From 6d55c00223bea26ee8548364a82e13be9e60664f Mon Sep 17 00:00:00 2001 From: apearce Date: Wed, 30 Oct 2024 11:00:24 +0000 Subject: [PATCH 01/14] =?UTF-8?q?=F0=9F=90=9B=20update=20VV=20thickness=20?= =?UTF-8?q?to=20be=20double=20shell=20thickness=20in=20quench=20model?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- process/sctfcoil.py | 8 ++++---- source/fortran/build_variables.f90 | 4 ++++ 2 files changed, 8 insertions(+), 4 deletions(-) diff --git a/process/sctfcoil.py b/process/sctfcoil.py index 4624d1474e..9e7c036de6 100644 --- a/process/sctfcoil.py +++ b/process/sctfcoil.py @@ -2373,7 +2373,7 @@ def vv_stress_on_quench(self): # TODO: is this the correct current? i_op=sctfcoil_module.tfc_current / tfcoil_variables.n_tf_turn, # VV properties - d_vv=build_variables.dr_vv_inboard, + d_vv=build_variables.d_vv_shell_thickness, ) def tf_field_and_force(self): @@ -7295,7 +7295,7 @@ def vv_stress_on_quench( :param taud: the discharge time of the TF coil when quench occurs :param i_op: the 'normal' operating current of the TF coil - :param d_vv: the thickness of the vacuum vessel + :param d_vv: the thickness of the vacuum vessel shell :returns: the maximum stress experienced by the vacuum vessel @@ -7304,8 +7304,8 @@ def vv_stress_on_quench( The theta1 quantity for the TF coil and VV is not very meaningful. The impact of it of the inductance is rather small. Generally, the paper seems to suggest the TF coil is between 40 and 60, as this is the range they calculate - the surrogates over. No range is provided for the VV but the example using - JA DEMO is 1 degree suggesting the quantity will be very small. + the surrogates over. The thickness of the VV considers an ITER like design and + only the outer and inner shells that which act of conductuve structural material. References ---------- diff --git a/source/fortran/build_variables.f90 b/source/fortran/build_variables.f90 index a71f1f2048..827eeac789 100644 --- a/source/fortran/build_variables.f90 +++ b/source/fortran/build_variables.f90 @@ -78,6 +78,9 @@ module build_variables real(dp) :: dz_vv_lower !! vacuum vessel underside thickness (TF coil / shield) (m) + real(dp) :: d_vv_shell_thickness + !! vacuum vessel double walled shell thickness (m) + real(dp) :: f_avspace !! F-value for stellarator radial space check (`constraint equation 83`) @@ -327,6 +330,7 @@ subroutine init_build_variables dr_vv_outboard = 0.07D0 dz_vv_upper = 0.07D0 dz_vv_lower = 0.07D0 + d_vv_shell_thickness = 0.12D0 f_avspace = 1.0D0 fcspc = 0.6D0 fseppc = 3.5D8 From e1b4e4c4b37213c1c779f99aa7f787716d607422 Mon Sep 17 00:00:00 2001 From: apearce Date: Wed, 30 Oct 2024 11:39:29 +0000 Subject: [PATCH 02/14] =?UTF-8?q?=F0=9F=90=9B=20include=20size=20tf=20case?= =?UTF-8?q?s=20in=20coil=20case=20cross-sections?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- process/sctfcoil.py | 7 ++++--- 1 file changed, 4 insertions(+), 3 deletions(-) diff --git a/process/sctfcoil.py b/process/sctfcoil.py index 9e7c036de6..f5982d986b 100644 --- a/process/sctfcoil.py +++ b/process/sctfcoil.py @@ -2366,9 +2366,10 @@ def vv_stress_on_quench(self): n_tf_turn=tfcoil_variables.n_tf_turn, # Area of the radial plate taken to be the area of steel in the WP # TODO: value clipped due to #1883 - s_rp=np.clip(sctfcoil_module.a_tf_steel, 0, None), - # TODO: Does this calculation of Scc exclude the area of the case down the side? - s_cc=sctfcoil_module.a_case_front + sctfcoil_module.a_case_nose, + s_rp=numpy.clip(sctfcoil_module.a_tf_steel, 0, None), + s_cc=sctfcoil_module.a_case_front + + sctfcoil_module.a_case_nose + + 2.0 * sctfcoil_module.t_lat_case_av, taud=tfcoil_variables.tdmptf, # TODO: is this the correct current? i_op=sctfcoil_module.tfc_current / tfcoil_variables.n_tf_turn, From b53e473c4e27117cf2b36f01135ce7269e6a7cc6 Mon Sep 17 00:00:00 2001 From: apearce Date: Mon, 4 Nov 2024 16:29:14 +0000 Subject: [PATCH 03/14] =?UTF-8?q?=E2=9C=A8=20add=20integral=20for=20theta?= =?UTF-8?q?=20factor=20into=20VV=20quench=20calculaiton?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- process/sctfcoil.py | 102 ++++++++++++++++++++++++++++++++++++++++++-- 1 file changed, 99 insertions(+), 3 deletions(-) diff --git a/process/sctfcoil.py b/process/sctfcoil.py index f5982d986b..98c7c15fc7 100644 --- a/process/sctfcoil.py +++ b/process/sctfcoil.py @@ -4,7 +4,20 @@ import numba import numpy as np -from scipy import optimize + +from process.fortran import rebco_variables +from process.fortran import global_variables +from process.fortran import tfcoil_variables +from process.fortran import physics_variables +from process.fortran import build_variables +from process.fortran import constants +from process.fortran import sctfcoil_module +from process.fortran import process_output as po +from process.fortran import error_handling +from process.fortran import fwbs_variables +from process.fortran import pfcoil_variables +from process.fortran import numerics +from process.fortran import divertor_variables import process.superconductors as superconductors from process import process_output as po @@ -7233,6 +7246,88 @@ def _inductance_factor(H, ri, ro, rm, theta1): ) +@staticmethod +def lambda_term(tau, omega): + """Lambda Term + + Author: Alexander Pearce, UKAEA + + :param tau: tau_{s,k} = (R_{s,k} - R_{c,k}) / R_k + :param omega: omega_k = R_{c,k}/R_k + + The lammbda fucntion used inegral in inductance calcuation found + in Y. Itoh et al. The full form of the functions are given in appendix A. + """ + p = 1.0 - omega**2.0 + + if p < 0: + integral = (1.0 / np.sqrt(np.abs(p))) * np.arcsin( + (1.0 + omega * tau) / (tau + omega) + ) + else: + integral = (1.0 / np.sqrt(np.abs(p))) * np.log( + (2.0 * (1.0 + tau * omega - np.sqrt(p * (1 - tau**2.0)))) / (tau + omega) + ) + + return integral + + +@staticmethod +def _theta_factor_integral(Ro_vv, Ri_vv, Rm_vv, H_vv, theta1_vv): + """Theta Factor Integral + Author: Alexander Pearce, UKAEA + + :param Ro_vv: the radius of the outboard edge of the VV CCL + :param Ri_vv: the radius of the inboard edge of the VV CCL + :param Rm_vv: the radius where the maximum height of the VV CCL occurs + :param H_vv: the maximum height of the VV CCL + :param theta1_vv: the polar angle of the point at which one circular arc is + joined to another circular arc in the approximation to the VV CCL + + The calcuation of the theta factor found in Eq 4 of Y. Itoh et al. The + full form of the integral is given in appendix A. + """ + theta2 = np.pi / 2.0 + theta1_vv + a = (Ro_vv - Ri_vv) / 2.0 + Rbar = (Ro_vv + Ri_vv) / 2.0 + A = Rbar / a + delta = (Rbar - Rm_vv) / a + kappa = H_vv / a + iota = (1.0 + delta) / kappa + + denom = np.cos(theta1_vv) + np.sin(theta1_vv) - 1.0 + + R1 = H_vv * ((np.cos(theta1_vv) + iota * (np.sin(theta1_vv) - 1.0)) / denom) + R2 = H_vv * ((np.cos(theta1_vv) - 1.0 + iota * np.sin(theta1_vv)) / denom) + R3 = H_vv * (1 - delta) / kappa + + Rc1 = (H_vv / kappa) * (A + 1.0) - R1 + Rc2 = Rc1 + (R1 - R2) * np.cos(theta1_vv) + Rc3 = Rc2 + Zc2 = (R1 - R2) * np.sin(theta1_vv) + Zc3 = Zc2 + R2 - R3 + + tau = np.array( + [ + [np.cos(theta1_vv), np.cos(theta1_vv + theta2), -1.0], + [1.0, np.cos(theta1_vv), np.cos(theta1_vv + theta2)], + ] + ) + + omega = np.array([Rc1 / R1, Rc2 / R2, Rc3 / R3]) + + # Assume up down symmetry and let Zc6 = - Zc3 + chi1 = (Zc3 + np.abs(-Zc3)) / Ri_vv + chi2 = 0.0 + + for k in range(len(omega)): + chi2 = chi2 + np.abs( + lambda_term(tau[1, k], omega[k]) - lambda_term(tau[0, k], omega[k]) + ) + + return (chi1 + chi2) / np.pi + + def vv_stress_on_quench( # TF shape H_coil, @@ -7315,8 +7410,9 @@ def vv_stress_on_quench( Plasma and Fusion Research. 15. 1405078-1405078. 10.1585/pfr.15.1405078. """ # Poloidal loop resistance (PLR) in ohms - plr_coil = ((0.5 * ccl_length_coil) / (n_tf_coils * (s_cc + s_rp))) * 1e-6 - plr_vv = ((0.84 / d_vv) * 0.94) * 1e-6 + theta_vv = _theta_factor_integral(Ro_vv, Ri_vv, Rm_vv, H_vv, theta1_vv) + plr_coil = ((0.5 * ccl_length_coil) / (n_tf * (S_cc + S_rp))) * 1e-6 + plr_vv = ((0.84 / d_vv) * theta_vv) * 1e-6 # relevant self-inductances in henry (H) coil_structure_self_inductance = ( From de2f62faa8f61bd63dd6185643332e810564ffec Mon Sep 17 00:00:00 2001 From: apearce Date: Fri, 22 Nov 2024 17:36:11 +0000 Subject: [PATCH 04/14] =?UTF-8?q?=E2=9C=85=20fix=20unit=20tests=20and=20fi?= =?UTF-8?q?x=20bug=20in=20integral?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- issue-3354/A_28_R_86_350MW_open_source.7z | Bin 0 -> 46807 bytes issue-3354/integral_script.py | 81 ++ issue-3354/plot_solutions.ipynb | 1271 +++++++++++++++++++++ process/sctfcoil.py | 7 +- source/fortran/tfcoil_variables.f90 | 2 +- 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zq6wO%P-6|0hh+syu!U{@lYy?89{=s5M+2#eTuVD^70ciM*;}vx7Y4xLwE+o$vH%AQ b0RRCb0|5aAT>t=p01SaP3IX~Zk*)v$*LVz2 literal 0 HcmV?d00001 diff --git a/issue-3354/integral_script.py b/issue-3354/integral_script.py new file mode 100644 index 0000000000..259e3edcd5 --- /dev/null +++ b/issue-3354/integral_script.py @@ -0,0 +1,81 @@ +# here a quick dirty python implementation of the integral in appendix A +import numpy as np + + +def lambda_by_another_name(tau, omega): + """ + words + """ + p = 1.0 - omega**2.0 + + if (p < 0): + integral = (1.0 / np.sqrt(np.abs(p)))*np.arcsin((1.0+omega*tau)/(tau+omega)) + #elif(p==0): # add and almost for # but how does htisfnkjve vkeqf vf # i dont this can be + # integral = + else: + integral = (1.0 / np.sqrt(np.abs(p)))*np.log((2.0*(1.0+tau*omega-np.sqrt(p*(1-tau**2.0))))/(tau+omega)) + + return integral + + + +# input to the function +Ro = 13.09 #14.016 # outer radius of the toroidal structure +Ri = 4.45 #3.911 # inner radius of the toroidal structure +Rm = 7.88 # peak R posiiton of the toroidal structre +H = 7.90 #8.089 #Max height of toroidal structure + +#question is how do i select theta1? + + +theta1 = np.pi * (1.0/180.0) +theta2 = np.pi / 2.0 + theta1 +a = (Ro - Ri) / 2.0 +Rbar = (Ro + Ri) /2.0 +A = Rbar / a +delta = (Rbar - Rm ) /a +kappa = H / a +iota = (1.0 + delta) / kappa + +denom = np.cos(theta1) + np.sin(theta1) - 1.0 + +R1 = H*((np.cos(theta1) + iota*(np.sin(theta1) - 1.0)) / denom) +R2 = H*((np.cos(theta1) - 1.0 + iota* np.sin(theta1)) / denom) +R3 = H * (1 - delta) / kappa + +Rc1 = (H / kappa) * (A + 1.0) - R1 +Rc2 = Rc1 + (R1 - R2) * np.cos(theta1) +Rc3 = Rc2 +Zc1 = 0.0 +Zc2 = (R1 - R2) * np.sin(theta1) +Zc3 = Zc2 + R2 - R3 +# i assume index 4,5,6 are reflexed around z = 0 wee need to add these now +Rc4 = Rc1 +Rc5 = Rc2 +Rc6 = Rc3 +Zc4 = -Zc1 +Zc5 = -Zc2 +Zc6 = -Zc3 + +#tau = np.array([[np.cos(theta1),np.cos(theta1+theta2),-1.0,np.cos(theta1),np.cos(theta1+theta2),-1.0],[1.0,np.cos(theta1),np.cos(theta1+theta2),1.0,np.cos(theta1),np.cos(theta1+theta2)]]) # this does habe k up to 6 indices +tau = np.array([[np.cos(theta1),np.cos(theta1+theta2),-1.0],[1.0,np.cos(theta1),np.cos(theta1+theta2)]]) # this does habe k up to 6 indices + +#omega = np.array([Rc1/R1,Rc2/R2,Rc3/R3,Rc4/R1,Rc5/R2,Rc6/R3]) +omega = np.array([Rc1/R1,Rc2/R2,Rc3/R3]) + +print(tau.shape) +chi1 = (Zc3 + np.abs(-Zc3)) / Ri +chi2 = 0.0 +print(chi1) +for k in range(len(omega)): + chi2 = chi2 + np.abs(lambda_by_another_name(tau[1,k],omega[k])-lambda_by_another_name(tau[0,k],omega[k])) + print("chi2 =", chi2) + print("lambda_1,",k," =", lambda_by_another_name(tau[1,k],omega[k])) + print("lambda_0,",k," =", lambda_by_another_name(tau[0,k],omega[k])) + +print(chi1+chi2) +phi = (chi1 + 2.0 * chi2) / (2.0 * np.pi) + +print(phi) + + diff --git a/issue-3354/plot_solutions.ipynb b/issue-3354/plot_solutions.ipynb new file mode 100644 index 0000000000..ccbd1aed79 --- /dev/null +++ b/issue-3354/plot_solutions.ipynb @@ -0,0 +1,1271 @@ +{ + "cells": [ + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# `plot_solutions` Solution Comparison Tool\n", + "\n", + "This tool plots the solution vectors (i.e. final values of optimisation parameters) for different runs of PROCESS. This allows visual comparisons of different solution points.\n", + "\n", + "It can use different intra-solution optimisation parameter normalisations (e.g. initial value, parameter range) and inter-solution normalisations (e.g. normalise to a certain solution).\n", + "\n", + "### Known Limitations\n", + "\n", + "- The solution vectors (optimisation parameter values at the solution) currently plotted are normalised to the initial point (from the `IN.DAT`) of each solution: each element of the vector is the $x_{final}/x_{initial}$, the `xcmxxx` values in the `MFILE.DAT`. This allows all optimisation parameters to be plotted on the same axis, showing the relative changes from their initial values across multiple solutions.\n", + "- Solutions being plotted together must also have the same optimisation parameters.\n", + "- The solutions plotted in this example are fictitious." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "# Reload Process each time (keep editable install up-to-date)\n", + "%load_ext autoreload\n", + "%autoreload 2\n", + "\n", + "from pathlib import Path\n", + "\n", + "from process.io.plot_solutions import RunMetadata, plot_mfile_solutions" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Plot single solution\n", + "\n", + "Plot a single solution, showing optimisation parameters normalised to their initial values." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "

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tagminmaxnorm_objfitvar001_namexcm001itvar002_namexcm002itvar003_namexcm003itvar004_name...itvar038_namexcm038itvar039_namexcm039itvar040_namexcm040itvar041_namexcm041itvar042_namexcm042
0old baseline solution-14.0-0.37947bt1.0355rmajor1.0te1.054beta...oh_steel_frac1.2337foh_stress1.1482fimp(13)1.0682fne00.99397fncycle1.0
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1 rows × 87 columns

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" + ], + "text/plain": [ + " tag minmax norm_objf itvar001_name xcm001 \\\n", + "0 old baseline solution -14.0 -0.37947 bt 1.0355 \n", + "\n", + " itvar002_name xcm002 itvar003_name xcm003 itvar004_name ... \\\n", + "0 rmajor 1.0 te 1.054 beta ... \n", + "\n", + " itvar038_name xcm038 itvar039_name xcm039 itvar040_name xcm040 \\\n", + "0 oh_steel_frac 1.2337 foh_stress 1.1482 fimp(13) 1.0682 \n", + "\n", + " itvar041_name xcm041 itvar042_name xcm042 \n", + "0 fne0 0.99397 fncycle 1.0 \n", + "\n", + "[1 rows x 87 columns]" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "data_dir = Path(\"/home/apearce/process/process_cs/issue-3354\")\n", + "runs_metadata = [\n", + " RunMetadata(data_dir / \"old_baseline_solution/older/A_28_R_86_350MW_MFILE.DAT\", \"old baseline solution\"),\n", + "]\n", + "\n", + "# Figure and dataframe returned for optional further modification\n", + "fig1, df1 = plot_mfile_solutions(\n", + " runs_metadata=runs_metadata,\n", + " plot_title=\"Old DEMO Baseline Solution\",\n", + ")\n", + "df1" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Plot two solutions\n", + "\n", + "Plot two MFILEs together, showing normalised values of the optimisation parameters at the solution points, as well as the objective function values." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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tagminmaxnorm_objfitvar001_namexcm001itvar002_namexcm002itvar003_namexcm003itvar004_name...xcm038itvar039_namexcm039itvar040_namexcm040itvar041_namexcm041itvar042_namexcm042objf_name
0old baseline solution-14.0-0.379470bt1.035500rmajor1.0te1.054000beta...1.233700foh_stress1.148200fimp(13)1.068200fne00.99397fncycle1.0NaN
1Middle baseline solution-14.0-0.379593bt1.040395rmajor1.0te1.060938beta...1.253366fimp(13)1.106365fne00.993967fncycle1.00000NaNNaNpulse length
2New baseline solution-14.0-0.310597bt1.060171rmajor1.0te1.093963beta...1.179461fimp(13)1.176066fne00.993967fncycle1.00000NaNNaNpulse length
\n", + "

3 rows × 88 columns

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" + ], + "text/plain": [ + " tag minmax norm_objf itvar001_name xcm001 \\\n", + "0 old baseline solution -14.0 -0.379470 bt 1.035500 \n", + "1 Middle baseline solution -14.0 -0.379593 bt 1.040395 \n", + "2 New baseline solution -14.0 -0.310597 bt 1.060171 \n", + "\n", + " itvar002_name xcm002 itvar003_name xcm003 itvar004_name ... xcm038 \\\n", + "0 rmajor 1.0 te 1.054000 beta ... 1.233700 \n", + "1 rmajor 1.0 te 1.060938 beta ... 1.253366 \n", + "2 rmajor 1.0 te 1.093963 beta ... 1.179461 \n", + "\n", + " itvar039_name xcm039 itvar040_name xcm040 itvar041_name xcm041 \\\n", + "0 foh_stress 1.148200 fimp(13) 1.068200 fne0 0.99397 \n", + "1 fimp(13) 1.106365 fne0 0.993967 fncycle 1.00000 \n", + "2 fimp(13) 1.176066 fne0 0.993967 fncycle 1.00000 \n", + "\n", + " itvar042_name xcm042 objf_name \n", + "0 fncycle 1.0 NaN \n", + "1 NaN NaN pulse length \n", + "2 NaN NaN pulse length \n", + "\n", + "[3 rows x 88 columns]" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "runs_metadata = [\n", + " RunMetadata(data_dir / \"old_baseline_solution/older/A_28_R_86_350MW_MFILE.DAT\", \"old baseline solution\"),\n", + " RunMetadata(data_dir / \"VV_model_without_new_changes/A_28_R_86_350MW_MFILE_NEW.DAT\", \"Middle baseline solution\"),\n", + " RunMetadata(data_dir / \"A_28_R_86_350MW_MFILE.DAT\", \"New baseline solution\"),\n", + "]\n", + "\n", + "fig2, df2 = plot_mfile_solutions(\n", + " runs_metadata=runs_metadata,\n", + " plot_title=\"compare old and new baseline solutions\",\n", + ")\n", + "df2" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Plot one solution normalised to another\n", + "\n", + "Normalised differences, relative to the a given solution, can also be plotted:" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "ename": "ValueError", + "evalue": "Unable to coerce to DataFrame, shape must be (2, 41): given (0, 41)", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mValueError\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m/tmp/ipykernel_15918/2339219012.py\u001b[0m in \u001b[0;36m?\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m fig3, df3 = plot_mfile_solutions(\n\u001b[0m\u001b[1;32m 2\u001b[0m \u001b[0mruns_metadata\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mruns_metadata\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 3\u001b[0m \u001b[0mplot_title\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m\"Large tokamak 2 solution, relative to large tokamak 1\"\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 4\u001b[0m \u001b[0mnormalising_tag\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m\"large tokamak 1\"\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32m~/process/process_cs/process/io/plot_solutions.py\u001b[0m in \u001b[0;36m?\u001b[0;34m(runs_metadata, plot_title, normalising_tag, rmse, normalisation_type)\u001b[0m\n\u001b[1;32m 92\u001b[0m )\n\u001b[1;32m 93\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 94\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mnormalising_tag\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 95\u001b[0m \u001b[0;31m# Calculate the normalised diffs relative to the tagged solution\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 96\u001b[0;31m plot_results_df = _normalise_diffs(\n\u001b[0m\u001b[1;32m 97\u001b[0m \u001b[0mfiltered_results_df\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 98\u001b[0m \u001b[0mopt_param_value_pattern\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mopt_param_value_pattern\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 99\u001b[0m \u001b[0mnormalising_tag\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mnormalising_tag\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32m~/process/process_cs/process/io/plot_solutions.py\u001b[0m in \u001b[0;36m?\u001b[0;34m(results_df, opt_param_value_pattern, normalising_tag)\u001b[0m\n\u001b[1;32m 261\u001b[0m \u001b[0;34mf\"Can't normalise with 0-valued optimisation parameter at index {str(zero_indexes)}.\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 262\u001b[0m )\n\u001b[1;32m 263\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 264\u001b[0m normalised_solns_opt_params = (\n\u001b[0;32m--> 265\u001b[0;31m \u001b[0mnon_normalising_solns_opt_params\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0mnormalising_soln_opt_params_np\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 266\u001b[0m ) / abs(normalising_soln_opt_params_np)\n\u001b[1;32m 267\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 268\u001b[0m \u001b[0;31m# Combine dfs to get non-numerical info (metadata) alongside normalised diffs\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32m~/process/process_cs/env/lib/python3.11/site-packages/pandas/core/ops/common.py\u001b[0m in \u001b[0;36m?\u001b[0;34m(self, other)\u001b[0m\n\u001b[1;32m 72\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mNotImplemented\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 73\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 74\u001b[0m \u001b[0mother\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mitem_from_zerodim\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mother\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 75\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 76\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mmethod\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mother\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m", + "\u001b[0;32m~/process/process_cs/env/lib/python3.11/site-packages/pandas/core/arraylike.py\u001b[0m in \u001b[0;36m?\u001b[0;34m(self, other)\u001b[0m\n\u001b[1;32m 192\u001b[0m \u001b[0;34m@\u001b[0m\u001b[0munpack_zerodim_and_defer\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"__sub__\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 193\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0m__sub__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mother\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 194\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_arith_method\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mother\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moperator\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msub\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m", + "\u001b[0;32m~/process/process_cs/env/lib/python3.11/site-packages/pandas/core/frame.py\u001b[0m in \u001b[0;36m?\u001b[0;34m(self, other, op)\u001b[0m\n\u001b[1;32m 7906\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 7907\u001b[0m \u001b[0maxis\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mLiteral\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;36m1\u001b[0m \u001b[0;31m# only relevant for Series other case\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 7908\u001b[0m \u001b[0mother\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmaybe_prepare_scalar_for_op\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mother\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mshape\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0maxis\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 7909\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 7910\u001b[0;31m \u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mother\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_align_for_op\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mother\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0maxis\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mflex\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mTrue\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mlevel\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 7911\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 7912\u001b[0m \u001b[0;32mwith\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0merrstate\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mall\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m\"ignore\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 7913\u001b[0m \u001b[0mnew_data\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_dispatch_frame_op\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mother\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mop\u001b[0m\u001b[0;34m,\u001b[0m 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ValueError(\n\u001b[0m\u001b[1;32m 8170\u001b[0m \u001b[0;34m\"Unable to coerce to DataFrame, shape \"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 8171\u001b[0m \u001b[0;34mf\"must be {left.shape}: given {right.shape}\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 8172\u001b[0m )\n", + "\u001b[0;31mValueError\u001b[0m: Unable to coerce to DataFrame, shape must be (2, 41): given (0, 41)" + ] + } + ], + "source": [ + "fig3, df3 = plot_mfile_solutions(\n", + " runs_metadata=runs_metadata,\n", + " plot_title=\"Large tokamak 2 solution, relative to large tokamak 1\",\n", + " normalising_tag=\"large tokamak 1\",\n", + ")\n", + "df3" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Plot multiple solutions normalised by one\n", + "\n", + "Plot two MFILEs, normalised by a third MFILE." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + 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tagobjf_namenorm_objfitvar001_namexcm001itvar002_namexcm002itvar003_namexcm003itvar004_name...itvar041_namexcm041itvar042_namexcm042itvar043_namexcm043itvar044_namexcm044itvar045_namexcm045
0large tokamak 1major radius1.60beta1.1216dene1.0756fwalld0.50758ffuspow...cpttf1.3815ralpne0.83954oh_steel_frac0.64835fimp(13)1.5039dr_tf_wp1.0083
1large tokamak 2major radius1.63beta1.3216dene1.0756fwalld0.51758ffuspow...cpttf1.3815ralpne0.83954oh_steel_frac0.64835fimp(13)1.5039dr_tf_wp1.1083
2large tokamak 3major radius1.50beta1.1216dene1.0756fwalld0.50758ffuspow...cpttf1.3815ralpne0.83954oh_steel_frac0.64835fimp(13)1.5039dr_tf_wp1.0083
\n", + "

3 rows × 93 columns

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" + ], + "text/plain": [ + " tag objf_name norm_objf itvar001_name xcm001 \\\n", + "0 large tokamak 1 major radius 1.60 beta 1.1216 \n", + "1 large tokamak 2 major radius 1.63 beta 1.3216 \n", + "2 large tokamak 3 major radius 1.50 beta 1.1216 \n", + "\n", + " itvar002_name xcm002 itvar003_name xcm003 itvar004_name ... \\\n", + "0 dene 1.0756 fwalld 0.50758 ffuspow ... \n", + "1 dene 1.0756 fwalld 0.51758 ffuspow ... \n", + "2 dene 1.0756 fwalld 0.50758 ffuspow ... \n", + "\n", + " itvar041_name xcm041 itvar042_name xcm042 itvar043_name xcm043 \\\n", + "0 cpttf 1.3815 ralpne 0.83954 oh_steel_frac 0.64835 \n", + "1 cpttf 1.3815 ralpne 0.83954 oh_steel_frac 0.64835 \n", + "2 cpttf 1.3815 ralpne 0.83954 oh_steel_frac 0.64835 \n", + "\n", + " itvar044_name xcm044 itvar045_name xcm045 \n", + "0 fimp(13) 1.5039 dr_tf_wp 1.0083 \n", + "1 fimp(13) 1.5039 dr_tf_wp 1.1083 \n", + "2 fimp(13) 1.5039 dr_tf_wp 1.0083 \n", + "\n", + "[3 rows x 93 columns]" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "runs_metadata = [\n", + " RunMetadata(data_dir / \"large_tokamak_1_MFILE.DAT\", \"large tokamak 1\"),\n", + " RunMetadata(data_dir / \"large_tokamak_2_MFILE.DAT\", \"large tokamak 2\"),\n", + " RunMetadata(data_dir / \"large_tokamak_3_MFILE.DAT\", \"large tokamak 3\"),\n", + "]\n", + "\n", + "fig4, df4 = plot_mfile_solutions(\n", + " runs_metadata,\n", + " \"2 large tokamak solutions, relative to large tokamak 1\",\n", + " normalising_tag=\"large tokamak 1\",\n", + ")\n", + "df4" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## RMS Errors\n", + "\n", + "Plot RMS errors of multiple solutions relative to a reference solution." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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tagobjf_namenorm_objfitvar001_namexcm001itvar002_namexcm002itvar003_namexcm003itvar004_name...itvar041_namexcm041itvar042_namexcm042itvar043_namexcm043itvar044_namexcm044itvar045_namexcm045
0large tokamak 1major radius1.60beta1.1216dene1.0756fwalld0.50758ffuspow...cpttf1.3815ralpne0.83954oh_steel_frac0.64835fimp(13)1.5039dr_tf_wp1.0083
1large tokamak 2major radius1.63beta1.3216dene1.0756fwalld0.51758ffuspow...cpttf1.3815ralpne0.83954oh_steel_frac0.64835fimp(13)1.5039dr_tf_wp1.1083
2large tokamak 3major radius1.50beta1.1216dene1.0756fwalld0.50758ffuspow...cpttf1.3815ralpne0.83954oh_steel_frac0.64835fimp(13)1.5039dr_tf_wp1.0083
3large tokamak 4major radius1.52beta1.1216dene1.0756fwalld0.50758ffuspow...cpttf1.3815ralpne0.83954oh_steel_frac0.64835fimp(13)1.5039dr_tf_wp1.0083
\n", + "

4 rows × 93 columns

\n", + "
" + ], + "text/plain": [ + " tag objf_name norm_objf itvar001_name xcm001 \\\n", + "0 large tokamak 1 major radius 1.60 beta 1.1216 \n", + "1 large tokamak 2 major radius 1.63 beta 1.3216 \n", + "2 large tokamak 3 major radius 1.50 beta 1.1216 \n", + "3 large tokamak 4 major radius 1.52 beta 1.1216 \n", + "\n", + " itvar002_name xcm002 itvar003_name xcm003 itvar004_name ... \\\n", + "0 dene 1.0756 fwalld 0.50758 ffuspow ... \n", + "1 dene 1.0756 fwalld 0.51758 ffuspow ... \n", + "2 dene 1.0756 fwalld 0.50758 ffuspow ... \n", + "3 dene 1.0756 fwalld 0.50758 ffuspow ... \n", + "\n", + " itvar041_name xcm041 itvar042_name xcm042 itvar043_name xcm043 \\\n", + "0 cpttf 1.3815 ralpne 0.83954 oh_steel_frac 0.64835 \n", + "1 cpttf 1.3815 ralpne 0.83954 oh_steel_frac 0.64835 \n", + "2 cpttf 1.3815 ralpne 0.83954 oh_steel_frac 0.64835 \n", + "3 cpttf 1.3815 ralpne 0.83954 oh_steel_frac 0.64835 \n", + "\n", + " itvar044_name xcm044 itvar045_name xcm045 \n", + "0 fimp(13) 1.5039 dr_tf_wp 1.0083 \n", + "1 fimp(13) 1.5039 dr_tf_wp 1.1083 \n", + "2 fimp(13) 1.5039 dr_tf_wp 1.0083 \n", + "3 fimp(13) 1.5039 dr_tf_wp 1.0083 \n", + "\n", + "[4 rows x 93 columns]" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "runs_metadata = [\n", + " RunMetadata(data_dir / \"large_tokamak_1_MFILE.DAT\", \"large tokamak 1\"),\n", + " RunMetadata(data_dir / \"large_tokamak_2_MFILE.DAT\", \"large tokamak 2\"),\n", + " RunMetadata(data_dir / \"large_tokamak_3_MFILE.DAT\", \"large tokamak 3\"),\n", + " RunMetadata(data_dir / \"large_tokamak_4_MFILE.DAT\", \"large tokamak 4\"),\n", + "]\n", + "\n", + "fig5, df5 = plot_mfile_solutions(\n", + " runs_metadata,\n", + " \"3 large tokamak solutions with RMS errors normalised to large tokamak 1\",\n", + " normalising_tag=\"large tokamak 1\",\n", + " rmse=True,\n", + ")\n", + "df5" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Solutions normalised by range\n", + "\n", + "Use `nitvar` values instead; the solution optimisation parameters are normalised to the range of their upper and lower bounds." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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tagobjf_namenorm_objfitvar001_namenitvar001itvar002_namenitvar002itvar003_namenitvar003itvar004_name...itvar041_namenitvar041itvar042_namenitvar042itvar043_namenitvar043itvar044_namenitvar044itvar045_namenitvar045
0large tokamak 1major radius1.60beta0.032681dene0.071381fwalld0.50709ffuspow...cpttf0.99182ralpne0.67908oh_steel_frac0.5455fimp(13)0.057148dr_tf_wp0.0651
1large tokamak 2major radius1.63beta0.042681dene0.071381fwalld0.70709ffuspow...cpttf0.99182ralpne0.67908oh_steel_frac0.5455fimp(13)0.057148dr_tf_wp0.0651
2large tokamak 3major radius1.50beta0.022681dene0.071381fwalld0.50709ffuspow...cpttf0.99182ralpne0.67908oh_steel_frac0.5455fimp(13)0.057148dr_tf_wp0.0651
3large tokamak 4major radius1.52beta0.032681dene0.071381fwalld0.40709ffuspow...cpttf0.99182ralpne0.67908oh_steel_frac0.5455fimp(13)0.057148dr_tf_wp0.0651
\n", + "

4 rows × 93 columns

\n", + "
" + ], + "text/plain": [ + " tag objf_name norm_objf itvar001_name nitvar001 \\\n", + "0 large tokamak 1 major radius 1.60 beta 0.032681 \n", + "1 large tokamak 2 major radius 1.63 beta 0.042681 \n", + "2 large tokamak 3 major radius 1.50 beta 0.022681 \n", + "3 large tokamak 4 major radius 1.52 beta 0.032681 \n", + "\n", + " itvar002_name nitvar002 itvar003_name nitvar003 itvar004_name ... \\\n", + "0 dene 0.071381 fwalld 0.50709 ffuspow ... \n", + "1 dene 0.071381 fwalld 0.70709 ffuspow ... \n", + "2 dene 0.071381 fwalld 0.50709 ffuspow ... \n", + "3 dene 0.071381 fwalld 0.40709 ffuspow ... \n", + "\n", + " itvar041_name nitvar041 itvar042_name nitvar042 itvar043_name nitvar043 \\\n", + "0 cpttf 0.99182 ralpne 0.67908 oh_steel_frac 0.5455 \n", + "1 cpttf 0.99182 ralpne 0.67908 oh_steel_frac 0.5455 \n", + "2 cpttf 0.99182 ralpne 0.67908 oh_steel_frac 0.5455 \n", + "3 cpttf 0.99182 ralpne 0.67908 oh_steel_frac 0.5455 \n", + "\n", + " itvar044_name nitvar044 itvar045_name nitvar045 \n", + "0 fimp(13) 0.057148 dr_tf_wp 0.0651 \n", + "1 fimp(13) 0.057148 dr_tf_wp 0.0651 \n", + "2 fimp(13) 0.057148 dr_tf_wp 0.0651 \n", + "3 fimp(13) 0.057148 dr_tf_wp 0.0651 \n", + "\n", + "[4 rows x 93 columns]" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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mixrGGLt58ybT19dXKMQyMjKYQCBgX331lcI4aWlpTF9fX6n9TeoeC69/+laa1NTUEveV4uPm9X1cIpEwOzs71r17d75t06ZNTE9Pjx07dkxh/dWrVzMA7Pjx4yWOX1BQwKpWrcrq1q3LXrx4wbfv3buXAWDTp0/n24ovNowZM4Zvk8vlrFOnTszAwIA/Dz169Ejpal6xkopjkUiksL+uWbOGAWB2dnYKb5SL/w69vmx5jvGXL18q/Z25ffs2E4lEbObMmXzb2/Lz5rjF54PZs2crLNejRw/GcZzCfqzuvq1K8XnO0dFRYdts27aNAWBLlizh21Qdp3PnzmUcx7F//vlH4bUAYFOmTFFavqx9zJkzh2979uwZMzIyYhzHsa1bt/Ltxef/1/cRdc+7b9u/2rVrx+rVq6dQZ8jlcubv78/c3d35trf9vbKwsGCjR49W6vtdlPsLeU+ePMH06dMxbdo02NralrcbBUZGRvy/nz17hpycHLRq1Qrnzp1TWjYgIABeXl4Kbfv374efnx98fX35NisrK/Tv319hueTkZGRnZ6Nv3754/Pgx/59AIECzZs1w5MiRcsV/6NAhFBQUICoqCnp6/23a4cOHw9zcHPv27VNa54cffkDv3r3x+eefY82aNQrrCQQCGBgYAHh1/9/Tp09RWFiIxo0bq9wmPXv2hIWFBT/drFkzAMCAAQMU7hlr1qwZCgoKcPfuXb7t9W2fm5uLx48fo1WrVsjPz8e1a9fKFLcqxXEdOHAA+fn5KpdJSkoCAERHRyu0jx8/HgBUbj9Nun//Pi5cuIDw8HBYWVnx7T4+PggKCuLjfd2IESMUplu1aoUnT55ALBYD+O+exj179kAul5c5pvbt28PNzU0hFnNzc/z9998AAJlMhoMHDyI0NBSurq78cvb29ujXrx/++OMPPpZiw4cPh0AgUBrL1NQUffr04adr164NS0tLeHp68vsW8N9+VhwDoLg/SaVSPHnyBLVq1YKlpaXKffdtLC0t8fz5cyQnJ5e4zPbt29GqVStUqVJF4Zhu3749ZDIZfv/9dwCv9jF9fX2MHDmSX1cgEGDMmDFliulN5Tn2y6K0vDPGsHPnTnTp0gWMMYVt0LFjR+Tk5Ki13VWdV4GynZvV2UcPHTqE0NBQODg48MvVqlULn3zyiUJfP/30E+RyOXr16qXwmuzs7ODu7v7Wc3V5joWKYGpqigEDBvDTBgYGaNq0qcLxsX37dnh6eqJOnToKr6tt27YA8NbXdebMGWRlZWHUqFEK94N36tQJderUUbmvvf4owOJHAxYUFODQoUPlfp3t2rVTeCxa8Xmge/fuMDMzU2p//fW/SZ1jXCQS8ceWTCbDkydPYGpqitq1a5f5nFIsKSkJAoEAY8eOVWgfP348GGP49ddfFdpL27dLExYWprBtevToAXt7e4W/Ja8fa8+fP8fjx4/h7+8PxhjOnz+v1Ofr57Ly9jFs2DD+35aWlqhduzZMTEzQq1cvvr34/P/mfqzOebckT58+xW+//YZevXrxdcfjx4/x5MkTdOzYETdv3lSoUwDVf68sLS1x6tQp3Lt3763jlUW577L/8ssvYWVl9c5/VF63d+9ezJ49GxcuXIBEIuHbVT1jsWbNmkpt//zzD/z8/JTaa9WqpTB98+ZNAOBPRG8yNzcvU9yvjw+82oleZ2BgAFdXV35+sdu3b2PAgAHo2bMnli1bprLPjRs3Ij4+HteuXYNUKuXbVb1+Z2dnhenigtTJyUll+7Nnz/i2y5cv48svv8Rvv/2m9AcjJyenzHG/qWbNmoiOjsaiRYuwefNmtGrVCp9++ikGDBjAx/PPP/9AT09PKV92dnawtLRU2n6aVlI+AcDT0xMHDhxQ+kLAmzmoUqUKgFfb2tzcHL1798Y333yDYcOGYcqUKWjXrh26deuGHj16lPoGQ1X/xWMU5/LRo0fIz88vMWa5XI47d+7A29ubb1e1LwFA9erVlY49CwsLtfanFy9eYO7cudiwYQPu3r0Lxhg/7839qTSjRo3Ctm3b8Mknn8DR0REdOnRAr169EBwczC9z8+ZN/PXXXyW+Uc/KygLwKqf29vYwNTVVmK9qe5VFWY/9slIn79nZ2Vi7di3Wrl2rso/ibfA2Je0LZTk3lxZrVlYWXrx4oXScA6rP1YwxuLu7q4zrbV+wKs+xUBFUHTdVqlTBX3/9xU/fvHkTV69eLXV/VeVt56U6dergjz/+UGjT09NTeHMAAB4eHgDwTk9deZe/N29S5xiXy+VYsmQJVq5cidu3b0Mmk/HzrK2ty/Ua/vnnHzg4OCgUrMCr/aN4/utK27dL8+Z+zHEcatWqpZCHzMxMTJ8+HT///LNSv2+eO/X19VU+VaUsfRgaGirthxYWFiWe/1/vT93zbklu3boFxhimTZuGadOmldiHo6MjP63qHDV//nwMGjQITk5OaNSoEUJCQhAWFqa035dFuYrjmzdvYu3atUhISFCo1F++fAmpVIqMjAyYm5srXG0rzbFjx/Dpp5+idevWWLlyJezt7SEUCrFhwwZs2bJFafnX3xmVVfEVu02bNsHOzk5pfkV/M7ck9vb2/LvGM2fOKD1X8/vvv0d4eDhCQ0MxceJEVK1aFQKBAHPnzkV6erpSf6qu/r2tvbhgyc7ORkBAAMzNzTFz5ky4ubnB0NAQ586dw+TJk5WucJYWd0ni4+MRHh6OPXv24ODBgxg7dizmzp2LkydPKhzg5XngfEnrvH4CrQylbWsjIyP8/vvvOHLkCPbt24f9+/fjxx9/RNu2bXHw4MES11e3//Io6Vgq7/4EAGPGjMGGDRsQFRUFPz8//ocV+vTpU+Yr5lWrVsWFCxdw4MAB/Prrr/j111+xYcMGhIWFYePGjQBeHdNBQUGYNGmSyj6Ki4H3VWnbvHibDhgwAIMGDVK5rI+PT6njqNoXynpursh9VC6Xg+M4/PrrryV+uqFr1Hn9crkc9erVw6JFi1Qu+2aBqYve5fzwJnWO8Tlz5mDatGkYMmQIZs2aBSsrK+jp6SEqKqpcn8KVhybOv6+TyWQICgrC06dPMXnyZNSpUwcmJia4e/cuwsPDlV7n61fTy9vHu+TxXc+7xbFMmDABHTt2VLnMm2+YVZ2jevXqhVatWmHXrl04ePAgFixYgK+//ho//fST0qdR6ipXFXj37l3I5XKMHTtW6eMI4FVlP27cuDL90MLOnTthaGiIAwcOQCQS8e0bNmxQu48aNWrg1q1bSu1vthV/LFK1alW0b99e7f6LlVSI1ahRAwBw/fp1hXcsBQUFuH37ttJYhoaG2Lt3L9q2bYvg4GAcPXpU4SrGjh074Orqip9++klhzBkzZpQ55rdJSUnBkydP8NNPP6F169Z8++3bt1UuX1rcb1OvXj3Uq1cPX375Jf7880+0aNECq1evxuzZs1GjRg3I5XLcvHmTf+cOAA8fPkR2dja/fVUpvkL75nNiVV2xU7f4fj2fb7p27RpsbGzK9RgZPT09tGvXDu3atcOiRYswZ84cfPHFFzhy5Ei59sfX2drawtjYuMSY9fT0KuUP744dOzBo0CDEx8fzbS9fviz3c3wNDAzQpUsXdOnSBXK5HKNGjcKaNWswbdo01KpVC25ubsjLyyt1+9WoUQOHDx9GXl6eQmGl7rNPK+rYV7dfddna2sLMzAwymeyd96E3VcS5+XVVq1aFoaGh2udqxhhq1qxZ5jc4mjoWKuLX4tzc3HDx4kW0a9euzP29vq+9+enn9evXlc6Tcrkcf//9t8L2u3HjBgDwt0VU9C/glUdpx/iOHTvQpk0brF+/XmG97Oxs2NjY8NNleS01atTAoUOHkJubq3D1uPhWwrf9zSmP4k+tizHGcOvWLf6Na1paGm7cuIGNGzciLCyMX+5tt5u8qSL6UJe6592SclJ8rhQKhe983rK3t8eoUaMwatQoZGVloWHDhvjqq6/KXRyX657junXrYteuXUr/eXt7w9nZGbt27cLQoUPL1KdAIADHcQpX+jIyMsr0E54dO3bEiRMnFB7+/fTpU2zevFlpOXNzc8yZM0fhVoVixc+8LElxQfTmH/r27dvDwMAAS5cuVXh3tX79euTk5KBTp05KfVlYWODAgQOoWrUqgoKCFK4IF79ze72vU6dO4cSJE2+Nr6xUjVNQUICVK1eWuM7b4lZFLBajsLBQoa1evXrQ09PjP6YNCQkBAKU3VcVXV1Rtv2LFb3hev8dJJpOp/IjZxMRErY/27e3t4evri40bNyrk+tKlSzh48CAfb1k8ffpUqa34HvnXP64uL4FAgA4dOmDPnj0KH9U9fPgQW7ZsQcuWLct921BZ43jzasqyZcvKdSX/yZMnCtN6enr8H5PibdarVy+cOHECBw4cUFo/Ozub3/dCQkJQWFiIVatW8fNlMpnatwdV5LGvTr/qEggE6N69O3bu3IlLly4pzS/tnFZa3+96bn6zv/bt22P37t0KnzzeunVL6R7Pbt26QSAQIC4uTml/Yowp7RtvjqOJY+FdcwW82l/v3r2LdevWKc178eIFnj9/XuK6jRs3RtWqVbF69WqFc8avv/6Kq1evqtzXli9fzv+bMYbly5dDKBSiXbt2AABjY2MA7/aa3oU6x7iqc8r27duV7kktS35CQkIgk8kUtg8ALF68GBzHlbuwKsl3332H3NxcfnrHjh24f/8+P46qv8WMMSxZskTtMSqiD3Wpe94taf+qWrUqAgMDsWbNGty/f1+pD3XOWzKZTOnvedWqVeHg4PBOf1PLdeXYxsYGoaGhSu3FRY2qeaXp1KkTFi1ahODgYPTr1w9ZWVlYsWIFatWqpXCv1ttMmjQJ33//PYKCgjBmzBiYmJjgm2++gbOzM54+fcq/ezE3N8eqVaswcOBANGzYEH369IGtrS0yMzOxb98+tGjRQulgeZ2vry8EAgG+/vpr5OTkQCQSoW3btqhatSpiYmIQFxeH4OBgfPrpp7h+/TpWrlyJJk2aKHxJ43U2NjZITk5Gy5Yt0b59e/zxxx9wdHRE586d8dNPP+Gzzz5Dp06dcPv2baxevRpeXl7Iy8sr8zYuib+/P6pUqYJBgwZh7Nix4DgOmzZtKvWjopLiVuW3335DZGQkevbsCQ8PDxQWFmLTpk38H3UAqF+/PgYNGoS1a9fyt3qcPn0aGzduRGhoKNq0aVNiLN7e3mjevDliYmLw9OlTWFlZYevWrUoFOQA0atQIP/74I6Kjo9GkSROYmpqiS5cuKvtdsGABPvnkE/j5+WHo0KF48eIFli1bBgsLC8TGxr51+6gyc+ZM/P777+jUqRNq1KiBrKwsrFy5EtWrV0fLli3L3J8qs2fP5vMyatQo6OvrY82aNZBIJJg/f36FjFGazp07Y9OmTbCwsICXlxdOnDiBQ4cOlevewGHDhuHp06do27Ytqlevjn/++QfLli2Dr68v/wnDxIkT8fPPP6Nz584IDw9Ho0aN8Pz5c6SlpWHHjh3IyMiAjY0NunTpghYtWmDKlCnIyMiAl5cXfvrpJ7Xvg67oY79Yo0aNAABffPEF+vTpA6FQiC5dupTpk4l58+bhyJEjaNasGYYPHw4vLy88ffoU586dw6FDh1S+MVNHRZyb3xQbG4uDBw+iRYsWGDlyJF+g1K1bV+HihpubG2bPno2YmBhkZGQgNDQUZmZmuH37Nnbt2oWIiAhMmDChxHE0cSy4ubnB0tISq1evhpmZGUxMTNCsWbMS79dWZeDAgdi2bRtGjBiBI0eOoEWLFpDJZLh27Rq2bduGAwcOlHi7mlAoxNdff43BgwcjICAAffv2xcOHD7FkyRK4uLjgf//7n8LyhoaG2L9/PwYNGoRmzZrh119/xb59+zB16lT+XlEjIyN4eXnhxx9/hIeHB6ysrFC3bl3UrVu3XNuorNQ5xjt37oyZM2di8ODB8Pf3R1paGjZv3qx0X2lZ8tOlSxe0adMGX3zxBTIyMlC/fn0cPHgQe/bsQVRUlMKX7yqClZUVWrZsicGDB+Phw4dISEhArVq1MHz4cACv7hl3c3PDhAkTcPfuXZibm2Pnzp1q39NcUX2oS93z7tv2rxUrVqBly5aoV68ehg8fDldXVzx8+BAnTpzAv//+i4sXL741htzcXFSvXh09evRA/fr1YWpqikOHDiE1NVXhk8syq8hHX7zro9zWr1/P3N3dmUgkYnXq1GEbNmx46wPIVTl//jxr1aoVE4lErHr16mzu3Lls6dKlDAD/PNJiR44cYR07dmQWFhbM0NCQubm5sfDwcHbmzJlS41+3bh1zdXVlAoFA6dFOy5cvZ3Xq1GFCoZBVq1aNjRw5Uq0fAbl16xazt7dnnp6e7NGjR0wul7M5c+awGjVqMJFIxBo0aMD27t2rtO1KegxR8eNj3nx8WvEjUVJTU/m248ePs+bNm/MPrZ80aRL/iK7XX5s6cavy999/syFDhjA3Nzf+RyHatGnDDh06pLCcVCplcXFxrGbNmkwoFDInJye1fgSEsVfPoW3fvj0TiUSsWrVqbOrUqSw5OVnpNeTl5bF+/foxS0tLBpT+IyCHDh1iLVq0YEZGRszc3Jx16dKlxB8BefP1v/mIucOHD7OuXbsyBwcHZmBgwBwcHFjfvn2VHoWjSkn7fY0aNdigQYMU2s6dO8c6duzITE1NmbGxMWvTpg37888/Vcb2+n5QrKRjuUaNGqxTp06lxvbs2TM2ePBgZmNjw0xNTVnHjh3ZtWvXlGJV51FuO3bsYB06dOB/2MLZ2Zl9/vnn7P79+wox5ObmspiYGFarVi1mYGDAbGxsmL+/P1u4cKHCc4afPHnCBg4cyP8IyMCBA9X6EZBi73rsl2TWrFnM0dGR6enpKewzZcn7w4cP2ejRo5mTkxMTCoXMzs6OtWvXjq1du7bU8d92Xn3Xc7OqWA8fPswaNGjA/3DAN998w8aPH88MDQ2V1t+5cydr2bIlMzExYSYmJqxOnTps9OjR7Pr166W+LnWOhbI8yo0xxvbs2cP/UMrr+01Jx42qv3cFBQXs66+/Zt7e3kwkErEqVaqwRo0asbi4OJaTk1NqDD/++CNr0KABE4lEzMrKSu0fAalWrRqbMWOG0mPR/vzzT9aoUSNmYGCg8NgtdfNclr9D5TnGX758ycaPH8/s7e2ZkZERa9GiBTtx4oTKvwUl5UdVHnJzc9n//vc/5uDgwIRCIXN3d3/rj4C8SdW+/abibfDDDz+wmJgYVrVqVWZkZMQ6deqk8Gg1xhi7cuUKa9++PTM1NWU2NjZs+PDh/CPjXj8/FedWlXftoyznf3XPuyXtX4y9+tsdFhbG7OzsmFAoZI6Ojqxz585sx44d/DIl/b2SSCRs4sSJrH79+vwP/dSvX5+tXLlS5bZRF8dYBd1JrsOioqKwZs0a5OXllfqFJ0IIIdoRGhqKy5cvK92bSconPDwcO3bsqNBPGknZpaSkoE2bNti+fTt69Oih7XCIGsr9nGNd9eLFC4XpJ0+eYNOmTWjZsiUVxoQQoiPePFffvHkTSUlJCAwM1E5AhBBSpHKeWVaJ/Pz8EBgYCE9PTzx8+BDr16+HWCwu8Rl6hBBCKp+rqyvCw8P550CvWrUKBgYGJT4WihBCKssHVxyHhIRgx44dWLt2LTiOQ8OGDbF+/XqFR5QRQgjRruDgYPzwww948OABRCIR/Pz8MGfOnBJ/8IMQQirLR3HPMSGEEEIIIer44O45JoQQQgghpLyoOCaEEEIIIaQIFceEEEIIIYQUoeKYEEIIIYSQIlQcE0IIIYQQUoSKY0IIIYQQQop8cM85JuUnl8tx7949mJmZgeM4bYdDCCGEEFJhGGPIzc2Fg4MD9PRKvj5MxTHh3bt3D05OTtoOgxBCCCFEY+7cuYPq1auXOJ+KY8IzMzMD8GqnMTc319g4UqkUBw8eRIcOHSAUCjU2Dik7yo1uo/zoNsqP7qLc6LbKyo9YLIaTkxNf75SEimPCK76VwtzcXOPFsbGxMczNzekkpWMoN7qN8qPbKD+6i3Kj2yo7P6XdOkpfyCOEEEIIIaQIXTmuZIGBgfD19UVCQoK2Q9F5f2f/jbVpa3Eh6wKqGVdDf8/+6ODSQfXCV34GLu0EwACvroDXZ8BbbrYnhBBCCFGFiuP3TGJiIqKiopCdna3tUDTqH/E/GJA0ALnSXADA3by7OJd1Dl+8/AK9PHoj/VEeTET6cLA0AvZGA2fW/7fylT1A/WTgs9Vaip4QQggh7ysqjolO2nh5I18Yv27V6ZW49PVV1Po7DflCQxQ09kaU4XrlDi7+ADQZDlRvVAnREkIIIeRDQZ87a0FhYSEiIyNhYWEBGxsbTJs2DYwxAIBEIsGECRPg6OgIExMTNGvWDCkpKQCAlJQUDB48GDk5OeA4DhzHITY2FgCwadMmNG7cGGZmZrCzs0O/fv2QlZWlpVf47q4+uarUJpAxjPn+Efqf2IZmD6+izb/n0XH393h81VR1J7dTNBskIYQQQj44dOVYCzZu3IihQ4fi9OnTOHPmDCIiIuDs7Izhw4cjMjISV65cwdatW+Hg4IBdu3YhODgYaWlp8Pf3R0JCAqZPn47r168DAExNXxWGUqkUs2bNQu3atZGVlYXo6GiEh4cjKSmpxDgkEgkkEgk/LRaL+b6kUqnGXn9x328bw9HUEZeeXFJoa36NwTtTednHl8xQxfU5BCKm0F5oaAWmwdfxIVInN0R7KD+6jfKjuyg3uq2y8qNu/xwrvmRJKkVgYCCysrJw+fJl/lEiU6ZMwc8//4z9+/fD1dUVmZmZcHBw4Ndp3749mjZtijlz5qh9z/GZM2fQpEkT5Obm8gX0m2JjYxEXF6fUvmXLFhgbG5f/RVaAO4V3sC5vHeSQ822fJ8nQ7qLq3bV66ycwc/iv0C8QmCDZexEKBUYaj5UQQgghui8/Px/9+vVDTk7OWx9ZS1eOtaB58+YKz9jz8/NDfHw80tLSIJPJ4OHhobC8RCKBtbX1W/s8e/YsYmNjcfHiRTx79gxy+auiMjMzE15eXirXiYmJQXR0ND9d/HDsDh06aPw5x8nJyQgKCnrr8wzr3quLZReW4Ub2DViKLGFhYwfgkspluapOAG4BAJiVG/Q+XYEOjo01EP2HTd3cEO2g/Og2yo/uotzotsrKT/En5KWh4liH5OXlQSAQ4OzZsxAIBArzSrr6CwDPnz9Hx44d0bFjR2zevBm2trbIzMxEx44dUVBQUOJ6IpEIIpFIqV0oFFbKyaO0cQJrBCKwRiBeFL6ASCDCi6b/4O+UT6EvK1RYTuzkBtPZe4GsqwCTg6vmTTv2O6qsfYCUD+VHt1F+dBflRrdpOj/q9k01hBacOnVKYfrkyZNwd3dHgwYNIJPJkJWVhVatWqlc18DAADKZTKHt2rVrePLkCebNmwcnJycAr26r+FAY6b+6NcLEtSYcEhJwZ0YcRE8fAQAKvOuj4fLFrxas6qmtEAkhhBDygaDiWAsyMzMRHR2Nzz//HOfOncOyZcsQHx8PDw8P9O/fH2FhYYiPj0eDBg3w6NEjHD58GD4+PujUqRNcXFyQl5eHw4cPo379+jA2NoazszMMDAywbNkyjBgxApcuXcKsWbO0/TI1wjqoHazaBkJy8yb0TExgUPRmgBBCCCGkItCj3LQgLCwML168QNOmTTF69GiMGzcOERERAIANGzYgLCwM48ePR+3atREaGorU1FQ4OzsDAPz9/TFixAj07t0btra2mD9/PmxtbZGYmIjt27fDy8sL8+bNw8KFC7X5EjWKEwhgWKcOFcaEEEIIqXB05biSFT+zGABWrVqlNF8oFCIuLk7lUyReX+/Ndfv27Yu+ffsqtNGDSAghhBBCyoauHBNCCCGEEFKEimNCCCGEEEKKUHFMCCGEEEJIESqOCSGEEEIIKULFMSGEEEIIIUWoOCYfPcYY/v77Fv69d0/boRBCCCFEy+hRbloSGBgIX19fJCQkaDuUj9pfJw/D4OAk1JHfgoxxSDVsBocBa+Do5KLt0AghhBCiBXTlmHy0su7fgcuvA1AVf2OviTFSTAzhU3ASeYnd6RnRhBBCyEeKimPy0bqVvA6/muthsKEDTqZb4UCmNbpXccBz/Tu4cipZ2+ERQgghRAuoOK4Ez58/R1hYGExNTWFvb4/4+HiF+RKJBBMmTICjoyNMTEzQrFkzhV/SS0xMhKWlJQ4cOABPT0+YmpoiODgY9+/fV+jnm2++gaenJwwNDVGnTh2sXLmyMl7ee+v+81tIv2SBed/K0T9FjsGH5PhqDfBdtjXyntzWdniEEEII0QK657gSTJw4EUePHsWePXtQtWpVTJ06FefOnYOvry8AIDIyEleuXMHWrVvh4OCAXbt2ITg4GGlpaXB3dwcA5OfnY+HChdi0aRP09PQwYMAATJgwAZs3bwYAbN68GdOnT8fy5cvRoEEDnD9/HsOHD4eJiQkGDRqkMi6JRAKJRMJPi8ViAIBUKoVUKtXY9ijuW5NjqOOf/AJ8dkLx9gkDGTBwP3D3UwOtx6cNupIbohrlR7dRfnQX5Ua3VVZ+1O2fY3RzpUbl5eXB2toa33//PXr27AkAePr0KapXr46IiAhER0fD1dUVmZmZcHBw4Ndr3749mjZtijlz5iAxMRGDBw/GrVu34ObmBgBYuXIlZs6ciQcPHgAAatWqhVmzZqFv3758H7Nnz0ZSUhL+/PNPlbHFxsYiLi5OqX3Lli0wNjausG2gq3J3L0OjE3dVzjvZNwBWvp9UckSEEEII0ZT8/Hz069cPOTk5MDc3L3E5unKsYenp6SgoKECzZs34NisrK9SuXRsAkJaWBplMBg8PD4X1JBIJrK2t+WljY2O+MAYAe3t7ZGVlAXh120Z6ejqGDh2K4cOH88sUFhbCwsKixNhiYmIQHR3NT4vFYjg5OaFDhw5v3WnelVQqRXJyMoKCgiAUCjU2Tmkunf8dKKE4Dm7aCTbtgys5Iu3TldwQ1Sg/uo3yo7soN7qtsvJT/Al5aag41rK8vDwIBAKcPXsWAoFAYZ6pqSn/7zd3Fo7j+Ccq5OXlAQDWrVunUIQDUOrzdSKRCCKRSKldKBRWysmjssYpiWevobi9NUmpXWZujGptO0DvIz6Bajs35O0oP7qN8qO7KDe6TdP5UbdvKo41zM3NDUKhEKdOnYKzszMA4NmzZ7hx4wYCAgLQoEEDyGQyZGVloVWrVuUao1q1anBwcMDff/+N/v37V2T4HzRDLy9UnTgBDxctAieTv2o0MYbL4qXQU/GmgRBCCCEfPiqONczU1BRDhw7FxIkTYW1tjapVq+KLL76Ant6rB4V4eHigf//+CAsLQ3x8PBo0aIBHjx7h8OHD8PHxQadOndQaJy4uDmPHjoWFhQWCg4MhkUhw5swZPHv2TOHWCaLIeuhQmIeEIO/o79AzMoRpu3YQvHbFnhBCCCEfFyqOK8GCBQuQl5eHLl26wMzMDOPHj0dOTg4/f8OGDZg9ezbGjx+Pu3fvwsbGBs2bN0fnzp3VHmPYsGEwNjbGggULMHHiRJiYmKBevXqIiorSwCv6sAjt7VGlT29th0EIIYQQHUDFcSUwNTXFpk2bsGnTJr5t4sSJ/L+FQiHi4uJUPjkCAMLDwxEeHq7QFhoaqvQrbv369UO/fv0qLnBCCCGEkI8M/QgIIYQQQgghRag4JoQQQgghpAgVx4QQQgghhBSh4pgQQgghhJAiVBwTQgghhBBShIpjQgghhBBCilBxXEEYY4iIiICVlRU4jsOFCxcqtH+O47B7924AQEZGRqljpKSkgOM4ZGdnV2gchBBS0TKf5GPaz2fR/ZufMHV3Kv5+lKftkAghHzF6znEF2b9/PxITE5GSkgJXV1fY2NhoOyRCCNF5V++L0evHWDDz38EJJbj+zAA/b26Bzd3jUN+pirbDI4R8hOjKcQVJT0+Hvb09/P39YWdnB319et9BCNGswidPIH/5UtthvJNJB1cCVZLBCSQAAE6vAFyVI5iUvEzLkRFCPlZUHFeA8PBwjBkzBpmZmeA4DjY2Ngo//ZyQkACO47B//36+rVatWvjmm28AAKmpqQgKCoKNjQ0sLCwQEBCAc+fOlSmGpKQkeHh4wMjICG3atEFGRkaFvDZCiO55fuwY0jt3xs0WLXGjuR/ux8a+t0VyRsEhle135arbSSWTvgAOxQGL6wILagE/jwXysrQdFSEaRZc3K8CSJUvg5uaGtWvXIjU1FcnJyRgzZgxkMhkEAgGOHj0KGxsbpKSkIDg4GHfv3kV6ejoCAwMBALm5uRg0aBCWLVsGxhji4+MREhKCmzdvwszMrNTx79y5g27dumH06NGIiIjAmTNnMH78+FLXk0gkkEgk/LRYLAYASKVSSKXS8m0MNRT3rckxSPlQbnSbVCqFwb17uL9iJVBYCABgL18ie+uPkOW/QLWvZms5wrLj9HPBSmh/3/bDD/H4Efw4EHq3kv9rOLcR7J/jKByWAugbai2usvoQc/Mhqaz8qNs/FccVwMLCAmZmZhAIBLCzs0OXLl0QHh6O8+fPo1GjRvj9998xceJE/gt1KSkpcHR0RK1atQAAbdu2Vehv7dq1sLS0xNGjRxWuQJdk1apVcHNzQ3x8PACgdu3aSEtLw9dff/3W9ebOnYu4uDil9oMHD8LY2Fidl/5OkpOTS1+IaAXlRndVPXGSL4xfJ967Fxfq+0BmaqqFqMrPhjnjEa4ptVeRuyApKUkLEb27D+X4scjPQOAt5dfCPbmFtB9m4o51Sy1E9W4+lNx8qDSdn/z8fLWWo+JYAywtLVG/fn2kpKTAwMAABgYGiIiIwIwZM5CXl4ejR48iICCAX/7hw4f48ssvkZKSgqysLMhkMuTn5yMzM1Ot8a5evYpmzZoptPn5+ZW6XkxMDKKjo/lpsVgMJycndOjQAebm5mq+2rKTSqVITk5GUFAQhEKhxsYhZUe50W1SqRRX1n+rch4nlyOwfn2Iateu5KjejdtTN4QdGAIpe8G36UOEhODpqGdbV4uRld2HdvxwaduA66rn1XcQol67kMoN6B18aLn50FRWfoo/IS8NFccaEhgYiJSUFIhEIgQEBMDKygqenp74448/cPToUYXbHgYNGoQnT55gyZIlqFGjBkQiEfz8/FBQUKDRGEUiEUQikVK7UCislJNHZY1Dyo5yo7teOlWHyY0bSu165uYwrlULeu9Z3upWq4vdoTuQeGkTrj65AQ8rNwyqOwCuFq7aDq3cPpjjp1qdEmcJqtaB4D18jR9Mbj5Qms6Pun1TcawhAQEB+Pbbb6Gvr4/g4GAArwrmH374ATdu3ODvNwaA48ePY+XKlQgJefUu/M6dO3j8+LHaY3l6euLnn39WaDt58uS7vwhCiM7J9vNDtUuXUfjwoUK7zaiR0DN8f+4BfZ2zuTOm+3+h7TDImxwbATUDgNtHFdstawB1e2gnJkIqAT2tQkNat26N3Nxc7N27ly+EAwMDsXnzZtjb28PDw4Nf1t3dHZs2bcLVq1dx6tQp9O/fH0ZGRmqPNWLECNy8eRMTJ07E9evXsWXLFiQmJlbwKyKE6AKZmRmqb/4eVcIGQlSnDkz8/eG4bCmsw8O1HRr5EPXZDDQbARhVAYTGQL2eQPg+wEDz30shRFvoyrGGVKlSBfXq1cPDhw9Rp86rj6Zat24NuVyucL8xAKxfvx4RERFo2LAhnJycMGfOHEyYMEHtsZydnbFz507873//w7Jly9C0aVPMmTMHQ4YMqdDXRAjRDfrVqsFu6lRth0E+BiIz4JOvX/1HyEeCiuMKEhUVhaioKIW2N3/e2crKCnK5XGndBg0aIDU1VaGtRw/Fj6wY++9hRy4uLgrTANC5c2elJ1sMHjxY3fAJIYQQQgjotgpCCCGEEEJ4VBwTQgghhBBShIpjQgghhBBCilBxTAghhBBCSBEqjgkhhBBCCClCxTEhhBBCCCFFqDhWgTGGiIgIWFlZgeM4nD9/XmH6zUe0EUIIIYSQDwM951iF/fv3IzExESkpKXB1dUVqaqrCtI2NjbZDJIQQ8pp/n+Xjx9Q7uJf9Er7Oluje0BHGBvQnjhBSdnTmUCE9PR329vbw9/cHAPzzzz8K04QQQnRHasZTTFz6KwJu/QnX/GyctnLGj40D8X1kG1gaG2g7PELIe4Zuq3hDeHg4xowZg8zMTHAcBxcXF6Vp4NWv1CUkJCis6+vri9jYWACvbs2IjY2Fs7MzRCIRHBwcMHbsWH5ZFxcXzJo1C3379oWJiQkcHR2xYsUKhf4yMzPRtWtXmJqawtzcHL169cLDhw8BADk5ORAIBDhz5gwAQC6Xw8rKCs2bN+fX//777+Hk5FTBW4gQQnTLxlU/IeHAXPS58Rva/nsOo/7ajXHbZ+G7Axe1HRoh5D1EV47fsGTJEri5uWHt2rVITU2FRCLBd999x08LBAK1+tm5cycWL16MrVu3wtvbGw8ePMDFi4on6gULFmDq1KmIi4vDgQMHMG7cOHh4eCAoKAhyuZwvjI8ePYrCwkKMHj0avXv3RkpKCiwsLODr64uUlBQ0btwYaWlp/P3ReXl5/HoBAQElxiiRSCCRSPhpsVgMAJBKpZBKpeXYeuop7luTY5DyodzoNsqPssd5EoT+vgYimUyhvXruE6RvXwNpZ99Ki4Xyo7soN7qtsvKjbv9UHL/BwsICZmZmEAgEsLOzAwClaXVkZmbCzs4O7du3h1AohLOzM5o2baqwTIsWLTBlyhQAgIeHB44fP47FixcjKCgIhw8fRlpaGm7fvs1f/f3uu+/g7e2N1NRUNGnSBIGBgUhJScGECROQkpKCoKAgXLt2DX/88QeCg4ORkpKCSZMmlRjj3LlzERcXp9R+8OBBGBsbq/1ayys5OVnjY5DyodzoNsrPf6TZYng/y1M5r/adU0hKSqrkiCg/uoxyo9s0nZ/8/Hy1lqPiWEN69uyJhIQEuLq6Ijg4GCEhIejSpQv09f/b5H5+fgrr+Pn58bdqXL16FU5OTgq3RXh5ecHS0hJXr15FkyZNEBAQgPXr10Mmk+Ho0aPo0KED7OzskJKSAh8fH9y6dQuBgYElxhgTE4Po6Gh+WiwWw8nJCR06dIC5uXnFbAgVpFIpkpOTERQUBKFQqLFxSNlRbnQb5UdZVuY5PNUD9OXK8/KMZAgJCam0WCg/uotyo9sqKz/Fn5CXhorjctLT0wNjTKHt9cv1Tk5OuH79Og4dOoTk5GSMGjUKCxYswNGjRyss8a1bt0Zubi7OnTuH33//HXPmzIGdnR3mzZuH+vXrw8HBAe7u7iWuLxKJIBKJlNqFQmGlnDwqaxxSdpQb3Ub5+Y+VnRv21wH8ryjPS/c11Mp2ovzoLsqNbtN0ftTtm76QV062tra4f/8+Py0Wi3H79m2FZYyMjNClSxcsXboUKSkpOHHiBNLS0vj5J0+eVFj+5MmT8PT0BAB4enrizp07uHPnDj//ypUryM7OhpeXFwDA0tISPj4+WL58OYRCIerUqYPWrVvj/Pnz2Lt371vvNyaEkA+BkYkNHnd2wHlXjm8rEAA7/Tk07NpTi5ERQt5XdOW4nNq2bYvExER06dIFlpaWmD59usKX9RITEyGTydCsWTMYGxvj+++/h5GREWrUqMEvc/z4ccyfPx+hoaFITk7G9u3bsW/fPgBA+/btUa9ePfTv3x8JCQkoLCzEqFGjEBAQgMaNG/N9BAYGYtmyZejRowcAwMrKCp6envjxxx+Vnn5BCCEfov/1/hFz9Lvh+8dPYJEL5FgzhNfwQ+sWMdoOjRDyHqLiuJxiYmJw+/ZtdO7cGRYWFpg1a5bClWNLS0vMmzcP0dHRkMlkqFevHn755RdYW1vzy4wfPx5nzpxBXFwczM3NsWjRInTs2BEAwHEc9uzZgzFjxqB169bQ09NDcHAwli1bphBHQEAAEhISFO4tDgwMxMWLF996vzEhhHwoDExsEBv2O8QP/8KTJzdQ3bk1hKZVtR0WIeQ9xbE3b5wllcLFxQVRUVGIiorSdig8sVgMCwsL5OTkaPwLeUlJSQgJCaF7v3QM5Ua3UX50G+VHd1FudFtl5UfdOofuOSaEEEIIIaQIFceEEEIIIYQUoXuOtSQjI0PbIRBCCCGEkDfQlWNCCCGEEEKKUHFMCCGEEEJIESqOCSGEEEIIKULFcQVhjCEiIgJWVlbgOA4XLlxQWiY2Nha+vr6VHhshhBBCCFEPfSGvguzfvx+JiYlISUmBq6sr7O3tsWvXLoSGhmo7NEIIIRr047Uf8cO1H/Aw/yEcmANqPKkBXztfbYdFiM6TyuQ4dOUhbj4UI/cph45yBl14CjUVxxUkPT0d9vb28Pf3r/SxCwoKYGBgUOnjEkLIx27dX+uw9PxSfvoGbmD4oeHY2nkr3CzdtBgZUZD9D0TSbG1HQV6TJX6Jft+cwq2svKIWAU6sOYXNw5vDwki7JTLdVlEBwsPDMWbMGGRmZoLjOLi4uAAAPvvsM4XpYmvWrIGTkxOMjY3Rq1cv5OTk8PMCAwOVfjUvNDQU4eHh/LSLiwtmzZqFsLAwmJubIyIiAomJibC0tMSBAwfg6ekJU1NTBAcH4/79+xp61YQQ8nGTyCTYcHmDUvtL2UtsurJJCxERJZkngZX+EK5ohOBLYyHY0gPI+VfbUREAc3+9BvHtTAy5tBfTT27AwCv7cS/9DpYcuqnt0OjKcUVYsmQJ3NzcsHbtWqSmpkIgEKBq1arYsGEDgoODIRAI+GVv3bqFbdu24ZdffoFYLMbQoUMxatQobN68uUxjLly4ENOnT8eMGTMAAMeOHUN+fj4WLlyITZs2QU9PDwMGDMCECRNK7FsikUAikfDTYrEYwKufcZRKpWXdDGor7luTY5DyodzoNsqPbrmbexe5Bbkq5918dpPypG15WdD/vju4gjy+Se92CtjmXigclgJwnPZiI7h+LBUrU1bCpPAlAMDvwWWEZJzAPKNoSIPdNTKmusckFccVwMLCAmZmZhAIBLCzs+PbLS0tFaYB4OXLl/juu+/g6OgIAFi2bBk6deqE+Ph4pWXfpm3bthg/fjw/fezYMUilUqxevRpubq8+youMjMTMmTNL7GPu3LmIi4tTaj948CCMjY3VjqW8kpOTNT4GKR/KjW6j/OgGKZPCEIZ4iZdK8/TF+khKStJCVKRYrYf74P1aYVyMy7qMU9sX44lpHS1ERYoN+OsXvjAuZlnwHF3O/YKkJBONjJmfn6/WclQcVzJnZ2e+MAYAPz8/yOVyXL9+vUzFcePGjZXajI2N+cIYAOzt7ZGVlVViHzExMYiOjuanxWIxnJyc0KFDB5ibm6sdS1lJpVIkJycjKCgIQqEu3HpPilFudBvlR/c8THuI1WmrFdpEAhGmtJ+CWpa1tBQVAQC9g8eBe6rnNfd2AfMOqdyAiIIbMVNVtjd6eht1QzSTm+JPyEtDxbGO0dPTA2NMoU3VxwAmJsrvqt78Y8lxnFJfrxOJRBCJRCr7qYw/vJU1Dik7yo1uo/zojtENR8PSyBJbrm5BVn4WHDlHTGs7DZ62ntoOjbj4A6lrlNs5Pei7+AN0DGmVfpUqkD95otRuVtVGY+c3dfulL+RpiFAohEwmU2rPzMzEvXv/vZU9efIk9PT0ULt2bQCAra2twpfoZDIZLl26pPmACSGElEt/z/7Y120f/uz9JwabDoaPjY+2QyIAUKczUKOFcnuzkYClU+XHQxRY9e6lur2P6vbKRMWxhri4uODw4cN48OABnj17xrcbGhpi0KBBuHjxIo4dO4axY8eiV69e/C0Vbdu2xb59+7Bv3z5cu3YNI0eORHZ2tpZeBSGEEPKeEugDA3YCHedCXqMFHpjXR2HoWiB4jrYjIwBsRo2CZa9e/BV8ub4+LAeFocrAgVqOjIpjjYmPj0dycjKcnJzQoEEDvr1WrVro1q0bQkJC0KFDB/j4+GDlypX8/CFDhmDQoEEICwtDQEAAXF1d0aZNG228BEIIIeT9JjQC/EZBNmAPTrmNB/Pupu2ISBFOXx/2M+PgnnIE1Td/j7+/mAqbCRPA6cBTRDj2tptSyUdFLBbDwsICOTk5Gv9CXlJSEkJCQui+SR1DudFtlB/dRvnRXZQb3VZZ+VG3zqErx4QQQgghhBSh4pgQQgghhJAiVBwTQgghhBBShIpjQgghhBBCilBxTAghhBBCSBEqjgkhhBBCCCny0RbHjDFERETAysoKHMfB0tISUVFR/HwXFxckJCSUud/w8HCEhoZWWJzqCgwMVIiflJ34zDGkz5mI+1tWg6n4dUNCCCGEfPg+2uJ4//79SExMxN69e3H//n3UrVu3TOtnZGSA4zhcuHBBMwGSSsPkclzp2RZ3B0Sg4Lu9yJ65BNf9fCC+dFbboRFCCCGkkn20xXF6ejrs7e3h7+8POzs76Ovray2WgoICrY1NgCsz/wcu7b5CGxPL8e/YYVqKiBBCCCHa8lEWx+Hh4RgzZgwyMzPBcRxcXFxULpefn48hQ4bAzMwMzs7OWLt2LT+vZs2aAIAGDRqA4zgEBgYqrLtw4ULY29vD2toao0ePhlQq5ee5uLhg1qxZCAsLg7m5OSIiIgAAf/zxB1q1agUjIyM4OTlh7NixeP78Ob/eypUr4e7uDkNDQ1SrVg09evRQGFMul2PSpEmwsrKCnZ0dYmNj32ErfUSOpqhs5u69RPatq5UbCyGEEEK0SnuXS7VoyZIlcHNzw9q1a5GamgqBQICePXsqLRcfH49Zs2Zh6tSp2LFjB0aOHImAgADUrl0bp0+fRtOmTXHo0CF4e3vDwMCAX+/IkSOwt7fHkSNHcOvWLfTu3Ru+vr4YPnw4v8zChQsxffp0zJgxA8CrK9nBwcGYPXs2vv32Wzx69AiRkZGIjIzEhg0bcObMGYwdOxabNm2Cv78/nj59imPHjinEu3HjRkRHR+PUqVM4ceIEwsPD0aJFCwQFBancDhKJBBKJhJ8Wi8UAXv2M4+vFfEUr7luTY5RFDgpRpYR52U+ewqSGbsRZGXQtN0QR5Ue3UX50F+VGt1VWftTtn2OMMY1GoqMSEhKQkJCAjIwMAK++0Obr68t/Cc/FxQWtWrXCpk2bALz6Ap+dnR3i4uIwYsQIZGRkoGbNmjh//jx8fX35fsPDw5GSkoL09HQIBAIAQK9evaCnp4etW7fyfTdo0AC7du3i1xs2bBgEAgHWrFnDt/3xxx8ICAjA8+fPkZSUhMGDB+Pff/+FmZmZ0usJDAyETCZTKJibNm2Ktm3bYt68eSq3QWxsLOLi4pTat2zZAmNjYzW24ofh2q8z8WlKvlL7TXsgZ8wXMBcob29CCCGEvF/y8/PRr18/5OTkwNzcvMTlPsorx+ry8fHh/81xHOzs7JCVlVXqet7e3nxhDAD29vZIS0tTWKZx48YK0xcvXsRff/2FzZs3822MMcjlcty+fRtBQUGoUaMGXF1dERwcjODgYHz22WcKRezr8RaP+7Z4Y2JiEB0dzU+LxWI4OTmhQ4cOb91p3pVUKkVycjKCgoIgFAo1No66dsp/hEvGBfhk/Pc+UWwErP1EgLXt28LWyFaL0VUuXcsNUUT50W2UH91FudFtlZWf4k/IS0PF8Vu8mSCO4yCXyytkPRMTE4XpvLw8fP755xg7dqxSf87OzjAwMMC5c+eQkpKCgwcPYvr06YiNjUVqaiosLS3LFa9IJIJIJFIZf2WcPCprnNIE1+mM2X3+Qv2/GWrfZXhqxuG4F4fa1RvAwdxB2+Fpha7khqhG+dFtlB/dRbnRbZrOj7p9U3FcTsX3GMsq6Hm4DRs2xJUrV1CrVq0Sl9HX10f79u3Rvn17zJgxA5aWlvjtt9/QrVu3ConhY9Wzdk+cuHcCKVwKLrq9arM1ssUMvxnaDYwQQgghlY6K43KqWrUqjIyMsH//flSvXh2GhoawsLAod3+TJ09G8+bNERkZiWHDhsHExARXrlxBcnIyli9fjr179+Lvv/9G69atUaVKFSQlJUEul6N27doV+Ko+TkI9IZa1W4YzD87gwqMLqGZcDe1rtIeRvpG2QyOEEEJIJfsoH+VWEfT19bF06VKsWbMGDg4O6Nq16zv15+Pjg6NHj+LGjRto1aoVGjRogOnTp8PB4dXH+paWlvjpp5/Qtm1beHp6YvXq1fjhhx/g7e1dES+HAGhs1xjD6g1DF7cuVBgTQgghH6mP9mkVRJlYLIaFhUWp3+J8V1KpFElJSQgJCaF7v3QM5Ua3UX50G+VHd1FudFtl5UfdOoeuHBNCCCGEEFKEimNCCCGEEEKKUHFMCCGEEEJIESqOCSGEEEIIKULFMSGEEEIIIUWoOCaEEEIIIaQIFceEEPIeYHI5bh36A88vXIc077m2wyGEkA8WFcdawBhDREQErKyswHEcLly4UOo6Li4uSEhIUHuMjIwMtfsmhOi22yfO4UTz1sD/RqHBDxtwvXUgTq7drO2wCCHkg0Q/H60F+/fvR2JiIlJSUuDq6gobG5tS10lNTYWJiYnaYzg5OeH+/ftq9U0I0V1yqRRPIiNQ5fl/V4sNpRIYLJ6NzOaN4OxTR4vREULIh4euHGtBeno67O3t4e/vDzs7O+jrl/4exdbWFsbGxmqPIRAI1O6bEKK7zu3cB5PnyrdR6DHg79VLtRARIYR82KhyqmTh4eHYuHEjAIDjONSoUQMuLi6oW7cuAGDTpk0QCoUYOXIkZs6cCY7jALy6rSIqKgpRUVH8uuvWrcO+fftw4MABODo6Ij4+Hp9++imAV7dV1KxZE+fPn4evr6/KWCQSCSQSCT8tFosBvPoZR6lUqomXz/f/+v+J7qDc6B7u9ukS55k+vU650iF0/Oguyo1uq6z8qNs/FceVbMmSJXBzc8PatWuRmpoKgUCAnj17YuPGjRg6dChOnz6NM2fOICIiAs7Ozhg+fHiJfcXFxWH+/PlYsGABli1bhv79++Off/6BlZWVWrHMnTsXcXFxSu0HDx4s01Xq8kpOTtb4GKR8KDe6o9A8D276gKhQed5lZxnuJiVVflDkrej40V2UG92m6fzk5+ertRwVx5XMwsICZmZm/G0PxZycnLB48WJwHIfatWsjLS0NixcvfmtxHB4ejr59+wIA5syZg6VLl+L06dMIDg5WK5aYmBhER0fz02KxGE5OTujQoQPMzc3L+QpLJ5VKkZycjKCgIAiFQo2NQ8qOcqN7Dv4tx6brhzHkoFzhPrhj3hyyguqjX2CI1mIjiuj40V2UG91WWfkp/oS8NFQc64jmzZvzt1AAgJ+fH+Lj4yGTySAQCFSu4+Pjw//bxMQE5ubmyMrKUntMkUgEkUik1C4UCivl5FFZ45Cyo9zojhrW7jjYSA83HDm0uiyHoRQ4U4vDeTcOEx0aUZ50EB0/uotyo9s0nR91+6bi+D32ZpI5joNcLtdSNIQQTahrUxcNqzbEOZxDht1/b5SriKrgU7dPtRgZIYR8mOhpFTri1KlTCtMnT56Eu7t7iVeNCSEfj6Vtl6Kza2cI9V69IW5crTHWdVgHS0NL7QZGCCEfICqOdURmZiaio6Nx/fp1/PDDD1i2bBnGjRun7bAIITrAQmSBua3m4ljPY5hmMQ1r261Fbava2g6LEEI+SHRbhY4ICwvDixcv0LRpUwgEAowbNw4RERHaDosQokMMBAYQccrfEyCEEFJxqDjWgtefV1xMKBQiISEBq1atUrlORkaGwjRjTGmZ7Oxs/t/Fzy82NTV9p1gJIYQQQj4mdFvFB+jp06fYsWMHzM3N4eTkpO1wCCGEEELeG3Tl+AM0dOhQnD17FqtWrVL5qDZCCCGEEKIaFcc6ICUlpUL727VrV4X2RwghhBDysaDbKgghhBBCCClCxTEhhBBCCCFFqDgmhBBCCCGkCBXHZcAYQ0REBKysrMBxHC5cuKDtkN4qPDwcoaGh2g6DEEIIIaRkL7KhJ5dqOwoefSGvDPbv34/ExESkpKTA1dUVNjY2lTJueHg4srOzsXv37koZjxBCCCFE4zL+wIu9U2D0OA0dOQPIcRTo9DVgYKzVsKg4LoP09HTY29vD399f26EQQgghhLy/nqSjYGM3ZOjLcYGZw1RfjrZ/bUJ+bjaqhG3Samh0W4WawsPDMWbMGGRmZoLjOLi4uCAwMBCRkZGIjIyEhYUFbGxsMG3aNIVfr3NxccGcOXMwZMgQmJmZwdnZGWvXrlXo+86dO+jVqxcsLS1hZWWFrl278r+IFxsbi40bN2LPnj3gOA4cx/GPfnvbeoQQQgghuur2r0uQmG2Gh7/YwvdHU9TcbI6fztkj4+9ksJx/tRobXTlW05IlS+Dm5oa1a9ciNTUVAoEAPXv2xMaNGzF06FCcPn0aZ86cQUREBJydnTF8+HB+3fj4eMyaNQtTp07Fjh07MHLkSAQEBKB27dqQSqXo2LEj/Pz8cOzYMejr62P27NkIDg7GX3/9hQkTJuDq1asQi8XYsGEDAMDKyqrU9QwMDEp9TRKJhP+ZaQAQi8UAAKlUCqlUc/f+FPetyTFI+VBudBvlR7dRfnQX5Ub3nLh5Dn4HDKAvfzUtYEDj68AVqSWMr12Ga8NqFT6muvmn4lhNFhYWMDMzg0AggJ2dHd/u5OSExYsXg+M41K5dG2lpaVi8eLFCcRwSEoJRo0YBACZPnozFixfjyJEjqF27Nn788UfI5XJ888034DgOALBhwwZYWloiJSUFHTp0gJGRESQSicK433//fanrlWbu3LmIi4tTaj948CCMjTV/v09ycrLGxyDlQ7nRbZQf3Ub50V2UG91RcC2fL4xfV+dvDvtOnoLbg5cVPmZ+fr5ay1Fx/I6aN2/OF6cA4Ofnh/j4eMhkMggEAgCAj48PP5/jONjZ2SErKwsAcPHiRdy6dQtmZmYK/b58+RLp6ekljlve9V4XExOD6OhoflosFsPJyQkdOnSAubm5Wn2Uh1QqRXJyMoKCgiAUCjU2Dik7yo1uo/zoNsqP7qLc6J593y0E8EKpXQ9AUF0v1GkdUuFjFn9CXhoqjivBmwcix3GQy1+9XcrLy0OjRo2wefNmpfVsbW1L7LO8671OJBJBJBKpjLcyTh6VNQ4pO8qNbqP86DbKj+6i3OgOuxatgMu7lNpfiDjUb/4JBBrIk7q5p+L4HZ06dUph+uTJk3B3d+evGpemYcOG+PHHH1G1atUSr9YaGBhAJpOVeT1CCCGEEF3UJGIqzuz9Deb3chTaDT4fBIGJiZaieoWeVvGOMjMzER0djevXr+OHH37AsmXLMG7cOLXX79+/P2xsbNC1a1ccO3YMt2/fRkpKCsaOHYt//331bU0XFxf89ddfuH79Oh4/fgypVKrWeoQQQgghukhgaorGuw6AG94PYs/q+NfTEdbLE1B31GRth0bF8bsKCwvDixcv0LRpU4wePRrjxo1DRESE2usbGxvj999/h7OzM7p16wZPT08MHToUL1++5K8IDx8+HLVr10bjxo1ha2uL48ePq7UeIYQQQoiuElhYoM74aWi4LQn54WNQJaCttkMCQLdVlElUVBSioqIU2oRCIRISErBq1SqV66h67vCbPzttZ2eHjRs3ljiura0tDh48qNRe2nqJiYklziOEEEIIIcroyjEhhBBCCCFFqDgmhBBCCCGkCN1W8Q6Kf8aZEEIIIYR8GOjKMSGEEEIIIUWoOCaEEEIIIaQIFceEEEIIIYQUoeL4DYwxREREwMrKChzHwdLSUunxbYQQQiqOVCbHiiO3ELToKFrPP4K4Xy7j2fMCbYdFCPlIUXH8hv379yMxMRF79+7F/fv3Ubdu3XfuMzExEZaWlmVeLyUlBRzHITs7+51jIIQQXTVm60ksvbAQ9y0m4qntePxwey66f7MPkkKZtkMjhHyE6GkVb0hPT4e9vT38/f0BAPr6ur+JCgoKYGBgoO0wCCGkzG48zMXx7K9hYPU3TF4w6MuBHIuLeCL9G7sv1kPvRrW0HSIh5CNDV45fEx4ejjFjxiAzMxMcx8HFxQUAUFhYiMjISFhYWMDGxgbTpk0DY4xfTyKRYMKECXB0dISJiQmaNWvGP+YtJSUFgwcPRk5ODjiOA8dxiI2NBQBs2rQJjRs3hpmZGezs7NCvXz9kZWUBePXLem3atAEAVKlSBRzHITw8HAAQGBiIyMhIREVFwcbGBh07dsSQIUPQuXNnhdcjlUpRtWpVrF+/XnMbjRBC3kHyrbOwRDombZdh/RIZ1i2V4avEQtR4LMah9N3aDo8Q8hHS/cuilWjJkiVwc3PD2rVrkZqaCoFAgJ49e2Ljxo0YOnQoTp8+jTNnziAiIgLOzs4YPnw4ACAyMhJXrlzB1q1b4eDggF27diE4OBhpaWnw9/dHQkICpk+fjuvXrwMATE1NAbwqXmfNmoXatWsjKysL0dHRCA8PR1JSEpycnLBz5050794d169fh7m5OYyMjPhYN27ciJEjR+L48eMAgCdPnqB169a4f/8+7O3tAQB79+5Ffn4+evfurfL1SiQSSCQSflosFvNxSaXSCt66/ynuW5NjkPKh3Oi2DzE/+vmnMGWbDK4P/2tzvw9M2yrDT6P+fK9e64eYnw8F5Ua3VVZ+1O2fY69fAiVISEhAQkICMjIyALy6SpuVlYXLly+D4zgAwJQpU/Dzzz/jypUryMzMhKurKzIzM+Hg4MD30759ezRt2hRz5sxBYmIioqKiSr13+MyZM2jSpAlyc3NhamqKlJQUtGnTBs+ePVO4ZzkwMBBisRjnzp1TWN/b2xuDBg3CpEmTAACffvoprK2tsWHDBpXjxcbGIi4uTql9y5YtMDY2Lm1TEULIOxNd3IoaWy6onHcrwBLykCmVGxAh5IOVn5+Pfv36IScnB+bm5iUuR1eO1dC8eXO+MAYAPz8/xMfHQyaTIS0tDTKZDB4eHgrrSCQSWFtbv7Xfs2fPIjY2FhcvXsSzZ88gl8sBAJmZmfDy8nrruo0aNVJqGzZsGNauXYtJkybh4cOH+PXXX/Hbb7+V2EdMTAyio6P5abFYDCcnJ3To0OGtO827kkqlSE5ORlBQEIRCocbGIWVHudFtH2J+cnPu4iEuqJzXwMQd1UJCKjegd/Ah5udDQbnRbZWVn+JPyEtDxfE7ysvLg0AgwNmzZyEQCBTmFd8+ocrz58/RsWNHdOzYEZs3b4atrS0yMzPRsWNHFBSU/ggjExMTpbawsDBMmTIFJ06cwJ9//omaNWuiVatWJfYhEokgEomU2oVCYaWcPCprHFJ2lBvd9iHlxzSwMx7OXQao+AzTvF3P9/J1fkj5+dBQbnSbpvOjbt9UHKvh1KlTCtMnT56Eu7s7BAIBGjRoAJlMhqysrBILUQMDA8hkio8kunbtGp48eYJ58+bByckJwKvbKt5cD4DSuiWxtrZGaGgoNmzYgBMnTmDw4MFqrUcIIdpi4OwMyx49kL19h0K7kU9dmHX8REtREUI+ZlQcqyEzMxPR0dH4/PPPce7cOSxbtgzx8fEAAA8PD/Tv3x9hYWGIj49HgwYN8OjRIxw+fBg+Pj7o1KkTXFxckJeXh8OHD6N+/fowNjaGs7MzDAwMsGzZMowYMQKXLl3CrFmzFMatUaMGOI7D3r17ERISAiMjo7dejQZe3VrRuXNnyGQyDBo0SGPbhBBCKordzJkw8vVFzs+/gL18CdO2bWE1cAC49+BRmoSQDw89yk0NYWFhePHiBZo2bYrRo0dj3LhxiIiI4Odv2LABYWFhGD9+PGrXro3Q0FCkpqbC2dkZAODv748RI0agd+/esLW1xfz582Fra4vExERs374dXl5emDdvHhYuXKgwrqOjI+Li4jBlyhRUq1YNkZGRpcbavn172Nvbo2PHjgpfECSEEF3FcRwsu3dHjY2JcPlxK2w+j4AefSmYEKIl9LSKD0xeXh4cHR2xYcMGdOvWrUzrisViWFhYlPotzncllUqRlJSEkJAQuvdLx1BudBvlR7dRfnQX5Ua3VVZ+1K1z6DOrD4RcLsfjx48RHx8PS0tLfPrpp9oOiRBCCCHkvUPF8QciMzMTNWvWRPXq1ZGYmPhe/Ow1IYQQQoiuoQrqA+Hi4gK6Q4YQQggh5N3QF/IIIYQQQggpQsUxIYQQQgghRag4JoQQQgipRFefXEXKnRQ8fvFY26EQFag4LiPGGCIiImBlZQWO43DhwoVKGTcwMBBRUVElzg8PD0doaGilxEIIIYSQsnvy4gkGJg1Er729MPZwJIJ2BGHJuSXaDou8gb6QV0b79+9HYmIiUlJS4OrqChsbG22HRAghhJD3QOzxGai55xxGnpGjynPghoMMPwSsRW2r2gh2CdZ2eKQIXTkuo/T0dNjb28Pf3x92dnb0yDRCCCGElCr7ZTYcthxB36OvCmMA8LgHTN0mx59HvtducEQBFcdlEB4ejjFjxiAzMxMcx8HFxQWBgYGIjIxEZGQkLCwsYGNjg2nTpik8Vk0ikWDChAlwdHSEiYkJmjVrhpSUFH7+kydP0LdvXzg6OsLY2Bj16tXDDz/88NZY9u3bBwsLC2zevFmhPS4uDra2tjA3N8eIESNQUFBQoduAEEIIIWWXn/cMHc7IldqFMqDu4dtaiIiUhC57lsGSJUvg5uaGtWvXIjU1FQKBAD179sTGjRsxdOhQnD59GmfOnEFERAScnZ0xfPhwAEBkZCSuXLmCrVu3wsHBAbt27UJwcDDS0tLg7u6Oly9folGjRpg8eTLMzc2xb98+DBw4EG5ubmjatKlSHFu2bMGIESOwZcsWdO7cmW8/fPgwDA0NkZKSgoyMDAwePBjW1tb46quvVL4eiUQCiUTCT4vFYgCvfsZRKpVW5KZTUNy3Jscg5UO50W2UH91G+dFdupAby1wgp4TrVdUfvPyo95vKyo+6/XOMfjmiTBISEpCQkICMjAwAr74ol5WVhcuXL4PjOADAlClT8PPPP+PKlSvIzMyEq6srMjMz4eDgwPfTvn17NG3aFHPmzFE5TufOnVGnTh0sXLiQH8fX1xfu7u744osvsGfPHgQEBPDLh4eH45dffsGdO3dgbGwMAFi9ejUmTpyInJwc6Okpf0gQGxuLuLg4pfYtW7bwfRBCCCHk3QlyH8J1QTw4ifLf40J3ffw9bLYWovq45Ofno1+/fsjJyYG5uXmJy9GV4wrQvHlzvjAGAD8/P8THx0MmkyEtLQ0ymQweHh4K60gkElhbWwMAZDIZ5syZg23btuHu3bsoKCiARCJRKlB37NiBrKwsHD9+HE2aNFGKo379+grr+Pn5IS8vD3fu3EGNGjWUlo+JiUF0dDQ/LRaL4eTkhA4dOrx1p3lXUqkUycnJCAoKglAo1Ng4pOwoN7qN8qPbKD+6Sxdyc/f+XZjujcOjC4p/X/WEchR4WyEkJEQrcemCyspP8SfkpaHiWMPy8vIgEAhw9uxZCAQChXmmpqYAgAULFmDJkiVISEhAvXr1YGJigqioKKX7hRs0aIBz587h22+/RePGjRUK8vIQiUQQiURK7UKhsFJOHpU1Dik7yo1uo/zoNsqP7tJmbhwcnPFHHS80EqXh6U0TFL4QwMimADbeufip9mg0on1G4/lRt28qjivAqVOnFKZPnjwJd3d3CAQCNGjQADKZDFlZWWjVqpXK9Y8fP46uXbtiwIABAAC5XI4bN27Ay8tLYTk3NzfEx8cjMDAQAoEAy5cvV5h/8eJFvHjxAkZGRnwcpqamcHJyqqiXSgghhJByMNDXw91W82AsH43mNa8CACRMiG8RiuAuQ7UcHXkdFccVIDMzE9HR0fj8889x7tw5LFu2DPHx8QAADw8P9O/fH2FhYYiPj0eDBg3w6NEjHD58GD4+PujUqRPc3d2xY8cO/Pnnn6hSpQoWLVqEhw8fKhXHxf0dOXIEgYGB0NfXR0JCAj+voKAAQ4cOxZdffomMjAzMmDEDkZGRKu83JoQQQkjlGtiuEXZb7cS4349AL+8+RE6NMLhDE9S0MdF2aOQ1VBxXgLCwMLx48QJNmzaFQCDAuHHjEBERwc/fsGEDZs+ejfHjx+Pu3buwsbFB8+bN+SdNfPnll/j777/RsWNHGBsbIyIiAqGhocjJyVE5Xu3atfHbb7/xV5CLC/F27drB3d0drVu3hkQiQd++fREbG6vx108IIYQQ9YQ2cERogwHaDoO8BRXHZRQVFaX0M85CoRAJCQlYtWqVynWEQiHi4uJUPhkCAKysrLB79+63jvv6c5EBwNPTEw8fPuSnExMT+X+XNA4hhBBCCHk7+rydEEIIIYSQIlQcE0IIIYQQUoRuq3hHb97uQAghhBBC3l905ZgQQgghhJAiVBwTQgghhBBShIpjQgghhBBCilBxXMnCw8MRGhqq8XHy8/PRvXt3mJubg+M4ZGdna3zMj1buA+BaEnD/orYjea8xxvD8xAk8/e475B37A0wu13ZIhBBCPkL0hbwP1MaNG3Hs2DH8+eefsLGxgYWFhbZD+jAdnAacXAnIC19NO/sBvb8HTGy0G1c5nb93GyseJGPRll1wMXPH1FaDUdvWQePjyvLycGd4BF6cP8+3GXp7w3n9NxBYWmp8fEIIIaQYXTn+QKWnp8PT0xN169aFnZ0dOI7Tdkgfnr+2AX8u/a8wBoDME8DeKK2F9C5+vnIaQw73x33Do3iKsziXuxU9fumJU3duanzsx8uWKRTGAPDy8mVkLVqs8bEJIYSQ11FxXA5yuRzz589HrVq1IBKJ4OzsjK+++goAkJaWhrZt28LIyAjW1taIiIhAXl6eUh8LFy6Evb09rK2tMXr0aEilUn6eRCLBhAkT4OjoCBMTEzRr1kzpkXE7d+6Et7c3RCIRXFxc+J+QBoDAwEDEx8fj999/B8dxCAwM1Mh2+Ohd2KK6/VoS8OJZ5cZSAeaeWghO8FKxUSDGtKOLND62OOlX1e3792t8bEIIIeR1dFtFOcTExGDdunVYvHgxWrZsifv37+PatWt4/vw5OnbsCD8/P6SmpiIrKwvDhg1DZGSkws87HzlyBPb29jhy5Ahu3bqF3r17w9fXF8OHDwcAREZG4sqVK9i6dSscHBywa9cuBAcHIy0tDe7u7jh79ix69eqF2NhY9O7dG3/++SdGjRoFa2trhIeH46effsKUKVNw6dIl/PTTTzAwMFD5OiQSCSQSCT8tFosBAFKpVKFYr2jFfWtyjMogkOSqfnfJZJDm5wL6ppUdUrnJ5DLkcteg6vOFBwVpGs8VY0z1DLn8vd9PKtKHcux8qCg/uotyo9sqKz/q9s+xEv8qEVVyc3Nha2uL5cuXY9iwYQrz1q1bh8mTJ+POnTswMTEBACQlJaFLly64d+8eqlWrhvDwcKSkpCA9PR0CgQAA0KtXL+jp6WHr1q3IzMyEq6srMjMz4eDw372e7du3R9OmTTFnzhz0798fjx49wsGDB/n5kyZNwr59+3D58mUAQFRUFC5cuPDWHymJjY1FXFycUvuWLVtgbGxc7m30sfB4sBue939Sas82csbROrO1ENG7+eLJV+AEL5Ta9QrsMLNqpEbHtt2zB1X+PKHUntO4MR727KHRsQkhhHwc8vPz0a9fP+Tk5MDc3LzE5ejKcRldvXoVEokE7dq1Uzmvfv36fGEMAC1atIBcLsf169dRrVo1AIC3tzdfGAOAvb090tLSALy6LUMmk8HDw0Ohb4lEAmtra36crl27Ksxv0aIFEhISIJPJFPp+m5iYGERHR/PTYrEYTk5O6NChw1t3mncllUqRnJyMoKAgCIVCjY2jcZJWYN/fAvfgL76JGZjAtOdKhDg112Jg5bNlVyquvNij1B7g0BkhHUI0OrasRUvci4iA5MoVvs2gVi3UX7gA+kX7PfmAjp0PFOVHd1FudFtl5af4E/LSUHFcRkZGRu/cx5uJ5zgO8qLHVuXl5UEgEODs2bNKRa6pacV+TC8SiSASiVTGVxknj8oaR2OEVsDQZODSTuDOKcCiOjjf/tC3cNR2ZOXybddp6Lb9Ce4W/gmOk4PJ9VHHpCMSPhkDPT3Nfj1BaGONmtu3Ie/33yG5cRMiN1eYBgaC06dTlCrv/bHzgaP86C7KjW7TdH7U7Zv+8pSRu7s7jIyMcPjwYaXbKjw9PZGYmIjnz5/zV4+PHz8OPT091K5dW63+GzRoAJlMhqysLLRq1UrlMp6enjh+/LhC2/Hjx+Hh4aH2VWNSQYSGQIP+r/57z5mIRNjbeynW/bQVFu6O8HfxRk2rapU2PicQwKxNG5i1aVNpYxJCCCFvouK4jAwNDTF58mRMmjQJBgYGaNGiBR49eoTLly+jf//+mDFjBgYNGoTY2Fg8evQIY8aMwcCBA/lbKkrj4eGB/v37IywsDPHx8WjQoAEePXqEw4cPw8fHB506dcL48ePRpEkTzJo1C71798aJEyewfPlyrFy5UsOvnnwMHA3NEVKvFV1dIYQQ8lGi4rgcpk2bBn19fUyfPh337t2Dvb09RowYAWNjYxw4cADjxo1DkyZNYGxsjO7du2PRorI9CmvDhg2YPXs2xo8fj7t378LGxgbNmzdH586dAQANGzbEtm3bMH36dMyaNQv29vaYOXMmwsPDNfBqCSGEEEI+HvS0CsITi8WwsLAo9Vuc70oqlSIpKQkhISF0dVLHUG50G+VHt1F+dBflRrdVVn7UrXPoR0AIIYQQQggpQsUxIYQQQgghRag4JoQQQgghpAgVx4QQQgghhBSh4pgQQgghhJAiVBwTQgghhBBShIrjSsIYQ0REBKysrMBxHEJDQxEaGqr2+ikpKeA4DtnZ2RqLkRBCPjSyJ5k4mzAIf8R+iqzj32s7HELIe4B+BKSS7N+/H4mJiUhJSYGrqyuMjIxAj5gmhBDNSd+XgAdxa2AlBowBPNz2Fc63Wo6Oq44DegJth0cI0VF05biSpKenw97eHv7+/rCzs4OFhQUsLS21HRYhhHyYZIW4M/dVYVxMXw44H83BuQ2TtBcXIUTnUXFcCcLDwzFmzBhkZmaC4zi4uLggPDxc4bYKiUSCsWPHomrVqjA0NETLli2Rmpqq1NfZs2fRuHFjGBsbw9/fH9evX1eY/8svv6BJkyYwNDSEjY0NPvvsM02/PEII0TnX9q9Gtceq5907eKRygyGEvFfotopKsGTJEri5uWHt2rVITU2FQCDAxIkTFZaZNGkSdu7ciY0bN6JGjRqYP38+OnbsiFu3bsHKyopf7osvvkB8fDxsbW0xYsQIDBkyBMePHwcA7Nu3D5999hm++OILfPfddygoKEBSUlKJcUkkEkgkEn5aLH51iUUqlUIqlVbkJlBQ3LcmxyDlQ7nRbZQf9WU/fwGLEuYVFsg1sg0pP7qLcqPbKis/6vbPMbrxtVIkJCQgISEBGRkZAF5dTc7Ozsbu3bvx/PlzVKlSBYmJiejXrx+AVwl0cXFBVFQUJk6ciJSUFLRp0waHDh1Cu3btAABJSUno1KkTXrx4AUNDQ/j7+8PV1RXff6/el05iY2MRFxen1L5lyxYYGxtXzAsnhBAtuPWsAH7Lp6NKnvK8n9vXQZ2g8EqPiRCiXfn5+ejXrx9ycnJgbm5e4nJ05VgHpKenQyqVokWLFnybUChE06ZNcfXqVYVlfXx8+H/b29sDALKysuDs7IwLFy5g+PDhao8bExOD6OhoflosFsPJyQkdOnR4607zrqRSKZKTkxEUFAShUKixcUjZUW50G+VHff88zUf86X0Y8fspGBT+136xlgGet52GkJB6FT4m5Ud3UW50W2Xlp/gT8tJQcfyeeX2n4TgOACCXywEARkZGZepLJBJBJBKpHKMyTh6VNQ4pO8qNbqP8lK5WNQu8bDIKw40bo/vDn2AqfYHT1vVxwqIz9rVw1+j2o/zoLsqNbtN0ftTtm76QpwPc3NxgYGDA3zsMvHoXlZqaCi8vL7X78fHxweHDhzURIiGEvHcSejdAk4b+WOs0AQtcvkRmzT5YE9YU7tXMtB0aIUSH0ZVjHWBiYoKRI0di4sSJsLKygrOzM+bPn4/8/HwMHTpU7X5mzJiBdu3awc3NDX369EFhYSGSkpIwefJkDUZPCCG6ycJYiBX9GiI7vwC5LwtRvYoR/4kbIYSUhIpjHTFv3jzI5XIMHDgQubm5aNy4MQ4cOIAqVaqo3UdgYCC2b9+OWbNmYd68eTA3N0fr1q01GDUhhOg+S2MDWBobaDsMQsh7gorjShIVFYWoqCh+WiKRwNTUlJ82NDTE0qVLsXTpUpXrBwYGKv2inq+vr1Jbt27d0K1bt4oLnBBCCCHkI0L3HFeywsJCXLlyBSdOnIC3t7e2wyGEEEIIIa+h4riSXbp0CY0bN4a3tzdGjBih7XAIIYQQQshr6LaKSubr64v8/Hxth0EIIYQQQlSgK8eEEEIIIYQUoeKYEEIIIYSQIlQcE0IIIYQQUoSK4wrAGENERASsrKzAcRxCQ0MRGhqq9vopKSngOA7Z2dkai5EQQgghhJSOvpBXAfbv34/ExESkpKTA1dUVRkZGSs8f1jTGGGbMmIF169YhOzsbLVq0wKpVq+Du7l6pcRBCiDbImRzr09bjh2s/4PGLx/Ct6otxDcehUbVG2g6NEPKeoSvHFSA9PR329vbw9/eHnZ0dLCwsYGlpWakxzJ8/H0uXLsXq1atx6tQpmJiYoGPHjnj58mWlxkEIIdqw5GwC1p5cgronH6LbHzJIUs/i84PDcePZDW2HRgh5z1Bx/I7Cw8MxZswYZGZmguM4uLi4IDw8XOG2ColEgrFjx6Jq1aowNDREy5YtkZqaqtTX2bNn0bhxYxgbG8Pf3x/Xr19XmP/LL7+gSZMmMDQ0hI2NDT777DMAr64aJyQk4Msvv0TXrl3h4+OD7777Dvfu3cPu3bs1+fIJIUTr8qX5OH4kEctWyzAySY7ex+SI3SLHuB9fYkuq6l8dJYSQktBtFe9oyZIlcHNzw9q1a5GamgqBQICJEycqLDNp0iTs3LkTGzduRI0aNTB//nx07NgRt27dgpWVFb/cF198gfj4eNja2mLEiBEYMmQIjh8/DgDYt28fPvvsM3zxxRf47rvvUFBQgKSkJADA7du38eDBA7Rv357vy8LCAs2aNcOJEyfQp08flbFLJBJIJBJ+WiwWAwCkUimkUmnFbCAVivvW5BikfCg3uo3yo9q9J7cQvk8KizceId/4FkPWvhOQtqmc7UX50V2UG91WWflRt38qjt+RhYUFzMzMIBAIYGdnpzT/+fPnWLVqFRITE/HJJ58AANatW4fk5GSsX79eoZD+6quvEBAQAACYMmUKOnXqhJcvX8LQ0BBfffUV+vTpg7i4OH75+vXrAwAePHgAAKhWrZrC2NWqVePnqTJ37lyF/oodPHgQxsbG6m6CcktOTtb4GKR8KDe6jfKjSHD3MtxKONXVv/KCv5BQWSg/uotyo9s0nR91f4SNimMNS09Ph1QqRYsWLfg2oVCIpk2b4urVqwrL+vj48P+2t7cHAGRlZcHZ2RkXLlzA8OHDKzS2mJgYREdH89NisRhOTk7o0KEDzM3NK3Ss10mlUiQnJyMoKAhCoVBj45Cyo9zoNsqParfTXCFbuknlPFNmgoCQkEqJg/Kjuyg3uq2y8lP8CXlpqDjWIa/vEBzHAQDkcjkAwMjIqMT1iq9YP3z4kC+qi6d9fX1LXE8kEkEkEqmMozJOHpU1Dik7yo1uo/woquHjhXM25rB8rPyH798mXdC8krcV5Ud3UW50m6bzo27f9IU8DXNzc4OBgQF/7zDw6h1SamoqvLy81O7Hx8cHhw8fVjmvZs2asLOzU5gvFotx6tQp+Pn5lT94Qgh5D4j0Bfg7aiFyjRUvIpyv6YWm46NLWIsQQlSjK8caZmJigpEjR2LixImwsrKCs7Mz5s+fj/z8fAwdOlTtfmbMmIF27drBzc0Nffr0QWFhIZKSkjB58mRwHIeoqCjMnj0b7u7uqFmzJqZNmwYHB4cy/RgJIYS8r/r3aIVfau7G3h9+AZ48gqhBQ/Tt2xbONqbaDo0Q8p6h4rgSzJs3D3K5HAMHDkRubi4aN26MAwcOoEqVKmr3ERgYiO3bt2PWrFmYN28ezM3N0bp1a37+pEmT8Pz5c0RERCA7OxstW7bE/v37YWhoqImXRAghOqdLI2d0aTRa22EQQt5zVBxXgKioKERFRfHTEokEpqb/Xa0wNDTE0qVLsXSp6udtBgYGKv2inq+vr1Jbt27d0K1bN5V9cByHmTNnYubMmeV8FYQQQgghhO45rkCFhYW4cuUKTpw4AW9vb22HQwghhBBCyoiK4wp06dIlNG7cGN7e3hgxYoS2wyGEEEIIIWVEt1VUIF9fX7UfME0IIYQQQnQPXTkmhBBCCCGkCBXHhBBCCCGEFKHimBBCCCGEkCJUHL+BMYaIiAhYWVmB4zhcuHDhnfoLDw8v9Yc4XFxckJCQ8E7jEEIIIYSQd0dfyHvD/v37kZiYiJSUFLi6usLGxkbbIRFCCCGEaBxjDDkvpDAR6UMo+Hivn1Jx/Ib09HTY29vD399f26EQQgghhFSKfRf/xYlfN8M+7xKe6VeDeZO+GP1JQwj0uHfqlxUWQp6fD4G5eQVFqnkf79sCFcLDwzFmzBhkZmaC4zi4uLhALpdj/vz5qFWrFkQiEZydnfHVV1/x66SlpaFt27YwMjKCtbU1IiIikJeXp9T3woULYW9vD2tra4wePRpSqVRhfm5uLvr27QsTExM4OjpixYoVCvMzMzPRtWtXmJqawtzcHL169cLDhw/5+bGxsfD19cWaNWvg5OQEY2Nj9OrVCzk5ORW8lQghhBDyITl5LRP6u0NRxWglTjudxHPbn1D/Ynds3J1U7j6ZTIashATcaNESN5o2Q/onIRAfPFiBUWsOXTl+zZIlS+Dm5oa1a9ciNTUVAoEAMTExWLduHRYvXoyWLVvi/v37uHbtGgDg+fPn6NixI/z8/JCamoqsrCwMGzYMkZGRSExM5Ps9cuQI7O3tceTIEdy6dQu9e/eGr68vhg8fzi+zYMECTJ06FXFxcThw4ADGjRsHDw8PBAUFQS6X84Xx0aNHUVhYiNGjR6N3795ISUnh+7h16xa2bduGX375BWKxGEOHDsWoUaOwefNmla9XIpFAIpHw02KxGAAglUqViveKVNy3Jscg5UO50W2UH91G+dFdlJu3u3rgK3xXPR+P9V9d3T0H4FcThlG3ZiDvRXuI9Mt+LfVxwhJkr1/PTxfcvo27Uf8D1n8Do8aNFZatrPyo2z/HGGMajeQ9k5CQgISEBGRkZCA3Nxe2trZYvnw5hg0bprTsunXrMHnyZNy5cwcmJiYAgKSkJHTp0gX37t1DtWrVEB4ejpSUFKSnp0MgEAAAevXqBT09PWzduhXAqy/keXp64tdff+X77tOnD8RiMZKSkpCcnIxPPvkEt2/fhpOTEwDgypUr8Pb2xunTp9GkSRPExsZi9uzZ+Oeff+Do6Ajg1f3TnTp1wt27d2FnZ6cUf2xsLOLi4pTat2zZAmNj43fckoQQQgh5HxzLnIYD5srloEuBFP1NvoSRiVmZ+uOkUrjOmg3BaxfgiuV6e+N+2MByx/ou8vPz0a9fP+Tk5MD8Lbd50JXjt7h69SokEgnatWtX4vz69evzhTEAtGjRAnK5HNevX0e1atUAAN7e3nxhDAD29vZIS0tT6MvPz09puvgJFlevXoWTkxNfGAOAl5cXLC0tcfXqVTRp0gQA4OzszBfGxX0Ux6KqOI6JiUF0dDQ/LRaL4eTkhA4dOrx1p3lXUqkUycnJCAoKglAo1Ng4pOwoN7qN8qPbKD+6i3Lzdus3TgegXBxnGAjRun0z2FZxKVN/hVlZyFBRGAOAjVyGBiEhCm2VlZ/iT8hLQ8XxWxgZGVVIP28mmuM4yOXyCun7XYhEIohEIqV2oVBYKSePyhqHlB3lRrdRfnQb5Ud3UW5UszVzxO2Xd5TaDRkHa2tnCAVl22b6dnbQt7dH4f37SvOM6tYrMQeazo+6fdMX8t7C3d0dRkZGOHz4sMr5np6euHjxIp4/f863HT9+HHp6eqhdu3aZxjp58qTStKenJz/OnTt3cOfOfzvulStXkJ2dDS8vL74tMzMT9+7dU+ijPLEQQggh5OMxyG+iyvbutbpCJFC+iFYaTiCA7ZgxSu165uawHjqkzP1VNiqO38LQ0BCTJ0/GpEmT8N133yE9PR0nT57E+qIbzPv37w9DQ0MMGjQIly5dwpEjRzBmzBgMHDiQv6VCXcePH8f8+fNx48YNrFixAtu3b8e4ceMAAO3bt0e9evXQv39/nDt3DqdPn0ZYWBgCAgLQ+LWb2otjuXjxIo4dO4axY8eiV69eKm+pIIQQQggBgNbObTCt+TRYG1gAAAw4ffTy6InxftPL3adlt89QffUqmPj7w8DVFRaffQaXrVth4OJSQVFrDt1WUYpp06ZBX18f06dPx71792Bvb48RI0YAAIyNjfknSzRp0gTGxsbo3r07Fi1aVOZxxo8fjzNnziAuLg7m5uZYtGgROnbsCODVbRh79uzBmDFj0Lp1a+jp6SE4OBjLli1T6KNWrVro1q0bQkJC8PTpU3Tu3BkrV658941ACCGEkA9ar9q98Jn7Z7iXdw9WhlYwMyjbl/BUMQsMhFlg4LsHV8moOH5DVFQUoqKi+Gk9PT188cUX+OKLL1QuX69ePfz2228l9vf6I92KvflT0RkZGaXG5ezsjD179pS63MiRIzFy5MhSlyOEEEIIeZ1QT4ga5jW0HYbW0W0VhBBCCCGEFKHimBBCCCGEkCJUHH8gYmNjceHCBW2HQQghhBDyXqPimBBCCCGEkCJUHBNCCCGEEFKEimNCCCGEEEKKUHGsIYwxREREwMrKChzHwdLSUuERcRXBxcVF6bFwhBBCCCGk/Og5xxqyf/9+JCYmIiUlBa6urtDT04ORkVGFjpGamgoTE5MK7ZMQQkjFy8jJwOarm3E75zZqVamF/nX6w8ncSdthlVvWs1yc/W075OKHqOLVBs2bNIOeHqftsAipEFQca0h6ejrs7e3h7++vsTFsbW011jchhJCKcenxJQw5MAQvCl8AAE49OIU9t/YgMTgRta1qazm6srtw7hQsFg9AnXQ5Cl/qwdh2NVKaNkfLGT/AQJ8+kCbvP9qLNSA8PBxjxoxBZmYmOI6Di4sLAgMDFW6rePbsGcLCwlClShUYGxvjk08+wc2bNxX62blzJ7y9vSESieDi4oL4+HiF+W/eVpGdnY3PP/8c1apVg6GhIerWrYu9e/dq8qUSQggpxdJzS/nCuFieNA8rLqzQUkTlxxiDaO5wvEzVx8unBijM14f4H2NU//k8zmxeou3wCKkQdOVYA5YsWQI3NzesXbsWqampEAgE6Nmzp8Iy4eHhuHnzJn7++WeYm5tj8uTJCAkJwZUrVyAUCnH27Fn06tULsbGx6N27N/7880+MGjUK1tbWCA8PVxpTLpfjk08+QW5uLr7//nu4ubnhypUrEAgEJcYpkUggkUj4abFYDACQSqWQSqUVszFUKO5bk2OQ8qHc6DbKj24rKT9nH55VufyZB2feu1xmXEyF3lUJ5G9cW5NJBDDZ+yOk/SK1FNnb0bGj2yorP+r2T8WxBlhYWMDMzAwCgQB2dnZK84uL4uPHj/O3XWzevBlOTk7YvXs3evbsiUWLFqFdu3aYNm0aAMDDwwNXrlzBggULVBbHhw4dwunTp3H16lV4eHgAAFxdXd8a59y5cxEXF6fUfvDgQRgbG5f1ZZdZcnKyxscg5UO50W2UH932Zn6MmTEKUKC0nKHMEElJSZUVVoUQ3LgAt0LVHzrrPX6h86+Hjh3dpun85Ofnq7UcFcdacPXqVejr66NZs2Z8m7W1NWrXro2rV6/yy3Tt2lVhvRYtWiAhIQEymUzpivCFCxdQvXp1vjBWR0xMDKKjo/lpsVgMJycndOjQAebm5uV5aWqRSqVITk5GUFAQhEKhxsYhZUe50W2UH91WUn6yrmRh6YWlSssPbjAYIbVDKjPEdyZr0QK3N2wF5MrzuJoeCAnRzddDx45uq6z8FH9CXhoqjj8Q5XkShkgkgkgkUmoXCoWVcvKorHFI2VFudBvlR7e9mZ+hPkORW5iLrde24kXhCxjrG2OA1wAM8B4Ajnu/nvAgtLGBKKg1JAd+V5yhz8E95iud3y/p2NFtms6Pun1TcawFnp6eKCwsxKlTp/jbKp48eYLr16/Dy8uLX+b48eMK6x0/fhweHh4q7yP28fHBv//+ixs3bpTp6jEhhBDN0uP0EN0oGp/7fI77effhYOoAY6Hmb13TlJoLlyPLcSGebv0RyJdAv7YrHKfPhMid/vaQDwMVx1rg7u6Orl27Yvjw4VizZg3MzMwwZcoUODo68rdSjB8/Hk2aNMGsWbPQu3dvnDhxAsuXL8fKlStV9hkQEIDWrVuje/fuWLRoEWrVqoVr166B4zgEBwdX5ssjhBCigonQBLWq1NJ2GO+MEwpRbVIMqk2KASssBKdPpQT5sNCj3LRkw4YNaNSoETp37gw/Pz8wxpCUlMRf8m/YsCG2bduGrVu3om7dupg+fTpmzpyp8st4xXbu3IkmTZqgb9++8PLywqRJkyCTySrpFRFCCPnYUGFMPkS0V2tIVFSUwnONU1JSFOZXqVIF33333Vv76N69O7p3717i/IyMDIVpKysrfPvtt2UNlRBCCCGEFKErx4QQQgghhBSh4pgQQgghhJAiVBwTQgghhBBShIpjQgghhBBCilBxTAghhBBCSBEqjgkhhBBCCClCj3IjhBBCCCFvJROLId6/H3KxGCYtW8KwTh1th6QxdOW4BIwxREREwMrKChzH4cKFC2XuIzY2Fr6+vhUeGyGEEEJIZXl+6jRutW2HB9NnIGthPG6HfoYHM2dpOyyNoeK4BPv370diYiL27t2L+/fvo27dutoOiRBCCCGkUjGZDJkTx0Oel6fQ/mzLFuT9/ruWotIsKo5LkJ6eDnt7e/j7+8POzg769BOZhBBCCPnI5F+8CGQ9Vjkv/afNlRxN5aCKT4Xw8HBs3LgRAMBxHOzt7QEA//77L/T0/ns/0bVrV1hbW/M/2Txv3jwsXrwY+fn56NWrF2xtbRX6DQwMhK+vLxISEvi20NBQWFpaIjExEQDg4uKCYcOG4caNG/jpp59gbW2NZcuWwc/PD8OGDcPhw4fh6uqKb7/9Fo0bNwYAJCYmIioqComJiZg4cSLu3LmDgIAAfPPNN3BycirxdUokEkgkEn5aLBYDAKRSKaRSaTm3XumK+9bkGKR8KDe6jfKj2yg/uotyU36XH92AWQnzrmddg1cFbNPKyo+6/VNxrMKSJUvg5uaGtWvXIjU1FQKBANWrV8eRI0fQrl07AMDTp0+xf/9+JCUlAQC2bduG2NhYrFixAi1btsSmTZuwdOlSuLq6lnn8xYsXY86cOZg2bRoWL16MgQMHwt/fH0OGDMGCBQswefJkhIWF4fLly+A4DgCQn5+Pr776Ct999x0MDAwwatQo9OnTB8ePHy9xnLlz5yIuLk6p/eDBgzA2Ni5z3GWVnJys8TFI+VBudBvlR7dRfnQX5absLmVdQEsLoGqO8rzLTi8gKqqDKoKm85Ofn6/WclQcq2BhYQEzMzMIBALY2dkBAD755BNs2bKFL4537NgBGxsbtGnTBgCQkJCAoUOHYujQoQCA2bNn49ChQ3j58mWZxw8JCcHnn38OAJg+fTpWrVqFJk2aoGfPngCAyZMnw8/PDw8fPuTjk0qlWL58OZo1awYA2LhxIzw9PXH69Gk0bdpU5TgxMTGIjo7mp8ViMZycnNChQweYm5uXOW51SaVSJCcnIygoCEKhUGPjkLKj3Og2yo9uo/zoLspN+Xme5zC38x6M3AmYvVbS/NKUQ/UaVggJCXnnMSorP8WfkJeGimM19e/fH8OHD8fKlSshEomwefNm9OnTh7/N4urVqxgxYoTCOn5+fjhy5EiZx/Lx8eH/Xa1aNQBAvXr1lNqysrL44lhfXx9NmjThl6lTpw4sLS1x9erVEotjkUgEkUik1C4UCivl5FFZ45Cyo9zoNsqPbqP86C7KTdl5NAhC96NjMW6UCRrcAExfAhdcOdQT5aN/3b4Vuj01nR91+6Yv5KmpS5cuYIxh3759uHPnDo4dO4b+/fuXqQ89PT0wxhTaVN3/8nryim+bUNUml8vLND4hhBBCSJkIjdCq9Wxsy3oIn+pi2HjkYYb0ESbpecGxRdnqoPcFFcdqMjQ0RLdu3bB582b88MMPqF27Nho2bMjP9/T0xKlTpxTWOXnypMK0ra0t7t+/z0/LZDJcunSpQuIrLCzEmTNn+Onr168jOzsbnp6eFdI/IYQQQj5OFs0GwCniGPrV7IfhNh3R/JOVqBaxGxB8mDcgfJivSkP69++Pzp074/LlyxgwYIDCvHHjxiE8PByNGzdGixYtsHnzZly+fFnhC3lt27ZFdHQ09u3bBzc3NyxatAjZ2dkVEptQKMSYMWOwdOlS6OvrIzIyEs2bNy/xlgpCCCGEELVV9YR516+1HUWloOK4DNq2bQsrKytcv34d/fr1U5jXu3dvpKenY9KkSXj58iW6d++OkSNH4sCBA/wyQ4YMwcWLFxEWFgZ9fX3873//47/Q966MjY0xefJk9OvXD3fv3kWrVq2wfv36CumbEEIIIeRjQcVxCaKiohAVFaXQpqenh3v37pW4ztSpUzF16lSFtq+//u9dllAoxMqVK7Fy5coS+8jIyFBqe/M+ZRcXF6U2AOjWrRu6detWYt+EEEIIIeTt6J5jQgghhBBCilBxTAghhBBCSBEqjj8A4eHhFfbFPkIIIYSQjxkVx4QQQgghhBSh4pgQQgghhJAiVBwTQgghhBBShIpjLYqNjYWvr2+Z1uE4Drt379ZIPIQQQoi2XHp8CZGHI9F6a2v0+qUXfk7/WdshkSKMMSQev43ghN/RfM5hjN92EXee5ms7LI2h5xwTQgghRKtuPLuBwfsH46XsJQDgmeQZvvjjC+QW5KK/Z38tR0fm/HwRnpumICEjA1wBQ241Y3x1ZiBmTx8NG1ORtsOrcHTlmBBCCCFalXgpkS+MX/dN2jcolBdqISJS7OnzArRaNwqel/4By+MgL9CDyZ2X+N+BNfh172/aDk8jqDiuIGvXroWDgwPkcrlCe9euXTFkyBAAwLx581CtWjWYmZlh6NChePlS8USQmpqKoKAg2NjYwMLCAgEBATh37lyJY/bo0QORkZH8dFRUFDiOw7Vr1wAABQUFMDExwaFDhyrqZRJCCCEV7mb2TZXtj188xrOXzyo5GvK6fy6eh+3fT5Xa5RI9uO5broWI/s/enYfHdP0PHH9PJslIIouELNrICJLahVBL7YklQlGljS+i1FZrilZtUfUNKtaWliIo1VZRJZYIscTSWKqW2ELEHktkRLbJ5P7+yDf3ZyRIIsuE83qePE/umXvP/cx8JnzmzrnnFD0xrKKQfPjhh4wYMYK9e/fStm1bAB4+fMiOHTsIDQ3lt99+IzAwkO+//5733nuPNWvWsHDhQlxdXeU+Hj9+TL9+/Vi0aBGSJBEcHIyPjw+XLl3C0tIyxzlbtmzJjz/+KG/v27eP8uXLExERwTvvvENUVBRarZamTZvmGnNaWhppaWnytkajAUCr1aLVagvldclNdt9FeQ6hYERuDJvIj2ET+Sm4SmUrcf7h+RztNiobLJQWr/yaitwUnP31k2gyFbk+ZvsgvlBe0+LKT177V0iSJBVpJG+Qrl27Ymdnx/Lly4Gsq8nTpk3j+vXrvPfee3h4ePD999/L+zdu3JjU1FT++eefXPvLzMzExsaGdevW4evrC2TdkLdp0ya6du3K6dOnqVu3Lnfv3sXY2BhHR0cmT57MmTNnWL9+PTNmzCA0NJTIyMhc+w8MDGTatGk52tetW4e5ufkrvhqCIAiCkDc3Mm6wLGkZOnR67d5lvGlZpmUJRSUAmD+8wduzF4GUs0DO8KzIlQ9HlkBUBZOcnIyfnx+JiYlYWVk9dz9x5bgQ9e7dm08//ZTFixejUqlYu3YtH330EUZGRkRHRzNkyBC9/Zs0acLevXvl7bt37zJp0iQiIiKIj49Hp9ORnJxMXFxcruerVasWtra27Nu3D1NTUzw8PPD19ZUL8H379tGqVavnxjthwgQCAgLkbY1Gg7OzM+3atXvhm+ZVabVawsLC8Pb2xsTEpMjOI+SfyI1hE/kxbCI/r6benXos+XcJZx6cwdHckY/dP8bvHb9C6Vvk5tXEh29Ec+yWXpuRqUTVSd/yTpXar9x/ceUn+xvylxHFcSHq3LkzkiSxbds2GjZsyIEDB5g3b16ej+/Xrx8PHjxgwYIFuLi4oFKpaNKkCenp6bnur1AoaNGiBREREahUKlq1akWdOnVIS0vjzJkzHDp0iLFjxz73fCqVCpUq512mJiYmxfKPR3GdR8g/kRvDJvJj2ER+CqaZczOaOTcr0nOI3BRMxeXbMJ34CY/2nESXKmFR1YYKX02jzDv1C/U8RZ2fvPYtiuNCVKZMGbp3787atWu5fPky7u7u1K+f9capXr06R48epW/fvvL+R44c0Ts+MjKSxYsX4+PjA8D169e5f//+C8/ZsmVLli1bhkqlYsaMGRgZGdGiRQu+/fZb0tLSaNasaP+hEQRBEATh9aZQlaHCnHVUKOlAiokojgtZ79698fX15ezZs/znP/+R20eNGoW/vz+enp40a9aMtWvXcvbsWb0b8qpVq8aaNWvw9PREo9Ewbtw4zMzMXni+Vq1aMWbMGExNTXnvvffktrFjx9KwYUMsLCyK5okKgiAIgiC8hsRUboWsTZs22NracuHCBfz8/n+sVK9evZg8eTLjx4+nQYMGXLt2jaFDh+odu3z5chISEqhfvz59+vRh5MiR2Nvbv/B8tWvXxsbGhnr16lG2bFkgqzjW6XQvHG8sCIIgCIIg5CSuHBcyIyMjbt26letjX331FV999ZVe26xZs+TfPTw8iIqK0nu8R48eetvPTi5iZGTEw4f68w/Wq1cvx36CIAiCIAjCy4krx4IgCIIgCILwP6I4FgRBEARBEIT/EcWxIAiCIAiCIPyPKI4FQRAEQRAE4X9EcSwIgiAIgiAI/yNmqxAEQRCEgkq6B3GHwdwOKjYs6WgEQSgEojguIpIkMXjwYDZs2EBCQgLvv/8+AJs3by7ZwARBEITCsX8O7JsFunQAjMu7YW7/aQkHJQjCqxLFcRHZsWMHISEhRERE4OrqipmZWbHNPaxWqxk9ejSjR48ulvMJgiC8cWL2wp7pek2K+xfxTF4C9C+ZmAShhEmSxOHbh7mUcAkXKxeav9UcpZEy131j7iURHn0XlbGSdtXLF3OkLyaK4yISExODk5MTTZs2LbQ+09PTMTU1LbT+BEEQhAI6tT7X5nLJV9DevwRONYo5IEEoWU+0Txi6eygn40/KbVVtqrKs3TLKm+kXvwvDL7Fy63Ea3D1PupEJc96uyYduRvgUd9DPIW7IKwL+/v6MGDGCuLg4FAoFarUaf39/unbtKu/TqlUrhg8fzvDhw7G2tqZ8+fJMnjxZ7+qyWq1m+vTp9O3bFysrKwYNGgTAH3/8Qc2aNVGpVKjVaoKDg/X6vXbtGmPGjEGhUKBQKIrteQuCILwxtE8K9pggvKZ+PPWjXmEMcPnRZeYdn6fXduZmIhd+XMmqnd/w+YlfmXDsZ5Zv+5rThy6TlJZRnCE/l7hyXAQWLFhAlSpVWLp0KVFRUSiVSsaNG5djv1WrVjFgwAD+/vtvjh07xqBBg6hUqRKffvr/Y9bmzJnDlClTmDp1KgDHjx+nZ8+eBAYG0qtXLw4dOsSwYcOws7PD39+fjRs3UrduXQYNGqTXT27S0tJIS0uTtzUaDQBarRatVlsYL0WusvsuynMIBSNyY9hEfgyHwtUL4+i/crSnmNgi2b4DIkcGRfztFL2dsTtzbd8Vu4vAdwPl7X07jzDs380Y8f8XAy21KYw9upZ9/3aiU0PXIosxr/kXxXERsLa2xtLSEqVSiaOj43P3c3Z2Zt68eSgUCtzd3Tl9+jTz5s3TK2rbtGnD559/Lm/37t2btm3bMnnyZADc3Nw4d+4c3377Lf7+/tja2qJUKrG0tHzhuQGCgoKYNm1ajvZdu3Zhbm6e36edb2FhYUV+DqFgRG4Mm8hPyVNIlrxrWQeHx//KbTqFCaec/bkbvqcEIxNeRPztFJ3klORc2zN0GYSGhsrb5nt26xXG2ay0yZz+ayOh94puSFJycu4xPksUxyWocePGesMemjRpQnBwMDqdDqUyawC7p6en3jHR0dHyzBfZmjVrxvz58/WOy4sJEyYQEBAgb2s0GpydnWnXrh1WVlYFeUp5otVqCQsLw9vbGxMTkyI7j5B/IjeGTeTHwGR2IuPSThSx+8HMlvQaPbj793mRHwMk/naK3sWTF1kdvTpHe3t1e3ya+jy13xk4lnsfHRq44+BTdCOPs78hfxlRHBs4CwuLIutbpVKhUqlytJuYmBTLPx7FdR4h/0RuDJvIj6EwgVrvZ/0AxlotcF7kx4CJ3BSdYR7D+Pf+v/xz7x+5rapNVcY2Gqv3mrt270zs+p9zHJ9hYkL5Nq2KND957VsUxyXo6NGjettHjhyhWrVqL7z6W716dSIjI/XaIiMjcXNzk48zNTVFp9MVfsCCIAiCIAi5sDCxYHXH1Ry+dZgLCRdwsXKh5dstc0zlZlanDnYDB/Dgp+X/36hUcq97d96xtCzmqHMniuMSFBcXR0BAAIMHD+bEiRMsWrRIb+aJ3Hz++ec0bNiQ6dOn06tXLw4fPsx3333H4sWL5X3UajX79+/no48+QqVSUb68Yc0fKAiCIAjC60ehUND0raY0fevF09jajx2LVadOPA7fg1EZFWbt2nHx5MkXHlOcRHFcgvr27UtKSgqNGjVCqVQyatQoebq256lfvz6//fYbU6ZMYfr06Tg5OfH111/j7+8v7/P1118zePBgqlSpQlpaWrEtPiIIgiAIgpAXZapXp0z16sD/ZpEQxfHr79kV6tLS0ihbtqzePiYmJsyfP58lS5bk2kdsbGyu7R988AEffPDBc8/duHFjTp06le+YBUEQBEEQ3nRiEZAilpGRwblz5zh8+DA1a9Ys6XAEQRAEQRCEF8hXcazVaqlSpQrR0dFFFc9r58yZM3h6elKzZk2GDBlS0uEIgiAIgiAIL5CvYRUmJiakpqYWVSyvpXr16uU66XRERETxByMIgiAIgiC8UL6HVXz22WfMmjWLjAzDWP9aEARBEARBEApLvm/Ii4qKIjw8nF27dlG7du0ci1Rs3Lix0IITBEEQBEEQhOKU7+LYxsbmhTMlCIIgCIIgCEJple/ieOXKlUURR4mTJInBgwezYcMGEhISOHnyJPXq1SvpsAps6dKlTJ8+nZs3bzJ37ly9aeUEQRAEQRCE3BVoKreMjAx2797Njz/+yOPHjwG4desWSUlJhRpccdqxYwchISFs3bqV27dv4+HhwebNm0s6rJdSKBQ54tRoNAwfPpwvvviCmzdvvnRhEUEQBEEQDFhmJuz/Fua4w7RysNIH4o6WdFSvJD0jk9UnDrL06B4epRjWZA/5vnJ87do1OnToQFxcHGlpaXh7e2NpacmsWbNIS0vjhx9+KIo4i1xMTAxOTk40bfriJQ+Lg06nQ6FQYGRUsGmo4+Li0Gq1dOrUCScnp0KOThAEQRCEYrV7Chxa9P/b1yJh9fswKALs3ymxsApq45kotv48mvfOJ1BGB9OqmKOr1QsffEo6NKAAV45HjRqFp6cnCQkJmJmZye3dunUjPDy8UIMrLv7+/owYMYK4uDgUCgVqtRrIek5PbwcGBlKvXj1WrFhBpUqVKFu2LMOGDUOn0zF79mwcHR2xt7dnxowZev3PnTtXvnnR2dmZYcOG6V1lDwkJwcbGhi1btlCjRg1UKhVxcXHcvn2bTp06YWZmRuXKlVm3bh1qtZr58+cD5BpnSEgItWvXBsDV1RWFQvHclfYEQRAEQTBwqRqIWp6zPSMF/v6x+ON5RUlpqVyaNZhxmx/S5LxEw0sSn+14QuM/Qzhz53pJhwcU4MrxgQMHOHToEKampnrtarWamzdvFlpgxWnBggVUqVKFpUuXEhUVhVKpxN7enpUrV9KhQweUSqW8b0xMDNu3b2fHjh3ExMTQo0cPrly5gpubG/v27ePQoUN88skneHl58e677wJgZGTEwoULqVy5MleuXGHYsGGMHz+exYsXy/0mJycza9YsfvrpJ+zs7LC3t+f999/n/v37REREYGJiQkBAAPHx8fIxUVFROeIsW7Yszs7OeHl58ffff+Ps7EyFChVyfd5paWmkpaXJ2xqNBsha7EWr1Rbqa/y07L6L8hxCwYjcGDaRH8Mm8mO4SnVuHsZhos25XgJA5r2L6ErZcwrZugbfYyk52htdyuS3XxZSa8y3RXbuvOY/38VxZmYmOp0uR/uNGzewtLTMb3cGwdraGktLS5RKJY6OjnK7jY2N3jZkPf8VK1ZgaWlJjRo1aN26NRcuXCA0NBQjIyPc3d2ZNWsWe/fulYvjp2+GU6vVfPPNNwwZMkSvONZqtSxevJi6desCcP78eXbv3k1UVBSenp4A/PTTT1SrVk0+JrvofTZOOzs7+fFn439aUFAQ06ZNy9G+a9cuzM3NX/yiFYKwsLAiP4dQMCI3hk3kx7CJ/Biu0pgbpS6N9kZmmGTmLCivJptzJjS0BKIquJSDBzGScn+s3Jmseqqo5LYoW27yXRy3a9eO+fPns3TpUiDrhrCkpCSmTp2Kj49hjBUpSmq1Wu9DgIODA0qlUm98sIODg94V3t27dxMUFMT58+fRaDRkZGSQmppKcnKyXISamppSp04d+ZgLFy5gbGxM/fr15baqVatSrly5QnsuEyZMICAgQN7WaDQ4OzvTrl07rKysCu08z9JqtYSFheHt7Y2JiUmRnUfIP5EbwybyY9hEfgxXac+NkU0M7J+p1yaVsaZSzyAq2biUUFQFU1mXAtv/zvUxN7d6tC3CWjL7G/KXyXdxHBwcTPv27alRowapqan4+flx6dIlypcvzy+//JLvQEubZ/+oFApFrm2ZmZkAxMbG4uvry9ChQ5kxYwa2trYcPHiQAQMGkJ6eLhfHZmZmKBSK4nkS/6NSqVCpVDnaTUxMiuUfj+I6j5B/IjeGTeTHsIn8GK5Sm5s2E8DaCaJ+gsd3waUpilZfYlKhaklHlm+1u/TgyJxgbB7qz3CWamJEq09HF2l+8tp3vovjt99+m1OnTvHrr79y6tQpkpKSGDBgAL1799a7Qa+0MzExyXX4SH4dP36czMxMgoOD5avLv/3220uPc3d3JyMjg5MnT9KgQQMALl++TEJCQpHEKQiCIAiCAWvgn/VTyimMjan/82+cGT4E8ytxACTb23Kv6wfUsrUt4eiy5Ls43r9/P02bNqV379707t1bbs/IyGD//v20aNGiUAMsKWq1mvDwcJo1a4ZKpSrwcIaqVaui1WpZtGgRnTt3JjIyMk/T3b3zzjt4eXkxaNAglixZgomJCZ9//nmOK8yFFacgCIIgCEJxULlWpkHoTtKuXkVK12JUWc327dtLOixZvqdya926NQ8fPszRnpiYSOvWrQslKEMQHBxMWFgYzs7OeHh4FLifunXrMnfuXGbNmkWtWrVYu3YtQUFBeTp29erVODg40KJFC7p168ann36KpaUlZcqUKfQ4BUEQBEEQipOqcmXKuLsV+7DSl1FIkvScewZzZ2RkxN27d3NMD3bx4kU8PT3zPNhZyL8bN27g7OzM7t27adu2baH3r9FosLa2JjExschvyAsNDcXHx6d0jv16jYncGDaRH8Mm8mO4RG4MW3HlJ691Tp6HVXTv3h3IutnM399f70YunU7Hv//+axCry71O9uzZQ1JSErVr1+b27duMHz8etVr92gxdEQRBEARBMDR5Lo6tra0BkCQJS0tLvZvvTE1Nady4MZ9++mnhR/gG02q1fPXVV1y5cgVLS0uaNm3K2rVrxadeQRAEQRCEIpLn4njlypVA1g1gY8eOxcLCosiCErK0b9+e9u3bl3QYgiAIgiAIb4x835A3depUVCoVu3fv5scff+Tx48cA3Lp1i6SkpJccLQiCIAiCIAiGK99TuV27do0OHToQFxdHWloa3t7eWFpaMmvWLNLS0vI0TZkgCIIgCIIgGKJ8XzkeNWoUnp6eJCQk6I077tatG+Hh4YUanCAIgiAIgiAUp3wXxwcOHGDSpEmYmprqtavVam7evFlogRUVSZIYNGgQtra2KBQK/vnnn5IOqVAEBgZSr169kg5DEARBEIQ3lJSejiY0lLuzZvPw57Xonje9b3oy7JsNS5rBD80xOrQQRWZG8Qb7AvkeVpGZmZnrcsU3btzA0tKyUIIqSjt27CAkJISIiAhcXV1xcnJi06ZNdO3ataRDEwRBEARBKJV0jx8T59+f1LNn5bb7S5ZQaeUKyri5/f+OkkTmzz0wiouUm5R3/qWhlQfQpRgjfr58Xzlu164d8+fPl7cVCgVJSUlMnToVHx+fwoytSMTExODk5ETTpk1xdHQs0Vh0Oh2ZmZklGoMgCIIgCMKrerB8uV5hDKB78IC7/9VfFVi6HI4UF8nmshZ85lCBEfbl2WZhjqPmJIqbx4oz5OfKd3EcHBxMZGQkNWrUIDU1FT8/P3lIxaxZs4oixkLj7+/PiBEjiIuLQ6FQoFargazx0k9vZw9RWLFiBZUqVaJs2bIMGzYMnU7H7NmzcXR0xN7enhkzZuj1P3fuXGrXro2FhQXOzs4MGzZMbwaPkJAQbGxs2LJlCzVq1EClUhEXF8ft27fp1KkTZmZmVK5cmXXr1qFWq/U+hMTFxfH+++9TtmxZrKys6NmzJ3fv3s3xHNesWYNarcba2pqPPvpInk1EEARBEAShqCTt2Ztre/KRI+iSnsjb104fZHwFOyZXsGO/uRkRFuZ8aV+eaeVtuXXuUHGF+0L5Hlbx9ttvc+rUKdavX8+///5LUlISAwYMoHfv3no36BmiBQsWUKVKFZYuXUpUVBRKpRJ7e3tWrlxJhw4dUCqV8r4xMTFs376dHTt2EBMTQ48ePbhy5Qpubm7s27ePQ4cO8cknn+Dl5cW7774LZC2tvXDhQipXrsyVK1cYNmwY48ePZ/HixXK/ycnJzJo1i59++gk7Ozvs7e15//33uX//PhEREZiYmBAQEEB8fLx8TGZmplwY79u3j4yMDD777DN69epFRESEXsybN29m69atJCQk0LNnT2bOnJmjiM+WlpZGWlqavJ299LdWq0Wr1RbKa56b7L6L8hxCwYjcGDaRH8Mm8mO4RG6KwTP3osmMjcmQMsn832u/PTmNXWVzrpXxh2VZ1EkZ9C6G+uNl8l0cAxgbG/Of//ynIIeWKGtraywtLVEqlXpDKmxsbHIMscjMzGTFihVYWlpSo0YNWrduzYULFwgNDcXIyAh3d3dmzZrF3r175eJ49OjR8vFqtZpvvvmGIUOG6BXHWq2WxYsXU7duXQDOnz/P7t27iYqKwtPTE4CffvqJatWqyceEh4dz+vRprl69irOzMwCrV6+mZs2aREVF0bBhQznmkJAQeex3nz59CA8Pf25xHBQUxLRp03K079q1C3Nz87y9qK8gLCysyM8hFIzIjWET+TFsIj+GS+Sm6Ni4Vsb+zJkc7ZoaNdixZ4+8vS/tyXOrz4gnCZQLDS2qEElOTs7TfgUqjm/dusXBgweJj4/PMWZ25MiRBenS4KjVar0bDB0cHFAqlRgZGem1PX2Fd/fu3QQFBXH+/Hk0Gg0ZGRmkpqaSnJwsF5umpqbUqVNHPubChQsYGxtTv359ua1q1aqUK1dO3o6OjsbZ2VkujAFq1KiBjY0N0dHRcnH8bMxOTk568T1rwoQJBAQEyNsajQZnZ2fatWuHlZVV3l6oAtBqtYSFheHt7S2WwjYwIjeGTeTHsIn8GC6Rm6IntW9PPPB4y19ym6pObeouWkh9W1u5LelCCmeP5z4Eo1uTZvhU6VBkMWqeN3vGM/JdHIeEhDB48GBMTU2xs7NDoVDIjykUitemOH72j0ehUOTalv3hIDY2Fl9fX4YOHcqMGTOwtbXl4MGDDBgwgPT0dLk4NjMz03vNijrmF93wp1KpUKlUufZTHP94FNd5hPwTuTFsIj+GTeTHcIncFCETE96ePZu0IUNIPXMGk7ffxvypC3/Zurp35vt/v+OxNlGvvSxWeKnbFGl+8tp3vm/Imzx5MlOmTCExMZHY2FiuXr0q/1y5ciXfgZY0ExOTXKemy6/jx4+TmZlJcHAwjRs3xs3NjVu3br30OHd3dzIyMjh58qTcdvnyZRISEuTt6tWrc/36da5fvy63nTt3jkePHlGjRo1Xjl0QBEEQBKEwqFxdse7SJdfCGMDCxIJl7X6kqk1Vua26bXX6W/bDVPmcccvFLN9XjpOTk/noo4/0hheUZmq1mvDwcJo1a4ZKpdIbzpAfVatWRavVsmjRIjp37kxkZGSeltJ+55138PLyYtCgQSxZsgQTExM+//xzvSvMXl5e1K5dm969ezN//nwyMjIYNmwYLVu2lMcpC4IgCIIglAY1y9dk0/ubiE2MRalQ4mjmSGgRjjXOr3xXuAMGDOD3338vilhKRHBwMGFhYTg7O+Ph4VHgfurWrcvcuXOZNWsWtWrVYu3atQQFBb38QLJurnNwcKBFixZ069aNTz/9FEtLS8qUKQNkDY/4888/KVeuHC1atMDLywtXV1d+/fXXAscrCIIgCIJQktTWapytnF++YzFTSJIk5ecAnU6Hr68vKSkp1K5dO8f4jblz5xZqgG+iGzdu4OzszO7du2nbtm2xnVej0WBtbU1iYmKR35AXGhqKj4+PGPtlYERuDJvIj2ET+TFcIjeGrbjyk9c6J9/DKoKCgti5cyfu7u4AOW7IE/Jvz549JCUlUbt2bW7fvs348eNRq9W0aNGipEMTBEEQBEF4o+S7OA4ODmbFihX4+/sXQThvJq1Wy1dffcWVK1ewtLSkadOmrF27Vny6FQRBEARBKGb5Lo5VKhXNmjUriljeWO3bt6d9+/YlHUae6XS6V1plSKvVYmxsTGpqaqHMFCIUntKQGxMTE73VLAVBEAShMOW7OB41ahSLFi1i4cKFRRGPYMAkSeLOnTs8evTolftxdHTk+vXrYiiOgSktucle1dKQYxQEQRBKp3wXx3///Td79uxh69at1KxZM8dX/xs3biy04ATDkl0Y29vbY25uXuDCJDMzk6SkJMqWLfvaTAn4ujD03EiSRHJysrzyo5OTUwlHJAiCILxu8l0c29jY0L1796KIRTBgOp1OLozt7Oxeqa/MzEzS09MpU6aMQRZgb7LSkBszMzMA4uPjsbe3F0MshFIlMzWVjHv3MLa3xyiXFUoFQSh5+S6OV65cWRRxlChJkhg8eDAbNmwgISGBkydPUq9evUI/T2xsLJUrV5b7j4iIoHXr1iQkJGBjY1PgftVqNaNHj2b06NGFFuuzsscYZy+DLQglKft9qNVqRXEslAqSJHH/u+95uHo1mY8fY2Rtjd0nn1B+8KCSDq3A/r76kHVHr3E/KZ3Grrb0aazG2lzcSC6Ufvkujl9HO3bsICQkhIiICFxdXXFycmLTpk107dq1SM/btGlTbt++jbW19Sv1ExUVhYWFhbytUCiKLH4xxlMwBOJ9KJQ2CatXc//77+XtzMRE7s2bh9LamnIf9SrByArmt2PX+eKPf8leKeHg5ftsOnmTjcOaYW0mCmShdCtQcbxhwwZ+++034uLiSE9P13vsxIkThRJYcYqJicHJyYmmTZsW63lNTU1xdHR85X4qVKhQCNEIgiAIReXhih9zbU9YvqTUFcfpGZnM2n4+qzBWPkGhTEZKtyPm3hN+PnKNz1pXLekQBeGV5HtQ4cKFC+nfvz8ODg6cPHmSRo0aYWdnx5UrV+jYsWNRxFik/P39GTFiBHFxcSgUCtRqNQDdunXT246JieH999/HwcGBsmXL0rBhQ3bv3q3Xl0KhYPPmzXptNjY2hISE5HruiIgIFAqFPPtDSEgINjY2bN26FXd3d8zNzenRowfJycmsWrUKtVpNuXLlGDlypN40W2q1mvnz58u/5xb/m6pVq1ZFOtykpOT2XjME2e9hQRD0ZdxLyLVd+7+bS0uTy/FJPEjRUKbiL5StNoOyVYKxqDoLY8tTHL36sKTDE4RXlu8rx4sXL2bp0qV8/PHHhISEMH78eFxdXZkyZQoPH5a+P4oFCxZQpUoVli5dSlRUFEqlEnt7e1auXEmHDh3k8YxJSUn4+PgwY8YMVCoVq1evpnPnzly4cIFKlSoVWjzJycksXLiQ9evX8/jxY7p37063bt2wsbEhNDSUK1eu8MEHH9CsWTN69cp5tSEqKirX+HOTlpZGWlqavK3RaICscZzPzmOs1WqRJInMzEwyMzNf6Tlmr1ie3V9RK67zFIRSqeSPP/4o0BCYwsjFs141N9nH5OfYjRs38uOPP3LixAkePnzI8ePHXzrmPzMzE0mS3rgxx9l/l68yz7hQdF6UH7MK6STfNc2lPee/t4bOSqXAzOkPjK1Oy21GJomUeWs9xio3tFqPEowud+Jvx7AVV37y2n++i+O4uDh5+IGZmRmPHz8GoE+fPjRu3Jjvvvsuv12WKGtraywtLVEqlXpDHLLnUc1Wt25d6tatK29Pnz6dTZs2sWXLFoYPH15o8Wi1WpYsWUKVKlUA6NGjB2vWrOHu3buULVuWGjVq0Lp1a/bu3ZtrcZw9xOLZ+HMTFBTEtGnTcrTv2rUrx413xsbGODo6kpSUlGMoTUFlv3eKUkZGBunp6XLhn1+SJKHT6TA2Lrrh+SkpKQWKr6DH5UVBc5OamookSfmK6/79+zRs2JDOnTszatQonjx58tLj09PTSUlJYf/+/WRkZBQo1tIsLCyspEMQXiC3/DRpYE7KTi2S7v/HyyuMMzFpYEVoaGhxhvfKHmc+xtjyTI52hUIiUfsXoaGGO+ZY/O0YtqLOT3Jycp72y/f/+I6Ojjx8+BAXFxcqVarEkSNHqFu3LlevXpWvOr2OkpKSCAwMZNu2bdy+fZuMjAxSUlKIi4sr1POYm5vLhTGAg4MDarWasmXL6rXFF8JXcRMmTCAgIEDe1mg0ODs7065dO6ysrPT2TU1N5fr165QtW5YyZcoU+Jy7zt1l8d4YLsY/xs3ekmGtq9CuhkOB+3sZY2NjTE1N5eezZs0aFi1axIULF7CwsKB169bMmzcPe3t7IGuoS9u2bdm6dStTpkzh9OnT7NixgwYNGjB06FD+/PNPrKysGDduHFu2bKFu3brMmzcPyLoSP2nSJNavX8+jR4+oVasWQUFBtGrVKtfYXF1dAfjPf/4DgIuLC1euXAFgyZIlzJ07l+vXr1O5cmW++uor+vTpo3e8mZmZ/LwCAwNZtmwZ27dvp06dOnz55Zds3ryZGzdu4OjoiJ+fH5MnT5bnJZ82bRp//vknw4cP5+uvv+bhw4f06dOHBQsWEBQUxJIlS8jMzGTkyJF89dVX8jnnzZtHSEgIV65cwdbWFl9fX2bNmiW/P8uUKYNCoZDjunfvHp06deLtt9/ml19+QZXL1FWDBmXdrR8bG8uoUaOwsLDI8f57VmpqKmZmZrRo0eKV3o+ljVarJSwsDG9vb7G8vAF6UX4UVRVYZn5CwgVz0jUmqKy1lHsnGeNPFuHj2rqEIi6YiwkXYXvu/9/bOarwae1TzBG9nPjbMWzFlZ+8XrjJd3Hcpk0btmzZgoeHB/3792fMmDFs2LCBY8eOvdbzH48dO5awsDDmzJlD1apVMTMzo0ePHnpXURUKRY4PCPn9iiDHP6gKRa5thfF1ukqlyrVYMTExyXFOnU6HQqHAyMiowPPf7jx7hyE///8Nm//eTGTo2hP88J8GtK/56jcmPk923JD1PKZPn467uzvx8fEEBATwySefyFdusvf76quvmDNnDq6urpQrV46xY8dy6NAhtmzZgoODA1OmTOHEiRPUq1dPPmbkyJGcO3eO9evXU7FiRTZt2oSPjw+nT5+mWrVqOeLKbQiMkZERmzZtYsyYMcyfPx8vLy+2bt3KgAEDqFSpEq1b//9/okZGRigUCkaOHMnWrVs5cOAAVatm3QhjZWVFSEgIFStW5PTp03z66adYWVkxfvx4+TWJiYlh586d7Nixg5iYGHr06MGVK1dQq9Xs3buXI0eO8Mknn+Dt7c27774LZA0DWbhwIZUrV+bKlSsMGzaML7/8ksWLF+u9fkZGRly/fh1vb28aN27M8uXLXzr84eljX/Yey37uub1X3wRv6vMuLXLNT80uGA9bi9nB+XD/AtjXgeYBUKVNicT4KqrZVaOcqhwJaTnHUXs6ehr0e1P87Ri2os5PXvvOd3G8dOlSuTD77LPPsLOz49ChQ3Tp0oXBgwfntzuDZGJionfDG0BkZCT+/v5069YNyLqSHBsbq7dPhQoVuH37trx96dKlPF/CL0y5xW8IFu+9nKNNkmBxREyRFsdP++STT+TfXV1dWbhwIQ0bNpRXhcv29ddf4+3tDWQNMVi1ahXr1q2jbdu2QNZ83xUrVpT3j4uLY+XKlcTFxcntY8eOZceOHaxcuZL//ve/OWJ53hCYOXPm4O/vz7BhwwAICAjgyJEjzJkzR684zsjI4D//+Q8nT57k4MGDvPXWW/JjkyZNkn9Xq9WMHTuW9evXy8UxZI3bXbFiBZaWlvJwnQsXLvDLL79gY2ND9erVmTVrFnv37pWL46dvblSr1XzzzTcMGTJELo6zXbhwAW9vb7p168b8+fPF1GuCAODWPuunlDNVmjKq/igCDwfqtbtYudDLvXTNvCEIuclXcZyRkcF///tfPvnkE95++20APvroIz766KMiCa6kqNVqwsPDadasGSqVinLlylGtWjU2btxI586dUSgUTJ48OcfV2zZt2vDdd9/RpEkTdDodX3zxRYl8Qs0tfkNw8W5Sru2X7hb92ONsx48fJzAwkFOnTpGQkCDnMC4ujho1asj7eXp6yr9fuXIFrVZLo0aN5DZra2vc3d3l7dOnT6PT6XBzc9M7X1paWr5XFIyOjpaHGmRr1qwZCxYs0GsbM2YMKpWKI0eOUL58eb3Hfv31VxYuXEhMTAxJSUlkZGTkGKqgVquxtLSUtx0cHHJctX12CM/u3bsJCgri/PnzaDQaMjIySE1NJTk5WR6nnpKSQvPmzfHz85NnUREE4fXygdsHOFs689vF33iQ8oBGjo34+J2PsVa92rz9gmAI8vX9uLGxMbNnz37tb4AJDg4mLCwMZ2dnPDyy7rqdO3cu5cqVo2nTpnTu3Jn27dtTv379HMc5OzvLhcHYsWNLZEW53OI3BG4OZXNtr+ZgmWt7YXvy5Ant27fHysqKtWvXEhUVxaZNmwBy3GT49KIqeZGUlIRSqeT48eP8888/8k90dHSOoraweHt7c/PmTXbu3KnXfvjwYXr37o2Pjw9bt27l5MmTTJw4McdzzO8QntjYWHx9falTpw5//PEHx48f5/v/LWrwdN8qlUoeDnLz5s1Ce76CIBiWRk6NmNNyDis7rGRovaHYlLEp6ZAEoVDke1hF27Zt2bdv32s1f+6zSy937tyZzp076+2jVqvZs2ePXttnn32mt12xYsUchUr2HMbZfTw9JrlVq1Z62/7+/vj7++sdHxgYSGBgoF7bs/MmPzu8I7f4DcGw1lUZ8vNxnh6WrVDAZ62qPP+gQnT+/HkePHjAzJkzcXZ2BuDYsWMvPc7V1RUTExOioqLkafsSExO5ePEiLVq0AMDDwwOdTkd8fDzNmzfPc0y5DYGpXr06kZGR9OvXT26LjIzUu7IN0KVLFzp37oyfnx9KpVL+BufQoUO4uLgwceJEed9r167lOabnOX78OJmZmQQHB8tXl3/77bcc+xkZGbFmzRr8/Pxo3bo1ERERekNQBEEQBMGQ5bs47tixI19++SWnT5+mQYMGOa6wdenSpdCCE14v7Ws68sN/GrB472Uu3n2Mm4Mln7WuSrtiGm9cqVIlTE1NWbRoEUOGDOHMmTNMnz79pcdZWlrSr18/xo0bh62tLfb29kydOlW+KQzAzc2N3r1707dvX4KDg/Hw8ODevXuEh4dTp04dOnXqlGvfuQ2BGTduHD179sTDwwMvLy/++usvNm7cmGPRGcha7GXNmjX06dMHY2NjevToQbVq1YiLi2P9+vU0bNiQbdu2yVfIX0XVqlXRarUsWrSIzp07ExkZyQ8//JDrvkqlkrVr1/Lxxx/Tpk0bIiIinju14MOHD4mLi+PWrVtA1nhlyJoZpzBWkBQEQRCEfJHySaFQPPfHyMgov90JBiQxMVECpMTExByPpaSkSOfOnZNSUlJe+Tw6nU5KSEiQdDrdK/f1Mi1btpRGjRolb69bt05Sq9WSSqWSmjRpIm3ZskUCpJMnT0qSJEl79+6VACkhIUGvH41GI/n5+Unm5uaSo6OjNHfuXKlRo0bSl19+Ke+Tnp4uTZkyRVKr1ZKJiYnk5OQkdevWTfr333+fG9+WLVukqlWrSsbGxpKLi4vcvnjxYsnV1VUyMTGR3NzcpNWrV+sdB0ibNm2St3/99VepTJky0h9//CFJkiSNGzdOsrOzk8qWLSv16tVLmjdvnmRtbS3vP3XqVKlu3bp6ffbr10/q0qWLXm6eff3mzp0rOTk5SWZmZlL79u2l1atX671eK1eu1DuPVquVunfvLlWvXl26e/durq/BypUrJSDHz9SpU5/7uhXm+7E0SU9PlzZv3iylp6eXdChCLkR+DJfIjWErrvy8qM55mkKSXuPJiYV80Wg0WFtbk5iYmOs8x1evXqVy5cqvPK9sZmYmGo0GKyurAk8LV9KePHnCW2+9RXBwMAMGDCjpcApNaclNYb4fSxOtVktoaCg+Pj5iOioDJPJjuERuDFtx5edFdc7Tim7ZL0F4jZw8eZLz58/TqFEjEhMT+frrrwF4//33SzgyQRAEQRAKU4GK4ydPnrBv3z7i4uJy3AE/cuTIQglMEAzNnDlzuHDhAqampjRo0IADBw7kmEJNEARBEITSLd/F8cmTJ/Hx8SE5OZknT55ga2vL/fv3MTc3x97eXhTHwmvJw8OD48ePl3QYgiAIgiAUsXwPKhwzZgydO3cmISEBMzMzjhw5wrVr12jQoAFz5szJV1+SJDFo0CBsbW1RKBT8888/+Q1HEARBeIHM9HTuLVzE5bZeXGzajFtfTUR7925Jh1VgukwdoVdCGb9vPBMPTuTwrcMlHZIgCK+ZfF85/ueff/jxxx8xMjJCqVSSlpaGq6srs2fPpl+/fnTv3j3Pfe3YsYOQkBAiIiJwdXV9bb+ibtWqFfXq1ROrhQmCUOxujf+Cxzt2yNuJGzeS/PffuP65GaN8LnZT0iRJYtz+cYRdC5PbtsRsYWjdoQyrN6wEIxME4XWS7yvHJiYm8l3s9vb2xMXFAVnL6V6/fj1ffcXExODk5ETTpk1xdHTE2PjNvT9QkqTXfuVBQRCKV9qVK3qFcTbtjRsk/rW1BCJ6NYdvH9YrjLMt+3cZd5+U3qvhgiAYlnwXxx4eHkRFRQHQsmVLpkyZwtq1axk9ejS1atXKcz/+/v6MGDGCuLg4FAoFarWaVq1aMWLECEaPHk25cuVwcHBg2bJlPHnyhP79+2NpaUnVqlXZvn273I9Op2PAgAFUrlwZMzMz3N3d9ZbrTU1NpWbNmgwaNEhui4mJwdLSkhUrVqDRaDAzM9PrE2DTpk1YWlqSnJxM06ZN+eKLL/Qev3fvHiYmJuzfvx+AxYsXU61aNcqUKYODgwM9evSQn+e+fftYsGABCoUChUJBbGwsERERKBQKtm/fToMGDVCpVBw8eJDMzEyCgoLk51O3bl02bNggnzchIYHevXtToUIFzMzMqFatGitXrgSylvAdPnw4Tk5OlClTBhcXF4KCgvKcE0EQXi9p504/97HkYxHFF0ghOXLrSK7tGVIGUXejijkaQRBeV/m+VPvf//6Xx48fAzBjxgz69u3L0KFDqVatGitWrMhzPwsWLKBKlSosXbqUqKgolEolH374IatWrWL8+PH8/fff/PrrrwwdOpRNmzbRrVs3vvrqK+bNm0efPn2Ii4vD3NyczMxM3n77bX7//Xfs7Ow4dOgQgwYNwsnJiZ49e1KmTBnWrl3Lu+++S6dOnfD19eU///kP3t7efPLJJwD4+vqybt06OnbsKMe3du1aunbtirm5Ob1792b27NnMnDlTXhHt119/pWLFijRv3pxjx44xcuRI1qxZQ9OmTXn48CEHDhyQn+fFixepVauWPP1XhQoV5CWfv/zyS+bMmYOrqyvlypUjKCiIn3/+mR9++IFq1aqxf/9+/vOf/1ChQgVatmzJ5MmTOXfuHNu3b6d8+fJcvnyZlJQUABYuXMiWLVv47bffqFSpEtevX3/h1fy0tDTS0tLkbY1GA2TNN6jVavX21Wq1SJJEZmYmmZmZec5zbrKn1s7uTzAcpSU3mZmZSJKEVqtFqVSWdDjFJvvv8tm/z+d5nPb8v//Habfy3I+hsDSxfO5jZZVlS/z55Dc/QvERuTFsxZWfvPZfoouAzJ8/n/nz58uFYqtWrdDpdHJhqdPpsLa2pnv37qxevRqAO3fu4OTkxOHDh2ncuHGu/Q4fPpw7d+7oXXH99ttvmT17Nh999BF//PEHp0+fxs7ODoDNmzfTp08f7t69i7m5ORqNBgcHBzZt2kSHDh24d+8eFStWZM+ePTRv3hyApk2b0qJFC2bOnMnGjRvp378/N27cwNIy5z/euY05joiIoHXr1mzevFmeKzctLQ1bW1t2795NkyZN5H0HDhxIcnIy69ato0uXLpQvXz7XDyIjR47k7Nmz7N69Wy7iXyQwMJBp06blaF+3bh3m5uZ6bcbGxjg6OuLs7IypqelL+xaEopSens7169e5c+eOGI70Ao9vnKblH8tJuqW/UIqxmY6LXRuQUe+jEoqsYDSZGuZp5qFF/z84GyMbxliOQal4cz4oCYKQf8nJyfj5+RXdIiDx8fFcuHABgHfeeYcKFSoUtCs9derUkX9XKpXY2dlRu3Ztuc3BwUE+f7bvv/+eFStWEBcXR0pKCunp6dSrV0+v388//5zNmzfz3XffsX37drkwBuQVWbZs2SIXz1ZWVnh5eQFZV3rbtWvH2rVrad68OVevXuXw4cP8+OOPAHh7e+Pi4oKrqysdOnSgQ4cOdOvWLUeBmRtPT0/598uXL5OcnIy3t7fePunp6Xh4eAAwdOhQPvjgA06cOEG7du3o2rUrTZs2BbKGcHh7e+Pu7k6HDh3w9fWlXbt2zz33hAkTCAgIkLc1Gg3Ozs60a9cu1xXyrl+/TtmyZV95RTJJknj8+DGWlpZ5KuJfRZs2bahbty7z5s0r0vMUN6VSyR9//EHXrl0Ltd9XzU1ISAgBAQE8fPiwUON6VmpqKmZmZrRo0eKNWyEvLCwMb2/vPK0idSauIaa3lmF7JonEWDMyM4woWzGV8nUec6J+H7p38H5pH4am0q1KTP97OneTs8YYV7WpysxmM3G1di3hyPKfH6H4iNwYtuLKT/Y35C+T7+L48ePHDBs2jPXr16PT6YCs/6h79erF999/j7W1dX671PPsi6JQKPTasv/Dzv7Kd/369YwdO5bg4GCaNGmCpaUl3377LUePHtXrJz4+nosXL6JUKrl06RIdOnSQHzM1NaVHjx6sW7eOjz76iHXr1tGrVy+9GwR79+7NyJEjWbRoEevWraN27dpy0W5pacmJEyeIiIhg165dTJkyhcDAQKKiorCxsXnh87V46m7xpKQkALZt28Zbb72lt59KpQKgY8eOXLt2jdDQUMLCwmjbti2fffYZc+bMoX79+ly9epXt27eze/duevbsiZeXl94V9Gf7zO73aSYmJjnyoNPpUCgUGBkZvfKywtm5y+6vqBXXeQpCoVCwadOmAhW5hZGLZ71qbrKPyeuxWq2WSZMmERoaypUrV7C2tsbLy4uZM2dSsWLFF54n+9+GN/E/urw+b48qFZnsMInRxtNw88gqJtMkY+Yb9WFg67al8rVr6dKS95zf49yDc5gqTXG3dS/pkHJ4U9+XpYHIjWEr6vzkte98/+83cOBAjh49ytatW3n06BGPHj1i69atHDt2jMGDB+c70FcVGRlJ06ZNGTZsGB4eHlStWpWYmJgc+33yySfUrl2bVatW8cUXXxAdHa33eO/evdmxYwdnz55lz5499O7dW+/x999/n9TUVHbs2MG6detyPG5sbIyXlxezZ8/m33//JTY2lj179gBZxXf2B4kXqVGjBiqViri4OKpWrar34+zsLO9XoUIF+vXrx88//8z8+fNZunSp/JiVlRW9evVi2bJl/Prrr/zxxx9FfhXvdSZmESlaycnJnDhxgsmTJ3PixAk2btzIhQsX6NKlS0mH9tr4fGA//uu+gWEZAYxJH8pn9j/TaeA07Mrm/GBcWiiNlNSuUNsgC2NBEEq/fBfHW7duZcWKFbRv3x4rKyusrKxo3749y5Yt46+//iqKGF+oWrVqHDt2jJ07d3Lx4kUmT54sz6aR7fvvv+fw4cOsWrWK3r1707VrV3r37q239HWLFi1wdHSkd+/eVK5cmXfffVevDwsLC7p27crkyZOJjo7m448/lh/bunUrCxcu5J9//uHatWusXr2azMxM3N2z/uFWq9UcPXqU2NhY7t+//9wbnSwtLRk7dixjxoxh1apVxMTEcOLECRYtWsSqVasAmDJlCn/++SeXL1/m7NmzbN26lerVqwMwd+5cfvnlF86fP8/Fixf5/fffcXR0fOnV62IVvRXFT22x/u4dFD+1hejinU5qzZo1eHp6YmlpiaOjI35+fnpDdJ43i8jjx4/p3bs3FhYWODk5MW/ePFq1asXo0aPlY9PS0hg7dixvvfUWFhYWvPvuu0RERDw3FrVaDUC3bt3kGVuyLVmyhCpVqmBqaoq7uztr1qx54fOaOnUqTk5O/PvvvwB88cUXuLm5YW5ujqurK5MnT9a7ESEwMJB69eqxYsUKKlWqRNmyZRk2bBg6nY4FCxZQsWJF7O3tmTFjht555s6dS+3atbGwsMDZ2Zlhw4bJ33jk5t69e3h6etKtWze9mz+zWVtbExYWRs+ePXF3d6dx48Z89913HD9+XJ4mUng1NuamBPs1Zu7USUybMp2fPutIrbde7Rs+QRCE11m+i2M7O7tch05YW1tTrly5QgkqPwYPHkz37t3p1asX7777Lg8ePGDYsP+fDP78+fOMGzeOxYsXy1dfFy9ezP3795k8ebK8n0Kh4OOPP+bUqVM5rgpn6927N6dOnaJ58+ZUqlRJbrexsWHjxo20adOG6tWr88MPP/DLL79Qs2ZNAMaOHYtSqaRGjRpUqFDhhf/pT58+ncmTJxMUFET16tXp0KED27Zto3LlykDWVegJEyZQp04dWrRogVKpZP369UBWcT179mw8PT1p2LAhsbGxhIaGGs6Qguit8GtvFLdOoMhIQXHrBPz6n2ItkLVaLdOnT+fUqVNs3ryZ2NhY/P39c+z35ZdfMnPmTKKjo6lTpw4BAQFERkayZcsWwsLCOHDgACdOnNA7Zvjw4Rw+fJj169fz77//8uGHH9KhQwcuXbqUayzZH+JWrlzJ7du35e1NmzYxatQoPv/8c86cOcPgwYPp378/e/fuzdGHJEmMGDGC1atXc+DAAXnMvqWlJSEhIZw7d44FCxawbNmyHOOuY2Ji2L59Ozt27OCXX35h+fLl+Pr6cuvWLfbu3cusWbOYNGmS3hAlIyMjFi5cyNmzZ1m1ahV79uxh/PjxuT6/69ev07x5c2rVqsWGDRtyHcKTm8TERBQKhWF9qHsNlDFRYlVGfJ0sCILwUlI+/fjjj5KXl5d0+/Ztue327dtSu3btpB9++CG/3QkGJDExUQKkxMTEHI+lpKRI586dk1JSUgp+gh9bSdJUq5w/S1u/QtQv1rJlS2nUqFHPfTwqKkoCpMePH0uSJEl79+6VAGnz5s3yPhqNRjIxMZF+//13ue3Ro0eSubm53Pe1a9ckpVIp3bx5U6//tm3bShMmTHju+QFp06ZNem1NmzaVPv30U722Dz/8UPLx8dE77vfff5f8/Pyk6tWrSzdu3HjuOSRJkr799lupQYMG8vbUqVMlc3NzSaPRyG3t27eX1Gq19ODBA0mn00mSJEnu7u5SUFDQc/v9/fffJTs7O3l75cqVkrW1tXT+/HnJ2dlZGjlypJSZmfnC2J6WkpIi1a9fX/Lz83vpfq/8fiyF0tPTpc2bN0vp6eklHYqQC5EfwyVyY9iKKz8vqnOelu8b8pYsWcLly5epVKmSfPU0Li4OlUrFvXv35BkcgBxX1oQ33L3zubfHP6e9CBw/fpzAwEBOnTpFQkKCPMQlLi6OGjVqyPs9PYvIlStX0Gq1NGrUSG6ztraWh80AnD59Gp1Oh5ubm9750tLS9GZGyYvo6Gi9RWsAmjVrpre4DcCYMWNQqVQcOXIkx9Lrv/76KwsXLiQmJoakpCQyMjJyzECiVqv1ph50cHDIcZOfg4OD3rCT3bt3ExQUxPnz59FoNGRkZJCamkpycrI8O0tKSgrNmzfHz88vX0uma7VaevbsiSRJLFmyJM/HCYIgCEJhyndxXNhTRwlvkArvwK1cPjDZv1Msp3/y5Ant27enffv2rF27Vh7i0r59e73x56A/i0heJCUloVQqOX78eI5FKcqWLfvKsefG29ubX375hZ07d+oNBTp8+DC9e/dm2rRptG/fHmtra9avX09wcLDe8S+bGSa7LfsDRGxsLL6+vgwdOpQZM2Zga2vLwYMHGTBgAOnp6XJxrFKp8PLyYuvWrYwbNy7HzCu5yS6Mr127xp49e144/6QgCIIgFKV8F8dTp04tijiEN0Hzz7PGGPP0ujOKrPZicP78eR48eMDMmTPl8efHjh176XGurq6YmJgQFRUlf1uSmJjIxYsXadGiBZC1rLpOpyM+Pl5eKCYvTExMcsxkUr16dSIjI+nXr5/cFhkZqXdlG6BLly507twZPz8/lEolH32UtaDDoUOHcHFxYeLEifK+165dy3NMz3P8+HEyMzMJDg6Wry7/9ttvOfYzMjJizZo1+Pn50bp1ayIiIl44LVt2YXzp0iX27t2b7yvtgiAIglCYDOROLeGNUN0Xev2MVLEBkok5UsUG8NFaeKdTsZy+UqVKmJqasmjRIq5cucKWLVuYPn36S4+ztLSkX79+jBs3jr1793L27FkGDBggz7UL4ObmRu/evenbty8bN27k6tWr/P333wQFBbFt27bn9q1WqwkPD+fOnTskJCQAMG7cOEJCQliyZAmXLl1i7ty5bNy4kbFjx+Y4vlu3bqxZs4b+/fvL81lXq1aNuLg41q9fT0xMDAsXLmTTpk0Fecn0VK1aFa1WK79+a9as4Ycffsh1X6VSydq1a6lbty5t2rThzp07ue6n1Wrp0aMHx44dY+3ateh0Ou7cucOdO3dyXM0XBEEQhOIgimOheFX3RRq4m8TPopEG7i62whiy5ocOCQnh999/p0aNGsycOZM5c+bk6di5c+fSpEkTfH198fLyolmzZlSvXl1vdbaVK1fSt29fPv/8c9zd3enatave1ebcBAcHExYWhrOzs7wKYteuXVmwYAFz5syhZs2a/Pjjj6xcuZJWrVrl2kePHj1YtWoVffr0YePGjXTp0oUxY8YwfPhw6tWrx6FDh/RmZimounXrMnfuXGbNmkWtWrVYu3YtQUFBz93f2NhYnrWlTZs2emOXs928eZMtW7Zw48YN6tWrh5OTk/xz6NChV45ZEARBEPJLIUmS9PLdhDeBRqPB2to61zXHU1NTuXr1KpUrV37l5XozMzPRaDRYWVkZzjRz+fTkyRPeeustgoODGTBgQEmHU2hKS24K8/1Ymmi1WkJDQ+Ul7wXDIvJjuERuDFtx5edFdc7T8j3mWBDeRCdPnuT8+fM0atSIxMREvv76ayBr5URBEARBEF4fhntp6BVJksSgQYOwtbVFoVDwzz//vHD/7JXRHj16VCzxCaXPnDlzqFu3Ll5eXjx58oQDBw7kmEJNEARBEIpSzN1TfLPFj8G/tGH+jiHEa26WdEivnXxfOdbpdISEhBAeHk58fHyOpZD37NlTaMG9ih07dhASEkJERASurq4lWsSEhIQwevRoUXiXYh4eHhw/frykwxAEQRDeYFEXNvHLDxPp+LdEl0dw1eE2U987yFcjfsW5Qs2SDu+1ke/ieNSoUYSEhNCpUydq1aol361vaGJiYnBycqJp06YlHUqepaenY2pqWtJhCIIgCIJggPYtDuTTnf9/q5jbLajyu44/LUYy/IvwEozs9ZLv4nj9+vX89ttv+Pj4FEU8hcLf359Vq1YBWYsYuLi4cOHCBcaNG8f69evRaDR4enoyb948GjZsqHfs8ePH+eKLLzh37hz16tVj5cqVeiuhPc+pU6cYPXo0x44dQ6FQUK1aNX788UeSkpLo37+/HAtkzRUdGBiIWq1mwIABXLp0ic2bN9O9e3dCQkI4ePAgEyZM4NixY5QvX55u3boRFBQkL0yxePFi5s2bx/Xr17G2tqZ58+byNF4bNmxg2rRpXL58GXNzczw8PPjzzz9zXdQiLS2NtLQ0eVuj0QBZA+O1Wq3evlqtFkmSyMzMzPFtQX5l3wOa3Z9gOEpLbjIzM5EkCa1Wm2PRlddZ9t/ls3+fgmEQ+TFcr0NuklMe0ehwzikulRI47buNNqD0Prfiyk9e+8/3bBUVK1YkIiIixzK5hiQxMZGFCxeydOlSoqKiUCqVfPPNN2zYsIGffvoJFxcXZs+ezZYtW7h8+TK2trZERETQunVr3n33XWbNmkWFChUYMmQIOp2OyMjIl56zVq1aeHh4MHHiRJRKJf/88w9ubm5Ur16dJUuWMGXKFC5cuABkrZhWtmxZ1Go1CQkJTJkyRW/lwbp16/LNN9/QqVMn7t27x/Dhw6lbty4rV67k2LFjNG7cmDVr1tC0aVMePnzIgQMHGDlyJLdv36ZSpUrMnj2bbt268fjxYw4cOEDfvn1zXaUtMDCQadOm5Whft26dvNpZNmNjYxwdHXF2dhZXt4USl56ezvXr17lz5w4ZGRklHY4gCELRS03Cbeo3uT700AruT5xZzAGVPsnJyfj5+b10top8F8fBwcFcuXKF7777zmCHVADMnz+f+fPnExsby5MnTyhXrhwhISH4+fkBWZ8e1Go1o0ePZty4cXJxvHv3btq2bQtAaGgonTp1IiUl5aXTRVlZWbFo0SK9Vc2yPW/MsVqtxsPDQ2+BhoEDB6JUKvnxxx/ltoMHD9KyZUuePHlCaGgo/fv358aNG1haWur1d+LECRo0aEBsbCwuLi4vfY1yu3Ls7OzM/fv3c53K7fr166jV6leeOkuSJB4/foylpaVBv4feRKUlN6mpqcTGxuLs7PzGTeUWFhaGt7e3mI7KAIn8GK7XITcp6TrOtWqA9eOc3+rFVrLEa9vLL+QZquLKj0ajoXz58oU/ldvBgwfZu3cv27dvp2bNmjmexMaNG/MfbRGLiYlBq9XSrFkzuc3ExIRGjRoRHR2tt2+dOnXk352cnACIj49/4UIOAAEBAQwcOJA1a9bg5eXFhx9+SJUqVV4am6enp972qVOn+Pfff1m7dq3clv0V99WrV/H29sbFxQVXV1c6dOhAhw4d6NatG+bm5tStW5e2bdtSu3Zt2rdvT7t27ejRowflypXL9dwqlQqVSpWj3cTEJEdedTodCoUCIyOjV57/Nvvr+uz+BMNRWnKTvTphbu/VN8Gb+rxLC5Efw1Wac2NsbMzWWl3ofXizXrvOCA40G07HUvq8nlbU+clr3/n+38/GxoZu3brRsmVLypcvj7W1td5Paff0C5d95SwvYy8DAwM5e/YsnTp1Ys+ePdSoUSNPS/Y+OxY4KSmJwYMH888//8g/p06d4tKlS1SpUgVLS0tOnDjBL7/8gpOTE1OmTKFu3bo8evQIpVJJWFgY27dvp0aNGixatAh3d3euXr2az1dBEARBEARDolAoqDxgEDM9e3PDxo5UE2MuVHiLr5oNxcfPcO8DK43yfeV45cqVRRFHkapSpQqmpqZERkbKww20Wi1RUVGMHj260M7j5uaGm5sbY8aM4eOPP2blypV069YNU1NTdDpdnvqoX78+586do2rVqs/dx9jYGC8vL7y8vJg6dSo2Njbs2bOH7t27o1AoaNasGc2aNWPKlCm4uLiwadMmAgICCutpliqtWrWiXr16zJ8/v6RDKVQKhYJNmzbpjVU3BGLaQkEQhKIz4L3KGBv9h8D9Tbn5KIV3HC0Z4+3Ge9XEnPuFqcAr5N27d0++wczd3Z0KFSoUWlCFzcLCgqFDhzJu3DhsbW3lm9aSk5MLZenflJQUxo0bR48ePahcuTI3btwgKiqKDz74AMgaW5yUlER4eDh169bF3Nw8xw1v2b744gsaN27M8OHDGThwIBYWFpw7d46wsDC+++47tm7dypUrV2jRogXlypUjNDSUzMxM3N3dOXr0KOHh4bRr1w57e3uOHj3KvXv3qF69+is/R6FoGGqRW5wCAwNZv349169fx9TUlAYNGjBjxgzefffdkg5NEATB4PRrqqZfUzUZukyMlYY7/K00y3dx/OTJE0aMGMHq1avl4QZKpZK+ffuyaNGi5xZ9JW3mzJlkZmbSp08fHj9+jKenJzt37nzueNz8UCqVPHjwgL59+3L37l3Kly9P9+7d5ZkgmjZtypAhQ+jVqxcPHjyQp3LLTZ06ddi3bx8TJ06kefPmSJJElSpV6NWrF5A1rGXjxo0EBgaSmppKtWrV+OWXX6hZsybR0dHs37+f+fPno9FocHFxITg4mI4dO77yc3xTSZKETqfD2FistF5U3Nzc+O6773B1dSUlJYV58+bRrl07Ll++bNAfugVBEEqSKIyLkJRPgwYNklxdXaXQ0FApMTFRSkxMlLZt2yZVqVJFGjJkSH67EwxIYmKiBEiJiYk5HktJSZHOnTsnpaSkvNI5dl/bLfX6q5fkucZT6vVXL2n3td2v1N/LtGzZUho1apS8vXr1aqlBgwZS2bJlJQcHB+njjz+W7t69Kz++d+9eCZBCQ0Ol+vXrSyYmJtLevXsljUYj+fn5Sebm5pKjo6M0d+7cHH2npqZKn3/+uVSxYkXJ3NxcatSokbR3797nxubi4iIB8o+Li4v82OLFiyVXV1fJxMREcnNzk1avXq13LCBt2rRJ3p4yZYrk6OgonTp1SpIkSRo/frxUrVo1yczMTKpcubI0adIkKT09Xd5/6tSpUt26daXly5dLzs7OkoWFhTR06FApPT1dCgwMlBwcHKQKFSpI33zzjd55g4ODpVq1aknm5ubS22+/LQ0dOlR6/Pix/PjKlSsla2treTs+Pl5q0KCB1LVrVyk1NfW5r8XTst+Hu3c//71RWO/H0iY9PV3avHmzXi4FwyHyY7hEbgxbceXnRXXO0/L9seOPP/5g+fLldOzYESsrK6ysrPDx8WHZsmXyQhSCkJvwuHBG7x3N2QdnSdWlcvbBWcbsHUN4XPGt6qPVapk+fTqnTp1i8+bNxMbG4u/vn2O/L7/8kpkzZxIdHU2dOnUICAggMjKSLVu2EBYWxoEDBzhx4oTeMcOHD+fw4cOsX7+ef//9lw8//JAOHTpw6dKlXGOJiooCssbx3759W97etGkTo0aN4vPPP+fMmTMMHjyY/v37s3fv3hx9SJIkf5Nz4MABebYVS0tLQkJCOHfuHAsWLGDZsmXMmzdP79iYmBi2b9/Ojh07+OWXX1i+fDm+vr7cunWLvXv3MmvWLCZNmsTRo0flY4yMjFi4cCFnz55l1apV7Nmzh/Hjx+f6/K5fv07z5s2pVasWGzZsyHVmlGelp6ezdOlSrK2tqVu37kv3FwRBEIRCl9+q28zMTDp37lyO9jNnzkjm5ub57a7UqFGjhmRhYZHrz88//1zS4RWKor5y/NFfH0m1Qmrl+Pl468evEvYLPXt191lRUVESIF/9zL5yvHnzZnkfjUYjmZiYSL///rvc9ujRI8nc3Fzu+9q1a5JSqZRu3ryp13/btm2lCRMmPPf8PHMFWJIkqWnTptKnn36q1/bhhx9KPj4+esf9/vvvkp+fn1S9enXpxo0bzz2HJEnSt99+KzVo0EDenjp1qmRubi5pNBq5rX379pJarZYePHgg6XQ6SZIkyd3dXQoKCnpuv7///rtkZ2cnb2dfOT5//rzk7OwsjRw5UsrMzHxhbJIkSX/99ZdkYWEhKRQKqWLFitLff//9wv3FlWNx9csQifwYLpEbw2ZoV47zPZCySZMmTJ06ldWrV8uT76ekpDBt2jSaNGlSiGW7YQkNDX3usoMODg7FHE3pFJMYk2v75UeXiy2G48ePExgYyKlTp0hISJDHzcfFxVGjRg15v6fnn75y5QparZZGjRrJbdbW1nrLip8+fRqdTpdj5ci0tDTs7OzyFWN0dDSDBg3Sa2vWrBkLFizQaxszZgwqlYojR45Qvrz+ncq//vorCxcuJCYmhqSkJDIyMnJMeK5Wq/UWknFwcMgxj7WDgwPx8fHy9u7duwkKCuL8+fNoNBoyMjJITU0lOTlZvt8gJSWF5s2b4+fnl+dZQlq3bs0///zD/fv3WbZsGT179uTo0aPY29vn6XhBEARBKCz5HlaxYMECIiMjefvtt2nbti1t27bF2dmZQ4cO5fjP+3Xi4uJC1apVc/15dqU6IXdVrHNfFKWqzfOnrStMT548oX379lhZWbF27VqioqLkuajT0/XXq392/umXSUpKQqlUcvz4cb05qqOjo4vs78Lb25ubN2+yc+dOvfbDhw/Tu3dvfHx82Lp1KydPnmTixIk5nuOzk6FnL6rxbFv2B4jY2Fh8fX2pU6cOf/zxB8ePH+f7778H9F8/lUqFl5cXW7du5ebNm3l6LhYWFlStWpXGjRuzfPlyjI2NWb58ed5eCEEQBEEoRPkujmvVqsWlS5cICgqiXr161KtXj5kzZ3Lp0iVq1qxZFDEKr4mBdQaiQH9JYgUKBtYeWCznP3/+PA8ePGDmzJk0b96cd955R++q6PO4urpiYmIijwkGSExM5OLFi/K2h4cHOp2O+Pj4HB+eHB0dn9u3iYlJjjmwq1evTmSk/jKgkZGRele2Abp06cK6desYOHAg69evl9sPHTqEi4sLEydOxNPTk2rVqnHt2rWXPs+XOX78OJmZmQQHB9O4cWPc3Ny4detWjv2MjIxYs2YNDRo0oHXr1rnu8zKZmZl6S5sLgiAIQnEp0PxU5ubmfPrpp4UdyxtDkiQGDx7Mhg0bSEhI4OTJk9SrV6+kwypybSu1ZV7refz070/EPIqhik0VPq3zKW0qtSmW81eqVAlTU1MWLVrEkCFDOHPmDNOnT3/pcZaWlvTr10+eJ9ve3p6pU6fKSxhD1nRkvXv3pm/fvgQHB+Ph4cG9e/cIDw+nTp06dOrUKde+1Wo14eHhNGvWDJVKRbly5Rg3bhw9e/bEw8MDLy8v/vrrLzZu3Mju3btzHN+tWzfWrFlDnz59MDY2pkePHlSrVo24uDjWr19Pw4YN2bZtW55Wa3yZqlWrotVqWbRoEZ07dyYyMpIffvgh132VSiVr167l448/pk2bNkREROT6IeHJkyfMmDGDLl264OTkxP379/n++++5efMmH3744SvHLAhFLSMzg4TUBGxUNiUdiiAIhSRPxfGWLVvo2LEjJiYmbNmy5YX7dunSpVACe53t2LGDkJAQIiIicHV1zTFetKAiIiIICAjg7NmzODs7M2nSpFxnYihJbSu1pfXbrdFoNFhZWemNby1qFSpUICQkhK+++oqFCxdSv3595syZk6f37Ny5cxkyZAi+vr5YWVkxfvx4rl+/Lo+7h6xZJ7755hs+//xzbt68Sfny5WncuDG+vr7P7Tc4OJiAgACWLVvGW2+9RWxsLF27dmXBggXMmTOHUaNGUblyZVauXEmrVq1y7aNHjx7yHN5GRkZ0796dMWPGMHz4cNLS0ujUqROTJ09+7tzaeVW3bl3mzp3LrFmzmDBhAi1atCAoKIi+ffvmur+xsTG//PILvXr1kgvkZ8cQK5VKzp8/z6pVq7h//z52dnY0bNiQAwcOiG+iBIO3/vx6vj+xhEfah1goy9K3Rh8qShVLOixBEF6RQpIk6WU7GRkZcefOHezt7V9YzCgUijwvk/wm++677/j2228L5avubFevXqVWrVoMGTKEgQMHEh4ezujRo9m2bRvt27fPUx8ajQZra2sSExNz3LyVmprK1atXqVy5sl5BWBCZmZklUhwXpidPnvDWW28RHBxcKKssGorSkpvCfD+WJlqtltDQUHx8fHKMDxeK1+aLfzH58FdUuSXhEi9x21ZBdCUFbU3a8e2HM0V+DIz42zFsxZWfF9U5T8vTlePsG3Ke/V3IP39/f1atWgVkfZhwcXFBrVZTp04dypQpw08//YSpqSlDhgzRu9L36NEjxo4dy59//klaWhqenp7MmzdPngv2hx9+oHLlygQHBwNZ41YPHjzIvHnz8lwcC8938uRJzp8/T6NGjUhMTOTrr78G4P333y/hyARBKAkr93/Llxt11L/y/9eXLrwF33ffU4JRCYJQGPI95nj16tX06tUrx4T+6enprF+//rlfsQpZFixYQJUqVVi6dClRUVEolUo+/PBDVq1aRUBAAEePHuXw4cP4+/vTrFkzvL29Afjwww8xMzNj+/btWFtb8+OPP9K2bVsuXryIra0thw8fxsvLS+9c7du3Z/To0c+NJS0tTe+mJ41GA2R9gnt22jqtVoskSWRmZr7yB6TsLyuy+ysNMjMzmTNnDhcuXMDU1JT69euzb98+bG1tS81zyIvSkpvMzEwkSUKr1aJUKks6nGKT/Xf5vGklheLTPPK+XmEM4H4T3t+fRrp/+nOOEkqK+NsxbMWVn7z2n6dhFU9TKpXcvn07x9jBBw8eYG9vL4ZV5MH8+fOZP38+sbGxALRq1QqdTseBAwfkfRo1akSbNm2YOXMmBw8epFOnTsTHx+t9KKlatSrjx49n0KBBuLm50b9/fyZMmCA/HhoaSqdOnUhOTsbMzCxHHIGBgUybNi1H+7p16+Q5a7MZGxvj6OiIs7Mzpqamr/oSCMIrSU9P5/r169y5c4eMjIySDkd4A9n/9wtsEhU52tONJa5On4nCKOdjgiCUrOTkZPz8/ApnWMXTJEmS79B/2o0bN7C2ts5vd8L/ZC/7m83JyUmeZuzUqVMkJSXlWEwiJSWFmJjcF9bIiwkTJhAQECBvazQanJ2dadeuXa5jjq9fv07ZsmVfeYynJEk8fvwYS0vLXN9LQskpLblJTU3FzMyMFi1avHFjjsPCwvD29hbjJktY9DeTgJwfzIwzFXi38xYXEQyM+NsxbMWVn+xvyF8mz8Wxh4cHCoUChUJB27ZtMTb+/0N1Oh1Xr16lQ4cO+Y9UAHJfkCH7a+2kpCScnJyIiIjIcZyNjQ0Ajo6O3L17V++xu3fvYmVlletVY8harOHZ4THZsTwbj06nQ6FQ5FhBrSCyn1d2f4LhKC25yZ5GL7f36pvgTX3ehqScVweSNm3N0f7EzRVTU1ORHwMl/nYMW1HnJ69957k47tq1KwD//PMP7du3p2zZsvJjpqamqNVqPvjgg/xFKeRJ/fr1uXPnDsbGxqjV6lz3adKkCaGhoXptYWFhr/WS3oIgCCWl4hcTiT0TTfql///2TunkwL2uPUswKkEQCkOei+OpU6cCWYsW9OrV6436KrOkeXl50aRJE7p27crs2bPllcm2bdtGt27d8PT0ZMiQIXz33XeMHz+eTz75hD179vDbb7+xbdu2kg5fEAThtaO0scF14yYeh4eTev48pmo1Zl5eRIeHl3RogiC8onyPOe7Xr19RxCG8gEKhIDQ0lIkTJ9K/f3/u3buHo6MjLVq0wMHBAYDKlSuzbds2xowZw4IFC3j77bf56aefxDRugiAIRURhYoJVhw5Y/W9IoZgJQRBeD/kujnU6HfPmzeO3334jLi6O9HT9KWsePnxYaMG9rkaPHq03xVpuY4k3b96st21pacnChQtZuHDhc/tt1aoVJ0+eLKQoBUEQBEEQ3jz5vuNm2rRpzJ07l169epGYmEhAQADdu3fHyMjolZenFYTC1qpVqxfO9VxaKRSKHB+gDEFISIh8k6ggCIIglEb5Lo7Xrl3LsmXL+PzzzzE2Nubjjz/mp59+YsqUKRw5cqQoYhSE15ahFrklZciQISgUCubPn1/SoQiCIAhvqHwXx3fu3KF27doAlC1blsTERAB8fX3FzV/Ca0eSJLHIRDHZtGkTR44coWLFiiUdiiAIgvAGy3dx/Pbbb3P79m0AqlSpwq5duwCIiorKdc5cQXja4927udarF3dateZar1483r27WM+/Zs0aPD09sbS0xNHRET8/P3mxFcga/61QKNi+fTsNGjRApVJx8OBBHj9+TO/evbGwsMDJyYl58+blGLKRlpbG2LFjeeutt7CwsODdd9/NdTx5tuxp+bp164ZCodCbpm/JkiVUqVIFU1NT3N3dWbNmzQuf19SpU3FycuLff/8F4IsvvsDNzQ1zc3NcXV2ZPHmy3s1CgYGB1KtXjxUrVlCpUiXKli3LsGHD0Ol0LFiwgIoVK2Jvb8+MGTP0zjN37lxq166NhYUFzs7ODBs2jKSkpOfGde/ePTw9PenWrZveUuXPunnzJiNGjGDt2rViDlJBEAShROW7OO7WrRvh/5uqZsSIEUyePJlq1arRt29fPvnkk0IPUHh9PN69mxvDR5B6+gxSaiqpp89wY8TIYi2QtVot06dP59SpU2zevJnY2Fj8/f1z7Pfll18yc+ZMoqOjqVOnDgEBAURGRrJlyxbCwsI4cOAAJ06c0Dtm+PDhHD58mPXr1/Pvv//y4Ycf0qFDBy5dupRrLFFRUQCsXLmS27dvy9ubNm1i1KhRfP7555w5c4bBgwfTv39/9u7dm6MPSZIYMWIEq1ev5sCBA/JKi5aWloSEhHDu3DkWLFjAsmXLmDdvnt6xMTExbN++nR07dvDLL7+wfPlyfH19uXXrFnv37mXWrFlMmjSJo0ePyscYGRmxcOFCzp49y6pVq9izZw/jx4/P9fldv36d5s2bU6tWLTZs2PDcD8+ZmZn06dOHcePGUbNmzVz3EQRBEIRiI72iQ4cOScHBwdKWLVtetSuhhCUmJkqAlJiYmOOxlJQU6dy5c1JKSkqB+7/S40PpnPs7OX6ufNjzVcJ+oZYtW0qjRo167uNRUVESID1+/FiSJEnau3evBEibN2+W99FoNJKJiYn0+++/y22PHj2SzM3N5b6vXbsmKZVK6ebNm3r9t23bVpowYcJzzw9ImzZt0mtr2rSp9Omnn+q1ffjhh5KPj4/ecb///rvk5+cnVa9eXbpx48ZzzyFJkvTtt99KDRo0kLenTp0qmZubSxqNRm5r3769pFarpQcPHkg6nU6SJElyd3eXgoKCntvv77//LtnZ2cnbK1eulKytraXz589Lzs7O0siRI6XMzMwXxvbf//5X8vb2lvdzcXGR5s2b98JjCuP9WBqlp6dLmzdvltLT00s6FCEXIj+GS+TGsBVXfl5U5zwt31O5PatJkyZiFTYhT9IuX85Xe1E4fvw4gYGBnDp1ioSEBHm55Li4OGrUqCHv5+npKf9+5coVtFotjRo1ktusra1xd3eXt0+fPo1Op8PNzU3vfGlpadjZ2eUrxujoaAYNGqTX1qxZMxYsWKDXNmbMGFQqFUeOHKF8+fJ6j/36668sXLiQmJgYkpKSyMjIwMrKSm8ftVqNpaWlvO3g4JBjeXAHBwe9YSe7d+8mKCiI8+fPo9FoyMjIIDU1leTkZMzNzQFISUmhefPm+Pn5vfTGuuPHj7NgwQJOnDiBQqF4+YsjCIIgCEUs38MqVq1apXfj3fjx47GxsaFp06Zcu3atUIMrKEmSGDRoELa2tigUCv7555+SDklMcQWoqlbNV3the/LkCe3bt8fKyoq1a9cSFRXFpk2bAHLM121hYZGvvpOSklAqlRw/fpx//vlH/omOjs5R1BYWb29vbt68yc6dO/XaDx8+TO/evfHx8WHr1q2cPHmSiRMn5niOz47tVSgUubZlf4CIjY3F19eXOnXq8Mcff3D8+HG+//57QP/1U6lUeHl5sXXrVm7evPnC53DgwAHi4+OpVKkSxsbGGBsbc+3aNT7//PPnLpUuCIIgvB6epGWwKOIfeqxZztLYOKJiDWOtjHwXx//9738xMzMDsv4T/u6775g9ezbly5dnzJgxhR5gQezYsYOQkBC2bt3K7du3qVWrVkmHJADlBw+CZ68OKhRZ7cXg/PnzPHjwgJkzZ9K8eXPeeecdvauiz+Pq6oqJiYk8JhggMTGRixcvytseHh7odDri4+OpWrWq3o+jo+Nz+zYxMUGn0+m1Va9encjISL22yMhIvSvbAF26dGHdunUMHDiQ9evXy+2HDh3CxcWFiRMn4unpSbVq1Qrlg+vx48fJzMwkODiYxo0by8uYP8vIyIg1a9bQoEEDWrdunes+2fr06cO///6r94GiYsWKjBs3LkfRLwiCILw+ktMz6LhiGqe296VN2EKanFrCpI09+f7A0ZcfXMTyPazi+vXrVP3flb7NmzfTo0cPBg0aRLNmzWjVqlVhx1cgMTExODk50bRp05IOxSBotVqDmAHA0suLtxct5P6PS0m7fBlV1aqUHzIYy7Zti+X8lSpVwtTUlEWLFjFkyBDOnDnD9OnTX3qcpaUl/fr1Y9y4cdja2mJvb8/UqVMxMjKShwK4ubnRu3dv+vbtS3BwMB4eHty7d4/w8HDq1KlDp06dcu1brVYTHh5Os2bNUKlUlCtXjnHjxtGzZ088PDzw8vLir7/+YuPGjezO5cbFbt26sWbNGvr06YOxsTE9evSgWrVqxMXFsX79eho2bMi2bdvkK+SvomrVqmi1WhYtWkTnzp2JjIzkhx9+yHVfpVLJ2rVr+fjjj2nTpg0RERG5fkiws7PLMezExMQER0dHvWErgiAIwutl3t6tDN3yB/WuSnLb+0fimfdgPKmN91DGRFliseW7OC5btiwPHjygUqVK7Nq1i4CAAADKlClDSkpKoQeYX/7+/qxatQrI+krYxcUFtVotXz1es2YNJiYmDB06lK+//loubhYvXsy8efO4fv061tbWNG/enA0bNgBZd9PPmjWLpUuXcufOHdzc3Jg8eTI9evQAsqb/at26NVu3bmXChAlcvHiRevXq8dNPP+W4ar1582bGjRvH9evXadmyJT/99BPOzs7y4zNnzmTevHkkJyfTs2dPKlSowI4dO+ShIVFRUXz11VecPHkSrVZLvXr1mDdvHvXr15f7UCgULF68mO3btxMeHs64ceNyXb0wLS1Nb3otjUYDZBXTT0/7ld0mSRKZmZny1+wFYdGmDeatW/P48WMsLS31vrYvKtlx29nZsWLFCiZNmsTChQupX78+s2fPpmvXrvLzyo7l2ec5Z84chg4diq+vL1ZWVnIOVSqVvN/y5cuZMWMGn3/+OTdv3qR8+fK8++67+Pj4PPc5fvvtt4wdO5Zly5bx1ltvceXKFbp06cK8efOYM2cOo0aNonLlyixfvpwWLVro9ZMdY/fu3cnIyKBPnz4AdO/endGjRzN8+HDS0tLw8fFh0qRJTJs2TT5ekiS5j6dfp2dfs6d/r127NsHBwcyaNYsJEybQvHlzZsyYgb+/f66vn5GREWvXruWjjz6iTZs27NmzB3t7+3zl7HkyMzORJAmtVotSWXL/gBa37L/LZ/8+BcMg8mO4RG4Mz5NdK/UKYwDjTBiwJ54dZ6PoVLNBoZ8zr/lXSE//j5gHvXv35vz583h4ePDLL78QFxeHnZ0dW7Zs4auvvuLMmTMFCriwJCYmsnDhQpYuXUpUVBRKpZIPP/yQ48ePM2DAAIYOHcqxY8cYNGgQ8+fP59NPP+XYsWM0btyYNWvW0LRpUx4+fMiBAwcYOXIkADNmzODnn39m/vz5VKtWjf379zNkyBB27txJy5Yt5eK4evXqLFiwAEdHR/m1uHjxIiYmJoSEhDBo0CDq1q3LwoULMTU1ZdiwYRgbG8tfof/222/07duX77//nvfee481a9awcOFCXF1d5eJ4z5493Lp1C09PTyRJIjg4mK1bt3Lp0iX55iqFQoG9vT0zZ86kZcuWGBsbU6lSpRyvVWBgINOmTcvRvm7dOvnmqmzGxsY4Ojri7OyMqalpYaasVHry5Ak1atTgm2++kYtSofikp6dz/fp17ty5IxZpEQRBKIXSfgqk9qXUXB+LGNCNim7vFvo5k5OT8fPzIzExMcdN6k/Ld3H86NEjJk2axPXr1xk6dCgdOnQAshYhMDU1ZeLEia8WeSGYP38+8+fPJzY2FoBWrVoRHx/P2bNn5SvFX375JVu2bOHcuXNs3LiR/v37c+PGDb279yHr6qqtrS27d+/Wm5Vj4MCBJCcns27dOrk4Xr9+Pb169QLg4cOHvP3224SEhNCzZ09CQkLo378/R44c4d13sxJ+/vx5qlevztGjR2nUqBFNmzbFw8NDvskJoHHjxqSmpj73psLMzExsbGxYt24dvr6+QFZxPHr06Bzz2j4rtyvHzs7O3L9/P8ebJjU1levXr6NWqylTpswL+30ZSZL0rhyXBidPnuT8+fM0atSIxMREpk+fzr59+7h48WKOmSJKs9KSm9TUVGJjY3F2dn7l92NpotVqCQsLw9vb2yCGSgn6RH4Ml8iN4Tnq1wS7009yfeytH77GrFnXQj+nRqOhfPnyLy2O8z2swsbGhu+++y5He25XIA1J48aN9f6zb9KkCcHBweh0Ory9vXFxccHV1ZUOHTrQoUMHunXrhrm5OZcvXyY5ORlvb2+9/tLT0/Hw8NBre7p4trW1xd3dnejoaLnN2NiYhg0bytvvvPMONjY2REdH06hRI6KjoxkyZEiOPp9e/OHu3btMmjSJiIgI4uPj0el0JCcnExcXp3fc01ORPY9Kpcp1YQYTE5Mc/3jodDoUCkWOqb4KIvvr8uz+SgMjIyPmzp3LhQsXMDU1pUGDBhw4cCDPwwRKi9KSm+zx3rm9V98Eb+rzLi1EfgyXyI3hqNOkGjdP/5OjPb18BlY160AR5Cmvuc9Tcfzvv/9Sq1YtjIyM5OVpnyd7ha7SxNLSkhMnThAREcGuXbuYMmUKgYGBREVFyUvjbtu2jbfeekvvuJJYLrtfv348ePCABQsW4OLigkqlokmTJq88FZnwYh4eHhw/frykwxAEQRCE14LVByNI+7sH905bodBlXbw0ss6g+vsVoULJ3pCdp+K4Xr163LlzB3t7e+rVq4dCodC7eSd7W6FQ5JiWylA8vQQuwJEjR6hWrZp8M4+xsTFeXl54eXkxdepUbGxs2LNnD97e3qhUKuLi4mjZsuULz3HkyBF5bG9CQgIXL16kevXq8uMZGRkcO3ZMXkziwoULPHr0SN4ne4hF37599fp8WmRkJIsXL8bHxwfImj3k/v37BXlJBEEQBEEQSoZLUyqMmoTt9m9Ivp2BUpVJmepuGPmtKunI8lYcX716lQoVKsi/l0ZxcXEEBAQwePBgTpw4waJFiwgODgZg69atXLlyhRYtWlCuXDlCQ0PJzMzE3d0dS0tLxo4dy5gxY8jMzOS9994jMTGRyMhIrKys6Nevn3yOr7/+Gjs7OxwcHJg4cSLly5ena9eu8uMmJiaMGDGChQsXYmxszPDhw2ncuLFcLI8aNQp/f388PT1p1qwZa9eu5ezZs7i6usp9VKtWjTVr1uDp6YlGo2HcuHHyvNPFIZ9D1AWhSIj3oSAIwmugyTCU9fwwiz1M5Mlomn44AiMDGPaSp+LYxcUl199Lk759+5KSkkKjRo1QKpWMGjVKXqLXxsaGjRs3EhgYSGpqKtWqVeOXX36hZs2aAEyfPp0KFSoQFBTElStXsLGxoX79+nz11Vd655g5cyajRo3i0qVL1KtXj7/++ktvZgdzc3O++OIL/Pz8uHnzJs2bN2f58uXy47169SImJobx48eTmprKBx98wNChQ/UWQ1i+fDmDBg2ifv36ODs789///pexY8cW5UsH/P84neTk5GItxgUhN8nJyUDex48JgiAIBsrMBqmqF48upr9832KS79kqAG7dusXBgweJj4/PMRdp9vRnhqRVq1bUq1eP+fPnF0n/2bNVJCQkFPoS0YGBgWzevLlYlsDWaDRYW1s/9y7O27dv8+jRI+zt7TE3Ny/wbAaZmZkkJSVRtmxZg77p601k6LmRJInk5GTi4+OxsbHBycmppEMqVlqtltDQUHx8fMQHAwMk8mO4RG4MW3Hl52V1TrZ8z1YREhLC4MGDMTU1xc7OTq9AUigUBlkcC4Uje4WzvCy5/CKSJJGSkoKZmZlBTxf2JiotubGxsXnhstyCIAiCUFD5Lo4nT57MlClTmDBhgkFeWRKKjkKhwMnJCXt7+1daZUir1bJ//35atGghPsEbmNKQGxMTkzdqVTxBEASheOW7OE5OTuajjz4qVYVxREREkfbfqlWrIrtBKDAwMNeln0uSUql8peJEqVSSkZFBmTJlDLYAe1OJ3AiCIAhvunxXuAMGDOD3338vilgEQRAEQRAEoUTl+8pxUFAQvr6+7Nixg9q1a+e4ujR37txCC04QBEEQBEEQilOBiuOdO3fi7p61esmzN+QJgiAIgiAIr5e0q1fJuHsXlbs7xuXKlXQ4RSrfxXFwcDArVqzA39+/CMIxDJIkMXjwYDZs2EBCQgInT56kXr16JR2WIAiCIAhCsdJpNNwcO5Yn+w8AoFCpsBswgAojR7xy34kPLpKRkYaV7Tuv3FdhyndxrFKpaNasWVHEYjB27NhBSEgIERERuLq6Ur58+efu6+/vz6NHj9i8eXPxBSgIgiAIglAM7nw9XS6MAaS0NO4vXoxpFVesO3UqWJ+3opi2axiRpCApFNTVKemo6gL4FFLUrybfN+SNGjWKRYsWFUUsBiMmJgYnJyeaNm2Ko6Mjxsb5/gyRw6tMfSYIgiAIglDcdElP0Dy1Su/TEv/4o0B9Zuq0DN7xCQcVqUj/G457Sqnjx7Q/SHp8q8CxFqZ8F8d///03q1atwtXVlc6dO9O9e3e9n9LO39+fESNGEBcXh0KhQK1Ws2HDBmrXro2ZmRl2dnZ4eXnx5MkTAgMDWbVqFX/++ScKhQKFQkFERASxsbEoFAp+/fVXWrZsSZkyZVi7di0AK1asoGbNmqhUKpycnBg+fLh87rlz51K7dm0sLCxwdnZm2LBhJCUlyY9fu3aNzp07U65cOSwsLKhZsyahoaHy42fOnKFjx46ULVsWBwcH+vTpw/3794vvxRMEQRAE4bUhpSTDcy7u6RI1Berz8PEfuJLLbLAJSiO2Hf62QH0WtnxfErWxsXktiuDnWbBgAVWqVGHp0qVERUWh1WpxdXVl9uzZdOvWjcePH3PgwAEkSWLs2LFER0ej0WhYuXIlALa2tty6lfXJ58svvyQ4OBgPDw/KlCnDkiVLCAgIYObMmXTs2JHExEQiIyPlcxsZGbFw4UIqV67MlStXGDZsGOPHj2fx4sUAfPbZZ6Snp7N//34sLCw4d+4cZcuWBeDRo0e0adOGgQMHMm/ePFJSUvjiiy/o2bMne/bsyfW5pqWlkZaWJm9rNFlvdK1WW6RXurP7FlfTDY/IjWET+TFsIj+GS+SmgGxsMHVzI/3ixRwPmTVtUqDX89T188997Py9uGKpP15GIRXV6hWl2Pz585k/fz6xsbGcOHGCBg0aEBsbi4uLS459cxtzHBsbS+XKlZk/fz6jRo2S29966y369+/PN998k6c4NmzYwJAhQ+Srv3Xq1OGDDz5g6tSpOfb95ptvOHDgADuf+vrjxo0bODs7c+HCBdzc3HIcExgYyLRp03K0r1u3DnNz8zzFKAiCIAjC68ssJoa3VoZg9FRhmWZvz/Uhg8m0sMh3f1G3zvCn+fpcH2uX2JwWLu0LHOvLJCcn4+fnR2JiIlZWVs/d79UH077m6tatS9u2balduzbt27enXbt29OjRg3J5mMbE09NT/j0+Pp5bt27Rtm3b5+6/e/dugoKCOH/+PBqNhoyMDFJTU0lOTsbc3JyRI0cydOhQdu3ahZeXFx988AF16tQB4NSpU+zdu1e+kvy0mJiYXIvjCRMmEBAQIG9rNBqcnZ1p167dC980r0qr1RIWFoa3t7dYhc3AiNwYNpEfwybyY7hEbl6Ntms3EjdsIOPOHcrUqYNV1/epWYDCGKDy7eZc+XMrp62S9NqrJStp3nQsPnWdCyPkXGV/Q/4yeSqO69evT3h4OOXKlcPDw+OF8xmfOHEibxGWEkqlkrCwMA4dOsSuXbtYtGgREydO5OjRo1SuXPmFx1o89cYxMzN74b6xsbH4+voydOhQZsyYga2tLQcPHmTAgAGkp6djbm7OwIEDad++Pdu2bWPXrl0EBQURHBzMiBEjSEpKonPnzsyaNStH305OTrmeU6VSoVKpcrSbmJgUyz8exXUeIf9EbgybyI9hE/kxXCI3BWPiWhnz8eMKpa86lWyxKbeQ6jfnorWOJlMhYf5Yzb3U3nSo/XaR5ievfeepOH7//fflIur9999/4xb7UCgUNGvWjGbNmjFlyhRcXFzYtGkTAQEBmJqaotPpXtqHpaUlarWa8PBwWrdunePx48ePk5mZSXBwMEZGWfdJ/vbbbzn2c3Z2ZsiQIQwZMoQJEyawbNkyRowYQf369fnjjz9Qq9WFMruGIAiCIAhCUVj4cQNCDs3gr1O3SNdJtKxdgbefXEBpZBj1ZZ6qqKfHuAYGBhZVLAbp6NGjhIeH065dO+zt7Tl69Cj37t2jevXqAKjVanbu3MmFCxews7PD2tr6uX0FBgYyZMgQ7O3t6dixI48fPyYyMpIRI0ZQtWpVtFotixYtonPnzkRGRvLDDz/oHT969Gg6duyIm5sbCQkJ7N27V47js88+Y9myZXz88ceMHz8eW1tbLl++zPr16/npp59QKnO5NVQQBEEQBKGYGSuNGNjclYHNXYGsYS+hoRdKOKr/l++p3FxdXXnw4EGO9kePHuHq6looQRkSKysr9u/fj4+PD25ubkyaNIng4GA6duwIwKeffoq7uzuenp5UqFBBb/aJZ/Xr14/58+ezePFiatasia+vL5cuXQKyxjbPnTuXWbNmUatWLdauXUtQUJDe8Tqdjs8++4zq1avToUMH3Nzc5JksKlasSGRkJDqdjnbt2lG7dm1Gjx6NjY2NfCVaEARBEARBeLF8z1ZhZGTEnTt3sLe312u/e/cuzs7OpKenF2qAQvHRaDRYW1u/9C7OV5X1CTEUHx8fMfbLwIjcGDaRH8Mm8mO4RG4MW3HlJ691Tp4Hp27ZskX+fefOnXrDB3Q6HeHh4S+9QU0QBEEQBEEQDFmei+OuXbsCWTen9evXT+8xExMT1Go1wcHBhRqcIAiCIAiCIBSnPBfHmZmZAFSuXJmoqCjKly9fZEEJgiAIgiAIQknI95xfV69eLYo4BEEQBEEQBKHEFWgag/DwcHx9falSpQpVqlTB19eX3bt3F3ZsgiAIgiAIglCs8l0cL168mA4dOmBpacmoUaMYNWoUVlZW+Pj48P333xdFjIIgCIIgCAbv5qMUVhy8ysrIq9xJTC3pcIQCyvewiv/+97/MmzeP4cOHy20jR46kWbNm/Pe//+Wzzz4r1ACLkyRJDB48mA0bNpCQkMDJkyepV69eSYdVYK1ataJevXrMnz+/pEMRBEEQhNfamiPXCNm6BbeyewAFq7d7MbRrZ3p6Opd0aEI+5fvK8aNHj+jQoUOO9nbt2pGYmFgoQZWUHTt2EBISwtatW7l9+za1atV67r7+/v7yDB6CIAiCILy5biQkczDiczRVfiDS4RKRDhdJrvI9u3d/QfxjcQW5tMl3cdylSxc2bdqUo/3PP//E19e3UIIqKTExMTg5OdG0aVMcHR0xNs73hfUctFptIUQmCIIgCIKh2nF4NzHm0Qz9U2Lttzp+nqNj4F8SVyz+YVfUoZIOT8infBfHNWrUYMaMGXTq1IlvvvmGb775Bl9fX2bMmEGtWrVYuHCh/FOa+Pv7M2LECOLi4lAoFKjVajZs2EDt2rUxMzPDzs4OLy8vnjx5QmBgIKtWreLPP/9EoVCgUCiIiIggNjYWhULBr7/+SsuWLSlTpgxr164FYMWKFdSsWROVSoWTk5PesJS4uDjef/99ypYti5WVFT179uTu3bvy44GBgdSrV481a9agVquxtrbmo48+4vHjx/I+T548oW/fvpQtWxYnJycx57QgCIIgFJN78b8y4ZdMmpyXMM4EEx28d05i3G8Sd2/9UtLhCfmU70ujy5cvp1y5cpw7d45z587J7TY2NixfvlzeVigUjBw5snCiLAYLFiygSpUqLF26lKioKLRaLa6ursyePZtu3brx+PFjDhw4gCRJjB07lujoaDQaDStXrgTA1taWW7duAfDll18SHByMh4cHZcqUYcmSJQQEBDBz5kw6duxIYmIikZGRviZN3gAAnV9JREFUQNb80dmF8b59+8jIyOCzzz6jV69eREREyPHFxMSwefNmtm7dSkJCAj179mTmzJnMmDEDgHHjxrFv3z7+/PNP7O3t+eqrrzhx4sQLx0ynpaWRlpYmb2s0GiDrandRXvHO7ltcVTc8IjeGTeTHsIn8GK6izk21uCQqJuRsr3QPUm4niffESxTX305e+xfzHP+PtbU1lpaWKJVKHB0dOXHiBBkZGXTv3h0XFxcAateuLe9vZmZGWloajo6OOfoaPXo03bt3l7e/+eYbPv/8c0aNGiW3NWzYEMiaFu/06dNcvXoVZ+esQfurV6+mZs2aREVFyftlZmYSEhKCpaUlAH369CE8PJwZM2aQlJTE8uXL+fnnn2nbti0Aq1at4u23337hcw4KCmLatGk52nft2oW5ufnLX7RXFBYWVuTnEApG5MawifwYNpEfw1VUubGJt37uYxa3LQkNDS2S875uivpvJzk5OU/7FXhQ7f379wFe25Xy6tatS9u2balduzbt27enXbt29OjRg3Llyr30WE9PT/n3+Ph4bt26JRetz4qOjsbZ2VkujCFr6IqNjQ3R0dFycaxWq+XCGMDJyYn4+Hgg66pyeno67777rvy4ra0t7u7uL4xzwoQJBAQEyNsajQZnZ2fatWuHlZXVS59nQWm1WsLCwvD29sbExKTIziPkn8iNYRP5MWwiP4arqHPzxMqK27ujcn3s3Q/7Y/ZUXSDkVFx/O9nfkL9MvorjR48eMXHiRH799VcSErK+PyhXrhwfffQR33zzDTY2NvkO1FAplUrCwsI4dOgQu3btYtGiRUycOJGjR49SuXLlFx5rYWEh/25mZlYo8Tz7ZlEoFPKS3gWlUqlQqVS5nqs4/mEvrvMI+SdyY9hEfgybyI/hKqrcWLdqxaP69Uk5cUKv3bxJY6yaNCn0872uivpvJ6995/mGvIcPH/Luu++yatUqPvjgA4KDgwkODqZ79+6EhITQpEkTuWB+XSgUCpo1a8a0adM4efIkpqam8kwdpqam6HS6l/ZhaWmJWq0mPDw818erV6/O9evXuX79utx27tw5Hj16RI0aNfIUZ5UqVTAxMeHo0aNyW0JCAhcvXszT8YIgCIIgFJxCoaDSsqXYDRqEqYsLppUrU37YMJwXLy7p0IQCyPOV46+//hpTU1NiYmJwcHDI8Vi7du34+uuvmTdvXqEHWRKOHj1KeHg47dq1w97enqNHj3Lv3j2qV68OZA1z2LlzJxcuXMDOzg5r6+ePNwoMDGTIkCHY29vTsWNHHj9+TGRkJCNGjMDLy4vatWvTu3dv5s+fT0ZGBsOGDaNly5Z6wzNepGzZsgwYMIBx48ZhZ2eHvb09EydOxMioQKuDC4IgCIKQT0YWFtgHjME+YExJhyK8ojxXT5s3b2bOnDk5CmMAR0dHZs+enev8x6WVlZUV+/fvx8fHBzc3NyZNmkRwcDAdO3YE4NNPP8Xd3R1PT08qVKggzz6Rm379+jF//nwWL15MzZo18fX15dKlS0DWp80///yTcuXK0aJFC7y8vHB1deXXX3/NV7zffvstzZs3p3Pnznh5efHee+/RoEGDgr8AgiAIgiAIbyCFJElSXnZUqVTExMQ8dwaEGzduULVqVVJTxUowpZVGo8Ha2prExMQivyEvNDQUHx8fMS7PwIjcGDaRH8Mm8mO4RG4MW3HlJ691Tp6vHJcvX57Y2NjnPn716lVsbW3zFaQgCIIgCIIgGJI8F8ft27dn4sSJpKen53gsLS2NyZMn06FDh0INThAEQRAEQRCKU75uyPP09KRatWp89tlnvPPOO0iSRHR0NIsXLyYtLY01a9YUZayCIAiCIAiCUKTyXBy//fbbHD58mGHDhjFhwgSyhyorFAq8vb357rvv9BayEARBEARBEITSJl+LgFSuXJnt27eTkJAgz7ZQtWpVMdZYEARBEARBeC0UaPnocuXK0ahRo8KORRCEQpSRmcHRy1tJSnnIu25dsTETH2IFQRAE4WUKVBwLJatVq1bUq1eP+fPnl3QogoGKjtvPyL0juUPWKo6qk/MYU7krvVtOL+HIBEEQBMGwiSXUXkNqtVoUzm+wTCmTMXtGYHY7g/67dAzbqqN+dCazrmzi7JVdJR2eIAiCIBg0ceVYEF4zJ8/9xjv/ZPDpjkz502+r0xLHzyrYWnYJNV3blWh8giAIgmDIxJXjUiojI4Phw4djbW1N+fLlmTx5MpIk0apVK65du8aYMWNQKBQoFIqSDlUoZqn3b9B3T2aOP+4GlyXs/r1XIjEJgiAIQmkhrhyXUqtWrWLAgAH8/fffHDt2jEGDBlGpUiU2btxI3bp1GTRoEJ9++ukL+0hLSyMtLU3e1mg0QNYyjlqttshiz+67KM/xJquqceFhzrV6AKgeZ/nC113kxrCJ/Bg2kR/DJXJj2IorP3ntXyFlT1gslBqtWrUiPj6es2fPyleGv/zyS7Zs2cK5c+dQq9WMHj2a0aNHv7CfwMBApk2blqN93bp1mJubF0XoQjG4f+4aTVctyfWxo3WbU86vUzFHJAiCIAglLzk5GT8/PxITE7GysnrufuLKcSnVuHFjvSETTZo0ITg4GJ1Ol+c+JkyYQEBAgLyt0WhwdnamXbt2L3zTvCqtVktYWBje3t6YmJgU2XneVAeq3ePaxo24PL6r165TGHGnZRd6+7R/7rEiN4ZN5MewifwYLpEbw1Zc+cn+hvxlRHH8BlOpVKhUqhztJiYmxfKPR3Gd503TtJoDXVsOZOT+5VTW3AHgsYkZP9TuSp+2jfL0movcGDaRH8Mm8mO4RG4MW1HnJ699i+K4lDp69Kje9pEjR6hWrRpKpRJTU9N8XUEWXi9lTJSM6teWkSpb1PfjsMhIJbqcC53fdaWVW4WSDk8QBEEQDJoojkupuLg4AgICGDx4MCdOnGDRokUEBwcDWfMc79+/n48++giVSkX58uVLOFqhuHWs7cTet635859baFK1fOluT2NXu5IOSxAEQRAMniiOS6m+ffuSkpJCo0aNUCqVjBo1ikGDBgHw9ddfM3jwYKpUqUJaWhrinss309vlzPmsddWSDkMQBEEQShVRHJdCERER8u9LluSclaBx48acOnWqGCMSBEEQBEF4PYhFQARBEARBEAThf0RxLAiCIAiCIAj/I4pjQRAEQRAEQfgfURwLgiAIgiAIwv+I4lgQBEEQBEEQ/kcUx4IgCIIgCILwP6I4LgUUCgWbN28u6TBeneYWbByM8bdqOpz+DKNdEyEtqaSjEgRBEARBkIl5jkuB27dvU65cuZIO49VoU2ClDyRcRQGoAKJ+hPvnod+WEg5OEARBEAQhi7hyXEjS09OLrG9HR0dUKlWBjy/K2PLszEZIuArA3TRjHqYrs9qv7oMbx0swMEEQBEEQhP8niuMCatWqFcOHD2f06NGUL18elUqFQqFg586deHh4YGZmRps2bYiPj2f79u1Ur14dKysr/Pz8SE5OlvvZsWMH7733HjY2NtjZ2eHr60tMTIzeuZ4dVnH69GnatGmDmZkZdnZ2DBo0iKSk/x+e4O/vT9euXZkxYwYVK1bE3d29yF+Pl7p/gejHZoTvdeLhJntub3RgxyFHbqWawL3zJR2dIAiCIAgCIIZVvJJVq1YxdOhQIiMjiYiIYMiQIQQGBvLdd99hbm5Oz5496dmzJyqVinXr1pGUlES3bt1YtGgRX3zxBQBPnjwhICCAOnXqkJSUxJQpU+jWrRv//PMPRkY5P7s8efKE9u3b06RJE6KiooiPj2fgwIEMHz6ckJAQeb/w8HCsrKwICwt7bvxpaWmkpaXJ2xqNBgCtVotWqy2kVynLtTRrksLLUTE1a9sIcIkz4uKT8lgNqIyqkM8nFEx23gs7/0LhEPkxbCI/hkvkxrAVV37y2r9CkiSpSCN5TbVq1QqNRsOJEycAiIiIoHXr1uzevZu2bdsCMHPmTCZMmEBMTAyurq4ADBkyhNjYWHbs2JFrv/fv36dChQqcPn2aWrVqAVlXjjdt2kTXrl1ZtmwZX3zxBdevX8fCwgKA0NBQOnfuzK1bt3BwcMDf358dO3YQFxeHqanpc59DYGAg06ZNy9G+bt06zM3NC/7i5OLi9p/xjTiT62Obe3WiRv3mhXo+QRAEQRCEpyUnJ+Pn50diYiJWVlbP3U9cOX4FDRo0yNFWp04d+XcHBwfMzc3lwji77e+//5a3L126xJQpUzh69Cj3798nMzMTgLi4OLk4flp0dDR169aVC2OAZs2akZmZyYULF3BwcACgdu3aLyyMASZMmEBAQIC8rdFocHZ2pl27di980xRE/NYVz33M3kSHj49PoZ5PKBitVktYWBje3t6YmJiUdDjCM0R+DJvIj+ESuTFsxZWf7G/IX0YUx6/g6QI129NJVSgUOZKsUCjkAhigc+fOuLi4sGzZMipWrEhmZia1atV65ZvocovtWSqVKtcb/UxMTAr9zWnXsAkcuJijPRNo0K6z+MfKwBTFe0AoPCI/hk3kx3CJ3Bi2os5PXvsWN+SVoAcPHnDhwgUmTZpE27ZtqV69OgkJCS88pnr16pw6dYonT57IbZGRkRgZGRnGjXfP0aV/ABddchbsJxs5U69RmxKISBAEQRAEISdRHJegcuXKYWdnx9KlS7l8+TJ79uzRG+aQm969e1OmTBn69evHmTNn2Lt3LyNGjKBPnz7ykApDZGxiitcfYfzzYTMuO5txzsWcswM78XHI9pIOTRAEQRAEQSaGVZQgIyMj1q9fz8iRI6lVqxbu7u4sXLjw/9i797gc7/8P4K+ru+6787lUlEglh4SEMBlhDnOYwzDkOKeRaJjviI2w5bSZzQ7CmJ0wcyyR0ZzJjIRI5pTzLXF3q+v3h7p/bhWV7vu+6PV8PPaY63Nd1+fzvq73Le8+9+e+boSEhBR7jrm5ObZv345x48ahUaNGMDc3xzvvvIP58+frL/AysrC0Q59PvoNarcaWLVvQoUMHyIxkhg6LiIiISIPFcRklJiZqbYeEhODZB3+EhYUhLCxMqy0qKgpRUVGa7TZt2uDUqVNaxzzdT8Gj1iwtLTVtdevWxc6dO4uN7elHuhERERFRybE4ljClUol169bByMgINWvWNHQ4RERERK89FscSNn36dKxZswZz585FlSpVDB0OERER0WuPxbGELViwAAsWLDB0GEREREQVBp9WQURERESUj8UxEREREVE+FsdERERERPm45pgIwNWsq9h0fhPu59xHU7emaOLaBIIgGDosIiIi0jMWx6+okJAQBAQEYOHChYYO5ZW3Mz0eE3ZPhPu1XFg8ErHG7Qe0cG+OmHZfwUjgmytEREQVCYtjqtDUuWos2jARs9bnoNr1J20PFMDK1nuw1WM9OtZ6x7ABEhERkV5xWuwVFBYWht27d2PRokUQBAGCICA9PR3//vsv3nrrLVhaWqJSpUro378/bt68aehwJe3vM3EY/lRhDAAWKuD9LXk4sOkrwwVGREREBsGZ41fQokWLcObMGdSpUwczZ84EAJiYmCAoKAhDhw7FggUL8PDhQ0yaNAm9evUq9qumVSqV5uupgSffyAcAarUaarVaZ/EX9K3LMUoq6+8DqH69cLsRgNpHb0siRn2SUm6oMOZH2pgf6WJupE1f+Slp/4IoiqJOIyGdeHbN8aeffoo9e/Zg+/btmmP+++8/uLu7IzU1FT4+PoX6iIqKwowZMwq1r1mzBubm5jqLXVKOH4XPml+K3HWlhi2yhk3Wc0BERESkC9nZ2ejbty/u3bsHa2vrYo/jzPFr4vjx49i1axcsLS0L7UtLSyuyOJ4yZQoiIiI020qlEu7u7mjbtu1zXzQvS61WIz4+HqGhoTAxMdHZOCWR16oVzvz2G4xz8grtq9p9CKp26GCAqAxHSrmhwpgfaWN+pIu5kTZ95afgHfIXYXH8msjKykLnzp0xd+7cQvtcXV2LPEehUEChUBRqNzEx0csPD32N84Ig4DhlGu7MjILw1HsouXVqo2b/gRAMHZ+BSCI3VCzmR9qYH+libqRN1/kpad8sjl9Rcrkcubm5mu0GDRrg999/h6enJ4yNmdbScO3TG3YB/rjx6+/IuXsPjq1awrp9uwpbGBMREVVkfFrFK8rT0xMHDhxAeno6bt68idGjR+P27dvo06cPDh06hLS0NGzfvh2DBg3SKqKpaKZ+fnCf9j94zf8MNp07sTAmIiKqoFgcv6ImTpwImUyGWrVqwcnJCTk5OUhKSkJubi7atm2LunXrIjw8HLa2tjAyYpqJiIiISoLvv7+ifHx8sG/fvkLt69atM0A0RERERK8HTikSEREREeVjcUxERERElI/FMRERERFRPhbHRERERET5WBwTEREREeVjcUxERERElI/FsY6FhIQgPDy82P3Xrl1DaGgoLCwsYGtrq7e4iIiIiPQpOTMZm89vRvq9dEOH8lx8zrGBLViwAFevXkVycjJsbGzKpc+QkBAEBARg4cKF5dIfERERUVndeXQH/1s9FNV3pcD5LhDrKiCvSztM7/AZZEYyQ4dXCItjA0tLS0PDhg3h7e1t6FCIiIiIyt2X34zG8G9PQf74yXbgORE3k7fiR1NPDGwz1rDBFYHLKvQgLy8PH374Iezt7eHi4oKoqCgAgKenJ37//XesXLkSgiAgLCwMADB//nzUrVsXFhYWcHd3x6hRo5CVlaXVZ1JSEkJCQmBubg47Ozu0a9cOd+7cQVhYGHbv3o1FixZBEAQIgoD09HT9XjARERERAFWuCg3WHdMUxgUc7wPqH5YbJqgX4MyxHqxYsQIRERE4cOAA9u3bh7CwMDRr1gyHDh3CgAEDYG1tjUWLFsHMzAwAYGRkhMWLF6NatWo4f/48Ro0ahQ8//BBfffUVACA5ORmtW7fG4MGDsWjRIhgbG2PXrl3Izc3FokWLcObMGdSpUwczZ84EADg5ORUZl0qlgkql0mwrlUoAgFqthlqt1tn9KOhbl2NQ2TA30sb8SBvzI13MjeHcvHIR1a8Xva9G+iOtmkPX+Slp/4IoiqJOI6ngQkJCkJubiz179mjagoKC8Oabb2LOnDno2rUrbG1tERsbW2wfv/32G0aMGIGbN28CAPr27YuMjAzs3bu32DFLsuY4KioKM2bMKNS+Zs0amJubv/jiiIiIiJ5DfJiFarM+gVwtFNp3wxW4Ez5Hb7FkZ2ejb9++uHfvHqytrYs9jjPHeuDv76+17erqiszMzGKP37FjB6Kjo3H69GkolUo8fvwYjx49QnZ2NszNzZGcnIyePXu+dFxTpkxBRESEZlupVMLd3R1t27Z97ovmZanVasTHxyM0NBQmJiY6G4dKj7mRNuZH2pgf6WJuDCv5l88hP/WoULt5YG007dBBb/kpeIf8RVgc68GziRYEAXl5eUUem56ejk6dOmHkyJGYNWsW7O3tsXfvXgwZMgQ5OTkwNzfXLL94WQqFAgqFosh49fHDQ1/jUOkxN9LG/Egb8yNdzI1h+M77Dtc/eBfqdBkEUUCesQh5XQUazPgORk/lQ9f5KWnf/ECexBw5cgR5eXmIiYlBkyZN4OPjgytXrmgd4+/vj4SEhGL7kMvlyM3N1XWoRERERC9kXaMhvNcfhs0nAyEf0gSVvpwM7x8Pw8jc1tChFYkzxxJTo0YNqNVqfPHFF+jcuTOSkpLw9ddfax0zZcoU1K1bF6NGjcKIESMgl8uxa9cu9OzZE46OjvD09MSBAweQnp4OS0tL2Nvbw8iIvwcRERGRgZjaoHKPKYaOokRYMUlMvXr1MH/+fMydOxd16tTB6tWrER0drXWMj48P4uLicPz4cQQFBaFp06b4448/YGz85HediRMnQiaToVatWnByckJGRoYhLoWIiIjolcOZYx1LTEws1LZhw4Yi/1xg/PjxGD9+vFZb//79tbZbtmyJpKSkIsf08fHBvn37Sh0rERERUUXHmWMiIiIionwsjomIiIiI8rE4JiIiIiLKx+KYiIiIiCgfi2MiIiIionwsjomIiIiI8rE4NrCkpCTUrVsXJiYm6Nq1a5n6SE9PhyAISE5OLtfY6OXlqVRQxsXh7oYNeHzjhqHDISIiohfgc471KCQkBAEBAVi4cKGmLSIiAgEBAdi6dSssLS1f2EdYWBju3r1b5PORSVqyjx7Ff2M+QO7t208aTExQaeIE2A8caNjAiIiIqFicOTawtLQ0vPnmm6hSpQpsbW0NHQ6VE1GtxuVx4f9fGAOAWo3r0XPw6NQpwwVGREREz8XiWE/CwsKwe/duLFq0CIIgaP67desWBg8eDEEQEBsbCwA4efIkOnXqBGtra1hZWaFFixZIS0tDVFQUVqxYgT/++ENz/tPfwHf+/Hm0atUK5ubmqFevHr8lz4AeHDxY7DKKe5s36zkaIiIiKikuq9CTRYsW4cyZM6hTpw5mzpyJ3NxcAECtWrUwc+ZM9O7dGzY2Nrh8+TLeeOMNhISEYOfOnbC2tkZSUhIeP36MiRMnIiUlBUqlEsuXLwcA2Nvb48qVKwCAqVOn4vPPP4e3tzemTp2KPn364Ny5czA2LjrNKpUKKpVKs61UKgEAarUaarVaZ/eioG9djmFo6ocPi913684N2Ev02itCbl5lzI+0MT/SxdxIm77yU9L+WRzriY2NDeRyOczNzeHi4qJpFwQBNjY2mrYlS5bAxsYGa9euhYmJCQDAx8dHc7yZmRlUKpVWHwUmTpyIjh07AgBmzJiB2rVr49y5c6hZs2aRMUVHR2PGjBmF2uPi4mBubl72iy2h+Ph4nY9hKKdv/YM2CsBcVXjfb0YnUG/LFv0HVQqvc25eB8yPtDE/0sXcSJuu85OdnV2i41gcS0xycjJatGihKYxLw9/fX/NnV1dXAEBmZmaxxfGUKVMQERGh2VYqlXB3d0fbtm1hbW1d6vFLSq1WIz4+HqGhoWW6zlfB9c2H8fVbRhi7MQ/Gef/fvr2BgEyPR+jQoYPhgnuOipCbVxnzI23Mj3QxN9Kmr/wUvEP+IiyOJcbMzKzM5z79ghIEAQCQl5dX3OFQKBRQKBRF9qOPHx76GscQgis3xNc11+MDNxmanxJhmiPiSA0jnKssYCwqS/66X+fcvA6YH2ljfqSLuZE2XeenpH3zA3l6JJfLNWuNi+Pv7489e/YUuy6mJH2Q4dUJ7IJ+SgG3bAT80dQIP7eU4VxlAY0fqtCj9UeGDo+IiIiKweJYjzw9PXHgwAGkp6fj5s2bRc7qjhkzBkqlEu+++y4OHz6Ms2fPYtWqVUhNTdX08c8//yA1NRU3b97khwukShAwpvfvmHPHBB2zHqDVg2xMuvUIM+p/ArsqtQwdHRERERWDyyr0aOLEiRg4cCBq1aqFhw8f4sKFC4WOcXBwwM6dOxEZGYmWLVtCJpMhICAAzZo1AwAMGzYMiYmJCAwMRFZWFnbt2gVPT089XwmVhKKSDzqGH0XHa/8COQ8At/qAsdzQYREREdFzsDjWIx8fn0LPHr57926h4/z9/bF9+/Yi+3ByckJcXFyhdlEUtbZtbW0LtZGBuNQxdARERERUQlxWQURERESUj8UxEREREVE+FsdERERERPlYHBMRERER5WNxTERERESUj8UxEREREVE+PsqNXgn3L15C8udfAqf+Ra5TJXgNHwz3N5sbOiwiIiJ6zXDmWM8SExMhCEKRzzd+GbGxsbC1tS3XPqXiVlo6TnXtAsf4jXC8fB6VkvdBOWoYjsX+YujQiIiI6DXD4vgV5OnpiYULFxo6DL3ZMysK1g8farUZAXjwVTTEIr6Cm4iIiKisWByT5FmdO1pku4PyES6fv6jnaIiIiOh1xjXHOqBSqRAZGYm1a9dCqVQiMDAQCxYsQKNGjTTHHDlyBJMmTcKpU6cQEBCA5cuXw9fXV7P/zz//xMyZM3HixAlYWlqiRYsWWL9+PUJCQnDx4kWMHz8e48ePB6D91dHbt29HeHg4Ll26hObNm2P58uVwdXUtNk6VSqXZViqVAAC1Wg21Wl2u9+RpBX2XdIw7Vo/hllm4/aEckOXdhFpdpTzDq9BKmxvSL+ZH2pgf6WJupE1f+Slp/4L4dGVF5WLcuHH47bff8N1336Fq1aqYN28eNm7ciHPnzuGff/5Bq1at0LhxY8ydOxdOTk4YMWIEcnNzkZSUBADYvHkzunTpgqlTp+Ldd99FTk4OtmzZgilTpuD27duoV68ehg8fjmHDhgEAXFxcEBsbi+HDh6Nly5aIjo6GkZER3nvvPdSvXx+rV68uMs6oqCjMmDGjUPuaNWtgbm6uuxtUSmf3fYy3NqgLvc2R0BCo2m0q8kysDBIXERERvTqys7PRt29f3Lt3D9bW1sUex+K4nD148AB2dnaIjY1F3759ATz5TcXT0xPh4eFo1KgRWrVqhR07dqB169YAgC1btqBjx454+PAhTE1NERwcjOrVq+PHH38scoyCvsLDwzVtsbGxGDRoEM6dOwcvLy8AwFdffYWZM2fi2rVrRfZT1Myxu7s7bt68+dwXzctSq9WIj49HaGgoTExMXnj8hb8/x9KNq9B9jwhHJfDIBEioJ8DlzUro3T9OZ3FWRKXNDekX8yNtzI90MTfSpq/8KJVKODo6vrA45rKKcpaWlga1Wo1mzZpp2kxMTBAUFISUlBTN0gp/f3/N/oJlD5mZmfDw8EBycrJmVrg0zM3NNYVxQb+ZmUWsR8inUCigUCgKtZuYmOjlh0dJx/Fp8SFGXP8Hy6odRPpjOSyNc/GusSXeemcVwB9yOqGv1wCVDfMjbcyPdDE30qbr/JS0bxbHBvJ0ggRBAADk5T95wczM7KX7LOj3tXhjwEgG314/Iebav8Dlw4B1FcDrTcCInyclIiKi8sXqopx5eXlBLpdr1g8DT94uOHToEGrVqlWiPvz9/ZGQkFDsfrlcjtzc3JeO9ZXjUgdoGAZ4t2FhTERERDrBCqOcWVhYYOTIkYiMjMS2bdtw6tQpDBs2DNnZ2RgyZEiJ+pg+fTp++uknTJ8+HSkpKThx4gTmzp2r2e/p6Ym//voLly9fxs2bN3V1KUREREQVDotjHZgzZw7eeecd9O/fHw0aNMC5c+ewfft22NnZlej8kJAQ/Prrr9i4cSMCAgLw5ptv4uDBg5r9M2fORHp6Ory8vODk5KSryyAiIiKqcLjmWAdMTU2xePFiLF68uNC+kJCQQuuAAwICCrV1794d3bt3L7L/Jk2a4Pjx41ptYWFhCAsL02rr2rXr67HmmIiIiEhPOHNMRERERJSPxTERERERUT4Wx0RERERE+VgcExERERHlY3FMRERERJSPxTERERERUT4WxyQJuSd34tbYNrjSrQ5uh4ci9/RuQ4dEREREFRCLYzK4nKTfcP69EciMu4x7Kbm4vu0/nO87DDn7/zB0aERERFTBsDgmg8ucF43HD2VabY+zZbjx2SwDRUREREQVFb8h7zXy4MEDjBw5EuvWrYOVlRUmTpyIP//8EwEBAVi4cGGh41UqFVQqlWZbqVQCANRqNdRqtc7iLOi74P930x5ABqHQcXfOKeGswziosGdzQ9LC/Egb8yNdzI206Ss/Je2fxfFrJDIyErt378Yff/wBZ2dnfPTRRzh69CgCAgKKPD46OhozZswo1B4XFwdzc3MdRwvEx8cDAFwUAqwfF96vVAjYsmWLzuOgwgpyQ9LE/Egb8yNdzI206To/2dnZJTpOEEVR1GkkpBdZWVlwcHDAjz/+iJ49ewIAbt++jSpVqmD48OElnjl2d3fHzZs3YW1trbNY1Wo14uPjERoaChMTE3w+LABd9+cVOm5dsAwffnNMZ3FQYc/mhqSF+ZE25ke6mBtp01d+lEolHB0dce/evefWOZw5fk2kpaUhJycHjRs31rTZ29vD19e32HMUCgUUCkWhdhMTE7388CgY5+fAaqh09zwanxZhBCAPwN+1BPza0BtT+UPMIPT1GqCyYX6kjfmRLuZG2nSdn5L2zeKYDM7Hqjfmd42B653HqHxLxH+OAq7ZGCPApJehQyMiIqIKhk+reE14eXnBxMQEBw4c0LTduXMHZ86cMWBUJTP7ra4wvj4al4zr4KBHJfwn84f8xhjMbNfZ0KERERFRBcOZ49eEpaUlhgwZgsjISDg4OMDZ2RlTp06FkZH0f/+p4WyFuJH9seZgS5zLzIKPlxX6BHnAyarwkg8iIiIiXWJx/Br57LPPkJWVhc6dO8PKygoTJkzAvXv3DB1WiThbmyK8jY+hwyAiIqIKTvrTilRilpaWWLVqFR48eIBr164hMjLS0CERERERvVJYHBMRERER5WNxTERERESUj2uOX3OJiYmGDoGIiIjolcGZYyIiIiKifCyOiYiIiIjysTgmIiIiIsrH4ljPQkJCEB4ebugwqII7fWg9fh3cGH+8VRu/9g/E8V0/GDokIiIiSeAH8ogqmH93LsfDiHmo8yi/4cIDPEr+DAemXUWDrh8aNDYiIiJD48zxKy43Nxd5eXmGDoNeIee/XAjLR9ptpmrg1rdrDBMQERGRhLA4NoDHjx9jzJgxsLGxgaOjIz7++GOIoggAuHPnDgYMGAA7OzuYm5vjrbfewtmzZzXnxsbGwtbWFhs3bkStWrWgUCiQkZEBlUqFiRMnonLlyrCwsEDjxo35GDcqkvPFnCLbq2bkIS83V8/REBERSQuXVRjAihUrMGTIEBw8eBCHDx/G8OHD4eHhgWHDhiEsLAxnz57Fxo0bYW1tjUmTJqFDhw44deoUTExMAADZ2dmYO3cuvvvuOzg4OMDZ2RljxozBqVOnsHbtWri5uWH9+vVo3749Tpw4AW9v7yLjUKlUUKlUmm2lUgkAUKvVUKvVOrv+gr51OQYVL9sMsHlQuD3LHMjNfxeCuZEm/t2RNuZHupgbadNXfkravyAWTFmSXoSEhCAzMxMnT56EIAgAgMmTJ2Pjxo34448/4OPjg6SkJAQHBwMAbt26BXd3d6xYsQI9e/ZEbGwsBg0ahOTkZNSrVw8AkJGRgerVqyMjIwNubm6asdq0aYOgoCDMnj27yFiioqIwY8aMQu1r1qyBubl5eV86ScTFDV8idN9/hdqT6tvBsfck5L8siYiIXivZ2dno27cv7t27B2tr62KP48yxATRp0kRTGANA06ZNERMTg1OnTsHY2BiNGzfW7HNwcICvry9SUlI0bXK5HP7+/prtEydOIDc3Fz4+PlrjqFQqODg4FBvHlClTEBERodlWKpVwd3dH27Ztn/uieVlqtRrx8fEIDQ3VzIaT/gy6UQnWD8ej3sm7MFUDahlwsqY5NgR+gl/aNmVuJIx/d6SN+ZEu5kba9JWfgnfIX4TF8SvIzMxMq7jOysqCTCbDkSNHIJPJtI61tLQsth+FQgGFQlGo3cTERC8/PPQ1Dmkb29oH/S58DKvKt1FXlYJUeQ1cVzjj6/a1NflgbqSN+ZE25ke6mBtp03V+Sto3i2MDOHDggNb2/v374e3tjVq1auHx48c4cOCA1rKK1NRU1KpVq9j+6tevj9zcXGRmZqJFixY6jZ1efUHV7PHTsCb4KjENKVdd4eVkgblveKGljxPX4xERUYXH4tgAMjIyEBERgffffx9Hjx7FF198gZiYGHh7e6NLly4YNmwYvvnmG1hZWWHy5MmoXLkyunTpUmx/Pj4+6NevHwYMGICYmBjUr18fN27cQEJCAvz9/dGxY0c9Xh29CgI97fFDmL2hwyAiIpIcFscGMGDAADx8+BBBQUGQyWQYN24chg8fDgBYvnw5xo0bh06dOiEnJwdvvPEGtmzZ8sK3ApYvX45PP/0UEyZMwOXLl+Ho6IgmTZqgU6dO+rgkIiIiotcCi2M9e/rZw0uXLi20387ODitXriz2/LCwMISFhRVqNzExwYwZM4p8+gQRERERlQy/BISIiIiIKB+LYyIiIiKifCyOiYiIiIjysTgmIiIiIsrH4piIiIiIKB+fVkFEVEHkpKfj3saNyHvwABZvvAGL4GCtb9skIiLOHBciiiKGDx8Oe3t7CIKA5OTkMvcVGxsLW1vbcouttKKiohAQEGCw8YlIOu79uQlpnTrj5ldLcXvFSlwaMhRXPpwEURQNHRoRkaSwOH7Gtm3bEBsbi02bNuHq1auoU6eOoUMqs4kTJyIhIcHQYRCRgeVlZ+PazJnA48da7co//8SDv/4yUFRERNLE4vgZaWlpcHV1RXBwMFxcXGBsrN+VJzk5OeXWl6WlJRwcHMqtPyJ6NWUfOYK8+/eL3KfkL9BERFpYHD8lLCwMH3zwATIyMiAIAtzc3ODm5oa8vDyt47p06YLBgwcDAI4fP45WrVrBysoK1tbWaNiwIQ4fPqx1/IYNG+Dt7Q1TU1O0a9cOly5d0uwrWPrw3XffoVq1ajA1NQUACIKA7777Dt26dYO5uTm8vb2xceNGzXmJiYkQBAEJCQkIDAyEubk5goODkZqaWqhvIqrYHgnqYvedu5Na7D4iooqIH8h7yqJFi+Dl5YVly5bh0KFDkMlkqFKlCnbt2oXWrVsDAG7fvo1t27Zhy5YtAIB+/fqhfv36WLp0KWQyGZKTk2FiYqLpMzs7G7NmzcLKlSshl8sxatQovPvuu0hKStIcc+7cOfz+++9Yt24dZDKZpn3GjBmYN28ePvvsM3zxxRfo168fLl68CHt7e80xU6dORUxMDJycnDBixAgMHjxYq+/nUalUUKlUmm2lUgkAUKvVUKuL/8f0ZRX0rcsxqGyYG2kra37iHxyCqy1Q6a52ex6Ana5X0JT5Lhf8+yNdzI206Ss/Je2fxfFTbGxsYGVlBZlMBhcXFwDAW2+9hTVr1miK499++w2Ojo5o1aoVACAjIwORkZGoWbMmAMDb21urT7VajS+//BKNGzcGAKxYsQJ+fn44ePAggoKCADxZSrFy5Uo4OTlpnRsWFoY+ffoAAGbPno3Fixfj4MGDaN++veaYWbNmoWXLlgCAyZMno2PHjnj06JFmBvp5oqOjMWPGjELtcXFxMDc3f+H5Lys+Pl7nY1DZMDfSVtr8XLp2Hau7y/Dhb7lwevI7MFTGwKo3jZBjbaT5ZZ/KB//+SBdzI226zk92dnaJjmNx/AL9+vXDsGHD8NVXX0GhUGD16tV49913YWT0ZEVKREQEhg4dilWrVqFNmzbo2bMnvLy8NOcbGxujUaNGmu2aNWvC1tYWKSkpmuK4atWqhQpjAPD399f82cLCAtbW1sjMzCz2GFdXVwBAZmYmPDw8XnhtU6ZMQUREhGZbqVTC3d0dbdu2hbW19QvPLyu1Wo34+HiEhoZqzbKT4TE30lbW/AQrW+CvddvwwUgZal8UYa4C/q0q4JEpMNWpDzq07aDDqCsO/v2RLuZG2vSVn4J3yF+ExfELdO7cGaIoYvPmzWjUqBH27NmDBQsWaPZHRUWhb9++2Lx5M7Zu3Yrp06dj7dq16NatW4nHsLCwKLL92ReIIAiF1j8/fUzB80qfPaY4CoUCCoWiyHH18cNDX+NQ6TE30lba/Dg52KOX3Qisu/0VTlR7cp5Nbi563PdGt/7DYSzjx0/KE//+SBdzI226zk9J+2Zx/AKmpqbo3r07Vq9ejXPnzsHX1xcNGjTQOsbHxwc+Pj4YP348+vTpg+XLl2uK48ePH+Pw4cOaWeLU1FTcvXsXfn5+er8WIqq4BvQYC79THbBvzxLkPL4HX9+eaBfSjoUxEdEzWByXQL9+/dCpUyecPHkS7733nqb94cOHiIyMRI8ePVCtWjX8999/OHToEN555x3NMSYmJvjggw+wePFiGBsbY8yYMWjSpImmWCYi0pdGtWqgUa0FLz6QiKgCY3FcAm+++Sbs7e2RmpqKvn37atplMhlu3bqFAQMG4Pr163B0dET37t21PuRmbm6OSZMmoW/fvrh8+TJatGiB77//3hCXQUREREQvIIj87lDKp1QqYWNjg3v37un8A3lbtmxBhw4duPZLYpgbaWN+pI35kS7mRtr0lZ+S1jlcbEZERERElI/FMRERERFRPhbHRERERET5WBwTEREREeVjcUxERERElI/FMRERERFRPhbHOpCYmAhBEHD37l2DxbBs2TK4u7vDyMgICxcuNFgcRERERK8SFselFBISgvDwcEOHoSEIAjZs2KDVplQqMWbMGEyaNAmXL1/G8OHDDRMcSYv6IXAuAbiwB8jLNXQ0REREksRvyHsNZWRkQK1Wo2PHjnB1dTV0OCQBj/9eg6vR06HMMAJkgH0NI1T69FsY+TQ3dGhERESSwpnjUggLC8Pu3buxaNEiCIIAQRCQnp6OLVu2wMfHB2ZmZmjVqhXS09O1zouNjYWtrS02bdoEX19fmJubo0ePHsjOzsaKFSvg6ekJOzs7jB07Frm5/z+j5+npiU8++QR9+vSBhYUFKleujCVLlmjtB4Bu3bpBEAR4enoiNjYWdevWBQBUr15dEyNVXHk3LuDU+ChknTWGkcoIRtlGuPsPcGrkEED9yNDhERERSQpnjkth0aJFOHPmDOrUqYOZM2cCAFQqFbp3747Ro0dj+PDhOHz4MCZMmFDo3OzsbCxevBhr167F/fv30b17d3Tr1g22trbYsmULzp8/j3feeQfNmjVD7969Ned99tln+OijjzBjxgxs374d48aNg4+PD0JDQ3Ho0CE4Oztj+fLlaN++PWQyGSwtLeHu7o42bdrg4MGDcHd3h5OTU5HXo1KpoFKpNNtKpRLAk69xVKvV5XnrtBT0rcsx6P+lfRMFk3uyQu2yy0bIXL8Edt3GatqYG2ljfqSN+ZEu5kba9JWfkvbP4rgUbGxsIJfLYW5uDhcXFwDARx99BC8vL8TExAAAfH19ceLECcydO1frXLVajaVLl8LLywsA0KNHD6xatQrXr1+HpaUlatWqhVatWmHXrl1axXGzZs0wefJkAICPjw+SkpKwYMEChIaGaopeW1tbTTwA4ODgAABwcnLSan9WdHQ0ZsyYUag9Li4O5ubmpb4/pRUfH6/zMQh4dOo0/IvZF797BywVNQq3MzeSxvxIG/MjXcyNtOk6P9nZ2SU6jsXxS0pJSUHjxo212po2bVroOHNzc01hDACVKlWCp6cnLC0ttdoyMzOf21fTpk3L7ekTU6ZMQUREhGZbqVTC3d0dbdu2hbW1dbmMURS1Wo34+HiEhobCxMREZ+PQE1/+HQv/o8oi992qVQ+9OnTQbDM30sb8SBvzI13MjbTpKz8F75C/CItjPXk22YIgFNmWl5ent5gUCgUUCkWhdhMTE7388NDXOBVdlV4f4Mpfo+F2R7v9pIeA0J5jiswBcyNtzI+0MT/SxdxIm67zU9K++YG8UpLL5VofmvPz88PBgwe1jtm/f3+5jfdsX/v374efn59m28TERCseomf1bPgmvh/0BhLrCshWAEozYHOggN1D34OfcxVDh0dERCQpnDkuJU9PTxw4cADp6emwtLTEiBEjEBMTg8jISAwdOhRHjhxBbGxsuY2XlJSEefPmoWvXroiPj8evv/6KzZs3a8WTkJCAZs2aQaFQwM7OrtzGptfHmuHf4LsG2zDj7HYYG5mgf51umFi78PIfIiKiio4zx6U0ceJEyGQy1KpVC05OTsjLy8Pvv/+ODRs2oF69evj6668xe/bschtvwoQJOHz4MOrXr49PP/0U8+fPR7t27TT7Y2JiEB8fD3d3d9SvX7/cxqXXz9DA9tjYZwHW9Z6HbiyMiYiIisSZ41Ly8fHBvn37tNo8PT3RqVMnrbZBgwZp/hwWFoawsDCt/VFRUYiKitJqK2rG2draGr/88kux8XTu3BmdO3fWagsICIAois+5CiIiIiIqCmeOiYiIiIjysTgmIiIiIsrHZRUSxq99JiIiItIvzhwTEREREeVjcUxERERElI/FMRHpxSXlJez5bw+uZl01dChERETFYnFcThITEyEIAu7evVvsMVFRUQgICNBbTERSoMpV4YMd49FhfUeMShiFdr+3x4e7p+Jx3mNDh0ZERFQIi+MyCgkJQXh4uKHDIJK8T/YuQOLlHQCePHtbRB62pm/EwkPLDBsYERFREfi0CiLSqc0X/kBwSh667suD220gwwn4vZkRfhXWY2LjUYYOj4iISAtnjssgLCwMu3fvxqJFiyAIAgRB0Dx27ciRIwgMDIS5uTmCg4ORmppabD9paWmoXr06xowZo/lGu6SkJISEhMDc3Bx2dnZo164d7ty5AwDYtm0bmjdvDltbWzg4OKBTp05IS0vT9JeTk4MxY8bA1dUVpqamqFq1KqKjo3V3I4hKoPHJLIT/kQfPTED+GKhxFYj8LQ++qXcMHRoREVEhnDkug0WLFuHMmTOoU6cOZs6cCQA4efIkAGDq1KmIiYmBk5MTRowYgcGDByMpKalQH//88w/atWuHIUOG4NNPPwUAJCcno3Xr1hg8eDAWLVoEY2Nj7Nq1C7m5uQCABw8eICIiAv7+/sjKysK0adPQrVs3JCcnw8jICIsXL8bGjRvxyy+/wMPDA5cuXcKlS5eKvQ6VSgWVSqXZViqVAAC1Wg21Wl0+N6sIBX3rcgwqG13kpsffQqE2IwA994l8DZQS/+5IG/MjXcyNtOkrPyXtXxALpiypVEJCQhAQEICFCxcCePKBvFatWmHHjh1o3bo1AGDLli3o2LEjHj58CFNTU0RFRWHDhg346quv0KlTJ0ydOhUTJkzQ9Nm3b19kZGRg7969JYrh5s2bcHJywokTJ1CnTh2MHTsWJ0+exI4dOyAIhQuSZ0VFRWHGjBmF2tesWQNzc/MSxUD0It6TJ0Mo4qdMnkLAuZl8Z4OIiPQjOzsbffv2xb1792BtbV3scZw5Lmf+/v6aP7u6ugIAMjMz4eHhAQDIyMhAaGgoZs2aVegDfcnJyejZs2exfZ89exbTpk3DgQMHcPPmTeTl5Wn6rFOnDsLCwhAaGgpfX1+0b98enTp1Qtu2bYvtb8qUKYiIiNBsK5VKuLu7o23bts990bwstVqN+Ph4hIaGwsTERGfjUOnpIjeXoidAdbdwXxZ2uejQoUO5jFFR8O+OtDE/0sXcSJu+8lPwDvmLsDguZ08ntWD2tqCIBQAnJye4ubnhp59+wuDBg7WKUDMzs+f23blzZ1StWhXffvst3NzckJeXhzp16iAnJwcA0KBBA1y4cAFbt27Fjh070KtXL7Rp0wa//fZbkf0pFAooFIoir0EfPzz0NQ6VXnnmxjHIDJfjnnlsmyDCMdiO+S8j/t2RNuZHupgbadN1fkraNz+QV0ZyuVyzFrg0zMzMsGnTJpiamqJdu3a4f/++Zp+/vz8SEhKKPO/WrVtITU3F//73P7Ru3Rp+fn6aD+o9zdraGr1798a3336Ln3/+Gb///jtu375d6jiJyot1vw9QufltmNrnwMgkD2aOKri/cRuW70a8+GQiIiI948xxGXl6euLAgQNIT0+HpaWl1uzwi1hYWGDz5s1466238NZbb2Hbtm2wtLTElClTULduXYwaNQojRoyAXC7Hrl270LNnT9jb28PBwQHLli2Dq6srMjIyMHnyZK1+58+fD1dXV9SvXx9GRkb49ddf4eLiAltb23K+eqJSaDwc1o8fwfrvxcCDa4CVG/DGR4B/L0NHRkREVAhnjsto4sSJkMlkqFWrFpycnJCRkVGq8y0tLbF161aIooiOHTviwYMH8PHxQVxcHI4fP46goCA0bdoUf/zxB4yNjWFkZIS1a9fiyJEjqFOnDsaPH4/PPvtMq08rKyvMmzcPgYGBaNSoEdLT07FlyxYYGTHNZGDNxgIRp4HINGD8v0CjoYaOiIiIqEicOS4jHx8f7Nu3T6stLCxMazsgIABPPwwkKioKUVFRmm1LS8tCj3lr2bJlkY9+A4A2bdrg1KlTWm1P9z9s2DAMGzasNJdBpD8yY8DC0dBREBERPRenFImIiIiI8rE4JiIiIiLKx+KYiIiIiCgfi2MiIiIionwsjomIiIiI8rE4Jr1TPc7D45I/FpqIiIhIbyp0cZyYmAhBEHD37l1Dh/JcISEhCA8PN3QYL+2/9PM4+F5rXGlVF3XnReLI0E64fuWKocMiIiIi0qhQxfHrUmS+SHp6OgRBQHJysqFD0XikUuH+wM6wOnwFuXdlyL0jg82BDNzq3w65eeKLOyAiIiLSgwpVHJPhnFw6F7heeC2FcPkxTqz4wgARERERERVWYYrjsLAw7N69G4sWLYIgCBAEAenp6QCAI0eOIDAwEObm5ggODkZqaioA4N69e5DJZDh8+DAAIC8vD/b29mjSpImm3x9//BHu7u6a7f/++w99+vSBvb09LCwsEBgYiAMHDgB48g15AQEBWLVqFTw9PWFjY4N3330X9+/f15z/4MEDDBgwAJaWlnB1dUVMTEyhaxEEARs2bNBqs7W1RWxsLACgWrVqAID69etDEASEhIS81L0rF6eSi92Vm3xQf3EQERERPUeF+froRYsW4cyZM6hTpw5mzpwJADh58iQAYOrUqYiJiYGTkxNGjBiBwYMHIykpCTY2NggICEBiYiICAwNx4sQJCIKAY8eOISsrC5aWlti9ezdatmwJAMjKykLLli1RuXJlbNy4ES4uLjh69Cjy8v5/xjQtLQ0bNmzApk2bcOfOHfTq1Qtz5szBrFmzAACRkZHYvXs3/vjjDzg7O+Ojjz7C0aNHERAQUOJrPXjwIIKCgrBjxw7Url0bcrm8yONUKhVUKpVmW6lUAgDUajXUanXJb24JXHKzhG8x+66725b7eFQ2BXlgPqSJ+ZE25ke6mBtp01d+Stp/hSmObWxsIJfLYW5uDhcXFwDA6dOnAQCzZs3SFLiTJ09Gx44d8ejRI5iamiIkJASJiYmYOHEiEhMTERoaitOnT2Pv3r1o3749EhMT8eGHHwIA1qxZgxs3buDQoUOwt7cHANSoUUMrjry8PMTGxsLKygoA0L9/fyQkJGDWrFnIysrC999/jx9//BGtW7cGAKxYsQJVqlQp1bU6OTkBABwcHDTXWpTo6GjMmDGjUHtcXBzMzc1LNeaL7PWygb014KTUbr9sD+ypbA71li3lOh69nPj4eEOHQM/B/Egb8yNdzI206To/2dnZJTquwhTHz+Pv76/5s6urKwAgMzMTHh4eaNmyJb7//nvk5uZi9+7daNu2LVxcXJCYmAh/f3+cO3dOs2whOTkZ9evX1xTGRfH09NQUxgXjZWZmAngyq5yTk4PGjRtr9tvb28PXt7g515czZcoUREREaLaVSiXc3d3Rtm1bWFtbl+tYFv9ZYOatXRgcl4d650VAAI56Cfi+nRFmt+iKRpUalet4VDZqtRrx8fEIDQ2FiYmJocOhZzA/0sb8SBdzI236yk/BO+QvwuIY0EqEIAgAoFkK8cYbb+D+/fs4evQo/vrrL8yePRsuLi6YM2cO6tWrBzc3N3h7ewMAzMzMSjVWwXhPL7soCUEQIIraT3goy1sRCoUCCoWiyBjL+8XZqmorfFujNqLtTsFUJUIUAJVcQAPnBgiuElyuY9HL08VrgMoP8yNtzI90MTfSpuv8lLTvCvOBPACQy+XIzc0t1Tm2trbw9/fHl19+CRMTE9SsWRNvvPEGjh07hk2bNmmWYwBPZqCTk5Nx+/btMsXn5eUFExMTzQf4AODOnTs4c+aM1nFOTk64evWqZvvs2bNabxUUrDEu7bXqksxIhmWhy/Ce33uwtq0EU4Ut+vv1x9I2Sw0dGhEREZFGhSqOPT09ceDAAaSnp+PmzZslnrENCQnB6tWrNYWwvb09/Pz88PPPP2sVx3369IGLiwu6du2KpKQknD9/Hr///jv27dtXonEsLS0xZMgQREZGYufOnfj3338RFhYGIyPtNL355pv48ssvcezYMRw+fBgjRozQ+m3I2dkZZmZm2LZtG65fv4579+6VaHxds1HYYFLQJGzrtg2RNpEYX388zE3Kd20zERER0cuoUMXxxIkTIZPJUKtWLTg5OSEjI6NE57Vs2RK5ublaj0QLCQkp1CaXyxEXFwdnZ2d06NABdevWxZw5cyCTyUoc42effYYWLVqgc+fOaNOmDZo3b46GDRtqHRMTEwN3d3e0aNECffv2xcSJE7U+QGdsbIzFixfjm2++gZubG7p06VLi8YmIiIgqMkF8dvEqVVhKpRI2Nja4d+9euX8g72lqtRpbtmxBhw4duPZLYpgbaWN+pI35kS7mRtr0lZ+S1jkVauaYiIiIiOh5WBwTEREREeVjcUxERERElI/FMRERERFRPhbHRERERET5WBwTEREREeVjcVxKoihi+PDhsLe3hyAISE5O1sk42dnZeOedd2BtbQ1BEHD37l2djENERPQqeXjiBC6NGYNzb7bGxUGDkPXXX4YOiV4zLI5Ladu2bYiNjcWmTZtw9epV1KlT56X6i42Nha2tbaH2FStWYM+ePfj7779x9epV2NjYvNQ4REREr7qHJ07gYr/3kLUjAeorV5C9bz8uvT8Cym3bDB0avUaMDR3AqyYtLQ2urq4IDg7W+Th+fn4vXXwTERG9Lm4u+gxiTo52oygi8/M5sG7f3jBB0WuHM8elEBYWhg8++AAZGRkQBAGenp7Iy8vDvHnzUKNGDSgUCnh4eGDWrFkAgMTExEJLIpKTkyEIAtLT05GYmIhBgwbh3r17EAQBgiAgKioKISEhiImJwV9//QVBEDRfUf3VV1/B29sbpqamqFSpEnr06KHp19PTEwsXLtSKNyAgAFFRUTq+K0RERPqRdTy5yHb1f9eRp1LpNxh6bXHmuBQWLVoELy8vLFu2DIcOHYJMJsOUKVPw7bffYsGCBWjevDmuXr2K06dPl6i/4OBgLFy4ENOmTUNqaioAwNLSEmPHjsXkyZPx77//Yt26dZDL5Th8+DDGjh2LVatWITg4GLdv38aePXte6npUKhVUT/0wUSqVAJ58jaNarX6pvp+noG9djkFlw9xIG/MjbcyP7t22yoH9faFQe7ZlHtSPc2BkVPScH3MjbfrKT0n7Z3FcCjY2NrCysoJMJoOLiwvu37+PRYsW4csvv8TAgQMBAF5eXmjevHmJ+pPL5bCxsYEgCHBxcdHaZ25uDrlcrmlPTEyEhYUFOnXqBCsrK1StWhX169d/qeuJjo7GjBkzCrXHxcXB3Nz8pfouifj4eJ2PQWXD3Egb8yNtzI/u7A4yxpANuYXe9l7XWIbz2+IhN5Y993zmRtp0nZ/s7OwSHcfi+CWkpKRApVKhdevWOh8rNDQUVatWRfXq1dG+fXu0b98e3bp1e6kidsqUKYiIiNBsK5VKuLu7o23btrC2ti6PsIukVqsRHx+P0NBQmJiY6GwcKj3mRtqYH2ljfnTv8ztzkdX1HnruyUOVW8BNK2BTkBG2NDLC1I7tYSIr+r4zN9Kmr/wUvEP+IiyOX4KZmdlz9xe8vSOKoqatrG8ZWFlZ4ejRo0hMTERcXBymTZuGqKgoHDp0CLa2tjAyMtIapyRjKRQKKBSKQu0mJiZ6+eGhr3Go9JgbaWN+pI350Z2WXm/hD+EX7PMzgsljEWrjJ0ss6to3grnpiyeLmBtp03V+Sto3P5D3Ery9vWFmZoaEhIQi9zs5OQEArl69qml79rnIcrkcubm5JRrP2NgYbdq0wbx58/DPP/8gPT0dO3fu1Iz19DhKpRIXLlwozeUQERFJWnjgSLhbVgUATWFsI7fFjOZTDBkWvWY4c/wSTE1NMWnSJHz44YeQy+Vo1qwZbty4gZMnT2LIkCGoUaMG3N3dERUVhVmzZuHMmTOIiYnR6sPT0xNZWVlISEhAvXr1YG5uXuRSiU2bNuH8+fN44403YGdnhy1btiAvLw++vr4AgDfffBOxsbHo3LkzbG1tMW3aNMhkz197RURE9CpxNHPEb2//gk3nN+H07dNwt3JH1xpdYWdqZ+jQ6DXC4vglffzxxzA2Nsa0adNw5coVuLq6YsSIEQCeTN//9NNPGDlyJPz9/dGoUSN8+umn6Nmzp+b84OBgjBgxAr1798atW7cwffr0Ih+/Zmtri3Xr1iEqKgqPHj2Ct7c3fvrpJ9SuXRvAk/XDFy5cQKdOnWBjY4NPPvmEM8dERPTaMTcxRy/fXoYOg15jgvjsQlWqsJRKJWxsbHDv3j2dfyBvy5Yt6NChA9d+SQxzI23Mj7QxP9LF3EibvvJT0jqHa46JiIiIiPKxOCYiIiIiysfimIiIiIgoH4tjIiIiIqJ8LI6JiIiIiPKxOCYiIiIiysfi+DWWlJSEunXrwsTEBF27djV0OERERFSBqXPV2HZhGxYfXYw/0/6EKldl6JCKxOL4FZKYmAhBEHD37l2t9pCQEISHhxc6PiIiAgEBAbhw4QJiY2P1EiMRERHRs+48uoNx37yNSxMi4Dt2KW5FTMK4xe1x7cE1Q4dWCL8h7zWWlpaGESNGoEqVKoYOhYiIiCqwn36fife/Sof88ZNtj5siGp69hrWmUzB66DLDBvcMzhzrWV5eHubNm4caNWpAoVDAw8MDs2bNQnp6OgRBwNq1axEcHAxTU1PUqVMHu3fvBgCkp6ejVatWAAA7OzsIgoCwsDCEhYVh9+7dWLRoEQRBgCAImr5u3bqFwYMHQxAEzhwTERGRwTiu3aUpjAsY5wHVfztomICegzPHejZlyhR8++23WLBgAZo3b46rV6/i9OnTmv2RkZFYuHAhatWqhfnz56Nz5864cOEC3N3d8fvvv+Odd95BamoqrK2tYWZmBgA4c+YM6tSpg5kzZwIAnJyccPXqVfj6+mLmzJno3bs3bGxsCsWiUqmgUv3/eh+lUgngydc4qtVqnd2Dgr51OQaVDXMjbcyPtDE/0sXcGF7VyzlFtntdydNbfkraP4tjPbp//z4WLVqEL7/8EgMHDgQAeHl5oXnz5khPTwcAjBkzBu+88w4AYOnSpdi2bRu+//57fPjhh7C3twcAODs7w9bWVtOvXC6Hubk5XFxcNG0uLi4QBAE2NjZa7U+Ljo7GjBkzCrXHxcXB3Ny8PC75ueLj43U+BpUNcyNtzI+0MT/SxdwYjq2FAOtssVD7fStBkxdd5yc7O7tEx7E41qOUlBSoVCq0bt262GOaNm2q+bOxsTECAwORkpKik3imTJmCiIgIzbZSqYS7uzvatm0La2trnYwJPPnNLT4+HqGhoTAxMdHZOFR6zI20MT/SxvxIF3NjeNf+CEfWDdNC7VW878E/NFQv+Sl4h/xFWBzrUcEyCKlQKBRQKBSF2k1MTPTyw0Nf41DpMTfSxvxIG/MjXcyN4djWdYKl6hKuplhByJZBNM1DJd8smNW10ORE1/kpad/8QJ4eeXt7w8zMDAkJCcUes3//fs2fHz9+jCNHjsDPzw/Ak+UTAJCbm6t1jlwuL9RGREREJBVWb4yCnXc2/Dpfh3e3a/B7+xoc/LJg3myEoUMrhDPHemRqaopJkybhww8/hFwuR7NmzXDjxg2cPHlSs9RiyZIl8Pb2hp+fHxYsWIA7d+5g8ODBAICqVatCEARs2rQJHTp0gJmZGSwtLeHp6YkDBw4gPT0dlpaWsLe3h5ERf+8hIiIiiWgYBjy4AeHvL2As3APklkCjoUCzcEBiE3ysoPTs448/xoQJEzBt2jT4+fmhd+/eyMzM1OyfM2cO5syZg3r16mHv3r3YuHEjHB0dAQCVK1fGjBkzMHnyZFSqVAljxowBAEycOBEymQy1atWCk5MTMjIyDHJtRERERMV6IxKYkAqMOfLk/6EzAAlO5nHmWM+MjIwwdepUTJ06Vau94GkVfn5+OHDgQLHnf/zxx/j444+12nx8fLBv375Cxz77TXpEREREBmViBjjWMHQUzyW9cp2IiIiIyEBYHBMRERER5eOyConw9PSEKBZ+ODYRERER6Q9njomIiIiI8rE4JiIiIiLKx+KYiIiIiCgf1xwTERG95lTnzuHWd9/j0alTMPFwh8PAgTBv1MjQYRFJEmeO9Sw2Nha2traGDoOIiCqIR6lnkN6rN+5t2ADVmTPI2pGAi2GDcH/nTkOHRiRJLI6JiIheY7e++Rp52dnajbm5yFywwDABEUkci+NylJOTY+gQiIiItNw+uKfI9pyz55D36JGeoyGSPq45fgkhISGoU6cOjI2N8eOPP6Ju3bro3Lkzli9fjvPnz8Pe3h6dO3fGvHnzYGlpWWQfUVFR2LBhA0aOHIlPP/0Ut27dQqdOnfDtt9/CxsYGABAWFoa7d++iefPmiImJQU5ODt59910sXLgQJiYmAACVSoWpU6fip59+wt27d1GnTh3MnTsXISEhxcavUqmgUqk020qlEgCgVquhVqvL6S4VVtC3LsegsmFupI35kTap5ueKWTY8imhXmgNqiDCSWLy6INXc0BP6yk9J+2dx/JJWrFiBkSNHIikpCQCwdetWLF68GNWqVcP58+cxatQofPjhh/jqq6+K7ePcuXP45Zdf8Oeff0KpVGLIkCEYNWoUVq9erTlm165dcHV1xa5du3Du3Dn07t0bAQEBGDZsGABgzJgxOHXqFNauXQs3NzesX78e7du3x4kTJ+Dt7V3kuNHR0ZgxY0ah9ri4OJibm7/MbSmR+Ph4nY9BZcPcSBvzI21Sy89fDUQMvVS4fXMjI1zesh4ymYX+gzIQqeWGtOk6P9nPLi8qhiDya9nKLCQkBEqlEkePHi32mN9++w0jRozAzZs3ATz5QF54eDju3r0L4MnM8aeffoqLFy+icuXKAIBt27ahY8eOuHz5MlxcXBAWFobExESkpaVBJpMBAHr16gUjIyOsXbsWGRkZqF69OjIyMuDm5qYZu02bNggKCsLs2bOLjK2omWN3d3fcvHkT1tbWL3VvnketViM+Ph6hoaGamW+SBuZG2pgfaZNqfgZ/2wJ25+6j5948OCqB+6bA1kAjHGwk4OcBR6Awfv1XWEo1N/SEvvKjVCrh6OiIe/fuPbfO4czxS2rYsKHW9o4dOxAdHY3Tp09DqVTi8ePHePToEbKzs4udjfXw8NAUxgDQtGlT5OXlITU1FS4uLgCA2rVrawpjAHB1dcWJEycAACdOnEBubi58fHy0+lWpVHBwcCg2doVCAYVCUajdxMRELz889DUOlR5zI23Mj7RJLT+5Oe/iQN1vkegvg3U2kGUKwAiofjUEpnITGMte/+K4gNRyQ9p0nZ+S9s3i+CVZWPz/21Hp6eno1KkTRo4ciVmzZsHe3h579+7FkCFDkJOT81JLFZ5NqCAIyMvLAwBkZWVBJpPhyJEjWgU0gGLXOhMRUcUQ0qAz0hMeo7bDBihNlaj80BS3b4XCy69XhSqMiUqKxXE5OnLkCPLy8hATEwMjoyc/cH755ZcXnpeRkYErV65olkTs378fRkZG8PX1LdG49evXR25uLjIzM9GiRYuyXwAREb12BjerhpSrbbD+mJ+mrXE1e/yvUy0DRkUkXSyOy1GNGjWgVqvxxRdfoHPnzkhKSsLXX3/9wvNMTU0xcOBAfP7551AqlRg7dix69eqlWVLxIj4+PujXrx8GDBiAmJgY1K9fHzdu3EBCQgL8/f3RsWPHl700IiJ6RRnLjLCgdwDGvFkDJ68oUdXeHPXcbQ0dFpFk8f2UclSvXj3Mnz8fc+fORZ06dbB69WpER0e/8LwaNWqge/fu6NChA9q2bQt/f//nPt2iKMuXL8eAAQMwYcIE+Pr6omvXrjh06BA8PIp6gA8REVU0Xk6WeLueGwtjohfgzPFLSExMLNQ2fvx4jB8/Xqutf//+mj+HhYUhLCys0HkjR47EyJEjixwnNja2UNvChQu1tk1MTDBjxowiH81GRERERCXDmWMiIiIionwsjomIiIiI8rE4NrCoqCgkJycbOgwiIiIiAotjIiIiIiINFsdERERERPlYHBMRERER5ZN0cZyYmAhBEHD37l1Dh1Iqnp6ehR61Vpxr164hNDQUFhYWsLW11WlcREQVweNTf2Lb1y2wYlFNJH3fAfjviKFDIqJXiKSLY12KjY2VRDG6YMECXL16FcnJyThz5oyhwyEieqWlJX2NXkkT8aHiDpYqjDFCloERf76LrPR9hg6NiF4R/BIQA0tLS0PDhg3h7e1d7DFqtRomJiZ6jIqI6NW04Phi1Ek2xqRDubB+CFyzBX5pIccXcZMxZfhuQ4dHRK8AgxfHKpUKkZGRWLt2LZRKJQIDA7FgwQI0atRIc8yRI0cwadIknDp1CgEBAVi+fDl8fX1f2Pfx48cRHh6Ow4cPQxAEeHt745tvvkFWVhYGDRoEABAEAQAwffp0REVFQaVSYerUqfjpp59w9+5d1KlTB3PnzkVISIim371792LKlCk4fPgwHB0d0a1bN0RHR8PCwqJU1+7p6YmLFy8CAFauXImBAwciNjYWgiDgq6++wtatW5GQkIDIyEh8/PHHGD58OHbu3Ilr167Bw8MDo0aNwrhx47T6/OGHHxATE4Nz587B3t4e77zzDr788sti771KpdJsK5VKAE+KcbVaXaprKY2CvnU5BpUNcyNtzM/zPci6DYfjwLt/5WnaXO4CY//Mww/dbuj8vjE/0sXcSJu+8lPS/g1eHH/44Yf4/fffsWLFClStWhXz5s1Du3btcO7cOc0xU6dORUxMDJycnDBixAgMHjwYSUlJL+y7X79+qF+/PpYuXQqZTIbk5GSYmJggODgYCxcuxLRp05CamgoAsLS0BACMGTMGp06dwtq1a+Hm5ob169ejffv2OHHiBLy9vZGWlob27dvj008/xQ8//IAbN25gzJgxGDNmDJYvX16qaz906BAGDBgAa2trLFq0CGZmZpp9UVFRmDNnDhYuXAhjY2Pk5eWhSpUq+PXXX+Hg4IC///4bw4cPh6urK3r16gUAWLp0KSIiIjBnzhy89dZbuHfv3nPvU3R0dJFfNx0XFwdzc/NSXUtZxMfH63wMKhvmRtqYn6I9ylGh/SGxyH3NjgBbtmzRSxzMj3QxN9Km6/xkZ2eX6DhBFMWif5LowYMHD2BnZ4fY2Fj07dsXwJOq3tPTE+Hh4WjUqBFatWqFHTt2oHXr1gCe/HDr2LEjHj58CFNT0+f2b21tjS+++AIDBw4stC82Nhbh4eFaH/bLyMhA9erVkZGRATc3N017mzZtEBQUhNmzZ2Po0KGQyWT45ptvNPv37t2Lli1b4sGDBzA1NdXEHx4e/sJ70LVrV9ja2iI2NlbTJggCwsPDsWDBgueeO2bMGFy7dg2//fYbAKBy5coYNGgQPv300xeOCxQ9c+zu7o6bN2/C2tq6RH2UhVqtRnx8PEJDQ7lcRGKYG2ljfp4vLzsb5xs3KXLfPVtTNNxzUKfjMz/SxdxIm77yo1Qq4ejoiHv37j23zjHozHFaWhrUajWaNWumaTMxMUFQUBBSUlI0Syv8/f01+11dXQEAmZmZ8PDweG7/ERERGDp0KFatWoU2bdqgZ8+e8PLyKvb4EydOIDc3Fz4+PlrtKpUKDg4OAJ4s1fjnn3+wevVqzX5RFJGXl4cLFy7Az8+vhFf/fIGBgYXalixZgh9++AEZGRl4+PAhcnJyEBAQAODJ/bhy5Yrml4iSUCgUUCgUhdpNTEz08sNDX+NQ6TE30sb8FMPGBnke7jDKuFRol1Oj5nq7Z8yPdDE30qbr/JS0b4MvqyiJpy+mYI1wXl5ecYdrREVFoW/fvti8eTO2bt2K6dOnY+3atejWrVuRx2dlZUEmk+HIkSOQyWRa+wqWXWRlZeH999/H2LFjC53/omK9NJ5dv7x27VpMnDgRMTExaNq0KaysrPDZZ5/hwIEDAKC1JIOIqKJynzARl8PDgafeFBXMzFB5zBjDBUVErxSDFsdeXl6Qy+VISkpC1apVATyZWj906FCJliSUhI+PD3x8fDB+/Hj06dMHy5cvR7du3SCXy5Gbm6t1bP369ZGbm4vMzEy0aNGiyP4aNGiAU6dOoUaNGuUSX0klJSUhODgYo0aN0rSlpaVp/mxlZQVPT08kJCSgVatWeo2NiEgqrNu1heyH73E7dgVyLl2Cae3acBg6FKa+Pi8+mYgIBi6OLSwsMHLkSERGRsLe3h4eHh6YN28esrOzMWTIEBw/frzMfT98+BCRkZHo0aMHqlWrhv/++w+HDh3CO++8A+DJkyKysrKQkJCAevXqwdzcHD4+PujXrx8GDBiAmJgY1K9fHzdu3EBCQgL8/f3RsWNHTJo0CU2aNMGYMWMwdOhQWFhY4NSpU4iPjy/2qRDlwdvbGytXrsT27dtRrVo1rFq1CocOHUK1atU0x0RFRWHEiBFwdnbGW2+9hfv37yMpKQkffPCBzuIiIpIai6ZNYdG0qaHDIKJXlMGXVcyZMwd5eXno378/7t+/j8DAQGzfvh12dnYv1a9MJsOtW7cwYMAAXL9+HY6Ojujevbvm6QzBwcEYMWIEevfujVu3bmke5bZ8+XJ8+umnmDBhAi5fvgxHR0c0adIEnTp1AvBk/fPu3bsxdepUtGjRAqIowsvLC717937pe/E877//Po4dO4bevXtDEAT06dMHo0aNwtatWzXHDBw4EI8ePcKCBQswceJEODo6okePHjqNi4iIiOh1YtCnVZC0KJVK2NjYvPBTnC9LrVZjy5Yt6NChAz8YITHMjbQxP9LG/EgXcyNt+spPSeucCvv10UREREREz3qli+PatWvD0tKyyP+eftSaoaxevbrY+GrXrm3o8IiIiIjoGQZfc/wytmzZUuxXAVaqVEnP0RT29ttvo3HjxkXu49s6RERERNLzShfHBY9/kyorKytYWVkZOgwiIiIiKqFXelkFEREREVF5eqVnjolKJPs2kLwayEwBHH2A+v0BCwdDR0VEREQSVOFnjkVRxPDhw2Fvbw9BEGBra1tu385XEm+88QbWrFlTrn1u27YNAQEBJfqK7dfenXQ8jGmK219E4+qyTbj15Tw8jGkM3Ep78blERERU4VT44njbtm2IjY3Fpk2bcPXqVZw5cwaffPKJXsbeuHEjrl+/jnfffVfTtmzZMoSEhMDa2hqCIODu3buFznv77bfh4eEBU1NTuLq6on///rhy5Ypmf/v27WFiYiKJJ3YY2vWVH+LSehHXj9ng7nkLZCbbIGO9Ea7HTjB0aERERCRBFb44TktLg6urK4KDg+Hi4gJnZ2e9fYhu8eLFGDRoEIyM/j8N2dnZaN++PT766KNiz2vVqhV++eUXpKam4vfff0daWlqhb8ILCwvD4sWLdRb7q+LOtqPIzZZpteU9lOFO3AkDRURERERSVqGL47CwMHzwwQfIyMiAIAjw9PRESEiI1rIKT09PfPrppxgwYAAsLS1RtWpVbNy4ETdu3ECXLl1gaWkJf39/HD58WHNObGwsbG1tsWHDBnh7e8PU1BTt2rXDpUuXNMfcuHEDO3fuROfOnbViCg8Px+TJk9GkSZNi4x4/fjyaNGmCqlWrIjg4GJMnT8b+/fu1HmvXuXNnHD58GGlpFXv5wMMrRT8yL+cyH6VHREREhVXoD+QtWrQIXl5eWLZsGQ4dOgSZTIaePXsWOm7BggWYPXs2Pv74YyxYsAD9+/dHcHAwBg8ejM8++wyTJk3CgAEDcPLkSQiCAODJDPCsWbOwcuVKyOVyjBo1Cu+++y6SkpIAAHv37oW5uTn8/Pxe6hpu376N1atXIzg4WOvZyR4eHqhUqRL27NkDLy+vIs9VqVRQqVSabaVSCeDJ1zgW9/zo8lDQty7HKHBfAZiqCrdnKQS9jP+q0WduqPSYH2ljfqSLuZE2feWnpP1X6OLYxsYGVlZWkMlkcHFxKfa4Dh064P333wcATJs2DUuXLkWjRo00hfSkSZPQtGlTXL9+XdOPWq3Gl19+qfkSkBUrVsDPzw8HDx5EUFAQLl68iEqVKmktqSiNSZMm4csvv0R2djaaNGmCTZs2FTrGzc0NFy9eLLaP6OhozJgxo1B7XFwczM3NyxRXacTHx+t8jJN1zdAt6WGh9r11FbixZYvOx39V6SM3VHbMj7QxP9LF3EibrvOTnZ1douMqdHFcUv7+/po/F3zzXt26dQu1ZWZmaopjY2NjNGrUSHNMzZo1YWtri5SUFAQFBeHhw4cwNTUtc0yRkZEYMmQILl68iBkzZmDAgAHYtGmTZuYaAMzMzJ77QpgyZQoiIiI020qlEu7u7mjbti2sra3LHNuLqNVqxMfHIzQ0VOffFJjhch577nyLZqdEGAHIA7DfT4DxsD7oENRBp2O/ivSZGyo95kfamB/pYm6kTV/5KXiH/EVYHJfA04kqKD6LaivNo9McHR1x586dMsfk6OgIR0dH+Pj4wM/PD+7u7ti/fz+aNm2qOeb27dtwcnIqtg+FQgGFQlGo3cTERC8/PPQxzvuBo/HRuMv45dg2VLkp4rKDgDoBoZjTJBwmMv6ALI6+XgNUNsyPtDE/0sXcSJuu81PSvlkc68jjx49x+PBhBAUFAQBSU1Nx9+5dzRrj+vXr49q1a7hz5w7s7OxeaqyCovzp9cOPHj1CWloa6tev/1J9v+rkMjk+b/k50gPGIO1uGqrZVkN1m+qGDouIiIgkisWxjpiYmOCDDz7A4sWLYWxsjDFjxqBJkyaaYrl+/fpwdHREUlISOnXqpDnv2rVruHbtGs6dOwcAOHHiBKysrODh4QF7e3scOHAAhw4dQvPmzWFnZ4e0tDR8/PHH8PLy0po13r9/PxQKhVZbReZp4wlPG09Dh0FEREQSV6Ef5aZL5ubmmDRpEvr27YtmzZrB0tISP//8s2a/TCbDoEGDCn1Rx9dff4369etj2LBhAJ58g179+vWxceNGTb/r1q1D69at4evriyFDhsDf3x+7d+/WWiLx008/oV+/fnr5YB0RERHR66LCzxyHh4drPdc4MTFRa396enqhc0RR1Nr29PQs1AYA3bt3R/fu3Ysde/z48ahduzYuXryIqlWrAgCioqIQFRVV7Dl169bFzp07i90PADdv3sRvv/2m9exlIiIiInoxzhwbkIuLC77//ntkZGSUa7/p6en46quvUK1atXLtl4iIiOh1V+Fnjg2ta9eu5d5nYGAgAgMDy71fIiIiotcdZ451ICwsDHfv3jV0GERERERUSiyOiYiIiIjysTgmIiIiIsrH4pgqJlEEsm8DuWpDR0JEREQSwuK4GCEhIVqPeCsvUVFRqFSpEgRBwIYNG8q9f3qx5L8XYs5HdTFvdDNEj/fHH7+FAXm5hg6LiIiIJIBPq9CB9PR0VKtWDceOHUNAQICmPSUlBTNmzMD69evRpEmTl/7aaCq9lIM/4MK0b9Dlv/9vu5N0AL/ffhfvDP/VcIERERGRJHDmuAxycnLKdF5aWhoAoEuXLnBxcdH6RjvSj8Pff4ma/2m32T0AZL/9i9ych4YJioiIiCSDxTGABw8eYMCAAbC0tISrqytiYmK09nt6euKTTz7BgAEDYG1tjeHDhz+3v4Iv36hfvz4EQUBISAiioqLQuXNnAICRkREEQXhuH//++y+MjIxw48YNAMDt27dhZGSEd999V3PMp59+iubNmwN48s1+giBg8+bN8Pf3h6mpKZo0aYJ///23dDfjNedy+lGR7b4ZwO3LKXqOhoiIiKSGyyoAREZGYvfu3fjjjz/g7OyMjz76CEePHtVaEvH5559j2rRpmD59+gv7O3jwIIKCgrBjxw7Url0bcrkccrkcnp6eGDRoEK5evfrCPmrXrg0HBwfs3r0bPXr0wJ49ezTbBXbv3o2QkJBC17Jo0SK4uLjgo48+QufOnXHmzBmYmJgUGkOlUkGlUmm2lUolAECtVkOt1t0H1Qr61uUYxRKMABReX5wnALkmlQwTk4QYNDf0QsyPtDE/0sXcSJu+8lPS/it8cZyVlYXvv/8eP/74I1q3bg0AWLFiBapUqaJ13JtvvokJEyaUqE8nJycAgIODA1xcXDTttra2AKDVVhxBEPDGG28gMTERPXr0QGJiIgYNGoTvvvsOp0+fhpeXF/7++298+OGHWudNnz4doaGhWtexfv169OrVq9AY0dHRmDFjRqH2uLg4mJubl+haX0Z8fLzOx3hWqmcAqlw7Urjd3QqPDx6GQqb3kCTJELmhkmN+pI35kS7mRtp0nZ/s7OwSHVfhi+O0tDTk5OSgcePGmjZ7e3v4+vpqHWeIr2Nu2bIlli1bBuDJLPHs2bNx5swZJCYm4vbt21Cr1WjWrJnWOU2bNtX8ueA6UlKKXi4wZcoUREREaLaVSiXc3d3Rtm1bWFtb6+CKnlCr1YiPj0doaGiRM9q6dMfWDwevjkHQxUuatqt2ZtjT5RPM6/ymXmORIkPmhl6M+ZE25ke6mBtp01d+Ct4hf5EKXxyXlIWFhd7HLHic3NmzZ3Hq1Ck0b94cp0+fRmJiIu7cuYPAwMCXmuFVKBRFfijQxMRELz889DXO0/q38MakoZ9h+c6D8L1zCZnmdngc0AA/DGjCH5hPMURuqOSYH2ljfqSLuZE2XeenpH1X+OLYy8sLJiYmOHDgADw8PAAAd+7cwZkzZ9CyZcsy9SmXywEAubkv9+zcunXrws7ODp9++ikCAgJgaWmJkJAQzJ07F3fu3Cm03hgA9u/fX+g6/Pz8XiqO14nMSMDnPeshLcQL//x3F242Zmhc3cHQYREREZFEVPji2NLSEkOGDEFkZCQcHBzg7OyMqVOnwsio7A/ycHZ2hpmZGbZt24YqVarA1NQUNjY2pe6nYN3x6tWrMXHiRACAv78/VCoVEhIStJZEFJg5cyYcHBxQqVIlTJ06FY6OjujatWuZr+V15eVkCS8nS0OHQURERBLDR7kB+Oyzz9CiRQt07twZbdq0QfPmzdGwYcMy92dsbIzFixfjm2++gZubG7p06VLmvlq2bInc3FzNLLGRkRHeeOMNCIJQaL0xAMyZMwfjxo1Dw4YNce3aNfz555+amWwiIiIier4KP3MMPJk9XrVqFVatWqVpi4yM1Pw5PT291H0OHToUQ4cO1Wrr2rUrRFEsVT/h4eGFvsb6eV873bx5cz7bmIiIiKiMOHNMRERERJSPM8dlMHv2bMyePbvIfS1atMDWrVtL1I+lZfFrXrdu3YoWLVqUKb6yKpjVLumjTspKrVYjOzsbSqWSnxqWGOZG2pgfaWN+pIu5kTZ95aegvnnRu/iCWNr3+Qm3b9/G7du3i9xnZmaGypUrl6ifc+fOFbuvcuXKMDMzK1N8ZfXff//B3d1dr2MSERER6dOlS5cKfdnb01gck0ZeXh6uXLkCKysrCIKgs3EKvmzk0qVLOv2yESo95kbamB9pY36ki7mRNn3lRxRF3L9/H25ubs99KhmXVZCGkZHRc3+TKm/W1tb8ISVRzI20MT/SxvxIF3MjbfrIT0kercsP5BERERER5WNxTERERESUj8Ux6Z1CocD06dOhUCgMHQo9g7mRNuZH2pgf6WJupE1q+eEH8oiIiIiI8nHmmIiIiIgoH4tjIiIiIqJ8LI6JiIiIiPKxOCYiIiIiysfimHRiyZIl8PT0hKmpKRo3boyDBw8+9/hff/0VNWvWhKmpKerWrYstW7boKdKKpzS5+fbbb9GiRQvY2dnBzs4Obdq0eWEu6eWU9u9OgbVr10IQBHTt2lW3AVZwpc3P3bt3MXr0aLi6ukKhUMDHx4c/33SktLlZuHAhfH19YWZmBnd3d4wfPx6PHj3SU7QVx19//YXOnTvDzc0NgiBgw4YNLzwnMTERDRo0gEKhQI0aNRAbG6vzOLWIROVs7dq1olwuF3/44Qfx5MmT4rBhw0RbW1vx+vXrRR6flJQkymQycd68eeKpU6fE//3vf6KJiYl44sQJPUf++ittbvr27SsuWbJEPHbsmJiSkiKGhYWJNjY24n///afnyCuG0uanwIULF8TKlSuLLVq0ELt06aKfYCug0uZHpVKJgYGBYocOHcS9e/eKFy5cEBMTE8Xk5GQ9R/76K21uVq9eLSoUCnH16tXihQsXxO3bt4uurq7i+PHj9Rz562/Lli3i1KlTxXXr1okAxPXr1z/3+PPnz4vm5uZiRESEeOrUKfGLL74QZTKZuG3bNv0ELIoii2Mqd0FBQeLo0aM127m5uaKbm5sYHR1d5PG9evUSO3bsqNXWuHFj8f3339dpnBVRaXPzrMePH4tWVlbiihUrdBVihVaW/Dx+/FgMDg4Wv/vuO3HgwIEsjnWotPlZunSpWL16dTEnJ0dfIVZYpc3N6NGjxTfffFOrLSIiQmzWrJlO46zoSlIcf/jhh2Lt2rW12nr37i22a9dOh5Fp47IKKlc5OTk4cuQI2rRpo2kzMjJCmzZtsG/fviLP2bdvn9bxANCuXbtij6eyKUtunpWdnQ21Wg17e3tdhVlhlTU/M2fOhLOzM4YMGaKPMCussuRn48aNaNq0KUaPHo1KlSqhTp06mD17NnJzc/UVdoVQltwEBwfjyJEjmqUX58+fx5YtW9ChQwe9xEzFk0JNYKy3kahCuHnzJnJzc1GpUiWt9kqVKuH06dNFnnPt2rUij7927ZrO4qyIypKbZ02aNAlubm6FfnDRyytLfvbu3Yvvv/8eycnJeoiwYitLfs6fP4+dO3eiX79+2LJlC86dO4dRo0ZBrVZj+vTp+gi7QihLbvr27YubN2+iefPmEEURjx8/xogRI/DRRx/pI2R6juJqAqVSiYcPH8LMzEznMXDmmIhKZM6cOVi7di3Wr18PU1NTQ4dT4d2/fx/9+/fHt99+C0dHR0OHQ0XIy8uDs7Mzli1bhoYNG6J3796YOnUqvv76a0OHVuElJiZi9uzZ+Oqrr3D06FGsW7cOmzdvxieffGLo0EgCOHNM5crR0REymQzXr1/Xar9+/TpcXFyKPMfFxaVUx1PZlCU3BT7//HPMmTMHO3bsgL+/vy7DrLBKm5+0tDSkp6ejc+fOmra8vDwAgLGxMVJTU+Hl5aXboCuQsvz9cXV1hYmJCWQymabNz88P165dQ05ODuRyuU5jrijKkpuPP/4Y/fv3x9ChQwEAdevWxYMHDzB8+HBMnToVRkacOzSU4moCa2trvcwaA5w5pnIml8vRsGFDJCQkaNry8vKQkJCApk2bFnlO06ZNtY4HgPj4+GKPp7IpS24AYN68efjkk0+wbds2BAYG6iPUCqm0+alZsyZOnDiB5ORkzX9vv/02WrVqheTkZLi7u+sz/NdeWf7+NGvWDOfOndP80gIAZ86cgaurKwvjclSW3GRnZxcqgAt+iRFFUXfB0gtJoibQ20f/qMJYu3atqFAoxNjYWPHUqVPi8OHDRVtbW/HatWuiKIpi//79xcmTJ2uOT0pKEo2NjcXPP/9cTElJEadPn85HuelIaXMzZ84cUS6Xi7/99pt49epVzX/379831CW81kqbn2fxaRW6Vdr8ZGRkiFZWVuKYMWPE1NRUcdOmTaKzs7P46aefGuoSXlulzc306dNFKysr8aeffhLPnz8vxsXFiV5eXmKvXr0MdQmvrfv374vHjh0Tjx07JgIQ58+fLx47dky8ePGiKIqiOHnyZLF///6a4wse5RYZGSmmpKSIS5Ys4aPc6PXwxRdfiB4eHqJcLheDgoLE/fv3a/a1bNlSHDhwoNbxv/zyi+jj4yPK5XKxdu3a4ubNm/UcccVRmtxUrVpVBFDov+nTp+s/8AqitH93nsbiWPdKm5+///5bbNy4sahQKMTq1auLs2bNEh8/fqznqCuG0uRGrVaLUVFRopeXl2hqaiq6u7uLo0aNEu/cuaP/wF9zu3btKvLfkYJ8DBw4UGzZsmWhcwICAkS5XC5Wr15dXL58uV5jFkSR7x8QEREREQFcc0xEREREpMHimIiIiIgoH4tjIiIiIqJ8LI6JiIiIiPKxOCYiIiIiysfimIiIiIgoH4tjIiIiIqJ8LI6JiIiIiPKxOCaiV1JISAjCw8MNHYbkxMbGwtbWVrMdFRWFgIAAnY4pCAI2bNhQ7H7mioheJSyOiUivOnfujPbt2xe5b8+ePRAEAf/884+eo3p9TZw4EQkJCYYOg0ro2V9uiEj/WBwTkV4NGTIE8fHx+O+//wrtW758OQIDA+Hv72+AyPRHrVbrbSxLS0s4ODjobbxXXU5OjqFDKBe5ubnIy8t74XGiKOLx48d6iIjo1cHimIj0qlOnTnByckJsbKxWe1ZWFn799VcMGTIEt27dQp8+fVC5cmWYm5ujbt26+Omnn57bb1Fv7dva2mqNc+nSJfTq1Qu2trawt7dHly5dkJ6eXmyfiYmJEAQBCQkJCAwMhLm5OYKDg5Gamqp13NKlS+Hl5QW5XA5fX1+sWrWqUGxLly7F22+/DQsLC8yaNUuz3OGHH36Ah4cHLC0tMWrUKOTm5mLevHlwcXGBs7MzZs2apdXX/PnzUbduXVhYWMDd3R2jRo1CVlZWsdfw7LKKxMREBAUFwcLCAra2tmjWrBkuXryo2f/HH3+gQYMGMDU1RfXq1TFjxgyt4uns2bN44403YGpqilq1aiE+Pr7YsZ/2+PFjjBkzBjY2NnB0dMTHH38MURQBADNnzkSdOnUKnRMQEICPP/64yP4KcrN582b4+/vD1NQUTZo0wb///qs5piSvo5CQEIwZMwbh4eFwdHREu3btALz4PhfM8G7atAm+vr4wNzdHjx49kJ2djRUrVsDT0xN2dnYYO3YscnNzNeepVCpMnDgRlStXhoWFBRo3bozExETNNQ0aNAj37t2DIAgQBAFRUVEvPO/peDZu3IhatWpBoVAgIyOj2Pu2detWNGzYEAqFAnv37kVaWhq6dOmCSpUqwdLSEo0aNcKOHTu0zvX09MTs2bMxePBgWFlZwcPDA8uWLdM65u+//0ZAQABMTU0RGBiIDRs2QBAEJCcna475999/8dZbb8HS0hKVKlVC//79cfPmzSLzTGQQIhGRnkVGRopeXl5iXl6epu2HH34QzczMxLt374r//fef+Nlnn4nHjh0T09LSxMWLF4symUw8cOCA5viWLVuK48aN02wDENevX681jo2Njbh8+XJRFEUxJydH9PPzEwcPHiz+888/4qlTp8S+ffuKvr6+okqlKjLOXbt2iQDExo0bi4mJieLJkyfFFi1aiMHBwZpj1q1bJ5qYmIhLliwRU1NTxZiYGFEmk4k7d+7Uis3Z2Vn84YcfxLS0NPHixYvi9OnTRUtLS7FHjx7iyZMnxY0bN4pyuVxs166d+MEHH4inT58Wf/jhBxGAuH//fk1fCxYsEHfu3CleuHBBTEhIEH19fcWRI0dq9i9fvly0sbHRbE+fPl2sV6+eKIqiqFarRRsbG3HixIniuXPnxFOnTomxsbHixYsXRVEUxb/++ku0trYWY2NjxbS0NDEuLk709PQUo6KiRFEUxdzcXLFOnTpi69atxeTkZHH37t1i/fr1i7z3T2vZsqVoaWkpjhs3Tjx9+rT4448/iubm5uKyZctEURTFS5cuiUZGRuLBgwc15xw9elQUBEFMS0t7bm78/PzEuLg48Z9//hE7deokenp6ijk5OaIoiiV+HVlaWoqRkZHi6dOnxdOnT5f4PpuYmIihoaHi0aNHxd27d4sODg5i27ZtxV69eoknT54U//zzT1Eul4tr167VnDd06FAxODhY/Ouvv8Rz586Jn332mahQKMQzZ86IKpVKXLhwoWhtbS1evXpVvHr1qnj//v0Xnvd0PMHBwWJSUpJ4+vRp8cGDB8XeN39/fzEuLk48d+6ceOvWLTE5OVn8+uuvxRMnTohnzpwR//e//4mmpqaa14YoimLVqlVFe3t7ccmSJeLZs2fF6Oho0cjISHPP7t27J9rb24vvvfeeePLkSXHLli2ij4+PCEA8duyYKIqieOfOHdHJyUmcMmWKmJKSIh49elQMDQ0VW7VqVezrh0jfWBwTkd6lpKSIAMRdu3Zp2lq0aCG+9957xZ7TsWNHccKECZrt0hbHq1atEn19fbUKcpVKJZqZmYnbt28vcsyCQmLHjh2ats2bN4sAxIcPH4qiKIrBwcHisGHDtM7r2bOn2KFDB63YwsPDtY6ZPn26aG5uLiqVSk1bu3btRE9PTzE3N1fT5uvrK0ZHRxcZnyiK4q+//io6ODhotp9XHN+6dUsEICYmJhbZV+vWrcXZs2drta1atUp0dXUVRVEUt2/fLhobG4uXL1/W7N+6dWuJimM/Pz+tez9p0iTRz89Ps/3WW29pFZ8ffPCBGBISUmyfBbl5uvC8deuWaGZmJv7888/FnlfU66h+/frFHl+gqPsMQDx37pym7f333xfNzc01Ba0oPsnp+++/L4qiKF68eFGUyWRa908Un9z3KVOmaPp9On+lOQ+AmJyc/NzrKLhvGzZseOE1165dW/ziiy8021WrVtX6O5qXlyc6OzuLS5cuFUVRFJcuXSo6ODho/m6Ioih+++23WsXxJ598IrZt21ZrnEuXLokAxNTU1BfGRKQPxnqdpiYiAlCzZk0EBwfjhx9+QEhICM6dO4c9e/Zg5syZAJ6sl5w9ezZ++eUXXL58GTk5OVCpVDA3Ny/zmMePH8e5c+dgZWWl1f7o0SOkpaU999yn10C7uroCADIzM+Hh4YGUlBQMHz5c6/hmzZph0aJFWm2BgYGF+vX09NSKp1KlSpDJZDAyMtJqy8zM1Gzv2LED0dHROH36NJRKJR4/foxHjx4hOzv7hffH3t4eYWFhaNeuHUJDQ9GmTRv06tVLc03Hjx9HUlKS1lKO3NxcTf8pKSlwd3eHm5ubZn/Tpk2fO2aBJk2aQBAErfNiYmKQm5sLmUyGYcOGYfDgwZg/fz6MjIywZs0aLFiw4IX9Pj2+vb09fH19kZKSoom9JK+jhg0bFuq3JPfZ3NwcXl5emnMqVaoET09PWFpaarUV5O/EiRPIzc2Fj4+P1lgqleq568JLep5cLi/xev1nX49ZWVmIiorC5s2bcfXqVTx+/BgPHz4stDTj6f4FQYCLi4vm+lJTUzVLXAoEBQVpnX/8+HHs2rVL6x4VSEtLK3SNRIbA4piIDGLIkCH44IMPsGTJEixfvhxeXl5o2bIlAOCzzz7DokWLsHDhQs26z/Dw8Od+WEoQBM0a1gJPf/AtKysLDRs2xOrVqwud6+Tk9NxYTUxMtMYBUKIPOz3NwsLiuf0W9F1UW8FY6enp6NSpE0aOHIlZs2bB3t4ee/fuxZAhQ5CTk1OiXx6WL1+OsWPHYtu2bfj555/xv//9D/Hx8WjSpAmysrIwY8YMdO/evdB5Txc8utC5c2coFAqsX78ecrkcarUaPXr0eKk+S/o6ejY3Jb3Ppc1fVlYWZDIZjhw5AplMpnVcUcVigZKeZ2ZmpvULyPM8e80TJ05EfHw8Pv/8c9SoUQNmZmbo0aNHoXv1vOsriaysLHTu3Blz584ttK/glzQiQ2NxTEQG0atXL4wbNw5r1qzBypUrMXLkSM0/7ElJSejSpQvee+89AE8K0TNnzqBWrVrF9ufk5ISrV69qts+ePYvs7GzNdoMGDfDzzz/D2dkZ1tbW5XYdfn5+SEpKwsCBAzVtSUlJz421rI4cOYK8vDzExMRoZpd/+eWXUvdTv3591K9fH1OmTEHTpk2xZs0aNGnSBA0aNEBqaipq1KhR5Hl+fn64dOkSrl69qilk9u/fX6IxDxw4oLW9f/9+eHt7a4o9Y2NjDBw4EMuXL4dcLse7774LMzOzF/a7f/9+eHh4AADu3LmDM2fOwM/PD0DZXkdA+d3nZ9WvXx+5ubnIzMxEixYtijxGLpdrfYCvpOe9rKSkJISFhaFbt24AnhSxz/uwalF8fX3x448/QqVSQaFQAAAOHTqkdUyDBg3w+++/w9PTE8bGLEFImvi0CiIyCEtLS/Tu3RtTpkzB1atXERYWptnn7e2N+Ph4/P3330hJScH777+P69evP7e/N998E19++SWOHTuGw4cPY8SIEVqzXP369YOjoyO6dOmCPXv24MKFC0hMTMTYsWOLfKxcSUVGRiI2NhZLly7F2bNnMX/+fKxbtw4TJ04sc5/FqVGjBtRqNb744gucP38eq1atwtdff13i8y9cuIApU6Zg3759uHjxIuLi4nD27FlNMTlt2jSsXLkSM2bMwMmTJ5GSkoK1a9fif//7HwCgTZs28PHxwcCBA3H8+HHs2bMHU6dOLdHYGRkZiIiIQGpqKn766Sd88cUXGDdunNYxQ4cOxc6dO7Ft2zYMHjy4RP3OnDkTCQkJ+PfffxEWFgZHR0d07doVQNleR8DL3+fi+Pj4oF+/fhgwYADWrVuHCxcu4ODBg4iOjsbmzZsBPFlqk5WVhYSEBNy8eRPZ2dklOu9leXt7Y926dUhOTsbx48fRt2/fUr87UnDO8OHDkZKSgu3bt+Pzzz8H8P/vuIwePRq3b99Gnz59cOjQIaSlpWH79u0YNGhQoV8KiAyFxTERGcyQIUNw584dtGvXTmsd6//+9z80aNAA7dq1Q0hICFxcXDQFT3FiYmLg7u6OFi1aoG/fvpg4caLWMgNzc3P89ddf8PDwQPfu3eHn54chQ4bg0aNHLzWT3LVrVyxatAiff/45ateujW+++QbLly9HSEhImfssTr169TB//nzMnTsXderUwerVqxEdHV3i883NzXH69Gm888478PHxwfDhwzF69Gi8//77AIB27dph06ZNiIuLQ6NGjdCkSRMsWLAAVatWBQAYGRlh/fr1ePjwIYKCgjB06NBCj5orzoABAzTnjR49GuPGjSu0Vtvb2xvBwcGoWbMmGjduXKJ+58yZg3HjxqFhw4a4du0a/vzzT8jlcgBlex0BL3+fn2f58uUYMGAAJkyYAF9fX3Tt2hWHDh3SzH4HBwdjxIgR6N27N5ycnDBv3rwSnfey5s+fDzs7OwQHB6Nz585o164dGjRoUKo+rK2t8eeffyI5ORkBAQGYOnUqpk2bBuD/l+W4ubkhKSkJubm5aNu2LerWrYvw8HDY2tpqrbUnMiRBfHaRHhERkQGIoghvb2+MGjUKERERzz02MTERrVq1wp07d/iNchK2evVqzbObS7JMhkgKuOCHiIgM7saNG1i7di2uXbuGQYMGGTocKqOVK1eievXqqFy5Mo4fP45JkyahV69eLIzplcLimIiIDM7Z2RmOjo5YtmwZ7OzsDB0OldG1a9cwbdo0XLt2Da6urujZs2eJl94QSQWXVRARERER5ePqdyIiIiKifCyOiYiIiIjysTgmIiIiIsrH4piIiIiIKB+LYyIiIiKifCyOiYiIiIjysTgmIiIiIsrH4piIiIiIKB+LYyIiIiKifCyOiYiIiIjysTgmIiIiIsrH4piIiIiIKB+LYyIiIiKifCyOiYiIiIjysTgmIiIiIspnbOgAqGTy8vJw5coVWFlZQRAEQ4dDRERE9EoRRRH379+Hm5sbjIyKnx9mcfyKuHLlCtzd3Q0dBhEREdEr7dKlS6hSpUqx+1kcvyKsrKwAPEmotbW1gaMhIiIierUolUq4u7traqrisDh+RRQspbC2tmZxTERERFRGL1qeyg/kERERERHlY3FMRERERJSPyypIy5k7Z/DjqR9x/t551LCtgQG1BqC6bXVDh0VERK+5IxdvY/M/1wAAHf1d0LCqvYEjoopKEEVRNHQQUVFR2LBhA5KTkw0dynOFhYXh7t272LBhAwAgJCQEAQEBWLhwoc7HViqVsLGxwb1793S25jg5MxnD4obhUe4jTZuZsRmWt1+O2g61dTImERFRTFwqvth5TqttTKsamNjO10ARkc49zgFSNgKXDgLWbkBAX8DSWadDlrSWkkRxnJWVBZVKBQcHB0OH8lzPFse3b9+GiYnJCz/1WB70URwP3T4UB64dKNTeskpLfNn6S52MSUREFVvajSy0mb8bz1YjggAkRLREdSdLwwRGuqO6D6zsAlw+8v9tChug/zqgSqDOhi1pLSWJNceWlpYvXRir1epyPa4k7O3t9VIY68vRzKNFth/LPKbnSF4fOZcuQbk9Do9SUgwdChGRJO06nVmoMAYAUQR2pd7Qf0Cke/u/1i6MAUB1D9gy0TDxPKNUxXFISAg++OADhIeHw87ODpUqVcK3336LBw8eYNCgQbCyskKNGjWwdetWzTm5ubkYMmQIqlWrBjMzM/j6+mLRokVa/UZFRSEgIECznZeXh5kzZ6JKlSpQKBQICAjAtm3bNPvT09MhCAJ+/vlntGzZEqampli9enWRMQuCgKVLl+Ltt9+GhYUFZs2aVaKYcnNzERERAVtbWzg4OODDDz/Es5PsISEhCA8P1xqrYFa5gK2tLWJjYwEAOTk5GDNmDFxdXWFqaoqqVasiOjq6yLhVKhWUSqXWf7rmbF702xnFtVPxxNxcXPloKtLatsPlceNwoVt3XBw0CLn37xs6NCIiSbFUFP/xJwu5TI+RkN6c2VZ0+5VjwP3r+o2lCKWeOV6xYgUcHR1x8OBBfPDBBxg5ciR69uyJ4OBgHD16FG3btkX//v2RnZ0N4EmhW6VKFfz66684deoUpk2bho8++gi//PJLsWMsWrQIMTEx+Pzzz/HPP/+gXbt2ePvtt3H27Fmt4yZPnoxx48YhJSUF7dq1K7a/qKgodOvWDSdOnMDgwYNLFFNMTAxiY2Pxww8/YO/evbh9+zbWr19f2tulZfHixdi4cSN++eUXpKamYvXq1fD09Czy2OjoaNjY2Gj+08e34/Wt2bfI9j41++h87NfN7VWrcG/dOjw9HZK9bz+uz51rwKiIiKTnrTquRRbB5nIZ3qrjaoCISOdMzIpuF4wAY4V+YykqjNKsOQ4JCUFubi727NkD4Mnsqo2NDbp3746VK1cCAK5duwZXV1fs27cPTZo0KbKfMWPG4Nq1a/jtt98AFP5AXuXKlTF69Gh89NFHmnOCgoLQqFEjLFmyBOnp6ahWrRoWLlyIcePGPf8CBQHh4eFYsGDBc497NiY3NzeMHz8ekZGRAIDHjx+jWrVqaNiwYbEfyBMEAevXr0fXrl01/dra2mLhwoUICwvD2LFjcfLkSezYseOFD6BWqVRQqVSa7YJvddHlmmNRFLH0+FL8eOpH3Fffh7XcGmG1wzDMf5hOxnudne/WHaoillIIpqbwPXwIgjEfFENEVOCvMzcQ/nMybj/IAQDYW8ixoHcAWvo4GTgy0oljq4E/RhVu9+0I9Fmjs2FLuua41P9C+/v7a/4sk8ng4OCAunXratoqVaoEAMjMzNS0LVmyBD/88AMyMjLw8OFD5OTkaC2jeDbwK1euoFmzZlrtzZo1w/Hjx7XaAgNLtmi7qOOeF9O9e/dw9epVNG7cWHO8sbExAgMDCy2tKI2wsDCEhobC19cX7du3R6dOndC2bdsij1UoFFAo9PvbkyAIGBUwCoPrDMaNhzfgbO4Mhczwv8G9isT8d04KtatUEPPy8PxfjYiIKpY3fJywb8qb2Jd2CwDQ1MsBCmMuqXhtBfQFrh4HDn0LiHlP2io3BDovNGhYBUq9rMLExERrWxAErbaCGdG8vCcXu3btWkycOBFDhgxBXFwckpOTMWjQIOTk5LxM3AAACwuLMh2nq5gEQShUPD/9AcAGDRrgwoUL+OSTT/Dw4UP06tULPXr0eKkxdcHU2BTuVu4sjF+CZUjLItstmjaFkVyu52iIiKRPYSxDiK8zQnydWRi/7gQB6DAPGHcc6BkLDNkBDNup80e5lZTO39tNSkpCcHAwRo36/+nztLS0Yo+3traGm5sbkpKS0LLl/xcYSUlJCAoK0ktMNjY2cHV1xYEDB/DGG28AeLKs4siRI2jQoEGx/To5OeHq1aua7bNnz2rWXhewtrZG79690bt3b/To0QPt27fH7du3YW/Ph52/Thzefx9Ze5OQ89TrSmZvD+fJkwwYFRERkYTYejz5T2J0Xhx7e3tj5cqV2L59O6pVq4ZVq1bh0KFDqFatWrHnREZGYvr06fDy8kJAQACWL1+O5OTkYp9IoYuYxo0bhzlz5sDb2xs1a9bE/Pnzcffu3ef2++abb+LLL79E06ZNkZubi0mTJmnNqs+fPx+urq6oX78+jIyM8Ouvv8LFxQW2trblcl0kHcb29qj2269Qbt6MR6dOwcTdAzZdu8DYzs7QoREREdFz6Lw4fv/993Hs2DH07t0bgiCgT58+GDVqlNbj3p41duxY3Lt3DxMmTEBmZiZq1aqFjRs3wtvbW28xTZgwAVevXsXAgQNhZGSEwYMHo1u3brh3716x/cbExGDQoEFo0aIF3NzcsGjRIhw58v/P8bOyssK8efNw9uxZyGQyNGrUCFu2bIGRkSQeN03lzMjMDLYSXDZDRERExZPEN+RNmTIFe/bswd69ew0dimTp4xvyiIiIiF5Xr8Q35ImiiLS0NCQkJKB27dqGDIWIiIiIyLDF8b1791CrVi3I5XKtZxoTERERERmCQb+JwNbWVuuLLqh4Batf9PE10kRERESvm4Ia6kUrivk1Xa+I+/fvA4BevkaaiIiI6HV1//592NjYFLtfEh/IoxfLy8vDlStXYGVl9cKvnn5ZBV9VfenSJX74rxzwfpYf3svyw3tZfngvyw/vZfnhvSxMFEXcv38fbm5uz31SGGeOXxFGRkaoUqWKXse0trbmX6hyxPtZfngvyw/vZfnhvSw/vJflh/dS2/NmjAvwAbtERERERPlYHBMRERER5WNxTIUoFApMnz4dCoXC0KG8Fng/yw/vZfnhvSw/vJflh/ey/PBelh0/kEdERERElI8zx0RERERE+VgcExERERHlY3FMRERERJSPxTERERERUT4WxxXAX3/9hc6dO8PNzQ2CIGDDhg3PPT4xMRGCIBT679q1a1rHLVmyBJ6enjA1NUXjxo1x8OBBHV6FNOjiXkZHR6NRo0awsrKCs7MzunbtitTUVB1fieHp6nVZYM6cORAEAeHh4eUfvMTo6l5evnwZ7733HhwcHGBmZoa6devi8OHDOrwSw9PFvczNzcXHH3+MatWqwczMDF5eXvjkk0/wun8evrT3EgBUKhWmTp2KqlWrQqFQwNPTEz/88IPWMb/++itq1qwJU1NT1K1bF1u2bNHRFUiHLu7lt99+ixYtWsDOzg52dnZo06ZNhfh3vCRYHFcADx48QL169bBkyZJSnZeamoqrV69q/nN2dtbs+/nnnxEREYHp06fj6NGjqFevHtq1a4fMzMzyDl9SdHEvd+/ejdGjR2P//v2Ij4+HWq1G27Zt8eDBg/IOX1J0cS8LHDp0CN988w38/f3LK1xJ08W9vHPnDpo1awYTExNs3boVp06dQkxMDOzs7Mo7fEnRxb2cO3culi5dii+//BIpKSmYO3cu5s2bhy+++KK8w5eUstzLXr16ISEhAd9//z1SU1Px008/wdfXV7P/77//Rp8+fTBkyBAcO3YMXbt2RdeuXfHvv//q4hIkQxf3MjExEX369MGuXbuwb98+uLu7o23btrh8+bIuLuHVIlKFAkBcv379c4/ZtWuXCEC8c+dOsccEBQWJo0eP1mzn5uaKbm5uYnR0dDlFKn3ldS+flZmZKQIQd+/e/XIBvkLK817ev39f9Pb2FuPj48WWLVuK48aNK7c4XwXldS8nTZokNm/evHyDe8WU173s2LGjOHjwYK227t27i/369SuHKF8NJbmXW7duFW1sbMRbt24Ve0yvXr3Ejh07arU1btxYfP/998sjzFdCed3LZz1+/Fi0srISV6xY8ZIRvvo4c0zFCggIgKurK0JDQ5GUlKRpz8nJwZEjR9CmTRtNm5GREdq0aYN9+/YZIlTJK+5eFuXevXsAAHt7e32E9sp50b0cPXo0OnbsqPX6pKI9715u3LgRgYGB6NmzJ5ydnVG/fn18++23BopU+p53L4ODg5GQkIAzZ84AAI4fP469e/firbfeMkSoklXwmps3bx4qV64MHx8fTJw4EQ8fPtQcs2/fvkJ/t9u1a8d/e55Rknv5rOzsbKjVav7bA8DY0AGQ9Li6uuLrr79GYGAgVCoVvvvuO4SEhODAgQNo0KABbt68idzcXFSqVEnrvEqVKuH06dMGilqaXnQvn5WXl4fw8HA0a9YMderUMUDE0lWSe7l27VocPXoUhw4dMnC00laSe3n+/HksXboUERER+Oijj3Do0CGMHTsWcrkcAwcONPAVSEdJ7uXkyZOhVCpRs2ZNyGQy5ObmYtasWejXr5+Bo5eW8+fPY+/evTA1NcX69etx8+ZNjBo1Crdu3cLy5csBANeuXSvy357iPntQUZXkXj5r0qRJcHNz48QCwGUVFQ1K8HZMUd544w3xvffeE0VRFC9fviwCEP/++2+tYyIjI8WgoKDyCPOVUB738lkjRowQq1atKl66dOklo3u1lMe9zMjIEJ2dncXjx49r9nNZRck9+7o0MTERmzZtqnXMBx98IDZp0uRlQ3xllNe9/Omnn8QqVaqIP/30k/jPP/+IK1euFO3t7cXY2NhyjFbaSnIvQ0NDRVNTU/Hu3buatt9//10UBEHMzs4WRfHJ63LNmjVa5y1ZskR0dnYu95ilqrzu5dOio6NFOzs7rZ+fFRmXVVCJBAUF4dy5cwAAR0dHyGQyXL9+XeuY69evw8XFxRDhvVKevpdPGzNmDDZt2oRdu3ahSpUqBojs1fP0vTxy5AgyMzPRoEEDGBsbw9jYGLt378bixYthbGyM3NxcA0crbc++Ll1dXVGrVi2tY/z8/JCRkaHv0F45z97LyMhITJ48Ge+++y7q1q2L/v37Y/z48YiOjjZglNLj6uqKypUrw8bGRtPm5+cHURTx33//AQBcXFz4b08JlOReFvj8888xZ84cxMXFVZgPMb8Ii2MqkeTkZLi6ugIA5HI5GjZsiISEBM3+vLw8JCQkoGnTpoYK8ZXx9L0EAFEUMWbMGKxfvx47d+5EtWrVDBjdq+Xpe9m6dWucOHECycnJmv8CAwPRr18/JCcnQyaTGThaaXv2ddmsWbNCjxQ8c+YMqlatqu/QXjnP3svs7GwYGWn/cyuTyZCXl6fv0CStWbNmuHLlCrKysjRtZ86cgZGRkWbCoGnTplr/9gBAfHw8/+15RknuJQDMmzcPn3zyCbZt24bAwEBDhCpJXHNcAWRlZWnNYly4cAHJycmwt7eHh4cHpkyZgsuXL2PlypUAgIULF6JatWqoXbs2Hj16hO+++w47d+5EXFycpo+IiAgMHDgQgYGBCAoKwsKFC/HgwQMMGjRI79enT7q4l6NHj8aaNWvwxx9/wMrKSrN2zsbGBmZmZvq9QD0q73tpZWVVaJ22hYUFHBwcXvv127p4XY4fPx7BwcGYPXs2evXqhYMHD2LZsmVYtmyZ3q9Pn3RxLzt37oxZs2bBw8MDtWvXxrFjxzB//nwMHjxY79enT6W9l3379sUnn3yCQYMGYcaMGbh58yYiIyMxePBgzc/CcePGoWXLloiJiUHHjh2xdu1aHD58mK/LMtzLuXPnYtq0aVizZg08PT01//ZYWlrC0tJS/xcpJQZe1kF6UPCooWf/GzhwoCiKojhw4ECxZcuWmuPnzp0renl5iaampqK9vb0YEhIi7ty5s1C/X3zxhejh4SHK5XIxKChI3L9/v56uyHB0cS+L6g+AuHz5cv1dmAHo6nX5tIqy5lhX9/LPP/8U69SpIyoUCrFmzZrismXL9HRFhqOLe6lUKsVx48aJHh4eoqmpqVi9enVx6tSpokql0uOV6V9p76UoimJKSorYpk0b0czMTKxSpYoYERFRaI3sL7/8Ivr4+IhyuVysXbu2uHnzZj1dkeHo4l5WrVq1yD6nT5+uvwuTKEEUX/Ov6CEiIiIiKiGuOSYiIiIiysfimIiIiIgoH4tjIiIiIqJ8LI6JiIiIiPKxOCYiIiIiysfimIiIiIgoH4tjIiIiIqJ8LI6JiIiIiPKxOCYiKiFPT08sXLjwpY95WbGxsbC1tdXpGACwYcMG1KhRAzKZDOHh4Tof73lCQkIMHkNJ6Cs3RKQ7LI6JqMK7dOkSBg8eDDc3N8jlclStWhXjxo3DrVu3St3XoUOHMHz48HKLrahiu3fv3jhz5ky5jVGc999/Hz169MClS5fwySef6Hw8AEhMTIQgCLh7965W+7p16/QWAxFVbCyOiahCO3/+PAIDA3H27Fn89NNPOHfuHL7++mskJCSgadOmuH37dqn6c3Jygrm5uY6ifcLMzAzOzs46HSMrKwuZmZlo164d3NzcYGVlpdPxXsTe3t7gMRBRxcDimIgqtNGjR0MulyMuLg4tW7aEh4cH3nrrLezYsQOXL1/G1KlTtY6/f/8++vTpAwsLC1SuXBlLlizR2v/sTO/du3cxdOhQODk5wdraGm+++SaOHz/+f+3cbUyV5R/A8e9Bk0Co8MgQkR0MJI9GIGUJbSEQAk5DWgiIAka2gW3AcsbWHCU5phmUhmhbU3DgEl3NQiUzkETMDiELdgJFQVc8+MALiTSF6/9CuMeJgw9ka//5+2znxfVw/+7fdd0vuM7FdR+La77++mvmzp3Lo48+yuTJk4mOjgZuHyVob28nMzMTnU6HTqcDLP9139LSgk6n49dff7WImZ+fj6enp1ZubGwkMjISBwcHXFxcWLFiBZcvX7Y6J1VVVdpCNCQkBJ1OR1VVFe+99x5+fn4WfT/++GM8PDy0cnJyMkuWLGHz5s24urqi1+tZvXo1N2/e1PrcuHGDd955B3d3d2xtbfHy8uLzzz+nra2N4OBgAJycnNDpdCQnJ2tzMfxYRU9PD4mJiTg5OWFvb09kZCRnzpzR2ofmqKKiAqPRiIODAxEREXR0dFgd88DAANOmTaOwsNCivr6+HhsbG9rb2wHIy8vDx8eHiRMn4u7uTlpaGr29vVZjDp+P4TIyMpg/f77FvXNzc5k+fTp2dnb4+vqyb9++UWMKIf5dsjgWQjy0rl69SkVFBWlpadjZ2Vm0TZkyhYSEBL744guUUlr9hx9+iK+vL/X19WRlZZGens6RI0dGvUdMTAzd3d0cOnSIuro6/P39CQ0N1Xaky8vLiY6OZuHChdTX13P06FGef/554PZRgmnTprF+/Xo6OjqsLuy8vb157rnnKCkpsagvKSlh2bJlwO0FekhICHPmzMFkMnH48GG6urpYunSp1ZwDAwNpbm4GYP/+/XR0dBAYGHi36dRUVlbS2tpKZWUlRUVF7Nq1i127dmntiYmJ7Nmzhy1btmA2m9mxYwcODg64u7uzf/9+AJqbm+no6OCTTz6xeo/k5GRMJhMHDhygtrYWpRQLFy60WIT39fWxefNmdu/eTXV1NRcuXGDNmjVW49nY2BAfH09paalFfUlJCS+++CIGg0Hrt2XLFpqamigqKuL7779n7dq19zw31uTm5lJcXMz27dtpamoiMzOT5cuXc+zYsX8UVwgxRkoIIR5SJ0+eVID68ssvrbbn5eUpQHV1dSmllDIYDCoiIsKiT2xsrIqMjNTKBoNB5efnK6WU+uGHH9Rjjz2mrl+/bnGNp6en2rFjh1JKqYCAAJWQkDBqjsPjDdm5c6d6/PHHtXJ+fr7y9PTUys3NzQpQZrNZKaVUTk6OWrBggUWMixcvKkA1NzdbvW9PT48CVGVlpVaXnZ2tfH19Lfrl5+crg8GglZOSkpTBYFC3bt3S6mJiYlRsbKxFbkeOHLF638rKSgWonp4ei/qgoCCVnp6ulFKqpaVFAaqmpkZrv3z5srKzs1N79+5VSt2eI0CdPXtW61NQUKBcXFys3lcpperr65VOp1Pt7e1KKaX6+/uVm5ubKiwsHPWasrIypdfrtfLfn01SUpKKioqyuCY9PV0FBQUppZS6fv26sre3VydOnLDok5KSouLj40e9rxDi3yM7x0KIh54atjN8NwEBASPKZrPZat+GhgZ6e3vR6/U4ODhon/Pnz9Pa2grA6dOnCQ0NHXvyQFxcHG1tbZw8eRK4vdvp7+/PzJkztTwqKystchhqG8rjQZo9ezbjxo3Tyq6urnR3dwO3xztu3DiCgoLGHN9sNjN+/HheeOEFrU6v1/PUU09ZPAt7e3uLoyXD87DGz88Po9Go7R4fO3aM7u5uYmJitD7fffcdoaGhuLm54ejoyIoVK7hy5Qp9fX1jGsvZs2fp6+sjLCzM4vkUFxf/K89GCHF34//rBIQQ4r/i5eWFTqfDbDZr53yHM5vNODk54ezsPKb4vb29uLq6UlVVNaJt6Mzw349zjMWUKVMICQmhtLSUefPmUVpaSmpqqkUeixcvZuPGjSOudXV1vef72NjYjPgiMfwYw5BHHnnEoqzT6RgYGAAezHjvlbU87vZFKCEhgdLSUrKysigtLSUiIgK9Xg9AW1sbixYtIjU1lQ0bNjBp0iSOHz9OSkoKf/31l9UXMe82Z0PnlcvLy3Fzc7PoZ2tre++DFUI8MLJzLIR4aOn1esLCwti2bRt//vmnRVtnZyclJSXExsZqL8IB2u7s8LLRaLQa39/fn87OTsaPH4+Xl5fFZ/LkyQA888wzHD16dNQcJ0yYQH9//13HMnQ+ura2lnPnzhEXF2eRR1NTEx4eHiPymDhx4l1jD3F2dqazs9NisXf69Ol7vh7Ax8eHgYGBUc/TTpgwAeCOYzYajdy6dYsff/xRq7ty5QrNzc3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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "runs_metadata = [\n", + " RunMetadata(data_dir / \"large_tokamak_1_MFILE.DAT\", \"large tokamak 1\"),\n", + " RunMetadata(data_dir / \"large_tokamak_2_MFILE.DAT\", \"large tokamak 2\"),\n", + " RunMetadata(data_dir / \"large_tokamak_3_MFILE.DAT\", \"large tokamak 3\"),\n", + " RunMetadata(data_dir / \"large_tokamak_4_MFILE.DAT\", \"large tokamak 4\"),\n", + "]\n", + "\n", + "fig6, df6 = plot_mfile_solutions(\n", + " runs_metadata,\n", + " \"4 large tokamak solutions normalised to the range of the optimisation parameters\",\n", + " normalisation_type=\"range\",\n", + ")\n", + "df6" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Actual values" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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tagobjf_namenorm_objfitvar001_nameitvar001itvar002_nameitvar002itvar003_nameitvar003itvar004_name...itvar041_nameitvar041itvar042_nameitvar042itvar043_nameitvar043itvar044_nameitvar044itvar045_nameitvar045
0large tokamak 1major radius1.60beta0.033648dene8.066700e+19fwalld0.50758ffuspow...cpttf89795.0ralpne0.083954oh_steel_frac0.51868fimp(13)0.000571dr_tf_wp0.50416
1large tokamak 2major radius1.63beta0.034648dene8.056700e+19fwalld0.50258ffuspow...cpttf89795.0ralpne0.083954oh_steel_frac0.51868fimp(13)0.000571dr_tf_wp0.50416
2large tokamak 3major radius1.50beta0.033648dene8.066700e+19fwalld0.50758ffuspow...cpttf88795.0ralpne0.081954oh_steel_frac0.52868fimp(13)0.000531dr_tf_wp0.57416
3large tokamak 4major radius1.52beta0.037648dene8.366700e+19fwalld0.55758ffuspow...cpttf89795.0ralpne0.083954oh_steel_frac0.51868fimp(13)0.000571dr_tf_wp0.50416
\n", + "

4 rows × 93 columns

\n", + "
" + ], + "text/plain": [ + " tag objf_name norm_objf itvar001_name itvar001 \\\n", + "0 large tokamak 1 major radius 1.60 beta 0.033648 \n", + "1 large tokamak 2 major radius 1.63 beta 0.034648 \n", + "2 large tokamak 3 major radius 1.50 beta 0.033648 \n", + "3 large tokamak 4 major radius 1.52 beta 0.037648 \n", + "\n", + " itvar002_name itvar002 itvar003_name itvar003 itvar004_name ... \\\n", + "0 dene 8.066700e+19 fwalld 0.50758 ffuspow ... \n", + "1 dene 8.056700e+19 fwalld 0.50258 ffuspow ... \n", + "2 dene 8.066700e+19 fwalld 0.50758 ffuspow ... \n", + "3 dene 8.366700e+19 fwalld 0.55758 ffuspow ... \n", + "\n", + " itvar041_name itvar041 itvar042_name itvar042 itvar043_name itvar043 \\\n", + "0 cpttf 89795.0 ralpne 0.083954 oh_steel_frac 0.51868 \n", + "1 cpttf 89795.0 ralpne 0.083954 oh_steel_frac 0.51868 \n", + "2 cpttf 88795.0 ralpne 0.081954 oh_steel_frac 0.52868 \n", + "3 cpttf 89795.0 ralpne 0.083954 oh_steel_frac 0.51868 \n", + "\n", + " itvar044_name itvar044 itvar045_name itvar045 \n", + "0 fimp(13) 0.000571 dr_tf_wp 0.50416 \n", + "1 fimp(13) 0.000571 dr_tf_wp 0.50416 \n", + "2 fimp(13) 0.000531 dr_tf_wp 0.57416 \n", + "3 fimp(13) 0.000571 dr_tf_wp 0.50416 \n", + "\n", + "[4 rows x 93 columns]" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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8c53txMTEiKWlZbby5xl6LDz76duLHD58OMexknXcPDvG09LSxMPDQ/7zn/9oy1avXi0WFhbyxx9/6Cy/dOlSASD79u3Lcfvp6eni7u4uNWvWlEePHmnLt2zZIgDks88+05ZlXWx4//33tWUajUY6dOgg1tbW2vPQnTt3sl3Ny5JTcqxSqXTG67JlywSAeHh46PyhnPU+9Gzd/Bzjjx8/zvY+Ex8fLyqVSiZPnqwty23/PL/drPPB1KlTdep169ZNFAqFzjg2dGzrk3WeK1eunE7f/PjjjwJA5s+fry3Td5xOnz5dFAqFXL58WactAGTMmDHZ6ud1HdOmTdOW3b9/X2xtbUWhUEhkZKS2POv8/+wYMfS8m9v4atOmjdSqVUsnz9BoNNKkSROpUqWKtiy39ytnZ2cZMmRItnUXRL6/kHf37l189tlnGD9+PMqUKZPf1eiwtbXV/v/+/ft48OABgoODcfTo0Wx1W7RogerVq+uUbdu2DY0bN0adOnW0Za6urujbt69OvZ07dyIxMRG9e/fGP//8o30plUo0bNgQu3fvzlf8u3btQnp6OoYPHw4Li3+7duDAgXBycsKvv/6abZm1a9eiZ8+eePfdd7Fs2TKd5ZRKJaytrQE8vf/v3r17ePLkCerXr6+3T7p37w5nZ2ftdMOGDQEAb775ps49Yw0bNkR6ejquXbumLXu275OTk/HPP/8gODgYDx8+xLlz5/IUtz5ZcW3fvh0PHz7UW2fr1q0AgBEjRuiUjxw5EgD09p8p3bhxA8ePH8eAAQPg6uqqLQ8MDETbtm218T7rvffe05kODg7G3bt3kZSUBODfexo3b94MjUaT55hCQkLg5+enE4uTkxP+/vtvAIBarcaOHTvQtWtX+Pr6aut5enqiT58+2Lt3rzaWLAMHDoRSqcy2LQcHB/Tq1Us7XbVqVbi4uKBatWrasQX8O86yYgB0x1NGRgbu3r2LypUrw8XFRe/YzY2LiwtSU1Oxc+fOHOusW7cOwcHBKFWqlM4xHRISArVajd9//x3A0zFmaWmJ//73v9pllUol3n///TzF9Lz8HPt58aL9LiL46aef0KlTJ4iITh+EhobiwYMHBvW7vvMqkLdzsyFjdNeuXejatSu8vLy09SpXrozXXntNZ10bNmyARqNBjx49dNrk4eGBKlWq5Hquzs+xYAwODg548803tdPW1tZo0KCBzvGxbt06VKtWDQEBATrtat26NQDk2q6//voLt2/fxuDBg3XuB+/QoQMCAgL0jrVnHwWY9WjA9PR07Nq1K9/tbNOmjc5j0bLOA//5z3/g6OiYrfzZ9j/PkGNcpVJpjy21Wo27d+/CwcEBVatWzfM5JcvWrVuhVCrxwQcf6JSPHDkSIoLffvtNp/xFY/tF+vfvr9M33bp1g6enp857ybPHWmpqKv755x80adIEIoJjx45lW+ez57L8ruOdd97R/t/FxQVVq1aFvb09evTooS3POv8/P44NOe/m5N69e/jf//6HHj16aPOOf/75B3fv3kVoaChiY2N18hRA//uVi4sLDh06hOvXr+e6vbzI9132n376KVxdXQv8pvKsLVu2YOrUqTh+/DjS0tK05fqesVipUqVsZZcvX0bjxo2zlVeuXFlnOjY2FgC0J6LnOTk55SnuZ7cPPB1Ez7K2toavr692fpb4+Hi8+eab6N69OxYsWKB3nStXrsTs2bNx7tw5ZGRkaMv1tb9ChQo601kJqbe3t97y+/fva8tOnz6NTz/9FP/73/+yvWE8ePAgz3E/r1KlShgxYgTmzJmDNWvWIDg4GJ07d8abb76pjefy5cuwsLDItr88PDzg4uKSrf9MLaf9CQDVqlXD9u3bs30h4Pl9UKpUKQBP+9rJyQk9e/bE8uXL8c4772DMmDFo06YN3njjDXTr1u2Ff2DoW3/WNrL25Z07d/Dw4cMcY9ZoNLhy5Qpq1KihLdc3lgCgfPny2Y49Z2dng8bTo0ePMH36dISHh+PatWsQEe2858fTiwwePBg//vgjXnvtNZQrVw6vvvoqevTogXbt2mnrxMbG4uTJkzn+oX779m0AT/epp6cnHBwcdObr66+8yOuxn1eG7PfExER8/fXX+Prrr/WuI6sPcpPTWMjLuflFsd6+fRuPHj3KdpwD+s/VIoIqVarojSu3L1jl51gwBn3HTalSpXDy5EntdGxsLM6ePfvC8apPbuelgIAA7N27V6fMwsJC548DAPD39weAAj11pSDvN88z5BjXaDSYP38+Fi9ejPj4eKjVau280qVL56sNly9fhpeXl07CCjwdH1nzn/Wisf0iz49jhUKBypUr6+yHhIQEfPbZZ/j555+zrff5c6elpaXep6rkZR02NjbZxqGzs3OO5/9n12foeTcnFy9ehIhg/PjxGD9+fI7rKFeunHZa3znqiy++QFhYGLy9vVGvXj20b98e/fv3zzbu8yJfyXFsbCy+/vprzJs3TydTf/z4MTIyMnDp0iU4OTnpXG17kT/++AOdO3dG8+bNsXjxYnh6esLKygrh4eH4/vvvs9V/9i+jvMq6Yrd69Wp4eHhkm2/sb+bmxNPTU/tX419//ZXtuZrfffcdBgwYgK5du2L06NFwd3eHUqnE9OnTERcXl219+q7+5VaelbAkJiaiRYsWcHJywuTJk+Hn5wcbGxscPXoUH3/8cbYrnC+KOyezZ8/GgAEDsHnzZuzYsQMffPABpk+fjoMHD+oc4Pl54HxOyzx7Ai0ML+prW1tb/P7779i9ezd+/fVXbNu2DT/88ANat26NHTt25Li8oevPj5yOpfyOJwB4//33ER4ejuHDh6Nx48baH1bo1atXnq+Yu7u74/jx49i+fTt+++03/PbbbwgPD0f//v2xcuVKAE+P6bZt2+Kjjz7Su46sZKC4elGfZ/Xpm2++ibCwML11AwMDX7gdfWMhr+dmY45RjUYDhUKB3377LcdPN4oaQ9qv0WhQq1YtzJkzR2/d5xPMoqgg54fnGXKMT5s2DePHj8f//d//YcqUKXB1dYWFhQWGDx+er0/h8sMU599nqdVqtG3bFvfu3cPHH3+MgIAA2Nvb49q1axgwYEC2dj57NT2/6yjIfizoeTcrllGjRiE0NFRvnef/YNZ3jurRoweCg4OxceNG7NixA19++SVmzpyJDRs2ZPs0ylD5ygKvXbsGjUaDDz74INvHEcDTzH7YsGF5+qGFn376CTY2Nti+fTtUKpW2PDw83OB1VKxYERcvXsxW/nxZ1sci7u7uCAkJMXj9WXJKxCpWrAgAOH/+vM5fLOnp6YiPj8+2LRsbG2zZsgWtW7dGu3btsGfPHp2rGOvXr4evry82bNigs80JEybkOebcREdH4+7du9iwYQOaN2+uLY+Pj9db/0Vx56ZWrVqoVasWPv30U+zfvx9NmzbF0qVLMXXqVFSsWBEajQaxsbHav9wB4NatW0hMTNT2rz5ZV2iff06svit2hibfz+7P5507dw5ubm75eoyMhYUF2rRpgzZt2mDOnDmYNm0axo0bh927d+drPD6rTJkysLOzyzFmCwuLQnnjXb9+PcLCwjB79mxt2ePHj/P9HF9ra2t06tQJnTp1gkajweDBg7Fs2TKMHz8elStXhp+fH1JSUl7YfxUrVkRUVBRSUlJ0EitDn31qrGPf0PUaqkyZMnB0dIRarS7wGHqeMc7Nz3J3d4eNjY3B52oRQaVKlfL8B46pjgVj/Fqcn58fTpw4gTZt2uR5fc+Otec//Tx//ny286RGo8Hff/+t038XLlwAAO1tEcb+Bbz8eNExvn79erRq1QorVqzQWS4xMRFubm7a6by0pWLFiti1axeSk5N1rh5n3UqY23tOfmR9ap1FRHDx4kXtH64xMTG4cOECVq5cif79+2vr5Xa7yfOMsQ5DGXrezWmfZJ0rraysCnze8vT0xODBgzF48GDcvn0bdevWxeeff57v5Dhf9xzXrFkTGzduzPaqUaMGKlSogI0bN+Ltt9/O0zqVSiUUCoXOlb5Lly7l6Sc8Q0NDceDAAZ2Hf9+7dw9r1qzJVs/JyQnTpk3TuVUhS9YzL3OSlRA9/0YfEhICa2trfPXVVzp/Xa1YsQIPHjxAhw4dsq3L2dkZ27dvh7u7O9q2batzRTjrL7dn13Xo0CEcOHAg1/jySt920tPTsXjx4hyXyS1ufZKSkvDkyROdslq1asHCwkL7MW379u0BINsfVVlXV/T1X5asP3ievcdJrVbr/YjZ3t7eoI/2PT09UadOHaxcuVJnX586dQo7duzQxpsX9+7dy1aWdY/8sx9X55dSqcSrr76KzZs363xUd+vWLXz//fdo1qxZvm8bymscz19NWbBgQb6u5N+9e1dn2sLCQvtmktVnPXr0wIEDB7B9+/ZsyycmJmrHXvv27fHkyRMsWbJEO1+tVht8e5Axj31D1msopVKJ//znP/jpp59w6tSpbPNfdE570boLem5+fn0hISHYtGmTziePFy9ezHaP5xtvvAGlUolJkyZlG08ikm1sPL8dUxwLBd1XwNPxeu3aNXzzzTfZ5j169Aipqak5Llu/fn24u7tj6dKlOueM3377DWfPntU71hYuXKj9v4hg4cKFsLKyQps2bQAAdnZ2AArWpoIw5BjXd05Zt25dtntS87J/2rdvD7VardM/ADB37lwoFIp8J1Y5WbVqFZKTk7XT69evx40bN7Tb0fdeLCKYP3++wdswxjoMZeh5N6fx5e7ujpYtW2LZsmW4ceNGtnUYct5Sq9XZ3s/d3d3h5eVVoPfUfF05dnNzQ9euXbOVZyU1+ua9SIcOHTBnzhy0a9cOffr0we3bt7Fo0SJUrlxZ516t3Hz00Uf47rvv0LZtW7z//vuwt7fH8uXLUaFCBdy7d0/714uTkxOWLFmCfv36oW7duujVqxfKlCmDhIQE/Prrr2jatGm2g+VZderUgVKpxMyZM/HgwQOoVCq0bt0a7u7uGDt2LCZNmoR27dqhc+fOOH/+PBYvXoxXXnlF50saz3Jzc8POnTvRrFkzhISEYO/evShXrhw6duyIDRs24PXXX0eHDh0QHx+PpUuXonr16khJSclzH+ekSZMmKFWqFMLCwvDBBx9AoVBg9erVL/yoKKe49fnf//6HoUOHonv37vD398eTJ0+wevVq7Zs6ANSuXRthYWH4+uuvtbd6/Pnnn1i5ciW6du2KVq1a5RhLjRo10KhRI4wdOxb37t2Dq6srIiMjsyXkAFCvXj388MMPGDFiBF555RU4ODigU6dOetf75Zdf4rXXXkPjxo3x9ttv49GjR1iwYAGcnZ0xceLEXPtHn8mTJ+P3339Hhw4dULFiRdy+fRuLFy9G+fLl0axZszyvT5+pU6dq98vgwYNhaWmJZcuWIS0tDV988YVRtvEiHTt2xOrVq+Hs7Izq1avjwIED2LVrV77uDXznnXdw7949tG7dGuXLl8fly5exYMEC1KlTR/sJw+jRo/Hzzz+jY8eOGDBgAOrVq4fU1FTExMRg/fr1uHTpEtzc3NCpUyc0bdoUY8aMwaVLl1C9enVs2LDB4PugjX3sZ6lXrx4AYNy4cejVqxesrKzQqVOnPH0yMWPGDOzevRsNGzbEwIEDUb16ddy7dw9Hjx7Frl279P5hZghjnJufN3HiROzYsQNNmzbFf//7X22CUrNmTZ2LG35+fpg6dSrGjh2LS5cuoWvXrnB0dER8fDw2btyIQYMGYdSoUTluxxTHgp+fH1xcXLB06VI4OjrC3t4eDRs2zPF+bX369euHH3/8Ee+99x52796Npk2bQq1W49y5c/jxxx+xffv2HG9Xs7KywsyZM/HWW2+hRYsW6N27N27duoX58+fDx8cHH374oU59GxsbbNu2DWFhYWjYsCF+++03/Prrr/jkk0+094ra2tqievXq+OGHH+Dv7w9XV1fUrFkTNWvWzFcf5ZUhx3jHjh0xefJkvPXWW2jSpAliYmKwZs2abPeV5mX/dOrUCa1atcK4ceNw6dIl1K5dGzt27MDmzZsxfPhwnS/fGYOrqyuaNWuGt956C7du3cK8efNQuXJlDBw4EMDTe8b9/PwwatQoXLt2DU5OTvjpp58MvqfZWOswlKHn3dzG16JFi9CsWTPUqlULAwcOhK+vL27duoUDBw7g6tWrOHHiRK4xJCcno3z58ujWrRtq164NBwcH7Nq1C4cPH9b55DLPjPnoi4I+ym3FihVSpUoVUalUEhAQIOHh4bk+gFyfY8eOSXBwsKhUKilfvrxMnz5dvvrqKwGgfR5plt27d0toaKg4OzuLjY2N+Pn5yYABA+Svv/56YfzffPON+Pr6ilKpzPZop4ULF0pAQIBYWVlJ2bJl5b///a9BPwJy8eJF8fT0lGrVqsmdO3dEo9HItGnTpGLFiqJSqSQoKEi2bNmSre9yegxR1uNjnn98WtYjUQ4fPqwt27dvnzRq1Ej70PqPPvpI+4iuZ9tmSNz6/P333/J///d/4ufnp/1RiFatWsmuXbt06mVkZMikSZOkUqVKYmVlJd7e3gb9CIjI0+fQhoSEiEqlkrJly8onn3wiO3fuzNaGlJQU6dOnj7i4uAjw4h8B2bVrlzRt2lRsbW3FyclJOnXqlOOPgDzf/ucfMRcVFSVdunQRLy8vsba2Fi8vL+ndu3e2R+Hok9O4r1ixooSFhemUHT16VEJDQ8XBwUHs7OykVatWsn//fr2xPTsOsuR0LFesWFE6dOjwwtju378vb731lri5uYmDg4OEhobKuXPnssVqyKPc1q9fL6+++qr2hy0qVKgg7777rty4cUMnhuTkZBk7dqxUrlxZrK2txc3NTZo0aSKzZs3Sec7w3bt3pV+/ftofAenXr59BPwKSpaDHfk6mTJki5cqVEwsLC50xk5f9fuvWLRkyZIh4e3uLlZWVeHh4SJs2beTrr79+4fZzO68W9NysL9aoqCgJCgrS/nDA8uXLZeTIkWJjY5Nt+Z9++kmaNWsm9vb2Ym9vLwEBATJkyBA5f/78C9tlyLGQl0e5iYhs3rxZ+0Mpz46bnI4bfe936enpMnPmTKlRo4aoVCopVaqU1KtXTyZNmiQPHjx4YQw//PCDBAUFiUqlEldXV4N/BKRs2bIyYcKEbI9F279/v9SrV0+sra11Hrtl6H7Oy/tQfo7xx48fy8iRI8XT01NsbW2ladOmcuDAAb3vBTntH337ITk5WT788EPx8vISKysrqVKlSq4/AvI8fWP7eVl9sHbtWhk7dqy4u7uLra2tdOjQQefRaiIiZ86ckZCQEHFwcBA3NzcZOHCg9pFxz56fsvatPgVdR17O/4aed3MaXyJP37v79+8vHh4eYmVlJeXKlZOOHTvK+vXrtXVyer9KS0uT0aNHS+3atbU/9FO7dm1ZvHix3r4xlELESHeSF2HDhw/HsmXLkJKS8sIvPBERkXl07doVp0+fznZvJuXPgAEDsH79eqN+0kh5Fx0djVatWmHdunXo1q2bucMhA+T7OcdF1aNHj3Sm7969i9WrV6NZs2ZMjImIiojnz9WxsbHYunUrWrZsaZ6AiIgyFc4zywpR48aN0bJlS1SrVg23bt3CihUrkJSUlOMz9IiIqPD5+vpiwIAB2udAL1myBNbW1jk+FoqIqLCUuOS4ffv2WL9+Pb7++msoFArUrVsXK1as0HlEGRERmVe7du2wdu1a3Lx5EyqVCo0bN8a0adNy/MEPIqLC8lLcc0xEREREZIgSd88xEREREVF+MTkmIiIiIsrE5JiIiIiIKBOTYyIiIiKiTEyOiYiIiIgyMTkmIiIiIspU4p5zTEWLiODJkydQq9XmDoWIiIiKGKVSCUtLSygUCnOHosXkmEwmPT0dN27cwMOHD80dChERERVRdnZ28PT0hLW1tblDAcAfASET0Wg0iI2NhVKpRJkyZWBtbV2k/iokIiIi8xIRpKen486dO1Cr1ahSpQosLMx/xy+vHJNJpKenQ6PRwNvbG3Z2duYOh4iIiIogW1tbWFlZ4fLly0hPT4eNjY25Q+IX8si0isJfgERERFR0FbVcoWhFQ0RERERkRkyOiYiIiIgyMTkmek7Lli0xfPhwc4dhdAqFAps2bTJ3GNlERETAxcXF3GGUWBzPhYvj2bQ4ngvXyzqemRwTFTNF9SRamDZs2IBXX30VpUuXhkKhwPHjx80dEuUTxzMwceJEBAQEwN7eHqVKlUJISAgOHTpk7rAoHziedb333ntQKBSYN2+euUPJEybHVORtP30TXRbuRbXx29Bl4V5sP33T3CHlKuuHT8h0UlNT0axZM8ycOdPcoeRZVEIUem/pjQZrGqD3lt6ISogyd0i54ng2PX9/fyxcuBAxMTHYu3cvfHx88Oqrr+LOnTvmDu2FknftQnz3HjgXVBfx3Xsgedcuc4eUK47nwrNx40YcPHgQXl5e5g4lz5gcU5G2/fRNvLv6CE5cfYBHGWqcuPoA7313pFAT5NWrV6N+/fpwdHSEh4cH+vTpg9u3b2vnR0dHQ6FQ4LfffkO9evWgUqmwd+9eJCcno2/fvrC3t4enpyfmzp2b7SPBtLQ0jBo1CuXKlYO9vT0aNmyI6OjoHGPx8fEBALz++utQKBTaaQBYsmQJ/Pz8YG1tjapVq2L16tW5tmvChAnw9PTEyZMnAQAff/wx/P39YWdnB19fX4wfPx4ZGRna+hMnTkSdOnXw7bffokKFCnBwcMDgwYOhVqvxxRdfwMPDA+7u7vj88891tjNnzhzUqlUL9vb28Pb2xuDBg5GSkpJjXHfu3EH9+vXx+uuvIy0tTW+dfv364bPPPkNISEiubSxqohKiMHz3cJy6ewqPnjzCqbun8OHuDws1QeZ4fqoojec+ffogJCQEvr6+qFGjBubMmYOkpCRtW4qq5F27cHXo+3gcEwN59AiPY2Jw9f0PCjVB5nh+qiiNZwC4du0a3n//faxZswZWVla5trUoYnJMRdri3RezlYkAi6PjCi2GjIwMTJkyBSdOnMCmTZtw6dIlDBgwIFu9MWPGYMaMGTh79iwCAwMxYsQI7Nu3Dz///DN27tyJP/74A0ePHtVZZujQoThw4AAiIyNx8uRJdO/eHe3atUNsbKzeWA4fPgwACA8Px40bN7TTGzduxLBhwzBy5EicOnUK7777Lt566y3s3r072zpEBO+//z5WrVqFP/74A4GBgQAAR0dHRERE4MyZM5g/fz6++eYbzJ07V2fZuLg4/Pbbb9i2bRvWrl2LFStWoEOHDrh69Sr27NmDmTNn4tNPP9X5SNjCwgJfffUVTp8+jZUrV+J///sfPvroI73tu3LlCoKDg1GzZk2sX78eKpUqh71SPC0/uTxbmUCwImZFocXA8fyvojie09PT8fXXX8PZ2Rm1a9d+YX1z+mfZ19kLRfDP198UWgwcz/8qKuNZo9GgX79+GD16NGrUqKG3TpEnRCbw6NEjOXPmjDx69KhA6wn49Dep+PGWbK9q438zUqTZtWjRQoYNG5bj/MOHDwsASU5OFhGR3bt3CwDZtGmTtk5SUpJYWVnJunXrtGWJiYliZ2enXffly5dFqVTKtWvXdNbfpk0bGTt2bI7bByAbN27UKWvSpIkMHDhQp6x79+7Svn17neXWrVsnffr0kWrVqsnVq1dz3IaIyJdffin16tXTTk+YMEHs7OwkKSlJWxYaGio+Pj6iVqu1ZVWrVpXp06fnuN5169ZJ6dKltdPh4eHi7Ows586dE29vb/nggw9Eo9HkGluW+Ph4ASDHjh0zqL65vfLdK1Izoma21yvfvWKybXI8P1XUx/Mvv/wi9vb2olAoxMvLS/78888XLmNuZ+sEyZmqAdleZ4PqmmybHM9PFeXxPG3aNGnbtq22XsWKFWXu3Lm5LmOsnMFY+At5VKT5l3XAiasPspVXKetYaDEcOXIEEydOxIkTJ3D//n1oNBoAQEJCAqpXr66tV79+fe3///77b2RkZKBBgwbaMmdnZ1StWlU7HRMTA7VaDX9/f53tpaWloXTp0nmK8ezZsxg0aJBOWdOmTTF//nydsg8//BAqlQoHDx6Em5ubzrwffvgBX331FeLi4pCSkoInT57AyclJp46Pjw8cHf/t+7Jly0KpVOo8wL1s2bI6H2vu2rUL06dPx7lz55CUlIQnT57g8ePHePjwofbXEx89eoTg4GD06dOn2H1xIy/8nP1w6u6pbOWVXSoXWgwcz/8qSuO5VatWOH78OP755x9888036NGjBw4dOgR3d3eDljcHVeXKeBwTo7e8sHA8/6sojOcjR45g/vz5OHr0KBQKxYs7p4jibRVUpA1uVRnPH18KBTCkpV+hbD81NRWhoaFwcnLCmjVrcPjwYWzcuBHA048/n2Vvb5+ndaekpECpVOLIkSM4fvy49nX27NlsJ01jadu2La5du4bt27frlB84cAB9+/ZF+/btsWXLFhw7dgzjxo3L1sbn7x1TKBR6y7LeoC5duoSOHTsiMDAQP/30E44cOYJFixYB0O0/lUqFkJAQbNmyBdeuXTNae4uadwLfgQK6A1oBBd6p9U6hbJ/jueiOZ3t7e1SuXBmNGjXCihUrYGlpiRUrCu92m/xwe3cQ9J2g3d4dpH8BI+N4Lnrj+Y8//sDt27dRoUIFWFpawtLSEpcvX8bIkSN17sEu6pgcU5EWWsMDS9+sh9reLrCzVqK2twuWvVkPr9bwKJTtnzt3Dnfv3sWMGTMQHByMgIAAnb+6c+Lr6wsrKyvtPWcA8ODBA1y4cEE7HRQUBLVajdu3b6Ny5co6Lw+PnNtnZWUFtVqtU1atWjXs27dPp2zfvn06V04AoHPnzvj+++/xzjvvIDIyUlu+f/9+VKxYEePGjUP9+vVRpUoVXL58+YXtfJEjR45Ao9Fg9uzZaNSoEfz9/XH9+vVs9SwsLLB69WrUq1cPrVq10lunJGhToQ3mtpqLWm61YGtpi1putTCv1Ty0rtC6ULbP8VwwhTmeNRpNrl94KgocQ0JQfsFXsAkMhMLODjaBgSi/cAEc27QplO1zPBeMKcZzv379cPLkSZ0/KLy8vDB69OhsSX9RxtsqqMgLreGB0EJKhp9XoUIFWFtbY8GCBXjvvfdw6tQpTJky5YXLOTo6IiwsDKNHj4arqyvc3d0xYcIEWFhYaD9q8vf3R9++fdG/f3/Mnj0bQUFBuHPnDqKiohAYGIgOHTroXbePjw+ioqLQtGlTqFQqlCpVCqNHj0aPHj0QFBSEkJAQ/PLLL9iwYQN26fnW+Ouvv47Vq1ejX79+sLS0RLdu3VClShUkJCQgMjISr7zyCn799VftFZiCqFy5MjIyMrBgwQJ06tQJ+/btw9KlS/XWVSqVWLNmDXr37o3WrVsjOjo6xzehe/fuISEhQXuSPn/+PADAw8Mj1zeuoqBNhTZoU6FwkofncTwXjCnGc2pqKj7//HN07twZnp6e+Oeff7Bo0SJcu3YN3bt3L3DMpuYYEgJHMz01huO5YEwxnkuXLp3tthMrKyt4eHjo3LZS5Jn7pmcqmYrazfV58fwXPr7//nvx8fERlUoljRs3lp9//lnnS2BZX/i4f/++znqSkpKkT58+YmdnJx4eHjJnzhxp0KCBjBkzRlsnPT1dPvvsM/Hx8RErKyvx9PSU119/XU6ePJljfD///LNUrlxZLC0tpWLFitryxYsXi6+vr1hZWYm/v7+sWrVKZzk890WRH374QWxsbOSnn34SEZHRo0dL6dKlxcHBQXr27Clz584VZ2dnbf0JEyZI7dq1ddYZFhYmXbp0ybX/5syZI56enmJrayuhoaGyatUqnf7K+sJHloyMDHnjjTekWrVqcuvWLb19EB4eLgCyvSZMmJBjv72sOJ6L9nh+9OiRvP766+Ll5SXW1tbi6ekpnTt3LhZfyDMHjueiPZ71KY5fyFOIiBR6Rk4l3uPHjxEfH49KlSrBxsbG3OEUCampqShXrhxmz56Nt99+29zhEBUIxzOVJBzP5lXUcgbeVkFkIseOHcO5c+fQoEEDPHjwAJMnTwYAdOnSxcyREeUdxzOVJBzPlBsmx0QmNGvWLJw/fx7W1taoV68e/vjjj2yP6CEqLjieqSTheKac8LYKMomi9hEJERERFU1FLWfgo9yIiIiIiDIxOSYiIiIiysTkmIiIiIgoE5NjIiIiIqJMTI6JiIiIiDIxOSYiIiIiysTkmOg5LVu2xPDhw80dhtEpFAps2rTJ3GFkExERARcXF3OHQUREBIDJMVGxU1ST3MKSkZGBjz/+GLVq1YK9vT28vLzQv39/XL9+3dyhERFRCcDkmIq+s1uAr1sBn3s+/ffsFnNHlCsRwZMnT8wdRon18OFDHD16FOPHj8fRo0exYcMGnD9/Hp07dzZ3aEREVAIwOaai7ewW4Ie+wPWjQMbDp//+8GahJsirV69G/fr14ejoCA8PD/Tp0we3b9/Wzo+OjoZCocBvv/2GevXqQaVSYe/evUhOTkbfvn1hb28PT09PzJ07N9stG2lpaRg1ahTKlSsHe3t7NGzYENHR0TnG4uPjAwB4/fXXoVAotNMAsGTJEvj5+cHa2hpVq1bF6tWrc23XhAkT4OnpiZMnTwIAPv74Y/j7+8POzg6+vr4YP348MjIytPUnTpyIOnXq4Ntvv0WFChXg4OCAwYMHQ61W44svvoCHhwfc3d3x+eef62xnzpw52qu83t7eGDx4MFJSUnKM686dO6hfvz5ef/11pKWlZZvv7OyMnTt3okePHqhatSoaNWqEhQsX4siRI0hISMi1zURERC/C5JiKtj9m6ykUYO+cQgshIyMDU6ZMwYkTJ7Bp0yZcunQJAwYMyFZvzJgxmDFjBs6ePYvAwECMGDEC+/btw88//4ydO3fijz/+wNGjR3WWGTp0KA4cOIDIyEicPHkS3bt3R7t27RAbG6s3lsOHDwMAwsPDcePGDe30xo0bMWzYMIwcORKnTp3Cu+++i7feegu7d+/Otg4Rwfvvv49Vq1bhjz/+QGBgIADA0dEREREROHPmDObPn49vvvkGc+fO1Vk2Li4Ov/32G7Zt24a1a9dixYoV6NChA65evYo9e/Zg5syZ+PTTT3Ho0CHtMhYWFvjqq69w+vRprFy5Ev/73//w0Ucf6W3flStXEBwcjJo1a2L9+vVQqVQ57BVdDx48gEKh4L3LRERUcEJkAo8ePZIzZ87Io0ePCraiqR4iE5yyv6Z6GidQPVq0aCHDhg3Lcf7hw4cFgCQnJ4uIyO7duwWAbNq0SVsnKSlJrKysZN26ddqyxMREsbOz06778uXLolQq5dq1azrrb9OmjYwdOzbH7QOQjRs36pQ1adJEBg4cqFPWvXt3ad++vc5y69atkz59+ki1atXk6tWrOW5DROTLL7+UevXqaacnTJggdnZ2kpSUpC0LDQ0VHx8fUavV2rKqVavK9OnTc1zvunXrpHTp0trp8PBwcXZ2lnPnzom3t7d88MEHotFoco3tWY8ePZK6detKnz59DF6GiIiKDqPlDEZiad7UnOgFygQ8vZXiee4BhRbCkSNHMHHiRJw4cQL379+HRqMBACQkJKB69eraevXr19f+/++//0ZGRgYaNGigLXN2dkbVqlW10zExMVCr1fD399fZXlpaGkqXLp2nGM+ePYtBgwbplDVt2hTz58/XKfvwww+hUqlw8OBBuLm56cz74Ycf8NVXXyEuLg4pKSl48uQJnJycdOr4+PjA0dFRO122bFkolUpYWFjolD1728muXbswffp0nDt3DklJSXjy5AkeP36Mhw8fws7ODgDw6NEjBAcHo0+fPpg3b57B7c7IyECPHj0gIliyZInByxEREeWEt1VQ0RY8EoDiuUJFZrnppaamIjQ0FE5OTlizZg0OHz6MjRs3AgDS09N16trb2+dp3SkpKVAqlThy5AiOHz+ufZ09ezZbUmssbdu2xbVr17B9+3ad8gMHDqBv375o3749tmzZgmPHjmHcuHHZ2mhlZaUzrVAo9JZl/QFx6dIldOzYEYGBgfjpp59w5MgRLFq0CIBu/6lUKoSEhGDLli24du2aQW3JSowvX76MnTt3ZkvkiYiI8oPJMRVt1ToCPb8DytUDrOyf/ttrDRDQoVA2f+7cOdy9exczZsxAcHAwAgICdK6K5sTX1xdWVlbae4KBp/fFXrhwQTsdFBQEtVqN27dvo3LlyjovDw+PHNdtZWUFtVqtU1atWjXs27dPp2zfvn06V7YBoHPnzvj+++/xzjvvIDIyUlu+f/9+VKxYEePGjUP9+vVRpUoVXL58+YXtfJEjR45Ao9Fg9uzZaNSoEfz9/fU+cs3CwgKrV69GvXr10KpVqxc+li0rMY6NjcWuXbvyfKWdiIgoJ7ytgoq+ah2fvsygQoUKsLa2xoIFC/Dee+/h1KlTmDJlyguXc3R0RFhYGEaPHg1XV1e4u7tjwoQJsLCwgELx9Eq4v78/+vbti/79+2P27NkICgrCnTt3EBUVhcDAQHTooP8PAB8fH0RFRaFp06ZQqVQoVaoURo8ejR49eiAoKAghISH45ZdfsGHDBuzatSvb8q+//jpWr16Nfv36wdLSEt26dUOVKlWQkJCAyMhIvPLKK/j111+1V8gLonLlysjIyMCCBQvQqVMn7Nu3D0uXLtVbV6lUYs2aNejduzdat26N6OhovX8kZGRkoFu3bjh69Ci2bNkCtVqNmzdvAgBcXV1hbW1d4LiJiOjlxSvHRLkoU6YMIiIisG7dOlSvXh0zZszArFmzDFp2zpw5aNy4MTp27IiQkBA0bdoU1apVg42NjbZOeHg4+vfvj5EjR6Jq1aro2rUrDh8+jAoVKuS43tmzZ2Pnzp3w9vZGUFAQAKBr166YP38+Zs2ahRo1amDZsmUIDw9Hy5Yt9a6jW7duWLlyJfr164cNGzagc+fO+PDDDzF06FDUqVMH+/fvx/jx4w3vqBzUrl0bc+bMwcyZM1GzZk2sWbMG06dPz7G+paUl1q5dixo1aqB169Z6r9Jfu3YNP//8M65evYo6derA09NT+9q/f3+BYyYiopebQkTE3EFQyfP48WPEx8ejUqVKOsngyyw1NRXlypXD7Nmz8fbbb5s7HCIioiKhqOUMvK2CyESOHTuGc+fOoUGDBnjw4AEmT54MAOjSpYuZIyMiIqKcMDkmMqFZs2bh/PnzsLa2Rr169fDHH39ke4QaERERFR1MjolMJCgoCEeOHDF3GERERJQH/EIeEREREVEmJsdkUvy+JxEREeWmqOUKTI7JJLJ+Ne3hw4dmjoSIiIiKsqxc4flfXDUX3nNMJqFUKuHi4qJ9Tq2dnZ32xy+IiIiIRAQPHz7E7du34eLiAqVSae6QAPA5x2RCIoKbN28iMTHR3KEQERFREeXi4gIPD48icxGNyTGZnFqtRkZGhrnDICIioiLGysqqyFwxzsLkmIiIiIgoE7+QR0RERESUickxEREREVEmJsdERERERJmYHBMRERERZeJzjskgGo0G169fh6OjY5F51AoRERG9fEQEycnJ8PLygoWF8a/zMjkmg1y/fh3e3t7mDoOIiIgIAHDlyhWUL1/e6OtlckwGcXR0BPB0IDo5OZk5GiIiInpZJSUlwdvbW5ubGBuTYzJI1q0UTk5OTI6JiIjI7Ex1mye/kEdERERElInJMRERERFRJibHRERERESZmBwTEREREWVickxERERElIlPq6Ai4dy9czh04xBcVC5oW7Et7KzszB0SERERvYSYHBchLVu2RJ06dTBv3jxzh1JoRASTDkzCT7E/actm/TULi9ssRq0ytcwYGREREb2MeFtFCRIREQEXFxdzh5EnUQlROokxACSmJeKTvZ9ARMwUFZncw3vA3nnA+reB/30OPLhm7oiIiKgANOnpuLdyJS716YvLb/bDve+/hzx5Yu6w8oVXjsmsdlzaobf8UtIlXLh/AVVdqxZyRGRyD64CK0KBpKv/lv25DOj/M+BVx2xhERFR/l0dMhSpf/yhnX7411949NdfKDdnjhmjyh9eOS5injx5gqFDh8LZ2Rlubm4YP3689gpqWloaRo0ahXLlysHe3h4NGzZEdHQ0ACA6OhpvvfUWHjx4AIVCAYVCgYkTJwIAVq9ejfr168PR0REeHh7o06cPbt++nWscaWlpSEpK0nkRGcWembqJMQA8fgDs/Mw88RARUYGkHjyokxhnSdr6Gx6dOm2GiAqGyXERs3LlSlhaWuLPP//E/PnzMWfOHCxfvhwAMHToUBw4cACRkZE4efIkunfvjnbt2iE2NhZNmjTBvHnz4OTkhBs3buDGjRsYNWoUACAjIwNTpkzBiRMnsGnTJly6dAkDBgzINY7p06fD2dlZ+/L29jZJez2tGugtV6rd4V/K3yTbJDOL262/PP53QF08P4IjInqZPTp+PF/ziireVlHEeHt7Y+7cuVAoFKhatSpiYmIwd+5chIaGIjw8HAkJCfDy8gIAjBo1Ctu2bUN4eDimTZsGZ2dnKBQKeHh46Kzz//7v/7T/9/X1xVdffYVXXnkFKSkpcHBw0BvH2LFjMWLECO10UlKSSRLk+Mu+SL/fANal/tSWaZ7YIfVKd1y4lYKqHo5G3yaZmY0L8OBK9nKVI2ChLPRwiIioYCzLeuQ4z8qjbCFGYhxMjouYRo0aQaFQaKcbN26M2bNnIyYmBmq1Gv7+uldT09LSULp06VzXeeTIEUycOBEnTpzA/fv3odFoAAAJCQmoXr263mVUKhVUKlUBW/Niag2QdvMNZNxvBKV9HERthydJtQCxRoZaY/LtkxnU7Q/8Njp7edCbwDNjn4iIigendqG4M2cOnty5o1NuVaECHFq2NE9QBcDkuJhISUmBUqnEkSNHoFTqXl3L6eovAKSmpiI0NBShoaFYs2YNypQpg4SEBISGhiI9Pd3UYb9QaE0P/BpzA5o0L2jSvLTl3q62qO7pZMbIyGQaDATuxQGHVwCaDAAKoMbrQBvec0xEVBxZ2NqiQvi3uDFhIh4dOQIoFLBr1BCekydDYVn8Us3iF3EJd+jQIZ3pgwcPokqVKggKCoJarcbt27cRHBysd1lra2uo1WqdsnPnzuHu3buYMWOG9raIv/76yzTB50PHWp7YeeYWfjlxXVvmoLLEF/+pDQsLXkUskRQK4LWZQPBI4PZZwLUS4FLB3FEREVEBqCpXhs+a7/Dk7l3AwgKWpUqZO6R8Y3JcxCQkJGDEiBF49913cfToUSxYsACzZ8+Gv78/+vbti/79+2P27NkICgrCnTt3EBUVhcDAQHTo0AE+Pj5ISUlBVFQUateuDTs7O1SoUAHW1tZYsGAB3nvvPZw6dQpTpkwxdzO1LCwUWNA7CG82rIB9cXfhameFznXKwdXe2tyhkak5uD99ERFRiWH5gls9iwM+raKI6d+/Px49eoQGDRpgyJAhGDZsGAYNGgQACA8PR//+/TFy5EhUrVoVXbt2xeHDh1GhwtOrbk2aNMF7772Hnj17okyZMvjiiy9QpkwZREREYN26dahevTpmzJiBWbNmmbOJejX0LY0Rbf0xoGklJsZERERkNgrhz5CRAZKSkuDs7IwHDx7AyYn3AhMREZF5mDon4ZVjIiIiIqJMTI6JiIiIiDIxOSYiIiIiysTkmIiIiIgoE5NjIiIiIqJMfM4xGSTroSZJSUlmjoSIiIheZlm5iKkeuMbkmAySnJwMANpf2SMiIiIyp+TkZDg7Oxt9vXzOMRlEo9Hg+vXrcHR0hELx7886JyUlwdvbG1euXHnpnn/8srad7X652g28vG1/WdsNvLxtf1nbDRSvtosIkpOT4eXlBQsL498hzCvHZBALCwuUL18+x/lOTk5F/mAylZe17Wz3y+dlbfvL2m7g5W37y9puoPi03RRXjLPwC3lERERERJmYHBMRERERZWJyTAWiUqkwYcIEqFQqc4dS6F7WtrPdL1e7gZe37S9ru4GXt+0va7uBl7vtz+MX8oiIiIiIMvHKMRERERFRJibHRERERESZmBwTEREREWVickxERERElInJMWktWbIEgYGB2geAN27cGL/99luO9Tds2ID69evDxcUF9vb2qFOnDlavXq1TZ8CAAVAoFDqvdu3ambopeZLXdj8rMjISCoUCXbt21SkXEXz22Wfw9PSEra0tQkJCEBsba4LoC8YUbS+J+zwiIiJbm2xsbHTqlNR9bkjbS+I+B4DExEQMGTIEnp6eUKlU8Pf3x9atW3XqLFq0CD4+PrCxsUHDhg3x559/mrIZeWaKdk+cODHb/g4ICDB1U/Isr21v2bJltnYpFAp06NBBW6c4HOemaHdxOMaNib+QR1rly5fHjBkzUKVKFYgIVq5ciS5duuDYsWOoUaNGtvqurq4YN24cAgICYG1tjS1btuCtt96Cu7s7QkNDtfXatWuH8PBw7XRRe0xMXtud5dKlSxg1ahSCg4Ozzfviiy/w1VdfYeXKlahUqRLGjx+P0NBQnDlzJltiYU6maDtQMve5k5MTzp8/r51+9mfUgZK9z1/UdqDk7fP09HS0bdsW7u7uWL9+PcqVK4fLly/DxcVFW+eHH37AiBEjsHTpUjRs2BDz5s1DaGgozp8/D3d390JsXc5M0W4AqFGjBnbt2qWdtrQseulEXtu+YcMGpKena6fv3r2L2rVro3v37tqy4nCcm6LdQNE/xo1KiHJRqlQpWb58ucH1g4KC5NNPP9VOh4WFSZcuXUwQmWm9qN1PnjyRJk2ayPLly7O1UaPRiIeHh3z55ZfassTERFGpVLJ27VpThm0UBWm7SMnc5+Hh4eLs7JzjsiV5n7+o7SIlc58vWbJEfH19JT09PcflGzRoIEOGDNFOq9Vq8fLykunTpxs9VmMqaLsnTJggtWvXNlF0ppWX97S5c+eKo6OjpKSkiEjxPs4L0m6R4nuM5xdvqyC91Go1IiMjkZqaisaNG7+wvoggKioK58+fR/PmzXXmRUdHw93dHVWrVsV///tf3L1711RhF5ih7Z48eTLc3d3x9ttvZ5sXHx+PmzdvIiQkRFvm7OyMhg0b4sCBAyaJ2xiM0fYsJXGfp6SkoGLFivD29kaXLl1w+vRp7bySvs9za3uWkrbPf/75ZzRu3BhDhgxB2bJlUbNmTUybNg1qtRrA0yusR44c0dnnFhYWCAkJKbL73BjtzhIbGwsvLy/4+vqib9++SEhIKIwm5Fte39MAYMWKFejVqxfs7e0BFM/j3BjtzlKcjvECM3d2TkXLyZMnxd7eXpRKpTg7O8uvv/6aa/3ExESxt7cXS0tLUalUsmLFCp35a9eulc2bN8vJkydl48aNUq1aNXnllVfkyZMnpmxGnuWl3X/88YeUK1dO7ty5IyLZ/6Let2+fAJDr16/rLNe9e3fp0aOHSeIvCGO2XaRk7vP9+/fLypUr5dixYxIdHS0dO3YUJycnuXLlioiU7H3+oraLlMx9XrVqVVGpVPJ///d/8tdff0lkZKS4urrKxIkTRUTk2rVrAkD279+vs9zo0aOlQYMGJm1HXhmz3SIiW7dulR9//FFOnDgh27Ztk8aNG0uFChUkKSmpMJqTJ3l9T8ty6NAhASCHDh3SlhWn49yY7RYpPse4sTA5Jh1paWkSGxsrf/31l4wZM0bc3Nzk9OnTOdZXq9USGxsrx44dk1mzZomzs7Ps3r07x/pxcXECQHbt2mWC6PPP0HYnJSWJj4+PbN26VVtW3JNjY7Zdn+K+z/VJT08XPz8/7S1EJXWf6/N82/UpCfu8SpUq4u3trfPmP3v2bPHw8BCR4pUcG7Pd+ty/f1+cnJzydAteYcnvWB80aJDUqlVLp6w4HefGbLc+RfUYNxYmx5SrNm3ayKBBgwyu//bbb8urr76aax03NzdZunRpQUMzqZzafezYMQEgSqVS+1IoFKJQKESpVMrFixe1J41jx47pLNu8eXP54IMPCqkF+VeQtuekOO/znHTr1k169eolIlJi93lOnm17Tor7Pm/evLm0adNGp2zr1q0CQNLS0iQtLU2USqVs3LhRp07//v2lc+fOpgrZKArS7pzUr19fxowZY9Q4TcGQsZ6SkiJOTk4yb948nfLifJwXpN05KQ7HeH7xnmPKlUajQVpamtHqX716FXfv3oWnp6cxwjOZnNoREBCAmJgYHD9+XPvq3LkzWrVqhePHj8Pb2xuVKlWCh4cHoqKitMslJSXh0KFDBt/zZU4Fabs+xX2f66NWqxETE6NtU0nd5/o833Z9SsI+b9q0KS5evAiNRqMtu3DhAjw9PWFtbQ1ra2vUq1dPZ59rNBpERUUV+X1ekHbrk5KSgri4uCK/vwHDxvq6deuQlpaGN998U6e8OB/nBWm3PsXlGM83c2fnVHSMGTNG9uzZI/Hx8XLy5EkZM2aMKBQK2bFjh4iI9OvXT+fKwLRp02THjh0SFxcnZ86ckVmzZomlpaV88803IiKSnJwso0aNkgMHDkh8fLzs2rVL6tatK1WqVJHHjx+bpY365LXdz9N3a8GMGTPExcVFe49Wly5dpFKlSvLo0SNTNiXPjN32krrPJ02aJNu3b5e4uDg5cuSI9OrVS2xsbHQ+piyp+/xFbS+p+zwhIUEcHR1l6NChcv78edmyZYu4u7vL1KlTtXUiIyNFpVJJRESEnDlzRgYNGiQuLi5y8+bNQm9fTkzR7pEjR0p0dLTEx8fLvn37JCQkRNzc3OT27duF3r7c5Pf81qxZM+nZs6fedRaH49zY7S4ux7gxFb0HE5LZ3L59G/3798eNGzfg7OyMwMBAbN++HW3btgUAJCQkwMLi3w8bUlNTMXjwYFy9ehW2trYICAjAd999h549ewIAlEolTp48iZUrVyIxMRFeXl549dVXMWXKlCL1fMS8ttsQH330EVJTUzFo0CAkJiaiWbNm2LZtW5F5DmYWY7e9pO7z+/fvY+DAgbh58yZKlSqFevXqYf/+/ahevbq2Tknd5y9qe0nd597e3ti+fTs+/PBDBAYGoly5chg2bBg+/vhjbZ2ePXvizp07+Oyzz3Dz5k3UqVMH27ZtQ9myZQu9fTkxRbuvXr2K3r174+7duyhTpgyaNWuGgwcPokyZMoXevtzk5/x2/vx57N27Fzt27NC7zuJwnBu73cXlGDcmhYiIuYMgIiIiIioKeM8xEREREVEmJsdERERERJmYHBMRERERZWJyTERERESUickxEREREVEmJsdERERERJmYHBMRERERZWJyTERERES5+v3339GpUyd4eXlBoVBg06ZNJt3e9OnT8corr8DR0RHu7u7o2rUrzp8/b9JtZmFyTERERES5Sk1NRe3atbFo0aJC2d6ePXswZMgQHDx4EDt37kRGRgZeffVVpKammnzb/IU8IiIiIjKYQqHAxo0b0bVrV21ZWloaxo0bh7Vr1yIxMRE1a9bEzJkz0bJlS6Ns886dO3B3d8eePXvQvHlzo6wzJ7xyTEREREQFMnToUBw4cACRkZE4efIkunfvjnbt2iE2NtYo63/w4AEAwNXV1Sjryw2vHBMRERGRwZ6/cpyQkABfX18kJCTAy8tLWy8kJAQNGjTAtGnTCrQ9jUaDzp07IzExEXv37i3QugzBK8dERERElG8xMTFQq9Xw9/eHg4OD9rVnzx7ExcUBAM6dOweFQpHra8yYMXrXP2TIEJw6dQqRkZGF0h7LQtkKEREREZVIKSkpUCqVOHLkCJRKpc48BwcHAICvry/Onj2b63pKly6drWzo0KHYsmULfv/9d5QvX954QeeCyTERERER5VtQUBDUajVu376N4OBgvXWsra0REBBg8DpFBO+//z42btyI6OhoVKpUyVjhvhCTYyIiIiLKVUpKCi5evKidjo+Px/Hjx+Hq6gp/f3/07dsX/fv3x+zZsxEUFIQ7d+4gKioKgYGB6NChQ563N2TIEHz//ffYvHkzHB0dcfPmTQCAs7MzbG1tjdYuffiFPCIiIiLKVXR0NFq1apWtPCwsDBEREcjIyMDUqVOxatUqXLt2DW5ubmjUqBEmTZqEWrVq5Xl7CoVCb3l4eDgGDBiQ5/XladtMjomIiIiInuLTKoiIiIiIMjE5JiIiIiLKxOSYiIiIiCgTk2MiIiIiokxMjomIiIiIMjE5JiIiIiLKxOSYiIiIiCgTk2MiIiIiokxMjomIiIiIMlmaOwAqHjQaDa5fvw5HR8ccf9KRiIiIyNREBMnJyfDy8oKFhfGv8zI5JoNcv34d3t7e5g6DiIiICABw5coVlC9f3ujrZXJMBnF0dATwdCA6OTmZORoiIiJ6WSUlJcHb21ubmxgbk2MySNatFE5OTkyOiYiIyOxMdZsnv5BHRERERJSJyTERERERUSYmx0REREREmZgcExERERFlYnJMJUKGWoMjl+/j7I0kc4dCRERExRifVkHF3vbTNzFu4yn8k5IGAKju6YRFfeuikpu9mSMjIiKi4oZXjougli1bYvjw4eYOo1i4fDcVQ78/qk2MAeDMjSS8vfIwRMSMkREREVFxxCvHVKz9dOQqMjSPYV36AJQO5wCNNTIe1MXfd+rgz/h7aOhb2twhEhERUTHC5JiKtXsPH8Gu4nIoba9oyywdLiDd5jruP6xnxsiIiIheHqLRIOnXrUjesQNQKuH02mtwCn3V3GHlC2+rMLPU1FT0798fDg4O8PT0xOzZs3Xmp6WlYdSoUShXrhzs7e3RsGFDREdHa+dHRETAxcUF27dvR7Vq1eDg4IB27drhxo0bOutZvnw5qlWrBhsbGwQEBGDx4sW5xpWWloakpCSdl0ndvwwcWwOc3waoMwxezN71jE5inMXKdS98PZ4YM0IiIiLKwfWPPsb10aORvHMnkrdtw7Vhw3Bj0iRzh5UvTI7NbPTo0dizZw82b96MHTt2IDo6GkePHtXOHzp0KA4cOIDIyEicPHkS3bt3R7t27RAbG6ut8/DhQ8yaNQurV6/G77//joSEBIwaNUo7f82aNfjss8/w+eef4+zZs5g2bRrGjx+PlStX5hjX9OnT4ezsrH15e3ubpgMAYNdE4Ks6wObBwNqewFdBwO2zBi36xOpvveUKhQYJqeeMFyMRERHp9fDYMSRt2ZKtPHFtJNIuXjRDRAXD5NiMUlJSsGLFCsyaNQtt2rRBrVq1sHLlSjx58vSKZ0JCAsLDw7Fu3ToEBwfDz88Po0aNQrNmzRAeHq5dT0ZGBpYuXYr69eujbt26GDp0KKKiorTzJ0yYgNmzZ+ONN95ApUqV8MYbb+DDDz/EsmXLcoxt7NixePDggfZ15Ur2q7NGEbsT2DsXEM2/ZQ+uAD+9Y9DiHvZlc5znbude0OiIiIjoBR4e+jPHeamHDhViJMbBe47NKC4uDunp6WjYsKG2zNXVFVWrVgUAxMTEQK1Ww9/fX2e5tLQ0lC797xfN7Ozs4Ofnp5329PTE7du3ATy9bSMuLg5vv/02Bg4cqK3z5MkTODs75xibSqWCSqUqWAMNcfJH/eW3TgG3zgBlq+e6eJfKXbDi1AqkZqTqlNdyq4XAMoHGipKIiIhyoHQtleM8S1fXQozEOJgcF2EpKSlQKpU4cuQIlEqlzjwHBwft/62srHTmKRQK7WPMUlJSAADffPONThIOINs6zUKdnr95mdzt3LEkZAmmHpyKC/cvwEJhgWblmmFSk+J5nxMREVFx4/Taa7g9ew40Dx7olFuWKQOH1q3NFFX+MTk2Iz8/P1hZWeHQoUOoUKECAOD+/fu4cOECWrRogaCgIKjVaty+fRvBwcH52kbZsmXh5eWFv//+G3379jVm+MYR0AE4syl7uUsFwMOwK79B7kH4qfNPuJFyAzaWNihlk/NfsERERGRcSkdHVFi2FNfHfoL0+HgAgMrfH15ffgGLwvgU2siYHJuRg4MD3n77bYwePRqlS5eGu7s7xo0bBwuLp7eC+/v7o2/fvujfvz9mz56NoKAg3LlzB1FRUQgMDESHDh0M2s6kSZPwwQcfwNnZGe3atUNaWhr++usv3L9/HyNGjDBlE1+s5n+Ac1uAM5v/LbOyBzovBCzydku8p4OnkYMjIiIiQ9jWqQO/37bi8fkLUCgtoKpc2dwh5RuTYzP78ssvkZKSgk6dOsHR0REjR47Eg2c+lggPD8fUqVMxcuRIXLt2DW5ubmjUqBE6duxo8Dbeeecd2NnZ4csvv8To0aNhb2+PWrVqFY1f4bNQAj1WAX/vAeL3AHalgVo9AIcy5o6MiIiI8simqv+LKxVxCuFv7JIBkpKS4OzsjAcPHsDJycnc4RAREdFLytQ5CR/lRkRERESUickxEREREVEmJsdERERERJmYHBMRERERZWJyTERERESUiY9yI4NkPdQkKSnJzJEQERHRyywrFzHVA9eYHJNBkpOTAQDe3t5mjoSIiIjoaW7i7Oxs9PXyOcdkEI1Gg+vXr8PR0REKhcLg5ZKSkuDt7Y0rV67w+cj5wP4rOPZhwbEPC4b9V3Dsw4Ipaf0nIkhOToaXl5f2V4WNiVeOySAWFhYoX758vpd3cnIqEQekubD/Co59WHDsw4Jh/xUc+7BgSlL/meKKcRZ+IY+IiIiIKBOTYyIiIiKiTEyOyaRUKhUmTJgAlUpl7lCKJfZfwbEPC459WDDsv4JjHxYM+y9v+IU8IiIiIqJMvHJMRERERJSJyTERERERUSYmx0REREREmZgcExERERFlYnJMBlOr1Rg/fjwqVaoEW1tb+Pn5YcqUKS/8bfPo6GjUrVsXKpUKlStXRkREhM78iRMnQqFQ6LwCAgJM2BLzyE//3bhxA3369IG/vz8sLCwwfPhwvfXWrVuHgIAA2NjYoFatWti6dauJWmFepurDiIiIbGPQxsbGhC0xj/z034YNG9C2bVuUKVMGTk5OaNy4MbZv356t3qJFi+Dj4wMbGxs0bNgQf/75pymbYjam6kOeB3Puv71796Jp06YoXbo0bG1tERAQgLlz52arxzFYsD58WcagQYTIQJ9//rmULl1atmzZIvHx8bJu3TpxcHCQ+fPn57jM33//LXZ2djJixAg5c+aMLFiwQJRKpWzbtk1bZ8KECVKjRg25ceOG9nXnzp3CaFKhyk//xcfHywcffCArV66UOnXqyLBhw7LV2bdvnyiVSvniiy/kzJkz8umnn4qVlZXExMSYsDXmYao+DA8PFycnJ50xePPmTRO2xDzy03/Dhg2TmTNnyp9//ikXLlyQsWPHipWVlRw9elRbJzIyUqytreXbb7+V06dPy8CBA8XFxUVu3bpVGM0qVKbqQ54Hc+6/o0ePyvfffy+nTp2S+Ph4Wb16tdjZ2cmyZcu0dTgGC96HL8sYNASTYzJYhw4d5P/+7/90yt544w3p27dvjst89NFHUqNGDZ2ynj17SmhoqHZ6woQJUrt2baPGWhTlp/+e1aJFC72JXY8ePaRDhw46ZQ0bNpR3330337EWVabqw/DwcHF2djZChEVbQfsvS/Xq1WXSpEna6QYNGsiQIUO002q1Wry8vGT69OkFC7gIMlUf8jyYt/57/fXX5c0339ROcwwWvA9fljFoCN5WQQZr0qQJoqKicOHCBQDAiRMnsHfvXrz22ms5LnPgwAGEhITolIWGhuLAgQM6ZbGxsfDy8oKvry/69u2LhIQE4zfAzPLTf4YwtI9LAlP1IQCkpKSgYsWK8Pb2RpcuXXD69OkCr7OoMUb/aTQaJCcnw9XVFQCQnp6OI0eO6IxBCwsLhISEcAzm4Pk+zMLzoGGOHTuG/fv3o0WLFgA4Bo3Rh1lehjFoCEtzB0DFx5gxY5CUlISAgAAolUqo1Wp8/vnn6Nu3b47L3Lx5E2XLltUpK1u2LJKSkvDo0SPY2tqiYcOGiIiIQNWqVXHjxg1MmjQJwcHBOHXqFBwdHU3drEKTn/4zRE59fPPmzQKttygyVR9WrVoV3377LQIDA/HgwQPMmjULTZo0wenTp1G+fHkjRW9+xui/WbNmISUlBT169AAA/PPPP1Cr1XrH4Llz54waf1Fgij4EwPOgAf1Xvnx53LlzB0+ePMHEiRPxzjvvAOAYNEYfAi/PGDSIuS9dU/Gxdu1aKV++vKxdu1ZOnjwpq1atEldXV4mIiMhxmSpVqsi0adN0yn799VcBIA8fPtS7zP3798XJyUmWL19u1PjNLT/996ycbgmwsrKS77//Xqds0aJF4u7uboywixRT9eHz0tPTxc/PTz799NMCRly0FLT/1qxZI3Z2drJz505t2bVr1wSA7N+/X6fu6NGjpUGDBkaNvygwRR/qw/Ngdn///becPHlSvv76a3F1ddWe9zgGC96H+pTUMWgIJsdksPLly8vChQt1yqZMmSJVq1bNcZng4OBsyci3334rTk5OuW6rfv36MmbMmHzHWhTlp/+elVNi5+3tLXPnztUp++yzzyQwMDC/oRZZpupDfbp16ya9evXKa4hFWkH6b+3atWJraytbtmzRKU9LSxOlUikbN27UKe/fv7907ty5wDEXNabow5zwPJizKVOmiL+/v4hwDIoUvA9zUhLHoCF4zzEZ7OHDh7Cw0B0ySqUSGo0mx2UaN26MqKgonbKdO3eicePGOS6TkpKCuLg4eHp6FizgIiY//WeI/PRxcWWqPnyeWq1GTEwMx2CmtWvX4q233sLatWvRoUMHnXnW1taoV6+ezhjUaDSIioriGHxGbn2oD8+DudNoNEhLSwPAMQgUvA/1Kalj0CDmzs6p+AgLC5Ny5cppHx+zYcMGcXNzk48++khbZ8yYMdKvXz/tdNaj3EaPHi1nz56VRYsWZXuU28iRIyU6Olri4+Nl3759EhISIm5ubnL79u1CbZ+p5af/RESOHTsmx44dk3r16kmfPn3k2LFjcvr0ae38ffv2iaWlpcyaNUvOnj0rEyZMKLGPcjNVH06aNEm2b98ucXFxcuTIEenVq5fY2Njo1CkJ8tN/a9asEUtLS1m0aJHOI54SExO1dSIjI0WlUklERIScOXNGBg0aJC4uLiXycXim6kOeB3Puv4ULF8rPP/8sFy5ckAsXLsjy5cvF0dFRxo0bp63DMVjwPnxZxqAhmByTwZKSkmTYsGFSoUIFsbGxEV9fXxk3bpykpaVp64SFhUmLFi10ltu9e7fUqVNHrK2txdfXV8LDw3Xm9+zZUzw9PcXa2lrKlSsnPXv2lIsXLxZCiwpXfvsPQLZXxYoVder8+OOP4u/vL9bW1lKjRg359ddfC6FFhc9UfTh8+HCpUKGCWFtbS9myZaV9+/Y6z6AtKfLTfy1atNDbf2FhYTrrXrBggbYPGzRoIAcPHiykVhUuU/Uhz4M5999XX30lNWrUEDs7O3FycpKgoCBZvHixqNVqnXVzDBasD1+WMWgIhcgLft6MiIiIiOglwXuOiYiIiIgyMTkmIiIiIsrE5JiIiIiIKBOTYyIiIiKiTEyOiYiIiIgyMTkmIiIiIsrE5JiIiIiIKBOTYyIiIiIyyO+//45OnTrBy8sLCoUCmzZtytPyjx8/xoABA1CrVi1YWlqia9eueustWrQI1apVg62tLapWrYpVq1YVPHgDMTkmIiIiIoOkpqaidu3aWLRoUb6WV6vVsLW1xQcffICQkBC9dZYsWYKxY8di4sSJOH36NCZNmoQhQ4bgl19+KUjoBuMv5BERERFRnikUCmzcuFHn6m9aWhrGjRuHtWvXIjExETVr1sTMmTPRsmXLbMsPGDAAiYmJ2a4+N2nSBE2bNsWXX36pLRs5ciQOHTqEvXv3mqg1/+KVYyIiIiIyiqFDh+LAgQOIjIzEyZMn0b17d7Rr1w6xsbEGryMtLQ02NjY6Zba2tvjzzz+RkZFh7JCzYXJMRERERAWWkJCA8PBwrFu3DsHBwfDz88OoUaPQrFkzhIeHG7ye0NBQLF++HEeOHIGI4K+//sLy5cuRkZGBf/75x4QteMrS5FsgIiIiohIvJiYGarUa/v7+OuVpaWkoXbq0wesZP348bt68iUaNGkFEULZsWYSFheGLL76AhYXpr+syOSYiIiKiAktJSYFSqcSRI0egVCp15jk4OBi8HltbW3z77bdYtmwZbt26BU9PT3z99ddwdHREmTJljB12NkyOiYiIiKjAgoKCoFarcfv2bQQHBxd4fVZWVihfvjwAIDIyEh07duSVYyIiIiIqOlJSUnDx4kXtdHx8PI4fPw5XV1f4+/ujb9++6N+/P2bPno2goCDcuXMHUVFRCAwMRIcOHQAAZ86cQXp6Ou7du4fk5GQcP34cAFCnTh0AwIULF/Dnn3+iYcOGuH//PubMmYNTp05h5cqVhdJGPsqNiIiIiAwSHR2NVq1aZSsPCwtDREQEMjIyMHXqVKxatQrXrl2Dm5sbGjVqhEmTJqFWrVoAAB8fH1y+fDnbOrJS0rNnz6JPnz44f/48rKys0KpVK8ycORNVq1Y1beMyMTkmIiIiIsrER7kREREREWVickxERERElInJMRERERFRJibHRERERESZmBwTEREREWVickxERERElInJMRERERFRJibHRERERESZmBwTEREREWWyNHcAVDxoNBpcv34djo6OUCgU5g6HiIiIXlIiguTkZHh5ecHCwvjXeZkck0GuX78Ob29vc4dBREREBAC4cuUKypcvb/T1Mjkmgzg6OgJ4OhCdnJzMHA0RERG9rJKSkuDt7a3NTYyNyTEZJOtWCicnJybHREREZHamus2TX8gjIiIiIsrE5JiIiIiIKBOTYyIiIiKiTEyOiYiIiIgyMTmmouHRfeDCduDqX+aOhIiIiF5ifFoFmd/+hcD/pgJPHj2dLlsL6LUGKFXRvHERERHRS4dXjguBiGDQoEFwdXWFQqHA8ePHjbp+hUKBTZs2AQAuXbr0wm1ER0dDoVAgMTHRqHHky6W9wI5x/ybGAHArBvjpbfPFZAARwfeHEvDG4n0Infs7pv92FokP080dFhERERUQrxwXgm3btiEiIgLR0dHw9fWFm5ubuUMqOo6t0V9+9TDwTyzgVqVw4zHQpF/OIGL/Je30+VvJ2H3uNjYPaQZba6X5AiMiIjITTWoqUvbvh0KphH2TJrCwsTF3SPnC5LgQxMXFwdPTE02aNDF3KEVPenLO89KSCi+OPLjx4BFWH7wMQGBhcwUKizSoH1XEhVsp2Hz8Gno1qGDuEImIiApV0o4duPHJOGhSUgAASmdneM2aBYfgZmaOLO94W4WJDRgwAO+//z4SEhKgUCjg5uaGjh07aufPmzcPCoUC27Zt05ZVrlwZy5cvBwAcPnwYbdu2hZubG5ydndGiRQscPXo0TzFs3boV/v7+sLW1RatWrXDp0qUXLpOWloakpCSdl0lUeVV/uYMH4FHbNNssoFPXkiCWt2DnOxf2lRbDruIKOFSZBkunYzhxNdHc4RERERWqJ3fu4Pqo0drEGADUDx7g2vDhUCfnchGsiGJybGLz58/H5MmTUb58edy4cQNz587F3r17oVarAQB79uyBm5sboqOjAQDXrl1DXFwcWrZsCQBITk5GWFgY9u7di4MHD6JKlSpo3749kg0cbFeuXMEbb7yBTp064fjx43jnnXcwZsyYFy43ffp0ODs7a1/e3t75av8LBfYCKrXQLbOwAjrMApRF84ONci42sC2/CkrVbW2ZQvkYNl7rYO9w14yRERERFb6k37ZB0rN/70aTmorkXVFmiKhgmBybmLOzMxwdHaFUKuHh4YFOnTohOTkZx44dg4jg999/x8iRI7XJcXR0NMqVK4fKlSsDAFq3bo0333wTAQEBqFatGr7++ms8fPgQe/bsMWj7S5YsgZ+fH2bPno2qVauib9++GDBgwAuXGzt2LB48eKB9XblyJb9dkDtLa+DNDUC3b4G6YUCzEcCQQ0C1TqbZnhE8VsbBQvVPtnKFQgOFIx9FR0RELxdN2uMc50ku84oqJseFzMXFBbVr10Z0dDRiYmJgbW2NQYMG4dixY0hJScGePXvQosW/V1Jv3bqFgQMHokqVKnB2doaTkxNSUlKQkJBg0PbOnj2Lhg0b6pQ1btz4hcupVCo4OTnpvExGaQnU/A/Q+SsgZAJQ2s902zKC5Fzuk9ag+J0EiIiICsKxVSv9M5RKOLRooX9eEcbk2AxatmyJ6OhobSLs6uqKatWqYe/evdmS47CwMBw/fhzz58/H/v37cfz4cZQuXRrpej6+oMJRt2xd2Fra6p3XtFzTQo6GiIjIvFSVK6P0e+9mK3cf8SGsPD3NEFHBFM2bOku4Fi1a4Ntvv4WlpSXatWsH4GnCvHbtWly4cEF7vzEA7Nu3D4sXL0b79u0BPL2H+J9/sn+kn5Nq1arh559/1ik7ePBgwRvxEnO0dsSo+qMw9eBUCERb3tq7NVp6tzRfYERERGbiPnw4HNu0QfL27YCFEk7tX4NNQIC5w8oXJsdm0Lx5cyQnJ2PLli2YMWMGgKfJcbdu3eDp6Ql/f39t3SpVqmD16tWoX78+kpKSMHr0aNja6r9qqc97772H2bNnY/To0XjnnXdw5MgRREREGLtJL50eVXugpltN/BL3C1IyUtC8fHO09m4NCwU/jCEiopeTba1asK1Vy9xhFBjfyc2gVKlSqFWrFsqUKYOAzL+qmjdvDo1Go3NLBQCsWLEC9+/fR926ddGvXz988MEHcHd3N3hbFSpUwE8//YRNmzahdu3aWLp0KaZNm2bU9rysqpeujo8bfIwpTaegbcW2UFrwxz+IiIiKO4WIyIur0csuKSkJzs7OePDggWm/nEdERESUC1PnJLxyTERERESUickxEREREVEmJsdERERERJmYHBMRERERZWJyTERERESUic85JoNkPdQkKSnJzJEQERHRyywrFzHVA9eYHJNBkpOTAQDe3t5mjoSIiIjoaW7i7Oxs9PXyOcdkEI1Gg/Pnz6N69eq4cuUKn3VsYklJSfD29mZfFwL2deFhXxcO9nPhYV8Xnmf72tHREcnJyfDy8oKFhfHvEOaVYzKIhYUFypUrBwBwcnLiSaCQsK8LD/u68LCvCwf7ufCwrwtPVl+b4opxFn4hj4iIiIgoE5NjIiIiIqJMTI7JYCqVChMmTIBKpTJ3KCUe+7rwsK8LD/u6cLCfCw/7uvAUZl/zC3lERERERJl45ZiIiIiIKBOTYyIiIiKiTEyOiYiIiIgyMTkmIiIiIsrE5JgAABMnToRCodB5BQQE5LrMunXrEBAQABsbG9SqVQtbt24tpGiLt7z29enTp/Gf//wHPj4+UCgUmDdvXuEFW8zlta+/+eYbBAcHo1SpUihVqhRCQkLw559/FmLExVde+3rDhg2oX78+XFxcYG9vjzp16mD16tWFGHHxlZ/zdZbIyEgoFAp07drVtEGWAHnt54iIiGz1bWxsCjHi4is/YzoxMRFDhgyBp6cnVCoV/P39jZaH8BfySKtGjRrYtWuXdtrSMufhsX//fvTu3RvTp09Hx44d8f3336Nr1644evQoatasWRjhFmt56euHDx/C19cX3bt3x4cfflgY4ZUoeenr6Oho9O7dG02aNIGNjQ1mzpyJV199FadPn9b+QiTlLC997erqinHjxiEgIADW1tbYsmUL3nrrLbi7uyM0NLQwwi3W8tLXWS5duoRRo0YhODjYlKGVKHntZycnJ5w/f147rVAoTBZbSZOXvk5PT0fbtm3h7u6O9evXo1y5crh8+TJcXFyMEguTY9KytLSEh4eHQXXnz5+Pdu3aYfTo0QCAKVOmYOfOnVi4cCGWLl1qyjBLhLz09SuvvIJXXnkFADBmzBhThlUi5aWv16xZozO9fPly/PTTT4iKikL//v1NEV6Jkpe+btmypc70sGHDsHLlSuzdu5fJsQHy0tcAoFar0bdvX0yaNAl//PEHEhMTTRdcCZLXflYoFHmqT//KS19/++23uHfvHvbv3w8rKysAgI+Pj9Fi4W0VpBUbGwsvLy/4+vqib9++SEhIyLHugQMHEBISolMWGhqKAwcOmDrMEiEvfU0FU5C+fvjwITIyMuDq6mrCCEuO/Pa1iCAqKgrnz59H8+bNTRxlyZDXvp48eTLc3d3x9ttvF1KEJUNe+zklJQUVK1aEt7c3unTpgtOnTxdSpMVfXvr6559/RuPGjTFkyBCULVsWNWvWxLRp06BWq40SC5NjAgA0bNgQERER2LZtG5YsWYL4+HgEBwcjOTlZb/2bN2+ibNmyOmVly5bFzZs3CyPcYi2vfU35V9C+/vjjj+Hl5ZXtD0HKLj99/eDBAzg4OMDa2hodOnTAggUL0LZt20KMunjKa1/v3bsXK1aswDfffFPIkRZvee3nqlWr4ttvv8XmzZvx3XffQaPRoEmTJrh69WohR1785LWv//77b6xfvx5qtRpbt27F+PHjMXv2bEydOtU4AQmRHvfv3xcnJydZvny53vlWVlby/fff65QtWrRI3N3dCyO8EuVFff2sihUryty5c00fVAmVl76ePn26lCpVSk6cOFEIkZU8hvS1Wq2W2NhYOXbsmMyaNUucnZ1l9+7dhRdkCZFbXyclJYmPj49s3bpVWxYWFiZdunQpxAhLhrycP0RE0tPTxc/PTz799FMTR1byvKivq1SpIt7e3vLkyRNt2ezZs8XDw8Mo2+c9x6SXi4sL/P39cfHiRb3zPTw8cOvWLZ2yW7du8V6rfHhRX5PxGNrXs2bNwowZM7Br1y4EBgYWUnQliyF9bWFhgcqVKwMA6tSpg7Nnz2L69OnZ7kem3OXW13Fxcbh06RI6deqkLdNoNACe3uN5/vx5+Pn5FVqsxVlez9VWVlYICgriuT0fXtTXnp6esLKyglKp1JZVq1YNN2/eRHp6OqytrQu0fd5WQXqlpKQgLi4Onp6eeuc3btwYUVFROmU7d+5E48aNCyO8EuVFfU3GY0hff/HFF5gyZQq2bduG+vXrF2J0JUt+xrVGo0FaWpoJoyqZcuvrgIAAxMTE4Pjx49pX586d0apVKxw/fhze3t5miLh4yuuYVqvViImJ4bk9H17U102bNsXFixe1f+gBwIULF+Dp6VngxBgAb6ugp0aOHCnR0dESHx8v+/btk5CQEHFzc5Pbt2+LiEi/fv1kzJgx2vr79u0TS0tLmTVrlpw9e1YmTJggVlZWEhMTY64mFBt57eu0tDQ5duyYHDt2TDw9PWXUqFFy7NgxiY2NNVcTio289vWMGTPE2tpa1q9fLzdu3NC+kpOTzdWEYiOvfT1t2jTZsWOHxMXFyZkzZ2TWrFliaWkp33zzjbmaUGzkta+fx9sqDJPXfp40aZJs375d4uLi5MiRI9KrVy+xsbGR06dPm6sJxUZe+zohIUEcHR1l6NChcv78edmyZYu4u7vL1KlTjRIPb6sgAMDVq1fRu3dv3L17F2XKlEGzZs1w8OBBlClTBgCQkJAAC4t/P2ho0qQJvv/+e3z66af45JNPUKVKFWzatInPODZAXvv6+vXrCAoK0k7PmjULs2bNQosWLRAdHV3Y4Rcree3rJUuWID09Hd26ddNZz4QJEzBx4sTCDL3YyWtfp6amYvDgwbh69SpsbW0REBCA7777Dj179jRXE4qNvPY15U9e+/n+/fsYOHAgbt68iVKlSqFevXrYv38/qlevbq4mFBt57Wtvb29s374dH374IQIDA1GuXDkMGzYMH3/8sVHiUYiIGGVNRERERETFHP+0JCIiIiLKxOSYiIiIiCgTk2MiIiIiokxMjomIiIiIMjE5JiIiIiLKxOSYiIiIiCgTk2MiIiIiokxMjomIiIgoV7///js6deoELy8vKBQKbNq0qURt71lMjomIiIgoV6mpqahduzYWLVpUIrf3LP58NBERERHl6rXXXsNrr72W4/y0tDSMGzcOa9euRWJiImrWrImZM2eiZcuWJtmeKfHKMREREREVyNChQ3HgwAFERkbi5MmT6N69O9q1a4fY2Fhzh5ZnTI6JiIiIKN8SEhIQHh6OdevWITg4GH5+fhg1ahSaNWuG8PBwc4eXZ0yOiYiIiCjfYmJioFar4e/vDwcHB+1rz549iIuLAwCcO3cOCoUi19eYMWPM3JKneM8xEREREeVbSkoKlEoljhw5AqVSqTPPwcEBAODr64uzZ8/mup7SpUubLMa8YHJMRERERPkWFBQEtVqN27dvIzg4WG8da2trBAQEFHJk+cPkmIiIiIhylZKSgosXL2qn4+Pjcfz4cbi6usLf3x99+/ZF//79MXv2bAQFBeHOnTuIiopCYGAgOnToYNTtVahQwShtyolCRMSkWyAiIiKiYi06OhqtWrXKVh4WFoaIiAhkZGRg6tSpWLVqFa5duwY3Nzc0atQIkyZNQq1atYy+PVNickxERERElIlPqyAiIiIiysTkmIiIiIgoE5NjIiIiIqJMTI6JiIiIiDIxOSYiIiIiysTkmIiIiIgoE5NjIiIiIqJMTI6JiIiIiDIxOSYiIiIiymRp7gCoeNBoNLh+/TocHR2hUCjMHQ4RERG9pEQEycnJ8PLygoWF8a/zMjkmg1y/fh3e3t7mDoOIiIgIAHDlyhWUL1/e6OtlckwGcXR0BPB0IDo5OZk5GiIiInpZJSUlwdvbW5ubGBuTYzJI1q0UTk5OTI6JiIjI7Ex1mye/kEdERERElInJMRERERFRJibHRERERESZmBwTEREREWXiF/LI7EQE+6/vx6Ebh1DKphQ6+nZEGbsy5g6LiIiIXkJMjsms1Bo1Ru4ZiaiEKG3ZkhNLMK/VPDTxamLGyIiIiOhlxNsq8khEMGjQILi6ukKhUODYsWM608ePHzd3iMXK1vitOokxADx68ggT90+ERjRmioqIqAgTAS5GAXvnAWd+BtRPzB0RUYnCK8d5tG3bNkRERCA6Ohq+vr44fPiwzrSbm5u5QyxWdl/Zrbf8RuoNnL13FjVK1yjkiIiIirC0FGBNNyDhwL9lpasAYb8ATp7mi4sIgDoxESl79gAWSji0bAGliX6kw9SYHOdRXFwcPD090aTJ04/8L1++rDNNeaNSqnKeZ5HzPCKil9LeObqJMQDcjQW2fwJ0DzdPTEQAHvz8M26M/wySlgYAsLCzg9cXM+EYEmLmyPKOt1XkwYABA/D+++8jISEBCoUCPj4+2aYBwMfHB/PmzdNZtk6dOpg4cSKAp7dmTJw4ERUqVIBKpYKXlxc++OADbV0fHx9MmTIFvXv3hr29PcqVK4dFixbprC8hIQFdunSBg4MDnJyc0KNHD9y6dQsA8ODBAyiVSvz1118AAI1GA1dXVzRq1Ei7/HfffQdvb+8c25qWloakpCSdlyl09O2ot7yKS1VULlXZJNskIiq2Tm/SX372F0CjLtRQiLJk3LqF65+M0ybGAKB5+BDXRn8E9YMHZowsf5gc58H8+fMxefJklC9fHjdu3MCePXt0pg8fPmzQen766SfMnTsXy5YtQ2xsLDZt2oRatWrp1Pnyyy9Ru3ZtHDt2DGPGjMGwYcOwc+dOAE+T3S5duuDevXvYs2cPdu7cib///hs9e/YEADg7O6NOnTqIjo4GAMTExGjvj05JSQEA7NmzBy1atMgxxunTp8PZ2Vn7yi2RLogyloF4crcNRP4dipp0Vzg8CDPJ9oiIijUT/VwuUUEkb9sGPMl+77s8eoTkXVF6lijaeFtFHjg7O8PR0RFKpRIeHh4AkG3aEAkJCfDw8EBISAisrKxQoUIFNGjQQKdO06ZNMWbMGACAv78/9u3bh7lz56Jt27aIiopCTEwM4uPjtUnrqlWrUKNGDRw+fBivvPIKWrZsiejoaIwaNQrR0dFo27Ytzp07h71796Jdu3aIjo7GRx99lGOMY8eOxYgRI7TTSUlJJkmQ1xy8jEe320JxrwGUdn9D1PZQp1bGHwoLXE98BC8XW6Nvk4io2KreFfhjlp7yLoCFstDDIQIAycjI17yiileOzaB79+549OgRfH19MXDgQGzcuBFPnvuLq3Hjxtmmz549CwA4e/YsvL29dZLV6tWrw8XFRVunRYsW2Lt3L9RqNfbs2YOWLVtqE+br16/j4sWLaNmyZY4xqlQqODk56bxM4fqDxwAAeeKMJ0lBUKf6A7CACHAz6bFJtklEVGwFjwB8gnXLylQDQj83TzxEABzatNH/qYalJRxatSr8gAqIybEJWFhYQER0yjKe+cvJ29sb58+fx+LFi2Fra4vBgwejefPmOnUKqnnz5khOTsbRo0fx+++/6yTHe/bsgZeXF6pUqWK07eVXvYql9JY7qCxRtWzx/JYrEZHJWNsDA7Y8fTrFq58DvSOB/+4DHA3/9JLI2FSVKqHMhx/qFioUKPvJWFiVdTdPUAXA2ypMoEyZMrhx44Z2OikpCfHx8Tp1bG1t0alTJ3Tq1AlDhgxBQEAAYmJiULduXQDAwYMHdeofPHgQ1apVAwBUq1YNV65cwZUrV7RXj8+cOYPExERUr14dAODi4oLAwEAsXLgQVlZWCAgIgLu7O3r27IktW7bker9xYer9SgVE/pmAS3cf6pS/37oy7FUcnkREelVq/vRFVES4DRoIx9atkLRjBxQWSji91g7WFSuaO6x8YfZhAq1bt0ZERAQ6deoEFxcXfPbZZ1Aq/70XLCIiAmq1Gg0bNoSdnR2+++472NraouIzg2jfvn344osv0LVrV+zcuRPr1q3Dr7/+CgAICQlBrVq10LdvX8ybNw9PnjzB4MGD0aJFC9SvX1+7jpYtW2LBggXo1q0bAMDV1RXVqlXDDz/8kO3pF+bibGeFn/7bBCv2xmNf3F242lmhV4MKCK3BqyBERETFiapyZZSpXPyfNMXk2ATGjh2L+Ph4dOzYEc7OzpgyZYrOlWMXFxfMmDEDI0aMgFqtRq1atfDLL7+gdOnS2jojR47EX3/9hUmTJsHJyQlz5sxBaGgoAEChUGDz5s14//330bx5c1hYWKBdu3ZYsGCBThwtWrTAvHnzdO4tbtmyJU6cOJHr/caFrbSDCh+1CzB3GERERERQyPM3x5LZ+fj4YPjw4Rg+fLi5Q9FKSkqCs7MzHjx4YLIv5xERERG9iKlzEn4hj4iIiIgoE5NjIiIiIqJMvOe4CLp06ZK5QyAiIiJ6KfHKMRERERFRJibHRERERESZeFsFGSTroSZJSUlmjoSIiIheZlm5iKkeuMbkmAySnJwMANpf5CMiIiIyp+TkZDg7Oxt9vXzOMRlEo9Hg+vXrcHR0hEKhMPr6k5KS4O3tjStXrvA5ygXEvjQe9qXxsC+Ni/1pPOxL4ymsvhQRJCcnw8vLCxYWxr9DmFeOySAWFhYoX768ybfj5OTEk5ORsC+Nh31pPOxL42J/Gg/70ngKoy9NccU4C7+QR0RERESUickxEREREVEmJsdUJKhUKkyYMAEqlcrcoRR77EvjYV8aD/vSuNifxsO+NJ6S0pf8Qh4RERERUSZeOSYiIiIiysTkmIiIiIgoE5NjIiIiIqJMTI6JiIiIiDIxOSajmzhxIhQKhc4rICDAoGUjIyOhUCjQtWtXnXIRwWeffQZPT0/Y2toiJCQEsbGxJoi+aDFFXw4YMCDbOtu1a2eC6IuWvPZlREREtvo2NjY6dTgujdeXHJeGH+OJiYkYMmQIPD09oVKp4O/vj61bt+rUWbRoEXx8fGBjY4OGDRvizz//NGUzigRT9GVBzsHFXV7b3rJly2z1FQoFOnTooK1TXM6Z/IU8MokaNWpg165d2mlLyxcPtUuXLmHUqFEIDg7ONu+LL77AV199hZUrV6JSpUoYP348QkNDcebMmWxvsiWNsfsSANq1a4fw8HDtdHF/7I6h8tqXTk5OOH/+vHb6+Z9O57g0Xl8CHJdZcuvL9PR0tG3bFu7u7li/fj3KlSuHy5cvw8XFRVvnhx9+wIgRI7B06VI0bNgQ8+bNQ2hoKM6fPw93d3dTNsXsjN2XeV1nSZOXtm/YsAHp6ena6bt376J27dro3r27tqy4nDNfnj1MhcrS0hIeHh4G11er1ejbty8mTZqEP/74A4mJidp5IoJ58+bh008/RZcuXQAAq1atQtmyZbFp0yb06tXL2OEXKcbsyywqlSpP6ywp8tqXCoUix/ocl8bryywcly/27bff4t69e9i/fz+srKwAAD4+Pjp15syZg4EDB+Ktt94CACxduhS//vorvv32W4wZM8aosRc1xu7LvK6zpMlL211dXXWmIyMjYWdnp02Oi9M5k7dVkEnExsbCy8sLvr6+6Nu3LxISEnKtP3nyZLi7u+Ptt9/ONi8+Ph43b95ESEiItszZ2RkNGzbEgQMHjB57UWPMvswSHR0Nd3d3VK1aFf/9739x9+5dY4ddJOW1L1NSUlCxYkV4e3ujS5cuOH36tHYex6Xx+jILx+WL+/Lnn39G48aNMWTIEJQtWxY1a9bEtGnToFarATy9GnrkyBGdcWlhYYGQkBCOy+e8qC/zs86SpiBtX7FiBXr16gV7e3sAxeucyeSYjK5hw4aIiIjAtm3bsGTJEsTHxyM4OBjJycl66+/duxcrVqzAN998o3f+zZs3AQBly5bVKS9btqx2Xkll7L4Enn50vWrVKkRFRWHmzJnYs2cPXnvttWxvCCVNXvuyatWq+Pbbb7F582Z899130Gg0aNKkCa5evQqA49KYfQlwXBral3///TfWr18PtVqNrVu3Yvz48Zg9ezamTp0KAPjnn3+gVqs5Lo3Ql/lZZ0lSkLb/+eefOHXqFN555x1tWbE6ZwqRid2/f1+cnJxk+fLl2eYlJSWJj4+PbN26VVsWFhYmXbp00U7v27dPAMj169d1lu3evbv06NHDZHEXRQXtS33i4uIEgOzatcvY4RZpufWlPunp6eLn5yeffvqpiHBcPqugfakPx6X+vqxSpYp4e3vLkydPtGWzZ88WDw8PERG5du2aAJD9+/frLDd69Ghp0KCB6QIvggral/lZZ0mWl7YPGjRIatWqpVNWnM6ZvOeYTM7FxQX+/v64ePFitnlxcXG4dOkSOnXqpC3TaDQAnt7rdP78ee39Trdu3YKnp6e23q1bt1CnTh3TBl/EFLQv/fz8si3n6+sLNzc3XLx4EW3atDFd8EVMbn2pj5WVFYKCgrT1OS7/VdC+1IfjUn/feHp6wsrKCkqlUltWrVo13Lx5E+np6XBzc4NSqcStW7d0lrt169ZLd99sQfvS2to6z+ssyQxte2pqKiIjIzF58mSd8uJ0zuRtFWRyKSkpiIuL0zkYsgQEBCAmJgbHjx/Xvjp37oxWrVrh+PHj8Pb2RqVKleDh4YGoqCjtcklJSTh06BAaN25cmE0xu4L2pT5Xr17F3bt39a6zJMutL/VRq9WIiYnR1ue4/FdB+1Ifjkv97W7atCkuXryo/cMXAC5cuABPT09YW1vD2toa9erV0xmXGo0GUVFRHJfPeVFf5medJZmhbV+3bh3S0tLw5ptv6pQXq3OmuS9dU8kzcuRIiY6Olvj4eNm3b5+EhISIm5ub3L59W0RE+vXrJ2PGjMlxeX23AsyYMUNcXFxk8+bNcvLkSenSpYtUqlRJHj16ZMqmmJ2x+zI5OVlGjRolBw4ckPj4eNm1a5fUrVtXqlSpIo8fPzZ1c8wqr305adIk2b59u8TFxcmRI0ekV69eYmNjI6dPn9bW4bg0Tl9yXBrelwkJCeLo6ChDhw6V8+fPy5YtW8Td3V2mTp2qrRMZGSkqlUoiIiLkzJkzMmjQIHFxcZGbN28WevsKkyn68kXrLMny+/7TrFkz6dmzp951FpdzJm+rIKO7evUqevfujbt376JMmTJo1qwZDh48iDJlygAAEhISYGGRtw8tPvroI6SmpmLQoEFITExEs2bNsG3btiL1XERTMHZfKpVKnDx5EitXrkRiYiK8vLzw6quvYsqUKSX+mbJ57cv79+9j4MCBuHnzJkqVKoV69eph//79qF69urYOx6Vx+pLj0vC+9Pb2xvbt2/Hhhx8iMDAQ5cqVw7Bhw/Dxxx9r6/Ts2RN37tzBZ599hps3b6JOnTrYtm1bti9ClTSm6MsXrbMky8/7z/nz57F3717s2LFD7zqLyzlTISJi7iCIiIiIiIoC3nNMRERERJSJyTERERERUSYmx0REREREmZgcExERERFlYnJMRERERJSJyTERERERUSYmx0REREREmZgcExEREVGufv/9d3Tq1AleXl5QKBTYtGlTidres5gcExEREVGuUlNTUbt2bSxatKhEbu9Z/PloIiIiIsrVa6+9htdeey3H+WlpaRg3bhzWrl2LxMRE1KxZEzNnzkTLli1Nsj1T4pVjIiIiIiqQoUOH4sCBA4iMjMTJkyfRvXt3tGvXDrGxseYOLc+YHBMRERFRviUkJCA8PBzr1q1DcHAw/Pz8MGrUKDRr1gzh4eHmDi/PmBwTERERUb7FxMRArVbD398fDg4O2teePXsQFxcHADh37hwUCkWurzFjxpi5JU/xnmMiIiIiyreUlBQolUocOXIESqVSZ56DgwMAwNfXF2fPns11PaVLlzZZjHnB5JiIiIiI8i0oKAhqtRq3b99GcHCw3jrW1tYICAgo5Mjyh8kxEREREeUqJSUFFy9e1E7Hx8fj+PHjcHV1hb+/P/r27Yv+/ftj9uzZCAoKwp07dxAVFYXAwEB06NDBqNurUKGCUdqUE4WIiEm3QERERETFWnR0NFq1apWtPCwsDBEREcjIyMDUqVOxatUqXLt2DW5ubmjUqBEmTZqEWrVqGX17psTkmIiIiIgoE59WQURERESUickxEREREVEmJsdERERERJmYHBMRERERZWJyTERERESUickxEREREVEmJsdERERERJmYHBMRERERZWJyTERERESUydLcAVDxoNFocP36dTg6OkKhUJg7HCIiInpJiQiSk5Ph5eUFCwvjX+dlckwGuX79Ory9vc0dBhEREREA4MqVKyhfvrzR18vkmAzi6OgI4OlAdHJyMnM0RERE9LJKSkqCt7e3NjcxNibHZJCsWymcnJyYHBMREZHZmeo2T34hj4iIiIgoE5NjIiIiIqJMTI6JiIiIiDIxOSYiIiIiysTkmIiIiIgoE5NjIiIiIqJMTI5NTEQwaNAguLq6QqFQ4Pjx49nqTJw4EXXq1Cn02IqSjBs38GDzZqT88QdErTZ3OERERNml3AF2TwNWdQU2DwGuHzN3RGQCfM6xiW3btg0RERGIjo6Gr68vPD09sXHjRnTt2tXcoRUZt+fPx92vvwEyk2Kr8uXhvWwpVH5+Zo6MiIgoU/JNYHkI8ODKv2UnIoEeq4GA9uaLi4yOV45NLC4uDp6enmjSpAk8PDwKddvp6emFur38SPnjD9xdslSbGANAxtWruDZylBmjIiIies7+BbqJMQBongA7xwMi5ompCEl/okHEvnj0WHYAvb8+iDWHLkOtKZ79wuTYhAYMGID3338fCQkJUCgU8PHxAQC8/vrrOtNZli1bBm9vb9jZ2aFHjx548OCBdl7Lli0xfPhwnfpdu3bFgAEDtNM+Pj6YMmUK+vfvDycnJwwaNAgRERFwcXHB9u3bUa1aNTg4OKBdu3a4ceNGrrGnpaUhKSlJ52UKD375Rf/2z51DWmysSbZJRESUZ5f36S+/exFIzv099WXw7nd/YWr0DziZtgjHHi/CZzt/xIc/HDd3WPnC5NiE5s+fj8mTJ6N8+fK4ceMGDh8+DPw/e3ceF1W9/gH8cxhgQNlElHVEUZFSUYskVFKTwiXTulfN+CmmZYuUZty0q4ZLqZnmUmY3NdAySUutq+YSiabikkquISAGCYqayiCKOPP9/eE4t5HFGZgzM8Dn/Xqd18s56/M838PweDhzBkBiYqLBawDIysrCmjVr8N///hdbtmzBkSNH8Nprr5l8zLlz56JDhw44cuQIpkyZAgAoKSnB3Llz8eWXX2LXrl3Izc1FfHzVV2ZnzZoFd3d3/aRSqUyOxRiitPKr29oqlhEREVlUw6YVz7d3ApRulo3FxuzNvoS0a4vhHLAKDu6/wcE9HQ1UK7H1/H9w/Ny1++/AxrA5lpG7uztcXV2hUCjg4+ODJk2aAAA8PDwMXgPAzZs3sXLlSnTs2BGPPfYYPv74YyQnJ+P8+fMmHfPxxx/HW2+9hZYtW6Kl7p7dsrIyfPbZZwgLC8NDDz2EuLg4pKSkVLmfd955B9euXdNPeXl5Va5fXa69Hq9wvoOfH5wefECWYxIREZnskVEVzw8dAihdLBuLjfnx9H44eBwuN9/Rcw+2ZR61QkQ1w+bYRjRr1gz+/v761xEREdBqtcjIyDBpP2FhYeXmNWjQQN8oA4Cvry8KCwur3I9SqYSbm5vBJAe3fv3g+kSUwTzJ2Rk+M6ZDsuPpSURENiI4Gug7F3D2vPPazh7oMBTo84F147IB13Cq0mVXxUkLRmIefFpFLWFnZwdxzw3/ZWVl5dZr2LBhuXkODg4GryVJKrcva5EUCvgvWoTre/eiZN8+KDwawa3/U3BoWsmfr4iIiKyl80tAp2F37jN29QEaelk7IpvQOTAAOyq55ta5mTy3ZcqJl+YszMHBAZoKnuObm5uL/Px8/et9+/bBzs4Obdq0AQA0adLE4EN0Go0Gx48flz9gC5AkCS5du6LpW2+h8aiRbIyJiMh2OTgBPu3YGP/N0636ooF9+VtLPJSeiAqs+PZJW8bm2MKaN2+OlJQUnD9/HleuXNHPd3JyQmxsLH777Tf88ssveOONNzB48GD9498ef/xxbNq0CZs2bcLvv/+OV199FVevXrVSFkRERER3uDm6YUnUYgS4BOjntXBvgf88sQRO9k5WjKx6eFuFhc2bNw/jx4/H0qVL4e/vj7NnzwIAWrVqhWeffRZ9+/bFX3/9haeeegqffvqpfruRI0fit99+w/Dhw2Fvb48333wTPXv2tFIWRERERP/zkPdD2PzsZpz86yQUkgIhniHWDqnaJGErN5+STSsqKoK7uzuuXbsm24fziIiIiO5H7p6Et1UQEREREemwOSYiIiIi0mFzTERERESkw+aYiIiIiEiHzTERERERkQ4f5UZGuftQk6KiIitHQkRERPXZ3V5ErgeusTkmo6jVagCASlX7vgaSiIiI6h61Wg13d3ez75fPOSajaLVa5Ofnw9XVFZIkWeSYRUVFUKlUyMvL47OV78HaVI31qRxrUznWpmqsT+VYm8rJURshBNRqNfz8/GBnZ/47hHnlmIxiZ2eHgICA+68oAzc3N77ZVIK1qRrrUznWpnKsTdVYn8qxNpUzd23kuGJ8Fz+QR0RERESkw+aYiIiIiEiHzTHZLKVSiYSEBCiVSmuHYnNYm6qxPpVjbSrH2lSN9akca1O52lgbfiCPiIiIiEiHV46JiIiIiHTYHBMRERER6bA5JiIiIiLSYXNMRERERKTD5pgsavHixWjevDmcnJwQHh6OAwcOVLpuWVkZpk+fjpYtW8LJyQkdOnTAli1bDNZZsmQJQkND9Q8Xj4iIwI8//ih3GrIwd23+bvbs2ZAkCePGjZMhcvmZuzZTp06FJEkGU0hIiNxpyEKO8+bcuXP4v//7PzRu3BjOzs5o3749fv31VznTkI2569O8efNy544kSRgzZozcqZiduWuj0WgwZcoUtGjRAs7OzmjZsiVmzJiB2vi5f3PXRq1WY9y4cQgMDISzszO6dOmCgwcPyp2G2e3atQv9+/eHn58fJEnChg0b7rtNamoqHnroISiVSrRq1QpJSUnl1jGl3hYhiCwkOTlZODo6ii+++EKcOHFCvPTSS8LDw0NcuHChwvXffvtt4efnJzZt2iSys7PFp59+KpycnMThw4f16/zwww9i06ZN4vTp0yIjI0P8+9//Fg4ODuL48eOWSsss5KjNXQcOHBDNmzcXoaGhYuzYsTJnYn5y1CYhIUG0bdtWFBQU6KeLFy9aKiWzkaM2f/31lwgMDBQjRowQ+/fvF2fOnBFbt24VWVlZlkrLbOSoT2FhocF5s337dgFA7Nixw0JZmYcctXn//fdF48aNxcaNG0VOTo5Yu3atcHFxEQsXLrRUWmYhR20GDx4sHnzwQbFz506RmZkpEhIShJubm/jzzz8tlZZZbN68WUyaNEmsW7dOABDr16+vcv0zZ86IBg0aiPHjx4uTJ0+Kjz/+WCgUCrFlyxb9OqbW2xLYHJPFdO7cWYwZM0b/WqPRCD8/PzFr1qwK1/f19RWffPKJwbxnn31WxMTEVHmcRo0aiWXLltU8YAuSqzZqtVq0bt1abN++XXTv3r1WNsdy1CYhIUF06NBBlngtSY7aTJgwQXTr1k2egC3MEu85Y8eOFS1bthRardY8QVuIHLXp16+fGDlyZJXr1Abmrk1JSYlQKBRi48aNBus89NBDYtKkSWaO3nKMaY7ffvtt0bZtW4N5Q4YMEdHR0frXptbbEnhbBVnErVu3cOjQIURFRenn2dnZISoqCmlpaRVuU1paCicnJ4N5zs7O2L17d4XrazQaJCcn4/r164iIiDBf8DKTszZjxoxBv379DPZdm8hZm8zMTPj5+SEoKAgxMTHIzc01fwIykqs2P/zwA8LCwjBo0CA0bdoUnTp1wtKlS+VJQkaWeM+5desWvvrqK4wcORKSJJkveJnJVZsuXbogJSUFp0+fBgD89ttv2L17N/r06SNDFvKQoza3b9+GRqMx6dyqK9LS0sr9/omOjtbXsjr1tgQ2x2QRly5dgkajgbe3t8F8b29vnD9/vsJtoqOj8dFHHyEzMxNarRbbt2/HunXrUFBQYLDesWPH4OLiAqVSiVdeeQXr16/Hgw8+KFsu5iZXbZKTk3H48GHMmjVL1vjlJFdtwsPDkZSUhC1btmDJkiXIyclBZGQk1Gq1rPmYk1y1OXPmDJYsWYLWrVtj69atePXVV/HGG29gxYoVsuZjbnK+59y1YcMGXL16FSNGjDB3+LKSqzYTJ07Ec889h5CQEDg4OKBTp04YN24cYmJiZM3HnOSojaurKyIiIjBjxgzk5+dDo9Hgq6++QlpaWqXnVl1x/vz5CmtZVFSEGzduVKvelsDmmGzWwoUL0bp1a4SEhMDR0RFxcXF44YUXYGdneNq2adMG6enp2L9/P1599VXExsbi5MmTVoraMu5Xm7y8PIwdOxarVq0qd7WirjPmvOnTpw8GDRqE0NBQREdHY/Pmzbh69SrWrFljxcjlZ0xttFotHnroIcycOROdOnXC6NGj8dJLL+Gzzz6zYuSWYex7zl3Lly9Hnz594OfnZ+FILc+Y2qxZswarVq3C119/jcOHD2PFihWYO3durfuPlamMqc2XX34JIQT8/f2hVCqxaNEiDB06tNJzi6yLo0IW4eXlBYVCgQsXLhjMv3DhAnx8fCrcpkmTJtiwYQOuX7+OP/74A7///jtcXFwQFBRksJ6joyNatWqFhx9+GLNmzUKHDh2wcOFC2XIxNzlqc+jQIRQWFuKhhx6Cvb097O3tsXPnTixatAj29vbQaDSy52UOcp43f+fh4YHg4GBkZWWZNX45yVUbX1/fcn95eeCBB2rdbSdynzt//PEHfvrpJ7z44ouyxC8nuWrzr3/9S3/1uH379hg2bBjefPPNWvXXK7lq07JlS+zcuRPFxcXIy8vDgQMHUFZWVuX7Ul3g4+NTYS3d3Nzg7OxcrXpbAptjsghHR0c8/PDDSElJ0c/TarVISUm57/3BTk5O8Pf3x+3bt/Hdd99hwIABVa6v1WpRWlpqlrgtQY7a9OrVC8eOHUN6erp+CgsLQ0xMDNLT06FQKGTNyVwsdd4UFxcjOzsbvr6+ZotdbnLVpmvXrsjIyDBY//Tp0wgMDDRvAjKT+9xJTExE06ZN0a9fP7PHLje5alNSUlLuSqhCoYBWqzVvAjKS+7xp2LAhfH19ceXKFWzduvW+v89qu4iICINaAsD27dv1taxJvWVltY8CUr2TnJwslEqlSEpKEidPnhSjR48WHh4e4vz580IIIYYNGyYmTpyoX3/fvn3iu+++E9nZ2WLXrl3i8ccfFy1atBBXrlzRrzNx4kSxc+dOkZOTI44ePSomTpwoJEkS27Zts3R6NSJHbe5VW59WIUdt3nrrLZGamipycnLEnj17RFRUlPDy8hKFhYWWTq9G5KjNgQMHhL29vXj//fdFZmamWLVqlWjQoIH46quvLJ1ejcn1c6XRaESzZs3EhAkTLJmOWclRm9jYWOHv769/lNu6deuEl5eXePvtty2dXo3IUZstW7aIH3/8UZw5c0Zs27ZNdOjQQYSHh4tbt25ZOr0aUavV4siRI+LIkSMCgPjoo4/EkSNHxB9//CGEuPM7ediwYfr17z7K7V//+pc4deqUWLx4cYWPcquq3tbA5pgs6uOPPxbNmjUTjo6OonPnzmLfvn36Zd27dxexsbH616mpqeKBBx4QSqVSNG7cWAwbNkycO3fOYH8jR44UgYGBwtHRUTRp0kT06tWr1jXGd5m7Nveqrc2xEOavzZAhQ4Svr69wdHQU/v7+YsiQIbXyOb5CyHPe/Pe//xXt2rUTSqVShISEiM8//9wSqchCjvps3bpVABAZGRmWSEE25q5NUVGRGDt2rGjWrJlwcnISQUFBYtKkSaK0tNRSKZmNuWvzzTffiKCgIOHo6Ch8fHzEmDFjxNWrVy2Vjtns2LFDACg33a1HbGys6N69e7ltOnbsKBwdHUVQUJBITEwst9+q6m0NkhC18KtriIiIiIhkwHuOiYiIiIh02BwTEREREemwOSYiIiIi0mFzTERERESkw+aYiIiIiEiHzTERERERkQ6bYyIiIiIiHTbHREREREQ6bI6JiIiIiHTsrR0A1Q5arRb5+flwdXWFJEnWDoeIiIjqKSEE1Go1/Pz8YGdn/uu8bI7JKPn5+VCpVNYOg4iIiAgAkJeXh4CAALPvl80xGcXV1RXAnRPRzc3NytEQERFRfVVUVASVSqXvTcyNzTEZ5e6tFG5ubmyOiYiIyOrkus2TH8gjIiIiItJhc0xEREREpMPmmIiIiIhIh80xEREREZEOP5BHVieEwM7TF5GWfRmNGjrimU7+8HZzsnZYREREVA/xynEFhBAYPXo0PD09IUkSPDw8MG7cOP3y5s2bY8GCBSbvd8SIERg4cKDZ4jRWjx49DOK3Jbc1Wrz85SGMSDyI/+w6g9k//o7uH+7ArtMXrR0aERERmeDm77/j4qJFuPjJYpRmZ1s7nGpjc1yBLVu2ICkpCRs3bkRBQQHatWtn0vZnz56FJElIT0+XJ8A65Iff8rHt5AWDeTfLtHhn3TFotcJKURHp/JEGfD8GWDMcOLwSuH3L2hEREdmkS0uWIGfgM7j06RJc+uQTnHmqP/5a+aW1w6oWNscVyM7Ohq+vL7p06QIfHx/Y21vv7pNbt+r2L+OfTl2ocP65qzdwIr/IwtEQ/c3+/wCJvYEjXwEnvwd+eB1Y9Q9AU2btyIiIbErpmTO4uHCR4UwhcOGDD1B2oeLf87aMzfE9RowYgddffx25ubmQJAnNmzevcL2SkhKMHDkSrq6uaNasGT7//HP9shYtWgAAOnXqBEmS0KNHD4Nt586dC19fXzRu3BhjxoxBWdn/ftk2b94cM2bMwPDhw+Hm5obRo0cDAHbv3o3IyEg4OztDpVLhjTfewPXr1/Xbffrpp2jdujWcnJzg7e2Nf/7znwbH1Gq1ePvtt+Hp6QkfHx9MnTq1BlUyH6W9ApBuwaFRGpz8v4TSZz3snP68s8yBpydZyc1rwE/Tys/P2XWnUSYiIr3in3+ueIFGg+IdqRaNxRzYfdxj4cKFmD59OgICAlBQUICDBw9WuN68efMQFhaGI0eO4LXXXsOrr76KjIwMAMCBAwcAAD/99BMKCgqwbt06/XY7duxAdnY2duzYgRUrViApKQlJSUkG+547dy46dOiAI0eOYMqUKcjOzkbv3r3xj3/8A0ePHsU333yD3bt3Iy4uDgDw66+/4o033sD06dORkZGBLVu24LHHHjPY54oVK9CwYUPs378fc+bMwfTp07F9+/ZK61BaWoqioiKDSQ59QxujQeBSOPl8Dwe3E3BstB8Nmi9GYLOTCPaW52shie4r7yBQdr3iZWd2WDYWIiIbJzk6VmuZrWJzfA93d3e4urpCoVDAx8cHTZo0qXC9vn374rXXXkOrVq0wYcIEeHl5YceOO780727TuHFj+Pj4wNPTU79do0aN8MknnyAkJARPPfUU+vXrh5SUFIN9P/7443jrrbfQsmVLtGzZErNmzUJMTAzGjRuH1q1bo0uXLli0aBFWrlyJmzdvIjc3Fw0bNsRTTz2FwMBAdOrUCW+88YbBPkNDQ5GQkIDWrVtj+PDhCAsLK3fcv5s1axbc3d31k0qlqlY97+eStBsK5zyDeZIkcNvjB9zS1O1bSsiGNfCsfJlzFcuIiOoh1+jegINDuflSgwZwjeplhYhqhs1xNYWGhur/LUkSfHx8UFhYeN/t2rZtC4VCoX/t6+tbbruwsDCD17/99huSkpLg4uKin6Kjo6HVapGTk4MnnngCgYGBCAoKwrBhw7Bq1SqUlJRUGm9lx/27d955B9euXdNPeXl5la5bE/vy91U4v6jsKjL+ypDlmET35f8Q4BNafr6dPdBpmOXjISKyYQ7eTeE3exYkZ2f9PDsXF/jPmwuFm5sVI6sePue4mhzu+R+SJEnQarVm2a5hw4YGr4uLi/Hyyy+XuxoMAM2aNYOjoyMOHz6M1NRUbNu2De+++y6mTp2KgwcPwsPDo1rxKpVKKJXK++ZTU42cGlW6zEPpIfvxiSo15Cvg25HAuV/vvG7YBOj7IdAk2LpxERHZIPd+/eDy2GMo3rULkkIBl8hI2N3Tz9QWbI5l4Ki7v0aj0Zhlfw899BBOnjyJVq1aVbqOvb09oqKiEBUVhYSEBHh4eODnn3/Gs88+a5YY5PJs62exLnMdBAwf29bZpzNUbvLcykFklEaBwEspwMUM4GYR4NsBsK99984REVmKwtUV7v36WTuMGuNtFTJo2rQpnJ2dsWXLFly4cAHXrl2r0f4mTJiAvXv3Ii4uDunp6cjMzMT333+v/0Dexo0bsWjRIqSnp+OPP/7AypUrodVq0aZNG3OkI6vQJqGY1mUa3JXu+nmP+DyCDx77wIpREf1NkzaA6hE2xkRE9QSvHMvA3t4eixYtwvTp0/Huu+8iMjISqamp1d5faGgodu7ciUmTJiEyMhJCCLRs2RJDhgwBAHh4eGDdunWYOnUqbt68idatW2P16tVo27atmTKS1zOtn0HfoL74/a/f0UjZCM3cmlk7JCIiIqqnJCEEv4aM7quoqAju7u64du0a3GrhzfVERERUN8jdk/C2CiIiIiIiHTbHREREREQ6bI6JiIiIiHTYHBMRERER6bA5JiIiIiLSYXNMRERERKTD5xyTUe4+8a+oqMjKkRAREVF9drcXketpxGyOyShqtRoAoFLxK52JiIjI+tRqNdzd3e+/oon4JSBkFK1Wi/z8fLi6ukKSJGuHYxOKioqgUqmQl5fHL0apIdbSfFhL82EtzYv1NJ/6XkshBNRqNfz8/GBnZ/47hHnlmIxiZ2eHgIAAa4dhk9zc3Orlm5McWEvzYS3Nh7U0L9bTfOpzLeW4YnwXP5BHRERERKTD5piIiIiISIfNMVE1KZVKJCQkQKlUWjuUWo+1NB/W0nxYS/NiPc2HtZQXP5BHRERERKTDK8dERERERDpsjomIiIiIdNgcExERERHpsDkmIiIiItJhc0wEYNeuXejfvz/8/PwgSRI2bNhQ5fojRoyAJEnlprZt2xqst3jxYjRv3hxOTk4IDw/HgQMHZMzCNshRy6lTp5ZbHhISInMm1mdqLQFg1apV6NChAxo0aABfX1+MHDkSly9fNlhn7dq1CAkJgZOTE9q3b4/NmzfLlIFtkaOeSUlJ5c5NJycnGbOwDdWp5eLFi/HAAw/A2dkZbdq0wcqVK8utUx/PTTlqWV/PS3Nhc0wE4Pr16+jQoQMWL15s1PoLFy5EQUGBfsrLy4OnpycGDRqkX+ebb77B+PHjkZCQgMOHD6NDhw6Ijo5GYWGhXGnYBDlqCQBt27Y1WG/37t1yhG9TTK3lnj17MHz4cIwaNQonTpzA2rVrceDAAbz00kv6dfbu3YuhQ4di1KhROHLkCAYOHIiBAwfi+PHjcqVhM+SoJ3DnW8r+fm7+8ccfcoRvU0yt5ZIlS/DOO+9g6tSpOHHiBKZNm4YxY8bgv//9r36d+npuylFLoH6el2YjiMgAALF+/XqTtlm/fr2QJEmcPXtWP69z585izJgx+tcajUb4+fmJWbNmmStUm2euWiYkJIgOHTqYN7haxphafvjhhyIoKMhg3qJFi4S/v7/+9eDBg0W/fv0M1gkPDxcvv/yy2WKtDcxVz8TEROHu7i5DhLWHMbWMiIgQ8fHxBvPGjx8vunbtqn/Nc9N8teR5WTO8ckxkBsuXL0dUVBQCAwMBALdu3cKhQ4cQFRWlX8fOzg5RUVFIS0uzVpi1wr21vCszMxN+fn4ICgpCTEwMcnNzrRSh7YqIiEBeXh42b94MIQQuXLiAb7/9Fn379tWvk5aWZnBeAkB0dDTPywoYU08AKC4uRmBgIFQqFQYMGIATJ05YKWLbVVpaWu7P+s7Ozjhw4ADKysoA8Nw0ljG1BHhe1gSbY6Iays/Px48//ogXX3xRP+/SpUvQaDTw9vY2WNfb2xvnz5+3dIi1RkW1BIDw8HAkJSVhy5YtWLJkCXJychAZGQm1Wm2lSG1T165dsWrVKgwZMgSOjo7w8fGBu7u7wZ9rz58/z/PSSMbUs02bNvjiiy/w/fff46uvvoJWq0WXLl3w559/WjFy2xMdHY1ly5bh0KFDEELg119/xbJly1BWVoZLly4B4LlpLGNqyfOyZtgcE9XQihUr4OHhgYEDB1o7lFqvslr26dMHgwYNQmhoKKKjo7F582ZcvXoVa9assU6gNurkyZMYO3Ys3n33XRw6dAhbtmzB2bNn8corr1g7tFrJmHpGRERg+PDh6NixI7p3745169ahSZMm+M9//mPFyG3PlClT0KdPHzz66KNwcHDAgAEDEBsbC+DOX9XIeMbUkudlzfCMJKoBIQS++OILDBs2DI6Ojvr5Xl5eUCgUuHDhgsH6Fy5cgI+Pj6XDrBUqq2VFPDw8EBwcjKysLAtFVzvMmjULXbt2xb/+9S/9fyQ+/fRTfPHFFygoKAAA+Pj48Lw0kjH1vJeDgwM6derEc/Mezs7O+OKLL1BSUoKzZ88iNzcXzZs3h6urK5o0aQKA56axjKnlvXhemobNMVEN7Ny5E1lZWRg1apTBfEdHRzz88MNISUnRz9NqtUhJSUFERISlw6wVKqtlRYqLi5GdnQ1fX18LRFZ7lJSUlLsKp1AoANz5zwdw54rS389LANi+fTvPywoYU897aTQaHDt2jOdmJRwcHBAQEACFQoHk5GQ89dRTBlc7eW4ar6pa3ovnpWnsrR0AkS0oLi42+B91Tk4O0tPT4enpiWbNmuGdd97BuXPnyj1Lcvny5QgPD0e7du3K7XP8+PGIjY1FWFgYOnfujAULFuD69et44YUXZM/HmuSoZXx8PPr374/AwEDk5+cjISEBCoUCQ4cOlT0fazK1lv3798dLL72EJUuWIDo6GgUFBRg3bhw6d+4MPz8/AMDYsWPRvXt3zJs3D/369UNycjJ+/fVXfP7551bJ0ZLkqOf06dPx6KOPolWrVrh69So+/PBD/PHHH+Xum69rTK3l6dOnceDAAYSHh+PKlSv46KOPcPz4caxYsUK/j/p6bspRy/p6XpqN9R6UQWQ7duzYIQCUm2JjY4UQQsTGxoru3bsbbHP16lXh7OwsPv/880r3+/HHH4tmzZoJR0dH0blzZ7Fv3z4Zs7ANctRyyJAhwtfXVzg6Ogp/f38xZMgQkZWVJXMm1ledWi5atEg8+OCDwtnZWfj6+oqYmBjx559/GqyzZs0aERwcLBwdHUXbtm3Fpk2bLJSRdclRz3Hjxul/xr29vUXfvn3F4cOHLZiVdZhay5MnT4qOHTsKZ2dn4ebmJgYMGCB+//33cvutj+emHLWsr+eluUhCVPK3ISIiIiKieob3HBMRERER6bA5JiIiIiLSYXNMRERERKTD5piIiIiISIfNMRERERGRDptjIiIiIiIdNsdERERERDpsjomIiIiIdNgcExERERHp2Fs7AKodtFot8vPz4erqCkmSrB0OERER1VNCCKjVavj5+cHOzvzXedkck1Hy8/OhUqmsHQYRERERACAvLw8BAQFm3y+bYzKKq6srgDsnopubm5WjISIiovqqqKgIKpVK35uYG5tjMsrdWync3NzYHBMREZHVyXWbJz+QR0RERESkw+aYiIiIiEiHzTERERERkQ6bY7IdWq21IyAiIqJ6jh/II+s7dxjY/i5wdjfg3Ah4eATQ4x3A3tHakREREVE9wyvHNkYIgdGjR8PT0xOSJCE9Pf2+2zRv3hwLFiww+hhnz541et+yu3IWWPE0cPYXAAK48Rew+yNg03hrR0ZERET1EK8c25gtW7YgKSkJqampCAoKgpeX1323OXjwIBo2bGj0MVQqFQoKCozat+wOLgNuqcvP/2010OtdwKWp5WMiIiKieovNsY3Jzs6Gr68vunTpYvQ2TZo0MekYCoUCPj4+poYmj8tnKp6vvQ1c+YPNMRFRHabRCmw7cR67sy7Bs6Ej/vlwAAIbG3+xh0gOvK3ChowYMQKvv/46cnNzIUkSmjdvjh49eiAuLg5xcXFwd3eHl5cXpkyZAiGEfrt7b6uQJAnLli3DM888gwYNGqB169b44Ycf9Mtt6rYKn3YVz7d3ArxaWTYWIiKymDKNFi8kHcRr3/yMb05twKf7N+KJj3Zg24nz1g6N6jk2xzZk4cKFmD59OgICAlBQUICDBw8CAFasWAF7e3scOHAACxcuxEcffYRly5ZVua9p06Zh8ODBOHr0KPr27YuYmBj89ddfRsdSWlqKoqIig0kWYaOAhhVcHQ5/+c6H84iIqE5af+Qc9l1ZhYat5sDZfw0aNEuCQ/M5mLTpJ9zW8OlFtc3tK1dwfvp0nO7aDZmRj+HCrFnQFBdbO6xqYXNsQ9zd3eHq6qq/7eHu7RIqlQrz589HmzZtEBMTg9dffx3z58+vcl8jRozA0KFD0apVK8ycORPFxcU4cOCA0bHMmjUL7u7u+kmlUtUot0q5egOjtgIdhgKufoB3e6DvXCBqmjzHIyIim7DuVAqUXj9Dkv7XCNs5XsF19xU4kS/TBRmShdBokPvCSFz5ejU0ly/j9sWL+GvFSuSNftnaoVULm+Na4NFHHzX4/vCIiAhkZmZCo9FUuk1oaKj+3w0bNoSbmxsKCwuNPuY777yDa9eu6ae8vLzqBW8MzyDgmc+At04Br+4GOr8EyPR96UREZBuuSPsrnK9wOo9Lt85aNhiqkeIdO1D6++/l5t84fBjX91U8zraMzXEd5eDgYPBakiRoTfiSDaVSCTc3N4OJiIjIXHwbVf5MAB93h0qXke0pzcysfFlWlgUjMQ82x7XA/v2G/+vat28fWrduDYVCYaWIiIiIauafD0RXOL+Jsw8eaPyAhaOhmnAMalnpMmVQCwtGYh5sjmuB3NxcjB8/HhkZGVi9ejU+/vhjjB071tphERERVVuf5n3wROATBvOc7J3wXrdpsJPYntQmro/3hLJ1+SdMOYWGokFEhBUiqhk+57gWGD58OG7cuIHOnTtDoVBg7NixGD16tLXDIiIiqjaFnQLzus/DvoJ92FewD42UjdAvqB+aNDDt2f1kfZKDA5olJaHwo4+g3roNUCjg1rcPmr75psFnpmoLSfz9gblkc3r06IGOHTua9PXQ95ORkYGQkBBkZmaiVSvjniVcVFQEd3d3XLt2jfcfExERkdXI3ZPw7xb1zF9//YVvv/0Wbm5u8j2ejYiIiKiW4m0V9cyoUaNw6NAhLFmyBEql0trhEBEREdkU3lZBRuFtFURERGQLeFsFEREREZGFsDkmIiIiItLhPcdklLt33xQV8fvuiYiIyHru9iJy3RnM5piMolarAYBPuCAiIiKboFar4e7ubvb98gN5ZBStVov8/Hy4urqa9YHeRUVFUKlUyMvL4wf9jMSamY41Mw3rZTrWzHSsmelYszuEEFCr1fDz84OdnfnvEOaVYzKKnZ0dAgICZNu/m5tbvf5Brw7WzHSsmWlYL9OxZqZjzUzHmkGWK8Z38QN5REREREQ6bI6JiIiIiHTYHJNVKZVKJCQk8Nv6TMCamY41Mw3rZTrWzHSsmelYM8vgB/KIiIiIiHR45ZiIiIiISIfNMRERERGRDptjIiIiIiIdNsdERERERDpsjomIiIiIdNgck2yWLFmC0NBQ/Tf5RERE4Mcff6xym7Vr1yIkJAROTk5o3749Nm/ebKFobYOpNVu6dCkiIyPRqFEjNGrUCFFRUThw4IAFI7a+6pxndyUnJ0OSJAwcOFDeIG1MdWp29epVjBkzBr6+vlAqlQgODq43P5/VqdeCBQvQpk0bODs7Q6VS4c0338TNmzctFLHtmT17NiRJwrhx46pcr77/Dvg7Y2rG3wHyYHNMsgkICMDs2bNx6NAh/Prrr3j88ccxYMAAnDhxosL19+7di6FDh2LUqFE4cuQIBg4ciIEDB+L48eMWjtx6TK1Zamoqhg4dih07diAtLQ0qlQpPPvkkzp07Z+HIrcfUmt119uxZxMfHIzIy0kKR2g5Ta3br1i088cQTOHv2LL799ltkZGRg6dKl8Pf3t3Dk1mFqvb7++mtMnDgRCQkJOHXqFJYvX45vvvkG//73vy0cuW04ePAg/vOf/yA0NLTK9fg74H+MrRl/B8hEEFlQo0aNxLJlyypcNnjwYNGvXz+DeeHh4eLll1+2RGg2q6qa3ev27dvC1dVVrFixQuaobNv9anb79m3RpUsXsWzZMhEbGysGDBhgueBsVFU1W7JkiQgKChK3bt2ycFS2q6p6jRkzRjz++OMG88aPHy+6du1qidBsilqtFq1btxbbt28X3bt3F2PHjq10Xf4OuMOUmt2LvwPMg1eOySI0Gg2Sk5Nx/fp1REREVLhOWloaoqKiDOZFR0cjLS3NEiHaHGNqdq+SkhKUlZXB09NT5uhsk7E1mz59Opo2bYpRo0ZZMDrbZEzNfvjhB0RERGDMmDHw9vZGu3btMHPmTGg0GgtHa33G1KtLly44dOiQ/s/bZ86cwebNm9G3b19LhmoTxowZg379+pV7b68IfwfcYUrN7lXffweYi721A6C67dixY4iIiMDNmzfh4uKC9evX48EHH6xw3fPnz8Pb29tgnre3N86fP2+JUG2GKTW714QJE+Dn51etN9XazJSa7d69G8uXL0d6erplg7QxptTszJkz+PnnnxETE4PNmzcjKysLr732GsrKypCQkGDhyK3DlHo9//zzuHTpErp16wYhBG7fvo1XXnml3t1WkZycjMOHD+PgwYNGrc/fAabX7F719XeAufHKMcmqTZs2SE9Px/79+/Hqq68iNjYWJ0+etHZYNq26NZs9ezaSk5Oxfv16ODk5WSBS22FszdRqNYYNG4alS5fCy8vLCpHaDlPOM61Wi6ZNm+Lzzz/Hww8/jCFDhmDSpEn47LPPLBy19ZhSr9TUVMycOROffvopDh8+jHXr1mHTpk2YMWOGhaO2nry8PIwdOxarVq2qd+9H1VXTmtXn3wFmZ+37Oqh+6dWrlxg9enSFy1QqlZg/f77BvHfffVeEhoZaIDLbVVXN7vrwww+Fu7u7OHjwoIWism2V1ezIkSMCgFAoFPpJkiQhSZJQKBQiKyvLCtHahqrOs8cee0z06tXLYN7mzZsFAFFaWmqJ8GxOVfXq1q2biI+PN5j35ZdfCmdnZ6HRaCwRntWtX7++3M8aAP3P2u3bt8ttU99/B1SnZnfxd4B58coxWZRWq0VpaWmFyyIiIpCSkmIwb/v27Ubfb1tXVVUzAJgzZw5mzJiBLVu2ICwszIKR2a7KahYSEoJjx44hPT1dPz399NPo2bMn0tPToVKprBCtbajqPOvatSuysrKg1Wr1806fPg1fX184OjpaKkSbUlW9SkpKYGdn+OtVoVAAAIQQssdmC3r16lXuZy0sLAwxMTFIT0/X1+Pv6vvvgOrUDODvAFlYuzunumvixIli586dIicnRxw9elRMnDhRSJIktm3bJoQQYtiwYWLixIn69ffs2SPs7e3F3LlzxalTp0RCQoJwcHAQx44ds1YKFmdqzWbPni0cHR3Ft99+KwoKCvSTWq22VgoWZ2rN7lUfn1Zhas1yc3OFq6uriIuLExkZGWLjxo2iadOm4r333rNWChZlar0SEhKEq6urWL16tThz5ozYtm2baNmypRg8eLC1UrAJ9z55gb8D7u9+NePvAHnwA3kkm8LCQgwfPhwFBQVwd3dHaGgotm7diieeeAIAkJuba3B1pUuXLvj6668xefJk/Pvf/0br1q2xYcMGtGvXzlopWJypNVuyZAlu3bqFf/7znwb7SUhIwNSpUy0ZutWYWjMyvWYqlQpbt27Fm2++idDQUPj7+2Ps2LGYMGGCtVKwKFPrNXnyZEiShMmTJ+PcuXNo0qQJ+vfvj/fff99aKdgk/g4wHX8HWIYkRD35Gw8RERER0X3wcgoRERERkQ6bYyIiIiIiHTbHREREREQ6bI6JiIiIiHTYHBMRERER6bA5JiIiIiLSYXNMRERERKTD5piIiIiIqrRr1y70798ffn5+kCQJGzZsqFPH+zs2x0RERERUpevXr6NDhw5YvHhxnTze3/Hro4mIiIioSn369EGfPn0qXV5aWopJkyZh9erVuHr1Ktq1a4cPPvgAPXr0kOV4cuKVYyIiIiKqkbi4OKSlpSE5ORlHjx7FoEGD0Lt3b2RmZlo7NJOxOSYiIiKiasvNzUViYiLWrl2LyMhItGzZEvHx8ejWrRsSExOtHZ7J2BwTERERUbUdO3YMGo0GwcHBcHFx0U87d+5EdnY2AOD333+HJElVThMnTrRyJnfwnmMiIiIiqrbi4mIoFAocOnQICoXCYJmLiwsAICgoCKdOnapyP40bN5YtRlOwOSYiIiKiauvUqRM0Gg0KCwsRGRlZ4TqOjo4ICQmxcGTVw+aYiIiIiKpUXFyMrKws/eucnBykp6fD09MTwcHBiImJwfDhwzFv3jx06tQJFy9eREpKCkJDQ9GvXz+zHq9Zs2ZmyakykhBCyHoEIiIiIqrVUlNT0bNnz3LzY2NjkZSUhLKyMrz33ntYuXIlzp07By8vLzz66KOYNm0a2rdvb/bjyYnNMRERERGRDp9WQURERESkw+aYiIiIiEiHzTERERERkQ6bYyIiIiIiHTbHREREREQ6bI6JiIiIiHTYHBMRERER6bA5JiIiIiLSYXNMRERERKRjb+0AqHbQarXIz8+Hq6srJEmydjhERERUTwkhoFar4efnBzs781/nZXNMRsnPz4dKpbJ2GEREREQAgLy8PAQEBJh9v2yOySiurq4A7pyIbm5uVo6GiIiI6quioiKoVCp9b2JubI7JKHdvpXBzc2NzTERERFYn122e/EAeEREREZEOm2MiIiIiIh02x0REREREOmyOiYiIiIh02BwTEREREemwOTYDIQRGjx4NT09PSJKE9PR0a4dUpREjRmDgwIHWDoOIiIjI5vBRbmawZcsWJCUlITU1FUFBQfDy8rLIcUeMGIGrV69iw4YNFjkeERERUVVu/fEHoFDAUYYv57AUNsdmkJ2dDV9fX3Tp0sXaodRK6tLrmPXLlzh44QBcHdzxcqehiG7d2dphERERkZFuHD+BgkmTUJqRAQBwat8efrNmQtmqlZUjMx1vq6ihESNG4PXXX0dubi4kSULz5s3Ro0cPxMXFIS4uDu7u7vDy8sKUKVMghNBv17x5c8ycORMjR46Eq6srmjVrhs8//9xg33l5eRg8eDA8PDzg6emJAQMG4OzZswCAqVOnYsWKFfj+++8hSRIkSUJqaup9t7M1125eR6+vh+K/5xbj/O2DyLzxE97a8yLe27nS2qERERGRETTF15H30kv6xhgAbh47htwXX4K4dcuKkVUPm+MaWrhwIaZPn46AgAAUFBTg4MGDAIAVK1bA3t4eBw4cwMKFC/HRRx9h2bJlBtvOmzcPYWFhOHLkCF577TW8+uqryNCdWGVlZYiOjoarqyt++eUX7NmzBy4uLujduzdu3bqF+Ph4DB48GL1790ZBQQEKCgrQpUuX+25nrNLSUhQVFRlMcnhv5wrcsMsxmCdJAmuyF6Pk1k1ZjklERETmo97yIzRXrpSbf/v8eah/3mGFiGqGzXENubu7w9XVFQqFAj4+PmjSpAkAQKVSYf78+WjTpg1iYmLw+uuvY/78+Qbb9u3bF6+99hpatWqFCRMmwMvLCzt23DmJvvnmG2i1Wixbtgzt27fHAw88gMTEROTm5iI1NRUuLi5wdnaGUqmEj48PfHx84OjoeN/tjDVr1iy4u7vrJ5VKZbaa/d2x/JQK5wtFCbZkHpblmERERGQ+ty9dqtYyW8XmWCaPPvqowXd+R0REIDMzExqNRj8vNDRU/29JkuDj44PCwkIAwG+//YasrCy4urrCxcUFLi4u8PT0xM2bN5GdnV3pcau73b3eeecdXLt2TT/l5eWZkr7RWpRV/kPjJ0plOSYRERGZT4OwsMqXPfKIBSMxD34gz4ocHBwMXkuSBK1WCwAoLi7Gww8/jFWrVpXb7u7V6YpUd7t7KZVKKJVKo9evrhiFK/aIyxB/+48EAITfuIlHPVxlPz4RERHVTIOwMLg++STU27YZzHf/x7NwahNspaiqj82xTPbv32/wet++fWjdujUUCoVR2z/00EP45ptv0LRpU7i5uVW4jqOjo8GVaGO3syXdHuyLaXvew0eeHriqq03nGzfx/rUywLutlaMjIiIiY/jP/wjXNmxA0datkOwUcOvXF25PPWXtsKqFt1XIJDc3F+PHj0dGRgZWr16Njz/+GGPHjjV6+5iYGHh5eWHAgAH45ZdfkJOTg9TUVLzxxhv4888/Adx54sXRo0eRkZGBS5cuoayszKjtbMpDw/FMwxb4Ke8cvso/j015+Vh+vhDej08BHJytHR0REREZQVIo4PGPf6DZ559D9dkSuPfvb3B7aW3CK8cyGT58OG7cuIHOnTtDoVBg7NixGD16tNHbN2jQALt27cKECRPw7LPPQq1Ww9/fH7169dJfEX7ppZeQmpqKsLAwFBcXY8eOHejRo8d9t7MpShfghR+hPJSIDmd2Ag0aAw/HAs27WTsyIiIiqock8feH75JZ9OjRAx07dsSCBQusHYrZFBUVwd3dHdeuXbPNJpuIiIjqBbl7Et5WQURERESkw+aYiIiIiEiH9xzLwJQv2yAiIiIi28Erx0REREREOmyOiYiIiIh0eFsFGeXuQ02KioqsHAkRERHVZ3d7EbkeuMbmmIyiVqsBACqVysqREBEREd3pTdzd3c2+Xz7nmIyi1WqRn58PV1dX2b7xpqioCCqVCnl5eXyW8j1Ym8qxNlVjfSrH2lSOtaka61M5S9RGCAG1Wg0/Pz/Y2Zn/DmFeOSaj2NnZISAgwCLHcnNz45tNJVibyrE2VWN9KsfaVI61qRrrUzm5ayPHFeO7+IE8IiIiIiIdNsdERERERDpsjslmKJVKJCQkQKlUWjsUm8PaVI61qRrrUznWpnKsTdVYn8rVhdrwA3lERERERDq8ckxEREREpMPmmIiIiIhIh80xEREREZEOm2MiIiIiIh02x0REREREOmyOySJ27dqF/v37w8/PD5IkYcOGDffdJjU1FQ899BCUSiVatWqFpKQk2eO0FlPrU1BQgOeffx7BwcGws7PDuHHjLBKnNZham3Xr1uGJJ55AkyZN4ObmhoiICGzdutUywVqYqbXZvXs3unbtisaNG8PZ2RkhISGYP3++ZYK1guq879y1Z88e2Nvbo2PHjrLFZ02m1iY1NRWSJJWbzp8/b5mALag6501paSkmTZqEwMBAKJVKNG/eHF988YX8wVqBqfUZMWJEhedO27ZtLRNwNbA5Jou4fv06OnTogMWLFxu1fk5ODvr164eePXsiPT0d48aNw4svvlhnmxxT61NaWoomTZpg8uTJ6NChg8zRWZeptdm1axeeeOIJbN68GYcOHULPnj3Rv39/HDlyROZILc/U2jRs2BBxcXHYtWsXTp06hcmTJ2Py5Mn4/PPPZY7UOkytz11Xr17F8OHD0atXL5kis77q1iYjIwMFBQX6qWnTpjJFaD3Vqc3gwYORkpKC5cuXIyMjA6tXr0abNm1kjNJ6TK3PwoULDc6ZvLw8eHp6YtCgQTJHWgOCyMIAiPXr11e5zttvvy3atm1rMG/IkCEiOjpaxshsgzH1+bvu3buLsWPHyhaPLTG1Nnc9+OCDYtq0aeYPyIZUtzbPPPOM+L//+z/zB2RjTKnPkCFDxOTJk0VCQoLo0KGDrHHZAmNqs2PHDgFAXLlyxSIx2QpjavPjjz8Kd3d3cfnyZcsEZUOq876zfv16IUmSOHv2rDxBmQGvHJNNSktLQ1RUlMG86OhopKWlWSkiqq20Wi3UajU8PT2tHYrNOXLkCPbu3Yvu3btbOxSbkZiYiDNnziAhIcHaodikjh07wtfXF0888QT27Nlj7XBswg8//ICwsDDMmTMH/v7+CA4ORnx8PG7cuGHt0GzS8uXLERUVhcDAQGuHUil7awdAVJHz58/D29vbYJ63tzeKiopw48YNODs7Wykyqm3mzp2L4uJiDB482Nqh2IyAgABcvHgRt2/fxtSpU/Hiiy9aOySbkJmZiYkTJ+KXX36BvT1/Pf6dr68vPvvsM4SFhaG0tBTLli1Djx49sH//fjz00EPWDs+qzpw5g927d8PJyQnr16/HpUuX8Nprr+Hy5ctITEy0dng2JT8/Hz/++CO+/vpra4dSJf70E1Gd9fXXX2PatGn4/vvv6+S9kdX1yy+/oLi4GPv27cPEiRPRqlUrDB061NphWZVGo8Hzzz+PadOmITg42Nrh2Jw2bdoY3EPbpUsXZGdnY/78+fjyyy+tGJn1abVaSJKEVatWwd3dHQDw0Ucf4Z///Cc+/fRTXsz5mxUrVsDDwwMDBw60dihVYnNMNsnHxwcXLlwwmHfhwgW4ubnxjYaMkpycjBdffBFr164td4tOfdeiRQsAQPv27XHhwgVMnTq13jfHarUav/76K44cOYK4uDgAd5oeIQTs7e2xbds2PP7441aO0rZ07twZu3fvtnYYVufr6wt/f399YwwADzzwAIQQ+PPPP9G6dWsrRmc7hBD44osvMGzYMDg6Olo7nCqxOSabFBERgc2bNxvM2759OyIiIqwUEdUmq1evxsiRI5GcnIx+/fpZOxybptVqUVpaau0wrM7NzQ3Hjh0zmPfpp5/i559/xrfffqv/DwX9T3p6Onx9fa0dhtV17doVa9euRXFxMVxcXAAAp0+fhp2dHQICAqwcne3YuXMnsrKyMGrUKGuHcl9sjskiiouLkZWVpX+dk5OD9PR0eHp6olmzZnjnnXdw7tw5rFy5EgDwyiuv4JNPPsHbb7+NkSNH4ueff8aaNWuwadMma6UgK1PrA9z5xXR324sXLyI9PR2Ojo548MEHLR2+rEytzddff43Y2FgsXLgQ4eHh+uewOjs7G1zZqQtMrc3ixYvRrFkzhISEALjz2Lu5c+fijTfesEr8cjOlPnZ2dmjXrp3B9k2bNoWTk1O5+XWBqefOggUL0KJFC7Rt2xY3b97EsmXL8PPPP2Pbtm3WSkE2ptbm+eefx4wZM/DCCy9g2rRpuHTpEv71r39h5MiRdfIvndX5fQXc+SBeeHh47fh5svLTMqieuPsYoHun2NhYIYQQsbGxonv37uW26dixo3B0dBRBQUEiMTHR4nFbSnXqU9H6gYGBFo9dbqbWpnv37lWuX5eYWptFixaJtm3bigYNGgg3NzfRqVMn8emnnwqNRmOdBGRWnZ+rv6vLj3IztTYffPCBaNmypXBychKenp6iR48e4ueff7ZO8DKrznlz6tQpERUVJZydnUVAQIAYP368KCkpsXzwFlCd+ly9elU4OzuLzz//3PIBV4MkhBDmbriJiIiIiGojPueYiIiIiEiHzTERERERkQ6bYyIiIiIiHTbHREREREQ6bI6JiIiIiHTYHBMRERER6bA5JiIiIiLSYXNMRERERKTDr48mo2i1WuTn58PV1RWSJFk7HCIiIqqnhBBQq9Xw8/ODnZ35r/OyOSaj5OfnQ6VSWTsMIiIiIgBAXl4eAgICzL5fNsdkFFdXVwB3TkQ3NzcrR0NERET1VVFREVQqlb43MTc2x2SUu7dSuLm5sTkmIiIiq5PrNk9+II+IiIiISIfNMRERERGRDptjIiIiIiIdNsdERERERDpsjomIiMimnL10HdkXi60dBtVTfFoF2YaSv4DcfUBDL0DV2drREBGRFWReUGP8mt9w7Nw1AEAbb1fM+WcoOqg8rBsYGa0sPx9QKODg7W3tUKqNV46NJITA6NGj4enpCUmS4OHhgXHjxlk7rLphzyLgoweA5KHA8ieAT7sAV85aOyoiIrKgW7e1GJa4C6fLvkLD1u+jYesZOCutxPAVP0N9s8za4dF93Pz9d+T8cxCyHu+FrO49cPb5GJSeybF2WNXC5thIW7ZsQVJSEjZu3IiCggK0a9euxvtMSkqCh4eHydulpqZCkiRcvXq1xjFYXc4uYPsU4PbN/80rPAF8O9J6MRERkcWlnLqAa+6fwbHxHtjZq2Fnfx2OjfajrMkS/PDbn9YOj6qgvX4duaNexM3jx/Xzbhw+jLwXX4Qoq33/sWFzbKTs7Gz4+vqiS5cu8PHxgb297d+RcuvWLWuHcH/pqyuef+4QcPG0ZWMhIiKrOVz4K+wbnC03X+F0Hr9e3G35gMhoRVu2QnP5crn5Zfn5UO/YYYWIaobNsRFGjBiB119/Hbm5uZAkCc2bNwcA3L59G3FxcXB3d4eXlxemTJkCIYR+u9LSUsTHx8Pf3x8NGzZEeHg4UlNTAdy5+vvCCy/g2rVrkCQJkiRh6tSpAIAvv/wSYWFhcHV1hY+PD55//nkUFhYCAM6ePYuePXsCABo1agRJkjBixAgAQI8ePRAXF4dx48bBy8sL0dHRGDlyJJ566imDfMrKytC0aVMsX75cvqIZ65a6esuIiKhOaeh6qdJlLi6VLyPru32xsPJlhRctGIl5sDk2wsKFCzF9+nQEBASgoKAABw8eBACsWLEC9vb2OHDgABYuXIiPPvoIy5Yt028XFxeHtLQ0JCcn4+jRoxg0aBB69+6NzMxMdOnSBQsWLICbmxsKCgpQUFCA+Ph4AHea1xkzZuC3337Dhg0bcPbsWX0DrFKp8N133wEAMjIyUFBQgIULF+qPuWLFCjg6OmLPnj347LPP8OKLL2LLli0oKCjQr7Nx40aUlJRgyJAhleZcWlqKoqIig0kWraMrnu/qC/h0kOeYRERkcyJUD1a6LLJ5WwtGQqZy7vRQpcsahD1swUjMw/bvDbAB7u7ucHV1hUKhgI+Pj36+SqXC/PnzIUkS2rRpg2PHjmH+/Pl46aWXkJubi8TEROTm5sLPzw8AEB8fjy1btiAxMREzZ86Eu7s7JEky2CcAjBz5v/ttg4KCsGjRIjzyyCMoLi6Gi4sLPD09AQBNmzYtd89y69atMWfOHIN5bdq0wZdffom3334bAJCYmIhBgwbBxcWl0pxnzZqFadOmmV4sU4UOAY5/B5z5259dFI5Av3mAgqcnEVF90dmnMzo06YDfLv5mMD/IvSV6NutppajIGA3DO8OlVy8Up6QYzHcf8DScQkKsFFX1sfuogUcffRSSJOlfR0REYN68edBoNDh27Bg0Gg2Cg4MNtiktLUXjxo2r3O+hQ4cwdepU/Pbbb7hy5Qq0Wi0AIDc3Fw8+WPn/rAHg4YfL/w/txRdfxOeff463334bFy5cwI8//oiff/65yv288847GD9+vP51UVERVCpVldtUi70jEPMt8PtGIGcn0KAx0GEo0Lil+Y9FREQ2S5IkfBr1KRYdXoStZ7dCo9UgKjAKYx8aCwc7B2uHR/cRsGA+rn73HYq2boVkp4Bb375wf2agtcOqFjbHMikuLoZCocChQ4egUCgMllV1xfb69euIjo5GdHQ0Vq1ahSZNmiA3NxfR0dFGfcCuYcOG5eYNHz4cEydORFpaGvbu3YsWLVogMjKyyv0olUoolcr7Hs8sFPZA24F3JiIiqrfcHN0w+dHJmPzoZGuHQiaSHBzQ6Lnn0Oi556wdSo2xOa6B/fv3G7zet28fWrduDYVCgU6dOkGj0aCwsLDSRtTR0REajcZg3u+//47Lly9j9uzZ+iu1v/76a7ntAJTbtjKNGzfGwIEDkZiYiLS0NLzwwgtGbUdERERU3/ADeTWQm5uL8ePHIyMjA6tXr8bHH3+MsWPHAgCCg4MRExOD4cOHY926dcjJycGBAwcwa9YsbNq0CQDQvHlzFBcXIyUlBZcuXUJJSQmaNWsGR0dHfPzxxzhz5gx++OEHzJgxw+C4gYGBkCQJGzduxMWLF1FcfP+v2HzxxRexYsUKnDp1CrGxseYvBhEREVEdwOa4BoYPH44bN26gc+fOGDNmDMaOHYvRo0frlycmJmL48OF466230KZNGwwcOBAHDx5Es2bNAABdunTBK6+8giFDhqBJkyaYM2cOmjRpgqSkJKxduxYPPvggZs+ejblz5xoc19/fH9OmTcPEiRPh7e2NuLi4+8YaFRUFX19fREdH6z8gSERERESGJPH3B/NSnVVcXAx/f38kJibi2WefNXn7oqIiuLu749q1a3Bzc5MhQiIiIqL7k7sn4T3HdZxWq8WlS5cwb948eHh44Omnn7Z2SEREREQ2i81xHZebm4sWLVogICAASUlJteJrr4mIiIishZ1SHde8eXPwzhkiIiIi4/ADeUREREREOmyOiYiIiIh0eFsFGeXurRlFRUVWjoSIiIjqs7u9iFy3jbI5JqOo1WoA0H9rHxEREZE1qdVquLu7m32/fM4xGUWr1SI/Px+urq6QJKnKdYuKiqBSqZCXl8dnIleBdTIO62Qc1sk4rJNxWCfjsE7GMXedhBBQq9Xw8/ODnZ357xDmlWMyip2dHQICAkzaxs3NjW8WRmCdjMM6GYd1Mg7rZBzWyTisk3HMWSc5rhjfxQ/kERERERHpsDkmIiIiItJhc0xmp1QqkZCQAKVSae1QbBrrZBzWyTisk3FYJ+OwTsZhnYxT2+rED+QREREREenwyjERERERkQ6bYyIiIiIiHTbHREREREQ6bI6JiIiIiHTYHBMRERER6bA5phqZPXs2JEnCuHHjqlxv7dq1CAkJgZOTE9q3b4/NmzdbJkAbYUydli5disjISDRq1AiNGjVCVFQUDhw4YLkgbYCx59NdycnJkCQJAwcOlDUuW2Nsna5evYoxY8bA19cXSqUSwcHB9epnz9g6LViwAG3atIGzszNUKhXefPNN3Lx50zJBWsHUqVMhSZLBFBISUuU29fE93NQ61df38OqcT3fZ6ns4m2OqtoMHD+I///kPQkNDq1xv7969GDp0KEaNGoUjR45g4MCBGDhwII4fP26hSK3L2DqlpqZi6NCh2LFjB9LS0qBSqfDkk0/i3LlzForUuoyt011nz55FfHw8IiMjZY7Mthhbp1u3buGJJ57A2bNn8e233yIjIwNLly6Fv7+/hSK1LmPr9PXXX2PixIlISEjAqVOnsHz5cnzzzTf497//baFIraNt27YoKCjQT7t376503fr8Hm5Knerze7gpdbrLpt/DBVE1qNVq0bp1a7F9+3bRvXt3MXbs2ErXHTx4sOjXr5/BvPDwcPHyyy/LHKX1mVKne92+fVu4urqKFStWyBegjTC1Trdv3xZdunQRy5YtE7GxsWLAgAEWidPaTKnTkiVLRFBQkLh165blArQRptRpzJgx4vHHHzeYN378eNG1a1eZo7SehIQE0aFDB6PXr6/v4abW6V715T28OnWy9fdwXjmmahkzZgz69euHqKio+66blpZWbr3o6GikpaXJFZ7NMKVO9yopKUFZWRk8PT1liMy2mFqn6dOno2nTphg1apTMkdkWU+r0ww8/ICIiAmPGjIG3tzfatWuHmTNnQqPRWCBS6zKlTl26dMGhQ4f0f/4+c+YMNm/ejL59+8odplVlZmbCz88PQUFBiImJQW5ubqXr1uf3cFPqdK/69B5uap1s/T3c3toBUO2TnJyMw4cP4+DBg0atf/78eXh7exvM8/b2xvnz5+UIz2aYWqd7TZgwAX5+ftVqrGsTU+u0e/duLF++HOnp6fIGZmNMrdOZM2fw888/IyYmBps3b0ZWVhZee+01lJWVISEhQeZorcfUOj3//PO4dOkSunXrBiEEbt++jVdeeaVO31YRHh6OpKQktGnTBgUFBZg2bRoiIyNx/PhxuLq6llu/vr6Hm1qne9WX93BT61Qb3sPZHJNJ8vLyMHbsWGzfvh1OTk7WDsdm1bROs2fPRnJyMlJTU+t0nU2tk1qtxrBhw7B06VJ4eXlZIELbUJ3zSavVomnTpvj888+hUCjw8MMP49y5c/jwww/rbHNcnTqlpqZi5syZ+PTTTxEeHo6srCyMHTsWM2bMwJQpU2SO2Dr69Omj/3doaCjCw8MRGBiINWvW2OyVPGuoSZ3qy3s4YFqdas17uLXv66DaZf369QKAUCgU+gmAkCRJKBQKcfv27XLbqFQqMX/+fIN57777rggNDbVQ1JZXnTrd9eGHHwp3d3dx8OBBC0ZsHabW6ciRI+XWlyRJv35WVpaVMpFXdc6nxx57TPTq1ctg3ubNmwUAUVpaaqnQLao6derWrZuIj483mPfll18KZ2dnodFoLBW61YWFhYmJEydWuKw+vodXpqo63VWf3sMrU1mdast7OK8ck0l69eqFY8eOGcx74YUXEBISggkTJkChUJTbJiIiAikpKQaPU9q+fTsiIiLkDtdqqlMnAJgzZw7ef/99bN26FWFhYZYI1apMrVNISEi59SdPngy1Wo2FCxdCpVLJHrM1VOd86tq1K77++mtotVrY2d35eMnp06fh6+sLR0dHi8RtadWpU0lJib4+d91dTwghX7A2pLi4GNnZ2Rg2bFiFy+vje3hF7lcnoP69h1ekqjrVmvdwa3fnVPvd+2nwYcOGGfyPcc+ePcLe3l7MnTtXnDp1SiQkJAgHBwdx7NgxK0RrPfer0+zZs4Wjo6P49ttvRUFBgX5Sq9VWiNZ67lene9niJ50t4X51ys3NFa6uriIuLk5kZGSIjRs3iqZNm4r33nvPCtFaz/3qlJCQIFxdXcXq1avFmTNnxLZt20TLli3F4MGDrRCtZbz11lsiNTVV5OTkiD179oioqCjh5eUlCgsLhRB8D7/L1DrV1/dwU+t0L1t8D+eVYzK73NxcgysxXbp0wddff43Jkyfj3//+N1q3bo0NGzagXbt2VozS+u6t05IlS3Dr1i3885//NFgvISEBU6dOtXB0tuPeOlHF7q2TSqXC1q1b8eabbyI0NBT+/v4YO3YsJkyYYMUore/eOk2ePBmSJGHy5Mk4d+4cmjRpgv79++P999+3YpTy+vPPPzF06FBcvnwZTZo0Qbdu3bBv3z40adIEAN/D7zK1TvX1PdzUOtUGkhD15O9GRERERET3UbtaeSIiIiIiGbE5JiIiIiLSYXNMRERERKTD5piIiIiISIfNMRERERGRDptjIiIiIiIdNsdERERERDpsjomIiIioSrt27UL//v3h5+cHSZKwYcOGOnW8v2NzTERERERVun79Ojp06IDFixfXyeP9Hb8+moiIiIiq1KdPH/Tp06fS5aWlpZg0aRJWr16Nq1evol27dvjggw/Qo0cPWY4nJ145JiIiIqIaiYuLQ1paGpKTk3H06FEMGjQIvXv3RmZmprVDMxmbYyIiIiKqttzcXCQmJmLt2rWIjIxEy5YtER8fj27duiExMdHa4ZmMzTERERERVduxY8eg0WgQHBwMFxcX/bRz505kZ2cDAH7//XdIklTlNHHiRCtncgfvOSYiIiKiaisuLoZCocChQ4egUCgMlrm4uAAAgoKCcOrUqSr307hxY9liNAWbYyIiIiKqtk6dOkGj0aCwsBCRkZEVruPo6IiQkBALR1Y9bI6JiIiIqErFxcXIysrSv87JyUF6ejo8PT0RHByMmJgYDB8+HPPmzUOnTp1w8eJFpKSkIDQ0FP369TPr8Zo1a2aWnCojCSGErEcgIiIiolotNTUVPXv2LDc/NjYWSUlJKCsrw3vvvYeVK1fi3Llz8PLywqOPPopp06ahffv2Zj+enNgcExERERHp8GkVREREREQ6bI6JiIiIiHTYHBMRERER6bA5JiIiIiLSYXNMRERERKTD5piIiIiISIfNMRERERGRDptjIiIiIiIdfn00GUWr1SI/Px+urq6QJMna4RAREVE9JYSAWq2Gn58f7OzMf52XzTEZJT8/HyqVytphEBEREQEA8vLyEBAQYPb9sjkmo7i6ugK4cyK6ublZORoiIiKqr4qKiqBSqfS9ibmxOSaj3L2Vws3Njc0xERERWZ1ct3nyA3lERERERDpsjomIiIiIdNgcExERERHpsDkmIiIiItJhc0xEREREpMPmmGyCtqQEJQcPojQry9qhEBERUT3G5thMhBAYPXo0PD09IUkS0tPTLXLcHj16YNy4cZUuHzFiBAYOHGiRWKrryjdrkNm9B/4YNhxnnuqPs8/HoOxCobXDIiIionqIzbGZbNmyBUlJSdi4cSMKCgrQrl07a4dUK5QcPoLzU6dCq1br5904fBj5b71lxaiIiIiovuKXgJhJdnY2fH190aVLF2uHUqtcXfcdIES5+SW//opbf/wBx8BAK0RFREREphBC4KdThfjxeAHsJAlPhfqiR5um1g6rWnjl2AxGjBiB119/Hbm5uZAkCc2bN0ePHj0QFxeHuLg4uLu7w8vLC1OmTIH4WyNYWlqK+Ph4+Pv7o2HDhggPD0dqaqp++eXLlzF06FD4+/ujQYMGaN++PVavXl1lLJs2bYK7uztWrVplMH/atGlo0qQJ3Nzc8Morr+DWrVtmrUF1aa9erXSZ5to1ywVCRERE1fbv9ccwevU2/DfnG3x/5hu88OVPmLn5lLXDqhY2x2awcOFCTJ8+HQEBASgoKMDBgwcBACtWrIC9vT0OHDiAhQsX4qOPPsKyZcv028XFxSEtLQ3Jyck4evQoBg0ahN69eyMzMxMAcPPmTTz88MPYtGkTjh8/jtGjR2PYsGE4cOBAhXF8/fXXGDp0KFatWoWYmBj9/JSUFJw6dQqpqalYvXo11q1bh2nTplWZU2lpKYqKigwmOTRs5ljhfIUz4BQcLMsxiYiIyHyO/nkV32Ymo2HLD+HksxFOPv9Fw1YfIPHoGuRcum7t8EzG5tgM3N3d4erqCoVCAR8fHzRp0gQAoFKpMH/+fLRp0wYxMTF4/fXXMX/+fABAbm4uEhMTsXbtWkRGRqJly5aIj49Ht27dkJiYCADw9/dHfHw8OnbsiKCgILz++uvo3bs31qxZUy6GxYsX47XXXsN///tfPPXUUwbLHB0d8cUXX6Bt27bo168fpk+fjkWLFkGr1Vaa06xZs+Du7q6fVCqVucplwN3vApy97rmKLQl4d7gC6fJJWY5JRERE5rPp1HEovTdCkv7313FJ0kLpvR5bT522YmTVw3uOZfToo49CkiT964iICMybNw8ajQbHjh2DRqNB8D1XR0tLS9G4cWMAgEajwcyZM7FmzRqcO3cOt27dQmlpKRo0aGCwzbfffovCwkLs2bMHjzzySLk4OnToYLBNREQEiouLkZeXh8BK7ul95513MH78eP3roqIiWRpkuwYuaNbzEq6dbYCSC45QKLXwCCqBU6PbgEOD+++AiIiIrCq/7KBBY3yXZKfBn7cOAehk+aBqgM2xlRQXF0OhUODQoUNQKBQGy1xcXAAAH374IRYuXIgFCxagffv2aNiwIcaNG1fufuFOnTrh8OHD+OKLLxAWFmbQkFeXUqmEUqms8X7uq8MQ2B1NRqOWJWjUsuR/8307AE1D5D8+ERER1UhbXzekXqx4WTs/D4vGYg68rUJG+/fvN3i9b98+tG7dGgqFAp06dYJGo0FhYSFatWplMPn4+AAA9uzZgwEDBuD//u//0KFDBwQFBeH06fJ/nmjZsiV27NiB77//Hq+//nq55b/99htu3LhhEIeLi4tst0qYpOXjQM9JgJ3D/+Y1bgX84wvrxURERERG69+6N6QKWkoHO0c82eJxK0RUM2yOZZSbm4vx48cjIyMDq1evxscff4yxY8cCAIKDgxETE4Phw4dj3bp1yMnJwYEDBzBr1ixs2rQJANC6dWts374de/fuxalTp/Dyyy/jwoULFR4rODgYO3bswHfffVfuS0Fu3bqFUaNG4eTJk9i8eTMSEhIQFxcHOzsbGf7ubwNvngD+mQgM/wEYcxDwamXtqIiIiMgI/i7+mBIxGfbS/25IcLBzwIyu0+Hp5GnFyKqHt1XIaPjw4bhx4wY6d+4MhUKBsWPHYvTo0frliYmJeO+99/DWW2/h3Llz8PLywqOPPqr/QN3kyZNx5swZREdHo0GDBhg9ejQGDhyIa5U84qxNmzb4+eef0aNHDygUCsybNw8A0KtXL7Ru3RqPPfYYSktLMXToUEydOlX2/E3i6g20e9baURAREVE1DAoehO4B3bEjdwfs7OzwuOpxNHZubO2wqkUSooJvYKAa69GjBzp27IgFCxZYOxSzKCoqgru7O65duwY3Nzdrh0NERET1lNw9iY38XZ2IiIiIyPrYHBMRERER6fCeY5n8/WugiYiIiKh24JVjIiIiIiIdNsdERERERDq8rYKMcvehJkVFRVaOhIiIiOqzu72IXA9cY3NMRlGr1QBgG9+qR0RERPWeWq2Gu7u72ffL5xyTUbRaLfLz8+Hq6gpJkix67KKiIqhUKuTl5fEZyzaA42E7OBa2heNhWzgetsWc4yGEgFqthp+fnyzf9ssrx2QUOzs7BAQEWDUGNzc3vsHZEI6H7eBY2BaOh23heNgWc42HHFeM7+IH8oiIiIiIdNgcExERERHpsDkmm6dUKpGQkAClUmntUAgcD1vCsbAtHA/bwvGwLbVpPPiBPCIiIiIiHV45JiIiIiLSYXNMRERERKTD5piIiIiISIfNMRERERGRDptjIiIiIiIdNsdkMRqNBlOmTEGLFi3g7OyMli1bYsaMGbjfA1NKS0sxadIkBAYGQqlUonnz5vjiiy8M1lm7di1CQkLg5OSE9u3bY/PmzXKmUifINR5Lly5FZGQkGjVqhEaNGiEqKgoHDhyQO51aT86fj7uSk5MhSRIGDhwoQwZ1i5zjcfXqVYwZMwa+vr5QKpUIDg7me9Z9yDkeCxYsQJs2beDs7AyVSoU333wTN2/elDOdWq864zFixAhIklRuatu2rcF6ixcvRvPmzeHk5ITw8HDr/P4QRBby/vvvi8aNG4uNGzeKnJwcsXbtWuHi4iIWLlxY5XZPP/20CA8PF9u3bxc5OTli7969Yvfu3frle/bsEQqFQsyZM0ecPHlSTJ48WTg4OIhjx47JnVKtJtd4PP/882Lx4sXiyJEj4tSpU2LEiBHC3d1d/Pnnn3KnVKvJNR535eTkCH9/fxEZGSkGDBggUxZ1h1zjUVpaKsLCwkTfvn3F7t27RU5OjkhNTRXp6elyp1SryTUeq1atEkqlUqxatUrk5OSIrVu3Cl9fX/Hmm2/KnVKtVp3xuHr1qigoKNBPeXl5wtPTUyQkJOjXSU5OFo6OjuKLL74QJ06cEC+99JLw8PAQFy5csEBW/8PmmCymX79+YuTIkQbznn32WRETE1PpNj/++KNwd3cXly9frnSdwYMHi379+hnMCw8PFy+//HLNAq7j5BqPe92+fVu4urqKFStWVDvW+kDO8bh9+7bo0qWLWLZsmYiNjWVzbAS5xmPJkiUiKChI3Lp1y2yx1gdyjceYMWPE448/bjBv/PjxomvXrjULuI6rznjca/369UKSJHH27Fn9vM6dO4sxY8boX2s0GuHn5ydmzZpV86BNwNsqyGK6dOmClJQUnD59GgDw22+/Yffu3ejTp0+l2/zwww8ICwvDnDlz4O/vj+DgYMTHx+PGjRv6ddLS0hAVFWWwXXR0NNLS0uRJpI6QazzuVVJSgrKyMnh6epo9h7pEzvGYPn06mjZtilGjRsmaQ10i13j88MMPiIiIwJgxY+Dt7Y127dph5syZ0Gg0sudUm8k1Hl26dMGhQ4f0f7o/c+YMNm/ejL59+8qbUC1XnfG41/LlyxEVFYXAwEAAwK1bt3Do0CGD3+d2dnaIioqy/O9zi7biVK9pNBoxYcIEIUmSsLe3F5IkiZkzZ1a5TXR0tFAqlaJfv35i//79YtOmTSIwMFCMGDFCv46Dg4P4+uuvDbZbvHixaNq0qSx51BVyjce9Xn31VREUFCRu3Lhh7hTqFLnG45dffhH+/v7i4sWLQgjBK8dGkms82rRpI5RKpRg5cqT49ddfRXJysvD09BRTp06VO6VaTc73q4ULFwoHBwdhb28vAIhXXnlFzlTqhOqMx9+dO3dOKBQK8c033xjMAyD27t1rsO6//vUv0blzZ7PFbgw2x2Qxq1evFgEBAWL16tXi6NGjYuXKlcLT01MkJSVVus0TTzwhnJycxNWrV/XzvvvuOyFJkigpKRFCsDmuLrnG4+9mzZolGjVqJH777TdZcqhL5BiPoqIi0bx5c7F582b9cjbHxpHr56N169ZCpVKJ27dv69eZN2+e8PHxkS+ZOkCu8dixY4fw9vYWS5cuFUePHhXr1q0TKpVKTJ8+XfacarPqjMffzZw5UzRu3FiUlpbq57E5pnopICBAfPLJJwbzZsyYIdq0aVPpNsOHDxctW7Y0mHfy5EkBQJw+fVoIIYRKpRLz5883WOfdd98VoaGh5gm8jpJrPO768MMPhbu7uzh48KD5gq7D5BiPI0eOCABCoVDoJ0mShCRJQqFQiKysLFlyqQvk+vl47LHHRK9evQzW2bx5swBg0CiQIbnGo1u3biI+Pt5gnS+//FI4OzsLjUZjpujrnuqMx11arVa0atVKjBs3zmB+aWmpUCgUYv369Qbzhw8fLp5++ukax2wK3nNMFlNSUgI7O8NTTqFQQKvVVrpN165dkZ+fj+LiYv2806dPw87ODgEBAQCAiIgIpKSkGGy3fft2REREmDH6ukeu8QCAOXPmYMaMGdiyZQvCwsLMH3wdJMd4hISE4NixY0hPT9dPTz/9NHr27In09HSoVCrZ8qnt5Pr56Nq1K7Kysgz2c/r0afj6+sLR0dHMWdQdco1HZfsFcN/HxNVn1RmPu3bu3ImsrKxyn4FwdHTEww8/bPD7XKvVIiUlxfK/zy3ailO9FhsbK/z9/fWPflm3bp3w8vISb7/9tn6diRMnimHDhulfq9VqERAQIP75z3+KEydOiJ07d4rWrVuLF198Ub/Onj17hL29vZg7d644deqUSEhI4KPcjCDXeMyePVs4OjqKb7/91uCxPWq12qL51TZyjUdFx+FtFfcn13jk5uYKV1dXERcXJzIyMsTGjRtF06ZNxXvvvWfR/GobucYjISFBuLq6itWrV4szZ86Ibdu2iZYtW4rBgwdbNL/apjrjcdf//d//ifDw8Ar3m5ycLJRKpUhKShInT54Uo0ePFh4eHuL8+fOy5VIRNsdkMUVFRWLs2LGiWbNmwsnJSQQFBYlJkyYZ/CkxNjZWdO/e3WC7U6dOiaioKOHs7CwCAgLE+PHjy93fumbNGhEcHCwcHR1F27ZtxaZNmyyRUq0m13gEBgYKAOWmvz/LksqT8+fj79gcG0fO8di7d68IDw8XSqVSBAUFiffff9/gHmQqT67xKCsrE1OnThUtW7YUTk5OQqVSiddee01cuXLFQpnVTtUdj6tXrwpnZ2fx+eefV7rvjz/+WDRr1kw4OjqKzp07i3379smVRqUkIfh3AyIiIiIigF8fTURERESkx+aYiIiIiEiHzTERERERkQ6bYyIiIiIiHTbHREREREQ6bI6JiIiIiHTYHBMRERER6bA5JiIiIqIq7dq1C/3794efnx8kScKGDRvq1PH+js0xEREREVXp+vXr6NChAxYvXlwnj/d39hY/IhERERHVKn369EGfPn0qXV5aWopJkyZh9erVuHr1Ktq1a4cPPvgAPXr0kOV4cuKVYyIiIiKqkbi4OKSlpSE5ORlHjx7FoEGD0Lt3b2RmZlo7NJOxOSYiIiKiasvNzUViYiLWrl2LyMhItGzZEvHx8ejWrRsSExOtHZ7J2BwTERERUbUdO3YMGo0GwcHBcHFx0U87d+5EdnY2AOD333+HJElVThMnTrRyJnfwnmMiIiIiqrbi4mIoFAocOnQICoXCYJmLiwsAICgoCKdOnapyP40bN5YtRlOwOSYiIiKiauvUqRM0Gg0KCwsRGRlZ4TqOjo4ICQmxcGTVw+aYiIiIiKpUXFyMrKws/eucnBykp6fD09MTwcHBiImJwfDhwzFv3jx06tQJFy9eREpKCkJDQ9GvXz+zHq9Zs2ZmyakykhBCyHoEIiIiIqrVUlNT0bNnz3LzY2NjkZSUhLKyMrz33ntYuXIlzp07By8vLzz66KOYNm0a2rdvb/bjyYnNMRERERGRDp9WQURERESkw+aYiIiIiEiHzTERERERkQ6bYyIiIiIiHTbHREREREQ6bI6JiIiIiHTYHBMRERER6bA5JiIiIiLS4ddHk1G0Wi3y8/Ph6uoKSZKsHQ4RERHVU0IIqNVq+Pn5wc7O/Nd52RyTUfLz86FSqawdBhEREREAIC8vDwEBAWbfL5tjMoqrqyuAOyeim5ublaMhIiKi+qqoqAgqlUrfm5gbm2Myyt1bKdzc3NgcExERkdXJdZsnP5BHRERERKTD5piIiIiISIfNMRERERGRDptjIiIiIiIdNsdERERERDp8WgXZhPzifBw8fxCNnBqhi18X2Nvx1CQiIiLLYwdiQ0aMGIGrV69iw4YNsh6npKQEw4YNw/bt26FWq3HlyhV4eHjIesyqzP91ARJPfAEBAQBo6uyD/zyxBK0atbJaTERERFQ/8baKemjFihX45ZdfsHfvXhQUFMDd3d1qsez4Yxe+OLFc3xgDQOGN84jb8rrVYiIiIqL6i81xPZSdnY0HHngA7dq1g4+Pj2wP0TbGyrQlFc4/d+tPZFw+beFoiIiIqL5jc2xmWq0Wc+bMQatWraBUKtGsWTO8//77AIBjx47h8ccfh7OzMxo3bozRo0ejuLi43D7mzp0LX19fNG7cGGPGjEFZWZl+WWlpKeLj4+Hv74+GDRsiPDwcqampBtt/9913aNu2LZRKJZo3b4558+bpl/Xo0QPz5s3Drl27IEkSevToIUsdjCWKzla6LDvrqOUCISIiohrR3ryJ4p07UfzLbohbt6wdTrXxnmMze+edd7B06VLMnz8f3bp1Q0FBAX7//Xdcv34d0dHRiIiIwMGDB1FYWIgXX3wRcXFxSEpK0m+/Y8cO+Pr6YseOHcjKysKQIUPQsWNHvPTSSwCAuLg4nDx5EsnJyfDz88P69evRu3dvHDt2DK1bt8ahQ4cwePBgTJ06FUOGDMHevXvx2muvoXHjxhgxYgTWrVuHiRMn4vjx41i3bh0cHR0rzKO0tBSlpaX610VFRbLUq/MtZxxSlv8Pgn/ZbbRr6C3LMYmIiMi81D/vQP4770B77RoAQNG4MfznzUXDRx+1cmSmk4QQ4v6rkTHUajWaNGmCTz75BC+++KLBsqVLl2LChAnIy8tDw4YNAQCbN29G//79kZ+fD29vb4wYMQKpqanIzs6GQqEAAAwePBh2dnZITk5Gbm4ugoKCkJubCz8/P/2+o6Ki0LlzZ8ycORMxMTG4ePEitm3bpl/+9ttvY9OmTThx4gQAYNy4cUhPTy93xfnvpk6dimnTppWbf+3aNbi5uVW7RvfK2PoZ/pP9IbY3bKCf56zVYsbFW4iO/x2wU5jtWERERGR+ty9fRtbjvSD+dlENAOxcXdFqxw4oXBqa9XhFRUVwd3c3e09yF2+rMKNTp06htLQUvXr1qnBZhw4d9I0xAHTt2hVarRYZGRn6eW3bttU3xgDg6+uLwsJCAHduy9BoNAgODoaLi4t+2rlzJ7Kzs/XH6dq1q8Gxu3btiszMTGg0GqNzeeedd3Dt2jX9lJeXZ/S2pmgTNQrjNCFYWnABL169hvjLV/B93kU8FPURG2MiIqJaoOjHLeUaYwDQqtUoTvnJChHVDG+rMCNnZ+ca78PBwcHgtSRJ0Gq1AIDi4mIoFAocOnTIoIEGABcXlxof+++USiWUSqVZ91khhQOajfkvGh/fBP/j26Fw8YLvYyMAj2byH5uIiIhqTFtSUq1ltopXjs2odevWcHZ2RkpKSrllDzzwAH777Tdcv35dP2/Pnj2ws7NDmzZtjNp/p06doNFoUFhYiFatWhlMPj4++uPs2bPHYLs9e/YgODi4XENtM+zs0DC0P1TPL4Lf0++yMSYiIqpFXLp3r3iBnR1cHnvMssGYAZtjM3JycsKECRPw9ttvY+XKlcjOzsa+ffuwfPlyxMTEwMnJCbGxsTh+/Dh27NiB119/HcOGDYO3t3EfPAsODkZMTAyGDx+OdevWIScnBwcOHMCsWbOwadMmAMBbb72FlJQUzJgxA6dPn8aKFSvwySefID4+Xs7UiYiIqJ5yahMMz1Ejy81v8sbrcPD3t0JENcPbKsxsypQpsLe3x7vvvov8/Hz4+vrilVdeQYMGDbB161aMHTsWjzzyCBo0aIB//OMf+Oijj0zaf2JiIt577z289dZbOHfuHLy8vPDoo4/iqaeeAgA89NBDWLNmDd59913MmDEDvr6+mD59OkaMGCFDtkRERESA97/+BdfHH0fR1q2Q7BRw69cXzu3bWzusauHTKsgocn8ylIiIiMgYfFoFEREREZGFsDkmIiIiItJhc0xEREREpMPmmIiIiIhIh80xEREREZEOH+VGRrn7UJOioiIrR0JERET12d1eRK4HrrE5JqOo1WoAgEqlsnIkRERERHd6E3d3d7Pvl885JqNotVrk5+fD1dUVkiRZOxyzKSoqgkqlQl5eXr17fnN9zZ1516+8gfqbe33NG6i/udeXvIUQUKvV8PPzg52d+e8Q5pVjMoqdnR0CAgKsHYZs3Nzc6vQbSVXqa+7Mu/6pr7nX17yB+pt7fchbjivGd/EDeUREREREOmyOiYiIiIh02BxTvaZUKpGQkAClUmntUCyuvubOvOtX3kD9zb2+5g3U39zra97mxg/kERERERHp8MoxEREREZEOm2MiIiIiIh02x0REREREOmyOiYiIiIh02BwTEREREemwOaY6Y9asWXjkkUfg6uqKpk2bYuDAgcjIyLjvdmvXrkVISAicnJzQvn17bN682WD5iBEjIEmSwdS7d2+50jBZdfI+ceIE/vGPf6B58+aQJAkLFiyocL3FixejefPmcHJyQnh4OA4cOCBDBtUnV+5Tp04tN+YhISEyZWG66uS9dOlSREZGolGjRmjUqBGioqLKjacQAu+++y58fX3h7OyMqKgoZGZmypmKyeTKvS7+nK9btw5hYWHw8PBAw4YN0bFjR3z55ZcG69j6mMuVt62PN1D932l3JScnQ5IkDBw40GC+rY+5LWBzTHXGzp07MWbMGOzbtw/bt29HWVkZnnzySVy/fr3Sbfbu3YuhQ4di1KhROHLkCAYOHIiBAwfi+PHjBuv17t0bBQUF+mn16tVyp2O06uRdUlKCoKAgzJ49Gz4+PhWu880332D8+PFISEjA4cOH0aFDB0RHR6OwsFCuVEwmV+4A0LZtW4Mx3717txwpVEt18k5NTcXQoUOxY8cOpKWlQaVS4cknn8S5c+f068yZMweLFi3CZ599hv3796Nhw4aIjo7GzZs3LZGWUeTKHah7P+eenp6YNGkS0tLScPToUbzwwgt44YUXsHXrVv06tj7mcuUN2PZ4A9XL/a6zZ88iPj4ekZGR5ZbZ+pjbBEFURxUWFgoAYufOnZWuM3jwYNGvXz+DeeHh4eLll1/Wv46NjRUDBgyQK0yzMybvvwsMDBTz588vN79z585izJgx+tcajUb4+fmJWbNmmStUszNX7gkJCaJDhw7mDU5GpuYthBC3b98Wrq6uYsWKFUIIIbRarfDx8REffvihfp2rV68KpVIpVq9ebfaYzcUcuQtR93/O7+rUqZOYPHmyEKJ2jrk58hai9o23EMbnfvv2bdGlSxexbNmycnnWxjG3Bl45pjrr2rVrAO5cRahMWloaoqKiDOZFR0cjLS3NYF5qaiqaNm2KNm3a4NVXX8Xly5fNH7CZGJP3/dy6dQuHDh0yqI2dnR2ioqLK1caWmCP3uzIzM+Hn54egoCDExMQgNze3xvuUS3XyLikpQVlZmX6bnJwcnD9/3mDM3d3dER4eXufG/N7c76rLP+dCCKSkpCAjIwOPPfYYgNo55ubI+67aNN6A8blPnz4dTZs2xahRo8otq41jbg321g6ASA5arRbjxo1D165d0a5du0rXO3/+PLy9vQ3meXt74/z58/rXvXv3xrPPPosWLVogOzsb//73v9GnTx+kpaVBoVDIlkN1GJv3/Vy6dAkajabC2vz+++81DVMW5sodAMLDw5GUlIQ2bdqgoKAA06ZNQ2RkJI4fPw5XV1czRWwe1c17woQJ8PPz0/+SvHvO3+/nwZaYK3eg7v6cX7t2Df7+/igtLYVCocCnn36KJ554AkDtG3Nz5Q3UrvEGjM999+7dWL58OdLT0ytcXtvG3FrYHFOdNGbMGBw/ftws94k+99xz+n+3b98eoaGhaNmyJVJTU9GrV68a79+czJl3bWPO3Pv06aP/d2hoKMLDwxEYGIg1a9ZUeDXGmqqT9+zZs5GcnIzU1FQ4OTnJGJ28zJl7Xf05d3V1RXp6OoqLi5GSkoLx48cjKCgIPXr0kD9QMzNn3rVpvAHjcler1Rg2bBiWLl0KLy8vC0ZX97A5pjonLi4OGzduxK5duxAQEFDluj4+Prhw4YLBvAsXLlT5Qa2goCB4eXkhKyvLpt5ETcn7fry8vKBQKEyujbWYM/eKeHh4IDg4GFlZWWbfd01UJ++5c+di9uzZ+OmnnxAaGqqff3dcL1y4AF9fX/38CxcuoGPHjmaN2xzMmXtF6srPuZ2dHVq1agUA6NixI06dOoVZs2ahR48etWrMzZl3RWx1vAHjc8/OzsbZs2fRv39//TytVgsAsLe3R0ZGRq0ac2viPcdUZwghEBcXh/Xr1+Pnn39GixYt7rtNREQEUlJSDOZt374dERERlW7z559/4vLlywZvLNZUnbzvx9HREQ8//LBBbbRaLVJSUqqsjaXJkXtFiouLkZ2dXevHfM6cOZgxYwa2bNmCsLAwg2UtWrSAj4+PwZgXFRVh//79dWLMq8q9InX151yr1aK0tBRA7RhzOfKuiK2NN2B67iEhITh27BjS09P109NPP42ePXsiPT0dKpWqVoy5TbDWJwGJzO3VV18V7u7uIjU1VRQUFOinkpIS/TrDhg0TEydO1L/es2ePsLe3F3PnzhWnTp0SCQkJwsHBQRw7dkwIIYRarRbx8fEiLS1N5OTkiJ9++kk89NBDonXr1uLmzZsWz7Ei1cm7tLRUHDlyRBw5ckT4+vqK+Ph4ceTIEZGZmalfJzk5WSiVSpGUlCROnjwpRo8eLTw8PMT58+ctml9V5Mr9rbfeEqmpqSInJ0fs2bNHREVFCS8vL1FYWGjR/CpTnbxnz54tHB0dxbfffmuwjVqtNljHw8NDfP/99+Lo0aNiwIABokWLFuLGjRsWza8qcuReV3/OZ86cKbZt2yays7PFyZMnxdy5c4W9vb1YunSpfh1bH3M58q4N4y1E9XK/V0VP5bD1MbcFbI6pzgBQ4ZSYmKhfp3v37iI2NtZguzVr1ojg4GDh6Ogo2rZtKzZt2qRfVlJSIp588knRpEkT4eDgIAIDA8VLL71kUw1idfLOycmpcJvu3bsb7Pvjjz8WzZo1E46OjqJz585i3759lknKSHLlPmTIEOHr6yscHR2Fv7+/GDJkiMjKyrJcYvdRnbwDAwMr3CYhIUG/jlarFVOmTBHe3t5CqVSKXr16iYyMDMslZgQ5cq+rP+eTJk0SrVq1Ek5OTqJRo0YiIiJCJCcnG+zX1sdcjrxrw3gLUf3faX9XUXNs62NuCyQhhKjZtWciIiIiorqB9xwTEREREemwOSYiIiIi0mFzTERERESkw+aYiIiIiEiHzTERERERkQ6bYyIiIiIiHTbHREREREQ6bI6JiIiIyGx27dqF/v37w8/PD5IkYcOGDSZtP3XqVEiSVG5q2LChPAHfg80xEREREZnN9evX0aFDByxevLha28fHx6OgoMBgevDBBzFo0CAzR1oxNsdEREREZDZ9+vTBe++9h2eeeabC5aWlpYiPj4e/vz8aNmyI8PBwpKam6pe7uLjAx8dHP124cAEnT57EqFGjLBI/m2MiIiIispi4uDikpaUhOTkZR48exaBBg9C7d29kZmZWuP6yZcsQHByMyMhIi8TH5piIiIiILCI3NxeJiYlYu3YtIiMj0bJlS8THx6Nbt25ITEwst/7NmzexatUqi101BgB7ix2JiIiIiOq1Y8eOQaPRIDg42GB+aWkpGjduXG799evXQ61WIzY21lIhsjkmIiIiIssoLi6GQqHAoUOHoFAoDJa5uLiUW3/ZsmV46qmn4O3tbakQ2RwTERERkWV06tQJGo0GhYWF972HOCcnBzt27MAPP/xgoejuYHNMRERERGZTXFyMrKws/eucnBykp6fD09MTwcHBiImJwfDhwzFv3jx06tQJFy9eREpKCkJDQ9GvXz/9dl988QV8fX3Rp08fi8YvCSGERY9IRERERHVWamoqevbsWW5+bGwskpKSUFZWhvfeew8rV67EuXPn4OXlhUcffRTTpk1D+/btAQBarRaBgYEYPnw43n//fYvGz+aYiIiIiEiHj3IjIiIiItJhc0xEREREpMPmmIiIiIhIh80xEREREZEOm2MiIiIiIh02x0REREREOmyOiYiIiIh02BwTEREREenw66PJKFqtFvn5+XB1dYUkSdYOh4iIiOopIQTUajX8/PxgZ2f+67xsjsko+fn5UKlU1g6DiIiICACQl5eHgIAAs++XzTEZxdXVFcCdE9HNzc3K0RAREVF9VVRUBJVKpe9NzI3NMRnl7q0Ubm5ubI6JiIjI6uS6zZMfyCMiIiIi0mFzTERERESkw+aYiIiIiEiHzTERERERkQ6bYyIiIiIiHT6tgoiIiIhq5MrNK/jkyCf4KfcnSJDQu0VvxHWMg4uji7VDMxmvHNsAIQRGjx4NT09PSJKEgQMHYuDAgUZvn5qaCkmScPXqVdliJCIiIqrIbe1tvLjtRaw5vQZ/3fwLl29exqpTq/DqT69aO7Rq4ZVjG7BlyxYkJSUhNTUVQUFBcHZ2hhDC2mFZ1O0rV3Dj8GEoGnnCuVNHfkU1ERFRLbEzbydOXzldbn76xXQcKDiAzr6drRBV9bE5tgHZ2dnw9fVFly5drB2KVVxetgwXF30McesWAEDZuhUCPv0Ujvy6aiIiIpuXdTWrymW1rTnmbRVWNmLECLz++uvIzc2FJElo3rw5RowYYXBbRWlpKd544w00bdoUTk5O6NatGw4ePFhuX4cOHUJYWBgaNGiALl26ICMjw2D5f//7XzzyyCNwcnKCl5cXnnnmGbnTu6/r+/ajcO48fWMMAKWZWTj3VrwVoyIiIiJjBXkEVWuZrWJzbGULFy7E9OnTERAQgIKCggqb3rfffhvfffcdVqxYgcOHD6NVq1aIjo7GX3/9ZbDepEmTMG/ePPz666+wt7fHyJEj9cs2bdqEZ555Bn379sWRI0eQkpKCzp0r/59caWkpioqKDCY5XNuwocL5N48eRemZM7Ick4iIiMwn3Cscgbe05ea3LgUe8nrYChHVDJtjK3N3d4erqysUCgV8fHzQpEkTg+XXr1/HkiVL8OGHH6JPnz548MEHsXTpUjg7O2P58uUG677//vvo3r07HnzwQUycOBF79+7FzZs39cuee+45TJs2DQ888AA6dOiAd955p9K4Zs2aBXd3d/2kkukWB+3161UsK5HlmERERGQ+J39ajRUF+XhWXQxXjRYeGg2GFKmRdD4Px3att3Z4JmNzbOOys7NRVlaGrl276uc5ODigc+fOOHXqlMG6oaGh+n/7+voCAAoLCwEA6enp6NWrl9HHfeedd3Dt2jX9lJeXV5M0KuXSo3uF8+2bNoXTAyGyHJOIiIjM6K8zaKzVYtqlv7A390/8knsOky9fgZtW4PbFbGtHZzI2x3WIg4OD/t93n/ag1d75M4ezs7NJ+1IqlXBzczOY5OD+9NNo+LfGHwAkBwf4TE2AZM/PixIREdk696DKb51o0jrMgpGYB5tjG9eyZUs4Ojpiz549+nllZWU4ePAgHnzwQaP3ExoaipSUFDlCrBHJwQGqz/8D/4UL4TH0OXi99iqCNm+C6+OPWzs0IiIiMsIDkf9EtmP5v/b+3uBhBD38hBUiqhlemrNxDRs2xKuvvop/v5Y45gABAABJREFU/etf8PT0RLNmzTBnzhyUlJRg1KhRRu8nISEBvXr1QsuWLfHcc8/h9u3b2Lx5MyZMmCBj9MaRFAq4RT8Jt+gnrR0KERERmcrODqqxW3F07VQ0zdsCLRS43LwfHhycYO3IqoXNcS0we/ZsaLVaDBs2DGq1GmFhYdi6dSsaNWpk9D569OiBtWvXYsaMGZg9ezbc3Nzw2GOPyRg1ERER1ReODT0QOmKB/rWf9UKpMUnUt69iqwWGDh0KhUKBr776ytqh6BUVFcHd3R3Xrl2T7f5jIiIiovuRuyfhPcc25Pbt2zh58iTS0tLQtm1ba4dDREREVO+wObYhx48fR1hYGNq2bYtXXnnF2uEQERER1Tu859iGdOzYESUl/OILIiIiImvhlWMiIiIiIh02x0REREREOrytgoxy96EmRUVFVo6EiIiI6rO7vYhcD1xjc0xGUavVAACVSmXlSIiIiIju9Cbu7u5m3y+fc0xG0Wq1yM/Ph6urKyRJqvH+ioqKoFKpkJeXV6+em8y861feQP3Nvb7mDdTf3Jl3/cobsF7uQgio1Wr4+fnBzs78dwjzyjEZxc7ODgEBAWbfr5ubW717MwGYd31UX3Ovr3kD9Td35l3/WCN3Oa4Y38UP5BERERER6bA5JiIiIiLSYXNMVqFUKpGQkAClUmntUCyKedevvIH6m3t9zRuov7kz7/qVN1B3c+cH8oiIiIiIdHjlmIiIiIhIh80xEREREZEOm2MiIiIiIh02x0REREREOmyOiYiIiIh02BxTjUydOhWSJBlMISEhla5/4sQJ/OMf/0Dz5s0hSRIWLFhQ431ai6lxLl26FJGRkWjUqBEaNWqEqKgoHDhwwGAdIQTeffdd+Pr6wtnZGVFRUcjMzJQ7FZPIkfeIESPK7bN3795yp2IyU3Nft24dwsLC4OHhgYYNG6Jjx4748ssvDdapi2NuTN61Ycxr8l6UnJwMSZIwcOBAg/m1YbwBeXKvi2OelJRUbn0nJyeDderqmBuTe20Y84rw66Opxtq2bYuffvpJ/9revvLTqqSkBEFBQRg0aBDefPNNs+zTmkyJMzU1FUOHDkWXLl3g5OSEDz74AE8++SROnDgBf39/AMCcOXOwaNEirFixAi1atMCUKVMQHR2NkydPlnvTsSZz5w0AvXv3RmJiov61rT4305TcPT09MWnSJISEhMDR0REbN27ECy+8gKZNmyI6OhpA3RxzY/IGaseYV+e96OzZs4iPj0dkZGS5ZbVlvAHz5w7UzTF3c3NDRkaG/rUkSQbL6/KY3y93oHaM+b1ss+OgWsXe3h4+Pj5GrfvII4/gkUceAQBMnDjRLPu0JlPiXLVqlcHrZcuW4bvvvkNKSgqGDx8OIQQWLFiAyZMnY8CAAQCAlStXwtvbGxs2bMBzzz1n9viry5x536VUKuvcmPfo0cPg9dixY7FixQrs3r0b0dHRdXbM75f3XbVhzE19L9JoNIiJicG0adPwyy+/4OrVq/pltWm8AfPmflddHHNJkipdv66PeVW531UbxvxevK2CaiwzMxN+fn4ICgpCTEwMcnNzbXKfcqhJnCUlJSgrK4OnpycAICcnB+fPn0dUVJR+HXd3d4SHhyMtLc3ssdeEOfO+KzU1FU2bNkWbNm3w6quv4vLly+YO2yyqm7sQAikpKcjIyMBjjz0GoH6MeUV531UbxtzUvKdPn46mTZti1KhR5ZbVpvEGzJv7XXVxzIuLixEYGAiVSoUBAwbgxIkT+mV1fcyryv2u2jDm92JzTDUSHh6OpKQkbNmyBUuWLEFOTg4iIyOhVqttap9yqGmcEyZMgJ+fn/5N8/z58wAAb29vg/W8vb31y2yBufMG7vzZbeXKlUhJScEHH3yAnTt3ok+fPtBoNHKlUS3Vyf3atWtwcXGBo6Mj+vXrh48//hhPPPEEgLo95lXlDdSOMTc17927d2P58uVYunRphctry3gD5s8dqJtj3qZNG3zxxRf4/vvv8dVXX0Gr1aJLly74888/AdTtMb9f7kDtGPMKCSIzunLlinBzcxPLli2777qBgYFi/vz5Zt2nNZkS56xZs0SjRo3Eb7/9pp+3Z88eAUDk5+cbrDto0CAxePBgs8drLjXNuyLZ2dkCgPjpp5/MFaYsjMldo9GIzMxMceTIETF37lzh7u4uduzYIYSo22NeVd4VqQ1jXlXeRUVFonnz5mLz5s36ebGxsWLAgAH617V1vIWoee4Vqe1jXpFbt26Jli1bismTJwsh6u6YV+Te3CtSG8ZcCCF4zzGZlYeHB4KDg5GVlWXT+5SDsXHOnTsXs2fPxk8//YTQ0FD9/Lv3ZF24cAG+vr76+RcuXEDHjh1lidkcapp3RYKCguDl5YWsrCz06tXLnOGalTG529nZoVWrVgCAjh074tSpU5g1axZ69OhRp8e8qrwrUhvGvKq8s7OzcfbsWfTv318/T6vVArhzH2dGRkatHW+g5rm3bNmy3Ha1fcwr4uDggE6dOunXr6tjXpF7c69IbRhzgLdVkJkVFxcjOzvb4E3AFvcpB2PinDNnDmbMmIEtW7YgLCzMYFmLFi3g4+ODlJQU/byioiLs378fERERssVdUzXNuyJ//vknLl++XCfG/F5arRalpaUA6vaY3+vveVekNox5VXmHhITg2LFjSE9P109PP/00evbsifT0dKhUqlo73kDNc69IbR/zimg0Ghw7dky/fl0d84rcm3tFasOYA+BtFVQzb731lkhNTRU5OTliz549IioqSnh5eYnCwkIhhBDDhg0TEydO1K9fWloqjhw5Io4cOSJ8fX1FfHy8OHLkiMjMzDR6n7bC1Nxnz54tHB0dxbfffisKCgr0k1qtNljHw8NDfP/99+Lo0aNiwIABokWLFuLGjRsWz68y5s5brVaL+Ph4kZaWJnJycsRPP/0kHnroIdG6dWtx8+ZNq+RYGVNznzlzpti2bZvIzs4WJ0+eFHPnzhX29vZi6dKl+nXq4pjfL+/aMuam5n2vim4tqA3jLYT5c6+rYz5t2jSxdetWkZ2dLQ4dOiSee+454eTkJE6cOKFfp66O+f1yry1jXhE2x1QjQ4YMEb6+vsLR0VH4+/uLIUOGiKysLP3y7t27i9jYWP3rnJwcAaDc1L17d6P3aStMzT0wMLDC3BMSEvTraLVaMWXKFOHt7S2USqXo1auXyMjIsGBW92fuvEtKSsSTTz4pmjRpIhwcHERgYKB46aWXxPnz5y2c2f2ZmvukSZNEq1athJOTk2jUqJGIiIgQycnJBvusi2N+v7xry5ibmve9KmqOa8N4C2H+3OvqmI8bN040a9ZMODo6Cm9vb9G3b19x+PBhg33W1TG/X+61ZcwrIgkhhBUuWBMRERER2Rzec0xEREREpMPmmIiIiIhIh80xEREREZEOm2MiIiIiIh02x0REREREOmyOiYiIiIh02BwTEREREemwOSYiIiKiKu3atQv9+/eHn58fJEnChg0b6tTx/o7NMRERERFV6fr16+jQoQMWL15cJ4/3d/YWPyIRERER1Sp9+vRBnz59Kl1eWlqKSZMmYfXq1bh69SratWuHDz74AD169JDleHLilWMiIiIiqpG4uDikpaUhOTkZR48exaBBg9C7d29kZmZaOzSTsTkmIiIiomrLzc1FYmIi1q5di8jISLRs2RLx8fHo1q0bEhMTrR2eydgcExEREVG1HTt2DBqNBsHBwXBxcdFPO3fuRHZ2NgDg999/hyRJVU4TJ060ciZ38J5jIiIiIqq24uJiKBQKHDp0CAqFwmCZi4sLACAoKAinTp2qcj+NGzeWLUZTsDkmIiIiomrr1KkTNBoNCgsLERkZWeE6jo6OCAkJsXBk1cPmmIiIiIiqVFxcjKysLP3rnJwcpKenw9PTE8HBwYiJicHw4cMxb948dOrUCRcvXkRKSgpCQ0PRr18/sx6vWbNmZsmpMpIQQsh6BCIiIiKq1VJTU9GzZ89y82NjY5GUlISysjK89957WLlyJc6dOwcvLy88+uijmDZtGtq3b2/248mJzTERERERkQ6fVkFEREREpMPmmIiIiIhIh80xEREREZEOm2MiIiIiIh02x0REREREOmyOiYiIiIh02BwTEREREemwOSYiIiIi0uHXR5NRtFot8vPz4erqCkmSrB0OERER1VNCCKjVavj5+cHOzvzXedkck1Hy8/OhUqmsHQYRERERACAvLw8BAQFm3y+bYzKKq6srgDsnopubm5WjISIiovqqqKgIKpVK35uYG5tjMsrdWync3NzYHBMREZHVyXWbJz+QR0RERESkw+aYiIiIiEiHzTERERERkQ6bYyIiIiIiHTbHREREREQ6bI6JiEh2xd+vRO6AbjjTrQPyR/RF6bGD1g6JiKhCbI5lJoTA6NGj4enpCUmSMHDgQAwcONDo7VNTUyFJEq5evSpbjEREcrr2+UzkTZiJ6xmXUXrpFq7ty8HZmGEoPbbP2qEREZXD5lhmW7ZsQVJSEjZu3IiCggKsWLECSUlJFo1BCIF3330Xvr6+cHZ2RlRUFDIzMy0aAxHVT0KrReHSrwAYPo9Ue0vCxTlTrBMUEVEV2BzLLDs7G76+vujSpQt8fHzg7u4ODw8Pi8YwZ84cLFq0CJ/9P3t3HhZV3f4P/D0zwADKgKjIACMIiriBGkq4m5QZ+tjm0pcU0/QptbRyzXpwydQyS0vtsUXc0izNn7lgSkKJC26YuSCiBQJqizggxTLz+f3ROE8ToDM4Z4aB9+u65rqaz9nu+/4Mw93xnMOHH+LIkSNo0KAB+vfvjz///NOmcRBR/aPLy0ZFkahyWcnFPBtHQ0R0d2yOJTRq1Ci88MILyMnJgUwmQ1BQEEaNGmVyWUVpaSlefPFF+Pj4wNXVFT169MDRo5WvxTt+/DgiIyPh7u6Obt26ITMz02T5119/jS5dusDV1RVNmjTBY489BuCvs8bvvfceXnvtNQwePBjh4eFYu3Yt8vPzsW3bNinTJyJCcYPGgLO+ymWl7s42joaI6O7YHEto6dKlmDt3LgICAlBQUFBl0ztt2jRs2bIFa9aswYkTJ9CyZUv0798fv//+u8l6s2bNwjvvvINjx47ByckJo0ePNi7buXMnHnvsMTzyyCM4efIkkpOT0bVrVwDA5cuXcfXqVcTExBjX9/T0RFRUFA4dOlRt7KWlpdBqtSYvIiJLOTVQITXcvdK4HsDWrqG2D4iI6C6c7B1AXebp6QkPDw8oFAr4+vpWWn7r1i2sXLkSiYmJGDBgAADgo48+wt69e/HJJ59g6tSpxnXnz5+P3r17AwBmzJiB2NhY/Pnnn3B1dcX8+fMxfPhwzJkzx7h+REQEAODq1asAgGbNmpkcu1mzZsZlVVmwYIHJ/oiIakIuL8PKfjr8qpSh/wmBhn8CBY2ATb3k+Lmj7O47ICKyMTbHdpSdnY3y8nJ0797dOObs7IyuXbvi3LlzJuuGh4cb/1utVgMArl+/jubNmyMjIwNjx461amwzZ87Eyy+/bHyv1Wqh0WisegwiqvvK9eXQKwQ+763Alz0E3EqBYjcAMhnC3Ku+FpmIyJ54WYWDcHb+37V5MtlfZ1v0+r+u43Nzc6t2u9tnrK9du2Yyfu3atSrPZt+mVCqhUqlMXkRElvJUeqJj044AAJ1ChmJ3GWD4Duuj6WO/wIiIqsHm2I5CQkLg4uKCtLQ041h5eTmOHj2Ktm3bmr2f8PBwJCcnV7msRYsW8PX1NVmu1Wpx5MgRREdH1zx4IiIzzYyaCZWL6f9gt/Fug5FtR9opIiKi6vGyCjtq0KABnn/+eUydOhXe3t5o3rw53nrrLZSUlGDMmDFm7ychIQH9+vVDSEgIhg8fjoqKCuzatQvTp0+HTCbD5MmT8cYbb6BVq1Zo0aIFXn/9dfj5+Vn0x0iIiGqqbeO2+Pqxr/F19tcouFWA9k3a46HAh+CicLF3aERElbA5trOFCxdCr9djxIgRKCoqQmRkJPbs2YNGjRqZvY8+ffrgiy++wLx587Bw4UKoVCr06tXLuHzatGm4desWxo0bh8LCQvTo0QNJSUlwdXWVIiUiokq8Xb0R3y7e3mEQEd2VTAjBOyJs6KmnnoJCocD69evtHYpFtFotPD09cfPmTV5/TERERHYjdU/Ca45tpKKiAmfPnsWhQ4fQrl07e4dDRERERFVgc2wjP/74IyIjI9GuXTs899xz9g6HiIiIiKrAa45tpGPHjigpKbF3GERERER0BzxzTERERERkwOaYiIiIiMiAl1WQWW4/1ESr1do5EiIiIqrPbvciUj1wjc0xmaWoqAgAoNFo7BwJERER0V+9iaenp9X3y+cck1n0ej3y8/Ph4eEBmUxm73BqJa1WC41Gg9zcXD4L2gZYb9tivW2L9bYt1tu27rXeQggUFRXBz88Pcrn1rxDmmWMyi1wuR0BAgL3DcAgqlYpfrjbEetsW621brLdtsd62dS/1luKM8W28IY+IiIiIyIDNMRERERGRAZtjIitRKpVISEiAUqm0dyj1AuttW6y3bbHetsV621ZtrzdvyCMiIiIiMuCZYyIiIiIiAzbHREREREQGbI6JiIiIiAzYHBMRERERGbA5JiIiIiIyYHNMZIbZs2dDJpOZvMLCwqpd/6OPPkLPnj3RqFEjNGrUCDExMUhPT7dhxI7N0npv3boVkZGR8PLyQoMGDdCxY0esW7fOhhE7Nkvr/XebNm2CTCbDo48+Km2QdYil9U5MTKy0vqurqw0jdmw1+XwXFhZiwoQJUKvVUCqVCA0Nxa5du2wUsWOztN59+vSptL5MJkNsbKwNozbFPx9NZKZ27dph3759xvdOTtX/+KSkpOCpp55Ct27d4OrqikWLFuGhhx7CmTNn4O/vb4twHZ4l9fb29sasWbMQFhYGFxcX7NixA8888wx8fHzQv39/W4Tr8Cyp920//fQTpkyZgp49e0oZWp1kab1VKhUyMzON72UymWSx1UWW1LusrAwPPvggfHx88OWXX8Lf3x8///wzvLy8bBBp3WBJvbdu3YqysjLj+99++w0REREYMmSIpDHeCZtjIjM5OTnB19fXrHU3bNhg8v7jjz/Gli1bkJycjJEjR0oRXp1jSb379Olj8n7SpElYs2YNDhw4wObYTJbUGwB0Oh3i4uIwZ84cfP/99ygsLJQuuDrI0nrLZDKL1idTltT7008/xe+//46DBw/C2dkZABAUFCRhdHWPJfX29vY2eb9p0ya4u7vbtTnmZRVEZsrKyoKfnx+Cg4MRFxeHnJwcs7ctKSlBeXl5pS8Bql5N6y2EQHJyMjIzM9GrVy+Jo6w7LK333Llz4ePjgzFjxtgowrrF0noXFxcjMDAQGo0GgwcPxpkzZ2wUad1gSb23b9+O6OhoTJgwAc2aNUP79u3x5ptvQqfT2TBix3Yvvy8/+eQTDB8+HA0aNJAwwjvjX8gjMsPu3btRXFyM1q1bo6CgAHPmzEFeXh5+/PFHeHh43HX78ePHY8+ePThz5gyvFTRDTep98+ZN+Pv7o7S0FAqFAitWrMDo0aNtHLljsrTeBw4cwPDhw5GRkYEmTZpg1KhRKCwsxLZt22wfvAOytN6HDh1CVlYWwsPDcfPmTSxevBjfffcdzpw5g4CAADtk4FgsrXdYWBh++uknxMXFYfz48bh48SLGjx+PF198EQkJCXbIwLHcy+/L9PR0REVF4ciRI+jatauNIq6CICKL3bhxQ6hUKvHxxx/fdd0FCxaIRo0aiVOnTtkgsrrJnHrrdDqRlZUlTp48KRYvXiw8PT3F/v37bRdkHXKnemu1WhEUFCR27dplHIuPjxeDBw+2YYR1iyXfJ0IIUVZWJkJCQsRrr70mcWR1093q3apVK6HRaERFRYVx7J133hG+vr62CrFOseTzPW7cONGhQwcbRHVnvOaYqAa8vLwQGhqKixcv3nG9xYsXY+HChdi3bx/Cw8NtFF3dY0695XI5WrZsCQDo2LEjzp07hwULFlS6Hpnu7k71zs7Oxk8//YRBgwYZx/R6PYC/rjPMzMxESEiIzWKtC8z9PrnN2dkZnTp1Mnt9MnW3eqvVajg7O0OhUBjH2rRpg6tXr6KsrAwuLi62CrVOMPfzfevWLWzatAlz5861UWTV4zXHRDVQXFyM7OxsqNXqatd56623MG/ePCQlJSEyMtKG0dU95tT7n/R6PUpLSyWMqu66U73DwsJw+vRpZGRkGF//+te/0LdvX2RkZECj0dghYsdm6edbp9Ph9OnTFv080P/crd7du3fHxYsXjf/TBwAXLlyAWq1mY1wD5n6+v/jiC5SWluLpp5+2UWR3YO9T10SO4JVXXhEpKSni8uXLIi0tTcTExIgmTZqI69evCyGEGDFihJgxY4Zx/YULFwoXFxfx5ZdfioKCAuOrqKjIXik4FEvr/eabb4pvvvlGZGdni7Nnz4rFixcLJycn8dFHH9krBYdiab3/iZdVWMbSes+ZM0fs2bNHZGdni+PHj4vhw4cLV1dXcebMGXul4FAsrXdOTo7w8PAQEydOFJmZmWLHjh3Cx8dHvPHGG/ZKwaHU9PukR48eYtiwYbYOt0q8rILIDFeuXMFTTz2F3377DU2bNkWPHj1w+PBhNG3aFACQk5MDufx//xCzcuVKlJWV4cknnzTZT0JCAmbPnm3L0B2SpfW+desWxo8fjytXrsDNzQ1hYWFYv349hg0bZq8UHIql9aZ7Y2m9b9y4gbFjx+Lq1ato1KgR7rvvPhw8eBBt27a1VwoOxdJ6azQa7NmzBy+99BLCw8Ph7++PSZMmYfr06fZKwaHU5PskMzMTBw4cwDfffGOPkCvh0yqIiIiIiAx4KoCIiIiIyIDNMRERERGRAZtjIiIiIiIDNsdERERERAZsjomIiIiIDNgcExEREREZsDkmIiIiIjJgc0xEREREd/Tdd99h0KBB8PPzg0wmw7Zt2+rU8f6OzTERERER3dGtW7cQERGB5cuX18nj/R3/fDQRERER3dGAAQMwYMCAapeXlpZi1qxZ2LhxIwoLC9G+fXssWrQIffr0keR4UuKZYyIiIiK6JxMnTsShQ4ewadMm/PDDDxgyZAgefvhhZGVl2Ts0i7E5JiIiIqIay8nJwerVq/HFF1+gZ8+eCAkJwZQpU9CjRw+sXr3a3uFZjM0xEREREdXY6dOnodPpEBoaioYNGxpfqampyM7OBgCcP38eMpnsjq8ZM2bYOZO/8JpjIiIiIqqx4uJiKBQKHD9+HAqFwmRZw4YNAQDBwcE4d+7cHffTuHFjyWK0BJtjIiIiIqqxTp06QafT4fr16+jZs2eV67i4uCAsLMzGkdUMm2MiIiIiuqPi4mJcvHjR+P7y5cvIyMiAt7c3QkNDERcXh5EjR+Kdd95Bp06d8MsvvyA5ORnh4eGIjY216vGaN29ulZyqIxNCCEmPQEREREQOLSUlBX379q00Hh8fj8TERJSXl+ONN97A2rVrkZeXhyZNmuD+++/HnDlz0KFDB6sfT0psjomIiIiIDPi0CiIiIiIiAzbHREREREQGbI6JiIiIiAzYHBMRERERGbA5JiIiIiIyYHNMRERERGTA5piIiIiIyIDNMRERERGRAf98NJlFr9cjPz8fHh4ekMlk9g6HiIiI6ikhBIqKiuDn5we53Prnedkck1ny8/Oh0WjsHQYRERERACA3NxcBAQFW3y+bYzKLh4cHgL8+iCqVys7REBERUX2l1Wqh0WiMvYm1sTkms9y+lEKlUrE5JiIiIruT6jJP3pBHRERERGTA5piIiIiIyIDNMRERERGRAZtjIiIiIiIDNsdERERERAZ8WgUREUlPrwcu7Qdu5gL+kYBve3tHRERUJZ45NpMQAuPGjYO3tzdkMhkyMjLuaX+jRo3Co48+esd1goKC8N57793TcYiI7E6bj6JpXfDz6LG4+O/5yIuPReny4YCuwt6RERFVwjPHZkpKSkJiYiJSUlIQHByMJk2a2DskIiKHUDj/GRTsKAGgBACUFzuhaOVJtFC/BeXjr9o3OCKif+CZYzNlZ2dDrVajW7du8PX1hZMT/7+CiOhuxB83kb/vcuXxCjkKNnxph4iIiO6MzbEZRo0ahRdeeAE5OTmQyWQICgqCXq/HW2+9hZYtW0KpVKJ58+aYP3++cZvTp0/jgQcegJubGxo3boxx48ahuLi40r4XL14MtVqNxo0bY8KECSgvLzdZXlRUhKeeegoNGjSAv78/li9fbrI8JycHgwcPRsOGDaFSqTB06FBcu3bNuHz27Nno2LEj/vvf/0Kj0cDd3R1Dhw7FzZs3rVwlIqLKdL//BtktRZXLrl8rtXE0RER3x+bYDEuXLsXcuXMREBCAgoICHD16FDNnzsTChQvx+uuv4+zZs/jss8/QrFkzAMCtW7fQv39/NGrUCEePHsUXX3yBffv2YeLEiSb73b9/P7Kzs7F//36sWbMGiYmJSExMNFnn7bffRkREBE6ePIkZM2Zg0qRJ2Lt3LwBAr9dj8ODB+P3335Gamoq9e/fi0qVLGDZsmMk+Ll68iM2bN+Prr79GUlISTp48ifHjx98x59LSUmi1WpMXEZGlij09Uexa9bIrjfkvcERUCwkyy7vvvisCAwOFEEJotVqhVCrFRx99VOW6q1atEo0aNRLFxcXGsZ07dwq5XC6uXr0qhBAiPj5eBAYGioqKCuM6Q4YMEcOGDTO+DwwMFA8//LDJvocNGyYGDBgghBDim2++EQqFQuTk5BiXnzlzRgAQ6enpQgghEhIShEKhEFeuXDGus3v3biGXy0VBQUG1+SYkJAgAlV43b968Y52IiP7uVtktMWd0W3G2dZjJ68ewMDFhwQB7h0dEDujmzZuS9iQ8c1wD586dQ2lpKfr161ft8oiICDRo0MA41r17d+j1emRmZhrH2rVrB4Xif//cqFarcf36dZN9RUdHV3p/7tw543E0Gg00Go1xedu2beHl5WVcBwCaN28Of39/k338M5Z/mjlzJm7evGl85ebmVrsuEVF19HoXbArvhM97yqF1+2sstwnwzmNynPPuY9fYiIiqwn/TqgE3Nzer7MfZ2dnkvUwmg16vt8q+75VSqYRSqbR3GETk4HR6gZJrg/F5p2Js7X4RLuXAn84KlP/eDS1L77d3eERElfDMcQ20atUKbm5uSE5OrnJ5mzZtcOrUKdy6dcs4lpaWBrlcjtatW1t0rMOHD1d636ZNG+NxcnNzTc7qnj17FoWFhWjbtq1xLCcnB/n5+Sb7qEksRESW8nRzRlRgAP7IGYviy5Nx49oo3Lo4A6XXB+Lhtmp7h0dEVAmb4xpwdXXF9OnTMW3aNKxduxbZ2dk4fPgwPvnkEwBAXFwcXF1dER8fjx9//BH79+/HCy+8gBEjRhhv2jNXWloa3nrrLVy4cAHLly/HF198gUmTJgEAYmJi0KFDB8TFxeHEiRNIT0/HyJEj0bt3b0RGRprEGx8fj1OnTuH777/Hiy++iKFDh8LX19d6RSEiqsYbj7ZHUw8l9KVq6IrbQFSo0CWoEcb0bGHv0IiIKuFlFTX0+uuvw8nJCf/5z3+Qn58PtVqN5557DgDg7u6OPXv2YNKkSejSpQvc3d3xxBNPYMmSJRYf55VXXsGxY8cwZ84cqFQqLFmyBP379wfw12UY/+///T+88MIL6NWrF+RyOR5++GG8//77Jvto2bIlHn/8cTzyyCP4/fffMXDgQKxYseLei0BEZIZWzTywf0offH0qH3k3/kCExgv9wnwgl8vsHRoRUSUyIYSwdxAkndmzZ2Pbtm33/OeutVotPD09cfPmTahUKusER0RERGQhqXsSXlZBRERERGTA5piIiIiIyICXVZBZeFkFERER1Qa8rIKIiIiIyEbYHBMRERERGfBRbmSW21ffaLVaO0dCRERE9dntXkSqK4PZHJNZioqKAAAajcbOkRARERH91Zt4enpafb+8IY/MotfrkZ+fDw8PD8hktfvB/VqtFhqNBrm5ubx5sJbiHDkGzpNj4Dw5Bs6T9QghUFRUBD8/P8jl1r9CmGeOySxyuRwBAQH2DsMiKpWKX0C1HOfIMXCeHAPnyTFwnqxDijPGt/GGPCIiIiIiAzbHREREREQGbI6pzlEqlUhISIBSqbR3KFQNzpFj4Dw5Bs6TY+A8OQ7ekEdEREREZMAzx0REREREBmyOiYiIiIgM2BwTERERERmwOSYiIiIiMmBzTERERERkwOaYHE5RUREmT56MwMBAuLm5oVu3bjh69Ogdt0lJSUHnzp2hVCrRsmVLJCYm2ibYesrSOdq6dSsefPBBNG3aFCqVCtHR0dizZ48NI66favKzdFtaWhqcnJzQsWNHaYOkGs1TaWkpZs2ahcDAQCiVSgQFBeHTTz+1UcT1U03macOGDYiIiIC7uzvUajVGjx6N3377zUYRU3XYHJPDefbZZ7F3716sW7cOp0+fxkMPPYSYmBjk5eVVuf7ly5cRGxuLvn37IiMjA5MnT8azzz7L5ktCls7Rd999hwcffBC7du3C8ePH0bdvXwwaNAgnT560ceT1i6XzdFthYSFGjhyJfv362SjS+q0m8zR06FAkJyfjk08+QWZmJjZu3IjWrVvbMOr6x9J5SktLw8iRIzFmzBicOXMGX3zxBdLT0zF27FgbR06VCCIHUlJSIhQKhdixY4fJeOfOncWsWbOq3GbatGmiXbt2JmPDhg0T/fv3lyzO+qwmc1SVtm3bijlz5lg7PDK4l3kaNmyYeO2110RCQoKIiIiQMEqqyTzt3r1beHp6it9++80WIZKo2Ty9/fbbIjg42GRs2bJlwt/fX7I4yTw8c0wOpaKiAjqdDq6uribjbm5uOHDgQJXbHDp0CDExMSZj/fv3x6FDhySLsz6ryRz9k16vR1FREby9vaUIkVDzeVq9ejUuXbqEhIQEqUMk1Gyetm/fjsjISLz11lvw9/dHaGgopkyZgj/++MMWIddLNZmn6Oho5ObmYteuXRBC4Nq1a/jyyy/xyCOP2CJkugM2x+RQPDw8EB0djXnz5iE/Px86nQ7r16/HoUOHUFBQUOU2V69eRbNmzUzGmjVrBq1Wy18WEqjJHP3T4sWLUVxcjKFDh0ocbf1Vk3nKysrCjBkzsH79ejg5Odk44vqpJvN06dIlHDhwAD/++CO++uorvPfee/jyyy8xfvx4G0dff9Rknrp3744NGzZg2LBhcHFxga+vLzw9PbF8+XIbR0//xOaYHM66desghIC/vz+USiWWLVuGp556CnI5P861xb3M0WeffYY5c+Zg8+bN8PHxsUG09Zcl86TT6fB///d/mDNnDkJDQ+0Qbf1l6c+TXq+HTCbDhg0b0LVrVzzyyCNYsmQJ1qxZwxMCErJ0ns6ePYtJkybhP//5D44fP46kpCT89NNPeO6552wcOf0TuwlyOCEhIUhNTUVxcTFyc3ORnp6O8vJyBAcHV7m+r68vrl27ZjJ27do1qFQquLm52SLkesfSObpt06ZNePbZZ7F58+ZKl8KQ9VkyT0VFRTh27BgmTpwIJycnODk5Ye7cuTh16hScnJzw7bff2iGD+sHSnye1Wg1/f394enoax9q0aQMhBK5cuWKrsOsdS+dpwYIF6N69O6ZOnYrw8HD0798fK1aswKeffmr2v7KRNNgck8Nq0KAB1Go1bty4gT179mDw4MFVrhcdHY3k5GSTsb179yI6OtoWYdZr5s4RAGzcuBHPPPMMNm7ciNjYWBtGSebMk0qlwunTp5GRkWF8Pffcc2jdujUyMjIQFRVlh8jrF3N/nrp37478/HwUFxcbxy5cuAC5XI6AgABbhVtvmTtPJSUllc4qKxQKAIAQQvI4qXoywRkgB7Nnzx4IIdC6dWtcvHgRU6dOhaurK77//ns4Oztj5syZyMvLw9q1awH89Si39u3bY8KECRg9ejS+/fZbvPjii9i5cyf69+9v52zqJkvn6LPPPkN8fDyWLl2Kxx9/3LgfNzc3k7NfZF2WztM/zZ49G9u2bUNGRoZtA69nLJ2n4uJitGnTBvfffz/mzJmDX3/9Fc8++yx69+6Njz76yM7Z1F2WzlNiYiLGjh2LZcuWoX///igoKMDkyZMhl8tx5MgRO2dTv/HMMTmcmzdvYsKECQgLC8PIkSPRo0cP7NmzB87OzgCAgoIC5OTkGNdv0aIFdu7cib179yIiIgLvvPMOPv74YzbGErJ0jlatWoWKigpMmDABarXa+Jo0aZK9UqgXLJ0nsg9L56lhw4bYu3cvCgsLERkZibi4OAwaNAjLli2zVwr1gqXzNGrUKCxZsgQffPAB2rdvjyFDhqB169bYunWrvVIgA545JiIiIiIy4JljIiIiIiIDNsdERERERAZsjomIiIiIDNgcExEREREZsDkmIiIiIjJgc0xEREREZMDmmIiIiIjIgM0xEREREd3Rd999h0GDBsHPzw8ymQzbtm2rU8f7OzbHRERERHRHt27dQkREBJYvX14nj/d3TjY/IhERERE5lAEDBmDAgAHVLi8tLcWsWbOwceNGFBYWon379li0aBH69OkjyfGkxDPHRERERHRPJk6ciEOHDmHTpk344YcfMGTIEDz88MPIysqyd2gWY3NMRERERDWWk5OD1atX44svvkDPnj0REhKCKVOmoEePHli9erW9w7MYm2MiIiIiqrHTp09Dp9MhNDQUDRs2NL5SU1ORnZ0NADh//jxkMtkdXzNmzLBzJn/hNcdEREREVGPFxcVQKBQ4fvw4FAqFybKGDRsCAIKDg3Hu3Lk77qdx48aSxWgJNsdEREREVGOdOnWCTqfD9evX0bNnzyrXcXFxQVhYmI0jqxk2x0RERER0R8XFxbh48aLx/eXLl5GRkQFvb2+EhoYiLi4OI0eOxDvvvINOnTrhl19+QXJyMsLDwxEbG2vV4zVv3twqOVVHJoQQkh6BiIiIiBxaSkoK+vbtW2k8Pj4eiYmJKC8vxxtvvIG1a9ciLy8PTZo0wf333485c+agQ4cOVj+elNgcExEREREZ8GkVREREREQGbI6JiIiIiAzYHBMRERERGbA5JiIiIiIyYHNMRERERGTA5piIiIiIyIDNMRERERGRAZtjIiIiIiID/vloMoter0d+fj48PDwgk8nsHQ4RERHVU0IIFBUVwc/PD3K59c/zsjkms+Tn50Oj0dg7DCIiIiIAQG5uLgICAqy+XzbHZBYPDw8Af30QVSqVnaMhIiKi+kqr1UKj0Rh7E2tjc0xmuX0phUqlYnNMREREdifVZZ68IY+IiIiIyIDNMRERERGRAZtjIiIiIiIDNsdERERERAZsjomIiIiIDPi0CiIiktwPVwqx5uDPyCssQUdNIzzTPQjNVK72DouIqBKeObYDIQTGjRsHb29vyGQyeHl5YfLkyVY9RlBQEN577z2r7pOIqCb2nb2Gx1ccxFdnD+HYLyn478GjGPT+AeQV/mHv0IiIKuGZYztISkpCYmIiUlJSEBwcDLlcDjc3N6se4+jRo2jQoIFV90lEVBPzk9LhovkvFO4/AwCEkOFmYVd8mOKDeY+G2zk6IiJTbI7tIDs7G2q1Gt26dZPsGE2bNpVs30RE5vqtuBQFzpvg7P4zGhUJNNECV5oI/NHoCFLydwBgc0xEtQsvq7CxUaNG4YUXXkBOTg5kMhmCgoLQp08fk8sqbty4gZEjR6JRo0Zwd3fHgAEDkJWVZbKfLVu2oF27dlAqlQgKCsI777xjsvyfl1UUFhbi3//+N5o1awZXV1e0b98eO3bskDJVIiLI5GVoqPwBk7fpsHK5DvPX6vDhBzo8dlAPndthe4dHRFQJzxzb2NKlSxESEoJVq1bh6NGjUCgUGDJkiMk6o0aNQlZWFrZv3w6VSoXp06fjkUcewdmzZ+Hs7Izjx49j6NChmD17NoYNG4aDBw9i/PjxaNy4MUaNGlXpmHq9HgMGDEBRURHWr1+PkJAQnD17FgqFoto4S0tLUVpaanyv1WqtVgMiqj8UCj3iv9Wh2zlhHHMrA55K1UM0yrdjZEREVWNzbGOenp7w8PCAQqGAr69vpeW3m+K0tDTjZRcbNmyARqPBtm3bMGTIECxZsgT9+vXD66+/DgAIDQ3F2bNn8fbbb1fZHO/btw/p6ek4d+4cQkNDAQDBwcF3jHPBggWYM2fOPWZLRPWdx60S9D6tByCrtOzhE7whj4hqH15WUcucO3cOTk5OiIqKMo41btwYrVu3xrlz54zrdO/e3WS77t27IysrCzqdrtI+MzIyEBAQYGyMzTFz5kzcvHnT+MrNza1hRkRUn+nL9XDWVW6MAaDZH9X/6xURkb3wzHE9UJMnYSiVSiiVSgmiIaL6xKmZP5S+7ii9WlJpmUeXTnaIiIjoznjmuJZp06YNKioqcOTIEePYb7/9hszMTLRt29a4Tlpamsl2aWlpCA0NrfI64vDwcFy5cgUXLlyQNngioio0m70QMifTs8fOjd3ReOZiO0VERFQ9Nse1TKtWrTB48GCMHTsWBw4cwKlTp/D000/D398fgwcPBgC88sorSE5Oxrx583DhwgWsWbMGH3zwAaZMmVLlPnv37o1evXrhiSeewN69e3H58mXs3r0bSUlJtkyNiOqpBn0eRIvtO9DoyVg0vL8Dmo5/Fi12JsOJj5wkolqIl1XUQqtXr8akSZMwcOBAlJWVoVevXti1axecnZ0BAJ07d8bmzZvxn//8B/PmzYNarcbcuXOrvBnvti1btmDKlCl46qmncOvWLbRs2RILFy60UUZEVN8pg4Ph+wbPFBNR7ScTQoi7r0b1nVarhaenJ27evAmVSmXvcIiIiKiekron4WUVREREREQGbI6JiIiIiAzYHBMRERERGbA5JiIiIiIyYHNMRERERGTAR7mRWW4/1ESr1do5EiIiIqrPbvciUj1wjc0xmaWoqAgAoNFo7BwJERER0V+9iaenp9X3y+cck1n0ej3y8/Ph4eEBmUx29w0MtFotNBoNcnNz+Xzkv2FdKmNNqsa6VI11qYw1qRrrUpmj10QIgaKiIvj5+UEut/4VwjxzTGaRy+UICAio8fYqlcohfwClxrpUxppUjXWpGutSGWtSNdalMkeuiRRnjG/jDXlERERERAZsjomIiIiIDNgck6SUSiUSEhKgVCrtHUqtwrpUxppUjXWpGutSGWtSNdalMtbkznhDHhERERGRAc8cExEREREZsDkmIiIiIjJgc0xEREREZMDmmIiIiIjIgM0xEREREZEBm2O6J3l5eXj66afRuHFjuLm5oUOHDjh27Ngdt9mwYQMiIiLg7u4OtVqN0aNH47fffrNRxLZRk7osX74cbdq0gZubG1q3bo21a9faKFrbCAoKgkwmq/SaMGFCtdt88cUXCAsLg6urKzp06IBdu3bZMGLpWVqTM2fO4IknnjBu995779k2YBuxtC4fffQRevbsiUaNGqFRo0aIiYlBenq6jaOWlqU12bp1KyIjI+Hl5YUGDRqgY8eOWLdunY2jll5Nvldu27RpE2QyGR599FHpA7UxS+uSmJhYaV1XV1cbR1178M9HU43duHED3bt3R9++fbF79240bdoUWVlZaNSoUbXbpKWlYeTIkXj33XcxaNAg5OXl4bnnnsPYsWOxdetWG0YvnZrUZeXKlZg5cyY++ugjdOnSBenp6Rg7diwaNWqEQYMG2TB66Rw9ehQ6nc74/scff8SDDz6IIUOGVLn+wYMH8dRTT2HBggUYOHAgPvvsMzz66KM4ceIE2rdvb6uwJWVpTUpKShAcHIwhQ4bgpZdeslWYNmdpXVJSUvDUU0+hW7ducHV1xaJFi/DQQw/hzJkz8Pf3t1XYkrK0Jt7e3pg1axbCwsLg4uKCHTt24JlnnoGPjw/69+9vq7AlZ2ldbvvpp58wZcoU9OzZU+oQ7aImdVGpVMjMzDS+l8lkksZYqwmiGpo+fbro0aOHRdu8/fbbIjg42GRs2bJlwt/f35qh2VVN6hIdHS2mTJliMvbyyy+L7t27WzO0WmXSpEkiJCRE6PX6KpcPHTpUxMbGmoxFRUWJf//737YIzy7uVpO/CwwMFO+++670QdUCltRFCCEqKiqEh4eHWLNmjcSR2Y+lNRFCiE6dOonXXntNwqjsz5y6VFRUiG7duomPP/5YxMfHi8GDB9suQDu5W11Wr14tPD09bRtULcbLKqjGtm/fjsjISAwZMgQ+Pj7o1KkTPvrooztuEx0djdzcXOzatQtCCFy7dg1ffvklHnnkERtFLb2a1KW0tLTSP2G5ubkhPT0d5eXlUoZrF2VlZVi/fj1Gjx5d7dmJQ4cOISYmxmSsf//+OHTokC1CtDlzalIf1aQuJSUlKC8vh7e3t8TR2YelNRFCIDk5GZmZmejVq5cNIrQPc+syd+5c+Pj4YMyYMTaMzn7MrUtxcTECAwOh0WgwePBgnDlzxoZR1jL27s7JcSmVSqFUKsXMmTPFiRMnxH//+1/h6uoqEhMT77jd5s2bRcOGDYWTk5MAIAYNGiTKyspsFLX0alKXmTNnCl9fX3Hs2DGh1+vF0aNHRbNmzQQAkZ+fb8PobePzzz8XCoVC5OXlVbuOs7Oz+Oyzz0zGli9fLnx8fKQOzy7Mqcnf1Zczx5bWRQghnn/+eREcHCz++OMPCSOzH3NrUlhYKBo0aCCcnJyEUqkUn3zyiY0itA9z6vL9998Lf39/8csvvwghRL04c2xOXQ4ePCjWrFkjTp48KVJSUsTAgQOFSqUSubm5Noy09mBzTDXm7OwsoqOjTcZeeOEFcf/991e7zZkzZ4RarRZvvfWWOHXqlEhKShIdOnQQo0ePljpcm6lJXUpKSsQzzzwjnJychEKhEH5+fmLatGkCgLh69arUIdvcQw89JAYOHHjHdepbc2xOTf6uvjTHltZlwYIFolGjRuLUqVMSRmVf5tZEp9OJrKwscfLkSbF48WLh6ekp9u/fL32AdnK3umi1WhEUFCR27dplHKsPzbGlP0NCCFFWViZCQkLq/GU41eENeVRjarUabdu2NRlr06YNtmzZUu02CxYsQPfu3TF16lQAQHh4OBo0aICePXvijTfegFqtljRmW6hJXdzc3PDpp5/iv//9L65duwa1Wo1Vq1bBw8MDTZs2lTpkm/r555+xb9++u96A6evri2vXrpmMXbt2Db6+vlKGZxfm1qS+sbQuixcvxsKFC7Fv3z6Eh4dLHJ19WFITuVyOli1bAgA6duyIc+fOYcGCBejTp4/EUdqeOXXJzs7GTz/9ZHKTs16vBwA4OTkhMzMTISEhksdqSzX9bnF2dkanTp1w8eJFiSKr3XjNMdVY9+7dTe5sBYALFy4gMDCw2m1KSkogl5t+7BQKBYC/rourC2pSl9ucnZ0REBAAhUKBTZs2YeDAgZXq5ehWr14NHx8fxMbG3nG96OhoJCcnm4zt3bsX0dHRUoZnF+bWpL6xpC5vvfUW5s2bh6SkJERGRtogOvu4l8+KXq9HaWmpBFHZnzl1CQsLw+nTp5GRkWF8/etf/0Lfvn2RkZEBjUZjw4hto6afF51Oh9OnT9eJE1Y1Yu9T1+S40tPThZOTk5g/f77IysoSGzZsEO7u7mL9+vXGdWbMmCFGjBhhfL969Wrh5OQkVqxYIbKzs8WBAwdEZGSk6Nq1qz1SkERN6pKZmSnWrVsnLly4II4cOSKGDRsmvL29xeXLl+2QgXR0Op1o3ry5mD59eqVlI0aMEDNmzDC+T0tLE05OTmLx4sXi3LlzIiEhQTg7O4vTp0/bMmTJWVKT0tJScfLkSXHy5EmhVqvFlClTxMmTJ0VWVpYtQ7YJS+qycOFC4eLiIr788ktRUFBgfBUVFdkyZMlZUpM333xTfPPNNyI7O1ucPXtWLF68WDg5OYmPPvrIliHbhCV1+ae6fFmFJXWZM2eO2LNnj8jOzhbHjx8Xw4cPF66uruLMmTO2DLnWYHNM9+Trr78W7du3F0qlUoSFhYlVq1aZLI+Pjxe9e/c2GVu2bJlo27atcHNzE2q1WsTFxYkrV67YMGrpWVqXs2fPio4dOwo3NzehUqnE4MGDxfnz520ctfT27NkjAIjMzMxKy3r37i3i4+NNxjZv3ixCQ0OFi4uLaNeundi5c6eNIrUdS2py+fJlAaDS658/Y3WBJXUJDAyssi4JCQm2C9gGLKnJrFmzRMuWLYWrq6to1KiRiI6OFps2bbJhtLZj6ffK39Xl5tiSukyePFk0b95cuLi4iGbNmolHHnlEnDhxwobR1i4yIerIv2UTEREREd2junUxIxERERHRPWBzTERERERkwOaYiIiIiMiAzTERERERkQGbYyIiIiIiAzbHREREREQGbI6JiIiIiAzYHBMRERHRHX333XcYNGgQ/Pz8IJPJsG3btjp1vL9jc0xEREREd3Tr1i1ERERg+fLldfJ4f+dk8yMSERERkUMZMGAABgwYUO3y0tJSzJo1Cxs3bkRhYSHat2+PRYsWoU+fPpIcT0o8c0xERERE92TixIk4dOgQNm3ahB9++AFDhgzBww8/jKysLHuHZjE2x0RERERUYzk5OVi9ejW++OIL9OzZEyEhIZgyZQp69OiB1atX2zs8i7E5JiIiIqIaO336NHQ6HUJDQ9GwYUPjKzU1FdnZ2QCA8+fPQyaT3fE1Y8YMO2fyF15zTEREREQ1VlxcDIVCgePHj0OhUJgsa9iwIQAgODgY586du+N+GjduLFmMlmBzTEREREQ11qlTJ+h0Oly/fh09e/asch0XFxeEhYXZOLKaYXNMRERERHdUXFyMixcvGt9fvnwZGRkZ8Pb2RmhoKOLi4jBy5Ei888476NSpE3755RckJycjPDwcsbGxVj1e8+bNrZJTdWRCCCHpEYiIiIjIoaWkpKBv376VxuPj45GYmIjy8nK88cYbWLt2LfLy8tCkSRPcf//9mDNnDjp06GD140mJzTERERERkQGfVkFEREREZMDmmIiIiIjIgM0xEREREZEBm2MiIiIiIgM2x0REREREBmyOiYiIiIgM2BwTERERERmwOSYiIiIiMuCfjyaz6PV65Ofnw8PDAzKZzN7hEBERUT0lhEBRURH8/Pwgl1v/PC+bYzJLfn4+NBqNvcMgIiIiAgDk5uYiICDA6vtlc0xm8fDwAPDXB1GlUtk5GiIiIqqvtFotNBqNsTexNjbHZJbbl1KoVCo2x0RERGR3Ul3myRvyiIiIiIgM2BwTERERERmwOSYiIiIiMmBzTERERERkwOaYiIiIiMiAzTERERER3TshgIIfgGtn7B3JPWFzXANCCIwbNw7e3t6QyWTIyMiweB+zZ89Gx44drR4bERERkc3lHAHe7wz8tyewshuwPAooOGXvqGqEzzmugaSkJCQmJiIlJQXBwcFo0qSJvUNyeLeOpOPW4UNwatQIqoED4eTtbe+QiIiIyBx/FAKfDQH+vPm/sV/OAxuGAJN+AJxd7RZaTbA5roHs7Gyo1Wp069bN3qE4PKHXI++VV1C0O8k49st7SxGwYgUa3B9lx8iIiIjILGe+Mm2Mbyu+BmTuBNo/YfuY7gEvq7DQqFGj8MILLyAnJwcymQx+fn7w8/ODXq83WW/w4MEYPXq08f3ChQvRrFkzeHh4YMyYMfjzzz9N1u/Tpw8mT55sMvboo49i1KhRxvdBQUF44403MHLkSDRs2BCBgYHYvn07fvnlFwwePBgNGzZEeHg4jh07ZtwmMTERXl5e2LZtG1q1agVXV1f0798fubm51ivKPdDu2m3SGAOAvqQEBbNmQfyjpkRERFT7lBf/ij9kMnzopcKTfr4Y6ueLTzw9UA5AV/yrvcOzGJtjCy1duhRz585FQEAACgoKcOrUKfz222/Yv3+/cZ3ff/8dSUlJiIuLAwBs3rwZs2fPxptvvoljx45BrVZjxYoVNTr+u+++i+7du+PkyZOIjY3FiBEjMHLkSDz99NM4ceIEQkJCMHLkSAghjNuUlJRg/vz5WLt2LdLS0lBYWIjhw4ff8TilpaXQarUmLykU7dtX5Xh5Xh7+PHdOkmMSERGR9Xxf3gbjmzXF8kZeyFS64JzSBe95N8LLPk1wBO3tHZ7F2BxbyNPTEx4eHlAoFPD19UXTpk0xYMAAfPbZZ8Z1vvzySzRp0gR9+/YFALz33nsYM2YMxowZg9atW+ONN95A27Zta3T8Rx55BP/+97/RqlUr/Oc//4FWq0WXLl0wZMgQhIaGYvr06Th37hyuXbtm3Ka8vBwffPABoqOjcd9992HNmjU4ePAg0tPTqz3OggUL4OnpaXxpNJoaxXs3MmfnGi0jIiKi2mFPWQmOuVW+rjilgTtSbxXZIaJ7w+bYCuLi4rBlyxaUlpYCADZs2IDhw4dDLv+rvOfOnUNUlOn1s9HR0TU6Vnh4uPG/mzVrBgDo0KFDpbHr168bx5ycnNClSxfj+7CwMHh5eeHcHc7Mzpw5Ezdv3jS+pLoMw3NgbJXjytBQuIaGSnJMIiIish6FW161y5zdq19WW7E5toJBgwZBCIGdO3ciNzcX33//vfGSCnPJ5XKTSyGAv874/pPz386mymSyasf+eQ20pZRKJVQqlclLCg1790bjZ8cA8v99FJ3UavgtfluS4xEREZF1dQtsVe2yLgEtbRiJdbA5tgJXV1c8/vjj2LBhAzZu3IjWrVujc+fOxuVt2rTBkSNHTLY5fPiwyfumTZuioKDA+F6n0+HHH3+0SnwVFRUmN+llZmaisLAQbdq0scr+75XPlCkI+WYP1PPfQMCK5Wj5zR6eNSYiInIQDwY9CHUDdaXxFp7B6OHfww4R3Rs+ys1K4uLiMHDgQJw5cwZPP/20ybJJkyZh1KhRiIyMRPfu3bFhwwacOXMGwcHBxnUeeOABvPzyy9i5cydCQkKwZMkSFBYWWiU2Z2dnvPDCC1i2bBmcnJwwceJE3H///ejatatV9m8NLgEBcAkIsHcYREREZCGlQolP+n+CN4+8ibS8NMhlcvQO6I1Xo16FQq6wd3gWY3NsJQ888AC8vb2RmZmJ//u//zNZNmzYMGRnZ2PatGn4888/8cQTT+D555/Hnj17jOuMHj0ap06dwsiRI+Hk5ISXXnrJeEPfvXJ3d8f06dPxf//3f8jLy0PPnj3xySefWGXfRERERBoPDVbGrERJeQlkMhncnNzsHVKNycQ/L3SlOiUxMRGTJ0++57PQWq0Wnp6euHnzpmTXHxMRERHdjdQ9Ca85JiIiIiIyYHNMRERERGTA5riOGzVqlNVu7CMiIiKq69gcExEREREZsDkmIiIiIjLgo9zILLcfaqLVau0cCREREdVnt3sRqR64xuaYzFJUVAQA0Gg0do6EiIiI6K/exNPT0+r75XOOySx6vR75+fnw8PCATCazdzhm0Wq10Gg0yM3NrXfPZq6vuTPv+pU3UH9zr695A/U3d+b9v7yFECgqKoKfnx/kcutfIcwzx2QWuVyOAAf9884qlapefZH8XX3NnXnXP/U19/qaN1B/c2fef5HijPFtvCGPiIiIiMiAzTERERERkQGbY6qzlEolEhISoFQq7R2KzdXX3Jl3/cobqL+519e8gfqbO/O2Xd68IY+IiIiIyIBnjomIiIiIDNgcExEREREZsDkmIiIiIjJgc0xEREREZMDmmBxGUVERJk+ejMDAQLi5uaFbt244evRotetv3boVDz74IJo2bQqVSoXo6Gjs2bOn0nrLly9HUFAQXF1dERUVhfT0dCnTsJgUec+ePRsymczkFRYWJnUqFrE07wMHDqB79+5o3Lgx3NzcEBYWhnfffbfSerV9vgFpcq+Lc/53aWlpcHJyQseOHSstq4tz/nfV5V4X5zwlJaVSTjKZDFevXjVZr7bPuRR5O8J8AzX7rJeWlmLWrFkIDAyEUqlEUFAQPv30U5N1vvjiC4SFhcHV1RUdOnTArl27ah6kIHIQQ4cOFW3bthWpqakiKytLJCQkCJVKJa5cuVLl+pMmTRKLFi0S6enp4sKFC2LmzJnC2dlZnDhxwrjOpk2bhIuLi/j000/FmTNnxNixY4WXl5e4du2ardK6KynyTkhIEO3atRMFBQXG1y+//GKrlMxiad4nTpwQn332mfjxxx/F5cuXxbp164S7u7v473//a1zHEeZbCGlyr4tzftuNGzdEcHCweOihh0RERITJsro657fdKfe6OOf79+8XAERmZqZJXjqdzriOI8y5FHk7wnwLUbPP+r/+9S8RFRUl9u7dKy5fviwOHjwoDhw4YFyelpYmFAqFeOutt8TZs2fFa6+9JpydncXp06drFCObY3IIJSUlQqFQiB07dpiMd+7cWcyaNcvs/bRt21bMmTPH+L5r165iwoQJxvc6nU74+fmJBQsW3HvQViBV3gkJCZV+kdYm1sr7scceE08//bTxfW2fbyGky70uz/mwYcPEa6+9VmWOdX3O75R7XZzz203ijRs3qt1vbZ9zqfKu7fMtRM1y3717t/D09BS//fZbtfsdOnSoiI2NNRmLiooS//73v2sUJy+rIIdQUVEBnU4HV1dXk3E3NzccOHDArH3o9XoUFRXB29sbAFBWVobjx48jJibGuI5cLkdMTAwOHTpkveDvgRR535aVlQU/Pz8EBwcjLi4OOTk5Vov7Xlkj75MnT+LgwYPo3bs3AMeYb0Ca3G+ri3O+evVqXLp0CQkJCZWW1fU5v1Put9XFOQeAjh07Qq1W48EHH0RaWppx3BHmXIq8b6vN8w3ULPft27cjMjISb731Fvz9/REaGoopU6bgjz/+MK5z6NAhkzkHgP79+9d8zmvUUhPZQXR0tOjdu7fIy8sTFRUVYt26dUIul4vQ0FCztl+0aJFo1KiR8Z/W8vLyBABx8OBBk/WmTp0qunbtavX4a8raeQshxK5du8TmzZvFqVOnRFJSkoiOjhbNmzcXWq1WqjQsVtO8/f39hYuLi5DL5WLu3LnGcUeZbyGsn7sQdXPOL1y4IHx8fERmZqYQovKZs7o853fLXYi6Oefnz58XH374oTh27JhIS0sTzzzzjHBychLHjx8XQjjOnFs7byEcY76FsDz3/v37C6VSKWJjY8WRI0fEzp07RWBgoBg1apRxHWdnZ/HZZ5+ZbLd8+XLh4+NToxjZHJPDuHjxoujVq5cAIBQKhejSpYuIi4sTYWFhd912w4YNwt3dXezdu9c45ihfotbOuyo3btwQKpVKfPzxx9YK+57VNO9Lly6JH374QaxatUp4e3sbvzAdZb6FsH7uVXH0Oa+oqBCRkZFi5cqVxjFHbo6tnXtVHH3Oq9OrVy/jJUSOMufWzrsqtXG+hbA89wcffFC4urqKwsJC49iWLVuETCYTJSUlQgjrN8e8rIIcRkhICFJTU1FcXIzc3Fykp6ejvLwcwcHBd9xu06ZNePbZZ7F582aTf3Zp0qQJFAoFrl27ZrL+tWvX4OvrK0kONWHtvKvi5eWF0NBQXLx40Zqh35Oa5t2iRQt06NABY8eOxUsvvYTZs2cDcJz5Bqyfe1Ucfc6Liopw7NgxTJw4EU5OTnBycsLcuXNx6tQpODk54dtvv62zc25O7lVx9DmvTteuXY05OcqcWzvvqtTG+QYsz12tVsPf3x+enp7GsTZt2kAIgStXrgAAfH19rTrnbI7J4TRo0ABqtRo3btzAnj17MHjw4GrX3bhxI5555hls3LgRsbGxJstcXFxw3333ITk52Tim1+uRnJyM6OhoyeKvKWvlXZXi4mJkZ2dDrVZbM2SrsCTvf9Lr9SgtLQXgePMNWC/3qjj6nKtUKpw+fRoZGRnG13PPPYfWrVsjIyMDUVFRdXbOzcm9Ko4+59XJyMgw5uRoc26tvKtSm+cbMD/37t27Iz8/H8XFxcaxCxcuQC6XIyAgAAAQHR1tMucAsHfv3prPeY3ONxPZQVJSkti9e7e4dOmS+Oabb0RERISIiooSZWVlQgghZsyYIUaMGGFcf8OGDcLJyUksX77c5NE2f/+nmU2bNgmlUikSExPF2bNnxbhx44SXl5e4evWqzfOrjhR5v/LKKyIlJUVcvnxZpKWliZiYGNGkSRNx/fp1m+dXHUvz/uCDD8T27dvFhQsXxIULF8THH38sPDw8TO6AdoT5FkKa3OvinP9TVZcW1NU5/6eqcq+Lc/7uu++Kbdu2iaysLHH69GkxadIkIZfLxb59+4zrOMKcS5G3I8y3EJbnXlRUJAICAsSTTz4pzpw5I1JTU0WrVq3Es88+a1wnLS1NODk5icWLF4tz586JhIQEPsqN6ofPP/9cBAcHCxcXF+Hr6ysmTJhg0vDFx8eL3r17G9/37t1bAKj0io+PN9nv+++/L5o3by5cXFxE165dxeHDh22UkXmkyHvYsGFCrVYLFxcX4e/vL4YNGyYuXrxow6zuztK8ly1bJtq1ayfc3d2FSqUSnTp1EitWrDB5DqgQtX++hZAm97o45/9U3XW3dXHO/6mq3OvinC9atEiEhIQIV1dX4e3tLfr06SO+/fbbSvut7XMuRd6OMN9C1Oyzfu7cORETEyPc3NxEQECAePnll43XG9+2efNmERoaKlxcXES7du3Ezp07axyjTAghanbOmYiIiIiobuE1x0REREREBmyOiYiIiIgM2BwTERERERmwOSYiIiIiMmBzTERERERkwOaYiIiIiMiAzTERERERkQGbYyIiIiIiAzbHRERERHRH3333HQYNGgQ/Pz/IZDJs27atTh3v79gcExEREdEd3bp1CxEREVi+fHmdPN7fOdn8iERERETkUAYMGIABAwZUu7y0tBSzZs3Cxo0bUVhYiPbt22PRokXo06ePJMeTEs8cExEREdE9mThxIg4dOoRNmzbhhx9+wJAhQ/Dwww8jKyvL3qFZjM0xEREREdVYTk4OVq9ejS+++AI9e/ZESEgIpkyZgh49emD16tX2Ds9ibI6JiIiIqMZOnz4NnU6H0NBQNGzY0PhKTU1FdnY2AOD8+fOQyWR3fM2YMcPOmfyF1xwTERERUY0VFxdDoVDg+PHjUCgUJssaNmwIAAgODsa5c+fuuJ/GjRtLFqMl2BwTERERUY116tQJOp0O169fR8+ePatcx8XFBWFhYTaOrGbYHBMRERHRHRUXF+PixYvG95cvX0ZGRga8vb0RGhqKuLg4jBw5Eu+88w46deqEX375BcnJyQgPD0dsbKxVj9e8eXOr5FQdmRBCSHoEIiIiInJoKSkp6Nu3b6Xx+Ph4JCYmory8HG+88QbWrl2LvLw8NGnSBPfffz/mzJmDDh06WP14UmJzTERERERkwKdVEBEREREZsDkmIiIiIjJgc0xEREREZMDmmIiIiIjIgM0xEREREZEBm2MiIiIiIgM2x0REREREBmyOiYiIiIgM+OejySx6vR75+fnw8PCATCazdzhERERUTwkhUFRUBD8/P8jl1j/Py+aYzJKfnw+NRmPvMIiIiIgAALm5uQgICLD6ftkck1k8PDwA/PVBVKlUdo6GiIiI6iutVguNRmPsTayNzTGZ5falFCqVis0xERER2Z1Ul3nyhjwiIiIiIgM2x0REREREBmyOiYiIiIgM2BwTERERERnwhjwiIiIiumcVN27g1nffAXIFGvbpDYVET5OQGptjIiIiIronN7dvR8Hr/4EoLQUAyNzd4f/WInjExNg5Msvxsopaavbs2ejYsaNF28hkMmzbtk2SeIiIiIiqUn71KvJnvmpsjAFAlJQgb8pU6AoL7RdYDbE5JiIiIqIaK9q9C9DpKo2LP/9EUXKyHSK6N2yOqVYQQuDqrasoLiu2dyhERERkAZF/uvplBWdsGIl1sDm2gVWrVsHPzw96vd5kfPDgwRg9ejQAYOHChWjWrBk8PDwwZswY/PnnnybrHj16FA8++CCaNGkCT09P9O7dGydOnKj2mE8++SQmTpxofD958mTIZDKcP38eAFBWVoYGDRpg37591kqzxr6/8j3+te1fePDLB9Hz85549ftXcav8lr3DIiIiIjO4hbgDEJUXyAQahDSweTz3is2xDQwZMgS//fYb9u/fbxz7/fffkZSUhLi4OGzevBmzZ8/Gm2++iWPHjkGtVmPFihUm+ygqKkJ8fDwOHDiAw4cPo1WrVnjkkUdQVFRU5TF79+6NlJQU4/vU1FQ0adLEOHb06FGUl5ejW7duVW5fWloKrVZr8pLCxRsXMWn/JPyk/QkAUKGvwNeXvsZrB16T5HhERERkXT96hqFp+D/7EYFmnW/ibMNQu8R0L9gc20CjRo0wYMAAfPbZZ8axL7/8Ek2aNEHfvn3x3nvvYcyYMRgzZgxat26NN954A23btjXZxwMPPICnn34aYWFhaNOmDVatWoWSkhKkpqZWecw+ffrg7Nmz+OWXX3Djxg2cPXsWkyZNMjbHKSkp6NKlC9zd3avcfsGCBfD09DS+NBqNdYrxD5svbEa5vrzSeHJOMq7euirJMYmIiMh60p27oCCsCYIHXEeT9lo07aBFSOx1ZIU0xylFB3uHZzE2xzYSFxeHLVu2oNRwJ+eGDRswfPhwyOVynDt3DlFRUSbrR0dHm7y/du0axo4di1atWsHT0xMqlQrFxcXIycmp8njt27eHt7c3UlNT8f3336NTp04YOHCgsZlOTU1Fnz59qo135syZuHnzpvGVm5t7D9lXr7oGWEDgWsk1SY5JRERE1hPm1whPl72Kzxr0g66dM0rbKrHa7WE8UzYNYb6O96xjPufYRgYNGgQhBHbu3IkuXbrg+++/x7vvvmv29vHx8fjtt9+wdOlSBAYGQqlUIjo6GmVlZVWuL5PJ0KtXL6SkpECpVKJPnz4IDw9HaWkpfvzxRxw8eBBTpkyp9nhKpRJKpdLiPC3V0acj9ufurzTewLkBWnm1kvz4REREdG/6hvkgKMAfc67EY05FvHG8W0hjRAU3tmNkNcMzxzbi6uqKxx9/HBs2bMDGjRvRunVrdO7cGQDQpk0bHDlyxGT9w4cPm7xPS0vDiy++iEceeQTt2rWDUqnEr7/+esdj3r7uOCUlBX369IFcLkevXr3w9ttvo7S0FN27d7dukjXwZOiTCFQFVhp/Lvw5uDtXfckHERER1R4KuQzrno3C2J4tENDIDYGN3TGhbwg+ie9i79BqhGeObSguLg4DBw7EmTNn8PTTTxvHJ02ahFGjRiEyMhLdu3fHhg0bcObMGQQHBxvXadWqFdatW4fIyEhotVpMnToVbm5udzxenz598NJLL8HFxQU9evQwjk2ZMgVdunRBgwb2v4NU5aLC2gFrse7sOhwpOAIvpReeDH0SDzR/wN6hERERkZlUrs6YFdsWs2Lb3n3lWo7NsQ098MAD8Pb2RmZmJv7v//7POD5s2DBkZ2dj2rRp+PPPP/HEE0/g+eefx549e4zrfPLJJxg3bhw6d+4MjUaDN998846XRQBAhw4d4OXlhdDQUDRs2BDAX82xTqe74/XGtubt6o1JnSfZOwwiIiIiyIQQVTyYjsiUVquFp6cnbt68CZVKZe9wiIiIqJ6SuifhNcdERERERAZsjomIiIiIDNgcExEREREZsDkmIiIiIjJgc0xEREREZMBHuZFZbj/URKvV2jkSIiIiqs9u9yJSPXCNzTGZpaioCACg0WjsHAkRERHRX72Jp6en1ffL5xyTWfR6PfLz8+Hh4QGZTGYc12q10Gg0yM3N5fOPawHOR+3C+ahdOB+1C+ejdnGk+RBCoKioCH5+fpDLrX+FMM8ck1nkcjkCAgKqXa5SqWr9D1N9wvmoXTgftQvno3bhfNQujjIfUpwxvo035BERERERGbA5JiIiIiIyYHNM90SpVCIhIQFKpdLeoRA4H7UN56N24XzULpyP2oXz8T+8IY+IiIiIyIBnjomIiIiIDNgcExEREREZsDkmIiIiIjJgc0xEREREZMDmmEwUFRVh8uTJCAwMhJubG7p164ajR4+atW1aWhqcnJzQsWNHk3GdTofXX38dLVq0gJubG0JCQjBv3jzJ/iZ6XWLpfKSkpEAmk1V6Xb161WS95cuXIygoCK6uroiKikJ6errUqTg8KeZiwYIF6NKlCzw8PODj44NHH30UmZmZtkjH4Un1s3HbwoULIZPJMHnyZIkyqFukmo+8vDw8/fTTaNy4Mdzc3NChQwccO3ZM6nQcnhTzUZ9+l/Mv5JGJZ599Fj/++CPWrVsHPz8/rF+/HjExMTh79iz8/f2r3a6wsBAjR45Ev379cO3aNZNlixYtwsqVK7FmzRq0a9cOx44dwzPPPANPT0+8+OKLUqfk0Go6H5mZmSZ/4cjHx8f4359//jlefvllfPjhh4iKisJ7772H/v37IzMz02Q9MiXFXKSmpmLChAno0qULKioq8Oqrr+Khhx7C2bNn0aBBA0nzcXRSzMdtR48exX//+1+Eh4dLEntdJMV83LhxA927d0ffvn2xe/duNG3aFFlZWWjUqJGkudQFUsxHvfpdLogMSkpKhEKhEDt27DAZ79y5s5g1a9Ydtx02bJh47bXXREJCgoiIiDBZFhsbK0aPHm0y9vjjj4u4uDirxF1X1WQ+9u/fLwCIGzduVLvfrl27igkTJhjf63Q64efnJxYsWGCVuOsiqebin65fvy4AiNTU1HsJt86Tcj6KiopEq1atxN69e0Xv3r3FpEmTrBR13SXVfEyfPl306NHDmqHWC1LNR336Xc7LKsiooqICOp0Orq6uJuNubm44cOBAtdutXr0aly5dQkJCQpXLu3XrhuTkZFy4cAEAcOrUKRw4cAADBgywXvB1UE3nAwA6duwItVqNBx98EGlpacbxsrIyHD9+HDExMcYxuVyOmJgYHDp0yLoJ1CFSzEVVbt68CQDw9va+t4DrOCnnY8KECYiNjTX5GaE7k2o+tm/fjsjISAwZMgQ+Pj7o1KkTPvroI6vHX9dINR/16ne5vbtzql2io6NF7969RV5enqioqBDr1q0TcrlchIaGVrn+hQsXhI+Pj8jMzBRCiCrPHOt0OjF9+nQhk8mEk5OTkMlk4s0335Q6lTrB0vk4f/68+PDDD8WxY8dEWlqaeOaZZ4STk5M4fvy4EEKIvLw8AUAcPHjQZLupU6eKrl27Sp6PI7P2XPyTTqcTsbGxonv37lKmUWdIMR8bN24U7du3F3/88YcQQvDMsQWkmA+lUimUSqWYOXOmOHHihPjvf/8rXF1dRWJioq3SclhSzEd9+l3O5phMXLx4UfTq1UsAEAqFQnTp0kXExcWJsLCwSutWVFSIyMhIsXLlSuNYVc3xxo0bRUBAgNi4caP44YcfxNq1a4W3tze/4MxgyXxUp1evXuLpp58WQrA5vhfWnot/eu6550RgYKDIzc21Vsh1mrXnIycnR/j4+IhTp04Zl7M5Np8UPx/Ozs4iOjraZJ0XXnhB3H///VaLu66SYj7q0+9yNsdUpeLiYpGfny+EEGLo0KHikUceqbTOjRs3jD94t18ymcw4lpycLIQQIiAgQHzwwQcm286bN0+0bt1a+kTqCHPmozpTpkwx/jIpLS0VCoVCfPXVVybrjBw5UvzrX/+yWrx1mbXm4u8mTJggAgICxKVLl6wWZ31hrfn46quvKn2fARAymUwoFApRUVEhSfx1jTV/Ppo3by7GjBljss6KFSuEn5+fdYKtB6w5H/XpdzmvOaYqNWjQAGq1Gjdu3MCePXswePDgSuuoVCqcPn0aGRkZxtdzzz2H1q1bIyMjA1FRUQCAkpISyOWmHzWFQgG9Xm+TXOoCc+ajOhkZGVCr1QAAFxcX3HfffUhOTjYu1+v1SE5ORnR0tNXjrousNRcAIITAxIkT8dVXX+Hbb79FixYtpAi5TrPWfPTr16/S91lkZCTi4uKQkZEBhUIhVQp1ijV/Prp3717p0YYXLlxAYGCg1eKt66w5H/Xqd7m9u3OqXZKSksTu3bvFpUuXxDfffCMiIiJEVFSUKCsrE0IIMWPGDDFixIhqt6/qsor4+Hjh7+8vduzYIS5fviy2bt0qmjRpIqZNmyZlKnWCpfPx7rvvim3btomsrCxx+vRpMWnSJCGXy8W+ffuM62zatEkolUqRmJgozp49K8aNGye8vLzE1atXbZ6fI5FiLp5//nnh6ekpUlJSREFBgfFVUlJi8/wcjRTz8U+8rMJ8UsxHenq6cHJyEvPnzxdZWVliw4YNwt3dXaxfv97m+TkaKeajPv0uZ3NMJj7//HMRHBwsXFxchK+vr5gwYYIoLCw0Lo+Pjxe9e/eudvuqmmOtVismTZokmjdvLlxdXUVwcLCYNWuWKC0tlSiLusPS+Vi0aJEICQkRrq6uwtvbW/Tp00d8++23lfb7/vvvi+bNmwsXFxfRtWtXcfjwYVuk49CkmAsAVb5Wr15to6wcl1Q/G3/H5th8Us3H119/Ldq3by+USqUICwsTq1atskU6Dk+K+ahPv8tlQtTBP21CRERERFQDvOaYiIiIiMiAzTERERERkQGbYyIiIiIiAzbHREREREQGbI6JiIiIiAzYHBMRERERGbA5JiIiIiIyYHNMRERERGTA5piIiIiIyMDJ3gGQY9Dr9cjPz4eHhwdkMpm9wyEiIqJ6SgiBoqIi+Pn5QS63/nleNsdklvz8fGg0GnuHQURERAQAyM3NRUBAgNX3y+aYzOLh4QHgrw+iSqWyczRERERUX2m1Wmg0GmNvYm1sjsksty+lUKlUbI6JiIjI7qS6zJM35BERERERGbA5JiIiIiIyYHNMRERERGTA5piIiIiIyIDNMRERERGRAZtjIiIiIiIDNsd2IITAuHHj4O3tDZlMhkcffRSPPvqovcMiO8i6kYV3jr2DOYfmIPnnZOiF3t4hERER1Wt8zrEdJCUlITExESkpKQgODoabmxuEEDY5dlBQECZPnozJkyfb5HjmEBUVKNqXjFuHD8HJ2xuejz4Kl+bN7R2W5P7fxf+H/xz8j7Eh/vLCl+jXvB+W9FkCuYz/30pERI6jtEKHdYd+xq7TBVDIZRgY7oe4qOZwUjje7zM2x3aQnZ0NtVqNbt26WW2fZWVlcHFxsdr+bEWUlSH3+fG4lZZmHPvto4/hv/Q9eDzwgB0jk1ZJeQkWpi+sdKY4OScZ+3P2o19gPztFRkREZBkhBJ5dcww/XTyDh+THICDHhz91Rfrl9lge19ne4VnM8dp5Bzdq1Ci88MILyMnJgUwmQ1BQEEaNGmVyWUWfPn0wceJETJw4EZ6enmjSpAlef/11k7PLQUFBmDdvHkaOHAmVSoVx48YBALZs2YJ27dpBqVQiKCgI77zzjsl+f/75Z7z00kuQyWSS/WUZS9z8+muTxhgARHk5rs6eA1FRYaeopJdxPQPF5cVVLvsu7zsbR0NERFRzB7N/Q8tL65Di8jJed96A/zivw3fKyXA/uxE/XCm0d3gWY3NsY0uXLsXcuXMREBCAgoICHD16tMr11qxZAycnJ6Snp2Pp0qVYsmQJPv74Y5N1Fi9ejIiICJw8eRKvv/46jh8/jqFDh2L48OE4ffo0Zs+ejddffx2JiYkAgK1btyIgIABz585FQUEBCgoKqo2ztLQUWq3W5CWF4pTUKscrrl/Hn+fOS3LM2sDd2b3aZQ2cG9gwEiIionuTnXkarzuth0L2v5N4zjId5jt9gnNZ2XaMrGZ4WYWNeXp6wsPDAwqFAr6+vtWup9Fo8O6770Imk6F169Y4ffo03n33XYwdO9a4zgMPPIBXXnnF+D4uLg79+vXD66+/DgAIDQ3F2bNn8fbbb2PUqFHw9vaGQqGAh4fHHY8NAAsWLMCcOXPuMdu7kzeovhGUN6i+gXR0EU0jEKQKwk/an0zGZZDhXyH/sk9QRERENdDx1gHIZZXvnXKR6dC+OA3AfbYP6h7wzHEtdf/995tc9hAdHY2srCzodDrjWGRkpMk2586dQ/fu3U3GunfvXmk7c8ycORM3b940vnJzc2uQxd15VvOUDtfwcCiDgyU5Zm0gk8mwtO9SBKmCjGPuTu5IiE5AmHeY/QIjIiKyUBu1Z7XLwu6wrLbimWMH1uAOZ13vlVKphFKplGz/tzW4Pwo+U17BL8vehygr++vYrVrB/53Fkh/b3oK9grH90e04ef0kisuLcV+z+3hJBRERORznDo9CfDsbMmF6Ik4olFC0GWinqGqOzXEtdeTIEZP3hw8fRqtWraBQKKrdpk2bNkj7x81taWlpCA0NNW7n4uJi8VlkqTV+9ll4PvEE/jh5EgqvRnDv3MneIdmMTCZD52aOdycvERGRkVdzyAYuAXa+AugNN9MrlJA9ugJo0Ni+sdUAm+NaKicnBy+//DL+/e9/48SJE3j//fdNnjxRlVdeeQVdunTBvHnzMGzYMBw6dAgffPABVqxYYVwnKCgI3333HYYPHw6lUokmTZpInYpZnBo1qtOPbiMiIqrT7hsFhD4MZO4CZAogLBZoUDt6DEuxOa6lRo4ciT/++ANdu3aFQqHApEmTjI9rq07nzp2xefNm/Oc//8G8efOgVqsxd+5cjBo1yrjO3Llz8e9//xshISEoLS212R8fISIiojrOwxeIHG3vKO6ZTLA7srunnnoKCoUC69evB/DX84g7duyI9957z76B/Y1Wq4Wnpydu3rwJlUpl73CIiIionpK6J+HTKuyooqICZ8+exaFDh9CuXTt7h0NERERU77E5tqMff/wRkZGRaNeuHZ577jl7h0NERERU7/GyCjILL6sgIiKi2oCXVRARERER2QibYyIiIiIiAz7Kjcxy++obrVZr50iIiIioPrvdi0h1ZTCbYzJLUVERAECj0dg5EiIiIqK/ehNPT0+r75c35JFZ9Ho98vPz4eHhAZlMZu9wLKLVaqHRaJCbm1vvbiasr7kz7/qVN1B/c6+veQP1N3fmnQsPDw8UFRXBz88Pcrn1rxDmmWMyi1wuR0BAgL3DuCcqlapefZH8XX3NnXnXP/U19/qaN1B/c6/veUtxxvg23pBHRERERGTA5piIiIiIyIDNMdV5SqUSCQkJUCqV9g7F5upr7sy7fuUN1N/c62veQP3NnXlLnzdvyCMiIiIiMuCZYyIiIiIiAzbHREREREQGbI6JiIiIiAzYHBMRERERGbA5Joe0fPlyBAUFwdXVFVFRUUhPT6923fLycsydOxchISFwdXVFREQEkpKSTNZZsGABunTpAg8PD/j4+ODRRx9FZmam1GlYzNp5r1y5EuHh4caHqkdHR2P37t1Sp1Ej1s797xYuXAiZTIbJkydLEPm9sXbes2fPhkwmM3mFhYVJnYbFpJjvvLw8PP3002jcuDHc3NzQoUMHHDt2TMo0asTauQcFBVWac5lMhgkTJkidikWsnbdOp8Prr7+OFi1awM3NDSEhIZg3bx5q43MIrJ17UVERJk+ejMDAQLi5uaFbt244evSo1GlY5LvvvsOgQYPg5+cHmUyGbdu23XWblJQUdO7cGUqlEi1btkRiYmKldSypZbUEkYPZtGmTcHFxEZ9++qk4c+aMGDt2rPDy8hLXrl2rcv1p06YJPz8/sXPnTpGdnS1WrFghXF1dxYkTJ4zr9O/fX6xevVr8+OOPIiMjQzzyyCOiefPmori42FZp3ZUUeW/fvl3s3LlTXLhwQWRmZopXX31VODs7ix9//NFWaZlFitxvS09PF0FBQSI8PFxMmjRJ4kwsI0XeCQkJol27dqKgoMD4+uWXX2yVklmkyPv3338XgYGBYtSoUeLIkSPi0qVLYs+ePeLixYu2SsssUuR+/fp1k/neu3evACD2799vo6zuToq858+fLxo3bix27NghLl++LL744gvRsGFDsXTpUlulZRYpch86dKho27atSE1NFVlZWSIhIUGoVCpx5coVW6V1V7t27RKzZs0SW7duFQDEV199dcf1L126JNzd3cXLL78szp49K95//32hUChEUlKScR1La1kdNsfkcLp27SomTJhgfK/T6YSfn59YsGBBleur1WrxwQcfmIw9/vjjIi4urtpjXL9+XQAQqamp1gnaCmyRtxBCNGrUSHz88cf3HrAVSZV7UVGRaNWqldi7d6/o3bt3rWuOpcg7ISFBRERESBKvtUiR9/Tp00WPHj2kCdiKbPFzPmnSJBESEiL0er11grYCKfKOjY0Vo0ePvuM6tYG1cy8pKREKhULs2LHDZJ3OnTuLWbNmWTl66zCnOZ42bZpo166dydiwYcNE//79je8trWV1eFkFOZSysjIcP34cMTExxjG5XI6YmBgcOnSoym1KS0vh6upqMubm5oYDBw5Ue5ybN28CALy9va0Q9b2zRd46nQ6bNm3CrVu3EB0dbb3g75GUuU+YMAGxsbEm+64tpMw7KysLfn5+CA4ORlxcHHJycqyfQA1Jlff27dsRGRmJIUOGwMfHB506dcJHH30kTRI1ZIuf87KyMqxfvx6jR4+GTCazXvD3QKq8u3XrhuTkZFy4cAEAcOrUKRw4cAADBgyQIIuakSL3iooK6HQ6i3/v1XaHDh2q9F3dv39/Y51qUsvqsDkmh/Lrr79Cp9OhWbNmJuPNmjXD1atXq9ymf//+WLJkCbKysqDX67F3715s3boVBQUFVa6v1+sxefJkdO/eHe3bt7d6DjUhZd6nT59Gw4YNoVQq8dxzz+Grr75C27ZtJcvFUlLlvmnTJpw4cQILFiyQNP6akirvqKgoJCYmIikpCStXrsTly5fRs2dPFBUVSZqPuaTK+9KlS1i5ciVatWqFPXv24Pnnn8eLL76INWvWSJqPJWzx/bZt2zYUFhZi1KhR1g6/xqTKe8aMGRg+fDjCwsLg7OyMTp06YfLkyYiLi5M0H0tIkbuHhweio6Mxb9485OfnQ6fTYf369Th06FC1nwtHcPXq1SrrpNVq8ccff9SoltVhc0x13tKlS9GqVSuEhYXBxcUFEydOxDPPPAO5vOqP/4QJE/Djjz9i06ZNNo7UuszNu3Xr1sjIyMCRI0fw/PPPIz4+HmfPnrVT1NZxt9xzc3MxadIkbNiwodLZFUdmzpwPGDAAQ4YMQXh4OPr3749du3ahsLAQmzdvtmPk98acvPV6PTp37ow333wTnTp1wrhx4zB27Fh8+OGHdoz83ln6/fbJJ59gwIAB8PPzs3Gk1mVO3ps3b8aGDRvw2Wef4cSJE1izZg0WL15cq/6HqCbMyX3dunUQQsDf3x9KpRLLli3DU089Ve3ngkyxSuRQmjRpAoVCgWvXrpmMX7t2Db6+vlVu07RpU2zbtg23bt3Czz//jPPnz6Nhw4YIDg6utO7EiROxY8cO7N+/HwEBAZLkUBNS5u3i4oKWLVvivvvuw4IFCxAREYGlS5dKloulpMj9+PHjuH79Ojp37gwnJyc4OTkhNTUVy5Ytg5OTE3Q6neR53Y3Un/XbvLy8EBoaiosXL1o1/pqSKm+1Wl3pX0TatGlTqy4pkXrOf/75Z+zbtw/PPvusJPHXlFR5T5061Xj2uEOHDhgxYgReeumlWvWvRVLlHhISgtTUVBQXFyM3Nxfp6ekoLy+/43dBbefr61tlnVQqFdzc3GpUy+qwOSaH4uLigvvuuw/JycnGMb1ej+Tk5LteJ+vq6gp/f39UVFRgy5YtGDx4sHGZEAITJ07EV199hW+//RYtWrSQLIeakCrvquj1epSWllolbmuQIvd+/frh9OnTyMjIML4iIyMRFxeHjIwMKBQKSXMyh63mvLi4GNnZ2VCr1VaL/V5IlXf37t0rPZ7xwoULCAwMtG4C90DqOV+9ejV8fHwQGxtr9djvhVR5l5SUVDpTqlAooNfrrZvAPZB6zhs0aAC1Wo0bN25gz549d/3+r82io6NN6gQAe/fuNdbpXmpZiUW37xHVAps2bRJKpVIkJiaKs2fPinHjxgkvLy9x9epVIYQQI0aMEDNmzDCuf/jwYbFlyxaRnZ0tvvvuO/HAAw+IFi1aiBs3bhjXef7554Wnp6dISUkxeeRRSUmJrdOrlhR5z5gxQ6SmporLly+LH374QcyYMUPIZDLxzTff2Dq9O5Ii93+qjU+rkCLvV155RaSkpIjLly+LtLQ0ERMTI5o0aSKuX79u6/SqJUXe6enpwsnJScyfP19kZWWJDRs2CHd3d7F+/Xpbp3dHUn3WdTqdaN68uZg+fbot0zGbFHnHx8cLf39/46Pctm7dKpo0aSKmTZtm6/TuSIrck5KSxO7du8WlS5fEN998IyIiIkRUVJQoKyuzdXrVKioqEidPnhQnT54UAMSSJUvEyZMnxc8//yyE+Ov304gRI4zr336U29SpU8W5c+fE8uXLq3yU251qaS42x+SQ3n//fdG8eXPh4uIiunbtKg4fPmxc1rt3bxEfH298n5KSItq0aSOUSqVo3LixGDFihMjLyzPZH4AqX6tXr7ZRRuaxdt6jR48WgYGBwsXFRTRt2lT069ev1jXGt1k793+qjc2xENbPe9iwYUKtVgsXFxfh7+8vhg0bVuue9SuENPP99ddfi/bt2wulUinCwsLEqlWrbJGKxaTIfc+ePQKAyMzMtEUKNWLtvLVarZg0aZJo3ry5cHV1FcHBwWLWrFmitLTUVimZzdq5f/755yI4OFi4uLgIX19fMWHCBFFYWGirdMyyf//+Kn/v3s41Pj5e9O7du9I2HTt2FC4uLiI4OLjK39F3qqW5ZELUwj8VQ0RERERkB7zmmIiIiIjIgM0xEREREZEBm2MiIiIiIgM2x0REREREBmyOiYiIiIgM2BwTERERERmwOSYiIiIiMmBzTERERERkwOaYiIiIiMjAyd4BkGPQ6/XIz8+Hh4cHZDKZvcMhIiKiekoIgaKiIvj5+UEut/55XjbHZJb8/HxoNBp7h0FEREQEAMjNzUVAQIDV98vmmMzi4eEB4K8PokqlsnM0REREVF9ptVpoNBpjb2JtbI7JLLcvpVCpVGyOiYiIyO6kusyTN+QRERERERmwOSYiIiIiMmBzTERERERkwOaYiIiIiMiAzTERERERkQGfVkFERERE9+ZPLfD9O8C57YBMAbR/HOjxEuDsZu/ILMYzx2YQQmDcuHHw9vaGTCZDRkaGvUO6J6tWrYJGo4FcLsd7771n73CIiIjIken10K97DEh7D/j9EvBbFpC6CPqNT9k7shphc2yGpKQkJCYmYseOHSgoKECnTp2wbds2e4d1VzKZrFKcWq0WEydOxPTp05GXl4dx48bZJzgiIiKqE0TWHsjzjlUal1/aD/x8yA4R3RteVmGG7OxsqNVqdOvWzd6hQKfTQSaT1fhviefk5KC8vByxsbFQq9VWjo6IqPbTFRfjl2XLoN29G9ALeDz0IJq++CKcGjWyd2hEDinnzBEEVrPsyvkjCAiMtmk894pnju9i1KhReOGFF5CTkwOZTIagoCAAwGOPPWbyfvbs2ejYsSM+/fRTNG/eHA0bNsT48eOh0+nw1ltvwdfXFz4+Ppg/f77J/pcsWYIOHTqgQYMG0Gg0GD9+PIqLi43LExMT4eXlhe3bt6Nt27ZQKpXIyclBQUEBYmNj4ebmhhYtWuCzzz5DUFCQ8TKJquJMTExEhw4dAADBwcGQyWT46aefqsy7tLQUWq3W5CWVcn05dl3ahYSDCXjv+Hv46WbVMRER3SshBHLHjsONteug++VX6H77DYUbNyFn9BgInc7e4RE5pPNlTapddq60qQ0jsQ6eOb6LpUuXIiQkBKtWrcLRo0ehUCjg4+OD1atX4+GHH4ZCoTCum52djd27dyMpKQnZ2dl48skncenSJYSGhiI1NRUHDx7E6NGjERMTg6ioKACAXC7HsmXL0KJFC1y6dAnjx4/HtGnTsGLFCuN+S0pKsGjRInz88cdo3LgxfHx8MHjwYPz6669ISUmBs7MzXn75ZVy/ft24zdGjRyvF2bBhQ2g0GsTExCA9PR0ajQZNm1b9oV2wYAHmzJkjUVX/p0xXhvH7xuPI1SPGsTVn1+DtXm8jJjBG8uMTUf1ScuQI/jh5stJ46blzKE5JgUe/fnaIisix3Qp5BJfPLkML+TWT8bP6QCDkATtFVXNsju/C09MTHh4eUCgU8PX1NY57eXmZvAcAvV6PTz/9FB4eHmjbti369u2LzMxM7Nq1C3K5HK1bt8aiRYuwf/9+Y3M8efJk4/ZBQUF444038Nxzz5k0x+Xl5VixYgUiIiIAAOfPn8e+fftw9OhRREZGAgA+/vhjtGrVyrjN7ab3n3E2btzYuPyf8f/dzJkz8fLLLxvfa7VaaDQa84pmga+zvzZpjAGgQl+BN4+8iT6aPnCS8yNKRNZTmnXxDsuy2BwT1cAjHQMx9Jt5+PefH+Mh+XHoIcMufRTWeozDF2HN7B2exdh5WFFQUBA8PDyM75s1awaFQmFyfXCzZs1MzvDu27cPCxYswPnz56HValFRUYE///wTJSUlcHd3BwC4uLggPDzcuE1mZiacnJzQuXNn41jLli3RyIrXyymVSiiVSqvtrzoH8g5UOf7LH7/g/O/n0b5Je8ljIKL6QxkSXO0yl+DqlxFR9VydFXh3XCxe+yoQL1z6BZABPVs1w/uPtYeTwvGu4GVzbEXOzs4m72UyWZVjer0eAPDTTz9h4MCBeP755zF//nx4e3vjwIEDGDNmDMrKyozNsZubG2QymW2SsLEGzg1qtIyIqCbco6PhGh6OP3/4wWRc2aoVPB5wvH/+JaotQpo2xMZx96OwpAwymQyebs5336iWcrx2vhZwdnaGzgo3bhw/fhx6vR7vvPMO7r//foSGhiI/P/+u27Vu3RoVFRU4+bfr5i5evIgbN25IEqeUBrccXOV4eNNwtPBsYeNoiKiuk8lkaP7RKng9NRxyT0/IPTzg+cTjaJ64GjInni8iulde7i4O3RgDbI5rJCgoCMnJybh69WqlhtQSLVu2RHl5Od5//31cunQJ69atw4cffnjX7cLCwhATE4Nx48YhPT0dJ0+exLhx4yqdYbZWnFLq4tsF07pMg5vT//6CThvvNni719t2jIqI6jKFpyfUCQlofeQwWh9Nh9/8+XAy3I9BRMTmuAbeeecd7N27FxqNBp06darxfiIiIrBkyRIsWrQI7du3x4YNG7BgwQKztl27di2aNWuGXr164bHHHsPYsWPh4eEBV1dXq8cptRFtR2DfkH1Y0W8FNsZuxOZBm+HX0M/eYREREVE9JBNCCHsHQffuypUr0Gg02LdvH/pJcLe1VquFp6cnbt68CZVKZfX9ExEREZlD6p6EF1g5qG+//RbFxcXo0KEDCgoKMG3aNAQFBaFXr172Do2IiIjIYbE5dlDl5eV49dVXcenSJXh4eKBbt27YsGFDpadjEBEREZH5eFkFmYWXVRAREVFtIHVPwhvyiIiIiIgM2BwTERERERnwmmMyy+2rb7RarZ0jISIiovrsdi8i1ZXBbI7JLEVFRQAAjUZj50iIiIiI/upNPD09rb5f3pBHZtHr9cjPz4eHh4fJX+FzFFqtFhqNBrm5ubyh8B9YmztjfarH2lSPtbkz1qd6rE31btcmJycHMpkMfn5+kMutf4UwzxyTWeRyOQICAuwdxj1TqVT8sqkGa3NnrE/1WJvqsTZ3xvpUj7Wpnqenp6S14Q15REREREQGbI6JiIiIiAzYHFO9oFQqkZCQAKVSae9Qah3W5s5Yn+qxNtVjbe6M9akea1M9W9WGN+QRERERERnwzDERERERkQGbYyIiIiIiAzbHREREREQGbI6JiIiIiAzYHJPDWr58OYKCguDq6oqoqCikp6dXu255eTnmzp2LkJAQuLq6IiIiAklJSSbrrFy5EuHh4cYHr0dHR2P37t1SpyEJa9fm7xYuXAiZTIbJkydLELn0rF2b2bNnQyaTmbzCwsKkTkMSUnxu8vLy8PTTT6Nx48Zwc3NDhw4dcOzYMSnTkIy16xMUFFTpsyOTyTBhwgSpU7E6a9dGp9Ph9ddfR4sWLeDm5oaQkBDMmzcPjvgMAWvXpqioCJMnT0ZgYCDc3NzQrVs3HD16VOo0rO67777DoEGD4OfnB5lMhm3btt11m5SUFHTu3BlKpRItW7ZEYmJipXUsqXe1BJED2rRpk3BxcRGffvqpOHPmjBg7dqzw8vIS165dq3L9adOmCT8/P7Fz506RnZ0tVqxYIVxdXcWJEyeM62zfvl3s3LlTXLhwQWRmZopXX31VODs7ix9//NFWaVmFFLW5LT09XQQFBYnw8HAxadIkiTOxPilqk5CQINq1aycKCgqMr19++cVWKVmNFLX5/fffRWBgoBg1apQ4cuSIuHTpktizZ4+4ePGirdKyGinqc/36dZPPzd69ewUAsX//fhtlZR1S1Gb+/PmicePGYseOHeLy5cviiy++EA0bNhRLly61VVpWIUVthg4dKtq2bStSU1NFVlaWSEhIECqVSly5csVWaVnFrl27xKxZs8TWrVsFAPHVV1/dcf1Lly4Jd3d38fLLL4uzZ8+K999/XygUCpGUlGRcx9J6V4fNMTmkrl27igkTJhjf63Q64efnJxYsWFDl+mq1WnzwwQcmY48//riIi4u743EaNWokPv7443sP2Iakqk1RUZFo1aqV2Lt3r+jdu7dDNsdS1CYhIUFERERIEq8tSVGb6dOnix49ekgTsI3Z4jtn0qRJIiQkROj1eusEbSNS1CY2NlaMHj36jus4AmvXpqSkRCgUCrFjxw6TdTp37ixmzZpl5ehtx5zmeNq0aaJdu3YmY8OGDRP9+/c3vre03tXhZRXkcMrKynD8+HHExMQYx+RyOWJiYnDo0KEqtyktLYWrq6vJmJubGw4cOFDl+jqdDps2bcKtW7cQHR1tveAlJmVtJkyYgNjYWJN9OxIpa5OVlQU/Pz8EBwcjLi4OOTk51k9AQlLVZvv27YiMjMSQIUPg4+ODTp064aOPPpImCQnZ4junrKwM69evx+jRoyGTyawXvMSkqk23bt2QnJyMCxcuAABOnTqFAwcOYMCAARJkIQ0palNRUQGdTmfRZ6uuOHToUKXfP/379zfWsib1rg6bY3I4v/76K3Q6HZo1a2Yy3qxZM1y9erXKbfr3748lS5YgKysLer0ee/fuxdatW1FQUGCy3unTp9GwYUMolUo899xz+Oqrr9C2bVvJcrE2qWqzadMmnDhxAgsWLJA0filJVZuoqCgkJiYiKSkJK1euxOXLl9GzZ08UFRVJmo81SVWbS5cuYeXKlWjVqhX27NmD559/Hi+++CLWrFkjaT7WJuV3zm3btm1DYWEhRo0aZe3wJSVVbWbMmIHhw4cjLCwMzs7O6NSpEyZPnoy4uDhJ87EmKWrj4eGB6OhozJs3D/n5+dDpdFi/fj0OHTpU7Werrrh69WqVtdRqtfjjjz9qVO/qsDmmemHp0qVo1aoVwsLC4OLigokTJ+KZZ56BXG76I9C6dWtkZGTgyJEjeP755xEfH4+zZ8/aKWrbuFttcnNzMWnSJGzYsKHS2Yq6zpzPzYABAzBkyBCEh4ejf//+2LVrFwoLC7F582Y7Ri49c2qj1+vRuXNnvPnmm+jUqRPGjRuHsWPH4sMPP7Rj5LZh7nfObZ988gkGDBgAPz8/G0dqe+bUZvPmzdiwYQM+++wznDhxAmvWrMHixYsd7n+sLGVObdatWwchBPz9/aFUKrFs2TI89dRT1X62yHKsJDmcJk2aQKFQ4Nq1aybj165dg6+vb5XbNG3aFNu2bcOtW7fw888/4/z582jYsCGCg4NN1nNxcUHLli1x3333YcGCBYiIiMDSpUsly8XapKjN8ePHcf36dXTu3BlOTk5wcnJCamoqli1bBicnJ+h0OsnzsgYpPzd/5+XlhdDQUFy8eNGq8UtJqtqo1epK//LSpk0bh7vsROrPzs8//4x9+/bh2WeflSR+KUlVm6lTpxrPHnfo0AEjRozASy+95FD/eiVVbUJCQpCamori4mLk5uYiPT0d5eXld/xeqgt8fX2rrKVKpYKbm1uN6l0dNsfkcFxcXHDfffchOTnZOKbX65GcnHzX64NdXV3h7++PiooKbNmyBYMHD77j+nq9HqWlpVaJ2xakqE2/fv1w+vRpZGRkGF+RkZGIi4tDRkYGFAqFpDlZi60+N8XFxcjOzoZarbZa7FKTqjbdu3dHZmamyfoXLlxAYGCgdROQmNSfndWrV8PHxwexsbFWj11qUtWmpKSk0plQhUIBvV5v3QQkJPXnpkGDBlCr1bhx4wb27Nlz199nji46OtqklgCwd+9eYy3vpd6VWHT7HlEtsWnTJqFUKkViYqI4e/asGDdunPDy8hJXr14VQggxYsQIMWPGDOP6hw8fFlu2bBHZ2dniu+++Ew888IBo0aKFuHHjhnGdGTNmiNTUVHH58mXxww8/iBkzZgiZTCa++eYbW6d3T6SozT856tMqpKjNK6+8IlJSUsTly5dFWlqaiImJEU2aNBHXr1+3dXr3RIrapKenCycnJzF//nyRlZUlNmzYINzd3cX69ettnd49k+rnSqfTiebNm4vp06fbMh2rkqI28fHxwt/f3/got61bt4omTZqIadOm2Tq9eyJFbZKSksTu3bvFpUuXxDfffCMiIiJEVFSUKCsrs3V696SoqEicPHlSnDx5UgAQS5YsESdPnhQ///yzEOKv38kjRowwrn/7UW5Tp04V586dE8uXL6/yUW53qre52ByTw3r//fdF8+bNhYuLi+jatas4fPiwcVnv3r1FfHy88X1KSopo06aNUCqVonHjxmLEiBEiLy/PZH+jR48WgYGBwsXFRTRt2lT069fP4Rrj26xdm39y1OZYCOvXZtiwYUKtVgsXFxfh7+8vhg0b5pDP8RVCms/N119/Ldq3by+USqUICwsTq1atskUqkpCiPnv27BEARGZmpi1SkIy1a6PVasWkSZNE8+bNhaurqwgODhazZs0SpaWltkrJaqxdm88//1wEBwcLFxcX4evrKyZMmCAKCwttlY7V7N+/XwCo9Lpdj/j4eNG7d+9K23Ts2FG4uLiI4OBgsXr16kr7vVO9zSUTwgH/3AwRERERkQR4zTERERERkQGbYyIiIiIiAzbHREREREQGbI6JiIiIiAzYHBMRERERGbA5JiIiIiIyYHNMRERERGTA5piIiIiIyIDNMRERERGRgZO9AyDHoNfrkZ+fDw8PD8hkMnuHQ0RERPWUEAJFRUXw8/ODXG7987xsjsks+fn50Gg09g6DiIiICACQm5uLgIAAq++XzTGZxcPDA8BfH0SVSmXnaIiIiKi+0mq10Gg0xt7E2tgck1luX0qhUqnYHBMREZHdSXWZJ2/IIyIiIiIyYHNMRERERGTA5piIiIiIyIDNMRERERGRAW/Io1oh8/dMHC44jEaujRDTPAbuzu72DomIqNaq+OUXlGZlwbl5c7hI8CgrovqMZ44NhBAYN24cvL29IZPJkJGRYe+QrGL27Nno2LGjvcOolhACcw7NwZNfP4nFxxZj1oFZ6L+lP07/ctreoRER1TpCr8fVN+Yjq+8DyBk9BtkPPoQrk1+C/s8/7R0aUZ3B5tggKSkJiYmJ2LFjBwoKCtCpUyds27bN3mHVeck5yfjywpcmY4WlhXj1wKsQQtgpKiKi2unGhs9wY/16oKLirwEhUJSUhOtLltg3MKI6hM2xQXZ2NtRqNbp16wZfX1+7xqLT6aDX6+0ag61889M3VY7/pP0JF25csHE0RES1W+HWrVWO39z6FU8oEFkJm2MAo0aNwgsvvICcnBzIZDIEBQUBAB577DGT97cvUfj000/RvHlzNGzYEOPHj4dOp8Nbb70FX19f+Pj4YP78+Sb7X7JkCTp06IAGDRpAo9Fg/PjxKC4uNi5PTEyEl5cXtm/fjrZt20KpVCInJwcFBQWIjY2Fm5sbWrRogc8++wxBQUF47733jNvm5ORg8ODBaNiwIVQqFYYOHYpr165VynHdunUICgqCp6cnhg8fjqKiIqvXkYiIpKW/ebPq8Vu3/nc2mcgOiv8oxa61b+HQvAdwaF4Mdm94D3+WOeZnkjfkAVi6dClCQkKwatUqHD16FAqFAj4+Pli9ejUefvhhKBQK47rZ2dnYvXs3kpKSkJ2djSeffBKXLl1CaGgoUlNTcfDgQYwePRoxMTGIiooCAMjlcixbtgwtWrTApUuXMH78eEybNg0rVqww7rekpASLFi3Cxx9/jMaNG8PHxweDBw/Gr7/+ipSUFDg7O+Pll1/G9evXjdvo9XpjY5yamoqKigpMmDABw4YNQ0pKiknM27Ztw44dO3Djxg0MHToUCxcurNTE/11paSlKS0uN77VarTVKXclDQQ9h90+7K40HqYIQ2ihUkmMSETmqBj16oHDz5krj7vdHQebsbIeIiAC9XuCH9x7DI6Vp/xvMOorUpQfRe2rlz2ttx+YYgKenJzw8PKBQKEwuqfDy8qp0iYVer8enn34KDw8PtG3bFn379kVmZiZ27doFuVyO1q1bY9GiRdi/f7+xOZ48ebJx+6CgILzxxht47rnnTJrj8vJyrFixAhEREQCA8+fPY9++fTh69CgiIyMBAB9//DFatWpl3CY5ORmnT5/G5cuXodFoAABr165Fu3btcPToUXTp0sUYc2JiovFvkI8YMQLJycl3bI4XLFiAOXPmWFxLS/Vr3g9PtHoCW7K2GMe8lF54s8ebkv1ZSCIiR9Vk/PMoPvA9KvILjGNylQrNpk61Y1RU3508sBPd/t4YG/S+tQdnTh5Eu07d7BBVzbE5tlBQUJCxyQSAZs2aQaFQQC6Xm4z9/Qzvvn37sGDBApw/fx5arRYVFRX4888/UVJSAnf3vx5Z5uLigvDwcOM2mZmZcHJyQufOnY1jLVu2RKNGjYzvz507B41GY2yMAaBt27bw8vLCuXPnjM3xP2NWq9Um8VVl5syZePnll43vtVqtyXGsRSaTYXa32Xgq7Ck+yo2I6C6cfX0R/NVXKNyyFX+eOweX5s3hNXQInJs1s3doVI+VZR+odllxZirA5rhuc/7HP1vJZLIqx27fUPfTTz9h4MCBeP755zF//nx4e3vjwIEDGDNmDMrKyozNsZubm2RnSu8UX3WUSiWUSqUk8VSltXdrtPZubbPjERE5KoWnJxqPfsbeYRAZuXn7AT9XvaxBYz/bBmMFvCGvGs7OztDpdPe8n+PHj0Ov1+Odd97B/fffj9DQUOTn5991u9atW6OiogInT540jl28eBE3btwwvm/Tpg1yc3ORm5trHDt79iwKCwvRtm3be46diIiI6G7axIxEITwqjf8ia4K2fYbbIaJ7w+a4GkFBQUhOTsbVq1dNGlJLtWzZEuXl5Xj//fdx6dIlrFu3Dh9++OFdtwsLC0NMTAzGjRuH9PR0nDx5EuPGjTM5wxwTE4MOHTogLi4OJ06cQHp6OkaOHInevXsbr1MmIiIikpKygRfK/28LrrgEG8d+dg2DIv4ryJ1t96/Q1sLmuBrvvPMO9u7dC41Gg06dOtV4PxEREViyZAkWLVqE9u3bY8OGDViwYIFZ265duxbNmjVDr1698Nhjj2Hs2LHw8PCAq6srgL8uj/h//+//oVGjRujVqxdiYmIQHByMzz//vMbxEhEREVmqaWgUAl49Cd3EE9C/kIHAGUfgHRR+9w1rIZngU8MdxpUrV6DRaLBv3z7069fPpsfWarXw9PTEzZs3oVKpbHpsIiIiotuk7kl4Q14t9u2336K4uBgdOnRAQUEBpk2bhqCgIPTq1cveoRERERHVSWyOa7Hy8nK8+uqruHTpEjw8PNCtWzds2LCh0tMniIiIiMg6eFkFmYWXVRAREVFtIHVPwhvyiIiIiIgM2BwTERERERmwOSYiIiIiMuANeWSW25ema7VaO0dCRERE9dntXkSq2+bYHJNZioqKAAAajcbOkRARERH91Zt4enpafb98WgWZRa/XIz8/Hx4eHsY/X10XaLVaaDQa5Obm8ikc94i1tB7W0npYS+thLa2L9aw5IQSKiorg5+cHudz6VwjzzDGZRS6XIyAgwN5hSEalUvHLyUpYS+thLa2HtbQe1tK6WM+akeKM8W28IY+IiIiIyIDNMRERERGRAZtjqteUSiUSEhKgVCrtHYrDYy2th7W0HtbSelhL62I9ay/ekEdEREREZMAzx0REREREBmyOiYiIiIgM2BwTERERERmwOSYiIiIiMmBzTHVaUVERJk+ejMDAQLi5uaFbt244evSoWdumpaXByckJHTt2lDZIB2FpLVNSUiCTySq9rl69asOoa6eafC5LS0sxa9YsBAYGQqlUIigoCJ9++qmNIq69LK3lqFGjqvxctmvXzoZR1041+Vxu2LABERERcHd3h1qtxujRo/Hbb7/ZKOLaqya1XL58Odq0aQM3Nze0bt0aa9eutVG0VIkgqsOGDh0q2rZtK1JTU0VWVpZISEgQKpVKXLly5Y7b3bhxQwQHB4uHHnpIRERE2CbYWs7SWu7fv18AEJmZmaKgoMD40ul0No689qnJ5/Jf//qXiIqKEnv37hWXL18WBw8eFAcOHLBh1LWTpbUsLCw0+Tzm5uYKb29vkZCQYNvAayFLa3ngwAEhl8vF0qVLxaVLl8T3338v2rVrJx577DEbR177WFrLFStWCA8PD7Fp0yaRnZ0tNm7cKBo2bCi2b99u48hJCCHYHFOdVVJSIhQKhdixY4fJeOfOncWsWbPuuO2wYcPEa6+9JhISEtgci5rV8nZzfOPGDRtE6DhqUsvdu3cLT09P8dtvv9kiRIdxLz/jt3311VdCJpOJn376SYoQHUZNavn222+L4OBgk7Fly5YJf39/yeJ0BDWpZXR0tJgyZYrJ2Msvvyy6d+8uWZxUPV5WQXVWRUUFdDodXF1dTcbd3Nxw4MCBardbvXo1Ll26hISEBKlDdBg1rSUAdOzYEWq1Gg8++CDS0tKkDNMh1KSW27dvR2RkJN566y34+/sjNDQUU6ZMwR9//GGLkGute/lc3vbJJ58gJiYGgYGBUoToMGpSy+joaOTm5mLXrl0QQuDatWv48ssv8cgjj9gi5FqrJrUsLS2tcv309HSUl5dLFitVw97dOZGUoqOjRe/evUVeXp6oqKgQ69atE3K5XISGhla5/oULF4SPj4/IzMwUQgieOf4bS2t5/vx58eGHH4pjx46JtLQ08cwzzwgnJydx/PhxG0de+1hay/79+wulUiliY2PFkSNHxM6dO0VgYKAYNWqUjSOvfSyt5d/l5eUJhUIhPv/8cxtEWvvVpJabN28WDRs2FE5OTgKAGDRokCgrK7Nh1LWTpbWcOXOm8PX1FceOHRN6vV4cPXpUNGvWTAAQ+fn5No6e2BxTnXbx4kXRq1cvAUAoFArRpUsXERcXJ8LCwiqtW1FRISIjI8XKlSuNY2yO/8eSWlanV69e4umnn5YwSsdgaS0ffPBB4erqKgoLC41jW7ZsETKZTJSUlNgq7FrpXj6Xb775pmjcuLEoLS21QaS1n6W1PHPmjFCr1eKtt94Sp06dEklJSaJDhw5i9OjRNo689rG0liUlJcYTCAqFQvj5+Ylp06YJAOLq1as2jp7456OpXrh16xa0Wi3UajWGDRuG4uJi7Ny502SdwsJCNGrUCAqFwjim1+shhIBCocA333yDBx54wNah1zrm1LI6U6dOxYEDB3Do0CGJo3QM5tYyPj4eaWlpuHjxonHs3LlzaNu2LS5cuIBWrVrZMuxaydLPpRACoaGhGDhwIN59910bRlr7mVvLESNG4M8//8QXX3xhHDtw4AB69uyJ/Px8qNVqW4ZdK1n6uSwvL8e1a9egVquxatUqTJ8+HYWFhZDLeRWsLbHaVC80aNAAarUaN27cwJ49ezB48OBK66hUKpw+fRoZGRnG13PPPYfWrVsjIyMDUVFRdoi89jGnltXJyMjgL8y/MbeW3bt3R35+PoqLi41jFy5cgFwuR0BAgK3CrdUs/Vympqbi4sWLGDNmjI0idBzm1rKkpKRS03b75ALPu/3F0s+ls7MzAgICoFAosGnTJgwcOJCNsR3wzDHVaXv27IEQAq1bt8bFixcxdepUuLq64vvvv4ezszNmzpyJvLy8ap8nOXv2bGzbtg0ZGRm2DbwWsrSW7733Hlq0aIF27drhzz//xMcff4z3338f33zzDfr162fnbOzL0loWFxejTZs2uP/++zFnzhz8+uuvePbZZ9G7d2989NFHds7Gvmr6Mz5ixAhkZWXh8OHDdoq89rG0lomJiRg7diyWLVuG/v37o6CgAJMnT4ZcLseRI0fsnI19WVrLCxcuID09HVFRUbhx4waWLFmCvXv34vjx4wgKCrJvMvWQk70DIJLSzZs3MXPmTFy5cgXe3t544oknMH/+fDg7OwMACgoKkJOTY+coHYOltSwrK8Mrr7yCvLw8uLu7Izw8HPv27UPfvn3tlUKtYWktGzZsiL179+KFF15AZGQkGjdujKFDh+KNN96wVwq1Rk1+xm/evIktW7Zg6dKl9gi51rK0lqNGjUJRURE++OADvPLKK/Dy8sIDDzzw/9m787Aqqv8P4O/hAheUTUAUBEEQRRQQdzG31FzIUsvMcK9Mw7Xc0kzTFPWnlpmZmoK7ZqKVmhuJ5r6ipuYCKCgqubCJAt57fn+I9xsBerncuZfl/XqeeR7vzJmZz5kPy4fxzBnMnj3bWF0oMYp6LVUqFebNm4fLly/DzMwMbdu2xeHDh1kYGwnvHBMRERER5eJAFiIiIiKiXCyOiYiIiIhysTgmIiIiIsrF4piIiIiIKBeLYyIiIiKiXCyOiYiIiIhysTgmIiIiIsrF4piIiIiIXujAgQPo2rUrXFxcIEkStm7dWqbO928sjomIiIjohR49eoSAgAAsWrSoTJ7v3/j6aCIiIiJ6oc6dO6Nz586Fbs/KysKkSZOwfv16pKSkoF69epg9ezbatGkjy/nkxDvHRERERFQsw4YNw5EjR7BhwwacO3cOPXv2RKdOnXD16lVjh1ZkLI6JiIiISGcJCQkIDw/Hpk2b0LJlS3h5eWHMmDF45ZVXEB4ebuzwiozFMRERERHp7Pz581CpVKhVqxasrKw0y/79+xEbGwsA+PvvvyFJ0guXCRMmGLknz3DMMRERERHpLCMjAwqFAqdOnYJCocizzcrKCgDg6emJS5cuvfA4Dg4OssVYFCyOiYiIiEhngYGBUKlUSE5ORsuWLQtsY25uDh8fHwNHphsWx0RERET0QhkZGbh27Zrmc3x8PGJiYmBvb49atWohJCQE/fr1w7x58xAYGIh//vkHUVFR8Pf3R3BwsF7PV716db30qTCSEELIegYiIiIiKtWio6PRtm3bfOv79++PiIgI5OTk4KuvvsKqVatw69YtODo6olmzZvjyyy/h5+en9/PJicUxEREREVEuzlZBRERERJSLxTERERERUS4Wx0REREREuVgcExERERHlYnFMRERERJSLxTERERERUS4Wx0REREREuVgcExERERHlYnFMRERERJTL1NgBUOmgVquRlJQEa2trSJJk7HCIiIionBJCID09HS4uLjAx0f99XhbHpJWkpCS4ubkZOwwiIiIiAEBiYiJcXV31flwWx6QVa2trAM++EG1sbIwcDREREZVXaWlpcHNz09Qm+sbimLTyfCiFjY0Ni2MiIiIyOrmGefKBPCIiIiKiXCyOiYiIiIhysTgmIiIiIsrF4piIiIiIKBeLYyIiIiKiXCyOX0IIgcGDB8Pe3h6SJCEmJkaW81y/fj3P8aOjoyFJElJSUop1XA8PD3zzzTfFjk9WD+KAyMHA3NrA4hbA8WWAEMaOqtx6+vAh7v3wAxKHDcPdsFnIio83dkhEREQGw6ncXmLnzp2IiIhAdHQ0PD094ezsjC1btqBbt26ynjcoKAi3b9+Gra1tsY5z4sQJVKxYUfNZkiSDxK+19LvA8o7Ao+RnnzPuADvGACkJwGvTjRtbOZRz9y6uv9sbT2/f1qx7uHEjqi9bigqNGxsxMiIiKukS0xIRlRAFE8kEHdw7wNnK2dgh6YR3jl8iNjYWzs7OCAoKQtWqVQ12XnNzc1StWrXYc/hVrlwZFSpU0FNUMji5/H+F8b8dXwpkPjB8POXc/SVL8xTGACCePMHdOf9npIiIiKg0WH1xNYK3BGPeqXn4v5P/h86RnRF5NdLYYemExfELDBgwAMOHD0dCQgIkSYKHhwcAoHv37nk+x8bG4s0330SVKlVgZWWFxo0bY+/evXmOJUkStm7dmmednZ0dIiIiCjz3f4dVREREwM7ODtu2bUPt2rVRoUIFvP3228jMzMTKlSvh4eGBSpUqYcSIEVCpVJrj/HtYRWHxG9Wdvwpe//QJcD/WsLEQHh09WuD6J+fPQ5WRYeBoiIioNEhMS8T/nfg/CPxvSKRKqDD96HTce3zPiJHphsXxCyxYsADTpk2Dq6srbt++jRMnTgAAwsPD83zOyMhAly5dEBUVhTNnzqBTp07o2rUrEhIS9BpPZmYmvv32W2zYsAE7d+5EdHQ0unfvjh07dmDHjh1YvXo1lixZgp9//rnA/QuLvyBZWVlIS0vLs8ghHgXfjX8KBVDJXZZzUuEUlSoVuF6qUAEm5uYGjoaIiEqDqISoPIXxc0/VTxGdGG3weIqLxfEL2NrawtraGgqFAlWrVkXlypUBPLvj++/PAQEB+Oijj1CvXj14e3tj+vTp8PLywq+//qrXeHJycrB48WIEBgaiVatWePvtt3Hw4EEsX74cvr6+eP3119G2bVvs27evwP0Li78gYWFhsLW11Sxubm567ctzK7PbI11Y5lv/89OWuJRuIcs5qXCV3ulZ4Hq7bt0gsTgmIqICvGgIqEJSGDAS/WBxrAcZGRkYM2YM6tSpAzs7O1hZWeHSpUt6v3NcoUIFeHl5aT5XqVIFHh4esLKyyrMuObmAMbxF9NlnnyE1NVWzJCYmFvuYBblnVhXvZU/CQVVdqIWE+8Iai56+gc+fDoKaM1YYnO2bb8Jx2DBIlrl/sCgUsHn9dTiNG2vcwIiIqMR6zf21AotgpUKJtm5tjRBR8XC2Cj0YM2YM9uzZg7lz56JmzZqwtLTE22+/jezsbE0bSZIg/lPs5eTkFOk8ZmZmeT5LklTgOrVaXcQe5KdUKqFUKot9nJfp4ueMj895ok/OJAACwLO/Pms4VoSvs43s56f8Kg8LhX3/fsi6dg1mLi4wq1LF2CEREVEJ5mzljC+af4HpR6fjqfopgGeF8VevfAU7CzvjBqcDFsdFZGZmlueBNwA4dOgQBgwYgO7duwN4dif5+vXredpUrlwZt/81C8DVq1eRmZkpe7z/VVD8xtS5XlX0bOiKTadu4nlhbGtphrk9A4o9UwfpTmFtjQqBgcYOg4iISoke3j3QyrUV9iXug0JSoK1bW1SyKPg5lpKOxXEReXh4ICoqCi1atIBSqUSlSpXg7e2NyMhIdO3aFZIkYfLkyfnu3r766qv47rvv0Lx5c6hUKowfPz7fXV9jxW9MkiTh/3oGoF9zDxyKvQf7Cubo7FcV1haGvzZERESkO0dLR/SsVfCzK6UJxxwX0bx587Bnzx64ubkhMPfO2vz581GpUiUEBQWha9eu6NixIxo0aJBvPzc3N7Rs2RLvvfcexowZY5T5hwuKvyTwc7XFkNZeeKexGwtjIiIiMhpJ/HcgLFEB0tLSYGtri9TUVNjYcCwwERERGYfcNQnvHBMRERER5WJxTERERESUi8UxEREREVEuFsdERERERLlYHBMRERER5WJxTERERESUiy8BIa08n/EvLS3NyJEQERFRefa8FpFrNmIWx6SV9PR0AICbm5uRIyEiIiJ6VpvY2trq/bh8CQhpRa1WIykpCdbW1pAkyeDnT0tLg5ubGxITE/kSkhKA+Sg5mIuShfkoWZiPkkVf+RBCID09HS4uLjAx0f8IYd45Jq2YmJjA1dXV2GHAxsaGP+BKEOaj5GAuShbmo2RhPkoWfeRDjjvGz/GBPCIiIiKiXCyOiYiIiIhysTimUkGpVGLKlClQKpXGDoXAfJQkzEXJwnyULMxHyVJa8sEH8oiIiIiIcvHOMRERERFRLhbHRERERES5WBwTEREREeVicUxERERElIvFMRmdh4cHJEnKt4SGhhbYftmyZWjZsiUqVaqESpUqoX379jh+/LiBoy67ipqPyMhINGrUCHZ2dqhYsSLq16+P1atXGzjqsquo+fi3DRs2QJIkdOvWTf5Ay4Gi5iIiIiJfWwsLCwNHXXbp8r2RkpKC0NBQODs7Q6lUolatWtixY4cBoy67ipqPNm3aFNg+ODjYwJHnxzfkkdGdOHECKpVK8/mvv/5Chw4d0LNnzwLbR0dHo3fv3ggKCoKFhQVmz56N1157DRcuXEC1atUMFXaZVdR82NvbY9KkSfDx8YG5uTm2bduGgQMHwsnJCR07djRU2GVWUfPx3PXr1zFmzBi0bNlS7hDLDV1yYWNjg8uXL2s+S5Ika4zlSVHzkZ2djQ4dOsDJyQk///wzqlWrhhs3bsDOzs5AEZdtRc1HZGQksrOzNZ/v37+PgICAl/5sMwhBVMKMHDlSeHl5CbVarVX7p0+fCmtra7Fy5UqZIyufipoPIYQIDAwUn3/+uYxRlV/a5OPp06ciKChI/Pjjj6J///7izTffNFyA5cjLchEeHi5sbW0NG1Q59rJ8LF68WHh6eors7GwDR1Y+FfV3x9dffy2sra1FRkaGzJG9HIdVUImSnZ2NNWvWYNCgQVrfYcnMzEROTg7s7e1ljq78KWo+hBCIiorC5cuX0apVKwNEWL5om49p06bByckJ77//vgGjK1+0zUVGRgbc3d3h5uaGN998ExcuXDBglOWHNvn49ddf0bx5c4SGhqJKlSqoV68eZs6cmeduJ+mHLr/Lly9fjnfffRcVK1aUObqX47AKKlG2bt2KlJQUDBgwQOt9xo8fDxcXF7Rv316+wMopbfORmpqKatWqISsrCwqFAt9//z06dOhgmCDLEW3ycfDgQSxfvhwxMTEGi6s80iYXtWvXxooVK+Dv74/U1FTMnTsXQUFBuHDhAlxdXQ0XbDmgTT7i4uLwxx9/ICQkBDt27MC1a9fw8ccfIycnB1OmTDFcsOVAUX+XHz9+HH/99ReWL18ub2Ba4hvyqETp2LEjzM3N8dtvv2nVftasWZgzZw6io6Ph7+8vc3Tlj7b5UKvViIuLQ0ZGBqKiojB9+nRs3boVbdq0MUyg5cTL8pGeng5/f398//336Ny5MwBgwIABSElJwdatWw0YadlX1J9VAJCTk4M6deqgd+/emD59uozRlT/a5KNWrVp48uQJ4uPjoVAoAADz58/H//3f/+H27duGCrVcKOr3x0cffYQjR47g3LlzMkemHd45phLjxo0b2Lt3LyIjI7VqP3fuXMyaNQt79+5lYSyDouTDxMQENWvWBADUr18fly5dQlhYGItjPdImH7Gxsbh+/Tq6du2qWadWqwEApqamuHz5Mry8vGSPtawr6s+q58zMzBAYGIhr167JFFn5pG0+nJ2dYWZmpimMAaBOnTq4c+cOsrOzYW5uLneo5UJRvz8ePXqEDRs2YNq0aTJHpj2OOaYSIzw8HE5OTlpN4zJnzhxMnz4dO3fuRKNGjQwQXflTlHz8l1qtRlZWlgxRlV/a5MPHxwfnz59HTEyMZnnjjTfQtm1bxMTEwM3NzYARl126fm+oVCqcP38ezs7OMkVWPmmbjxYtWuDatWuaPxgB4MqVK3B2dmZhrEdF/f7YtGkTsrKy0KdPH5kj0x6LYyoR1Go1wsPD0b9/f5ia5v0PjX79+uGzzz7TfJ49ezYmT56MFStWwMPDA3fu3MGdO3eQkZFh6LDLrKLkIywsDHv27EFcXBwuXbqEefPmYfXq1SXqB11pp20+LCwsUK9evTyLnZ0drK2tUa9ePRYAelCU741p06Zh9+7diIuLw+nTp9GnTx/cuHEDH3zwgaHDLrOKko+hQ4fiwYMHGDlyJK5cuYLt27dj5syZWs0ZTtopSj6eW758Obp16wYHBwdDhflSHFZBJcLevXuRkJCAQYMG5duWkJAAE5P//R23ePFiZGdn4+23387TbsqUKZg6darcoZYLRcnHo0eP8PHHH+PmzZuwtLSEj48P1qxZg169ehky5DKtKPkgeRUlFw8fPsSHH36IO3fuoFKlSmjYsCEOHz4MX19fQ4ZcphUlH25ubti1axdGjx4Nf39/VKtWDSNHjsT48eMNGXKZVtSfVZcvX8bBgwexe/duQ4WoFT6QR0RERESUi7cbiIiIiIhysTgmIiIiIsrF4piIiIiIKBeLYyIiIiKiXCyOiYiIiIhysTgmIiIiIsrF4piIiIiIKBeLYyIiIiJ6oQMHDqBr165wcXGBJEnYunVrmTrfvxW5OBZCIC0tDU+ePJEjHiIiIiIqYR49eoSAgAAsWrSoTJ7v34pcHGdnZ8Pe3h7ffvutHPEQERERUQnTuXNnfPXVV+jevXuB27OysjBmzBhUq1YNFStWRNOmTREdHS3b+eRU5OJYqVSiatWqUCqVcsRDRERERKXMsGHDcOTIEWzYsAHnzp1Dz5490alTJ1y9etXYoRWZTmOOBwwYgFWrViE7O1vf8RARERFRKZKQkIDw8HBs2rQJLVu2hJeXF8aMGYNXXnkF4eHhxg6vyEx12cnPzw9bt25F3bp1MWDAAHh4eMDS0jJfux49ehQ7QCIiIiIquc6fPw+VSoVatWrlWZ+VlQUHBwcAwN9//406deq88Djjx4/HrFmzZItTWzoVx71799b8e/LkyQW2kSQJKpVKt6iIiIiIqFTIyMiAQqHAqVOnoFAo8myzsrICAHh6euLSpUsvPM7zQtrYdCqO9+3bp+84iIiIiKgUCgwMhEqlQnJyMlq2bFlgG3Nzc/j4+Bg4Mt3oVBy3bt1a33EQERERUQmVkZGBa9euaT7Hx8cjJiYG9vb2qFWrFkJCQtCvXz/MmzcPgYGB+OeffxAVFQV/f38EBwfr9XzVq1fXS58KIwkhhK47Z2Vl4fTp00hOTkaLFi3g6Oioz9iIiIiIqASIjo5G27Zt863v378/IiIikJOTg6+++gqrVq3CrVu34OjoiGbNmuHLL7+En5+f3s8nJ52L42+//RZTp05FamoqAGDPnj149dVXce/ePfj4+GDOnDkYNGiQXoMlIiIiIpKTTlO5hYeHY9SoUejUqROWL1+Of9fXjo6OePXVV7Fhwwa9BUlEREREZAg6Fcfz5s3Dm2++iXXr1qFr1675tjds2BAXLlwodnBERERERIakU3F87do1dO7cudDt9vb2uH//vs5BEREREREZg07FsZ2dHe7du1fo9osXL6Jq1ao6B0VEREREZAw6FcddunTB0qVLkZKSkm/bhQsXsGzZMrzxxhvFjY2IiIiIyKB0mq0iKSkJTZs2hRACXbt2xdKlS9GnTx+oVCps3rwZzs7OOH78OKd2IyIiIqJSReep3JKTkzFx4kRERkZq7iBbW1vjrbfewqxZs+Dk5KTPOImIiIiIZFesl4A8988//0CtVqNy5cowMdFppAYRERERkdHpVMkOGjQIx44d03yuXLkyqlSpoimMjx8/zheAEBEREVGpo9OdYxMTE6xZswbvvfdegds3btyI9957DyqVqtgBUsmgVquRlJQEa2trSJJk7HCIiIionBJCID09HS4uLrKMWDDV+xHx7IE9S0tLOQ5NRpKUlAQ3Nzdjh0FEREQEAEhMTISrq6vej6t1cfzLL7/gl19+0XxeunQp9u7dm69dSkoK9u7di8aNG+snQioRrK2tATz7QrSxsTFyNERERFRepaWlwc3NTVOb6JvWxfHFixexadMmAIAkSTh27BhOnTqVp40kSahYsSJatWqF+fPn6zdSMqrnQylsbGxYHBMREZHRyTXMU5Yxx1T2pKWlwdbWFqmpqSyOiYiIyGjkrkl0GnOsVqv1HQcRERERkdEV64G8o0ePYt++fUhOTsbHH38Mb29vZGZm4u+//0atWrVgZWWlrziJiIiIiGSn0/wX2dnZ6NGjB1q0aIFJkybh22+/RWJi4rMDmpjgtddew4IFC/QaKBERERGR3HQqjidPnoxt27Zh8eLFuHz5Mv49bNnCwgI9e/bMM7MFEREREVFpoFNxvH79egwdOhSDBw+Gvb19vu116tRBXFxcsQITQmiOL0kSYmJiinU8KuGyHwHXDwLJl4wdCRHJJDUrFdceXkOWKsvYoRARFUqnMcfJycnw8/MrdLtCoUBmZqbOQQHAzp07ERERgejoaHh6esLR0bFYxyup2rRpg/r16+Obb74xdijGc3IFsGcKkJX27LNbU6BnBGDjYtSwiEg/slXZmHlsJn6N/RU56hzYKe0wJGAIQuqEGDs0IqJ8dLpz7Obmhr///rvQ7YcOHULNmjV1DgoAYmNj4ezsjKCgIFStWhWmprK8zK9UEELg6dOnxg5DHgnHgG2f/K8wBoDEY8DmD4wXExHp1dyTc7H56mbkqHMAAClZKZh1fBb+SPjDyJERkb4JIaDDLMElik7F8XvvvYclS5bgyJEjmnXPJ2JetmwZfvrpJ/Tr10/noAYMGIDhw4cjISEBkiTBw8MDbdq0wfDhwzFq1ChUqlQJVapUwbJly/Do0SMMHDgQ1tbWqFmzJn7//XfNcVQqFd5//33UqFEDlpaWqF27dp4HBZ88eYK6deti8ODBmnWxsbGwtrbGihUrkJaWBktLyzzHBIAtW7bA2toamZmZCAoKwvjx4/Ns/+eff2BmZoYDBw4AAL7//nt4e3vDwsICVapUwdtvv63p5/79+7FgwQJIkgRJknD9+nVER0dDkiT8/vvvaNiwIZRKJQ4ePAi1Wo2wsDBNfwICAvDzzz9rzvvw4UOEhISgcuXKsLS0hLe3N8LDwwE8e4hy2LBhcHZ2hoWFBdzd3REWFqZzjvTmzCoABXwT3TgE3I81eDhEpF9Zqixsvba1wG0bL280bDBEJJucu3dx65NPcdk/AJfrByJp/AQ8ffDA2GHpRKfbsZMmTcLRo0fRqlUr1KlTB5IkYfTo0Xjw4AFu3ryJLl26YPTo0ToHtWDBAnh5eWHp0qU4ceIEFAoFevbsiZUrV2LcuHE4fvw4Nm7ciKFDh2LLli3o3r07Jk6ciK+//hp9+/ZFQkICKlSoALVaDVdXV2zatAkODg44fPgwBg8eDGdnZ7zzzjuwsLDA2rVr0bRpUwQHB+P1119Hnz590KFDBwwaNAgA8Prrr2PdunXo3LmzJr61a9eiW7duqFChAkJCQjBnzhzMmjVL8wfCxo0b4eLigpYtW+LkyZMYMWIEVq9ejaCgIDx48AB//vmnpp9XrlxBvXr1MG3aNABA5cqVcf36dQDAhAkTMHfuXHh6eqJSpUoICwvDmjVr8MMPP8Db2xsHDhxAnz59ULlyZbRu3RqTJ0/GxYsX8fvvv8PR0RHXrl3D48ePAQDffvstfv31V/z000+oXr06EhMTNTOMFCQrKwtZWf8bF5iWllZo22J5nKLbNiIqFR7lPMLjp48L3PbP438MHA0RyUFkZyOh/wBk59YvAJD6yy94cvUKamzeLNub7GQjdKRWq8Xq1avFm2++KXx9fYWPj48IDg4WK1euFGq1WtfDanz99dfC3d1d87l169bilVde0Xx++vSpqFixoujbt69m3e3btwUAceTIkUKPGxoaKt5666086+bMmSMcHR3FsGHDhLOzs7h3755m25YtW4SVlZV49OiREEKI1NRUYWFhIX7//XchhBDJycnC1NRUHDhwQLNP8+bNxfjx44UQQmzevFnY2NiItLS0AuNp3bq1GDlyZJ51+/btEwDE1q1bNeuePHkiKlSoIA4fPpyn7fvvvy969+4thBCia9euYuDAgQWeZ/jw4eLVV1/VOjdTpkwReHZLN8+Smpqq1f7aurl7oRBTbPItKV9WFyInS6/nIiLjeGPLG6JeRL18y4yjM4wdGhHpQeqOHeJibZ8Cl/QDf+r/fKmpstQkz+k0rAJ4NoyiT58+2Lp1Ky5cuIBLly5h27Zt6Nevn2x/Ifj7+2v+rVAo4ODgkOfBwCpVqgB49sDgc4sWLULDhg1RuXJlWFlZYenSpUhISMhz3E8//RS1atXCd999hxUrVsDBwUGzrUuXLjAzM8Ovv/4KANi8eTNsbGzQvn17AM/u9L722mtYu3YtACA+Ph5HjhxBSMizB006dOgAd3d3eHp6om/fvli7dq3WDys2atRI8+9r164hMzMTHTp0gJWVlWZZtWoVYmOfDT8YOnQoNmzYgPr162PcuHE4fPiwZv8BAwYgJiYGtWvXxogRI7B79+4Xnvuzzz5DamqqZnnRXebiWJLWDCfUtfKseypMMPlJCBLTyug4a6Jy5tNGn8JUyvsflZUtK2NQvUFGioiI9Onfd4zzbbtxw3CB6InOxbExmJmZ5fksSVKedc+L8uevt96wYQPGjBmD999/H7t370ZMTAwGDhyI7OzsPMdJTk7GlStXoFAocPXq1TzbzM3N8fbbb2PdunUAgHXr1qFXr155HhAMCQnBzz//jJycHKxbtw5+fn6aot3a2hqnT5/G+vXr4ezsjC+++AIBAQFISUl5aX8rVqyo+XdGRgYAYPv27YiJidEsFy9e1Iw77ty5M27cuIHRo0cjKSkJ7dq1w5gxYwAADRo0QHx8PKZPn47Hjx/jnXfe0Yx9LohSqYSNjU2eRQ53HgF9sidiXM6H+EUVhPCnHdE1ewZ+VbfAvQxO90RUFrRybYU1wWvQrWY3NK3aFO/Xex8bX9+IqhWrGjs0ItIDZW2fQrdZ1K5V6LaSSucpIA4ePIgVK1YgLi4ODx8+zPdkoiRJOHv2bLEDLI5Dhw4hKCgIH3/8sWbd87us/zZo0CD4+fnh/fffx4cffoj27dujTp06mu0hISHo0KEDLly4gD/++ANfffVVnv3ffPNNDB48GDt37sS6devyPYxoamqK9u3bo3379pgyZQrs7Ozwxx9/oEePHjA3N4dKpXppX3x9faFUKpGQkIDWrVsX2q5y5cro378/+vfvj5YtW2Ls2LGYO3cuAMDGxga9evVCr1698Pbbb6NTp0548OBBgXNVG0pTTwfsvngXP6na4idVW816W0sz1HGWpyAnIsOr61AX01tMN3YYRCQDq9atYOHnhyfnz+dZX6FZM1Ro3NhIUelOp+J4/vz5GDt2LCwsLFC7dm2jFlcv4u3tjVWrVmHXrl2oUaMGVq9ejRMnTqBGjRqaNosWLcKRI0dw7tw5uLm5Yfv27QgJCcHRo0dhbm4OAGjVqhWqVq2KkJAQ1KhRA02bNs1znooVK6Jbt26YPHkyLl26hN69e2u2bdu2DXFxcWjVqhUqVaqEHTt2QK1Wo3bt2gAADw8PHDt2DNevX4eVlVWh19La2hpjxozB6NGjoVar8corryA1NRWHDh2CjY0N+vfvjy+++AINGzZE3bp1kZWVhW3btmmK/Pnz58PZ2RmBgYEwMTHBpk2bULVqVdjZ2enzkhdZr8Zu2HQyEX/fSc+zfmzH2rAwUxgpKiIiItKWpFCg+orluPf9YqTv3g0oFLDp3BmOQz4ydmg60ak4/r//+z+0aNECv/32G2xtbfUdk9589NFHOHPmDHr16gVJktC7d298/PHHmqnZ/v77b4wdOxbLly+Hm5sbgGfTrvn7+2Py5MmYPXs2AGj2nTNnDr744osCzxUSEoIuXbqgVatWqF69uma9nZ0dIiMjMXXqVDx58gTe3t5Yv3496tatCwAYM2YM+vfvD19fXzx+/Bjx8fGF9mf69OmoXLkywsLCEBcXBzs7OzRo0AATJ04E8GwIyGeffYbr16/D0tISLVu2xIYNGwA8K67nzJmDq1evQqFQoHHjxtixYwdMTIw7ssZKaYpNQ5pj7bEEHLp2D/YVzdG7SXU083R4+c5ERERUIiisrVFl/DhUGT/O2KEUmyT+Ox5CC7a2tpgzZw4++qh0/kVARZeWlgZbW1ukpqbKNv6YiIiI6GXkrkl0um3Ytm1bnP/PuBIiIiIiotJOp+J44cKFiIqKwty5c/GglL79hIiIiIjov3Qqjt3c3PDRRx9hwoQJqFy5MipWrJhv2q+SPBaZiIiIiKggOj2Q98UXX2DGjBmoVq0aGjVqxEKYiIiIiMoEnYrjH374AcHBwdi6davRZzsgIiIiItIXnSrb7OxsBAcHszAmIiIiojJFpzvHr7/+Ov78809O5VaOPJ/xLy0tzciREBERUXn2vBbRYTZireg0z/HVq1fRq1cvNGvWDO+//z6qV68OhSL/28xK6pvzqOhu3rypeVEKERERkbElJibC1dVV78fVqTj+93AKSZIKbadSqXSLikoctVqNpKQkWFtbvzDn+pKWlgY3NzckJibypSPFxGupP7yW+sNrqT+8lvrF66k/cl1LIQTS09Ph4uIiyxBfnWerMESBRCWHiYmJLH+dvczzqQGp+Hgt9YfXUn94LfWH11K/eD31R45rKedMaToVx1OnTtVzGERERERExsfpJoiIiIiIcul05/i5Q4cO4fTp00hNTYVarc6zTZIkTJ48uVjBUfmlVCoxZcoUKJVKY4dS6vFa6g+vpf7wWuoPr6V+8XrqT2m9ljo9kPfgwQMEBwfj+PHjEEJAkiTNdBrP/y1JEh/IIyIiIqJSRadhFWPHjsW5c+ewbt06xMXFQQiBXbt24cqVKxgyZAjq16+PpKQkfcdKRERERCQrnYrjHTt24KOPPkKvXr1gbW397EAmJqhZsyYWLVoEDw8PjBo1Sp9xEhERERHJTqfiOCUlBXXr1gUAWFlZAQAyMjI021977TXs2rVLD+ERERERERmOTsWxi4sL7ty5A+DZYGsnJyecPXtWs/3WrVucB5mIiIiISh2diuNWrVphz549ms+9evXCnDlzMGPGDEyfPh3ffPMN2rZtq7cgqeyaNWsWJEl64TCcyMhINGrUCHZ2dqhYsSLq16+P1atXGy7IUkSb6/lvGzZsgCRJ6Natm6xxlUbaXMuIiAhIkpRnsbCwMFyQpYS2X5cpKSkIDQ2Fs7MzlEolatWqhR07dhgmyFJCm2vZpk2bfF+XkiQhODjYcIGWAtp+XX7zzTeoXbs2LC0t4ebmhtGjR+PJkyeGCbKU0OZa5uTkYNq0afDy8oKFhQUCAgKwc+dOwwVZBDpN5fbJJ59gz549yMrKglKpxNSpU3HhwgXN1G2tWrXCwoUL9RoolT0nTpzAkiVL4O/v/8J29vb2mDRpEnx8fGBubo5t27Zh4MCBcHJyQseOHQ0Ubcmn7fV87vr16xgzZgxatmwpc2SlT1GupY2NDS5fvqz5zP81y0vba5mdnY0OHTrAyckJP//8M6pVq4YbN27Azs7OMIGWAtpey8jISGRnZ2s+379/HwEBAejZs6fcIZYa2l7LdevWYcKECVixYgWCgoJw5coVDBgwAJIkYf78+QaKtmTT9lp+/vnnWLNmDZYtWwYfHx/s2rUL3bt3x+HDhxEYGGigaLWj051jPz8/fPLJJ5p56ypVqoS9e/fiwYMHSE1NRXR0NJydnfUaKJUtGRkZCAkJwbJly1CpUqUXtm3Tpg26d++OOnXqwMvLCyNHjoS/vz8OHjxooGhLvqJcTwBQqVQICQnBl19+CU9PTwNEWHoU9VpKkoSqVatqlipVqhggytKhKNdyxYoVePDgAbZu3YoWLVrAw8MDrVu3RkBAgIGiLdmKci3t7e3zfE3u2bMHFSpUYHGcqyjX8vDhw2jRogXee+89eHh44LXXXkPv3r1x/PhxA0VbshXlWq5evRoTJ05Ely5d4OnpiaFDh6JLly6YN2+egaLVXpGL48zMTDRs2BA//PBDvm12dnaa2SuIXiQ0NBTBwcFo3759kfYTQiAqKgqXL19Gq1atZIqu9Cnq9Zw2bRqcnJzw/vvvyxxZ6VPUa5mRkQF3d3e4ubnhzTffxIULF2SOsPQoyrX89ddf0bx5c4SGhqJKlSqoV68eZs6cyfnyc+n6MxMAli9fjnfffRcVK1aUIbLSpyjXMigoCKdOndIUw3FxcdixYwe6dOkid5ilQlGuZVZWVr5hZ5aWliXyRleRh1VUqFAB8fHx/K9D0tmGDRtw+vRpnDhxQut9UlNTUa1aNWRlZUGhUOD7779Hhw4dZIyy9Cjq9Tx48CCWL1+OmJgYeQMrhYp6LWvXro0VK1bA398fqampmDt3LoKCgnDhwgW4urrKHG3JVtRrGRcXhz/++AMhISHYsWMHrl27ho8//hg5OTmYMmWKzNGWbLr8zHzu+PHj+Ouvv7B8+XIZIit9inot33vvPdy7dw+vvPIKhBB4+vQphgwZgokTJ8ocaclX1GvZsWNHzJ8/H61atYKXlxeioqIQGRlZIv8A1mlYRadOnThVG+kkMTERI0eOxNq1a4v04JK1tTViYmJw4sQJzJgxA5988gmio6PlC7SUKOr1TE9PR9++fbFs2TI4OjoaIMLSQ5evzebNm6Nfv36oX78+WrdujcjISFSuXBlLliyROdqSTZdrqVar4eTkhKVLl6Jhw4bo1asXJk2aVOD/UpYnuv7MfG758uXw8/NDkyZNZIiudNHlWkZHR2PmzJn4/vvvcfr0aURGRmL79u2YPn26zNGWbLpcywULFsDb21vz/NCwYcMwcOBAmJjoVIrKS+jg4sWLom7duqJPnz7izz//FDdv3hT379/PtxD915YtWwQAoVAoNAsAIUmSUCgU4unTp1od5/333xevvfaazNGWfEW9nmfOnMnXXpIkTftr164ZqSfGp6+vzbffflu8++67MkdbsulyLVu1aiXatWuXZ92OHTsEAJGVlWWo0Euc4nxdZmRkCBsbG/HNN98YMOKSS5dr+corr4gxY8bkWbd69WphaWkpVCqVoUIvcYrzdfn48WNx8+ZNoVarxbhx44Svr68BI9eOTrNVPH8ByMWLF7Fu3bpC25XEW+VkXO3atcP58+fzrBs4cCB8fHwwfvx4KBQKrY6jVquRlZUlR4ilSlGvp4+PT772n3/+OdLT07FgwQK4ubnJHnNJpY+vTZVKhfPnz5f78Yi6XMsWLVpg3bp1UKvVmjtJV65cgbOzM8zNzQ0Sd0lUnK/LTZs2ISsrC3369JE7zFJBl2uZmZmZ787m83ZCCPmCLeGK83VpYWGBatWqIScnB5s3b8Y777wjd7hFplNx/MUXX3DMMenE2toa9erVy7OuYsWKcHBw0Kzv168fqlWrhrCwMABAWFgYGjVqBC8vL2RlZWHHjh1YvXo1Fi9ebPD4S5qiXk8LC4t87Z9PlfXf9eWNLl+b06ZNQ7NmzVCzZk2kpKTg//7v/3Djxg188MEHBo+/JNHlWg4dOhTfffcdRo4cieHDh+Pq1auYOXMmRowYYfD4SxJdruVzy5cvR7du3eDg4GCweEsyXa5l165dMX/+fAQGBqJp06a4du0aJk+ejK5du2p9M6cs0uVaHjt2DLdu3UL9+vVx69YtTJ06FWq1GuPGjTN4/C+jU3E8depUPYdB9D8JCQl5/lJ/9OgRPv74Y9y8eROWlpbw8fHBmjVr0KtXLyNGWXr893qS7v57LR8+fIgPP/wQd+7cQaVKldCwYUMcPnwYvr6+RoyydPjvtXRzc8OuXbswevRo+Pv7o1q1ahg5ciTGjx9vxChLh4K+xy9fvoyDBw9i9+7dRoqqdPrvtfz8888hSRI+//xz3Lp1C5UrV0bXrl0xY8YMI0ZZOvz3Wj558gSff/454uLiYGVlhS5dumD16tUlci5zSZTn/xcgIiIiIvoXne4cP3fo0CGcPn0aqampUKvVebZJkqR5Yx4RERERUWmg053jBw8eIDg4GMePH4cQApIkaQamP/+3JEl8II+IiIiIShWdBiKOHTsW586dw7p16xAXFwchBHbt2oUrV65gyJAhqF+/PpKSkvQdKxERERGRrHQqjnfs2IGPPvoIvXr10rwu2sTEBDVr1sSiRYvg4eGBUaNG6TNOIiIiIiLZ6VQcp6SkaOY6trKyAgBkZGRotr/22mt8gx4RERERlTo6FccuLi64c+cOAECpVMLJyQlnz57VbL916xbnQSYiIiKiUken2SpatWqFPXv2YNKkSQCAXr16Yc6cOVAoFFCr1fjmm2/QsWNHvQZKRERERCQ3ne4cf/LJJ3jjjTc0r++dOnUqmjVrhsmTJ2PKlClo2LAhFi5cqNdAiYiIiMg4Dhw4gK5du8LFxQWSJGHr1q1l6nz/ptOdYz8/P/j5+Wk+V6pUCXv37kVKSgoUCoXmIT0iIiIiKv0ePXqEgIAADBo0CD169Chz5/u3Yr0E5L9K4isAiYiIiKh4OnfujM6dOxe6PSsrC5MmTcL69euRkpKCevXqYfbs2WjTpo0s55OTTsMqAOCff/7BmDFj4OvriwoVKqBChQrw9fXFmDFjcPfuXX3GSEREREQl2LBhw3DkyBFs2LAB586dQ8+ePdGpUydcvXrV2KEVmU5vyLtw4QLatWuH5ORkNG3aFLVq1QIAXLlyBceOHUPlypURFRWFevXq6T1gIiIiIjIeSZKwZcsWdOvWDQCQkJAAT09PJCQkwMXFRdOuffv2aNKkCWbOnKnX88lNp2EVoaGhUKlUOHbsGBo3bpxn2/Hjx9GlSxcMHz4c+/bt00uQRERERFQynT9/HiqVSnOz9LmsrCw4ODgAAP7++2/UqVPnhccZP348Zs2aJVuc2tKpOD5+/DgmTpyYrzAGgCZNmmDkyJEICwsrdnBEREREVLJlZGRAoVDg1KlTUCgUebY9f1mcp6cnLl269MLjPC+kjU2n4tjJyQkWFhaFbrewsICTk5POQRERERFR6RAYGAiVSoXk5GS0bNmywDbm5ubw8fExcGS60ak4HjVqFBYuXIg+ffqgatWqebYlJSVh8eLFGDVqlD7iIyIiIiIjy8jIwLVr1zSf4+PjERMTA3t7e9SqVQshISHo168f5s2bh8DAQPzzzz+IioqCv78/goOD9Xq+6tWr66VPhdHpgbz58+dj5cqViI2NRffu3VGzZk0AwNWrV7F161bUrFkT/fr1y3siScLo0aP1EzURERERGUx0dDTatm2bb33//v0RERGBnJwcfPXVV1i1ahVu3boFR0dHNGvWDF9++WWed2Po63xy0qk4NjEp+gxwkiRBpVIVeT8iIiIiIkPRaVhFfHy8vuMgIiIiIjI6ne4cExERERGVRTq/IY+IiIiIqKxhcUxERERElIvFMRERERFRLhbHRERERES5WBwTEREREeVicUxERERElEuneY4B4NKlSwgPD0dcXBwePnyI/84IJ0kSoqKiih0gEREREZGh6FQcr169GgMHDoSZmRlq166NSpUq5WvD6ZPLFrVajaSkJFhbW0OSJGOHQ0REROWUEALp6elwcXHR6a3NL6PTS0C8vLxgb2+P33//HY6OjnoPikqemzdvws3NzdhhEBEREQEAEhMT4erqqvfj6nTnOCkpCWPGjGFhXI5YW1sDePaFaGNjY+RoiIiIqLxKS0uDm5ubpjbRN52KY39/fyQlJek7FirBng+lsLGxYXFMRERERifXME+dBmrMnz8fy5cvx+HDh/UdDxERERGR0eh053j27NmwtbVFy5Yt4evri+rVq0OhUORpI0kSfvnlF70ESURERERkCDoVx+fOnYMkSahevToyMjJw8eLFfG04owERERERlTY6FcfXr1/XcxhERERERMan80tAiPTp5PUHOBx7H5UqmuMNfxfYVjAzdkhERESkJSEE/kj4A3uv74ZCUuA1z05o5drK2GHpRKd5jp/bv38/tm/fjhs3bgAA3N3dERwcjNatW+stQH0TQuCjjz7Czz//jIcPH+LMmTOoX79+oe2jo6PRtm1bPHz4EHZ2dgaLs6RJS0uDra0tUlNT9TpbhVot8MlPMdga87/ZT6yVplg+oDGa1LDX23mIiIhIPrN+G4MqP+5Ao6sCQgKO1paQ+XEvjGo/Re/nkqsmeU6n2Sqys7Px1ltv4dVXX8XcuXOxZ88e7NmzB3PnzsWrr76Kt99+Gzk5OfqOVS927tyJiIgIbNu2Dbdv30a9evWMFktERES5LrgBYMdft/MUxgCQnvUUYzad5VsWiYiISoHzt06j6YztaHZZwFQNmKmAlhcFfKZtQNzDWGOHV2Q6FcdffvkltmzZgk8//RS3b9/GgwcP8ODBA9y5cwdjxoxBZGQkpk2bpu9Y9SI2NhbOzs4ICgpC1apVYWpa8keWZGdnGzsE2fz+153cfwk44z6skAkASHiQiQtJacYLjIiIiLRy7de1qJqSf717MnBxx1qDx1NcOhXH69atQ//+/TFnzhxUqVJFs97JyQmzZ89Gv379sHr1ar0FqS8DBgzA8OHDkZCQAEmS4OHhgaysLIwYMQJOTk6wsLDAK6+8ghMnTuTb99SpU2jUqBEqVKiAoKAgXL58Watznj17Fm3btoW1tTVsbGzQsGFDnDx5EtHR0Rg4cCBSU1MhSRIkScLUqVMBAB4eHpg+fTr69esHGxsbDB48GABw8OBBtGzZEpaWlnBzc8OIESPw6NEjzbm+//57eHt7w8LCAlWqVMHbb7+t2fbzzz/Dz88PlpaWcHBwQPv27fPsaywKSUIbkzOIMh+DIxbDcVr5EeaZfQ8rZMJUwRlPiIiISjq7e0902lZS6VQc3759G02bNi10e9OmTXHnzp1CtxvLggULMG3aNLi6uuL27ds4ceIExo0bh82bN2PlypU4ffo0atasiY4dO+LBgwd59p00aRLmzZuHkydPwtTUFIMGDdLqnCEhIXB1dcWJEydw6tQpTJgwAWZmZggKCsI333wDGxsb3L59G7dv38aYMWM0+82dOxcBAQE4c+YMJk+ejNjYWHTq1AlvvfUWzp07h40bN+LgwYMYNmwYAODkyZMYMWIEpk2bhsuXL2Pnzp1o1erZQPjbt2+jd+/eGDRoEC5duoTo6Gj06NHjhcMWsrKykJaWlmeRw7seGVhi9jW8TG4DAMwlFd5SHMQPVj/CpyrfxEdERFTS+TYLLnRbveZvGDASPRE68PLyEr169Sp0e69evYSXl5cuh5bd119/Ldzd3YUQQmRkZAgzMzOxdu1azfbs7Gzh4uIi5syZI4QQYt++fQKA2Lt3r6bN9u3bBQDx+PHjl57P2tpaREREFLgtPDxc2Nra5lvv7u4uunXrlmfd+++/LwYPHpxn3Z9//ilMTEzE48ePxebNm4WNjY1IS0vLd7xTp04JAOL69esvjfe5KVOmCAD5ltTUVK2PoZVtnwoxxSbfop5iK0RKon7PRURERHqnVqnE+e6vi4u1ffIsF/q8I8v5UlNT5alJcul057h///746aefMGTIEFy+fBkqlQpqtRqXL1/G0KFDsWnTJgwYMEA/1buMYmNjkZOTgxYtWmjWmZmZoUmTJrh06VKetv7+/pp/Ozs7AwCSk5Nfeo5PPvkEH3zwAdq3b49Zs2YhNla7gemNGjXK8/ns2bOIiIiAlZWVZunYsSPUajXi4+PRoUMHuLu7w9PTE3379sXatWuRmfls/G5AQADatWsHPz8/9OzZE8uWLcPDhw9feP7PPvsMqampmiUxMVGruIssLanA1RIEkHZbnnMSERGR3kgmJqizagPsP/wAwrUqRHUXOIR+DJ9lK40dmk50Ko4nTpyIfv36YenSpfD19YWFhQWUSiV8fX2xZMkS9OvXDxMnTtR3rEZlZva/eXefv/1PrVa/dL+pU6fiwoULCA4Oxh9//AFfX19s2bLlpftVrFgxz+eMjAx89NFHiImJ0Sxnz57F1atX4eXlBWtra5w+fRrr16+Hs7MzvvjiCwQEBCAlJQUKhQJ79uzB77//Dl9fXyxcuBC1a9dGfHx8oedXKpWwsbHJs8jCrUkhAdgATnXkOScRERHplcKqIqp8+il89+6D7+4oOA0fDhMLC2OHpROdimOFQoGIiAjExMRgxowZ+OCDD/DBBx9gxowZiImJQXh4OExMdDq0QXl5ecHc3ByHDh3SrMvJycGJEyfg6+urt/PUqlULo0ePxu7du9GjRw+Eh4cDAMzNzaFSqbQ6RoMGDXDx4kXUrFkz32Jubg4AMDU1Rfv27TFnzhycO3cO169fxx9//AHgWUHfokULfPnllzhz5gzMzc21KtJl13AAYO+Vf32rsYDSyuDhEBERUflWrHnM/P398ww3KG0qVqyIoUOHYuzYsbC3t0f16tUxZ84cZGZm4v333y/28R8/foyxY8fi7bffRo0aNXDz5k2cOHECb731FoBns1JkZGQgKioKAQEBqFChAipUqFDgscaPH49mzZph2LBh+OCDD1CxYkVcvHgRe/bswXfffYdt27YhLi4OrVq1QqVKlbBjxw6o1WrUrl0bx44dQ1RUFF577TU4OTnh2LFj+Oeff1CnTgm4M2tpB7y/Bzi6CIjbD1RweFYw+3QxdmRERERUDpX8SX5lNmvWLKjVavTt2xfp6elo1KgRdu3ahUqVKhX72AqFAvfv30e/fv1w9+5dODo6okePHvjyyy8BAEFBQRgyZAh69eqF+/fvY8qUKZrp3P7L398f+/fvx6RJk9CyZUsIIeDl5YVevXoBAOzs7BAZGYmpU6fiyZMn8Pb2xvr161G3bl1cunQJBw4cwDfffIO0tDS4u7tj3rx56Ny5c7H7qBcVHYB2XwDtjB0IERERlXdavT7axMQEJiYmyMzMhLm5OUxMTDTjbgs9sCTh6dOneguUjEvuVzUSERERaUPumkSrO8dffPEFJEnSvE3u+WciIiIiorJEqzvHVLi6devixo0bBW5bsmQJQkJCDByRPHjnmIiIiEqCEnHn+L+mTZuGHj16oF69egVuv3DhAjZv3owvvviiWMGVBjt27EBOTk6B2/79am0iIiIiKvl0unNsYmKCNWvW4L333itw+8aNG/Hee+9pPU0ZlXy8c0xEREQlgdw1iSyTET948EAz9y4RERERUWmh9bCKAwcOIDo6WvM5MjIS165dy9cuJSUFGzduhJ+fn14CJCIiIiIyFK2L43379mnm55UkCZGRkYiMjCyw7fNXFFPZ8Xz0TVpampEjISIiovLseS0i15wSWo85fvz4MTIzMyGEgJOTE3744QfNm940B5MkVKhQARal9F3aVLibN2/Czc3N2GEQERERAQASExPh6uqq9+Pq9EDejRs3ULly5UJfdUxlj1qtRlJSEqytrTnHdRGlpaXBzc0NiYmJfJixBGA+Sg7momRhPkoW5qNwQgikp6fDxcUFJib6f3xOp6nc3N3d9R0HlXAmJiay/HVWntjY2PAHXAnCfJQczEXJwnyULMxHwWxtbWU7tk7FMQCcO3cOCxcuxOnTp5Gamgq1Wp1nuyRJiI2NLXaARERERESGotO96OjoaDRp0gTbtm2Di4sL4uLi4OnpCRcXF9y4cQNWVlZo1aqVvmMlIiIiIpKVTsXxF198AU9PT1y+fBnh4eEAgIkTJ+LgwYM4fPgwbt68iXfeeUevgRKVVkqlElOmTIFSqTR2KATmoyRhLkoW5qNkYT6MR6cH8qysrPDll1/i008/xcOHD+Hg4IBdu3ahQ4cOAIDPPvsMe/bswcmTJ/UeMBERERGRXHS6c2xqagpra2sAgJ2dHczMzJCcnKzZ7unpiYsXL+onQiIiIiIiA9GpOK5ZsyauXr0K4NmDdz4+PtiyZYtm+/bt21G1alX9REhEREREZCA6FcddunTB+vXr8fTpUwDAJ598gsjISHh7e8Pb2xu//vorPvroI70GSkREREQkN53GHOfk5CAtLQ329vaaF0KsWbMGmzdvhkKhwOuvv44BAwboO1YiIiIiIlnpdOfYzMwMDg4Oed6U1qdPH2zZsgU///wzC2Mqs9LT0zFq1Ci4u7vD0tISQUFBOHHixAv3iY6ORoMGDaBUKlGzZk1ERETk2R4WFobGjRvD2toaTk5O6NatGy5fvixjL8oOOfLxb7NmzYIkSRg1apR+Ay+j5MrHrVu30KdPHzg4OMDS0hJ+fn584FsLcuRDpVJh8uTJqFGjBiwtLeHl5YXp06dDh/ts5UpRc3H79m289957qFWrFkxMTAr9GbRp0yb4+PjAwsICfn5+2LFjh0w9KGeEnqjVahEVFSV27Ngh0tLS9HVYohLlnXfeEb6+vmL//v3i6tWrYsqUKcLGxkbcvHmzwPZxcXGiQoUK4pNPPhEXL14UCxcuFAqFQuzcuVPTpmPHjiI8PFz89ddfIiYmRnTp0kVUr15dZGRkGKpbpZYc+Xju+PHjwsPDQ/j7+4uRI0fK3JOyQY58PHjwQLi7u4sBAwaIY8eOibi4OLFr1y5x7do1Q3Wr1JIjHzNmzBAODg5i27ZtIj4+XmzatElYWVmJBQsWGKpbpVJRcxEfHy9GjBghVq5cKerXr1/gz6BDhw4JhUIh5syZIy5evCg+//xzYWZmJs6fPy9zb8o+nYrjiRMnijZt2mg+q9Vq0b59e2FiYiIkSRLu7u78wUVlTmZmplAoFGLbtm151jdo0EBMmjSpwH3GjRsn6tatm2ddr169RMeOHQs9T3JysgAg9u/fX/ygyzA585Geni68vb3Fnj17ROvWrVkca0GufIwfP1688sor+g+4jJMrH8HBwWLQoEF52vTo0UOEhIToKfKyR5dc/FthP4PeeecdERwcnGdd06ZNxUcffVSseEkInYZVbN68GU2aNNF8/vnnnxEVFYWvvvoK27Ztg0qlwtSpU/V0b5uoZHj69ClUKhUsLCzyrLe0tMTBgwcL3OfIkSNo3759nnUdO3bEkSNHCj1PamoqAMDe3r6YEZdtcuYjNDQUwcHB+dpS4eTKx6+//opGjRqhZ8+ecHJyQmBgIJYtW6b/DpQxcuUjKCgIUVFRuHLlCgDg7NmzOHjwIDp37qznHpQduuRCG7r8fiHt6FQc37p1CzVr1tR8joyMhK+vLz777DN06dIFQ4cORXR0tL5iJCoRrK2t0bx5c0yfPh1JSUlQqVRYs2YNjhw5gtu3bxe4z507d1ClSpU866pUqYK0tDQ8fvw4X3u1Wo1Ro0ahRYsWqFevniz9KCvkyseGDRtw+vRphIWFyd6HskSufMTFxWHx4sXw9vbGrl27MHToUIwYMQIrV66UvU+lmVz5mDBhAt599134+PjAzMwMgYGBGDVqFEJCQmTvU2mlSy60UVi+7ty5U9yQyz2dXwKSlZUFABBCICoqCp06ddJsr1KlCu7du6efCIlKkNWrV0MIgWrVqkGpVOLbb79F7969YWKi07dSPqGhofjrr7+wYcMGvRyvrNN3PhITEzFy5EisXbs2310eejk5vj/UajUaNGiAmTNnIjAwEIMHD8aHH36IH374QY+Rl01y5OOnn37C2rVrsW7dOpw+fRorV67E3Llz+cfKS8j9u4P0S6es1KtXD2vWrMHDhw8RHh6O+/fvIzg4WLP9xo0bcHR01FuQRCWFl5cX9u/fj4yMDCQmJuL48ePIycmBp6dnge2rVq2Ku3fv5ll39+5d2NjYwNLSMs/6YcOGYdu2bdi3bx9cXV1l60NZou98nDp1CsnJyWjQoAFMTU1hamqK/fv349tvv4WpqSlUKpUhulVqyfH94ezsDF9f3zxt6tSpg4SEBHk6UYbIkY+xY8dq7h77+fmhb9++GD16NP+n5SWKmgttFJYvvoSt+HQqjr/44gvExMTA0dERH374IVq0aIG2bdtqtm/fvh2NGzfWW5BEJU3FihXh7OyMhw8fYteuXXjzzTcLbNe8eXNERUXlWbdnzx40b95c81kIgWHDhmHLli34448/UKNGDVljL4v0lY927drh/PnziImJ0SyNGjVCSEgIYmJioFAoZO9LWaDP748WLVrkm9rwypUrcHd313/gZZQ+85GZmZnvbqdCoYBardZ/4GWQtrnQhjb5Ih3p+iTfhQsXxDfffCMiIiLE48ePNesfPHggRo0aJfbt21esJwWJSqKdO3eK33//XcTFxYndu3eLgIAA0bRpU5GdnS2EEGLChAmib9++mvbPp0YaO3asuHTpkli0aFG+qZGGDh0qbG1tRXR0tLh9+7ZmyczMNHj/Shs58vFfnK1Ce3Lk4/jx48LU1FTMmDFDXL16Vaxdu1ZUqFBBrFmzxuD9K23kyEf//v1FtWrVNFO5RUZGCkdHRzFu3DiD9680KWouhBDizJkz4syZM6Jhw4bivffeE2fOnBEXLlzQbD906JAwNTUVc+fOFZcuXRJTpkzhVG56ord5jonKg40bNwpPT09hbm4uqlatKkJDQ0VKSopme//+/UXr1q3z7LNv3z5Rv359YW5uLjw9PUV4eHie7QAKXP7bjvKTIx//xeJYe3Ll47fffhP16tUTSqVS+Pj4iKVLl8rck7JBjnykpaWJkSNHiurVqwsLCwvh6ekpJk2aJLKysgzQo9JLl1wU9HvB3d09T5uffvpJ1KpVS5ibm4u6deuK7du3G6A3ZZ9Or48mIiIiIiqLTLVpZGJiAhMTE2RmZsLc3BwmJiZ5Xh1dEEmS8PTpU70ESURERERkCFoVx1988QUkSYKpqWmez0REREREZQmHVRARERER5eLs00REREREubQaVlGYAwcOIC4uDg8fPsR/b0BLkoTRo0cXKzgiIiIiIkPSaVhFTEwMevXqhWvXruUrijUHliS+TYqIiIiIShWd7hx/8MEHSE5Oxg8//ICmTZvC1tZW33ERERERERmcTmOOL1y4gIkTJ+LDDz+Ev78/3N3dC1yIiIiIqPQ7cOAAunbtChcXF0iShK1bt5ap8/2bTsWxt7c3p3IjIiIiKicePXqEgIAALFq0qEye7990GnMcGRmJTz/9FAcPHkS1atXkiIuIiIiISiBJkrBlyxZ069ZNsy4rKwuTJk3C+vXrkZKSgnr16mH27Nlo06aNLOeTk05jjnv06IEnT56gdu3aaNeuHVxdXaFQKPK0kSQJCxYs0EuQRERERFRyDRs2DBcvXsSGDRvg4uKCLVu2oFOnTjh//jy8vb2NHV6R6HTneP/+/XjjjTeQnp5e+IE5WwURERFRmfPfO7kJCQnw9PREQkICXFxcNO3at2+PJk2aYObMmXo9n9x0GnM8fPhw2NjYYNeuXUhJSYFarc63sDAmIiIiKvvOnz8PlUqFWrVqwcrKSrPs378fsbGxAIC///4bkiS9cJkwYYKRe/KMTsMqrl27hlmzZqFDhw76joeIiIiISpGMjAwoFAqcOnUq3zBbKysrAICnpycuXbr0wuM4ODjIFmNR6FQc161bF6mpqfqOhYiIiIhKmcDAQKhUKiQnJ6Nly5YFtjE3N4ePj4+BI9ONTsXx3LlzERISgo4dO6JJkyb6jomIiIiISpCMjAxcu3ZN8zk+Ph4xMTGwt7dHrVq1EBISgn79+mHevHkIDAzEP//8g6ioKPj7+yM4OFiv56tevbpe+lQYnR7Ie+ONN3D16lVcuXIFvr6+qF69eoGzVfzyyy96C5SIiIiIjCM6Ohpt27bNt75///6IiIhATk4OvvrqK6xatQq3bt2Co6MjmjVrhi+//BJ+fn56P5+cdCqOPTw8XvoSEEmSEBcXp3NgRERERESGplNxTERERERUFuk0lRsRERERUVmk1QN5CQkJAKAZAP3888vIPWCaiIiIiEiftBpWYWJiAkmS8PjxY5ibm2s+vwxfBEJEREREpYlWd45XrFgBSZJgZmaW5zMRERERUVnCB/KIiIiIiHLp9EDeoEGDcOzYsUK3Hz9+HIMGDdI5KCIiIiIiY9CpOI6IiEBsbGyh2+Pj47Fy5UqdgyIiIiIiMgZZpnJLSkqCpaWlHIcmIiIiIpKNVg/kAcAvv/yS53XQS5cuxd69e/O1S0lJwd69e9G4cWP9REglglqtRlJSEqytrfkwJhERERmNEALp6elwcXGBiYn+7/NqXRxfvHgRmzZtAvDs1dDHjh3DqVOn8rSRJAkVK1ZEq1atMH/+fP1GSkaVlJQENzc3Y4dBREREBABITEyEq6ur3o+r02wVJiYmWLNmDd577z29B0QlU2pqKuzs7JCYmAgbGxtjh0NERETlVFpaGtzc3JCSkgJbW1u9H1/rO8f/plar9R0HlXDPh1LY2NiwOCYiIiKjk2uYp07F8XN//fUXduzYgevXrwMAPDw80LlzZ/j5+ekjNiIiIiIig9JpWEVWVhY++ugjrF69GkIIzWBotVoNSZIQEhKCH3/8Eebm5noPmIwjLS0Ntra2SE1N5Z1jIiIiMhq5axKdHvEbP348Vq1ahaFDh+LSpUt48uQJsrKycOnSJQwZMgRr1qzBuHHj9B0rEREREZGsdLpz7OjoiODg4EJf9NG3b1/8/vvvuHfvXrEDpJKBd46JiIioJCiRd45zcnLQrFmzQrcHBQXh6dOnOgdFRERERGQMOhXHHTt2xK5duwrdvnPnTrz22ms6B1VeCSEwePBg2NvbQ5IkxMTEGDskIiIionJFp+J4+vTpiI+PR48ePRAVFYUbN27gxo0b2Lt3L7p3744bN25g+vTpePDgQZ6FXmznzp2IiIjAtm3bcPv2bdSrV08vx42OjkaDBg2gVCpRs2ZNRERE6OW4RERERM89efoE+xP348+bfyJblW3scHSm01RuderUAQCcP38+zyulgWd3PwHA19c3334qlUqX05UbsbGxcHZ2RlBQkN6OGR8fj+DgYAwZMgRr165FVFQUPvjgAzg7O6Njx456Ow8RERGVX38k/IHJhyYjLTsNAGBvYY/ZrWajmXPhw3BLKp0eyJs6dapOEy9PmTKlyPuUFwMGDMjzgKO7uzs8PDzg7+8PCwsLzdR4Q4YMwdSpUzXtUlJSMGbMGPzyyy/IyspCo0aN8PXXXyMgIADAs5lFtm/fjr/++kuzz7vvvouUlBTs3LlT6/jkHPyec/s27i1ZgswjR6Gwt4fdO+/Arns3vZ6DiIiI5HHv8T102twJWaqsPOutzKyw5+09sDK30uv55H4gT6c7x/8uzkg/FixYAC8vLyxduhQnTpyAQqFAz549sXLlSnzyySc4duwYjhw5ggEDBqBFixbo0KEDAKBnz56wtLTE77//DltbWyxZsgTt2rXDlStXYG9vjyNHjqB9+/Z5ztWxY0eMGjXqhfFkZWUhK+t/X+RpaWl67zMAPH3wANd7v4end+48W3HjBh6fOYOcxERUHjFclnMSERGR/uy6vitfYQwAGTkZ2Je4D129uhohKt3pNOb4uUePHuH27dvIyMjQVzzllq2tLaytraFQKFC1alVUrlwZAODv748pU6bA29sb/fr1Q6NGjRAVFQUAOHjwII4fP45NmzahUaNG8Pb2xty5c2FnZ4eff/4ZAHDnzh1UqVIlz7mqVKmCtLQ0PH78uNB4wsLCYGtrq1nc3Nxk6ffDDRv+Vxj/y/3wcKjS02U5JxEREenP/YzUQrc9fFz6fpcXuTi+fv06Pv74Y7i7u8PGxgaurq6wtbVF9erVERoaivj4eDniLLf8/f3zfHZ2dkZycjIA4OzZs8jIyICDgwOsrKw0S3x8PGJjY4t13s8++wypqamaJTExsVjHK8yTCxcLXC8eP0Z2MftARERE8nO8nlLgehMhYHuj9N1ALdKwil9++QV9+/ZFRkYGPDw80LVrV1hbWyM9PR3nzp3D4sWLsWrVKqxZswZvvvmmXDGXK2ZmZnk+S5IEtVoNAMjIyICzszOio6Pz7WdnZwcAqFq1Ku7evZtn2927d2FjYwNLS8tCz6tUKqFUKosXvBbMXV0L3qBQwNTFRfbzExERUfF4PUrDoNRUrLCzzbN++MNUOFuWvtnKtC6OL168iF69esHT0xNLlixBy5Yt87X5888/MWTIELz77rs4depUgTNWkP40aNAAd+7cgampKTw8PAps07x5c+zYsSPPuj179qB58+YGiPDlKvV+Fw9/+gniP0M8bIK7wMzJyUhRERERkbZcajfE6F2L0TbzMXZXrACFADo9ykTd7Gwkt2tk7PCKTOthFTNnzoSjoyMOHjxYYGEMAC1btsSff/4JBwcHhIWF6S1IKlj79u3RvHlzdOvWDbt378b169dx+PBhTJo0CSdPngQADBkyBHFxcRg3bhz+/vtvfP/99/jpp58wevRoI0f/jLmHB6ovWwqL3OEjJhUqoFKfPnCePt3IkREREZE23Jr2wO0KtVE/KxvjHqTg04cpqJudjVs2DeDk3/7lByhhtL5zvG/fPnzwwQewt7d/YTt7e3sMGjQIy5cvL3Zw9GKSJGHHjh2YNGkSBg4ciH/++QdVq1ZFq1atNA/h1ahRA9u3b8fo0aOxYMECuLq64scffyxRcxxXaNQINX7aCPWjR5CUSkimOk2iQkRERMZgooDz8F248+tUVLi2DUJS4Entbqj2+hfGjkwnWs9zbGFhgcWLF2PgwIEvbRseHo6hQ4fiyZMnxQ6QSga55xQkIiIi0obcNYnWwyocHR21nokiPj4ejo6OOgdFRERERGQMWhfHbdq0wfLly/HgwYufOnzw4AGWL1+ONm3aFDc2IiIiIiKD0ro4njhxIu7fv49WrVrh8OHDBbY5fPgwWrdujfv37+Ozzz7TW5BERERERIag9ZNPvr6+WLduHfr164eWLVvCw8MDAQEBeeY5jo+Ph4WFBdasWYO6devKGTcRERERkd5p/UDec3FxcZgzZw62bduGpKQkzXpnZ2e8/vrrGDt2LGrWrKn3QMm4+EAeERERlQRy1yRFLo7/LS0tDenp6bC2tmbBVMalpqbCzs4OiYmJzDUREREZTVpaGtzc3JCSkgJbW9uX71BExZpQ1sbGhoVSOZGeng4AcHNzM3IkRERERM9qEzmK42LdOabyQ61WIykpCdbW1pAkSbP++V9vvKNcMjAfJQdzUbIwHyUL81GylLZ8CCGQnp4OFxcXmJhoPbeE1vgqMtKKiYkJXF1dC93O/0UoWZiPkoO5KFmYj5KF+ShZSlM+5Lhj/Jz+y20iIiIiolKKxTERERERUS4Wx1QsSqUSU6ZMgVKpNHYoBOajJGEuShbmo2RhPkoW5iMvPpBHRERERJSLd46JiIiIiHKxOCYiIiIiysXimIiIiIgoF4tjIiIiIqJcLI6JiIiIiHKxOCYAwNSpUyFJUp7Fx8fnhft88803qF27NiwtLeHm5obRo0fjyZMnedrcunULffr0gYODAywtLeHn54eTJ0/K2ZUyQY58qFQqTJ48GTVq1IClpSW8vLwwffp0cMKalytqPnJycjBt2jR4eXnBwsICAQEB2LlzZ752ixYtgoeHBywsLNC0aVMcP35czm6UGXLkIywsDI0bN4a1tTWcnJzQrVs3XL58We6ulAlyfX88N2vWLEiShFGjRskQfdkjVz7K0+9zvj6aNOrWrYu9e/dqPpuaFv7lsW7dOkyYMAErVqxAUFAQrly5ggEDBkCSJMyfPx8A8PDhQ7Ro0QJt27bF77//jsqVK+Pq1auoVKmS7H0pC/Sdj9mzZ2Px4sVYuXIl6tati5MnT2LgwIGwtbXFiBEjZO9PaVeUfHz++edYs2YNli1bBh8fH+zatQvdu3fH4cOHERgYCADYuHEjPvnkE/zwww9o2rQpvvnmG3Ts2BGXL1+Gk5OT7P0p7fSdj/379yM0NBSNGzfG06dPMXHiRLz22mu4ePEiKlasKHt/Sjt95+O5EydOYMmSJfD395ct9rJI3/kod7/PBZEQYsqUKSIgIEDr9qGhoeLVV1/Ns+6TTz4RLVq00HweP368eOWVV/QVYrkiRz6Cg4PFoEGD8rTp0aOHCAkJKVas5UFR8+Hs7Cy+++67POv+e62bNGkiQkNDNZ9VKpVwcXERYWFhxY63rJMjH/+VnJwsAIj9+/frGma5IVc+0tPThbe3t9izZ49o3bq1GDlypB6iLfvkyEd5+33OYRWkcfXqVbi4uMDT0xMhISFISEgotG1QUBBOnTql+W/guLg47NixA126dNG0+fXXX9GoUSP07NkTTk5OCAwMxLJly2TvR1mh73wEBQUhKioKV65cAQCcPXsWBw8eROfOneXtSBlRlHxkZWXBwsIizzpLS0scPHgQAJCdnY1Tp06hffv2mu0mJiZo3749jhw5Ik8Hyhh95qMgqampAAB7e3v9BFzGyZGP0NBQBAcH5/k+Ie3oOx/l7ve5satzKhl27NghfvrpJ3H27Fmxc+dO0bx5c1G9enWRlpZW6D4LFiwQZmZmwtTUVAAQQ4YMybNdqVQKpVIpPvvsM3H69GmxZMkSYWFhISIiIuTuTqknRz5UKpUYP368kCRJmJqaCkmSxMyZM+XuSplQ1Hz07t1b+Pr6iitXrgiVSiV2794tLC0thbm5uRBCiFu3bgkA4vDhw3n2Gzt2rGjSpIns/Snt9J2P/1KpVCI4ODjP/7xQ4eTIx/r160W9evXE48ePhRCCd46LQI58lLff5yyOqUAPHz4UNjY24scffyxw+759+0SVKlXEsmXLxLlz50RkZKRwc3MT06ZN07QxMzMTzZs3z7Pf8OHDRbNmzWSNvSzSRz7Wr18vXF1dxfr168W5c+fEqlWrhL29fZn94Sanl+UjOTlZvPnmm8LExEQoFApRq1Yt8fHHHwsLCwshBItjfStuPv5ryJAhwt3dXSQmJsoZdplV3HwkJCQIJycncfbsWc0+LI51p4/vj/L2+5zDKqhAdnZ2qFWrFq5du1bg9smTJ6Nv37744IMP4Ofnh+7du2PmzJkICwuDWq0GADg7O8PX1zfPfnXq1Hnhf+9QwfSRj7Fjx2LChAl499134efnh759+2L06NEICwszZFfKhJflo3Llyti6dSsePXqEGzdu4O+//4aVlRU8PT0BAI6OjlAoFLh7926e/e7evYuqVavKHn9ZU9x8/NuwYcOwbds27Nu3D66urnKHXiYVNx+nTp1CcnIyGjRoAFNTU5iammL//v349ttvYWpqCpVKZcjulHr6+P4ob7/PWRxTgTIyMhAbGwtnZ+cCt2dmZsLEJO+Xj0KhAADN1GAtWrTINxXSlStX4O7uLkPEZZs+8lFYm+fFM2nvZfl4zsLCAtWqVcPTp0+xefNmvPnmmwAAc3NzNGzYEFFRUZq2arUaUVFRaN68uayxl0XFzQfw7Ptk2LBh2LJlC/744w/UqFFD7rDLrOLmo127djh//jxiYmI0S6NGjRASEoKYmBjNzzbSjj6+P8rd73Mj37mmEuLTTz8V0dHRIj4+Xhw6dEi0b99eODo6iuTkZCGEEH379hUTJkzQtJ8yZYqwtrYW69evF3FxcWL37t3Cy8tLvPPOO5o2x48fF6ampmLGjBni6tWrYu3ataJChQpizZo1Bu9faSNHPvr37y+qVasmtm3bJuLj40VkZKRwdHQU48aNM3j/Spui5uPo0aNi8+bNIjY2Vhw4cEC8+uqrokaNGuLhw4eaNhs2bBBKpVJERESIixcvisGDBws7Oztx584dQ3ev1JEjH0OHDhW2trYiOjpa3L59W7NkZmYaunuljhz5+C8Oq9CeHPkob7/PWRyTEEKIXr16CWdnZ2Fubi6qVasmevXqJa5du6bZ3rp1a9G/f3/N55ycHDF16lTh5eUlLCwshJubm/j444/z/XD77bffRL169YRSqRQ+Pj5i6dKlBupR6SZHPtLS0sTIkSNF9erVhYWFhfD09BSTJk0SWVlZBuxZ6VTUfERHR4s6deoIpVIpHBwcRN++fcWtW7fyHXfhwoWievXqwtzcXDRp0kQcPXrUEN0p9eTIB4ACl/DwcAP1qvSS6/vj31gca0+ufJSn3+eSEHw9FhERERERwDHHREREREQaLI6JiIiIiHKxOCYiIiIiysXimIiIiIgoF4tjIiIiIqJcLI6JiIiIiHKxOCYiIiIiysXimIiIiIhe6MCBA+jatStcXFwgSRK2bt1aps73byyOiYiIiOiFHj16hICAACxatKhMnu/fTA1+RiIiIiIqVTp37ozOnTsXuj0rKwuTJk3C+vXrkZKSgnr16mH27Nlo06aNLOeTE+8cExEREVGxDBs2DEeOHMGGDRtw7tw59OzZE506dcLVq1eNHVqRsTgmIiIiIp0lJCQgPDwcmzZtQsuWLeHl5YUxY8bglVdeQXh4uLHDKzIWx0RERESks/Pnz0OlUqFWrVqwsrLSLPv370dsbCwA4O+//4YkSS9cJkyYYOSePMMxx0RERESks4yMDCgUCpw6dQoKhSLPNisrKwCAp6cnLl269MLjODg4yBZjUbA4JiIiIiKdBQYGQqVSITk5GS1btiywjbm5OXx8fAwcmW5YHBMRERHRC2VkZODatWuaz/Hx8YiJiYG9vT1q1aqFkJAQ9OvXD/PmzUNgYCD++ecfREVFwd/fH8HBwXo9X/Xq1fXSp8JIQggh6xmIiIiIqFSLjo5G27Zt863v378/IiIikJOTg6+++gqrVq3CrVu34OjoiGbNmuHLL7+En5+f3s8nJxbHRERERES5OFsFEREREVEuFsdERERERLlYHBMRERER5WJxTERERESUi8UxEREREVEuFsdERERERLlYHBMRERER5WJxTERERESUi8UxEREREVEuU2MHQKWDWq1GUlISrK2tIUmSscMhIiKickoIgfT0dLi4uMDERP/3eVkck1aSkpLg5uZm7DCIiIiIAACJiYlwdXXV+3FZHJNWrK2tATz7QrSxsTFyNERERFRepaWlwc3NTVOb6BuLY9LK86EUNjY2LI6JiIjI6OQa5skH8oiIiIiIcrE4JiIiIiLKxeKYiIiIiCgXi2MiIiIiolwsjomIiIiIcpW74lgIgcGDB8Pe3h6SJCEmJsbYISEiIgJ2dnbGDoOISFZPVWqkPs4xdhhERC9U7qZy27lzJyIiIhAdHQ1PT084OjoaOyQiojJNrRb4JuoqVh25jpTMHHg6VsSYjrXRxc/Z2KEREeVT7orj2NhYODs7IygoyNihlAg5OTkwMzMzdhhEVIZ9vfcKtuw7jA8Vf8DF7D7OPvTChHWtYPdBWwR58QYFEZUs5WpYxYABAzB8+HAkJCRAkiR4eHigTZs2GDZsGIYNGwZbW1s4Ojpi8uTJEEJo9vv+++/h7e0NCwsLVKlSBW+//bZmm1qtRlhYGGrUqAFLS0sEBATg559/1myPjo6GJEnYvn07/P39YWFhgWbNmuGvv/7KF9/WrVs15+nYsSMSExPzbJ81axaqVKkCa2trvP/++5gwYQLq16+v2X7ixAl06NABjo6OsLW1RevWrXH69Ok8x5AkCYsXL8Ybb7yBihUrYsaMGcW9rEREhcp+qsa5wzuxy3w8Bj7ciVcTT2Pik7XYYjYZP+0/Y+zwiIjyKVfF8YIFCzBt2jS4urri9u3bOHHiBABg5cqVMDU1xfHjx7FgwQLMnz8fP/74IwDg5MmTGDFiBKZNm4bLly9j586daNWqleaYYWFhWLVqFX744QdcuHABo0ePRp8+fbB///485x47dizmzZuHEydOoHLlyujatStycv439i4zMxMzZszAqlWrcOjQIaSkpODdd9/VbP/pp58wdepUzJw5EydPnoSzszO+//77POdIT09H//79cfDgQRw9ehTe3t7o0qUL0tPT87SbOnUqunfvjvPnz2PQoEEFXqusrCykpaXlWYiIiirtSQ7GZC5Hwl4b3IhyRNLRSri23QkmJx8j6M46Y4dHRJSfKGe+/vpr4e7urvncunVrUadOHaFWqzXrxo8fL+rUqSOEEGLz5s3CxsZGpKWl5TvWkydPRIUKFcThw4fzrH///fdF7969hRBC7Nu3TwAQGzZs0Gy/f/++sLS0FBs3bhRCCBEeHi4AiKNHj2raXLp0SQAQx44dE0II0bx5c/Hxxx/nOU/Tpk1FQEBAoX1VqVTC2tpa/Pbbb5p1AMSoUaMK3ee5KVOmCAD5ltTU1JfuS0T0nCr9njjzmqe4WNsn33JugJ+xwyOiUig1NVXWmqRc3TkuTLNmzfK8n7t58+a4evUqVCoVOnToAHd3d3h6eqJv375Yu3YtMjMzAQDXrl1DZmYmOnToACsrK82yatUqxMbG5jlH8+bNNf+2t7dH7dq1cenSJc06U1NTNG7cWPPZx8cHdnZ2mjaXLl1C06ZNCz0mANy9excffvghvL29YWtrCxsbG2RkZCAhISFPu0aNGr30mnz22WdITU3VLP8d4kFEpJWnAqYJBT/XkHJDbeBgiIhertw9kFdU1tbWOH36NKKjo7F792588cUXmDp1Kk6cOIGMjAwAwPbt21GtWrU8+ymVSoPH2r9/f9y/fx8LFiyAu7s7lEolmjdvjuzs7DztKlas+NJjKZVKo/SBiMqWB9kZUAipwG3ZvD9DRCUQfzIBOHbsWJ7Pz8frKhQKAM/u6rZv3x5z5szBuXPncP36dfzxxx/w9fWFUqlEQkICatasmWdxc3PLd8znHj58iCtXrqBOnTqadU+fPsXJkyc1ny9fvoyUlBRNmzp16hQY578dOnQII0aMQJcuXVC3bl0olUrcu3evGFeGiKh4rB2ccdmt4F811+tzKjciKnl45xhAQkICPvnkE3z00Uc4ffo0Fi5ciHnz5gEAtm3bhri4OLRq1QqVKlXCjh07oFarUbt2bVhbW2PMmDEYPXo01Go1XnnlFaSmpuLQoUOwsbFB//79NeeYNm0aHBwcUKVKFUyaNAmOjo7o1q2bZruZmRmGDx+Ob7/9Fqamphg2bBiaNWuGJk2aAABGjhyJAQMGoFGjRmjRogXWrl2LCxcuwNPTU3MMb29vrF69Go0aNUJaWhrGjh0LS0tLw1xEIqICKBVKJH7YCc5hO2Dz+H/rrzkDHoOHGy8wIqJCsDgG0K9fPzx+/BhNmjSBQqHAyJEjMXjwYACAnZ0dIiMjMXXqVDx58gTe3t5Yv3496tatCwCYPn06KleujLCwMMTFxcHOzg4NGjTAxIkT85xj1qxZGDlyJK5evYr69evjt99+g7m5uWZ7hQoVMH78eLz33nu4desWWrZsieXLl2u29+rVC7GxsRg3bhyePHmCt956C0OHDsWuXbs0bZYvX47BgwejQYMGcHNzw8yZMzFmzBg5Lx0R0UsNfmsmZtmY4PH2nbBPVeFW9Qpo1DMUXeu8buzQiIjykYT414S+5VCbNm1Qv359fPPNN7IcPzo6Gm3btsXDhw/1/oroqVOnYuvWrQZ5BXZaWhpsbW2RmpoKGxsb2c9HRGXPgycP8E/mP3C3cYeFqYWxwyGiUkrumoR3jomIyCDsLexhb2Fv7DCIiF6ID+QREREREeUq98MqSDscVkFEREQlgdw1Ce8cExERERHlYnFMRERERJSLD+SRVp6PvklLSzNyJERERFSePa9F5BoZzOKYtJKeng4A+d78R0RERGQM6enpsLW11ftx+UAeaUWtViMpKQnW1taQJMnY4ZRoaWlpcHNzQ2JiIh9eLAGYj5KDuShZmI+ShfnQnhAC6enpcHFxgYmJ/kcI884xacXExASurq7GDqNUsbGx4Q+4EoT5KDmYi5KF+ShZmA/tyHHH+Dk+kEdERERElIvFMRERERFRLhbHRHqmVCoxZcoUKJVKY4dCYD5KEuaiZGE+Shbmo+TgA3lERERERLl455iIiIiIKBeLYyIiIiKiXCyOiYiIiIhysTgmIiIiIsrF4piIiIiIKBeLY6KXWLRoETw8PGBhYYGmTZvi+PHjhbbNycnBtGnT4OXlBQsLCwQEBGDnzp352t26dQt9+vSBg4MDLC0t4efnh5MnT8rZjTJD3/lQqVSYPHkyatSoAUtLS3h5eWH69OngRD4vd+DAAXTt2hUuLi6QJAlbt2596T7R0dFo0KABlEolatasiYiIiHxtipJjekaOXISFhaFx48awtraGk5MTunXrhsuXL8vTgTJGru+N52bNmgVJkjBq1Ci9xUz/w+KY6AU2btyITz75BFOmTMHp06cREBCAjh07Ijk5ucD2n3/+OZYsWYKFCxfi4sWLGDJkCLp3744zZ85o2jx8+BAtWrSAmZkZfv/9d1y8eBHz5s1DpUqVDNWtUkuOfMyePRuLFy/Gd999h0uXLmH27NmYM2cOFi5caKhulVqPHj1CQEAAFi1apFX7+Ph4BAcHo23btoiJicGoUaPwwQcfYNeuXZo2Rc0xPSNHLvbv34/Q0FAcPXoUe/bsQU5ODl577TU8evRIrm6UGXLk47kTJ05gyZIl8Pf313fY9JwgokI1adJEhIaGaj6rVCrh4uIiwsLCCmzv7OwsvvvuuzzrevToIUJCQjSfx48fL1555RV5Ai7j5MhHcHCwGDRo0Avb0MsBEFu2bHlhm3Hjxom6devmWderVy/RsWNHzeei5pjy01cu/is5OVkAEPv379dHmOWGPvORnp4uvL29xZ49e0Tr1q3FyJEj9RwtCSEE7xwTFSI7OxunTp1C+/btNetMTEzQvn17HDlypMB9srKyYGFhkWedpaUlDh48qPn866+/olGjRujZsyecnJwQGBiIZcuWydOJMkSufAQFBSEqKgpXrlwBAJw9exYHDx5E586dZehF+XbkyJE8+QOAjh07avKnS45JNy/LRUFSU1MBAPb29rLGVh5pm4/Q0FAEBwfna0v6xeKYqBD37t2DSqVClSpV8qyvUqUK7ty5U+A+HTt2xPz583H16lWo1Wrs2bMHkZGRuH37tqZNXFwcFi9eDG9vb+zatQtDhw7FiBEjsHLlSln7U9rJlY8JEybg3XffhY+PD8zMzBAYGIhRo0YhJCRE1v6UR3fu3Ckwf2lpaXj8+LFOOSbdvCwX/6VWqzFq1Ci0aNEC9erVM1SY5YY2+diwYQNOnz6NsLAwY4RYrrA4JtKjBQsWwNvbGz4+PjA3N8ewYcMwcOBAmJj871tNrVajQYMGmDlzJgIDAzF48GB8+OGH+OGHH4wYedmkTT5++uknrF27FuvWrcPp06excuVKzJ07l3+sEP1LaGgo/vrrL2zYsMHYoZRLiYmJGDlyJNauXZvvf8NI/1gcExXC0dERCoUCd+/ezbP+7t27qFq1aoH7VK5cGVu3bsWjR49w48YN/P3337CysoKnp6emjbOzM3x9ffPsV6dOHSQkJOi/E2WIXPkYO3as5u6xn58f+vbti9GjR/PujAyqVq1aYP5sbGxgaWmpU45JNy/Lxb8NGzYM27Ztw759++Dq6mrIMMuNl+Xj1KlTSE5ORoMGDWBqagpTU1Ps378f3377LUxNTaFSqYwUednE4pioEObm5mjYsCGioqI069RqNaKiotC8efMX7mthYYFq1arh6dOn2Lx5M958803NthYtWuSbDunKlStwd3fXbwfKGLnykZmZmedOMgAoFAqo1Wr9doDQvHnzPPkDgD179mjyV5wcU9G8LBcAIITAsGHDsGXLFvzxxx+oUaOGocMsN16Wj3bt2uH8+fOIiYnRLI0aNUJISAhiYmKgUCiMEXbZZewnAolKsg0bNgilUikiIiLExYsXxeDBg4WdnZ24c+eOEEKIvn37igkTJmjaHz16VGzevFnExsaKAwcOiFdffVXUqFFDPHz4UNPm+PHjwtTUVMyYMUNcvXpVrF27VlSoUEGsWQndWzUAAQAASURBVLPG0N0rdeTIR//+/UW1atXEtm3bRHx8vIiMjBSOjo5i3Lhxhu5eqZOeni7OnDkjzpw5IwCI+fPnizNnzogbN24IIYSYMGGC6Nu3r6Z9XFycqFChghg7dqy4dOmSWLRokVAoFGLnzp2aNi/LMRVMjlwMHTpU2NraiujoaHH79m3NkpmZafD+lTZy5OO/OFuFfFgcE73EwoULRfXq1YW5ublo0qSJOHr0qGZb69atRf/+/TWfo6OjRZ06dYRSqRQODg6ib9++4tatW/mO+dtvv4l69eoJpVIpfHx8xNKlSw3RlTJB3/lIS0sTI0eOFNWrVxcWFhbC09NTTJo0SWRlZRmqS6XWvn37BIB8y/Mc9O/fX7Ru3TrfPvXr1xfm5ubC09NThIeH5zvui3JMBZMjFwUdD0CBOaO85Pre+DcWx/KRhOBroIiIiIiIAI45JiIiIiLSYHFMRERERJSLxTERERERUS4Wx0REREREuVgcExERERHlYnFMRERERJSLxTERERERUS4Wx0REREREuVgcExERERHlMjV2AFQ6qNVqJCUlwdraGpIkGTscIiIiKqeEEEhPT4eLiwtMTPR/n5fFMWklKSkJbm5uxg6DiIiICACQmJgIV1dXvR+XxTFpxdraGsCzL0QbGxsjR0NERETlVVpaGtzc3DS1ib6xOCatPB9KYWNjw+KYiIiIjE6uYZ58II+IiIiIKBeLYyIiIiKiXCyOiYiIiIhysTgmIiIiIsrF4piIiIiIKBeL4yIQQmDw4MGwt7eHJEmIiYkxdkhEpdLjp4/x85Wf8dXRr7DqwiqkZqUaOyQiIiIAnMqtSHbu3ImIiAhER0fD09MTjo6OhbYdMGAAUlJSsHXrVsMFSFQK3Ht8DwN3DsT1tOuadcv/Wo7wjuHwtPM0XmBERFR8j1MAyQSwKL3TvvLOcRHExsbC2dkZQUFBqFq1KkxNi/+3RU5Ojh4iK91y7ibjzoyZiOvaFTf69Ufqtu3GDolktOTskjyFMQA8ePIAc0/ONU5ARERUfPdjgZVvALPdny1rewIpicaOSicsjrU0YMAADB8+HAkJCZAkCR4eHvj555/h5+cHS0tLODg4oH379nj06BGmTp2KlStX4pdffoEkSZAkCdHR0bh+/TokScLGjRvRunVrWFhYYO3atQCAFStWoG7dulAqlXB2dsawYcM0554/fz78/PxQsWJFuLm54eOPP0ZGRoZm+40bN9C1a1dUqlQJFStWRN26dbFjxw7N9r/++gudO3eGlZUVqlSpgr59++LevXuGu3gv8PThQ9zo3RsPV69G1tVryDx+HEljxuDe4sXGDo1k8uetPwtcfyjpEFRqlYGjISKiYst5DLHydSB+/7PPQg1c3Q2xuhugemrU0HTB4lhLCxYswLRp0+Dq6orbt2/jzz//RO/evTFo0CBcunQJ0dHR6NGjB4QQGDNmDN555x106tQJt2/fxu3btxEUFKQ51oQJEzBy5EhcunQJHTt2xOLFixEaGorBgwfj/Pnz+PXXX1GzZk1NexMTE3z77be4cOECVq5ciT/++APjxo3TbA8NDUVWVhYOHDiA8+fPY/bs2bCysgIApKSk4NVXX0VgYCBOnjyJnTt34u7du3jnnXde2N+srCykpaXlWeSQsvEn5CQl5Vt/b9mPUP3rDwAqOyxNLQtcr1QoYSLxRxIRUalz8RdIafl/l0v3rwHX9hghoOLhmGMt2drawtraGgqFAlWrVsXp06fx9OlT9OjRA+7u7gAAPz8/TXtLS0tkZWWhatWq+Y41atQo9OjRQ/P5q6++wqeffoqRI0dq1jVu3DhP++c8PDzw1VdfYciQIfj+++8BAAkJCXjrrbc05/f0/N+4ze+++w6BgYGYOXOmZt2KFSvg5uaGK1euoFatWgX2NywsDF9++aVW16Y4Hp8/X+B6kZmJ7GvXYFm/vuwxkGF19eqKr099nW/9656vy/YqUCIikk9C/BVUL2Tb7RtX4Fy7s0HjKS7eptFRQEAA2rVrBz8/P/Ts2RPLli3Dw4cPtdq3UaNGmn8nJycjKSkJ7dq1K7T93r170a5dO1SrVg3W1tbo27cv7t+/j8zMTADAiBEj8NVXX6FFixaYMmUKzp07p9n37Nmz2LdvH6ysrDSLj48PgGdjqAvz2WefITU1VbMkJsozbsismkvBG0xMYOrsLMs5ybj6+fbDG15vQML/CuEglyB80vATI0ZFRES6OqOqUei206rS96A1i2MdKRQK7NmzB7///jt8fX2xcOFC1K5dG/Hx8S/dt2LFipp/W1oW/F/Mz12/fh2vv/46/P39sXnzZpw6dQqLFi0CAGRnZwMAPvjgA8TFxaFv3744f/48GjVqhIULFwIAMjIy0LVrV8TExORZrl69ilatWhV6XqVSCRsbmzyLHCq92xuSUplvvU2nTjCrUkWWc5JxmZqYYsYrM7Ct+zbMbzMfP3f9GUs6LIGVuZWxQyMiIh1kVW+Ng6q6+dbvVDWGwq1RAXuUbCyOi0GSJLRo0QJffvklzpw5A3Nzc2zZsgUAYG5uDpXq5Q8XWVtbw8PDA1FRUQVuP3XqFNRqNebNm4dmzZqhVq1aSCpgjK6bmxuGDBmCyMhIfPrpp1i2bBkAoEGDBrhw4QI8PDxQs2bNPMu/i3RjUXrWgNuSJVD61gEASBYWsOvVC84zvjJyZCS36jbV0cG9A2rb1zZ2KEREVAzB/i4YZz4Js3LexVm1J86oa2J6Th/MrDAO7eqUvhtdHHOso2PHjiEqKgqvvfYanJyccOzYMfzzzz+oU+dZkefh4YFdu3bh8uXLcHBwgK2tbaHHmjp1KoYMGQInJyd07twZ6enpOHToEIYPH46aNWsiJycHCxcuRNeuXXHo0CH88MMPefYfNWoUOnfujFq1auHhw4fYt2+fJo7Q0FAsW7YMvXv3xrhx42Bvb49r165hw4YN+PHHH6FQKOS7SFqq2KwpPCMjoUpNhWRpCRNzc2OHRERERFqqqDTF8g9aYsJmW/xw8w0AQGOPSoh4yx9mitJ3H5bFsY5sbGxw4MABfPPNN0hLS4O7uzvmzZuHzp2fDTr/8MMPER0djUaNGiEjIwP79u2Dh4dHgcfq378/njx5gq+//hpjxoyBo6Mj3n77bQDPxjbPnz8fs2fPxmeffYZWrVohLCwM/fr10+yvUqkQGhqKmzdvwsbGBp06dcLXXz974MnFxQWHDh3C+PHj8dprryErKwvu7u7o1KkTTExK1hes4gV/QBAREVHJVcfZBr8MewVJKY9hIkmoamth7JB0JgkhhLGDoJIvLS0Ntra2SE1NlW38MREREdHLyF2TlKxbh0RERERERsTimIiIiIgoF4tjIiIiIqJcLI6JiIiIiHKxOCYiIiIiysWp3Egrzyc1SUtLM3IkREREVJ49r0XkmnCNxTFpJT09HcCzN/ERERERGVt6evoLX7KmK85zTFpRq9VISkqCtbU1JEkydjhaSUtLg5ubGxITE8vd3Mzlte/ltd9A+e07+12++g2U376X134D+fsuhEB6ejpcXFxkeaEZ7xyTVkxMTODq6mrsMHRiY2NT7n6QPFde+15e+w2U376z3+VPee17ee03kLfvctwxfo4P5BERERER5WJxTERERESUi8UxlVlKpRJTpkyBUqk0digGV177Xl77DZTfvrPf5avfQPnte3ntN2D4vvOBPCIiIiKiXLxzTERERESUi8UxEREREVEuFsdERERERLlYHBMRERER5WJxTERERESUi8UxlSqLFi2Ch4cHLCws0LRpUxw/frzQtjk5OZg2bRq8vLxgYWGBgIAA7Ny5M0+bsLAwNG7cGNbW1nByckK3bt1w+fJlubtRZPru9+LFi+Hv769521Dz5s3x+++/y90Nnei77/82a9YsSJKEUaNGyRB58ei731OnToUkSXkWHx8fubtRZHLk+9atW+jTpw8cHBxgaWkJPz8/nDx5Us5u6ETffffw8MiXc0mSEBoaKndXikTf/VapVJg8eTJq1KgBS0tLeHl5Yfr06SiJk3Ppu+/p6ekYNWoU3N3dYWlpiaCgIJw4cULubhTJgQMH0LVrV7i4uECSJGzduvWl+0RHR6NBgwZQKpWoWbMmIiIi8rUpyrV8KUFUSmzYsEGYm5uLFStWiAsXLogPP/xQ2NnZibt37xbYfty4ccLFxUVs375dxMbGiu+//15YWFiI06dPa9p07NhRhIeHi7/++kvExMSILl26iOrVq4uMjAxDdeul5Oj3r7/+KrZv3y6uXLkiLl++LCZOnCjMzMzEX3/9ZahuaUWOvj93/Phx4eHhIfz9/cXIkSNl7knRyNHvKVOmiLp164rbt29rln/++cdQXdKKHP1+8OCBcHd3FwMGDBDHjh0TcXFxYteuXeLatWuG6pZW5Oh7cnJynnzv2bNHABD79u0zUK9eTo5+z5gxQzg4OIht27aJ+Ph4sWnTJmFlZSUWLFhgqG5pRY6+v/POO8LX11fs379fXL16VUyZMkXY2NiImzdvGqpbL7Vjxw4xadIkERkZKQCILVu2vLB9XFycqFChgvjkk0/ExYsXxcKFC4VCoRA7d+7UtCnqtXwZFsdUajRp0kSEhoZqPqtUKuHi4iLCwsIKbO/s7Cy+++67POt69OghQkJCCj1HcnKyACD279+vn6D1wBD9FkKISpUqiR9//LH4AeuRXH1PT08X3t7eYs+ePaJ169YlrjiWo99TpkwRAQEBssSrL3L0e/z48eKVV16RJ2A9MsT3+ciRI4WXl5dQq9X6CVoP5Oh3cHCwGDRo0AvblAT67ntmZqZQKBRi27Ztedo0aNBATJo0Sc/R64c2xfG4ceNE3bp186zr1auX6Nixo+ZzUa/ly3BYBZUK2dnZOHXqFNq3b69ZZ2Jigvbt2+PIkSMF7pOVlQULC4s86ywtLXHw4MFCz5OamgoAsLe310PUxWeIfqtUKmzYsAGPHj1C8+bN9Rd8McnZ99DQUAQHB+c5dkkhZ7+vXr0KFxcXeHp6IiQkBAkJCfrvgI7k6vevv/6KRo0aoWfPnnByckJgYCCWLVsmTyd0ZIjv8+zsbKxZswaDBg2CJEn6C74Y5Op3UFAQoqKicOXKFQDA2bNncfDgQXTu3FmGXuhGjr4/ffoUKpWqyL/3SrojR47k+1ndsWNHzXXS5Vq+DItjKhXu3bsHlUqFKlWq5FlfpUoV3Llzp8B9OnbsiPnz5+Pq1atQq9XYs2cPIiMjcfv27QLbq9VqjBo1Ci1atEC9evX03gddyNnv8+fPw8rKCkqlEkOGDMGWLVvg6+srW1+KSq6+b9iwAadPn0ZYWJis8etKrn43bdoUERER2LlzJxYvXoz4+Hi0bNkS6enpsvZHW3L1Oy4uDosXL4a3tzd27dqFoUOHYsSIEVi5cqWs/SkKQ/x827p1K1JSUjBgwAB9h68zufo9YcIEvPvuu/Dx8YGZmRkCAwMxatQohISEyNqfopCj79bW1mjevDmmT5+OpKQkqFQqrFmzBkeOHCn066I0uHPnToHXKS0tDY8fP9bpWr4Mi2MqsxYsWABvb2/4+PjA3Nwcw4YNw8CBA2FiUvCXfWhoKP766y9s2LDBwJHql7b9rl27NmJiYnDs2DEMHToU/fv3x8WLF40UtX68rO+JiYkYOXIk1q5dm+/uSmmmTc47d+6Mnj17wt/fHx07dsSOHTuQkpKCn376yYiRF482/Var1WjQoAFmzpyJwMBADB48GB9++CF++OEHI0ZefEX9+bZ8+XJ07twZLi4uBo5Uv7Tp908//YS1a9di3bp1OH36NFauXIm5c+eWqD+IdKFN31evXg0hBKpVqwalUolvv/0WvXv3LvTrggrGq0WlgqOjIxQKBe7evZtn/d27d1G1atUC96lcuTK2bt2KR48e4caNG/j7779hZWUFT0/PfG2HDRuGbdu2Yd++fXB1dZWlD7qQs9/m5uaoWbMmGjZsiLCwMAQEBGDBggWy9aWo5Oj7qVOnkJycjAYNGsDU1BSmpqbYv38/vv32W5iamkKlUsner5eR+2v9OTs7O9SqVQvXrl3Ta/y6kqvfzs7O+f5HpE6dOiVqSIncOb9x4wb27t2LDz74QJb4dSVXv8eOHau5e+zn54e+ffti9OjRJep/i+Tqu5eXF/bv34+MjAwkJibi+PHjyMnJeeHPgpKuatWqBV4nGxsbWFpa6nQtX4bFMZUK5ubmaNiwIaKiojTr1Go1oqKiXjpO1sLCAtWqVcPTp0+xefNmvPnmm5ptQggMGzYMW7ZswR9//IEaNWrI1gddyNXvgqjVamRlZeklbn2Qo+/t2rXD+fPnERMTo1kaNWqEkJAQxMTEQKFQyNonbRgq5xkZGYiNjYWzs7PeYi8OufrdokWLfNMzXrlyBe7u7vrtQDHInfPw8HA4OTkhODhY77EXh1z9zszMzHenVKFQQK1W67cDxSB3zitWrAhnZ2c8fPgQu3bteunP/5KsefPmea4TAOzZs0dznYpzLQul02N8REawYcMGoVQqRUREhLh48aIYPHiwsLOzE3fu3BFCCNG3b18xYcIETfujR4+KzZs3i9jYWHHgwAHx6quviho1aoiHDx9q2gwdOlTY2tqK6OjoPFMeZWZmGrp7hZKj3xMmTBD79+8X8fHx4ty5c2LChAlCkiSxe/duQ3fvheTo+3+VxNkq5Oj3p59+KqKjo0V8fLw4dOiQaN++vXB0dBTJycmG7l6h5Oj38ePHhampqZgxY4a4evWqWLt2rahQoYJYs2aNobv3QnJ9ratUKlG9enUxfvx4Q3ZHa3L0u3///qJatWqaqdwiIyOFo6OjGDdunKG790Jy9H3nzp3i999/F3FxcWL37t0iICBANG3aVGRnZxu6e4VKT08XZ86cEWfOnBEAxPz588WZM2fEjRs3hBDPfj/17dtX0/75VG5jx44Vly5dEosWLSpwKrcXXcuiYnFMpcrChQtF9erVhbm5uWjSpIk4evSoZlvr1q1F//79NZ+jo6NFnTp1hFKpFA4ODqJv377i1q1beY4HoMAlPDzcQD3Sjr77PWjQIOHu7i7Mzc1F5cqVRbt27UpcYfycvvv+XyWxOBZC//3u1auXcHZ2Fubm5qJatWqiV69eJW6uXyHkyfdvv/0m6tWrJ5RKpfDx8RFLly41RFeKTI6+79q1SwAQly9fNkQXdKLvfqelpYmRI0eK6tWrCwsLC+Hp6SkmTZoksrKyDNUlrem77xs3bhSenp7C3NxcVK1aVYSGhoqUlBRDdUcr+/btK/D37vO+9u/fX7Ru3TrfPvXr1xfm5ubC09OzwN/RL7qWRSUJUQJfGUNEREREZAQcc0xERERElIvFMRERERFRLhbHRERERES5WBwTEREREeVicUxERERElIvFMRERERFRLhbHRERERES5WBwTEREREeUyNXYAVDqo1WokJSXB2toakiQZOxwiIiIqp4QQSE9Ph4uLC0xM9H+fl8UxaSUpKQlubm7GDoOIiIgIAJCYmAhXV1e9H5fFMWnF2toawLMvRBsbGyNHQ0REROVVWloa3NzcNLWJvrE4Jq08H0phY2PD4piIiIiMTq5hnnwgj4iIiIgoF4tjIiIiIqJcLI6JiIiIiHKxOCYiIiIiysXimIiIiIgoF4tjIiIiItIL9ZMnUGdlGTuMYmFxrCUhBAYPHgx7e3tIkoSYmBhjh1Qsbdq0wahRo4wdBhEREZUB2TdvInHIUFxu0BCXGzbCzeEjkHM32dhh6YTzHGtp586diIiIQHR0NDw9PeHo6Fho2wEDBiAlJQVbt241XIBERERERqDOykJC/wHIuXUrd4Ua6Xv2ICs+Dp6//AJJoTBugEXE4lhLsbGxcHZ2RlBQkN6OmZOTAzMzM70dj6i0yMh6ii2nb+JiUircHa3Qs6ErHKyUxg6LiIh0kL57z/8K43/JvhaLjD//hHWbNoYPqhg4rEILAwYMwPDhw5GQkABJkuDh4YGff/4Zfn5+sLS0hIODA9q3b49Hjx5h6tSpWLlyJX755RdIkgRJkhAdHY3r169DkiRs3LgRrVu3hoWFBdauXQsAWLFiBerWrQulUglnZ2cMGzZMc+6EhAS8+eabsLKygo2NDd555x3cvXtXs33q1KmoX78+Vq9eDQ8PD9ja2uLdd99Fenq6ps2jR4/Qr18/WFlZwdnZGfPmzTPcxdNSlioLZ/85i4S0BGOHQjJLTn+CWfP/Dw1/fwNh51uhU1RnLJ43GVfupr98ZyIiKnFybia+YFv+ormk451jLSxYsABeXl5YunQpTpw4gZycHHh6emLOnDno3r070tPT8eeff0IIgTFjxuDSpUtIS0tDeHg4AMDe3h5JSUn/z96dh0Vd7X8Af88MzjDKDAqIsoyiJLijuRCiuWFqRlY3t0yx9XbD0kxLrxpqpVmZmpldc61UbuZ601xC0cQtUXINBDFJUNLQAVS2Ob8/HObnBBjLfOc7wPv1PPM8zpkzM+9zzszw8cuZLwCAyZMnY968eejYsSOcnZ2xZMkSTJgwAR988AEGDhyImzdvIi4uDgBgMpkshfG+fftQWFiIyMhIDBs2DLGxsZZ8KSkp2Lx5M77//ntkZWVh6NCh+OCDD/D+++8DACZNmoR9+/Zhy5Yt8PT0xL///W8cP34cHTp0KHPMeXl5yLtnQ73RaLTxrP6/Tec34ZP4T3Aj7wYAoGvjrpj78Fx4aMveukLV1/ZN32DWnblQKgUAwE95FdPEf7AqWoOAce/KnI6IiCrKuW3bsm9r09qOSWyDxXE5uLq6QqfTQaVSoXHjxjh+/DgKCwvx1FNPoWnTpgCAdu3aWfprtVrk5eWhcePGJR5r/PjxeOqppyzX33vvPbz55psYN26cpa1Lly4AgJiYGJw6dQqpqakwGAwAgK+++gpt2rTBzz//bOlnMpmwatUq6HQ6AMCoUaMQExOD999/Hzk5OVi+fDm++eYb9O3bFwCwevVq+Pr63nfMc+bMwcyZMys8VxV18o+TiDoYBQFhaTt65Sgm75+MZf2XSf78ZH9tL66CUiFKtPf9cx0Ki2bCScVfaBERVSf1uneHtnMn3D4Wb9Xu0rMn6nbsKFOqyuNPoUoICgpC37590a5dOwwZMgRffvklsrKyynXfzp07W/6dmZmJ9PR0S9H6V+fOnYPBYLAUxgDQunVr1K9fH+fOnbO0+fn5WQpjAPDy8kJm5t1viKakpCA/Px/BwcGW293c3BAYGHjfnFOmTMHNmzctl7S0sn9lUhUbz2+0KoyLHblyBGlGaZ6T5NVUZJTablD8AZUotHMaIiKqKoVCgSZLl8Jj7FhoWrSApmVLNHzjDfgs+lTuaJXC4rgSVCoVdu/ejR9++AGtW7fGokWLEBgYiNTU1L+9b7169Sz/1mq1Nsnz1y/1KRQKmEymKj2mRqOBXq+3ukgh607Z/6ko3mZBNcttt5altmdqmkLhpLZzGiIisgVl3bpoODYSzf+3Fc03b4LHP1+GUl09P9NZHFeSQqFAaGgoZs6ciRMnTkCtVmPTpk0AALVajaKior99DJ1OBz8/P8TExJR6e6tWrZCWlmZ11Pbs2bO4ceMGWrcu3x4ef39/1KlTB0eOHLG0ZWVlISkpqVz3l9pD3g+V2t5A0wCBbvc/uk3Vk0/4NBQqSu7o0g+YJkMaIiIia9xzXAlHjhxBTEwMHnnkEXh6euLIkSP4448/0KpVKwB3tzns3LkTiYmJcHd3h6ura5mPNWPGDLzyyivw9PTEwIEDkZ2djbi4OLz22msICwtDu3btMHLkSCxYsACFhYV49dVX0bNnT6vtGffj4uKCF154AZMmTYK7uzs8PT0xdepUKJWO8f+iJx54Av9L+R9OXTtlaVMqlHiz85tQq6rn/zjp/lR+IcCY73F7z1wor55CUf3mqNvrDTi3fFTuaERERCyOK0Ov12P//v1YsGABjEYjmjZtinnz5mHgwIEAgJdeegmxsbHo3LkzcnJysHfvXvj5+ZX6WBEREbhz5w7mz5+PiRMnwsPDA08//TSAu0ent2zZgtdeew0PP/wwlEolBgwYgEWLFlUo70cffYScnByEh4dDp9PhzTffxM2bN6s0B7aiddJief/l2JK8BUcyjqC+c338o8U/0Naj7G++Ug3QNATa5zbLnYKIiKgEhRCi5LehiP7CaDTC1dUVN2/elGz/MREREdHfkbomcYzfrRMREREROQAWx0REREREZiyOiYiIiIjMWBwTEREREZmxOCYiIiIiMuOp3Khcik9qYjQaZU5CREREtVlxLSLVCddYHFO5ZGdnAwAMBoPMSYiIiIju1ib3+0NrlcXzHFO5mEwmpKenQwiBJk2aIC0trVad79hoNMJgMHDctUhtHXttHTdQe8fOcdeucQPVf+xCCGRnZ8Pb21uSv/jLI8dULkqlEr6+vpZfZej1+mr5hqoqjrv2qa1jr63jBmrv2Dnu2qc6j12KI8bF+IU8IiIiIiIzFsdERERERGYsjqlCNBoNoqKioNFo5I5iVxx37Ro3UHvHXlvHDdTesXPctWvcQO0ee3nwC3lERERERGY8ckxEREREZMbimIiIiIjIjMUxEREREZEZi2MiIiIiIjMWx0REREREZiyOa6mioiJMnz4dzZo1g1arhb+/P959912U9+QlcXFxcHJyQocOHUrctnjxYvj5+cHZ2RnBwcE4evSojdNXjVRjnzFjBhQKhdWlZcuWEoygcioz7tjY2BJjUigUuHLlilW/mrjm5Rl7TVxzAMjLy8PUqVPRtGlTaDQa+Pn5YcWKFVZ91q9fj5YtW8LZ2Rnt2rXD9u3bpRxKhUg17lWrVpVYb2dnZ6mHUyGVGfuYMWNKfa23adPGqp8jv8+lGndNfY+vWbMGQUFBqFu3Lry8vPD888/j+vXrVn0c+T0uOUG10vvvvy/c3d3F999/L1JTU8X69euFi4uLWLhw4d/eNysrSzRv3lw88sgjIigoyOq26OhooVarxYoVK8SZM2fESy+9JOrXry+uXr0q0UgqTqqxR0VFiTZt2oiMjAzL5Y8//pBoFBVXmXHv3btXABCJiYlW4yoqKrL0qalrXp6x18Q1F0KIxx9/XAQHB4vdu3eL1NRUcfDgQXHgwAHL7XFxcUKlUokPP/xQnD17VkybNk3UqVNHnDp1SuohlYtU4165cqXQ6/VW633lyhWph1MhlRn7jRs3rMaUlpYm3NzcRFRUlKWPo7/PpRp3TXyPHzhwQCiVSrFw4UJx4cIF8dNPP4k2bdqIJ5980tLH0d/jUmNxXEsNGjRIPP/881ZtTz31lBg5cuTf3nfYsGFi2rRpIioqqkSB2LVrVxEZGWm5XlRUJLy9vcWcOXNsktsWpBp7aW2OpDLjLi4Qs7KyyuxTU9e8PGOviWv+ww8/CFdXV3H9+vUy+wwdOlQMGjTIqi04OFj885//rFpgG5Fq3CtXrhSurq62iimJqny+Fdu0aZNQKBTi4sWLljZHf59LNe6a+B7/6KOPRPPmza3aPv30U+Hj42O57ujvcalxW0Ut1a1bN8TExCApKQkA8Msvv+DAgQMYOHDgfe+3cuVKXLhwAVFRUSVuy8/PR3x8PMLCwixtSqUSYWFhOHTokG0HUAVSjL3Y+fPn4e3tjebNm2PkyJG4dOmSTbNXRWXHDQAdOnSAl5cX+vXrh7i4OEt7TV9zoOyxF6tpa75161Z07twZH374IXx8fBAQEICJEyfi9u3blj6HDh2yWnMA6N+/v8OsuVTjBoCcnBw0bdoUBoMBgwcPxpkzZyQdS0VV5bVebPny5QgLC0PTpk0BVI/3uRTjLlbT3uMhISFIS0vD9u3bIYTA1atX8d133+HRRx+19HH097jk5K7OSR5FRUXi7bffFgqFQjg5OQmFQiFmz5593/skJSUJT09PkZiYKIQo+T/qy5cvCwDi4MGDVvebNGmS6Nq1q83HUFlSjF0IIbZv3y6+/fZb8csvv4gdO3aIkJAQ0aRJE2E0GqUaSoVUZty//vqr+OKLL8SxY8dEXFyceO6554STk5OIj48XQtTsNf+7sQtRM9e8f//+QqPRiEGDBokjR46Ibdu2iaZNm4oxY8ZY+tSpU0esXbvW6n6LFy8Wnp6ekoyjoqQa98GDB8Xq1avFiRMnRGxsrHjssceEXq8XaWlpUg+p3Coz9ntdvnxZqFQq8d///teqzdHf51KMW4ia+R4XQohvv/1WuLi4CCcnJwFAhIeHi/z8fMvtjv4elxqL41pq3bp1wtfXV6xbt06cPHlSfPXVV8LNzU2sWrWq1P6FhYWic+fOYsmSJZa26locSzH20mRlZQm9Xi+WLVtmy/iVVtFxl+Xhhx8Wzz77rBCi5q55We4de2lqwpr369dPODs7ixs3bljaNmzYIBQKhbh165YQwvF/cEo17r/Kz88X/v7+Ytq0aTYfQ2VV9bU+e/Zs4e7uLvLy8ixt1eF9LsW4S1MT3uNnzpwRXl5e4sMPP7QU/e3atbPanuHo73GpsTiupXx9fcVnn31m1fbuu++KwMDAUvtnZWUJAEKlUlkuCoXC0hYTEyPy8vKESqUSmzZtsrrv6NGjxeOPPy7VUCpMirGXpXPnzmLy5Mk2zV9ZFR13WSZOnCgeeughIYSosWtelnvHXpbqvuajR48W/v7+Vm1nz54VAERSUpIQQgiDwSDmz59v1eedd94R7du3t03wKpJq3KV5+umnxfDhw6sW2Iaq8lo3mUzigQceEOPHj7dqrw7vcynGXZbq/h5/9tlnxdNPP23V9tNPPwkAIj09XQjh+O9xqXHPcS1169YtKJXWy69SqWAymUrtr9frcerUKSQkJFgur7zyCgIDA5GQkIDg4GCo1Wp06tQJMTExlvuZTCbExMQgJCRE0vFUhBRjL01OTg5SUlLg5eVl8zFURkXHXZaEhATLmGrqmpfl3rGXpiaseWhoKNLT05GTk2NpS0pKglKphK+vL4C7exbvXXMA2L17t8OsuVTj/quioiKcOnXKYdYbqNprfd++fUhOTsYLL7xg1V4d3udSjLs0NeE9XtZ9AFhOAefo73HJyV2dkzwiIiKEj4+P5fQvGzduFB4eHuKtt96y9Jk8ebIYNWpUmY9R2taC6OhoodFoxKpVq8TZs2fFyy+/LOrXr+9QpzuSauxvvvmmiI2NFampqSIuLk6EhYUJDw8PkZmZKdVQKqQy454/f77YvHmzOH/+vDh16pQYN26cUCqV4scff7T0qalrXp6x18Q1z87OFr6+vuLpp58WZ86cEfv27RMtWrQQL774oqVPXFyccHJyEh9//LE4d+6ciIqKcqjTPEk17pkzZ4qdO3eKlJQUER8fL4YPHy6cnZ3FmTNn7Dq++6nK59uzzz4rgoODS31cR3+fSzXumvgeX7lypXBychKff/65SElJEQcOHBCdO3e22iLj6O9xqbE4rqWMRqMYN26caNKkiXB2dhbNmzcXU6dOtdpvFRERIXr27FnmY5S173bRokWiSZMmQq1Wi65du4rDhw9LMILKk2rsw4YNE15eXkKtVgsfHx8xbNgwkZycLNEoKq4y4547d67w9/cXzs7Ows3NTfTq1Uvs2bOnxGPXxDUvz9hr4poLIcS5c+dEWFiY0Gq1wtfXV0yYMKHEvttvv/1WBAQECLVaLdq0aSO2bdtmjyGVi1TjHj9+vOV13qhRI/Hoo4+K48eP22tY5VLZsd+4cUNotVqxdOnSMh/bkd/nUo27pr7HP/30U9G6dWuh1WqFl5eXGDlypPj999+t+jjye1xqCiHK+WfBiIiIiIhqOO45JiIiIiIyY3FMRERERGTG4piIiIiIyIzFMRERERGRGYtjIiIiIiIzFsdERERERGYsjomIiIiIzFgcExEREdF97d+/H+Hh4fD29oZCocDmzZtr1PPdi8UxEREREd1Xbm4ugoKCsHjx4hr5fPdysvszEhEREVG1MnDgQAwcOLDM2/Py8jB16lSsW7cON27cQNu2bTF37lz06tVLkueTEo8cExEREVGVjB07FocOHUJ0dDROnjyJIUOGYMCAATh//rzc0SqMxTERERERVdqlS5ewcuVKrF+/Hj169IC/vz8mTpyI7t27Y+XKlXLHqzAWx0RERERUaadOnUJRURECAgLg4uJiuezbtw8pKSkAgF9//RUKheK+l8mTJ8s8kru455iIiIiIKi0nJwcqlQrx8fFQqVRWt7m4uAAAmjdvjnPnzt33cdzd3SXLWBEsjomIiIio0jp27IiioiJkZmaiR48epfZRq9Vo2bKlnZNVDotjIiIiIrqvnJwcJCcnW66npqYiISEBbm5uCAgIwMiRIzF69GjMmzcPHTt2xB9//IGYmBi0b98egwYNsunzNWnSxCZjKotCCCEkfQYiIiIiqtZiY2PRu3fvEu0RERFYtWoVCgoK8N577+Grr77C5cuX4eHhgYceeggzZ85Eu3btbP58UmJxTERERERkxrNVEBERERGZsTgmIiIiIjJjcUxEREREZMbimIiIiIjIjMUxEREREZEZi2MiIiIiIjMWx0REREREZiyOiYiIiIjM+OejqVxMJhPS09Oh0+mgUCjkjkNERES1lBAC2dnZ8Pb2hlJp++O8LI6pXNLT02EwGOSOQURERAQASEtLg6+vr80fl8UxlYtOpwNw94Wo1+tlTkNERES1ldFohMFgsNQmtsbimMqleCuFXq9ncUxERESyk2qbJ7+QR0RERERkxuKYiIiIiMiMxTERERERkRmLYyIiIiIiM34hj4iIiIiq7E5BEQ5fuA6VUoHgZu5QO1XPY7AsjomIiIioSmLOXcWb63/BjVsFAAAPFw0+HdEB3fw9ZE5WcSyOa5hevXqhQ4cOWLBggdxRiIiIqBa4lpOH19YcQ/eUo+iefhImKLDPtwP++VUhDv07DC6a6lVuVq+0VGV+fn4YP348xo8fL3cUiyu5V7Ds1DIcvXIUDTQN8HTA0wj3D5c7FhEREZXDtpMZeOPganRPP2VpC756Djv/SMHus23xZEfb/xU7KbE4Jlll3cnCqB9G4UruFQBAKlJxPPM4fs/+Hf/q8C+Z0xEREdHfcTrzC7reUxgX63/pKM4kJwPVrDiunjul6b4KCwsxduxYuLq6wsPDA9OnT4cQAr169cJvv/2GN954AwqFQrK/LFMR3yZ+aymM77XyzEpk52fLkIiIiIgqovOVhDJv63S1ZNHs6Fgc10CrV6+Gk5MTjh49ioULF+KTTz7BsmXLsHHjRvj6+mLWrFnIyMhARkZGmY+Rl5cHo9FodZHCmetnSm2/XXgbF25ekOQ5iYiIyHYa1Sl5kKuYuzLdjklsg8VxDWQwGDB//nwEBgZi5MiReO211zB//ny4ublBpVJBp9OhcePGaNy4cZmPMWfOHLi6ulouBoNBkqw+Lj6ltqsUKnjV85LkOYmIiMh2dF0egEpTVKLdSVsEXacWMiSqGhbHNdBDDz1ktWUiJCQE58+fR1FRyRduWaZMmYKbN29aLmlpaVJExbDAYXBWOZdo7+/XH551PSV5TiIiIrId1YNPw9ArC5r6BZY2Z7d8NOlrhKLt4zImqxx+IY9KpdFooNFoJH8eP1c/LAlbgo+PfYwz189A66TFYP/BeLPzm5I/NxEREdlAg6bQjpyN5m5vI98IQAGo9Upg8GdAPZ7nmBzAkSNHrK4fPnwYLVq0gEqlglqtrtARZHvo3Lgzoh+LRk5+DjQqDeqo6sgdiYiIiCqi60tA4ECof90GKJRAq8cBXSO5U1UKt1XUQJcuXcKECROQmJiIdevWYdGiRRg3bhyAu+c53r9/Py5fvoxr167JnNSai9qFhTEREVF15eoLBP/zbqFcTQtjgEeOa6TRo0fj9u3b6Nq1K1QqFcaNG4eXX34ZADBr1iz885//hL+/P/Ly8iCEkDktERERkeNQCFZHVA5GoxGurq64efMm9Hq93HGIiIiolpK6JuG2CiIiIiIiMxbHRERERERmLI6JiIiIiMxYHBMRERERmbE4JiIiIiIy46ncqFyKT2piNBplTkJERES1WXEtItUJ11gcU7lkZ2cDAAwGg8xJiIiIiO7WJq6urjZ/XJ7nmMrFZDIhPT0dOp0OCoVC7jg2ZTQaYTAYkJaWxnM4OwCuh+PgWjgWrodj4XrIRwiB7OxseHt7Q6m0/Q5hHjmmclEqlfD19ZU7hqT0ej0/4BwI18NxcC0cC9fDsXA95CHFEeNi/EIeEREREZEZi2MiIiIiIjMWx1TraTQaREVFQaPRyB2FwPVwJFwLx8L1cCxcj5qLX8gjIiIiIjLjkWMiIiIiIjMWx0REREREZiyOiYiIiIjMWBwTEREREZmxOKYaY8aMGVAoFFaXli1bltn/yy+/RI8ePdCgQQM0aNAAYWFhOHr0qFUfIQTeeecdeHl5QavVIiwsDOfPn5d6KDWCrdejoKAAb7/9Ntq1a4d69erB29sbo0ePRnp6uj2GU+1J8f641yuvvAKFQoEFCxZIkL7mkWo9zp07h8cffxyurq6oV68eunTpgkuXLkk5lBpBivXIycnB2LFj4evrC61Wi9atW+OLL76QeihkAyyOqUZp06YNMjIyLJcDBw6U2Tc2NhYjRozA3r17cejQIRgMBjzyyCO4fPmypc+HH36ITz/9FF988QWOHDmCevXqoX///rhz5449hlPt2XI9bt26hePHj2P69Ok4fvw4Nm7ciMTERDz++OP2Gk61Z+v3R7FNmzbh8OHD8Pb2ljJ+jWPr9UhJSUH37t3RsmVLxMbG4uTJk5g+fTqcnZ3tMZxqz9brMWHCBOzYsQPffPMNzp07h/Hjx2Ps2LHYunWrPYZDVSGIaoioqCgRFBRU6fsXFhYKnU4nVq9eLYQQwmQyicaNG4uPPvrI0ufGjRtCo9GIdevWVTVujWfr9SjN0aNHBQDx22+/Vfp5agup1uP3338XPj4+4vTp06Jp06Zi/vz5VQtaS0ixHsOGDRPPPvusDdLVPlKsR5s2bcSsWbOs+j344INi6tSplX4esg8eOaYa5fz58/D29kbz5s0xcuTICv068datWygoKICbmxsAIDU1FVeuXEFYWJilj6urK4KDg3Ho0CGbZ6+JbLkepbl58yYUCgXq169vg7Q1n63Xw2QyYdSoUZg0aRLatGkjReQazZbrYTKZsG3bNgQEBKB///7w9PREcHAwNm/eLFH6msfW749u3bph69atuHz5MoQQ2Lt3L5KSkvDII49IEZ9siMUx1RjBwcFYtWoVduzYgSVLliA1NRU9evRAdnZ2ue7/9ttvw9vb21IMX7lyBQDQqFEjq36NGjWy3EZls/V6/NWdO3fw9ttvY8SIEdDr9baMXiNJsR5z586Fk5MTXn/9dali11i2Xo/MzEzk5OTggw8+wIABA7Br1y48+eSTeOqpp7Bv3z4ph1IjSPH+WLRoEVq3bg1fX1+o1WoMGDAAixcvxsMPPyzVMMhW5D50TSSVrKwsodfrxbJly/6275w5c0SDBg3EL7/8YmmLi4sTAER6erpV3yFDhoihQ4faPG9NV9X1uFd+fr4IDw8XHTt2FDdv3rR11Fqhqutx7Ngx0ahRI3H58mVLG7dVVF5V1+Py5csCgBgxYoRV3/DwcDF8+HCb563pbPF59dFHH4mAgACxdetW8csvv4hFixYJFxcXsXv3bqlik43wyDHVWPXr10dAQACSk5Pv2+/jjz/GBx98gF27dqF9+/aW9saNGwMArl69atX/6tWrltuo/Kq6HsUKCgowdOhQ/Pbbb9i9ezePGldSVdfjp59+QmZmJpo0aQInJyc4OTnht99+w5tvvgk/Pz+J09c8VV0PDw8PODk5oXXr1lb9W7VqxbNVVEJV1+P27dv497//jU8++QTh4eFo3749xo4di2HDhuHjjz+WOj5VEYtjqrFycnKQkpICLy+vMvt8+OGHePfdd7Fjxw507tzZ6rZmzZqhcePGiImJsbQZjUYcOXIEISEhkuWuqaq6HsD/F8bnz5/Hjz/+CHd3dykj12hVXY9Ro0bh5MmTSEhIsFy8vb0xadIk7Ny5U+r4NU5V10OtVqNLly5ITEy0ak9KSkLTpk0lyVyTVXU9CgoKUFBQAKXSusxSqVQwmUySZCYbkvvQNZGtvPnmmyI2NlakpqaKuLg4ERYWJjw8PERmZqYQQohRo0aJyZMnW/p/8MEHQq1Wi++++05kZGRYLtnZ2VZ96tevL7Zs2SJOnjwpBg8eLJo1ayZu375t9/FVN7Zej/z8fPH4448LX19fkZCQYNUnLy9PljFWJ1K8P/6K2yrKT4r12Lhxo6hTp45YunSpOH/+vFi0aJFQqVTip59+svv4qhsp1qNnz56iTZs2Yu/eveLChQti5cqVwtnZWXz++ed2Hx9VDItjqjGGDRsmvLy8hFqtFj4+PmLYsGEiOTnZcnvPnj1FRESE5XrTpk0FgBKXqKgoSx+TySSmT58uGjVqJDQajejbt69ITEy046iqL1uvR2pqaqm3AxB79+617+CqISneH3/F4rj8pFqP5cuXiwceeEA4OzuLoKAgsXnzZjuNqHqTYj0yMjLEmDFjhLe3t3B2dhaBgYFi3rx5wmQy2XFkVBkKIYSwwwFqIiIiIiKHxz3HRERERERmLI6JiIiIiMxYHBMRERERmbE4JiIiIiIyY3FMRERERGTG4piIiIiIyIzFMRERERGRGYtjIiIiIiIzFsdERERERGZOcgeg6sFkMiE9PR06nQ4KhULuOERERFRLCSGQnZ0Nb29vKJW2P87L4pjKJT09HQaDQe4YRERERACAtLQ0+Pr62vxxWRxTueh0OgB3X4h6vV7mNERERFRbGY1GGAwGS21iayyOqVyKt1Lo9XoWx0RERCQ7qbZ58gt5RERERERmLI6JiIiIiMxYHBMRERERmbE4JiIiIiIyY3FMRERERDZxyXgJv2f/LneMKuHZKoiIiIioSs5cP4N34t5BUlYSAKCte1u81/09+Nf3lzlZxfHIcTWmUCiwefNmuWMQERFRLZZbkIt/7f6XpTAGgNPXT+Ofu/+JgqICGZNVDo8cV2MZGRlo0KCB3DGq7uZl4Kd5QOo+oK4H0GkM0GGE3KmIiIioHHZe3ImsvCy0+F3goUQTTErgYEslUr2uYm/aXjzi94jcESuExbHE8vPzoVarJXnsxo0bV+n+UmYrt9xrwPJHAKN5f9L1ZCDtMJB1Eeg9RdZoRERE9Peu3b6GEbFFePKQsLQNPlyENb2UuNb1mozJKofbKmysV69eGDt2LMaPHw8PDw9oNBooFArs3LkTHTt2hFarRZ8+fZCZmYkffvgBrVq1gl6vxzPPPINbt25ZHmfHjh3o3r076tevD3d3dzz22GNISUmxeq6/bqs4deoU+vTpA61WC3d3d7z88svIycmx3D5mzBg88cQTeP/99+Ht7Y3AwEDJ5+NvHVv5/4XxvQ5+Cty5af88REREVCGdcz2tCuNiI/aZ0Ek0kSFR1bA4lsDq1auhVqsRFxeHL774AgAwY8YMfPbZZzh48CDS0tIwdOhQLFiwAGvXrsW2bduwa9cuLFq0yPIYubm5mDBhAo4dO4aYmBgolUo8+eSTMJlMpT5nbm4u+vfvjwYNGuDnn3/G+vXr8eOPP2Ls2LFW/WJiYpCYmIjdu3fj+++/L3MMeXl5MBqNVhcpFKTFl3HDLeCPpNJvIyIiIofR5NQfpbYrBeB5svqduYLbKiTQokULfPjhhwDu7gsGgPfeew+hoaEAgBdeeAFTpkxBSkoKmjdvDgB4+umnsXfvXrz99tsAgH/84x9Wj7lixQo0bNgQZ8+eRdu2bUs859q1a3Hnzh189dVXqFevHgDgs88+Q3h4OObOnYtGjRoBAOrVq4dly5b97XaKOXPmYObMmZWdgnI7e6cBgkppLxRK5Gkbo57kCYiIiKgqlFptmbcpnJ3tmMQ2eORYAp06dSrR1r59e8u/GzVqhLp161oK4+K2zMxMy/Xz589jxIgRaN68OfR6Pfz8/AAAly5dKvU5z507h6CgIEthDAChoaEwmUxITEy0tLVr165c+4ynTJmCmzdvWi5paWl/e5/K+FbRH7dFyTz/M4Ug6ZaLJM9JREREtqMfOACKUmoLpYsLdGFhMiSqGhbHEri3QC1Wp04dy78VCoXV9eK2e7dMhIeH488//8SXX36JI0eO4MiRIwDufonO1tlKo9FooNfrrS5SqNOwBSLy30aC6e55EHOEM1YVPoJ/F76Exq7V73+bREREtY2Thwd85n8C5T21gqpBA/h+uhAql+p3oIvbKhzQ9evXkZiYiC+//BI9evQAABw4cOC+92nVqhVWrVqF3NxcSwEcFxcHpVLpGF+8K8OzDzXBo0fb4In8d1EPt3EHahRBhUfbNYaXa9m/piEiIiLHoevbFy32xSL30CFAqUS9kBAoNRq5Y1UKjxw7oAYNGsDd3R1Lly5FcnIy9uzZgwkTJtz3PiNHjoSzszMiIiJw+vRp7N27F6+99hpGjRpl2W/siB7w1GHZ6M4IaOSCXGihcqqDIZ188dHTpe1EJiIiIkel1Gqh69MHul69qm1hDPDIsUNSKpWIjo7G66+/jrZt2yIwMBCffvopevXqVeZ96tati507d2LcuHHo0qUL6tati3/84x/45JNP7Be8kh4OaIhdAT3xR3Ye6mlUqKvmy5KIiIjkoRBClDwxHTm8vLw8ODs7Y/fu3Qizw2Z3o9EIV1dX3Lx5U7L9x0RERER/R+qahIfoqiGj0YiNGzdCqVSiZcuWcschIiIiqjFYHFdDUVFRWLt2LebOnQtfX1+54xARERHVGNxWQeXCbRVERETkCKSuSXi2CiIiIiIiMxbHRERERERm3HNM5VK8+8ZoNMqchIiIiGqz4lpEqp3BLI6pXLKzswEABoNB5iREREREd2sTV1dXmz8uv5BH5WIymZCeng6dTgeFQiHJcxiNRhgMBqSlpfFLf3/BuSkb5+b+OD9l49yUjXNzf5yfstljboQQyM7Ohre3N5RK2+8Q5pFjKhelUmm308bp9Xp+2JSBc1M2zs39cX7KxrkpG+fm/jg/ZZN6bqQ4YlyMX8gjIiIiIjJjcUxEREREZMbimByGRqNBVFQUNBqN3FEcDuembJyb++P8lI1zUzbOzf1xfspWE+aGX8gjIiIiIjLjkWMiIiIiIjMWx0REREREZiyOiYiIiIjMWBwTEREREZmxOCa7KCoqwvTp09GsWTNotVr4+/vj3Xff/du/ix4bG4sHH3wQGo0GDzzwAFatWmWfwHZUmbnJyMjAM888g4CAACiVSowfP95+ge2oMnOzceNG9OvXDw0bNoRer0dISAh27txpx9T2U5n5OXDgAEJDQ+Hu7g6tVouWLVti/vz5dkxtH5X9zCkWFxcHJycndOjQQdqgMqjM3MTGxkKhUJS4XLlyxY7J7aOyr528vDxMnToVTZs2hUajgZ+fH1asWGGn1PZRmbkZM2ZMqa+dNm3a2DF5BQkiO3j//feFu7u7+P7770VqaqpYv369cHFxEQsXLizzPhcuXBB169YVEyZMEGfPnhWLFi0SKpVK7Nixw47JpVeZuUlNTRWvv/66WL16tejQoYMYN26c/QLbUWXmZty4cWLu3Lni6NGjIikpSUyZMkXUqVNHHD9+3I7J7aMy83P8+HGxdu1acfr0aZGamiq+/vprUbduXfGf//zHjsmlV5m5KZaVlSWaN28uHnnkEREUFCR9WDurzNzs3btXABCJiYkiIyPDcikqKrJjcvuo7Gvn8ccfF8HBwWL37t0iNTVVHDx4UBw4cMBOqe2jMnNz48YNq9dMWlqacHNzE1FRUfYLXkE8lRvZxWOPPYZGjRph+fLllrZ//OMf0Gq1+Oabb0q9z9tvv41t27bh9OnTlrbhw4fjxo0b2LFjh+SZ7aUyc3OvXr16oUOHDliwYIGEKeVR1bkp1qZNGwwbNgzvvPOOFDFlY6v5eeqpp1CvXj18/fXXUsSURVXmZvjw4WjRogVUKhU2b96MhIQEidPaV2XmJjY2Fr1790ZWVhbq169vp6TyqMz87NixA8OHD8eFCxfg5uZmr6h2Z4vPnM2bN+Opp55CamoqmjZtKlXUKuG2CrKLbt26ISYmBklJSQCAX375BQcOHMDAgQPLvM+hQ4cQFhZm1da/f38cOnRI0qz2Vpm5qS1sMTcmkwnZ2dk18geWLebnxIkTOHjwIHr27ClVTFlUdm5WrlyJCxcuICoqyh4xZVGV102HDh3g5eWFfv36IS4uTuqosqjM/GzduhWdO3fGhx9+CB8fHwQEBGDixIm4ffu2vWLbhS0+c5YvX46wsDCHLYwBcFsF2UdRUZF4++23hUKhEE5OTkKhUIjZs2ff9z4tWrQo0Wfbtm0CgLh165aUce2qMnNzr549e9bYbRVVnRshhJg7d65o0KCBuHr1qkQp5VOV+fHx8RFqtVoolUoxa9YsiZPaX2XmJikpSXh6eorExEQhhBBRUVE1cltFZebm119/FV988YU4duyYiIuLE88995xwcnIS8fHxdkptP5WZn/79+wuNRiMGDRokjhw5IrZt2yaaNm0qxowZY6fU9lHVz+TLly8LlUol/vvf/0qYsupYHJNdrFu3Tvj6+op169aJkydPiq+++kq4ubmJVatWlXmf2lIcV2Zu7lWTi+Oqzs2aNWtE3bp1xe7duyVOKo+qzM+FCxfEyZMnxdKlS4Wbm5tYu3atHRLbT0XnprCwUHTu3FksWbLE0lZTi+Oqvq+KPfzww+LZZ5+VKKV8KjM//fr1E87OzuLGjRuWtg0bNgiFQsGfV/eYPXu2cHd3F3l5eRInrRoWx2QXvr6+4rPPPrNqe/fdd0VgYGCZ9+nRo0eJom/FihVCr9dLEVE2lZmbe9Xk4rgqc7Nu3Tqh1WrF999/L1U82VX1tXPvfQICAmwZTXYVnZusrCwBQKhUKstFoVBY2mJiYuwR2y5s9bqZOHGieOihh2wZzSFUZn5Gjx4t/P39rdrOnj0rAIikpCRJcsqhKq8dk8kkHnjgATF+/Hip4tmMk6x7OqjWuHXrFpRK6y3uKpUKJpOpzPuEhIRg+/btVm27d+9GSEiIJBnlUpm5qS0qOzfr1q3D888/j+joaAwaNEjKiLKy1WvHZDIhLy/PltFkV9G50ev1OHXqlFXb559/jj179uC7775Ds2bNJMtqb7Z63SQkJMDLy8uW0RxCZeYnNDQU69evR05ODlxcXAAASUlJUCqV8PX1lTSvPVXltbNv3z4kJyfjhRdekCqe7chdnVPtEBERIXx8fCynf9m4caPw8PAQb731lqXP5MmTxahRoyzXi0/lNmnSJHHu3DmxePHiGnkqt8rMjRBCnDhxQpw4cUJ06tRJPPPMM+LEiRPizJkz9o4vqcrMzZo1a4STk5NYvHix1emD7v11Z01Rmfn57LPPxNatW0VSUpJISkoSy5YtEzqdTkydOlWOIUimsu+re9XUbRWVmZv58+eLzZs3i/Pnz4tTp06JcePGCaVSKX788Uc5hiCpysxPdna28PX1FU8//bQ4c+aM2Ldvn2jRooV48cUX5RiCZKryvnr22WdFcHCwPeNWGotjsguj0SjGjRsnmjRpIpydnUXz5s3F1KlTrfYdRUREiJ49e1rdb+/evaJDhw5CrVaL5s2bi5UrV9o3uB1Udm4AlLg0bdrUvuElVpm56dmzZ6lzExERYf8BSKwy8/Ppp5+KNm3aiLp16wq9Xi86duwoPv/88xp3vtrKvq/uVVOL48rMzdy5c4W/v79wdnYWbm5uolevXmLPnj0ypJdeZV87586dE2FhYUKr1QpfX18xYcKEGrXfWIjKz82NGzeEVqsVS5cutXPiyuF5jomIiIiIzHieYyIiIiIiMxbHRERERERmLI6JiIiIiMxYHBMRERERmbE4JiIiIiIyY3FMRERERGTG4piIiIiIyIzFMRERERGRGYtjIiIiIiIzJ7kDUPVgMpmQnp4OnU4HhUIhdxwiIiKqpYQQyM7Ohre3N5RK2x/nZXFM5ZKeng6DwSB3DCIiIiIAQFpaGnx9fW3+uCyOqVx0Oh2Auy9EvV4vcxoiIiKqrYxGIwwGg6U2sTUWx1QuxVsp9Ho9i2MiIiKSnVTbPPmFPCIiIiIiMxbHRERERERmLI6JiIiIiMxYHBMRERERmbE4JiIiIiIy49kqSHYmYcK+tH04cuUIGmga4HH/x+Hl4iV3LCIiIqqFWByTrApMBXh766to8L84tL0okF1XgWmdliDixU/xsO/DcscjIiKiivgjCVAoAY8H5E5SaSyOa5hevXqhQ4cOWLBggdxRymXHqY149MMD8PmzuEWgy/k8bLj5FkLnxUGlVMkZj4iIiMrjcjxMm/4F5bVEAICpcXson/wP0Ki1zMEqjnuOSVbX/rvunsL4/w3ccxO/Xk6wex4iIiKqoDtG5K9+ylIYA4DyyknkrXoSKMyTMVjlsDiuQcaMGYN9+/Zh4cKFUCgUUCgUuHjxIk6fPo2BAwfCxcUFjRo1wqhRo3Dt2rX7PlZeXh6MRqPVRQo+F0p/3Lp5gOa3q5I8JxEREdlOdvx6qPNvlGjX3L6C26f/Z/9AVcTiuAZZuHAhQkJC8NJLLyEjIwMZGRnQ6XTo06cPOnbsiGPHjmHHjh24evUqhg4det/HmjNnDlxdXS0Xg8EgSWbPpi1LbRcKoGnzDpI8JxEREdnO+QspZd72a/IFOyaxDRbHNYirqyvUajXq1q2Lxo0bo3HjxliyZAk6duyI2bNno2XLlujYsSNWrFiBvXv3IikpqczHmjJlCm7evGm5pKWlSZK55fPjYVKVfBk69QhBHW9vSZ6TiIiIbOei/sEyb0tz7WTHJLbB4riG++WXX7B37164uLhYLi1b3j1am5JS9v/0NBoN9Hq91UUKzoEBaLLoMygNPgAAoVJB9+ij8J+3UJLnIyIiIttqE9wf/yt6qET72qI+6NSlmwyJqoZnq6jhcnJyEB4ejrlz55a4zcvLMc4lrOvTGwG9e6Hg8mWodDqoXF3ljkRERETlFNhYhy3dPsHen77CQNVRmKDE/4pC0LpfBHzqa+WOV2EsjmsYtVqNoqIiy/UHH3wQGzZsgJ+fH5ycHHe5FQoF1L6+cscgIiKiSnhrYBvEt56MH05lQKVU4J/tvdHOt3oe7OK2ihrGz88PR44cwcWLF3Ht2jVERkbizz//xIgRI/Dzzz8jJSUFO3fuxHPPPWdVRBMRERFVRaemDTDtsdaY8miralsYAyyOa5yJEydCpVKhdevWaNiwIfLz8xEXF4eioiI88sgjaNeuHcaPH4/69etDqeTyExEREd1LIYQQcocgx2c0GuHq6oqbN29K9uU8IiIior8jdU3CQ4dERERERGYsjomIiIiIzFgcExERERGZsTgmIiIiIjJjcUxEREREZOa4fxWCHErxSU2MRqPMSYiIiKg2K65FpDrhGotjKpfs7GwAgMFgkDkJERER0d3axNXV9n9shOc5pnIxmUxIT0+HTqeDQqGQO061YzQaYTAYkJaWxvNEOwCuh2PhejgWrodj4XqUJIRAdnY2vL29JfmDZjxyTOWiVCrh6+srd4xqT6/X88PNgXA9HAvXw7FwPRwL18OaFEeMi/ELeUREREREZiyOiYiIiIjMWBwT2YFGo0FUVBQ0Go3cUQhcD0fD9XAsXA/HwvWwP34hj4iIiIjIjEeOiYiIiIjMWBwTEREREZmxOCYiIiIiMmNxTERERERkxuKYqIL279+P8PBweHt7Q6FQYPPmzfftn5GRgWeeeQYBAQFQKpUYP358qf1u3LiByMhIeHl5QaPRICAgANu3b7f9AGoYqdZjwYIFCAwMhFarhcFgwBtvvIE7d+7YfgA1TEXXY+PGjejXrx8aNmwIvV6PkJAQ7Ny5s0S/xYsXw8/PD87OzggODsbRo0clGkHNIsV6zJkzB126dIFOp4OnpyeeeOIJJCYmSjiKmkOq90exDz74AAqFoszPNSofFsdEFZSbm4ugoCAsXry4XP3z8vLQsGFDTJs2DUFBQaX2yc/PR79+/XDx4kV89913SExMxJdffgkfHx9bRq+RpFiPtWvXYvLkyYiKisK5c+ewfPly/Pe//8W///1vW0avkSq6Hvv370e/fv2wfft2xMfHo3fv3ggPD8eJEycsff773/9iwoQJiIqKwvHjxxEUFIT+/fsjMzNTqmHUGFKsx759+xAZGYnDhw9j9+7dKCgowCOPPILc3FyphlFjSLEexX7++Wf85z//Qfv27W0du/YRRFRpAMSmTZvK3b9nz55i3LhxJdqXLFkimjdvLvLz820Xrhay1XpERkaKPn36WLVNmDBBhIaGVjFh7VLR9SjWunVrMXPmTMv1rl27isjISMv1oqIi4e3tLebMmWOLmLWGrdbjrzIzMwUAsW/fviqkq31suR7Z2dmiRYsWYvfu3WV+rlH58cgxkQPYunUrQkJCEBkZiUaNGqFt27aYPXs2ioqK5I5WK3Xr1g3x8fGWX91fuHAB27dvx6OPPipzsprPZDIhOzsbbm5uAO7+ViU+Ph5hYWGWPkqlEmFhYTh06JBcMWuNv65HaW7evAkA9+1DtlHWekRGRmLQoEFW7xOqPCe5AxDR3eJrz549GDlyJLZv347k5GS8+uqrKCgoQFRUlNzxap1nnnkG165dQ/fu3SGEQGFhIV555RVuq7CDjz/+GDk5ORg6dCgA4Nq1aygqKkKjRo2s+jVq1Ai//vqrHBFrlb+ux1+ZTCaMHz8eoaGhaNu2rZ3T1T6lrUd0dDSOHz+On3/+WcZkNQuPHBM5AJPJBE9PTyxduhSdOnXCsGHDMHXqVHzxxRdyR6uVYmNjMXv2bHz++ec4fvw4Nm7ciG3btuHdd9+VO1qNtnbtWsycORPffvstPD095Y5T65VnPSIjI3H69GlER0fbOV3tU9p6pKWlYdy4cVizZg2cnZ1lTlhz8MgxkQPw8vJCnTp1oFKpLG2tWrXClStXkJ+fD7VaLWO62mf69OkYNWoUXnzxRQBAu3btkJubi5dffhlTp06FUsnjCrYWHR2NF198EevXr7f61bCHhwdUKhWuXr1q1f/q1ato3LixvWPWGmWtx73Gjh2L77//Hvv374evr6+dE9YuZa1HfHw8MjMz8eCDD1raioqKsH//fnz22WfIy8uz+rlC5cNPeCIHEBoaiuTkZJhMJktbUlISvLy8WBjL4NatWyUK4OIfMEIIOSLVaOvWrcNzzz2HdevWYdCgQVa3qdVqdOrUCTExMZY2k8mEmJgYhISE2DtqrXC/9QDuvgfGjh2LTZs2Yc+ePWjWrJkMKWuP+61H3759cerUKSQkJFgunTt3xsiRI5GQkMDCuJJ45JiognJycpCcnGy5npqaioSEBLi5uaFJkyaYMmUKLl++jK+++srSJyEhwXLfP/74AwkJCVCr1WjdujUA4F//+hc+++wzjBs3Dq+99hrOnz+P2bNn4/XXX7fr2KojKdYjPDwcn3zyCTp27Ijg4GAkJydj+vTpCA8P5w+bv1HR9Vi7di0iIiKwcOFCBAcH48qVKwAArVYLV1dXAMCECRMQERGBzp07o2vXrliwYAFyc3Px3HPP2X+A1YwU6xEZGYm1a9diy5Yt0Ol0lj6urq7QarV2HmH1Yuv10Ol0JfZ616tXD+7u7twDXhUyny2DqNrZu3evAFDiEhERIYQQIiIiQvTs2dPqPqX1b9q0qVWfgwcPiuDgYKHRaETz5s3F+++/LwoLC+0zqGpMivUoKCgQM2bMEP7+/sLZ2VkYDAbx6quviqysLLuNq7qq6Hr07Nnzvv2LLVq0SDRp0kSo1WrRtWtXcfjwYfsNqhqTYj1Kux2AWLlypV3HVh1J9f64F0/lVnUKIfg7QiIiIiIigHuOiYiIiIgsWBwTEREREZmxOCYiIiIiMmNxTERERERkxuKYiIiIiMiMxTERERERkRmLYyIiIiIiMxbHRERERGQz+/fvR3h4OLy9vaFQKLB58+YK3f/OnTsYM2YM2rVrBycnJzzxxBOS5CwLi2MiIiIispnc3FwEBQVh8eLFlbp/UVERtFotXn/9dYSFhdk43d9jcUxERERENjNw4EC89957ePLJJ0u9PS8vDxMnToSPjw/q1auH4OBgxMbGWm6vV68elixZgpdeegmNGze2U+r/x+KYiIiIiOxm7NixOHToEKKjo3Hy5EkMGTIEAwYMwPnz5+WOBoDFMRERERHZyaVLl7By5UqsX78ePXr0gL+/PyZOnIju3btj5cqVcscDADjJHYCIiIiIaodTp06hqKgIAQEBVu15eXlwd3eXKZU1FsdEREREZBc5OTlQqVSIj4+HSqWyus3FxUWmVNZYHBMRERGRXXTs2BFFRUXIzMxEjx495I5TKhbHRERERGQzOTk5SE5OtlxPTU1FQkIC3NzcEBAQgJEjR2L06NGYN28eOnbsiD/++AMxMTFo3749Bg0aBAA4e/Ys8vPz8eeffyI7OxsJCQkAgA4dOkieXyGEEJI/CxERERHVCrGxsejdu3eJ9oiICKxatQoFBQV477338NVXX+Hy5cvw8PDAQw89hJkzZ6Jdu3YAAD8/P/z2228lHsMeZSuLYyIiIiIiM57KjYiIiIjIjMUxEREREZEZi2MiIiIiIjMWx0REREREZiyOiYiIiIjMWBwTEREREZmxOCYiIiIiMmNxTERERERkxuKYiIiIiMjMSe4AVD2YTCakp6dDp9NBoVDIHYeIiIhqKSEEsrOz4e3tDaXS9sd5WRxTuaSnp8NgMMgdg4iIiAgAkJaWBl9fX5s/LotjKhedTgfg7gtRr9fLnIaIiIhqK6PRCIPBYKlNbI3FMZVL8VYKvV7P4piIiIhkJ9U2T34hj4iIiIjIjMUxEREREZEZi2MiIiIiIjMWx0REREREZvxCHjmG1P3AhX1AXXeg3RDApaHciYiIiKiCLty4AKVCCT9XP7mjVBqLY5KXqQj47nng7Ob/b9vzHvBMNNDsYdliERERUfmdvnYa0w5MQ8rNFABAK7dWeL/7+2jRoIXMySqO2ypk1KtXL4wfP77M269cuYJ+/fqhXr16qF+/vt1y2dXpjdaFMQAU5AJbIgGTSZZIREREVH45+Tl45cdXLIUxAJz78xxe2f0K8ovyZUxWOSyOHdj8+fORkZGBhIQEJCUl2eQx/64gt7tfvy+9/cYl4MpJ+2YhIiKiCtt5cSdu5t0s0Z55OxN70/bKkKhquK3CgaWkpKBTp05o0aL6/UqivLILFHDOVeGPMy64dVUDlcaE+v630MD/FqBSyx2PiIiI/sb1O9fLvO3PO3/aMYlt8MixzEwmE9566y24ubmhcePGmDFjBgDAz88PGzZswFdffQWFQoExY8YAAD755BO0a9cO9erVg8FgwKuvvoqcnByrx4yLi0OvXr1Qt25dNGjQAP3790dWVhbGjBmDffv2YeHChVAoFFAoFLh48WKpufLy8mA0Gq0uUtie3REXf/TAzQv1UJDrhDt/qnHl5/o494sPMpybSfKcREREZDtdGncp+7ZGZd/mqFgcy2z16tWoV68ejhw5gg8//BCzZs3C7t278fPPP2PAgAEYOnQoMjIysHDhQgCAUqnEp59+ijNnzmD16tXYs2cP3nrrLcvjJSQkoG/fvmjdujUOHTqEAwcOIDw8HEVFRVi4cCFCQkLw0ksvISMjAxkZGTAYDKXmmjNnDlxdXS2XsvpVVU78VRTeVpVoz09S4crlPyR5TiIiIrKdjp4dMcBvQIn2pwOexgMNHpAhUdUohBBC7hC1Va9evVBUVISffvrJ0ta1a1f06dMHH3zwAZ544gnUr18fq1atKvMxvvvuO7zyyiu4du0aAOCZZ57BpUuXcODAgTKfs0OHDliwYMF9s+Xl5SEvL89y3Wg0wmAw4ObNm9Dr9eUf5N/YP2wMGv5ypNTbPL/+Bu5dOtnsuYiIiEgaRaYibE/djl2/7YJKocIAvwHo79cfCoXC5s9lNBrh6upq85qkGPccy6x9+/ZW1728vJCZmVlm/x9//BFz5szBr7/+CqPRiMLCQty5cwe3bt1C3bp1kZCQgCFDhlQ5l0ajgUajqfLj/B2/dgHILaU4NimVcPVrIvnzExERUdWplCqE+4cj3D9c7ihVxm0VMqtTp47VdYVCAVMZpzC7ePEiHnvsMbRv3x4bNmxAfHw8Fi9eDADIz797qhStVittYBtrPGokUErmBo8/DqeG/EMgREREZF8sjquR+Ph4mEwmzJs3Dw899BACAgKQnp5u1ad9+/aIiYkp8zHUajWKioqkjlpu6qZN0XTFcmgffBAAoNTp4DZmDBrPmilzMiIiIqqNuK2iGnnggQdQUFCARYsWITw8HHFxcfjiiy+s+kyZMgXt2rXDq6++ildeeQVqtRp79+7FkCFD4OHhAT8/Pxw5cgQXL16Ei4sL3NzcoFTK+3+kuh07wm/tGpjy86FwcoJC5jxERERUe7EKqUaCgoLwySefYO7cuWjbti3WrFmDOXPmWPUJCAjArl278Msvv6Br164ICQnBli1b4OR09/9BEydOhEqlQuvWrdGwYUNcunRJjqGUSqlWszAmIiIiWfFsFVQuUn8zlIiIiKg8pK5JeJiOiIiIiMiMxTERERERkRmLYyIiIiIiMxbHRERERERmLI6JiIiIiMx4nmMql+KTmhiNRpmTEBERUW1WXItIdcI1FsdULtnZ2QAAg8EgcxIiIiKiu7WJq6urzR+X5zmmcjGZTEhPT4dOp4NCoZA7DoxGIwwGA9LS0njeZQfA9XAsXA/HwvVwLFwPx1HZtRBCIDs7G97e3pL8lV8eOaZyUSqV8PX1lTtGCXq9nh9uDoTr4Vi4Ho6F6+FYuB6OozJrIcUR42L8Qh4RERERkRmLYyIiIiIiMxbHVC1pNBpERUVBo9HIHYXA9XA0XA/HwvVwLFwPx+Goa8Ev5BERERERmfHIMRERERGRGYtjIiIiIiIzFsdERERERGYsjomIiIiIzFgck0Pav38/wsPD4e3tDYVCgc2bN9+3/8aNG9GvXz80bNgQer0eISEh2Llzp33C1gIVXY8DBw4gNDQU7u7u0Gq1aNmyJebPn2+fsDVcRdfiXnFxcXByckKHDh0ky1fbVHQ9YmNjoVAoSlyuXLlin8A1XGXeH3l5eZg6dSqaNm0KjUYDPz8/rFixQvqwtUBF12PMmDGlvj/atGljn8BmLI7JIeXm5iIoKAiLFy8uV//9+/ejX79+2L59O+Lj49G7d2+Eh4fjxIkTEietHSq6HvXq1cPYsWOxf/9+nDt3DtOmTcO0adOwdOlSiZPWfBVdi2I3btzA6NGj0bdvX4mS1U6VXY/ExERkZGRYLp6enhIlrF0qsx5Dhw5FTEwMli9fjsTERKxbtw6BgYESpqw9KroeCxcutHpfpKWlwc3NDUOGDJE4qTWeyo0cnkKhwKZNm/DEE09U6H5t2rTBsGHD8M4770gTrJaq7Ho89dRTqFevHr7++mtpgtVCFVmL4cOHo0WLFlCpVNi8eTMSEhIkz1fblGc9YmNj0bt3b2RlZaF+/fp2y1YblWc9duzYgeHDh+PChQtwc3OzX7haqDI/OzZv3oynnnoKqampaNq0qXTh/oJHjqlGMplMyM7O5oedgzhx4gQOHjyInj17yh2lVlq5ciUuXLiAqKgouaOQWYcOHeDl5YV+/fohLi5O7ji11tatW9G5c2d8+OGH8PHxQUBAACZOnIjbt2/LHY0ALF++HGFhYXYtjAHAya7PRmQnH3/8MXJycjB06FC5o9Rqvr6++OOPP1BYWIgZM2bgxRdflDtSrXP+/HlMnjwZP/30E5yc+JEvNy8vL3zxxRfo3Lkz8vLysGzZMvTq1QtHjhzBgw8+KHe8WufChQs4cOAAnJ2dsWnTJly7dg2vvvoqrl+/jpUrV8odr1ZLT0/HDz/8gLVr19r9uflJSTXO2rVrMXPmTGzZsoX7+GT2008/IScnB4cPH8bkyZPxwAMPYMSIEXLHqjWKiorwzDPPYObMmQgICJA7DgEIDAy02s/arVs3pKSkYP78+dxyJAOTyQSFQoE1a9bA1dUVAPDJJ5/g6aefxueffw6tVitzwtpr9erVqF+/foW38NkCi2OqUaKjo/Hiiy9i/fr1CAsLkztOrdesWTMAQLt27XD16lXMmDGDxbEdZWdn49ixYzhx4gTGjh0L4G4xIISAk5MTdu3ahT59+sickrp27YoDBw7IHaNW8vLygo+Pj6UwBoBWrVpBCIHff/8dLVq0kDFd7SWEwIoVKzBq1Cio1Wq7Pz+LY6ox1q1bh+effx7R0dEYNGiQ3HHoL0wmE/Ly8uSOUavo9XqcOnXKqu3zzz/Hnj178N1331n+80LySkhIgJeXl9wxaqXQ0FCsX78eOTk5cHFxAQAkJSVBqVTC19dX5nS11759+5CcnIwXXnhBludncUwOKScnB8nJyZbrqampSEhIgJubG5o0aYIpU6bg8uXL+OqrrwDc3UoRERGBhQsXIjg42HLOUK1Wa3VEgCqnouuxePFiNGnSBC1btgRw91R7H3/8MV5//XVZ8tckFVkLpVKJtm3bWt3f09MTzs7OJdqpcir63liwYAGaNWuGNm3a4M6dO1i2bBn27NmDXbt2yTWEGqWi6/HMM8/g3XffxXPPPYeZM2fi2rVrmDRpEp5//nluqbCBiq5HseXLlyM4OFi+zylB5ID27t0rAJS4RERECCGEiIiIED179rT079mz5337U9VUdD0+/fRT0aZNG1G3bl2h1+tFx44dxeeffy6KiorkGUANUtG1+KuoqCgRFBRkl6y1QUXXY+7cucLf3184OzsLNzc30atXL7Fnzx55wtdAlXl/nDt3ToSFhQmtVit8fX3FhAkTxK1bt+wfvgaqzHrcuHFDaLVasXTpUvsHNuN5jomIiIiIzHieYyIiIiIiMxbHRERERERmLI6JiIiIiMxYHBMRERERmbE4JiIiIiIyY3FMRERERGTG4piIiIiIyIzFMRERERGRGYtjIiIiIiIzJ7kDUPVgMpmQnp4OnU4HhUIhdxwiIiKqpYQQyM7Ohre3N5RK2x/nZXFM5ZKeng6DwSB3DCIiIiIAQFpaGnx9fW3+uCyOqVx0Oh2Auy9EvV4vcxoiIiKqrYxGIwwGg6U2sTUWx1QuxVsp9Ho9i2MiIiKSnVTbPPmFPCIiIiIiMxbHRERERERmLI6JiIiIiMxYHBMRERERmfELeUREJLk7SUnIWrcOBenp0LZvjwYjRsDJzU3uWEREJfDIsQOLi4tDu3btUKdOHTzxxBOVeoyLFy9CoVAgISHBptmIiMor50AcLv7jadxYF43cfftxbdFnSH36aRRczZQ7GhFRCSyOHUSvXr0wfvx4q7YJEyagQ4cOSE1NxapVq/72McaMGVPpIpqISCqZH8yBKCiwaitMz8D15ctkSkREVDYWxw4sJSUFffr0ga+vL+rXry93HCKiCivMykJeckqpt92K3WXnNEREf4/FsQMYM2YM9u3bh4ULF0KhUFgu169fx/PPPw+FQmE5cnzmzBk89thj0Ov10Ol06NGjB1JSUjBjxgysXr0aW7Zssdw/NjbW8hwXLlxA7969UbduXQQFBeHQoUPyDJaIahWlSkChEqXeZjLdsG8YIqJyYHHsABYuXIiQkBC89NJLyMjIwO+//47ff/8der0eCxYsQEZGBoYNG4bLly/j4YcfhkajwZ49exAfH4/nn38ehYWFmDhxIoYOHYoBAwYgIyMDGRkZ6Natm+U5pk6diokTJyIhIQEBAQEYMWIECgsLy8yUl5cHo9FodSEiqqg7pkLktMgv9Tajf5Gd0xAR/T2ercIBuLq6Qq1Wo27dumjcuLGlXaFQwNXV1dK2ePFiuLq6Ijo6GnXq1AEABAQEWPprtVrk5eVZPUaxiRMnYtCgQQCAmTNnok2bNkhOTkbLli1LzTRnzhzMnDnTZmMkotrpjpMroh6pi8EqE7qdFVAJ4JYG2NBNiYx2DbFS7oBERH/B4rgaSUhIQI8ePSyFcUW0b9/e8m8vLy8AQGZmZpnF8ZQpUzBhwgTLdaPRCIPBUOHnJaJazikXl+opsOhxFb7qK+CWDaS7AXlqBdxUarnTERGVwOK4GtFqtZW+770FtUKhAACYTKYy+2s0Gmg0mko/HxERANSrUw/OKi3uFN3GzXoK3Kz3/7c94NFEvmBERGXgnmMHoVarUVR0//137du3x08//YSCv5wSqSKPQURkTxqVBk8H/KPU20a3GWnnNEREf4/FsYPw8/PDkSNHcPHiRVy7dq3Uo7pjx46F0WjE8OHDcezYMZw/fx5ff/01EhMTLY9x8uRJJCYm4tq1a2UW0URE9jSh0wQMCxwGjerub6Pcnd0x/aHp6GnoKXMyIqKSWBw7iIkTJ0KlUqF169Zo2LAhLl26VKKPu7s79uzZg5ycHPTs2ROdOnXCl19+adky8dJLLyEwMBCdO3dGw4YNERcXZ+9hEBGVUEdVB9MemobYobHY9uQ27B6yG0MDh8odi4ioVAohROknoCS6h9FohKurK27evAm9Xi93HCIiIqqlpK5JeOSYiIiIiMiMxTERERERkRmLYyIiIiIiMxbHRERERERmLI6JiIiIiMxYHBMRERERmfHPR1O5FJ/xz2g0ypyEiIiIarPiWkSqsxGzOKZyyc7OBgAYDAaZkxARERHdrU1cXV1t/rj8IyBULiaTCenp6dDpdFAoFJI8h9FohMFgQFpaGv/QSBVxLm2Hc2k7nEvb4nzaDufSduwxl0IIZGdnw9vbG0ql7XcI88gxlYtSqYSvr69dnkuv1/PDyUY4l7bDubQdzqVtcT5th3NpO1LPpRRHjIvxC3lERERERGYsjomIiIiIzFgck8PQaDSIioqCRqORO0q1x7m0Hc6l7XAubYvzaTucS9upCXPJL+QREREREZnxyDERERERkRmLYyIiIiIiMxbHRERERERmLI6JiIiIiMxYHJMk9u/fj/DwcHh7e0OhUGDz5s337Z+RkYFnnnkGAQEBUCqVGD9+/H37R0dHQ6FQ4IknnrBZZkcl1VzeuHEDkZGR8PLygkajQUBAALZv3277ATgQqeZywYIFCAwMhFarhcFgwBtvvIE7d+7YfgAOpqLzuXHjRvTr1w8NGzaEXq9HSEgIdu7cWaLf4sWL4efnB2dnZwQHB+Po0aMSjcBxSDGXc+bMQZcuXaDT6eDp6YknnngCiYmJEo7CMUj1uiz2wQcfQKFQ/O3PqZpAqrm8fPkynn32Wbi7u0Or1aJdu3Y4duyYRKOoOBbHJInc3FwEBQVh8eLF5eqfl5eHhg0bYtq0aQgKCrpv34sXL2LixIno0aOHLaI6PCnmMj8/H/369cPFixfx3XffITExEV9++SV8fHxsGd3hSDGXa9euxeTJkxEVFYVz585h+fLl+O9//4t///vftozukCo6n/v370e/fv2wfft2xMfHo3fv3ggPD8eJEycsff773/9iwoQJiIqKwvHjxxEUFIT+/fsjMzNTqmE4BCnmct++fYiMjMThw4exe/duFBQU4JFHHkFubq5Uw3AIUsxlsZ9//hn/+c9/0L59e1vHdkhSzGVWVhZCQ0NRp04d/PDDDzh79izmzZuHBg0aSDWMihNEEgMgNm3aVO7+PXv2FOPGjSv1tsLCQtGtWzexbNkyERERIQYPHmyTjNWFreZyyZIlonnz5iI/P9924aoZW81lZGSk6NOnj1XbhAkTRGhoaBUTVi8Vnc9irVu3FjNnzrRc79q1q4iMjLRcLyoqEt7e3mLOnDm2iFkt2Gou/yozM1MAEPv27atCuurFlnOZnZ0tWrRoIXbv3n3fn1M1la3m8u233xbdu3e3YTLb45FjqlZmzZoFT09PvPDCC3JHqda2bt2KkJAQREZGolGjRmjbti1mz56NoqIiuaNVO926dUN8fLzlV/8XLlzA9u3b8eijj8qczPGZTCZkZ2fDzc0NwN3faMTHxyMsLMzSR6lUIiwsDIcOHZIrZrXw17kszc2bNwHgvn2o7LmMjIzEoEGDrF6fdH+lzeXWrVvRuXNnDBkyBJ6enujYsSO+/PJLGVOW5CR3AKLyOnDgAJYvX46EhAS5o1R7Fy5cwJ49ezBy5Ehs374dycnJePXVV1FQUICoqCi541UrzzzzDK5du4bu3btDCIHCwkK88sortWJbRVV9/PHHyMnJwdChQwEA165dQ1FRERo1amTVr1GjRvj111/liFht/HUu/8pkMmH8+PEIDQ1F27Zt7ZyueiltLqOjo3H8+HH8/PPPMiarfkqbywsXLmDJkiWYMGEC/v3vf+Pnn3/G66+/DrVajYiICBnT/j8Wx1QtZGdnY9SoUfjyyy/h4eEhd5xqz2QywdPTE0uXLoVKpUKnTp1w+fJlfPTRRyyOKyg2NhazZ8/G559/juDgYCQnJ2PcuHF49913MX36dLnjOay1a9di5syZ2LJlCzw9PeWOU62VZy4jIyNx+vRpHDhwwM7pqpfS5jItLQ3jxo3D7t274ezsLHPC6qOs16XJZELnzp0xe/ZsAEDHjh1x+vRpfPHFFyyOiSoiJSUFFy9eRHh4uKXNZDIBAJycnJCYmAh/f3+54lU7Xl5eqFOnDlQqlaWtVatWuHLlCvLz86FWq2VMV71Mnz4do0aNwosvvggAaNeuHXJzc/Hyyy9j6tSpUCq5e+2voqOj8eKLL2L9+vVWv6L28PCASqXC1atXrfpfvXoVjRs3tnfMaqGsubzX2LFj8f3332P//v3w9fW1c8Lqo6y5jI+PR2ZmJh588EFLW1FREfbv34/PPvsMeXl5Vp+ldP/XpZeXF1q3bm3V1qpVK2zYsMGeEe+Ln9pULbRs2RKnTp1CQkKC5fL444+jd+/eSEhIgMFgkDtitRIaGork5GTLfzAAICkpCV5eXiyMK+jWrVslCuDiH5RCCDkiObR169bhueeew7p16zBo0CCr29RqNTp16oSYmBhLm8lkQkxMDEJCQuwd1eHdby6Bu6+/sWPHYtOmTdizZw+aNWsmQ8rq4X5z2bdv3xI/fzp37oyRI0ciISGBhfFf/N3rMjQ0tMQpBZOSktC0aVN7RfxbPHJMksjJyUFycrLlempqKhISEuDm5oYmTZpgypQpuHz5Mr766itLn+K9xDk5Ofjjjz+QkJAAtVqN1q1bw9nZucQ+ufr16wNAjd8/Z+u5BIB//etf+OyzzzBu3Di89tprOH/+PGbPno3XX3/drmOzNynmMjw8HJ988gk6duxo2VYxffp0hIeH1/gfmhWdz7Vr1yIiIgILFy5EcHAwrly5AgDQarVwdXUFAEyYMAERERHo3LkzunbtigULFiA3NxfPPfec/QdoR1LMZWRkJNauXYstW7ZAp9NZ+ri6ukKr1dp5hPZj67nU6XQlfs7Uq1cP7u7u/PlTidflG2+8gW7dumH27NkYOnQojh49iqVLl2Lp0qX2H2BZZD5bBtVQe/fuFQBKXCIiIoQQQkRERIiePXta3ae0/k2bNi3zOWrLqdykmsuDBw+K4OBgodFoRPPmzcX7778vCgsL7TMomUgxlwUFBWLGjBnC399fODs7C4PBIF599VWRlZVlt3HJpaLz2bNnz/v2L7Zo0SLRpEkToVarRdeuXcXhw4ftNyiZSDGXpd0OQKxcudKuY7M3qV6X96otp3KTai7/97//ibZt2wqNRiNatmwpli5dar9BlYNCCP7ej4iIiIgI4J5jIiIiIiILFsdERERERGYsjomIiIiIzFgcExERERGZsTgmIiIiIjJjcUxEREREZMbimIiIiIjIjMUxEREREZEZi2MiIiIiIjMnuQNQ9WAymZCeng6dTgeFQiF3HCIiIqqlhBDIzs6Gt7c3lErbH+dlcUzlkp6eDoPBIHcMIiIiIgBAWloafH19bf64LI6pXHQ6HYC7L0S9Xi9zGiIiIqqtjEYjDAaDpTaxNRbHVC7FWyn0ej2LYyIiIpKdVNs8+YU8IiIiIiIzFsdERERERGYsjomIiIiIzFgcExERERGZ8Qt5REQkuW8Tv8XXZ79GRm4G2nq0RWSHSHRp3EXuWEREJfDIsQOJjY2FQqHAjRs3bPq4q1atQv369W36mERE5bX6zGq8e/hdXDReRF5RHuKvxuPlXf/E6Wun5Y5GRFQCi+Maxs/PDwsWLJA7BhERAKDQVIglJ5bBP13g1e+L8M6aIozcWwSdMR+fxS+TOx4RUQncVkFERJLJun0DLX/9E29uNMHJdLet7SXg4VNFeH/MWaC/vPmIiP6KR47tLC8vD6+//jo8PT3h7OyM7t274+eff7bqEx8fj86dO6Nu3bro1q0bEhMTrW7/3//+hy5dusDZ2RkeHh548sknAQC9evXCb7/9hjfeeAMKhaLEybF37tyJVq1awcXFBQMGDEBGRoa0gyWiWs9kqotn98BSGBdrkAsMPHBHnlBERPfB4tjO3nrrLWzYsAGrV6/G8ePH8cADD6B///74888/LX2mTp2KefPm4dixY3BycsLzzz9vuW3btm148skn8eijj+LEiROIiYlB165dAQAbN26Er68vZs2ahYyMDKvi99atW/j444/x9ddfY//+/bh06RImTpxYZs68vDwYjUarCxFRRbneuQWfP02l3vbQ7zl2TkNE9Pe4rcKOcnNzsWTJEqxatQoDBw4EAHz55ZfYvXs3li9fji5d7n5z+/3330fPnj0BAJMnT8agQYNw584dODs74/3338fw4cMxc+ZMy+MGBQUBANzc3KBSqaDT6dC4cWOr5y4oKMAXX3wBf39/AMDYsWMxa9asMrPOmTPH6jmIiCpD7VQAhZMJorDksRj3ugUyJCIiuj8eObajlJQUFBQUIDQ01NJWp04ddO3aFefOnbO0tW/f3vJvLy8vAEBmZiYAICEhAX379q3wc9etW9dSGBc/bvFjlmbKlCm4efOm5ZKWllbh5yQiUtbTo37z0rdPeHRuYOc0RER/j8WxA6pTp47l38X7hk2mu7+W1Gq1VX7M4scVQpTZX6PRQK/XW12IiCpMXQ+ez/RGff9cKJR3P3NUmiI06nQDuqdfkDkcEVFJLI7tyN/fH2q1GnFxcZa2goIC/Pzzz2jdunW5HqN9+/aIiYkp83a1Wo2ioqIqZyUishXl45/A6+m2aPHEFTR/NBMPDL4Gt5GjgAdHyx2NiKgE7jm2o3r16uFf//oXJk2aBDc3NzRp0gQffvghbt26hRdeeAG//PLL3z5GVFQU+vbtC39/fwwfPhyFhYXYvn073n77bQB3z3O8f/9+DB8+HBqNBh4eHlIPi4jo/uq6Ac9thyrjF6hupAHeHQBXX7lTERGVikeO7eyDDz7AP/7xD4waNQoPPvggkpOTsXPnTjRoUL69d7169cL69euxdetWdOjQAX369MHRo0ctt8+aNQsXL16Ev78/GjZsKNUwiIgqzisIaPUYC2MicmgKcb+Np0RmRqMRrq6uuHnzJvcfExERkWykrkl45JiIiIiIyIzFMRERERGRGYtjIiIiIiIzFsdERERERGYsjomIiIiIzHieYyqX4pOaGI1GmZMQERFRbVZci0h1wjUWx1Qu2dnZAACDwSBzEiIiIqK7tYmrq6vNH5fnOaZyMZlMSE9Ph06ng0KhkDtOpRmNRhgMBqSlpfF8zTbGuZUG51U6nFvpcG6lw7m9e8Q4Ozsb3t7eUCptv0OYR46pXJRKJXx9a85ftdLr9bX2Q0VqnFtpcF6lw7mVDudWOrV9bqU4YlyMX8gjIiIiIjJjcUxEREREZMbimGoVjUaDqKgoaDQauaPUOJxbaXBepcO5lQ7nVjqcW+nxC3lERERERGY8ckxEREREZMbimIiIiIjIjMUxEREREZEZi2MiIiIiIjMWx0REREREZiyOqcaYMWMGFAqF1aVly5Zl9l+1alWJ/s7OznZMXH1UdG4B4MaNG4iMjISXlxc0Gg0CAgKwfft2OyWuPio6t7169SrRX6FQYNCgQXZM7fgq85pdsGABAgMDodVqYTAY8MYbb+DOnTt2Slx9VHRuCwoKMGvWLPj7+8PZ2RlBQUHYsWOHHRNXL5cvX8azzz4Ld3d3aLVatGvXDseOHbvvfWJjY/Hggw9Co9HggQcewKpVq+wTtobin4+mGqVNmzb48ccfLdednO7/Etfr9UhMTLRcVygUkmWr7ioyt/n5+ejXrx88PT3x3XffwcfHB7/99hvq169vh6TVT0XmduPGjcjPz7dcv379OoKCgjBkyBBJM1ZHFZnXtWvXYvLkyVixYgW6deuGpKQkjBkzBgqFAp988ok94lYrFZnbadOm4ZtvvsGXX36Jli1bYufOnXjyySdx8OBBdOzY0R5xq42srCyEhoaid+/e+OGHH9CwYUOcP38eDRo0KPM+qampGDRoEF555RWsWbMGMTExePHFF+Hl5YX+/fvbMX3NweKYahQnJyc0bty43P0VCkWF+tdmFZnbFStW4M8//8TBgwdRp04dAICfn5+E6aq3isytm5ub1fXo6GjUrVuXxXEpKjKvBw8eRGhoKJ555hkAd1+vI0aMwJEjR6SMWG1VZG6//vprTJ06FY8++igA4F//+hd+/PFHzJs3D998842UMauduXPnwmAwYOXKlZa2Zs2a3fc+X3zxBZo1a4Z58+YBAFq1aoUDBw5g/vz5LI4ridsqqEY5f/48vL290bx5c4wcORKXLl26b/+cnBw0bdoUBoMBgwcPxpkzZ+yUtPqpyNxu3boVISEhiIyMRKNGjdC2bVvMnj0bRUVFdkxcfVT0dXuv5cuXY/jw4ahXr56ECaunisxrt27dEB8fj6NHjwIALly4gO3bt1sKOrJWkbnNy8srsWVNq9XiwIEDUsesdrZu3YrOnTtjyJAh8PT0RMeOHfHll1/e9z6HDh1CWFiYVVv//v1x6NAhKaPWbIKohti+fbv49ttvxS+//CJ27NghQkJCRJMmTYTRaCy1/8GDB8Xq1avFiRMnRGxsrHjssceEXq8XaWlpdk7u+Co6t4GBgUKj0Yjnn39eHDt2TERHRws3NzcxY8YMOyd3fBWd23sdOXJEABBHjhyxQ9LqpTLzunDhQlGnTh3h5OQkAIhXXnnFjomrj4rO7YgRI0Tr1q1FUlKSKCoqErt27RJarVao1Wo7J3d8Go1GaDQaMWXKFHH8+HHxn//8Rzg7O4tVq1aVeZ8WLVqI2bNnW7Vt27ZNABC3bt2SOnKNxOKYaqysrCyh1+vFsmXLytU/Pz9f+Pv7i2nTpkmcrPr7u7lt0aKFMBgMorCw0NI2b9480bhxY3tFrLYq8rp9+eWXRbt27eyQqvr7u3ndu3evaNSokfjyyy/FyZMnxcaNG4XBYBCzZs2yc9Lq5+/mNjMzUwwePFgolUqhUqlEQECAePXVV4Wzs7Odkzq+OnXqiJCQEKu21157TTz00ENl3ofFse1xWwXVWPXr10dAQACSk5PL1b9OnTro2LFjufvXZn83t15eXggICIBKpbK0tWrVCleuXLH6MhmVVN7XbW5uLqKjo/HCCy/YKVn19nfzOn36dIwaNQovvvgi2rVrhyeffBKzZ8/GnDlzYDKZ7Jy2evm7uW3YsCE2b96M3Nxc/Pbbb/j111/h4uKC5s2b2zmp4/Py8kLr1q2t2lq1anXfbSuNGzfG1atXrdquXr0KvV4PrVYrSc6ajsUx1Vg5OTlISUmBl5dXufoXFRXh1KlT5e5fm/3d3IaGhiI5OdmqqEhKSoKXlxfUarW9YlZL5X3drl+/Hnl5eXj22WftlKx6+7t5vXXrFpRK6x+Jxf+5E0JInq86K+9r1tnZGT4+PigsLMSGDRswePBgOyWsPkJDQ63OoATc/exs2rRpmfcJCQlBTEyMVdvu3bsREhIiScZaQe5D10S28uabb4rY2FiRmpoq4uLiRFhYmPDw8BCZmZlCCCFGjRolJk+ebOk/c+ZMsXPnTpGSkiLi4+PF8OHDhbOzszhz5oxcQ3BYFZ3bS5cuCZ1OJ8aOHSsSExPF999/Lzw9PcV7770n1xAcVkXntlj37t3FsGHD7B232qjovEZFRQmdTifWrVsnLly4IHbt2iX8/f3F0KFD5RqCw6ro3B4+fFhs2LBBpKSkiP3794s+ffqIZs2aiaysLJlG4LiOHj0qnJycxPvvvy/Onz8v1qxZI+rWrSu++eYbS5/JkyeLUaNGWa5fuHBB1K1bV0yaNEmcO3dOLF68WKhUKrFjxw45hlAj8FRuVGP8/vvvGDFiBK5fv46GDRuie/fuOHz4MBo2bAgAuHTpktWRoaysLLz00ku4cuUKGjRogE6dOuHgwYMlfqVFFZ9bg8GAnTt34o033kD79u3h4+ODcePG4e2335ZrCA6ronMLAImJiThw4AB27dolR+RqoaLzOm3aNCgUCkybNg2XL19Gw4YNER4ejvfff1+uITisis7tnTt3MG3aNFy4cAEuLi549NFH8fXXX/O856Xo0qULNm3ahClTpmDWrFlo1qwZFixYgJEjR1r6ZGRkWG2zaNasGbZt24Y33ngDCxcuhK+vL5YtW8bTuFWBQgj+voiIiIiICOCeYyIiIiIiCxbHRERERERmLI6JiIiIiMxYHBMRERERmbE4JiIiIiIyY3FMRERERGTG4piIiIiIyIzFMRERERHd1/79+xEeHg5vb28oFAps3ry5Rj3fvVgcExEREdF95ebmIigoCIsXL66Rz3cv/vloIiIiIrqvgQMHYuDAgWXenpeXh6lTp2LdunW4ceMG2rZti7lz56JXr16SPJ+UeOSYiIiIiKpk7NixOHToEKKjo3Hy5EkMGTIEAwYMwPnz5+WOVmEsjomIiIio0i5duoSVK1di/fr16NGjB/z9/TFx4kR0794dK1eulDtehbE4JiIiIqJKO3XqFIqKihAQEAAXFxfLZd++fUhJSQEA/Prrr1AoFPe9TJ48WeaR3MU9x0RERERUaTk5OVCpVIiPj4dKpbK6zcXFBQDQvHlznDt37r6P4+7uLlnGimBxTERERESV1rFjRxQVFSEzMxM9evQotY9arUbLli3tnKxyWBwTERER0X3l5OQgOTnZcj01NRUJCQlwc3NDQEAARo4cidGjR2PevHno2LEj/vjjD8TExKB9+/YYNGiQTZ+vSZMmNhlTWRRCCCHpMxARERFRtRYbG4vevXuXaI+IiMCqVatQUFCA9957D1999RUuX74MDw8PPPTQQ5g5cybatWtn8+eTEotjIiIiIiIznq2CiIiIiMiMxTERERERkRmLYyIiIiIiMxbHRERERERmLI6JiIiIiMxYHBMRERERmbE4JiIiIiIyY3FMRERERGTG4piIiIiIyMxJ7gBUPZhMJqSnp0On00GhUMgdh4iIiGopIQSys7Ph7e0NpdL2x3lZHFO5pKenw2AwyB2DiIiICACQlpYGX19fmz8ui2MqF51OB+DuC1Gv18uchoiIiGoro9EIg8FgqU1sjcUxlUvxVgq9Xs/imIiIiGQn1TZPfiGPiIiIiMiMxTERERERkRmLYyIiIiIiMxbHRERERERmLI6JiIiIiMxYHJNDECYT8n/7DYVZWXJHISIiolqMp3Ij2WXHxODqe++iIOMqoFRC1y8MXu++CxVPGUdERFQtCCGw+7fd2P3bbigVSgzwG4DeTXrLHatSWByTrO4kJuL3114DTOJug8mE7J27UHjzGvxWrZE3HBEREZXLtLhp2Jqy1XJ9e+p2jGw1EpO7TpYxVeVwW0UtkZubi9GjR8PFxQVeXl6YN28eevXqhfHjx8ua6/dP5/x/YXyP24ePo+DyZRkSERERUUWc/OOkVWFcbM25Nbhw84IMiaqGxXEtMWnSJOzbtw9btmzBrl27EBsbi+PHj5fZPy8vD0aj0eoihbyUs2XelpkQJ8lzEhERke0cyThSqdscFYvjWiAnJwfLly/Hxx9/jL59+6Jdu3ZYvXo1CgsLy7zPnDlz4OrqarkYDAZJshV4akptV9YxwejuJslzEhERke24alzLvK2BpoEdk9gGi+NaICUlBfn5+QgODra0ubm5ITAwsMz7TJkyBTdv3rRc0tLSJMl2LewpqPUFJdqd2gJNOvSU5DmJiIjIdgY0GwBdHV2Jdndnd/Qy9LJ/oCpicUyl0mg00Ov1VhcpdHn6VaT2D4RHWyPqNsyDzvc23B/OxpkR76Gecx1JnpOIiIhsR6/W47O+n8HXxdfS1sy1GT4P+xzOTs4yJqscnq2iFvD390edOnVw5MgRNGnSBACQlZWFpKQk9Owp79FZ17oadHx7I374YQsUqftQ5OwG3x7P4vGOZR/VJiIiIsfyYKMHsf2p7Tj35zmoFCoEulXfn+MsjmsBFxcXvPDCC5g0aRLc3d3h6emJqVOnQql0jF8cuLto8OyQoQCGyh2FiIiIKkmhUKC1e2u5Y1QZi+Na4qOPPkJOTg7Cw8Oh0+nw5ptv4ubNm3LHIiIiInIojnHokCTn4uKCr7/+Grm5ubhy5QomTZokdyQiIiIih8PimIiIiIjIjMUxEREREZEZ9xzXYrGxsXJHICIiInIoPHJMRERERGTG4piIiIiIyIzbKqhchBAAAKPRKHMSIiIiqs2Ka5Hi2sTWWBxTuWRnZwMADAaDzEmIiIiI7tYmrq6uNn9chZCq7KYaxWQyIT09HTqdDgqFwq7PbTQaYTAYkJaWBr1eb9fnrmk4l7bF+bQdzqXtcC5th3NpO7acSyEEsrOz4e3tLclf++WRYyoXpVIJX19fWTPo9Xp+ONkI59K2OJ+2w7m0Hc6l7XAubcdWcynFEeNi/EIeEREREZEZi2MiIiIiIjMWx+TwNBoNoqKioNFo5I5S7XEubYvzaTucS9vhXNoO59J2qtNc8gt5RERERERmPHJMRERERGTG4piIiIiIyIzFMRERERGRGYtjIiIiIiIzFsdERERERGYsjsmulixZgvbt21v+Qk5ISAh++OGH+97nxo0biIyMhJeXFzQaDQICArB9+3arPosXL4afnx+cnZ0RHByMo0ePSjkMhyDFXM6YMQMKhcLq0rJlS6mHIruKzmWvXr1KzJNCocCgQYMsfYQQeOedd+Dl5QWtVouwsDCcP3/eHsORnRTzOWbMmBK3DxgwwB7DkVVl3ucLFixAYGAgtFotDAYD3njjDdy5c8eqDz8zbTOX/Mws31wWFBRg1qxZ8Pf3h7OzM4KCgrBjx44S/RzmdSmI7Gjr1q1i27ZtIikpSSQmJop///vfok6dOuL06dOl9s/LyxOdO3cWjz76qDhw4IBITU0VsbGxIiEhwdInOjpaqNVqsWLFCnHmzBnx0ksvifr164urV6/aa1iykGIuo6KiRJs2bURGRobl8scff9hrSLKp6Fxev37dao5Onz4tVCqVWLlypaXPBx98IFxdXcXmzZvFL7/8Ih5//HHRrFkzcfv2bTuNSj5SzGdERIQYMGCAVb8///zTTiOST0Xncs2aNUKj0Yg1a9aI1NRUsXPnTuHl5SXeeOMNSx9+ZtpuLvmZWb65fOutt4S3t7fYtm2bSElJEZ9//rlwdnYWx48ft/RxpNcli2OSXYMGDcSyZctKvW3JkiWiefPmIj8/v8z7d+3aVURGRlquFxUVCW9vbzFnzhybZ3V0VZ3LqKgoERQUJFG66uV+c/lX8+fPFzqdTuTk5AghhDCZTKJx48bio48+svS5ceOG0Gg0Yt26dZLkdXRVmU8h7hbHgwcPlihd9XK/uYyMjBR9+vSxapswYYIIDQ21XOdn5v+r6lzyM/P/3W8uvby8xGeffWbV9tRTT4mRI0darjvS65LbKkg2RUVFiI6ORm5uLkJCQkrts3XrVoSEhCAyMhKNGjVC27ZtMXv2bBQVFQEA8vPzER8fj7CwMMt9lEolwsLCcOjQIbuMwxHYYi6LnT9/Ht7e3mjevDlGjhyJS5cu2WMIDqM8c/lXy5cvx/Dhw1GvXj0AQGpqKq5cuWL1unR1dUVwcHCtel0CtpnPYrGxsfD09ERgYCD+9a9/4fr161JEdljlmctu3bohPj7e8uvoCxcuYPv27Xj00UcB8DOzmC3mshg/M/9+LvPy8uDs7GzVptVqceDAAQAO+Lq0ezlOtd7JkydFvXr1hEqlEq6urmLbtm1l9g0MDBQajUY8//zz4tixYyI6Olq4ubmJGTNmCCGEuHz5sgAgDh48aHW/SZMmia5du0o6Dkdgy7kUQojt27eLb7/9Vvzyyy9ix44dIiQkRDRp0kQYjUZ7DEdWFZnLex05ckQAEEeOHLG0xcXFCQAiPT3dqu+QIUPE0KFDbZrbUdlyPoUQYt26dWLLli3i5MmTYtOmTaJVq1aiS5cuorCwUIr4DqWic7lw4UJRp04d4eTkJACIV155xXIbPzNtN5dC8DOzvHM5YsQI0bp1a5GUlCSKiorErl27hFarFWq1WgjheK9LFsdkd3l5eeL8+fPi2LFjYvLkycLDw0OcOXOm1L4tWrQQBoPB6gfgvHnzROPGjYUQjveGsjdbzmVpsrKyhF6vL/evw6uziszlvV5++WXRrl07qzYWx7adz9KkpKQIAOLHH3+0RVyHVpG53Lt3r2jUqJH48ssvxcmTJ8XGjRuFwWAQs2bNEkLwM9OWc1kafmaWPpeZmZli8ODBQqlUCpVKJQICAsSrr74qnJ2dhRCO97pkcUyy69u3r3j55ZdLve3hhx8Wffv2tWrbvn27ACDy8vJEXl6eUKlUYtOmTVZ9Ro8eLR5//HGpIjusqsxlWTp37iwmT55s05zVwf3mslhOTo7Q6/ViwYIFVu3FhduJEyes2h9++GHx+uuv2zpqtVCV+SyLh4eH+OKLL2wRr1q531x2795dTJw40art66+/FlqtVhQVFfEz8y+qMpdl4Wdm2W7fvi1+//13YTKZxFtvvSVat24thBAO97rknmOSnclkQl5eXqm3hYaGIjk5GSaTydKWlJQELy8vqNVqqNVqdOrUCTExMVaPFxMTU+79jTVJVeayNDk5OUhJSYGXl5ckeR3Z/eay2Pr165GXl4dnn33Wqr1Zs2Zo3Lix1evSaDTiyJEjtfJ1CVRtPkvz+++/4/r163xt/sWtW7egVFr/aFepVADunl6Qn5nWqjKXpeFn5v3f487OzvDx8UFhYSE2bNiAwYMHA4DjvS7tXo5TrTZ58mSxb98+kZqaKk6ePCkmT54sFAqF2LVrlxBCiFGjRln9j/vSpUtCp9OJsWPHisTERPH9998LT09P8d5771n6REdHC41GI1atWiXOnj0rXn75ZVG/fn1x5coVu4/PnqSYyzfffFPExsaK1NRUERcXJ8LCwoSHh4fIzMy0+/jsqaJzWax79+5i2LBhpT7mBx98IOrXr2/ZJzt48OBacyo3W89ndna2mDhxojh06JBITU0VP/74o3jwwQdFixYtxJ07dyQfj5wqOpdRUVFCp9OJdevWiQsXLohdu3YJf39/q+08/My03VzyM7N8c3n48GGxYcMGkZKSIvbv3y/69OkjmjVrJrKysix9HOl1yeKY7Or5558XTZs2FWq1WjRs2FD07dvX8mYSQoiePXuKiIgIq/scPHhQBAcHC41GI5o3by7ef//9El/CWbRokWjSpIlQq9Wia9eu4vDhw/YYjqykmMthw4YJLy8voVarhY+Pjxg2bJhITk6215BkU5m5/PXXXwUAq373MplMYvr06aJRo0ZCo9GIvn37isTERCmH4TBsPZ+3bt0SjzzyiGjYsKGoU6eOaNq0qXjppZdqfDEnRMXnsqCgQMyYMUP4+/sLZ2dnYTAYxKuvvmpVhAjBz0xbzSU/M8s3l7GxsaJVq1ZCo9EId3d3MWrUKHH58uUSj+sor0uFEGX8boCIiIiIqJbhnmMiIiIiIjMWx0REREREZiyOiYiIiIjMWBwTEREREZmxOCYiIiIiMmNxTERERERkxuKYiIiIiMiMxTERERERkZmT3AGoejCZTEhPT4dOp4NCoZA7DhEREdVSQghkZ2fD29sbSqXtj/OyOKZySU9Ph8FgkDsGEREREQAgLS0Nvr6+Nn9cFsdULjqdDsDdF6Jer5c5DREREdVWRqMRBoPBUpvYGotjKpfirRR6vZ7FMREREclOqm2e/EIeEREREZEZi2MiIiIiIjMWx0REREREZiyOiYiIiIjMWBwTEREREZmxOCYiIiIiMmNx7EB69eqF8ePHyx2DiIiIqGJyMoHNrwKzfYA5TYD/jQNuZ8mdqlJ4nmMiIiIiqryiAmB1OPDHr8jPVgEKQB2/Csg4Cby0B5DofMRSYXFcgxUVFUGhUEjyd8dtLSEzAUcyjqCBcwP09+sPV42r3JGIiIioPH7dhjtJyUg/0hB5N+oAAJzd8uEdfBKaC3sB/z4yB6wYx6+aapnCwkKMHTsWrq6u8PDwwPTp0yGEAABkZWVh9OjRaNCgAerWrYuBAwfi/PnzlvuuWrUK9evXx9atW9G6dWtoNBpcunQJeXl5mDhxInx8fFCvXj0EBwcjNjZWphFaMwkTpvw0BaN+GIXPEj7Du4ffxYANA3D86nG5oxEREVE5FP1+Fpdi3S2FMQDc+VONS/vcIK4kypisclgcO5jVq1fDyckJR48excKFC/HJJ59g2bJlAIAxY8bg2LFj2Lp1Kw4dOgQhBB599FEUFBRY7n/r1i3MnTsXy5Ytw5kzZ+Dp6YmxY8fi0KFDiI6OxsmTJzFkyBAMGDDAqrD+q7y8PBiNRquLFHb9tgvfX/jeqi2nIAfT4qZZ/lNAREREjis76Q6K8lQl2gtvOSH7Qp4MiaqG2yocjMFgwPz586FQKBAYGIhTp05h/vz56NWrF7Zu3Yq4uDh069YNALBmzRoYDAZs3rwZQ4YMAQAUFBTg888/R1BQEADg0qVLWLlyJS5dugRvb28AwMSJE7Fjxw6sXLkSs2fPLjXHnDlzMHPmTMnH++NvP5banpadhl///BWt3FtJnoGIiIgqL0d4lnnbHZM79HbMYgs8cuxgHnroISju2bgeEhKC8+fP4+zZs3ByckJwcLDlNnd3dwQGBuLcuXOWNrVajfbt21uunzp1CkVFRQgICICLi4vlsm/fPqSkpJSZY8qUKbh586blkpaWZuOR3qVUlP0SVClL/i+UiIiIHEu8q1+Zt51oUPZtjopHjmsYrVZrVVzn5ORApVIhPj4eKpV1seni4lLm42g0Gmg0GslyFhvoNxA/pP5Qot3f1R8BDQIkf34iIiKqmt+btESmVzt0zzhl1b6rSRc0aGiQKVXlsTh2MEeOHLG6fvjwYbRo0QKtW7dGYWEhjhw5YtlWcf36dSQmJqJ169ZlPl7Hjh1RVFSEzMxM9OjRQ9LsldG7SW882+pZrDm3BgJ39xh7aD3wwcMfyJyMiIiIyqObvzv+0eVZhF06hu7pJ2FSKLHfpwP2Gjrixwc85I5XYSyOHcylS5cwYcIE/POf/8Tx48exaNEizJs3Dy1atMDgwYPx0ksv4T//+Q90Oh0mT54MHx8fDB48uMzHCwgIwMiRIzF69GjMmzcPHTt2xB9//IGYmBi0b98egwYNsuPoSvd217cxNHAojmYcRX3n+uhl6AWNSvqj1kRERFR1HZs0wJOdm2KDUoVdfv+//XNMNz/4Nyz7t9SOisWxgxk9ejRu376Nrl27QqVSYdy4cXj55ZcBACtXrsS4cePw2GOPIT8/Hw8//DC2b9+OOnXq3PcxV65ciffeew9vvvkmLl++DA8PDzz00EN47LHH7DGkcmnm2gzNXJvJHYOIiIgq4eMh7dG3lSe2n8qASqlAeHtvhLVuJHesSlEIni+LysFoNMLV1RU3b96EXl/dvndKRERENYXUNQnPVkFEREREZMbimIiIiIjIjMUxEREREZEZi2MiIiIiIjMWx0REREREZjyVG5VL8UlNjEajzEmIiIioNiuuRaQ64RqLYyqX7OxsAIDBUP3+DCQRERHVPNnZ2XB1dbX54/I8x1QuJpMJ6enp0Ol0UCgUsuUwGo0wGAxIS0urVedbrq3jBmrv2Dnu2jVuoPaOvbaOG6i9Y6/quIUQyM7Ohre3N5RK2+8Q5pFjKhelUglfX1+5Y1jo9fpa9UFSrLaOG6i9Y+e4a5/aOvbaOm6g9o69KuOW4ohxMX4hj4iIiIjIjMUxEREREZEZi2OqVjQaDaKioqDRaOSOYle1ddxA7R07x127xg3U3rHX1nEDtXfsjj5ufiGPiIiIiMiMR46JiIiIiMxYHBMRERERmbE4JiIiIiIyY3FMRERERGTG4piIiIiIyIzFMTmM/fv3Izw8HN7e3lAoFNi8efN9+2/cuBH9+vVDw4YNodfrERISgp07d9onrI1VdOwHDhxAaGgo3N3dodVq0bJlS8yfP98+YW2oouO+V1xcHJycnNChQwfJ8kmpomOPjY2FQqEocbly5Yp9AttIZdY8Ly8PU6dORdOmTaHRaODn54cVK1ZIH9aGKjruMWPGlLrebdq0sU9gG6rMmq9ZswZBQUGoW7cuvLy88Pzzz+P69evSh7Whyox78eLFaNWqFbRaLQIDA/HVV19JH9TG5syZgy5dukCn08HT0xNPPPEEEhMT//Z+69evR8uWLeHs7Ix27dph+/btdkhbOhbH5DByc3MRFBSExYsXl6v//v370a9fP2zfvh3x8fHo3bs3wsPDceLECYmT2l5Fx16vXj2MHTsW+/fvx7lz5zBt2jRMmzYNS5culTipbVV03MVu3LiB0aNHo2/fvhIlk15lx56YmIiMjAzLxdPTU6KE0qjMuIcOHYqYmBgsX74ciYmJWLduHQIDAyVMaXsVHffChQut1jktLQ1ubm4YMmSIxEltr6Jjj4uLw+jRo/HCCy/gzJkzWL9+PY4ePYqXXnpJ4qS2VdFxL1myBFOmTMGMGTNw5swZzJw5E5GRkfjf//4ncVLb2rdvHyIjI3H48GHs3r0bBQUFeOSRR5Cbm1vmfQ4ePIgRI0bghRdewIkTJ/DEE0/giSeewOnTp+2Y/B6CyAEBEJs2barw/Vq3bi1mzpxp+0B2VNmxP/nkk+LZZ5+1fSA7qci4hw0bJqZNmyaioqJEUFCQpLnsoTxj37t3rwAgsrKy7JLJHsoz7h9++EG4urqK69ev2yeUHVTmPb5p0yahUCjExYsXpQllJ+UZ+0cffSSaN29u1fbpp58KHx8fCZNJqzzjDgkJERMnTrRqmzBhgggNDZUwmfQyMzMFALFv374y+wwdOlQMGjTIqi04OFj885//lDpeqXjkmGoMk8mE7OxsuLm5yR3F7k6cOIGDBw+iZ8+eckeR3MqVK3HhwgVERUXJHUUWHTp0gJeXF/r164e4uDi540hu69at6Ny5Mz788EP4+PggICAAEydOxO3bt+WOZlfLly9HWFgYmjZtKncUyYWEhCAtLQ3bt2+HEAJXr17Fd999h0cffVTuaJLKy8uDs7OzVZtWq8XRo0dRUFAgU6qqu3nzJgDc92fzoUOHEBYWZtXWv39/HDp0SNJsZWFxTDXGxx9/jJycHAwdOlTuKHbj6+sLjUaDzp07IzIyEi+++KLckSR1/vx5TJ48Gd988w2cnJzkjmNXXl5e+OKLL7BhwwZs2LABBoMBvXr1wvHjx+WOJqkLFy7gwIEDOH36NDZt2oQFCxbgu+++w6uvvip3NLtJT0/HDz/8UOPf38VCQ0OxZs0aDBs2DGq1Go0bN4arq2uFtyBVN/3798eyZcsQHx8PIQSOHTuGZcuWoaCgANeuXZM7XqWYTCaMHz8eoaGhaNu2bZn9rly5gkaNGlm1NWrUSLbvVNSuny5UY61duxYzZ87Eli1bqt0ezKr46aefkJOTg8OHD2Py5Ml44IEHMGLECLljSaKoqAjPPPMMZs6ciYCAALnj2F1gYKDVPttu3bohJSUF8+fPx9dffy1jMmmZTCYoFAqsWbMGrq6uAIBPPvkETz/9ND7//HNotVqZE0pv9erVqF+/Pp544gm5o9jF2bNnMW7cOLzzzjvo378/MjIyMGnSJLzyyitYvny53PEkM336dFy5cgUPPfQQhBBo1KgRIiIi8OGHH0KprJ7HMiMjI3H69GkcOHBA7igVwuKYqr3o6Gi8+OKLWL9+fYlfy9R0zZo1AwC0a9cOV69exYwZM2pscZydnY1jx47hxIkTGDt2LIC7hZMQAk5OTti1axf69Okjc0r76tq1a7X7oVNRXl5e8PHxsRTGANCqVSsIIfD777+jRYsWMqaTnhACK1aswKhRo6BWq+WOYxdz5sxBaGgoJk2aBABo37496tWrhx49euC9996Dl5eXzAmlodVqsWLFCvznP//B1atX4eXlhaVLl0Kn06Fhw4Zyx6uwsWPH4vvvv8f+/fvh6+t7376NGzfG1atXrdquXr2Kxo0bSxmxTNXzvyJEZuvWrcNzzz2HdevWYdCgQXLHkZXJZEJeXp7cMSSj1+tx6tQpJCQkWC6vvPIKAgMDkZCQgODgYLkj2l1CQkKNLRSKhYaGIj09HTk5OZa2pKQkKJXKv/2BWxPs27cPycnJeOGFF+SOYje3bt0qcaRUpVIBuPufhZquTp068PX1hUqlQnR0NB577LFqdeRYCIGxY8di06ZN2LNnj+Ugzv2EhIQgJibGqm337t0ICQmRKuZ98cgxOYycnBwkJydbrqempiIhIQFubm5o0qQJpkyZgsuXL1vO+7h27VpERERg4cKFCA4OtuxN0mq1VkeZqoOKjn3x4sVo0qQJWrZsCeDuae0+/vhjvP7667Lkr6yKjFupVJbYs+bp6QlnZ+f77mVzVBVd8wULFqBZs2Zo06YN7ty5g2XLlmHPnj3YtWuXXEOolIqO+5lnnsG7776L5557DjNnzsS1a9cwadIkPP/889VqS0VFx11s+fLlCA4Orpav8WIVHXt4eDheeuklLFmyxLKtYvz48ejatSu8vb3lGkaFVXTcSUlJOHr0KIKDg5GVlYVPPvkEp0+fxurVq+UaQqVERkZi7dq12LJlC3Q6neVns6urq+U9O3r0aPj4+GDOnDkAgHHjxqFnz56YN28eBg0ahOjoaBw7dky+05PKco4MolIUn6rqr5eIiAghhBARERGiZ8+elv49e/a8b//qpKJj//TTT0WbNm1E3bp1hV6vFx07dhSff/65KCoqkmcAlVTRcf9VdT6VW0XHPnfuXOHv7y+cnZ2Fm5ub6NWrl9izZ4884augMmt+7tw5ERYWJrRarfD19RUTJkwQt27dsn/4KqjMuG/cuCG0Wq1YunSp/QPbUGXG/umnn4rWrVsLrVYrvLy8xMiRI8Xvv/9u//BVUNFxnz17VnTo0EFotVqh1+vF4MGDxa+//ipP+CoobcwAxMqVKy19evbsWeJn9bfffisCAgKEWq0Wbdq0Edu2bbNv8HsohKgFv6MgIiIiIiqH6rOJhYiIiIhIYiyOiYiIiIjMWBwTEREREZmxOCYiIiIiMmNxTERERERkxuKYiIiIiMiMxTERERERkRmLYyIiIiIiM/75aCoXk8mE9PR06HQ6KBQKueMQERFRLSWEQHZ2Nry9vaFU2v44L4tjKpf09HQYDAa5YxAREREBANLS0uDr62vzx2VxTOWi0+kA3H0h6vV6mdMQERFRbWU0GmEwGCy1ia2xOKZyKd5KodfrWRwTERGR7KTa5skv5BERERERmbE4JiIiIiIyY3FMRERERGTG4piIiIiIyIzFMRERERGRGYtjIiIiIiIzFsflJITAyy+/DDc3NygUCiQkJFT6sVatWoX69evbLFtFzZgxAx06dJDt+YmIiIgcFYvjctqxYwdWrVqF77//HhkZGWjbtq3ckSpt4sSJiImJkTsGERERkcPhHwEpp5SUFHh5eaFbt26yPH9+fj7UarVNHsvFxQUuLi42eSybEAK4sBdI3Q/UdQfaDQV0jeRO9X/s3XlcVHX3B/DPZWBYZBOUZN8UXFHSVFxSk3LL1EqtLDHNHktTM3N5rNTUNMvMSntaQU3hyVLzMbMFRXPJBcVdVMQgwSWVzQVx5vz+cJxfI6CAc5kBPu/Xa1413/u9954zh8scL3fuEBERUTnkFuZi81+bYaPY4EG/B+GiVecb7NTGM8dlMGTIELzyyivIyMiAoijw8fGBj48P9Hq9ybw+ffpg6NChAIB9+/ahS5cucHFxgaurK1q2bIndu3ebzF+9ejUaNGgABwcHdOvWDZmZmcZlty59+PLLLxEcHAwHBwcAN78N5ssvv0S/fv3g5OSEBg0aYM2aNcb1kpKSoCgKEhMT0apVKzg5OaFdu3ZITU0ttm2roNehIPYp5Ex/Bqffi8XZd+eiYGokJG2jpSMjIiKiMvpf2v/QdUVX/HvLvzHp90mIXhGNxIyq+VdqNsdlsGDBArz99tvw8/NDdnY29u3bhwsXLmDjxv9v4C5evIj169dj0KBBAIBBgwbBz88Pu3btQnJyMiZNmgQ7Ozvj/CtXrmDWrFlYsmQJtm7dipycHDz11FMm+z1x4gS+//57rFy50uQa5+nTp2PAgAHYv38/evbsiUGDBuHixYsm606ZMgXz5s3D7t27YWtra2zay6qwsBB5eXkmDzXkbF2Kv2N3IXtnbeT96YSLqc7I/MkVZ+aMAG77xwcRERFZn7OXz+KtbW+hUFdoHLty4wom/z4ZuYW5FoysYtgcl4GbmxtcXFyg0WhQr1491K1bFz169MDy5cuNc7777jvUqVMHXbp0AQBkZGQgOjoaDRs2RIMGDdC/f380b97cOL+oqAiffPIJoqKi0LJlSyxevBjbtm3Dzp07jXOuX7+OJUuWIDIyEhEREcbxIUOG4Omnn0b9+vXxzjvvoKCgwGQ9AJg1axY6deqExo0bY9KkSdi2bRuuXbtW5pxnz54NNzc348Pf37/cr1tZnPkmDlfP25sOioL8XYK8EztU2ScRERGZzy9//oIb+hvFxq/euIoNGRssENG9YXNcQYMGDcL333+PwsKb/0patmwZnnrqKdjY3HxJx40bhxdeeAHR0dGYM2cO0tLSTNa3tbXFAw88YHzesGFDuLu748iRI8axwMBA1K1bt9i+/9ko16pVC66urjh37lypc7y9vQGg2Jw7mTx5MnJzc42Pf17yYU7XT10pcVx3TYO/DpxSZZ9ERERkPkX6ogots1Zsjiuod+/eEBH8+OOPyMzMxO+//268pAK4eV3voUOH0KtXL2zYsAGNGzfGqlWryrWPWrVqlTj+z8szgJvXId9+/fM/5yiKAgDF5tyJvb09XF1dTR5qyK8dWOoyj0YtVdknERERmc9D/g9BgVJs3FaxRWf/zpUf0D1ic1xBDg4OePzxx7Fs2TLEx8cjPDwc999/v8mcsLAwvPrqq/jll1/w+OOPIzY21rjsxo0bJh/QS01NRU5ODho1alRpOVgD3xGvljh+0T8I9RqHVXI0REREVF5BbkEYff9okzEFCia0ngAvJy8LRVVxvJXbPRg0aBAeffRRHDp0CM8++6xx/OrVq3j99dfx5JNPIjg4GH/99Rd27dqFJ554wjjHzs4Or7zyCj766CPY2tpi1KhRaNu2LVq3bm2JVCwmqHM7HBo9Hjf+8zG0129eopIT2AD3f/0fC0dGREREZfVCsxfQ2a8zfs34FRpFg25B3RDoWvpfh60Zm+N78NBDD8HDwwOpqal45plnjOMajQYXLlzA4MGDcfbsWdSpUwePP/44pk+fbpzj5OSEiRMn4plnnsHp06fRsWNHfPXVV5ZIw+KavDwM+pincPXAAWhq14ZDeLilQyIiIqJyql+7PurXrm/pMO6ZIiJi6SDI+uXl5cHNzQ25ubmqXX9MREREdDdq9yS85piIiIiIyIDNMRERERGRAZtjIiIiIiIDNsdERERERAZsjomIiIiIDHgrNyqTWzc1ycvLs3AkREREVJPd6kXUuuEam2Mqk/z8fACAv7+/hSMhIiIiutmbuLm5mX27vM8xlYler0dWVhZcXFygKMW/P726ycvLg7+/PzIzM2vcfZ1rau7Mu2blDdTc3Gtq3kDNzb265S0iyM/Ph4+PD2xszH+FMM8cU5nY2NjAz8/P0mFUOldX12rxi6QiamruzLvmqam519S8gZqbe3XKW40zxrfwA3lERERERAZsjomIiIiIDNgcE5XA3t4eU6dOhb29vaVDqXQ1NXfmXbPyBmpu7jU1b6Dm5l5T864ofiCPiIiIiMiAZ46JiIiIiAzYHBMRERERGbA5JiIiIiIyYHNMRERERGTA5piqtTlz5kBRFIwdO7bUOStXrkSrVq3g7u6OWrVqoUWLFli6dKnJnCFDhkBRFJNH9+7dTeZcvHgRgwYNgqurK9zd3TFs2DAUFBSokVaZmCv32/O+9XjvvfeMc4KCgootnzNnjlqp3VFZ8v6nhIQEKIqCvn37moyLCN566y14e3vD0dER0dHROH78uMkca6q5OfIuKirCxIkT0axZM9SqVQs+Pj4YPHgwsrKyTNa1pnoD5qt5VTvOzZV3VTvGgbLlHhcXVyxmBwcHkznV8Ti/W95V9TivTPyGPKq2du3ahc8++wwRERF3nOfh4YEpU6agYcOG0Gq1WLt2LZ5//nl4eXmhW7duxnndu3dHbGys8fntt8QZNGgQsrOz8euvv6KoqAjPP/88XnzxRSxfvty8iZWBOXPPzs42Weenn37CsGHD8MQTT5iMv/322xg+fLjxuYuLi5myKbuy5n3LqVOnMH78eHTs2LHYsrlz5+Kjjz7C4sWLERwcjDfffBPdunXD4cOHjW801lJzc+V95coV7NmzB2+++SaaN2+OS5cuYcyYMXjsscewe/duk7nWUG/AvDUHqs5xbs68q9IxDpQvd1dXV6SmphqfK4pisry6Hud3yrsqHueVToiqofz8fGnQoIH8+uuv0qlTJxkzZky51o+MjJQ33njD+DwmJkb69OlT6vzDhw8LANm1a5dx7KeffhJFUeT06dPlDf+emDv32/Xp00ceeughk7HAwECZP39+BaI1n/LmfePGDWnXrp18+eWXxeqr1+ulXr168t577xnHcnJyxN7eXuLj40XEempuzrxLsnPnTgEgf/75p3HMGuotYv7cq8pxrnbNrfUYFylf7rGxseLm5lbq8up6nN8t75JY83FuCbysgqqlkSNHolevXoiOji7XeiKCxMREpKam4sEHHzRZlpSUBC8vL4SHh+Oll17ChQsXjMu2b98Od3d3tGrVyjgWHR0NGxsb7Nix496SKSc1cr/l7Nmz+PHHHzFs2LBiy+bMmQNPT09ERkbivffew40bNyoUf0WVN++3334bXl5eJeaSnp6OM2fOmGzLzc0Nbdq0wfbt2wFYT83NmXdJcnNzoSgK3N3dTcYtXW9AndyrwnGuZs2t+RgHyp97QUEBAgMD4e/vjz59+uDQoUPGZdX5OL9T3iWx5uPcEnhZBVU7CQkJ2LNnD3bt2lXmdXJzc+Hr64vCwkJoNBosWrQIDz/8sHF59+7d8fjjjyM4OBhpaWn497//jR49emD79u3QaDQ4c+YMvLy8TLZpa2sLDw8PnDlzxmy53Y0auf/T4sWL4eLigscff9xkfPTo0bj//vvh4eGBbdu2YfLkycjOzsYHH3xwT/mUVXnz3rJlC7766iukpKSUuPxWze677z6T8fvuu8+4zBpqbu68b3ft2jVMnDgRTz/9NFxdXY3jlq43oE7uVeE4V7vm1nqMA+XPPTw8HF9//TUiIiKQm5uL999/H+3atcOhQ4fg5+dXbY/zu+V9O2s+zi2FzTFVK5mZmRgzZgx+/fXXYh+8uBMXFxekpKSgoKAAiYmJGDduHEJCQtC5c2cAwFNPPWWc26xZM0RERCA0NBRJSUno2rWrudOoELVy/6evv/4agwYNKrb9cePGGf8/IiICWq0W//rXvzB79mzVv660vHnn5+fjueeewxdffIE6deqoGpua1M67qKgIAwYMgIjg008/NVlmyXoD6uVu7cd5ZfysW+MxDlTs91tUVBSioqKMz9u1a4dGjRrhs88+w4wZM9QK1azUztuaj3OLsuxVHUTmtWrVKgEgGo3G+AAgiqKIRqORGzdulGk7w4YNk0ceeeSOc+rUqSP/+c9/RETkq6++End3d5PlRUVFotFoZOXKlRVLppzUzn3z5s0CQFJSUu66jYMHDwoAOXr0aLnzKK/y5r13795i8xVFMc4/ceKEpKWlCQDZu3evyboPPvigjB49WkQsX3M18r7l+vXr0rdvX4mIiJC///77rrFUZr1F1M39dtZ0nKudt7Ue4yLm+/325JNPylNPPSUiUi2P89L8M+9brP04tySeOaZqpWvXrjhw4IDJ2PPPP4+GDRti4sSJ0Gg0ZdqOXq9HYWFhqcv/+usvXLhwAd7e3gBu/ks9JycHycnJaNmyJQBgw4YN0Ov1aNOmTQWzKR+1c//qq6/QsmVLNG/e/K7bSElJgY2NTbE/R6qhvHk3bNiw2Pw33ngD+fn5WLBgAfz9/WFnZ4d69eohMTERLVq0AADk5eVhx44deOmllwBYvuZq5A38/5mk48ePY+PGjfD09LxrLJVZb0C93G9nbce52nlb6zEOmOf3m06nw4EDB9CzZ08AQHBwcLU7zktye95A1TjOLcrS3TmR2m7/ZO9zzz0nkyZNMj5/55135JdffpG0tDQ5fPiwvP/++2JraytffPGFiNz8lPD48eNl+/btkp6eLr/99pvcf//90qBBA7l27ZpxO927d5fIyEjZsWOHbNmyRRo0aCBPP/10peVZknvN/Zbc3FxxcnKSTz/9tNg+tm3bJvPnz5eUlBRJS0uTb775RurWrSuDBw9WLa+7uVvetyvpE/xz5swRd3d3+eGHH2T//v3Sp08fCQ4OlqtXrxrnWFvN7zXv69evy2OPPSZ+fn6SkpIi2dnZxkdhYaGIWGe9Re4996p6nJvjZ12k6h3jInfPffr06fLzzz9LWlqaJCcny1NPPSUODg5y6NAh45zqeJzfLe+qfJxXFp45phonIyMDNjb/f6OWy5cv4+WXX8Zff/0FR0dHNGzYEN988w0GDhwIANBoNNi/fz8WL16MnJwc+Pj44JFHHsGMGTNMrrtatmwZRo0aha5du8LGxgZPPPEEPvroo0rP707Km/stCQkJEBE8/fTTxbZpb2+PhIQETJs2DYWFhQgODsarr75qcr2apd2ed1lMmDABly9fxosvvoicnBx06NAB69evN7nuz9prXt68T58+jTVr1gCA8UzaLRs3bkTnzp2rRL2B8udeXY7zivysA1X/GAeK537p0iUMHz4cZ86cQe3atdGyZUts27YNjRs3Ns6pjsf53fKuTse5WhQREUsHQURERERkDXifYyIiIiIiAzbHREREREQGbI6JiIiIiAzYHBMRERERGbA5JiIiIiIyYHNMRERERGTA5piIiIiIyIDNMRERERGRAZtjIiIiIrqjzZs3o3fv3vDx8YGiKFi9enW12t8/sTkmIiIioju6fPkymjdvjoULF1bL/f2TbaXvkYiIiIiqlB49eqBHjx6lLi8sLMSUKVMQHx+PnJwcNG3aFO+++y46d+6syv7UxDPHRERERHRPRo0ahe3btyMhIQH79+9H//790b17dxw/ftzSoZUbm2MiIiIiqrCMjAzExsZixYoV6NixI0JDQzF+/Hh06NABsbGxlg6v3NgcExEREVGFHThwADqdDmFhYXB2djY+Nm3ahLS0NADA0aNHoSjKHR+TJk2ycCY38ZpjIiIiIqqwgoICaDQaJCcnQ6PRmCxzdnYGAISEhODIkSN33I6np6dqMZYHm2MiIiIiqrDIyEjodDqcO3cOHTt2LHGOVqtFw4YNKzmyimFzTERERER3VFBQgBMnThifp6enIyUlBR4eHggLC8OgQYMwePBgzJs3D5GRkTh//jwSExMRERGBXr16mXV/AQEBZsmpNIqIiKp7ICIiIqIqLSkpCV26dCk2HhMTg7i4OBQVFWHmzJlYsmQJTp8+jTp16qBt27aYPn06mjVrZvb9qYnNMRERERGRAe9WQURERERkwOaYiIiIiMiAzTERERERkQGbYyIiIiIiAzbHREREREQGbI6JiIiIiAzYHBMRERERGbA5JiIiIiIy4NdHU5no9XpkZWXBxcUFiqJYOhwiIiKqoUQE+fn58PHxgY2N+c/zsjmmMsnKyoK/v7+lwyAiIiICAGRmZsLPz8/s22VzTGXi4uIC4OYPoqurq4WjISIiopoqLy8P/v7+xt7E3NgcU5ncupTC1dWVzTERERFZnFqXefIDeUREREREBmyOiYiIiIgM2BwTERERERmwOSYiIiIiMmBzTERERERkwOaYiIiIiMiAzXElS0pKgqIoyMnJsVgMn3/+Ofz9/WFjY4MPP/zQYnEQERERWRs2x2bUuXNnjB071tJhGCmKgtWrV5uM5eXlYdSoUZg4cSJOnz6NF1980TLB3eZy0WVsz9qO1Iuplg6FiIiIajB+CUgNk5GRgaKiIvTq1Qve3t6WDgcAEH80Hh8mf4grN64AAJrVaYYPOn+AerXqWTgyIiIiKpPCAmDbRyjcsgqKxgbaDk8C7UYDtvaWjqzceObYTIYMGYJNmzZhwYIFUBQFiqLg1KlTWLduHcLCwuDo6IguXbrg1KlTJuvFxcXB3d0da9euRXh4OJycnPDkk0/iypUrWLx4MYKCglC7dm2MHj0aOp3OuF5QUBBmzJiBp59+GrVq1YKvry8WLlxoshwA+vXrB0VREBQUhLi4ODRr1gwAEBISYozRkvac3YN3drxjbIwB4MDfBzBx80QLRkVERERlptfj6vu9cXLS1zi5rABpS/KQPvE/uPbRE5aOrELYHJvJggULEBUVheHDhyM7OxvZ2dlQFAWPP/44evfujZSUFLzwwguYNGlSsXWvXLmCjz76CAkJCVi/fj2SkpLQr18/rFu3DuvWrcPSpUvx2Wef4bvvvjNZ77333kPz5s2xd+9eTJo0CWPGjMGvv/4KANi1axcAIDY2FtnZ2di1axcGDhyI3377DQCwc+dOZGdnw9/fv8R8CgsLkZeXZ/JQw6oTq0oc33NuD/7M+1OVfRIREZH56A6sReZ/s1CYa2ccu3ZJi8ylx6BP22rByCqGl1WYiZubG7RaLZycnFCv3s3LAf79738jNDQU8+bNAwCEh4fjwIEDePfdd03WLSoqwqefforQ0FAAwJNPPomlS5fi7NmzcHZ2RuPGjdGlSxds3LgRAwcONK7Xvn17Y7MdFhaGrVu3Yv78+Xj44YdRt25dAIC7u7sxHgDw9PQEANStW9dk/HazZ8/G9OnT7/Vluav86/mlLssrVKchJyIiIvM5t2oVdNeLn2+9cVWDC2u+Q91X21sgqorjmWMVHTlyBG3atDEZi4qKKjbPycnJ2BgDwH333YegoCA4OzubjJ07d+6O24qKisKRI0fMETomT56M3Nxc4yMzM9Ms271de9+SDxhPB0809Gyoyj6JiIjIfDLPl74s/Vzpy6wVm2MrYGdnZ/JcUZQSx/R6faXFZG9vD1dXV5OHGh4LfQz3e91vMmar2GJSm0mws7ErZS0iIiKyFuktepe67K+WfSoxEvPgZRVmpNVqTT4016hRI6xZs8Zkzh9//GG2/d2+rT/++AONGjUyPrezszOJxxrZa+zx5SNfYl36OuzI3gF3B3f0q98PDWo3sHRoREREVAZt+nXD5oSleOD0UZPxTUEt8Hi3thaKquLYHJtRUFAQduzYgVOnTsHZ2RkjRozAvHnz8Prrr+OFF15AcnIy4uLizLa/rVu3Yu7cuejbty9+/fVXrFixAj/++KNJPImJiWjfvj3s7e1Ru3Zts+3bnOw0duhTvw/61K96/7okIiKq6YLq1MKvb87F+18sx4OnU6BXbJDkdz+6j3oWXi4Olg6v3HhZhRmNHz8eGo0GjRs3Rt26daHX6/H9999j9erVaN68Of7zn//gnXfeMdv+XnvtNezevRuRkZGYOXMmPvjgA3Tr1s24fN68efj111/h7++PyMhIs+2XiIiI6J+Gd26ANxaMx+Vp7+H6tLmYueBVPN0m0NJhVYgiImLpIKj8goKCMHbs2Er7Rr68vDy4ubkhNzdXteuPiYiIiO5G7Z6EZ46JiIiIiAzYHBMRERERGfADeVWUpb/2mYiIiKg64pljIiIiIiIDNsdERERERAa8rILK5NZNTfLy8iwcCREREdVkt3oRtW64xuaYyiQ/Px8A4O/vb+FIiIiIiG72Jm5ubmbfLu9zTGWi1+uRlZUFFxcXKIpi6XCsTl5eHvz9/ZGZmcn7QN8jvpbmxdfTfPhamg9fS/Opia+liCA/Px8+Pj6wsTH/FcI8c0xlYmNjAz8/P0uHYfVcXV1rzC8ntfG1NC++nubD19J8+FqaT017LdU4Y3wLP5BHRERERGTA5piIiIiIyIDNMZEZ2NvbY+rUqbC3t7d0KFUeX0vz4utpPnwtzYevpfnwtTQ/fiCPiIiIiMiAZ46JiIiIiAzYHBMRERERGbA5JiIiIiIyYHNMRERERGTA5pioDDZv3ozevXvDx8cHiqJg9erVd5y/ZcsWtG/fHp6ennB0dETDhg0xf/78ygnWypX3tfynrVu3wtbWFi1atFAtvqqkvK9lUlISFEUp9jhz5kzlBGzFKvJzWVhYiClTpiAwMBD29vYICgrC119/rX6wVUB5X88hQ4aU+LPZpEmTygnYilXkZ3PZsmVo3rw5nJyc4O3tjaFDh+LChQvqB1tNsDkmKoPLly+jefPmWLhwYZnm16pVC6NGjcLmzZtx5MgRvPHGG3jjjTfw+eefqxyp9Svva3lLTk4OBg8ejK5du6oUWdVT0dcyNTUV2dnZxoeXl5dKEVYdFXktBwwYgMTERHz11VdITU1FfHw8wsPDVYyy6ijv67lgwQKTn8nMzEx4eHigf//+Kkdq/cr7Wm7duhWDBw/GsGHDcOjQIaxYsQI7d+7E8OHDVY60+uDXRxOVQY8ePdCjR48yz4+MjERkZKTxeVBQEFauXInff/8dL774ohohVhnlfS1vGTFiBJ555hloNJpynW2uzir6Wnp5ecHd3d38AVVh5X0t169fj02bNuHkyZPw8PAAcPM4p5vK+3q6ubmZfB3w6tWrcenSJTz//PNqhFellPe13L59O4KCgjB69GgAQHBwMP71r3/h3XffVSvEaodnjokqwd69e7Ft2zZ06tTJ0qFUSbGxsTh58iSmTp1q6VCqhRYtWsDb2xsPP/wwtm7daulwqqQ1a9agVatWmDt3Lnx9fREWFobx48fj6tWrlg6tWvjqq68QHR2NwMBAS4dS5URFRSEzMxPr1q2DiODs2bP47rvv0LNnT0uHVmXwzDGRivz8/HD+/HncuHED06ZNwwsvvGDpkKqc48ePY9KkSfj9999ha8tfWffC29sb//nPf9CqVSsUFhbiyy+/ROfOnbFjxw7cf//9lg6vSjl58iS2bNkCBwcHrFq1Cn///TdefvllXLhwAbGxsZYOr0rLysrCTz/9hOXLl1s6lCqpffv2WLZsGQYOHIhr167hxo0b6N27d7kvv6rJ+E5DpKLff/8dBQUF+OOPPzBp0iTUr18fTz/9tKXDqjJ0Oh2eeeYZTJ8+HWFhYZYOp8oLDw83uSa2Xbt2SEtLw/z587F06VILRlb16PV6KIqCZcuWGS8H+OCDD/Dkk09i0aJFcHR0tHCEVdfixYvh7u6Ovn37WjqUKunw4cMYM2YM3nrrLXTr1g3Z2dl4/fXXMWLECHz11VeWDq9KYHNMpKLg4GAAQLNmzXD27FlMmzaNzXE55OfnY/fu3di7dy9GjRoF4GZTIiKwtbXFL7/8goceesjCUVZtrVu3xpYtWywdRpXj7e0NX19fk+tkGzVqBBHBX3/9hQYNGlgwuqpLRPD111/jueeeg1artXQ4VdLs2bPRvn17vP766wCAiIgI1KpVCx07dsTMmTPh7e1t4QitH5tjokqi1+tRWFho6TCqFFdXVxw4cMBkbNGiRdiwYQO+++474z8+qOJSUlL4ZlkB7du3x4oVK1BQUABnZ2cAwLFjx2BjYwM/Pz8LR1d1bdq0CSdOnMCwYcMsHUqVdeXKlWKXoGk0GgA3//FBd8fmmKgMCgoKcOLECePz9PR0pKSkwMPDAwEBAZg8eTJOnz6NJUuWAAAWLlyIgIAANGzYEMDN+1S+//77xk8P12TleS1tbGzQtGlTk/W9vLzg4OBQbLwmKu/P5Ycffojg4GA0adIE165dw5dffokNGzbgl19+sVQKVqO8r+UzzzyDGTNm4Pnnn8f06dPx999/4/XXX8fQoUN5SQXK/3re8tVXX6FNmzY8vv+hvK9l7969MXz4cHz66afGyyrGjh2L1q1bw8fHx1JpVC1CRHe1ceNGAVDsERMTIyIiMTEx0qlTJ+P8jz76SJo0aSJOTk7i6uoqkZGRsmjRItHpdJZJwIqU97W83dSpU6V58+aVEqu1K+9r+e6770poaKg4ODiIh4eHdO7cWTZs2GCZ4K1MRX4ujxw5ItHR0eLo6Ch+fn4ybtw4uXLlSuUHb4Uq8nrm5OSIo6OjfP7555UfsBWryGv50UcfSePGjcXR0VG8vb1l0KBB8tdff1V+8FWUIsJz7EREREREAO9zTERERERkxOaYiIiIiMiAzTERERERkQGbYyIiIiIiAzbHREREREQGbI6JiIiIiAzYHBMRERERGbA5JiIiIiIyYHNMRERERGazefNm9O7dGz4+PlAUBatXry7X+teuXcOQIUPQrFkz2Nraom/fvqrEWRo2x0RERERkNpcvX0bz5s2xcOHCCq2v0+ng6OiI0aNHIzo62szR3R2bYyIiIiIymx49emDmzJno169ficsLCwsxfvx4+Pr6olatWmjTpg2SkpKMy2vVqoVPP/0Uw4cPR7169Sop6v/H5piIiIiIKs2oUaOwfft2JCQkYP/+/ejfvz+6d++O48ePWzo0AGyOiYiIiKiSZGRkIDY2FitWrEDHjh0RGhqK8ePHo0OHDoiNjbV0eAAAW0sHQEREREQ1w4EDB6DT6RAWFmYyXlhYCE9PTwtFZYrNMRERERFVioKCAmg0GiQnJ0Oj0Zgsc3Z2tlBUptgcExEREVGliIyMhE6nw7lz59CxY0dLh1MiNsdEREREZDYFBQU4ceKE8Xl6ejpSUlLg4eGBsLAwDBo0CIMHD8a8efMQGRmJ8+fPIzExEREREejVqxcA4PDhw7h+/TouXryI/Px8pKSkAABatGihevyKiIjqeyEiIiKiGiEpKQldunQpNh4TE4O4uDgUFRVh5syZWLJkCU6fPo06deqgbdu2mD59Opo1awYACAoKwp9//llsG5XRtrI5JiIiIiIy4K3ciIiIiIgM2BwTERERERmwOSYiIiIiMmBzTERERERkwOaYiIiIiMiAzTERERERkQGbYyIiIiIiAzbHREREREQG/PpoKhO9Xo+srCy4uLhAURRLh0NEREQ1lIggPz8fPj4+sLEx/3leNsdUJllZWfD397d0GEREREQAgMzMTPj5+Zl9u2yOqUxcXFwA3PxBdHV1tXA0REREVFPl5eXB39/f2JuYG5tjKpNbl1K4urqyOSYiIiKLU+syT34gj4iIiIjIgM0xEREREZEBm2MiIiIiIgM2x0REREREBmyOiYiIiIgM2BwTERERERmwOa4ESUlJUBQFOTk5pc6ZNm0aWrRoUWkxEREREZnTjuwdmPnHTLyz4x3sObvH0uFUGO9zrILOnTujRYsW+PDDDy0dSpUgOh0KNm7E5e1/QONRG259+kLr52vpsIiIiKiM3t35Lr458o3xefzReLzU/CW83OJlC0ZVMWyOyaKkqAiZI0fi8ubfjWMXPvscvh8tgEvnzpYLjIiIiMok9WKqSWN8y2f7P8NjoY/Bz8X8X/GsJl5WYWZDhgzBpk2bsGDBAiiKAkVRcOrUKQBAcnIyWrVqBScnJ7Rr1w6pqamlbictLQ0hISEYNWoURAQAsHXrVnTu3BlOTk6oXbs2unXrhkuXLgEA1q9fjw4dOsDd3R2enp549NFHkZaWZtze9evXMWrUKHh7e8PBwQGBgYGYPXu2ei9EGeX+b61JYwwAcv06zrz1FkSns1BUREREVFa/n/69xHG96LH19NZKjubesTk2swULFiAqKgrDhw9HdnY2srOz4e/vDwCYMmUK5s2bh927d8PW1hZDhw4tcRv79+9Hhw4d8Mwzz+CTTz6BoihISUlB165d0bhxY2zfvh1btmxB7969oTM0kJcvX8a4ceOwe/duJCYmwsbGBv369YNerwcAfPTRR1izZg2+/fZbpKamYtmyZQgKCio1j8LCQuTl5Zk81FCwbmWJ4zfOnce1w0dU2ScRERGZTy27WqUuc7JzqsRIzIOXVZiZm5sbtFotnJycUK9ePQDA0aNHAQCzZs1Cp06dAACTJk1Cr169cO3aNTg4OBjX37ZtGx599FFMmTIFr732mnF87ty5aNWqFRYtWmQca9KkifH/n3jiCZM4vv76a9StWxeHDx9G06ZNkZGRgQYNGqBDhw5QFAWBgYF3zGP27NmYPn16BV+FsivM/bPUZTbX/1Z9/0RERHRvugV1w/zk+bh646rJuIvWBV0DulooqorjmeNKFBERYfx/b29vAMC5c+eMYxkZGXj44Yfx1ltvmTTGAIxnjktz/PhxPP300wgJCYGrq6vxrHBGRgaAm5d7pKSkIDw8HKNHj8Yvv/xyx1gnT56M3Nxc4yMzM7NcuZbVFf+S/33m4HEd57QaVfZJRERE5uPh4IEPOn8ADwcP45iXoxc+6vIRzxzTndnZ2Rn/X1EUADBe9gAAdevWhY+PD+Lj4zF06FC4uroalzk6Ot5x271790ZgYCC++OIL+Pj4QK/Xo2nTprh+/ToA4P7770d6ejp++ukn/PbbbxgwYACio6Px3Xfflbg9e3t72NvbVzjXstof0hHdmn2Jvw+5QPQ3XxOtaxEc2xbhvGs4/FWPgIiIiO5VB98O+O3J37Dr7C5oFA1a3tcStjZVs83kmWMVaLVa47XA5eHo6Ii1a9fCwcEB3bp1Q35+vnFZREQEEhMTS1zvwoULSE1NxRtvvIGuXbuiUaNGxg/q/ZOrqysGDhyIL774Av/973/x/fff4+LFi+WO05zsH3gO6Y18UP+xs/BtfxGBD/2NgO4XsKj282jkV8eisREREVHZ2Wns0M6nHdp4t6myjTHAM8eqCAoKwo4dO3Dq1Ck4OzubnB2+m1q1auHHH39Ejx490KNHD6xfvx7Ozs6YPHkymjVrhpdffhkjRoyAVqvFxo0b0b9/f3h4eMDT0xOff/45vL29kZGRgUmTJpls94MPPoC3tzciIyNhY2ODFStWoF69enB3dzdz9uXTp1UIRhycD8+Tq9He5xAuigtW6R7CK0/1g62G/3YjIiKiysXuQwXjx4+HRqNB48aNUbduXeN1v2Xl7OyMn376CSKCXr164fLlywgLC8Mvv/yCffv2oXXr1oiKisIPP/wAW1tb2NjYICEhAcnJyWjatCleffVVvPfeeybbdHFxMX6o74EHHsCpU6ewbt062NhY9kfATmODz59vj4eefg27W76HS51m4pNxg/Fw4/ssGhcRERHVTIrcuoku0R3k5eXBzc0Nubm5JtdCExEREVUmtXsSnjkmIiIiIjJgc0xEREREZMDmmIiIiIjIgM0xEREREZEBm2MiIiIiIgPe55jK5NZNTfLy8iwcCREREdVkt3oRtW64xuaYyuTWt/X5+/MLnYmIiMjy8vPz4ebmZvbt8j7HVCZ6vR5ZWVlwcXGBoigV2kZeXh78/f2RmZnJeyVbAdbDerAW1oX1sC6sh3WxhnqICPLz8+Hj46PKl5nxzDGViY2NDfz8/MyyLVdXV/6CsyKsh/VgLawL62FdWA/rYul6qHHG+BZ+II+IiIiIyIDNMRERERGRAZtjqjT29vaYOnUq7O3tLR0KgfWwJqyFdWE9rAvrYV1qQj34gTwiIiIiIgOeOSYiIiIiMmBzTERERERkwOaYiIiIiMiAzTERERERkQGbYyq32bNn44EHHoCLiwu8vLzQt29fpKam3nW9Dz/8EOHh4XB0dIS/vz9effVVXLt27Z63W9OpVY9/mjNnDhRFwdixY80cffWjZj1Onz6NZ599Fp6ennB0dESzZs2we/dutVKpFtSqh06nw5tvvong4GA4OjoiNDQUM2bMAD/jfmcVqUdRURHefvtthIaGwsHBAc2bN8f69euLzVu4cCGCgoLg4OCANm3aYOfOnWqlUW2oVY8q/34uROXUrVs3iY2NlYMHD0pKSor07NlTAgICpKCgoNR1li1bJvb29rJs2TJJT0+Xn3/+Wby9veXVV1+9p+2SevW4ZefOnRIUFCQREREyZswYFTOpHtSqx8WLFyUwMFCGDBkiO3bskJMnT8rPP/8sJ06cqIy0qiy16jFr1izx9PSUtWvXSnp6uqxYsUKcnZ1lwYIFlZFWlVWRekyYMEF8fHzkxx9/lLS0NFm0aJE4ODjInj17jHMSEhJEq9XK119/LYcOHZLhw4eLu7u7nD17tjLSqrLUqkdVfz9nc0z37Ny5cwJANm3aVOqckSNHykMPPWQyNm7cOGnfvv09bZeKM2c98vPzpUGDBvLrr79Kp06d2BxXgLnqMXHiROnQoYNqcdYU5qpHr169ZOjQoSZzHn/8cRk0aJB5A67mylIPb29v+eSTT0zGbn+tW7duLSNHjjQ+1+l04uPjI7NnzzZ/0NWYuepRke1aE15WQfcsNzcXAODh4VHqnHbt2iE5Odn4Z66TJ09i3bp16Nmz5z1tl4ozZz1GjhyJXr16ITo6Wr2Aqzlz1WPNmjVo1aoV+vfvDy8vL0RGRuKLL75QN/hqyFz1aNeuHRITE3Hs2DEAwL59+7Blyxb06NFDxeirn7LUo7CwEA4ODiZjjo6O2LJlCwDg+vXrSE5ONvk9ZWNjg+joaGzfvl2FqKsvc9Sjotu1Kpbuzqlq0+l00qtXrzueAb5lwYIFYmdnJ7a2tgJARowYYZbt0v8zZz3i4+OladOmcvXqVRERnjmuAHPWw97eXuzt7WXy5MmyZ88e+eyzz8TBwUHi4uLUCr/aMWc9dDqdTJw4URRFEVtbW1EURd555x21Qq+WylqPp59+Who3bizHjh0TnU4nv/zyizg6OopWqxURkdOnTwsA2bZtm8l6r7/+urRu3Vq1+Ksbc9Wjotu1JmyO6Z6MGDFCAgMDJTMz847zNm7cKPfdd5988cUXsn//flm5cqX4+/vL22+/fU/bJVPmqkdGRoZ4eXnJvn37jOuwOS4/cx4fdnZ2EhUVZbLeK6+8Im3btlUl9urInPWIj48XPz8/iY+Pl/3798uSJUvEw8OD/1gph7LW49y5c9KnTx+xsbERjUYjYWFh8vLLL4uDg4OIsDk2F3PVo6LbtSZsjqnCRo4cKX5+fnLy5Mm7zu3QoYOMHz/eZGzp0qXi6OgoOp2uwtul/2fOeqxatUoAiEajMT4AiKIootFo5MaNG2qlUW2Y+/gICAiQYcOGmcxZtGiR+Pj4mC/oaszc9fDz8yt23eWMGTMkPDzcfEFXYxX5PX/16lX566+/RK/Xy4QJE6Rx48YiIlJYWCgajUZWrVplMn/w4MHy2GOPmTPsasuc9bjX7VoDXnNM5SYiGDVqFFatWoUNGzYgODj4rutcuXIFNjamP24ajca4vYpul9SpR9euXXHgwAGkpKQYH61atcKgQYOQkpJinEvFqXV8tG/fvtitkI4dO4bAwEAzRV49qVWP0ubo9XozRV493cvveQcHB/j6+uLGjRv4/vvv0adPHwCAVqtFy5YtkZiYaJyr1+uRmJiIqKgos+dQnahRj3vdrlWwTE9OVdlLL70kbm5ukpSUJNnZ2cbHlStXjHOee+45mTRpkvH51KlTxcXFReLj4+XkyZPyyy+/SGhoqAwYMKBc26Xi1KrH7XhZRdmoVY+dO3eKra2tzJo1S44fPy7Lli0TJycn+eabbyo1v6pGrXrExMSIr6+v8VZuK1eulDp16siECRMqNb+qpiL1+OOPP+T777+XtLQ02bx5szz00EMSHBwsly5dMs5JSEgQe3t7iYuLk8OHD8uLL74o7u7ucubMmcpMr8pRqx5V/f2czTGVG4ASH7GxscY5nTp1kpiYGOPzoqIimTZtmoSGhoqDg4P4+/vLyy+/bHIwlWW7VJxa9bgdm+OyUbMe//vf/6Rp06Zib28vDRs2lM8//7xykqrC1KpHXl6ejBkzRgICAsTBwUFCQkJkypQpUlhYWHnJVUEVqUdSUpI0atRI7O3txdPTU5577jk5ffp0sW1//PHHEhAQIFqtVlq3bi1//PFHJWRUtalVj6r+fq6I8Ot8iIiIiIgAfn00EREREZERm2MiIiIiIgM2x0REREREBmyOiYiIiIgM2BwTERERERmwOSYiIiIiMmBzTERERERkwOaYiIiIiMiAzTERERER3dHmzZvRu3dv+Pj4QFEUrF69ulrt75/YHBMRERHRHV2+fBnNmzfHwoULq+X+/sm20vdIRERERFVKjx490KNHj1KXFxYWYsqUKYiPj0dOTg6aNm2Kd999F507d1Zlf2rimWMiIiIiuiejRo3C9u3bkZCQgP3796N///7o3r07jh8/bunQyo3NMRERERFVWEZGBmJjY7FixQp07NgRoaGhGD9+PDp06IDY2FhLh1dubI6JiIiIqMIOHDgAnU6HsLAwODs7Gx+bNm1CWloaAODo0aNQFOWOj0mTJlk4k5t4zTERERERVVhBQQE0Gg2Sk5Oh0WhMljk7OwMAQkJCcOTIkTtux9PTU7UYy4PNMRERERFVWGRkJHQ6Hc6dO4eOHTuWOEer1aJhw4aVHFnFsDkmIiIiojsqKCjAiRMnjM/T09ORkpICDw8PhIWFYdCgQRg8eDDmzZuHyMhInD9/HomJiYiIiECvXr3Mur+AgACz5FQaRURE1T0QERERUZWWlJSELl26FBuPiYlBXFwcioqKMHPmTCxZsgSnT59GnTp10LZtW0yfPh3NmjUz+/7UxOaYiIiIiMiAd6sgIiIiIjJgc0xEREREZMDmmIiIiIjIgM0xEREREZEBm2MiIiIiIgM2x0REREREBmyOiYiIiIgM2BwTERERERnw66OpTPR6PbKysuDi4gJFUSwdDhEREdVQIoL8/Hz4+PjAxsb853nZHFOZZGVlwd/f39JhEBEREQEAMjMz4efnZ/btsjmmMnFxcQFw8wfR1dXVwtEQERFRTZWXlwd/f39jb2JubI6pTG5dSuHq6srmmIiIiCxOrcs8+YE8IiIiIiIDNsdERERERAZsjomIiIiIDNgcExEREREZsDkmIiIiIjJgc0xEREREZMDmuARJSUlQFAU5OTmWDuWOOnfujLFjx1o6DCIiIqJqg80xak6TeerUKSiKgpSUFEuHQkRERGSV+CUgZHm6IuDgSiB9M+DkAUQ+C9QNt3RUREREVAPV+DPHQ4YMwaZNm7BgwQIoigJFUXDq1CkAQHJyMlq1agUnJye0a9cOqampAIDc3FxoNBrs3r0bAKDX6+Hh4YG2bdsat/vNN9/A39/f+Pyvv/7C008/DQ8PD9SqVQutWrXCjh07AADTpk1DixYtsHTpUgQFBcHNzQ1PPfUU8vPzjetfvnwZgwcPhrOzM7y9vTFv3rxiuSiKgtWrV5uMubu7Iy4uDgAQHBwMAIiMjISiKOjcufM9vXZmcaMQRXF9cC32ZVz87yrkLv8CNz5qBxxabenIiIiIqIyu665j6eGliPkpBkPWD0HC0QTc0N+wdFgVUuOb4wULFiAqKgrDhw9HdnY2srOzjU3tlClTMG/ePOzevRu2trYYOnQoAMDNzQ0tWrRAUlISAODAgQNQFAV79+5FQUEBAGDTpk3o1KkTAKCgoACdOnXC6dOnsWbNGuzbtw8TJkyAXq83xpGWlobVq1dj7dq1WLt2LTZt2oQ5c+YYl7/++uvYtGkTfvjhB/zyyy9ISkrCnj17ypXrzp07AQC//fYbsrOzsXLlylLnFhYWIi8vz+Shhqu7v8GFVQeRvt4LZ/e6IeuP2ji5xhOXvh5/84wyERERWb0xG8dg7q652HNuD5LPJmPWjlmY/PtkS4dVITW+OXZzc4NWq4WTkxPq1auHevXqQaPRAABmzZqFTp06oXHjxpg0aRK2bduGa9euAbh5nfKt5jgpKQkPP/wwGjVqhC1bthjHbjXHy5cvx/nz57F69Wp06NAB9evXx4ABAxAVFWWMQ6/XIy4uDk2bNkXHjh3x3HPPITExEcDN5vqrr77C+++/j65du6JZs2ZYvHgxbtwo37/I6tatCwDw9PREvXr14OHhUerc2bNnw83Nzfj451lwczr9bTwunahlMqYr1ODiZuBa5l5V9klERETmsyN7B7ac3lJsfP2p9Th04ZAFIro3Nb45vpOIiAjj/3t7ewMAzp07BwDo1KkTtmzZAp1Oh02bNqFz587GhjkrKwsnTpwwXraQkpKCyMjIOzajQUFBcHFxMdnfrX2lpaXh+vXraNOmjXG5h4cHwsPVuy538uTJyM3NNT4yMzNV2U/B0YISx6/n2+HkwdOq7JOIiIjMZ9/5faUvO1f6MmvF5vgO7OzsjP+vKAoAGC+FePDBB5Gfn489e/Zg8+bNJs3xpk2b4OPjgwYNGgAAHB0dy7WvW/v752UXZaEoCkTEZKyoqGKXJtjb28PV1dXkoYY8B99Slzl7BauyTyIiIjKf+5zuK31ZrdKXWSs2xwC0Wi10Ol251nF3d0dERAQ++eQT2NnZoWHDhnjwwQexd+9erF271nhJBXDzDHRKSgouXrxYofhCQ0NhZ2dn/AAfAFy6dAnHjh0zmVe3bl1kZ2cbnx8/fhxXrlwxPtdqtQBQ7lzVVHfAsyWO59auA/8HmldyNERERFRejwQ9grqOdYuN+zn7oZNfpxLWsG5sjnHzkoYdO3bg1KlT+Pvvv8t8xrZz585YtmyZsRH28PBAo0aN8N///tekOX766adRr1499O3bF1u3bsXJkyfx/fffY/v27WXaj7OzM4YNG4bXX38dGzZswMGDBzFkyBDY2JiW76GHHsInn3yCvXv3Yvfu3RgxYoTJGWkvLy84Ojpi/fr1OHv2LHJzc8u0fzU1HNgXlx/qYTJ2zaEWQj+cbzxbT0RERNbL0dYRXzzyBe73ut841sa7DT5/5HPY2lS9uwazOQYwfvx4aDQaNG7cGHXr1kVGRkaZ1uvUqRN0Op3JLdE6d+5cbEyr1eKXX36Bl5cXevbsiWbNmmHOnDnGD/6VxXvvvYeOHTuid+/eiI6ORocOHdCyZUuTOfPmzYO/vz86duyIZ555BuPHj4eTk5Nxua2tLT766CN89tln8PHxQZ8+fcq8f7UoioJWiz5A0HcroH15NNzfmo6ILUmo26aVpUMjIiKiMgp1D8XiHouxccBGbB64GV8+8iX8XdT5ML/aFLn9IlWiEuTl5cHNzQ25ubmqXX9MREREdDdq9yQ8c0xEREREZMDmmIiIiIjIgM0xEREREZEBm2MiIiIiIgM2x0REREREBlXv5nNkEbduapKXl2fhSIiIiKgmu9WLqHXDNTbHVCYXLlwAAPj7V817FhIREVH1kp+fDzc3N7Nvl80xlYmHhwcAICMjQ5UfRGuVl5cHf39/ZGZm1rj7O9fU3Gtq3kDNzZ1516y8gZqbe3XJW0SQn58PHx8fVbbP5pjK5NZXVbu5uVXpA6qiXF1da2TeQM3NvabmDdTc3Jl3zVNTc68Oeat5oo4fyCMiIiIiMmBzTERERERkwOaYysTe3h5Tp06Fvb29pUOpVDU1b6Dm5l5T8wZqbu7Mu2blDdTc3Gtq3uWliFr3wSAiIiIiqmJ45piIiIiIyIDNMRERERGRAZtjIiIiIiIDNsdERERERAZsjqs5nU6HN998E8HBwXB0dERoaChmzJhx1+8jT0pKwv333w97e3vUr18fcXFxxeYsXLgQQUFBcHBwQJs2bbBz506T5deuXcPIkSPh6ekJZ2dnPPHEEzh79qw507sjtXKfPXs2HnjgAbi4uMDLywt9+/ZFamqqyZzOnTtDURSTx4gRI8ydYonUynvatGnFcmrYsKHJnOpa86CgoGK5K4qCkSNHGudUtZpnZ2fjmWeeQVhYGGxsbDB27NgS561YsQINGzaEg4MDmjVrhnXr1pksFxG89dZb8Pb2hqOjI6Kjo3H8+HFzplcqtfL+4osv0LFjR9SuXRu1a9dGdHR0sd9vQ4YMKVbv7t27mzvFUqmVe1xcXLG8HBwcTOZUx5qXdPwqioJevXoZ51TFmq9cuRIPP/ww6tatC1dXV0RFReHnn38uNs/a388rnVC1NmvWLPH09JS1a9dKenq6rFixQpydnWXBggWlrnPy5ElxcnKScePGyeHDh+Xjjz8WjUYj69evN85JSEgQrVYrX3/9tRw6dEiGDx8u7u7ucvbsWeOcESNGiL+/vyQmJsru3bulbdu20q5dO1Xz/Se1cu/WrZvExsbKwYMHJSUlRXr27CkBAQFSUFBgnNOpUycZPny4ZGdnGx+5ubmq5nuLWnlPnTpVmjRpYpLT+fPnTbZTXWt+7tw5k7x//fVXASAbN240zqlqNU9PT5fRo0fL4sWLpUWLFjJmzJhic7Zu3SoajUbmzp0rhw8fljfeeEPs7OzkwIEDxjlz5swRNzc3Wb16tezbt08ee+wxCQ4OlqtXr6qRqgm18n7mmWdk4cKFsnfvXjly5IgMGTJE3Nzc5K+//jLOiYmJke7du5vU++LFi2qkWSK1co+NjRVXV1eTvM6cOWMypzrW/MKFCyY5Hzx4UDQajcTGxhrnVMWajxkzRt59913ZuXOnHDt2TCZPnix2dnayZ88e45yq8H5e2dgcV3O9evWSoUOHmow9/vjjMmjQoFLXmTBhgjRp0sRkbODAgdKtWzfj89atW8vIkSONz3U6nfj4+Mjs2bNFRCQnJ0fs7OxkxYoVxjlHjhwRALJ9+/Z7yqms1Mr9dufOnRMAsmnTJuNYp06dSvwFXBnUynvq1KnSvHnzUrdRk2o+ZswYCQ0NFb1ebxyrajX/p9JiHzBggPTq1ctkrE2bNvKvf/1LRET0er3Uq1dP3nvvPePynJwcsbe3l/j4+HJmUX5q5X27GzduiIuLiyxevNg4FhMTI3369ClPuGalVu6xsbHi5uZW6no1pebz588XFxcXk5MeVb3mtzRu3FimT59ufF4V3s8rGy+rqObatWuHxMREHDt2DACwb98+bNmyBT169Ch1ne3btyM6OtpkrFu3bti+fTsA4Pr160hOTjaZY2Njg+joaOOc5ORkFBUVmcxp2LAhAgICjHPUpkbuJcnNzQUAeHh4mIwvW7YMderUQdOmTTF58mRcuXKloqmUi5p5Hz9+HD4+PggJCcGgQYOQkZFhXFZTan79+nV88803GDp0KBRFMVlWlWpeFnd7bdLT03HmzBmTOW5ubmjTpk2l1FytvG935coVFBUVFTvGk5KS4OXlhfDwcLz00ku4cOGCWfd7J2rmXlBQgMDAQPj7+6NPnz44dOiQcVlNqflXX32Fp556CrVq1TIZr+o11+v1yM/PN/4sV5X388pma+kASF2TJk1CXl4eGjZsCI1GA51Oh1mzZmHQoEGlrnPmzBncd999JmP33Xcf8vLycPXqVVy6dAk6na7EOUePHjVuQ6vVwt3dvdicM2fOmCe5u1Ajd0dHR5Nler0eY8eORfv27dG0aVPj+DPPPIPAwED4+Phg//79mDhxIlJTU7Fy5UrzJlkCtfJu06YN4uLiEB4ejuzsbEyfPh0dO3bEwYMH4eLiUmNqvnr1auTk5GDIkCEm41Wt5mVR2mtzq563/nunOWpSK+/bTZw4ET4+PibNQffu3fH4448jODgYaWlp+Pe//40ePXpg+/bt0Gg0Zt1/SdTKPTw8HF9//TUiIiKQm5uL999/H+3atcOhQ4fg5+dXI2q+c+dOHDx4EF999ZXJeHWo+fvvv4+CggIMGDAAAPD3339XiffzysbmuJr79ttvsWzZMixfvhxNmjRBSkoKxo4dCx8fH8TExFg6PFVVRu4jR47EwYMHsWXLFpPxF1980fj/zZo1g7e3N7p27Yq0tDSEhoaaZd+lUSvvf56diIiIQJs2bRAYGIhvv/0Ww4YNM0fo96wyav7VV1+hR48e8PHxMRmvjjW3dpWR95w5c5CQkICkpCSTD6Y99dRTxv9v1qwZIiIiEBoaiqSkJHTt2tUs+74TtXKPiopCVFSU8Xm7du3QqFEjfPbZZ5gxY4Y5Qr8nlXWMN2vWDK1btzYZr+o1X758OaZPn44ffvgBXl5eqsdblbE5ruZef/11TJo0yXhQN2vWDH/++Sdmz55d6sFUr169Yp9CPXv2LFxdXeHo6AiNRgONRlPinHr16hm3cf36deTk5Jj8a/Ofc9SmRu7/NGrUKKxduxabN2+Gn5/fHWNp06YNAODEiROqN0pq532Lu7s7wsLCcOLECeM2qnvN//zzT/z2229lOhts7TUvi9Jem38e57fGvL29Tea0aNGiwvstK7XyvuX999/HnDlz8NtvvyEiIuKOc0NCQlCnTh2cOHGiUholtXO/xc7ODpGRkSbHOVB9a3758mUkJCTg7bffvuvcqlTzhIQEvPDCC1ixYoXJX0Dq1KlTJd7PKxuvOa7mrly5Ahsb0zJrNBro9fpS14mKikJiYqLJ2K+//mo8m6DVatGyZUuTOXq9HomJicY5LVu2hJ2dncmc1NRUZGRkmJyVUJMauQM3b2M0atQorFq1Chs2bEBwcPBdY0lJSQEAkzcTtaiV9+0KCgqQlpZmzKk61/yW2NhYeHl5mdzeqTTWXvOyuNtrExwcjHr16pnMycvLw44dOyql5mrlDQBz587FjBkzsH79erRq1equ8//66y9cuHChUuoNqJv7P+l0Ohw4cMCYV3WuOXDz1oWFhYV49tln7zq3qtQ8Pj4ezz//POLj44v97qoq7+eVztKfCCR1xcTEiK+vr/HWLytXrpQ6derIhAkTjHMmTZokzz33nPH5rVtbvf7663LkyBFZuHBhibdys7e3l7i4ODl8+LC8+OKL4u7ubnLLnxEjRkhAQIBs2LBBdu/eLVFRURIVFVU5iYt6ub/00kvi5uYmSUlJJrf0uXLlioiInDhxQt5++23ZvXu3pKenyw8//CAhISHy4IMPVum8X3vtNUlKSpL09HTZunWrREdHS506deTcuXPGOdW15iI3P8EdEBAgEydOLLbfqlhzEZG9e/fK3r17pWXLlvLMM8/I3r175dChQ8blW7duFVtbW3n//fflyJEjMnXq1BJv5ebu7i4//PCD7N+/X/r06VNpt/VSK+85c+aIVquV7777zuQYz8/PFxGR/Px8GT9+vGzfvl3S09Plt99+k/vvv18aNGgg165dUz1vNXOfPn26/Pzzz5KWlibJycny1FNPiYODQ7HXp7rV/JYOHTrIwIEDi41X1ZovW7ZMbG1tZeHChSY/yzk5OcY5VeH9vLKxOa7m8vLyZMyYMRIQECAODg4SEhIiU6ZMkcLCQuOcmJgY6dSpk8l6GzdulBYtWohWq5WQkBCTez3e8vHHH0tAQIBotVpp3bq1/PHHHybLr169Ki+//LLUrl1bnJycpF+/fpKdna1GmiVSK3cAJT5uzcvIyJAHH3xQPDw8xN7eXurXry+vv/56pd3zVq28Bw4cKN7e3qLVasXX11cGDhwoJ06cMJlTXWsuIvLzzz8LAElNTS22rKrWvKSf48DAQJM53377rYSFhYlWq5UmTZrIjz/+aLJcr9fLm2++Kffdd5/Y29tL165dS3yN1KBW3oGBgSXOmTp1qoiIXLlyRR555BGpW7eu2NnZSWBgoAwfPrzY/YDVpFbuY8eONf5ev++++6Rnz54m98QVqZ41FxE5evSoAJBffvml2H6ras07depUYu4xMTEm27b29/PKpojc5aujiIiIiIhqCF5zTERERERkwOaYiIiIiMiAzTERERERkQGbYyIiIiIiAzbHREREREQGbI6JiIiIiAzYHBMRERERGbA5JiIiIqI72rx5M3r37g0fHx8oioLVq1erur9PP/0UERERcHV1haurK6KiovDTTz+pus9b2BwTERER0R1dvnwZzZs3x8KFCytlf35+fpgzZw6Sk5Oxe/duPPTQQ+jTpw8OHTqk+r75DXlEREREVGaKomDVqlXo27evcaywsBBTpkxBfHw8cnJy0LRpU7z77rvo3Lmz2fbr4eGB9957D8OGDTPbNkvCM8dEREREdE9GjRqF7du3IyEhAfv370f//v3RvXt3HD9+/J63rdPpkJCQgMuXLyMqKsoM0d4ZzxwTERERUZndfuY4IyMDISEhyMjIgI+Pj3FedHQ0WrdujXfeeadC+zlw4ACioqJw7do1ODs7Y/ny5ejZs6c5UrgjnjkmIiIiogo7cOAAdDodwsLC4OzsbHxs2rQJaWlpAICjR49CUZQ7PiZNmmSy3fDwcKSkpGDHjh146aWXEBMTg8OHD6uej63qeyAiIiKiaqugoAAajQbJycnQaDQmy5ydnQEAISEhOHLkyB234+npafJcq9Wifv36AICWLVti165dWLBgAT777DMzRl8cm2MiIiIiqrDIyEjodDqcO3cOHTt2LHGOVqtFw4YN72k/er0ehYWF97SNsmBzTERERER3VFBQgBMnThifp6enIyUlBR4eHggLC8OgQYMwePBgzJs3D5GRkTh//jwSExMRERGBXr16lXt/kydPRo8ePRAQEID8/HwsX74cSUlJ+Pnnn82ZVon4gTwiIiIiuqOkpCR06dKl2HhMTAzi4uJQVFSEmTNnYsmSJTh9+jTq1KmDtm3bYvr06WjWrFm59zds2DAkJiYiOzsbbm5uiIiIwMSJE/Hwww+bI507YnNMRERERGTAu1UQERERERmwOSYiIiIiMmBzTERERERkwOaYiIiIiMiAzTERERERkQGbYyIiIiIiAzbHREREREQGbI6JiIiIiAzYHBMRERERGdhaOgCqGvR6PbKysuDi4gJFUSwdDhEREdVQIoL8/Hz4+PjAxsb853nZHFOZZGVlwd/f39JhEBEREQEAMjMz4efnZ/btsjmmMnFxcQFw8wfR1dXVwtEQERFRTZWXlwd/f39jb2JubI6pTG5dSuHq6srmmIiIiCxOrcs8+YE8IiIiIiIDNsdERERERAZsjomIiIiIDNgcExEREREZ8AN5RERERHTvruUBaYmAYgPUjwa0tSwdUYWwOSaLy8zLxKJ9i7AjewdqO9TGk2FP4qnwp/hlI0RERFXFwZXAD6OAoss3n9u7AU98CYQ9Ytm4KoCXVZiRiODFF1+Eh4cHFEVBSkqKKvu5cuUKnnjiCbi6ukJRFOTk5Kiyn8rw99W/8dxPz2HtybU4f/U8jl06hnd2vIP5yfMtHRoRERGVRf4ZYNW//r8xBoDCXGDFEOBqjqWiqjA2x2a0fv16xMXFYe3atcjOzkbTpk3vaXtxcXFwd3cvNr548WL8/vvv2LZtG7Kzs+Hm5nZP+7Gk/6b+FxeuXSg2vvzocuQW5logIiIiIiqXQ6sA3fXi40WXgdR1lR/PPeJlFWaUlpYGb29vtGvXTvX9NGrU6J6bb2uQejG1xPFCXSFO5Z1C87rNKzkiIiIiKpcb13Djmg3OH3BBfqYDoACuAVdRt1k+NEVXLR1dufHMsZkMGTIEr7zyCjIyMqAoCoKCgqDX6zF37lzUr18f9vb2CAgIwKxZswAASUlJxS6JSElJgaIoOHXqFJKSkvD8888jNzcXiqJAURRMmzYNnTt3xrx587B582YoioLOnTsDABYtWoQGDRrAwcEB9913H5588knjdoOCgvDhhx+axNuiRQtMmzZN5Vfl7oJcg0oct1Vs4evsW7nBEBERUblJaDdkJHkiJ60WdNc10BVqcOm4MzI3e0IadLN0eOXGM8dmsmDBAoSGhuLzzz/Hrl27oNFoMHnyZHzxxReYP38+OnTogOzsbBw9erRM22vXrh0+/PBDvPXWW0hNvXl21dnZGaNHj8akSZNw8OBBrFy5ElqtFrt378bo0aOxdOlStGvXDhcvXsTvv/9+T/kUFhaisLDQ+DwvL++etleaAeED8O2xb3H5n9cpAXis/mOo41hHlX0SERGR+eTt/wuFOXbFxq/+rcWVo3+hVls/C0RVcWyOzcTNzQ0uLi7QaDSoV68e8vPzsWDBAnzyySeIiYkBAISGhqJDhw5l2p5Wq4WbmxsURUG9evVMljk5OUGr1RrHk5KSUKtWLTz66KNwcXFBYGAgIiMj7ymf2bNnY/r06fe0jbLwc/HDV498hfl75mNn9k6427vjybAn8VKLl1TfNxEREd271J374VLKshM796N527aVGs+9YnOskiNHjqCwsBBdu3ZVfV8PP/wwAgMDERISgu7du6N79+7o168fnJycKrzNyZMnY9y4ccbneXl58Pf3N0e4xTSp0wRfPvIlRIS3byMiIqpiTjrVRWmfEEqr5VXqMmvFa45V4ujoeMflNjY3X3oRMY4VFRVVaF8uLi7Ys2cP4uPj4e3tjbfeegvNmzc3Xs9sY2Njsp+y7Mve3h6urq4mD7WxMSYiIqp6HDt3Qbqrd7Hxwx6BqN0uygIR3Rs2xypp0KABHB0dkZiYWOLyunXrAgCys7ONY7ffF1mr1UKn05Vpf7a2toiOjsbcuXOxf/9+nDp1Chs2bDDu65/7ycvLQ3p6ennSISIiIipR9+a++LjXGPwU2Ab5do7I1dbCmuD2WPLYq+gU7mXp8MqNl1WoxMHBARMnTsSECROg1WrRvn17nD9/HocOHcKwYcNQv359+Pv7Y9q0aZg1axaOHTuGefPmmWwjKCgIBQUFSExMRPPmzeHk5FTipRJr167FyZMn8eCDD6J27dpYt24d9Ho9wsPDAQAPPfQQ4uLi0Lt3b7i7u+Ott96CRqOplNeBiIiIqjd7Ww2+GP0wpgf7YuHRc7BRgEea1MMXjzaGjU3V+6swm2MVvfnmm7C1tcVbb72FrKwseHt7Y8SIEQAAOzs7xMfH46WXXkJERAQeeOABzJw5E/379zeu365dO4wYMQIDBw7EhQsXMHXq1BJvv+bu7o6VK1di2rRpuHbtGho0aID4+Hg0adIEwM3rh9PT0/Hoo4/Czc0NM2bM4JljIiIiMhu/2k74YnArFN7QQYECrW3VvThBkdsvRiUqQV5eHtzc3JCbm1sp1x8TERERlUTtnqTqtvVERERERGbG5piIiIiIyIDNMRERERGRAZtjIiIiIiIDNsdERERERAa8lRuVya2bmuTl5Vk4EiIiIqrJbvUiat1wjc0xlUl+fj4AwN/f38KREBEREd3sTdzc3My+Xd7nmMpEr9cjKysLLi4uUJR7+7abvLw8+Pv7IzMzk/dMtgKsh/VgLawL62FdWA/rYsl6iAjy8/Ph4+MDGxvzXyHMM8dUJjY2NvDz8zPrNl1dXfkLzoqwHtaDtbAurId1YT2si6XqocYZ41v4gTwiIiIiIgM2x0REREREBmyOqdLZ29tj6tSpsLe3t3QoBNbDmrAW1oX1sC6sh3WpzvXgB/KIiIiIiAx45piIiIiIyIDNMRERERGRAZtjIiIiIiIDNsdERERERAZsjqnCdDod3nzzTQQHB8PR0RGhoaGYMWPGHb/rfMuWLWjfvj08PT3h6OiIhg0bYv78+SZzZs+ejQceeAAuLi7w8vJC3759kZqaqnY6VZ5a9finOXPmQFEUjB07VoUMqhc163H69Gk8++yzxnnNmjXD7t271UynylOrHhXZLt3767Z161bY2tqiRYsWxZYtXLgQQUFBcHBwQJs2bbBz504zR1/9qFWPKvt+LkQVNGvWLPH09JS1a9dKenq6rFixQpydnWXBggWlrrNnzx5Zvny5HDx4UNLT02Xp0qXi5OQkn332mXFOt27dJDY2Vg4ePCgpKSnSs2dPCQgIkIKCgspIq8pSqx637Ny5U4KCgiQiIkLGjBmjYibVg1r1uHjxogQGBsqQIUNkx44dcvLkSfn555/lxIkTlZFWlaVWPSqyXbq31+3SpUsSEhIijzzyiDRv3txkWUJCgmi1Wvn666/l0KFDMnz4cHF3d5ezZ8+qlEn1oFY9qur7OW/lRhX26KOP4r777sNXX31lHHviiSfg6OiIb775pszbefzxx1GrVi0sXbq0xOXnz5+Hl5cXNm3ahAcffPCe466u1KxHQUEB7r//fixatAgzZ85EixYt8OGHH5oz/GpHrXpMmjQJW7duxe+//272mKsztephru3WNPfyuj311FNo0KABNBoNVq9ejZSUFOOyNm3a4IEHHsAnn3wCANDr9fD398crr7yCSZMmqZJLdaBWPW5XVd7PeVkFVVi7du2QmJiIY8eOAQD27duHLVu2oEePHmXext69e7Ft2zZ06tSp1Dm5ubkAAA8Pj3sLuJpTsx4jR45Er169EB0dbdaYqzO16rFmzRq0atUK/fv3h5eXFyIjI/HFF1+YPf7qRq16mGO7NVFFX7fY2FicPHkSU6dOLbbs+vXrSE5ONvk9ZWNjg+joaGzfvt28CVQzatSjJFXm/dzSp66p6tLpdDJx4kRRFEVsbW1FURR55513yrSur6+vaLVasbGxkbfffvuO++jVq5e0b9/eXGFXW2rVIz4+Xpo2bSpXr14VEZFOnTrxsooyUKse9vb2Ym9vL5MnT5Y9e/bIZ599Jg4ODhIXF6dGGtWGWvW4l+3WZBV53Y4dOyZeXl6SmpoqIiJTp041+TP+6dOnBYBs27bNZL3XX39dWrdubfYcqhM16lHSPqrK+zmbY6qw+Ph48fPzk/j4eNm/f78sWbJEPDw8yvQmffLkSdm/f798/vnn4uHhIcuXLy9x3ogRIyQwMFAyMzPNHX61o0Y9MjIyxMvLS/bt22ecy+a4bNQ6Puzs7CQqKspk/iuvvCJt27Y1ew7ViVr1uJft1mTlfd1u3LghrVq1kk8//dQ4xubYfNSox+2q0vs5m2OqMD8/P/nkk09MxmbMmCHh4eHl2s6MGTMkLCys2PjIkSPFz89PTp48eU9x1hRq1GPVqlUCQDQajfEBQBRFEY1GIzdu3DBb/NWNWsdHQECADBs2zGTOokWLxMfHp+LB1gBq1cNc261pyvu6Xbp0qdjvIkVRjGOJiYlSWFgoGo1GVq1aZbLu4MGD5bHHHlMrlWpBjXr8U1V7P7e13AUdVNVduXIFNjaml61rNBro9fpybUev16OwsND4XETwyiuvYNWqVUhKSkJwcLBZ4q3u1KhH165dceDAAZPlzz//PBo2bIiJEydCo9HcW9DVmFrHR/v27YvdCunYsWMIDAyseLA1gFr1MNd2a5ryvm6urq7FfhctWrQIGzZswHfffYfg4GBotVq0bNkSiYmJ6Nu3L4Cb9UpMTMSoUaNUyaO6UKMeQBV+P7d0d05VV0xMjPj6+hpv/bJy5UqpU6eOTJgwwThn0qRJ8txzzxmff/LJJ7JmzRo5duyYHDt2TL788ktxcXGRKVOmGOe89NJL4ubmJklJSZKdnW18XLlypVLzq2rUqsfteFlF2ahVj507d4qtra3MmjVLjh8/LsuWLRMnJyf55ptvKjW/qkatepRlu1RcRepxu5L+jJ+QkCD29vYSFxcnhw8flhdffFHc3d3lzJkzaqVSLahVj6r6fs7mmCosLy9PxowZIwEBAeLg4CAhISEyZcoUKSwsNM6JiYmRTp06GZ9/9NFH0qRJE3FychJXV1eJjIyURYsWiU6nM84BUOIjNja2ErOretSqx+3YHJeNmvX43//+J02bNhV7e3tp2LChfP7555WVVpWlVj3Ksl0qriL1uF1p17h+/PHHEhAQIFqtVlq3bi1//PGHChlUL2rVo6q+n/M+x0REREREBrzPMRERERGRAZtjIiIiIiIDNsdERERERAZsjomIiIiIDNgcExEREREZsDkmIiIiIjJgc0xEREREZMDmmIiIiIjuaPPmzejduzd8fHygKApWr15drfb3T2yOiYiIiOiOLl++jObNm2PhwoXVcn//ZFvpeyQiIiKiKqVHjx7o0aNHqcsLCwsxZcoUxMfHIycnB02bNsW7776Lzp07q7I/NfHMMRERERHdk1GjRmH79u1ISEjA/v370b9/f3Tv3h3Hjx+3dGjlxuaYiIiIiCosIyMDsbGxWLFiBTp27IjQ0FCMHz8eHTp0QGxsrKXDKzc2x0RERERUYQcOHIBOp0NYWBicnZ2Nj02bNiEtLQ0AcPToUSiKcsfHpEmTLJzJTbzmmIiIiIgqrKCgABqNBsnJydBoNCbLnJ2dAQAhISE4cuTIHbfj6empWozlweaYiIiIiCosMjISOp0O586dQ8eOHUuco9Vq0bBhw0qOrGLYHBMRERHRHRUUFODEiRPG5+np6UhJSYGHhwfCwsIwaNAgDB48GPPmzUNkZCTOnz+PxMREREREoFevXmbdX0BAgFlyKo0iIqLqHoiIiIioSktKSkKXLl2KjcfExCAuLg5FRUWYOXMmlixZgtOnT6NOnTpo27Ytpk+fjmbNmpl9f2pic0xEREREZMC7VRARERERGbA5JiIiIiIyYHNMRERERGTA5piIiIiIyIDNMRERERGRAZtjIiIiIiIDNsdERERERAZsjomIiIiIDNgcExEREREZ2Fo6AKoa9Ho9srKy4OLiAkVRLB0OERER1VAigvz8fPj4+MDGxvznedkcU5lkZWXB39/f0mEQERERAQAyMzPh5+dn9u2yOaYycXFxAXDzB9HV1dXC0RAREVFNlZeXB39/f2NvYm5sjqlMbl1K4erqyuaYiIiILE6tyzz5gTwiIiIiIgM2x0REREREBmyOiYiIiIgM2BwTERERERmwOSYiIiIiMuDdKsgq6EWP0/mn4aJ1gbuDu6XDISIionKQoiLkfP898n78HxSNBq69+8CtXz8oKnxJh9rYHNdAW7duxYgRI3D06FH06tULq1evtmg8GzI2YO6uuThdcBoaRYPowGi8FfUWXLW8ZRwREVFV8NeIYSjYusv4/PIfu3Dl9w3w+XChBaOqmKrXzlMxSUlJUBQFOTk5JuOdO3fG2LFji80fN24cWrRogfT0dMTFxVVKjKVJvZiK15Jew+mC0wAAnejw86mfMeX3KRaNi4iIiMrm8tZNJo3xLbnrN+DawQMWiOjesDmugdLS0vDQQw/Bz88P7u7uFo1lxbEVuCE3io1v+msTsguyLRARERERlcfVnxNKXXbl5+WVGIl5sDm2Enq9HnPnzkX9+vVhb2+PgIAAzJo1C6dOnYKiKEhISEC7du3g4OCApk2bYtOmTQCAU6dOoUuXLgCA2rVrQ1EUDBkyBEOGDMGmTZuwYMECKIoCRVGM27pw4QKGDh0KRVEsfub43JVzJY4LBOevnq/kaIiIiKi8bB2Ln+QyLnMofZm14jXHVmLy5Mn44osvMH/+fHTo0AHZ2dk4evSocfnrr7+ODz/8EI0bN8YHH3yA3r17Iz09Hf7+/vj+++/xxBNPIDU1Fa6urnB0dAQAHDt2DE2bNsXbb78NAKhbty6ys7MRHh6Ot99+GwMHDoSbm1uJ8RQWFqKwsND4PC8vT5W87/e6HxszNxYbd7FzQYPaDVTZJxEREZmPXc/HoUnYBF2hxnTc6QYceg2wUFQVxzPHViA/Px8LFizA3LlzERMTg9DQUHTo0AEvvPCCcc6oUaPwxBNPoFGjRvj000/h5uaGr776ChqNBh4eHgAALy8v1KtXD25ubnBzc4NWq4WTkxPq1auHevXqQaPRoF69elAUBW5ubqhXr56xkb7d7Nmzjdtxc3ODv7+/Krk/EfYEQtxCio2/3OJlONqWHBsRERFZjx+LmuLMg3Xg4HHdOOZYpxDHHwzAhgI/C0ZWMTxzbAWOHDmCwsJCdO3atdQ5UVFRxv+3tbVFq1atcOTIEdVimjx5MsaNG2d8npeXp0qD7KJ1wZIeS7D8yHL8kf0HajvUxpNhT6KDbwez74uIiIjM71zeNUypNRGDuvyGntf+gF6xwVL79kjQdcHUvMK7b8DKsDm2AqWdvbUke3t72NvbV8q+3Ozd8FKLl/BSi5cqZX9ERERkPi0DPVAEW8TpuiPOrvvNQd3N/zwQ5GG5wCqIl1VYgQYNGsDR0RGJiYmlzvnjjz+M/3/jxg0kJyejUaNGAACtVgsA0Ol0JutotdpiY0RERETmFBXqiehG9xUbfzzSF419qt53FvDMsRVwcHDAxIkTMWHCBGi1WrRv3x7nz5/HoUOHjJdaLFy4EA0aNECjRo0wf/58XLp0CUOHDgUABAYGQlEUrF27Fj179oSjoyOcnZ0RFBSEHTt24NSpU3B2doaHhwdsquA31RAREZF1+/TZ+/HfXZn46WA2bBQFvZv74Mn7q971xgCbY6vx5ptvwtbWFm+99RaysrLg7e2NESNGGJfPmTMHc+bMQUpKCurXr481a9agTp06AABfX19Mnz4dkyZNwvPPP4/BgwcjLi4O48ePR0xMDBo3boyrV68iPT0dQUFBFsqQiIiIqis7jQ2ebRuIZ9sGWjqUe6aIiFg6CCrdqVOnEBwcjL1796JFixYWiyMvLw9ubm7Izc2Fq2vV+xMJERERVQ9q9yT8GzsRERERkQGbYyIiIiIiA15zbOWCgoLAK1+IiIiIKgfPHBMRERERGbA5JiIiIiIy4GUVVCa3Lu3Iy8uzcCRERERUk93qRdS67JTNMZVJfn4+AMDf39/CkRARERHd7E3c3NzMvl3e55jKRK/XIysrCy4uLlAURdV95eXlwd/fH5mZmbynshVgPawL62FdWA/rwnpYDzVrISLIz8+Hj4+PKt/8yzPHVCY2Njbw86vcr4F0dXXlLzcrwnpYF9bDurAe1oX1sB5q1UKNM8a38AN5REREREQGbI6JiIiIiAzYHJPVsbe3x9SpU2Fvb2/pUAish7VhPawL62FdWA/rUZVrwQ/kEREREREZ8MwxEREREZEBm2MiIiIiIgM2x0REREREBmyOiYiIiIgM2ByTqnQ6Hd58800EBwfD0dERoaGhmDFjxl2/D33ZsmVo3rw5nJyc4O3tjaFDh+LChQsmcz788EOEh4fD0dER/v7+ePXVV3Ht2jU106nyKlqPhQsXolGjRnB0dER4eDiWLFlSbM6KFSvQsGFDODg4oFmzZli3bp1aaVQbatXjiy++QMeOHVG7dm3Url0b0dHR2Llzp5qpVHlqHhu3JCQkQFEU9O3b18zRVz9q1iMnJwcjR46Et7c37O3tERYWxt9Xd6FmPazyvVyIVDRr1izx9PSUtWvXSnp6uqxYsUKcnZ1lwYIFpa6zZcsWsbGIyM/rAAB5zUlEQVSxkQULFsjJkyfl999/lyZNmki/fv2Mc5YtWyb29vaybNkySU9Pl59//lm8vb3l1VdfrYy0qqyK1GPRokXi4uIiCQkJkpaWJvHx8eLs7Cxr1qwxztm6datoNBqZO3euHD58WN544w2xs7OTAwcOVEZaVZZa9XjmmWdk4cKFsnfvXjly5IgMGTJE3Nzc5K+//qqMtKoktWpxS3p6uvj6+krHjh2lT58+KmZSPahVj8LCQmnVqpX07NlTtmzZIunp6ZKUlCQpKSmVkVaVpVY9rPW9nM0xqapXr14ydOhQk7HHH39cBg0aVOo67733noSEhJiMffTRR+Lr62t8PnLkSHnooYdM5owbN07at29vhqirr4rUIyoqSsaPH28ydvtrPWDAAOnVq5fJnDZt2si//vUvM0RdfalVj9vduHFDXFxcZPHixfcWcDWmZi1u3Lgh7dq1ky+//FJiYmLYHJeBWvX49NNPJSQkRK5fv27egKs5tephre/lvKyCVNWuXTskJibi2LFjAIB9+/Zhy5Yt6NGjR6nrREVFITMzE+vWrYOI4OzZs/juu+/Qs2dPk+0mJycb/1R88uRJrFu3zmQOFVeRehQWFsLBwcFkzNHRETt37kRRUREAYPv27YiOjjaZ061bN2zfvt3MGVQvatXjdleuXEFRURE8PDzMF3w1o2Yt3n77bXh5eWHYsGHqBF8NqVWPNWvWICoqCiNHjsR9992Hpk2b4p133oFOp1MvmWpArXpY7Xu5RVtzqvZ0Op1MnDhRFEURW1tbURRF3nnnnbuu9+2334qzs7PY2toKAOndu3exf+kvWLBA7OzsjHNGjBihVhrVRkXqMXnyZKlXr57s3r1b9Hq97Nq1S+677z4BIFlZWSIiYmdnJ8uXLzdZb+HCheLl5aVaLtWBWvW43UsvvSQhISFy9epVNdKoFtSqxe+//y6+vr5y/vx5ERGeOS4jteoRHh4u9vb2MnToUNm9e7ckJCSIh4eHTJs2rTLSqrLU/F1lje/lbI5JVfHx8eLn5yfx8fGyf/9+WbJkiXh4eEhcXFyp6xw6dEi8vb1l7ty5sm/fPlm/fr00a9bM5E86GzdulPvuu0+++OIL2b9/v6xcuVL8/f3l7bffroy0qqyK1OPKlSvy/PPPi62trWg0GvHx8ZEJEyYIADlz5oyIsDmuKLXq8U+zZ8+W2rVry759+9RMpcpToxZ5eXkSFBQk69atM67D5rhs1Do2GjRoIP7+/nLjxg3jevPmzZN69eqpnlNVplY9rPW9nM0xqcrPz08++eQTk7EZM2ZIeHh4qes8++yz8uSTT5qM/f777yb/2uzQoUOxa5mWLl0qjo6OotPpzBR99VORetxy/fp1yczMlBs3bhg/aHHrtfb395f58+ebzH/rrbckIiLCbLFXR2rV45b33ntP3NzcZNeuXWaNuzpSoxZ79+4VAKLRaIwPRVFEURTRaDRy4sQJtdKp8tQ6Nh588EHp2rWryfx169YJACksLDRfAtWMWvWw1vdyXnNMqrpy5QpsbEx/zDQaDfR6fbnXAWC8bUxZ5lBxFanHLXZ2dvDz84NGo0FCQgIeffRR47aioqKQmJhoMv/XX39FVFSU+YKvhtSqBwDMnTsXM2bMwPr169GqVSuzx17dqFGLhg0b4sCBA0hJSTE+HnvsMXTp0gUpKSnw9/dXK50qT61jo3379jhx4oTJdo4dOwZvb29otVrzJlGNqFUPq30vt1hbTjVCTEyM+Pr6Gm//snLlSqlTp45MmDDBOGfSpEny3HPPGZ/HxsaKra2tLFq0SNLS0mTLli3SqlUrad26tXHO1KlTxcXFReLj4+XkyZPyyy+/SGhoqAwYMKBS86tqKlKP1NRUWbp0qRw7dkx27NghAwcOFA8PD0lPTzfO2bp1q9ja2sr7778vR44ckalTp/JWbmWgVj3mzJkjWq1WvvvuO8nOzjY+8vPzKzO9KkWtWpS0H15WcXdq1SMjI0NcXFxk1KhRkpqaKmvXrhUvLy+ZOXNmZaZX5ahVD2t9L2dzTKrKy8uTMWPGSEBAgDg4OEhISIhMmTLF5M9XMTEx0qlTJ5P1PvroI2ncuLE4OjqKt7e3DBo0yOQerUVFRTJt2jQJDQ0VBwcH8ff3l5dfflkuXbpUSZlVTRWpx+HDh6VFixbi6Ogorq6u0qdPHzl69GixbX/77bcSFhYmWq1WmjRpIj/++GNlpFSlqVWPwMBAAVDsMXXq1ErKrOpR89j4JzbHZaNmPbZt2yZt2rQRe3t7CQkJkVmzZplcg0zFqVUPa30vV0T4N2giIiIiIoBfH01EREREZMTmmIiIiIjIgM0xEREREZEBm2MiIiIiIgM2x0REREREBmyOiYiIiIgM2BwTERERERmwOSYiIiIis9m8eTN69+4NHx8fKIqC1atXV3hbJ06cgIuLC9zd3c0W392wOSYiIiIis7l8+TKaN2+OhQsX3tN2ioqK8PTTT6Njx45miqxs2BwTERERkdn06NEDM2fORL9+/UpcXlhYiPHjx8PX1xe1atVCmzZtkJSUVGzeG2+8gYYNG2LAgAEqR2yKzTERERERVZpRo0Zh+/btSEhIwP79+9G/f390794dx48fN87ZsGEDVqxYcc9nnyuCzTERERERVYqMjAzExsZixYoV6NixI0JDQzF+/Hh06NABsbGxAIALFy5gyJAhiIuLg6ura6XHaFvpeyQiIiKiGunAgQPQ6XQICwszGS8sLISnpycAYPjw4XjmmWfw4IMPWiJENsdEREREVDkKCgqg0WiQnJwMjUZjsszZ2RnAzUsq1qxZg/fffx8AICLQ6/WwtbXF559/jqFDh6oaI5tjIiIiIqoUkZGR0Ol0OHfuXKl3odi+fTt0Op3x+Q8//IB3330X27Ztg6+vr+oxsjkmIiIiIrMpKCjAiRMnjM/T09ORkpICDw8PhIWFYdCgQRg8eDDmzZuHyMhInD9/HomJiYiIiECvXr3QqFEjk+3t3r0bNjY2aNq0aaXEz+aYiIiIiMxm9+7d6NKli/H5uHHjAAAxMTGIi4tDbGwsZs6ciddeew2nT59GnTp10LZtWzz66KOWCtmEIiJi6SCIiIiIiKwBb+VGRERERGTA5piIiIiIyIDNMRERERGRAZtjIiIiIiIDNsdERERERAZsjomIiIiIDNgcExEREREZsDkmIiIiIjJgc0xEREREZMCvj6Yy0ev1yMrKgouLCxRFsXQ4REREVEOJCPLz8+Hj4wMbG/Of52VzTGWSlZUFf39/S4dBREREBADIzMyEn5+f2bfL5pjKxMXFBcDNH0RXV1cLR0NEREQ1VV5eHvz9/Y29ibmxOaYyuXUphaurK5tjIiIisji1LvPkB/KIiIiIiAzYHBMRERERGbA5JiIiIiIyYHNMRERERGTA5piIiIiIyIB3qyCLu3D1AhYfWow/sv+Ah4MHngx7EtGB0ZYOi4iIiMrh0uXr2LpjP2w0NujQphlcHewsHVKFsDm2InFxcRg7dixycnIsHUqlyS3MxXM/PYfM/Ezj2NasrRh7/1gMazbMgpERERFRWW349jt4fvw2Qs8XARCk1XNAwYS56NjzEUuHVm68rIIs6rtj35k0xrd8ceALXC66bIGIiIiIqDyysrLhM/sNaM8XGUYUOJwpRJ23xuBSTr5FY6sINseV5Pr165YOwSrtO7+vxPHLRZeRlpNWydEQERFReWV8MgtytYQv5CgAjn02t/IDukdsjlXSuXNnjBo1CmPHjkWdOnXQrVs3fPDBB2jWrBlq1aoFf39/vPzyyygoKCh1G9OmTUOLFi3w2Wefwd/fH05OThgwYAByc3ONc4YMGYK+ffvi/fffh7e3Nzw9PTFy5EgUFRUZ5xQWFmL8+PHw9fVFrVq10KZNGyQlJamZfpl51/IucdxGsYGXk1clR0NERETl5fB3VqnL7M9lVGIk5sHmWEWLFy+GVqvF1q1b8Z///Ac2Njb46KOPcOjQISxevBgbNmzAhAkT7riNEydO4Ntvv8X//vc/rF+/Hnv37sXLL79sMmfjxo1IS0vDxo0bsXjxYsTFxSEuLs64fNSoUdi+fTsSEhKwf/9+9O/fH927d8fx48dL3W9hYSHy8vJMHmoYED4AWhttsfGuAV1Rr1Y9VfZJRERE5uPRvmOpy+p1qXrXHCsiIpYOojrq3Lkz8vLysGfPnlLnfPfddxgxYgT+/vtvAMU/kDdt2jTMnDkTf/75J3x9fQEA69evR69evXD69GnUq1cPQ4YMQVJSEtLS0qDRaAAAAwYMgI2NDRISEpCRkYGQkBBkZGTAx8fHuO/o6Gi0bt0a77zzTomxTZs2DdOnTy82npubC1dX1wq9JqXZenor3tv1HtJy06C10aJHcA/8u82/4WTnZNb9EBERkfmJXo/jj0RC95fpJaSaUGeE/bjL7PvLy8uDm5ubKj0JwLtVqKply5Ymz3/77TfMnj0bR48eRV5eHm7cuIFr167hypUrcHIquREMCAgwNsYAEBUVBb1ej9TUVNSrd/PMapMmTYyNMQB4e3vjwIEDAIADBw5Ap9MhLCzMZLuFhYXw9PQsNfbJkydj3Lhxxud5eXnw9/cvY+bl0963Pdr7tsffV/+Gk60Tm2IiIqIqRLGxQf1VSfjr7VEo/CMFsFHg2OEB+L650NKhVQibYxXVqlXL+P+nTp3Co48+ipdeegmzZs2Ch4cHtmzZgmHDhuH69eulNsdlYWdneh9BRVGg1+sBAAUFBdBoNEhOTjZpoAHA2dm51G3a29vD3t6+wjFVRB3HOpW6PyIiIjIPG5faCHhvmaXDMAs2x5UkOTkZer0e8+bNg43NzUu9v/3227uul5GRgaysLOMlEX/88QdsbGwQHh5epv1GRkZCp9Ph3Llz6Nix9GuCiIiIiIgfyKs09evXR1FRET7++GOcPHkSS5cuxX/+85+7rufg4ICYmBjs27cPv//+O0aPHo0BAwYYL6m4m7CwMAwaNAiDBw/GypUrkZ6ejp07d2L27Nn48ccf7zUtIiIiomqFzXElad68OT744AO8++67aNq0KZYtW4bZs2ffdb369evj8ccfR8+ePfHII48gIiICixYtKte+Y2NjMXjwYLz22msIDw9H3759sWvXLgQEBFQ0HSIiIqJqiXersGLTpk3D6tWrkZKSYulQVP9kKBEREVFZqN2T8MwxEREREZEBm2MiIiIiIgNeVkFlwssqiIiIyBrwsgoiIiIiokrC5piIiIiIyIBfAkJlcuvqm7y8PAtHQkRERDXZrV5ErSuD2RxTmeTn5wMA/P39LRwJERER0c3exM3Nzezb5QfyqEz0ej2ysrLg4uICRVEsHQ7y8vLg7++PzMzMGvcBwZqaO/OuWXkDNTf3mpo3UHNzZ97ly1tEkJ+fDx8fH9jYmP8KYZ45pjKxsbGBn5+fpcMoxtXVtUb9Ivmnmpo78655amruNTVvoObmzrzLTo0zxrfwA3lERERERAZsjomIiIiIDNgcU5Vkb2+PqVOnwt7e3tKhVLqamjvzrll5AzU395qaN1Bzc2fe1pU3P5BHRERERGTAM8dERERERAZsjomIiIiIDNgcExEREREZsDkmIiIiIjJgc0yVSqfT4c0330RwcDAcHR0RGhqKGTNm3PH70VeuXImHH34YdevWhaurK6KiovDzzz8Xm7dw4UIEBQXBwcEBbdq0wc6dO02WX7t2DSNHjoSnpyecnZ3xxBNP4OzZs2bPsTRq5T579mw88MADcHFxgZeXF/r27YvU1FSTOZ07d4aiKCaPESNGqJLn7dTKe9q0acVyatiwocmc6lrzoKCgYrkrioKRI0ca51S1mm/ZsgXt27eHp6cnHB0d0bBhQ8yfP7/YvOp4nJcl9+p4nJclb2s/ztXK29qPcaBiuf/T1q1bYWtrixYtWhRbZvHjXIgq0axZs8TT01PWrl0r6enpsmLFCnF2dpYFCxaUus6YMWPk3XfflZ07d8qxY8dk8uTJYmdnJ3v27DHOSUhIEK1WK19//bUcOnRIhg8fLu7u7nL27FnjnBEjRoi/v78kJibK7t27pW3bttKuXTtV8/0ntXLv1q2bxMbGysGDByUlJUV69uwpAQEBUlBQYJzTqVMnGT58uGRnZxsfubm5quZ7i1p5T506VZo0aWKS0/nz5022U11rfu7cOZO8f/31VwEgGzduNM6pajXfs2ePLF++XA4ePCjp6emydOlScXJyks8++8w4p7oe52XJvToe52XJ29qPc7XytvZjXKRiud9y6dIlCQkJkUceeUSaN29usswajnM2x1SpevXqJUOHDjUZe/zxx2XQoEHl2k7jxo1l+vTpxuetW7eWkSNHGp/rdDrx8fGR2bNni4hITk6O2NnZyYoVK4xzjhw5IgBk+/btFUml3NTK/Xbnzp0TALJp0ybjWKdOnWTMmDHl2o+5qJX31KlTi/1S/aeaVPMxY8ZIaGio6PV641h1qHm/fv3k2WefNT6vScf57bnfrroe57fnbe3HeWXV29qOcZF7y33gwIHyxhtvlFhfazjOeVkFVap27dohMTERx44dAwDs27cPW7ZsQY8ePcq8Db1ej/z8fHh4eAAArl+/juTkZERHRxvn2NjYIDo6Gtu3bwcAJCcno6ioyGROw4YNERAQYJyjNjVyL0lubi4AFJuzbNky1KlTB02bNsXkyZNx5cqVCmRRfmrmffz4cfj4+CAkJASDBg1CRkaGcVlNqfn169fxzTffYOjQoVAUxWRZVa753r17sW3bNnTq1AlAzTrOb8+9JNXxOC8tb2s+ziuj3tZ4jAMVzz02NhYnT57E1KlTiy2zmuPcLC02URnpdDqZOHGiKIoitra2oiiKvPPOO+Xaxrvvviu1a9c2/onl9OnTAkC2bdtmMu/111+X1q1bi4jIsmXLRKvVFtvWAw88IBMmTKhgNuWjRu4l7aNXr17Svn17k/HPPvtM1q9fL/v375dvvvlGfH19pV+/fhXOpTzUynvdunXy7bffyr59+2T9+vUSFRUlAQEBkpeXJyI1p+b//e9/RaPRyOnTp03Gq2rNfX19RavVio2Njbz99tvG8ZpwnJeWe0n7qE7H+Z3ytvbjvDLqbY3HuEjFcj927Jh4eXlJamqqiBT/y4C1HOdsjqlSxcfHi5+fn8THx8v+/ftlyZIl4uHhIXFxcWVaf9myZeLk5CS//vqrccxaDqa7USP3240YMUICAwMlMzPzjttKTEwUAHLixIly5VARlZG3yM1r2FxdXeXLL780rlcTav7II4/Io48+etdtVZWanzx5Uvbv3y+ff/65eHh4yPLly0WkZhznpeV+u+p2nJc1bxHrO84rI29rPMZFyp/7jRs3pFWrVvLpp58ax9gcE4mIn5+ffPLJJyZjM2bMkPDw8LuuGx8fL46OjrJ27VqT8cLCQtFoNLJq1SqT8cGDB8tjjz0mIv//S+PSpUsmcwICAuSDDz4ofyIVoEbu/zRy5Ejx8/OTkydP3nV7BQUFAkDWr19/98Dvkdp5/1OrVq1k0qRJIlIzan7q1CmxsbGR1atX33V7VaXmt68TFhYmIjXjOL99nVu5/1N1PM5vX6ekvP/Jmo5ztfO21mNcpPy5X7p0SQCIRqMxPhRFMY4lJiZazXHOa46pUl25cgU2NqY/dhqNBnq9/o7rxcfH4/nnn0d8fDx69eplskyr1aJly5ZITEw0jun1eiQmJiIqKgoA0LJlS9jZ2ZnMSU1NRUZGhnGO2tTIHQBEBKNGjcKqVauwYcMGBAcH3zWWlJQUAIC3t3fZE6ggtfK+XUFBAdLS0ow5Veea3xIbGwsvL68yvT5Voea30+v1KCwsBFD9j/Pb/TN3oPoe57e7Pe/bWdtxrnbe1nqMA+XP3dXVFQcOHEBKSorxMWLECISHhyMlJQVt2rSxnuPcLC02URnFxMSIr6+v8dYvK1eulDp16pj8KWTSpEny3HPPGZ8vW7ZMbG1tZeHChSa3rMnJyTHOSUhIEHt7e4mLi5PDhw/Liy++KO7u7nLmzBnjnBEjRkhAQIBs2LBBdu/eLVFRURIVFVU5iYt6ub/00kvi5uYmSUlJJnOuXLkiIiInTpyQt99+W3bv3i3p6enyww8/SEhIiDz44INVOu/XXntNkpKSJD09XbZu3SrR0dFSp04dOXfunHFOda25yM3r/QICAmTixInF9lsVa/7JJ5/ImjVr5NixY3Ls2DH58ssvxcXFRaZMmWKcU12P87LkXh2P87Lkbe3HuVp5i1j3MS5SsdxvV9LdKqzhOGdzTJUqLy9PxowZIwEBAeLg4CAhISEyZcoUKSwsNM6JiYmRTp06GZ936tRJABR7xMTEmGz7448/loCAANFqtdK6dWv5448/TJZfvXpVXn75Zaldu7Y4OTlJv379JDs7W810TaiVe0nLAUhsbKyIiGRkZMiDDz4oHh4eYm9vL/Xr15fXX3+90u6HqVbeAwcOFG9vb9FqteLr6ysDBw4sdq1dda25iMjPP/8sAIwfbPmnqljzjz76SJo0aSJOTk7i6uoqkZGRsmjRItHpdCbbro7HeVlyr47HeVnytvbjXM2fdWs+xkUqlvvtSrtVn6WPc0WkjF9lQkRERERUzfGaYyIiIiIiAzbHREREREQGbI6JiIiIiAzYHBMRERERGbA5JiIiIiIyYHNMRERERGTA5piIiIiIyIDNMRERERHd0ebNm9G7d2/4+PhAURSsXr1a1f3Nnj0bDzzwAFxcXODl5YW+ffsiNTVV1X3ewuaYiIiIiO7o8uXLaN68ORYuXFgp+9u0aRNGjhyJP/74A7/++iuKiorwyCOP4PLly6rvm9+QR0RERERlpigKVq1ahb59+xrHCgsLMWXKFMTHxyMnJwdNmzbFu+++i86dO5tln+fPn4eXlxc2bdqEBx980CzbLA3PHBMRERHRPRk1ahS2b9+OhIQE7N+/H/3790f37t1x/Phxs2w/NzcXAODh4WGW7d0JzxwTERERUZndfuY4IyMDISEhyMjIgI+Pj3FedHQ0WrdujXfeeeee9qfX6/HYY48hJycHW7ZsuadtlQXPHBMRERFRhR04cAA6nQ5hYWFwdnY2PjZt2oS0tDQAwNGjR6Eoyh0fkyZNKnH7I0eOxMGDB5GQkFAp+dhWyl6IiIiIqFoqKCiARqNBcnIyNBqNyTJnZ2cAQEhICI4cOXLH7Xh6ehYbGzVqFNauXYvNmzfDz8/PfEHfAZtjIiIiIqqwyMhI6HQ6nDt3Dh07dixxjlarRcOGDcu8TRHBK6+8glWrViEpKQnBwcHmCveu2BwTERER0R0VFBTgxIkTxufp6elISUmBh4cHwsLCMGjQIAwePBjz5s1DZGQkzp8/j8TERERERKBXr17l3t/IkSOxfPly/PDDD3BxccGZM2cAAG5ubnB0dDRbXiXhB/KIiIiI6I6SkpLQpUuXYuMxMTGIi4tDUVERZs6ciSVLluD06dOoU6cO2rZti+nTp6NZs2bl3p+iKCWOx8bGYsiQIeXeXrn2zeaYiIiIiOgm3q2CiIiIiMiAzTERERERkQGbYyIiIiIiAzbHREREREQGbI6JiIiIiAzYHBMRERERGbA5JiIiIiIyYHNMRERERGTA5piIiIiIyMDW0gFQ1aDX65GVlQUXF5dSv9KRiIiISG0igvz8fPj4+MDGxvznedkcU5lkZWXB39/f0mEQERERAQAyMzPh5+dn9u2yOaYycXFxAXDzB9HV1dXC0RAREVFNlZeXB39/f2NvYm5sjqlMbl1K4erqyuaYiIiILE6tyzz5gTwiIiIiIgM2x0REREREBmyOiYiIiIgM2BwTERERERmwOSarkH+tCJuPncfB07mWDoWIiIgqQESQejEVJy6dsHQo94R3qyCLi9uajrk/p+LKdR0AIMLPDf95tiV83B0tHBkRERGVxb7z+/DGljdwKu8UAKC+e33M6TgH4R7hlg2sAqrsmeOkpCQoioKcnBxLh1IuQUFB+PDDD8s098yZM3j44YdRq1YtuLu7qxqXpexMv4hp/ztsbIwBYP9fuXglfq8FoyIiIqKyyr+ej5d+e8nYGAPAiZwTGPHbCBTqCi0XWAVV2eZYTXFxcVbRjM6fPx/Z2dlISUnBsWPHLB2OKlbszgQA2OM6WiqpCFGyAADJf17CyfMFlgyNiIiIymD9qfXIv55fbPzvq39jY+ZGC0R0b3hZhRVLS0tDy5Yt0aBBg1LnFBUVwc7OrhKjMq+8a0UYoNmIiUXxsPv7BjT2ehysE4xRRaORf+2GpcMjIiKiu8i5llPqskvXLlVeIGZi1WeOCwsLMXr0aHh5ecHBwQEdOnTArl27TOYkJyejVatWcHJyQrt27ZCamlqmbe/btw9dunSBi4sLXF1d0bJlS+zevRtJSUl4/vnnkZubC0VRoCgKpk2bZoxn/Pjx8PX1Ra1atdCmTRskJSWZbHfLli3o2LEjHB0d4e/vj9GjR+Py5cvlzj0oKAjff/89lixZAkVRMGTIEAA3vw3m008/xWOPPYZatWph1qxZ0Ol0GDZsGIKDg+Ho6Ijw8HAsWLCg2Da//vprNGnSBPb29vD29saoUaPKHZe5PV43G+NTE3BurQtOb/NAxsY6qLP+Ev5T9DEa+/Cb+IiIiKzdA/UeKHVZm3ptKjES87Dq5njChAn4/vvvsXjxYuzZswf169dHt27dcPHiReOcKVOmYN68edi9ezdsbW0xdOjQMm170KBB8PPzw65du5CcnIxJkybBzs4O7dq1w4cffghXV1dkZ2cjOzsb48ePBwCMGjUK27dvR0JCAvbv34/+/fuje/fuOH78OICbZ3q7d++OJ554Avv378d///tfbNmypUJN6K5du9C9e3cMGDAA2dnZJs3utGnT0K9fPxw4cABDhw6FXq+Hn58fVqxYgcOHD+Ott97Cv//9b3z77bfGdT799FOMHDkSL774Ig4cOIA1a9agfv36pe6/sLAQeXl5Jg81RB1YjgsHXQD9/38F5PV8W3hs+xt2Oemq7JOIiIjMp4VXC/QK6VVsfGD4QIS4h1ggonskVqqgoEDs7Oxk2bJlxrHr16+Lj4+PzJ07VzZu3CgA5LfffjMu//HHHwWAXL169a7bd3Fxkbi4uBKXxcbGipubm8nYn3/+KRqNRk6fPm0y3rVrV5k8ebKIiAwbNkxefPFFk+W///672NjYGGMKDAyU+fPn3zU+EZE+ffpITEyMyRgAGTt27F3XHTlypDzxxBPG5z4+PjJlypQy7VdEZOrUqQKg2CM3N7fM2yiL0/3byeHwhiU+rm35waz7IiIiInXo9DpZd3KdvLrxVXkt6TX59dSvqu0rNzdXlZ7kFqu95jgtLQ1FRUVo3769cczOzg6tW7fGkSNH8MADN0/hR0REGJd7e3sDAM6dO4eAgIA7bn/cuHF44YUXsHTpUkRHR6N///4IDQ0tdf6BAweg0+kQFhZmMl5YWAhPT08ANy/V2L9/P5YtW2ZcLiLQ6/VIT09Ho0aNypj9nbVq1arY2MKFC/H1118jIyMDV69exfXr19GiRQsAN1+PrKwsdO3atcz7mDx5MsaNG2d8npeXB39//3uO/XZ6e08AF0teVsv8+yMiIiLzs1Fs0CO4B3oE97B0KPfMapvjsvrnh9EU5eaf5vV6/V3XmzZtGp555hn8+OOP+OmnnzB16lQkJCSgX79+Jc4vKCiARqNBcnIyNBqNyTJnZ2fjnH/9618YPXp0sfXv1qyXR61atUyeJyQkYPz48Zg3bx6ioqLg4uKC9957Dzt27AAAODqW/37B9vb2sLe3N0u8d+Lc51nk75pabNzW0xUOzSJKWIOIiIhIPVbbHIeGhkKr1WLr1q0IDAwEcPPODLt27fq/9u47LMpjbQP4vXSkF+kIiCBKRFDsDRXbMbZ8sQW7KSdqIrajiTHWxBJbTIwmxlgS1ERjO4mxEbF3xUoQsaAUUZSugLvz/eGyx5UiC1so9++69rp8552d95mZXXgcZt9FeHi4Wq7h6+sLX19fTJgwAYMHD8a6devQr18/GBkZQSqVKtUNCgqCVCpFamoq2rVrV2x7TZo0wfXr10vdy6sJx48fR+vWrTFmzBhFWXx8vOLfFhYW8PT0RGRkJDp27KjV2F7Hqu9byDpwENmHjyrKJEaGcJ7/FSSv/CeEiIiISNMqbXJsZmaGDz/8EFOmTIGtrS3q1KmDRYsWITc3F6NHj8alS5fK3fbTp08xZcoUvP322/Dy8sL9+/dx9uxZ/N///R+AF3eKyM7ORmRkJBo3boxatWrB19cXYWFhGDZsGJYsWYKgoCA8fPgQkZGRCAgIQM+ePTF16lS0bNkS48aNw7vvvgszMzNcv34dBw4cwLfffquuoSnCx8cHGzduxL59++Dl5YWff/4ZZ8+ehZeXl6LOrFmz8O9//xsODg7o0aMHsrKycPz4cXz00Ucai6ssJAYGcFu1GtmHDyP31Cno29jAqk8fGMq3yBARERFpU6VNjgFgwYIFkMlkGDp0KLKyshAcHIx9+/bBxsamQu3q6+sjLS0Nw4YNw4MHD2Bvb4+33noLs2fPBgC0bt0a//73vzFw4ECkpaVh5syZmDVrFtatW4d58+Zh0qRJSExMhL29PVq2bIk333wTwIv9z4cPH8b06dPRrl07CCHg7e2NgQMHVngsSvPBBx/g4sWLGDhwICQSCQYPHowxY8bgr7/+UtQZPnw4nj17hmXLlmHy5Mmwt7fH22+/rdG4ykqipweLjh1hUclWtYmIiKjmkQghhK6DoMovMzMTVlZWyMjIgKUl7z9MREREuqHpnKRS3+eYiIiIiEibqm1y7O/vD3Nz82IfL99qTVciIiJKjM/f31/X4RERERHVSJV6z3FF7NmzBwUFBcWec3R01HI0RfXu3RstWhT/lYov356OiIiIiLSn2ibHhbd/q6wsLCxgYWGh6zCIiIiI6CXVdlsFEREREZGqqu3KMalX4U1NMjMzdRwJERER1WSFuYimbrjG5JjKJCsrCwDg7u6u40iIiIiIXuQmVlZWam+X9zmmMpHJZEhKSoKFhQUkEomuw6nWMjMz4e7ujnv37vGe0pUA56Py4FxULpyPyqUmzYcQAllZWXBxcYGenvp3CHPlmMpET08Pbm5uug6jRrG0tKz2P+CqEs5H5cG5qFw4H5VLTZkPTawYF+IH8oiIiIiI5JgcExERERHJMTkmqmSMjY0xc+ZMGBsb6zoUAuejMuFcVC6cj8qF86E+/EAeEREREZEcV46JiIiIiOSYHBMRERERyTE5JiIiIiKSY3JMRERERCTH5JhIQ2bNmgWJRKL08PPzK7H+mjVr0K5dO9jY2MDGxgahoaE4c+aMUh0hBD7//HM4OzvD1NQUoaGhiIuL03RXqgV1z0dBQQGmTp2KRo0awczMDC4uLhg2bBiSkpK00Z0qTxPvj5f9+9//hkQiwfLlyzUQffWjqfmIiYlB7969YWVlBTMzMzRr1gwJCQma7Eq1oIn5yM7Oxrhx4+Dm5gZTU1M0bNgQq1ev1nRXqiQmx0Qa5O/vj+TkZMXj2LFjJdaNiorC4MGDcejQIZw8eRLu7u7o2rUrEhMTFXUWLVqEFStWYPXq1Th9+jTMzMzQrVs3PHv2TBvdqfLUOR+5ubm4cOECZsyYgQsXLmD79u2IjY1F7969tdWdKk/d749CO3bswKlTp+Di4qLJ8Ksddc9HfHw82rZtCz8/P0RFReHy5cuYMWMGTExMtNGdKk/d8zFx4kTs3bsXv/zyC2JiYhAeHo5x48Zh9+7d2uhO1SKISCNmzpwpGjduXO7nP3/+XFhYWIgNGzYIIYSQyWTCyclJfPXVV4o66enpwtjYWGzevLmi4VZ76p6P4pw5c0YAEHfv3i33dWoKTc3H/fv3haurq7h69arw8PAQy5Ytq1igNYQm5mPgwIFiyJAhaoiu5tHEfPj7+4s5c+Yo1WvSpImYPn16ua9TXXHlmEiD4uLi4OLigrp16yIsLEylPyfm5uaioKAAtra2AIDbt28jJSUFoaGhijpWVlZo0aIFTp48qfbYqyN1zkdxMjIyIJFIYG1trYZoqz91z4dMJsPQoUMxZcoU+Pv7ayLkak2d8yGTyfDnn3/C19cX3bp1g4ODA1q0aIGdO3dqKPrqR93vj9atW2P37t1ITEyEEAKHDh3CjRs30LVrV02EX6UxOSbSkBYtWmD9+vXYu3cvVq1ahdu3b6Ndu3bIysoq0/OnTp0KFxcXRTKckpICAHB0dFSq5+joqDhHJVP3fLzq2bNnmDp1KgYPHgxLS0t1hl4taWI+Fi5cCAMDA3z88ceaCrvaUvd8pKamIjs7GwsWLED37t2xf/9+9OvXD2+99RYOHz6sya5UC5p4f3zzzTdo2LAh3NzcYGRkhO7du2PlypVo3769prpRdel66Zqopnjy5ImwtLQUP/7442vrzp8/X9jY2IhLly4pyo4fPy4AiKSkJKW6/fv3FwMGDFB7vNVdRefjZfn5+aJXr14iKChIZGRkqDvUGqGi83Hu3Dnh6OgoEhMTFWXcVlF+FZ2PxMREAUAMHjxYqW6vXr3EoEGD1B5vdaeOn1dfffWV8PX1Fbt37xaXLl0S33zzjTA3NxcHDhzQVNhVFleOibTE2toavr6+uHnzZqn1Fi9ejAULFmD//v0ICAhQlDs5OQEAHjx4oFT/wYMHinNUdhWdj0IFBQUYMGAA7t69iwMHDnDVuJwqOh9Hjx5Famoq6tSpAwMDAxgYGODu3buYNGkSPD09NRx99VPR+bC3t4eBgQEaNmyoVL9Bgwa8W0U5VHQ+nj59ik8//RRLly5Fr169EBAQgHHjxmHgwIFYvHixpsOvcpgcE2lJdnY24uPj4ezsXGKdRYsWYe7cudi7dy+Cg4OVznl5ecHJyQmRkZGKsszMTJw+fRqtWrXSWNzVVUXnA/hfYhwXF4eDBw/Czs5OkyFXaxWdj6FDh+Ly5cuIjo5WPFxcXDBlyhTs27dP0+FXOxWdDyMjIzRr1gyxsbFK5Tdu3ICHh4dGYq7OKjofBQUFKCgogJ6ectqnr68PmUymkZirNF0vXRNVV5MmTRJRUVHi9u3b4vjx4yI0NFTY29uL1NRUIYQQQ4cOFdOmTVPUX7BggTAyMhLbtm0TycnJikdWVpZSHWtra7Fr1y5x+fJl0adPH+Hl5SWePn2q9f5VNeqej/z8fNG7d2/h5uYmoqOjlerk5eXppI9ViSbeH6/itoqy08R8bN++XRgaGooffvhBxMXFiW+++Ubo6+uLo0ePar1/VY0m5qNDhw7C399fHDp0SNy6dUusW7dOmJiYiO+++07r/avsmBwTacjAgQOFs7OzMDIyEq6urmLgwIHi5s2bivMdOnQQw4cPVxx7eHgIAEUeM2fOVNSRyWRixowZwtHRURgbG4vOnTuL2NhYLfaq6lL3fNy+fbvY8wDEoUOHtNu5KkgT749XMTkuO03Nx9q1a0W9evWEiYmJaNy4sdi5c6eWelS1aWI+kpOTxYgRI4SLi4swMTER9evXF0uWLBEymUyLPasaJEIIoYUFaiIiIiKiSo97jomIiIiI5JgcExERERHJMTkmIiIiIpJjckxEREREJMfkmIiIiIhIjskxEREREZEck2MiIiIiIjkmx0RERERUqiNHjqBXr15wcXGBRCLBzp07q9X1XsbkmIiIiIhKlZOTg8aNG2PlypXV8novM9D6FYmIiIioSunRowd69OhR4vm8vDxMnz4dmzdvRnp6Ot544w0sXLgQISEhGrmeJnHlmIiIiIgqZNy4cTh58iS2bNmCy5cvo3///ujevTvi4uJ0HZrKmBwTERERUbklJCRg3bp12Lp1K9q1awdvb29MnjwZbdu2xbp163QdnsqYHBMRERFRuV25cgVSqRS+vr4wNzdXPA4fPoz4+HgAwD///AOJRFLqY9q0aTruyQvcc0xERERE5ZadnQ19fX2cP38e+vr6SufMzc0BAHXr1kVMTEyp7djZ2WksRlUwOSYiIiKicgsKCoJUKkVqairatWtXbB0jIyP4+flpObLyYXJMRERERKXKzs7GzZs3Fce3b99GdHQ0bG1t4evri7CwMAwbNgxLlixBUFAQHj58iMjISAQEBKBnz55qvV6dOnXU0qeSSIQQQqNXICIiIqIqLSoqCh07dixSPnz4cKxfvx4FBQWYN28eNm7ciMTERNjb26Nly5aYPXs2GjVqpPbraRKTYyIiIiIiOd6tgoiIiIhIjskxEREREZEck2MiIiIiIjkmx0REREREckyOiYiIiIjkmBwTEREREckxOSYiIiIikmNyTEREREQkx+SYiIiIiEjOQNcBUNUgk8mQlJQECwsLSCQSXYdDRERENZQQAllZWXBxcYGenvrXeZkcU5kkJSXB3d1d12EQERERAQDu3bsHNzc3tbfL5JjKxMLCAsCLF6KlpaWOoyEiIqKaKjMzE+7u7orcRN2YHFOZFG6lsLS0ZHJMREREOqepbZ78QB4RERERkRyTYyIiIiIiOSbHRERERERyTI6JiIiIiOSYHBMRERERyTE5JiIiIiKSY3JcCiEE3n//fdja2kIikcDa2hrh4eFau3779u2xadMmtba5d+9eBAYGQiaTqbVdIiIiIjzLAJ5l6jqKCmFyXIq9e/di/fr1+OOPP5CcnIwbN25g7ty5Wrn27t278eDBAwwaNEhR9sMPPyAkJASWlpaQSCRIT08v8rzevXujTp06MDExgbOzM4YOHYqkpCTF+e7du8PQ0BARERHa6EaZ5UvzceXhFdzLuqfrUIiIiEhVafF4trArUt/xx8Mh/shb1gtIr5q/05kclyI+Ph7Ozs5o3bo1nJyc4ODgoLFvY3nVihUrMHLkSKXvDM/NzUX37t3x6aeflvi8jh074rfffkNsbCx+//13xMfH4+2331aqM2LECKxYsUJjsatqd/xuhG4NxTt73sG/tv8L7+1/D2lP03QdFhEREZVFwVM8/PhN3F53D2nXLfDoqjlufX8TaZN6AtLnuo5OZUyOSzBixAh89NFHSEhIgEQigaenJ0JCQpS2VXh6emLevHkYNmwYzM3N4eHhgd27d+Phw4fo06cPzM3NERAQgHPnzimes379elhbW2Pnzp3w8fGBiYkJunXrhnv3/ve/q4cPH+Lvv/9Gr169lGIKDw/HtGnT0LJlyxLjnjBhAlq2bAkPDw+0bt0a06ZNw6lTp1BQUKCo06tXL5w7dw7x8fEltpOXl4fMzEylhyZceXgFM47PwJO8J4qyU8mnMPXoVI1cj4iIiNQrb/+PeHS+aHnqiXwUnNqq/YAqiMlxCb7++mvMmTMHbm5uSE5OxtmzZ4utt2zZMrRp0wYXL15Ez549MXToUAwbNgxDhgzBhQsX4O3tjWHDhkEIoXhObm4uvvjiC2zcuBHHjx9Henq60vaJY8eOoVatWmjQoEGF+vD48WNERESgdevWMDQ0VJTXqVMHjo6OOHr0aInPnT9/PqysrBQPd3f3CsVSkt/jfodMFN3/fDr5NLdYEBERVQFZx88Uf0JIkH3kmHaDUQMmxyWwsrKChYUF9PX14eTkhNq1axdb71//+hc++OAD+Pj44PPPP0dmZiaaNWuG/v37w9fXF1OnTkVMTAwePHigeE5BQQG+/fZbtGrVCk2bNsWGDRtw4sQJnDnz4sV19+5dODo6Km2pUMXUqVNhZmYGOzs7JCQkYNeuXUXquLi44O7duyW28cknnyAjI0PxeHllW52ePHtSrnNERERUOWSbuZZ4LtfaU3uBqAmT4woKCAhQ/NvR0REA0KhRoyJlqampijIDAwM0a9ZMcezn5wdra2vExMQAAJ4+fQoTE5NyxzRlyhRcvHgR+/fvh76+fpGVawAwNTVFbm5uiW0YGxvD0tJS6aEJLZxbFFtubWwNP1s/jVyTiIiI1OfQG29BFJNRyvQlOOr3pvYDqiAmxxX08nYFiURSYpkqt06zt7fHkyflXzW1t7eHr68vunTpgi1btmDPnj04deqUUp3Hjx+XuBquTf18+sHfzl+pTAIJJjadCCN9Ix1FRURERGUltbXH4qaD8Fz/f2llvqEB5jQbDj1zcx1GVj4Gug6gJnr+/DnOnTuH5s2bAwBiY2ORnp6u2GMcFBSElJQUPHnyBDY2NhW6VmFSnpeXpyh79uwZ4uPjERQUVKG21cHUwBQ/dfsJO2/uxOnk07AxscFbPm8hoHbA659MREREOvevRs5Y4N4MpxzeQNPUfyCDHs451ofE1BTf+zvqOjyVMTnWAUNDQ3z00UdYsWIFDAwMMG7cOLRs2VKRLAcFBcHe3h7Hjx/Hm2/+788RKSkpSElJwc2bNwEAV65cgYWFBerUqQNbW1ucPn0aZ8+eRdu2bWFjY4P4+HjMmDED3t7eaNWqlaKdU6dOwdjYWKlMl2oZ1sI7Dd7BOw3e0XUoREREpCIXa1Ms+L8AfLrjCo66BgIATA31sWxgY1jXqnp/BWZyrAO1atXC1KlT8c477yAxMRHt2rXD2rVrFef19fUxcuRIREREKCXHq1evxuzZsxXH7du3BwCsW7cOI0aMQK1atbB9+3bMnDkTOTk5cHZ2Rvfu3fHZZ5/B2NhY8bzNmzcjLCwMtWrV0kJviYiIqLp7u6kbOvk54GDMA+hLJAht4AirWoavf2IlJBGvflKLNGr9+vUIDw8v9tvtXpaSkgJ/f39cuHABHh4earv+o0ePUL9+fZw7dw5eXl5lfl5mZiasrKyQkZGhsQ/nEREREb2OpnMSfiCvknJycsLatWuRkJCg1nbv3LmD7777TqXEmIiIiKim4LaKSqxv375qbzM4OBjBwcFqb5eIiIioOuDKsZaNGDHitVsqiIiIiEg3mBwTEREREckxOSYiIiIikuOeYyqTwpuaZGZm6jgSIiIiqskKcxFN3XCNyTGVSVZWFgDA3d1dx5EQERERvchNrKys1N4u73NMZSKTyZCUlAQLCwtIJBJFeWZmJtzd3XHv3r0ad//jmtp39rtm9RuouX2vqf0Gam7f2e+q0W8hBLKysuDi4gI9PfXvEObKMZWJnp4e3NzcSjxvaWlZJd5QmlBT+85+1zw1te81td9Aze07+135aWLFuBA/kEdEREREJMfkmIiIiIhIjskxVYixsTFmzpwJY2NjXYeidTW17+x3zeo3UHP7XlP7DdTcvrPfNavfJeEH8oiIiIiI5LhyTEREREQkx+SYiIiIiEiOyTERERERkRyTYyIiIiIiOSbHpDBr1ixIJBKlh5+fX4n1t2/fjuDgYFhbW8PMzAyBgYH4+eefleoIIfD555/D2dkZpqamCA0NRVxcnKa7ohJN9HvEiBFF2uzevbumu6IyVfv+si1btkAikaBv375K5dVxzl9WUr+r65yvX7++SH0TExOlOtVxzsvS76ow5+V5raenp2Ps2LFwdnaGsbExfH19sWfPHqU6K1euhKenJ0xMTNCiRQucOXNGk90oF030vSI/O7RF1RhDQkKK1JdIJOjZs6eiTlV4j6sTvyGPlPj7++PgwYOKYwODkl8itra2mD59Ovz8/GBkZIQ//vgDI0eOhIODA7p16wYAWLRoEVasWIENGzbAy8sLM2bMQLdu3XD9+vUiv2h0Sd39BoDu3btj3bp1iuPKeoscVfpe6M6dO5g8eTLatWtX5Fx1nPNCpfUbqL5zbmlpidjYWMXxy18hD1TfOX9dv4GqMeeq9Ds/Px9dunSBg4MDtm3bBldXV9y9exfW1taKOr/++ismTpyI1atXo0WLFli+fDm6deuG2NhYODg4aLIrKlN331VtU1dUiXH79u3Iz89XHKelpaFx48bo37+/oqyqvMfVpfLNKOmUgYEBnJycylQ3JCRE6Xj8+PHYsGEDjh07hm7dukEIgeXLl+Ozzz5Dnz59AAAbN26Eo6Mjdu7ciUGDBqk7/HJTZ78LGRsbl7lNXVKl7wAglUoRFhaG2bNn4+jRo0hPT1ecq65zDpTe70LVdc4lEkmJ9avznJfW70JVYc5V6fdPP/2Ex48f48SJEzA0NAQAeHp6KtVZunQp3nvvPYwcORIAsHr1avz555/46aefMG3aNLXGXlHq7ruqbeqKKjHa2toqHW/ZsgW1atVSJMdV6T2uLtxWQUri4uLg4uKCunXrIiwsDAkJCWV6nhACkZGRiI2NRfv27QEAt2/fRkpKCkJDQxX1rKys0KJFC5w8eVIj8ZeXOvtdKCoqCg4ODqhfvz4+/PBDpKWlaSL0ClO173PmzIGDgwNGjx5d5Fx1nvPS+l2ous55dnY2PDw84O7ujj59+uDatWuKc9V5zkvrd6GqMOeq9Hv37t1o1aoVxo4dC0dHR7zxxhv48ssvIZVKAbxYXT1//rzSfOvp6SE0NLTSzTeg3r6Xp01dqUiMa9euxaBBg2BmZgagar3H1YXJMSm0aNEC69evx969e7Fq1Srcvn0b7dq1Q1ZWVonPycjIgLm5OYyMjNCzZ09888036NKlCwAgJSUFAODo6Kj0HEdHR8W5ykDd/QZe/Kl148aNiIyMxMKFC3H48GH06NGjyA9ZXVO178eOHcPatWuxZs2aYs9X1zl/Xb+B6jvn9evXx08//YRdu3bhl19+gUwmQ+vWrXH//n0A1XfOX9dvoGrMuar9vnXrFrZt2wapVIo9e/ZgxowZWLJkCebNmwcAePToEaRSaaWfb0D9fS9Pm7pQkRjPnDmDq1ev4t1331WUVZX3uFoJohI8efJEWFpaih9//LHEOlKpVMTFxYmLFy+KxYsXCysrK3Ho0CEhhBDHjx8XAERSUpLSc/r37y8GDBigydArpKL9Lk58fLwAIA4ePKiBiNWntL5nZmYKT09PsWfPHkXZ8OHDRZ8+fRTH1XHOy9Lv4lSHOS9Ofn6+8Pb2Fp999pkQonrOeXFe7XdxqsKcv67fPj4+wt3dXTx//lxRtmTJEuHk5CSEECIxMVEAECdOnFB63pQpU0Tz5s01F7gaVLTv5WmzMlAlxvfff180atRIqayqvscrgnuOqUTW1tbw9fXFzZs3S6yjp6eHevXqAQACAwMRExOD+fPnIyQkRLHf6cGDB3B2dlY858GDBwgMDNRo7BVR0X4Xp27durC3t8fNmzfRuXNnTYStFqX1PT4+Hnfu3EGvXr0UZTKZDMCL/W2xsbHVcs7L0m9vb+8iz6sOc14cQ0NDBAUFKepXxzkvzqv9Lk5VmPPX9dvZ2RmGhobQ19dXlDVo0AApKSnIz8+Hvb099PX18eDBA6XnPXjwoNLvw61o342MjFRuszIoa4w5OTnYsmUL5syZo1ReVd/jFcFtFVSi7OxsxMfHK70ZXkcmkyEvLw8A4OXlBScnJ0RGRirOZ2Zm4vTp02jVqpXa41WXiva7OPfv30daWppKbepCaX338/PDlStXEB0drXj07t0bHTt2RHR0NNzd3avlnJel38WpDnNeHKlUiitXrijqV8c5L86r/S5OVZjz1/W7TZs2uHnzpuI/gABw48YNODs7w8jICEZGRmjatKnSfMtkMkRGRlbq+QYq3vfytFkZlDXGrVu3Ii8vD0OGDFEqr6rv8QrR9dI1VR6TJk0SUVFR4vbt2+L48eMiNDRU2Nvbi9TUVCGEEEOHDhXTpk1T1P/yyy/F/v37RXx8vLh+/bpYvHixMDAwEGvWrFHUWbBggbC2tha7du0Sly9fFn369BFeXl7i6dOnWu9fSdTd76ysLDF58mRx8uRJcfv2bXHw4EHRpEkT4ePjI549e6aTPpZE1b6/qrjtBdVxzl/1ar+r85zPnj1b7Nu3T8THx4vz58+LQYMGCRMTE3Ht2jVFneo456/rd1WZc1X7nZCQICwsLMS4ceNEbGys+OOPP4SDg4OYN2+eos6WLVuEsbGxWL9+vbh+/bp4//33hbW1tUhJSdF6/0qjib6/rs3KoLw/39q2bSsGDhxYbJtV4T2uTtxWQQr379/H4MGDkZaWhtq1a6Nt27Y4deoUateuDQBISEiAnt7//tiQk5ODMWPG4P79+zA1NYWfnx9++eUXDBw4UFHnP//5D3JycvD+++8jPT0dbdu2xd69eyvVfRHV3W99fX1cvnwZGzZsQHp6OlxcXNC1a1fMnTu30t0DVdW+l0V1nPPXqc5z/uTJE7z33ntISUmBjY0NmjZtihMnTqBhw4aKOtVxzl/X76oy56r2293dHfv27cOECRMQEBAAV1dXjB8/HlOnTlXUGThwIB4+fIjPP/8cKSkpCAwMxN69e4t8YEvXNNH317VZGZTn51tsbCyOHTuG/fv3F9tmVXiPq5NECCF0HQQRERERUWXAPcdERERERHJMjomIiIiI5JgcExERERHJMTkmIiIiIpJjckxEREREJMfkmIiIiIhIjskxEREREZEck2MiIiIiKtWRI0fQq1cvuLi4QCKRYOfOnVq79oIFCyCRSBAeHq6V6zE5JiIiIqJS5eTkoHHjxli5cqVWr3v27Fl8//33CAgI0No1mRwTERERUal69OiBefPmoV+/fsWez8vLw+TJk+Hq6gozMzO0aNECUVFRFbpmdnY2wsLCsGbNGtjY2FSoLVUwOSYiIiKiChk3bhxOnjyJLVu24PLly+jfvz+6d++OuLi4crc5duxY9OzZE6GhoWqM9PUMtHo1IiIiIqpWEhISsG7dOiQkJMDFxQUAMHnyZOzduxfr1q3Dl19+qXKbW7ZswYULF3D27Fl1h/taXDkmIiIionK7cuUKpFIpfH19YW5urngcPnwY8fHxAIB//vkHEomk1Me0adMAAPfu3cP48eMREREBExMTrfeHK8dEREREVG7Z2dnQ19fH+fPnoa+vr3TO3NwcAFC3bl3ExMSU2o6dnR0A4Pz580hNTUWTJk0U56RSKY4cOYJvv/0WeXl5Ra6jTkyOiYiIiKjcgoKCIJVKkZqainbt2hVbx8jICH5+fmVqr3Pnzrhy5YpS2ciRI+Hn54epU6dqNDEGmBwTERER0WtkZ2fj5s2biuPbt28jOjoatra28PX1RVhYGIYNG4YlS5YgKCgIDx8+RGRkJAICAtCzZ0+VrmVhYYE33nhDqczMzAx2dnZFyjWByTERERERlercuXPo2LGj4njixIkAgOHDh2P9+vVYt24d5s2bh0mTJiExMRH29vZo2bIl3nzzTV2FXG4SIYTQdRBERERERJUB71ZBRERERCTH5JiIiIiISI7JMRERERGRHJNjIiIiIiI5JsdERERERHJMjomIiIiI5JgcExERERHJMTkmIiIiIpJjckxEREREJMevj6YykclkSEpKgoWFBSQSia7DISIiohpKCIGsrCy4uLhAT0/967xMjqlMkpKS4O7uruswiIiIiAAA9+7dg5ubm9rbZXJMZWJhYQHgxQvR0tJSx9EQERFRTZWZmQl3d3dFbqJuTI6pTAq3UlhaWjI5JiIiIp3T1DZPfiCPiIiIiEiOyTERERERkRyTYyIiIiIiOSbHRERERERyTI6pUhD5+Xh69RoKEhN1HQoRERHVYLxbBelcxu7deLBwEaRpaQAAszZt4LJoIQzs7HQcGREREdU0XDlWUUhICMLDw9Xe7qxZs+Do6AiJRIKdO3eqvf3K6umVK0ic9okiMQaAnOPHkTBpig6jIiIiIlUUyAqw+Z/NGLVvFN7d/y623dgGqUyq67DKhSvHWnTnzh14eXnh4sWLCAwMVJTHxMRg9uzZ2LFjB1q2bAkbGxvdBalld9ZHQCKTFSnPO3US+ffuwYjfykdERFTpTTg0AYfvH1Ycn04+jbMpZ7Gw/UIdRlU+XDlWo/z8/HI9Lz4+HgDQp08fODk5wdjYWJ1hVWr3bieVeC75brIWIyEiIqLyOJtyVikxLrTn9h7EpMXoIKKKYXJcipycHAwbNgzm5uZwdnbGkiVLlM57enpi7ty5GDZsGCwtLfH++++X2p6XlxcAICgoCBKJBCEhIZg1axZ69eoFANDT03vtt71cvXoVenp6ePjwIQDg8ePH0NPTw6BBgxR15s2bh7Zt2wIAoqKiIJFI8OeffyIgIAAmJiZo2bIlrl69Wup18vLykJmZqfTQhEeOtsWWy4wkeOxURyPXJCIiIvW5mHqxXOcqKybHpZgyZQoOHz6MXbt2Yf/+/YiKisKFCxeU6ixevBiNGzfGxYsXMWPGjFLbO3PmDADg4MGDSE5Oxvbt2zF58mSsW7cOAJCcnIzk5NJXS/39/WFnZ4fDh1/8D+3o0aNKxwBw+PBhhISEFOnLkiVLcPbsWdSuXRu9evVCQUFBideZP38+rKysFA93DW1vCHzjCUxsXl1xF3ANfIwGlk81ck0iIiJSH4daDiWec6zlqMVI1IPJcQmys7Oxdu1aLF68GJ07d0ajRo2wYcMGPH/+XKlep06dMGnSJHh7e8Pb27vUNmvXrg0AsLOzg5OTE2xtbWFubg5ra2sAgJOTE5ycnEptQyKRoH379oiKigLwYmV45MiRyMvLwz///IOCggKcOHECHTp0UHrezJkz0aVLF0U/Hjx4gB07dpR4nU8++QQZGRmKx71790qNq7x8rPPh0SkNjkEZMHd5BiuvXHiEPoJ13acwyU97fQNERESkU109usLOpOgdplzNXdHevb0OIqoYJscliI+PR35+Plq0aKEos7W1Rf369ZXqBQcHazs0dOjQQZEcHz58GJ06dVIkzGfPnkVBQQHatGmj9JxWrVop/l3Yj5iYkvcBGRsbw9LSUumhCYZ120HPUMC2fg7c2z+GS4t01LIvAEysAUd/jVyTiIiI1KeWYS2s6boGAbUDFGXBjsH4ocsPMNQz1GFk5cO7VVSQmZmZ1q9ZeDu5uLg4XL9+HW3btsU///yDqKgoPHnyBMHBwahVq5bW4yqXJsOA6AjgwSt7oDt/Dhia6iYmIiIiUomPjQ8i/hWBBzkPoK+nD3tTe12HVG5cOS6Bt7c3DA0Ncfr0aUXZkydPcOPGjXK3aWRkBACQSit2379GjRrBxsYG8+bNQ2BgIMzNzRESEoLDhw8jKiqqyH5jADh16pTi34X9aNCgQYXiUAtjc2DkX0CXOYB3Z6DRAGDEn0Cz0bqOjIiIiFTkaOZYpRNjgCvHJTI3N8fo0aMxZcoU2NnZwcHBAdOnT4eeXvn/P+Hg4ABTU1Ps3bsXbm5uMDExgZWVlcrtFO47joiIwOTJkwEAAQEByMvLQ2RkJCZOnFjkOXPmzIGdnR0cHR0xffp02Nvbo2/fvuXui1qZWAJtxr94EBEREekQV45L8dVXX6Fdu3bo1asXQkND0bZtWzRt2rTc7RkYGGDFihX4/vvv4eLigj59+pS7rQ4dOkAqlSpWifX09NC+fXtIJJIi+40BYMGCBRg/fjyaNm2KlJQU/Pe//1WsZBMRERHRCxIhhNB1EKQ5UVFR6NixI548eaK4K0Z5ZGZmwsrKChkZGRr7cB4RERHR62g6J+HKMRERERGRHJNjNfryyy9hbm5e7KNHjx5lbqekNszNzXH06FEN9oCIiIioZuO2CjV6/PgxHj9+XOw5U1NTuLq6lqmdmzdvlnjO1dUVpqbav8UZt1UQERFRZaDpnIR3q1AjW1tb2NraVridevXqqSEaIiIiIlIVt1UQEREREclx5ZjKpHD3TWZmpo4jISIiopqsMBfR1M5gJsdUJllZWQAAd3d3HUdCRERE9CI3Kc+Xqb0OP5BHZSKTyZCUlAQLCwtIJBJdh6MzmZmZcHd3x7179/jBxGJwfErGsSkZx6Z0HJ+ScWxKVp3HRgiBrKwsuLi4VOibi0vClWMqEz09Pbi5uek6jErD0tKy2v2wUSeOT8k4NiXj2JSO41Myjk3JquvYaGLFuBA/kEdEREREJMfkmIiIiIhIjskxkQqMjY0xc+ZMGBsb6zqUSonjUzKOTck4NqXj+JSMY1Myjk358QN5RERERERyXDkmIiIiIpJjckxEREREJMfkmIiIiIhIjskxEREREZEck2MiuVmzZkEikSg9/Pz8Sqx/7do1/N///R88PT0hkUiwfPly7QWrA6qOz5o1a9CuXTvY2NjAxsYGoaGhOHPmjBYj1h5Vx2b79u0IDg6GtbU1zMzMEBgYiJ9//lmLEWuPqmPzsi1btkAikaBv376aDVKHVB2f9evXF6lvYmKixYi1pzyvnfT0dIwdOxbOzs4wNjaGr68v9uzZo6WItUfVsQkJCSlSXyKRoGfPnlqMuurgN+QRvcTf3x8HDx5UHBsYlPwWyc3NRd26ddG/f39MmDBBG+HpnCrjExUVhcGDB6N169YwMTHBwoUL0bVrV1y7dg2urq7aCFerVBkbW1tbTJ8+HX5+fjAyMsIff/yBkSNHwsHBAd26ddNGuFqlytgUunPnDiZPnox27dppMrRKQdXxsbS0RGxsrOJYIpFoLDZdU2Vs8vPz0aVLFzg4OGDbtm1wdXXF3bt3YW1trYVItU+Vsdm+fTvy8/MVx2lpaWjcuDH69++v0RirKibHRC8xMDCAk5NTmeo2a9YMzZo1AwBMmzZNk2FVGqqMT0REhNLxjz/+iN9//x2RkZEYNmyYJsLTKVXGJiQkROl4/Pjx2LBhA44dO1Ytk2NVxgYApFIpwsLCMHv2bBw9ehTp6emaC64SUHV8JBKJSvWrMlXG5qeffsLjx49x4sQJGBoaAgA8PT01GJ1uqTI2tra2SsdbtmxBrVq1mByXgNsqiF4SFxcHFxcX1K1bF2FhYUhISNB1SJVKRcYnNzcXBQUFRX5IVxflHRshBCIjIxEbG4v27dtrOErdUHVs5syZAwcHB4wePVpLEeqWquOTnZ0NDw8PuLu7o0+fPrh27ZqWItU+VcZm9+7daNWqFcaOHQtHR0e88cYb+PLLLyGVSrUYsfZU5Ofx2rVrMWjQIJiZmWkwwqqLXwJCJPfXX38hOzsb9evXR3JyMmbPno3ExERcvXoVFhYWpT7X09MT4eHhCA8P106wOlCR8QGAMWPGYN++fbh27Vq12yNZnrHJyMiAq6sr8vLyoK+vj++++w6jRo3ScuSap+rYHDt2DIMGDUJ0dDTs7e0xYsQIpKenY+fOndoPXgtUHZ+TJ08iLi4OAQEByMjIwOLFi3HkyBFcu3YNbm5uOuiB5qg6Nn5+frhz5w7CwsIwZswY3Lx5E2PGjMHHH3+MmTNn6qAHmlORn8dnzpxBixYtcPr0aTRv3lxLEVcxgoiK9eTJE2FpaSl+/PHH19b18PAQy5Yt03xQlYgq4zN//nxhY2MjLl26pIXIdK8sYyOVSkVcXJy4ePGiWLx4sbCyshKHDh3SXpA6UtrYZGZmCk9PT7Fnzx5F2fDhw0WfPn20GKFuqfK+EkKI/Px84e3tLT777DMNR6Z7rxsbHx8f4e7uLp4/f64oW7JkiXByctJWiDqjyuvm/fffF40aNdJCVFUX9xwTlcDa2hq+vr64efOmrkOplMo6PosXL8aCBQtw8OBBBAQEaCk63SrL2Ojp6aFevXoAgMDAQMTExGD+/PlF9iNXN6WNTXx8PO7cuYNevXopymQyGYAX+ytjY2Ph7e2ttVh1QdWfO4aGhggKCqoRP6deNzbOzs4wNDSEvr6+oqxBgwZISUlBfn4+jIyMtBWq1pX1dZOTk4MtW7Zgzpw5WoqsauKeY6ISZGdnIz4+Hs7OzroOpVIqy/gsWrQIc+fOxd69exEcHKzF6HSrPK8dmUyGvLw8DUZVOZQ2Nn5+frhy5Qqio6MVj969e6Njx46Ijo6Gu7u7DiLWLlVfO1KpFFeuXKkRP6deNzZt2rTBzZs3Ff+hAoAbN27A2dm5WifGQNlfN1u3bkVeXh6GDBmipciqKF0vXRNVFpMmTRJRUVHi9u3b4vjx4yI0NFTY29uL1NRUIYQQQ4cOFdOmTVPUz8vLExcvXhQXL14Uzs7OYvLkyeLixYsiLi5OV13QKFXHZ8GCBcLIyEhs27ZNJCcnKx5ZWVm66oLGqDo2X375pdi/f7+Ij48X169fF4sXLxYGBgZizZo1uuqCxqg6Nq+q7tsqVB2f2bNni3379on4+Hhx/vx5MWjQIGFiYiKuXbumqy5ojKpjk5CQICwsLMS4ceNEbGys+OOPP4SDg4OYN2+errqgMeV9X7Vt21YMHDhQ2+FWOdxWQSR3//59DB48GGlpaahduzbatm2LU6dOoXbt2gCAhIQE6On9748tSUlJCAoKUhwvXrwYixcvRocOHRAVFaXt8DVO1fFZtWoV8vPz8fbbbyu1M3PmTMyaNUuboWucqmOTk5ODMWPG4P79+zA1NYWfnx9++eUXDBw4UFdd0BhVx6amUXV8njx5gvfeew8pKSmwsbFB06ZNceLECTRs2FBXXdAYVcfG3d0d+/btw4QJExAQEABXV1eMHz8eU6dO1VUXNKY876vY2FgcO3YM+/fv10XIVQrvVkFEREREJFdz/7tORERERPQKJsdERERERHJMjomIiIiI5JgcExERERHJMTkmIiIiIpJjckxEREREJMfkmIiIiIhIjskxEREREZXqyJEj6NWrF1xcXCCRSLBz585qdb2XMTkmIiIiolLl5OSgcePGWLlyZbW83sv49dFEREREVKoePXqgR48eJZ7Py8vD9OnTsXnzZqSnp+ONN97AwoULERISopHraRJXjomIiIioQsaNG4eTJ09iy5YtuHz5Mvr374/u3bsjLi5O16GpjMkxEREREZVbQkIC1q1bh61bt6Jdu3bw9vbG5MmT0bZtW6xbt07X4amMyTERERERlduVK1cglUrh6+sLc3NzxePw4cOIj48HAPzzzz+QSCSlPqZNm6bjnrzAPcdEREREVG7Z2dnQ19fH+fPnoa+vr3TO3NwcAFC3bl3ExMSU2o6dnZ3GYlQFk2MiIiIiKregoCBIpVKkpqaiXbt2xdYxMjKCn5+fliMrHybHRERERFSq7Oxs3Lx5U3F8+/ZtREdHw9bWFr6+vggLC8OwYcOwZMkSBAUF4eHDh4iMjERAQAB69uyp1uvVqVNHLX0qiUQIITR6BSIiIiKq0qKiotCxY8ci5cOHD8f69etRUFCAefPmYePGjUhMTIS9vT1atmyJ2bNno1GjRmq/niYxOSYiIiIikuPdKoiIiIiI5JgcExERERHJMTkmIiIiIpJjckxEREREJMfkmIiIiIhIjskxEREREZEck2MiIiIiIjkmx0REREREckyOiYiIiIjkmBwTEREREckxOSYiIiIikmNyTESkQ3fu3IFEIsH69et1HQoREYHJMRGRSnr37o1atWohKyurxDphYWEwMjJCWlqaFiMjIiJ1YHJMRKSCsLAwPH36FDt27Cj2fG5uLnbt2oXu3bvDzs5Oy9EREVFFMTkmIlJB7969YWFhgU2bNhV7fteuXcjJyUFYWJiWIyMiInVgckxEpAJTU1O89dZbiIyMRGpqapHzmzZtgoWFBdq2bYvJkyejUaNGMDc3h6WlJXr06IFLly699hohISEICQkpUj5ixAh4enoqlclkMixfvhz+/v4wMTGBo6MjPvjgAzx58qS8XSQiqtGYHBMRqSgsLAzPnz/Hb7/9plT++PFj7Nu3D/369UNycjJ27tyJN998E0uXLsWUKVNw5coVdOjQAUlJSWqL5YMPPsCUKVPQpk0bfP311xg5ciQiIiLQrVs3FBQUqO06REQ1hYGuAyAiqmo6deoEZ2dnbNq0CePGjVOUb926FQUFBQgLC0OjRo1w48YN6On9bw1i6NCh8PPzw9q1azFjxowKx3Hs2DH8+OOPiIiIwDvvvKMo79ixI7p3746tW7cqlRMR0etx5ZiISEX6+voYNGgQTp48iTt37ijKN23aBEdHR3Tu3BnGxsaKxFgqlSItLQ3m5uaoX78+Lly4oJY4tm7dCisrK3Tp0gWPHj1SPJo2bQpzc3McOnRILdchIqpJmBwTEZVD4QfuCj+Yd//+fRw9ehSDBg2Cvr4+ZDIZli1bBh8fHxgbG8Pe3h61a9fG5cuXkZGRoZYY4uLikJGRAQcHB9SuXVvpkZ2dXeyeaCIiKh23VRARlUPTpk3h5+eHzZs349NPP8XmzZshhFAkzV9++SVmzJiBUaNGYe7cubC1tYWenh7Cw8Mhk8lKbVsikUAIUaRcKpUqHctkMjg4OCAiIqLYdmrXrl3O3hER1VxMjomIyiksLAwzZszA5cuXsWnTJvj4+KBZs2YAgG3btqFjx45Yu3at0nPS09Nhb29fars2Nja4detWkfK7d+8qHXt7e+PgwYNo06YNTE1NK9gbIiICuK2CiKjcCleJP//8c0RHRyvd21hfX7/I6u/WrVuRmJj42na9vb3xzz//4OHDh4qyS5cu4fjx40r1BgwYAKlUirlz5xZp4/nz50hPT1elO0REBK4cExGVm5eXF1q3bo1du3YBgFJy/Oabb2LOnDkYOXIkWrdujStXriAiIgJ169Z9bbujRo3C0qVL0a1bN4wePRqpqalYvXo1/P39kZmZqajXoUMHfPDBB5g/fz6io6PRtWtXGBoaIi4uDlu3bsXXX3+Nt99+W/0dJyKqxrhyTERUAYUJcfPmzVGvXj1F+aeffopJkyZh3759GD9+PC5cuIA///wT7u7ur22zQYMG2LhxIzIyMjBx4kTs3r0bP//8M5o0aVKk7urVq/HDDz8gNTUVn376KT755BP8/fffGDJkCNq0aaO+jhIR1RASUdynPoiIiIiIaiCuHBMRERERyTE5JiIiIiKSY3JMRERERCTH5JiIiIiISI7JMRERERGRHJNjIiIiIiI5JsdERERERHJMjomIiIiI5JgcExERERHJMTkmIiIiIpJjckxEREREJMfkmIiIiIhIjskxEREREZEck2MiIiIiIjkmx0REREREckyOiYiIiIjkmBwTEREREckxOSYiIiIikmNyTEREREQkx+SYiIiIiEiOyTERERERkRyTYyIiIiIiOSbHRERERERyTI6JiIiIiOSYHBMRERERyTE5JiIiIiKSY3JMRERERCTH5JiIiIiISI7JMRERERGRHJNjIiIiIiI5JsdERERERHJMjomIiIiI5JgcExERERHJMTkmIiIiIpJjckxEREREJMfkmIiIiIhIjskxEREREZEck2MiIiIiIjkmx0REREREckyOiYiIiIjkmBwTEREREckxOSYiIiIikmNyTEREREQkx+SYiIiIiEjOQNcBUNnIZDIkJSXBwsICEolE1+EQERERVSlCCGRlZcHFxQV6eiWvDzM5riKSkpLg7u6u6zCIiIiIqrR79+7Bzc2txPNMjqsICwsLAC8m1NLSUsfREBEREVUtmZmZcHd3V+RUJWFyXEUUbqWwtLRkckxERERUTq/bnsoP5BERERERyTE5JiIiIiKSY3JMRdzJuINDCYdwL/OerkMhIiIi0qpKkRzPmjULgYGBug7jtUaMGIG+ffsqjkNCQhAeHq6zeNQtT5qHiVET0WtnL3x86GP03NETU49MRYG0QNehEREREWlFpfhA3uTJk/HRRx/pOgyVbd++HYaGhroOQ21WRq/EgbsHFMcCAntu74GnpSc+DPxQh5ERERFRtVPwFHh0AzB3AiwcdR2NQqVYOTY3N4ednV2F2igoKNvqZlnrlYWtre1rbwdSley6uav48vjiy+n1CpKTkXXoEPLi43UdChFRpZf5rACZz/jXyhrh1GpgSX3g+/bA0gbAttFAfo6uowKgYnIcEhKCjz76COHh4bCxsYGjoyPWrFmDnJwcjBw5EhYWFqhXrx7++usvxXOkUilGjx4NLy8vmJqaon79+vj666+V2n11W4VMJsOcOXPg5uYGY2NjBAYGYu/evYrzd+7cgUQiwa+//ooOHTrAxMQEERERxcYskUiwatUq9O7dG2ZmZvjiiy/KFJNUKsXEiRNhbW0NOzs7/Oc//4EQosh4vLytQiKRYOfOnUp1rK2tsX79egBAfn4+xo0bB2dnZ5iYmMDDwwPz589/3bBrTW5BbrHlOQWV48ValQiZDMmzZuFmaBfc/3AMbvV8EwkffABpNseSiOhVCWm5GPbTGTSevR+NZ+/H0LWnkZBW/O8kqgZi/wL2TgWeZbw4FlLg6jbgr//oNi45lVeON2zYAHt7e5w5cwYfffQRPvzwQ/Tv3x+tW7fGhQsX0LVrVwwdOhS5uS9e1DKZDG5ubti6dSuuX7+Ozz//HJ9++il+++23Eq/x9ddfY8mSJVi8eDEuX76Mbt26oXfv3oiLi1OqN23aNIwfPx4xMTHo1q1bie3NmjUL/fr1w5UrVzBq1KgyxbRkyRKsX78eP/30E44dO4bHjx9jx44dqg6XkhUrVmD37t347bffEBsbi4iICHh6ehZbNy8vD5mZmUoPTWvn1q7Y8vZu7TV+7ermyS8RSN/yKyCVKspyDh9B6qJFOoyKiKjyyX8uQ9jaUzhy4yGEAIQAjsY9wjs/nkL+c5muwyNNOPdT8eWXtwJ52dqNpRgqJ8eNGzfGZ599Bh8fH3zyyScwMTGBvb093nvvPfj4+ODzzz9HWloaLl++DAAwNDTE7NmzERwcDC8vL4SFhWHkyJGlJseLFy/G1KlTMWjQINSvXx8LFy5EYGAgli9frlQvPDwcb731Fry8vODs7Fxie++88w5GjhyJunXrok6dOmWKafny5fjkk0/w1ltvoUGDBli9ejWsrKxUHS4lCQkJ8PHxQdu2beHh4YG2bdti8ODBxdadP38+rKysFA9tfHV0eJNw1DatrVTmZOaEsYFjNX7t6iZ9Z/H/kcr4738hnj/XcjRERJXXgesPcO/x0yLl9588xYHrD3QQEWlczsPiy6V5QJ7mFwNfR+UP5AUEBCj+ra+vDzs7OzRq1EhR5uj4YkN1amqqomzlypX46aefkJCQgKdPnyI/P7/Eu1NkZmYiKSkJbdq0USpv06YNLl26pFQWHBxcppiLq1daTBkZGUhOTkaLFi0U9Q0MDBAcHFxka4UqRowYgS5duqB+/fro3r073nzzTXTt2rXYup988gkmTpyoOC78ykNNqmNZBzv67MCum7twK+MWfGx80Nu7NyyMqs++am2R5RS/fUI8fQohlUJiUCk+C0tEpHOJ6SVvn0hKL5o0UzXg2RZIuli03M4HsCh5sVNbVP4N/erdGSQSiVJZ4VfyyWQv/hSyZcsWTJ48GUuWLEGrVq1gYWGBr776CqdPn65I3AAAMzOzctXTVEwSiaRI8vzyBwCbNGmC27dv46+//sLBgwcxYMAAhIaGYtu2bUXaMjY2hrGxcYXiKQ8rYysM8x+m9etWN+bt2uPJ3V+KlNdq1RJ6OphXIqLKKtDdpsRzjd2ttRcIaU/rj4Hru4D0hP+V6RkCXecCr/lqZ23Q+N0qjh8/jtatW2PMmDEICgpCvXr1EF/KJ/ctLS3h4uKC48ePF2mnYcOGWonJysoKzs7OSsny8+fPcf78+VLbrV27NpKTkxXHcXFxir3XhSwtLTFw4ECsWbMGv/76K37//Xc8fvxYLf2iysP+3x/AyMNDqUzfygqOU6fqKCIiosqpuZctOtavXaS8Y/3aaO5lq4OISOPMHYD3ooCO04F6XYCmI4D3/gbq99B1ZAC0cJ9jHx8fbNy4Efv27YOXlxd+/vlnnD17Fl5eXiU+Z8qUKZg5cya8vb0RGBiIdevWITo6usQ7UmgipvHjx2PBggXw8fGBn58fli5divT09FLb7dSpE7799lu0atUKUqkUU6dOVVpVX7p0KZydnREUFAQ9PT1s3boVTk5OsLa2Vku/qPIwsLeH1/bfkbF7N55euwYj9zqw/r+3YGBvr+vQiIgqndVDm2Ljibv448qLBaY3GzljWGuP1zyLqjQzO6BD5bg7xas0nhx/8MEHuHjxIgYOHAiJRILBgwdjzJgxSrd7e9XHH3+MjIwMTJo0CampqWjYsCF2794NHx8frcU0adIkJCcnY/jw4dDT08OoUaPQr18/ZGRklNjukiVLMHLkSLRr1w4uLi74+uuvlVabLSwssGjRIsTFxUFfXx/NmjXDnj17oKdXKW43TWqmZ2YGm8GDUfIfDImICACMDfTxXvu6eK99XV2HQgSJqMgnzNTkk08+wdGjR3Hs2DFdh1JpZWZmwsrKChkZGbC0tNR1OERERERVSllzKZ0uWQohEB8fj8jISPj7++syFCIiIiIi3SbHGRkZaNiwIYyMjPDpp5/qMhQiIiIiIs3vOS6NtbU18vLydBkCEREREZECv4mgiijcGq6Nr5EmIiIiqm4Kc6jXfdyOyXEVkZWVBQBa+RppIiIiouoqKysLVlZWJZ6vFHeroNeTyWRISkqChYWF4lsINaXwq6rv3bvHO2OoAcdTfTiW6sOxVB+OpfpwLNWHY1mUEAJZWVlwcXEp9Ta6XDmuIvT09ODm5qbVa1paWvINpUYcT/XhWKoPx1J9OJbqw7FUH46lstJWjAvx2yeIiIiIiOSYHBMRERERyTE5piKMjY0xc+ZMGBsb6zqUaoHjqT4cS/XhWKoPx1J9OJbqw7EsP34gj4iIiIhIjivHRERERERyTI6JiIiIiOSYHBMRERERyTE5JiIiIiKSY3JcAxw5cgS9evWCi4sLJBIJdu7cWWr9qKgoSCSSIo+UlBSleitXroSnpydMTEzQokULnDlzRoO9qBw0MZbz589Hs2bNYGFhAQcHB/Tt2xexsbEa7onuaep1WWjBggWQSCQIDw9Xf/CVjKbGMjExEUOGDIGdnR1MTU3RqFEjnDt3ToM90T1NjKVUKsWMGTPg5eUFU1NTeHt7Y+7cuajun4dXdSwBIC8vD9OnT4eHhweMjY3h6emJn376SanO1q1b4efnBxMTEzRq1Ah79uzRUA8qD02M5Zo1a9CuXTvY2NjAxsYGoaGhNeL3eFkwOa4BcnJy0LhxY6xcuVKl58XGxiI5OVnxcHBwUJz79ddfMXHiRMycORMXLlxA48aN0a1bN6Smpqo7/EpFE2N5+PBhjB07FqdOncKBAwdQUFCArl27IicnR93hVyqaGMtCZ8+exffff4+AgAB1hVupaWIsnzx5gjZt2sDQ0BB//fUXrl+/jiVLlsDGxkbd4VcqmhjLhQsXYtWqVfj2228RExODhQsXYtGiRfjmm2/UHX6lUp6xHDBgACIjI7F27VrExsZi8+bNqF+/vuL8iRMnMHjwYIwePRoXL15E37590bdvX1y9elUTXag0NDGWUVFRGDx4MA4dOoSTJ0/C3d0dXbt2RWJioia6ULUIqlEAiB07dpRa59ChQwKAePLkSYl1mjdvLsaOHas4lkqlwsXFRcyfP19NkVZ+6hrLV6WmpgoA4vDhwxULsApR51hmZWUJHx8fceDAAdGhQwcxfvx4tcVZFahrLKdOnSratm2r3uCqGHWNZc+ePcWoUaOUyt566y0RFhamhiirhrKM5V9//SWsrKxEWlpaiXUGDBggevbsqVTWokUL8cEHH6gjzCpBXWP5qufPnwsLCwuxYcOGCkZY9XHlmEoUGBgIZ2dndOnSBcePH1eU5+fn4/z58wgNDVWU6enpITQ0FCdPntRFqJVeSWNZnIyMDACAra2tNkKrcl43lmPHjkXPnj2VXp9UvNLGcvfu3QgODkb//v3h4OCAoKAgrFmzRkeRVn6ljWXr1q0RGRmJGzduAAAuXbqEY8eOoUePHroItdIqfM0tWrQIrq6u8PX1xeTJk/H06VNFnZMnTxZ5b3fr1o2/e15RlrF8VW5uLgoKCvi7B4CBrgOgysfZ2RmrV69GcHAw8vLy8OOPPyIkJASnT59GkyZN8OjRI0ilUjg6Oio9z9HREf/884+Ooq6cXjeWr5LJZAgPD0ebNm3wxhtv6CDiyqssY7llyxZcuHABZ8+e1XG0lVtZxvLWrVtYtWoVJk6ciE8//RRnz57Fxx9/DCMjIwwfPlzHPag8yjKW06ZNQ2ZmJvz8/KCvrw+pVIovvvgCYWFhOo6+crl16xaOHTsGExMT7NixA48ePcKYMWOQlpaGdevWAQBSUlKK/d1T0mcPaqqyjOWrpk6dChcXFy4sANxWUdOgDH+OKU779u3FkCFDhBBCJCYmCgDixIkTSnWmTJkimjdvro4wqwR1jOWr/v3vfwsPDw9x7969CkZXtahjLBMSEoSDg4O4dOmS4jy3VZTdq69LQ0ND0apVK6U6H330kWjZsmVFQ6wy1DWWmzdvFm5ubmLz5s3i8uXLYuPGjcLW1lasX79ejdFWbmUZyy5duggTExORnp6uKPv999+FRCIRubm5QogXr8tNmzYpPW/lypXCwcFB7TFXVuoay5fNnz9f2NjYKP38rMm4rYLKpHnz5rh58yYAwN7eHvr6+njw4IFSnQcPHsDJyUkX4VUpL4/ly8aNG4c//vgDhw4dgpubmw4iq3peHsvz588jNTUVTZo0gYGBAQwMDHD48GGsWLECBgYGkEqlOo62cnv1dens7IyGDRsq1WnQoAESEhK0HVqV8+pYTpkyBdOmTcOgQYPQqFEjDB06FBMmTMD8+fN1GGXl4+zsDFdXV1hZWSnKGjRoACEE7t+/DwBwcnLi754yKMtYFlq8eDEWLFiA/fv315gPMb8Ok2Mqk+joaDg7OwMAjIyM0LRpU0RGRirOy2QyREZGolWrVroKscp4eSwBQAiBcePGYceOHfj777/h5eWlw+iqlpfHsnPnzrhy5Qqio6MVj+DgYISFhSE6Ohr6+vo6jrZye/V12aZNmyK3FLxx4wY8PDy0HVqV8+pY5ubmQk9P+detvr4+ZDKZtkOr1Nq0aYOkpCRkZ2crym7cuAE9PT3FgkGrVq2UfvcAwIEDB/i75xVlGUsAWLRoEebOnYu9e/ciODhYF6FWStxzXANkZ2crrWLcvn0b0dHRsLW1RZ06dfDJJ58gMTERGzduBAAsX74cXl5e8Pf3x7Nnz/Djjz/i77//xv79+xVtTJw4EcOHD0dwcDCaN2+O5cuXIycnByNHjtR6/7RJE2M5duxYbNq0Cbt27YKFhYVi75yVlRVMTU2120EtUvdYWlhYFNmnbWZmBjs7u2q/f1sTr8sJEyagdevW+PLLLzFgwACcOXMGP/zwA3744Qet90+bNDGWvXr1whdffIE6derA398fFy9exNKlSzFq1Cit90+bVB3Ld955B3PnzsXIkSMxe/ZsPHr0CFOmTMGoUaMUPwvHjx+PDh06YMmSJejZsye2bNmCc+fO8XVZjrFcuHAhPv/8c2zatAmenp6K3z3m5uYwNzfXficrEx1v6yAtKLzV0KuP4cOHCyGEGD58uOjQoYOi/sKFC4W3t7cwMTERtra2IiQkRPz9999F2v3mm29EnTp1hJGRkWjevLk4deqUlnqkO5oYy+LaAyDWrVunvY7pgKZely+rKXuONTWW//3vf8Ubb7whjI2NhZ+fn/jhhx+01CPd0cRYZmZmivHjx4s6deoIExMTUbduXTF9+nSRl5enxZ5pn6pjKYQQMTExIjQ0VJiamgo3NzcxceLEIntkf/vtN+Hr6yuMjIyEv7+/+PPPP7XUI93RxFh6eHgU2+bMmTO117FKSiJENf+KHiIiIiKiMuKeYyIiIiIiOSbHRERERERyTI6JiIiIiOSYHBMRERERyTE5JiIiIiKSY3JMRERERCTH5JiIiIiISI7JMRERERGRHJNjIqIy8vT0xPLlyytcp6LWr18Pa2trjV4DAHbu3Il69epBX18f4eHhGr9eaUJCQnQeQ1loa26ISHOYHBNRjXfv3j2MGjUKLi4uMDIygoeHB8aPH4+0tDSV2zp79izef/99tcVWXLI9cOBA3LhxQ23XKMkHH3yAt99+G/fu3cPcuXM1fj0AiIqKgkQiQXp6ulL59u3btRYDEdVsTI6JqEa7desWgoODERcXh82bN+PmzZtYvXo1IiMj0apVKzx+/Fil9mrXro1atWppKNoXTE1N4eDgoNFrZGdnIzU1Fd26dYOLiwssLCw0er3XsbW11XkMRFQzMDkmohpt7NixMDIywv79+9GhQwfUqVMHPXr0wMGDB5GYmIjp06cr1c/KysLgwYNhZmYGV1dXrFy5Uun8qyu96enpePfdd1G7dm1YWlqiU6dOuHTpktJz/vvf/6JZs2YwMTGBvb09+vXrB+DFVoK7d+9iwoQJkEgkkEgkAJT/dH/jxg1IJBL8888/Sm0uW7YM3t7eiuOrV6+iR48eMDc3h6OjI4YOHYpHjx4VOyZRUVGKRLRTp06QSCSIiorCrFmzEBgYqFR3+fLl8PT0VByPGDECffv2xeLFi+Hs7Aw7OzuMHTsWBQUFijp5eXmYOnUq3N3dYWxsjHr16mHt2rW4c+cOOnbsCACwsbGBRCLBiBEjFGPx8raKJ0+eYNiwYbCxsUGtWrXQo0cPxMXFKc4XjtG+ffvQoEEDmJubo3v37khOTi62zzKZDG5ubli1apVS+cWLF6Gnp4e7d+8CAJYuXYpGjRrBzMwM7u7uGDNmDLKzs4tt8+XxeFl4eDhCQkKUrj1//nx4eXnB1NQUjRs3xrZt20psk4g0i8kxEdVYjx8/xr59+zBmzBiYmpoqnXNyckJYWBh+/fVXCCEU5V999RUaN26MixcvYtq0aRg/fjwOHDhQ4jX69++P1NRU/PXXXzh//jyaNGmCzp07K1ak//zzT/Tr1w//+te/cPHiRURGRqJ58+YAXmwlcHNzw5w5c5CcnFxsYufr64vg4GBEREQolUdEROCdd94B8CJB79SpE4KCgnDu3Dns3bsXDx48wIABA4qNuXXr1oiNjQUA/P7770hOTkbr1q1fN5wKhw4dQnx8PA4dOoQNGzZg/fr1WL9+veL8sGHDsHnzZqxYsQIxMTH4/vvvYW5uDnd3d/z+++8AgNjYWCQnJ+Prr78u9hojRozAuXPnsHv3bpw8eRJCCPzrX/9SSsJzc3OxePFi/Pzzzzhy5AgSEhIwefLkYtvT09PD4MGDsWnTJqXyiIgItGnTBh4eHop6K1aswLVr17Bhwwb8/fff+M9//lPmsSnO/PnzsXHjRqxevRrXrl3DhAkTMGTIEBw+fLhC7RJROQkiohrq1KlTAoDYsWNHseeXLl0qAIgHDx4IIYTw8PAQ3bt3V6ozcOBA0aNHD8Wxh4eHWLZsmRBCiKNHjwpLS0vx7Nkzped4e3uL77//XgghRKtWrURYWFiJMb7cXqF169YJKysrxfGyZcuEt7e34jg2NlYAEDExMUIIIebOnSu6du2q1Ma9e/cEABEbG1vsdZ88eSIAiEOHDinKZs6cKRo3bqxUb9myZcLDw0NxPHz4cOHh4SGeP3+uKOvfv78YOHCgUmwHDhwo9rqHDh0SAMSTJ0+Uyjt06CDGjx8vhBDixo0bAoA4fvy44vyjR4+Eqamp+O2334QQL8YIgLh586aizsqVK4Wjo2Ox1xVCiIsXLwqJRCLu3r0rhBBCKpUKV1dXsWrVqhKfs3XrVmFnZ6c4fnVuhg8fLvr06aP0nPHjx4sOHToIIYR49uyZqFWrljhx4oRSndGjR4vBgweXeF0i0hyuHBNRjSdeWhl+nVatWhU5jomJKbbupUuXkJ2dDTs7O5ibmyset2/fRnx8PAAgOjoanTt3Ln/wAAYNGoQ7d+7g1KlTAF6sdjZp0gR+fn6KOA4dOqQUQ+G5wjjUyd/fH/r6+opjZ2dnpKamAnjRX319fXTo0KHc7cfExMDAwAAtWrRQlNnZ2aF+/fpKc1GrVi2lrSUvx1GcwMBANGjQQLF6fPjwYaSmpqJ///6KOgcPHkTnzp3h6uoKCwsLDB06FGlpacjNzS1XX27evInc3Fx06dJFaX42btyokbkhotcz0HUARES6Uq9ePUgkEsTExCj2+b4sJiYGNjY2qF27drnaz87OhrOzM6KiooqcK9wz/Op2jvJwcnJCp06dsGnTJrRs2RKbNm3Chx9+qBRHr169sHDhwiLPdXZ2LvN19PT0ivxH4uVtDIUMDQ2VjiUSCWQyGQD19Lesiovjdf8RCgsLw6ZNmzBt2jRs2rQJ3bt3h52dHQDgzp07ePPNN/Hhhx/iiy++gK2tLY4dO4bRo0cjPz+/2A9ivm7MCvcr//nnn3B1dVWqZ2xsXPbOEpHacOWYiGosOzs7dOnSBd999x2ePn2qdC4lJQUREREYOHCg4oNwABSrsy8fN2jQoNj2mzRpgpSUFBgYGKBevXpKD3t7ewBAQEAAIiMjS4zRyMgIUqn0tX0p3B998uRJ3Lp1C4MGDVKK49q1a/D09CwSh5mZ2WvbLlS7dm2kpKQoJXvR0dFlfj4ANGrUCDKZrMT9tEZGRgBQap8bNGiA58+f4/Tp04qytLQ0xMbGomHDhirF86p33nkHV69exfnz57Ft2zaEhYUpzp0/fx4ymQxLlixBy5Yt4evri6SkpFLbq127dpG94i+PWcOGDWFsbIyEhIQic+Pu7l6hvhBR+TA5JqIa7dtvv0VeXh66deuGI0eO4N69e9i7dy+6dOkCV1dXfPHFF0r1jx8/jkWLFuHGjRtYuXIltm7divHjxxfbdmhoKFq1aoW+ffti//79uHPnDk6cOIHp06fj3LlzAICZM2di8+bNmDlzJmJiYnDlyhWlFV5PT08cOXIEiYmJJd5dAgDeeustZGVl4cMPP0THjh3h4uKiODd27Fg8fvwYgwcPxtmzZxEfH499+/Zh5MiRZUq8C4WEhODhw4dYtGgR4uPjsXLlSvz1119lfn5hf4YPH45Ro0Zh586duH37NqKiovDbb78BADw8PCCRSPDHH3/g4cOHxd4JwsfHB3369MF7772HY8eO4dKlSxgyZAhcXV3Rp08fleIpLr7WrVtj9OjRkEql6N27t+JcvXr1UFBQgG+++Qa3bt3Czz//jNWrV5faXqdOnXDu3Dls3LgRcXFxmDlzJq5evao4b2FhgcmTJ2PChAnYsGED4uPjceHCBXzzzTfYsGFDhfpCROXD5JiIajQfHx+cO3cOdevWxYABA+Dt7Y33338fHTt2xMmTJ2Fra6tUf9KkSTh37hyCgoIwb948LF26FN26dSu2bYlEgj179qB9+/YYOXIkfH19MWjQINy9exeOjo4AXiScW7duxe7duxEYGIhOnTrhzJkzijbmzJmDO3fuwNvbu9TtHRYWFujVqxcuXbqktNoJAC4uLjh+/DikUim6du2KRo0aITw8HNbW1tDTK/uvgQYNGuC7777DypUr0bhxY5w5c6bEuz+UZtWqVXj77bcxZswY+Pn54b333kNOTg4AwNXVFbNnz8a0adPg6OiIcePGFdvGunXr0LRpU7z55pto1aoVhBDYs2dPka0U5REWFoZLly6hX79+SttAGjdujKVLl2LhwoV44403EBERgfnz55faVrdu3TBjxgz85z//QbNmzZCVlYVhw4Yp1Zk7dy5mzJiB+fPno0GDBujevTv+/PNPeHl5VbgvRKQ6iVDlkyhERFQqZ2dnzJ07F++++66uQyEionLgB/KIiNQgNzcXx48fx4MHD+Dv76/rcIiIqJy4rYKISA1++OEHDBo0COHh4UVu90ZERFUHt1UQEREREclx5ZiIiIiISI7JMRERERGRHJNjIiIiIiI5JsdERERERHJMjomIiIiI5JgcExERERHJMTkmIiIiIpJjckxEREREJPf/g2X0fQ++3bUAAAAASUVORK5CYII=", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "runs_metadata = [\n", + " RunMetadata(data_dir / \"large_tokamak_1_MFILE.DAT\", \"large tokamak 1\"),\n", + " RunMetadata(data_dir / \"large_tokamak_2_MFILE.DAT\", \"large tokamak 2\"),\n", + " RunMetadata(data_dir / \"large_tokamak_3_MFILE.DAT\", \"large tokamak 3\"),\n", + " RunMetadata(data_dir / \"large_tokamak_4_MFILE.DAT\", \"large tokamak 4\"),\n", + "]\n", + "\n", + "fig7, df7 = plot_mfile_solutions(\n", + " runs_metadata,\n", + " \"4 large tokamak solutions normalised to the range of the optimisation parameters\",\n", + " normalisation_type=None,\n", + ")\n", + "df7" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "env", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.10" + }, + "orig_nbformat": 4 + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/process/sctfcoil.py b/process/sctfcoil.py index 98c7c15fc7..abef3a730f 100644 --- a/process/sctfcoil.py +++ b/process/sctfcoil.py @@ -7325,7 +7325,7 @@ def _theta_factor_integral(Ro_vv, Ri_vv, Rm_vv, H_vv, theta1_vv): lambda_term(tau[1, k], omega[k]) - lambda_term(tau[0, k], omega[k]) ) - return (chi1 + chi2) / np.pi + return (chi1 + 2.0 * chi2) / (2.0 * np.pi) def vv_stress_on_quench( @@ -7409,8 +7409,11 @@ def vv_stress_on_quench( Empirical Formulas for Estimating Self and Mutual Inductances of Toroidal Field Coils and Structures. Plasma and Fusion Research. 15. 1405078-1405078. 10.1585/pfr.15.1405078. """ + # Convert angles into radians + theta1_vv_rad = np.pi * (theta1_vv / 180.0) + # Poloidal loop resistance (PLR) in ohms - theta_vv = _theta_factor_integral(Ro_vv, Ri_vv, Rm_vv, H_vv, theta1_vv) + theta_vv = _theta_factor_integral(Ro_vv, Ri_vv, Rm_vv, H_vv, theta1_vv_rad) plr_coil = ((0.5 * ccl_length_coil) / (n_tf * (S_cc + S_rp))) * 1e-6 plr_vv = ((0.84 / d_vv) * theta_vv) * 1e-6 diff --git a/source/fortran/tfcoil_variables.f90 b/source/fortran/tfcoil_variables.f90 index 26bb0e5969..c91793faa2 100644 --- a/source/fortran/tfcoil_variables.f90 +++ b/source/fortran/tfcoil_variables.f90 @@ -1054,7 +1054,7 @@ subroutine init_tfcoil_variables i_cp_joints = -1 cryo_cool_req = 0.0D0 theta1_coil = 45.0D0 - theta1_vv = 1.0D0 + theta1_vv = 1.0D0 ! 1 Deg max_vv_stress = 143.0D6 end subroutine init_tfcoil_variables end module tfcoil_variables diff --git a/tests/unit/test_sctfcoil.py b/tests/unit/test_sctfcoil.py index a92d0476da..69c58c0b8d 100644 --- a/tests/unit/test_sctfcoil.py +++ b/tests/unit/test_sctfcoil.py @@ -14076,7 +14076,7 @@ def test_vv_stress_on_quench(): d_vv=0.12, # for 6.6 restistance -> lambda2 = 2.1 ) ) - == 56835032.21809308 + == 57045874.69917925 ) @@ -14142,4 +14142,4 @@ def test_vv_stress_on_quench_integration(sctfcoil, monkeypatch): sctfcoil.vv_stress_on_quench() - assert pytest.approx(sctfcoil_module.vv_stress_quench) == 56834395.24352395 + assert pytest.approx(sctfcoil_module.vv_stress_quench) == 56893800.120420754 From 7904418e60ede3a3f34a93bf463749c8f8097d59 Mon Sep 17 00:00:00 2001 From: apearce Date: Wed, 27 Nov 2024 15:22:26 +0000 Subject: [PATCH 05/14] =?UTF-8?q?=E2=9C=85=20fix=20unit=20test=20missing?= =?UTF-8?q?=20variable?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- tests/unit/test_sctfcoil.py | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/tests/unit/test_sctfcoil.py b/tests/unit/test_sctfcoil.py index 69c58c0b8d..92c1ebd80b 100644 --- a/tests/unit/test_sctfcoil.py +++ b/tests/unit/test_sctfcoil.py @@ -14105,8 +14105,9 @@ def test_vv_stress_on_quench_integration(sctfcoil, monkeypatch): monkeypatch.setattr(sctfcoil_module, "a_tf_steel", 0.55) # Section 3 # Sum from Section 3 - monkeypatch.setattr(sctfcoil_module, "a_case_front", 0.47) - monkeypatch.setattr(sctfcoil_module, "a_case_nose", 0.47) + monkeypatch.setattr(sctfcoil_module, "a_case_front", 0.42) + monkeypatch.setattr(sctfcoil_module, "a_case_nose", 0.42) + monkeypatch.setattr(sctfcoil_module, "t_lat_case_av", 0.05) monkeypatch.setattr(build_variables, "dz_xpoint_divertor", 0.05) # Baseline 2018 monkeypatch.setattr(build_variables, "dz_shld_upper", 0.3) # Baseline 2018 From f40c2c371243c2695660662126b04757d391059a Mon Sep 17 00:00:00 2001 From: apearce Date: Wed, 8 Jan 2025 13:21:41 +0000 Subject: [PATCH 06/14] =?UTF-8?q?=F0=9F=9A=A7=20add=20options=20for=20base?= =?UTF-8?q?line?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- process/hcpb.py | 4 +++- source/fortran/constraint_equations.f90 | 4 ++-- 2 files changed, 5 insertions(+), 3 deletions(-) diff --git a/process/hcpb.py b/process/hcpb.py index 300e6cc2ed..bc57c2da8b 100644 --- a/process/hcpb.py +++ b/process/hcpb.py @@ -765,7 +765,9 @@ def powerflow_calc(self, output: bool): + fwbs_variables.psurffwo + fwbs_variables.pnucblkt ) - primary_pumping_variables.htpmw_fw_blkt = fpump / (1 - fpump) * p_plasma + primary_pumping_variables.htpmw_fw_blkt = ( + 24.0 / 90.0 * fpump / (1 - fpump) * p_plasma + ) # For divertor and shield, mechanical pumping power is a fraction of thermal # power removed by coolant diff --git a/source/fortran/constraint_equations.f90 b/source/fortran/constraint_equations.f90 index 9e61ee3dce..a45ca853bb 100755 --- a/source/fortran/constraint_equations.f90 +++ b/source/fortran/constraint_equations.f90 @@ -2649,9 +2649,9 @@ subroutine constraint_eqn_068(tmp_cc, tmp_con, tmp_err, tmp_symbol, tmp_units) character(len=1), intent(out) :: tmp_symbol character(len=10), intent(out) :: tmp_units - tmp_cc = 1.0d0 - fpsepbqar * psepbqarmax / ((pdivt*bt)/(q95*aspect*rmajor)) + tmp_cc = 1.0d0 - fpsepbqar * psepbqarmax / ((pdivt*bt)/(3.3*aspect*rmajor)) tmp_con = psepbqarmax - tmp_err = (pdivt*bt)/(q95*aspect*rmajor) - psepbqarmax + tmp_err = (pdivt*bt)/(3.3*aspect*rmajor) - psepbqarmax tmp_symbol = '<' tmp_units = 'MWT/m' From b7431ff79844d34661ab9e069c20a07dd36dbb77 Mon Sep 17 00:00:00 2001 From: apearce Date: Thu, 9 Jan 2025 14:50:53 +0000 Subject: [PATCH 07/14] =?UTF-8?q?=E2=9A=A1=EF=B8=8F=20Add=20user=20defined?= =?UTF-8?q?=20pumping=20factor?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- process/hcpb.py | 9 ++- process/sctfcoil.py | 62 ++++++++------------ source/fortran/constraint_equations.f90 | 13 +++- source/fortran/constraint_variables.f90 | 10 ++++ source/fortran/input.f90 | 17 ++++-- source/fortran/primary_pumping_variables.f90 | 4 ++ 6 files changed, 68 insertions(+), 47 deletions(-) diff --git a/process/hcpb.py b/process/hcpb.py index bc57c2da8b..6cdd1c249b 100644 --- a/process/hcpb.py +++ b/process/hcpb.py @@ -766,7 +766,7 @@ def powerflow_calc(self, output: bool): + fwbs_variables.pnucblkt ) primary_pumping_variables.htpmw_fw_blkt = ( - 24.0 / 90.0 * fpump / (1 - fpump) * p_plasma + primary_pumping_variables.pump_factor * fpump / (1 - fpump) * p_plasma ) # For divertor and shield, mechanical pumping power is a fraction of thermal @@ -827,6 +827,13 @@ def powerflow_calc(self, output: bool): primary_pumping_variables.htpmw_fw_blkt, "OP ", ) + po.ovarre( + self.outfile, + "Pumping power for FW and Blanket multiplier factor", + "(pump_factor)", + primary_pumping_variables.pump_factor, + "IP ", + ) po.ovarre( self.outfile, "Mechanical pumping power for divertor (MW)", diff --git a/process/sctfcoil.py b/process/sctfcoil.py index abef3a730f..648d4ef9b5 100644 --- a/process/sctfcoil.py +++ b/process/sctfcoil.py @@ -4,20 +4,7 @@ import numba import numpy as np - -from process.fortran import rebco_variables -from process.fortran import global_variables -from process.fortran import tfcoil_variables -from process.fortran import physics_variables -from process.fortran import build_variables -from process.fortran import constants -from process.fortran import sctfcoil_module -from process.fortran import process_output as po -from process.fortran import error_handling -from process.fortran import fwbs_variables -from process.fortran import pfcoil_variables -from process.fortran import numerics -from process.fortran import divertor_variables +from scipy import optimize import process.superconductors as superconductors from process import process_output as po @@ -2379,7 +2366,7 @@ def vv_stress_on_quench(self): n_tf_turn=tfcoil_variables.n_tf_turn, # Area of the radial plate taken to be the area of steel in the WP # TODO: value clipped due to #1883 - s_rp=numpy.clip(sctfcoil_module.a_tf_steel, 0, None), + s_rp=np.clip(sctfcoil_module.a_tf_steel, 0, None), s_cc=sctfcoil_module.a_case_front + sctfcoil_module.a_case_nose + 2.0 * sctfcoil_module.t_lat_case_av, @@ -7273,7 +7260,7 @@ def lambda_term(tau, omega): @staticmethod -def _theta_factor_integral(Ro_vv, Ri_vv, Rm_vv, H_vv, theta1_vv): +def _theta_factor_integral(ro_vv, ri_vv, rm_vv, h_vv, theta1_vv): """Theta Factor Integral Author: Alexander Pearce, UKAEA @@ -7288,36 +7275,33 @@ def _theta_factor_integral(Ro_vv, Ri_vv, Rm_vv, H_vv, theta1_vv): full form of the integral is given in appendix A. """ theta2 = np.pi / 2.0 + theta1_vv - a = (Ro_vv - Ri_vv) / 2.0 - Rbar = (Ro_vv + Ri_vv) / 2.0 - A = Rbar / a - delta = (Rbar - Rm_vv) / a - kappa = H_vv / a + a = (ro_vv - ri_vv) / 2.0 + rbar = (ro_vv + ri_vv) / 2.0 + delta = (rbar - rm_vv) / a + kappa = h_vv / a iota = (1.0 + delta) / kappa denom = np.cos(theta1_vv) + np.sin(theta1_vv) - 1.0 - R1 = H_vv * ((np.cos(theta1_vv) + iota * (np.sin(theta1_vv) - 1.0)) / denom) - R2 = H_vv * ((np.cos(theta1_vv) - 1.0 + iota * np.sin(theta1_vv)) / denom) - R3 = H_vv * (1 - delta) / kappa + r1 = h_vv * ((np.cos(theta1_vv) + iota * (np.sin(theta1_vv) - 1.0)) / denom) + r2 = h_vv * ((np.cos(theta1_vv) - 1.0 + iota * np.sin(theta1_vv)) / denom) + r3 = h_vv * (1 - delta) / kappa - Rc1 = (H_vv / kappa) * (A + 1.0) - R1 - Rc2 = Rc1 + (R1 - R2) * np.cos(theta1_vv) - Rc3 = Rc2 - Zc2 = (R1 - R2) * np.sin(theta1_vv) - Zc3 = Zc2 + R2 - R3 + rc1 = (h_vv / kappa) * ((rbar / a) + 1.0) - r1 + rc2 = rc1 + (r1 - r2) * np.cos(theta1_vv) + rc3 = rc2 + zc2 = (r1 - r2) * np.sin(theta1_vv) + zc3 = zc2 + r2 - r3 - tau = np.array( - [ - [np.cos(theta1_vv), np.cos(theta1_vv + theta2), -1.0], - [1.0, np.cos(theta1_vv), np.cos(theta1_vv + theta2)], - ] - ) + tau = np.array([ + [np.cos(theta1_vv), np.cos(theta1_vv + theta2), -1.0], + [1.0, np.cos(theta1_vv), np.cos(theta1_vv + theta2)], + ]) - omega = np.array([Rc1 / R1, Rc2 / R2, Rc3 / R3]) + omega = np.array([rc1 / r1, rc2 / r2, rc3 / r3]) # Assume up down symmetry and let Zc6 = - Zc3 - chi1 = (Zc3 + np.abs(-Zc3)) / Ri_vv + chi1 = (zc3 + np.abs(-zc3)) / ri_vv chi2 = 0.0 for k in range(len(omega)): @@ -7413,8 +7397,8 @@ def vv_stress_on_quench( theta1_vv_rad = np.pi * (theta1_vv / 180.0) # Poloidal loop resistance (PLR) in ohms - theta_vv = _theta_factor_integral(Ro_vv, Ri_vv, Rm_vv, H_vv, theta1_vv_rad) - plr_coil = ((0.5 * ccl_length_coil) / (n_tf * (S_cc + S_rp))) * 1e-6 + theta_vv = _theta_factor_integral(ro_vv, ri_vv, rm_vv, H_vv, theta1_vv_rad) + plr_coil = ((0.5 * ccl_length_coil) / (n_tf * (s_cc + s_rp))) * 1e-6 plr_vv = ((0.84 / d_vv) * theta_vv) * 1e-6 # relevant self-inductances in henry (H) diff --git a/source/fortran/constraint_equations.f90 b/source/fortran/constraint_equations.f90 index a45ca853bb..c22c1defc3 100755 --- a/source/fortran/constraint_equations.f90 +++ b/source/fortran/constraint_equations.f90 @@ -2640,7 +2640,9 @@ subroutine constraint_eqn_068(tmp_cc, tmp_con, tmp_err, tmp_symbol, tmp_units) !! q95 : input real : safety factor q at 95% flux surface !! aspect : input real : aspect ratio (iteration variable 1) !! rmajor : input real : plasma major radius (m) (iteration variable 3) - use constraint_variables, only: fpsepbqar, psepbqarmax + !! i_use_fixed_q_factor : input int : Switch that allows for fixing q95 only in this constraint. + !! fixed_q_factor : input real : fixed safet factor q at 95% flux surface + use constraint_variables, only: fpsepbqar, psepbqarmax, i_use_fixed_q_factor, fixed_q_factor use physics_variables, only: pdivt, bt, q95, aspect, rmajor implicit none real(dp), intent(out) :: tmp_cc @@ -2649,9 +2651,14 @@ subroutine constraint_eqn_068(tmp_cc, tmp_con, tmp_err, tmp_symbol, tmp_units) character(len=1), intent(out) :: tmp_symbol character(len=10), intent(out) :: tmp_units - tmp_cc = 1.0d0 - fpsepbqar * psepbqarmax / ((pdivt*bt)/(3.3*aspect*rmajor)) + if (i_use_fixed_q_factor == 1) then + tmp_cc = 1.0d0 - fpsepbqar * psepbqarmax / ((pdivt*bt)/(fixed_q_factor*aspect*rmajor)) + tmp_err = (pdivt*bt)/(fixed_q_factor*aspect*rmajor) - psepbqarmax + else + tmp_cc = 1.0d0 - fpsepbqar * psepbqarmax / ((pdivt*bt)/(q95*aspect*rmajor)) + tmp_err = (pdivt*bt)/(q95*aspect*rmajor) - psepbqarmax + end if tmp_con = psepbqarmax - tmp_err = (pdivt*bt)/(3.3*aspect*rmajor) - psepbqarmax tmp_symbol = '<' tmp_units = 'MWT/m' diff --git a/source/fortran/constraint_variables.f90 b/source/fortran/constraint_variables.f90 index 753415e4c4..8bbb5d3552 100644 --- a/source/fortran/constraint_variables.f90 +++ b/source/fortran/constraint_variables.f90 @@ -86,6 +86,10 @@ module constraint_variables !! constraint equation icc = 46 !! iteration variable ixc = 72 + real(dp) :: fixed_q_factor + !! fixed safet factor q at 95% flux surface + !! (`constraint equation 68`) + real(dp) :: fjohc !! f-value for central solenoid current at end-of-flattop !! (`constraint equation 26`, `iteration variable 38`) @@ -221,6 +225,10 @@ module constraint_variables real(dp) :: gammax !! maximum current drive gamma (`constraint equation 37`) + integer :: i_use_fixed_q_factor + !! Switch that allows for fixing q95 only in this constraint equation 68. + !! (`constraint equation 68`) + real(dp) :: pflux_fw_rad_max !! Maximum permitted radiation wall load (MW/m^2) (`constraint equation 67`) @@ -332,6 +340,7 @@ subroutine init_constraint_variables fhldiv = 1.0D0 fiooic = 0.5D0 fipir = 1.0D0 + fixed_q_factor = 3.0D0 fjohc = 1.0D0 fjohc0 = 1.0D0 fjprot = 1.0D0 @@ -372,6 +381,7 @@ subroutine init_constraint_variables fwalld = 1.0D0 fzeffmax = 1.0D0 gammax = 2.0D0 + i_use_fixed_q_factor = 0 pflux_fw_rad_max = 1.0D0 mvalim = 40.0D0 nbshinefmax = 1.0D-3 diff --git a/source/fortran/input.f90 b/source/fortran/input.f90 index e13b9df909..e60b0c813c 100644 --- a/source/fortran/input.f90 +++ b/source/fortran/input.f90 @@ -175,9 +175,10 @@ subroutine parse_input_file(in_file,out_file,show_changes) fstrcond, fptemp, ftmargoh, fvs, fbeta_max, vvhealw, fpnetel, ft_burn, & ffuspow, fpsepr, ptfnucmax, fvdump, pdivtlim, falpha_energy_confinement, nbshinefmax, & fcqt, fzeffmax, fstrcase, fhldiv, foh_stress, fwalld, gammax, fjprot, & - ft_current_ramp_up, tcycmn, auxmin, zeffmax, f_fw_rad_max, fdtmp, fpoloidalpower, & + ft_current_ramp_up, ftohs, tcycmn, auxmin, zeffmax, peakfactrad, fdtmp, fpoloidalpower, & fnbshinef, freinke, fvvhe, fqval, fq, fmaxvvstress, fbeta_poloidal, fbeta_poloidal_eps, fjohc, & - fflutf, bmxlim, t_burn_min, fbeta_min, fecrh_ignition, fstr_wp, fncycle + fflutf, bmxlim, t_burn_min, fbeta_min, fecrh_ignition, fstr_wp, fncycle, i_use_fixed_q_factor, & + fixed_q_factor use cost_variables, only: ucich, uctfsw, dintrt, ucblbe, uubop, dtlife, & cost_factor_vv, cfind, uccry, fcap0cp, uccase, uuves, cconshtf, conf_mag, & ucbllipb, ucfuel, uumag, ucpfbs, ireactor, uucd, div_umain_time, div_nu, & @@ -257,7 +258,7 @@ subroutine parse_input_file(in_file,out_file,show_changes) use pulse_variables, only: i_pulsed_plant, dtstor, itcycl, istore, bctmp use primary_pumping_variables, only: t_in_bb, t_out_bb, dp_he, p_he, gamma_he, & - dp_fw_blkt, dp_fw, dp_blkt, dp_liq + dp_fw_blkt, dp_fw, dp_blkt, dp_liq, pump_factor use scan_module, only: isweep_2, nsweep, isweep, scan_dim, nsweep_2, & sweep_2, sweep, ipnscns, ipnscnv @@ -770,6 +771,9 @@ subroutine parse_input_file(in_file,out_file,show_changes) case ('i_hldiv') call parse_int_variable('i_hldiv', i_hldiv, 0, 2, & 'Switch for user input hldiv') + case ('i_use_fixed_q_factor') + call parse_int_variable('i_use_fixed_q_factor', i_use_fixed_q_factor, 0, 1, & + 'Switch that allows for fixing q95 only in this constraint') case ('fflutf') call parse_real_variable('fflutf', fflutf, 0.001D0, 10.0D0, & 'F-value for neutron fluence on TF coil') @@ -779,6 +783,9 @@ subroutine parse_input_file(in_file,out_file,show_changes) case ('fiooic') call parse_real_variable('fiooic', fiooic, 0.001D0, 10.0D0, & 'F-value for SCTF iop/icrit') + case ('fixed_q_factor') + call parse_real_variable('fixed_q_factor', fixed_q_factor, 0.001D0, 10.0D0, & + 'fixed safet factor q at 95% flux surface') case ('fjprot') call parse_real_variable('fjprot', fjprot, 0.001D0, 10.0D0, & 'F-value for SCTF winding pack J') @@ -2274,7 +2281,9 @@ subroutine parse_input_file(in_file,out_file,show_changes) case ('p_he') call parse_real_variable('p_he', p_he, 0.0D0, 100.0D6, & 'Pressure in FW and blanket coolant at pump exit') - + case ('pump_factor') + call parse_real_variable('pump_factor', pump_factor, 0.0D0, 10.0D0, & + 'Pumping power for FW and Blanket multiplier factor') case ('gamma_he') call parse_real_variable('gamma_he', gamma_he, 1.0D0, 2.0D0, & 'Ratio of specific heats for helium or for another Gas') diff --git a/source/fortran/primary_pumping_variables.f90 b/source/fortran/primary_pumping_variables.f90 index 9ca8823d0c..90426483ca 100644 --- a/source/fortran/primary_pumping_variables.f90 +++ b/source/fortran/primary_pumping_variables.f90 @@ -50,6 +50,9 @@ module primary_pumping_variables !! mechanical pumping power for FW and blanket including heat exchanger and !! pipes (`primary_pumping=3`) [MW] + real(dp) :: pump_factor + !! Pumping power for FW and Blanket multiplier factor + contains subroutine init_primary_pumping_variables @@ -68,6 +71,7 @@ subroutine init_primary_pumping_variables dp_blkt = 3.5D3 ! Pa dp_liq = 1.0D7 ! Pa htpmw_fw_blkt = 0.0D0 + pump_factor = 1.0D0 end subroutine init_primary_pumping_variables From ba58b9f5033d77161299f536a0053df01407e3c5 Mon Sep 17 00:00:00 2001 From: apearce Date: Wed, 30 Oct 2024 11:00:24 +0000 Subject: [PATCH 08/14] =?UTF-8?q?=F0=9F=90=9B=20update=20VV=20thickness=20?= =?UTF-8?q?to=20be=20double=20shell=20thickness=20in=20quench=20model?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../A_28_R_86_350MW_open_source.7z | Bin 0 -> 46807 bytes issue-3354/files from git/integral_script.py | 81 ++ .../files from git/plot_solutions.ipynb | 1271 +++++++++++++++++ 3 files changed, 1352 insertions(+) create mode 100644 issue-3354/files from git/A_28_R_86_350MW_open_source.7z create mode 100644 issue-3354/files from git/integral_script.py create mode 100644 issue-3354/files from git/plot_solutions.ipynb diff --git a/issue-3354/files from git/A_28_R_86_350MW_open_source.7z b/issue-3354/files from 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radius of the toroidal structure +Rm = 7.88 # peak R posiiton of the toroidal structre +H = 7.90 #8.089 #Max height of toroidal structure + +#question is how do i select theta1? + + +theta1 = np.pi * (1.0/180.0) +theta2 = np.pi / 2.0 + theta1 +a = (Ro - Ri) / 2.0 +Rbar = (Ro + Ri) /2.0 +A = Rbar / a +delta = (Rbar - Rm ) /a +kappa = H / a +iota = (1.0 + delta) / kappa + +denom = np.cos(theta1) + np.sin(theta1) - 1.0 + +R1 = H*((np.cos(theta1) + iota*(np.sin(theta1) - 1.0)) / denom) +R2 = H*((np.cos(theta1) - 1.0 + iota* np.sin(theta1)) / denom) +R3 = H * (1 - delta) / kappa + +Rc1 = (H / kappa) * (A + 1.0) - R1 +Rc2 = Rc1 + (R1 - R2) * np.cos(theta1) +Rc3 = Rc2 +Zc1 = 0.0 +Zc2 = (R1 - R2) * np.sin(theta1) +Zc3 = Zc2 + R2 - R3 +# i assume index 4,5,6 are reflexed around z = 0 wee need to add these now +Rc4 = Rc1 +Rc5 = Rc2 +Rc6 = Rc3 +Zc4 = -Zc1 +Zc5 = -Zc2 +Zc6 = -Zc3 + +#tau = np.array([[np.cos(theta1),np.cos(theta1+theta2),-1.0,np.cos(theta1),np.cos(theta1+theta2),-1.0],[1.0,np.cos(theta1),np.cos(theta1+theta2),1.0,np.cos(theta1),np.cos(theta1+theta2)]]) # this does habe k up to 6 indices +tau = np.array([[np.cos(theta1),np.cos(theta1+theta2),-1.0],[1.0,np.cos(theta1),np.cos(theta1+theta2)]]) # this does habe k up to 6 indices + +#omega = np.array([Rc1/R1,Rc2/R2,Rc3/R3,Rc4/R1,Rc5/R2,Rc6/R3]) +omega = np.array([Rc1/R1,Rc2/R2,Rc3/R3]) + +print(tau.shape) +chi1 = (Zc3 + np.abs(-Zc3)) / Ri +chi2 = 0.0 +print(chi1) +for k in range(len(omega)): + chi2 = chi2 + np.abs(lambda_by_another_name(tau[1,k],omega[k])-lambda_by_another_name(tau[0,k],omega[k])) + print("chi2 =", chi2) + print("lambda_1,",k," =", lambda_by_another_name(tau[1,k],omega[k])) + print("lambda_0,",k," =", lambda_by_another_name(tau[0,k],omega[k])) + +print(chi1+chi2) +phi = (chi1 + 2.0 * chi2) / (2.0 * np.pi) + +print(phi) + + diff --git a/issue-3354/files from git/plot_solutions.ipynb b/issue-3354/files from git/plot_solutions.ipynb new file mode 100644 index 0000000000..ccbd1aed79 --- /dev/null +++ b/issue-3354/files from git/plot_solutions.ipynb @@ -0,0 +1,1271 @@ +{ + "cells": [ + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# `plot_solutions` Solution Comparison Tool\n", + "\n", + "This tool plots the solution vectors (i.e. final values of optimisation parameters) for different runs of PROCESS. This allows visual comparisons of different solution points.\n", + "\n", + "It can use different intra-solution optimisation parameter normalisations (e.g. initial value, parameter range) and inter-solution normalisations (e.g. normalise to a certain solution).\n", + "\n", + "### Known Limitations\n", + "\n", + "- The solution vectors (optimisation parameter values at the solution) currently plotted are normalised to the initial point (from the `IN.DAT`) of each solution: each element of the vector is the $x_{final}/x_{initial}$, the `xcmxxx` values in the `MFILE.DAT`. This allows all optimisation parameters to be plotted on the same axis, showing the relative changes from their initial values across multiple solutions.\n", + "- Solutions being plotted together must also have the same optimisation parameters.\n", + "- The solutions plotted in this example are fictitious." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "# Reload Process each time (keep editable install up-to-date)\n", + "%load_ext autoreload\n", + "%autoreload 2\n", + "\n", + "from pathlib import Path\n", + "\n", + "from process.io.plot_solutions import RunMetadata, plot_mfile_solutions" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Plot single solution\n", + "\n", + "Plot a single solution, showing optimisation parameters normalised to their initial values." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "

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tagminmaxnorm_objfitvar001_namexcm001itvar002_namexcm002itvar003_namexcm003itvar004_name...itvar038_namexcm038itvar039_namexcm039itvar040_namexcm040itvar041_namexcm041itvar042_namexcm042
0old baseline solution-14.0-0.37947bt1.0355rmajor1.0te1.054beta...oh_steel_frac1.2337foh_stress1.1482fimp(13)1.0682fne00.99397fncycle1.0
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\n", + "
" + ], + "text/plain": [ + " tag minmax norm_objf itvar001_name xcm001 \\\n", + "0 old baseline solution -14.0 -0.37947 bt 1.0355 \n", + "\n", + " itvar002_name xcm002 itvar003_name xcm003 itvar004_name ... \\\n", + "0 rmajor 1.0 te 1.054 beta ... \n", + "\n", + " itvar038_name xcm038 itvar039_name xcm039 itvar040_name xcm040 \\\n", + "0 oh_steel_frac 1.2337 foh_stress 1.1482 fimp(13) 1.0682 \n", + "\n", + " itvar041_name xcm041 itvar042_name xcm042 \n", + "0 fne0 0.99397 fncycle 1.0 \n", + "\n", + "[1 rows x 87 columns]" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "data_dir = Path(\"/home/apearce/process/process_cs/issue-3354\")\n", + "runs_metadata = [\n", + " RunMetadata(data_dir / \"old_baseline_solution/older/A_28_R_86_350MW_MFILE.DAT\", \"old baseline solution\"),\n", + "]\n", + "\n", + "# Figure and dataframe returned for optional further modification\n", + "fig1, df1 = plot_mfile_solutions(\n", + " runs_metadata=runs_metadata,\n", + " plot_title=\"Old DEMO Baseline Solution\",\n", + ")\n", + "df1" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Plot two solutions\n", + "\n", + "Plot two MFILEs together, showing normalised values of the optimisation parameters at the solution points, as well as the objective function values." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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tagminmaxnorm_objfitvar001_namexcm001itvar002_namexcm002itvar003_namexcm003itvar004_name...xcm038itvar039_namexcm039itvar040_namexcm040itvar041_namexcm041itvar042_namexcm042objf_name
0old baseline solution-14.0-0.379470bt1.035500rmajor1.0te1.054000beta...1.233700foh_stress1.148200fimp(13)1.068200fne00.99397fncycle1.0NaN
1Middle baseline solution-14.0-0.379593bt1.040395rmajor1.0te1.060938beta...1.253366fimp(13)1.106365fne00.993967fncycle1.00000NaNNaNpulse length
2New baseline solution-14.0-0.310597bt1.060171rmajor1.0te1.093963beta...1.179461fimp(13)1.176066fne00.993967fncycle1.00000NaNNaNpulse length
\n", + "

3 rows × 88 columns

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" + ], + "text/plain": [ + " tag minmax norm_objf itvar001_name xcm001 \\\n", + "0 old baseline solution -14.0 -0.379470 bt 1.035500 \n", + "1 Middle baseline solution -14.0 -0.379593 bt 1.040395 \n", + "2 New baseline solution -14.0 -0.310597 bt 1.060171 \n", + "\n", + " itvar002_name xcm002 itvar003_name xcm003 itvar004_name ... xcm038 \\\n", + "0 rmajor 1.0 te 1.054000 beta ... 1.233700 \n", + "1 rmajor 1.0 te 1.060938 beta ... 1.253366 \n", + "2 rmajor 1.0 te 1.093963 beta ... 1.179461 \n", + "\n", + " itvar039_name xcm039 itvar040_name xcm040 itvar041_name xcm041 \\\n", + "0 foh_stress 1.148200 fimp(13) 1.068200 fne0 0.99397 \n", + "1 fimp(13) 1.106365 fne0 0.993967 fncycle 1.00000 \n", + "2 fimp(13) 1.176066 fne0 0.993967 fncycle 1.00000 \n", + "\n", + " itvar042_name xcm042 objf_name \n", + "0 fncycle 1.0 NaN \n", + "1 NaN NaN pulse length \n", + "2 NaN NaN pulse length \n", + "\n", + "[3 rows x 88 columns]" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "runs_metadata = [\n", + " RunMetadata(data_dir / \"old_baseline_solution/older/A_28_R_86_350MW_MFILE.DAT\", \"old baseline solution\"),\n", + " RunMetadata(data_dir / \"VV_model_without_new_changes/A_28_R_86_350MW_MFILE_NEW.DAT\", \"Middle baseline solution\"),\n", + " RunMetadata(data_dir / \"A_28_R_86_350MW_MFILE.DAT\", \"New baseline solution\"),\n", + "]\n", + "\n", + "fig2, df2 = plot_mfile_solutions(\n", + " runs_metadata=runs_metadata,\n", + " plot_title=\"compare old and new baseline solutions\",\n", + ")\n", + "df2" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Plot one solution normalised to another\n", + "\n", + "Normalised differences, relative to the a given solution, can also be plotted:" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "ename": "ValueError", + "evalue": "Unable to coerce to DataFrame, shape must be (2, 41): given (0, 41)", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mValueError\u001b[0m Traceback (most recent call last)", + "\u001b[0;32m/tmp/ipykernel_15918/2339219012.py\u001b[0m in \u001b[0;36m?\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m fig3, df3 = plot_mfile_solutions(\n\u001b[0m\u001b[1;32m 2\u001b[0m \u001b[0mruns_metadata\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mruns_metadata\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 3\u001b[0m \u001b[0mplot_title\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m\"Large tokamak 2 solution, relative to large tokamak 1\"\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 4\u001b[0m \u001b[0mnormalising_tag\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m\"large tokamak 1\"\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32m~/process/process_cs/process/io/plot_solutions.py\u001b[0m in \u001b[0;36m?\u001b[0;34m(runs_metadata, plot_title, normalising_tag, rmse, normalisation_type)\u001b[0m\n\u001b[1;32m 92\u001b[0m )\n\u001b[1;32m 93\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 94\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mnormalising_tag\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 95\u001b[0m \u001b[0;31m# Calculate the normalised diffs relative to the tagged solution\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 96\u001b[0;31m plot_results_df = _normalise_diffs(\n\u001b[0m\u001b[1;32m 97\u001b[0m \u001b[0mfiltered_results_df\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 98\u001b[0m \u001b[0mopt_param_value_pattern\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mopt_param_value_pattern\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 99\u001b[0m \u001b[0mnormalising_tag\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mnormalising_tag\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32m~/process/process_cs/process/io/plot_solutions.py\u001b[0m in \u001b[0;36m?\u001b[0;34m(results_df, opt_param_value_pattern, normalising_tag)\u001b[0m\n\u001b[1;32m 261\u001b[0m \u001b[0;34mf\"Can't normalise with 0-valued optimisation parameter at index {str(zero_indexes)}.\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 262\u001b[0m )\n\u001b[1;32m 263\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 264\u001b[0m normalised_solns_opt_params = (\n\u001b[0;32m--> 265\u001b[0;31m \u001b[0mnon_normalising_solns_opt_params\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0mnormalising_soln_opt_params_np\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 266\u001b[0m ) / abs(normalising_soln_opt_params_np)\n\u001b[1;32m 267\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 268\u001b[0m \u001b[0;31m# Combine dfs to get non-numerical info (metadata) alongside normalised diffs\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", + "\u001b[0;32m~/process/process_cs/env/lib/python3.11/site-packages/pandas/core/ops/common.py\u001b[0m in \u001b[0;36m?\u001b[0;34m(self, other)\u001b[0m\n\u001b[1;32m 72\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mNotImplemented\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 73\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 74\u001b[0m \u001b[0mother\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mitem_from_zerodim\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mother\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 75\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 76\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mmethod\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mother\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m", + "\u001b[0;32m~/process/process_cs/env/lib/python3.11/site-packages/pandas/core/arraylike.py\u001b[0m in \u001b[0;36m?\u001b[0;34m(self, other)\u001b[0m\n\u001b[1;32m 192\u001b[0m \u001b[0;34m@\u001b[0m\u001b[0munpack_zerodim_and_defer\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"__sub__\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 193\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0m__sub__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mother\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 194\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_arith_method\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mother\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moperator\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msub\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m", + "\u001b[0;32m~/process/process_cs/env/lib/python3.11/site-packages/pandas/core/frame.py\u001b[0m in \u001b[0;36m?\u001b[0;34m(self, other, op)\u001b[0m\n\u001b[1;32m 7906\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 7907\u001b[0m \u001b[0maxis\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mLiteral\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;36m1\u001b[0m \u001b[0;31m# only relevant for Series other case\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 7908\u001b[0m \u001b[0mother\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmaybe_prepare_scalar_for_op\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mother\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mshape\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0maxis\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 7909\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 7910\u001b[0;31m \u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mother\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_align_for_op\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mother\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0maxis\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mflex\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mTrue\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mlevel\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 7911\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 7912\u001b[0m \u001b[0;32mwith\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0merrstate\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mall\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m\"ignore\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 7913\u001b[0m \u001b[0mnew_data\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_dispatch_frame_op\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mother\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mop\u001b[0m\u001b[0;34m,\u001b[0m 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ValueError(\n\u001b[0m\u001b[1;32m 8170\u001b[0m \u001b[0;34m\"Unable to coerce to DataFrame, shape \"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 8171\u001b[0m \u001b[0;34mf\"must be {left.shape}: given {right.shape}\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 8172\u001b[0m )\n", + "\u001b[0;31mValueError\u001b[0m: Unable to coerce to DataFrame, shape must be (2, 41): given (0, 41)" + ] + } + ], + "source": [ + "fig3, df3 = plot_mfile_solutions(\n", + " runs_metadata=runs_metadata,\n", + " plot_title=\"Large tokamak 2 solution, relative to large tokamak 1\",\n", + " normalising_tag=\"large tokamak 1\",\n", + ")\n", + "df3" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Plot multiple solutions normalised by one\n", + "\n", + "Plot two MFILEs, normalised by a third MFILE." + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + 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tagobjf_namenorm_objfitvar001_namexcm001itvar002_namexcm002itvar003_namexcm003itvar004_name...itvar041_namexcm041itvar042_namexcm042itvar043_namexcm043itvar044_namexcm044itvar045_namexcm045
0large tokamak 1major radius1.60beta1.1216dene1.0756fwalld0.50758ffuspow...cpttf1.3815ralpne0.83954oh_steel_frac0.64835fimp(13)1.5039dr_tf_wp1.0083
1large tokamak 2major radius1.63beta1.3216dene1.0756fwalld0.51758ffuspow...cpttf1.3815ralpne0.83954oh_steel_frac0.64835fimp(13)1.5039dr_tf_wp1.1083
2large tokamak 3major radius1.50beta1.1216dene1.0756fwalld0.50758ffuspow...cpttf1.3815ralpne0.83954oh_steel_frac0.64835fimp(13)1.5039dr_tf_wp1.0083
\n", + "

3 rows × 93 columns

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" + ], + "text/plain": [ + " tag objf_name norm_objf itvar001_name xcm001 \\\n", + "0 large tokamak 1 major radius 1.60 beta 1.1216 \n", + "1 large tokamak 2 major radius 1.63 beta 1.3216 \n", + "2 large tokamak 3 major radius 1.50 beta 1.1216 \n", + "\n", + " itvar002_name xcm002 itvar003_name xcm003 itvar004_name ... \\\n", + "0 dene 1.0756 fwalld 0.50758 ffuspow ... \n", + "1 dene 1.0756 fwalld 0.51758 ffuspow ... \n", + "2 dene 1.0756 fwalld 0.50758 ffuspow ... \n", + "\n", + " itvar041_name xcm041 itvar042_name xcm042 itvar043_name xcm043 \\\n", + "0 cpttf 1.3815 ralpne 0.83954 oh_steel_frac 0.64835 \n", + "1 cpttf 1.3815 ralpne 0.83954 oh_steel_frac 0.64835 \n", + "2 cpttf 1.3815 ralpne 0.83954 oh_steel_frac 0.64835 \n", + "\n", + " itvar044_name xcm044 itvar045_name xcm045 \n", + "0 fimp(13) 1.5039 dr_tf_wp 1.0083 \n", + "1 fimp(13) 1.5039 dr_tf_wp 1.1083 \n", + "2 fimp(13) 1.5039 dr_tf_wp 1.0083 \n", + "\n", + "[3 rows x 93 columns]" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "runs_metadata = [\n", + " RunMetadata(data_dir / \"large_tokamak_1_MFILE.DAT\", \"large tokamak 1\"),\n", + " RunMetadata(data_dir / \"large_tokamak_2_MFILE.DAT\", \"large tokamak 2\"),\n", + " RunMetadata(data_dir / \"large_tokamak_3_MFILE.DAT\", \"large tokamak 3\"),\n", + "]\n", + "\n", + "fig4, df4 = plot_mfile_solutions(\n", + " runs_metadata,\n", + " \"2 large tokamak solutions, relative to large tokamak 1\",\n", + " normalising_tag=\"large tokamak 1\",\n", + ")\n", + "df4" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## RMS Errors\n", + "\n", + "Plot RMS errors of multiple solutions relative to a reference solution." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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tagobjf_namenorm_objfitvar001_namexcm001itvar002_namexcm002itvar003_namexcm003itvar004_name...itvar041_namexcm041itvar042_namexcm042itvar043_namexcm043itvar044_namexcm044itvar045_namexcm045
0large tokamak 1major radius1.60beta1.1216dene1.0756fwalld0.50758ffuspow...cpttf1.3815ralpne0.83954oh_steel_frac0.64835fimp(13)1.5039dr_tf_wp1.0083
1large tokamak 2major radius1.63beta1.3216dene1.0756fwalld0.51758ffuspow...cpttf1.3815ralpne0.83954oh_steel_frac0.64835fimp(13)1.5039dr_tf_wp1.1083
2large tokamak 3major radius1.50beta1.1216dene1.0756fwalld0.50758ffuspow...cpttf1.3815ralpne0.83954oh_steel_frac0.64835fimp(13)1.5039dr_tf_wp1.0083
3large tokamak 4major radius1.52beta1.1216dene1.0756fwalld0.50758ffuspow...cpttf1.3815ralpne0.83954oh_steel_frac0.64835fimp(13)1.5039dr_tf_wp1.0083
\n", + "

4 rows × 93 columns

\n", + "
" + ], + "text/plain": [ + " tag objf_name norm_objf itvar001_name xcm001 \\\n", + "0 large tokamak 1 major radius 1.60 beta 1.1216 \n", + "1 large tokamak 2 major radius 1.63 beta 1.3216 \n", + "2 large tokamak 3 major radius 1.50 beta 1.1216 \n", + "3 large tokamak 4 major radius 1.52 beta 1.1216 \n", + "\n", + " itvar002_name xcm002 itvar003_name xcm003 itvar004_name ... \\\n", + "0 dene 1.0756 fwalld 0.50758 ffuspow ... \n", + "1 dene 1.0756 fwalld 0.51758 ffuspow ... \n", + "2 dene 1.0756 fwalld 0.50758 ffuspow ... \n", + "3 dene 1.0756 fwalld 0.50758 ffuspow ... \n", + "\n", + " itvar041_name xcm041 itvar042_name xcm042 itvar043_name xcm043 \\\n", + "0 cpttf 1.3815 ralpne 0.83954 oh_steel_frac 0.64835 \n", + "1 cpttf 1.3815 ralpne 0.83954 oh_steel_frac 0.64835 \n", + "2 cpttf 1.3815 ralpne 0.83954 oh_steel_frac 0.64835 \n", + "3 cpttf 1.3815 ralpne 0.83954 oh_steel_frac 0.64835 \n", + "\n", + " itvar044_name xcm044 itvar045_name xcm045 \n", + "0 fimp(13) 1.5039 dr_tf_wp 1.0083 \n", + "1 fimp(13) 1.5039 dr_tf_wp 1.1083 \n", + "2 fimp(13) 1.5039 dr_tf_wp 1.0083 \n", + "3 fimp(13) 1.5039 dr_tf_wp 1.0083 \n", + "\n", + "[4 rows x 93 columns]" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "runs_metadata = [\n", + " RunMetadata(data_dir / \"large_tokamak_1_MFILE.DAT\", \"large tokamak 1\"),\n", + " RunMetadata(data_dir / \"large_tokamak_2_MFILE.DAT\", \"large tokamak 2\"),\n", + " RunMetadata(data_dir / \"large_tokamak_3_MFILE.DAT\", \"large tokamak 3\"),\n", + " RunMetadata(data_dir / \"large_tokamak_4_MFILE.DAT\", \"large tokamak 4\"),\n", + "]\n", + "\n", + "fig5, df5 = plot_mfile_solutions(\n", + " runs_metadata,\n", + " \"3 large tokamak solutions with RMS errors normalised to large tokamak 1\",\n", + " normalising_tag=\"large tokamak 1\",\n", + " rmse=True,\n", + ")\n", + "df5" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Solutions normalised by range\n", + "\n", + "Use `nitvar` values instead; the solution optimisation parameters are normalised to the range of their upper and lower bounds." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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tagobjf_namenorm_objfitvar001_namenitvar001itvar002_namenitvar002itvar003_namenitvar003itvar004_name...itvar041_namenitvar041itvar042_namenitvar042itvar043_namenitvar043itvar044_namenitvar044itvar045_namenitvar045
0large tokamak 1major radius1.60beta0.032681dene0.071381fwalld0.50709ffuspow...cpttf0.99182ralpne0.67908oh_steel_frac0.5455fimp(13)0.057148dr_tf_wp0.0651
1large tokamak 2major radius1.63beta0.042681dene0.071381fwalld0.70709ffuspow...cpttf0.99182ralpne0.67908oh_steel_frac0.5455fimp(13)0.057148dr_tf_wp0.0651
2large tokamak 3major radius1.50beta0.022681dene0.071381fwalld0.50709ffuspow...cpttf0.99182ralpne0.67908oh_steel_frac0.5455fimp(13)0.057148dr_tf_wp0.0651
3large tokamak 4major radius1.52beta0.032681dene0.071381fwalld0.40709ffuspow...cpttf0.99182ralpne0.67908oh_steel_frac0.5455fimp(13)0.057148dr_tf_wp0.0651
\n", + "

4 rows × 93 columns

\n", + "
" + ], + "text/plain": [ + " tag objf_name norm_objf itvar001_name nitvar001 \\\n", + "0 large tokamak 1 major radius 1.60 beta 0.032681 \n", + "1 large tokamak 2 major radius 1.63 beta 0.042681 \n", + "2 large tokamak 3 major radius 1.50 beta 0.022681 \n", + "3 large tokamak 4 major radius 1.52 beta 0.032681 \n", + "\n", + " itvar002_name nitvar002 itvar003_name nitvar003 itvar004_name ... \\\n", + "0 dene 0.071381 fwalld 0.50709 ffuspow ... \n", + "1 dene 0.071381 fwalld 0.70709 ffuspow ... \n", + "2 dene 0.071381 fwalld 0.50709 ffuspow ... \n", + "3 dene 0.071381 fwalld 0.40709 ffuspow ... \n", + "\n", + " itvar041_name nitvar041 itvar042_name nitvar042 itvar043_name nitvar043 \\\n", + "0 cpttf 0.99182 ralpne 0.67908 oh_steel_frac 0.5455 \n", + "1 cpttf 0.99182 ralpne 0.67908 oh_steel_frac 0.5455 \n", + "2 cpttf 0.99182 ralpne 0.67908 oh_steel_frac 0.5455 \n", + "3 cpttf 0.99182 ralpne 0.67908 oh_steel_frac 0.5455 \n", + "\n", + " itvar044_name nitvar044 itvar045_name nitvar045 \n", + "0 fimp(13) 0.057148 dr_tf_wp 0.0651 \n", + "1 fimp(13) 0.057148 dr_tf_wp 0.0651 \n", + "2 fimp(13) 0.057148 dr_tf_wp 0.0651 \n", + "3 fimp(13) 0.057148 dr_tf_wp 0.0651 \n", + "\n", + "[4 rows x 93 columns]" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "runs_metadata = [\n", + " RunMetadata(data_dir / \"large_tokamak_1_MFILE.DAT\", \"large tokamak 1\"),\n", + " RunMetadata(data_dir / \"large_tokamak_2_MFILE.DAT\", \"large tokamak 2\"),\n", + " RunMetadata(data_dir / \"large_tokamak_3_MFILE.DAT\", \"large tokamak 3\"),\n", + " RunMetadata(data_dir / \"large_tokamak_4_MFILE.DAT\", \"large tokamak 4\"),\n", + "]\n", + "\n", + "fig6, df6 = plot_mfile_solutions(\n", + " runs_metadata,\n", + " \"4 large tokamak solutions normalised to the range of the optimisation parameters\",\n", + " normalisation_type=\"range\",\n", + ")\n", + "df6" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Actual values" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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tagobjf_namenorm_objfitvar001_nameitvar001itvar002_nameitvar002itvar003_nameitvar003itvar004_name...itvar041_nameitvar041itvar042_nameitvar042itvar043_nameitvar043itvar044_nameitvar044itvar045_nameitvar045
0large tokamak 1major radius1.60beta0.033648dene8.066700e+19fwalld0.50758ffuspow...cpttf89795.0ralpne0.083954oh_steel_frac0.51868fimp(13)0.000571dr_tf_wp0.50416
1large tokamak 2major radius1.63beta0.034648dene8.056700e+19fwalld0.50258ffuspow...cpttf89795.0ralpne0.083954oh_steel_frac0.51868fimp(13)0.000571dr_tf_wp0.50416
2large tokamak 3major radius1.50beta0.033648dene8.066700e+19fwalld0.50758ffuspow...cpttf88795.0ralpne0.081954oh_steel_frac0.52868fimp(13)0.000531dr_tf_wp0.57416
3large tokamak 4major radius1.52beta0.037648dene8.366700e+19fwalld0.55758ffuspow...cpttf89795.0ralpne0.083954oh_steel_frac0.51868fimp(13)0.000571dr_tf_wp0.50416
\n", + "

4 rows × 93 columns

\n", + "
" + ], + "text/plain": [ + " tag objf_name norm_objf itvar001_name itvar001 \\\n", + "0 large tokamak 1 major radius 1.60 beta 0.033648 \n", + "1 large tokamak 2 major radius 1.63 beta 0.034648 \n", + "2 large tokamak 3 major radius 1.50 beta 0.033648 \n", + "3 large tokamak 4 major radius 1.52 beta 0.037648 \n", + "\n", + " itvar002_name itvar002 itvar003_name itvar003 itvar004_name ... \\\n", + "0 dene 8.066700e+19 fwalld 0.50758 ffuspow ... \n", + "1 dene 8.056700e+19 fwalld 0.50258 ffuspow ... \n", + "2 dene 8.066700e+19 fwalld 0.50758 ffuspow ... \n", + "3 dene 8.366700e+19 fwalld 0.55758 ffuspow ... \n", + "\n", + " itvar041_name itvar041 itvar042_name itvar042 itvar043_name itvar043 \\\n", + "0 cpttf 89795.0 ralpne 0.083954 oh_steel_frac 0.51868 \n", + "1 cpttf 89795.0 ralpne 0.083954 oh_steel_frac 0.51868 \n", + "2 cpttf 88795.0 ralpne 0.081954 oh_steel_frac 0.52868 \n", + "3 cpttf 89795.0 ralpne 0.083954 oh_steel_frac 0.51868 \n", + "\n", + " itvar044_name itvar044 itvar045_name itvar045 \n", + "0 fimp(13) 0.000571 dr_tf_wp 0.50416 \n", + "1 fimp(13) 0.000571 dr_tf_wp 0.50416 \n", + "2 fimp(13) 0.000531 dr_tf_wp 0.57416 \n", + "3 fimp(13) 0.000571 dr_tf_wp 0.50416 \n", + "\n", + "[4 rows x 93 columns]" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "runs_metadata = [\n", + " RunMetadata(data_dir / \"large_tokamak_1_MFILE.DAT\", \"large tokamak 1\"),\n", + " RunMetadata(data_dir / \"large_tokamak_2_MFILE.DAT\", \"large tokamak 2\"),\n", + " RunMetadata(data_dir / \"large_tokamak_3_MFILE.DAT\", \"large tokamak 3\"),\n", + " RunMetadata(data_dir / \"large_tokamak_4_MFILE.DAT\", \"large tokamak 4\"),\n", + "]\n", + "\n", + "fig7, df7 = plot_mfile_solutions(\n", + " runs_metadata,\n", + " \"4 large tokamak solutions normalised to the range of the optimisation parameters\",\n", + " normalisation_type=None,\n", + ")\n", + "df7" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "env", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.10" + }, + "orig_nbformat": 4 + }, + "nbformat": 4, + "nbformat_minor": 2 +} From 3066d7f7a0d89aa3044a4637947eb1435f178c73 Mon Sep 17 00:00:00 2001 From: apearce Date: Mon, 4 Nov 2024 16:29:14 +0000 Subject: [PATCH 09/14] =?UTF-8?q?=E2=9C=A8=20add=20integral=20for=20theta?= =?UTF-8?q?=20factor=20into=20VV=20quench=20calculaiton?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- process/sctfcoil.py | 15 ++++++++++++++- source/fortran/input.f90 | 2 +- 2 files changed, 15 insertions(+), 2 deletions(-) diff --git a/process/sctfcoil.py b/process/sctfcoil.py index 648d4ef9b5..f608d3e7d3 100644 --- a/process/sctfcoil.py +++ b/process/sctfcoil.py @@ -4,7 +4,20 @@ import numba import numpy as np -from scipy import optimize + +from process.fortran import rebco_variables +from process.fortran import global_variables +from process.fortran import tfcoil_variables +from process.fortran import physics_variables +from process.fortran import build_variables +from process.fortran import constants +from process.fortran import sctfcoil_module +from process.fortran import process_output as po +from process.fortran import error_handling +from process.fortran import fwbs_variables +from process.fortran import pfcoil_variables +from process.fortran import numerics +from process.fortran import divertor_variables import process.superconductors as superconductors from process import process_output as po diff --git a/source/fortran/input.f90 b/source/fortran/input.f90 index e60b0c813c..da0977e077 100644 --- a/source/fortran/input.f90 +++ b/source/fortran/input.f90 @@ -175,7 +175,7 @@ subroutine parse_input_file(in_file,out_file,show_changes) fstrcond, fptemp, ftmargoh, fvs, fbeta_max, vvhealw, fpnetel, ft_burn, & ffuspow, fpsepr, ptfnucmax, fvdump, pdivtlim, falpha_energy_confinement, nbshinefmax, & fcqt, fzeffmax, fstrcase, fhldiv, foh_stress, fwalld, gammax, fjprot, & - ft_current_ramp_up, ftohs, tcycmn, auxmin, zeffmax, peakfactrad, fdtmp, fpoloidalpower, & + ft_current_ramp_up, ftohs, tcycmn, auxmin, zeffmax, f_fw_rad_max, fdtmp, fpoloidalpower, & fnbshinef, freinke, fvvhe, fqval, fq, fmaxvvstress, fbeta_poloidal, fbeta_poloidal_eps, fjohc, & fflutf, bmxlim, t_burn_min, fbeta_min, fecrh_ignition, fstr_wp, fncycle, i_use_fixed_q_factor, & fixed_q_factor From 1edd4b724c62644b9e8422b8ee0965c961f86462 Mon Sep 17 00:00:00 2001 From: apearce Date: Fri, 28 Feb 2025 13:59:06 +0000 Subject: [PATCH 10/14] =?UTF-8?q?=F0=9F=94=A5=20fix=20inputs?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit 🔥 remove unneeded imports --- issue-3354/A_28_R_86_350MW_open_source.7z | Bin 46807 -> 0 bytes .../A_28_R_86_350MW_open_source.7z | Bin 46807 -> 0 bytes issue-3354/files from git/integral_script.py | 81 -- .../files from git/plot_solutions.ipynb | 1271 ----------------- issue-3354/integral_script.py | 81 -- 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zq6wO%P-6|0hh+syu!U{@lYy?89{=s5M+2#eTuVD^70ciM*;}vx7Y4xLwE+o$vH%AQ b0RRCb0|5aAT>t=p01SaP3IX~Zk*)v$*LVz2 diff --git a/issue-3354/files from git/integral_script.py b/issue-3354/files from git/integral_script.py deleted file mode 100644 index 259e3edcd5..0000000000 --- a/issue-3354/files from git/integral_script.py +++ /dev/null @@ -1,81 +0,0 @@ -# here a quick dirty python implementation of the integral in appendix A -import numpy as np - - -def lambda_by_another_name(tau, omega): - """ - words - """ - p = 1.0 - omega**2.0 - - if (p < 0): - integral = (1.0 / np.sqrt(np.abs(p)))*np.arcsin((1.0+omega*tau)/(tau+omega)) - #elif(p==0): # add and almost for # but how does htisfnkjve vkeqf vf # i dont this can be - # integral = - else: - integral = (1.0 / np.sqrt(np.abs(p)))*np.log((2.0*(1.0+tau*omega-np.sqrt(p*(1-tau**2.0))))/(tau+omega)) - - return integral - - - -# input to the function -Ro = 13.09 #14.016 # outer radius of the toroidal structure -Ri = 4.45 #3.911 # inner radius of the toroidal structure -Rm = 7.88 # peak R posiiton of the toroidal structre -H = 7.90 #8.089 #Max height of toroidal structure - -#question is how do i select theta1? - - -theta1 = np.pi * (1.0/180.0) -theta2 = np.pi / 2.0 + theta1 -a = (Ro - Ri) / 2.0 -Rbar = (Ro + Ri) /2.0 -A = Rbar / a -delta = (Rbar - Rm ) /a -kappa = H / a -iota = (1.0 + delta) / kappa - -denom = np.cos(theta1) + np.sin(theta1) - 1.0 - -R1 = H*((np.cos(theta1) + iota*(np.sin(theta1) - 1.0)) / denom) -R2 = H*((np.cos(theta1) - 1.0 + iota* np.sin(theta1)) / denom) -R3 = H * (1 - delta) / kappa - -Rc1 = (H / kappa) * (A + 1.0) - R1 -Rc2 = Rc1 + (R1 - R2) * np.cos(theta1) -Rc3 = Rc2 -Zc1 = 0.0 -Zc2 = (R1 - R2) * np.sin(theta1) -Zc3 = Zc2 + R2 - R3 -# i assume index 4,5,6 are reflexed around z = 0 wee need to add these now -Rc4 = Rc1 -Rc5 = Rc2 -Rc6 = Rc3 -Zc4 = -Zc1 -Zc5 = -Zc2 -Zc6 = -Zc3 - -#tau = np.array([[np.cos(theta1),np.cos(theta1+theta2),-1.0,np.cos(theta1),np.cos(theta1+theta2),-1.0],[1.0,np.cos(theta1),np.cos(theta1+theta2),1.0,np.cos(theta1),np.cos(theta1+theta2)]]) # this does habe k up to 6 indices -tau = np.array([[np.cos(theta1),np.cos(theta1+theta2),-1.0],[1.0,np.cos(theta1),np.cos(theta1+theta2)]]) # this does habe k up to 6 indices - -#omega = np.array([Rc1/R1,Rc2/R2,Rc3/R3,Rc4/R1,Rc5/R2,Rc6/R3]) -omega = np.array([Rc1/R1,Rc2/R2,Rc3/R3]) - -print(tau.shape) -chi1 = (Zc3 + np.abs(-Zc3)) / Ri -chi2 = 0.0 -print(chi1) -for k in range(len(omega)): - chi2 = chi2 + np.abs(lambda_by_another_name(tau[1,k],omega[k])-lambda_by_another_name(tau[0,k],omega[k])) - print("chi2 =", chi2) - print("lambda_1,",k," =", lambda_by_another_name(tau[1,k],omega[k])) - print("lambda_0,",k," =", lambda_by_another_name(tau[0,k],omega[k])) - -print(chi1+chi2) -phi = (chi1 + 2.0 * chi2) / (2.0 * np.pi) - -print(phi) - - diff --git a/issue-3354/files from git/plot_solutions.ipynb b/issue-3354/files from git/plot_solutions.ipynb deleted file mode 100644 index ccbd1aed79..0000000000 --- a/issue-3354/files from git/plot_solutions.ipynb +++ /dev/null @@ -1,1271 +0,0 @@ -{ - "cells": [ - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# `plot_solutions` Solution Comparison Tool\n", - "\n", - "This tool plots the solution vectors (i.e. final values of optimisation parameters) for different runs of PROCESS. This allows visual comparisons of different solution points.\n", - "\n", - "It can use different intra-solution optimisation parameter normalisations (e.g. initial value, parameter range) and inter-solution normalisations (e.g. normalise to a certain solution).\n", - "\n", - "### Known Limitations\n", - "\n", - "- The solution vectors (optimisation parameter values at the solution) currently plotted are normalised to the initial point (from the `IN.DAT`) of each solution: each element of the vector is the $x_{final}/x_{initial}$, the `xcmxxx` values in the `MFILE.DAT`. This allows all optimisation parameters to be plotted on the same axis, showing the relative changes from their initial values across multiple solutions.\n", - "- Solutions being plotted together must also have the same optimisation parameters.\n", - "- The solutions plotted in this example are fictitious." - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "# Reload Process each time (keep editable install up-to-date)\n", - "%load_ext autoreload\n", - "%autoreload 2\n", - "\n", - "from pathlib import Path\n", - "\n", - "from process.io.plot_solutions import RunMetadata, plot_mfile_solutions" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Plot single solution\n", - "\n", - "Plot a single solution, showing optimisation parameters normalised to their initial values." - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "

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" - ], - "text/plain": [ - " tag minmax norm_objf itvar001_name xcm001 \\\n", - "0 old baseline solution -14.0 -0.37947 bt 1.0355 \n", - "\n", - " itvar002_name xcm002 itvar003_name xcm003 itvar004_name ... \\\n", - "0 rmajor 1.0 te 1.054 beta ... \n", - "\n", - " itvar038_name xcm038 itvar039_name xcm039 itvar040_name xcm040 \\\n", - "0 oh_steel_frac 1.2337 foh_stress 1.1482 fimp(13) 1.0682 \n", - "\n", - " itvar041_name xcm041 itvar042_name xcm042 \n", - "0 fne0 0.99397 fncycle 1.0 \n", - "\n", - "[1 rows x 87 columns]" - ] - }, - "execution_count": 2, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "data_dir = Path(\"/home/apearce/process/process_cs/issue-3354\")\n", - "runs_metadata = [\n", - " RunMetadata(data_dir / \"old_baseline_solution/older/A_28_R_86_350MW_MFILE.DAT\", \"old baseline solution\"),\n", - "]\n", - "\n", - "# Figure and dataframe returned for optional further modification\n", - "fig1, df1 = plot_mfile_solutions(\n", - " runs_metadata=runs_metadata,\n", - " plot_title=\"Old DEMO Baseline Solution\",\n", - ")\n", - "df1" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Plot two solutions\n", - "\n", - "Plot two MFILEs together, showing normalised values of the optimisation parameters at the solution points, as well as the objective function values." - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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tagminmaxnorm_objfitvar001_namexcm001itvar002_namexcm002itvar003_namexcm003itvar004_name...xcm038itvar039_namexcm039itvar040_namexcm040itvar041_namexcm041itvar042_namexcm042objf_name
0old baseline solution-14.0-0.379470bt1.035500rmajor1.0te1.054000beta...1.233700foh_stress1.148200fimp(13)1.068200fne00.99397fncycle1.0NaN
1Middle baseline solution-14.0-0.379593bt1.040395rmajor1.0te1.060938beta...1.253366fimp(13)1.106365fne00.993967fncycle1.00000NaNNaNpulse length
2New baseline solution-14.0-0.310597bt1.060171rmajor1.0te1.093963beta...1.179461fimp(13)1.176066fne00.993967fncycle1.00000NaNNaNpulse length
\n", - "

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" - ], - "text/plain": [ - " tag minmax norm_objf itvar001_name xcm001 \\\n", - "0 old baseline solution -14.0 -0.379470 bt 1.035500 \n", - "1 Middle baseline solution -14.0 -0.379593 bt 1.040395 \n", - "2 New baseline solution -14.0 -0.310597 bt 1.060171 \n", - "\n", - " itvar002_name xcm002 itvar003_name xcm003 itvar004_name ... xcm038 \\\n", - "0 rmajor 1.0 te 1.054000 beta ... 1.233700 \n", - "1 rmajor 1.0 te 1.060938 beta ... 1.253366 \n", - "2 rmajor 1.0 te 1.093963 beta ... 1.179461 \n", - "\n", - " itvar039_name xcm039 itvar040_name xcm040 itvar041_name xcm041 \\\n", - "0 foh_stress 1.148200 fimp(13) 1.068200 fne0 0.99397 \n", - "1 fimp(13) 1.106365 fne0 0.993967 fncycle 1.00000 \n", - "2 fimp(13) 1.176066 fne0 0.993967 fncycle 1.00000 \n", - "\n", - " itvar042_name xcm042 objf_name \n", - "0 fncycle 1.0 NaN \n", - "1 NaN NaN pulse length \n", - "2 NaN NaN pulse length \n", - "\n", - "[3 rows x 88 columns]" - ] - }, - "execution_count": 3, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "runs_metadata = [\n", - " RunMetadata(data_dir / \"old_baseline_solution/older/A_28_R_86_350MW_MFILE.DAT\", \"old baseline solution\"),\n", - " RunMetadata(data_dir / \"VV_model_without_new_changes/A_28_R_86_350MW_MFILE_NEW.DAT\", \"Middle baseline solution\"),\n", - " RunMetadata(data_dir / \"A_28_R_86_350MW_MFILE.DAT\", \"New baseline solution\"),\n", - "]\n", - "\n", - "fig2, df2 = plot_mfile_solutions(\n", - " runs_metadata=runs_metadata,\n", - " plot_title=\"compare old and new baseline solutions\",\n", - ")\n", - "df2" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Plot one solution normalised to another\n", - "\n", - "Normalised differences, relative to the a given solution, can also be plotted:" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "ename": "ValueError", - "evalue": "Unable to coerce to DataFrame, shape must be (2, 41): given (0, 41)", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mValueError\u001b[0m Traceback (most recent call last)", - "\u001b[0;32m/tmp/ipykernel_15918/2339219012.py\u001b[0m in \u001b[0;36m?\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m fig3, df3 = plot_mfile_solutions(\n\u001b[0m\u001b[1;32m 2\u001b[0m \u001b[0mruns_metadata\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mruns_metadata\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 3\u001b[0m \u001b[0mplot_title\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m\"Large tokamak 2 solution, relative to large tokamak 1\"\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 4\u001b[0m \u001b[0mnormalising_tag\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m\"large tokamak 1\"\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m~/process/process_cs/process/io/plot_solutions.py\u001b[0m in \u001b[0;36m?\u001b[0;34m(runs_metadata, plot_title, normalising_tag, rmse, normalisation_type)\u001b[0m\n\u001b[1;32m 92\u001b[0m )\n\u001b[1;32m 93\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 94\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mnormalising_tag\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 95\u001b[0m \u001b[0;31m# Calculate the normalised diffs relative to the tagged solution\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 96\u001b[0;31m plot_results_df = _normalise_diffs(\n\u001b[0m\u001b[1;32m 97\u001b[0m \u001b[0mfiltered_results_df\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 98\u001b[0m \u001b[0mopt_param_value_pattern\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mopt_param_value_pattern\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 99\u001b[0m \u001b[0mnormalising_tag\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mnormalising_tag\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m~/process/process_cs/process/io/plot_solutions.py\u001b[0m in \u001b[0;36m?\u001b[0;34m(results_df, opt_param_value_pattern, normalising_tag)\u001b[0m\n\u001b[1;32m 261\u001b[0m \u001b[0;34mf\"Can't normalise with 0-valued optimisation parameter at index {str(zero_indexes)}.\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 262\u001b[0m )\n\u001b[1;32m 263\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 264\u001b[0m normalised_solns_opt_params = (\n\u001b[0;32m--> 265\u001b[0;31m \u001b[0mnon_normalising_solns_opt_params\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0mnormalising_soln_opt_params_np\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 266\u001b[0m ) / abs(normalising_soln_opt_params_np)\n\u001b[1;32m 267\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 268\u001b[0m \u001b[0;31m# Combine dfs to get non-numerical info (metadata) alongside normalised diffs\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m~/process/process_cs/env/lib/python3.11/site-packages/pandas/core/ops/common.py\u001b[0m in \u001b[0;36m?\u001b[0;34m(self, other)\u001b[0m\n\u001b[1;32m 72\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mNotImplemented\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 73\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 74\u001b[0m \u001b[0mother\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mitem_from_zerodim\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mother\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 75\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 76\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mmethod\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mother\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m", - "\u001b[0;32m~/process/process_cs/env/lib/python3.11/site-packages/pandas/core/arraylike.py\u001b[0m in \u001b[0;36m?\u001b[0;34m(self, other)\u001b[0m\n\u001b[1;32m 192\u001b[0m \u001b[0;34m@\u001b[0m\u001b[0munpack_zerodim_and_defer\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"__sub__\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 193\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0m__sub__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mother\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 194\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_arith_method\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mother\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moperator\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msub\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m", - "\u001b[0;32m~/process/process_cs/env/lib/python3.11/site-packages/pandas/core/frame.py\u001b[0m in \u001b[0;36m?\u001b[0;34m(self, other, op)\u001b[0m\n\u001b[1;32m 7906\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 7907\u001b[0m \u001b[0maxis\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mLiteral\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;36m1\u001b[0m \u001b[0;31m# only relevant for Series other case\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 7908\u001b[0m \u001b[0mother\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmaybe_prepare_scalar_for_op\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mother\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mshape\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0maxis\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 7909\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 7910\u001b[0;31m \u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mother\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_align_for_op\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mother\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0maxis\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mflex\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mTrue\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mlevel\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 7911\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 7912\u001b[0m \u001b[0;32mwith\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0merrstate\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mall\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m\"ignore\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 7913\u001b[0m \u001b[0mnew_data\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_dispatch_frame_op\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mother\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mop\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0maxis\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0maxis\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m~/process/process_cs/env/lib/python3.11/site-packages/pandas/core/frame.py\u001b[0m in \u001b[0;36m?\u001b[0;34m(self, other, axis, flex, level)\u001b[0m\n\u001b[1;32m 8165\u001b[0m \u001b[0;31m# Broadcast along rows\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 8166\u001b[0m \u001b[0mright\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mto_series\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mright\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m:\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 8167\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 8168\u001b[0m \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 8169\u001b[0;31m raise ValueError(\n\u001b[0m\u001b[1;32m 8170\u001b[0m \u001b[0;34m\"Unable to coerce to DataFrame, shape \"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 8171\u001b[0m \u001b[0;34mf\"must be {left.shape}: given {right.shape}\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 8172\u001b[0m )\n", - "\u001b[0;31mValueError\u001b[0m: Unable to coerce to DataFrame, shape must be (2, 41): given (0, 41)" - ] - } - ], - "source": [ - "fig3, df3 = plot_mfile_solutions(\n", - " runs_metadata=runs_metadata,\n", - " plot_title=\"Large tokamak 2 solution, relative to large tokamak 1\",\n", - " normalising_tag=\"large tokamak 1\",\n", - ")\n", - "df3" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Plot multiple solutions normalised by one\n", - "\n", - "Plot two MFILEs, normalised by a third MFILE." - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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tagobjf_namenorm_objfitvar001_namexcm001itvar002_namexcm002itvar003_namexcm003itvar004_name...itvar041_namexcm041itvar042_namexcm042itvar043_namexcm043itvar044_namexcm044itvar045_namexcm045
0large tokamak 1major radius1.60beta1.1216dene1.0756fwalld0.50758ffuspow...cpttf1.3815ralpne0.83954oh_steel_frac0.64835fimp(13)1.5039dr_tf_wp1.0083
1large tokamak 2major radius1.63beta1.3216dene1.0756fwalld0.51758ffuspow...cpttf1.3815ralpne0.83954oh_steel_frac0.64835fimp(13)1.5039dr_tf_wp1.1083
2large tokamak 3major radius1.50beta1.1216dene1.0756fwalld0.50758ffuspow...cpttf1.3815ralpne0.83954oh_steel_frac0.64835fimp(13)1.5039dr_tf_wp1.0083
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" - ], - "text/plain": [ - " tag objf_name norm_objf itvar001_name xcm001 \\\n", - "0 large tokamak 1 major radius 1.60 beta 1.1216 \n", - "1 large tokamak 2 major radius 1.63 beta 1.3216 \n", - "2 large tokamak 3 major radius 1.50 beta 1.1216 \n", - "\n", - " itvar002_name xcm002 itvar003_name xcm003 itvar004_name ... \\\n", - "0 dene 1.0756 fwalld 0.50758 ffuspow ... \n", - "1 dene 1.0756 fwalld 0.51758 ffuspow ... \n", - "2 dene 1.0756 fwalld 0.50758 ffuspow ... \n", - "\n", - " itvar041_name xcm041 itvar042_name xcm042 itvar043_name xcm043 \\\n", - "0 cpttf 1.3815 ralpne 0.83954 oh_steel_frac 0.64835 \n", - "1 cpttf 1.3815 ralpne 0.83954 oh_steel_frac 0.64835 \n", - "2 cpttf 1.3815 ralpne 0.83954 oh_steel_frac 0.64835 \n", - "\n", - " itvar044_name xcm044 itvar045_name xcm045 \n", - "0 fimp(13) 1.5039 dr_tf_wp 1.0083 \n", - "1 fimp(13) 1.5039 dr_tf_wp 1.1083 \n", - "2 fimp(13) 1.5039 dr_tf_wp 1.0083 \n", - "\n", - "[3 rows x 93 columns]" - ] - }, - "execution_count": 5, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "runs_metadata = [\n", - " RunMetadata(data_dir / \"large_tokamak_1_MFILE.DAT\", \"large tokamak 1\"),\n", - " RunMetadata(data_dir / \"large_tokamak_2_MFILE.DAT\", \"large tokamak 2\"),\n", - " RunMetadata(data_dir / \"large_tokamak_3_MFILE.DAT\", \"large tokamak 3\"),\n", - "]\n", - "\n", - "fig4, df4 = plot_mfile_solutions(\n", - " runs_metadata,\n", - " \"2 large tokamak solutions, relative to large tokamak 1\",\n", - " normalising_tag=\"large tokamak 1\",\n", - ")\n", - "df4" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## RMS Errors\n", - "\n", - "Plot RMS errors of multiple solutions relative to a reference solution." - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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tagobjf_namenorm_objfitvar001_namexcm001itvar002_namexcm002itvar003_namexcm003itvar004_name...itvar041_namexcm041itvar042_namexcm042itvar043_namexcm043itvar044_namexcm044itvar045_namexcm045
0large tokamak 1major radius1.60beta1.1216dene1.0756fwalld0.50758ffuspow...cpttf1.3815ralpne0.83954oh_steel_frac0.64835fimp(13)1.5039dr_tf_wp1.0083
1large tokamak 2major radius1.63beta1.3216dene1.0756fwalld0.51758ffuspow...cpttf1.3815ralpne0.83954oh_steel_frac0.64835fimp(13)1.5039dr_tf_wp1.1083
2large tokamak 3major radius1.50beta1.1216dene1.0756fwalld0.50758ffuspow...cpttf1.3815ralpne0.83954oh_steel_frac0.64835fimp(13)1.5039dr_tf_wp1.0083
3large tokamak 4major radius1.52beta1.1216dene1.0756fwalld0.50758ffuspow...cpttf1.3815ralpne0.83954oh_steel_frac0.64835fimp(13)1.5039dr_tf_wp1.0083
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4 rows × 93 columns

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" - ], - "text/plain": [ - " tag objf_name norm_objf itvar001_name xcm001 \\\n", - "0 large tokamak 1 major radius 1.60 beta 1.1216 \n", - "1 large tokamak 2 major radius 1.63 beta 1.3216 \n", - "2 large tokamak 3 major radius 1.50 beta 1.1216 \n", - "3 large tokamak 4 major radius 1.52 beta 1.1216 \n", - "\n", - " itvar002_name xcm002 itvar003_name xcm003 itvar004_name ... \\\n", - "0 dene 1.0756 fwalld 0.50758 ffuspow ... \n", - "1 dene 1.0756 fwalld 0.51758 ffuspow ... \n", - "2 dene 1.0756 fwalld 0.50758 ffuspow ... \n", - "3 dene 1.0756 fwalld 0.50758 ffuspow ... \n", - "\n", - " itvar041_name xcm041 itvar042_name xcm042 itvar043_name xcm043 \\\n", - "0 cpttf 1.3815 ralpne 0.83954 oh_steel_frac 0.64835 \n", - "1 cpttf 1.3815 ralpne 0.83954 oh_steel_frac 0.64835 \n", - "2 cpttf 1.3815 ralpne 0.83954 oh_steel_frac 0.64835 \n", - "3 cpttf 1.3815 ralpne 0.83954 oh_steel_frac 0.64835 \n", - "\n", - " itvar044_name xcm044 itvar045_name xcm045 \n", - "0 fimp(13) 1.5039 dr_tf_wp 1.0083 \n", - "1 fimp(13) 1.5039 dr_tf_wp 1.1083 \n", - "2 fimp(13) 1.5039 dr_tf_wp 1.0083 \n", - "3 fimp(13) 1.5039 dr_tf_wp 1.0083 \n", - "\n", - "[4 rows x 93 columns]" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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WAHvr1i0unpJcpwCwU6ZMkdpfeV1zZP1WWFhYsAMHDuSmGzZsyHbq1KmI7Mj/ufv5+bEA2IsXL3JlycnJrI6OjtQxyFLY92vv3r0sAHb27NkS5b169WIZhmEfPXpU5HYLXvNYtmS/D0pKSuydO3ckykePHs0yDMNeu3aNK3v//j2rp6cncaxpaWmsrq4uO2zYMIn1X79+zero6EiVF7Rjxw6Z1+eSXPOdnZ2578WuXbtYPp/PDhs2TGK9vLw8iXOfZT//9lSrVo0dPHgwV5b//TMwMOCuzSz733nasGFDVigUcuX9+vVjVVRUJM4dWefv8OHDWXV1dYnl5IlbHosWLZLr/KuMfshuFX5+foiOjkZYWBh++eUXiEQi5ObmftO2vv7LPCUlBe/evYOzszMeP36MlJQUiWVr1KgBd3d3ibLDhw/D1NQUXbp04cpUVVUxbNgwieWuX7/O3bJ9//493r17h3fv3iEjIwPt27fH6dOn5bqFVtDly5eRnJyMkSNHSvTl6tSpE2rVqoWDBw9KrXPy5Em4u7ujffv22L17t9Rf7F/n5OPHj0hJSYGTkxOuXr0qta327dtL/PWe36rZs2dPiVsz+eWPHz+WuZ+MjAy8e/cOLVu2BMuyuHbtWonjLkhNTQ0qKiqIiYnBx48fZS5z7Ngx5Obmws/PD0pK/31dhg0bBm1tbZn5K0sikQhHjx5Ft27dYGVlxZUbGxvDy8sLZ86cQWpqqsQ6Pj4+ErdRnZycIBKJ8PTpUwDgWuQiIyMhFArljsXAwAC1atXC6dOnAQBnz54Fj8fDxIkT8ebNGzx8+BDA55a81q1bf9cwiX379pVo5c2/O/L1+VKUwYMHw8DAACYmJujYsSNSUlIQHh7OdUeSxcvLCzExMXj9+jVOnDiB169fF9pKWrduXVy/fh2//fYbEhMTsWzZMnTr1g3VqlUr9iGtDx8+4MSJE+jTpw/S0tK47/779+/h7u6Ohw8fSnUtGDZsmMzWHYFAgEGDBkmURUVFwcjICP369ePK+Hw+xowZg/T0dJw6dUpi+Z49e8LAwECiTFdXF8+fP//mriyDBg2S6Ldc8PP7luvUH3/8IXNf5XnNKYquri7u3LnDfQ8KKsnnHhUVhebNm0vcPTQwMOC6k3yrqKgo8Hg87i5PvvHjx4NlWRw6dKjE2yzJ74OzszPq1KkjUXb48GG0aNFCokVVT09P6lijo6Px6dMn9OvXj8vdu3fvwOPx0KxZM5l3Z+XxLdf8rVu3om/fvhg+fDjWrl0rsR6Px+POfbFYjA8fPiAvLw+Ojo4yc9K7d2/o6Ohw0/nn6W+//QZlZWWJ8tzcXIlrw9e5zz+nnJyckJmZiXv37pUo7p/dD5mJWrVqwdXVFQMGDEBkZCTS09PRuXPnb+pDdfbsWbi6ukJDQwO6urowMDDg+vHJqhwX9PTpU1hbW0tVDGrWrCkxnX8BHThwIAwMDCT+27BhA3JycqT2J4/8CpCdnZ3UvFq1anHz82VnZ6NTp05wcHDAv//+K/NBnMjISDRv3hyqqqrQ09ODgYEBVq9eLTM+c3Nzien8L72ZmZnM8q8rqUlJSfD29oaenh40NTVhYGAAZ2dnANK5lyfuggQCARYsWIBDhw6hWrVqaNOmDRYuXCgxgkFh+VNRUYGVlZVU/sra27dvkZmZKfPzrF27NsRiMZ49eyZRXvAzyK9k5ufa2dkZPXv2RGBgIPT19dG1a1eEhIQgJyen2HicnJy4bhOxsbFwdHSEo6Mj9PT0EBsbi9TUVNy4cYOrDH2r4o6hODNmzEB0dDT27NmDAQMGICUlpdgfgvz+rNu3b0dERASaNGki9b39mq2tLcLDw/Hu3TvcvHkTc+fOhbKyMnx8fHDs2LFC13v06BFYlsX06dOlvvv5w8AVfKhP1rUGAExNTaXO/adPn8LGxkbqePNvIRc8h2Vte/LkydDU1ETTpk1hY2ODUaNGFfssxNeK+/xKep1SVlbm+loXt6+yuuYU5++//8anT59ga2uL+vXrY+LEibh58yY3vySfe/5nWJCsfJXE06dPYWJiItWHtLBzQx4l+X0o7DdT1vessN/Mdu3aSeXv6NGj3/wgbEmv+U+ePMFvv/2Gnj17YsWKFTIbAcLCwtCgQQOu77mBgQEOHjxY6r+Zd+7cQffu3aGjowNtbW0YGBjgt99+AyB9/soT98/sh+xzXFCvXr0wfPhwPHjwoEQXk4SEBLRv3x61atXCkiVLYGZmBhUVFURFRWHp0qVSLbnfMzJF/rYWLVok1QcpX3m86EIgEMDDwwP79u3D4cOH4enpKTE/NjYWXbp0QZs2bbBq1SoYGxuDz+cjJCRE5sM5hfVdKqw8/w8YkUgENzc3fPjwAZMnT0atWrWgoaGBFy9ewNvbWyr3xcVdGD8/P3Tu3Bl79+7FkSNHMH36dMybNw8nTpyAg4ODXNsoTGEXG3kejihNxeWaYRjs3LkTFy5cwIEDB3DkyBEMHjwYQUFBuHDhQpHnXevWrbF+/Xo8fvwYsbGxcHJyAsMwaN26NWJjY2FiYgKxWPzdlePijqE49evXh6urKwCgW7duyMzMxLBhw9C6dWupH518AoEAPXr0QFhYGB4/fiz3OLE8Hg/169dH/fr10aJFC7Rt2xYRERHc/gvKP5cnTJggdecpX8GKQWHXmtIYHUfWNmrXro379+8jMjIShw8fxq5du7Bq1SrMmDFDriHCvvfzK0ggEBT6x015XXOK06ZNGyQkJGDfvn04evQoNmzYgKVLl2LNmjUYOnToN33uFV1Jfx9K4zczPDwcRkZGUvO/bmUtS8bGxjA2NkZUVBQuX74MR0dHifmbN2+Gt7c3unXrhokTJ8LQ0BA8Hg/z5s2T+UDwt56/nz59grOzM7S1tfH3339z461fvXoVkydPljp/i4v7Z/dTVI7znzQu6V/+Bw4cQE5ODvbv3y/x11xJbtdYWFjg7t27YFlWorJU8Elta2trAIC2tnahP6JFKawilv/0/P3796UeFLp//77U0/UMwyAiIgJdu3ZF7969cejQIbi4uHDzd+3aBVVVVRw5ckSi20JISEiJYy7KrVu38ODBA4SFhWHAgAFcecEnveWNuyjW1tYYP348xo8fj4cPH8Le3h5BQUHYvHmzRP6+7saQm5uLJ0+eFPlZ5beOFXzCWVZrjLx/tRsYGEBdXR3379+Xmnfv3j0oKSkVWtkrTvPmzdG8eXPMmTMHW7ZsQf/+/bFt2zYMHTq00HXyK73R0dGIi4vDlClTAHyuGKxevRomJibQ0NBA48aNi9x3ebdazJ8/H3v27MGcOXOwZs2aQpfz8vLCpk2boKSkhF9//bXE+8n/wXn16lWhy+SfV3w+/5u++8WxsLDAzZs3IRaLJSqU+bdZZY2wIYuGhgb69u2Lvn37Ijc3Fz169MCcOXMwderU7x5+q6TXqbJQ0muOPPT09DBo0CAMGjQI6enpaNOmDQICAjB06NASfe4WFhYyu2fIug7IUtTvw7Fjx5CWlibRelzScyNfafw+WFhYyBzJpLDfTENDwzL7zZTnmq+qqorIyEi0a9cOHTt2xKlTp1C3bl1u/s6dO2FlZYXdu3dL7LO0Xw4UExOD9+/fY/fu3RIPPz958kTm8sXF/bP7obpVyLqNIhQK8c8//0BNTU2qb1Nx8v9S+7p1IyUlpURfdHd3d7x48UJiaJ7s7GypfoiNGzeGtbU1Fi9eLHPosYJDbxWUP8ZnwYqYo6MjDA0NsWbNGonb5IcOHUJ8fLzU08PA59tHu3fvRpMmTdC5c2dcunSJm8fj8cAwjETrZ2JiIvbu3VtkfCUlK/csy2LZsmWFrlNU3LJkZmYiOztbosza2hpaWlpcrlxdXaGiooLly5dLxLJx40akpKTIzF8+CwsL8Hg8rk9uvlWrVkktW9jnVxCPx0OHDh2wb98+iSGN3rx5gy1btqB169bQ1tYuchsFffz4UaoFL//uRXFdK2rUqAFTU1MsXboUQqEQrVq1AvC50pyQkICdO3eiefPmxbbiyHv8pcXa2ho9e/ZEaGiozBeB5Gvbti1mzZqFlStXymydyhcbGyuzv3ZUVBSAom9/GxoawsXFBWvXrpVZiS7uu18cDw8PvH79mhudBPg82sOKFSugqanJdRsoyvv37yWmVVRUUKdOHbAsW6J+6oX5lutUafuWa05RCuZMU1MTNWvW5I6vJJ+7h4cHLly4IHFNe/v2LSIiIuSKpbDvl4eHB0QiEVauXClRvnTpUjAMg19++UWu7ecrjd8Hd3d3nD9/XmL83A8fPkgdq7u7O7S1tTF37lyZ5+C3/mZ+yzVfR0cHR44cgaGhIdzc3CRahGWdVxcvXsT58+eLjK+kZO0nNzdX5u+NPHH/7H6oluPhw4cjNTUVbdq0gampKV6/fo2IiAjcu3cPQUFBJe6W0KFDB6ioqKBz584YPnw40tPTsX79ehgaGhbZElQwppUrV6Jfv34YO3YsjI2NJd6ylf+XpJKSEjZs2IBffvkFdevWxaBBg2BqaooXL17g5MmT0NbWLvI12NbW1tDV1cWaNWugpaUFDQ0NNGvWDDVq1MCCBQswaNAgODs7o1+/ftwQSZaWlhg3bpzM7ampqXF/Vf7yyy84deoU6tWrh06dOmHJkiXo2LEjvLy8kJycjP/973+oWbOmRH+671WrVi1YW1tjwoQJePHiBbS1tbFr165i+5gWFrcsDx48QPv27dGnTx/UqVMHysrK2LNnD968ecO1EhoYGGDq1KkIDAxEx44d0aVLF9y/fx+rVq1CkyZNuP5csujo6KB3795cfy5ra2tERkbK/CMuv2V1zJgxcHd3B4/HK7Slcvbs2YiOjkbr1q0xcuRIKCsrY+3atcjJycHChQuLzI8sYWFhWLVqFbp37w5ra2ukpaVh/fr10NbWlnqpjixOTk7Ytm0b6tevz7WWN2rUCBoaGnjw4IFcQ32V5PhLy8SJE/Hvv/8iODgY8+fPl7mMkpKSXG8nXLBgAa5cuYIePXqgQYMGAICrV6/in3/+gZ6eHvz8/Ipc/3//+x9at26N+vXrY9iwYbCyssKbN29w/vx5PH/+HDdu3Cjx8eXz8fHB2rVr4e3tjStXrsDS0hI7d+7E2bNnERwcLNeYpR06dICRkRFatWqFatWqIT4+HitXrkSnTp1KZcxTPp//Tdep0vSt15zC1KlTBy4uLmjcuDH09PRw+fJl7Ny5E76+vtwy8n7ukyZNQnh4ODp27IixY8dyQ7nl3xUoTmHfr86dO6Nt27b466+/kJiYiIYNG+Lo0aPYt28f/Pz8uNZZeZXG78OkSZOwefNmuLm5YfTo0dxQbubm5vjw4QP3m6mtrY3Vq1fj999/R6NGjfDrr7/CwMAASUlJOHjwIFq1aiVV6f+avb09eDweFixYgJSUFAgEAu6dBt9yzdfX1+euy66urjhz5gxMTU3h6emJ3bt3o3v37ujUqROePHmCNWvWoE6dOkWOwV9SLVu2RJUqVTBw4ECMGTMGDMMgPDy82K5LhcVdmJSUFKxYsQIAuOcOVq5cCV1dXejq6kqc35VauY2LUQ62bt3Kurq6stWqVWOVlZXZKlWqsK6uruy+ffvkWl/W8Dz79+9nGzRowKqqqrKWlpbsggUL2E2bNkkNX2JhYVHosD2PHz9mO3XqxKqpqbEGBgbs+PHj2V27drEA2AsXLkgse+3aNbZHjx5s1apVWYFAwFpYWLB9+vRhjx8/Xmz8+/btY+vUqcMqKytLDZW1fft21sHBgRUIBKyenh7bv39/9vnz5xLrfz2MVb53796xderUYY2MjNiHDx+yLMuyGzduZG1sbFiBQMDWqlWLDQkJkZk7AOyoUaMkymQNg8Wy/w35tGPHDq7s7t27rKurK6upqcnq6+uzw4YNY2/cuCF1bPLGXdC7d+/YUaNGsbVq1WI1NDRYHR0dtlmzZuy///4rtezKlSvZWrVqsXw+n61WrRr7xx9/sB8/fpTKX8Fhjd6+fcv27NmTVVdXZ6tUqcIOHz6cvX37ttQx5OXlsaNHj2YNDAxYhmEkcokCQ7mxLMtevXqVdXd3ZzU1NVl1dXW2bdu27Llz5ySWyR/2q+AQbQWHmLt69Srbr18/1tzcnBUIBKyhoSHr6enJXr58WWbeCvrf//7HAmD/+OMPiXJXV1cWgNS5K2sot8KOv7DzpbC8FCTrvPqai4sLq62tzQ2dJOtcKkhWTGfPnmVHjRrF1qtXj9XR0WH5fD5rbm7Oent7Swy5V5SEhAR2wIABrJGREcvn81lTU1PW09OT3blzJ7dMYZ8py0oOz1TQmzdv2EGDBrH6+vqsiooKW79+falhH4vK9dq1a9k2bdpw1yVra2t24sSJbEpKSpHHVFj+ZZ0DLPvt16l85XXNkWcot9mzZ7NNmzZldXV1WTU1NbZWrVrsnDlz2NzcXIn15PncWZZlb968yTo7O7OqqqqsqakpO2vWLHbjxo1yDaVV1PUlLS2NHTduHGtiYsLy+XzWxsaGXbRokcTwj4WRdc37nt+HfNeuXWOdnJxYgUDAVq9enZ03bx67fPlyFgD7+vVriWVPnjzJuru7szo6OqyqqiprbW3Nent7y3X9Wr9+PWtlZcXyeDypYd3kuebL+s49evSINTY2ZmvXrs2+ffuWFYvF7Ny5c1kLCwtWIBCwDg4ObGRkpFTuSnKesqzsa8HZs2fZ5s2bs2pqaqyJiQk7adIk9siRI1LHJk/chcmPU9Z/Bc+Fyoxh2W98IoJ8l+DgYIwbNw7Pnz8v8q80Qggh5Gfn5+eHtWvXIj09nV5SQcocVY7LQVZWlsRTudnZ2XBwcIBIJMKDBw8UGBkhhBBSsRT8zXz//j1sbW3RqFGj73pAkhB5/VB9jiuqHj16wNzcHPb29khJScHmzZtx7949uR+mIIQQQn4WLVq0gIuLC2rXro03b95g48aNSE1NxfTp0xUdGvlJUOW4HLi7u2PDhg2IiIiASCRCnTp1sG3bNvTt21fRoRFCCCEVioeHB3bu3Il169aBYRg0atQIGzdulBiijJCyRN0qCCGEEEII+eKHGueYEEIIIYSQ70GVY0IIIYQQQr6gyjEhhBBCCCFfUOWYEEIIIYSQL6hyTAghhBBCyBdUOSaEEEIIIeQLGueYcMRiMV6+fAktLS0wDKPocAghhBBCSg3LskhLS4OJiQmUlApvH6bKMeG8fPkSZmZmig6DEEIIIaTMPHv2DNWrVy90PlWOCUdLSwvA55NGW1tbwdF8P6FQiKNHj6JDhw7g8/mKDqdCo1zJj3IlP8qV/ChX8qNcyYfyJC01NRVmZmZcfacwVDkmnPyuFNra2j9M5VhdXR3a2tp0YSgG5Up+lCv5Ua7kR7mSH+VKPpSnwhXXdZQeyCOEEEIIIeQLqhyXMxcXF/j5+Sk6DEIIIYQQIgNVjiuZ0NBQ6OrqKjoMQgghhJAfEvU5JiXCsizy8vIgEokUHUqxhEIhlJWVkZ2dXSniVaTKlCsejwdlZWUabrACy854h3+PT0TM+xvgCcXgn74Aj3ZzAfrMCCGVAFWOFSAvLw++vr4IDw8Hn8/HH3/8gb///hsMwyAnJwd//fUXtm7dik+fPqFevXpYsGABXFxcEBMTg0GDBgH4rzP5zJkzERAQgPDwcCxbtgz379+HhoYG2rVrh+DgYBgaGpZa3Lm5uXj16hUyMzNLbZtliWVZGBkZ4dmzZ1SRKkZly5W6ujqMjY2hoqKi6FBIAXm5mRjxbwdcURJ+vjcpAC48j0T8jtsY3+eAosMjhFQgj9+mY+mxhzj36B101fno19Qcg1vVgJKSYn+HqHKsAGFhYRgyZAguXbqEy5cvw8fHB+bm5hg2bBh8fX1x9+5dbNu2DSYmJtizZw86duyIW7duoWXLlggODsaMGTNw//59AICmpiaAzy1/s2bNgp2dHZKTk+Hv7w9vb29ERUUVGkdOTg5ycnK46dTUVG5bQqFQYlmxWIwnT56Ax+PB2NgYfD6/wleiWJZFRkYGNDQ0KnysilZZcsWyLIRCId6+fYvHjx+jRo0aRQ7kXhbyvxsFvyPks2PnFnyuGBcQnvkEfZMuoppxIwVEVfHReSU/ypV8KnqektNy0GvNOXzI+Bzf+4xczD4Yj+cfMvCXR60y2ae8uWBYlmXLJAIik4uLC5KTk3Hnzh2uEjJlyhTs378fhw8fhpWVFZKSkmBiYsKt4+rqiqZNm2Lu3LkIDQ2Fn58fPn36VOR+Ll++jCZNmiAtLY2rQBcUEBCAwMBAqfItW7ZAXV1dokxZWRlGRkaoXr06BAJBCY+akNKVk5OD58+f49WrVxW+G8jP5kJyECJVPsqcN4JtjOpVupdzRISQiijqmRKOPJdu3FBmWAQ2FkGzDEafy8zMhJeXF1JSUoocspZajhWgefPmEq1zLVq0QFBQEG7dugWRSARbW1uJ5XNyclC1atUit3nlyhUEBATgxo0b+PjxI8RiMQAgKSkJderUkbnO1KlT4e/vz03nD47doUMHqZMmOzsbz549g5aWFlRVVUt0vIqS/5pIeh128SpbrrKzs6GmpgZnZ+dyPx+FQiGio6Ph5uZGY4fK8PbwXuDDZZnzmtq3g31dj/INqJKg80p+lCv5VPQ8RW65DiBZqjyPZVDToSUameuW+j7z75AXhyrHFUh6ejp4PB6uXLkCHo8nMa+w1l8AyMjIgLu7O9zd3REREQEDAwMkJSXB3d0dubm5ha4nEAhktgLz+XypL5JIJALDMFBSUir329jfKv8PhPy4SeEqW66UlJTAMIzMc7W8KHLfFVnX5pOxPrIXMgv0GbQT89DEfoCCoqo86LySH+VKPhU1TzWraSE6XrpyrKzEwMqwbF5cIu82K/6v4A/o4sWLEtMXLlyAjY0NHBwcIBKJkJycjJo1a0r8Z2RkBABQUVGRuo187949vH//HvPnz4eTkxNq1aqF5GTpE44QQsqagUEtrGryJ2qKP/+Bz7AsmjMaWNkpQsGREUIqkt+aW0BLVbqNtrdjdRhoKbb7JlWOFSApKQn+/v64f/8+tm7dihUrVmDs2LGwtbVF//79MWDAAOzevRtPnjzBpUuXMG/ePBw8eBAAYGlpifT0dBw/fhzv3r1DZmYmzM3NoaKighUrVuDx48fYv38/Zs2apeCjrBg8PT0xbtw4RYdR6hiGwd69exUdhhQah5sAQON6Xtgz6Dr2tw/BVI0xWNUvFkaGdRUdFiGkAjHVVcM2n+ZwtjWAshIDAy0BxrSrib+71lN0aFQ5VoQBAwYgKysLTZs2xahRozB27Fj4+PgAAEJCQjBgwACMHz8ednZ26NatG+Li4mBubg4AaNmyJUaMGIG+ffvCwMAACxcuhIGBAUJDQ7Fjxw7UqVMH8+fPx+LFixV5iEROFbWSW16EQiEmT56M+vXrQ0NDAyYmJhgwYABevnyp6NBIKaherSHUVaopOgxCSAVV10QHYYOb4tFcD8T95Qr/Dnbg8xRfNaU+x+UsJiaG+/fq1aul5vP5fAQGBsocReLr9Qqu269fP/Tr10+irCIORHLkzmusOvkID96kw7aaJka2rQn3ukaKDqtQLMtCJBJBWZm+KmUhMzMTV69exfTp09GwYUN8/PgRY8eORZcuXXD5suyHugghhJCypPjqOflpHLnzGsPDr+DG8xRkCUW48TwFIzZfwZE7r8sthvDwcDg6OkJLSwtGRkbw8vKS6J8dExMDhmFw6NAhNG7cGAKBAGfOnEFaWhr69+8PDQ0NGBsbY+nSpXBxcYGfnx+3bk5ODiZMmABTU1NoaGigWbNmEn8MFWRpaQkA6N69OxiG4aaBz38AWVtbQ0VFBXZ2dggPDy/yuGbOnAljY2PcvHkTADB58mTY2tpCXV0dVlZWmD59usT4jgEBAbC3t8emTZtgbm4ObW1tjB8/HiKRCAsXLoSRkREMDQ0xZ84cif0sWbKEa+U1MzPDyJEjkZ6eXmhcb9++haOjI7p37y4xpnY+HR0dREdHo0+fPrCzs0Pz5s2xcuVKXLlyBUlJSUUeMyGEEFIWqHJMys2qk4+kylgWWBWTUG4x5L8s5caNG9i7dy8SExPh7e0ttdyUKVMwf/58xMfHo0GDBvD398fZs2exf/9+REdHIzY2FlevXpVYx9fXF+fPn8e2bdtw8+ZN9O7dGx07dsTDhw9lxhIXFwfgc1eaV69ecdN79uzB2LFjMX78eNy+fRvDhw/HoEGDcPLkSaltsCyL0aNH459//kFsbCwaNGgAANDS0kJoaCju3r2LZcuWYf369Vi6dKnEugkJCTh06BAOHz6MiIgIbN68GZ6ennj+/DlOnTqFBQsWYNq0aRIPkCopKWH58uW4c+cOwsLCcOLECUyaNEnm8T179gxOTk6oV68edu7cKff42CkpKWAYhvouE0IIUQi6V0zKzYM3slsYH75JK7cYBg8ezP3bysoKy5cvR5MmTZCeni4xXN7ff/8NNzc3AEBaWhrCwsKwZcsWtG/fHsDnCu3XL2pJSkpCSEiIxAtcJkyYgMOHDyMkJARz586VisXAwAAAoKury41GAgCLFy+Gt7c3Ro4cCQDw9/fHhQsXsHjxYrRt25ZbLi8vD7/99huuXbuGM2fOwNTUlJs3bdo07t+WlpaYMGECtm3bJlGRFYvF2LRpE7S0tFCrVi04OTnhwYMHOHToEJSUlGBnZ4cFCxbg5MmTaNasGQBItJRbWlpi9uzZGDFiBFatWiVxbPfv34ebmxu6d++O4OBgucdOzs7OxuTJk9GvX78iB2gnhBBCygpVjkm5sa2miRvPU6TKbapplVsM8r4sxdHRkfv348ePIRQK0bRpU65MR0cHdnZ23PT3vMCloPj4eO4BzXytWrXCsmXLJMrGjRsHgUCACxcuQF9fX2Le9u3bsXz5ciQkJCA9PR15eXlSlU1LS0toaf2XewMDA6ioqEiMc1ytWjWJbifHjh3DvHnzcO/ePaSmpiIvLw/Z2dnIzMzk3qqYlZUFJycneHl5ITg4WO7jFgqF6NOnD1iWldkfnxBCCCkP1K2ClJuRbWuiYAMiwwCjXKzLZf/5L0vR1tZGREQE4uLisGfPHgCQelmKhoZGibb99Qtcrl+/zv0XHx8vVaktLW5ubnjx4gWOHDkiUX7+/Hn0798fHh4eiIyMxLVr1/DXX39JHWPBwdDzX6pRsCz/D4jExER4enqiQYMG2LVrF65cuYL//e9/ACTzJxAI4OrqisjISLx48UKuY8mvGD99+hTR0dHUakwIIURhqHJMyo17XSOs+a0xGprpQl2Fh4Zmulj7W2N0KKfRKr71ZSlWVlbg8/lcn2Dgc7/YBw8ecNPyvMBFFj6fL/VSl9q1a+Ps2bMSZWfPnpV6DXiXLl2wZcsWDB06FNu2bePKz507BwsLC/z1119wdHSEjY0Nnj59WuxxFufKlSsQi8UICgpC8+bNYWtrK3PINSUlJYSHh6Nx48Zo27ZtscOy5VeMHz58iGPHjpW4pZ1UXEKRGOKKN2gOIYQUibpVKIiLiwvs7e1LdNv5R+Be10hhQ7d9/bKUESNG4Pbt23K9LEVLSwsDBw7ExIkToaenB0NDQ8ycOZN7hTEAiRe4BAUFwcHBAW/fvsXx48fRoEEDdOrUSea2LS0tcfz4cbRq1QoCgQBVqlTBxIkT0adPHzg4OMDV1RUHDhzA7t27cezYMan1u3fvjvDwcPz+++9QVlZGr169YGNjg6SkJGzbtg1NmjTBwYMHuRby71GzZk0IhUKsWLECnTt3xtmzZ7FmzRqZy/J4PERERKBfv35o164dYmJiZP6RIBQK0atXL1y9ehWRkZEQiUR4/frz6CV6enpQUVH57rhJ+XuUnI7ZB+/i9IO34DE8nBfewbTOdaGtWvFeYUsIIQVRyzH5aXzPy1KWLFmCFi1awNPTE66urmjVqhVq164NVVVVbpniXuAiS1BQEKKjo2FmZgYHBwcAQLdu3bBs2TIsXrwYdevWxdq1axESEgIXFxeZ2+jVqxfCwsLw+++/Y/fu3ejSpQvGjRsHX19f2Nvb49y5c5g+fbr8iSpEw4YNsWTJEixYsAD16tVDREQE5s2bV+jyysrK2Lp1K+rWrYt27drJbKV/8eIF9u/fj+fPn8Pe3h7Gxsbcf+fOnfvumEn5S8kSou/6Uzj3bgcE5quhbLoJux9GYvg/VxQdGiGEyIVhK+KbIn4CFbHlODU1FTo6OkhJSZHq85mdnY0nT56gRo0aEhXCikwsFiM1NRXa2toSD5mVhoyMDJiamiIoKAhDhgwp1W0rQlnmqiwo8nwUCoWIioqCh4eHVB9tAmw88xDBt0YD6pL9zYUfWmJH74WoX11HQZFVbHReyY9yJR/Kk7Si6jlfq/i/gj+AjIwMDBgwAJqamjA2NkZQUJDE/OJeHhEaGgpdXV0cOXIEtWvXhqamJjp27IhXr15JbGfDhg1ca2atWrWkhtci3+7atWvYunUrEhIScPXqVfTv3x8A0LVrVwVHRkjFcvHlMamKMQCoVDmHa68eKyAiQggpGepzXA4mTpyIU6dOYd++fTA0NMSff/6Jq1evwt7eHsDnl0fcvXsX27Ztg4mJCfbs2YOOHTvi1q1bsLGxAfD5NbuLFy9GeHg4lJSU8Ntvv2HChAmIiIgAAERERGDGjBlYuXIlHBwccO3aNQwbNgwaGhoYOHCgzLhycnIk3lqWmpoK4PNfm1+/TS2/jGVZiMVibvSCii7/pkh+3N9DLBZj8eLFuH//PlRUVNCoUSOcOnUKenp6lSYfRSnNXJUHsVgMlmUhFArB4/HKdd/5342C3xHymXreKZnlLAMwORcgFNYr54gqBzqv5Ee5kg/lSZq8uaBuFWUsPT0dVatWxebNm9G7d28AwIcPH1C9enX4+PjA398fVlZWEi+PAABXV1c0bdoUc+fORWhoKAYNGoRHjx7B2vrzsGerVq3C33//zT28VLNmTcyaNQv9+vXjtjF79mxERUUV2nczICAAgYGBUuVbtmzhxqzNp6ysDCMjI5iZmdFDUkThcnNz8ezZM7x+/Rp5eXmKDod85cHrZfhH9a3MeX+yLaFexaOcIyKEkM8yMzPh5eVVbLcKajkuYwkJCcjNzeXeMAZ8fgo//wUS8r48Ql1dnasYA4CxsTH3gFNGRgYSEhIwZMgQDBs2jFsmLy8POjqF9++bOnUq/P39uenU1FSYmZmhQ4cOMvscP3v2DJqampWmzzHLskhLS4OWlpbcb2j7WVW2XGVnZ0NNTQ1t2rRRSJ/j6OhouLm5UT8+GVqcf4DdCaFIL9B3vU5ODnp1HAoY2ysmsAqOziv5Ua7kQ3mSln+HvDhUOVawr18eUfD28NevM5b1cob8Rv/09M+vZV6/fr1EJRxAkbecBQIBBAKBVDmfz5fan0gkAsMwUFJSqhQPbAHgugfkx00KV9lylT+Mnqxztbwoct8VmWGToVhzZT3maDCIF6hAiWXROisbAeo24Js3UXR4FR6dV/KjXMmH8vQfefNAleMyZm1tDT6fj4sXL3JDen38+BEPHjyAs7OzxMsjnJycvmkf1apVg4mJCR4/fsw9KEYIIQqhVgUNf4vEv0f/wqsnJ6HMKqFq/d5Q6jhX0ZERQohcqHJcxjQ1NTFkyBBMnDgRVatWhaGhIf766y+ude5bXx5RUGBgIMaMGQMdHR107NgROTk5uHz5Mj5+/CjRdYIQQsqcgS3Qfwf0szMRdfgIPDp5QolargghlQRVjsvBokWLkJ6ejs6dO0NLSwvjx49HSkoKNz8kJASzZ8/G+PHj8eLFC+jr66N58+bw9PSUex9Dhw6Furo6Fi1ahIkTJ0JDQwP169eHn59fGRwRIYTIgccHmIrfTYcQQr5GleNyoKmpifDwcISHh3NlEydO5P7N5/MRGBgoc+QIAPD29oa3t7dEWbdu3VBwoBEvLy94eXmVXuCEEEIIIT8Z+pOe/NA8PT0xbtw4RYdR6hiGwd69exUdhpT8F9YQQgghlRVVjglRoIpayS1PAQEBqFWrFjQ0NFClShW4urri4sWLig6LEELIT4oqx6R8xUcC69oCc4w//z8+UtERFYllWXrJRBmztbXFypUrcevWLZw5cwaWlpbo0KED3r6V/SIJQgghpCxR5ZiUn/hIYHt/4OVVQJj5+f/bfyvXCnJ4eDgcHR2hpaUFIyMjeHl5cS9TAYCYmBgwDINDhw6hcePGEAgEOHPmDNLS0tC/f39oaGjA2NgYS5cuhYuLi8QDjzk5OZgwYQJMTU2hoaGBZs2aISYmptBYLC0tAQDdu3cHwzDcNACsXr0a1tbWUFFRgZ2dnUR/dVlmzpwJY2Nj3Lx5EwAwefJk2NraQl1dHVZWVpg+fbrEazMDAgJgb2+PTZs2wdzcHNra2hg/fjxEIhEWLlwIIyMjGBoaYs6cORL7WbJkCerXrw8NDQ2YmZlh5MiR3Djbsrx9+xaOjo7o3r27xKvKv+bl5QVXV1dYWVmhbt26WLJkCVJTU7ljIYQQQsoTVY5J+YkNklHIAmeWlFsIQqEQs2bNwo0bN7B3714kJiZKPewIAFOmTMH8+fMRHx+PBg0awN/fH2fPnsX+/fsRHR2N2NhYXL16VWIdX19fnD9/Htu2bcPNmzfRu3dvdOzYEQ8fPpQZS1xcHIDPo5W8evWKm96zZw/Gjh2L8ePH4/bt2xg+fDgGDRqEkydPSm2DZVmMHj0a//zzD2JjY9GgQQMAgJaWFkJDQ3H37l0sW7YM69evx9KlSyXWTUhIwKFDh3D48GFERERg8+bN8PT0xPPnz3Hq1CksWLAA06ZNk+jioKSkhOXLl+POnTsICwvDiRMnMGnSJJnH9+zZMzg5OaFevXrYuXOnzBfOFJSbm4t169ZBR0cHDRs2LHZ5QgghpNSxhHyRkpLCAmBTUlKk5mVlZbF3795ls7Kyvn0Hs41Ydqa29H+zjb8j6sKJRCK2VatW7JgxYwpdJi4ujgXApqWlsSzLsidPnmQBsHv37uWWSU1NZfl8Prtjxw6u7NOnT6y6ujo7duxYlmVZ9unTpyyPx2NfvHghsf327duzU6dOLXT/ANg9e/ZIlLVs2ZIdNmyYRFnv3r1ZDw8PifV27NjBenl5sbVr12afP39e6D5YlmUXLVrENm7cmJueOXMmq66uzqamprIs+zlX7du3Zy0tLVmRSMQtZ2dnx86bN6/Q7e7YsYOtWrUqNx0SEsLq6Oiw9+7dY83MzNgxY8awYrG4yNhYlmUPHDjAamhosAzDsCYmJuylS5eKXL5UzsdvlJuby+7du5fNzc0t931XNpQr+VGu5Ee5kg/lSVpR9ZyvUctxKWFZFj4+PtDT0wPDMLh+/Xqpbv/rB7cSExOL3Ud+94BPnz6VahzfxaCW7HLDQsrLwJUrV9C5c2eYm5tDS0sLzs7OAICkpCSJ5RwdHbl/P378GEKhEE2bNuXKdHR0YGdnx03funULIpEItra20NTU5P47deoUEhISShRjfHw8WrVqJVHWqlUrxMfHS5SNGzcOFy9exOnTp2Fqaioxb/v27WjVqhWMjIygqamJadOmSR2jpaUltLS0uGkDAwPUrl1b4vXR1apVk+h2cuzYMbRv3x6mpqbQ0tLC77//jvfv3yMzM5NbJisrC05OTujRoweWLVsGhmGKPea2bdvi+vXrOHfuHDp27Ig+ffpI7JdUUsIsMGLqs08IqVyoclxKDh8+jNDQUERGRuLVq1eoV6+eokOqeJzGAyhYUWK+lJe9jIwMuLu7Q1tbGxEREYiLi8OePXsAfL6d/zUNDY0SbTs9PR08Hg9XrlzB9evXuf/i4+OxbNmyUjuGr7m5ueHFixc4cuSIRPn58+fRv39/eHh4IDIyEteuXcNff/0ldYwF3zHPMIzMMrFYDODzH2Wenp5o0KABdu3ahStXruB///sfAMn8CQQCuLq6IjIyEi9evJDrWDQ0NFCzZk00b94cGzduhLKyMjZu3ChfIkjFkxwPhHWB8kJzdLo5HLz9o4Csj2W+W5ZlcS7hHXZeeY6Hb9LKfH+EkB8TvQSklCQkJMDY2BgtW7ZUdCgVV21PoO/mz32Mk+99bjF2Gg/Uku8V2d/r3r17eP/+PebPnw8zMzMAwOXLl4tdz8rKCnw+H3FxcTA3NwcApKSk4MGDB2jTpg0AwMHBASKRCMnJyXBycpI7Jj6fD5FIJFFWu3ZtnD17FgMHDuTKzp49izp16kgs16VLF3Tu3BleXl7g8Xj49ddfAQDnzp2DhYUF/vrrL27Zp0+fyh1TYa5cuQKxWIygoCCudfnff/+VWk5JSQnh4eHw8vJC27ZtERMTAxMTkxLtSywWF/oAH6ngMj8AoZ5A5jswAHisELi1HUh9DgyKKrPdJqdlY1BIHO68TOXKujuYYnHvhuApFX/3ghBC8lHLcSnw9vbG6NGjkZSUBIZhoK+vL/Hq5+DgYDAMg8OHD3NlNWvWxIYNGwB8fjDLzc0N+vr60NHRgbOzs9TDXsWJioqCra0t1NTU0LZtWyQmJpbKsZW62p7AsBPAXy8//7+cKsYAYG5uDhUVFaxYsQKPHz/G/v37MWvWrGLX09LSwsCBAzFx4kScPHkSd+7cwZAhQ6CkpMR1GbC1tUX//v0xYMAA7N69G0+ePMGlS5cwb948HDx4sNBtW1pa4vjx43j9+jU+fvzcsjZx4kSEhoZi9erVePjwIZYsWYLdu3djwoQJUut3794d4eHhGDRoEHbu3AkAsLGxQVJSErZt24aEhAQsX76cayH/HjVr1oRQKOTyFx4ejjVr1shclsfjISIiAg0bNkS7du3w+vVrmctlZGTgzz//xIULF/D06VNcuXIFgwcPxosXL9C7d+/vjpkowM3tyM56j3+0tTDEyBCjqhngsIY68PQs8KJk17WSmL73tkTFGAD2XHuBzRe+/w9DQsjPhVqOS8GyZctgbW2NdevWIS4uDtHR0Rg9ejREIhF4PB5OnToFfX19xMTEoGPHjnjx4gUSEhLg4uICAEhLS8PAgQOxYsUKsCyLoKAgeHh44OHDhxJ9Qgvz7Nkz9OjRA6NGjYKPjw8uX76M8eOL76qQk5Mj0TqXmvr5h0UoFEoM+5VfxrIsxGIxd5u9omO/er22WCxG1apVsWnTJkybNg3Lly9Ho0aNsHDhQnTr1o07rvxjK3icixcvxh9//AFPT09oa2tj4sSJePbsGQQCAbfcxo0bMWfOHIwfPx4vXryAvr4+mjVrBg8Pj0JztmjRIkyYMAHr16+HqakpHj9+jC5dumDp0qVYvHgxxo4dixo1amDjxo1o06aNxHbyY+zRowfy8vLw+++/AwB69OgBPz8/+Pr6IicnBx4eHpg2bRoCAwO59fNzU3D667Kv8ygWi1G/fn0EBQVhwYIFmDp1KpycnDBnzhx4e3vLzJ+SkhIiIiLw66+/ol27djhx4gQMDQ0lts0wDOLj4xEWFoZ3796hatWqcHR0xKlTp1C7du1C8yYWi8GyLIRCIXg8nsxlykr+d6Pgd4R8Jn73CMONDHBVVZUrO62uhjufUjH23SOwhvVLfZ8ZOXk4Fi+7j/qea8/h1cRU5ryKhM4r+VGu5EN5kiZvLhj2619F8s2Cg4MRHByMxMREfPr0CVWrVsXFixfRuHFj6OvrY+LEidi7dy8uXLiAiIgITJ48Gc+fP5e5LbFYDF1dXWzZsoVrgWYYBnv27EG3bt2QmJiIGjVq4Nq1a7C3t8eff/6Jffv24c6dO9w2pkyZggULFuDjx4+Fvs43ICAAgYGBUuVbtmyBurq6RJmysjKMjIxgZmYGFRWVb8zSjyMjIwN16tTB7NmzuUopKT+5ubl49uwZXr9+TS9pqWBevd+J//GuS5XzWBZ/qXpDRc2m1PeZmQdMjZPd1lNdg8XEBiKZ8wghP5fMzEx4eXkhJSUF2trahS5HLcdlQFdXFw0bNkRMTAxUVFSgoqICHx8fzJw5E+np6Th16hQ3SgIAvHnzBtOmTUNMTAySk5MhEomQmZkpNbpAYeLj49GsWTOJshYtWhS73tSpU+Hv789Np6amwszMDB06dJA6abKzs/Hs2TNoampC9asWoYqMZVmkpaVBS0tLrhETinLt2jXcu3cPTZs2RUpKCmbNmgWGYdC3b98iv2CVRWnmqjxkZ2dDTU0Nbdq0KffzUSgUIjo6Gm5ublIPMBJgUdwN4OF1qXIRw0DdsTY6WHQok/3ufhuHuETph/56NK0Jj3bWZbLP0kTnlfwoV/KhPEnLv0NeHKoclxEXFxfExMRAIBDA2dkZenp6qF27Ns6cOYNTp05JdHsYOHAg3r9/j2XLlsHCwgICgQAtWrSQGl2gtAkEApkvZuDz+VJfJJFIBIZhoKSkJDHUV0WWf0s+P+7voaSkhCVLluD+/ftQUVFB48aNERsbK9VNoLIqzVyVh/z+3rLO1fKiyH1XZNW0Cu/CYKxlXGY5m92tPvpvuIB36f9dNx3MdTHcpSb4/MrzU0fnlfwoV/KhPP1H3jxUnitGJePs7IxNmzZBWVkZHTt2BPC5wrx161Y8ePCA628MfB6JYNWqVfDw8ADwuQ/xu3fv5N5X7dq1sX//fomyCxcufP9BEI6DgwOuXLmi6DAIqfC6WHfB+lvrkSHMkCivpVcLjao1KrP92hlp4cQEF+y7/hLPP2bCwUwXrrWrQZlX8f/YI4RULHTVKCNt2rRBWloaIiMjuYqwi4sLIiIiYGxsDFtbW25ZGxsbhIeHIz4+HhcvXkT//v2hpqYm975GjBiBhw8fYuLEibh//z62bNmC0NDQUj4iQggpnoG6AVa1X4WaujUBAAwYNDdqjhXtVpT5vrVV+fi9uQWm/lIbHesZU8WYEPJN6MpRRqpUqYL69evDwMAAtWp9fgNc/mgDX/c3Bj6PcvDx40c0atQIv//+O8aMGVOi2/Xm5ubYtWsX9u7di4YNG2LNmjWYO3duqR4PIYTIq1G1RtjTdQ/2d9mPSdqTsKrdKhhpGCk6LEIIkQt1qyglfn5+8PPzkygr+HpnPT09mUNTOTg4IC4uTqKsV69eEtNfDypiaWmJgoOMeHp6SoytDACDBg2SN3xCCCl11TWrQ0up+OEoCSGkIqGWY0IIIYQQQr6gyjEhhBBCCCFfUOWYEEIIIYSQL6hyTH5onp6eGDdunKLDKHUMw2Dv3r2KDkNKaGhooW9kJIQQQioDqhwTokAVtZKrKCNGjADDMAgODlZ0KIQQQn5SNFoFKVfHk45jw80NSEhJgLWONYY2GIr25u0VHVahWJaFSCSCsjJ9Vcranj17cOHCBZiYmCg6FEIIIT8xajmWgWVZ+Pj4QE9PDwzD4Nq1axLTBYdoI/I5nnQcfif9cPv9bWTlZeH2+9sYd3IcjicdL7cYwsPD4ejoCC0tLRgZGcHLywvJycnc/JiYGDAMg0OHDqFx48YQCAQ4c+YM0tLS0L9/f2hoaMDY2BhLly6Fi4uLxPB9OTk5mDBhAkxNTaGhoYFmzZohJiam0FgsLS0BAN27dwfDMNw0AKxevRrW1tZQUVGBnZ0dwsPDizyumTNnwtjYGDdv3gQATJ48Gba2tlBXV4eVlRWmT58OoVDILR8QEAB7e3ts2rQJ5ubm0NbWxvjx4yESibBw4UIYGRnB0NAQc+bMkdjPkiVLUL9+fWhoaMDMzAwjR45Eenp6oXG9ffsWjo6O6N69O3Jycgpd7sWLFxg9ejQiIiLoNaeEEEIUiirHMhw+fBihoaGIjIzEq1ev8Pz5c4npevXqKTrESmnDzQ1SZSxYbLy1sdxiEAqFmDVrFm7cuIG9e/ciMTER3t7eUstNmTIF8+fPR3x8PBo0aAB/f3+cPXsW+/fvR3R0NGJjY3H16lWJdXx9fXH+/Hls27YNN2/eRO/evdGxY0c8fPhQZiz5Y1uHhITg1atX3PSePXswduxYjB8/Hrdv38bw4cMxaNAgnDx5UmobLMti9OjR+OeffxAbG4sGDRoAALS0tBAaGoq7d+9i2bJlWL9+PZYuXSqxbkJCAg4dOoTDhw8jIiICmzdvhqenJ54/f45Tp05hwYIFmDZtGi5evMito6SkhOXLl+POnTsICwvDiRMnMGnSJJnH9+zZMzg5OaFevXrYuXMnBAKBzOXEYjF+//13TJw4EXXr1pW5DKmEslPA3DsIg9SbgEhY/PKEEFJB0L1iGRISEmBsbIyWLVsCAJ4+fSoxTb5NQkqCzPJHnx6VWwyDBw/m/m1lZYXly5ejSZMmSE9Ph6amJjfv77//hpubGwAgLS0NYWFh2LJlC9q3/9wFJCQkROL2f1JSEkJCQpCUlMSVT5gwAYcPH0ZISIjMNxYaGBgAAHR1dWFk9N/bwxYvXgxvb2+MHDkSAODv748LFy5g8eLFaNu2LbdcXl4efvvtN1y7dg1nzpyBqakpN2/atGncvy0tLTFhwgRs27ZNoiIrFouxadMmaGlpoVatWnBycsKDBw9w6NAhKCkpwc7ODgsWLMDJkyfRrFkzAJBoKbe0tMTs2bMxYsQIrFq1SuLY7t+/Dzc3N3Tv3h3BwcFgGEb2BwJgwYIFUFZWxpgxYwpdhlQy1zYDUROhLMxESwDsys3Ar1uA6o3LZHdpuWnY+2gv7r6/i+pa1dHTpie9kY8Q8s2o5bgAb29vjB49GklJSdyt7oLTwOeKQcGHhuzt7REQEADgc4teQEAAzM3NIRAIYGJiIvHjb2lpiVmzZqFfv37Q0NCAqakp/ve//0lsLykpCV27doWmpia0tbXRp08fvHnzBgCQkpICHo+Hy5cvA/hc0dHT00Pz5s259Tdv3gwzM7NSztC3s9axllleU7dmucVw5coVdO7cGebm5tDS0uJe5Z2UlCSxnKOjI/fvx48fQygUomnTplyZjo4O7OzsuOlbt25BJBLB1tYWmpqa3H+nTp1CQoLsPwoKEx8fj1atWkmUtWrVCvHx8RJl48aNw8WLF3H69GmJijEAbN++Ha1atYKRkRE0NTUxbdo0qWO0tLSEltZ/by8zMDBA7dq1oaT032WhWrVqEt1Ojh07hvbt28PU1BRaWlr4/fff8f79e2RmZnLLZGVlwcnJCT169MCyZcuKrBhfuXIFy5YtQ2hoaJHLkUrk7QOw+0cDwv/OCSb9Ndjt/cukBfld1jv0jeyLhXELEfk4EmturEH3fd1x+93tUt8XIeTnQC3HBSxbtgzW1tZYt24d4uLikJOTg3/++Yeb5vF4cm1n165dWLp0KbZt24a6devi9evXuHHjhsQyixYtwp9//onAwEAcOXIEY8eOha2tLdzc3CAWi7mK8alTp5CXl4dRo0ahb9++iImJgY6ODuzt7RETEwNHR0fcunWL6x+d3wp66tQprvInS05OjkQ/0NTUVACfux583T81v4xlWYjFYpmvwJbHkHpD4H/KHyz+e/U1AwZD6g355m0W5etXbIvFYmRkZMDd3R0dOnRAeHg4DAwMkJSUhF9++QXZ2dkSx6ampsb9++v/F4wzPyepqang8XgyzxFNTc0ij0/WdguW5R/L12Wurq7Ytm0bDh06hP79+3Pl58+fR//+/REQEIAOHTpAR0cH27dvx5IlS7j1WZYFn8+XmGYYRqIM+DyahkgkglgsRmJiIjw9PTFixAjMmjULenp6OHPmDIYNG4bs7GyoqqpCLBZDIBCgffv2iIyMxPjx46Uq7l87ffo0kpOTYW5uzpWJRCKMHz8ewcHBePz4caE5Y1kWQqFQ7u9kacn/bhT8jpAvrm0Fn5U+35m0V8h7eBysdek+gLvu+jo8S3smUZYuTMeCSwuwyW1Tqe6rLNF5JT/KlXwoT9LkzQVVjgvQ0dGBlpYWeDwed6u74LQ8kpKSYGRkBFdXV/D5fJibm0u0PAKfWwOnTJkCALC1tcXZs2exdOlSuLm54fjx47h16xaePHnCtf7+888/qFu3LuLi4tCkSRO4uLggJiYGEyZMQExMDNzc3HDv3j2cOXMGHTt2RExMTKH9QQFg3rx5CAwMlCo/evQo1NXVJcqUlZVhZGSE9PR05Obmyp2HrznqOmJ209nY/GAzEtMSYallid9tf0djncZcxbws5ObmIjU1FdevX8f79+/x559/onr16gCA2NhYAEBGRgZSU1O5FtC0tDSuBVVfXx98Ph+nT59Gly5dAHxuuX/w4AGaNWuG1NRU2NjYQCQS4cmTJzK73xR2fHw+H+np6RLzbWxscOrUKXTv3p0rO3XqFGxsbCSWc3V1Rfv27TFs2DDk5uaiZ8+eAICTJ0/CzMwMvr6+3LKPHj0Cy7Lc+jk5ORCJRFJx5eXlSZTl5eVx+Ttz5gzEYjFmzJjB5SYxMVEiX9nZ2WAYBitXrsSwYcPQtm1bHDhwAMbGxjKPv2vXrlyXjXy9evVCnz590L9//0Lzlpubi6ysLJw+fRp5eXkylylr0dHRCtlvRWfwMB6FdUA7FXsG6fcLfzDzW0Snyv4crr+9jr0H90KFUSnV/ZU1Oq/kR7mSD+XpP1/f5SwKVY7LSO/evREcHAwrKyt07NgRHh4e6Ny5s8SQYC1atJBYp0WLFlxXjfj4eJiZmUl0i6hTpw50dXURHx+PJk2awNnZGRs3boRIJMKpU6fQoUMHGBkZISYmBg0aNMCjR4/g4uJSaIxTp06Fv78/N52amgozMzN06NAB2traEstmZ2fj2bNn0NTUhKqq6jfnxVPbE552nt+8fknkt7aqqKhAW1sbtWvXhoqKCsLCwjB8+HDcvn0bS5YsAQBoaGhAW1ub+6NAS0uLy4G2tjYGDBiAgIAAmJqawtDQEAEBAVBSUoJAIIC2tjYaNWoELy8vjBo1CosWLYKDgwPevn2LEydOoH79+ujUqZPMGC0tLXH+/Hm4urpCIBCgSpUqmDx5Mn799Vc0adIErq6uiIyMxIEDB3D06FGJz0VNTQ3dunWDiooKBg4cCC0tLfTq1Qv16tXD8+fPERUVhSZNmiAqKgoHDx4EwzDc+gKBADwej5vOz5WysrLEPpSVlbn81a9fH0KhEP/88w88PT1x9uxZhIaGSuRLVVUVDMOgSpUq2LZtG7y8vNC9e3ecOHFC5h+X2traEqN05H9eFhYWaNy48P6p2dnZUFNTQ5s2bb7rfPwWQqEQ0dHRcHNzo5E1ZNi87RNaph+SKs9kBchu0A8ejWxLdX/bjmzDu/fvpMpVearo9Esn8JUqx2dE55X8KFfyoTxJk7chjirH30hJSUnitj0g2VxvZmaG+/fv49ixY4iOjsbIkSOxaNEinDp1qtRO0jZt2iAtLQ1Xr17F6dOnMXfuXBgZGWH+/Plo2LAhTExMYGNjU+j6AoFA5ggCfD5fKkaRSASGYaCkpCTRJ7Ui+7p7gJKSEqpVq4bQ0FD8+eefWLFiBRo1aoTFixejS5cu3HHlH1vB41y6dClGjBiBLl26QFtbG5MmTcLz58+hpqbGLRcaGorZs2dj4sSJePHiBfT19dG8eXN07ty50JwFBQXB398fGzZsgKmpKRITE7m+uosXL8a4ceNQo0YNhISEoF27dhLr5sfYp08fAMDAgQOhrKyMHj16YNy4cRgzZgxycnLQqVMnTJ8+navQA+D69+ZPF8zV1/I/dwcHByxZsgQLFy7En3/+iTZt2mDevHkYMGCAzPypqKhg27Zt6Nu3L1xdXRETEwNDQ0O5Prv8fRZGSUmJ6waiqIu+IvddkQktWmPr/bbop/zf6CoilkFA3gD0NTIu9Zx1t+mO2++l+xd7WntCXaAuY42Kjc4r+VGu5EN5+o/ceWCJlKVLl7IWFhaFTrMsyzZt2pSdOHEiN52SksKqqamxM2fOlLnNe/fusQDYK1eusCzLshYWFuwvv/wiscyvv/7KlR09epTl8XhsUlISN//OnTssADYuLo4rs7e3ZwcMGMAaGRmxLMuy79+/Z1VUVFgvLy+2X79+JTrulJQUFgCbkpIiNS8rK4u9e/cum5WVVaJtKpJIJGI/fvzIikSiUt92eno6q6Ojw27YsKHUt60IZZmrsqDI8zE3N5fdu3cvm5ubW+77rgzepmWz9WceZn+duoDd8FdfdvlfA9h2U9ayXVbElsn+xGIxu+DSAtb+H3u2Xmg9tl5oPdb3uC+bkZtRJvsrK3ReyY9yJR/Kk7Si6jlfo5bjb9SuXTuEhoaic+fO0NXVxYwZMyQeDAoNDYVIJEKzZs2grq6OzZs3Q01NDRYWFtwyZ8+excKFC9GtWzdER0djx44dOHjwIIDP/Unr16+P/v37Izg4GHl5eRg5ciScnZ0lRlJwcXHBihUr0KtXLwCAnp4eateuje3bt0uNfkG+3bVr13Dv3j00bdoUKSkp+PvvvwF87jNLCPmPvqYA4UOaYcY+Dcx6XhcMWLSvZYi5PRuUyf4YhsGkJpMwuN5gPPj4AKaaprDQtih+RUIIKUTluD9eAU2dOhXOzs7w9PREp06d0K1bN1hb/zdUma6uLtavX49WrVqhQYMGOHbsGA4cOICqVatyy4wfPx6XL1+Gg4MDZs+ejSVLlsDd3R3A5wv+vn37UKVKFbRp0waurq6wsrLC9u3bJeJwdnaGSCSS6Fvs4uIiVUa+3+LFi9GwYUO4uroiIyMDsbGx0NfXV3RYhFQ4Dc10sc+3Nc5NcsbcJiKs7u8AQ62y7Ruur6aPliYtqWJMCPluDMsW6DhLyoWlpSX8/PwkXqqgaKmpqdDR0UFKSorMB/KePHmCGjVqlPsDUN8qf4g1bW3tStNPWlEqW64UeT4KhUJERUXBw8OD+vEVg3IlP8qV/ChX8qE8SSuqnvO1iv8rSAghhBBCSDmhyjEpEbrRQCoCOg8JIYSUFXogT0HyX55QWeTfksnMzISampqCoyE/u/yB3OlWISGEkNJGlWMiFx6PB11dXSQnJwMA1NXVubFyKyqxWIzc3FxkZ2dXin60ilRZcsWyLDIzM5GcnAxdXd1yf3U0IYSQHx9Vjonc8t9wll9BruhYlkVWVhbU1NQqfEVe0SpbrnR1dUv0OndCCCFEXlQ5JnJjGAbGxsYwNDSUeBtgRSUUCnH69Gm0adOGbr8XozLlis/nU4sxIYSQMkOVY1JiPB6vUlROeDwe8vLyoKqqWuErfIpGufpBicVA/D7kxR8Ew1MBr0EvwLpd8et9p0+ZuVgdk4Dou2+Qm8VDcpWnGNzaGjylin9XghBCKm7nwkqGZVn4+PhAT08PDMPg+vXrUssEBATA3t6+3GMjhPycnu0agNGnJsAx/QKafjqNvw4Nwcfo6WW6z2yhCL+uu4C1px/j8bsMPM9gMCfqPibvulmm+yWEkNJCleNScvjwYYSGhiIyMhKvXr2Cg4MD9u7dq+iwCCE/qayEkxiSegUxGuoQMQxylRjs19LEqCf/Ap+eldl+D958hXuv06TKd119jifvMspsv4QQUlqoclxKEhISYGxsjJYtW5b7g0K5ubnluj9CSMV3+E44XilL95y7JVBB3K3wMtvvrRcpMstZFrhdyDxCCKlIqM9xKfD29kZYWBiAzw+tWVhYAAC6d+8OALCwsJAY13jt2rWYPXs23r9/D09PT6xfvx46OjoAABcXF9jb2yM4OJhbvlu3btDV1UVoaCiAz6+eHjJkCB4+fIi9e/eiR48ecHFxgZ+fH7Zv3w4/Pz88e/YMrVu3RkhICIyNjWXGnZOTg5ycHG46NTUVwOeHsyrDA3fFyT+GH+FYyhrlSn6VJVdP2cLjSxRlwb6M4jfVFRQ6z0RbpcLnTVEqy3lVEVCu5EN5kiZvLqhyXAqWLVsGa2trrFu3DnFxceDxeDA0NERISAg6duwo8fDao0eP8O+//+LAgQNITU3FkCFDMHLkSERERJRon4sXL8aMGTMwc+ZMAEBsbCwyMzOxePFihIeHQ0lJCb/99hsmTJhQ6LbnzZuHwMBAqfKjR49CXV29RPFUZNHR0YoOodKgXMmvoucqN8scwHWZ896/q4aoqKgy2a+GENBU5iE9T/LhO2stFs9vnsVz6npcpIp+XlUklCv5UJ7+k/8CqeJQ5bgU6OjoQEtLCzweT6JLhayxWLOzs/HPP//A1NQUALBixQp06tQJQUFBJeqO0a5dO4wfP56bjo2NhVAoxJo1a2BtbQ0A8PX1xd9//13oNqZOnQp/f39uOjU1FWZmZujQoQO0tbXljqWiEgqFiI6OhpubG43AUAzKlfwqS646iDsgbv8V3Mt8IVHuot8IQzoML9N92zdPx+xD93A+4QN4DItO9Y0x3bM2dNQqbr4UrbKcVxUB5Uo+lCdp+XfIi0OV43Jmbm7OVYwBoEWLFhCLxbh//36JKseOjo5SZerq6lzFGACMjY2LfGGHQCCAQCB9C5TP5/9QX6Qf7XjKEuVKfhU9V3zwsbHrv1h/Yy2OPzkMvpIyPGx6YFC9QeDzyjbuOtWrYMuwFkjNyEb00SPo4tmgQueqIqno51VFQrmSD+XpP/LmgSrHFYySkhJYlpUok9VHRkNDQ6qs4IfOMIzUtgghPw9tFW2MbzIR45tMVMj+1VR4UKbHvgkhlQxdtsoIn8+HSCSSKk9KSsLLly+56QsXLkBJSQl2dnYAAAMDA7x69YqbLxKJcPv27bIPmBBCCCGEUOW4rFhaWuL48eN4/fo1Pn78yJWrqqpi4MCBuHHjBmJjYzFmzBj06dOH61LRrl07HDx4EAcPHsS9e/fwxx9/4NOnTwo6CkIIIYSQnwtVjstIUFAQoqOjYWZmBgcHB668Zs2a6NGjBzw8PNChQwc0aNAAq1at4uYPHjwYAwcOxIABA+Ds7AwrKyu0bdtWEYdACCGEEPLTYVjqlEq+SE1NhY6ODlJSUn6Y0SqioqLg4eFBDyMUg3IlP8qV/ChX8qNcyY9yJR/KkzR56znUckwIIYQQQsgXVDkmhBBCCCHkC6ocE0IIIYQQ8gVVjgkhhBBCCPmCKseEEEIIIYR8QW/II4T8VD5kf8DeR3vxNPUpbKvYoqt1V2iqaCo6LEIIIRXET9tyzLIsfHx8oKenB4ZhoKurCz8/P26+paUlgoODS7xdb29vdOvWrdTilJeLi4tE/IQQaY8/PUb3fd2x9MpS7H64G/MvzUevA73wJuONokP78Tw+BaXov1D75Q7g7X1FR0MIIXL7aSvHhw8fRmhoKCIjI/Hq1SvUq1evROsnJiaCYRhcv369bAIkhJS6oCtB+JD9QaLsRfoLrL6xWkER/aD2jwb+6QLepbWwfXMAyuudgKv/KDoqQgiRy09bOU5ISICxsTFatmwJIyMjKCsrrodJbm6uwvZNyM+CZVmcfXFW5rzYF7HlHM0P7MlpqYoww4qRd3ASkPVJMTERQkgJ/JSVY29vb4wePRpJSUlgGAaWlpYyl8vMzMTgwYOhpaUFc3NzrFu3jptXo0YNAICDgwMYhoGLi4vEuosXL4axsTGqVq2KUaNGQSgUcvMsLS0xa9YsDBgwANra2vDx8QEAnDlzBk5OTlBTU4OZmRnGjBmDjIwMbr1Vq1bBxsYGqqqqqFatGnr16iWxT7FYjEmTJkFPTw9GRkYICAj4jiwR8mNhGAbqyuoy52nyqc9xaXkZt1dmubIoC5n3T5RvMIQQ8g1+ygfyli1bBmtra6xbtw5xcXHg8Xjo3bu31HJBQUGYNWsW/vzzT+zcuRN//PEHnJ2dYWdnh0uXLqFp06Y4duwY6tatCxUVFW69kydPwtjYGCdPnsSjR4/Qt29f2NvbY9iwYdwyixcvxowZMzBz5kwAn1uyO3bsiNmzZ2PTpk14+/YtfH194evri5CQEFy+fBljxoxBeHg4WrZsiQ8fPiA2VrK1KywsDP7+/rh48SLOnz8Pb29vtGrVCm5ubjLzkJOTg5ycHG46NTUVwOdXTn5dma+s8o/hRziWsvaz5MrTyhNb72+VLq/hKfex/yy5+lYJH/JgUsi8W29y0IjyJhOdV/KjXMmH8iRN3lwwLMuyZRxLhRQcHIzg4GAkJiYC+PxAm729PfcQnqWlJZycnBAeHg7g8y1ZIyMjBAYGYsSIEUhMTESNGjVw7do12Nvbc9v19vZGTEwMEhISwOPxAAB9+vSBkpIStm3bxm3bwcEBe/bs4dYbOnQoeDwe1q5dy5WdOXMGzs7OyMjIQFRUFAYNGoTnz59DS0tL6nhcXFwgEokkKsxNmzZFu3btMH/+fJk5CAgIQGBgoFT5li1boK4uu4WNkMosl83FjswdiBfGAwAYMHBQcUBXta7gMTwFR/djuPLkNWZ+nAweI/nT8pqtgjDLJailR3kmhChGZmYmvLy8kJKSAm1t7UKX+ylbjuXVoEED7t8Mw8DIyAjJycnFrle3bl2uYgwAxsbGuHXrlsQyjo6OEtM3btzAzZs3ERERwZWxLAuxWIwnT57Azc0NFhYWsLKyQseOHdGxY0d0795dohL7dbz5+y0q3qlTp8Lf35+bTk1NhZmZGTp06FDkSVNZCIVCREdHw83NDXw+X9HhVGg/U666oRsSUxORlJaEmjo1YaJZWDunbD9Trr6FTXI6pq56hJnKYdBgPt+Zes1WwRTlyVjVrxP4vJ+yN1+x6LySH+VKPpQnafl3yItDleMiFDyZGIaBWCwulfU0NDQkptPT0zF8+HCMGTNGanvm5uZQUVHB1atXERMTg6NHj2LGjBkICAhAXFwcdHV1vylegUAAgUAgM/4f6Yv0ox1PWfpZcmVT1QY2VW2+axs/S65Kqo5pFdh3GQ3nyOZoLLqFTAjwQM0BqwY0g7qq9PWGSKLzSn6UK/lQnv4jbx6ocvyN8vsYi0SiUtleo0aNcPfuXdSsWbPQZZSVleHq6gpXV1fMnDkTurq6OHHiBHr06FEqMRBCSGnwamYOj/pGOHWvKe7cvIY1fdtCQ40qxoSQyoEqx9/I0NAQampqOHz4MKpXrw5VVVXo6Oh88/YmT56M5s2bw9fXF0OHDoWGhgbu3r2L6OhorFy5EpGRkXj8+DHatGmDKlWqICoqCmKxGHZ2dqV4VIQQUjp01VXgUd8IeMZCRZm6UhBCKg+6Yn0jZWVlLF++HGvXroWJiQm6du36Xdtr0KABTp06hQcPHsDJyQkODg6YMWMGTEw+94fU1dXF7t270a5dO9SuXRtr1qzB1q1bUbdu3dI4HEIIIYQQgp+45djPz0/idcsxMTES8/NHsfhawbfhDR06FEOHDpUoCw0NlVqv4GuoZW0bAJo0aYKjR4/KnNe6dWupGL8ma97evXsLXZ4QQgghhEijlmNCCCGEEEK+oMoxIYQQQgghX1DlmBBCCCGEkC+ockwIIYQQQsgXVDkmhBBCCCHkC6ocE0JICdx9fRlPs28gKy9L0aEQQggpA1Q5VgCWZeHj4wM9PT0wDCM1RJwslpaWUkPCFSUxMVHubRNCipeUfBs9w5vhtxM+WJ+9Ax23t8KeC4sUHRYhhJBS9tOOc6xIhw8fRmhoKGJiYmBlZQV9ff1i14mLi4OGhobc+zAzM8OrV6/k2jYhpHjjDg3EA+Ry02kMEHAvDLWNHFHLsq0CIyOEEFKaqHKsAAkJCTA2NkbLli3lXsfAwKBE++DxeDAyMippaIQQGe4kHJaoGOcTMwz2XVlBleMCcvPE2H31OY7dfY0Pb5WgUfMtXOuaKDosQgiRC3WrKGfe3t4YPXo0kpKSwDAMLC0t4eLiAl9fX/j6+kJHRwf6+vqYPn06WJbl1ivYrYJhGGzYsAHdu3eHuro6bGxssH//fm4+dasgpPSkfXpS6LzU7E/lF0glIBKzGPrPZUzZfQvH7r3F1fdKGBp+DUujHyg6NEIIkQu1HJezZcuWwdraGuvWrUNcXBx4PB569+6NsLAwDBkyBJcuXcLly5fh4+MDc3NzDBs2rNBtBQYGYuHChVi0aBFWrFiB/v374+nTp9DT05MrlpycHOTk5HDTqampAAChUAihUPh9B1oB5B/Dj3AsZY1yVbQ6lr9A6+ZKpClJtye01HegvH3lWHwyTj94K1W+KuYR+jY2gYGWQAFRVXz0HZQf5Uo+lCdp8uaCKsflTEdHB1paWlLdHszMzLB06VIwDAM7OzvcunULS5cuLbJy7O3tjX79+gEA5s6di+XLl+PSpUvo2LGjXLHMmzcPgYGBUuVHjx6Furp6CY+s4oqOjlZ0CJUG5apwA4QWWK2SBDHDcGXNs1nkpTsiKipKgZFVLLufKEHWTUmhiMW6PSfgoM9Kr0Q49B2UH+VKPpSn/2RmZsq1HFWOK4jmzZuD+epHt0WLFggKCoJIJAKPx5O5ToMGDbh/a2hoQFtbG8nJyXLvc+rUqfD39+emU1NTYWZmhg4dOkBbW/sbjqJiEQqFiI6OhpubG/h8vqLDqdAoV/LwgFPcShx4sAPvs9PgbOSI9l3mQFmzZM8D/OgSYx7j1OtHMue5OjVDsxry3dn62dB3UH6UK/lQnqTl3yEvDlWOK7GCJzvDMBCLxXKvLxAIIBBI3+Lk8/k/1BfpRzueskS5KlrdluNg28QXUVFRcPfwoFzJ0LuJOVaffoxsoeS1qKahJlrZGEo0AhBp9B2UH+VKPpSn/8ibB3ogr4K4ePGixPSFCxdgY2NTaKsxIYRURCa6alj3uyOqV1HjyhpW18HGgY5UMSaEVArUclxBJCUlwd/fH8OHD8fVq1exYsUKBAUFKTosQggpsTa2Bjg9sS1uPf+AS+fOwLtnM2q5IoRUGlQ5riAGDBiArKwsNG3aFDweD2PHjoWPj4+iwyKEkG+ipMSgjrE2EtWKX5YQQioSqhwrgJ+fH/z8/CTK+Hw+goODsXr1apnrJCYmSkx/PQZyvk+fPnH/zh+iTVNT87tiJYQQQgj5mVCf4x/Qhw8fsHPnTmhra8PMzEzR4RBCCCGEVBrUcvwDGjJkCK5cuYLVq1fLHI2CEEIIIYTIRpXjCiAmJqZUt7dnz55S3R4hhBBCyM+CulUQQgghhBDyBVWOCSGEEEII+YIqx4QQQgghhHxBleMSYFkWPj4+0NPTA8MwuH79uqJDKpK3tze6deum6DAIIYQQQioNeiCvBA4fPozQ0FDExMTAysoK+vr65bJfb29vfPr0CXv37i2X/RFCSKlIeQYVYaqioyCEkBKhynEJJCQkwNjYGC1btlR0KIQQUnElXUTqwXG4lPYYGiwg3rIb6P4/QNtE0ZERQkixqFuFnLy9vTF69GgkJSWBYRhYWlrCxcUFvr6+8PX1hY6ODvT19TF9+nSJt9dZWlpi7ty5GDx4MLS0tGBubo5169ZJbPvZs2fo06cPdHV1oaenh65du3JvxAsICEBYWBj27dsHhmHAMAw39FtR6xFCiEKkvcHu3b/CVTUF46oZYJSRAX7Ju4cbW3sqOjJCCJELtRzLadmyZbC2tsa6desQFxcHHo+H3r17IywsDEOGDMGlS5dw+fJl+Pj4wNzcHMOGDePWDQoKwqxZs/Dnn39i586d+OOPP+Ds7Aw7OzsIhUK4u7ujRYsWiI2NhbKyMmbPno2OHTvi5s2bmDBhAuLj45GamoqQkBAAgJ6eXrHrqaioFHtMOTk53GumASA19fPtT6FQCKFQWMoZLH/5x/AjHEtZo1zJj3JVtMfnVyJQVwNihuHK3iorwx+fEPnoFJQt6M6bLHReyY9yJR/KkzR5c0GVYznp6OhAS0sLPB4PRkZGXLmZmRmWLl0KhmFgZ2eHW7duYenSpRKVYw8PD4wcORIAMHnyZCxduhQnT56EnZ0dtm/fDrFYjA0bNoD58mMSEhICXV1dxMTEoEOHDlBTU0NOTo7Efjdv3lzsesWZN28eAgMDpcqPHj0KdXX1b0tUBRQdHa3oECoNypX8KFeynXsRC7EGI1WerKyMjSfDYWb4qfyDqkTovJIf5Uo+lKf/ZGZmyrUcVY6/U/PmzbnKKQC0aNECQUFBEIlE4PF4AIAGDRpw8xmGgZGREZKTkwEAN27cwKNHj6ClpSWx3ezsbCQkJBS6329d72tTp06Fv78/N52amgozMzN06NAB2tracm2jIhMKhYiOjoabmxv4fL6iw6nQKFfyo1wV7UDENgDvZc7LMmsEj/Ye5RtQJUHnlfwoV/KhPEnLv0NeHKocl4OCJyXDMBCLxQCA9PR0NG7cGBEREVLrGRgYFLrNb13vawKBAAKBQGa8P9IX6Uc7nrJEuZIf5Uo2M+NeuPj6tlS5spiBU60ulLNi0HklP8qVfChP/5E3D1Q5/k4XL16UmL5w4QJsbGy4VuPiNGrUCNu3b4ehoWGhrbUqKioQiUQlXo8QQsrbWKfO2BdyEELNuP8KWcBA9DuaW1ZXXGCEECInGq3iOyUlJcHf3x/379/H1q1bsWLFCowdO1bu9fv37w99fX107doVsbGxePLkCWJiYjBmzBg8f/4cwOcRL27evIn79+/j3bt3EAqFcq1HCCHlTVddBdt6LYO1aAJyP7SG8F1btBDMxw4vP0WHRgghcqGW4+80YMAAZGVloWnTpuDxeBg7dix8fHzkXl9dXR2nT5/G5MmT0aNHD6SlpcHU1BTt27fnWoSHDRuGmJgYODo6Ij09HSdPnoSLi0ux6xFCiCLYVtPC3sEDkZbZF9FHjqCzZwe6rUsIqTSoclwCfn5+8PPzkyjj8/kIDg7G6tWrZa4ja9zhgq+dNjIyQlhYWKH7NTAwwNGjR6XKi1svNDS00HmEEFLWVPk88Oj+JCGkkqHLFiGEEEIIIV9Q5ZgQQgghhJAvqFvFd8h/jTMhhBBCCPkxUMsxIYQQQgghX1DlmBBCCCGEkC+ockwIIYQQQsgXVDkugGVZ+Pj4QE9PDwzDQFdXV2r4NkIIIYQQ8mOiynEBhw8fRmhoKCIjI/Hq1SvUq1fvu7cZGhoKXV3dEq8XExMDhmHw6dOn746BEELKU7ZQhDOP3uNxKiAWs4oOhxBC5EajVRSQkJAAY2NjtGzZEgCgrFzxU5SbmwsVFRVFh0EIIQCAAzdeYtre20jJEgJQxp5lZ7DmN0fUMaG3dxJCKj5qOf6Kt7c3Ro8ejaSkJDAMA0tLSwBAXl4efH19oaOjA319fUyfPh0s+19LSE5ODiZMmABTU1NoaGigWbNm3DBvMTExGDRoEFJSUsAwDBiGQUBAAAAgPDwcjo6O0NLSgpGREby8vJCcnAzg85v12rZtCwCoUqUKGIaBt7c3AMDFxQW+vr7w8/ODvr4+3N3dMXjwYHh6ekocj1AohKGhITZu3Fh2SSOEkK8kvsvAnJ0HYK8bCCubSahlPQlWvAX4I+wMRNSCTAipBCp+s2g5WrZsGaytrbFu3TrExcWBx+Ohd+/eCAsLw5AhQ3Dp0iVcvnwZPj4+MDc3x7BhwwAAvr6+uHv3LrZt2wYTExPs2bMHHTt2xK1bt9CyZUsEBwdjxowZuH//PgBAU1MTwOfK66xZs2BnZ4fk5GT4+/vD29sbUVFRMDMzw65du9CzZ0/cv38f2traUFNT42INCwvDH3/8gbNnzwIA3r9/jzZt2uDVq1cwNjYGAERGRiIzMxN9+/aVebw5OTnIycnhplNTU7m4hEJhKWe3/OUfw49wLGWNciU/ylXRdl28CV3z5biqooT89pcX+i/RIG0mTt9vhNY1qyo2wAqKziv5Ua7kQ3mSJm8uGPbrJlCC4OBgBAcHIzExEcDnVtrk5GTcuXMHDMMAAKZMmYL9+/fj7t27SEpKgpWVFZKSkmBiYsJtx9XVFU2bNsXcuXMRGhoKPz+/YvsOX758GU2aNEFaWho0NTURExODtm3b4uPHjxJ9ll1cXJCamoqrV69KrF+3bl0MHDgQkyZNAgB06dIFVatWRUhIiMz9BQQEIDAwUKp8y5YtUFdXLy5VhBAi5fTTLTiqc1fmvL45v6J+te9/joMQQr5FZmYmvLy8kJKSAm3twrt5UcuxHJo3b85VjAGgRYsWCAoKgkgkwq1btyASiWBrayuxTk5ODqpWLbqF5MqVKwgICMCNGzfw8eNHiMViAEBSUhLq1KlT5LqNGzeWKhs6dCjWrVuHSZMm4c2bNzh06BBOnDhR6DamTp0Kf39/bjo1NRVmZmbo0KFDkSdNZSEUChEdHQ03Nzfw+XxFh1OhUa7kR7kq2qWtq4FCmlzqWGXBw9mjfAOqJOi8kh/lSj6UJ2n5d8iLQ5Xj75Seng4ej4crV66Ax+NJzMvvPiFLRkYG3N3d4e7ujoiICBgYGCApKQnu7u7Izc0tdr8aGhpSZQMGDMCUKVNw/vx5nDt3DjVq1ICTk1Oh2xAIBBAIBFLlfD7/h/oi/WjHU5YoV/KjXMlW17Am9r95IXNebfNmlLNi0HklP8qVfChP/5E3D1Q5lsPFixclpi9cuAAbGxvweDw4ODhAJBIhOTm50IqoiooKRCKRRNm9e/fw/v17zJ8/H2ZmZgA+d6souB4AqXULU7VqVXTr1g0hISE4f/48Bg0aJNd6hBBSWjq3/BMbd8UgWYmRKG8BddS27aygqAghRH40WoUckpKS4O/vj/v372Pr1q1YsWIFxo4dCwCwtbVF//79MWDAAOzevRtPnjzBpUuXMG/ePBw8eBAAYGlpifT0dBw/fhzv3r1DZmYmzM3NoaKighUrVuDx48fYv38/Zs2aJbFfCwsLMAyDyMhIvH37Funp6cXGOnToUISFhSE+Ph4DBw4s/WQQQkgRtLRNsKn9WrTj6UKZZaEhZtFH1RxLex1QdGiEECIXqhzLYcCAAcjKykLTpk0xatQojB07Fj4+Ptz8kJAQDBgwAOPHj4ednR26deuGuLg4mJubAwBatmyJESNGoG/fvjAwMMDChQthYGCA0NBQ7NixA3Xq1MH8+fOxePFiif2ampoiMDAQU6ZMQbVq1eDr61tsrK6urjA2Noa7u7vEA4KEEFJeLMxbYdlvsbjodRVT9eZgSo+90NAwVHRYhBAiFxqt4geTnp4OU1NThISEoEePHiVaNzU1FTo6OsU+xVlZCIVCREVFwcPDg/pbFYNyJT/KlfwoV/KjXMmPciUfypM0ees51Of4ByEWi/Hu3TsEBQVBV1cXXbp0UXRIhBBCCCGVDlWOfxBJSUmoUaMGqlevjtDQ0Erx2mtCCCGEkIqGalA/CEtLS1APGUIIIYSQ70MP5BFCCCGEEPIFVY4JIYQQQgj5girHhBBCCCGEfEGV4xJiWRY+Pj7Q09MDwzC4fv16uezXxcUFfn5+hc739vZGt27dyiUWQggpikjMIvLmS0zceQvbE5Rw+elHRYdECCFyowfySujw4cMIDQ1FTEwMrKysoK+vr+iQCCGkwmBZFr5bruLQ7ddfSpRwbkMc/vSoBZ821gqNjRBC5EEtxyWUkJAAY2NjtGzZEkZGRjRkGiGkwmCfxOJcuAciVjdAXEQX4FlcuccQ8+DtVxXj/yw++gDv03PKPR5CCCkpqhyXgLe3N0aPHo2kpCQwDANLS0u4uLjA19cXvr6+0NHRgb6+PqZPny4xrFpOTg4mTJgAU1NTaGhooFmzZoiJieHmv3//Hv369YOpqSnU1dVRv359bN26tchYDh48CB0dHUREREiUBwYGwsDAANra2hgxYgRyc3NLNQeEkIop5e4+eEUPxXDxM8xXZzE47wkGRvVHRsKJco0j9sE7meW5eWJcePyhXGMhhJBvQc2eJbBs2TJYW1tj3bp1iIuLA4/HQ+/evREWFoYhQ4bg0qVLuHz5Mnx8fGBubo5hw4YBAHx9fXH37l1s27YNJiYm2LNnDzp27Ihbt27BxsYG2dnZaNy4MSZPngxtbW0cPHgQv//+O6ytrdG0aVOpOLZs2YIRI0Zgy5Yt8PT05MqPHz8OVVVVxMTEIDExEYMGDULVqlUxZ84cmceTk5ODnJz/WnJSU1MBfH7lpFAoLM3UKUT+MfwIx1LWKFfyq6i5WnphNm4LVCTKrqoKsOrMDPiZO5VbHJqCwttcNFWYCpe3iqKinlcVEeVKPpQnafLmgmHpzRElEhwcjODgYCQmJgL4/KBccnIy7ty5A4ZhAABTpkzB/v37cffuXSQlJcHKygpJSUkwMTHhtuPq6oqmTZti7ty5Mvfj6emJWrVqYfHixdx+7O3tYWNjg7/++gv79u2Ds7Mzt7y3tzcOHDiAZ8+eQV1dHQCwZs0aTJw4ESkpKVBSkv7BCggIQGBgoFT5li1buG0QQiqH+R/+RLqM73m1PBFG688rtzjeZwNzrvMgYhmJ8qoCFtMcRFBiClmREELKWGZmJry8vJCSkgJtbe1Cl6OW41LQvHlzrmIMAC1atEBQUBBEIhFu3boFkUgEW1tbiXVycnJQtWpVAIBIJMLcuXPx77//4sWLF8jNzUVOTo5UBXXnzp1ITk7G2bNn0aRJE6k4GjZsKLFOixYtkJ6ejmfPnsHCwkJq+alTp8Lf35+bTk1NhZmZGTp06FDkSVNZCIVCREdHw83NDXw+X9HhVGiUK/lV1FzNiZgms1zMU4aHh0e5xlKt1hvM2B+P9xmfu3VZG6hjxa/2sDHULNc4KpOKel5VRJQr+VCepOXfIS8OVY7LWHp6Ong8Hq5cuQIejycxT1Pz8w/FokWLsGzZMgQHB6N+/frQ0NCAn5+fVH9hBwcHXL16FZs2bYKjo6NEhfxbCAQCCAQCqXI+n/9DfZF+tOMpS5Qr+VW0XLlVqYv9n+5Ilxs2Kfc4OzWsDre6Joh78hbXLl3A8D6tK1SuKrKKdl5VZJQr+VCe/iNvHqhyXAouXrwoMX3hwgXY2NiAx+PBwcEBIpEIycnJcHKS3e/v7Nmz6Nq1K3777TcAgFgsxoMHD1CnTh2J5aytrREUFAQXFxfweDysXLlSYv6NGzeQlZUFNTU1Lg5NTU2YmZmV1qESQiqocR1W4s7enkjI/e+ht9pq1TCy/RKFxKOirISmlnp4d1chuyeEkG9GleNSkJSUBH9/fwwfPhxXr17FihUrEBQUBACwtbVF//79MWDAAAQFBcHBwQFv377F8ePH0aBBA3Tq1Ak2NjbYuXMnzp07hypVqmDJkiV48+aNVOU4f3snT56Ei4sLlJWVERwczM3Lzc3FkCFDMG3aNCQmJmLmzJnw9fWV2d+YEPJj0VfTx86+x3Ey6QSefHwAm6p10Ka6M3hKvOJXJoQQwqHKcSkYMGAAsrKy0LRpU/B4PIwdOxY+Pj7c/JCQEMyePRvjx4/HixcvoK+vj+bNm3MjTUybNg2PHz+Gu7s71NXV4ePjg27duiElJUXm/uzs7HDixAmuBTm/It6+fXvY2NigTZs2yMnJQb9+/RAQEFDmx08IqRiUlZThZtkBsOyg6FAIIaTSospxCfn5+Um9xpnP5yM4OBirV6+WuQ6fz0dgYKDMkSEAQE9PD3v37i1yv1+PiwwAtWvXxps3b7jp0NBQ7t+F7YcQQgghhBSN7rcTQgghhBDyBVWOCSGEEEII+YK6VXyngt0dCCGEEEJI5UUtx4QQQgghhHxBlWNCCCGEEEK+oMoxIYQQQgghX1DluJx5e3ujW7duZb6fzMxM9OzZE9ra2mAYBp8+fSrzfRJCCCGEVHb0QN4PKiwsDLGxsTh37hz09fWho6Oj6JAIIT+JvPQPeLxvDrKeRcMsTwlJSg9g3ckfoLf1EUIqAaoc/6ASEhJQu3Zt1KtXT9GhEEJ+IuLcbJxY3Q7rdbJwz1gFDJuH1s/Xov+6q2g1YquiwyOEkGJRt4pvIBaLsXDhQtSsWRMCgQDm5uaYM2cOAODWrVto164d1NTUULVqVfj4+CA9PV1qG4sXL4axsTGqVq2KUaNGQSgUcvNycnIwYcIEmJqaQkNDA82aNZMaMm7Xrl2oW7cuBAIBLC0tuVdIA4CLiwuCgoJw+vRpMAwDFxeXMskDIYQUdCF6NWbqC3FPoAIAYBkGsepqWKZ0FR+exSs4OkIIKR61HH+DqVOnYv369Vi6dClat26NV69e4d69e8jIyIC7uztatGiBuLg4JCcnY+jQofD19ZV4vfPJkydhbGyMkydP4tGjR+jbty/s7e0xbNgwAICvry/u3r2Lbdu2wcTEBHv27EHHjh1x69Yt2NjY4MqVK+jTpw8CAgLQt29fnDt3DiNHjkTVqlXh7e2N3bt3Y8qUKbh9+zZ2794NFRUVmceRk5ODnJwcbjo1NRUAIBQKJSrrlVX+MfwIx1LWKFfyo1wVLfpFNNIF0u0u8QIVHLm8Hb2M/lJAVBUfnVfyo1zJh/IkTd5cMCzLsmUcyw8lLS0NBgYGWLlyJYYOHSoxb/369Zg8eTKePXsGDQ0NAEBUVBQ6d+6Mly9folq1avD29kZMTAwSEhLA433uf9enTx8oKSlh27ZtSEpKgpWVFZKSkmBiYsJt29XVFU2bNsXcuXPRv39/vH37FkePHuXmT5o0CQcPHsSdO3cAAH5+frh+/XqRLykJCAhAYGCgVPmWLVugrq7+zTkihPy89r9chUvqL2XO6yJ0QVMD13KOiBBCPsvMzISXlxdSUlKgra1d6HLUclxC8fHxyMnJQfv27WXOa9iwIVcxBoBWrVpBLBbj/v37qFatGgCgbt26XMUYAIyNjXHr1i0An7tliEQi2NraSmw7JycHVatW5fbTtWtXifmtWrVCcHAwRCKRxLaLMnXqVPj7+3PTqampMDMzQ4cOHYo8aSoLoVCI6OhouLm5gc/nKzqcCo1yJT/KVdHSbqTh0p0FUuUMC/j0mAATLRMZaxE6r+RHuZIP5Ula/h3y4lDluITU1NS+exsFT1KGYSAWiwEA6enp4PF4uHLlilQlV1NT87v3/TWBQACBQCAzvh/pi/SjHU9ZolzJj3IlW99GfbEzYQcSsh9LlHuadYWFnoWCoqo86LySH+VKPpSn/8ibB6ocl5CNjQ3U1NRw/PhxqW4VtWvXRmhoKDIyMrjW47Nnz0JJSQl2dnZybd/BwQEikQjJyclwcnKSuUzt2rVx9uxZibKzZ8/C1tZW7lZjQggpC3wlPrb02Iot8VsR9egostOy4dNiELrZdlN0aIQQIheqHJeQqqoqJk+ejEmTJkFFRQWtWrXC27dvcefOHfTv3x8zZ87EwIEDERAQgLdv32L06NH4/fffuS4VxbG1tUX//v0xYMAABAUFwcHBAW/fvsXx48fRoEEDdOrUCePHj0eTJk0wa9Ys9O3bF+fPn8fKlSuxatWqMj56QggpnjpfHUMbDMHA2gMQFRUFjxoeig6JEELkRpXjbzB9+nQoKytjxowZePnyJYyNjTFixAioq6vjyJEjGDt2LJo0aQJ1dXX07NkTS5YsKdH2Q0JCMHv2bIwfPx4vXryAvr4+mjdvDk9PTwBAo0aN8O+//2LGjBmYNWsWjI2N8ffff8Pb27sMjpYQQggh5OdBleNvoKSkhL/++gt//SU9JFH9+vVx4sSJQtf9eki3fMHBwRLTfD4fgYGBMkeSyNezZ0/07Nmz0PkFt0kIIYQQQopHLwEhhBBCCCHkC6ocE0IIIYQQ8gVVjgkhhBBCCPmCKseEEEIIIYR8QZVjQgghhBBCvqDKMSGEEEIIIV9Q5ZgQQgipqNLfAsIsRUdByE+FKsflhGVZ+Pj4QE9PDwzDoFu3bujWrZvc68fExIBhGHz69KnMYiSEEFJBPDgKrGwKLK4JLLQCIv2pkkxIOaGXgJSTw4cPIzQ0FDExMbCysoKamhpYllV0WIQQQiqaVzeRs80LkeoquGxQFVVFIvS4EQYrYRbQfbWioyPkh0eV43KSkJAAY2NjtGzZUtGhEEJImXvwJg1Hb7/C41cMmqTlwESPr+iQKo3MS2swtJoebqkKuLIIbS0EPdqPdhmzAA19BUZHyI+PKsflwNvbG2FhYQAAhmFgYWEBFxcXfPr0CXv37gUA5OTkYOLEidi2bRtSU1Ph6OiIpUuXokmTJhLbunLlCiZPnoy7d+/C3t4eISEhsLOz4+YfOHAAf//9N27dugVNTU04OTlhz549MuPKyclBTk4ON52amgoAEAqFEAqFpZkChcg/hh/hWMoa5Up+lKviBUU/xJrTT75M8RAZFIslvevDvW41hcZVkX19Xu34dFeiYgwAeQyD+XraaPkhCTwVHUWEWGHQd1A+lCdp8uaCYenefplLSUnB8uXLsW7dOsTFxYHH42HixIkSleOxY8di586d2LBhAywsLLBw4ULs378fjx49gp6eHmJiYtC2bVs0a9YMCxYsgIGBAUaMGAGRSISzZ88CAA4ePIiuXbvir7/+wq+//orc3FxERUVh6tSpMuMKCAhAYGCgVPmWLVugrq5eZvkghPy4EtOApbel211UeSz+biyCgKeAoCqZne8X4DovTea8MRojYMivXs4REfJjyMzMhJeXF1JSUqCtrV3oclQ5LifBwcEIDg5GYmIigM+tyfmV44yMDFSpUgWhoaHw8vIC8PmvG0tLS/j5+WHixIlc5fjYsWNo3749ACAqKgqdOnVCVlYWVFVV0bJlS1hZWWHz5s1yxSSr5djMzAzv3r0r8qSpLIRCIaKjo+Hm5gY+n27pFoVyJT/KVdEWHHmADWcSZc5b1c8ebnUMyzegSuLr82rGuUk48uKUzOWiukbBSMOonKOrWOg7KB/Kk7TU1FTo6+sXWzmmbhUVQEJCAoRCIVq1asWV8fl8NG3aFPHx8RLLNmjQgPu3sbExACA5ORnm5ua4fv06hg0bJvd+BQIBBAKBVDmfz/+hvkg/2vGUJcqV/ChXsvGVC28aVuErU86Kwefz0aOOl8zKcUuTljDTNVNAVBUTfQflQ3n6j7x5oKHcKpmvP1iGYQAAYrEYAKCmpqaQmAghJF+n+sYyy6uo89Hahh4kk0dLk5aY4DgBasr/XdMbGTbCnNZzFBgVIT8PqhxXANbW1lBRUeH6DgOfb4fExcWhTp06cm+nQYMGOH78eFmESAghcqlnqoOpv9QCT4nhyjQFyljezwGqfOpwLK+BdQfiRO8TWN9hPXZ32Y2wX8Kgr0Z/XBBSHqhbRQWgoaGBP/74AxMnToSenh7Mzc2xcOFCZGZmYsiQIXJvZ+bMmWjfvj2sra3x66+/Ii8vD1FRUZg8eXIZRk8IIZKGO1ujc0MTRN95hYfxt+Hftx30tOjOVklpqmiiuXFzRYdByE+HKscVxPz58yEWi/H7778jLS0Njo6OOHLkCKpUqSL3NlxcXLBjxw7MmjUL8+fPh7a2Ntq0aVOGURNCiGwmumrwamqGqHe3oKVKPzWEkMqDrljlxM/PD35+ftx0Tk4ONDU1uWlVVVUsX74cy5cvl7m+i4uL1Bv17O3tpcp69OiBHj16lF7ghBBCCCE/EepzXM7y8vJw9+5dnD9/HnXr1lV0OIQQQggh5CtUOS5nt2/fhqOjI+rWrYsRI0YoOhxCCCGEEPIV6lZRzuzt7ZGZmanoMAghhBBCiAzUckwIIYQQQsgXVDkmhBBCCCHkC6ocE0IIKRspzyAQpig6CkIIKRGqHJcClmXh4+MDPT09MAyDbt26oVu3bnKvHxMTg/+zd+dhUZXtA8e/wzAMoOwiYKIoLrngiqZoigq4pK9ralpKabjkglSamoqluRSKa71aifrTyszMV3HBBTNyIbfKXRTR3DKVEdFhgPn9oU5NgzhjwADdn+vyujjP2e5zdyZunnnOcxQKBbdv3y60GIUQosik7YfFQagWNqT9r6NQftEbNJetHZUQQphFiuMCsGXLFuLi4ti4cSNXrlxh+fLlxMXFFWkMer2eyZMn4+Pjg4ODAyEhIZw5c6ZIYxBCCO5cg//rSe71Y5y0U3HBVonNuZ2wuo+1IxNCCLNIcVwAUlJS8PHxISgoCG9vb1xcXHB1dS3SGGbPns38+fP55JNP2L9/P2XKlKF9+/bcv3+/SOMQQvzLHf2CH5U6OlaswIvP+NDFtwL9fby4eOM4XNhr7eiEEOKJpDj+h8LDwxk5ciRpaWkoFAr8/PwIDw83Glah1WoZNWoU5cuXx97enpYtW5KcnGxyrIMHDxIYGIijoyNBQUGcOnXKaP3//vc/mjRpgr29PeXKlaN79+7Ag17j2NhY3n33Xbp27Uq9evVYsWIFly9fZv369YV5+UIIYeT4bycZXb4cl1V/zhT6s72aEV6eaG9dsmJkQghhHpnn+B+aN28e/v7+LFmyhOTkZJRKJW+//bbRNmPHjuWbb75h+fLlVK5cmdmzZ9O+fXvOnj2Lu7u7YbuJEycSExODp6cnQ4cO5bXXXiMpKQmATZs20b17dyZOnMiKFSvIysoiPj4egPPnz3P16lVCQkIMx3JxceG5555j79699O3bN8/YtVotWq3WsKzRaADQ6XTodLqCSZAVPbqG0nAthU1yZT7JVf7+q9Vy38a03+WcnYoVN7WES97yJPeV+SRX5pE8mTI3F1Ic/0MuLi44OTmhVCrx9vY2WX/37l0+/vhj4uLi6NixIwBLly4lISGBzz77zKiQnj59Oq1btwbgnXfe4YUXXuD+/fvY29szffp0+vbty9SpUw3b169fH4CrV68C4OXlZXRuLy8vw7q8zJgxw+h4j2zbtg1HR0dzU1DsJSQkWDuEEkNyZT7JVd6O37cFdd7rki9coPyd+KINqISR+8p8kivzSJ7+ZO5L2KQ4LmQpKSnodDpatGhhaFOpVDRt2pQTJ04YbVuvXj3Dzz4+PgBcv36dSpUqceTIEV5//fUCjW38+PFERUUZljUaDb6+voSFheHs7Fyg57IGnU5HQkICoaGhqFQqa4dTrEmuzCe5yt+1I3oWHN9nukKv5J3/DMDX2bQTQch9ZQnJlXkkT6YefUP+JFIcFyN/vXkVCgUAubm5ADg4ODx2v0c91teuXTMU1Y+WGzRo8Nj91Go1arVpF49KpSpVH6TSdj2FSXJlPslV3gY17sI3Z7/hctYRo/bQCv2o6uFrnaBKELmvzCe5Mo/k6U/m5kEeyCtk/v7+2NnZGcYOw4O/5pKTk6ldu7bZx6lXrx47duzIc12VKlXw9vY2Wq/RaNi/fz/Nmzd/+uCFEMJCShslG3t/zht1J+Dn0ATv7PpMbzaHOWFjrR2aEEKYRXqOC1mZMmUYNmwYb7/9Nu7u7lSqVInZs2eTmZnJoEGDzD7OlClTaNeuHf7+/vTt25fs7Gzi4+MZN24cCoWCyMhIpk2bRvXq1alSpQqTJk2iQoUKFr2MRAghCoJKqWJo45cYVK8X8fHxdKwabO2QhBDCbFIcF4GZM2eSm5vLK6+8wp07dwgMDGTr1q24ubmZfYzg4GC+/vpr3n//fWbOnImzszOtWrUyrB87dix3794lIiKC27dv07JlS7Zs2YK9vX1hXJIQQgghRKkkxXEBiIyMJDIy0rCs1WopW7asYdne3p758+czf/78PPcPDg5Gr9cbtTVo0MCkrUePHvTo0SPPYygUCt577z3ee++9p7wKIYQQQgghY44LUHZ2NsePH2fv3r3UqVPH2uEIIYQQQggLSXFcgH799VcCAwOpU6cOQ4cOtXY4QgghhBDCQjKsogA1aNDA7AmmhRBCCCFE8SM9x0IIIYQQQjwkxbEQQgghhBAPSXEshBCi4GXeRHF8PV7phyEny9rRCCGE2aQ4/hu9Xk9ERATu7u4oFAqOHDnyj44XHh7+xBdx+Pn5ERsb+4/OI4QQxcbBOJhTG9tvB9Ps3FxsFzSAiwesHZUQQphFiuO/2bJlC3FxcWzcuJErV65Qt25da4ckhBAlx/WTXNzyFlHuZWjk50tQpYrMUuvI/OplyNFZOzohhHgima3ib1JSUvDx8SEoKMjaoQghRImTcXQ14d6eXLd98OtFp1SwysWJ1Mx7fHIuEaqHWjdAIYR4Auk5/ovw8HBGjhxJWloaCoUCPz8/cnNzmT17NtWqVUOtVlOpUiWmT59u2OeXX36hbdu2ODg44OHhQUREBBkZGSbH/uijj/Dx8cHDw4M33ngDnc64B+XOnTu89NJLlClThmeeeYZFixYZrU9LS6Nr166ULVsWZ2dnevfuzbVr1wzro6OjadCgAf/973/x9fXF0dGR3r17k56eXsBZEkKIx9uYcdZQGP9VkqMDJ9NTrBCREEJYRnqO/2LevHn4+/uzZMkSkpOTUSqVjB8/nqVLlzJ37lxatmzJlStXOHnyJAB3796lffv2NG/enOTkZK5fv87gwYMZMWIEcXFxhuPu2rULHx8fdu3axdmzZ+nTpw8NGjTg9ddfN2zz4YcfMmHCBKZOncrWrVsZPXo0NWrUIDQ0lNzcXENhvHv3brKzs3njjTfo06cPiYmJhmOcPXuWNWvW8L///Q+NRsOgQYMYPnw4q1atyvN6tVotWq3WsKzRaADQ6XQmxXtJ9OgaSsO1FDbJlfkkV/k7qnR+7LqTDu74S97yJPeV+SRX5pE8mTI3Fwq9Xq8v5FhKlNjYWGJjY0lNTeXOnTt4enqycOFCBg8ebLLt0qVLGTduHBcvXqRMmTIAxMfH06VLFy5fvoyXlxfh4eEkJiaSkpKCUqkEoHfv3tjY2PDll18CDx7Iq1WrFps3bzYcu2/fvmg0GuLj40lISKBjx46cP38eX19fAI4fP06dOnU4cOAATZo0ITo6mmnTpnHhwgWeeeYZ4MH46RdeeIHffvsNb29vk/ijo6OZOnWqSfvq1atxdHT8h5kUQvwbfX7lIOccvs1zXSf9aILcPIs4IiGEeCAzM5N+/fqRnp6Os/Pj/5CXnuN8nDhxAq1WS7t27R67vn79+obCGKBFixbk5uZy6tQpvLy8AKhTp46hMAbw8fHhl19+MTpW8+bNTZYfzWBx4sQJfH19DYUxQO3atXF1deXEiRM0adIEgEqVKhkK40fHeBRLXsXx+PHjiYqKMixrNBp8fX0JCwvL96YpKXQ6HQkJCYSGhqJSqawdTrEmuTKf5Cp/hzY/w9lr32Nj94dRu04TQKtWHQir7WWlyIo3ua/MJ7kyj+TJ1KNvyJ9EiuN8ODg4FMhx/n5TKhQKcnNzC+TY/4RarUatVpu0q1SqUvVBKm3XU5gkV+aTXOWtc72qrPh0CHbltmPrdAJy7dClN8TuTgitn/VGpZJfO/mR+8p8kivzSJ7+ZG4e5IG8fFSvXh0HBwd27NiR5/patWpx9OhR7t69a2hLSkrCxsaGmjVrWnSuffv2mSzXqlXLcJ6LFy9y8eJFw/rjx49z+/ZtateubWhLS0vj8uXLRsd4mliEEOJpNfFz59Xn6qO92oO7ZyZyN+Vtcm+GMr17A8qqpTAWQhR/Uhznw97ennHjxjF27FhWrFhBSkoK+/bt47PPPgOgf//+2NvbM3DgQH799Vd27drFyJEjeeWVVwxDKsyVlJTE7NmzOX36NIsWLeLrr79m9OjRAISEhBAQEED//v05dOgQBw4cYMCAAbRu3ZrAwECjeAcOHMjRo0fZs2cPo0aNonfv3nkOqRBCiMIyuUttNoxowRvBVelSKYftY1rStcEzT95RCCGKAfkz/gkmTZqEra0tkydP5vLly/j4+DB06FAAHB0dDTNLNGnSBEdHR3r27MmcOXMsPs+bb77JTz/9xNSpU3F2dmbOnDm0b98eeDAM47vvvmPkyJG0atUKGxsbOnTowIIFC4yOUa1aNXr06EGnTp24efMmnTt3ZvHixf88CUIIYaF6FV2p5VWGeO1pnnEtmCFqQghRFKQ4/pvIyEgiIyMNyzY2NkycOJGJEyfmuX1AQAA7d+587PH+OqXbI39/VXRqauoT46pUqRLffffdE7cbNmwYw4YNe+J2QgghhBDClAyrEEIIIYQQ4iEpjoUQQgghhHhIiuNSIjo6miNHjlg7DCGEEEKIEk2KYyGEEEIIIR6S4lgIIYQQQoiHpDgWQgghhBDiISmOC4leryciIgJ3d3cUCgWurq5GU8QVBD8/P5Np4YQQQgghxNOTeY4LyZYtW4iLiyMxMZGqVatiY2ODg0PBToSfnJxMmTJlCvSYQgjxT2nu6/h28zb0pzaTkaXnWydvegU3xcZGYe3QhBDiiaQ4LiQpKSn4+PgQFBRUaOfw9PQstGMLIcTT0GbnsG7+IK7af09iOQcc9Ll0OLKRlReiGPjqaGuHJ4QQTyTDKgpBeHg4I0eOJC0tDYVCgZ+fH8HBwUbDKm7dusWAAQNwc3PD0dGRjh07cubMGaPjfPPNN9SpUwe1Wo2fnx8xMTFG6/8+rOL27dsMGTIELy8v7O3tqVu3Lhs3bizMSxVCCCPfJ27kW7cDrHJx4jeVLWft7Fjo4czRuwu5ePWGtcMTQognkp7jQjBv3jz8/f1ZsmQJycnJKJVKXnzxRaNtwsPDOXPmDBs2bMDZ2Zlx48bRqVMnjh8/jkql4uDBg/Tu3Zvo6Gj69OnDjz/+yPDhw/Hw8CA8PNzknLm5uXTs2JE7d+7wf//3f/j7+3P8+HGUSuVj49RqtWi1WsOyRqMBQKfTodPpCiYZVvToGkrDtRQ2yZX5JFf5O3xuOefUKpP2BCd7Wu9fgXenkVaIqviT+8p8kivzSJ5MmZsLKY4LgYuLC05OTiiVSry9vU3WPyqKk5KSDMMuVq1aha+vL+vXr+fFF19kzpw5tGvXjkmTJgFQo0YNjh8/zocffphncbx9+3YOHDjAiRMnqFGjBgBVq1bNN84ZM2YwdepUk/Zt27bh6Oho6WUXWwkJCdYOocSQXJlPcpW31Jybj133y/VjEB9fhNGUPHJfmU9yZR7J058yMzPN2k6KYys4ceIEtra2PPfcc4Y2Dw8PatasyYkTJwzbdO3a1Wi/Fi1aEBsbS05OjkmP8JEjR6hYsaKhMDbH+PHjiYqKMixrNBp8fX0JCwvD2dn5aS6tWNHpdCQkJBAaGopKZdqTJf4kuTKf5Cp/1388xp7UL/Jc958XhlHLs34RR1QyyH1lPsmVeSRPph59Q/4kUhyXEk8zE4ZarUatVpu0q1SqUvVBKm3XU5gkV+aTXOWtT/MR/F/aem7m3jNqb+xUnXoVAq0UVckh95X5JFfmkTz9ydw8yAN5VlCrVi2ys7PZv3+/oe2PP/7g1KlT1K5d27BNUlKS0X5JSUnUqFEjz3HE9erV49KlS5w+fbpwgxdCiHw42zkT95+vaOXVFBsU2OmVdPfrzILOy60dmhBCmEV6jq2gevXqdO3alddff53//ve/ODk58c477/DMM88YhlK8+eabNGnShPfff58+ffqwd+9eFi5cyOLFi/M8ZuvWrWnVqhU9e/Zkzpw5VKtWjZMnT6JQKOjQoUNRXp4Q4l+uiksVFnX4jHvae2zZvIXOQZ2l50oIUWJIz7GVLFu2jMaNG9O5c2eaN2+OXq8nPj7e8AukUaNGrFmzhi+//JK6desyefJk3nvvvTwfxnvkm2++oUmTJrz00kvUrl2bsWPHkpOTU0RXJIQQxmxtbLFRyK8ZIUTJIj3HhSQyMtJoXuPExESj9W5ubqxYsSLfY/Ts2ZOePXs+dn1qaqrRsru7O59//rmloQohhBBCiIfkT3ohhBBCCCEekuJYCCGEEEKIh6Q4FkIIIYQQ4iEpjoUQQgghhHhIimMhhBBCCCEekuJYCCGEEEKIh6Q4fgy9Xk9ERATu7u4oFAqOHDli8TGio6Np0KBBgccmhBDFmTY7h//bd4HBKw+x7JQNO05et3ZIQghhNpnn+DG2bNlCXFwciYmJVK1alXLlylk7JCGEKPZycvUMivuJ06nJ+Dt/jzpXzZtfaDh2JZA3w2paOzwhhHgiKY4fIyUlBR8fH4KCgqwdihBClBgJx6/B7WlkVTvPrwoFAGW9DrEnOYSXm83Cy9neyhEKIUT+ZFhFHsLDwxk5ciRpaWkoFAoqVKhAhQoVyM3NNdqua9euvPbaa4blmTNn4uXlhZOTE4MGDeL+/ftG2wcHBxu9NQ+gW7duRq+E9vPzY9q0aQwYMICyZctSuXJlNmzYwO+//07Xrl0pW7Ys9erV46effjLsExcXh6urK+vXr6d69erY29vTvn17Ll68WHBJEUIIMyT/so6jnqnkPCyMATJtbLjhs519Zy5YMTIhhDCP9BznYd68efj7+7NkyRKSk5NRKpVUrFiRXbt20a5dOwBu3rzJli1biI+PB2DNmjVER0ezaNEiWrZsycqVK5k/fz5Vq1a1+Pxz587lgw8+YNKkScydO5dXXnmFoKAgXnvtNT788EPGjRvHgAEDOHbsGIqHv4AyMzOZPn06K1aswM7OjuHDh9O3b1+SkpIeex6tVotWqzUsazQaAHQ6HTqdzuK4i5tH11AarqWwSa7MJ7nKX8a9TaA0bU9X2pB+9St0uvFFH1QJIPeV+SRX5pE8mTI3F1Ic58HFxQUnJyeUSiXe3t4AdOzYkdWrVxuK47Vr11KuXDnatGkDQGxsLIMGDWLQoEEATJs2je3bt5v0HpujU6dODBkyBIDJkyfz8ccf06RJE1588UUAxo0bR/Pmzbl27ZohPp1Ox8KFC3nuuecAWL58ObVq1eLAgQM0bdo0z/PMmDGDqVOnmrRv27YNR0dHi+MurhISEqwdQokhuTKf5CpvNtmZeRbHAJm/pxk6FETe5L4yn+TKPJKnP2VmZpq1nRTHZurfvz+vv/46ixcvRq1Ws2rVKvr27YuNzYORKSdOnGDo0KFG+zRv3pxdu3ZZfK569eoZfvby8gIgICDApO369euG4tjW1pYmTZoYtnn22WdxdXXlxIkTjy2Ox48fT1RUlGFZo9Hg6+tLWFgYzs7OFsdd3Oh0OhISEggNDUWlUlk7nGJNcmU+yVX+Kp3IYOPhmSbtTrm59OvxPg6O8nBzXuS+Mp/kyjySJ1OPviF/EimOzdSlSxf0ej2bNm2iSZMm7Nmzh7lz51p0DBsbG/R6vVFbXl38f72JHw2byKvt72OgLaVWq1Gr1XmevzR9kErb9RQmyZX5JFd5a1ivP6+f+ZalGacMbXZ6Pe/XeBlnFx8rRlYyyH1lPsmVeSRPfzI3D/JAnpns7e3p0aMHq1at4osvvqBmzZo0atTIsL5WrVrs37/faJ99+/YZLXt6enLlyhXDck5ODr/++muBxJednW30kN6pU6e4ffs2tWrVKpDjCyGEuUb1XMv6lh8xyrUhA7Orsqn9atq1kLHGQoiSQXqOLdC/f386d+7MsWPHePnll43WjR49mvDwcAIDA2nRogWrVq3i2LFjRg/ktW3blqioKDZt2oS/vz9z5szh9u3bBRKbSqVi5MiRzJ8/H1tbW0aMGEGzZs0eO6RCCCEKk79/eypVakt8fDwe5eSPdCFEySHFsQXatm2Lu7s7p06dol+/fkbr+vTpQ0pKCmPHjuX+/fv07NmTYcOGsXXrVsM2r732GkePHmXAgAHY2toyZswYwwN9/5SjoyPjxo2jX79+/Pbbbzz//PN89tlnBXJsIYQQQoh/CymOHyMyMtJkTmIbGxsuX7782H0mTJjAhAkTjNpmzZpl+FmlUrF48WIWL1782GOkpqaatP19nLKfn59JG0CPHj3o0aPHY48thBBCCCHyJ2OOhRBCCCGEeEiKYyGEEEIIIR6S4rgUCA8PL7AH+4QQQggh/s2kOBZCCCGEEOIhKY6FEEIIIYR4SIpjIYQQQgghHpLi2Iqio6Np0KCBRfsoFArWr19fKPEIIYSAP+79wY60HRy5fsTaoQghrEDmORZCCFHwrvyMzYlN+F9LBU0D8Khs7YjM8snRT1jy8xJ0uToAarjVYEHbBVQoW8HKkQkhior0HAshhChY296F/z6P8vuZ1L38JbaLGsOxb60d1RPtubSHRUcWGQpjgNO3TjN+z3grRiWEKGpSHBeQJUuWUKFCBXJzc43au3btymuvvQbAzJkz8fLywsnJiUGDBnH//n2jbZOTkwkNDaVcuXK4uLjQunVrDh069Nhz9urVixEjRhiWIyMjUSgUnDx5EoCsrCzKlCnD9u3bC+oyhRAifxcPwI8LjJoUuTr0340AbYaVgjLPhpQNebYfun6IS3cuFXE0QghrkWEVBeTFF19k5MiR7Nq1i3bt2gFw8+ZNtmzZQnx8PGvWrCE6OppFixbRsmVLVq5cyfz586latarhGHfu3GHgwIEsWLAAvV5PTEwMnTp14syZMzg5OZmcs3Xr1vz3v/81LO/evZty5cqRmJjIs88+S3JyMjqdjqCgoDxj1mq1aLVaw7JGowFAp9Oh0+ny3KckeXQNpeFaCpvkynySq/zlHF2HfR7tiqwMsk9vR//sC0Uek7nuZt197DrNfQ06+8L7by73lfkkV+aRPJkyNxcKvV6vL+RY/jW6deuGh4cHn332GfCgN3nq1KlcvHiRli1b0rBhQxYtWmTYvlmzZty/f58jR47kebzc3FxcXV1ZvXo1nTt3Bh48kPftt9/SrVs3fvnlF+rXr8+1a9ewtbXF29ubSZMm8euvv/Lll18yffp04uPjSUpKyvP40dHRTJ061aR99erVODo6/sNsCCH+jZzOfE3bjP/luS6+whh0Xg2LOCLz7dfu53/3TGN3s3FjjNMYbBTyZasQJVlmZib9+vUjPT0dZ2fnx24nPccFqH///rz++ussXrwYtVrNqlWr6Nu3LzY2Npw4cYKhQ4cabd+8eXN27dplWL527RrvvvsuiYmJXL9+nZycHDIzM0lLS8vzfHXr1sXd3Z3du3djZ2dHw4YN6dy5s6EA3717N8HBwY+Nd/z48URFRRmWNRoNvr6+hIWF5XvTlBQ6nY6EhARCQ0NRqVTWDqdYk1yZT3KVvyVrc2h7yrTA/EPvRHbDV+jUoJIVojJPSE4IVxKv8NO1nwxtaqWa959/n6AKeX8DV1DkvjKf5Mo8kidTj74hfxIpjgtQly5d0Ov1bNq0iSZNmrBnzx7mzp1r9v4DBw7kjz/+YN68eVSuXBm1Wk3z5s3JysrKc3uFQkGrVq1ITExErVYTHBxMvXr10Gq1/Prrr/z444+89dZbjz2fWq1GrVabtKtUqlL1QSpt11OYJFfmk1zlzbVqY97/9WXesf0ClSIHgHS9IyN0o5ji61msc6ZSqVgatpQdaTtIvpqMh70HXat1LdKZKuS+Mp/kyjySpz+ZmwcpjguQvb09PXr0YNWqVZw9e5aaNWvSqFEjAGrVqsX+/fsZMGCAYft9+/YZ7Z+UlMTixYvp1KkTABcvXuTGjRv5nrN169YsXboUtVrN9OnTsbGxoVWrVnz44YdotVpatGhRwFcphBCP163BM7RP7Mn/bjUnWHmEe3o123Mb0aJWZZ71Lv7fSNna2NLerz3t/dpbOxQhhJVIcVzA+vfvT+fOnTl27Bgvv/yyoX306NGEh4cTGBhIixYtWLVqFceOHTN6IK969eqsXLmSwMBANBoNb7/9Ng4ODvmeLzg4mDFjxmBnZ0fLli0NbW+99RZNmjShTJkyhXOhQgiRhzJqW9YMac5HW0+x+YQnNjk6XmlRhaiwZ60dmhBCmEWeLihgbdu2xd3dnVOnTtGvXz9De58+fZg0aRJjx46lcePGXLhwgWHDhhnt+9lnn3Hr1i0aNWrEK6+8wqhRoyhfvny+5wsICMDV1ZUGDRpQtmxZ4EFxnJOTk+94YyGEKCwVXB2Y06cBhya25b3AHN4Oq4G9SmntsIQQwizSc1zAbGxsuHz5cp7rJkyYwIQJE4zaZs2aZfi5YcOGJCcnG63v1auX0fLfJxexsbHh5s2bRm0NGjQw2U4IIYQQQjyZ9BwLIYQQQgjxkBTHQgghhBBCPCTFsRBCCCGEEA9JcSyEEEIIIcRDUhwLIYQQQgjxkBTHQgghhBBCPCTFcSHR6/VERETg7u6OQqGgW7dudOvWzdphCSGEEEKIfMg8x4Vky5YtxMXFkZiYSNWqVXFwcCiyuYf9/PyIjIwkMjKySM4nhChcGdpsDl64hZO9LQ19XVEoFNYOySz3s++To8+xdhhCCGERKY4LSUpKCj4+PgQFBRXYMbOysrCzsyuw4wkhir8vD6QxbdMJMrTZANTwKssnLzemqmdZK0f2eGdvnWXWgRnsv5qMEgU/7U1m3HPv4KJ2sXZoQgjxRDKsohCEh4czcuRI0tLSUCgU+Pn5ER4ebjSsIjg4mBEjRjBixAhcXFwoV64ckyZNMupd9vPz4/3332fAgAE4OzsTEREBwDfffEOdOnVQq9X4+fkRExNjdNwLFy4wZswYFApFielhEkKY+vW3dMZ/+4uhMAY4fS2Dof930IpR5S9dm86g+JfZd/UAevRkk8v/zm9k9NbXrR2aEEKYRXqOC8G8efPw9/dnyZIlJCcno1Qqefvtt022W758OYMGDeLAgQP89NNPREREUKlSJV5//c9fIh999BGTJ09mypQpABw8eJDevXsTHR1Nnz59+PHHHxk+fDgeHh6Eh4ezbt066tevT0REhNFx8qLVatFqtYZljUYDgE6nQ6fTFUQqrOrRNZSGaylskivzFWWu1iSnkddorNPXMjh4/gb1Kha/ntj1Rz/nZvZdk/aDt05w9MohapcLsEJUxZ98Bs0nuTKP5MmUubmQ4rgQuLi44OTkhFKpxNvb+7Hb+fr6MnfuXBQKBTVr1uSXX35h7ty5RkVt27ZtefPNNw3L/fv3p127dkyaNAmAGjVqcPz4cT788EPCw8Nxd3dHqVTi5OSU77kBZsyYwdSpU03at23bhqOjo6WXXWwlJCRYO4QSQ3JlvqLI1ckUGx73Bd+O73/kkmvRPMdgiWM3Nj72N0tiwn9JdelUtAGVMPIZNJ/kyjySpz9lZmaatZ0Ux1bUrFkzo2EPzZs3JyYmhpycHJRKJQCBgYFG+5w4cYKuXbsatbVo0YLY2Fij/cwxfvx4oqKiDMsajQZfX1/CwsJwdnZ+mksqVnQ6HQkJCYSGhqJSqawdTrEmuTJfUeZK/8tVDqz52aTdyd6Wob3a4WBn/ue9qOT+7ys237lu0q7Q6+lcqzGVGkpxnBf5DJpPcmUeyZOpR9+QP4kUx8VcmTJlCu3YarUatVpt0q5SqUrVB6m0XU9hklyZryhy1bn+M/zv56vsOPlnsWmjgCld6uBcxr5Qz/20OtV9hRW7Izn7t4eHu2Tex79uL5D7K1/yGTSf5Mo8kqc/mZsHKY6taP/+/UbL+/bto3r16vn2/taqVYukpCSjtqSkJGrUqGHYz87OjpwcmT5JiJLOVmnDkgGBbD12ld2nfsfZwZaejSvyrHfx/WZHXb0DcUea8OmVPSQ6OuCg19M54y79m70Dju7WDk8IIZ5IimMrSktLIyoqiiFDhnDo0CEWLFhgNPNEXt58802aNGnC+++/T58+fdi7dy8LFy5k8eLFhm38/Pz4/vvv6du3L2q1mnLlyhX2pQghConSRkGnAB86BfhYOxTzKBS49FrBm6c2MeZEPKmXr1Opx9so/ZpZOzIhhDCLFMdWNGDAAO7du0fTpk1RKpWMHj3aMF3b4zRq1Ig1a9YwefJk3n//fXx8fHjvvfcIDw83bPPee+8xZMgQ/P390Wq1RfbyESGEAMDGBmp1IadaB36Jj8f3mcbWjkgIIcwmxXEh+fsb6rRaLWXLGk/ar1KpiI2N5eOPP87zGKmpqXm29+zZk549ez723M2aNePo0aMWxyyEEEII8W8nLwEpZNnZ2Rw/fpy9e/dSp04da4cjhBBCCCHyIcVxIfv1118JDAykTp06DB061NrhCCGEEEKIfFg0rEKn0/Hss8+yceNGatWqVVgxlSoNGjTIc9LpxMTEog9GCCGEEELky6KeY5VKxf379wsrFiGEEEIIIazK4mEVb7zxBrNmzSI7O7sw4hFCCCGEEMJqLJ6tIjk5mR07drBt2zYCAgJM3uC2bt26AgtOCCGEEEKIomRxcezq6prvNGJCCFHYrt69SvLVZFzULgRVCMLWRmalLFZyc+DYtyhPbab+ld9RpLmCf2trRyWEEGax+DfKsmXLCiMOq9Pr9QwZMoS1a9dy69YtDh8+TIMGDawd1lNbsmQJ77//Pr/99htz5swxmnNZiJJsweEFfPbLZ+ToH7wivUKZCiwOWYy/q7+VIxMA5ObCmgFwciM2gB/Ayt0QMhVaRlo1NCGEMMdTTeWWnZ3N9u3b+e9//8udO3cAuHz5MhkZGQUaXFHasmULcXFxbNy4kStXrtCwYUPWr19v7bCeSKFQmMSp0WgYMWIE48aN47fffnviW/eEKCmSfktiyc9LDIUxwOW7lxn7/VgrRiWMnN0OJzeatu+aDndvFH08QghhIYt7ji9cuECHDh1IS0tDq9USGhqKk5MTs2bNQqvV8sknnxRGnIUuJSUFHx8fgoKCrB0KOTk5KBQKbGyebhrqtLQ0dDodL7zwAj4+PgUcnRDWs+ncpjzbT986zelbp6nhVqOIIxImzu3Kuz0nC1L3QJ3uRRuPEEJYyOLiePTo0QQGBnL06FE8PDwM7d27d+f1118v0OCKSnh4OMuXLwce9MRWrlwZeHBNAJUrVyY1NZXo6GjWr1/PqFGjiI6O5ubNmwwYMIAFCxYQExPDnDlzyM3NZfTo0UycONFw/Dlz5rBs2TLOnTuHu7s7Xbp0Yfbs2YbXScfFxREZGcmKFSt45513OH36NGfPnkWtVjN48GB27tyJt7c306dPZ8KECYZXU/v5+ZnEGR0dzauvvgpA1apVATh//rxh27/SarVotVrDskajAR7MZ63T6QoqvVbz6BpKw7UUtpKSq/vZj59KMlObWSTxl5RcWYuNnRPKx6zLVjmjl7zlSe4r80muzCN5MmVuLiwujvfs2cOPP/6InZ2dUbufnx+//fabpYcrFubNm4e/vz9LliwhOTkZpVJJ+fLlWbZsGR06dECp/PN/9SkpKWzevJktW7aQkpJCr169OHfuHDVq1GD37t38+OOPvPbaa4SEhPDcc88BYGNjw/z586lSpQrnzp1j+PDhjB07lsWLFxuOm5mZyaxZs/j000/x8PCgfPnydO3alRs3bpCYmIhKpSIqKorr168b9klOTjaJs2zZsvj6+hISEsKBAwfw9fXF09Mzz+ueMWMGU6dONWnftm0bjo6OBZVeq0tISLB2CCVGcc+Va5Zrnu0uChfO7zvPBcWFIouluOfKWrSa8nTV26JWGE/3eREvfjqmweZEvJUiKxnkvjKf5Mo8kqc/5fVStrxYXBzn5uaSk5Nj0n7p0iWcnJwsPVyx4OLigpOTE0qlEm9vb0O7q6ur0TI8uP7PP/8cJycnateuTZs2bTh16hTx8fHY2NhQs2ZNZs2axa5duwzF8V8fhvPz82PatGkMHTrUqDjW6XQsXryY+vXrA3Dy5Em2b99OcnIygYGBAHz66adUr17dsM+jovfvcT7q0ff09DSJ/6/Gjx9PVFSUYVmj0eDr60tYWBjOzs7mJa8Y0+l0JCQkEBoaikqlsnY4xVpJyVX73PbcTLrJjos7DG32SntmtJpBM59mRRJDScmVtSzclcKIE6P4QPUZnop0AE7m+vKGbhSTazUnyN/jCUf4d5L7ynySK/NInkw9+ob8SSwujsPCwoiNjWXJkiXAg2EIGRkZTJkyhU6dOll6uBLHz8/P6I8ALy8vlEql0fhgLy8vox7e7du3M2PGDE6ePIlGoyE7O5v79++TmZlp6KG1s7OjXr16hn1OnTqFra0tjRo1MrRVq1YNNze3ArsWtVqNWq02aVepVKXqg1TarqcwFfdcqVAxt81c9l3Zx74r+3BTu/FC1RfwdMz725FCjaWY58pa7mhzScgNZJe2AfUVKdxHzTG9HwAZWXrJ2RPIfWU+yZV5JE9/MjcPFj/xFRMTQ1JSErVr1+b+/fv069fPMKRi1qxZFgda0vw9sQqFIs+23NxcAFJTU+ncuTP16tXjm2++4eDBgyxatAiArKwswz4ODg4oFIpCjl6Ikk+hUNC8QnPGNB5DeN1wqxTG4vFaVn/QM5yNLQf1NQ2FsZ3ShuequlsxMiGEMI/FPccVK1bk6NGjfPXVVxw9epSMjAwGDRpE//79cXBwKIwYrUKlUuU5fMRSBw8eJDc3l5iYGEPv8po1a564X82aNcnOzubw4cM0btwYgLNnz3Lr1q1CiVMIIQpCcI3yhNb2IuH4NaP2MaE1KFfW9JsqIYQobiwujr///nuCgoLo378//fv3N7RnZ2fz/fff06pVqwIN0Fr8/PzYsWMHLVq0QK1WP/VwhmrVqqHT6ViwYAFdunQhKSnJrOnunn32WUJCQoiIiODjjz9GpVLx5ptvmvQwF1ScQghREGxsFHzycmM2/nyZhGNXuXHtMiM6N6VlDS9rhyaEEGaxeFhFmzZtuHnzpkl7eno6bdq0KZCgioOYmBgSEhLw9fWlYcOGT32c+vXrM2fOHGbNmkXdunVZtWoVM2bMMGvfFStW4OXlRatWrQxT5Tk5OWFvb1/gcQohREFR2ijo2uAZ5vaux0v+uTxXRYZTCCFKDoVer9dbsoONjQ3Xrl0zmR7s9OnTBAYGmv0koLDcpUuX8PX1Zfv27bRr167Aj6/RaHBxcSE9Pb3UzFYRHx9Pp06d5GGEJ5BcmU9yZT7JlfkkV+aTXJlH8mTK3DrH7GEVPXr0AB48DBMeHm40y0FOTg4///xzsXi7XGmyc+dOMjIyCAgI4MqVK4wdOxY/P79SM3RFCCGEEKK4Mbs4dnFxAUCv1+Pk5GT08J2dnR3NmjUrsW/IK650Oh0TJkzg3LlzODk5ERQUxKpVq+QvQCGEEEKIQmJ2cbxs2TLgwQNgb731FmXKlCm0oMQD7du3p3379tYOQwghhBDiX8PiB/KmTJmCWq1m+/bt/Pe//+XOnTsAXL58mYyMjAIPUAghhBBCiKJi8VRuFy5coEOHDqSlpaHVagkNDcXJyYlZs2ah1WrNmqZMCCGEEEKI4sjinuPRo0cTGBjIrVu3jMYdd+/enR07dhRocEIIIUquTF0mOr3O2mEIIYRFLC6O9+zZw7vvvoudnZ1R+6NXSBd3er2eiIgI3N3dUSgUHDlyxNohFYjo6GgaNGhg7TCEEILTt07z2tbXaPl1S6alT2PijxNJ16ZbOywhhDCLxcVxbm5unq8rvnTpEk5OTgUSVGHasmULcXFxbNy4kStXrtCwYUPWr19v7bCEEKJUuH3/Nq9uGUTy1WQAcshhc+pm3tg+0sqRCSGEeSwujsPCwoiNjTUsKxQKMjIymDJlCp06dSrI2ApFSkoKPj4+BAUF4e3tbdVYcnJyyM3NtWoMQghRkL4+tR5N1m2T9qM3DvPL778UfUBCCGEhi4vjmJgYkpKSqF27Nvfv36dfv36GIRWzZs0qjBgLTHh4OCNHjiQtLQ2FQoGfnx/wYLz0X5cfDVH4/PPPqVSpEmXLlmX48OHk5OQwe/ZsvL29KV++PNOnTzc6/pw5cwgICKBMmTL4+voyfPhwoxk84uLicHV1ZcOGDdSuXRu1Wk1aWhpXrlzhhRdewMHBgSpVqrB69Wr8/PyM/ghJS0uja9eulC1bFmdnZ3r37s21a9dMrnHlypX4+fnh4uJC3759DbOJCCFEUfgh9fRj1+1LO1OEkQghxNOxeLaKihUrcvToUb788kt+/vlnMjIyGDRoEP379zd6QK84mjdvHv7+/ixZsoTk5GSUSiXly5dn2bJldOjQAaVSadg2JSWFzZs3s2XLFlJSUujVqxfnzp2jRo0a7N69mx9//JHXXnuNkJAQnnvuOeDBq7Xnz59PlSpVOHfuHMOHD2fs2LEsXrzYcNzMzExmzZrFp59+ioeHB+XLl6dr167cuHGDxMREVCoVUVFRXL9+3bBPbm6uoTDevXs32dnZvPHGG/Tp04fExESjmNevX8/GjRu5desWvXv3ZubMmSZF/CNarRatVmtYfvTqb51Oh05X8h+ieXQNpeFaCpvkynySq/w5Z9jn2a7Q61He95K8PYbcV+aTXJlH8mTK3FxYXBwD2Nra8vLLLz/Nrlbl4uKCk5MTSqXSaEiFq6uryRCL3NxcPv/8c5ycnKhduzZt2rTh1KlTxMfHY2NjQ82aNZk1axa7du0yFMeRkZGG/f38/Jg2bRpDhw41Ko51Oh2LFy+mfv36AJw8eZLt27eTnJxMYGAgAJ9++inVq1c37LNjxw5++eUXzp8/j6+vLwArVqygTp06JCcn06RJE0PMcXFxhrHfr7zyCjt27HhscTxjxgymTp1q0r5t2zYcHR3NS2oJkJCQYO0QSgzJlfkkV3nrcvU0V5yyOKU2fmi7W8ZdfE7sIP7GDStFVjLIfWU+yZV5JE9/yszMNGu7pyqOL1++zA8//MD169dNxsyOGjXqaQ5Z7Pj5+Rk9YOjl5YVSqcTGxsao7a89vNu3b2fGjBmcPHkSjUZDdnY29+/fJzMz01Bs2tnZUa9ePcM+p06dwtbWlkaNGhnaqlWrhpubm2H5xIkT+Pr6GgpjgNq1a+Pq6sqJEycMxfHfY/bx8TGK7+/Gjx9PVFSUYVmj0eDr60tYWBjOzs7mJaoY0+l0JCQkEBoaKq/cfgLJlfkkV/nL3fojzx3ayDIXZ3Y7OmCv19M54y59NRnoe9ZF/2zxfzbFGuS+Mp/kyjySJ1OPviF/EouL47i4OIYMGYKdnR0eHh4oFArDOoVCUWqK47/fSAqFIs+2R38cpKam0rlzZ4YNG8b06dNxd3fnhx9+YNCgQWRlZRmKYwcHB6OcFXbM+T3wp1arUavVeR6nNH2QStv1FCbJlfkkV49RpzPqnz4h8lY6kbf+nL5Nr3JEUb0dSM7yJfeV+SRX5pE8/cncPFj8QN6kSZOYPHky6enppKamcv78ecO/c+fOWRyotalUqjynprPUwYMHyc3NJSYmhmbNmlGjRg0uX778xP1q1qxJdnY2hw8fNrSdPXuWW7duGZZr1arFxYsXuXjxoqHt+PHj3L59m9q1a//j2IUQosBUeR4ahxs16RU2KDrOBnsX68QkhBAWsLg4zszMpG/fvkbDC0oyPz8/duzYwdWrV40KUktVq1YNnU7HggULOHfuHCtXrjTrVdrPPvssISEhREREcODAAQ4fPkxERIRRD3NISAgBAQH079+fQ4cOceDAAQYMGEDr1q0N45SFEKLY6DIPwjeR89wwTnl3JTsiCRq9Yu2ohBDCLBZXuIMGDeLrr78ujFisIiYmhoSEBHx9fWnYsOFTH6d+/frMmTOHWbNmUbduXVatWsWMGTPM2nfFihV4eXnRqlUrunfvzuuvv46TkxP29g+e+lYoFHz33Xe4ubnRqlUrQkJCqFq1Kl999dVTxyuEEIXKryW5Ie9z0qcnlKv+5O2FEKKYUOj1er0lO+Tk5NC5c2fu3btHQECAyfiNOXPmFGiA/0aXLl3C19eX7du3065duyI7r0ajwcXFhfT09FLzQF58fDydOnWS8VZPILkyn+TKfJIr80muzCe5Mo/kyZS5dY7FD+TNmDGDrVu3UrNmTQCTB/KE5Xbu3ElGRgYBAQFcuXKFsWPH4ufnR6tWrawdmhBCCCHEv4rFxXFMTAyff/454eHhhRDOv5NOp2PChAmcO3cOJycngoKCWLVqlfylJ4QQQghRxCwujtVqNS1atCiMWP612rdvT/v27a0dhhBCCCHEv57FD+SNHj2aBQsWFEYsQgghhBBCWJXFPccHDhxg586dbNy4kTp16ph89b9u3boCC04IIYQQQoiiZHFx7OrqSo8ePQojFiGEEEIIIazK4uJ42bJlhRGHVen1eoYMGcLatWu5desWhw8fpkGDBgV+ntTUVKpUqWI4fmJiIm3atOHWrVu4uro+9XH9/PyIjIwkMjKywGIVQoh/zLKZQoUQolgoHa+5+4e2bNlCXFwcGzdu5MqVKzRs2JD169cX+nmDgoK4cuUKLi7/7JWqycnJREREGJYVCkWRxC+EEHn6IwW+6EfWrAqEHI3AZvPboL1j7aiEEMIsFvccA6xdu5Y1a9aQlpZGVlaW0bpDhw4VSGBFKSUlBR8fH4KCgor0vHZ2dnh7e//j43h6ehZANEIIUQDup3N65QvMts9hfyUfVHo97S9u4J0vU3AZ+D9rRyeEEE9kcc/x/PnzefXVV/Hy8uLw4cM0bdoUDw8Pzp07R8eOHQsjxkIVHh7OyJEjSUtLQ6FQ4OfnB0D37t2NllNSUujatSteXl6ULVuWJk2asH37dqNj5dVj6+rqSlxcXJ7nTkxMRKFQcPv2bQDi4uJwdXVl48aN1KxZE0dHR3r16kVmZibLly/Hz88PNzc3Ro0aRU5OjuE4fn5+xMbGGn7OK34hhCgK6YeWM9jZhv0O9gDoFAo2li3DqPsn4cpRK0cnhBBPZnHP8eLFi1myZAkvvfQScXFxjB07lqpVqzJ58mRu3rxZGDEWqnnz5uHv78+SJUtITk5GqVRSvnx5li1bRocOHVAqlQBkZGTQqVMnpk+fjlqtZsWKFXTp0oVTp05RqVKlAosnMzOT+fPn8+WXX3Lnzh169OhB9+7dcXV1JT4+nnPnztGzZ09atGhBnz59TPZPTk7OM/68aLVatFqtYVmj0QAPXkqi0+kK7Jqs5dE1lIZrKWySK/NJrvL3ZWoit/L4/84he3sOndtJQLnaVoiq+JP7ynySK/NInkyZmwuLi+O0tDTD8AMHBwfu3HkwjuyVV16hWbNmLFy40NJDWpWLiwtOTk4olUqjIQ6urq5Gy/Xr16d+/fqG5ffff59vv/2WDRs2MGLEiAKLR6fT8fHHH+Pv7w9Ar169WLlyJdeuXaNs2bLUrl2bNm3asGvXrjyL40dDLP4ef15mzJjB1KlTTdq3bduGo6NjAVxN8ZCQkGDtEEoMyZX5JFd5+zFdC4/538fqExd5/kZ80QZUwsh9ZT7JlXkkT3/KzMw0azuLi2Nvb29u3rxJ5cqVqVSpEvv27aN+/fqcP38efSl+MjkjI4Po6Gg2bdrElStXyM7O5t69e6SlpRXoeRwdHQ2FMYCXlxd+fn6ULVvWqO369ev/+Fzjx48nKirKsKzRaPD19SUsLAxnZ+d/fHxr0+l0JCQkEBoaKq/ifgLJlfkkV/nb+G0q3PvUpF2hh7oBfenUqGHRB1UCyH1lPsmVeSRPph59Q/4kFhfHbdu2ZcOGDTRs2JBXX32VMWPGsHbtWn766adSPf/xW2+9RUJCAh999BHVqlXDwcGBXr16GT2QqFAoTP5AsPTrjL/fwAqFIs+23NxcC6/AlFqtRq1W5xlDafoglbbrKUySK/NJrvL2SsMX2b9zA3p74z/g9Xca06N+Q8nZE8h9ZT7JlXkkT38yNw8WF8dLliwxFGZvvPEGHh4e/Pjjj/znP/9hyJAhlh6uWFKpVEYPvAEkJSURHh5O9+7dgQc9yampqUbbeHp6cuXKFcPymTNnzO7CL0h5xS+EEEWhVfUKhP0yjQ3nV2HrdAJy7cjWNOS9NhE428svaCFE8WdRcZydnc0HH3zAa6+9RsWKFQHo27cvffv2LZTgrMXPz48dO3bQokUL1Go1bm5uVK9enXXr1tGlSxcUCgWTJk0y6b1t27YtCxcupHnz5uTk5DBu3Dir/LWWV/xCCFFUPurRnBfP1WDbsStcunCeqJefp2YFV2uHJYQQZrFoKjdbW1tmz55NdnZ2YcVTLMTExJCQkICvry8NGz4YHzdnzhzc3NwICgqiS5cutG/fnkaNGpns5+vry/PPP0+/fv146623rPJgW17xCyFEUXquqgfvdKhJJ99cqnqWsXY4QghhNoXewqfounbtSo8ePRg4cGBhxSSsRKPR4OLiQnp6eql5IC8+Pp5OnTrJeKsnkFyZT3JlPsmV+SRX5pNcmUfyZMrcOsfiMccdO3bknXfe4ZdffqFx48aUKWPcI/Cf//zH8miFEEIIIYQoBiwujocPHw48GGbwdwqFQh4EE0IIIYQQJZbFxXFBTCEmhBBCCCFEcWTRA3lCCCGEEEKUZhb3HAPcvXuX3bt3k5aWZvQSDIBRo0YVSGBCCCGEEEIUNYuL48OHD9OpUycyMzO5e/cu7u7u3LhxA0dHR8qXLy/FsRBCCCGEKLEsHlYxZswYunTpwq1bt3BwcGDfvn1cuHCBxo0b89FHH1l0LL1eT0REBO7u7igUCo4cOWJpOEIIIYqhgxduEZNwhq2XFKTdLPo3hQohxNOyuDg+cuQIb775JjY2NiiVSrRaLb6+vsyePZsJEyZYdKwtW7YQFxfHxo0buXLlCnXr1rU0nBIhODiYyMhIa4chhBBFYvL6n+mzcinLznzIjqyNdPjvl3x7+JK1wxJCCLNYPKxCpVJhY/Ogpi5fvjxpaWnUqlULFxcXLl68aNGxUlJS8PHxISgoyNIwSh29Xk9OTg62tk81DFwIIYqFfSk3WJM2Cwffn/9sdN/LuzvTCKkVjZO9vIxACFG8Wdxz3LBhQ5KTkwFo3bo1kydPZtWqVURGRlrU8xseHs7IkSNJS0tDoVDg5+dHcHAwI0eOJDIyEjc3N7y8vFi6dCl3797l1VdfxcnJiWrVqrF582bDcXJychg0aBBVqlTBwcGBmjVrMm/ePMP6+/fvU6dOHSIiIgxtKSkpODk58fnnn6PRaHBwcDA6JsC3336Lk5MTmZmZBAUFMW7cOKP1v//+OyqViu+//x6AxYsXU716dezt7fHy8qJXr16G69y9ezfz5s1DoVCgUChITU0lMTERhULB5s2bady4MWq1mh9++IHc3FxmzJhhuJ769euzdu1aw3lv3bpF//798fT0xMHBgerVq7Ns2TIAsrKyGDFiBD4+Ptjb21O5cmVmzJhh9n8TIYT4p/7v522oXH42abd138i2k+esEJEQQljG4m7KDz74gDt37gAwffp0BgwYwLBhw6hevTqff/652ceZN28e/v7+LFmyhOTkZJRKJS+++CLLly9n7NixHDhwgK+++ophw4bx7bff0r17dyZMmMDcuXN55ZVXSEtLw9HRkdzcXCpWrMjXX3+Nh4cHP/74IxEREfj4+NC7d2/s7e1ZtWoVzz33HC+88AKdO3fm5ZdfJjQ0lNdeew2Azp07s3r1ajp27GiIb9WqVXTr1g1HR0f69+/P7NmzmTlzJgqFAoCvvvqKChUq8Pzzz/PTTz8xatQoVq5cSVBQEDdv3mTPnj2G6zx9+jR169blvffeA8DT05PU1FQA3nnnHT766COqVq2Km5sbM2bM4P/+7//45JNPqF69Ot9//z0vv/wynp6etG7dmkmTJnH8+HE2b95MuXLlOHv2LPfu3QNg/vz5bNiwgTVr1lCpUiUuXryYb2++VqtFq9UaljUaDfDglZM6nc7s/5bF1aNrKA3XUtgkV+aTXOXv7t0debbn2uRyIX0fOl3VIo6oZJD7ynySK/NInkyZmwuFXq/XF3IsjxUbG0tsbKyhUAwODiYnJ8dQWObk5ODi4kKPHj1YsWIFAFevXsXHx4e9e/fSrFmzPI87YsQIrl69atTj+uGHHzJ79mz69u3LN998wy+//IKHhwcA69ev55VXXuHatWs4Ojqi0Wjw8vLi22+/pUOHDvz+++9UqFCBnTt38vzzzwMQFBREq1atmDlzJuvWrePVV1/l0qVLODk5mcQTHBxMgwYNiI2NNbQlJibSpk0b1q9fT9euXYEHxaq7uzvbt2+nefPmhm0HDx5MZmYmq1ev5j//+Q/lypXL8w+RUaNGcezYMbZv324o4vMTHR3N1KlTTdpXr16No6PjE/cXQoi/O3hlHt86/J7nukh9EOXcOhVxREII8UBmZib9+vUjPT0dZ2fnx2731ANcr1+/zqlTpwB49tln8fT0fNpDGalXr57hZ6VSiYeHBwEBAYY2Ly8vw/kfWbRoEZ9//jlpaWncu3ePrKwsGjRoYHTcN998k/Xr17Nw4UI2b95sKIwBOnXqhEqlYsOGDYbi2dnZmZCQEOBBT29YWBirVq3i+eef5/z58+zdu5f//ve/AISGhlK5cmWqVq1Khw4d6NChA927dzerwAwMDDT8fPbsWTIzMwkNDTXaJisri4YNGwIwbNgwevbsyaFDhwgLC6Nbt26GMdvh4eGEhoZSs2ZNOnToQOfOnQkLC3vsucePH09UVJRhWaPR4OvrS1hYWL43TUmh0+lISEggNDQUlUrGOeZHcmU+yVX+6id8z/+ubyX7b3+gV9Bl83LzF7Cp0fExe/67yX1lPsmVeSRPph59Q/4kFhfHd+7cYfjw4Xz55Zfk5OQAD4rYPn36sGjRIlxcXCw9pJG//wdUKBRGbY96RB+9xvrLL7/krbfeIiYmhubNm+Pk5MSHH37I/v37jY5z/fp1Tp8+jVKp5MyZM3To0MGwzs7Ojl69erF69Wr69u3L6tWr6dOnj9HDcf3792fUqFEsWLCA1atXExAQYCjanZycOHToEImJiWzbto3JkycTHR1NcnIyrq6u+V5vmTJlDD9nZGQAsGnTJp555hmj7dRqNQAdO3bkwoULxMfHk5CQQLt27XjjjTf46KOPaNSoEefPn2fz5s1s376d3r17ExISYtSD/vdjPjruX6lUqlL1QSpt11OYJFfmk1zlza9RODNWrmaahxvpSiUAlXU6YjQ61DXbg63kLD9yX5lPcmUeydOfzM2DxQ/kDR48mP3797Nx40Zu377N7du32bhxIz/99BNDhgyxONB/KikpiaCgIIYPH07Dhg2pVq0aKSkpJtu99tprBAQEsHz5csaNG8eJEyeM1vfv358tW7Zw7Ngxdu7cSf/+/Y3Wd+3alfv377NlyxZWr15tst7W1paQkBBmz57Nzz//TGpqKjt37gQeFN+P/pDIT+3atVGr1aSlpVGtWjWjf76+vobtPD09GThwIP/3f/9HbGwsS5YsMaxzdnamT58+LF26lK+++opvvvmGmzdvPjmRQghRELwD6NDyXXZcusbSK9dYefkqG25kUrPb52Br+se4EEIUNxb3HG/cuJGtW7fSsmVLQ1v79u1ZunSpUW9sUalevTorVqxg69atVKlShZUrV5KcnEyVKlUM2yxatIi9e/fy888/4+vry6ZNm+jfvz/79u3Dzs4OgFatWuHt7U3//v2pUqUKzz33nNF5ypQpQ7du3Zg0aRInTpzgpZdeMqzbuHEj586do1WrVri5uREfH09ubi41a9YEwM/Pj/3795OamkrZsmVxd3fP81qcnJx46623GDNmDLm5ubRs2ZL09HSSkpJwdnZm4MCBTJ48mcaNG1OnTh20Wi0bN26kVq1aAMyZMwcfHx8aNmyIjY0NX3/9Nd7e3k/svRZCiALV/A3UdXoQeGorR46dIufFcdiUcbV2VEIIYRaLe449PDzyHDrh4uKCm5tbgQRliSFDhtCjRw/69OnDc889xx9//MHw4cMN60+ePMnbb7/N4sWLDb2vixcv5saNG0yaNMmwnUKh4KWXXuLo0aMmvcKP9O/fn6NHj/L8889TqVIlQ7urqyvr1q2jbdu21KpVi08++YQvvviCOnXqAPDWW2+hVCqpXbs2np6epKWlPfZ63n//fSZNmsSMGTOoVasWHTp0YNOmTYZi387OjvHjx1OvXj1atWqFUqnkyy+/BB4U17NnzyYwMJAmTZqQmppKfHy8YV5qIYQoMs4+6Bv05ze3ZmBX5snbCyFEMWHxbBVLlizh66+/ZuXKlXh7ewMPZpAYOHAgPXr0sMrQClEwNBoNLi4uT3yKs6TQ6XTEx8cbHrgUjye5Mp/kynySK/NJrswnuTKP5MmUuXWOxcMqPv74Y86ePUulSpUMvadpaWmo1Wp+//13wwwOAIcOHXqK0IUQQgghhLAOi4vjbt26FUIYQgghhBBCWJ/FxfGUKVMKIw4hhBBCCCGsTp7UEkIIIYQQ4iEpjoUQQgghhHhIimMhhBBCCCEeKrXFsV6vJyIiAnd3dxQKBUeOHMl3+8TERBQKBbdv3y6S+IQQQgghRPFTaovjLVu2EBcXx8aNG7ly5Qp169a1WixxcXHyljohhCipsrPAslcCCCFKMItnq8jJySEuLo4dO3Zw/fp1cnNzjdbv3LmzwIL7J1JSUvDx8SEoKMjaoZgtKyvL8DprIYQoye7rctif8gfn7zz4Jq9ESk2C7VPgUjI4uEHgaxA8HpTyQgUhSjOLe45Hjx7N6NGjycnJoW7dutSvX9/oX3EQHh7OyJEjSUtLQ6FQ4Ofnh1arZdSoUZQvXx57e3tatmxJcnKyyb4HDx4kMDAQR0dHgoKCOHXqlFnnPHr0KG3atMHJyQlnZ2caN27MTz/9RGJiIq+++irp6ekoFAoUCgXR0dEA+Pn58f777zNgwACcnZ2JiIgA4IcffuD555/HwcEBX19fRo0axd27dw3nWrx4MdWrV8fe3h4vLy969eplWLd27VoCAgJwcHDAw8ODkJAQo32FEKKwbfz5Ms1m7GBg3EFif7UlbF4SJ65orB2WZa6f5PrqXszOPEPvCt4Mc7Yl8afFsGW8tSMTQhQyi3uOv/zyS9asWUOnTp0KI54CMW/ePPz9/VmyZAnJyckolUrGjh3LN998w/Lly6lcuTKzZ8+mffv2nD17Fnd3d8O+EydOJCYmBk9PT4YOHcprr71GUlLSE8/Zv39/GjZsyMcff4xSqeTIkSOoVCqCgoKIjY1l8uTJhkK7bNmyhv0++ugjJk+ebJg/OiUlhQ4dOjBt2jQ+//xzfv/9d0aMGMGIESNYtmwZP/30E6NGjWLlypUEBQVx8+ZN9uzZA8CVK1d46aWXmD17Nt27d+fOnTvs2bPnsb02Wq0WrVZrWNZoHvzy0ul06HQ6C7Ne/Dy6htJwLYVNcmU+yVX+LtzMJPLLI2Tn/vn/ndQ/Mnl9eTLbxzyP0kZhxejMd+vHefT3cuWq7Z+/Jn9wdGD86a958flx4OBaoOeT+8p8kivzSJ5MmZsLhd7C77sqVKhAYmIiNWrUeKrAikpsbCyxsbGkpqZy9+5d3NzciIuLo1+/fsCDBPn5+REZGcnbb79NYmIibdq0Yfv27bRr1w6A+Ph4XnjhBe7du4e9vX2+53N2dmbBggUMHDjQZF1cXByRkZEmD/v5+fnRsGFDvv32W0Pb4MGDUSqVRq/h/uGHH2jdujV3794lPj6eV199lUuXLuHk5GR0vEOHDtG4cWNSU1OpXLnyE3MUHR3N1KlTTdpXr16No6PjE/cXQoi/23xRwZZLyjzXDauVw7OuJWOIxcnL7/F/jlkm7S45OUxyiOC+YxUrRCWE+CcyMzPp168f6enpODs7P3Y7i3uO33zzTebNm8fChQtRKEpGD0BKSgo6nY4WLVoY2lQqFU2bNuXEiRNG29arV8/ws4+PDwDXr1+nUqVK+Z4jKiqKwYMHs3LlSkJCQnjxxRfx9/d/YmyBgYFGy0ePHuXnn39m1apVhja9Xk9ubi7nz58nNDSUypUrU7VqVTp06ECHDh3o3r07jo6O1K9fn3bt2hEQEED79u0JCwujV69euLm55Xnu8ePHExUVZVjWaDT4+voSFhaW701TUuh0OhISEggNDUWlkjGC+ZFcmU9ylb8jm0/BpQt5rqtVryEd63oXcURPZ+PaeZD1u0l7ulKJb+vnqe5ZL4+9np7cV+aTXJlH8mTq0TfkT2JxcfzDDz+wa9cuNm/eTJ06dUwSvm7dOksPWaz89XoeFf9/f+gwL9HR0fTr149NmzaxefNmpkyZwpdffkn37t3z3a9MmTJGyxkZGQwZMoRRo0aZbFupUiXs7Ow4dOgQiYmJbNu2jcmTJxMdHU1ycjKurq4kJCTw448/sm3bNhYsWMDEiRPZv38/VaqY9nKo1WrUanWeOShNH6TSdj2FSXJlPslV3oKf9WLZj6bFsdrWhudreJWYnPl4N4S0bSbttijwdq9SaNch95X5JFfmkTz9ydw8WPxAnqurK927d6d169aUK1cOFxcXo3/Fkb+/P3Z2dkZjh3U6HcnJydSuXbvAzlOjRg3GjBnDtm3b6NGjB8uWLQPAzs6OnJwcs47RqFEjjh8/TrVq1Uz+PZrJwtbWlpCQEGbPns3PP/9MamqqYZYQhUJBixYtmDp1KocPH8bOzs5o2IYQQhSmVtXL0bmej0n7uA7P4lam5MzG07feIGwVpsNDOvl3wd3ePY89hBClhcU9x48KvpKkTJkyDBs2jLfffht3d3cqVarE7NmzyczMZNCgQf/4+Pfu3ePtt9+mV69eVKlShUuXLpGcnEzPnj2BB2OLMzIy2LFjB/Xr18fR0fGxY3rHjRtHs2bNGDFiBIMHD6ZMmTIcP36chIQEFi5cyMaNGzl37hytWrXCzc2N+Ph4cnNzqVmzJvv372fHjh2EhYVRvnx59u/fz++//06tWrX+8TUKIYQ5FAoF8/s25D/1K7Dt2FWuX77IqK7NCaxSztqhWaS2R23mtokl5qcYUjWp2Cvt6eLfhbFNxlo7NCFEIbO4OH7k999/N8y+ULNmTTw9PQssqMIwc+ZMcnNzeeWVV7hz5w6BgYFs3br1seNxLaFUKvnjjz8YMGAA165do1y5cvTo0cPwsFtQUBBDhw6lT58+/PHHH0yZMsUwndvf1atXj927dzNx4kSef/559Ho9/v7+9OnTB3jQc79u3Tqio6O5f/8+1atX54svvqBOnTqcOHGC77//ntjYWDQaDZUrVyYmJoaOHTv+42sUQghz2dgoCKvjTZsaHsTHX6B+xeL5reKTBPsGE+wbzO+Zv1PWriwOtg7WDkkIUQQsnq3i7t27jBw5khUrVhjG4iqVSgYMGMCCBQtkloMSTKPR4OLi8sSnOEsKnU5HfHw8nTp1kvFWTyC5Mp/kynySK/NJrswnuTKP5MmUuXWOxWOOo6Ki2L17N//73/+4ffs2t2/f5rvvvmP37t28+eab/yhoIYQQQgghrMni4vibb77hs88+o2PHjjg7O+Ps7EynTp1YunQpa9euLYwYi4U6depQtmzZPP/9ddo1IYQQQghRclk85jgzMxMvLy+T9vLly5OZmVkgQRVH8fHxj32zSl75EEIIIYQQJY/FxXHz5s2ZMmUKK1asMLw17t69e0ydOpXmzZsXeIDFhTlvnBNCCCGEECWbxcXxvHnzaN++PRUrVqR+/frAg7e62dvbs3Xr1gIPUAghhBBCiKJicXFct25dzpw5w6pVqzh58iQAL730Ev3798fBQaa5EUIIIYQQJddTzXPs6OjI66+/XtCx/Gvo9XqGDBnC2rVruXXrFocPH6ZBgwbWDksIIYQQ4l/PrOJ4w4YNdOzYEZVKxYYNG/Ld9j//+U+BBFaabdmyhbi4OBITE6latSrlyhXMm6MSExOJiori2LFj+Pr68u677xIeHl4gxy4IV+9eZe7Buey6uAs7pR2dqnRidKPRlFGVsXZoQgghhBCAmcVxt27duHr1KuXLl6dbt26P3U6hUJCTk1NQsZVaKSkp+Pj4EBQUVGDHPH/+PC+88AJDhw5l1apV7Nixg8GDB+Pj40P79u0L7DxP6372fV7d8iqXMi4BcC/7Hl+c/IJzt8/xaftPrRydEKKg/fpbOlt/vcyF3xQ0TL9PpXLyEgIhRMlg1jzHubm5lC9f3vDz4/5JYfxk4eHhjBw5krS0NBQKBX5+fgQHBzNq1CjGjh2Lu7s73t7eJq+Xvn37NoMHD8bT0xNnZ2fatm3L0aNHDes/+eQTqlSpQkxMDLVq1WLEiBH06tWLuXPnFvEV5m3z+c2Gwviv9l/dz8+//2yFiIQQhWXaxuOMWPg1d79fRJnfEuk5N54NRy9bOywhhDCLxWOOV6xYQZ8+fVCr1UbtWVlZfPnllwwYMKDAgiuN5s2bh7+/P0uWLCE5ORmlUsmLL77I8uXLiYqKYv/+/ezdu5fw8HBatGhBaGgoAC+++CIODg5s3rwZFxcX/vvf/9KuXTtOnz6Nu7s7e/fuJSQkxOhc7du3JzIy8rGxaLVatFqtYVmj0QAPXjn5uDmdn1bKrZTHrjtz8wy1XGsV6PkAwzUU9LWURpIr80mu8nfwwi0c98aw0+4bbBR6ACbrV/Lmukie94+irPqpHnUp9eS+Mp/kyjySJ1Pm5kKh1+v1lhxYqVRy5coVQ0/yI3/88Qfly5eX3mMzxMbGEhsbS2pqKgDBwcHk5OSwZ88ewzZNmzalbdu2zJw5kx9++IEXXniB69evG/1RUq1aNcaOHUtERAQ1atTg1VdfZfz48Yb18fHxvPDCC2RmZuY5k0h0dDRTp041aV+9ejWOjo4FeMVwOOsw32R+k+e6YWWH8YztMwV6PiGEdRw9m8rkO5NN2tP1jizynU8dTzsrRCWEEA9eZNevXz/S09NxdnZ+7HYW/wmv1+tRKBQm7ZcuXcLFxcXSw4mH6tWrZ7Ts4+PD9evXgQfzSGdkZODh4WG0zb1790hJeXyP7JOMHz+eqKgow7JGo8HX15ewsLB8b5qn0S6nHQc3HyRVk2rU3sKnBa+3KZyZT3Q6HQkJCYSGhqJSyXjH/EiuzCe5yl/5z8fAHdN2F0UmHStpqdumW5HHVBLIfWU+yZV5JE+mHn1D/iRmF8cNGzZEoVCgUCho164dtrZ/7pqTk8P58+fp0KGD5ZEKAJMbV6FQkJubC0BGRgY+Pj4kJiaa7Ofq6gqAt7c3165dM1p37do1nJ2dHzv/tFqtNhke8yiWgv4gqVQqlnVYxqIji9iZthM7pR0vVHmBofWHorIt3A9tYVxPaSW5Mp/kKm/VvZzgSt7r6lZ0lZw9gdxX5pNcmUfy9Cdz82B2cfxoloojR47Qvn17ypYta1hnZ2eHn58fPXv2tCxKYZZGjRpx9epVbG1t8fPzy3Ob5s2bEx8fb9SWkJBQrF7pXc6hHFOaT2FK8ynWDkUIUUjKNXkRjiw2ac+2c0FVvZ0VIhJCCMuYXRxPmfKgoPHz86NPnz7Y29sXWlDCWEhICM2bN6dbt27Mnj2bGjVqcPnyZTZt2kT37t0JDAxk6NChLFy4kLFjx/Laa6+xc+dO1qxZw6ZNm6wdvhDi3+SZRtBmIvpdH6DgwSMtepUDtr2WgkreoiqEKP4sHnM8cODAwohD5EOhUBAfH8/EiRN59dVX+f333/H29qZVq1Z4eXkBUKVKFTZt2sSYMWOYN28eFStW5NNPPy0WcxwLIf5lWo9FUbcnOSfj+eVkCnVenIDKufyT9xNCiGLA4uI4JyeHuXPnsmbNGtLS0sjKyjJaf/PmzQILrrSKjIw0mmItr7HE69evN1p2cnJi/vz5zJ8//7HHDQ4O5vDhwwUUpRBC/AMe/uQ2HcqFG/HUcXCzdjRCCGE2s14C8ldTp05lzpw59OnTh/T0dKKioujRowc2NjYmL64QQgghhBCiJLG4OF61ahVLly7lzTffxNbWlpdeeolPP/2UyZMns2/fvsKIUQghhBBCiCJhcXF89epVAgICAChbtizp6ekAdO7cWR7+EkIIIYQQJZrFxXHFihW5cuXBJJb+/v5s27YNgOTk5DznzBVCCCGEEKKksLg47t69Ozt27ABg5MiRTJo0ierVqzNgwABee+21Ag9QCCGEEEKIomLxbBUzZ840/NynTx8qVarE3r17qV69Ol26dCnQ4IQQQgghhChKFhfHf9e8efNi9RY2IYQQQgghnpbFwyqWL19u9ODd2LFjcXV1JSgoiAsXLhRocE9Lr9cTERGBu7s7CoWCI0eOWDsk4uLicHV1tXYYQgghhBAiHxYXxx988AEODg9eAbp3714WLlzI7NmzKVeuHGPGjCnwAJ/Gli1biIuLY+PGjVy5coW6detaOyQhhPjXuHv/Nos2D+OlVUGs+v191u+biV6vt3ZYQghhFouHVVy8eJFq1aoBD97i1qtXLyIiImjRogXBwcEFHd9TSUlJwcfHh6CgIGuHUizodDpUKpW1wxBC/AvodFoGftGOUzZZoABU8N65NRy9fJBpfdZbOzwhhHgii4vjsmXL8scff1CpUiW2bdtGVFQUAPb29ty7d6/AA7RUeHg4y5cvB0ChUFC5cmX8/PwMvccrV65EpVIxbNgw3nvvPRQKBQCLFy9m7ty5XLx4ERcXF55//nnWrl0LQG5uLrNmzWLJkiVcvXqVGjVqMGnSJHr16gU8eP1zmzZt2LhxI+PHj+f06dM0aNCATz/91KTXev369bz99ttcvHiR1q1b8+mnn+Lr62tYP3PmTObOnUtmZia9e/fG09OTLVu2GIaGJCcnM2HCBA4fPoxOp6NBgwbMnTuXRo0aGY6hUChYvHgxmzdvZseOHbz99tt5vr1Qq9Wi1WoNyxqNBnhQTOt0un/yn6FYeHQNpeFaCpvkynySq/x9nTjjQWH8N/+7d5bXLv2Er1d9K0RV/Ml9ZT7JlXkkT6bMzYVCb+F3Xf379+fkyZM0bNiQL774grS0NDw8PNiwYQMTJkzg119/faqAC0p6ejrz589nyZIlJCcno1QqefHFFzl48CCDBg1i2LBh/PTTT0RERBAbG8vrr7/OTz/9RLNmzVi5ciVBQUHcvHmTPXv2MGrUKACmT5/O//3f/xEbG0v16tX5/vvvGTp0KFu3bqV169aG4rhWrVrMmzcPb29vQy5Onz6NSqUiLi6OiIgI6tevz/z587Gzs2P48OHY2tqSlJQEwJo1axgwYACLFi2iZcuWrFy5kvnz51O1alVDcbxz504uX75MYGAger2emJgYNm7cyJkzZ3BycgIeFMfly5dn5syZtG7dGltbWypVqmSSq+joaKZOnWrSvnr1ahwdHQvpv5AQojTb9lsM35e5lee6PvcbE+DdvYgjEkKIBzIzM+nXrx/p6ek4Ozs/djuLi+Pbt2/z7rvvcvHiRYYNG0aHDh0AmDJlCnZ2dkycOPGfRV4AYmNjiY2NJTU1FYDg4GCuX7/OsWPHDD3F77zzDhs2bOD48eOsW7eOV199lUuXLhkKzEe0Wi3u7u5s377daFaOwYMHk5mZyerVqw3F8ZdffkmfPn0AuHnzJhUrViQuLo7evXsTFxfHq6++yr59+3juuecAOHnyJLVq1WL//v00bdqUoKAgGjZsyKJFiwznadasGffv33/sQ4W5ubm4urqyevVqOnfuDDwojiMjI5k7d26+ecqr59jX15cbN27ke9OUFDqdjoSEBEJDQ2VYyRNIrswnucrf1OV9+U51Os91Yz0G0bf9G0UcUckg95X5JFfmkTyZ0mg0lCtX7onFscXDKlxdXVm4cKFJe149kMVJs2bNDIUxPJiCLiYmhpycHEJDQ6lcuTJVq1alQ4cOdOjQge7du+Po6MjZs2fJzMwkNDTU6HhZWVk0bNjQqO2vxbO7uzs1a9bkxIkThjZbW1uaNGliWH722WdxdXXlxIkTNG3alBMnTjB06FCTY+7atcuwfO3aNd59910SExO5fv06OTk5ZGZmkpaWZrRfYGDgE3OiVqvzfKuhSqUqVR+k0nY9hUlyZT7JVd6eDxjNrmPD0CiNn/eucV9Pp9ZDJGdPIPeV+SRX5pE8/cncPJhVHP/888/UrVsXGxsbfv7553y3rVevnlknLk6cnJw4dOgQiYmJbNu2jcmTJxMdHU1ycjIZGRkAbNq0iWeeecZoP2u8LnvgwIH88ccfzJs3j8qVK6NWq2nevDlZWcZj/MqUKVPksQkhRGiT5/nhSC9O6r7mpL0SpV5Po7sKgvw+wMPJwdrhCSHEE5lVHDdo0ICrV69Svnx5GjRogEKhMJqW59GyQqEgJyen0IL9J/bv32+0vG/fPqpXr45SqQQe9OqGhIQQEhLClClTcHV1ZefOnYSGhqJWq0lLS6N169b5nmPfvn2Gsb23bt3i9OnT1KpVy7A+Ozubn376iaZNmwJw6tQpbt++bdjm0RCLAQMGGB3zr5KSkli8eDGdOnUCHswecuPGjadJiRBCFDgbGwXRr0ez6efBHDm4lT9uZdK7ax9aVPeydmhCCGEWs4rj8+fP4+npafi5JEpLSyMqKoohQ4Zw6NAhFixYQExMDAAbN27k3LlztGrVCjc3N+Lj48nNzaVmzZo4OTnx1ltvMWbMGHJzc2nZsiXp6ekkJSXh7OzMwIEDDed477338PDwwMvLi4kTJ1KuXDm6detmWK9SqRg5ciTz58/H1taWESNG0KxZM0OxPHr0aMLDwwkMDKRFixasWrWKY8eOUbVqVcMxqlevzsqVKwkMDESj0fD2228b5p0WQojiQGmj4D8NfOlYZyDx8fE09XO3dkhCCGE2s4rjypUr5/lzSTJgwADu3btH06ZNUSqVjB49moiICODBOOp169YRHR3N/fv3qV69Ol988QV16tQB4P3338fT05MZM2Zw7tw5XF1dadSoERMmTDA6x8yZMxk9ejRnzpyhQYMG/O9//8POzs6w3tHRkXHjxtGvXz9+++03nn/+eT777DPD+j59+pCSksLYsWO5f/8+PXv2ZNiwYWzdutWwzWeffUZERASNGjXC19eXDz74gLfeeqswUyeEEEII8a9h8QN5AJcvX+aHH37g+vXr5ObmGq17NP2ZNUVGRhIZGWnUplKpiI2N5eOPPzbZvmXLliQmJj72eAqFgtGjRzN69Oh8z9uyZcvHTmUXHh5OeHg4AD169HjsMSZMmGBUdP99fuKGDRuSnJxs1PZovuVH5E1UQgghhBBPx+LiOC4ujiFDhmBnZ4eHh4fRDBAKhaJYFMdCCCGEEEI8DYuL40mTJjF58mTGjx+PjY3Nk3cQQgghhBCihLC4OM7MzKRv374lqjDOb8hEQQgODi60oQzR0dF5vvpZCCGEEEIUPIsr3EGDBvH1118XRixCCCGEEEJYlcU9xzNmzKBz585s2bKFgIAAk7eNzJkzp8CCE0IIIYQQoig9VXG8detWatasCWDyQJ4QQgiRpytH4dYF8KkPbiVzWlAhROlncXEcExPD559/bpiWrDTS6/UMGTKEtWvXcuvWLQ4fPkyDBg2sHZYQohBcu3uN71K+48a9GzTyakRIpRBsbZ5qlkvxN3/czeJ+NnDvNqx6FVL3PFihsIFGA+CFuVCCnl8RQvw7WPwbQK1W06JFi8KIpdjYsmULcXFxJCYmUrVqVcqVK/fYbcPDw7l9+zbr168vugCFEAXiwJUDjNg5gnvZ9wD44uQXNPZqzCchn2Bva2/l6EquXy6lM+m7Xzly8TY2KKl0fijNM/b8uYE+Fw7GgXcANBlstTiFECIvFv/JPnr0aBYsWFAYsRQbKSkp+Pj4EBQUhLe3N7a2/7wXSafTFUBkQoiCotfreX/f+4bC+JGD1w7yzZlvrBRVyfdHhpaXP9vPkYu3AVCho9GdxLw3PvJFUYUlhBBms7g4PnDgAMuXL6dq1ap06dKFHj16GP0r6cLDwxk5ciRpaWkoFAr8/PxYu3YtAQEBODg44OHhQUhICHfv3iU6Oprly5fz3XffoVAoUCgUJCYmkpqaikKh4KuvvqJ169bY29uzatUqAD7//HPq1KmDWq3Gx8eHESNGGM49Z84cAgICKFOmDL6+vgwfPpyMjAzD+gsXLtClSxfc3NwoU6YMderUIT4+3rD+119/pWPHjpQtWxYvLy9eeeUVbty4UXTJE6IEuaC5QKomNc91iRcTizKUUmXdod9Iv/dnZ4AtOagV2XlvnHW3iKISQgjzWdwl6urqWiqK4MeZN28e/v7+LFmyhOTkZHQ6HVWrVmX27Nl0796dO3fusGfPHvR6PW+99RYnTpxAo9GwbNkyANzd3bl8+TIA77zzDjExMTRs2BB7e3s+/vhjoqKimDlzJh07diQ9PZ2kpCTDuW1sbJg/fz5VqlTh3LlzDB8+nLFjx7J48WIA3njjDbKysvj+++8pU6YMx48fp2zZsgDcvn2btm3bMnjwYObOncu9e/cYN24cvXv3ZufOnXleq1arRavVGpY1Gg3woJe7NPR0P7qG0nAthe3fmCvbfP73Z6+0f2wu/o25ssTFm8YF710c2J/7LM/ZnDTZNqdaKLmSR0DuK0tIrswjeTJlbi4U+sJ6e0UJFhsbS2xsLKmpqRw6dIjGjRuTmppK5cqmT1fnNeY4NTWVKlWqEBsby+jRow3tzzzzDK+++irTpk0zK461a9cydOhQQ+9vvXr16NmzJ1OmTDHZdtq0aezZs4etW7ca2i5duoSvry+nTp2iRo0aJvtER0czdepUk/bVq1fj6OhoVoxClGSfZ3zOuexzJu39HPtR2662FSIq+Q7eULDijNKorbYilVV2H+Cm+PObMI19RX6oPgGdbdmiDlEI8S+VmZlJv379SE9Px9nZ+bHbySPZT1C/fn3atWtHQEAA7du3JywsjF69euHm5vbEfQMDAw0/X79+ncuXL9OuXbvHbr99+3ZmzJjByZMn0Wg0ZGdnc//+fTIzM3F0dGTUqFEMGzaMbdu2ERISQs+ePalXrx4AR48eZdeuXYae5L9KSUnJszgeP348UVFRhmWNRoOvry9hYWH53jQlhU6nIyEhgdDQUJP5uIWxf2uuGmc2JnJ3JKdunQLAVmHLgNoDGFF/xGP3+bfmylwh2bkc+fQAP/+mMbQd1/uxuM5q3vE+CLfT0FdoiEPt7oSqHKwYafEi95X5JFfmkTyZevQN+ZOYVRw3atSIHTt24ObmRsOGDfOdz/jQoUPmRVhCKJVKEhIS+PHHH9m2bRsLFixg4sSJ7N+/nypVquS7b5kyZQw/Ozjk/0sgNTWVzp07M2zYMKZPn467uzs//PADgwYNIisrC0dHRwYPHkz79u3ZtGkT27ZtY8aMGcTExDBy5EgyMjLo0qULs2bNMjm2j49PnudUq9Wo1WqTdpVKVao+SKXtegrTvy1XFV0qsvY/azly/Qi/3/udBp4N8HT0NGvff1uuzKVSweqI5ny25zzbT1wlU5POa23r0K+ZHwpFa2uHV+zJfWU+yZV5JE9/MjcPZhXHXbt2NRRRXbt2/de97EOhUNCiRQtatGjB5MmTqVy5Mt9++y1RUVHY2dmRk5PzxGM4OTnh5+fHjh07aNOmjcn6gwcPkpubS0xMDDYP5/1cs2aNyXa+vr4MHTqUoUOHMn78eJYuXcrIkSNp1KgR33zzDX5+fgUyu4YQ/yYNyjewdgilSlm1LaNDqjO8tR/x8fF0Cqz4r/u9IYQoucyqov46xjU6OrqwYimW9u/fz44dOwgLC6N8+fLs37+f33//nVq1agHg5+fH1q1bOXXqFB4eHri4uDz2WNHR0QwdOpTy5cvTsWNH7ty5Q1JSEiNHjqRatWrodDoWLFhAly5dSEpK4pNPPjHaPzIyko4dO1KjRg1u3brFrl27DHG88cYbLF26lJdeeomxY8fi7u7O2bNn+fLLL/n0009RKpV5hSSEEEIIIf7C4qncqlatyh9//GHSfvv2bapWrVogQRUnzs7OfP/993Tq1IkaNWrw7rvvEhMTQ8eOHQF4/fXXqVmzJoGBgXh6ehrNPvF3AwcOJDY2lsWLF1OnTh06d+7MmTNngAdjm+fMmcOsWbOoW7cuq1atYsaMGUb75+Tk8MYbb1CrVi06dOhAjRo1DDNZVKhQgaSkJHJycggLCyMgIIDIyEhcXV0NPdFCCCGEECJ/Fn//npqamucwAq1Wy6VLlwokKGuLjIwkMjISgFq1arFly5bHbuvp6cm2bdtM2h83CciQIUMYMmRInuvGjBnDmDFjjNpeeeUVw89PevlK9erVWbduXb7bCCGEEEKIxzO7ON6wYYPh561btxoNH8jJyWHHjh1PfEBNCCGEEEKI4szs4rhbt27Ag4fTBg4caLROpVLh5+dHTExMgQYnhBBCCCFEUTK7OM7NzQWgSpUqJCcnU65cuUILSgghhBBCCGuweMzx+fPnCyMOIYQQQgghrO6ppjHYsWMHnTt3xt/fH39/fzp37sz27dsLOjYhhBBCCCGKlMXF8eLFi+nQoQNOTk6MHj2a0aNH4+zsTKdOnVi0aFFhxCiEEEIIIUSRsLg4/uCDD5g7dy5ffPEFo0aNYtSoUaxevZq5c+fywQcfFEaMRUav1xMREYG7uzsKhYIjR45YO6R/JDg42DAlnRBCFKnfDmGzeybVrm2E9IvWjkYIIcxmcXF8+/ZtOnToYNIeFhZGenp6gQRlLVu2bCEuLo6NGzdy5coV6tat+9htw8PDDTN4CCGE+Ist42FpG5Q/fESdy2uwXdwEfllr7aiEEMIsFhfH//nPf/j2229N2r/77js6d+5cIEFZS0pKCj4+PgQFBeHt7Y2trcXPK5rQ6XQFEJkQQpQQF/aStW8xa5zK8oaXJ1Hly7FbrSL3f6NBe8fa0QkhxBNZXBzXrl2b6dOn88ILLzBt2jSmTZtG586dmT59OnXr1mX+/PmGfyVJeHg4I0eOJC0tDYVCgZ+fH2vXriUgIAAHBwc8PDwICQnh7t27REdHs3z5cr777jsUCgUKhYLExERSU1NRKBR89dVXtG7dGnt7e1atWgXA559/Tp06dVCr1fj4+DBixAjDudPS0ujatStly5bF2dmZ3r17c+3aNcP66OhoGjRowMqVK/Hz88PFxYW+ffty586fv2ju3r3LgAEDKFu2LD4+PjLntBDCKjJ+/o43vD15v5w73zs6kFDGkZHenixyVMK5RGuHJ4QQT2Rx1+hnn32Gm5sbx48f5/jx44Z2V1dXPvvsM8OyQqFg1KhRBRNlEZg3bx7+/v4sWbKE5ORkdDodVatWZfbs2XTv3p07d+6wZ88e9Ho9b731FidOnECj0bBs2TIA3N3duXz5MgDvvPMOMTExNGzYEHt7ez7++GOioqKYOXMmHTt2JD09naSkJODB/NGPCuPdu3eTnZ3NG2+8QZ8+fUhMTDTEl5KSwvr169m4cSO3bt2id+/ezJw5k+nTpwPw9ttvs3v3br777jvKly/PhAkTOHToEA0aNHjsNWu1WrRarWFZo9EAD3q7S0OP96NrKA3XUtgkV+aTXOVv9e9p7HNwMGn/3NWZwCvXCawmecuL3Ffmk1yZR/JkytxcyDzHD7m4uODk5IRSqcTb25tDhw6RnZ1Njx49qFy5MgABAQGG7R0cHNBqtXh7e5scKzIykh49ehiWp02bxptvvsno0aMNbU2aNAEeTIv3yy+/cP78eXx9fQFYsWIFderUITk52bBdbm4ucXFxODk5AfDKK6+wY8cOpk+fTkZGBp999hn/93//R7t27QBYvnw5FStWzPeaZ8yYwdSpU03at23bhqOj45OTVkIkJCRYO4QSQ3JlPslV3jZmAaa1MdkKBcvOX+L6nfgij6kkkfvKfJIr80ie/pSZmWnWdk89qPbGjRsApfZNefXr16ddu3YEBATQvn17wsLC6NWrF25ubk/cNzAw0PDz9evXuXz5sqFo/bsTJ07g6+trKIzhwdAVV1dXTpw4YSiO/fz8DIUxgI+PD9evXwce9CpnZWXx3HPPGda7u7tTs2bNfOMcP348UVFRhmWNRoOvry9hYWE4Ozs/8TqLO51OR0JCAqGhoahUKmuHU6xJrswnucrfru1nOH/9lzzXdQ5qTcdqLYo4opJB7ivzSa7MI3ky9egb8iexqDi+ffs2EydO5KuvvuLWrVsAuLm50bdvX6ZNm4arq6vFgRZXSqWShIQEfvzxR7Zt28aCBQuYOHEi+/fvp0qVKvnuW6ZMGcPPDnl8vfg0/n5jKxQKwyu9n5ZarUatVud5rtL0QSpt11OYJFfmk1zl7a0W/dm57gv0iiyjdiebZ+jybGsUCoWVIisZ5L4yn+TKPJKnP5mbB7MfyLt58ybPPfccy5cvp2fPnsTExBATE0OPHj2Ii4ujefPmhoK5tFAoFLRo0YKpU6dy+PBh7OzsDDN12NnZkZOT88RjODk54efnx44dO/JcX6tWLS5evMjFi3/OA3r8+HFu375N7dq1zYrT398flUrF/v37DW23bt3i9OnTZu0vhBAFpaKzD/PazMdZ+eeQs4r2tfiq61IpjIUQJYLZPcfvvfcednZ2pKSk4OXlZbIuLCyM9957j7lz5xZ4kNawf/9+duzYQVhYGOXLl2f//v38/vvv1KpVC3gwzGHr1q2cOnUKDw8PXFxcHnus6Ohohg4dSvny5enYsSN37twhKSmJkSNHEhISQkBAAP379yc2Npbs7GyGDx9O69atjYZn5Kds2bIMGjSIt99+Gw8PD8qXL8/EiROxsXmqt4MLIcQ/0qZyC36otI2TN06yb88+Xu7ysvRcCSFKDLOrp/Xr1/PRRx+ZFMYA3t7ezJ49O8/5j0sqZ2dnvv/+ezp16kSNGjV49913iYmJoWPHjgC8/vrr1KxZk8DAQDw9PQ2zT+Rl4MCBxMbGsnjxYurUqUPnzp05c+YM8KB3+rvvvsPNzY1WrVoREhJC1apV+eqrryyK98MPP+T555+nS5cuhISE0LJlSxo3bvz0CRBCiH9AoVBQzbUa7kp3a4cihBAWUej1er05G6rValJSUh47A8KlS5eoVq0a9+/fL9AARdHRaDS4uLiQnp5eah7Ii4+Pp1OnTtJr9QSSK/NJrswnuTKf5Mp8kivzSJ5MmVvnmN1zXK5cOVJTUx+7/vz587i7Sw+BEEIIIYQoucwujtu3b8/EiRPJysoyWafVapk0aRIdOnQo0OCEEEIIIYQoShY9kBcYGEj16tV54403ePbZZ9Hr9Zw4cYLFixej1WpZuXJlYcYqhBBCCCFEoTK7OK5YsSJ79+5l+PDhjB8/nkdDlRUKBaGhoSxcuNDoRRZCCCGEEEKUNBa9BKRKlSps3ryZW7duGWZbqFatmow1FkIIIYQQpcJTvT7azc2Npk2bFnQsQgghhBBCWNVTFcfCuoKDg2nQoAGxsbHWDkUIIUykadKYc3AOuy/uRqlX8nPyz0Q1iaKMqoy1QxNCiCeSV6iVQn5+flI4CyGs4k7WHcI3vcyOtB1k67PRomXNmTWM2T7C2qEJIYRZpDgWQghRYL499gW/Z90yad97/SdO/HHCChEJIYRlpDguobKzsxkxYgQuLi6UK1eOSZMmodfrCQ4O5sKFC4wZMwaFQoFCobB2qEKIf5Gjx7Y8dt3hfNYJIURxIWOOS6jly5czaNAgDhw4wE8//URERASVKlVi3bp11K9fn4iICF5//fV8j6HVatFqtYZljUYDPHjlpE6nK9T4i8KjaygN11LYJFfmk1zlz/tuNtjnvc7xZpbk7THkvjKf5Mo8kidT5uZCoX80YbEoMYKDg7l+/TrHjh0z9Ay/8847bNiwgePHj+Pn50dkZCSRkZH5Hic6OpqpU6eatK9evRpHR8fCCF0IUcr9cW4P35bdSKqdyqg9LCOTemXewdWtvJUiE0L822VmZtKvXz/S09NxdnZ+7HbSc1xCNWvWzGjIRPPmzYmJiSEnJ8fsY4wfP56oqCjDskajwdfXl7CwsHxvmpJCp9ORkJBAaGgoKpXqyTv8i0muzCe5yt/tO615dtF2drjeJtHRAQe9ns4Zd6msDSIkItza4RVbcl+ZT3JlHsmTqUffkD+JFMf/Ymq1GrVabdKuUqlK1QeptF1PYZJcmU9ylTdPd1fSB26iztoP6H7hB+6h5nyFfgS9Pk7yZQa5r8wnuTKP5OlP5uZBiuMSav/+/UbL+/bto3r16iiVSuzs7CzqQRZCiIJUrdIzVItaxJ3M+yRs3Ur3zp3kl7MQosSQ2SpKqLS0NKKiojh16hRffPEFCxYsYPTo0cCDeY6///57fvvtN27cuGHlSIUQ/1b2KiVK+S0jhChhpOe4hBowYAD37t2jadOmKJVKRo8eTUREBADvvfceQ4YMwd/fH61WizxzKYQQQghhHimOS6DExETDzx9//LHJ+mbNmnH06NEijEgIIYQQonSQL7yEEEIIIYR4SIpjIYQQQgghHpLiWAghhBBCiIekOBZCCCGEEOIhKY6FEEIIIYR4SIpjIYQQQgghHpLiuARQKBSsX7/e2mEIIYQQQpR6Ms9xCXDlyhXc3NysHYYQQpgnN4fzB5eSeGYDmZpMbqUoKf9sZ2tHJUq4GxlaVu9P49hvt8m5bUP92/fw85TXkouCJ8VxAcnKysLOzq5Qju3t7f2P9i/M2IQQwkhuLotWh/FJzvUHyw6wbO84Prywgzbt51o3NlFiXbyZSc+Pf+T6He3DFhv2LdzLF683I6Cii1VjE6WPDKt4SsHBwYwYMYLIyEjKlSuHWq1GoVCwdetWGjZsiIODA23btuX69ets3ryZWrVq4ezsTL9+/cjMzDQcZ8uWLbRs2RJXV1c8PDzo3LkzKSkpRuf6+7CKX375hbZt2+Lg4ICHhwcRERFkZGQY1oeHh9OtWzemT59OhQoVqFmzZqHnQwghAH498vmfhfFDWhsbJl7exr30S1aKSpR0sdvP/KUwfiBDm83MLSesFJEozaTn+B9Yvnw5w4YNIykpicTERIYOHUp0dDQLFy7E0dGR3r1707t3b9RqNatXryYjI4Pu3buzYMECxo0bB8Ddu3eJioqiXr16ZGRkMHnyZLp3786RI0ewsTH92+Xu3bu0b9+e5s2bk5yczPXr1xk8eDAjRowgLi7OsN2OHTtwdnYmISHhsfFrtVq02j//Z6PRaADQ6XTodLoCypL1PLqG0nAthU1yZT7JVf62nt2QZ/sdGxt+OBpHcPNxRRxRySD3Vf5+OPt7nu0/pvyBVpuFjY2iiCMq/uSeMmVuLhR6vV5fyLGUSsHBwWg0Gg4dOgRAYmIibdq0Yfv27bRr1w6AmTNnMn78eFJSUqhatSoAQ4cOJTU1lS1btuR53Bs3buDp6ckvv/xC3bp1gQc9x99++y3dunVj6dKljBs3josXL1KmTBkA4uPj6dKlC5cvX8bLy4vw8HC2bNlCWlpavsMpoqOjmTp1qkn76tWrcXR0fPrkCCH+tZJvLOQ726t5rhtu04oKzmFFHJEoDWYdVXI507QAdlTqKnIZXgAAut5JREFUmdE0xwoRiZIoMzOTfv36kZ6ejrOz82O3k57jf6Bx48YmbfXq1TP87OXlhaOjo6EwftR24MABw/KZM2eYPHky+/fv58aNG+Tm5gKQlpZmKI7/6sSJE9SvX99QGAO0aNGC3NxcTp06hZeXFwABAQFPHGc8fvx4oqKiDMsajQZfX1/CwsLyvWlKCp1OR0JCAqGhoahU8tBGfiRX5pNc5c/vgj3fJb1l0u6cCy+/+AH2KvnDOy9yX+XvD/c03tt00qS9f/MqdGpfwwoRFX9yT5l69A35k0hx/A/8tUB95K83oEKhMLkhFQqFoQAG6NKlC5UrV2bp0qVUqFCB3Nxc6tatS1ZWVoHH9ndqtRq1Wm3SrlKpStUHqbRdT2GSXJlPcpW3+tXaM+pCAgsvbiFX8aCnz0EPM5tOwMlRHpx6Ermv8vZqy6pc0WhZvvcCWdm52KCnW8NneLtDLVS28vhUfuSe+pO5eZDi2Ir++OMPTp06xdKlS3n++ecB+OGHH/Ldp1atWsTFxXH37l1DAZyUlISNjY08eCeEKBZeb/cRHdNHsOvnlVy8cJWh3d/HvYy7tcMSJZhCoWDiC7UZFlyNU1duc+bwXl7qVlcKY1Eo5K6yIjc3Nzw8PFiyZAlnz55l586dRsMc8tK/f3/s7e0ZOHAgv/76K7t27WLkyJG88sorhiEVQghhbRVd/Ojb7B3qOIXhZOdk7XBEKeFexo7Aym64yOykohBJcWxFNjY2fPnllxw8eJC6desyZswYPvzww3z3cXR0ZOvWrdy8eZMmTZrQq1cv2rVrx8KFC4soaiGEEEKI0kuGVTylxMREo+Xg4GD+PvFHeHg44eHhRm3R0dFER0cblkNCQjh+/LjRNn89zqOp1sqWLWtoCwgIYOfOnY+N7a9TugkhhBBCCPNJcVyMaTQa1q1bh42NDc8++6y1wxFCCCGEKPWkOC7GpkyZwurVq5k1axYVK1a0djhCCCGEEKWeFMfF2Ny5c5k7d661wxBCCCGE+NeQB/KEEEIIIYR4SIpjIYQQQgghHpLiWAghhBBCiIekOBZCCCGEEOIhKY5LqODgYCIjI60dhhBCCCFEqSKzVQghhChQmVk65sfHcvzaNnJ1cOOH+wxq08faYQkhhFmk57gECg8PZ/fu3cybNw+FQoFCoSA1NZVff/2Vjh07UrZsWby8vHjllVe4ceOGtcMVQvyL6LJzGLysHavSV3DY/ipHna4SmzaNcSsjrB2aEEKYRXqOS6B58+Zx+vRp6taty3vvvQeASqWiadOmDB48mLlz53Lv3j3GjRtH7969H/uqaa1Wa3g9NTx4Ix+ATqdDp9MV/oUUskfXUBqupbBJrswnucrfsm3z+cX+lkn79uwfOX7hNNUrVLFCVMWf3Ffmk1yZR/JkytxcKPR6vb6QYxGFIDg4mAYNGhAbGwvAtGnT2LNnD1u3bjVsc+nSJXx9fTl16hQ1atQwOUZ0dDRTp041aV+9ejWOjo6FFrsQovTacmkuP5T9I891PTKb0qjCf4o4IiGEeCAzM5N+/fqRnp6Os7PzY7eTnuNS4ujRo+zatYuyZcuarEtJScmzOB4/fjxRUVGGZY1Gg6+vL2FhYfneNCWFTqcjISGB0NBQVCqVtcMp1iRX5pNc5S955WdA3sVxLb9qdArpVLQBlRByX5lPcmUeyZOpR9+QP4kUx6VERkYGXbp0YdasWSbrfHx88txHrVajVqtN2lUqVan6IJW26ylMkivzSa7y1rvpMDb99DbZCoVRu48ul15tR2ErOcuX3Ffmk1yZR/L0J3PzIMVxCWVnZ0dOTo5huVGjRnzzzTf4+flhayv/WYUQ1lGvbkeiTm1kSfoubiuVAFTS5TA5YBy26jJWjk4IIZ5MZqsoofz8/Ni/fz+pqancuHGDN954g5s3b/LSSy+RnJxMSkoKW7du5dVXXzUqooUQorC90nMRCd03M8uzG1G6FnzbN4nnnhto7bCEEMIsUhyXUG+99RZKpZLatWvj6elJVlYWSUlJ5OTkEBYWRkBAAJGRkbi6umJjI/+ZhRBFy96tMqGhk3H37IhCbfoshBBCFFfy/XsJVaNGDfbu3WvSvm7dOitEI4QQQghROkiXohBCCCGEEA9JcSyEEEIIIcRDUhwLIYQQQgjxkBTHQgghhBBCPCTFsRBCCCGEEA9JcSyEEEIIIcRDUhwXsuDgYCIjIx+7/urVq4SGhlKmTBlcXV2LLC4hhCgsubl6tvx6hXHrfuXrczYcvnjb2iEJIYTZZJ5jK5s7dy5XrlzhyJEjuLi4FMgxg4ODadCgAbGxsQVyPCGEMJder2f4F3vZeXkdtmVPoFer6PfVYca16M/rrfytHZ4QQjyRFMdWlpKSQuPGjalevbq1QxFCiH9s58krfH9nGuryFw1ttmVSmHP4Mr0az8etjJ0VoxNCiCeTYRVFIDc3l7Fjx+Lu7o63tzfR0dEA+Pn58c0337BixQoUCgXh4eEAzJkzh4CAAMqUKYOvry/Dhw8nIyPD6JhJSUkEBwfj6OiIm5sb7du359atW4SHh7N7927mzZuHQqFAoVCQmppatBcshPjX+uLYJpQOF03alS4/sunEMStEJIQQlpGe4yKwfPlyoqKi2L9/P3v37iU8PJwWLVqQnJzMgAEDcHZ2Zt68eTg4OABgY2PD/PnzqVKlCufOnWP48OGMHTuWxYsXA3DkyBHatWvHa6+9xrx587C1tWXXrl3k5OQwb948Tp8+Td26dXnvvfcA8PT0zDMurVaLVqs1LGs0GgB0Oh06na4wU1IkHl1DabiWwia5Mp/kKn8a/Zk82xUKPde0p9Dp6hZxRCWD3Ffmk1yZR/JkytxcKPR6vb6QY/lXCw4OJicnhz179hjamjZtStu2bZk5cybdunXD1dWVuLi4xx5j7dq1DB06lBs3bgDQr18/0tLS+OGHHx57TnPGHEdHRzN16lST9tWrV+Po6PjkixNCiL/54ea3bLE5mOe6CIeBVFLLEDIhhHVkZmbSr18/0tPTcXZ2fux20nNcBOrVq2e07OPjw/Xr1x+7/fbt25kxYwYnT55Eo9GQnZ3N/fv3yczMxNHRkSNHjvDiiy/+47jGjx9PVFSUYVmj0eDr60tYWFi+N01JodPpSEhIIDQ0FJVKZe1wijXJlfkkV/kLSviepKu53FEaj9qro9UyrFE19M92slJkxZvcV+aTXJlH8mTq0TfkTyLFcRH4+02pUCjIzc3Nc9vU1FQ6d+7MsGHDmD59Ou7u7vzwww8MGjSIrKwsHB0dDcMv/im1Wo1arc4z3tL0QSpt11OYJFfmk1zlzdPOmf9evc60cm4cV6ux0etplXmPKX/cxNbOHiRn+ZL7ynySK/NInv5kbh7kgbxi5uDBg+Tm5hITE0OzZs2oUaMGly9fNtqmXr167Nix47HHsLOzIycnp7BDFUIIU3V7EJCVxVeXr7Ez7RLfp11iwfUblFO7gX8ba0cnhBBPJMVxMVOtWjV0Oh0LFizg3LlzrFy5kk8++cRom/Hjx5OcnMzw4cP5+eefOXnyJB9//LFhTLKfnx/79+8nNTWVGzduPLaXWgghCpx3ALT/AGxs8czJxSVXj97eBXotA1vTb6qEEKK4keK4mKlfvz5z5sxh1qxZ1K1bl1WrVjFjxgyjbWrUqMG2bds4evQoTZs2pXnz5nz33XfY2j4YJfPWW2+hVCr5f/buPK6m9I8D+OdWt33fVKRIJUtCoixl38cydjNEYx1rssSgzNjXzBiGmZExluGHGWNvUEPImjWhkQzR2EoiV53fH+py3VsdqW7l83695jXd55zznO/zde7t23Ofe26NGjVgZWWFpKQkdQyFiD5W3l8C4y7hVcdlOO04Eq9GXwCq+qo7KiIiUbjmuJhFRkYqtf3+++8qf841fvx4jB8/XqHt888/V3js6+uL6Oholed0cXHB8ePH3ztWIqIiY2wLweMz3Lm7B3W0DdQdDRGRaJw5JiIiIiLKweKYiIiIiCgHi2MiIiIiohwsjomIiIiIcrA4JiIiIiLKweKYiIiIiCgHb+VGRERF7srdNBy4dAc370pQL+0F7C349bVEVDZw5ljNoqOjUbt2bUilUnTt2rVQfSQmJkIikSA2NrZIYyMiKoxV2/fjzsquGBXtg9n3huDIMn/sP3Nd3WEREYnC4rgE+fn5Ydy4cQptgYGB8PDwwM2bNxEeHl5gH/7+/oUuoomIitu567fQ7fxQtNY8Ay1JNgwlL9BP8y8Y7RyMZ5mv1B0eEVGBWByrWUJCAlq0aIFKlSrB1NRU3eEQEX2QlKProKmZhm8szNDa3g6dK9pitYkxGkgu4Pypv9UdHhFRgbjmuIT4+/sjKioKUVFRCAsLU9g2ePBgDB48GGvXroW/vz8uX76MyZMn4++//4YgCPDw8EB4eDjWr1+PdevWAQAkEgkA4PDhw3B0dAQA/PPPPxg/fjxiYmLg7OyMVatWwdvbO8+YMjMzkZmZKX+clpYGAJDJZJDJZEU5fLXIHUN5GEtxY67EY67yZ/giEYNsKyBR+80a42/NTXFdW4rPnv4DmaypGqMrvXhdicdcicM8KRObC4kgCEIxx0IAUlNT0b59e9SqVQuzZs1CVlYWAKBGjRqYNWsWevfuDRMTEzx69Aju7u7w8/NDcHAwjI2NER0dDR8fH1SsWBEBAQFIS0vD2rVrAQDm5ua4e/cuqlSpgurVq2PRokVwdnbGtGnTcOrUKdy4cQNaWqr/BgoJCUFoaKhS+8aNG6Gvr198ySCicuvy/Y3YpHNF5bZJ0j4wNqhVwhEREb2WkZGBfv36ITU1FcbGxnnux5njEmJiYgJtbW3o6+vDxsZG3i6RSGBiYiJvW7FiBUxMTLB582ZIpa9nXlxcXOT76+npITMzU6GPXEFBQejYsSMAIDQ0FDVr1sSNGzdQvXp1lTEFBwcjMDBQ/jgtLQ329vZo06ZNvhdNWSGTyRAREYHWrVvLc0mqMVfiMVf5u3wyFrihujg286qDtg5tSzagMoLXlXjMlTjMk7Lcd8gLwuK4lImNjUXTpk0LdSG7u7vLf7a1tQUApKSk5Fkc6+joQEdHR6ldKpWWqydSeRtPcWKuxGOuVHM0d85zm5OZE3NWAF5X4jFX4jBPb4jNAz+QV8ro6ekV+ti3/9Fz1yRnZ2d/cExERGJ1duoMaz1rpXZvW2+4WbipISIiovfD4rgEaWtry9ca58Xd3R1HjhzJc9G4mD6IiNTFSNsIP7f7Gc3tm0NTogltaKOnc08sbb5U3aEREYnC4rgEOTo6IiYmBomJiXjw4IHKWd1Ro0YhLS0Nffr0wenTp3H9+nWsX78e8fHx8j4uXLiA+Ph4PHjwgJ9CJaJSx8HYActbLMfJPicxw3QGghsEw0BqoO6wiIhEYXFcgoKCgqCpqYkaNWrAysoKSUlJSvtYWFjg0KFDSE9Ph6+vL+rXr481a9bIl0wMGTIErq6u8PT0hJWVFaKjo0t6GEREouQu7yIiKkv4gbwS5OLiguPHjyu0PXnyRGk/d3d37N+/X2UfVlZWOHDggFL7u3fkMzU1VWojIiIiovxx5piIiIiIKAeLYyIiIiKiHCyOiYiIiIhysDgmIiIiIsrB4piIiIiIKAeLYyIiIiKiHCyOS1hkZCQkEonKW7h9iPDwcJiamhZpn0REhSZ7DsnNKJilXwd4W0kiKkNYHJdBjo6OWLZsmbrDICJSSbi0HbKF1aG18VM0u/41sr9rANy7pO6wiIhEYXFMREXq6cunOJB4AIeTDiMzK1Pd4VBJe/QPsv/3BaQvn8ibdNISkR7eE8jOUl9cREQisTguBpmZmRgzZgysra2hq6uLJk2a4NSpUwr7nDlzBp6entDX14ePjw/i4+MVtv/5559o0KABdHV1YWlpiW7dugEA/Pz8cOvWLYwfPx4SiUTp61n3798PNzc3GBoaol27dkhOTi7ewRK95c+EP9Fya0tMiJqAMYfHoPXW1jh171TBB1K5kRQZDk0oF8GGL+7i2dVDaoiIiOj98Ouji8GkSZOwbds2rFu3Dg4ODliwYAHatm2LGzduyPeZNm0aFi9eDCsrKwwfPhyDBw9GdHQ0AGD37t3o1q0bpk2bhl9++QUvX77Enj17AADbt29HnTp1MHToUAwZMkThvBkZGVi0aBHWr18PDQ0NfPbZZwgKCsKGDRtUxpmZmYnMzDcze2lpaQAAmUwGmUxWpDlRh9wxlIexFLeiyNXd9LuYHj0dWcKbwuhx5mOMPzwee7rugZ6W3gfHWRrwusrfnXv3UDmPbXE3k1DHmXlThdeVeMyVOMyTMrG5kAgCPylRlJ49ewYzMzOEh4ejX79+AF7/Yzg6OmLcuHFo0KABmjdvjr/++gstW7YEAOzZswcdO3bE8+fPoaurCx8fH1StWhW//vqrynPk9jVu3Dh5W3h4OAYNGoQbN27AyckJAPD9999j1qxZuHfvnsp+QkJCEBoaqtS+ceNG6Ovrf0ga6CMU9SIKES8iVG7ro98HtbRrlXBEpA6JNy5h7NMFSu0vBClWOYShioWhGqIiIno9idivXz+kpqbC2Ng4z/04c1zEEhISIJPJ0LhxY3mbVCqFl5cX4uLi0KBBAwCAu7u7fLutrS0AICUlBZUrV0ZsbKzSrLAY+vr68sI4t9+UlJQ89w8ODkZgYKD8cVpaGuzt7dGmTZt8L5qyQiaTISIiAq1bt4ZUKlV3OKVaUeTq1oVbQB6fuapRpwY6VOnwARGWHryu8nfzv2b4c+URdNY8rtD+vdbnGNGvB7Q0uZpPFV5X4jFX4jBPynLfIS8Ii2M1eftCzV03nJ2dDQDQ0yvc28/vXvwSiQT5vTGgo6MDHR0dlf2UpydSeRtPcfqQXLV0aIk1l9Yo96khhW9l33L3b8DrSjUXOzNc6roao3auR5Osk3gOHRzVa4FxA/tCT1f59YYU8boSj7kSh3l6Q2we+Cd8EXNycoK2trZ8/TDw+q+3U6dOoUaNGqL6cHd3x8GDB/Pcrq2tjawsfuqbSpealjUxoMYAhTYJJJjcYDLMdc3VFBWpQ/f6lTFv6mSY9VmJBy6fYUXQYNSuZKLusIiIROHMcREzMDDAiBEjMHHiRJibm6Ny5cpYsGABMjIyEBAQgPPnzxfYx8yZM9GyZUs4OTmhT58+ePXqFfbs2YPJkycDeL3m+O+//0afPn2go6MDS0vL4h4WkSgTG0xEG8c2OJh0ENoa2mhfpT2cTJ0KPpDKHUMdLbRwtcKLBAGaGpKCDyAiKiVYHBeDefPmITs7G59//jmePn0KT09P7N+/H2ZmZqKO9/Pzw9atW/H1119j3rx5MDY2RrNmzeTbZ82ahWHDhsHJyQmZmZn5Lp0gKml1rOqgjlUddYdBRERUKCyOi4Guri6WL1+O5cuXK23z8/NTKmY9PDyU2rp3747u3bur7L9Ro0ZKM9D+/v7w9/dXaOvatSsLZyIiIqL3wDXHREREREQ5WBwTEREREeVgcUxERERElIPFMRERERFRDhbHREREREQ5WBwTEREREeVgcUxERERElIP3OSYioiIXe+swIi9vxKPHT+D+2BlVrGuoOyQiIlFYHBMRUZEK3dEX/0u79PqBBNi5pxdCq/ujS6Mg9QZGRCQCl1WUI8+ePcOAAQNgaGgIW1tbLF68GH5+fhg3bpy6QyOij8SJS1vfFMY5siQSzIkLR/rzh2qKiohIPM4clyMTJ05EVFQU/vjjD1hbW2Pq1Kk4e/YsPDw8VO6fmZmJzMxM+eO0tDQAgEwmg0wmK4mQi1XuGMrDWIobcyUec5W/38+sU9meoSHB7qPfo7vflBKOqGzgdSUecyUO86RMbC4kgiAIxRwLlYD09HRYWFjg119/Rc+ePQEAjx49QqVKlTB06FAsW7ZM6ZiQkBCEhoYqtW/cuBH6+vrFHTIRlUMHb4fhsNF/Krf1yvCGu13HEo6IiOi1jIwM9OvXD6mpqTA2Ns5zP84clxMJCQl4+fIlGjZsKG8zNzeHq6trnscEBwcjMDBQ/jgtLQ329vZo06ZNvhdNWSGTyRAREYHWrVtDKpWqO5xSjbkSj7nK33+77iAy9XsIEolCu/mrbHRsOQm1qzioKbLSjdeVeMyVOMyTstx3yAvC4vgjpqOjAx0dHaV2qVRarp5I5W08xYm5Eo+5Uq1nuyG4unInDpv9i5carwtks6wsNHnRFvVcqqk5utKP15V4zJU4zNMbYvPAD+SVE05OTpBKpYiJiZG3PX78GNeuXVNjVET0sTHRk2LE5/9De9kYNL9XBb53XdFGdyGmBCxQd2hERKJw5ricMDQ0REBAACZOnAgLCwtYW1tj2rRp0NDg3z9EVLKcrAzxzdCheJHpj31796JjxzacuSKiMoPFcTmycOFCpKeno3PnzjAyMsKECROQmpqq7rCI6COlqSHBO0uPiYhKPU4rliOGhoZYv349nj17hnv37mHixInqDomIiIioTGFxTERERESUg8UxEREREVEOrjku5yIjI9UdAhEREVGZwZljIiIiIqIcLI6JiIiIiHKwOCYiIiIiysE1xyXMz88PHh4eWLZsmbpDISIqHs8e4OnBOTj7z36YyAQIxvFAs/GAJr8IhIhKPxbHRERUdGTP8ftPLbHIUIZUM00AgOONnzHz9il4Dtiq5uCIiArGZRVlXFZWFrKzs9UdBhERACD27+8RapyFVE1NeVuithRfvbyEzHtX1BgZEZE4LI7V4NWrVxg1ahRMTExgaWmJ6dOnQxAEAMDjx48xYMAAmJmZQV9fH+3bt8f169flx4aHh8PU1BQ7d+5EjRo1oKOjg6SkJGRmZiIoKAgVK1aEgYEBGjZsyNu4EVGJ23bzL7xS8Z3Rd6Ra2HGaM8dEVPpxWYUarFu3DgEBATh58iROnz6NoUOHonLlyhgyZAj8/f1x/fp17Ny5E8bGxpg8eTI6dOiAK1euQCp9vV4vIyMD8+fPx48//ggLCwtYW1tj1KhRuHLlCjZv3gw7Ozvs2LED7dq1w8WLF+Hs7KwyjszMTGRmZsofp6WlAQBkMhlkMlnxJ6KY5Y6hPIyluDFX4jFX+XugoZvntnsSfeYtD7yuxGOuxGGelInNhUTInbKkEuHn54eUlBRcvnwZkpzZlSlTpmDnzp34448/4OLigujoaPj4+AAAHj58CHt7e6xbtw49e/ZEeHg4Bg0ahNjYWNSpUwcAkJSUhKpVqyIpKQl2dnbyc7Vq1QpeXl6YM2eOylhCQkIQGhqq1L5x40bo6+sX9dCJ6CNw9NEl7NPYrNQuzQa+NJoKSylfW4hIPTIyMtCvXz+kpqbC2Ng4z/04c6wGjRo1khfGAODt7Y3FixfjypUr0NLSQsOGDeXbLCws4Orqiri4OHmbtrY23N3d5Y8vXryIrKwsuLi4KJwnMzMTFhYWecYRHByMwMBA+eO0tDTY29ujTZs2+V40ZYVMJkNERARat24tn3Un1Zgr8Zir/LUX2iNu02XcwkWFdj/LzzGgXQ81RVX68boSj7kSh3lSlvsOeUFYHJdBenp6CsV1eno6NDU1cebMGWi+9SEYADA0NMyzHx0dHejo6Ci1S6XScvVEKm/jKU7MlXjMVd52DvgVK0/uxL6ECLxIf4lRjf3RpWZjdYdVJvC6Eo+5Eod5ekNsHlgcq0FMTIzC4xMnTsDZ2Rk1atTAq1evEBMTo7CsIj4+HjVq1Mizv7p16yIrKwspKSlo2rRpscZORFQQDYkGvmzYFUPrdcSePXvQwcVL3SEREYnGu1WoQVJSEgIDAxEfH49Nmzbh22+/xdixY+Hs7IwuXbpgyJAhOHr0KM6fP4/PPvsMFStWRJcuXfLsz8XFBf3798eAAQOwfft23Lx5EydPnsTcuXOxe/fuEhwZERERUdnGmWM1GDBgAJ4/fw4vLy9oampi7NixGDp0KABg7dq1GDt2LDp16oSXL1+iWbNm2LNnT4FvBaxduxbffPMNJkyYgDt37sDS0hKNGjVCp06dSmJIREREROUCi+MS9va9h1euXKm03czMDL/88kuex/v7+8Pf31+pXSqVIjQ0VOXdJ4iIiIhIHC6rICIiIiLKweKYiIiIiCgHi2MiIiIiohwsjomIiIiIcrA4JiIiIiLKweKYiIiIiCgHi+N3CIKAoUOHwtzcHBKJBLGxsYXuKzw8HKampkUW2/sKCQmBh4eH2s5PRB+nDFkGfr70MwZHDEZ4ejh23+SXERFR2cH7HL9j3759CA8PR2RkJKpWrQpLS0t1h1RoQUFBGD16tLrDIKKPiCxbhiEHhuLCg/PytunHpyP+STwme01WY2REROJw5vgdCQkJsLW1hY+PD2xsbKClVbJ/P7x8+bLI+jI0NISFhUWR9UdEVJCIxL8UCuNcG+I2Ijk9WQ0RERG9HxbHb/H398fo0aORlJQEiUQCOzs72NnZITs7W2G/Ll26YPDgwQCA8+fPo3nz5jAyMoKxsTHq16+P06dPK+z/+++/w9nZGbq6umjbti1u374t35a79OHHH39ElSpVoKurCwCQSCT48ccf0a1bN+jr68PZ2Rk7d+6UHxcZGQmJRIKDBw/C09MT+vr68PHxQXx8vFLfREQl5c+4IyrbBWTj76TTKrcREZUmXFbxlrCwMDg5OWH16tU4deoUNDU1UalSJRw+fBgtW7YEADx69Aj79u3Dnj17AAD9+/dH3bp1sXLlSmhqaiI2NhZSqVTeZ0ZGBmbPno1ffvkF2traGDlyJPr06YPo6Gj5Pjdu3MC2bduwfft2aGpqyttDQ0OxYMECLFy4EN9++y369++PW7duwdzcXL7PtGnTsHjxYlhZWWH48OEYPHiwQt/5yczMRGZmpvxxWloaAEAmk0EmkxUig6VL7hjKw1iKG3MlHnOVP92U5DynXVLvPIbMmXlThdeVeMyVOMyTMrG5YHH8FhMTExgZGUFTUxM2NjYAgPbt22Pjxo3y4vh///sfLC0t0bx5cwBAUlISJk6ciOrVqwMAnJ2dFfqUyWT47rvv0LBhQwDAunXr4ObmhpMnT8LLywvA66UUv/zyC6ysrBSO9ff3R9++fQEAc+bMwfLly3Hy5Em0a9dOvs/s2bPh6+sLAJgyZQo6duyIFy9eyGeg8zN37lyEhoYqtR84cAD6+voFHl9WREREqDuEMoO5Eo+5Us3vwROcsMxGuoZiheyW+RK2N65iT8YeNUVWNvC6Eo+5Eod5eiMjI0PUfiyOC9C/f38MGTIE33//PXR0dLBhwwb06dMHGjkv/IGBgfjiiy+wfv16tGrVCj179oSTk5P8eC0tLTRo0ED+uHr16jA1NUVcXJy8OHZwcFAqjAHA3d1d/rOBgQGMjY2RkpKS5z62trYAgJSUFFSuXLnAsQUHByMwMFD+OC0tDfb29mjTpg2MjY0LPL60k8lkiIiIQOvWrRVm80kZcyUec5W/ZwY34HjqKL6xMMdVHW1IBAFNnr9A6IOHMP2sM1DJU90hlkq8rsRjrsRhnpTlvkNeEBbHBejcuTMEQcDu3bvRoEEDHDlyBEuXLpVvDwkJQb9+/bB7927s3bsXM2fOxObNm9GtWzfR5zAwMFDZ/u7FLJFIlNY/v72PRCIBAKV98qKjowMdHR2V5y1PT6TyNp7ixFyJx1ypZurtD4OTy7H17j3c09SEjiDALDsbmbaekFbxVnd4pR6vK/GYK3GYpzfE5oEfyCuArq4uunfvjg0bNmDTpk1wdXVFvXr1FPZxcXHB+PHjceDAAXTv3h1r166Vb3v16pXCB/Ti4+Px5MkTuLm5ldgYiIhKjIEFpIN2QrBvBJusLJhkS5Dt1gU6n/2m7siIiEThzLEI/fv3R6dOnXD58mV89tln8vbnz59j4sSJ6NGjB6pUqYJ///0Xp06dwqeffirfRyqVYvTo0Vi+fDm0tLQwatQoNGrUSL6kgoio3LGtA0nAfsjSUrD/r8No27k7NDhzRURlBItjEVq0aAFzc3PEx8ejX79+8nZNTU08fPgQAwYMwP3792FpaYnu3bsrfMhNX18fkydPRr9+/XDnzh00bdoUP/30kzqGQURUsvTMkKVZ8IeDiYhKE4kgCIK6g6DSIS0tDSYmJkhNTS03H8jbs2cPOnTowPVWBWCuxGOuxGOuxGOuxGOuxGGelImtc7jmmIiIiIgoB4tjIiIiIqIcLI6JiIiIiHKwOCYiIiIiysHimIiIiIgoB4tjIiIiIqIcLI6LQWRkJCQSCZ48eaK2GFavXg17e3toaGhg2bJlaouDiD4+qZmpWHZmGXru7omVT1dic/xmZGVnqTssIiJRWBy/Jz8/P4wbN07dYchJJBL8/vvvCm1paWkYNWoUJk+ejDt37mDo0KHqCY6IPjovs14iYO9A/HTpJySkJuBO1h0sOLMAocdmqjs0IiJRWByXQ0lJSZDJZOjYsSNsbW2hr6+v7pCI6COxP+FPxKcmKLX/nvAHktKS1BAREdH7YXH8Hvz9/REVFYWwsDBIJBJIJBIkJiZiz549cHFxgZ6eHpo3b47ExESF48LDw2Fqaopdu3bB1dUV+vr66NGjBzIyMrBu3To4OjrCzMwMY8aMQVbWm7ceHR0d8fXXX6Nv374wMDBAxYoVsWLFCoXtANCtWzdIJBI4OjoiPDwctWvXBgBUrVpVHiMRUUm4fO1Ple0CgCuJB0s2GCKiQtBSdwBlSVhYGK5du4ZatWph1qxZAIDMzEx0794dX375JYYOHYrTp09jwoQJSsdmZGRg+fLl2Lx5M54+fYru3bujW7duMDU1xZ49e/DPP//g008/RePGjdG7d2/5cQsXLsTUqVMRGhqK/fv3Y+zYsXBxcUHr1q1x6tQpWFtbY+3atWjXrh00NTVhaGgIe3t7tGrVCidPnoS9vT2srKxUjiczMxOZmZnyx2lpaQBef+WkTCYrytSpRe4YysNYihtzJR5zlT+L9Kd5bqvw9DHzlgdeV+IxV+IwT8rE5oLF8XswMTGBtrY29PX1YWNjAwCYOnUqnJycsHjxYgCAq6srLl68iPnz5yscK5PJsHLlSjg5OQEAevTogfXr1+P+/fswNDREjRo10Lx5cxw+fFihOG7cuDGmTJkCAHBxcUF0dDSWLl2K1q1by4teU1NTeTwAYGFhAQCwsrJSaH/X3LlzERoaqtR+4MCBcrUUIyIiQt0hlBnMlXjMlWrSO5YwM4vDY01NhfZ6L17gwhUtJD3Yo6bIygZeV+IxV+IwT29kZGSI2o/F8QeKi4tDw4YNFdq8vb2V9tPX15cXxgBQoUIFODo6wtDQUKEtJSUl3768vb2L7O4TwcHBCAwMlD9OS0uDvb092rRpA2Nj4yI5hzrJZDJERESgdevWkEql6g6nVGOuxGOu8rd4pxUWxB3AGkstnNTThVQQ0OZZBpqnVEBm125oXyvvP9g/ZryuxGOuxGGelOW+Q14QFscl5N0LUyKRqGzLzs4usZh0dHSgo6Oj1C6VSsvVE6m8jac4MVfiMVeqedV0wtTTUzE1cwOWaZ7HK0ix91VjTBE+Q4SzNXNWAF5X4jFX4jBPb4jNA4vj96Stra3woTk3Nzfs3LlTYZ8TJ04U2fne7evEiRNwc3OTP5ZKpQrxEBGpk5+LNTZWr4sv4uygIctGNiQAJJjUzhWWhsp/jBMRlTa8W8V7cnR0RExMDBITE/HgwQMMHz4c169fx8SJExEfH4+NGzciPDy8yM4XHR2NBQsW4Nq1a1ixYgW2bt2KsWPHKsRz8OBB3Lt3D48fPy6y8xIRFYaGhgSrPquHsD4eaF/bDg2tBPw62BMj/aqpOzQiIlFYHL+noKAgaGpqokaNGrCyskJ2dja2bduG33//HXXq1MGqVaswZ86cIjvfhAkTcPr0adStWxfffPMNlixZgrZt28q3L168GBEREbC3t0fdunWL7LxERIWlpamBLh4VsayXO/pVy0bDKubqDomISDQuq3hPLi4uOH78uEKbo6MjOnXqpNA2aNAg+c/+/v7w9/dX2B4SEoKQkBCFNlUzzsbGxtiyZUue8XTu3BmdO3dWaPPw8IAgCPmMgoiIiIhU4cwxEREREVEOFsdERERERDm4rKIU49c+ExEREZUszhwTEREREeVgcUxERERElIPFMRERERFRDq45JiKiopcUA42ru+Fy7zbw2A2wdlF3REREonDmuIhERkZCIpHgyZMnee4TEhICDw+PEouJiEgtdgcBP7eB5rEwuCVvh9bKRsD5zeqOiohIFBbHheTn54dx48apOwwiotIlMRpZp9Zgv74eplpaYJaFGWK1NfHqz/HAizR1R0dEVCAuqyAioiJz79R2LLC2RISBvrxtq7ERJjx8jL7XDkLHvZsaoyMiKhiL40Lw9/dHVFQUoqKiEBYWBgBYu3YtAODMmTOYPHkyrly5Ag8PD6xduxaurq4q+0lISEDr1q3RoUMHfPvtt5BIJIiOjsa0adNw8uRJ6OjowMvLC5s3b4aZmRn27duHb775BpcuXYKmpia8vb0RFhYGJycnAMDLly8RGBiIbdu24fHjx6hQoQKGDx+O4OBglefPzMxEZmam/HFa2utZHZlMBplMVmT5UpfcMZSHsRQ35ko85ip/vz+5p1AY5/rWzBT2dx6imRvzpgqvK/GYK3GYJ2Vic8HiuBDCwsJw7do11KpVC7NmzQIAXL58GQAwbdo0LF68GFZWVhg+fDgGDx6M6OhopT4uXLiAtm3bIiAgAN988w0AIDY2Fi1btsTgwYMRFhYGLS0tHD58GFlZWQCAZ8+eITAwEO7u7khPT8eMGTPQrVs3xMbGQkNDA8uXL8fOnTuxZcsWVK5cGbdv38bt27fzHMfcuXMRGhqq1H7gwAHo6yv/ciurIiIi1B1CmcFcicdcqbYvS3X7Sw0J/ncvGel79pRsQGUMryvxmCtxmKc3MjIyRO3H4rgQTExMoK2tDX19fdjY2AAArl69CgCYPXs2fH19AQBTpkxBx44d8eLFC+jq6sqPP3bsGDp16oRp06ZhwoQJ8vYFCxbA09MT33//vbytZs2a8p8//fRThTh+/vlnWFlZ4cqVK6hVqxaSkpLg7OyMJk2aQCKRwMHBId9xBAcHIzAwUP44LS0N9vb2aNOmDYyNjd83LaWOTCZDREQEWrduDalUqu5wSjXmSjzmKn/njiUgIfGCym09/ZqhaSWfEo6obOB1JR5zJQ7zpCz3HfKCsDguYu7u7vKfbW1tAQApKSmoXLkyACApKQmtW7fG7NmzlT7QFxsbi549e+bZ9/Xr1zFjxgzExMTgwYMHyM7OlvdZq1Yt+Pv7o3Xr1nB1dUW7du3QqVMntGnTJs/+dHR0oKOjo9QulUrL1ROpvI2nODFX4jFXqn1Rrxd2JK5HNl4ptFvq2MHPsSk0JPwceH54XYnHXInDPL0hNg98lSpibydeIpEAgLyIBQArKyt4eXlh06ZNSn/B6Onp5dt3586d8ejRI6xZswYxMTGIiYkB8HqtMQDUq1cPN2/exNdff43nz5+jV69e6NGjR5GMi4hIjEpGlbDEbxFMdczlbY5GVfBju+9ZGBNRmcBXqkLS1taWrwV+H3p6eti1axd0dXXRtm1bPH36VL7N3d0dBw8eVHncw4cPER8fj6+++gotW7aEm5sbHj9+rLSfsbExevfujTVr1uC3337Dtm3b8OjRo/eOk4iosFo6tMShnn9hTas1GGE4Ats7b4OTqZO6wyIiEoXFcSE5OjoiJiYGiYmJCkscxDAwMMDu3buhpaWF9u3bIz09HcDrNcCnTp3CyJEjceHCBVy9ehUrV67EgwcPYGZmBgsLC6xevRo3btzAoUOHFNYLA8CSJUuwadMmXL16FdeuXcPWrVthY2MDU1PTohw6EVGBpJpS1Leuj4paFdUdChHRe2FxXEhBQUHQ1NREjRo1YGVlhaSkpPc63tDQEHv37oUgCOjYsSOePXsGFxcXHDhwAOfPn4eXlxe8vb3xxx9/QEtLCxoaGti8eTPOnDmDWrVqYfz48Vi4cKFCn0ZGRvIP9TVo0ACJiYnYs2cPNDT4z0xEREQkBj+QV0guLi44fvy4Qpu/v7/CYw8PDwiCIH8cEhKCkJAQ+WNDQ0Ol27z5+vqqvPUbALRq1QpXrlxRaHu7/yFDhmDIkCHvMwwiIiIiegunFImIiIiIcrA4JiIiIiLKweKYiIiIiCgHi2MiIiIiohwsjomIiIiIcrA4JiIiIiLK8VEXx5GRkZBIJHjy5Im6Q8mXn58fxo0bp+4wiIjey7PMV3gl/vuRiIhKhY+qOP5YiszExERIJBLExsaqOxQi+ghdvZeGWd+uxpZ5Abh7ZgcWbNyNJxkv1R0WEZEoH1VxTERExevxs5c48eMACJiD36qcw17HEzB7NAbrV81Wd2hERKJ8NN+Q5+/vj6ioKERFRSEsLAwAsHbtWgDAmTNnMHnyZFy5cgUeHh5Yu3YtXF1dkZqaCnNzc8TExMDT0xPZ2dmwtLSEi4sLTpw4AQD49ddfERwcjNu3bwMA/v33X0ycOBH79+9HZmYm3NzcsGLFCjRs2BAhISH4/fffMWHCBEyfPh2PHz9G+/btsWbNGhgZGQEAnj17hhEjRmD79u0wMjJCUFCQ0lgkEgl27NiBrl27yttMTU2xbNky+Pv7o0qVKgCAunXrAnj9rXuRkZFK/WRmZiIzM1P+OC0tDQAgk8kgk8k+JN2lQu4YysNYihtzJR5zlb9DB37D/2yu4pbUSN620twELdM34ly8P2pVraTG6EovXlfiMVfiME/KxObioymOw8LCcO3aNdSqVQuzZs0CAFy+fBkAMG3aNCxevBhWVlYYPnw4Bg8ejOjoaJiYmMDDwwORkZHw9PTExYsXIZFIcO7cOaSnp8PQ0BBRUVHw9fUFAKSnp8PX1xcVK1bEzp07YWNjg7NnzyI7+82iu4SEBPz+++/YtWsXHj9+jF69emHevHmYPfv1rMrEiRMRFRWFP/74A9bW1pg6dSrOnj0LDw8P0WM9efIkvLy88Ndff6FmzZrQ1tZWud/cuXMRGhqq1H7gwAHo6+uLPl9pFxERoe4QygzmSjzmSrVLSb/ilqlUqf2goS6q/RWGpErN1RBV2cHrSjzmShzm6Y2MjAxR+300xbGJiQm0tbWhr68PGxsbAMDVq1cBALNnz5YXuFOmTEHHjh3x4sUL6Orqws/PD5GRkQgKCkJkZCRat26Nq1ev4ujRo2jXrh0iIyMxadIkAMDGjRvx33//4dSpUzA3NwcAVKtWTSGO7OxshIeHy2eKP//8cxw8eBCzZ89Geno6fvrpJ/z6669o2bIlAGDdunWoVOn9ZlqsrKwAABYWFvKxqhIcHIzAwED547S0NNjb26NNmzYwNjZ+r3OWRjKZDBEREWjdujWkUuVf1vQGcyUec5W/6E1rAEH1NnNXC3Tw7VCyAZURvK7EY67EYZ6U5b5DXpCPpjjOj7u7u/xnW1tbAEBKSgoqV64MX19f/PTTT8jKykJUVBTatGkDGxsbREZGwt3dHTdu3ICfnx8AIDY2FnXr1pUXxqo4OjrKC+Pc86WkpAB4Pav88uVLNGzYUL7d3Nwcrq6uRTlcOR0dHejo6Ci1S6XScvVEKm/jKU7MlXjMlWq1XVti79WfVW6rV6cbc1YAXlfiMVfiME9viM0DP5AHxWRJJBIAkC+FaNasGZ4+fYqzZ8/i77//hp+fn3w2OSoqCnZ2dnB2dgYA6Onpvde5cs/39rILMSQSCQRBcWqGa4qIqDToWvcLWGkZKrX7mNdCdataaoiIiOj9fFTFsba2NrKyst7rGFNTU7i7u+O7776DVCpF9erV0axZM5w7dw67du2SL8cAXs9Ax8bG4tGjR4WKz8nJCVKpFDExMfK2x48f49q1awr7WVlZITk5Wf74+vXrCutoctcYv+9YiYg+lJG2EdZ13oJWFZtBS6IBPUjRu1pPLG33k7pDIyIS5aMqjh0dHRETE4PExEQ8ePBA9Iytn58fNmzYIC+Ezc3N4ebmht9++02hOO7bty9sbGzQtWtXREdH459//sG2bdtw/PhxUecxNDREQEAAJk6ciEOHDuHSpUvw9/eHhobiP1OLFi3w3Xff4dy5czh9+jSGDx+uMCNtbW0NPT097Nu3D/fv30dqaqqo8xMRFQV7Y3ssbbUCJ/uexjTTmZjsFQx9afn5kC8RlW8fVXEcFBQETU1N1KhRA1ZWVkhKShJ1nK+vL7KysuRri4HXBfO7bdra2jhw4ACsra3RoUMH1K5dG/PmzYOmpqboGBcuXIimTZuic+fOaNWqFZo0aYL69esr7LN48WLY29ujadOm6NevH4KCghTuLqGlpYXly5fjhx9+gJ2dHbp06SL6/EREREQfM4nw7uJV+milpaXBxMQEqamp5eZuFXv27EGHDh34YYQCMFfiMVfiMVfiMVfiMVfiME/KxNY5H9XMMRERERFRflgcExERERHlYHFMRERERJSDxTERERERUQ4Wx0REREREOVgcExERERHlYHH8ngRBwNChQ2Fubg6JRILY2NhiOU9GRgY+/fRTGBsbQyKR4MmTJ8VyHiIiIiJ6g8Xxe9q3bx/Cw8Oxa9cuJCcno1atWh/UX3h4OExNTZXa161bhyNHjuDYsWNITk6GiYnJB52HiIpWcuoLBG+/iKYLDqHzt0exIeYWeNt4RcnPkpGena7uMIiI3ouWugMoaxISEmBrawsfH59iP4+bm9sHF99EVPSeyYDea04iOfUFAOA2nuPijlQkPcxAcAc3NUenfrEpsfj6xNe49vgaJAD+Pvw3ZjWehQoGFdQdGhFRgThz/B78/f0xevRoJCUlQSKRwNHREdnZ2ViwYAGqVasGHR0dVK5cGbNnzwYAREZGKi2JiI2NhUQiQWJiIiIjIzFo0CCkpqZCIpFAIpEgJCQEfn5+WLx4Mf7++29IJBL5V1R///33cHZ2hq6uLipUqIAePXrI+3V0dMSyZcsU4vXw8EBISEgxZ4Xo43MsRSIvjN+29lgiHj17qYaISo8Hzx9g+IEhuPb4GgBAAHAs+RhGRwxXb2BERCJx5vg9hIWFwcnJCatXr8apU6egqamJ4OBgrFmzBkuXLkWTJk2QnJyMq1eviurPx8cHy5Ytw4wZMxAfHw8AMDQ0xJgxYzBlyhRcunQJ27dvh7a2Nk6fPo0xY8Zg/fr18PHxwaNHj3DkyJEPGk9mZiYyMzPlj9PS0gC8/spJmUz2QX2XBrljKA9jKW7MlXgymQz/PpOo3PbyVTbi7j6Gl6N5CUdVeuy4+CueZSn/4RCXegOn7p6Ch5VHyQdVBvA5KB5zJQ7zpExsLlgcvwcTExMYGRlBU1MTNjY2ePr0KcLCwvDdd99h4MCBAAAnJyc0adJEVH/a2towMTGBRCKBjY2NwjZ9fX1oa2vL2yMjI2FgYIBOnTrByMgIDg4OqFu37geNZ+7cuQgNDVVqP3DgAPT19T+o79IkIiJC3SGUGcyVOJY6qt90k0DA9XMn8OBKCQdUilx7sDvP3yxHD67DXeO7JRtQGcPnoHjMlTjM0xsZGRmi9mNx/AHi4uKQmZmJli1bFvu5WrduDQcHB1StWhXt2rVDu3bt0K1btw8qYoODgxEYGCh/nJaWBnt7e7Rp0wbGxsZFEbZayWQyREREoHXr1pBKpeoOp1RjrsSTyWR4+GcEjj+Q4tnLLIVtHWvbon83dzVFVjpI/9yKfU/vKbVrCgJ6VPeAjUcHNURV+vE5KB5zJQ7zpCz3HfKCsDj+AHp6evlu19B4Pbv09ifYC/v2hpGREc6ePYvIyEgcOHAAM2bMQEhICE6dOgVTU1NoaGgofVK+oHPp6OhAR0dHqV0qlZarJ1J5G09xYq7EsdAF1g3yxIID13Hy5iMY6mihp2clTG5XHVKpprrDU6vWzp9g87EYnNPVVWjvl5YOe+c2AK+vfPE5KB5zJQ7z9IbYPLA4/gDOzs7Q09PDwYMH8cUXXyhtt7KyAgAkJyfDzMwMAJTui6ytrY2srKx3D1VJS0sLrVq1QqtWrTBz5kyYmpri0KFD6N69O6ysrJCcnCzfNy0tDTdv3izkyIioIHUqmWDLMG9kvsqCVEMDGhqq1yF/bKQ1uuGHmNX47eFVROrrQVcQ0Dn9GTrWGgCYVlZ3eEREBWJx/AF0dXUxefJkTJo0Cdra2mjcuDH+++8/XL58GQEBAahWrRrs7e0REhKC2bNn49q1a1i8eLFCH46OjkhPT8fBgwdRp04d6Ovrq1wqsWvXLvzzzz9o1qwZzMzMsGfPHmRnZ8PV1RUA0KJFC4SHh6Nz584wNTXFjBkzoKn5cc9gEZUEHS0+zxRoSqE34A/4n1yNAVf34EFqBsxbjgTq9Vd3ZEREovBWbh9o+vTpmDBhAmbMmAE3Nzf07t0bKSkpAF5P32/atAlXr16Fu7s75s+fj2+++UbheB8fHwwfPhy9e/eGlZUVFixYoPI8pqam2L59O1q0aAE3NzesWrUKmzZtQs2aNQG8Xj/s6+uLTp06oWPHjujatSucnJyKd/BERKpoGwBNxiNr4B4crzYJQu1e6o6IiEg0zhy/p3HjxmHcuHHyxxoaGpg2bRqmTZumcv/GjRvjwoULCm3vrg1euXIlVq5cqdD27j2LmzRpgsjIyDzjMjY2xubNmxXacu+gQURERETicOaYiIiIiCgHi2MiIiIiohwsjomIiIiIcrA4JiIiIiLKweKYiIiIiCgHi2MiIiIiohwsjsux6Oho1K5dG1KpFF27dlV3OET0Ebn430V8f/57RL2Iwt30u+oOh4hINBbHZUhkZCQkEgmePHmi0O7n56dw7+VcgYGB8PDwwM2bNxEeHl4iMRIRzY+eiX57+uHHyz8i4kUEuu7sjN03dqo7LCIiUVgcl2MJCQlo0aIFKlWqBFNTU3WHQ0QfgbN3juPXG9sV2l5BwKzo6Xgme6amqIiIxGNxXMKys7OxYMECVKtWDTo6OqhcuTJmz56NxMRESCQSbN68GT4+PtDV1UWtWrUQFRUFAEhMTETz5s0BAGZmZpBIJPD394e/vz+ioqIQFhYGiUQCiUQi7+vhw4cYPHgwJBIJZ46JqET8dW61yvYMZONE/HaV24iIShN+fXQJCw4Oxpo1a7B06VI0adIEycnJuHr1qnz7xIkTsWzZMtSoUQNLlixB586dcfPmTdjb22Pbtm349NNPER8fD2NjY+jp6QEArl27hlq1amHWrFkAACsrKyQnJ8PV1RWzZs1C7969YWJiohRLZmYmMjMz5Y/T0tIAADKZDDKZrDjTUCJyx1AexlLcmCvxmKv8PXtwD5Co3vb0TgJkrsybKryuxGOuxGGelInNBYvjEvT06VOEhYXhu+++w8CBAwEATk5OaNKkCRITEwEAo0aNwqeffgoAWLlyJfbt24effvoJkyZNgrm5OQDA2tpaYZmEtrY29PX1YWNjI2+zsbGBRCKBiYmJQvvb5s6di9DQUKX2AwcOQF9fvyiGXCpERESoO4Qyg7kSj7lSzfihDSQWtyFIFCtk86ws3PnHBHte7FFTZGUDryvxmCtxmKc3MjIyRO3H4rgExcXFITMzEy1btsxzH29vb/nPWlpa8PT0RFxcXLHEExwcjMDAQPnjtLQ02Nvbo02bNjA2Ni6Wc5YkmUyGiIgItG7dGlKpVN3hlGrMlXjMVf42/V0ZX8b2xA8WupDlFMimWVnwTzaER/8BqFWx7L+2FAdeV+IxV+IwT8py3yEvCIvjEpS7DKK00NHRgY6OjlK7VCotV0+k8jae4sRcicdcqdbFuxYGHZuBr57+BA2DG9DK1sCD9Pr4u+JoDHK0UHd4pR6vK/GYK3GYpzfE5oEfyCtBzs7O0NPTw8GDB/Pc58SJE/KfX716hTNnzsDNzQ3A6+UTAJCVlaVwjLa2tlIbEZE6mOhLsWBYN/xReSEmPFqF8anf41LtECwd2EzdoRERicKZ4xKkq6uLyZMnY9KkSdDW1kbjxo3x33//4fLly/KlFitWrICzszPc3NywdOlSPH78GIMHDwYAODg4QCKRYNeuXejQoQP09PRgaGgIR0dHxMTEIDExEYaGhjA3N4eGBv/uISL1qGZthHWDvfDseSb279+Hzh1rcuaKiMoMVlAlbPr06ZgwYQJmzJgBNzc39O7dGykpKfLt8+bNw7x581CnTh0cPXoUO3fuhKWlJQCgYsWKCA0NxZQpU1ChQgWMGjUKABAUFARNTU3UqFEDVlZWSEpKUsvYiIjepq2lAc087lxBRFRacea4hGloaGDatGmYNm2aQnvu3Src3NwQExOT5/HTp0/H9OnTFdpcXFxw/PhxpX3f/SY9IiIiIsofZ46JiIiIiHKwOCYiIiIiysFlFaWEo6MjBEFQdxhEREREHzXOHBMRERER5WBxTERERESUg8UxEREVi+evnuOV8ErdYRARvRcWxyUsPDwcpqam6g6DiKjYXHt8DV/s/wKNtzTG16lf46tjXyE1M1XdYRERicIP5BERUZFJzUzFF/u/wOPMxwCALGRhT+Ie3Mu4h3Xt16k5OiKignHmuAi9fPlS3SEQEanVzoSd8sL4bWdTzuLSg0tqiIiI6P2wOP4Afn5+GDVqFMaNGwdLS0u0bdsWS5YsQe3atWFgYAB7e3uMHDkS6enpefYREhICDw8P/PDDD7C3t4e+vj569eqF1NQ3b0H6+/uja9euWLRoEWxtbWFhYYEvv/wSMplMvk9mZiaCgoJQsWJFGBgYoGHDhoiMjCzO4RMRKUl4dCvPbf8+/bcEIyEiKhwuq/hA69atw4gRIxAdHQ0A2Lt3L5YvX44qVargn3/+wciRIzFp0iR8//33efZx48YNbNmyBX/++SfS0tIQEBCAkSNHYsOGDfJ9Dh8+DFtbWxw+fBg3btxA79694eHhgSFDhgAARo0ahStXrmDz5s2ws7PDjh070K5dO1y8eBHOzs4qz5uZmYnMzEz547S0NACATCZTKLzLqtwxlIexFDfmSjzmKn8ad56qbJcIArIf60NWiXlThdeVeMyVOMyTMrG5kAj85olC8/PzQ1paGs6ePZvnPv/73/8wfPhwPHjwAMDrD+SNGzcOT548AfB65vibb77BrVu3ULFiRQDAvn370LFjR9y5cwc2Njbw9/dHZGQkEhISoKmpCQDo1asXNDQ0sHnzZiQlJaFq1apISkqCnZ2d/NytWrWCl5cX5syZozK2kJAQhIaGKrVv3LgR+vr6hcoJEX3cNK78inCLC7imo63Q3vVpOmoL/aFTuYGaIiOij11GRgb69euH1NRUGBsb57kfZ44/UP369RUe//XXX5g7dy6uXr2KtLQ0vHr1Ci9evEBGRkaeBWflypXlhTEAeHt7Izs7G/Hx8bCxsQEA1KxZU14YA4CtrS0uXrwIALh48SKysrLg4uKi0G9mZiYsLCzyjD04OBiBgYHyx2lpabC3t0ebNm3yvWjKCplMhoiICLRu3RpSqVTd4ZRqzJV4zFX+bjw7hp9vROBnE2NE6utDT8hG5/Rn6JOWjv86NYRFnXbqDrFU4nUlHnMlDvOkLPcd8oKwOP5ABgYG8p8TExPRqVMnjBgxArNnz4a5uTmOHj2KgIAAvHz58oNmY9+9sCUSCbKzswEA6enp0NTUxJkzZxQKaAAwNDTMs08dHR3o6OioPFd5eiKVt/EUJ+ZKPOZKNadWX0Dj2hqMf5yK8Y/ffHbiibQCbOq2BzT5ayc/vK7EY67EYZ7eEJsHvkoVoTNnziA7OxuLFy+Ghsbrzzpu2bKlwOOSkpJw9+5d+ZKIEydOQENDA66urqLOW7duXWRlZSElJQVNmzYt/ACIiD6QtrUzXnzyPbJ2T4BO1usPI6frVYTJ5xtZGBNRmcBXqiJUrVo1yGQyfPvtt+jcuTOio6OxatWqAo/T1dXFwIEDsWjRIqSlpWHMmDHo1auXfElFQVxcXNC/f38MGDAAixcvRt26dfHff//h4MGDcHd3R8eOHT90aEREounW6wPU6oxXCX/jxNkLaNhzHCTayu9SERGVRryVWxGqU6cOlixZgvnz56NWrVrYsGED5s6dW+Bx1apVQ/fu3dGhQwe0adMG7u7u+d7dQpW1a9diwIABmDBhAlxdXdG1a1ecOnUKlStXLuxwiIgKT9sAQrVWeGhYHZDwVw0RlR2cOf4Aqu4jPH78eIwfP16h7fPPP5f/7O/vD39/f6XjRowYgREjRqg8T3h4uFLbsmXLFB5LpVKEhoaqvPsEEREREYnDP+eJiIiIiHKwOCYiIiIiysHiWM1CQkIQGxur7jCIiIiICCyOiYiIiIjkWBwTEREREeVgcUxERERElKNUF8eRkZGQSCR48uSJukN5L46Ojkq3WsvLvXv30Lp1axgYGMDU1LRY4yIiKjHp/0FycQtsn5wCZM/VHQ0RkWilujguTuHh4aWiGF26dCmSk5MRGxuLa9euqTscIqIPln3iB2QtcYPWzpHwuvktEOYOJEarOywiIlE+2uK4tEhISED9+vXh7OwMa2trlfvIZLISjoqIqHCE+5eBfZOhmf3mdUua+RgZGz4DXr1UY2REROKovTjOzMzEmDFjYG1tDV1dXTRp0gSnTp1S2OfMmTPw9PSEvr4+fHx8EB8fL6rv8+fPo3nz5jAyMoKxsTHq16+P06dPIzIyEoMGDUJqaiokEgkkEglCQkLk8QQFBaFixYowMDBAw4YNlb4J7+jRo2jatCn09PRgb2+PMWPG4NmzZ+89dkdHR2zbtg2//PILJBKJ/JvzJBIJVq5ciU8++QQGBgaYPXs2srKyEBAQgCpVqkBPTw+urq4ICwtT6vPnn39GzZo1oaOjA1tbW4waNeq94yIiKqxbUeshgYDD+noIsTDHPHMzXNbWhr7sEdKuRKg7PCKiAqn966MnTZqEbdu2Yd26dXBwcMCCBQvQtm1b3LhxQ77PtGnTsHjxYlhZWWH48OEYPHgwoqMLfouuf//+qFu3LlauXAlNTU3ExsZCKpXCx8cHy5Ytw4wZM+SFtqGhIQBg1KhRuHLlCjZv3gw7Ozvs2LED7dq1w8WLF+Hs7IyEhAS0a9cO33zzDX7++Wf8999/GDVqFEaNGoW1a9e+19hPnTqFAQMGwNjYGGFhYdDT05NvCwkJwbx587Bs2TJoaWkhOzsblSpVwtatW2FhYYFjx45h6NChsLW1Ra9evQAAK1euRGBgIObNm4f27dsjNTU13zxlZmYiMzNT/jgtLQ3A65nq8jBbnTuG8jCW4sZcicdc5e/Og0f43soCew0N5G0bTIww5eEjON9OQV035k0VXlfiMVfiME/KxOZCIgiCUMyx5OnZs2cwMzNDeHg4+vXrB+B14I6Ojhg3bhwaNGiA5s2b46+//kLLli0BAHv27EHHjh3x/Plz6Orq5tu/sbExvv32WwwcOFBpW3h4OMaNG6fwYb+kpCRUrVoVSUlJsLOzk7e3atUKXl5emDNnDr744gtoamrihx9+kG8/evQofH198ezZM+jq6srjHzduXIE56Nq1K0xNTREeHi5vk0gkGDduHJYuXZrvsaNGjcK9e/fwv//9DwBQsWJFDBo0CN98802B5wVeF+ChoaFK7Rs3boS+vr6oPoiI3haZFIm/jP9SatfOFtBTMgFuZuZqiIqICMjIyEC/fv2QmpoKY2PjPPdT68xxQkICZDIZGjduLG+TSqXw8vJCXFwcGjRoAABwd3eXb7e1tQUApKSkoHLlyvn2HxgYiC+++ALr169Hq1at0LNnTzg5OeW5/8WLF5GVlQUXFxeF9szMTFhYWAB4vVTjwoUL2LBhg3y7IAjIzs7GzZs34ebmJnL0+fP09FRqW7FiBX7++WckJSXh+fPnePnyJTw8PAC8zsfdu3flf0SIERwcjMDAQPnjtLQ02Nvbo02bNvleNGWFTCZDREQEWrduDalUqu5wSjXmSjzmKn8nj10EEpXbX2pIULtxBbRxaF3iMZUFvK7EY67EYZ6U5b5DXhC1L6sQ4+1/VIlEAgDIzs4u8LiQkBD069cPu3fvxt69ezFz5kxs3rwZ3bp1U7l/eno6NDU1cebMGWhqaipsy112kZ6ejmHDhmHMmDFKxxdUrL8PAwMDhcebN29GUFAQFi9eDG9vbxgZGWHhwoWIiYkBAIUlGWLp6OhAR0dHqV0qlZarJ1J5G09xYq7EY65Uq2iS98ywmZ4pc1YAXlfiMVfiME9viM2DWotjJycnaGtrIzo6Gg4ODgBe/6Vz6tQpUUsSxHBxcYGLiwvGjx+Pvn37Yu3atejWrRu0tbWRlZWlsG/dunWRlZWFlJQUNG3aVGV/9erVw5UrV1CtWrUiiU+s6Oho+Pj4YOTIkfK2hIQE+c9GRkZwdHTEwYMH0bx58xKNjYgoV6eqnbDmwhq8El4ptNsZ2KGhbUM1RUVEJJ5a71ZhYGCAESNGYOLEidi3bx+uXLmCIUOGICMjAwEBAR/U9/PnzzFq1ChERkbi1q1biI6OxqlTp+TLHhwdHZGeno6DBw/iwYMHyMjIgIuLC/r3748BAwZg+/btuHnzJk6ePIm5c+di9+7dAIDJkyfj2LFjGDVqFGJjY3H9+nX88ccfxX5XCGdnZ5w+fRr79+/HtWvXMH36dKW7eoSEhGDx4sVYvnw5rl+/jrNnz+Lbb78t1riIiN5W2bgy5jadC2PtN0uzKhlWwvIWy6GpoZnPkUREpYPal1XMmzcP2dnZ+Pzzz/H06VN4enpi//79MDMz+6B+NTU18fDhQwwYMAD379+HpaUlunfvLv8Amo+PD4YPH47evXvj4cOHmDlzJkJCQrB27Vp88803mDBhAu7cuQNLS0s0atQInTp1AvB6/XNUVBSmTZuGpk2bQhAEODk5oXfv3h+ci/wMGzYM586dQ+/evSGRSNC3b1+MHDkSe/fule8zcOBAvHjxAkuXLkVQUBAsLS3Ro0ePYo2LiOhd7aq0g5+9H07dPYVzp85hWOdh0NFWXsJFRFQaqfVuFVS6pKWlwcTEpMBPcZYVMpkMe/bsQYcOHbjeqgDMlXjMlXjMlXjMlXjMlTjMkzKxdY7avwSEiIiIiKi0KNPFcc2aNWFoaKjyv7dvtaYuGzZsyDO+mjVrqjs8IiIiInqH2tccf4g9e/bk+W0nFSpUKOFolH3yySdo2FD1p7P5FgcRERFR6VOmi+Pc27+VVkZGRjAyMlJ3GEREREQkUpleVkFEREREVJRYHBMRERER5fjoi2NBEDB06FCYm5tDIpHA1NS0yL6dT4xmzZph48aNRdrnvn374OHhIeortomIiprs1SvMidqI9ptHYvG937H5YpS6QyIiEu2jL4737duH8PBw7Nq1C8nJybh27Rq+/vrrEjn3zp07cf/+ffTp00fetnr1avj5+cHY2BgSiQRPnjxROu6TTz5B5cqVoaurC1tbW3z++ee4e/eufHu7du0glUpLxR07iOjjkpWdhY6/9sOmxLm4n30Cj3VPY8HF8Rj5+2x1h0ZEJMpHXxwnJCTA1tYWPj4+sLGxgbW1dYl9iG758uUYNGgQNDTe/DNkZGSgXbt2mDp1ap7HNW/eHFu2bEF8fDy2bduGhIQEpW/C8/f3x/Lly4stdiIiVX449j8kS+KU2o8/2YyEh/fUEBER0fv5qItjf39/jB49GklJSZBIJHB0dISfn5/CsgpHR0d88803GDBgAAwNDeHg4ICdO3fiv//+Q5cuXWBoaAh3d3ecPn1afkx4eDhMTU3x+++/w9nZGbq6umjbti1u374t3+e///7DoUOH0LlzZ4WYxo0bhylTpqBRo0Z5xj1+/Hg0atQIDg4O8PHxwZQpU3DixAmF29p17twZp0+fRkJCQhFkiohInIvXf1PZ/koC7DrJd7OIqPQr07dy+1BhYWFwcnLC6tWrcerUKWhqaqJnz55K+y1duhRz5szB9OnTsXTpUnz++efw8fHB4MGDsXDhQkyePBkDBgzA5cuXIZFIALyeAZ49ezZ++eUXaGtrY+TIkejTpw+io6MBAEePHoW+vj7c3Nw+aAyPHj3Chg0b4OPjo3Dv5MqVK6NChQo4cuQInJycVB6bmZmJzMxM+eO0tDQAr79yMq/7R5cluWMoD2MpbsyVeMxV/qyznuc57VLh1VPmLQ+8rsRjrsRhnpSJzcVHXRybmJjAyMgImpqasLGxyXO/Dh06YNiwYQCAGTNmYOXKlWjQoIG8kJ48eTK8vb1x//59eT8ymQzfffed/EtA1q1bBzc3N5w8eRJeXl64desWKlSooLCk4n1MnjwZ3333HTIyMtCoUSPs2rVLaR87OzvcunUrzz7mzp2L0NBQpfYDBw5AX1+/UHGVRhEREeoOocxgrsRjrlSrm+2IP4XbkOVMFOSqLJPBPN0Ke/bsUVNkZQOvK/GYK3GYpzcyMjJE7fdRF8diubu7y3/O/ea92rVrK7WlpKTIi2MtLS00aNBAvk/16tVhamqKuLg4eHl54fnz59DV1S10TBMnTkRAQABu3bqF0NBQDBgwALt27ZLPXAOAnp5evhdCcHAwAgMD5Y/T0tJgb2+PNm3awNjYuNCxlRYymQwRERFo3bo1v5GwAMyVeMxVAWR+0PmxKRYYvMIDLU0AgPPLlwjRrgW3HkPVHFzpxetKPOZKHOZJWe475AVhcSzC2xdVbvGpqu19bp1maWmJx48fFzomS0tLWFpawsXFBW5ubrC3t8eJEyfg7e0t3+fRo0ewsrLKsw8dHR3o6OgotUul0nL1RCpv4ylOzJV4zFUepCZoP/gvND80Gxdu7IPklQT1GgyCZrMJgCbzVRBeV+IxV+IwT2+IzcNH/YG84vTq1SuFD+nFx8fjyZMn8jXGdevWxb179z6oQM6VW5S/vX74xYsXSEhIQN26dT+4fyKi92JoDd1PwlB39CXcdZ2P7CYsjImo7GBxXEykUilGjx6NmJgYnDlzBv7+/mjUqBG8vLwAvC6OLS0t5R/Qy3Xv3j3Exsbixo0bAICLFy8iNjYWjx49AgDExMTgu+++Q2xsLG7duoVDhw6hb9++cHJyUpg1PnHiBHR0dBTaiIiIiCh/LI6Lib6+PiZPnox+/fqhcePGMDQ0xG+/vbnFkaamJgYNGqT0RR2rVq1C3bp1MWTIEACvv0Gvbt262Llzp7zf7du3o2XLlnB1dUVAQADc3d0RFRWlsERi06ZN6N+/f7n6YB0RERFRcfvo1xyPGzdO4b7GkZGRCtsTExOVjhEEQeGxo6OjUhsAdO/eHd27d8/z3OPHj0fNmjVx69YtODg4AABCQkIQEhKS5zG1a9fGoUOH8twOAA8ePMD//vc/hWUdRERERFQwzhyrkY2NDX766SckJSUVab+JiYn4/vvvUaVKlSLtl4iIiKi8++hnjtWta9euRd6np6cnPD09i7xfIiIiovKOM8fFwN/fH0+ePFF3GERERET0nlgcExERERHlYHFMRERERJSDxTERERERUQ5+II+IiIqW7Dlwei004/eg4aOnkMTJAPce6o6KyrB/H2dg6+l/cS/1BTzsjSHNVndEVJ5x5jgPfn5+Cvc/LiohISGoUKECJBIJfv/99yLvn4hIrbJeAb9+iucHpuL4/VO4kxkHje0BwIGv1B0ZlVEn/nmI1kv+RtjB6/jt9G0E77iMZZc0kZ75St2hUTnF4rgYJCYmQiKRIDY2VqE9Li4OoaGh+OGHH5CcnIz27durJ0AiouJydRf2PjiHlvYVMdzGGv52FdCxki2unlkDpN5Rd3RUBs344xKey7IU2v59JsGvJ4r2OwKIcrE4LoSXL18W6riEhAQAQJcuXWBjY6Pwdc9EROXBrX8OYqqVBZ5qvvn18q9UijHW5niVdEyNkVFZdOfJc1y7n65yW+S1ByUcDX0suOYYwLNnzzBixAhs374dRkZGCAoKUtju6OiIgIAAXL9+Hb///ju6d++O8PDwPPvL/Wa6unXrAgB8fX3h5+eH0NBQAICGxutfGqq+cjrXpUuX4O7ujvv378PKygqPHj2CpaUlevXqhc2bNwMAvvnmG+zbtw9Hjx5FZGQkmjdvjl27diE4OBjXrl2Dh4cHfvzxR9SqVUvlOTIzM5GZmSl/nJaWBgCQyWSQyWT5paxMyB1DeRhLcWOuxGOu8rcz6zFeSSRK7claWjj+8hEaMW8q8bpSTSrJhoYEyFbx61JfW4P5ygevKWVic8HiGMDEiRMRFRWFP/74A9bW1pg6dSrOnj0LDw8P+T6LFi3CjBkzMHPmzAL7O3nyJLy8vPDXX3+hZs2a0NbWhra2NhwdHTFo0CAkJycX2EfNmjVhYWGBqKgo9OjRA0eOHJE/zhUVFQU/Pz+lsYSFhcHGxgZTp05F586dce3aNUilUqVzzJ07V16wv+3AgQPQ19cvMMayIiIiQt0hlBnMlXjMlWpxz/L+tfL3Pw/w6N89JRhN2cPrSllNUw1cfKz8RreTxn/Ys4fXU0F4Tb2RkZEhar+PvjhOT0/HTz/9hF9//RUtW7YEAKxbtw6VKlVS2K9FixaYMGGCqD6trKwAABYWFrCxsZG3m5qaAoBCW14kEgmaNWuGyMhI9OjRA5GRkRg0aBB+/PFHXL16FU5OTjh27BgmTZqkcNzMmTPRunVrhXHs2LEDvXr1UjpHcHAwAgMD5Y/T0tJgb2+PNm3awNjYWNRYSzOZTIaIiAi0bt1a5R8H9AZzJR5zlT/zZHMcOXxGqV1HQxvD2g+DiY6JGqIq/Xhd5a2h70uM2hSL07eeAACkmhI0t8nCpD6tmKt88JpSlvsOeUE++uI4ISEBL1++RMOGDeVt5ubmcHV1VdjP09OzpEODr68vVq9eDeD1LPGcOXNw7do1REZG4tGjR5DJZGjcuLHCMd7e3vKfc8cRFxensn8dHR2V656lUmm5eiKVt/EUJ+ZKPOZKtSb2TdChSgfsuflmRk8CCQI9J8DS0FKNkZUNvK6U2ZhK8b8RjXH5birup72AWwUDnPz7IHMlEvP0htg8fPTFsVgGBgYlfs7c28ldv34dV65cQZMmTXD16lVERkbi8ePH8PT0LFfLH4io7JNIJJjXdB46Vu2Ig7cO4t7te/iy+Zdwr+Cu7tCojKtpZ4KadiZcQ0vF7qO/W4WTkxOkUiliYmLkbY8fP8a1a9cK3ae2tjYAICsrq4A981e7dm2YmZnhm2++gYeHBwwNDeHn54eoqChERkYqrTcGgBMnTsh/zh2Hm5vbB8VBRPQ+JBIJmlVqhq+8vkIHvQ5wM+drEBGVHR99cWxoaIiAgABMnDgRhw4dwqVLl+Dv7y+/o0RhWFtbQ09PD/v27cP9+/eRmppaqH5y1x1v2LBBXgi7u7sjMzMTBw8ehK+vr9Ixs2bNwsGDB+XjsLS0RNeuXQs9FiIiIqKPyUdfHAPAwoUL0bRpU3Tu3BmtWrVCkyZNUL9+/UL3p6WlheXLl+OHH36AnZ0dunTpUui+fH19kZWVJS+ONTQ00KxZM0gkEqX1xgAwb948jB07FvXr18e9e/fw559/ymeyiYiIiCh/XHOM17PH69evx/r16+VtEydOlP+cmJj43n1+8cUX+OKLLxTaunbtmu+9jVUZN26c0tdY5/e1002aNMGlS5fe6xxERERE9BqLY5LLLdzF3uqktJPJZMjIyEBaWho/qVsA5ko85ko85ko85ko85koc5klZbn1T0EQli+NCmDNnDubMmaNyW9OmTbF3715R/RgaGua5be/evWjatGmh4iusp0+fAgDs7e1L9LxEREREJeXp06cwMcn7nusS4X3f5yc8evQIjx49UrlNT08PFStWFNXPjRs38txWsWJF6OnpFSq+wsrOzsbdu3dhZGQEiYqvfy1rcr/U5Pbt2+XiS02KE3MlHnMlHnMlHnMlHnMlDvOkTBAEPH36FHZ2dvneeIEzx4Vgbm4Oc3PzD+6nWrVqRRBN0dHQ0FD6ZsDywNjYmC8MIjFX4jFX4jFX4jFX4jFX4jBPivKbMc7Fu1UQEREREeVgcUxERERElIPFMZVbOjo6mDlzJnR0dNQdSqnHXInHXInHXInHXInHXInDPBUeP5BHRERERJSDM8dERERERDlYHBMRERER5WBxTERERESUg8UxEREREVEOFsdERERERDlYHFOZ9ujRI/Tv3x/GxsYwNTVFQEAA0tPT8z1m9erV8PPzg7GxMSQSCZ48eaK0j6OjIyQSicJ/8+bNK6ZRFL/iylNh+i3tCjOmFy9e4Msvv4SFhQUMDQ3x6aef4v79+wr7vHs9SSQSbN68uTiHUuRWrFgBR0dH6OrqomHDhjh58mS++2/duhXVq1eHrq4uateujT179ihsFwQBM2bMgK2tLfT09NCqVStcv369OIdQYoo6V/7+/krXT7t27YpzCCXmfXJ1+fJlfPrpp/LX6GXLln1wn2VJUecqJCRE6bqqXr16MY6gbGBxTGVa//79cfnyZURERGDXrl34+++/MXTo0HyPycjIQLt27TB16tR895s1axaSk5Pl/40ePbooQy9RxZWnwvRb2hVmTOPHj8eff/6JrVu3IioqCnfv3kX37t2V9lu7dq3CNdW1a9diGkXR++233xAYGIiZM2fi7NmzqFOnDtq2bYuUlBSV+x87dgx9+/ZFQEAAzp07h65du6Jr1664dOmSfJ8FCxZg+fLlWLVqFWJiYmBgYIC2bdvixYsXJTWsYlEcuQKAdu3aKVw/mzZtKonhFKv3zVVGRgaqVq2KefPmwcbGpkj6LCuKI1cAULNmTYXr6ujRo8U1hLJDICqjrly5IgAQTp06JW/bu3evIJFIhDt37hR4/OHDhwUAwuPHj5W2OTg4CEuXLi3CaNWnuPL0of2WRoUZ05MnTwSpVCps3bpV3hYXFycAEI4fPy5vAyDs2LGj2GIvbl5eXsKXX34pf5yVlSXY2dkJc+fOVbl/r169hI4dOyq0NWzYUBg2bJggCIKQnZ0t2NjYCAsXLpRvf/LkiaCjoyNs2rSpGEZQcoo6V4IgCAMHDhS6dOlSLPGq0/vm6m15vU5/SJ+lWXHkaubMmUKdOnWKMMrygTPHVGYdP34cpqam8PT0lLe1atUKGhoaiImJ+eD+582bBwsLC9StWxcLFy7Eq1evPrhPdSiuPBV3/tWhMGM6c+YMZDIZWrVqJW+rXr06KleujOPHjyvs++WXX8LS0hJeXl74+eefIZSR72B6+fIlzpw5ozBGDQ0NtGrVSmmMuY4fP66wPwC0bdtWvv/Nmzdx7949hX1MTEzQsGHDPPssC4ojV7kiIyNhbW0NV1dXjBgxAg8fPiz6AZSgwuRKHX2WBsU5ruvXr8POzg5Vq1ZF//79kZSU9KHhlnla6g6AqLDu3bsHa2trhTYtLS2Ym5vj3r17H9T3mDFjUK9ePZibm+PYsWMIDg5GcnIylixZ8kH9qkNx5ak4868uhRnTvXv3oK2tDVNTU4X2ChUqKBwza9YstGjRAvr6+jhw4ABGjhyJ9PR0jBkzpsjHUdQePHiArKwsVKhQQaG9QoUKuHr1qspj7t27p3L/3Jzk/j+/fcqi4sgV8HpJRffu3VGlShUkJCRg6tSpaN++PY4fPw5NTc2iH0gJKEyu1NFnaVBc42rYsCHCw8Ph6uqK5ORkhIaGomnTprh06RKMjIw+NOwyi8UxlTpTpkzB/Pnz890nLi6uWGMIDAyU/+zu7g5tbW0MGzYMc+fOLTXfU18a8lRWlIZcTZ8+Xf5z3bp18ezZMyxcuLBMFMekfn369JH/XLt2bbi7u8PJyQmRkZFo2bKlGiOjsqx9+/byn93d3dGwYUM4ODhgy5YtCAgIUGNk6sXimEqdCRMmwN/fP999qlatChsbG6UPIrx69QqPHj3K98MHhdGwYUO8evUKiYmJcHV1LdK+C0vdeSrJ/H+o4syVjY0NXr58iSdPnijMHt+/fz/fPDRs2BBff/01MjMzS80fXHmxtLSEpqam0h048hujjY1Nvvvn/v/+/fuwtbVV2MfDw6MIoy9ZxZErVapWrQpLS0vcuHGjzBbHhcmVOvosDUpqXKampnBxccGNGzeKrM+yiGuOqdSxsrJC9erV8/1PW1sb3t7eePLkCc6cOSM/9tChQ8jOzkbDhg2LNKbY2FhoaGgoveWuTurOU0nm/0MVZ67q168PqVSKgwcPytvi4+ORlJQEb2/vPGOKjY2FmZlZqS+MAUBbWxv169dXGGN2djYOHjyY5xi9vb0V9geAiIgI+f5VqlSBjY2Nwj5paWmIiYnJN2+lXXHkSpV///0XDx8+VPjDoqwpTK7U0WdpUFLjSk9PR0JCQpm+roqEuj8RSPQh2rVrJ9StW1eIiYkRjh49Kjg7Owt9+/aVb//3338FV1dXISYmRt6WnJwsnDt3TlizZo0AQPj777+Fc+fOCQ8fPhQEQRCOHTsmLF26VIiNjRUSEhKEX3/9VbCyshIGDBhQ4uMrKsWRJzH9lkWFydXw4cOFypUrC4cOHRJOnz4teHt7C97e3vLtO3fuFNasWSNcvHhRuH79uvD9998L+vr6wowZM0p0bB9i8+bNgo6OjhAeHi5cuXJFGDp0qGBqaircu3dPEARB+Pzzz4UpU6bI94+Ojha0tLSERYsWCXFxccLMmTMFqVQqXLx4Ub7PvHnzBFNTU+GPP/4QLly4IHTp0kWoUqWK8Pz58xIfX1Eq6lw9ffpUCAoKEo4fPy7cvHlT+Ouvv4R69eoJzs7OwosXL9QyxqLyvrnKzMwUzp07J5w7d06wtbUVgoKChHPnzgnXr18X3WdZVRy5mjBhghAZGSncvHlTiI6OFlq1aiVYWloKKSkpJT6+0oTFMZVpDx8+FPr27SsYGhoKxsbGwqBBg4SnT5/Kt9+8eVMAIBw+fFjeNnPmTAGA0n9r164VBEEQzpw5IzRs2FAwMTERdHV1BTc3N2HOnDll+pdQceRJTL9lUWFy9fz5c2HkyJGCmZmZoK+vL3Tr1k1ITk6Wb9+7d6/g4eEhGBoaCgYGBkKdOnWEVatWCVlZWSU5tA/27bffCpUrVxa0tbUFLy8v4cSJE/Jtvr6+wsCBAxX237Jli+Di4iJoa2sLNWvWFHbv3q2wPTs7W5g+fbpQoUIFQUdHR2jZsqUQHx9fEkMpdkWZq4yMDKFNmzaClZWVIJVKBQcHB2HIkCFlvtjL9T65yn3+vfufr6+v6D7LsqLOVe/evQVbW1tBW1tbqFixotC7d2/hxo0bJTii0kkiCGXkXkJERERERMWMa46JiIiIiHKwOCYiIiIiysHimIiIiIgoB4tjIiIiIqIcLI6JiIiIiHKwOCYiIiIiysHimIiIiIgoB4tjoiLi5+eHcePGqTuMUic8PBympqbyxyEhIfDw8CjWc0okEvz+++95bi+Of6vIyEhIJBI8efJE9DH+/v7o2rVrkfdbEteimNjpNUdHRyxbtkz+uKDr80OVxHMs17tjKw8SExMhkUgQGxur7lCUlOS/7ceMxTF99Dp37ox27dqp3HbkyBFIJBJcuHChhKMqv4KCgnDw4EF1h1HkfHx8kJycDBMTE9HHhIWFITw8XP5YVVFbmH6pdEtOTkb79u3Vdv7C/MFVFpXmIrckrV69Gn5+fjA2Nv4o/t2LAotj+ugFBAQgIiIC//77r9K2tWvXwtPTE+7u7mqIrOTIZLISO5ehoSEsLCxK7HwlRVtbGzY2NpBIJKKPMTExUZhVL6p+6f28fPmyRM9nY2MDHR2dEj1naZWVlYXs7Gx1h1GuZWRkoF27dpg6daq6QykzWBzTR69Tp06wsrJSmMEDgPT0dGzduhUBAQF4+PAh+vbti4oVK0JfXx+1a9fGpk2b8u1X1VunpqamCue5ffs2evXqBVNTU5ibm6NLly5ITEzMs8/cGZ+DBw/C09MT+vr68PHxQXx8vMJ+K1euhJOTE7S1teHq6or169crxbZy5Up88sknMDAwwOzZs+Vv1/3888+oXLkyDA0NMXLkSGRlZWHBggWwsbGBtbU1Zs+erdDXkiVLULt2bRgYGMDe3h4jR45Eenp6nmN4923ByMhIeHl5wcDAAKampmjcuDFu3bol3/7HH3+gXr160NXVRdWqVREaGopXr17Jt1+/fh3NmjWDrq4uatSogYiIiDzP/bZXr15h1KhRMDExgaWlJaZPnw5BEAAAs2bNQq1atZSO8fDwwPTp01X29+5sXO5ykv3798PNzQ2GhoZo164dkpOT5ce8vTTB398fUVFRCAsLg0QigUQiQWJiolK/hbkW33bt2jVIJBJcvXpVoX3p0qVwcnIC8LpgCQgIQJUqVaCnpwdXV1eEhYXl26+qt9c9PDwQEhIif/zkyRN88cUXsLKygrGxMVq0aIHz58+Ljh14Pbs+ZswYTJo0Cebm5rCxsVE4BwAkJSWhS5cuMDQ0hLGxMXr16oX79+/Lt+degz/++COqVKkCXV1dAK+fFz/88AM6deoEfX19uLm54fjx47hx4wb8/PxgYGAAHx8fJCQkyPtKSEhAly5dUKFCBRgaGqJBgwb466+/8h3D268NL1++xKhRo2BrawtdXV04ODhg7ty575WzefPmoUKFCjAyMkJAQABevHiR57kTExPRvHlzAICZmRkkEgn8/f0BAJmZmRgzZgysra2hq6uLJk2a4NSpU/mO5V0FvR7kPi927tyJGjVqQEdHB0lJSUhOTkbHjh2hp6eHKlWqYOPGjUrX1PteP1WqVAEA1K1bFxKJBH5+fgCA7OxszJo1C5UqVYKOjg48PDywb9++PPvJysrC4MGDUb16dSQlJYl6fuQ+t+fMmYMKFSrA1NQUs2bNwqtXrzBx4kSYm5ujUqVKWLt2rcJxkydPhouLC/T19VG1alVMnz4938mLhIQEVK1aFaNGjZK/fr1r3LhxmDJlCho1apRnP6SIxTF99LS0tDBgwACEh4crvLhs3boVWVlZ6Nu3L168eIH69etj9+7duHTpEoYOHYrPP/8cJ0+eLPR5ZTIZ2rZtCyMjIxw5cgTR0dHyAqqgmaxp06Zh8eLFOH36NLS0tDB48GD5th07dmDs2LGYMGECLl26hGHDhmHQoEE4fPiwQh8hISHo1q0bLl68KD8+ISEBe/fuxb59+7Bp0yb89NNP6NixI/79919ERUVh/vz5+OqrrxATEyPvR0NDA8uXL8fly5exbt06HDp0CJMmTRKVg1evXqFr167w9fXFhQsXcPz4cQwdOlQ+S3rkyBEMGDAAY8eOxZUrV/DDDz8gPDxcXqBnZ2eje/fu0NbWRkxMDFatWoXJkyeLOve6deugpaWFkydPIiwsDEuWLMGPP/4IABg8eDDi4uIUCoNz587hwoULGDRokKj+gdczNosWLcL69evx999/IykpCUFBQSr3DQsLg7e3N4YMGYLk5GQkJyfD3t5eab8PvRZdXFzg6emJDRs2KLRv2LAB/fr1A/A6r5UqVcLWrVtx5coVzJgxA1OnTsWWLVtEj12Vnj17IiUlBXv37sWZM2dQr149tGzZEo8ePXqvftatWwcDAwPExMRgwYIFmDVrlvyPouzsbHTp0gWPHj1CVFQUIiIi8M8//6B3794Kfdy4cQPbtm3D9u3bFd52//rrrzFgwADExsaievXq6NevH4YNG4bg4GCcPn0agiBg1KhR8v3T09PRoUMHHDx4EOfOnUO7du3QuXNnJCUliRrL8uXLsXPnTmzZsgXx8fHYsGEDHB0dRedsy5YtCAkJwZw5c3D69GnY2tri+++/z/N89vb22LZtGwAgPj4eycnJ8sJu0qRJ2LZtG9atW4ezZ8+iWrVqaNu27Xv9+4h5PcjIyMD8+fPx448/4vLly7C2tsaAAQNw9+5dREZGYtu2bVi9ejVSUlIUjnvf6yf3OfHXX38hOTkZ27dvB/D6ubZ48WIsWrQIFy5cQNu2bfHJJ5/g+vXrSn1kZmaiZ8+eiI2NxZEjR1C5cmXRz49Dhw7h7t27+Pvvv7FkyRLMnDkTnTp1gpmZGWJiYjB8+HAMGzZM4V1LIyMjhIeH48qVKwgLC8OaNWuwdOlSleO7cOECmjRpgn79+uG7777ju0tFSSAiIS4uTgAgHD58WN7WtGlT4bPPPsvzmI4dOwoTJkyQP/b19RXGjh0rfwxA2LFjh8IxJiYmwtq1awVBEIT169cLrq6uQnZ2tnx7ZmamoKenJ+zfv1/lOQ8fPiwAEP766y952+7duwUAwvPnzwVBEAQfHx9hyJAhCsf17NlT6NChg0Js48aNU9hn5syZgr6+vpCWliZva9u2reDo6ChkZWXJ21xdXYW5c+eqjE8QBGHr1q2ChYWF/PHatWsFExMThfPUqVNHEARBePjwoQBAiIyMVNlXy5YthTlz5ii0rV+/XrC1tRUEQRD2798vaGlpCXfu3JFv37t3r8rcv83X11dwc3NTyP3kyZMFNzc3+eP27dsLI0aMkD8ePXq04Ofnl2efuf82jx8/lo8bgHDjxg35PitWrBAqVKggfzxw4EChS5cuCnG9fQ2p6leVgq7Fdy1dulRwcnKSP46PjxcACHFxcXke8+WXXwqffvppnrE7ODgIS5cuVTimTp06wsyZMwVBEIQjR44IxsbGwosXLxT2cXJyEn744Yc8z/suX19foUmTJgptDRo0ECZPniwIgiAcOHBA0NTUFJKSkuTbL1++LAAQTp48KQjC62tQKpUKKSkpCv0AEL766iv54+PHjwsAhJ9++knetmnTJkFXVzffGGvWrCl8++238sfv5ubt63P06NFCixYtFK7FXGJy5u3tLYwcOVJhe8OGDeXPMVVUXVPp6emCVCoVNmzYIG97+fKlYGdnJyxYsCDPvlT9u79N1esBACE2Nlbelvv6e+rUKXnb9evXBQDyvgtz/dy8eVMAIJw7d06h3c7OTpg9e7ZCW4MGDeR5zD3uyJEjQsuWLYUmTZoIT548yXOMgqD6+eHg4KD02tm0aVP541evXgkGBgbCpk2b8ux34cKFQv369eWPc18/o6OjBTMzM2HRokX5xvU2Ma8l9BpnjokAVK9eHT4+Pvj5558BvJ5VOnLkCAICAgC8flvt66+/Ru3atWFubg5DQ0Ps379f9OyQKufPn8eNGzdgZGQEQ0NDGBoawtzcHC9evFB421aVt9dA29raAoB8liUuLg6NGzdW2L9x48aIi4tTaPP09FTq19HREUZGRvLHFSpUQI0aNaChoaHQ9vaMzl9//YWWLVuiYsWKMDIywueff46HDx8iIyOjoBTA3Nwc/v7+aNu2LTp37oywsDCFZQfnz5/HrFmz5PkxNDSUz6xmZGQgLi4O9vb2sLOzkx/j7e1d4HkBoFGjRgozLd7e3rh+/TqysrIAAEOGDMGmTZvw4sULvHz5Ehs3blSYoRdDX19fvlQBeP1v9e5s2PsqimuxT58+SExMxIkTJwC8njWuV68eqlevLt9nxYoVqF+/PqysrGBoaIjVq1d/8PWenp4OCwsLhX/PmzdvFni9v+vdzwC8ndfca+LtWfcaNWrA1NRU4Tng4OAAKyurfPuuUKECAKB27doKbS9evEBaWhqA1zPHQUFBcHNzg6mpKQwNDREXFyc6V/7+/oiNjYWrqyvGjBmDAwcOyLeJyVlcXBwaNmyo0KfY58DbEhISIJPJFF47pFIpvLy8lF478iPm9UBbW1shz/Hx8dDS0kK9evXkbdWqVYOZmZn8cVFdP2lpabh7966o18i+ffvi2bNnOHDggNIHYsU8P2rWrKn02vn2taSpqQkLCwuF14TffvsNjRs3ho2NDQwNDfHVV18p9ZuUlITWrVtjxowZmDBhguixk3ha6g6AqLQICAjA6NGjsWLFCqxduxZOTk7w9fUFACxcuBBhYWFYtmyZfD3duHHj8l3+IJFIlNaAvb12LD09HfXr11d6exuAyl/ab5NKpQrnAfDeH2oxMDDIt9/cvlW15Z4rMTERnTp1wogRIzB79myYm5vj6NGjCAgIwMuXL6Gvr19gHGvXrsWYMWOwb98+/Pbbb/jqq68QERGBRo0aIT09HaGhoejevbvScbnrRItL586doaOjgx07dkBbWxsymQw9evR4rz5U5e7da+J9FeZafJeNjQ1atGiBjRs3olGjRti4cSNGjBgh375582YEBQVh8eLF8Pb2hpGRERYuXKiwnOZdGhoaBV7vtra2iIyMVDq2oA8lviu/a1IsVdf/u33nPrfye74FBQUhIiICixYtQrVq1aCnp4cePXqI/veoV68ebt68ib179+Kvv/5Cr1690KpVK/zvf/8r0pyVBLGvB3p6eu+9BEAduejQoQN+/fVXHD9+HC1atJC3i31+vO/r6fHjx9G/f3+Ehoaibdu2MDExwebNm7F48WKFY6ysrGBnZ4dNmzZh8ODBMDY2LsphE1gcE8n16tULY8eOxcaNG/HLL79gxIgR8hfw6OhodOnSBZ999hmA178Yr127hho1auTZn5WVlcIs6PXr1xVmT+rVq4fffvsN1tbWRfri5ubmhujoaAwcOFDeFh0dnW+shXXmzBlkZ2dj8eLF8hmSwqxLrVu3LurWrYvg4GB4e3vLi7Z69eohPj4e1apVU3mcm5sbbt++jeTkZPkMeu5saEHe/UV24sQJODs7Q1NTE8DrtegDBw7E2rVroa2tjT59+kBPT++9x/Y+tLW15TPXeSnMtahK//79MWnSJPTt2xf//PMP+vTpo3AOHx8fjBw5Ut5W0Ozcu9d7Wloabt68KX9cr1493Lt3D1paWgpraota7jVx+/Zt+ezxlStX8OTJk2J5DkRHR8Pf3x/dunUD8LqIy+9DtaoYGxujd+/e6N27N3r06IF27drh0aNHonLm5uaGmJgYDBgwQN5W0HNAW1sbABSutdwP8EZHR8PBwQHA6z9uTp06Jfqe2YV9PXB1dcWrV69w7tw51K9fH8Drd+8eP34s36cw14+qcRobG8POzg7R0dHyyQ/g9b+jl5eXwvEjRoxArVq18Mknn2D37t3y/Qvz/BDj2LFjcHBwwLRp0+Rtb384OZeenh527dqFDh06oG3btjhw4IDCO3704bisgiiHoaEhevfujeDgYCQnJ8s/wQ0Azs7OiIiIwLFjxxAXF4dhw4YpfPpdlRYtWuC7777DuXPncPr0aQwfPlxh1qB///6wtLREly5dcOTIEdy8eRORkZEYM2aMytvKiTVx4kSEh4dj5cqVuH79OpYsWYLt27fn+UGwD1GtWjXIZDJ8++23+Oeff7B+/XqsWrVK9PE3b95EcHAwjh8/jlu3buHAgQO4fv063NzcAAAzZszAL7/8gtDQUFy+fBlxcXHYvHkzvvrqKwBAq1at4OLigoEDB+L8+fM4cuSIwi+W/CQlJSEwMBDx8fHYtGkTvv32W4wdO1Zhny+++AKHDh3Cvn373ntJRWE4OjoiJiYGiYmJePDggcrZ0MJci6p0794dT58+xYgRI9C8eXOFpSnOzs44ffo09u/fj2vXrmH69OkF3rWgRYsWWL9+PY4cOYKLFy9i4MCB8j80gNf/Vt7e3ujatSsOHDiAxMREHDt2DNOmTcPp06ffO/68tGrVCrVr10b//v1x9uxZnDx5EgMGDICvr6/KpUQfytnZWf6hvvPnz6Nfv37vNYu9ZMkSbNq0CVevXsW1a9ewdetW2NjYwNTUVFTOxo4di59//hlr167FtWvXMHPmTFy+fDnfczo4OEAikWDXrl3477//kJ6eDgMDA4wYMQITJ07Evn37cOXKFQwZMgQZGRny5WUFKezrQfXq1dGqVSsMHToUJ0+exLlz5zB06FCFGebCXD/W1tbQ09PDvn37cP/+faSmpgJ4/Ro5f/58/Pbbb4iPj8eUKVMQGxur9PwHgNGjR+Obb75Bp06dcPToUQCFe36I4ezsjKSkJGzevBkJCQlYvnw5duzYoXJfAwMD7N69G1paWmjfvn2+dwi6d+8eYmNjcePGDQDAxYsXERsb+94fhP2YsDgmektAQAAeP36Mtm3bKhQLX331FerVq4e2bdvCz88PNjY2BX472OLFi2Fvb4+mTZuiX79+CAoKUlhmoK+vj7///huVK1dG9+7d4ebmJr8N04fMJHft2hVhYWFYtGgRatasiR9++AFr166V38aoKNWpUwdLlizB/PnzUatWLWzYsEHhNlQF0dfXx9WrV/Hpp5/CxcUFQ4cOxZdffolhw4YBANq2bYtdu3bhwIEDaNCgARo1aoSlS5fKZ7Y0NDSwY8cOPH/+HF5eXvjiiy+UbjWXlwEDBsiP+/LLLzF27FgMHTpUYR9nZ2f4+PigevXqSus6i0NQUBA0NTVRo0YNWFlZqVy3WphrURUjIyN07twZ58+fR//+/RW2DRs2DN27d0fv3r3RsGFDPHz4UGGWTJXg4GD4+vqiU6dO6NixI7p27aqw3loikWDPnj1o1qwZBg0aBBcXF/Tp0we3bt2Sr+3N/dIGVW+diyWRSPDHH3/AzMwMzZo1Q6tWrVC1alX89ttvhe4zP0uWLIGZmRl8fHzQuXNntG3bVmHtbEGMjIywYMECeHp6okGDBkhMTMSePXugoaEhKme9e/fG9OnTMWnSJNSvXx+3bt1SWCKjSsWKFREaGoopU6agQoUK8rtvzJs3D59++ik+//xz1KtXDzdu3MD+/fsV1v7m50NeD3755RdUqFABzZo1Q7du3TBkyBAYGRkp3GavoFy8S0tLC8uXL8cPP/wAOzs7dOnSBQAwZswYBAYGYsKECahduzb27duHnTt3wtnZWWU/48aNQ2hoKDp06IBjx44V6vkhxieffILx48dj1KhR8PDwwLFjx/K8dSTwekJn7969EAQBHTt2xLNnz1Tut2rVKtStWxdDhgwBADRr1gx169bFzp07Pzjm8koifOgCOCKickoQBDg7O2PkyJEIDAxUdzjl3uHDh9G9e3f8888/ogsyKp/+/fdf2Nvbyz/gR1SSuOaYiEiF//77D5s3b8a9e/fe697GVHh79uzB1KlTWRh/hA4dOoT09HTUrl0bycnJmDRpEhwdHdGsWTN1h0YfIRbHREQqWFtbw9LSEqtXr2axVkIWLlyo7hBITWQyGaZOnYp//vkHRkZG8PHxwYYNG5Tu7kBUErisgoiIiIgoBz+QR0RERESUg8UxEREREVEOFsdERERERDlYHBMRERER5WBxTERERESUg8UxEREREVEOFsdERERERDlYHBMRERER5WBxTERERESUg8UxEREREVEOFsdERERERDlYHBMRERER5WBxTERERESUg8UxEREREVEOFsdERERERDlYHBMRERER5WBxTERERESUQ0vdAVDpkp2djbt378LIyAgSiUTd4RAREREVCUEQ8PTpU9jZ2UFDI+/5YRbHpODu3buwt7dXdxhERERExeL27duoVKlSnttZHJMCIyMjAK8vHGNjYzVHQ0RERFQ00tLSYG9vL6918sLimBTkLqUwNjZmcUxERETlTkHLRvmBPCIiIiKiHB9VcRwSEgIPDw91h1Egf39/dO3aVf7Yz88P48aNU1s8Re78b8CPrYCltYFtQ4AH19UdERERERGAj2xZRVBQEEaPHq3uMN7b9u3bIZVK1R1G0YgOAyJmvHl8MQm4EQEMjQLMHNQXFxERERE+suLY0NAQhoaGH9SHTCYTVaiK3U8Mc3PzIulH7WQvgCNLlNufPwZiVgHt5pZ8TGXMvWf3sObCGsTci4Gpjil6uPRA12pd1R0WERHRe0tJe4Hlh64jMv4/GOpooaenPQb5OEJDQ723ki2Vyyr8/PwwevRojBs3DmZmZqhQoQLWrFmDZ8+eYdCgQTAyMkK1atWwd+9e+TFZWVkICAhAlSpVoKenB1dXV4SFhSn0++6yiuzsbMyaNQuVKlWCjo4OPDw8sG/fPvn2xMRESCQS/Pbbb/D19YWuri42bNigMmaJRIKVK1fik08+gYGBAWbPni0qpqysLAQGBsLU1BQWFhaYNGkSBEFQysfbyyokEgl+//13hX1MTU0RHh4OAHj58iVGjRoFW1tb6OrqwsHBAXPnloLC80kS8OKJ6m3JF0o0lLLo0YtH+GzPZ9hybQtupd3C+f/OY3r0dKyIXaHu0IiIiN7L0xcy9Fh1HL+eSMK/j5/j6r2n+HrXFXz1xyV1h1Y6i2MAWLduHSwtLXHy5EmMHj0aI0aMQM+ePeHj44OzZ8+iTZs2+Pzzz5GRkQHgdaFbqVIlbN26FVeuXMGMGTMwdepUbNmyJc9zhIWFYfHixVi0aBEuXLiAtm3b4pNPPsH164prYKdMmYKxY8ciLi4Obdu2zbO/kJAQdOvWDRcvXsTgwYNFxbR48WKEh4fj559/xtGjR/Ho0SPs2LHjg3K3fPly7Ny5E1u2bEF8fDw2bNgAR0dHlftmZmYiLS1N4b9iY2QDaOmp3mauOj56Y0v8FtzPuK/Uvu7yOqS9LMZ/NyIioiK2/ewdJD3KUGr/7dRt3H3yXA0RvVFql1XUqVMHX331FQAgODgY8+bNg6WlJYYMGQIAmDFjBlauXIkLFy6gUaNGkEqlCA0NlR9fpUoVHD9+HFu2bEGvXr1UnmPRokWYPHky+vTpAwCYP38+Dh8+jGXLlmHFijezcePGjUP37t0LjLlfv34YNGiQQltBMS1btgzBwcHy/letWoX9+/cXeK78JCUlwdnZGU2aNIFEIoGDQ95reefOnasQY7HSNQbq+wMxKxXbNbWBhsNLJoYy7MrDKyrbn796jpupN1HHqk4JR0RERFQ4l++mqmzPyhZw9V4a7EzzmEwrAaV25tjd3V3+s6amJiwsLFC7dm15W4UKFQAAKSkp8rYVK1agfv36sLKygqGhIVavXo2kpCSV/aelpeHu3bto3LixQnvjxo0RFxen0Obp6SkqZlX75RdTamoqkpOT0bBhQ/n+Wlpaos+XF39/f8TGxsLV1RVjxozBgQMH8tw3ODgYqamp8v9u3779QecuUJtvgGaTAL2cddR29YD+/wNsaud/HKGSkepv89GUaMLWwLaEoyEiIio8BwuDQm0rCaW2OH73w2wSiUShLfcGztnZ2QCAzZs3IygoCAEBAThw4ABiY2MxaNAgvHz58oNjMTAQ94/07n7FFZNEIlFalyyTyeQ/16tXDzdv3sTXX3+N58+fo1evXujRo4fKvnR0dORf+FEiX/yhqQW0mAZM+gf4KgUYehio6lu85ywnerv2hp6KZSntq7SHtb61GiIiIiIqnF6e9jDVV75xQSu3CnCy+rCbJ3yoUlscv6/o6Gj4+Phg5MiRqFu3LqpVq4aEhIQ89zc2NoadnR2io6OV+qlRo0aJxGRiYgJbW1vExMTI2169eoUzZ87k26+VlRWSk5Plj69fvy5fe53L2NgYvXv3xpo1a/Dbb79h27ZtePToUZGMq0hIJICWjrqjKFMcjB2wqtUquFu+flfFQGqA/m79EeITot7AiIiI3pOVkQ42DWmEps6WkEgAA21NDPB2wPK+HuoOrfSuOX5fzs7O+OWXX7B//35UqVIF69evx6lTp1ClSpU8j5k4cSJmzpwJJycneHh4YO3atYiNjc3zjhTFEdPYsWMxb948ODs7o3r16liyZAmePHmSb78tWrTAd999B29vb2RlZWHy5MkKs+pLliyBra0t6tatCw0NDWzduhU2NjYwNTUtknGR+tSrUA8bOm5AhiwD2pra0NIoN09hIiL6yLjZGmN9QEPIsrKhpSEp8GudS0q5+c06bNgwnDt3Dr1794ZEIkHfvn0xcuRIhdu9vWvMmDFITU3FhAkTkJKSgho1amDnzp1wdnYusZgmTJiA5ORkDBw4EBoaGhg8eDC6deuG1FTVC9WB13e4GDRoEJo2bQo7OzuEhYUpzDYbGRlhwYIFuH79OjQ1NdGgQQPs2bMHGhrl5o2Cj56+VF/dIRARERUJqWbpqk8kwruLV8ux4OBgHDlyBEePHlV3KKVWWloaTExMkJqaWvzrj4mIiIhKiNgap3SV6sVEEAQkJCTg4MGDqFmzprrDISIiIqJSqtwsq8hPamoqatSogQYNGmDq1KnqDqdUy30joVi/DISIiIiohOXWNgUtmvgoimNTU1NkZmaqO4wy4enTpwAAe3t7NUdCREREVPSePn0KExOTPLd/VGuOqWDZ2dm4e/cujIyMivVTo2lpabC3t8ft27e5trkQmL/CY+4+DPNXeMzdh2H+Co+5e00QBDx9+hR2dnb53qTgo5g5JvE0NDRQqZLqb2IrDiXyxSPlGPNXeMzdh2H+Co+5+zDMX+Exd8h3xjjXR/GBPCIiIiIiMVgcExERERHlYHFMaqGjo4OZM2dCR4dfIV0YzF/hMXcfhvkrPObuwzB/hcfcvR9+II+IiIiIKAdnjomIiIiIcrA4JiIiIiLKweKYiIiIiCgHi2MiIiIiohwsjumD/f333+jcuTPs7OwgkUjw+++/57t/ZGQkJBKJ0n/37t1T2G/FihVwdHSErq4uGjZsiJMnTxbjKNSnOPI3d+5cNGjQAEZGRrC2tkbXrl0RHx9fzCMpecV17eWaN28eJBIJxo0bV/TBlwLFlb87d+7gs88+g4WFBfT09FC7dm2cPn26GEdS8oojd1lZWZg+fTqqVKkCPT09ODk54euvv0Z5/Nz8++YPADIzMzFt2jQ4ODhAR0cHjo6O+PnnnxX22bp1K6pXrw5dXV3Url0be/bsKaYRqE9x5G7NmjVo2rQpzMzMYGZmhlatWpXb37lisDimD/bs2TPUqVMHK1aseK/j4uPjkZycLP/P2tpavu23335DYGAgZs6cibNnz6JOnTpo27YtUlJSijp8tSuO/EVFReHLL7/EiRMnEBERAZlMhjZt2uDZs2dFHb5aFUfucp06dQo//PAD3N3diyrcUqc48vf48WM0btwYUqkUe/fuxZUrV7B48WKYmZkVdfhqVRy5mz9/PlauXInvvvsOcXFxmD9/PhYsWIBvv/22qMNXu8Lkr1evXjh48CB++uknxMfHY9OmTXB1dZVvP3bsGPr27YuAgACcO3cOXbt2RdeuXXHp0qXiGILaFEfuIiMj0bdvXxw+fBjHjx+Hvb092rRpgzt37hTHEEo/gagIARB27NiR7z6HDx8WAAiPHz/Ocx8vLy/hyy+/lD/OysoS7OzshLlz5xZRpKVTUeXvXSkpKQIAISoq6sMCLMWKMndPnz4VnJ2dhYiICMHX11cYO3ZskcVZWhVV/iZPniw0adKkaIMr5Yoqdx07dhQGDx6s0Na9e3ehf//+RRBl6SUmf3v37hVMTEyEhw8f5rlPr169hI4dOyq0NWzYUBg2bFhRhFkqFVXu3vXq1SvByMhIWLdu3QdGWDZx5pjUxsPDA7a2tmjdujWio6Pl7S9fvsSZM2fQqlUreZuGhgZatWqF48ePqyPUUimv/KmSmpoKADA3Ny+J0Eq9gnL35ZdfomPHjgrXIL2RX/527twJT09P9OzZE9bW1qhbty7WrFmjpkhLn/xy5+Pjg4MHD+LatWsAgPPnz+Po0aNo3769OkItVXKvqwULFqBixYpwcXFBUFAQnj9/Lt/n+PHjSs/Ztm3bfvS/N8Tk7l0ZGRmQyWQf7e8MLXUHQB8fW1tbrFq1Cp6ensjMzMSPP/4IPz8/xMTEoF69enjw4AGysrJQoUIFheMqVKiAq1evqinq0qOg/L0rOzsb48aNQ+PGjVGrVi01RFx6iMnd5s2bcfbsWZw6dUrN0ZY+YvL3zz//YOXKlQgMDMTUqVNx6tQpjBkzBtra2hg4cKCaR6A+YnI3ZcoUpKWloXr16tDU1ERWVhZmz56N/v37qzl69fvnn39w9OhR6OrqYseOHXjw4AFGjhyJhw8fYu3atQCAe/fuqfy9kddnCj4WYnL3rsmTJ8POzu7jnSBQ99Q1lS8Q8RaPKs2aNRM+++wzQRAE4c6dOwIA4dixYwr7TJw4UfDy8iqKMEutosjfu4YPHy44ODgIt2/f/sDoSreiyF1SUpJgbW0tnD9/Xr6dyyry9+61J5VKBW9vb4V9Ro8eLTRq1OhDQyy1iip3mzZtEipVqiRs2rRJuHDhgvDLL78I5ubmQnh4eBFGW/qIyV/r1q0FXV1d4cmTJ/K2bdu2CRKJRMjIyBAE4fW1t3HjRoXjVqxYIVhbWxd5zKVFUeXubXPnzhXMzMwUXgc/NlxWQaWCl5cXbty4AQCwtLSEpqYm7t+/r7DP/fv3YWNjo47wSr238/e2UaNGYdeuXTh8+DAqVaqkhshKv7dzd+bMGaSkpKBevXrQ0tKClpYWoqKisHz5cmhpaSErK0vN0ZY+7157tra2qFGjhsI+bm5uSEpKKunQSr13czdx4kRMmTIFffr0Qe3atfH5559j/PjxmDt3rhqjLB1sbW1RsWJFmJiYyNvc3NwgCAL+/fdfAICNjQ1/b6ggJne5Fi1ahHnz5uHAgQPl+sPIBWFxTKVCbGwsbG1tAQDa2tqoX78+Dh48KN+enZ2NgwcPwtvbW10hlmpv5w8ABEHAqFGjsGPHDhw6dAhVqlRRY3Sl29u5a9myJS5evIjY2Fj5f56enujfvz9iY2Ohqamp5mhLn3evvcaNGyvdNvDatWtwcHAo6dBKvXdzl5GRAQ0NxV/LmpqayM7OLunQSp3GjRvj7t27SE9Pl7ddu3YNGhoa8j/8vb29FX5vAEBERMRH/3tDTO4AYMGCBfj666+xb98+eHp6qiPUUoNrjumDpaenK8x+3Lx5E7GxsTA3N0flypURHByMO3fu4JdffgEALFu2DFWqVEHNmjXx4sUL/Pjjjzh06BAOHDgg7yMwMBADBw6Ep6cnvLy8sGzZMjx79gyDBg0q8fEVt+LI35dffomNGzfijz/+gJGRkXzNnYmJCfT09Ep2gMWoqHNnZGSktC7bwMAAFhYW5XK9dnFce+PHj4ePjw/mzJmDXr164eTJk1i9ejVWr15d4uMrTsWRu86dO2P27NmoXLkyatasiXPnzmHJkiUYPHhwiY+vuL1v/vr164evv/4agwYNQmhoKB48eICJEydi8ODB8te0sWPHwtfXF4sXL0bHjh2xefNmnD59+qO/9sTkbv78+ZgxYwY2btwIR0dH+e8MQ0NDGBoalvwg1U3NyzqoHMi9RdG7/w0cOFAQBEEYOHCg4OvrK99//vz5gpOTk6CrqyuYm5sLfn5+wqFDh5T6/fbbb4XKlSsL2tragpeXl3DixIkSGlHJKo78qeoPgLB27dqSG1gJKK5r723lec1xceXvzz//FGrVqiXo6OgI1atXF1avXl1CIyo5xZG7tLQ0YezYsULlypUFXV1doWrVqsK0adOEzMzMEhxZyXjf/AmCIMTFxQmtWrUS9PT0hEqVKgmBgYFKa2a3bNkiuLi4CNra2kLNmjWF3bt3l9CISk5x5M7BwUFlnzNnziy5gZUiEkEoh1+9Q0RERERUCFxzTERERESUg8UxEREREVEOFsdERERERDlYHBMRERER5WBxTERERESUg8UxEREREVEOFsdERERERDlYHBMRFSNHR0csW7bsg/f5UOHh4TA1/X979x7X4/3/D/zx7vB+d04lnaToQA5Lh0V8p4OsmFEjSirJme/CHD+bZYxo0cwMn33IYaWtia+JWVoNlUOtmkiUTrPIqXTQ+fX7Q10/16d3FNU7et5vt+t2c72u1/U6PLvw7NXrfdWrU/sAgOPHj8PY2BjS0tJYunRpp/f3Ivb29hIfQ1t01deGENI2lBwTQsgrKCoqwuzZs6GrqwuhUAgDAwMEBATg4cOH7W7rypUrmDdvXoeNTVyyPX36dNy8ebPD+mjN/PnzMXXqVBQVFWHjxo2d3h8AJCQkQCAQoLS0lFceHR3dZWMghLw9KDkmhJB2un37NqytrXHr1i0cOXIEOTk52LNnD+Li4mBra4tHjx61qz1NTU0oKCh00mifkZeXR58+fTq1j4qKCpSUlMDZ2Rm6urpQVlbu1P5eRl1dXeJjIIS8eSg5JoSQdlq8eDGEQiF+++032NnZoV+/fhg/fjzOnj2LO3fu4NNPP+XVLy8vh6enJxQVFaGnp4ddu3bxrv/3Sm9paSnmzJkDTU1NqKiowNHRERkZGbx7fvnlF7z77ruQk5ND79694ebmBuDZVoKCggIsW7YMAoEAAoEAAP9H9zdv3oRAIMCNGzd4bYaGhsLIyIg7z8zMxPjx46GkpAQtLS14e3vjwYMHYmOSkJDAJaKOjo4QCARISEjA+vXrMXz4cF7dr7/+GoaGhtz5rFmz4OrqipCQEOjo6EBDQwOLFy9GXV0dV6empgarV6+Gvr4+RCIRjI2NsW/fPuTn58PBwQEAoKamBoFAgFmzZnGxeH5bxePHj+Hj4wM1NTUoKChg/PjxuHXrFne9OUZnzpyBmZkZlJSU4OLiguLiYrFzbmxsRN++fbF7925eeVpaGqSkpFBQUAAA2L59O4YNGwZFRUXo6+tj0aJFqKioENvm8/F43tKlS2Fvb8/rOygoCP3794e8vDzMzc3x888/t9omIaTtKDkmhJB2ePToEc6cOYNFixZBXl6ed01bWxteXl748ccfwRjjyr/66iuYm5sjLS0Na9asQUBAAGJjY1vtw93dHSUlJTh9+jRSU1NhaWmJsWPHcivSMTExcHNzw4QJE5CWloa4uDjY2NgAeLaVoG/fvtiwYQOKi4vFJnampqawtrZGeHg4rzw8PBwzZswA8CxBd3R0hIWFBVJSUvDrr7/i3r17mDZtmtgxjxo1CtnZ2QCAo0ePori4GKNGjXpZODnx8fHIzc1FfHw8Dh48iAMHDuDAgQPcdR8fHxw5cgTffPMNsrKysHfvXigpKUFfXx9Hjx4FAGRnZ6O4uBg7duwQ28esWbOQkpKCEydOIDk5GYwxTJgwgZeEV1VVISQkBIcPH8a5c+dQWFiIFStWiG1PSkoKnp6eiIiI4JWHh4dj9OjRMDAw4Op98803uHbtGg4ePIjff/8dq1atanNsxAkKCsKhQ4ewZ88eXLt2DcuWLcPMmTPxxx9/vFa7hBAAjBBCSJtdvHiRAWDHjh0Te3379u0MALt37x5jjDEDAwPm4uLCqzN9+nQ2fvx47tzAwICFhoYyxhg7f/48U1FRYdXV1bx7jIyM2N69exljjNna2jIvL69Wx/h8e83CwsKYqqoqdx4aGsqMjIy48+zsbAaAZWVlMcYY27hxI3v//fd5bRQVFTEALDs7W2y/jx8/ZgBYfHw8VxYYGMjMzc159UJDQ5mBgQF37uvrywwMDFh9fT1X5u7uzqZPn84bW2xsrNh+4+PjGQD2+PFjXrmdnR0LCAhgjDF28+ZNBoAlJiZy1x88eMDk5eXZTz/9xBh7FiMALCcnh6uza9cupqWlJbZfxhhLS0tjAoGAFRQUMMYYa2hoYHp6emz37t2t3hMVFcU0NDS48//+2vj6+rLJkyfz7gkICGB2dnaMMcaqq6uZgoICS0pK4tXx9/dnnp6erfZLCGkbWjkmhJBXwJ5bGX4ZW1vbFudZWVli62ZkZKCiogIaGhpQUlLijry8POTm5gIA0tPTMXbs2FcfPAAPDw/k5+fj4sWLAJ6tdlpaWmLQoEHcOOLj43ljaL7WPI6ONGTIEEhLS3PnOjo6KCkpAfBsvtLS0rCzs3vl9rOysiAjI4MRI0ZwZRoaGhg4cCDva6GgoMDbWvL8OMQZPnw4zMzMuNXjP/74AyUlJXB3d+fqnD17FmPHjoWenh6UlZXh7e2Nhw8foqqq6pXmkpOTg6qqKowbN4739Tl06FCnfG0I6WlkJD0AQgh5kxgbG0MgECArK4vb5/u8rKwsqKmpQVNT85Xar6iogI6ODhISElpca94z/N/bOV6FtrY2HB0dERERgZEjRyIiIgILFy7kjePDDz/E1q1bW9yro6PT5n6kpKRafCPx/DaGZrKysrxzgUCAxsZGAB0z37YSN46XfSPk5eWFiIgIrFmzBhEREXBxcYGGhgYAID8/HxMnTsTChQuxadMmqKur48KFC/D390dtba3YD2K+LGbN+5VjYmKgp6fHqycSido+WUKIWLRyTAgh7aChoYFx48bhu+++w9OnT3nX7t69i/DwcEyfPp37IBwAbnX2+XMzMzOx7VtaWuLu3buQkZGBsbEx7+jduzcA4J133kFcXFyrYxQKhWhoaHjpXJr3RycnJ+P27dvw8PDgjePatWswNDRsMQ5FRcWXtt1MU1MTd+/e5SV76enpbb4fAIYNG4bGxsZW99MKhUIAeOGczczMUF9fj0uXLnFlDx8+RHZ2NgYPHtyu8fy3GTNmIDMzE6mpqfj555/h5eXFXUtNTUVjYyO2bduGkSNHwtTUFP/8888L29PU1GyxV/z5mA0ePBgikQiFhYUtvjb6+vqvNRdCCCXHhBDSbt9++y1qamrg7OyMc+fOoaioCL/++ivGjRsHPT09bNq0iVc/MTERwcHBuHnzJnbt2oWoqCgEBASIbdvJyQm2trZwdXXFb7/9hvz8fCQlJeHTTz9FSkoKACAwMBBHjhxBYGAgsrKycPXqVd4Kr6GhIc6dO4c7d+60+nYJAPjoo49QXl6OhQsXwsHBAbq6uty1xYsX49GjR/D09MSVK1eQm5uLM2fOwM/Pr02JdzN7e3vcv38fwcHByM3Nxa5du3D69Ok23988H19fX8yePRvHjx9HXl4eEhIS8NNPPwEADAwMIBAIcPLkSdy/f1/smyBMTEwwefJkzJ07FxcuXEBGRgZmzpwJPT09TJ48uV3jETe+UaNGwd/fHw0NDZg0aRJ3zdjYGHV1ddi5cydu376Nw4cPY8+ePS9sz9HRESkpKTh06BBu3bqFwMBAZGZmcteVlZWxYsUKLFu2DAcPHkRubi7+/PNP7Ny5EwcPHnytuRBCKDkmhJB2MzExQUpKCgYMGIBp06bByMgI8+bNg4ODA5KTk6Gurs6r/8knnyAlJQUWFhb48ssvsX37djg7O4ttWyAQ4NSpUxgzZgz8/PxgamoKDw8PFBQUQEtLC8CzhDMqKgonTpzA8OHD4ejoiMuXL3NtbNiwAfn5+TAyMnrh9g5lZWV8+OGHyMjI4K12AoCuri4SExPR0NCA999/H8OGDcPSpUvRq1cvSEm1/b8OMzMzfPfdd9i1axfMzc1x+fLlVt/+8CK7d+/G1KlTsWjRIgwaNAhz585FZWUlAEBPTw9ffPEF1qxZAy0tLSxZskRsG2FhYbCyssLEiRNha2sLxhhOnTrVYivFq/Dy8kJGRgbc3Nx420DMzc2xfft2bN26FUOHDkV4eDiCgoJe2JazszPWrVuHVatW4d1330V5eTl8fHx4dTZu3Ih169YhKCgIZmZmcHFxQUxMDPr37//acyGkpxOw9nyqhBBCSIfT0dHBxo0bMWfOHEkPhRBCejz6QB4hhEhIVVUVEhMTce/ePQwZMkTSwyGEEALaVkEIIRLz73//Gx4eHli6dGmL170RQgiRDNpWQQghhBBCSBNaOSaEEEIIIaQJJceEEEIIIYQ0oeSYEEIIIYSQJpQcE0IIIYQQ0oSSY0IIIYQQQppQckwIIYQQQkgTSo4JIYQQQghpQskxIYQQQgghTSg5JoQQQgghpAklx4QQQgghhDSh5Pg5CQkJEAgEKC0t7RbtEEIIIYSQrvXWJMezZs2CQCCAQCCArKws+vfvj1WrVqG6urpT+7W3t8fSpUt5ZaNGjUJxcTFUVVU7rV9KwAkhhBBCOp6MpAfQkVxcXBAWFoa6ujqkpqbC19cXAoEAW7du7dJxCIVCaGtrd2mfHaWxsRH//PMPlJWVIRAIJD0cQgghhJAOwRhDeXk5dHV1ISX1gvVh9pbw9fVlkydP5pV99NFHzMLCgjtvaGhgmzdvZoaGhkxOTo698847LCoqirseHx/PALDHjx8zxhh78OAB8/DwYLq6ukxeXp4NHTqURURE8PoEwDvy8vJ47ZSVlTE5OTl26tQp3tiio6OZkpISq6ysZIwxVlhYyNzd3ZmqqipTU1NjkyZNYnl5eWLnmpeX16JfX19fxhhj1dXV7H//93+ZpqYmE4lEbPTo0ezy5cttjmNRUVGLtumggw466KCDDjrelqOoqOiFudBbtXL8vMzMTCQlJcHAwIArCwoKwg8//IA9e/bAxMQE586dw8yZM6GpqQk7O7sWbVRXV8PKygqrV6+GiooKYmJi4O3tDSMjI9jY2GDHjh24efMmhg4dig0bNgAANDU1kZ+fz7WhoqKCiRMnIiIiAuPHj+fKw8PD4erqCgUFBdTV1cHZ2Rm2trY4f/48ZGRk8OWXX8LFxQV//fUXhEIhb1z6+vo4evQopkyZguzsbKioqEBeXh4AsGrVKhw9ehQHDx6EgYEBgoOD4ezsjJycHKirq780bsrKygCAoqIiqKiotD3ghBBCCCHd2JMnT6Cvr8/lOq1q85JiN+fr68ukpaWZoqIiE4lEDACTkpJiP//8M2Ps2YqqgoICS0pK4t3n7+/PPD09GWMtV47F+eCDD9gnn3zCndvZ2bGAgABenf9u59ixY7xV4ubV5NOnTzPGGDt8+DAbOHAga2xs5Nqoqalh8vLy7MyZM2LHIW6sFRUVTFZWloWHh3NltbW1TFdXlwUHB7c6p+eVlZUxAKysrKxN9QkhhBBC3gRtzXHeqpVjBwcH7N69G5WVlQgNDYWMjAymTJkCAMjJyUFVVRXGjRvHu6e2thYWFhZi22toaMDmzZvx008/4c6dO6itrUVNTQ0UFBTaNa4JEyZAVlYWJ06cgIeHB44ePQoVFRU4OTkBADIyMpCTk9PiO5nq6mrk5ua2uZ/c3FzU1dVh9OjRXJmsrCxsbGyQlZXVrjF3usZGoKEGkJWX9EgIIYR0Y3WNdbhTfgfq8upQEdJPNEnne6uSY0VFRRgbGwMA9u/fD3Nzc+zbtw/+/v6oqKgAAMTExEBPT493n0gkEtveV199hR07duDrr7/GsGHDoKioiKVLl6K2trZd4xIKhZg6dSoiIiLg4eGBiIgITJ8+HTIyz8JfUVEBKysrhIeHt7hXU1OzXX11ew31QMJm4Mo+oLoU0DEHnNYDRo6SHhkhhJBu5titY9iZthP3n96HrJQsPjT6EGtt1kJORk7SQyNvsbcqOX6elJQU/vWvf2H58uWYMWMGBg8eDJFIhMLCQrH7i8VJTEzE5MmTMXPmTADP3uRw8+ZNDB48mKsjFArR0NDw0ra8vLwwbtw4XLt2Db///ju+/PJL7pqlpSV+/PFH9OnTp837fJv3IT/ft5GREYRCIRITE7m91nV1dbhy5UqL181JzG+fApf2/P/z4gwgYjowJw7QeUdy4yKEENKtXCy+iM+TPufO6xrrEH0rGgIIsH7UeskNjHS4e0+qIScrDVV5WUkPBcBb9J5jcdzd3SEtLY1du3ZBWVkZK1aswLJly3Dw4EHk5ubizz//xM6dO3Hw4EGx95uYmCA2NhZJSUnIysrC/Pnzce/ePV4dQ0NDXLp0Cfn5+Xjw4AEaGxvFtjVmzBhoa2vDy8sL/fv3x4gRI7hrXl5e6N27NyZPnozz588jLy8PCQkJ+Pjjj/H333+Lbc/AwAACgQAnT57E/fv3UVFRAUVFRSxcuBArV67Er7/+iuvXr2Pu3LmoqqqCv7//K0axA1U/AVLFxLqhFri0t+vHQwghpNuKvBEptvyX3F9QWVfZxaMhneFy3iOM33EeIzbHwXJjLBaFp+JxZft+Ot8Z3urkWEZGBkuWLEFwcDAqKyuxceNGrFu3DkFBQTAzM4OLiwtiYmLQv39/sfd/9tlnsLS0hLOzM+zt7aGtrQ1XV1denRUrVkBaWhqDBw+GpqYmCgsLxbYlEAjg6emJjIwMeHl58a4pKCjg3Llz6NevHz766COYmZnB398f1dXVra4k6+np4YsvvsCaNWugpaWFJUuWAAC2bNmCKVOmwNvbG5aWlsjJycGZM2egpqbWzuh1gvK7QP1T8dce53fpUAghhHRv96vuiy2vbaxFWU1ZF4+GdLQ7pU8xK+wysoqfAAAaGhlOXb2LheGpEh4ZIGCMMUkPgkhOTU0NampquPPm15yUlZV1/Kvc6qqB7YOAp49bXhu5GHDZ3LH9EUIIeWNtS9mGA9cOtCjXU9LDqY9OQUrwVq/vvfVCY29iR9wtsddOB7wHM52O//DlkydPoKqq+tIch56sHi4oKAiqqqrcoa+v33mdycoB761oWS6vDoxc0Hn9EkIIeeP4DPaBloIWr0xKIIWllkspMX4LFJe18pPkl1zrCrRy3MN16cpxs6s/A1f+A5QXA/1GAWNWABpGndMXIYSQN9aDpw/ww/UfkH4/HVoKWvAc5InhfYZLelikA0ReLsSa6KstyoXSUkhc4whNZfFvEnsdbV05puSY8LT1wSGEEEIIeVXVdQ1w+y6J23PcbKG9EVa7DOqUPtua47y1r3IjhBBCCCHdk5ysNH6cPxL7L+QhPvs+lEUycLfui8nD9V5+cydr16Yde3v77vO+3A4kEAhw/PhxSQ+jhQMHDqBXr16SHgYhhBBCSIdTkZPFUidT/N/i0fhhzohukRgDb9kH8rprktuVoqOj8f7770NDQwMCgQDp6emSHhIhhBBCyBujS5Njxhjq6+u7sssep7KyEv/zP/+DrVu3SnoohBBCCCFvnNdKjg8fPgxra2soKytDW1sbM2bMQElJCXc9ISEBAoEAp0+fhpWVFUQiES5cuIDy8nJ4eXlBUVEROjo6CA0NbbFlo6amBitWrICenh4UFRUxYsQIJCQktDoWQ0NDAICbmxsEAgF3DgC7d+/mfrXywIEDcfjw4RfOKzAwEDo6Ovjrr78AAKtXr4apqSkUFBQwYMAArFu3DnV1dVz99evXY/jw4di/fz/69esHJSUlLFq0CA0NDQgODoa2tjb69OmDTZs28frZvn07hg0bBkVFRejr62PRokWoqKhodVz379+HtbU13NzceG+YeJ63tzc+//xzODk5vXCOhBBCCCGkpdf6QF5dXR02btyIgQMHoqSkBMuXL8esWbNw6tQpXr01a9YgJCQEAwYMgJqaGpYvX47ExEScOHECWlpa+Pzzz/Hnn39i+PDh3D1LlizB9evXERkZCV1dXRw7dgwuLi64evUqTExMWozlypUr6NOnD8LCwuDi4gJpaWkAwLFjxxAQEICvv/4aTk5OOHnyJPz8/NC3b184ODjw2mCM4eOPP8bJkydx/vx5GBsbAwCUlZVx4MAB6Orq4urVq5g7dy6UlZWxatUq7t7c3FycPn0av/76K3JzczF16lTcvn0bpqam+OOPP5CUlITZs2fDycmJ+9XRUlJS+Oabb9C/f3/cvn0bixYtwqpVq/Ddd9+1mF9RURHGjRuHkSNHYt++fdz8Olrzy0uePHnykpqEEEIIIW+O5tzmpS9qY+1gZ2fHAgICWr1+5coVBoCVl5czxhiLj49nANjx48e5Ok+ePGGysrIsKiqKKystLWUKCgpc2wUFBUxaWprduXOH1/7YsWPZ2rVrW+0fADt27BivbNSoUWzu3Lm8Mnd3dzZhwgTefVFRUWzGjBnMzMyM/f333632wRhjX331FbOysuLOAwMDmYKCAnvy5AlX5uzszAwNDVlDQwNXNnDgQBYUFNRqu1FRUUxDQ4M7DwsLY6qqquzGjRtMX1+fffzxx6yxsfGFY2uWl5fHALC0tLQ21W9WVFTEANBBBx100EEHHXS8lUdRUdELc6HXWjlOTU3F+vXrkZGRgcePH6OxsREAUFhYiMGDB3P1rK2tuT/fvn0bdXV1sLGx4cpUVVUxcOBA7vzq1atoaGiAqakpr7+amhpoaGi0a4xZWVmYN28er2z06NHYsWMHr2zZsmUQiUS4ePEievfuzbv2448/4ptvvkFubi4qKipQX1/f4v14hoaGUFZW5s61tLQgLS0NKSkpXtnz207Onj2LoKAg3LhxA0+ePEF9fT2qq6tRVVUFBQUFAMDTp0/x3nvvYcaMGfj666/bNfdXoauri6KiIigrK0MgEHR4+82/ZKSoqIjeo9yFKO6SQXGXDIq7ZFDcJYdi3zaMMZSXl0NXV/eF9V45Oa6srISzszOcnZ0RHh4OTU1NFBYWwtnZGbW1tby6ioqK7Wq7oqIC0tLSSE1NbbF9QElJ6VWH/ELjxo3DkSNHcObMGXh5eXHlycnJ8PLywhdffAFnZ2eoqqoiMjIS27Zt490vKyvLOxcIBGLLmr+ByM/Px8SJE7Fw4UJs2rQJ6urquHDhAvz9/VFbW8slxyKRiNsOsnLlSujpde5rTqSkpNC3b99O7QMAVFRU6C+wBFDcJYPiLhkUd8mguEsOxf7lVFVVX1rnlT+Qd+PGDTx8+BBbtmzBe++9h0GDBvFWRVszYMAAyMrK4sqVK1xZWVkZbt68yZ1bWFigoaEBJSUlMDY25h3a2tqtti0rK4uGhgZemZmZGRITE3lliYmJvJVtAJg0aRIiIiIwZ84cREZGcuVJSUkwMDDAp59+Cmtra5iYmKCgoOCl83yZ1NRUNDY2Ytu2bRg5ciRMTU3xzz//tKgnJSWFw4cPw8rKCg4ODmLrEEIIIYSQjvHKK8f9+vWDUCjEzp07sWDBAmRmZmLjxo0vvU9ZWRm+vr5YuXIl1NXV0adPHwQGBkJKSor7Mb6pqSm8vLzg4+ODbdu2wcLCAvfv30dcXBzeeecdfPDBB2LbNjQ0RFxcHEaPHg2RSAQ1NTWsXLkS06ZNg4WFBZycnPDLL78gOjoaZ8+ebXG/m5sbDh8+DG9vb8jIyGDq1KkwMTFBYWEhIiMj8e677yImJgbHjh171bBxjI2NUVdXh507d+LDDz9EYmIi9uzZI7autLQ0wsPD4enpCUdHRyQkJLT6TcKjR49QWFjIJdHZ2dkAAG1t7Rd+Y0EIIYQQQl5j5VhTUxMHDhxAVFQUBg8ejC1btiAkJKRN927fvh22traYOHEinJycMHr0aJiZmUFOTo6rExYWBh8fH3zyyScYOHAgXF1dceXKFfTr16/Vdrdt24bY2Fjo6+vDwsICAODq6oodO3YgJCQEQ4YMwd69exEWFgZ7e3uxbUydOhUHDx6Et7c3oqOjMWnSJCxbtgxLlizB8OHDkZSUhHXr1rU9UK0wNzfH9u3bsXXrVgwdOhTh4eEICgpqtb6MjAyOHDmCIUOGwNHRsdVV+hMnTsDCwoL7BsLDwwMWFhatJt5dTSQSITAwECKRSNJD6VEo7pJBcZcMirtkUNwlh2LfsQSMvex9Fp2vsrISenp62LZtG/z9/SU9HEIIIYQQ0kO91tsqXlVaWhpu3LgBGxsblJWVYcOGDQCAyZMnS2I4hBBCCCGEAJBQcgwAISEhyM7OhlAohJWVFc6fP9/iFWqEEEIIIYR0pW6xrYIQQgghhJDu4JU/kEcIIYQQQsjbhpJj0i67du2CoaEh5OTkMGLECFy+fPmF9aOiojBo0CDIyclh2LBhOHXqFO96dHQ03n//fWhoaEAgECA9Pb1FG9XV1Vi8eDE0NDSgpKSEKVOm4N69ex05rW5PEnG3t7eHQCDgHQsWLOjIaXV7HRn3uro6rF69GsOGDYOioiJ0dXXh4+PT4t3ljx49gpeXF1RUVNCrVy/4+/ujoqKiU+bXnUki9oaGhi2e+S1btnTK/Lqrjv63Zv369Rg0aBAUFRWhpqYGJycnXLp0iVeHnnnJxJ2e9xd44S+XJuQ5kZGRTCgUsv3797Nr166xuXPnsl69erF79+6JrZ+YmMikpaVZcHAwu379Ovvss8+YrKwsu3r1Klfn0KFD7IsvvmDff/89A8DS0tJatLNgwQKmr6/P4uLiWEpKChs5ciQbNWpUZ02z25FU3O3s7NjcuXNZcXExd5SVlXXWNLudjo57aWkpc3JyYj/++CO7ceMGS05OZjY2NszKyorXjouLCzM3N2cXL15k58+fZ8bGxszT07PT59udSCr2BgYGbMOGDbxnvqKiotPn2110xr814eHhLDY2luXm5rLMzEzm7+/PVFRUWElJCVenpz/zkop7T3/eX4SSY9JmNjY2bPHixdx5Q0MD09XVZUFBQWLrT5s2jX3wwQe8shEjRrD58+e3qJuXlyc2SSstLWWysrIsKiqKK8vKymIAWHJy8mvM5s0hibgz9iw5DggIeK2xv8k6M+7NLl++zACwgoICxhhj169fZwDYlStXuDqnT59mAoGA3blz53Wm80aRROwZe5YshIaGvt7g32BdEfeysjIGgJ09e5YxRs88Y5KJO2P0vL8IbasgbVJbW4vU1FQ4OTlxZVJSUnByckJycrLYe5KTk3n1AcDZ2bnV+uKkpqairq6O186gQYPQr1+/drXzppJU3JuFh4ejd+/eGDp0KNauXYuqqqp2t/Em6qq4l5WVQSAQoFevXlwbvXr1grW1NVfHyckJUlJSLX4k+raSVOybbdmyBRoaGrCwsMBXX32F+vr6V5/MG6Qr4l5bW4t///vfUFVVhbm5OddGT37mJRX3Zj31eX8Zib3KjbxZHjx4gIaGBmhpafHKtbS0cOPGDbH33L17V2z9u3fvtrnfu3fvQigUtvgPrL3tvKkkFXcAmDFjBgwMDKCrq4u//voLq1evRnZ2NqKjo9s3iTdQV8S9uroaq1evhqenJ1RUVLg2+vTpw6snIyMDdXX1HvG8A5KLPQB8/PHHsLS0hLq6OpKSkrB27VoUFxdj+/btrzmr7q8z437y5El4eHigqqoKOjo6iI2N5V7d2tOfeUnFHejZz/vLUHJMCBFr3rx53J+HDRsGHR0djB07Frm5uTAyMpLgyN58dXV1mDZtGhhj2L17t6SH06O8KPbLly/n/vzOO+9AKBRi/vz5CAoKol/L+xocHByQnp6OBw8e4Pvvv8e0adNw6dKlFkkx6Vgvizs9762jbRWkTXr37g1paekWb4m4d+8etLW1xd6jra3drvqttVFbW4vS0tLXaudNJam4izNixAgAQE5Ozmu18ybozLg3J2cFBQWIjY3lrVxqa2ujpKSEV7++vh6PHj3qEc87ILnYizNixAjU19cjPz+//RN5w3Rm3BUVFWFsbIyRI0di3759kJGRwb59+7g2evIzL6m4i9OTnveXoeSYtEnzbzKMi4vjyhobGxEXFwdbW1ux99ja2vLqA0BsbGyr9cWxsrKCrKwsr53s7GwUFha2q503laTiLk7z6950dHReq503QWfFvTk5u3XrFs6ePQsNDY0WbZSWliI1NZUr+/3339HY2Mh9c/K2k1TsxUlPT4eUlFSPWOHsyn9rGhsbUVNTw7XRk595ScVdnJ70vL+UpD8RSN4ckZGRTCQSsQMHDrDr16+zefPmsV69erG7d+8yxhjz9vZma9as4eonJiYyGRkZFhISwrKyslhgYGCL1808fPiQpaWlsZiYGAaARUZGsrS0NFZcXMzVWbBgAevXrx/7/fffWUpKCrO1tWW2trZdN3EJk0Tcc3Jy2IYNG1hKSgrLy8tj//d//8cGDBjAxowZ07WTl6COjnttbS2bNGkS69u3L0tPT+e9PqmmpoZrx8XFhVlYWLBLly6xCxcuMBMTkx71WivGJBP7pKQkFhoaytLT01lubi774YcfmKamJvPx8en6AEhIR8e9oqKCrV27liUnJ7P8/HyWkpLC/Pz8mEgkYpmZmVw7Pf2Zl0Tc6Xl/MUqOSbvs3LmT9evXjwmFQmZjY8MuXrzIXbOzs2O+vr68+j/99BMzNTVlQqGQDRkyhMXExPCuh4WFMQAtjsDAQK7O06dP2aJFi5iamhpTUFBgbm5uvOS5J+jquBcWFrIxY8YwdXV1JhKJmLGxMVu5cmWPes8xYx0b9+bX5ok74uPjuXoPHz5knp6eTElJiamoqDA/Pz9WXl7e2VPtdro69qmpqWzEiBFMVVWVycnJMTMzM7Z582ZWXV3dFdPtNjoy7k+fPmVubm5MV1eXCYVCpqOjwyZNmsQuX77Ma4Oe+a6POz3vLyZgjLGuW6cmhBBCCCGk+6I9x4QQQgghhDSh5JgQQgghhJAmlBwTQgghhBDShJJjQgghhBBCmlByTAghhBBCSBNKjgkhhBBCCGlCyTEhhBBCCCFNKDkmhBBCCCGkCSXHhBBCCCGENKHkmBBCeqhZs2ZBIBBAIBBAVlYW/fv3x6pVq1BdXc2r11zn4sWLvPKamhpoaGhAIBAgISGBK//jjz/g6OgIdXV1KCgowMTEBL6+vqitre2KaRFCyGuh5JgQQnowFxcXFBcX4/bt2wgNDcXevXsRGBjYop6+vj7CwsJ4ZceOHYOSkhKv7Pr163BxcYG1tTXOnTuHq1evYufOnRAKhWhoaOiwcbeWaNfV1b1Se696HyHk7UPJMSGE9GAikQja2trQ19eHq6srnJycEBsb26Ker68vIiMj8fTpU65s//798PX15dX77bffoK2tjeDgYAwdOhRGRkZwcXHB999/D3l5+VbHUVpaijlz5kBTUxMqKipwdHRERkYGd339+vUYPnw4/vOf/6B///6Qk5MD8GxVe/fu3Zg0aRIUFRWxadMmAMDu3bthZGQEoVCIgQMH4vDhw7z+WruPEEI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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "runs_metadata = [\n", - " RunMetadata(data_dir / \"large_tokamak_1_MFILE.DAT\", \"large tokamak 1\"),\n", - " RunMetadata(data_dir / \"large_tokamak_2_MFILE.DAT\", \"large tokamak 2\"),\n", - " RunMetadata(data_dir / \"large_tokamak_3_MFILE.DAT\", \"large tokamak 3\"),\n", - " RunMetadata(data_dir / \"large_tokamak_4_MFILE.DAT\", \"large tokamak 4\"),\n", - "]\n", - "\n", - "fig5, df5 = plot_mfile_solutions(\n", - " runs_metadata,\n", - " \"3 large tokamak solutions with RMS errors normalised to large tokamak 1\",\n", - " normalising_tag=\"large tokamak 1\",\n", - " rmse=True,\n", - ")\n", - "df5" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Solutions normalised by range\n", - "\n", - "Use `nitvar` values instead; the solution optimisation parameters are normalised to the range of their upper and lower bounds." - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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tagobjf_namenorm_objfitvar001_namenitvar001itvar002_namenitvar002itvar003_namenitvar003itvar004_name...itvar041_namenitvar041itvar042_namenitvar042itvar043_namenitvar043itvar044_namenitvar044itvar045_namenitvar045
0large tokamak 1major radius1.60beta0.032681dene0.071381fwalld0.50709ffuspow...cpttf0.99182ralpne0.67908oh_steel_frac0.5455fimp(13)0.057148dr_tf_wp0.0651
1large tokamak 2major radius1.63beta0.042681dene0.071381fwalld0.70709ffuspow...cpttf0.99182ralpne0.67908oh_steel_frac0.5455fimp(13)0.057148dr_tf_wp0.0651
2large tokamak 3major radius1.50beta0.022681dene0.071381fwalld0.50709ffuspow...cpttf0.99182ralpne0.67908oh_steel_frac0.5455fimp(13)0.057148dr_tf_wp0.0651
3large tokamak 4major radius1.52beta0.032681dene0.071381fwalld0.40709ffuspow...cpttf0.99182ralpne0.67908oh_steel_frac0.5455fimp(13)0.057148dr_tf_wp0.0651
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4 rows × 93 columns

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" - ], - "text/plain": [ - " tag objf_name norm_objf itvar001_name nitvar001 \\\n", - "0 large tokamak 1 major radius 1.60 beta 0.032681 \n", - "1 large tokamak 2 major radius 1.63 beta 0.042681 \n", - "2 large tokamak 3 major radius 1.50 beta 0.022681 \n", - "3 large tokamak 4 major radius 1.52 beta 0.032681 \n", - "\n", - " itvar002_name nitvar002 itvar003_name nitvar003 itvar004_name ... \\\n", - "0 dene 0.071381 fwalld 0.50709 ffuspow ... \n", - "1 dene 0.071381 fwalld 0.70709 ffuspow ... \n", - "2 dene 0.071381 fwalld 0.50709 ffuspow ... \n", - "3 dene 0.071381 fwalld 0.40709 ffuspow ... \n", - "\n", - " itvar041_name nitvar041 itvar042_name nitvar042 itvar043_name nitvar043 \\\n", - "0 cpttf 0.99182 ralpne 0.67908 oh_steel_frac 0.5455 \n", - "1 cpttf 0.99182 ralpne 0.67908 oh_steel_frac 0.5455 \n", - "2 cpttf 0.99182 ralpne 0.67908 oh_steel_frac 0.5455 \n", - "3 cpttf 0.99182 ralpne 0.67908 oh_steel_frac 0.5455 \n", - "\n", - " itvar044_name nitvar044 itvar045_name nitvar045 \n", - "0 fimp(13) 0.057148 dr_tf_wp 0.0651 \n", - "1 fimp(13) 0.057148 dr_tf_wp 0.0651 \n", - "2 fimp(13) 0.057148 dr_tf_wp 0.0651 \n", - "3 fimp(13) 0.057148 dr_tf_wp 0.0651 \n", - "\n", - "[4 rows x 93 columns]" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "runs_metadata = [\n", - " RunMetadata(data_dir / \"large_tokamak_1_MFILE.DAT\", \"large tokamak 1\"),\n", - " RunMetadata(data_dir / \"large_tokamak_2_MFILE.DAT\", \"large tokamak 2\"),\n", - " RunMetadata(data_dir / \"large_tokamak_3_MFILE.DAT\", \"large tokamak 3\"),\n", - " RunMetadata(data_dir / \"large_tokamak_4_MFILE.DAT\", \"large tokamak 4\"),\n", - "]\n", - "\n", - "fig6, df6 = plot_mfile_solutions(\n", - " runs_metadata,\n", - " \"4 large tokamak solutions normalised to the range of the optimisation parameters\",\n", - " normalisation_type=\"range\",\n", - ")\n", - "df6" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Actual values" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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tagobjf_namenorm_objfitvar001_nameitvar001itvar002_nameitvar002itvar003_nameitvar003itvar004_name...itvar041_nameitvar041itvar042_nameitvar042itvar043_nameitvar043itvar044_nameitvar044itvar045_nameitvar045
0large tokamak 1major radius1.60beta0.033648dene8.066700e+19fwalld0.50758ffuspow...cpttf89795.0ralpne0.083954oh_steel_frac0.51868fimp(13)0.000571dr_tf_wp0.50416
1large tokamak 2major radius1.63beta0.034648dene8.056700e+19fwalld0.50258ffuspow...cpttf89795.0ralpne0.083954oh_steel_frac0.51868fimp(13)0.000571dr_tf_wp0.50416
2large tokamak 3major radius1.50beta0.033648dene8.066700e+19fwalld0.50758ffuspow...cpttf88795.0ralpne0.081954oh_steel_frac0.52868fimp(13)0.000531dr_tf_wp0.57416
3large tokamak 4major radius1.52beta0.037648dene8.366700e+19fwalld0.55758ffuspow...cpttf89795.0ralpne0.083954oh_steel_frac0.51868fimp(13)0.000571dr_tf_wp0.50416
\n", - "

4 rows × 93 columns

\n", - "
" - ], - "text/plain": [ - " tag objf_name norm_objf itvar001_name itvar001 \\\n", - "0 large tokamak 1 major radius 1.60 beta 0.033648 \n", - "1 large tokamak 2 major radius 1.63 beta 0.034648 \n", - "2 large tokamak 3 major radius 1.50 beta 0.033648 \n", - "3 large tokamak 4 major radius 1.52 beta 0.037648 \n", - "\n", - " itvar002_name itvar002 itvar003_name itvar003 itvar004_name ... \\\n", - "0 dene 8.066700e+19 fwalld 0.50758 ffuspow ... \n", - "1 dene 8.056700e+19 fwalld 0.50258 ffuspow ... \n", - "2 dene 8.066700e+19 fwalld 0.50758 ffuspow ... \n", - "3 dene 8.366700e+19 fwalld 0.55758 ffuspow ... \n", - "\n", - " itvar041_name itvar041 itvar042_name itvar042 itvar043_name itvar043 \\\n", - "0 cpttf 89795.0 ralpne 0.083954 oh_steel_frac 0.51868 \n", - "1 cpttf 89795.0 ralpne 0.083954 oh_steel_frac 0.51868 \n", - "2 cpttf 88795.0 ralpne 0.081954 oh_steel_frac 0.52868 \n", - "3 cpttf 89795.0 ralpne 0.083954 oh_steel_frac 0.51868 \n", - "\n", - " itvar044_name itvar044 itvar045_name itvar045 \n", - "0 fimp(13) 0.000571 dr_tf_wp 0.50416 \n", - "1 fimp(13) 0.000571 dr_tf_wp 0.50416 \n", - "2 fimp(13) 0.000531 dr_tf_wp 0.57416 \n", - "3 fimp(13) 0.000571 dr_tf_wp 0.50416 \n", - "\n", - "[4 rows x 93 columns]" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "runs_metadata = [\n", - " RunMetadata(data_dir / \"large_tokamak_1_MFILE.DAT\", \"large tokamak 1\"),\n", - " RunMetadata(data_dir / \"large_tokamak_2_MFILE.DAT\", \"large tokamak 2\"),\n", - " RunMetadata(data_dir / \"large_tokamak_3_MFILE.DAT\", \"large tokamak 3\"),\n", - " RunMetadata(data_dir / \"large_tokamak_4_MFILE.DAT\", \"large tokamak 4\"),\n", - "]\n", - "\n", - "fig7, df7 = plot_mfile_solutions(\n", - " runs_metadata,\n", - " \"4 large tokamak solutions normalised to the range of the optimisation parameters\",\n", - " normalisation_type=None,\n", - ")\n", - "df7" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "env", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.11.10" - }, - "orig_nbformat": 4 - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/issue-3354/integral_script.py b/issue-3354/integral_script.py deleted file mode 100644 index 259e3edcd5..0000000000 --- a/issue-3354/integral_script.py +++ /dev/null @@ -1,81 +0,0 @@ -# here a quick dirty python implementation of the integral in appendix A -import numpy as np - - -def lambda_by_another_name(tau, omega): - """ - words - """ - p = 1.0 - omega**2.0 - - if (p < 0): - integral = (1.0 / np.sqrt(np.abs(p)))*np.arcsin((1.0+omega*tau)/(tau+omega)) - #elif(p==0): # add and almost for # but how does htisfnkjve vkeqf vf # i dont this can be - # integral = - else: - integral = (1.0 / np.sqrt(np.abs(p)))*np.log((2.0*(1.0+tau*omega-np.sqrt(p*(1-tau**2.0))))/(tau+omega)) - - return integral - - - -# input to the function -Ro = 13.09 #14.016 # outer radius of the toroidal structure -Ri = 4.45 #3.911 # inner radius of the toroidal structure -Rm = 7.88 # peak R posiiton of the toroidal structre -H = 7.90 #8.089 #Max height of toroidal structure - -#question is how do i select theta1? - - -theta1 = np.pi * (1.0/180.0) -theta2 = np.pi / 2.0 + theta1 -a = (Ro - Ri) / 2.0 -Rbar = (Ro + Ri) /2.0 -A = Rbar / a -delta = (Rbar - Rm ) /a -kappa = H / a -iota = (1.0 + delta) / kappa - -denom = np.cos(theta1) + np.sin(theta1) - 1.0 - -R1 = H*((np.cos(theta1) + iota*(np.sin(theta1) - 1.0)) / denom) -R2 = H*((np.cos(theta1) - 1.0 + iota* np.sin(theta1)) / denom) -R3 = H * (1 - delta) / kappa - -Rc1 = (H / kappa) * (A + 1.0) - R1 -Rc2 = Rc1 + (R1 - R2) * np.cos(theta1) -Rc3 = Rc2 -Zc1 = 0.0 -Zc2 = (R1 - R2) * np.sin(theta1) -Zc3 = Zc2 + R2 - R3 -# i assume index 4,5,6 are reflexed around z = 0 wee need to add these now -Rc4 = Rc1 -Rc5 = Rc2 -Rc6 = Rc3 -Zc4 = -Zc1 -Zc5 = -Zc2 -Zc6 = -Zc3 - -#tau = np.array([[np.cos(theta1),np.cos(theta1+theta2),-1.0,np.cos(theta1),np.cos(theta1+theta2),-1.0],[1.0,np.cos(theta1),np.cos(theta1+theta2),1.0,np.cos(theta1),np.cos(theta1+theta2)]]) # this does habe k up to 6 indices -tau = np.array([[np.cos(theta1),np.cos(theta1+theta2),-1.0],[1.0,np.cos(theta1),np.cos(theta1+theta2)]]) # this does habe k up to 6 indices - -#omega = np.array([Rc1/R1,Rc2/R2,Rc3/R3,Rc4/R1,Rc5/R2,Rc6/R3]) -omega = np.array([Rc1/R1,Rc2/R2,Rc3/R3]) - -print(tau.shape) -chi1 = (Zc3 + np.abs(-Zc3)) / Ri -chi2 = 0.0 -print(chi1) -for k in range(len(omega)): - chi2 = chi2 + np.abs(lambda_by_another_name(tau[1,k],omega[k])-lambda_by_another_name(tau[0,k],omega[k])) - print("chi2 =", chi2) - print("lambda_1,",k," =", lambda_by_another_name(tau[1,k],omega[k])) - print("lambda_0,",k," =", lambda_by_another_name(tau[0,k],omega[k])) - -print(chi1+chi2) -phi = (chi1 + 2.0 * chi2) / (2.0 * np.pi) - -print(phi) - - diff --git a/issue-3354/plot_solutions.ipynb b/issue-3354/plot_solutions.ipynb deleted file mode 100644 index ccbd1aed79..0000000000 --- a/issue-3354/plot_solutions.ipynb +++ /dev/null @@ -1,1271 +0,0 @@ -{ - "cells": [ - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# `plot_solutions` Solution Comparison Tool\n", - "\n", - "This tool plots the solution vectors (i.e. final values of optimisation parameters) for different runs of PROCESS. This allows visual comparisons of different solution points.\n", - "\n", - "It can use different intra-solution optimisation parameter normalisations (e.g. initial value, parameter range) and inter-solution normalisations (e.g. normalise to a certain solution).\n", - "\n", - "### Known Limitations\n", - "\n", - "- The solution vectors (optimisation parameter values at the solution) currently plotted are normalised to the initial point (from the `IN.DAT`) of each solution: each element of the vector is the $x_{final}/x_{initial}$, the `xcmxxx` values in the `MFILE.DAT`. This allows all optimisation parameters to be plotted on the same axis, showing the relative changes from their initial values across multiple solutions.\n", - "- Solutions being plotted together must also have the same optimisation parameters.\n", - "- The solutions plotted in this example are fictitious." - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "# Reload Process each time (keep editable install up-to-date)\n", - "%load_ext autoreload\n", - "%autoreload 2\n", - "\n", - "from pathlib import Path\n", - "\n", - "from process.io.plot_solutions import RunMetadata, plot_mfile_solutions" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Plot single solution\n", - "\n", - "Plot a single solution, showing optimisation parameters normalised to their initial values." - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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" - ], - "text/plain": [ - " tag minmax norm_objf itvar001_name xcm001 \\\n", - "0 old baseline solution -14.0 -0.37947 bt 1.0355 \n", - "\n", - " itvar002_name xcm002 itvar003_name xcm003 itvar004_name ... \\\n", - "0 rmajor 1.0 te 1.054 beta ... \n", - "\n", - " itvar038_name xcm038 itvar039_name xcm039 itvar040_name xcm040 \\\n", - "0 oh_steel_frac 1.2337 foh_stress 1.1482 fimp(13) 1.0682 \n", - "\n", - " itvar041_name xcm041 itvar042_name xcm042 \n", - "0 fne0 0.99397 fncycle 1.0 \n", - "\n", - "[1 rows x 87 columns]" - ] - }, - "execution_count": 2, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "data_dir = Path(\"/home/apearce/process/process_cs/issue-3354\")\n", - "runs_metadata = [\n", - " RunMetadata(data_dir / \"old_baseline_solution/older/A_28_R_86_350MW_MFILE.DAT\", \"old baseline solution\"),\n", - "]\n", - "\n", - "# Figure and dataframe returned for optional further modification\n", - "fig1, df1 = plot_mfile_solutions(\n", - " runs_metadata=runs_metadata,\n", - " plot_title=\"Old DEMO Baseline Solution\",\n", - ")\n", - "df1" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Plot two solutions\n", - "\n", - "Plot two MFILEs together, showing normalised values of the optimisation parameters at the solution points, as well as the objective function values." - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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tagminmaxnorm_objfitvar001_namexcm001itvar002_namexcm002itvar003_namexcm003itvar004_name...xcm038itvar039_namexcm039itvar040_namexcm040itvar041_namexcm041itvar042_namexcm042objf_name
0old baseline solution-14.0-0.379470bt1.035500rmajor1.0te1.054000beta...1.233700foh_stress1.148200fimp(13)1.068200fne00.99397fncycle1.0NaN
1Middle baseline solution-14.0-0.379593bt1.040395rmajor1.0te1.060938beta...1.253366fimp(13)1.106365fne00.993967fncycle1.00000NaNNaNpulse length
2New baseline solution-14.0-0.310597bt1.060171rmajor1.0te1.093963beta...1.179461fimp(13)1.176066fne00.993967fncycle1.00000NaNNaNpulse length
\n", - "

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" - ], - "text/plain": [ - " tag minmax norm_objf itvar001_name xcm001 \\\n", - "0 old baseline solution -14.0 -0.379470 bt 1.035500 \n", - "1 Middle baseline solution -14.0 -0.379593 bt 1.040395 \n", - "2 New baseline solution -14.0 -0.310597 bt 1.060171 \n", - "\n", - " itvar002_name xcm002 itvar003_name xcm003 itvar004_name ... xcm038 \\\n", - "0 rmajor 1.0 te 1.054000 beta ... 1.233700 \n", - "1 rmajor 1.0 te 1.060938 beta ... 1.253366 \n", - "2 rmajor 1.0 te 1.093963 beta ... 1.179461 \n", - "\n", - " itvar039_name xcm039 itvar040_name xcm040 itvar041_name xcm041 \\\n", - "0 foh_stress 1.148200 fimp(13) 1.068200 fne0 0.99397 \n", - "1 fimp(13) 1.106365 fne0 0.993967 fncycle 1.00000 \n", - "2 fimp(13) 1.176066 fne0 0.993967 fncycle 1.00000 \n", - "\n", - " itvar042_name xcm042 objf_name \n", - "0 fncycle 1.0 NaN \n", - "1 NaN NaN pulse length \n", - "2 NaN NaN pulse length \n", - "\n", - "[3 rows x 88 columns]" - ] - }, - "execution_count": 3, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "runs_metadata = [\n", - " RunMetadata(data_dir / \"old_baseline_solution/older/A_28_R_86_350MW_MFILE.DAT\", \"old baseline solution\"),\n", - " RunMetadata(data_dir / \"VV_model_without_new_changes/A_28_R_86_350MW_MFILE_NEW.DAT\", \"Middle baseline solution\"),\n", - " RunMetadata(data_dir / \"A_28_R_86_350MW_MFILE.DAT\", \"New baseline solution\"),\n", - "]\n", - "\n", - "fig2, df2 = plot_mfile_solutions(\n", - " runs_metadata=runs_metadata,\n", - " plot_title=\"compare old and new baseline solutions\",\n", - ")\n", - "df2" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Plot one solution normalised to another\n", - "\n", - "Normalised differences, relative to the a given solution, can also be plotted:" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "ename": "ValueError", - "evalue": "Unable to coerce to DataFrame, shape must be (2, 41): given (0, 41)", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mValueError\u001b[0m Traceback (most recent call last)", - "\u001b[0;32m/tmp/ipykernel_15918/2339219012.py\u001b[0m in \u001b[0;36m?\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m fig3, df3 = plot_mfile_solutions(\n\u001b[0m\u001b[1;32m 2\u001b[0m \u001b[0mruns_metadata\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mruns_metadata\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 3\u001b[0m \u001b[0mplot_title\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m\"Large tokamak 2 solution, relative to large tokamak 1\"\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 4\u001b[0m \u001b[0mnormalising_tag\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m\"large tokamak 1\"\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m~/process/process_cs/process/io/plot_solutions.py\u001b[0m in \u001b[0;36m?\u001b[0;34m(runs_metadata, plot_title, normalising_tag, rmse, normalisation_type)\u001b[0m\n\u001b[1;32m 92\u001b[0m )\n\u001b[1;32m 93\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 94\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mnormalising_tag\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 95\u001b[0m \u001b[0;31m# Calculate the normalised diffs relative to the tagged solution\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 96\u001b[0;31m plot_results_df = _normalise_diffs(\n\u001b[0m\u001b[1;32m 97\u001b[0m \u001b[0mfiltered_results_df\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 98\u001b[0m \u001b[0mopt_param_value_pattern\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mopt_param_value_pattern\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 99\u001b[0m \u001b[0mnormalising_tag\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mnormalising_tag\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m~/process/process_cs/process/io/plot_solutions.py\u001b[0m in \u001b[0;36m?\u001b[0;34m(results_df, opt_param_value_pattern, normalising_tag)\u001b[0m\n\u001b[1;32m 261\u001b[0m \u001b[0;34mf\"Can't normalise with 0-valued optimisation parameter at index {str(zero_indexes)}.\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 262\u001b[0m )\n\u001b[1;32m 263\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 264\u001b[0m normalised_solns_opt_params = (\n\u001b[0;32m--> 265\u001b[0;31m \u001b[0mnon_normalising_solns_opt_params\u001b[0m \u001b[0;34m-\u001b[0m \u001b[0mnormalising_soln_opt_params_np\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 266\u001b[0m ) / abs(normalising_soln_opt_params_np)\n\u001b[1;32m 267\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 268\u001b[0m \u001b[0;31m# Combine dfs to get non-numerical info (metadata) alongside normalised diffs\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m~/process/process_cs/env/lib/python3.11/site-packages/pandas/core/ops/common.py\u001b[0m in \u001b[0;36m?\u001b[0;34m(self, other)\u001b[0m\n\u001b[1;32m 72\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mNotImplemented\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 73\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 74\u001b[0m \u001b[0mother\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mitem_from_zerodim\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mother\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 75\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 76\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mmethod\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mother\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m", - "\u001b[0;32m~/process/process_cs/env/lib/python3.11/site-packages/pandas/core/arraylike.py\u001b[0m in \u001b[0;36m?\u001b[0;34m(self, other)\u001b[0m\n\u001b[1;32m 192\u001b[0m \u001b[0;34m@\u001b[0m\u001b[0munpack_zerodim_and_defer\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m\"__sub__\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 193\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0m__sub__\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mother\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 194\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_arith_method\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mother\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0moperator\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msub\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m", - "\u001b[0;32m~/process/process_cs/env/lib/python3.11/site-packages/pandas/core/frame.py\u001b[0m in \u001b[0;36m?\u001b[0;34m(self, other, op)\u001b[0m\n\u001b[1;32m 7906\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 7907\u001b[0m \u001b[0maxis\u001b[0m\u001b[0;34m:\u001b[0m \u001b[0mLiteral\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m1\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;36m1\u001b[0m \u001b[0;31m# only relevant for Series other case\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 7908\u001b[0m \u001b[0mother\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mops\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mmaybe_prepare_scalar_for_op\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mother\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mshape\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0maxis\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 7909\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 7910\u001b[0;31m \u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mother\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_align_for_op\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mother\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0maxis\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mflex\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mTrue\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mlevel\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 7911\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 7912\u001b[0m \u001b[0;32mwith\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0merrstate\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mall\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;34m\"ignore\"\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 7913\u001b[0m \u001b[0mnew_data\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0m_dispatch_frame_op\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mother\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mop\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0maxis\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0maxis\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m~/process/process_cs/env/lib/python3.11/site-packages/pandas/core/frame.py\u001b[0m in \u001b[0;36m?\u001b[0;34m(self, other, axis, flex, level)\u001b[0m\n\u001b[1;32m 8165\u001b[0m \u001b[0;31m# Broadcast along rows\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 8166\u001b[0m \u001b[0mright\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mto_series\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mright\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m:\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 8167\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 8168\u001b[0m \u001b[0;32melse\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 8169\u001b[0;31m raise ValueError(\n\u001b[0m\u001b[1;32m 8170\u001b[0m \u001b[0;34m\"Unable to coerce to DataFrame, shape \"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 8171\u001b[0m \u001b[0;34mf\"must be {left.shape}: given {right.shape}\"\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 8172\u001b[0m )\n", - "\u001b[0;31mValueError\u001b[0m: Unable to coerce to DataFrame, shape must be (2, 41): given (0, 41)" - ] - } - ], - "source": [ - "fig3, df3 = plot_mfile_solutions(\n", - " runs_metadata=runs_metadata,\n", - " plot_title=\"Large tokamak 2 solution, relative to large tokamak 1\",\n", - " normalising_tag=\"large tokamak 1\",\n", - ")\n", - "df3" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Plot multiple solutions normalised by one\n", - "\n", - "Plot two MFILEs, normalised by a third MFILE." - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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tagobjf_namenorm_objfitvar001_namexcm001itvar002_namexcm002itvar003_namexcm003itvar004_name...itvar041_namexcm041itvar042_namexcm042itvar043_namexcm043itvar044_namexcm044itvar045_namexcm045
0large tokamak 1major radius1.60beta1.1216dene1.0756fwalld0.50758ffuspow...cpttf1.3815ralpne0.83954oh_steel_frac0.64835fimp(13)1.5039dr_tf_wp1.0083
1large tokamak 2major radius1.63beta1.3216dene1.0756fwalld0.51758ffuspow...cpttf1.3815ralpne0.83954oh_steel_frac0.64835fimp(13)1.5039dr_tf_wp1.1083
2large tokamak 3major radius1.50beta1.1216dene1.0756fwalld0.50758ffuspow...cpttf1.3815ralpne0.83954oh_steel_frac0.64835fimp(13)1.5039dr_tf_wp1.0083
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" - ], - "text/plain": [ - " tag objf_name norm_objf itvar001_name xcm001 \\\n", - "0 large tokamak 1 major radius 1.60 beta 1.1216 \n", - "1 large tokamak 2 major radius 1.63 beta 1.3216 \n", - "2 large tokamak 3 major radius 1.50 beta 1.1216 \n", - "\n", - " itvar002_name xcm002 itvar003_name xcm003 itvar004_name ... \\\n", - "0 dene 1.0756 fwalld 0.50758 ffuspow ... \n", - "1 dene 1.0756 fwalld 0.51758 ffuspow ... \n", - "2 dene 1.0756 fwalld 0.50758 ffuspow ... \n", - "\n", - " itvar041_name xcm041 itvar042_name xcm042 itvar043_name xcm043 \\\n", - "0 cpttf 1.3815 ralpne 0.83954 oh_steel_frac 0.64835 \n", - "1 cpttf 1.3815 ralpne 0.83954 oh_steel_frac 0.64835 \n", - "2 cpttf 1.3815 ralpne 0.83954 oh_steel_frac 0.64835 \n", - "\n", - " itvar044_name xcm044 itvar045_name xcm045 \n", - "0 fimp(13) 1.5039 dr_tf_wp 1.0083 \n", - "1 fimp(13) 1.5039 dr_tf_wp 1.1083 \n", - "2 fimp(13) 1.5039 dr_tf_wp 1.0083 \n", - "\n", - "[3 rows x 93 columns]" - ] - }, - "execution_count": 5, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "runs_metadata = [\n", - " RunMetadata(data_dir / \"large_tokamak_1_MFILE.DAT\", \"large tokamak 1\"),\n", - " RunMetadata(data_dir / \"large_tokamak_2_MFILE.DAT\", \"large tokamak 2\"),\n", - " RunMetadata(data_dir / \"large_tokamak_3_MFILE.DAT\", \"large tokamak 3\"),\n", - "]\n", - "\n", - "fig4, df4 = plot_mfile_solutions(\n", - " runs_metadata,\n", - " \"2 large tokamak solutions, relative to large tokamak 1\",\n", - " normalising_tag=\"large tokamak 1\",\n", - ")\n", - "df4" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## RMS Errors\n", - "\n", - "Plot RMS errors of multiple solutions relative to a reference solution." - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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tagobjf_namenorm_objfitvar001_namexcm001itvar002_namexcm002itvar003_namexcm003itvar004_name...itvar041_namexcm041itvar042_namexcm042itvar043_namexcm043itvar044_namexcm044itvar045_namexcm045
0large tokamak 1major radius1.60beta1.1216dene1.0756fwalld0.50758ffuspow...cpttf1.3815ralpne0.83954oh_steel_frac0.64835fimp(13)1.5039dr_tf_wp1.0083
1large tokamak 2major radius1.63beta1.3216dene1.0756fwalld0.51758ffuspow...cpttf1.3815ralpne0.83954oh_steel_frac0.64835fimp(13)1.5039dr_tf_wp1.1083
2large tokamak 3major radius1.50beta1.1216dene1.0756fwalld0.50758ffuspow...cpttf1.3815ralpne0.83954oh_steel_frac0.64835fimp(13)1.5039dr_tf_wp1.0083
3large tokamak 4major radius1.52beta1.1216dene1.0756fwalld0.50758ffuspow...cpttf1.3815ralpne0.83954oh_steel_frac0.64835fimp(13)1.5039dr_tf_wp1.0083
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4 rows × 93 columns

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" - ], - "text/plain": [ - " tag objf_name norm_objf itvar001_name xcm001 \\\n", - "0 large tokamak 1 major radius 1.60 beta 1.1216 \n", - "1 large tokamak 2 major radius 1.63 beta 1.3216 \n", - "2 large tokamak 3 major radius 1.50 beta 1.1216 \n", - "3 large tokamak 4 major radius 1.52 beta 1.1216 \n", - "\n", - " itvar002_name xcm002 itvar003_name xcm003 itvar004_name ... \\\n", - "0 dene 1.0756 fwalld 0.50758 ffuspow ... \n", - "1 dene 1.0756 fwalld 0.51758 ffuspow ... \n", - "2 dene 1.0756 fwalld 0.50758 ffuspow ... \n", - "3 dene 1.0756 fwalld 0.50758 ffuspow ... \n", - "\n", - " itvar041_name xcm041 itvar042_name xcm042 itvar043_name xcm043 \\\n", - "0 cpttf 1.3815 ralpne 0.83954 oh_steel_frac 0.64835 \n", - "1 cpttf 1.3815 ralpne 0.83954 oh_steel_frac 0.64835 \n", - "2 cpttf 1.3815 ralpne 0.83954 oh_steel_frac 0.64835 \n", - "3 cpttf 1.3815 ralpne 0.83954 oh_steel_frac 0.64835 \n", - "\n", - " itvar044_name xcm044 itvar045_name xcm045 \n", - "0 fimp(13) 1.5039 dr_tf_wp 1.0083 \n", - "1 fimp(13) 1.5039 dr_tf_wp 1.1083 \n", - "2 fimp(13) 1.5039 dr_tf_wp 1.0083 \n", - "3 fimp(13) 1.5039 dr_tf_wp 1.0083 \n", - "\n", - "[4 rows x 93 columns]" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "runs_metadata = [\n", - " RunMetadata(data_dir / \"large_tokamak_1_MFILE.DAT\", \"large tokamak 1\"),\n", - " RunMetadata(data_dir / \"large_tokamak_2_MFILE.DAT\", \"large tokamak 2\"),\n", - " RunMetadata(data_dir / \"large_tokamak_3_MFILE.DAT\", \"large tokamak 3\"),\n", - " RunMetadata(data_dir / \"large_tokamak_4_MFILE.DAT\", \"large tokamak 4\"),\n", - "]\n", - "\n", - "fig5, df5 = plot_mfile_solutions(\n", - " runs_metadata,\n", - " \"3 large tokamak solutions with RMS errors normalised to large tokamak 1\",\n", - " normalising_tag=\"large tokamak 1\",\n", - " rmse=True,\n", - ")\n", - "df5" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Solutions normalised by range\n", - "\n", - "Use `nitvar` values instead; the solution optimisation parameters are normalised to the range of their upper and lower bounds." - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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tagobjf_namenorm_objfitvar001_namenitvar001itvar002_namenitvar002itvar003_namenitvar003itvar004_name...itvar041_namenitvar041itvar042_namenitvar042itvar043_namenitvar043itvar044_namenitvar044itvar045_namenitvar045
0large tokamak 1major radius1.60beta0.032681dene0.071381fwalld0.50709ffuspow...cpttf0.99182ralpne0.67908oh_steel_frac0.5455fimp(13)0.057148dr_tf_wp0.0651
1large tokamak 2major radius1.63beta0.042681dene0.071381fwalld0.70709ffuspow...cpttf0.99182ralpne0.67908oh_steel_frac0.5455fimp(13)0.057148dr_tf_wp0.0651
2large tokamak 3major radius1.50beta0.022681dene0.071381fwalld0.50709ffuspow...cpttf0.99182ralpne0.67908oh_steel_frac0.5455fimp(13)0.057148dr_tf_wp0.0651
3large tokamak 4major radius1.52beta0.032681dene0.071381fwalld0.40709ffuspow...cpttf0.99182ralpne0.67908oh_steel_frac0.5455fimp(13)0.057148dr_tf_wp0.0651
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4 rows × 93 columns

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" - ], - "text/plain": [ - " tag objf_name norm_objf itvar001_name nitvar001 \\\n", - "0 large tokamak 1 major radius 1.60 beta 0.032681 \n", - "1 large tokamak 2 major radius 1.63 beta 0.042681 \n", - "2 large tokamak 3 major radius 1.50 beta 0.022681 \n", - "3 large tokamak 4 major radius 1.52 beta 0.032681 \n", - "\n", - " itvar002_name nitvar002 itvar003_name nitvar003 itvar004_name ... \\\n", - "0 dene 0.071381 fwalld 0.50709 ffuspow ... \n", - "1 dene 0.071381 fwalld 0.70709 ffuspow ... \n", - "2 dene 0.071381 fwalld 0.50709 ffuspow ... \n", - "3 dene 0.071381 fwalld 0.40709 ffuspow ... \n", - "\n", - " itvar041_name nitvar041 itvar042_name nitvar042 itvar043_name nitvar043 \\\n", - "0 cpttf 0.99182 ralpne 0.67908 oh_steel_frac 0.5455 \n", - "1 cpttf 0.99182 ralpne 0.67908 oh_steel_frac 0.5455 \n", - "2 cpttf 0.99182 ralpne 0.67908 oh_steel_frac 0.5455 \n", - "3 cpttf 0.99182 ralpne 0.67908 oh_steel_frac 0.5455 \n", - "\n", - " itvar044_name nitvar044 itvar045_name nitvar045 \n", - "0 fimp(13) 0.057148 dr_tf_wp 0.0651 \n", - "1 fimp(13) 0.057148 dr_tf_wp 0.0651 \n", - "2 fimp(13) 0.057148 dr_tf_wp 0.0651 \n", - "3 fimp(13) 0.057148 dr_tf_wp 0.0651 \n", - "\n", - "[4 rows x 93 columns]" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "runs_metadata = [\n", - " RunMetadata(data_dir / \"large_tokamak_1_MFILE.DAT\", \"large tokamak 1\"),\n", - " RunMetadata(data_dir / \"large_tokamak_2_MFILE.DAT\", \"large tokamak 2\"),\n", - " RunMetadata(data_dir / \"large_tokamak_3_MFILE.DAT\", \"large tokamak 3\"),\n", - " RunMetadata(data_dir / \"large_tokamak_4_MFILE.DAT\", \"large tokamak 4\"),\n", - "]\n", - "\n", - "fig6, df6 = plot_mfile_solutions(\n", - " runs_metadata,\n", - " \"4 large tokamak solutions normalised to the range of the optimisation parameters\",\n", - " normalisation_type=\"range\",\n", - ")\n", - "df6" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Actual values" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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tagobjf_namenorm_objfitvar001_nameitvar001itvar002_nameitvar002itvar003_nameitvar003itvar004_name...itvar041_nameitvar041itvar042_nameitvar042itvar043_nameitvar043itvar044_nameitvar044itvar045_nameitvar045
0large tokamak 1major radius1.60beta0.033648dene8.066700e+19fwalld0.50758ffuspow...cpttf89795.0ralpne0.083954oh_steel_frac0.51868fimp(13)0.000571dr_tf_wp0.50416
1large tokamak 2major radius1.63beta0.034648dene8.056700e+19fwalld0.50258ffuspow...cpttf89795.0ralpne0.083954oh_steel_frac0.51868fimp(13)0.000571dr_tf_wp0.50416
2large tokamak 3major radius1.50beta0.033648dene8.066700e+19fwalld0.50758ffuspow...cpttf88795.0ralpne0.081954oh_steel_frac0.52868fimp(13)0.000531dr_tf_wp0.57416
3large tokamak 4major radius1.52beta0.037648dene8.366700e+19fwalld0.55758ffuspow...cpttf89795.0ralpne0.083954oh_steel_frac0.51868fimp(13)0.000571dr_tf_wp0.50416
\n", - "

4 rows × 93 columns

\n", - "
" - ], - "text/plain": [ - " tag objf_name norm_objf itvar001_name itvar001 \\\n", - "0 large tokamak 1 major radius 1.60 beta 0.033648 \n", - "1 large tokamak 2 major radius 1.63 beta 0.034648 \n", - "2 large tokamak 3 major radius 1.50 beta 0.033648 \n", - "3 large tokamak 4 major radius 1.52 beta 0.037648 \n", - "\n", - " itvar002_name itvar002 itvar003_name itvar003 itvar004_name ... \\\n", - "0 dene 8.066700e+19 fwalld 0.50758 ffuspow ... \n", - "1 dene 8.056700e+19 fwalld 0.50258 ffuspow ... \n", - "2 dene 8.066700e+19 fwalld 0.50758 ffuspow ... \n", - "3 dene 8.366700e+19 fwalld 0.55758 ffuspow ... \n", - "\n", - " itvar041_name itvar041 itvar042_name itvar042 itvar043_name itvar043 \\\n", - "0 cpttf 89795.0 ralpne 0.083954 oh_steel_frac 0.51868 \n", - "1 cpttf 89795.0 ralpne 0.083954 oh_steel_frac 0.51868 \n", - "2 cpttf 88795.0 ralpne 0.081954 oh_steel_frac 0.52868 \n", - "3 cpttf 89795.0 ralpne 0.083954 oh_steel_frac 0.51868 \n", - "\n", - " itvar044_name itvar044 itvar045_name itvar045 \n", - "0 fimp(13) 0.000571 dr_tf_wp 0.50416 \n", - "1 fimp(13) 0.000571 dr_tf_wp 0.50416 \n", - "2 fimp(13) 0.000531 dr_tf_wp 0.57416 \n", - "3 fimp(13) 0.000571 dr_tf_wp 0.50416 \n", - "\n", - "[4 rows x 93 columns]" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "runs_metadata = [\n", - " RunMetadata(data_dir / \"large_tokamak_1_MFILE.DAT\", \"large tokamak 1\"),\n", - " RunMetadata(data_dir / \"large_tokamak_2_MFILE.DAT\", \"large tokamak 2\"),\n", - " RunMetadata(data_dir / \"large_tokamak_3_MFILE.DAT\", \"large tokamak 3\"),\n", - " RunMetadata(data_dir / \"large_tokamak_4_MFILE.DAT\", \"large tokamak 4\"),\n", - "]\n", - "\n", - "fig7, df7 = plot_mfile_solutions(\n", - " runs_metadata,\n", - " \"4 large tokamak solutions normalised to the range of the optimisation parameters\",\n", - " normalisation_type=None,\n", - ")\n", - "df7" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "env", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.11.10" - }, - "orig_nbformat": 4 - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/process/sctfcoil.py b/process/sctfcoil.py index f608d3e7d3..81941c6234 100644 --- a/process/sctfcoil.py +++ b/process/sctfcoil.py @@ -4,20 +4,7 @@ import numba import numpy as np - -from process.fortran import rebco_variables -from process.fortran import global_variables -from process.fortran import tfcoil_variables -from process.fortran import physics_variables -from process.fortran import build_variables -from process.fortran import constants -from process.fortran import sctfcoil_module -from process.fortran import process_output as po -from process.fortran import error_handling -from process.fortran import fwbs_variables -from process.fortran import pfcoil_variables -from process.fortran import numerics -from process.fortran import divertor_variables +from scipy import optimize import process.superconductors as superconductors from process import process_output as po @@ -7411,7 +7398,7 @@ def vv_stress_on_quench( # Poloidal loop resistance (PLR) in ohms theta_vv = _theta_factor_integral(ro_vv, ri_vv, rm_vv, H_vv, theta1_vv_rad) - plr_coil = ((0.5 * ccl_length_coil) / (n_tf * (s_cc + s_rp))) * 1e-6 + plr_coil = ((0.5 * ccl_length_coil) / (n_tf_coils * (s_cc + s_rp))) * 1e-6 plr_vv = ((0.84 / d_vv) * theta_vv) * 1e-6 # relevant self-inductances in henry (H) diff --git a/source/fortran/input.f90 b/source/fortran/input.f90 index da0977e077..904f35082a 100644 --- a/source/fortran/input.f90 +++ b/source/fortran/input.f90 @@ -175,7 +175,7 @@ subroutine parse_input_file(in_file,out_file,show_changes) fstrcond, fptemp, ftmargoh, fvs, fbeta_max, vvhealw, fpnetel, ft_burn, & ffuspow, fpsepr, ptfnucmax, fvdump, pdivtlim, falpha_energy_confinement, nbshinefmax, & fcqt, fzeffmax, fstrcase, fhldiv, foh_stress, fwalld, gammax, fjprot, & - ft_current_ramp_up, ftohs, tcycmn, auxmin, zeffmax, f_fw_rad_max, fdtmp, fpoloidalpower, & + ft_current_ramp_up, tcycmn, auxmin, zeffmax, f_fw_rad_max, fdtmp, fpoloidalpower, & fnbshinef, freinke, fvvhe, fqval, fq, fmaxvvstress, fbeta_poloidal, fbeta_poloidal_eps, fjohc, & fflutf, bmxlim, t_burn_min, fbeta_min, fecrh_ignition, fstr_wp, fncycle, i_use_fixed_q_factor, & fixed_q_factor From 4bc2faf9cd8d2a85adcaaace41bfa7973274c8cb Mon Sep 17 00:00:00 2001 From: apearce Date: Fri, 28 Feb 2025 14:48:29 +0000 Subject: [PATCH 11/14] =?UTF-8?q?=F0=9F=93=9D=20rename=20VV=20shell=20thic?= =?UTF-8?q?kness?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- process/sctfcoil.py | 2 +- source/fortran/build_variables.f90 | 4 ++-- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/process/sctfcoil.py b/process/sctfcoil.py index 81941c6234..f93524cdfc 100644 --- a/process/sctfcoil.py +++ b/process/sctfcoil.py @@ -2374,7 +2374,7 @@ def vv_stress_on_quench(self): # TODO: is this the correct current? i_op=sctfcoil_module.tfc_current / tfcoil_variables.n_tf_turn, # VV properties - d_vv=build_variables.d_vv_shell_thickness, + d_vv=build_variables.dr_vv_shell_thickness, ) def tf_field_and_force(self): diff --git a/source/fortran/build_variables.f90 b/source/fortran/build_variables.f90 index 827eeac789..a146637d27 100644 --- a/source/fortran/build_variables.f90 +++ b/source/fortran/build_variables.f90 @@ -78,7 +78,7 @@ module build_variables real(dp) :: dz_vv_lower !! vacuum vessel underside thickness (TF coil / shield) (m) - real(dp) :: d_vv_shell_thickness + real(dp) :: dr_vv_shell_thickness !! vacuum vessel double walled shell thickness (m) real(dp) :: f_avspace @@ -330,7 +330,7 @@ subroutine init_build_variables dr_vv_outboard = 0.07D0 dz_vv_upper = 0.07D0 dz_vv_lower = 0.07D0 - d_vv_shell_thickness = 0.12D0 + dr_vv_shell_thickness = 0.12D0 f_avspace = 1.0D0 fcspc = 0.6D0 fseppc = 3.5D8 From 8009132086e4f72ef3928bf9991116d3543c8943 Mon Sep 17 00:00:00 2001 From: apearce Date: Fri, 28 Feb 2025 15:59:18 +0000 Subject: [PATCH 12/14] =?UTF-8?q?=F0=9F=8E=A8=20update=20qstar?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- process/physics.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/process/physics.py b/process/physics.py index 47f59606ea..7bca265167 100644 --- a/process/physics.py +++ b/process/physics.py @@ -3343,7 +3343,7 @@ def calculate_plasma_current( * rminor**2 / (rmajor * plasma_current / bt) * 0.5 - * (1.0 + kappa**2 * (1.0 + 2.0 * triang**2 - 1.2 * triang**3)) + * (1.0 + kappa95**2 * (1.0 + 2.0 * triang95**2 - 1.2 * triang95**3)) ) # Normalised beta from Troyon beta limit From cb8ab3545e350e9ace6cd21a4a54f8b74bbd6d5a Mon Sep 17 00:00:00 2001 From: apearce Date: Mon, 3 Mar 2025 10:53:51 +0000 Subject: [PATCH 13/14] =?UTF-8?q?=E2=9C=85=20update=20test=5Fphysics?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- tests/unit/test_physics.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/tests/unit/test_physics.py b/tests/unit/test_physics.py index f44d667a39..63c3a46403 100644 --- a/tests/unit/test_physics.py +++ b/tests/unit/test_physics.py @@ -947,7 +947,7 @@ class PlasmaCurrentParam(NamedTuple): expected_alphaj=1.9008029008029004, expected_ind_plasma_internal_norm=1.2064840230894305, expected_bp=0.96008591022564971, - expected_qstar=3.869423496255382, + expected_qstar=2.900802902105021, expected_plasma_current=18398455.678867526, ), PlasmaCurrentParam( @@ -974,7 +974,7 @@ class PlasmaCurrentParam(NamedTuple): expected_alphaj=1.9008029008029004, expected_ind_plasma_internal_norm=1.2064840230894305, expected_bp=0.96008591022564971, - expected_qstar=3.869423496255382, + expected_qstar=2.900802902105021, expected_plasma_current=18398455.678867526, ), ), From a7819ae4a525a279871d660044d487f99b48caf9 Mon Sep 17 00:00:00 2001 From: apearce Date: Wed, 12 Mar 2025 11:14:02 +0000 Subject: [PATCH 14/14] =?UTF-8?q?=F0=9F=93=9D=20rename=20variable=20inline?= =?UTF-8?q?=20with=20current=20style?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- .../plasma_current/plasma_current.md | 2 +- process/hcpb.py | 9 ++- process/sctfcoil.py | 75 ++++++++++--------- source/fortran/build_variables.f90 | 6 +- source/fortran/constraint_equations.f90 | 12 +-- source/fortran/constraint_variables.f90 | 10 +-- source/fortran/input.f90 | 22 +++--- source/fortran/primary_pumping_variables.f90 | 4 +- 8 files changed, 74 insertions(+), 66 deletions(-) diff --git a/documentation/proc-pages/physics-models/plasma_current/plasma_current.md b/documentation/proc-pages/physics-models/plasma_current/plasma_current.md index feccb438b7..c2711f7d07 100644 --- a/documentation/proc-pages/physics-models/plasma_current/plasma_current.md +++ b/documentation/proc-pages/physics-models/plasma_current/plasma_current.md @@ -511,7 +511,7 @@ It is not possible to derive a general analytic expression for $F$, so it has be The cylindrical equivalent $q$ definition used currently is the one given below from IPDG89[^5] $$ -q_* = \frac{5 \times 10^6a^2B_T}{RI_{\text{p}}}\frac{(1+\kappa^2(1+2\delta^2-1.2\delta^3))}{2} +q_* = \frac{5 \times 10^6a^2B_T}{RI_{\text{p}}}\frac{(1+\kappa_{95}^2(1+2\delta_{95}^2-1.2\delta_{95}^3))}{2} $$ diff --git a/process/hcpb.py b/process/hcpb.py index 6cdd1c249b..b04b81a149 100644 --- a/process/hcpb.py +++ b/process/hcpb.py @@ -766,7 +766,10 @@ def powerflow_calc(self, output: bool): + fwbs_variables.pnucblkt ) primary_pumping_variables.htpmw_fw_blkt = ( - primary_pumping_variables.pump_factor * fpump / (1 - fpump) * p_plasma + primary_pumping_variables.f_p_fw_blkt_pump + * fpump + / (1 - fpump) + * p_plasma ) # For divertor and shield, mechanical pumping power is a fraction of thermal @@ -830,8 +833,8 @@ def powerflow_calc(self, output: bool): po.ovarre( self.outfile, "Pumping power for FW and Blanket multiplier factor", - "(pump_factor)", - primary_pumping_variables.pump_factor, + "(f_p_fw_blkt_pump)", + primary_pumping_variables.f_p_fw_blkt_pump, "IP ", ) po.ovarre( diff --git a/process/sctfcoil.py b/process/sctfcoil.py index f93524cdfc..273fae1944 100644 --- a/process/sctfcoil.py +++ b/process/sctfcoil.py @@ -2374,7 +2374,7 @@ def vv_stress_on_quench(self): # TODO: is this the correct current? i_op=sctfcoil_module.tfc_current / tfcoil_variables.n_tf_turn, # VV properties - d_vv=build_variables.dr_vv_shell_thickness, + d_vv=build_variables.dr_vv_shells, ) def tf_field_and_force(self): @@ -7200,7 +7200,9 @@ def eyoung_parallel_array(n, eyoung_j_in, a_in, poisson_j_perp_in): return eyoung_j_out, a_out, poisson_j_perp_out -def _inductance_factor(H, ri, ro, rm, theta1): +def _inductance_factor( + H: float, ri: float, ro: float, rm: float, theta1: float +) -> float: """Calculates the inductance factor for a toroidal structure using surrogate 2 #1866. @@ -7234,16 +7236,16 @@ def _inductance_factor(H, ri, ro, rm, theta1): @staticmethod -def lambda_term(tau, omega): - """Lambda Term +def lambda_term(tau: float, omega: float) -> float: + """ + The lambda function used inegral in inductance calcuation found + in Y. Itoh et al. The full form of the functions are given in appendix A. Author: Alexander Pearce, UKAEA :param tau: tau_{s,k} = (R_{s,k} - R_{c,k}) / R_k :param omega: omega_k = R_{c,k}/R_k - - The lammbda fucntion used inegral in inductance calcuation found - in Y. Itoh et al. The full form of the functions are given in appendix A. + :returns: integral """ p = 1.0 - omega**2.0 @@ -7260,19 +7262,22 @@ def lambda_term(tau, omega): @staticmethod -def _theta_factor_integral(ro_vv, ri_vv, rm_vv, h_vv, theta1_vv): - """Theta Factor Integral +def _theta_factor_integral( + ro_vv: float, ri_vv: float, rm_vv: float, h_vv: float, theta1_vv: float +) -> float: + """ + The calcuation of the theta factor found in Eq 4 of Y. Itoh et al. The + full form of the integral is given in appendix A. + Author: Alexander Pearce, UKAEA - :param Ro_vv: the radius of the outboard edge of the VV CCL - :param Ri_vv: the radius of the inboard edge of the VV CCL - :param Rm_vv: the radius where the maximum height of the VV CCL occurs - :param H_vv: the maximum height of the VV CCL + :param ro_vv: the radius of the outboard edge of the VV CCL + :param ri_vv: the radius of the inboard edge of the VV CCL + :param rm_vv: the radius where the maximum height of the VV CCL occurs + :param h_vv: the maximum height of the VV CCL :param theta1_vv: the polar angle of the point at which one circular arc is joined to another circular arc in the approximation to the VV CCL - - The calcuation of the theta factor found in Eq 4 of Y. Itoh et al. The - full form of the integral is given in appendix A. + :returns: theta factor. """ theta2 = np.pi / 2.0 + theta1_vv a = (ro_vv - ri_vv) / 2.0 @@ -7314,28 +7319,28 @@ def _theta_factor_integral(ro_vv, ri_vv, rm_vv, h_vv, theta1_vv): def vv_stress_on_quench( # TF shape - H_coil, - ri_coil, - ro_coil, - rm_coil, - ccl_length_coil, - theta1_coil, + H_coil: float, + ri_coil: float, + ro_coil: float, + rm_coil: float, + ccl_length_coil: float, + theta1_coil: float, # VV shape - H_vv, - ri_vv, - ro_vv, - rm_vv, - theta1_vv, + H_vv: float, + ri_vv: float, + ro_vv: float, + rm_vv: float, + theta1_vv: float, # TF properties - n_tf_coils, - n_tf_turn, - s_rp, - s_cc, - taud, - i_op, + n_tf_coils: float, + n_tf_turn: float, + s_rp: float, + s_cc: float, + taud: float, + i_op: float, # VV properties - d_vv, -): + d_vv: float, +) -> float: """Generic model to calculate the Tresca stress of the Vacuum Vessel (VV), experienced when the TF coil quenches. diff --git a/source/fortran/build_variables.f90 b/source/fortran/build_variables.f90 index a146637d27..3c8bc900ba 100644 --- a/source/fortran/build_variables.f90 +++ b/source/fortran/build_variables.f90 @@ -78,8 +78,8 @@ module build_variables real(dp) :: dz_vv_lower !! vacuum vessel underside thickness (TF coil / shield) (m) - real(dp) :: dr_vv_shell_thickness - !! vacuum vessel double walled shell thickness (m) + real(dp) :: dr_vv_shells + !! vacuum vessel double walled shell thicknesses (m) real(dp) :: f_avspace !! F-value for stellarator radial space check (`constraint equation 83`) @@ -330,7 +330,7 @@ subroutine init_build_variables dr_vv_outboard = 0.07D0 dz_vv_upper = 0.07D0 dz_vv_lower = 0.07D0 - dr_vv_shell_thickness = 0.12D0 + dr_vv_shells = 0.12D0 f_avspace = 1.0D0 fcspc = 0.6D0 fseppc = 3.5D8 diff --git a/source/fortran/constraint_equations.f90 b/source/fortran/constraint_equations.f90 index c22c1defc3..9ddb721eb5 100755 --- a/source/fortran/constraint_equations.f90 +++ b/source/fortran/constraint_equations.f90 @@ -2640,9 +2640,9 @@ subroutine constraint_eqn_068(tmp_cc, tmp_con, tmp_err, tmp_symbol, tmp_units) !! q95 : input real : safety factor q at 95% flux surface !! aspect : input real : aspect ratio (iteration variable 1) !! rmajor : input real : plasma major radius (m) (iteration variable 3) - !! i_use_fixed_q_factor : input int : Switch that allows for fixing q95 only in this constraint. - !! fixed_q_factor : input real : fixed safet factor q at 95% flux surface - use constraint_variables, only: fpsepbqar, psepbqarmax, i_use_fixed_q_factor, fixed_q_factor + !! i_q95_fixed : input int : Switch that allows for fixing q95 only in this constraint. + !! q95_fixed : input real : fixed safety factor q at 95% flux surface + use constraint_variables, only: fpsepbqar, psepbqarmax, i_q95_fixed, q95_fixed use physics_variables, only: pdivt, bt, q95, aspect, rmajor implicit none real(dp), intent(out) :: tmp_cc @@ -2651,9 +2651,9 @@ subroutine constraint_eqn_068(tmp_cc, tmp_con, tmp_err, tmp_symbol, tmp_units) character(len=1), intent(out) :: tmp_symbol character(len=10), intent(out) :: tmp_units - if (i_use_fixed_q_factor == 1) then - tmp_cc = 1.0d0 - fpsepbqar * psepbqarmax / ((pdivt*bt)/(fixed_q_factor*aspect*rmajor)) - tmp_err = (pdivt*bt)/(fixed_q_factor*aspect*rmajor) - psepbqarmax + if (i_q95_fixed == 1) then + tmp_cc = 1.0d0 - fpsepbqar * psepbqarmax / ((pdivt*bt)/(q95_fixed*aspect*rmajor)) + tmp_err = (pdivt*bt)/(q95_fixed*aspect*rmajor) - psepbqarmax else tmp_cc = 1.0d0 - fpsepbqar * psepbqarmax / ((pdivt*bt)/(q95*aspect*rmajor)) tmp_err = (pdivt*bt)/(q95*aspect*rmajor) - psepbqarmax diff --git a/source/fortran/constraint_variables.f90 b/source/fortran/constraint_variables.f90 index 8bbb5d3552..f96f696dea 100644 --- a/source/fortran/constraint_variables.f90 +++ b/source/fortran/constraint_variables.f90 @@ -86,8 +86,8 @@ module constraint_variables !! constraint equation icc = 46 !! iteration variable ixc = 72 - real(dp) :: fixed_q_factor - !! fixed safet factor q at 95% flux surface + real(dp) :: q95_fixed + !! fixed safety factor q at 95% flux surface !! (`constraint equation 68`) real(dp) :: fjohc @@ -225,7 +225,7 @@ module constraint_variables real(dp) :: gammax !! maximum current drive gamma (`constraint equation 37`) - integer :: i_use_fixed_q_factor + integer :: i_q95_fixed !! Switch that allows for fixing q95 only in this constraint equation 68. !! (`constraint equation 68`) @@ -340,7 +340,7 @@ subroutine init_constraint_variables fhldiv = 1.0D0 fiooic = 0.5D0 fipir = 1.0D0 - fixed_q_factor = 3.0D0 + q95_fixed = 3.0D0 fjohc = 1.0D0 fjohc0 = 1.0D0 fjprot = 1.0D0 @@ -381,7 +381,7 @@ subroutine init_constraint_variables fwalld = 1.0D0 fzeffmax = 1.0D0 gammax = 2.0D0 - i_use_fixed_q_factor = 0 + i_q95_fixed = 0 pflux_fw_rad_max = 1.0D0 mvalim = 40.0D0 nbshinefmax = 1.0D-3 diff --git a/source/fortran/input.f90 b/source/fortran/input.f90 index 904f35082a..4bc55f5a33 100644 --- a/source/fortran/input.f90 +++ b/source/fortran/input.f90 @@ -177,8 +177,8 @@ subroutine parse_input_file(in_file,out_file,show_changes) fcqt, fzeffmax, fstrcase, fhldiv, foh_stress, fwalld, gammax, fjprot, & ft_current_ramp_up, tcycmn, auxmin, zeffmax, f_fw_rad_max, fdtmp, fpoloidalpower, & fnbshinef, freinke, fvvhe, fqval, fq, fmaxvvstress, fbeta_poloidal, fbeta_poloidal_eps, fjohc, & - fflutf, bmxlim, t_burn_min, fbeta_min, fecrh_ignition, fstr_wp, fncycle, i_use_fixed_q_factor, & - fixed_q_factor + fflutf, bmxlim, t_burn_min, fbeta_min, fecrh_ignition, fstr_wp, fncycle, i_q95_fixed, & + q95_fixed use cost_variables, only: ucich, uctfsw, dintrt, ucblbe, uubop, dtlife, & cost_factor_vv, cfind, uccry, fcap0cp, uccase, uuves, cconshtf, conf_mag, & ucbllipb, ucfuel, uumag, ucpfbs, ireactor, uucd, div_umain_time, div_nu, & @@ -258,7 +258,7 @@ subroutine parse_input_file(in_file,out_file,show_changes) use pulse_variables, only: i_pulsed_plant, dtstor, itcycl, istore, bctmp use primary_pumping_variables, only: t_in_bb, t_out_bb, dp_he, p_he, gamma_he, & - dp_fw_blkt, dp_fw, dp_blkt, dp_liq, pump_factor + dp_fw_blkt, dp_fw, dp_blkt, dp_liq, f_p_fw_blkt_pump use scan_module, only: isweep_2, nsweep, isweep, scan_dim, nsweep_2, & sweep_2, sweep, ipnscns, ipnscnv @@ -771,9 +771,9 @@ subroutine parse_input_file(in_file,out_file,show_changes) case ('i_hldiv') call parse_int_variable('i_hldiv', i_hldiv, 0, 2, & 'Switch for user input hldiv') - case ('i_use_fixed_q_factor') - call parse_int_variable('i_use_fixed_q_factor', i_use_fixed_q_factor, 0, 1, & - 'Switch that allows for fixing q95 only in this constraint') + case ('i_q95_fixed') + call parse_int_variable('i_q95_fixed', i_q95_fixed, 0, 1, & + 'Switch that allows fixed q95 within PsepB/qAR (68 constraint)') case ('fflutf') call parse_real_variable('fflutf', fflutf, 0.001D0, 10.0D0, & 'F-value for neutron fluence on TF coil') @@ -783,9 +783,9 @@ subroutine parse_input_file(in_file,out_file,show_changes) case ('fiooic') call parse_real_variable('fiooic', fiooic, 0.001D0, 10.0D0, & 'F-value for SCTF iop/icrit') - case ('fixed_q_factor') - call parse_real_variable('fixed_q_factor', fixed_q_factor, 0.001D0, 10.0D0, & - 'fixed safet factor q at 95% flux surface') + case ('q95_fixed') + call parse_real_variable('q95_fixed', q95_fixed, 0.001D0, 10.0D0, & + 'fixed safety factor q at 95% flux surface') case ('fjprot') call parse_real_variable('fjprot', fjprot, 0.001D0, 10.0D0, & 'F-value for SCTF winding pack J') @@ -2281,8 +2281,8 @@ subroutine parse_input_file(in_file,out_file,show_changes) case ('p_he') call parse_real_variable('p_he', p_he, 0.0D0, 100.0D6, & 'Pressure in FW and blanket coolant at pump exit') - case ('pump_factor') - call parse_real_variable('pump_factor', pump_factor, 0.0D0, 10.0D0, & + case ('f_p_fw_blkt_pump') + call parse_real_variable('f_p_fw_blkt_pump', f_p_fw_blkt_pump, 0.0D0, 10.0D0, & 'Pumping power for FW and Blanket multiplier factor') case ('gamma_he') call parse_real_variable('gamma_he', gamma_he, 1.0D0, 2.0D0, & diff --git a/source/fortran/primary_pumping_variables.f90 b/source/fortran/primary_pumping_variables.f90 index 90426483ca..c06a72f8d2 100644 --- a/source/fortran/primary_pumping_variables.f90 +++ b/source/fortran/primary_pumping_variables.f90 @@ -50,7 +50,7 @@ module primary_pumping_variables !! mechanical pumping power for FW and blanket including heat exchanger and !! pipes (`primary_pumping=3`) [MW] - real(dp) :: pump_factor + real(dp) :: f_p_fw_blkt_pump !! Pumping power for FW and Blanket multiplier factor contains @@ -71,7 +71,7 @@ subroutine init_primary_pumping_variables dp_blkt = 3.5D3 ! Pa dp_liq = 1.0D7 ! Pa htpmw_fw_blkt = 0.0D0 - pump_factor = 1.0D0 + f_p_fw_blkt_pump = 1.0D0 end subroutine init_primary_pumping_variables