From b42cc370121c4b1a0376e144a3e1c6f6e31a704c Mon Sep 17 00:00:00 2001 From: Daniel Weindl Date: Wed, 10 Apr 2019 13:46:35 +0200 Subject: [PATCH 1/7] Fix fixed parameters in PEtab import in case of dynamic overrides in the condition table --- python/bin/amici_import_petab.py | 13 ++++++++++--- 1 file changed, 10 insertions(+), 3 deletions(-) diff --git a/python/bin/amici_import_petab.py b/python/bin/amici_import_petab.py index 5a7a80f185..26a5ba3dc8 100755 --- a/python/bin/amici_import_petab.py +++ b/python/bin/amici_import_petab.py @@ -91,15 +91,22 @@ def get_fixed_parameters(condition_file_name, sbml_model, into constant parameters *within* the given `sbml_model`. """ - fixed_parameters_df = petab.get_condition_df(condition_file_name) - print(f'Condition table: {fixed_parameters_df.shape}') + condition_df = petab.get_condition_df(condition_file_name) + print(f'Condition table: {condition_df.shape}') # column names are model parameter names that should be made constant - fixed_parameters = list(fixed_parameters_df.columns) + # except for any overridden parameters + # (Could potentially still be made constant, but leaving them might + # increase model reusability) + fixed_parameters = list(condition_df.columns) try: fixed_parameters.remove('conditionName') except ValueError: pass + # remove overridden parameters + fixed_parameters = [p for p in fixed_parameters + if condition_df[p].dtype != 'O'] + # must be unique assert(len(fixed_parameters) == len(set(fixed_parameters))) From 37548c1c704a146161870841b91eb6a8b4c108fa Mon Sep 17 00:00:00 2001 From: Daniel Weindl Date: Tue, 16 Apr 2019 19:58:28 +0200 Subject: [PATCH 2/7] Add SuperLUMT support (#681) * Add SuperLUMT linear solver wrapper * Add SuperLUMT build script * Build sundials with SuperLUMT support if library exists * Add SuperLUMT support - Move KLU StateOrdering to KLU class to distinguish from SuperLUMT ordering * Update moved StateOrdering for matlab * Update include/amici/sundials_linsol_wrapper.h * Update .gitignore * Cleanup default preconditioner settings * Move documentation to header. Fix doc. Cleanup includes. * Fail noticeably when trying to use SuperLUMT with KLU until correctly implemented. Cleanup declarations. * Move "queue" file from SuperLUMT * Allow setting number of threads for SuperLUMT from environment variable * Compile SuperLUMT with correct integer size * Update installation guide for SuperLUMT usage * Update include/amici/defines.h * Doc: Mind the difference between SUNLinSolKLU::StateOrdering and SUNLinSolSuperLUMT::StateOrdering --- .gitignore | 4 + CMakeLists.txt | 11 ++ INSTALL.md | 30 +++- include/amici/defines.h | 12 +- include/amici/newton_solver.h | 127 ++++++++++++++- include/amici/solver.h | 20 ++- include/amici/sundials_linsol_wrapper.h | 89 +++++++++- scripts/buildSundials.sh | 10 ++ scripts/buildSuperLUMT.sh | 29 ++++ src/hdf5.cpp | 3 +- src/interface_matlab.cpp | 2 +- src/newton_solver.cpp | 152 ++---------------- src/solver.cpp | 57 +++++-- src/steadystateproblem.cpp | 1 + src/sundials_linsol_wrapper.cpp | 56 ++++++- .../cpputest/unittests/testsSerialization.cpp | 8 +- 16 files changed, 415 insertions(+), 196 deletions(-) create mode 100755 scripts/buildSuperLUMT.sh diff --git a/.gitignore b/.gitignore index 39f05d4405..bd852b418f 100644 --- a/.gitignore +++ b/.gitignore @@ -80,6 +80,8 @@ python/.idea/* *.log *.pyc *.so +*.bak +*.sav matlab/mtoc/config/latexextras.sty-e matlab/mtoc/config/latexextras.sty @@ -154,3 +156,5 @@ ThirdParty/mtocpp-master* ThirdParty/sundials/build/* ThirdParty/SuiteSparse/lib/* ThirdParty/SuiteSparse/share/* +ThirdParty/SuperLU_MT_3.1/ +ThirdParty/superlu_mt_3.1.tar.gz diff --git a/CMakeLists.txt b/CMakeLists.txt index 512d2f2b52..336615b52e 100644 --- a/CMakeLists.txt +++ b/CMakeLists.txt @@ -66,6 +66,17 @@ set(SUNDIALS_LIBRARIES ) set(SUNDIALS_INCLUDE_DIRS "${CMAKE_SOURCE_DIR}/ThirdParty/sundials/build/include") +option(SUNDIALS_SUPERLUMT_ENABLE "Enable sundials SuperLUMT?" OFF) +if(SUNDIALS_SUPERLUMT_ENABLE) + set(SUNDIALS_LIBRARIES ${SUNDIALS_LIBRARIES} + ${SUNDIALS_LIB_DIR}/libsundials_sunlinsolsuperlumt${CMAKE_STATIC_LIBRARY_SUFFIX} + ${CMAKE_SOURCE_DIR}/ThirdParty/SuperLU_MT_3.1/lib/libsuperlu_mt_PTHREAD${CMAKE_STATIC_LIBRARY_SUFFIX} + -lblas + ) + set(SUNDIALS_INCLUDE_DIRS ${SUNDIALS_INCLUDE_DIRS} + "${CMAKE_SOURCE_DIR}/ThirdParty/SuperLU_MT_3.1/SRC/") +endif() + set(GSL_LITE_INCLUDE_DIR "${CMAKE_SOURCE_DIR}/ThirdParty/gsl") # AMICI requires BLAS, currently Intel MKL, CBLAS or MATLAB BLAS can be used. diff --git a/INSTALL.md b/INSTALL.md index d19d8a2436..7299e8a08e 100755 --- a/INSTALL.md +++ b/INSTALL.md @@ -7,7 +7,9 @@ The sources for AMICI are accessible as - Source [zip](https://github.com/ICB-DCM/AMICI/zipball/master) - GIT repository on [github](https://github.com/ICB-DCM/AMICI) -### Obtaining AMICI via the GIT versioning system +If AMICI was downloaded as a zip, it needs to be unpacked in a convenient directory. If AMICI was obtained via cloning of the git repository, no further unpacking is necessary. + +### Obtaining AMICI via the GIT version control system In order to always stay up-to-date with the latest AMICI versions, simply pull it from our GIT repository and recompile it when a new release is available. For more information about GIT checkout their [website](http://git-scm.com/) @@ -15,10 +17,6 @@ The GIT repository can currently be found at https://github.com/ICB-DCM/AMICI an git clone https://github.com/ICB-DCM/AMICI.git AMICI -## Installation - -If AMICI was downloaded as a zip, it needs to be unpacked in a convenient directory. If AMICI was obtained via cloning of the git repository, no further unpacking is necessary. - ### Dependencies The MATLAB interface only depends on the symbolic toolbox, which is needed for model compilation, but not simulation. @@ -82,7 +80,7 @@ For the compilation of .mex files, MATLAB needs to be configured with a working For a list of supported compilers we refer to the mathworks documentation: [mathworks.com](http://mathworks.com/support/compilers/R2018b/index.html) Note that Microsoft Visual Studio compilers are currently not supported. -### python +### Python To use AMICI from python, install the module and all other requirements using pip: @@ -167,7 +165,9 @@ To use AMICI from C++, run the ./scripts/buildSuitesparse.sh ./scripts/buildAmici.sh -script to compile amici libary. The static library file can then be linked from +script to compile amici library. + +The static library file can then be linked from ./build/libamici.a @@ -175,6 +175,14 @@ In CMake-based packages, amici can be linked via find_package(Amici) +*Optional*: To build AMICI with SuperLU_MT support, run + + ./scripts/buildSuperLUMT.sh + ./scripts/buildSundials.sh + cd build/ + cmake -DSUNDIALS_SUPERLUMT_ENABLE=ON .. + make + ## Dependencies The MATLAB interface requires the Mathworks Symbolic Toolbox for model generation via `amiwrap(...)`, but not for execution of precompiled models. Currently MATLAB R2018a or newer is not supported (see https://github.com/ICB-DCM/AMICI/issues/307) @@ -199,3 +207,11 @@ __Algorithm 837: AMD__, an approximate minimum degree ordering algorithm, Patric __Algorithm 836: COLAMD__, a column approximate minimum degree ordering algorithm, Timothy A. Davis, John R. Gilbert, Stefan I. Larimore, Esmond G. Ng _ACM Transactions on Mathematical Software_, Vol 30, Issue 3, 2004, pp 377 - 380. [PDF](http://dl.acm.org/authorize?734450) + + +### Optional + +__SuperLU_MT__, "a general purpose library for the direct solution of large, +sparse, nonsymmetric systems of linear equations" +(https://crd-legacy.lbl.gov/~xiaoye/SuperLU/#superlu_mt). +SuperLU_MT is optional and is so far only available from the C++ interface. diff --git a/include/amici/defines.h b/include/amici/defines.h index 65732c9d23..15fe280acc 100644 --- a/include/amici/defines.h +++ b/include/amici/defines.h @@ -102,7 +102,8 @@ enum class LinearSolver { SPGMR = 6, SPBCG = 7, SPTFQMR = 8, - KLU = 9 + KLU = 9, + SuperLUMT = 10, }; /** CVODES/IDAS forward sensitivity computation method */ @@ -131,20 +132,13 @@ enum class NonlinearSolverIteration { newton = 2 }; -/** KLU state reordering */ -enum class StateOrdering { - AMD, - COLAMD, - natural -}; - /** Sensitivity computation mode in steadyStateProblem */ enum class SteadyStateSensitivityMode { newtonOnly, simulationFSA }; -/** State in which the steady state computionat finished */ +/** State in which the steady state computation finished */ enum class NewtonStatus { failed=-1, newt=1, diff --git a/include/amici/newton_solver.h b/include/amici/newton_solver.h index a632f5ffe6..efc5a1d6bc 100644 --- a/include/amici/newton_solver.h +++ b/include/amici/newton_solver.h @@ -4,8 +4,7 @@ #include "amici/vector.h" #include "amici/defines.h" #include "amici/sundials_matrix_wrapper.h" - -#include "sundials/sundials_linearsolver.h" // SUNLinearSolver +#include "amici/sundials_linsol_wrapper.h" #include @@ -25,13 +24,49 @@ class AmiVector; class NewtonSolver { public: + /** + * Initializes all members with the provided objects + * + * @param t pointer to time variable + * @param x pointer to state variables + * @param model pointer to the AMICI model object + * @param rdata pointer to the return data object + */ NewtonSolver(realtype *t, AmiVector *x, Model *model, ReturnData *rdata); + /** + * Factory method to create a NewtonSolver based on linsolType + * + * @param t pointer to time variable + * @param x pointer to state variables + * @param linsolType integer indicating which linear solver to use + * @param model pointer to the AMICI model object + * @param rdata pointer to the return data object + * @param maxlinsteps maximum number of allowed linear steps per Newton step for steady state computation + * @param maxsteps maximum number of allowed Newton steps for steady state computation + * @param atol absolute tolerance + * @param rtol relative tolerance + * @return solver NewtonSolver according to the specified linsolType + */ static std::unique_ptr getSolver(realtype *t, AmiVector *x, LinearSolver linsolType, Model *model, ReturnData *rdata, int maxlinsteps, int maxsteps, double atol, double rtol); + /** + * Computes the solution of one Newton iteration + * + * @param ntry integer newton_try integer start number of Newton solver + * (1 or 2) + * @param nnewt integer number of current Newton step + * @param delta containing the RHS of the linear system, will be + * overwritten by solution to the linear system + */ void getStep(int ntry, int nnewt, AmiVector *delta); + /** + * Computes steady state sensitivities + * + * @param sx pointer to state variable sensitivities + */ void computeNewtonSensis(AmiVectorArray *sx); /** @@ -88,16 +123,41 @@ class NewtonSolver { class NewtonSolverDense : public NewtonSolver { public: + /** + * Constructor, initializes all members with the provided objects + * and initializes temporary storage objects + * + * @param t pointer to time variable + * @param x pointer to state variables + * @param model pointer to the AMICI model object + * @param rdata pointer to the return data object + */ + NewtonSolverDense(realtype *t, AmiVector *x, Model *model, ReturnData *rdata); ~NewtonSolverDense() override; + /** + * Solves the linear system for the Newton step + * + * @param rhs containing the RHS of the linear system, will be + * overwritten by solution to the linear system + */ void solveLinearSystem(AmiVector *rhs) override; + + /** + * Writes the Jacobian for the Newton iteration and passes it to the linear + * solver + * + * @param ntry integer newton_try integer start number of Newton solver + * (1 or 2) + * @param nnewt integer number of current Newton step + */ void prepareLinearSystem(int ntry, int nnewt) override; private: /** temporary storage of Jacobian */ SUNMatrixWrapper Jtmp; - + /** dense linear solver */ SUNLinearSolver linsol = nullptr; }; @@ -110,16 +170,40 @@ class NewtonSolverDense : public NewtonSolver { class NewtonSolverSparse : public NewtonSolver { public: + /** + * Constructor, initializes all members with the provided objects, + * initializes temporary storage objects and the klu solver + * + * @param t pointer to time variable + * @param x pointer to state variables + * @param model pointer to the AMICI model object + * @param rdata pointer to the return data object + */ NewtonSolverSparse(realtype *t, AmiVector *x, Model *model, ReturnData *rdata); ~NewtonSolverSparse() override; + /** + * Solves the linear system for the Newton step + * + * @param rhs containing the RHS of the linear system,will be + * overwritten by solution to the linear system + */ void solveLinearSystem(AmiVector *rhs) override; + + /** + * Writes the Jacobian for the Newton iteration and passes it to the linear + * solver + * + * @param ntry integer newton_try integer start number of Newton solver + * (1 or 2) + * @param nnewt integer number of current Newton step + */ void prepareLinearSystem(int ntry, int nnewt) override; private: /** temporary storage of Jacobian */ SUNMatrixWrapper Jtmp; - + /** sparse linear solver */ SUNLinearSolver linsol = nullptr; }; @@ -132,11 +216,46 @@ class NewtonSolverSparse : public NewtonSolver { class NewtonSolverIterative : public NewtonSolver { public: + /** + * Constructor, initializes all members with the provided objects + * @param t pointer to time variable + * @param x pointer to state variables + * @param model pointer to the AMICI model object + * @param rdata pointer to the return data object + */ NewtonSolverIterative(realtype *t, AmiVector *x, Model *model, ReturnData *rdata); virtual ~NewtonSolverIterative() = default; + /** + * Solves the linear system for the Newton step by passing it to + * linsolveSPBCG + * + * @param rhs containing the RHS of the linear system, will be + * overwritten by solution to the linear system + */ void solveLinearSystem(AmiVector *rhs) override; + + /** + * Writes the Jacobian for the Newton iteration and passes it to the linear + * solver. + * Also wraps around getSensis for iterative linear solver. + * + * @param ntry integer newton_try integer start number of Newton solver + * (1 or 2) + * @param nnewt integer number of current Newton step + */ void prepareLinearSystem(int ntry, int nnewt) override; + + /** + * Iterative linear solver created from SPILS BiCG-Stab. + * Solves the linear system within each Newton step if iterative solver is + * chosen. + * + * @param ntry integer newton_try integer start number of Newton solver + * (1 or 2) + * @param nnewt integer number of current Newton step + * @param ns_delta Newton step + */ void linsolveSPBCG(int ntry, int nnewt, AmiVector *ns_delta); private: diff --git a/include/amici/solver.h b/include/amici/solver.h index 0d9da0d8e8..b5b9b89ac1 100644 --- a/include/amici/solver.h +++ b/include/amici/solver.h @@ -555,17 +555,23 @@ class Solver { void setInterpolationType(InterpolationType interpType); /** - * @brief sets KLU state ordering mode - * @return + * @brief Gets KLU / SuperLUMT state ordering mode + * + * @return State-ordering as integer according to + * SUNLinSolKLU::StateOrdering or SUNLinSolSuperLUMT::StateOrdering + * (which differ). */ - StateOrdering getStateOrdering() const; + int getStateOrdering() const; /** - * @brief sets KLU state ordering mode (only applies when linsol is set to - * amici.AMICI_KLU) + * @brief Sets KLU / SuperLUMT state ordering mode + * + * This only applies when linsol is set to LinearSolver::KLU or + * LinearSolver::SuperLUMT. Mind the difference between + * SUNLinSolKLU::StateOrdering and SUNLinSolSuperLUMT::StateOrdering. * @param ordering state ordering */ - void setStateOrdering(StateOrdering ordering); + void setStateOrdering(int ordering); /** * @brief returns stability limit detection mode @@ -1160,7 +1166,7 @@ class Solver { booleantype stldet = true; /** state ordering */ - StateOrdering ordering = StateOrdering::AMD; + int ordering = static_cast(SUNLinSolKLU::StateOrdering::AMD); /** maximum number of allowed Newton steps for steady state computation */ int newton_maxsteps = 0; diff --git a/include/amici/sundials_linsol_wrapper.h b/include/amici/sundials_linsol_wrapper.h index b4e12f7eac..e1351d9806 100644 --- a/include/amici/sundials_linsol_wrapper.h +++ b/include/amici/sundials_linsol_wrapper.h @@ -5,6 +5,7 @@ #include "amici/sundials_matrix_wrapper.h" #include "amici/vector.h" +#include #include #include #include @@ -13,7 +14,9 @@ #include #include #include - +#ifdef SUNDIALS_SUPERLUMT +#include +#endif #include #include @@ -187,6 +190,13 @@ class SUNLinSolDense : public SUNLinSolWrapper { */ class SUNLinSolKLU : public SUNLinSolWrapper { public: + /** KLU state reordering (different from SuperLUMT ordering!) */ + enum class StateOrdering { + AMD, + COLAMD, + natural + }; + /** * @brief Create KLU solver with given matrix * @param x A template for cloning vectors needed within the solver. @@ -228,6 +238,68 @@ class SUNLinSolKLU : public SUNLinSolWrapper { SUNMatrixWrapper A; }; +#ifdef SUNDIALS_SUPERLUMT +/** + * @brief SUNDIALS SuperLUMT sparse direct solver. + */ +class SUNLinSolSuperLUMT : public SUNLinSolWrapper { + public: + /** SuperLUMT ordering (different from KLU ordering!) */ + enum class StateOrdering { + natural, + minDegATA, + minDegATPlusA, + COLAMD, + }; + + /** + * @brief Create SuperLUMT solver with given matrix + * @param x A template for cloning vectors needed within the solver. + * @param A sparse matrix + * @param numThreads Number of threads to be used by SuperLUMT + */ + SUNLinSolSuperLUMT(N_Vector x, SUNMatrix A, int numThreads); + + /** + * @brief Create SuperLUMT solver and matrix to operate on + * + * Will set number of threads according to environment variable + * AMICI_SUPERLUMT_NUM_THREADS. Will default to 1 thread if unset. + * + * @param x A template for cloning vectors needed within the solver. + * @param nnz Number of non-zeros in matrix A + * @param sparsetype Sparse matrix type (CSC_MAT, CSR_MAT) + * @param ordering + */ + SUNLinSolSuperLUMT(AmiVector const &x, int nnz, int sparsetype, + StateOrdering ordering); + + /** + * @brief Create SuperLUMT solver and matrix to operate on + * @param x A template for cloning vectors needed within the solver. + * @param nnz Number of non-zeros in matrix A + * @param sparsetype Sparse matrix type (CSC_MAT, CSR_MAT) + * @param ordering + * @param numThreads Number of threads to be used by SuperLUMT + */ + SUNLinSolSuperLUMT(AmiVector const &x, int nnz, int sparsetype, + StateOrdering ordering, int numThreads); + + SUNMatrix getMatrix() const override; + + /** + * @brief Sets the ordering used by SuperLUMT for reducing fill in the + * linear solve. + * @param ordering + */ + void setOrdering(StateOrdering ordering); + + private: + /** Sparse matrix A for solver, only if created by here. */ + SUNMatrixWrapper A; +}; + +#endif /** * @brief SUNDIALS scaled preconditioned CG (Conjugate Gradient method) (PCG) @@ -308,7 +380,8 @@ class SUNLinSolSPBCGS : public SUNLinSolWrapper { * PREC_BOTH) * @param maxl Maximum number of solver iterations */ - SUNLinSolSPBCGS(N_Vector x, int pretype, int maxl); + SUNLinSolSPBCGS(N_Vector x, int pretype = PREC_NONE, + int maxl = SUNSPBCGS_MAXL_DEFAULT); /** * @brief SUNLinSolSPBCGS @@ -317,7 +390,8 @@ class SUNLinSolSPBCGS : public SUNLinSolWrapper { * PREC_BOTH) * @param maxl Maximum number of solver iterations */ - SUNLinSolSPBCGS(AmiVector const &x, int pretype, int maxl); + SUNLinSolSPBCGS(AmiVector const &x, int pretype = PREC_NONE, + int maxl = SUNSPBCGS_MAXL_DEFAULT); /** * @brief Sets the function pointer for ATimes @@ -449,7 +523,8 @@ class SUNLinSolSPGMR : public SUNLinSolWrapper { * PREC_BOTH) * @param maxl Maximum number of solver iterations */ - SUNLinSolSPGMR(AmiVector const &x, int pretype, int maxl); + SUNLinSolSPGMR(AmiVector const &x, int pretype = PREC_NONE, + int maxl = SUNSPGMR_MAXL_DEFAULT); /** * @brief Sets the function pointer for ATimes @@ -515,7 +590,8 @@ class SUNLinSolSPTFQMR : public SUNLinSolWrapper { * PREC_BOTH) * @param maxl Maximum number of solver iterations */ - SUNLinSolSPTFQMR(N_Vector x, int pretype, int maxl); + SUNLinSolSPTFQMR(N_Vector x, int pretype = PREC_NONE, + int maxl = SUNSPTFQMR_MAXL_DEFAULT); /** * @brief Create SPTFQMR solver @@ -524,7 +600,8 @@ class SUNLinSolSPTFQMR : public SUNLinSolWrapper { * PREC_BOTH) * @param maxl Maximum number of solver iterations */ - SUNLinSolSPTFQMR(AmiVector const &x, int pretype, int maxl); + SUNLinSolSPTFQMR(AmiVector const &x, int pretype = PREC_NONE, + int maxl = SUNSPTFQMR_MAXL_DEFAULT); /** * @brief Sets the function pointer for ATimes diff --git a/scripts/buildSundials.sh b/scripts/buildSundials.sh index b464f4ecea..3fa05920cf 100755 --- a/scripts/buildSundials.sh +++ b/scripts/buildSundials.sh @@ -10,6 +10,15 @@ AMICI_PATH=$(cd $SCRIPT_PATH/.. && pwd) SUITESPARSE_ROOT="${AMICI_PATH}/ThirdParty/SuiteSparse" SUNDIALS_BUILD_PATH="${AMICI_PATH}/ThirdParty/sundials/build/" +# enable SuperLUMT support if library exists +SuperLUMT="" +if [[ -f ${AMICI_PATH}/ThirdParty/SuperLU_MT_3.1/lib/libsuperlu_mt_PTHREAD.a ]] +then + SuperLUMT="-DSUPERLUMT_ENABLE=ON -DBLAS_ENABLE=ON \ + -DSUPERLUMT_INCLUDE_DIR=${AMICI_PATH}/ThirdParty/SuperLU_MT_3.1/SRC/ \ + -DSUPERLUMT_LIBRARY_DIR=${AMICI_PATH}/ThirdParty/SuperLU_MT_3.1/lib/" +fi + mkdir -p ${SUNDIALS_BUILD_PATH} cd ${SUNDIALS_BUILD_PATH} @@ -27,6 +36,7 @@ cmake -DCMAKE_INSTALL_PREFIX="${SUNDIALS_BUILD_PATH}" \ -DKLU_ENABLE=ON \ -DKLU_LIBRARY_DIR="${SUITESPARSE_ROOT}/lib" \ -DKLU_INCLUDE_DIR="${SUITESPARSE_ROOT}/include" \ +${SuperLUMT} \ .. make diff --git a/scripts/buildSuperLUMT.sh b/scripts/buildSuperLUMT.sh new file mode 100755 index 0000000000..0164a7af89 --- /dev/null +++ b/scripts/buildSuperLUMT.sh @@ -0,0 +1,29 @@ +#!/usr/bin/env bash +# +# Build SuperLUMT +# +set -e + +SCRIPT_PATH=$(dirname $BASH_SOURCE) +AMICI_PATH=$(cd ${SCRIPT_PATH}/.. && pwd) + +cd ${AMICI_PATH}/ThirdParty + +if [[ ! -d SuperLU_MT_3.1 ]]; then + if [[ ! -f superlu_mt_3.1.tar.gz ]]; then + wget https://crd-legacy.lbl.gov/~xiaoye/SuperLU/superlu_mt_3.1.tar.gz + fi + tar -xzf superlu_mt_3.1.tar.gz SuperLU_MT_3.1/ +fi + +cd SuperLU_MT_3.1/ +# interferes with std::queue +test -f SRC/queue && mv SRC/queue SRC/queue.bak +cp MAKE_INC/make.pthread make.inc +# Add -fPIC +sed -ri 's/(CFLAGS\W*=\W*.*)(\#.*)/\1-fPIC \2/' make.inc +# Use 64bit integers +sed -ri 's/# (CFLAGS\W*+=.*-D_LONGINT.*)/\1/' make.inc +sed -ri 's/# (FFLAGS\W*+=.*-fdefault-integer-8.*)/\1/' make.inc + +make superlulib diff --git a/src/hdf5.cpp b/src/hdf5.cpp index a706ac88c0..562816a7ea 100644 --- a/src/hdf5.cpp +++ b/src/hdf5.cpp @@ -590,8 +590,7 @@ void readSolverSettingsFromHDF5(H5::H5File const& file, Solver &solver, if(attributeExists(file, datasetPath, "ordering")) { solver.setStateOrdering( - static_cast( - getIntScalarAttribute(file, datasetPath, "ordering"))); + getIntScalarAttribute(file, datasetPath, "ordering")); } if(attributeExists(file, datasetPath, "interpType")) { diff --git a/src/interface_matlab.cpp b/src/interface_matlab.cpp index dca30dd80b..52be093147 100644 --- a/src/interface_matlab.cpp +++ b/src/interface_matlab.cpp @@ -365,7 +365,7 @@ void setSolverOptions(const mxArray *prhs[], int nrhs, Solver &solver) } if (mxGetProperty(prhs[RHS_OPTIONS], 0, "ordering")) { - solver.setStateOrdering(static_cast(dbl2int(mxGetScalar(mxGetProperty(prhs[RHS_OPTIONS], 0, "ordering"))))); + solver.setStateOrdering(dbl2int(mxGetScalar(mxGetProperty(prhs[RHS_OPTIONS], 0, "ordering")))); } if (mxGetProperty(prhs[RHS_OPTIONS], 0, "stldet")) { diff --git a/src/newton_solver.cpp b/src/newton_solver.cpp index f71a2e1959..fa62a0252f 100644 --- a/src/newton_solver.cpp +++ b/src/newton_solver.cpp @@ -1,9 +1,7 @@ #include "amici/newton_solver.h" -#include "amici/defines.h" #include "amici/model.h" #include "amici/solver.h" -#include "amici/vector.h" #include "amici/steadystateproblem.h" #include "amici/forwardproblem.h" #include "amici/rdata.h" @@ -21,14 +19,6 @@ namespace amici { NewtonSolver::NewtonSolver(realtype *t, AmiVector *x, Model *model, ReturnData *rdata) : model(model), rdata(rdata), xdot(x->getLength()), dx(x->getLength()) { - /** - * default constructor, initializes all members with the provided objects - * - * @param t pointer to time variable - * @param x pointer to state variables - * @param model pointer to the AMICI model object - * @param rdata pointer to the return data object - */ this->t = t; this->x = x; } @@ -38,23 +28,6 @@ NewtonSolver::NewtonSolver(realtype *t, AmiVector *x, Model *model, ReturnData * std::unique_ptr NewtonSolver::getSolver( realtype *t, AmiVector *x, LinearSolver linsolType, Model *model, ReturnData *rdata, int maxlinsteps, int maxsteps, double atol, double rtol) { - /** - * Tries to determine the steady state of the ODE system by a Newton - * solver, uses forward intergration, if the Newton solver fails, - * restarts Newton solver, if integration fails. - * Computes steady state sensitivities - * - * @param t pointer to time variable - * @param x pointer to state variables - * @param linsolType integer indicating which linear solver to use - * @param model pointer to the AMICI model object - * @param rdata pointer to the return data object - * @param maxlinsteps maximum number of allowed linear steps per Newton step for steady state computation - * @param maxsteps maximum number of allowed Newton steps for steady state computation - * @param atol absolute tolerance - * @param rtol relative tolerance - * @return solver NewtonSolver according to the specified linsolType - */ std::unique_ptr solver; @@ -89,6 +62,8 @@ std::unique_ptr NewtonSolver::getSolver( throw NewtonFailure(AMICI_NOT_IMPLEMENTED, "getSolver"); /* SPARSE SOLVERS */ + case LinearSolver::SuperLUMT: + throw NewtonFailure(AMICI_NOT_IMPLEMENTED, "getSolver"); case LinearSolver::KLU: solver.reset(new NewtonSolverSparse(t, x, model, rdata)); break; @@ -107,15 +82,6 @@ std::unique_ptr NewtonSolver::getSolver( /* ------------------------------------------------------------------------- */ void NewtonSolver::getStep(int ntry, int nnewt, AmiVector *delta) { - /** - * Computes the solution of one Newton iteration - * - * @param ntry integer newton_try integer start number of Newton solver - * (1 or 2) - * @param nnewt integer number of current Newton step - * @param delta containing the RHS of the linear system, will be - * overwritten by solution to the linear system - */ this->prepareLinearSystem(ntry, nnewt); @@ -126,11 +92,6 @@ void NewtonSolver::getStep(int ntry, int nnewt, AmiVector *delta) { /* ------------------------------------------------------------------------- */ void NewtonSolver::computeNewtonSensis(AmiVectorArray *sx) { - /** - * Computes steady state sensitivities - * - * @param sx pointer to state variable sensitivities - */ prepareLinearSystem(0, -1); model->fdxdotdp(*t, x, &dx); @@ -146,22 +107,11 @@ void NewtonSolver::computeNewtonSensis(AmiVectorArray *sx) { /* - Dense linear solver --------------------------------------------------- */ /* ------------------------------------------------------------------------- */ -/* Derived class for dense linear solver */ NewtonSolverDense::NewtonSolverDense(realtype *t, AmiVector *x, Model *model, ReturnData *rdata) : NewtonSolver(t, x, model, rdata), Jtmp(model->nx_solver, model->nx_solver), linsol(SUNLinSol_Dense(x->getNVector(), Jtmp.get())) { - /** - * default constructor, initializes all members with the provided objects - * and - * initializes temporary storage objects - * - * @param t pointer to time variable - * @param x pointer to state variables - * @param model pointer to the AMICI model object - * @param rdata pointer to the return data object - */ int status = SUNLinSolInitialize_Dense(linsol); if(status != AMICI_SUCCESS) throw NewtonFailure(status, "SUNLinSolInitialize_Dense"); @@ -170,15 +120,6 @@ NewtonSolverDense::NewtonSolverDense(realtype *t, AmiVector *x, Model *model, Re /* ------------------------------------------------------------------------- */ void NewtonSolverDense::prepareLinearSystem(int /*ntry*/, int /*nnewt*/) { - /** - * Writes the Jacobian for the Newton iteration and passes it to the linear - * solver - * - * @param ntry integer newton_try integer start number of Newton solver - * (1 or 2) - * @param nnewt integer number of current Newton step - */ - model->fJ(*t, 0.0, x, &dx, &xdot, Jtmp.get()); int status = SUNLinSolSetup_Dense(linsol, Jtmp.get()); if(status != AMICI_SUCCESS) @@ -188,18 +129,11 @@ void NewtonSolverDense::prepareLinearSystem(int /*ntry*/, int /*nnewt*/) { /* ------------------------------------------------------------------------- */ void NewtonSolverDense::solveLinearSystem(AmiVector *rhs) { - /** - * Solves the linear system for the Newton step - * - * @param rhs containing the RHS of the linear system, will be - * overwritten by solution to the linear system - */ - int status = SUNLinSolSolve_Dense(linsol, Jtmp.get(), rhs->getNVector(), rhs->getNVector(), 0.0); // last argument is tolerance and does not have any influence on result - + if(status != AMICI_SUCCESS) throw NewtonFailure(status, "SUNLinSolSolve_Dense"); } @@ -221,15 +155,6 @@ NewtonSolverSparse::NewtonSolverSparse(realtype *t, AmiVector *x, Model *model, Jtmp(model->nx_solver, model->nx_solver, model->nnz, CSC_MAT), linsol(SUNKLU(x->getNVector(), Jtmp.get())) { - /** - * default constructor, initializes all members with the provided objects, - * initializes temporary storage objects and the klu solver - * - * @param t pointer to time variable - * @param x pointer to state variables - * @param model pointer to the AMICI model object - * @param rdata pointer to the return data object - */ int status = SUNLinSolInitialize_KLU(linsol); if(status != AMICI_SUCCESS) throw NewtonFailure(status, "SUNLinSolInitialize_KLU"); @@ -238,38 +163,22 @@ NewtonSolverSparse::NewtonSolverSparse(realtype *t, AmiVector *x, Model *model, /* ------------------------------------------------------------------------- */ void NewtonSolverSparse::prepareLinearSystem(int /*ntry*/, int /*nnewt*/) { - /** - * Writes the Jacobian for the Newton iteration and passes it to the linear - * solver - * - * @param ntry integer newton_try integer start number of Newton solver - * (1 or 2) - * @param nnewt integer number of current Newton step - */ - /* Get sparse Jacobian */ model->fJSparse(*t, 0.0, x, &dx, &xdot, Jtmp.get()); int status = SUNLinSolSetup_KLU(linsol, Jtmp.get()); if(status != AMICI_SUCCESS) throw NewtonFailure(status, "SUNLinSolSetup_KLU"); -} // namespace amici +} /* ------------------------------------------------------------------------- */ void NewtonSolverSparse::solveLinearSystem(AmiVector *rhs) { - /** - * Solves the linear system for the Newton step - * - * @param rhs containing the RHS of the linear system,will be - * overwritten by solution to the linear system - */ - /* Pass pointer to the linear solver */ int status = SUNLinSolSolve_KLU(linsol, Jtmp.get(), rhs->getNVector(), rhs->getNVector(), 0.0); // last argument is tolerance and does not have any influence on result - + if(status != AMICI_SUCCESS) throw NewtonFailure(status, "SUNLinSolSolve_Dense"); } @@ -290,28 +199,11 @@ NewtonSolverIterative::NewtonSolverIterative(realtype *t, AmiVector *x, Model *m ns_t(model->nx_solver), ns_s(model->nx_solver), ns_r(model->nx_solver), ns_rt(model->nx_solver), ns_v(model->nx_solver), ns_Jv(model->nx_solver), ns_tmp(model->nx_solver), ns_Jdiag(model->nx_solver) { - /** - * default constructor, initializes all members with the provided objects - * @param t pointer to time variable - * @param x pointer to state variables - * @param model pointer to the AMICI model object - * @param rdata pointer to the return data object - */ } /* ------------------------------------------------------------------------- */ void NewtonSolverIterative::prepareLinearSystem(int ntry, int nnewt) { - /** - * Writes the Jacobian for the Newton iteration and passes it to the linear - * solver. - * Also wraps around getSensis for iterative linear solver. - * - * @param ntry integer newton_try integer start number of Newton solver - * (1 or 2) - * @param nnewt integer number of current Newton step - */ - newton_try = ntry; i_newton = nnewt; if (nnewt == -1) { @@ -322,36 +214,12 @@ void NewtonSolverIterative::prepareLinearSystem(int ntry, int nnewt) { /* ------------------------------------------------------------------------- */ void NewtonSolverIterative::solveLinearSystem(AmiVector *rhs) { - /** - * Solves the linear system for the Newton step by passing it to - * linsolveSPBCG - * - * @param rhs containing the RHS of the linear system, will be - * overwritten by solution to the linear system - */ - linsolveSPBCG(newton_try, i_newton, rhs); rhs->minus(); } -void NewtonSolverIterative::linsolveSPBCG(int ntry,int nnewt, AmiVector *ns_delta) { - /** - * Iterative linear solver created from SPILS BiCG-Stab. - * Solves the linear system within each Newton step if iterative solver is - * chosen. - * - * @param ntry integer newton_try integer start number of Newton solver - * (1 or 2) - * @param nnewt integer number of current Newton step - * @param ns_delta Newton step - */ - - double rho; - double alpha; - double omega; - double res; - +void NewtonSolverIterative::linsolveSPBCG(int ntry, int nnewt, AmiVector *ns_delta) { xdot = *ns_delta; xdot.minus(); @@ -370,9 +238,9 @@ void NewtonSolverIterative::linsolveSPBCG(int ntry,int nnewt, AmiVector *ns_delt ns_v.reset(); ns_delta->reset(); ns_tmp.reset(); - rho = 1.0; - omega = 1.0; - alpha = 1.0; + double rho = 1.0; + double omega = 1.0; + double alpha = 1.0; // can be set to 0 at the moment model->fJv(*t, x, &dx, &xdot, ns_delta, &ns_Jv, 0.0); @@ -380,7 +248,7 @@ void NewtonSolverIterative::linsolveSPBCG(int ntry,int nnewt, AmiVector *ns_delt // ns_r = xdot - ns_Jv; N_VLinearSum(-1.0, ns_Jv.getNVector(), 1.0, xdot.getNVector(), ns_r.getNVector()); N_VDiv(ns_r.getNVector(), ns_Jdiag.getNVector(), ns_r.getNVector()); - res = sqrt(N_VDotProd(ns_r.getNVector(), ns_r.getNVector())); + double res = sqrt(N_VDotProd(ns_r.getNVector(), ns_r.getNVector())); ns_rt = ns_r; for (int i_linstep = 0; i_linstep < maxlinsteps; diff --git a/src/solver.cpp b/src/solver.cpp index a9fb67a2d6..72c927c95a 100644 --- a/src/solver.cpp +++ b/src/solver.cpp @@ -243,19 +243,19 @@ void Solver::initializeLinearSolver(const Model *model, AmiVector *x) { /* ITERATIVE SOLVERS */ case LinearSolver::SPGMR: - linearSolver = std::make_unique(*x, PREC_NONE, SUNSPGMR_MAXL_DEFAULT); + linearSolver = std::make_unique(*x); setLinearSolver(); setJacTimesVecFn(); break; case LinearSolver::SPBCG: - linearSolver = std::make_unique(*x, PREC_NONE, SUNSPBCGS_MAXL_DEFAULT); + linearSolver = std::make_unique(*x); setLinearSolver(); setJacTimesVecFn(); break; case LinearSolver::SPTFQMR: - linearSolver = std::make_unique(*x, PREC_NONE, SUNSPTFQMR_MAXL_DEFAULT); + linearSolver = std::make_unique(*x); setLinearSolver(); setJacTimesVecFn(); break; @@ -263,11 +263,24 @@ void Solver::initializeLinearSolver(const Model *model, AmiVector *x) { /* SPARSE SOLVERS */ case LinearSolver::KLU: - linearSolver = std::make_unique(*x, model->nnz, CSC_MAT, getStateOrdering()); + linearSolver = std::make_unique( + *x, model->nnz, CSC_MAT, + static_cast(getStateOrdering())); setLinearSolver(); setSparseJacFn(); break; +#ifdef SUNDIALS_SUPERLUMT + case LinearSolver::SuperLUMT: + // TODO state ordering + linearSolver = std::make_unique( + *x, model->nnz, CSC_MAT, + static_cast(getStateOrdering())); + + setLinearSolver(); + setSparseJacFn(); + break; +#endif default: throw AmiException("Invalid choice of solver: %d", static_cast(linsol)); } @@ -318,19 +331,19 @@ void Solver::initializeLinearSolverB(const Model *model, AmiVector *xB, const in /* ITERATIVE SOLVERS */ case LinearSolver::SPGMR: - linearSolverB = std::make_unique(*xB, PREC_NONE, SUNSPGMR_MAXL_DEFAULT); + linearSolverB = std::make_unique(*xB); setLinearSolverB(which); setJacTimesVecFnB(which); break; case LinearSolver::SPBCG: - linearSolverB = std::make_unique(*xB, PREC_NONE, SUNSPBCGS_MAXL_DEFAULT); + linearSolverB = std::make_unique(*xB); setLinearSolverB(which); setJacTimesVecFnB(which); break; case LinearSolver::SPTFQMR: - linearSolverB = std::make_unique(*xB, PREC_NONE, SUNSPTFQMR_MAXL_DEFAULT); + linearSolverB = std::make_unique(*xB); setLinearSolverB(which); setJacTimesVecFnB(which); break; @@ -338,11 +351,21 @@ void Solver::initializeLinearSolverB(const Model *model, AmiVector *xB, const in /* SPARSE SOLVERS */ case LinearSolver::KLU: - linearSolverB = std::make_unique(*xB, model->nnz, CSC_MAT, getStateOrdering()); + linearSolverB = std::make_unique( + *xB, model->nnz, CSC_MAT, + static_cast(getStateOrdering())); setLinearSolverB(which); setSparseJacFnB(which); break; - +#ifdef SUNDIALS_SUPERLUMT + case LinearSolver::SuperLUMT: + linearSolverB = std::make_unique( + *xB, model->nnz, CSC_MAT, + static_cast(getStateOrdering())); + setLinearSolverB(which); + setSparseJacFnB(which); + break; +#endif default: throw AmiException("Invalid choice of solver: %d", static_cast(linsol)); } @@ -742,18 +765,26 @@ void Solver::setInterpolationType(InterpolationType interpType) { this->interpType = interpType; } -StateOrdering Solver::getStateOrdering() const { +int Solver::getStateOrdering() const { return ordering; } -void Solver::setStateOrdering(StateOrdering ordering) { +void Solver::setStateOrdering(int ordering) { this->ordering = ordering; if (solverMemory && linsol == LinearSolver::KLU) { auto klu = dynamic_cast(linearSolver.get()); - klu->setOrdering(ordering); + klu->setOrdering(static_cast(ordering)); klu = dynamic_cast(linearSolverB.get()); - klu->setOrdering(ordering); + klu->setOrdering(static_cast(ordering)); + } +#ifdef SUNDIALS_SUPERLUMT + if (solverMemory && linsol == LinearSolver::SuperLUMT) { + auto klu = dynamic_cast(linearSolver.get()); + klu->setOrdering(static_cast(ordering)); + klu = dynamic_cast(linearSolverB.get()); + klu->setOrdering(static_cast(ordering)); } +#endif } int Solver::getStabilityLimitFlag() const { diff --git a/src/steadystateproblem.cpp b/src/steadystateproblem.cpp index 44c06e2835..ae006e60d2 100644 --- a/src/steadystateproblem.cpp +++ b/src/steadystateproblem.cpp @@ -295,6 +295,7 @@ std::unique_ptr SteadystateProblem::createSteadystateSimSolver( switch(solver->getLinearSolver()) { case LinearSolver::dense: case LinearSolver::KLU: + case LinearSolver::SuperLUMT: break; default: throw NewtonFailure(AMICI_NOT_IMPLEMENTED, "invalid solver for steadystate simulation"); diff --git a/src/sundials_linsol_wrapper.cpp b/src/sundials_linsol_wrapper.cpp index e2c4c1669e..ea0b3ac8a2 100644 --- a/src/sundials_linsol_wrapper.cpp +++ b/src/sundials_linsol_wrapper.cpp @@ -1,6 +1,7 @@ -#include #include +#include + #include // bad_alloc #include @@ -367,4 +368,57 @@ int SUNNonLinSolFixedPoint::getSysFn(SUNNonlinSolSysFn *SysFn) const { return SUNNonlinSolGetSysFn_FixedPoint(solver, SysFn); } +#ifdef SUNDIALS_SUPERLUMT + +SUNLinSolSuperLUMT::SUNLinSolSuperLUMT(N_Vector x, SUNMatrix A, int numThreads) + : SUNLinSolWrapper(SUNLinSol_SuperLUMT(x, A, numThreads)) +{ + if (!solver) + throw AmiException("Failed to create solver."); +} + +SUNLinSolSuperLUMT::SUNLinSolSuperLUMT( + const AmiVector &x, int nnz, int sparsetype, + SUNLinSolSuperLUMT::StateOrdering ordering) + : A(SUNMatrixWrapper(x.getLength(), x.getLength(), nnz, sparsetype)) +{ + int numThreads = 1; + if(auto env = std::getenv("AMICI_SUPERLUMT_NUM_THREADS")) { + numThreads = std::max(1, std::stoi(env)); + } + + solver = SUNLinSol_SuperLUMT(x.getNVector(), A.get(), numThreads); + if (!solver) + throw AmiException("Failed to create solver."); + + setOrdering(ordering); +} + +SUNLinSolSuperLUMT::SUNLinSolSuperLUMT(const AmiVector &x, int nnz, + int sparsetype, StateOrdering ordering, + int numThreads) + : A(SUNMatrixWrapper(x.getLength(), x.getLength(), nnz, sparsetype)) +{ + solver = SUNLinSol_SuperLUMT(x.getNVector(), A.get(), numThreads); + if (!solver) + throw AmiException("Failed to create solver."); + + setOrdering(ordering); +} + +SUNMatrix SUNLinSolSuperLUMT::getMatrix() const +{ + return A.get(); +} + + +void SUNLinSolSuperLUMT::setOrdering(StateOrdering ordering) +{ + auto status = SUNLinSol_SuperLUMTSetOrdering(solver, static_cast(ordering)); + if (status != SUNLS_SUCCESS) + throw AmiException("SUNLinSol_SuperLUMTSetOrdering failed with %d", status); +} + +#endif + } // namespace amici diff --git a/tests/cpputest/unittests/testsSerialization.cpp b/tests/cpputest/unittests/testsSerialization.cpp index 0cfbe9328a..aae97bdce8 100644 --- a/tests/cpputest/unittests/testsSerialization.cpp +++ b/tests/cpputest/unittests/testsSerialization.cpp @@ -95,7 +95,7 @@ TEST_GROUP(dataSerialization){ solver.setNewtonMaxSteps(1e6); solver.setNewtonMaxLinearSteps(1e6); solver.setNewtonPreequilibration(true); - solver.setStateOrdering(amici::StateOrdering::COLAMD); + solver.setStateOrdering(static_cast(amici::SUNLinSolKLU::StateOrdering::COLAMD)); solver.setInterpolationType(amici::InterpolationType::polynomial); solver.setStabilityLimitFlag(0); solver.setLinearSolver(amici::LinearSolver::dense); @@ -157,11 +157,11 @@ TEST(dataSerialization, testString) { std::vector(np,0), std::vector(nx,0.0), std::vector(nz,0)); - + amici::ReturnData r(solver, &m); - + std::string serialized = amici::serializeToString(r); - + checkReturnDataEqual(r, amici::deserializeFromString(serialized)); } From 7f52ffc3aa5a4cea3b1ac1e4a9dc885090f75ddf Mon Sep 17 00:00:00 2001 From: Daniel Weindl Date: Wed, 17 Apr 2019 09:12:48 +0200 Subject: [PATCH 3/7] Make dJydy sparse (#686) Make dJydy sparse which should prevent NaN gradient in case NaN output parameters of unobserved observables (Closes #685) - [x] Make dJydy sparse - [x] Check dimensions for matrix vector multiplications (use gsl::span) - [x] Regression test - [x] Updaate fdJyd* - [x] Handle matlab-generated models as before - [x] Cleanup --- include/amici/model.h | 78 ++++++-- include/amici/model_dae.h | 7 +- include/amici/model_ode.h | 7 +- include/amici/sundials_matrix_wrapper.h | 20 +- matlab/@amimodel/generateC.m | 1 + models/model_dirac/model_dirac.h | 5 +- models/model_events/model_events.h | 5 +- .../model_jakstat_adjoint.h | 5 +- .../model_jakstat_adjoint_o2.h | 5 +- .../model_nested_events/model_nested_events.h | 5 +- models/model_neuron/model_neuron.h | 5 +- models/model_neuron_o2/model_neuron_o2.h | 5 +- models/model_robertson/model_robertson.h | 5 +- models/model_steadystate/model_steadystate.h | 5 +- pytest.ini | 4 + python/amici/ode_export.py | 174 ++++++++++++------ python/amici/setup.template.py | 1 + scripts/installAmiciSource.sh | 4 +- scripts/runNotebook.sh | 4 +- src/forwardproblem.cpp | 2 +- src/interface_matlab.cpp | 1 + src/model.cpp | 132 +++++++++---- src/model_header.ODE_template.h | 51 ++--- src/model_ode.cpp | 3 +- src/sundials_matrix_wrapper.cpp | 56 +++--- tests/cpputest/jakstat_adjoint/tests1.cpp | 35 ++++ tests/cpputest/testfunctions.h | 4 +- tests/testMisc.py | 37 +++- 28 files changed, 467 insertions(+), 199 deletions(-) create mode 100644 pytest.ini diff --git a/include/amici/model.h b/include/amici/model.h index 20b6e1ccbe..9e2169761c 100644 --- a/include/amici/model.h +++ b/include/amici/model.h @@ -57,6 +57,8 @@ class Model : public AbstractModel { * @param ndwdp number of nonzero elements in the p derivative of the * repeating elements * @param ndxdotdw number of nonzero elements in the w derivative of xdot + * @param ndJydy number of nonzero elements in the y derivative of dJy + * (dimension nytrue) * @param nnz number of nonzero elements in Jacobian * @param ubw upper matrix bandwidth in the Jacobian * @param lbw lower matrix bandwidth in the Jacobian @@ -70,7 +72,8 @@ class Model : public AbstractModel { Model(const int nx_rdata, const int nxtrue_rdata, const int nx_solver, const int nxtrue_solver, const int ny, const int nytrue, const int nz, const int nztrue, const int ne, const int nJ, const int nw, - const int ndwdx, const int ndwdp, const int ndxdotdw, const int nnz, + const int ndwdx, const int ndwdp, const int ndxdotdw, + std::vector ndJydy, const int nnz, const int ubw, const int lbw, amici::SecondOrderMode o2mode, const std::vector &p, std::vector k, const std::vector &plist, std::vector idlist, @@ -132,6 +135,29 @@ class Model : public AbstractModel { using AbstractModel::fy; using AbstractModel::fz; + /** + * Model specific implementation of fdJydy colptrs + * @param indexptrs column pointers + * @param index ytrue index + */ + virtual void fdJydy_colptrs(sunindextype *indexptrs, int index) { + throw AmiException("Requested functionality is not supported as %s " + "is not implemented for this model!", + __func__); // not implemented + } + + /** + * Model specific implementation of fdxdotdw row vals + * @param indexptrs row val pointers + * @param index ytrue index + */ + virtual void fdJydy_rowvals(sunindextype *indexptrs, int index) { + throw AmiException("Requested functionality is not supported as %s " + "is not implemented for this model!", + __func__); // not implemented + } + + /** * Expands conservation law for states * @param x_rdata pointer to state variables with conservation laws @@ -507,11 +533,11 @@ class Model : public AbstractModel { /** * Sensitivity of time-resolved measurement negative log-likelihood Jy * w.r.t. state variables - * @param dJydx pointer to vector with values of state derivative of Jy + * @param dJydx vector with values of state derivative of Jy * @param it timepoint index * @param edata pointer to experimental data instance */ - void fdJydx(std::vector *dJydx, const int it, + void fdJydx(std::vector &dJydx, const int it, const ExpData *edata); /** @@ -1140,7 +1166,7 @@ class Model : public AbstractModel { * @return that */ bool getAlwaysCheckFinite() const; - + /** * @brief check whether the model was generated from python * @return that @@ -1176,6 +1202,8 @@ class Model : public AbstractModel { const int ndwdp; /** number of nonzero entries in dxdotdw */ const int ndxdotdw; + /** number of nonzero entries in dJydy */ + std::vector ndJydy; /** number of nonzero entries in jacobian */ const int nnz; /** dimension of the augmented objective function for 2nd order ASA */ @@ -1194,29 +1222,37 @@ class Model : public AbstractModel { /** data standard deviation for current timepoint (dimension: ny) */ std::vector sigmay; + /** parameter derivative of data standard deviation for current timepoint * (dimension: nplist x ny, row-major) */ std::vector dsigmaydp; + /** event standard deviation for current timepoint (dimension: nz) */ std::vector sigmaz; + /** parameter derivative of event standard deviation for current timepoint * (dimension: nplist x nz, row-major) */ std::vector dsigmazdp; + /** parameter derivative of data likelihood for current timepoint * (dimension: nplist x nJ, row-major) */ std::vector dJydp; + /** parameter derivative of event likelihood for current timepoint * (dimension: nplist x nJ, row-major) */ std::vector dJzdp; /** change in x at current timepoint (dimension: nx_solver) */ std::vector deltax; + /** change in sx at current timepoint (dimension: nplist x nx_solver, * row-major) */ std::vector deltasx; + /** change in xB at current timepoint (dimension: nJ x nxtrue_cl, row-major) */ std::vector deltaxB; + /** change in qB at current timepoint (dimension: nJ x nplist, row-major) */ std::vector deltaqB; @@ -1351,23 +1387,30 @@ class Model : public AbstractModel { /** Sparse Jacobian (dimension: nnz)*/ SUNMatrixWrapper J; - + /** Sparse dxdotdw temporary storage (dimension: ndxdotdw) */ SUNMatrixWrapper dxdotdw; - + /** Sparse dwdx temporary storage (dimension: ndwdx) */ SUNMatrixWrapper dwdx; - + /** Dense Mass matrix (dimension: nx_solver x nx_solver) */ SUNMatrixWrapper M; /** current observable (dimension: nytrue) */ std::vector my; + /** current event measurement (dimension: nztrue) */ std::vector mz; + + /** Sparse observable derivative of data likelihood + * (dimension nytrue, nJ x ny, ordering = ?) */ + std::vector dJydy; + /** observable derivative of data likelihood (dimension nJ x nytrue x ny, - * ordering = ?) */ - std::vector dJydy; + * ordering = ?) (only used if wasPythonGenerated()==false ) */ + std::vector dJydy_matlab; + /** observable sigma derivative of data likelihood (dimension nJ x nytrue x * ny, ordering = ?) */ std::vector dJydsigma; @@ -1375,41 +1418,51 @@ class Model : public AbstractModel { /** event ouput derivative of event likelihood (dimension nJ x nztrue x nz, * ordering = ?) */ std::vector dJzdz; + /** event sigma derivative of event likelihood (dimension nJ x nztrue x nz, * ordering = ?) */ std::vector dJzdsigma; + /** event ouput derivative of event likelihood at final timepoint (dimension * nJ x nztrue x nz, ordering = ?) */ std::vector dJrzdz; + /** event sigma derivative of event likelihood at final timepoint (dimension * nJ x nztrue x nz, ordering = ?) */ std::vector dJrzdsigma; + /** state derivative of event output (dimension: nz x nx_solver, ordering = * ?) */ std::vector dzdx; + /** parameter derivative of event output (dimension: nz x nplist, ordering = * ?) */ std::vector dzdp; + /** state derivative of event timepoint (dimension: nz x nx_solver, ordering * = ?) */ std::vector drzdx; + /** parameter derivative of event timepoint (dimension: nz x nplist, * ordering = ?) */ std::vector drzdp; + /** parameter derivative of observable (dimension: nplist x ny, row-major) */ std::vector dydp; - /** state derivative of observable (dimension: ny x nx_solver, ordering = ?) - */ + /** state derivative of observable + * (dimension: nx_solver x ny, ordering = row-major) */ std::vector dydx; + /** tempory storage of w data across functions (dimension: nw) */ std::vector w; + /** tempory storage of sparse/dense dwdp data across functions (dimension: ndwdp) */ std::vector dwdp; - + /** tempory storage of stau data across functions (dimension: nplist) */ std::vector stau; @@ -1419,6 +1472,7 @@ class Model : public AbstractModel { /** tempory storage x_rdata (dimension: nx_rdata) */ std::vector x_rdata; + /** tempory storage sx_rdata slice (dimension: nx_rdata) */ std::vector sx_rdata; diff --git a/include/amici/model_dae.h b/include/amici/model_dae.h index 74130e945c..177eab99f2 100644 --- a/include/amici/model_dae.h +++ b/include/amici/model_dae.h @@ -46,6 +46,7 @@ namespace amici { * @param ndwdp number of nonzero elements in the p derivative of the * repeating elements * @param ndxdotdw number of nonzero elements dxdotdw + * @param ndJydy number of nonzero elements dJydy * @param nnz number of nonzero elements in Jacobian * @param ubw upper matrix bandwidth in the Jacobian * @param lbw lower matrix bandwidth in the Jacobian @@ -60,14 +61,16 @@ namespace amici { const int nx_solver, const int nxtrue_solver, const int ny, const int nytrue, const int nz, const int nztrue, const int ne, const int nJ, const int nw, const int ndwdx, - const int ndwdp, const int ndxdotdw, const int nnz, + const int ndwdp, const int ndxdotdw, std::vector ndJydy, + const int nnz, const int ubw, const int lbw, const SecondOrderMode o2mode, std::vector const &p, std::vector const &k, std::vector const &plist, std::vector const &idlist, std::vector const &z2event) : Model(nx_rdata, nxtrue_rdata, nx_solver, nxtrue_solver, ny, - nytrue, nz, nztrue, ne, nJ, nw, ndwdx, ndwdp, ndxdotdw, nnz, + nytrue, nz, nztrue, ne, nJ, nw, ndwdx, ndwdp, ndxdotdw, + ndJydy, nnz, ubw, lbw, o2mode, p, k, plist, idlist, z2event) {} virtual void fJ(realtype t, realtype cj, AmiVector *x, AmiVector *dx, diff --git a/include/amici/model_ode.h b/include/amici/model_ode.h index 34f44a2af3..798e948a27 100644 --- a/include/amici/model_ode.h +++ b/include/amici/model_ode.h @@ -46,6 +46,7 @@ namespace amici { * @param ndwdp number of nonzero elements in the p derivative of the * repeating elements * @param ndxdotdw number of nonzero elements dxdotdw + * @param ndJydy number of nonzero elements dJydy * @param nnz number of nonzero elements in Jacobian * @param ubw upper matrix bandwidth in the Jacobian * @param lbw lower matrix bandwidth in the Jacobian @@ -60,14 +61,16 @@ namespace amici { const int nx_solver, const int nxtrue_solver, const int ny, const int nytrue, const int nz, const int nztrue, const int ne, const int nJ, const int nw, const int ndwdx, - const int ndwdp, const int ndxdotdw, const int nnz, + const int ndwdp, const int ndxdotdw, std::vector ndJydy, + const int nnz, const int ubw, const int lbw, const SecondOrderMode o2mode, std::vector const &p, std::vector const &k, std::vector const &plist, std::vector const &idlist, std::vector const &z2event) : Model(nx_rdata, nxtrue_rdata, nx_solver, nxtrue_solver, ny, - nytrue, nz, nztrue, ne, nJ, nw, ndwdx, ndwdp, ndxdotdw, nnz, + nytrue, nz, nztrue, ne, nJ, nw, ndwdx, ndwdp, ndxdotdw, + ndJydy, nnz, ubw, lbw, o2mode, p, k, plist, idlist, z2event) {} virtual void fJ(realtype t, realtype cj, AmiVector *x, AmiVector *dx, diff --git a/include/amici/sundials_matrix_wrapper.h b/include/amici/sundials_matrix_wrapper.h index 18561d6286..0d773f0944 100644 --- a/include/amici/sundials_matrix_wrapper.h +++ b/include/amici/sundials_matrix_wrapper.h @@ -7,6 +7,8 @@ #include +#include + #include namespace amici { @@ -131,19 +133,12 @@ class SUNMatrixWrapper { * @return index array */ int sparsetype() const; - + /** * @brief reset data to zeroes */ void reset(); - /** - * @brief std::vector interface for multiply - * @param c output vector, may already contain values - * @param b multiplication vector - */ - void multiply(std::vector &c, const std::vector &b) const; - /** * @brief N_Vector interface for multiply * @param c output vector, may already contain values @@ -156,11 +151,16 @@ class SUNMatrixWrapper { * @param c output vector, may already contain values * @param b multiplication vector */ - void multiply(realtype *c, const realtype *b) const; + void multiply(gsl::span c, gsl::span b) const; + + /** + * @brief Set to 0.0 + */ + void zero(); private: void update_ptrs(); - + SUNMatrix matrix = nullptr; realtype *data_ptr = nullptr; sunindextype *indexptrs_ptr = nullptr; diff --git a/matlab/@amimodel/generateC.m b/matlab/@amimodel/generateC.m index 8d1d8be1ba..f40f869ac4 100644 --- a/matlab/@amimodel/generateC.m +++ b/matlab/@amimodel/generateC.m @@ -162,6 +162,7 @@ function generateC(this) fprintf(fid,[' ' num2str(this.ndwdx) ',\n']); fprintf(fid,[' ' num2str(this.ndwdp) ',\n']); fprintf(fid,[' 0,\n']); +fprintf(fid,[' {},\n']); fprintf(fid,[' ' num2str(this.nnz) ',\n']); fprintf(fid,[' ' num2str(this.ubw) ',\n']); fprintf(fid,[' ' num2str(this.lbw) ',\n']); diff --git a/models/model_dirac/model_dirac.h b/models/model_dirac/model_dirac.h index 8063b12f22..c239e42acb 100644 --- a/models/model_dirac/model_dirac.h +++ b/models/model_dirac/model_dirac.h @@ -1,6 +1,6 @@ #ifndef _amici_model_dirac_h #define _amici_model_dirac_h -/* Generated by amiwrap (R2017b) b16b69612f19d7dd9ea78e39ea8b3c89bb4b6efc */ +/* Generated by amiwrap (R2017b) d43d87529b7be0983c74fe22a73d8cf2b64bc286 */ #include #include #include "amici/defines.h" @@ -47,6 +47,7 @@ class Model_model_dirac : public amici::Model_ODE { 0, 0, 0, + {}, 3, 0, 1, @@ -60,7 +61,7 @@ class Model_model_dirac : public amici::Model_ODE { virtual amici::Model* clone() const override { return new Model_model_dirac(*this); }; - const std::string getAmiciCommit() const override { return "b16b69612f19d7dd9ea78e39ea8b3c89bb4b6efc"; }; + const std::string getAmiciCommit() const override { return "d43d87529b7be0983c74fe22a73d8cf2b64bc286"; }; virtual void fJ(realtype *J, const realtype t, const realtype *x, const double *p, const double *k, const realtype *h, const realtype *w, const realtype *dwdx) override { J_model_dirac(J, t, x, p, k, h, w, dwdx); diff --git a/models/model_events/model_events.h b/models/model_events/model_events.h index cbffb64161..053b359cbb 100644 --- a/models/model_events/model_events.h +++ b/models/model_events/model_events.h @@ -1,6 +1,6 @@ #ifndef _amici_model_events_h #define _amici_model_events_h -/* Generated by amiwrap (R2017b) b16b69612f19d7dd9ea78e39ea8b3c89bb4b6efc */ +/* Generated by amiwrap (R2017b) d43d87529b7be0983c74fe22a73d8cf2b64bc286 */ #include #include #include "amici/defines.h" @@ -61,6 +61,7 @@ class Model_model_events : public amici::Model_ODE { 0, 0, 0, + {}, 4, 0, 1, @@ -74,7 +75,7 @@ class Model_model_events : public amici::Model_ODE { virtual amici::Model* clone() const override { return new Model_model_events(*this); }; - const std::string getAmiciCommit() const override { return "b16b69612f19d7dd9ea78e39ea8b3c89bb4b6efc"; }; + const std::string getAmiciCommit() const override { return "d43d87529b7be0983c74fe22a73d8cf2b64bc286"; }; virtual void fJ(realtype *J, const realtype t, const realtype *x, const double *p, const double *k, const realtype *h, const realtype *w, const realtype *dwdx) override { J_model_events(J, t, x, p, k, h, w, dwdx); diff --git a/models/model_jakstat_adjoint/model_jakstat_adjoint.h b/models/model_jakstat_adjoint/model_jakstat_adjoint.h index d9242e15df..ccc2c19954 100644 --- a/models/model_jakstat_adjoint/model_jakstat_adjoint.h +++ b/models/model_jakstat_adjoint/model_jakstat_adjoint.h @@ -1,6 +1,6 @@ #ifndef _amici_model_jakstat_adjoint_h #define _amici_model_jakstat_adjoint_h -/* Generated by amiwrap (R2017b) b16b69612f19d7dd9ea78e39ea8b3c89bb4b6efc */ +/* Generated by amiwrap (R2017b) d43d87529b7be0983c74fe22a73d8cf2b64bc286 */ #include #include #include "amici/defines.h" @@ -50,6 +50,7 @@ class Model_model_jakstat_adjoint : public amici::Model_ODE { 1, 5, 0, + {}, 18, 8, 1, @@ -63,7 +64,7 @@ class Model_model_jakstat_adjoint : public amici::Model_ODE { virtual amici::Model* clone() const override { return new Model_model_jakstat_adjoint(*this); }; - const std::string getAmiciCommit() const override { return "b16b69612f19d7dd9ea78e39ea8b3c89bb4b6efc"; }; + const std::string getAmiciCommit() const override { return "d43d87529b7be0983c74fe22a73d8cf2b64bc286"; }; virtual void fJ(realtype *J, const realtype t, const realtype *x, const double *p, const double *k, const realtype *h, const realtype *w, const realtype *dwdx) override { J_model_jakstat_adjoint(J, t, x, p, k, h, w, dwdx); diff --git a/models/model_jakstat_adjoint_o2/model_jakstat_adjoint_o2.h b/models/model_jakstat_adjoint_o2/model_jakstat_adjoint_o2.h index de22e5f844..4ea6082568 100644 --- a/models/model_jakstat_adjoint_o2/model_jakstat_adjoint_o2.h +++ b/models/model_jakstat_adjoint_o2/model_jakstat_adjoint_o2.h @@ -1,6 +1,6 @@ #ifndef _amici_model_jakstat_adjoint_o2_h #define _amici_model_jakstat_adjoint_o2_h -/* Generated by amiwrap (R2017b) b16b69612f19d7dd9ea78e39ea8b3c89bb4b6efc */ +/* Generated by amiwrap (R2017b) d43d87529b7be0983c74fe22a73d8cf2b64bc286 */ #include #include #include "amici/defines.h" @@ -50,6 +50,7 @@ class Model_model_jakstat_adjoint_o2 : public amici::Model_ODE { 2, 30, 0, + {}, 384, 8, 154, @@ -63,7 +64,7 @@ class Model_model_jakstat_adjoint_o2 : public amici::Model_ODE { virtual amici::Model* clone() const override { return new Model_model_jakstat_adjoint_o2(*this); }; - const std::string getAmiciCommit() const override { return "b16b69612f19d7dd9ea78e39ea8b3c89bb4b6efc"; }; + const std::string getAmiciCommit() const override { return "d43d87529b7be0983c74fe22a73d8cf2b64bc286"; }; virtual void fJ(realtype *J, const realtype t, const realtype *x, const double *p, const double *k, const realtype *h, const realtype *w, const realtype *dwdx) override { J_model_jakstat_adjoint_o2(J, t, x, p, k, h, w, dwdx); diff --git a/models/model_nested_events/model_nested_events.h b/models/model_nested_events/model_nested_events.h index 193aa82106..76a87961e8 100644 --- a/models/model_nested_events/model_nested_events.h +++ b/models/model_nested_events/model_nested_events.h @@ -1,6 +1,6 @@ #ifndef _amici_model_nested_events_h #define _amici_model_nested_events_h -/* Generated by amiwrap (R2017b) b16b69612f19d7dd9ea78e39ea8b3c89bb4b6efc */ +/* Generated by amiwrap (R2017b) d43d87529b7be0983c74fe22a73d8cf2b64bc286 */ #include #include #include "amici/defines.h" @@ -50,6 +50,7 @@ class Model_model_nested_events : public amici::Model_ODE { 0, 0, 0, + {}, 1, 0, 0, @@ -63,7 +64,7 @@ class Model_model_nested_events : public amici::Model_ODE { virtual amici::Model* clone() const override { return new Model_model_nested_events(*this); }; - const std::string getAmiciCommit() const override { return "b16b69612f19d7dd9ea78e39ea8b3c89bb4b6efc"; }; + const std::string getAmiciCommit() const override { return "d43d87529b7be0983c74fe22a73d8cf2b64bc286"; }; virtual void fJ(realtype *J, const realtype t, const realtype *x, const double *p, const double *k, const realtype *h, const realtype *w, const realtype *dwdx) override { J_model_nested_events(J, t, x, p, k, h, w, dwdx); diff --git a/models/model_neuron/model_neuron.h b/models/model_neuron/model_neuron.h index 3ef5d5f1d6..725647012c 100644 --- a/models/model_neuron/model_neuron.h +++ b/models/model_neuron/model_neuron.h @@ -1,6 +1,6 @@ #ifndef _amici_model_neuron_h #define _amici_model_neuron_h -/* Generated by amiwrap (R2017b) b16b69612f19d7dd9ea78e39ea8b3c89bb4b6efc */ +/* Generated by amiwrap (R2017b) d43d87529b7be0983c74fe22a73d8cf2b64bc286 */ #include #include #include "amici/defines.h" @@ -64,6 +64,7 @@ class Model_model_neuron : public amici::Model_ODE { 0, 0, 0, + {}, 4, 1, 1, @@ -77,7 +78,7 @@ class Model_model_neuron : public amici::Model_ODE { virtual amici::Model* clone() const override { return new Model_model_neuron(*this); }; - const std::string getAmiciCommit() const override { return "b16b69612f19d7dd9ea78e39ea8b3c89bb4b6efc"; }; + const std::string getAmiciCommit() const override { return "d43d87529b7be0983c74fe22a73d8cf2b64bc286"; }; virtual void fJ(realtype *J, const realtype t, const realtype *x, const double *p, const double *k, const realtype *h, const realtype *w, const realtype *dwdx) override { J_model_neuron(J, t, x, p, k, h, w, dwdx); diff --git a/models/model_neuron_o2/model_neuron_o2.h b/models/model_neuron_o2/model_neuron_o2.h index 20ff8e8ab5..15428acbf7 100644 --- a/models/model_neuron_o2/model_neuron_o2.h +++ b/models/model_neuron_o2/model_neuron_o2.h @@ -1,6 +1,6 @@ #ifndef _amici_model_neuron_o2_h #define _amici_model_neuron_o2_h -/* Generated by amiwrap (R2017b) b16b69612f19d7dd9ea78e39ea8b3c89bb4b6efc */ +/* Generated by amiwrap (R2017b) d43d87529b7be0983c74fe22a73d8cf2b64bc286 */ #include #include #include "amici/defines.h" @@ -66,6 +66,7 @@ class Model_model_neuron_o2 : public amici::Model_ODE { 2, 0, 0, + {}, 27, 1, 8, @@ -79,7 +80,7 @@ class Model_model_neuron_o2 : public amici::Model_ODE { virtual amici::Model* clone() const override { return new Model_model_neuron_o2(*this); }; - const std::string getAmiciCommit() const override { return "b16b69612f19d7dd9ea78e39ea8b3c89bb4b6efc"; }; + const std::string getAmiciCommit() const override { return "d43d87529b7be0983c74fe22a73d8cf2b64bc286"; }; virtual void fJ(realtype *J, const realtype t, const realtype *x, const double *p, const double *k, const realtype *h, const realtype *w, const realtype *dwdx) override { J_model_neuron_o2(J, t, x, p, k, h, w, dwdx); diff --git a/models/model_robertson/model_robertson.h b/models/model_robertson/model_robertson.h index db6cb508e2..a7203c6a8a 100644 --- a/models/model_robertson/model_robertson.h +++ b/models/model_robertson/model_robertson.h @@ -1,6 +1,6 @@ #ifndef _amici_model_robertson_h #define _amici_model_robertson_h -/* Generated by amiwrap (R2017b) b16b69612f19d7dd9ea78e39ea8b3c89bb4b6efc */ +/* Generated by amiwrap (R2017b) d43d87529b7be0983c74fe22a73d8cf2b64bc286 */ #include #include #include "amici/defines.h" @@ -48,6 +48,7 @@ class Model_model_robertson : public amici::Model_DAE { 2, 1, 0, + {}, 9, 2, 2, @@ -61,7 +62,7 @@ class Model_model_robertson : public amici::Model_DAE { virtual amici::Model* clone() const override { return new Model_model_robertson(*this); }; - const std::string getAmiciCommit() const override { return "b16b69612f19d7dd9ea78e39ea8b3c89bb4b6efc"; }; + const std::string getAmiciCommit() const override { return "d43d87529b7be0983c74fe22a73d8cf2b64bc286"; }; virtual void fJ(realtype *J, const realtype t, const realtype *x, const double *p, const double *k, const realtype *h, const realtype cj, const realtype *dx, const realtype *w, const realtype *dwdx) override { J_model_robertson(J, t, x, p, k, h, cj, dx, w, dwdx); diff --git a/models/model_steadystate/model_steadystate.h b/models/model_steadystate/model_steadystate.h index 9334895607..70c1d08538 100644 --- a/models/model_steadystate/model_steadystate.h +++ b/models/model_steadystate/model_steadystate.h @@ -1,6 +1,6 @@ #ifndef _amici_model_steadystate_h #define _amici_model_steadystate_h -/* Generated by amiwrap (R2017b) b16b69612f19d7dd9ea78e39ea8b3c89bb4b6efc */ +/* Generated by amiwrap (R2017b) d43d87529b7be0983c74fe22a73d8cf2b64bc286 */ #include #include #include "amici/defines.h" @@ -47,6 +47,7 @@ class Model_model_steadystate : public amici::Model_ODE { 2, 1, 0, + {}, 9, 2, 2, @@ -60,7 +61,7 @@ class Model_model_steadystate : public amici::Model_ODE { virtual amici::Model* clone() const override { return new Model_model_steadystate(*this); }; - const std::string getAmiciCommit() const override { return "b16b69612f19d7dd9ea78e39ea8b3c89bb4b6efc"; }; + const std::string getAmiciCommit() const override { return "d43d87529b7be0983c74fe22a73d8cf2b64bc286"; }; virtual void fJ(realtype *J, const realtype t, const realtype *x, const double *p, const double *k, const realtype *h, const realtype *w, const realtype *dwdx) override { J_model_steadystate(J, t, x, p, k, h, w, dwdx); diff --git a/pytest.ini b/pytest.ini new file mode 100644 index 0000000000..8917fb87d5 --- /dev/null +++ b/pytest.ini @@ -0,0 +1,4 @@ +[pytest] +# hundreds of SBML <=5.17 warnings +filterwarnings = + ignore:.*inspect.getargspec\(\) is deprecated.*:DeprecationWarning diff --git a/python/amici/ode_export.py b/python/amici/ode_export.py index 00ecfd58ce..de7e58b015 100644 --- a/python/amici/ode_export.py +++ b/python/amici/ode_export.py @@ -111,6 +111,8 @@ '(realtype *dJydy, const int iy, const realtype *p, ' 'const realtype *k, const realtype *y, ' 'const realtype *sigmay, const realtype *my)', + 'sparse': + True, }, 'dwdp': { 'signature': @@ -1290,31 +1292,34 @@ def _generateSparseSymbol(self, name): """ matrix = self.eq(name) - idx = 0 - sparseMatrix = sp.zeros(matrix.rows, matrix.cols) - symbolList = [] - sparseList = [] - symbolColPtrs = [] - symbolRowVals = [] - for col in range(0, matrix.cols): - symbolColPtrs.append(idx) - for row in range(0, matrix.rows): - if not (matrix[row, col] == 0): - symbolName = f'{name}{idx}' - sparseMatrix[row, col] = sp.Symbol(symbolName) - symbolList.append(symbolName) - sparseList.append(matrix[row, col]) - symbolRowVals.append(row) - idx += 1 - symbolColPtrs.append(idx) - sparseList = sp.Matrix(sparseList) + if name == 'dJydy': + # One entry per y-slice + self._colptrs[name] = [] + self._rowvals[name] = [] + self._sparseeqs[name] = [] + self._sparsesyms[name] = [] + self._syms[name] = [] + base_index = 0 + for iy in range(self.ny()): + symbolColPtrs, symbolRowVals, sparseList, symbolList, \ + sparseMatrix = csc_matrix(matrix[iy, :], name, + base_index=base_index) + base_index += len(symbolList) + self._colptrs[name].append(symbolColPtrs) + self._rowvals[name].append(symbolRowVals) + self._sparseeqs[name].append(sparseList) + self._sparsesyms[name].append(symbolList) + self._syms[name].append(sparseMatrix) + else: + symbolColPtrs, symbolRowVals, sparseList, symbolList, \ + sparseMatrix = csc_matrix(matrix, name) - self._colptrs[name] = symbolColPtrs - self._rowvals[name] = symbolRowVals - self._sparseeqs[name] = sparseList - self._sparsesyms[name] = symbolList - self._syms[name] = sparseMatrix + self._colptrs[name] = symbolColPtrs + self._rowvals[name] = symbolRowVals + self._sparseeqs[name] = sparseList + self._sparsesyms[name] = symbolList + self._syms[name] = sparseMatrix def _compute_equation(self, name): """computes the symbolic formula for a symbolic variable @@ -2162,9 +2167,6 @@ def _write_function_index(self, function, indextype): """ - # function signature - signature = f'(sunindextype *{indextype})' - if indextype == 'colptrs': values = self.model.colptrs(function) elif indextype == 'rowvals': @@ -2173,15 +2175,29 @@ def _write_function_index(self, function, indextype): raise ValueError('Invalid value for type, must be colptr or ' 'rowval') + # function signature + if function in multiobs_functions: + signature = f'(sunindextype *{indextype}, int index)' + else: + signature = f'(sunindextype *{indextype})' + lines = [ '#include "sundials/sundials_types.h"', '', f'void {function}_{indextype}_{self.modelName}{signature}{{', ] - lines.extend( - [' ' * 4 + f'{indextype}[{index}] = {value};' - for index, value in enumerate(values)] - ) + if function in multiobs_functions: + # list of index vectors + cases = {switch_case: [' ' * 4 + f'{indextype}[{index}] = {value};' + for index, value in enumerate(idx_vector)] + for switch_case, idx_vector in enumerate(values)} + lines.extend(getSwitchStatement('index', cases, 1)) + else: + # single index vector + lines.extend( + [' ' * 4 + f'{indextype}[{index}] = {value};' + for index, value in enumerate(values)] + ) lines.append('}') with open(os.path.join( self.modelPath, @@ -2207,7 +2223,8 @@ def _getFunctionBody(self, function, symbol): lines = [] - if min(symbol.shape) == 0: + if len(symbol) == 0 or (isinstance(symbol, sp.Matrix) + and min(symbol.shape) == 0): return lines if not self.allow_reinit_fixpar_initcond \ @@ -2235,8 +2252,12 @@ def _getFunctionBody(self, function, symbol): lines.extend(getSwitchStatement('ip', cases, 1)) elif function in multiobs_functions: - cases = {iobs : self._getSymLines(symbol[:, iobs], function, 0) - for iobs in range(self.model.ny())} + if function == 'dJydy': + cases = {iobs: self._getSymLines(symbol[iobs], function, 0) + for iobs in range(self.model.ny())} + else: + cases = {iobs : self._getSymLines(symbol[:, iobs], function, 0) + for iobs in range(self.model.ny())} lines.extend(getSwitchStatement('iy', cases, 1)) else: @@ -2306,6 +2327,9 @@ def _writeModelHeader(self): 'NDWDP': str(len(self.model.eq('dwdp'))), 'NDWDX': str(len(self.model.sparsesym('dwdx'))), 'NDXDOTDW': str(len(self.model.sparsesym('dxdotdw'))), + 'NDJYDY': 'std::vector{%s}' + % ','.join(str(len(x)) + for x in self.model.sparsesym('dJydy')), 'NNZ': str(len(self.model.sparsesym('JSparse'))), 'UBW': str(self.model.nx_solver()), 'LBW': str(self.model.nx_solver()), @@ -2339,21 +2363,21 @@ def _writeModelHeader(self): for fun in [ 'w', 'dwdp', 'dwdx', 'x_rdata', 'x_solver', 'total_cl', 'dxdotdw', - 'dxdotdp', 'JSparse', 'JSparseB', + 'dxdotdp', 'JSparse', 'JSparseB', 'dJydy' ]: tplData[f'{fun.upper()}_DEF'] = \ - get_function_definition(fun, self.modelName) + get_function_extern_declaration(fun, self.modelName) tplData[f'{fun.upper()}_IMPL'] = \ - get_function_implementation(fun, self.modelName) + get_model_override_implementation(fun, self.modelName) if fun in sparse_functions: tplData[f'{fun.upper()}_COLPTRS_DEF'] = \ - get_sunindex_definition(fun, self.modelName, 'colptrs') + get_sunindex_extern_declaration(fun, self.modelName, 'colptrs') tplData[f'{fun.upper()}_COLPTRS_IMPL'] = \ - get_sunindex_implementation(fun, self.modelName, 'colptrs') + get_sunindex_override_implementation(fun, self.modelName, 'colptrs') tplData[f'{fun.upper()}_ROWVALS_DEF'] = \ - get_sunindex_definition(fun, self.modelName, 'rowvals') + get_sunindex_extern_declaration(fun, self.modelName, 'rowvals') tplData[f'{fun.upper()}_ROWVALS_IMPL'] = \ - get_sunindex_implementation(fun, self.modelName, 'rowvals') + get_sunindex_override_implementation(fun, self.modelName, 'rowvals') if self.model.nx_solver() == self.model.nx_rdata(): tplData['X_RDATA_DEF'] = '' @@ -2639,8 +2663,8 @@ def strip_pysb(symbol): return symbol -def get_function_definition(fun, name): - """Constructs the function definition for a given function +def get_function_extern_declaration(fun, name): + """Constructs the extern function declaration for a given function Arguments: fun: function name @type str @@ -2656,8 +2680,8 @@ def get_function_definition(fun, name): f'extern void {fun}_{name}{functions[fun]["signature"]};' -def get_sunindex_definition(fun, name, indextype): - """Constructs the function definition for an index function of a given +def get_sunindex_extern_declaration(fun, name, indextype): + """Constructs the function declaration for an index function of a given function Arguments: @@ -2666,17 +2690,18 @@ def get_sunindex_definition(fun, name, indextype): indextype: index function {'colptrs', 'rowvals'} @type str Returns: - c++ function definition string + c++ function declaration string Raises: """ + index_arg = ', int index' if fun in multiobs_functions else '' return \ - f'extern void {fun}_{indextype}_{name}(sunindextype *{indextype});' + f'extern void {fun}_{indextype}_{name}(sunindextype *{indextype}{index_arg});' -def get_function_implementation(fun, name): - """Constructs the function implementation for a given function +def get_model_override_implementation(fun, name): + """Constructs amici::Model::* override implementation for a given function Arguments: fun: function name @type str @@ -2701,9 +2726,9 @@ def get_function_implementation(fun, name): ) -def get_sunindex_implementation(fun, name, indextype): - """Constructs the function implementation for an index function of a given - function +def get_sunindex_override_implementation(fun, name, indextype): + """Constructs the amici::Model:: function implementation for an index + function of a given function Arguments: fun: function name @type str @@ -2716,6 +2741,9 @@ def get_sunindex_implementation(fun, name, indextype): Raises: """ + index_arg = ', int index' if fun in multiobs_functions else '' + index_arg_eval = ', index' if fun in multiobs_functions else '' + return \ 'virtual void f{fun}_{indextype}{signature} override {{\n' \ '{ind8}{fun}_{indextype}_{name}{eval_signature};\n' \ @@ -2725,8 +2753,8 @@ def get_sunindex_implementation(fun, name, indextype): fun=fun, indextype=indextype, name=name, - signature=f'(sunindextype *{indextype})', - eval_signature=f'({indextype})', + signature=f'(sunindextype *{indextype}{index_arg})', + eval_signature=f'({indextype}{index_arg_eval})', ) @@ -2806,3 +2834,43 @@ def getSwitchStatement(condition, cases, lines.append(indentation_level * indentation_step + '}') return lines + + +def csc_matrix(matrix, name, base_index=0): + """Generates the sparse symbolic identifiers, symbolic identifiers, + sparse matrix, column pointers and row values for a symbolic + variable + + Arguments: + matrix: dense matrix to be sparsified @type sp.Matrix + name: name of the symbolic variable @type str + base_index: index for first symbol name, defaults to 0 + + Returns: + symbolColPtrs, symbolRowVals, sparseList, symbolList, sparseMatrix + Raises: + + """ + idx = 0 + symbol_name_idx = base_index + sparseMatrix = sp.zeros(matrix.rows, matrix.cols) + symbolList = [] + sparseList = [] + symbolColPtrs = [] + symbolRowVals = [] + for col in range(0, matrix.cols): + symbolColPtrs.append(idx) + for row in range(0, matrix.rows): + if not (matrix[row, col] == 0): + symbolName = f'{name}{symbol_name_idx}' + sparseMatrix[row, col] = sp.Symbol(symbolName) + symbolList.append(symbolName) + sparseList.append(matrix[row, col]) + symbolRowVals.append(row) + idx += 1 + symbol_name_idx += 1 + + symbolColPtrs.append(idx) + sparseList = sp.Matrix(sparseList) + + return symbolColPtrs, symbolRowVals, sparseList, symbolList, sparseMatrix diff --git a/python/amici/setup.template.py b/python/amici/setup.template.py index 94c5e4d9ec..b31b3ea014 100644 --- a/python/amici/setup.template.py +++ b/python/amici/setup.template.py @@ -68,6 +68,7 @@ def getAmiciLibs(): sources=sources, include_dirs=[os.getcwd(), os.path.join(amici_path, 'include'), + os.path.join(amici_path, 'ThirdParty/gsl'), os.path.join(amici_path, 'ThirdParty/sundials/include'), os.path.join(amici_path, 'ThirdParty/SuiteSparse/include'), *h5pkgcfg['include_dirs'], diff --git a/scripts/installAmiciSource.sh b/scripts/installAmiciSource.sh index d325901d61..8db65157a2 100755 --- a/scripts/installAmiciSource.sh +++ b/scripts/installAmiciSource.sh @@ -22,6 +22,8 @@ rm -rf ${AMICI_PATH}/python/sdist/build/ # test install from setup.py python3 -m venv ${AMICI_PATH}/build/venv --clear source ${AMICI_PATH}/build/venv/bin/activate -pip3 install --upgrade pip setuptools pkgconfig wheel scipy matplotlib pysb coverage +# install wheel separately to prevent build_wheel fail in next step +pip3 install --upgrade wheel +pip3 install --upgrade pip setuptools pkgconfig scipy matplotlib pysb coverage pip3 install --verbose -e ${AMICI_PATH}/python/sdist deactivate diff --git a/scripts/runNotebook.sh b/scripts/runNotebook.sh index 90d3952c60..437fb7217a 100755 --- a/scripts/runNotebook.sh +++ b/scripts/runNotebook.sh @@ -1,5 +1,5 @@ #!/bin/bash -# Run jupyter notebooks as given on command line, show output only on error. +# Run jupyter notebooks as given on command line, show output only on error. # If a directory is provided, run all contained notebooks non-recursively. set -x set -e @@ -26,7 +26,7 @@ if [ $# -eq 0 ]; then fi source ${AMICI_PATH}/build/venv/bin/activate -pip3 show ipython || (pip3 install --upgrade jupyter && python3 -m ipykernel install --user --name amici --display-name "Python (amici)") +pip3 show ipython || (pip3 install --upgrade jupyter jupyter_contrib_nbextensions && python3 -m ipykernel install --user --name amici --display-name "Python (amici)") for arg in "$@"; do if [ -d $arg ]; then diff --git a/src/forwardproblem.cpp b/src/forwardproblem.cpp index e19dd305f2..f21b0da4aa 100644 --- a/src/forwardproblem.cpp +++ b/src/forwardproblem.cpp @@ -541,7 +541,7 @@ void ForwardProblem::prepDataSensis(int it) { model->fdsigmaydp(it, rdata, edata); model->fdJydy(it, rdata, edata); model->fdJydsigma(it, rdata, edata); - model->fdJydx(&dJydx, it, edata); + model->fdJydx(dJydx, it, edata); model->fdJydp(it, rdata, edata); } diff --git a/src/interface_matlab.cpp b/src/interface_matlab.cpp index 52be093147..f227d01064 100644 --- a/src/interface_matlab.cpp +++ b/src/interface_matlab.cpp @@ -58,6 +58,7 @@ char amici_blasCBlasTransToBlasTrans(BLASTranspose trans) { case BLASTranspose::conjTrans: return 'C'; } + throw std::invalid_argument("Invalid argument to amici_blasCBlasTransToBlasTrans"); } /*! diff --git a/src/model.cpp b/src/model.cpp index 9c189578cf..64183ea04a 100644 --- a/src/model.cpp +++ b/src/model.cpp @@ -73,26 +73,32 @@ void Model::fsJy(const int it, const std::vector& dJydx, const AmiVect } void Model::fdJydp(const int it, ReturnData *rdata, const ExpData *edata) { - - // dJydy nJ x nytrue x ny + // dJydy nJ, nytrue x ny // dydp nplist * ny // dJydp nplist x nJ // dJydsigma - getmy(it,edata); + getmy(it, edata); std::fill(dJydp.begin(), dJydp.end(), 0.0); for (int iyt = 0; iyt < nytrue; ++iyt) { if (isNaN(my.at(iyt))) continue; - // dJydp = 1.0 * dJydp + 1.0 * dJydy * dydp - amici_dgemm(BLASLayout::colMajor, BLASTranspose::noTrans, BLASTranspose::noTrans, - nJ, nplist(), ny, - 1.0, &dJydy.at(iyt*nJ*ny), nJ, - dydp.data(), ny, - 1.0, dJydp.data(), nJ); - + if(wasPythonGenerated()) { + // dJydp = 1.0 * dJydp + 1.0 * dJydy * dydp + for(int iplist = 0; iplist < nplist(); ++iplist) { + dJydy[iyt].multiply( + gsl::span(&dJydp.at(iplist * nJ), nJ), + gsl::span(&dydp.at(iplist * ny), ny)); + } + } else { + amici_dgemm(BLASLayout::colMajor, BLASTranspose::noTrans, BLASTranspose::noTrans, + nJ, nplist(), ny, + 1.0, &dJydy_matlab.at(iyt*nJ*ny), nJ, + dydp.data(), ny, + 1.0, dJydp.data(), nJ); + } // dJydp = 1.0 * dJydp + 1.0 * dJydsigma * dsigmaydp amici_dgemm(BLASLayout::colMajor, BLASTranspose::noTrans, BLASTranspose::noTrans, nJ, nplist(), ny, @@ -119,22 +125,37 @@ void Model::fdJydp(const int it, ReturnData *rdata, const ExpData *edata) { } } -void Model::fdJydx(std::vector *dJydx, const int it, const ExpData *edata) { +void Model::fdJydx(std::vector& dJydx, const int it, const ExpData *edata) { + + // dJydy: nJ, ny x nytrue + // dydx : ny x nx_solver + // dJydx: nJ x nx_solver x nt + getmy(it, edata); - // dJydy nJ x ny x nytrue - // dydx ny x nx_solver - // dJydx nJ x nx_solver x nt - getmy(it,edata); for (int iyt = 0; iyt < nytrue; ++iyt) { if (isNaN(my.at(iyt))) continue; - // dJydy A[nyt,nJ,ny] * dydx B[ny,nx_solver] = dJydx C[it,nJ,nx_solver] - // slice slice - // M K K N M N - // lda ldb ldc - amici_dgemm(BLASLayout::colMajor, BLASTranspose::noTrans, BLASTranspose::noTrans, - nJ, nx_solver, ny, 1.0, &dJydy.at(iyt*ny*nJ), nJ, dydx.data(), ny, 1.0, - &dJydx->at(it*nx_solver*nJ), nJ); + // dJydy A[nyt,nJ,ny] * dydx B[ny,nx_solver] = dJydx C[it,nJ,nx_solver] + // slice slice + // M K K N M N + // lda ldb ldc + + if(wasPythonGenerated()) { + for(int ix = 0; ix < nx_solver; ++ix) { + dJydy[iyt].multiply( + gsl::span(&dJydx.at(it * nx_solver * nJ + + ix * nJ), nJ), + gsl::span(&dydx.at(ix * ny), ny)); + } + } else { + amici_dgemm(BLASLayout::colMajor, BLASTranspose::noTrans, BLASTranspose::noTrans, + nJ, nx_solver, ny, 1.0, &dJydy_matlab.at(iyt*ny*nJ), nJ, dydx.data(), ny, 1.0, + &dJydx.at(it*nx_solver*nJ), nJ); + } + } + + if(alwaysCheckFinite) { + amici::checkFinite(dJydx, "dJydx"); } } @@ -837,6 +858,7 @@ Model::Model(const int nx_rdata, const int ndwdx, const int ndwdp, const int ndxdotdw, + std::vector ndJydy, const int nnz, const int ubw, const int lbw, @@ -855,6 +877,7 @@ Model::Model(const int nx_rdata, ndwdx(ndwdx), ndwdp(ndwdp), ndxdotdw(ndxdotdw), + ndJydy(std::move(ndJydy)), nnz(nnz), nJ(nJ), ubw(ubw), @@ -879,7 +902,6 @@ Model::Model(const int nx_rdata, M(nx_solver, nx_solver), my(nytrue, 0.0), mz(nztrue, 0.0), - dJydy(nJ*nytrue*ny, 0.0), dJydsigma(nJ*nytrue*ny, 0.0), dJzdz(nJ*nztrue*nz, 0.0), dJzdsigma(nJ*nztrue*nz, 0.0), @@ -908,6 +930,20 @@ Model::Model(const int nx_rdata, x_pos_tmp(nx_solver), pscale(std::vector(p.size(), ParameterScaling::none)) { + // Can't use derivedClass::wasPythonGenerated() in ctor. + // Guess we are using Python if ndJydy is not empty + if(!this->ndJydy.empty()) { + if(static_cast(nytrue) != this->ndJydy.size()) + throw std::runtime_error("Number of elements in ndJydy is not equal " + " nytrue."); + + for(int iytrue = 0; iytrue < nytrue; ++iytrue) + dJydy.push_back(SUNMatrixWrapper(nJ, ny, this->ndJydy[iytrue], + CSC_MAT)); + } else { + dJydy_matlab = std::vector(nJ*nytrue*ny, 0.0); + } + requireSensitivitiesForAllParameters(); } @@ -1193,9 +1229,10 @@ void Model::fsigmay(const int it, ReturnData *rdata, const ExpData *edata) { } } - for(int i = 0; i < nytrue; ++i) - checkSigmaPositivity(sigmay[i], "sigmay"); - + for(int i = 0; i < nytrue; ++i) { + if(edata && !std::isnan(edata->getObservedData()[it * nytrue + i])) + checkSigmaPositivity(sigmay[i], "sigmay"); + } std::copy_n(sigmay.data(), nytrue, &rdata->sigmay[it * rdata->ny]); } @@ -1323,24 +1360,49 @@ void Model::fJrz(const int nroots, ReturnData *rdata, const ExpData * /*edata*/) void Model::fdJydy(const int it, const ReturnData *rdata, const ExpData *edata) { // load measurements to my - getmy(it,edata); - std::fill(dJydy.begin(),dJydy.end(),0.0); + getmy(it, edata); + + if(wasPythonGenerated()) { + for(int iytrue = 0; iytrue < nytrue; iytrue++) { + dJydy[iytrue].zero(); + fdJydy_colptrs(dJydy[iytrue].indexptrs(), iytrue); + fdJydy_rowvals(dJydy[iytrue].indexvals(), iytrue); + + if(isNaN(my.at(iytrue))) { + continue; + } - for(int iytrue = 0; iytrue < nytrue; iytrue++){ - if(!isNaN(my.at(iytrue))){ // get dJydy slice (ny) for current timepoint and observable - fdJydy(&dJydy.at(iytrue*ny*nJ), + fdJydy(dJydy[iytrue].data(), iytrue, unscaledParameters.data(), fixedParameters.data(), gety(it,rdata), sigmay.data(), my.data()); - } - } - if(alwaysCheckFinite) { - amici::checkFinite(dJydy, "dJydy"); + if(alwaysCheckFinite) { + amici::checkFinite(ndJydy[iytrue], dJydy[iytrue].data(), "dJydy"); + } + } + } else { + std::fill(dJydy_matlab.begin(), dJydy_matlab.end(), 0.0); + for(int iytrue = 0; iytrue < nytrue; iytrue++) { + if(isNaN(my.at(iytrue))) { + continue; + } + fdJydy(&dJydy_matlab.at(iytrue*ny*nJ), + iytrue, + unscaledParameters.data(), + fixedParameters.data(), + gety(it,rdata), + sigmay.data(), + my.data()); + } + if(alwaysCheckFinite) { + // get dJydy slice (ny) for current timepoint and observable + amici::checkFinite(dJydy_matlab, "dJydy"); + } } } diff --git a/src/model_header.ODE_template.h b/src/model_header.ODE_template.h index af59b54739..bde8831f89 100644 --- a/src/model_header.ODE_template.h +++ b/src/model_header.ODE_template.h @@ -42,10 +42,9 @@ extern void dJydsigmay_TPL_MODELNAME(realtype *dJydsigmay, const int iy, const realtype *p, const realtype *k, const realtype *y, const realtype *sigmay, const realtype *my); -extern void dJydy_TPL_MODELNAME(realtype *dJydy, const int iy, - const realtype *p, const realtype *k, - const realtype *y, const realtype *sigmay, - const realtype *my); +TPL_DJYDY_DEF +TPL_DJYDY_COLPTRS_DEF +TPL_DJYDY_ROWVALS_DEF TPL_DWDP_DEF TPL_DWDX_DEF TPL_DWDX_COLPTRS_DEF @@ -116,6 +115,7 @@ class Model_TPL_MODELNAME : public amici::Model_ODE { TPL_NDWDX, // ndwdx TPL_NDWDP, // ndwdp TPL_NDXDOTDW, // ndxdotdw + TPL_NDJYDY, // ndjydy TPL_NNZ, // nnz TPL_UBW, // ubw TPL_LBW, // lbw @@ -186,15 +186,15 @@ class Model_TPL_MODELNAME : public amici::Model_ODE { } TPL_JSPARSE_IMPL - + TPL_JSPARSE_COLPTRS_IMPL - + TPL_JSPARSE_ROWVALS_IMPL TPL_JSPARSEB_IMPL - + TPL_JSPARSEB_COLPTRS_IMPL - + TPL_JSPARSEB_ROWVALS_IMPL /** model specific implementation of fJrz @@ -280,21 +280,6 @@ class Model_TPL_MODELNAME : public amici::Model_ODE { dJydsigmay_TPL_MODELNAME(dJydsigma, iy, p, k, y, sigmay, my); } - /** model specific implementation of fdJydy - * @param dJydy partial derivative of time-resolved measurement negative - *log-likelihood Jy - * @param iy output index - * @param p parameter vector - * @param k constant vector - * @param y model output at timepoint - * @param sigmay measurement standard deviation at timepoint - * @param my measurement at timepoint - **/ - virtual void fdJydy(realtype *dJydy, const int iy, const realtype *p, - const realtype *k, const realtype *y, - const realtype *sigmay, const realtype *my) override { - dJydy_TPL_MODELNAME(dJydy, iy, p, k, y, sigmay, my); - } /** model specific implementation of fdJzdsigma * @param dJzdsigma Sensitivity of event measurement @@ -454,16 +439,20 @@ class Model_TPL_MODELNAME : public amici::Model_ODE { const realtype *p, const realtype *k, const int ip) override {} + TPL_DJYDY_IMPL + TPL_DJYDY_COLPTRS_IMPL + TPL_DJYDY_ROWVALS_IMPL + TPL_DWDP_IMPL - + TPL_DWDX_IMPL - + TPL_DXDOTDW_IMPL - + TPL_DXDOTDW_COLPTRS_IMPL - + TPL_DXDOTDW_ROWVALS_IMPL - + TPL_DXDOTDP_IMPL /** model specific implementation of fdydx @@ -716,9 +705,9 @@ class Model_TPL_MODELNAME : public amici::Model_ODE { const realtype *h) override {} TPL_X_RDATA_IMPL - + TPL_X_SOLVER_IMPL - + TPL_TOTAL_CL_IMPL /** @@ -812,7 +801,7 @@ class Model_TPL_MODELNAME : public amici::Model_ODE { virtual const std::string getAmiciCommit() const override { return "TPL_AMICI_COMMIT_STRING"; } - + virtual bool wasPythonGenerated() const override { return true; } diff --git a/src/model_ode.cpp b/src/model_ode.cpp index b70bb6235f..9f9f93c72e 100644 --- a/src/model_ode.cpp +++ b/src/model_ode.cpp @@ -157,7 +157,8 @@ namespace amici { unscaledParameters.data(), fixedParameters.data(), h.data(), plist_[ip], w.data()); if (nw > 0) - dxdotdw.multiply(dxdotdp.data(ip), &dwdp.at(nw * ip)); + dxdotdw.multiply(gsl::span(dxdotdp.data(ip), nx_solver), + gsl::span(&dwdp.at(nw * ip), nw)); } } else { // matlab generated diff --git a/src/sundials_matrix_wrapper.cpp b/src/sundials_matrix_wrapper.cpp index 9b2275fac9..1f3667c754 100644 --- a/src/sundials_matrix_wrapper.cpp +++ b/src/sundials_matrix_wrapper.cpp @@ -10,13 +10,14 @@ namespace amici { SUNMatrixWrapper::SUNMatrixWrapper(int M, int N, int NNZ, int sparsetype) : matrix(SUNSparseMatrix(M, N, NNZ, sparsetype)) { + if (sparsetype != CSC_MAT && sparsetype != CSR_MAT) throw std::invalid_argument("Invalid sparsetype. Must be CSC_MAT or " "CSR_MAT"); if (NNZ && !matrix) throw std::bad_alloc(); - + update_ptrs(); } @@ -24,7 +25,7 @@ SUNMatrixWrapper::SUNMatrixWrapper(int M, int N) : matrix(SUNDenseMatrix(M, N)) { if (M && N && !matrix) throw std::bad_alloc(); - + update_ptrs(); } @@ -32,7 +33,7 @@ SUNMatrixWrapper::SUNMatrixWrapper(int M, int ubw, int lbw) : matrix(SUNBandMatrix(M, ubw, lbw)) { if (M && !matrix) throw std::bad_alloc(); - + update_ptrs(); } @@ -159,39 +160,31 @@ void SUNMatrixWrapper::reset() { SUNMatZero(matrix); } -void SUNMatrixWrapper::multiply(std::vector &c, - const std::vector &b) const { - if (static_cast(c.size()) != rows()) - throw std::invalid_argument("Dimension mismatch between number of rows" - "in A and elements in c"); - - if (static_cast(b.size()) != columns()) - throw std::invalid_argument("Dimension mismatch between number of cols" - "in A and elements in b"); - - multiply(c.data(), b.data()); -} - void SUNMatrixWrapper::multiply(N_Vector c, const N_Vector b) const { - if (NV_LENGTH_S(c) != rows()) - throw std::invalid_argument("Dimension mismatch between number of rows" - "in A and elements in c"); - - if (NV_LENGTH_S(b) != columns()) - throw std::invalid_argument("Dimension mismatch between number of cols" - "in A and elements in b"); - - multiply(NV_DATA_S(c), NV_DATA_S(b)); + multiply(gsl::make_span(NV_DATA_S(c), NV_LENGTH_S(c)), + gsl::make_span(NV_DATA_S(b), NV_LENGTH_S(b))); } -void SUNMatrixWrapper::multiply(realtype *c, const realtype *b) const { +void SUNMatrixWrapper::multiply(gsl::span c, gsl::span b) const { if (!matrix) return; + if (static_cast(c.size()) != rows()) + throw std::invalid_argument("Dimension mismatch between number of rows " + "in A (" + std::to_string(rows()) + ") and " + "elements in c (" + std::to_string(c.size()) + + ")"); + + if (static_cast(b.size()) != columns()) + throw std::invalid_argument("Dimension mismatch between number of cols " + "in A (" + std::to_string(columns()) + + ") and elements in b (" + + std::to_string(b.size()) + ")"); + switch (SUNMatGetID(matrix)) { case SUNMATRIX_DENSE: amici_dgemv(BLASLayout::colMajor, BLASTranspose::noTrans, rows(), - columns(), 1.0, data(), rows(), b, 1, 1.0, c, 1); + columns(), 1.0, data(), rows(), b.data(), 1, 1.0, c.data(), 1); break; case SUNMATRIX_SPARSE: @@ -222,10 +215,17 @@ void SUNMatrixWrapper::multiply(realtype *c, const realtype *b) const { } } +void SUNMatrixWrapper::zero() +{ + if(int res = SUNMatZero(matrix)) + throw std::runtime_error("SUNMatrixWrapper::zero() failed with " + + std::to_string(res)); +} + void SUNMatrixWrapper::update_ptrs() { if(!matrix) return; - + switch (SUNMatGetID(matrix)) { case SUNMATRIX_DENSE: if (columns() > 0 && rows() > 0) diff --git a/tests/cpputest/jakstat_adjoint/tests1.cpp b/tests/cpputest/jakstat_adjoint/tests1.cpp index 1948ace88d..7d3104b28d 100644 --- a/tests/cpputest/jakstat_adjoint/tests1.cpp +++ b/tests/cpputest/jakstat_adjoint/tests1.cpp @@ -41,3 +41,38 @@ TEST(groupJakstatAdjoint, testSensitivityAdjointEmptySensInd) { amici::simulateVerifyWrite("/model_jakstat_adjoint/sensiadjointemptysensind/"); } +IGNORE_TEST(groupJakstatAdjoint, testSensitivityAdjointUnusedNanOutputs) { + /* UN-IGNORE ONCE THIS MODEL HAS BEEN IMPORTED VIA PYTHON INTERFACE */ + auto model = getModel(); + auto solver = model->getSolver(); + amici::hdf5::readModelDataFromHDF5( + NEW_OPTION_FILE, *model, + "/model_jakstat_adjoint/sensiadjoint/options"); + amici::hdf5::readSolverSettingsFromHDF5( + NEW_OPTION_FILE, *solver, + "/model_jakstat_adjoint/sensiadjoint/options"); + auto edata = amici::hdf5::readSimulationExpData( + NEW_OPTION_FILE, "/model_jakstat_adjoint/sensiadjoint/data", + *model); + + // Set output parameter p[10] to NaN and remove respective measurements + // -> gradient should still be finite + + auto p = model->getParameters(); + p[10] = NAN; + model->setParameters(p); + + auto d = edata->getObservedData(); + for (int it = 0; it < edata->nt(); ++it) { + for (int iy = 0; iy < edata->nytrue(); ++iy) { + if(iy == 1) + d[it * edata->nytrue() + it] = NAN; + } + } + edata->setObservedData(d); + + auto rdata = runAmiciSimulation(*solver, edata.get(), *model); + + for(int i = 0; i < model->nplist(); ++i) + CHECK_FALSE(std::isnan(rdata->sllh[i])); +} diff --git a/tests/cpputest/testfunctions.h b/tests/cpputest/testfunctions.h index fbb28b6251..32a70252b4 100644 --- a/tests/cpputest/testfunctions.h +++ b/tests/cpputest/testfunctions.h @@ -73,12 +73,12 @@ class Model_Test : public Model { const std::vector k, const std::vector plist, const std::vector idlist, const std::vector z2event) : Model(nx_rdata, nxtrue_rdata, nx_solver, nxtrue_solver, ny, nytrue, nz, - nztrue, ne, nJ, nw, ndwdx, ndwdp, ndxdotdw, nnz, ubw, lbw, o2mode, + nztrue, ne, nJ, nw, ndwdx, ndwdp, ndxdotdw, {}, nnz, ubw, lbw, o2mode, p, k, plist, idlist, z2event) {} /** default constructor */ Model_Test() - : Model(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, + : Model(0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, {}, 0, 0, 0, SecondOrderMode::none, std::vector(), std::vector(), std::vector(), std::vector(), std::vector()) {} diff --git a/tests/testMisc.py b/tests/testMisc.py index 62ff341118..7157bae01a 100755 --- a/tests/testMisc.py +++ b/tests/testMisc.py @@ -7,7 +7,7 @@ import copy import os import unittest - +import sympy as sp class TestAmiciMisc(unittest.TestCase): """TestCase class various AMICI Python interface functions""" @@ -35,6 +35,41 @@ def test_parameterScalingFromIntVector(self): assert scale_vector[1] == amici.ParameterScaling_ln assert scale_vector[2] == amici.ParameterScaling_none + def test_csc_matrix(self): + """Test sparse CSC matrix creation""" + matrix = sp.Matrix([[1, 0], [2, 3]]) + symbolColPtrs, symbolRowVals, sparseList, symbolList, sparseMatrix = \ + amici.ode_export.csc_matrix(matrix, 'a') + + assert symbolColPtrs == [0, 2, 3] + assert symbolRowVals == [0, 1, 1] + assert sparseList == sp.Matrix([[1], [2], [3]]) + assert symbolList == ['a0', 'a1', 'a2'] + assert str(sparseMatrix) == 'Matrix([[a0, 0], [a1, a2]])' + + def test_csc_matrix_vector(self): + """Test sparse CSC matrix creation from matrix slice""" + matrix = sp.Matrix([[1, 0], [2, 3]]) + symbolColPtrs, symbolRowVals, sparseList, symbolList, sparseMatrix = \ + amici.ode_export.csc_matrix(matrix[:, 0], 'a') + + assert symbolColPtrs == [0, 2] + assert symbolRowVals == [0, 1] + assert sparseList == sp.Matrix([[1], [2]]) + assert symbolList == ['a0', 'a1'] + assert str(sparseMatrix) == 'Matrix([[a0], [a1]])' + + '''Test continuation of numbering of symbols''' + symbolColPtrs, symbolRowVals, sparseList, symbolList, sparseMatrix = \ + amici.ode_export.csc_matrix(matrix[:, 1], 'a', + base_index=len(symbolList)) + + assert symbolColPtrs == [0, 1] + assert symbolRowVals == [1] + assert sparseList == sp.Matrix([[3]]) + assert symbolList == ['a2'] + assert str(sparseMatrix) == 'Matrix([[0], [a2]])' + if __name__ == '__main__': suite = unittest.TestSuite() From 29b19dbbaebb7ddd0c5bc21020032036ea24c014 Mon Sep 17 00:00:00 2001 From: FFroehlich Date: Wed, 17 Apr 2019 22:25:17 -0400 Subject: [PATCH 4/7] version bump --- version.txt | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/version.txt b/version.txt index 9028ec6365..69da6ebcd0 100644 --- a/version.txt +++ b/version.txt @@ -1 +1 @@ -0.10.5 +0.10.6 From a9aeae895ba17e77b75d6adf67289cb5a102292a Mon Sep 17 00:00:00 2001 From: Paul Stapor Date: Thu, 18 Apr 2019 13:08:19 +0200 Subject: [PATCH 5/7] Feature special inputs (#662) * added functionality for piecewise functions --- python/amici/sbml_import.py | 47 ++++++++++++++++++++++++++++++++++++- 1 file changed, 46 insertions(+), 1 deletion(-) diff --git a/python/amici/sbml_import.py b/python/amici/sbml_import.py index 6fcbdfe32a..6d63255733 100644 --- a/python/amici/sbml_import.py +++ b/python/amici/sbml_import.py @@ -6,6 +6,7 @@ import libsbml as sbml import re import math +import itertools as itt import warnings from sympy.logic.boolalg import BooleanTrue as spTrue from sympy.logic.boolalg import BooleanFalse as spFalse @@ -381,6 +382,7 @@ def getSpeciesInitial(index, conc): sbml.formulaToL3String(initial_assignment.getMath()) ) if symMath is not None: + symMath = _parse_special_functions(symMath) _check_unsupported_functions(symMath, 'InitialAssignment') speciesInitial[index] = symMath @@ -589,6 +591,7 @@ def getElementStoichiometry(element): symMath = sp.sympify(element.getStoichiometry()) else: return sp.sympify(1.0) + symMath = _parse_special_functions(symMath) _check_unsupported_functions(symMath, 'Stoichiometry') return symMath @@ -627,6 +630,7 @@ def isConstant(specie): except: raise SBMLException(f'Kinetic law "{math}" contains an ' 'unsupported expression!') + symMath = _parse_special_functions(symMath) _check_unsupported_functions(symMath, 'KineticLaw') for r in reactions: elements = list(r.getListOfReactants()) \ @@ -678,6 +682,7 @@ def processRules(self): variable = sp.sympify(rule.getVariable()) # avoid incorrect parsing of pow(x, -1) in symengine formula = sp.sympify(sbml.formulaToL3String(rule.getMath())) + formula = _parse_special_functions(formula) _check_unsupported_functions(formula, 'Rule') if variable in stoichvars: @@ -1116,7 +1121,7 @@ def _check_unsupported_functions(sym, expression_type, full_sym=None): unsupported_functions = [ sp.functions.factorial, sp.functions.ceiling, sp.functions.floor, - sp.functions.Piecewise, spTrue, spFalse, sp.function.UndefinedFunction + sp.function.UndefinedFunction ] unsupp_fun_type = next( @@ -1150,6 +1155,46 @@ def _check_unsupported_functions(sym, expression_type, full_sym=None): _check_unsupported_functions(fun, expression_type) +def _parse_special_functions(sym): + """Recursively checks the symbolic expression for functions which have be + to parsed in a special way, such as piecewise functions + + Arguments: + sym: symbolic expressions @type sympy.Basic + + Returns: + + Raises: + """ + args = tuple(_parse_special_functions(arg) for arg in sym._args) + + # Do we have piecewise expressions? + if sym.__class__.__name__ == 'piecewise': + # how many condition-expression pairs will we have? + return sp.Piecewise(*grouper(args, 2, True)) + elif isinstance(sym, (sp.Function, sp.Mul, sp.Add)): + sym._args = args + + return sym + + +def grouper(iterable, n, fillvalue=None): + """Collect data into fixed-length chunks or blocks + + E.g. grouper('ABCDEFG', 3, 'x') --> ABC DEF Gxx" + + Arguments: + iterable: any iterable + n: chunk length + fillvalue: padding for last chunk if length < n + + Returns: + itertools.zip_longest of requested chunks + """ + args = [iter(iterable)] * n + return itt.zip_longest(*args, fillvalue=fillvalue) + + def assignmentRules2observables(sbml_model, filter_function=lambda *_: True): """Turn assignment rules into observables. From feaebd27a8ce3c4ee0177bdfca14d7cb8bd4f072 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Fabian=20Fr=C3=B6hlich?= Date: Thu, 18 Apr 2019 17:53:35 -0400 Subject: [PATCH 6/7] fix input type when constructing edata from dataframe (#690) --- python/amici/pandas.py | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/python/amici/pandas.py b/python/amici/pandas.py index 38f77dad42..feef1a9481 100644 --- a/python/amici/pandas.py +++ b/python/amici/pandas.py @@ -417,7 +417,7 @@ def _get_specialized_fixed_parameters( cond = copy.deepcopy(condition) for field in overwrite: cond[field] = overwrite[field] - return [cond[name] for name in _get_names_or_ids( + return [float(cond[name]) for name in _get_names_or_ids( model, 'FixedParameter', by_id=by_id)] @@ -447,7 +447,7 @@ def constructEdataFromDataFrame(df, model, condition, by_id=False): # timepoints df = df.sort_values(by='time', ascending=True) - edata.setTimepoints(df['time'].values) + edata.setTimepoints(df['time'].values.astype(float)) # get fixed parameters from condition overwrite_preeq = {} @@ -488,16 +488,16 @@ def constructEdataFromDataFrame(df, model, condition, by_id=False): # fill in presimulation time if 't_presim' in condition.keys(): - edata.t_presim = condition['t_presim'] + edata.t_presim = float(condition['t_presim']) # fill in data and stds for obs_index, obs in enumerate( _get_names_or_ids(model, 'Observable', by_id=by_id)): if obs in df.keys(): - edata.setObservedData(df[obs].values, obs_index) + edata.setObservedData(df[obs].values.astype(float), obs_index) if obs + '_std' in df.keys(): edata.setObservedDataStdDev( - df[obs + '_std'].values, obs_index + df[obs + '_std'].values.astype(float), obs_index ) return edata From 42181fa80a522f8bd0b2822938ea57193ae8e855 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Fabian=20Fr=C3=B6hlich?= Date: Thu, 18 Apr 2019 20:41:20 -0400 Subject: [PATCH 7/7] Fix events for DEA models (#687) * remove recalculation of ICs after event * fix reinitialization after event * add calvetti to test examples * add note about impulse free events * fix tolerances for robertson example * remove testOptions and make test fail on missing results data * readd restOptions.h5 * restrict tolerances for robertsonSPBCG * next try robertson tolerances * refine tolerances for J/xdot check * next try ... * refine jakstat test tolerances * update test results --- .gitignore | 2 + documentation/FAQ.md | 6 + matlab/examples/amiExamples.m | 1 + .../example_calvetti/example_calvetti.m | 101 +++++++++ .../example_calvetti/model_calvetti_syms.m | 75 ++++++ models/model_calvetti/CMakeLists.txt | 94 ++++++++ models/model_calvetti/main.cpp | 115 ++++++++++ models/model_calvetti/model_calvetti.h | 214 ++++++++++++++++++ models/model_calvetti/model_calvetti_J.cpp | 37 +++ models/model_calvetti/model_calvetti_JB.cpp | 37 +++ .../model_calvetti/model_calvetti_JDiag.cpp | 17 ++ .../model_calvetti/model_calvetti_JSparse.cpp | 71 ++++++ .../model_calvetti_JSparseB.cpp | 71 ++++++ models/model_calvetti/model_calvetti_Jy.cpp | 31 +++ models/model_calvetti/model_calvetti_M.cpp | 14 ++ .../model_calvetti_dJydsigma.cpp | 31 +++ .../model_calvetti/model_calvetti_dJydy.cpp | 31 +++ models/model_calvetti/model_calvetti_dwdx.cpp | 64 ++++++ models/model_calvetti/model_calvetti_dydx.cpp | 22 ++ models/model_calvetti/model_calvetti_root.cpp | 15 ++ .../model_calvetti/model_calvetti_sigmay.cpp | 17 ++ models/model_calvetti/model_calvetti_w.cpp | 49 ++++ models/model_calvetti/model_calvetti_x0.cpp | 17 ++ models/model_calvetti/model_calvetti_xdot.cpp | 17 ++ models/model_calvetti/model_calvetti_y.cpp | 17 ++ models/model_calvetti/swig/CMakeLists.txt | 33 +++ models/model_calvetti/swig/model_calvetti.i | 14 ++ models/model_calvetti/wrapfunctions.cpp | 7 + models/model_calvetti/wrapfunctions.h | 8 + src/forwardproblem.cpp | 3 - src/solver_idas.cpp | 47 +++- tests/cpputest/CMakeLists.txt | 1 + tests/cpputest/calvetti/CMakeLists.txt | 19 ++ tests/cpputest/calvetti/tests1.cpp | 26 +++ tests/cpputest/expectedResults.h5 | Bin 5594112 -> 4134156 bytes tests/cpputest/robertson/tests1.cpp | 10 + tests/cpputest/testOptions.h5 | Bin 333040 -> 345976 bytes tests/cpputest/testfunctions.cpp | 36 ++- tests/cpputest/wrapTestModels.m | 13 ++ tests/generateTestConfig/example_calvetti.py | 44 ++++ tests/generateTestConfig/example_jakstat.py | 2 +- tests/generateTestConfig/example_robertson.py | 28 ++- tests/generateTestConfigurationForExamples.sh | 1 + tests/testModels.py | 14 +- 44 files changed, 1451 insertions(+), 21 deletions(-) create mode 100755 matlab/examples/example_calvetti/example_calvetti.m create mode 100755 matlab/examples/example_calvetti/model_calvetti_syms.m create mode 100644 models/model_calvetti/CMakeLists.txt create mode 100644 models/model_calvetti/main.cpp create mode 100644 models/model_calvetti/model_calvetti.h create mode 100644 models/model_calvetti/model_calvetti_J.cpp create mode 100644 models/model_calvetti/model_calvetti_JB.cpp create mode 100644 models/model_calvetti/model_calvetti_JDiag.cpp create mode 100644 models/model_calvetti/model_calvetti_JSparse.cpp create mode 100644 models/model_calvetti/model_calvetti_JSparseB.cpp create mode 100644 models/model_calvetti/model_calvetti_Jy.cpp create mode 100644 models/model_calvetti/model_calvetti_M.cpp create mode 100644 models/model_calvetti/model_calvetti_dJydsigma.cpp create mode 100644 models/model_calvetti/model_calvetti_dJydy.cpp create mode 100644 models/model_calvetti/model_calvetti_dwdx.cpp create mode 100644 models/model_calvetti/model_calvetti_dydx.cpp create mode 100644 models/model_calvetti/model_calvetti_root.cpp create mode 100644 models/model_calvetti/model_calvetti_sigmay.cpp create mode 100644 models/model_calvetti/model_calvetti_w.cpp create mode 100644 models/model_calvetti/model_calvetti_x0.cpp create mode 100644 models/model_calvetti/model_calvetti_xdot.cpp create mode 100644 models/model_calvetti/model_calvetti_y.cpp create mode 100644 models/model_calvetti/swig/CMakeLists.txt create mode 100644 models/model_calvetti/swig/model_calvetti.i create mode 100644 models/model_calvetti/wrapfunctions.cpp create mode 100644 models/model_calvetti/wrapfunctions.h create mode 100644 tests/cpputest/calvetti/CMakeLists.txt create mode 100644 tests/cpputest/calvetti/tests1.cpp create mode 100755 tests/generateTestConfig/example_calvetti.py diff --git a/.gitignore b/.gitignore index bd852b418f..0eab397543 100644 --- a/.gitignore +++ b/.gitignore @@ -34,6 +34,8 @@ models/model_events/build/* models/model_nested_events/build/* !models/model_robertson models/model_robertson/build/* +!models/model_calvetti +models/model_calvetti/build/* simulate_model_*_hdf.m simulate_model_*.m diff --git a/documentation/FAQ.md b/documentation/FAQ.md index f114402b26..b84f6080d5 100644 --- a/documentation/FAQ.md +++ b/documentation/FAQ.md @@ -18,6 +18,12 @@ __A__: This may be due to an old compiler version. See [issue #161](https://gith --- +__Q__: How are events interpreted in a DAE context? + +__A__: Currently we only support impulse free events. Also sensitivities have never been tested. Proceed with care and create an [issue](https://github.com/ICB-DCM/AMICI/issues) if any problems arise! + +--- + __Q__: The simulation/sensitivities I get are incorrect. __A__: There are some known issues, especially with adjoint sensitivities, events and DAEs. If your particular problem is not featured in the [issues](https://github.com/ICB-DCM/AMICI/issues) list, please add it! diff --git a/matlab/examples/amiExamples.m b/matlab/examples/amiExamples.m index 9fe21d3d90..9dd4b5bb3e 100644 --- a/matlab/examples/amiExamples.m +++ b/matlab/examples/amiExamples.m @@ -13,4 +13,5 @@ example_jakstat_adjoint_hvp example_robertson example_neuron +example_dae_events path(oldpath); \ No newline at end of file diff --git a/matlab/examples/example_calvetti/example_calvetti.m b/matlab/examples/example_calvetti/example_calvetti.m new file mode 100755 index 0000000000..334f977be0 --- /dev/null +++ b/matlab/examples/example_calvetti/example_calvetti.m @@ -0,0 +1,101 @@ +function example_calvetti() +%% +% COMPILATION + +[exdir,~,~]=fileparts(which('example_calvetti.m')); +% compile the model +amiwrap('model_calvetti','model_calvetti_syms',exdir) + +% time vector +t = linspace(0,20,201); +p = []; +k = [0.29 0.74 0.44 0.08 0.27 0.18]; + +options = amioption('sensi',0,... + 'maxsteps',1e4); +D = amidata(length(t),6,0,2,4); +% load mex into memory +[~] = which('simulate_model_calvetti'); % fix for inaccessability problems +sol = simulate_model_calvetti(t,p,k,D,options); + +tic +sol = simulate_model_calvetti(t,p,k,D,options); +disp(['Time elapsed with cvodes: ' num2str(toc) ]) + +%% +% ODE15S + +y0 = [k(1); k(3); k(5); 1; 1; 1;]; +M = [1 0 0 0 0 0 + 0 1 0 0 0 0 + 0 0 1 0 0 0 + 0 0 0 0 0 0 + 0 0 0 0 0 0 + 0 0 0 0 0 0]; + +function [xdot] = dae_system(t,x,p,k,it) + if it<3 + h0 = 0; + else + h0 = 1; + end + if it<4 + h1 = 0; + else + h1 = 1; + end + xdot = [ + h0/31 - h1/31 - (100*x(1))/(899*k(1)) + (2*x(1)*(k(2)/2 - 1))/(31*k(1)*(x(4)*((k(2)*k(1)^2)/x(1)^2 + (k(4)*k(3)^2)/x(2)^2) + x(5)*((k(4)*k(3)^2)/x(2)^2 + (k(6)*k(5)^2)/x(3)^2) + (k(6)*k(5)^2*x(6))/x(3)^2)) + 129/899; + (2*x(2)*(k(2) + k(4)/2 - 1))/(163*k(3)*(x(5)*((k(4)*k(3)^2)/x(2)^2 + (k(6)*k(5)^2)/x(3)^2) + (k(6)*k(5)^2*x(6))/x(3)^2)) - (100*x(2))/(8313*k(3)) + 151/8313; + (x(3)^3*(k(2) + k(4) +k(6)/2 - 1))/(61*k(6)*k(5)^3*x(6)) - x(3)/(121999878*k(5)) + 500000/60999939; + h1/31 - h0/31 - x(4) + (100*x(1))/(899*k(1)) + (2*x(1)^2)/(k(2)*k(1)^2) - (x(1)^2*(x(4)*((k(2)*k(1)^2)/x(1)^2 + (k(4)*k(3)^2)/x(2)^2) + x(5)*((k(4)*k(3)^2)/x(2)^2 + (k(6)*k(5)^2)/x(3)^2) + (k(6)*k(5)^2*x(6))/x(3)^2))/(k(2)*k(1)^2) - (2*x(1)*(k(2)/2 - 1))/(31*k(1)*(x(4)*((k(2)*k(1)^2)/x(1)^2 + (k(4)*k(3)^2)/x(2)^2) + x(5)*((k(4)*k(3)^2)/x(2)^2 + (k(6)*k(5)^2)/x(3)^2) + (k(6)*k(5)^2*x(6))/x(3)^2)) - 129/899; + x(4) - x(5) + (100*x(2))/(8313*k(3)) - (2*x(2)*(k(2) + k(4)/2 - 1))/(163*k(3)*(x(5)*((k(4)*k(3)^2)/x(2)^2 + (k(6)*k(5)^2)/x(3)^2) + (k(6)*k(5)^2*x(6))/x(3)^2)) - 151/8313; + x(5) - x(6) + x(3)/(121999878*k(5)) - (x(3)^3*(k(2) + k(4) +k(6)/2 - 1))/(61*k(6)*k(5)^3*x(6)) - 500000/60999939; +]; +end + +options_ode15s = odeset('Mass',M, ... + 'RelTol',options.rtol, ... + 'AbsTol',options.atol); + +tic +X_ode15s = []; +tt = t; +tstop = [0,10,12,20]; +for it = 2:4 + [~, y] = ode15s(@(t,x) dae_system(t,x,p,k,it),t(t>=tstop(it-1) & t<=tstop(it)),y0,options_ode15s); + X_ode15s = [X_ode15s;y(1:end-1,:)]; + y0 = y(end,:); +end +X_ode15s = [X_ode15s;y(end,:)]; +disp(['Time elapsed with ode15s: ' num2str(toc) ]) + +%% +% PLOTTING +if(usejava('jvm')) + figure + c_x = get(gca,'ColorOrder'); + subplot(2,1,1) + for ix = 1:size(sol.x,2) + plot(t,sol.x(:,ix),'.-','Color',c_x(ix,:)) + hold on + plot(t,X_ode15s(:,ix),'d','Color',c_x(ix,:)) + end + legend('x1','x1_{ode15s}','x2','x2_{ode15s}', ... + 'x3','x3_{ode15s}','x4','x4_{ode15s}', ... + 'x5','x5_{ode15s}','x6','x6_{ode15s}', ... + 'Location','NorthEastOutside') + legend boxoff + xlabel('time t') + ylabel('x') + box on + subplot(2,1,2) + plot(t,abs(sol.x-X_ode15s),'--') + set(gca,'YScale','log') + legend('error x1','error x2','error x3','error x4','error x5','error x6','Location','NorthEastOutside') + legend boxoff + ylabel('x') + + set(gcf,'Position',[100 300 1200 500]) +end +end diff --git a/matlab/examples/example_calvetti/model_calvetti_syms.m b/matlab/examples/example_calvetti/model_calvetti_syms.m new file mode 100755 index 0000000000..5fc3661ebf --- /dev/null +++ b/matlab/examples/example_calvetti/model_calvetti_syms.m @@ -0,0 +1,75 @@ +function [model] = model_calvetti_syms() + +% set the parametrisation of the problem options are 'log', 'log10' and + +model.param = 'lin'; + +%% +% STATES +% create state syms +syms V1 V2 V3 f1 f2 f3 +% create state vector +model.sym.x = [V1, V2, V3, f1, f2, f3]; +%% +% PARAMETERS ( for these sensitivities will be computed ) + +% create parameter syms +% create parameter vector +model.sym.p = [ ]; +%% +% CONSTANTS ( for these no sensitivities will be computed ) +% this part is optional and can be ommited + +% create parameter syms +syms V1ss R1ss V2ss R2ss V3ss R3ss +% create parameter vector +model.sym.k = [V1ss, R1ss, V2ss, R2ss, V3ss, R3ss]; +%% +% SYSTEM EQUATIONS +% create symbolic variable for time +syms t f0 +model.sym.xdot = sym(zeros(size(model.sym.x))); +p1=1; +p2=1-R1ss; +p3=1-(R1ss+R2ss); +L1=(R1ss*(V1ss^2))^(1/3); +C1ss=V1ss/(p1-0.5*R1ss); + +C2ss=V2ss/(p2-0.5*R2ss); +L2=(R2ss*(V2ss^2))^(1/3); +C3ss=V3ss/(p3-0.5*R3ss); +L3=(R3ss*(V3ss^2))^(1/3); +R2=(L2^3)/(V2^2); +R1=(L1^3)/(V1^2); +R3=(L3^3)/(V3^2); +s=am_stepfun(t,10,1,12,0); +model.sym.xdot(1)=(1/31)*(((1.29 -(V1/V1ss))/(1.29-1))+s-2*(V1/(C1ss*((R1+R2)*f1+(R2+R3)*f2+R3*f3)))); +model.sym.xdot(2)=(1/163)*(((1.51 -(V2/V2ss))/(1.51-1))- 2*(V2/(C2ss*((R2+R3)*f2+R3*f3)))); +model.sym.xdot(3)=(1/122)*(((1000000 -(V3/V3ss))/(1000000-1))- 2*(V3/(C3ss*(R3*f3)))); +f0=(2/R1)-((R1+R2)*f1 + (R2+R3)*f2 +R3*f3)/R1; +model.sym.xdot(4)=f0-model.sym.xdot(1)-f1; +model.sym.xdot(5)=f1-model.sym.xdot(2)-f2; +model.sym.xdot(6)=f2-model.sym.xdot(3)-f3; + + +model.sym.M=[1 0 0 0 0 0; 0 1 0 0 0 0; 0 0 1 0 0 0; 0 0 0 0 0 0;0 0 0 0 0 0;0 0 0 0 0 0;]; +%% +% INITIAL CONDITIONS +model.sym.x0(1) = V1ss; +model.sym.x0(2)=V2ss; +model.sym.x0(3)=V3ss; +model.sym.x0(4)=1; +model.sym.x0(5)=1; +model.sym.x0(6)=1; +model.sym.dx0 = sym(zeros(size(model.sym.x))); + +% OBSERVALES +model.sym.y = sym(zeros(1,6)); +model.sym.y(1) =V1; +model.sym.y(2)=V2; +model.sym.y(3)=V3; +model.sym.y(4)=f0; +model.sym.y(5)=f1; +model.sym.y(6)=f2; +end + diff --git a/models/model_calvetti/CMakeLists.txt b/models/model_calvetti/CMakeLists.txt new file mode 100644 index 0000000000..23760acd3c --- /dev/null +++ b/models/model_calvetti/CMakeLists.txt @@ -0,0 +1,94 @@ +cmake_minimum_required(VERSION 2.8) + +if(POLICY CMP0060) + cmake_policy(SET CMP0060 NEW) +endif(POLICY CMP0060) +if(POLICY CMP0065) + cmake_policy(SET CMP0065 NEW) +endif(POLICY CMP0065) + +project(model_calvetti) + +set(CMAKE_CXX_STANDARD 11) +set(CMAKE_CXX_STANDARD_REQUIRED ON) +set(CMAKE_POSITION_INDEPENDENT_CODE ON) + +include(CheckCXXCompilerFlag) +set(MY_CXX_FLAGS -Wall -Wno-unused-function -Wno-unused-variable -Wno-unused-but-set-variable) +foreach(FLAG ${MY_CXX_FLAGS}) + unset(CUR_FLAG_SUPPORTED CACHE) + CHECK_CXX_COMPILER_FLAG(${FLAG} CUR_FLAG_SUPPORTED) + if(${CUR_FLAG_SUPPORTED}) + set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} ${FLAG}") + endif() +endforeach(FLAG) + +find_package(Amici HINTS ${CMAKE_CURRENT_LIST_DIR}/../../build) + +set(MODEL_DIR ${CMAKE_CURRENT_LIST_DIR}) + +set(SRC_LIST_LIB ${MODEL_DIR}/model_calvetti_J.cpp +${MODEL_DIR}/model_calvetti_JB.cpp +${MODEL_DIR}/model_calvetti_JDiag.cpp +${MODEL_DIR}/model_calvetti_JSparse.cpp +${MODEL_DIR}/model_calvetti_JSparseB.cpp +${MODEL_DIR}/model_calvetti_Jy.cpp +${MODEL_DIR}/model_calvetti_M.cpp +${MODEL_DIR}/model_calvetti_dJydsigma.cpp +${MODEL_DIR}/model_calvetti_dJydy.cpp +${MODEL_DIR}/model_calvetti_dwdx.cpp +${MODEL_DIR}/model_calvetti_dydx.cpp +${MODEL_DIR}/model_calvetti_root.cpp +${MODEL_DIR}/model_calvetti_sigmay.cpp +${MODEL_DIR}/model_calvetti_w.cpp +${MODEL_DIR}/model_calvetti_x0.cpp +${MODEL_DIR}/model_calvetti_xdot.cpp +${MODEL_DIR}/model_calvetti_y.cpp + +${MODEL_DIR}/wrapfunctions.cpp +) + +add_library(${PROJECT_NAME} ${SRC_LIST_LIB}) +add_library(model ALIAS ${PROJECT_NAME}) + +target_include_directories(${PROJECT_NAME} PUBLIC "${CMAKE_CURRENT_SOURCE_DIR}") + +target_link_libraries(${PROJECT_NAME} + PUBLIC Upstream::amici +) + +set(SRC_LIST_EXE main.cpp) + +add_executable(simulate_${PROJECT_NAME} ${SRC_LIST_EXE}) + +target_link_libraries(simulate_${PROJECT_NAME} ${PROJECT_NAME}) + +if($ENV{ENABLE_GCOV_COVERAGE}) + set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -g -O0 --coverage") +endif() + +## SWIG +option(ENABLE_SWIG "Build swig/python library?" ON) +if(ENABLE_SWIG) + if(NOT(${CMAKE_VERSION} VERSION_LESS 3.8)) + add_subdirectory(swig) + else() + message(WARNING "Unable to build SWIG interface, upgrade CMake to >=3.8.") + endif() +endif() + + +# +include(GNUInstallDirs) +install(TARGETS ${PROJECT_NAME} EXPORT ${PROJECT_NAME}Targets + ARCHIVE DESTINATION ${CMAKE_INSTALL_LIBDIR} + LIBRARY DESTINATION ${CMAKE_INSTALL_LIBDIR} + RUNTIME DESTINATION ${CMAKE_INSTALL_BINDIR} + INCLUDES DESTINATION ${CMAKE_INSTALL_INCLUDEDIR} + PUBLIC_HEADER DESTINATION ${CMAKE_INSTALL_INCLUDEDIR} +) +export(EXPORT ${PROJECT_NAME}Targets FILE ${PROJECT_NAME}Config.cmake + NAMESPACE Upstream:: + ) +# + diff --git a/models/model_calvetti/main.cpp b/models/model_calvetti/main.cpp new file mode 100644 index 0000000000..6d6caf54a8 --- /dev/null +++ b/models/model_calvetti/main.cpp @@ -0,0 +1,115 @@ +#include +#include +#include +#include +#include +#include + +#include /* AMICI base functions */ +#include /* AMICI HDF5 I/O functions */ +#include "wrapfunctions.h" /* model-provided functions */ + +/* This is a scaffold for a stand-alone AMICI simulation executable + * demonstrating + * use of the AMICI C++ API. + * + * This program reads AMICI options from an HDF5 file, prints some results + * and writes additional results to an HDF5 file. The name of the HDF5 file + * is expected as single command line argument. + * + * An initial HDF5 file with the required fields can be generated using MATLAB + * by adding the following lines + * at the end of simulate_${MODEL_NAME}.m file just before the final "end": + * + * %% Write data that is passed to AMICI to HDF5 + * hdffile = fullfile(pwd, 'mydata.h5'); + * structToHDF5Attribute(hdffile, '/options', options_ami); + * h5writeatt(hdffile, '/options', 'ts', tout); + * h5writeatt(hdffile, '/options', 'nt', numel(tout)); + * h5writeatt(hdffile, '/options', 'theta', theta); + * h5writeatt(hdffile, '/options', 'kappa', kappa); + * if(~isempty(data)) + * structToHDF5Attribute(hdffile, '/data', data); + * end + * + * ... and then running a simulation from MATLAB as usual. + * + * Default UserData settings can be written to an HDF5 file with: + * structToHDF5Attribute('test.h5', '/options', amioption()) + */ + +// Function prototypes +void processReturnData(amici::ReturnData *rdata, amici::Model *model); +void printReturnData(amici::ReturnData *rdata, amici::Model *model); + +int main(int argc, char **argv) { + // HDF5 file to read and write data (full path) + const char *hdffile; + + // Check command line arguments + if (argc != 2) { + fprintf(stderr, "Error: must provide HDF5 input file as first and only " + "argument.\n"); + return 1; + } else { + hdffile = argv[1]; + } + + auto model = getModel(); + auto solver = model->getSolver(); + + // Read AMICI settings and model parameters from HDF5 file + amici::hdf5::readModelDataFromHDF5(hdffile, *model, "/options"); + amici::hdf5::readSolverSettingsFromHDF5(hdffile, *solver, "/options"); + + // Read ExpData (experimental data for model) from HDF5 file + auto edata = amici::hdf5::readSimulationExpData(hdffile, "/data", *model); + + // Run the simulation + auto rdata = runAmiciSimulation(*solver, edata.get(), *model); + + // Do something with the simulation results + processReturnData(rdata.get(), model.get()); + + // Save simulation results to HDF5 file + amici::hdf5::writeReturnData(*rdata, hdffile, "/solution"); + + return 0; +} + +void processReturnData(amici::ReturnData *rdata, amici::Model *model) { + // show some the simulation results + printReturnData(rdata, model); +} + +void printReturnData(amici::ReturnData *rdata, amici::Model *model) { + // Print of some the simulation results + + printf("\n\nStates (xdata):\n"); + for (int i = 0; i < model->nx_rdata; ++i) { + for (int j = 0; j < model->nt(); ++j) + printf("%e\t", rdata->x[j + model->nt() * i]); + printf("\n"); + } + + printf("\nObservables (ydata):\n"); + for (int i = 0; i < model->ny; ++i) { + for (int j = 0; j < model->nt(); ++j) + printf("%e\t", rdata->y[j + model->nt() * i]); + printf("\n"); + } + + printf("\n\ndx/dt (xdotdata):\n"); + for (int i = 0; i < model->nx_solver; ++i) + printf("%e\t", rdata->xdot[i]); + + // printf("\nJacobian (jdata)\n"); + // for(int i = 0; i < nx_solver; ++i) { + // for(int j = 0; j < nx_solver; ++j) + // printf("%e\t", rdata->J[i + nx_solver * j]); + // printf("\n"); + // } + + printf("\n"); + printf("Loglikelihood (llh): %e\n", rdata->llh); +} diff --git a/models/model_calvetti/model_calvetti.h b/models/model_calvetti/model_calvetti.h new file mode 100644 index 0000000000..97d201b047 --- /dev/null +++ b/models/model_calvetti/model_calvetti.h @@ -0,0 +1,214 @@ +#ifndef _amici_model_calvetti_h +#define _amici_model_calvetti_h +/* Generated by amiwrap (R2017b) 6a604c72d192e6f8726862b089ad2c0adb456a38 */ +#include +#include +#include "amici/defines.h" +#include //SUNMatrixContent_Sparse definition +#include "amici/solver_idas.h" +#include "amici/model_dae.h" + +namespace amici { +class Solver; +} + + +extern void J_model_calvetti(realtype *J, const realtype t, const realtype *x, const double *p, const double *k, const realtype *h, const realtype cj, const realtype *dx, const realtype *w, const realtype *dwdx); +extern void JB_model_calvetti(realtype *JB, const realtype t, const realtype *x, const realtype *p, const realtype *k, const realtype *h, const realtype cj, const realtype *xB, const realtype *dx, const realtype *dxB, const realtype *w, const realtype *dwdx); +extern void JDiag_model_calvetti(realtype *JDiag, const realtype t, const realtype *x, const realtype *p, const realtype *k, const realtype *h, const realtype cj, const realtype *dx, const realtype *w, const realtype *dwdx); +extern void JSparse_model_calvetti(SUNMatrixContent_Sparse JSparse, const realtype t, const realtype *x, const realtype *p, const realtype *k, const realtype *h, const realtype cj, const realtype *dx, const realtype *w, const realtype *dwdx); +extern void JSparseB_model_calvetti(SUNMatrixContent_Sparse JSparseB, const realtype t, const realtype *x, const realtype *p, const realtype *k, const realtype *h, const realtype cj, const realtype *xB, const realtype *dx, const realtype *dxB, const realtype *w, const realtype *dwdx); +extern void Jy_model_calvetti(double *nllh, const int iy, const realtype *p, const realtype *k, const double *y, const double *sigmay, const double *my); +extern void M_model_calvetti(realtype *M, const realtype t, const realtype *x, const realtype *p, const realtype *k); +extern void dJydsigma_model_calvetti(double *dJydsigma, const int iy, const realtype *p, const realtype *k, const double *y, const double *sigmay, const double *my); +extern void dJydy_model_calvetti(double *dJydy, const int iy, const realtype *p, const realtype *k, const double *y, const double *sigmay, const double *my); +extern void dwdx_model_calvetti(realtype *dwdx, const realtype t, const realtype *x, const realtype *p, const realtype *k, const realtype *h, const realtype *w, const realtype *tcl); +extern void dydx_model_calvetti(double *dydx, const realtype t, const realtype *x, const realtype *p, const realtype *k, const realtype *h, const realtype *w, const realtype *dwdx); +extern void root_model_calvetti(realtype *root, const realtype t, const realtype *x, const realtype *p, const realtype *k, const realtype *h, const realtype *dx); +extern void sigmay_model_calvetti(double *sigmay, const realtype t, const realtype *p, const realtype *k); +extern void w_model_calvetti(realtype *w, const realtype t, const realtype *x, const realtype *p, const realtype *k, const realtype *h, const realtype *tcl); +extern void x0_model_calvetti(realtype *x0, const realtype t, const realtype *p, const realtype *k); +extern void xdot_model_calvetti(realtype *xdot, const realtype t, const realtype *x, const realtype *p, const realtype *k, const realtype *h, const realtype *dx, const realtype *w); +extern void y_model_calvetti(double *y, const realtype t, const realtype *x, const realtype *p, const realtype *k, const realtype *h, const realtype *w); + +class Model_model_calvetti : public amici::Model_DAE { +public: + Model_model_calvetti() : amici::Model_DAE(6, + 6, + 6, + 6, + 6, + 6, + 0, + 0, + 4, + 1, + 38, + 53, + 0, + 0, + {}, + 26, + 5, + 3, + amici::SecondOrderMode::none, + std::vector(0,1.0), + std::vector(6,1.0), + std::vector(), + std::vector{1, 1, 1, 0, 0, 0}, + std::vector{}) + {}; + + virtual amici::Model* clone() const override { return new Model_model_calvetti(*this); }; + + const std::string getAmiciCommit() const override { return "6a604c72d192e6f8726862b089ad2c0adb456a38"; }; + + virtual void fJ(realtype *J, const realtype t, const realtype *x, const double *p, const double *k, const realtype *h, const realtype cj, const realtype *dx, const realtype *w, const realtype *dwdx) override { + J_model_calvetti(J, t, x, p, k, h, cj, dx, w, dwdx); + } + + virtual void fJB(realtype *JB, const realtype t, const realtype *x, const realtype *p, const realtype *k, const realtype *h, const realtype cj, const realtype *xB, const realtype *dx, const realtype *dxB, const realtype *w, const realtype *dwdx) override { + JB_model_calvetti(JB, t, x, p, k, h, cj, xB, dx, dxB, w, dwdx); + } + + virtual void fJDiag(realtype *JDiag, const realtype t, const realtype *x, const realtype *p, const realtype *k, const realtype *h, const realtype cj, const realtype *dx, const realtype *w, const realtype *dwdx) override { + JDiag_model_calvetti(JDiag, t, x, p, k, h, cj, dx, w, dwdx); + } + + virtual void fJSparse(SUNMatrixContent_Sparse JSparse, const realtype t, const realtype *x, const realtype *p, const realtype *k, const realtype *h, const realtype cj, const realtype *dx, const realtype *w, const realtype *dwdx) override { + JSparse_model_calvetti(JSparse, t, x, p, k, h, cj, dx, w, dwdx); + } + + virtual void fJSparseB(SUNMatrixContent_Sparse JSparseB, const realtype t, const realtype *x, const realtype *p, const realtype *k, const realtype *h, const realtype cj, const realtype *xB, const realtype *dx, const realtype *dxB, const realtype *w, const realtype *dwdx) override { + JSparseB_model_calvetti(JSparseB, t, x, p, k, h, cj, xB, dx, dxB, w, dwdx); + } + + virtual void fJrz(double *nllh, const int iz, const realtype *p, const realtype *k, const double *rz, const double *sigmaz) override { + } + + virtual void fJy(double *nllh, const int iy, const realtype *p, const realtype *k, const double *y, const double *sigmay, const double *my) override { + Jy_model_calvetti(nllh, iy, p, k, y, sigmay, my); + } + + virtual void fJz(double *nllh, const int iz, const realtype *p, const realtype *k, const double *z, const double *sigmaz, const double *mz) override { + } + + virtual void fM(realtype *M, const realtype t, const realtype *x, const realtype *p, const realtype *k) override { + M_model_calvetti(M, t, x, p, k); + } + + virtual void fdJrzdsigma(double *dJrzdsigma, const int iz, const realtype *p, const realtype *k, const double *rz, const double *sigmaz) override { + } + + virtual void fdJrzdz(double *dJrzdz, const int iz, const realtype *p, const realtype *k, const double *rz, const double *sigmaz) override { + } + + virtual void fdJydsigma(double *dJydsigma, const int iy, const realtype *p, const realtype *k, const double *y, const double *sigmay, const double *my) override { + dJydsigma_model_calvetti(dJydsigma, iy, p, k, y, sigmay, my); + } + + virtual void fdJydy(double *dJydy, const int iy, const realtype *p, const realtype *k, const double *y, const double *sigmay, const double *my) override { + dJydy_model_calvetti(dJydy, iy, p, k, y, sigmay, my); + } + + virtual void fdJzdsigma(double *dJzdsigma, const int iz, const realtype *p, const realtype *k, const double *z, const double *sigmaz, const double *mz) override { + } + + virtual void fdJzdz(double *dJzdz, const int iz, const realtype *p, const realtype *k, const double *z, const double *sigmaz, const double *mz) override { + } + + virtual void fdeltaqB(double *deltaqB, const realtype t, const realtype *x, const realtype *p, const realtype *k, const realtype *h, const int ip, const int ie, const realtype *xdot, const realtype *xdot_old, const realtype *xB) override { + } + + virtual void fdeltasx(double *deltasx, const realtype t, const realtype *x, const realtype *p, const realtype *k, const realtype *h, const realtype *w, const int ip, const int ie, const realtype *xdot, const realtype *xdot_old, const realtype *sx, const realtype *stau) override { + } + + virtual void fdeltax(double *deltax, const realtype t, const realtype *x, const realtype *p, const realtype *k, const realtype *h, const int ie, const realtype *xdot, const realtype *xdot_old) override { + } + + virtual void fdeltaxB(double *deltaxB, const realtype t, const realtype *x, const realtype *p, const realtype *k, const realtype *h, const int ie, const realtype *xdot, const realtype *xdot_old, const realtype *xB) override { + } + + virtual void fdrzdp(double *drzdp, const int ie, const realtype t, const realtype *x, const realtype *p, const realtype *k, const realtype *h, const int ip) override { + } + + virtual void fdrzdx(double *drzdx, const int ie, const realtype t, const realtype *x, const realtype *p, const realtype *k, const realtype *h) override { + } + + virtual void fdsigmaydp(double *dsigmaydp, const realtype t, const realtype *p, const realtype *k, const int ip) override { + } + + virtual void fdsigmazdp(double *dsigmazdp, const realtype t, const realtype *p, const realtype *k, const int ip) override { + } + + virtual void fdwdp(realtype *dwdp, const realtype t, const realtype *x, const realtype *p, const realtype *k, const realtype *h, const realtype *w, const realtype *tcl, const realtype *stcl) override { + } + + virtual void fdwdx(realtype *dwdx, const realtype t, const realtype *x, const realtype *p, const realtype *k, const realtype *h, const realtype *w, const realtype *tcl) override { + dwdx_model_calvetti(dwdx, t, x, p, k, h, w, tcl); + } + + virtual void fdxdotdp(realtype *dxdotdp, const realtype t, const realtype *x, const realtype *p, const realtype *k, const realtype *h, const int ip, const realtype *dx, const realtype *w, const realtype *dwdp) override { + } + + virtual void fdydp(double *dydp, const realtype t, const realtype *x, const realtype *p, const realtype *k, const realtype *h, const int ip, const realtype *w, const realtype *dwdp) override { + } + + virtual void fdydx(double *dydx, const realtype t, const realtype *x, const realtype *p, const realtype *k, const realtype *h, const realtype *w, const realtype *dwdx) override { + dydx_model_calvetti(dydx, t, x, p, k, h, w, dwdx); + } + + virtual void fdzdp(double *dzdp, const int ie, const realtype t, const realtype *x, const realtype *p, const realtype *k, const realtype *h, const int ip) override { + } + + virtual void fdzdx(double *dzdx, const int ie, const realtype t, const realtype *x, const realtype *p, const realtype *k, const realtype *h) override { + } + + virtual void froot(realtype *root, const realtype t, const realtype *x, const realtype *p, const realtype *k, const realtype *h, const realtype *dx) override { + root_model_calvetti(root, t, x, p, k, h, dx); + } + + virtual void frz(double *rz, const int ie, const realtype t, const realtype *x, const realtype *p, const realtype *k, const realtype *h) override { + } + + virtual void fsigmay(double *sigmay, const realtype t, const realtype *p, const realtype *k) override { + sigmay_model_calvetti(sigmay, t, p, k); + } + + virtual void fsigmaz(double *sigmaz, const realtype t, const realtype *p, const realtype *k) override { + } + + virtual void fsrz(double *srz, const int ie, const realtype t, const realtype *x, const realtype *p, const realtype *k, const realtype *h, const realtype *sx, const int ip) override { + } + + virtual void fstau(double *stau, const realtype t, const realtype *x, const realtype *p, const realtype *k, const realtype *h, const realtype *sx, const int ip, const int ie) override { + } + + virtual void fsx0(realtype *sx0, const realtype t,const realtype *x0, const realtype *p, const realtype *k, const int ip) override { + } + + virtual void fsz(double *sz, const int ie, const realtype t, const realtype *x, const realtype *p, const realtype *k, const realtype *h, const realtype *sx, const int ip) override { + } + + virtual void fw(realtype *w, const realtype t, const realtype *x, const realtype *p, const realtype *k, const realtype *h, const realtype *tcl) override { + w_model_calvetti(w, t, x, p, k, h, tcl); + } + + virtual void fx0(realtype *x0, const realtype t, const realtype *p, const realtype *k) override { + x0_model_calvetti(x0, t, p, k); + } + + virtual void fxdot(realtype *xdot, const realtype t, const realtype *x, const realtype *p, const realtype *k, const realtype *h, const realtype *dx, const realtype *w) override { + xdot_model_calvetti(xdot, t, x, p, k, h, dx, w); + } + + virtual void fy(double *y, const realtype t, const realtype *x, const realtype *p, const realtype *k, const realtype *h, const realtype *w) override { + y_model_calvetti(y, t, x, p, k, h, w); + } + + virtual void fz(double *z, const int ie, const realtype t, const realtype *x, const realtype *p, const realtype *k, const realtype *h) override { + } + +}; + +#endif /* _amici_model_calvetti_h */ diff --git a/models/model_calvetti/model_calvetti_J.cpp b/models/model_calvetti/model_calvetti_J.cpp new file mode 100644 index 0000000000..0d3a72f80d --- /dev/null +++ b/models/model_calvetti/model_calvetti_J.cpp @@ -0,0 +1,37 @@ + +#include "amici/symbolic_functions.h" +#include "amici/defines.h" //realtype definition +typedef amici::realtype realtype; +#include + +using namespace amici; + +void J_model_calvetti(realtype *J, const realtype t, const realtype *x, const double *p, const double *k, const realtype *h, const realtype cj, const realtype *dx, const realtype *w, const realtype *dwdx) { + J[0+0*6] = -cj-w[0]*(1.0E2/8.99E2)+dwdx[6]; + J[0+1*6] = dwdx[16]; + J[0+2*6] = dwdx[28]; + J[0+3*6] = dwdx[36]; + J[0+4*6] = dwdx[40]; + J[0+5*6] = dwdx[47]; + J[1+1*6] = -cj-w[6]*1.202935161794779E-2+dwdx[19]; + J[1+2*6] = dwdx[31]; + J[1+4*6] = dwdx[43]; + J[1+5*6] = dwdx[50]; + J[2+2*6] = -cj-w[31]*8.196729508204918E-9+dwdx[32]; + J[2+5*6] = dwdx[52]; + J[3+0*6] = w[0]*(1.0E2/8.99E2)-dwdx[6]+dwdx[7]*(w[23]*w[24]*2.0-w[20]*w[23]*w[24])-w[23]*w[24]*w[25]*dwdx[4]; + J[3+1*6] = -dwdx[16]-w[23]*w[24]*w[25]*dwdx[14]; + J[3+2*6] = -dwdx[28]-w[23]*w[24]*w[25]*dwdx[26]; + J[3+3*6] = -dwdx[36]-w[23]*w[24]*w[25]*dwdx[34]-1.0; + J[3+4*6] = -dwdx[40]-w[23]*w[24]*w[25]*dwdx[38]; + J[3+5*6] = -dwdx[47]-w[23]*w[24]*w[25]*dwdx[45]; + J[4+1*6] = w[6]*1.202935161794779E-2-dwdx[19]; + J[4+2*6] = -dwdx[31]; + J[4+3*6] = 1.0; + J[4+4*6] = -dwdx[43]-1.0; + J[4+5*6] = -dwdx[50]; + J[5+2*6] = w[31]*8.196729508204918E-9-dwdx[32]; + J[5+4*6] = 1.0; + J[5+5*6] = -dwdx[52]-1.0; +} + diff --git a/models/model_calvetti/model_calvetti_JB.cpp b/models/model_calvetti/model_calvetti_JB.cpp new file mode 100644 index 0000000000..5642bc792e --- /dev/null +++ b/models/model_calvetti/model_calvetti_JB.cpp @@ -0,0 +1,37 @@ + +#include "amici/symbolic_functions.h" +#include "amici/defines.h" //realtype definition +typedef amici::realtype realtype; +#include + +using namespace amici; + +void JB_model_calvetti(realtype *JB, const realtype t, const realtype *x, const realtype *p, const realtype *k, const realtype *h, const realtype cj, const realtype *xB, const realtype *dx, const realtype *dxB, const realtype *w, const realtype *dwdx) { + JB[0+0*6] = cj+w[0]*(1.0E2/8.99E2)-dwdx[6]; + JB[0+3*6] = w[0]*(-1.0E2/8.99E2)+dwdx[6]-dwdx[7]*(w[23]*w[24]*2.0-w[20]*w[23]*w[24])+w[23]*w[24]*w[25]*dwdx[4]; + JB[1+0*6] = -dwdx[16]; + JB[1+1*6] = cj+w[6]*1.202935161794779E-2-dwdx[19]; + JB[1+3*6] = dwdx[16]+w[23]*w[24]*w[25]*dwdx[14]; + JB[1+4*6] = w[6]*(-1.202935161794779E-2)+dwdx[19]; + JB[2+0*6] = -dwdx[28]; + JB[2+1*6] = -dwdx[31]; + JB[2+2*6] = cj+w[31]*8.196729508204918E-9-dwdx[32]; + JB[2+3*6] = dwdx[28]+w[23]*w[24]*w[25]*dwdx[26]; + JB[2+4*6] = dwdx[31]; + JB[2+5*6] = w[31]*(-8.196729508204918E-9)+dwdx[32]; + JB[3+0*6] = -dwdx[36]; + JB[3+3*6] = dwdx[36]+w[23]*w[24]*w[25]*dwdx[34]+1.0; + JB[3+4*6] = -1.0; + JB[4+0*6] = -dwdx[40]; + JB[4+1*6] = -dwdx[43]; + JB[4+3*6] = dwdx[40]+w[23]*w[24]*w[25]*dwdx[38]; + JB[4+4*6] = dwdx[43]+1.0; + JB[4+5*6] = -1.0; + JB[5+0*6] = -dwdx[47]; + JB[5+1*6] = -dwdx[50]; + JB[5+2*6] = -dwdx[52]; + JB[5+3*6] = dwdx[47]+w[23]*w[24]*w[25]*dwdx[45]; + JB[5+4*6] = dwdx[50]; + JB[5+5*6] = dwdx[52]+1.0; +} + diff --git a/models/model_calvetti/model_calvetti_JDiag.cpp b/models/model_calvetti/model_calvetti_JDiag.cpp new file mode 100644 index 0000000000..6a1cf9cd56 --- /dev/null +++ b/models/model_calvetti/model_calvetti_JDiag.cpp @@ -0,0 +1,17 @@ + +#include "amici/symbolic_functions.h" +#include "amici/defines.h" //realtype definition +typedef amici::realtype realtype; +#include + +using namespace amici; + +void JDiag_model_calvetti(realtype *JDiag, const realtype t, const realtype *x, const realtype *p, const realtype *k, const realtype *h, const realtype cj, const realtype *dx, const realtype *w, const realtype *dwdx) { + JDiag[0+0*6] = -cj-w[0]*(1.0E2/8.99E2)+dwdx[6]; + JDiag[1+0*6] = -cj-w[6]*1.202935161794779E-2+dwdx[19]; + JDiag[2+0*6] = -cj-w[31]*8.196729508204918E-9+dwdx[32]; + JDiag[3+0*6] = -dwdx[36]-w[23]*w[24]*w[25]*dwdx[34]-1.0; + JDiag[4+0*6] = -dwdx[43]-1.0; + JDiag[5+0*6] = -dwdx[52]-1.0; +} + diff --git a/models/model_calvetti/model_calvetti_JSparse.cpp b/models/model_calvetti/model_calvetti_JSparse.cpp new file mode 100644 index 0000000000..053841de0c --- /dev/null +++ b/models/model_calvetti/model_calvetti_JSparse.cpp @@ -0,0 +1,71 @@ + +#include "amici/symbolic_functions.h" +#include "amici/defines.h" //realtype definition +#include //SUNMatrixContent_Sparse definition +typedef amici::realtype realtype; +#include + +using namespace amici; + +void JSparse_model_calvetti(SUNMatrixContent_Sparse JSparse, const realtype t, const realtype *x, const realtype *p, const realtype *k, const realtype *h, const realtype cj, const realtype *dx, const realtype *w, const realtype *dwdx) { + JSparse->indexvals[0] = 0; + JSparse->indexvals[1] = 3; + JSparse->indexvals[2] = 0; + JSparse->indexvals[3] = 1; + JSparse->indexvals[4] = 3; + JSparse->indexvals[5] = 4; + JSparse->indexvals[6] = 0; + JSparse->indexvals[7] = 1; + JSparse->indexvals[8] = 2; + JSparse->indexvals[9] = 3; + JSparse->indexvals[10] = 4; + JSparse->indexvals[11] = 5; + JSparse->indexvals[12] = 0; + JSparse->indexvals[13] = 3; + JSparse->indexvals[14] = 4; + JSparse->indexvals[15] = 0; + JSparse->indexvals[16] = 1; + JSparse->indexvals[17] = 3; + JSparse->indexvals[18] = 4; + JSparse->indexvals[19] = 5; + JSparse->indexvals[20] = 0; + JSparse->indexvals[21] = 1; + JSparse->indexvals[22] = 2; + JSparse->indexvals[23] = 3; + JSparse->indexvals[24] = 4; + JSparse->indexvals[25] = 5; + JSparse->indexptrs[0] = 0; + JSparse->indexptrs[1] = 2; + JSparse->indexptrs[2] = 6; + JSparse->indexptrs[3] = 12; + JSparse->indexptrs[4] = 15; + JSparse->indexptrs[5] = 20; + JSparse->indexptrs[6] = 26; + JSparse->data[0] = -cj-w[0]*(1.0E2/8.99E2)+dwdx[6]; + JSparse->data[1] = w[0]*(1.0E2/8.99E2)-dwdx[6]+dwdx[7]*(w[23]*w[24]*2.0-w[20]*w[23]*w[24])-w[23]*w[24]*w[25]*dwdx[4]; + JSparse->data[2] = dwdx[16]; + JSparse->data[3] = -cj-w[6]*1.202935161794779E-2+dwdx[19]; + JSparse->data[4] = -dwdx[16]-w[23]*w[24]*w[25]*dwdx[14]; + JSparse->data[5] = w[6]*1.202935161794779E-2-dwdx[19]; + JSparse->data[6] = dwdx[28]; + JSparse->data[7] = dwdx[31]; + JSparse->data[8] = -cj-w[31]*8.196729508204918E-9+dwdx[32]; + JSparse->data[9] = -dwdx[28]-w[23]*w[24]*w[25]*dwdx[26]; + JSparse->data[10] = -dwdx[31]; + JSparse->data[11] = w[31]*8.196729508204918E-9-dwdx[32]; + JSparse->data[12] = dwdx[36]; + JSparse->data[13] = -dwdx[36]-w[23]*w[24]*w[25]*dwdx[34]-1.0; + JSparse->data[14] = 1.0; + JSparse->data[15] = dwdx[40]; + JSparse->data[16] = dwdx[43]; + JSparse->data[17] = -dwdx[40]-w[23]*w[24]*w[25]*dwdx[38]; + JSparse->data[18] = -dwdx[43]-1.0; + JSparse->data[19] = 1.0; + JSparse->data[20] = dwdx[47]; + JSparse->data[21] = dwdx[50]; + JSparse->data[22] = dwdx[52]; + JSparse->data[23] = -dwdx[47]-w[23]*w[24]*w[25]*dwdx[45]; + JSparse->data[24] = -dwdx[50]; + JSparse->data[25] = -dwdx[52]-1.0; +} + diff --git a/models/model_calvetti/model_calvetti_JSparseB.cpp b/models/model_calvetti/model_calvetti_JSparseB.cpp new file mode 100644 index 0000000000..15769a394a --- /dev/null +++ b/models/model_calvetti/model_calvetti_JSparseB.cpp @@ -0,0 +1,71 @@ + +#include "amici/symbolic_functions.h" +#include "amici/defines.h" //realtype definition +#include //SUNMatrixContent_Sparse definition +typedef amici::realtype realtype; +#include + +using namespace amici; + +void JSparseB_model_calvetti(SUNMatrixContent_Sparse JSparseB, const realtype t, const realtype *x, const realtype *p, const realtype *k, const realtype *h, const realtype cj, const realtype *xB, const realtype *dx, const realtype *dxB, const realtype *w, const realtype *dwdx) { + JSparseB->indexvals[0] = 0; + JSparseB->indexvals[1] = 1; + JSparseB->indexvals[2] = 2; + JSparseB->indexvals[3] = 3; + JSparseB->indexvals[4] = 4; + JSparseB->indexvals[5] = 5; + JSparseB->indexvals[6] = 1; + JSparseB->indexvals[7] = 2; + JSparseB->indexvals[8] = 4; + JSparseB->indexvals[9] = 5; + JSparseB->indexvals[10] = 2; + JSparseB->indexvals[11] = 5; + JSparseB->indexvals[12] = 0; + JSparseB->indexvals[13] = 1; + JSparseB->indexvals[14] = 2; + JSparseB->indexvals[15] = 3; + JSparseB->indexvals[16] = 4; + JSparseB->indexvals[17] = 5; + JSparseB->indexvals[18] = 1; + JSparseB->indexvals[19] = 2; + JSparseB->indexvals[20] = 3; + JSparseB->indexvals[21] = 4; + JSparseB->indexvals[22] = 5; + JSparseB->indexvals[23] = 2; + JSparseB->indexvals[24] = 4; + JSparseB->indexvals[25] = 5; + JSparseB->indexptrs[0] = 0; + JSparseB->indexptrs[1] = 6; + JSparseB->indexptrs[2] = 10; + JSparseB->indexptrs[3] = 12; + JSparseB->indexptrs[4] = 18; + JSparseB->indexptrs[5] = 23; + JSparseB->indexptrs[6] = 26; + JSparseB->data[0] = cj+w[0]*(1.0E2/8.99E2)-dwdx[6]; + JSparseB->data[1] = -dwdx[16]; + JSparseB->data[2] = -dwdx[28]; + JSparseB->data[3] = -dwdx[36]; + JSparseB->data[4] = -dwdx[40]; + JSparseB->data[5] = -dwdx[47]; + JSparseB->data[6] = cj+w[6]*1.202935161794779E-2-dwdx[19]; + JSparseB->data[7] = -dwdx[31]; + JSparseB->data[8] = -dwdx[43]; + JSparseB->data[9] = -dwdx[50]; + JSparseB->data[10] = cj+w[31]*8.196729508204918E-9-dwdx[32]; + JSparseB->data[11] = -dwdx[52]; + JSparseB->data[12] = w[0]*(-1.0E2/8.99E2)+dwdx[6]-dwdx[7]*(w[23]*w[24]*2.0-w[20]*w[23]*w[24])+w[23]*w[24]*w[25]*dwdx[4]; + JSparseB->data[13] = dwdx[16]+w[23]*w[24]*w[25]*dwdx[14]; + JSparseB->data[14] = dwdx[28]+w[23]*w[24]*w[25]*dwdx[26]; + JSparseB->data[15] = dwdx[36]+w[23]*w[24]*w[25]*dwdx[34]+1.0; + JSparseB->data[16] = dwdx[40]+w[23]*w[24]*w[25]*dwdx[38]; + JSparseB->data[17] = dwdx[47]+w[23]*w[24]*w[25]*dwdx[45]; + JSparseB->data[18] = w[6]*(-1.202935161794779E-2)+dwdx[19]; + JSparseB->data[19] = dwdx[31]; + JSparseB->data[20] = -1.0; + JSparseB->data[21] = dwdx[43]+1.0; + JSparseB->data[22] = dwdx[50]; + JSparseB->data[23] = w[31]*(-8.196729508204918E-9)+dwdx[32]; + JSparseB->data[24] = -1.0; + JSparseB->data[25] = dwdx[52]+1.0; +} + diff --git a/models/model_calvetti/model_calvetti_Jy.cpp b/models/model_calvetti/model_calvetti_Jy.cpp new file mode 100644 index 0000000000..7a758ba5bf --- /dev/null +++ b/models/model_calvetti/model_calvetti_Jy.cpp @@ -0,0 +1,31 @@ + +#include "amici/symbolic_functions.h" +#include "amici/defines.h" //realtype definition +typedef amici::realtype realtype; +#include + +using namespace amici; + +void Jy_model_calvetti(double *nllh, const int iy, const realtype *p, const realtype *k, const double *y, const double *sigmay, const double *my) { +switch(iy){ + case 0: + nllh[0] = amici::log((sigmay[0]*sigmay[0])*3.141592653589793*2.0)*5.0E-1+1.0/(sigmay[0]*sigmay[0])*pow(my[0]-y[0],2.0)*5.0E-1; + break; + case 1: + nllh[0] = amici::log((sigmay[1]*sigmay[1])*3.141592653589793*2.0)*5.0E-1+1.0/(sigmay[1]*sigmay[1])*pow(my[1]-y[1],2.0)*5.0E-1; + break; + case 2: + nllh[0] = amici::log((sigmay[2]*sigmay[2])*3.141592653589793*2.0)*5.0E-1+1.0/(sigmay[2]*sigmay[2])*pow(my[2]-y[2],2.0)*5.0E-1; + break; + case 3: + nllh[0] = amici::log((sigmay[3]*sigmay[3])*3.141592653589793*2.0)*5.0E-1+1.0/(sigmay[3]*sigmay[3])*pow(my[3]-y[3],2.0)*5.0E-1; + break; + case 4: + nllh[0] = amici::log((sigmay[4]*sigmay[4])*3.141592653589793*2.0)*5.0E-1+1.0/(sigmay[4]*sigmay[4])*pow(my[4]-y[4],2.0)*5.0E-1; + break; + case 5: + nllh[0] = amici::log((sigmay[5]*sigmay[5])*3.141592653589793*2.0)*5.0E-1+1.0/(sigmay[5]*sigmay[5])*pow(my[5]-y[5],2.0)*5.0E-1; + break; +} +} + diff --git a/models/model_calvetti/model_calvetti_M.cpp b/models/model_calvetti/model_calvetti_M.cpp new file mode 100644 index 0000000000..314fa486b9 --- /dev/null +++ b/models/model_calvetti/model_calvetti_M.cpp @@ -0,0 +1,14 @@ + +#include "amici/symbolic_functions.h" +#include "amici/defines.h" //realtype definition +typedef amici::realtype realtype; +#include + +using namespace amici; + +void M_model_calvetti(realtype *M, const realtype t, const realtype *x, const realtype *p, const realtype *k) { + M[0+0*6] = 1.0; + M[1+1*6] = 1.0; + M[2+2*6] = 1.0; +} + diff --git a/models/model_calvetti/model_calvetti_dJydsigma.cpp b/models/model_calvetti/model_calvetti_dJydsigma.cpp new file mode 100644 index 0000000000..f69094f7ed --- /dev/null +++ b/models/model_calvetti/model_calvetti_dJydsigma.cpp @@ -0,0 +1,31 @@ + +#include "amici/symbolic_functions.h" +#include "amici/defines.h" //realtype definition +typedef amici::realtype realtype; +#include + +using namespace amici; + +void dJydsigma_model_calvetti(double *dJydsigma, const int iy, const realtype *p, const realtype *k, const double *y, const double *sigmay, const double *my) { +switch(iy){ + case 0: + dJydsigma[0+0*1] = 1.0/(sigmay[0]*sigmay[0]*sigmay[0])*pow(my[0]-y[0],2.0)*-1.0+1.0/sigmay[0]; + break; + case 1: + dJydsigma[0+1*1] = 1.0/(sigmay[1]*sigmay[1]*sigmay[1])*pow(my[1]-y[1],2.0)*-1.0+1.0/sigmay[1]; + break; + case 2: + dJydsigma[0+2*1] = 1.0/(sigmay[2]*sigmay[2]*sigmay[2])*pow(my[2]-y[2],2.0)*-1.0+1.0/sigmay[2]; + break; + case 3: + dJydsigma[0+3*1] = 1.0/(sigmay[3]*sigmay[3]*sigmay[3])*pow(my[3]-y[3],2.0)*-1.0+1.0/sigmay[3]; + break; + case 4: + dJydsigma[0+4*1] = 1.0/(sigmay[4]*sigmay[4]*sigmay[4])*pow(my[4]-y[4],2.0)*-1.0+1.0/sigmay[4]; + break; + case 5: + dJydsigma[0+5*1] = 1.0/(sigmay[5]*sigmay[5]*sigmay[5])*pow(my[5]-y[5],2.0)*-1.0+1.0/sigmay[5]; + break; +} +} + diff --git a/models/model_calvetti/model_calvetti_dJydy.cpp b/models/model_calvetti/model_calvetti_dJydy.cpp new file mode 100644 index 0000000000..d69b3d9883 --- /dev/null +++ b/models/model_calvetti/model_calvetti_dJydy.cpp @@ -0,0 +1,31 @@ + +#include "amici/symbolic_functions.h" +#include "amici/defines.h" //realtype definition +typedef amici::realtype realtype; +#include + +using namespace amici; + +void dJydy_model_calvetti(double *dJydy, const int iy, const realtype *p, const realtype *k, const double *y, const double *sigmay, const double *my) { +switch(iy){ + case 0: + dJydy[0+0*1] = 1.0/(sigmay[0]*sigmay[0])*(my[0]*2.0-y[0]*2.0)*-5.0E-1; + break; + case 1: + dJydy[0+1*1] = 1.0/(sigmay[1]*sigmay[1])*(my[1]*2.0-y[1]*2.0)*-5.0E-1; + break; + case 2: + dJydy[0+2*1] = 1.0/(sigmay[2]*sigmay[2])*(my[2]*2.0-y[2]*2.0)*-5.0E-1; + break; + case 3: + dJydy[0+3*1] = 1.0/(sigmay[3]*sigmay[3])*(my[3]*2.0-y[3]*2.0)*-5.0E-1; + break; + case 4: + dJydy[0+4*1] = 1.0/(sigmay[4]*sigmay[4])*(my[4]*2.0-y[4]*2.0)*-5.0E-1; + break; + case 5: + dJydy[0+5*1] = 1.0/(sigmay[5]*sigmay[5])*(my[5]*2.0-y[5]*2.0)*-5.0E-1; + break; +} +} + diff --git a/models/model_calvetti/model_calvetti_dwdx.cpp b/models/model_calvetti/model_calvetti_dwdx.cpp new file mode 100644 index 0000000000..db1e8c82f4 --- /dev/null +++ b/models/model_calvetti/model_calvetti_dwdx.cpp @@ -0,0 +1,64 @@ + +#include "amici/symbolic_functions.h" +#include "amici/defines.h" //realtype definition +typedef amici::realtype realtype; +#include + +using namespace amici; + +void dwdx_model_calvetti(realtype *dwdx, const realtype t, const realtype *x, const realtype *p, const realtype *k, const realtype *h, const realtype *w, const realtype *tcl) { + dwdx[0] = 1.0/(x[0]*x[0]*x[0])*-2.0; + dwdx[1] = k[1]*w[15]*dwdx[0]; + dwdx[2] = dwdx[1]; + dwdx[3] = x[3]*dwdx[2]; + dwdx[4] = dwdx[3]; + dwdx[5] = -1.0/(w[20]*w[20])*dwdx[4]; + dwdx[6] = w[0]*w[14]*w[21]*(2.0/3.1E1)+w[0]*x[0]*w[14]*dwdx[5]*(2.0/3.1E1); + dwdx[7] = x[0]*2.0; + dwdx[8] = 1.0/(x[1]*x[1]*x[1])*-2.0; + dwdx[9] = k[3]*w[1]*dwdx[8]; + dwdx[10] = dwdx[9]; + dwdx[11] = x[4]*dwdx[10]; + dwdx[12] = dwdx[9]; + dwdx[13] = x[3]*dwdx[12]; + dwdx[14] = dwdx[11]+dwdx[13]; + dwdx[15] = -1.0/(w[20]*w[20])*dwdx[14]; + dwdx[16] = w[0]*x[0]*w[14]*dwdx[15]*(2.0/3.1E1); + dwdx[17] = dwdx[11]; + dwdx[18] = -1.0/(w[26]*w[26])*dwdx[17]; + dwdx[19] = w[6]*w[27]*w[29]*(2.0/1.63E2)+x[1]*w[6]*w[29]*dwdx[18]*(2.0/1.63E2); + dwdx[20] = 1.0/(x[2]*x[2]*x[2])*-2.0; + dwdx[21] = k[5]*w[4]*dwdx[20]; + dwdx[22] = dwdx[21]; + dwdx[23] = x[4]*dwdx[22]; + dwdx[24] = k[5]*w[4]*x[5]*dwdx[20]; + dwdx[25] = x[2]*2.0; + dwdx[26] = dwdx[23]+dwdx[24]; + dwdx[27] = -1.0/(w[20]*w[20])*dwdx[26]; + dwdx[28] = w[0]*x[0]*w[14]*dwdx[27]*(2.0/3.1E1); + dwdx[29] = dwdx[23]+dwdx[24]; + dwdx[30] = -1.0/(w[26]*w[26])*dwdx[29]; + dwdx[31] = x[1]*w[6]*w[29]*dwdx[30]*(2.0/1.63E2); + dwdx[32] = w[11]*w[32]*w[33]*w[34]*w[36]*(1.0/6.1E1)+x[2]*w[32]*w[33]*w[34]*w[36]*dwdx[25]*(1.0/6.1E1); + dwdx[33] = w[18]; + dwdx[34] = dwdx[33]; + dwdx[35] = -1.0/(w[20]*w[20])*dwdx[34]; + dwdx[36] = w[0]*x[0]*w[14]*dwdx[35]*(2.0/3.1E1); + dwdx[37] = w[8]; + dwdx[38] = dwdx[37]; + dwdx[39] = -1.0/(w[20]*w[20])*dwdx[38]; + dwdx[40] = w[0]*x[0]*w[14]*dwdx[39]*(2.0/3.1E1); + dwdx[41] = dwdx[37]; + dwdx[42] = -1.0/(w[26]*w[26])*dwdx[41]; + dwdx[43] = x[1]*w[6]*w[29]*dwdx[42]*(2.0/1.63E2); + dwdx[44] = k[5]*w[4]*w[5]; + dwdx[45] = dwdx[44]; + dwdx[46] = -1.0/(w[20]*w[20])*dwdx[45]; + dwdx[47] = w[0]*x[0]*w[14]*dwdx[46]*(2.0/3.1E1); + dwdx[48] = dwdx[44]; + dwdx[49] = -1.0/(w[26]*w[26])*dwdx[48]; + dwdx[50] = x[1]*w[6]*w[29]*dwdx[49]*(2.0/1.63E2); + dwdx[51] = -1.0/(x[5]*x[5]); + dwdx[52] = x[2]*w[11]*w[32]*w[33]*w[36]*dwdx[51]*(1.0/6.1E1); +} + diff --git a/models/model_calvetti/model_calvetti_dydx.cpp b/models/model_calvetti/model_calvetti_dydx.cpp new file mode 100644 index 0000000000..2918eff3dc --- /dev/null +++ b/models/model_calvetti/model_calvetti_dydx.cpp @@ -0,0 +1,22 @@ + +#include "amici/symbolic_functions.h" +#include "amici/defines.h" //realtype definition +typedef amici::realtype realtype; +#include + +using namespace amici; + +void dydx_model_calvetti(double *dydx, const realtype t, const realtype *x, const realtype *p, const realtype *k, const realtype *h, const realtype *w, const realtype *dwdx) { + dydx[0+0*6] = 1.0; + dydx[1+1*6] = 1.0; + dydx[2+2*6] = 1.0; + dydx[3+0*6] = (x[3]*2.0)/x[0]+(1.0/(k[0]*k[0])*x[0]*4.0)/k[1]-(1.0/(k[0]*k[0])*x[0]*(x[3]*((k[0]*k[0])*k[1]*1.0/(x[0]*x[0])+(k[2]*k[2])*k[3]*1.0/(x[1]*x[1]))+x[4]*((k[2]*k[2])*k[3]*1.0/(x[1]*x[1])+(k[4]*k[4])*k[5]*1.0/(x[2]*x[2]))+(k[4]*k[4])*k[5]*1.0/(x[2]*x[2])*x[5])*2.0)/k[1]; + dydx[3+1*6] = (1.0/(k[0]*k[0])*(x[0]*x[0])*((k[2]*k[2])*k[3]*1.0/(x[1]*x[1]*x[1])*x[3]*2.0+(k[2]*k[2])*k[3]*1.0/(x[1]*x[1]*x[1])*x[4]*2.0))/k[1]; + dydx[3+2*6] = (1.0/(k[0]*k[0])*(x[0]*x[0])*((k[4]*k[4])*k[5]*1.0/(x[2]*x[2]*x[2])*x[4]*2.0+(k[4]*k[4])*k[5]*1.0/(x[2]*x[2]*x[2])*x[5]*2.0))/k[1]; + dydx[3+3*6] = -(1.0/(k[0]*k[0])*(x[0]*x[0])*((k[0]*k[0])*k[1]*1.0/(x[0]*x[0])+(k[2]*k[2])*k[3]*1.0/(x[1]*x[1])))/k[1]; + dydx[3+4*6] = -(1.0/(k[0]*k[0])*(x[0]*x[0])*((k[2]*k[2])*k[3]*1.0/(x[1]*x[1])+(k[4]*k[4])*k[5]*1.0/(x[2]*x[2])))/k[1]; + dydx[3+5*6] = -(1.0/(k[0]*k[0])*(k[4]*k[4])*k[5]*(x[0]*x[0])*1.0/(x[2]*x[2]))/k[1]; + dydx[4+3*6] = 1.0; + dydx[5+4*6] = 1.0; +} + diff --git a/models/model_calvetti/model_calvetti_root.cpp b/models/model_calvetti/model_calvetti_root.cpp new file mode 100644 index 0000000000..d7db388c6f --- /dev/null +++ b/models/model_calvetti/model_calvetti_root.cpp @@ -0,0 +1,15 @@ + +#include "amici/symbolic_functions.h" +#include "amici/defines.h" //realtype definition +typedef amici::realtype realtype; +#include + +using namespace amici; + +void root_model_calvetti(realtype *root, const realtype t, const realtype *x, const realtype *p, const realtype *k, const realtype *h, const realtype *dx) { + root[0] = -t+1.0E1; + root[1] = -t+1.2E1; + root[2] = t-1.0E1; + root[3] = t-1.2E1; +} + diff --git a/models/model_calvetti/model_calvetti_sigmay.cpp b/models/model_calvetti/model_calvetti_sigmay.cpp new file mode 100644 index 0000000000..dfd7cca3b9 --- /dev/null +++ b/models/model_calvetti/model_calvetti_sigmay.cpp @@ -0,0 +1,17 @@ + +#include "amici/symbolic_functions.h" +#include "amici/defines.h" //realtype definition +typedef amici::realtype realtype; +#include + +using namespace amici; + +void sigmay_model_calvetti(double *sigmay, const realtype t, const realtype *p, const realtype *k) { + sigmay[0] = 1.0; + sigmay[1] = 1.0; + sigmay[2] = 1.0; + sigmay[3] = 1.0; + sigmay[4] = 1.0; + sigmay[5] = 1.0; +} + diff --git a/models/model_calvetti/model_calvetti_w.cpp b/models/model_calvetti/model_calvetti_w.cpp new file mode 100644 index 0000000000..9ecb4c3d41 --- /dev/null +++ b/models/model_calvetti/model_calvetti_w.cpp @@ -0,0 +1,49 @@ + +#include "amici/symbolic_functions.h" +#include "amici/defines.h" //realtype definition +typedef amici::realtype realtype; +#include + +using namespace amici; + +void w_model_calvetti(realtype *w, const realtype t, const realtype *x, const realtype *p, const realtype *k, const realtype *h, const realtype *tcl) { + w[0] = 1.0/k[0]; + w[1] = k[2]*k[2]; + w[2] = 1.0/(x[1]*x[1]); + w[3] = k[3]*w[1]*w[2]; + w[4] = k[4]*k[4]; + w[5] = 1.0/(x[2]*x[2]); + w[6] = 1.0/k[2]; + w[7] = k[5]*w[4]*w[5]; + w[8] = w[3]+w[7]; + w[9] = x[4]*w[8]; + w[10] = k[5]*w[4]*w[5]*x[5]; + w[11] = x[2]*x[2]; + w[12] = h[1]*(1.0/3.1E1); + w[13] = k[1]*(1.0/2.0); + w[14] = w[13]-1.0; + w[15] = k[0]*k[0]; + w[16] = 1.0/(x[0]*x[0]); + w[17] = k[1]*w[15]*w[16]; + w[18] = w[3]+w[17]; + w[19] = x[3]*w[18]; + w[20] = w[9]+w[10]+w[19]; + w[21] = 1.0/w[20]; + w[22] = w[0]*x[0]*w[14]*w[21]*(2.0/3.1E1); + w[23] = 1.0/(k[0]*k[0]); + w[24] = 1.0/k[1]; + w[25] = x[0]*x[0]; + w[26] = w[9]+w[10]; + w[27] = 1.0/w[26]; + w[28] = k[3]*(1.0/2.0); + w[29] = k[1]+w[28]-1.0; + w[30] = x[1]*w[6]*w[27]*w[29]*(2.0/1.63E2); + w[31] = 1.0/k[4]; + w[32] = 1.0/(k[4]*k[4]*k[4]); + w[33] = 1.0/k[5]; + w[34] = 1.0/x[5]; + w[35] = k[5]*(1.0/2.0); + w[36] = k[1]+k[3]+w[35]-1.0; + w[37] = x[2]*w[11]*w[32]*w[33]*w[34]*w[36]*(1.0/6.1E1); +} + diff --git a/models/model_calvetti/model_calvetti_x0.cpp b/models/model_calvetti/model_calvetti_x0.cpp new file mode 100644 index 0000000000..1d405146b5 --- /dev/null +++ b/models/model_calvetti/model_calvetti_x0.cpp @@ -0,0 +1,17 @@ + +#include "amici/symbolic_functions.h" +#include "amici/defines.h" //realtype definition +typedef amici::realtype realtype; +#include + +using namespace amici; + +void x0_model_calvetti(realtype *x0, const realtype t, const realtype *p, const realtype *k) { + x0[0] = k[0]; + x0[1] = k[2]; + x0[2] = k[4]; + x0[3] = 1.0; + x0[4] = 1.0; + x0[5] = 1.0; +} + diff --git a/models/model_calvetti/model_calvetti_xdot.cpp b/models/model_calvetti/model_calvetti_xdot.cpp new file mode 100644 index 0000000000..5ced5c757c --- /dev/null +++ b/models/model_calvetti/model_calvetti_xdot.cpp @@ -0,0 +1,17 @@ + +#include "amici/symbolic_functions.h" +#include "amici/defines.h" //realtype definition +typedef amici::realtype realtype; +#include + +using namespace amici; + +void xdot_model_calvetti(realtype *xdot, const realtype t, const realtype *x, const realtype *p, const realtype *k, const realtype *h, const realtype *dx, const realtype *w) { + xdot[0] = h[0]*(-1.0/3.1E1)+w[12]+w[22]-dx[0]-w[0]*x[0]*(1.0E2/8.99E2)+1.29E2/8.99E2; + xdot[1] = w[30]-dx[1]-x[1]*w[6]*1.202935161794779E-2+1.816432094310117E-2; + xdot[2] = w[37]-dx[2]-x[2]*w[31]*8.196729508204918E-9+8.196729508204918E-3; + xdot[3] = h[0]*(1.0/3.1E1)-x[3]-w[12]-w[22]+w[0]*x[0]*(1.0E2/8.99E2)+w[23]*w[24]*w[25]*2.0-w[20]*w[23]*w[24]*w[25]-1.29E2/8.99E2; + xdot[4] = x[3]-x[4]-w[30]+x[1]*w[6]*1.202935161794779E-2-1.816432094310117E-2; + xdot[5] = x[4]-x[5]-w[37]+x[2]*w[31]*8.196729508204918E-9-8.196729508204918E-3; +} + diff --git a/models/model_calvetti/model_calvetti_y.cpp b/models/model_calvetti/model_calvetti_y.cpp new file mode 100644 index 0000000000..b7dd0c135a --- /dev/null +++ b/models/model_calvetti/model_calvetti_y.cpp @@ -0,0 +1,17 @@ + +#include "amici/symbolic_functions.h" +#include "amici/defines.h" //realtype definition +typedef amici::realtype realtype; +#include + +using namespace amici; + +void y_model_calvetti(double *y, const realtype t, const realtype *x, const realtype *p, const realtype *k, const realtype *h, const realtype *w) { + y[0] = x[0]; + y[1] = x[1]; + y[2] = x[2]; + y[3] = (1.0/(k[0]*k[0])*(x[0]*x[0])*2.0)/k[1]-(1.0/(k[0]*k[0])*(x[0]*x[0])*(x[3]*((k[0]*k[0])*k[1]*1.0/(x[0]*x[0])+(k[2]*k[2])*k[3]*1.0/(x[1]*x[1]))+x[4]*((k[2]*k[2])*k[3]*1.0/(x[1]*x[1])+(k[4]*k[4])*k[5]*1.0/(x[2]*x[2]))+(k[4]*k[4])*k[5]*1.0/(x[2]*x[2])*x[5]))/k[1]; + y[4] = x[3]; + y[5] = x[4]; +} + diff --git a/models/model_calvetti/swig/CMakeLists.txt b/models/model_calvetti/swig/CMakeLists.txt new file mode 100644 index 0000000000..616cf5e437 --- /dev/null +++ b/models/model_calvetti/swig/CMakeLists.txt @@ -0,0 +1,33 @@ +cmake_minimum_required(VERSION 3.8) # swig_add_library + +if(POLICY CMP0078) + cmake_policy(SET CMP0078 OLD) +endif(POLICY CMP0078) + +find_package(SWIG REQUIRED) +include(${SWIG_USE_FILE}) + +find_package(PythonLibs REQUIRED) +include_directories(${PYTHON_INCLUDE_DIRS}) + +set(SWIG_LIBRARY_NAME _${PROJECT_NAME}) +set(CMAKE_SWIG_FLAGS "") +set_source_files_properties(${PROJECT_NAME}.i PROPERTIES CPLUSPLUS ON) + +# swig does not use INTERFACE_INCLUDE_DIRS of linked libraries, so add manually +get_target_property(AMICI_INCLUDE_DIRS Upstream::amici INTERFACE_INCLUDE_DIRECTORIES) +include_directories(${AMICI_INCLUDE_DIRS} ..) + +swig_add_library(${PROJECT_NAME} TYPE MODULE LANGUAGE python SOURCES ${PROJECT_NAME}.i) + +swig_link_libraries(${PROJECT_NAME} + ${PYTHON_LIBRARIES} + model) + +# configure module setup script +set(SETUP_PY_IN ${Amici_DIR}/model_setup.template.py) +set(SETUP_PY_OUT ${CMAKE_CURRENT_BINARY_DIR}/setup.py) + +add_custom_target(install-python + DEPENDS ${SWIG_LIBRARY_NAME} + COMMAND python ${SETUP_PY_OUT} install) diff --git a/models/model_calvetti/swig/model_calvetti.i b/models/model_calvetti/swig/model_calvetti.i new file mode 100644 index 0000000000..29a288c129 --- /dev/null +++ b/models/model_calvetti/swig/model_calvetti.i @@ -0,0 +1,14 @@ +%module model_calvetti +%import amici.i +// Add necessary symbols to generated header + +%{ +#include "wrapfunctions.h" +#include "amici/model_ode.h" +#include "amici/model_dae.h" +using namespace amici; +%} + + +// Process symbols in header +%include "wrapfunctions.h" diff --git a/models/model_calvetti/wrapfunctions.cpp b/models/model_calvetti/wrapfunctions.cpp new file mode 100644 index 0000000000..d78ca43b7a --- /dev/null +++ b/models/model_calvetti/wrapfunctions.cpp @@ -0,0 +1,7 @@ +#include "amici/model.h" +#include "wrapfunctions.h" + +std::unique_ptr getModel() { + return std::unique_ptr(new Model_model_calvetti()); +} + diff --git a/models/model_calvetti/wrapfunctions.h b/models/model_calvetti/wrapfunctions.h new file mode 100644 index 0000000000..dbd0a7e789 --- /dev/null +++ b/models/model_calvetti/wrapfunctions.h @@ -0,0 +1,8 @@ +#ifndef _amici_wrapfunctions_h +#define _amici_wrapfunctions_h + +#include "model_calvetti.h" + +std::unique_ptr getModel(); + +#endif /* _amici_wrapfunctions_h */ diff --git a/src/forwardproblem.cpp b/src/forwardproblem.cpp index f21b0da4aa..5196084de7 100644 --- a/src/forwardproblem.cpp +++ b/src/forwardproblem.cpp @@ -365,9 +365,6 @@ void ForwardProblem::handleEvent(realtype *tlastroot, const bool seflag) { if (!seflag) { solver->reInit(t, &x, &dx); - /* make time derivative consistent */ - solver->calcIC(t, &x, &dx); - if (solver->getSensitivityOrder() >= SensitivityOrder::first) { if (solver->getSensitivityMethod() == SensitivityMethod::forward) { solver->sensReInit(&sx, &sdx); diff --git a/src/solver_idas.cpp b/src/solver_idas.cpp index 83dcca112e..5ba9b4b0d1 100644 --- a/src/solver_idas.cpp +++ b/src/solver_idas.cpp @@ -180,10 +180,6 @@ void IDASolver::resetState(void *ami_mem, N_Vector yy0, N_Vector yp0) { /* current order */ ida_mem->ida_kk = 0; - - /* Initial setup not done yet */ - - ida_mem->ida_SetupDone = SUNFALSE; } void IDASolver::reInitPostProcessF(realtype *t, AmiVector *yout, @@ -199,7 +195,48 @@ void IDASolver::reInitPostProcessB(int which, realtype *t, AmiVector *yBout, void IDASolver::reInitPostProcess(void *ami_mem, realtype *t, AmiVector *yout, AmiVector *ypout, - realtype tout) {} + realtype tout) { + auto ida_mem = static_cast(ami_mem); + auto nst_tmp = ida_mem->ida_nst; + ida_mem->ida_nst = 0; + + auto status = IDASetStopTime(ida_mem, tout); + if(status != IDA_SUCCESS) + throw IDAException(status, "CVodeSetStopTime"); + + status = IDASolve(ami_mem, tout, t, yout->getNVector(), ypout->getNVector(), + IDA_ONE_STEP); + + if(status != IDA_SUCCESS) + throw IDAException(status, "reInitPostProcess"); + + ida_mem->ida_nst = nst_tmp+1; + if (ida_mem->ida_adjMallocDone == SUNTRUE) { + /* add new step to history array, this is copied from CVodeF */ + auto ia_mem = ida_mem->ida_adj_mem; + auto dt_mem = ia_mem->dt_mem; + + if (ida_mem->ida_nst % ia_mem->ia_nsteps == 0) { + /* currently not implemented, we should never get here as we + limit cv_mem->cv_nst < ca_mem->ca_nsteps, keeping this for + future regression */ + throw IDAException(AMICI_ERROR, "reInitPostProcess"); + } + + /* Load next point in dt_mem */ + dt_mem[ida_mem->ida_nst % ia_mem->ia_nsteps]->t = *t; + ia_mem->ia_storePnt(ida_mem, + dt_mem[ida_mem->ida_nst % ia_mem->ia_nsteps]); + + /* Set t1 field of the current ckeck point structure + for the case in which there will be no future + check points */ + ia_mem->ck_mem->ck_t1 = *t; + + /* tfinal is now set to *tret */ + ia_mem->ia_tfinal = *t; + } +} void IDASolver::reInit(realtype t0, AmiVector *yy0, AmiVector *yp0) { auto ida_mem = static_cast(solverMemory.get()); diff --git a/tests/cpputest/CMakeLists.txt b/tests/cpputest/CMakeLists.txt index baac740315..2553825764 100644 --- a/tests/cpputest/CMakeLists.txt +++ b/tests/cpputest/CMakeLists.txt @@ -37,6 +37,7 @@ set(TEST_MODELS events nested_events robertson + calvetti ) if(ENABLE_SWIG AND ENABLE_PYTHON) diff --git a/tests/cpputest/calvetti/CMakeLists.txt b/tests/cpputest/calvetti/CMakeLists.txt new file mode 100644 index 0000000000..388fdf9152 --- /dev/null +++ b/tests/cpputest/calvetti/CMakeLists.txt @@ -0,0 +1,19 @@ +get_filename_component(MODEL_NAME ${CMAKE_CURRENT_LIST_DIR} NAME) +project(model_${MODEL_NAME}_test) + +set(SRC_LIST + ../main.cpp + tests1.cpp +) + +include_directories(${CMAKE_CURRENT_SOURCE_DIR} ${CppUTest_INCLUDE_DIRS}) + +add_executable(${PROJECT_NAME} ${SRC_LIST}) +add_dependencies(${PROJECT_NAME} external_model_${MODEL_NAME}) + +target_link_libraries(${PROJECT_NAME} + amici-testing + model_${MODEL_NAME} +) + +add_test(NAME ${PROJECT_NAME} COMMAND ./${PROJECT_NAME} -c) diff --git a/tests/cpputest/calvetti/tests1.cpp b/tests/cpputest/calvetti/tests1.cpp new file mode 100644 index 0000000000..ae9b28c3cf --- /dev/null +++ b/tests/cpputest/calvetti/tests1.cpp @@ -0,0 +1,26 @@ +#include "CppUTest/TestHarness.h" +#include "CppUTestExt/MockSupport.h" + +#include +#include +#include "wrapfunctions.h" + +TEST_GROUP(groupCalvetti) +{ + void setup() { + + } + + void teardown() { + + } +}; + +TEST(groupCalvetti, testSimulation) { + amici::simulateVerifyWrite("/model_calvetti/nosensi/"); +} + + + + + diff --git a/tests/cpputest/expectedResults.h5 b/tests/cpputest/expectedResults.h5 index 85031cc85bf896ea23ce2e8d1af53ed78f9e6691..87cbc6e87a2c63e286ce624e32e0c9b5a00cffe2 100644 GIT binary patch delta 686586 zcmeFacUV)&7dM{VOFC-A7AwJuJ-QZDaH67O57@A+SXQw|MMW&2Yrzhp4t8uS)(y6> zYe{S?_E=U~YgANJRP4Cw`kp&;lY0~0ecwNS&+qyAJTYeubLY;SnfaVDB?*~-G7GnV zmL>(Vz9mpb%|(nRO+x?0&S{$5r@SU`Zc~yDo7Xhu8B?Cg-Mm-L-eU0d`ax=cOYP?5 zk5c}bY(8C3m+(^_%j(5v{!9yS<#F<9$sEcz@XwmZXgtbF<fBVQVy zwl}5xFg~AYL}QK`EOEU!mNF!%qsSj534F$^kYGZ&^5yest&#F|e7>|0nMb}XKAnqX zASks-LGzha_=Vo5Dw|baf~7e=#c;evS~SD{mlRvF6B4^Gfk5Rkvz>t!Prub7RA#xJxCUkPN#;iVeGEIwq?vPQEDr5gSU&hO^NfBzVIo z)}NIZ`VISUX*y3WyaFF_vOTb=YQ!qqZby)&sH_uLWt=uZR>SJ7AT#>=QL)M;f&2@d zZ8>2^g~*jPoRuig)yi}q+TZydDaSSN?5#;pr1&bC%r;!*;Q3YER5-wg^~XtEXE@p< zXN<;4o0|@2O}v;%jmPwtZNR3|vi7WHxTql)%gDB+L@6WG1@mYP^wV(uDpp5Zxv%jv z##|hStE(5s&UlS4;dYr>E*VFafs*q1o+WH3=@Y9{Nb&iyGJhWsQePa^UgMx`w{Etv zVg6QQ$-tyi|MkDU=-%w^`Ucq2N2bRK|JijlPNoYq`A zS~itslQYU=bBzWnX?rRl$E89lX*)_M*g! zRR2uHWIw|W+M8MlKU#O==8xDPIYC6r_8OM-ZDNh`G3Cky$%Ja=W(P^F*+EQNC+ujZ z)Z<8%ba=`hWkpizk`U#LV%Z8>s*xW~d3RXrl2o=Q!y2KIfH$;~sE1}LvzthT8)|I+ zPC|2%V4XV%Z8)e+{bE9WY-jtN~|puvLy`8+vMZBxAIwKA?{7A#3Gc7-EV_o<9?gK z4ZA3Ct#`K+S}kQwT$3O3v-9pF+G76JPvWA)#`X1 zzK~sUMDDZq+>MU4in>5h&x_Z9@5y13aVW^Bh^*2gL4^A4gx0=PsTetshj9W@=rkhW z#xM0gRhVV(R^<2;|DFa|bDyOeAnLwM&#rmOig250@DLaN%$5{j`z@~tia%tnHAlK& zyOaQ(0&M#}B~>%}uu3-P8KF6dU}N4An!|3^=N+lD;cN#z!G8+UjvZ}vDW>9utrefM zmjyttutLVRXJYcO=_#wHIXUoVV?MKFj`kF4AprQohjf^_piR^OB3T!J-+J$v&*uY8 zSN;e!dy5nSpFyRw4)}3{HEaLzhS$(mE z_h>7P{ERtKQ^o<(bAaX(3N5p*23Igucua%pG(iBlav(`iDd!Lo=FjB@=OdsA5V0d4 z`+Nrov>(31W%kLj=@Bm-7m_fMB?V^PSouRYA}wRA4wXz<$c0N*z@@&mI80(b*LFX{ z!Auiq2=pc!T0@4>Bi6?3%Uki7A6XpaF!nsG&*d2$;;4mDg)ii?*-{Da@{|oAy@cX} zX0SOANMp$iy?UR}9H=m#t5AV(V{LN_pNxzQcs1BpR+GbLU6JI0B{d?86PMkisZv$n zigscUFZ|RO)I`+tBRqPd8veq8+zlxZ5d#yU2=jm%|oYjM^z zSs?EFnbl%bhOZJ^cFVNt=ulc_VjJt<3uL2xaH>vT8RuLL(c<*IvIHDCR6Z65SY_pL zkJ9qtR%dCsfx+43Oo7&d@iL_pJ66eb2PViaNK@Kudx}lnWIF7aB=f~!2zuTynyAA84u5<>b%>~=1JEcu+1lo8jSS9Vj^A9Lg(w>w~fc|AHBrzH%j1AFa z!>o{&tOedx=rLG++`DjgaZ?;~q61ztNT#P8!&${}Cb%PB*u%v!A21DP26x0eck!GR zc^!tc`#M57tz`c3LY-Nc*(6Eq<=G1sKJDm3`L1CiY3rF!kTm7H%xU95uY7zuaj*n5F55jl*U2Q{t3C%sJXDGSh!u z*=-(9$cj)(4Y*z#Sv5uzacbf_}>=l8&N{Pb=A7g^M->u9Nd-vL^8|X{}O8M|1ROoL@w#Qj2=T=43lzQ%g|u z#$B>7oHiAxw5kz%n2}w`up;&1bmWTuoQmus2mzSS*jXkzvPia^2nFu)K{gg^+sI>a;-_w5R^M1zIcc)p7bh&2&1Z~eoR`A)GSG!@T?l=&yy)2M2W zolZN%%y)TyqRd+Np3ggQblb_ajC~wi~$-J&?&1zUpEsh_IulbNg&3zTYxn+3nISXC#a6iz!Jn~Z0$ z;bpP&1q4uZEB`|q={8VFYTv3@Vx3RkFKMtKnx=w2uh5(nP>TK;E!Ncntx0 z{a!DIcAuLe3MDa)GqjOWxe)ENQ`)j0MxTw+1OQG`nuL-_mx6zDsjEu*JLNlS`KqM9 zQJQmUn8brLk#;~4$IMC-6bZzVz=1gGmOzSs+W{-C%IaG0u95BX!6WB~2TFZ#z=o#9 zR{RlOGWqwaIBG}L$~bMA9JI&G2ws~Sh$z2qNkQBu6t_h5)xb~mQ zsie0km&A{6Qrh$if|m7`LJnigCMxL#j$0L57)9=ZtFi2C15Wm+CnrHIBhWvgK62D4TXH)Lb2cj@KEgdDELHMUb_AKt z1(Y^lfB-*F6U;S!5QMjRzwjl6C$0bjU{mu2286!jaJxsct=K8^tyq*c-bh3w zkt7zEdmHw}pq3&(W#lWWC%CdXi@s(g-w!UiJId1{^Zn_!OYYIWq`90$&u9tB8T5>X zket3?v-}8c2ZNp|3gjqi&kOy-DTq$Wu2Jh!CqHU#$EG-wiJJ3=UeQVGmKbNw=e!ac zP0abLuX&{BvJs@udo5%kg1Ys_i*fF)z#!&)lvEYL9C}A#m=pvs%sNWQ@$(e0yhsiH z%Mu5puV@~i7-xtxg-L@syM-ylktCj#T10NGS2A#{jCuy=D#*jEl|RTvO0C*hnGTHq zSl&VppaOPV=r!dc3mx=NMx3d?pywLA7qy-<&{=&w@_Nobms;?p7T{TN<~dWDvcW!Q zoi!*8mMc?*kXo?8r9pUXOUO-zv7-{1?zfG8`sWI%^jdAvV(k8Tmmj=tCWf&M-O!T-c**N7I2F=(kHZBsTWUClZK{c*(}*<}+5uGoLA(g6E0{<*Zq`dtMHMuaJ`j!T4VSgxR0c%-X`?)K2Dsn@ddmGV ziDW05sPxt~Q!$+gNoJd}3!&|>TFG<(ayiu*#Y1TKQ2gNn8l28(Am)P3n6DP(gEhIb z{z6EI?FM-}_2;K6hlOlta}h_-8VPy60e(GclU!;ecA&S~$Ql5Z6VwLV0Et>m^oH3> z*7gy!Oy?;2?a~{Oy-ABX&y7v}kK5QPhRWKdLY$MuDulI6g97^rD&#ZN*)0H~LbUPZ z?ZyTXDrPDn4GBRiW*i~82oLLsCA2n1uEMVdLoaa(gbkcRx#!xdn6ZQ;`olhn&_sWj zqeZ?l&CmFi|-~gNQ~N)gZ5aezR@R@^M6iN zFFLq<2?LA6>cav<)-ide6oXr#!^ZM*9kwr$XIqVX<^cAqnhdQkpE2hAk&D6ckA;6zHW$76Qvlk?aH3zbXoKG<1a zf%%13B#s;O0jfyw??cNqVHSvB)$M$MhnCF#ESREe1c`>NPV+0RQVShOm5K2pC=;@(kbed!ZdHLj0rmP;k>ml_Ee|ei#b$07 zAw8@IjI}21mRo#MjN9JgLq)>_@jh)tO}svptwKXKrsWW_(H3`w|FO25%#5A4<|NG8nr|X z@ueFuQ_^k*tC;JANh~o-HlfYK!RWX~NHR_m{vXoA_mbh3Eyzi#T?==i5Wt4D(u!bDx&~$x>N>@Q;FsQ)q47TyX4s1 zjfmSi7svW!d{33+-=>pB>*Q65;f+g`Xjua=-MVDODtQ2tFH$8%nfoG5Li~_KCoL`g zzRM3W?~s4%hv1~9ra){NF4tM@dPSNPr;U&saN09aDEgubP$;H1pimb2DR_lqdHf#= z#qv_IlR;x#3&gX_(aunEh(FztZyy!1&9u)Oq%Z|;BSli0Vkr7rwW3 z3~We>0JM&!e#uTK@LP3qPRu3hL?j~}J@M<-6A?#HC$OU^z>nc~f$-`?TM|}K z#XEG_s1hJCkz;c1skbiCY9U8?tOe|<@xiluQY+EoGpo>VmoCYdkw=I#V!|zQ0Yv~K z)LiEPvViH!D1ZdFB&D%REp#1?XU(n8$FrhZhtPNyTke?%9NZpBC~)19Ac{n*R0v@w zqDaiX3SN=;lmSJuIYd(q=ig|oOSYGzx&$V$FODqt9bM8O&r6ql&JzJ9(Iv&7i)ui0 ziO&m9P9Ec{a92{SN)jtlVGL71Xr+w8KgHQv$wrnU%(Q`kxB-OJUoNC#sN9@Gl`6)M za80nAgegi$1FRG<#pq+4B6$lH@bsf%OAA8b6ba6*t*DEUpQ4@BR7a7hpgJYCx{!b?X2I*-T4l^{pj8Sf1P0M6+23#^g}w6x ziaA8BjQY$fnI;PFK$ZzIdTJHXj38PCJNwDicuyZ$EZY|{f5$lywpCH*B+;bcw}lmD zLKK2Rp|P#hP6}~sOK((o#etVY0Xx%u{Bb=g%3)~C%w5}WF zyOc$&(KDaWbWb!2;-7Ps7uJ{lJ^Dul{`qeB+GM+dZc|eBqJQAGDW!E64R@k4Qu`?I z*(-%ANC)sLV>Vxs5X#!ex6DgrB=+V+wjv1};a)^|rmiq=dl1s`yGF(IB&20SV_5fV z-_1(mRX%NK*LXS~mBn15EkpwH))t|V*^Q9|p&GOmaXhqzzF2;L+8!gXE}};$yp}&Q zheJI@>Y{QO?MPBZ632@2lC~v=mg$&Czg;>aY!GQNiDM-WrGnsmvVnvoZb0pIFPS_9oz$J;KF5HR;n>3r!^nCZ$2;{85Ss z=IS`y_nCsar*)OeH*Cy!kxqaO&6BaAM0W@hP9+s0p+Vg&LUT*YOdKIOubxRDl_Mu5 zk`~Y&w=7an6_UBZr9!l<1DI~7B-yUSj%U@CR(*=XB*lS~WdY1OqEKMVt$SOoCUFTZ zFz}Jgx?`52wogiw-fPJm!d#gTA*dGdZI#S&0Vj^l45-zH_!%iUWr2)(TaiMy!6aSV0r18Wx)DZ zJ(I?74RGlN$tK!t{TBM|(lhDFH0{bK5)YYkE<`i(&$;rMcG2g|ze3d^$i*E_N&m%L zr=;yvqCe!sZ*p$_}+e)sm62|!P|+@$coceLJ})`8%M4H zV-bgEEBYtfgQyqM0Dn)fbQ5!lUJ(hzTd%}GW>1(LoGRi7dd0N3P=KF>Hc8Jzl=+0n z3o*+SrSSlD_x{|3u21$}F)Kw%g~YSWM`)u$_;W>tj$obZ?(!f;JQUY+z|5t z5$+Q=M8DeQhLp>t@hmOYZmH^nEtMilB_HJDT3KJ)R!Ful#>R~iVHkF{o`Vg5FnywO zn?9%E;0s4XlvGL5p)xGWDRiKH6gld;Tms_{-D4S`y;syA{K+1+f=OXPW_S0 zlY~j^_Uwygx+ICWL>zL2FYQm->qfrUlb$NLMSmG1&BX)$ zRFs0SV6*mk-6PgO78>6|UEJyp9QtHw0uDb3lZY(0NODQ7lQ>7~5l0f$8~K2?r3`R$ zfLx2C8ftQ_Q0HSR)_0v~ND%#_J><;^`i2wr4JT2|5h7XIC*LR-3*>Yu7~KD<0(Si! z60{0ArYD*bG_;j;q}`RY=)!zxtM6e?r89#KyHA=(V&eA*Y2sYahlJ#8Qsyd<{J}iY z$r7q=5*X#b?w>WjAnKpz2_EYM=NC8}lS(N~ww&dY#F%7z7p_G9Od>f_!fiHV zbsxk^GKo7dVg%Ngybk`~-KHD+nl{5F7*Vr`P_kE9dG4)tO62URWt1@6Ap|8Y&gXz*hfKa7O%MrcOK^!cG&<#OhLY0@-MJ&`nb=UH zTL-Bc?;NBgwj6h;4^EpbG<4Ki_mxnNWN>sxQy5OrDKE3;zeR}ib!)^YCcljPLA=CA z{fx=<_hKYe78vAwVOSa3x@bIORI@<88Z>3(MW56_NimO2Ev>}y581=4_6H@2Ran#X zN_%0Pa9h@aDWdd*J|^J@+Gq~@7)gDa;J^>p({zUwGO+ZewF!5{0yxQCha;gQtKp<7 zaNO7d<(>CY(v`7aA1I%(YqZ{+=%QX6Ch>24&WB13a}P1yJ_(E>Rbk6=13y3$?i@0= z2k0($4q5+MLC+y`90G8nUgv#+T532F#>MT8@VGn50v7d5X)W3?a#pA&r8!Gq>cmBx zDY2Q|GiBD<+lh|ZjeSC>-rxRu#d z$!$DZE4AkLRN5I~;}N)k01rV;G<8@ErvaY2F#_(oXst%Q6086mD38eTMmH!SYhGw2~I8~5}2c*Py^vsvWr|q5j?xK*QP70^_ zVE2Dh1zWXPn2DzK{QL-Ru>U**Zvin?4x_=c0HC;{J+=AAf4nS_}zr7z7 z3O7+|I6HgR%Cdl_?StsI%Nt1RN+043P)0J47b~n2NFyjsHVgOV=+W2$fTVUek3tRI z`OgNoqSB>6xIFk7W9jCG2M&2o%5YBq5S=w9O1Vsmv%{3evgF(zw;iqL_;RO(dsTPRFL&G2FbE_O4hC7I%Aqhp;QTfm_G z^o%pN@}V6HD_4e}m9Z-R0uQAmn(vyl`9u~gxH}^fsaO(VTZnWnPji<|B+VlUF7C?& zb)kQ7=E6qn{*>l+*uWt`GHe~(k)kL{lXcbDUP>V*v!n|gG0tBq2qQii5GZ@Q7sGx` zU=SlS^Csxqbz@K=WW?6{;`v6oYj$`tX9feBtu!+KsE{)mIrrW zpb{QdC(iQit|vApll6eFd2QJJf1lDsY2BqXIrCs}atQ%@mA$=imA(26C#{cno>1sx zPsG-?7I6ftGdqWB4=jW=M)vha6+Pe#=WW_p?E~ohdz3bD{2P3`d0-ZqYZRDsKmR*0E1yzerjEDdZx3ir z%M(F!nP62(P1IA`$q9K%YqMb0TE=RwsDdp#Dj!JQGrWYdJP)EEYH9q(wYsOrbiw4R?1v0zqt zEGjCqd}$7>XW_z}@?3&~toup?_A0c8+^|B_Jhx{hRspYs zuZc>+CVN5EgrxgT-imOM+`<#hsD`t}--+5s@8RLtKJUNFek*1Zq)abK`^U%+je-Cb zZ<-p*!^=g1=bR5BDS;=xl+lygLHDZ|e?pS5Lu3U)+s6aD3?a#~ds!ftb2n_j9TOkO zG$7pv9{4tFe4%U!C%sndQ~_R0-|sPte~($t%@p5T5vx~mX0?s2Tp)r&aKg7?K!OO? zz_Gb&gWQ&?Xy9_7I1NXo2KQkgn+F!MlG3DUBz{+lkdD6~{#lMAx%eGZ0w~`97CE;R z1e1c`z~{f5Urn!~BGxI^cJK{g8mh#LhsHpaV4e~TlvL%XS)hu;!0w{Gjoy~26};E? z46g858J04=cpGYSYHLHJ5q8UccUQc&A!!&{_-aH*I~O!+Oi1k#*i95f8_B_7+9y*h z21@fn!BAicC`e4rk-*}-*YCn$Y9MWp8%Kl&k`d~H!R#hp`I_>A2!<+A7}VxBr#x5G z0vnWJ0e&HTMt;C2j`zYs)(oc}7OVhU^CFj1ur=v^#k#ceWWbO}r@jM`hxv54szxv^ z+f{k(Wd2>@^xFl3k{09<66uWULTECO5FyjJ-97Drq^oBVp=I7cxW+(*ODeM-EKOG1 zQiXR7qCOsHYQiBt=y08N-TcxU;ly1ZI9%_xGFfee3ik`<9YTVQC!j!2Gjm}*=u+2u z8)s&+1;d0_5Id8#kM`yyP7ydFOVb#x`qt8{U>!YCwH@wxnW)P0!45-5c_G2vl*Cez zaQpY169{cT4g)WSkRnT~+fl5HeERQL8GW6{%CwSzm5)8JQgTCtmGjF7l~P}) zJ>~pMWqlT}rr|xkio02ho39MMq?0$Mp1k$_xR9B!7yNMqap22wuDq|+DOFqG@LDcK z&g?t?ft=ZoNaMJB3YlC&8ppt>d_u?sI3P_(XfhyYie2B5Er8NEJtSNl!z%B7gPaCn z{VQ@t-k|Msfsb8iFBzLIdjpsW4l)%;%4q@EN6hb;AK zPx}#W%u?eHnMEqdMsx9C5oVqV3~$0Xy)iTQGm!+@q4vVFI@+o{$L#MHrRqL-#QWc~3^@-533Xuz47OzNXf|db< zBxqTQkogHP>s}Cnnv-A)$5)Od)@Q*N!Zp1Ifl5eT)8VFZY+3=#>UfF9uw>MU7Lt0aI|zt)m;Ndp8jd?npk0WJ#8R zOgQ;I043*qNF6v_3rGs)C!9|ql{TnZ6*GdimAh6gXe7`)fa;(uHx_asO*ZEnj^%If zJUZx2ucyQu0YaT-HQjY4_~KJPd4lOD){^rLnhN8dIO9s4I=gV2yf?%fpDOhRRo!sX zIC3O=7)LJG!y?`&!qmfoY-R|MJf?~kYbd6M%~$`c{i&U(ruL^LK1dsH;ICeBO$O0b zETsP|d@n}xI~rX1L^~Wvjs!km7QY?al~1%io8*Y*^XcgcpyDpmO(HrHl$@~zr-iEm zn7L}PahyL{Ef~jSLB}$Q4mHPQwSf4Qu`4w2-LP#C7o#nnlJvJPc8(2Ju9y~7+^S!w zhBzI>YIWGWSZ#L460)YN|J``bnnODXF1%tA32A%{-7=4mWP?N|M^ha@?-R>~^1RIF z&%p9BpDV|!|6K`$#nC3akLh2Z=~NY zC6I|gNIY zucaBdoxW*=BxZ9`s@ltJR$dlKftbztPrNzVQjH)fq6Hjf=w*mTek_@*XuhKbXn z>VVw#*hC{n+{~I9FT{=I@3>5@so`$w{g)+lt06>_#xI{I88ie#O9(MhVbKfrOEuEK zc_z57k!ecX!tK1JB)Na08EMw{md!0tuorS>1M6SSXKgLdYdb|vA!F2qoKYd3`4ahb zI)bWD15iOdV>(eSxFmhehTRqF<`I3A-t?f$ruFAyX zfS#IaY-SfuIAou_-bmy`Hsf_7B)O$Gu_K|0-bwEabZgj|t5OSf7um_i6~XP<#88df zROMI8J9h6_+!`C9F*8^f?OH8YHqdwg+-Ihn@F2xEQ!j6h?ne=atd~3ahDGCKy*$uw z5N)Ol9Rf#d_@JbrtA>NX!)*FUerCaXd6YG2pvK~3jUA|2s>1Exc7RP5oWI>pR5gMV zx=}<51Se8QQ0Z`+gobk@-8wXsaML($G>|Tz8;bIr@D18~b0i(SIeL(d=TmuN4p}@u z2T!@-pi5)l&rCy&2O7*&3w{5sVHn3|Ljj(l$*>`$4P}iDwZQ6;Rsw6p7o1H8~<*dlWnxsj3lvZns#rq8lCLj zyO8$oRhuEv@Fio|F_h5bOYdfnen+E67^Nq_W}&0#UhmFx&mu|vs*~abqGH=g| z-8S9a2m5*ty%>)yQx5h0l(h|=ksLUB;@D|htuEy< z>&b`bUmA=>67%Bi7l$oIRR?7>Xuj~QExj<)z1OYt$msLuTHTUFRA+3grcjOBsKe8| zy|!zIkn`s%pN&;F+LBZJ`^WV-f&OkYr}gp1`;h&wRrU8Xcc9LEY9?-tk-!^RSog(EBRQ`xNhIDi5O+AtEyaEL<8{+Ld$R9!~Kha0#-r+d!T?5@Gy5V33o1&`^l8y@JWXcw@G<9JbW8Iv*Ee2 zU|FY8>l%LcL_$9BC$fyE!ei&FixuU5hQv?&!2>ol(VZp~_V*#Iv_&BUncQjk^8t-M zUU->sOR{c0ojb1iXXMjS3n`y#8TZc->zPk9=g8k(j)r5YXTAbHty>N?=C406Ceb`* zd~~`jkXhumVCfafOu|CEeU=7pl~2{w$4zT0nlRHrAGkt9?kkd6doqy@IWLezNOF0^ z5=wF>vKIn*Sh$^@O^1Tqt5#&=x2V0s#_tthHNDwP$oplTD=w8;7{b~KA`Yj0*<8%q zD`_jfu~&kY^Y%(Yyrw;yIYZP0(5ZBjU-h70JjE5orxVgC-(|1l;*1gys3FmrEu?*9 zuPP^0`qKj3JxepdqA6HOSY(vwHUr&yMRSEpE%X9suXIxG(tZu&aPXQ0TLb7TBY{(??!Q%^ZvaT4-rFuq~({ZVN7f~v_qdxxVs zJwh^jl&y~x&BL4YmK8fL5e6PuhY!vjaL+U(@9ZeoIb=TOfr%_yV_sx6G9Yyu-yztwUw;xrg z^3%Q6=QueB~;&}J0+^M)+thgw(B>XH@Kc3X1&uo&$~91)=( z8H275DPH4J*UMh{7Ctq&rHWBSskznnv|yft%13^yEb{-;B#oNboPMJ#m}PE>(4%~)o3+pQgM^dvGhqOwd|?o zORHQ)wSCG22Jia~?JKRDP}6Z5?HatdpQFwhWO?|{@w+F_ppR#sX{!x5i%!~?^{Te* zEc$&-hq(A1CD$Ps1*4{hPeOstDPObOTt*)^uUp&W!EeYESEQoPmD8xVB4PXXzfPks zyVvN?D4~LAV(;idXV9bpMsq>OW4r)ci79>zET@ zeDxcsT19rJywgZiwBoUx2dB~fNe3f)<(x)sRgL2_%Y8bHRzEHkmr(Z%s(m1A)5p9` zs6w5&4=zrhh@O7AP~%;x%cv$A7n*YMH?(_2-QA;|r%`p(qe!2}r&0eF)jMi(PovZ# z1K(eNavD8l=hiU1KaD0-No*MXW)GT>xc6(RPcf)_i?JjBMwigw?&te%yOfCh;lcR!+ZT2^jg()PR2?$qG;03k%p)EoT!X%s*5Qr@Y>Cs4P0A2e-K z$D)q6gXFzeUqG_0B}eoabpYjmY&mJF;uLByZdAD*i%y|NKlItLT9SoYH~YCl#X(tU zq-uZRT?ewzsx`%rm+k0853b0o7GBX0&1!$)%!`qBq=`>Ew&;h6+fZ2Eg;m$n4x);a z9MZk#4k;Gs6q@az>WOtcuThM+cQZ>hrj@~9dP2KlqJ2I|3A9V8dE;Lw@biL*Z3sUW@ zIsMqf=P3T4wv{{G38;d8t}5+5tWy$tBNq>)`;`yrSDJv)@?7)hQ^c2&iT*_{kHUapS~Uc zM5AjSsN6R31-e$&Sz@et3mPzQ?x2koo}=i*H?KQd^WssxrQ4?8UUmh=zSZp2&d5iV zo0z19GjdVL;AJf*m3o41|9xp#*t0y;?6c2`hld}cuItY4>3Qb`iW}uOI9Kuvole_b z<&On9s8D6!8T<2|qT^#bfBp2!Q)H^$t@QKQ927o$b8DCjZ-K~1}u=Ya~p|;&@ ze&i2ivcJ7h>iA<+T&Wv9^xQ*qq4Cx`6QXvZMkRJWIMO)4i3S~A5_di)7v*K1FZN*C zFf``q;(d*3{E5zA|5ND*$wNmX%an>+6M)uFd$zdqbq6}Cjft_2T&PKs;uAYH)5&2z zq6t&eM7jWRnoze<#36oY_7SSEqVX%Fs8&h2ohB2AaRBDSahf*s>4ZZ>>BCXY{2mG& zYqEo;qFZK&nvu*BsTuC9CTl-N^cp# zGE3MjV*ZdwLHtwAGbYiSk>$-$&h~mFb(6p#XEjBNnsYAuakmtaw`GfRlDC=nx*w&# zft76kjFVEknv|VKcP~|JQ;rR;uk_()Yps=C^WgXXE=L%-!$GxJTB1cLKseKB+Cds? zd zMrI8;z?qdzXgzm8{x3ojyFQnr4|BUI_%ly}_b0jdjrW&$k>JmFy}!(xbndvkKPR7- z+@XAz_h&xinNKw5JiI@1j%U79KArgpYRr3o&U-YE8Mk-^m*3s>_WtyDMBX3S1p#gP zj`tV!fJg*KfP_MRh2Fw*dt zaJk#+@KKd7{NxMwt8%H&2$zhL%y&SyrkB_W9r6F@0A@p--2xCCz{o#EnptoFGoSy@ z0sNl>_&*2me-7aP9KioyIe^%5xNsllwMZ8b2Qc%Eh(jE}e1~#0p++9ziJpp_NS?E#zk1g=5{1VBXPI`Xzp+XzI3sxKPG1* zBv2IZ<>mhAcC#??y8^FyF`~U0>E4W>ckV|#&O#LOrDq{x-wB=)J+K=KKi1~*k*s6# z3pas%t_lBl?+$+Ws(>X|Jc)EZ=SRZt&~D;l&u~+p*wLE7O8y~wo$Pl1Oh|HULJ9() zd$|7wCciW(T0^6Yg-KO>-M_z??&mA=u;@)K6@A6K6O1K%h204^x&)U}7o%OPFX1a% zU$escS}j@p+h3J8%PM8|cR8z=t+9Jh+53x_3kkK1tJ@YgHnvr<7jB!Z=J?|-wzR*F zci1uyZ&G#YUc&x0Y~#h)vQ_K_2XYmE_?ED@4WHuovcV=>z@pmW>&v~g1$|4`TXa8EQh5grzqaW&yYh-UU{Kr8zzqY{fcMAu^S6#$@S$ilOW%ge5 zpj6wls8WpX#l0QpZRy>0%~p2LM;hPMMrVD_qc&6Kl`66Q8mcQRUiSQ%`{=`oN#QXN zi+y(R?+Ht@?xFEp4p*vOX2o_P2NDz87Wr@{U!sLsef&rNQ>f&G z{*%VMyN9GtOO9+;`#zevX2FS5iN{dDFUyk54YN@B!0t0TpLmQCp3iJ{O?M1UI~da| zHTEHDw54~ImzEq9mb&^<)YjjT^~ttl(_3ewQcR&kjcpIm)EZkBT80cfgz~~|w~L3K zvt9WhAKK#0HB_{TU;3oQdy%Q-fEP#4?m+E(4yaVA`!(dVZaF(`)-m*UME^5gYwWNs zU<+`oR+rJvFJB@mt~-Gymu^=#BW|s&{^x#pON-;E=;k`Db{wA1hv!q^`5Ex+ zNBAsaP0iK%+9|Js>2cMA?OmN-xnh~t7j4xTl`R?MGt|B)hFqtQn z2uXgBqB0?gRjjN6G{1Y$8SdMX4TSPSLK^TZW@HgIf|_;&7@%o!)@9#Jykg2bwlgp-Hma_nfqX<8pfzg=R_#P|AvY9TxNS`tZcE~PXb zOH0Gz8`(VBnhJ>9-4_ZZzhP479_n2!h+MJmNxeq=@>-SjO7{XkR4|g|wG|U!buHAN zjxUyz3URK;qT4xOyM-nATpa^^=}r|cx8QT-Hu0s4ZXBDtdkJe>`G&>+HS=2Kv+wf} zTdZ;5PlINo_Uq@bFVg1#Du|h%XY*fximqRL(qWv9=I)D9JRUq6)jFQ^r};!zWO%j5 z85-3XjSgH=DXLCsw5;ZwiZkseQN8yKHyYQ@Ma{+qga_5WjTF`OH!u8f7!7V;^q)J5 zV`$g3;x%iO*@tY$!uR;D+8mFfJ8qFAtWQCI)u>hF*Qqm52g9q^bqmF!n;VWEc-(yi zN;{bN$K)nA(eM)WrVJ{40x323mdHyj?B7W%8t%& zI2wLCa3A_*;ncSW3g)3xEmC)MN}7nqj`Kftbn109z3@H%{j-ju;q7tJux{~}QBY{_ zA4e>_jP{?}acO_%B@}KtD9Mq3fi3-Juo&T4xMc=ZPAlQ z*HCxgbCLx^?Pyk)t9jZJ4wO)(-o~HXTteraVPlW&yM!|9=r8#mxrCa|EoZlvyMzvA ztd6?+0i$k>{C4}Ti9@%)EXIxE>s&{QCAV+dhuBeksRz404{@Nd^`l!GXFJfMp*t-J zP_Syq$I~r~UqbWCw(LKz^CeWiPyZvb@vG1cH0{BaT5)Kp^;*o{j@Oa;X@jJ+Id*g_ zIM$gv)q%cVd|R^CLTX&=;OiUVzycWyNz#eu?SzkTI<#DR`Xel{fitHsQz3BQde>gIWxj972QxgzJIfyp@82{KDZ5xsg@b6W9DYGzVNk^KdhRJQunUh_4C_n zXt=ITbmiW5^y$@5!@j{Fk*yP&J{{#iXil%H%O^NcmBjb;2SE#~XWhQh04ny^pT$1? zTz?-rGjv7psP?faZ$*6Q?qb(a>yN*0vuw7Zxr@dHmA-!w^_&)8`RWfE2ReQy;_IjY z2kKIB#ndhh9H{-_3a9#nI#7JI)9;Q9JB7Np%gdRdo`4DmKS@bAc?HSJ%#GQ5@(`Nl zBk9o@R$FWL{9Ja<)AQ(R+sv4=123Sl5vr{l&t5=nE`2(+wCY7vb4|?h-zz*sL8a?n zd~|Xkx>Q4T$I|iy8XvC-F1tSPR}|5EXxix0cI3O!{?#Zsh75Bbb{yUCI2xaDxz)Cx zPN2m_!(uNlI*HcL+xuI%>=hdJcd^YwriY^SiR0Sm9!N(se+oW#X>|%RkMG=n<((~P z>-OBQ^?IeFHD_k2?iSjCb~O6Quj)U$(9$()oSm0jQ10mpBhQAvLB?&Zo8CA&qB`2R ztJ<=T%jTik(q{FhkBLEbtIF5U{d*4D^Z3QisaNNrZTA}41bFDg-^V3a>F?kD7$Q(KlTOM^Ze+LxL(hYrqlrQU(;X__+`Bsp(S%r zi+v&W+HHA>hDa`&&uh#`nYrUtSh2s*%Oj~}H)6SoNt0O?7GYrvg7Pj6k30#Ds1GNBQJN~Szj%nuWjMy{QZ$* z+Spo^FE2^0)yuXiVYlCvCVg!m8+UotX1Rj&f0R_T(T~OoEdb=exzR z(alB5glOJeB;u@}RCpz}l=Y2ZbK8Nl!5w|&^hmt1{03~U>D!yJbjIgu`s%5Q`mf)$ z!=}=3#RsvivV(|vgH?Ead*E4R2)t`Nb z9xPl5_u))H&I)#YIExm{sCLR?SldqNle{mKyC5w%{yyxF%qT07v?v2x(!eljSqjYQ z5)#RmViHLtY$`hqQDJ=%i6j9wnU#h@xEm_C-_N=LW;OTkUImF{Pl zo|cqIDnl8Apo{}WC6f2>d?VP{xecBl56>Tj=l`b9H{)e-Y)EFY+$ew(XGZ_^T6j(&jSuwo@wq^iy{~`>+$QN^A&Y?8;$%2cO-Y zWIH?I$hJ?io3`Z2zaPxJR?1!~dP>iMSKrxsU5gB^e7?5*-kcJ3i^W&6|5oSD?d_p; zRrZ{gaWi+>tJ|^mU3Fc2C$$d=3bYFM3<~5FE=__0K2ipsn6eugDL4iXG&!E7B z*EA^5`pVB9L4nTpz9cBH^yWH`pumXHz9cB{YWHT(pum|!N)i-U)}ok4P(WR!KM4wK zndKQ2SQYbu1O;*;{_zM3^q<_H1O@&M69)zA!7kWc;LukGh`R!4auy)Y2L@3ld`1B} ze1*?2K$|}Sb*2Df`~(Oz5s<7Hpb_`4Ej)h@p5Fk^bHRdPfJ&F)+12pekMP`U_>6*Q zi^6k<;FAH*-h^jo7blO?pnx&yKY{|rR66Cj^E|5v$^CSRi!29c%~#XO$KA(4Vge>8 z&MPLc3|L+zx6c&XnuUOc4H5c;{`D;$;AuYq4; zKJSZb4u;!Ba=DCNK7ZaaQKQK1B8Du|2o77TJGOd?IQAh;$6lo0E)gf;qMN~JAxGuS z=g9LU0FZz;Yyv(RG`oOJy?#*#P_IAwC$ZNrFH+gd>mRxNyI%iWV7rAAKe6y9#1*$>px?`blds%Dsk)&BJI3|19sT9`4;y1Q*lz2t zA3yo%TJsG7lz;p9?Cx)_TtxRT_l#sBE~7ff>b8Djx7x-uJ$2)>Y6kl0X;FOeH{bHg zNk4YJ)MEQxl$@c9j=W>PnNwqi%^bTY_GIa1wsCET1$-=kMh+7>k7OLIvo<@X8o z&0BtBqHT7;qTCK!%(mLy8qGR!pac!Bv+YkIzF#Gk zdmm35yEGTx6^7G)_l@eZvg&M~iM?{rnZm#PvgqkV+qHnZPf}a_Wh?nGs!`46321l` z%0Ibl=FS6SGf~GeSH@R@4;tQp! zzp(A@AwAKqy@diLU%FMHObmb%`(=4bS`E&ORo z%RaSp`6ksrJ@4>`cSU2OTZ`d{+1wm$KZT@oNnBpFQk zi>`ImJt;Zd78ui_->`;@Z6zhC)lRM(h)m``u3C!Kw7n^Ly~~P=zkbuCK8rdv-?;lW zX_DCnO&atir*oyhx1j5z9rYjq3exPk3f~I=CSCcDd*1U~9^c=~}5)R*$hr zR&e^Qxq3Uabe&(|^6*XQ$Uo2<@f#_b;C1-}{F&>5@*h@8xQf zt@b;|@j*92ZS&#|XkUb8*+Qn*@XxyjXNMe=e{gfFqp>kv(Y8*J75XedXmR-sE%Ka0 zZ18J~Cx6wIM`b?Up8xBjtw+44(&UI2zn*EuH7OG7j{2IqJQ(+8q#}Pis#NrYe&50o zwgSubV`$qGTlVI-TZ?6PMWac-N2YzmdK zw~C@vzwws1}>;1t~l*Fa9_pR%WvogdW zF+69vVx?w|DuZSs1jCh3Ny$szKap+dmCufjNZ%Jgc9&>(|81O5Kdl72iZdl-k6FUe z{iSMAKiEPHQhF1r7VdK;+h>H{LOvO$;4|iDuQ@zO#*YPOieZQ_WsNoS%J&HaP+8hdO zcl#*=4l@!J9rrVvd2LHnM0Hkc#gE$qNn4H7zQ!n{K6$kjA^$eSaQepE+8%t_QX<-y zH@-soPfoN}wNE#I&J3(JqlF{ry^%7tg?G|3IkafJPm01L$X|XQZr*$ixefa=Jl-*fLMzEcrvzspXr5>w0T55WcdQ(%FS7G zd)9{d9A2c)KT|yykjGok3nrr4x z{FkDrvgtvg9YjUlt$0PZoTv5+YZrjC!Oz&*%h%9TqiY@#Fo&LuIjff%&A??#qWuS@ zu;m9i1z7xI>~n(aHgaGx-?OVK7A{LggSv1oNHKO5a1SsO6@}gZb}ojOs0cEy#Z~wF zqSH)9cLfbDAX^)14g2yobT~FXeK-=Yh?8h1OAW>463MlpLWU0#Zc=@}R~z!domfBo8ZRl9Xx}}`Dr_uw6yZwR zFUf`(!|O=PM7ihJ5t*2nH7?Byow~J@?ngHFUy{6)S$|h@|0T&Rf%*9^CC#gR9Y)DV z5HMTNPjtV(hBgaMc8RRbp&?puSP+ zY;45gB{gsn>|JGw@vR@uLioY#btWb+6twi%F>vQySn~7XKcgFqcAtcoECL76|E+d9 zXmsIjG%-qvFYr;Kcpqh7GxrMSokP-Yq3eh>AbnSh@dA1vO(~(pK7qdzhG^&MO|0M1 z5rr~8ax3Hv55oDj>y+1@PNEl8M#(?$SAFl#K6QI18~C>*If?hZtJyyYlHM9Etj4A% zA+Jq3;ot&Ulsv#Lz$@E?TJL+cs>I_ZdWyX#Zy^y5+{j#i_13D>5E*7e{ zfWEaDmgN8H0mrjMyThS5GZnd1q_-J;aW--WjKU4#ZPUJ?w4}hC-*2M4QV?TuvP!O8Gmxd{5bT^}C(VAn zaDfA=wlm$$^++r65qo&dOXxb;>-nO&3DMsuqx8>p`7cS?m?v@On&SjX9i4bdnhdg_ zalH-{|7@2ui!epU9nqEJ)E`mRlWyH~?+O_CO0+YcJ7s^b^ER6J8bvN?Isl4`QK=&y zRkiz43d z=a%pv`?LRCdK7>AAD149K+wDYIEf)x#6SFF`Oi+TS10~Du_AO``t;W$LW>pgkA$-= zLi3SJtD;GI#lW~26 z#^R6LR&KPS*JxpVD0I6N;eh`67S%wDB~6{i=J<6l)p2-mHO*F|APbtoCpIc788QC8 zPO!(uM+QKHIJzWqM(@{te`M6N>%HvuAb7f?Z%okM4?XROQbqFNYq^Yeg^Mv#Gb4htWY&+RQ!O{?* zPCTTGjeNrErWN4rpuC;KY8CPIbDrHEM=mAI^~CU`;xBZaLQ$Pvpa6MBA48#z1L!SZ z3eBV|M+3bD?_OKX0ve%Lm)Yvq?$A}ZEcFO!Pf&)v|L1QNGDxC zEjgHho{1mgubzDivW^*63cF{~`j=<>{pRK&>FRH?a=j=}#_&^@?ivE?yFu->E{syL zZw^c2EwL+7zqCyVj#$`{C@*MN;6WdNe(BeCQYrqd1vlCwh3m>{CIyXdIZ_2u{jD# zyn;>3{cZX|)o^iY>ZRd5E3|R4|8nC=ZzQ3qsnAH>44KWc26FKUXoSaJbcC*9>kRyF zZ~PSqQihY#j1+5Wb=wb0VL6jd3GT`VNqV8@iAyC&tb0L}i|Z$d zYX71u9C?A>O}u$MZM;qDe;fj-q>$D%X>pMzcH%ZPuajKFkCaG+ZY6ocnlU5Nal}Y(T3M$F7f5}Vm`LK(P z#_qIZ+&NYu!tMyE4wH%@sUnfe0%>iM76>UzNvT4L7s+X)BPYd8uR|um;ua%*E>0|| z){_b@sp^qR4{80A79nXRkkXNq6aP0bBt4`#e_5XS{pO*<|IMAUh75eCwZFKZbM8d$ zCykcK{RI6YazDHD!U)`tV8VR@_cJ75LEwILtfL6rPh2^X`?>8APT+ouj|UUDpA+9i z3EWRV88?CZ`7KQ3el$1s5V)Vm3`Fkd^8LTLpAK&#_mfggd}1k^AW=AaXw$qeSjUER4wgRJszmADQF61nws@h{*jsvm|mqDjY=aCr##W z?njw{$o+&D5xF1rQX==mbaWSi`{BRCN8o-KJ8cNu&siLi`*BGmazB-10|f5p)kPxr zGy6`F!2KlZa1gj3+Ow<#?#DXt0fGC;`o4$2{p2kD&HZrn5V@b4d?NQl<>*M@eq88_ z2;7eqhRFTA>XjmJKa1RE1n%d3B9Z&aqb71c!J$O%$4ZvS{k-;CBXB<#&#Dr*pXxXb z0{64qWsSi7#Plr@xu3`g9Rl}bc9F>a^ylUfxSvE-BKKq8_<_Lvtl1N}A7k=C0{62% z;YHwndgLkz+)vpE3xWH2dHMr^`%ykZj5xAeR(p3WY^ND7Z!2LM4 z?fhXt*lryH_wzKK$o=G=J4E1q_7rpwxF0im zBKHGPMDFLi2a)^fWFc}t0rW)fCqJc%!2K-f(-63y)UqE0?uYItk^5;fBXU1;`ZNUY z#}C_cj==rg?X@OwKQR}H+z(F%k^7nA>?3eL1xgnP+>h*IBKMQAXFq}a2`zUfa6gjO z5(Mt&b-o&b`{}8hCU8HZc|ip3XYKVB0{7Ejn@r$-cr*Uye$wcP+|LK@69n!@DjP%K zes0+8AaFm$KfV&UpHON^0{7FiqC?<*l5aWx2lq2lNaTL@Rs5U#$w?-1Khik^3<@`ETy0 z`!h9x`?+WKZ|=vdpUC}qtNok%nf^oMex5qt{ulRiDfKM3*UVC99=>uKfZCxUl-;G7Bb!cun<~K`u}wi7ym_i=_&Q6`wKOuqxice%-DaN zA|AT6J%lo`i@;5olr<=kSNV_cdQ4f?!1?zhtdp)$`0r%5xCKQSeE)gAH8#V*PTR z>M@cu9G}|x-OOQ5=vW-swzex6 zl*l>lZ+vus;pyf4;Yn?H@)o5Tdx(MJ{KxVsRc4sf!1v$lp@Ns<%-o;I!Z2stSGol! zi!q8{a3hUU?npKuFUIdI_9~tVodcf3j_@;aV%wc>=1^Zf*M5&u1NLk_H%UGz23+sP ze!jv3yc9b%uTvzu!$JNy1*@f}@Nf^A?$eXua9y{;*xU6syr0$;ZZdO%RnPiKjt)Ke zy?fIt&*U69PmI#2?`H=d^|2~{u3AJRd%lP}&lqA_wng+|O&-CAoBKO*hx}nMGM`nF z*$=qbkDs%AYXgCdb_Z17XhO&J<4W{er{R!n@rbZGGhBWip&-XnkLXjDmm2%7fu{cC z?rn^lcKLayB)SjhPMhiJErYoBDyd z)w$+?jatZr0eX#afiW$lFr#2TDi(!=n)=UCFkC_J?nZN+FEm80O_X{cK1!k6jtvF; zu7}Z0IO%xZcN=QF*;(?tcO0jWviZ9B?NJ*3}_lf%yVJcH<^|YrJF;^JV7G5r= z;7radoK+GX!TIVMjHx~^!cjcf$^0ri8`o=i+{Aw+1b5<7Om;!#HCzk%sS_qgG;l65 zslT!)1aMW(%XI7H*g<-W-h0IZh%&YyFxqo6Aw3x?z_i|K=&s7rQ*qy5fh z$k!jTW!`IacIm=8&3-yQ1~n`&M|M>g>c~K(3wB35!)ds8cXr@J zhX!a4+jSV9B7<+K*A1Rbl_S@}vB_lP8qi;AEXbv3fZXCM*Di3DgVOoX)t(obz~I5D zp1LO*nA#%~UWxld%t0+D+|qRzihbkVb^j2wwVjpvuB8vh4;FFo{3=7^dF*cty|9re z*X**Lcv>d37SLDoMCQT=?CMwRD;dD;$9pcjDGs8TDylh~TH)8+_lsj!Jc0SM6mx^h zJ1GA6m0{Yx9=d;OCPhj%!CscR_gAk~g71f0hFbJFAiZvH%`O}Z{Q3R^5=R5UPFUch z(_%RqTA#oPE}J5ADcY%Y?1dPRG-vtqj5iWWH`ci7^3$Q{Y~7Q=xCcOcIKjf%H4?<9 zLGOEVATV9W(7fAp0ddRoA>UW~(cZn|CUqmOh+D_AB}( zE`CkR?9K&RH>I3_Ckb$wF}3d*(`}d-C|X|VbAjq_T5j0Vn`O|wLjEw(K_8U#!eiOp z6H&urdu3hmUF770_;loA(cK=uAeY4uq#@UI`hv6%63MpKKBZ@mEIE>F0x2({l8EczeyC&z`c2LXxEE|Hk`cq`R@tcPjGGhOSVeevPikj8AZ3_*A83cKN#3~%1i+` z=8l_&2xp_h!CU?x-`FGRv{@&A+BEpZTF7xdxClOZUl4cXEdyMyU*EP@#gHKOE!^tD zBPbiKKG(IfAB--&`S3o_5G6FOdC(yi6q<2f%WZ)PdaeB!7tblcH+7EntZ^-H=VW+U zRjrGK#+LJxy|p@^RoUhB!B`VAeux)EWxIhvcT*2ftUj=s-Bdar(1LP0-3$|z>!9#$ zz>MGXS5T;AZ?a)T$>Tn4fz_&cROVh3r^crNj)IS)2RlL9}9yf7V9KQC<6WbMv_WY>gxTa{0 z^uDExnNYaG_)BK(HKzMORrVx`vn~$u+aI2*;fV*@HuZaQG0|`-%RW9m#}0jq6`znj zd=5;i3oWu6Gti@4L>IYcj99wbFPbQ&L1>A;E}LQjn9fT)L#)NnFH~kr-JAzrsun4G z?qx#!#<)G!CiD_|RAP0|_$UiXv#(Eko*D>uEw~m=-qV4F#ni~n4tKOm*-!8%|6Me6 zgp1ye;~u&zDEUV4dMJ7glUB!3d|cxd&t^BInzhaKAXSM{SMzaU8R?NB&5^!O>4^_3s}T zzzsDR)Jo`glX6>9Ds8CfcL1_KWmaT;Srx9ny#K52d?1?9>3C=6b^|Hx?iEyKyo2%* z7e3i8vVwIKW_{#mG$^7#R>1Z5JEt{e+JNr&j(Dch4tRLI{u|5n=g=FT z?cKJ~4z0@4jJ$a*;Nf_<;&OBhMACn*{;BQ^jzYJ`?L+H9XzIj<*4cWr_mnjCX+8X1 znO|q@kF@f2qF=5%qN$EHAsa6S#A2F=zUo|%l|1+qgjBX;S6D-#(}%P8X{R;36TXua z5i$h#-FHvchc?2{%KXu>OT93BQ%3w^bT1@!e7wNl)B~g4vwKQ&xCY((h^X_fdGYERgkP6wd77^dT#08re;&3&cA-`;qo#dPuupsLqI)p< za+53D-|H+;f9xxJ){ zVd)crxgob5s@(p-bZ_V~N4zqGDm>~s{O~H`qFE1l!R>{XUuJ&Or*T0)aIAv#U#%c1 z@V9BmbT|}mTnl2`Mh&Wa-nf4`W`{3EE*I_fwE*XtMxF9d44Q{J57V5Ng;f^rOa8F{ zSpp!|^jiW8@60A&hOeK8Li$(SWN|VO>(s9oToVTFTwS}=6fNLb8=JXnX$z{IWKR4L zTLwdYQIR8i9)k@pW65z2thD&?`jE5y9JXq7%8e#m#0{b|C(P z<5X5u^@tne5PO_57J5UztN+%v0~w+Ib*c41sJ7{TJ?zo|71L8rC7s=1ZK~LG6@Rx@ z{j~wEre{6yO;u|(w6zCzKRh9|lcxuQ9~}Gf%U%q!hKqJZy3xb8c}13b>~AGVZlV~c zVLFArR(Rdn2sA+t=PKCt?ZICboY+5oe!DfQIq>kdUy2IK)jgB&JIo3y_nu@9;gfsxg#~;2D?~e4$oCA2>z0u)TGk&Vc_*?-#E6ODF%(Qz1p^J&J7Mua~bf^2j9VW^Lo~G3%K`jCFNpF2b??_LA2{|t^30KS7vc~=t=xx~C{OUB;Ib;cHXqoA9?xIf`CXS6D)Og< z2WIkdXI@qWs455G?zETxzVhB1r%R>yxaD{P<~r+UAI`p)EK z7>U{ynex0y43o^8BaHk-q}=Wl++Y19F9F3qbMWc1qJojfZAKAn!BF@3y1)7hJHX0T z=*$VZf%~OHOqy>kz;OFSv$6%CqYMR(FX_xs%n{)nH9iI8?LYfjB8v+8a*bPuBJEJB zx5F+&8BK6!bd4P=Jp*(vdfM|G6~TjEj%I^P0j!j7NAT~I!-6Z0%ei-28n&yp(~0Ct z0nHhS@Qwa(kbdRVm_=;{9lV}N8amDBOLV8)tA=t=-kHL2=u#83)}Jc*ai$5r-+Q5^ z5!D1DrDFjhcFmCe#k%_K{T86;UpQc2>jfgz;Rf9KDuA=%T5{jf3O{(51RkW6p}d)S z?J8ev6KYg_$A#XspdzorjPacv=oe*M)SCYbWVDTX;_~qqNXRq#_fg732vTZ|S9@d! zhm4Xxdtrv4WCyS61AJ~jifIq5bm<1>sISsmk=>A{<)(1^bvLMV2~~)(_kh>acCXQk zJ&@9@cbF-wBXmaCY-&b7#vq?wU)>f0oO_fii*jz=wgxr zU0}Tq>dY$pL!)MlR?EfR)ATQ)vOOYLP9HB&WvTgS_k$VnjVSElr_eywdNiqIUwP1< z>=Sx5k5$p9lnFMIH|A(AIG9TI$Th^y)O$pJmm?~@>mVB~X@p{K7Sm#1ZYCk!?u~_5 zLl%e(inrA{5D5384L0Jx*udN>h0E0`ci^zKJnHn>75*GczWRK{8A=Ycnh2?0heyA+ z=Y12h0;ZdHjOI?5A_XWr>vfbGN<_AA%L!D2ojLQIOZeAprERwU?ca~U8`j)`+>{~A zne}5Y2mB7Acja?>Ge!~INMhjgA7&p8RO)HCU7m9ZLwBwzG^i~Ww_-acv477fPUQ#f zP9>fyT)19MvUx-$&U{VD)VnDVXR|sm&NiEY*)0$fZ+yG}6Bj`Lk26A z>4qBDRXAWuf7ZiA7oOl4&MM{YhChB?taTiA$dvq#?z``5ux#t;a$)i`45>I-3*Aq*RSoBb-IWSh@VPa7Y5Bc8=-k;E(HSNOJi2bT>W1z?N~q!6)w?E8BsuE~ zD$S_aTJLwaK?OVu8ks5KYle6s#2r1^1n*`)Dt&(31j73|oN1GrK+Z+cqvdTA{7wo! zQ?tVlZZ?|z!i1_pm}c}Y-18=I;pN~BXQ)6EJGgjuc;j>X)~*ldRNR}8t@E(gHp^yY zz@r#^RH+s1S8){|_HRdn1wIzTfl1I-&R;Np&JM)x_+Ke88Um@dMbVh328i(H-{8O7 z4FSq&vZ(>xQ2%@d^6)peZlm0+HB7_bQ|ejwM!TaMUc^iE<2OUm)$bJ?E&(5L7X}V$ zI$<-Vz>SA-@!Hxc{HoM=ufZh)wU5>LSC=txHD~IPvL`Pb6=*lNKP-&MDF?SriCjQV zH{$pnO#}foS*C^YHwLu&(zSus*A8i({T$TTqKbY@X6<;Csf$7)gPrrST8K6(SZrcb z4<-1mcAhGk5oc zW1wZ@#mXz-F)RDnB1H}if*#%ue5(rQIS!av*2+K;YkSyb>(gLi&#I@}c#9kC6I@T; zsa?WUyt;CrG?EhB`<0I}Tua1R)8v+@N-g8;d1XD$+x6fk(n8zBgWlrWEjKx+IeKsz zD+apz#9DAv;fI!mM#^ysiMtoYO(RKl+x21MpWc`hBtF8ScsPL-Ci#aypS=(Og27(y z=6qLyVtG>VthpCF*P;IUpu!9K-pdPm8hU}1W3D(CUgv55%PDpE6Ci)z8=p>g?SnSP zckYFwwy3`MmWPR(8oZD`s^7BXG#D*hydS0`4;74LjCm^i|b1)Zj}qVp8j=QprgL zQ|cF9V!v%c<$>_BzVZ;bo$UdG$OhQIjw>9E>IP|MdZ)+tyWs|F+LJe7-SF75>QP;2 zH^eFJsZYfJ{m1OdUK3Molx|{ty)&l~7s4(){R!JB2=*(yU#%HAA$g8DWGL)3{BqbY zqa1e*j-?(yDsxg2T4luwLbsiPBRc4rOglGJ2dkc?kGTbkMor)N+Qx8Y6%DrIctDNr z`#8m?9lFR=oyUHcg#{x2;Ssmb+Z2WHJy*HuV~8+mcf%A#E+MPSVJ!(b17tCg&5ylT z^8mU1lItBfJ%fYe@@+90K2Uxs6g}+lRE8QK-^Zo{Qc(2aL1W1qI`GIYKcN{Eg$rT8lxtjE z!$tcx8`WJO!O^F%uag%|;{AFas$4Nh*C#wzX8ll;?CWL zUcki|_}dA;d%(0yNlrM!6Mo*B@gJ`~02*{PCEE42Xg$P4eZyZ3hWDOZbNwa?hYFG{ zrvJ#nAJ5rdZFYG`?A_Vcts{?bzhFZVt(GDWZyk$5Wj@J69J@}JSzQdw?LMdbd%y&^ zcU!zvZ)`^FQQmTWGv(0BrDS+&do%QzI6ry9-V7}6jCzSDn!#G=q>A#%W{{!A^rata zhR*#DMygc9A(gB!{En3#T+50)sCc9aw1vITsj=X5TX_%N=uvD7vJ-K%IziilL-E4}n(WeaSz*4fw^@ zao-o;En#0f+wBp2E^mZ&g(u$Y24}u^w`e2q%?c`ZZtueX9(Gsq?M{0obXR_Inzy18 z*Aja3^(=OR6Ka+=L>t8zAiZPYpoH)-Xp(vMZX{9w_6_FvacGIa3y;^OdvAzA%EVdu zS3P2I660_EOy3`_uLM83xtYG1-16*TA*Ls zfBJ1Snj?b~C;GaK%@CGG<0ey;2|9Y&`Z@MkX%vdw?r~S}1vA3+>g;)Efxm{~ko)U9 z?`5E0W|yTn?*a=nVKLE#ZlE4^Auj8x2LzpW2yb=ugrak4T08qZLDOz}oKq_vWuD#3 zT)Tr0n0tLQLTvnjy@UPyKG7@Ca@Z&PvW_Dh(O4+HC~gZgRVJ#H>v+42j~?IV_sj6S z@V=FYi9TGG;Hts7(}UY`$Zz4=0E{>Lc~$w`FSu^?_n#lkj^Yj}s2+{{xqzb*FP9b7 zpU25JT{4^up25{>Gm}+rOyC%jm%lQzekA4gtQ$@HEtxDN&*fxh_>LE9IYmnkpu0dh ze=yun#tCk;i*94U_<;iZCp!frAGlvH_xtkHO-ShE>kJ#Y0n@01*ny~xQ8S(Ss^_d+9Bsqndtv7Da& z$}JBL6P25X)$u>;%Zi@0B*1!gE`?aW2{?2u_8RmyBi01v2XZ;(zZ{6xFAc z_(z+7qe!A)bFB%ES^sI7-q{QtwZV#^EX|-BAHx33F%k~Qg)k4?)`fQcLv}L4O>o}l zRJzi;3dC)GVsm;sKDWa?>rEeUwIEkAf%Qm@ng6sq!m^+!cs(=9X*?Q{0Phb31=(yP`C|Sz89@*T>Y|2F^G{_9PocDvn%DoB9%9KR$bZI+GoSX{*BT+R6c+ zwAF`gb;nSP`CCt$XiYSnyGr{e?-Ht$63MSUd>Lt+FZJ#WHbcAUF=@C?Gn22UReK*hcK)Sim4ykVG7bLzK6rTufmxslkm72M~E1i zPwp>wfh&QlCYV=lKpAMt%HW=fuJTOqOF6G7CtGlA53w9))y8o$bBg>5$}>2#Yd^w_4CZh*WEjcSB0YajWxornskQoS(U;DXlF!9!#5}8^#8H{GMP)K0t;X zOyx%|V38J5j?s*2I4O#ZnhGz7+y^A!;@aKy@eH!-InUpFN(eQVxP5Le;X(30d<`SV znNf&g2kW~2BV>;R*t3&lpgP%5NSi+zl#{3wd=^~6sVp+9oW>7cYVYg$KJE@36xB8> zYS*FeltyXssVi`2wCGYDmo6AKToT0&{CWzhVTJk?D_TfBiyb3~$4(`$7^GVk1ff2u z&!%Vl@1a_8-%0uLTj&Y(!>o>QKO}9pT*4gTiVU4LUJndgqP>#M*X#uAQTIC+8Ko2r zP~^0n<*LXA`KJDd+CT6)!@J9xn=cNuZ#_SdHyH&<+tp`7#3EoQV@z+=$Snlwt}O6x zSlt5e)VI@8CzQ}o;~W3@C)1eGl^;(v)kT2zdY;Sj(mu%g<<9e1mJQ4*dyd6h>;r3I zthy>{G11 zqVXdPoG;QJI~4r@BF!Y|zsV;+h2V9bTJ|`2;$G1i#SsG@Me;dXs!Oi|S=)@VhS_qAyog%tpuRJPUBwt6^v%d&bz z7Y7$MsrmAJ5g6-H`!Yy3K-yYHT3&er&?Y?-PFF7l>zyMa{K{(J!uNR6WV0S9`Q#HM zt;>;d+cCGe6ZqWDb5iry?r281%UL~NF)hg4&JMdRz6C8Sc8N~+wjdaEh#&E6hlVsB zNdbB*;G0XsQg!t~;Jv)#&|e2%#2p^AI(5RRZO4P|ADtjNV!hbo`WhBPbaXV{y@qh_ zn!7#XUGRA*i$S|D5cbiNKk~l657pe2Fipp**&(J%Ym0mnO_a7)>LX-?Z{JeSPF16F z36axX)BPH&i-J+nTKQQmrU~Ei!XN3#YcD^)wT!s&mG$ce|7<$H!7g-`R6e z(m57dY!74ioXvn6y`d&<#VKGFCpY>qF#$r)iTF+N#lVN#@x#hbBJeQ4%sRF|U=Wt+ znl)Zsw?lW%(9|&OXh1xV`s|ap3lMnPf1Z9y2^vC1`Bs#gUTli3?J1_@EbV;$^z;XlqZDY@7y*zw5#Qh zV>{YT^*NKhQ5n`NKPahmMzkAX_3gZGbVWrM&|;fJzm+2Af+bR?}h8+3io z?Dcw>4YSAGrw-|61JB9}7KPv1@Kdt*yxyWVVr$!Jy3)>o63m3wVwI%_iqC z39%PMJ3rEZaKeyK$=(B4Q0gA;TBPHIXV>G;ED0TjxGU6k?wY;OvuWvepI-`kX#I6B zO0=TnpH1J&)-_?H;tEQw42F^YGsO+`G2mK1^rxOB1+?S&56Kl}g711)AGzKm2&jnh zXnx)ZxQXKIfLo`)uCg!Pa5NthkL)iL{Z0$YGz+Xg%R32~!KG$iY1(khWAlTjR13KI@fTZY zH-Kbv3|kj@6Y!0`%oG%Fh9V|KRA}1*76L)SBSDKjCnCI1iV z*eZ8)iz(*m>|;|jzJ9_wevcE%=Ik6;VRu49*8-(|zB!`4QTBoqZAWA&m(4$^cOCg} z8@69}d5>!CCCZ)l+JI7}+yz6CCTN-WXq4v4hp-}A4s+&OxDwgvxF6NP2>D=m2vZI0 zek)L8a;zFqv;6$=?@z%p#b6h(C?@QNr4>#{8=x05&i%;TO{B7us|P26r_pzP#}$m5EG8^_X}9AojVV!E(u zMbh|)MEX7*qmG51Cw%T!<8k1nVN);Al>lY~-Xl+29>A0H(|01&HKFRpjyV(k)2Jk< z@weN@<4ED!&Y|aBdy#OzTv7zXVRX{VP)Uj7Fe*}WxskZQjYYxNe!84?vi2br- zjtHJ7aT%aWeGDH8Eh#8MVu0SdqWjLv9B{UHShY{#F@A%7hx3;o`HT zhUj0Lc5Jqqqs@0&A)gGdAWrL}uTQU9B60a=XO8@NjecN2s`-;Dd>{K7l-gJV)CbK~ zB}NmWPtYM)RH*>A?HkU{d|3qUUa0+Wm5x#-vPyP}dGtI@v3cGd>LXGkGnL8mFA9`z;d@!9hk zp%6#I`P!q6=(FW&Ha4gSxnxZ&3>T=tg2bME@4Cw%BHXuWWHT8$+YMef_ZLGp8~;w1 znNl#{>#|?ZtsIynd-d+x(^NuRyl8Y|>JwP$=bVAd?G$RZm_eA?$Jf7vCWT@juUt&3u%Kh8V)* zwznpN(=;TIeQ&@7eJ?*E_}Bqx+!(b@C7lr)1DAz|2=+E&J$!0=;lXgU-`4RSYe*ET zqOhE5&xk`+-}CoI*e9W|?_ycCI$t3=W*b*h?*VwxG(KTr9s)NSMcZyGxj_k^lUa86 zZMZ$QeIw>k2pA31E1nn(2l>cT7UUv$)G5lru0k*xEG<5MxNy<}cs40-WwAWQ@u$Rp zoW(wtMisSwqu-QHpkH0br1ReaI-%ccrm`%JysLu0Gw{oydBFuMr$-7%o?I{~(e?t$ z+4j-1)3FS(jZ*BDQKSUpT?5-0y zou!w_sCFSoH4Ppj_ebHM6GJmlZ&+j1zWgjSa?#>J4S6o&mrPBPQ>{SR8Ct=~i)4_% z((qZMH5x2xr~kCk`N2ftnWWPBNH}Z|Jd#Bd1IN65IYunv;QUu1y=3P<36Oz#6{$6z z1T0zXC$BkpqG?XX@O~LakdI?>XA9AX^LAuGWCEH^>DxEcG#m;H}uWF zxg$Ru-`Ryt@%oe5Ok|_8I%t$=40qm14yaRyqD$&GRR_83q4ttfbN$OB=oX*Heh)ou z{1wB8*?O~!xOC0U1S4rWd1jUyB`hM#OIt_w%;1rWme_N^H>be9ARpU!Bhn2M6W*L< zJ1e(TjST%PqyY=WdHMXVXTJ=#?E6C6^~l&-Q0V4z^|7P%TlQ-qB^Tr0*#a)Y;l*7i z_pP}M-w?-1GXM8DRwF5=y*;w9u-7QXXS-P%@>qzYAB@O=?WTQsR0Z82c)aIWrDG{N zU3>4lBl6Pgiql^-jdHl3z5XFjEo~uPO#uiQT>?v5{mdi>6^ph z0yPqRri-7~aLqO+W1c=8#pEP6C#fWC;7H*ievDnhdwec1U-|Lj`P{Mjt%FuQ(-bn` zv`lai$D8pxQR+|7`@AV#OPDsnzr{8Z#l^NZcCvTE8UulYlx08j)&O4$4L~rqWthsiWNGf#3T#lm`Z9?Vi*_dl+P0k>kep(5i@c-pv5Re!1j+No!q zv4w^xHC3RK@wXN_aP+INDQzgCNSV--zBh*PnEJS$5H3e2$E-=O#+PV3xpio2{Kd)1 zjEe*}IDDZ$(CitFlq3pn=efmh$x1D|kufc&iw+#{Gc6uf*|MwCOt9rpzCng^r%v%w z_H5aw7#%|$$h*M=l}fI{^R2n`!-?apkNf^>oRmi=^!F9{Vv)SeK`KrMC;Xev`O*Z> zV)RDuhl1Ouc*Je+ab|)t2CWsA?^{>-2)kd^IPNb0@UTlS<<=|xFD|EJzH~4`4GpEEcy31?MF7Fol}ggpoF~Y z?GC?7TTd8gHHmGZ5rt$4^*rto*)6-o@4P{u<_Ksn?H{<->3~T6UAN7N#nJ5AkKZ62 zNH5Uj-unNgBi?lE)QLC|fw0nqIz@b*yjBb>@3jBN4HB}SM|sIwT)xw_0?Bf_McZ8*-Kmo zVQ~2jE3UA6>u4_N6UVu+`tNbpv)CW{Fj-*1ZffUhtf2;krCHuQ?)4DHE%_HTb_#4`KX02F#Q?3yP37mB-sp*YH~CEC3Y>}x&E`H}2B~6MUQ?FT z=()r`Nlogf(0bvEPs6<>++%y~lF|Da7_Qog?dtUMTL=7~c|xfZ5E@nYkAspoBX;?W z6CK1jcHA^hAR1IJrtB|&=e_lOa{kn3+7_AX&6nyjn+$c8y>;gQZi z4pPY9|8O1ual71V@~ZKhom&p7-9sFwTkzlG?DbtL(T&iugexsf;|}IWk^RNipH8fq z00K6zU44Ae$~^MDf7%jG43zI%6zE4Hw#V;T&PIbyOBpu>O#sq~IJJgdn+HYXNCOoO zcR1C2?Z((aWwh&rE?Zm2bI2+6j;iV>L)*%06XuoiFFTr2Iq$!J`o{}Rhi#sA^)HkCC^c=$ z@>BFb4pP4>JNntO4~)IPbj;@ee%~YYTbDXdTpq8_^LSy((irf0*N5^6wn+Lzf3?*z^l};iZ!VHMojb5M{_(QgL+z;e_UJq@j9+S$gpy{W&(%FCPQ_m1|ykSy5XvxZM7A zJfK4#8LKcY6+BbhvX@F8VIK4tKu!TKmY)p2*s_0=J)7y}-V5@)w___N{&B@qDdIRW zlL!7a&Rz|@Sixggtk7gz@SxoVDL8hrXm6+VEp#!;N@g@W3og$@3(o5Jp$5Bebv=x2 zU_kMe(pj+rnH!jQ>c~fcg>B8)M&x3O?Z8w&#}fGqpE`Ev3AuRP3c>*zI6tk zwD-P*occ8uE;cJ|*--%7S}svGq3{Q{Nk(#r|q@cnNzWCUEE3&vn2x zGH>P|Uc4oE^G0f4YQRMl=G6vn9V}b+?4{3!ruPR?leRS3r}>O6d%waAr*Li^#GdI0 z7?keVn(K=dah!#QrhknyJo|FmOYM#oqWOPx-3L5X|Nl5}qd_IIl88#BA(GJGg~}GP zL&zq3MB>^bDjC^jk3>c&>AsOIviGJ!L`jtOKe=w7PoMAae;8pucF(=% zJYRh>x>;C}@=I6TR+`S8M}|e3SFS#2g<8|bF8z{nRA=DEo!1lqq_G)ICS)V%OPW*V zOHJ&Pt2dOQ%6B5rkw}tWr@&5Nd$A-P_oNz4oz<-k@dyH*us32fOhKUZEm$_7=`gao3>}|Wv5C}`}%I+of_a`N=k(;4dYxBpC^CPQseD6+Q%-1xU7#D(tbbw zXI{q(LbhqF^~i4X<205RPyfW5dcnea%M)n5^78p<+k!uF;iH7*3??7_YdKAMVEFZj zEe>T)%WRW*U<%Kwr{n4brto~O0nXx^%3!bKYpYh7BE;qRiSvSqD5NOv^X*z~M00M= zwDXrMu@949>0Dm9f?n#scj={l3vbT6iwU?_jA%{B*%i7)pefwev3##5Jig;Jyl0Ce z662pcY+1taXT$#8Pm(etY$H3S{`~Il^5!-Tr{eV;wC{|Fe%7=$voUZVlZM=vM%yZd^(G; zoR+)%e=X;+LqIQc<5dG>meTc*l2q=`3`-UV219ly!p}_RXfxHYKQLVtXIl*)|8x5L zK9YjM(lQ2ebJIzSax|!TnCO(Q$X_BQ*-YZUvC?=P6{Z(Otn=T&ZtK(Rw=YnVxe_J= zFyF{}eR9@sGX?pg4K}@@)R$l^)89({@_!;zWDZpSykszS$KQcn!j3%;Y&?H^@I2V_)W(xPLXTyWOc93H-`N1*U)}!)fXAl) z1;CSs@@!`h6`>I$CmH^SRF7cG+_6lCZOq@6y8A6ELJ_oeG#Dr7LEdGxzB|_Iyw+H* zPY-org}?27Pp%`ypD+(Ecj2IX=~o|`^mzn{#^uZ z(U zmaT*$Xl^({5j5L>7eNc!@Xo#d!@7($;!8_+@`P(~hMg;GC zsON9*oZE`vojX4Nk9Qvbg5aG~3jOV!>zpHa=S~iPd*^Dx1n+#e-rwGNr~<(|k5~Gy zcOHv*$eKIE+^Ui-y5^JD^$zJ@uxc_kH96?n7<<6gBq5p3Q zwBSf=^RWk!Cx5x|b5}GWPUOxN{QmR0e~zp5`H2>{WWwLCv)=eQIEgC4D};*mVQEf; zZj>Su<;%x}7g|SrJx#$$7Q2oUOk;HzH|n4*MpON#4%!r!$GU({`Imq$7*E)3-;^jL z5^}IQVC&;ddfa-HrgaCV#INr)_AeB?5!un?g5)>v5n6%#_kz|7q5UiC{}AYRu-C3D z-@jkG4&*K0|5xO9A++tfsf1Lpofz@jY5QT?6vEH!>w5<4MRipFnCLv&o0-UUYpEh$ zU%?8Yjs1S*e^B&0!T-v09Yv?9SWkv$T7r@@iLh*9d#Mi-epat1{7-BL>xfe!R2wF` zLJeVGkCxP=5(S$ds0}vhY+V>YSdD_Is%cYXTw8we*oQ89McP++L5iHIqn zVx<_-l|H3@g~?=-K;q{2Z$r_hCX+zp)AESjV7K(gz!1daWOZxzJPqhPGhL4d z$Ld}!k-v*}3m$y6cGL^WR!OGe4x2&Z=#p{xrqjs4Z^%uhDt2onHd zEeekB%H?P-dr7Xp!Wd=NV&C|r)uFX;v&T{~UJy}Fh~M%!A3g=9>yiHqw3tUVlE55B-9RY8UVc<+k)I|g2S@!5@k53;mEiOFe zn)(L%vI+68R}b;b#U`MSy36|{p&0Ex%dnWcHxe51I$ulL>!O4n`Nv`$WB-#<1lO<` zRlwYON-tkwDeVxsD1GQfG1B|^SaJ4>E5Zmag~wW?rLV4OQoP_;fHxPOtj9GOSl;;B zry%K)FKl-MOHmBt4r^`5gR$OvcRyiUw8jv2zr1}(n2?gzHJZs(KHBw^ko6$-+>1oC zV?1H7|29_iDd>{&W7a{m#ds&1!tPE?y-r+@`?nW~>QTBOW@n?60{sMZ$*b4&o0S82 zMVlKMp8%AXrhKhczWjeuDx-_0VrTrio|3|AETxK|z7%D-S5V-(442qlP@IvsoMqe^ z^8R`!oxhw!2O}flP%^_`JYcs<$ms00{4T%Gc8HHjt!-9J3suo< zHzZ%`MlPG#`h#%;z|l{L%ivZD)ShX9!PFhPmeaT3;p(o8FTeZ|u4;GdpaBDNFr=Zm zL!I+KjdW`3LtU2xghq15V}nCZ=meXJbTK66M{)!m@IX}eL+D~WR}lBn9q&BWma(d} zQS0&4fs(^E3B%T*td#*u@qE z45S8J4?jS!zT@(u2h`BL*8!!>(jWdOBU7g(k*LdrjF?KXjDm84V?*B-1F7cIJG-!q zW^t5HE-$Sh&X$tGj_xIJEFr|V1qUj>%rb?TSkZSUs#4IsvJa}dWQCBg@FJ$XF$>b) z)#MrY@DMT@IYh%(xRsERX?JpYSlI&j3(3VXn+ixAHz zb2|9eSr#2L*^w${n^F9X9gA>KgScv&Y&18&Zdy}W!o3Q1pK ze6QJ^2A``7$=B|^0?u(M-l<0?2nm&qW(GZ{f z#5pdzXx;R>g3ijRs#5RwfK%tv42wR6q8$-!;Z`pz;I0t;=t~!}jq!V+RY%sdiI7tH z_1q#eiBRNAKXW3kMhg|T1UV@UbR(S=+gk@sdSOo)A>Of=v5)GGAga>or#G^+2F7Ev z!7VR6P#@=6DLM5ZbaK!zI%H<$f7&Sb<=};{>c3OcjaaOpl2owczg&S`z6oiT7Pft- zJW!yzw!a+Z8frJ3mTS-X1&50XahyiJe`9VS+JA!C%E$N}L|S>RS`YOi!HT_9fviJt zVN-K*p19?DN_(~@6+ZRaPsqsfF_~+`{&-aKKKtD#9!=CXVEB0Meizzx+s@KLwHN$u zK3|W|joER1ti|p%wPYjPUlNE6pIv=lmmLFvZEJL)#%XB0jJ}66;3)cUBLVZwJB27h zBRN%Jjr3*Gwn8Ii2wc8BSL4seYPXcIttKdulqULq9=^`G0DWRP>v0#^yc@5blF|Gn z>a_;>NeJ0&^<8&u5j8Pk^--O_1EY`fu+-M@jYiV3{unsDwt?Kz- zxR#=dj;oe)Id5r4&-H}0x{mb1iGu;_aay4rOu5&r;8jNSE)iTFI-irEajUuv-urfo zQr{^>A~EmZJPgRD zVk4!SqSS4{Mue&YW+vC8hi6`+PA+OMQ8!Lhl9Hm7q@ROI4y5o;o$P=NO{VoY>5)9y z-b5eJ$XVkdX61gmky32mU@s?D*z)&VA(h$F(xNtp;>%fhF!}#8(QMCr8shx^YgZa-{U1ayaPF>c|^O$=7iEKdVL-)7sA{!!{Og-2} zNjC6%5`)kw$@i>yu5lwo{TNuTKscQ&5sstxqZxZlxrvT%Y7I!J^f_C)XYH zMJw#%1MER`(EoK__s2p1e3A;k?cFYsUnjK=+IA=_OTuthskWWPOAF`R6x0Oh-vCc!d8YV_h_s>bCkrAq8#g|8{|qKLZNoZ-?}8CL>Lk&~BP>MRa*>o?Tje28xf>ea$l)G$l3{B~$FWdOQomS+#cbpp4uR;($NV|jo-YTr> z*15J=To56-E5RoInqH*IA@AT)#^v*Z7-A&A|K*w(}yPRyFP>SOr8%QoKQ zK>p5dD*rNBspy#7#o~f*FoO+vpM;0tXmjH?mWM&;nH=xuqvVNb@9{6p`e!Gg-AeEI z!;1*Hkdk_OO8j%>(Z=5R-4MhcPV8pHwkGayV%Ee}zna?OL=h@0vOVPWLvk_R(g|Gf zjRUS-FmFxu#i_9whMcF{w6L!u8$aF5bx+zal5Z(9A{p}yX-!24cJKQ?j|k$yMeO0k zZboct;tnTfOHENs@uBBU<|Cyn zdy{Rg$`?W9FsXxw?TOO=qc0GTYvRF0?BT?2Mr>>14ku}JHaChl-z*2Gn_aJ+xf>a^ugwl`~}8R>ERvA0$1vcwUS zIBXHe4&nh!Jc@{2nb@C*jY{0JztfA*>ZM|#h`i@ya{rm?`kOZ5I7}Q2i6atmSRfvo z!~=xbONm{D*j~h)M%;2@yVckV6a@KR_?-!kIMx#fT;ixl9D0byKk*4w)nF*H{$;|=pq{qdg_LQp1B`t{V=z5;ws?Pv3CR$?^#f z`tpW@o_LGkpmQ*vS$EJ2#`mu~=%K;{2i=2i*Sdqw&O>m}qhdE4^r)Kz2c61~;GkD7 z5FGTQEd&Q$E1lq=ORx|e^l5&AgHHQ|;Gn&Np zUb^9+Ur8f4==hAUNoz z4g?21Wy3*drXe`!OHT+6dXN^uLGLakIOyZE1P8t28o@!I)gd_O^0+~QgTB3&;Gkd7 zBRJ^!*#rlDH!s0Kr@c;a&;@b`4tfbS!9my3BRJ^EP6P-2x(UHS7k4E%=-&1O2VFIr z;Ghe>A~@)0Q#KrQDmsFL{wDqSx`VzZN^sCi7bw>q^qnpQ2mPeO`E>_9F_z$<=WzVn zLI1wtptJtRL1%eDaL_rv{q3NaJt8>h8Y_Q0=;OTv2R#-4w}Y;*;h>xU$3fR6I_T&B z>;xL zF9}KTot^)7&?Ec)b%wa^pgYx5MZiaLf`cBf%~!LjNOzDbogBwH-0xV_-h-4fIy5z2 zd4qlj{n&QwBKoAX$_^i|oPw+jUf2cm*1cse5SG?xr;B89V z2j_=8kkR&{)8<=~aA5Vj)>0jRB=GiOCMll-xV|dS8M~zGK^4xz#x>kAnS1V|tfo&K zl>%|l!WXh7fFS||X`2(b#Jj^nG7DX8nIX85j)`gXNr8TG7oz)h98MMg+*Wgm8D0yV zx?IZmL>MoZXZoS0On86tHK9+p{E^vQ+w$vCoC}OMPA)%~@<40i#H^J**0`j_LI1 z!I2Q5Ly!EWps~iruicMaq>kr_*84$!xTW&r%Uz>7xN>&K=Rm=Di1Rw>NYNbyR3EyW zclUb2YZiwsh|Uz|wo^8@U%LX)-`~kfz2SkVXWi_f42?)qd52IW&Klf$;|dL>`Vh8m*1xmc!3EMf9r%h2^r4K^{`1qjlGwdV&PPL*jsw$`<-wxT zCiHcTrP=K`#;`5y0ZUgrSa{dBvPuMl$^)z7z{9@q!)Nf3kexZS;TfH%u}TIfp53Tq zIl%*t6wi-XFYbgbDn|!!UbO}Ae7x_lZM8TjQsFk! z5$}`yq@Z^VyYDGI2j8muoqk$z25((uR_%PK3?GuoO{!5*g#Tv3JkHr4hqv9dJ3VTT z2Y!<`|DxEm9$s&IN|}qeD1PI9Y_Yp8#qvMK(WISpjnilVl3?@oW}0b+^RIH+gV{^L zV0VB5aMppziP8rbcb7r?UXiRElYCIV_Ci^#D+wwdUqA2x`y}Y8`tk9FHdg2qRN|Vj z2}BgpSHsytZJ=K|C;RjvU2r_IXd|p*3FlI8J}R6yhI7d#uD4(7V%J=Er`&SgqXM*O z+B#BH5>l>?(LIp40ZOUWp9B+Wf$@e~XGM7>67%J=8slvME{-*NWZ42LqhAJ<1}Y$z zTthx1u>gvIiFYiIVRYezS{X*1f7 zRS*W+s&_m2`e%Xp2`5kCOcR_i3zr;OZ3B{6rjRi2YLHo$JKiqz66m>)Jx~xy1I;~q zhc}OfL5cZycAvURG;^ycY|{-}RB$3PEe*$)3Q_iECK1tz;BK1`CdQKw;^TCU)%IC% zKl`Fm^lT#Z3ns4=-3$j$IoBBRJ|B=jALW|DK8|J@_O0~y`J&avR`W0VEztRDsUyPv z4ajpZQ2rXL1UjB=i4vEJVWO3Md$mj^%-4RfGPa5W^+yhK99cdPH*w}DE{m-KPQQMB zuw%gt$eQhr>vBFrRy=cCi_BsXZgDtHLM099b!1m0cgG=7&N0)bi^1sRK_36cTR7yw zc5*r_#T*^RG058u-bFj&C7sy(d9g2AEk$3u+rr1Nh;ca;eVFjXoB!Bv4KdfG8b^i< z;8J?lNx=nG2p5V{5jtxi4gvcZzu#y)4b|_z^3|T&1>7z^4I$QC3D0=+qyP7_b9l8JM%iAeaeT%oPMMOo2mk8ogs3}fEq;IVXN~5u0%G63BsHiy z)piGs?Y9eWF4q9kRDAzCks=hMD^*aq)g5i>E$OzD&V}lmtody#rQmMxg6&u7TW}=1 z@ZGq$43a3i%jMq}gWwPUqkVfh!Iz%i;+c;nvXABZJYRPbMSLy#KpA)(CYm*hKSyW) z1-`}4BhmnDq*+8HdyO#z-S=|cVxbW*WR{9P?zjO>?(Y#pg&(xj9njQ0WDX^3o0b$~ zIuRAapx6niCb+)EXUo};A+Veqr4`2tMOR6Y{;+)40o1DBc;qME!{Z*SpeNTWU|8=& z6+|Tf`NF*C2RU!J^zkXzvQ8d!^T``&)wiLKd@3^6WN>|m(Gh>hF1ifmeAy<>&w+;* zw`)f39%=&l*P6N{(U^(5EfdeVD+n|+GGpGIv4*Z=A$yioW`MRXR6d@$6LuAK>KJ5w z057i3c45ax;7inSnA){o5YQ?Jd-9?M<_A);HhEM-VoOjbKL2yar6aPSb(ep> z7uWw7>6~f#B%kVx9366_Vn=+yphd4?-^T>_tU1IryEy|YpHG=&xM#rTeiwxoH&VdU zev52QmK*9x^Lr4z`wDFN+Qg}C^8(#&y7%)@rZqb8sp;us%UrN0J#7_jj9~7wci)V1 z8Qh8xsAx=o12_fl{lS_Az}H6Vj~fxWi5{zXjgd2-L|fFlTAD1wA@J+xrJJ5cV2Lk0 zho=ufY_uMNTx~Jvl4K0S-na3nso|$>zr|z3OSO|iPbcq|$>qs0fj8*`TO#96Gt{c#Q#JJ(aS0m_&BT=~!yJ7%e-`~F` zHKYUkuMfH3<#~lS^WW6?k<9@=y>Lt2aAjEdSdXFT{-3$RB#kH7_2b&{>SAK|`>a0U zBl9lx_)LGsJKT1kd3s<1Z}j~g1AEg5v2S}PB_$*lg&`Lfv!5Z#x{!60W#0voaP-Yb zi(Kr=Jv7x}D0($C8j0v+`1;fFz`Gmg()RVHKnFwEx16j3=;h0lf8kaFl=pHLC&W3x zF7i@{SH3f<;uHu!?yL=Dk-FQy)Sid@6f*pF&dcx$hp#y#A_I?ly{nR{Rd8S%VAqmH zuLJg)gQM~dHz1Twf1GnM0^BVYlVX3_!!yPoFKG|;pu?GVU`0a zJTHGQ8GFPXP`2BB#0|tAOo(mEeFP^b_?}P6B*2i`SYmFF3o_~UZQMJn3hjmA9(d;{ z)OP5VLoxP+=qlB>ZTYkjXt&Zr>FRYe=xvRToVQMahW42(ns52QTr-lxec=@_^x1~t zl;T1VX>~GP5)&ni#;9oyiv~g(m&!-8S$p8EDOJ34!~-hHpUt07(*w3w{^J%*ZYWKg z*X$!!za@2hpp^do2xMjZ-kVfO4kp6uH4ekP@YQ)Za4b;nmM?M7J@OebqPAK)WUNRS=Ud@S@x5;|)D{c8<35M#F;gAk5(qU_)eDz`&M(zHr{$CJY3@7`gJl>*q?K(D7=wXIzJ4l*b#PKc}xM8`tH zcD*h4MoH#!0$i7!VWlOE+&d{A-m7dE4#Y9T_2=&#S6SSU#i1xt+68@3-p6{rW4kn% zX@-#>Ijjoq=GPB3ab1NtW3g~=Rs|d!`#@LvOhgf?>2%5Rv0_H|4R+%cu^JQgcSnPS zw`14q%-v6V+uVt!1|C|q2vxv|J(0=hTHAo#ntD%%dIu=AD0q(=cEK<8KDIT!9=J(6 zU&!{O2UhN!P9HiI2c&}TanC&LV7^9DX8Uv(s6Le$w5h5>0|%yd7vgcfXdt)eN&UGY zRN;PW*Y)}#lwaPx+1sWMZ9gGzE>X~g_A)h|6Wf*s65LMy_pZ3X9$5j~F`G%S>~~w3 znrQ*1wT2*^`Y1FkhB)L+je`Dlo6QksW6=0&s-edLE4AHx`{7yqC|vJ}Sutsn0u5^J zS!)0N5TNHg-;Ar$f^&U5`Hwz`qMot+f~(8cNX8k*qj>K&V%vTB3hOmz#1i=?_EW76 zQagJ5mrtV;h@Cro>1pg$@cy(*)1U7cNS(SNqy#6S_-Sh*W1%6ksQtR#wZ|VRe#)hN z9Qyz{ov~*zR`*7-1564{xZBWUwdaF@%M+lsU2wq(E~Ox=5=Z@SN6$dhrbi;5oP%M% zD2b=PpaVc_>kK`uH{gfrH9fdIfzh}@g&#Y*@K%xS<}$0j%Y={_VjQQ4ICT^ZPG~7wT{9jwX8`hN)`?hPI=2>3hOr&5CMlVyl2OOJN z{oIa3z}X!&?US8ukaR?~oI%77n%XMM)$<*|qwxFI37V_uZXlIisEaLPl|0~Fll-S#G=Q;4?b>ZR zH5^dC=bcxKQ-&V`Z5@=yl_2eoZE{;=JQPsL>$%$7!n^BE*BhV%9a@yMXN#x=m8;QA zvHRM=lRL0H`ez&LIdJm4oo+j*7H;pld#wXLb#7HZ|Ev@4*vNMrb;9n*(cJecrdtOB z&Dk^!&UQgu`Z<9j@d|`mzg!=a!nLFGYEKwBNxG2pmv;r{p7&zRa_w$suK{#4CU0vZ z_SIjW%cg*1DVZR=^z-!N=WZ}hX||)Jd=jqzd=Qv`^=%JI?xE6|5tuQu_V3y?3No2= zqmCM*@Oa`HIrWQCprVcOwfHd#CJSwEyy|q2%|ZQRX>Y#ZHO?-!bK(;9q1OJUWHMIf zL)-X6cSf{07&t1Nc-16_#zwQIXo`(c{Qa#Rq0-hUo!jEE*_NBAtGYGWmL~`jELU~9 z%1$7$Jc|6#Zau_ulP|B!{2V%P^H-!MP8SJ{(oXsW+M|UPnfFdr?x->TleWR22XcHD zb=*nQ3LWt4EW>T1eU7$0tD=%tI|=t#YpDBL!r=LyvXjgqF5n`1KR%8>0M1)|R_K}c z1(lNO1IcOLVC?y;sm0m@63@`?8Z>f(@EnU{+}~`FpX0)}Zz;@R^#1L`hGkty;y9x^ zUUwesLbCKm4hll@4CSMv+@FP$#k^-_u5qFMaY2=PRN7~diN`x-qo7lWqL-BFt{N#U zUkFz^_BjpTr8!FGdSn(q*)DNrB()B|I>f7d_h~i$cy?VibyPT>+|ACY@$n1c#-F8k zu3bjLg-m5?&rOSkH_j!WbdHzxlVqcN-;b+X*Y5?^pdXiqv1@g=vc5Cb(sG5c#zrI3 z>U*%Dx~on+HV_QjZ7$v3=?m6Nht zcnJ|bD3Mk;qjW|Jt_5lHhJMk2z0r>ipJ8>iK(j>gV1w^yU9;#fMp!DSxA~1 z+=QB=wOk2MQv9~aio^!krYL@T^LHSxA9^pPC92@KqOAnQt`11j%zfxk)(#iSZu+IW zw8Jl@0G3qqcKGhI_su|lJGccgd^~`GdT!!--g1#*H+X)K$}mr8hs6=mF2?VbXk{$l z|GhZYw-+a^>3Buj(It*|GL%Xk$d%cBx2by0LcC^f4VyPsfo_BLY@0iu^x;@ZE zihOP(LuJM&vhUyr<3k4MS~TrxcLh`Qnzo>}C(;&KZ}#%)ce#ZqD19bzVSza)a_(AU z^?|)mn)O^+(IgC*2Lo9uY+XU9yKQ09auBdtR2|I62STvb@kfh41K`=w=cUl@2Uc45 zW|O#mz+!1?rgJP1X_srR)cFsF%^J+Eodl%RGDbfZt)Xy^X&E2ffi69k z_(;CD3afAUVp0*iEXp^jDv<7I2UJkIb+1u&fOM4q{`TH>(9{Ep#TV_cPxa=ONVRD2 z1O@T7*TcJ7VXbR-)f2i=5WTo| zoDmzhhu^+#$=fjs$A^y8n{OWlgBq>}irDWB$4!mq4jZDI`%cfvE4Ja;elBd8#7SQS zJhMxTiZ?IZd1Xwl(I^QL{mT5q(O01KNFJq>paQI12AXZ|(qLH1elGa&8F24%-JRAE z3ATl^6P@yNca zam17RZ^eUPQ|Kyfu2c}5O1j;5_+cPi7Z&Sf6SxZxm-h;0e27I#2W!<%@|=cyPR{Ch z5?|;sVPbnbh<#o>V^bNUkJW@=sl1+GW&yXYdcSP-F$AVlUsPtNzi9(c6>p%1o)S3Q zoH?m-az9v;2aiP`O~!wsOdKf+ra&%M#aw5@XYi^;-%qcKF5z{~nMs~8{DCLOUwF2| z;wxTb_R!PgHWPUAiNi-lIsQ1&`B%lX`it|B@W|^7vOWCJ{q(j_nN|esFMpqS;~);I zEXT-?KD`H}w^&rN8-qab-a~13lOQl)!E|S>iy-wVoTp~o zKac%v7A0d_!=i<*=NMDGW*Ww)8<^i0!r7e$<~yp$vH2hj((k2DesK<-zO-r5h!ll@ z4AbipLgEm6Y)aK>Pzu6ZgA^WLmWItv&9wPVA;8|9y*L-O7kUb~c3+XOL)mjDkG-$d zLp8pQh7_0W5l5Z%{@Fba$c)kd5VEmHl8ubQK^?Z}K)$l$DzgpBv>cYio!3rA*XR;i zuiia@MyV7)XczVg{VVgeKrI{S67f1{xaJKJ1Dy%74Spc|N~bvJ9j2Obe*MKn5(q&F zxo>JL0zuk1#m*%+1IedV=v-S8f=ZgHTOUS3;GBFdf9GCD2;4HXqDbKhdq$(J4p6$n zb8LhXSak$#Q)87KMXffl@`kR;^rIOZmv26f$4*7=J>Enw*>`F6r4{K zqHi_wTsPt`Kw9gmt9M;v!N3-t!b?x^__9EkYw{4tS!=FTT@41RE)V;X#QJ5qI+5%%wV4&(PLygX zJj2h_i99%`yu`;k5L=XPxZkrPc%6Ifa#WxzsPtP_X}e8=BlBZj$3YB6{mFmv>E{s$ zw^!wm`!NECNZF4ZUmF3}Z+?lBSf7tSCr4wtZ4}7$${$Y-@gN6}qpbUSzvFFw*`EJ} z^F4$f;ofw+s7(kDTK?P}M1BxbX9TT6nt4D_Rn&@0ND#V|OZOR*ihy)ogxQ;%i%_dR zaceQd9Moi-B!BKa1v-&t`}Vo3LByK8r?}F2^gOOM80huUYiGVLdc&Kj<-pYeKMfm{ zyhFI=(Iz|8q48M{f5Q%)FQ)UyN#?nrXKVXz@z9H+efU#!Q>o^NpKTNQW6{fy9bD3L zWWWY)RP5@k=Dq{VesP1G7d=63=VZ$^KOfk4M3DCFS3jUWT+2BF1<04={%0>s33$@< zL2PI8V>sx~Ic|R56AU6|m2Mi{2kRfIy;>&&K#+uCfbqFE+&WUBLM`{+9Zo-|+QC16 z8)*C~sD!mh!KIJ#G)1G?4A9%i{hfY)rOZcIO zDi?=UR`D3ysbs;oiZ5)AC%-JcOzhi5iA)JX-`}FUx!K#c2g<`)Rk8CqVNc;eNW60j z#X|^5eLNZb?lD~F3G6vP9Rq5Qrn0@wq9Dco0h`JB2q+L#J6Ww34kMmb^GkL@P}ODP z{Aj`j>C)f6vYqKVeC3%j*gtU@KAyb2b%(Ahs9K;_+bUJ4{jQXIkrg|aj2@*KP&8Bn zg+PYYxhHDCUy)c@<4_EuV$T+3-&=ts&#+ROdMDZ=Cw+D2%v(r|DIR|+*#=jHSzh#p zwSkzv|9#8$HaN0yiCShyJ1C!JbyPXu4rLa}u|;9n2lMBowqHMJ2-6OF3@W3oz|2p7 zUf!e%#W9Y%L>6Q3N!aeHn=>qSAhNnM7V3vP5$nWpnj)!Aq2(mEXhfiXQ@{(v$I3o-Cgl-&xIHc8?ePR;N)we%dO8Yqvvf$3K6;48 zFY8@$@$yAmss+*?kU60f-3ddt8k!K#R8NgG?+vK0>!R#wD*~+_k8DfIV&TiINNBHi zI&j31jJ8E5!-tobkfuQbY$20X(YkOY4u)+8exSri5HX^-ItErCeoM()l&pZg|Y12o`XRPx5 zb#&3_-5AF@?q0M!87oO4Vhz-^R$B%w-vSN2{oIm&8t8n_c4KSH2f6HV#&pjd@FZnU z^gWgdPglG5N$g66hdqb;u4W~`s$@hT?%u=%{NNw73bu4ZdWyofQny;rf;j!$N1H;V zxQA=?=2AKO$+O!7l_11-mAsr)uo!)ISEyh#C_n~v3pJMfxhVfgtK2TqkI3@p9#7vo z2Z)U4IQ2=k5jZ?|W~|?o@!1a=`f^RB0sB1rwScAxEdu$B9eG>Z zQh|RaV`7Iv5lFF;y0?}T!B1ZCm&baGppoWo96!DYWZa6RoQ#VgYE#~okNt*lrf%tq zVVxm*`~$<3oj8!U^TNK?;|q8JvP-Y%7gmKc>K0@@QdnTpMO7%m^e7I(pC@g3?ZOMI z3s2PBjRfK6(YA$Jh7WK_cT}+}?kY@be5}o|=|VdG6eHw!^&!6CoZ5qq2#9Ie$38fl zf)%e@(~sxMfm#yxmPGdgV4079nblVev7(~2g}2*)o7C0x zsAANEdqC&LfP0Uered;Ap=KngEqWH;*NU>D_@%#ew4<4TpMpn|I#JnD&5v}=MTlCG z-yCga2#&Po-#ZjK!RPd;O)Fo@!2Z!-KZ9~B#Jl8|xvDJLg1_bsbcjd3?cTa*>Gm z$c8)R?D9u>;+LkoWJXcR?A{WqUc@x0e2}}Y2l=_hGmUq2 zqeybitcb^5=(u+HmoIMfXt?csxs~M|kTrTRazUgUF2s*=tf`bkSK|G#z`HH*Gp5PN z5&J)-qn%4or3H|5ugZ~7>`Llip)&%e%FXbi>5P}~r!?e7f9#m-)H!&2r{}cp&wEgE zCDr_8u004|IG%EO&4@NU9r^8UbKi?z9P(Y7{e^qQs0l#?u)#ub{FgBgJdgycp^rp^4 zs+wj(R)^3X>>?W2_Q9m%K-CQ>>g8Yl@=y}>36=JA)C(c89)>4+>4(suIY-8x?`P1q z+w^>;Wc-NhL)ubc?HL@Ry@3Mih0dTB6)^)<6+YyQW?AeWk3!n%maKCJk3bwpz?SVA z4alB4i?T2|1?lvZUM~tOKx*ole8IhO>Y~%Xq1q70>& zeJNmOs6<>xI5%IPtUuvj^{T-HCyZ;3U3O%AX}t}ZU6rLf zg1c*ngn0Gyc`L6Yxub8i`BtqFsrAmO=^R@mF_PA!?P!mvx5}mZNIIg^)*N@}__nqif&9KocFyLEXMjI@f{!yZ^59#WKCo!W#bW_L>KycEg2RB)AU?|+9$r_abNNkR}a_cR~m>EB31gzxnsq-q$@-)?;H1~FRaij)b z{(4FUKN3*Xu43!=Q+&W=Jjhdc(F@kxY4|ynEWkBkA@t38N4%sb;6jG<&Xal(`}PX|$GXcJndrxrs23VpN1;x({@HxRU1(ia(4<#z0DDE* zeY`_{z-SuW99Mi7s^WY_4t=}_^?WRqoiBpnmtBVPmQ?JVIQC`Lo@Pam;c>B|-p_*q znzxqMUExA&)}gcVmW)U=^-WT|nVDL88!mL#c7c&o zgd1(T9(iV;Nh|PllQ>_L_$kbr@#x7z&6ntd@wLV1+9;Hbe5Y3&Gf|(n5bY{w7Lt$6 zVSnC}jY@vJaQt@1Mzicg&}B6qr5ssLd=JT}nfdk|J9~vKh@4 z1I3R)ywEoX1Hm{T84mu=dd&~+GW(`UU5bWR$v*6S0dZIn(&jThQSsneK@x42nh0Eh zuOiNVO$M6hhsR{5?IFZ0t?x|fYy2v6+J`ZmvNBTPU;J`jQUnEG|N3oO?JBxydH>2( ziZW7<%$DF2R6}~P`d!`h*N}CPI7gSLHoDXx@5@0~fjCnhZkj&D29Xb(!wop zkE$SQi^V~7;Id~cW&|RAqj|=kma%BYw9He2mY;>b3eL7Jko$sn&yR$qRRp#Kao`>D!zjJ@NI%Qzmm@ zr8!`q$)y6fekhskl{AJocP{sw2sQu7Ma$=(XUQRKI{+_K|4Texo_HlmfK`_$g zQj&ea`xJuPXTk;Qn}Cb$t)UdVKQd&S5|n-a5`uJ}vY)Lgz(!oBFEb9-kg_73Yqk)F zHs#d4&AEUBr3aN{++PLI+vJm*gZ3Ii*3X?jlLDluW?5N2;)2l5OH4X1&2OYPVmIh* zJdVbxe{0;*59?;4Y0di^X(JHB7`dOGzWPsEV=-$>uSgw`KD*PR{*=X^cp9C>re5qE zboHi^!*UgdhHX4})1E5csK)+4{`&TKJlh|L@e9uh%dxri_i|#N%O8<3DZ~LzuB89M zom{jOxrKI+{{<{5AJC8F8HJU52gGHk%F*?QB^A<1)6nI3qnvZs8`KyX>oP=_j9rSk zQp;vpiUcCwkJQt8!L!#Rxi+=tD81sFk#!$dZd+gU#n44clz38=-PCVZ_+DWOtAiue zpA8P%yyYhUa0DLf3{3nf7T8BJYkxKx@4ACRat|4H3z0hRdxCI#gI^6|?@QnGA)@@x z{JX7BTD+99MY6%>7aBZG|HKoY_iBu$-kQS^tUW{69kl)&pP>JkE0s;bjO3@z6 zSdNH$|BtUXfrsk*a`u={u|2!VYoH=vO+dc0&XU@Fuz325@2A@lbCeJe;!3Sga1Nqty zz(4s-glESG2scYO8I9e$+wJauZ?3=?dC_n#*MEyc4vO(h=a}YjzR%XR6D{!AI1xT1 zkUvNKx^`%kYE)|Ur4*}fc)jPxP5M(Q$gH4Z+vlLiYu&nRTpBog{t6n==qwqcH&`p5 zVnqEVDdR|TUQKz^y@9pz2tNVK^OpUX$gsxD5KGtE{}M_i+cEI}*G`NNkL6MJFai>< zd2?&;h&P&cn6+xURfZl2vspK2r6K-LKk6?Irl8$aUNQrtbMUHmroNde4t`MdIgBm2 z!jYiYB3>t!fUkps@5V-bR4}FTK|lT!+WgU-FET3+z3`#zPTW0&^UCeEjNe#;<1Iv1 zNy4Yr4(#u7@~!WZf3Ek!+IxNKTl~s?u58oRA}oIiox89j8F<5<=@zkKNW$Nb!W%b6 zw?&(vnO%?XT|IJft$Zr@D>IMiD3Y-mZgac$XPj(JQW*P?H3l*dZX~@I{UdZr(NDJX z0{v@;@u^E*M;#VDWc7;fd%WLb?ch?L#hfo-mWNzf^Ywc_YOa+RMol1(XNji7^Bm9jE+b-y2|4B`^<0u0 z{c*#0mZ!^NXUT3*os0Q)E$0bbPJK_B+O+}MhLvQ@L|iSDPhhYQL0ehtUu%qJ7q?G=}`?JlXuZU?23=zivXKYsa*(awU8a2 zQliG|1Q_J*^|OPyw~xoaedb16_&jwYL=B6@E(b8Zr&~pvpmO zv{tTUCfCbO7)BNvu0BR*{x~RVqr-6CmSJ$vaLZhl?pt$^a~9c7!t}p(=EW=dl@1#l zgT{n(fKQwh(z^Ag9ChTwcET%<9+OZs%Jr06LB<(!t9^@;j}N0sW?JfxRVi=~3U;K# zMxaH@yj|j)6!=?WA1WRO1c3jBlQ$a}FQOzbrLWhrx?o%SIBk@{X5=~9Mr@E{lI6@! z@$qyj{o@7y2)V`=4P-BDVsL0xJDURA?{9r5^D|_A+J7~v3RFWA(DujNe3sHV>cdb3)ik9;6iK{3C zhIq0s{&A4W(0W8(Va-5&>S<9CVX))<1$GeXrrHvbtW;a|vhR5JdxV>+MJ z_1;{@1ol08?>k9SMqxKeiwDNyU`|}ZfnU)VedlF7?)>%!=&<_wX*Rw^dhj$%^k+D9 za9*ExuLwi3Uv-XL^Y{cb*0-u#wUXhmmo@S;^F{l6kC;}(O+k;$Rzs_bEeHuJ5s6ER z*w@Ko1u`kG`{RblM&+bOBbNh+{(J3Z8=S!kQW^>ygSA=rirdPa3 zc131Y;pNjoCD1i^YRmgG$!q^%{QWkAM~2uBA2UV6MBYE&tPyoOlp+Nq$T6NG?$y{I zv5AD4bK0i(PvCp$2odxzWi48Cx)ONRiawg-U53_w^{0 ztv=$F9ajKt4D1pzj$w$xF7vwU~MP{%SOwQpMI|kqB9NiF!Xqu+2A?9DGTs zbzr8gw|>?s1KpI~#a(%15*D3W-6eUnK&OE?NfcGVMucCBx73GSi)+q3-=}B(K>o+- zI@@h5k@U%{9@d?dikm&1x8{a#Z0>`J`z(;|rP%$}-g;~0Y3B_uS1x1gEUo*PfD0zF z_51Ojt#A%+(+{Q(cND~iW77M>ykRx?=XV-D`q7Id^>=o} zsPw|ZzWv@WNtLK_v<5d#_W`b|C0@aodP02l#nflq2B_;mL$}m*k2NR!{ml_`{$r*P z?bWbQky||nLoSzZrNIg+4ebHIx}jHDvl4e*1i*4E5DZf zB2(zwC}MQF)bJ}Yf31AeJ$w3LckERE6DyVrlONXp*Qf{C4o$<%KXx7kmwusWjWI!Q z>NE!^Puzy*Dx(v2+Gi0?Gw}SN?+_e{^*qZM{tlt+nBKsmIG7wuWdB?|k32{D+14!$ zfbEf6+vez>q7u5|BbRx`L99}sA$RkU+AX!sEvO*!k?ob4h5}mw>iQ zI6lBxV)p~OIpDQ%6v(`LVMvSk7I?nBF6L>eNBfr^@mg)r0BOqJEos<^DV`Xy4+EH5 zhr$Gbro7D%Q5QN6M=iXA*|1m2^I=WMg8TN}eiL=@*OU(9eIE&v=VL>;b#EaW*>42J zb-ULN?C){nxL4b?B6@9eD1~CU=uF7Qvlw_?IQm(oJ+&t#$hW-3Fn7?U3s3EBCc~Sk02ItI|_hV%fVyaas{0 zDom1TRRn!y&+e+AdC>n+VqnYkrw%-1nxOi-VEGB-B;}t9YZ~Z8@e>R*5}5ol#foGz zHK50*r+v?6|f;;*ED599k6>C8LdRo;YeMMvV%7;zg);rEgWloI^hXE1p0I&q zgD2TqkvG$C9rWxFS}9`o#$%quk>s7s#B3(US|aCJ^-V-fwthWPtb^eyF?~jDOJU5T zovzeG&r$|DV(lXaX2QaQUh2b-ZGgh%{?YStu~4O>vyr){6^RFk|I9Hj2T#qPI>)fB zx>ncllvT^MPzHTEXZ#z0V*gHB^9$Dz%Yg*bNA4N0`GOGZcz7N%*w(qu**yknA5}R2 zCcXrjiamYiZCn7JALnW~D}0e%#?M>1pED7s|3JRZmDdEwb}P~QQJV_&6a{6K<#kB( z?A9XJxJKa5Y|IZ&$^ar_p*Vh_7JNs)O#VD*3luhY(q5b2ft^M<2XR3S=m`_mdF_v{ z08jHSjx!_x#B5y{Hi~q?>9L7C)K&t$K0B81JCjgY#I{SWnw9Wf?xt*oWImAkIpZ~w zFUO(T0V6gC?hnX`qOR-Vi+c36{nV$Hx;%8Tb)kQ`_b#NHvU@y!^#n)(nY%bcxIFz35j~wZsS?7Z zy1n1ubBF9(v3;|&Q>9j|^o9r9^-$^I3OC0M@`$&2a=pVRZR{lO4xBEVKH5mTE9ci4 z?Dlh-RD!I`Wwdwac%HX~@#>_PqoSa=N=-pwifNdeV;bgDSaM%SL4mOJ155icO>{FX zQDSo6(pVa#qqsilrx58p6_DtZ^5X z{IGUBm`Hj8mR25Ev(<#XMX_R%o@g7mVe^XY`s!R=nXjvfXqb5PEK$7SG(XXRn^uWB z+n?$GEtsAi@@GB;gstX7IWgn{XZUKqcP0O1CI6Ca(dM|61x+6Pb3LN?qtjQZNto>w z5o>Z$Lhy;p)CvLQuNA^dEi(6kdX=hx9Up~DBzX$`C%v8U`!(qvxqPK>D-Us>f9pm4 znR=`5|0mHc9`|oOt>3R*;;}=1MOH~qh#}XpAyU>I6{d<>l`i;8CB63^(;t;|;?YkU zN2sta{9jbk`R}j#B;nyvOb?x$eTQk$MXzKd#O3IyrHEMeCGn3+I^8X@>;I^v|JC6? zD(S>&8b)0ztnR-m=~01ym8__wQ!6Af5r53B-%CxA`1`9W!iJWP$UMS8M;#Tsv5dMK7$f9=N+d1Q+rUI>Jif) z=|Ss7hUWwwMXkbwf(dxD<#DvhRWH!;_IF^ddIVLe8{Fyyoq^_{{h_daOSpS`XV?Xu zb0DU9qDYfxKdi@{JEB9&0=+xuVjUJIaKx>BuKIMCRu(g&_MZy`bt_xy&l_7or>thK z!6_Rk!}VHS%Co`XdbMtC?*s5Sy>Fg#dmsUJ>G3Xa@^*mOOGF|2C4IOXY4Snjr4!7h z@p0H=uoSIF_S)CicYxHw>8M)_B)D#LBg6J_9k`mEPtI*D1Bvd>tPdxi0pAXj58l_F zfV0BT#VvDDKpo-KqPG7AEVjw=ewDL?cb&8m2Si)3GwFPB8uv?q+WM)4*c(C<^n5+L zu3fzmta4amIc(M~y%`asTEu!&g8ZrE_Kf<3`Ad>Z|7xs0W<9_C6+_YJlNN*W>;7 z;N>gjB)#psQ!z2w~X94=)TewqxZhc7J0DIJ^}Ky?%Q%S)1tuo2Vn zmOtJId6a&JR%{Ir8{aS~dN>x22tK4K$8bhbJT-U2ceKD>8gAj^`OhJri_>vWa~)(D z=jk_#)kF5DUll!7_3*8JoOzdF15}YBwRfd9z>E8*T?tROJixZq>R8@5=M2KVZp$5V z*yZ}<2XUGM&q397lOWC8I?!3~nU?mx4t{3d=dY*34iKDl%#7;6*|1D&_uG2dXm)#V zTwekNei=V?r_Twrc3*UQgI%VIYrZLfpLvcgw(C1oChCBJMX-Eupbq+-i?y@|>p-4f zl2EkuM;*itbGUl$tB1V>3J;}zEy2EvF>Ev!@hLJjm+H`rbeY6h7sQpF67wf=rN5CPoxm<7z$Xn+4;Q;4P+FE>v zH(-4Jm0s$bA~-C`dq$eQ4uXmaN@+nVbwIZqveVS94sbu~XU*cV!BrI@Vf>;F2o`T9 zYVK5mM&B0(`6ydZ?vh%k6Wau|kGEXYv@C$>Z_>^;*4My6JIk$_!8LIBfbP>+idv98 z=EEmwR0|gL&zLd_Y9Z!6TLq7DFATh0x0C6fKKLp%)ql1i0RthSJotc9Di&2V#k40B zgP?OWW!|fo!1=XHvt%B@Cw?sh*7arJx)@+=L|+c<%!5(FZ%1K(`(V2CIXv9SIGkg6 z?g@x2l?FW0jew+Mv^`X*De#O+i~gqg6POPei^`u%1AO!=sjArwFs2A?-*Yb;=+pOj zlz*B8!Y_Ftm2QC@;IotRytzs!%u!fxo!jCHk|QrESS|;{uJrY^=7FK`z zK0j~HF&zn0R@6r~+#&)Q>hubx7)`bnrhbM*$?H5fzi7kr@OE82<#%AUr$9(P;4`%G z^s?Jx`-ly1`5PtiO@dj#+^llp1OX(%Q$4yO--63LLmso&GzcA0rDVz(ffL4&(#{;C z(DnU|xx)Aa99yEf_vz&)P=D|$_d@q)aJ6JL9-$bAx`fOf)wc&>qY$IlvxzaNusyT< z;}N#wW3L9+q{|?jyP6!fi)I+8HWpIfYa0V+@ppG_Vp_mwhpq+)ixCFFM<9z`_S+b? zApkb#^bJBY0}H)PVIRb)?{;gL8iT|wmbas32I2E@y130|-9QNLAA3+W1|wVXfyrM7 zp_mjC%RAHo8R5^|LO+fIb0+=5r@fy*Z3Fs%E3F1q(tHy~#W1kZaavtz`~*#skGmZW zGT<QvujYrW(GHp2%_w%ZYnR(Nh(!E_uuj>#!wnT76p>$%V)t#c-MW31;Wt0Bq#{ zC=m|%-#TW0mt0E0Lb8lMRmdS2F?$AEX{(u5)RPdkR3`TO;hz{us`O8cRA@cTbOfWl zcoIXS)K%%uSe@tC{BRJ3<=|;n@`a+&>Jya2>=reAA^%67uhbE$o9P(-TJu*#aovfk z4>6y+p#KfDNCm51H&{XDJX_6*2Vj7%JS_V=&JwO8e*g*%zvC>`?muys z8CJL!XAu*&FbYt8_$Sb!X!W*Zb<9K+7hGmX-KDgx2aedMZ*E z%G`s`-U53&89l{z=wI~I6KXPgii`eV^i;0k8JY!MkfwZ8dZ^px*!^pwmh zdWuj2*!7JrHkn4`(L_d14RQR7p7IPOqo)R+{)?U}VEix^t4Xvhc)k`}R~j}fIxu=Eb2N*Q9I(Qa%c(PKoZ zXINT!_+bV*F#}v!)t+c`G0YlR@48~`!iFqK2lKp7niAy{9DiE_v@%J?AU+DWu#B!IyS_z4eNxd2L3lL zqv-!DE{kxblcJu-y099TF=3~JvZ6I^5j|_w=&13-tG-zQeGzR%xV8~jzO;xE9U8l+ zwfa|m^(P{8X#E|Lt(aKlR{ho0zalbHtA;KWR(CZfS*g3a5Ye>#RkE@WZ7`c8cY=bF zICg?=7wZK1CI6~7Fn_RYTEkY|8)V|7He=pI5jq53d z|FgufX(jsV?PQ|cT{QNucRe%6quYR${QTdi;6hBy-Lwr8SEr*Ee?o4KEp$|yRk`>qJ|B|d|I>>{Kdc{wFNLE2u@tXTq zNmfxaSpW7gZll2}>J>K6o-GmIw($GXv4w9OiTVt@b+vIYFL~GHx@}@6C*$9%?ym+ zq+0+b_X8);w%Z{8`c73d-VgRr8Ll5TwgQ%c(04YK>TtT9EYn+Kac8@M7#HM;$UTsb zNkYWPJ*Q%dl|f`@>-V~fP;7VA<}W>`Okiqhcs@qP5NuBJFw?m!fU|uHaBnPI?xyN1;@A)HJ`Sm528Vt<8Kb5M9P7n| zm|?-k$X{C^RmQOZSZk`Dohv2ez?pbn>hjztVM9jgFeqUh; zoj%CU7jJZ7Rs`nvecHAY5^#a5c0zJ)3>p+#daQTb!Y0?Hi?jsET)2~!zKiMdO|Z80 zI;6PV}I7|m``P^}YO>cF-v~JIX^e3-()>-?)%)qmBjn{4<$)t5f{g@$8 zzDWtGy?F|l4TC@QsR%(@R9Fh5Ej6T4IqwhaN(2qU$0CVdRdj>yo3a)@6kWUjeb?7z zL&U@0I4UcqjYcFG)Se-)aPvklB2u2@_s z+xs>li1pGyNF0S7I_##aZP%lQmKQo{y7%ozzXdRctH~PFLnp`@)O%l(HK^OP$r{x8 z$H^Mh-&M&P)cbF(YEZ)iR3%;KIMSvR~OYpE}7LL~>OiaEGx%$`GXzS=hGT~Q!+ zz#3_Kg=8m{+0T z!VWc{3N5^2vpEB8X;9lo8y|>1*YwrYay$U1$4-aYk7N8_5ZgV)eIJI#w@WYI4FgXL zW^ZqWGWhy_wp}yQ4kiyw*qtKCwgYX>t=q3I7D9{_$5`pt5@_E>Bh-B)8zzHAJu;ss zfEK#@q;f+jWZw=uo{8P8@%dvx*j9gOQfo(CK%n##Dv55{r_(2hpRzTvFHPEpf6;5? zpP(v^?^}FW<-@QWZ!Ah(;K|L8PrZ`ir7OvbzbkU*!l8RqctZB=P(q1PH@dNDZ~w9U z8weQ&m{f16fx?)lq)7K%IKa`WOXXe+o5%9fgxs^?`{9bvU_nd?4=4YUb}9r8?D4rV zde{w`N`b-9GaJ6q(Dm%()dVl^@K-%sh$wX`xI$LN9|iHf+|MZ(feId}dGB%!K-cOu zf>P66QJvmr!t=^k=14KW!6*KyCR%zZ9Ln43kE)cEm$IzHk=NuA0YNhxs1x(}6)$86 zme+TQAG~h?m3O>zjeRbIn$Ncd34IL+PEexl>^ucYbZmEihDdd3YNQyN0C7O#o23{-=hJiLms&&2GNuo-z~ePu=gmQk|kj>q5-9Q4L)kLd4bNI zy%ikA`1rp`Vp~quR}Xkd)>jXFNY+>X^;=(k=Ml2L`u9|_zIw`{;U<|!n3*U=tV zA|#?Q&z6K+G#|xp;m*MAl6n8OxicGg<|^z^X3WObQb{@*KS;xEP!m?TA(I3noYD<< zyL*~nP9kZxb#WwFC{U}IWe8%NFL`;XS77xsf(Jh>x{zT=Y$9E;L_5U zM*ltpHMT=iL8GrgV0xp1B1;{lpFQyCXiquZWV&#v3Ongnr3g!AlGzadjgityeH3K( z{i2zjs)1aGt^56O+@!n<>W9BKEg*}b-PTdDRCwAz%aTrOK0M+3Sj7Xm9eBpVzHMJJ zci_uzhmzXG1o4}N()JSgrR@<;6<9_Gq~V?9_iX#LRK)qpr)P4~7@a(DthBB_1#HvY zj=d|$1A&5azT4%`z^q-fLH7Z+5zmY3<&EYvFpiq4{VH++1>SmjWjd1+>A1y&NJMx+ z!t1l?5{_yh{@AOLI?MrSS@nxpM*No!c2TQnNSW%T4m) zd@BZvye==5-Y(*NSlkkvDz%Zx6OSTBJyBGCtB+F4P6ck%$K97IFaUwAzk1$XFor9< zMVwvtFGC2ky-MdPJ&;vZ*w*2jhHQUqFHt;UiZtHD=2%U)VERK82MEY{a&nYy${cn;y5F*0^&isZ4yfY@l1I)R| z@BrRbct8tOaFE#nC-cbcfWzrzc0e2#nH`Ws&Dh*PblnATCTBESpA_Q{J(9>CTguiiuQfe<~LpAC;J zaAlynU?*H&y7T0QQ`s%aIO6~xTACyu9JgWF(8ypgPC-O%V>&(pC!nKVcD4EePT}5W z&npWlIEh{rVO&@m4!O08`dH+GaNb@UHvUlHc+P4N$%)GJjmg-F(#9UU^QM~~IyiVVYR(3rto&7k^A^yJIqXGd})PNF%SlPXcV!C7SRNA8Dklafk=Ja%gA6`OFsavJ!cxKUNyDfYo zhSa2^vYHp1PR^jtmT6OG>F>~~pd+>Q^k#g!p^Z+8IWPWamrg4|<+Lq&Vp?$6xKSAn zJ%7ndxfFt`bnISTZty~p)bT@az62o>U-HmsumRjl>V2X;9s>nE6KshaQlZs6l&&Z< z3)WfoR0#QFvX8vehYv;0ibxt@2brcQn7pdMO=7 z_k-Dfo^?BgrnB?7tIi6cV;OAz6SUG$`|8Mpuo4Y;fmeOnKHY3Z1)lWIiOn+Xj^ z{S1*UFQXVEb2a#dKRF-HlZ%~qj;}WT`V#K)@l7jo8^=K?&v~X9hGJATUm}^{+Jttc zKYTBo*ZSWiQ4SKh`S?o&=rmus>~g{tEK0~=jDz>cU<|@fG8hBSOCfr|;*D4c`-fnjPDBqKyAUtt8mgNd4S@pe+D!Po@*Y0}6O0KGOvTAwn_e1G8 zmMmlE_om^vJn47!i>KppYByTqyR)KkG^XodZS|aeQg0B2%aaqLk30GR$8|+X zr6r&Uw9|Z`OEeTT{DXchpP5C~@3#@BczeL%Q0Gz;C1D!oznU+|?VW)aG5JlMq*+L} zee(2;&^+vy34V3z`8;@7b1q!=@CD^9qT5NAbwP$(a_JvS0FZ219g}5YBEZeVF zAQuDKs&#eMsPmI={;!A{$xtaP9U^nrj`8HwYUCo3YLg1yvOeO)+;Ol!PXq$2<~ zBzGBIq;-RyE7M__riNg2<=x3+*xsUb^??OtuPq^>*Ul>PrU?k2e?!=~ASDlP_PM^7 zsknr!&D0)ln-PV!P(f+^94g4SXL9?=yAkH$CmfgHK^J5ucqxcSQ0a%0?>G?-b(Osk z+?64PYzO1dr#@vv{5xW37uuv??2*_=Py=S z^+l{5&i#hIv_2WgSTb#f{T5{C%M1e<`f}+v^u@Z341Muuof69Kw?mhip5}=4_Tlip zA%0sn8o)k}6JJvdW#Qnv>HtALRam}8k3YNx2jdR$rw%c45m5FI#gm)~M-a8jBlqlV z0kq8^{YazvWn8sTw+AVRL_1u?-Zd_rzu(QK9wW&i%6x&F%h(cF7)E3yRMM z=*mI6_{$ADDa+vE#w)Fc&gn=$YY{ zgJ+~r6?#!{)Vq^40$$TI9-Y}^0*=niZ3zUY7Eti|`B?&+Bvk1kBKp{6X&d6Di)O0z zKtYls9m}hSuyq=0IPnIEu9?t&d%FR6e()=nV1vE)p&-}x?N?Fevf4qHoL+eINmTP- zWfjn~$fU7LRY1yXylS>~9m=2WeP63KfVfR*L)YhzqYqXb)6}iQh=C_8ioliY1>$b@ zW|uY!BECdn8&-2oRM8*5^T%CrbeB8b-lRYSo!*sn?R0}V`o4qVYsMx=(#vE}bB#vZ-)>{w*T)Gd6tAStZuWxlYu1L3VokBhhtsJ~cYutKkvluy z+QHQ;EDhaLHV~cvjo^4L#sZG@I>p*h8N=B5#f>g+tr4O~spn7RfFf2JLlypu@Qo^K z`%tnJRCvTDHeNXdhc_zmH*$~Q@K-koFsv6r7wUou9y9yVu3llLMZSGV>EOlUmXou< z(wu%&Su7d_oMm8nLD`42_LZ~DFqI(JX!|{<#){Bf8((u^d&x~Su(kNK;j4pUA9yS33bq^C9P*Ugfi>u0Xu?erD4ik`jVPTK zwum}4L;3+_sk3g)(0b?WscR9-MT8;b!D+cnQWO;d-?2wQkPXWVwD% zSfD-;_c}oduTYSHYusD1{gK%VsBmlGoe~TLrLUcuL##7sp^qWAep?^xqh1(gU&JPf zeunS1iK1z^?o%Tr>oW}kj)Ih5oTjlG2ZDCEW==!=#$oqM@|gB$zi&lgk30l5e?2d7 zu@vTS-tQN0$wae(Lz&~IrdjMnx$e9 z|H*V0Ohmdqynkm5=Q6hJeMbmxfvTs?@2;r5fZLfaVa})O;r%Fc2IG->=n?YY&vLRJ z8_Wg_8UM>26OqZ1Z~l_lLaAO3eE7kul+}g0s^Yz^1`Rl z8=#59b>%2D!FI{&A)2{DIFCl!Z3317gl%O(z;N@S*5gGkY_M1P z)C<|8(=wM^9@lFiMbdI$*;{?YUCXPy<+L{X_4(ZKBej>%IA@ETl=c-QwRu->r<*0} zKljc}PcRlG_VnG>$FGBK{MqrDVhq0WKG3pZhZ!`BWN=$lIzxU$zfe67(XTlm)I8S$w&0G(*QdURv~lV(4?XFQhI0TXk6>r2>h9&+$1 zryttugN)qeLw0=Xu*t)lklP^((c6RPo{j7WWy9KvoQuo2{c5}Ds|(iSU91iT)5gZ3 zn2;S845nw%hfBpNF+A^3h1SzF;fZc^uaS>J%&#^}fxZ@SD~Z`}3Vu zFrgW2yUDaJ`EH-sh9)Nz6*@R4j%w2{$j^!r@!_ z5|rKdyt3s8gdatF?eSVOh~iDMZ28Y#5Xinh7R5-If#}ZutzmRCAoiSoedhEupsubb z60fGgOHofxEo&Nrj6ZRexqAbJxI9<0h$#>{M!fETlYJZZ~L}UZV#68sD z3cwJ@+MMkrhPhCp9^*y8?F)f>XWS?kaU-RY(g%*?tQ=5L>f~F)uX;#DVyFDs@T+J@ zD#gZuWQy2@`PwcE8KL;pv;=#1Lo~{EW5cf4%ScR_TXVN!6q+BuhZFoTRN58mB^I{c z4a8XYnO)y&0xan)$pXGk@a&w@Nc}!%@Q`Bjk=XAHrF6Q458W|NaJ5D{Q@`B;$=*J|*U(yK%w!5|=4aNOm9T|f_B!1+*{=e(Q@Yy>n-SRQ z2t2-gM+aCM1Xa%LI|o<#`b2HFu;SfJLu`H>xr>fyoYT4Y@f)(H2pye`$FQ6S*aDB| zPM{lFd@p{LM+~EvEQjWtwffPt$yT%e+D^17EP>)3L(6}YBooLex}IMQ5?N<^E6CW-!nsqv$*X$tXITJ#3eb`80!s4w*!^*PX?*{mXT9uIPIA?uWl{ zo9Zm=sP-E`qS?&!;$2x7=%8_M3e^B%ziKPhuj;^+XG!apgH4jJ>~v!{9WW(e1)GAw z4{G4vKXlgI%?`IiDuXG1sKuk4dNaZI+NWuftqk% z2`Qa}EtbM6S!yq#D67C@6JR{=UeN+m1roA+^Xjdn1PLjd24EtW2>IDGHzW`c>dttv zlp}}Gp_;;dW@52Wx^!yHC&(Cf`AQI+30GR+Wcry~DhFOb(WPL{Lr@Rf6~eLW0QK;8 zd`BR=ay^{fS4mxmJs-v+RtxNzN`^t1Znzz#@;IF(vg)G;8NbpZZe>G}*}jOW0m2s+cuW4lmu}E=4R?fe)@k)>5+?bdUD$CY+D=hq}3t`w8kS zARTa~=)^&6!}HU@uXt5WM5wu9+F)mnywCh};PkkP`q|P7KBt+Z^yIVe(;rcr&^VvuTETrbZ4>7aYTG9cK+DDF?ZgI-dqeTBGW)UqJMK1>V^`R7}vb)xyGl;i_Z?{Nx*fgRFC|4dXoJ7`{fi4#;M$xGL z^@)t)!T%sqT0#9Rkf_m~Wy`8GIFAZI3|LxOw-GG_6}1;?Xfmd#M7 ztF`m4V>2WakTHvnOk~XBU2}exouwW~S;$jLs)HI1@I4?glZ;^eJPaM4SA+)%2af*` z)PlXIK2@hCYQkVg!YqRe1}_PaIGW7yPy=E__8T|QYk>8GxfF*)M;z~t2R@rdHEhvHJNjg2!hT&F8bEm5`8PTV(Fvw<${{3FRH)JUoBf1lp|34&E0@fR8_EcixLmhjGU< zaTBrmaA8gjMM)L|?=idPu9qZ`yt*fgkg0D7Y*xWO`B!(qmf-075?(6s>+Yzh^ezd+ z9DTlW`}_q|_RaJA_P2(p{KdQmW zLM4iZBx64nrE8*--%s2Su#$kY2J`{(D*7<8Yum}$tyka>pTZW|IZL>x+eJ9I>9H+L zwn{FUCE0`S#mC|4?YT&K+Y#FD)iN+Mp)F#!Cly z^*Z#~Wxj^OWEkC+;Vb(1-ewXRKIqEIo0>u!iyyysYn(!sn_V9|)=vI6NfIi_3{lqK z4AJ@D4AFPL8KM{Y?4-E*UxS31Q0oDPW*{)BFIx&U1KZtuH_jex#z<`2YIJ3qVZPc) zS1s)}3TazTZs}r&9~r@#VwQGrT~rvoiMs&pGr>MJ+9nWMbmGiokP ze&H&E+y=1arg_>)qCW76JX2ct+85U(J=khkR8jibWdFC%(kZxWU5c777w+K1ZjUcj z#>L|r6~i@;aU|f3cCsjhX(Zs(Jp{t8`zPSM(>-N}vJ-IB72MnpG+SZn`wt04`vBm$ zd#P+>W(J8L9*lXP+zn$>6fLo0gekau8ILP@I0d&^?pS+LPs5(+(xj(*r(w%z)YRK^ z(?G(DzE97L0*z80(cKv;P`f#0u5-K?zB6QP&~?m0arbh#`$iBFuc+dQ*+xPPy91pz z<4Ne3z>M3l775w2$!nxuBO&_tCyoMpHfZJ2u=Q&g0q32F=BI>+H=vpyruAInIlL`+ zn%;7`4vyW@e~}V|-K(7Cpe>PI2jfg+_zkV8kAAN>5%Uba7(01q}i z-}+|A5jcLH^bRb(2Kw55f>*ipVRu|f;@$jb(E3eav2IEgsVJu1EN@FdLbW>ig<;;P zB`(or)9xUoQF14@HPsi{2y|4OZoh$&b@ma?Y;v+g@6&}{_GKHPP~YJjx{a?;H|wxd zq@V%(jIdEI5_ksjpHgTl3DFR-@l4Rc*c1r5m18a^n*_lJMz!bKAAqH~h`RPtG-MVr zQ=RU>!oH@iStn%`(s5;vj--+asE*j4rfw>U-;jDPoN_lOUP7FA@drN!+dj!h;rGdd z1MiqGNeF+zgtzH6h^0xO!k?$rAe{=IgWrKW)eSNqH}dQFpyLKdD2^oaai=}WeB3-? z3e7Xv&VZLnjz0Z9sFWLv(=GN+ zPb1yO$zHmjcqTIrcXBx=D>-)vN>Wbtd0z5`$33L0BOhiFqdXhqw@V#xyzy2pYbIe7 zxWb$xFSU;W#m4$=Awx20k5X5|Esj5}+?gD0VF`K(vCZW;_<)M+exDi6Dk>^oX@ ztO%xG3A{c1G6VT?efcr)6N^0-czol&A!L1ON;FdsTR~bMax*+6A-|SmCD2Mj#XEf0 zA5Ja@8rJTp@aG1wm0f!sAHn4{h#m2NpgB|k{EcrOp#Ss)9G)iR-+GY@72h{}&e)g;&-G_06Z2!?p(;t(N8%oM zcn=Br!8@4TcWh2(-VB8gM;t0wC`H$2{WqjsNkXxq_idd8vXGN9%aHQAG^9WiIyOy6 zK_BHR2=yj`iD;x_I`z)c`-tWKqwGoV0VF?oD>YQj9&p|pqC~pufqF+M< z+LF_{!}#Bmq-&83e@-?a!=JZ$lHt!M>5lQl3ui&<0Ga(9bdJn^HgqMkpN*PZPNkYu zf<>c(OG|JSB(lHwo{*n}Dknz;Rdseibl%gS5`li8nQ`iu!y{|J)ov4Ek@N(4c8#W3 z2Tw>C9yy+T%aZ^Nxm-WO96dpyPH@@!h$r-JX@ArGDHE3-8lQ2tKC^UF|1T2lq($k? z@qwbwi}=#zG7}H)URj)@$CC4o6UMl(^^ToV^R_s)_vv|GcwKSx1=TOiPI%#NAG|I2 z^&ka4{7Tz`;{yu}u5lrMxNa6z{nEJUNACgD!Y(OUYJ^<)I=?Sezl#L3N_Ag8bl1Z6 zCy}|F{>{+D%iEKm(h3uw7*1a%VOu~;cYSlez8mng4rWKO(}m*PygBF7lMp+FT4UFn zXQ*Jyh2v+j^NMuG?mUm_FGjgq=MJ1qEk&<`dw1jzNodonxk~A#USQ(%NLGkcf&I;| zO!g4Akf8TFk24c`0)i^Gaj&1g059U)&MUDc(7CVhqkBLpm|WSDHguQ-rboI<_iQf% z_BMLQeR~D*vB{ANOO21v*1FrY=5Zje(*B7dYlxK zskn@OwiJAqN&SUg7$2+{$oYvLZxr$-L}D7aLvNW=^U`hLR9ud7^O<_E?<#h8?9YY9 zqF5@1kL55JB`@R^TMkz_0~xLfmP1$XH^+8|GT6J@pXFy13G}Y$9n}sPgZ!SYV#E@A zbn!$-wriQ_mXi3yj?$^=`v%7J-#=9L6wnchu1z7{DbF!EnX?d-D2Fz`oBrS{EQ4XpI%P} zo9FS7!RG5^$zb!GgJiJz({p67`FA}s*gWAm8EnqkK?a*IzSAO|C5EE@@fVw1S{XrY zmd?zz%LWV%v06|$>%fm2Dd+YGS;C_jQMo6ztX~L(I?pLO{KNRURj@@C6u0ZPyas6MJQbl z0a07)JW9{E?L3}L?NO@wHtovZ;v1zsKdG)x3IBqlp=Bx^wI|^tmwQ+HoguWd;FjFm zBoY$#tC;q`M`%Vbrd2rEE;OSW-6xYu#jnwwZx2IaWVCP6Q#~yA35xx(`>S9y zrfQ;8GHc+TgI;UD3n*tE2lJjo#tet|fnJT34m$x8WlS?u+S5-L0@{kL{@>4H8snos z&d?}41jC1>n=V_Wz>h(nc-6|skZ_GJ{ftr?ys#}}h%;lx?{<~UW_7!Xwo*kkGQ~}! zg9joEf_HbK9MRf#w@;X+*X#SmFKVZ->m*4{pG;C%eznC3mTGXl zEY>_c5>6WSq21xRekY#uXU6;&c?bM#zrKNb&qcg+hQbv8y{Qmz%QpwE7%BZYTL{zxWWs{UmBBAU( zGQy4Q?7jEMD6=TJ&rL%1-jtP9W~7pScYN~xK7RKpm~f*EsieopYWqqm0v* zttuOU>G<`LItw14c=kff&6psdoR0{2+BkwZo8##LKm7soiEqX3eL-N8ORR?PNGMn# zRVR$O839a7?4*Viqd?K6GxAQG`0`P)POY77YsjmLQ++vMs^I!BAQBsbuO4!Cv5YNL z88A-9NxKH9g7s>(X3{r!a;n5xb2O7j3$R`g%UvJ21Cjz|+Qu&=B8n;gD@HAku$rT# z0kF~$JBB3kd@a+*hP-zC!f?zE`^LR*zCg+zYsvXGklNn?OC!x8{-ezit5ovp_8A)d zecQXvX8m75(guwlo%Kn4A+B+bFV#KJkVD{@Y)=KWaPoFjVaB|NY$IuX^Ja~(A4z;5 zRn-L9AHqxRf106?$!`u?qy_e8Oqs?XjsYRE#FnouYLJOd>F8l@6QC2xZZte<0k7Ki zz}kjpvcwFFKr)3!d^B%BPyL(sMioZBVM@-%wK#>USp#M z%k1~d$T2*=z_Iq$;V5Q2*`;~{nGvfGP&$2 zSRcjqLQdUa)2#~wu=v9LQK3&mP~GQ<35HwfHT3IZzL7Rg3aH7oVtGOmK&OiW^JLBw zP%2}k;ldOL)a+QJ9EKC{Ow?D224<204PkDzom4uYj^glA@yGib2m^DKM_lM+GXXY;^NpG{ zzEt_zNhRj~Twt4#QJRN&2E1uc8GpAg0<`5~zc-ECah=lEB|jP%&@=JMCU5+8QE_TY zqh>`}^w)E&W0sFLsuOVfr=$OZ4x0ItK>mfd9?IGhCfjuGKI*pVZhtG=;D13<#UIXF zdI%%?(K+9d;Gl(9Lzm$J(8uRXuM@v=fcRur+z>NM#&}9wJ$f!VA;-kyaQvMit;ds*ruU~=CzNyT# z$`A|}`2GrDTZgukH|y)S;wK_`B~MYwj%ya=uN)B5ED5CD>F%!IW7+BPCVfz)@eQ0^ z6_dM(tby0naVVchta_e?Oqv& zB*_F(Lz8Ze_8LB1%@i%Va7h4NlwHbyLq7xv-duP6RaXV)9Y2}RCQSi9D(a@X{(NYz zH9%YWC<4fSenU*QUI<&%t?Tj@yzs?Vp9 z#ss1kFoty{jW8Y^lHX}=1Bsa>ydfJPd(zer>r*4#K9TxxK@ija8HKU zd$hWB2^K)?&Q^PWZvdd4`pmAvZVX}u{4NP{&w=;E=?lyCci>666DMyPOF-U^%Y4O- zWl+JY_swyQL7-mOtVbymzZ{1Lh&06elk@5SXh3~W*!HcrPVE6y#FkC=YJL?Y2{JoB z#w~z|!M8^%*H=MieBWc^WeecK{_7}LDgS}~p4#(crM@q)Y0umHd~|XT0D2`y?I3)I z2uCP!%02Pee;(w=Egk!+rU#&OVrf)(9*2JsMo{^tDyCft4^Va2JEIZlgASfX{21jW zSpo&&vWXc#<_>Onl$Ul@ZBq=Kp}zJ?uj1x`JTh=OX7zX|=wcL>{?2dlzwcQEl`^6z zhx1wBDL79;a9X4^XDtfNBv8da=4S|M&vxLTXN*KWzt2J*}y7G?e&X?*s(fz7=1i z2FtLo-EXDO_5kNhJ2XFjgnb;A@&~8E#E` z@Lbr>q-1;$mKw79UyzLg+sR`1;#jUQ|DizOIR3?{!yT_}yeY zKmixLy5iLS1BizIu-B8KeSlQgNo?(D*TAp)n~C?t7lFR_Y5FFm&mhv+|8w9|D}cSy}TDx)e<{d)ZRqDARMD0I-vOVrrFR^!mjMME~ z_mi8zKL;ZCsb{y;^B16q(OW?)3I`o{q}TnDH0%cI3lTKS_?5E{+0{FK7W1NZ%4E0r z8vNi=<)`H2XSTqKFHZJo(IBMI=Vw%}4FSNW}y6s=n>B-JSmc>N%908-g#U^_O}v zwD%CM@9-L!RgCs_lE5=KkYr!}aAq1b)Cs=|!Iv4d@5pK-`Js29fA|pHZ6o3etiR+j zmgR5%g_v-EZ=RMXA+G7_&J8|={{VVYb|(KX%f)f%Yx4d${9S;6g*IT;VAn{0rpq=<%apzvW4@~>C~GWGrgNU^$64ePrPknOGwnas*6n6>ebZo9b%yu8LGgS0;a zZ>`y+l#5P4O|pVowD(acWM34o{+|%rW!QZY{1>3J>^~F<{sU;v%&><0StXRWKIWr%<;_9I%{q@a z-B}I5v(m~dzT0NtpDVg9`$}y5HiMorEKLrI_6O~gEH)iUB%cFq_vA^LoPR&(RzXgD zfM>+c1b&j7E5&Poa0Blq|4Y?V=jf+I&HjTa&h+R`=!1QjbWPvV0Q|DFkS852{L%Q= zQ7Vr{-eJfL7n*?>_M*9-D>tqjw@C zLsDh`0kqNTeR8s7axc(^4121A?Uuni%6enBJ4=9+-oSPkzx}ND5%l4@9|cftmCwI% zZU_3``59+Bu~32SJLGM8?`+NiKzyywV&;Ak;a(6F^IB?uJ818nv|%_s^#N#>xtF>9 z`9Fasym8IQUJVaW6xn6pBB_HLqyl`NYhVu{!!J1siWM(oSM7pH{o~bM2c4*~f361Qxc_4XzVmQ z9RL)+CL_?bMTDDo_LNz!>O5$VyKvc9oU00quEt`clHMKYK%mZcH}%us!Tx@}g{&;? z!3|55I9ZQQI$TbH^RotS67=55@3cwzEl^?b0b{ew7*Ku489PJM3UQC*ti+y00Y3Km zes6+F7~I9uch;y2v?rDe9=Z?*vCl&FB#+I5v18F@JuE};!Vr1=IDSS_1bl6cI1-6| zYssR$?G%4H4-e2w+gq&(lk*44Mb~=YsK*b$e^Yg%R?(XL$zj0QnZT4yyABQ;>yrO_Ej)x@8tS$s!69-zjxs`)UV zuLnA4g{4niuCLewC@Y9pj{#3-c5i5*HR#7WcswDr&~Chlq$q~^fLSBJQ+K&mdGNon z>^pNuOdw4p_LV^)!&i0p1As=Ei|t=7O~ZRd2*n??`=Br81@5-*c`hLN*1YD>(U=1{ z3RDcpUhv}qVxxV!Qpj|0p{zx4%f@sHzRvx&ef`1Mfn0?pg|C3K5V$#%Bsi1hz<-vp zY^=LUe5?e@Hu4$RcIF?n50ukf88)p1f%<-nKOdAFw4bp1QS2{lgZ7424piNW_bk8z zlsUF3_EY`8CwraUXSb$YWBvk^&tJ&Pw9k&fU;2O85z?K>6XTyzGN=+=eN7Sno04Il zA_0T4{34R4pp0js{+}dWf@O(F-j+5#RFY-C&AvpG{y)i|j3XxTyMTo8j5f(WnSs~; z{yj?e{d3#@opUoXRD~xHjUS3%mB6zjcu`aQnGlmduU8wxMo)i0|>RRvQdABUAR7*AYtV&XU_~f`k(^O3e0pKX9Z5<(n!ytJ#`w3q|trgu9V?eg4qtRqWXbm zUX(@~wDRWLs_0SLAMLmX4E=pH8I;$&kGPF{njGhY`$L5Lhe*`7eG}+l_7S*n#%@o6 zEHmmBti*6thEJO@lfsNRQu*VLmo91JmginY#uv(=9`zKt*2~1`KSiPu zPX529QTYCF&onPxt@e;v@s-~*O+?hboMw!b{I6-8J#D~W(-1;c@xP`ay*99Cnv}(^ zJ=3&*C1U?;nz2nH%+z1o+>DmmvrUz8^`31oB~y6Y^g(TN(o_G}H1Apz`Tja#om>2# z52Olm?wP>2(P$3=odN48dD~gq(WUTC5xj zD9CdqTz?0j$g1u|K?nWEJtzEr`^cUTWQ)b^nSkNR#Gbs3fNW0z8awewHX~)+mNigQ zL$9Dp;(v_ePOk!M4BM&=7x5@8)Bf70o7E3&g>1^ave|KU9DVt_TU#LA6)Z-p2;mat z>O@kH@}P>GXXpm4C!vOhg_$KE5Bkk>KMWfvILdnU-~-TjLI23+#pSAeFO+>*6b5~r%yz-94#2%71so=xHD2TmM|gRMW= zaZdgYTF06;!Rt#LE)3$Aan(|p(&!HkbnR{2AYac%c)W*J+{)u3I@27wmxw}cWbZj! zEV<@h7#5}MN5L(ceYs!jUmw6k0eioF6I@oiyobO`_V;@VBrsNbZ}7y!55tE}GiS3G6vxk<7jiM15V|GeKsy${qrO2;rUrXZ;8k zyZC7i@`G;k4LTYO`@#9YaOM3hz}hiSh5kDqWsBZR#s1wd_A+4t-F_m{)NAp;{7nQu zGWIXrW?kNkf^;{_JtyqgirDjk9?E?ago^GX@b8Pgw>osJG*of_&a;ADOv8#baZ0p` z{sf7)(SP!P$D7~w$AUSP{Zw3~l!w_%g{-zuoBt*v`(yhTIuft!h2c%E{V4Djn%Q&0 zkS6;*ALwk|H-X;&hd_(w95X6lbs(1=HF4P8jpbcFza?eepj8{+$as%_Vv* zJK(N7*l1EFj?U5Xw(Na6!ymg)erlrnEm*^yozakFA*`s)a>Pf zqaS_u!mvDVKMLl26ZV|&-xvS?Citg7#1Tpgp&>=wzjl~^e`o=ZzvD4<$X(wX4P~SE z2P1~o{jtDJa9@6`g=Q}k1|j>2=++p)ULH8)6T26NhI(UrQSkpeA;bS?g8%hbDE(~dgHc^;$NEfaJG7A!r$D5rj<&JTe`or31%<1ZAE&z5qqyPx+7p(WfXIJ+ zgPei^jZy9x4i=ik1^s%>^DqU|i>m5<*d@F&j8ea!60xOiM|mv>epoZTMmv7e#>s!n zM2k44`h)ewuA2oLDktSz)BlYGEfc-{ z{MOhCP&n~M-$uR{Sh&67caeSxnCf-phCVRVB|f&U{4M_$)vU>(vcpi2NIZ5KBIZi} zgyui-E|#kpM?F}QMU8@*P$iyRo|g1dl>1^4U&ygoG^`SHq;SU>r8#VfWsHu+*#Jk` zRAyN;i>KX?AnOVG_{L(3*Ooe(OrtTM=YJDz`z4pQSS)~w`iDt*kO+De6|1PX7aZ^l4za!`Z> zy1`Uk{|+?r9xRw9%@|=oVXHD}`7jqN%rx}><0AubY-p6((Bc=c^>f*4(Dnj4OmIeC zzw-|mxY@}$Zm|VIr7JgYg^huGyXe!%032BSY@so!@;DPj<~g$sTg-Gr8*^r8-p{_bv!DU;DoaiFe0$yxQqKCLPB};B*4v7^>Otp zu;I8zd5IGq{Q0-QIo-44@hq&|z@eqaP>{T&TDO=(>@|YJ@Nw#%J*Jc8Of;WX9a|gk#3mK_m z_!;sig(Ai&iF$xngs1jOhXr_(;LVz`^$^Sui_D#Veh&lAl1P_(OKJ(^>xw_=mZa6UU<ubR0ZPkW{Mc1(zD(f{pXA`lD;lu{5jKc_9%=Ktt(H5lM$!juTx*tjCE96>L zYeT4vO+GJiLu4(nQbW?s;02QDG^dUEn1sCMHa$&JzYfO3mfOA;M^Z8E9J8gR;%#{7N;)zT| zxRIWS!?p-H!y!5()?9)?9x^tqcS*iLoa{Don@<%We3xbB*+2LJu~#=YRHsZqPbMgP zm)#GIF+Q7NqwV10QF9V^g9+fIpKe3dI|39c?lrS~?gJvB@J=$?4vZ>JUO!!251fN8 zG=fAtZI#xR&#aO!h@UFt+tDuvt=DcF>$dj6_L~}tI*OPvc=f9zv6;j1P^VK(vHKLhT$9j2IA)iQw5%}e_l9|w+ZWM95R-2sMwKH%uf zor8jOqoLuetFW?S%=jYt2(06bc*R-Q03Ng$mRk%@0CUc>d5xbY!7;7!(wrWBKtRVn z;upaM+=731(Iy4MA9=rT@W|;w*5KP%XJb#$DN9k-fJOqU-*KJp1hGKm0o2GiFA@!u zFO17vyci0`)?BoeMP#AUC-pqvOhS0B!zA0I#s;*;uHN`w0YDF#cqc!l5iD(ZVw+gx z2%XLyW(vu4ffqX|NNCPKf)^Y|H521)|M~WS{cf#7SUBV$JN=~Oqc+G?T(g+i35Rk? zG@4N={xIwQS$A3S7)V0JB9!LN4PpTqAxCZo=!$$v7UWY38ctyAyeeMeiElDhd0zS; zv65P_7{ zt)b$#$e3FHB$c6eXSpQe^Bc?{aZKzQ}m?B0P(en*?(YUQnUBg+5bXG|r;e z;`ML+2<1er-Qvw7MY&Lmquf``=FXw-ZP!n*e&RrRw`V(W`8goQLeuz$v=2a*sAcK- zIzi%i&njlH19t1?RF{ZhCZXvk%h|Kd6HvviY0#>>vCaaWywoq52D2b7WzA*VZU#_# zYxGr$OaWJ|q(8k(6JVUf9Jq&yqIshh&Q?j}=v5-RWG9TL5{@IsUcuq3Bu?i7Ffo!; z$4$_LOb{HG#F4RL$nqQ%(W}G`mo?5mKy}{A^teE4^x8b9{;gUGTnXBnd_9;26(1DY zwJ^DlGh)=pFF{pt>Z|injj!}@Er(9-9{a_Q3ZI4K?I{*0Y3Fi$MTsk#F!!{&8F--s zxBjSLRGQtP|ECi=1ST7Z;g=TVHMJA4FqzpE<-ZRciJ1dr{LMiO>pVrfq9UF!#=+BC z+62E%_c$w4nj5T*w~-SR_JPHvPhXuIas!MVwFA5kXF%p9XTAkRSGX>9yXqE^30(Z( zS=qzv2ze?ZF7RxtLqQ_OS6a#TKsElbM)6})KhUEs+Rp6~3b@n2`jPM*_$*Hm@~E0a z-E*01>6b{+E*<@}mmHfQF#DN~H_2gC$RTt$%XJ6nku8b+ESv&Ilx)O`X+A?;4-qd; zuAl#Wdo!$q`)PbUym)I7{VZ$q(%rJ0A zv+&8Tvoo|JvlQBiumo?4iWHbS@jn65d|al!#2_|H%^4L<-?5H0Kf06xKO(=G9GRX( zHXxTyQ6A6t=tdd|^&YUkYC{@E24}GjA23L27EMGvXhn=IWPGP)x)6!Zr_>fVy8t!d z^~v$b1)kGC8Bn#OxS(_NC8I^(K$AL_-d36zg}FYyDm_Qgw)iJk{1%U*MaLQMJbHH= zEr0IbSsF-+;ugZ5W%<7ZI1z`g@pmDh+~Bv#QWuhP6DFZd>AazW{p$?d4Ox-y>tqV?xbm(9` zUV#e2P0sf3DPZH_X!OX#B2c2Xb4kDJ8K{*UY5B022^74to3+)S0FKCWhUaXPAg5h8 zo!8koWH9*hOSvRVB+lC)P1UoFr~risYw_+?07uI%zKj=3U8k4Jme<=Z%k5nZXStc*P%+{4GT&)MH%Jbu? zF9`v`f&8~GB5c9o2N$Yfk~-wPBb&Gt_5^Tbr!WIs%uUJHOqDlSBU1XQ(Ib}KZFj73r9B{eK*qK?6o8xVp|G39~8dTZ%TM;pRA5M>D+~6w3Zn@7yX28Bef@4oL6=*Vq!OG*Uu9qF|(; z>uLi?Ycl)oWi$b4?(&Ox8DmhZuohBkWem|p}Gt3?A@ak(ZdEXxk#XV$l^LYck4&O zUCe#Rc9(k5@2MlS*;VXxY4n1Ol=FHIK6*o)h?Mg#cWq#J8(ARckIXo15o-8BivI=c zc}QnEFzp@ih)s2r`P8C4<$97blbt#C8ocR;+ zI}Z%I9*=moDu6S*p|<)Wdjw=S3H9Cm#fF}Ay=?Kc`4@0&9Nz3>-v*s(Tl2#gia=0% z24%a}SI8y1rV$}_cN1>)w;Igj_f~uVw5k_gngUt zQq~BUMQ_zz0QJecUbKfhL(vI7;#SW%ATM`&BZE8>P{d8zdv~SaXRe0id9NFhv0l#r zNy`tCx<^u(vn~<9wRJ@@?Ho*T0aeKjhDt$x~g!<{u-Di{le5{OgUfL?a zK}P?C9<4HduBJ^!v0MS%kU2rta1jOOBR5v&Ezg5X3Grm|hy{`n%E0s7wGo@`u2iV? zp#Y&>2%BObj6&WW75g4*kc}KFC-^*BnvIMFtDBGoWn+-eAKImb-C4*D5n`=TJpG9T zt^SH-;UE|$I#;w|kq_uPF6Oi*lH&-axv`&1cL9DHf}6{j9NoI4q!hSKhK4NNXwXj} zLr=I(;8c9@=gp!6owHl(V4LLe4)m|%w~OD60lAMaAuHcF;G?C~N&9b)VX5Gh(_`IxaKeI~ znYrm9tkgE8DRMT1kE4yn7TvcD6IIqJ8FiFsNIH|pD@J`=+4J&{|ExHeJ^mJKL9W*hpuK{ z@&lfqK%;wIKXebxcj~mU2R4$4CShfD;G263=@;)TkR#on)-hKA9{RDauykhtFTsW9TG`hRi62P)l)mYU?Tz$Egg2bRgwYL|MFfyseUlj16;am0|M`ttZk#)93Rs2t*D$rkds>%vLT*XXNvd zxMx-KR!q%c2{%1|i#--Fll!Lh(C@%ubJ+^VF{4t5l_R5i8z*<_JZTnsUNU^#7U$nh|H7y^tD!ALOd$ z+&^MwVX{ltRSDf$NO7A=SD$DWlKi9==({uvzv^YFaG(ARN2sD+xSqrB<(Y0(Uonpc z?PnDoXpIk{{F#;NhHxI(aWY-Vt=k552BthZ*loZdnXL1ydK-v59sBm@)ixl!QCbA> z*Kh5fgZ+%(psvNFLgQ^Cc(PR7{2oTL2k`K1Go>fifmXAYXN%E;K<&!+kTtq-KqE=t zdA}e36jI=A&cQznj@Zze`-e1u=k4An8##dcC*I%7G`9k8 z3`Unp{2l`4^UE5mU)S}3{^;eWcMR0P@rlvOua-(^b#F>2t#miMXLZ$G_ShAinK{+H zGEyeoP>-lcfEE`n)<1nGlJ5*oS%x}MYlsEMl4l(J_ya9&2>5Ij-X+8RZ{ID^qruZ3 z%gbT6B98*?Z8^|Ng^*IsCxe&iJ}d)Ay#N-qTlbC+0*gPTvTB%o!Bf@5HjiT%pnrow zfYizvT$ea1M$Tmi41RNWn6*6-H#*_a?PxVnJL(%7!u;~Jcz7IAy&{z*{?L`B|NPBz zaRa(z7dsx7i{Bvk=2VC+$B3Kh@Cw-Xm5W=}lQkGqRfvmGo@#b%ssxV>hTU*x81S2f z%`LZW2HHgP>sQbBg6}n?;xR{Nfcn=dH)FOL@OJ1%Fg5=SXmTi;Z^s`eotnceIA*}* zM6|Jw%^NIc{Z_zyRsf+V(WH^hmmq@uK~#vwGuZgF`EsxkrW#(Tee)kC@Y#5!|8aktw?AiWE}HAiO& zoA(J&|B@-;D*gn_EstGWeDMjWeRrqTE%^kR6&Fsk8?OLE5J}7Ggdx35U3x7QE2*AayDQww&0xY_?@OE~5h3${Ooi(kd zL3!Gxr_U?`LCO&$1usao#$9E$V3?}?}qi`w;oCVSv=VMVY z#BaoMR5=nvT$5W9lXe6F6Q%S;0r)-Fu?^qfr@8^;(i#qT(g}2~(`v}tYvK2anXA|) zKQje?WV+8|@y}V+Q5P_+rZI?j=Us|e7h*`v?IT~Avx+^>WpkCZgaC4AvX!vA{lOj* zMcJQT-@%%3%ROM=+{RX2flBFR8`%H(_Eb}(t#U^uwtbk8x^IUQxx*JKIsC~Vk=0Vk z381t_stJszQ#KzXEuI|yQP}PJLt{ah@OM}zKFSXRM*$u00i?8%G{037?dlnM8)_ZpyLS;pZ+thlHEo zzl{hAo)4Q&aYCjNeSbe>zk?0A@|J$(sWBTzVe7vO0{VXDl@vz&|J}{&f1dP*IP# zh|4p5l*mI?zg@nn7*>w7;f`#F)xJP#GWdp>(E=o0bxs4P>z9LEl2NKLbId@VFN}GO z_WnVZy<45RoZcapa$|CjJo=EI>vj*%kquy_t+d3N?tR17gbO+bWc|Q~NIU#)>G*|J zW**C8EB%G_J{dpLx%}gwZ_{<0pBDuIFp*Wmv0I-SKpb&b_IGP=ui~_x^pF~eGCwvs zwrT(#g{c<#N#6&Oydn`&DSF_TV~EidwOwO3t__;`j<y$)09f585n zwvT_IQ-la;9+P%oj7Bof89PO5;yKir@LW?BImjD2L#ar@Tnv&z{+69mIv26$=6!e9 zH5Vx&eQcS3xfuviyk@4Q_W-ZA4!thEGYg6Ois%}y_keOgGM%cBDIjX99r>VV3OJl* zW3(rm1{R`iqp4sT9Co%U$uge?**bA0>op08IG?%C=~^X(#QEm)iJvt{wdS#M8UGUO z;k>(($9`fUcHDKNQidCcr8BwY-zAU3CN6u=mKor%PGUrT9*#Jy&}Z^;$Ip?VtS*z3 z!dC`tV_HtpM^u2N+a;gfj;8>_9AY~*iDHnKT(0okrWj1h{X8iiUkt)au^$Gii$UYk z;uoX-Vj!yd8&4$l5nqd79G7nhlf47yxRzjseWuXLZ1# zKThX(_+9w%QGkguetw5X#YvP#Bn+}$iA~^Hh=YkAG%vmCjDS3CZNrO?0-(!sf#k{K zo{%x&P;=5@TiBi^IVs%z7JeUiynFG=ZJ=jmo0Mjg1G;Gql}Dcif=&(kEymdx;It_* zs8AFM7Pn^?LICH1M?F33jE%2J<>u>PCyxk{H zaLQSP20kjDd@Xi30|_`WAS3?zC!&4kYhs%1BvN`@7ap5jL9Uy9@NXjeikQ8zx4Nyi zh$w6Zk&_L~A+CI$=Uu{Q5d+#CT{49PWOlT=F`K>~YpB9=+|?)p$?DMfza?Aw8Ce#jD;|Js3nC#9E_tk8)p21z`k>-hmX&0SY{ z`+{Lo4Wra3=GYV@xn+CI*}f6-L;@lO`(EgKR)p26pbK7qRi4>$y$wE`KQAho(FC0~ zG;zV+?_iv9S#>=l7D|eLig>cC0^TUIxpw&Gf_~cI(R2!Yy=NhT*)QK>K~XMPP>_!T zr;Qp#mubR)FSEQ{f=wXUxGGRX82tp4j)zETLUDOpe>^to`g_OUL(&IX)H zmcH(c-*hp-`s~uQ?VTRTpxwFK0nWO1+mAT6fEv~fv;37t@ZyG=#=yn* z@4);3r(*aP4(P{yw7_(ktz@3KX!t1m@i)+ut1v0pad7 zPhC4{q@0i?hfQA^YnSEnSnCWCR-<^qJ-DF1w)Xm%{rLKr__C+1{aVvc@hy83>$N%( z3=%gf@+U!#3W+(-3yyWsA#78d-KM^beiEATvmKUWpN4`bzXZ1*#XnO@Gn7*{ ze1`nVavhzjn}A{xNnC$t2owSooJGz0z-bz6JJ=vWp^W_XF*aB-Vlw}=iVYUs@2(OyWP?4jo zsa3oKYDevfF?~H7pu|+~(GL#~sP7=lGMF<6*@7suzx=^L`&Div`cOAaIAME~t+NY0 z6ZLssZq@~Nk`UQj1)WezBXTgEw*zuId{$0oJB8ypC9&wdkPb3}uE-~7?Eso^_7~YP zGXQ&=M=ibc8whKe77V~2v+qRQZHWE`TxnS~+Har!285^T==~fvKrGSkHShlSxa(Hu zowDP#Q4v}%9|nUW)K$Nhk8v&v9UjwC_{f=sPA*Eh7mH+~v^(6U-0T@BN6FgQv!PVf zKSr@C6EnHp;VE{Po!;OBfMH zaqayh3&?rSpV>6e3^o-Eq&o=ofvszEAI7hp0(mT?wv=CrL3j9>ynEv%(BgVCZyX1v z0qVXDAWd9uh7%PQTS8j+*;v}!S4A%Nz$A}rj%M!tP{$&&Ma+=_otLLy($LWZR(JYS z>5Y1TW&4dI{KbA(LbD;M`Wja|X7&Vb=)D{1G;Rwj1s;B##(oTE7IxC*X$~olHnpzn ztQ0xUy=1CT){PQpp;+`44p8C9mdPAfObOsCQX;XJv7Sgi$zk!C&QA#K+5l&SY6}9s zF+>tfk0GZkSm@+JJ|e8cR_VqZ_{e+^F)8OYg(PY)%w-HsBQ5o!Wtd6)p7#W?hNJ1# zMzGRoBH^`2BP30g%0F&W1|O$nKRm+x4o=qcG~bzOfQNlIH##aB;rM&0ZxMmb(78kN z9nfll5hGt@2$k2No6OM%KbI}RigFIqTt*M*Su|&PE>#QcIh6t)obCcj4p_RW=iOi_ zt?hfSVlSvtMl?w7toMO2{3voEX#g0^s3>1F#o-pb$cj#~sG+XYnYWq}GST9n{DLwc zg3<8`5|8n)6tuIJa!FP$4Q(m;E~ho0j!uY$4g^(Xpr44N+Q@V>|M|AmC8BHmDVk6( zK#nx9A7Y4EY#c6n?K?bmi<*pS3k1A9%h#7=|<$yI@t-1jU&J6L$McV%pNcwe~P_k9-}%{=7?QAk~44u_+zENno9Q# z2Vlu}J714@24S$c{QIPk=PA}YQbF@qUkLWbC7L&>-9+eZ-lJMCx_H2cG9r;*ALrqW ze8IyOjTZRAPA5w7#2EBce@XPDX&ipCo+vf*`3T1y7sQ>CKS96aBvP~Zh3W)fzPSI4 zp#{E9X#;!_;z$eSwa-j2tot zP7E;(Q$s9EhZ_emJ$!OsDxL_xL{CWpv=O*6f{Zwm6mQ#5z~Rw*Vawkc6zUymfAc69 z+*>^A{G~1wxEZ&7diXj5bm?+Pi?&38YHnUmJBC;glq`At*bEUGc9?X`;rt+-4G<7s=wfoG}e0*Z+`AQGJH0F@_(}mU$@t>(-&&jwSew zh}@8e9ADe*?d9U!juRk+dfmz6ej@mz(;?h?%NKlizt>+n5{IYa?AbOdO#}l5?!8O{ zDPVGc|4V0_Xmt0^O!MH$q-UXr81OQr$|(WB9)CdU{;rpP=M`gFXl=s)WQJbvL& z@o3PwI@=xYk2|D#7Gck(aV23Pm_+vQ7vyf(bQgFcKb*d^BcBKhud0m_@5BOEO|Hyw z)vF{Xz8xAl7g+I*RX-IS4Nu}(uC>H(5R=FAJ;)vaWv`>z|Meuk zdtBG2F+&?KI3CM$%;hw`REm3RBG2zgs-gei-~YcQFh*O7or>N~K`=Vmrub2=AE=La zzu(dpwf5qYVUfS;t)F^GeUryreTw!PUF?{^5MgsBsf)K@|AkZcN#rBn5 zzo4;)At~uDe)JMm&1ZH^((};iR^535UW~49O169mSsJLG*Kv-5y~dqvG!Au$FUNe8 z{s7>$emYEw%`Bks?b)#;J~8~&rom7iihxVrRs8SQH|NjUEuHjr#XoPJ=isq2TC49WF6Wti$R2S- z-FVGoOLnD!!~NQInR;+bA4>AlcKrUdeGPECsU4?hf;a5xoMME-p+FW8-%J_3b>260 zR5taz3g!G-c`t^_*-P){%t4HbziOiu1*s}tm0f}72T<&LD(9!&3#^0RZ8)e)knqy_ z^92fHn2)mX;0fmk$WbA5$&o1p0;%6U&alWtxz9XvmPX$w3ekIu)eLl2RUT;$n^J$T zSTH+Xy&UomO`T>CC)x;bDf6D7IZ+m|eQfQ8%3)WT+6@~?*zZbb3F=jEddrVGAXe?S zl{!_nYu%)wta;37SXTAOK>gu?pLuJq^VW~^a3#Kv*9Bt$X|Jf~9i00c97~bk(K~n8LwONryLCuE3pQ>dLd@_@S^tUg->u#fT5`R3} znt!L%?Q1xapL(j*ZP$c86=s#%w|c^q(*ifUp%a{;vn+h3QM%T#e*M~lBypmE5T++a z&)fKShES~O$!2Rs>XRo}{5Em4pna*|WT7lGgy}+Gx5Hee0`^o3iLabmf|W zbOoqyU!IjFg?cIN$l%(wrdN}vOk0&EM&WTwk9}L(i?x1u?5GNuJ8gjyBwjq3Wccg2 z;FiqLHih%&%}GxC`|uL2S|p{u8$Pa*A*3SB%acqCcBB{iFL1U}HYA0mZx6PomE+Yr zPL!;_ejA){#vd$(%wS7){Gr1=ufZZQ`_j$m05mu*GjZqZRg@pyw%wFw9I@W=5O;K- z#~&xC84}}#F+HK4Gp2}p&9){6_G4yh#^Gi<09kJC>Y`o(+QUO>!E|z?oz)h z%UIQ5wKYL(xNl7i8l@p8=8E_*SE5&Vc)zl*i6L2iQeG*C3V%?%;inqu$C?;U<-VD- zYBog)I=n80MSuAR2f7sYH(nvY$Fq{V()ZY`RiJ)Vqe2Q@ROGqseX#i~{TjV=vO6Yl zM+1Blw?06B{{b?a6Ob*qFM%hz?s1LR3Q=6_W-efgk6)V%T!IdqHRf_C>D2!9)0e)jw5IE{PCkH`*Rj{y+YQ9Fb^=zqFl=SAI;6>=)e9I z!z(_f&EaO)BdA|?G{hZZTsnkJx^3uZW3AGZ$5pG6nKLL!SrCKajXCP8hVyP_Nz>HeI(2s@H}DL z-&M}7Sghk^FBJj5zu?l56WjWc;6RwIwv!INJzI!Ik}VjaPd0Ynv>n0R-{jZQiPtDf zfQIU2eHsjJD-lbJi$Gs57mDxZ#o;SwW{bi%cY*AY0fFT!>4;Pq8zn9-j`wZIRX7mW zL3+LO^3Wc=41B71Hs3XAv1)RMH5xWrB$^OCwqRB#&X8mtwEpiactfQ(HXMESTU)mB zdUGxZi?Wx)L-S(S^$`!y%N=~B0lpmA%Ee3QXt(`b&L5_@q0;f|;dP#CLYlqa&y?0& zR>d^TnH$5Ezecw`@nQGYvUQ{bjR)Rb@}gc7UTuYp>RtUW@MyV6?!DCPnkK!;pxr`M zbQ3MBZf%n{b6y*q0E_5PA8cQl!<`OHY7Ap&`q+3Wcc%jW*hnK&;K4#vpym2@@+uaN z@`1s@j0aVrDg!Z1NfOOgsr?kBRWL!c6C}iv#MEDGXE@ zor3lfZ)tm971Fs&rT2*6#W9Ptng5_YH}|i#uDuZ3@bT{DRg1)ErKEM6D;H=aNc$6Y z1JQ{N#VgeA%RtF4nI&sfSLqyEmAk+7aV1&w`lntGR^z^+m|KVGLb*P!!J?*fdqnN} z46v>CLc{0kwYE02?_wc_Ss*1BVt>c_zlQk;ce26#-NOWU3}v4Lm0qKuE8Cmq1Z42{ z;uh===(wU+{Wa{Li>|@8c}feVf<`3AT1Js#9|J;rF4FF4BccRexo3iH?*V6~MA7!( zK2RM0rX*GDg-p)%)9Ww4hh2yHjcseW(GJFA#5#EzNRFSbu-$69*5R4~oYa-~#N2I| z4l&#^OAYwgr$`2QW>@T9YF367i=(R7JbBGOTCqCU|FM<3_nJP~zc|#|s#{mNMYln! z)aI{%a@o@>M5QH=_|tP@9M^bZTDkM-6&5FS{k`kAtDbF&^1LD&P914jYwM;5@c#2-kG3V?xucC=mk>5i3a_x&>ZzN=?xcwEq-Ng8%Xd~7b9pL@Y zP@C*jwLDNig?mX@E3ZM9WH%+!t$2cTSm4{U;;OAmiZ=x4xWV>K0dOzBRh+b>x=7ry z9n%x`_zM!pz6avTT}Uk)S)Zg>z9NRMi@S9su_HdGAC$^9Wmv3<(X#J4%gtA1RaV=* zb~*`TDv=@tq9M$bIR*V$d-C{;P~u8ckE{ z1a7sRU(=s9np~XVkrxD1T&-r3uUi89#`ZoQ7XN`B2=t~;59Gm}nkUi%)B%XhHg;SMIoFPYoQcw~ApLD_k4*oqbpA&g@sko{})9Jn3Ry>wfwclkcBj z36p#Tx2^NB`Ku>`!;G5$hudi61uF{4Vz*(r<3kF#IX8#{aD$ zx>)SikNIacPpu72Lio08A=5T2_;6bF4QZG^f;leUB5vy%*j}`q)$mRwUdhBpb6tK0 zsc=*#M?KYLO&7YUSS1ZTi7dM@J=r`!d0i%RX|2;?b~%IAmqB+$E!K?MyQoshI{TBY;~LMYCHR^jN1+iLKE4qkkf{9BU*DeMs$HdefM0JM5?IYSd~ugS?oI5bl0@ z1t&lD<;BzvqSVuyue07Wh9}p%l(?A+@ngb-r5)SSNxZ@;QH6slc&cox@#==}P~y)# z`;m_LKnfF3SwVg{jfc>h@a`~d^7Wi)S`m=$k@>-`6-UAD?A8pmroVm=Z{2o%^iBOi zm9Oh2w<1FLnt%kD-o@O#{tX?p8uq*OesT@4OLjCDbL2Ng0dp=wXbjgHy=z$Oq=mj5 zl8FvJ@48oXjm|Ifx{@mLGXag&n6e91&a8bQVy#m#NS_VChpwJ`Tk+Si%~ED-=SP~y zRaww}$>DL)T8E0#7j$}`q(H?UT{9Dddx$)eUG9fl#Bio~8x~wE?$bF^;_}$sbJxF) zwf<<3;$BQZmrmq~Eo=W(d%yk1ly2<9B8dLK@|>rf!I$LBQ%Z8?&5J4(GUmzSC)%;{ zaS(%JsaS|c*ZGf8sj~19bFTBR`p;=AVhW?c5kD2M3KBhwndqrz1^B}9Hxcs`=ol#Z zSF-I=ObnEat63#FdMaK%EPt0M6wPEp#r%SW_@jjBkH4O`Oz)^p{EHI!FUna?zW=Hf z{ZGm+XWB6WTl7?SuzV!p|sYBOKeUim6fT-X4SioX<}y`qA;?L=_VJIld3zK*6p(6B1q`N zP~z@8n3HLhEu2T|qBgj8p0&OA2;FThb ztD>oxP96xwE0(EBs5Yr8Du!N}SU3>2MRE3YmA8hEtRm@ruy~%foMPT;a*neemzRS^;;@G(|hdtdb=ON^Ktk^r7;uBFOUEra6lI=4j(dPdvXYQ&R2o>v^HuNrn7set&2t{xi9ac zIfv+-K5lQLFhD|$JhweHFCcFBa^2~sTBPy#bg_4;JbV*tzR+_u1ympS_(&}WL!MNj zqtUr!ILpu*SYn<6d41o!9aGa_l-PRJfI9=&?!H!wt-u^%dt6N?K<^!xF}D@#b!I`Q z^yt%H-nK?;GmXJhFHR%+M8=vuCYH!(ud&mFs5P=X_9AS9h%Iv7J8N`3#|~Ml^<=*> z#e7oI{A!B#3q^`zM@)j<*+I+bFw3B>9pGt2p7DG>2U=jDXR&}q2l=ubDkO|~L!}?J z^L=|2jP!&FY@d4VLC(2EaNw0A&|IiamB4}&9TwZe>|(=-l%0B9N_-qqwDgT7c>!Y- z9URlYQ^X#TDnue;^c<1auXMih`s;|aSET8hnJY5tF|O^~=Z?JvfTzB}tcE8=`d%`T z=|FwWhq*#NZ6k$7Gl{wAqppyPbr8 zTQ+(9rX=b2nT>;#M5F922ML?D;Ba)JIGn364reKd!|83p;SO)a;lA_Ya8J2$xWe@~ zTrLL=SIUONv9sWCsZ2OrBOMMGi9JyNeZ_3W;f`QDJVbCfEsTda#^W_V4oBF4CPz>gzJ&aFX;GZMD7(4v#U}k0mKA?ZVPdEN#P*IF_(};WlGQ083b( za2P)v#s^1N8iqe;O}T1C`u{om3BRof@B06?5NH2EiO}TmC*nnE*{G7}SL~7}!u)qF zad)k29OS zqkT~V=8&zW`XRP>g2sD)!YWw5%Q|E}vy{pb5F zSY5yWtlLOQe?#k%qQa{_tZu`<>+Yte!oDYFTPXIBD=JWzl57+$Md)XVpE7v{JyCu> z8^wRsWPiDFn(9vhJM0xPUW%34`caC8;`B%D6mMmz^11pjA-z=~ha+c~(fe%<48EY(_2(Pke=LC$!VJ6{+ z8-zQs64U>K1sm0$0@YX>vui9I{;)7Q^qU29+BGxVyV%d6Sev^k|4RfIt%34Sky`Y- zh#VzZgggGQnYI1RM$cTVg#vn3$~gZIHlCD!iqx;PSL|H8mOHXy z9!UR#gB<0bB5fl|2j8gp{Wg`ESnVpr{O8tM7Iq|2Ar+}>8|5b+iPZ_oovSt5QnFIl%vx6)j zqb_Fmu#0q-pEx5#Ek@N~&7Yr5Lm6R5!$viV5qF7Da}n7jXjO@%d$Pimmi(mz0csjb zVxBrP8?rWy;x-Mn%jEp^+on1=4U3pBK>B zmQJT`*+D}H{u&>-{d^xXdDxlzK&>7UQsTD4z6H3qRp^qc)I18#TBV0Fyz@Ha+>WNs zolBs#T0q=X#eoHzX3^96SFJ4v^Z?tY2R5(mTD;L}4)#*s_=d;|O&u6c! z(#gGR*Z;3_f2Z+E%|BAYH8}ofx!FIT*_^Syw-AkDPVzFy*{_zdBO2!%-AZZ4|J&v0 z2Z}Hf8!_}26EBtX6@Fs&EhfX?cPM)zTmyRMx0C`QMh=-F_Jo~q1Y zMNXa+v<#H?E7=w4U0ca&Y0xuJUcs{1oz6%4J;dBtDmkk67^B}Ku);_%?SMbiKL8V% zrfDwxzS$9o`o*M2_5HWp?)_;L%2?h}xtachGE&Ow&p7J33I#_&JU~Y!&f&89QRt5} zL+|kuHAScu@=19VQ4=h@RHF&}M13V10U8DDjub~sGNw837v*=ef1pgn)BCQY!)+yV zie3RV`htai`)=p|l=0$$-^_5h{=`)}c`Rn#e%FZ@Jwi{FA-(Cha*akXW4C7UE3EL; zR1B0iR=7aA{q{hb4pw#FXlPY$9 z;m=Px{!(aPY5K?jq);&5*?BDG|G8ZuK>*#HD9eiczDfS;FsA}{#O2IjXbkb>j&Z#B|4qIXf-4~@tZ5xox`PHVXZC7(O9@di&E zgx+1HkG>vDOAakZ^dptOa`H$hV_JX9m}3g`x~g9jv9m^$JX!|HW;6eS4Fb2&YX*i$1rtrnld_Jmcsvd?sPk7xnPJhb!3 z+wYaA)`+#cQ7R3tcslSICEFnFkCH8Ejh_@(A+dZ-nxlRCyBS`~ts=_@J)W1Ly{?B& z7Bd7Pc}}YNQGr%8!zh@}7f}yJ*H`J<6f@dFZTFA}Ga5-YE=Fwe=L7Ih!=d*OkAP~! zIaJ;Fg2z&F^ztfwf3MD`A$$P%DJ|H1+70lb&svq%D-lMID9?K8>7t7pL-}&DCjUSRP_@}{ z@6ON)q=N0b5qnCmqMy@YHC;7cNY_8j!B}dDcmLA^uQBkU)5=>x_lT;Tf7-A+S^q1--;(x&CBBJ(zybuJp_YfK5ghdF;Rq_ zcUV4Oz8r(SpBzy1Z|oT8do}>k|D@)2v%&+?FcDO21Pu z!l?sBf9_nNdvDG+_s#c%&%=vvxE{I#?s4tox1Dha)%g|frPPLfyv7Mqmqz{tDYeS- zT!&l_2I(x(IgDRR^B4v9m+Oa9z+l%c_A--1v_3ngWu0Od+NjE~w{N)_DhU05o#KCIjRIN1f9;)2)-IrK!q0DeAtV{a_xSN!iF0KAq# z{ZtTe`#ySn?}b^KRtVy8o@g`wT7zCEhj&jgKZT_DRr=Bn*>RgXJydl_!0TM20|>PF zmhrAjMKXrzv*xaf=+sPh3-d_pzx1xw!{=F$Nbm1Kii+Sj(!6jDDWvCxL6{s#!t zoQQ_4J{{PR+->SFWp>-Q0mH#nIzF+|PP6d}@;`J*i~;lZ26>8nsY>^N-X(IV!#x0O zv~E2sDOkS>=+=q(s+a?-fL`&}`m!@)R_DZeM}690wEmKiN0>l83f!hAs+n8|LTan@ z%wjs#LqF_M_)Qm|)@e^T&#U>GcqiC{nw`Zf|M=l+q5SThb*UC*JQH4lj2jgXZ&BRkwA)GwN0PhFk89HcCfP?9#@x zC7nBH11*;k5B@G3%wT)bJQ4+S3|H@l^75=AGIw~(+Sa|Qbe*%;D97{fqw7Ks2QHf3 zL2TCh0yZ(%q2$DOdfhXPfD>4ymwMz!xE(S^XK$$C))xkXYd^K^l3@xGdHsv6snZ92 z2-)}L(|)#pA&RSQdM4wxifDHfhA1|z*fEQ8Mv}oRkJXo=nRykFRkWWuL+vUe zHSPAg#TUuQ@R&y59Q7TPFrK8{*;Ip02p^`mp=$<`$|}7f{IXPGi2~wl44iQg2m(K^ zvU|e43Fw}^01xfDNMw(aGVu6^kyV=p8iv|h|VU_NhU+>Vc)KV4mBH$KD!wX_k6Gq>3h9Xa@O$=80nc%b; z1$s>~!K(dEEA71Y`td3x(ddsCxNxbcX5UBsK;j)lUuk9(lT?FFf4OIRIpaAPNv+cL z0?iZDUrQsgp32UbyF4M7$@UqqObGfpvPlq_J4@#oiNOF+w?I{30iyU=J$&~pvrPT(W1(iwCoAL8+s&{+P>i@1?2 zpcfvIjMuC{ZQ6eOqMlZO*zMaIW!V~kAl;*_zJEz%6;gk&hmX&hOcYJm;njB}00~EY zVsZFcjm}c$d+${>d0rR;(UEFO~^O21~z8u`>}J>r)TS ze3C)`J(H5p>b^Z(zhWAQi?P@!_0%uTm(>=4uNK#W-i(>}oi~A?@9f){dI4%T8U?ZiL47&$!h2uKa;?^`iXG`W?e7 z)-H;ar?QJbAMFxMW|p4!ML{823y*RUiV7@eFd;Sp#imudq@nncJX(9u>DpQwL|=;9 z>%N9)us($^rkS6oY-^F%z0_9OIHP|-x)_)AYr9?lig5^y#~?k8_%>8^tr8e+QbzaL z#3FcU-D_pmhEDz5@9Cpb2YU#sbi(6D?`4$z(Zyqrmu1=efm@1wv2*-2(ouhDoMQh1 z3)TLSo8%Jp2hzxL^oI))za__O>6f&drB%NY@mlt|?)Gp;CNF}%-igUW#+#z z0Z~+mTkm0zt}zyGy{}RM9FC%G0h{ikf^pm0{ra`&tt{ubMPi& zcYI`bD5eKkfBN%%#lJ$``!rjRu=l`?M-CpcDE$wlZFyW(G13hykoxpuo!myMQ0xtX z#6f05ju<7*RodDBIK@>u_57jhq;X$p(qdJ{)+zLGkK_2WktsNlQV~u$ z`vR3cp?71`O#2t4tM?D=jga~s7!Z4ElZZh=8)VEkTz>?&uj4yH=Yr7Q*g~5tJ_YDU z*L~-0Oo8yqX_Y<_8l@aNc?wzHdhXt0n+<1n&&?%mDMQhZZ)DC;WkS=;;+L-J>_3qB z+9-RP^h;MD*(?62w{k5+0WH>jxhBdmtVh>;{A~a<2iiIbl|BKSjm-)@_T9aoSBq^S z`A{L=l~{+mBqZXx-R~x% zXER35i(Sbl4IX5mj9JOf`eI~K-0yruy9)0{QVRCd19q|h*`@zue@ASaUX8|4!1+y^ ztGoxYFHi5b&GJF1_G+m^mf_Fj5?3>f%)5gwcs+gtiASuhFG`Oh0VB(9nj3>_d!3bz z;c#Ij1_HTh+vyMcItW3)e3QHPp=~Wxo}alzXN%D3$yNHE+5IPB+8i3MiMrFjk3h;_ ze<^<1lLQg5cN$SS5n0^VYh#EoL07)y{R+HUj4rBCYw^D6MJ|q!-m}^T=)%2V^=BMS z=ugw+f4{pxMon(ICfkcQ1@kA<)st#!ZT1x<5mvj@%cc4wGASS8JdWpQYE&V$L6VBU zR0o`Ta*OHOj%MVRCNdFh9)?u!-q&SA?~&R3ZOuI$>qs{;?(`<-O`_TQsZ%>9C`jbC z|NQ^m1+u`&sL4%#9x_fk&ASZ6`m56LA{{hH50C)XlUF{YC-6oauvmp6Kx3my*o%27sKptzdz{#k| zO)E^S4#cUCs{)WX5_IZ z3!IFa+_X=3#!;)vS}@=5c=XHrLgXUd^5rUP3*7YF94vk6K1x&SOfPwT8CkF~#dF=r zM-7!dZ=Y=~fMA-zZ6wzcq*yL1%isDp3eP_Vf~?_WH6xETS>R;U=%>fHH-K&)?|T`QInf~n`P3H z{Cxv{xwHL~3G)-++|PF)TILm6!ciDFQGSB>qU^yT<4LrwBT1xc`~S2HWRpUk*W}4X z)^M_#k;j@Wa58Fg(}&Oi3yrxSbX}x&s=bX)=t;=b7k#%_T&Y>>!Sfjl+I z^MkCUWKAIt7g=WHj+22L7gjOdmCW`V2!U+s$@Z3P^vITnJpIXYkUSB{+DKN3{~i}I z9&($bZ^PyL=2+H*`G=lQN~S0!74Wmsto|iDIdx9<@!&Y5To`8>!j(X20N<#kV;wxf zxf!%8RKRw-AA5Dzl|pbIlk-QxWN81KB|9?h1ACM!7(@Il0Vfh|a@<%I0-~0$_60se z(r*HCr7w7cOit>Y1OFpXX1n-^`F=Wth^PvDI-U*_LdUK&42A<|vX021b{7I%e7GnT z<9{A3>m$c=>j1=C45{vJEmF**w0OYfd;xVEl8_ruW3PFb# zcN-j#1NY`f&(ywdhO=FQ`Fs25;hr$ndh6wPimF^g7P!Ykknm`6ozKI5Md|!#3BH>Z zsPmq&qB<6jvsl_gaO)PrQ+Qynt@D9CA41kWchEi?1tsM}^0DqNz)>6TrdEI*){yTy zoGK;-bq~VMN?m!QXxFnanj1f+DC0f7SV5JB5*Ph^2nlxqiGQ`0S4@KJ`&swJpM}HO zLHjKdeIC$gx$CyZSu+^oExPW-HU?T@hW2dish~M45^6;FSPPQ8Z`gKsSHOEK;rnNw zmVv;N(L(oIm(~k;Lb_R?Ze=$=N4}f1x z7SV*+UoFUd^NGr(mT1^Gb!=C7e-VtxYjz}mNr&DSZZC3b?gLTTJ8Od8A1)=wN>p%M zh7i$rCPM@2a6UtJ7vI(Gurc4j^;aMkrPV2C&wg=dRB&~RsW=T01&L;P@WkCgP2(F= z7Wdvp3|c6tYlkgr$ux+3NIHoumAweJL@f898;aV}q0H<^Fmd$WVv#3uGwy?H0Y^c5 zf5??Yc?&31v>bYhy=+nNO6w8FfG$XmeqrX61IUvL{OD=78IFJOPTeL+1&ma}Y*j5| zigIJ+DH~_4Vc;}sSfb(jN9K$7Q+sO>_(r3RPYMi`y@E~ z2|5(Dwc)sV2y(S5{AEyS3zaELhk350fS$`wHHyz=un_C?L$9Y8+!aE1)ZWV_Kt-x# zY5?2^<9h8TG3E%&O+#i%sS`c;XPDmzd#8)cUa=dW`bY-{Z$ACCerPW&+)QkD7s6gy z$(eK3&Q=F2Th7H_^s2BsFWM1l;^E6J9;vt7dm-i6_#zG72f|YK5(MThz+*o!g?ll^`5py`iL?1D)jxIh+ zk_>Lz3ny8-#Aa-aq4I0T5i1D?P#>b*2r&Xr_>CB$9v8EB@e*93)d@YFG!*$iJLz!=xd=|-{bl3M~zW$yTGvpaaVoRqo+j- zp?3vLhcGwWAAEic_rn{N(wud#J0ar5RCOHHbD(RuL9;yRgHBbo z?BJO@fSg@MC~fkhQBL%+CNqh<=n|Kzgs-A1I(2LJ8C~gAEL8m*(>}300z7is!0#cJ z5AE+0syp#HKzB}~KroUY8aD5oP}-%2&g|(-d)~u_9&tp4T$f})idUyQ^0kG5L4EHC z7w6 zU)Fe7Auyjl`?2mjp$9$+o~h4g9|8i^W75mgA*hqj4S0Eb0DNvKAEg!Vf+I1@6=hfR zAU2?>&NC|+*f_pxxZ%@bP^eNIZ`y!bxnsU`#`K};saA&Q-A(A}vVK%Sh9|lum6Ox& zRSS)y3pT9MEuixK$vT^qM9{JdGW@wW98^XQj+YX=tDzw>_j^}WBSe+G5|H412^Q6t zY>tQy!iQt(nnpT(VDpg1XFXLXG|*MB*2**j`^54IJ>zOP&=9s;bSMQ}^C~~Z9qvOx zx8$u%R9>Q(Wqh--@C#&l{ijE`Qafz1itzUSHVusIyRW!!n}s*~1sq?#`Ury&&)9s`H9&e`SWA}IJ4VL0i36=@9_?L31nK+fW~8n+*Q5VUMSEnVUbnNoyGg$8lh zzQ{E0j1NPL2CworQN<#^1GxlkXZl!V+@JVDax4<5Y^12NP*a5Rh<69JZ{3O>vulnL zznno6BdO^@*vr^cE_)diyZDhu75!;^j^x$`H_?4d@5!fSDkF z?qEhAI9y;{7PWo>6YosbPnHbAj+D<<9#3C@P^gGtba@}lv2dRh7!O6?19fILuwIAo ztgy1?Haj4>Tzo2io`4btDi!7?;*i_Jo73}2kw~9HJ?Z$Y76G34EiB>HV<8~qoOg8U z16X%g=@S8Sa>Dph=O~r!Ni-)SZzy_VCkT95V3N!hfwKw4iKnOpfz$AbOl&z1Z1dc+ z>A~l1aCGVE_j8|Rft&pp@39&@tk24>-nQ@v9`C8hu+B>arbin5>Jshf_CB@;5933@ z{MzE|z9qsVNM-e!J&{ufDv1&!9zEVZyE|s4xFyQ+B8p``O^z{=VQIkV;HFrbE*Y zloSmU=XD0)%+SUPw}O5+eIjJ)onSBQyl5tJ;AIUQDok{{_B97`wK(>E9!-LPEB$Wu zEY;}7vFgXSca9?4lss>at`W4}_8cejZbb?XL#C%xYawZWoa6QjqtJD*XFtKrD+~?D zE;CY(xWKM7m2;Cumgr3C<_nK}BGD5Ywn4Xb8OVskya0QMhDw7b9)I{A0k7Rl8MV&m z!uz_ZE$3y5;gZV63nuLM(DmiGZkfRg@CJW?B*y9m0)cwLjSaWKxJr4X>S-i!NUBhrtURXQ-FE z!NsHQ8OQq`Fj|uPnjYB)J|aqN8zlyyFJf55uzLWSHfi#*98W}q=Hgk2>w0i<=#E*l zjXxY6UcPhqi7!0-{`%(8b>1NQPU&j(@HI54D*eUghA#n`%9#jI$a|uCHW_xQeC+kw z0%~b~Peu@Oa;3d{R0r`ml^B!>?1sfT7e|dNd%?{0A<;+<4~B2MtR!?~!DdlEIb`c@ zunm34);hNxo*Hn%{vW%c^;Xz^v+xWE4w4JX@V^Ure7pFgcRWX4Q{m=QoK>K{wPx6r zl28Y-SMrZ)@2!Lj@?#&A#}QC#-D5ZGdkR`7wpwXTwSoA+Luu~vB)GWnqkV^52<9y- zWpRB339b?3_jL$*Les#t%_fl#(9WX<{eoS!=%cF<<1XuVRMWjXbfZ@%%50WVIy2df zxKwhkOiyA#uO!^ZBt2u{G{=C(AYlu3=5+ax+0;laB-)>*ZMxS56FEkkwjS?>=rC4- zPC9m=E<()i023zibBb;@MSXy_RlSOp@d6sY9)^I+9uU|0^7adC``F2C@rH@B3_|#2 zh&4DOn9mDcFg1LNPCPcX;<(s__`AjjHpFxyU2*NCQ;$g~P0D?NpsI5o#n;lR=f2&8 z9;MmZTz=^S--pJCx4&G4o%sf@wv4-@UA4bBFZACU083_5en3G|(uw?TqoMwr3J3~0nzpG=qFWojPK4uV5uHz_9-0IygG#`ftv;xe>4=8HE=c$u7m$=k{`$ECM$A^a@ zg;Q{<%U)>Z2rhQJWth9;q4~*tC`7N1JfFyh^iLB4KRjw7Gtj^GG|w||OEz?4HSC4s zO3&P_dwYP(nLhhee-Cz>=-qDPjCo9gBQq2(eb81HrTsc885P_fe;A%8g?=>nF1mWV z!0oy51DscU;3~%jXYPzBNTd>`)z$Y7hbDlK`e!UkdK57~OpN`(VGqI-?eTcvha9*wjhosj0gG+=C zxS0L}w~f0MJkN;b4bU~fhM7-|p6*!GDtd+(*O59XJAY0CUl9gvZ>sWrY26^C&(Gmt zaWM>PyOrO5kc_}SJHfpv1`XKAyt+i0fR^qm+gj)squ{!43{Upeqh8VMF_GvNL^)fc z9ys&}9x4eJ#{0y8qEwL32!XK%YDOmP$K2{+z3|4GrPtk%_rlsU+qxTKPha43}XLyc1@I@!zN-hp@5<#JqA}P={54M%l)fdLq zLe%y-Euqtov2$9LIRxH|n5&{FMm9Dq&hll=FD;4B(CjW127>X%Fj&0%na$nQ6zzUu zkUN}WgH9XIm6?w1fMp}U)B;w_Zt=72^5xcojR*HpZE15s(O;>uC{+E>#{%)}C3YXQ zbW!DNd|Ux)!MjMdTAYIrm;F=jL_fFzj!uPf!C>U+sM6?>04Y|VTm%i{;AKT}&v-#J zG~X*HMADqN3pcf|J~dCrR(Gx!_Z%r)ksOU^sC}+F+$oj6YsF&Y=k0G-JG1t{tfgpog@G~>mQxL)p*w}9GF*iu zxmkrgNs=|4{M@$XgQE}a!M>?17=Fiiz)zqSoFCR#4jDcJW{R(&4yt{y_gsa?fzQ1_ zrwQMy0(#+4;s;W)N-y|IPYH|a_JY&%;Pv_!l91q!!mMTA{UGG_@luhFIml&DC*0Mx z2f{WEx-$MiAXt{IE4YMtp*=1piJJ~1V6o)FyT7vrLnQZHum6lU6wQ{mIR&kUt}Q9& zMLwTGH`hORbv`N#_9LGA_rMm|gwIiJk=+k1QVV|Jeh1;mM}LjfJVop+GOH$s$BM8~ zpD3qWbP&SjAM3M3-Un8Grow6AKp0d$SSZ-nj^0wzzMko=0$0H)`6mq6Br$8dmhbN0 z0Stbw6CI`PaQ6_OB-KI-WVP0cE**Lf-SXp2dzX`eb4xbcv`PSI^vsKdu;oMlvoBrs zjfE(+=9q~+a}_$vX(4_>v=A|u=5(Ly&P2v}y_6B_DHsar}qqyCXH- zpe`3sC-}4*HY)jD^N7qsXYXb*kJj6vMJuU=&fSP=v*`(k(X$6|&`_Tv zlDPypHfendvnhk`l2h}}&mO@?`Uv&)&Niqm!(xokI~5P|hbbxadQYRxwGpr1#dshe zYTkq?Ru6PiQ*H4?gcs@3y~tW_auy?vHvG+iftoMx2M=kbKi6Dl6K$w^+pcx$+XcUC;b{wzdCaFdb}&7 z#~015v$_hUZ>rRcOH4scTc&tUSPP`j;Frt!Myl}fep8Ri{2-Gy%ZkLJhD;{IzU%L^ zLdn9%dsQbb(ZzkK=JS5nkWQz-jlz&rOQcjR^ON?4K2kkdXi?Lyf?io%W;8+zmZ0R#xTsh&|v6%4;r*E3V727^>1zt3P84@l3Z=}9%7Lgzd! z-b?z6g28k)o%x$0dbDE^RL_2AJ3d-~w3qr9 zV&iJjw;lTZs;{e&X-&w5w3;VKSgUPJH?A1?LgU()$m2`p+emAe} zJaQir8kuar(B;D9{de{KB9CCmWqN`@p^ykM>N$5PWH7I&IgzqK4;|1;MuzJfR6S5n zSxCibSuj$Q`<@r*5`b!dNR1i>cq7m6Q47*vTu_jFGFV``mfg8U*^Vt2$z5RZy^T8z z^ovU43GZBB!{?HE=`1hU#PKmaGw?2KHc7wdDH#p4LY+&QlCkh*G?)-yAs+|d*%E44 zrQ$$&_*4JnxfE1Y9DH|orx^^YpGf#pbrW`;eZ8+;_9m34?6~ zp}oG9Q|*23h~cTgoW(NE1zEk(J9Cp@kFtr0)$iX~qvQp~&jwS*!VEWlFb!XQ$(7 zd-+?C{XOUAX}wzn&@vfr7dF2Qj;|`bRZN@{`?kYhMi#pI)bE(?CM~wVd_yiBFJp=B24InF8o5X<~iM76ayLZ@gLv z+pA$_iHym@}_~^)}!ChpqRH$Ljz8$I+6qDV0$gni2}(de9(+P(rDU zN@gl6HU^Tl2i_i4)2{Kl{lE+urZJ-La93A{Tfdt+9FZRv2t&s{}Gl zg+E9i=(Ah8dIor`c&45GRgm!Hq*TN)BP0{4eXE1l1wA0`TF+|dj(8|ap9J-uqJmqG zUP*Dep%aHTrXL!1LN7*k_0s*0LHuD)6xumuk%>hdl^=^P^hN$5z1?XJp|2sqee^lB zpY14-;O4gW0M z_#9M?J_Rt!J_rA_!8ewN1Hko>ujYpgZz#W(DU%ZH0iwa$t$#ncLRfrP<`Z@Y=*n#E zZP51y=dhhxEavpE?TM_l#H21t*=HECkJ_vCGNl|OHVS|9Gti1{iH1l z5)3+Wa@q=|D{@oa5-?ktB%d!oP~9Vz1F>n8@ucBoD7abuWyY!uVg(vA5)G@sqVoBC zoLL8~nSaF<;?e=98so>qB09kJ>k$TON(VGtt(#PM-vKWKuRNO;k3r8=j)erhQGx5; z&%USmJp!}8p58_$>>$4}pu$l9Ib7DRV^NxO2O-0;XOE(vkb(Uczmb7}D;Tzys2DQ3 zLbG}WeZs^R*qXBUq4qBoq|kE6@a%@Y5R;nXe2DoV^tr7$)PMLS(61fn)N2!iZ@Oug zUL-LvXg=gQR4fX=bx)6QhloOUTzLPU{$#ip?$Y_`kQeaTtHx=fDQrBi+@(=p0ZR>?DjV9{z-NwzF6K)cTjjX-Tgqhkw%)W$0g|8iizfbM)|6_$Jn(j}DtkXot1Wi109$tWFpN~#h)tkW8 zHP;)%xN%gv!vf9wJq!7q>42JU3y3w9xS$yg zf9}nKPtal@7nANDY@0tL$t`Pt>LA<0`+H1Zo1)iA;=AkbUO_+F%#w!m4dG{oN!<@{ zfL|uR1NgtXgG^XBd6$u&C)jS>(E29I2S%CGM3Ua+qXsL9q5vT?5ct*|d4kp#Mn{&) zZcX_@gSyLNSbG#0b@6R`I2i_?1@*rvR0KlL1$6Yr0bfXY+IzQ)%M*+D_xKwSZvmP= z94?HV(16ez#SRPp8qm>r>doQ?NmS+6xc0TbDOx|wEx8-nS|QGH77d0Qwuo{1tX>lz zW>o}3Wlo~a$|OOq16HMiwT)D`xDUx8ELJ2munDespApOPKLHi z1IZ&L4qzlR_4)LWCoqKF+nO%z3EFFn*FU#?Nd~4TliXeQFW~H_>Cij3Jiz1~Go8m< z9>CHU&3p7!kX)85!=}Hy&@1I@@Z>ZfY}ln?@9ZZ60*`0=9xR9e`^4Hh%?F~eL>025 zr%x2#>(8$55E28a&5aL5>@#3X<)XH!xF=kZ-+#5}S`(5}HPVo=F93zYz@u?Tuq%m= z(&**j&N_JMXD{b?>n*(b`K)hi>079wmKUTNc?->L7rk=n(;?#V9HnUWC#rUMAbOW0({(O^ z=!K;c-9B?~bSzx|{zn5hq-R#zW&G3{#m$%>n9tQkg8EDC8AS+H2+o8}Dt^_jnWnuekJ2{+#m#wyCXZ#->;!e)aI>C2nV+`N~dR6=n`b zAM3t1eL`@ddSC9_wGN0!P%Pn$co=d#uxF9BI25^k_9Y3H#v{G(L%S?=qmchc!N+pD zgAiKVN-iIA!0sE^+~uWBb3ly`EJ8H4)Fb`D8?Um&0aw{-2jQL<27sMa^$WT+43f$t}>>ocRLy6J0t&H*s(4_bK4fR+ldaHA6*x1w! zMv4LlVke?tkBhiQHMR_K4H~9>Z=L{$Ot|;vS*b>XxLZk9(tSUWb@spf%-J2b)3jDx z!uHN3?zju>yU8>$S^)#6(j%jo$f!V@d2mezWO)W-eAnvrZpF}4_*y; zjPb=Nqf>jL?j^f3hndF5A)D7gooezpm~A@~bWP_3G#B=K{#|tf z;(E@}itQBv?P>+1y+887;C*4ZW}OH0W!@DlSl@{5588dOTaybn{I&IzDzIfKo|^Ax z#l`tg>8D4ZbiRep_UarC5TmEA7S*`19Xm&ob zxqp$|?wFX3ssfKSyjzojO1@kiDh%mCnTAhUm8X1w{-v5$ zN;!mX*RJx!_QLd}KO%ZC0KxhF!UtY#$5vf8d+!z=%ZHg)jV>E*4WhG-YDzs(@vt>{ ziq6`+3|yX+x;-V8fx*3@uiq^j;NT_hs#qD1YB=rvw6Z9;3|eTIYDB4u;nW|?cmu!| zY2nLKvUdxtlQeh_({*iB(K@kUF#jcYzBLbGly_k{oY;YJvUHf|fI`g=o#w4QKo@+wgFU+f@;4*Gx~l3!c;7obQN1D)G=*lF~l$&h{hG5?|bDA?-!BK0VB6g*3ZInL(T*~xA~;CwgtLeZxRSW8vIYyZFjXysxpoG0SIlbKiN zUiE84w*ENaat0xO-CGOcr6uTI!)sL=REmbL22^SUmm#Z;)9S1Gb?}_4>1~|fbuSRlh6P)4Pz;c47 z8TcwWrCU^)5Z$AFwjL6%kVYeG)@7b_biTOs$p{Id%ba;? z-!R*awmw_PH@yfU`lA*@#|n|flTinx7LGl&OyPfJWRf^k>X;GLKCQ2gbhkHw)n2xc_%EG(FU zD~~q#mhDVNqnEDQBx9vEe|1{qk3~I7=StjrW2PG^cFgI#y3&OVZk&=bjp{_3`en$o zslDw;g?VvD*tRxwI+b%{#>e2^@o4_^g5R)_id*WCT;2@q+MmKBXA!n;DUj;VD*_y8y7h=!adhTEjc>pK4tQ_g}JizvpTy255H~fewyRSkU z1L8DimM%Vt!B)Ko+<=J~GW?EN6TMqH79M7&XuDa(g1n>q{){LoaO%CUxd3NS!dTdC zrqTDLLXl4*+iky*KF!l89==ZvKEf?W9d~Vjw=vSL7P9nUEGwSybc`7!yz-fNZ?i*8 zU{~A7gL=@lul;b99fXcu5lwHLux>3}*#jCgGv zgr6^*Zw0@5^8K4;TVW|@=8XV zH&97s^NZ7LYGsfrJ;$9FcE^%liY$;aG`F-#s$=s$5zG5@QXgVz+IP0lE~oKeHxuW1 ztOR&2eTUH+>df>9-Z1{-mv*-_c7JCNWs`h&2-wl|W}5Fwg`-bZX?s-C!P4Q7%Y0e} z2#!`YT{@TrX-Ap8WXiHZtD}~qWJ3lLyJRNYaLxqwbrw^-3bu!~)B@FqS6yI~t8`H| z&L8}L@o?;13V>|ezQ22K2a#b>TBCWaH5gFG4rvS7P`EV8B(eD(mL;bnd-3%5lgO1R zo#kOqKgHm|m{FA1SBma9Z#6ubp;Ryr=tX|{Nx9awj()4p6vb;eD5Ib02gP+(<=jTS zuar~gzCZo5PzDl?5{U}->X4`?*f*Q-8cFwCl?ev{;r}gVhv@QJ6 z(KF8{4vHqDSx&xp{T8X{;?l@3wcret9yH4DAexP2O*h=(V9P_U3npf~?IU1izty?L z#vatFv^MP~)A@j`eg6l)xj<+a47u-1{|aXRx=xI%rod!f<%Q?1X>blvzI{KP0XrEv zYd;ob!h@yu%p99+U>_4SAB|$fT(JcoFGfqWi+*m;o_;5!v~cd(p}oP#?$FiZuIrKL zS9Ni*cvB3TZ`^pjNGkz#FbD=bro$HemlgApm!7mBksmd3svaEh;-Jo!!JocRuH*dk zP-zszdaLoakLQBT1-mB-$BW?Qg&`)WEP>ha?+PQP@tDuX9YJn|-rl`s-7x5RR@20XvK+A7F;sN{5SUbijF1dP7?8m)bJ5xj@i zBOV1BsV}sReHs^7q^!PjFF2Z=Vv)-3Z0*z(V3A_3w;bSOWs%z4wDrKQVP;~I8_^VOrya1p zfNbTXHjj_Xu8tqHwD}Qm@+~@Qk;}K$^1A`W zhpM6}-{AB+=WsMnll5GuI2ibnTSgkOU~S?jn^oZZ@yDImbAjq)hb#LsTIi>s zPM>!h&4WoehwVPaxpxq>oiDu~u&_r0;OTB>NSp!>2^NwkjtCDbz* zC~dgvHH0E1T;<)g`&ZwuG$JM9C543^Nb8-?xDc{>3|hI-Vu4X1Sb>OGj+KLx3MhX) z95sSA$i2AdDDwvm&+K1My=Dw9dhdTA^dJF(L-M~}kE=u%xIbJ98Xg9YgAzB-KT(8r zeLuYVf5!q_iQ&G)zC0A#n!BL!Nf-quCFyL&?vVsPOcbscaDkm~49tf}bg1UGN5)>E z0B%~WK>3j!-|7UvtRCD6-p#z~rT?A|Rws||A6^3k-!b2M=Fw^YQP5y|F~|Py2h4nQ zk1qF3LUg>T^9(0mt$yL?&wYJyf{MsOdWj}>*MA6F^I$!VdhJ(~5Z*cOV)b8v=B7X7 zp0+6gtxq()DMgj5$6z|>n6LcPn~dzO@Q{y{0{tB7{YoD(gsjsaZdFR|MI!3f<6MJ- zh@a~#TOYPJwq;}w_vo8Kr1$sEx&^@r=ox*{ZIT-T?|%HhAA`FQg~vCukHVUlWj|irorF6>DwjvNJmAfP(-NJgx~l~`F`K`W zUg`{DYKu8r-!Hj3zAfa_^%MNPh&r<4(6^Az)p3Te+_|$M?_fN=l17oQZM8u5YxYZ5 z8@iK`)K@$*WTimEH+al4ub04yM!#|2gH514N>U8d8Abw~_b5l)Md3zSlU_sC3lv-X z*!}U*FEGtildlrw3ncd~$LgmXP(W62HT}Iopq)st{cU_1ZRW7PSW|(m^_lXBrt6PI zyvkhkUY{?*2}$=Gr=JGcZNdsfmB?FT8S&r2y%T*udhLG8a)HV|Pfo>u`VMq@Su?ML z#=vW8v^8CC0$Mlv+RnCMCnlMd#Y)Iz^$U9^iL1QYA%|?MYApuuo>?82y7?$>!l4Vr z|NY74^0;+%oH_RU;M)!FpmuFj0ZUq`-V5Ur+2QtGfrUim|_Kv zBVqA_?nlhV;o!8_Kd$1w!GVba+1?dK@5O~T^e8v8jTOOUcnGrBz^gIs2>JN&Fb;Oq6I zzWwTbRKjQ#o;?`wi2=h=Y?Ajk&)olV-oDJtzD|GJwv3}X<$Ot9!EvZ@zryD6aSRfw z8K$bI#^5!BPHvlrCF}s~ev(k&>KD!+(;5XbDQ1V9ObR(b0Y16~CJ|O5s#T|Jp0coY~t~|r? z14;tUba9<<11;;{#ozAQppb6PX|)Y)z(b%fp(`sN@U%mxlacx{N{;a7k}8Tq1wYFlrnC2guD8k38hh+6N2t%X`(x$`XARI+}xK&BZSF(E2gf%;_e440Jx+0P7n=}J5U*G}4R zTc6q?pA>pSw7(gq#ZqlEimsvKTf}sKe)fj;8r~7zg*xOsw3MM4X$p%Pm*XATB2k95 zLZQUf_u##$Z>byeskwrOS=>&9qr*kzmU$b8;ghFbqOp`2(xnT$EqNedoE0mO+ad7l z5&sWCyy`wpk#%^1QZAc3HT(D-PHn#KGrZwDyiPw~a@*=F+|pbSPfmXhGorx~W7B@C z1=`BK`wSPKJYsV`zNPBVe+6>9dFz)nOD|HNZz*8$NI7`42%% z4LnjRyI5S%C ziusZYV&rk66?*5n`u;zsW$UsICqVj7T^hwRD|&YVgt1%cv=I-%dMvkCI*Y~;BN~FL zwSf>myP_S?6juy8+>7j6So0s9{_m16H!1h^twj|qs)^gH zR{wv>bZ@$*E)pwK$vQk`W~EH>T*?MYSlhHPeRR@bdkB0>tBSkM*oj&r9`~Hs9S3cZgCgNKt1$MSG2aj0=`MpCvjolki?|xr*JDQk8`fDe*b(C za!hErS90_x#Bm#i)_LWCTlaSD%-{gUtr(8x_+uhi4ZBuLKeMGvd_MzTpe;!)so%=R zz*qhdf4tT>M6^B4le^yrLU)Jj*s!HU2968Eb=A?U1=^|OH-9uuqdnVz!^%ciH#ym*&_P_BV zI0hb$v3)G#Oke%Nj?<5M{z+ zzN^lMLtEmd*4j6$7N~@_?K%4fY;ASO-k;zoS$WXMGXQw6|Jf#N7X_g~4SNR4E@X0iQ*s@ao}x`*{npJ`g7i;)w`Y@Xg=6cO4cx{0seuV}eI^Hn#BMuP`{#b)V6 zqtOgp7}`FjXm1Ca^cwsT*n)xkADyX%wc}R5@CK!tl1md3h?>hj`=BJ%>fbyZ?)iK3 z=3=DMcKZ4lZyK6FrvmrJwywT^S876S>4$i* zOO(6zn!RE5{VWDu?MacWQu3RX2RGdgVBp3IqJ-!&znTmf7x#7KlR*C{B(*&M5YDY!V`K>V~78t(C}|?id*gE*O3WizS;We1&*Jf z#j9p-_^$6i^k)zUAmGi_bwfE1<@nz8SRay&%!a;L?Y1rfabnz~!!%-_gguOBE}T7E z^a|DvMf0ZBVLQ6jmNzT5Btd*E?HJ2mG7zB}Km=ZZ@~@CBmFtVapwgtv!2!F`{XVSD zs*l`+(w7+aCEdXI0jgVQy@iDz=SveftUCxqyC7W8sTjG)UbTRPmR)B z{M7iy;iqN;p4`(CqOtzV1R`<1@Ch4 z3UGYD4?tSI-b4CcC7R&UTl=`K2m+X}t#nUyAj7gFpGCtnz}2^aYTu+8=rfU*1AKr; zJwYja(ehg2rC0`<8d9)pL}iRmGpe4xhY+84pQz^Y&=VzUj+W|r5F%!QGy%dl1O^O= zQ$Ux6S0IHr0ER~w6#H-PENNYTitD-g4k@v%$BHfPZzypfYc%A=E0-c7+69Q%6;%3y zFUu-x0y8*B2V`Li*)kqG5H2(e$KP2E&q)lT{PjHL=G@d$YQ!|`7{p60M}Y7Hfq}zc z@$opK0?ot$yt~dlb-em`30d<_?cm#^Y*Kf)1|}}9X@-M%m=EH{!+e0bdSW;G&pC8r zx59U~u3ykcHPJ;@nMXeq(z`Ow|G*p>sWmcY>!m^o9(YAe!%<=uq!Az#BQRh|oB~n2 z0_2jF1DH`4@eESjQ=%3>xVAmJ91-C*Fo#F_pl`$WDadmIxTlJmOs3Yn`=Cz>v$JD1#bBgeJp4F1A1OFpd~zeA3|I`L(&-qpkg>aGc+MSv2*R_< z;MT9@oGK6_cwiWh&O$x^W&znD2ej}MDd@qYoPdcq1)K0tBPhm`h2Txh3A-g$#9nB`3b7^PNT>l0M0g(sGQ4jvmObqnJGG8W!dqHu0GK@0lu7%OCoXGx(w z1O{e_Q@}`6VC4_5zgg9*TFGCs^7;=R2~>jbUa(VYWqjp#2XQSpNKo;HZBFE6DkNb{ z^pA*^CU72zC8l8^F$?CZa1eebFi=gLg8!|+8I3+23$JY@D<8P>8{bCZzwJxU5f>xX zN-|D3%Uq06F(1K%HwYqPC3qm6n1+(XEZ9MSP@llS$_K4fVC8jJ`OHtVFI$QI8JP(1n-<=Lrz5{NevS1^5OMOj61D zW`Wup*-BR4M_&1lyZH4Oy&$fJQpCk*J8>;Yn8&HuhhV~E1Q9h6JfKBP!!^V#_+JqI z?m-C|~!9 zT|!u9&ZAH9Z}R}l6DgQB%Y(7cw$y*;qhafTH$O8L+(DZvweKo2frn>W#6spTf^znm z`+oyUQN+l0JN^zo)XfwmZ_X75JX`@U4hp3}%EjaQdvr5F^THmE8o?;2;@N5-u^xM< zW~Ax;?dzeYaJXDw>&6O>rz588Uks-1{ zk%w>CZ6srF5upF9npai1Kx))lY`GIQOX||^Rn;&{K-O_R$4>Wofpzrhr+GHfp!6;J zc5i3^L@sUWF(`3{UF8(1Z9PVS&W}7A%;`idxk)URkL}@`V2*h&ITV3;fwno{d_HJ; zDBQEjEr8V5d1l&_IQU{kou*9p61LCt@dL+0C_T9}`z+uxoLk(GP(7K0EuwV2a;4@a zYPqmzb6(LOo_EAQdlVZBX2rt=U&CI5qWrewG?Jk(O3(i56t^o}oYgB)_-+JMj~E{5 z%PPUO+ub^3tKXSusX#*0CfxyjeIL1Qje00p*nJ2%w}d@&?0?n4a$g{v3c4-Le9IAh zE?zsB_(%_Q{M=shj>|#vP-dC=g#%DLeLkc}APACjHX9hb>w`?D`SEX$9nrbI%fcaQ z4rq-}+u!F>4oKU;zOuF403DTxP0UqLMp-6JWYMS#LTCd`8l?SVLATVQ*hxSKJq(=e z(`gn&AFo-*U43~T$XvSXa@FLZj(Q)pmysN}KQN2D*d_!L<;@mK#oNH+t=JB&+IbR* zZ7X}6#s`w3CeMb(@_rJ(Ro)Su7g;2s3vTF|a07+)hPcmCTODO$H}|ZfVIAcI6?d|7 z`_*g;b3FBUu0Sy5z{qKbZjQ$kUE3Qc*&Q`0!~!&n%9P3Lw`wUe3MOybOc|n3|lKtaGd$>ezzByab03OyNeci?A_c<|2kiqJW?^R18cF=(3fHCSu76Q&f9I{y$N#cutg!F-^H#9U9;YI@ND zovCW-;u4brg@;|?zsqglIqeDis*@J5efVN>_vJgFTYbO4l35u#?M657!XoK$$C&+= zYyMc2EPrD^+0Pt|g?M);kK01ZU-MULM_l3Wg5*)L&5z)%p=Zx`&O6|>#$@=@*hLWR zO|BbyBm`;(NQftPjwF8K!8HecLo7U3uA(Je6%|JcUrHkDLZ%kQJnhdT*ve8c&YX51 zu#99R#I6lCw|e%K&&k2bdmH)IYYRXNZIn4#MxdC)E*)6-E)|P6y6*L|cg_G5nQxz& zvNQlGZQZa(LB_ECpdfE;zXrTm`zysO`4n7oY}ex&+z0L|n?`&MY2l&QV&39xGG+h% zb=6fj4Iri9o?e5IB6@sHTd_`48J#aRo!S|C8LcmjC+})m zVnQ7ouWC+Rn4(-su9gkvH7Ch!qb}I%Er_TW_ZHHPuwfxND((|A9N>Ae>UH{FZV-GQ zwZ+qV6Y!6-v6d_UBppyubv0G*B28Zz)>OV$NRpQi5?`}nx;S+5#!X&@9MV(8lZLZm zL6l14S^gQF5K3D8Vy9nM1f`Cj+o$oJ$#Y75;hzM>5;Mx$kb=`M6ErA_;e4e}oWxfq zN!DOf>Z9Pzkbh|1o9A0ANxTEw-)>Kg$7Z?w1r57wkmQt}T>B#vzWy5Y$l?iuS)S;| zuiKm;;LV>n*}B`1q-OC`Y4$9%?!}4Q^0UJ-ac?lhi94DgZsuj;&V-TOIB$#aE%P=R zgfnpBE>ysY`~43b+|{F}mcf0`6bH919}eyzv47xx3T@YMY%3DjX8eR>TlX)HZTFjc zwkGZyz~Y?9rgyHTq=@5|G*Vu{h}Y@xH|8I4(9xx*Cs9LA0L4P}iUdAi2pzIj)Dp4< zE#`N7;ybj!;68U?>Pu;O_GOdjAMRstc$;I|7N=p--B;^|nJoKAB72uyyvL)_cot{s zl&u#CF%RGJ3k(AtAxE)-QZG=w({Xd5>oLf>@MZs9cMCdFTLz9tu)%S6`Zar`YDmCx zDd!y-Te=e3Iw7S{ge`$7Ki+LDlna^h2M#gKMZwcfYtEam++bIxdwtUdW6*A2-@QFh z5t>qvr|l|rMM}@t=&Ex%p~K=b*_p)#DDNe0#VnH&I^0k|{uVMOfCTrs zmDUt9BAXzW8kTln(s>t#F~d?5(#OAL)gSIkBf5C?{2@OjNdCKafp5D!e4bd?&{-t} z_Mg40NFTStAzwLEC-R%buXQ^wCA*Wvcb3`A7K=P_uN$YzDW52ghjKW2U1R+Xfa8W`A;{{xmcp+Ss z@Ds$H{@~3raUXew6L)(pPTb?(IB^FU;lw?(2`BE2V>ofIuf&PldKkyH%`P0<@AYwP zGZEPC$oPkCvKKJ0;ouG+z%8PUgZsS$4sOHL4L$E|RUxM5I*DyB6R4Uh*?t*c4{hOl zOwVRKK|5kL{M=KWfbNEJDR)jgg2ATG42?4(5YJj*5&zi-*8UjtSbF9Ny=LzBJ=coE ziKyWV^Iv|D{06hl*~t$lNIr~0>wamyLJnq(k{%*~aPsP3?L0ZmrA#o7Dc}nRLCU(z zH^{CKC>@FA)0jZvSj`T$uH$esUhhh=zzpfqLrR41uL+WrLn!Cerf8&MMD54B!v!qm zybPtfLgA{8pWpo_K46km>0(yw0GB^%u^JffNglvhVC}(8Ai7d+)v#Jp9mHE4oVu3~&CJ+B|U<0`4pZ z?4_HcJg<0o`hi$IrO3kM&h7jfib6u^8?2=SX}7`bO-GH<;{spNFuD5(UZebh$# z=~c;$(=F$by!nU1&({S|A94v4ctofFHPQ1%7whMy>`8#9BkXxD09}Aa{aMW z>P&*w$|TwA6uWO4%X*E!6Yr>cBp$?59P*adS3wbJ1)4% zz(pwT5<+on+vBQaV;inY;_@(6f{7Au0bG>K{J}+u_#!S!yp3>CLbnbVCCB=3QF8Y+ zPTUQ`49mnV_m8+S-i{!6`^_?MlXIbqAZ}TLxJT1*;$GW|6Zg0w4(|1WBg^0xEylo& zVLOHi$M$b49NYT|Y%>tp4na7!mrmo@p7;J1d-TH>IPv?Yv+t50{N|l*PbFtnLG^jz zrv~O&srH||v5Aj@O#-e(HuFS?IneRGpV|wQXj%qxJk5aWxPFuVuqrT~d_SP%+kozN z%PH<*JPm5f?F@{8nNa-c!{CSUWcMT3{eZ8QU%vED*CL?I*-{Py2T6K9DB!9Ve;2RpDFkclVW zm0s8+k>zk0F*Sx;+C_|T;3DYdUSd1{_y|;23Hk}or9+W5`SBY*JybpHcDvXk5RJNO z$_74qfjr(;XKAUqqm=vmQ;XkXyE3tVd37^F6&>pMMh@5J5kdQnDmdsEwjg`yklJbo zE41EyY3I7Jqp&wAN7ok%Bg=Dac77po1w3;U_o~IJfcervDR$M9*v5z_eaxA50#(58 z%gN%@a8gELOvbv8B6I7zDJ7S4tX0E0DRsfW)}FrK zN*T1_W}iFHRY;-JcKbc46G@p3IwrZp%z<)&;n<9Gpw`MHp?Tl3Zi`<7Dphq9iQ8fd z8kR$b^cr z9(mZhgm;rk`|)n_kOJOKrV`zxG0{y*65V7k-c6F>Jkd_p5$&YJZCr8d%HoQ9#sF8` z&4l7^zKJVtDnfB9)ZmKS{Wh++x0>RL8*Ro#Nr1rmWl>Vgh>H?KFt5C9}Oaai1B)iCfhkCvG5!n__|!cZMuZ+;-YHai_h)iF@)3PTZUX zw&!2s*na&F+hh#f)daYM32^^X$H6@rgM-_J0QU<5+&kMJ^xJ<`$S6u+J1w#PyrU$m%=?NR{q zbrP{;h9^i-#kDpyWpCNi6@jVc^mGSvxW^viSP^%n7iF9-iFA<2Vb+@sh0}$r*;GDn|ux;suw_&%Afcjzeq7iB~_)$Sx+;ec2^ed9Kht;T) zq@~A}SW)|q)Y@Iq#^{hrx}^Z=b%q5Ls`~Y}PLfI}NmLzM%XgGf?hSBva0gSRQp7mD zXjHH(2)n!bkzcBo6oI?1Hy?YvD!114Hx%k)Y$AQWJY?%`KbXJU9`0J60dbu?&x#CU z!O$(ra_{d5=uVb4kymwrfb}8lGF5jWfT}uY_MRNv``p}hONS3kZ*}YZb4t1ir-ZH( zcS^PpPRVt`DX}A*l3v^?A;WXRDhVd65<%Ta^MBps4Kci%RKAFJll`0VZqi!|?+o(e#R=~wWiH{}Wa$z0xBmq9AamQY;I5g(1$RdyF1Vw&{}bHgV6Yg#758gG zaTgPc`!u1rZzkR3{U=J2UWF}-5{*5$DCrNwMG2`A7bR|waZ&PX8!k%T6QZQ?5-v*Q zFyj8l+qZ2J?~wjr=>N?`l0$ygtGwEZ=*-&u5qvF$eUbp25NV%#696pgPq zPLTc6k|-J(GC%0?*E83o zI?%B1QP%fqil@wWcDQpDebg{*F)iJJu6T<*U-$V8#6PguXKgG2hvQ>d*D{L0ZsYGv zUE16*7(S=*os}8}?sIW(@8}~vuiq`MOX7F8+y3y|1>8@P)=c6Q>jHdP{fqImg-5`l)|xQo)d>jD_4>R zUP0zl*rn1<=~Q${xfMEMr10lTZ~)4>=DDz_@Eo~iJ@Wfd?uycBbwjl$Ops{909S#K z3NkOXzGB=fh-`;b9O!MBkr-hE?#jSzK*+#tKzhOkTC~!fik@>M&_qwgLZA z<2Ini0o*E4;KZ$x#TeWwxvY*`C4D8hRYGNiTP1a}xK(oTQvR}2qC3zoY{?Y($6Y08Q#?%(UpmlgNHAY5@z zyuuZ?)N@>M8&Yt^eZCl1+-I3omj(BdF)p}!Rz!(2E=tt@i4roVN*W1Ol1`|SUP6_K zZoyT_#g1>wqGSglO3uXL#632T6SwaloVaxe;+`RhJDDKv2!gm%KFlrib}Yf$jz`#* z$p64S7=?p-Z3qtTz5fGl<^KWqBmYOs*gi^No5^<8ocf(55{Nl8)1D)NnwQ)k1(oW+ zerbtBsgSD>n9db_bMqBw{=V_U9&<_Td8w~PTm?I^E07Pl=}0IQXf?WRMRz}v7V9f! zv*@Ma(w#%cZaA+4#dPM3l=_2c;FGKQ;KkjD@v_%n!96=s%%xM^HR>Ic9^Ko{eG?a6QUTsJr=_%Q3YNA*YwPqmA zfwfVjMiuVFpm}dslHk_0fq(4uN$N*cKAaPkBNhE{UEd_Nk3?9&>h8zKK43CX!lYym z+Zkz4dh~(*44pOvTo$+GNx2N^N{-v-OO?Q`;)-PX;0f5CnyziVc?U>$U3U}RHBY*G zLd&6mtD6Lb#eLHkx46Bo;ug0!VR26p7Iy<-aeLzyHx`IYc-(skk6T#_w*f1da2rr( z9Jc{2dT|?YP7${O6T5I5F!Bd(1IAy%Z9t@k+kkD_xKrZD$+Ya06cA2HY#i>Ch|m9X zO33oCfAarYCDlH-RpNdVw@SXZoL}xHBW#?PyUFM+N0z%ulWDx0WDLZ+$-iBAH+jw* z?%N*u~BJfBG_ zF%GkjlJh1>IdLUR$(WM5G!l*T*E}PU#%DKEjwq4t-!nEmbIzQSe(LN&#~mh=zT<5# zWxw5}JUhVM7%vpAM44p&E9KfHNC|IHzRR1#LU~}XLjU{uL@_Z*dRiU;57y%_Ox;>n zC0ao#wY&K1m&+H*)=!mN_kC@r>`paLNP5^p*|p_#xarG0$_`c*xn{o*%7zBBBo#Yb zN`WxPJfG54O2Re#{!NNGe*Z>G4!?hsavi^a!?*{(f3uSszkQ>J-@YMJG>H2*GQ|Cx zmrfF1O=O$$N3!DS6+HJ0)88ai>I%=qCIA;@xDL64p(Uv34?+XeU1t?c@Pl zyqi2ubdyZMcsD6Qbdy21am9U(P~63GxZ)0ai!1IjLUB(I;DY-FA-H7-!OcMk?(?F) z^5lQ2BpczXWIv%wObJzDxvEP3|3yg&AxicU#C>xDC+--6xHSplUbu!6cfHF0$(0wY}?!bZ6^T^;JZF6yRYmSNG!^131WDR?DN{Yn`AA}BE4=^!sffkM(yeTs9EfG zO=3QQGG(8E1yppIy-Xi#d>cqMA})kaBouZwNuJ1#LlF7!evLt1v5$ciMGX7sw(el!yv@*k-zL^S~7zj6{U zRe>Gbj@Usu?72jqFOjdY732Ma-@N(mRJ@Wa? zcaWm#-}A>Q6x~10TUx7Dhz8iM$CmYEBAdb=t+mC8Xf$K-^(Gz-FizWDYJcJ-FhrdQ zh~s+(T5ImzH@{{N+&A}EhLJPS5A%;QIeBK_xp^t>@0DQC_jrE5c*F-w(z-Hm_nSMg zpN1f0dKFt#%Epr>WvyjQgF?vMyOX@0(O^dKFvpe3~tK2 ze*Q{+fzruOr4sV3l$1-6r4Ab&B(XVMzw4yYNBa1LF-1+co%C0dyXmrpM-=6%boV{U zo23-h*o+Ld7Zh&`izy%gp%d=^V*yeBy0;CCD%tF5nC%YN{|u^kqZf*e1hPS&uK}VkV z0h;lKrcirV#J$`5iqaKl^g%LKpH|^9+9|cyxz+7H3jb1C{|2+-KbwF0d3{6<8cPdP zS~+&1xfxl%A|)$S9j|2*@ar;ivp#7su1U6p)&jczs%_4o`1kp+DV;Nfd3GgMJJ>;Z zei(m;@I#>C$@{?(VhB0bVjr1zokcfmX?B&?sKZ(Qt+}*yj))hjdOKP9qM)5SvSaid zu%1pvIQGOtI8gNBXPl}Vxcz-MyG0$#z_2^;z5M98|HsvthGW$QY@4LWkWeWyE2&gc z#`cm(nT5+|+J;!xl z_j#Rb-+O^W1uTE&wQs=VHbpQ3KLp@0yE;Dc*A}2-WFkUyCWvy^)|qS4FG2u=aD36< ziffd6HWD^Ht@i_+jbCo;zUcyT3^a9Qwnzhx7d*Rb4+eq`>oU#VzZ_vq?C~d7#?CN| zPph1pqL?NOHhpD0C;|l7zM7`cS%db#XddeOc3?a^(DAv4B}lXi%E6B+ABP(a`?tH_ z2?94B(!~UC@PNG@R6(VYme7qSAS|O*4fJw*|GRa?9(?!K{3)kl55ng3Zbg(@0H*iT zBeNB{z%-=BCmepq4w=|rlW?<#9BplHDy5Bq^eekXjvt!9)@6`QQAhx|9TRf+aaS4k zy}E1Pa9abGEtug_yewy7+4O#%C%h+NT!$HUU}rgTC^SV)VqOgBBpQ7;{VV`ouoHdt zRJ)*8MME2&@{QoW?1X3Yu!2@K?!+Yh9bg}%|LUc>4N%MUDk=!k0-bG7KXFYfV?Eyf zfl|M!iLdOyQNF1F>so^M#($(>t6K#Pwbcx;`9s_Xwp_QkP4GE1T{kpOAy^L;#Kr%K zC%zjcX4lkQ|L;Rm8U4{jMZ^`@AIuMVudV`iFzi%=0}o*&VbXVup%wHBFG=hCeo86c zS%F-pN8mBv-qAvnW+3a%^5B|vIlx7L#aHz#a8?5qx9K1%?y!7R+)6d5xVIi&EACqG zkL+z`)Y~|iI*f{&hAi$WGTc5XDBSI2xOEFrxFdbm!tDh%li4o#gR(sogR*TzX8X-! zT6ax<%9RMXjfSDU9OX@o_FY!b<6)6pXWVd68jKD4Bi~VjCxTBKal*;72#DWu%eBcV z00Y;UWW`o9fS3fGfowt?7& z9k3{{<;tdlq-1sHRvPw?1M2!0%n)0)&w0kNWk!cUaK0gdovkLo@VD5T8d z>uY})?yX7xNJ|?DL=EpcZT;;66Fyi(3X0!`H7^f01RhF++RUmcZ_RGP#K2^n>NXJw z#X*^c;#FsOfu@jdbovLjfsSQI-t2cQ?Nvm>2Z8fYx%!&V^S0xFf0AeOSg9!xjcAdp z`fUP?MO*8~nRS6Z-C-C06K6p;BkNXU%DWps&6souH#-qC^*^My-8 zXld*0kx6L<&+~-~g}2rN<75OSsThJ1>dOd9LQ4>oxyaaT8@;x;6UyNS%U8=38JGTWnMw)d@P z8*he!Vkq2AWVqeQaF>wb&K#3@E96=R*k0RzeSJ9`$er)gvU80A-J^0He)3hoLg=cD z0aqWSI>jEs{H)s5Y-K>5}5S*#uQ>7VY9`&Uf4v|7CRLd8SC2GXx4Qtmtev;x-; zNH>9@z}8{j3&=J0LfF-CVkSJ1Y72i?gaXP|~%-CR{) z0jJM5>++hG!{A_k-@h*sfZcN{t)dI}z`or}kstU=!PTcSsZEl(pwGcHd&|g=B51en56{aPC)ZwW-IlUyx3#aWhGjPgV4QBlw1Q*0XJL75mmGI$s zc=1wEs#;eB%r3dApl!Mf#2!|OQeWW!%HP{E7>(H}uS0J5c<;9{v|+e3Yq`}Njy>hw zZ>J*$wx~unI)2dy{zE3y4FZN>jM3^lYt?yBtt8EHy)%~h$O;sH%A^zW(RY3;S|<~6 zs_n_x{dd@M>Ej)-j1!naCU<3$=iMe^h?Q>ezU>In`T3*bxAGBU6MyLLOrC-NJ|vry z!kaIN*8`2AMV;K;Y2c-5vz?IHQ;;K@BapPaA6&W4Uo^x#47|TowtD3~2U(38v^uq& zKp~82c6(zTc;dRfYok&T*cF6`+w3JGZbuRG00s(hi?Sf#P9=d`n*{C%1l%~dL=yKb zN!(9JDlsCd#O@-6N+?jGK|)C|2_-%xl+^7*Q1T2%P*Ouei3eHSlQO8d@2wR#rMLOW z-Zok9ZTuO~C5w9(S=^_{;!Y)tdzuV)j{*w!COt~HDcSy7g0kH~X4_H^W!rj(_Id7W()(heI1G0R9=8R zV?)qwobsl{XP%EMJsZI3$f{jM-X$Pks(tfM$^^JIo;g?aBM`n_j%ngJkp#tlH(gxa z5eE#U=SG5jYr)phml2ICb%62O;aeF})xghhqQ|tR1QcSlvroh_!1nu5-MCr6V|df+ zh_iWaB#g`??BhXn{RXs40;ZbzW;WCiC_DzUp#TF!2_5{2Zx(HnVm_0B&pap7uEq~dh$pMa+ezn^k zE@1*$wBg$qnlO`tJq7hyqeSFMO=IbeUkQ3P?rV&llXFD#@vnaiwvQ77 zS@E+0;m-;ETQa-ms#^d1kkmzRoTg5#fVyukUMq`>g&f;_UAHIQg0d!&@f@Owz+83V zQB}YL@W#L-IR9%MaQ`jQWk9)ok@BEO`wg|~ zdT}#JqvG!ELd6}Ojf&fW4;A;DZdBZMzff_Dk;UyuW;=k)Hr)y(+c+iMe}AEHOOxSV z7(wA)3PRz&K!)3&40n&jwGA7;rvh;y4Z*wKW|W)MxeqY?y#;&HDOd5t#>1@Os7;D> zu26F9O|F?q0$9ACk!q`&2A=J{1fOywg9>77j{12Fh+`ZX#Cwbyz;B)Y2Ky)n_-ou- zVMHnymY44{(bvj`LPe)vv>!`@M#ov`_g3n|xvebPbayGQdvD&y|1l2-VW~5J2cq3U zJ@u{fXCH1uVZIxG%=~0Q=p~DsF!vyEuXYZj;1h7{`~8 z=`buhAZ@@%x)*yt|0??UbPpySpxb(w>Jj#>lY8{C^Q|DFULvg{W=j=OG=5>OW1xZv z6`(R2$_=K;>eWXq$xSxfK17= zZe&U}RIHm495j=vq<~ZRe+CS_BOeXRWkr29H=9e%C(j3PSE~ zEN>VO1w+vVs&SHm!1;dvibbdkFh0eo7yXiQk*4V0N#;OLQ0&kC;i~U#VDlndaEt#< zpgij4-hDg}OiqWL;SV-|rMV-Gxv`FLPBRcUPV=*dCv+lIgm3FXmA9?j3Xbl;@yen3 zO9?08OM@McT82%bQslEhSY%DHy{mYd=_cI5u^ceNZlB_t^uV;4an(_R7sXDQYDp5NR=$SK&qs` z5vdX{aimJN3?Wrg^u=u5l#IVerbOj1T9XzUXidJVMQc*X4y{S{^)-p#hS39PPTpif zb22?Jd3{ZWkZba>8zOFd4Mg1Dfrz*Tt{~!`9YVytLktnO`g=s&n9=k)a0`&YtwTb| zR5*eXeMbtE;1nu(NK%OxNhQVqAC+tm@?3|KA0(9Yug0$zxBc&^_2T|+hl<--5f!(H z0xIq;w@`7vk3+?MYUAPc-p(a^n_GcV4_^!STX7U_I~;|(pA5G?8Sd686z)T0xC3To`hz&va|jise4NscXtW8{(I6$$liUH`7YlMHiO4}U5`j>(SsSo%Xi;}lcMgBSzwmu-;~IH(;~Sh@1Zq$h#sxUOKoUPvY$n3^7bpVCS%DpnMZ?wyXiIp?%R13;KnJ$T|yFf z0ZH7#BylH^#Ep~0{fs2;+YJaxhRYC?^G)Bc;Ll(E}NmSg`TBx{P8c=a7kj1S^7PrVE%C_7AlJCNZviwzwB4!Z!=ZNtK?!EcDb>4;tCLo|?T|I%)}f0>~2 zwYTW?{6bLG7A$vmy~L>Gx5};XOksfw_uGW+$1u6WBRvAkeb~d+nvpT{Ov3+XYtgrR z<`~2AO{cpR!?C7Vo?fcEL6}O#ciYA=H*EDMw}?D{%mu>!$7J*8Mr&ddad3p*#Egi2 zyL0UIzVrWmlZ;7^vDOevSi+4{A%#m_SV{HAkvA)iM7huJySV6E!nAX5#my~WiOcmz zMk(^Iy%1@ zJdKWT{-Wa>oERa`Z&Jzgn>!51ao=}EjyrEFa@>YrkmG*Oh#dD(QKYzgNyS}3D(*+d zNO6mOLmIHL8EL=<1Ec}@Aku(=k!uuhaBMBw(B$U*XP_m0G?o(N)xVg#VK0y|@ zH(A`bJWy}5sH5KA+FXpU7k49B+?g#X+#=smxG#yLa0im%zE_UIUG^Jg`z@L6<7Bog z$ZS(l>3#ctP5`5lGq`#$??W@yyV<`%>1*fkN4Gn^-bnfT{>#qMAC&WWZpyrv8l;@N zx5?vqA1Ht0m^PP>pQH**-!ba-;{Tqzk6CS(i(tA9Ri-_}uk)$EO-!?b6T?Mt&u3qT zLXCWQ{J6+d@k{z}p<`8iR==8}L+j=;Dfbl=D`^YdJKYN0oTct-xi^FNhZEdXsVYHn zY=h3-vV7p3A;KTIKN)EJ{xa67m=9gpb>8XL z9kDFj5(sH0&9;SZbb$+RX@qG#B;e=$i8s7(a}Yl47VM!)xgOMJQ884&nw07PT;PY6V2(cEaiCFa{*VF{>eT`V=Lv1 zvn1UMPkvYdeg-W!*~a96P4_gva`4B4N6+8r_I%2LX+9%x*q{ZTpLlzEVW}BryvhYp z=2h@k^4mF8x*QnY^nT25@EXi>aiM+j+6yXcW-#QO@q-~HdJU0j0nl&5{!2enT>!@& z|HA5Y$^?tqe2l|96{r2dkae6@Ku_feG2|!5z-> zfWzDQ)RS%nkTnw%L|rNYz_Z*Nk0ivt|G_~Cd{n>OI`^NDIUpj=G-HTQmK0qzIe8f={7gRG(G&hprzcNQS` zBmVcLHXU%7tI_sa09CRnLU=TeVy{EUbeBA_mulYI}|+5 zH{z5xO@9ks9yi}Sw;BjLRvZfkZaafN-vl#{Y`*|jWv<&+pT7n# zn*ZP~#m(OlU)=w^`J!F$ReBWbI6ZTH!F9x1J2VO2$yW^`ahHzHDr(v<%8|afvD>K^r;I?wt?3yD#d9F#Z4~ZxlXH>K zNE~UWaDaUr$Qq&ck(vSs+zTLyQPacBrijS7eUv~kMQM0JawvWNc ziH6~$&pW{7H~b!Q7hAw2S=`sj;tof|2nH?zGcji#G@k*5K+C<9_!onWl?CkdCO-#B# zbh{F+biWEjnuv27pKgX}`(3FooWVQcnGHX;SB=%dvm$mXlVVv=Gc@|MqD&Adcji7a zEt&!(3%r@^=nBAonO5p|AP!_HhWa^GB!O*BS#?=)Dez(7X|e73UGUj(d|zhLBPgTb zQ!JTQMY;WLko_Pm1U%D?NAF0rfCX*a8@t;QK*^=1xw=wc;Ox!LYl17b!&CwO3x8+R zfn!Dfy({yrfa@-8iBWJDXiU#N^riAKkWzQ6=Z~da`A|1y&7;%`W_Ox?QlR$(n{FMH zpxN&LLK#J-hqpukUc>#`TYaiw45RkxlqbYW7HI_UJp)KG6uu@5cAf zhr}EMAzIlbm+f|fO+vIvCl2lbtLl##HL7&svBNE0&9cT&Y|*aEGfol?ek%Fn9;pb9 z&ct`0p501>e z{V|3O3UjMOu+>*#SxQOVI!#ZAFT1dve~2@X?kASz*hh^VB7EN<&XRNThD zQE^{UK*hb-h>Ckf4HdT+S==FHaT}7wZ9rx_fz0-=Gbr041j=@F&|0?fE~qeq!fi%| zJC_!P+mQ^nzvTR#zqjhaDSo!@Gb)s~aBfuFyxdO!>4ba6@|OKzx8Jwr{Bn{6y;K3-@C0v`K!98>B8vm&Kj zqq`G9+1!P#34D}?=pO8qTy;zWq0AXS_Hku`9MzID$MzP$N3yGJKlW3ent7EzW5m@2 zH~f)WCfG{g9oL%yM=5WyC}VUQ#y9WEfIADuRV}I0fr(rFkuBS^fHl{-l0UtHfXb!j zg%st<%Y$#+|8-HYYxko%Hi3iX&`|ku`lQ1x;C;`e&)T*UREL*k;mkLnYmGjG_)E%L zvIW?ZuPxbAe)V|T%HPEnzT9nP%eXlU1WN2+jnvBrg7cyI9gk9gFpmcwb7WEoe)bH{ zdBJ=Os$IPNgm|C@)C)qiPy9FzY$Y}`wugtgWFD53j{^@G>XZ@MP(v=T$nQ?Fb`zHB%*wsDL zFB=$`>rL(8P5{hD%I(h>wSjvzuU{;?^#F4|L$P?qw}9F_^7p3IQP6cOZa3cb8i?gq zana3C-n)!7`=^gS0T%@kai72tafh!FHwCy=-4JlU8$-a&PXhNr1l%~7B#C?TZbaN= zB$f1^L{x%%ed8{rKnb@Ef)bM&1SQ%22ufB~5R@pAP||`SD48LPdzCEi(6!>G^mZWG z+qLVxjkf|_vbfvH;ua%|d-(w>?lv;qLS(pqtc9DBZAfN&oXmCtnQiO{%67Rm%J!@~ z%65{T!|$^Pb3lKHu({7{D3GmQo!p31{#T!E{Pm#Num?z`hj4!1`j&Ff6P>L8i80W@ z*|t(I`UVX6JUUZjGXTQRs$Hgg-2;pn3TTcx27{r7J#*jYY(Ukk+ll|Ali+e9lcq{t z2JDX)>5Zh%g8Kt!ahE$0AT;Qf?J22Z;I#c;iSwQcAmsMcQT}N;aMy8sjH|p)gJ=G2 z8~C~H9C-6L%oqQa4Kb11-c0(*FsAy2T%G(az_q&XDgTp75XB51ro%d5$guSAp#1}o z#+ad@b%^p1^Nk*%86!6+cqLNav|SpUR&jEX$&LU=^&DQFTMPx?L_OsHG+2T~-f&6k zsTg>>G+`ukJOw6G=iqKNHL38z6OGS>!-MtOZZs zl|4AbqyZUS$|H|II|@_!lYK}1bU}G~_M6CG=HU0XuhlX=7QkiqLFoyGi@+uO*EYUG zt;EjK{lO6#vDiV%4OUUsFR{j`BimTg`>_}y$7t)$eC+yn?yV`@)WgJHrHpJD>1m?( zci~cg;xuu_aCyj`_xf!|0Rq2+W;zVtDmU2Kf0mfK1pWVw+Ur?W-Z$|CEQkIxI@TrbCTgU zCc}M!3^x-QZmXWY_Qgs!AoXI$-r80>z*2dMS20KzY`jn_=(p7y(hiHrA2v^fi83!f zcpacT*crz2NTJ>n9vPNd{s$;`d2hTy*UujdPBJUsz-N!xgMD*c#7b%i7(cjLGj4DL zY%Tljv#-P!MzJYj`4nEeRuxYF!8H&5$i5W5V`BysF@HNH({~d-u`@NM?skNY6JJA$ z22J5kx!`?585;1gL#nY)nKh(lcQMMgJPID%C`&Kyx(bd7GN)L*4+4!xeZA{eeL$Lr z7%s&xZ38Y9C0_B#Um?DQWN_QO5dhKKp0ppT-2ooG+w5S@a|pZ}Jhg9U>0d%~X}_;~ z<7t?4xxm!i;4Ex7^DN}?>b_$totxA+_%}kVS9ut&p ze^Zq0w4|a0Jbhy&Xdqo{A z7$6>P6uA!%wsGgMzDR{xS1Q={F8e`Im1>KS*RC+Gy2L-y*aupS>*PIb_krO{sRPfZ zUBDKH{>3t_+o1mEV8gB2L|}2hPG64x1}Hgdi;Hk~dV_zQR!bdjI^byVthL+$Y0&xe zlJo_dQ{Z2q!)N~RQ{cfb@69c?<7AJ#$i({$dPY$Pzz^Y%6?jT6{6Q*OtJ z1ojE+3-gAzA*Tm1ULJLA>HK!=(U5;l|JUsQJ|tr)t)FB5xlB=fpGRaq#oduuR3>RA|ht5Gz`d3Y&N69t*Hbgj?*8 z1`O3e8j!sLX~0P;qyd%FkOo|cMH;XJX+Rt#w#BS#z&0tQ0Sif0LVKQ6C4PU_RY_Pe zQYE!Lcp@_`$fl3sF6`nRJsX?Yl}N&8r|CdJp+Bz_B6FrYa} zETTENIJ#+lO{S7-@_iU0?(cPoxHGsAaSPBQ;@-lEh`aGPB5u_=MBHEfJl265^FYAu zOhU;mimmtd$L8DXz1@DQ+5%q-w__Cw_m>$IZvU?++;)yA+;YEB zxKEd(a9=)VyPj<-9+Yi;i9eWCyArVbb3c`1@D%9tPkQbyY6y5aIbYQ5l7vam3+zVd zUEo8V;U&5TSJ<^_cQJvp27I^G>Sc7LB9W3E^ zpL;%v4{8>R^UCQ{0og5jb~8sLfQ-gss%e50;FUJ~&c${V3^TF+dh&%6w0j!wd6M@E z`x`7{Y9@6HODW#Ca?|@J#;RWL#Q_SiJO`O(sA!19k=B-qyhDwA`N&g8)?AGaHIj#hL8rlR);iT z?J1-I&j``3Ye2nJqyfK?ri5MxnUXzx$drs|B2)5t-IU>EQ+VmN`IgoT8XMn?oCS&9fs zdV>*^F#SYO!s0P&jjt7V@DEhndDl^Kv%EpY%@c}>n?nl~_aSdo+(EZcacdq%#m!@b zvdutd`vsY8Rx;bhWVXG?Z0nKPc4ubC*Ten#DhhYYlvMk5mqF~^W7^vj2m3K9-=rHq zuYbU(OsCXeNp%t;8s#0Sv8#lf?EaO@9@LOZ_+HQ!`JV*U=B%{Nq6vb^>`?7UO$fp7 z=B0J+x)IT2&OcOVr9*^j$$2h6y-b{SSmvMgRl)o(Pl+A55{xn3;r<*HVH%1ln`+c1 zCtbz(76JpE$853f-=g2oF&+8un`HT!;32<3NZ>~u6&K^mu!)gXf98`fF^2P-mPdB< zVGpMNe&TJ5B}DnvBO>its4@LUXd~J6e-mkEi2M9;MBE2R;?596 z!0l;;fScnX0&Xo&1l-qdbWPxERFYVRs3hkEqLO-&N^WT*D%o#_paifWC^^oHpyd1; z1SJ>A;x@XAiu;usDsJ{|sJN+DQE}@jqu#zp_V#1fhxmGNH{C_Wz1IbWTgDQFo1YB# zHzyQsPcqzfsVLh?CMer1^C;UH^C;U?E$8MQbc~&(%If6c(;uQ7qqCdGykDdot23l4 z9PMwW+H$JYaDFpE70A80BX#>0%0axB@whuR2^uEN$#!+))Zg&+L{^=*WYLRf-$-Fq;Do z?7*v=ekDNVKu?%^Pc3j4+Q6IVx|Xre&fDdGl?y_gw4cES8@K~+N4#WoU-kz-FDsaPhgCyS_Q`7H-$AfU<(Em~!*a01Zo;7cwGoJU zbi**pt@EpU8!8MNJi&hZ+E0Vh58)@b+Zv2g-7wN8J=aXN1Im8sy14B^4otrMd@x4L z4KOB2{Wy*9hyaIv)^4faOSyY7_qCStp<=iqpdh9FFb~F#c@~$b8o`#z4LgqSC;~%M zO*0SYYQWQa55^y};n2fvlBaQj^8V11r^4g!Mu20XakT08V=3>X4af`7ivvA;v{Tpv zU&yQ1<*m+{0!x-1g#8X=K-TGhKHDa4!x{M_BKYSLcj(Bb+gtq39X^e|VU}l-0W90) z4&)o=fU_*S_ympb08{rPJMMR7!sfBNGP;75FtSCN;q#+v_=+a<(oMe#sOP3Ec=Bx| z<%d=a#n^chsQ%pNYxkKT$V7e6Z&oN6CKJ_fFVcm;B=?w&FEnky`83*jsip|(B~K5l6nF9HS~TDYuAQ6dAyTegRij3m4 z^b%6i_V2>Z_7NI;vo9tu^bvnqxj#w2jjY7d9j<80Uw?@iTO0F6J|4!j=hKK#uc80G zPd=%!)lK!90deQHGH=mjI6Xg9t-a9$6qwz0D?aA{oc44jTL)W%O(&~P9`rB+>K#2z zs?@H)=iCbS=k!2OVX1YH5-+g-6v{TkPn7MEFqG|JGTZTFw*OUaThF%ok@aljkii^< zyL%9Y`&-*;r^1pJG&XR35H%MJe%(`k?t1VdluQa5iswBIo%;kvCQ3vB6?A0J?v#VP zQ7dd8-dI7`0@^_tFE`lzb8F|TLLa!}pWm2e?nxj#RG;eQa}@@i+H+%?Q5PtgIH&aL zdVl*XcTxHGhaZa0 z3g)w!Q?g~sVE$z=2y{q03Gljx1NNziayI=WZ~$-QyL>wAW6uFLk z-5jP5w5U%!vC=RF``>)-m5p!!f_?Gv=|k?|bJ9?ff#P2H{G0r(C_XEA@qYL@?swYY z=cCT~c@;D8d7t7|=`b5ma=*eZPFf03UyIuw|^td|yV6ldJ2h+r=^(>&E%iv{v zo<$Ez+9v;gt?2-*9bK>P_-q9NXGAQ1|FQ!)!#*O~O;#Z6tmA7_6a<(mQGo>aljpga!r-*{Pod3+|6sKnR6fPB zN&~6hh7)04nqaC=a%_(30;ovWz$aaKbiniQU>2nv%7D?}(o21oE#PTn{H*KdFNA_z zwovYg70hyb(d7>ps6d2d?6`i+BTP5(+u zg)$d9w?BwWB{t-mGAl8K5w>Dyi?pWAi0XwgVX07cV#Acu7B!{_Ec+w(-v}$SbgZC- zZYrTF2a8@=?75Mag}GmTq}@lK_}_=bqE%D-g!UbgoBolm}(b_ENUjc%0b;}sa zo57T(Wk`Q?8!$XhOV@7J0Y2kg^i1={K$6wy_&s6L33G`7{QAmA?r#hRHD4YD zZ2A`tskgxC)U(+zmoa-P+b|dIyKB9W`7;&v*YAbWMU+eItoVoV3oF4;cbHz}&3+cp z>Eatv?VJb_7=%i%gsOs4)+fa;Dc22OQ0VyHV^j!_d17u)wX$GofXGs_t1lc=m6sS1 zjsp|nmQ=Dwqv1Qx02yv3Ij|}${)2hR6$V!2mv%4(fGa6cb)PpR09&=~k@1%kz}T|N zz5V}g0@rUXxE}3kA24_P*wE%PrqIv0QI|FRESM`h;&R|Y4$)>j(PA2e!^y~}N3yrS`MwX(g z^WV%c29F%6d5KnHW39mzHIc{IbETW~cQ%h>X}sLq*-C24y)zJ$Q=lfpbm>O2kMg`9wm=f$a!N_IV;G*?1B` zi7kQ>9L~BUD#`FgRMPPZ6}K5#+^5On79xxLI9c2YfvC8hwNP;jlEvLqj*7dI%yv%- z%J!jcDBFzPDBI81vyIn-3^Lp+WVk^N3U@mh?z96nqYo%g4MslP`rv$d5#-ZIlgcY- z1h@M6c%3tQfPBP2r*VHVh4eqgctKmU&9)ni6M%_C_9L~*LJ(`aufuhq z224Ik{@}Ni0Q4j5D-!6+A=mz0%#RA2p{!7R-Ka}5R4}+Ef-CRLg=)L2LrNH2;ik_t zDGLGlAT#vda@MEh1{(9W~NxGS^XCXETzHWwj&4aN~4_e?tNS*BAML=8`8?TDft9mbhQL*lxKB7C;=Y|iA#MtApZkG;J3J2ox4sYp z?n(x)HQ>hK(+Wh~nIv&1l2pPSj;JItoI)iODDnD(phVgbL5UMLf|9Qr5tKv@BPg*U zp~Rgm?k!|->#r3zrMGGBq26{ZTI+2*6R^*s;_f1gn@$TAw;Ng9=480rvrxF%*1}E6 z_7^hSwC_>2b;)ewWVY?dY#Wf-K55P`|EusG*j2-oSgafc9vM4$bKo4UfJq=_`|+F( zuv74l3eSci!1u$`=yu*4z^%(aozFD_R9(VV1FsE(e49R-f1N`>{~G7#0?JFl!p`Qt z?mnmwgjPL0baps`JEN;poDq~aVekCyKle8i>IC-2w9it0GiRsWl*x%N;}O!DUliX%zFuQ67*V#YP#!oVrP9f$7MB!UyoV0B^ZO~7{5X`Wrt4t&?faA*3!Aoxd>!>N)X4xVo`Kdaqt z2#QbPV;s+BF_*yBjX{TH;l(KJF`oVB;Hu&Zy%LoXtPjuna8gbiR-N)N|NG+zJiy=B*8;d^9lal+xAt86m$!B{+0bG#qf&}18&YYO_MBMzfByk5K;tqa-h}(!H?%&rClnl}%C{ewQpv2q&LCNys8kFGSP@4f!$t)A1 zlJljAN|@>pm9XTa;@*1@6}Jdk+@@r4>yX7gRD+7Ug)Hu0!l=081W|Fzk=b@sL)lLF zN69u$3AYs)Zdx+jd&qFBkl|h>!#zWWn|Isq)2u35ln1Pulvj80K;^&&+Zh2TP-ON! zrIO7NP+j@3+dK3)nCZ~WqI&5MYkTwGAEaEZvhUpA_h%o4!0-(;3N}X0@W(cpAY8{K z2*y7Z`|&o-3YHGXhkUgT0&U+3=C@CyfK7Tj;i&wzDu3G##x2p$u-fEg%qvZy)OTLVq_Y?&UEPP9wJ6DJ=Ui^KX zfi&Rb-E8Wxn|r`)q0lLnB0<2gc{XTgz;@W1v3T9;#&NhMUqWN{hb+9m+Lv>(TM9C@ z=d|^i5QM<%GkYI&Uc-b>ERR-aUdB#|4$(WeClQ;jgNeGfTta@58|rNgPsd!|1Z?NH z+koj@e(HIVPS^GcxCYN+M3*HkJhA>JzA5cAJCfYevQ_o znLJvPfy`)4227weS@L7+`kJ)0gxp*>05Z`~1b z=Q|_f4%a}${Yw9u$QqOsav~@({e+;zjD!*%GXy1U#t2F}=Mj`RHz6pQxQ3v_no`_r zy)AJA^)}{yC+-Yf{NRaEbdiGxYx4%vKM7rbQERV zmCQER9hB|HY?SR~GTYn8Y}Z{w*-rHf2*qs}oFRYX@HvlRE67F9`8?&;9iW_3OT>$3 zfWTUoZ_@8#f#BXsuZfu~cq)QJ>W+OmlpCF67VoTpPP9ivU%f7c$?6WJsS1HW+^jRO zX81jJHFWpD$4VdQwExk*O@e_iY5y@fZMGm7!Wu73wbKeHiR}AqKNSjaq8ZmsxgP~+ zX*|^E>B7N41#SI7ReAX3;9Vs)YC1R{m&fWHBL}2Kdoyc76v1u-`i|tKGeGAH{U)cR z1Mt2}!&|K}H3*9;c$a3*!w+|-)ZaU5!mVdp-QFcU!8YHxED*%)fh|7r?)@~_L2Q@Y z`+2+86T*DrFkao#L+rHSw#bS8P>z9Pyo0y3pJRL)+kE==3}VG+t`7_{4*d5aF;{q# zhz(@G9n#JWFLlg-9pkpwq9NCS!dH!X7vnJS_NUdXCFL^1B?~)_RjMfPMlf#$i=aGi zsZ`YSlO_amTuLjj8i|8JE=U8)4k8Wc+mAHhRZ;`0wIB^R?~F9yb)*4tpeM+;t^rL7 zkp^5KRmrxONR_x8N2=uN5u{3@NmcT!2dNVAXGoRE-qBb$CEG)gDG`o9YjWNdt;sv& zn$#rMBuHIblXwE)Qb%+07da=-F1D<%$<$M5P5vc`d&L+LcQP{~?$?coxLv&waSzcU z;?5$8`%`)9I&gEDBH&gcq2vucf)edDD8VUIviu2A2`xz_RZWOW&iEoKk=DW1p@dcq zL5bK~RNQ7KP;qZdBYG$>KJCRJ-2WX)UO?Rn;6y@wITLeC=8f zw|WQ)H=hU!ch3P7?nWjQ?i@1Q^{{z8+m|+?Y}=cBreFFM3K*N31eTL6VS<~=-a}s2 z@ZBrc!j5!BNYzrIc2!{-E4SL2e^pxzK0jGpcXyWsJag|LF38JA8gvLbZi@ zjxqxUSX`*QY`4e_)cV}{AN}G3x3`tBnM*8T(}6OkU(Wm?v?D&YOUto>q_puTr~QQi zx5O6eiH(QB-ogv&@q7n>!LwqUpuB!8`ubUI#Ve&mo{Up-sVn7$C<=c=d7I-2-5;;A zR$R{!$9{5`zN>$qOvtwM{2EZZPdv_J`0KN^iukyJDRCB-|A$)&&b2{(O9nvd&~yFO z`F|Ko0;j}BRt#!0it0v-D#HS%E49pwM(`_^J=MT>9@gtgE0vWAK!#J5 zj_w|P;5v^K_svG6xLY-l;&$vnid!QeDQ-nWq_}yI;>Mwt0dm~C8j<7vMQXruU!(ys zF{A-clN#`z7}9`jqy|*bLK^V%Nu&XnE+P&1k~Ags#}BWYk~Gqkr1BwClB~IAN^m_m z>5WuL0I5oN>yRojGDoVUom`Xb-e^ryH={Lqom`W_qi9XWR--iu$TcZPu1Vo!v?c{e z;FhvPz%3m_0dAZ^+($^_ZX}8OGD+Mea)`KHNaDUg68C{p1SRTB2uhy1At>Q5Mo_|) zkD%oA76c{5B$QC+At*Vtf}kX$oVFfcEAEaHsJJD`;ubrMird~86}Qa{D(-o*xHF1T zaeppF#l0|(vVD}ycFi-CZK|y(+ZQNDj%(RIMrOO3%(kV(7JNP2o@BVGKK`2)-nRh^ z1l$Cf+lPoitzX(^!mkOc9T{BgZdDl7)Z(X)Eqxf3)BJ=)>MKICFgK_6<`?4KuB90% zj_*X^>r)yFwu^+7hQb`q6-$I}v|s9i)|g=0YQj@hN35nVv=w^GVfUiMMC#cUh>lop zN$+Q~rkFKP_EqyBcg)1Ba^dH1AB?K@m%c{t|32op^AGpVM~6NT!5VoCAAj7!PIud} z=ju>?Th{fW%-HY+7D|L`x>k*2H%|9o+C=>dOIb=9Jn}pnTbX&RlJTsM_-?i3Y^?Su z;hclcZ#Miz=QlzaI=`tS&u_f;q4S%AtmydWwB!2m4UWm!p!1t=A3UDkmFWd zQCfH0;ZKm`&YMJzdwvEf?hOP|+)00t;=XBz6n7t~0hJdE*EL|eJJNs^HAn+`oL$p^ z_&BzQ4{1OnQUhjPK^ib*^YFR`^dwcu3L8=-pNo(x;UZPZ7gwZ8T-%T-Q6)`DcLp*g z!Q9A{ygi84iLov3lK{8ft>gWow?NH{UEufXHCQg| zv9~QR2_EBnWO7R{7Dm6!ruiSP&O4s!_y7M=iAbWMltg8dO>&-QM#z@EvZ8EJIQHHv zWv|RaNY=TGN>PY1A}#HuQc=?HaJ}B2+wJ@Nt3TfVy>IvPaDP0mbFRx|I1Jv#ef}Fa zR}AhgbxM!lha+42$Gz)J(-6Dlub1}ewm_zDt*V(Ufv%Vfb!R5ZVCw;$-E5PoWO!%7 z$#+633rVj%`ChiO8cm;9Uh7Y+Wx}eZvT8JT&?8`A;qi+Ohr&^OsZTiA<`1 zp{gw+CG4)O)hvZ?iu7}yq2zk_6nJ|{$hZh-2i=F_s=Ux6tEmg|DS4>=N%)+dQ4u=* zBfIH)as&EjK{L@Ml!ET2zhxXt4M$I60^_;vr9$n#@H@5ty1{l&&aXH6w?X2rwQFo{ z2c#xTF?)a7}+t3YpP?$5N9WoH7x>RxTzGT$k5`I3+I|N?p-wBL7au!i<$9;0*vOVg# zqri7a(GD$3uN5pv_5?qdYBgKhboeY=#`t+49ga>pZne1@2|MRGcnSv`(dOulUY_q0 z(5su{2g!fd`=d3jehe;;-4Lfik(gb8Gx{CI%gFp80v-*S$-6X`!ez$yf9pC*Akv_G z=MkkusAroyX;+wz4#(<0E8bXv8X`2g*u*PgQS@2uaE}|ZI3u4lG8l`vGRNJ78RO71 z=K>e!ADQTPUhqteT?!go(0?-?7>b%k{*c|xz8!>cNpgo(a}Y2Ya1=&s8KNYc$!+XK z2a&``g;ULE9-uvOhevo8;LG&j_gCAE;Po+0H-;H~Xx*lNQs%h|kh#yW7EG)|mlkqk z%DPpM>@zt|xBBO#H4PhLy!9GLQAbCTB&u5}4f5~y9*-WN@ZK4ySXe(p>B``Ao%{1} zf-*VK2uJA$D7Th|KBoQfCdFs3trh*#_g^y^Ewt_1Xm0>BEhz&P+<8cfpSk^*l|Oih zZoYl-=Q)tx!hd`=G#b`|fd%Mvj7Q9OuuzxETh=ZoS)hFVzo@ zky2vB746`ydO|1H&|$Eb`P3`ytB6Dcb4W}Ik?7&c>y^9t%+dSp-_LqQIH8aGH25sJ zB0&92j(z%aI=o*jzUkba1}8sk*z4mS0{1OsuJ&y5MW{q?V9Zwu9;=#n)`uq{p<7?9 z-V8?c^s4Gk^U|7am$G3%g zPrR-5&$>8%R}&`_dY?B^9Z+U9?!PZBj?&SLEK1KZgQx)qU>enJR@8Mc2tr4rw4S{@kapk0?-o zBC)^w&>Lq^%;338{@@B}V_Gpxy;kr%pujh>bu0SRZPt{basuTTp1ZoESPuzbq;IB6 zG(q$3O$DWbIS)TP^Ab6>E`yLi>)cq9PtU?PM zw@&qSQcpiZHU{6?=eYs>Gne@kR?doc*X-FAV(m)d&e!%e6RjqV6h~J^oV`SOz4^Al z*w!?P%{!w5CHIpkA~~Ez-G8~%Dc;(DPANZ*A+;p&`kpzIO?sH4u)R<#_rDJbIZ*e# z^qMRf8NcqV;2I7?LBFJCY_6k)mb@H}>s1imzE^j0R|70>6e!sDvl8OPelD3Q)qoJW zO))gO5!5b;Emf(tgA5Vetn4_rW#w>iPsiinrmO~cJ#e1Gx$Sj#HMhxVEfL(EL~w^> zx2(c#M8N&|7KYnm5yKtou>yA#?AwLe?zxHCE(XlDjs<3Wz@c!5@@zV~9rYq>**zRx zw>Lb`Eq(=VvI}=r2p56%(H_snW8@sT#4M@=93?1!D1~XBd>tLx6Z-Al-A>edRY;ru zMJMv<{IlKZv_E1kp3E#3_C-o-BdLwvqp0gc6<55riRpyj}q-GR34@YL(Hlz-}J#3CKY zum0T(y(DjbJGK81S~_Z1Cg>U{?L`7=;y z_-&m5rX2L8WF(OMz0e2Qyi?@9>1czN-E?{tOisbe*GKHu>!rex_%G+3Lvw&<$|Tdm z))RCMcXijPrl9Y<4?Ruda}ayMoS8F!CK`BM_9%~>fgDsW^0Z9~fXI%X{1XrT(3^|b zM%y=p!d#4gZQWdr>>n{oI(b1OOqJ#_>76SRGTHK&l*99Ye?aYj8&|JT;LqQtB`~vb#L;qZ8dMJ( zJkk>Bf&Otp+o`%R(AvPhE%Rn2`jfRUXn}GI74%Fp#L$kQkEhWqEuDwx0n5C(N#hVo zC!}P_5=+UZ3s_3bqp_5b2q|$Vq-3doRZ7U95rnOz;9u*imAnzh!TmM>2e*_X4sJVk z9NeyZad1nW#=*VjHx6#|FF3gMOmT33@4{@KF2QW85o~`l!)(7_Wt%(%h=5y=6~jGR zgyH^1z)d|;cDZt(9WlO@+$#688qwN@{y7lTik=bTN?!59oFRiCNFk_9*_09 z)1ijgEqZrLupFV@athDrK_^@;^-(EeI+jYf`1t0&~RF8%1=Zm zomyU=WIBi3sub$4#zrHn_{i{Td3CVmu68ULtcF3y{_WIn%fPFC%6pp1s~{~-8z19& ziuxCZ#`TwCJsRkEx|Q4{lZ6B?Z4%tFD;%ZgKO5c3b`~)x`S%K~$%MkT+PxnVZ@^>q zKD~pPt^~^h9$QcqIgopOw_*Lyo5KkEtycAYlDs z`~9n%5&Q1BVl(RUvIO8`<3hKKHRi~w?CKlt^`nT z1?HniQ+uqDaj1ZsKHX{5r*t&e{8}?5t-kWY5|`BW0BXFNWV?o}V zd-6GD<3G-p52u|TQ6$%IJ(*_IOX74+)Z6gl4T-XLy36S8xBvck{;yh<Xe``iSFvy>*<#^-frXolHfv$ycC*9A?Ny4cpp&;jaQ|mIfgNMetDU|Oq5+C0vV zKnK5{MaeuF$gnh8>2q)fdY^1l$s8DgzOz3qCM!?dqRYX_-HGGMD3pF$I^&Bs7}Q^t zNZIEFO`2(XGjwjqPAA-+yDJ%OD(47_d6I^l{#u^C&~_d*j*W@wjwQevoqLI2sBdYH z+?napfr4muz@W3Afc8Ne8=I%Vg81 z)b}kOs~xHw&^ryidY!}88`R-p^rY~ci`>xj=qIgJp*UR474@b|+kxK9iVA4UYoRBe z!S9Xe3=tb|a4wsJA$l{>MgKA37~)D5e&Qh~f;K1UH%8tbqX^2|6+Vl*MiKSMODFTS zP^KS`iZ-&ekW%Is!b(ynNm72C^2qwb3`yeB%>u@NX;NFymIC@iqa>D`G=1r?>;HX7 zqHXBkmu0EI^p=O;|5+%)#l{~$ie!Rd=6Ly@O)mrC;xUr)o{kgXCs$1JVv0rj3~wBM zOl6{3K{nHre;MciOQ!eW-!Rlcw8`5f+$L}J<2JcT3b)B|XWS;`u%0XFVb7i`?E+}ODDr?GJ-_+TlKlEG3^ za1Kj}x(1e#uEQ%*LVdb=BoAB3MHXx&vvJr;SR=8O^b^6YK?FBXB@S-6EF9cFh~O4* z!ogif1h@Mh9Na@haEByfwjF9P+nZL{CR5=~8OCt`(Z+CR5^%E-aPKDI4kO^U>ei~6 z&7#W1;aX^NU+xgf)6mf8FN^k* zJZ~N7_D1`Mxk`(4gHV^=>k9Jh11Ge0&7z*)VH4zLUOgQm?u^VAMZ+6>O@MjmLRQSb z7^q)@uMZ`Y;fl#Qm%v+*KuOP-X*i$+{$#KDO`;KK-R#g?o_0%ABUe=#=Bj{LR9K+6 zcn|pH&+~L-DT1NWy-QLz6oFYs;QMWpWr|e4UDRJW3Fy?&AsJpnIMRR4v?JHz|< z88uQsHR*CM3Xhl$A~6rO*Ir_MNph26-x0?3gY>38N$_s)c35y3XHSvX1v~x>Cu{W4 zg8wE-uWiZfXrwcp_v@%Ik_*i>wS68&S>7G?B)P?d0v*lw0_#I5n;#rtSQB)TVy0de zFZU{pvbU8};M-^CcuG6-4zx64PqHj?6p+;@CHV*+9g5(NQ2QpL)Z9eyZw?)(k`niMMEQK94SM zv9Ii!Nd_9~RI;*^_}#!uiIyH-N=V^&DY-)|CDhl~SC^85daFwb8JM==sicdTN}4Xq zy;*6K{pz?)-W0@ba)KSVNpv5#NzY{5CNGWRHu*&kw@Im1+$L`qj|8p=_w;Kl+Bxl>)eszb?)kf&(i4I)TY+pifAbLF0W$1NO3cvql!#(9^4$cXWR`a5H@>cvTV&hrYcwT({8?Vu=}0Pz=w2Cx{u)BLmNX z3d9UpNX&qoi>osr8Qr7&S)Bosh#BxJF_lyiQ;E_kJeAl+;;Ce9GoDJAzTv6F)e27~ z^obm+O9@jMUP_jTHc1b-O=fJzZL*PQlcuX}lAH|5M4hBPjq7B`zXz*rvXf|&mkHyZ zV#CILLM=_RaW&8_8CDe+UqQlk432lw?OIJnR7;oz<#g1cTF2lsjf{?*{NnZ&_8ucfn^ z+wY0ou6gx0nY;q`OMVQu05gW$hy}y_RTIPAO2Dm@hvAk}bXsMbNei=mIWO~R-u=sv z{9V1x<-QmC_&D_Q54(8eaQV*0qKA>_l&|U5Lw91(e)`HgmRkc5y~U>oH6||T4i6#= zrQEPZp?hVeUNzXF?SGze`$iu}Z5uhb$qsDjeZQ*c@}MZV2%HwVrXmSP&qNkrLj*X7o}_6Ca93(cx?Y1I^lD;EppN^2;@ zJ@W^jbEPyb90g7(xFme>5U?IP)!d>i3UXW|6a6jw&_n*-f1gR(=;veiZ0{UH^r^l1 z$vJ&Pl)l0B#MK#BXfN`aeG?hi92B!Puy>f@x*cmZk z+?{yiP9`>PPcu9N3KBD5)n_~dI%(n=@GCE#0XsDC4EW_So&kZF0V~b$3^=8Rmy&z- zcqvi%Zz&nTONmm}%2Gn!4SvK_Qb)dLWVzJ;ZIgCY zxJ@?9<2K15fZOCW(I)Q^!p#$dg}Z%4xXD!GewBxfTjmuu?w5pdFC4_i9Y+{EG2GN2`M>=rNrqwmXg}dSW2!CQZk&Q^PIdA+{^YjxZBR+ z;MSbS!F`YjZUJ{3++R-N;0|ua!5u{ex4>`A_CbQ}Pj@lf&HR{csl%A8Ua3DMB>1<(Kf zk`x{1ZRyJxqol{hm{G4=qU^nWuCgG$p7PN;s_m_DJLyU;PsV2QW0JVqZqgU(Es_4n zJwdK@ij=E4bbZbJ2PBI9I`%zQb)<7o@%ar;JwCsQQN!mqR)_KVjbI->zwyt&$2ZIP z_=ZdgU&iM*d>8QfO=mscxXF2V;Fm7!wY}|*tv2ja2!p8j^uyOa*V&UEaSh(dcW8wZq2=}@N zq)76LmGIJGEAf`cRx-wqtwe&blDuPBN*X_7DY?{$r6g}ZmJ)Ub9Nfx8aNB9%;GUDi z!95v^gPZ3g&g~a>aBh3O&?K)0H;D-DwFKOJ1l&@U7;Yy5?kz_!++3EJ?Fc5!Hb*38 zdzfIGX86S{?Ia8Jp7|N8g=h2Bcih=5-=;q5q@lNNSa*YlLcK z%Ej|nw+!B(p1afRm43zXqmxD>Z{O|dpa1vVy&B8@WVoI{_B6&ZYX#FL@; z*{R8mA5-C2fUD`HP2O+=Vy3*^)KG30iY>jDntt9CIM!yt%6TZ2?YyJ+w`ZcMD)XNa>ZEu8rcRbSC z|0@HvI*f>1$@Ybbp;(94Cgc*(+9r2wc6$|A&TnCtW2pdMrcdtt4tcqd5rfocD%hd%@LI?WSo zEW!qtA(j5*;X9v8V1LZS(b(~9SZgpaePY9Tkno89QqX3Pj&y(9(nh@j;GyGoi>n8v z(eKxb-I2_`NLYwYGU$#E651$jwBwa4s@o`DSgYd$v0OH%AN-62n?Z>gvmMb;%ejN$ z`I$g4SN~!}HqMJd&0bqo{nd|yp6G?L#Vw~1*9OzHXfH1`D)v2gw(uC(FqkkkXB_h+`tkpF? zQjt$yRq)!v0#p-4|6#ZCCB$!{R6Twq3&r~Cl5Z5WBqPV5d*Ak0grQNPO}`?WT|xBY z4YP6$Rn#dZ;JRjq3A$xIDS5Dp`r8sa;VV(h(nzNA!@D?(Bj9yysadm76K>ivM$xcn zLT=MK=U2O^-`j7!kTY^%k>Yenr8XdZlq6=jPt>PlmNfV}?x88?I7vEq$hED$hZHo+ z8NDn2>ut)bzKAf|icyNvi0B8Qyb((ErQp$J&A$Jn>&UOYJ9cIpz}Qeg;7DdJQqebl zKkn)d*Q;pi!f5^A`wxqBfA1JjPfH9;wTppTm2crMUq^!J-ghIes$rm#xMOO{DhMtT zY&)xCw(WE=+hS3eZT@b|_6R*@o8jOp+hjNxkKy)Sz;GYRdHcAU?*WNMZxlPd_B=(z9nt>ixb+&G zkbhRz&U#M`a6R4ma$}Sunzs+#mGImX1<=;L(#(*7@U#0i8%U5n;g#rxk{-G9@JUui zWxAUTJt>FukFf^>OI8lO`yD@^bqk6c({+I;)s}?GpH9>xr#~fU-L=scW2ffZLm^1J zF;(wfRV)hSQsn*O>P)?DxP9@o85t}a)--aJC&J{U|KG@U3BXXQ)o66)C|t7+=*i|t zM2iEdWL@s7_HuF5g`}4&K*5I~eMC>fH8# z!`XWYwJf?2QCl8-=cf@UG58!f>ZuQR(Ry9-oo_PGe>OkcCQ=Vd?AFQd>DNV-rdje_ z1N!KPrn-2UssZ}y*JhQJCj$mWzM7EmIO2Ih__d}K(3+h$bhOn3HBLbX-62g-KK++hT0jF*`VNzOmF(4_ z;fsFJ`%w*$nYz_o=*NaQ`{J)(o|QoB=IYh>WI5o+QsUL$57E&}4Obb~Nxm>2g@i zO=a+>F5ZXt1m!3D!-iAI+b<5cqBEkebGfM(n!1Q7cO^l;$`EGm@ z-2H6~Ya<(=-A}I>LIk(CJq~W~)!?SS_pue{_I{k(WFQg2UD1ex zTbY3S69Km?0rww940ppS+@7#3g4vFg!E7fbW41#wG24p|{2yHOPeutZ@*dx%UJ9Xl zjaM;wdp2maFuvJ*BMi-I#q=25BBw#q`>Ef1SgBk7+G8qHJbpEaxu5IsGWivX-2k>zgf&|OzE`a1eLJX-5IA7k7IB47KiXh}9g#5L`t&CFKlh@u&} z@0AK#QRli@;K$hd(oY@bnoKPubcpw6j4!&<)j{Gh3*41|j|c9v>IgL=@hyqHD@`1d?bQhquLsq7PGC zEgJRbVJ<~%Waeiw1ZXsdKmU~i+t}6?2g{@a&1q|L#}&6!I3uTFqjJkRgSf4xH12y?WEKH&i8|om&L$ zjS@p2AKI(c)T^Oa;g{kfC!Ue~Xy`s{JmODzv3_gNN!KRQ8PTYeGR;>MAO0U6jZ5z+ zrL&y-dirH2C~J@2%wVdmrnHxYx2VS6A`Q}QcBMHz^52KVtuYz4cxS-LUtf2Ob%p@# zx&)!Yp%!>}{^qeWmZj+M`L-(GV|nQ7P5ET*kwO$}8s(vSx&^sNR#r_a_n}#ye=MT% z!)Og5B}MzNlr#}iQbQoB##+Wfn_q!!$8+-!r7vKs5{2dC`E2Ml+HT;g>;vnV)f9e^vs=LUs28`hbOnk$ zwWdl^uMEx2rpeXY6r*jI-lbeQ+l<_H1{A~u+(LYh4~}fRJ&5$S%RJc0qY6Uy!c{I-*+`8d>(|$D5mjyQ3AB-q1?LB4ayKO^!R4f``@-X^V48h- zy<2)2>~wd`BYzY=4lfzHoBbl}QL)#d$~CQ7NceRED_vn0n#+26?c0Y4#oNnRTO1ZUpSqh1N5aaw=H?>;9cs^sTWV|;ZGfleNpZS z==^tIhJPm~N)PTNzj*MLbdXQh>Gq~HlDLFUo{&*9WnesmksNo6^u+GjguvzJl%d<4 z8|YMPK2Q=Kbrq@XdrSGrrC;a5HAcN!CGMK<=>7jbBu7Q!SSYy-P*`Wc+9R0x!{!c^vX8@uii|Y@X=BtM{B!lik;lOC#IC)mwBt~n-(Vg1ejJ<$ zc$5OJ3kdi?{N-PK|=_i6aj|gtrmEfl4b}EtE|5kIGj3Af@?iwPvuMxq$ zoe1uiiWqJaV+{A66}YKvA0pWP=8D<&BG}d^*d8I+zC^H{)cd9N(wzpdqY<|Mq>~6) zE(!t}iQ-N3U_n$gIx3KQ{(?Nk!Y|r^cY_V*8x2(KyV9rPFwc zPJp`XJz3@rUPwqk<9_k7G-3*WXOKIs2m00}vJ}NLz`-K5W-vAaq+>+5@+N~}%M9sX zF^vK2UAJ*lB<(qLzNU$^Q!WO1Ma#Y?>%K_>9>!ngW6{(vLU|c23vBX4Z&N3(ih1au z?ebf;gnV@Xj}a}CmOMky?N4|s*WrPf#!08HYz#wx;>zWozYam78uc=PW{oKA;n!us zH(IcP&C7dTaU6(Nl^2Q9rGm!$9hbh*7ee0!zmYG~c~EM-mQ`)*C188PN_O0xmJLJn z*>}E8ra{YLK8bc)A2bnVm=sVh0}rn+9UE=30-X&UwnKl6sb97`vGAhN7?@2ax<1KD zg5}qW$R@HJx}>ylzSd9^X>Ru6m7t!#>)(II5PXLgcB$Go%g)}SB#M0UyL9U#WvJeu zv37Qrl0`AfwR3w(nZL?ep%Z(ulalZ`v^sRQkL28Kz3cVohosHP=`kBZ9{u+rsgmPe z`}e#T3N2#i;W(p-26v~wt{grA7l&Ne@!jx(yLEytMcbl)?p~q8Cx>7VleyJzMSU3c z$!Q-UX+<)6!sxJ;+c^%=_uw{p#U8iG9->WV6K!&S6K<2m^teqj;5JEyL84CX+=uJr zJ9li{`h;;O5ysuRjE%dKFmBSftEoNHsR@J@nYPd77}4Fe+myQK-jKLhnmR ziRp@zkRzZm8CwZw5w?;nH*6)5CfG_2G2!4|j>W-!nh5SgL~v(z;^5x35eK)_2oCPg zL~t_^!7WU%{ZkLKZLz{OnF@C(0XG`~_v2^`x9&8C+n9jcn}D09LF4nZwIIsT6j!G{ zF^XpA13$R_)kU^j_nJ44D4;HR^Dp$? zmxf4g98~03_0fy{%4|FXd}vQP>r{Cz59B0EkOP&yWPy#XvvotxG3xUYNla!Z1>wm3 zo8sgHbZC#JTKKl09mqmN;>*`OI>exTg#WG7EM@9SL_r7tS{MwQp7DLl4BFd%;Pl@;LmWF;_zy#VVgZu9+Sx=`D;Vr2IL~ zCpC0W$dtp2udA!yhfyT9dukao+EeJw=e|DLl=R<+B=*FeiW|I1@KRBWGdIc>P4!h= z9dvdU+zxwI zgq!*y`OmmZ$FXt07ske2vjH1-pqgXeij;_K!cwxCkP@R;SV}}wv6SeBV<{04#8RS0 zNJ)DPmXc6vaIfSx1CiS?9@N|>Q-fPC1_$>$IUL;DeK@#NhH-G;A%Yvl;^2-GKL#so zBSp-1Il;DK4Q4xgH)h+f0<*1ef!P)#*iQe5+2-25%tiM6NrEEbn!#V+4Uo52tgjzm zF!~x(S|#Aa#}b|flHwjh(+VD7%y6q# z=Tr=u;Z@gm5wV0dM$~W9O9jBQh0bFf^4^g0hfER6a)KeICKYcXN3_Qz<=#Z;S#;E4 z3%R%DZ2;QF^MG0G=NV*|(Ilh6E|0QB^`Fx>?T6Z5>i51qTcWTCbOhG=?n9i)Ix;Q! z94Itu_wR@7{P6Qld{6^95)keqR5`S zbCp9bl2Y2kbc5+(8L8vtrne)fib*@8Idz-c4>wRYFrE7{OYWhJnMv@mz3ip%uIs8_ z{&s^x94TJ={Lxx+Ya`N(*(u?}WDY+pr`}CV$3aB)%w`t*6wurp@Kkb{8&4&*UU(|mHgI@#DXIR7mlE-_ zxJ`x*;5J!Jw8?6sO&(oslhkwfesx?YpRnRO`PtoiwM_;RZIWdZHtvs~v2mknY}}jL zv2oWD#vPW1je9F##{fnzO4S2znwgaHVsUs22~iMD)B(m#TzQfie=kWmw+((pugLTPg)Q-cqPj^ zO(bDqfEy~mi@}p|ZH{G5AxMGXi*4hJl;nKwAmQ9cB*$P+!#b0fB(AqKpB|hUC4EV- z5^D13AYCft%=xsLubpyIYvY8Z$W6*S9?cq;i`|rxzb9;@b=v;>knr;CYno;CL2d`X z6mPzz28|WPeR^vwsc&X17&9SEqLELrXB%Qq=45X7{qh=J4^z3y_f49LCcX|b$xQ7~6CvGyFBsT5{V&g6*W$tw4#GO3H|-M1z=0=pNyzgokL8T`{;##th;%DY6f@$w58bCRvC!nVE*$mJ-+NSW5U(n`Fog9COn|CpyB8A1fF_kok<|C`y`mTo*n*GbX_u1-6T_==l+#lVcbV-VH zTw6Ou3Ei|QDk=0SB~tt!9k}j3qXTEOk zKyoR1S9ayEJf$L&^O=EPfeq<(*2gb0-#thV!tRs5U-6>;{{7VEh`#@wyMHym(ye`- z7HS?$3!h7WNKxIQjTAS3pge0R|I#D-lEU(MS8w2k=akFM5>-ER8z}MiHe7UD21s1S zbrbKYm!y}g{$Br){Sk?-1)txrh~e{_QGI-V$ZM9yV@gZ*1HfUSi{}18m$$->`5$pU1*&@ylaXxc}K<;jZpw zk0-BKNj706^Sandl>4xixV^(x0+CosVi>WMbP!T*bHreWxC;2MEyW-c+D@#_6CsK>pfE zQ`Du-Fit&?58WS}yN;In@7gnVH~#(KbN5QS8hzoQdNf4Zsq(2w6ZH4Q9#lH#2M)d$ z*>e3N!0NOFlGM$EmW%t}n8y`^v7<Tm!PbgAd3a)UwkcQ&>X+?Bu%h8YHg+_uVWr#8_!Tc#UkBkoPu<6`! zJ`T|c95-FJTLo>W%;vY;rgpt1gXuaObz4q1LT_9x zX0m3C&>p|D>Rg(#X#PXB_m8>bAhFhGqpK_ReZ4ZFKsxPkG|LG^*@gCCA3Q8_-#-FX z$%5EuVK9=*P`zD+z}zMdytfUKgSB7u&YmCyJ?8T@S76o~7Q#nZz@5 z7@|~tMx^z+poliD0VSu>h?;E5M#_zE z{XIl4gHv$Amj{_GP%_VbNTatNHU5D4Xh%(WcV64eo7{C4CZez1+b&7HEL& zD4~eSI=v`@djCT6?_|E9%KZHFE&F*$rW>|eD>iBt1#_`_@=IZf;HWI##BJ9A3A%@UMHTqar=+0uG3BAiXXtXSt4%!GdbaKQ zR_YsKtd~61Hhn5UOn;inyL9u>zjQNl(v=Sv(fuBiXr7~4D0^H|LfAhVI=-oWkh-gl z{6(Jiot|_-{}wb$zkhN7Z|^~5Tu7X#+OM6syt|bIda3i ztP}*=rG5*up}zA@S7ekd{gCv}W&Ana&L1TG^5`r4KJz4*?f z5{<=^Gho?okgFXM2AamTCR+z0fU&jj!A7kp(A+Vmo}eEE4|miHd%lYR?GDVgvZmoG z+iagO+twMF?Q=bt?c45{?L+>nY?IN}uNZFC^%(AuqM^WS6HQcamQ}n@HV(eM=eFek zVT9~Ul3tc{S|J0gGf6-Gc%j2@!q>Lf_@YxOyw;xGe#n;VreF92U-VJg-QkX27S5gxB}8 zZ=>EG_s>2?+Gb-6N-ykvb2g1SXjrdv%R6a>s;(aYUFdoilpn{{7u6q!UZpoO$88dj zuQ^F*jJ#wH&4Sctoc`LtT3MN@QW`I~*ZZjI^m}jMc{m%x`yQKJbIxpMG7D z@$-YUoL{HEacu=UmbKt4bO?S`8>E#f?*ffhi+$(5@SrQUriqK=N0DJ$QB>QY2C6W9 z@!g-3gy__(?wD+51c|I8;$9g_@OM^vm^`GZ1(NydRWa9(g0^<}U8NmdNYa_6B8sGh zGC65{%L-4RPo|p5$uy=&-fBW~CS4Qt%EwWj@7oH+xoGeg^*sI3O>674H|D5H|MIBE zk0Z#~S1$W!zYNrI8L@pymx1J$C&FL*szK(SGhm1bVNGliIseZB^>>wR z@7FkpX+Q|iR@HcUsswi$@9b?+M4P}Nl3r5?qzp|{`C|FuX`D!@{7wmY-Lq|QXNnMv zp594kv-bcjLypvaT~62|_1x$&_5V!0oECjld^hPmw@lm=upQnT}z%|ew!xB{c!g!6Kb`TOP2Ff$xOxneMtCb&I}*v zO@Y@1-}zja0$^Nuh%ULm11YS@`88@;4c#thw6^W*gs)X<KSNdr)HE(_ zbIorBg>-?|{odE%0}h1Y0pQ1fbm&M=_E{l`MM1$FB z{Wj_kCGy8IlUgn#-sTR+ha1WD$iL&fEfv zWex{Ob;8sIhoh}_6lk%0%NP~d2~x^Smkj6IAmu3edg8hpaFD%SXM6Q=XlbR<&Q(yQ z{yvIHQ=7#OjVfGgJ^9WDJqi6}!qyOk(!O-OG`gyTgt~LtTeHuC;q57d#M6;*Pc7z{ zk!d6_zW#)suMOcTgsCu9yt6Yc?)ZQ3yxQZ9$P$)(NPHNp@RWhA(Z)^bGgk1!I%0dkVYhJ8`DYHOIjDqZsP$QUl*sCE<1y5kn;|uY+GpT<$JQh)Ch)a zrk={nD#H;YUD0Dl=Sk{ox^@N1T%)j?zw4%-c}9wRa7#>y{ww9FOk0w4!xBZBm6NS9 zZu3t{rL7g|g79aGwnXlStrpKIs$N-+6)x0gw7tG;T3AD_R+Qq`Yb^yOmDCN7MiOC< z`!<%(E!Ti2t`m0sj ziFPJnDbXgR^yP zxVPNL!R@^k2e+>s4sLBCxOcna;I^p7!OfzC*}fQ#*=``%{+x%|)>&nn+=7+}xW#^B zxSw3Wa5oWfe-lIw23{So)F-D?benq3yPLaqkah!b3s`8e_*bLfQ8k<*;S*@hb*^-l z`%lrJ%tz0Ed}GL0`PtG`UlwSex^m=g-eX|ly*TjVTsfTa_#~sb5C)cXHqRfB8JeJ} zK!4|kug$3ElJES+^ln6U9#L#}=>ye?H;roku4M?GfW4T_c1F^{e;2h08 z2g{WFSf9OaP@XAJ*2!rIzeg?JI_?Zb%+}4DwK@tBjbSunUw$D9wp%KXqe(!nHzfuH zXp_NWILg?yq!bvR1`d$(+%qBR@qY2dW?NW4p(Y~ANk${be;trEjYa7NmfEMHOOOUX zrv{Hm0gB+iI=b_!2NGOTGTE~}4{kB7Q4^cH3}{E_pvKxlw7?egIM2cx2Gq(Deo?=C z0$UGneQ;eJI@Qa281{xB59O!wqX7{pZk>bhSEgXJFMfu+hVz0o63c&gdvrMfYK4A@ zseL?$&MGt>`XhA=ENs$f*p{te+R{maZqNjoywVR3`F#`>K0JO-mij)*GF>T!(vRX`=gW#KkmM%n|MQ+dvZ*ezvCEvp4mb7QP?Y5sdW}EKQx?wTjQ(x^Nhye);wcmO_TPu3l6K%{JoViDM5iv} z&xl+Irq0UlA-!<$+HHQr$v*JAF#N;m;W#X`d+f_dABWe8_YF2njl*s|Ar6tRV_COl?j2vTai3i=ZmMwC62kp~5bkC|xL;u5Cc`trxDjF80)&;kAgm;6#Y(7B zq9cT*M2C=)DMCuVy}(jpMM%l-k622yh~U1k76*6cN^nzi`v;NR1FN}B?gZ8x9NeQs zaLWIHHhjh@cVJ7DVT7wO7A0rYG;CXUREgSXJjH)gTpU^18C=BqId z+p?L$RgaB>tSN_B?{_!EYFEKWbMG&uLRnh;@3zZOo*(4U_JVFM^O4{Q2@p;GUQVX>y$F|uQXaF?Dxg=YgN^2y=TIEe z6M;v!&Lf4s{tn)^)XO3S4v5h@`yjpR|MqsO*`c^QlYv(0cBtvZ;k91dJrFtf<9hAl zYe+_%&DCB)6%0RYO`La*fKzhOlhgU};9&M9aN^H8H z{6w7;$-u__i4_}nMiDmdjUCvy57}Yk?jeku)f^l5n|;{0Wzw;6uiJ&CS#QbGvnvZ#=-ktw6ASUkI~3vcfi*3im@D4EGjZ4ELJN81BFP814fE+=6>B+=r~f z%{X`zfv?RjcY7BHOza%EYicNuni^xL&r4~dR8M}-bPf{~>L8u* z;86IVd~>i#{&`Vo)Dk>h(%H!Mw&G|mr0YVGxIFYHE=(7HQ~)~h&z(!`N6}>-A0bik zQ)qJe<+RVgQ|Q)dwY0_t6Vz_rTU~8x0l@=9Z(VY|KxXg ztze;sN^fVjPwp~CKfGmCZfHB9^2FVYy^QuKUqNloPTdrh&6$%$lV2W1A+~(?Oy6-K z^MLf$PJyFPHO|kyng0)^#r=@amiK(`(x`#(Ic5J-F5RxMlt~^e|^J9io1U!!QWOSLbqOydGWRt=K$>` z^@KaQ1}I%Dyu65wy7??G`K>DmL{^bmmQK`%lB6#m;ONwGL!w96I2e13Q6cMKjJt$A zLVNwro3?l(dFoWMvXmUE#7hY+!b{1Xn|LWnCzcYC61WqE(QyC z2qE0%tt-M!PC%6#v2iCmV&irojJu}}8@D^vN>-#qWD-lsr)exD(FRybG7GVk2oX{u zwi!!F_8R3?Dd}d$QnG~_+$*`AEP!)cbtSjS)Zpe~#KHaW77p%@d^otZh~QqLUah|p z+&LCFxUblyv#qdwonZTRG-f+o60XW^EdrPX zgewL+4?)w3@Oo#_(`bir;x=`M0MuhVtH7E?Jx>?f$G`6QdGtqUsU~>H5R7Jc>GQsX z!I;KfR=N#w5N4zv6+M%KnArCyGDfJtjW^P#4K zP~l-BHS&lbp>Te(6ytudZAR9&ory z*}tReoUGS1N<$6(;0#hg%7rB&*R`u z+Cw!ly*wCw5p%23As^1284+KzIUjmn1@3wtmkZ0CF{%9ja=?<90p}I*3|K+TfMDydzMr;>&E zqSd9OwG%HTbRTh>bUKaOWG3J?d6Q_9RUs>Fk{k&gM4fCU>SUV8)M}d)CfcO?PHfy` zTd{FlAH~LP%7KlWPZb;YFks_$pe2m^;>@aWb7W)T_9vu-SrSW$`HGZ~saCR&u#)8y z*hEC$GaJ7 z*XrFT7e=D{e-d6SQlFooy^&DU$611$+B#y6TrNi9S50UW-WMQtt;gj5N7b1}bD94C zUu8|AP%8VD7TL1v{jzT*OQ~c@k|ku{pb38g(DN-7bu_Iq>P z^EtooUvp;8oS8Fo9-bc0=XKxLEwg+t3ypMC%SaqZL1r%#2fcG+pmcMu%dNjgXyV@A zZT6R)Q06-)GbJqtWH0EZ|IgkPS)F)fu>baH6t_c1^}%r?q@5}me`dpeG;yivitm?o zu*iHn{=6n9V*9zl%jIJ~Nq(?x`ds)d>Gr*94aZN@q!6=4&&&Etq-(jnuRhiFOps#4 zt9b-$KarS^jGkMTZ6%4m=SlZGpZ4Dm37hZ3J653=kHcl1`!$2r2i18-SF$1LF7%mSBmnGW>3Z(kq!{1ruqn7C>G;ECIf zn7H+ciTk<_p16-w@WkzWd3E9@ql`Yhaj#{?8~15pJOiGk;2BU!4bOl#P4Ntv8;@te zxmG*_PB`NkP*DZXfZS4e2Hd^_FC~A)@KU039WNz!h^1ujft96%>gO*8pylK|Q!lwlCl|IdcKGNk(zpCUpqmPTP-# zyK+Ui$yDPOB8(dd<2EOZTb?lPnk8)9?a|n{vwg6XY$T-QfD@LIEG8@^#gbS`9JH{M zT;#@5a!m+JiCzJgl6Y!vlUIV0j~%nkbsw|c`xdi(g&(ucejKySz8$k2nIuVGg*zhy!+mFd%d)Ma6?oa%Y`J@1 z7ID2AF!54TNBm+UG!@U~&_ML(M;lCJ(ZsB0zTvb0Do{$ZimGBpA?eyQZ9&tN#eP7+ z5nm`To_U-$Q5d5f>d4H0A@P9Jq0~5fq31d2>1HxdZhjjHN;SmBnp;VJIlS-1d4Jp? z?NqAh(M`=Eaqbbb+;=LHL>{K??YZ>7d*;J>)UIkKZH4Ub7o`ja`zZ;ROhTSk#MFz=Z*Gp_^P6lXym7OO;Ej8;8Q!>` zjpL15y$x^NCr0ta9d;5=+*bqf#O+{;CvGQV2E4l#&wvdl@C?Y`gJ(eI)fteyNGV~% zGvE(PJOidk;Tdqk1P`nOY}Pi8^_asFN&baGNani`(Q3H*S+Mt+-9z7s19I*Nlx@$_X3y zhCkT2yRKs6?(4?F&G8Hicg=n*+;V%daBrnb33_DMl*zKEorWj(M;3c?Ma6VkPNNx#qh9fv};DTzSG_cwba$J z{Ngx*#O8hC!ugG1=z`|KmJ(xl@p<-C(bJj@T&5vXs>?(L=SQ? zKYstv@1r3BDOJk42PifnpRHcIksqir~R}Q!xz7Rfx zE<^tiS58@YKKO7%^&Yuy15c9|voag^01vI}z?thNP@8x3HqA9Ps0er4tGdk$Jw3r1 z8}i8&N#w0zW1;gxm%MrTc%h} ze{Co;?UOIis{8Mratwu!6&kXi96Vw6C$~A%i8GL&Fa5*Z<}7SHZm_+A&l@&5b+S}* zmqWycywh~sRnUibQ>Gs*-O;ml*RMn6LFgREpHI)FQxVT8;|Jp}GEvt@v0sDKI}mKQ z>?A*2FwLXBYQ}ayD=`;sy7rheP9+`os>UUJ%{zu<+8s{3{N{mV-O^d-xjYda>)#9p zJ~HClQa3Fx<%d43QDrTTa7X8jxBr#=Ylo)A%5Amh%+P*?^sxR)Zj{6jcp&jXH%Y7W zoFdbu8Itrt>S0y*Jn5GpOBXFIBb*QB6%+Wojusr^#-&^iEt3R))OU{h{2}%CWEJQ4 zjs92P*~(u^=a^Z8)wxI4gxGQrn_1-J(hJUz799SRTgnZ7+R5y!FCjzW&llvbGa*o% zA>q?f915Xbj?DgS;b7~f()Dgl1U#R{Y=5oCY~Lc-K1#-H=MQ1F*KfvbCp}wbn~a1^ zG2EL7xX08v8xWTfdQJ2Al3RETI46Bgj1@LR8=m&v6+32utW{^GgRVNG{bw)g`f0i% zi_*`JuP3-8ie}xri36Uf`MQY%@1iGK(-!+JLiiwDXqoz!?&pl^D??A4#vehv*$m&w z2Ty~iZQ7XJQL-IyUL+|fKQIS(<>23Gk50gKhPwH&?$hu$&@?n%!wIIms*&8#QRtlV zeHD8x9C;Ls`TjcT52Hx**P#neK-!UC{P(^SlzjgA;#`Uqy6F9!Qk)lnV*F`xL;6FI zO}XvzLy|uVVb3V@$}ysz*LPOG%8N(Kf`W99$*)dL}b?IPMM}<(BU( zMBE`Q;)1{ca)kd|G8e`huRQv>g)--3y|BxmWLl8`Yn004@!MqGh^95VGkb{W{P98frMW#fjji{aLdb+_TL%xLdZb z1h*1WPQ$r ziI(q#c5}B^AmO^MYLWYeC{M1SxNIQ<6`AS_Mk^MA#aOg>%9$8AOfi||^16gNLgNN} zrP4shV4H8dO*&GSdNTzFZ=s|toA%t{n~1|Ow(3knJW3smu``z|1yAMew%_S9U^l(@ z^PiX9V4c3gTP|{OBl7M2p4~xv117wMiaFG3;nbbkvaJI3kd`#K`SXhgaAw}P6q(it zoEtxlF>^J7Z%Mkr(rX3CZOV~-*hK;Z`s(($0y8)xo946ks2cjC7AuhE?t#*c#4E=< zeUY&j(-Xb5?&zxENW7k(D(X`#q7zhfp?=15<6rWydI&6}_aBHJ*$IPUrM?3jTtF&A zG6{Mg4Bo$v?dk zQMcpEqg!nZ;m7F=>Bk@K5T96+XQ_b)+~6!)I`l6TVr`U42C2U~yXSUr3+;@APY+$l z-a+g!Ft`7{i^XUhkUG^o9@hk;QnmG(e5$IT;`L^8g|``6E@o)vx#0nvX+4Fl>o0(v znBB&JbRS^frfDGH><-cFj-{bW=U{TrsmkqbHZYJ;zp0{NEd*7XB=_?*Q@+`b?QPyP zLJFo=IbS+7MOl9MZZAX0TD1Qj??K8Wg$4z_-s(*XU8J1b_hrZBn=_PcnV;LtV%$z=najOTxVxWNTFUa_`+kK6w|UHitb#`X&ahT31`q@Gj@U zeHRfDohaX7S5<=!+?g#tyz3s)CZxpwIF=F@LP|P6V=3YC$5N8E0ZYlv3#(E>M(6dg zmGmZKD|z67gIkaYZcZY&cQ@kT9@~n8+vq(G?qm-f+&+FdxR;3Fb|To`O0b<)huIDY z!EAdUTw$A>jyNPS+>F^6?mK1}?vEca+bvsHsE$NJH&sG|ebV{fRxF?2q<20leXPqdb^3vR-% zw4Nud=8=$eH@5X7nZ6cGLpy5jyskow!b69Z*dL;`lD{?2QNK^%yeP=!dxGc044foKFX(^=*n@WHq7r+69Mw zbqB#jRV_XDwF_A1rDt6~;Ey(Xn9NYD-SPy5f4d}rXPh1$+Y11B&`eOxr_=?}WN?|xYf7mk zoxJwUGKE7ecw+L}X_DdQ45i#5GUekV-nAxEp`R$%4k(mbs7z7ZibVJ`4=z!D>|cx; zS6qXL(~=t;MiLutRl=4JzOm%Xxlq1g@91NeR+w^QaEvqPfYY5H``9A-LGwr^^+I3j z`TJ{)runP=@aP?nb!<>SFfi>f3()Tef5Ny)QP{YzUZNT|H8mDPuyAt|!o8aiZhb7= z)H}EcxqTWXkza#n_F- zMs0N@(6ktls7XDlwEjEUE4&+OY!~~!8Ck@G+u!Ux+{2vUJ|owmS}K^YKVAh{T|P?SD+Sw1**C#fbMq zTLMtQ)9wTUAH+KtVP!_s{rpmMP{g?juFaI)Ha>AEe{T>2R1 zM=JHZM|U`M2-Y&ZR-V_qGkOA{L}8&RfxRa2*q>yHl{_pSKPL zGxvO+H(sQuafTSLclh7KDa?oN&K?aujW}ZXbo^&_!5&MyUq8l#o5pZxd`K{@&P10tqY0SH@P-@)!rV z>t7t)PxNqb?`gxq-D--1TQ(R6_k&^_-0HhubHN9(x*@J9hvL@SM-P_whhU%Isb#32ESawoCZN{AMJ4zyH+yqA_CJ?DsY5vL$L%P0KF% zX^rH{B_hrUM3KjT%*cy?)6Sdsg^EvO{c4SM@t)JI?L1{8ByzSTP zMEQ3+@JN|P0f~jr_f+1xJET7I_N9`M7SgswUi%LnYg$O$<~^2ve;Y})$Im@1=DbHL zVBJ7}TdCx~;$EowpeQ>(2ab7lK6qNN1KI!h^J-nbI}&sa;{W>8A9XYArL5T(hhEgZ zKjo1ag*uMEKHgXyf?8vP`)>03ptUaDpL)|>kpOinSy@V&iKQe-11}}ESMgFZqKcQ2 z3pepnB9E66GU!~vQ%Mdnm9S9jFJS#fjY-xc9b%f!MxybB9=XATzbla?#OO^!kKCD^#H6UHq@7Fr9U%Q3bz8Z+xHi^M(FSla0 zH($hTt9f9ybN6Ak8$14%%=0#?OKf zmpU__@_ZS|^28&M`g70^Bwi672GCI{WDhF3$13W#u8K@tJIYJX$)Yz|V5y(yr038AQjy*!*z(T7H##|ZDC**)6A7??4F^8IQe-7NM%i5|io(sAMMtA6b z&V@VY@CW@GvIwnB#1k}7w+l$3kmHd*C>+vNNy+$Lp+HmR{?rA?Bl zUr#)P>tw_{u9K(RT~^zqlq_zOpF**5bI)SqzDXE&IvE>xDq-9;hp=%^{lv!IY@)L& z+`G)MaJLdt@+J{W38xTMO2||zk-3ho(R?1qHk`YNPCA>s%@A1LG zy_|%DTc#NYw^k(%ZYfqA+&O@QySPMdHMd#M;oSaBWt+SLckd*I+lPSLfPg!RfSZkg zyPkmCI6QHc?Xv{iat-{^W`^Z(vA~6I#9SXVgA&ORlV{Mm$K#Qz{{oTW36Ho#ztT|| zr>%^Eavo~3kX_QRxPqkfoX9+q16NR6;9{_;`eh_0pR(7)|LSnVAulAmm}ANGIs|q4XpE}-@JCt7o||r*@<8*-@?LZe_Q)ajlf9smITHCR z`*`>rH)^)1Hm{eZkRk=YC2jgJO?v;s{Le7mA_+}p8PY5>0plDmoMn!q14jM>B123x zaPr{s_k;G+q?ELq?;X{?{r8)sTU2k)8=E{dz36yYF;=>y_fT?*3R{Tap%F~uX zZj+JwaGU%zhTCL58*Y=1bGS`rp2BTXg=mxUyKtK{CxlzA01LPIig1&u#{HNu?puU$ z%M-@^fG}=H!njQdZ8lI&YpN*qJ5l&C$yQWC|6rR4ZiEF~J=SW4z9u#~Vw z=9iIIf_s<1bP5o-nYH<4!!F{M72lwAa9Nc#Zwi(}IwrQg=+t~t` z?QnwaI|SQ13AWcL%ad2(ei@D7W_(i{7G6n)dUpM8wiZLwXO(DYlye##o$yYVH#SGy z!mT&>sUL0N%5%$RJaGhtr2Jb76V^g(PS+)W)XO3^qu-H18${5i@vXhN9&~7fj@QGI zv)!awJDwEbouecgQ!dXpwL_%*?z-=L2fvZHm3VoYZkK%`ambJC6ld%qwdb8pujg+i z^^>=nimm(KXMK*{8_wJpF95pE>28OUdnr~~Dj^1U7bv%Fo<8V$`;U^7##^)Kz5z{m z{m~PD$$++%j#<{EuSILF6hsPMo~LX+UEF+!?Kh=@IKN>f&Tljy;qx1tL-_nAK?tAU zcm?C*oATJz;~O%GXB?m3EOg`Z8+BsiK70gk+=Ex~#;x-QZ`_xb@WxFOi6`zZKRj{& zY{L_`3o&uO&%`s}PGSZOJBw#PX+}H)R(7n+faJAE`aYfkXNehbS{%=SIvIEd)VhVI z5?^sVmDow)sbt>l!s=8)$CI-g0r6f%TFC{%hn_L%(+ho{En8r4DKjy{8ed#1N?o0DnxJf6laL1Tp z;qKjlh5JZcfG2syN{phgmCV1yR>JCvt)zpnlD{5UN|sr%l+ZX~DcSZ0OUVoo-0CNB zaQ_g(!5#Js2Y3D-9Nb)UIJeXJaBlPJA1AK{_lXo7+}s4*+1eOxW_t{`JOTG_0&ZU= z%(fiC_EUoGdV*~l&H0_$gBPjy%v*dp8Ge{T6SIcrcC!nG#+L2(broj{ja=~gXnHRS z%^hC$1c{%H6dJ#9f0r&R3eAAq?}_(D6dH$LV;>~d{_nZ_OECe1bB%XV)=pLPHR@-9 zci3@8N}2k3yDQ1;6CYy1zp>%=w{sZ)*Q96IPNhK~3w_8g>R?=7N9MV7F$3-kpK=$m z%!a6P$~*1r<*>!&Gkf9_JEUs<>GHF))Hiii>7Fp>2BO0>!yL87F({`dPgzer0lED= zedqS)R5I#YW07*xo&+Zlz54?#Ogft6I>zqKIIUZ-i=Tcx;*S_x-^_aX{pXmp)KrsyLv@&nW zxB{HQV#@a1K422^-qfBe9Vv80*FBQBiabbd@lq<4X!onzvmA;?!La9zEH_yx7MTC7 zPh~EM2mbhwPgb^BFd=NP^MgPJeAp^=%Az_QVx#uBZWPXh+uJ$hdPB28^2pD~Go!k& z;hyS`*JYx}r0|vQB{x|J<2?8NT8|thg=K)l3C7tLg=nojwg78qF<7xZI)5f7!v0`Z}Zg zcBeL_hvBeiw9jLw0ri;-PGw*AO@1&YqaI)o=K*Pczw9XQufYMCt_~WOP2fK46?1Fq zEJ{zQ*wJ3#jvD1?dea)B&;fQH#;-OBXsTB9*i>W+VzZ(le=ir$K%b*3{5;095MnYR zd(vG4p>mq{ebzRpY})G0@u*;QLGt_gMXO+>Xg{mF_b>G`K5koVjr}9gi>b*W-S`mn zRO8X7bwB;l&mS43KP)^E_pb&XIXOPG-D1Rv_3?dD;jVRzmSK}51L^i^ShVJO3_SyKEXQ~i4^;dPm+7+d>?CN}@W`*{Bk&4=P&laTDZ>%*&WKZZy)w7Mb z?glLbl_T4cBXqMKx8f19h3}Qz_Y(7L;JVPbdc2DkBrnUzEkf?WqT7(ZQ*;cdg;raNDgE8FN%NXwV_w=ZU0bhtGSB7=pkZ zwX~7Oc;sW;IOa!wdkRW<%L?CGo`JWmv2l$H)PI0P$CEoY9>DG1C}hFms{r@MV0r%vv6&> zpT$y8qj1V~eFG2mZrY1U!rEJqjLaAB_G|mlS~|}s~YC>rwW7vlZ9Z;R! zL$>O0)P=JLu3Mp5uXb3U3a6zaW{4rfj_ z|5x9OEi&W>m@^^&$#v4pVJfqk&z^o_Yd|?RS>d0y-2mDfhh*sTtKoB`)|=+<)$luK zKqzRk2F{hedLVYN4vM8G4;;3yhfyN9@2cbAR;j_kT}%Xb1r^g)V0$_R0Dzs$W z2A%zJR#%D32AV%q{qxfd0x_mzaxQm5-~z>uR45b%BvyLzv!b+cc;R&dwFN}NH%fu%32Ju1DW==j!GoNdMB24CDVMe|?D^6Eja1gvGSR>=PT6d_UZ2Hm z4Qk)Tdl#%vuccnA`7!S6@EY{ukDrM_nKn<;^?5VEPzQ3)ACAur%sY45TdB`)C z-wvUGTr4GF!dOal2q}54jitm(4@=3E7?zSUxm78lURM@?t)%KPwh~QY9NgcTaB!cH z#liiW2yXYaIJh;3ad3CX;NbrJ76h>7!Yr`1s3szUmcE7)l)>g28jm}O(ITE4fDE%5d>iNg%wXGB`9qIBo8rK1- z#zkA*1*jimIB|fbmp=&vt8BJ$rne(Dn;fRCyZexmtnsqSjdJK69x=Jm6b5~!CwfK6 zvi0ya=1zsz_$_qr=!4nk=N_PVsmT0Du~y{QJ0D|zzZKnP+g-5#N(-{&{Ij;wxEWQB z?CZ)EaHrlr(bVhp!U&OHw7`B7Yj~fmBTyXf4aLq@y{gY+L3&9usB&E>d}DgYXrpb2 zSZg0BQFcTjY2I^xnpBcdWy3cga^9A3SY~!#I<#nn=A3H<1cVPFCDjO)Gke^Dz1(uq z^=kw$=smqde(eGNO<5YZw)-O)y+KEQdg`5xgEnqElG4#JBg3h0hL@4}d+tqdbktFB z$Faag^AKQhjd>yWA{Y|4##q;Fz63L9;IHf5C@53v3obGChUKE;WCvLy7fNIgGw{r}Kz&47kpG4buzeDpP%PRH{ku2k22)?Q=Gk>K!P&JRgn#mfh(z|o zV~eMxG3vRzJz?Cp-(usISTSy@a6ewg!u>uD3wIeI+(lTp$#9-9?kd8#r3ouxCalDH z#Y(7B5=cnNH9|^U2`QOz!%~t;NXbP)N?4+CaBnxk!Tot9xT(2a8-jB?bTzlhH6Tm` zw;&PRdx+o;B!at&fcxDDhWp71+*Gy|Vlmr%rkL&R(wOZp1lzR)+kZGP+owkrc{xwt z0~<}+2+gv1>cd__b1%q>t*~EQXmrA?13V`0lG8ohM58qYIE9quuKF=W*=c0%+Q2o^36J`dM}duHxfDQ5=75t|Ka_d0_T1Yma@;L z!#iVB^5(bUS)eH3_(t3=2WmyXwS`VLwFiE-M?7ZGraEanNmsOT=nH34u@H&31BC#Uzs-Xq##~V;=%7!y1#u<@^UaIk| z2JL@8BxSYb{qN2lN1BGmHFP4lKvqJeb+fx7Y%uj*jQuPMdJeHx!xULmnkg)*0w9wlttig&S; zXis1%IhTT^#9atW$;^utDIr^dRvfkxyBusKHzl!^?74xhgo_C7QX;sWUgF^9&A`Du z>579pnh5S!ia5CE8gX!I^5fuECfL^5C9%qO@e?ZBWGdX@)fny#HW+SCgyB{q;9kzc zaDO7;Zmw~TzjJDy;@1()clGI4O5@F`B$iHLusvmeDJ^Lagk>FgosuE}G!JKg1-;pV z^3>_xcG4)L#&ApIj<>0pH+Qhu_n`NkqYe=WD~zHaL1>XI&(c4miE@ zIXMcI>uOY!FGip*Mb6ccvmq#wI+d&}C8w|BrKDI5FC|Bar9_ZeN|LtWrNn4tbtxf3 zF$bPXG>NI??>f&XD{bcwrcglLmu9k@-_CF3^PcpSIM#2(xxKT?f* zMYy+Z#KO%pjfFdo3k&yE@``Yitx$P5Hty(AY~1KHHg2^ZY~1Pf-+Wf2WYc;qB}0Iv zL|+?A$=oe0CH*>BO2i*wDJe0)Qj#!&rQ|g=xL0zUMC7(f9yPbg)Zh*xg4=-z?nxUQ z+-r#7w%&+?TaO6tCx?nJtgxNTi`hQ*46|)-g4sSokJpWLNq5{>qvnFdlLg0=MSRhT zmxFe@w*(>;g-?q5%f5*GyivtZF9u2bMwUtc)<$F2%v&nW4Unn9-QBgfv_Rz@52uN! z7clOpKbdG90%F^_Ok=1oQTzWkB;S476baol0Zn{N5x}QbIo=)5AX*hR5&P~tB4tW18ygbt61z~M#J|47lhouIN0NRJ=fH#jLivFJscvf9r-?qgJ z3X@I+JM5(eN_JdIUU5BXevg&BU|Kh&wz2TDfc+rl;6v4)0?ad%Xb;{vNs;T*6q!@M z9RuShDf69`hrJ@ksehyTkUY!qf1M<-ivLAGz;%?tH)EDxse`^ve{_(zbOzd=PQ9xs z^@io&kS; z!82eVF$10@X28pv@eEjoXFxLgYDu#?1NIX$;B$36mGD2pQ^}YNo=S$FO%6KZHaRec+obaQl{QHZ0%oF4J}2tr16KOg zHfiCF+obAYY}{YoVdHjrh>iQ$d2HM#wqWDVZ^FiHE{~0yHU0Ria5Gn8;m#+dq{$0Q z$;TBbAyciyfv}QD!b)xuR^m!nNxQM>s+4dMQu2Nd2X`$U4sJIU9Ne39aBwFF;NYe! z$HBdO9}e!4u_!Zm2L70+-U^d(PuE+Vuvu?dIa1e1l%eF+`hjJSJ|#1*fyzj z{3p#h#3GIGh1P^?oFMm<82AU82+>?@%q>!7cw24}NXrrIJgL7vrYG=$&NR3KG zuX{PjiVfegQ0bo1oaX&`DB3Nl-TPY>i2HYZ|DY>@)~K}_Jymc+XTNod(j-%F>`eL^ zZ*n3MDTc_DN@Rp1p&O0$S=}M%s9wk2IhH^~KlS0ZkGU86@hdxnPmL4#Hti7W9qXcK zue~?_BC(Iu@#W{w@0)&+M69>Wcg50y#64a~&&MUuF9?MZitUc(CZdB#=I*aM{c` z9^P2pt-e$p2~!gx-;CR-OT{#sWGJgYtY42O?&>l;aof${iCaJlPu!Kn#O*~)+|zjC zCZi5wJUP_LwE+ynxa8JZj$ucpOsJy^a2~QfHN*+(*HaYSfx5<-QxJ{~u;5OMI ziQD8oqD{K(!)-D)8Mn#kX51!Q2;pWVgxhyTxXJ&YaZeJ)ElwEsZNj*j3FF>D7_7K7L9Km)Q!FCA2c9vcTc@^&OlNj!( z91+%Xu?!%EcJ^sGoJMln<>ZCieGt72j05A5V zyFaq$k;43{dU@AQQ6hgEciChwQod|D8LL&Yk?I5+KKa<66ZH##Q9Ac3qHQ#L#xL(WZ3A5&u@Z=^P83m zym1=_;EnrC0p7UpSmTZR^KZOyU*C-ocm@nTgr|~6C3q^iW`d`Z<_0{K@CV|lBy|g3 zN+hfBQWE$YFD0F#cqyqR+GHisCXcSPNiwxgCKGk?JW(h2*5Ed&Oti^FqD^`dZBqIt zHtyZJ*tn(sVdGwo$HrZ}4;%ON6D-`?eptAt9%13GK8%H1l`19V6)UO8#a7a=3tNdj zVI{W+D-rd?Qc_JwNzfxKB@YNGc|ZhrKElEMX}M}OxNi}`{gMdo&G&I`zbA6r?ZqAP zYH;5mg8Nb~hWpM&4EOup7;a$#?i&Q$)7LTE`2^d}1lwZAG21k6l^YA{lSm4tKD(AO=)PoIQx$q zS{5kswzmqKs|hkp&zC>=Rvh{#`DP2J6ktP(Y|SGL6L`B*is^jVaZrP-9XD^9!8;mJ z-rd#5A?~xq&ZnLxAlGhgeab8yy=mBPSNnt@D6_|^A{{eur| za<*p}c~*rc4GZX)dVEZ8hmz3I_sM5P(6yVs0JqSy0|5#JuMqhHGx zhZ-_Sur5(klU8 zgJF4h=6y5Aav@J%6_DF9s^6j1x4Ou7$w3c4xL6!rG`J(-*d^8GW2NXTCz7mZ> zPSl)-N2#cpQ?=a4AqnkE{+D}|As*%WW)$#pMWM92WtMp_LXoCR5%206&Pa=Ul-UKbcljm+od^nk&I{D+2OVK9@K^Wo=M zCf2bm>$!A?++y>7>3hb3qx zoqKh;oQwqKN_ULuo(4vSe+9#4$B_Jn{tZbp+9*Oru>FbQNmz^tV76HA2&zR_8$UNv zud0O}A%@!~@akLqkLu?}U?gKL_9HwViO=wkCX(wd;obQ(#ll!>K5>q0EgklN>^Aw7VwTyPK57W77Z zqRhyG4HQoZum0_7XztiN`=&Vo(3!SR;f@i6+a-&f4gM7F;{)Z7Kwnq0)zw zqL(PUYz41pxk{og*XE(uG$P0?`%%H>BxBGTntjMpNkX0vM;6L?l+YoR!16Fx842<} zUq4&30mXB=i0`>geLa2iWpcq2TL7m;hKLR&O_1R6b)wNfiNqzHvx6JWkvTK%;G2J% zprF{TqGwH@ps{_voZbi?+V}4--g6KhwN5x3J4+qgk_SYR z`O8QiP7GY0k$sdX`}!Mi?zfPfa*zGgyiiAy@{MPV(yJn+ne$G?k)x6+zjGjlsV>ZegSs)-aM!AuparKiKw~o637Y> z;gq1hlZRL{oE$@HAdS`b;sMPXD0+8|?LGC+L)zDI2#ePOg$VA=ojAA~L~(F8(&ONM znY0qz8DK`_b~(;%GOQWJ!7X2lgL_jxhFj+!hWlQgaOTMOM4pA{JrZ$nN~d(6xt3!GViK^LJGu(!3H>r7=X#M;Vi(|IDr7ap?PZVoTN# zQnzW|+vy0%?~=K)X4hUcyCdWc`SNj8*R)oiET*|YVLdl@?iWQ23AS3Qg_SD7zj34(=bLz0AtNlAp{Q`*zJ&o(olWOo!%gb~ue*laoOY)-wwGhMIye<1q7UGTgN!Q|5 z2A@0AUXAyKK=NiLdw%lTIN>2XSHdv^E-q(Fp$cV8BjZqc-1d6FK;gqi$i zfX@x>>i&AAyi5(P8>XpFj}}AGE#46q8EmMZ9j;Fk4sry3#ak4QZf9sQ{iJEW&KdmV za>lB%4CP%x9ez{PfD~W`6N`A&VHj;j)w3e?Q=CwQmE&&k@g$v z{YN1dA0Ae(4Tr}!(nRc*qM_^bV^crbICwJ}Xx()+4w`m`%Xg+ukm%msoNE&M6mGMhr`%L2e6}aXPQy69b?8m-$)MsSeI=4&O z=Fk5(1Xt@wT=b~D5B3Q>B7>2+ko7oMxAaE~9J6e(GG1&4x2C#)uXO$JsXHrelA|9c z+EfPa@1ef$?ol&+Sf?NCgs#7OYuyi`gmGUs#>OpPPBm_-a0e2?txgEH7a`m)AFm2G z8U8q6<9_o58+Qv~C0>M;bgWnjRZ6zIVkzO+f~6#ZkdkYJl=u@;B1uTeHX^vK5f1Jt z4r*{yb9;iw?ag|}k1Eq%Y(-(9#53ZriY`lI6^it(HSFL_rhu-`8E?yKDak4(4m1seCm zRcGoamZ|?s``@HYz4z&dhEHD)$t3qfJg<&VQz`YTe@}6XBkz^b47*di?eon@*5qbS zDbErmC`eyw{FfL!?hv6fc&7@-gBU3sHVSYs;U#TurvT8+2_4<`hyjwX-}SI;kb)P# zLK4V*nr<-pr$UfS(gdYV-9*?0+m^lI!@t7sZSj$|Gwnofu7t`U{p)I zfCByVCnU4NP-ebl!zG;vBsJl=b=~I>SaQ)m6xDse%~1x4(jth*>i^rJaeJ7thyzVI}@&N*DJicI~C>%JJh~vC4yutjef-X zSQrw#xD@t}4oa&VYZ~I;k)}D^M6Yc6L2B3D_B#4)6D4;3xB2gL%ajdvyiUmy0Sw4H zkXCh91vC0E5v*%ay8(GFJ8M=rG5`0Qgw#~~kM6w^TGv9ms4c*YEG)LLcSo?mn8|64 z^@)@4F^*Ff4ba8NBnZUt~EOBu2ox{QHLj*V9M(NeyZYJ11 zv=y^`)so6KnF==_0k=yhhTAF_!%dTn;f`7>yb3pa5r&&Puy^YCLv}R4MaTSPX`W*A zWm7dg8KdNVboP@t%m&=zrL@k6B%sIU=s(Y`lF(wXd0&4xKfGt%kdj%%j{ZK2v$3?7 zLUW?+m&hZ)he8TRe+YIlqTK>}c-Fs^KbA|cNXFgy4<(&DC^5N!RBN>Zvidc-R$dB*qp#BJhVP-iu z@IRkcuV$6~e`LLPIM?m}|8GQPRVoQdQbx&)l02*=vdi8xdsd`+nF-mHk-bS|g?OFF zs5B@dEh$AB+L7{mah})bIKJ=SpVx7`|G2K>eSh8E?zi*#JfH9`V`1=UFzqW4@&`t~ zpXGuv*EY)C)yrhi`zwy)7A%_R`?d9@_Drg9=h?l?b;3;GsWKg%{(2dTXts$wM|+@? zNnypc$sD$7*4;>Zp=(6#p(+DN3G_!{5p;xzp83H8xqwH|!df z%tN?eyXdw2CxZP4V~4`od|;}?J@Pbz5$s9VKL=YKV6a^;D9}eA4pV(~O6E+_H8!VB zqsRSG!^xl5KZu@1#Wp8JJfp)|4?82&Ks5fqIaZMVMHR(;({9e&{6_SjGBZ3?Zp`>D9N zThefGo08%dC&j&i6gM|1?naTG_{D4o6ya?D;KA7zxQDYX>5H?S7K5|B;UUiU+BZ1c zKXP%lL+qFzQly-JD$&Iv3Yv1C6aM3=_Etg|2852!bnu@*(Pt!8WGJZuru>*FyA zOt$E-5!)vIgH}j0X2Y)ozx82@0pF{@(>^e-Nu|h~-xmxKTzY;%2BF|5ez5%R;;f zf#;j#TtXAw!N6un+}CPUY12%@o=rR*N=g#R)Xtd^CDA_%3sDkn~df2FFj>}U8P@#R0<(*5+NZs9@*I!S-iWyH$?Ew{9k zr*QkCJ3-&QnCFa9`GA>q0iqCsAQkv_ zVhy+_6>C7D-&g}iIART$!iP0r5Yd3$SOZc}Mbd>O4LBWzHDEMRB@9HB$PiW1)P+^a zU@KN7+3Z-A?B&9$ByUajk||05gH6ddDqfS_f_P1OkKi@QbP%se)1@^@u|v;X@tiax zb8?6M^QAQzM%Lucm6*5{?_%P%?ZU+E+<}REm=O0dc}&~~bun>wZq8Z)Zuedc+#csicWUC5uq|sSK3GaOeBuaEFm_JCJZcIfBD&6ph2ZnuL4# zA?i}LV@S3`G9FA`-+cgTyfz$lWRiwE$1f-K%DclW=G_)n<{l8^EIy-i!Ux7YnGP8; z${-;Vv7q)8&M7K6e_ys1g?(8QEneUWXX#@iW9{R>`O6sn>Xvv=zm!+5 zA({zZ!}T^YKhxmR)yuCn#F8OI{L~BalsNd@==*wCQ55{AxYrZKZ9)|HMWVQih~oZA z6n6$z+!XYYIPNauxZm<&4Jb!6U?0(dKlWe^c%KJrzN{_SuE~vJ8^Meyp4-n zP8t_?qbM%!k50I_+emS1lHxwXkBfWC5@&lj8E0F09%p++8qRha$#ycy_AQcasbBjk zOW~Gt!QuY?J0rwgqYOqGer-(J=Z$u)f9Lj6A_^@#zR~MXKqR^#5LTKwmw?(0^SXA? z4&eel`79%k(;iN7x+IZObpmOIADrSg^+NfUU0GM%SD~(Nj2?~ML)1-9SM0xke4=zc z_jUd-`lJ+Y^z+I2A$qvGk)MmIxsx8K{DNwkb$^u(yu;hdK5ECcQ?1dt3)CZ&qsf9M%Td9(6NS?& zSCaVMR$h^-iv_VnJ-={Dy&?->}8t^P7%y`25C;oZoEvj*o99@bL`=)F<)z z&2MsklaPoVw}TsY+}h6AaUaOUjyst+?wv+hai7h=iu-&GR@`YsaeKF74S0ZPz~;AD z1HL61ux>ttrU5B!)EgsM1Lm?~4fuj+z-L4QuG)rGiRweFN=%2aDv=?og!L#^B{O%i zDQUbFv}8&~?XW4SxQ$Io7g>`X*YTSCwYVlJv^lA80MAJ?GAI8z;Wg<)*5o)@lYwMS zcKpG_ZN!O*o8>en?tL#XaUbHhULx)b2^hGaGG18%ZbLf^-2Mc(cUldJQx>U2|1+kN z+k{Hi{liqU<~^no^8ySd1_Vmfr7@ITB2Xgz1Q+-IQC!@Uq`05D;Np(&!NonIk9(Wp zBkt`hDutA#;{HR5TaAQ!@+%Ja2S*(4*&G~hRuXQvjX2xtB-?Z(+c_lLbQkH5bC&oh z(Ot>QUF&Y7L^rd%Hg3U2iO!Kx&CO&BmF}%5edKQ1`TICO_1N*6K-xw0J2nn$(azuR ztTcDJ7DS~}vap$|KmPxoyB`c(S9jj9329fc9NN+74vfo9n~V=9KvKg^?HyxDpr3Fz zi*Xt4BjYNqJi69-5ZiLmZniELviF%f$2R7GiFK@)Puo=mjk&#n)jxiV=V92Luq`FS7%{R&+b z+B$j({TAA}HI&{S*`1oX^X!8e+QRihpBi`&3RW{|T$R#-T@MPDyK07hW3y z)W+wHoG^gL44m<5w)&tcq%|>ErVo95Au}sZTtvp9yowXfM_~1#u_-a}AT+c`Xjo)L z1S}||g~;8fB!N$nMbw$lMA$0uA?|}lBFMV#F#r2F5#~P*c?V@Dftagnwuf>BI`z@; zim{n1yjG77Tm2{no+{t`tIX{O=m6tU0r3;S{pmz=&OIA=DtI*V#ZYwYpy@c8Re6#kaPmYsv7l_)A@FYd#b=;!t?ZG6haLT;x;wXkPLHP8jw=E%nZr3qIW1NU zXw-KTBf~Lt?~aX$pnNzA`J>sq?_fCkCGnu3X?p?^l6G$TweCFH(pP6RvON?r8ofAn zwKf2SvJ^@=&08Z^?mwdYKh+}x`74rr1t;OKgnLcBZVG(3*512YKLrxrbLCB5%K_1^ zdTp@r63m}Ax>`k_2;$m`l&W*$;UHhB@|fYGbrzPJ!_NH)J?<1UCk%xcZ9tPn$CPx(c!RqPW)3imkUzdqnX zCx02OXx+I2dG(L(x%BAsf6Jt^Qe{|+!x>cCX!q~OW}s>Nch3$Vb%RQcv7_o+eSpi_ zW`~ev2pF?`DpV{AfiHF^GmL+Pz}n(f9`h=paKy{j_(E_fydl~4CfQac*&ZR;K0~s7 zC=zG;63#XSRx{#o+mdj95VNn7TXz)AF^E=dH$M-b94$Xqe=tQyCQQ?|##p1K9O|Jg zPH%L#FiJ4sK%_NvD@E>P&MX!K*{F^J4wdF9;+SLl2@lDGAY zJEUvhip!UE1Y5yv4^A-9KA2~&7j~!J17w~=_=)E20%xP{HIZv}ps(I%MnatpP*cJk zdNV&uv`oFmGr`>keaT>E8!I+Nvpcu^v0h;UX(yQ}>1{FSl)c~GDN36K?BrYb>IA(V z?V5_0*XDNl!n|6#+!Y635K25B+fwKY_m&6HO~3brneyv8NxS^uj}v2)MlLth#dGgg zap!~jtNIf?=5tj3hsG&j@sIkr;&`+{A1C7L%BG3l4XAhKi~sl;9+YFM{aNzI2K2Gf zF+M+f71|NZdY$sa%M^w3YmE%#*`m}H`U-5O+OTblPSKZD+7PBI(K2@YD42Gv_ti<$ z2MzrSAy(-_;5k#jk()&g{!wz@pQkFqd=>9GkL|}GKh_kyXiqGhV?JzFK`}#l>@QDG zWtyQ+qX}``OipO!2UZ*2jdrNUs>emZ+5%mE=|=IrBy|)ee;Ae4ZXa>)oC1`{xIMW{By(nH|?f_zQnwg=)wy^D8DrK*W z6%>0~RIlna1HbUl9}cy%)cY#@53aB>A3jT_a!C>>L-a-a&%D8+Czs?G=gRvKQ; zZ&|%Z_N$WHnP_8Km-kBZUVQW_0pm(eH@C*CcFyn@8NUAB!dl4~i%{mYeT`(B>t;6Jluk6_Se;OsddmxOJ*?O$5K#f6cb!#O0@6{@$F~-GKPhF% zcDYAaWndW^w0p}~EM1DY?PD)TTrEZgE-PA(#229({b#s;^%a3ZI`6SJfoFlz=YI7p zV-ae4%UhQ*5dkajtIeu7M1l0@k{A8Kr=j|yRnFe&Flf$U{q&*Kz;BhaNj=jlPTW&a=6 z^^eVvU3Ns4fP*QTXzb%)$TLKn^1U+(9n{dr*PEp)+P+ioIkq`cEUXhz#Vygubw3Zo z+4vpi-^s&fg-DFmWZgE=WTBbpF_oO4n8P-Ux;oi`bDN*wt)+cmno8^=g>piBl#zo z(x7Q_r$_#^3Ttzy%2*V8&($>%?iSLhbwzunr(z4 zBf~o%UUK|5-ydW$rY+DuU0r5x$RtlYcc)itj`sS}069-bjuoxChHQJ@O{QvhAT#dW ztceO8Xw}zyPsQij5l7!gMvu03M3sN(65Y^_ju0qunZ{6(NuZ>QK#7zlh7##n3?+18 zOHe`qJ!4EIjbfNePLSdjA;mpshKqa8V_e*kdbqgRNOAv($Ho0d4HtKMCNAz4l5I_r z?cF5Xxg^_~4;HgciGpJ!+y~NdxFfT1xNkY(aJwCNnk5{R0j6b5n%shB!0#Bez^hOQ zbZ&10`$Dwgh|~ivuJmlAn4)!IwyOq(JC44T>1;&r|0r-2CN!Xsb6jIq7t0Ym_suWb zUkk>voQ2Y~XW#y`^*s-u3^&5+jLk=m&|O10@;kN63_Fm>+P555Rvl=2)Ic1kOb1HZ zaa&Mrz8y`g{}LX0+m3uHT_1)=IKy7M(3bZ)kCc9P>dLBIU4w3%cyxc;FJ<7pV7s%; zT@_tSW!+{ZZ-?AId-AB(xS(6+o0X5}I3lGGJC3d5hNx*ht1qR;y8ykL|GDazz9UR{ zeQNOOj{|nizCWD~zY1s~5F=L;XA;Z)1js*Yay^b4%w zSO%|e_y~4;3xhhJ=HDa1->4PKjrD9aIN^^GKj)Oh720Vlx~~}fbsM;-^s}?l-pzHD zNpv1i+xFj&WT5@1oBcp5EcmNh=C^0U>l3@HkxVBnq@0Fd<1xrG^;U>Hehj8(>#OoUJO*z<+}(t@k1P^54Y>Ca;GQGEeU$(=9|mp; zxDn#kB*ZNwj;SP_P|5a1DxpEiBrk>%CITh>1WGm$D0xeuWL*V@l6q3ymq~FeFBUhg zx0mJM-X2@(ZQA?p#-zAANpbs-;+`YLeUOA(nS}epVz_D9Rw3E$BiU9Z*%l(%4k6io zNwR(Jfa=?D@iwsXIlH&wW(<^A+z;DFaqk4LH}oTW&iBCRn#sQ`*B^sw>73)$myf|x z^pfRG`e8USbjx^f(=gCkO@B4tJq)1_()d5EqkSn_KI0|B*UjjC&DA(RT|IO^NIiQ? zgg$CG!!jZiYk|U(Mo)_yA4Q=z_Fs@s(m{=SZo3QAR8VBW@N%2=;^?gC-!#h4?=|RD z=#^ReLI+^pvd-=SelKAgaBN8x8v*6`k=3+66x-q2oF4&(*m|{ier{xuP;8;q*hh zX`%pCmc2T&?sOI^Q)Hq{&OtI-_Pg8lB}W8`{<*BIdu=z`Vn=U%zt#t=LmBvcX@4=4 z;}nLIkL80GTj`3MRaYVN1*e$o?+UnhAZs6IVJVz4^?4PVR|E@uEd?=e^5I}|tn0gA z10=b5tLmoMmGJd}Ox&D=xVzghal5_2#Le1(iQA!w;P_p(thLW<^7)q|4!cg)I7NLYj&Xc*AO1zsem6#AJ@y*3lVq1layGAl>skmcG zaB+79;^H<=#>E|Q2^V+P7hK%xq`3J5ad8KeY@a3BMvK{|(866u!W~b-9Y(@EO2WNQ zABS7N2#34<{o&I=%Ql1Z{8vF;=3(j>Ra`Ug)Gunt`2cn5W_l#~I?X1cZ!MZ(-jow_ zi4*C!tlM#1X*r@hyjrw_?J{++(Tk_)^m5qf5^{v%nP7r$KwaN3?WvYlMv+*(D@w3R za?2a8U3=gkdyJ3Gn>}zVm}f;~>PE0FsQK(}uolJtzG=9bb2Ex|zgq|lY>21vZ7A1w z7s%5+FE+~|kM5ZEE^J}ZMiW`(+6=rJNTk1EtJHOERGpEwQyu_K$nK4gFx`ntvo})u zX0@4+)Pa4K;nS;t(QNB+9Ti{Hz+bHVN<|*_eAV0A=VbsMH7{)qP4$68c*S-9`zBEP zN4nE|g+8P{-CGx^rv`6!=HB|ZTn1($Wlp)5tOe2P6YI8=|D<-z(XUykyrc9oIyW;l zXjEzAul8-SX^)ijyn?j(i-we@wE4I0e0{x3iM>mP>b$&KDf>pXqRz!=C5sCct6gOb z{u}O;KLSW0r3S6j|1&wY#Sf}f!vAeL9}mp?H1p|E90)s$tj}=01V=T#eB^(b1c?n^ zb?P(G;PamP)nQvGJW%|zA=%vzrf8~U(Ugo4Q!+(N$u(k1JSDLy$swjB4x17R${?zQ zg$=8c4YWDAxF&tbn)D%SvR?qNNp`X(mytE8Mb;$m7rZ9dhT%2&ght$p!2Rns2JRLD z+>HddC6<7jk_aY*xEDTQ;*KH2eU%V*5sgX~p+w^!h7wh83?(zmFqC9kU?`Doz)+(6 z3`5B@fs(0>7)kxiF3B!B?khKk88v|J@z2ob`?QnQnKrs!yA zkODsbe%5jI|NTh3(rcBgjN2jFy|I$ZKNLN)gPVp!|Qi>c( zmR;OFn2#Q)I-Qj6$v}AyrJ=V}!V$5#pZV#>D+V0~2>6 zA?|f&zbyebHvw*W0wodzO5_)zghHc|C_*Jbs6>iTNduvh8;VRzP$EpAM28gj1S#&< zq_`VMac_Bmi~G(+T- z+ikLUDcizpakeWgSDd;K+z3DBZ8jgYi$Xney!S6X%RnW;ydhbcsVJjYH8sB>9nsC1 za(aeFqr0EYSME~wN6IQGl+S&^vWUB*lC5z32>2$8HL97kBR|Ije}ZmC!TY^EeaaSj zz#A|Z2b?)DG!`sz?R7Eew|sirNc-oBn70#K$C6>-+}P+K?NSL9TPc1YZ#Qs`VrS6Q zJ%D=FKK$0}$3uHrO|~MdUIgUWB&&b33j%e=mJcqkw}Q)hey^vqf@?wgp3wLygTG2o z!}px;bbF@s;K;A4$S41Ig?4WSS5#X@7g{MOoRB9&fqQ+L=9(L?nN|YZuKBOmY$ybO71(CTmH&T=+m$Hpr$lkP5ykzJDDEPn zxSwFfO+h{X36y9PC@CUPQb3?YVje@uhG!T` zS_qW1gkUIH>}|?oafguNK0u1wjuf{vDefs!+|#7EpONC8BgOq+wyjCF-;r!{l5F>q zY%7s$KPTCKc5aNa6z&8PZo9(!iODN^A<#bX^XaK`sPW_HLt7^cPypTX^}3dYh$Dda z@?FUqr1a>wURHMnV$N2oE*L3Bk8BMt1SaOA7nXXOwzslSwuob+m7E?d4_Z&y`Hem~zlk8{Hx}gl<|#S9@qLPqZ#LuO8wxTZ z=Qn%E`AsZw+z*N4_9l*-LL7G;aopdQW5w-96!$1m+$=MTuC%wGtq!__E?qV`C?T<*ZTjek{qH+o*7|N@`Q>_i99hSM~Ep= zCu>rGtjW)dYm!2nlV|>aa}uw~?PN`EBWqHVtVv@++zW)bMPe{<8xZ0SB*cAB8v{4n zO$^*REf}~HT`_RG(x8O0NF`r1F_mx;Dj6nJVos<;aT|sb7Xl@(5;2sRdtxYYB*ooK ziu))jZdp>?t)#e}*W=#iAiYfu+e29@ZYw=p+!sl>*N|{)kZ^O6a33MzPG7*;zDlzF z#vf-pf@GV{^Ru*?z@QS{OO~nk>{V2{lfjm>H*%?T!Xuflu2<9Uov-?J;Y(JOKiM<(cK;l@)*88P!<)hI|idPA&==h%PAy5o~qwDhyOc#QjMNe+oPyuj- zahR{nsfTtq%FGn|F=Y8M|M;w2G@9cnIk|FmJgS`yQu(ZvjRaP8i<-DyM(IDxyXr4x zQBW(_y|Bj5nW&vnLODAy6Qwmdt{MK}jHWhUo>+I?9Z{0XWF9!Q`)bt@ zc%OWD?b$66sO5rR2Q%LV@MP{}SuaJ&0$%QvO|2Z6pw{>+$gDIS7C><{lXhQn$KcCo z8|O68(3z9#tExdeZ>=$DEI0=26|+g%zf$2s;lMBpn*nh5$t}A^e;O`p`F#v~d=40D zBCHrRgY zp9#}_iCuj+%fRp%D{`|e1^(Gxe{V3Az@b}h!-L&LFt%B({Xsz?bQf27Yq*|7$qs%i z8~#Ybz+qKy9&bJP;GH?5zQqudPw}cero9X}nxBZ)^VtHAseJH>Ggjag{ah@6r8&5s zi2V@x^(cG|HyxyWJlYB(z8B}0-3&w%3WW;>%NIYw^L_14rb{SnPS$#ob^(=`^mn#b z-}6zMn>0f#Yc9%R*&Q}-_y?N0|G71D6cOjN{g|Io! zF;MhFG4KoR)@m%SgI&{11D4j;Kq^(?-(%IQuqDcfQak#-9I9MdIy_p7LG+4YVPbVJ zFm2W^NL~m*BWb7V14eR@IYmO_*j}0(yBmMvHp?|sEF!hrJGUCy4DcFy2v^bm3~+Vm zwpE~Yv5}&Vu4Sm?refcQFh>|TJ6W`yb`yVi!jUzxWy;7=%S544Rt5PgWCo=?Ka6S( z_`@YrhYlk9H>-8}&DD@bJHt%dQzb<0mr0day9bd=hC<$M*Ku_Ah8FFo4l;r1NT*g` zt#!Q%=nrPDNtpD2*9ES(>RQggd{|S*3m@7Atn+FrTRAA805NGVU#@q28h;7&V`fb9VNW?+f|81!!I?R~-=+7oE)bxF)#`QEW)bp(1 zH{%r(sM(R;(dlpur5{`MwOiH(-M{zSV6xE&bT?bR;L)Zyfq%?RbAw7}upe!>B3|VJ z(hua0)T`0XEP2utH=H{L>T>ZNPUqcW2V3jl-`QYv=YBztC;joN( zp@VjEZWh0A^bp$Gdo=99cXi}A%)`H0N*yWZ?aEx!uZdjf@P&fUM%;td^r70V?Re4y0*czIil4>SucsOJyR zUc{$rO&_|n174_!oX!^73C~Ymyj-}C3yHPgV3zRUMolVG(t6I@kXXP^<0rC$NMDhT zPCT0*$wdE}F5JU|wl{~2e~90JS_jicDSm^#=;vLJ{u$cPXW!I)fsUOiXoi0IZ1;e=s!c z2O~wh)Ogu^LG!~i<%TjZ=+M{}xZA-U4jD!_GbHk%+H3s5^_^RhaGm~n*ApCYV9h|T za~TKl^?m*oue=c||MK&ge#>45?tQ!7HdU;KyH#8Bn@d=LQNQ@FCfol#5zMf44O6Io zG0fyOz1x2>2$IdNDGygPqstMp{SE^KU|wH)Uj9TKl(}`=Ik41&-WT;O_SAaV;dR)i znY#g6GWT!!oY?@p%(%GSPU7OWA;n!liu()GVsU3d@&?@7gAGf)O@T&I+|i`C?~rg) zNx0AdPq>Aa!tDeHNwzgewuMQye~@hZa5?n0s9!{iuOdudMEan?%O~CplvTpIg2<%1 zYiJ)5x!R*|vXN4Z+y?4Hmpc}tvk%5fA59gb&M4D^ug{gBWiJKB@2)IGb=4EWm*z^L z`*u$I&^p?Cq*Tp-{DNX6vcsD7NqZ=y_zWj+g%sFxPSEMc(-b&_9Bd|TB*XT8uIAe< z3Gi5pec0dXJbc{ySm+gd32fwg!rmO?2HKZ`Oe-kDEog;y7bmZGAy}jp+awCq19Mc? zhc;9XyYnhmoHS^FYN1c`!=nw5rY87wvrQvBdF;he?PLcv&klG*`ST-b+e|mPl7nza zxba@Glo7h;(er!0*%oDW-bIqOR*2g6?ZnS8bEL3;T37joDN(!~+Uf zZYk{{w^f$(0d`>Qb;qzQEFSGl&2Qn*%Yq9bX`b4DOJPKb?Q`hEBKYjG-^^$zAI_eB zTrkX^11&EG671J!z|GM2kLXMrpp$PGN4U-4?I zrz2er4pD{ug;4cZC0@Qd?$({P*Tu?q2v&Ol6zM$ zlq}rAQ1bL3hLXxFOHe`qVL~NL0hmgT%H!f@CdI8tirYdQ7k5}NE^aPT+$w#zxGhF; zagSWa#l5WtXIuCV&Ndgq+5RSqvpwRym~Gl;ecU5)xXVbmLx*sx5VQYJO*7wQt)u4@!PLeBP;&6O>n}CJPMzpr<+r-AyiR0Mz~#v!;SZ15OwadUpuL;-vQxOk z+Y&W}n#^YouR#4jo^zJliXa)atG`!y??8OMm9R%f4((pp<~z-H5FHn5E?su!DDqS9 zR;KhwwIGo}udmJjjsvT5ziXyXV_Z?McOpE0~72WAjrOsQB>2*?h#|GL}+Z!VH*K$`Qp~RM1#!er&|6141 z&LtM*UQ_+zC!33|z1o(ySEU3EK3Y!6Q4^>{{-utxhm)_Ov)0dlW~z6g8DHVoYDpo$ zRpBKaFjNkHIj^i`eygAywKa@h%VXd&e|LFTKkckD`hIi{Yd*-T8u{M$Edp`T8gAA0 z68JoGLbLIp6Vj0S5|#T-5M(@={T~heP{=cf~&_> zpL9WBx!&)@?L)vGThhD3a|k^Dbvsv74M9_EIr5zx0)uh?*osY$p^p$ZS1%^+zD44u z0rwXI+}{Xrn-Jg@z`#ub9YWmWgt*5Dm8>OHlD0@CG$_d;Q1b5vh7wHzC1nIkA_YsDCupVrQW9012-w|gQU1`lH#r;#r#r83z2_&C97Z(A>?XPBcvr8g> zr_QzpF&kt&)_T!g_jPEf*GY)~Y%K8QKrz_y^M#&pDgh?jcgH^*sDo&>G4l}j8j$(g zFTJ6%5_Z1sR4Aqu_GON|YkAKLVD{9IT++e_WDf~hi@u9Qyh)DbY^&(Ne>!uhIK`WQm-H-l^`*)52JH;$qhbFdLPYzqas%={4_m1zHbGRB&u#AH29RMD z5GfL@13t0!zx##)(8flNy$9@t;feJAZBJqiVMfVGiOtLq47v_l=T%sNP!4}hUVEzv zME>BlI@)6h^iv05N>>MpSz*0rq{e?glEEKu^h7sDz~I=A>k*rk(9ECT;eUFp&_4R8 z=f6d5k@(9-F_A|eNM&W~h<>Iknqu=m9B|ngwa-cZz1!}9u8v1Ny-WLlhO-2($sT*W zCR=szntbPj*W{&Oye4lH;58XywzMWGa5e_dNrjVmPVT>fiTeT}?wk-z-2b{UaYt%k z;*JZ%#4ULM6L)?xChkKwF>#v_DB1cFLy4U=hLV5VF_iSWFG2~$7In8{D*4!osU(pm64rcN+?!Y9;yz1?`??`6?iDw1ajU(lS}N`&C0yJSpK)=o-ieDlfn<9R$@baB zY*T3AHYMRcPQqPJ!p%&=txdw+MZzr*$j017`xJnFRa{ozi&?6EIT!a=vvtVlN>EKH z|9T|(c7k_X$`+JY-EFmfh7X14p3TpZ;708y_zKs(TZfdjnl~v0aiW5k-)>RVk5LdZ z^m{)iqyiUGqt$m^GNWBgV&UmoY7Va|I5pm$afa!#mVMGm_Mlo|uglPD1)uNd>}~pP z48B7mA+@*lA)zvVL25-jNL6dH^vdWX2NCTZ>mrV!3V>GSG*|RwU*<3OnB$15IP6?j zYIb|RP7_9sg&g|%&H=WE zQbQ}MoZ!&Iaer+Ye-P82DX4AnfxbtRr|MEYz&7OH_t-%f&`OWVexv08cZ{rJdVRK| zdY(s0W%-|!%oH9l?dxTP9kNWWeO8R{`~!u3D4hc+v;3h&t5TQ4^4dqIZ&uI)DtfJa zt7ul~X;Wlj)z|-f0qgtG4_VQzw~@woVbSJyk)ZPGoj|!k5wIq2Z{oHohNRf%55HO0 zLQ2uP^EGPK@Pg;o`7YfGklfA1J^r*9d|v-21)D7i)}?#13tBfTBB*xM9Zal4S>W+%m+Op05L6t^NN?rKup%W2_W z%yz61&h~eb?L3n0b(J{VCgnKW!G$>6&iy#s%Z72b8|B#KC{q)iz+-VrYURx+BrMGt z@>3%ZHJ5xhoIa3;-d2Yz%PUl%Erk!JujUn@_V@tqsmxrYI6!}8UHB#BB^++hJei1Q ztcqW(+4K-iyx05w#D@08%^MZZ`01+QqF;!LwQx1O>GC*w5}IM>%}v(=XX~K(e*KBr zo~vN}tO7MF zUhbQ^+lbB%rKfo@)*-io@@Tm&)#wVRmj310GGulmbv`S#5ZQ|NeQEqA{FYM*y~Rs|7W*M5;m+C4IF_MP_Q|DIu(_jb(Oy-T8FGFj(Z3z)uSAv5^43*9Vlb^Q04S= z8+!G3qOj>mGaA2g=aa*(2BcnHa(si|HN+`{HDEE(fZRj_iV_VdK{TKO(SYh$15!Xd z%4kUg))NgF|39jvkEjv_qDrPNV^tDFR7omPB^SoGFPV~?#FQkFHEFaBuSo;4Ccmu2 zYx2<2nxr(M?PN}FBXcskTybel`jRy%K!|&_4<>FULfpU7FmWG$fruMxc8HAXOeKgC*hVR;ch44w*PW; zDcd3>+l})_?ax}gg5p!_7796w(N~4%ui<kd)v8|!M+J9q~e77 z%bKBE|3g*eL^qg)%biZL?1UGpY_Y!-sF2R|gj=2Vzw7D>(@B%7gFRCI8$LY$4A8*LI}h7+r9g= z;IGg=r|2&#|KXO;-}K@8Fo?D*g>`$V(w^8FqBmXbSOpz2uaZi+Ye2Afzud&nR-o30 z**bo221BOe^3WZ$FGl6LZhmyR9_GiaPsbdrh5bZvzvIV>dzvWj0HU~W6U9AD6n7|A z+!Q209Jdg0+$V_!bR-(^VJ+5x(nJHUB^q$<9M*t$i3XG>8nA(Az&UnoN`4YkQb0_} zPGU+DmrM!m192uql_(HZ@{FjG1foh<$eP^hkJn^tIbM@D2Jo7sDB(59y$P?$mh*T` zcBtSr*(`$B4=?P^i+*A_ovKp&ix%pA}rC$>>QgR86zH!{|Fj$95 z**E5IY-~Ww|9Q6Tvbl-0=C~#|Z0JBd3AXXxkK51{$(;t0_R8}07Z*&d(skB!g@p82Aw93#|QX{w#%Z)` z9;`~_uV7QMg_x3_E!dO@6H~H|tVu4iCI=SRB!xC7r^uYtAajyG2d~L6vL^pb;x$=7 z)}${X?g(B?+{}cyV`VUL-=4 zbR4@5pOcxPDhJpZI-U4MRZie%)B2V&L#5L@W6e7FmP!|pd+c@c3o4y@S$+2NNB{4+ z``5-#3GUbXkaJ$hjU4e%5PNlVjD1Z$T#9-)U!zt8?X2muCc+@a`+nD(XqPAzxf&n6mAAZiK{wT^o`yzXrGE6+sz)M-b zAKE@hf$siQy~~DR9NzU@Dc2aJeWxeXqn+W}_`SF8y3X(r9wu&{ae^irrj%vAPH^>f ziATT??P9|DQ0=Fmvyj^4=C?X;t>C>yy#4f^RP>;ZXU$?j(B#ue1&539XF&yeSwMelpYF?>Yy3Ljyl=i`+$g zc6XO)uJQv_0|o0DN^w5it8D*P@w*6;RQ4XSIbIK6${oBlUetlwl*igh8bTo7>bN&y zwQw)A)B8^MHOQ^Vih0H#+6139iu+kmwa-+dZ zJygII|C1R-!8(b#TdE(^U{}>CruB#Ofnoo#G*nm*3+)m~W180?-2GeYVTESk6;Gnb ziJWPHKK@m|9`fD*8-6{fQKl}~xw=d(mf;NAXcoxJl^chW*R<#HiCsdn3)=@i)KntN z<`LDGLDgt|Ykc5pxQ2EpTr2otU5kv=k2*DOu0w5?u5XvS?gJH%sX~ACcO!`}|7ryV zWsu_wUgaNORgvhx3ZZgMQ&h5&KYvsBpapt89m{Zk$O^rhCU0}ra zjF&f>Vf(gWAS)cs`b=Bgo76zdAUFQq30>qh-dxlbPrCz+O`3bwb)QM_KKZ9AU%THEJmrY|)n7wyW3IA3>}V+J=XjWuY@iL*68h zatOGlAN^6%)B|?c)Hf^q4B@0TYiPC9QIJUVyi6T4f!6-{;7aBbFwh%4uSmO`O=h3y zuMAluP!E=O7y~6_W6JF^>v04X&4i!R(l;%u`)+L7wI>Yr{w;UWAyv-rq1M|G#YAY=eK5-MvuN#9gj1YLWgFYMJZp(B2nBAFOT#; zvFPKzOq~Q#AJ}`@sp}B!3wx1F`=`!Vg+bSzgEwcshr((1wHGqDLt$IuKf2`tA@J#K zKM&e=7Dfy$3|M*Cn1ur#DwV{`MvgeY?n2&$HGSLVi!J z?8yrNMrO4wf#wmwbo2PjdvC(Qet-9T_9p^%D-TAOC>5f;J@v_dnd^YTLfC}$l?$vNynQkLU_RU_Jf@$Q_(ICtYp_+a;rdiYZ4L z&`uX66-L2C(5jJ~nRP1w>n_7vk=Kf#Nb>sU-kB1Rt6nJZ7Agnr?B|EmH7lX~z|(?E z+WSr`ML$@C&x@cnuU;!{(6s~BwXsw6?N+FL__`L_;DwI2Za6Nn(F?I;J)m5^>xmL2 zCSpSNc%mMOM<46#Jdomz_c0WPzl~_U(cPf+StsDfJ)XPgeqBYIFBF;cov8wWgV{49 zv#sD8Zb@f*>-Jo4dw|zLTsu|K!HWhl(UdX>^P7PRi(*?g$HW!AJMxZRc zOZ%Q1wZeW6v$rdnTTuHq-Uq*o?jWZZYigScZllqiY)0ZWw@^G&CZ$5)d@u4kb81bL zTo1bOFhkcvx*1&zZF)1*6a)bSlAh__Y&=2U z|I4kdqo+VrjsJs6no%GKO>;SwjvR+F^F-Dee}7PI`|0^Y-1om9$;&H$bt2yMKuYwo zpO#z0p-cGj=fTxwaIk=}(L1RcRk+6S32yH|hMb(IOzb+*4Zatw_fOtL<1S4}<1Sq& zlGFG+y;L{qB~ao|phTHK$qxc0mI)Y2E{kF)>3*^VB@{Td1yf1=4@@O%25@l?lH%S^ zihI>5T--lQaBrR&vp*JW zufEVU^iBcO+kRgjt-T1ES81mN?rET0FU@uPdJ+_;JTGrf?S))z%IDMd{&34T0R>Si z%D`;RofDt$RU^Mli&gWw9Y~jF^Qzw|ohUn?q0X=FCR(`CRPnsB3!N?9s9tos8(Fh- zDc5cfgs1T*A3APQLdX2<1lf9>Q7y&eA^RUqP#b?G(%GpGMX{G6=2z|qmtEzbZ@Y@3 z{6D-#mKKN6)BW53Y8sfK%>iHSy{SznAu|w;=Kb=T~b0br3jar4!=*)ArUA_u#XlFKD{V@pH7LIpy*)ou( zSM^hds7}Ncab!*0ky6lCGp^}sssPT-0dy+s&x4!r{>!$jve8z)V2aen_1DlfNFL-C zYC$Q{RdEO7ZlgPuXTv)u;$d&Tg+sDni*v``OceU`Io&6^JQO<~yd`*B1S)kG zZ*VR>5B&$_^1HX^Lp6wSo=d6(uJ(XE(Jql_p6^f0W~9;L9;{k+%4Lm|0ciSH5)s`X=~w_g)(S zZzhg6Yvdn-6d`UoLfl4+#7zV4X9T!&32@I7;699jn?lP9Chj3Z+|z_g@(7g(FH#8& zN=gWnuoEa@B~TJUpoEJ+$#nuH&q#6KBgMUCvAAiytxtN}da1W*@0NIx;=VzO+lUmm zFDdRk67Dn-?(W5K)3WVEvK>gW?Le|kCD|6O!r3k)*SbwGOng65rKC7unyGjZvO7RQIM zb&Z>ANb4nF`MvStlW8U7SoT4l?;!0j$BQ3DlQX{PaJ13$0q0O;*w5#=vz>OQ?ZrE7 zC+S1b_5Y8p_m1c4|NsA0B9T$iG(t#ArJ``Bh*ToIBvFb`vR6yTEEL&fkF1ap$$S_g z8Cl6JDx;#Lp;G*wJRZD1e1HA(yf~L<=jlA$9=CJ7-5$?#j(Y4>%hNZIFvqga!qDsJ z+IJ>#>hXWQ=y{H-#vzHjP_pm$!$Ua*u)styChcA^h~IZA)G~Yl`LCt#s@m0pvYW-) zC#Kb)m#}H+Y0WCg8-4ViQ>K#kg(g|e?M~kyJhk2PiF6oBux9=*m-jhJkSS3TJ5YxT z-BajnvpUhJsL7B4T?aZK^LvxHcpG|4J)?|VPrgF3Pm}w%U3rOqxD`$e>kOdQPgaRH z{k&=4EDhitzKZQ7HkkL>;h+hs zeG@Xup<#h?$6AJcY8=oXH`Q)t5eKCE>nxo|+YR*VKu$1=j6G@*dqU57^BS!Q$7!;T zq{;L=oF)%{z-h9Hq{$`rI8AoqG)X}ciIay&oYdTiiTn2vOx)cUFmd;lW8&6~#l+3n ziHVzS4<_!Fg_yYECnj!w0wrz)N_zU1~#H#EAbhkYWQ? zdf9sMoQX-ZVi;ihCuJ8nvrgrNiolmrtfF`*gvq;KaC-%gzLZHi{xqnEI83lQT@CdMsIj9ZHscP24zA)2@+ zwVgqRZNt*|c$3Row4v|Q?2cTu$em(4PHkh9~r!A~g1sP&{d*1Ta0QbU_dl`wf z@aRP))$6*V4m_Msn0fiv!c(=x-hhBsDCQWw(tSP%ee9P#BpMxqT7%R$?z^NSeecab zFVohyvv(va-nA)1Le9BzhL4`2=l^97S?n)I9QQQ_t0c;4)rIcr@nQ!MI)0YxnzSl1 zZN<0D@wjO0 zPcAb=t}5Y7{Uge?;~RWl$-0;8`2)0G;-vunt}2unP?KZ1wH8g}z2{jS*MZizz^R@; zZD@x~db0nXR#c2SlFdz8P-v32KzC>}iX}B*6{!J>NDb&gYCu&|1Im`*8ZZynfE4WC z>@!sZz9lta4XH}bld5F=Hm*wiNL6A@s*>HLDmg)_lB4s3rFJJ1E=!_=PToSi7|t^4M^i5;}t3^9D)`MM8{uHAdKRWlBjl_}p*Ihz6dHIuf= zTI7S^nwxJ8W$M9Nkhig!vk^9hz1b$ZzX=RgP2(OnG(nJeD#xnECSVZa$XxyGE-F|g z9aa2H2lQW@dU5xv0#vT_fBGOx7uNJ-jRicmgH`1`Z7Yuay9SSzyY#N4zX6*@_7A$t z-+(hLOyy=`_S0vQ6Aq#e)5rRe@wF;Hx|@;U8KZ7pLqni2=n zl$cL7B@}{5#wec#{F&-Yx^nD zc6BM%_QVOSZC0XfBcg2qqHR4@Q))`w0Yuyv8RhiyFTR0)@74r*Zwx`7_vvs&jU=FY z0lr(;6El(MkEn6po=XR@cNC!cf5Yn z_6D!tY;DBrHwPBuA1I&j@zdMSKPs* z;*KX3_ZL!e%aIz8pVWZWqy}71YCyfI8j!jQ|Lw;$;89Wo){q+T9H{|cAzYR8k*Y+T zR3-i0xGK^7j;j*$GTf9{lBUFfG$mS&xG8x`(&TZHCRrxaBt?spoFqaa%mZ#J#@?6Zf%94BV_QFmS&oz+Fjzntx&^(ieC!O!A=3Ynrsfi$qguOJ$G^(Z83*q_=rRvExbke>x$)65M0fLybdL$7T1KJlYjhi++0x!-*uIWjSKtoVGTyt3#T+!D&P_3T@J*kV`eQ4k3`qg!- zR^B)fbqmdp^9)ph;*)&5`gffnIDSa@U!*I1FTK;sxYG}gS?c@0z3vT9l+>l3FSt#C z_rrDj;-Xz3z4C|io}O#4dA0K4i7hH9aNftb;@=j?GC9yBF-igcR=pc#zIzxJdpef2 zwVj4<%d1wl-K0I`?HbG2R&Uyqq_aD3iDgLvq8^|<^Bl;Qwa6A zoc!v|d^C{hR#srDi0-Dn*cA3b8A&Vn+H^&0B8t;D?|$fiNI1@=Mec(d8eyv}H&Q%= z)biHSt!k1(pEoQWr1&_VqJ(c+8s8Fhp-IS4rZtLo@1C|UWqsN=5r!HR-%7np0~uNM zk><52V8JvYHvA+3Oe>#w8Fa?L(TsV4r_O`|r-D#`WqAWk6e&y$Ok6^3m)@)?6iTLD zNmlZ^QZV=PeM96_olw(+JZ#H($xI> zM`bD6f7iKBMqQhB%K!&y=8s{J8@uT8F4rjdx9Vq5k?2E+-kEj3(%}IluAo2jL?|9g z5)POyla2=M%^weJZ483K$Ay{kn?sOvq0Y~D_DZ1oV@bsyE*ogcP`P91WeXFjJyrrf z&XASLv&r&coC7GTH3)o3xdtl?MGUT-wgunL`aV^Qnbi_zf5ZE9%WlEWyTvpC3Ow^^09*1T-S>FY(HG%$D318zw z9dKKLwQWzdy@zN!g=jnL4%T)Z(Y6-WHU)pOu((x;xOdH8bTj^uEiw@D-yXUCI+%Lx z<78puLUie)@4nUvpo?ofFRH%ZgRattWab}|Lyf1ioZp%%Ak7>rw`a`(M;jf}AU2}m7IxLZOAa7^~5^j54v|UXUv7BsJs%A+^pmo|^Jy$YzqAPEE zTKCa!M+*OfRtr5BMQ;Pw-Fu+Ii*~K^ZI2%^hqfFUd;QD0NY7!2Wpx4%{7qYEnGq|9 z4j_FKg9drDV`V_T^?p_4ZNm_LJ3<2~?1{-0KBqT4~--KxiD9QYjzbKO6*_b{)wh85QwhmG`J_g7?Q$&7f?;Ug*^6AbrYJ*|G z{GwQ-5A)<}Gef)VU`c%DP4UvJz$mH6`}DLum~G^L<{D4I%hS)PyOj{lGpc z+K4$YteGbVetUTYmR6`jBpVN^tu#}ml~ZmxJmW`!PVAN#!zUHmmHh5eoez#oCzI|r zmVyMeC*YrOiT_6LY3Pq!YO~&u|@d? zpi%K9e&diWNSs4942d>slV<;*yP)YW%hn+@ph*_4j@5 zjeG!0kn-MU+J&!d2?4h_?@)H=roNTbjW`Ds(RQcbj8?93o?j80U*Lh38L(dJsK1Ls zMPDxn|Ck7?cgnMF7gvPT7Jeg`@If(5zPy|6?*;ew9S54P>YxG^LnBE8YjnMqH?J_w z5xw60bK>n!cXYzJ=F4Y89~8TxwESKB6VPQmE-%7*6l~f23*xEXB*fa(x*;y=EZVW9 zK0{em5B&_>x#;_n6{t&dB+}ukKD=gFW82PU3rbuu&3`=|f#*KkJL}5hh;LBh&CUya z=oiz^rps5(f%{-#UFoPo8a^W3j`XDDLY-^gL-JUvO|byD9LbXCDwsn`uy?99P>xh2zu zKAM={eX#23jz@mqHZFL5G7o7#z1y^dc5R6z!_ffqvSJjVR^GYhZYdfLFg4q)_7vSy z#!zyUK*>*U3?)lPFqFI`P?A8PWE?{Yg&ch_l?c^hDiI{c-9?OBjTraKRBYV83$bxu zU4f0e#u^*9t0Xq=RASslMB7c`SliEtw)+{ewng4eYMatQeau+gjWt-@ONqD_6LGtl z8K2uaAEA}knXlg#GeX@p!;UTD_Q+bC&v6Ixf$dRt`@at+!LQ~3ZuVd4KtJ%KHZLm+ zL_C=eCynR8_deg~l9W8~{p`rqtp6M~lrXk<+R`4gF`p7(rxyCa#K5Wbu0P@tcOgT) zgL59LT6rU0Zc`C5SmvIRI!wEzf1t#sx~ftXY?q?kNV~J3=utYB`8>v`WN@^0_{etT zIN!BkZI~wdxSMO)>4_5{xOG$~5{%*R1HTjDS|-4Li7{w=qbXdDjV|*FHvwDOGQG}3 zV;FOCOrjQT%!7_CN(Sz~U0^qZT9u1_GQ_(@6+MqhMO~_NTlDN{#c!Sc?~rjkRtRd zH_F!9C?72eiM0P7a2}*Ga#$7ljsy4n;?vSrcEF%IaY~fu22$l~;xGK>h6eq4Hag~? zcSalO4pjJUxrXxo@~6MZH$_r)4(Emyk4(pR>zFpJXS9dBTJ7GI(7fOdSUj#cwlgjf zma%+OpC18>S8uJo7Gx^3l9sdbz0@vRE@Oo*F} z5O>`qanpeNGXd_nIl!%gftvy##C@6&_cKBzTL_gL)uK@e4NBw)lq?`nqDG)Znn1~M z0ws+-7)siRaid1 z54n4k-x#p$M$AF)9{UK=0<_Q=) zT7fQ&ikg2-sX=jpX?11GU!%{DSxa9@y+OOIynlDGbt4o180t-%b~h@@FZMTe=|+re z-K$)E`%zef@LKMTci=<8_-aY(C%|p`Rii!;K`q~rb2j<)Frc9F=B#rAXt$hM9xT!b zvAcM>jwd$4{7}IaWpqt&YQD%nmxbB1=L)UoIy#~c+B~EOT@SvFJj})kH*FwEQ5_(nrQnT(Kg4V zwkevp2HHb_Ss{SK2PR-MgrmZ_N_htIWV>;49*0 z#10O;0SsE7dBCBIFD*844bTnN7TW5V7nvt&*Qx2aL;RpuB)&Wc!#f=cb1)23i+8c zY&z-y&UWSByFXonWT;PNmqUfly#5A=K2V&^dCzII^SQr( z(_3BWSEFw;JVSdN$u_?EgT0c-Xqdj4xm60yTR#5Z?*4=5tR2rlPeaB5wDiIEPT>># zk<_C5RhAzC{V`8L?^GnG&m=Zk>+9Cq_9N<2yG722Fo^Z%3uW_t0{cz;-IZ(*Z29%4 zC(pbdqU0WCYA$F1Z#nr5FU=ZY&&xACSF#%5?zMa0{OTLvpy<-U$)-f&J8nvpg>h4| zs~tBbL5;X6=_F0bFm6gHcuuO4LQ<9Ne%(4anI<2QG)c+gH2ImNNkft*kB~IEZcdu4 zC22Cv$VOrkxYrWk&L+U!(}ICJ?Lfm@@aSIdTrYOgxNhnDnP;!_+ z$wdMsNk=i1Fw|fuS?h_RBvlDRiR3#BC8jjvp7d=~;@f$XzD?1Ln~4~=8ZmAqV%!eI zxc}&2QWU;MW^bCx|wA+vLJ%#)JIgcrY z5@@{N#X#N913!lazaJbMg2A-TC7-+O(9pB~_u4zlQS@Wp`ETi}kY^C}L)7UN5>{-g zIj`~(DIEIgIqcMkZZ=({mao25hbE4{dX{Zgi7aedzqWpVjXeJS+vfI8AMV{VmSFdI z4C6YSffW&XAacT~>KS7d^vj4IjfkoM$;8tln{Jjt{po)SA$bTEe@q{Bh{}OssqKX~ zJ+je3^TJX0#50h@8UMgO)f+^cZ^vvu?F+0MwtY0vjDoE_JUVp8ZNi}J2tT8^STL+; z5MEcXz#sHBn??iI* z592Ph#J5T!?#656!1jQLQh9?sT3avVzIub`d-#0Muymu7qz3dtxCY#4f@?tT6kG!a zkQ&fv5Z8cra1BTypQ}r!YQSft2Bf~=s>EfwDtU&h5}j^bl{_O=NdT!zmbBrj#E#x$ zswr_IO^M=5oF*TUH2IdK$+dTJn*1g>nI@?m^oPXBL=q=Ur9`LFWC%%<$^w|Uw-MrA zbQKeK5Fzf6OibMRBAB>kL@;sdbec^8_cuih+_eNsP7x>(nuHRHMkSXCm1Gbq8JR;R zM*cBVQ1XO8i6$}b!VGNOCx~$u5aUiJ#(j<$_hn+-Nq!nrzMXa#`?ftz+tj4EcN1}U z5pjDFabG3kUP;8ghlty%>Ee{OzYuNr(*00f{_{6-DZcpikh%*zdyx92=XoO(*>O}O z+I^8^){pjhx4s8D4rvB{%bR5q`k!EN z>Pfw}FblLf!r|t-(K58(ZEQq2xDxqX7Bbi*)`HrUR}_WkJed50*K;85BCZq~iWWD()+*amCHM3s>B0R!&vi6!0eEj(do7+^Z6B4JiB@*MNs3aSa$p zYCz`#TmvrIjB7wMQUkV=8t^Kq0Uul8ro@0WC4!_WS(SjBlKwxFO$n6<6V} z^^b8?B2221MZ7poE+%Pm6-kr6BuyUg!f8@f9;Zp#m+q$0q*N77lXW>bO|lcSu1WGapl=KlO zF(FX$EC54^9L=|>N#ouCYBElq`qdLW6M=-coQ$9(i)Rx&Q_lTef^P%z|4I>-i!bvrt?%Q}a6y zZP5Roxk@$lE{u2&@EJMN9&D+XxL~b(B<(4&JUc?d_L@GENcBi-uX~?`5>9BRn5I}ksvl2O6Nd+MZu+Zm)5{C42LE=pJR1&48!N7I zafLzjDm`VH^bpW`FWqWDTWb5B*F$+H&~7zN)^9cz;q@CMvVPM)XZkd8Z!4OiTB#<=31M=I`cQgM&3#5LekQUf-5 z;2N-%)POQmH6Y~-+=;jb^dvQ4_e)#@dXXB?)el!C7NjaUORAE8D!3}y#Y?IZKirf& z9aorYO0JFJrsPRIZc3)pNj5^< zgX);LUlHO~Cd6I13={VPI}F_MNf@}*88L7(5a51DgA!_zO4KbdmG}`V`PYQ0q*(-0 zNoqHS5_tk8Vf7eFzHh=%B14Q@xfmOFG%@ZjV%%25xX-#`-(E_5TWg~aHD%m~h;i!> zaVz9tai1dMZYAOlBjTo0$J%xw+HU@awXOdgYdiR3VnYjfAhAdBs~#BTF257jA{0bP-C-V);rv^QSi{Ev3eXYbCw!L(1bJ0Abv zb@zE!v!CXzFG0)Q9`>%iaRa#08{&I&yy3h|{FcQI0ibk!t;G7;c!>Oz$$NT3B6yu* z+t==s1W!NyDim6f45D{V?v}Zd0w%#_P@w(@(LLTT>fw0~c0D*Z5b?qll8`Vb-Gm2h zc;dD#$|4ku>C@k)6o*13&v7^A_n{Qr{V*C?(G&_Fx0XoixrIVlzNb)~(`g7?_1soE z*aT&^vD6LQ3q#=XeoX;WF_0e3ZZI6&2a3B7Uf=aZ0mRp-9$Hwh1n!O}*;U18kCv4> zY0U( z0mIQw2?^mKrzbt z>3jUIo*DF1nYi^(w9fry2U9_5NdW9SuJ@{CWdcO7({7mNkO;fNq)x2AddI zi#%11pi3Lxzfz^t(4TAnmh{a(j*Mf57gh0SpeBVAL(~uBCuqB%hVfNVJygecEI_mL z3TTRaHr}f14h9caczl+PhUx=5)5cBWfUzTBv5Y_x97@yq9D6tgzHncBdhpdlXguO| zQqjJg_E>g<)xEUESLUqO%o{vzqD`IW>Rk5+qAg>OxDKg5L_g+b_2_kEqL@dO3mMiw zrad3ek-B>0`x7+s^6bqdiG1V>@_|KSj}en=nm}XaS=v`f*qf7{*usS**;bD1n;`U$ zJ7s8nB&gj~iSfS@3+r|+7B=}451&HIV&~6$0E>06RG*-UG5uU>6#wpYWT@1WT_=7X z__k(+8ELzK$)k7cvq+D>!iGX`AM{)lk5H@*dYE9@+!tulY9&U(-eEY1q4g^=Yuc_2n0TY{To=J_!fz7Cb(eApP=-lWnucTE1z#MSW;GXA7 z#LBR1eOoHE3Efz-);H&@7<#dgHrq6}qg4&58|_5I(IU;nfF`sPJKpTAlMe-Gv^tH0n>6lC$tRK!jg zJsEmiDt&1Wy0}{-s)=@o0M0G#5-%iZ*Uh&|T^OWB*P>(91yt+xb;x%}|CGa`ZRl>+ z_1ovx({5<`b8Sk5=VqjF)Z^j9;tlA!^9@0x8bLI`k}@y0k{|gzl05uj>o=K5!A@Oa zjR~2)n(psB>2x4dem#nJ6$^aLyS7_+H3RJ_5$7$kv&UsPT5N#r+!q<8aUNfJg$G5? z{z%`Xm}rk}d(QJ*I5$rf^=*Cn@p|unNa={Hub++v+IdZAZDGe*v`giW89jp*lF}I- zN>)3H3itfmB9XWqUEFCdoqTsMbXFDDwhz0a=3~i$JJ##KK_B5at;h7>TwP>%?{hs^ za$H$cFV_sJ94`32lraPsnF2`_6>WI%Rflry|3F&@Pou0GULQb_0SDQP|FfgrieEP) zi*~P{`CngF|J!*SUA(R{{$cnyniq8H59{Ky$dTJVC)x8P5_f%7e(R7b+ILaoBA1dR zO1l!;A$VvTablj(mAlKd?s{WCcCzFLxdRCsm%+ ztPxHsAn^86oUPDNh`*f>!B}z>OzXtsAFWrNo+Mpvq3cAY(!rhuQsZIHFaui$vEXInur^^k?NsH%DZ8d)Hb*p{ z823YB+?m93?@YM z$gE4hsqVPT7FBnL3cdfT3rVYE%6>UpK>Q_Psl%PLXC_p zc%K{tO{-0zth(uN^S)l*K~8b_Qh)w^Eu|TZT)qC@UC?2Us*j92yu0OyB2IMGM9p(T zI>qOXckFdSdwDb)!!|e}&APgUS%r?MdC9k6(L?&EQ#;5Yujy~mnBy%r@u357!1rH- zTATz#bnfNp-lYgs`;n)q>lGklw6ba8nSHR#Shc^d zmO^o`cSw21E{140$5c)|exnjhd&BwEfGr+y)6RF>ila|Jqr_}?@Ln~LS%8Nq$JyzVF5*S5M?*>B3k_?}U!#zkS5! zavN0EDlc?2k^#~C$%o{Qx}#?wy54R&b`GqhVjqUFS;Kf9&&%EEpKKtm#c|0Z+ShP4 zueRU$xAh9`j?w=5ubZw-Pm(u%d;dN1DF%W0oM+fC{0H8dzt7Oim_gbtG5X}#V6^W8 zm-K_u6tqq7x`bACI&yn$pu}sBkxc?i(;^zLg_0>C<5;SiOtINxt z6Xf`%ULJq4d~p-%aR zXt)W2#(>}paw)}dN9l{Mvz|OWO!%1?LPeOuE#F`P27B6M3D3w~eLn@&pV_N!nv#x~ zdZGfB(T4iw%{7q&lC*m_lwDl0!Z?@qT@P(-{qsohuHHy)ad5bRS z1e75Uzki+dH!Be1!g)utxLQz}V7B?1_h!iBQo`0S7hlvK7ICFo{XPh75sEoV6+>Ll zxPw)F1;qS0HDUR?1|Bu;qdq?|Y=B0;z^?)v&7eDB?HLjDK5>7KA7t z9$y;+nhiY;4=Po`N?0z_>ER{dU(S14CfpqvZ|{;n+aHWh&gVJ!_TAqgl*8wFuB#!C zc4LsilS$eE$Yl5*$CW@oL@vNmV`b6uNf-iU`Fn37b~{1k=ghSwiv!?;+IsmuTIZ!v zxP|RoZz?1`Y*y&mnGWlXSuJ)4X28O>A9R(=AAt<3MDpUyEC?XP-9?D|!z6Ljfcp&r zZY2WTQ3SYmV&JCW6CrMCLfrcam8>OHLf=NC5*n1W5GYyx8AAzMHii=0Q4A$osu)VH zxnL*>BgXAUjQiuHanpP|h4}WrDc`0XQ8zK}2gJDV5aWJ8j60Kv`?(?(cg&=?Y1(!s z+P+1!-Ac60O|%_Pw5>?Ajq(o9(`y)lGg_KAO?O$sP{u*ADr(3dR9n~k4cdglek!cPsoCs$;FTNncKiZw=`pI^HG`I z(os7ST6Q7(i=T?jPRJw8*AHcmNS#7#MzQDK$(}{4%7iyWu$@PWPbI28FSvlBLXKZk zp?A5hs__HL($SW1JFX?-vn!Pt@{#j(T3lg zOn+A#L4IEYCU)|9K}10Gd_~s~IKOklf3NRkK!>DOxWQO99C{y=VsI-Da>Na{Jr_p6 zr=13=10~?#AA2#>D;K@f_!n-w-yE71a=YEfvP4>T5UN-^(`hLJ9wN>8tz zXpnfVC;p}}8r&R}pIGKb!=P80zNcUG^qFKCTU{MRyTeq4#Vh-oc?~k#$5WG-Y9!DF zTgitO=M<24S>|3YZf#_(;W%;V-dVKPbFn|uk@Ltw@^Y)Hzy-v5nOQhx8SN2N);LYR zA!%}e9j8epk|sa1;WT;84X4SaI89P0g2YKS5+@(8#l-zG6BD-uKPGPLYE0ZqN-=St z%fZAQyblvMD#OIBeUxvCxVN%lD7kSOLy4FZh7w~x3?+?SlTbn_LPiIsl9FGTN|IbK zm3ZF4RFcGxje8FhHg02L+&jFnaoc^u#_dRtja#4w8~48vY}`zl*tkQ9wi}7IxhAzu z(Zp>)#J!J*dp;32D-pL85%)bJ?&5B0g2jJ1@*e!nBB1rSh)&O|Ip8pop;JG$PgtZ? zM)tDHulJvS$j~)@% zYQt+b;B{pyYk9XCjqq4&ZDrblWKT*M^M$J-H0*VJxJMJ+X|WoVFCr&aukbwpC#C5uJ@!zwvb;ekmsUc3=8v4w2AFp0%b{Kwb2qQkax+C zKGhyE^ojmNu5rr|lz#X;7`bVn>*gbzPa01n|1&@3zQ*ezFQ1b`7YYqg$-We)`ht_t z+ZV3&Ba{*HyPJNtsdJ;q^|7POnVXPH^O*7c<@?cCFAq>l*+rU? zXwsDQv`;l96iCjgN*0bu-<(X7%)B^FZWF_4(wC%3E0QMfkTmH`(xePYlajk}nk=Ca z_at!l65#$qfSXqr19$e|ByiJ++babV_g6yPT7#MT}|NeY1yUVjWFDm3Gs^zDaVuy5~~^lge}-0H-*|C?jn1H`y565}=` z#=TNz8~>!XT>`PTcQ|8h>k@6xBii;M+IAq?E+X2#OSEmGy+@E*Sz3-P-em0vgY zIc-snlE#lvU*s#FqbHwzYl5G?Kn~KTHoxo3km9IPz`rVeRKvHOVeu{6otQYca4*pF zfcm9z-gWlzu)CsNY1AhjYInaMbKdh9xJv&UXzIxa7CGJa10lum$w($w^kpVue!cWx zf~YQvSuJy+?2H}U)t^U|47kE!<^Q(uoC|}ig*>*x4RujqenFGIiT0$o;#G&whroUC z?JixT&l@*=CSjIbt#Zz|9sILaM*UsFjWTZM?a{J{M4STy7C{dmAoo?iTd&BL(C$2{ zw!cWG966Q;g(N6fp;E@}V{KZsNU!Se7*A$BiY7H+38?|EKf*O&V+XDQoB!Y%u$t6> z_P7S5(7h{;Q#D{esR7-dj-f>uE)fkO^915 z920jcA?~YhF>%L_Vd9o;+BXHowOk{gpyLeZ#X8=(?uLM8HqN>&gm zd7G3z1tkXwl;jiRb|A)`ON={?7`G)cZZ~4wip01-Wy?+Zc0Td#znSi3)TFpYh`4EC zY)af5MBIysxCQ2jJ8}HTl(rueZU1>D@ndIKH}ZRBp|?8B5iMJ$SeUrn2iWX)-0-i6 zhck@*)fW`Yz+cJ!#Z&nj2xfV7e*A4C++FmKI%^d63g9){A~mK?V7D{=^Vp&R_S=W< z<50H*Zl<;_R%S;evNP0FfG-F!v5Q|>S@H<2{%xxJOsEiT6_$?9@hd|Q4W#-1`aeVe z9Pf*$AE`xOs3iGqzQvF%GjPnt_Y$xyyBoaE)&+f8+n2Aq#}7%U8=hP6EfKAd<~eM? zI4~7)l=KNR2Bf3CgZ$|WJ2TMnXY>mh;xnhuB>WxoUkALeMr?LwLoe0d7L}fG>%6M& z4YDS;V*YCmg~dz%)@m6cbw~|ZeF4{iuGer4sB{@OB_*UOi6u>mhAD1JQhrS~B~%D9*@&x>3+1>f*>VF{ zC3>VPVWhK}N|O#GO)>`KGQ zXvFPCi2EcV?&dkfjR(^LIDr!Sg&0bn6DUa{P?ANUB$q&m0nN9m zN#hnK#@$McyM`F|b7I_EiE$%h-2Y0jasQFU#{JzEYg>qDd(#|kPq1NaFCp3%BHE5N zkfx@@{eg(vphfD$C8koemg`rD3cDT>YrA!o_qREGSFe`)X>$u=9u~3n?zs;VD#u+e zu{?y%k#$WKN?9QBA|ik-AQw{F65>vV(H_pgVZt)DHUlNZa9;kyej0_`mJM`BwuVb5 zvb!$CIzzF=*VNF2dk}t?XD`p1zzB$9i>WTdTYe31{0rafKyAiHLYTkQ0iBv6jW z)vGQSRlnV%sR0>DRU%2M5{gtMhe%c8N2-$R^Kn!1j5H;Rq$$}-ni3n5CYwl_ ztei@dv^ZHn;$$6(lV7@Un%qUwq&rEIBP31o?#INPNr+p!2NO595GL+gLfqVS>=n>04= zJH)uk(OLa1*@GQWCdD$NN1#7QAHP|W~u55si{_e;t_rj_@1Yi{q!Fn z+FfMrjC=IG!K;PQQ?tMmbU*85uB!9+KkM!XxpGv~`Nft~3nVP*f1PN6{se`PmMc#X z9r-s9=v{P=GaZ)rr`_C5Wz1|Z6*^w4Y~+NTENmuhX}1fUet&Nt-7cg4Y~*ZzZo-O_ zwhB-FE!|yXNng1P-ioT;xNRZ{)7$3@PVI+6d(3C=D7Rq6XtZNE#MyR<4_Q5!*%8A6 zj&=5aiEt)<-=bgZ?#*l;8|kNBncYP)HEAU-PaJ1H;Qp_KEqc}(ut-n*%7TT;Gw&A~ zD0$5@)>>q4Cc}4N-~4JBpA6ZRALbnW^r-k`Xj0M}RqgaS{1BJvu)1i7_sotYh4Dzd zpEDA&1MYW5im!t;b3~-i@+&jH&@aBd%XiW47A;}B?YQuAx0(Hvwr}uWL^muWx8Z0^ zq7~oF`v?1{_CvweIXilLb&2NC)+*?Didb*lU;m1P-Ee^Ol-kt@qNF=W)8p=?}tL$ug>04%k7V6vpUnzIaxLTf#T$u z9c2~khA2_dXuoQT19FU***?&bpPFRq1{O(weYFm|&V0bTiZ|>*Z`BY_0ArH%mZLN8 z=gp57OX+BosdZX4c-ee@{nQA}J^KI1s7#K~z2{PQKXA>XePP0i@5JNnGaoQCAJ2|6 z;U_1 zroxr{6q)4B!P30pr83jogBMr6+-0z}s8M+7CMtgZzM{!lCOGHlr$=RSgq%e2EZcBt z_AH}ck7rrf9GiHFX9w`jnH*B4g4?UqdRylCvga`qw^M%XYj=NRVtYuF~P&#{R`9(Zyz$;_S{Clj$GJO*Y$_KsDZfGV!q`cgS-en(Xt|70%LfY7}E z|1-xt@|RpGH~TNyQbJtf*ld@edyVIYw!`eX@g{Ui5ftj1W4w;Ccp!x441~~^pf5%u z@leFhFua@D17-eBNny;d0E-mgdCPKcqae!kNN>9Z?Dqb1(#1L%rQK)U&X%kW{I{Kz z&rL|8^?oAuSsGTbTVkQ{YO$80=Z*vCH=&@27qkJ2A_qS`K+}UVIY7p#uWCC@k`dS2 zR2G{NcNlieN%!2Aff>RB+BIbh9XyG<)-GNpJ1Mc9}KDE_GjFlQ7YqZ4v<@Q~RNy zdCnQgbq!VoHAfM)sdyj~<_yH5j;L!(O)OwheC2%?KTX84xG5*o-y4`9yp5$?0$r;9 zMxFk!4ps!7?#VuN0>w){{*~XJFXI>W%9&+pkV*q>fH=v)PY=-apiB>W8++4(-Bid=de3w*#QO_ItOijk+7hL&9nhZ zB?mwK%k`5%@yXE5DZV49yMQuU@POOhb#UhFIsMMcIhZ-UJ=SFQNpE_4<{Y4!-Y#}& zHbzWue`!3m9|}!xn0}R+W1G|4{pYyF^!9~wCdu^n8*{WVz5VX2A@RxCvuJt7S=x4awA){(1WK1yKb4*(c}NqUj-+{N}UKLaI*wjZ3$m zH(Ib~F@N2I>Y2Y6tYkQ)tki_GuayiPPrE-eV$F8H-XKi{MEA0x`}hl(dH?z1HvY`& zB2*J=kZ7fzH?#frCu)B>Qy{!v*z~YZFl=T&A2g=+Lm`Q{**jwWQhGX=_Wf6DX3I=F zBdeMJki09UxvBUC;_Q(5a$Y)NX8XnfQTOO4sW1{0erlx9b>@S&soI!Y9=1k#TVAU! zkvcN-eqQ>ss=Y6M$vCAu{(NdVzj2BO>E|5%3o-}u1-*HLM^5J-10v4GatMbVNDdp%+^G!1|EqL&e7#KT|zOEs)rIWzmu#QULO@z>endKLOHTWH%Y z;J*~#m{}e$^B>geSgb@;n67uh=m6EuU?eatzoewym3e0QGfva&WJnJvoYrBvj`} z;>+mNKv2NAa`uk$a$fRR2gIS3f9n1J{PjRlolIj4);8c!s8%%+lZB4Bl&;jg5(o=! zH)bEUP6LyZ6+W-^eBq*O*LBw~7D#Kr_xymFBl;ZtB_W&TB+_|)&wI^>T_9!DJHJTa z0MJGK{N`T$T1G6(R%rX*poot&;+a19Y5j$eL75yNlWSWh3jV~xz%57r#g?TgG9mkM zhjxcqmf1UM$io9s z<~VyG0xs@X8PTmqi4SgltG0-wJ-8FzVCa!@Av1|KlgD@?>RH)Ip=lGxn{$Fj*w6YKx+#EGUo2k1{`Cb2~}=4!D$bR zO$W|$Kl2iSTIhO43sn(EDXlYyp3!?WRsMCvt67s_ay$o$A8={P; z*g(&SAEF4v=|6N3_xm<+T0i(e)q%=#_c(LzH{N*caW}lk{pe$)$+>mAz@cfg4>y*{ z!Lzj?ZjXm{L;05j^PC3WaO$r`zJ#2Jp`TnpkPIFJT1P@504+Z_?qO2Q66h+e9M`bN z9?pvG(uk5^gO1&3mWW(TpCx>&khZt)qHDW;8R{Ejvgm!oq6JmUD~xKn4f$bn-rLe0 z1wv!|!TJJS z@m0~R15+y19|T6+`Naj~Mh1@otstQgfXWP-_9~6K!dWZ7wBm&XNV%_LY=N0Vo(Ep*iJOiX3EZ)f!c=jWTI_6p!_JYcz)Qd zmXmZxQCCroNWDwc2*~lDbnsf%rdOOtsYn_bJZU`Ryvsg$Z1ImV@Z}4X5zBZPk;KaF zntD#zwwg8ZBLa~qPJnRa#4S(=u$ddnac$PElFO0dK9D=JgS;cmJGp>x@EA}L359>^ zdJ=!_(Hsj`=U~b z_js*ghy>g3GI9gkcaiyk_Qa_RBOp#)e+$AN6`gGQ4~|=E=L;MIwoE%6?&o5?v7 z@A0ZY&JlQz*BI12|BJ(f>>Bt&yiPcWItbq5H8lklPQ1tKZ3|Q{@E)(KhmlOso;Y=3 z1mvkJ-7x2Ic|kVx`ZYGWcYh8wPDPH~J6$;-3-qnt8(XGZNDl}e*VI*Cz(4L?%aZZZtj+*`4=#PIx+tG=RQ=6Tt>f`!I5(}1ZLPpR6e)|Z4L|oU23NW2rF2cTkhYv(gzAF#I~c|h9`%}+!M~eQ*QO=F_Kv?+7{A&Sr)D7DE)ec;CJO?WOsqQn*=bu+I zekYq`9XEyiB+UD)K6y-d4O|7cHE5lFOZm@7e%L^EF5Qt_sOR;q`Ds9Hr=)aL z#y#o=rl-fceeBNy3!>{9XX>O<_9bs?+mweqVe{JRC9Fr6AbtuOdmqgj&DsrCr%&Cx zu+5yhzM;PL<(p5>IdYtn+&5$iHt`5CqsLSTLT?9<$^;hBRrcBssqESWy2><2l^te? zW12R~t$+x6N^nS(J(x!aVQb7&D;xZHL04J4FH+gtF?5xQ{YEP59i*!)rU$8P?nb)G za_W)FmT#o1?6?F{*-x+kQP~(q^tB`vg3zJU-)tu6BtrY-S@*QZ#KElnQ?h6I--fS@ zP{BOQD46@m02~<;GHk^Y! zpKt7cKE@rcXnH1T(WnL_&+UJCf9xjEwE4l9mj^e3ybYO7T^ma{ry~U3*w{qu6p~e! zJW2+S^AAHI0CmWjs8lx4L1&huuUXT?19gHPA$1tOFEck_J4JakMHi$_Z&hE|RVd@phgcHrU!jcht5GfjGhd@hJSL@U`Y-P_BE=zP2t0Ts(ZL zTcD>Ej8C6ZtCSxGf9U^s66SabYADCldB{Ei0`eA**5w<6`8pO>ua=sDs+0y*rvh)d za)VgYj_^i~`UI8tIsFksW4VCh$>1>{421v`@O1cskZla84Uzi%7={BiO)=y3W@TV> zJ8Gf%j23#J3#IfzHF`>KsYK;c!;4-nvtOekadHj4NPO(z`C-E;s&q%w+EGTBR?#ye zJ`;iHG@yg{pgr?boAXf+KHB-$r@anf(?uEEJGbLOq4@69t`)1GfBhnZ4zL;uc^vc~ znqm!SXE(CmB|K(H-ZL82o=Z6hAs&q#a8j&<6 zxzMGduoz{8i!MDQ+DH&p3=po;y5>@s{&GLdGUAl=q9K-mG}}@2+C0#CR<_Hm-HlVY z%JxELR)qO@E})NO@E8z=LI4V%AAI`7hgQ~~?q@}Z);6)!OzH>xq^E(yeQ2mUdWjgS zK2xV9FHuzF^4y3bcbl@Ww?qxJMTuyjg_K>l2DOdqT%v6>QTD&c51X^jo$hGgdQ>Ci zE)zB4DW~PTlov;;lJgHBX=qO*q`_@JRknIflcs>_WJYwR6B&`iT5I5!V}HMs^@{}I z%LC!g(eDwmlbw{w5m5aiyW5|5txLN&a7M($iCjQ9cnkMqqm?Y9IeSW}IY{O?-oOjB0`HxI*APUOzK(1KV54d_a5R z)P)fcr>+-g_ul8YyrYH#d@C6vboRh|yo&uJX8~*=SIMVn&SaPclF8|cX}>YZ^YdRE z$H`X8yn*&S)Ipf`AhK{W?JTlhFzueCOpu*8bzubLscTR)`^CcDS3&IiMJq+aj#J~5 z%vPbXM^4`5j_|I(Vz}Swf*qGvXvzLrt`8o+u@x8X-$Pwry0W>&{98I0W0*Z}sZ9cP z{e>B!W`UylU__f}_c&F)eRmDd4;yTLL3i|7{O~R~IT8%?Jrt5j09Bo(64+@2OHv5Na+D(l-MT03+2uTh0IA`&l3=m9)z|Dm1R zb{hEQ<@+qkbfoUMi~Ufo#Nik`o4bWQ`~4B>fgZZMz$+=?7;MoBlqe~4pzPhq4;#E= zI5Mb~KmGlM04zIxQcCse0_p~*f&?K;#9bEh-uz?T_2U~yIokm^D>)+lWS%~C zeaQJzF~^rJHq=oH$@W&xwa_h=d=clbARqM@@b8b8tqy@jz%l|7?=y^3Y!Rd>Gi_ zB|OT6#m}Kv?mRzixS)XU$i!-A_SE~=!CAutCbu^7Us`%M-n~*~(k(FFeofgM559e# z#Xq4xN8O>{RjsO)ApV&`QDeaFg1~OzGW}ikx(XwT(D#7($&UjnIX#1o?c?5&X9{NY zKS?SCp_-*b*As23fWalPdD>F^`cp=#V=F@)A2U!+L~GM?ViX&ZIOI(y(f4?v?zqV% z++V#CF1Fj5Lp{(Slv`}*yq)f7WxAH*n3g#3GH^-7g~|MvpgrtE&$s=!4zY4DmTUF_G|#tr#v%!Ew-1sDhqW&D$_bmSJ_f6q_Qg&|D&=4 zjOc%mR0u*+_azGETyX=v(Px$<6a)jmABu~bx$nnaE`|!`g&umr46;Q5tO%zEAh-{S zW2!M-92#Uw*agv3Lg*FG4;zZ7&>ijiEuFg2={&GJ`;XJ4)tyFY9upcCDoPOMx z`(=xZKVH=PTYD13uXqsaq7?~K;-_Ay|F8#)2f-4`LxN<6fqSBZQ(qz$>9bZs1S z$9-Sk0*gLigW6_UmP-l?%(=Xu~3|)n037>TOEa7+> zY1@LK?UiKTNMrPkr01ww=7`g)<+o!zKis!qo}w3tckW0U)(mN+OhFmp@{XPn+cOb} zQU(Z_Q1|0)Qr#TYia=?(>|ZR^vQb*Q`!s=!%eI))icub#C@`xahL0IxYoZ`S;ql(XOsNo36_^kXCBhC@XclnmI zp8KPITtMn%@Hm(p5(@v+rSwrVKXV#yvFWDr4sM)s?HDzwy*I;!oYjHcF>Rzr!I_uICY6-e>^(w<(vQD zC=o+v59|f6t>kQp_jv6mCn~(hYaTgW;XPi*Oy$iK|HZMD>>Bt&yq2?32f=&1MvyfE z@A2wQ)(gDHYXO-NXiuEFFaq+_B^6(EwL>r!6sp~w8-M6L#5a^0w%A~tdJBr4i~Ac8 zd5*Ft*wro+^>={#hu9_Suk#N%iRiyxAz18IOsMwbxpNp z7G+O9%=5#B3jgSi7R}Hf8Mxytoan6jv`pKZx`Ff9u50D1JYb3Vf)>xKew4kI6>PtK z!c}-s?|Vw@s8E0dIAXdedd$N)AX@!NcSYt->iTalqC4lFDd5ch@$Az|alsEP;u9yi z%;-rfM5TEh{p^03Z3w*Z%l>P_u8WkTGJ8a#WSAa+l2fa1Z_YVzx#XEq9rsVc_yL`~ z`=xxNn=d?TRqrQk=0*AOY;c@^*WDkEYuaX0-NygC*B0c5`*~`Hqr*>A63gU`VL_SE zma{2Flp_hTnw!Bw7ErRJHNk446=k27>lrqN`;(StYfEPpALXCAnpgEE-@n|;X=s0; zpS`4$Dsd%8));sDs&fnkmd-RT7PRF}%*^O96@t)_x(9WCUp#@<1-?(0CFN6he6||p zL^vZSKHNbhK3LL8!~`F_{v$RA96B~;ih5lpz~t08!I53Bi{L5K35D%n3n>5f={!H& zcNp%aJIX(|(@5Ca3MR#@oSaz4Ptw-6>Zf&vjseAe=6e?HSVlSe5cx^8Ysd>OU3kSP zd15qWul87eJUT-I1e|p_y}U$&dO$ZMi(YI>de4b@F+SdvEm+MX#Ec$OAqZtOoOmQt z`UVt7MU_G=e*FobkJNGhFI^ovWKP62(sN=LN#ZJlglWI(xx9c1sJSiE@w!J96~MhZ zUT(3WSv}p6ZOdbYZSSu_tCLkDqz@-hHwZi*db)D{C0ML#9F>zDPuVBmRWTbM8w9TC z-R0zi5X$bDH&`jBED4^Bv%V#mG04JC*^1V<)&T8dPTs>6)1jSUIgd~gBYI4QAjFD7 zDl_^)SDEG!q%uiHy^$nU7Qhfk=RK5Le*5StapxmanSKKuM290!t!z+OK$ol7OQbUR zg03=~DM)2@rF50;%|0OqQm9}SG74sH846&ylpere7bFhxt8{UQe?lqo?gTw0B%kyAaDQ~9 zobD+2f??#v=i7i~Tj-P5`eEjv_Vz_r(rAPG$ z{yU&UH(yO}deF`Kb?M2Mz@OZoA zE5YSSBb9{o07Y~|yV0Vq+Q+OvQgPM~g{B~oXIGd`Dv(3T+pYN2^kL04;!Yl=#C1O zqMWeVPR|K%GejbJ1D(Xg9h=+q(yl|9MV+tOo%{d}pq=HBGct1>Xv{PaUahD~5jv7O z=HGge=NzvED#3ck1Yhz9d6CiML_0`QAqYJyZWfHXv<=7^ou2b|gdUYc^2TVKs8*wo z6M~D8yoJ8dJy}vm2?SCYG*_BR^42XftwR zGD*UoK|*sg!8(?zLFNLb|U@Kh5{bKGGa$pwP$JeA2ZqAw?@5QLt; z`ZZzv^$L!UYR%hW6aIOO+wZvG$=4?@-J2LA=bwVVDs1s4t4LnJ881U3l!oqjFCI#ihrTIio zyrk^OB8Y@YJVC;p@*^OiZ_nnmY!DC-RSq#0oXpE1Uq#(atGs*I@$+v^zJ6x)YU5Bcv|BZ1L4@D0W?$|bfZGh~A8yBW!W?T=_k zh@%%qKpefCejX1EbmafR8Q+TgZM(b!2;SqhjU2o29bjrRzn&*cN_dKIJ@-tT-F@3ieycv;vc}L(W>IP;j z)hc&apMjxvb32+>1ylCb2Ux<>H(rMd0{)E~Blv%!*SWYc=Va?)I4qnvtLLR0b$!gT zhbz5y4Y1~l8mT|NFBruW(pX0HmHiWuU4`}OvdC3#W}j1HFj!7_-r@8Olzlp9!lo2g75H9e z(YDGOUCLhj?|84(>*+8j*=FS4KeCj4{Dke5mTzvc7G9koZyqU_!6U?s9#bI*&77B< zEBgE?tdUw{*U?ivL5l(aB`#*t*vY|J_k*>LQ=D=rvD7Alui)*+)^?=4`ZfmT5#b|x-EFmEmh1yr*<3flPdq}k zjOe9EDg+^E%RX_f<4-}2US{(p^D-*3Ivu2rB@A`w_oJLB3!vvj6G_5_LBilfV6FR} zXYgfmXL+$@Ar)|4FV7E`kUQN`s(D$cmcVtGTpa2C#VLxqf!!UC1TVMSFlHb+-D1)W z%Kp@9gqfB=2oUKLh?I@qMg^cgX=TIJM-~FhFW6c@5YyC^G ziARVT{cMs7LFn!~q_WQ&=_A(h>oOIKOmPo%QerF4}!JVq)jnM+sM#37_IkyN_MGDMKdrv9(WnibXUH;fVLUy6EDIzK_5r#$ zmRX>b*#Cr{5+Rm65NudHi|%O6YSmuDax1u}dD%gS@!X%EarxGLN_-CxUlSp4!TA_0 zaE6hC=?*aKz%li=zujSZ@u3>=Ca@72C5Q4j4Cma)W#czHr_Vy{IFs2 zG`gc%BnXwWbP&_@S`U6-9t>v&l^xZ$^oNbxB_Ew`%>)9I)ssJ*y9nOw8$a~D!yI_5 z(AaZoWflB%Q(M^gz7)v5ZFVDJ-3lmJv?f?FFbbxM9JDm~md!aRw=hZ`MohHe0@5IZ z$AB;t0?-qiqOX}@(ZKk9Ku?$aEqLk7fzOY#J3%1XLRT(V^gg6*zuR#L%^ zp`S+Y8@ZEFwJc>+%R=Ob4GREBjVcl(CP#{wuVZWCP$c79a1Hw=UKq(&%gme4^ z;ERf3&6$%bS$mCUhGcBs0xg%Kq3Rfm7^?Yo!2&uAqz%)g?0GE=Nwdx~HX31M21>5cS^)5GOgaw#|`FZ5M?CGFQ`wb2o4V zEd3Wbt&f;(%?0$73?2i*Q23`V4eeDiSDijkT@qhu%@{MWeP9#4>0x^rW2C_LKa4Q~ z+t(mJ|2<~-Gs-5ufqNe+m3WWWvkZ}7yDuX*u)UCmggA9!1jMP!IJSio&Hd6^d^KK= zl4lRR$Lk$(;>LTtjwUB6yvOTia*n`zybhu6`ClBb$gY7e#B1kY)IsnbuYbuJf%kY# zAnOI*vtxUf4_Nn1W_*%aA~k0DryYpgS`!HOeU~~>xa>AX ztU_bCtBUU)Fg6GFy%KGwbWxROqW?821n!N$9N6U_LHU^(e^+|s;W*$nW3>0r+HlHG zkq*xf863nMpZ}hALxthYezn=eI2kps->{HH z-Jozu@_t=e7I3>zv22^+9?Cwo^~>C$xhsL*jeoZnwd+vizL(tY)KZjyS}_Ih&c!QJ z_RM){D_^g=!5a9i>~VFrU@>oEW=5Y$QXvRkJTq4A+RNuK(RR_*B?hIGBNZ|ys^aK5 zF=Ggk7%fUCG1Gpu)WIM3fVI;^oss9$r~p(uQm6cAc>uSSA2~RE2me(V=Mkd`qHO3Y zMt8Js^|+t!>+E34-prA=y7+$@P+EUzg5OJZ_@zZZpvd|pbqBs_w-!N1Z)mXmXm`hm z%TxeC`<_gj7i$R>b-0Hp+}n03%!1 zYUN(!le5TsX?=(LdlF+$n|p>|G>5qE1YHcyt-th-W7_<)rOHw82QP=1(PJtEp%EfT zWiAWoD*K{`>Wyw{F->J5q{>odIcLOv_qJr6fkX|sIWb1x?~B#jkdF z0*A#qVLnDBEJK$HS?R+O6P>ve4-OvZ8HPdtTHWZeOmay86l|$b6-##qGBZn(oQB`Q zt_ajQYMSVsLvJ~HCIcDua=iws5(hrft3=pwq>XX;bZx{g;Q8TxxXYKG5;1lN#OD+` zh&8ogKkl})Td@;kl zX}kLYaMD;ibl)cp==oI3i)D}nEjX$UzeaR({xzf=`)eA(Im-ovgU5hYkx&RgMy8__ z4`_q~^F!~y{^EX7>?dQx;<(yhz?^KMW4!4tbm?c5(hiK2{z#U~a7MXI&_G3^?K8bd zy!*lP!v?yEbZwY*qKvS3LC=VXB#1#BI*4g~eF}f2FTu<9HOd+{lR(JR`A1THI>E&? z)BE?Dxk7(8PwNrWj{?CY=kgfE3Q(WBv$sxV9MHFZ@~Bw#De|fxY1ME;(D`Jzi7D zi3;!W>Pk*mc#l^})II-;V;R{>@r8IzBa0>8<5iw4oOqAd-ZQ9P;5}aZWsywKo;Y=3 z1mvkpbJdj&ulg`xJYe6YoW%d*_RN$&Had1^;QW@!4|lw~N$CPO|5^ETkv6#UaJyHx z=5}h#iobL^$+5s5yz({PEz;&e**h(w>VRSfh;>oa%*^O96{6BOZoe*ds0)vFWK)CS8$L_#B{ms0{3FoLg9thpMN+J0)EYrOck>bQ3;eGmB?tgYW z2&O)sG5bOd|9H3&`Qd*36T{K!A65Bc1FJxm_$$UoH<*?eaMh~AzydrQhL z$}Vu|r|93=OTmxMqXQMrdQ<=pgT2##28hGwzFGTk+H9ljUQ-{ojA#sJ!DAo(m^%o* z;7!cu8PQ`Z1R>cD?k_#cJcs-Co;UfppoDVt#~0< zT?>Lj%&Yldo#8M2{r&pFP}p=)T|<9rC>2=hWu6~4tTdoII{d@GE^(VZ*v%=Lw{ICA zsrjwKwI5>6gGR4D?aaw>o zWnWiYwQh4%56kS{zQ?8l6pOSuBw4(o{I3}OnaC~fsjHZtT&~TYi+7m^ z1GqkU*0vr#iP-qBCE@n_z@=6zuzB|-%F)*o-|W*o6F}$#)%BI$Cn*xg9$r7y{*?Qz zonfZRiM#lJO4#_wY?j^0$?%J#%Jj{N|~Z4J1?Pa@F{NRF?mvj;1otT%@uonsk*_ zokJ>n)lFBKw<}UvjUQcQlSdUe(Gpr?mU!fPl< zWn~)+q^3n=ja#r8SlTWwv_Gs1tae4)iAkD()lVi%xRh@N!DZ{i`!D#yT|0lIf4AEL zer+Hh&e6f>9G)fU znS9Q8CQsf*RU&sey-FA-A#I3!qiaKw`@7EEy375(I}LhDY}|uD>?x;%5a>^<=S*J- zZQSI4)ZTLkAG|-WWu40d&F$X#v7*#H!LtRd3NK%9*vbpa zzi2sIT>-ql{SckDd|Amk@|`3=k)(PI)|3I0cn5)Rn%-?ggu_Ue$Vi zs}w{&mySI*Jjfa)bUJvnP{hk zli=Np9;^Gl7{VYD#0DOS9~|$joIj^>HKBlrYM?C3jU&*pL3P@li1SyufPRy~V?Y=R z|I~G0)|2IFoc|s(v=~D+_F&5xuCV+Op8v)1X(4K*_(HsvOhX+6@9~;H4HZtj$EyliFYq3(i%FTFJ#p&72*^`c z+L6r(RoA1z%}$B)_j3{`y-Y98sMnep28AM)yxDOgmeNH_R?qf>vTI?dt#s~gc`NGr zEg}n?C8wFf{Arz1jmF`Wy?arDP}{?Ja68du?=EZpK%0A+=Z6gq4$&R0+4%0Yk&-It zSs+xfQHB4CONe)yT<-DeV$;m^%P7~^m(k*!T)lAugkv5?hpxu zY7gc-$`1^t0;pNj;U<$c5?EdR9b|7ND9$@|-C#tYN>U*z&8^KRe+|op!JT`ih}qNy zP?3GVgGfX(NaUW7vRL%T4QwmY7-jbHEOo~l#J-zoC$V8Td$}mgK12Cg-ynAXg25p; z?(Y`!C3cpSy&m~tgD8e0IsKgY&o9K`rIdwVzYWc!ZeY7Yav<`%AY8erQBuWsC3VL| zj$b7MnnuFE%0K6Z*lAPO2OCaKv^HA?!wMFvw>{OR?8k(j-kE71!`k%WL!5Os`Lkxs z=x>r#2tvj}#oNuxp24v?&2i07iYZ4Yr=y&>FGS9KZsSt$LpLr6y-2FM2Y$u~XdEh1WfF6e+ZhffpAiEsbt zIUyj7NC+}W=zg(Y^EWC51h-v1xcq__<$qx<&kq~w{iZv5XS!kBsn3T%`jPy?Mg6-W zt`~AXHiqTN2cX)ScuBS0{MWjQHk3XwR^h6szv{l|I{qgR=iQs|Lho-lnC=lY`ktS z7E;-kLb}T0I?8w|TU_@)D$`>`pG{IB2>nN(p0AdP+pZ@%(VVF0_j7DER28ljQ+QU`DrY z;EZG3Ulf1iZd`O(85D|GZ)ma`1IE=T?U=J~Bh3DnYbLYiDC}=!dAG-@0KfiGcKXuV zVE@bBpVeKi;INs6(m{o#a6+M&=Yt^bk9T!l;3&8I0->{F>I+I1bB@(c9X{j`VV}vJ zc;v|7alU>hp%8%PB}JCMiZ_7aFYg~;Gc6eWG9JIVe7FRD{DnG)4Wo0Us-b5xT8;ip z3f7`3G4B<E}NMv zSI^Feimx9SZ&0b_q_KmFnpQ>3e!vBUgU5j8lTZjiSFL`Q%pC6s@@fY6KXQqMz~;!4 ziTxiy-6zySH5o1Rr8i1xA4cO?K$gpujBioUxyIB;_e0=%KPvbHW^jiPHsD*A&BW~ZL-$?t8EDY=xoV`2Dr43)>8>=Ut3=`H%|;lEGs@7zzRCkwjFCeqRI_80lwLFMk=9#H{+h z)T|k-Uyf#pbBtLc*BEJg52J%FTY~yVJ)>_Nzl*BnF-En_+r#t2hFckq-Z&y@j3}Z@ zV;`9jVT_DOBSAc4fGD=M|DsmU{lU-~BRWi8oCmoxGu|p0)quKLo7ju;MuNFsN7xVi zBF;bJ0{TM+j{#+qPzXSGr9_>gc8rA0qpwT(2~7iyT60bJsp-Qm6*N?N@`fsLs-3(W zheiqO_e7E7|CrZHvVjip8t8bcUxnX8Z9{GX(KZAq`}84Rv1GH-c{2&$QLpAmUX75d zBWgr3=e}NDMf~a^&cqi;8j`MrG=^B!=*6 z$^$V1ZkEcN<=@VomFiCEA2&P25jcOr;GIgulE+*?ICu;QL*bvgtUqn2ks12$sVk5% zW?~NtjL{O?JNM8BDr^UgMvCp{wRz3+zsHPyji_hf3-M}CmP)+G>lKDbu>Cb7H?aK? znGa}BoVqXq;?#A@ezRrn>HnU(T*)aLd%-XlD zeLCX+6CZuisNLd8*_YfnJ>wYAF9qu~0cZ(HK)q5vkc-dudw z<}J+}mvi>V%=HB)^G;pzjOZ~HqSD;)IBIpqhx=2>tJR|H&huaEdNhbg_%TTMN!@eUn!}Iz z{N`X1+P0HSE$*&^2j@hl^m0Eag6+=cCtgPsU*)*x9@QzT5e(r5}ON)L4o<${ZsqjB0%>JB<#biKg>S9EXsSt$bxg(Vst)Qz+?GsX2L=C-6oFG*u!cbWT$_Y54j-C=$a!6$n z-{>Gti1XCS2A7rSDw}l;sqE82Bbv%QJ&?+T_30|R=8ja>e4MVbN)x2AbUC`pDzuQw zCf5Cr%DfrT%aK$FLN{c_4Skwc%rUjSccgNK3iTB1+l>n5?r?g+G-jg!#tYK}2%Lb# zq1#FqM>m-gUtiNxLj5Yw5BF~yigZVLy$5Z7#g2ogPhN?sESN<-porX^k8XCV!M{f% z3k~OOr0jzcf+n(WM8QT&-@#{A-0!d^{~Zoy7hPR88U~e5NVFc<0I*$RbE}!SLmDS@ zXRpDe-+~z&;#~yI*nBimWt5)Iok{t0&R zROZ2m9#bI*HO(%w8Xf2jw;BpbuKu5I#*v6eO;n1}M77;eQdeu!lX}7fR4}hG3g*;k zR3;XTq?ZYGAD$mJc&|ox^fCqIgveWZP8=mkgfmEF$d~D5&OQg$w`uoi7W4n4`CD~` zo$6Ifu;a4iNYPmrDWcUY9|mj}9_DBntlDDuQBaWA?YA+a$5aSH&c5CLdxm3y*7+oh z{m8h zk;6Hpj*k^|bqJn9IdO%N6QegH5+)21C2qRsq~AuvwK-3f71x9T9N1aIZ}b1P)w9yJ z-wWAYDma!$Xge7_mLjG?5Yh=Rbt}#k1pT_XrDNYrrchrZ2P<9PU^N-y+v-}OLRXqa z6uNLq_C`BV6LkwCnkfHutusGS>sa}YXdNG^>(3bT{IEHHp3)svX`ni>Y!6W1fQ!t_}J+wZRAbuv)@R~^un0Sv@b8@W0 zd%TXZLL(O5k*u9~kJo6jV&FYq#mJ06d*bMY z5s*i(F$yw9y0vkjGQzd5azrYXZ|k!n7i7sq!jUz%{8|NXQ3+&qT;<3aMLBq~t;aB9 zE&u3sdsUWb70U;X=vRMtQH_7}(kz~``o_>r@GU83(AU_F@*lL7=Z6jbKGPlbHmv@l zcG?)s-1k9mnF#;oncUyIj|;!K3{RL@MlK%Bf3Mllo21||4Y$DR#%a2xfpOFwbl>!- zz9^pvS3e9bp51pAhv%lbjd|zK!R+4wK9?i;@6-~Sz4c<9 zzdF?IzF~4>mMQf>CA)ck*x+Ii-I1y3{fr&ECxK0qO&?9HokQI~BropXBrO%#wnycF z-cl2agh^Dv6WJx(!KcM*3qjCf>iU64AC&Jr-3(i^yd0K`I8fKmI+&SwQnY~+vGn?u z>}P`icq2~$Bl<{^3PH%bcI%GGx1PbSFy|@Xn~Nw%6IY|0Si;DOW|BlDgM^k)dTxvA zW01etOh9PTed>YQb-Q?1L}kEA%Q+cFar|$*u(jY3Wy7jJbfk4p-P8q*w}WXmy%TnY zn^BI0Y^x*9uDik#>$PHXUoTM)blP^s3q4Ciz+_Vo#iNV)$v*4Pr?}0mOHgNe?fk$Q zDb)4)xmz?=t(^()bxKX_t`%IxYggTj=)FiP1R<6Baj&FrlmX}bz(@Bj_(!k$BBYML zDRgznkU1gB$cecmiE;}%iNhBIo==y*42B%t&0_<&-IC_~VeTKv#XiFEzDOr>fvB~t55P!!5!3ITN=_FhW z|DG40G7dJTDb~;Fn**WVVy_^a%PR+@4o2e;Aj{=6M!7sk7Kz_O^dd1nh9?a+*u&7qCNd)qSxd+mPSh6W2ut~guv zao-4`DP}rV6$lxW9A3OWVo3)VPzxD6285vyfJE|6>J)d~0|pzErfye%0J{~&%K69q z1Y>TYSz1>{421yXpdO{I7{q-e^3CsYnI>ysL$FtcBya(5$)U=ZH&iXA+Qan&sK|x#irhcy zR5Xg#Kvz+1<2l(jX7bvG0%bR_;Q3*5_A?y)B5TCR*F=qY%Yip_lKuLXU-86071t9Q#-9vT5R~&)5 zpDRzEhzRWF0!ku-$AB;t{;5mO!oo{ev6{kwuWVxs+1P%TFD@H^&lrIyvOSja=OBMyyl_q`ClBj$X1Fk#OoungWx@0^~l1B_jnyk)(gDH zt34?bv?oqo7y)_e`skW9Q&c_)7|ssgUem^ZF=6jwiKPxhF;H%l+{nXPi4-yU@cx}o z&u@Zx`#ZgLg>5KZ^snAxc-=S*-f32!cP!~9WtUWo={PNY8?+~xM}Bb#qwFhud4AY% zEyGc!x`}lXTH2=8o!?HwZGI;3aI{7r}0eKB?6?%Up3k;MdE#JK? zm%4-1pOzS3^UHwOE9NKu-Sn8cey3>JPKzyT>SD$ zc7#a|u-kEsxZk`iUhBo3E=_6gBdtn>W08LlVQ zk(NwXN6!kB6J3m)ctet?lA@DH^eB)pnidLnDL&YvUmQsV&^(vthYb&k6w#8ar7rCD zmF%PN!gJNPl5aJs8_d7?VVuj<43P9Lx5TN0|Hl*exz7gsbP8a|4vCJ=t*O-Y63QET zW~JnUU6X#Txe&*Hy?m>*rn>fTQ{c`K36sea)Zh{N$%r0PAqaUyBb61m(^clnMk*7r zrq`PqQe{O9m5C-Il{N05r^IvxM6^wS4k8z;?8HR6%6xQ@${Op=&{URw2dS+3CtYO| zHzSn=KBKElXFF2aJ`uXg9O9A6!o>bZWsniQ3rU3_G$#9TR^M7jSRv7PzH`h;FzDWA zc5ze`oID*B%-4*9sr?cKFli*cOh|Mgaa{UM7srf`C?(7a=_wIs$@9Yo;~VKD8u!#{ z2(Oce`BwG6Z=93|WpelHeF81P!eTcuc+VcBWF`zfakGOq%7J=m?Kj~asqxZ^M(5z< zJ(dv;$}V8U{u0q01^0p9$K_LG{GGtR-4mnqzB)sPW~G|RUg=QioP+LLRY_pOS_fWF zj5seWr!HAZ29HYshC%?^5_nKxVR{yrx-e=^=80@rnfGg%@46X9c(;1 zz5M!wpJ4h5`B&?n7Xr8K8vB1w%7^J`DpL=fAB2W(JHPz8$ANqLZzT1kaDeO=w=TKn zUNAN^@oY}lR zJD?-kLRXj3TWCJnIGRi8DeXg+%LYcdJWdvg=iBK;VzCBK8f+j~PIu%;X2iqY^o)=o zL3lAh%=5Z5(X6o&9&Wjx6Fd492-X!^6*WpkHFRdm@>O$Qfb-Dyh+NDIDEcb5#o@uI z{3s!z4KC7lz)Eyki&{-Y{dg`Q96SbOMnWL~)eLXi(eo!CC}w6#NjpD*Rr@~c-|77d z)|0bD9%GisBRgmWql1o|gZf5S8oh5cu13{z(nNZ-tlYz^5!~+z6{Z)7Q=~L}7}BsH zGvWXvBd(Ajyci&ipLhRkK2!={SB3qK{#6dzmp|GNcUC~PZ}g_n>#B#~IdieKWfBpA z6S;tJ@EA}v355Xk>TTeyYagt^l!bGH_89Mlap6<6d(;EK7ILVH;0;weRC{=qh>Bc3 zZo&53;5}Y(;lz8q){@e|d%WU|KzriUg%OaauKf729Ts_+z{~AOgY=qwD$n~{?iGH% z<_(o(f(N^k;wWMd)GhwW<(NWa8;=EBdXG`ptA?MnsjWzWFI%oBRz6Fk>_zherDOE( z0Hq+Q=N|{PC_gIed4AY%gDu_BoYUW9DhzbMjEL~Q4@yTUN5KLS(r4SR!9|-B1s7yI zpd4jgTN}DAHWld3PadD6z<-b1*>cB#v7PbIX-itwqpLa8^~#epZx~1Kg!&Kde>H9q zJjgqBF{8&+h)QF%p>QzzVF)z3*VZSkd zIy~^@1XB+v*TQ4aykj*yy<9w5Bt}q^H!&MCqPHZe5QI)nh@adq@&sP_-H>(0kbiRD zO6Eiu+{-^$r!DvSZSprAW<-y>k=DR}`_P;xJfdtE zB}GTN@xJ`!{yz>tV69o$319xfH+5uvV~Z&VdU`jM*ZK0ladCdvwD8K3axf{z*I@Q( z{vTx$?ycI}pj!ZQ9o)6V4?Lp?*(+=iecs^&d)Ci2&>SV`$s-iSi2ejgg&?#F>=L@Z zBnRB{z97)ExPp2LYDjg+_|w&qNajQrBPa4n5(lE_BszN9bbkGChUs-}u_rFYP!H7h zHZQl>P|bm!T()Dg*|+u1z^;T8&pGn5s2gaivBYKsmVm}K)y#`>{Cd^dxcqy-jVhSV z`JJ|++LsC--Y@oVdG}LryrECsAkC8UbKcqdVeDyl0H&Onz44-;A&*c7BYI4QAT)11 zQkh8#U1c*=P`z2pC=(k=mAOBqi$l5usce=EJtYQ`k;;Y-&_S4A;;EGl(zEG~LW_{f zw3_KE)7XeqHqC{uvN1A9W!nzZRd&AssjTt@U1jCQNM%Z^{zql!8PO|}R0u+`qOmhe ze!0T#s|GG?Nq_LsyXA&a2=}K9$%2`6nO-mz8&Ci?Kj{HXC&h7f4P6}VLMSC>hSF2w zKq=1;8?Zjn9SL~&{yENlo3m?Jx6??C)u2B%Im{$#7r1(+6$TTr2QeZH)K8@%6t zC2jWE>#!)EJ>i}DX*g^=sZHy85Ma;M>HnCJ3Y;QL^+w7#0MDcuzXB?~pm*%$`UtBy z7%)1wGUJaVn9#h@X>&rvlKI?;r;7|8_qXdL6arALgr?BHITb*+zu$RwzM(5}y>!mcKUdE7B!kbYg7LwYCYoTl7@+MwJu;KAD^pps3Mj);*K*$W2 zm@7TZgv%V)Eb7yJ3VIYvt51FS3FPy-B_5a+f+ad{gnDD&LyrUPiT~yg!m5yZ2if`A z(8yy!lb>G&SQ1%3@tAW580YF#oi)(}ZYcMScAgzkzkmx!j|?6I!cYi6XTw7q%?&=n z>tb)4O`<=8J@>D91~)cB$LpwtUSYJ*hPf!ELl})?5?L;V80E5(ED}~Z^diwF&GWKpHib$*6Z1Vcl8oslX4;g6}W(|k-=j?7zzPM>-y^ziaC{_ zDn;S^X7^gSc*FG%3NBS3pPVJ`GG+-&vV(49bkHEOZ)7q0#!0eTK4DZ#=^|c@V8c7d z=|#ehl*VI*Gyir1vY7c2-0~OyuG*C~kj(D7FbHOM zUCy_PjCD&N{R78+`rZT6f|Up9YfG$-l}G3+Dy)u`y7bi*R>#T^TK4=G4lHY64Y9J0 zoR72m_Xt{jcGrbLK;L!wbl%dLxn2N;eK-D?FaG;G#nrYo zmpl1l!BFC+v*O{u&$Wo&3>nkuIEq@XGTgA*eR7U32SXq12zJdx+kA9n@8SR6=$Eka zN%!Fssle);mq%KG}QeDMBZ zvEoKu@!Y^`Enn9ebX20Daoysl8u#bg?^|tNc;ZGb?2;pG)6g%PYyZsa*>#g0p>GL$>C}I{(4UYvUnUYK;-_ru;ip8A+o@LL9v%I=Qf{)hSwX9 zlydByyPyfO4|Cn311QBKzO$bH?`DbfPRN_C_lJ=DimoH6I@WXTg~h3Qi17Zyd_{a3 znOuAoioja?X^F$0zpu_XR_~6xlW-QPW_fH3e;Yby@gbqSb)gUgt5+@?QCE+h8$j-U zcwF)C5TxO{W9O1(f7|CxNt4=i_9Gi@SXJ_n@gNnULkq0WrlT^8(7Kw_v2tI^(VF+d zD_)Ksn;Y1g?h~vFeBvq{iN_0&So>^WnDOg-@T(Pn?B(sqxeKlN=;!uRFcn=nRW0y) zMcACYvXP1?5lJsp#HWlFdAPywMc0Sbuk7bKtYbQHJ65V5S&^*lA6Zn*U8uy2nA6SA z?NBsXzOQL<(_H&MN8~oA3)Z8hcP?n^J*${&&vyEufTLD4Vt+Wi){K=gii(if0_$bz zsLUc%J$mrex>GlS+a`WP^0DT*0Z!1_ab^KKR?vNdeSuH((vk4@osWbLv-9hptD}*W zo#OVPax{0L0yn9?MMM!Y^PS73)=gzk>TxvGXLqnt(PyrM-G)w>>8ytKbwV#SWgpI6 z=+i$nX8gCC(ca<5eT_w3bL~l0p%L|45uA~~#dSjWFLFsY<5wx=gu#V7Q&}zoj1e&V zU=Gg$>k%E5S%j3hX)N2DJ)dPINwj#gcLB@9Y3zV^!}H0J|A@viqTPI!)!w49?Ct9L zKn#h{S$3~tzM`GmX)ODbFrQ_f_h~FsESS%-!-6!Hy%3wvvPU&EmfiE6&oZM)8q1dK z`47uT3#?bBqcV%oLBpAcdnjA|xG@yoeIyL*vd+b{|2~BB=mAsr%lv@3X&21^{mS_U zXw%7Y_|klG2-005{pEa@Anl;)p*)zAIA0ODUV740b`21SQb8w!B#_I%Vu3fy#9^P< ziwlD<+>qIGnU9y0PD3twHoy_#jjr*Y>P7hhAaOpkeC6o}&6}Zc?8bWyO;~Hy%qP2k4;80(5C($=j;0 zEwC#$yh`wBFM6HnRKhmfWf}fy_X+LW z*%evM{2uDu!#A&Md5ZAyQ9pUc`@labyP}r$IjRe8bzHwPA4TZ0EdRWXgx911BuO_O z0|*0U79gUQ35yH91uT=l@o3cdBA=hCEXRfl;1Yc;k-cCov4oyMy%uE9AN0KOenH+y zqDM>74fCVr_F8I;AfiN{`9Xr`6O9`63#h?F_lU&{JR*w@#Fhm>d_Hoh=pADNocf~{ zPukLklrGivK2&ao&5t?HZc#{ql{N<-mXk@JcT)g5L^mD-=nNf{S%55m3+HikC4u*q z-TDtAZlPrj=gVbRg#yl-wy093E~>)j(!)jiQX+u5l=%D5LxCSHfih4NXw+Q$kMy)* zdV4l)M9ih1a9Xe=B4gdzX!%!>U^Fd8zflIs#>X%|AFH;eU*)A z!OAN7+7hc{)hYXOzyb3_ z4Sl<8k0Z{CUnN{lCUf#IxfPy?aw+IC|KzZq$k93Z*&?y8`GoTzRB(NJp;N&e@=>u= zJw%kXKvD1~y?e}$WKg7QWKJ99CB&E|RW0#?DPdYLrW=y57n41?^kD)RfX_Qyq z@#E$TL8|9uZ7zgr&JD1Ijs)DBkA#Aj<(@F22fR!UWZM+Hac`A-==Ia1{_+L(sJI%GfR=?y$xy%XlQl|M%Dg14(W^32O z;p2d&j<9K|T%+GVr@X*=43$}giiB(5U3!{{oW?s{zE)qHL+A|MCmsvT_X!*W4Tc~HCTj5yE!3v(CRC5}6A?a?_jo%5^sx69x6JZ#!Q)k8!r)AJQs=zo27 zXvKc0)?Rx1)KNA`RqdV4)*9vlipCe_ac8Pfj#Vtsjp>RUuK ztYze-mhSDBb3vg`sd%LU0Hi6N1_edabl$)P7*f@8gw|RN>qnDq3*lTWWKz!cY~XpwYDlbL}4!4lS{H6961LKPbBnG2W!^x}p|XkD)S)P?G?S zWd}E}o5!-2E3|miRXU$#Vsw^ypPNq((nXqYxp&QX3H5Or%W^-*&I2NPHZFE|O)G9RXG6(h0M_Ryq?>0YRDi_lXIHh=eo&n)>axm%5Cr5q_ z%_W{S%y)_5J5)VH=s7wc30zA?T0nLko-8fszwFf#ghgt_)K9C6UBr=IiuK3v)}wP5 zdh&G1@8f+6uyZfrZ2vv4x%O|BIv4dF5J6~>xb*6O%{y@1mnJi;#rCrJ!@RsgTFNWb5mihPeUQ=&8eNLF$;H2TbDy0dtTZCj4UNhly-D zIo>QFM-t5?h^Te_e4ju`G$cB2&PU?Meb14{ih-c6vp(?m#oDiy@7Xvy^> zpSGH{%^~-^LyGyet3SLpy#7__!n4@p)!k5pGMP@yt-sKtR#AqVPE~+0M#pK%ZV5I z^OqA-^dx#&c0RqiU1+HzihF+Qn4$;F;OhAS)03u$hzu9Ri4i(G>KCws=_$=89xm{S z3_22N3y}EAy7!^PGGAypj&^;SsGc+IMOt25@8LjLJM<~`_AACaR3EZjU_FM)EJE2= z)wGO?Q-RbISa*FS2k8#38rc(Y2DIo4t7huLDs^rE9r|)&i~Ve%`+GN`7Cng~Y7z~e zYu`ps9gC@{<0fEXg~x^(Fo{UOalWFE0$QB7OpOyJa~(rHLoQIWVa*PdV+W9J@u6$-#UX`U(rH zW92tm2K{&EMW!bXtRYser6&=rj+HI+(23Qt@-;nRV0Em_rPG8~pWS(35X|npl2()w zmP;RH2{qJOTWY8!-G60hj{j*h>c%y~m@KuR6K~3YB=SCs28bdNiwB1tFF}58{uWHH< zx$ayP+kDe_@r{yb>pM0+*7S>)eh2DIsqv`s9*P? z->G3qbfC&x>|u{9;1c>>zxo1*Jg<8*%1_jW{=FlcxrQh|q&YCvG-$7b0JR>QQ_PZx zEELL9Zmy2v93my_lY-w~A!;nL++mvo+@WC&A^|o%}sp zT){UK!@%7^1VyKLF8dG{vRcEEzrDg6iEO--(VpsyOanzjf9hUA z9`Tcm*?dOO5JwI`tL$W&-IRp8>@|4vL zi4ga~x;1QR0Cc=8-$^t}&WCoF#P|9xuBdB(1TD3J=nQxCxgObbs4Od%E3E7)>JGj7 z!%mWf>Xu)L{BeYYT-L^@I5?Bg`A>&Rx|K;NT`f7+!@Rt4t}u{g z6{;-LiG**ip?HhRWN7=;Ig+?M1*BJ>aGfzsf&Mj#L?%+~zNCEZ*DtZ>w%}pF zT@iZZD;W|DxK8!@3*9k*3m&&@WKITLh?IXJ*DWY@9p&E6SZb9eb)KPsEXPnv_{_<{ zz_g3PG=}#~bT)c${9>f=N_2=WkY{6yC-Jt*9$+G8QRwDJ4*)<^31pHc(O9p%kDc)< z^|bA>5j$f7?Q~WeBQ-l{EK}(i?@j?0HZ`3$H6n4}(QMpdV_{U&Ddpgku@^55z|Vdv zy|yNtk+GAK_Ekt@+%jzQnvs1-)Xs)t$ZoZ2G71hN;k9r(Jh&Y-k^)p&5GKM zf)a}uiTCbe_EIY`H8vKuw>|D1N5?%W8j=@kpx|xBL~n3}q9GI0P$f#!FlI2T;m_9n zYq{70DH?|UhX!5>F4P9D6b)mT22Z+%0RLGH^2;@Kwr2*z>#t*2|@&6?FhOjVPMGu}(p;`2YW1TfN@?4)W5z_j#6!HBK1e8uH@*Kp{@y} zU(1k2MVKX-tfpiNvRD{N3YS%vFj9o_;>^oPyt0e5qR4EdwvRGp>68w>g8_!Y)mK83I*_#)%u06Bu+CVql4k|fuL z(&U24kI)3M4c)sJ%dWp~8M&xGt<`6>B>8RM5NiY1GIHA)-=(9QZlcwh>-Q$D8AX&WaUb6k5x*~!keiv3OyVC_qgM6zWHNA#}Q187S zvSskG;)iE+;{cerR>>&ceFi6AyT0D}wiqHdom|PfeE^gT_%3hW{|0aYs=tL;5Ujbn zv?=q;E693!No(}i5D}O*bib;5*8qYdb%mRXJK#yP%*%SsA%Jxm?;8$3faRWty`3iq zK#O7d3GMZ-p_w(j?!oz55Y4y}>9V;IcqjG+?x}kZBkjT4x&&&$zrw>j&gUK6t+9|C z&3_Ayy@^k(Zry{@;oG%mG`gYn1XrapdIQ!uX%YGM#7Y?1i+cHYwV<*(Hiw;Gx?q(C zU#9n^yI`nh{kf(&3!EQVii_{-0{OsLCjXFH_ZzZ%0Vrg_;fh#sI1>&WE|=n16-0_x@-4>Ueo~HX zUL4MR2@dz3a-{R&a54NioZoUBu4e@f*C{~r#~&00`fNCy0mVz3DSf~5;BYCFeif8H z=a=Ge+bR8CQ4Us0zu%PO{7M{d+iD!{(i&QS%D6a66}O&p$Wsm(CCY!hD2D;%Frgg# zD95btJ5dg2$`M65QYl9fNwis4o@BL(MTcqVqYR1REwk{lyX@r_#(NBQG2obSl#8PN z8zM1mG!Z66uA`*rNtxM|dn6@%GHHFIp7+n5ch8*srP1G4F`gZKtB+NXk zkED>Hdz^7ZhNSPwLzg69++o91M-k1g=81m?Wx`P`r~Vr|Pi5&GNi(Nu3~c;CE3u1n zd{3)mWd09Rse0%r<5U=AsdcQK6}=w7BujGNzE3cUoKF(@t}4bLQ+hd$=@UZ~nU@q9 z!YRNs^h1V}6~cLFb_b$Fy63QFE8`~_(jy{e7a~sC(B#FNTp$HB8nH1*lWMl_qrfza zhrkRK8xb-KJL7NK>2FmI1}aD*pV^d1xd}`vOd%9Sv#3)Q38$-G;QWu3B+en0!=&8z zOhP1uM4R@gjgD98kzy&r>miyXrpHX5M9 z&=op^;n8TRx|8>cNnQ|IL6fh@wKA$S2t!Ua;^i|k!D!bp?OQ~tW3b5hmqRS`MpVfX znY!7m2*2$?m*7ZS&s$>!ej8z-kA!RF8zA)7G7tCpwU z%=ZbMI_K50>uxj*;c4<1oNIumL<1|aC`7wL zn3Pn^y^_so7r&!;#d5-|MdsS95?@Vf(O~6I{oXnUBzi)3bmy%m)b;6jqV~057>%RJ z7k!n*Z+ei0LiEn|jV!K4&zdtbiSLpis-?Koaj89GDf+^qruN|Jrz_#dx1|SOY6YWZ)2p-Ier5$yaxu36+m3=Wh0LtWs3viFwOe#us6q4$D|ud1IM^8e4(0DR!%YLah#ftWYImu`8aX!*dBkBoW@|7Xu&`> z+J2C&NMZ_#&(Y++m#wZk=aG)ok9`&n3n!zQ%bYHUpb(UWngc@dZs@&c%%$4SpLm){ z2M+Rn$k?=$W|GpY#b1h2QNfdxSG}jq(T(U`CW(Tt(4;Ppu;Gel&~cF_Z{An3)0+JZ zT1Bu=FSboVh0A)5PB?o)l;6=K4sw7rFB>1|FsS{3E0=sVq*L7&G?XKty*5duelQsw-<)oV?^1p_Cae%VjT8$G(CN`JQQ zD1jNB=J29l+hO$XHcgSkHPtkeM%CmmEPAknYEod6&uzS{%G3RN6I zR-7i^Rv>p_R5}cDo6Lmo@mxSd>t&eKe^ zZ{2NiAzI`d_B(YW);wO@Q=4h zTOvI6?y=o!DowNKD=&ZM_GL7;`;!u3)$Dfx&2%}58!B6(>OyCytoP3m|47pzjT0}x z`0PolJX=1|!RO*e)U|1&DBjNv);nqU`Ac0!{A0wzgueY~Tg3(PDxG)#Sft_olMt^# zvq*qUu}G*c@_NkudtiRx&gmr-i!6!kNg9-ghJ2n@mUKP;3F}*KQ{@Eh2$Qm$qww?8 z&K9|bbmUg~&eV#r1U$@&uGK!yftkmRg?48ZXclEk@@^_&rCGGOHm&wb&1Lj+^=e

v~Xh+q1gpk{(duSw)rG9Q78z@2iJ2Gq`fK_&wpSmLJP<n&HT z;`{};#WeY6tyYc0H_f39F_vkZibomymbV^!ehc`UOPFRZmc!9;ZKaW`ax{y^-eg7O zjncf1?O0C>ms}M3J&H^Hy5SH?a*1AaMzja9Po}$G5q$xrpJq~K<*Yxhul>`diIkq6 zYb|}}1p|RROB_@pkYQG`>95TJNO%n8H}>LSA&>40saQtup;@GLpAs6R%S%43SGW)3 z!n`Yt`UB9k24Rhk(I51dD`ZSl_!qD`FQ&>BHW4jO1n)s7%lDZs77c{&hPRHCzK=m8 zu}@>2%j%%gf&WdJA0s`0J3c+E7t}^G=^(M7^w{ng6eBSzccak)akfSH823F#=SSSU z#T{QjRqH3Jytq9}i2Jk(TFuqVZ|~#+2?}G8?PY<;W9?RLeX|I}vB5qedi3`{lf+a0 zYWuj^tVvd+={jyL!|f^>b@rd0z>Z@l-CimNqK*TH&g-+!prB))^gHu^fPLKwsyt-R z-SdwN!ciGvmGfDL7MM8`{KuvL1qyhunmb&uAGFn;q!ns9(M_^XEx8jcN;ApxI-@^H zG#SY@tCme%SRTZ~vCNfe2SD z{3pd2N45$3IAAF~MKP5oU$(T+rotx;adh*{JTmwIyeUp!t!Adt=~ww-t-fF3jg-lN zHft>1B%J49_=jvBY5?b75kwfcm5a>X&u>4FZi)^V)votl)QL=V@fO`{U%)l#P^!En ziBq89fHTaTNLWH37NWJTDdye}YGBiz=Q|glCZj6#wyLOD^M6c2#@vA!duG>Nlo<}5KNqMM{P!}B!KeugrPfMY__;e>(F3S^PR6}AKd$Z-dx9?PkKu||EGWgs(zB6(w;3lOdZyhg#gDINKZP)Jua~ z50@}99I`~mO$IXTHT%(Lfx0zh?hG(MH2H~Bw~zf%@I#hL_Qi{3njnWb#phc04DCEA zU+p{80v!(5?&~H-(@lzeGu^bL^FGxi6*BLe3V|r}-C}Ywv_~G|t|(oJe@eMG`KGQ; zQC0?&0>igi`5`4y9o2IOKwSQ@eDUGiXm{_FP6BT!aJBRXCkSVwaMfXjbUv4VOkyqV zI{>)ZMR+Euf6Dk26HZQ+bkT>0w$(ETTJwU5ZL=)xXR+B`q(ShSpG*R(vLyWw%J<~6 zl2#tsk4ysLvZVF=EB`CW_>W}t2wN?wTxOFqlUY4=>tuDAgPrj{^^|w^w3d3BziW24 zUPnDw;MvDca;5H5ohjQaDXNg{PC1pNo>FcGXJb-WJ9{3}rYW#mL4Ff;^SFe*G5^oz zj?_BDbSR1}O^g@dspe=|LKq&g5O;f?f@B`-clRbQC3`VMt&!QtOxT!4lV9mj<2d!@ z6DY`^C){4ePwG<=z9IOzrmiXtJVLB47{IY%dmfN6IbSnC#bQe=iiU{+&8%k;k6Ypk@JFcf&blXJ&T@@8jl>Ln!% zZ%{PMeGaAKueN!zttMx0Jv;bIe=Q-UpHY9GgE;w(2J>@!rgn5!(dK2`(O>BI>hFY< z4ZFy$skp|MrAx`+n77nS*Npr>E&&4^vl<&Zs*05}`8b}y>_$Vwzq~l-WZDCywl<;a zs2l@<%{V|W?HVt+Xc!Ux$0cBMjRB5XjSW4hK%0o#^|Xo5I7OR?WL?@suxijI0)LM-5uNI^iO?{h zO+?n9BXuGi82`_Sz}yU*YYcGAYHa9ZdEpwaAw$5N=RR^*gOPkzl&F5Mcmi%&AcOb# zez-(#omdkUfpi%ZKguwrBGI#9x`|ay2+9Mhc95f#>jvsQ~e3_l8q#;%XFeMZXcdC{}3fC`4e#ce#^Zhp|TY=<@{ zUtYqtG$bLed$WGz$^Y;LM=Y9QAqC?#MlQ_5F*n2J8Uq}&8XJ0zL~Bup&!RbN8yj_& z^AklW>nRaEEMj6|3yU2XfiV_gu8jE;HmMl0v*wX3UU08rE5GdHcq!YIx?02HFcu84 zh=hd&jGGuiFfYYi1)DDnH0;W;dGm2sE{-_2eby2p7VEKqi$y&w^kDqQNQf~3b4Sc4 z7ETOi4>sn3U7h+9zfR7fNtYLpQy5BJR;=V@q5V&kaqE(3{x$|@S(T-a*q((gOTv>D zA1r~rA>kuPI2^i~FW0vb&VopQ4eNV5Cy)(~>U60y2Ftq$)(!tra!tEM|u+4^W{nG?L*pl)&_xFm+N@p<_nWuwvS`* z0;(wq@5OGR34XELyF5$a`?ZGRz1745IQD7zuJTLqFfy>(K(0IhsvB}Q<@Vdcktr!x zzCaC_2?_U%aAAb^iZ)ZI{VYCAVx#issZ9Jq=_y~<^{(hc@VU!RV{9Sn=F>i$>`}0+ zQz)%uI|QpfS91ICYQqwi*XFJxiV(xtIHLUJ0}yw%zjBsw1&+pFmMlc&LddqyS<7Q{ z4ic0DSKD?5f{_QGbr16~xH(lKsiD6Y{NL}gcN^aXrTh6GJj|xx_cnHERsVjFeelMtwU@HF zth=(Sx#eAPUb#&CF&3C(+tEFVIg8c zMkugOitbfe-wSyI!Y>|gtb*bk-amb;wV=|*w@!9d5rjtWE#yi_gSS2DxPYV>kUp?p zGVgRCoL%5OItS}T_ zH#DDqHgt*z!dC`b&IKQbQQonYyid#l?zs=5gx!(5{6FR63)wnjW7BTopAG6|>~Fh)&wjS*?n?0}eCFoEdEbOj zgU6ani3;g*5NqGw@u|EYncebu9^yI(Y`q>Ac}$5TVB_?&-;|>tYTsR)fRr|9`|i*^ zHjQ8~ZiD9A;%s;=RhgSH;|TBjqZ*$Ct^^ME+KZ*#M$ny6a><1+2Q5BtEYFe@h8isU z9yG2(7SiUO`WLm z44jQFgg>$@g|YDEAF8J-fxDbZqHk+H_(sc}$t_QYUW==lbsUj!uqtMIZpUdjV^$iq zCRB~AuaQrIEhds8T$%YDqJsBzW!JIM#mV*o>0jop^ zp*OMu4=OJuB(1u*fAdvF!lkztBZ-wdeaMni>Gigv(`a&Q_>qR?51`#Ui+shu5Ki82 zJILr?0Uf&w?nwCOL!D|(mD6NTI81C zq%2c(L|isf@M$QjUB2g6o|6JHQP?gj=16%RmBpDqNfOrJu}nf?)AbYZcnPu4F4zXF zJ0~X<51GKq>sl;5J?fAZ#((MeWkrzO8q&kJijnY=Me34E#4UIwqJDC1#W1RDx12c6 z_Z*q_E1fCa@fP`C5ejkp74;mg+0B*wDW)0edcDqQak+<if^0&xpcCjB<=xp9zW6e zdIcF03~KiFQvUwYMfT-e(tfF)73kK3w=+;{i;vVQl5 z!`d5uv|kE^_m{aez&4!n=Zy)6l{K%Nhq7$_(I>G%aOwW992YiMd_;ynpKWAub)`pl zwrP!LwMLeta;&F2ew(SR$yfeVyd`OvuzXbxUf=k6M_W%mp4|Z?^|Sw&6#h|qI*hP z^xQaTJeL2Z89D@ey{7hC7`_75H78Tpi_gPAmDz2tz!NZHH)+n*5)ZfS?Y3M~tU@27 zJGi1=-bXr5rzu|~W}=<9+WCmm=@2GAc32^+1SBf6Sp`bUK=*D;uf-vENWP?aN8QpC ze(cxUQcg_lghJNome2tN)9!;R5yOw*bPuZ@A#RAPF#zO@_@m%=Yc z<$UNMaxgd<4}+$}Pv(iy2k<6twbEJqD)QI60CD$lF%^@O3&|JnOfuv*a%5j@1Z-*A_$g?S0J$6AR(G!HTNWZFeBy*r+5Kp( z_+5vwTmfX_8Gl(ZCJ-Fk^s*H_jUY@msD&xY17#15l|OxQ4oNAWsXp!>j=J`85jPZm zIggYa^o+=DL8#I`DNvwe1Nd)rsnY5AhIa|}P4=oYM`eA>RkMr_{6>!UAyNfy2Gmn-C3i$SL<;HMv{Ar z{lAt>UjV#MT$X;M7wmEreo%Az8RUr#2p5OcfS@L6iIzz_6!0FfJRZ>we3@BKip!or z=#2_oL0Bui;^w-kv8V}7r3n4rT5f?jM0>oY)1<)kw$`%&!9&Q2uV9>PXo9L`JIlA7 zutBOHbKHMwf5Yc|#El)$ccR?G!qN4~lIIM(QA{#^MGl7A{VuJDDOlSKg~q5U8}D5l<{d zj}9$Ens%d|w5GWGXh4Nj?H@8N)@4fsa7Q@d1bamKI=Ae5z_M{t%>6 zY)ik_*Fn4JRm%+rKfoJ}3=$gQfUfvo~AE1S#pMJj35*2wxk=LRm` z23V<@xi5NkA#8tfy}^FE3VyT+z0qD}cLUI6rHagh&>^KGS)&3WU2fJW2z6BTVK!zly&Jo_aHpnwqObyn20?vKAU2BV; zz#T)OCtTG}zrzU_N>RDKHLMeok8q83|&d?PPPPegAsHjItzrf9xd{ zm7$JSZRmetq;8D9X-90j)u=~AGPNs1<3e_V`kRls*OoYd^4@{gxH21jR@mKR-Q6(TH^Bm+_{{aLe*6 z^YLKFWL8s>tLxSi%$Q5Sr7%XUlJjWAXkDO@+<4d0&3(B>C-ys#|i+yBi_~<8{9{Rip1;U$~rjGlF~>mY%SU z`G(YkH@7KVnna8(Q5Te1U!Y^F?=uFjm;`>q!k3T!uah;z(Q3 z*c!?oe?WLN{kT+YZH@~1op5#E?JR!eSr*SS*`)$sJT?rq?8!$CM}i-``5J;crmA&r zya_-f2Ft$5@?8gJDbpJF3#HH+D3maB%Ih8^t?$i@ypQ-G0# zD=^;b=@bdtzwzcSy?zRMKV2ei+3*Y|+j?J+?a8n^>rKut`!+c1;;cb9+Xe@DbMgZy zq$z~&57qdez`l0E;R}17fDCR_BLB4;Ds;~+*w89J&@i}mjBV98x||~JZynbULt`I1&^8K5Udr04>=7OV z=bB~q2c5=X6)*1g)eYldwd?6kDay+tS6ljLu>5id35H68^9MEIv3M1S6hjSINjf~W z_RdDX@4T0SH&rO;b3y)eHyKH<3)=nN={|DfuPZ-vydGK9GzVOfs7EjIRfBq##=z}G zT&m;ijzEnUZ&xzWs~v2Eet%Y^kYp(Dvg{$zCfJgA*wWFk34|Z0khk4!f-yD|BfLU0 z1lEk0cZ5^^c7T(Jb|uBxrGi(k6c;~+cpZ&4`4sd+!ohW>o9gOez>;uhnaX|ObX7OZ zH-Cskllq@G8ofb|5loS+MIX`ov;1RBPv4^tDp7I7m4$&o+~MYUm|F}bGs(FuJ!*>D zQg2E9j8#B9cKPl{N=#7XwwuRwn~$RFz%iY(*b{x`5p_T8;)U3_)@v*0*`mkAX<$V8 zK|SxT@KX5!0chiVq+-Aq2w@S<)*09AK}8-8G-Z20_V+7N-5qXldfSrbzEKxApFK_V z+?#L$n8Q4;xiH$nZliD9J{``eYA~%yBxMCmerK}Q7qJAb)?D$yG!=OCC?TcAVKexR zsfe_!8p1o*vx{=F%A(t55yUg&N+^6#g6Er%JTg_btZ3gk0ZM1HRrNN+qow+sOYSiY zpcV49OU8LBQ4^Es_u`tS)OD{|ZmyRRlPR_z6;Q^@s^>ujJHwsDG3PXfP z%ErLu>H`&x;4uh_6l0k38iN?=2+32qV~}`x$p7$eAHdn2yC3#yHw-pU?-RAGhS!9kElrO;U;9&wKCvxP_{|dw zzUzBmJnyuFop+Y6?<7**W-O4|*6Cn$4-9gBqP*3c;QT0W4%gNuSg#nWv}9)!wC#zN zDYkEd4~3eqtZz3#Yfh6g)7dxZ!0>3%BQaO>OS$xNpjI2)+xqNhx)uULq=vLEdIAkS zD!m0-kKtHI`5^O`QV{7K(L7jFgIu`{V$-s^5z;t$o+w-s0ir0y?AEuH$jqcZxJkkt zd3W2i-)b^J!KTdNH64f0E?Y^x<+|pm&)0nW*2crgg}Xyj#oPgTHi-52_?<*L`#SwB z#IB)@A6|zaA}oRxn+-mWR|LSV>adf|l8%rim$T|boj2g0UeQ${dqGZfm-SCQPbhkv zO}xMw?hb3j35~XgT_LF_Am&}gc{KImnCj4^1f=d=_wkyb2NL7Yo zxj@R(7>?W-uXtBt3{LwQr)!*ziQv=mP->FF2wLrQb@rLGl#*K4BK z#zC)`oi%rC3_J&VGZi0=0db#&g;CxZh?~A!S>qoB{i3^9w#gbo`lhif@}gDH;?J!v zteTHxMxWnRe2oxjO_&dgAryYqy}>l48j0ZgLE?2aIyWfPRWC$FKaPc%*hNt8IPDPU zN=dhab={Afc!&Y*ATNKB*VFJGEUx$-@zSUXq~d?BvoL6aPjM1_d$gM%2yA7g`p@^sHE*@liB-a$?Ix>CWwhf^ z*_~Lt*o(pHr0anjqFDXlHn+T^@A@N_K}Xl5w4!?HEa# zb`=>F@}@w}i&eRkk9;9x^DFVxHP1jyB9<}4oeYbM?AxHk%6KS7= z+Te{e|KV-HZLs)I!<$}8U7fVV{@Ii-diT@2Pv+(y{J!xMZj4G+K>Rp9_AOQePK2;{ zctx5()#3+EhSSDiQgxEWuYf|5(0!~Q&UqLE899}_ePINuq(OtDes1`VZ8<*!9K05+);S<2XD!x{3&=7@%44-aw+)iGfCmo6w>H69wdH_Nx}2&@(%87 zNx{eU-jHDOu7MI8DV^00VNj<2b@;H~I9d~KZ~Lf%@@w%?)1`w?DVe0@TK(_%4`U#( zAzZ9sY792+woJ609s_(xY@FW682DePJ@BdT9Prj&(?L3W;YfnCex6Yk{JB(eW-;WW zVfWqmgzNt$GSSEhm`W^F0}Ln zrL6Ab)MI=93_UXoF(55HgyK))vSKdeL$}w)g#72pz;L?Sbj6A})`%+!PK=OT@hrVa2-=(P-SUs5P|8D6@cY`g?|c=nX-*yM-|(%(!I3{6q0 zoV|Us+flTq;-`nenPbR5<#x&EJ4aEo>)z+t84jpx9q-#_-y=x(3TIhQVI<-&?DAA_ zSb^j@kDjtmISI#39}nX7wEzL+Aox_-6&Sx&RtAN*1L4o+(8{%*;NtO)$niro`c;V(;PCAh;T;j0hIe-Oc}c+idy`NGo- z>$~>09&jo;VVUy{XE>6#X_Zco19+O9i%IfaN>FUQRT^^oEachiuxBKELwRT7zeSuK zK+%_KVx1$$k>GP78QJ`(F?6S}R_}f3C&WG)=Cl9AFglyf73F0~4>sIR zF@@FRDHEJN`-lKjs%a~3n!v_CigwNHCLo^kCEX*%6Q3iJ7#!J9S6#>06BAf`3m+za zXw-Eq63^!T;Ugz51^@pD`|^0I+OTVs5F$e|q$p)9N-1%!LoyX9LntL=D4EB?p^TMz zCS`0uGL7HXXT#?to zhEvwDHckiR#-r}3+f+iPF~tM1<|F;fR|leZQjqlC>O-GYC{$t0&H0hKXogDXH;L|} zphxF)0}9tu(8unZ_n0Upe~*(6^RWZsts`RG5ma3l#3qhvJMZga6}S1Q*4j4($N+{ z`h6d7oQFN5mt=2=r-FGo*Y>zXY9M`uVaiN$G5ol33MI%@K&iJ=TYn{0Nw1f9M9MQc z2jVoL*NQKQz~bH5TQYuHAaY^KS9ymF`X!@Rv-RUi)FMRswzcydYT&JiJ63ldP0-oZ zTpqMSQy;Bz@(rxf199hWrYDwYz2Bvw^K_C(H8^>+G}i#t$rHSU?5LMfY1and(K3O$ z_{~ZS0#@+KMt#HK#Y=Ejzn>(_cFz$kvgMYo)14v4_+C_QPa*1kzn}iwa}{tHHxhS} zNCxul^3GgwU#g`+N^Sgj9h`Hvtm4rN1iRPF;|eFQ!tr+{p~;uJ1vdcc$kNhOby`e<`t`GfpS1hN87 z`+0|2A=_$O*B<6JILM~^>k{=fA-wT%UdLqHK_wE7bWhex{3l|CcCaofH0UO9_!a7M$R@>3Y$ThR1!P0Ag@OZg~+gFLAO zCg%0(k$S0wHdCQU&!AMow_Co4$MRDN-93DKw+*^LVEwX;hI24{OgLLLF+Y!Z#YU2P zGY3HN9Zg5_PSOXcG9(h7W_$o%&MPufgD8#J%GaS|!$*1q{GM5V$%R9x}L{c~!>*VA;dG;M@EZ!7+ zpYjZ;9r(Z)Gtz=~EBne8n!Z3Uy=Yj+J1B^4OmI$M?-MjC(W5|XavxbA)4oeu9LPtK ztG&+%jA#Pu<83Ep4T|-KQK~e3SvdLLcky&7)dN>_)PEQ&w_S}XY0phww%ZYHRot^H;t61pd99VEW zszu>=?ENbJ=?sKC*_y3uDMwUdJP}1Jwvo6sWz*;HTZD*5m;`A9MtyjQrnCD=QRVB1 zWBKQjSEteuO<(Cz4n-{j-nf6iSNDl*L(QyXof&am>k8zk$!Oo&P6+b|aw)2P3hVf3 z47ATR!yL;pf8bOz984^6X*6qr`4f!y(i>Z#Hs{-msO_y#-81mjYA6w%su=n7)NdQy zEjzY4p5G4`NM`3%^(^65XW+cIwF^86v!vyUre?vbNm&@Yb|67SeoK6{za5lZzQpx9 z=_0I>AaDQjF^=FelccN0S4HL|if*6(ew#qbUMHRNAc)}2zL{n~G?BnhNjmB6n?(3P z`8J|im`vDSbu~Aea*J^8(5*D>ycB{NbK#@R!ZEPAt@O_KtUnxRqg)eqHx$a z?V=woC^CY!8+O`9^$nuW@lo#CJ#Wx$+Tb;$W%hQo zDIIKri{sPfSootKW@Tdht;UbaDNv#iol@pQ7IyU-&P3G2s> zuF0mp`7&Z^j+BKi>ei4N&R2C zH;T`2t<-s6b|OsFymZtyCANk)9CBz?CjJ~dsG1|CO|eQmIeS<=vbV)-e`= zSHD9$4jOGy}BJVsr){sXw;-IafpS2}_T0dL*`V5gA#-iqPb?`7DA$GxCMA3qf z)M@{E|3^mx?bZ85Up8GP#QE2jTPykz+}Ljlf0d;niVXLBa=mQ}h9?b+$Lkjm>iiWD zz~lpi&X=+togfuLr>jJSNk0XovYvl=Gf)S&@?#1&Qmu-;wSsSpv$|kjh3$wLB!XRL{oqJV`R3&P~jNWSL~LIC`%fuKo5BI_9#6d zqktVlA_egj6yCpBqueqG9Fjhn>M>ei71MlPg0z8p&vF*O`#N+VqFEeMT64;wKX`Gw zRq|7Cbtvic4km+0xkUEZJ_`6$50E9cR>4jmX4hR(!bGo+(dx@hcaeJ2&CTOV^c1@* zWlreFdsK6_%*ey}7b@B*|MFJoFI2Mic~YLnFI1pf`Ay})PgI*S^=!D{2g=pmew7qM zJBEIlusFqjH2%ZOT(=qo|Lvg<5HoxR*IN%b>d{MX>2EQ-6 z_PA8RLz|HGKN2XAE^t=fD0m8HPYCRcf9i}peP8FF%4$Vw;zFYJlqblj|7-ov>gR~f zb9d3~`U|^#uJ~O4gkD zOQ<~i`Lv=k1&(pFY<}s`25M(?*FU5F9GhgDyQxHNhi{+Iw(fT-x4okcf zQR4Q^@BDiliQ-(Iw$pa@e;3J6Zc*8B`gyS4z?Es~qXNm%j+zrs?!($U2bDOZG5m{C+F1ha(BP_hp?+prP7;Q<~2P zB3z)E|EW1&P&T3TDT%S~R3y2j=gO{)tO4ZxCnWAek{x+bvC&?UowL3aB_dtJnQ?9mVHq`8`VotGUClG=GG_6aSL!bPj zO+&?Aqi0*{dajJlplR+~73FmwP#jl!%jo%eG`Z<}5Mf~fHM*H}&0PJ6at^aPl7=i_ zqR&l95hn-rV0NE`iv8jfID9@MDC|objHu+5-zg~qHHRyWnZb`Clj3R0VNn8N+4g52 zE0w`g*e;qzo(d4u<`Fvk=rt&d%^2D$8Y04|*_kie6$scbz3Dd3Lg_s_1QxtX&|>>L zm9sfz=nSu-%$4y9=c00f4}A>3?1|uV9EyIfTm=l8d+yAt2+En-L8KOk4ZuvS_2jcTs!S%DRog9hj&*_SGn>!J& zXG-p=24~_YHf@IQv@U-aNlT2NZR7DpNd11`b=5^N*l|TF=4ea^P?=1|$KC}L^O)}h zeG7zi?@zg2T_G^iqgWxeCKOtk^yy-bM!@OUPKRC{i2|mIZR)PS-?AI++SuAOPY4s? z>&gr}0S(8MzhojoDKzkdd4n6dx;;M#6}ylPr4q$v3(k@qvR!6)nH$AuJ^nq0^Q+)s{e<#HpZ4*ztw>7IpLH!hP6cAUUb*DpL%+JWxRNi(T-6rqDV z{4O6CAl0It^S8SuY@Q>jganI2B`?rBFY>PDUv=oJ#Ii6qp#iy14qL~sj)CZ-t8L3J zRuBdQRHJ)Et$=4y*u3}6MU-j%vRQK84>cElG|PP)h_)QyUl=@j6YX&vf9!B25*;fJ zG+%EViv$a!M-+?SgWTQO=pwW&HnbDp( zzXDyDPiQccX+^Kq%enN!+L5jMX*))8C)&I@)cUjJOJsK3{Eh73D|CRGB|{RGEkoAa zf||GcnL$CyC|2xd0^E{5BJeKr8W6x<--AC6!b*jroO=`C0pZ}Pmm|sG_U&G&mGT^Sb zd#*uV7^vGYdTgM^$#wXNmh0MOz=+%iErISVa5$Kef0smM_SO8BUz~D)Xsht!lerh= zmYUt8r5avhikXg8dEjZ{*aVw--4RvdfDhRv{i-2RO-t~bOW>q2vEU$$dY+#NF*r0# z^@WHjaVo~kNju{lzDP=>!^QJyNh&2j_MT#Y3yFo9_H#muFkYlT8}cKYdiTvM`*X+B zVNN|?rUA~aJW175N&8fbBZK@ZG-#_DC3z)6{$e{jThr}Qw9pe~c4pyU20o)(?;Cc{ zO2Sc-`Py4we^3Jw@z3qV$+vfusbQI~3Os6g53U@5eB(u*UyC}?G^u)dOpJxn|0?N> zq3U*Gz^Yh*4DMRUFIJjY*YrVG&*wzbZGQw(1f}f*uhS4^*g?7fr!j=S*Y}Bx3P#;? zr-d5|uYmMAsXIOLdl7PaQD9wS1_NRN--EU+pf;al)zzQl2O`ClH$GJEH+XRG!^&eJ zA*9&vz@90l!oJT?fQv)dtlPmkbVLNmK5QNSl6hg%qV?h?_XMONMx7|NDF8Jg-3Z z+kVgQRV8S`W$?mi(hwNAaKEVPzK2u>y10woB0zPloSt4N+D6vMMxBg$k?7e3RZEHQo{}iY)iS`no z=pyvcjlVx!FavFG)i-3veSomN*_Ov?Baw;LEZUnvlCt!dmZ!-w!C)W@Z7Pxik8-9A;Oq+moX(20eMBZ6<5hk~) zb@(SnLG7ETi(^z)7i|};S6wt^i_RHHX z!WMqDjlP#Jp^>yJlUBM8E92i_v`k3x$|tWb+nJU9;OdF_SuE%Div#?UCcco4maMDmb z*G%vYb|_N3XYJhSucsns{s!vJ5y?ot<7E43nn~ce_qn;dGYHn68xuM%WC<}Z19t5Z zr3Qc9ygm88+6XBRGjkrbR6^n{yQOkn3Q#pyXZc$F9*9w@Ghsg*|2~ddAm=c@L3crF z8X5lC$>z|t&^Yv`Kn+3}tWPH9U_n;E{R(9gB6^-O7B9@fk@(IlmhUfuM-vUxj(q8r z@iTf)^yT~Kk&Ek_yRI5%trRF;jl+4L(JD%k(nhaDrhf=py8RW z7-$m8OJbU}s0GSwduIMxW#s^0&U}6&&M*z97xBL{2RDV~h{EpM;9KguEdRpYEBnudP`)^APC=!qX+PAz z(iNb{f(`NOJlQ08n%=VA?HyX#(VAzw%`;=HN<%*!v(~cBgDvnMgY{F;!? zt5*n02s(no-KQlkW=i`K?PU z`v-h(d#bXn19-x9_7*NStc-z%QOGO6_BgdlYbU~_Z>q0+;mMR6!^6k((6NC>ilblv z!XA6PSktnTII!;(=@N?#^8WVuu&99(Jlq#x^{BrGIofRwlvIrZCo_ddDfOP{-g%ke zeyVT!s>LCR)7Ak7t;;9hz2iaEcC2e?yq`m9j~tt%{{qS%ju(~Hh}TY{!YGrU_39DH ze=xehpp?8EjTMM5e4MUXa2~WIAtOs}3Ur>^^tM<{!ux>g9R>84;9K`FgM*^M%J?t! zo_QyrRz%+Edy1QFFngsyGC3(+&TMp)uOu0h1MB}4i0BY&zj1FHEGd0ySvdIbg%vbo z+_FxcC#VHF`ntS@pt*7Y$L`m+F6?>-vJ#EX-Lu6gjyz6xvrLA#6n5XsGR_~>+;dx8 zzwZ*Hi}wD!EZL9F=$bS}zK(?1ou6nnarvUbM<{mF`6}4 z|ELiiWiR{qD}wI70x_qaDxDT;1$w#W&!+$54IMOLCXUk`zYFy7wRXq{jgv$|=_(db`+1Zb19Zl+)bvgo3vbgiC;vs%%9u1Zrd!H}`Le(NwipW652=4nTG zelPtw!;;C$_+RyHIA%^?L}u4v+VuY8za=Kq(0TWy4;`gYbXikM<6nWqUSDSUVb}_0 z*ErSZm#B8|-%s1Y@5<4?3#4rvEN%3!Kr+UTX-cQ6V9>!KFu|z~MQ!!bFt+CW}uYQJ1yTajz4pUTA;>~O)_aF{|XdZ_FR|jj}>Sq zjRWi94|71{6d2ufbP9ZZ`;|is-@>U4qe-`Ry27qIMH~k^O;-xkBG{agv|LEOpL6y6 zc;deTIjp@K5E@2Du^up{>}32`Aibev=j-;ZP=Azl=E(m4vBc7Of975PU7)BfOGjw_ z73g98#R}2;#fa*$T|Kh5eC5CvM9)uNo6kYTP~l$xum4^Qvg=TQ(&7&r<8uY%J{XH;~WMii^xjMe%5EUWv&#cq5OW# z`1e&5_K_TMTf>hl`*Wl$nhg)tLsyhn!R257W1%f9958p%{aql|-Tpa;R=$um*b!P% z!c1v7ohv^;z0l2jn_m3^69dKNrP!poRs(zt2@SAPc!;WMgl@7@?>PFpSFu3oL>v0J z++P}LTnHs26G}T?H=?h@^N$lJ`@p)p`|hwMHPAxr!?E$NJunj*zTYX;k(j+uz@_>z z-Y%0`pt+9f9tp1z_=`a{cfQL#IdA_IXu?)TTxG)u?95S=(a8D$mNcyn&CCwqX=to( zz#9*mkwl>)ilRF!G_yo$21?=scKZ(Z468p&8H z?kIuRJn`hHq-QH*pfTKXDrNBZ$)4u+MO9Vql`p`HDpl{+4U~O^EB9+e8Hi^%zi=l} z!vi-@TJqH$?gJlt@z@crMnrK_yQFYG3WW3~yZvb1A^O8xy0)3OL33i^9$Lvb6!k95 zM44#$MI%hA~wIuLoa4*1W%d_iVN^A$!uiaBT>#xE`OHT;}QO}j}UpIHn z?Y7S(7q;ms6+8_j{4M(W34zj)pI^}2MYn06w4Rk?l?WQpG;<_EYJcm7A9@8V+i5Oe z$lmwq5Vb%$?YxI&x3B!e=1=9_b+xpVz9ZMX`RSKHlCM4!%FXCq-wyzwkBuc#L%UusRkvwVeiZNzoyRZ21bF6vNzY)ZH<3l$8%0DFZ z?EP$SJ%so+eElkK(YLbw!P(nV54LARopwQjJ8LHOd)P-jsOBg=(%Eoz z*B>lQo5iD*{n_Q0as&6-69qMkUzTXc`#hi)2z7i?_@?)-u}@x?tv%!! z^SeOzq_f5OvCyB5_5UOE=Z^cj#Q6K{yeC#|=@5_q!H%c;kcgYUuaXv(h~LD4Z@Hti zX?m4(h;)3Y@+K_#2iu~z``?yuMMghP;ub8Mhlu}=vG0+^vTNhp2IZOPB*f!k3`^({ zMFW$|)Mv85wa9*PFnM)(1H#sRwLfCd@x*Ev?j+N-B+M)ehIKH4F zwJ!U$Q|!cGQ%@buvhPS-E_AlzawWnuE#M`V&_mfh&u)`dM|}=Qpgj6)s4QjssIlJ+ zuNYBdr#Ex9Rp0M9!#;8+umhd`YF5i`@)%ir3ElNPMt#y;*RHf8w;ZY zgmB(&g~I9ka64*P!G`YvVL|Fb`$`sgB4%%_3`790K>HPJ082E#REaW&Ddr50$FkQFh=v+l{tT>5 zkVD@v_8C~7q~G2#B1GJt=Cv-8UxM2$6$&%x(l9QX+5xvrS%Xms@KcU=wGqcC6VY*3DZf@x{#Jy9Pr-h?0?PORLbN$j=-LlZWY{kK zsmxjqI|p6c9Ms4g=dRGmMhRLS6J1Tek*LLGF&gupkJ1t=`7@UKUM)OU1c_joJ(T0Y zH|j|5_VH0RZ(Vz3dY2(3r1nW!*I^aNeP{b; z01KP3?ZPwI)L3P9{h1nxFGGK(CfYXl&(uWRN&ho7V_0$zm>_y-%?#*gkBR~<*1)~pxU z2U&@g;<^uAUw=gjUISGpxyR9lz}5Lh-=g3ME$L5y58$aMC@e!Zenh$k@>sl}W#SW> z}E85q@k6E_7fOSYw3^KuKIN za*MeRrBf4hb%}e4!fSq7#tF{BDbm?F`yKRe5FYIUMp%pwg}IN(zdgjIk9W%vMC``6iS zZd9g7J+Iku@!>0khuZ)iJVQ|!c0S4U;uBQW3VZM>?xql%(o~2`!o<^J@jX%hD(A$%1?Wnv&y{DT2f6zJnqkcwA89v^^$Y_Z>>SUkehb$}KN z_CeB)a~ofD+y^ETN5_}Ly(nosVgI4NRtR9~6B0NRh1Q()jepqk5Roa5s*D8(69m zg#oX?-#?uAy~X&F{t3$8-|++;N{-l(K$^s3#J}7B{(L%zoeQ?(RBWVnm-L4Uk5HND zHxXG;FdneV#Fk+*z6z3Y5bnb0}etK90Pw3RElLHtqdTXG@j`D z-kEaUb+K_1#hmzezrR0yNMqRPkm=9as0(T0=Ys1v6`vc%m@pqFq8gkBB#Nl!QTPAk!EL;eRYKLcR$kK|F|sm=X{KYpI~RhKKx{)iJuGFsxT^kjx(Xo zBaDcKaUM8{FT)G?D)=u5|2qZvahYg*-Q^yVnb;_i1=3G6Wb-eS_>PIUDUn3J^}CgH zzeZ2fUY;^4^M|rYt`X*4bjDbgcHZSJSc#$AIlRhS&)eLs8&R=Khssc&NTvI9nZwL!y!sY9Q z{lwa5afA9$`>lrjZ)VDHtMpB~6`c&^+vypJZ9@e1sf^aH`TY~=?6I&XG-^gpGXw;kkMl)_yMg<;o$9`~O~JD`QjBKwJu-Qnv-a|nAUN(J z$K6d5?SswTvg6Im1>j>GcQS|c5O#NLT)mb#4sJfH3snB<4Z5S()@%$i1MU3pqRRa$ z@F^pXGviSoHNCh&ev*1=S~i6Lbyj6PXmunkJyXsE|2ZwsT&@hr`tHqTV;&BBiJYjq z#|;#`={iDkO<;8Uf%{H+N)KUX*eOC~354O@hvwkK+%&GQ;C809t=DLRQ3 z9}kHz?kqxd^DlpS4g{hM?PA6!FQ}eg1C3tnkMoFZm0vBiRulagZzgq&a7rSc%e-yt zo-(7y34voGU7<+Em5W}_d<$GZW|V3Za0O-*zXiue>j2+t&WVlw>d+g`G<;i38VbeP z6Lb%9LbIp&wae`v3GcX~XnE7R2+rAgdwp!!A<~$&xhOD$e5Lf1pt3Lr} zId`_Jp7U!xnSQn4;?CjWd~zzC=R5Ov(d369DY91Im8?TKlhL}YN5=2*yyo(_$8n*J zu&cJIlX5l~1wD(*p_O$7p2F(<5nEkI@brF3v)%w6n?$obrW^+LH4j|kLU+T&LCxX7 z5PqmHnK4XXqy;$~+cr418&WZB&u3%UzK&yC3dgoMhHYx)ad02T!M#n(A}Yh~8Cmke zZlgNS8?d}yhjxvq2kID(+y3o}J}P7%<3A~MlA4UO$Y#j z+(=gVsQA+0SMm>^psAFWA;Ng~qp?>99mp5dKS|2^8Y5N@i?H$c<{+EZ5)&^?vVtcQ zEvbBmPeOv?HH|2K6-ew~FR3TI6Q-Zs^((9Agp!u$@jU(XAbwo6;jKUn*)Vqb>FeE( z2}08yVMncukf6M;j_Vc%(7Ue4y_@9(%sqMTB`2)|3vsJSgnDK8dcVqBvtJtW4+lgX z*X}1=+|gJ1BI_pN>D^;xOUm|uwQUm@f(a*~M6Tcd>%&vPwx>klz!z#X#Xh#gK_huk zkrGjl>D>lji{^!lM_C~G3qk7E&?~~6ML(C*8E4eTve|%v8slx5DRwhjSQT2M-&gj} z=s?jirAlc(6h&>eSx9XuNLl6+f>^7~r@v(|g2|1zLnOD6975k>w2L_T8hUdu ze^*qQBkV5|VzNGZ6iTIgxqIg|p?ET{Gf`n59L!xCzh%o7$j%h&)URC)T(U-*)8EDk zc}G(;GBx7Jw%wV@Kb~2ErBJ)@>;`=ld|){=S8g|2dnjXX$^PA_IjD+VgJ&~JN|+^9 zaWSBe#nUA7-GujKFR!0sZ}Zy8Joh}Ou1}c~MpD=Et}2yA@4637@J4Tfih-sPMXqmz zmvTnjx9q7a{Eomna^v~pfx@b38ss47s zv}<1x;S@1jg?UpNx%Cop?RV-;C4M}Meuo^q$nsAGMekkwVMX@RvD~cs;5gZqhiV`G z+(+(%==D0)e18|o@#(!YiEW<<9T_bzZq|4b$h6YQIlN)$4$Z{2TDcVXVH>q3ggYJ* zpgny}sxQ207vQX~IuGvjBg#g78gNnN72^CR0qc%p#JzeNBW^F8xR-F^4qE%0xU*sZ z0LI(SC;sp@2_ECb&5(i-cbP8+?u^a(f580}2lqZ4++}~jZ3U5&7`BrM7`ENsV%Rn- z#jstoI7W~TXMmake}nK>HweoN8~HEV-$p95oGO7-W4U)eCdc_Y=^j+Z#G35c9|`im zxIR4Va)bLB8M15aPr=v99|a~0iqIYFX~d}^1^f;oPwMpx2x~GJ1x7A)5;l`fIjPEqW9P7u{+qWF9-i&Qf#ci@K-b$N}viV(qNpyYEJP z`pp1>vN4+!BJD^=%1f#v;*JH-N#WzjT$2l*v}eCjgOy?ZWmCbi@GG$Uo8jo@T2tT_ z_It+^qYNh{Twc8uW`eF=?}8;Kq6jAgQ{F`l#-Vksdjrm;WP&k^wOQ}IbdaaX*(%f@ z3Rja|^3;`GVFT+(G6%;gc;3+E}cKag2!A;0f* zWUE%ZK=#iyTR*VF9m;O;n$QmiAxrtNh1O1A^xa~hC)D;lVv=*Hk8V;&A>~3Ob31u) zq!81;r^S^Ceb;|EbY3~0koIi&&5!rH31m5z9lYH{6b(8ukF}1&B$K?Kc9c5E$bX1C ze|ZYPd))HLi*L6K?U|1vi-+4Qp8McT_6j3^qgB=YyGV?+ zm)6#)@WK2R>BE!_cL=9mB-)JDRT16~7%Psu2P3j*_j1MX6?nFGdO3W?543YEHW2e% zV2#D5k+ZMQK~|cgNL;W6wBn*<^Jz?!)K6fd#BK%?B_p^fS!aoflEYztLK@xR*mP;%>x=n=T$BZjJ{Sao>-@ux)COVf#Y@ zhV9)rwr&4ln-mJ_IJnu|F>oj2;FiY0UGw=~n|huODDy{=JeoQQD#C1B*AIOmc<`F; zJIv~f=1(63=OwM3a?hc_o9s1Mk z=a?IOuUbB0+hPi18g?<;=cPa>ckQre$`b-#gRHC9wzq`hj~7a+=c(^Ect7+wILsGz zACSw`uLyQ-Z9XaHs7L1A_R~*}|UutAt&yB43Yp96-7v z&2w+6c0>KoW7BN6c0<;{9c@N$VW3kzGnvcE0{7f!1>X+L6Y6(^vaFW^`S3b1_VcTI zD|;K5eln6)lhx9M-#j^8L6Be{i}-Z1n9MC8cBPz zC(oO!aO#lj8pLS>+}|17yN$JBUwYF~jY?_o!4>y2TyY!xR@_vNG}Fp@Ke^iTBaiK{36>P zeJ2leI)=IgQ{q5GRloISC%b(LWfOt23CFNvxm9=}!%G!3XJHEGQ_SklIfhg=Y2&e!m|p z4T}p(Vin20@U~4rFS_gmY}97pU&zt~VWwrP+#NCyBvy1iiYPmHW2&dRT8fMcaaDs_HK#hZb80!EQ$#v2Y}ktHQi(7z;piL z@K^I_YI3~LugMdUa74x2i--CW<{n-**%AwLNRM)v&c3b=Wz(KwQQswC5bq}K@orKW z?Of-CNBTyfXpid*y|rntZ2 ziu<@Vrnn!AW1?iM941PFa8Y7`ixSsAqJ)$V61XZkg{zV}7EF~WA0^ZG^kwBukh5v=H}p$m$3RA`eyRzFZsmfqcx9 zezEgc4SBQhwy2GdC}f^Y!3o8u^7qI@`bOvTFK?2ilpco(Z*w3sp?AceJ|h>))beJO&dbd(1IWQhXf~ zB^$gkQF47PCQ9HbCQ8`MFi`@sm?+7i68CT3mdAPf>2Ka9QHh)QAL1VW{}A^>D!6}R zdn=A@M;zNnacoQD*q+3(?Tur*2FJDnj%_V_`cRT!b~iPd%j^AJKWDgPhE&$=t^vQm zsmuL@7&LHVKd)r_2yU_kl#>3#wue0VUrv!$~F zS`@}aXZ#J&_p!r?x|0tOIse7crRmFvp|(ZB=(rq!?F0U? z0XN__pn)c4mB_ustdbqVm{sx;w@TP?tHcVoO19!wiAM4CAE!hDcS>aFv2OCf7p$8c z%E7ux3%r|5I`F%jB>AEkbF7^_vlnY8Ka>jn=_VJVux|2B6{fi5D462b(!~__j{!_^ z_ng2KHyxj%xtlM@r%hPWtsu7rsazTcvRL{%kCxGD+2Rms`^sFK`w zMt?+!J}ydBaN;&>#fUo)C+<~(7;zJD;zJ_&Uax_Dp@z4ojm@NPfwRN2`U zq|#Qs<)lXS`kT$1sJ*lggzaJrpGF8kkX)_(QZNnZShD!Fc)cUY9ktKqTcQw3aEtq~ z%m22x-{ThdCfwrg$1Uz+%;F|N<9|GE*DTBiv`xcoz)vqR8*ta#|7`>A$8EsPxD7bV zkJ*4SxDB|ZhdCudeV9{XgF7XzxKlF1_}eKVse|c$%qppWi&-T%FJe~7`!$$VGMR&Q zlOA?hH#zT*b(6);ST|{kcaye1ux>J?59=nil(BBo#ue)(eR07}!UgyIZ^2EXD(-$< zaj(Y}Hy^IJui}cEf-CM%xZ+O7MMH%|RO6!L`~O3ftflfc={Iq2 z!-@OrNsPFgaN_3s4{?j&#I1)DcREho9yqpZactY+*p~bMU^^n2f%FI5#W=W$qLto1 zOm`!iJ0GVXEz}WwFPCoX;uHd!P-)url?w#o!O7?t{z(E&V79%+Of$i^=FBd&jrjx` zd#2~6k>Lbi$-&qxJ6pn8`SPJ#`o#qOrDrh)9$Mr*2Tk*iPNtIuqnO6Z^<2p9qnSPY z?H9;TBm~z<<%b_5t8OaTk<=_rHVckrUo>DRzmPBst~)SWi7%4p!9)H#_tC<(6Wnn4 zem;3`NwsfSH~AdzCQb2fQV;JY%W%c* zH-IVbpSa>ai!1K!xZ>WFi3#q*xZsw?1vd*WxM!%Mg!EgL2;r(E4_75=xGFi0tCAuS zOq8(TqU07XN+NJkGW{RoZor9q9ZuYIIB|dJ|KGg*sG^?qhq$wG;xR-gcVT#A+FzKHiG)Q+4*QTJH-;24Wf5=N{Aao>sd*&zpj)Y z`#gcB4jifT7!E;*BglW_hju6@=66SIp#Vo;pbm&OK$aCb{18tSHKu{^FyFce`n`(u zlwV~)b=w)?QR<5oV|pHXzNY&Dw+Dm8A>Rqf0jjM`Ljma95sfZ_F zC8Rv{G_VS!-VDj4=v0s(IxUdnMOZ#;I&rnVS0xR~quaM-h%J(jnMZu(8oUYJrE*J2 z+P=sn{J;**L=~hJ5Z@&rqzfGkX1jNUo&_7r!o$WKCh&Cm&e*(;J~U(yql+1i!1iqV zMa{eBAmu4=^36?Ikl1xbDABzcdGq%*dH!mKYbJRG%VVToIL08?{>!l)65o=-M0eJ} zSr2nb`LSX!5_(-i*PH=go<`7~>Gy*dV>>I(m+L}k+UNWmPQmcKJFXyYwi!vUqee-e zsz&{$0tH)aN}&0Xix9nWE%a~??^7MC26_`UD{?{^(AsJk%Tz9-vGr}|6rP45P1P_x zcap^j#OwF#4F`6B_J)OZ9?}Ewx<4+ix~UWT4z%nHk9rP2xE^o{?JNN;r(o87eOVxW zwA?~2tQUOuY+$~_PD0@}UJVHcnvq@T+L#pSNOX6O7Fg$K5+OV7=qzJ^Kay7#Ln;4MFr!D-%u$YLE8uEx}~ zlWj5TDNJ?n^OM{_!p;czK&)Z35QssHN&-1AJX4VNr_Mav@mTbLq)O7-A`pT`4=A;i zhk2mr`qWil6z@>yu;!vq=wTFEovLa4?g;4*K_2;nw@W5=cn%hEOBfz0=H8e+SVTfrf{ zK|AVeP2}PR>qQ+=Qk`k$@wG1KBkA(NbVn6b?YP8U=wb%mLT3w^O)f&#kY)=j$n0TL;4`6EjT_ZOlF|5 zfFoy*hV%6pflj`?!*ZxLXjm9ARQhtj`qav=ed8`5gG#Q|n_3|b-H>`mNh0#|R*ByJ ziViB6W>PvgARv@Oyhb?%LFO+~1}gO7xi9w){%c1-x^D;Jj%;bPHITK-QPu`?LW#He#8u7`s&8_r*lBj#*;lY)wSrjxUBui?&kl))p>_w-TrT! z2n{VNEhCi?GLj_s8zm*OMU+vJy@keYQ`sS_GO{DG*L_)$nNViRijwt@!jU5*^G~sa5c;j#% zCBp4Vggb6E+_$LTpTgOGOJw`(cAV{4BHJnEYl`&29!y%(8)yRd!-1cvIeU(Dptj}A zkr}scklf6FOHz;g2|gJ`NoOAKfZ48rSX0+pxN^$vMDnhDkgdszjMGnqu-i?W_iuX$ zdw5!=Pn(~DmQ%5%{&u(Ec0$sFf_?AM*n{XBZw0Au5Ynw@?KgV`d1CXN4c*iie3$kd zFQW?i4u1Ir24dYwGPa`- zkRs&LY}^fP7Du{6tQsJ7YOTHY<6`*S7<_8?xfC#L%IrT@a~&Sj`QJIWjtg22*E3~j z6rdji@nSCYUmLXIT|BV0r6j$zkkxngIC@k8m$ylAYj5pzG}lG&cbtJZUPeGx_@znR{X zl82+w0Z#)?dQlvL4(xn)Rfob8dFtP#Q*)$$FB6664d*HAH(WfnL!J(eUuQ34dAa=; zrTU7f{I`2wDP^1{+dGSUDM>fIZk%$j|L-En7@U(dY4v~;X^fxt9u|cU$=fdp_L#$! zrXSBf7Sy7q^U92J^NHwa{Bt8!n*wmvHxOUHR00LGF;p*iQ@JpireK5 zF76ZdxVW>4;?5wB2~wC&7+Q}b-btd@pw%<7rC>)&XY%HOVN4XKbZcYtMJ`2#9fy;aAx zzY5m=pbh?GPzHYPf9ct+a=_}6NO)eP9^!Zt;+{w&h&;2(A9w6FL~++VQ#Vv(fUW=I zkYl}%A^-Al*dyL(l(*Zu-DEZih0=W?(<*CI-yhRYw~@vr990jFNsD|s2!UM>53(m9kyRaPBvRnyGK^eP3AsgIKV7)+SR}3qq=N z{FgzOac}P#?j#CVPfthW*iA}%u%NB@tqh9TpPSuAO!FimhlN~yp)r#AA9kAKm(52h zeCkO$8#SjWHTyPY9@UtjxNbYfd`I=ue-}xCzj;OX#vaHSy3W-+c^?#8nl~N&Fa;v! zyuyV)+Q4cq{Or)bPB0K;3k&zI2cJph!|$Yvq5nC5u&PWd7;V@)xOOBQoUJf%hs?fN zCGHvpDsfYRo0|Y`t?d}NwF%&Mz`#ugL=g9Wg1D0iDv49ZRPuv~N+nb%xk^CEx;P9a z*8?z=?99PXGDtv4DFG!r-r(Zi&d0o3-0|Af;->btCehosj;{1JnOfXwxVRUraB=HS z^kcI`-Ajpa+>FRVC=Cb9lKL2bapx$eyKs=G{mGEUYG@EXj`NnTSY_7DcuhO zhr582UF1AdrwvsApEDzWM(C)q#cY~N4q9q_vMFw|6z$|(Vv{igIe z0tF+@tc6{mtC9cFP=Pr}bnWL@I!L`+M)&Bi-BJoLcA2ZIw}~6x1k=|ZwJjyBVdt%? zE7*Vpk1@HG>i(v*d37-0lX7!-O=|4HYts4E>Y5}& z4>2cOi8*ON5O;VmCT_KCOxzCYn7A`fW8&V;h>2U<856e(LEM@IaeFjlDA8E(TZIx~ zK@24cLl{b8R-uGk4f?{EO8!k?D!J^7sbuOarjib8T-;m+xVS^9z_wD{s_SrZ_gUfM zKIe#w`$s=6Zp#>4-0K-}aUUkKo!X4E{bMEDWNNsrlySJjp5bsC65*aC!aYHR`!Nx2 zHYK4=x6_|Pyp4xWO`#!DtX4AP^T*rv^)pWc;PXGzP2_W)y`W{fq%2l*3;j7?V4zmoghYLU71~ZjB8kT_ z3KzJeV9e3cT3YEDT*-dgRv;J;Y;UC_Z$v$WTwcQ;Ct1CrOM&GAxiSy!{d2=wdz&_V z|B|F_emBtNSG!~)3a8DU|GmVKz{ohB-6wn9o=VdLA5i=g4xJa%c-N-({3dDz!i10EF| zTNrwNf%$LcOwH>PNFTH={SOM&Hv+I^dUI7z@AyMIUDZFE$-B5o%6Zn`% zZA@*VA&TMV%z-Q)c*fi7wqi==XR#@HQ-MuM+InnCTHCQHk&VEnq;2b}DIvpULY4Rt zszhq-?{zC{(!mR_$wpzkCId|Hn(U{;Yf|(eUXzcn<2Cui3$MxN6?jd~3^8}E0Jq3R z4BXGEFmOM6hk^T@_6l&5-vc`jCho;BOx*oun7EyPVB$72;u2qhl6eUXC51y6O5_MA zQ3=9O(z}SEMEDYh64e*3&H-*~UWNL9|62;BD78m!(6I|Sn z-{In(C5k(QC~n%{rkhr>{YV67Tk0&%_J#nQZL3h6?X~te+uB(;+n#MW+fGEbC7unQ zA&UkqL0p)F$`+RtRHfZeeD(MQqT$*z<7ttL;+0+rFO{W&j@ip3f$W#?GH^Ui@^?Bk zbZFBXy2gUcPpg)~LVplcQB-S5eUErHj0s)UaR=*bTVo?S>R_*^Gq22Y5JdAA(7M+J zBBo8wv`iZ#Q33r8OB;*-yGXdciSuP~)WYE77u@d`%z;(f>98U1bJU;qld;G= z4lxW3JXX-6ezmwgz4lqpV>FRAXx4Tr1T7pE^l!aMMof%Cli|r0=wcbxfZqkN2CO`Y zHK6A_)`04OHDD894Olq4ssYJJoP1_g1I7>tV-_f z#Hxg}fK^G>(WO;W@|rLu0=0Ne4!Gkrd8`tz$yforCKs7j)+D(IU44P)WT+XQlb!Dk zSJ&j`&v;GtUB<*MQiO?n;W;MmL4vr4A~11(*T=*y!H$XhA;Xtd;7%LBz`dD(lAGr- zlqkQTLdgo1loM3)qX|<<3_&I11eF|eJGTlYN(7YTp25Yvvkw<{z&I{$NgZ6=qHegj zeb?aP&QHa~J>%uQ+S^Olac`HaDyorJ!X3ea!`*6v!`*ZQhx@c34z~#r?g}E@O1Jl~ zW_vr4?Ku6adb*Xm(sCWzZdC zxmNLva;Wu6jGN*V#dB?L-gDLh%D#zzVn3=73Dnu$RSO@!BF&5b96nn^A<1n{JNjiL zhs1?$zv{UEltdgUDw%Fqark&2y|z8;!r?E9ChBcu%iQgO6c{thf~k#Vx6c759QZ zR@~XIR~0uI^a;nUNI355T&w}@Yp@3FYs4Bbz!7V}p+&3#>Ca#dc$(0F8H5Im<-!{9 z&Id%}6l26&#lzh%yF(uSHTm`tXDzTcys)TPCtCE&DtV(Q0@S3F8#A{NR zSd%ftn)J)YYjOv%CZEpXHK{0p*W@=jye7jHFmNv&#lUT}0^DROaX;IMiTfi#+((5l zaceYT;=V@^_hW*%eJwDQOf_OCQS8J}a)b{kn~NxJZz9{*%5k=@6WP`v;cPFY<7~?k z*)}Ayy~6^?tKq&wgxm1IDfaQ>G9Xi`9m()Nrf@m80KW!J8qtK{qdU8gA z9%#5v1b%w69x69|u->Oi2QmdTCbd3uB$_>xwb@rkNDApG0d=#r6xQ$OzpJZSkm~uQ zrj$AgNRjWhpE&UA7Rf}QuGJvimvWwtUGx1{hak$!v?tw%8+|D0ru8SBH@Z-Ccc(Ic z2)h2?FNxvs&!Y_@Tj8mXPm9czLXx?3;omviMauh(Gv5>6j!}HWhy7cue+|pbp+DmyQFedB1uYm%L-*n%O6i_OO^P3T0e17A=gU@f`W$^ip(mi~BQ_qc$ zZ;s>R8!|HA$w<$@LO=PKJ8p zIca5y*Cf{rUXxkGnk**PB*#un+(LDjxS980;tsrliF=?J6Sw?k4BV1x7`QucW8l6< z0Qb3l(>df7D!FqNQ%NEtrjn)4m`XbLU@9rxfT2W~fRc>_ln4`0Vn-DBJPj`HvKuC= z8*iolMO(wO*-X?wFU3U7Em05TBe>NWzx?mHyVdJ;Pk7FBQjv0i(;86BS(Yx7_#qrQh{ zM1h|^&xN9jAqcdT+C3kPM-6M8`bokQy?)`Aarn z$Q(^)WM?qeUPVd9Eneub61q2Kyr}CZ30I893`=vV&r3;o3oHt_Bb$RA<$u51L0J{e z{%2hXUGRJ3bo5a^O1yFRU)luu5y~~AL~QhIeU4z5A`FYn>Xw} z-$31(kCoaJUqXIUr&^ix8~7!9vy}QeUZh>isbt-24E3R}Tx`hRjmR$fz1d%?IrgRZ z&|7!tG+n}bO$3GTGl7QoZnKJ+^$eK^Y}bjbb?10HFSLlN{#eE{q;7({-?GgNgdjF zcT-N#`tfJ~y*VxTb^gJfK~H5AQ1s$pkGvJy5z3%@>-Pp| z>GHtPO{$RNJf`+cG@j&q^SGqKgJ%>Wtx9h7wgJj@!J~2EvF)UiE8?--i_;{@eD>6D zkAtR2JHDmtI{jyW6ku;X|0K|ZA{s1|XRqD%-|vavXMeu_J-jeJ%3}50#~RT;75X~Y zD1-(Xi$>QyI1Jtix}{$q>B2B-_w$Il23;5T%AD;ph3W_Ljf;iXK|QHb_Q`u=ct&Kq zQWa<0rU+;I*D%iZ8yB4I(&sqae@s`iO-5(OakvW&aJc`;{MO~#au}&T*r9Rmp)E|j zn@c$3CIzK2gKq72MG%ASSbxl319XgYQ9oN2ga#EpL0 z*r~q%;EK4@vn?Z<$>@&W^tZ$|M|9GSCMt+o5!D?F+x_vDDcs#IDYx4}06zW+Nxm0i zk5VWdzVhTz4n$`-|6$Qe0KS^hZmoQ)2gf7>$j7&t!u*LMaF(Zu@4_p$O4Q3Y`8tI89+&xN=HN8k7TIEyxObj>CPGgioi3uC|12N4v5$ zUi=sngr(7vqd9wzqM=m!&&ig&(D7)rN_wL-+QFy!b}0QL3BNZh-a);&FuH1MGR1NuD&*$Y z+fc)R+OjJ=zPA3P++Tk+%z0A}Nw`&OR6k{!6q#p7w`24wMYEIf*7?1Tq?`3odM($< z6zAXO_qRkik!*R2tGPwPNa-Z@5RV0^0MgVa`i$L%P9#mOHdzB@0}3mvHHW9D^M4nK zncN$+z19z^{&49T9;Bk;9Q|*#*e(RzALRtjwSmhP9|p;=Pw?~W@U}CjK0qNa?YwpK zdq`!P7FPK}eUs;L1d%RbBn+#oB zadD5n!o{sjgqza{hr5v;hg*UbhkJeWO1Ra*@e0m%2a)YTBHQ^ywrS{Y$N%mPham2J zIUSAba7&T*vTiB$XqBjQ;MC|6-^oaY}m~Dr|h9Dt&BYf>jleJ`7)OR~q#>wi$S1BEzHqc?t|(kanEDJ^>bYo==SV4#A&I;bq+=U67|(6Duxx z7p(gw2SlS(L5r?ler#7FvS6N-^tzFNcy%7i21-VtS@!wK1N)Ld@}((VPDLJE7V!^# zSW^h?$TH}~*?jQj9s5bX*6)F|H~2d2dteQ__WxA$_ozUBlzBuh`RAbWn&_YGeks7g zbtZPhQa!x0+*nh;{tW~O{k9meXa=#$o9X4GSKxWro%(e79n?(<|JZQl1UhqWcJr{( zV>rDz(F^U2*HO(Dxp3vQK*2bHw&N_PKmS3XkcnsS}-}(>j0Yd_QWdtvKiqQ-xFtH=H?kfC9dkUk}|s*apZ- z&yXhOEl3bhlJ10|#OMx&k~7j6N~+{Al*GKiP*SJ83MFK8vjtO$P&1~IETXu>sh=ZQ zDekTST-Kr^0vER%k!|hsINMDbINLjkY}>77oBS2c zUcuo`qQ~K8ki_8@Ai^E3ow0E~xC)9*5(L>9?t!De`f?dp56G~{y`NAXg4b;MC9S3% zs5$J_3-KHCDCt;sbXCIw>h!X!jES2-mE|&{hZmlppp#V=eRlcq&iG`U0kxJWPo(>F z$Vcj+!|U3bxu0X`xV&M7>(wbVyhTIVwx$!!Bq+EAFuVnS35Ii~Aw$5X$CodzHv-)( zzf$H6LLtTz%0Aw`1PTe~NJsW$07q!~;>=ww>X*k%=$6_LTKI7)BDMV$(#zlWGl=@J zx((%7!@XA`kY!1YwW8Y#aJ7*)BO9eXMLDb*!QOwpV4=-_KH_i%SSVEFjlX@40yt&w z{(jz#LjOfw)}ZS`Et5xf3X>|)@MpR!n_J2t-2Lv$D=jTx96^7+&MO=-sJBMWpSXa6 zAFcNi`}+{F$=vO4v-XDYNA0u|&x;_^l=;()LJ4&6F!CRwzE#v}qbB*vxxf%4&UmWw z{m$p;@mIdm?hU%2yZ`pw-Kw4NZ(Z)1>W7zs9^SrcT0V!wg(D8l>~cqwhcthWd3m6R zK9lOlneEW#C%?|L_W}8W-`4ELy@0{9H@FPlNlDvq(-vP>|_x|B6 z&`t_C`|x0H4;^ToVz1Br_nIDREw9^q^-q&Zj3+~`KOCSiWUK2cJzn_lA}MUmpzv-D z05Q4D*k*BCs1Xa>^;_!)%(OpLiQnA?+snEPu4RqF!2@3%!uf|F(RMKW;-xQHx;;t6ESe3wHUY^FJa&&Vc;f%5JB9h2;$zk z15?Sw9Hx@b&pLhOsZcVYkD=t>4Gbj>$1#-rAfP0LfRf!J7)r#NadG?3;^K~4DQ;?S zs}jBaXtlS=)Ng4L#eIh;?i!-FJ2vCujwiw`Ym38ueI?w~Y`-J2Elgzl3z6*xBHQjn zwhs~6p72*X7koM%n2eV!N~`UmE~e*S7d}(nxuynR8ry5s)tM11=KZ=VXb_N#6F$MfKgm6g?wcfgbU;3p|;Zz1$t zLyUIrYp6-P@}<<;9Tmx38X3wqp{d$c> zv(IuUzw$HvzURgu9rHxugpU(+Eocb;xabB8XX`@ysps%FH8SIOSlWXaYyG2gl@wRP(ys!I1>$;E3SRH zX7LZ@=%ljc0%h*Mi{$+PO4e_%f{DO|ji-5(prGmKT;GQ$sA#ZlOeMt?(OKj~#|`MhlQ-ivd7%}r$v79h zCht1qHTi^p-O8FIBL#0fC*xn^Ik|=)?wMjt+yYN9ar5+I;%0h)iMwboChim?Ox(*J zn7FIgVd9oj#!#YKkD=rdBZiXC1e64*tUw7l0)-yJRPwI?Qwbc!R8m`osbn83E^ZcC zT-@SGxVRa^adF2A;^MwNg^T-a0WR*+3S8W?L~$1o**=qsvt6^2Z8A07|A=sZAi`}+ zgqzfh!yQY6yNd{S`?1ttLw|38qhev$Ot}oCIcRF#F84w-e2IM1DL0Y(S6NvDM=vB( z5@b#rpbclAW`DA}9t>??ZvW=&iU#+w8*3`l;vle}-=4gs${1+}HlKR$q6^}CZNtUyVkZts3;Yz&<7RN;!pn*(%S>f6y?_?*)V3s4>D;z~z z`y|PtYDtdh!#5#2wdmVOg~3;;ri2?}BL!&p+4hq3Yy31cFVi9FSMPR!%wZ&dr^-ET ztvpKJ;qfTF{sc1DK4)Du$_ni5_S|X|fZvSPRNE~NsYBNnJQ_18av8n;lV9X1V$X)` z26XRIPV8sQzqvn$BZf+|85yHKe?JqYHngJV{x#@1rtCD=0e_9&DcP zfA!x*VwlCGl#_KAO|y6f$LzcS`_{JcUbf3e1quGYA~S7~=#IA;Pporc`HZMdj46V) z-QN8_G^;@8v3PB3S_SoG5Q1DGdIgXxWY)4`N;J=7Q=<3^n-X!tl&BM?#Fj86r*Ev9 z5;A(1g;h!75>_R?Y{$Y^)}+&`?A0|X*o4=lS~y;lchBNADYXx;$)-%aChu9{HECgs z*W@Pdv7alzP1o(S3fyu$7`O{mFmRhzuK+hW1zfo?asRNx#JzA76E{;GChlugDp`S& zm@)NLC`sx5?Dv z{-}kETS^oc_lQ3(?lhvf>xklBB8ppKh~IuC+xza|Y;W6*v)wh1v;8R-XM3F^&UWhZ zz-qRgp5kmv+2CwnT@e0Ae(sqGeJ|CuDrILtfi{_gzVl<+$v@=kgGuf3}lV_v>AQ{o8^g>Rnw>Z|NSZ z=z%?Gr^Ts4^QL`}5i~%ichLb!)%$PnEGeS$L|z6j6-%_eW8K#gDKjM4`D@ncgf2R- zpuVs9F*lmtJe05p}4-)?@p0ioW!rGat)GxHYH^BLLtehtn}d2&FcRylC`zVenT>rNM7sq2;FWW zbUN&Pdz*CxJO~;8ZRvR(3fC2$ps?OU3g^hj1v_KWd{^}LJvH%2DSqDmgVhsMaCtV9 zbvhEs-^Lm+p$uz41`DhKE!40Eq<@Mv;Lr%xfKq|08juWy=I2*6;LT2~0UhMAD(R@v zTva7vJf*9uWIh?Ik|W_*m300~Syd$+`dF0++()aX|U5yXA$ z1}5%v{Fu0lm^4>`n~?x+IRZ*Vs&rSO^X38v;J&aE$+z!xVV?!wWtL;ZnY#58PMqD!K_=F+tm6jV6oBgWlQVD6K8`Dv`b>~tk zFT4c34ueb|(Y^J7!8E)<&* z+fHmsTv%3233)dfeSlR-AoV`X6;%>(0;>``7pzKt5Np!740NlQP7b zbmzfqQqm8v$?r>eO&%rIq&WfHxoa_SGpqnNnM&M!1aTiBi2EEt+(L_(xXsUD;_e}c z+l_#d!1WkPrm`@UT(`zhLVp`W$)p(J@NhLWCwJyztE;$}9)#l1Hi z7k8UFF7C^zxVT%paBCn77F4ey@{cf z+cIiR>3m{#Slro$#QthhSAso+q|3+tE}hTo0ZEoW^}yDfjwE|!`#}AQYm}`tod%HT z^4~AX_mlzm`@$uZs=j|MpE;Z;!9mVCCVvM>Zy2u1a{bCBMQaIgUVZ$I^1fFlsNZIc zLTfD7>ofV4GBSSWN5=jy6z!(Q?VN2x6bnaue#32o&u@J6@cE6F5I(=*Fv90I>x=O5 z&D+`4;~O$5x7KR){6;tcpWle(W5>PN!nEqRK`MIHao_!g9rwlq*m1K;V8yNT9xLua zORTuLc4Ea{<%%^R}5cuXY%CYVZ|@na|%bHPyJ*Mp(t zc`=5PH$-tu&f?;JPZW3UPh8w$L~)z7;oja$^tPY+AM$E(3lPPvn1jQe^c{zLdlU{g zBN6T=wK&|_yg1tuM7F2S<7~?=cdTZc#$91ne{5QsrqU}(r=YlkhUPRQCwb*L_iw*{ zrOi~(#P>UwPOws_=k9~dN+#Q=2l0&-{S3?0zeqo!d1iq67f+^)uV4D#b9eLhq=dwx zaP&Lg>{pnkA+$f+!+w$`0vUPg(aBv1MBDdYlU1j_1NTlalb=6}Fg(yZk;>ke42hl( zr*pCjV1^?@CI4VOvn%Z(aAyE@F_E=s8h)E49A9ZS1zKeps_V6+PY|mIqh(+i5jXL z$iHReL;bc--y3m}L$;g_W<%twOnS#0!{W%BX3sIrPhG^e> zS5zum_}1cL5$GCUp%FOx3M^*m<2<*OB8H!KA=h48BIdTtl;3=z}0n)okRnm#@_98ZFvz%HYny=3@96xXk^m`Ze&Wwx_?+ zYJ*SbbhdClb4Ty1M-MKML{Z7J@gr~40^t^OhN47-CA<}{{#@H@j;x1@qmybv5YObP zuuQcmWR*K@;%*#{wqM!D;=Ab<`f zdTWo`TquZ#Y%Y1Sd=cF`R+M2AkxXITcHMf^RTq{go+oVdItc?Fk1jC{>;Z=xf~J|1 zD#)X(X3v#tm(f#gLt6nK10;V_x%u5sZM3^Gg3s;U2&q_7BG*vLnR55r6bI|l5G85R zfu}mNmZB~8;%`q<7De2L-Tq0;KnLj%+X?dNO~a%MdquZb{TU(I5A*-!qWkn8bh$ss zS^RS50JJ|i9p;tiiYmAyA`ZJ=hD=Mt_1_z)$K4OsP&V+&gWVO%>w_}qA%NmtmsGC> z5_S&lsjLRDc=6+~N{cagY{uEH7RK3ruoh=qvm0mo`3;=y%n_Vz*|V$JCZqkKINX7j zINXkM8(wY;Hp0eXAsHgLHh{om1baY|f_WKz~5DitHPS=7RzXk;ry01cGOylzF^_H-={#5Ir)_2mK`Hmsa zOMWPrR^S+0C>drLK6K608G*2jmdUj@rts;LY~;=&O=JnS&z7B>kz{^W64#?U=x~d3 z{_~2PXo~4co;^1Yv%-zR++J)YqFd7T_-1ZfQ2E^9eu!S8IW%jRF_fT{A5=#@AX zuoLiO{2Q$UFS3k+n1hYr;GUz(<`yQ9y?aJa>}fU0=fkh9<#$damQ(}nF6I+p9b8}V zvGyQbeNfW!W`GZ#_;(vvbZtX5{OOvEkB%ap_b!q}Rgy?w`ryg5LQ%9MMez{Xrc?;c zckp%8Tk0W;C@a_D<%_UJSX#nomnOvC|{sH*YrYJo3B{%lk=TunxAJfOMVWi~(k~!# zhU9jap(XB0AE|Qe;U`U_*QBO1+J`*;e5K6HUA~sSxJ3B{DHigDe<+`q+FqXgJwy4x z>o*?JX-{F3u9n#C=0KuVJO7JrjXgy-IkY--$3;qI=iwmn2657}X!gny!COuw`E3G* zW4k;_%bZ`02kv>2MoxZdk8pDR?;_d1=IS`_;v+~gT}+Bwa)im<^Tpc^_9BBk2RgR1 zb+E0kxW+2J2X@B_T{~mh53YV^53N)90J`x5{|sXKz++#^yUPt-aPK27?yJeTxb;PG zamPpC;uhVzQrr~8n}B;e*><(J$;kK!E^Y|}T-<>~xNV4VpC-cnkO;TQYPhLiuNcAE zekp>pow10s?N4MoF|2~=FmpUu8iq%#jW&WX8*Q$QQ*B5_Y<^LXAq{c{ zqbL)E$0qDR&;?>{NxJMKZ~czm_r=K`D(L}{hdW14-kXF}iJK}`22-%mq4#R+;}raQ zdrLv3?+1iD2#|Pj_bcoQQLQuPa)AZrSvbI zH%N%;BX^d0g`m-$ENW+Y63~%et>>cwm!NN9hso`@aZ+RTw%Z}ptM6dDnw^x0CUSPY zHy?7?6n+1*aoRb>2!&lM5^mluhlb^o7k9I3LrTJ_Ps+-su)8qh{&wGS%7K<`Mj1=S z6eH(jt~(#P{3o#}PHlO`A0;|{d5d?sxz42<-*ttHt@Gd{ea*-z1W zDQ=$f?%RLMq+~I@>AHUkgru~YeusP;D0ZcY28v1JH(Z`T=< zX#9kX&gKQZ9_~b3_d7b6Ha|z1m7MGL+cm&t0!nfSC^GfNfh^8qPUq_adA(6#@Xg^$JstM zgtPsO$Tsb2w#nnDatjW(4iWCLJviLgU2(Ye1+Mb{+7pY4Zof&AqJ4z6Y?9(_HXngw z83&WZ6~2IO;YXpwnmO1~zVX1njTInk{&MHf*hQpkZPr&OvbNI4j7IpK%i2nb8xw6? zrc1!ku&KD&&lgxjSdKE0JBC3aZRoOr67?220oIp-F>}c9E2HNN-5I3mwe;(?dzI&QibZdSsH@A_5&}^=iB!k4WUuFp}qQw2@1@*f^=O6fQOoX#qGq0@W z62XPh+wR)!RFvT!fAZ${N;DNd`{(A4I%F3=%WRTZjbts>GLof=Q&Fj9Ty?t{=o)FCJ{j~B3as26^>iAMLAXUT*W+#~cuw6M+|q-FX@|G?ZEQtr zU!AS?>dr>DhI8lNWGR4<;_t(f86l|q@6(@`&xE3{{x`C6rfiWu=i%qGDe185#3l2* zx?&j7UrW}fTP}sQdBxsdRxhE7D~)5;{yJ=BSu_42f)Tj~?QMzLbqx&D_|XyXOK^PS zJ_}u@GmseV${iGGi)ONSJWeljN1VGlbtCS3q6F#9#UWL$sAZ!2K<)G#r8oHOb9P2w zlD)&xg1^P+lCeH*K~lq!{P3Z$Ewb+Z;(LhX3th>Ni+)V%L1JzsLZk z`cHEE7ythEOHwBpV|{q@6PSu@_Meb(gC^h0ErPqgLZd24lUKA8cIj=`bmJI>@+XhK zB^ZsuZ17K)MY|Dr?4s3~FEIp@=VF#S_6)!)g1Ef_6Sv|DaZ`btj{xp>6BxL^DRHd= zx5nvJ;3mV}AWYoq1aS`%R5D0VN#F{VP@yD?fReQYl=M+Blu!<1D6t@*gqeU61ERQ( z5ykDlQry(uo*;Vr*lKT+Cn1(7?n$D!=ZWG@CW>2>2)8p4?p-V4re<57$aX)GZ5JZj z7l~|_8{=%V9>Cf5idp;alx{At=8j}P6~7Ca(xLG^pG3aTFxvaF89~$1Q^Zt(`^`x+#Z~wJ#>0tZP?=DAI9=zRN z1Z34+A?V1(b17kYPRT(%8=j)p6SCdW6%qc7`CS-P%eplB|ksgT>ZU>$ARk3$;8 z(5>S!*iu&q%zhGfZ3wtLBF@c^a!chgqTJ^oaC@5QH}7}c@9k;xzY+-m4O zYahafqTLa{*_^=so{z}DzYxTh*-PdZNJ&DC`nR_<(qtm&*gdp<)({dk?GH@#E|4aj zRi3eW8X)oVlOZ=tl@R5c!PgU@i#}FeP~-zC6n}odMER07ym%bfz9-KdHh#`vUUIMp zH?CW1CA2>%5ov3UJG<;Djd>d&^3NE_m6vsmVqpjA+Og{j-%LJ{UdXd^f1RtSB)M`- zyY8U-KxsSXMWac*qib4Ka!c&J`Tu@N%8Mm!LYJ-KFJlek4hdOcmHZW~^T-|b9Gvwt zJ@14*zrOr%snHjO%X#{Hop(eU@|8Q?hwj3stK)L(b0ficUhKuU^9gW75wA(kS9neC z%D`*VofWUiy<)_g9Kmby-_+`wB%{y*JSREK@tk}tfQfs8AZ}WMxcLa;&JV!E9pR3N zyNL%Aw^9ct?k!RTaX-XRV#$S}AaP73 zONVfAFB8R`ejgXN8&TXc+PJvS5XF7a0~dFC1TO9=qPT^LY&Q_uc3;UhnHp|(BHWwA zaJYMka0_n1;nsbP!~L2Fw@&R%(gx~QG1MC|m^#S?mD!6sXeEwy>mob3H`^Y?6pYo}Z#{{w z2nqc1PI&+!bq5)CP1*rRy3C)lnxoKe$iQ6ga34jV{=!vO@(5|QA7l#L5RH`3qs(>2 zp(y8CK#ps(6A}u%$Tcg!O!_d0T!(r{@M?0P>E3%0xRoutwDpx9*lFYzJlJjl`v*(} z9@W``9Pegwt814TeDvA$q2c6NIFNq)jny|{h-+xO^(^^5h5aSxo%hvi;L6u#?#0Ma zN`Tb1gN%7xXb-<%pv961Dz1>Ro@o_F>-Msz>@z=tOd3w!cI8>5jA+^Q^cf(ECMD9J zrRp%rFM|EG$#+f?{{ztzLN)dznwCyuA&+EI-%0kme-@F2B%Ax8R;LbEki0hT?EUhq zh!n7|rjPqg{C~eBii)F&xdFG(_d%c5JyY7Cdo;p>;u?)QxQm@ibpoiLk)2wfx9t() zd_Y(A?}|Cx?4UlOVw((wXMSXDna%^PlEIuKCrg0Qw@P)zl-#9YQ$it3iAg0kCE_23 zS53);0yZV5uqh!U4MLUF6RJe(nc|_9HMzANugMRQcugJ>#A{N@39ret?|4mGjNvu; z$pWv*JYl>hr_T@ETLEqvdZAU|cHf7ATU-?b_a}=L;3k(L&uf^t-v?vj7FmypJ7OLa zw<5=#O~zOBJf@|s%QE4{s-gL`|KjoRB} zYH_O*#qCTKxAz`g++sAixUGree$Rx9yPai`eI?s|c{tl0d^p?RYH+sCm*8v%>EUdj zmciL(ZpGR5F2~tse`yp){#$StJ+hG8nRLbo?cEd9RjZx{oSQz$rcXuzO=8pSeSOmC zIZvF3iFqCh(&yLsqEm%N_7ohnzEp#l=WO3S*i?y>)%)%8)O{fHQrVrGDm;)P$Yy1h z9*lf@E$vL!IHL72x(_`$^wDDXPxGJrz98M^P}~z50RxPpU=oB8)%58<_r z<@)cQr_mXa^ZoL&e<{^-?|G`vYCy~v$3I+r)c4Da8Az|~Vh7&EkHRAT%BUoBz>qgx zAAM19Zrioh5N-H$Gx)ciF0$9pkf@$(Bb6NxOxT_8PSRR)m%@|ZOPT${ZDA;1Mfq{z z>=%))bm~8|>om^}wUh4eY(1KKe~6TI6TvT*QIeBsWxL+C!T&CjPbv1{8jq=8QrTF* zlEk(S)El++24x>W%tp=6=2MQqcnzuD=J5dKkhD3eR3lIh@Ef;cyNd=6ikN>s7K+NY z+&gzQ=n)kMu?9Thh&A9JLIXM|VGZc^9cw^#64rp_MXMT+46fTqs~T{VCDwpPZLlh7 zzJpaslsr}?=|{0DF^a{iBtH_Xk|=MiO6HYGtEME-5}Oho>ceL%YqCBauSvT~ye730 z@tWKava%+rUo0tkisz)ME}oOI@qMdn^7}r#Cg0a$;_e*5#QlgM?p^;daeIVg;^yMO z#H~dTclzbEtH51D0CzM2B~N%Ul(4Np37JYIG6a=05>!Ge!BjHkkEvvBX74JL%o9*z zLlk#k2rljiy|}pVkKy8eo`#G2tqLyg#(rGfJiMD%ds{pd_x2gJemn9?xS6$ZxYdMl zxNr31aQ}$K;l9+5!(GyW!+m(8=xVl=hjF&gb`-aVuXzOP`MlE7G|!>7I@N(93wLCA z{z5BHix!Id_BiVu*$~x@ULO!`HAOPTqv2aZY*0wW6Y`$xq1Gtm`F*vIo3Ejp`+Cj2 zCe=|$$#93j>%XJ{`uTZ}vl5WYaB!Df%NDqo5_~_`hzlOT?t5>x2?0rorz)NLI@|SC z6DKMv#K7tWt?S)yypZr=bj=l=9|tH#Zzj1Qa>?l z$)p_4XXnq?C*@PhHYl-wJXJ<1lp0`%ja0ff?O;51~TyKmuU{4O# zfO&3M0~Qk+aHkB`fH6O?22?qYHQ>+;)_}MBuqn~mwR6>!WQ|}`V%LdH$=h2iri5&Y zV*g@Q;(7_I5>|DrN^~-?DoG^Pq%tdBlf1!rP2M2Z9P#Anx}Bamx|JJ)VZ4gm=f=RVb0m#ZdBl z2t&!(aSSDHyckNF$}yB!?!!=0GKHbUo!Z;vmEwLYjEmc85f`_^Bra|s;o=tmgNs`& z2N!pXA}((IQC!?{M7B9gakkH{#n~2N#MxF%#n}#*!P#ylvVE^=g1j2;MIziZrEO~t zR&D|s=k1MobU74vsZ3s%hOZPFmK1VJa283N@(o13PYLmMD z%$CBK+}|`g+etdc_QmU{SQUxvy??6pW-}>!$mY(^iA>VC@|TtmISmv`a-xFAOg|-D z%sJREeV8(j@cGS45z;r^DFoj`Nf(TV|vIDCUfsQ41W)3_t#cc>*%c>5 zH9SDVvmsk+s=ZM@m%4b|CkUK0ekFNJ0?z& z<>0GN#o5^0u`kiUyhQ+QoA^iXf;dT3AwZ-UZU>i1Q{k*`(t2W1_QbZJihtxq`qh`z~m#bAOnu>T&ewf|!Sv%U;!_hP(glhpW`OkW4Me|oVtx78M%=%}#e z_z;AAZ<+dy2S%fmFc(AW>P0Hj`OaW|_^K9ipI=>aqLlXH>A!!{nM2{AWGtY!=4U#D zD7}1pZSopi9=2G$E#xu^a8N(OVIN$36k~%5!mNpB_UGHPsmI zMBGN7FS>m_+Z}?|{xI{rsd5zwFn1jk_X$Op_Z6}hTiK(Gt+`aMiN6;il&(ua)VJM`xU>$PtXZZ25;2`vV4z=R@w;xJX8@audG{DYLjkA|_QM1y|v_lRI zywKvK?UG!ojB3~MwQNb(K~67T_3-oeQ!dBO^qi-=O&Ptz&7}CLnkZ2$mY;lIK}c+T zmDAqRN^D-wckkOVvG>Ho0Dsq4_JxGu%y|@_^P2KjecYX9%|2{R`vC5pNUe%-CR zxVXh1scuW5Ups3BY@Aya+F3Q=;E6;AVIc$X2{ILI6w{@B$ggrOc&j!P{8?94priwS zpUhSiS)YVGzcJeu3z+Sw&zNm?Kg_mJ0cLxSiDdiwGTT(pCEVE9+9GlHqiGKLT8Poi=8Nc<5gIypwKGLQAMxK?&zS#52T8Op%B800 zA*HuFgKQrgp+9s_m4bw~17DTUnN!MM=&{yKbuR@ua34B6-$WZ5tIIE(=#-^8LE$Ca zz8wa(V0bCGj%BkslpdUF+RSeZ8_fSiHA$ZV`U}lpO0~8lZl~3}UDFp)Z)hj~4pkc% z8<^kItUw0}<=e%s1zW-cMSg)j3HIP|QepL1CQ}eAsa*e6RS&gC{d1RE>4toU88=@v zuvX*3f9%M@qxZ$YFQdr9TsUt0uV;`ibX(U%wV5)80(XD(XCBBubR9PP-mG zn?#Y-<5{d63L$PsI@H)ES`)PEBvafjo+DoJ^6>@y+hR&QsC843Ra2(qPj zvB$PwDEOar9X!2(sxzJrf#HME6jl$~os(CxDw{fx_s~`6=7X={%+BlC@-3}E=gq;} zZqyFCP1?bOHl0wW)w}JVbT^EwoPN4(rW@9M!oi)viG#b>9S8RvGPn=FT?%d$xDteO zd+g3~Zc~xaPaNEe>NvQsk#NhCa5s{0N0M+aEW_;t^(5PxB-_VHw!O_T+gsN6&%Mk} z2J=nB@2HkisG3Vc{!wKy3fSNyZJ1?^8YRz`HJ+sA(*Ahc#K61a2IAK~{H)&O9?;Er zZ9P)@20k;62WeR}Luvbw3oCABfY{MZx1yR(f$XKeMq`am$Ye-->>6+n@>pxjZhU%$ z__yB>Tqo3n%6|qX@B255-2R*nd1*I-TJmItZbG6Z^YEOkOb(;3!RP3Fk0%|e^U6>aXU)P-m{1fLnHAU>;+`S_u zTJ+aZEVXoQZ+t#lBXj)9QT9TVCj3h|P$n12w94C_@3BNzzuJXdzD)a)EH5KK$7dg$ z(oVY3EEf!CV*c9iVTlDB$H^V_jkFWFSM_yFUg_|8{BBUZ*DZJ}IZnOU!M-MiB3?sJ3u5q*}XeSipPv&je zTTG#wh;u!>vX4@z$Y*yzjxtQKl9-*1bNEa-6+iFLba8<4`xgD$FZb&H`%Pl2wJ-0Z zkKx`!!aegF!@Wu$!;M}J-dP#?26@{#ui;srff~KL&HQs-qE3ZPyf(^hP}KET zMlOFEj?qcz%?-~%^|38U)ZlSwA2l%V%^ybj8~5&&e8y15J-XwZe*Khws1I__ob&vl-L5%+ItgXKzUb?&4 zZsvoi>0HF3o>U;RY)iU16mEpxhZ)kvONYVQB(GxMO|&NrLpEuQ*XF~=)U`v`weG?x zkv8A?$`A;tA7`@PbsufKfAWKrbQ#*CJy1g}|9TxA=3Py76mUhIoI7huvkO30tPKVB z#-~$Dlj!J;>?b6&)%7+iqwTH>GpHQk9FW*-a2F36?Sm2cG2PJ zycuwBxwX^jr#k9R*CE;5nmB4QRY zHX3BM6DoTK2ZC$I2(u+`Wd!ouk{XT% zd6m_<@K4k$Jm$DRL~F^q4Y`iNj*tGcUniRZF*HO|jRqlXA>QNh*Fjim;>wgv`_l}8 zqObMc9<+bo`CL6f48nKPxc7`>b5Vn$W(n=N{(X50fCB>waD3MYkK}v}%DJ4fpDH-C#QgWLN?rJi)4=)8bEw=;7 z+2)|RlKHtdIsj2 zS2=GDorTUD;~6ItX2Hcz5tz$oK%KAm@v~49@NbqFS3j^5#G;e4QZiiN{k1%=XH|OW z=(T_fE6E^~87U&9w)+Y?pgMKTbs`#F$RF{^HE=`G40akHRiZ(Q4ZL$H@@$04C)n8^(nIWd(8 z4R09K7L2bzpq>wP{Le?)+2S|8=EHp<=$f(ozC)JDZ5; zah**!osx;1?el*ee&iCbkJtzBaS#*>1~Vty;4VtW8onk5gXUfeYdcdZLqa*HjNqft?3)ji5w{e~P7l)0T{wy}`HOH}Wx0GSyR=J0b`zkv&Zr2oS-14H> zxDSV6<5n)kQsP*JrDT$nl2B4g)RdN_gn9wpe~+z%zXn^$M$$@73SujXa>BuF)sBOk zJ^}|f3mM#B$l%_UhJ$-l3Ve$ko(zfyAed_#^C==p+wsq_@M5l8EY_2{CWwKs=KW^ioHV zSvyUT+`n6iks6NZb>@u!o~rYR`P$B+!-*ECLw>4=+T^E?EW{YaGPmwQEW44QQ@SN| z25BlikhB1{onoxU8$3a0AXH>^y9=CP6Z97?(nbwDJo{GE1|Y5Y#Q0?G7_?Z*%d75Z ziOz1{>gkre9&KM2F=lMP3k|i2uW4}H0s|p_RNZob)}HNzMZ_aP$^aDQh>=fsCLT>jfPb5{hlsg56dyK)awY;!0zIps(kW$tl~mfKAP{jq?F z@Koab<(A*KO+1N$caBgv2^{CwlEwQo91(Wa86rDXpkUP`3@;H89~o=#?IDTz9bmy)$AcqzF* zu)LH|(K&lOl{8f2sYI^Im1U_-#{R@@@_agOlg4D5JQj}I`J5R(4oK}!%ZlIPiaHUt`{fJ$OpgIm5;3u zx|Q`a!&0Q!XvLX)PbBT78a@ zWnr2)aq?^VrK0WNZQ>D;^*{)Wvwyg8?^lAXyO+~L=MTUY+m5TV?;9vjdved6%1}WM z1zM9#`*hHU$4br~RymaSm(Z~p?f}Z+&Kdcsi7eVDA5O{{^$&=YugAdA_bnlOimyN| zHn4(tz?kgEI~PF&4b&dD*j+`jOy>5HW9|6wha}N@)>rON4!SAmY4uZ726Bayl)iY! z!9_W`%i(e!VB*v=xqfXhDF1zTI#BE~Oz_v9+)w*+$U@^&PrmD%fme&~$GJ`2Q8qaP z&Q#zTFo2u^XUQ4Rgq#6W$Qf`@VtEFnqNyFZ%QK)C7oGw4Q}9%xDUGL+z1Q(nGI9$~ zCA__ODp4-MQwh}@PbCg^ealOUjWJ$IQph%`eh0TnrW3eLBC<`6pId5^)HFDaaGg|~ zz;!ZSYJ9m(Cho&+a)dPQTGF^rYh&ZyNgDSIY25LTuyN}bVB^-jRJttO`~g_F)k!JQ z)xc76c1cR8G%LAFT8RT`C3B>e2))Hta!221SxR1h#Zr<=;NXrXgS&(W2lux|9NaId zIJl?VaBzp*#ld}JC}TOd69sT??|c%(PF;fAUlGH7Wat_;#@Kegv6oQv!ObM})cq&eX3`8BuE;}>DYPrL$AD%YA&E$(Ye}AWidSg+y@f|i~#W&RQ(pVgH z4kU{f7YV>=!{Xm+H}=7oBPZTyGE0E+!LJ<2ReL~?>(Q#vL*nq`P4vn4auTr1b=o-M zOE1MV^!o7AC#jT97p2cz8OsQ?wXe#R=Ltc-&3~g_MkO&-&F3{EdW|5;40Nu)PcI=j z?$MpuwD6SBHOo>~<9+s@ZmCV3YwOgJ0Kmx!kUguI2Ngv(G9$ zzV|4il~wc{Mh40#?9zR8*;WOVY}@_e$%zf9L(9nF41*%17UPM#m7KU=T*edku~9s6 zXQ| z(v17KGB)n7Yp`*PkjAY_8n@FCY}}osahspVQZj9Zr6hw1OUaBNmXenNSV}tUv6PHE zV<|ZqfTd(g1xrb9745~8rQpt5gM*vlG!E|j7C5+ha&d4AKfuA=@(2faU>^?d0%087 z-S;uuXRlzkpYFtLKat05A27mfUsT6zOHnY}JZm3Om*KX5i{TFN(%X@q|AA6geMz$E zWFaLZd{f@@h8_ytusA&3zX{S~uc5{Qh0dvian zjw1>*RQrbW^C^NHe+(Q>zol%v_PS_zM-3(Y^b7}2VkM=gbhjVp-Ym+6(WWVzcV)yn z0-xVllIJ%E?&9;Cj)VC8<}5Ehzxlw8k8k$j;~Oe5I*-q9T#fMgO=uzBxTjX*jhjyw zZ`?-Vc;nvj0&mcv2feH$HM*o3>NOJXIQxVo+&v~m#icq09y%tKem$GUD!&pC$W`e zoW@cT#)73Ja|laGaO>1zxNq}fxRaDI+bty9_9WXKvY2hUfWmzoX8&l{#fPr{F+h9Y zT|!$$<=n(Ux{UD4rPd>*bY)2|OGIh+&1dk5?@InbJ9iH#4cS7W{rf$XL0y3MACzis zIIS7}-*b2Q%+m*?DECm{x8(JjHMIMc{kMks3nxRSO;y`i2ko1@=#v%PN@0+H;Z226 zkq2}MPOci|)J4%-R=X$ox*_gPF7N8#Q%L)k%;_t2r4aZhw{C;PVRUiDKc|(gd1%YO z5uguzFIga6pi_G4|IiQLl#wLRIBv`{Cc}v;or(~m_N11-}K}u1na42D#hPMJs%!? z3vxgxFU^vdxVaU!FyDNXMoq{Emc;!BHlVAZarw>;ou4;APs<>^xHbZgZgx+j=$NAz zpD#K562S;%Ii<2ab3kF@t0}s_oZ#wY-Q-HOEl4O}uBfrb4t2BaUwxf!a=d-`_}rjJB4CfR|MQJM~Pbtq^J!BX-GIH!AI=b9#G3Z z#;)+$3uKsGqx0|B!@$oh_aGDo3{`7OBtBh*#~UUR*Ks94?<1K*F}lHUbfnt${6H|$ zd2nW;aaTEHohh;T8l{YooI>tq&ph<)(PH|x#aN`TZM>;~EVTLW0ew|~G418jDS5WyRW7J|&ty=Fz!7wD zT>99;;e*I#b#32x&Q54**r4n@A`eQJ&NRem$pOm`BSXW{jZh`~;BE9BPV}IWPBXFf z1?8lTSltfRe-sl1g5}=dc8Ym=2Gc99MoM=ApWYy4T_#aE>UrXG_-n#>%%zu)_Dr09 zbDb4qWZ{3(^_$%~d3a$?o*NqbtTP0eVX0}ITl%n4zqOrZw;uRZV7A$lFxwsvG24@^nC+V++j{3Q+cBEU zY*Rs+isANuhvD|8%WFS(ZYzqbJ8{7wIuN?ck~i*1v_U&4>o#;coIu)YJ~uATo6;Ut zIO1`G+XTIfjNNuc#29&rdE6HQLlhdX_-}v4N%WyJ^l-kzE~u=z+wo1t13gP%Qh9$u z9Tnsqw)}m{1UMzcKEDU5GyE_&_iSKvh8NBG-I*89fkbHcsIlo;_&0eJ4@&q&;pu1)u zYz9p9Mr&^*nLt2N!kMvoW4QLdxld2d2n36ZGxIJRfXKA1L*ma{gi4f#@Uz+X z4G>m0u$L;Y!v&!)^xm>~OTem_pP?1}(n#M$R6g+JTI8QjTp!PxrP%A-x_4V<57akF z6o(b{O>)GDrAMht+}aFSHDqinPgT=O3hF*@2~XD|Mi{H|2T3a+;5a}Hnr0?Q2ir? zp7;5PYD)#hO!U=z&D)nLpTjmd|2%$=Qo-_TTZ>ByQCJYM@m!rBLC<(_^qp@Ap?HIj z2NsR|32#j{fX7u=x5!ppQC z+7a8V`h{)DZ=hWN#>P~>Hi(pos<<)V3Q3~k3hw4@Q1*hgGt#&nP}?dag@O*~B7#V942(~UPGm60K-RS|0krQ8TAjYmXy$nr@-|l(-?V-ZJ^XcT zzFVXS{61XQO;z`RHrJEQsno1dq&1e^`f#oj)+_ZsZ+9Mnv41yr(jOjyC)o|Jx=TiY z)9kcqVe2T!SN(c;{Ny<8ne|Bdq!lh`FnU{4>9jC1U-A2k&-(MQZdL8MmY=TBp1bO$ z!W8XkFNMJ7ZIdoge{|jXYuWb5)90l#2YVQ@-}Ljwb?vLjN2Ts4wI?VJa(4fTqYqO- zziQ5IG8-P?KCqkskI|9BkT7Hb2(o_jie z8lMJ0>;N@}89u-L zv1y?*neYwTQ>MCiijau#oG!XMO4L4F+Z|svMg)fP(YeqoHxi@GYX|CtUQ-TFmidU$ z9$VbgdiR$j^Z#y6aeZ*2UDPWYuBGukzu9F5KPex6mf81QE>fC|olh1Y@j2l5=Yz7UEnd3*? z@w=g}U{Ld{UfXs$4K%Exi3GYF$jUq8$zqWKpQ6PL)C`@_!M%p(sZ45eKoJZSeG;OF z{-|iSy?c>~tW&q&%zv*0FC>d^)eGMN){7qktW=*u0(-gM4%g@KtLMfQ+240zG5q`7 zUAaQkaEnbP`$;BBN^KK})|G?}n`TZZKS+fAchWz!X9b|uk%On6+g?FeKe9%wu#Z7c zviFG_y9A@pJwWvnTImjyFYGH=3^Tw)t>lM>{8xxgn%AU3lgC590V^`v;l2 z7hy2U<=29&37oEfFQK&G7*1Rn+Gd+-jux#WiS4wTqh9U^=>0>zjKsUTWCK4_(L*)g zd}@^njm;kS^C`C_kPG)z&TNAR5~5qs`(~_-f*pf4JoxN}czm8%+wTuUjSj^QR@3o_ zJ6Gp#j$$H`i#)k09|fW^j+Ew}v2w)jl)#vNP7+$KQxi6FJ@Y7xB z7ATCq-1R2>2K*Cg;8*WShW7_VsJ|tI62XJo>T>dMG#uFVVpsFyU{ql%QKrYW4PISm zTHt%@4r7_WoZri9Lz||G={dh+&?ly$)3uEmyu4*1GO0?aGBc^g$WR@<*w**-;Pyi( z`t{AAP`dTt_Wop;=<9pLXV1R(EOjf;TGlaD{T=;;yw6EPrtuzvtAnqe?NMF6uugjuC4P}%RjOITe?KH4eyycJ@61reyz#Ew(g{M-aJEh4wiOt(IH+f* z9EI=ApSteeP=lg#+IyZiY9Wai1z$N|*rJCfE87z^T##{~Lz=_NbLautCgrAan{2p* z+hp4>ndLUQf?0jJO~$t4Hc2U1Zj)5dl*M&&{tB*>`VX;j$6v+9ZT|xs_kr)&xUCs% zmW?~17aRBEqu96~N?_xTrZZhOZf{ab3}djA#4}u_7M%twr4So zZ7L0J?pO?WX$ywiCJMt{V};??AmMiG#BkH;?tQGfX)XF|YAccSkq&*={LRfBA`8Vg z=lQJI_CfkRaW!MbBcL92-CN4zAbjr_GWQ6TM9c7qg~SXKdwGyfvi#k7O6ci zbZnfVET7U&{TK0XX}-coZCC3od3}#|ExBfTsFH zZIhxoFq>;+X+-LyjIV+IZ(7`7Mde#P6=_aXox{Nyo@s@SzGV&BI8Hn1qmv+J?x~{D zDAS_-a$C?L>%@QEF|ts{l0n^Hoq7yrYIC(my$wOJ+&3v@RuaZd2d^b<7$XLY48E}> z@S&J7k(WDsdI+;>K@8ep6D)-~1KsX{Pku5xTfRngLa1Z(~(Gx&b}X zu=}9*u$)*UJf)}m-ji~sm7A-Z?*WD1=8R~w&;`oudoEL{qwYkjIN#nY>d8LD1jE>8 zCo?sQAlrAQ(&QM5;Kf$)xl{l9-o0d^CEHCR8X86y%sR{WAVUV$qJ%Em^+v-7A9p&+ zqt_1?uAioThUq7@ZY(6~0*XAO`QGbo0NOr2Y+~IXh`Oq;?)EzEjMQmU$9c10^@oAV-Od%zg8&8vplHZ#U-OFIQPQRk#DLZ3r#v!*x5sh~NXNk-Ym0qKT|DqaWylBI41r^A_rLr(dKsx7-xT-j zR0f)Eyj9aSt^`8w6aso5$3ny(;i&`Q2yqjI|2$4vLaj~Pacw^X6f+!qD4_>B0=`Y!K zL3x={wfzqXI26s2yw`UhbjK-rD%{@<7Z?lQ^hB&cQsF#mLB*4ly0-M>vZ>p|mAJ8; zr!I66ziZv~{M`x(c{O=cr|>64+!P;6tG9It;pNCWa_!PfBHZYNg1c=o5gA^?mABgZ zzuzS6!5!tR*FHq4R&Uug48`H<{%Vfi=0q?(TrR#T-WLelD;c-;N5IOnWiu zYDac%Fx={&Z)|o6ga>_`T>Z9QaEzP*kC8K=4mktbk~1J1IRj2s;~DT6o&l*Sz{Yub z2D~zYXTVZ&D)AD>Q;DS)o=T42$5Y9tMm&|gJb|YYqXj&bT=x)KUP^dw;-%ye*(UWg zahoI-aGQ)G+vM+uOKp<&y?Y*6Cmq({I=Q<|cDYSz{KRc?D{0(*iP*ReNaMbngN^%T zI5uwg0c_k6dDysZn_yYE4}ZqOokL2=MO!Q-PnV>GO0$xYG;Ae0q?NReU@NI2t>o1K zk!2~lNlJ+Y8QhOcad6k(!NILsg@e0|9tXGobsXGaii7(DW5#lB->=5GZ9rq2x&${* z3x<1LErwfh0mD7=4a4o@fZ?`Yz;H`<uY*e!XA3llojmis8RD! zUch_-QvZ4Nj1PT0x+&oX^#^XDMvgU7tO7}BAzZ!8DLWQ%&V8c}(Z3Bra&KG*&P-oI z949OUxX%QEfs1K(&=(1GM@_RtKHC*F&R#AYpFN5uE4K`^3LHjvsbYG;5&US)Uz1QqE=)}k7j3Nux1L{XdMSUa?z9xiA7%lPxOi(;;R zrD8i<8^wy?Be;K^E2NyeZ;}jR_ld`=)0(DPpA$?X&n1V#U;MXjDc^J2wfCnhg5cSo zKXW$0g_6pv^$X^3wp-d@{(UP=R&G5wSe+N(8I^@LNyBkm3LZ9)(&B=`??guT)6E_uJ1>lWa?-$;<)5#f- zmz)7L$QjU`AJ2g8=6D87eYkRY1{5#GGvH@(26WqoXTUS$Qo@siml8{IDM=uglAnK; zmJ+H7yphIJ$!-Nal{{m?Q;Cioo=R>X#%=ONK5molGPq4zyuxkrLmY0CLS&mfB!%1L zdvV+*M}Ffrxq%e!JZmi64NJmJr5QKZZEV~{$FOk+9K^;=^}@zInSqUa18LkDWmrm> z46&4?ky4WL4NHl}FqRTePb?*y-(V?;%EnUCavMv@E?RC=mx6or5DxB7o;bMw4CCPb zVUC0QTqO?f{8${^Ym#tqKPH1a_&8?!og-%3mSnqn2DAOB9J77c8?*gz46{9aP>{L| zw?8X}JI*?5*pXEgT*TsH0@7N(X(P2^-O)0M$ho3he^A;%Wz$$&>v= zfar^BBRQRf(xoEXuZbUtGSmCQt7|?J?EQ!8ebbr=SQOg%knakG>AC6Pq+=PybL3g- z6RoQh?;frK_IIHahiX2zA@`fEltb-?FT=k%P<|;4mkr%^ro^W|m5`Tr|L-@+h7Nl6 zNJDzs1)kURc8%u}V#fzpToR^T)%Ea*%%?l=2%lgn{mA?(qAsweiX-J3vG=;0Z9`fy zMWB=LGd_$cS&s=Qm9^@%hcgyZHDM@tqbwSUB`kq?!TFM;uc+lCvN6*c;dcdgD38eY&-+5 zM|cL@6pUv;t8hF6*4$s30jXoe&C7TOT-S|fz`UP$1`KV(GoY~uo=TM1@KkbN3r{6C z$f@K+2cAk!E8?ZZOc^gF!vc6IsmjAki3`~#UF&e0tX*o8R9c-JUXAM{8(Amq+i{ze zn!s(cnrxHC|8SceJc^AwYAZJG&&}Al-&tbgUekh&d#fZC?x4QWW#Qhm3JbTu1uWd( zLwVGwOIA|Yh^^#NEVdFY(n>CqR`P2GO9{O*mJ+?wSW3pCu#}t~z`?yn6bJYB2^`!- znK-x|4&mU=EW){6SAug}ojr}Z9NcR~ad21lVYo~GV7P}%Fx-+P+_~Kt?yf4#b{fg{ zdqvFl49PZ~5qp;EK1&K+ud9KE-4@#C>*pRhb7&KE)w}Nr9o$YkUZ3_zG~YnbiSW7e zsP)j!**|K3s^?!QrBmup*)6+RN~b;a>g?VB?|b*@rjhawbPo`hoVbxo?Pd^3ojE*k zD*^6&t+hXM<`UE&Z?L7Wih-gW&Ub35Q7}buJ>;_{6!wpdT>4by3nA$f*KH#0z>Ssu z2XkW?OsEaTr4$;WhLEH)~C!|?_Z%-@mt$ugdb z;u^j)7=EICKrdl*DAdp!#YS0d2u_ehT>b7F`zp2~U3KDHL?#EUryROhDEg6zq_$73 zESo2+DwFFTCDX&)c0JAMXFFk3%=fCw8!0&WJ+V54@c`Tvtf=?UEJBY%pO=@J2*7WF znM;YWM?kYSonF=>0XhdJxvqSt-T`ej5Y%nVgB#9fO};w0px&?WPv>nW9GS^T4t9zM zPTtJvHO)7XK3721?7RW&=d1Y=+Yx{+#g|VXDNaT+zITfKk7S{_jU319|9B(6i|C{- zM-C{5$s4`D_XJk$H}z(WD1r2+XIYevmm`NmUy_3Pw!>F*>*!eOtvgVl7k-}@iUa=) z&Xh_1Okiv`)^Kl5hnvB>kL``7J?nOWZZpHtICxbgJ$XLg59ZpDimam#q&{KU&>uTY zvFknk$-AHS!Zf9d=ckM=@?+zsTYdI48d9&Bm=-yNY}WKmx>p?rFNyrdw%@d~&a|tK zi%MwUD5oON(V{IRk-r zbBloD$xyJ6+J5& zUH^HYcOBY2S1uB9O&CpQGd({#Nl?z;E0y}YW*wwT-%{rPFh$7`JCh)l_m`4W#%G-7 z%>0Wo_AAzHzvwXKw{-cRFso+DWg%m+!;b%Z+~?JNUeMbEJ0LB!=!Df;e`GK5fH

    8OVH9`0yuP}$@ME^TDRrdg$1Xb6WH_HD~gqS}L+n`4*8Ek}4;PPcD0 z9qs$~d-}INY;l5+5|3gpBRcBw#nuE|kh1+!%! z%F8zI{7jv+0^iCDQatOm;7Xk{&+vc=@Jx&EdShk^2j~I{HtaKnV-`mq=}4JC*s6tq zsL0cx^d)Mfx38Uulr*q9T{cHC38p*V<@}4Vc{NIwA>h&!@wRsh+ZXa?IzP%29jjHNUKjiFyms<-Rq|S?gn@Q?=XLbQ}b49zi ztNS{{8#yKCTf7r}mSU++c)*KhS8e2-pwv<9#DXtANZSUFZ5H>w^xp*s{3{*NtPGlD zekuQ2Ya7bl{URYaj~@t&Z1-kfGPy^l7 zHbH6cs48)D1MP`t^Wh|iwP@xPPXyz@E;Qc6w|_BtGn6$pt<~>Xq;yZ{ufP0z6&N0Q z)LZ1b0;-c&ZSoUZpy)}vJW^4brrcyNGZ6STL2)Y(7`1$Mi?S_0Bz9m+A!YxTl)qC? zGl*yYUjubALI{@>^{PE1@q}X?AJezhG>*Ils+QXkX0CRqJoD(PM|m4;sXiB$ z=i3JTrV(52IJUu`*v+MVMQxBl26qk_+)P_>aHo*L{bxD2?|==N+jTg%sX&myJwJH{97|pP< zpynO~RK6_gD)j)C?Z26Upncc*1h(zGQjF9awi^9VEk~pBojeyGE zjK*I#-$hv)pT!j%uSU94EO9ZtMIhwxVk>K*J18CB{BeMKV-(4DOr&>~c7dY)F8U*Z zqi{07Y@twi6mt2lAAHt10+I^lNj7gspu)t3L44yVWLaMke0AYG8rybGRlj?Vs54tx zuE1xA{L~g*3~n2MuOaIO3*-(*{tos_ae0IBk#%ZccY8u;Pnm`PJv-p{2~%iTG(ik& z^6aTajJF^_JK~w6rYNd&VcAvAABZYTKE5+f_eNtUPq*-jd(v)``>x_kd$&C(*CoAh zEd@5-^-QaYbw#a@nT_*5Mxx$ENfRxeCn%tHI>m6MB<$P{CQRQvK_OIq#ku28``uya>jM9(d0!B(%B;Av&mE>xflhMV4o+x_w8*;{!DR+%odr|c zU-d;;m)2=-1rLe*X*JbMLPt?%ecjCkLeT8uX7denh;CQU`ms1>RQa6mNbBj7^eBqy z?TF`B+MU~c*JTuceI~+AG0pdf)&2KFQt*NM^A63ckdVweu%fccFR}<*M<-5!5eJ zG1n70f)*=yR~MsE=3mbc#bL7 z9d$ViEFZsgFIb&HTYvaMUfCgZUMqvjl5GU}vZ~HEUfThSV~p|(i*rzPv@5uw<18d3 zUVq|rmKCfpOV3Shz#y#GPwVCV7RlhFx*d< z;HI&yOR`-_vfVMZbL;JfS-;kKYGoW{IF@NO+AJlli zQsG7JG%-1_cU9uB4Sd-u*fBG!57NYolajS|Q2qOYt%`{?Ob`C$+-9i_r*f1zg^wAc z`{$l3TiCcD>hT@+v~4*b25uc}Y~Cx31P7!Vgq~hSPi}ZUDWZK;xA6$Q_T5=u#P+an zyZv=fbYv!W#Buv2bVB=Z{IF;UVn2G)-#I-JxryG%G2c*$sLG!ftHrj#t#PrF=CQfZ zY$2cao{sjU)dxW$vor&qIr3zNuF8Oj)nmcm7}FrhN`uOj5_uB>+UmD7_+E!=jJ*R5 z8#0h{)%c(9(Ys;&YF*Rs>=-3*1 zRG!BdJ>xz(L%cBKQobWTPPjc_5+|;85sn96pL%iXe;;5SV5Vaen6^bLFRTl?AUs9n z1sJ$K5z>Q}d*gp^+NgjR*LkMP{rX_?E+}NfdmWf~)f_soOA+KdOGPFJ4k6k7e)UX@ zCP=FTx5x*tnZ7 zVB;=%gpIo*1RM8;&)B%>nz3>7`C{X~)Paq=g_IJyomfg#EwGeyX<#YYV!R|JRCj3q zhpj~HD7KP^z1T{k{jilBo5R5!*n)$bs*HpCZ3+%3zzaKGipaPKY0aJT-&aL-S|zfW!-~D<`)1 z5OVdq0=FNRKxL1s4rMY<6B3pGd`mA0Lf$-=zu(w?sCdfeK;L@+;v`cK>aP-ovXzE= zwQQsiL*wB=>g^H>q!>D0+UQ9SLrT{+9B2}U6QjjZKe*^=m-UV_bU#`o`ngf_SBgA* zv1U4RFGCl6KL5M=rq%?wq~R#}bvbv{h%wr*Qi3<1{v>+7``XVrb4~P7R+nmKx=$7*%zHB`4)1^uCxW-$=sgMJ zk>{jV2>l{b&rh(91gRj(U|-*7wjHRq(=fTeK@d?hnw@$6awD-|Q#yr2IwZ32>$5KU zM68+fS;zi+lu)vKx%v#}C*rB@F0<`VX`Q1-yy05z-F5SSO55As= zg*KHeEhVR;@KQ4V1}`NOS%0h73X$VKP|VZwBSy-j)OZ-1qZiCJ`V2o?>M-vwQz7BP{YA} zga-E#+X=y#?Qcgh+w47c5(1T7d1U60SaxZzXheu z5Z0Z?C~M@ykhysO)hpc2sP%Oqud|m2Qg_~~r;0RC5tp=-bhA5DM_KZ{3#Xm@-S)Qi z9Seq$V%z-hD+|!4*(#MgdIIoy$RXzV^=r`dQv9Qanjb`;QQ7o}_GOZ4$(Ca&-U0AJ zZ>QHEb2l(5+)Q0*!eR&-jx7;#ib}{%O=H1yxTw#tuWu3UR zHk7Pwt&A(e!w3*X{?$iGApD`==8>=rDZ1gNY zxcmG=;`jbk%OkHBh}g8NIuhc&gqB~YUPb2sVKc^;>}zP-MtskRZ8|OTju=8QavDwL z1bfJxU3_f+J5s!}I%F&{st`FapT1qSV>65vJk-}Yn+TeNQCnWSU4oSpt+R{^(V&_1 zc4rY01@~|4PMVvKfXuxQ%b+a`E^dzbp0zgw!pRwsg`5Ey$r(_MoB>V98L+_+&wwI$ z2Bf{BD7$TW2JCUgGvH%#Dsd;Ll8fY2(m_roFD&p>(rbsOk_d#S5_bL-%S%Z#xsEG216QbMI!NiAt5{G^p!C#^(^v=VhI zjb$lOA*H1CD-Q12cl(xu+p`Y`_k(F1+;_ZjaPzIg!JQ+9gWEt+cR9C}zTw<{O=Fw7 z1ULH}hI`8}hFkI#hWi@{w;u`j9TM(C4>m8ez1{`0JtAA9(^LK$w)8KYHh91cJe$Mf zriRf*px~NQtXuv*?A=a zW#)|8g+ERQp$B~4Yd0J~!7Te-Z?#3BwM?a)Z|5A)an(1!r99k_w3$YGhLRmRS46LM z#mN}$V)ZaNGkO#iZM(+tcSs67T5;-fxbiM!(!jeYLnSEAp|uY+)^h`g;NE1#GqaRt zj)7v&LOP(&Vj33k4$_ocJcA(74dm7pGN zVO5H=Hz=fsU$^nZJ@)@i+??dZEly6{Qsl(_I%0X^rlPgsc;lAW!y7lpc{~H|HO4dG z(PlgY8a3e=FmV#kfNJV^25d~hGvLPm!_}EbW4Zosn}jGCLy;k~Ql^CRd<+@OROV1J zg_I#7!(+%S6q#oVk%W-yxk#c}Dnvy}GNlqJ;eEL7{ax$#{?*#6wg1?A9Ztu2UiWq1 zN_YlTW5Y9`9BHZ$+82uO{OT}HW}-V+oYlaZj*6@aJv)2Exsb$WU6r+62^UlFm6-A zxcv#^j-9v^ctpwZ8>@nM^wV3Tv zCO`5j-21m;xVv(BisqL5;bBGX?XaVws6{VOLaWRPHU0Vf`%I%c(z~5%r!=8~OfrMT zZ~c=)eH+BLm`n(vF6P*qT=pB$y5z`<+Vcw(F*TkozlZ72rU7PNPWS7iU$h^?6BvGw z!gjioJYPR0ZF$*p<0EYssdrewyCW{9g>;oMYUj~+H%Q81mv4t?eoJiJvCr|u{UZZU+%v;?;?@zs6L%dk0|pZ_ zU?(vHN)j_*uhhy6NM47|-NrNE!?kz@+_n|ZfEkDI49IaAPbEs@cq(ZirV;}eJeBNi z#8XKj^^)kyQX)8xmy!huyp$9WOGz)$CXI+T8M4wQ$<#Wzov4$8M4h}+j@#rVqD?9j zZ8CQsZj;i4aU1$#s+>Z`n;eKj@h1*mI3wKo`7VeSa^Hby%E3qZ4 zq?fP~Ey79|2`gb4$5Qf@`#cfczeRCy=Mur~P>6F|Cl=>6 zi%>9mHMqa#;Nbob?p*}je+jrR5ODJma6cQyZ2J>z&yq3Qf2uLtG~a_aybequ(Ri)- zY4lu?LK7Ql{F^bDLi2Us!TCWe3eCLvBmELv3QeDYi$;=%5%nNm`??byi9&NME8j+B z2ZhF#ulUTZE&unv`=tHl+QYszh&exX^lsZO$W8J6+WaLIn1j^A%)5htXNJKtkUbG9 z3sNghyb|Gt#rv$AOo`MF05W}~`x^&3TavCZeTstYvrSi=pS8l>a38U68hcSAli#>w z#T69a(tdRGU@}^&ags4yE})+5Nv1S?EYf-QaW>;wZl^y*#RP*%(Z+vkf<{;ORJ^2WDxL;Yxg z^ik0~N17evnvd&z9ubCDye1DX->XNn?C0O;N2vo`<#=Uk;tA=4XJe+jQ$Sc%a3s~8 zTm(sLcc^o5mB2~0wT>U>N`axbmVNTW71)39`bO^BQb^9W2o(EKj?DfP4Go>Y`70eZVLWUE5TQJ zD1?JI|Ap!P$%9w*-kW1BvLHx&L;0{%06d>4=9HQJO*){|xUTh#9lDZ!ci>Wm0g|NX zFFZYAkB;qEdGO?m9h%JJOHD7gMCnd1uDrF?L+Zg(U1|3>!AWvn1DSPCC7PP73{N1TQiVTuwDv-SRPaP+sC>V+s66;}~hV-N|P)gOoVs73(gV{Z9&=18bk>X(q6 zJr88#b%AdZTOf}o-gxm93ouFC@P4aZjADYKQ>z9N(UiEGrpMX>q;_1TT6b$9a$MS7 zG$d7s3SBRdY3!i@)hNp+1k&fB^_-UNsF(NWU#TCuUo}oWB<>|53{6;V|5puyp9ZtMjsxOXkR zdyw8566MNUX+o`m(z2DctHl~x+M}X3}_5?=;OaNU+k7rc|~3MO@%CL+GOg5;sL&@ve}_;l0Y(E9{;cpfp=BYV*USb00L zwf0hxBA%=%H$Hp0tBb988U;O%x zC^B2_kpQOy8k{KUe(q+0jLkxx)*q9GVN$#DPnB@AmgW2YA##Z$+z;)yyTW`B9zMz% z7I3r$mI&<{`w?6Cp%+Bpg>BVuHJU%9p+Y+;0nwk7k{gL`+x6xtzkFI2IInC%20SH$>#X?^ zgIw4{4tIWpn9Nuph7(P^x~OtG_zUH^cX__j86`w#OC$5Gdy%B5-BMZB!VbfGM+M!k z)543b*}~INn_yC_ihS=pFMN5EyF^>P1wJrjkOgw?^TE@Or==med{FyH&q?U97}{d2 z8+x>FH~L{yCX#Vn5`rh>73Gg^00!GCewlCFAfIY&QFf36)KyB`*xqk|sry;I7a|$p zhx2UWD_dGvpqQPnLlvZ~{<*j{c4Z`H35FCop?u1dg?EzCtTB}9f}UH(=hG>f6#_}q z%9WQX(g(ADw8p1WBv{G7_$7ssTqe$txR^j8-VR*ky){M1t^_<;54g|aP z4+_lF{X)n05Uv>2kDKo7fvKX037k?ruyK9jIh2IRk0c!_XH(&n--f-jK z?qbHly@8B_TYMM?_qM$&!CeI0^fKCK22zL~yGSa2FM0xW}$yxD5!n{a4|3 z1sj5GMS|_$1lwN;wwt!44rooB%*_ebb?MWRyY(>63!Z}{{~SreLJX`Uv1DMtZGHJ!rWN>TdV z&V95_4G^!qyC&_LFL2#ekr^h_jHB1Ce>U!pe@i{xh*q#tah{q zjKMrjUE06>W58s0_OjMy>bbl~Pt`f=6X-4D*Qj6b=wY zeM#^}cACpt^ABqgztv6IRvuY+y3Xv%-~$J^SG;tTT|NaKONf^VRTlw6l+EkP>&0*= z?%apt5+xup_Je%eR=5O|J#0&LYl}grNvb;p6(jz(u~&@Scfwg!$*dXEFqq=rcy|YP zBn)OBe(5ik1Y6GS*Ih7*0huT+cEj*+*z@nvN5;K@(3bYRxRl2mChlL{y+&Ca-kyIk z@n*P`5+}3E)9&OyO5Hcl!0JPcXg%9l!D2ZVQqB~JTvu|I9VHz*TVb+c1KPj%@0p4+ zJ?e(!x1*02|N9~F)IG_NX_*Z>#l60>taF7WZXU&J=rzn|Ep2+gwF9}#vj)Do)q~0l ze%?=&=|R0OBtILxd_#S&y!$cVW$Hb6@hJMyxgI2zj-}+?9F~$uLo6lB!dOb^>9CZ< zuwyB4PhXW1G8*W_Rw7n`t%Q{m2X}xq4(^3&9Ncph9NdXSa8EwK!5xu_gIg^N2Y1yZ z4(|6Xm~G|lnC+-Q%yyw4X1kGbg>CX9q<9U(-FzFv{Y3!7{jmVUUGP-lj&E}bn3_G) z?Q(O2KBgjXrH(tus%828&wtlp=t*~?VRIg06Fcr&*wKQ@yT4J|em5f9%CROUgZpq; z`YXGK=0`|z5uY^K%Ayx7Jd3F`#n)q-x=f?)CO z1C5IosO0q7kmQU2)bx>s&88_7RnBN72d+7bbR{m-T@E&bCrfOZYJt=zRr>?y$w%8V z;avI9fE8ID0u#;Lo6O^p5$|%lcJ@IOV9>>`z#4(f8(K0NV&l-?8)Cou&yZ2SA-Cp_ z$`F{9d+8G`?%r_w=miJc>N9Y=Ud*T{ zl^?boaXgxRyOyFj*CrNAyB_g=I^4%Q{GH^Nw)}hO$_(j zu2%7@H4OZrC@yW!%1EI>#BY*3!S-K>?Ize+TeAP03<0K{-CZtSyq%kR-+j65PIv8wPY^#O@x){OC)n~xCfStw_n$Xl<36p7jaz)hxT(VJ zNeDM%G8XPjgm7Pax+>h%502JiDj;aEx@ z5K>}ANXb<~O3I1gzMzDIn{Oq!sky!G1kUZxtGP`*cNZptJBSEw7FrzKd_-{Xal&xx zCu6wxufR=Zo2MVMokFlJPq0l(uw4~{*&Z*!Y+ns{c+0S=4TKL5Y+kP#4%*J;;;rPb zOQ3(flQDQLdyx+}I|1{*f?f+{Q*c!f8#!&zM$gT?# z87BhJlAiOg9YQ^nyIiH~?jExMQ={9P_06^6U>3hnyQeMmYG(d^9pV7$x)q1);*JB$ z`uF|D_Vys05*$;%OCMCX(G8K6tE!+)VE5x={xcM`ym_Fe*QbVr9R`QeUCX{BF*7Q#eWvzh2zP(~6?P>|%3dXc3>x zy>7oXC2-sSYf9L&3*adBA;O!w@B04{V^%#}2phdjgqO?IIaq0N4Lo?+1t^lqFsjg$Hn+-Wzo zmnINAcPpm*Q-4UFy_m3ezw82(fpCY?*9y=PmF~d6Rz@kEcSgD{{77@+HoJlL8WjB3 zf3hr@6}@5n& zZ2Fq=?)*H%xPcaoy9MQ#pO=SwO|Ep-&-Eb2(M;)Mwh_qJ-(=EPHUT;V5*u@v0sQO} zR87g>4VhxNO**eHS#6UoJ8+x4ei66H(c8F9?pMcc(jaTKO_I?TYg{KUe#3P#XFE1- zsje@p#;y1W8+V^l?5c6olw;#Q^9dXGa~5peZ5y$1=ZItDt`sArgbqu|-)mS()-hoz zNpo0{67pdv9Ku%edOfz1b@SLtcI03y8GDL@JNgw4ZaxJZ+)0@@xEXzMaI;L{;O3^; zzZ%?smlIcmTWc8ycPqj6+F{H#lK_=%G8JxaGYt2id<=JkHimnL0fu{m4a0pi2g6;% z=KTIjz8r}6Fg@CF@FgjB!SSHHi#YX@08b1_UpSBn&0m-5O#+DK)~)8@=L-~?_jf}+ zyKRQ9psm&P8>K<{VN~$d25ETsOKg&Sr@{ffV?JQ(^A(Za6n##6!>0qUIJSQ9agv7q zq$6cv$K=5M%&4xSi#Tvwh|E<}b^`mO<)+LAby#?jvG7>R23^bD*Dksj!_hFf_p$v8dB+LHBHsj+O^S9jwvAwk0y{4I6Wm80T>A zyPh#hW2kQouXY6MV=P+AmnSKELe+LuQomfM>$6So)Gm3nIASAg8l;9Uw?F0JS5rc^ z)8ZPAKXxKYbc7nYTm=0clMzf9;6{}Gqw;&>zfwr=#y?q5-@_{Of$_!`n$)KM3sUX|iu6oz~Yit&6)&67;cQ<>0zWQoAmE(YK+dnv8`YI~qKnk2WMwJo{ehPfLoU3Od~L-`327WJB~PUAQZiDrx|EQC{25Or zZYp>xp+DCmwbCYQ>nm5=$%+hd0?+ke_I z+x(9)+qLv}_mjE$F2jcV6Je*f^1;urV55Jt!H99-_1PC>H>BL6Cq?QFLbtjzW|O}J zA|yZ-RzKu}{@s6{QhLlBDGr|W4IXubW}P#y#Gh24`lS&LL^YzxPbZ%qJ(dLBo@D#D zvOqBZkoW$zQ3BjizBabcIUao zDD5AVGwu`3-$uStF8%s#TDmwy(X``JjX2%&Unf~6mH3Y2T}MxJ*&?C_7bxGWO+83K zDR8r>hB@(7Af(Dlyz=l%fY`Evq&A&I*i*K|aZ^7LV(ZVn6Tg@MA2c-w1oy-PJ23-_ zpTslZk{F%=N6+CI@FXz<(h@V^4m<;rk&5eu)fv!+m;sf&@Kn-jfv1v38h9$1R>e~Z z;>S}78!?s86I00;ea7li(*F=IC0hG&n-n>X+vG!W+$P@=ZE|6?O;RUd38GFq5_NLt z*pJmVsY$fSN>*&#q^;Pv`IfM8?`q6YizM`JE&sgw%j?oD%|^guyFq&q{K)9 zOUcg_DIrs>qy}1Ji zw~Yo4?$G@>xJMr>t>*TV1f1Lb+Gk#oSKxlmNd5goh5Pw1hWil#cO(HfjS7bQH~}}m z`{z}*_Y-WV8Sr&#e5XLH+J)BzwHhEVxuE)rHy=4Gc0M~gntV9opOaW4E?ROc*fiAk0kh#Q}r)-A!|fClb7v`WZw16xCqH1 zE{|GOKJOTkpkVyqjw~K%xgj=pEQtnqG`EzsuxteHbb;$fpXxI~c1u)g*dsdFpygpy z^6($&$JZ9QxFa+F{U#Bm<5#X2$whhek1Th}DnM6gAoa*48oYgY1=|KsK*FqddybvxW~XZ#wcfaC;ILC)K5ED-y)x2?Qj?-#_+_QcpFdLTCsTIW{$=a_aHHG zA0;O4pSr6PHyODQ8+QV+al3Zn8IZ*U&w$cL@C;}_iD$qlVg@WBW;yOz*=>Nh1$lN{;8OEG6V5Fej!GLt-j1Bc_rLVk!w^z-=-&9=Azk zireH-qD?Mr!fi6c3%AKz{N=V7#H!LM&LQ0wlDe>>m^e3+bx0x;u z?mhfCxb^Pf;Qm4cw=fah&O~tQ5W!td1b25HW;^^fX1g>7v(3YZ*;XXjK1s0smSFqO zmSplO+zS*8cdoEZ(UG|fND|GeNU7b2WDjSjC80>Pvlk@xQH~?Mcf9{5l}@1fFYkA7 zZ?i}94@NH=FPkFCiaXD>)ApkwyQJp7WF^EuyUXe9&#g%J@w0!`b4?_naF$8~?sYK4 zd6LncbBx57wZl%s?*~b>S-|AF3HK<;=1px;^PhL5or~HP)Ne|YsNY9Vdq!^i?}sGP zclS>7ox)Hyo%}gls+5w#Qas#9y_I4T&@7{Jd75HP`K7R=u|Og3bJyGLJV!~nv#)A{ z=MPHqsMxjb-eVNcPvTM+GGxHlZXFM+a#GtW$e^~S<&R)vMzg(@ZF6)Tx|i>>4p zVI}(sD;XiIB+m^?i5?*(o`jT05mIuE2yW36IJkL)aBwr!;NUhRf;%)F=XN-e+Xb2) z<2E+Zd6~i4$#&Dk_;ASV_)@a6TI}vQl{eNuJ2q`c#)fSUzlwR&p8=Yv766q@}?a$7drQU8U- zj}wa~|M%RT&q~wweRD0^9(t!@&1NOYxO+~m)iwj}EWRi{E<%RNd!Ol~u3dnM27dGE z=ZUbGbkQK}L?T2rzUjZjmIz-?crrOFCP0(yNrjNYHV}+vnw@x}jhfoyrz2^~(QTgb z;NylVh@-jBAnSDj>PZ{U-IQB^Xr3_l@PrqT(Rb~wKk2^Yqv3ALKV5tCP~wO32M53I zLwB75e(M{kpir@qYtoVmU?}n`pg(mpbYz@-`st!Lm_^D22kUMFtJiBse~a-!ObTgH z;Tg5U{)@Xigz_9>+7@22%^zwqc6G2S%V@?AnWD2TGYY z#~(tq!W{w}jF!kuuAOszmo?(3(5tnKwnknX*HkgvnxkLml2gb`x2{m1MmK)0yIT^) z-A+eo)F*eVuH4XgDtrdC-kjRKc6~JL&U(Um)G->)FH|QSEsX*?%iL6{r1Nk+%;rz% zhe&AZk67~}tP!3y9XKnPuS&gE?(=lNJ@vo*mZa$z_1D3U9nLn#Gcr&(`)|7+x3ker zx=nu5Jb8%0E1YcImzIwnc=)pRa26mf{{w;B%5FnQOeE5ze&i>5@3ygoN5#m#i)lDV zG#asP&9mCM;}Qx#wd9|C;sWZVt2Me~6N7$itvDgGIRb4ucxKJ-ok6ISF;>eZOaW;s zZnvNAO{2K=ix_Lz@j?*GrIv4IYe3HZ6#oZq4v@?gFyFFigblWe@uoO#*a+7uB?Yqm znLx&dJ%cIse;*v3>9TqJT~ZoO1g=@HRvd!l!o+QR7mk4|`!)X~+w`DMv|xIlj1|l| zYQ5q!wt{EbP6zv_=kR;~mS!FNXa(b}h^<%78d?dqj}vTfB-rlUhS@eG*lvlyY|nPD zvP}ksWDNITT@3f6UZT!p`km-5bG7T#d>G_sN-sqCIHIJyzJip(1IXRV&Z1=q`F@+bX09W zI-TEhEbfOTRI8kl?<=LAyI;P>VPPNO3bKiNSx#lT!ZXSX*N81AprK-?k?8aZxcIKI z0sWDLve9GGGx{e{?{I;=3Y|L)o{SK=DyE6NF5Y3-TzwcdO}27`ov}nA3>nN{GHlTf z4X#&%3CEDTZf)?7Jq}2FVS0bC(oT4G&Dw)SEF39`Y}Rcfmpj5qH^ondKMsKG;k7}d zi${R|%HX!Y!nSbZeei89XIrRgiSm(dv4y|mM_NZW+rb2-MJ``wj3S|Q7-YtWNsmTD zXU^omAdTH3M~gpgBavTvj|h}>kz!LWI#17Lk|K9*`f0}Wnlj+5bIGB1m||G>>ak<& zCyJ=Xnr5ws_AuL{eJtqcpxAqNr9q(VL84gDfMy zS+gBvL+Pp+6BZnskk7X_C)Sv5LMr)}F1_X0g?34HT+iT_g}AF%rrZlzP<>+lHn%gk zC<>~lT;g~aN!KH1`TN$dhw!cUW)*EXz^*!%tlqS^2_#ibKPx2if?MX=?!#^hh@%CL zBywq>CzC?=cY7;iu0&9(E{B{pVDtc#Tw1zaZxH?lNVoNhoP<*p?)dzNldD=0ma5$q3bJO{N?e6G(Pa zO;4p5#tuEb#&((V@J;RVqwzFKTHqa}-on)X>bsP_&}3WFRnRRxW74^U`jT>;KX1G! zJ!mrB4k@;`gY?(Csskf$AnCX28J;ygF#obCQZyN9JkQ%cJ<ZKhxzS zCn>N-X&^^lx)DW>G#70?^aut2%Q@cl`4Q^0@a=SA>7;&-<4A|%+cxx8dikcd@IAzK zt4DrDvl$9ocRt(x(HAx~+%I+_Q;!fw{+@_7mwXG~a#%kX7>+^iI^8|9o?{SJV@&4}{#*hNtf=6>WyjqPy%5VwDOKk>0hFxv3h-Xn>#Ap2sx_C52g-NF>A~x{leg zwX#uY`>vA8;WrgXmr1CA#{)k%@v^$|2(kg z)i`D0T?nasKgoXKWksMOGh}l3STS6Q7k(x1rUF}?k2h<6iU+as`E4?d zDS%$k-#&3X2TD0-sylY2!@56nMr?O40v)}jWYUKOfNg?`|4u|fWA2aVB@e{mBPqgz z@q9exgqo_R+QTmtyFY5t*NYgC5QB}rM-&fQYamd6a#J@qdgiz2gBH1v%=_gF8>nxk zU`o<&4Sc=vzazzYx~oFY28HmT@0++<@d=oIn#diKQei2TO^; z6)YvuVXIO?My#)~m4wU;uUd)f2OQkbiQsM_f;-0(2Y1jV9Na}yIJn)3;0{&C!R@4j zgWLZZX4`fnX1jF&vpu>Sv+cUdHuc=yl7M@dfVQWXh0KZat97SNLcjALw_&o_S1`yBkFu-oM|KTY(|sx9C?ef%&Ln#r z`AXiuAf+>o4(_I55FMdHTi02R_o6OH=Vj{G5HVl$7hM+ox%^Et4)N;fU-ExtjJO z1Pz48j#km4To5ULGk6Yh?yB?1l68htQ%_YE4toOkXXD|u|BO)fgJQ<08v*DtTdZ7a za~P5wdenhlc_RhJP*;)3V$^s&p11S#5T$I(LSbEME*!Cq*s@XnAhOnKc6Z7OLF>lj z>Akw5k?>cQ7^WQw$lk7j?5dENfW~a^GIh(wqRpcrI=YX`km@hm)3WA!Aitl*IyWL6 z-gw=j)be^E?Kb8E`^;UDbCq{Pin1YGieRk|+;R$}*2js?Irzhndzo1(PY8_ezP?nO zNBu;~R;v=WV?`96r`Z&1Hg=>vEML|6{ToT2%wS3XZGklDC~$B42-^?RV^jZlr}uYB zF`5!8nb}j6moHjs|1JLS;S_7*VWZ~SI;ahyzn9P%0)_5V{`afKf%TE~&z67Pa6_9e z%z^$B`0xvvCsWVayFkvPVdE!gWO)>%%=!u3*|>#gssH?nFz!vP*tqYcQjMD`+()P@ z+lp}462cuz2)E(Vs&JEmpMs4$#~2&;dcsOx5LP0yVkJ~5Q75FN>kyWb*itMdDuk4n z6H?MZNQndy+zmu<^Q;6nHMf5exy_KflH1gC_d7&z7ZAbClZS&_mI!V}V+{A=B!>I> z3fxq-y$H5b2)1t$Y{wC7OA&1EBG~qgS*x@A)%L>*9GO5YDiSf*~Wgyngi7aV;}Y6|#Aj5p4|@L^cI|D6xai zT7kRVy!OEViB*HV*l-1g^9Q!oO9;X4y$=o+@mkwJ6e!=TZ>GGd{>i-FD0w>c_~WGfW^GP%^r=9D zgR(pa;-3%Avm`??+07<;f&9 zUj^_3D|Ggy2t=lC8@@URO;Al>5dl0tWSAx+~5kU)uoch&H)x z8n?+arMOM9s^T{3@dmd^M}FKUeRr(3Niwo5#dY#D6RwkXcd>E5mcqup^$2;@xZi%n z#!XM-vufN)k!h>Oy_OamcdH3DZh=B<-1dZ&Smt3VdG3y-WMd(gl1r5fd225iY@2l8$h2UwDXv`|1N6+_IxMxbHjS;1+m+gFEIm4sM5UIJj$Oad7v2 z!)({&W41-td^o+6Ooe+%2E(0DjNvw8$8ax-VYrQ@Fx;1#Fx)L61KrgR1fh_+f}D?d zOe*B4db7dl2c@u5TFqYdFQr^F+qPmoH)?q;#`>UQGfLqSFL&|hLM>Wh?XI%(6!ohC z@3?<4K~b|-hrfmiGs7yL5!K$nh;cP;N8 zU^^W3lv7I)5-3+EST-rZ^v#cfg%|e#qf4Jzfs-RR8+{<(+Cl?yuPYx{mWZIu#$VDj zRb^07x2Np>8GUrbxsW@F@eoSoo_%FNeZO4mi|6FV?rckx^{(=Jl%6FL@N({vDsqPO zH|M3uO5LPHiG$^9$_^l(p0MSC=ZdJ|Ad|or_5G+!#$}?}Lle1JeXe$h0;JTL@r&C@ z1##O>jp^@IKsO{T0ws@KSQ294{ri`tVXBo{N_f@1@nHgbW|8@l+BTiKh}DYMoqZlPC|j zNt>&TDEj*a`5jqJ>dl<+KIDan+_Qu15@ONsqFmXhi*EG5a^SV|TJ zu#|YvJzkX(X=-q<~~sG_R2&;niNd6Erd& zaQS1=1^QnBkSi^orxxl51NEm2HiUV@;rjIYPwXDBkAqIoa={T?ga#We<2S(%A6Hj} zfNLaD=zG~=${giwZs$jF+b@*DeXbr3(tju~J_;nPFkT5hks{8^=VAXq zZ_&YLF<@SOv^nu<9P|kP_{&R^0Cv}J-s|*CfNEj}Y#?SpC1M8LLCk;^+wlxI!-i)- zQ9J{ZQQYb9)fw<0F#~QOrji*6Je8azrV>guo=Wb^;i=?bD4t59`S4USSe3iFlq@Ub zr9_Wtlk*I?O{x)XQh{ibdIwk9BsmM(h&q`^)XDpNKUdqN1<@us3FDrO#l|f{7&o62 zHtrT}Y}`x}*ti!)v2nk&X;>BRGD|GnnS_)S5mHjKA|+(1mG}`>5=K~w24N+%1=vay z68%=CM2wIUCnC6a5W#(93lLbU$?eQ(C`jmAp`Bj{VokGJ?9od^#v&W;Ju8Sq1C88u-t5sx z>p-Vrr$7V>5l;OZ=@5*hTPgw`1V~UX^1C@~yGEhpZP?;`e=P&t6qD2xjs8t4xVGh4 zyT%4+85Wqcp!>`M;XOA`>rk(!d~i*<_3j-LOy+6xqDp!oo(1-ByW$&kvjY7neQ?xf zK@G$?C;dl;FF}IIBc)!xvv84qXwh_C1cVG`pWen40)`J@WY5xB5Oj0h(D=$5)*#M@ zZeQHNfS9X$B1_F}@=9=T`zp2?+=Cx*aQ6_w-9`j=KM~yPZsFiQM+CPP5!^)t+gTBqZDxY) zN`mcZg6&~~?E_7i?eGJgGM8y)7m@^DBD`vY;OIVbX!>6O2vo{M1=$*w$bffB86u?vb!EPN18UE&$D0u zoy47Iu<>2*$bY)UY58(HB~};~-|i$oIgv(E9XP^zIe;G7YDDPOmwuf@zEsv9pQYlt>^&>Xi(%1WCgQ|siV|F2G-c#7NPR-#QF zCfcMV(I(#!#(jD_Htux7xDOG=Eh~tPTmKan?#+a7yAi@|P6+p3!NErIij^4qVk_wm z!B$dESV=TtCG8)vl#~%t^4AedNf03=qX-8#B7%EnJr3?DBDn7m!A<`O=XM*B+iOpx zkXM6yiU{sM(im=)U<`K!0ryb?Zf^qaYC+8QE`sd`1lvDzG21j@)oWBVOGq@b2dZxW z-9e%$^--BLj-}A_Cv+vX`%-9nCY-MYL{ezh2_)Cgn}<_qxE6GC%0g}pfWC*uIR%koriw|^CC z_e@J;oxFr1<~h$=y)Hs6bvHtGFBKwzWR(PwlZ9mTw9(~CAWI?oXDf5>SwI2GyDOvD zd`=ymt)UC8vr$I|dM9s&r0oW4S1q-}Kloum$9Vay^LDu37aI39KnlKgcxxtgiG$VM z=(&ylBJdCtY#YB)M?hEMthoNWXvel=5n;pXaAPVjC0`^7R{~n%b1HCTmy{s&Kp&(U4{oYSY>U*OF{Qb!tmM8#UPN$XID91 z1cFDmi3KYa!6maT{@3dY!K=n5_VHO$DCre!i5#Va_sR8s`O`b#^_#Lb#(V6DKjeZE z4|y+&M*9w_tk*?!$uk0p^d{)&j-8=&gNKpbQQm8(_FEv49Y0gaUmOw<^=ppH>QjL3 zwpq>EjqF8DTb2%HxZ6PUzn4Fj9t41JNM`TIl`voyXgE}MJQ8f|g_Gqd=K<~0cwxg9 z1>rKDv{n0a!JL<0wmQogT*b}4u_!x2J)Bs#@sTsiNVsgVhcO2I)K<%CFHS+3O+nvZ zjHRJ0RuVZQ&nXj${@xp;!j^-AHV?I&E_(npeaZSyq%Dx`N!GB!i`NlXYh-Th(~Ics zv|BjiTpnuBy>&!$Z5C1#kZy*WH1z0(;HL4>6qF)g7iYdF0dX^hel=qjMr{=dzmETU zNtrw9Cil#0lGJ=4wB_{epQLlUr$4vat%unbfk#$-bZqdlbh8?i2k z3t53%-N11NMJtH+Ri8;Ww}R`o7LCR+R@DE)nC%#X?L7qBFI+I&>;&6gy_jtt%r+UW z+`({%kTBd^It}$1sb35Fc{+6PZ(kT(yZrR(n!S$b>y`AcCIJVKf&9&x*WEu3F|uo zF5#l~Ws^tXtLBlQMLJtZruFlQleC55!q1Ey_O=kPDN5^hAH$Acrk)Qr1O^Bpi zMIwO|bg`9gY*{mnS`nu$v3BIHm>R7SpG_>SWPHZ^J{p9jxfZ z->PkH860TqeC?s5N0um6^IkSxd5(3YiwZ>E5^Kpk)DQB|-T%KxM(}8q04O zpxuA$U95~ru;s#9HvPTZAcpciW6$7D*uuz9(PWo~TYb}ObVkI0d6Vp{iN-eQO1>t& zURnSqqCM2My2g;M_-nmT`_w^U&PnO`uzZVj&wOJ9UG_zizbm@|#3qr-=mo|m&o-En ziY8mmjL?Ns{CNLdrWLzD@gCUqp84y=|LVKBUBgQwyGnR0l%}7?=?zR{@w2Sm)c4H4 zQjPZXZwGgssz*mM-hjoP_|)QtH&Cv@G=Aju8#s3D&bN%IH}Gz5LeqQc4agJ0y_X2? zLz6hT|t=Ciyp`a7vOowiYUjyY(mrv(<$jvan zjig=k;SQ`5(Xeeeau1X(vcvU#w|+-UqS$l<|z2uh1RRvo(fi47P8mxS6j)y+--) z&|Hqi7+g!3kP~trgL4<3yWid`i-{;gZ1Nbz+lQ9YVlnS(%8F|FAVB|;q&K13SwqJ5l?$T_E`1+hT~=>LcKgN8N)F$ zO1(DTJnvbnmAVhUNk1EW^2ZB3`dm9OGZuzEY*8$K#vg+^OdWbUs^ZZ_fjmtOzXUX( z)u)+tF$m=yRQdTJMI4DAcX&ubF^EsI;{8IPIa2@La>Gb82*f*lHcHA}fH7V@uG@do zp!QrHd2w=cHr$tu^m)dc4|ivHq|0aSpyL(~-<90df<+epO!PGk8rKQzE;Y=7cbO_e ztvy$vEsR^shN`AUTqzs|A^TZB-qZj z!)$vpV75Q3vQ2JBr3Bo4?=al)k1*Vp1l(s|>wHoTy@F0}sOU17@IhXMACnv_y_f!50ONzSa>9$EOq_7UT`<|VX`+b;tX|U`c8)nf`nx$$06 z-qXnAHTC5$dIvzY;~)5Z@CWDVwHmVh!EjLF`?0`wKUgmsv61$c6}Wz@+T0rIgv8B^ z$OmHrk@BU$W~r)O=-sG4wR_Zy__-TrB>XP=pqwmLHYtuMBp}H-vzPM% zqNAxH%g=PBphxlJ|AdZSM4LMzg~pld(Bb9#zdO#TgVVl}oD zZ$Fp*|9+ELrysi4s_EJO|G zhGB47P-6S?FsOcyDITYu#~)KRWOHNw1ObF`cM`_kx?`T(oe3*pCaffU#Y(7BB1uSz4k0Cqgp?EzQX)@CNeCe&B}8xwzQVz+vl86Y z+!i5nJ9Ra;so!@WB7z%;;NC|BcPA0twglYkV=&x4D{xcUW+vG7A=utog4t$bz-)^T zV75~TwwLl0_zoC6fkWln*niQ6!{hj#8d-Au67~2b*wwam1RmWvJ#hNPEO6a>c)M<3 z7S4E=P(Khn3k&al{k=;)kJro8p#S}I76by<(=0`4p)01Z6ums=DGy0y?!qoANZP;R zU4O&^Ddzh|#@`=z!`=YqElM6*5ac90Dlm5d0$Hnn+&Xy(Xycq%=?W}BGOk~g+&e}F zo=4vsYQHD|Yt7w8BY~4}iSvY3y}c27`qx~srPB|si!qgnIv9oo&C`YxsgK>XIn%|K z{D?xoQ;a2C-J;Q%*WE!L^U3Jc*Sa+{Gg_#vOo}PRD-7L*$KNZ@S%OU51*tWj=fU*t zzhN=zn^cx+m88EhUWT2at>m?rUS>kN4j+G6K@Ny}{#uNR?nGj77Tu@z9{|CGVg82J zo4~>>GsL*;nBB&|AHn-^rji-w~I|sOpRDRe>=;B=xqcRQvdLVpMvI|rx2Cs2mSd#* zR~L8^=|td6&EC_OUdqB=cJ0$LYRVA&wpGBDRvlDcX1L$0(E>8jCN=tTo78xU+hj&L zZjLJkh@_!b=8o(Ko`K7Y)1ya{Go zTad~&nF@E3^tDyESr}PY;l2=w;T|}R;a1p$;ciL7aMS3-SLWfzKUl_BX zb@>ARWIii)6wSRU((39f%Ci?1arNS&=siVwaMO*C)JKlZ!oKHhhV4^P`ip0!L3m*8 zjQ9sRAPreeo?lV`#+M;Z>yaWHd&PO%X#ECYJDw&t^5ik;*^_4l4NCh!uu&?sbcP## z4jt)YcUy;;ibApk&2}Sm)$HpM{`--@DJe3m$5lhLHaN8ONa!KdcUj9yz1S3-hc7kn z$yy8hg&nd3m$=dK&H$5gW>Hk%qZeLjN6F!2ZG2=Kp@N# zqQN9W=kQ)My6;g6a5*BD3krQ)&L>e_i0OwIYj1QbQmr$6tuLb3O*l}F`=So&RI;*^ za1cvLGvKA6qV1L)xY8z>zT-A2Jd4|; z=@4#{X1=&hvV`I`Y3LKY+9qv6aGQM1j@u-wMB0lL;r?+93wPvsEZo_F zlf97oFgETzo3U|sn_%Pa*@}&OF75)`ij>4y{#ccg=Ksglc|T(L{ePS&D;lCCQmJG# zDG{%XLMfwcLT0i{k#ZvnQ7S2<5X#C*wnO&JDl6HQk(E`b@69>yA3ooo`~%PX>G6D= z>pIs93?<4RF_bh{VJK0W!BDbA9774?8Vn^7TuIANl0+@;rQZHsfqOe8kJ{T5YH^#< z;^J1E!NpzYg^PPi9T#_m2`=uY`?$FKUh-aF%C^BKoNfL#ob3bSINNQzaJJw6z}ddu zhO@o13uk+CJ)wb7O z2m9I2PVYZD!E6Luh=08!1kLn>C|C7JH-z~goeX&;-Q~Icb<${`^o_puUpMGt3T#$1 zZDG;qD{vFw9X_`A{CL5u1iG@SJ5vP-8^5RpvOAY$b8ou zR&$H5FP^vyxkLlj6Ah>%fHh#NG}eHOL<2q~8jv4rKnmhnBfYEvU(H|*I7?K?C8A2A zi7K%rs-%Rd67fG+mFPxdRnj$~wQNcpW60-y)6e^WW5GpxEsKlO7iBLMG5>2|j zad9Iq{pI3zdxMLcT^bj6fy18V-cGxPdpiK_@SrS(TS5VcyK*HC_Z~?c?!bN=?vEtg zJNj|BLw8v$XIp_}+sL}ds(eBp0#}PMrB`nOt3x6M|B5`pWI<$8xv3t|Y5k%O-^^v!9B01EUSG{nj@cyn42GpU1xf^TEQ39ghf34Sak>W zbR5XA-aS$9QlFBw`)gW3Joho$%EZ}%c1g3FTtB>}S$+;r7~G$f{=ACUU2K~APuRy? zaniSQ6%<#*t$RYt3^6K9`WDH||0&>6{z`!{$UwJ$1`OY}RRGD41F~$61Kt`eg_YnFe)5_6(T=F0Gz{6bs2ye2Klnp9!OYx2=i zye98t;5A8kjMrrM2D~Q4D)5@*Ai(WSfP3u{a8szn{f7w?Hv=K=Mnc^02yu52;_fBH z?G=onB&r8P$>tpxN={c|C|T2rp+qtiLrLIH3?(XuF_e5HP_pGT8yjV*xQ~(IzQK%( zTiF^H_a;)@yGe1sA;tZG6!+#xT--(^+j1n^%B?ut-$!t^eMz=2kZjXl!P#b7Z%SDX zx8QRe?kCwMc~WH`Aac}Q$}`~tx_O&kV*O|$+BCef#OvAvRADt!yFKqI3VEhxaQ?+Z zv`~E|Jv7Z1`3RLnzBKkk;z?dw+Lb+dm`n&o2wP4zB!r@;m3{gUa) zE>gdw=^um!&^%fNJ$$@p79-BDf-7E^)+@5oLl|q!+pz{3__$Bgt|9x6G6({YzhZNP(@jK!#~0SGD*|0jNE4W}Tfc*xaQd*Q4>b zz($|-oQ>$;0#SxYx)Y}s3Thbe`3=`=e121n#t)Fc|vh-konhp;NK7RRbYil`E=7OYCTEwC!N`wN?r z#Y${SxE8S~q1l8@Nhev8Eo4njF0Dxlbxx+L;yEco=Hzc3ye7TLnsg#-aywa*p{AI) zx7c9fb{@vWU73W5+jTc4?qOXF+{^^H+X--gC%|p}t0#oAL?v9$FqOm;D&cL$R3b!! zsU&?jh7vIXCH4eLt`I2M)P{@ukPa^H9b0g5Ur#n&F7D(ZT-+S1aBm+cy>B+Jj9w*Q9CqO^ust z#ieO><)+rPU6Q6TsDK?AyB~kGDN<^x7+uJJ%gl051?seAC8?L!!iAs+ml(!};1u^_D6r-Qhzj3p zm;4z9(>^0_y{tmufcb;1mXc55*-@>%xHHPfA&}n=ibH8g#5zJ4s~*G!YhnTkdWN26cN z{yL5J3V05!S)}UAxDkon5hp;Z?5XW>Zy`AK#3cJrlsJqBtg>6X@h}V|We7D=1x>;| zt{d*F55o2vWpeV=uOPiClIe-(tVD}f=VREvo&|&Mma$caq2S%S_G(Y>Yk2!QS7{)U zk^%jHzl9!&PKS?qf8#&&rb1|`#H@lw3N&0?xUzjP36S(KH|x$qbV&6VdzOz9q<;%4 zTOE-K9)ERd*|~kui_JwM_B0RBv{p#2Nx2*Hv=-nFbJ0X)w<;D-cV339!9jsfk6gj9 z{h$ULLkpS-e1sCusY8~D@qT+sX#w~t8(jI8`3jhmY-@CzQh}0rd!zTB6xheJ5R_q+ z1drM7xSi>Xhp~^m?{(APz}`dM!6){4A(^cw35O2ChJ=|ZO8vEBu;ttuG;#6* z@|JH1n&W

    `s{}7BD_U`tv*%Oh-e};jBwrw#ht3cExHk%?f^K`%cDCCL;>Ed2CnW z<`^qfaHcxYr z%}|qLnI@otbE$GXT43C?_N$ti7L<8%{QdP(3*1Sz7kA@q&%eRhb}Yr&P7A`>eoV4m zfU`}#b%KOjfP}mECa+&<*Ksr#o;mQG)*bHOG-k1qGe#wcox?h}DIxtpc7xS%I%u_? zo0lPvE?RH7A+e02i{2*m^>1&`MU9qe=NZ}c5UnhW1cmJkoZ{Fo%YD=lUDZD{bhY#p zIwyE#+U@0e2wT{c+9s9;fc#d;d*25kVap5>k_h~#8S|JF28kXSg{{CWlTyUd@cADT|? zDi~UP)=T+UA&X|8G4)nxX`{9-v&xw3N}w2=>(sVZ1cvrcJYUIv1d{5Ggs^iRgjK~? zWY#kXgG=-I8%+i~!R9z$LVwd%P_pXXr+h~p&KiVOF}hk%0iAE(t|)DEec#^gIm*Y- zr&Cda)Hn2z&EH?Ixm#oq_g$u}^XZc4)XH{BhV5E0#QLm#WA>JPXuVECV}zd;nn|0B z_RKOxPj4Ju^+x#Bq5T6Sbq;wnK*c(SyPHbF;_b z#B}$siEHAJF4veBn%-BCCib}g{Mg@ukc<~6B>s&_C)Xa@oh98M{UosE1Al#+bY(4X zTZKA(lXN}hS(o#zYUx}Pn_^v)V(DFDhmSKm=KKd;>pn)6RygHAiE`qc@<%&hIM{RU zwKnzZp-QLJ*~W@N{b|mRc*SNoF1h7hM^H03nfTnd{nQNC=jGR&Ui}I5kMms9ko*MK zNpW*K;o`p4g^N3q6nFb_ac97Wf4H~jaBowfm=rgk2`=uPB-~OY+*=KBxUEUJKP-pa z3?xXlM@hD2Nw)uxYzv6&KY6z4CD7EzI`sKyBIoA!{6Bd!kv;ubXQ#w-s1S%Tm0M3q zrG5)}`k!z>It1!@_BaJ+fHv=`VM)jY)iPR>$;d2V`+LPff}4G$^bhfsTLc6Kg93pmQCTne`P4#;0ldZ_$6yg9}uS+)KL zbp9!lF;o8m9hUss-+X?+hPdqdDHRWhr%}p$=FW`Pw`++XpEE$yY%7Zdz8a&H_1qq< z2G(dUAjOKg#|-gwOmRPxFhW}lZ4|uAH4z<`V!$KWGw6fw+GiAP=OUD}D_$ey@fnyh zy~7u$5CJdEp71I+ zeSeySY|PatmSqCbD06?D+(5`Pw98JFdB*G$ni?*>d9cp__SX)?8y!u8SIJ^=TbMK8 zeBkfiJ$*%BHD>s|NxJ}6+KwL#Ow9(th!D01?=xU1d2vifB@G&-E!L{+zKAv@&G>0J zO-e6>?5Y-fbr7Sqq82mb$DGq-kdQXT*?St?p zwuc(n#hq(~i<^sN+l*wpi)4E{ z$+p3AwyEdt??|}CnsK-TdvUlo7~yc&zoqBPk&Z(BTc2mB?KVX|+O=Edi%OAua(ZLM z)%Q@cugBl&PC3vVF?;sVxdLv|F68SyuY|d2pMNoJRZ!A@ba3U%YN(t3^JJe|37jr+ zmu|me3AQXTL!OjB-yp>J<=R&22jh=$zbQO8GX5XYY55SzR$HHeFzn-67b9J z7(#WEdop$Y3?ca=se^$NPH^PrmUm)FtB?a5#Uo|L1jS$3UfS|c4zgZpKM-m@0x=KX z?^QavAI;9K*d=Ux0@+8-N1Wq0i~4jFY-a=2(aEg`^eM_zBsTf`oH4Cj33&Z(U6mP# z0;y8LO>yR4Xysbb+Qko7Q0DmKr?u|RAU>DS8<%nqloH>bJ3IUcvb6h~t23X#cUMb^ zjEGX0Tpao6@>LrJzm=$@N zr=tY7ph)CmUbc?%A{u>Zuzz@8r5cS+WIqg$)PWbxD|-%8a^aOXCG~PyFxsN=Fd@Dz z2yOhD6d2xp5y=~si}s(s14XT27AzRI1$mlIY6RZ7@(P0+-tYqJR zKN8oh)>wCya^SIjX8o1^Cftr|9jR~`1erPqLr&R7VBeghl3>;gdC^Vre{T1}$Q0U| zAKnYU{#+RhPw#~{X3gux%6dVW5cdKh?ye=`rUG{w0q)}jxbp~bCt~2Hz=k!LxUbY> z;;ti9B1ov@*bj>)?1jh+S}kBE_}p8Ig|kzIZ80}k}&!u^uAwCm{gO5@enr*zS~N(Sx> zPBWCMyxn`pxFIt9_3MELtrpVzcT$Mc>MY_(Uv0%)a2!4CZ%m_<(|tt7OiUBGzqR41 zpr$>)ViwGfCeEZrg~E15@k4nW(J-_12!o1pI8>b3(scJs5D0__N0k-(!o7nJYOn64 zKAE-kehrKNR}eZJ$u-YziOLOgd7?g*qxiw_8@;FEkxhJcJ=YM3dalx09D3gghy9_RB%9;8{??>WYJd^bP!ws+&pV!LrUXR#hMx9^VnxY1N{tu@l6%fbZ_L&cY>WHoN=D|w0 z)97Djt$=H#9O}+{*louvfiiXlzw>!5jJ_VkYw{%@UX!MW@tQO_iPxmqTf8P$>*6)p zsIt5!DG;}a=cKm~o|Akjn7C_#FmY=JVd8#x4-@x62~6DA4`bqfv;q^iW&$Se&NrC2 ztqGJI`lq-ICHp!tl(@2DD0#kS2}&r|sM`-y$-fp%CC%EHN-nR)RAMfUi~F!MF75$l zT--wTxVUwLaB+7;;^G#jqgyU+i#NEq>$P!l-z3>)BH3=xr)HZ%4fpRAINUR3INZAw zaJXxK;&2O3;c)lA#^ElUewS5OeHbDZ^JZ7wZ!a(!*g1EZVF%*-t!A6pvjP?BYyK!) zU_gbbfs0y4{}i|@TUb*Le=DFd6X(8otg3+K&jWsW=CXpW2M@w1PiLJ_^jEl^E4>Bo ze`{UweeXqJvywKr7a;?!;&Yv+98Ut;Hu~kVumspVICeAct`OX8mk!<|#|?t_?~1dJ zu7y7|Cb~uq-jLyZP4=d%5OV#IAbpj?5xp6gjTTB$Ly!9wzV#$(qC{GDi@ldmp%Zob zKGoe4$SP8l;+P?}8!fh2<=m0sMEpaqHV*_oKn7{;cc1AAfw|zC?D%YFuxK|u5iO$! zVeE&vi;PWyB53>XADscHooG^uICKu${f~NtTc3n$9_`_qULS(8)S$Cy4+q*-vfI|W zi)vn0-7`&mMGLlPzua{(?3Okxr~NW3&@VkI#cRW;%iSVPDT}|n%eF###j6>WKjvA| z2hW_jw2m?1zfEEo>z>WoorAvVs9ia5Sp&4ZpU^T6N5iag*2`VvcR=(;xbd9QLtq>_ zK&d4rPQ=elEt!%Q4s1#UWw9yYRKlj@oOG0d9+B;HD(Nbwb>l&oOaJUBSftA{`U=Wh#{{ zL5U}Ul5zqi&j^(GabPIfK8T^@_%w!+!~_f_Ed)xQQHy)2xBW?Pvk6gqn?fz_hhw<7 z(@Al!*@la|?<_8Ey)azdbBA$p&)xR_v#Gy#OtwTR5&W^vo3+q*Y0Q0EJw+6`Mv^UTssw!z^{CL@X9F^uUNX#Er-G=; zom{5CK=5VG2$Cud0tl?&`8IhMP|UjX2kM;RdrLu_ z-(p~!8I3KX{=8Z*^JO6!>B#6)??X`U>in^7Pofatz0RhH;1D#rW700tCJ+goUOjrS z)Dyi>Zhu_+!X6bVcCGh2aUNtj{8@RkXwVTehtqh$WqkBWsN(LRZgH?)UBkb>-IMcUwpXvLB6E`CvZl7|xW#A4bz%4O7 zjhjgNVvRzYVi7Wzx$%6`D*_FJNch*LXtc>?w2gK1GvwI0;=r|T9~2>!NJ%~&bq#6% zmK#%5pxz3mt?_hW`&Z;A=QlaE^A14QVNAN$=gAfi5DH3>FxzU1gr|>tt=3%&m*)MS9BWpECwmh& zUk}|2Hv5%N$$B0H&G)=1YqZDs!JfCs_}eT8v@=;WXw|L+#i*)~9?jYR{*&DP8rgll zwjO!6v{#%uco7)tTbbIMGhvASsbgNzbC6mg^SHy{4df@%^fiY@!(6dE(ld<&jkU`9 z$IgaRpQQadgQA|nPNKMDiQ+aRikpil?ma|ts}jY%5-V;BG9`{%gg9;&q5*}|u?8F< z8t^*NfY*rzY$F(>@iG&-5 z67h>KK2Vm5+nyBn(;!^j8vqx#CMz!PAX41h`EhY;k>V~Q#VxIavzB-^{}=PAqK9wgxwF#YsZ%VGe=KNS}Lt9C`dI^Hs0XZ=XMMK)wk(>e`( zw!X~r&8h&IidGNSe#$~edUoYbuX%?QPq=UiGNm9I8gKqjdU5DYa-FlrSsUPJr>~K_ zw+=nJUnhJ!jcVsFC|n&MIf9hUw;%j{@i@xg&dWODWhaIbUt4?+zNig_rlsq@N3!WDLs1`Y~A1+h= z-8WI&1@i1`=A`%Yz^I#-FkR|8u+!d~#`AOqTv~z8Z}w2|`OSuB`241A5})7fWWwh+ z{r33yW*a`fp`cWCe17wmoZtK=j{Bu3cHE8cu;b<>j=SywcHG*vSaF*X#T`f#H!o4# z--!nNL^R<0P^5Dj>Ben|sTPQhXj)_}jOu?BoiG~hF$0V9YiDJH67`VSGVc@={(6yejL?s~` zFqLdE#Z=<62~){M7fdCK>oJsUB2W@bprm3HLrLKyT--KOxVU%y!NnaQjEmc6A1>~= z4BXp;Jh-=&nJg&F#cdpki+dyyhkIQc4!5{J4)=R~9BvIW9PWW_INKAkINPWbXSM9(wCgSU{7&yG;^U(x@-M zE7eQBiYlP7x-Wax^icuL#j)0obkF}iclQt|y=IZnh)gcenhggTz`y*RMd?XdaLw+( zs_D%UFnb|a(cL}?f{xu1)vJz&fv&WQM=EbXSa+&*16?fCdo~^B7<>h`W6!m(ec9t{+$C1Er|{mHKyaGc8@jYRK-=Xf*vQjzht#%^H-%Nj7MQO@sGNbm;zL9 ztrF(bJps3^)~DUOEeC(nJ;F@#WWdJgyUQll<8U^>YJAoGPe?T{hIO$^2g1{NFYU~Y zgilrmT*u#LK;1dLZYx?!32>&)Y>?Ca0Lnr4A6)rR2(tSmG>>`~Kx$#}AKLf1pfq{L zoaS65O33YbEGKdv*3Jp_O}bOxX6*d2^KHa)Wd6i*u~gy}N;IAReWc+DYCq)=dBWcf zF|lz)ycN+8iZD+`ux}w$46~5 zmb$yIZos*MB;!3!7pZS}eRpv3a)8*ibCDt9_K+MoYUZbJ15vLopqYhB5b^G-gpI2? zth`s&L9riefn6GbKa{snZ}Sbek`A{(=oi!o)fvPf>#Mg8ceSS@_gH&h&zV%z8g}6g z?fYaj%+kyosF8ra80h()qj`;(L~DAIIliM^2b8A03Y^Gpd4$ zE$!NQuoyZN$BH_viy&|Hij{3$1yHxh3K`NL<-B_e6%&B z{pEs4E|Sg3^Z2eseFN53$m_7`2K2?FFVj@U46Q$6p^>*y8QttSCvs9;2fa<^t?MzG z)<8lbJ-0hU)RFP0fjt-ApGAT!o9@SCDgO8WL~Quz&;6hZ(=tl^++xnCGju(-_fHLY z75zDe9UTX=HkG3%>eL`{pMLDsB6axD6d=?cat?$|^@hZC&QpIZT|ySL8bBf0&LG)l z*TLBqwZPe~CfT+j*=EAorodGa?r}pL?mrq&81F`@qePz0$8pWB)C;4}IW|*2yf@dF z{GC-^4jrdU5Rz~{PrW~{uZ`lbf#@IC1)lTNM4q3Y=e^O>Ldxyh?1|K4@0owPj}?g~wOhf`4yDe&3kPWRz%;Z*30U;W{>C`Fz?TWjhNpH&YMgjb%XQ z9*q8nEa=hT&Ejt^Hnd13+~O$3PSF_6*D%QcaCbySotG*TcuXMT*UOhG%?fbL^7o;R z=<{ITIG{TeuLd2;-Jk9H&OrY4ybU>j6+t&(;KR!Vc~C8V!T96B3@J+8->G*xo>nOk z`f?6!wtRJux&Jbn`1-l?O^Y)+6&X6a&dCbsCarQK7E~cdKUGQJN}VB&PdC&_h=djO-f&_)4N~dJ@Vf&$+rJ|>BZez zIN&1#+8$Q0LB&6v!?zWAguHx1y-)=%=k^I)epe5LqVH-yIyFG~&2>`oe2u_;o7X7p zeIuw;^YfS-Z2~<~+}ioLxWB!_#T`zH`}T5imq1kt?(KEBw<$2Z7Z>*}QrsLgdduNH zOTvAo5QjUJgj;Dj+y?NGWIL8*`#H(>H*p)rJ0>Ox8%ZjbCf?CL3kL&$0&WBKF@iF{#Q3QMv{8ma= z(E^!ww*0umY!4MKM>khq7f1i@omjQjC>2d?X8I&~yA&Ck2g+^Bu0S3+DGA@Xs?kdc z0ghNygOJbGtgU6W=`vkf%PXw|l%FET+;wH-!(t3{On2y4W|cXV+0R>kI*(SK4M?gM6q>!AS9v zsSOIfqWS*e^Bbt--dKHw#$DucDl+ZJQ7@FLQX~Wt(} zix??9=G{n#`qP(Gu>b?ztV64*&g+qGjo-D&LU=3a`p&Vd22>5`p68#cfJslqe@y#J zK&Il^U-^fHP}$_ql_(_TNS%cN=-VU&fBrlivo7;DWD3}IXPQoeOf?4#3;5fxf#xO$F5;wYXru5_>!ac5n4Z%=|<64 z1IvBWn!VKP?Ap{a)JiltfSw`KMl;d`ChjSIqEM{h%A%>{%vC3NHO#wF>GN&}IDFCj z9TVqeNOBlyZQ5)G#*Dc?S;dY1J1x1m(Np9I^-1N+b#LcSeK7*sN0W!UWE-HBM^g67 z-cn>KdPeaG`)5>h_=vby*=KZUo9g~eDlOFSy1V~5pWZ^fMtNn6&F>ZzMW7@y4@1c< z0wu;B7)mw;VJKlDP_kcj8A>Rqo(@xqXcDFpMN-^~q`0FpQgKH;_{%j`^D5WF8-c)evV9*R z(K%@}Ij9caQqGsCCR0Caaq+;}31<_yG11xLM;W8uKK?SyD&}%4+F#FX&V6+drF&WY zt&tl-Tz@QlR`(8}9}hOamCzhU!R%hu?yrZDT1eFT&36JIVRVy}*llhUX&{hvTZn@A zrmk*g6TS$YK4*ve*O@}nvp2uTS13V!nz34lpgi^2JFZaEMm@Bid!<`{fGIL#vYe-+ zbvL4yi`A~>nit{M+^bE)dx~Me?X+~fSu8U2%b&aOJO(XnW8E_B=7Ki58yz}$_X*I4 zM&9~`qN#NuY*AyH0OG8R>ba9WaIE$1CreES^jc-~@>C+*yQ5vI&)}T%r;xl$;_^;yr<(#DPGG8-bGD1WG=v$566P z0T=f?DekvR#ZB#P7Sh}K%e_tMg9TFDhNQUfkmBa##l_u7!u^hf+ixk{)NFT=Y@a6C zZX?;2CfQ~Q#MzD|*{;e^H;CmQ1L16+s*68dfyYo*p^2jK2NYFuCKk5#!Nc+G`xt$G z0sG|W|%vdSzg-_h$%^_J1Oxm>KClRX#Wx*e&+tGnBYnfbd;moqpS-|HUxm(T^~y!j zen#oW``Hi#_w!FQd;R2;c zN&-^u^+2_29d`h08PMFieauC_2`sHdHofYphvT`wd+*5BLQ(9V5%!~%Fiw{x5)xes zWs%R!tady@D|DY~4xic%8=UOEANcJ7Y`Lq%itqF5x z4`WPWT_W6}{b2|Slb2b9RJ8y5k@z1x@!B!*32bZ*9Ao$1h0=Ha$}v=QLtGT~uXkH6 zBH>Uy*&KCy^55&an-;as=b0sG3qGy=6 zUmIiMcE5#*yV)5N_X`3g+EExv#!g}=$tFy6 zf{XjA9xm>*X?pf^l)*&c(&8t&5BMJ1;KojU?Ost8lgjma;g0Rb;dT$@k8<379^4gIeaUqAUT{2HneMclB#OA%W!@pU9T`cw z+EZ-zBfi9rR~5O!sPM&+E}63e$lZPHb6M98MDs5XjcaX1L!MF%6x0xm+8vH4yf)hh z<6ru7w6rOZci_@(jwhzzye;t49tB4Tnc{G+P_cuzRufNWhA+Xhi5&@l3r#^lhvx3; zwMJlkCN7C~Z7l36T1nfGD23D#pY}K%yN}w>7`;0*a0RWup4C1$p6lJ~;D+d3 zcz0W$azWe-juf#o=dPk1Df2ffgX|FZh1!E%1!)?8jtkBsIbd^Pf z0ptpwNU~_t{`Vs(;|sf1wXXvWDTFIB9=8V`WV@=%witH$T=_Nc^BTCXzjfQ%oDLJZ zKRDlbrhs87SJWNB1aR2d&a1F47H%u;{-T}~3B6QRvSdm^w6Q5set}KN>EqaxoF%4& zk(iQeq06R(f()3kD$&r#szj7JCzsab?OMDh>A&JNd36e}NzqGqP3kt`HEDhpugNKA zye5_I<2AXTO597povVd`+fW+=w~ihLZU*5c;HK1o&IL@|3AZtEXAp5`h2=CG5NyN~*jtlvF*(P%`R@q2#x>T-{P{^Tp%drd#T53bnYC zNO4~x#ob1VJCYQ)8!2v`SzO%l)Nn6ld-w{@_7jqANs{eGKAi0%zi_rSF5zrn7{}S( zppCP=kecv|vNosFum)nBYHr*XbU?n1dnilXmOTGo~V(G{u4 zcD-EY(N_tmaJb{!s&_G{U0>9Y>qZ3XpjnyyspJRsy>_u-^!PT++}!sA2{*vQOHpSA zb>GAF3$FrNLyN&zoUMPge(*WDRF4KcSr}P|GSItCTl~yE79-D}TIz~=MJTy*;Hr0EK3aD<$erFR z3$=QMv2)a>qbm%-0@pk#@FBnXa(p!(TK_Ux>hErIbYysZ+|pMW-P3aN`|7HV%3XPt zBa}JLqZQWz^fKP6pwd#-LD?;es4kylNIO>s5!^b`AN(a?a1i{yci9Enx}j=%X-B2& zji~wq`>$^f@6nc*!hfyjKcH|gP7joakOBkU2OjYpBo?e%!fBd;RE6g%Y!9cR9-;wt zM6m|!U5zy$voO|xzC;5y5)G(?H6R7{t~tM~0lV9<29zhNB%Y{}TB1srE@D;EOH_%O zELJ5aBC#rQuQgmYB}bL9DG4KMa%DMQljlA0ntWD?*JSGEr8PVpffJ+ z533xPd;5Jd?(GF?wkb>DUPHpod<%y=n}j=pggc#t`wa;V$2oM}OC9I`F7ep#$$t zC`FuAC1{Tfi)?KPLKiP;=jaE|qVb&g`oGowaO~C%H@ciI*sGw(&Lmh0%q?#Y73^(- zA6Ij)M|IT0_KlGh-#^yCc<^th$Uo(fB}sGL(4iP^?j7?*5%BNMnL|KQbc>g^L!3f|mD!?hsVtJ&h1mD+#* zN!kY*&#a^UhDtAQ_PkT&1oTS$2fi!U!OQ0Yp1YaTVf@m$a|Q1ULI0%Vvn2j}$YqHx z*eH_?-41K*GDdkJwf(_`ZHHNa5fOQ6J)A43Tc zD9Pu?P;zc7hLVXC3?*9#luUlaP!b_>8c~*tTc-*aw>l~AXj0snq`1>bal={+orfEqfDZyY3{;_K(jv+tVc5b|l-{Pk&RE!_9XLhdW#;d4#`k2I!Iv zSTriV5u1XPdX;x45}oh1eIi}B3X?Z z9e#XgeMEhM=NPA$>YfKc{jze5SMnaTZq?4MTRfalf^D80V%0}$lz0L=<1A4{9Pf^@ z;XzaMuKN6rj=jccy2(!@*H#a?oVb;ce@5fK|0EA4tLWo~y->JTjE{oOR@i9&wfW*7 zTd24$q{8-94bJej^jO5}!|z(pFQ+p#L32lQq(r$IyeaKezJ2{P?6a(T)HEy)d$aNR zP4*Rhev?JcZ*Gg>^P7Wh`21#95+-gK|vl0#1u7Wk7-72gBIRdZ--12ux15%t|Xc%iiNumKQ zhz9)2fHmMCQ6*t(uqyfPfmMlU4^|~&aafgn{EkhD^*U@yMkv^nFuuU1PI{E)*JzXep@8tED9O0fVpy`*VQ)`(haBmD;Iqfo3Kr`vP`Q2pi|DL;B zxKC^-nr}z{US|E%sJ#GgQsR1+>k;f0WKCmej)mU0@q?>PGhtD9g?m$8COAJ*$P(b_T?s9d{)xzHO5D}K^_ zQS%2QuWbYD_1A#r;rZ=qSymKuyty}3N!b@^%N@ws+V=!SA5P2;@{SO1t?gP^|Ser63htm-V7b2zInE5kL%s; z({O%w=il?F60PCZJw6hu0dJ4Lsrea{w_z~!HbRC`_Hja%Aisq|7qQea**sX z{U_g50rqzc<%-HHsYi@!n~l#`fvkf4&rcp6XlmTx@h7HJ5MOY_qhLM{3iMdR6IQ37 zIlswGoLYtGs$qj^ZZ|?Z7v~pbQ}WSWXE|sW%|Yp=*3tCg8K_77v6Jw|F_bSAKX$jp z7*?$LwP6=!tN|Pb$IcDvhOR?#qBHAL>Ll;*OohCX(!M;U?Da8n$$ytl6gkwVt0 zkF3=&S$Qg-=bJC6ho5Cu{k|E!Ob+fW*zbf|To0B=9ne81>pMogtxb@{MwyW*23;gq zm**%vu83MM1-knGW{0b7SEb&vo`FMLn&uRn>`o*$epA77;xfFQJQs(usb70+=DkDr zApz{FGDl~gz6XTl^^UDbh4Bu9&o`(y&a~t(PV~tKgNIR$-a@|;I5xC$x`htGPe^6l ze8dH{KS)RHLW>k7SD`3m zy_%-rQ@R!WC>3R=ICh{$;oV~MU;`@gVshq2WpL>}TVVk>`tO0onKafHP!-=fun%D1F&PhGJv)F=V@yZ|I8OF;pbc5+Hfb4*Z4pPT#lFKn&Wqo?3+|BbPUcv9E6&MYc?b z-Yhy$PM{y3R}9O>97hbQtIqE}e;7#^zL&dh$B!bPn{A`fTLp(_CVpx?QGxm6)g_Gd zCs10%{FJ^m^$UXg8g4!b;)A^RN10n+(WAKMm--uBj-bJ#r<-C^P9lSoXHN+Cs3HpM zE>BuTO++Kmd7W?PB{*B%ZpTS|_&g~<_=Fwh`W~b+F>C2J`mdm8-YkFbgWu9aX2N0h z&v>Emy_x9CUBd9?)!mcDWul;&>lJk=MiP3zZf)wRUJp$HFO2r2?}c`{I~6Urso!1Z z%eY?hiUxU)K1SJ|>(RC}?=>|%8xTjM$zgwU4rDZ+5+AJ2i88kO#qIyXi58zQF;J$> z4blFl4N_0F+)(Qweo1y8Q+R6b%i_096&j+;>G*7nq3ihv8z<|F&~wr7-II;fi}Als z-l(xM0UK2%4rFcuC91wHmwsA9f-)O_E#)3KDrj>m22)M*4IeknQwE4Tt8&pg#}4i6 zxnKza}L->~376&BZJg`&P%mfvR1v9Y7x}$fAAD$dx zFb4~hjBRl*)ZjRm;qkT9MNfM+L6 zync3XME2bBZ%gk>BMQ&qfRo)jVc>yYiG1oBNC~0is;=1zJ*vDl-;P^ug>YpiTh)8K z5NG%DDU#)Z>it4px-Yr^`;mNj*gRXwF#x8ieQK@Y>afTETVD|#L{)kEiJ0y|B` zv>tqZ3ifBW@O6#HK)Cf^lL(O%SaFNe80DS;-{~W>lBfr3dq{CxapB@tlEKBT(S(cJ ze7U&G;5X^*_qewyAbb}WcaRG%?)8#5-1+-(xYaapxV=fZZI;7*0u_^N-&Vodt}(#b ze(?%t+uHJ5+@?#d$kXd7=eF5%$aFrXxia!A?6ZHd!c4UUeGgu3=O9UGM)L}WYTFx{ z(1L@CMb5@1)U+70f^}0P%Kyp3(f*|#P1e?WKac7II+mXqVP#5?A}{vzLryvBVTkdS znRx`8IMW=Y>qAlcsy$!IOEXbYaBt_hUkSSP!L8SarWTzJ?{(q5*@$%1Ul(uEoP+xH zuD+tS8ZaSx**kzDG=gTjN(OnpUj={qv$LzWBmhVL&DDn6vf*3D{Gl~ZK7f9J;APFc z3b>`yb>{kL9o+nWwlFg1DfE`TX8HDb8!}p-DkW#{3Mv!`v+&A;Ao( zl2q%*=)`UDw(nbmP;rUj-pE@)=w@HkIbZJ}6kbKoOKJT%fRc7zNEqEmebj48;E?)I z5xRNAwn1>H7U=B^UyRswfup_g(DB3Fu*aH(JKMS&GW(x6RKEfX5a|M`y-f(v#OAVOQ;-!ZUgA`{7cok z-wW@hJf#?J^g&OW;K>7={lI$go8lM4emJnt|0A7tKbZ6nrxBiBgZ{lrl6jX=p00wv=97)p+rU?>rwU08w= z3Yv7qRMKXSsRT{o;_j8l#eFmy7q_?=F7CEaT-;B?aB-VU;NqrLz{Rc0hKu_%$@X1l zob5W2?e`mSwilR|vP}s^>LlEzPjR@ji*dLYNVvz@M55cD4j`eV*RkR<8YqQpF|O-I zJ_pG^U^WBMaP8 z9rhg-Vlz1Ui{(M6dZqb#N>c;ed%3Tj>v z@bQN5VfPK&L9*UB545Gd(Vt=vO1Uk%Z zt|he9!->*|_v9qXs2?P1<8WW|35h2PNIY+8L>5M8R2EG>qP`6uR~o)7N6{TDxuRM5 zs9fvmSmW+ANaYZx_1o%5Jx>qzT_e+l-pEBdN>j7tOQR~F?$!sZRj-vk^X-9NiJzfd zww+KkeV+1D!SpkX`sB@CtEd5w>MsWyso#96RG7CAxMvQ`6BD)(F`pp6EpK=%vI>!FH+;-eK0ZM<%QhW%CF=6aTAqWf4ng%Z;x)k zU$LV_XaAe;1Dh*n-ssK2O-9v~p>}3q)?+pGS+xa9SP#%IjuwHPV^=4~`6gINap9Aq zKI^+R^2YpQzRxg}GG3+N-U4pMzjSgww*u!mOx*XRF>xPRB5o>heLOeHLJm`dVYsZ>IR5{otrB?fEEm!U+$5<|(sObjI@1WLMc zFq9~e;&x@n#l239THMs$R{e*2JCJdyx2bO_nik;VHu{2#JChW53MuYcW*lzQH#pn} zmcmWVc5npFb~VZNWs>cyB-?T%+YTh#?>Mdu>#kdUd^qGJ{gXsXIB-?xw-V*^5ODsj z(O)0a4BZ+6sQ>skXqCA5cSqNEaD3u=U)yyMzC4M(w`tul^&_@dB@aIz0d9_66ZX_A zT_lPhyNa*ghkWK_ZyoD=jsjPEpIW!t8)>sz|9fTd1j%!G@=n@6K^_$<>!jqLpct)7 z68Bq!&@FZ2_hAQuQ2V9|70Sc``ohvXbB!As-N10i8?TF^Kj4wg$~qn62FM6>l_=Jy z{@f|UV~@A@Kt2^!#ol$p(Je!A1{~D?C^f?jH=llm)LIki{#Wad%dSiUx{-S*ynOff zYNZ);{r|{1?|7=;|No0LP%0&(jHY+UXlb3NGLn?gASEeL2}PyBF+zomWXoP-@@{W7b0&i)XlU|Hef?ZP+fZlg{5^cr z9lCeDX}Z?y23xOQ8}m8hI=hl&N+li6(GCOd6%RSs%eSCkR<_j_86G1uL5Vdkv`beF zcqF+OTUaBMaCO_3r`E{5OwxDPWoz`x@#Bf+h1Q70yvZ!wjGSYs*~&cjsluo+WH z67wY8xVM#J<8~#+%}$KF@*Fnq1skw&cco$DF8CcoH*N^W#=Vkg+a()od+m(2sWfqm z5pj30VR7ejVQ~)>U~w}LaTls!aZ8&U*rx0`ix`3xB-U|tP#B85q`CLV0Yi46`qPVB zAp82Rop#+j!1CAb)UqGqU|APpI;OuF7@A$1Jil=RLueaAd)OG|!?PA^Y8dTOe7}Ec zw`594A>W(pFTVNs9DSK5n7Us3KI*7Ux%_jlJ*u&NwS^_y8Y$*4;BY?t0Bv?-dp#{{ zf?Vrf*99c#q9ES~ozg>T=vPJVw%#&1SiiW*>1jd;DEmuXa(w#;4r@BaH21kfZ0Rp9 z%PJT6ZPuYwzUwgrNvl!A3I{CV9@~wu3+Hb_ef+~|59=7vneQ>txOq34U|D}DaE}M7 z;OM@1&+b0$viZhB9R+r%&DTb<^QjfuX(UP6P5T0S)2GpasW(^AKIN5(UzHUQv-=ML zp*`23{C-hGSM+37jh?oaKif&f`Ef@_S@l&_Jb&ORm~+9mwOq8V*Wr0%B z8sQbJrO;w}qUK=eM>wakqDiae1DKs0pZB%21VS=ji-Z^#gU#wwmuH$1y;0nhXppAl zQ6+9lb{65LWOWv9N?dE{O$ik`<8W0Hl$AoSO6qBGawbj6)#EhzZZ}Soy81XxT8H5@ zDdvyUB=g0;)8rwNCKuC)dj`0ZHe=x4OMu&w0QXtL8Q`XVhhZa3+-}z}aW5mp{nZu| zckq;S(+rfXPQ*|$NucCW9)=Quw-`!vqA-+*oyAbHg#$y$rf(QZf@#J*XjwmJ$Bc1M6 zr>w#{bocbp=es1^(6m4yi;jL1nm!ab+#~rJ^)1Sx7E3l)qH&vKz9H3OG*zjPwu5UL zed;~G_K)ln$f0_aGiJ8K`09lA^;bWDM{)Jq;(2wzXBj2*;BX~e77dK*8uoRvUZqi=!Pl~Cv{{L21Z^f3&HUfmFQ_&MB_ z;bShSy5|ZL&#d{%3ml*;q(_kNfGuoXE4WK>8Fh9g`F_c||CK0%^w~alv-stY(3$me zeRW4#kfcq~2ih4F$dzlC*Q(slXuLK4bB57pq;7wDy;yMrDisdl>ZDybDqingjOU9w z#9xMMz+qWj0~(VW&{-ANfWZm42K?-SYry%*^cs+M-AsYs^cqmU8rOj1q$<%-#Z}3a z60S;2&2d$tmx`+rBT|)gkgBBVfj7M=>0N-ElBpXwO`b5sY0`kCNePlB?+?tRNop?& zT#Mu6os&3DPAj|9)8zfVI8E-nL5Q0R6SpxT?sW$-aew};Oeb!YqnNm}c4Fdg8$Lk? z?(ioVxSa@;EFw^1Jp(0F8kL+RRPsF^Q^^@ZC2B7Gd8Wq-mQvBkpxX+-HfnwTZaRh`5;qvA9_ku(+8P zXVJAS^$=^j{6-DOq4!+b2X~qYaX$?O^+jt3?$yqd9`F6bA7I!HS)pe0g@lJ;ZR+zY zhSvumwpVs|{hdy*smZ6_F3f9!*F%AKEG1}+Z@S?5_62Oxdf6AR`X_kO?)u==GKiwC~sGOQd4jna@E?G;Gx=to`{rwcB!sMpP6ctR#D2)5u1xWJMZM8ZRRe) z*4af+ON|l~FVaBO%P(^=KYEQs&*{8w`{seZaamn)JRO2;&hqtigyaUG%+|&=3R2$4 zyje8-g3L2?O*lMp_cF)XmE@bDM}NP?Pn2!6H`mDU0c<+x(!5W)o_5+_>xSu*xsV^{ z-0JY80$c{mFW;s;zPwy3Ds{2~@`k@`e%4zKr9y+duAC@`#&@{l&J)8G_jnYpxL-Qq zid%aCSKQgUxZ?hnOs}}9@Om6~+#T__|Ub$4yCv7;Z}1NK+zBZ%U}mphBt=RZ^8`O5mzQZ!4}!3VLyx z98|<zr|#ydH(qt#eK*gi0X$RG ze*L!};Pe2}=Z&ca%kGV;NU{Q?*hN<5vJ^p}d9uE%PdWr{^B%oWz23jhryHU1&gv69UyMqvwZ#{5AZJF3y3@F;Rb!?Sw^E9ouFHe$v-I9 z7LIVf*m>)k#q3Hl%(lyh(h-4_zW%pGsdo>{qEB$&ePXCh&8-)(?% zH^)`IdTUtMc67=-(h7dM8tl`e{)0@cie-dF-l;*)2oss zXQ?iGo$(4=&CrwgmadPS@j+3WJ zoD|Z;X|kRbr^!%~CR?uHG7|iF-34Zk-wo+}ngPa94+6;NF*t zf%_Z{N~kkbvS%r#5_Uo*7YUVU5-O=Wh@r&E4MWL=U<@VW+!#t?9$@3{w8zHnLX7+E zS!~=Vh;bj$#J+vL1^YH*lPHyL+{!}OxWlhvad+8aagT*yaVHvJaVH64ahv61Z7bf# z+U_}swOz)Jwf(~~;3wykyQoa)Q&^lXJNy`Pm*xx70c}~=t$ynAz)&eUon@j5(r5YH z{^QO)3YLeYCRbfL1OipzkuFUKfFa7Nv%qo>Buj7#1*}e%<`gPgLaq8f+0@)$fXY3S zOB70E;aAvtAD$DD@MHSXb`Q>H5L4bX@os(?ym-6wPaJy$u)lltXXCag$P*dxI(6k0 z++yDU0KJR>N|;*X`RH7fsb&0_`Gzcv{M;m8rXC8VOS5hJCZ9s}LlM7hvp}dxDC?f5 z5d@A;1ckGf2UFpx&{x;O-B=O^PVGuhuYbyh!ylsRf2n}rDWckszkZ9d z*18u+m!zP!WMlcJR1$4F|DzElZ(#3Pgr!9_T@^G*m}c;1q#r$ZO>|F z>SQ`p)SMAA8Vv)LU6-D$mPn!9C0rqTt5X_mVdm9qWzGcE1CgKX-4R57)w(aml>>Kv zakbWnxxiH(Pfh#iMd(uC>hZ#(H_-KqyR2Mao(5?=wwy?q0!w?-><_6+wpvqGh=QSb57yFh!Y&Z{$$L+o;tBr=71j0t@;W6T-a#1sBx!LF4S_DSh{r%z_+N0$t5xd zNOAgSQIlvn+RSxw+Dju1JwE@`IBM4i)PH2ZOx3_gR4KKZ5_|mM zQAi$Cl} zVmr22u5;gw3QivN)R>Y&0=Ac)7mx2kOTKVRCGX)z+>CPPx_XyFI?CQ8cxH(5Yh12h zz^$6Hk0brNp6hqYw@1V4>uFb2FM1ezQ5e)H*HW&ks0>zSiBb*ztXFT#n!i#_imEz( z1%z)N>|dvH5hV=E*odb^>AMw9c_{yMz9tEo z_vgJEDPaeV;d;MR-TzQz&Ts0W=XU|Ejx6J+$&L|q}RIZ1Iyv@qV?%#Q@4Wa>U?_(o4wF` zPo1~cN)()c@GQitad}`}04>Qy5Y}&Cj z``2Q4MtQuXEo~`yI3@g7l(KwwlK5NxSYz^nc6VLQikLm?H-l&6qXn!QAJNMP(TkHp z!_YUWY^`MXL}Zota{HEpiD>eKa`@KJx2PztQRedNH|Um1+Pky5uhAu9+}uOhxW5wP zc7277TS0opxKE&SUD&s6Q|Z1 zm0Z+fuOzc4MZU@G5!i zxx2W}C?st8nY@4T7I

    {U<-Qxe+b#bUpdycM7^!o2?k#SBUOR_JksrLd0E>yY<7D z0%Q~5q{3U6kJOK8C^9L&M|#Uwntf#TMDP0BKV9q|&uY??x7Lk&0v2Vi&MWpv!2uJY zou|Clpx1T+Lrg;|sPomI-(p*Ikal@SkDR^%(zIE2ys+2=@tSqYQd7g4K*V5YvF`FC z5Ff}j!1byIDQ&kY+0v;423c#oS3L><|Kg?+kKtGt>{aDi+>s1Xp%V|k*k?mQdh$F* zz4tJ;f`GG*|x>hJ?*Kq&3|2(3UUi&kq^b#dlWd(6hq#>>w zqszaEzDL_B8PvA}Pd_5BtO;Sf0#Ik`m8ruI^V0AS`F!f}+)Iur0#$7|jFU#Jj<0B~!%f(;CSr{b2p! zb6pw832nS&?wNyF3;PmzR=r1OBsMc^br+)S?-)u#YB7`;5hyXV!cd}BfT83l7lso1 z0y>mXQA+}*k|s4wB~D@3xE;B$aVws|#;wkcjr+wuY}`CU*tpHwv2p)2!NxsNfQ?&_ z*_N(tFR6=kZTt6PZU4~6+Wz!;M%&a}c)0?L+m3?8ZTSL=oAV$RcWFxk^Lvq2RJ`(e z(uqhRv^{xuXY>1DH2x*7ZfGbPd_SpQJumB_VWNBWmgYt< zHrU+0OtlTH^7HKPH8;S~vmUIz^-H1c-p+4ARHZkt{IIEhyhtMQ_SNgiEi6Vm(Agwi zuQJrzVzT?*jw)p2Xz?g%ZykD*pxW~&;tNWC2+yw`b3)d)zA}e}wPdk)^GQdr8K8y3 zd$ZHWuECO@FCAL`%vG23XKxwSN3-z@5^`p*zw7rX!hn&zx4O$zoPl+ff|KS67^|Q&4aHn zzC1-p_F@x^qY-p=UMo24SV$d?G;4=Fw=SFQ3hjiJ#B+TA$$x|XuFVD9%{w5eT=n0HQK!XHzIPHQB=%maJnKD&(M84*jm>EdRV$KoEG5jRcSyXCRAPk3Q%vu0s!_YiG&J7H~mzs1@vK7@cOPELUs?&* zyJ>{qRSlO6yakU7hr>OAx;WLtWl2I}{OOBFC9<11Sw|vAE)BgSPMD41aBH zOS^K*UiRjv_GoBTI?M8xkI{k}iFdb39ME*y-A~j$bDCgRqGrQ!9S|#N$yzkO8Z-*C z@4UH{4ed|PsU2QX0r&J>Yf`f+;i(`TV7gTeFF36md_`+%H>15CWBG^h;nLU`21$X)VAg5S+5r4#%@ae zEh^TALcZk1|IThlr)A#j?fq{IS)b^A_>^Ac7`WHM4a$`+Q~O+)beUM-c&!Q; zL8oU*uLiDaEz;w;QwRRx1z_mf0AZ&;i>JqYf$g2gkBbDnMK+=)J^ZvAk?1^4oL9Qd z16oU@x!-hHLgvoSiZ=`0Afk$ocglwU87!CYf0rQS4)5YxKgz9n4o{9x{#Y>le0C-A z{`Eb`Oz9bP^WWi2F=jzMWl9{IpO~PI){Ac>-)o`e#+m1~|1m~?9GCX?#ot7%SrHBA zZkwVB7o~7ph1+NzPEM7=YlT?&9 zhU4UV5+{W!F>%)n$kK`1yBHJqwiWVp;;vE0#J%n#Chn8<&2-{+evXOzrwJx*?`0TD z47)It)SSUk!q$VKvV% z`{o!n?#o@+xR3N>8ACFHE-8|(tH;*WT1F! zti%k>f1JwC`|$~Kj$$u2dhLjmwzTiKruP(CEOLBNTJ4OSrTeK5Ok9xS;&1t{gwm12 zPiDpH332$%eJexvgC88V7_C@()DF7#?cB@1)(aM?TPG(}dBgFDi}_*~d|}$@JvIGO ztRHB79EyyN@Q2A?2bE1iV_|A78>=bjI;3xSlkxcu7j)D9Kydr|yJ(w&;pJPq9Z=bl z(v98Qolwl9_d4fk_vVw}i5e+B;DUbIzBm?C;er@SG98bHnE+LZ%c`qjBI~tz-Tueu zBD<2;h|i3w9fS9>VRlyDrRQ-N^3aeT;Dd8Z_0sojZ+TP zpj=Sx1K?*FChoc)n7Gx$F>$ZX#Kf)kd5OpjlzgwiP~uIX zq~;NZlHOk!O4i-NP@>n5p(HI9LrG!*h7v?G?it@+Kzw`6jBitE#(j(!_jh94Cd9ZO z6XW(I#=VIcHy=&hGuk#dg|)qzXnVtTtZg9L{zSCxOthUzv>i*deR$jNajNGAhHPVj zmmF60W+1!p-f11BCODpx8O9V`3{?+r-`U~+1%@1l;(y)v2JGL)I{KI!fm1qTam~v{ zkao0ZyS26nEF`ofKd~>7j^uw~y^F;T6}1FjDP22&Y#;jG7#*!e?q}VrgL1nN>jpr&4=@4J;s5oYg4-&h;2P@4PEAos2|ek+FTdxIC{G_3Ey!`m9;CjL#J zJ<`ZGU#tXnJg!hQIP?`f7Y-a4-uoRm9BLK5^sXlmODPGBs4*R+vAeN z-S5$cv->^b1yx|&%Hiqf(g+atA3t@t$Q2exJ2M@791Nkm`7#gr3WPw+)0WgJyAXKJ zKhmR=7y=i|J9Acqhs>@diIH3$h<$Ih(!npugmNDX*964!w1NDVl=8rOhl zNDWv(YQP9w15%Nzg(kfQ92~(l;6oc+m58z7s$|g=u1a|JR>?kmK&+4p1P79+-OMvPnN z>3h0w+Y#TkrD>ZwBW_LsEbcraZYv^gCnD~t5iIT{MBF;QTj|=aC)%c6WcT+YA)f3# z(F`>Lj?duTknqnPQ0gcjxCDKiq-dFb2KSb-DDW4y_8bCUw^|#O5tV2VZQMdC>cOwh7 z`w4f~_M#hYQcIKK`jE6#jj;Z&el#^0F=^R0fNl#OyfVyL3F(2k3d+~CP)%)0ZrH^{ zG`ygWcl%@jsv2|%z7!LWc>eHFe>Y1dAci54y60XANcGCIon7w}kal%vab9}D>`GFd za?YXrzgEOe)fn;kd>#seZ(eM%eg}#@^PLUW#Dh_x742l19N<@G_C9te5B#?2#c{%W zu!!GNuDq-OZj0nKjW-v9GO4(e`*FpcK`QP8q~f+C6}JGXxQlVcO$B+ili!DNn%qW!yZ9sqZn+uYrqYP}G$HN|LfiusOx&jkaXS#=b|%Dq zbOJ+30}qCh#{^0u2$b9;P{OqoL&+$C5_JM4e0CU0MrpoHoiT375p3L!#JH~!Zera0#JB~BaW5mZD7w#SMaE5f`>f`y*r+lfc!0cU(@$rfyq-nJf-qG7+dyxsZ}+CzERMw zo6nnoWm@dr0fA%CB6VlffWf z%U8GY)vFK)FBGhg-VzFT!}rGc8ixYMMv2^)w?k)Fk^`A9m%wNcTFaAW{Hb?4oZbFi zJW0j|z6dPaDWrBC_N*QA%aoylqF(6cAva5?DKyL2f5!^E7Y4UyDOiKxiN*_i=h;9! z*}rj4!}~Yy$^K2pKl?ZGC3yRW8E@ZEVKdpkIZyU)O7G*2`%eV!xHSuK$IWvVcib0A z$F0kWEAHctxZ^r;ckt z=1;f=Oq0YlphqgMN>q2@s^ko*N*;9Js>ECnS0$&)aZ|Eg3O6M#%(y8DCr!y(k|v*S z#%c2KOq!(9;^b!%ClQI0(N#E2t|n=+kfcc`k|x&>;(h>_xa$aUuhhoGeSi?RkuC=A z2m;(%1h}IJaA(n=ggQedsi!fOFk53P*+Hm;eU3^nl!Ox~u_91%gg}WYF>XCCY}{?c zxY-tBFSlrx1+=z(#4-xmyTCD9*qHQCh zZAPMPORitF-vpi_uixhd**x(|Cn0DtN!upk0p{4t$FK`R)nq z6hEQ4^7t*#omS?PY_tcySMKHhX-`1=se|;!b|?7A&i}sltqTMtN1s>_?gs5sW1R-@ z5*hcuEv~&G0zx_Koef2v0HrcD_2x@c@bjyS5gfFGciozN@z)L9E_;x zX=QVUsud+o0;^qNUbW})Yg-P1_ecMoAFV`@{)q;C-yT8aw7M^#--iVm_UD)U@#Cf4 zj)}UI$8ZgLP&Hl@|7Q&{V#qG6+qV|oSwGaSv~n#nIdSC93MSg=>W#^a?@O8CrvE7o z*;B94WT8Ti+6HIzeDf<+^)J)_l)Gs`uKeaeB>O~Qgl9(}DsFvYtiCi5wg39c?ynMn zC~B?Abv&;?=8*J=B2Not+h*6}DW=xITvf_`fa@Xp&@W*rls0r+l4d@qF#V?TD{cs%|Y-jsa@faXb607b-S8-B@DbncCM%{H-Ymu+6y)% z2T_j3+Yi>BRYPLmsDtUhDad;ygQM=c3aZ>DH@d=Ajdp5puORfCL=|5j3$L?KM@iOi zJhv!nqOC5RcGR~I^U;BpU>|)-Tb3Nt;PiglW#{rmHzfFnx&qJh(>oSdgur0X0S3NZ z;Sg%9es{1s61LZ^i#3XS1=^#OitgN4h*kM0=OtVPFIVnobT~gk(HgN%T9f+*QTqyg ze|QHVRU7Uw|Lg>`Ct%%^3+-=^pN#9}CU3#j&l?=d3huz$gh<7Zu)DMCiCJb!K6kkayb-)_#4ad~<{w{_ zTYO9u8B{&{p=`*Blon?tm8=m$9o-wU7B&2bq6ckiwS$F`AL~HT${V7HuV9o@NLmbi zufy8zD8<@tQODX=TZ^^5a~NwoZ3WhLOf6m8RAj}3#qF{Qi#znaY5H2Tlju>H`Nyvl zJ0SFD!IaWc32;<2{(gHA4?JS&spRbv1~0q!i=yg9A!Smge5hIs9*ip$9_kebY5olH z(|r<9p*g=egjWT1EpLcsYMRcn)(p4fKO_T!;-%6LF7{IveG%~bv4@H%mfQQIH&*`1 z^3aZ~zq(*K%4U4w8u5S^_2uzx^?9-$wa9~GNdIxPNICjMDO*F9{|SH2eJww;{C+iD z*zjfx7)BaO_xn-c%hscTR;LcY_YU8WoAhMhbf4<5(M>s^Fj-|eUp@q*Zz{^RKUD+0 z_)9H{DqB&}f*vnlYMeMSOkmD^?az${?Mt){`3a*pQ7&8iqD9fV>7Gjc5-}wBN~W3T zmpE#0dCI+Yi6lDo>D1}Uo6FEs>Doi~x@DAJXD_a|9D|g+(&9^oZ|f;Xw)J(sT zGtStL86(*p0dfb+cYr?Y-6OYRRN#tfpH-yv9xycjaPz3#5tuCZ=e@F42|};zfBrmG z3HYCHrux_{Ito`4k1XCWrUXvEV>*?qbbx2jL}l#2CUoyk!F)GQ8Fb*6z#hGQqUeOj z-n>nA6r`gyf93NKpxp<<_gwM;Y2@{YmGbA2G!kq3X!hJs8f~oRXZCg72I65~pPX~t zg06}4cIa(qK)jj7yAZWKORy#QaGLwitX3($)yB$FBUzDx?Fa3&hO!u^Gc6p(2C}x@ zQqWCd>7Kn!ocsl^9enzgu&Q|4OyP0}O=la%bFD}~t|zf^o7Q3DE_i{Bdvysm?joTX;|@Tj z#J4{@ru#M(O}Ajy*0$M2tnDStSlg!W zu(q|AD*JV;8$(mKyjWb6*CGqamR#C(V<2fE1C#HIH}EZhY5s3!Y98EPxa73&&Rn=# zUpwqCk^?8cgsM9hA#i8-ed$nY23Rk--+nwVlXl74JF2%?Te8~XVq~Xw$06`Iy6Ky4 z1oSKWoxNF-1_z%n(^HVhf`#3UzlBjY$ll5wtUjCzWrYW~PlV+GPeaGT?aJ*?runMn zh1vu~tI;E;bb{B+Vx3SC^E_M zDqMwCYx#Pr&s+r|sWz9I6<0yzkM)}^T34X=T4NtoRlXUDlfOJ$_G%IBPWD{PZBoT( zN$PIRD|k8S0$oeZKjhek2W#>QnUqZF4>L-%^{251RvFAY}T7+xQgaPJ?zg zhuIUvJ)f$g!l;GTPA-r*gek#GgQkX$^)FrC|&u46ztW*plc_LPd<6 zm`cv<$5ir;7&p5UHtuExY}`%6xHE}y#}VURLX6wB2OGBm12%477OZW>Xsqq@SgdUw zqU`~?wy9|l>5j$C)`i8bXoAI^_8yD-+j2VzL6Z-tjPqp58H?d8RnC;UtBthtGrewm zMlW@RwcN>f?=Z%~7B1tsCFheN=2Do>lRw!Y%rdo!E3bJWb>&@tCLYzI1Aqq zs|=)ZSVffmS`IplnvT&fVu)^MW^`nay~s+6@md((bOhPYyA!f!nKJDCD*Z@=pLXxs zU7HGro?HQC))NnsT8+Rk{nOO_U=vt8{N1Cm@ebH9+P$K_Rm+Dwn~h9Mt`1PnF}nva zhkL?}t18hB%L9=9vD-1NBX5vnrzoNr+k0S287-}oU%B#AP)sFs|?r<=cAfz z^vPDN3O&4L8<(RumGx~^RPmbZFvKY$a{G-yH0V*<&*rbph20B(`3x52gXB`~pYaDi z0EdhdwR=pi94w`ome@5^fxu=?d54e!Nc~na%E(+a&v?q)S8;fXU7GiUn<%y zT28d@5vdo6cgv@v3EuJXGZWcp-T`&L(wcYZy?p%8^Mgg`*QZ@=ovlv5s(6vgd$f)+ z_@*%QbioOj+*4%P8F3k{W0G_X*S(Jv68NV0htF7|#fPs}L@3#yv-?70Tx{)-`0m!C z^6AI3lcdKTc_~OQkoNd5?OxvQZX;{Y*uxo)M-hi*ec=30dx7nb z{ozGR#SUBVKnS?P=yNqZ7*0P-_uM@g3a6%z(TRJbE++1d8RDh^x2O~b?gIq4eF$(z zW8kL3l4MNWoNbu6o8vH*d``era&111N@!3r8iS$a$wLe!y5Sf~zD;5%v53M@vfmj) z$<=yn+zEQvxF39{88^+hg~YILyKv3;HWi`&h;ch+VdM7Z!Nx5~jC=SZ7Pq5_JYC#h zX2ea?wlLB56>F^Ry~9}Bg~nLhcSEqYHypy+PKYTBR1V;l<{7*HWuw?uC`$XCbDo+L z4+@!{>_de<;C=AGVy1PmaLYtEHghl@669E=9N6B#>jg_Y^7Rs7cPs7cZ!9VBq)2d0 z&!|0IJkN1$@x1$#hkQP<+vN3V_aD~o+Z3jXgj@p3m6>#rrJ|~jN|YY5xhnfxfM%Cl zOI5Fb>b#CDTzMt76dEJ;jmv|mX`?mB{==h-S&lW7$+VT`9GXcGVtyecZ-&#Q|a(isf!=^0l zE0s2?w2RYlp6j{sg+?2ras5A1j^`paLE9XA?|10QeJ%H!>kCleZxiZ})o>9~SUW%W z($bG8Wb*LUCx-Rtu7t#;OYF&%wXKEr>(Wv{{QH1o@<-YxMoiQJX5}PU^X+g$4^Jx0 zd-}aVRw@H5Ed+0L#vriz`QfxwP7b)V8#GpDzCfo#ceW_euAH*+Xli-Naw?b?C4IVn zL?8IrsKb<$d+>pquUmoTj5%z*FKx%oZ3%lnQN)7-tzb_Ge}y`El#*}Yb{^+=y7 zJkW{!vLib^YsI!#ZLKFxpyzgz{d*Op5$y_AL$vE&qGxq($9ls~Adb{Ghqgq z)YY#%gW69V-B5Sn9Eyp;X;SYXPLm(waGE^#6{kr7k|vc%n(XhRr%5W>LgM64D;y_( zXJg_P+=+>Ml_Mr@;bKhOePWonm$hT!ZeNaxyH^<#H~$Ju+?8<{N@7`F(4k~v`Z^s- z4sl>8IX*N4CDbd>aTrs{A3`PXc4I18%3wpMl8tY%aYGF@?&)Z3+>TSX>Bj9^hmBiA z92@uEdDys>6R~j{^kU<#_<*%76Sj=5?PD|ArqaZ{j);5I8H-znh#A5Hmky`xoqI_`V3V9UORHELj7AP8ON*e*Ex5=A@f% zksvTkj_$iRxgN6Pr2kauZi20g?w3-}N4SEj#6yJ|%N&Zu!99=DH{C#rDof5YQZ>=! z;C%5~1|#(Cp|zagts96}C?hZ{&;%70wP)Bd-$qJ4JWI_&&5%9UEBmn50Vw-?sq^Ne zpRzJf+K;ssTR_P?uJli_`Vc32_3R|=HfCdIe>0q;UB}+<(|I+u04uPP+dvg!&bI-X zUDJ>E3EF|UK6QJ4mMe7G|6Z|QK8G?|nJH_r_Xb+^i%TsrP!sJL%UUzM*$73rujU5F z8%W}j*8#5#69j`$9g}AwT$72Gf;mgXuR_cf`din>)MJ#K(8<;Et=MJ$b3v1 z&1{bZ=Rmclb6;M8s57VCOjGivD2U#a2$7~FhBPJP?zk!WK$?=^4m9GP0q(|+7`V?& zVcekN(r^npBRYTB{&bl`h19O=GmzPk|2U8xS8_uKmOO+*V?hBS3qL{}o8L;v0Ru_g~%G7{}2 zLtg^u6{-C!q1S+20N}Yk~KGRRTBFES0(8cxGFh#4Ob<79-HY+ z$z&34N*<5kH2KLIr%5dXoF=;u;57M+o+fFx8WmfB<78e4j+1w+a_DKYG8(5z+cZqv z$2~D|2NB}t+Kh>tZ4V~yOa@Hcxy+cjk5ioJz}>VL1NS`wCF27-=}@w521=+jD(OFq zsicHZ$yWhPC8r3L=>0aKLkT;9k~Q4exJ^{CaepGlT}O;NjTrZWbJ)1Uh;cub+d%hi zCF0xHY1*dFh?{FY7Iy>@cMuV`ED^WNKjKchbBeC*PNMDio*&GY>rSJu@io@ms^aKB ziuNJulW$OIB@nlirrqp@6{=4>KEoP*SER~D`%cLl70nMuO(5iLMcsSpaSIez+C1s3 zXoIk$MQ3(|4nn4!e7en|b>JucE_}=8a`eD(JouMII@-YW-{bZ_rO3j6FfO*ew4Y>Opt^xOu8t@*e0S8)f4JiK!Hzi!+xGC{)!c9rhe%zG&=9p

    YMB5^YSle+#+kQmbhlsXaiMFp1Z5waNr_#l}G8BtjIHs&RIJ*U{P#bj5ZRS9V zE)9!}CG#LSCwA5De45B=7)n-X#680^H&Dm%R8N6fN8kkw!vM{v^b@Zc-fIwMDpFz`p?T5%6vN; zFH&70p(6Mu9C-%j6Zx!HMdnr#%drjop<_=_eNW~t#d|_f#Xqd`lIt2sv#d9LC3+I> zvY))ltDpxz-7w zOpi9EhfiTa$?UD-pLc5jRse)^<73_G_YT zOQP))RwH-fRzE~<8h#JMDj(*h*+oC=zi({?7O?J^t3#|wjg=w9`WW?)Js(o-<}&ZfQ;*| z(ViwR#6W(IEwX-XG}s9}ci!H482fVW^=F7(KH=?oBoq!scvI6_W?KVzdE_f*$I|0c`ePk zM>|=U{H%D5nD!~rFnGtyHR<~qODL`h(p-U!|IyCQjGlW_>}}&C^9}mJH9?))<@i|P z;h!_;({J;k_aSO?@3A8zvF@Ldc*n&d&wubNtdYx6x$*qO+&?JSgknwIW`LeME~`tn zxioj2N!M5IOPlj3B7tLXiyG(6z2AhFejF+=9Qyk}d(~gYeNR+Fixz71fAvwCJ5Xft zz_U706?6{j5?`_W?>F9e$VqHT;ZAt9mEzs$Ek5@FxoFB3Vz$on&1>|RU zVeKMlwxYBh%U|BMjPV|QgjAYRIgR};&wW@#xqa?}l}2c0gp#Is6-Sr?5l__AS!oT= zx%bo&P1OCPi8H2nB$%B39tj`j>Vjty@n}z+=&HNE5p&0R^*!Br-())_TO|2*X#wpL zeB>wk7X3I>^yi-gt>6DnLqa_gSytG0?a%z5hT1bY#@2EMBla`4u9Mn6b02WVT=VFP z&_^I~U?6I2?0*_^OyS*huS*40ALx1P!ml{@ewk6P;{97IDGGT$pR|7w4TUru4RvYy zpYl)2CWwIXYx)T7GvY=E|5Q;{j|-`+(O5P28@w>Wv%}z@*|EkAYr^6mO;lImkE8$r`+Q<=+$Pmm}4MJ8Ak-r=B;)v&_cl?^!k(f&C`( zADj5jjb~ZcKeH?VYXbfHM-p*lmJJ8|J*NBtcGV9MdI&SW*v`b znZ}X7XW4mPJj*_B_50RR7y0vPJRSNbLA~ZUnxhD}st-_Wyk# zM=}sn7ycfI9HTRyiDlKW%shAN-X2Fpbz$}rD$R%08!je94W*;~LpP*;8JIv&5$&6l z4zJJ`rSt=l6E+~I#j-(1U?1AJ>qYFuWfN!=+@Rbowg7cZvp95J^jxY*8=&nj4(3Vu zzHmL8b<7_Hk|osopC#0hEF9hc zEF7^9uwA~D{@X4meqfV`yZ5(A$gHMM4Jrf){XI9H5JhnO{96%=$v~|CXCN9izYUcR z2Z76kc$1pQ8MN&3vcm9S7Z^5|cP)s!f&{D`IRZ!5!G0Z|`C3M&(XzT8Xt%v zw*RAuA7mgn{}~ABV2Gw4|=ks_vM*>uo3`;?OsQoYQ4=el62}Y4)QeA zq7Bf?i2J$sU5?BtX!B;iFEW#^bOmkXV7KkwH4hEFJgJQQQYlA{>txtSbY?9lP}NF@ zs*<^7fPkz%j;ty&HI6W_(xyfhh4!^Ad;a~SS)4=>>*$II&EnX=j*P!F zP!!2PRMH3HIwf|U4Tncha2A85+Juy#q8@H|4fqE*K7aL#_a2we+`Li@}5PPr9aDPSgw?I zP0*)yzEvM8UGQ~o%FX^?NrbXzpU*yW5Vo9sKKsZ@h-&uv?Bg#t%n`HCXCK95>8t1e zKOBK%)tG(b>|+Np%h~6%kJiK^W}nYKijb)>`+WBCGEoG6?wYK+s6}k|rH6?>=rK&6 znJRmw=#x%FGkAJ?2(DaNF!%Se-uQ;~x)?*YLTCCeHFMheIOL~0_5BZ#s`F?p*jg7% z{+GJiE>|vPIQ1PVY_F)?mRU3Reh%*CTFq*{5Pp}Ux%ZpT+{kmjp&y5e>?;30kS1pW zcZ&aalL{|l_ zTKyyl6_`tyZohPL?)@q?H|sY^Zi4Q;L+1l~8LR1;B79uoaGz_#+?!rZuX+FV?oYbY z7(`4@rp~*Ch9u0!FZN!ad(R{p35Jlre}O0LDbF9K-2s-6?9I1_jOYGAg8pi;G43`f zquTpZcIo}O<1iW>&pzjR6tZ4bw&&N2uYmd`5L|3YVM$~pOy)n5_?2ntnR%xnE!cGEm|X~ zc55oXZ0myQ^jp#3w6_N1)30;KDd`P=l44X?JYdYGXzQ znogv-Y|5|l6diAwJLrfy?=^>rZu$s$t%y<4DKH23S0gVvV;{|ZKmZS(9c%9WJv;mj zu_glk(ZrX2JQDne{~ifGN5f*$?I2e;DtCPu<1_NCf7)D+MCTO0ptl6e zW)(_NUSM69QS3xWk3}T8$xd#Y$tfvjK0iXcfs5?HbW~(_D{#9J=evT~jRQ+$WAUiS zWD{_a`FuhdF%t&@@NnR8?Pm@qR+_Uf8pw$61ST@U5L9HHcX5&Nb)q6$GeyHhW^oS{ z*}xNAWU?u!$ONwAB73%k&JdY9HzqP=Ra9ivmTZx!TsW{w(<~bt(#da8x|j|p!e-2C z-I4|J#Bslj_e1?sYy@|S|4yPeVAYIkTR-|zF zb?6*tM!~agA@@zEWkn?YYO?Knr7Ox93^JgdH(OyGw&4p9nX_z<*7rhqGVpoPzJxyD z(26IH^v`JGXk*#scMiLB<-tuNC;&By_F`NbiAtz6YN|0t&|u}__lWN*Rp3C(NJoJX ze@e03p8N-DC%?}5s4=ApwnYR)gJ-fGqDiTU}VF1**a)#=rvN{r=hS_?- zbqhu?fRrYT3s(!hfPc*Iy0r->g8K%OWlL-dpt1p;K_7LX8FaA(o;RE`QA!^?i@Rmp z0n{yNBe+Mb=J1H>HcT2c@bUo~=(-Eeh(cwQ5$<+45IVn5AewLK*3(~P!KF1Hh2}7x zGT5z{KlrpO2`swnuQC0V8_=XPev!Lw6M)O-{&`+y3IA9w-J$lF8)~b(aF5^(wYk6m zh~}9?^H`iidXUKjet04O9p=*I*WP`8Gw%v0N^4EGFSCTHMMI``&0gS59bQUob4N=F zr3PHv5hbX$Uth=5h95tgHXI({X6emgmKAs+rooVLG*HB8TpDU#s5I6`;EafBLK$&^ z1w<%BflyH>5cCY(3ArQ+M(8ZgEfs8Cwe&y6g}`scvqGybG64F{uVov`JB_^P(79EHmZFOp z3?iDYYgyJW(sunNcMwVO;cv9cB-Uj(YAa%0@;zEn5bHZ)&^$`4ztzRk2m5bF{KpS5 z)HaFrFb=mM*3&PeA|cjeIk-Wr&qp9(HeC}ohtF#M6~dY>b8r5c>I*3<#BO3d$GsRU zvWYn{rm{*)Vor=@NAQA*m=oiTb$A&;%!x742g{!S!f`$a&l3a0**)8eqY$PY>>r8=mql z2l5itS6)Vyl7ZA6SGm-zNr0g`4JzMdBFGa@6xA)aaxw!hTuSwdR;S7Rf&C-j2Clw&DgnWdxAH$L%A8V;)`Z-*0~xEaKzhEsnXM&Ji%Kx9Epgf zC=y}^1iDvhI)Sv`=SC6=tjQDKY0i18wZIhyxb0rr_T8S0b0z5MoF6-!z}9Epn|Bu3 zllxQgI5co=6bn_6HF666OIl*)Kwj9|93Q&ugj&9)4aEyXXxo8eO3TSh zyW)B0cw-1r&X0W(qVzx^f1fn!uXb|JRU@1ersF6luCkEu;y}V_choex?+>W7 z%IW+Ak1jG!==V=4`*+rWT_SV%L|m!?!L5;23{e`4zJx+*k&`^j<4*>xl#vF#00$-ZIAU>Vpuble@tc8*es%L4?m)8_KXTp1uff<05lPX#KH!O&vt)@_0x<1+ zxzlmhUGVtv&HC83a(JER%RGmumB1qCg_GrVJ@{N9vT9v!3arnRYgyAc4>nq#S~Au; z7r3~e%ea5d94z|NdgO6i0KGZdZkc;tC_RW#@np_DR;+mS8OguFrUQyj35A%*QmiO0 zGvbQjW2NiYuX`83g*K5=p|}15c{Mz96mez_75p#x-3k3mdI{n#@xv5#i6E9XhB&k_ zumX!i15#ROpw=@u5cF;oh>ZRj5~F_Qprl7-aCdeon4Pk<%EwDk<%mtz>c$U=@J}L` z%v>7PRZ1h>nV>8M@4`VTjWFKVbscs|nRI^rwTX}IFWoWqTrKqyp|}Oj@Apar~w zUXP^kdeC((%s(_v53LGi0F?Y(B@Q&YkP^!k`8`Q{bQxpNP*v2QgL8gTzvoP^H#pWq z&G}Cv&D?qoc>fD8s^}WbqN#29Y!*hf#zXz9w??X>dJ#uS zL9D;$NTkGi#(pe){M%;aao8qtz{+^kEr|8;4X8+n^~EnxZV>BQ2qes|t2Lqfy4wMM ztm_KZqa5O+bEy!!iE%!w$|mN-xQ|s^5_4kQ#;T}@IWbnT>Ih;^jOlh*_WT!)pRBAw zY$V2hmRS;WVtm2!2x3l*LZY}dh&eGXVKD-qGrKO{QT4-adxVLuD=B&0hi_LBym0o_ zlKz|Qa;h&vYR>_|LLk07(X?Cn1xX;jS=0?pzw|(zz;R!l2*xk^u>RQ&49?8`_7H%` zbe#>UUgUbXNvbAab1TrQlpEY4_nuteSES60LjxL*k0F7s7xljn>5K-lW;~**^8?5O zPM=NVzsOSrP9CA2+F1CUTn`8km>WHw3Xhg;uzA(t2Z;;HeP4b4jkqN^_kGjMmEYL! z^V{PjE`LPh7d`iGweR9a%15jol=AlaEx0(JJUH#j-7QyLb1|pkK1lZ+I(!y>*z@su z7oQ=yXOM-&w>c;h7k#2@W>#8&(JjsAb(3q6;-Y+8t)9h4rvf2$$cl#El-zGiNh zt3CL1-S6D&FmrOh&owL#<5Qs9&_D}kHMhQfvbb!N6NF^JMNRc7vO)SL=0yI|!(r`8&rV)0aH)tu(AicJl(-AA@-y8mn?NybEre%GtP-Kz9=Us*Ki~fIFL}4n6O@9FboQ4ns-mQ z^^+HxTZhG=fxVZ|K*l#t%<`@(0At*L-4%Ls$pd=h*DI~lYy{H%R+4L_-;wJY8yK&y z>&L-$39A)9Yi5u)DYmJ?z){`_To^G(UbFT*xxXj%sq8bWA^KKdiM<5?)tiJPdMN>WK(thCEQ+)8>WI4YM9Gr z;x^H-54DMOYg`;xHlX5YW>Mlk1*OD{rjJY@Xh7H&MZ#lmZT6tpKHzbkV)G{QIEb}7 zen9e`KL7#Rx&woeAn^Rl`9hZ%KdF0+x6g9yB@CTO+kEWD0bo`wtz>=Q63#Bzan<2c z8Kj;uu+Hli2FH21cGHSBFn+|$#jU*PGVoM?)o*U1LLF)@qLmC~g@Hn))-_Sq~H*g%JolqR!6}jHHwxHs*fYX6}fgMUC_qMF^Ry(S<%uEf$l<}eWcvB0c( zZ5GU|rOmmy;yXR~>(>^MFHNCK(l@Az4I4NM>}Gs94UqI!SHJ6qD0M9@?g*H~8Db&3Nr?kaVG;!=dj@xC>Nz^VgStg;%VG_Sr z+AtFk4VG_01HGKiV#Irt5eq_aBzTshNIV=|d6?^95IkwpYU|4704jNVQj)!=t2o*| z{CKiR19U9onU}k6Gc0=aNyjbnIo#_R5ZpT6NIx=EyHVz0XjKM-K}GAj`{d^NlP2^^ zIm>WqUK(J&^fT}N-^CXNPQahxT1_Wnc0u9hOOkhGfYuT|mbkVf8&Pe$ z@5l4TxnwkNl(O8ipTjNREW+Z@sDrs^AXyV!8sjriX~d`Cl$c6FDbd3M;sFN`Tn*39 zSj11!x%%UI3QWeRT-y(=DjPfp;@1iuF|!DyUIaR={L-QBSqy-}r`^#x5voTr=s)2u zwd2q1Fb36q;`$UP(?xYV*kT7hDfg+Rp zgdnWPwQ=q{rVYAY?wjxa@w zf|wJdLMN6z|ApfU#Ipvmkr=1m;$}(AiSaedBZxUM&X|u&gP0TJ&zU$Q@Hw;Vl9diU z^;7<^Vp{FygBm5j4wt0yxK4F;$RB7tTZ zx5?aJ;sI`d`8vx}%8Wc!6fY+)G^b?8st+O!^g-35CL$*(c?_|rh8*nX1S^VJ?l0$fFr=qT5$J?LTvq*h$ncto82kgfIEq8rX3 z&QOBy?73@#c4VAgbtyCM^e938&IP_!Rcu82E3i0>-w>BV17!{6efzU(IrO!c48P02 zm<&WcwI{gek`$Z_+jve=MVegi6*}GcR+9n_M2&>W*RYXDY!P;qtF5FPg>h}{dQ(hV z+$NhPQ3>v<)MN$QQ)Z_q>oJ7JR?c`g&6NFwE`HFgKB472=EbUhqjM$J_P{*5uOHk( z*w4DUYH?1Ob)%dZVKc*<8@_SUfX;FY*S5Cukc`$i^!-CwCWg2PVjF`~geSee5_1>tmnzH&} z5F0P_D0piEiJV;gtFjC3r@?UF%R2(DC&>Nl^A438_;k|~Xwgm7*_1AB%=>8+kFlacu_~=%7BXj_l2-I_eu(ocM}zLV$(DOb#T} z-K)P*8{fhCrz|daCDxMH5R#L?k)$-@vhh~^ z7oh9=*_9sy(#Q+lT@f%<%6}IuozvTRWGae0L7kb$%-_n!V45#AR(;MC zxXLIT;y9Xvt4y8;RheQ{9Hz2oYQhK*zH?bB+i}wqkt_K_QsgXCIV5F>Con3Ds#5@tMI=ndq!P}sjU1ljjgh{S3HQyI&Ii0TT<K5Llob=3ScBxG#$ zgF9%Zlr+%&aeu5rZz;LoS@_~sC)dYxZHd#yO8%4-j6>?1m-Ct^dXSsS63-iYYk6WE z^5?y9ID771;5u}ScU`j{xu@kmo;s$@KvTyFJ=`$M0#U*=*?%TH$DR^`A@oRAlPB_ACAa$w0d6!FL;JG z)jNx-=q1D+4Z5TR9@cG5vp&C_L~ilZH-op;s^}_7@^sfXloBd4+iM6uvPu%YO>TBO{|qMJz+ACBYY#7i->oQP|{lW15FnnYV!sYCS#nmQ=v zxM50i80K&7`AnOj(O0}h1DW>W>JaKj)vNa>3bq)XBSVYWThBbkGhAA%}RLHTm}* z&`(_$op>Vjk}MlGl;MTdtUb)aDvvzDi3@l+p{v0xC)Shez4>?&opG6&M7zj1A~Za8 z?0?2g9bd@xLAw=9!=zE;HC>TFJo9j$C=zG-L<)Jpcs8z%8%LPx2qD)$&2EMxp|0ox}kiT&Q6X z>#iI!A=dkEqvRmgmxcTok~J)7Rt(ow3vMT$_Y zS-;5rt1^tUE4;17!_E%Jr2Y(bjU|DnpQsm10@=0M>08?K7cNYLih{-|&WxW7CoXJN zhygPW4N87M1KrayH7YH=06|}f+ok8n$pd^}*d-ns^96@iwhzCyxKJm5iqXWKOG?a((nSu=g39J#)qDj6EmD+Hv%xYnu{uv;%(3)K^qYr5!t zvr>}o4vvs6VzD*)ds2lhRVyu1)_oVni(xgY3p#mhm$|VodPM^Ng;m0rAoFFy1l>C= zpS-`qoczg*i_o4iFTwRl)#e{6O|i6j7Ui@%eUJXrT3O_A$N3?7u)_VcT|tG{y&=>@s6_ zh5yfUuxayKx!giPz?>7ad#BwaPb_8r{#nT?7shXEMt-@zcQ3hqX7@oq=SMuSW6p5P zj8RG>=Ecu%_>K?P43V3X^upDD%%8vzdUP}Lz~Y7;u&w9DfglBT@2GGC7e}W6Dh{sc zI3?mGQA*VB!jUMtgd*`*JYbEI(lF#tvN5(;IY3^6l(Z6)S~R$Ef)cpMf?JXhk(K5x!9=$79x5{Rr7D=n2Kti`k$swli>#O@ix8QL zSmHTUWvd0*DqBC~s-#fs2yEZ0zdO%w1oSIjcheSUfL;4=zvS*h{c@E9?h?+kP?vx~ zxHxp9QE@c0D53lXrNn$q3Jy`Zsmw{@5`7Y=4jvAyIExT|iaY^p{)ZSZGx@WIJ6iqec5GI-*n|}3hG%!gheEdCap^Et@-~9K7ufSSkH@S2_We{Te z(53lv8^{mP4gOR&5A-zmR!EG5%6(@5G<(}N&C}xXq*L9$z2oM#)MprjWb6zx)_FSs z-%SsC$NI&gsHA%@BDkT(X<4#iEw{vq5jq~NxV zz_u*vtOxrJS1TL9Gpw5God&a}Vs~SS`*4$!%wkp&USyLq#Y&(Pe9Q#eNUjTY;b~*e zCT7}bC)dyaj$&3MG-}E)8p!`H?h&)MGCkrd{U~=IB~)7y`t;$_Fu|k&sX~Eko32)A z0~r=0o_}C6qLR+-uv&9sg&hPeAU4fq0^v`8xu4%Nd+TP%l{?dSc%~7Z>zb(SBZ*MI z9}Iw!{5<`o_r4}Cu6T*(mLf2pAu*!qy2(5KO(p2xrpwtMtul!$`n3bKePaD7M@d1f zAK^%(#QM)GSe$>mjLosAZ4w9k_+yK>1+l(?LnOp{avsVJVtvo8|AmCvboHfNe3n;- zH(g_W%DVO`|2AEPl6a9#L?K2VR&7bliSaJ0q9W$R*u<(Mh&eItU4doKf8qFX7tb2R zMq+%Dh?^xbC&ql1M-X#j)L}`3m=ohS79;REv*~hFx>FkMPBvXWm!f^k`V+zS&99U$ z&I%y4#+Q;;d7>j1QcgU}zEBcFy0{{&^O>q^rTPXZnxy%!A@`qJwb=2`>ti6*sWayI zp-1F;P{WS{-%JAFQZ)_Rv65JFJ@`Q)GY*X^A(D&)T4pTi_>uAD1xZg`>+3f!CQrQN z*t4`-hB2Tpz-}Vgf&Fg69VJauLCD(PNYTUCKDtbe(%-C|u;iw&JJ#-=wcC%*C8$>5^4JyEH6ei&xWu1w6*& z9rSL(k@ysfBH>Zmv7=GV7Hn#x?D<@IhPZ^({S9SU92x-aXrN2>$M3n$>8Gow8VIJLf!J3SV`0WKTJ> z-!&Mc^8VJ=ishi*a;N-N6Djfr+PK4BzSe7?p6XP-t8{7>xvt-J$MUhe2|e_-$lEFf zN-$P2D?KsrgPl&~CUNVoc_J2!U*BeQT{o=uw29EZ!cF?FSB(E-cU@hQI49n4aKe*? zgbW7~+bUmp>v+9|X8T`ks<>K0p3Akm`|$qkJkVd<#H+NM4u~6`lEM(B!LxoSq^3oG zVqa95K@<1&KTJNcp$_8Bm;RGOs%S$;R}}kY@1y?$?i3b_^Kv% zCVGLw`vwBTAAJnSX@&lAUPX4`)ahPZ;0nIBG!ygf$l|L^B_?UHwlzEmtG<+1~%6Yon4 z8|?jCe*)s~S8(@A`p}(mOl8S`R$?mCPWyx#rwR?~s1EPE^%Q`wA~|52H3o<5?oQ%gEYm2Gn=TDotG3E(zSxppOL8#K6HT?iYp zfV3fQm`4t}A%^*518x%!(omcDQ;dsaHVqX=NHb1}HGU{1O4TixK+x#Jch4h8s4QRD z6?t0~w(-}_d*&zu-&Jm2y-4CR(3tb3Yqq~CkkXzxEl%Pv{JOZ!aFb9btl`stGV6*n z6n&{Pdb&s-2o_(Non>AQ__p}}w&&4>&X!#*=HHit2$>j@SI1Jp(75xA4COZJqXYa6 zYNny?Jn}om93tgPKkI3cJaa429GBeff>G$(sY>_OGXbzW=7G4nnhVG%@ybtB`U?F{ z;hBT+&RisOoUF(Fa^NrOm*6+<5_5)8m-rBXYop%})rPI@S|%fCu*vH)LW#+FI1u&w zQ6RP!$J{;tA`EUyJv?LiNmDqoxqam)l}@l|LS>Eb+!XM1Q1j`%XIJ2?kQC=}yGht& zmK7z!bp^DR%kAl&rwb*{96$10x(S8`FLAV4E(mwz$(#y$8Y;)j0LZV}XOmT#FR8H) zKVq84+u|{woXF&vInYi>$nn$dNbP%yG9&%|P99cXI^OBWTp{X4E7mH{;US!6A)TEJnC+FoKT- z#MB2A2qo+Df%PfQaHeLA(922{FgJNwL4|%b$ToH>KNvv)VOw{H>(qq$&0+uq)Wu|V zwd_fNh6H*UZ>eLvX_%4eJs$P)gc%A$vAz%Hdn&(ClLv!W+}1w}6K9kHw+UZ+=7rRkA!{`az~g zq|-M%tBv2kY9n-HNu%=_QyT5m{bd&X9!JiA5EdgYzGgCFiawJrlfUrxCHR5`#9j=D zO1jkI<+7XhF!I@S<4i+uKgJC$QJn4_O66w&OUd zcsSGl?YcA{qGcwL2v=|vSH$`rj*@~{f69?aiS<(zSo-+4&4@2RZId`)XDR9y#Ckl3 zNQm`J4sH+<}8SJ^}qVjQ)?YfEBIj7F@A zikK5)E~}0p=EOL%70aIg!r@+kXANQ_F@7Jy&61cCV;0LJh&eI7Wl4jW6Qd4`5%`?h zb;+mgSMDGxUriVt2=gM&cDikbkcNco*MXnpYJ#GkgtOceHSGS3(QUn=dQ4y1CsF*rGErq-r8*N9! zhu83~Yu-&R6%TbwXrbU;nE1ws+(QY)k+`LRBH?>)X;_b@Etsb>^^@+;?z%1>SZ8e zm%|s>UDwP8oD*7hC?`T#NbshjNN_E>yl2Z9FU3*1Z%f-nr>HRza;TkX5`OQ=p4AjHDtq zEx}8`_&2-j@=;Y;^xO^ay7q$2~~=w`uMG1lE_7hI54@z_(f9fHwd{buFA<*2-<<;9^U)-^^D02 z8u>^AmN^k{#g@Mtb(*!wK&20keA9}~05?uDzJJb=En|9pQI+`eFrZZO->`j^F1f$# z#>I{_#yenXmor*}AmuH_A>IFKu6#bm?z*ajr#Hi^V^}_ac<(P@sx0c77oxKDYcQVx zUp-KpSbrZ^SqO*9y8UpKy?TdI;;JNu1X!Yv0&$>3lBrf2_}uXak*jaaElg!IE?z-Y z=9u7tsjS|#22q*6Kd!P9YquaOOSs{MsqD}nRAt}dbupER<^GS#a?-~Tm7V%gPO8k` z?ySfH2VD^5en&R``$1^CuX}09sVBf$3pdQ8{itDnZN+V3K_hAt`g*uHs(n#$3bZ=M8Ueg#}-FzFg?uKqMqQ_PD=32%T#= zFYUYhTRLZo|;N*;5!LsU%pEq}=bkAb^9?80&DYIYa zCoR^70;Ia!Fkf-RZ zAtk*)C@Qd`(d)V^n3K-;c>2fBP~Z)oIW~u*nd6ft?w10Is9%;Z#9d=qK|Qt*nI>wiK5F`92y9eK(#UMi!;LR zAj$|477#idKy(ENt7PRrfw?PrB2_=9g0({j?bO!JP`SF9C;WR+5{z2+qj?tH8}td# z7apkk4Nl8B$@MIk0Y_)cKe>82)NdsNpsPQR+uZbEr~0>%bkMmLe~TfXy$3BfKNM^& zGSSVy;0WJu$-KFz?JJ0A#A}J=9JPeYdOU+la%j6V1J4^i9C>5133tn}Qq(OeRLmo2 zU=~LzR(8Xs@p}lBMqDe-hzlHykl2O;(ZB)39dJZq@=`GTqc*kcqS0Bf^1)xSGCX0m)X?Ks;?^_%qYS zTXMg>IA)eKdP_OeE!lzeqH&Mdj(J20ecP9c?6?U9Sk01#943w5)Y8fQB4ck&f!TVT z5yvn_%!QCUOGTo`6=v?hfzZK#7@!-KtxLGjVFkG&ZE7GjhR&6x@3XEyw0|`Npa_lp zp@1DiN$P8pK9oYzf27l9&@? zV+8II#GDv^EyJZj%!%>fQJfL@oY{3dYPlt ztv&PEGgzT^=Fqq~yO{yE*VR|#$b#GJe+Pa@T}|%4Z!NFCs2~(%nA)kGX?RGk_voKJ z`Rgp>r6ln)>ah4WN!9j@wahp)u()Cr33O`ipivb#3O{YG9n9`JMIOMnsA5B#Zy4CI zNV(@|m_K=fP9sZynpZNENor0NpPNYTuawTe;GmoZ%XOOrG{f$Y>q0vp6)Jz00g->+ zYiuj0h%&^YBIcHo)fx6Bl?-aAn6bsI4u6B;26F=~rSBGS-_9G(Oq`2%o zMFt8faL)6z)(2*(^6NF{u{mMP@9k*RdLB0TzWW<~i2XX~HHH@#@kRl;`CA?LtH+RW z?rmJPBhhh`F0>nN+wz4X$;e15V)rI=(;9xTyDlF6wTas@@viHR%=vI}-7c_KN2+8( znEkBlEK40-3sH4E;=wrqI5?ql8b?Bt0|_zhEia$_W^`MlYm~g7(#Z=wEVY@*EgEbmF2{AA}Zrf!h8Zqe@AUX5LXBI&7m?`8C+!+11KfF%)yWVxm+j^h6UP8 zwK9HgGRYc|>*M+ln9B63GZ2-nI&%xt)Swv^n772)mDpgFbT%qePz#N{Ms4bxa^=)Dz!RkU#}B-=?Y3xnM!uf~w?O z^MHqt;*LT?eXxKsPh;t26|mg5LQ-Oh3Z&`C_azScL1TxxCyQPxz%IS8BW+KPf_SmO z+x!)=V9Rfj(u^Y~;QK@kxd}aW@N2!*0jZ~{ASk;X5gW0YURafk?HUo1rdY z0UZmU<|stF0mGka>(X3{z=NIIw3*g!z~TCUmDp-Oxb(m-zf8psuxS}LSDWh{kpJL* z@~nu9P&w9jrWoU$+{L?YNM^s{g*iH}#n&<3{-nYHs6%VVu8~mo3rbf@Ge1`y4aIzV z+wKQ}YbS$1(!vYBF1-qbyGM_1w{-6W7g#CuEJq5}VkHi4E0ogTX5)7Gg~KitStcP9 zgPO$sI!qcg5LAo?x_u32gryG32thR*h&$I%AfD^;i=5ct2}4%(9qHH-5BAQJd?>r3 z8$@k?mOY`F1P=x2&fmB`5QtAc+80$Y2!5Anl$7_10#T3pklneV)SV1~cHJ{FbU&9! zGAMek!@Bt9B#c4V?5~&98YF_t9=6ci%nK^CZ8v=t^#iVsdQi7~qJwz^eT;s1hZQ-Cm5B5{e#7ler$!M8L+@3H;aYd{r zag-Fq`dp4gN~}vv$BMLn+l-hf)HaC&y7r=OL9FlQ5DBp^#la0?y-DtWAz^l15}CqN zaUyuv)moty+3){v*R@dzud<0K#HhonEr~fXa!Sak$3Cr0l>SoZuEjN;M8V!%6>$CatV?%NbjSnh zo)pl;^z>o&EdJ1z)z`=qJaMqk%uYEE=HIB@=4yAB+`p`KNw9Yvgz-9Y%A-%>$o0G{ zy-&{@k5Rj%2f4S`P(&DFQ4u@XYutEbko}P3=HaFMZ6Pl)E6#=%=PFw*pv~+BSJfoh zUDr$&5|22Lph_u+{wTEpA5`+Gg9Rq!i5tpOY9pLo;f<%|`{kS2UDuIQaq+Y?6L9>g zqWUemA-O+#B^HMUzNw;tlBaI(GS7QQ?G5Cvc`k8}w6axm^{YFSr^91kwi&gT4v?1B z@*zMju|yOIEPgNiE0l{ofzQUj9X^ecpflgNY1CH%5}diN;-f+l4xsbyXw5mdf^r6{ znCE*Z7jrc`lABa1oqG2N@UE+?Q&Q1EsvFjR5o@`u&hENirsJF_Te8D8XT=cAx%5YfQR8 zdi1yAGb-$^%iuh&j&jO0L>+@CaZbo^aN-~f2}KSh0zz-@x$5;Ea;3VCR;+(ZUg&&U zJd;~Auq99lAy;py7WJT--RHoY{IWB1%Kl_g4EdjG#Fi>DvLR2Eq!kEl#O2v=EzdNrc5yp5DjrpiP= zpehTK#8ozWvYD;2oi~#ZmCb+gg;d#Rm9Z^>n%m&D_S*fF8Y=mxv3!Xe=7}2AFe?o1 zU^n3PW*TA>_4>Ft?(Rj!QF;ZZgw$M=67(1sW*i!IZOcIfiGg_2(OR8(fa~mdfcM~R zl0(C@Y4??jH^cdRR7b_YM)E?3O%i&pEdLK|{*=^{qraEjf9iBf?fS{(@U2n1SA7qA zeR%7v2a|6K=}HZOh6jgOAHZGiZYO9%KS&1M!!sQ2JF3ZWamG8Hn-te{?y&^VkANEA zCywL^Zkgk$qhdOmI^t&FhIzaOHO%2L+$K)$KyBjO#1>2(6ry$li}4QSfN|w7H=@I4+=Z@YWpmyWcCN(qqPUc*59#(dlu!-N~EO<$8W;nBN*4 zHuAlt;mocg4*h(n+SoiyU35HgpXNu(2$ktW?KStha^77f@BVv&-uI(t84sEm2#K{y z#Rg>1puuWhOK)u-@&xZ4@g$nWkwhD7aZ=9`M^lGA%P^aNqlWp7WfS~sQJauT#^TU` zx+SWP<;QVOT&zbq(XawXV!{ta!uun)KS!e?i4--PgKMzr$qANo`jQkKVzS!n|H{p@3C8z2 z*P=dg)fiWYqcN%unaO;N6C3otYj8e>=$?Ycj893UY%J^oFU7Sj0JcS6~&S$yNP)+jHixZEOq=P_n(l% z;?U^A^-RZP2kP90`-B$e6YLL_jSu1Kh&#$u#|T*``LQ?=UC!hLA4vnjIXDuwJD5l? zp4}7w3MuQNR$roWN#7I9bfjFtRQBb4@Up^m5%TWehG`i%4l;kdlW4sZ!sH*n`!G!I zAfgF;Lu*Z9J50Mt5(^}l7PVG!%>95Nx+ zM>)trtQR1VFk7z$XO|4zlfqjsOYs|g8Ylm4y(U<27=ET^* zDkg|IF-CsEQs}>M^lrj42eFYD7yIIVNz92+h~*N*oEW#Vv_Z^?(SXGWe9mmW4z^wH zxvWdJURO(Vj5KdP2Zo<_i8lVn7F)*j4KsbOzJ`>@M?ogZ86<&LM@nqGG9m|*r`yld z5KtlcnZD;jhQsZLAU2V4s;ke*b=lt@Pd6R2er7#!_=$gCy;db%_A)imZcpAF`ZgNsA5|q;*Pw-~*ve@_Ko51PyDZ6_| zw8;JYM+@#4iDXbqFHZXRYfzf7vRNy8XWjKIb}g=0wDaU@AN*~GXWks;UX$GoxnsGa zD!+Xq0~PJYIq{H#6EqeQdK^e>xZ`hhqr4Q3emXL9a`FWk=c2d5=K3YYz;est=CAkI z54?2D7BdlLd?9893h67~%#ERI?BI(Oi|vPG*^hHJ1RPcP5tt5qK3GJ#MzWvEj!v3Y z@QA&H)-@3u!)%|E2!*=w8e9m2fSQnRel~;M3nmHweCB*v7g)vLiaL0XvJWyjbo$pI zZE3|IdDTKw*CuwI!@tb%$ne1OB?YDKXA2ya5jOm@k$zBrp&zD?AF_l%8OJXWh4^l@|_K_R&3Gn6` zY7+zPxXLm;QE~X5!#Dwlt5Hf+@nT4Ty-!deD6e>#YNY|Q%9)5kEqP9 zuK`n8&wr@O{*yGuRJQ&us%m_X3z=8vBtNO)Z9o9s>71XZG|YUHb@gSn|MH;VL{fb%(;?oX@Ffw3ya1EQB| zaI@8~AG!HSa97QZqSKjI;I0$L?}T~lf@wP+-+8+4DbN{;owcOM7pN~jnpD_h3=Pw( z4)RRoLdmWlX_H#Q;PO+)LsI3T)borNo8JdJHaUi{AH;SJsNWSZzRsYR0ZqiD`*K=T zHn5QrkympHgj^1fH*U0U1lpN+=6L0cW{zD^xL*eQqkqXBf7~Vb>QR?iV}NUecQ>ky z%B(sjBWQr<6B=k$HV(w1Y7~g>)S4W=O_{JlCPL@t!YiQR-TLH9ce+5#J`1ZOysyCZ zv+aY|8DF;dH}S2Q@RAXDpyzRn*4lDtAj2mWJ`o4Xoz$$>{Tc%*LRC9lA`ZbWJKvt4 zTA}?H7y!MhJk(;dke$a{CI2&s`dMgkC5PL?H(dvdQCv^#yJ4ukWFwa<^XsqqOwRJ+%TVP6_sJCo9b1 z)-i*oI;+tCE-?TKJ+;nDXrzF&e)|i_t${aMFb17Wt-Z8W!T=1+4eRTiw*l7wT;SN+ z<_0`-@S^J26J}AxPA6KEcqyTUl@d*48)Y*ePoO?=%mliRJeMLXZHU=1)5Z#NJ)-;- z(=2J!#uTPovIEWRz&#>0lj#wk=|b<)CQtr`JDHY7%SH?+(o)}=X$D`NdPM@d1fpWsNO z#Jb*REPedjW^A~L+9q+p?suqL5bHb~A|ckjIJiNq&x-h8NSIyM?iJ_u{JxBLUDUSY z=Fxj6{)K~8WfM_|QGiuj5_4jl&8nz~IWZ2g>Ih;^jK0}e_WT!)^q+XvAT|=?=wjR~ zi8(R)u{?s96Qd4G8pNC!1z3#0=gh7v`Gumw1~Wn8E98?^<>NaqmxIlM+oFavGf67> z?3P=l9a#=9YH?ff-eNZ`r>z1?hT=8=`1Vj{@xA}Z{W@MTj&@p^AemodxYVkgTu(Ht zSa3YxEf6YB&>rk(KaVo|7RZc41AHnvNTAr?5+_?@Zh}{Fsmn6*oykB+0uMUty57M< zf=@#4F`l3icewLo_#-;C4g7Q*Zuz^1{ob_Z%(v&qty|y)o}92#Gs?*Q0^Z8+KL2ut z#*55%80t|@GQ^@H7LeO5ud}s;JXy(vxa%#iPngqe6TQ?Cx84eFbc#^0^<;msViOCA zXBRt{LLkb0Kf-*KkBy}?}(xNh&Vjg~Sd_kVLv`_RGjk}B9s;Wk)JnGTr<&AvP_ z^PoAqSETf$d`{l(!T3J|TD8V$qoTh((3$Jfw`J!)l7X_laZYUG;Djy<2^$V1Jml9s zUFGWs3tnBlSw204ywJVNY8GFJvji@YD@+zgzbDs+&S8ksV8b?uK+65+^3@sjG$?yI zuk>bWt0R;{9q}wq&(GaN|pSE@&hr+W2(C8y} z*JZlzL5Rr?{D-@yDP6==_P#b8QCX-+5au_>j8U6NW2wxx4Hd`ETe!+94x*H})QKSh zxR0VhgzQ|xR4WbKm6t-~s<$BqQr^K=!;|L`Rzr-=)(CA}+C=y)N&u0{x?uT3( zP1Y@avJn{MypQ|ZXbeR6ti5Y65C9~WiGQlMc7j(s?Q&Z+@57v-(zN))u~4|h`FeW2 z7f3s3`tj=LTu_xcOUR7zD71qLYsR^MMZWgDoT=)rB#dm*Ua4Uj`#QeeLkmi&$;J3_uOZm z@AvzhxieD&7U7Bi4CT`+*ol8veDg-upw^p%mn5W6KWE?>Pjht$9Iidgj5A4dWx4tH z>Ax5eRvI@Z|D_X^lX1Ab)wBjXJd)c1CfiWQ1$5>3K1VsE+30*Jtibw8dRWj|;>#SC z5Mf}W-J2B~xAsTQL<9xR+{J3>!$!Izo=LMh!pO_zR36%a9gbqJzF}B{PF)P1_t0+w z9jJ;C6U%vna#QlywF@6&fmi!LP!s|uUJ%SPA;1c$3^pDvZixG8xpt>}@qCs*3-Exjh={9+W z6;IwjX4T0JweJcy$?ZLY>dm)t_+Cr3%)%YCSM7po@BQb@2vQsFNmU&APNV6xRSG>h z7X4_|uzK7bcptm}p}}CByBEE3m7YsP&&eg!ToqTjINY%IpJ=(TV z*PxyZFj$sy!s-Y{63JIoxI>-J#vK$a5mp{QIIAHZ8v9ImA579B$d9Yg7u3a~6>6?! z*Tmegmzqyr=|mhr|HRXiDm~Geq-ypX`C5DEsYEm_m0-sRIcejh3n+WajDUtS`!}9q z$OfqhmkmW`zduSNONzlW?ise6HT3o`og?y1W;j9=Gg2&9Kd{vfJ2Xs(2J&tO8crzB z@->Pp((};G7(F6h^UOqqAC_d#XV>uOBK8WSJL0zBj3aiVId<1HZf`0aqHbYiR79Jo0~mP((I#rn zSel*xc1I6GHHd*k?Z+TXqD|DM42~e$L>BEF}C7=$K7tN9U!NxP5twuBgk?-FEW<)APbmd&Uk0o1&~?F;wQzQ1Si2 zVJxS9eVyu<6LW&4!6sKvzaDh#0(@BR3_ULb;bfsn)?JC!XynB1RtkAv*+4>B|U z(hCh5{euy*t0-?^rSZ8Xo0`W; z&^)x|L9eRR-3I2M8@KB|FMUtnbyYZp@Vt*{MROPJUATR;m$@M2`E+z>K~{7mH`8Nc zy9H}ZNGQ=gAu-1j@=k35YR6izaj$>t9v>QFuHmTe-kI2{O1jR&YqGw6+%PV zp+B80C=>Lh@dS1(nUyA-7$~#MV+BY44q8lLf2vqfR-H!k1o~!x)e$0Fch8`efXb&mI<(o$P6)p^St5Ckx8Tb_UW=)*L*Zb z==CmPPaWU$*a|j@OGl}RC^h=%m%ZFE*rK6_Haq05p&#yN*eCxzg-M#Whuz+F6qWKj z`D*3M^Vs5dUln%zOF#u;1lg%vvDj02gJ7jXAFO?1%;{t;^-L9>@q~TpuK4Mc&kP}n zQk?<8w-q!R+Ub&PI~YHN@`c4&%}c{SVP2Wjf3!9aMHtGFlgz3dN*#2*?3}}wMhup4 zn8On97}$`avSLGrOtVA5Y=5v4ZwJE>>kw8)d=gV1BD?-T1*MO$SG{?Tr5SUp*&Tj@ z?q0Q8)=!xO-q&*YFtF`CddVPEDU$a&_5?vhHv9cVRZTy0F0guz1^oJ|(dG3Ny^txg zXwSE6X!3_on+}txmRE2GVS)#g4s;DO0li%F$eqQbQ#6cy={zg+`PNsgAXiq9^Uqr} zNHnr%Wwp+WOYPJ5&xU*(?8KgwYyfIeBO2zZvC2nv6#g~oHcZo!4azCGaO-pYIrCA65hQQ^Ia1$(D4}Bf3`bNr&p09*8yhuUpmgmRn)3QvW{*%P8tXmC zR#rvbQHwi>y;&F$lFDZ;I$+_A)?obSre=3tA&pd${q%3<@`>A6Hz&;``dj8CS42Pm zL)Mgn=x?7Rq(r}hNB)d_P?$?2PVAUurA?xLoe(Qq5dHIeSwTYdYfrGo2GK9V;*yzN z*L3rvU}FgZ+OBK2V0o`U^5MVSQNhTv2`fbXosnA-ZK8g_$f$@mQSV^n5k#A)KN!)} z^S|A3ilG|BK%yqdl4uik9fKo?Hc?kGph2{W+J_Ml^!CiIYZUBybGPviTB9zkw3CBU z@ph@xbN-v?MCqk@(#xuuuh*~fdB+3Vuc61HBW>TvUtsnd_+S2X*V-EMSwFw>Il|5C z=Q8yC)%2Ziw>PZIk(J66L{nZ|^gWHr!vv0ob0>n8p{C z5Cx;o*p8PzwJu8l^8(cYbWg+|VfBP_A@5$QggaV$Ut3gj#q5LVob8nT7p774sJ5|Yfd}1ZCnBQx*D!WK)<{Dnm?NHGA8dgJHLfpAxI%25S(gL!>_B+hS_H_>e z1<$ta#tyD&IRx|Y_h%S?U!5}Ee;9~BoB!Ac-pEU-pjNAaI}RF!3M>9u*j_Fs48qNSqTtp|dAn1;?=J~1FAGK^J>{8=Z-jxi1W2$orC zr}P~?5!L#}!RrZgd|s-1)Oi0V?4x?YM~|kP%<;GS!a57{&tg7uDI*PTq@y$sx#rtH zO|EWZPENfWv-|-5#_WuoOYQk1%+pte>fACH>#UsJH%gY%(P2+wMTf~jdQ7bEWsQmO zK)NR`YO;DlRc1_LBiB{TL#bN#eDnZwp;Bv4&%_o56Wxcf1ecxMxuw-_W3aNgl7aOd zv%9VdcH3LtDv!{}LaT{;{;!xfQ=E25?)>s+Sow0reG1JVnHO+HT>bfro}#vgQUS$o z_90%=RHIr3{=@rgcbZ=GttRE*NCF}`lg|UB0%mv9rQ58<;K}>=IeQ9~jgGRyd_NYH z-BYHcto?`x3r##=pv>boD>#&pC>qLMo@Pavn=#E3*oH%_j=1DRLn{T9%tBeC z;20K^MXAoBta_fftNi=fU=GX?=MXhu{ha4i4zetM^I4JWJwlJfOR34x5Znb;BLkB`-w)Fo5tl*h301l zdv&ZYUY07v$UoaGM&6u4-3Qmo9d=oX@dxB>+5M;j4d$pn(0274mOJJ3=9HWsy1dg* z@!yt0tgLRuCe_WE=&8j@R{pzJV1kCf$4Xp$vEoP1KI(sBJEm-^!-QAbhTl{}K~v6T2n zYii@G%A&X6;wU6t$j9$%A6CePr3UZdmItA?n>f8 zv{|>JxAx2pG}-^M*5AX_=@#5U4!pP54)xD|%KP1L)I*sQLo|$ySoaHGcs77_IH>l% zjp;#6K2g~3b-QDm7!t~JgjGUsIM9Wow47Bq5<=*7SrNlZm(C25P|#u}iMoF@Xi!l5 z%dFUtW<J0Ce{VlAAC&bChd;Vcg1@-!_dmIsiyr*l@NIGofy;J{ zXZ-T~hPrJ2ylJ8KNo@GS73IncPshzQv^5s}Jp#Pm*9N37hohh2H`7t}Vf zDRR*|{A<`n8;WoLj76{b-gLc2zKPbzDdt_;N!`(bJLvH3YX-lwW;JA4UX;6-$p=~l zl}oQrm3W?k7Qf3$5pzny*f&m5OgWWNA4XDDMoX$@<>a$Fo#f8npGhSaGG(LcHC;gM zRAvP9D6?OfAsgO-GqN%J$*7ZSXm%)=0y@K%vxa0C9PyFH5soO?nD^#ETN2jDfJO)n z8kexDtEBSEGj`|@BO;E`BH{-6D5m*7A6nYR5yU zbMC*ft4Y)aUATju*_>-uQqN;9I_!E{O9oPkJBWDJWwz2GvOXID1WOUM*_-O1nxqD|D63}_H-qE2H(1id}8>q>hgd3F5g0I}=p zB7F~Bc_kOkmXkO6op6d7N>HpU`>t><>K@Zx5WhZy*)P?wR5jki5UVfLEazH1o5DZN z`qcRGU_G`wfq!JQ=RDKH#<#Oi+mxiEncF-SzpuW;?Eia_W(WUtSeQDCA+~*TH*&MR zF!K9PHi6Nu%n6FVFY7uZYEWwZUYomJRm=s=+xH}`pW^|x>U@i@<~NKvzBPA6p~t!! zw7iC+LceNuyoV9#gbtF3T1oAc*w;jw`DPLjd01!CnB7pyG`d~>gRomdC5>rLqpz0# zT491Mm^PH3nzx#Hf!;@SPqY@ZdSX1YBYs1V1$ysP!u0`3ZKlnaoBX%_{=F3y8T_qm zS1-u46QSc(cKt3d){!lK@zFtZ=J;qT%?<^vjbJrodEr;{en)on?J~Z5<8I%WyRKqQ zF1Af}_E?>5@-oNxw|Kbln@>W!0oVh1fDLkYYW5m3GT^Or4FlD);8>__E&P zoe%eFU~JWaNBCZne$&1}8hP#FgX2Q8gEl_*eYmB|3HP2oCGw@TY4yk>O!(K5^D)8K znHOG@Lyw92c-ELuWO(BIM^;aSiEm4BQvQnWlnK#a!SR^6(CDjAj4JaWX3(6ENL`wJ zn)JQFZ^ok(wD=d#^8a+H_`0uCLtQ7(maCkpo^BybLqEgM_m&RzV#Qn|4^Q(z=0e}Q zISF%7KA@qIoB!@lZ)T1!-yy#&fU_SHwanEuO{!;(k1uUdBgy4rUb~DV7wM6L@i+k@ z=HFCz3_g3r92CYoHXYIZlIEc=S2Wh@olHfqMXDL^IXa7iD-3k3bz(&ax|$vnfpcP_ z?+V=$WlvZ=u`S@l_0**q*tPa*w*HY>54nuH&%_o5yJRHB5?mdESZ`9f3wGtj&>ffX z{meV=8F`|=cSRX$QC!5&^XUQeW}2fVQ6Kkj~F{0UrZq-JT~L>9a+<2tQ{}X_TO&%s#@D1!cu$ zbd(Jgv(khE9UbUc94k2Z+h{R?b{Vs=ghb>QnkTRwKCF&-Y|TJf{Lc&)xN3OPQD$qo zhy`WQ3+O0owqivY_t!oe%7lzrQFc|BjC1mlC^KV1^wvL~)o2{{V{*}s8ue)ALdD)s{?Tzy zL0==0KRv9InB&#?ywa>}<1km!?%^EA+3^a4#s4lRSYTdn4tnY%q)oIKy411N_PI_7 z)98Q)m*&)`na}vzQ|>-8eqr8u6C(||%^K7a zu5`kTiDo6t6b4PC6|mAo+cz3GDCi4LRzvcPn7GQu8WUF-p7=V)6DfZ`lSd53(eGJ7 zfBx}&VBX{-4W9Ld=o{?RX30|<6ldSqxiFEv&99&Wd&^$;Dj5j!q zl4fJb!*$7Y|5O1go0T+7kz~Y>eO}$^1o!()_nNWieCndmza3cUQ-0`AaSSRJ@8Dpj zABvTgd+%}fo;E-ki4~+JR1h2v zBOS@ie(@%n9SU~RmDLa*gD39Ncw!TC0)>H&dKx;inK$Ffh=~?jOq4LkZ(w+$o;u@+ z+40Ml_iFXN4?~;Y%eLH#qt;E}JFmO|4F^?=BTSo`$$>YQElkD3i`aR2OY;1dFJJ>i zCQj6sZn37CM8Dab1dHg;nUhu!{axQ##gynjV0>jpLjHT_wYQ0tIf)6zcUk#@=y#oi z5~9B&mo+wserpz&%OKO0y(k_l8Fnmc33>T@)tdVwKQYlUiWEosM1+{9%S(^%GAHt`RKMNXB0k>{aVERV_VFLiS3-{mXHIAb5lKd#yD-GmwNE<>_bIA9v%wTn7* zov~fb&Jz}AT(L#kp4=BJ-7$w!ssZ_dC#KLnS~|Vh2u1E4^MB8NyUt*8cdParISkzG z&sR(4$L#+pF5Z8%S?Gu2{KM$H1DjM1X5d$3Wot zV&k92x(0#H!yKv>x&|jia;G1>y^5(-2=Uehf2w;Qy^LCTG7pvB8(w2XjzF!iui3Nu zFeM2ce~K>mZ%RT7#z>_#4M}J}<+Q8&&LmWAV1ckzULyK4V^bT+A*)VL ziQ?=jsfWdm1$lMo8ldC($f5wZt!V6Rg)(*zd$jT&Slg<#0}UMeQ5X^7fl7~BIPh=t zK|5mJUe~y@AFcgip4#O6vMzrpG3g*h&kidcUhg7s+YmF+g{b22R_tdrci>0-bJjaM zL;_ZEIAChc<0>s|&RA`l*x^_!S8V^^TXw@w>apAmyK9Gv)}rLCPhGo$&Y>ndlM>W_ zpFqc>uI+PkC`3)3^c=hHeGaW$Jbh?iQ8CJ`+aBaBT#9Bne=yCtc>#rDq30=RcQU&3 z)!t>@;R~?4cX-eD9rnj!Ihszqe_@M_E6=~D;jt65UhTDiP~IO)EPI(MCbtKx9iMOu zD-Xo1JGw7^@C?S#e55HiF$GKdxzXc9%tDmZwP8W8T_D<;vaDgrR|gbscXjmru^Y{L z{5M5fCJ@yTeG_U7wf6|y2v3oHVcjQ^b z^@M#GV2hbrE9s6Q*y$csxe#pFULif(aUV8Jz9@R*K^Qh3rSK%!D-yF7@UDNhItCM3 z1K6YHnS$23BYqxQZJ1}qdZCjO%COY`(V;jQLD&;5g`ppp!BT5U$Lz+3iZI1E@qB27 zGE8~ur*JMu1xm|a9|}9T64nHb&0j~Val5FH$W{ecu+@Oie7tPrJ{)>%@5yv5z8>QK zO@=tIWQG|%tGKzdsRAv_9m#6iH~^y<1b|X>4wAEEY3K&*WNvbz4DDEr*OrI0Z00as zZ4))=h^=s^9sm}0T1zcZuEJ$o7iQk0$2EX zYQT^IHwX7s{uYiUq`&xxg1IJekK2FMfk$~wP^`LR)98jOqzWe zxiwI`=42Lmlr0qsP*dXhL`by()EE1;wWwErkOin}^XG}3isTgL)7e9xXdlR!SQ@Wg zb&-Qabu(YLkc4-xl4BR53M}U|p%zSYa8oM<*KzxYuh5}gjg66{6foLQmEJGS=m%M> z<90IIi8=IsZpJtP#v%xN|FNjls%EO&8x9%LLG2ofBs;z^P^-U?6sk?-|3enaoIlTu zI^v|Wgg2Oe8#BByZEe!oK#I_&vJJ9JvCmkesy#9HpXsp~Av1d56LUY(&Is!5C~axV z>=ns~0K*&O3G{m*ydiR!ac_zAnpjz7=$vu0KA>3=Vc2WTVjVZmXbYUi7mj;3+eU;( zpGeIK*WN+xKdG%j)qA&1mo1uh17vwTpM0G*FO{5i zisqfzCfp^pRHmn>g$A}#R9ZHfN$Z3sw(*dXX@}AiTX{%{_+bE5`ZKo%wIYYCLoTJz z-AA)5Rjil9_aFC9i!V$7ffO@6Hicvm=p5k5jsN=(~G=oTj1M zo4%2uRA2HQEs*uaF>wD5J#c1Flk0k+ z0pPX!V6rjK5UiISuzR%F2s|g9zHCsn33PZ5dYT5B0_*XXZWFW3K+Is**CRSs3P3x& zMD~=J4OsN;Slg4lEnvd&;{|>BZ6M&JP3wb8wm_Pat9zE(?5Gn(6;NImNvchmz1Oj5 z?T@5d3biR35AB(kfYz}ycDCbn4Sy1Ee=+@4McAlf)qD!evU2HdX+~tIJ)pOVh$`sD z+flRnRMz-|UO#;+{SZ!`{?0s#j(|0aOj`ErD)B<-7J$fXJTt3egz=&@AGgxMhqRKR+`qy?-M&Is73lNMNNl52=B6 zNZX%eHPVjpw1tOMLOXN|<>Voi;fKp=QkLmRld1iVIt4R%g*2Jl_Cc=P26bIXRXb?h zNQD*JN&@^322JPv@c}ui?V75G9;4LCbZt@ISxiu|ezFDUHmgNC?4i^hsX8~Qu~pjU zq;xulY2M!J%27y7sn#|lA%(Ly|F2s6H>tmz`sWJcMUlFy{gM0=pV&;ncS|!blU1B} zD%DMl!;CC)@IS&FpIJu5$#V`NMd>@IUvUskdbj!Ny! zdAivW+S_wy+=VJom1}{=jbu}3*pW~v^jZaes}DCxd$b0sU}x8wG^@ar3Ek!|Yb>EH zzi?30UuAgUZ*ZyDKU0_?+~i!kY&rCH*A#X6ybiw7{1q`GzZ_Z_D{jBqV+lXy^hoen zQra%LtM=(T<1$CCGj%C%Adq3bMcEAE~WUfEA0v zw)k(ifO!f^Tdk%PV9?_lADI+WD6tS+8CszTHT13=Hy&6AiSYw*LC7scSP_HMHwS0p-pz=r#J$SaXpnd~_DcP5ZhGmUR~WzMicMO-Dcd zx<*ofuX}mcH{mWUimc2%U@8w+VK$Q{+7__Z)IhT*M;=;~={ndfH^cW`k#1*utT_x;r89r^6T2a0w$-yh$t|^*- z%;B2LKCu!#a?q%JyzLI335+(1x@fUj9^NX!+?Q=!1<5CPIZ5!u}cmv zD83!O&r2FM=&hpYweFRJe{Buq27Roc;)_osBLgy!`q<8I;->{%)1Bu2%}^Fvdpq+8 zif)Fno5_6EnX>S=NRrC;hbHiq!NU@f7qYN&($m71V=WYbka8SNV24;Vj<T!X>$C(eQOM1 z3&rhn>N|T`c%|z4rE7fFFs8hDKawpCAID@|8Te-j&+b3cc9~rUCd{{H{|zl*JGZU9 zfv*fyzS-*cnQt@H^Sk?11e1YgTTY(X|JMZG@_n&6flC(p7bZQhayEe5txul)yiyiE z+qTF2_75xgA|@pNMYJ@`=o{;OWvV?l0aVw=-q~S{aO18us7LYP|VPSxV4746IyI{9)GX*X$hCJrU zGVqn7qL84tDOAajI4#*F0};VCwu5(3_`F#0t;00FfJ^;n5VAFNYhAM{*-RR4S^VK- z9LWkkdwVA|w?-Nci6)nq^;kf*%{wLjEtP>m?M{NeMw?-y?8-%8zYKJEQYLgG3Fncl zjXwqD zb@>LE;Kx~zI3xo<%AXsrkhO*+jg?YmOQoTtLTj58#ncK`WvdwLB}>EC%PsdsYFNVQ zFO_*NlhSahf8*!e$D3hxvpW};wG15cW;?Oygc&roGu^wYPzF|6>Ks_^uo1T3KGAL2 zCj)g2UVeI^WevjzEV+)bOT!)bXOg5stYAR>yL0jTq~T^`iIN9imQbo?f7tR@(s066 zK8B*U&;n*;sXr>vmw}z%bIsQCnZuOTo)?``WuWuA$SW^zZ-TA<7kKO1WMKKov7j${ zivjW~q=B~+e~IwFcepHTu_MSYyf|ICgc0NnuH*co2vUca=VAzwA&yVN%S{Q~pd|i7z0wHM zkC**22x29RUrZiB9^pk}8G=mXWt$>`d{RP?^~wlRf|otZ@$)JOvUDYa_}~S@OPDHx zq^v@a5OoB(g_lJd6a+b-fg9CCke6!^L{SStLh^cOo&_@tI{Eg(9$LOPYF#-tEgqKM}1X*Q-Ac1(P#0&dI1UZD4vzzb>n&9X00!;BX zUZl+sWZ5=z1leSP8^+6Hyog#N$T7U+TH$wPgCP1_5F`>W5AdS36+w8nA;?}k1i6lv zalB}6N01`CY_>-bPe*)FhlF^#sTO7CGE`3Gb@3#($FoTWEzt|lm`(J?yt!{s1vGTR z$v=B&=}_wiE^cy47wuSJ=G|R4L7ka>3+#Wv4bRqKC@c>QNvJC&!5%Y|YIiR^^P zN{DQP$U=zhgUC9FY=g)$h~$DuDu`r)NFs>jfk+yNWPz3>Q1C2)NDhdkfJg?2B!Ccq zLi7o-Cq$mmc0$t$EhjXb&~8Gr39X*dXv&O86WUB@GNHwU1{2y#XfC0(gvJumN=Pap zrG$hM(n&}rA(gm9QfL}UNFyPMgcK4INJt+cd4$vv5=ST-p=gAX5eh~q7ok{$Qf2f} z=n_RJ6QM|i5)leSC=a1Hgwik+hAAwBpb$br2nZn@gkTUt(LkXogdtNH2tgo(fDizJ z_zA)%h@M99IKLCTPVhOw;{<;byiM>m!PC++1UZ z4g`6FGw?NT1j*#VISgmt1e|>@&d2G3A16JWeedDydmLw8M?swPaN>7K_)H%|&dxN*Ym#S0fsxQpZwBnU5}IN5S3Ac(ILg1lA28Qeh`pNzBZ zMVxITS0YFkUd(W&mB*R3ObtO+;{=<4ml3>N!HM?6Y6KC$$<-Mzb$HRjNp`(1g0SJl zx)m?y@Ujpm*gU*+BM^A|gxY)Lk zV~e%vkFIF@>@<#4D(KY_pjvaWaZ|@%X>Z|mdx78o%%3QAJcleo+vv6Q>ZE2iYjbDz zYi}XBeVN@8vYhDuH+$msMZF-h+9ev{T3^Q>zFnjp_S@l`+k5oG^m*Lmz)L?& zd*S;fvW)O==Sov}a@2#ni|%5bho7zMIrJJ$)7_Ht!(=1qyTO~xan=ZuN*BMlW$ppD z{+s{KqWL~1t?$LXU9tz`RnP8_jz@s#woBwQc_WyhUC+@kZ7xlxdM+sN0sZzW>GEw1RLWSz2G}tzQ(iQc1Y^fF58ryX z07~R$Yd`v^1GO@@Y)&d(0QOZ3B1a$p!#`&&e?~%K0v!wcYqI6KJ2)MDgwL?T2wK19 zPAzc{hwLWbj+SldM7=IK_XgaOg{kFfEk7x3OF)(%R32~_fUAU^vV69UqLkQ9F1<&4 z!G>lYUy`&DM32|Yl-VDIb;^N#6b}-l9Ncv$?fGh$8mcn%f_({4yY;HPt#LJU(eyPv zojHn*X~x&rhNT15xZabhyVk?+FVkeVx}1aG7qpF(U&K@2br)83D>^|53pAW!6)FVM zItm+6w)yb%b*t|D0~2Vrl5F1#&Rrn-?`f&aRYtJo$CFr@e+QsT%x+G}Uv22+NDBlz>0Qq~|~697WfrXryb%hJz>P@~#QJ-T*tlineIQBtbhR zF~@s{cws<~U!%bJjqp}PDTUK7Ljt6$hdr{5-2{z0Gp;C>eMIkSc`fqWbQYZb{X?si z%MgN1ifvG<8oH3aeCs{30{YnQZPl6zgp04lbsvoq15c!W_6gT7hP$qrIihmo=*`0A zae=q@fPP`G!eeiY;0u%8mjC49pi9`GnTo_XdaB1h*|rgdFZd}j8{=Nd0`BC^gAtap zkiAz>-?DrdwRpBLMo}#q{2g2^nmM!qmR^|BEK)oU?*urmKXHTyK3#gR{d21oj4XY= zQ+P@S__jz{j$4VEwG`MbrBY`a$ zag~Q4yJ+>rOb;&b&8lA1M|LCpTxYwt$XNlbX;B)?`Xmj5{gz&Ui38{@UDXu|$0Nc0 zyWV97T#X=K-cb%0sbpxx@wQ;|)o<9g5hO8U$OcmCiylAeHeLpVd0!oKV$+4nOGPq1 zU+zLJRA2nPBc1^SWMGHUiuLelgGZ*2@j1A3TeVu~4mo%~|G*?S+iv*qFIeqabMfmKJym3Ha7*;Njx9y+&VGw(3aD{E- z1}Kzb<9)L`1BUSjOopwT4<$eSDqPq@afdIPTDiQ|DuQQ{j(3DIH$&%s@Fbw)&Wx5D6cL3RY2lBVaZ9ZWiWo<+5Mc(gV+O=qDw;X7(mUJa;(qU0CyM5tM>8DI{=(&Ea;E>Y@Hdf-?C&Y0Ti1hy3 z;NqhPi=+)wwwc_8L5eT;2y^Sfyug>fPL*l!%)w{km!8UkH%d`28*p^^Hx+T4Qr}@B z*S376n(PPEswB^Q@y5`&lKYc{(P8N4>*AlyBL~_@nH0r^nYOU{pQGT7g=%0_psY?% zk`p>AsP73mKaTN__ByRqhygY+Ax*$!6XZ)64*sBV6wVW{vo_qj7!1iwJq$SD0!y_$ zi$k`mg6`gj+@IulAeeu+&w9-_ER}chz3c4BfLE(#w?B@8Yx#m(hD-7PjsDEXKRjJi z82+1lFABc>@rTu-Jv%>isDLDs?C@8&rJ?!nBi|jb|G=IZ3G<+#Wnhi3d0X#O11KMI zYtw~WSD}W2NNHWZI+U&D4*ZdI6o%+&ob*#u0LEW9s`UC^V2xZW|Nb)jjzzssS>0|C z23ofFoj);V0>4VNyxviC7>Y^s_KRw$0Bwr9LgSjYnnQ7u5V* zZ`M`2KbU(LFU3GN3PgleJT9s-hS`x{O15K1;0-^;;2~aFaP&u8zn%OJShI7>nyWw5 zK!ls9+q}7v2TEn4UU_qB%Os{ z?gYBrdMONjw&dJDTo?uANKd18P*i|-X52#gOAg=#_n5l;76dNz^n0Jo(E$GRX<0dp zD#MOlSv$KT+n{T{+!MWP8!3>hq$@9masej4SQ^!CFA8?MdIuFXF9usSc5hd3Vuxb~ zrd2|AL;%0hEt2Q&m_kZlSJiU)!>|urG+mvt5@-+CqJU!u6xv_gXrZGCkk*^m3R7)zpyy@gRjVEeM8l7jIUgcH-mIHXPm8pJ4dJ_1 zJd*f@oi(X8|C{+7E_}Vc^8K34aD$-bxXg*`(AMF3UJ2j;4e=gmpPV9au{pa~rG7qK zEq<;=dms{QH+R2zRKy%=Rk0~XbRarjX7I?(VU|FF_I0hs(QgfnS=5-7NyCeNQTm1VU-8>b%64>Yy-9FL&gKH4sw!XwMacXGYTE?vvW5!Ek87y)kwpDE0bg zP^;ousDAuVTV){$#{4)-u@;Df3#p-R1A|lnkJ-hT^!Z_6$-*&9uLZnNw=N}UdHOxj z+O^5_FQ*#pR8)*!wXYFcLCRka_#D8~LVjZht4kqJeR^i`B5@FWoU4ExYJdX(Ra(}y z81CJA>OkGIDDZ-$bt0YH0%m8Q)l9pP0GmIV4WEcz13n8#B)qKmfaxt%r_gpSkh=a< z%PLJBARcq$Ru&Y5T5G8LUw2W!#7DA6Zj3pMRi3wsC;c!~r7T^YVmP4&Hs1XaheQ#UdU@r5Jv3cmTn#tLQS!t`6ri%wqCfffGT=J4U50)Z%3yKahj~)J^uX6s zJuM3AqVT~V@~#61V!(o@O|GHIR&Y&2%?a+*!xU(*7a{Cjs0Y?WQ1@>w_kx1gnz{B` z>4G4$sJmtj2Eb-IMsWXEQFz6#@9Y@$0FZUJkU_p!z}=ymPu;{I-@YF7P<?c}m~47_a0|aboHF)&{zX#@6cpWgVYt8=Ocbc}om?vhKQAg)a2ieqNSE#a(Y^j*4UBs!VfMMc2&%=+ z`#mHs3$7qbPkU%@01LeRAnA$}x^^L)nT)@rp5{cBf}+ zfu+|zZfyj;!BJCUT}{fzR0BUmi>yrFq5y21(`jDC3O zMqmQWjV|B!7H9*zi^5ypckYDks=K7~ICQ~vmBzz&`YgcmoZ^#nBb~&zR|6coD4qG>_Ffn^dgO({8f{>WSX;mTxgGd7RgE5B zECnB)-BmK+lL8K2ydc<|WClO_drNR7rojrbEZMO_30yol<@+=%9Omr2B@i^Y8c-FN zF8H*@53J=7)7b7O4t;gE`>Z`$2)66CweIiV2&a80_KDNzIVkM6bi%X`0n#@LRoB@c zg%^}blnPOGka}j`8+*+ZuyJYUx+&^Hcx$mCKRNCJVEZiM`1|?_*dO_1>k8)v=-ud4 z$X%olgI4&99#N`P+FC=N(aOa5f&?fPee5$J>w@f21GO)~{xIWGXij#Z9*9>j4SrL(6_n_; zIy*hUAC+Ank1iBA0yeKcCwU_te}c3%5}gEZl3-cQ2jiAl*X8+0Dsb^FK zGw!<8FNx;{mTl>seIv&q@9(L)_eJWUj3i*{zb+FTdpLQ_J9r_Ss25-7c&!mEe0Hv& zElLrlJ)uZ_Irs>Q*I1qS$cDnnhcBK%wkwcLZ#R2N-Xc)Ash!6Nu?AlqZ~VF#qX6HV zcfo##gMj?({K}`RC|e-sDE2KnJ^}g$ycHB^LV;rPW!07rKNw~rHO>BAA5>@T{WW2_ z1-!Pf+i_^M0u1kH`hJak2t@A_SQ@To10!EGs5#Xqz{REM??S}a0-*5f@zfk)@94!;X|*S*6JsMUpu*)3@G!g;ZnJcJM{h}K@%CjG+s$9 zP~1$)5}OQ$^%XJv(IdLxN<*Y^{yb0caj@I%Q5OD$*bc7!QJw~JEk3BP=dyr9S#qtm z(&;exp8qA)W2=C0#jbsMAO@~5_tv_trVSd3FXeyQ9SQ_4o!zubR~GIGxmiGg=RlU_ zg*6n*T4Q+imCs6zYv-V51=Ysmjv)9KTF@Rlc>0sNp2UahR+8C1QwVt0l!xL z;Hq}p3ewXm2Oo?n!+FD@KZmX2Kzqtf%Dxcwtx%@1SI)IP0iGUBxmni-m1yqi|L8Z5CLAm0R4f=bOVeIV@&iy@yfIxM^MH|^I@K#^<^Zxz>IDUM& zn9W{&Fi#{qpwMeCvg z26q=MPJEt~31o6d2HwSrK(`657#FL0aKPUsKB9RIoS#SDk?463+J;eAXr0!C z4OJCzA+Ny86TQ-4aL4A1A202I_2!PPrBN$kdZ^laTkAuB@}*QZ>44ET*m2z_{IS(x z$i83j_6P6v!0W}Ar&bU5z`p3OYg$GD=uQ^;%D>P7O$yaijXgjJ!yS*zaJ=Bz6??fvq1|9ur` z(-jldX`4g=#ebI9X1%w80)Q(1DI^JcaKz{S=+*;5{X?Yf_MtFuXt~%9dwtLaKC9o) z^aYu#>hvvimcu1uX(~%kq=BfsUwZ4TtfASNuC%XBsStg4aL2I=t3gAz$2Qfj7gL3c-ejwkB`m&7nQXd6Pwc0aQFP^zNaV z0w|L@Ze?3^3~u|gTl^)j7Wn3!bLj(r2Ix8My!7C4N%*5+Nu=sR41_*PmiTa1A71Le z>|k1Y8wTkdKl#8x2`YzETTV=s!o2pVI$s4vu=d=_T}$E|!Ih=^BJ@+$;Lz`MYfg$+ zJmBdTdEMk~3!io0d=T~fFuapFHEnfo0{{UMS9$#cA^CxGo$4P$u;*&c)9=>K;1|C? zcmEPKxW-}SwKBs5Ag7zz`bldW6nf7ezhK>AxV-2%dopSWj#~12@~8*FW6F6y!7~81 z2mgMx&(|F&R>wBK`l|}F5#1LQ>r+YKi@%g{+vpa!U=x}>DxL(_ozppZ*IgfUOujoA zSQiRwMQ#g4>Z4%eM1ZM?_%6UEnd$w|U?r6J=9plsoCflAH3b{D*g(#2mx5~X&z(kh ztd3FKq74pO9*ydbjDdIjT5`#o*MaNQf71V3Vq+}@S&Hap{lMB{BmXd{IFpWq*SdCS)0BR1Zq!>@Hy`Q zieBQc+=DfsJ^uV5Ya%@Xm?(WeYo2Zg51pI8qM`c;{2EZWRC(n_V9fWVPAonMuI@{G z)F-q7IND{UCLeVL92|w0271-uuFho-_kK+PzTXxd+q2ac9$R-kY2DGo_%>UR;&p00 zsGfi3|s`0eL~N<@A!Q!Ql+3<$*6w~D z@AJLycYUtwc23*b+uHk_y*l^rfB)}=JXQ8LNB{A~)9>Y}W!%cfVNQ#(MZ( z;V|9qkfW&6u%hdH45>Cac)MBVUJZ`T)w(}3{1p>$XqG|Ao(kMkFQ#xzaEI}=YEly~08 z$^o|r-wPg3MGFu%K+xd*=MRV)AZCDw0pbOS79duDNCDymXcC}BfCka8J+K%=2M`-T zWB_piGzHKSKtllS05k*83P2+OZ2%+zkODvg;Lty7hJpD5>j%aUY#)$5pnO31fbId= z1F8o^4`?2UJdk)G@RYo>1ib@t2hvOgry8>f_Ega_yjkR6~pKy-lS zfXD%f0|H0M8%xj|AU8m5fY<=70Z{{z1_TYr84xodWkAS)i~$e>5C#BD0KQlO`2ykv zqzecakSzdO0I~pJ0k{HS1)vH5RX>=*z@vae0e>RgiKXBPfD?cw08AWM%ErKxfFl7v z0&WDn2sjb&AJBM8r0S5OLuw8gIb`CH zfz!;JC8;;0+>mNRiVdkXWYmyJLk10*Gi1z=DMN+~nK2~9kO)HpEJ%D=LFNk?FJ!uq z;X-B$2`wbDkibIX3JEJDs*s@eC#DGUQOH9f|0H=QOA}8>I3dx51d~fFw;{+UA&-Ro z5%NaJ7a>oC{E+5_BrSw=5Yj+M|I7nfF7JbU5Ar<7?*w_BAgzOR4$?SC-ym&+bPdup zNY6-GMzb==#vluW?CT2KpLRjI1!)$fSJRxitO~Lz$f6*7f~*O$CCHK>J5uaViXa(+ zBnXlp7P215b|A}v>;{q=NM<03f#d~}7D!egNrB`9auUczAP4DBGit4r3>FPw?HJi- zcdjKdmeI$(R|iYu{(nt}$D$tPE7zaaFs?Gm8Y#Q9vH9AnNwNNhsLjq%aZr9Mvue7f z@*VqT=A%Y$z}XxlJoWAIlL@Y*DqEbtYp->*}0 zoRO#JiPg2={*W%Vt`+-}^12xJmm?m0IKg1Ue32}%m7b`gOEdXS=0J2xZrbvd0dJVT zmop~c*K)#H7cz~ccln|Gm$G-Sm8ziQFTc;Y`Sv|?(0X=RQ?MI0dHntJmp6gvPP1&n z7d@iSN6pHPQ~1cN965cydoU?f&`WNbv?>hsSsKi_8_kYJgN|Nyt~~vY8Fgj6x6(d; z+~pz^(zJgDxl4%o7<^lfQ0x^lDl^XEI`5w_T2(27-H%tb*eXQg%eB6pAHT+< z!$||grP-!QXqjlv*&8M5IHFGbfre=eo^{krvBY!^IzO)a?)?>0(2X@Uk012v;n}YP z)zv&_;=G0Do8}KlKq&9$qOZrjk#bAO4xW+;-X-7kWtPuue9`>dl5CembWZZY#{rdo zXxfKwcyxv(PFlBO`$?k&>@ufqhw__5r2Ft~EE_s!D*Ej{%A-7E0^Vm6Y;b;cMsgQOvdFKm#>`jD+yg+aP?#A>R|Lvs_odO zbI$ncx7>-UiSzIi!?8VeX~{@f$Y8q8vrr_XaAT_2&dE5kv7pv-a|%v78F25@_hjTb zyne((R1}UZj)lrxU+aN&=ZrGicy2!4op$}(g+=pFeAT{Trh6i&YZ?o)|9?K&Lga%h z-5-O*W9EwUP~w`=f(AJ|WRX;yH=W{n1Mv`$&8x@q@$wa!CXsOJWEKc@oMb zM*Sy@$j>Gu?E7OPd2}E_{KPyr5`o5ozxrc3c@#uAi3AdfB$7$YBauR40g2_MYp;vP zuElHm>peC8E$=L_lgyB>P$5;fc!mn>lr?h&qq(-f=nKdFLu!B2P#}KQ34>h*d>Wzq& z=6|Tfmo5BMppW5sp25N!DKLNY_Vf0aOH*?v8PztHSnB-04C-ng_z(SKf=vfZNf$U)N2hH`qK;K#6{&a;FAJ;E%_>rw z|Ep`=YXUv9ju>w#VML!MUi;^1hrqUu?CA*;f4Wv_qOH|z&aU3kEfy~_jU4%Z`qf2J z$)+<)EH(dE!@7zCcYfp(OaGw$pTnKF?UMc5TTK4v>;Ani+;)}z*S+`upRZF1;C{B6 zMuyyPSVykhw#3r3*-0CH7Xr~h+*A0ofu(!>BfpcV*PjFo@(1k2|JOee;d~8Y_0yi)u>_puk-(p zVO<1I{%aKfI@Z~;B_7m`F8O^Wb)#R%pGV#3A(K6*8-1Ko6m_Fp*LB_#xY2W8HBmQu zPuBwKM*pI1PTlDCH^r$NUFzaB>PC0%I!E2;Zt;t#8(qziPu=LO@gC|%-w@7lZuAug z3#c32uqK7N(RT;kpld8cv(W9S}a1>8ae$addYwoA-a(B%|ni zn|^P+l<-XMZB`?bL<)V{A*i`eoll?Bb_Ifu;Qasi%$Et5P8e@3Svw(Pk`9^e3QM&< zOG-)q`=R9=B44J^+rl$b{7kQsdJLe+TJGB3Uz(sz1VLWw_^PgPt6}ZUVzmBIa^6$5OsEgbz zRFS&KUv%kE7x|V=hSWtqu}guv$e&hoE^@Ea4p{;hxtpmhb&+3kYcUbH$nVD2QWtqv z$2#gFFX)}axyS=@^r?$HJ4%SU$mc(K`BC5^*Qn~GF7g4F>+JzhSg8M9@mi`?_H<0yfPJYKY!y2xEK0~vvf zd@=j^oxnxDaAFR1k$1#D=Un6umQWYDy4ri{B7ax4Q(WL87n{ej)J0x?>CrQRi#*7s zn!3oHhVGppaFMGXvZgL_sb`JUMSjXIgu2MB^xtU-T;!JbE>Rcxe#^1cMPBi&m%7N^ z>W`@iT;xBDSn47_@9J+PaFJiQ|A)HBpSH+-5xB@NvDLe%i#+1PqS&KjL+ly2#ru4W=&gQTfZLi#+i4R(XMoe3?5#UF2g$M=1zgpe}OT>U-M-F7o9SN)H7t za@PrUhXgKiTc=#=B3HkcJyGBy4<24dUF2fwMKJ;wxza#U>LTydPM|Jw(Jl|_B9Hfq z!^$Tm1VWQqG4)= zDLJcy<>q3Tf??`~DHo<%m||gSg((%LQkX$u=7bp&X391FGbGH6Fe6@N`=>&f0b%BY z84qSUnBib%)9#vfr$ks6qrb0 z{(yM{<_nl7V19skp?^MLasNbs;r@sF9`1Lz&*A=t`x@?N?mo6BRaD&V3%4!Yu5g>e z?FqLfcRSAT!t_2QW?#7d{<-b?Z#THj;P!&s3T`LCZ6xse!rcRR4csjyTdWp~#HIcB z+nY;qPef4f~?IdR`9$yopfh(i6c+XlvYUjY0G7D zU+qx;SK6;7zyYlO{zl1<63Z!V>6JWQI@ew7{SlA7M#5|{*(Fw(bZ8(^CBox<5heCo zF=E4&;PK{=P$A#Pw@VSfE{S6V3mFdJ@#d4z97wFSgNU)1gzsSTx*~LSDe!nvBvc7PDkcc&G>JbXRw?s%V^n!OZ&gBMR+A^4BnDCJkadCb5%5 z)ljm182NV+3Yt7#1PNI!G5~FIKoX}&^pS`qT*{JgsbCT;iE0u*N#u_peqntc&!0pZ ziTxzLkl0{APLMFH38M%R3L{SnNIWL7fgDBxyy@_0ANCG94mLN2Q>iG3tyl1n?v zjK`ZqBALV?5<=v%o*=QylK8+$^pF@yF6UAbYUE0Ov>}(BTuoCF(IgI$u(u_=Z32(C zghU02ndiOR)<EquD=l!*T;LEqdnIxs}rtA5>FiA3YBWarbkl)JfjP1N5nE0XgS`+}S1BkwSQ_i6UC$X#e)&takUB zB}}&bhi!V1P5&p`Y&*oA)IXoPs{WI#;U39+O#f`y{GZqTb1}H>D*dmkuK%B}YwQ2{ z>v=NrezwUw#=R!7G(*nTK=|-~*(R#_i*1&^4i&c+-r4`1Vgy0r6mF)U6k)7CBmr!nUUAY`0NWFv8O7J_u&@{3saadtQ-&tpHT8EE(Xvmf`W1c8ayc?R z6v8i9QGth^&)sRl7sg`)3*%(U&V>PE)C^#739iNLMphjbc@&C zzqSYnsdCdb?sLHF|M21X+<0$1F=lXx1)#mztzBBP(vt_U; zHl3h9#?@9AS+tjWPAP~+aSC^3uVhbQ@zr!4`R!~U|6}nN75#LUpMUT8Wd7oBeB+0@ z`j=IE8085oXamu-w_F3!G)HCm-R&{>w3?p0?=mA)Iik2c%5nqRa{`Nxik9)Pa?G}wpRT6y%|;r%k5iSxqfSN(4Q%|) zn2BrB4yFyexDKW-9WG1HSQvt1_T!8PLMG^~s`G);*cE8c%@VIo%iOVfW7z4B7E0Ka zb^N`FoxPDCe*9pg=0F3yQ7-jnZSgO%W}@+C)3D|HDOjRv-4U_-qBtw=`K5Ug5sY|{qGoIJ@a>(n@`5q#9i3wTaSvO>96A{eP1<->)|@g zu;%IBL%w+E(K(Cl&sw4ntM(m87@CX*c+Pxo)Jx8|C}+3da%t>Yb#dttekfD;S!QB| z?Qrb!wc>Ncm4PVjg&gex+kA?n_iOe?=B@u6iN`FMykX|yaY&)+=HYh>Gtjq{>?AwS z26t>)nXowfiX!e+>&_i=u!R5Q#&@Gl&&=@5$@;BYYX+cI-6v=h+4@gh6WK>`ccbfb z@^N$Lj%}kZm?G!$y;lyW>_gKYREwb9F8I!!vW$3r26v{8oG~w^j&C>RQZ7NB7~O~<$6J@6&z zZtO2H82{eex$s5762?z>kZNWlL+Bq)x!3rjD$u3)L zp;!C3qp6PnVyCg~FzrYju*q(%;;libed{RNMmKz-ppC8p9+VjUWtC7Ui?#PXMSZGTQWhUP@Q@?Ys~hjg;nX3j57yR$ah4CAot>22#2kzIo- zZNqEzE{+N)VLq`ba$jTcqP(sdyes-h_(5Oud&?C_Ps#H5xMc(}j~Hn@!c-ZbVc!Nm zEm+RKo|ciB>rDE2wp^GYdNfA?#eCPIeSEk5nLrg7gV!IAKkQ4#exub-zMeZ2C7cfM zT|0C$ie8csaL;2hzRd9Mm!}!y1N;MiWrfxJU&Ci#yD1)oRhEytX?a`@ooBaD1t%(; z>jT_-IQ_S)S12C)t9)~b>S)yBwl8-k>$VuJuRGx7qv3@;G=gNU#>wHpz{K=}CwDS2 z!DmdziCg2A%{7FQEIuOQnGEVxQmH#2S81I%y%2i2_!(N&O`PW*Gprpu_1$Uki zglrhV?x^%~!kb-h+OH3*=a=@F8OfE*$9apYUuQ(iA?-uzv=wq{Sv3{0yuy~owlhK4 zt>u(_jb9^^&^Iw^#O0+ZZSvDSR&ic9&Y@J^?T{Sa)D&}EebFAKr&*;z=sm)F_6Q$K z>QzTq%Dzz%>{2pmrA#_0XNIzuPn(_z!|L;9bj6<>hL?DZo$$^q6Rq7^HuZ*{Cr%rB zHLG%m681csz5dg-wal&UCp6RTUGM^hSk`xe8nUzdLPfNc5Uv&T!Dr%u-MO>z5jlIA zP1_9d7{f<~ao5+Om}yAsK)5@eFn8>TAN3>f&5w1;hebB?=d(*vg$oY`Vwr1!n%$FC zkkk?Fp8^#w+wmP$;l5@$?zmi6gi9h~x~6d zaN|2s{V5KO{OtB2mEls$aqiu)v`RfW)G>Gv?FBvbQWaJ4GDT%$6n(w%hNbOg3#Sk_ z)?D7*U`_3G^fEpm|EricPJQn_uS;4U&(&~9mT;+NB1_}vj=SxMg??R0bQje`0TNSb zGwHw+c2ov*FKL|{C+dOK)FTUQHd^4yB{d(Ws;)$0o5oM-(DK4>>Rg21#VX;J6G`=b zTPm18@f-fUT;Pt^-u+#~Iu2!#SfB&#M!odHBB~>r_C7N38BE-n-(qtznrv~xI)AaW z{9-iH{AIf`xsSb#ruZvG496#`4;=C< zG{6T71wNEC4e^_~QioZ5`usoXzq1$HXc=ocSowoSP zbwk|ZY*6m5>9cxl9I&oQR%^!573k0a+miWu-ne0Iyt9R;0^YEg?;F>Ch*?=+envuh z3ZC{sI#(@R3yqo)L)&p{t8wkPYpn-Y4*cnl?B~u?e74XTPw$lYv`;%9**R#unf{h^ zxi*;-`Er*A-Wg#P&)(X*foVTELUL1c0FF?29c3Le3>EL;-4H0TS|1nFe%>nIMHat$ zl!)r0Pezo^biwW`)z3N4-G)@BY~%%GyWtm$#+eR2HWusWY%O!h-_Aevc~sx7eewA4 zxb=^#a@0@?TNf!%a(C+5Qzchti0JkDS=-RFsgKw{$$HLs%!lu~PxrQ<_glTcIW?H# zPh+JNe?1Gq`6K3uR~O#kKep62Ia5@I$LNUOoxVU4&9JUUJ#qTT(2nUy z_R9Uo@fB`(+nLnvJHg9QmR?>Df13}!BC|2LutyG$-BPt;mCFexcfM?g_&0Z4exH32 zx^9gQGVE=nTC(pUYpNwX9?DCoZ;3(APIopu9_ESXe>5?XyS@rt+0pe)wcH!a*<5!{ z4N=5$zPnQAOs-*G2IvGWTCV7yEehXyVGICv$E-EoXMO&0dx`I27+U302YU(L@() zYG_OJ#g3eq%?oXwbT}sul|O71c{a!!zwz8R;g z;~HstpZuB?itv9Sj8zuJ?Jw?(#-krAX9R1t@#D|R-q_Tz6K5?BRA^ZKnfbnOB5ld8 zeftd+)7QB6bXLVCpc9rlD)y#+*hDU5|D}`_NK2|p`%bwp_PcDiEN`D2i%Zp{n_6C< zVPdvi6F!vZh1WdnP=BYOixTz)(Vp)6Kdhx{{Aqo6nU_Zwps{Dy_KF|y$HKZDuO6Sz zLe(3UCAY2g!KyLm3RSKsV9QzdMHyd@F`LdQj~}_q58K`vACTOtgFgL=q&?vyiiD|} zpWu~}>J-PWKvv1k2C?e`@PMPkvYm8_klbK3o4_I7SivY|r*zd&tnZgDX_>u;3H!C? z&yN>j*z4iIrLXL?QNW}!+EiZp@&#HBuyhD7bZ$ZkT4^M)Zg+S9p7=3v_Sz%ck+rd| zxcU!w%(`4uc{p$^j#)gv!}n1Ee^tVoJ#W~#NqB&z^W(&bq3E2nnunmCK+{5$cBQvl zW1gSn%11isQv5lGym83sS0}D@T|&2PO4zD#mUxWPy7H5+{jlko87mgtxWeDHaGZVH z?NWScQkb=~vJ5)D_z|r~xW4BWtw)gQoUD|Tya?qVocC*+Xk{K}*3c>PRtQ;%)w z5b?(uF(nI%vgGg!r2@1g@*I;d*^q3eK|a-WW3I0j*F%4@?$LsV@RuF5pdm?mhT)f4 z>F9lA)=wPjx&D#<^xUW?gG3K!c1c4T`dS@ZeDk zDrYsT;2*ofHs7*2%5*pV{P7_v1P3PHHJ_$390@JFO55_gRPLb#75f=8wJA$W(N7e( zZRNUPeCYWMp8v9Pmq=p;Vh!icI@h^eoN$DzJ$XWQGg zkauqe?d$(tnCt7`Oz% zUuikVuycw6Vmb!+V}1PqrHeoGQ1^^Yw5DX|<7eE;1m=ap`NvkHu?MvOOn)AMw`gAe zb$R4!6f$w*uA4D_xXC)x;c%$}-s$Z+ea-eW%)FXSzt;?%j$>61FD#xj0_nO=r7Ih_ z?M|jODJfIdZ}Yyi9yMHCQKoP;g2fG9zEAAOtwZ_w>rE3*`H*iU8IdOK8u;0Ke(IC% zBh2u{!krgZN8%-sHQVo`4@WyHHqxaLGJkxfMJ*4vm>VtJwhNt!3~HPFC>)nP9Omsi zWe3t*GUv;OPETAI+4iPbcr=!H?&B{ZQ^Y(|ZJbqhWFGFa4xc(@1*?T-sJPL!6}Hdk zmR9gcYORZ!auF51nZ34c75QrRTD(iIvH_K>pHx#Fg0Rbg!_A2b?%3pcVNlVTbNrcs z-(+K?*Wt5Dng@q08G`Cg)zP9FN8c;7sK#Kmerl3JF8b^qSbt)9G=BHOpiXqoD#Q#o zNq)h$OvOE`eQyPm+s?#@J&}I>BJ*;@r~Kj<{y6#Q*aw-XMk3c^8)#Kdvh6Bbm6KK= zExpGgAKfo7nq_!08msGXZ@N7p8@-OXvBj-00IMq*-c${c!_wvXCuO_NGYiAqeWm-R z;_E+uz8RorfEwccMFmwoGe7!HV+D&toLo^IzsX@8Iy!L8P_2E@_)lSo&z1Uo)M|fq z{Yf2vyn58mZl^7Z*lfV6q{CT!X7p8K8}n_Uc-ndE?OoA&Xu8-vS{8IO1Jkk~y^DKZ zMLJfXGnZ7RuT+Z0S+CA?rk^cE<|$`lGtGVRk2g;b&ONM&pA-&d6St@zV`^j81WTWZ z#X?Jdhc=GXMFE=I=;{>WSMSlfA~DHj_fc~V%6i`yHPIy!=id-(b&lGL@??G$rtc?h zp+wNyH4BXKeVJ74Yj@T#Pg)Gv`?D8e+e%aBS-KW#ceid7)FrLi$*pd&`RckqyMNwB z$v4=;NA`3~#rW!z#s;11$SVC|f}pYO3hh;)G2eYL`&{b%lE7xZV!^~dFXOFv+MbmP z%rbGLpOQ=qn|c+KX<^gIhh>-UIIl$o&6;`MO8S~L^a6@MA@x~34ZFPKxCrIZ8ki9Y=3gN_n@ zy*I1DdrUned)Mnw*Wd`e+7T~}F4ITF>Zj=X9$&CJt;|Y^SAP69X(xIkeQw{b#5k-! z>3ka&+KA-UUyoM*;fqiE9qG+Z)WR)iQqCI{)iR+PExT9jj3+IJ-+sNXH3Hqxd?{ET zgvGP-cGA)=(`5q(kdi9&V}tgUsyorRp*Q-=x+lJvbHX9;y#a z>TE?1nj2rRe~fX{!LiQkTUdX5GJTeBZRREZ3B%CV?x~fyWz$e2yFMWla4`l%4}J`+Vv=~T1!rM)m$t;!11Z`upDHcYSq{0J00s4P1?hYCCR6_hR6n!%S>?n z;+UaN14(Za|6{(dN28$I_H>1l#-a>bn|5!1aD*v)V*|QrW^Zs`XD;a#HvizMRjW~J zmR+Y`=QNyh>s)(7xg2KpHg@kGdy$EX($r2W3da0pwxZu<4bfVS=1+uto{i8d24nCPyrp2yai((6qx7+xsI5_xMg@Lsa_Q=$m===H{gZ93NVsE+3 zz+#g>f9Vz;iH_^|3D#J_!*=p%aon$%UkY*e_oA@lTE~Zco`s!LJ*ZC zF)R0Uxi2nGU%2yVb0c5z}_v^*EN>j=I2*c604Q{Q`(?L$XnvNS-g-fBL z$K|lHtCe}o=w_x@lU=Xt9*Wt#x1p*HqfwyJT3TOtgBMHd3%xI1n|XK0cGNLO_jlQ; zM7+w*UpHky5t326qc?ixG#q`>(zIoO5>A}HTH?#Y24;WN;of;Fk@)9;DSL;MjY576 zQFN7?P12)jeIk2Z?WgCNfP?7!ef{{C`x5Y&OnwBfWU}_W*4cROfrv?09_k~1i_>(OoI^JqX@TRJup7Cj2A)L|HJ`6;5T1>L zz8U)Qvi2kM+}o{|2|hUI&G^;IZewv;x7~5Q@ck@f7 z?AYU!Aa0qR8FMe~6yN^{$xml~*HnaKN2f_r_Mb1KhQ=eBB83c|;Hx=ZIK>l}Fx_lH z1Ln7lRdA8ox*6xk&OGqmQ5NBx4q9NDE!#*7EEi?BrQMR;ikdIJk3A{Grr>s+h&_9H zS0m$PHzI~k4Z)wRX8S)@kjID1@9tDcz0NEwt6CO#Bm^%^8~iaZz!Zh^YJ;$9L19MmZ8>aw=Fp+6$(NZl zdq$=5au^O=TRqjCEipn?Icth2fPmni`h|nIJ>A+pU_UIg6B2&{Q?CyL#dPUsG%@^`f==a{;sSY97@zSUZzeVJ+e$!LK;`FP`gz!lV6G{p1 z4`?3WjEs@-WIwu8(~yN#w8+*i;8=R=mfa|s{ZyTJO=3PyQ_RZF%OvgH)-REjjt#<3 zb472BU95<;bv~P2)oNx`ir>Vjibdg@QW-;n^o-CxvsPNA>#{POR_W&CB+nC;u0hp` zE5+m6$hX^*^+(GlZ$$jxXMXY&0_DlFKAmiZo0I`Fc6G9P`&kgv?Ukc6Yx*~_eWwj1pqdrrPMt9o3gJOZ!oIyE|Sa>u9Nnf zi8T~%FW)ib9E-+S4v_h(?1oF_6cXMUIN)-X??PpImHgzA^5L)76l1HOr|197)j*9O zAJaNx)sOD9&iKOo)C<4McAzQ)n?3SUi|{0!;)y413sAjl`D&A?;W+Q5ua$kI0$%?` zIM7?;22(gUd;7*0;W*W)T4m}iQ*?KKKB-e?J+Z^@F1p-R%I3;Zjv)(;z~fL--jM0?z*!!fh)Ok2ZobaA<~DnGEp*=Gl4N(O*Mmp9{#X`!_BxJhqK+G~*3AL;8yf6T`!NqghY z?I}Y^PNa=K@j73)er1>HO?7g;Mutwvi4)lU4z{!gR)~k{fnPw#@D3Gb>|EHIZ^q=UmR#q0Y)}XL> zfRwN~eM(oya{0_1^$n7ArgS-y1I>_muqJw(Q zsphN`2Duz$a*)SC76&;TRB%wgLG=c;8&qykw?WkgH5){15U;6d%@Wlb)M`+vL7fIw z8q{bIp+S5G(HX>M5Sc+-22mNrWYCa7I~HihtUxpdu^2>R5Qjk&1~C{kV9I*G>MW)g-j4ILAdl{ z`xQ%2DnX$HWfBz0%ur5<1OXC+M-UuAXas=~ghdb(=lAP~pdW&6$bw)9LLmr*APj;a z2s$9>f1vw;-Um7#=zE~+fu0949>{n7vK@;+uLGS9^f}PwK#v0%4&*nG-9T;wnGNJM zkkvp=0~HO_Gfp*Q6)?zUAd`VS2C^8)VW5J6`UR>Ns9m6Pfw~2%7N}VuVu5%?MJtx5 zR-jgaN(Jf^s8XOtfd~cS6NpYAHi5_l;u45TASQu^1lo~6Ghzh}NDzxaBm!{=L?IA^ zKm!8p2Q(khdO+g=Z3i@+ek})sgagtIk!)D1*??998VzVOpviDr%nAe&3`j2^xq#FH z5(`KxAgNF(g(xYYpn!4`a+>8N6Oc+kA^~XxBoToWB2Yp=0RiO$6c123K;Zyo0~8IS zWJn0CogiRc56o5bg!T<;YpaTH^pVrU)f%gOF2fhzn{~w;;kMRND_hWk&1Fr{84}2cDJn(qH z@POX|y8~_q%no=RusYy$py)u)IciSU1O;3Um>lppU~$0VK*5221N8>l4U`+`Hc)M# z*#NNtUQ=kz5^4>!8Ynf;X`s?TqX9w#d;{~=0Ot+uqVnDcnZV9qwDYFGu3yc=nEHGJ)#rk7Fuz+3x zxdLhh#0qE?kSax~grovN1#%h{#d63LP$?i%K%;;}1t?TNLV=toWft2{EbaP9B@jv=lRzXjcpQiX014m`fFpoL0E_?@0Vp=~b41{Wzztad zh5!ly5CRwkAP5`~_#bdT;C;aPfbRj<1D*#M5Aa<-wqp_SI^cA`=YY!rj{^(`_zkcd z;5NW)fY$)40Zs#o2K0=hW~6Z;;4;8ufX4uf0S*HS2J{Q47tk)CTtK&gY5~mxhz0P9 zLMxU~E1*?Csen!al>!v zgMa}6`vK+ytOpnmupMAJ{VWFo!U1$ckPS%kP09a@3I!sCOp4?=nc>`tYZolEvKI&(78V!Plv}ZN)@z8kI0YEKkr?> zGNtxY_G;&i#5wa9Z3+&rWhz$J$(et^jG93?ZQ>Jf_Q$m?!-pU_&#tchY8IGv54U?( zmfplzPYu`H{pkUt(H>8`{AgQRy}eqdh2#{EX^&Znu-&{1g~rY|nHh0qd&S$knGV}r z+6Aa**sCzRoKeW*#k?WyU!3vwkg>6MKHq1;wiv~!Ed9xBxi#dzpi7Xi$&F*md8AtN zyVd!jB_7!8yW8Y*d!De&@y*L?wV}^x8zJ{mb$27aTA)R{UQHN(%@+%e)ceL5 zK4+%Q4eGtSL=Fv@Tt?dr<;*=?pOa&Sj81*v-nX6VOer*))E6*FUgJud0#VWxYVUP;Mfha-sv7PL>%CAE}$V@Q?i+)FF` z3mhWxo7~eMw=Vq1IFJ6+VEJei8eIFD_A!!bO=|IpwZaK=bG8kc6pKGins7?>@n>e{ zR=c9%WT~)|`#Wi$qnUFRH}1neSVcH+!JaL%u+HGp#>qqanC4C;RPf0HJ*h3Pn!wgL zqm%372A`~(fkQ%`9l9r*h;Ke_`91&ZS4KH()A|uIc=15e85Wk+&b4DUP1*cp-ku87!2lHq4 zw}d0F9MIA6vjmNn(3(*lw`TiVF!twpBHk*<8KQ@Ebx?HHbhoxTby(l@d8<=8i=CXKH+sfW9rd7N|>V6eJdXk$*cWlN&!>s>0iV-URcGp^uPnsT1l{# ztjzpISmi|N>Gr=jZ0P%U16`t74rbPpHJOJ92^MA6Dy?&}ZZe*DX#`!FdER(#WoD&H>1@ZITK=$CYvUgN zy3BlKZ7tcL8~lFUs_tGU&o^Q*Z1Yfk6U z{ndWURDHb=i&CAO(mIz+W$~&;w~k-cBhfk48!n29()i*Yjp@e*spBZ6*FOU1p5uG2 zn4nj^RY1oa=F<|KE3>F#nH8qdDr zKM(2}*dij2UKnhr>sxR7!L4ttb=l;ZsPHfT(W{r+Vw!uH5w)unvnw_5jEgHL%$oa! zDXH04>H9+mJvM%6Y06#}#moCX`3$ybVkXIJK9zof`Kfb!=>plVy|Q$H>~WvC18B}z zMGsK%#DO;|Hy@oS_8uhU6@ay#b%$JCQjBGr-yN=hu89xYeb}%>)Dq9=Gx8@4FIZ@dmtKGOuKCy(=J?}0rNr(eEI(_H z@uwD5bn9)ziii%f?(O<^VTH-Vv2s|>p-W%2k;4wszw*c(e(HT6xy#1a)m^%YJy0T5=rL?s6gc4OV{aJ0eog4`)UkVIQ!CSWR+CSdh#& z{_~J;LV_j6ukZ%ZCC1%8a|77Bmm5G~EVqBy3vPdWd)5WA+A6x5KXhhQQ5b5FvHWr^ zzYHA}>KNl8`kR?COOY;7{+L~Un66RY8O5E!^cwCAWaGF2#42$EFc`!g;E^bIfTyRs zE$lW-!XgKMtsi`12zue=Lf1IoJ3N)HaqcGjJ1jIz691T7xviQ1jfoBE^$OP?iyz;e z>S#3o15+^N^Q>L%)`->p-7_X8nTNx^{juI9^q#q8Z28!J+#SBl>9yP{@3-&1I1u=jtjKrmOqKrWKBoHn zxxU@n5!iya&-6*DEE3*U;kct95iNP!wc3@{#GCS;K6&YzX%b_dg3k&#Lx~4%oaF^^OW3U;CJ>?0a#JB`a8`ezk)yU8jC^8FvO^Yq>Lsox}}5 zcq})7-N(2CIGJ$=n5yEu-SMdn&K%R^-*i_S1rI(%*SU}1rbpMg->&pg>$c-yENn9A zyGex*604uJIp~)O4i;6LwCLL%{_I$WHI`dwf#TDC>&7+yU^FL$yTt9}p>Mkn&yjO~ z!uJhpbMZMIf$aBX%Ge)r#OXh|1AG}QNe}R1?}p~I<5{TumzbAVnJ<1&pPPrLM&Sgf zO}p-7IpPjYuUUund~v1x&ZS>;g>ka$>%v_Tskr(}Q}$k;TTH=9mZ1X(s_CNxxO^gq z9zZsiJAlGwakXJyWIZeE3CrHsc_H)i>}3(@(~z;w>7ft$WYO0s+Xr(_>0qO~Yp;K8 zRYr_AcLKuFN9YM`u;KHh;LL`^44olAnA2PCt<*p0i~rcRW_6bTW~47?G^{%riB$R? znx8o`2$%nQcRQ$96GgB29-4c(oBw5Ao`g+v0x9d2j1|^$#Fv}6{WI6zru(xkFX|q7 z-m5|FdE4|}rh4Fch9TEnOff#yyz*#uj2Es`cQ`HIv;emZ9(T93N(M)!Zr9#BEdy_k zE^cRM2xEyZZUFmSp3ni@GT`=~`ik4XYwtp})(JP!Zq-kL>kNa@8kd(vXA`r~)>A#Z zD@s&Y6y!1KOwm0v+&0GW`F&Ak6ga$_p25~`?hGy&aRXrNxB*B7a|aM>qz6Eo^#=GV z8jr&lOoD1eB@9u=_jLyaC84*z#<*@OdB^m1=iD)LvcPQ`%i8OBeawjLmBQX$#dxQb zxZ8Y5b{JCsG3?rxb=%RZO{v+9??&U#zf!Ce;(}2@clcrn`|tb+OSAKJ3yaZ+IgbmB zW=_QVCENktXiAU+3`0s{>;S2EAJ7_!_6-WwzG$!GpHr)M3e^WI7UZaZoQGSI%ng1G zs>7cHT#qja8I42BoOOIdwqw)Qn%4)}{n}VbOp^{EWYHozfMrhH0j>|_4uCdx9+`bk z&VGhR)C2d<73g7YW@l1y6Ir$Ko@dNw8?@ccee50mAng9bKGict5#=b%rzfDJA3;yR zHG>;KUJ^He$snvVsF#o$>RVB~C;}=W|5LpN>NH?_-)6p@Fy{#QVas<{1a$35PzCvgk~PriBf_S0~5eXU*mkIq!&lgTdedX_x`No<|A zsJ43?E+N%@sACvP;Vq+QaLD#0J%jXZ+yJbOa075?<_>T?m)n1tRQuiF&*SjTJM)^Y zqfHT;@u9{wZYYj7)*09+{*HNcu;sVMQeAv=a#HoMXJ42Xs&|EUZk>hOSk+T~KW%vE z)cmKz?+2x!o+q}eE|$sSL&*)wCS-xV!zR_0_l17)osYjMGSx{%V%eLHDL!_<0fF2B z4$1TB{%^-!zx1K}0@@H`;gtW@98Xvg?VEq}77qNB`L1L~1b#AT^?>eMML4}usgf6{ zgHijPYZgm$FuPC1Yx=nr()hp*ZUArm5FNnBbnXCG6;{#%L`kmMo45D{iXXehJV7%N zx$BoZi`8sLzH{X9?O+om8ExAnyW0uhSKA{VziucB*v6dzKFXbdx)wKp>*u%u)LYa2 zS+pgUJ3yPpA)CH22su9ziykCoipp<`H~XhMW04gbj_B`w!|-_bU6ji@_BJ9-~vjmDbWxB<+ZsYM6i!gBjd zHFEnOVA@t{q>Qm&v%hyyLB~ckC3cCQ8*BF(&3XKGUYpZ2Wc_7miv?LY&5&7rCwGY& zDmuWOL8}{g250Vb132x;4M1`+IRM#z$p>!#?DOiwj%QaQX2|YVi*;rw_d;X4(s_AY zY2-GY8UCKRIVY>FLQNCz(7b`f(tj|6ZM7D#iEDkZ#3T8bgzsWFp)qXWN6~P!Y|)IT zxv?r}h)BwvdFe*TO(y5|_2eJ?ik{|-#M5(8TT;-rHJy(5(O#_ug8fBn2Gad^oYNWc z_UUfav8yp&!_FRmeQ~~Ob76-k~=`_J?;SNz2~15FRw>0HE`61&9jhSfQZzoZ`o*9 zt#Wtda&t8F!Qj>YO$qf!Zl5=s4@bKk!|;JRMdyK|1t^SJNt z7a!m#OayQ=69F~ zaW-xi3ZTDtK0L7+TvR{8>s()K6@>QG1YkLSv+9~FTmDjI#DfC^oyPZ%>m4U9@Kt;L zFoLL3+r=euIyBSK7;#7{0v0bya_7uyqR*Jk{{^kdxIq3x=kWyj0l1{HUvy!cER@?O zdpcCVMUNS?3UtEHph(K?cURR*(Eyp3>f9q~Bpg>PTXrZFS$c3X3IgkH`D6lf)PwT@}lJhPt8Vjcc-S!F4vvVt!{ACTeA~%E`HFp zw>*e;+uZgTy?qf%7{nf1lUPs&*)M03trR3OBwoB;26U{D;M1$Lab7jnd>TYqNyDw` zdY^nEpk4RTV#!q=^1BZk%Da!JqwUN`Eori+(30Vne0@{Q0-bL)4%~w3P<4dd*X7@b zQH(heP%$-21ZWe2Enf%$oOKybFcT;3lk6AWD_#Qf`3bA_mEYkDX{0M*)ENRBN4gbW z1fa)~2Noih_5(vWF(4|C7*NDT1gM^(1Yo8XNT!+)ytgC-!nypt9J}h^2UWR_?4~N* z+hDZ$xpx-!(-PxIvTvMKJ*7~o+*}xfbs_GBn@gr(`{A6yy^>_vh?=YGe>Q7)wlr{gtnOA zf>Ot)JhL{G|BjQGlo^zGP;8us_fyphlxocA%$DJfv@Xh}X(`8`v)^``?5Di6Iy#x1 zb)ha689Du{%5i1{%g7^mfPAJE9$=+R@Re5y{_r&YtV`Qn5VKRnoF}{jpdj|n8B2*2 zC{gimJf)@qU*0Ek|96Aq4oNegGCLty*%N{<$a8GO7o5341l-)kg$D>N5`423!Be%Y z6<|@@;gVdU#SrUJU|F7jpF7WoN<_JDp~PwR=;Nc#hT;2>!4x)@rsX!S?zA8@dp1;n-g-p2L9-SN$@3I~WcvmHUI@QrM6H z=D7KgCkumq5_wqbumty7{3-nO?@Rd>aW61RHeD+S=8)!_VN-EGn03`+x0q;@|;sH@k1m7G^@K$ac z)FBPn9#Uq8p630JIbifiOJe%w42=Fzj49ZA3f`!$EHP1^MaT5%?)$q4z|%=$f#p20 zAcc(;53sf)0_esF{uYxG&R-ktjqmzf4l5>c%e%x#(4o~q|M&PVWNQ(V=-u=|-K553 zPzpQFhg7@2KNR#`Q0LF+vk4pr^uzr;BIyaD&|KG(Mg?!w<9T);U_B-eY$+}Z|LEmm zv~}v`PX!uu@WA}ek0Smcllk`NPm&Ju_wL8}ZEV3ffAYcEE$4Yt;d~ok>0?7>c;XQA zlF9HU1Z8LbD^l@At%iR&F-7+P^eU3I`0w+hXt6X|>$`3|q7%Be^@ImE{FrXA{x5)I zjS~+T{7MK$ItalVvrmf{FBui*h*QlPg@Nk<@fMLuLkJnjIUSd41gXEO6W=Z9qhH74 zij2pwv8#52%Uzi*f!J@b@kea86Gi7kqe22+pqvU0o^!lwjo9d}N;nIHx28 zEu7wi&RU7CyZjhZ*Xd!m+c?dQ_R$J zQBsPL8hlQC#RFaoHRAyj2?X!O2snQkQ|1&J_kRa2@^=jLBO^g{^YtMtsv6FB2U@Q? zn?b|@1NNA z?dgn7614D^UfD5!2&p@a8l3YD>A<*DX)0NpXi-7b+x@GG^Bt>Q*6Zr5N$6Mr*S(gDdBUrI;@s;C$`VA$yPss1&n9Rdg(2*CnmHt#yemAtHVr+JalZ>)MEVkH5 znxcJ;6RrsnxbK#|T}Y>tiz)?d@=~&lluqumKbM>FqgB*E&?o z(?>kzpP&=p-v?zoPjy@<70x|eG7MWa0_6A9EvoCDTX+Di*I|iQbR-T7*@5gGazm_~ zs$s_DrZxgKv^Yu#RQ?U&f)7>teJC)wSk2!@%pFskp=NTZrJD#Ci8sdszV9UX_NMy**nfgf*Bi?x z8i2I)o%UgBaRX#{eCvXZv?lAdi1i-w|uHGyC36Hr#z_57jj0Pm%~&NG5pxID%Kgv{sHiegzBm<5J@HETHV%H*RW9PP8<{j}0mWMyr1*Ugj_{ z--$4NMq@4dsg8KxG(XD#Q$+dYVbsD`5#+DM6+%)sgDXEVJEKrVxDxN5sno0iJ;Bd@ z$qO-~rnmAZ%CiE2|F+`#&@COr=8=K(ONo&=HjKlpA6RB{NNOrzT2~ zVmQV%Xml+IZ7Hdq`ZAS@id^`%2Z-sRQ`4oRW3S>-pq1EYO(73l%-VwoB!@)e0fiET zfK)^9d}ntYqxo0@RqvyIxrj%D)B5i(XREHjbW>;i-rj!*^nXN-l~4jcAzD=mf2H_!oWdxUA`o6fs_npcX!)yrsN{^>rv1U)Oz{-y#Oz zF7*kSN}m9%|BtEAXe0+x7302AH5U%gm-Ls~Yat-{m4=rdJ3&Q`89PABaVrUJ3(p%!Qy4;u8pSs|&f1}Ee*&bY zeDf$@SSaTtuCk%NY%06|0@zaP@PMvqih#n8P7}NjE!{H(wQZzr?wY?lO|rrHgfG9u zpLZaaVRj1Td%(R93grK8{dN)2M8jet;5uK)iT$^r<{7czdI}M+$AbvqyFdsW?ht}; zk0aE_N2@_JXHYf5(-2O46t0-hp&Z|%Ey6i#JJ-P(FdsXv?*uzcp9Z z^*IuGv+JO_{txv%mj0Eu++Rbh+qR|a=`_fxniq@ekg0{YfitbK_qfs9WuNh#^i9C~ z=7g60X%!@Yt{)ey?%Rh8w9B)y$1a;qlHOT|fjjKTJ`nFQ9n_Z7~O-tUU z-pxVIV&7M&^ZWwprt-RMsYga)tlHkYm{d?z3lXpyxf2ga6~PF>l{rH2GElQ9e~$^t zpq=}2QGYuetBRO^*t4J1kP~Ab;hGNSDLn4Bbytx3=f6BP{Rd#4Zy!EjcLFhBV2KFO zJ4ggX4H0}tHNn3qbFdEP`3_ar<@$u*xIjC0GJfJ2<#Ri=Dw#?D>c@`6>|?oezCSvi zsBkf^S8jGJJl}nOP94ywmt@j4F)73?S=$?o#K7rU#g8zHBj6g>5Y@-64Tm%JSh$PW z(9?vTm8*Ke&=-2bbQ)a8weQ!%!=mg%m!A9<(}i4DEo+UwO3>5X0#Yo_SjY;9p1=9`I?h3=c@qV!`>f zGXx)y$N6-m^cwtJD7W;{iv@;^&|mHwIZz`wzs8;50CkJf_|@@t2Mjn{*rhNC+S79IRSdkDlg17SL9&+wuK=udJyaOt} zcjQ*GjLDV$QTM(3{8g(wJzC#vY1sL7kq0ZPKX#74V1&R?S zG>3Os!mZ5M4{9R2QH#W0+ap4eP_U}k2YNc_vR^qaxJ6@+3!LZN-AX!Nz`ps%R;ui0 zpk?sx(L$FAuC_2MJx$Dz& zQT8a}t8RIKg#;X9F~tYOILF}wZYmQ24tI%wM;ipcr-k4T9v>fIzIz!`8L!x5G7`p6 zBNWUqFR%qIvSdt{$^Y!oeSUhzVJjb~xA{FPDBpsD8=EHAr_UoniA$>UzFUynk*M;I zbCesNTXS#xli3D`+k-|May+0zDsifncR%v!)*?64rGPhc{@F8>Pse$v8RsMa#o&A$ z?T}cm{4&h^xsIhr%tgTK!|RU@-q=LFuc&5u9WJ3(3D)%QWiQYvsrYNB+niC&QG4^x zl{rXXBb%0abiHF`1;YdW+9lutlDi51_zc18_L7n^rnZpecgT-D>dyw+-=4BGC6n;! z+D(LA@rD9znUbG>&LA;%tjpueuo%!>48|9{n;{m|s}li7^@)IRVJ}<|+D-^Y<@R5W z(Wbn<>$NytTW$_612Vzy+W1fcYwD^^^RJFQA}L?SK?}rPXS5x9Ld_1l@4P{^o;Daltuv|zR)N_ozoGGd zHT3;>2QJ7c;=u(2L7|(U)dWe?a;7G{IYscR^SS$FXK6CyH}g>DuT_Y#a>w+$4SMnd zOXw4FQZ!-};!TIlUDeIs2CE%yqfHC8Z`h$cnyeNR zwguHjonw7`PX$hMkGtMDD2M!-UaBy#nxThb9W;z`09{Qlv2kAw$R{71{IjwH3D~X3 zzAz2}Fw3q;`=*CBSzT~`u6zvVt7Q|ns<~hVFtWE?SDE7sF!1CE@La9~iIC21v^+7W zZ=i;`+w&qy;!XLKdy{gm5a>=ilqDdav59xwGGYK(FYo{}>xXzi@i@VYR}g#vTaLm2 ze;3jarCC)CNr2QJ`Fq(ZXHVF(Fow@Yxq_$F8(D9x_ath5a=CHgr!*8Nyuug6#R=gH zNIP%i0h7i=z+>^txImMG5EM{#`ia?^0rl|9F6U`;*eAimA{Mlwo>n!N+jQbj$2PmP z6P{&!phsJKt!-r+QhLPnMTu+#0{uEs&+m$%VxRGI*uhCVbT#;&62}`k;FqyH^VnYt z)EJaf)$8^mekG$QHRW)y-0O%ZTFFaB|EhJw((7?j*Ey@;^U%Rvi?7zYFIxnaXjV@_9ydS1s!& zV7}#|py(P7YQ0{cs|=RVg5p-6iuNS*h=1qAXXYNHP^5A6k-96I7-W~zN9kxsPWNKj z%dH^U^AiuqeyBtQ+$DHnQ-Y6odgq%S_6Hi%7_QiqWx&Pr7f$pQjlc?5@V+er-hc_{ zcAw5Da7RDyJgTd}Bw=W#244{8poK3`QX>MS+KB+w8-&0Y2*G3L`_U5KwkpVmJN;apjbCMZ@s*blEDnP$a-qG-7`-bjO`wgu52O){@ zL4)+9>*%4+phN3hY!{lDUB&~R-MEJb+_*sq9{3UhS2OBI_XhY#M{d7as9Gz7Svwx< zN#8ZdIb7ayFC-fLtok|=O2g5ei=7b;m>3Att>XhW28aQQ=ZS!P9wHz$f#CggC_F|H zFxU!ZpLse6JCk}7jCq`3eN&44V2w5Sl>U`Ic#I0&W2tnttdECXXjtOplfNDHF18xF zXFkFg*7oBoHICpYyf8m=^*c(4af+1n^FZ2PEcm`lKS58uC4PnFYEw>5oBo(W{|v-V z2AEqfh#+Tg8=Svh@bEbHpCB>G(_F;$IBA??!R@^r8K(O$sHGfpB0IitFgt#|2c@1b z-ja1eiTv%st-TVfH_(B%HtwTgLn!eo^r+m`MxBoHc!0Se5pe%8!7Du?c(K$-JyVh= zsd1ki&?S!mm9^5E^J@)Kl#V?1xsILQs%e~;k{yyS@m8<&ZI zk$xiJcMu`y2$skBNZ%bkW7T^}nUuSD7sM{Y*tc7LWzToOsL)$0AzM0h$i!=YpR*L4 zF?jQ(^%^G<22vT1_Z_y>L;q$q{^Kzi4tBx?CrL=eBDf znmrc^<$KO=_-=WJ9ISp$8o)&qF#MXAt*s56?^`o%bZ|q;LTQ(+HxiN9^S7Q46%WF# z!CQF1I^$18{@`boC)QoF&~2N^Syz_=iME@vZBE!@_}t`spibKxoCeh2 zlnJ|_rj}nnDc=@BpJz3`AY#WHzCdh|2w3<@1f*pBCwL6|`UrmGaaZ;3?jjKRL;v9D zoE2z?*G8l%Nx`kNf)u`9 zeG}(RM~*A1GA{!*@h^RpE*?&YK9OY)Sx2+pm1lZIGSKe?dgdt6muM_&`h}#t53;6j zSi%acub^6Vz#-xT8@xjxz@YuAdNO zv6=!^^FS|Kt_&6_RQsf;!aYPW=r7r}JS z;!{$d29k)tw&DU^`x#syc4h24o$W3XLrN#_iwD<$E}lB}-_QNzP1C^21C*b9BC9|9 z4D&Y7+vk<+ek zBp!jZLf`RfNW&y!n12b4jxt5mowd+{tkWX0G>Ie+AiXiy5oA-CenYAvQ56vNXk7$4FpNu=Hz(mPo#CQ;%{V7X$7wStk zRI2Q}EdL5Qr~5u^7%?J;N=2_<*J#4fL^-Cvne!UShmF;Kk~c!``-lLa;ZZ!m{Tm@D z5F`X@T^c37DndvRmKIp%%_$%a9pq!qvm|{sewg`tr49PNS1$6WHKQZx!PjpBJtS}v z1Gv(O0aDdO09o_D0IUfm{2&Ch(S*RTvzlwMU7GapO~03tNFFTHII2$w90E^?vK?Zb ztcdUA4<^c2IAGRBW-{8h7d>-1?q*%@52D#S_45WqQOx$T*0QodR5*QkyH2?b{0xrJ zJ18lOG{b-o#SDX$5{+7*_WQ@xY?d`C@1snIa;(}=Qak$*@5bUxz!;;Bi zz&z$~>%mMVGTu@3{`1U5l-H|O{Z6JFRWDj$NiH6!J>EqqbT}S`a5IcmL`uVJ*HS!S ztuYY~Xf(FR`BpcAKR9f}AZQ%~3`g&;V7ix+K(pU{v0S|rD3_CbwLU|64$wxZa6#x4 zvOBZ4=ViYfWY+}a3xayM@dfL@hyZc1lX!qzr+r;WlL3jc>Uo?N z$VAqrdepQZN%SS^e)v_dXs~Lj4St@ZkKW1N#Ch8KBAnm- z#WkPi&1*1o$=-}U7Y!GKr{&!{-l2rF9xn3zWE4>CCVPpGjOK4+LVVeW&mxJn17GdU z6Orh(wzyKt%P8ZkI(Wb&$GrT10jY9?pm>-NjH-73HNN-}$hPmf_s(5{6UuEK0~Svq zkvjB`)p>vDV@?aPaC1Y!`)W+8Fj;U^;Km1tb-l(1Fg+pyZexo?z^hn7;Io|&?A_gM zAbY3`n7eY{-Z<$1>vy+&j?GhrLsB;qgm17>?h$GHWA1tiTz@ym>~r6Z82uWHpXist zSlOS3XUvpC?^=&gp9ro&7f5|FD>Vwp{$rBwCF6MHraKn%&s-k8bIGGmVod@JbJB7R z%hE*|oej9)_Fk&S{{*=z^;^~omqB;i=h@#%Nl?GBPg~P&4UJxQ-ly4p1u^f%PHaYw zA^Omg3B#HI^j$6Y>Rp=*L@sL{I&p^w4wtCl0XxTr@PMf|1b?KG;CoYd#*%cXF;b|b zcmUg4HdNj}YW1RR3bNc<-`(m8g)@)ndTTHGB5K#1!o;`I@S8*|aOZoCFL=WojO?(L-|1IRK2WEGbG*B-K zz0Q?%q0kY7%=9v%)ZYGJNOWikY!pK+1zo?|uCwAWV=L5OjqY z5Y}}d6$_#Sycs6~{_=C-0o#WO z`nOhd?NS@e+;UUz4iEzt+5J7IYUoK5+mEHGXokV#kSd2y%&g=Ni+GlO`7ucMiFV!D zyI)b_@45N?G0sS-(-QL)&3r_88qvUDlR*lx^zOq2NBhii!SA1~X>mG{wDr$F&{G-$-thNqpMI#5bn^^N1r#YqL9qN>h-s)q zRU-RJc5v_jvm>!Udz@G>7efSmmm~rXw-S6^E5R2zm$2?|+)w()&Q@-0o&ouZ--_vw z4E+6iL|AZi2Xe&fvWwU)^da$p%nct|K6Ik!wyf<+03d^zkM{k0(d|p=`zu;cqf>iF z*wt$VAaH=Y{Eej?I`&R6(qKax{VIGK+5RdVmKGkSW-=Kgfu3rd@2Bs>c{-0k3*E6g zIPv3bSlnnd>=K@R7b12WK1tHgT(?g_SW{;Ei}GCsh`my}Hf@&=YU-hqy>cra{bPMF zn-(n(X(7pYK*RkvEe}Zxxtn7srlcD`#B%?l+IBfbhJRT?s z0H3_3xVN3o=+ti~+rSqJQ024(9}r`s{NDf!?bzOd2b`vr!2{d`q?!H`IEN8}U5SQ) z=igDj87UxN*xr2#KCF8UNXjY!d(OSqTtxXScduPJanlO)uGs$zF?rOMQ5-ZmiUHeP?x})E z%E5-a2*LGwcU-W`#H`TIW)y;3+djnz$3nVZQ`>mPDEhJ0Z?E%%OXy7Ja^>fJ?I_!{ zugra$A4)GXkl2!$fRw!Y(nw2Ez^Ax?2kg5tj|cQ`HsZXV3x&rhf~3itl;0JM!;zr+ zy5x5$Ky}sd)36j7!tebWVeShAJ=u^*=htp1z-N-{!x?!nXqU$qJc(+fERaVZeh~qq z7!ja8LGU8I1iz==|NGJQ>!9@X6~|s5XCNE>7<{L#0hOzdB{4SbohVsTVJ38s7wj$g z9J_pv3+-b&Jo+N70;-xvI0aUepeX!{!tdBxv}MBhqPDI&dT~jSG^~??Jc@WUZm8EPp4uY?AHR>Vh<(5Q}fY6OTH!KH-8w@ zvy#1n$W;0Vc;<(Zuc7K><%1x!JZ~VDy>SU0ig0hcP;m$j+I+?X?mxH0171oKg6XZ| zIIqL-g^K#lDkL5ISkLnE3S@8;{XMYjH6+V1A&-@2>S-?eh{kF=**L({-5U?^ z<7>hL{%j|BtdKex7jy?We3rYzLGsZ^dgFeg6xOt&y=Mb{fWx}$q}J1Tn5%diRv8|S z0z_`Qub-EO{77O!;+~`U0G?JNpgD>NI1)_ohYq;m{IwNZHnGA{D06W7uE*>RXI#vN zL!WwK;IqP8FYtr|&Gs0bvD2@Gi`FOg%)}1D#I>iX22|f+^ZJyMnY%CKd(Av%ll_4P zFFzmrP!NdHHeYB|+mE92Yb>A6huENAhfJo4>f5ksReD=X7SNz6!Sj_6e1_rYKVi-? zB)PQ8-lE)ka2ugD7kPpykW;^;s8q8xqcoCB4tAZJJlc1feEmQkdj4~CvsSkO$*-mr z^2`aLN8hLM0OoiifcM^i0tK?y7{PDRU}ZnNq)H;$S~NSdx5B-?tVy<=e54-&H7@lM zlmm=^NNp59%0iDGTq1cHi$H4wWdKH5aAA{J;A&3j0Yf-S)QsoEb_g5!oLf z&Irl{30lL;ncmTbXErtuW=@J5kPW7BCC#TS-V6Lkg)M>D0 z?jGZ|vk8qA8*XtZ41tCMpnL`EM|WoVWso&9e>dD8|y;Nx>5fLD_UsHGwJ zrD}rL>6!R58-<~~9}ZmM-`v2l20KbNc%}yWy1|^mKe$o6SNhQsEj!A=rYGxyDBpn0 z1s@67R*(j@uP&w7I*5XLl5LyZ(@SW#fIXG?RWZ~DUR2wI&Y>!Y&WNBvRkU8dT>9;5 z6d3&I<)d0LMylIYa6Yau59eh(cTu_Nbi+1t&LOVac({tyi}l=Bd5F$sFz;(>Nkfx% z(X{jujcB};k0$F^0P2fAR;6bcj~?3lotLJfoWe145)b%Z=!*xO;t|Dpz8?fHw-{w) zx3wA0p5?pngenC>e?)U$ZmWg)#~ITRKZC(rT|bRH;D*LuHhoVWR0M1x$OB&xrSb${ z;2A&!aQ!9%%wNagg1Xm)pryoI?Z%N@P!Z`r&pG1;F3KieEnZr1cR_2j-)Rr3ZMo>? za_<~WsIDkVzvD)~{T~MXd{zdH1@h4~73z?}xoIluRf!I4Be#r`Nf;vQ{89^~JaCv| zbBu1yjfB1(C#lDFUI1+4DcdzkBa|}Ih6}*)2rl?Y74R?!n*r=`yf`awGJJU!YQE(B z9=&nj>i9$}11;-*7s*-gL7q~QGItn4kiY-*3ogz?Byq~fW79$!68~)A0fnwlC;=D= zRmT#7%u9qIJHT=z1bqTc{csCjrOWV@Yc88~z8^}Rvw9vagu-hh;h1CF&!FWL@z*P| z3Q(T3iVv8SvcLzJxe@^hzC^&cD1!HoCwL*(Uh)&U2KeRpC+jO#><+u+FTEjcGlS9l zq7#>o>_KvFcN``JE`ZTChKeR>CN$^Wa{Jp*EAVVEERM>ULymoPDn~CuJ07`!&F3E)RbMzjk8*Z&Z)|>6Y zSoEJOQ1HP1?kxWwr1tH4;^LjFNQky6$$4fP?XY>t9pQ*kj_-em`}UbV%mG?^Tt zJk5^b0jw82@c@l5f}f(gf%7-%EH6g7QfD~(NN zJqMO6A0xYJoZw$wY)kbx7uv%3envy01RQv+Lx%adpp#Kr?9Re#xGiw@BFV%J=x!-e zCsR)%rd4eD`O=yP`q}@nuBo4l)>8OGTiq>@hV;=_4qFRASd><)lR*bPy(onXR>KIv z#GetS>cm|nh4!qO!qs(VgT z!Knm&@;x)Q#6=IEM-=b?7mRX6?SBEGf4|~_SQkQI@>QYrMbm!L4H?ma{qdC`TyL;= z!H$;no^gV;z9=0+GQ-&add4B=tG(|I^GL&yL}I{xGBKd<7!j~*lL#oDA$aw}1pmEL zd55*+C%{TX-|qi=GXy^D-uo_CEC$T(TsX%%z=5tGQnzgj8U_yeekNTpLvWtlt-tI2 zc9P=#?c5C67Xc>Yp0m|+kehFwFb>K~L0b9ZA*wa2$h&js&+$1wWOdh#COxJNwiTSU z)h6QJu%^lmO_bhTlyzYv z3bv}A&bb<3h7@jQ;R1iDbGTsYc~GB6L>MUc&u|}6NrL=rL;g$d&wzGe+iM=f40P=l z?{%e`7-W}wSZ?`d2$FOSjg{n z+-~uO$9Y+WS+_DmB2Nq=AC{H!9ukDU#}4#)}^Kuz;n^4@J;z@k6&caNqHS8y{!1N4g<%Ee>>Fq%WJ<1&~(-%TUxmWth$C{u`O}$?HE+4rD+?W}*)JjzBrfBtS8O}f8@y7XoG?^L(Rzc^=)y7;9R5;C!vv+ak(8x?9-ZIP*^< z9_WfDA73H8GPs=d#}{~-NaG7`EfN7MO1yZ$(5@+5kT^*QX!u_VUcOQWY;N9LNYP#p ze9SB1;e;{pf6u$jv9KS#;HK7aQ;34}#kbFDdYRF}QJYqd;0D-FGCL`A-wZIC_nym# zqMJ|&{da!P8|LVVvbu*{NG>w!>^~titB-uU&Mz>i$3w>MLl0zRjZyV8Yg|CzZH^20 zs8WBnO@4uMMXX1gucw1xUj8i=^EssXvzQ7|ZrM8g^wIl(fMLY{ps=6qR3vKBY)jg& zn}o9J{!p>_$WY$@{pW!P^vEsa0s9mQ!SC%QxZv~2kJ;;ui_n@#HJ|)D9b9Pr;)B*l zU{`VjD143r-E!0HCv84R;G^CfHF-rax~_%~uxuT`2ds`00p$!ucmSg%!T%lnkH?~* z?HCA)4E=g4?JU7jKZoFdJR*1+#fM*3f6$YD z#cZ&#f4K$^sJ_me7g~VXohm!AJv0g6v99LcpL-tJFC?@1eUO7!E%Nw+E}ozGf|y%G zfYcu%;H*6%_++ZG^FRLF>dhqIpD#e6p!IIgxIftWMY7JzdqG>eu#A-#52A~a@ZX?q zga`L$T1;3Jpuo-{lYaR#$SlcXC3C<1fkE2%z}&B|DCzIL@f&Xg(TFQ!#}n!osC4Y! z1Fl6Uv~cRO+mYl_5W@-vgQv97lR0}_;K?Y5^SM$lIbQAMCsjMka~f{H1tQ;Axw%^o zkXL*1H~2PdP>b&NX7TbZimtIpFmCrnu_KWTZv8l)jc* z8d3#_0TOe>fD#uXKwpdq_-0S=h1fYla4yhZPviYE7#^T5>8Xx}7CFu7ld|b>^{C;| z^{ect@V=n5FWn+&CS@+Zb8-en+Ed#E#sx?d{5IvauDS5lL3D`fogg_L-B?<9c@0S= zOl-!VVkPU(XY#%-ynqrE$*i;&oU=9IEQ z-OvC`P_3vli`tWE74B{KaT=nWAa?X!;C3ytPC1Fraq}M1Q~zRq*zOsMJF;HPRCW|? zOo-qCjjBXIPwz6$JMSj=Mc0nNS0YZNX!V9H1@>Wh#p)S7$w;}+yH{h%;)2=(IJV-! zby2tuJ@n=52{+jdf|A677oEg{Bc?<^9GM7cFvJBU%~XQdQ`z-Q>a#d$VNj#mlJ`1b zt7(aCLHeKv`BZlg2%tb|N4r)9N68L{avnj?rR3yB~ zor^~;OwM*<*N;Nr-IsVkiQx-8VDaHNE^vKD2;}Uv9N(-CA_sxvRR zqI!iPK{c~TC^NtBINj@k_!eeo8I@JxuZsyj;7N}+KH!UV6CQBW$N>*13*>6Y{u9Ky z5rPn}i~dXk=V8RNRc|WE8yc$uyzT`U!vrQH>C7R3)?#X9-X;aZlvxzpZ+2$X<=(6~ z^tv2k_6^GVbee-(KvpxaP#IG9xMW%EV~#{0Z#n)>?GobsQ<~?IY>ZxgjQ%1_bpZyJ zOWt!IH$!!ecQIU$BJu(kl&$({lJ1W|eqo^I)xGKPa{r6%N`)`b55sM!pE(l+U4Cjz zvhPF=MT*tedLvQK{!bU&xQquhh7IBTw;+NS<&i3WUjG8T z-4&Jm94>*uR;>4ON<9K6MjuYzw~_E|IahMU{|pK$5xkb?s{&QOneYWEUN`UspDKue z$v;HErEG#PFeG^Ss0gK7nbqK%He(WZ+z0+y>G=#7?v>%=#6 zbnU%JL@C=v_^!jduO-d|&A(p8d0zUPIRA;oOg$j>8`#&CKC@lR1mXOt3r;nQsNq|n zl%s17Vx(uiGOas?#%HcYTajZBrkN$W1T&N~BGXAaO*`d)if$AS;0o8o19A=!0y+91 zT<~3B;;tdv63F*6mg)CqK$(V{O82`l$g-Q+&Q%ZtjIA;c$8P%}ZBf}vlL1OF)7^p( z_%llk*vC%XB%8|gnpV_0S=l2 zh*j2KI{R4(9J`cU7yMorT9?CF@4CDIBbAkA_ZD|3DVkF=sToE;621@Kk@G-WXI|Xm zYkz=Vxa#eErelq`P=OWguMCJgruOLBHOvr&WfFpS?+8KAcyd*!JU!{`3BN?2e}#}$ z{#c@^ho0<_u!HfSXbFns`26;g!FLqspYZ&XeiAAPmp5Eh%0yhs{$Z7u#en1Q7d(L7 zd-W(h01J~g}sgu1F zy%f30epT$y{B@+FFlWeXwwrv3ap;r0IOY38Pem1*yIpV}yYlbGQ1~IFOqRq2TYU(D z&;9)hj*6#97uttTG0YBwdBMeH%3G{tT{U%^E5##-v(??~!FdC+MEad0lFjYt8S7Er zm6&c6Gn{42QQbId5vt>+pY&ov}n z<(xfCJJSL8xf5R^>P9sD_zy#RAqPBP`GPOV>>0!tG>j1eZg+`*yC!)!?-fSy)1Bi7 z+*RdB%1?7naowu`4eRnPT2yB6nz8bCb)*mqqFfx_@yZ1QE{O^*OL{7ltdL#hA{PhS zdu#Y!MjnR>&QhK;(-Gid5{zAVVTpJ?B&)~K*&TG^a)XGa@b?y%>7H!Pch^+;^++0J*=Rc!0(+69ynF9i z3-r-ZY8AUn8w-mL?R(BknWLXymT^J;u322Ld?ernkyt|g7qodw)I9-fK?3A9$AvK?Tkl*8Ts!6c#goTZWjLiXYQIGRj3HOfvsUNYFTX`+daaOGX^!ArpRkl|M=7VtREt^F9UW-c1C& zxYCOU(EcmJ1=WZUXrIlZ*=w-`TN%cp_4%(ri8DrTL4E@^K_A)ny2e7*!SJhlmMLdb z>&b49m{SH%24aBSUt$23X+s1UiI3s|lAj2{$67*Q%Q0~FWc6dsa;d*ORioRIX_Fq4+j7-0a3&#GtgsyBkJaC*Z6N#S6 zsFJuO39W2I06k449&jp~;N@^0D@B$6LT9?!nMg-m#Lf8*7D8Q%Wfrs6GF<7qpZu*V z1)iz}1{Ojj`uj&*p-oDWa^4TIAYmF`fI`j^0se{-cz__yahw+xZNd42>ANj%HIG9{ zI&-&WY#11QU@M+K8wl$@4LXvT@&Uwec=c0--!tIY{lVjPlNs!E(evD&y$Th!{tXk6wq^Y8kvuksXqMfjmEd2Vhr5?=jaf5ll!_zWL+2M zElv`=Xm!}tS}`FKS$A_o%C;WVV7ZT#QHXr=5Yua}P%S_n zd!-J`+`WM;15cVbKjZ}2bMAP6oCOgOyp<5J^?P~#$6KDX)0G$yB5mV5Gn-;w2S=XL zrQ1ZZlb)R|`qO+lA7oCL4n;4gq4uG8sq!`%sJuuF;94ld@CCe4M1ZCv5dd`bxIm+y z5FEOLjXMwihSelY#;4{Y6!mNy_WFAjd_A;$TVL)#vCq^7EybxxEuA{KnJYoC&uC$^ zCPj)Ax9D~=M^hsL-^#9eWbpYjUaUQFk4anzm4aYXa-LUmL6~2J?0WskBBO+k8 z9uY9jqmT3LZwbDpZOTDDSC;fnXi#|XU?t3*ywBL+WC57_sq7C=zKNj4FER|joLr&H z+CNcTb{qV;AES_gqG5GzGiScX0r>OPBx)fQ1~2Yg<9~05u>Fyhdz_3BU8l;y+WHen zEPwLXXVVK%G-DYQAZ>w^XQFWa_GhZA|M4qd7esRzwbGJ9-OYU$ClNZyEjQs>u1LmiyE>uD_+R!`?JX577%OD>FOGW&B2>)duDdxlS79T0od%>~Z9 z2Vci34T$TkG$1%*BoA<)gAyR!#@3_2Y7%k$CqLh(MkpC@d&i`0N4!a|u0rRI6Pr=v zloe}RR$M?LZhslj@Ps9KzoOdcerf4sYr8L<8#NzEW(>?NqPaV$uHOLXQRDomWABwG zJVbwqI#sE<)}6VaefqlUPrEgbJW6f0)2m@WYV@Nj51_NSln1b!I`Kx2!~#;;?0xT# zO_q}-O9#C@S9+D2Z1P^}HzAp-&d21$G(W?n^$T{bJvNV8n18%gSh#>1Z#J;-3hqeO zH#p53VBBCJZ@{GU1K)~rfSz}h00TXG^?D6XZg6Zzi!P!BVI+E`5R-Eu)9r#wM8t=f(mr4T`SB~Nh=w-4;sqd`R@38Ot z&t82qNcES26F$X+lFEq##bZ{rhLU<`506{C&6?hr_VQq>BP)ph`VmR>hP5I4vvwDG z=AI;5UK_WnwJeCdcNzWt(7qEi?L+e$x?P!}+b*QO`-9!|(}v0hlNt`A9{YPO2zVP! zE_8nWy>5voz0^{vztz-~*FWE5G5Znvd(v!5wI%JAt|Und#Cg8PRweZFv81+#AFZU; z{=;*oSG-4mj1$&PZMcxSgs*Summ5P@=;SZgjBy~>`Umg^)c0-48?eMhso%Fish>4+ z#LJ#3C1mQT*g*%Iv+4Nh`Iv_6r(NwTm|vz3*?q*A?>$}4PND9J$9DCJcP3TE1;M-r z!mKL12O0B}2GrQ2G~hLQ2#7eJ}R7Ll?g=oLr&K zWGb2)^+>UeJ4vVi998Sb?@{zxab$x3xuslcNM!eZ{+D?d1j< zgKND$1x#Sye0F@>K(~W_&L)?s8zU-iprJdxMJM{6&Pf^cqFqru^}pnhT`OTJ-T3?4 zk6HEX$Sdl_8}P={NN#{g#ZPZ|fEyi@0C}U=jA*w{UsL#bOVN}KYe>x3`mYS@z9-IU zliqb|w1iB(c%_zW!7O^m)opq9VF!}E+nsmdNUs3ifoeHQ1F97%4G8RF$?LmTnat~N z9Dk)Kzrj7S?U(V6ec|FP(xJ+d)DMlPkpne#OV(~|Om96*?>u(N1=69U?R!nF@0rh^l*Qx$<+1h@R3i| z8%a>a@D4Yp_n-$FDD@qkl=|0dt*GeG-AZ$L%{k$O_#uNNjoJ{o-n(&5i>OscExTmU zs-ufM2EQ=R>EKo0YWo``V~Fv=`%$-7B$Kt>G9NvS zw4k0g7j`qeJS!^pI6@jWlw*=XFJKenw?eKYZ`*M4PY{gycoTdotcy0+g$ zcmD|ew((o_oL0{w?APfeQolB-Glum&L2jijUl4w=J&l>E1n^v|1W0*WC-2`TgEaLmkIp%+ho(h$TX%%E9W!xg^r++XWNb`} z4y)Tz(_!s+1ELRzDZByXQ!x(^tE&V!ad^EtIB<|g_?R`K!*`Z{rkU^`j@KpeYz~U zwWhcDtl(tHhb<(p#m}TK_Xd&?Gq(2MHp7O#u}W;TL>fxclHcaGIopJU4XCF3a>Wp` za);-##~TAk@vD{dF6gfzOAh}t)bi0t`qs^?%8bWD$-EjTJAdyulpe2{@XXtj-P$$T z6+OGl0BW)Qms+mhxlcb{zwyhbhn^2frecW6vxatSlS%Tt%Kxmae1-H`a^l_O@D;Q) zd2ZmUVS`9jFaK(L0~b)6Q!A#Q>l;PWe9j(zIl2?s@nH>bfb@C-Z@`k?Re1f-2TJ|S zH2)_$PjAv^mN(W+9T88gCl#m)j~t*)zx985Hl6*7_J;MPzNaUOv{B%m_LpB1QsrYU z-h=$1r+5zzSS;fW@Q70yP#AWX2iRX{01sf7?z_hCD}Il?Id8 zxY`4*=Cq`F)oI?~!iWpxpT?VFI=oy$e!N}o zrPn8${C?Q^>6V4_h_$)f>R(|YRDbl1z0)(?$cMubyaUzt4d)#gu~%up?UzaemJ*5A z|EE$HUf&|+oFty{${@F|=oTISF^xnAv>fWSVFdZn_}KTtlP&1C`86-RuudV#4)gL? zb#*48-3M<7sCjz`c`nz>U~D!>5my!bK~|P^^etLiD{?1Mi<}E zyjSN=P>JiU*2yDReaUwsUlSkl25j_S!W$4Z zUc>9}Ha^emkEs&qOEce)4mY}fdR}QMv5ow>??ml8#H{|!cABMmWpeZIxw8KJcM*SD+IC7q^Ws!ux~&kCexmz{53J8mh-o0R6{($|xYyZ@61Xr+_Q z12}y#*mhfOpz$AZ`16t2jihhj$;Y)H>E>Lt8e27G#s+%h?a}4-QSYg>kD04a!$i8? zIr3AQ9UkUIn@A3Yp2X!^8S_ILVdsdT& zPab6*==hEddPW0YTf~uC#Jhj18?)%(uuEa5Cp(eQ1xg2&_E$R4@Tby%FH@BUOl|d; z*Z1s`Bi9#6UW^}cYI2Vx$A4K<^QTBo9VqzV{d5}nkh^>C(7sJ+er`;Qhet1y9ZPh+ zUz;_Ad}z30P~APH#P<7uqvpv`q{`FwPa3&?p&fO<&)UL1K}ifZU%YVqV``~$Ke=ze zPq&|G=kAZ^d(fO660h(2NvAe50fByPIlqD_yG4qvIxW@XooQ8gqTg?B9dKJ0{vv&(pn| z>vn8TS3Fxd;K|o^WTemRSC8vNQRh7s8mx>SM`n)beyoMvHsW=p#njX*fpqx!z^=z@ z&m@DEwl{y()}N}@J?pCQ{KK)W4*^@uvII`}9eVgv2h(63C6ux;ppUP%1jb4ovI1eF3>t zf7d?aaUpcSqxrE`KQ!djlYe**O#64>J+O6UkKwWgm>pCa@NI??VA_7AzR?7uw3aR7 z>ChH6zRwK|C;QyoE`9bKN@~0IH!Q4SOYiqtw$NpKEb%M(wr9skCvvvo)Rgnx_KKv= zd^fv*U*k!7l_}dRblOVe?QF-LJsw0)`E9&;W%w#u^OLuc>lc68X3~WH+cgWwnMw`w ziaQLT=R!i|0Az)=hSzsr6gspd{x;D&)zHk|dKEc#FKf+HnoEaTK4@6y;YxbFM!$l% zVW(*QnJxo9FN>!Csv6F#;37uR6YqMeW8E}l+3XPB09!XZ-hkcJGkJh*K}rD2hwEOS z>2ZSix_vB(-W*3P7wh)D>2!!>whr|;Tx|i_eLrEOQJYD$#gRd!Vo5{Rb-P{(4BkwCFFcylg_U$#F3D~@QD0~S#)%*@oUt*T!{as zGrR*89iQpB|wYX*Q`2w7LaeNT9#C=Gl%@l>}J2N!gTUx zqpwYvZFAbWreV9=>3L+-&4%IKYWR`y`EfO`KKnwpK4{X(uSGO5Rf!Fk<$t2h+Jv_n zOcu~9_dV?_bRN?l{i}AJZ8nXbn-zHT+MHA(6}b5=J=$BOJ^Yjay&oz8?)F|1<>uNz z6aL}T=i@Yk9BVbVQ^xapIj(lig`Vnk+F(?ZH@yVY9E;_rS6;VEp@a5aD`}yhLgzod zS0&S!z6{P`2=jQPGO=>CiPg)hbCUmN+S-Q|EIPtl-oh-ikT4&KTBTZ1V zt2O@ZxQaM#bGJBgp8b}q(CF1U!GT;~tn}daV5JB1rYQ|*o~blIbb7<2>f%~)cR0B-R~`3a zM?=k>x2xIjjW&=+M}wU=zqQOUx%fQdA)}4n-_WDUj^AcE6RtLX(=sWJZm6d7Z~W&h zQfNJJxm{)_+OxG%fAK-3{-}NngG;l6TzX9J#(d;B#1I_Z+(ni~5HKpP|2U zlHP1R(mv<*!u|h>g8~mwv(mR|9Rm;2s4K;!m18yPv*m?m6ZO8d)xtT+hS=CE9ngzW zI*@%sX+ZGm{o=oJ1D@Ye0yI9N1n55KR#2np2AYKl(?=9#ttZj0;wzJ(!^us%ulM{X z+tF@4PcfTaFn!l3G&bCqkkY$dKQ|b(j!qi6ImT*v2${dpE3LoNJ`%aW`Ap=H3G|Cu zy@(E(aYVdbuZdr30DTzQS$dbWfP765$8PXQ8c5s!RsysQ+`McRdHr_pjRw3k%O^Xe(~styUqfo#ws%eaafGfNtI|JrdNu9Y z@qX$NdR(M~&aSZ@RyUR&cFu`*SrkP}KOdSEu)Gtw`NDuVV2S5%-he?*?RbC}2b2KG zzP}G1bxSASZ)Pn_+YnF2z0X@~GJ;4J^NL2!49Ns;1epzfJKJn`|_>Ad6_PwdR{7l2M#3#S@A$7f}WMH#vz4Eu8q&>RW z-+SvniDu_+|C~5^A9XAms@i=rkOrnr3A!Pkjv*Jm*`FQ#yFZ=mrv#X}vknhnZ{9xC z;aUmtcf9bq}QCmN;DoBj({WzoCT&h*KN4%OpmaiyU(=Uk7b zHy&M{A^vhBzIs=A1G?Eb@CFQ(&hYyCZz%O!W!yX~PI7-izUBLToAV@*7;bM~@F^&t zIHoOaS-3x%+#J1R)TT;P8L^~goYxvcPIgjy5STiQ_aJ_-(tsvjN&_BtYQgJwFiPU} z-xiHaUi0M?8Pokm=>+T9WSi;L=Qq5@k%4tSq;IyfrEhZ|i>tSOI!OFXKew%z*q^k! zILX#y`F&z?Pw&1%@GLT~+d2Eu5ARTekm>EcXNA#v0S1rt?Q-c!qq@fiHk(Lo3U-`} zIh06-8vA+$jqFFg+9>r$&DQ7j3*u%E?wO#g8Q*Y0l5L;OBss7Cg{a9oIdeKpwaqu# zNLvmSlcq%!lu+qGPHV%8Nwh<+%l@HV5~yKh$5mepoX8s6v%CRse<=-cj!**pZmk4Z zdThbb3{lWzcCJq{;#QKB;`-kcM!zP@44d{@@lQOdUjM?eKEf>e&+zKe!#cW>D$n(K z2j(Uz9q1yCR2mSZbDTHegJ{VEm@QTU7~S2LPxRP_OcloW8{Bj*Q>=BXRq}iq8A=DX zws5hbgKs^{Ir24+oY?3h;cqm%&E&MN_0bm_i%S3o_@ z;!neimQ2eayMo=nyGPc_$zNq*w3>Ya`fkZit6>ifbF%hqxx3vwg_bt4^j+I}HQl%> z@_O8cHstHnT;2eKUwe219F3IvxBPg0kuJ@Sm~tlGLgPH8-^zv?w-PBxe9_K8UvoV< z?e3j^D;Zwz_vOGl|O%Tv&H>IPvcH{pH$? zbv3gO_g}W>c`DH>`0}xmORb!X?a$>LoVb==`8eLr{wYkv@K1#FP`% zEVcDa13TLsmt$Y!>!$6cU77{vn%vHy7Nb^N9P9VeZD0kZ0m~E5@&;s?DgpY;V*yzG zs;62X=sny`^JCN4A&pN^a@u{Be(~y-nium!X7;s8Cp+s-Xqvn&mCie5Q}g)aHiWEI zI_v2Xccl%>`efD))_|!|&S0^r_-iH08a+e)D9v+{rnX;ip6j>@@5%*82-+p=f9mKM3)2reNmIhFKx5A!4y3b*qBm)j@-EJvKF?=>wsT-frT zy~Xr#yM0YbbtCeHF6`E#sTbcCQ^_?`X^WmS- zDN!1~C5}DX9C%5-j?Zem=FuHm<&DbZ_E2ZKDMjhQ+piUQ2X@?58ZaqcX@JEvrGEZL zZT+nwePXLk)jS{AyJ+3Fn?%6B#KRJS>Klr0sJ*cc{zC5!tv7Vui5Y%n8gJ;kq3wpQ z8=7wDxuNBTjvE$k*tcQbhHV>`ZP>M8)z;dy#cWu#Vb6v&8@6m%vSG)D6&p5eNU$Nl zhV&Y;YfG)<8ggq$treNI*pNVC4S6-B)sR&~QVlsZq|}g6!$A%AG@R3LO~Ww_w=|s6 z+$AkCnKT^Ia7V)#4OcWA(Qre<2@MxC6wpvVL-`EVGZfEIJ45L#tDHsIMP@7JmPu?OuZ6T0vRX)LA*X$-mC`~+3kNOS zvvAJBH4Dcq+_G@Wa+j?5D2%`%3wLa!))@;|EF7_L!@>y*7c3O8P`^U?3e_tVuTZ-} z=_;#SMcL&Fg)7vpP_{zV3Pmf_tWdIQRjdRCR+v{|T!m>BhEiV=W+{dcNGu_*gtQW}N=Pap zr-YOeGDc>C?279gwjz~If}AO5(-DC8=-83su7Ats2QPT)T$T>42&=@!ng?2A`FW#E5fMA zOo}2?Db~`!pa^p!jEOKM!jK3vB8-UKgvdmQ5FmzY#fK0cLUahhA;g9d8vg4c{^A}% z2n-=Egs>2zLI?^WCWMfXi3oXp_y^$~gl`a@LHGsX6@*VPK#Wy9g762z8wg(@Jb~~7 z!V3r=V7yiX2>l~?r_+a0Ibq}^Z zSoUDogH=y!(-R3Sda&ogng?4REP1fw!HNeP9wc~>-$8l@*&QTzklR6Or^xKYHaU>k zL0$)G9b|Qo)Im-MDIH{VaL~a$SLU44y5``RgIf+xIqs4ZnM@82Ik@BCjDsrJ5rFsNJA+lT~h_>~e#`4eB;1+n{PIQ?zN-Y*4akRcsUnHkj97 zT!U#1hBcVgU{qr!HIb>*tSAg>FsH$o22&agX)vR~h{jE5Ok@TD8pLN1oS!7B!z*b=ds;t_*C z4BjyK!r%#m9}HeF_`r^7HDJ(xLHh;W7c^hcdqL|3omZL03;Hf-yP)fWrVDy5Xt|){ zf`tqAEm*f;+k#~ab}d-7v^FiV%%TN*7OYvYWxm8 zM!^*YM-<#pWlkuq3knJ-sGp#Gg6gSE@uXEdLFpu`oJ3hB1%(sTO;9#L)dWQo)J#w^ zX;n;R1}2!7U|fP}35F$@m0(n2CMAZ^AGM~;pagRgj7cyh!H@(q5{yXPgv3Nh5FkN( z1mO`xM-UuAYy_dvx?u4x_Xt5?1aT3BMGzH1Py{g%ghWh4#OuR91n&@hL+}j2F9fd; zd_pc_AH^dCe-OMu@CCsW1V0eGK=1*5(rSR9|AF=gx*uqMnrrnw(E32O8Oz6aVK z=z5^(fu3iqR?7n&4=g;e@4&hP+YT%{u8+%s^_z%>KM4BRqs z%5ayA$Ye5b$iN)~XH1zZM(c=y8wO4oxL}}wf%*l?7pPvKc!AmlN*7t>BFZipC|sa! zfwHAc)uL6jK+OUri&n)#U|@lH1;!PaR$y3xSp`NFW>OKk2?Yifm{VX(fhh%s6qr$9 zMByfsX3NV2C=j1OcmmN01Sb%iKxi^pPu%-X7MVa`0&xk1B@mTBPy#Utgd|Kv!aXGL zkH9+u-v~S-@Qc7J0-s1Lai-!Cfj|;Ue$e+p-3M(Slzq_kLDkpN^u;oY zKIr+N=7W|GNSJJ?W^0*aKb09F0Ca%Q0Xzrj9Ds9x%>gve$`@TZ2OI!%fXe|a z2dEr?a)8MJBxfLU&LIbX9Ncm6#=#i}UmRR<@We-mX$nUi{BUr?!3zf`9DHza!NCKU zv>0&Uzk&S*?i-kI;JtzM2F|+-;|+W_u-(9Q1JeyWH?Z8maf8AQ`ZlQBplyS)4Z1d{ z+FF{nSVqwXJsZ?)(6T|v1|1tzY|yX)!3O*q&}+c10l5a;8c=HmW-XSML979<2DBQm zYCx(1rv{W7FlsQU!JYD6^b_a0a>=$Y!9LfoKMr8AxU=idh2!Gsw#zE`ziT!ZOIp zASyGGvdB=%n|v0(uMBEg-jm+X8Bjcm>)ONLLxWRv=n|W(AT}i(=J)zzXsz zh^rv2g0Kp*Du}9#q$+X}DhR3|r-GOYQYr|kAftka%1NjUgbDyEz^4G70(1(%DZr)x znr;deEjS4k08@ZV0W1Zm6o68INdY8fAX3gD1%DLWQSe5~IHOv=D7d2FiS`st6%Hu) zq2Pvs7Ya@&_@Ll|f(QCYivb1x6WCASK7siJ-V<0);5^GPp1^kk+X-AJFrC120?P>; zCn%htZ-TlB+9oKQplgDvsikR(1QbosGeOM+EfbVX&@n;91Pv1qOu#Pzy#(wMkW0WV z0ku?MmLe^KSOQ)NXeD5kfK&ob2`D9ClweSTJqhL{Sd(B(f-MQABxgyAjAjXjB-oK) zMuHUyMkLsfU_ycg2?Qk2k3c>G^$5fx(2hVl$|y%sW;p`k2y`QmjX*U5(Fimnkc?Us zBLRUCoI&sf!4(8g zaHM!i;Ru2s2yP&Ff#3v!4+t(Gcz_x$1`zl^VE=&o1LhBSKVbcU^DD#n0pAB~A8>uZ z^a0NYEFW-upzwjd2kIVZd!X!rt_P}~mZm4>fT9O_9;kVs<$;n1Iv%Kapy2_62lySJ zcYxgiatF8_pmqw(PHd6`h#lZ{fYt$42S^>@bb!(UMh6BR*mGdcfi(xl9N2PT%5j#Q z$Y63{$blUPW*k^?V8nq92PPa?a6rHT{RZS4P;WrI0qq8)n~ZW3WtJNdZa}vI*#=Y_ z5N$xS0m-ICu@Mm1KwblJ4Wu;?)<9MRQH_z*M9zW(K@H?I5Ys?P10fA$G!W4^35{{Y z06+uy48Svh&Hy+A*bG3kN$16ZoP-8|8Ng)#mH|`-KpDVf0Fp5f8Rw9JKL+j?cw^v< zfiDKG7;<69zsQxM1LcRn=m^fd2ya3%D;}zJT`v)(beVGK?4S zUBGq$*9A-$@La%h0mlUj7wB7{Zh^K1$`TOC zCLo)DY67AOXeJ<;v?wMD0u#tfATEKl1i})?N+2pRl9I?!N;}F3N+2hJm;_Q12uUC# zfr!LONUS~pNB|!Jcm&W907n2D0cd2ABA%0EkP!ez02cvR1W*wGMF0~4NW?%yoI?cu z5V%9&4S_QRz7V)V;0fi6!3swR{2*|HzzYH=2z(%LfxrU_&|-jq{{i*~xF2ACfcF8` z2RNTHj1TZV!1e&w156L_Jizh*#{&uv=sTe9fVKn54(K|d>S$>?Vi`pT^c+xgK+6Fo z2Xq`zaX`ZX1PAaNKyLuM0ptd78$fLon2p#}1BeaaHGtLtRs%>4;52~J07e4_4cIea z&VV%o#thgpV9IcojL2X#V900~fDZyL2zVedS_}yAAHaS9 z_W{fY@E*W=0OwJL@c_O9*bd-2faw6916U5=I6&b5eFM}D&^AEX09^xA4J}PW)PSM^ zdIqQ&pk;uP0Xhb#7@%PQf&usipcjB$0CEAi1)vrR%tCCR1BeCS6@XR%Rsl!_;1qyT z07d}@1=tf{PJlH5#st_BU`lY7gvekLU`T)+0cHeP5nx1s4FM(uSP(!!0Q~^u15gh@ zJOJ$gq=Srd5M`DF5Dq{$0NDUk0}u^BGXTk;MKP2S7(iYCaRH0r0FVFUv41@7kH`G+ct0NN$K(8EkMZO2eLS|0$Mx};J|543ckN zkEiYNls%rV$5Zv%r|Ct4r|9wYJf51z)AD#q9#6;PsdzjMkB8v#@H-xQ$HVS;$Q=*2 zHk=ejVHnJcSXZAuh^l+^ucIl`MLNieN(zMAc+|@B=db0jigjJCnB!u zt9Rk@lMFYbtdFOR?M}M6b~-aGs`N^BPu<>Ee&4?BcF*QcpCjiY-8O9>S|@Z%1L}9{ zG+#dOgHPtSgpQ>4>sCF_r}UsUj*oi1P5PFde=)Ippmz%*7JKmeC%)M5<%T;?4E@=+ z0kx`Uvo}i6C7YkMsa7HGis)8%)NQ_j8RA18z|T-wA+3ZwJ8=D(+rQh*YUFFqy8WvC zIY9sEUAM`@JKUO?^)g$NYT__{VToH|@y1&xo33%YYo9srSWGLrVrzT8yw=ynb~i8g zB9Hp^@s9mDgub#L^I?`-4f^ipoWsFeTuAFK#;m?r;`UarH(z1#*^?Qe(av<^lT(+9 z=UI|0^~Pi4KNq`^QS0~yo|gph0ENAk<)uqAO7F+%lI{~nXpT+0<>u4L&aO$dS8mPT zjsNCqT$*is(YEf>*QIW4r_Xqo`D4ACeT$^sSFd)U3(S<|BRZ8XcpzRFMAprFbUFRa z7TMA!3(<;g7dcFneV;r(`(vrt+{cc|K2s-e=Evnt)ZQEURXs*&u)e>4PsAt?8r75a^lXrLvHlij)#1OHI8wosm_W$LYWF7P&o^TP&w)Jtu2%JV z{a*8e`0~M-d&H|Ajhd01{swaw3@mc%aKCs;{gz+dQm>4da@k5nXKk!dai{z3?5Rbu zkMz_9*-I|g=y}JoD;=ui%a^C+{i@M-);LnI@81p0lcv#=3uh9uE#2vsTh6VFw+tW~ zzK-Da^Ij{B-Acw=HJ(Co{7zPW;@Y5xL>z$T!f!c(3=1|X0 z0p3L+zU0l?tnoKTwo6tjXeaZYor@C%9^4jf54d1v+ z6>qrNU9K3~?Qjc`+@Edjvp&m}z8>`PsPDgx=&hDnp4E4F)Ba|y@*fo?d@AYJ2)72HD$jx@^M+^NH(pv*I z9?V}JOlv>Wmx`s)#Gt`2UVob99=^Qq*u2t$l}oAX+J3j*h~6Vf-Dus9AM>5bV%s>r z0e9~N9zZ|X>ed^!Ji@F;leX*qiCYi1{dV8qWxu<3dv5I{eLCrad3s_SPZH(pbEn6F z0d!vT6T03)XX>|liORn!6QfRO#FtM#J*$7juvl`p$Fi0GjESb{wDH*3525sJ-JBg_ za$pdd6E%$oSUznRU%@nBb@s2xE9r))BEO~?{-n5y#ku)&JCWTn7x)HtrdQ4;RuW^>o*rt{XvhZ;yTWzH}V9f5pO54xqR9 z7+-GqId*GAcq#)HIo1%W4k4EPm*^Sib|=AuV)+K*?-r%V^;=4$y1cyJq?l&S2L+Q0 z0aK1$O|DJdXXvWZE4|BJJV=aQuJi;w1P93{3bZ0;s zUv6sMdUf8ArR45hDfD^K0@~fCzeoO(*);TRqpHbv6G-gjG+uwG^#i_q@xc#1qg!mE z4FaupRn6#5dgi&`yfd#i**zeF$8Sz;c>NdRsk%Gl6+E|(I2_JoxBa~0AKd-agj(*i z*k~+OCAD6etlRl|Jh{8r>dCGZBk6#Weim+y{-Bj-?(ed-CP;N0>KVQc4sR%H`y|`L>)_D`(Qi#e+4Y9Ou%| zjZHVzC<-C18@@4+1B|NM`GmZ@&|>rX;^}F0?w|$_BJYi%(YHni4xccH+`cw~Z(w2j zmb`vjzgiFF<%@#c(pzo_BUN7B=)Go+D|P77=$oTBt2@aJp4T|gJ)A6TDGoTgZ5Umu zJ{9wJRxtHGVPKP25<(Z>c+Z!o#2YtwRx_FOXgd4h<&tn3`sKrR$5C^s@U-uNRpFCJ z@H+cJa{aacE_^I6mll?2P7T{l-_E%l+bw?r^;rMLy^Xmq8ImU~lH+d_{@pIh0oGsb z87HrhY;`iJMgMS8GTU_ei1(dnW!5>CYpd`0}}x9}d~IGMQ`&@Xc<0IE?l@ll67%%(?W+^Yr->eoi70m1C#N z_22!xmLo5p64Xq5^2s2berxBo;aS8aYWd0heOT;J@?e`~XL$q9XHDe+ss~@%C@;6_ zPw%w;`RJazM6-?gE%w4~Zi zd4*N0PF+24Un0+!9;J3Q!m00;>XXO6m`lCr*jpdi`QcP814}tTaX_z=^74T<>VB!Y zCWD4744mFIJ(Suy_P9ru`jO4|)R*NAY}=VLNv?mY#^i8$`RFT2hu-BykW%+s#+MWO zQ1Nue%~FK`_*7ayEMdO9yu$Yz zj?Z?iAU0+xb-#ZPryeuBt&2S7(MQhLOHYMQA@+v{HkRw39de?9yxiCFYk%XBd+B(e zy+5CwU>7!X8rQSi=1;DzS|G=-Nk7c`)Km_z*Sv!8oUQQgi_x(c(`K;SlvF8wgTo^A zEe|KD<3@-2YAdrt(uj=?Md}rU|CD3~Z*q93Q^hCHiQo4S{=XoEg*#=&uTa0%kvz9K zn5)wb91}C@N|D)mMk+&|CAw-ub?#*cxj4Z>&rtp13dNL zG&E98;Mu%3CPu1payB{E-bnQi%Pp78=Q)p31v^PU4`_$HbtW6~7a{*G37h=i62s8{ zmaLdsuB2iU{UWun!$Hz{u2yzt>oEPNqPI#A?&}J|G<`v6Zzu@*#)4pNA_(zjg3z;q zAS|ya2&t6>A-u96Jg*`MdesFXhb3JLLHMVZAk?fa2xIFALSTKi%u)~@vvjMWAat-2 zgu^UFHW37KYeCr3ToBw^2tpA{x;BEasI?$8vlT>Pm#rX_v=M~$Z3SUmdqFViz&6Oz zRC_^a>&Q4a?8pjs76eNd7Mvw7S3yW-$5|bXAZ%mFzLOx>b{2%2T?N6rn;;xy$*Q{` zTxUtuLlB}p1i`46Ao#I#lclKMf^f1AYlN2|%=Qum;VsKd?#BZ57leobf)F!M5I(Zx zH%Jh!vJ~MX2)hRhLctJ0=rU9gvRPt0Z{ZnBRY$Oq@@JzqQV?da^n|6=qgZbP1i>zl zHIOACNDx9;`oWUnI6+u4UJzzhYh(&Pd1ut*e%#FXR*|< zFKYx#gFM-Yu+d(~M!BIk+ZEny{~NKPKEqOLHp~}&1;LXI^J$j)v0*l0Lp*o5Abj#; zjbOuklO-QE#O7>>$FL#RVZ%FvrEe@PWW(EOEE^d%#J$+4-eAdtjVxtpRsdOWO$9mTs_go28d56|wY&r4p7tu%yyalA8V1V@aQ-nk?02sUAy~ zEHz}whNbo_bzsS!B~kv*iKU(_d9l==r2#B?vowUIe^{DOE=^?l5SAj#rMWCWkEJM< zB$igQw1%a%EUjZ{JxggUrE60L`zxpYI)X|#E?rrou2T0Jd;OTD*DSqd=^ab&S^CJ* z4=M4oeqaW*)sg&mHgP$4UDs1b%3ES=EBSRXnXL8^oumdYv?sOrBMu+bDZy`K^w>ld<0Q3iq+3lgZ?5ky*}6NMceZ|`L_{r5?dy;drQA>(Emx&vu%7ioWx0C{ z8{1D(Ngw?Ns#Q*zVm)0wm6YDw)LiYp#7V07LtQP|%(SPp>a#(06T?`gj`b3!%+(j1 zhUq318tF@MH$3VY$zkO!s3o1(>MEIO&7D81GIu|AI;@i!`POWUN?xn76!g@INPcIW zETqCWdgIiVOPwUISL*sT_8J`;+P_cVE;@p)fCgKx;yb-C#o0);nrCeQ=Zb2#X%l8;x%clhZhLItwcgG!I*Uvr~*oxh_j4FZ4!8yPvD;Ns;Ex zL;h+)-va$a$#a>LuR3H|xt3L|>|CTaUtTUKFR?9O@*uNfjB)yIWn=^$sn%YTCRRba zl-HKpkt?LiYwYwDSJ-RGtFlX#44SKxl-JE%N{zHPRNGP~>H7e~dV2Zt`ckUDo|7_Y z<1U&xs@P`bJ<59*-?m?jWSP$D6z-MBqHU^nQ$m`uDeTO!2g+-69+FKo+VyBUAHu?} zhHC5Ma#qUgVq~N`!LycKS@tB)`mGvZq}s!?{K_~lL(V68Rxvaw+y6VAr0ha9^Wx zn@Wm2?bIdlK%{i?v{P^CY^qa#Y0Vj@#);HIN*|(UsqFHS%<`?0cX=+`WLfjyjy60b zncF#psY|Z$VaV%jz>d*8o;R1TrG*>QzfQGTO;4#{c)qX`zlG`)&F!}VlUnLz`?_?FN6JA@vqskS}pRCZq|t$V|EMdbe}DZTyQb=>d# zw`4{65`Jrx$KsUT8a;Ss_+9;ity6Yg@%y>q9FuZyZRzq0^(-lGh@P+7x_})FL-BqQ z9pq3DDAAGM#g>`BRL+yt zlKFQ-L&?G4V4PYgRSx$5Id`%vT=~SMObI$XUvh)>N2L_IIw;wrlI?j9ODV*~VSKqc z(^4C`+?+{Rk$i>~|4h_s!CZR`<>|_o(|@j8O0};o43u)5+ao{xeFA>*X9#$GoPf7g z{5xKr_H{`m*7}Q*-%2kFqf%pKoe=FclA*KmIfi_p#iv#W1LyKn>sk{>m9`Imrq(c1 zJ{oSh-cH+v)g|ImetOxkzdQ5Z}_ZQuIuGy zRX%^FvX#pwsXu2i@~vDkpF|5;N!dA;mk8g>mGEhmR#m#srqx&d^_y0%^7lxW)N_{V z7piSCDAke7z4R^Agq8g3=UGp$t-NNr`SWm^o}-GzFKe3E*g3J8d1WOa=1K=k<+V>k znv^5!B&Xegd?uE9aBg1&L0Obsk&c?{jhiEBX7JT<#E3&dCY--a}N@&i^?jJGA0m zGk;mZNM*ybeq-6dw&7XNKJ2~NkY%;!IN&wjaylpmPu*s(jD_SxTMf5zots2jYGXPYeG{5tjY` z9zA#M>mcvHNAH&A@Ab-!#9vcH?#RE_E786-AI-X{ogy53lyyR+hk6Fqs)7GGGE~vt zQiPYYpEP?FyYWfbYu{77*hA?8pCQ=g&q8T;RTpD*mOmd;KACRwk@NEDOkL>BvQPQB ztXy}>o%a1^*!!xp2A7Y?uE{fpM;p27XC8@gUZEom81I~-zBRPmD*W_b7^pOzo!*@c z)J-doQC?bV&m}=iou$5wbUS9ybRCJVG^nWxVoez)6~^1!B}EuIsI$hFk0{?oz6j-g zkU!yWkudh}!Sgw#Tmqd-~dv zxpfjHOKX>&>NS0xrL`8?8v!sCDlhf?%=SbW&!!$U zu$CmgWk%Y6OGyDM{kL4{ z1A_r`lwrJ3ei+%;J`bdcz4S`<_1WHBRsKYhNj5oWu`d$kJCCr7%J>oOL7Y{neM3r~ zVRb609`Ft%$j91!rCUo`zwhy^d6!;Bsyv>}lfRm}!m`WdqkW{hbcFMtuVCK#Iv1;g z%N6kNWLCugx5Ve#pOVbCoAg&Qd1S$#k1R87+c^@QOv{4WscK~_FRquXz$U=eI_hZu z|4w;f`Tw2r%Du6aDUW`1_Ej%qHOme`c0kNg=UwJ~OK8D%?DNM^JltY?~j6C&db<{>q_Q3 z`;AkRH`=L0UQgmvNf0aIQ^}te{FzF&l`6*(CfGdf>ymFuIVNJC=YOw9|8$fefjG-~ z8nSOq*gwPz)4pC|>{2$B(4R^y?cGM$kN?gk=HJWBCFV`po%FkM@A|T-M2ATJKHl1y z`jgBXF3%+DATt-~`v(IXwWXdqqUzixGvW%tX7B0DJQn6eu-qtrY^o&~sRrq^g66z?g6SU>H2Ou@rK(Uk4 zBX%09&9h`Xdy|^*EN$;@q^ilY{KDB&YGcKYnp7(ncCpNgyYl(7+?bcm9&40YgVZ#w zWT@R@P||vpWn~AY88{E8*K^^YgCtVh%#eQC%NgyYBBjnX)y)jM?UAMPXL9tbT&}xf zQCKep5q?my?_XS8lsi-2 z(Q;!bpAm*7QcGp#NH=p~?~Lf?E<|4GAeIxC}v!sY! zC_BnoJ||e%C@U;vm*>{4SYCUcjMQ`abDrd<#mH*qO8OphC|22)E8wfx+WlQptZG}n zfPF13*>*J1l>%xQnr9Z8yUf?gpwaxhpT?Pyb}m6WnVuQlebkxcjft_2+T6h9&rL#K zd($5(*1NKMgw}?JD`| z=V4gDC+rJZ_7A6+1nukeXG*z)cD+KMzt=Myth}}!qWs0FEn3?o#4FcC9?4RPS4Z%< zsI(m`MrvQDUS>nLSxVnz-#|4$dtOk!^U3Sx@}HZLgf2>qbhhMstlj~M^maB*Qq{em z=~HT8$UaEktCuBZJ@PP>@*a6K$<%-BVyjLXQ`J}UJlDN;;{J=t$MkiRF5F>@C%IIW z=pB1QiF7nEl|p~Hw3HUNb#zZk_-1Y>e|01$>B^z*cJdYB7?twb6u)ZQ=Aj%CH4glb zDQR1OejM=2^GI)==eIwG19_fLN-N|%n?NUZ9H~xc!Q`7&T{&2CF}rm+!b;>1(s_xL zz=~AYJ)|GS9+rdtY*1D9#gujTzely)2=Rf(i7~|I@AXz_UuXHU#(a_rtJkzJjvl70 z!>;sq)b(mwd8qQzk_QrmglLyPSNgWQ^(@qe!7h?VsB=BNTzO69gPa5_6Mo&V8sD3@ zTHTcW1c-lmlr@%*0l)0O<@dsPMmgKL;2eLGjr7M68cWw%GG#4vWJ&JHAeQ7W_=mGJ znkD&5eff+04J_Se={rlcSmRw;3T0_OOTSqf!a8!0B@5Pxxh%b9X(a1NK1)4WM^3WT z!+`xD;y&w5B&bFswn0<&R;54o=J)YK(dCBD zUZq9z`(e1fl4=<7j(&NVW|)#bU9xRhT9}d`_3Lq#@yG}r_yVOqAOOE#aQKkgsXxDD zXYXrG)6-D?{*ny~WMBc0fq9@iK|z1-JOz)634xzBB$>JCz_%)Rs3sd0qSNxQIzJ^Y z$|iv%%FCA{cth*g>iz>Bn8=ODh=_eFxcfCmCwWKl4%qK%W=hKj``fgyoV~MQ5aVa;J{S-7wYA<{N(TGNeydsPML%Po ztKVkkf&JR`{2(f-h6xWMgWa#I`QJEEX1%hqIm-NOA!C zRrGBtY~c2LXp6~#yLtE%I_)%%suA2j=-uL|nn~=l<^56zN=hDHeX?}*>xvQlcyY3{ z|BFd%{R^SWXHUUr!h4uuynF;tuYXGOrC<`{F1W?~^Hm<+;<>M>t7rs2%iXcrE@cwS znU2f3_bm?}kTYzf%N@bH7meE(`%Pj=^0T3C*fU(k!^rMY@(AwI-pp}KdlIV%ca{~+ zdxk$KIlq@;9Wa82N={8*nw-E+ZEQFtaXla39oUWSGa11vwK{dzotVJ*nOa0_M+)%a zYqv|dct-HxpPJ{CY`$V~^f$hZZ6@*QrD}1L$-{X53fWZ?tmByeTG4O*2F19?lcM)F zw8QvG{hW8Fl)hlfQ_YuhzL(-W_q_Ohxj*1*8d@oda-5&AJxziPH{ zf8m*xdd_?Za~X4c!oU9|{#k8p`thspaH|J_K2=?BF{UFTZ~11xQ$EtSuv>Ku;I(}1 z=I5$=vAqp1b~C6p;m2gXDzj+b;`IJLS3bscU={34uUvk$;_b8cro%@f9!6=)w6syli+^*I@_ox3_FXdvQjq*fZC5zQ)BYFV+QkRba-q z)lza!^xtTiY3IGt9h3L3@fxz14P-Q93OS0UxR z3&t4dy@2Geg`>D_oAbprM=#(~0EZ8p(80>W`g670M{!;=twF_e=J<8Cdhb)W_F?Qz zGQ_Q+QT%yZe-C4m9?m(O!nH_HQ64+IEbaTM@lo9DXtK+V7f}>6I=GuP-f!m|wYkcFqZ$F!>@de|H*=SEa^!e_vbG9G$Jg=; zMe8kARpIFP((IJmS^1>`N5@xIj@c&Zy)STdd>!WQ*d)(Vj-%siHZO|8&T3eKqvLB; zXT*JPS`tUcm)42Q{6eQZ935Y&i~So9yJg|%_;P4!T9ob zzB?n6n1G|>>(vdXW~R|-935Z1_S-7k?Lu*Md`;gjJ)GqggrnoDXeIlb^VQz?g7JkF zgajGpfcuJ!FGKEd<#nwWaddo5o$qF3(YD6X@#V$&jcI9sDUOb>^yxhZzxp1-7mTlC zpDT0PmTBPV_~P8rowJ;ICytIUMk9gPQuS>(I=()+?z_?2C5EHp>qB;x?70_wI6A(5 z9uCM=4PaHn(eV|`me9ZPI~|UWuirlz{vKa*xR41NZ|WP<4QkA!zXFf3`oYUv(0jG{ z&Ls|fxOM6}bsIj?BWW)EfXfR+7{0xn#%mWXMH*Uk4iU- zPW=9t_cnUSyLM9K#5e2A$b=FhG`g>bWkRtD%>=O)ubayLMkP^iY8GKH@*C=R)-NLV z8g4(>tXEs`g6oun4Bsc^%VWm8TXK{!Z!f1l19v4turVY-%r${{HLD%-!zBURA7Ee+ zNB2}YtZUk7yN?hSGQin3<|9P-ZV$TNWnM}8*2MBQavtBTy6Z292|`i zK~7(W^H*jN$>NEVDl0Rv@ytAJ?ZR$l>-$^#x+WB`GYnpFc@ql6?BvLud%}wg&(ZP3 z3+~*3JqvuSwZeTb!Fo~i`Lo&enEPOa@134PLgT{MV~e^9F_AkF8@(PdVEdZ3$1^_G z!OXX%@l`&g=n$W+`#xq_tt-qP(Z`Idl(EhR!%GbeJBfp?7dw{EaAEl?Z*0HMTtx&% zHOdyyRbif~odZ8oH)0Qt-XDD)YJ+Wm-Pz$2WJ5GJd=%H7swga{<#zAiql__r@VdM@ zb~mBZ?)5Z#N)%)7tEoN}&_XOFN&023Etufib;~O#x?0%DmBpQ@T^N71 zI$~-)5ht0Of)3Qhw_Nk6pmLtRmKFb&6+8t zwTFp_IF%nw{l3J`WlqU)!v0v%$YmP!ydQ+I$vd;Nfm7H!t*j=#L&ew%d_{BM>w1j+ zuHXu_(mH~y9Xg@pd6QTieBEBe@)EI_tC13U=fEREV9yg7xBPVQ^ObI&G|osCKGQsQ zr=JE7k>eFJv3`S{I(yn|Z`L68COJgVpR=C`;CsQ_@Uei%;~Va72u~uk3{xYQt5p-r z?6{j1_3E$;MW@uKsjTF-wus}|$LaB7*u$?ECZ@4_D>-qhJ|KkaQ&?21y?YX`=JIcM}sHFEYsIeM*|-7v)I(+CYaB@gCk{EL-t*jZGulTZQps^6|D2 z6_dmcgRtUtzt)m@>q5$|y0Vk|ttc7T^N$4HUU}!hHcnjQg31N`0ltB9 zNg_-1paz@iX|hw@W!+VMU6L$5@ZeRH=K{DIIWHnW{*$5NNW~2GfAWuExB>#sy%5h8GL=v^%SXaBOq@h_cCA+Ru~jnc~7c2R{<8hVwpqzCVwfcr|Pm{}E2cK8V37jl8t@vK*=1cfN$7 zkM{)N8`;{-j1wk^_SclTbwHRZQBdwobG z*YE@-cmJ5h)J65zTpLWpO^>J?l-?PM7gXQ#_G$Y{T$h#*n^B4+PfM1KnkxE{tIC@v zU+Rw#$rHAec;}sd_?EAIc_OpvdYRuOdzL_ya6Xj9@nBifw-MRpE}y8t)f( zl;Ula^FkXP#fJzrwQ*X*j#5&7$@;If9hv0&yn+R3Hdex*pqwV&RWBKIA@3*~w zdiN8wJ9RFe(96d)4VLO8UTG#*p0Z7S-`s&wMjx-c;(MhT&!7m>AFHazSFmC(vsRr% z!(yS^idFR_o!;%vl~u)LO86cLyAQp@bd!vUBt>(y`$~ql7^4tw-W0yuOy1p z{-f=9!lnMcwLhEjF`iJ(@E47Qt*9#Ril5D-+%`6+Pt)b(UO_u0x{6MM)0B}(>}NRz zSGI1tE!)sZcG@ZCi>f`x;)9B8HZ^qO%w;9CVN>n+FHC+hMq5RQi3!vCO|_FMGQr~K zrz*)jz0~`Uh1-Y+oBJK(rz-ImeWF&iWj*A%+MBu2Y|k(|hobitWj%QLOC#S*$1a>V zf!1l>}6r@?DK|q|}hs#xdukn41WFmxp&t9BXhpYx5K5rh7^Gv+srk zZ$7}9PU@6fO!wm4{V6(%T)nuE<3_a-hjb!1Vr-8*S1KB=8C6_S6#>G>J9k7`*^~JeU^(q_Tp-HHY7Zz42Kfe9}ZsZfq){aA;myq)e+2zo=_)$~bVtnnt~r?)682EDyPou-#EixSloO_0Ys+T2>v0z*Hu7bA zFBwMD%jV~IhghO#c85~a-iya%+)6O<>&2h&$?C|6gky>x<)=*jddV#>4@sK()sgBJ zMeX6Mi;2jcd^u+-8Yw8-X)3! zPR3q*(}DLNoPIZy*nyWGROQp`kH>Cln5`d4>>&A>9Iw7htRfv~etiF+m_^7%o{RmG zScN}StZrW|&_aqei#*_?k09;u6` zaMj}%RlaXLbR-IUw3sjOC zY$-!;A2u(>kLdNuYn&*?mo+|jxwa$- zdnKl=sClB8%vckvu=7L)8KVqzg}u2hpZRBcS&sc9vQvYU6yXWFY!pvwoGF9 z9)2s*!20cqhh*#l?wVf_uEaL`JGAdtJjA1t-v5+md5E7-7VN?TU9r!8bpgsO56KTK ziu|f8qe+99w5Si-6k^qrZDU$1qw#_a1?$5N@f7m--67A(zVn2>dqj$MLp+|mb&=}o zx_F%HI|oBv_j!y{yXzWvT|9Y9=v0<=)lD)pGg69>v?0tyG??|OZsK0Tx9ya4Z4dsa z%!!{Kx?Q)Fy>ROtul5NE_>!*A2L%^3=@Hi%54o=w@Wp?c$$fjn?~8Ltyt@@!uZP9+ z*>4@-_a!+WTd&o#zeM(jYeji0>JrBy%}yHHU&0j&cV(u?UnYeaeOsQXXb{V}3|t<` zU&fv5olFV2%Xq)V7yr+g2DZz@dt(Vj?lKv$>O}9`NGtNf#jHK->kkpR1A^>>kyf~^ zaEIRQE?e^3HrpqCzB>rQh4Xq?mo5IxDgMFgHFP_DcVJm7Yi4(Y+r1c22{C64x@ z93jMJ*YSEmFYfTUsA9L49Y=ey)OU|{YlS0@_M*!83){5Q6AOE>A~4UI$AF1Md$Hrx z${LzBPaN&VFI(jOo$Xmkv=_f>*kqMn;w8~uG?uOw5LF1q(O%pl>o&U%qllAeFAgjg z{n+vRo{_G0T1$7ALf6G^leEp%~; zyp^jviT2{x>l#9>(M=0_QPin?*&_9)B-)GFtKSW6d=N*Xy=e8)*EIER>w;diTEC;wmB0UL?6&QapaNEa*kIS3lKzYO6`K7cVSoDaALH zkPCW|X8j86+CGR_%a>M7F6hOV9QS^05-1_jUJUZt@?-7omIb}YnzS!$O+Yn?_TtsujdwS5l#pmI zTCm6N8sF2huow9)j&$c$u&6Ii>+2ij}+vTlM8y0af!vAKm3mommDAMpaR#8Hty?C7Q zzI*P2LK5x8+Ox{Oahk+KXe;*B&Nsqu^*S4lkd6 zNUruI(O$GSPZA2|OeE1>eA+rZaogJnM|&~Y{o!CH<%cDS_Ts}&FDp+N#F1z(S`P}C zlrJ+R(OwL?dDCz)y9SQ-V(Je!`UuTP679v~Q)kLGYHi5{z38*IruVM16^`~|sd4Qp zjjj+9?L}HQujr6#4kX%(2H6#o7mnHEXfHaY9P6K68$>SXMb_FC2OhgzBp3AJd*6f8 z%?>!)ivbUXkFL-3A<q zi|0wS7sKC#2D7Q2$I)IqdFWk@D~~gY_M#w9LAi~fC5iT;O-nw7%opD9Q-CDC4tm*Glb3pK^jUSxIVyDvI?nnZgsnYFI6q+Op}(2LKy&wn8+ z^>MTprMyeB?9)$>XfJMg{HSck{xFI5qQl3FYpksg<7hA5GY}m6wnm#=(2E&T_{ST~ zdq}hw*&|)rjq3K`XfH~Pm~gr=?;_D&)XpD+S zB+*_}%@%h#?7f9Vd$A~UiJGbB798!x_(m<3jmI~UXfK`;IuD+%vzA1A@rvFetq%@s z@ddr8YPLkQjCLJ~_G0h%dWHHkt4OpLL&t8fTy|y^j`rf9L??aj%qkM?#a(WLCsrgg zkqdgUY~_}=bN85Vv=@6n9k1OU$wL0_MR@YgvE|e!X}NVVs?vdnI;jUxKtD%4E`X+* z`ar1WS-|@%=N>eLkEPmH%w4|)51N+2OX`EB<>2ae7{IG0^mX8Gs$rOep<$2vnTF}3 z%+Z}Qr_mi(p!NRxQ@Ab52%YAi8@sgp!XEb0FQyNwqCQ1{q?b7}Ptd7A7M>lzaad{2 zpu-*N*#UpB*tsX|7=NYrPAFJAZH~?=8=7z^0@(Ggvuz= zq5Z>ROSb-REVg71_2VxJ01vCbp%7>>v{RcKoVJpAYK$za{n*Jdh5&{l1;x+qw5u2Em<~m)NXBb9+Ey`+XJ{Wq&vK zt|0Xf0!GWBj7aRDA4*}V*$QhIwV}>OB=*-fL}IH1c`@#nWGbl8$3 ze}L6Fhs`QW{T~-pi};7bhW7(NH3}9xV8gOt>4W7C)?=_*!D0a9SqiM@98eE&VuCyRv=gpz$ygmEm$L9O@hS)?!a2Gwt{5@))la# z!D<3)5x5ibV3~mx2v!qVU%-MUTNx}Pu>8TwV*n1j3tTJ#I9m!V1F*8e>H%vd0MWa^ zf+s(wfz`F>W`@X|!`7^0P@;bGh8lox;4B?*qyTs>4o6rxz}I0$ek=@(P+l(yo4KIG zE8^#Hn2M%nOCJ>fiKhG3kyJE2w;zVtE2;fqrX_#=ZBc5&z}HS9_-gtmnjZP{>kFXi zpL8tBe=+|#Gp)G--QnW8f`pvJWR5G3FS#=MRX{J_eHzdJ(*{44Ga;G&apk2D zB-3Uz8vax=-O<&s5t8YI?`fAInKs=XF9yl<4NKNdkWBk)EeV2Ty6diK-48&fcTYI8 zb^|h9Xz$5%0g&m)nr}^sfJ{484Y1JzGVM_vgPQ;{t@Gqz)fGUd(^p=;M?eGB-4(|*%v`FeZ*_E4*$K%sI=)!j zj0+%{M#mSW^imZh)9CoxozU9{$uv5?uJZ2kgJc>VUw(I)9zrs`V0^6@s^QrN$TT{> z*0!mwVg_Uy9bdX0$=@NFM#tCtfkifuOrzt=U1aq#J3yuvj4$($!|9MrqvK1~*Ul7@ zX>@$K4z|lcGL4R}E(@)-kW8cFi`?vE4axL^@pV_gKBTx8wgyJ8oJn_A{`3 zwxkfCY4;r=50wF$4ofh7;M&@wTy7I`Y|9q~>_o9a-p$Vn#A5oIRqrxQ3zwQ%oZgeK zTF4qGGGLcqTX^C7jSUj5waOkmt%)%JO~2Uw&2gr)5Gx`Y$~VuM{g956>xj)h>2M) zt*&T_$CQj;JT1?RC+sIZ@A_VqBsN44i^{AyiL^$$=pxS3ghNGg;r6Q27~j`GCdzk! zrcJym*cAYpZqgsAnr(^3R0M?5es$(y`>qeR*lXkwdK9hu3iZasP`rDc*Y*9x3h_&4 ziabdwCtLFY znttWDPXeOp_>@-#rxl9bye z6MO(o7j1sc0ns#BdHwTufTlm&$vi5vq$TC^I9uqWKN6VGvjoOQCj4-J(l|uZ`gD#t z5KS+pZ#^y!(6mh6R!@kgjri-2Ks4=h+ffgq>40iuR@=+$WEJ0!uhIZbi>#mx+`gR? zH{CCBLl~mz8z%-;Aex>m1I+=@v_mXcn+HJC-gU`eA)2;ge|2mfK-2YaBK=dJ-XT{yAq7Zpttlp9L}&9>qXGLCK0y{<>jEb3gY4bgP{n^4z@W4P~@ z*AwY}8u$>)m3^lGnwG+28wZ-y$t7WL4=w{}nrYd-Oe&hLy%IMVkKxUR!4LNxHYe*W zo%Evtnig>tlgn6Sj)%G}-nAc~X||#1bPa%}$AWe--EjwKTCG)XZSVPmWYUl`8${Dz zO0HNZyg!J$2JLxfbLj#Zsk)eM7@+Bat2^G>=v=_*m@1o70#D=Zn}riEhFmgiU)Yp0h->v-TR9LK-1gWc^_ErthsE6oF{EMUGoN1EA^5vs-UNG+olH ztqalg()=qu5KZ&%rVWK?nxe&f1fuE3qmBI#O}9GucR@6rubn*v(e%~Q3;ZVmnl_)z zKLFA6Qh^sQsAxJ)qVWPm(*=a!4_$z!!(8_TKs41#1(X?dq7y;3=UiJ#n5P+ry9-ZKUX!@?$y*h}d*W@N%fM|L)YZ)^{)BVegDcx+ICXgcyE z>nn(+lMQv^X#tuR{JMKHMALmC8ln(Q_xAPu+zQb2>#5*l5KULm%!*6^G+q8fW=||Y z(+e3r1gnrnw5+L#Sw4V|!URMAJ$QybRI+OHfdrj=ZC9zitCFB(q+(e#tt{>T!5rk$O? zuYzd0`QS_ONr0w*>Q-}A+<8VQ>ZUu=12jz&LZKXlX!__tk}O2iDMv}DcUId`&icd4< z830XdOYE(HX!^#qNHav!lV?l_Qi4aYPP#$X(Ks5c_bnzQ+fTmxj zo$4EKjV4ZXs;C44H2p=M-wC2=OuJbMqG@#_M;C~uJ-1A%Ks3E$bFLLc(+V@@J0Y5W z^eo+26QJov#&r%N08LNnKHGN$py|C0`KKY8b`u^KhG_cx(L174G=1T+$9{;WCwQ~( zK{TzWMJ|#CXgbivK|*@u9yy?3>>?!WOIUXlI?9jS!|y#1wS#E-OpQ<&MAN>mrx_ud z_TlK*r2x=${4tR&I6%`@KZ=_nn&#%nnNenmCVy@Z_ug=jLd;~V)a_x3#{F|loTzB} zX2rTo5KTYvD$asvdcB!aEkx51IiG((H0_bNatRMW)6q8`^Yhf*BqciTM@vuJ5sMvM zJJ;0R#7(kqdO$S2M?~N$MALgW6(~S7Z5)+Va~+`Rf|`BNs{xv34s!Gi0BG7KRy-u& zh!=VJtz^)z5P+s#cb%0FIpT#oM~oeZXxhiWOdO)=%o7*FAes&eKC*_2rtd6Gjs|G@ z=04wJZvmPf^@ufp%YTVv;)%>+chM&}x1M4g=D&oO?z>e7(e$3#y^|14-?*0&4$<_u z@Nv5mfTo?8rN2!9G~K>iQQnQP$)#xKb@MQc6S+(HWKMOg`Vyp9#lrL z9OyE_4NZiUA)3}|Vij)%XqvLmwG^W1MZ8K(DZ^{T=QUAaMc<^679uLL>YGl8z+hOVw%rK z8ZCgP(O#75Yv~xf<3OUlXqqY|xOa;Zxu6%%_D^Pn12m2HB7>Dq+@7}qB-)FIq>Vn) z2pW@UFA`Qktt$YUMthNaE&TyjfTq!2j68CSGT}qGlV~p*ryqLM0?;(tivnRvpGMT4 zl4vjPO{u-UJS&bwdy!QBwE?1Ov=@a2YElOPnqJV0H!IR zAMde8I{}(Td$C-{!uFGT5sCJqnUut=9YE6ydQtC&!>kxU(`YZ=IAIyKYGnzD_Tq`X z1-TGSqrG^%Y{zDZrqNzxPu{a#9-!$3y=b{zUIU_Ov=?u%i{(HxjrQVh)k{vI08OL4 zxOuZm14PqkFIr2!J6PiR7a3PjULFKQj%GX&8z+KXBIBehgC zjr3yF>}bdafTq!2q;+2s$Pdu;f?nj^W7!DNG}?=m@4lZD0caZS#cy<3T7m#gqrE7i zK2y07plP%h?-&ez9~6^lFJ3Rt9_|5X z8tp~FZ24$yfTq!239lkR(`YY# z*cc+E2+%azi(f6T9w`K9dOc6V zZ3h(H0GdX7F?0W@HWf{yy;v<2rU212+KX|AXU<~)O{2ZollG_`qG_}ji-I>qKs1f^ zqTDK_B#5RL^x`?iL4|JsO{2Z2*15GAqG_}j2bGo9&0Km&qP-}4vq;VzplP%h&xrY3 zxdSx4pcjw5dcq6QG}?=u)<<@w05pyEVmh1dl_G$q(Oxu_e)H@*cOr@QVvpt`-UxuE z(O#t8^33lkMAK+5F21aM1)^!R7j;~1E*AkbjrQW$gcRd1HVqu@MS)GzmJm&&y|`B5 zg%Cv33wm+wq{rTPfTq!2eA;TVK^>rJv={jtmTrV-8tui2AM62k08OL4XwSFyO^9+3 zxu6#>(0%H71kg0vi(WUJaEPYSUfgu(+$k}DrqNyu(*7Y2(KOnNVxLZq>;-5V?L}cJ z3NPDsfTq!2^s^Sd0?{I^+V-G}?>&XKtK;Xd3NBOnWpOqG_}jqf}WMjq&679tpVn- zi|WmG1`ti7z4+~{*2g6PO{2Z|nDssP(zsP5+KXG3#3w;Cy`UE#&7__4xX*;6y_hvj zd+2#B6ZyLr|3K4m35&qV@PBGd_!?_IN2w2+vce;!j!-YDum3Qm4X;Ck!CC5>)LrVs zria1hJeocR{-(e9GZjs*A47LOFW6ytjozm2&mH_PHO+NYdG6JH3dT`29o31d=|2qX zoSLS-;#vjxlYd)5$fh+9Q9l&wfx;>p)DIB8c%Bw@H*N`d;8+!0&a>%1&cB{x({k3z z|9bTHegoyXqqjeYvIx;xD$kvEKX{v)E!HBqLXasD3=)+V7o7W> zY2sr4si?W>t|^BZ>|$KQ*aL6)Pee`cdTQ=o|9zfyg&XyAAXvVbdBgdC-W#!`x%Vrs z&HegYQ72!V`?P`MtZA9TGGv(q!UT)J_ml&5d+vpjDB#+PdO-gl9}~i;={U@(pVhxl zv(9w{;^3dBS;t9H6?N{p%>PkE-2*;1P*Kx?|BK)&My~*i11w&!gu#NE`Y>3ObKpPl zaA^37&Y57n1Zxni8L+qkNR|al2doQV1%s6dRx?;Xz!Cs3c|TZAU?qW74;DE8m_`h^ zWKFOf!Gdr9pA~gFxHIMRckI*ronr)dfCH?JU@3#;0M;Y0-hs6Z+=)wIrGeE377Mr| zvS68kpfWFKusHhezWvEr5t>a$Z!6%!}$%^P-yDc}`SU&5LSJ=Q&X= znLH<|f$yP;YHYs}Ra6I#lu<=B8E-Hrs?9<$s;H*DX6yn*b;Z41o1v(#nCPO4>W_TC zf}yBx7y4ESMRk-!9~~6cOE&Pf!b7Mpau@GN0-{=oRG@>R+WQK}VkoK~-)7!V0ixRI zeOx#c)n#l}(NI)N3|cda08uULZEZyr)m9tsctTMf;o84xGZ59>OcAG{sK%FU?1Q4( zE9!f%H4xRj4vR;jsIJb4ora=XBKqqsD5^tQAH9O2+BT9t7K&=0@i4vp2q>!ey0fN3QN1FHy#k7Ao0x8XD5@(;e^H>QUR!#0GZfXiiv=2?s9wg)8Usc3 z6|JUcP*hKpYeqp)T^bqf0Y&wt&yytY)o1s)J%XZoP+yk=it0|vGUae6s*85KdIClD@h{Empr}rH&w2}rYF5790w}8a z_hBVaRJ+Ad;&#v_ggVpD5}Wrnp4MlZc z*IgYbsvpX4r;6%|_mmq@R4?6OFakxj{Ecj?s1CZ{NC!oAvSD`;6x9;iTvSmVpL6OP zRa6(7Zl#Lq9fBF~2vit1DCbV5*6t3(R?KT$n` z|Es8uofp;U_}V`&s?qV~KQkw)(eZW2bxu^H^&17Kv9j3FUiD>X;4%z7+(j^_5?stjgBvc>$hv5s7A+^kFD4j zD5}x%wP^586BO0x_>$j0S^`BiI==XqSW_NDQH_qTISCPPt;j<21;D-58hM#q^`cfM#op;EuM8yRHNhT z*0_Nk6x9pHSC~ad4;0nt_`2J}{1S?4bbKY(*5yM{jgGH(rx;VAs7A+^&X-Hap{Pd3 z*N3%9FQ|u5qvOlh?f!Qts?qWF`v=3{;|mqlT#3{Mp+0dq9$r!pp?)6+FK^p|e+@{W z{=O~D6+7ysN(*R0cj~1Zd@}V_>Lqv`U~pcw$J{M`>bTIk{_z9l-=6wR+8;l8{_UxY zp8dyduF5~Qsi#o8wat~43iuHiz6tjKpMz@Ye*x73D$oD_1=WxKo1mKM{}NP(qoDf7 zwC8^W)l&ZjsQ!U~>a(x@GpN@3?}F;$^K+p3?L4SH$nB?|0z&C@h_k{cpg;OA)q>O9#o&12h~sJLAB+- zf$B^1pqhRjRNtEi)sN;ub?`i>)|m&@b@QP5FaoMO=0SDOJgB}i530Y-gKELwp!(T7 zsLq-P)&29JT4^3sOU;AoslGW-ZTssY6;zAQgX*=<=0Np;@EoW%n+MfdRdb;F@U}Tn zZOAqUs?TlV3ZQ~&$F~DiP`&@|N*xHQbuTqjLA8~`9H^!l^V5T%dVlUD6;!jOx>G^* zRG-F92&(IJc*-HD{?6h-1=Z`;o7{w;`na*$J_xF7?)FeY^`29O#Sm2cA8>Gmp!(Zo z)j3e@l60C6g6fLTwXKE#R12;?y%>V(<+&la2LRQ_wca1g0igQKo%UT2RJ(aqZXX7q z`tfq1%MjrsEE*Y)) z7z#jj^A&%)Dgdf=-VAPrpn7G71LK4t zs5TM)p0o*oYTdiuF$n-vhw5%I76G7o)=tE!0f1`VC&u_b0IJ(fxH858s1_0NEtiF$ zn!n$+7=Y@gmjxyeR2RC0oHGZYnmx*oZv_C=@An_*p)>(deeN5N)KvhguNo(~?ggOw zQ5o}o2&&_bQ>yI&sFvYP(s~R)HK&P87zEX3*`L>o0#Kb;rYq(MKy|d2I%^*Q)nA{j zdg%y2bqME^6j1=GZ={x5K~SBXbkyey0M*4?8dS9asNQMLnFT@h@ohLo<}5sgnmOw9 z8UU(K_h<7Z0#IGAtbbV>fa>KUM^oPbP%W_J{Z$C6mku!=w+5hkfU&>a9)RkW4dUGp zR4=Jsv#lS1>O0TF1zG{9ekppHE)am~s+eSREdZ+bwbv&=P_6E>`2YmfHha~XAgGqx zK@mL%LA8?7J2wcbA08riLr{HMkkk4p0M*lHDVCl9R9lse74rj7t!;SS^CbY)uR_d@ zGy_mA`lRL9LwBenokXX9nY z69804-g=!z0#I#4naUk^0-!p#?Asy(0IH8$Tj|ZVXOfn}Ir|`}UY6Ec_ZWcc;$*1< zB>+@g2C`?o2B126ugk4S0IJhEEGRel11YS|xy8W2?T9G(!3grJ(qNL&koYU_#3itrR_#>PTj2&(txw0Q~v zP@VTIm4Kjn>5(2u2&$6@w>y^tQ2l&BWG(d+>h5eU2&%g}v`#=!EupMh1wpmF5tj!9 z)i?dlrZEFhT_Rt`2|=~UVp<&tsxufas!~C9m3=}K1l9g0eZD|Y-O^Pz1wr*!gGOBl zs+C@jwL?(7eA{t81^}ubb&AMCP@U`JBLYG7&}kM1X#lFpPcL;LsP240qX0p5#0f$J zf@)Vy3=R8Xz<;DtB@)e){+^dYD=m9W?i zK{X?`gb#vh3#ILK5L9~@G*VBYW;3(i1wr*_KW`QU)!z=zP(igRnfnBSYR&i~oDfte z?X=zsL3J(B%nd>H%|lug2&yeaXDPZ6RGVYH=OL)RKVg&vLG?gzVlxEQKVO$VIRrp8 z=DVC7g6btSI`1K<<`yr|g`oQVM%6`=090FT&+CDpdYQzv5D2P&Rq)a908nk28odgF z>L(lww;-slnOVIVf@&Wc%^eU_d-+pl1|g{4|I8sDg6aytqG$-JqjwcvhM+oW?e)_T zRC`=rX$nELOnUBmO#rHEDQCpe0H_vOwTKylYV$TH3ka&q9|sykP#xAymO@bd$W^@( zf@)%Qrym5>_v>T%y#S~-{b?`-LG=^L=PSJsR5QH!(g{Izu}@wX1l9J(HY!0-J*eJ! z5rXRA6)l?}sJ?n(yE6pU9B(!shM-#Wp+F!6)l*Mmv>>PsjM_*A)xMtP_7GGT$#0{A zYC{zkBM7Q}A7A5zpt`nnNPr5eTMeBKK~UYea;y-7>X2<&%OI$pu^SSFpt{Oz<^lxO zKWn$1hoJghGm9Gp)k~tBsHaeeK0de-f@(5oNC|@KP@6k)5LDMY*1v+F`k7PZM+mC7 z$-H!cpjv`crwD@TxY%AdDyTl}dpMj5s_pPX2&(x!@p=fV%TMyJ07so+U&=X`K~TLl zBa91z>K(L$VGvY{gq>=Ip!%d)nL7m4Texo)Ku|r_`AHsvYX3f#N(icD>ir`jsP1a6 zp+HdW(Kv4aoP1Fd2YIZX^DF~_+Vv{2ws9y47nE(XUH@>r^ zLQrk#xiY^UW)M`*w3lW=P#yLzk^zEhk!|h`5LAayeoaGAofr}k2|@LVym%_8 zmX5Xj4nehlo7)_y-nMzyZV0N|Y;5x(sAiA4I1WMeqOBYkAgH!jRo(zWwb6CWLH7S|eoYG8I&pikoeMpt^&54+8|%d9hc)uiB)v$ni7?s%!o9xc?1QqrLbWRHME4 zKMtzVUi_~>HQI~+r=a?GFa8Cp(O&!ws?lCVLG|xm{0*wnUi=NJ(OK{eWoqw}B| z?Zw}q8tuj3pc?JPQ}dvDK`;IrsHUF>)o3sN2GwXU{#T$H?Zy9VP>uHDZ%~c);%`um z_TsvEP`#iRe}ihY7yITxHQI|^^Pn2-#owSB?Zwmcpn5?sYR!Xcv=;;BK{eWo;XCF) zHQI}%ujW8C+KVht=Roy>UNnuDqk?L*7j+Xvsh}F|#UYwGP>uHDz(rvys78BH@rn=? zRHMCk_twN5s78A+U)Q$-f@-uEW!5&ng`gVk#p^-suOO&KdvU_nBMyRUv=@tyUAzrJ z^@3iUtnqJvpc?JPRJzzmVF0SpUR-|E=aT>c)o3qnJ)DsPK{eWopHfzNOaM^5pcfxm zRWE~}8tuhfxa=SV)o3qT9=xkp3qUp6iz&MwU4oz*?L~$HdJKYUv==E8LHblsjrL;L z$fy$p)o3qv=N{MwK{eWoHJTTkdjY6MdvQqratQ?0XfJ+9-Czen^@3hp!f-7m41j91 z7jG5cx(-1#+KXm!Z9))KqrJ%S!k1kMfNHcC`#5wQAgEr@i;MSk=s{48_F^}ayl@i$ z)o3rSR5|GYK{eWo4Qo6$LQswN;*}q=tcd_rqrJG5qUs?m2tYO3ix1nF??F(F_Toyh z`uFtXfQbhK{eWoCfnJyA*e=saX>Ixn-!iyjrL-_SF1Gy)o3ps-y3`xf@-uE zX}&U7od%#9?M09E)1?qpqrJFQdUGlS)eCwtTu43!osA_z61E3o1MHff85eTXm^y0Its#*|KqrK?imtye%fNHcCgBa4+6a!F=_Tt9% ziOmpHqrKQ@;UXFaKsDNn`9b``R8WofqPYvdF9g+SFO~+xc$NZCjrL+|ruE)g0IJbm zbT)}~grFMjMLBOCJqW57^x_5uH+u-G(O%r1rzinIHQI|OcWUZDP>uFtoY#g_2&&Ou z%*igJg6ajmxKW92Ej)!9?L}tJ+{zySRHMDPQIgvZf@-uEWvkUqA*e=sahJ>hE3pc?H(OyKcT2&&OuG#U`AgPFoB>N?M2Fw?_&^D zqrLcGllv+Ns?lCtywcPMg6ajm=yG}Meh8}3UW|7gJODxU?_T@^RI?f}9;B;q{R3t~ zP|ey$eJIpOc@YzRP%rhGdOTIn+@&u#r};JYa_)iCPH;U>s(ZmBr~f3?X_wI*rz_}= zKLC9H{8PtH|FJ_Q)mA_0ndsiki|XB!IkGzkTj4p>>(3}7=TQIQS^p5#n&40VQ&hKg zP(Ku^sIF+IUiY>sGShX#%Ukf}i)~xMn?;jZ%~;X(dA`L#Bjy3?XyIWZKD?sS=JnBy*+) zQHD|x9#lG~P#h{l=Gy0E$Pn+n_E}rCd$xFf&;S3v*Y*C+b=}>obG~csd#|29J6S0Tyl%R+j5w3C^EqU=g}l{T z7_N?-@L6|ffs&eFp|6wnkHpn#IB~U_ARu2!NwCC2OIx6=prIuQAM2zq2p_1Xmg2Qp z!%sdjBcpaUYr6a=AU6G>R@YWBWn%+C)ITvr2E=}W%W1Oo*a1%6XEDt6&NrSj6spR( z5Vm&3Pay1oSF(Nq9+r94>L=!Z7Q(i3ktK;{bs1k|^-8KCkoSU^7Ful;zLPPC3{X}R z(3joR6~6TnSnE5j5G1_u^iYhYYhl%pwtc;zTu)iU+K1D!Toarh8NTLkD)Vdv3G&Xc zWeH+1x8H~<=52sI>KoH33{Rb>DO1daCu3_cMW(Mxw4mIN!K`aVT??~z+3Dn=n4#cY zhpHZ|Oqu#I>umQvj!@MJ%>OzNTyrozu$Evfm<$xKoC6pZ^#{W_s_}Eb*MaQ;I{_9C zb{gyqSTfiJur#ntuf$amk z3ib-DDFDj|Y&uvtSSr{vFl_*q`+zM0!!Pbi;2hPR!C)mQIX5T_0~-%EA8ZZSaWEVy zX2YL>y#gx-lY)H)0|cL8#kIj3fmwmMfsF@S0=5uF$Hz!Jgoz}i8e ziHg>+5GZIuq}{=0g6#&&0{aMN4TQBX*g>$Tg0^i8x-mbMh_usH5-j(1QiI&o#$ft* z?`3vOeR&l@Z&hU-Wp#*BL(oaJr;c)CC^nH{)zi+(uxkCg)+x2IYHi;PCQr5OeZjYH zPTK`>Ws1fEtM`sQ(XjZcs$#PI{(Br=2)vDGzbCtCsboATGwsjW>2fzF~ zIH%Z_Dk&={CYZyKDPXT-9_Z`zV~NdYVXamFPgM0SM{(Ehl@dwtNM!NW+qqlki%X~uIgbKlgjKN zSGAhc2_{$dAnm10uId~1Mv7*Tt6F!SfXP*T|C!oJoU7Wu^WnpPLaypB2OoIgT-7%w zmomAkGhcdG<6PC6Hjk5VuIl&0H#51aGYcNNFuAIOhTVw9xvFP8k7ROHCqJ5zk8@Qk zZXM3#skw;9S+dy|(CJvf6chr;;x~RvV=azxNQx>VT;|dSJ48*=pzLBS2Q`HOVbf0J7S< zuhpW7Kvo}cSh6V?$m&4j@CBHx9?`0q0Vb<0W>(vn16i$X-g^K;R=eCiri{sIG~0V{ zM=&l_xt$?CI}iqsXHt9o=o zY4gcIRyXtT?t;ncy+a<}z`3gXB~*rEvf5a&Ojdu)IB^M+)${lGF=X|#4R;u_x_=*PHA7a% z%wC&^$?7uOH7hY${U+3QGtN~_ZM{4PlhsqaN{TR9JwT!7QA}1ljqlO|lhu2^-}xd0 zvbtPIKfq+Q8H-mFUWCW_hYj9z@DIMn5=F&If%(sZK6MYC(czpXwk}fn5>>F zAIOl^6Ef1*VX|8IdZ8oERc$e87DHCwruPiMWVN>2#Yvc~p0TW&A*&sqxxQt{>i#`G zp1@@F${{`sS$)|*J{ptNJ=~)wVzTsa4<$)%SXCHh?dc(1rb8BN?(*WWVY2#0^J%RxS&fp6YmwFL^fkaR#vkXZ=1yOW zz9~$>xvII-*GSWs9dWK|?)0@2y#_(r?0F{ z7st$iT-Ds^>%q3ENjO(EcluJZIP+Zra#eGuFCVGTo!yYDnmc`Uy&0Et4(F=oPG1k- z={&}{s=3owrB6-~&Q;BwzKlBUWO7w=r?0%B*9ACNHFx^DW0Kw&=c=wZeK{PSorcM3 z?({Y7C0r; zhZ0OybEmI$7hdIKvYI=6c{!Ah$7D5k`dT>i!?$@rR@a-pqP>@#!eljf`Z}}V`czC- zbEhx6M;dlGS2cI~dU$?pTTE7Sr!TZec^W3G>rG!X2E4w9$!hNOwc~;A4NO*Zr!Pk> zoy(Z4=1yOwyC%hBvYI=6mG;VAfXQm^^p(7L+e09$yCClLwLDR*&;iJ5?)1f;8{+9J zMXPDAhe`_8%!LMX&0lEAlI) z*W5*<=Q@+t^xa^so+{}GC{6jMi5W%mxJhWY53G72i17V`$P#50_?asH2_=37kT#g+ z;s07~CMFum3j%ai+bZ;RuKfel)F2K3Un4)+}NRa(I0?_iH# z`3Rr0M@1DOCR(`?^8OPvZ7P11kMboUQ?oLMs&@Ht{G`Zhv;;$jsnvqLR})% zCBo)J*qk)jg6LWhT??YqBRV~z(KI zLxeV@!Hz`Nk?1-ST}PtpNOZPDXG?UpL}yEMwnS&gyiY|L*pZFLP9_*=M=ILMguyal zR20!A5nVRXl@Xm>C)t7wI+6A|k@h-~_BxUFh%SoJ!Tgg%gxN$`Muc*mNrRn9gPlo( zok@e8NrOZeMRZ9-mrZnKL?>rY+OsD;WDo6)gxk*p?MZ|7q(LH#BElpr#4n;NBRV+; z7xtLL9&5-kCK4TMWmBfy%k`2R+|L_gqya~*V6#yRn0u;D8`hfRqgafKT@JqaSW?=j zAT2S`LUx0C=YpXgis3z-1%nn0ZKId0e%@F1`!S^-2h#99%&|XaJ^VhbA5+Y`01uv& z743otsw?zo&I9ajc^V6tyVJN8ftOSF%}PwEq+Hop{RS)j$jGxnL{#jyqo)n@_yz7LCsZmg223c+faFbQ}%d{GZ*344T1cEp#wB5R@ZN3 zh*%|pPhS}Od-@Hz_4UOmO+wW-XvnT-{RQ$N>c$G{kU*XJ9*qgVd#&(O;7PvvJufyY~hD*pu)f08C3nvnMC&6 z0W~z7+;*A&sqYoMGXz`V8&jx2?Eek*(C_G}?+^gn@IP9EUswUQeb(1n0gAbu%ihLi z1zcaNLLEID@UQB*I@!HSIsQqSTY>$bFCg}FZeVmHp*dX{; zj@7Zf$odBKzdxh04YQta0qp0jX9KLOSO3v_4IOmjw5CE_QSIpYJI) zFxJ-%=xa5&8Rt|JWkg zeGqRI|0^foY&>k|u%53oiN0pE8mhp4&h>l?;Of`_>+0){7VqT{TbbQN*v9KN_M`WI zIv=ogSY#VG4 zbr=4lEyRA#^$qCjpCgH@95tgOM5x5|;o5hANci5LJ@+J_5mVO>w6H#0ffU;8t~w7s zVaS(zfk!HkRlDp5jW3IkyYg(0O3-J$3%PY1^cxqeU%lRpMi!bo_Zx!0^aNRU-uvNbjsLBu2z@k43UBx}HNg|_)9 zFY(WI6D-9jXovg0p6)_aP(7|?LO6|{DtRjuh0(|@Qz7}nRvIOEUMSo*C?CyqOB;U; z^d?=uq+J1hj(B}!$t_?qnmJY`-=xvV88f1-s2eo;Jk4Taza{x-(aV8)1FgiUdP3Zz zMFWIrc)LbP%atVP^omv*s)`a+@a#dC=JFCW_ef}|>i&FGa^%DJa?szqwD0R+4Efi-9bk>KF5jFnP>7CX#Hp0;lb{C{ zC-0oyD?tX6jtbIuOOSWZR`+jeL&D=XcQ?+n5u+p3`#fU@!H|tw{cX@~2@2`c`Oin$ z60|w5q+9e23HmUk`Q%%j3(&aTFR0@SJBpE}6n>sEM2K2#ymCM0s|4-IIY0N?CkcuQ zzA-N7g9HuOuA}BQyZ{N#p^QzoV$|kJ;`Bf-A&U59H~+J_6zO;zDY0lTMbCoVc4yHP?EL=}F2z2=G(jZb<%PcK7?t}gL&rY=emou#+NqqG1G-~2}BV;3<> zDmiGRJz9tig$X^!lu1$VlU`ZbkEKW`ShiMp&rVNXmd(Wb(IQ-!T7QOeQNNBUXZK?P5OuFZB7qx*AvZf*RB5Sf-Lf9co1 z63v@D+GDC~CAxPjuydzgm8f9b$MFxH?jY-v=L@u)#AsOdnX^t4g{Wd*uX$s_Dp9eI z!xM*1l@t;cs5RTawi0Qib-gsA%^fthtA|;1FEN4{Aj@a65VbilXrA+oO0;-y%vblR zm8kc%gxT*VRH8!(7l*V}xPuN4D=o1^VpOj4xMcPeA^K*JU%s$kC3>LcaU;HWC8|2o zEPuCCCE7XQ^5`CA1!#`pX}k>&ic{tk7-i0e!O-x>` z{ltjM(J-1b2j+?JvGT(XN>Q{Vb-?r(DT;lxYe3*0DRP-Pwo++U0cx~h-THU^VU1Tm zKl^d65c#Q2y7XY36lLx;tELRsNYTtr6N<+LOVLZYSv$^p7oZb9-|nio!)|uq95rj6 z5S>KEJFFr~2F=S~XdWeyO#fH@*a5A`q?b`1)mZB}z#Z6|l zmZDakMpNgtlp@Wd)nSxI0qTCd)5la#F>-vP6tjG>5M38pzB{WfMNQm`eU7QZ-qNIH z`v*!=WV3~uDp>Uirp6|jgEkBlqkzdieIf&eC|fr|JG)YX-tK8~u2>>L(Oq5roGK(p ztPmL2=Vd;c=MeX~{~*}!Pql3twM2-lW;It9J(8fAEw=uAXRFG`pU*IB?cAc^iRDeK{j$jW6EykBc0h- zyTuF^qsPk|$1GebL=&Qt_1C3H(6Ey;S5}^tAi?l;JFX{5kZW~VUP@{{YVQ#e-*bo< zjjY-c?zs#=Ld)2owudF?wyApP@q-eC#uzL+xL<-2o*md?8J~|HY}Of^4SFhV-4{*W zZ~E@&1n$oTy?Lu9 zxp5&9G^nrPmzk?1Xx#VLGmldeG^DM`Rnd-oG_Wc^As6&9ujh-Gtq`KHuWhu#=S$F> zHy)`|=1EYXW}By3b0rj7mSNneIy4`R+HTap_fRovetmo2Rx2T(3uVnrCQFdW)6ZRd zk_279)3j*o1PN;H|9;V_mHB8`z@kIPL9gzaG%f-3#amyDpD;p#+zJg%{Dw=A$*Lpw z3_iaigN6-C?)y+;Pxpm;Mm(Rb8zXWBN%@-Wu&BoxX6m z6a@_not}@RnvZ%-h6=A1xb8a(6>jxCrJDwa)tQ+??Ou12pcBWNugQSJYs8tQsmK1v zM=s}lIwygC{D`Tk=D|YLNjXiNYb`K}O?8b#(O3M`!L_pY(-- z3I#3Y7KT9uW8KJObK6LeWAORiS*_uC?^y6U$4G+8C%r${1x_fI>76ij8ZJhD6ZN{i z1$~y+@=;Mb64d=AwNMWHl2@^<+clG*3H~b&3Hs)v!z<%&E&{zcSbafnNFH)hZk|Ga zH8`Kpu?fDUDnS8Rg2mKF6$#q1{rl{(PWi}ULh7Mds9jptdd6I@vG%dNNMEhHhyyx z@Yb1h=*JHE$YxHp*%#2ee0Z&?9wJ0dmSs{oW-n_i>dv2 z+r~lR?wcK7eN|wh*t0or7F5{pCtYXVmd8BJ?%(!3o^{ z`^#@L?tz|iH9vRh`cWEP_DdWj0)KUe`Q_W-53aMyIPpP*#2z+F@EW-5xf|St3Koie z(v0@g=t&bbz0Tk(pQl`N0)J+Om42B-gfzEQ&G!Yp%kn<%w?V(=+Up5vyJ@t*cct0` z@GJW04U&RSS$^<=_gfK#4%+m}84MLv9Giz-feH>={1zPCPNVJ-=jj{Z74;Tcy#;S- zd+ETJ7b0Y^UM;y7=)d=#&>;!*+rn0sX2WUs@?f9LFW?m_uXG&k;Ok>eg5t5!= zJH`_9@ohYOqd{*tw&+6FP|%Ory>)gdMWc*2{%?-J8|CXt+ZC3G(0#u~Wlf>N0V>RA zEmY{U`Kaxq)ij!@Xtkx)8X9egmb9M$-hN=4FwKV|lzrDB;??M(Wycc(97@Iku(qVrOu~EjP;|D zUqu+@kOhTOW9PKqQ(*VGb*oX%H4!>=cR*Pc%#4$!wzqVK3YPk}%LNl?6nSKVKzSmK zLc@~dLcxD@S`}cGB|_b@@3+YYeT*Q!nHuOjOzC*O+LuO`S`BzScN~r0YQHl74F2f6 zIT}YYMW}SQ_wK!*Uui(S+Ho7E(m8*rmu(ykYcS}5hx`~CZL}OUDFVE6zZYwq(?w`n zMn=GFsPJIytGnAl-_5`BVlQtRebWABa1MO0z)dFxjiQm`Uw*r!sUqYdSCQHi^y}U^ zRE+|Cppjs^?r<8Fp*JVDfwyj4KG|jjjhv`md77CQL}=N=?E*EZ5PvP(&;TkF&-nhJ zkr$0xTtoB2z#oWF`qmLHM!V>~Ns2uuLWO06^$XzW*HO}Yd?6g1hUqrfwiraCpd*`K zodo}UMn$#PU>cdl#m|pT79sy*r$$DD{*qfp$qvvTHoA~L(St_Ri;})aUqWHst_@WY zp0K-}Pwtw22Da+osKg~^si=|iDH^RES==iO*jGWOblzV6VK8H={j;0NR;e13ge zgjT)ZJJuHT;pI#T>^*p zq><1#x^UYu5gPq%Oj~@)HQn&=h#{c=Xn4PaBGnzn;JQZM9`FvddfV~PfX|^u+g)Ns z=!)r*@mrxnDX+&fyfdoolA zKjnBu(3wU7c2r0gdzc_H6tlmAzxz=1^uQqz8l{|4B!rXFd%a?}=zxCPsZ~8H>|nxL zdb-8dPB0XUZ>x-g`j@>Y7Ka`bA-|hZ2HQX%@jbBkGMtp2acu1FV@snq%Z9hF0^c$H z0~L808u;^e<2@@5h|uX}x2lFhg|O<+`{qG~=0}=XiEL;jYWMxs{El!8*jSzD3>EdC zoe5pBA9hQJ$stWa|L%z1qc)&-c{tU?w*ySQJ>H$H2ERG}-O-y+zxUE8qtF=GEmbQr z^58UF`BC-J95}01$)y~E-&@h>&Z`6G1lBZi{itzu3RFDT*erkFJ`vKr6LcvIDtKJ% zsJRR(Oq~_7eXk{rIy;P<>;m;}wdgvb3DgsfIbfX`EkYkF!q*H2{n$opbS*${?f35D za0?psz4%!DBY4*fW%sT@eUDF)Q*ZW)&{^lT16nnL3L%@j>I_!5x1a~m+t@YnrIo#IIzR>vDXS`p={ALWl zyZ-Dz;6eU3`{DoE`jGyr`HJCJ_X<|`?`&YT;G+L@1piS$KZA?70kPj(@XZ7NL{I&L zS@Fj{&JM+|2J|=jx^NM94gRJ=9k__qvt9qIdRF)SJB5q6ZbnhL+CX9MHyA?Sa2 z!4(wo?1K0zK%O9Y(Z7t}G_(T01s8D}V`70|_=5e1`kFc6cenW84e0ONul2PfcMTdC zp5HnR_|;%pT?5Nzk0`%RAOGgcu?s+KAgr%D{OUixIBn=S`>!8+{-5nBHn6%qHT_3V z{bJYtWBo5}mu!%KzfItLNM7=r$DJkJ0+g3W#l(^?V)hYol9tHf`|CpAEKwZSj}p z19k;i|DUZ$&3r&syyn`vfd%|u4VHB1PbV+#M8FQhzuaLp69+rGd_2+BX3k}$a0`~p z74h*zPYee<*#X}xaJeF0p2*o>;%{*iZsBscB0iqzP-$M%iwf|yABQXA z-$&NriYQnhA5XM>fcbE_B0iod;>y}st7u6*u85B(I&ZXPJ+&c6!hl7!xgtKE z$o90H{k_kUdR!47PxScEozu2v(t2DGFHiJ%o!7-!01&ub5g$+V>SJE$$Utd5u85B( z>U&c^#B;B-7FR^cz#=}LXii>_`!RraaJeEro+zNtjN<7}rS-TXKAtF+s<4Sar(B7G zI9w4QPo$qYBsIEyWj(Hlk0;ue(TVX+5rpk0;t5TYl~Qet=&%ToEr%bS}N=^aX3B^|&HFo+$g$ z>WRKHr1iKWKAtH1^{_I3FQ9dRE23Di2y;bzJkfUJy!b8Mr1iKWKAxy>S^v=VHh}kW zxFTMjXvBzV-`}f2L>#V&k0;uhaePYqN=ZGgh>s_7jc;+*^${>B9Il9$C(=Gts?ZmB zA1+tK#}j?tI`n88z_ZY{O|f7R;fnZpq6@B1UiOXzR)oV9@$p10 zcCEh^2)GZIE8^verY7#Fo&vlNmn-7qiRP@IlBzUWQjaU*<%%c*7V+^!>#SBBREwqSaYcMQ(JaxFs_-TpVGr1n?d%SH#N`-TTn_>DK`G znw`TH@$p0{j$54aDPE8^pcb_P!m+~N%+1&1r* z<%yzh&R^~aoDY{P;^T?tZoBz(9AG|Nu85B(lF#XAy96*FE?30M6Wu&J`E{ZP@Piz# zh>s`o)%to)-5vM?4p+p-6Kx79?!OW+ABqKwSgweVCwkT9`>@7<`Ea=+KAvdFn+3f6KCJOD5sE?30I6D{ameR)3xoDTyQ)#8fyc%s76CxSA-b+}v+A5XMq zd|_@czs^K&nQoM1-K5EE8^pc)T}9=%`t%MsN~k=iuibau1E}Uu6q1RjkPx74NNltd>sra;T&F_XcGVhg2XPqU`(NpR_jd zshXp@a($WY5|w8=M<^>%jbL?~f$4&^05br?&+Rb+GX`r1W(sBwW(fw*ossJZW(U?8 ztP5B-upVIe**-XM7qC8H{lM^3ay-BWf(-^63N{>UB-kk2{AehQ1sezU2iQcgsbKiw zKr_H*3*-+fJ*SRAF%B#d>?|05K2QqSIk59!7r-uprGnwKotMDU!7{)y!7hVc0m}lr z3WlH3lMR*&mJfCZ>@L_nutKmRu=`*Sz{EJY$U`VR0xJe90V@T24E6-=W2$urFX=^m6F0*)VmqyVM}rUa%8rUIr4rUs@i7`n8(o^lf?Y753`D7#U(A|CH1VC;D7L%AiG z5m*~AcD&7?%#ODWl-coifO0pm9$-De*ztCSGCSS_pv;c97nI3(Tj2r!+wqgIcb?YC9@5;HnLs`O5yS;7N$z3ikul? zVr(Nvb!`L-hFz>?La3dmUb_*J<*E0Flx*_PNmlw|{BXLA;m({q^|g|!GI{DXRhXt> ztAK>@U*-=TqVYyYwlrgi4f4n`>FE&FJw&03Nu`?M4EgFmGDSNLD5~MPjd@y~zpry* zVq)zz5+uxX(qf+=g`fYX&ph`H-f6`=5iY6ZzLq?-?^)=}omx-R6(+_P8?=Z_zc6ac z5~B`@>BR}Ic1@`rDDj?WcfE?GNORxhOtr}Qvgjachn{{W*ThHD2SkbtG;|K8lNFJ> zvhjL)?yK2oire0(^z7$;w{7-S>`7tu6#Ks1`>@QWTU1sd!`bB#=M`*RlAkyX zy{-lz@TKaG9{06ewx6i#xJgw$BVcfX{hFA&>2E)pS&iy)n{9{<2$6uug5kF!PyU$p gzA>Fn0{WqsEf{tt5)rAu#zQ0H)h33G+R^F%2XT`=1poj5 delta 714642 zcmeFad3+O9*EpWcWRjVrEh%fd(Ui3yOAwSoTPEz4MM7DuEE2#aAWPT_f-Q7PJ{TpxPf8RO3XxM<8q=k-efnR10oJHJ0LFCSCBk@DEF0#D6 z&|y?<-iUjL_0wuNjryR&H~Bgbx@Ohk_r@*Rr>G1lwN+-Fc2;HTt`?b|(%*1E#4hoD z_<{-znb<~1rlTMex*B${>JC-^SY3JkAFJp79cDYmL%9B)BoC8{s*4e&g=6@)CFE7HM`Qr@TrY8q)VnQSvR*`-dIvN zLYT^@LDk7?yi)c3b>1TF4l;1M$aX`VMN)w097Jy0b1#YU=_I5 zMAlHniipAB4`!vGvXr{*><0F<#V7dE(xKWodOsZ=YgL=4e%F%yGleE^v}x5RnV9qR zfI0(2QrTad&DXBbkXgU+2*aY813lqi>^s80kmL)71?2H8t&z_%YCWY%#C|YZ;zTS~ zW@$yry#c2Oty|9%dm9rb@ z{NC63AsxtCC**IGjjXUaoc%=QOnas3!IlEt>`J8LA*EgQ~4YP?~&0A8}KAK$cs%I zWGUG0V%?IX)lsFy{%ZF)&Ip~1CpEYADHfhR+sfK#RKm2EmY&xVv({kYH$01vq#TZN z4r?REv2+@hSc(r0gfSJ_8i}0OisN({C2b1g5k<61KSBrl$hEeD?Oy>ZT))-ecb}(t zFme^(0jXRhSR1Y0!Ukzq23cD((*N8E-OpO$I}zfus%%E8*v z#6BfGn>^fJxYrY?e8WAspx4Gq5v4%U^GPijTcQx;ww@rp{@|MucN2q`bM^I<}mVox$U}oY}{G`wWalIZ9AYgP`}o`6KX5N zwf-wz(tB(9_o{jFSWqbEGk)glG4m{16T!@vnr;P|1WG)uBda#19p?%zli)Q))=}~H z;03;6s1mq7@UK~vhV@0w@5u=LaHVt}Y4939hnSyB6pI!Oe3-cJ0frTI9nlO~(^gu3 ziLAaXh(-3sP5sYY;y-6%!I+WA2664Cf6rO|0o@2yeyZ4b?OI*x3g5u$Ro1;)k*6Ul zY|c7CRV*Da^K&ei}wIdPJ4~a{EbhMC`(5Hyam|~JjdDy0*0LcyKUJ-J(!I0SNTjg=|dMB~xO|HTvJ1rt{6-G+nEs zjJdj#C!q5WIm!cN7TW}4G&$Exm&-SPg3X+9*qC0PMlYUWU{oh(|3#%$DpUAnXXz?a z+A?1{!CH>I!4`&?T|ztZafWUR*WqV6Y*eBM5_E^3=xu}&G{5^imMKN^Tj^Aj7y^wv zg=I?A{DY^VyfH-8eYkE0;%pos?cwdDdV+8_`D~^j`ezK3p69}B zX|X`rlD9!oWy(~(s<{x7(d0F|$#aK0sjhYyK`OXh>eAcdKwD(v zYD#~gJd}4N(Bh^(CXu(tWApqQAea)N*dJ#^^-TWK`3T6*6b##o%=Zl962pK4?Q;jY zm8r|-GFlNwF9yxJ8pYvB5q%t;D6G(TJEx#S3yOCZV%rvDNqO-cTPPJ&Dwo==f{=W5 zoln*$o~O--`8EC>hObsW&KTB`$*#GE)@^EA4@ZEg)S9-~h~I1QzeZEsIU7oT=;T{1 zsaY(TO%8=X%|!-sNSEHc;dusXw{nM8V<0E4^G&1*vmUEl#B)QxkazSLj=CVq#0f2y zlHk`pCF4?dGfag%`iL-!xIdR{E!#VvEnax8SD>LH(&!U&fyAB4BWn8#iLbH^ zCk-y~GH>gYNs@AeQn*`ikjj~Yo~*4E8zSdSQ6F1hc%)u8um_UT1Hxu5XDG?o zuVB9Xb@wTxa3K&;+GkW|6YJfQ#7zvLUd;r=H%Ed=;$~-4p$$u5;R}8Rak>%9jdIdP zV(%&vr22=GgrVApi1}^3-Jpe&En6o3FQKZ1{-+!NL*c9D>b3XRr5_Ai7o zG9yh_Tzlws5|xtoYw1pkSJs%be_ldb z4=ve{uCsaqBCD3St7E5nrCDzn#MRCrTb;@bhBZyU$fw<$@hLdk6N1h3Giwi8RrywarOmd8U;&DU>-^C9JNwFgrceyB1hm* zRDyN^Nz8#J#qZA}GmYZg#JxuFsoIH+IA4yIj87=&xo9{^=k()4(^yxoP6L3&+ioZW zQB3WNd@wDW4UN_uJ!QDWEsCh1>%>>+MuwYUO=v!$ZgTA5HWZq%TE?GK*9f(qK!A}Z z;1uGPN-GK#JhVwG_T*D%38YJqPcWq}WK$8_WKw^P1QdmLxk;CireS37Wue%gF;uW| z{td$fQS0C95I)nArco7pk|dQIxyZ>}p?j=)f8a6JFVNF# zJ%@$H?I}&8tK^_OE^u5*(T?;#dqQ_v>j`Axf(bxpz%C|U;G6KGB2Xv_7g1?NT}7tA zuWUZ5xbl?RC>2>kk0ALoGvfplYJk%1QC^#DYuRwX_eJDee1hlwKE(X6V7|lEgYj-f zqH2ORDr_|xyTW``NfLYjc?7EBS#y9FBoRjs5D5j0J5eR9x*wKN*~*y89<{7fY z=h;M4$xP~6Nh=n}p>vrJAumO##%%R0I(3l6r-UrNuuvdJ+k%ecAcBtUJsP#x6EKtf zol%lhsKE9^Dr}uhZPNIyZwNuHKd@i;UPt9%D#^KNXtgQEp!>fmfL-AgETr;jVK(nt zS)UzNe;iS>?rva*z3a2XTrQ$!-JIw@i2aygr`R=#_rh->mm{#jKS&_9fyBLntHacZ zD)cjuW$gtU$yp;bB|oMbo*}klpg$@0rj3EB?2JH6qlNKg?lpcYZ*A>hopJ25>VJJX5EY0MPvGFeI2qW(6BKs5akBwPqBOm!yQkZoFXX% zd(Y(lit+8@&+4Q40FDGbJ^PUCq1ra2+a*4pbM8ecFVROal-WO6coMlbxdrC3=k1@! zbg$5iWW6p_5m?JyF+ZaS`7^P-E?E4w)mpa>Z9_-7%8ty4YGw+?@x*)~V=AA|4-ZS; zbq@(oleI?$BX7Tjq+(qGl*NEv`8X6`K=@np1c`Kc9>~W{ODDGr$wlUVqPCcL-dD5? zUh^_Gt-RGv;@-!iccEdjc6%MwWfd8849qaPo_s#65_1q+NY*jINdiZs+#o>wg|Bw^ z2}6Q^E{X2ga&Eb8YuOJdi)Qcmn=Hb51qKK*<=;SNc803_xt|Id9Oaav3G_bvE7(m3 ziDp^;O$QV=%>aMuKB};7ItqT%PT*??7wUbWues^Zq~;1J)IE?N(!~}lW-$(4RM@Zu z=Vo|f07V1c1b3vTw`q8ap_xVDWFdu5^Evy$Mdfl5vdGCAO};WP@dNg2eRQku4RQX! z+NmtRtdf0qDvwnKsOt-*UD0-~SxBswefHlFt0aGFl;|l-B|bx(#H=~ckUs>Gc}mxv zt9XNCoK!S#AOVJHUjS6cGry=+k0|Av9xb)sRClZ;@3QX|``D){o^tx3!b}~b+CsAb zC`B&10)1&Uu9aDUPNy>&T62SG8B~U*?*?|Lno&lIP&t%cq!PPM5{Y9s@EQEI;VpiU zPI!r#%%cHm4wVkc4` zq@I8q!`#THEUmi4!54(0?a@t$`92|v2hS2!^?RU7RrbDvK;)xQ>H9apNBbFwV?Y-2 zSQEoWV$af|(qXZv=3#vdA-?PS)Um!c3@>xVA^6yub8NCI;uqGk?<(FD-_0!1tgcL2 zsB2-ZVEw4=EI)y~x~^}|ofAmsuY|)ch*ZApJpfRY{bjZ0HHYr8EYZ$OJnygC{r0z+QLpD?&^2?~x>8 zRM?Y>B))q661-&=f5mp$qD^-VHe5S~|TVnl_)!N@6s8-QtZRF4JjAaUK1X$NKk%iy7sIXMy> ze==1}^;Vc0vO&5zJ-K;O7$uIsL0-J`QvMWRX{t=D zon5JLG-Kawp3=@V4ndeIuD~&a!ckohm5}OVr#f}OdhAqX64WrWTeiUfX!YM13dUK* z%WPUMvY!`|tv1C=r_Ms<57)Z>_D+B2ivYwlX3cq~F3gZWYou?3wkeds^UTa2b1P*3GSX5DkF z!$O_1)bozMGvLtDXJz6YCA61{e`ixmC9ky=nwZiSG3db5$fHL6C~A~ZYmKi64kX`w zs~<1U{_x7nW9NGrLfTbF2ZplTy_w17rjUd`dn>&<=QO6M>rM$n#68EadA*Ha0x*>k z@sKb=`wKH39{+G2fxzn)#=1T$`J??GRomoErv!)i*p!u;R~GDtTMC$}m{yCDm!|`u zPLWNgrRHRh%>)6-)euCb;dcMx%YsuN*7x+eq}z2Nkt~bXJ4*e_v>11bQ}Mu#Lj|Xm zRzWcg4l>u^ow$7HDysfHtj2{MPGx;4;cYtIQ{p~FYIL*!g#QGKs0WH5tM^eC)+Ekc z8}5NRn}~H)T3@X)545#Ti;%vsRv5$et0i04GG`HnnQ#SsfDzywe2Jl!ts9IDUFH_j z_$+TGfwNRpw%3zGXN8A|{ZGLR9*N%Pgl5sR+%xA)nLB0vL%A^3a43da?r1&XqEvUj zR&Z?27J#sw;u|r)AoSrsQg}DA`+tvc8Vw^3eThI-5?~yC*t7!*-~x4=N!7qg(5t0- zfjDaffT^R1%ZjLgCH{sv2Y%@L!SA>AFUiDrDB4*XC_qO#_)UHUm*ZW;*3ghjYCHD= z+Y*EaI!)B|MgAW-d*-WSlAHQoBoMQR3w7nzKN>zH_^m$2QE2bGt~`&-yvEN2&!|4a1jOl9_h2mq zGVz$ylY<6SOgEuC1;GIS@|8j^>Agsw%uInvI6%irgUDCT$1+t$Na=mhz_}j?VGdM+ zrFBZMH~FyhZ@<3WVxAnfCWF27WSbMbnLxOJ+H=UH!9pjp)vmYr-|MZfP_==NTvQv_ z3qDoi_+IGC^{`;wuJn8!frDoQbR=6$0>Y|o6u zDq1qx??q;F4hanEIhC&faId+K`I8}-wE_c{4YCYOo%b=glkyyWZ;axIOYUM(oT8e0 zEG)QLdmrr+1$4V|vtDtUwd7aJCU}nCc*Ct5_YZ!6$$r`-kYk zJDQ8?g(Y<&dzvajpKo#--Jx}7OWd9Gc2Aj&_;L-R$*DZm@(^NJ*vC-Oopn~x6SJvQ zciO>=)Sc!{&oGO9TUM3b9zPRgUXI>LU9KkQ($E0Va@y2L9Lx39Gsi&xZPZWMg*dxL z#kNN{Yr?s93hf0RV;!gjoplO>9!Su3JrxTiZ~;?~OXX{h8S?8V5QX8&Kw_BEDuR+&dnHSeV_Y8aVSLS*I%q zL!}scl4i`*n>Y=qO-YEeyyXZI049N$2cojD5ICpr09Kpb09*tqL53q1y(2{15qv`lm8$LUA2a7J>~)d^P74V{BG6O5VY zT1C@$lh^r1MrRtsbPc$>FY#8%JB@u$C66tH_%q^5(xxiFvQ%75dkrjcTP)_! zg`xlu0bOdkK2CQV0$buY}z++$B>TGWZ;|!&yxMF z2yv7K3rN)v0|*1~TIG|+?iX4&unlK)r0B6^CS}9U^SZ_ub>k~#MTT94uv^#+a#9XB zzI|0&2V$4P!!=F?*HjsxQg-f8q-@?cL{F}?1~<>nX+p0ERnDD{s@!-)%(|g?O06b! zkg88DsS>9QdYJOSFc(mTe-cIS`W8-b5?cl43T{%HSAXDEN<-trN@0egDRiX0sk3p_ z1zBj;ISR$qRWi`Si_k^P;585FNpf!;`xMXJ;j?G~!l(1>+3 zFf$n6Cm`OI;m_1p`Xt^HXbZvZ8MXa9+t!ShdzXW~yRvy1K^h;tm zDss!G7dNff+qgMKPiZ`J(VZDceN)7$rApurAOMaCNkaZg7#&&KUPxyOO7T`YS|Gs| zEHsd_3P3cJ1a#p3skxCJ$8A;++;K{jL}h9LqSYGO^3@cw%%x!ej1ePCV-36ls>Y8L z))-}V5eAWh&Fqr|9uZO-sqiU0$ZCNi$d;F>G3#K?joj7B(AtyW2$LlKsI((jj|go| zDwwOD(-X+V97O^Lgq3{3I)%~D1*K6izV>MSnvyRgYVr;VOZmdLB6LBFKG?qwBXBr= z7`2o6c^PH1o3#n58L_R?suf2*eM!dkXaC5A_QFuH;#lJSe>~)siFFU3 zC9ZxVc=hM;F8~|PBIbwEl6o2NY(cC7W%k%IdLi{9p;VBRD|txQV$ zj5R|7h01*PJdH@9M!K{SI`YMRGjXIy$Xbm6ES<*R8qiQ~N!$qZ(ByKd4H!R>Po?U`ImLXaYDW zaCj-7;!$`IIM%3>w}P-4NVVlk_srzY1suiw5>!sHrZtBhWYs7^hRqy9(AsVGPZF^V z$OHA@&nF1?lFH}|BiZ?~en3$TXOV(I_6#?A0`Snrfr=qK=Q1VkGy(-p@aj`gZo;^PQ$Wt(dk-{69TrjD&OeLI0|!8L zJV%S0^k5vEVU^U?!n*UF1BuV$Z5VIQ!jK(uiGqfPdR#&iUzbaO5U@nB0Av$okX07q zEkOMq-qI)=rFNC_LA-iTq6UsP^mo! z>0J9+z8U2qG_QuT8FKrikS#v(seeKAjoC6~A%)=SE2=eHih?mBx>`twpY>IK&A2k9{4-&aS5Nv8wPbnad7(*1vxdIvi{h4V5uu7;AR9**FsU3_SX!ABCp zOfZwi!e-?g4?*=Nh|_52G(?k!4aZ82mR5rfE2wn6!o@&T@n4el@9v0#Cq6skxeZbiF+cl2OZg z_nuU3^O=u-*zZZjgB8M&uhX`y)y$x_couQLW{BhHVlkzwCY|+wah%Q^Qle9Y9OX)3 zAN!&;kimn53FNJGU2_(VDeM_ej3SV<4SKjW3_)N`Z0C;Nd!B*J0wm=7vXkYKpq}f{S6n!secP zDWZlNzBpe;D&oZv1_)6^ibtR7>ZS7%<&jfm;+T?tzo1e~BB*P6k~36m#oMbpFm?f= zJhr+GTVTuNFV4$pMdyDlX{W9_4XvCaw;*42GO72&X6N18dN+C z%?Y_yGzJ!@`FS9PvBrx3H5%_aB@L0eRdLFxJsBmjjK*qZVd;RV0f!zNld9=t{RBwU zAD`4EUtu!!qowY~3?}L`1E(3P*dbbqJ~OWd7X`BhzD9nF8zUXe#YAn|JD|ZnGe8-K z9Z=v;W25(=IIf%jk_4?Y!QEt#8n$J3SlY8sRV5&{{1}Pr1@k-$kUy@v0v3v= z^e+vWfkspCwW=d2?7;pMYr>*RQmvVR5x&CSQkqVg&HPL?_p=A*=D;U<6XLSQu_~1p zyGOC_7UEeJ-I2UC*AU;*Hi$(~@^KVk;}}L^$*p`Brx;X4Ih93M*8KdY_xDdU5ch0p z5l5ae&zjR-l9{`De^Jv;yL=KdQpeONGoO=yK&H7vd{#V`Y5ov59hbqKoGx)=X>k+y z0*kU5!q!8IuA12lUBfO}tNVKf1vPlB$zxM-uVM8ps~9&TD<0kzxGYAQwJTd{AQ#Vo zXFFOZ`SBuT0L_O@k3l*P#)$CgG?-5ATw-WZhfs1{tPhHpgC`nBQ9I5+_2rToa63AL zSX6qJA?!(}O0rd>j7|k+&KlN}xRQP1sA-~fTFaQwPK7->|AVs(<2V-escEV2%MGiq zepUXhruJ_&R!78LsD1@k8_3vG;&_sON=y?|dihS5+cmIQ5Y3^`uuni}PzKtduor-3^Q(IS zc-K9OV4_~h*USbFsRKhbmw(eku$A1QU|MMVkmG5Ck6AiDwgoSw@02KtyT*JzJmz7( zZsrMb{~=E0i($#BX_buVP#0#QG@!CI0Hlveb*|uLUKa)&V62mnDWy$>-;+piA?SlE zu;_RmiUY9dq(PFtP~3-;_uVTcaB~@X@GyB*n`kB=Z9|`l1QVXVQu3FG`-~}0bgHWX zS%%5DQ$QVgM2=}km#~o!4neF*u&9()yo%jhxh_m;gJ@)=DO0&?V528sS349BQb9k~ znwiPwX>MjFtGI^AJNwlQEx1)hb3ZcQ!lvM^$i^w#X>m9feZ9eyxd&4R0;&4RTqH_^ zjluS*xS=+bFATZF7yR0%4YRcTVyIuTt!KnR1$65wA8JlxMiBS>4#hBRca0C7v?ci>xiJ;w$!tA32uZL?$(-q)z{kTmg}qxmn<)A&a*ea>=D3hD6VsXQ-wnRZM2! zU>i9pd&0;{P+_hGt6-L>X!4amMmQwU=nBy|?5$xC#;x4Sa@dtFyoro|W3)1lBhH2m z;tVs`Q!y%T&dp}usvlBnaRUb3izB7YV^uYEtyj&HhJS0ls{3LXe`YBIOIc4!$^ei> zM5>z|<({Yt4jLK>$1IB%vO9xM7$PhH0$Tvy@~8DRRBA=v1(P-Dx#xM zVdAQ_q{uWD-+Z3QH=3Br#2W@U9r1|Mwq}6HaZsFIM;1YcEM&Fp?H>*;nXLm3Y)8hx zmy9x?`yaN^NF3{$a^?j0GzI~cCT-i9l2Eh8z{xC{R)Xp(RhDYF+5k(4v1hV@=HOD9?|D0!ZkcIFDt7TPMYjG?it-LQ`{1hO-Z2m~JT7cC z_9ESayrs3HkUgO44fgryM7Mh)OyHmWCa|U3MfV)G2&dip-ESFuI{(%!hM<;2J!?RZ ztIZQgBo(s_yGd}Hp@SCGOYoY~y!gsvigckKZZv@_pNlYdAhdFc^VY3^Jz(!f)PPM; zN@~6azY^8|P0zQvv3NtQK@OZ8&em)5FDWJQ`;6eMK5p=0A{Sr0dpO%zm-iv{gU({y zl`1p9=vJYz9anOR%^x%o{0n{JCQv@>2VjIW1Q_KW;3H#L=6l{5-K7EsAs)3gQL;az*tK;%@|f$+|}v>xIItWOIQ z+JUdwSH)%~&f|tOVr?SDaX(XbhuT8z8;Z6-d16@4cG z2UzllPZ@l^@@YFjJ7)WWEW1&1pwHXq$FlEz5T|cp(dq^F*)A+PUIFS%Ktc^tiSr`X z))>GG_5v1>d|zU>g~C~t?-^L?CxtQH6vSuki-0jbe}oT~8OV2&#eH}Thgia(!IRQ? zX?>(0*f*b!T)J(T&pTn7A>XX0v@k>;=8+~Rapz>ji96XHE|RiV{GH4l0wRXWnO7VY z27w&jX0WG<00z1zmAb&`#f%;(z+Y?F|1cb`sc@0}hN62@_a0-I*R+!A+7#{R9%sZE z+=X8uq7N{C4nXPxgULq_Unu+PDm~cdfRS&eEO}QS%-h!nDjA>yKt@C>NU@mnCdMi6qgj0FFYAgF{ z2O>0)Z9>VN%os2=3F>S&7$mM7r(~KthidI17oI-NL9K1zvST6~68^)Rseq$hw}kca z=N~rY@HkFwCF$~|p&6lv^(d(8t%WpMT8T=d`5lB2W~CH{Qv(iRt(#)`Fi1Xv?2miJ zIPp^kbEl_t0dBZq_PVPS8uzD8 z1P=)*+`|zX4F)K({us#gihsek>*y7J`*Fh| zT=v&mSZ@V@_NZej8ly)mhGnsvB{G*P&jGkk3J3_Ix&Bdp<5` z`I0+Dn&&z`I-I~zZOB4)!OTzi{jp3_M?U{?W9TlXYF%}mE_k!{S}#wj6*UXV*-trh z0Nn;fpG3!-YP+%lxO<3H@!F>Kr(H7y(CaD^^T~`cyeMWN1nX#3%?i&k3Ig26KZPd9 zu-!s$!Az@&=Nx#Re*B5=ME7ut{f$Qt`+A+QgZj`dNS#`^FB zqZ}#tzic2*<4EBaBVgh^THRf=5xrDdNuOJF?UUVac0VUSYfT>4J>g6_t%E=W1OgLob7_u$e(mj+(>-QGmH`& zYGsR&jJY5D^fK34xZaDnj~iUm}I}Q>&hbC1u zp)Li^oF#P*>0yy`-Q4g8>G=x%{W&{Nt9alTQ08tc!c^amfz zuV@F^>aR=|K?pmSiWXWdmKYxTnnYsV#~GKnrV$l0KY@y75fzv=%aYOoQ7(=!ZSw?d zs39ekDX>tNPn}g@vx5qr{-|s_tC<`@RcRe0HPh2`($WB)HJWx-hqD*<5dWQd*O1(}4aBLk zn#4$Xs6vt=8Lh{i>0A;ZCLD&MuSli<2N`!Kp*jELYBv#bF1#eaKwQb?l#&kP6*}#_ z0^+dt1K|o(O|8Azda00dMXBqLT6xvTh%I^S0I+J98-xdGvh{gd+|-PQII+?Wr<0MZ z-vPE_%q{H<)B=un5GV0&XT%DkVnQ_yVxDdii9Nv-$I-S)cps_wPK47ee9Hd8kr03Z z>g$78mpamvgXc3){?>sfFOC%}JbNpV$@#7Q#aob(-_4{WAN3c#Bypfv!1U8#2J4;X zWM~{%rh!~-4Ou!EMvEyPmFZXybPc*_SVNtRwRC2j1B0`up+3mkhBVaL2{1jnISH+R z7RJpa@TqYU=iVF!H*7AMLfqe{@1$B&8zr$KmS}(1C+ll}QWmi%i{D#@(MQpo*Y+o*=tS^hGZTri6d&D1Y)B}Rn0Z@S9hwgf91EzBI!-Jh-aj(NYM&%Sj0)+z)&xi=_;kIBk`18> zB|;0@lap8Q$k!fhnoL}XAWcgjf}8}69)?mi`@zY`a4`a{~46 zO2lW+Na6MjSCkys4(m7v1D*mMQO;)Jo$EwAUJ0BEO(POF^Kqdyn(Asu&%gtn6kNgm zh8A+Qx2YKhRL#NRZ2euz9q9IZc*y?vN4~h)3$bRzbCa_tmk?N%zni~06w z1eXlT(stqjVtC%4R!cLNLiR0m3EOH$(N3sGD&G(1t1KGAm~_@pOehvDYM3Sgd%{sz z@Q6x2p!`O9R!BX>iRy2!fi=!VR>s5#c801`RaX6)7w@TGV0+90bi+J&cu-b)s4Q}wGUUbx;6POFIrk4U{ zja@Csu$CLK4f5e=wVv08x}?e$C`If(EO@jQ@^66#TJpDQ^La2Lpcah?+8B+9!aZPY zJ~K+N@$bQJ^k`bv5mf_IW2qSq8-E)~6gtQG!_WjrKyOE<5KSL4Cb4E|$=GZHS^0tx zL;j&-8r=XByI5Gz}4mv+m`Ne7PVG^WuTqf z>gshv=ZNirTd#^01{6+U)o5cRNc8;-=#+z}f$BkznN8DTnL1BMX*4wOo(3(X4YGOU z0N!@U+cDj!Fcr&%AA?WDg~f0(aOzFKIx3qG_6?+)yccTFO2?XzT%x(_eD2)gEE^j0 zYb$;e*#Wf9T1EtB^ja6?ORy7xS`iJt_()|(HU4uiQY8)4nyGkLF>O+CmC<-}%Dn&Sp4wIv*luw8l-_v>VXF%6xmu@h-0WWhgf5K#c@qx0Fc0RK(LaU2GUf%@K(fP<(Z|6eEy#i zHK@gj5<@dP>s#ZCR<$_F@*Cyw>}M6Y&R>|3%e=!OZb|5NV{<-2J}iDo;SgC zO2Nw3(A7}fqYNhy;IX2u)sdFy7`Xlm#iNer1m%@bL!rdBhN#Q}{j8;>si2rrJ0q(V zodWX()uc*jmN5x*n*o&hbNO75n(9Fm^ytw9Kv!GGi=j@L$-o>`jnYj_18lP|u3NjX+J< zAOg*>{sA)alrSsIcsFBK@hs+J4?RLLyG<&X^W#|W0RqF;2s~Qi z<^fLc!_{t7Igri7iOZu}@|F1~j-drFyac)iG8Cx2yo$dK+5>Z6qO;D)5nNg+OkN+AV$n*V}ZP%~w;fi77pU9#tiZ-FsI z?82bJwwKVCKg8e1YHCKaPrK5+I87mQYS;6@r@`Ys9$p7P(ViOie8qG1YkdBQ8X6*L zR7(%ugg;db04AfalZgT3jhJr^Sr`L60dS5JH0o^m{|8a)2Q|AxNkic5NoU`io z%tEzd-;i_GPZ@dmoO75AF>&HBqwg;ETd|hdf_$RM(wlv^bd|_+r@$`6q;H^`oh=YfqgE&Zz!?6&@d3{b%PKrfRX-^=YHw}ZVeHnvH#a1dba_*=b zUI^KUG~vxtI*#%08aS&6!%T=D$Y7Yf<0&-hk>dnn5Ejh6r26vXG{wk54?|5A{Ga7Z zJqNOW%8oPMPo4=z_Ym(@z(B2!=3Eu~Y2z4U4{@0KOUU-%vbu-a5;Z-z#%c8`f)N!V zGb7g_)zPYN^1FLL4Lye()j+CCt5gc)z;x;2-HwnhO%;8U%3lH_REc2TL^tG)VB^gH zIdpJHWVQGNWA&y$C)O@#V-+kdMtw*fxnT#^j%vIjH?XO@Z`kml@@gRn4SQJ zU#UcF2@aToEHbU7!qV5Z1Xz`f4OgJ*6gihq*o>5v8UVJlh^@zUeS z=3&uH(}m~;wIt$$qk1_v7O6R|ts=)BF@`0K@2Bueg`HqIc?Jui?f`5|aEtbA=;O$L z!vp5m{UPOYq~NBMr4`8bn}!5p{v1wo^qrBa;Y1^PXruQBWN5*IFti%RLDxg7!xb#L z>Gr|zv4~ml6+4iDqJdGv<3!l@;Zev<(Z`?>upZv^kV^7D?wQS(%*iA}TR zMYp8>h(!mSt-w8?>N{|lNEl_{bi$MxMXli#ltHE`GO7Vok~p?rk=2NKN^`(G*d2pQ z8fx7UqxBp^K{V40*g);$Z@#U|iNtw9OyORSaAl!w>oCHN%$JpOhcTpZ{ev$ncvhMMR7rTDUZMqKi+FRM%uL-l=G0H1&9%L@EPpTm4v zYg3IadNFBIJ>SRzJU51!dWc$vTNaXjGov}TK>4YCdgM=GakBVAm?zO#i}qsp`)f(2 zOPt2YoK}>$(bcs~8&QMKoWd8|^o0OPJ^A9`jCJJ86UHzJ*9%plBdhTxg^|OP{h)jvvO>Q@01$myE@jzx?KIw4PqI*w zj&(f60GzsqF^M#~QNY&QB<2;f0crA;G&a@ETqjQ)+OYeepd5RmwySe)0sNe%^rs#t zrnakhSeqt|{g9`rUBZT@Hmupiz87p}pH)hS#j}{QqqZwqtyp~P*r%xc;9J7*T5T7h zuwhR%N`JL+v>lw+9%`sq{UxN7qb3#{5d}#R+a^t{nz zC35xPubCF|jZ~vT+B7t8s&Ggqq zf90>4P7HOyFENJ3B-meEM&n%;GGw{Y&HRd4WdAy2GJAbhA@WGHsER+wGJSm&i7kW% zn3FXlEcRVTv4Qn#&T2yH_5C3Qv20W7OCYn`(!lm6`m(Y%7~*Cg&z4w5bv2)y zj5meURla0<1f!?=D$9*{kqsdSp#JVO(^!s&6j(2&qVvIB*)$?Qoj_1Ajs8o;v$#Y? zF%4vYA#Zdk!6v`&U1OoLjj0S!0#`7%Ahd$kR5+@5&_iiGxS>j_1eHK}jo@{7j*r3$ z3Tf~MBnTXcs6eeI_*Fy=>_Og)$BXkeIwjQ^4h94qUPRq;-Zmy?=tDFMHkGn1Vvsxm zxJi%F0XwO;&cIvl08qV4gGfCEzw3grx*7eS+nL3L<~|<*EfkdImGx`B|65JTs)#lr zW6k~oh)#MK1D!I2KyLDLS4Rj_H9k?o_Vm;9-?_IGbLq%0O30?q88M!xem%^VDOM22 z3|LLGV!&_;bx9Lmq05u(44)ze!!}~WQ4uNRaI6CjIB8%#(BM)fW;igM3*(No#g1Xd zMQV2@RhXN@aWg||p`=Dt-ls70``M?;%ma6Z5i~Fw%1u}rL2kCGo-)#JMEx4b;taQe zWRU}Y>)dEji%D9PmKEM^$CZa;^Skt*C=c1-u+{Sp&Fs2XN98Owu;5sh@~;lC#*GXU zk2)QL1_+u@n*L#r;5<47eAy5v3RG_n6vD2w`B2-R6sKpvk$=CjB(*?jTbYq1j+y(j zhq}ltz1WOpm(W-WbsR-eKOsBUxNf4C9}*wDk?CE|j0iX&K6c2As6kw_b?eIkxay)> zEi?=H1;XiF7FXC8;0Mx)(;6t_f*l?7+uK^U1+%7$skC$^@LzZZnI9Y=4?|8}e_TwI zGZZKv(*=Ru-@qD2>ipC0F+omM2fDA@`D-RPl?FpfNZqggn!zSc%V&*>-~*l8Wvu6v zjz5A8EB){pxDCHA7Ma=F4a-jI0qzaOjp)F%o-`$JYG-+HOa^Xdr|~|<4e|$=A`-1f zsrgd$I3UU1ovlqO+Z{!PQ~}A=i)MId1^c5wp^iZaMT4`42GqSHO?_g>o#|pzQ-t+t#ujy6VH!W8VWxyR?<;0jkWdT0`GZ1c`HhGRC1!G3Ohs zZyeHy?Ty(>KMUg;P<_;~C3-4fdn~(Xd=}&K__njGPex#GYVX$9*(fWXV4o_El`TcQ z#yxA>uxO)4)8t_hkHmzX`fd5#XRyLc&-pCg3g!O9DYl==dpBm1jvf;}n4R4KJ6;-@ z52z1ek16qkP#mg#mF-k4IEa1O4@BANL17T3SZ1Pb+VPv7f^$%O@a5uI0bbu@MMquk zauYdnFe;hvQNxlgAt}K|s$^4^sICZs7baxo?R@$%zxS<6a8DoT4`Ev5u*XCZo z)a&5<^Yh1xpUbZu_?mnA*Ol_@9KCQk`b&Awm*u}7n(vc;x+GQQe&CZeeWJ%#1fP|A z&;0zdrRB;z`J23ZuQzyNu3U5^y78P_t zqbIZPTr3|w+^&7?fa&tyR_8rkJA5e@|8RE8$gS_oD_f`E+38r`XYzp9ZQ}6}hvoZw zFW6SK>{I!{A3xbqvtz&9@v$9e^zF;!tCic^X1=vncFdnV#yV}TJmzX{yJI6hmycOi zt!UE!UHO@Uex3_2AC@Pt$yxpA#3S;TC+?Ve=PQThLoYWx5|?sN9%5N{M@+&e^6M`x zdpzURCRsDR(~IL;E|8loTz~px-XF*0#bYct7JU7-{M(*SPW@bPP@aFETQhgTA^B9= z@xX-chvn_9e9;3l4$IvJta^Ax<3sYS{DdDm+`UB>2A190U$Q_xZNKGN-}-ZT&bm2m zGxokM>x?Cf@2ET=f7b2xjLJ?2<g2W)56P7`uVlB~aY$~pX32AT zyP7^L>yCf6Xz}m`^1vI3zf}$RTps@Q$7@HQep~MG<*)?Z7YF2Y^PhWnese&cx%YwI z2gQT(Ti5tiuE_`Gf@@zr+3t&ja@X;_dT%@Fl{+jh9KQDCe7Vc-7v>)8^|^dF^?1Df z>f7>}-%lMGdg*}t{k=oW&YV6V=S3%uy8p}p`PY{Y<^>XO9+2O@-o=yO`Jg=g%%J!F zxb%W7Za;JF=;QO{6&?F`_^laq^uuJi=;+&W&%{@~GlB=?nk%(8$DBVPzj@)6o~G&p zvbJURFUNm6Aa728y_fC!0eQ=Z!|!nY`np_uz0DuZZqAk4bUQcwhI~vO^3j{l9mmS# z8)v`E?$hLeyliKlY0v7R2jr=HQ`YSUgKkoKwt?+47nEGiRDIdiq=POy8b)iw&R3Z@X&~Mz8r)zFDNqqKnxyUY=O=$-&Fh0&-qn@40Kb&fg(Fx?$`y z$Gz{$_jYQoedEYJ`RuvRN4nBf^K9EPm$)40Nev;3x{O#F3 z!|n3cp{qWdIJ`u@xaC9d%VUe=zk1tlaywp<+ir<#zuZS-N-2H3QMRIFRN%PoA zYvh-%UT899WuctY`_;D2ZR_Rh#%X!YYBtF02M^6Qt{`%^y^l2XXCINTL_L)3-*H*q z-hE-h^55^5iw~_IJ8sBVa_d=Ttp*lcmcLF2HksvqN#4Ki&WE0F{u=(C{NPx9pAJ+7>am*m%bXKg&Y@2ouH z*(0yt_v2-`^4gNg)tZa4dvaRqPgb3gqgzESee==N4CXXHv# ztmO8eln0D`cj2Kc7vz2iN3SZrdPcsSA#Q8r`cdBX`o>Goetbdh+H&ve7i-VR?*^XP zl60<0&R*JWN#XZD$(f^D{&u$GSvlKS{#~#4KaoE!EjrTd!}Ic~o5S0hhpSK_FMUc?uU9}*HxWL-?J1!P7)AzpIlGuf1iZ)c^- zWosuqkNySmKj>WBS(C6eVtyJF*+JUmw(~$8V}hJlj<$t_{36y|=|$rzG7)J;Alcxla* zQ>Ket?Ml282Tm*a;GJ1v5X0$^5D1syS;6@RQ3NTE;3U3abW2WYXh^AHuhlv9ZOj6` zq`?SG!Aqo2Rr7%g)+y_ws87l%3x%jVBv_SR)z*cII^*-2&=|#6#DYbdvrn-+=w=Ks zTjQ8ISv7!ZMb+C)n105Nn-`xq;Q=2!=zQU$gVztTlHdoXF*wW24?)LaIVH2`dxB8$ z!Ad1Nv4UDt5S3qQa+AAPYX|iF&k>q#CFmX)d)~35eCzf6 zBX_;xmV=$n_8c`}i~RAJG12A|UzWRcgBrd*tJ+np~d+xpR&zk@B z@)HlfB?s<&@~kEA!)4{OU;T5%>zDVGuY4n|WXvN+<-#xXvu{@HkPm9!+W*l92g--& z(w8mTc33XFGUxI2&%Y{@@>osAeHHRoYkQPj>NZObbQ*T<$dt8mo5`i!daXWG{@C}I z`rQBh5n1zd?_$fk0=d(yTvK%WALPxBpMNa>`aRi}eD+Iwo9D|tMadKL7LEQ$zVPYz zM?dVoSGN9eddtWcx0U~LdUE5r@!yrp-}Sum!aE1cQ!oB?{__KGlt1w0Z>RnWZj_z< z_AY$oNQtZ&aU{i3xUD>U$nV{A1Eu9(b=JOokNsmg|Iw`Mfx1`9_jDS1`_rw@m$%J| zk?wwQvz&h4D=s7%0?ffC=73v`Eiu;fp_l;zr6wCUY+{?uLYo(PTV=IczZ~ zDO<|9D?o#^KYY!{UN-Q`r%cpH>PWoL!1#*aGm+>mQOV6B={n~z*0d1xd-{4#dR!cH zNI-^Xyjf+Q-q^0Ie(HA>9D!Mo*B8q@htHzBC&A99kF|~luVWe325O*o4ep?!$z~1m z*b`L4i=8Ut){F6EXM^-+9iL)9tJbe-rs(?gfO$qWW@aQ*A3prO zTw2;3Ubgv!slDgzrUWuEZuh?fMn4a(^KjWfIE{kqF}SwDRSH)CuCL%SfUu%ldS8U= zXSi(eu3Gv>C$A;5Vqte%%?(M{gnDym7^I$H11A7I^42^*dVVPVr>Wm2MJ?u;I0!~C ze|BOg9@0_#7J>^?pUecyxWU@75zF|7kG)Xb$9l2e6(LkGDu*YnQ;w=S67igl(truh z=@8eBsORHBrkQpGswvZ?I10A?H*81UQU+`9lO_eH%=q>xPavP!vBg!Ux^`@CHM@g? zi2elywiXp%uzJ;wEw045P&XPmdD8@Md7$sF`wT1XMSv%t(;_<2N{(SIzHx|;3YoH+ z@3ON2Jo$tss zu}P??s7_8r{z5iaP1Y40DOmV++_k{l8p4ZO;T;`#Oj=nnbuiFl(&BN)L&zL<2H_-J z?^QY`K;u54Lla>;XM>QKnoSmpaQG$&tQi^qxvT;%X?@<53wt_VFb&E3pY%hg{6C~4 z{r?>y`GJt!+PwciMcO||w2A+pi!@T$qQUUIZJeLg#%(tOV#-WwD3cQsU_Rd~Ka zxr!Q^gQ={6qa#AzLb^GVSoNaFTdTp@`v*UP9j)m?8pnhr*q{i3Nju#j1D|3<90-V% zDgjKFzZoHgC%B_8ao@w6RO=}B#Z&4V6IBs4{uAG&Z_)CVz_3D$8Y4c=`~Q(e7Z!(E zG~_FIn6?|LrIrRT?(mMC&p@xHOcL4pwJR7LdONfyIunFOgp$lswo|=e>(E+7OJ2y% zMFG=;cD;Z!-)idfzmB{Ab=>{0t zT)BXkszDX>yzsX85#bv2W$meLmmnTxYA3p~I;hHH{rFUXS0tILWdgh)M6GMggNUNi z2cJnfb?BKVJ_YIHs_Q=UG%`!9BRd5+{JEQ|kwLUdOSWf*6=mGvFH-52L<;Fi@Jy3M z6QuewR%2LIyohDY8G$Xm)huTO<)P)92zdxrsfVxr!bBbm!fDNeT!NV%Vi*J4lcOB; ztpXUuEUcl@6r)HrQBgFc1TTRaB{U}vZB$>5ibas7I%<^S%N%II1Mf+r%5xny!Qpr z4^)Ve%CSNmmlUPM=1Nd!kqXYUSf!nw`PPy6Hkt7uUa2=rwOWeoEk%E2zVwl@MR2_h*OzcnQ+onjg}kSAhARoK1i0eiii3+1ZWFi~!bRQL6xE=gkYB=IBS+qjt;%|*$L%;ZT%*Fmv3S@_s*hR{^QBzF)+6Na7}}2D_pO_^*&tGQ9;Mv1fJa! zuGirD6|TEsUhqfWNY^zY?fXaNa^?{vaZeQ6<|cpLeF`aD2;t$fdx5LKwgwt1u5e;T z3mV`Pu;?g<&1`YdVjp6pSUitm0kNl>T5<|P8$kEO;~^2N&_7)`Fl>hVArUF7thz%wzDE@&@G1E zl>Fs%ez@JY3(nNO4N}+VVi8}x&T-901Z6lSl6vhMsSHAOj^$dTXykr6>g^3E$8=&JuuGnTVLTqd z7I+2%2o~TL)ah5pnO~O3e4nXX*{5Pf!8t7OvZTx*b=OE;EA=y&RQGq~!5TYeb-=W< ziSE2I+1SV=ldrc7muL<&WQ%tMMCQ_4I?g-n?vk|~{i z%#utMqCw_ls+6So-{+jp_xV20_j&)<|9#)<`u|+l=C;o{_kFK>uf5OutiATy_&hPu z9nZecLw2*5sP(yPP;~crD!W+)T)c390&NS29>ok|m(n$mL>@E~=bd1D-B^!Hqag@x zQ65&cH~<$pc1c<6<%JOk5BWf16Y$sRU{ga*yi4rN5OT_L#M!{aRT21tGkuXIYjh;O8)rEM^)W$ zL&5RagRoAR_i?+Wwx$gtIn6_J7vrI~@m{#(CBGVWfe5RghNd_g zyFhHs%ZwoPZXk$V@~AKGhLbXWy{v?8xM~s9KosbP)WyfPFBg+QVGHj=u9PbG67pg1Uffb4>4Btm0kX zk?);>*^oA?_eA#gW#C{^C<$8Vh1>1D_9CW4P@p5qmY?r}-@#iCPdRqM&F#iJ6Fs}Y zzba+#IZVO;Mu8qV?8Z7BTz&`1l*9TH({hel-cYQlsam|D7ruUO&wr4OKq|*to_Dwt z1ZnVJU&yZOf@}W2R~&_~4_w(=>{_sSxsWkW7Eh=+xGUbj z=>;V3vT}deR14iQnnuU5U=QCBK7o*_=Wv6j!}FO{2gvQ8%FBG#0g5~a+TwP0f~Mir z&6=%a(76!RJ>Fymc_D0XA1F715FSbK-W4r@dE&1$r>8`C^X=1bC7OEps-3Ilw66iO zKS>IoLlei z!Tkq6b!ATFfwc0p#e23w=y$#3xO3$`xaO{9(@lH;_>f0-&-A|n-ZPW6ug+mNeEOyE zUMC?GaNDdL{hU2uS+ZsL`p*#f#lLOI_hl$(Xc9Q~u89Qo9U3wTIx#T(8+W;1I}ZLY zzfkdieWM!nytv3G`W1_*XrEOporbRW8k-Al&Vl~ImGKa{&k!m{t5i!r1vCc^zg2Mh z3QF%sSt};z;l@=yFCXGZi0P|cTmEGpbgZ=Rv9N!J-7cGSfpZG_{I^|cU77}|rqwmi zw|<7H)NT3q4orbwv)${C3;2%^xKQZkw&^n%RZpaxIXnet1GaLv92w~v4qlj?f4xp_FG%bn1!GX?(sZbP;4{ca1j8yy- zl{iT~bnT6==b;xrGq+|e;#ATwvq_1=`KeZnF!%w6{!pxWzK)xfF zB+FyiegNL?Bx8sCzU1R%BG{4igC2_pyzw{Fe=e8p6aDm!uDXB_}2sB=kICqo&42LbXz2u9K}4^R-lq zrnEGVwnC3piYF;upOu03zdeUa>^UrBF{9262Ac!1Sc2mbu>1>c1x-?aYH zG1^3I=!@v^=HEdaS3Ahq%({tqNaW4VIk_yfcc-SoU4c0?=1sW6;3iJYu<&<%E5uA> z>USJ0*>!{%X=b?~>9(I(W^wY|;Odd2hHb2zvDNbU|HID{pPAIP^X42TlGNt^n;QRD zEl$FGGY6BTBH4K=lvr(P$-izYvGOEI<%luh|NrS<|MkX5a?$;*e{KG&e_=0><|L`y zsgN|J#LHBfE6sbEj-04w9yGAdLz?}jC+d^>5qax~B+H|$SXP-3EdG28R{11}=MI~E z5|N8powCu3{56V__+zIg{j~D@dxU_C9P6J50rJi*Ros*;(4?JP`VWw=LJkGM%zM%m z$q?p7IwXezVEcpr6$&8wH+?5F4>{#k5asI060FoEA5~aCB&E+HyHl`zhbS~h^JkzS zhscmLoa9ns!uW+ubI!x`*xH3Lj0^j3uqHi=WU{6tSR-Kt1#N6eH}#u*E_#z~*zq^Y zF(v~goSdAy%_M+wJJiT|Qp!PYB}yF?9zLY-PKYjURib2`rj84ki;X;i5kXtX(z14oh2;28av>jP!4iKWl;Vk14|H3yl+Zc*;CtH<03>iNawD#iP;7x6Z6~4F>uiMuNesns*SRW5DAu?BDjCHLx!HY4DCR9yLq;*x zb9gd}MSfNxqu9RHm#rieTkSV9AfcGcCC>#CiY0GKDkP!UhTq%CD0WHk#WoU(-5QMI zB%@f&k8@{8D0a`Wteb>lqN%wwr5K6{?pVkqp%{8&5JEz+VeJ4b5{hXQJ4KREj8U?N zCLBYtF|EhbBot%l*p*2_u^&^mt|Sy|rZw*-q1f|QH6jVc3TE0YNGKL5CQ(d6u|2af z6cigh*FQ)?v3*9p_em%g^xjO3gkpv7QXY^{thHtNDG9|sSeTzBp;%GW2?7bl?(Fa$ zA)y#u=z9+mik%-n7(+raOL^}h5{g;ep59DCF*AMzc@m2Gzdoo!Lb2oWlb=Z_MhtEU zC8OBxD5Xmz6th3=M`t&EdUEGXoI4H?CT;{8b|HcDu4BB2;_sKwgL z7>Z5PXBd!B>|VyYViJl~n7-LgLa~a7Bsvm`T@>4vLPD|WW%P!GVw=;vvq>n1FXP6a zC83zNYxM{T#Wt43(RX1ec0P8fiG*T}$+7oID5fi`WJ^LZ&Xd+sBouR>zpOw)vHdzW zWE5-O$Sg}jvBIU90TPN;Z(6%dLNTw^07Vjtv5N(gQH*ARNJg<*dv7v|rRL#xyd

    @EW9WyyiMzM7{b7T}-Q&dw;La|i7-gFX*1zg{&MMAOXS7_V2F%+}* zxm_1K3lTeJHq{l@aP|VloN&*SR zwiJ6xlTb{vf8Sjain(>Hxlcl|IimPu2@J(pz8s_@p;)W)aTOAZ?GBAPO!94dzp!D} zz0|zD+#3V15Wk za&A6MTqdJft-{d1q1bk9J2Hx`kz0hnqZt3eJ8UErBi`e@^mi1yvd5i_VjbdJ{|&|3 zlBelNC^mFhJ?r04?C9-vE+iCtmA`cB?= z7n9ugMwt7)04pO{VaBE^q_I+jl|igrAWdOl1=|#Kc9?!AvtZvJ6~4$c}J;#FxcqdYR)>XpP^;@S6s|rPIZRjzd6;(VJ}K;2=Q?;=}V|MJk=W>Bv309%lV#R7X)T7;~zr>%^dpkKifnPE{$e%9bi(Hk>LzpsJpeak)IJg` zkzhspz*A<-rn<{sezTP>NwSQUckOd0rS2mI@3DAY9$TaG+`&pDHC7nI^{8;o_FzGT%!)TX zE6l)YwRToM(`o^#=ml8~>8^2;q}bpj|58>9ojSJSRnJqSz=TiCiJbC6N{?rzl8?Mb zw&f0T;y8aWwxZO(%~HBo;aUZDNxe=YbEBa1O2aea5kkD@)dMp-f}wpuaaYowGFE}L z)^}>XTnO~omZLnj0@_vY{Q67K4I36ZxOW1*dRQ!dXJ;i^eD@-~jL8*fG${3!aSZ7d zg2~7+SMhqXKmihCh}H5c4~MJb1d(BJLqrIF%JQM3_aEY%*=C&07dJ*0hvy-yh2G07 z>;ClmHWYh`ms#VhJ6ax5qM_6Hgw7p3JUsBc8N82B>cjV54in8UMYaw+j7G^V$n$yI z>u^FIl$eg|@ey56EAJ~G;?o6ekA*T;p0%AHz&t~Rjx3UC;QBGaynLiCNq2GdmOj!W z`k3f8x1xkor~B#a@_~krQomj(WbfC&F2G%MIDCH3aP265!CTVQgtv*aHlg|0WmWfs3Bi=VMy!+uLgF3ZuCf6kK;}!e}^yXrg`=Y`MqtB}`&B z9A+M2a+fG3P+DmZ@8GBT4=ZGmHW~Nl&fU>Nm(;Zy&JCy{CcZ(AS=Cmw(#5@Px))o` zAwsDSs=_yVdl9WY|z}x6HiNcwt)KF?x>Q;T*80$Be96LC2cAs zkxY{2D_Qk)X$#&tG0hi1l5Cn_d4vOE)@-PU{EtYGZ?kHk^fZXGQR=4%a*o4QUT}7E z?X&s@PjoIK>qUWX9$aO@kBP{6fX`O*=w3;B%E%zl<;8MPnbJtiG~dmwk69ug|J*34 z2n}QtP%gR}(~Rb;LtA66wgJs)O8x#W%akV*8qk&UT}frvdEoc-JRV!-iJUenGVe;H zL%aAMpRydk^N&V4Hpk}A+em37?`l>H-Nf+HtD~=SK*Gr|eSf1P;$qML(4X-UnI=q6 zFG+p`OBqUiPyD0KyR0_wSn&N%_mNm+$kFm3h?on8=K~LfHG~1H>@)g+?VBhPHEwsD z?69LqRK%QfPNeeKzKjk0AyDPfFjY|f-hw%i9U#9LP0llP80DCr+o8x+>9=L6mOlB z#YW*WN_{jDWp+H4N8@rH9J_R_0N1Mbe2=&-j?3f#tHYy0;a5Bqi3o{b6yilG68$h#yIJ+}Dl$^jy&-i< z6J@NE)O9FpM%RrL(+6TOiFhdWG*9bxXZFe>Vm^n{#gTLHIJi!iImjDbJTC67vil+` zc2Uu;*O~c;M5AV(=t?;#5-Aa|p+QkrS*D=i0i+EV+KcHsqE-pty@!pbP*4}Q%YMg6 zc!VhRp`XkzO!+II_`y!0j5}n|tp4R{TiEaMRXorvYw6Om| z85)8djB&3C{zwd$@k5(N6TNn))7|LZjCTFL{bPFvCXxW9zG2s|?Wa|DphWy_bCvMZ z(7cHyS@o$C`nYn~hLGlslx|F?`O!@MLnQA}&Xsaul1LUw^N3YL&;ER)*&PuCcM4#% z>zyOw8xZJ}{WgUre0E-(-a7%eLMZhYj5CnndT;b*{%yqf!YcR?Q+7IYe=DjKdgk_g z1p%m;z9Y{!JLBrmQlFEK&jUYI!It?jYaBu zHb?Ib^a76M7K2m87?L)pP5IgS0Zt9hdA?N%{3DWpP_0uv@`r4|gD6Y3i>toC$Xk63@w@dqu>^-XA;zql^eI|UK6thI7f8({TpFuC4%<-Y0fHaA$X z^cn4Hc!F-`UFVI6e+G(a>F#X}^{6v%mf1hY?H?lDS=GO3sW(CvDZLRBX&pWDeqE

    a<=NrTaXDU(J;I%|&l4BAk^gqf{(HbF z6k5Z`TnaQ@l=`=oJ1egpI}i1-)pCjfWk_f4+r6PNBJ91C+jW`y5t^U#tM>PE{f9^| z;xiTHCdbJl$v0yn73aIkthW{4gcvg!xHp!)cog+y}6^nuNA7(XRvG_tED1V(K|0yiZ2#GNNBZVv$Hp)xa zkIhBItTX?UNSuMZ4;u+NL_Kv#Z0j@7rU zS=84-%32m_?y!XH;wk=JQ&1I$PoX_El?jgRch*``R+z&o%*_2NiCN0 zG$MI}Bb;zkOkAqqVImkmKxGiqB?A2?NN>ZSQ--+VlbuZOyllka!M z4WjzV4|YyLbdg}A29ZLHdO2%(StRtTE?aZpaTm}L- z{0Def02VXW<~9ZokTat~xn1f{2$1*Pp|znM_2`@#-*Mo-_6Ta{qG~u*&8Tfnec)87 zsh74tCFh}(GodL1NrESdw?zN zlCFvuBk{lJ0<~XLI~P^MscJ@TYw821N=?1=gYDUqwT!$~qZRQfg zmjnyYy105JsLlfAxX0-zRu+OK`{=K^5I>a1w(i^Fy2AgW3%1nJj5?%H`!%(5Q8k>Z zX4JN(K5(kk)JyNIzFH`|F!a}@vKC9m+-*oUnjoG!Vp4}K>exZ;z|>wuRb{F^Q5%)| zWU1m&pXiT0A`>iExBc~mc^Iq`75Jt9`v1@SFx9uE4%XBWlR9is#|~--ruHJLDpU1| z+NjhgOBIiLE8qJKldP_7!aP5Mc%b(X3)|Ji!~DW1e7 zk(K_t>i;P&DMeo$T_qN;n@5lTpP8KbYhnQZKQlS=*Tew+UvYB(yOT4dmhHhp2(+>I z{0~@B#2ovMSgFLyJXW@1&V3wK&SK>WRwhZun1lZTR=#3|^z#XiogfJN@c;ho0ObUv z5C+n@Nb3|fU}Ym#Nb45_u_BC>?O54?74bhs0{bh46=|%HK3CbVwpJ0_QlN+(+xJzC zWUURc8Peg{lC~6MY2HXy+G+uNEafGa_t;A&e|w3%)dEd6#lTX+&PMuC68^W9NRz4m zS}QRZz0_d`4pu1 zt+ie{lrto8mMG{lYfR1zkwQ#pl3e?kAc?%?%PjevSa1Z-8j~W@^(wL50!?ZED8A%p z%L2k72|%p-y5t`@LD-&cJ=W zmErn#OOVNGYl)=Sg{Vsn=659agM-cRayu44vc|%|iSCXk{7MZ|x1OzltV8356%r9( zzL<2{$2|n@yik&DBc&& zKMli&_@iFn&2yosfv+{E&mZK9)A$v6{J^1Py~6p|7oa-i*k+x6Jy5;${pfoAebBY( z^q|af9=N^iq^`>M1m&*zJzMv}5oqF`tvvE6fD5lG`xuYk zp+N7FSvtcZ=zDlOQ-DVREbW({Mvni);T;z);$x>X!8g??V(*YX;%(8ee6v3m+3zh@ zpyND;3XHZ09WF9O2d0uwy#Jtt4kybOio0(|mt%UJoUSsUw4l=uR(eJV5$E#6I>jB3 zt>#@nF+pBPc)fO7w88`!Dx-Rnvcw^VLvrh3pY0&`z(l#Bb1kH(oLhFRp2p?UG#UBO zS$5!X@xM37``*Wi9x6357@xs$&*o1*n@b@Kx+ovikQ*d?Jjper^YlKUU`IZ8dv-Qq zbj0tp|9mJRM!Getu-uWLc)MBLTtt^p!c(=9MYoqgN?-be7Vq}avNN*y72=EZ$4B^j zA-lP)uOfCKShPKw!^Thq&6_#QH8Gf-J#eES<-vVux^n&v8cYY1xl_`4im_l5+&%BT z#~;p}(V4UQ$PC=(-P7s4mr(54$6H#ipMm`cAKLP>>Oc(xjbMj~DTK_7ek2IpRQaPU>d6yg#t4t#%~LIzh?2)8)?S zZE$MC*~5$aC*jMBx@|jumm)el!Yfm6d<;^vPIZ(|%Y;6q*6N)xIl#Ve`m4>k3^-y@ zE}vbW2s1frs|4$t!0`KV~9-{VJc-gDCVZz}F=#SgpiBYTv)-%NSwvOd+ zAvV-hfBikMsJmgkMJ548A8dGeXh$H(B>KN|nJGiN-`uH|nmdcc2rfhEc+Gf-XHNU| zSTqKh>S%;(3(~=maeGy7;w{h^2|VxW9s?UAJ{vFI353GK-`BqV+7W#kGVs@ z;=-Dl=@)Jg&vnBU|KLg~EP2e{PQG{&PTmfW+~S#xBIu5k*B0MEbazbl8mcCsfl0n#uLudr^Bir&W`b=l z?^06NBf{fTk+vEPSybKL8(+uro5c`AL73}l6Mv@g+~2juNc~kAA?rx&wE^r5!rWm{#{2|P4xlcw*fF@%+u)86k->%rjV zvHP*v9uO+KwP$C-NwBmE(%2o)h^9Y_m?mr0!r&Q^Nx!Gy7cVJVUk5k z@c8>vaBuj0`%Vve$UnJUdkNnehK@F7@H!r~K?WOWCe7*GAxP?};WzGRfG1tCg0+dj z5T#>YYX-l&`D_v}$+%&$)>+ZA9UhwprLT?VSzva%fg4T~JAWI1K7 zkp`Swc#H&&7J_izwOYhq4C)3asZH@E5{NkmFm|ZKrqep?OgYC4T4Xk$wVgWLWRUSFZ@cLy5JAPIggsI|icr?ym%(M^fVV zZO-Tb^Vg@VwTA_O#WZHI<`#~!V>}&hZ=kyfbtAzP9FSWpofxsrw{6^qmDk?h@7Z0gy z*Q=I~yFzhM)QCga6Zq=Ju%v(R2|912!L-i^i=DrYR}*OxdyX{Cf@9b0s7KL08wq@8 zlhLqu^$|th3h;dP+i#vf3>#DgiYuPmz>~u8+fku?Ky0KPdlFU$iToowhD>_k7Nd^5 zaa<2Df1lJ8ukQwrHGLcp?sdYi;bRBpcD8}iD>XSZZ3?^a*MmnVB%t()mX0;P=ORkj zSA2&FZ-t(W-+v<0?v9Yv+{VUqOEjahrXK&o9=M#V*A+erf(%dd25#0U*!Z>e%;?Mo z^uF-jklVBhDB8}lRtkoopv?^jx7_tc442d0{aAug>1*Ol?}RZlRx4}f+>OIV4V(>^ zVFtXP4BrBu?!l*Pk3{hT;{J$>c|!M0`#0Q+;Iq?{MVDapyu-+1BzC5-8)qHcRyPYcyx^{U+$*g*+U>wxgD)?O+_N)~< zBcahk*kpU}0@ugWgih%h~w|9QHkCWHhutT7x3ODfDIHnGgamo6GwRDD9Ph{Aq&;F-PY*{`$HK0&U0IDYJppN zYS;F=wurCUC9X}_8?`WOVl-LnhP)#{Wc^ob&utiTh=HBLda0~O=wcf4)JnQJh z1*DtcuJ;$^(+$ng=={Eu-=PJ(?`x^mn1zB-qvkR9&lVsberIPuP7^e-cEl*RK18$h zdnJu|v2i<}yUsaHx*ZKn$M0_3^BkT0v@)4p-in?&^wC*!1G0 z(z>19;LLV@<+sCr@CmZuit$(vS^KoMKEbbOz(~9Chqc_2Xzx#17}&oJWWZft*vl;MoaJN%h9kG*J~+9;5lacb#dv4vsMnL^!+N)P7V*u2TNt1y8OZ9j9J)-F6$rPh*Y?VHW-FtP@;t5gcXcF1~YO;XPE!+{LqZL4S_nD6I{5u~) z&E2v5#@$#d#Ji(e+71tK%AdPOj=p+?ODNShccm@GA>k^mviumFz!O2~P2%^dy3N$; zUG*qG2^D;mbLzBS12)GGn@0%*!-px>pyO@!u+sV4XiC}xMqNXA^j=%RK3dIhT2_E| zpUC%n#%6(L1Qf=OiK(O4?NalHvetlV+?A%j7<)8+uaMPLSr6*YeN7m8Z~&fsFl^0t zJ_>zX;@2(-sl#2x!%^bvRPj&|&F#`NaRh)VfK@g}2@-b}MJ&CH06n4fx-2FOXj8Vm zt!vnT7)~P9c48U4)^Xjs&7>ZBZ+Q*`v#cVd#~zsbR#sR z{odqI;|-k4H%x>Jw4u8@V%C$T37eK{m$;Quinfa)gUYM;dL+nBFO2#dk)n%T=E%BM z^g`)(+&BL=gnv0cdS-VU+PfpCW5gwUO5596!H@1BB&E zr;7{lZ2EAk%d^2jaX)O2yzP7_Qx?X1tyjv%4x%F^&)5T>7^1nQ=WCdcokj{hHCNM4 znxL2VoqmG8-dM8k)p7fuJjke-|F;;OE;9Lc^fJxYooF9XShYG&2l2)a@|*WtqUC5& zHWd*^q^f{q)mWX8NO6K?oT3?$7?@>!_9$Ew4QJ2=9dew zE;h#1cH9%bWa#g3`Rop5p*QTF&bxx0e1fI4juYss-7oqsZ4DvbZDvz@&Y}eAj)UGi zm|(wqD#N|NWAHvYU1%2j&epsuAK0=e0t^FZzT~9z;dYCvcE0lCMSF={Mzdy7!f0?J zn1$DOD~i*PU{n*F#W{%Y3J+>dAY?Lw;zo`)gjbJb)@kglBuE`KO|^_FC&WHez35XP zNEoa0858)Jf&2a=Hud!GLY##8D_X(NIk-P8`D&_wHkkc3^8eO!;JnCM@PAUa;VTw- zI50NSlkRT^#cM;wl;2(kN8TuX$K^{9U&K3bNz@%A67DV?6S4)z%4AV5w-Yeh$SJRp z&kl;^&-iP%+M`>K8&14kJO-a`hPr8v?Sr6}b{pvsbtpI>Z*Xc@9k#hwYOJEGYM|bb9r-+571*p~uGRKMLfYePuNQ8Z!{z$tS3$c0%~X1wvyc13VLM0GhOJ6L=$-PVgcrJ(Iuk2Y#Ycr%=DKq>}F!8sRZT+n&uq8NkStt4C@Lh z!`21X0}FFF@M$w6Xk8M8eJ@wfIBb_e3jw+7#$`3p%_eiP+|eM&>4>vF{hbq;~r`koTcHs}xnJBW8vK zzSe;apG_>z*C+$ca$Uq3n|<(J$;Zg3?wT+R$khs5ubIWY{$R2BK@2^-zR@Yd>6lFL zUAa}FqclfY=5n(yO+7gF?jZE#JG`V zAIOa9M28!yfh*^a(_FP`06M=I?L{!%7OT3};CeM-YqqgeFz7vBGm=42#?J(vB%?}0lIfx-;f~E0B&q?m#+M(hvs){ z+NuWX;r7zBvfYOe*wvlv0<cRX?1H zA!2Fhn~L7Vc0n>7hf7{`7wEsc`KUj<3!Vnt%dHLTg1)^!YLiK?3omz@pEW?4M55jE zdv%0i=EFn7_&O=z!*$QuY!U?D6wa`|@O|*s>WHRRq5^0|?vzoMPy~~h@#-*!1Hhpy z*RI?m47(N;4z7>C1_Remd=_gSBJ^39UL3)qY_j+1FbuPtK#QWi_N-P`DA7qHdV|kd z6fLW)bj8;cT|M~0@2IQ^61&w(NFtm<&mu#`@sZWH&^fn|fmiz`32(BMo8vQlfve{Q zzS7ACRy9_A?!UeSfsPG@fzjTOUcdZ+EzTRh=uF&g_x zJ~y(UKoDMDb^97B;0{FxquUp68$och>$p*$1@K0{u4Rlo1>d%tT5c*efVR&*Ml5#p zTAnf3>FvONYe}zL zD;R3tHFyrLbAV5YvpeM)FT0#^~1 zz>%uW;NwtGV(`Qc@zozVzT|%lgeTrFxPO-e=i!Z36RWDQA;zJ{V2c`5m%MB0GE~FE z@z)k{$5PZFUGHwV@~|2(_9}E*)W(CwMZps*ugpR9rvJ0!bq#3mK~L2elVy-`&B9cY zu>nqq=0AG0r2*m&oHk0{(*U2O&S`5&G{CYOyhz{H08c}5-&N{hAmGdqecjp!>{9pe z9u=vF-P#KZ$N0)o4QnFXn;rN@WHM7`y@$CGeJT;}BeXOip@5;<*S-zt<>*9U`l$xA zj@hbly+8&G_gySXerE^yUP0+r;(bu_D^_v!DiLPox}vXQtM%%ncZUpOx_l*aFd{j! z3zmk5t}#b-!JZ?l44v5jOnBeEbq*RxdTka#^x<~V9Z{q@#VyC)t3cv6SZ2d%lpAFzuBz4dp}g9J+gUx(jOW`wiVkhF~Rdt zxpPE<1rnTAUHkI=ag>f|ehc5RM3+;m4LMF&p-+;%eoJ+hNW?a9JgeiFj#`>F_@>j61vF3Hpc z;ArwibkuUb5Nh_geZKYa4Z-`~SCN?IX+jy7tBTyoPXs!Z->1fcCkbj=!K)9KMhVVk zN51m#f1v8NNgZ9wHRUX1RB+77^sOi?JbCwEGr9o}uQ5jWDZ7AuYycf6&JP|IJ-?uC z=8HL!Ui>^Weg$s6-}x+j@G|JHM9_QlUj|um`Hurhe3&0-ng)g0AznGtk;NUy;OV7! zdEFOspuo)#aCKZ2_62g~gf6H;=I`Q2{xz6xbMEH-^i^05a{O(6Z9lFC=joJ+A2%k! z(IFlB{RQUGnX&%Gsh$S3tjd2&^}g~`hGNw4;#nd9@_TUIR=h&KjeEAasrB-%S6y~m2{1_50TmL;$IVtm~Kml zW?I}5YDD55!b@R08&TsKp=TQGjcCJ+e}VXL13G-1=`(*!Hk{FV8J3rC2h(an`J3tc zfcxqj_Nenj5PQADd6#n+G%V@h&wF=4{dNgC9&7>Ug^ZP=1x)9c_DoL?hGKTO)Pb|I z23yeAtsdFBO*o4FoP@KP;=o5+?xHWclf<0WF3=@KeFfw zrm~led~eA*!u+?w*LwCB;31Q0f{W-ZE~g}*dce61XDKYgtz+MSyYlFF8~s=#VW!kq z;NYsWb|;< z`VjD1vq)UooCNr`?4<)qS0TJ+#@&q=1_y53en&WR1EN(wIbYon02%BL=FF_9G;#{s6Ylid9g@>iVeGXOn zBc}}@D!=HWx_TXWX73^Tc|Ak}nN!aepI|l#Z+D-J#n%QTM{{l>ioX%5H2LHoRcJ($ zG22dD)o(+rsMsdv2m&FPya!EUl_U5JtNkdgEIsge&%cN_%2;Xy8&3D=zYBUxy%hvjVocVay;)o}>n0sBAKjsAW1?(lolIK88 zc+sF%=mZ=d7L~)l`dtC{2j87~IIoXlnRszhSil>hX!`E?!XQ+m`}NGhmyt+AIA>IC z=A#K5$AyXtz2mYlRBq!sH@gAy3!ZJyQxO1bj!r9>xcVsMMK*yRK9dj;m$``8wZ&h@PeMxkFC1fxFte_N!V-uwHVm*n7KK77r?Gu&)M{iYdm6FrSc^_ut1!AmXh)h@0WE7m&1%cQm-nT0!NDiuxx-wjaR`r!e@MZDuzbWMPPIF100 zgBeiEy3xX;I0cp(dEeemPJ$$pchKp9W>jW?2$a@ zLNzA~5pCdUZG7REg&q(H-}`(YAj_u7wVbh79H~RX7tZD!#L4G((K{g%nQ63quNzNA z@}_fiJpwOK|IBlCw;3xq{EXlotzQE{yN!QmhNeT+XKwxZwfEuYI~OGty?hX#?cfib zy9YOHQjAK@PiDfQt52f09!v)ogMF;;#NE)jj&99Dg>}%+eQFLjX$neDD(Aj11Ki(u z{?qz#4baXC66JfW0-gq4=d_1$@bVf*q~G8HnD7rm*7=N80n+LFJe zP7AKxlh+pbT>zdNolmg8jE8T@E+M=0vmun>PLfJmHq4*n+?H0A4cP}3*uC#&gUj{P z zCZpIbC0v{F(5LEFKf@*nbIuZ?v(h`@He7q+sn-M7o(FhFiz~q|w+ut$Lrp03f?8+k z4?WmCP?(om9ttT<|g>)(T1{hvwuPw4`go~w@KW~k1f@hZ;xZ-2uz`jygU`mS{H3olsaU5UiiDueH zvp?pYMW~|H{3eGBGS8vyoZsSto*bBy_xgW7c%qgr=Q`iLT*CW#8m}aQEH0G zgC{Rr&~EDtyU(gE$j?zEJkzxqjZ9QFowjO12Ju^cpB4_I`->LJKT2)kS*ZT^hS?@4 zxn7oje4qq+&Fc@g^I_gn!Pb~+>~E}>AJeyf1b6RVGa`y_N05?KKk$l=0NQJsv-ukm zkkX!aui~tB!D=m|BOUVl4iWUz5t^m@KfBD{*`cW_Sd$2O(YI(q*|93 z$HJbcom|Me`btt1=XMnBHKMMubvrUSgf1md3uE8OFLhk@xeKF{!5VHl`9dgei66PL zbi=A{4E+GlM!1-Ja~--`jhdeBsJhi2hrU-u2tOiZB2SiEytJ1x(Y4?Jwbq#o)X!c@ zY~s&AqZ=jJX};Y>Gy8NyUl^Bzwk3^sxy=t;48yzQ$wHCP@iy9O4{HpHK5iX5a1@`7 z%Jwzt69n?nL*0{KPe&IcS)THMx4LDhD%x^JBK!X#?##of`o4f~h!8TAlm-n-GNp-< zh0GF>smz&Wo+DRe2$lH?kts!kj78mT$PkqwW9F$4(O{_1d+xnmefxcX?;r2;{_(rd zv+G#*oPG9Md+mMqIeYKVDnhFb4Gb+9KZAed2OGz%17M`Tt&RTHU9fBvrlGkS1I5%A zn?f2ekm5tz5>AD?&{Z_z^yNnmEPU=P*N>)iAFuLeCfRlIc zpc9SkdnE^-pl_c(vX+aMp|8q;@|D-0qq8QBc5I&!(qUOYRLWO@e0vVw!UZ;?wfplJ zyK_}RL)v0ZZ_{JQV6-moUQ7aP>qE#|x<>0VmItO|(`&Td@ zG(#$G6=9H^yw?i{ZXmH|_07G4JAmct*RyG5PLQs)>sY#%KJ2F7@^yBP9T?NS@hz{v z0E>14X1cl#P>7EyRjzUbJ<)f+hAul%eEUF6{Q095c*MhH#22Q<1qa{0D6o?Dgvu@} zz72t9a3*6?fAN_cxa~ak+U|%ayx25od1}EMHhoNC$)LLgi~?sBbHx1NBCkoX^H(W| zrgn}QU$q&XlA_7#aNCH0J2|MxhZZqC>QhVoybj4%{G8W!<3hu%jT=g-xN&H0(JbHX z=#3~{@dJI=E*?~;xHet7yButp<&XA#82+*Uv*Tf_l5S^z2*c!llwUy6Obj@trrAYQ9{`4fk!A=-mqd zLT5CMC7sdgGA%QY1Gr%H)=Y}-{>BJI(`$W==V}x(5_NrFn-+(dDt2;Sw@XAe-G?$t zwZ1~_wx7I-EnL9tDLQIqdKG5fZEJ#+++coFqDf{G#`bLI`W};g75aB9DhRemfYBnS z8TElkxEiWxTOb+@>LFi-VW;6 zpON4-u)0l7*avhk-ezxzzYdGlDUro`V3AX1yYeC*RQFBur$;v z{k(uPCj+JI`W5?>`VMLxMDcPb3((WO7q2BvQ9;R$eV^2;qv77^^*?G@{NUbnTYTQf zNRW$+?8soi21R#9H+GxFL6_*PcAWDsJP1zFgr6Qx1lsMdh3qeQq6ajGBU)wGgOkiH z_sv&zvG)o|9S1CAA=LT7<{|Mj5b9%DCw5Q=I`Zzf^6Tk=qj;+KuB@|g+C%bM!6rkJ zZ=28%k<9cZpN_H!P~)P0F-&ECt$`k6ou!WCAoP3TE!BB^G=rrJw$szF+mC&%%!=G% za3)E=B^*t<2&&a6URjaH_|@{zOIAwtrrD@XhtU8fpPoQ+KE6DE=fht+_AXHOsX2J- z&pEnQ`y%7ZCJ{yz@!&WWf9kT}b8vikI6V8C8=CX4s>_MUf|k?D4n^bX=y*y>`?&-I z2S2D6RNj>~;84#kx=@_mz9eM3M6eSN}Voa`!e7ACC+i zUHIA#);U03)Vt(f2 z6a`1O`AEJDyN|9vXinZ0<%I1ixmJ32haS5AgZ5I^Ru>SgZPuImJWGhX(imS{+#{8h zRF$ZT|4yJ(4>_PN-tQQT0C%Hx@ym%lA6E*U5nFt<&1srspvyI)SEEi9p}WJq+UC3S zRutxR6gu|v1va!Q%w~(@*IAK^J*KyO@uUq&9L%Zo6K!0PTa2#a6yeXuo-Cb`Sr20Y zx_^HPl*swa-~2nD{R)gHQ@15sp#5>rEqrBT&_>DD>fOfKNcYDce#@8n=;rx6SNDSZ zXt(F9O+3~g;qea64R;G-U_n5!`+-3i6jvV4(DIKtmS}r$^UA#*ijwmQ+Vyun{x6*H&dKL2z|ZexFO#3%$^`>U^$jl=4q`(~ zgX$gKCsyP~<6_!kEj&bx!t5PhenP2e3CZBUfX`%K03)S@tcf6A0DW zj|=ezCon%Lc;cD=+U}1T#9an^TH=ZOZuM{%O3ackAodu$}xm*rf9eCO+Q{^8_3+98{HSsge;;* zf{o9`z|lu8sxLKsP?38R^;pFW2(b2K?%*;3CPqc4_vWk7%VV698mo&TPUq~U@@t<6 z{Q|%4_uNR6+Fp8{?i8#1N`e3BClyjx!lIu2G0>b|6tnLz*+3#LqegMU(NMek#rphS zpOx!Z3AUDL7U&|)1UKH}K^iOaj5rAzKkU0`X2CpS)_VCR0)8^3HVD;&ODIc=ass8E2lMYG}hZ-<>zh*uj4GrBXJ7^d#BdzNqv$)xhFlZB~ud412JqfAa0~=Kkv*4M{ zHFYn+S=KG8q?HPl&b-BkD_}o6Z#C}s%@6&tLj3+KwN$j^)^awjkkv6D8g7OC^m=V@ zc}3gshKzOh@^w-4>SuzwT7RrC>&0Tt^{f?@MtYQ-`+0yO6i=+YjZ&8*K` zA?#zq{MRmebf)(C0nT6JQVgG6w4I!FR}}oGo76rtZp$0{W1t%cE7MeG$Zq1}Q`aVsnFg7%!-aRiJlj3?&AB{%}K=@$&0#KV;PQbhB=53$QP3(9pgg1&VsdZ04Ri zBi?gcmG^jbL+}H2x6Eo^RP25cehi)OkN6UVQ!m^hZ32CW_?2?KVSMH-V!dNOMCs?Gp z1rp!C*}Cw@6j`a4duB4ornvMr-ReWbT_{Ni^17E1wQ`4%s$Bw?>vYkRZ@Qmy%hXon z%AH)??H+AN-o0YF=w1Dae5#l)-OIfNe3_MF3r7B!LL!@-&*|#F^I5Nu7%RHxJT?xY zJJe>YEDd{v9&o&t2|@y2jAVNf~_pznNJUunr- z2Q!HJMM|ZLt#UrzdhmBt09gw@PQ2thGEt-@tc^Q2<0+g|7 z3^wivaC&5S2ESPY^AkLmjeU~F*h1@Zzdey_N`p|Jv7-VdrJel@+vcZb79Vk{9tpRgA;u!l*=7`bik!(MLus! z&ZjG8_OE>KcUK#J-s6Hp;xEdVRBqV7{o1Kp^+zTNuUUCr6joJ$LY}JmTh$UIi>n!C<*Ttsi%*T^mrkKAJF8v0Ij}_^LS8qnUMoc$*0j7DUDD9| z(a5!uCjjVYU3xasdm!1vUw1n^Tfb7UfBMO4+a#BS_Q{p+_9d6R)%PkT8E8LyrSXHQ zP{^#_^?dB{pC6cjaZmFHzYd~%ZCn}7w%b>(<=(Mnp(UUgeeYMir-RE_k*8if9!_)F z54IhuTUM%1Sdpu|C+BmuY{OsqIL#dF*z`uz9O-}e3}d8LTe%=@*Iak>hI9;g{66O= zAqi1hwkma@$0+t7c(dwu{Vj2f0{Hu5g&$vLS|;{Cxz>-$Q&!IZ!MBGqw%i7UMzZm$ zTG$UvWtYTTi^mwO{H5(boV0S8O{Gc)2k$;dexrt%yq;XoO)a9tLSZhRZ zKk>u=J61h$r!(>6WJ!j!CybH9-7%2GR2q-TTZ$>?{R8hwI)f65v8m|q^BC~tzZq1O zi04HWHN=Q=(&P2isK@ZJk<4{?H$1ZvF@oAEIx*~fN&N9h<_%FrSe)T$Y`gRVFpHO9 z0T86A|MfQ(Q*jmb{;0=CXysphElJ(K@iHxbAeWXGPYTiH{RM-(|fY3#nlPp1%Nn>Q)kqxBtZ)3za=6nxU_=07}z z6nwHykQf4ih~B5UOWNG+^pcU0CYyAq!Lx=DUx8=YMvR8eK&^zYsAnNTYNhj6GcsK# z-__kPK}B;33=bxkV`_|hcw?IA@4cOM%iA@8a0o+cshZ4~TC$a_B*J`(bN&(sVeBJW>peM&;!^B&wmLf)SgyFy0Z zs|B=?koU2B`bo(91GimC$orPo=OpC)h|aotBJ!ToLZ5`Zzxc$3guHjR4k01$1FgGA z$a|aq10>}AmOZW{k@q>D6-mhZ@d;lN z^8Rdg4heZLzwm>EykBJOCn4`2Es>G;{Cn$2$oq8?HYDUd^UDkp^8VEi783HFs(pZj zyk}ZYAR+H}Om8M3@AbDnB_Z#RSvio9_p)ZJWaRzVh!PU=J~`|P33)I3w1b4af4niC zguE9Mk|QDSUmmt5A@4t^k&*Xib|xg`{a1@+F(UGQi{uaqc`wOFPeR_m^oSrK?;CfJ zk@uBMWaNFWuO|t4-|g}nc^^7OM&66ujUplMn|(HskoSg(o4*o~_wP+JhKbR~*0s~d z5~GjN`s{TlBJZmwH|r9S_cx2Iwh*I_c^nq^AR_M*xok+$$F6VYen~{$2cK?8AR_OJ zn(vX2_b(s*d`CpyAHxX_ttTSy%?@w9MT|b?H#Gc{7=0{yIZcTeeeCcmXCOu&+h4HF zjTn8bpR<;Pyg!*ilSxG0cTM&v6Os4(*=iby$a@oLG$JDJv0eQnL_*$gop_y0MBaC_+T;_F_xrd4e-M%P z?;Y)!h{*dYlgUvc@?I;LikgJH|2~p@h={zG+qz6b-q(c<{e`?Quq7k!&s_Z*c|V+y zN_f7xMo9rwT~O`~P7TkdgQQyDGq8b%2p={%2Jn zLv99$QUyma3eH_D@nYng3@o){NfM*ZxL_#?OPevwy&jf^u%v?pZMwA@Ke0@|huf8v zG{oQ~{YypV)%<(tK?-(Lj)i{a&>@Z0urVTelqem;LJmev918GAp9msF()oQkRpjr3 zylfWywnf@Q3~!ebNwAn0wr$+ZqQT_5Sz~9BLUFSw-6h|Tmbx{LOt%*y#u)m~f$5Vp z@@bR-=fLm3sWMqeA&h9t?_vj)Yt$LNlF4T(;U67a#fK*aboMv;2Yp|}o_Uhy>ObK7 zr08Z!$Ns_E$8Fd+Ni+Qq0g2CV&$>e2FX`_-mPAb(@#H_z`*ptmK<^umFp#n!hrIH3-M)=3_)L0a_$~9+c6MkU9d5KqIp`?gc zdehNTm!soknM@if`kc>DXu!K9YuiYynt6g9+jx zDGV2tHi_s+1_8NYQHn97n8(k+_xEp}CVh269H$~w)VCC(p_bjsFAOK7uFR0-vc~-eI+{ap zo^N+t^oCI&&?cCT={2AUrlU=dZ^gj9-8E?&Zm-9$eaNzrVf{JT{W?d#V9%G_*2%|% z=o+hH(5*$EaH|9ANaNfpmG|M%$Ssb^Yr`xXXsi2@5dD~N`TLS#9UudI*zu2-4kHoZ_VAK$k#l_;0}lUnZ!D>U(Q=Zs8t zJ-VG=lB}E*2=}&;<(7`zQU_~uky^0U;N)5YMjf8d!HuSZsIowZHHRgVlvu+cD?9No zb%yKg?p|+OAgQzPki|sfOTb_)XJa2qcw2t+`+P7e{-yFR-TD{OKf`iloy2mkqQ`{qGZ+grJlmrbh@Oke=8k;A2vBSfS-2T0?|A30T1|wm zaa;4fJ#5f^^*L(2W^w1{33J3^oRsq}s0WE&wh_B@=Q&7TC(9FV35tGAPD6fU=e8!DK#ellJG3z`-;jVe$t|QA)miO~uw=DGi$c?RG;pJ$*o$!I z9YAA2mK&)V$(l0yA)2?+nMLO@?nX(a^%qBXC>_u;w-N*tR>Y?NR=x6HDmjPWV&Ucb zOj3zIA5&@DwxG;2YEL0_^rW;LuMaw)SgPi5>lboSn9Dv~NhNJPM3x7Z?&s5)3xpu# zgZnve00F&mKO2u1!&G5Tc;TWXa0rho@)}nV$SR#bEO3>+mYt+hoA5mviEZc6UaA8I z%rtt4b3ohd{Y*D{z*)o$0O%(qE>@ay4z8h-v;X2z|P7V=3!ZRC{bU?TMu_D7c<^=Z?`z$r=ecl(dF?bVX))m2YQc4bUp?y%w}TyU>{rXL}=YeQ@VCS-w@gy-fGM z0k*q8o2%u3CrmtWy!YuxD4H;Le%)`r9-Wf)Vf9^`_peG~I2dN)vx8hodPOWI>gP?B zd9_ta!AvcBSHzCX$VkqeGbvyRo!Vsk>hiBe*r-UBXDf8>xn<@JJ&yYnRT45$nF))N zt6mv=eZ=j>+mwQBhnhJrp~FwsD6Ew0uH<^M+sU7EFlq3)itd`Y?9@17gf`o2Iplum zLSu^TM)DWBVN8=O7bzRI^tyHcl_{OxF6H9_GRGzRF73X71RYcI6Z>@0OZD{fO)8`R z(&(=Cvh+=PvPLt-m_~9f*-0@~rC|N0)0Z97sAb*P6#1V^NVMCpxV`Hqg#MQAp>t4s z^1uc*ul9c}Sd)c%3kGydXo|sMIytHG%>!^UsmV7F5+!R?XSD8M@oKV04u^KXh^@GR zKJq(yGxr!GCFYUh(S7gGr@W{a(Z%mTX)jqG9n!P6%KIdGSD2iuw9XykzFeT=IueOa zHPSR^pKwCu8jOtGHS_<{=t(}`LaPc{qtGWTrl;1*1RA;_5H4VA)KOjQI-^&j29#; zoz1K3rGo!#MonJgM$xCp3h|a=J%ja&cT+;5 zRS>5=$)!2qkMz2XH>+qaqirQIGYZ=l;l*$Hx;dfK7XnYAME!2vwcD|sw)b5vN^BmTyNPkd;8_usob3{D0#kyVPmCtqT#7=zexcLZdV1+!b@ZXN zNAj~CQ6&?6QyGhrhHkvf3(KiysA39s>Dhl7MarmzsxkgT7feRg+VXy2Yi!B#K>m@? zH;=>7S?(_mK~}Hev6{uQ(?B;0Jj=xrzGVQSsdi-MD>(dCDY4*5PT+R3N}k?qm+;$f zql;1>UVRWfhjhjbQodgAL{Ej)9PD+vp<9eBH`Wf{_x`0CXn`>G_GjTp=^$(MP zaj=*(#wr`R9%1U_zq%LwXDy`^O~2B(NvzW}RjtarG7;TuA?+LW39w3CUNHH!fCdh2yx!>j4QAK6_bIQA z`>j&L1XIMseO6NcUC>@CIhg$r!I><{vspUmtW2qhH+>s2xE*q?b5A$;+mhv%Y&aMn zpLK+V;9XSGxP0_5uvgi$wgOJ3FdSX$TaLuin!=*u^#7$&5z6$xbBZ|TQo@fBFqIaK zRUC>ZM}YIumE9ro{-`rUc&E2IRr%J@12SI4Be3oXS+1$2pfui@hXe%nyPGI2LdG>Y z3wI`_a`)^7<7af#(!=hw?8WMZzg5bOFl&soBuB20a;%IVoGwE<%Ff!!`0*p2T>%mq z=kpM|kkG+N;dVF^agHRXqsJ?Crw767{GgkscQhjt$HK>ns2^+v6{DgO+tA3B_^zXPFie>2o_0(G!~i&v+w4|;*Ar> zLZ=55xB}kZM;mQNrez`}U~A1f-fX)kkW{mqwkf#^gzpTKbt##LoG%|CQ5ZkvbvU^eb<$LsWgz!wZYby$o5sjb5~+2>2*ydHPhvT{+_*5 z)P_cgor5XMQegn~gwOJnv)lneA+mhkP_OZ_s1NFF@XlSkw;m3C9A|QV(Sc-mj~954 zy@F)X_;S^h=-(=NW%bpuw^fl;LfL0}%DAIY4{rWj$U6~mqMD1o+4>m6cN)kS=H7u; z$2pQbIiO$iXz*ExZ};C-WPA_#d&Np8vXww1JukViQV6NEN^i(w>@7OYYtkVJ(y!M@JpLQfFWtw2S7Txz zV_h3f>8`Sg|9+ezKKl|scqdw>JW?ERdR}khqZ>BEuo)jLKqnkk&W}6q-TQ>;6}zqf5`neaFbcsngPCdg3__dVK9Ysgoky*_05S>JU*a#kkDL!|A;oJJPXJHUCA z>+n6e=XWNuhd&d|#0K@Sjh#k*w?Fdgk6%Wkgt|d#i#i01$^l--Zz6$5mWunf_N~ma z{VoQv2o$X;x3+dAoYoRklzz|S*tX`lOgYsTa*@8%D~f77?1IT*xg+ijJmukU=Z6;6 z_DG91iK}Q^?JTEBTY6_n+k!4O?CeRfSwsdcUD9d7a^>S5)wMk(9OWCH$8hMW>XrY) z0>ndN5hw3xV)HMv5u}#3T6IGuGl{MI!sie% z@aK?L(W=vB`B4o0B7tiTUt5Nacf2pP*h@0m>MdSdvA|!*!6>%+@ToL#0kt>3!l3Wq@c*qsOmH&UO2#T9g z>Y8G3iq@1{3klE4IbRurI5n!N0(qM9Wb1sH(xNYLPNq-ugVX@1&CJhij*3A0F6d6~ zrA~C6GfG`k3{KISa_hjg5n@q4g0PU4L0d8p1ta>s?UM>dEwBeSzFztmw%jGN zHKTg+&ob5DMZtW*n$nw5x)e&grZg^!hf~~)Qr8rNQ?#bsdh@Qv!na=ZE831c)8Sf& z+m4O0cyW{-lhSQb`VLA1rnDl8D^vW5QmGWnQq-eZ)YQz&UqdR3O8{(@DUok^?N#TasXP=c+L<%pm&^m z?UVQ9_t)hm$Fba~@Hi_v2?ol11!-Xj<3T@S;i#xW@r}o^$%3Xx?3Fw5_4>-v5Yjl3 z_!6EXA-=H3V@!O8HUF5)z}s2Tsj*P9Cgq5~EI_w!W%2_*U`!_+RnCCdprKcaD(5B- z`xZ!ZA4E{TCN+1@cM1JaVQcDip-@x z=ngFS+PskqTA*<3MmrU|4tPoAFc+1}!?7>OE&iGq4kp{Zhl8*3K#>0${q(QY*k*o% z$(v2HQm*H@>my!xOWA#8OUm7N9Tj=K*;Rey78F#t(qCPVheHpaq|@K_hjZ$yIA2y+ z!1_G{vid#B5Z1*}&iP{>C40hadT+$ES;6XLhi19m9=w>_27ayt&@z-2K+CpfhcMPN%H1>zW zC6S3wVV3n^d3I?cT>Lh;(yaAh=(-6bH5J|)x&xs3m>E6dw1MUt&gQnWr{HPw!b#=l zqOkYGSKgTQZxHVq=Hm%CCulDzrEkN%F9oTL!r_JUF;IVe)30&OC~(2c`EGFcf%v&I z2TRP)!>FUg$DA-F2#MLWH~Qy35dJmZUsB$L)}`!f_S<(EDpePy94--nNj>517Da3u z+ThaD@ZG^sGH@{dxT_t^>~Qj2%cG7V2~Ddv3yNYp7O(DgT404Vw5Jaj__7Fe+(&i? z$C{)1d@hFg<_xrJqKet;t2;ugjmAzEIiLe^o@&n>wNReYgqe@|VRZJQa4tQ51Dej! zeet?wj$rHB(z8zqhstUs=}t`vLco66XR@vrK=|ydK29vCvD4Z}&1(C@(C~TW@w3Ry z;K8fz_&t;g+FgsZ{onWwN(tV1m9y!4xzs7z-Ydd~sbR0+W{|&|M_8nqSvPfhnxHr? zQ|rxFL3p7_pwfR)LJ-=c^MSwj7D1vaE&Jxi%LHcIAM>(PrUZPqVx^CQ428AADA`-A zJ~xJNxcLgN;j1Y3^I3oH>1H^0UbHQew;a|Ap1`2e^^jnu7=2ck%&;4=ZG69djt+73`3 zNQf__)XDX||=mm)Z2A<}Ro{c5?fxsW8~OCzJJH?+k2`y)9Zi-2^q+@ybKX zt+3-IbxiD)S}3`Gd0*S{C!o5<>$-+?Hf#{7>!%xuh3NB(TZ8JWQR2(P(W}f{(41~$ zMmFx?9Vl=gvA`#$15=i1tgL7O5PbQYYTX{dmxuh?i8JZ2`0diKk_&Ml*5aG2&=Um8 zCkwr^c*l_1`-r*To?sO1eZuO~`4&h%+|Z79dk!r#E-XJrsv)+)Gh0!v6lDA)*Vd}$ zg7w&YCo9LBu<^&K&$}K3L7`edAMU}n7qBr>U`zYFEz}fc>@?xOkEZhG=t^vpk;_oZ zZAI;Dl$+C8pV@T_UCm*&Z#of)rX!=m-+1DXwO7JqY?d9G2zsO9+8>5iy{B>87Al5r z6*x+k`Mbap6UzrR?eh>8>u5i>-3jtp9a@G4%t7qkjsxQJI?&s)S6f=bTmdW5$FF8@ z4#4_}@B3fwXNT0Z&RS`sVyTHrG&k$CK=9z{nM`l~Kqwxt3I8VXmC$nY^yzNpF+zvM zEqz9@cZ8*UD>?ryF9}1n+x44AiYUI#yCGVAveg$+WjCiaSL%aTX>{)^=@OLFE>&E- z+8@>T40JfCJcjDkt&dxm%3)Y;_qHG9Rd8zR!8fbY3b;IZ=Y@J>Dag_G?(N~>hfj2G zF5C}tKo$oBzs}YRqpi2TeP9gV2fM2m%Rb`uVQSbk^m2kZR45ooD|K7pz=qzlexcYB z*4X@zNohBO+n+9%uYVB&b{n@CnDE&FK7je>>7)*H)SygOP`L@>Uue=xL=OP>NCk%i z77=-``ms5OSM5-|I)A_Vcq0rwrN5SH^a5&54b{NSH25;S95||mvB_JPgcgnS!Hb^H z(x9Og?P3mBJ*$fAK{UfFyI<1Fa!m|d*XD@c0(sD2}jiZX1j5{DM%3u0wEqf-+r0>bfH-mw0D`vu`~G=mQ(1YQe%wgioHW7?9*OXd(bA7-dLU<~(mFkJ}~eM*q{et7i#Hg`gm zagLtF(xB8spZF8ozdx2b9#XsI{H-=Zzj(9}o5laU8AIXlJ)LCudg z@HP!me4CzULwb5iEK>OBy%2rI1ax#xZI+~pLv2hURI;b8A=Aa!6PhuJsE37DK7>;g zaCvXCwsvQMYoGR)yaz?F<)^-Sq2Dt&pT6h&xWX>5eyS85Sm2F*Mx)q$-iA=E^n~ft z%VVG&!u@OwzdZD+HrDbP-x9wXAGh*>_^mJo56lMy)pg;JS5(q z%1Hj<22U=HKjGkehc1R%&~hu)z`5?+D*M}AAnqk@u5h6T6rU;WW>oA2p7#~Y#);kF zy(P5G@MQ-WeUxdi47~%ES?{yYO$CDgQeKiGbu+Acna!2Z(u6*^{~D`*jT=H=-@u0> z^#h3CQ2u(|a4XU_>3Yks_C8uxxwd+T^Gm3mzwNMZZ3?s+w}eheUj)@Uv)4i!Kf=KL zfiwJKt#Hbc<;=xxqwu^hZ8FVt6#8|)cr7@OfRc?$YvGY0kemtm^_Hg(0w+&7M*VVt zaEF(xxsJ%d8X@UOJsjR2QC~k2Vx{Vik_ZoCe$)q}U5}f>0#)5mLD-iK{zHBsUKD$R z>2W-SaXUSlR852Yn=YA;BYaRP_24U>8H|H}`67mJ17$l z?L+aSwli+9sD(6r_gn^#@aN0NvQ42(Nc6ouw;#HabjJ2Q7UM^5ZNKvQ>v-fPyHVDgWTx|4a$qiZ zOnY0cnJ(C0`1~}2+XPZsv-HMZza!+U&mFhSbRt-ub#0jX)+%+JK_c+rfeNXcnO{D? z@q8sE7AJrG^F*%HCnmRs-n^Ft_uXlVm%sK9eyQHM5pr*s;@hj0-o4E2%S2VLx6Vzq zD8P5unQg)`(cq*#ZPu1#1Y6@8*edmW(SgvWI|(nt(eVsh&Z^2Q=-G2gc_Ddkh;;U* zzmjnqj`$YKgyS}Ww`h{b@@7BuAxfE=WBxoaT3Z}#U!wxHSIlYl?AC!O eFLYg4? zzA^U777ZNSRDD=+U-~p~9?+mGzye-v;7{~Bjm04;o_iP}wZEO+03p7G zr}3jQXs=lR(d9)a)b6nB;OT1@5#88N^(|+;k<8A65g%R}qkTJrX@lQ*LHEAXDmlrT z(4eh;KJ=gf7*8(^Yl1MC=c;9K60LpM?1v1R za2Mf-QT@2NPb!3!)%xJXe`XJ{b@y?hY37Av5bZu7D=* zFN4cM0U$oOOZPC=y1)J~$(=cE088E{KCd@&MUgC*+B;8+f;-LJNa;E{@VDl38+-`}Hed#*<6)4A;>qdQ(oEi2P-aK%ORQu-J-sn;@cKXt`cHWxk&v(G85eQ@8PtbdVH7YDPtGT%<$Is*rk^4l5r zX+hwDqRiHW+Ymn5!9?>(rTiG_mc)2?W{m#6@piy;zEo79l9 z8qF8BQcHC4aa?DNiW6dE9iuPeI{s=#oZsi&u?5qGx<&V%~olH79_8*EvV@)aqvij)~(DdXn~( zRYg}AIM!CL?P-aH&;6H$H%0rv*oD)#Zyml0$&LT zFA&V$Z|MblE(HpRd~rr~KQ?^*lC=pwl`loTUNnJ}Zy$8V>W_i3NT%7)PH~`Jd&_69 z$VaKi%#Y?&&k7;40c!0i7Q;j6v=d&(GGae6@#bO))1`)tk`gU}kJ*Hhg*CL7_RJ7G z4o@E%x>HY(Qkc>X%c&*An&{Q9y%|RkKaghoCZ$knaua{xS$QN?w5RXfBb!pG-~6{B z{#}*5R1XoWrGlDM0}q5fIH53zEg77Dw!zN8;1Z-B%Ce@ey$0`vo;N5Yhr^ewFLD=I zgFy@DcX6oJ2gH)Mgj$4Ift%$}K#jx>P##0-=Q;e4j|?IxN}Iw(+LS|Dhm@gFq(Lm^ zlRg-{qq4k@#a@$89tbntc@_sMuUI$G3hRUJiK8~r*}5=(q;u~}p)}Z$|E9!|${BWW ze_gn8xEZ->;f&?xtcHaP4o5pvh34V%w4+kD5a4J7h-p7#~B zfuxPY$PNs;xbLcQg%GtVycvtSXP4FnR%+87T;HluqqkvbqXOpJQOA@y#iZMi?Bbe} zj9Tqz`iu&pu-2R#IHKB3TdF+Z^M7nm{}nSf8YdQnx*x3F!r zxYCnh7zV?RbAF^629|XiA*J-g(9HHOmwLxAd~5Gk(b61-EA$VUcgbpgz2jx)g^}=?# zRfcFgPYVBz5Akr)tAS?i!(AvT(Zy=k&kvOqehu}zVS<7=j`j{zSfQ-~-}|ii%n`2c zjflU74H~qbZFra9g2Gf2!+L!@k>riI30!P=9`fz>OsU<$16@>|*qifMsCm<}`GpG> zoj_z@e$`?G>^yC|vw#o|D(h3@7QSDFZ8t8KLt6+)yjuS`LnH`_`simmM#2$3U}Cj% z#vTxyUcv=D@_=5?&oAzk>H{j{&yI zcAR#L576wquj`FHNokyOf1u$M0sXPpk{>fhfF6g{Fzt`4Agj5U!#ErS@}5k>Hg9&r z=S5#u?V3x-FYm&MxNjzqtub_)AfW`~dd#;%ujzr*#hI3VI(^ubBwk77r;mdx1rOIY zm1FSqgSElyZ|Q?-ZPyK6!whKO&1E^a-~`oGs}~88?Z|t;;yo=-4Q%|`G;tbRn;}uu z9L~A79r#CVx_&XXL&Z7G?QPv{P**y;dZDll?)h$}OVCY(4{Zw5EDTlLP#eq1K5zuM4X{{Y>Gxps7=x9A&U zdkhMIVDlFvL0mJ-|z zc58;=@Bq(^)7baZKXfg>?zTYhp3i($Kix{;c$Gyxfm1mFa(hnS)V?AHcSShp^xr6f zUmwfy!NgOLbdqPSvbY8qd5ZEd`Ky4y`FpaFDTkovkmH8z_5_%m)Bez*{*~}9^|9hG zwmzoLY~v$7PAilzf3crYz#S-IuzSuha5MZQ!U7_N6+8I zxZ*}{JwPe*@56%ne-hH^)a|5vBEh(=ns1O7z`#1p@mM(m zx}+z&cSnW8`Zw|KwjBwBG8HEAd!xxHQY=(gSo8o;FI(#osDh!ifn!@$zctK6+g2x? zcZJmQT%$BwduR}N^=WmG1-y1)*Zw^9#SonDg@x;zYC*Q7fUvgkc0hrfMiTdC66(&R z4wXbQpdQ^KA&IzYg4I;Rfn}MW1l85tN{1}w2pNSVxy<&T2_Ht9@9lFQCwxrQ-7B+e zg(coR%V*GAnvXogXme>c9tP(3PbDi1@Wka^X=XcdkeL39W^c|lu%Xk|e)uK=3IdHz z`ddf9w=ufDXtoHbupVKyI2aClqxl+U_yyp@*?Fep>6g&Xn=}R;KTR;ytd8fo9ZK+G z`>AP3Aw6)T<9o}at_PjpQcreX)5Af3h;-t~K|S~)8p+&;3cw7Mr_2|!g^(({1 zbr+0N1zhOSG*Y@gZa zj|ouCPKTHb^~I*!&U;f@(*qPi5*&6;6?$XjV69A^&zI-bM7 z!VR2Z*V4tE7Qe1QdOt_{$=4x3BU)G*@#-qvs$}}fO%)El)SA!h?89MJEXLL6@jaBi z`HJz`pT|M{b-U;2P&BkuR2}Z%@c?O!sio5l0YJ-%9Ct8Yf+Qu~(Id+qknZ8A&0O-< z8J;}aT4VFx7O43%_7Sj05i{#bj|S^lDfJ`DYva7=(4do~Qeox{;gIYO@imXA(DV)e zhubgyBAhx9${T)kks#6PbAIFQ1wyeClUnNIuatg!v!||xw_q_k5x-W%?6xF^tvA;U zyOa!tC+KqENdUwtYj8fcj>4Y(TGeVaBVh|mhT_qM>kxWh?I}a`HMl#m_0}jBbFFYo z(BZaQ!jMVZ??q#M35g`dE4$TVzRf0#AN{Tfj=7FiKi2AjpHSA1-Mo4*RDagY^dRQj zB0^tcLfKNiWag z+hAvCWK4Q-8(cgrG;yxA4K^ywf5K0-!DPwa6VA(R5OAqj<;-L{y!0)_Rw7x!BkeV_ ztG>3v_iV-kclv73W$Mxowk()$pG$w$ds3(a{TQj6UJ~m-Ya*nk4|8{*0n7b?3M1{P z-PkfNh%@S;TMzzSDy@o=sTk=y}B>sSGgiaSTZJ< zxgw?OETK51d>?fA!6r}9bu#Gm&QXrZJ9emYgpVdgMjrIJcfQ-x=L}RQOxkNjeBlOz zOF#dK0N~!h^p+_k2-=haIjTN~z{S!R{L@f`p8c5m80eq~qlVqGteGirER}1_?pOe% zes9sbV0j(hK34BG5WWgJYZ3?~gWS*NS8_uX&Ca+F$O4Dl6q$F{=OqrU%#w)c+5`V0TZ z?UB8=WTZq!lE{78t6@b{WJg0b4c(-KQdVvmg>2cg$T71bWTor|l9^GdzAuz|e;&U- zevj|x_v`Vv+^^34I@dYpdYyBwbDh_Hp3gf@-Ca=Uw2k2)Z8yXop7AhN>;^-!x3Q%d z{~-Ntvn>`vb`W8AlFfMR75scpq^Rfc9Q9@8U5FC2yP)i&n6&qv{-WLb7e%_U&vt}`vW!HgO*87`*b zoovxl7vdUSMJ>eI)38`0W{8+pC#9OM9z+Dsk0O_w)Xq2la`hudcZK(_p()rw9SxFvnL+O{VMGQ-lhce(h% zcRiLHjqIM#f8UtPLjqf+Jr}CM>w7mtNu^RnaGEVL-^15J7F2{jRThu!O^HGu4@iaA z?n*@TEKk#j_uNP9+%sClQDLY8cU<+de*lUFj^w)}-pGXH?yy&DJ8FJp*Q6_B4F?0- zsQbH0VRhEnwW2x>mITMc-pYizx=x^z3))OW2fyP=e5QZUV&uU|-qblO^V^|NCA?WeLkb-IU*5Jc*bW^*U%%j_ z_~6*m6EV_!CMdi&md8gR`GZNzIppniI;#_vuO6`Y6lo4+FNEs~v&$gUQ;lkoI{~3@f(UcJINQV{pxLHBB?bCW$f`WXv)3D4 zdTP#fQ8M*A1FNQLMQlNRNZ(?A2IgM?mm?{5wx}I$)K|ZJ>Cpi?0WOd! z&vdg9`M+J4SI`DrIM={ys`Q@#Oj#cH3g)n78!6 zNiHARoRK}uMEn6w(rNhyG-GE~eyGcRJk$mUia+>^Zo%GR_nI42mQ=xRI@8 zrSJkbZM+b{aVN&z!$&{=^s)>eQn2z?v8$y2GaASr`9}47u zbAUA1237>!x$pK6fNLmyX>c|LBxaR#6D0CL`MP{@l5a84xlzPqzkLeIvqu|BE_Feg zw2A$05mm4kOP$G|s)Wkzc2^hfKSg~@qqJAq@GsHMrz;uKr~{2?D$7;AeT5_+e$t-q z=|%x$MhZJ0^&$?@q;KgbRzNYeks{`T9T?r3nC;Q;1p!Nb;vdu1U`EB+&vx_`FdU}f zRVwcSv$#7;5duBnac8Jr%eNPP7Hl(q+S3OnbQ-GFmMO5*K*P<@A%=olKQ-CliGtAn z<~Pit`(07Pi2tqTtJjb>+A1z~=Nc->dO+A`e+{Kk9yS@JyoRO^(P6Amekg+;JIQ!+ z4iTM6a@Z1j30{f3718?A1>Of{VszOmAx~6an3<*xm~^ANRFhjFETsE`#n=lVzUIa_ z(AEM6cSWf^a&Cr0M*36uED0iI4i2R&c}#(5?y}>@zJp_kr+%i^2DPB%@oiyjHE+;7 zIp^z&3vZCI-Az%+=6-a$satrw=QVoW>QGI1fbA%?%S}vQT|`wH%MBNtu7IE+>+1u` zuc0Q_itm?k4e0s>4%`avgb#(YR-V`=H)Vmiym2S^S_K&Iiokxq>35)5+3{!xM04ca z!F^0a?M3Qhho%&O;asMo<<}5s$nJA3%XbI1DEC~AA%EC|0ZE;HeGQ)VMABbP_k&2Q zT0J`xUl3Rbst{YK zJuOPe?1IJvt8@|MVjP#j^<^(Q#rt$m6^R`Bsy+AhR?}WQl8TQCXi?gWcAb55%EVX} zRZgdHyFD0#LkfK93PPgrR+5B_#;g^^sEbmRB&VRnuM8(jBa6`;xgses)nYVC@hNe4 zauK5QCII{w8&as)TOdZnBgeq-M>n)RQQxO(r{`O}(c@hO8Qr}jDEmXp)w%>r*q+y6-KbRq6wLRtI37L* znv6YU0}coxlX*uwwpT-!ru;2@Vhz01*m7rvuMRZslRY{SSq~2`3m(OLY0N_4ghprN z-Sdd|j7myFYCF1m@%52jwx{UqprA#6@(UCh(6syQ;g`tgX5*{p7*udf?cEAan@%Kc zyUaZB>=n9pqCB``=Q|{0l`^;oX6(3hc_M z`gfxCMyejmq+NJ4D_qpf>LP)ZjB+ZP4|&tsM+KX&n)!JT9@JHj%+mX(Skp>KL;JXwOfK-Ef2k7zn90!oR1uK(X3ir ze+=c8w(X38uW-x@XCBhxeZlHT*!k&Re1g4Z)Sa#~IY@MFI9gkoLV1F0-td;D7(@_tyV}afg9gvs9N+Pq;99GktfL+S z<#F1)vO)3iA&qj+jr$2;LuD3qCN&8>3P~gO&m}`WuDbu=XLlHU)AfCCRe9yJ8xaHV z@JElLjy?M0irUI(`X|w+&&LcA?a2xCsg$EgGWoNjto$*QL~)?`HS2NIF_OyCr(%xI z2~u4ZW~oEduhV%xOS6OOPnmGzkVo*NlD&@T;9ZE2ykuAxn+Og{`?%jXKLUnW*SyF3 zu$?F4>B(mwF!G8UvR&qHv!LQGHQ;q|oft(WNe;z%Ar$2L^aX|^iA2tI(0p}@L)od~ zPO3zC=x|o`!G+a)R6!3_KctJW-%fp6&VN*bM$ZpcGMYR=xqA4J{C&^S5JAT9+;jCnr3I}`?wV$2%1Tz&*6+J5pzd9T!G;E`bS2a>FS;|x?e~WQ2UK{CzZ_zo9UIy)IF*{yKu^NpAC4;{sI<~ zwr}V`NB^tG?D|zMN{LoGa5Q_j`0j2fvXn47R3wuL9}W-S+t<<#vTy9|bOZvC-PS4j zLods~^wVR3{m+XL-F~g<84qWSH$yl7%yK-^de&8&cK{FX4_zmboZE+LlXsKf=COnK zL$o(0_YtGL!@rIY-pbRfb0&N~Yn|Rkti1l?VC+v~&%yaNiUI71nk;b)ALzXD zGHyI45dM@!F0`TNApPn8=vmd05<2Kmf(Nav+<^mE^3nHb3g#iXB3LB1v51z!Hd?m7 z*E%#+gDk=->U1A{2ETBfr#qOQAsTrGpJA3{$Ta=YwAHB!X_q7ov@rX_qlZO>E=^}q zdfmLe^V{oSr?n+}SdALBUrE{KcyksPQj)^w;Yqhy;Yf0db8;gDi+%KBoE(}u*p|$% z%}PrPj!CfJmwJn&W2rkO$Ea z6UhYn?64OFYj6X%&NS}IAB-W$BA>p8)8&!zQDNdLW@(WtJ2kf5Yq=FKk@17#F2XHgF zBf_`u4LDq3RlSe>c2|=mDQcm_7Wt8J{%ZajkCK!sRt@MEaD|qmJp|eVSU)jl=Pg>m zkPiPmJ5HmY2Go^A>t-MnY`sCPmV)x~?(t9GPTOqOu?w2F=8aFIoaTMcK2Te3rju0U zk5;67LVK_29AbzX+e{}F*m2(Y{3rw*u(<#e+g-Br;mqaU%cDo>Lu8J z`=ywl(kgsfeZ+T#&Kyy^jqf*qsD@bH`tV2Q7NSm-+XIO^Kj0FFG|xSxYryf9BB!Js zYMT}Nx1acf?ahK~i<{rw-^Y8S`p4Q?QB!+g~>wP=K z^Rp-F%zlf_^d>hUCLZw#)KEv=dpYWFKOvWNop_Tw3FUlKiLb@~g5jRTZ|Dj6_Fp|R z7WTP)O<45cL^vvuCUb7Ha#Y=lJ4zU}VE!H9yZBp^&Ghu~4s^9R5x!;M)2~GOqH&2^ zBYgg(%284t9p0>>*wNj3GAj1HoA>XQ$PzEl$f~@?!1IG}0I+@%&CK>yeeYj0v`{_z zwOen)3Pl=#i%Qub!WTUpSdAcZ~Uucjc8gtu-8b(J+qZ zD}bKE^H%r;H#B$lM^N)#AK0!w{_`Zs7*Zz?ZnNp6!akN@;Y!!LsOy}@#~EEx<(l#b z1rj%0Ve4G*yRXySh@JoH5dLHnXtP=_-i;zgY4wrk=;VuVTe5VGJCsZ}EBtRinRT9< zR1W`ZAo_W!qb_M123jnb3~riEh6~&C4qVw1x|u&|nKxWb=Pa779MI<=x7kb&WS1Of z!+%6pw;cR!j{G%H|Le++h3p^UK|)&2FV&Gv13mn_p+~#qzj{9Orfk!dv$X|_bmN=; z@$$$tsG|n;6+x#`_SGS~P=xpC;MP|6f`aGQ%aad$M5W^rq;Km}pldl>BqcTiEuAkE zmEt5)&KI4neH0i7ijJoPT4*g$lArF%+1vpbl=?v)ZOMWb1{VouRp~W2o0V_+dRG3m zLQk9Si>ECcR?tg)`pQr*1;!;9lGT4iY_`_uhOV-&_E{9b{j?^z#dz)wvamPsX;l*pWU)Ul3 zBdzE0W#t5TvCZ~q`9*isDOY$~bND07%^V#d*5gJzr_V^we*S@5oIB#^_~XoGL;me1 zO3MUpy86EcO4W;DmoC{bkpAtqLF!f(OO)LSgUOTE|gp`4u z!Jn%Rp|F6er9G4JfNZ8b1az*W9NDb>UazjeapvncOkTV~gao%R@gLzZ9CYc6Pi+{| zSUJA`?A7-`rQ!O#%QP8M!!Ds44%d;)@P7N+_!%HN&t&CP%Z@@)o1+ME8rXF5U~iRO zP19d9IAk4(o4&hYhN?x|2M6!uz>*R52}6y)t2F&;X}8v)Gw7%OM1VT~Uo-romREEY z9!KF6I|lr;|C)hKj_R|R?FX3aCVg(F{MQUIzx8DP4?TA0mn6at$~z+Y7IzJjSGZ04 zQ|hIQzt=nqueZl^1?ReNcDU7~&WE7|c=WpI!F`s|?}k;mQ&2i_xg~Oru|3dCdXCIF#^b8%DBD~PXdc@W!fB83}OPj|1B4+9MK;}{;Rdfoc21tRXM+$-hz4k+vx`=a@A3|Zu6G<>mo4mXSXtx~@aqv5Kz{V|7!!Abgr_p>UD z(R-o+H%s*fyq+DiQ?B%dR8ftfVs1+`u%~5E{^He5Bm6saFy@-(2-7Zaeph?Jv?}J@ z8qAt0p0X+4o+G0j7CTI`dhb(Ar*ylH!Wyx*b(DNyn;XisVvU+?X>WZ;LZ?EneBv!fwPYzE^ zxti&r``hI8-d+CyZ;DC`X~Vk_%8MBeE{lgUY+qoy{0mCKS+G;Aj)BYmpsfqkS?J!y zJV|SwPrydW+Y~PI2IcUR?C5kzfDTcIEvg3}_SG&@(3SUp)^}bu5HGUdN;7ZN;&;^F9!H*=UICA)ZaGh9Gj`@8mCtF*QHbF?&5?<1Oqoar_K#s00oqe|vYH+%Wc1VI zWAtJ-d`~7h_$90jo#VcBZ`95RDvXOG_+Cds&mQgw?h`?XOyetFhhpbuh5zj*#j@6y zYVWU~YF%H{R|j~`-o4ni-cRy7DIFvV;~+jU1HRw*>tPg1yLWuUsGz&0lZ3v~%5Lfv zIxC}DFxiBH&j+RWxRz|Dd*kjXDBKN$&hc-`PQi~i(+A2o^xO|f{EwcNJsI{csdjdV zYbatuy1;TXLn)h8=fSQbxU|#LFK#Xu{Ru+`hF2+WV38nIF{7qC^|Q_U?^2DLnv<2n z-s6I3q%eQ;esSKxtE(wKpwymhLJ-%(`bqN%uJ6JLe*<9dyl<<6k-6(o`6c?a7*c+M z0WBHfODCx~23=3hxB-=qeS;z8hvw4A5SnlA+fOoW6k)Et0jh$MDZ)q@y*JQVPH&+W zd$n=g_YXv<{$Dur^;Z1Bq@VRz&tjQ{!M`}PucNpqlTuQXxUVNGQ&CZqcwv|4|G|%6 z@&2Fq@kHkT13#X$tdNetm$Ly#gB=nMBj`8M9w(LWrXyrG{)VZ+@H=}ed-6>}jq4Wr+DSX-lL!o?Cds_^FlB~<=Ce0_W4^A8DuY0&zUz##pp zh(ie&o6}apIz%ba&Gq!*i{#WKx7IGBRB5nB7`&c}aRyM4`c`1q8U#x!u`{Fs}l>XK?V{!b*Kgk1W+NJ1|k?+fBtN!_Rr({IGve=17&K0T{K3SfN?)(4ek`5x`Z;z|{R2k%SwDyg?PQ9a6n!;o z$J7ay@2I#V1cU^r^n0e{58e`}BDD7?aFJ)O6@eiHsYa|Yaz+f(QxTjG6Em#A_)`+v z{AgSW7pX|;*RGrnaAM^j$D|mOMNF7Th=}%JqKAnkCKoWlW0H;u!bA`Q1u(&64IrRY zAc@ACn4tfN<`DjWqi4+$yRfo7F!_jy6jqKgCYLdZ$0Q$U;OjJCC*>BWjY#3@W5j7@TFk!%C4OD<7EMJQ-D@#LL%IHbwOpFih z@-_V4m;ud1CDnB`P3RDr;`K}MFCcWr?P_>ZHV_aK(Sc))(0ylr`jo5-RPEOL(CT;x zw%g>(;%>K~%WtQ!gX^t8^jRgE^KKyQcJZd66B~g0`kx0;PX$PAecz?LJqd+HY&~_! zqz)z<%+J>DD*}OmvDl-@@m6Sl%!bvS`wfCO3Nw$MHlrP%etqn0Dnu4ti=)4W?}4Ry z(Z#gZbRaTn-NqRjj|>kj@AIz8N8OUdsXEH_;CoivP>U=LIu&bDfug?<(S&ta=>&>@P^8yW$|C+J^z_Ok z(P02N-${M_F-7lwuF9evu1 zz#m7WiqE`xxiq0<3WoO=-M2gA2T3OWZp`(mU?z9=Vw0d3guAiq2^+;YsKRAJj~zDv zuS*$aCOk5*o2l%;adIY@-g+X}eQ65U?D^5toT?LYn|erYE(C+CDFyj7#zmOZg_c`9 z^I&3%y3e~N4~SIh%o~RvfXao=X-=VFJiNvqSz@^64iT+%tZu93ATNBhO6-{@Na!dq zxnZ0=KKc7iFH-gayLMT05KR@#2punQNo#`as({Rb7u674`H<()R57@fd5>N@n+^jr z5|-=>(Gbq`a>P*P3cP%=Q*1@^JQN9k4BLZY=|>N|k3AY!3Be+YGP^tQZJ@~%Pt|Mm z0?bsr;`^>QfbHP(jMSOWLwg&>}qd3zcRn>=$KUNN+jVG(+H*ZvUOHnqiMQP9=UM z0mQF_8r&K21nK2T_YUk$*oz&#+{$xL;N9|Q>*1*;czfh<*}JhOz|-*>o4sp-g_LG| z74P>Zc(NoN<}29@=ilj8e4Tm(REh7tyu9iOK@u9`iyWAu0UL;T`2-YrvlE<#n_zZk z<@@oEO;9|Ura&{^1jIsy^Su*Ia9^-Woi3Yj_>ZUUG~HIZ_ojU z>WVEhI?CYN`!|NFY)x=I6Hk+K`*0J+u(d{0=#a~q{n01;4=x0qsjRaxR96QafPx0o;a`Yn1nRI_r9RVu|$nP(vq`H z(54YCW=*nWmo&mSrF|{Wp<&>8%1K5aWe!#m&zq;uRRJEa;vTZcGXu^>o`~s9D2F4v z`H2f#pTYYNoyHYk5bP(4JH<>{4a+yfZEUD(z=#XNcD$N^kHL!%R1K6N?(nTPD}!|S z6kD5+dLjaTsYrb%$w&dwST3;usdVV$FMU?DkO@x%T29r^XF~wl&BvU9V5*WWY8f96OIyz2 zIc71eii3v@w*(Q^1B(B}f}ymKf}EIGmZ_!kQtP{Mm?~>!8S`<3D;mZXa$?=ER8>LV zt~3RerraEt;lzB-gcm@jdm-gO`-`Q*82a*qlV?nV=I5UOQeC=T>1wzXakN? zU;UpI>0Nr97r{xLoST|4aKlSs>-J@0@r2)N#y`=@AJzqIX}jiYu?5k_$J*a@1_e^g zORYJe^+MOC>i-rhAN~(2CRS(|OMCT(CgtCX^!NQCms%&3YHU&Z3$+QSw}g>4W~?t; z8P@`)vW+EdRs9x>QffUp?+FDp$)oklbui4nWbFFhhCl2J`^O)mVDd21^xO0s0wZ4F6arnIqcmCb5H4EKUB;(s$Nk)=nDWe^17>33{#{%vDy`8q8^E1MdG}~^Nf}+W*CRQs;t{6={r+Yq<$QgV(BetS_qU>0=t5~{thPo9LO`d< zb*Sd=+#1}m%#TH^d4w;b{=Exc#);dy`GV4a6p1VxMGA!oWg#j;`vr1}(r;n3 z^Cb9-4Q20nsK~2s=#`VCc^80$@CD*FUvcGc3kk~mkVusTd9YhLmR?4>b9^4(j&^mG zGaNQ%tGcn6_tKk3q-qy=7};}LwyM;8XT}-XM~Ln#v%y2&8Ke=C6-nm0tLk#Jm&?F5 z>Z+tb=*<;X!Kk{FzDl~vRk7hu*}VCsLa5zJyA2;Y(y$s|(Fc#-gpF}%wSbU2=k!Qc zD|&4&BX{3;7S!xXb94H_5cqwL(w%u0Xc<6>v`C-_~o613CG^$LFUSfZgMi*M-Fqm{B!7rz0^625rT44S_YV zEj2RKd2b`MEXw;Gsrv{lw$_S0oHgK6?rs+C{T}p$kiAbr%*bPQFB$J z57dRWRqR7!kZF^DJI~&_0ySGQzA+?zCR zA>$tCt5Tu%xn2Wb&Yo&E63ar`s;r4>Y8cwk)cGTV59;6|myTrqrFg{4aV|DRr4|D3 z)}7+-uLnYvD+4R_pTLlwpt4NH!p4U6;kBW#CTqZR+b|LS6Dvl&B9+45!NSN{EY~4S z5ET)TEGB7Kh{=e_WefxF6NW)|5|bBLILd;FH5Qt#h0y-LXW(#JBBDkbBBB{gj~XV? zn4Wn|hdL$%Ovh(ThdL(Fn2rW4|2Hgu0+zpUBflKcn$MHRL=qEmOm<)*f{73&Yt`L~ z$y(L9Fx{QsZk#7f!xw-&zlVPb>Ty9ARFOoT~^@I*RTV{9 zEheN`BhO$`g$X6r=(T^hu*@V_rUFbDv3m|-vKHreU^0iv8W^D%CVrUYVj_X%i@{{} zcm6dUSk}$3e{GgyCL(AqlhOY_KVrhjA!2O52%FeQ(@Pi#Eul2#gd#;UX2PUApErpq zH(@G^L129b#t0fekwyn|5k6-zY|P19vl;w^911q(B44bewSVdRjn_Z_%%F^)=+^?r z0b)YcOIlL`V*rK){c6J#W?>ss-PonZdVoZ^7K&o-dd&xkgjFeTxJ2#I-!5^@31BWU zh%g(75%lC0GOW${c@>y8A#BRSE&g z#_%}(I^|b`#_d2CuH{8A?4qi8H!v(0)yyiPg9ct(5OHtjF|P!6@9;#DT- zA0$_1$y@&hgI4_gIb4c0!2Di26~=iQMR$+{t1VqD?N*L|1NLa&4Oe8z!9Y+Xp)kiB z1QphSh}P~QFs^Nz-JT?+rC2vC5#j12Dfjvcpj0JC~RUXSmNfDNUrcr^k*wO|wXv=#{XZvY#d6qv8 z^3T$)osDaw-@f~V5tz=bE*0QqU?j(@5f2ErEX{&_n&J*Sn;RHtlleo26D2@$ zNN5Uey#)z4f%o4K z3JPj!G3AGVovh?rQ*9{Rs!3lOQnQ2l`xakf)U9BT+ja&jA06n3Qy89t+ zM-m_X!-_jNr{_aE_w2ib8*!g(_IJ0z?H^%_$}rc#o%#7K{cas2ylRoswrPvNamYi= zN5M2C9@Lty?ok2(P7cKem3ZutH{DQsa_2tS-0C|b{=^r4dFRRI4BNob{7DxUKMmlt z9QC;EOac^y9bZxB4P1dtTfp>kIxZzD?jogx3#!u=yW16k-Ji=pNF?S6b+=thDyT3n zA@iej-i$g>FWO<|G9?W)=R2qNElh$%R`<|_oi4!tvd@AXzpnrUejXR4w+;Z2x}7{W z-F`6c7-rc|b_Tl0d_^=48^Cc#b9>i0SunnuUo6kX0amH3MGBERRi#A)JxTg0csm|& z4L>BOtfl30EcyzgGVA^phCmNG<#@(YA$QYdc=szxRKW+M#F*nYeK}AEp<2djEzN15 z9k`Z#D5S4``__^W4Q}UT|$N6EL$tmbm2Pi%U#Yq`tmXy&d9YhQnZ4Fda65( z0cw!{!~f05VPW{e!ktO$LJAgFm1M#O5`lH;bD8w8KI$-OJ!GmJid4FEMOS`VA@ZLj z;~KloP}00~lKe2BYokMhk4_3AHR;dzEMklY$Zj|-ox60jQu9EM=1Rq7BoT3w(LQx2 z_$Qg{*sb6Q85Ogm%KHw0xbJIugRwo(e^pPz;3yYpMc|K*8UDcSnjCIFLOO&S_8jA{ z*;ryL82gJOi=3;Ga7m=X@7w z^ugwy4_{CJ?GgNaqX$N@64fZb~zQ}W&}FbeLm;m zxQ*{d-AhixjeqAzJJueL3#G9rnO1SXsJ#O&en*@lqc!iF5@_OTa{VwI$uxFmr`ydA9(Ihvs0P5BD2hwTR_<|_wDr)`> zSLhC+1>4mW#iA=n;kl#MbM^)xzL-}U=~DpGb&uUZ-=5H4fiIQMrjSoPrT3 zcK1rK=%qlk@@aWFD*R?vLT^x$ zIidwg?QP0=;rtYNw-euqrcL`ZNDhqb__D^je4d`Ebd7achcsZFby?eW@sbUF9dx|B zahIa06B6>}*IAc4F6*wdF5i!(X&U9If={Sropo7VMMx@nRSjJ~cDF45%{F*dxZ6FE z-xsl#vzkWl*F?&36K5#DdO=rm!ffZAo8UqD42MnLc%Yz2*{c~D2q#H(XFKj)gB+Y! zjx&`DjxQ{Y#U`}4GQ|7X6O(F>$|#q8xO*OMIF@H}$G)&8;U4U9P-ExL#&t`_b+z~B z;TqH`L=MsB;WBWG9<~oMasIcJbgrl;fmN;2i+cmtp_b?P_;!(bbit0eP?mZEM&B-R z`d!3-1y8ysD!f;hVArKbI@Y$>}@UDT`Rl$Nl7{?GMT2w???gRmS?A=vP!^sK#Q8Q zqzqEa!>FNx_t@Q>?7rU5FlNiYPNO#qurZh$u6tXjJv?7E~U;Dk+K=P<2BU2gr6# zjHyD)L{^4dW(J}OEBp5Ovn|SYe2~*LngSonL}a>43PF;Omg`ncF>tnTYd-Oy0Pa@# zpeyZ};6QbzZAI)Dij5`-na$xu!+b2X%9oV@?NQoG|U}6tfI~C>IguC z2^qy_eQqH!P9yxTf`veImfP8=s{I=BJIoNo`D!=ZZQ0qY`)Ua{GA4B2v(5~?whXML zJt>Y@h*&-xb3F{=){znNC6-WQoc+4{m@QaR7PAk;Swl%3rCz_D;FzxQNSEw5xuO;5&bB?3KrTi1qOv&kp+mBrANGU&*r{ zJ=C~vsNMGJ&mhTtEwN51p6ZWZrxXu9BDqc}?o;)2ol-noEfS*??*v1d=ygVM9lj#pt`NQ_()xTO&&*4I^sxG?jsHrTu zKv2o+Ovc^2UqVTioL`Wz%%qQlzzFPVJM-XS0e%6Vl4hOn?^^_h z-U`oh;)Y8BpqqR%JQzB77;+DP7H?k|Wy5}!G;zrD$a!gSM*O3yGPvn#uA zGw@ks=&KdN8u)@v=($R@f*UM{k9|9zmx;83MSmUziC-&tl&@|%EcXId2YnUng_?ld zbfDyGeH{cJzIJl=iAgAWp3$~f^BI&k%)JViTSXTr;$^6K=Fz+A3;beMq*ZB#%J!Zr zb4X`G|D>1dH_)84*~fd3McGGN!ZgK^PnngY>@EKAK^Jt6x=`5m#UXGC8lfd#y^DPH zN~^6~{E(!s^lZoSZIm77bzvgJ5<0E&91O5Y#3zdk4&Nu&$K<#+JkdggJrTwAZy`)VVB?y@jHT{$%Q*5;?)Wi`~T ze^S3*PZ%9pxPNhqTou0g`9z0R90h?Pz4B|fPJ)VE-)Rc@7bw~*wNc@Q6aS%5!XgwWF}>&mg(a zf&$W(BcOw&-r8H~5(vNFA2RWw2QG}@iEf>)f&x3&DaN{X?2+;&`D=E7r1*Q6nj-9N zOqysXZDj`x2t2F8_Ta#6PYAKu%sIsF{>^bZnE~QtigtElcviHmx(Y4#!>F8*zcrSU%7Pa zzT~&Pk8zrPUf!?m!*LR79nDJzAL7U#^+gTl-p2`R-tw`okHYO<Q6KRaYJm4+W_)rqy3Z<`Geh;=LKZAxIY+_})g0pN03T;)|LRb09ms z__Duh9+ZsVXLksH0iGz~mugSGz!n;3Vw->;E+u zMIW-b(0j2KnQBQlQ8YbA7Pg#aKO-7YA!9$~iRD`K>qy?zclT0sMdiW)u_zS3eKg5@z_yTyZ zID~58THsPyv|astJ!n5E7#M#U4=g7o#bdqt;PpwwvfxyS@FicY&W%l>s_#5*HW5om z+<(s}sXN$NV!db6`zYTa>TM}xejJOCD`CliC$`XnQvy4=RNVyNM8iXd{#8NfpeZ5| zRy~1=bIH{iWbsJ6=}|XtpFg@0k*d#k>mu55Zg-7;k~6R*Q531vMnI>lu$>V_I4b8% zyA3x@cK1EYa zim}9ji&#dvTTm$|tnk02yzKcDLXK(G+>0xM<5}$4iZYR~|A5^a#q9h)gCunvth$y7 zkQaI(hdJ&N2+D^MQ7puOfM)uE^V7;r8y~5nOWavzzR6mf#}s{YQ$G29zAS5-P~A50!L% z$K}{@aDVR1(Y>@>c+^G{?7^9^ALZRs<;>69hN|~j?|tEDjgzyM#8<`ER~{2H3IexG zTy5fP#8!<696n)S2P@+v9M`^W$I^+CaE(e-kajo$XD6PPJ|+;4Yr*}j%w~(ljf&%9 zGW?%F;>CBJqZYS;?-6mHs`aGC|i z39^i+-E;6pJvw>2%sjkyk4z?Cbp!3})Wd-%G(p>Fgl0Q2_8vaCyVJ_+F?!C%w;jfw zp$t*w{FS~cWV}CF=c`jK3TCBvW`4FFCEWjXEmF819e-YNt)DppVwVgR=62aZ(IRtC z0^YL|K57q5OJjpX&r(;+9D6bUD)X1QgMKqGM$I9`!e(IhzF>%xYJujlfa9-jwZL1J z!6Ow|XP-VP1N54JcW8od`^vl%=Pu{&$fDQ8a<`>Z->U#<;et30M`h%ubHj7l?0j&MTx z)m{7bSo|O>NyaKQ)*do%=bJV^b_X0|qHy0US2!)&)I2!j40OZI_{#<{=fLgt#}sE0 zTc9zgV(@--0hwQ5Y8FW3fZ2P7)`tZwV29+c?H`imA+e1+(VTg^Zw? z-OvASP|e<}J?P>MQT%J)TjtOvh;vGj$w% z8HW4Ge1}rPFbQYVwbNfPJ_(1Oy>7bfm4x#Q=i9lhIT3f=)lGpH`1x_jrqGiun zSR$VizLYZy_oADePic9B?6h%7@Q@ZnmfSJfW>E=GZ%d3wb>^VY%7-6+8hnN-mapzk z>VAeU-m@_EIfhW^j~r#9J=N%@koJ7+&l+?l{)^-f`g=g`(Dvqaw=IOxOG$L&LpovJ z_fz+2!>2IZ=^o~#)(jQ=1CMF;i#yq~NQw#89Jy&T zbFv>aLmf)GWcwRWA*NFt2jtC8qb-xyR{Aev=zo)Kmrn}DA~D62*UgnF;BrFpr@3-p zxb(=>sYS#AKK^{geXh<61XFhE%2#=U-;nI7?}t19FIa%TNqNf+JjH05Y)-iV=S}a3 z_vL}ePyF8g@kL?iSDK%U<#PvH{g~_cEygf@dgsAMZsuTn<&>N&zY%EEefKZu(|}#d zDyzlgGT?LlV8=VnT$k;J8 zh>FbkTX!m=F7&`tR8tY(h>lrz=C<^gphn40TFbo=e>{o(1EQcSVezmpeZte_^F?S_ z2(5}&?1f*YjRUW4RDs7`fsZmb+o6r~n|<^3c2Fh_@qO;w4ud;FoI>#Jz!&<1@?tGrK1MSD@D26J&d6DXZ-I0SXAH)Uvb!x zc~2PT&cZUeJy*5QHR$&l>B(V}LpIVU@9<4+JFY#UV{8gy$c$1OsZ34uXcG4uK*uq=A(PnzQZzoKJ)-rnN zKZTY+g^;&~&Cok4B7Rb@89qcXupH58hI4$gZNXa2z&`f!fiw0!E>k#;dUXU1ct4`E z)igk%#ovDEU@K$eVK(XaS8_q{$IR2?9QCl>VUJ!oc{5~p4irvBwt%Y8WD-~4bI8^w zc6w%209vY{et4YZUErME6TOHVuT0JQu8woU06R>WMy*y(qMDBGBYNRyP|^0sr`@aU z(d>oGCDy_=h~Sm%?B-*I#+w?4x5rweNNOA7ojTEIs%}76@Xd$Hi#u;hgi&HFP9#wd z7bWaK1XrE1?YbwZn~P31OL_rswT8d6j2EcJG~)XPV>}^}POeY@?*SnJ=Vl%}ypNW* z*-;gfN<&wapFr|8e;BJgTy0Bl58M0Slj}*lfbl`wfdIBMAQwGyX^zzfbZmB|S>HJh z>AEa>MnGK*1EEGvS|K zt%>-EcJCja^)ekri47EXqmBKj^tE=#Ard*I=-&?U)7fJK*#F-=P`B${ zzKF=CpMBc-=qHXMNZ*A-#uCn#i+*0ZhXDj0Bfj7niXB9m%Ri&PVgw>H6y%rlu|Xnp z^W02;yAfFM->QE1#t?ES6bv0NyW%Xj-k~p=sjG|~D|iJPG!|`d{tr{v9nV$!{!yqXA(fI4q9GzJKG(4oT2@5Kmc3^_ zvI&{l*_qjC(C7Zxdnco^Mq2}fL-v)glPfqv-&Q}6DXDbv6ZoLEHni3)d z6e3Xv!&ip#WYklV^8UOK867*{-Iu?L(4=%>eKHZD(_+OdMY0Hyc~3jk;iexpIJ#@LM=@I``l?XadSZb^YbIQ}m~42eK$O!J^5~wnqHkEE>mT zhTr{6gXMNi^`hgoLlaM#v{7KS_p^wALU{Wt$*r(I86rJ@g?E*fLD6uNSNzO7&>wY? zEcj9d3#!_75r1ldCB)3dT&)hy&X$}YswVkCxt39OvN9t){`RI^T*MgN|L}xD;)WV} zYolY+Y-56?n)5skx<5c4E**Y5mt%s$JoH-fp5v@#CE7L3&IU*$vEkJ~aVRpik+T&v zI)M0Phn);l%)t)EJ@z_lfuKI+k@x4ValQ@Fcb?w(z+r6bUvb!oS)4sg9_!5d}Y0g>|ih4t`h zmq6V5fCxUKICJqb@{-&U>nEQ}7y7orl|Q+ad&zoml*MdPbomNwJiT>ko$EHlyKYov zr>KEh=f`h!PPjr$wBhIE18FMIX*Q+byi)}(CNyW*rPvb;g$ukw>uN~76G4%WUS<-M zyq?cnFN6|m51<)3iWI`+j_FM&x)eh23+|9=))Yd9zum$`p%eo1Q0Yfal@x-gJX=J> zj#{A4A1c(s0zu@3?xbDdA~J8Hso(A~44tPxe|i#wJ4vdM!G*X&+*xu<_u1Ajz>{0g zeES9#;Eng5`R1twXt%xIurDkSv_2u*+NU?*(Qb__d6Rc={zroo+KtPb(;gd&5Fn#b ziWTV8~Lh~Lmd!ih^ zakzUxZFJXLxHFu#{Q7Vca2n#fStptxv$G>QRkR6?G7l+#$DJoYySa%+wh59Cy8U`l zl7~KBEf0E9ZjE^Usp-!DI^hgPI;k!kW$A!@SU&~F$merAk z^+zi1?)#`}n?~yO1_MOaT4;3{HbQ(S)^ZBfj8T3=SkKNfLqwvs7&V|eg*I2m$6x2E z;k`S`h0{U^X8j)eBq`y<)b!!-oy`b7G&!)yESUr49e(0DhD>XSJ4yT7IMo)U-_gj5Kv!74DD4Cx}r^SU@U0ddny~Jj+eZ#kZo#eC0%rCFAcxK%fTQT#iPSBv| zC!Npy0WhbQ?80;e$(G(1SV!BT+JW!AFkJ_{Z&&5+ z#O~b6d5m_^c%^rJW&zV^c{KrZ8(8S?Aay3H!=GstuX+sw`25QH8m*QdJoYNncYSuB z2$kUy*TxU&z%jAOY>8-XP|lOSO4II5kiK94{{HJ~QseuK)j7!w!b0PS>bsQ?!jZ1S zziSec2u)**>X#2B6AT%qoc|Ykkg?fbj8*m z?Dk7mepy^ZlfSRT_ooknX1ZlpyZ|m{nkV~+P?0tdM$Rsl9@`dxCeSi9_w)iR3-Ql) z-&}y-Kj=T?<;Q@dG5MnUx3~vy=NWyg3#Q;>Y=!!xN~Tw z+B0Khi0&F&b3j$EOIrX6n;P(Io^htcKHex>(nEPl+Eo^U1T&M#QmA=Tp4=tNne0c zI}0f?mS+%`1`Cn4>lt0P@vD$tAEhQD6$dvwXeZcX!Lgm?XB1|fb z9qyd8hey@Ru7TyIFr2n;=L1%4u;2Wd994=-YAL#}HqPHbPFIY4t3D(n|`+KYIF!NCR%{xP;VQ>cf2u&BG;X=z1cwHuC+ zTskmwP(<-H=S!dtZ`xKvjD^SAgvTQB84#IYV=OC^3c~X_x0iaK!8c8{TN)d&0IK4Y z3Vl()H>bGZpr}Odntwi$S}}`LOp~&d4bNkKr`SR$`43`J?`9U)IXJP{D0V6L3HJk7 zm`|F0_}e{L%%(}y_GBt7+$iC#RQMA7vvAjn30WbT)PvjizH$3q_P{OL7~xUd4PIC6 z>`H1YU>tF(UBh!Df*kI!`A)Zj$y0gzX5BWpkXV?R+S~@QD4`*ow;kxI`+pjZ#-gUq z$n}ax+#qmkeOvTloZOZ}%s^Jf5E^_gEIu^0gH;6=ihU6_a4zAluG)YV5kw!^g;#l7 z;5y~ay9eS-p*W6s{O9sh!h@lD6}dx|r1|u-Cl}YB5$H0u3*=_|5rQN%H$U^m63R5c zsXp|GBV=A=8oyc`PdGf#o0mgQAVkZaPrH_%NSGWbE=Vt)grRr6Lmv0=DKP`!PFA|uO8 zy+d?q_z04&Q4a6P_-9LvRy4f|gvMf{!{6wDD?1+zJJG2fWPUn4Q=2RU^Te^@T-|yg zOsY8E>Zpf@>~$$tf(@Xz?Rvvy?*@3wkT^2a(f~8eC)NVZnJ~d;!}8@kX~@9+Lc1wi zLx*TQY|l^+BR7!q8mpW^n+@|FcN?aV&NQXQ3!ZVL%fV|L{%IKPKDVHo)B6#n=1ou& zH}-a-MkOk#aYKEu{UPT+ZSWc<*WkW#P$GNZFP8on1MbvE)y#Z0#lGM134h%QUbb|Ghgt{a|{Wacjt!QvIU90h?oo#uf$H~2A@IEehdt@|axi(KlGytO2CVlK73-HlwVpY_Sg8d3HeGd_o)p63$KKOd zX&lH>H#ANec4P*fkMd|c&@jHC5f*9tMVln&+qo@L3CQ~_!bJdV|oRg4kPy^%n?KWM(wNTM$vyfbxiX@U=Z@Zz%1DjVy z7K8$QAXNA8l-+YnAP2P{VLa~vKNyc!$J==T9vC5#9^gTQuZNa@gxPyQ;=9j(EHC0i z>XnBd1}E|fg4(&o*PHT5-*bP5Q-3ofRdd_v4cx^@Vz~j2J%?oo@n7lHc*OMyrz*W( zUs$##*bb$7{XF7AV3*~1W-R`Q;A39JvnoP?S*8*O?Vp)}?y!CFRO5G4NM91|z0(~Q zKGRqh+#(hO+tglT?ayS0aL%mxIM@JKt6tPWe5-;Yzkpnt@gB-!`lWTr6+qQVo_^@e z4-d7x4KCr^g-(i;d8&D-NL+`l_H*Y;bgcb>$aQ>QQLtvNIBv8Yu`$sJN@SCeHx%<0 zMUzpd;JyaQwqd~H+9Tv6m0;&}&^t-oPlmbli#B^u7Q~b@Mz`m_g*O|5M~&hufUxqb z`=LJxKE6oGm=q<0pS=6qlgBEdW9h2NnbTaDK>4*}8!gY#dbcFQlms=I@rofH*)fMY zx~_>k+5SOuf2v3c!GF*>AJ?G#D}PY=1*=u*>`kQnB&cny=r`I_m2xIV;zYwXEnSf% zc~($Yct@<`S`!@4ld`fOErwZJ%AdPFRpEI+MMoaRR{?u99la@66$G9(bnmsR1g%s( z&fhU)X!Kqa(D0we`96$UqAP4st0y&jy)DOiIpFTIlsU|2#WcXxlEJm(CJYww>f=zV}q6Yd-0 zl4OwH>A?KKssmWZS7@v8d#6F%OprteFssZN`ZTsf(=!p3-10Winc{Lic_NlvZy{d0 z{q`wL*1lo>MhFr6{wI0hYNG)bY;bPdyBRy|r5gKThTVO(m{?S-A$_zBMvyl-z$R>s zNe8^op0Tj}*GVK3W?$W;UIfAfZ<(RHG&I^RsDCNTg0FqXy`Aw9@I*n!EOsyhYI$iG z&T3?VoxR1Oq20OQWqFUAck=~Q(fNP97F7th))$(uM~9+3DP29M_w*p{RN>(A*$Oh* z=)I{NH9=|SqUlL)bLf~Xy?b)a5>DaMKvpMfB80H+G>W0H1(Q!@m4l&n@cgm=okM;( zgqDIc6rb*dk;chA=MV1oA-y}bJ0IdKNHv=Jdg9bXlHc}MpBGq(q|KV`=4_4bBwS}^ zTlzM4l9Bu{*XeRMk_eCMoq4`ZFmJ8S>uZnzle+kiy&;n*)MfvL?o={b5jZgD_Y}`& zV3mod*r(os>U)Yyu9ml>mhgj$adK_w?&G`*DRM2y0zGzKvn+%H{yQaiUoR1?B4uy| zQ9sx&xjM+d5P)tuGj|W^B_qA4HzIBd>8O<2{9agb7NTZt`NI|a0$qO1_+95=5z5u1 z@U7ZA1GH;{FX%+iK!?In0~R9AeCb_S)4PP>S5gnrOTio0gE|VRrRJRlHh*dlDCr#*L7N!TbX#yq@sG zbz&Czd3W@_ZJ0-C#_atQ28-xzl2*f>V{1EufXK+Ud@*{E4Nz^>ul43 zawyHv6S`M002W=j#b!9o*u_X8r=Qo#kg?LgRTAlvVkFI;^0^R?Ui z0MLo@Za7U74Ah|+J0lfCLH&(~LZ3o7NbS^Av0t%4kFW1+Zf{v6Nb;T-P7k>SdJny> zMg@sONcD>fj^G>M^e6O&v)?T^(~;Ce_ZDXWd#x*UJ%wK#N@!lc{63%ow|=QLe?ApU zNEp_h*K2Yh_19nXMWuG6CMCDy--_;$KH5H*Vcls>QvSL!l`UmMqLe52Gx^$*_9cjk zueI2bmfnWnIJVD$#Mc<*Y|`@$@*J48_ggT-<x)Sp`YO9iSL#(gn!a`QRO_DxlvVA_&O&HH=Ia-%qqj%Gp-adxR4 zuGm!6*?6KN09s{6rY9zXU`@WzX?yb`INChSxfOFBJ>h@HV|Aqy-B*6-OIKKq$H&x< z>k73al`*Mfsv(^yPtU=92dNurJ~nXqaq0v5p^D9m4EG^srq7N0ZDzB&6?j7}t~y3Q4u?kAZIrJ}e)`yy_c%=v{draY#H4O<~sF93F`%|AherU1vWI!;>^{VH@EO;(E?)=jx7fz|nZLH|Ik?F<+3f5{^ zF>9Y9!?(U#nCG=f-3A3&>_H}Gm+E;Nv&&}>xAXm~iM{9eB$xk48>3|=%hvPgU>O{2 zw%5|`|KlXD1Z@}!DT!roCeGd2JA{vG8I}v2OE6WU`Yqsh4(v;KZF&D@Dy*7G3N^uh z%wMld7%G&Q(nuGQ5|7D|<4J!7BdG;EG8%XNj{r(?e4hvU{Afxj;f`7Jp zQ^M+R!v9L+KQ%JH4kbwv5ye8iQ!VS|zbPC3dbu*N`sq=dJeF*jwlT?1PyXB&clWj| zFP3z59C(I>KaC`uwX0G}Z5(i%l~|B_}#1 zY>A#Qd8pP}IQAFnYWuRg%rH8{0S72DGm@>pac0Z7TSp37cR5Y{4N&%N3iCsJOW@5o zH78Rv3mrr9`*WVo!}w<(-J6tQ$k;j3;7)zOmi=tH)lqoxCinjntnwMFa zys(XYY?ij9B6fYNyhvkh^q<==fP3zv{U_m^EgL9Wc*`ZkG;n}iE}M_X-rTAX!xwxf z!tW$GWlx#B)&Lh-wN5m&d03PjcKYJA;^XD$6?aSEaZ)LA57Qfc(Y6FP@-!m#!NwWrulMcxJ#T& zFIR0r9hi(Vl&X!uEgoI!Qt#BlDbH-uFEsRYTq-g}pM-bIv$GlJvpDj_m(&t>*ZR_rMKz5u4%IeiT0Oo7}p)yZ2ZxMjbz$J2pA?|f3^ z@3JmW&5SL8K0bYBE2^=LOxoGy7Q6Gm9z@}j8d+A}1!7OWCNkno7XNw}1&8Cy$W|pB zpsu<~y#eX12E^7SS5MH+zysB{`N?ZjTNOmtQ#Msr#9(lp#q@58;@0!{gA@@9yMm#{ zK}GSWpy@wQrPRCl>{j`bcV$AhM-x$d5P9d7RjMKsR_H#@{gAnr4sh*}y0L!JkH`1yB>a#6DXFDsn1gsn$it{{WglGiZ7693C<7m7)Fn<^SmVC=R8H*mU2*0di|8 zZzEjYYGAKYXXJx3BOsVRoZa)S6g?$PQ3bsb!U{+)JPe2m5b zlD<&d95xUJNj7E_NA`K3;Q|zO#9$iUOC6%&uJi%v5f%1Z8Jc(o@w~n7tpVs}db4)V za66eoVtVe*`RGk|9H7TvV>+HH{|69n%@Gf;-2VZ@!Np=_!?Fl;y;N~`#i!xkBlZLJ zN|PYg$}{Ny*c^7%I6wSQc4y0e#^wI8aM==){sd$4Xvlv6#Y;(FP}HCzhnW5DBPjm| z(8Ex9bpPYcj{l^}g7t@hTC+78KJ)`qIaDeCn1}3dF{sSne zC_f_zS1kLB-%^WV1HIqA2&wh{kL)F;abA+NvyI2b;G+KimqECe%`yHk<1XYCbEU-=K9-D^~Izi+n#MX9FT;@bZM$c%4Y zGU9K5sQm>s{sZX89a{B`bExB2IkX(HW(D(Aj5s&<279 z7gVG^HlS|lrw*#zL})rxNjJgy5G|WiuWclCLJh^ayX0M|@MXeEF6W>pI$ZEM;`5GK zprlpaw(^6PJX-6xo}?Ll*AoZm`Vx~+iuQj1xwDa!N#6ehNb-j9ZkhQ75Sw+2Xi=O7 z50B510k?;M`ooTd1Oa=<7-nL;+^w?(ko7^~#JG)O((V2X{i)dh08&ov@(B*1BD;tA zkp*`A2T<on4@1JJ7uSG^=po|GC&NuiyEBe*tvx>Z$_8e*lG;B}VXNl_CzBFg=BH zZ?_swzWQm??I<1?`~8Wy_o@l}+Z8uxs1hS&s$+*U`2HVEZHEnH#{Yup)Ju~S&*Zi$6h8j7 zCmnr9PN=@@Eq)qDXJwx-+_sPWCj64%w0<67W>p)UGd}3STKH{=*><>Ix?pujxEN_2 zkre(A5d_Tihpafw-=ih7ZOV9p2=rx~)Un~nL6s-^O3zMzg?GM!L8CfXFs$HEEB$OV z37?`K^pM)wCsp(xKp(&RF^?3C{OxFjhJsgt)^qUbX`-Qv#thIMxNp^ur=JCSSbHAV z35SXXn(^Ocmo58SzZhE$ek~ylk-i(<n`fqDB}QK@DlRQmD;KxndTVs>J=S%p;P+8Ab!%#`ixpWdnYY< zNv3#OPpJvg4Y?m0iM>FTHJm}a@sOhnUQ)2EU!&0=^p{zc;WKr=e45mFZW z^%IOfe493AScRhb=dVw#_JYi=@Jlwy*4Qsj|DCeS(H4Fn&%ZTxP&4}zE zXD*f%4rL3!n;ub&AlenJE^fUJXpJovrabi&MSs1oB)Rho{Q4xQ+jXQ5o$A|D^_evh z4ALZ8LutaW9r+`I*X^U(18{)8vU0V?jC|QLPCj^At_mN3|N2z72`jG1GxtO0-0-0^ zmhZ6L@ZO#eCwXCiZTGJOxcshF1J4C9KIbj_BT`-RdMwjPR(fs6iz<8xTc8{4EgRqb zi57}fYTQ$Lx7uQ*BG9)o#p2oyG)I1`6m31HXtc}`U6H~88XlyO5#il>5zchO^b4`(Puj-dveQ(QSb^ zKtGaTD#Y{KmJOK;c3;m{mHZ75*T||iD^BS4{CRbAz}k0k9TfT6YB)_$qtbr@6M7&N ztlx2?_rI}h+bB(>|GqF1@9$l#-&EYT079KX_Ah6~P>r3}?mt-PR$Ckk%e_CJJ3;mb zzk7W`q zNVaG6zUFhDAm}uIqEPt)VZlA(0PXw*LMYd#TdQ&x2^8O__6aCmBxKOgtk;f};<9hU zlq8#360ziLbjp)NNR|?NA-&BR1Vt2eMSO_?Q1~o`%@o(8w)){4^Qt}okB9A1x^ImC z{+y5UdZItD@$K-&65r25FGo?G$03o&i~G`@OXG zXTbvdn0DOT9LQzweM5u~kHK4!j`xGp9^?_!^yZVVDH2pXm^d|{ib74~I?w7Fqhx_0 z-*IkJM>Q)5 z4fgFju&e<)qK3?jewqQU9Nr~08M^;pF{BLR<@x8Av zpKSD9kdBQ?U$4kRbXs1C+Litawm_nNpex#mI6@2dJz3-@XHDGo^5on{=1|#*V1|b* zD9i)mjQE+M(?r7f=)B<5-!Dzw6 zJqLH*{`f!E6ys{Q1Xv#+5 zWF1IuERQC!CqQ^SJ-tuQQ=nJSk~}ux0j^T1cWfgJ!632XTaujuP|3g*|u*3a_-gU)uW4Sl)Zn~IqU`YwP%X^k-vA{pm zdDlM8!$I4QdzSLu@FgZt$VvJol!p4s^)<3qD!w!={ViXCB_8Nzv?empN{pWyp+258 zjODY)=E;?O#wf1}T-FPy$2Mt%`J0jou@(Q(Q$ahUum*pOI%mTX;|UypcPJu?ydEAV zo5&`MS*q*mQlxreiL)OXJ$|TQ6Qy*M&wUj!rR>Or={zCKv~NB% ze-{*HE#8cU-9>w}sged*F?1@;{bm30qsTE^^pB?ukPBE}nDkBKkuH>F9=%qlu)B_X zWG`Qx_yj&8d77$?MlQyltgoK%+luQB`OYy!zk?abr^Wy9 z_FUm0moXRZjM4w|Z@}KS+s+o7=n>h5+G#Gun2Y=%>+-qFk4&(d=#gyec{S`QxhFXw zRu`i<4p*;SyN!{<^zL7ZQ^3UJdo?F6h+z~iN-qemC$Nt6GV7$D)ajwl2-1ry}%me-i)zk$v2~>-?~<- zzld4Lx182&S*!v?QmXv4*eZcBR=?Bn-dphe^IOmh=d>6vzgQ61eGjW@P|Z*{%!o;@ zGaaWkx5pwAW>@{aRWZ|ELtq? zAxtQJq$utt1DW>0_PzBcZxNmPV&-O=D5E@{@dUyPk7(yfO)n|ISp+iVg+?o*J&B7o6cL-Mt86>5&5XeJak& zrC$ZwybW|`YogFGcfAv$t3F7Si7J?WS2)s9kU2Qc?1wy3>1M=uozZtfD{;SyG1{m4 zX07#}DpD(ae|!7o?NK{JS@dPGyFVg&-< zerO-QVGc38y3aUI7(!LqS2r#OD*{#;##gOUN?J*!yE*M?M>?cL9bbLhh7f;`l0uO_ zg}}edhMLPNm!MRV(=XOgKqNf%Ene!7%qJ|hJb&JBFq<&m@#HIKqYtF@IW6BBH3oxS zr;4i6deHNozn4Qkwu1HtUmCajgFrEH)RM7#0G=m5X*e?Z9@0feG~=;W5U4$JnLV!x zen!~TLu?8>iB|ERQ1XVs9xs87d&NM$KW?Da{2sNic`0Zr5I-RrK_`COxJpDQVg^xe z5~Mq&j|TE|fVYgteTukFV0fr&Trg1$MN0Hcw3q&{q5WOAIRpXb_M!TKkQXCE4!D;DjW(^hw+dnckx=}>ITvD#;vyxS=1LYljYf zZ)XZhaYA2~Vz=)*>3|5A=hS1Pt^V!XS%#%SEmc`EX1{S>)&~lyaX*LZWaEQo&=5D zQKhS8y(C#e@so2x<%H3}iL1BMVhPvg8C(Xv(+I_DJkuAsvk69_8t!ZdONj(`)2`or zc@+fpvOIFb?MlK%TGjwYJqC@Q6^+#yWU!r4oDe|V{n24AOl~5fm7JLli}z##$0d(Sc}%vtTO;pOe%b5-@{T7gNn=13Ak1?Hk)#P0#-#1IYaX`;Be%~**%RHB$e+!YByGP*k~snsjPxW` z$j=>)%~9-v7?*Up(Y1FH0iUs-OTbbcD?; zq>a#xYs?1@KXXBun(30lqMoQitpX>2ae%42*j1c2W z-^(sGJ2Y|XhaUf`3bG0~lcgSS1C6AEs?S}GeSo2JdmW!sFc@EXyGZk71JQ@=&EmiH z08JWM%_W_o!zgm-;$CvC0Bh*gJCA6$W1}J>yV9IDAbc)dc3De`H(|`qF)xGK3i<8(*k*4+ zL}S-@n>HOCk>8)TuJuqepqbaacDOwprnoa6jm}0A8h$gTl+^zub&#vOl>CPXyK^(y zyuxY-CqC`omHDufz?z_IC+lt|3>oYX93Af$CP&nQ{F+=x9fTFF?SgxxGeTtNmFC2S%Tg-yJ)a^D}nPq(>t(QA!aRy z>Rs5?f!NMMe>$ux+vjDf?@KuUU3lbkbr2k4aXmMv^BpQqTX{`34Wrr%Y$-qOh|8#E z4?|hk+)p$qFGSu}vx?Hy2uZE0%P3~H=Ad=j7eui{l4xSjfP#BhLzo*};YWGivu5!x zFioH;Si92+dWADdJ>?@1dGobmfz&8YG?8t!|J5kSobjGFsT>97ezP(b)=@~e3#BsY zxB`&^Zc7aQoUk(Fzpsl}rv>iOx5J-KNT87C+GjR5tWdB>?S-4cE+}Ax(&C7wGb)vQ z$^5199%^gX+3;y|0{kBw;oY)EL3 z9+p8zsv~FX&jk2F-%bq`FK`d>yT@Y{hYr&p zXZ7HIN)RGjy_SnJBQ%a?Rdvfc5MHwMJnm`rCgmGhG_FOYk%k-Ml@@(6Ngf8FzxR%$ zlI*)TRge5mCX$$yY9i?=(+Gm?yY|1orGWUTgM*DiI8i8ZyTb`ZHnf9nPc5a-d3b(= zPp9#fGCXgSAC)_)1`IwbZsyWA;itaPAC(zF_^n!AvX-cX!iwbOKNk3;h`!dw^EvI~ zna+s7MwEYBeyA1fJbO0`#i^hwvolYAgm@vA=uh`c!a|Va#MoVG!C-X%$(>6fiZ?LHvq)6p<<U5RT3UFQi`M7(3_!_N^3x&qrBvt)z`Y%D2~4`+l3 zE?f`SWVqE~S9f6tv78^atqJJAr+$J6tpfq6hup#Qw|#J|O)xw+wTz~KU^ra-~k3JL-Ox86No!6nxn>0cdcAfy({ot9FSga~DWI#eitn5lo+ z`mhl(w1bEG;&*;YR9d#DHFrrG?e7omY&al?Y8$T9IyTFqvr{3LKS&6|nVqwY&*-Rt zHo)kLma`@7TJ!6%kx_%b$ddeM8AG__mlRZJZV0#7Z}84m8p4Q{1&8w~BiM6bPRQTI z2zr%&wdrtcqq<)T1v95-NsH4#S$Bwk?t{wtGuok!a$vdB%GLd~G(3CKd$?Rh0Yy<~ z2FUg3qp>}v7}uaV3YTE{olt0k?jF`nvk?q}fpa`|eU+!st|Q0NBKq$m&Qoj(eWsVt zoirQkJ479n_HA#U&tp48O)lzis`Efxb@wgxhaRB7zgKkIZNEX}NEW z4xhnlMAVJ>KdXkH6%LuhYuUh8_a|DR@)f-JGhh{AZk=tkU=JV4Az=3-4{hf6V>|_2P^T!SAz!jmi`JQtX4o2I5A2^i@ zojKR{w5oqYH(#f##*5uqLB?Zm?Y`i-f)-1Eszhf-;o%Jpy>ABsQUAB)3*Jech|0;} zvoubTi1`<=n|Ed-|L%gXtxp^gIc15e+5IVOj90HG?@57|PozR0btK?Bv3>G;Y(nUd zUP^}VS2r^{gE91TQN(m6$PVcy{@8iK^cqSle%f<$(*_msW(`25ANn}P`B>;i1e(*C zu}_SMMECg3d)MhbagXaGZtxnoh`3lI4v9ajJ%Ymo=@TdSCk?0pS4Z?0okJ4Pi|h}1 z+`b8MBd3|QS#AJt&pl;@;wxbDr;@Qo0E2lq=XYPsPQt#5>$~I$rUao02L2b$b)?@0 zdD-fX*@VRMp;6A>a6*B<@oLolG{V%O`l*q^G(t!+waM;)G$P^o*i>OoXDT6T;i>9J zJe{ACF@Mf1rx)^R{d1N~GvP~JSXy)J9&+?tJ880T6Rs3y;Nlv4F!S10MgP^^n4tz! z^}U$gSX$CebklP;mbu8*(>}2q8>Kxx>D`?OLiDUvKa}w_+sl+~=QBsaS8ZtJ(OefI zn{;^Z(;$wb7ZF$abd*PtNc-7xU2F`c|19F)#W{gExY&EMRi{v!riH#V`5CD7xu?80 zvjCPgF*mA%A3-gkX<_z!HN-JHzTSSi8$_1$159|j!NXLj-a;AaVUFvE@6^@pwd#_l$z+O{e!OZp+|zSFW4NbrHsX z@hMJZe1z)9|TrkD&mqgs-jzz$pb867={1RjK!4 z+8H0{4!uz4R@s9X(q`=1Ep5Po*~loQ2v2vYji#G@lnNacFQ2tdWrHPQbN)zYGB5|4 z?Nh*K{tdQ!RT&3TJfJ>kGo>P00m__jxY;@Sg2$Z>30(&^(A(epQZb(yppwnUt|YF5DMj4ws;BEf z{d$)Vqt!a3sw(6~i>|}%eLF19(cterGmfs_&4$<}MU58%4zSaFK&)qd489bpX6H+N zKnHz-rrd^z6G#sQh)QTppt+G|^?TbU5Ei6%>iwAsG`4DdosWGIMV=mg;mlJ9!bwDx z`3DgoXRB??Vn~Uds+m&JMPFds{@bTADp%nsPbj}8X%%+6`)OvqUWJR+Hp_p?R$(*o zR}SFsoxIuw$No=pq=u- z942Fae53U-fMafJstez~YlB{+Zm`CEWe^LQF8OArgq1c22D3i$tR!wwG_j2eRE?%}b?A_7^5v(m(4&N4`&vyh<f&_%FeHkHuxJ$wLsm;CJ12gpEzDmcH7+B6;|%eBd1usB z_U6GfvAP9(9(^d5y8aHb5_*nWqHgHBf0{0udH{~^Ix79cdKkD^TT)s%$3W+0M~0gD z7$_U=2+A_`hXBuPHR4xBe1%SbG?v-~?O5>KE6J#iZpg8npT7104HSo~f}Sbjk`7{A z@_&E^#U~2D))*yfU+4`MHbnc6?#v*1DdZxW3@2VU4qt@(a9e5(C0_aHbEv522J*6w;4 zf)WLAy`3;PJT$!^CT#~SvU&${{X9U7?b^@UL>Hiz^&yj)?Lq5yj;f4}x)mG~EwPNx zGKQIlJ|{`|I_v2VUdLwRNJ721DnpbLHFAmOmoH6UAf?moyg*k#fjXGw@;P1pkh=G7 z=XiW+gA^9vpv%g;O3E=TR!AyZBK?yisd_NV>PA}%=~bxazV{ovgpQV4ss3SKLiH)1 zbich8gtPS*MiN$B3B01Lp3*pte9zAvFT4hw2(0Y(bUjm!gg=dwauTAB1Xs1Zz`>J# z;(`5Eym}HJ-X)Ie4R;v45$Crxe0GB;RotGTdLON5u{hgoDN$OoSX`@xAtT}@-nY-h zm-N1TP%Pdq{8~Xhv{-zEXSMDlzOdQry~3tN%p_!Mr zrIez`oXM`TB@$V(WJ#7Rp)_O{Wy{!i*<~qf=8Pq4_Py*|ijbtDa$iHE&*%OA-rxI= z-~Gq^$32h7%Z%5Y>pHLJYrC#<<~pxKW0(|#GP$*nzbHuqCAZJ#0VlFkYO- z+kw{!Rii})K z*SX9J;{JPtT@^4HZ0A8Iajk2!7ZvmaC)dYWyfybRF ztJ7`S`0!4YYM|srle~7^he@pw<1gX3_D$4_K+Kam9B;TR+W?h6%Ju2XFO!NjC^vC= z159W;$~(MA`Z85NN}}G(>;&5g%6r0Px9s!;YWF!w6+VYR6y?m{Prn zNLzq$TzT;atA>rGdI6lad@HTR2qVomWOcCDUYrDk%4mlq`5^&Obvr z{Ny}y@o_P#PU6kC$JGU>Gg_oW+~{o7y%$Z|`0KuiY9qy}telcjTrwvx?|L>-HS>-x zLe6!lQ$AgCE*`z8afK>V0mgouVbw*cM#ELy*m<0Tf9elhnGN?wOZx_njkheBw{QdJ z=XiUvV-ewdwQznX#f<9xelHFDAuDRZvCC*T_>dmfk@n3NY+UZUEc=-kx z1rKt4<&A+%v}KrFyaC`$FE*QG)&~Zk1FIZHbU~z}Tl3@BK`5>!eF_$%W?Ty$E~-E; z7d3CvAb0;`1nRxGuXBV>I!Z}Vpfs~29i?!|Sw4&`1A`KfZRTf|&p?fQ2(8n1%RoIq z_utAq*#syYNw`_rJ;1rK(ek`&GjN~r99z9qH&`-O*DDL21kq%eFtcvtez%>5>ki`- z*j<17T>_W_HNkTQsn%0~+0;32r79XFE$Q@tr&<-|XG)(xx?Y7!sT?j+@OzHaJo8|j zb{&IMK{+e6W}F|3oMyw2;&R^fOg;+W z?1e54_Rta_yMmi_r;7)4%d8H(=kvh*%atnmc6q>AV0n)WHV>ERXAiwV%CyhV5SMo6&6wizj{tyK*S93*6J3=ArfJ^^J7k{W$!X&+i?g5lM zyayjkVGlh%mySzxy@Cv@ktD}Ys{@+l)3J$m>7ZggMEzY>0Kj6IzjDn)f~wi;{VKU( z;GmI&-DXb+xMurNJ3)sp5G)4W2|dQ^3+|=7etzqw4!)K7!YSwPU%|4=qV~I~^XLwN zKF?xTezarzy}M*5M9?GZS)%D{d}yBfcv&r^5JdFSYmE|j1~lnj$HM)eet|!}-Q*+A zephlYT!31*a}>xfBt4o6G8OBndvDrf6745YSgHve?Zgr)xbLcOBl#y(M`@C^y4FWj zWR*T0WB+@UqLYT8>ysH2F1^WsQ6(Bhe(_sl8hb4+X`_e1%`_QRP`<7wK@*6Iqn7*h zG$9tHa{fg%J8eAbz~&V%?4<+@Du2G{S-dq;v-j?6M$(%}D4sC+_0k(FKsqop0EY<$ z8xG_aFCP7d5wz{G7S&Ur%+f&lN9!u+xiK79{pu?)b`nP430nht83ibwOW#1K{LRx# zi{C)$^Rqy=It>WraB)jlo(G)=Psgze7K2J7^DD&)&)|>In=-AZF=deNO6*mQl`{C& z@;LWLuX1>gkMyeAd^!9=^>v2ybOpp*Oj36DX+)8QcD?rGG)GCvf49yb>Ol$hO}&Lv zuTU1PG{;Gwc2rp4#WQoC+EJ_fNz>v~I#B&NSZB8GA0Ux| zYDJ_s2%gRNmV1YxorE?w*68luX@GkL%qUdu^gvSWRG!<}oscEIEUrcB4g7lBT1+;% z5t8*!76p0L!HwMTvRW=2RKF=5=KWg}nzG?E-)eO;Z|Kgg1DIZH&VR;m3f~+?Ur2>386_sHH2W$qn!l z&tS2aXD%$iA`oy%7AXb3fF{pzD1kO{0XCMJo1^USv9%RM7vBGp(gC2g%?q}C5fmYzposx+?fyM|=RKM&LLI3e>=}+xd^`7l;&~{LC(NYr> zk8&n{e^LbAx9aV^)E)yatI6tcIpiQCA}1y1z8vuB#As^Gw;Vuw;e0LCKn`dqi2m`- zDF?Vasd`;^kVgp=J7)44$>ZpPX$-C&B*%43yrU1w?yH{m0X`!u!!rAF0~9_tuFE*y z@Hqduh8lyiLD`K(E3u%ICefU23k}K_eNJ!8^Fxfs7xd_!#iGv)ccn)Be2|qq`HWG0xmE<-Bje8f@Qz+0@`S1 zpzQjY66X3@IDZ&)cU=Ao+LN;%uhf|!mB8tpq^){^S(2*O?wb&>vsDUZ%y)vgY^HTa z!EP`>Er%XA>;aFcL}ly3dx3|V?y+E8A4tT+R=3;8fiKQ|{qqJ*xb)@h`z4q%K`59J zldkuK8E%Zo^U1dJ!j~#IX{ljeSViA7{;7-?im}9&N|^9M5#;gfU9S#6k>6uKYI#0F zHObrT6)lb+Rpboo=-CeN`K$a{U|kAg*s6$^4-c4~d2ZK0`T+EP92vE+iHGZfN5vyZyI{`w zMpE96PKZrl&o8#>g!`#OwA8XYpu`cql_ZgNc)mhGK8}|IZ+CtA)!h$Cz;adVboAAq zAfa$BAuVzml)F8WOX^q!SHIIA_DA09=N7f=BUZr;LtgC;b)Hq=Eg8q>>xgXT68U`H ztM4^FR+j5d8dewWVN>SAc_SCS2Qw|k^*$V}H?pcRCYXvoE;AjNCz*oY)mC}$Fkdn{ zVnT&6doTg*!RSLhtPn@^ZK4itH285ZUuX)LJb&~O%ZW4qdxNFq$J4=40oG))=w|@O%A8sJYy`F7N4=ZPq7H|l z*>9ELUxtgnlPIXom4aJYR(0mpDZ(}RI2|j#QG^R6XKwO6RfNHb>HP8*ZYabh*|>CJ zcNOAHYcB0y)r$jV1(i2l`NmN(8bQmw&OY$b2eYb3QA0SRMQ)ZQ%UDHyiaXw_r`%?4ZRnE7%__{mk)1FW_|Ix;A>21H2W>^k81d1FGs5D-B1U z!?SjK&qVQK>R}DnXResVCg^a4h4S>(cGzyZc~0_JH>6&%aJ0JL2d_uHZ#?J3i9VKZ zAf}^d0Q#3FGuchM0lNJ=+sN^1K>6&{%s!;xZKXS-+ClzqaNXE6{FM+=R?FmYE{k42 zX!y!p8B;L`E|FQ7Mg|>4A6;^pKOK?=6)gr8+b}Z>_#3C5ADY6iL2WYco_{bLIXR>}4yenm;$C4!pEO=L#{qpGp)J*X6OVb_W zs2~2zAoOwzis^i9Hp$d5N^>0}tQ0(kYBVWNyU9O+n%SE)qU1S=QhRDVm^?Uz^2+eQ zVJ46@oc;Yxnn~rRNU_k7{0hkiSUJsIPG?aB-KaEOsJQE3Y-Ld2waI!&+iShvUeW-i zrf8Q#1Dar$`maK8wFUZ+_FpE`Sb;;F#UtyBHb@Q3-=go6yTRILe(8L^LDs0=F8xtDa$_c_#;%~Ee>+C|&}b&-BLT?{$A!t;@5 z_8twayiwcN^mrG1_^E7s-_UMom8j{%Pst8Pe|1HXBai4UW(~EHxN!loH|{xJ_90*- zf$7Ye-(3*M6**Mt5(G@w*L@ahLckR%uQ~IIP#||b>5_CyI1v8eb=-mTDR}kkEf?)H zIeIP6alp~|0*w3qZAKKMH3iuO%Wo8aX@|Qmzc#S8n}AW%(~>8Xr=Wlr8P_DsEaWWI z{eo_pgGVU**?+gs!{{?Ej>5Yt;p1~dIT`H?z{#4!-@`Zt=xg4SZ&mXF=$_Q+!naXC zMzw?1tS|;#)v=h}*B=j>xG@fkhm(P1M^j()-c+!6AFUULpRom1bq7e>SMS4_>W8q9 z8D`@`J_vmjQjNsDo6QTh8G43$7y9Z+@AGV2gI&>y7yWs-x7s3{Tq1?INUwuGDcOs0 z3Z9*Bv=~cZdfA(c=A|Tn+SNssJs=z$#|k~E$@Kt^2i_NYz6b@GO2J7_5RJs_X2Nmp ze+sI}skIZ17Gc5A+4qh~k77YQBSzw)vIE|Caa1+mhzX4>)kQfQXrf!{B;vUQq|w}x z9JA5`s%Tb&GrbEpG|oHf7m1+Ue?5X6qtZ`_hX0Kz6|c1 z=LH_W=}E?kIX_Mo;J#!wjMsV8HAmyThSrO(p-E1Dinfy7k6&d`$G3#ewd;JrpwD1~ z-b+@DKvLxc23K68fcTAWW=f}eSh_4cP9p`-tULJf{GW{MQyUP39lgUU!twO&p@%n8u{%PqcX;u*6*?drZR%nI z4#tgW`n#iFa|rKdw=&*2UPGr6lXBh>p2N3Kv)dAvh9kS~TG>#(6C8jYcXqk_Z0Otp ze5g>E!85@d*sJl;0NGGLltZ_Kj^k zRI`D>D_k8Z8YlgN-+Rh;05Vh8n00qPq7>l+eZ+i!Pvy*xCk9-4r-m@p+x#MAsAz#t`wQwl?zCokcz7?`AfnvvYPvGbmw2Q^S z1ze@JENN6L+YxL~zpgl02)oM#@e}LO4(?-5NO%0?`wDUqFlO9R5aWimg8GSMC~d8l z?!A<<1Hch;6od7DjSK2c)&76CO16}3c3$E zc4WNWk;Cj>UGR#w1^gupaI>_37vdJbeRxR5(9j&uldLZz(yoD*8@T7|F8Tz|trjps z|IHqM_*>A|+b3-BGC$Uz9m%Lbvjj~R?!D^=LcYh0T8x+h!QA-svVAikWG%wPD>?{z z+@&3QwB`VdqC1Y5Qcl8s3hBJgPBiEPBnK{FgYP1KLdR`G8aKndqXwg5gU7ckes8HE z?e{|x`i3ar6Hv1rBJp>{Ip1TR0p(p2IKBOB9s;8SJ8F>Uzo5GEf)jt;V4j_0jb%p- z^SGaVdH6_xwT@xZc5LI}G@3YN?!g(q`v? zLu<2*HKE^8cD2iWZ**yP`0uZsjSfEA1Y$Tv&(owngJvr{lEtYa=qJXg!g!4*sB+bY zM*8^ponUxb`Ae?W{0tlv^gCR!PYsg%<2CxBM_E@9i*jS7JJa;6#yScq(ff8To7GI( zbEi+@A>NYbMdP#nmV^ZXZT!d0+3 z&pb{+@9_D)iId6POorUGk_t|3e-rq*(ANdLPqcuWJ=N^%U8*}W$eXJleO2-aCsc2$ z4;H3(&f{eNaDAHH(Hyu(Ya6*eG6p05uF|Y=g@A%8M+fu85t-mmc+zs(0|?5`{k~2% z1utj0+wI@%1x|%+2lk~@L#ZsWG9}TIXvR>(m{{+VXq^VT{O1dAVc&%F*j2qiG=A5| z{BOsnpp}5#Y3wU^R(b9;pIc{W*8ZviJQn8$z2|zxW-oBpugEE!u+7^6@o~>-KFQ;}c=t*yX`Tz)jyJtk(|OAC;R~4S zI8J&0_1|TcGjeyQvpw`-&^f8r1mV9|Ipi6e#^HW)40?pV+xwF6AUrS>W~=3L1?@8P zn@*JZF}$X-VZN^A49o*fHh)~2ffLkryqrAC6c9Of7#bAED&r2_1G^wn)|#4|X2l(Q_ze>ZaF;=m|8 zk6fzY4nxJfd9fkO=((e$5*9tij5p=D>|eCcV_1uJ_-Xeh#SWJ<;%`q~`e6MKDL(P% z)g;EH_*DNZh;k5=TsX13<4Jc{ms;Z2F%F-3$3(WO2gqnGpqM0 zCaXa0)Qbn@RaoFvPkE)v%?Wl(lmsh|zXx_&>!%$374erS^%JlQ9!N%VmbvW6#pZtcyFa%Cb!gDBK&tj79uf(`wC5Uq#()yRcyvP}<|hVAtNiiTOS! zvr?+qC{i5R*!Rl;xfvK@ccgWNM*_`x;Ne}VEAH?x{{!aL7k7a07cvXE;%3<6cZ(#= zF$T0P6i}V)z`_KMGmQs2769dCM$(RFsYn&Tc)1fVA3~FBgEaaZ3t+Kr{|(zZHrRRZ zdQ`nMB}j>%tF%3Ax+8Gy5XlL<1#BV)@ga=l)%2jn0TdCWbl_ug3MSgEj1x-EGj}I2 z8dap1Sz+bjz2grNqzP^9I`!4^oA1QRZ2l_9c_^#$&}k7kuBd!y_Z!^(CxPsYLTsF1t$6G<_JLezioq1@!r{5fxY*@-ANH)Cl zMXmXqJULq+Dzb5w?*vuE&WYZgmv5>|aluvT7`-PM#_Y5|*H>r%{$MX^=GsXc@!6R+Q%iO^{vgc zp?<%Q7)?F>R}Ifouai_zoraB@TET~HzwG!=x|t^F0fo01xU~0)L6J@=I5i<&H7fKA zQcL@0&J7iUmD#J}JQP8YeAC#SVx=2s9SNlhN~ng=-Z-5GjRko$<>gw51iOOKZyzV*c%S|@s!0q+5zC2-cE>)EjO|cC0Fhzc~gv<=`T8#!8U6 zyB4tvrh^b%S?T*`Qw3I1WO*e!df_3l3)*A}pTIF8<)%GD-O%LG9`US@Ibc3olhW>N zj;_wkYsX&lLHtBQqqyJ@!?zt9X`uA`EJ}p8)L@=xG+^0R3pALgpU_Q|?AYCQc-iji zS!LXT4#vB$dKh-ZN1cmbU!CH^FD&Qv`q=#S6M?Bx4ov+Rc#=39TQl=QJaVC=dm>ONVFQT6}<3W4>Qs-X8>Btmf%;p~>)8`nvm^%`SBEiu}Qhpf#|<%JG8j zRxPl;;m%_4s2ZKk$!x(`l!Y%Dm&jL5ciZuWUUDW;15fO4U&K%3L}pwivVZIdZ68`N za0{s@Mi?q^Etnk;94Y~WHiN+mX}LQ97+9?9`Um=PFY{3MsjVweM1KhK%VNx`dkO>3 zF8F`8b>2DWt>j+?x7%<)sG)67>xI4@zO|H5C*^Bo6ZGce*9Io8?C=j&sGVEvYuv*wyV(3TP@=0=P6*YSX>oT_YS6O^WSAkyaA%elN8zLOVFup9ScW=Gw~dJ zicux+6wxGfog+0(KS60A!}20EHp(ASkhaNK807=r9p#B0v5oRvYTZ(h&kx!8!<9O3f5Jh;mRyt-g|)w-%$|rP<6u7yX#OlILyyyVRi?wdZq?HL*zQ@ z)6E+Jp)ssGe4Fl58W#FzVCNYQLwE5*JN#lBvkvmeRSXoNH#@>x{kM36EP3RccQm;m zrdG(}W98pM4I5qeW)>-{a6u1yU7f04>ZWF_Q zNJm&JkMLu*R>reMAL86Hl;t0DEtfGNpRitWbV_0PePz7dOw5!;cpp;i@+o=-EVB#a zGJh923CU-KSSUzHL=f^q=s7~7lq4jv2rW~F75&C~7SNlLP3-!+y8nO;!#uh2zc>N^ z;xzq>Lo@jw=Sh;J4kz2qiQT74YK}c6NGU>#oMKCQG?Q?+*H(3d?E(Y`u!QOc*p#VV2eyhE@Gc<54Q4Qw)2B}S)c**aG}&@EpQHil z->uSdPdL%<`43FY1nPF*ru6bdf^iXW$w^Vk9Gvnykl~dpn<2KGLi@a%!Mr}qE9H`*T<$*bLdcL z8_8!|d@ts8H{GXo;Il*^fA=&WIt61w8@BHV{#;mPRU*9rT85JJ6MaN4xDaYN9BuUz zn9jGMQ;x}_X<_r+n=*FvsZ>oCUd=6`8re`@At6$A%2q_Pt*v9O8S-wt}Ihm z5Hvvkj#h&pK%ieh0$JBt{EZ_tTYTpb1wAdBTv%-010C7LLRv-8^K0mL-nJ>+Wy(|i>AJ>ZUL=0`+pVI?Bi83~Fl{t1zqYvhP&q81)m zR3N6Y4>((N6EThdg(?60h-rAg@9UyNOmiWAUH?zh1Q^K+pF^B5RrBc(8PZWN8GRGM1as9MWdsd$;kNl>>M@G% z72m_XkVlJooDscAk4|%b`yHBdM>bz&eGgwpcNUhchXai=O!K5Lc`C@bXrp3!_5&QY zJ@I5(3|VWtOFFTA?kj9iL5fu(_Y^G6$G_X2D~2ajl!cR_!w!wo_d2pr_CC`OR} zVz(0|_<&Mr+XI3L>{Yktd{v%leE44#CF#G{)_`iz_(p{0DSU!|i$Vg8F#5`%`Q8EKrz36c zTUIur!sv4p=gbLVXiaaVL5PA^UyYavPWb-O`7nYH9O2mJOI)DHB4}X3s%uLC2Y6qv zOwj_5d8ad`B)h_jUn`i8=tX@19Qmt#$Mz0G^3+Wq8!jPqTiORhR@vW>l4g9Db)z`C z{IiTw#u-8U>wP4zu)k*jO8zIku(v8&+RaCpkO#zmzYZaUVfumzjt~XP8fotcPUu0~ zu*GN5^Lb4$L4L-n5267KFfkgDA_zdy)MIs^RTl5u|5Er?{vhNmvg3~z?gLV<1^Qao z`S2`M=X7WrzXI{bMh8xrllby4i|5ck_|dsuVFRMwW00LtDGJdxT6V?{SKc;O(ap-)!Xp4~?H&VJMV>@G;02WXBxl2u}D&@l4+RNPu&ZJzhv0+}hW?%eA4p|M>?fGu zNzbJPf(D2kos9_4yRChBM*uycla`P3bnwRmPWY0AM<8Oywk6aJvP(zN#Q*Qm>G%>ZM%*5lwg-fZ!KbQld_9tiBThbdCuG9@ z$Zh^T>D()XJYc0HGe8K#LCSlSgeYk7@o*wI;dh?tI|Lsfo|vcs;{UtcKSz5mI^sDU zO9R4m8zMY0-Ji*4Qt!n|}KAkW^DxPWD=AUePKt)JI+N042 z2zek(Dhm+85O=TzO^AYYPyAVe6B1ASPZMzc5uo^1I{m4^i+Ex?4DkaS-#1$1dJI#4 zsB;if?ku;EH{oLRR9biIT5#*6#uh&{@6-k%6ZVg>u@e$eDn&CSkScHZVB1i7)tP#Q^L`_M!4PT)oKRH8Ermx3& zNPut)gbnqlwl529;p8L7qP00`XpnDZ>d;G&(3obY@$jMlYHantHje!7#zp^Y<4gbD z_{aa+nBu=1pQrfWWKQ707KYLv#@g>f?(XsA`?v3_f9AMgjpDiI$?-gYIb~yqMNW{C zF(b9y_8>=z(9n{iw?2Auanh24t&fCTOfnMLtHM(Emquufh(&5;3DP_pD{>UK zK99$a8&RUe@HC|5SO<4*q;oV@BaYFUoZ^{agn{w_as+>bx}rBN35l~XMnB*IH{nj) z02?Vpd6>}l%oTbL482VLCBLsDU{!b*s`Wq#xSONgDK)i(OuFzEnAi`47bQ#2TfCZq z%EqvA;)x;9GTYFiF53li0;VYFrl!C{jxR%&cb-8x$=2Y9ekFkan0@7RXCJ6cUd(Ni z&xOZuQC`Qi@!H(>0KM}I2r1WNdWp7O6dLGxR3){k7>;B}5KetmWfc&M+LU}kE7msU9C__1~n z^!23Plw3bBPd*c?l-B`j?ekBV>}dyL<9Td9O=dyrWNlxNEV2oo^SU%(yhTld^hA^hz4b60*7JDZ}s-mn9H6#>;rVMId0 zgCNpHC=DS61XUJ7C#XqC$`BHwAsmimIfMuw2}562gm@4-gwPR$P9h|ZkQ7342q`0^ zijWRMhFHyyG-70a+(o&JWKpW5H1wWnf(RcG!;zaXv^2+NP0}#a=*72uV$5YnV~u6# zIVt7$BMp!mb(aMYxwnFdnS_~e5Q$}%`qsPs)?Y*}(ks^7TO;V>gjmy3Qgil!eW?EXZ<5p!qQ!@K)ISJVT zd*I-y1+pB$?V&$`p>D@e!$?EIu_Yxr=`!B2! zJtvRCGW#Nfc#~~x%Vyl$QzhFYe6fgeepQgnO$>VE<=NcZ6F3B!kH>JoBl~WRWr*eG-9mLdmV1K?UyMB(_lJQToQ*{% za%&)`CuC)2EUzm!4f&Z=L9G6~umR?u=CUl>_6?%B#J*^4DWtIJ%GUcIXC#@+`|oz; zDceZLJGZ@KTaAcU!|mgU=R5pk`+U0NTl}z>ty_tmo|xE)sX9uQo(8+HMoz z$)8hTnd2Cd)IW%w!*Js@64pFb$L_?#bj9+ZjO#UU|Axld*ax%#_h_4c z<**c9tGNyIvs&GCQ0xHAtNxiq&M)96*0ZDOHXgw9gIiYv9|^>UKIG=0DR7&rE1RA| z<~%tpP5l{?Lj_8q@6zRNYx>8K;?mR}2fbp*Tq>C3z9ijQW1q%ZSv zHLH=3=ONo-!9)*C|H-CU?>Gu3SGW1cmzb7Ekj<<8I4>)Rm&q7vinBe>z=oBkL}I zx9%-SS$^Ec>bw*8y{D&NfP~aR!-|aUZAq9i&dm*}DOB-gOy3t_0qHO~Wp*w(6#-EmOh zXIP0inHGqtzM62tdhB0_oKEUr>pIhiAkxKZ1aNC;_=I$t1fL3g07;FER-(7GBX$(2ozh$JsK*aBK zZpz7I7KQ;4C(!;8S@Rb1fy1{8dEotIbH9X`V+Rm*+2)&waX6_r+rizjF9m3kT8aaP zcAV*QiNGQ*YoyB~2y9%)Xe=$>`v=m2+D%-H)HbB4-~0hA49}n{yPmT?)nnMF#Q7kM z=QTV#%5z9Pr5=!QZS&b>pQxPwkJCM~7EsRwo z0sr(nk_kH3XC(wHDP!#)A&>(6KiG(;BemA$4rf_XC%{)fQTt>!dSR)lo4v9yQrSac zoBy@Abje0e2}-HjX8ySH2#zY&7_y_Ef+yB1LvO~SK*%%KrDmk)-8O$r`F!;K^EY6OS;Ox=CBcBI z;iT;kgEY95|AV=;+ZTT8I{EeUS>}I18Zdj^C~pd_j}b@$ z0Zf-``OZdj8Jvg6!d{|jyJI(p!n85_Yujb6~Jx6M~8HGft7qYd{Vc+3~C_7Lpz zAsheD9SQ}i(X>|jNJ*eecEJy4>A`jmk9BOnGgGwt5i3bLyuFgGAB=qj{a20| z$0XOn#4u~K+gUAO{OdOVsyC;P>da}_WEI{seB2YrFBCU$NIZcjgB*^%;Yx;gH~2=| zc>issFbvf_brM1>8DljH1jp^TnVf#tKur~a2i%b@Ao<}oUqVYlv%^piaH||ODbkFAeb=R) z&Sa~swEF`|{@U5!uaAyyWxRG&u;Ov6y=@)D@~5;*#u@($((1m{%_H`MTj{|v z0)do*A{oWqsRra8-?0NWv2bSZ&3-Gh4%q$XhNrJ$J&=5`%{QnETab_sgmQa|HzZjG z!Ss2W@7?b1;g623ZX))}(+V!hp0WRBJ?12Yd ze`>MzD5elTiD=ba9_@F*Px^z3l4QB$__r`h zfn~CB>^+D{xEM~h{1%R9ao%TE&-fQ2Q)3zNh!cd3?QJS z@Ka&WTF+eWA4u%GzV^22mu*2xetxXM%Dn`(-#9l|U?LAlSQOhXehdN!oU2@T%U%Ie zl5PI%vE)sMm$pFrvBP(+w~We&k+Ot%D_}B>Up__x_HgsCa4wJPbZtuZCm-hxv3@61-`9E0V5oJdSzKejcL z-T=FIhMXCTpFt+X1~ZYN^9=IC`+twylU=Df=mP$XDw-6wrtpjd&(V^mZOyP1R#4HB zrE+86eGzsgOWziTkuYMn`~%h=n=(nmPD`8zAPp;$#O#`Xuf#Jq~Rf%X=yBz1tZS{Xr3ir^OJvCTAT#)rAQG zzHChWdA4;x#paU_wJn5V?Av@>>!)g9&KxXyUG<<@h=9Up8Nt_+$w2g%Uo))0LV58U z9kdZ9@JU?OX0X>wq}tM^I>(28IIQ>Bds(X(=JxukHtueP#Btewh(JV5>^k4jgCh;8 z?6k+D!1R{c8vMk*Ez&7<|DTb`MIbJ>x+q%>2bp!d6$4Lnfj3J&^mmTFfn&HM(~r%= zpq*HP4l}aw{_#aW^^;wU_$9n=e@fvj{E42qd~})=|38R8R5%eev1_#vvt(_K4e-Nu zTN^oMCpVu3iGW(%=jUhID`DAX@f&Pc>cG*JL^AoAXOKymm#@Ut2d2r8Mxc^cfyLL* ze5M&{^fUG`lj<+aU?}HmSqW0a>VFV{XltUviKvNP>vC=z;;zlMA!0qZ4KXFTZHVQK zZA08Wv26%k;CA07JN6@v^HS&m z_RRlD3q%hmx*5^dM1>Pk6T9YI)wgBeWJd=lJ!hly*o`+t{W_n?^cy_3^AjKwuK=Rc zNs&KFC*kHmvrC}B5_o<*@Uv6XEL;>Xx;*~$?<$J_a7SWr5j~vfW<*;P6;4D=>^jI5 zv)Fh=46Vtj=5G~6i#L3jcl^n@MmS^s`hD%4k3jfIcie-dHCWW?lW)oQ890jDkRGZT z{huO&7}vz$B6>K{&4{)pDx8R#*tK@<^|q9sT-3Q}9>9hQ15g zXHZy_`EKOKEV6zw?jY{S|CkquDTNr<#NZ-&IML0Bwk9f^h?>|nWLeuqX&wO12XMR8 zIpjh^wOn2AtFHi-<71M=Y6+ZMED!Wxi2fgZ!IGHGh$)2_*Tmo=dN|R|h_)swoQRs( zbt;vcw)8HubPXa8#@v3V#F5XZE2ep1V3-vD5wWOE$lYw z)59-NkVpO*tE&-QQH+KL?6P3dtoYG|EIE*)l~S(qRT;c$trNR0bq3t*O>0zH;|Bud z_lm>^Xh3DGz}{OM^Qi1hYjct+UO*wL$>^Imh{8Wg5aINyMAnU1qg0XoAX(yF4jdN5 zG=TYL{VShnia`I%uTEOJQNT{5MmpBR4Xl09x~Ecn4N#RIL8l9xKsFJ7p>x9S1M1Gq z$4>?E6DT#msqdBK8Bl6i-xrhc6bx>z+>%BmgRJ@wsX~q6;KN{rpvb@jFrHxQtEOuP zHV+ryeaJikf;w+GGP9(E$61F$jWLUL;PR&xX0hH%;JSma*8iZQ-9wE>iw$Km;p6F5^C2u@Q@xax`(beXdxd!aLHdh?lX{3?=xLPFM&PZ zcq1p9mO*(Q+*O=C4CHTP%LlL2gN9#6tMIwVlRkI3%~XVf0Cw6d8ne9F29-(VtADgb zgI}lgkB1Mw04Jv~T`6BP0qLj0xB0cHKfT39g($JmcVhSfd)y;P>tLGpUEB}K#c(|CIcf_< z>Lerc@S5=1E?12ALCcen=hF@GPzDzGarJ%T_ZOZJSa*OsK}sMcHPkLi+5&tr#EvwG zT?dg(vCnr8>41C3^%?h^0f6Ve-J+*GKZw-2nDoLiotL=hSbK>%sLqFFNOEUxKo=*=FBw>7Z@u?yJYSui&~bW8+10WarE2P+Eg( zTX6I8Nm=$gX+Um`L4|a+9PlIi;OX_f1P41hj@Bg>U_eetVR{fq1%Y~0Zv+@3KwHz5 z^fDJ3(CZa;FKk{1cC^@;U0$RHo&3d{dq>1UVv$>?2d^rqe=*{!m8%MZ)qZ^2q)`T4 zsgIqZIvPCvg*x$(O&pw$*8M?=_64O+MIP|17y*M+J#`!EeyEXKBPhDu1CoC@bAH{A z{G$3?&?0H<8&Xy9&hOJAqFul|=|-CFu{va0ROQ&po)XYvaN>GmPB_>c_Q)Zl8|p0+{=)0Q)TRaL<=^aBa_X$J~2^Ky}&Yh1zH*AbDQ- zgfgTa+#k4Q5o=ruHcp$ojr^7YuG)Oocxbo`zy0ouHtTAKirDY{iM`_Dy<4Zt$>Di(C+OGlW=P}=AZU~yqeMpR|i@`M=5TN0c1_C2T z+(W6t0fP3~?JvkKAm&lEFRD=Wl)A*@R&n4qpLl4= z<_3@!yd`gi%%tWP=pK8pYzHVZ8sG3Mn}O)(hGvFK+932}UFM@fc|g_vf|Guu`72aAEugoIS#`ye8zX4-b&hLM$*FaGmqU>)$(Pg{7G@CL-b%u{+WJPNYp z&7Sg@jsX7rTHjxzgTUcyW%Z zj%I;Yb?&ebsbQv!t;uvU?{?}0!O5SbOI=|<;+cg+07 z2O_z_#SbT^<&LXB!Dp5kEq%3uIMgkLTAxkq{Rn{1Rcj%InDvbOZ)XkXcd6f z`!~Byw3R>tL;EFvJq5sN+rOYt_zZaEUn3ByTdexjvyIvQui~x*<27b6~1pHvS9W?AW1m5eSm8gVzKy=PpWw}Ek7_&L}+A}8wc(`V$ z-$!SHI~6rTXwxQSRi4q;?wA4inI?udTC5emnQKZc&hms~COvtB59`29Y9||}(`{hA zP?6ClEeW_K_!|5c4+mMxS0~Fb-Zelu^3Bg4Tr&`QJ<21(F$_wjTG&i2`3YY5yJ7p|?=PHd5<<#KU72)6he3X^ z#=`yNu`sOQ5$3WhO)T{I2;PcLM8dd>QS}xoDBxadclyZT!!UfG+XVLORVeV~d}atz zJRyPMWv@&RH*^Rt9wE7648DGy*VVaT1wj0>l>=#3z$~crG74t~q=g3)DPD*{tDE~; zf}Ze#>qhwsQp$>e6XoM7JAnrG-*LzNdP)kvTO3Kg{XCH{oRmnd5X| zwyMln!52+pkld*OU48rWK=(BvAx|o#YH>s@|4}MDsC_kco#tIVK;yKpoy!_PHqzR^ zap=}tV12+uRkQRRa7B+G^Qc1kwk+9Q#@WzVvAxF35bdnS8kZy~??)i2$DynOECKA-39 zoO91}o^#%B1`2Z!D_|&S{AP$Vt%Mr(rxZ}@NzB!O0ypm(rT&bK3PDjJxvSBCVMy#fg=t-^_zvC$EFoc z44jL|&?!T|-Tf3ElYD{!flG|+FH%6Rv}H1oKLkcZTqS;BE@5F?Yx`w^cm-4jQC;iu z>HtG*{+$Oz-9V&VJNooN56}mYe6h~zhA=Rn_{rP}rnC3XT>D-Q^b9K2Mr)}c{4MeF z${>zGzaH6C9VtT_(;USv7YC6bj=PS!Z2&p*(^DZw97kK0j+Vl$3a~HhH|2UZ2#TuQ z*Dx;}d=TS?59xscOBggYQ65**LABwpo~1kcqZ3Ohz1HMONGttJ2Cf+bxzk6K%x?Pu z-fag`xuw5-^7cZ2uQaAuFb&ywGtqc4RQW?Nj z`-7n`GWasEZSQa^l?3`ltY$>O)C~C)I$5 z?2y(Ic_p;?v4fRz=>X6R_#HV|C;~iZ>C~I=-UOu#<7p;e1=un;dFy%GQ7L#sv2^ZP z7Bv`Ldi0YnRvalloH}V$Df`z+3gWxg)E{NStBtfM&b-eMsqp+xk$5>gS-nar!(0U( zK=|muRy!Q%Z>pi5>45&rkJl3YyWmoRCgllE+<)-=jHGIN53rBY(;tzJL>|mOi=5_< zAxtXyMdM3%s0f|#xL)iEG?ORnq{toNdwIQC*$*RhNh5CUdNU09z1Ag#j z4vG4}!40y9J1Co$xPViv00eiqp^T_r@P%&@uoEkLCb1PvDS zdgl7A2r!jUD#;~v|4Ioc6ZFm997eEu(}r5Ls~RZuJ9OnHzCmZsQ@&$`Q82l((Q;nk z0}K-RZqWLb0)0c=*KLO`*oA`dy9U`l3|kpI;<)f)VxR)vy^}cD@UaapB)?$dkZuR5 zrgNAFi5*aPUBd7hSr@z>zH9w5rwg*Um8V1b9KaR7=g2z)TTrQYbnV66K8_5uAy3u5@;OssI}TqHrK&khLBdoh4F3JbX= zlQzwRAR`vE;CKBft(C~4lXk7jt9O;WpejUvR4GUU9p7*Xo0UK%% zmS9Iu$?>W5#qXoSM(vIF`HxYQ;+wd7#m8tV%22zwMjjXRvklM8ppEcz(K|kh~ME&R|K;Oqs?$}nq`wg3lhjcaYEc})=g=!}R zt7X{ecXq%$;ZBM|cL$gTy>EVL(Ft7~YV-J(UGP96{r*^BG*UnZKlx@{MxB=q{<3nk z1k$KrA)43Dz$lw-aV#ki3`IET%5lJYS{jox=s9BGq3<>6w^@oXOv_85ouP?lrmSh$ z8%V+K;h`esq5H_SIILvU>MR(O$bWFUeGxj-wsJ7zV$dI7?jYYQ1`^&k)pAaWf`?@5 z_~TIlknejfFK)yOUKHdG%M?*S_hu|tO5+{OWZ&@^#|~Be8BRINVe-iYv|viHWkjz zg^U}o3S1JRku;THxJ^R{;>edD*CU8P60+wEwV&i7u|9mVV%{p$@ttP)Oz>CqS$p{I z`~GxzuXQCm+&KhZW_hy=U`We>_g=s8kaZPKt%J0DbF3Xse0XH{NxvN@_pLx@^rRi` z-?cZzYi$RQMB-mvu^n)f?>JrX^$e7;=}CVl!4;W@-r4S_34)4fmFV|Y8IZ-XQI#E5 z0k5Wh%dtEx0KJ-0NKo@ULP=SIgxzP?zDCxd;|p&{FzP3KK#jnW(ndoA8E<%g z`VspQ(UwZCXbhc)WYNQkSrl&o;wRZ%kI6wVc?JpFH%oL?-7^*cmK!>q{PgoCl{1>@ zS6>Sc%R*S;oC{6b%0O~DbiyXc4F)|m%(BD0VDTNfWSuRJ7D6}6l36tj=Oi^9!&$+g z!FUoAKqM0Y!Wkvinu*?!s#x>U6yFN9hmLz2r`?4&W@G`nbQswK2M@U3dpVcfQ&%B0=oN6=4Cxj$AG8LlJ#bQ1p3^c z=a!(Mf+CpK7e8>~0557!})96&{J#Gh0VPGf=j-fY}gk`NnQTfx7 zf1Tv>xS5;vxlC}rLn_=gk%E(hX1L~dvI5NF+DrOXYk;4B)7#`$7aXijv%R*`2|t}U zwz2OzA%eWKG+MF~C}#RjomK1v!v0*^C(oi#1OG(Kma8CayH@MvJkSI@&NCka?i&NV z9U?AZd=Epaen+zOeBffG`vts79}E=t{%qT(@PfE8>JImLM>x^S{msmi7SyFaKRvUe zfFibitt_NY0WjnX@&FrLpB1|Om0u7p8^yW%x(UNA50ZOv8KSUeW!hj;Bns=|rvwyp zgaKbp_Q?_d7zm)V%9=d&9*#0!%x3OtM#4g!WAmL@NKzFLE+)Y_iBW)Crj2_GC~w>z zZOLy2hj8WdgzH~%{4IyhZi?5#$@0ax*Y z{a7{Q!&qc6{f$-TY&NgPLBnIi5WeoJ~xC?X8*>_%K4PY#DBkB8+CAK{1qC+jemTlzvl zu+s7)r+P5Baw)ycedULY+m3zLbXA75N~sxIH4`|&U22<}XarYmNCM2mtsvxH;1ap+ z8_)@xy{(?70mF+wa+glY!P)n2p9_x<;D`YICejPspqx2SxAe$u^u)Pr`w6cu(l~dy z^VYZyia#Z-x$I_yh#XHI$o>$ggUm8Cejn_8g6b3{bjzD1(d^-0JZfnDZ*{BRDOeS_ zvf%CgLxC-wDX?urB-S2Q4qIn49q=2g;W541i~&&>Oe|)UUq0OhT}DC4m9$-8#F!pL zG};Lh-F{a3DV?zOG`a7(codS0J;NYn{s3x^b8Fm9Foavjh>kxx{syvcNHj2e+XJWc z78S=$XV9@+wZKgWV&KUU=1=*AUSMncm>mC>7w|mRa_;k?gHm$e$Cv9A(0rlO&kOEn zVWuGMpv@z8;Cz;yTHC@0hx01UyrTGFBkI^Bi;*BunM1NSPC;UH?3C8KE@3FmDqD1} zPJ%NcnDPoTU+5nV51{sMM$*2)`Hjhi;K@Yw_JbFu0YHb3^%6xBc->4CO(koFYath8 z*;oy>ME7=U=|W3+FlP0t3ch? z&AM)lm7$3kS(W(mVnpc@`a>}+7gYvy3fxuCLhX^=rJLg!Ae1n19Bl^!>Gsxo7)GQF zzJGYj)qS)ICNaSh7o|Gjd~bF14b2V^FdKRW&v9Sc=?TJ5#X6u}NVkBRrUN+gr-`d? zMxkuIxP=p}Iv_c4?%oue3A!BCk*O2lip-4jEyI(1P~L?|uTWg~+=lco%Zm~*Kz8P* z+3KM*2#siH=suGU(jmE{7<`dPsO8M?z~^H@KO&w9dVV%R{S-Qu47Y3%?R;m^V1XB+ zVk5|SZ}|@S82$XN`pyw;=!eW-UA08N-}4A*<7`bcaruTJWg60R@N{;;yAHH*nS&8O zErIgT%c`p>4ltWx;+OnB0QkiG3>8U+zmhM6!uGN+Cj5&~7|dw#lv7*|gG~S7 z?s4T<^m&pXfV=et)Vtk`SjF1IM{?q;&HVQ8zD`HigWLlSq_5|nPIdyB%I5?&;uH_ zWK_83r5HsKLf`355TZ~CG}!3`vfwY8vum9| zzV_y#PDC`KjOX0!WPFG#**vajr?h|!9^&e}3`>AxtULubTwq$J@xHN;6MPRevw!&5 z2?L6u*IQ3%x`4!#=KZhS?l4b1%g2;;4DRb>R1B{vATmZOy7*IUFp}_a?gSSnSTr7a zcAr@gE=s@1;1d*p`$WOgK@0qFVeujv)Wnv0hX7J-HRB>P=cOg$XhDG(BFt_LzX;-Ub;M(8nA{#_sV6}qHD(=U%S zfp_io$he6lNM)dEkTLQBk~25g`#hCm6)cZaVSt};k?6Qr`yTM4yS zON$e6T)k6|MfrZ?oPoP?wa<>X19mD3!Z~hrK#1b4h z=TV2<4kw$#{nPQ$x>B0(ZE<9gNzeo}G}1@4yE>v25vf^6oE#^q`qD~fu``&qZPNdI z5dqR)egTG{G7tVjP*JI~b*qj-&6cKeYzjp?xpXz+wuz z8e{S9Ki`AwRA{+aoewl95;<9C`@`#+o0tkc&LCJd4?o#M5CU-yXRl$uJ@l>hd@(;C1R-x?RK92Wf(KrcWNIi*402qhZR>{%++r`t zay@DfkcbAp>iWXv=y%H0rsOc{^V3pzQ3DM$9t>l{e}&W>=2F&hH&tCcCnuuKy)mfY z509>U(Hil`MqIeIY=N@!hj%r&P5wH`imT(pvx2#>)mJ;0Je2}$?xn+P7C2&_d2D8q zK5jxx+h#l7q!S91;+VpmJK+)b(_BPkC&;Oa9>K?U0teT?;@xhX^E|lku`Cpe5(BS> zhkQ{0U-chz=>e8-aPhI5`Bq7tPpUP*O`lo6AXqKxkk=kgHS!YF70+f zxNvpb%turZz|-c#c!>Z=4Ub)o>_AwLbZsLh>qN0^? zsKyh9zIjKylFftB%WQ*oV<||!=h8L)q9T-oPrw|48x|PMxu2r`v=mVs>B)7FD?_ob zQ%o-1E<-!Xoy2z&vw=@v5MO;F7_^c)PP$`Q%HTP(WRG%VC8%rGD;(-*2f`D-NMeWE zfve$8gV1_AsCrI&@KSaFeM}3r0(%F<>fAaV_{###m(z{tjEjP?kON2#dV-t<)J+ z<8Pci%;So}C|xQZC-CBgJ49W4hB@^zz#I6Ax!S%&`@!|(FZ{`^1-Qs>RvdK21Zb9)qxgvZ!F_P2 z{Kb+#IA1mX9nldDj|_>A8!tw{^KWXCcPoS8hJM|pr|0}3HE>3!hshfT7Ob~|63n3E zr@ZtGpEBrP)w16SREDyll7iodM9@(^j4cIfy(-`8)t3S7{mvfxiYmA`)U;?YkNeJN zJ@jpdwi7JY!%N(+bi(NF(;9l2PB=TYdZ$vY6KGx}W)W~Cp+VQ$X9dnr;KMtw_aBd9 zz;VDMWxCWJWH)AqZj5`w!s&Xt3~_H*zaM<)z4ZqScqNjs^w@d9!JO9-S}#1|U?V%J zX9F`#U6nTN(^WuWnv3LQTc^Rdi(Ak220L(J&)GQz@WXK@x*?+-e&DOrtyeJ;0GelX zjD3RwK&>r*sPhWWd1!5n`Ry`6OW?D*p^!H`nUQ{6{Nx+Li?>piv?~NFir<&wFW|mO zemB}a4DG5158vI}4lf!&Gx^IPU0DN!Pg3*XO*eqKHl0r%c?KNQs}v8#If%O$0}WfSPxwJtiFOpDa(Xvq0U&8Sku)bXpTi26P(W; z(tH8Y#rDWC-e5S)n3^Dmu_%Sj8x4owo{%JN6jL7+h^B9`hUT8lGgyQcge!3&np4?8_kt}4$;y>l=s zr(`2$GxbGBCUHEjdT!|U&w)yVcUGwD`2y8;o(4LRu-k#LG|on)KQB@#N|{1GckdOp zX&+d2_-Vmv;sZO6M07nZ!yxu}*|n7of54LWKQb`%0;olX_yDN8_Aima#1G@@~>K%>^T&x9a9 zT?0(TxV<+bLc^zs)9q2)ZNo6-V~r@GOqlqlgfpZ#D#p{Eiw7E_%FSzu34p;X()L`> z29fB&89$uRi1m3wirV@#P*P1e+W#X3j!M(hQOG2M4(ak2{FySO{G4sdz|alw1_DRp z7NX(EHzDO3T(hFr;4pEwX(AjzX^a#tZENDoN!8qIVF|%aaz~^ zuWl*2X;Loytb`}?*^w68NwA&V{oB{O6vntU1fw)7K^w83OGs}AEo`Wa&T>1P?ngau zF5?)A z#SN#pAQ(Swa9Bku5JDs#&RcK!V}R%h`5U8JKghY{-}oiR7i_!A)Hb5o!1kT@4126R zDoGo7ogB*o^^#fU*E-Ka>bD}}EQ6~+ZKtZ7ES|+UxOeY5-A~ zux3)%0>PF|*=TAl&@dc-$}d?5bZwiSjgon=<9RFHAo?9#Zai(}b1e&JB9Dhi8Pd>9 zm(P`-R0uUq3r{hwBlK#Ozc5q16oujq24rNFqG38|xtY;Y6kC1WX8akhBr-U}VvH+B z#Vpg@2KLkene_<1-mv)Dd?K$Q8n#viD=tY z<_YJacx0khtY7jp1{J6OJXvTRiOAGH7+?ynG$E4gNbSNLceo|&>&@Gp2$u*yaJ`^S z2ERksVcjbi6x%L5x~h}~4@ig$6b90OI3G{1Js}xZP8^W_xElxDFU}fb`ny2KTpI2E z@laYMNU@a288^Pv}GXp>i4t}hxV5KX;FYGqmuQwwEo??lUi zgmhqH)*Ls>X?Lz!p{NXW!tJ?YdQ!L^E_vJd=^?Xodr%@0mkXTY!r4 zlY{1u7GPOtHD7ZnLR@3VZU*AYhGQQ*9`oZ=Zhy2&3fy4v2ll}Wc^)5QVbEqcNR~7f zjs_APCD4w+!0{rTi(CcKuuJ8Zb_qWk%%xV!Cf@Rcb-eo$|AD)xB`nt6F`g1qeq5Y$ zfn&g&H+g924hIx)>OUfp;e_Q#(FeE+4xH&(mw0yOB2e2|W2jdzfuPIw_U2j*9KugK z=0e~EQG@;}1c9|EWiI7LI!+W=+dH(mng)X_>(wg(adQf9{lr(pTDm8j8;RoMxAdW6s#S%^RcWH z5fE-Ye2dD^2<>#0a%edc(y?gGmajl5o_t)-JUgLJv0unN)fe*Bo^&3?jO4<}_%_9N z`9*Ny`lHr{?~O2J(#Kb__7$p@^=m~Ae1p4z2dVi8nqg9zX<7blGmz2!&hGir0qNdE|4@^Ijy1939+HrYXyQGF!Po{E^fOG zmV3<2ymDJ1eI-s$gpspUaRrzhHboc@b_npJuy6F!$F<^zTY5S@VoT+qTWzCV4pAGw~Fk@k;`# z`x$)1q#01iP#{2atqj^;-+LioQVuo&F)E396~G`{cU5z@5_VjLtd(S{;Y`{1H${UY zl=n9F1XY+3Ebgi}kZXH_yd`H{p{XzUQ-!`!AdZEitYf?PTw`JFmF`nmh{eD~#;)iy z;&E_-$ywdaA`Zx7oH#P0#XvsJSY-!pqDPcnT9iM#MIYq67GSWR6z$^TkUjqfAJWZx zFFBmTaeS{{b1{=5ht3V&#CJ1P5X_lHd0O)*^x0>&Pa8Etn1AZ`$J9nJxcEtAj1h}S zUmm`omt}+=g?%h-I)JNaxPBOmb&0tSVEp@uXpj{w{JfVq+VTz_jcYjTx8mGeKu})O zzXmL7k9SiZe1(%U(7L18>;>fMhUxl!aVV`lN}->q06pw}X=g84gjOk&r2V|HNR@|P zQ0ZqW;@Ol|PIoRx_D1-3M07{t_7xYQN6PMSHAqZZdPh9Ipb;_AS|+k$RB*mZa80QMMJN}UINk=jG@IR=R#RXm$(E*R0J8du?JwHsg-UcK0-kpD9)($n_ zEtV&7wP=ZR(GnvQ?NHt*_W6>{3NYkh-+d%aMqe#d9lk!RLRq%2bOUu7P}-Yet-#Fh z$aB{6@OVi-dMfC_{n70QV!wL`!(@770F}PA=o`3;`&nb>a)WRIlB){X2pawGJ;V)gk(s=Fc6$!N8Urw7jc z%6~gI%~~2CSYI_AI|@_v{x7SPx8NIB0-fn0Jh7*0!USY(N5qbaoUDk@GA9@74Xqj9 zz;VcJ_{;H|zabS%lN0G+X(9frPjubKlAHPdEG&27XJr`qLiy^5darl@^k&78$@GT7 z?Sh&t)3a%yT7Q?gPay+(B{-e8(=%bxr0Lsz&TJ4ma>hrpJO^gtr|C-%Wg?9CE2*!y zaC-NnwRoRG?I6ss^`Y@&XSn1%^;;@F5b%#brf1m=0yZ_SZC1??46MjxG|#k!f_1%_ zxS3QqDC1oeKKxn~XjLTd-I%?G#ygm3jQd8gM~$-$qJ1W?ejGHl;JStt?ikdG8eYM2 zSJC-RVnb&Hd4`-=N}Hl0Q;cxy0<};E#rBDU*#>{gBa6)UT1NSO`2< zU)tn!AKw4E*!2AEOX%9BeWh*|h@$wi7B~e`&{;Nv))BKbBy{1_+N01+6qv(%$zC7_ zt-C(eqNmMATKPtKvRGh+zQv*x*%j4dwM6vgi$Jgq=_hnz;lUZqu4@aD z0TO|Sp7g->rt8?)ia#_m9$Mupi-t=XtY&`f_rEZZ)I6wo?ghgl#ys^`G-1zb3I2M3OIct_MQO zAWn^RBL>$Yt|RS{SO6vY&&|div0xIco56p*9GY6EWnRfvfsXKTJep^<5Gq2u<3Zvk`e zVTX9ZGN?ZBa+vI1(*A@A{m=mMsI@eD`u5Y|xjCu*bxKpa`JihJs8S{SqV|`X{q;}^ zbJZ%2UD02cBG?!yF7MB1s1ay%^o#jmkeIss9%;wl5rd0{o8~S)1Y)u21+~7D3+R~t z(`dofEeP_tq(&E73op`454U8*qv&5{AN6vYfyRMp%ce91H+4BGZzAgsN*;A9gOwR* zMO)oUe$)!YMpari=9SSM*yCn%SWP zPgak;wkq1c^q4N8mTCe;#Obt@MC|ZSU_#gE+M&lj|M(nfj>c+(re>r>pbKIABe5+PezR@5!*-jKJ8y{T5A1ZJdZ4j z?_D5>JN3_&G8WeGmFgx?hePeQv&BDv7(DLe-*{UJqylOKsl`?Md*I$MDUe_B#h^i* zOMCPpe*ro#=RHXtIgUg3NaMM!%~i)e>u z0d`J3=zEnH29ePNA_2nw5O=R+M7W{`>={x_JUI2xQ?lIM+?N`t*V`&ae8>kS_$yth zJD?0FY8ER`(U2+tQ)8sS%j-DBV9Enb0`$#uTmqQ5f8^qrl9D2hrvF$3- zXTbMY;nl-Oe*)o$@_8?vMQ|=Dy+6(53Dqzz+GVJ*kJYQ^g)HP^H_^OCvP9#E$o_gE z;jSv*#Q{W^x5YIX*0sNWT8S`kJ**Xc8KVhgamtB*A&K(j5UKs>OVzgBc4wo?v&!33+@8&G&4`aClBwKG9JV1Eof6LZZN<+euXAJ2`9QxS3c-Uv?9w>C)etP2_ zDWERjg{+UaBL9!oz(eL*^T>buw2AHd`Q%N@9#&=gQ%eayX2Ey*)7s~d8Sq*9*_NTb z0IwgFTCcZ+ffD{>3X3bR_OBgP&?~Aq&1C?UJGv7$Es9%WOvEw1J3arSN0fD{$fS4N*`a3BU~?At6k+)uiO8F zap^neXV%;y&+9`~gNWn)y5^PJV;d&naDZ24G<7H9|0iC6C(=Y}2IX>~#@$hG6{oU) z{AvaN=hKGbNXa8e;~5`;0`kc`7Ig9e6DR%UvR*RxjIRA7Wp01JEL-`WXuR2UjL@oFDrC|Lk~pX|tZ%v=3wv)r%rA{H0s_ z>o+$Q&jelgfh5~FsfeBa$*PHd+fYlnQUk5}Qw>`D)%$x8(-cj;OX7z?czgwWEGvIu zDjMSr@QR5Bg53qJK8G;$g;M$KBk;pUT=^uk4+@$7HNY|F3?66BeZ}ADMTEN4Z_d~GL9Z3*$*9YTNGOjoC|GqB|H^6sN2KVc!khNP~@5oQK1 zr_tkje*a#HgG=obI&vALcG_p;P^-lLx)$~I_zB}d^rK(Zh4$w^mR8=mdq%waHBh8X zUfO)Bejh5aYVJU_FkFIw7qqg+3iI~_+&{<;QR3Sm(u227ixo$s!j%f+jH3fk%p{3_ zz|I*Fe7ISq5bg^Pd`5Lbe7ex~odvVgbsmsQm@mLQh!Y@)J91jt3oG3PI z4j=gAfYJP|JtD)i&{XibF7C$+aD|$vu!c-Q#DZ$A+iMTtUaGO+4e{HD#N^I_P4*CJ zB;!{2;J5QXsO}K_a4LB)fE;)#BDQ7zIpFTk6D}`y>fn8JVT_?j<33bTvA<)&6mU?n zkp5wn`3qH5=QV!~VGr2QE$*UwXN&w&$@LLOGvpl*e4APP1o>OrXsitRLPzcCX^owF zH0i;csS;%feag2J9B89Zrq$gd;m6%z{i%Mp7gy?D?CGU;HWvZLaSqE7$yis{8!KfIgvrR@LU@^ew9X4^&AO`tMBoXMymoir>_s zS@@iBr&QBo0vh|RL{c)|!_%@kp_%1?eW=)KM{h8(%OJ+q-$$!|{e#LN?ZT=!^#I}> z^%OaA^dD3>N*yt1uZ3wwLC>#!|Ey{-XX9wzr~jb(@Q1DDFH~yI^IfUw1n3Y~b`Xud z+5U++Z0jOTzghz~o<^(8Z>N3C>y!dYOn03Tts4{Zl~(Wl<40|D>a))$;+R375Xj#A zn>R0jbfK&xailTu)drS`XA?N!!qERidKy=>qu_^sFy%Dbn)8(Zf$200N1>?sEGWuJ zL}E>5VMw6&Cq?!kFendQU@Z25n@ioq7wK<4vf0uvzO*`y* zi#5>VT9nGKbxhUQ{8N8?pJlcEAX6G$TUltJp}nz>q1;&Zj_7DVvg9$h*|2KgU)LNx zDot!yiL)yF0p~D(zA=8YNhBfNRba_s$oyRhsJ`c^`ZW9#*F=I z&%rZc{^fQX(NW-+8sJE6{$3&-8MDdPh;D@axK4c7tZIMV=pm(CYfS+tB`%2_u=~1? z6<*`l_eT%m+Ar{Q|8VyF{UCws;r%b{5Sp&qNonJ$1Cc_Jz;K>&+`z`^V}Wz65OXas zTsXE5M>@86f~~3p`ubW(rX#*11&kSSJ@puj0Zqn;=^(1_tIqy*z8fCQVh=Z!4x?iY zWtR@l^?|}Pn|5jVE~t>~j@(KiB`Cda{ws;{If2-pO#Sk3lV@Sz(EdKJ85|?WJ72$- zE0}D{7MSOZ!_(N`yu++3;2=`P>E|5;A4len^V&wkvEh40E{p%LD!6w%+D!W<;xU!e|&;5M_O3zJq%xQgvw+i4P%Bc11zv zJlyQ9h(-Um^F7GQJ2JT*$LOMtrJ3xdC`A)rzS+@=w?Sn$!?dIHC~7<)p=PgF09#&k z_ikiUiUm}!rXI{Cr7wL)9i~_-yzzg#daAQ1W1KXxzt7`!WbBOrxKbqUu4XM#wfJY~ zD0D~edNsXV1L<*w8Cg49c$lJbF%s9QaP(jiKCgQG{A9j zzxiSF@Zl0ve*U5xjaKyjdV8*9$hkB2z{13mVLn&9zn*dDRXaZCf1oP;pML27U}-z^ zKaKTvMbtCY6hA+t@Bcwv_$b9g|9F_Yi$;ob>d{|p9WquJiT%@2-pX1qYh2s@@knv0 zuIzgPGz;HU`F!;2{_%YZGaboMG-B>`ugAzV37AWR#EdD}f=-5$G0+dcVD=!q{;!t6 zB;;~F%Ky`UKn1A{p2byQ7??H~Fx}o_<5N0bQ0kt$tMEetnTYH98a{Y}Y{GY%i*G$g zbmtCameHA@=~@rj3tOhB+l|x2blx0og&A2gEm)$1Z58Py>u(YNK~D$M1BOs4Y^eUV z>lpex=+mZ=EQU&ZYWnVDBv5J8+d-)`MMOzP?N^=q2zlSI&UW@t!XUY|F&}nTWhD1- zb0*6|8NEMsU z#n_Bywecy*N~|1_R8~($J(g1H*OB#a&Df@i1JZWU4v6K3=3A>NR&;6g>*>1QH-PtX z#d-zTABe}|F*8q#xeZZxAB7H2ih&*Gb4~SaF2J)9G_*Rvib@q<(G@D+K&6iS?B~;L zQSfo?FZi9OP`|*gRHlVE%Elx*6(J+8Thjh$;21ICXBq`)TbQ;(Ctkoz zwWCG-tSL(ptijHUSwI`t?G@#!D0l-mx_ArckngDNz>xIjb&OI} z28gehOx!hmgScJj#Tv`)Q8+fpwU^Tc-83E~e^(HQwz;RbUf^bfCL7ffb)hGT#@sf}TE!rdwlUTAdh_5(W> zofowSqQGuJ!71x-;{Tt0?Q<(n=CJK^EB_P6S}0-rBaZbSyM?ynBSdLK@E}P^7dy)(O)^-d${W!Fex#JEbS|0}=qgU|su%kfO_C0VC zVtBI^REA!h1>1|A0VwYGbs1Bpc;J5Oz>uff`;{5^tC+E5V8JBPxv6N zC7sP-S5r0I5N>PDJ^P}n03-2J{Kh$(qDz-LSvj0tkibozTt8g}sLY^wMM7*0GFKI| zL=HPZzQk_G6*4opmVbE4mgfbW%lbCwS$P+}R9C*-e8B^ZZKv2uh^e7P?qsS*P^V}K z{qK_J3h_u@IL*uM8*WggYNx5a1(O9AQ|P%c?UB&&Ybwn4jSD0OHknwm=tD8V3*nwr z8Q_v2AvN&jhqz}6In`A=qOGDK-C7arqVq*#50y<4QCVKw;QL**| z3hGgNdq*}9^z;loEaT!p-yKY-XWVCs&oX8TLr^>r)~^rEqXOdL{VQZZPC1QaYHk1;g#s-{Mp+9N_p$ z2xpR|Hju~)d7YlS4X?*Ykg4=J;51kaE#?k^ejg=019x3GaGUVzq>Tf5H>u4V_Q)Rb zfD}%5)E;r!n^d<|=ppvjt)#rW^5_vO9Y!Ep`U)ysI3<$4N{!g57mFRapCfZOmZ9g( zJSa#88~6Cb9bmrpk|^)dZD{nZ!1sB18xCuoi@w)>1=_!=nahnbdh}MzsTzKx4Ey_W;gnh#M75k~h&~LZB9$TXGeO*?+9(&5>q=rJr z;~ebs4<>VY+@V+s4>G%6dK+v!hYsIS2bI5b8%V}7Abx#Ilw6%S;6-~pI!`8RW^mjc zjJ)LrlO#Og*A61*X<0*BdW}Q|+Un7PnaUz|` zcWDvc*w=GRB^jdY-lkVZr8Y(1=T?b)xfvpAdZSYw%~~OqdGXZ9d3#`MYLb#VgLwx# z-1?`o#oq#p+fDv{2`yj|E(v8hC=2zusttbPmqCfiR`-BD3$(P<-@7=DM2ARa9#Ng^ z6OI2!*JgOn9+5Ng4l)Uf!Q7Pk$IXhjaQR0cruv#0C|oU0>3yID!xp~_&8g&p%eDRB zY4|M~8pLaV>`5SsS+8sw!33B>>-iD}`8jL&?VtDQ(FGT{qM?3C@USKP`e52O%cuqG zLori7X6``}DRINN~K+Yn7>SWvOo)kowSMdd9YAEMI|77EE24fym~z%2cj zB}meLpQB2D18GCM*egfXfkEL6d&S0W5W3{Teo&no4oFq%VI;XrM4M?di(1p15r1XV zhk*?}h`cC#bIDu};^tpOScVt?1O2Vjbt5mDg*nx-ONn-=i=He=FJT`PZb^ooHWfX`aJ-P!mk0S;=@*es(?V7cjr+nHJ($v^ zf6ib%35HTx$Gok`z|2L6rb2#2RQI*9i=k4FsOT3`75OJcqPL931PKoJv)6j zS2UaMt^T@T2)3#idvWb~820Fu^{#-PNbCar$<(ISSMRZ_=8Q?Qr6$<+TI`JviOSeI zA=Xk?N1?w?!g@V1#WM6T1YoTS-_uozW_)LAU`R^95j-nME8FJ4*-XL31M^u>p|s+e z%^U$lxwTCb#~tAn zaAyJY<3Djb(SQ2CxQ&6Ut<8IZTZ3I^FK}1hv)VImZGuSt|BO3>ZD7y1+f-%uj639b z8_u}j!53HEJ=@+iyuN4KY@Ee=w!K#KbkDZeOz&E}az6ymHMWRbUCKm_=WPhYd_qy5 zt?(q(d^}vYlG7Hh#Uw)SoJwUPyFVl|OvZrY>3gz%%E@7XiT$Ktf(4SXkx*2Mm4`C8r<$XVk2KFy3FKtm!H@NeQcLmKI$F?gF}K;%1fajDJ(nA`PKoX$UE1$$2H*w z|BGwF9g<+;T(ub^$_no(3+C{|8?d@RB>0X$h{yJ?x?EJRH3vf?-t<#tE=ZH=^E5DXA@?KtkJ&<Xg?ivJ)^?b^KXipe6r6;&FK;) z4PSm~jUx>3WF*DQtyn0jPT6gH@T6R{dxtRJFR=y7dpMGL`q5YHk^GbIePYyeu*dRg z8VXc`v6lrMy7NC+Vhy*+te%fO`s*b5>Y9Q_zVX11`2kzL@t>kxt;I4i@*|?jSM{3d z$rBO9CaG*?ZV(jMoV+N|5)C&NJ`)n-o?_`-_fKY@wu4{z2cJ{OYXMaN*IrWcRrB~> zQljc>u$PpakQ>=cN-Cur_L7q8$$yfPkbu3U1Op$V)%UUzty12-tOWBIvlqBsL*{P( z7r5WaZtewc0%PjEz^(nlXW+lUP1N*oFL2i?j_w8Sz_E(Gz$+k>9S|s-HJI~-PR95 zOnF_1mX#7-eN=NCo;wJCTEdhU8S!158+SKbGN;8+FIt?l7?(cEGc>!TRs1yPmOi$tqxpU_dKLn5C1!Jx-K zrJjE~9!7`~Vhh^8}x*O~>jSfVQYBJm0{*cG~$OLoZs zCC42QjJW*<b%2he&aq~8bXCq(jF8NB^t`PLrM{q(iH7f+M!aX zv}kGXy)|fS=zBM)v`C_jl95$XA@ZE_InVF8uIDe8>++ZD{e7R;`*ojlf0Yj+%J=O! z58O~hcllV_1#av{8{fU#^=+9G6_;^_G&%nyb-n8Qu3>VB_CfBRJ8TtoM30K#GTUvZM&kRv*_s%UQo@VJuutuHJTY-FxOA!L+J6tp z#tXUP3zVA@c|TU)(3dJi%M~~7|6}ezJid|Ff(x6`{M=)^i{?#eUBQ9j$g>4VZ)N;Y z#PtYd^)zlRZ=4HibKK59w_XReu+oV8?u83L+!Mzs#7zNikwY}#*0@6h?sF+L;Jz^m zz)eOx(lp{GnrOtWd0_;org@ft+>PDlA*X6vSOgP zHwm&ragXM0fpAZYw?Mf6TJ5^dMagz-uQX))yU=FHcJucSkZo+557{m{s1Dig*}N9A z-RAf%f8Y2N8mN^IivO2@JhOie-6dCdpu@uoVfLPw@-}AzR#_#vgLS_y+lJdS`jVR@tksAHK>M6I^p)cdVzDek!vB*|2vPtw~9F*Vb zW119%lH1MGw9=~3>c+@>N*skq$!$=7_lq3V?@$r@DCQ>0;cfSyb-9c#(H~?-yUrl4 z&AFR3eWlRpLgj=5KP!;9%_-kT30r*rdyI8+WHR0w60V-?6@?pnHr8A;xP=+N8Qg8| zamAAQZKW5o^l=0C7&*gSNFH-`WOA=(=f+ixg^xP}uHi#F>xG#Mi3bSNV8} zehZ3HK8Hd*0(ThX>!NEWS5>(54kY5~@I7ix?blyyxlMZ+5fVe+#(VeFfce!gh5ch3U8gaKb z(uh0r+5`}H%f>aBO58_}NC0tP?6?WUP5)CApd_C2Kp+)L`lLMpO17V=0VokDeM5l~ zav54vO{0>Lhekjpt!6ubN^(E#0xEgFd6|b=-1=K{pt$)Pi=nvhdDDvfbw(}}_h|+l zC~ohU&!D((I~{@I)_J4`#m$>a%eJk}cTH-xC6&6_HNim$6QLq*`FnD zqNuw&h_4?aQQVsa6J4ih#PK!Uk?*HBGPvTMO~-423|0?}l|4{J>GiHdu|3<-HvgCS zrp8UwVc0BETVRP;vXx2ij=A89$8y~PBA&QJ@V0Vz%T@dZbzg{hY>6M}5gJ!UG_lvf zSMt)9HT!V&Ty%to=0>bPbSaqy>)^Jh?xM@td+>Fk0FCJwc~p~_>Fu)~q299@{Bsln zt}rI`W>`rfn}=e}v-Dd~%_;TO?YoyrNm*UPoQ^L^Z2QEE9zK3XGP+y(d}F{}(lJ5L zyWI{AM4C;uX@slh#Ba}*amnh;fWYDF2g7jD`OD*bOCDIGz*30<* zA8vIoyluKfX%m5r#U3#uvE@*@aLiG836m=bQ`{a{M+uFy=0+rEEb zO2qq9siuTtQstFFm28b)52}O+n7KqnPr;hh zzRnJ7(h&8*n!Hjj0BbVB&8(FQ+#ENvH&TJyC?*(O+<3y>kR|wB2jK`QZip^2pZODc~7RhjGkI* z6z`*$%<-33q+>Yup+C85CZzQnP${F%znp8aNR4gVQD+TZv}jT>gO2%PvHY#crK#?? zS}@&|H^do#*)XWjT%d;+uk>U&^2uYB#US$jO*P!OmL9oRe_0@QyXbNu8)H0`JNC?_ zl@BXr?~P!3ql$c(A4qs#Rz@ldN4OX_$|G?@Uyc!TK@=hBY4nAY9;KFO^6|cSObcFxhdsDClSiMdgVd}L6|J7D?Bi+Cz@CVr&peq zWD)%7%1;fl1Bm5c4u5({=EN}10Jq#8(tn>Mx+2P(k5WD=WqjpwTiUPT8aBP(=TejK z7p6ylSG6K=piO(iczX!mol2ye&pF|wdxSuPtS;tJxTJsi)qdQec#q8Hvl&0unF9@2 zu%ZnbaFZ!LXu#bkX&P|Hd71{q8lIp5m3{tDH6R(wO>6}XDCj2&8n8Y3Wi3^e(4}yK zDnaK4S=|RYOw)vM}|iNaql#71>g?+_Y#2HsDlP2YUV}&B_VbcC?Qj*gh7Nx zCEhDED%oXZ2vpL{&<<2G^Lz}TMBg|Ipri&phvFvPuZQC1_fml3Hi1EIXyK+WpoQC#n-=aY7FxLPU!{e+ z>~|1k`^b7)wxtC|Jn5fNPN1gsmWOJU@o?=vuas5`q%9?TM(FRm(+5I`y^rT|K^KvA!}g@w>jJ`UUG$-6 zuiJ>@FM<-|f`W-{(Jk`EedQ!;ZL{;HIG^M#_L5;2V-AUVLU1MZPizROyu>@{x8Ehw z-=3qxCloYD1HAM9`c=e9|NAppb1#+8;}i@`o2%cxMfC`})HlJVy51b^G&Q>}RIZ0^ zx773gY1Kw)TXGJ!&&VOhZ6W5~tbAy4;aP}+$RE-&tC?Sez$i&FWDXSfU3Fei+@pO> zpt!ZH96)ggJfbOXvsIenmg+aBDsD1jesUBXH$&z{aNLpF37`S@YO;a`L}&Ct1DLl zmSRfCrx1rCO_hjzP6bsWSiuIWB(vc5wBJLS2*D-8HZ#)x2$BO?EmX zSd$7XzOW`MTq)C>vL@rFW?@an>eIoRY}`)+?oU!Z0Nl^7Qh=LGA#T#}S0L`5WEyeb zUZD}UiGm~$xA82ExR zgwx^#KuMFwV}Oz^p=T*S_NNqg`NUHw?i`kVP~1k`wBnBaMk{VvJz8_N485Wkm&C7{6HH%lj!0ZYx?uvll&9*7%(k7A^B^M)i-HYk^DtC z{c<#7N&W*@3RKiwNE+f1m+KkANn_P{Y=o3H$;g(~LG^?uv76ai@&=z1@yj$TM*V{w zF|a5&SR|XNO@y^osf3K|Cmz^2TZ`6m5bO`HviypeYyRJd#Pn|n5~6GzJzZm_4uywA zh?vphV(=6(w{Bsp`1>K^=3IHv9rppk+TK6Y<@S9d=2*vxrwM7qw0UQduHSV6H34j6Kk8jAt<`h;qzxlOD zJHKi1a|g$5fASJIZp(a2aNJ#kmEgE7Fk}bt1N)N`kv@fGW8kMSv>FTEoOnH6_2Im%)@=cy9!zB;u|Un3Cu1v^6Pd zbQ0ENvI=EQk|}diOoBEi7mv~ABx^oxO`6--!kSbMHib2Lf-w=+1 zvQ9wUepXpP+OwKN)()UD8<#6^e(C2p;^p}1YELZG;p5v{n_snUwuUxZfN8soIy zUM{Bfc4XI4G8DHIH?6o0Y{DVjje83r+`)e~K)4UiSV6c;3~1r*|3S;PQVT8HqE@tQ zKX0aGo6f&gE_R-cp!1hh^4s{dna+RDFM*2X!*u@4@!9+44%5+zuUf0kQvNO&wKT6a zaG0)zboP-;HRaDA?7rf0lz(tP>(Wb?!}pKe-I2AGdiegBjU0P3{~hyWFIKkMe;_(N z3!l`=e(AN~hqU8e9d+ZY(fLVT%dbL@(L=>w(%mbROYi+R2$Vc0(9^xMdrB@;q4y{2 z0?MWGkoou-x$>eRRDNVlKG#?}{+A#*x^1}y>v~&f@?|#Qs4MaNx;QFuefVOYoC$?u z{ayuoPZf~S{)5M-Ppaji<=y|dPE02w`FDHI2TJpx%7kDw@wRZ}vE05Th20mwe78FC zMEwfZ^a|=MVztAMcaMwbEL)=;XHXpnhX)e6o1rc-=Z0MGM#_9xwMTzG9ZSx5W`XP- z^5??#86#iKm&Yz!+{HU({HnzHJrOzAc7HuP#c{o|{QhRRssUvdI7aB-szD}iRUf=| zD?wF?Mv+!r8R)_8uSVft15xoO?(26weGwsByJ1Q4I^t=v87$MQ$M?%PLM7tbu)V2T z5_4<})*g2M{3p8)x6m4aIAiQ$jG0QTw$@Z%!C}Ys$buOP?pRN7dBa(0 zTO8MyD}DOKRkZ1}_gzLqB^*bRdlAHHf!~#=zH-Pl!Snsgy%leC@G7Tnj!paylp(m&3SKA+xY6KM3B zbVN9$+Q4#%)a@cTDsm+-|_H;R^nvT;vt*JW`gOK+n@g4%Kw(h(8PvClb_mX z7vIPya&H#Cn^0p!q)_f>WZ3BbF3Jb_Cwi4#IS`K?@4x8yC_Wy!oy_@)%A%3w>obqE zb3%|`?#+c|A8%CV)nQ7_wnBe0WLvy+46;4wMK?;#_MEL1WIIK45wiVC;y5+iWK?}A z3&K5JO$&GOpy;pn0kT-5A;;-vZVbw%XYLZVHpIJkN?Du|b;GY^l%Ayfhu}Hu&~w`7 zg78js;S!6MFD69Ug9dN9;$$}I;5YM5AulMDes*L545jg@3%L6 zk{0!_gxcFnUrotZQH$l$RL8a;ArzK{BVd3ycUnoU-(y@XB&VGd&Xt+<=jz;`p`mw z{!O$glDy1qcniJO3Hj2#?*zKj?)3ZX*$Dix{CLAHvJ}F~b?qVtMl8_rmHW4}KLnuK ze+oAa4F;hL%dy2Pl{b)ZW(;$GgAY2eKp)8)>54K%>edH=V$An_md`2p`6Rng%B&w^k6Q8_%AS|GFPZ zPjUV*`yz(-NHz2|&~3xR{_&mUlpjRoJaIiohyy))RUemR$c>zyZJWP(YBO5UTToNo z!GvC~sxI-*Xp-*d=J_f9tRYT1YSs@L!0D{T)lZDEgUOTO0D9808u;$?Nn||Atc9PqVarP1 zr?MMb(cfJqhxC5+qk$hE#q!uXQD%bcMA7+Xbl3L6{TtR5NTfa9V*YeCdVD|@iW_kx zL2+N`djZ8Q-)~t-E$+d14@z-U4wrrDrl`GLzr~%}+hjDlasrB*QO^X5dw3=j!Yy9d zQ%VgtU8FpO`)YC}g!`5M7fQIVqEsFFX==9r2waA2->}PrY+o*Iglu<=UG&uUwMNXQ zXU-Vgt022empZMU#bW6XE^%X&m(!}e3qy};$&_!uER{ApT`5LpcU<#qatl#r>y+~T zf0;;iWztAFJ_a3PpNr>{h(^*khqPgq{=A+X)F$r*>1X6)rD zAymQW?iJBPj>N2gUFGk{f zpa02E$wBY57#-;=`Cq44lEhM})>hOBrBicxUwQhjdy9kfR`iOsGNTa+Y=&vJl zF6H`EPiu4fq)N2!%)?;g9n^Z?`&r z-35oMer1`MSt2d%;NFt|agn6;Fs$Ldm@XDgEAx2Peh@L;U}l&sGef-j+fnte^T=}H zSmPUZePkQB&0SRP1d2MZwAqw$^H~}D&5oVTPK2XOkizY+S+wk8*ve&D%t0Uxw&ek?GaH>K; zDWw&C4gXcNb7KQq-Q59D;=J>(4;4yCKHUH%4lY*!N@m@807_iEUL{hYq@^x`3MFJT zu=*RQq{;X^P|0`|t+>_lK8#U|yCtAYgj(EXQk$T-ZIbMuxL=L@h2kbZ>w)5~n;3xN ze%N~hihKRQC&+er`2b}5!il$#?d^QeAlpv%=PB7HH{+bb0}$@(4~8M!zxQiHxKkc) zgmAC#Ir?UY+dVX_y5{@H<(r6XQmbRJWMc2P3oe~S5EhX(Px4r0Ys zsn5{)CrBDShkm2oG5SJIxrJN!7YiK=XPx2Zp7>oQmI#*bMU)>pT;A-*+`IKVQT2u zJ!CSr&N*wj3{9Uqe2!f5*Bs}*ezD%e#|`n`I>mB0zy%eh*E3f)RN{LLjRwMI6?m6+ zjqA!_JW>$Yty6ri93@nyMZOm;Lmkc+(jO?~p$X=>pdW*$a1qy3#)FSK`17A!rgb4& zc!{KRw+~uQ3Y}NaW;NY{O8*XiEdOPS<42NbEjOCuPd_KP?DY1duTiRvj&p|S zn6T0NMloa5-c+>AQLT&o;vIQHI--fHW%XmrN*TnxWS^De*2zRoR8tb^?rV}ldlXMJ z>lDdgOt9g`mC^^q7*>06*LIwEe8%g@ zI#RlyXt(2HKU%CcU~2r0Hb#k*ld5eO_Dd)~Ww!3&sA=?SsGLUUPiLa1tN4m|Jezn?ren`ELWO`_V}Il=YdZ zup(6OZRV`abIJ{8zezi6jv3=g-4!AvHwN!|WfT(sD<7ZLT(ezcG#h6ygqh^sNx;YL zS;-Q4HKCaF^!PFPzAN~rVfb?QsxuxRc%`pJuZYujjk8-RaG;E`%fCzi86b&PQJE})%Of ze9IcLD~Nr)g;AStPY|D6giQ`H&J)|p1UXncre}!<(uscxx!w>=)g!ZhH=hyAxo3E1 zt6TqjNU~=3snS!fn@MP#xp6Nh8u#q*cIHZo!`!dB<9PNapkHQ6oz;H#k&tE3je_}l zw0m}@(}?o!G8v=2O@6!YAO{84^vw^`P~vF<*5t_pYOp3f`8;4v-fCNhHQ6~j2WxWQ zmQS!I_mBmtYm$tPbx*;ZJh$!{%*k(-2#8xc=OhsKaHa|nx2aVZ5ceC)E+FnNRd0Z} zqm3^DabM`00OGDuJ_*Eaa<3Vn#P+oTKuMDC5Vsc8GEtz_x7i@33HUXpDk4rd$YJF7*<;!Rv97gX!ra4)et@8bD*B(v=rDVial`ZlqpNyt22>g2<<$)w*n#!KMPsAC4yN;Rr zC?jzJA~Vz@0FAG?)AZ6I0IA7EE4Iq|pov+G`Fe9$P&79aI0 z-`u;^3?KT?Hd54KhF7w$gX1<5;HCd!)XrRwsU4uGcN={o&EK*HLUiWLN zDIp`-;1y6MT3qR%O2o8;@~LZ5B{>(?D2O?0okq!_ke6K@$Q6dugmj+Y#0B$1KBQ!41{d&Kb!>FW|HHDY)=O*C6TYJ zdxEa3U41mBoQXZ7w~6OW*5TeX@4#e{Qp}RL$GxvC9Seu=eRlSk8|w0_t!jJ|jGncj zvoQ+(Xm+b8vt_U=QjUMG9W_*rua-8?u=`&@bxe<5UH49;6#EI$^}dman`}kyK1jLO zYeU*5(Lf{oFgwPg)E8A%j0`LQAgoZ`c9`a@+b zo+|U`X<#kDW0$NoQ=GH$c-pa>U&`V!;|+JQ9Lh_6|XJ}^ce!60sVybfd*ul z-2@uYf6xLn;JVp8paCD<$^Z@cG0TFg0m-07PtV!|L z|6on#xtUPbBsmcWwrz$viSoC?oXlzZ4r|isHf>Gb$V?BW68Gh+^FZ8xdHsO66~71o zaX+-~1mdN0=;dw{jWBe8t(hyD-iDCoIwb;&v{J47#(&J#oH3=$dVRov{Da zv)WEu&9VQnzdg!ZRguf}13NSo&LV9CAF>1Uw^QiD&#dWub`|6}S#sfUwJzRo99Oq`9|BoMEh>he?&8|FJeXE@W%hfNMSYg#UE!Tir3 ztK2YJi=R~XT8*!JN!rD*#_}6S8u6g!;rDf|t;E0LT&*Wg4aAQJmtBkK%ZPppK`Rda zH&G-PwJyOk0+}Sn;w5&+v_w+>j3fekrJpzfAclnAbMu%eLsjGaqK{mh;H>q?2MC<%L|s-0b!{;z?+u zei|Ml;_gYQp(<`N+95Luj@u~46&&|D=P#O6 z4Jfh72pW)$zk7kI0sZW*g9cP7sRIot*p&quQ0Q$QXu$2~H-QEW8++6^}atamQaV1LCIZH3QmW67>Kj!!J$(lr*&q0+iJF#sHM8WANf7Q;XZ-b0HM>I_1w$ z+^yWTP~6S;4nuJl?2LxuR<*5!;+7EF48_gV-U7uv@$@ca+afyyvTepG4B5WA_9$d~ zn1`0_?ZTRnZSoL3WP4=XnGE56f2bS6oh{|riyXEgy57;Ije(=YQ@Z+1=EDrQMeFh= z^1xrhfBSj6zAJN-U#7Q=c61Gq=>DiFtqQ#*`FnYE?X;gH(Us{w6Z`v=RO_PNXbX?Q=MLih2TB(YQh$}OG&B;lPCu1%rtB(@WRBHKi7pCe`+Ga9}$SrZ=> zQeUk*f058yoA`D_LifK0VO%jiQAv(r<0IH>0afL|M4r9rE5+M8EIq zy~y?RgwFWrSf%tVvGJSz&UDS!#O_T^twV+bM8hrNmZ%dgMA%XxoZrarN`~{BiYnUq zP12+ooZmcZ@rCo7q3$s_zWL$lOFh0J6KiF^!}-lyRaZE_Y2&5`#~tzf6gcjfrTI%# z$4$qv2^{xf`?%{=$IZs^ikYgoBi5ON;>KG(g5ti$@f{R*b~{riRRb#Ty$KpHLH#Uf zK*`ZL(10Q_ViXNXo+9qIaDxUc(;Ed1m~vtYG~lI|+du<8Kll?=$+t5mph}j-&Vwph z>dFCCax^~zR7vP%wE(Iq8GpqFro`CW8%)VfIt~Gcm655(%Il5RuCGM&(zjjlJ`(kA`5ckcQ zy+GVm>ZL&3lJ3C(+*eq)0&us_^8s+L%}EE~)@E-@CsV0}dqM`NB)R52P)VhL0#FIt z!Z=XLi-|~p620g)fRZi#PXJ1yhiOpqD7zDiTj1B61+}Co|6#nik({_+upgU zknJwf6v(!YK>}o(P9^N?qJ|iW&R-(9JpX+&ol42qfDFnx{Kbh)jw6f&9o_qXTPK#9 z>F5MIGX3Aaq@1&BB69wF%AZF#)>gcs9LOILoVYsp|Igja0)HRA#g>TK_X}}{h@8Z~ zB2#uujTPgT0ig{=X9{pk?ylDG^|0}_UO-MQEvN2%R{2&$6C?xJuT%r z9?fXwS(xW3x+-KiCZk_^uK?NCNC<}QN=7NaS>ARWFTi%zvT8xa?f8y(2zR1R8-DGr z+0@!mN5;z6mbUgbW#fy_INgsnyC7Y$*Du)0jPOUpoaYMZ?#OuC$wiNY7RYW-_=6!Y zOYAgpga7CL8<_Frlx5L+f6TvO?dD)cS1ff}S(3?99=nPMhhHU|BVx~Dkmo6ifiHa> z>h(Mb;r5-cYM+Fnb`9c5@cIgzt*U+5^*H%HW)nMv?ZnbB%d+=$sZb`W_)f3?lJ741 z@mWx6d0Pb%`X!uj?Nb8&JxO*7xtfdghih|UT@Fpj>RiYnR9)#`fT(rc*_lZX|7M*4bFz)@Fi|gVw@t9Ey4o(bK z`L@uEGgS>q;pWx2>7UK#Q!KgIxv=KF&&wNFL#JfJ;K)@h(7?i$tLB3h8%Aov(*5v- z`X6pfsjjH)oNZxEMhd#H&0sH&c`CXp7TgtGL^)UbR6%xS6(l3>5uxox4!WqB{ek+D zunM~8A{_L{(;hOS982t>yr4H*#he@SJHQFGQ>hb zTc&pQs^Z;ylAktsabmj{t(*sC9}?eO8WqX(oy3d|+ac-F$HZN}3jyx$nn`!|FJIGf zpCPSu3Vt2jvF07g)_T)fv#<%0<82YGd$+queos~v7nt+@gDzb1vwZ8ICFS>?4mlUE z#o&C?#i|n~2KY3Wy&mf~Jv`<9_Uz(1J2cSYLT2?1L?RtN@%yDC(Sk|Yx59nVNL5*= znJ+sMwVs)TY#5l$V>g3^-PCaV8Qq3( z3p0*ASdG@fJSV(HSu_37rnFGA;6nyzRrFWapIa)(%3Kor8`|KzL$Mcb@_XUP=?m;H z?ELX>&876>TmD!<*6!xWGau}Kkxt>{Ykkz!A&^ng;(!eUtCb$KpG9|Mwud(xIbwga z@w>r=WFOr1VYf?cfHihtsfjLrZGpaAd0xjyTt(-d9&MdmxsHDSS&?qYbU|N!6c%Zr z2>d+ETdv@22>Nne`t|L1UdU3hrQU%w=;cwYT*3SO(#|I2g z7d%gNLH0V_S<+nR&@KM+b~U;;@DHcgawTN**91TF*egCg4g7h3%t?){lBm=rgCx@A zfUZB1XKje`qFlE1Fi4Z4mYj~im_L7+jMn$?Hk(jh2+{jpbkgzLPV_Ffhh@Rf6ltv2 zesop&08X(;Wr}&~jMqL$+N##I%b5Wta?HkOL|FKouWH0K01k11Ly3XAFx0- z*~uvv-kKnTo9XWzj%y%$MGvxWB;R*J{_=Zor*37OdW(^ha%B%`qfgJlaA{#A_4B<) z?DT8WvB5OP;^oa);p3AjHP&4?!sX){HbM+H`?rOk3gEzwmV;<6w1{{cw=YY%n*j+Q zu)QzO9Yjna{($nMMTCLLv4>S8E7JYzM^$AklS!#l&P+=ZcS*k(1)t76w<;uEeAu$r zjvPlSxVW=9>-bsXM`5>u>8sHHpljX4$}pF899qk^n08Yw2py5Umi*T7Ax=3#4oYdv zMtyyi6QG1(=lzyy*;$F}YgW}eG#scAv8rlxw?&}MM zaBr|;f^ctc>7j(%2jkqGknJa%8X?>LRCByc!1P!%9=gp)e@>0uffHLNxvD4YvDLL}r>6I3^+ z&E?KtTT$1pt~(}yT`12`Q);g2F(QP>>yU{xv*X5TBU;BCwcb5EH{v4Tu4?X_E_O|o{u39L4_0c*Bos5}_ zlE0XZ)OYL_Bzx`k#SA=8t2HV2bI>uL7-EdwiyG+0WE~p{G2_2o(!U~#ut1Qz@Dpb@ z#KGE z_nzCR<8qDhuiQ8^yDa!Sci}Rc*%QunV6Q*Uc4;Pu(QgUE9)?}45_@l9jyA8aLAPa5 z+fk1E%XVAQ;M-T~a(e{OF{_8HXR7t_Y>RS7v$84H+TGE1B}M_O`TY6m5q2Dz2QoZ9 zEUb(E@dx%ZcIcp*^-oh?_BRqgKb1banUg>;dwM-_l8h$a-?-Hj>N7$*9VPJo)zT!X zf<;g-h_j)ZblChgpWcHW;wSNjqxAd`5tNmo!FA&QjuhubHNRG^t3pAl@926i=AnNX zM>tIb?x6VMCT%i3g15ig*|dAG4`=ZIYNu1Xfp@oj$^B^a2p#j&Xn)E0 z6n(zC1)yYFH~^qTCbAizWY0?mfD&<`TL2}tbcO&W%uT^mC?R8CmujGr4ffJNCFg8^ zLverYy932N)8`7sy%eJh#Vt`60mY3Ei$ZaK-$*O&uQtb_xK$}|M=fsQPFl9(oPI#I zx7+$cws*N|LbgjEy`f~A+=W9J_CmNveQDv|(dGi-{<57O!d-v4D|IEV0lkwbYEwIz zgX*J7*8LqI(DVJ@O^;eqUMszad3B(@9U0D<3*O5g#)ky;I`WKXFst9p^9cDVEd0X4 zDPpo88$31&$mFa>^Et~>-*S?X-sZ`R$I0CHkh(3u^0xWM__&&a_X&$pY#LW+@?`f@ zOrM$YM{rL%F1zHl=F>UKE7}q!xn$L!B0iEk-vn<0<*mz^%<&>2=ZU2+k55_~*Ts4CNLJ;~1fF^4e{g zxSgv&-I6{71vBc&uII`|Yv|V${_gWf5xJa$ijSJG>lK5QE(&&SG+X5q+f#wB&XmPY zJH(-H!5jLmZL3gNbzC-?Jp#vupntMM4ipOdmvv*o9=C8inftoh;+v<}*s`w8M%N@Y zHia1!pjU)z{-e$mbooOXS!Un#4(!N6${J*k!%EkjdWicvsQB&BNx7wiC@NT^w9F2BuK--PU^e#jWDf1h}c zEo+$QYd&DrUs*%oiv_749#sb~U`j7O87`s~$A+L2=D@4>(By~x5( zZ+|T7D}=i*{9^t$fewY+@RGYm5MNU+Kg)+fr0Vv>H)Em)rL~*`;vTo*=AaUHcF&0y zVHDur{Ame*TXvr`0QVL9DFAN$%ycSnlhGCVBS74zHVXi8hsSUNl{i>h1C5>f&)qw)d(C zK(=dSXxFb3dvejJoytY8kHP2xX~$beGUdPe z6+K`59phf~nAeYQapNoWZtaAUuiPY3GfY}-*gJ~i?$@f-+B`>LtLHDXjPxRwXeTBa z$3W!!^7)4!vo@${OfvD$p(LDttz7$LeI_2YW$F!EmyPeZzYcayyM>H;CvA@?-a#)n zrk1z}R8melE;t_TuRxmYww>gY@6s^`KJ#>Wvj(zJs`4iP%)xecrdQbvlW~`$k81tV zI7BuW>l5v%LT92tzQgeB#CqQt6w4a2JU>=~vYk!`tX`}{ zojpGG8EF;Bbc7GqWQQ>utVt!45m=MvS8`xYay6U6ntWKS1Z%P-Y!`J+Qm)Unn}<0W z_a+?Xq)dwt5O=PH?<*>CbJL{(an~t-dq^d2d6ys{?(SVNK-|06_ycio>EZ$6W_MTw z;vP)50Vw$r9S=~lH2DdjWRlblP{MfiJ_Sn1_psc@C7=>9*4*_}D)}_i2vkzlHxE=& z_4zUs_efnD6t~VL5h!j0$5<%tU5ApOxDCGkgyOEgPy@wXR;>WV{p|27DDKY#v~1sx zeFNEM`nV_Y51A6~sLiDi?mJg$;a+tegK(c=rG?vN11;Q%b+mBrVGM2gUgeJ7o37)n zYqdjjVx!W>1N4z;0He6i#%uUs^q*t<%oFgxO~2kxA>(Q?#K?{+>v<({~r2s-s_$<=2t25 z&#{z2mO^8hce<{l3z9^F)w=++R_20h{XZ{M{8EX0K=hCeQqvQ=bgf{On2-6wV>2p- zE@{)>m#X7Nn*F59=0Z|vhl+;b*0L3X__f`~qv;r4N;+n2Zgc{t&%Gx}Qvv zJGckWheCzj)B zS$AG87auvRKXvVL0{*buGT`-hphA74eZG4d(7L`n@psDiQIw~+TVX>b znzvK-rkWB%18*=T{=F<B7YD&oX_9jbEC1yV>K$ZNd zj`pCg$>IBPuqOALeZ5ItlW!ySU`>Wjs==CEzsLh?GNvaB)@14MRalcH*-+{_H$J1#Za~{Q%tbDy$UXCKuu1^a&vD0KIx3?vQS+w*D9Mu61St8LvIJ0)>g5Sgvh%{PJ}Q(*9QW#^_O|v? zNI$i=EtT$ilc~l1=`Did=5vpM;=a0X6pGv6MIx=ZA8dl+p4#pT#U1r4?!A+CCTA7NL+GCQqVhS0Bj}gS`wyZwk09;o2bVTH zmB;7a-xf&FGs6~-Hrzo?=W+1+gH>COp2fS^I%|mUDmaV&$8116FXk@FSuC=|gx8-S zw=&;Hgo^IR;x`@q!u&5iOKjaQ>1j#{_&t=FG+`NtMv~R zJS2_i&$bWD=lu7O@Mm3h;b0IVb7}OLTI@uj zowA8)6){*Vul7)7X(~3D;<>%IG8M;Kf8XzCmw?}F2>}iG!|oR=RRh|hWzc|+dcJ@L zY@T)m4fyMaF=)WHVbFkNBqDeZG~m+PZJ+@=&L)B?IVI5vs>C>2^aE9u9LZh_s>Iu2 z08~jqy$-07Z^~Cdl^nFJ1XE(H&=01B^Yji_lZ_l3U`?)#Er&JvB6%6sB*9ZkS(D^A zbZUii`2%H6wy%$dIk}Oc8rI~}U?Z%_w>l9(+?LU2fVl1G-T`svzqbYAR*nB-LnZFG z6-6NKJnf4>+$$vQJyhUk&y)b*R;ywKC~@mcSEfSA9fQMeN@NO^Y%}-Wx7hI`LPQwTSgnksJM_ypl* zjwyp|_lVQ7z0oJqtBB~*m=aK?n*ri-WawuM>kvq zYtpGIsuAL%@CX7P%sYINxvKc@_0`84{YXO0h@3w&(dlmCL`wCTR> zMa4K$W3tC;#|Tc9#lx;*q#5EPdAA0PM#W!jCw$%?G}{ga971d%LX2XFP~}% z)k6BGepNXH$JtgDlBLssxMkhJyR%MC4s~Kz|F-)gxUjTQwBV6&TC-vK9tt6fx8Qt9Xos$`AQC0LVOS6;)Kto2?8YjRI(H>}C* zi<7V>@lynA@-X=>tjQ7)&a>1t*>U|MtjVW0H37JNnV5^Iz}199&#=Lh0ejPVEJ{?z{opkzGwXB`zvhSGKbl$`2N11Ndn#RE`c z?REg5gs`6gC^6yrvxf>L?(>=eCCa5<&SYwFFC2Xb#ck!s@{wBHjH3lm-0R30P}~j@ zd{ErHdq_~+?-YBXxTU$4pt$=AG9cS_KWW+iaf=7C?G&W~**+WQ4B7s|%?H{3=kpV? zjT|S)5N>Uoeh9b!_t1wSt}jXcZzN);_6(5dB8+b>hrB1z@%1{tQ0yRVM3mZ7qyG`Y zX-z*bd(vY%?isK3N0$k@=8lw(;wgeI+s}ETHi&5WVr;AtVnXmdtbI{$rAIKH<8b-g zf0>B1&eQtneUjAsaD$Arb0F#TNkMy`TV}zedzPc+$w}8qs;b3)E|az-UFkvQPi)fv zeUilO7~k*n5)cdK*rr%*p%u1kA}(L(gDNVtxx)lbdU^ zU`?;87lH4@_ z+=aTF0Njl~k1vv`RKgo-2UJ4GnFmy2JS7fP@@VJ*PziZx3ZTTVLLQ*RXI&jY$@h*A z040+;4N%-4KI%YmC$|Sdaf_-%LUC7hj6repT$F^~ei6$By`A&nANdKjxR1PRhT^t$ zHh^&VCuBgl3z^v<+(|6AAlw0EOc3swMJvemrc=)$+fsdbknNXG`ytzOEpBx6k0vR{ z=sJ8NhQo*HRGyjKe)pa7cmH}-nSo}y;iNmpU)K_JuLVyvr*f?)=vwFu-+0hd4&;r0 zTg`oGrra~Hnrefa|KIQ3!*jKW7yq*Hd6xy(D)~^vpgBEb^~E3U)SSw_kZ>F4wX=7z za+l%2jYv-QQ9k9QE{#)w-5h-{OnedPQ-Y432oLq>twS~4Cj|4adSIW|iJJ@pZ{TCL zBSqs`IY>JzzuxRjA(A{1;5zd#2btB{j4dtX;5#*K*Ux*^l5vXmozpoX^>|g=SaoEw z8cTY!ZY#00#$u(H*@l#Tu(LyoFrnjup3mKr(wgu9lPD}3*I|#WaS*Oh@0hO&JfB?)hj}WH7gc~Zr@X*q-)uTo6)FNAR-2F z#v6@?Igm4Ou1x5av&Zh?E$Z?QM+eHV%ImRjTK_}Ud52^DJ$zi06(O^Mh>D0Lh1^HT zCVQ5Z8M0TZo9w-JGRw>s!hOh$$fk@CBD*pQ_1yRA`99b6{MB{+{``Gk-d^wb@i}KG z4PK~yMCE$$7}&kvGw}?nf^*09Un~Cdg@-p@-A#B~2D~Z1P^xa$1FY6@7=(Yb`6*`c zrNJ9_5cW}YWmN1fq}K^kr4sFew+tq;O_bZ<$@^2rbUN8E<*L_6l#mOU`zx?5jb#b} z+Uk^4b>{-06Z?4$Mg9Uv5fOA<^KC9HKadD4R5pZ^(q2qgneu`8-^Yt@zf}X(*P%zZ zmx3W}iR_vBbyNJ84rhX6i$Vb19nvG|CDEYX<9zlL-5Bs$S7ilL^AP^HGUus!Dg~Z> zYIe^1;&a$Or|3a9n+O#{W_Ylxg|2YsP;Y<1v@0Z)IB%AF_c=(Dp5lFBkPZHBem=o< zCk}tSVwr5Ly>+eE{V^fpyJy^K1Sm%oT*6O z?2`3`!@sid?|1mYf?3K5V{(5ucjF1|pqeGfd-Qx&v>^mwy^^u)k;&1()!BqymOTRa zRdJje`>FzGN%qUr2P4E&T9b#41H&_}omuhdY{$%7>gm#t%;R)pQ?F zYo@{{CK&_{tY{J2p2a4J?Zmnq#I`a?A!0kj`zm6aLGNBMfo*DsRRY^sXkSZwhyZu7 zaT|i0Z)&$)=7&0LN*1UI`{oCJ%D(S&<}-%7U*bk$&qzbbGafy&g_l6n)z8dX?UFEd z%8KFZCv!N}$UZ9W;R5e;(Y24{c|nSEl2i9`B*0(XRH}#9BlwZ#Yxq2sHux6Xl-#53 z4$j;8C!Ny9I)T_Sk52)Ua&X|;myy%1_n<+sP_lxICY&z2V-jnl1B4WrQapnsF%>>1}^a3m?clwL0hoF2Z#Q55kMc(j~(ME3eINv5ET-eh9q}f+f#3`ukdfaCiPT`Uh4ZV_$HS zEJzPH);xZ1e%lD#(Nyle5n>Ar_kv^7$6NvH{(~g_Tj$`?R#99ShdDGjdPk9MS`%>c z(X6j2nE=O+uE)fJEP-HvfLV-~C`i0*eoENe5UMu&+HKQXz%%YHLRGqE@CoCTJ$8*& z7fz0d?tN6Vg?9p|pD?YO1BxSWOn>cKgRh~J;rKrMSth3A#0kwliiH1uNY2IevP^cKHSit z+U{wGQ^y8{ZS@ANqp zNkPuTiw`hPQDCWi=TgaGKk)tgfG_EOFbos_JD)0_1yx;z=CTZOVD{DR)r_4~*b?Gh zFP4vmPJEu@Se-w9_)`)0$&Wm=;EI4!NR?v(Aou!{;1Hk;JcEY|hVgH1ZVusozBkN+ z-EB0^z3Q3pe87c`M(2lcHuHkW#Dy3j|A3U}#^p%Za4+iy8?_|R6z17J_QM%k30c2t zqkaN3et)T5C5{Js-`YcB?c+i7qv0Z+{RnW(xecp*MA{2n$DSW0lQn{vzb4wpgXKYv z^^K*AHQ6{P|B91qk&@sRO$g`Lylc?rwI(Qy)P*Hy<&84O4B(Q8g7(%+Ey(vwIW_a5 z6dZg|bxk6k6BOx_A6l;;!6`(nHE8@a!TdT|E4p^A8OKOF?x4c^4l`jeO_4@6gJJVz zo4UzGJcBVG+xskHFovNhy8P(Uix$l9H% ztM{70OFbdINc_WjzYCt#@zf8%aH0`tHaQBv*9ug8l^cR5jJYUNSz4gCrLrq~{wrWF zbbzEJ?A~o8C3F$xNJ?H`oJUe3nZksmgtve=k02!z!x(~;U|||j9I}$`&$Gx%1}YEa z2*FLxCX9mnuh<0?+^Jdrg8M|(a}?Y@`${Od6L+XkaQ`aQLBTzI;SCDzIT7_pzcz@FjL+=0+>#%K zRV(a$5H|$1h1YZD6x-lm_4W7f7IOisgFoN!jxF^0`doJ<$^-J8OR^-s6A#Xln{=pD z(XGxy)u8N%;hgu6c<@cGt~{Q+4Bm}4pzg?Pgz^J&HIq(_uzN3t7puse0|muA zf(ws2!(O}enK%wF7gDUR|5TZ*d?M+_|rd>gQl6D5<5eRTeegFW4`0ehu!z#3+|k>WB2>TiBV#?8{>hm8B;gB#n@c;W6& zrbfcOPRfsj`_|h?B;1YG3k2cDLh(QkWZcAVPmpon%wR`W^5nBDvJ&}DoeDE=ncbeD;9k}H7u-GjLnye%o&Uj2_30ymyWy96ogJQS{%bD~+Xu2a zh;1T?e{5sM*bv*#99I$BOY>`p?d2G9solI+pk-$!zCbYynBTYeWWlmDgC?~c#;e(F z;QSj}Wp?5*z;GhmFfsQNp#O7r{>AAD(EQ6)+2`pvpe?Gl+;7Lf^vg}Q`VxOBSjGYv z>*CV`?6U^0T1ry7X1bFLn*kj>?z2zp?^(Ww2 z#F1HXw@g5#Q7wzDyb}$nA^Fkbb`#KWKToO8^9LqjgkdABJ{)HDdD<#n$$>lb++QL| z6W~J1Y)PzA7#PiR8xs}H$G=`9)jktn4j5|OK9X(VJB#@9t2^Twpr=I6`qjcy(BaPL z9AXm$f)XY8OR5vV(<8xu)@dRDQDgHG!!2tNE>MPbr10^DcDQ!?ilZ@5`OzhL%~k`z zwwpZ2@?i;cJU9NZufPq+9iKVH&Z7XW*cB<|hzy}k&$X`-l9~{sa?5CMTM(wx`=(!? zkps2nE3Dgjx`6%7%MV(_i#Xz`n^aNLKA66b{yo%m?=eLpX7neO1~In%WBz%}vzRJ( zw$*Z~(NTkx%9)JbQ4FCYPmt5KsK~o5Yd9T(d#WA4o6FV|PzE0-NIk zw{M*@1IwZpN<(y?!d)ffX=}?Y$O|JXL{DeIOK04?HmsuIU!&N)oqGHQ{@oY3Yf`ho z_NfrmCi(NFQJYLLJN>Us@=%~QStoN9wMoI@bEr*XHRcIz5(~8wY*C#YEZ0VLGUJ#& zGVaClf5!dAO&J+?7%d|*?q7Znk#Rc*0c6~IB>Kp>>w7$rai_A~N5<`CPDe?QlA?Ao zBqi-D-;k7iT=;>c#E4`SFD2Mu$X9-3fnX&OIALTZubyupE8#z+hOC73r!5NZ*6m~z z+-s6?D7dpe7@^=E(uhRCoqt>d1$S%Rzu;!^(M7?1GC>LjH&+=cVw>-#Bw|}rMcY*i zi-$XSxedW>Ew_%~J}LPRZnv_3a3|?3BDhm{{=vP`>?M0#NgYT&_qzG_1Ur;9n6g|v z`v8Q~B_~(V+W{X&q63eBt6)e}FPmuiF-&q>THwP!twP^2J}=+l4>v9dN?IB^Lh1x} zAFP&>FD&&A-~Rl}9KIEC@ZYrX1?uG4)Sr99K#{o&<%DW1C?51W@U9VrofEtl)s~~7 z9fi~_`toE*-}Fd_NHht`l+>6GU3G;yM{9UXP5|((yT)qt>{X!A`+H@8SqZx4dONn+ z=)xCk!F_AL)j?%lqT%j$2k-`tVLz}ry8)d2$MkA-7Z7Q7Y+A$p68IHly-wEt2bZ0a z+STqu0;>8B_5&kWLHYhUaix4NKuTX3%KU^8M%@w(G!MTDU*0uVTH3w=BNWJXyhg^|>Pd`@do=RvI>ESa_MJz@U9K9#OOTT3saPZ> zx_pU9N{$SxASv;+BSBJ<5_|(mNoMAs1cH>11kWHTaXH{YQnGQUN|un@Tdy}M3Aru* zW%5cN79ZSQ=EqTRGcvlM;7*-qLc#5q_X`DgDfB?WohSbQ;1Ahsuqg%R7#LbHDfYX!xD#ZK%Bc3gg}+#- ztSR}2EZEj zFv&V!dR9i;a5{?}D~#&hIJc^Kud1f^I0aTVxuVFgWtg;_4uyHIJ>y-4jN88ZAu{fR+y9KaP;Lqt_ZxQ( zWZb!(Uy*Us9#%ub&AeBDgxj>j6-mkIo-8CKnJMztudsM4$uvKXtc0Fi99c;@Zve6q zHSxxOR?=09q{N-#pOnxnHlW~k2QN`@hfPph6M|cutP2Hqjivz#?)8O#!7aicfP(uV zup8xe#P)lX+cz(06=Ml-d+smp65!6o#Ur@GoNW=@HV116?r>941UL6^8-iOd=Ne*L zY@8LbO?vA)#gE+pU@R+j_8|ElTnX$x$M0bQ1>>5E+R|@9A|KHYo-*?o$6U=4{1>Ls z`nP>e(FrrCVS5sLhON^Qa{U~o^V+@#eNIfUlDZ>1byw}I5 z4B-(O?zuM{8jziPLb9~R{BlGQ zwaGWV|Jvl77Y?<_@|O3gO%DB0Mr~5{5kC^{@9(|;33qVfVP7oXxDPo$L&iNvB!`Tf z*k1%0_mAH)$hf()u*kSYq?VC!KM7_*QbN_LiKOIwfi;qn()B4MC4+D1kd%~uC`VHA zxs)GCiG-Lck`iLfPC7wKh@QQw#S(%$t_-fFpkf?M;;C&czi(|>H|KD9w?KM%f-*bd{BKx_|PoN zTIvXH`UOwc>xd0plY7OSD9aX3lC(#0-Re7zEAP=a?CEG+KE>>2C$zwv-D^+mRkp*t z$j|75o|2d|b(=@(7-Vq4ci0A>epoWXP<$ctHuZJIkk?Io+xg{%IUh`}b-U;P{>+hy z^cPbH|5u#S??S5O?Kn(+@g;^Ft@jvl8j`X*27?&ds%$mq${CD<&=nifLnD|=3%EYP zfh^31z^>AB{LAmB`i$kGH79ZOF1zUbM$=Xpo!^w*et^zzL=QO7`HiDNCOW?%`2*1L z&5=GH!to6jL)SZj&TnpY(xUSlJ<1fcamUS)p^e+8(g1DTOZ*w~gpE7U<|h?l~vnZeJ1*cr_H zjY%{EHgIgA88A`u9GU^U?|Yyb@ZQ&VXev>zYd}*8kM};BO0xR|&{U#$qX$hT4g>#| zlA11Cw3N7(%%Y_vKI#}+N_2W(pf<^JTotv+lA8fN)L49-41z|ePCgG9L3I*}te`ge zo%s%GlO7=>s7-c=2%t83oJkZJcaZ(BvjpSb!Y+O%7&n&23K_TK)h=Y*DQ5?eaF2{N zBH?x~HbcTKc1{Wj_liWC3zlFd{E8y{1S=^m97k5N=-G{|q`U4nvXUT{b4W@o9ea?J zT(&=gq-3qG5=jYH+rQwJz}!Z`ZK}14f_uF48VYVYU;IO6_~0f^J%@7pdhaWg+eZG? zSQOm2(qa_ctWO^!xFvk15!?|EdJ)`tpCN*qd1VyA{XX*@V*6szA;k9Sf?>q=R6j9d zn~11Oi1Yku43T-S6sy3`Mk13Bg*8n3jYK|4`ghMvD9oW`lg0uF?l%xj@OGii!SXG#2PItzOc* zngFv0-z{HnEQDFl21%@n3?YXehI@YA40_K|ZeLDUgxOP;SB>wf1FP#-!=-cZm5*`d z291s&cZ7&Um-RQ7AwtgRS%v*D7%9ubK z8;$&8g&ffGCv)A=2U`YA>u|sMv@^j^`TEI_0{lyV=QWZ;qn<&YlPc?`TA46z(yHo5 zWI3Et8y;@ri-N)S(xfBNPa(HZMEIHa(O{mvx3l>?n z{Hr0kUDFnRj-O5txfch2D-maAaYVuc#ajWs&QAbu@~MaZH#}g;J*f%3mu7HP*`7;K z(iENuvEX|i=?I){4P{M;W5L%A-=k~YvB2SqI-PNeKX56hy^_&w0b9A6ogKf0!DG&K zT-d!M?vTwi>4^0wTe!Pca>>-w3fjkeQXgCP11chs64sSD;2MMOpVEeGP@AYkd*fy} z{xRI)`=%MOaHKwTCW|r;mVG>ahF&Ni*x>KD?R#qrMvHSC*UOupK6kv%BzMliWZAG}d)sH~fPW1CYMNOD$Tg||dc@Fa2 zuC^>%I}3QZ1>}1zZJ-Y$>MHfgS%lvuiWbAY)em^L*?uq^pL(xy{nB zj<}N5wrmFDb=f}9S*;wC_t!K0N?{!?)ts08c3?M7{!n}V?vW{6;4WL{=HAd4&aCA% zMwYxA_bh}=FLuirLp3z@N?@x`Qk~<@S{A zhoCa@i|U+DAn+Z$-q?G|2k2OOeffUh9k_?oFbm#u0o}7xg$FSnU`1#Ev28@r%SB+@ zzWD1Ff$h9YUxf*5zY5t6Be0$Lq!+O*?7l6BXB!JVw+ay4(&W5X2yi=hbGKq{OT#w> z9Uq^+4F#$68qCMyts!xo=qusK`;g_%XBqC_&ahb8nsmg*5=xfsK2C}=g#JlT+rs58 zH0r~=95`+TA8aVUY}3y zpKbL8r-PTt-$%QFFS2g~gd|PDa6w4hnGa$hS;nS`-&GR6ix|aFN%+Ha@31+iFBm`$ zMp}0#KTCKqLX7v$89z{tOEruA6AS38&$U?9$AE5z8WtD3Cm@lrq4X`aEBqic*gfKU z69_+3Yb<*j0sRMqF4N~_X7<9ho5y3r?4b&cE~m*sgi^1Zq{G1Yd!!zsvExV7=0C%Oi*3_ z_(2{zfupkvHza`TxtdnNuT~&>N~H_CYy)`Z&-zle+y$)c?Mwc346xAR{p&bsJ?LpZ zQo@|22CsQ=R+EP7z{JLh>TDJdMB6^{InV|LH%P?i-N4Mr^W6j#ReHr{$B5L{p=ASx~y2j z#7Ya^-2CQSElmvKlN7rf@uwfx5@D@k5t@^BMUqu3^BL@hCZI`o(SBLX134g{+yA+F_^pFm--Zh3Bc01KM+jBeEjs1 zIYTk+zaJ7WvM1j}4kdszhYwZ~Hcx?*?w_ku#;>75+IZ5b*9Cz2r z488&2T~{AsTQKGqV%zt9A7Z;IaR#xy_l2BUYAzO@{pyzR$L=X)`?KcFDf9|hQ5wKJ z{!H-1ukn7R5;hso_YO*fQ`t~ucbn=b_BG_!+}K=t*9bFNgp|l<8=-9F0kx&QJ6vk1 zi^<}5g&(O)2DJ(+plov>*Qf9rAmn`8V|?QSa8bY7w2}A@u)f{SJv&PURczsj%a2z;ulL2UFKrdrp$cX7GN}jDC3RQaqwV2L^@$5|KlI_tRsX(mE-A99tP^PIs2%IQbDcay^%_<5b(w>qlMPd6*g&G25|A1tI|!C46UV$Jh4AA z@DGNVXtTFk7(-Tv(pCwb`@lXU&h&^{G`Rj}@u8JZGX5Tpm0&{?NAS(YuB}ui3LgBu z>!=f&3@07pb**^f;XR?k;b&O<&8rdb&cFG{3p^}8rt1y4!Gy!qgY{%Spk(}QQO3JS zU=?ug=~ts@pfY(xmP0272;-=+VM{8}z<&o$wczh^@h@=t<4Vg0N~9>ZJ$0us?=Ebo z{As=plGL4KF25E9`T;GvHWa5p(&ik`fX+=QD;_!h@P-<^aY9Bgw@w3Q27amCaK877Lt;oHy;U7g1`9mVK)cCO1?PMAuG8&b_xY|mc_r|j*M_b z!JYGi2L<;hF;5iSkGCsOaF;bQqu|auB8Gw+tGthbTWuf&u`Q4ujo9Xzc!k)u!e%12 zrvy##Y~!!cJ~(?G!L1fvhu}88ZGhnB*h@li%fu5~zT&Qj&xP!di*6S}h#@ z@aK*z^cP#8*d$=wzw;jSnhBb^@6Ca_+sq|datq)`u;;HUr}_c;3lYyO%W?R@Lq?L9 zDH{kicAU~Dc?9$mf2IA#{%Qt4uf!7lVf6%>3=Pze_j921a=+j?;}-b3V?3g7p%1c6 z5T8gH9EAG{Pp{4L^uZDz7X#|_aHzMoF>6ls5WZECd{q)0h@VfLOA5v1KxXWoWp-~N zc&ysZg#T+9u)C|ZNR(d!R-pCmAjkW_E0^m2j$|3!mPnw-R$WVgDp!1X=uSR`E2iIi z80bBqlRUPS?@&CTIdS>Sa(FGc&YyDoTznlkM)QT<@Xren?Beb;U-|-m0;E!N_>0jW z^xJM!Xk@`#GH(O?x#)ng|0Xxf%O@Z~_o3!FF=rS|Y4`MgzaQMgUK*=C>;d0TC5Mhx z`-00#hS)FJrRjiZ)MRU%E)V$LO(X3op@DBbh_m#KnBiL6WEQ_CGayoM;gzJ50b%mJ z*00}~fcJ;Z%a&X3fZP6Ea<4ougCDAOZ^v1U;AyESTXj--LtzxGT*P)-hTwnCYNd4YJv<78HQb-4!+v52ze!c}7`qooKJ8j^*;X|*ZrNbaHr&c1w zegv2>FE(qgjRMKU*1kNCk02&5N#cdjClLPhpK-rBT-io2?&`>#*j&7D7t-$b6NKAP ztrZD3eF{|yLAb>vmk7d*g+k{Uka4p$okzwk(J_pyWa@z;vJ%-$7UK}Sl$m?hdKDUq4`=Q*nBB#LT zHntM~t&tT9?)-C0D7alO+oQ zQ_(MvdHF$_y5&r))PxBXtuAj2AC-a_+8L3!b!YI_sp3i$hZA`B=c(=#sVzK+JZ;I@ z6bVDyPd^TtjDeSnl5LXScthD&4Odl1!axImYxp|;E$wutKMgGpb-<`!e=VbDC@`W@ zW^{K52Zp#ouV0BN!1c5a&!hE3K(F(|L}4HnBp+JE>VC$*Z!vaXKet=W9vH9`_ZgAN z0SC2J{;w&VAYGZ23pF@PON~pFv^5w{nh4+Q=#Q9; zVzw4&v^<6RL7kp))N=xp$#L^Jx!@p%;)dpJ5#QJU{gB+rVcpD4kOrbTcn6|3>6?0&&?d1!tYA%uP$#=0|J6zD z@O)(4=e5(3aWgOtAmffFeGyGC?g0HRWZayF1IW1Peu^UF7UJ+m#y!RqhK&2v&3Ysy zbX~kiO5TzU_7J2b(ntqM$y2rCcqzd@UCpttfUG1#z5`iFd4N5#l3W)9WF@y1Tv2fQ zQxbn61o!x9H5A;9Q=_GX;65KTgM!;9>@^B*1J>IpxD^lWsS|=*N-(+R;HuOx%umc+b9aH}5u2lw_!6oOmMH@t8zK?6>g zNK;ErW1yb@H^q*3(ty_aHmQ7^DM*~>ok~h^14MQ*%1JwRKr*wstHb>|WXp=^;BIz? z(N-+EnW~SV;9f=^cCOzNIz3Lj?IxxJ1B*L9J`u8l2Q;)n<*qv5*y@kOpua(YU4nIU zNH`K4;)WJpZT`Syfahg7H~wqH3zJ*a0)Ehb&~f=}{T+Dq=R~%zjRf59`F%Yrixu<> zke+QwkOU1I8_8E|CBYcUk*;=~Ke)%w-zOZ1UID~Qud!EmP4vJuJq9AbP%AKS)3g@j zS%~?`b2-F+;t{6z4^3t2@h=$0gt8O9XSOh(pNH|kd&~s-B2-R9T{#KJgaQKPJBWeH z=O7QpNES$8>3(5zkRRTO@zyh$@x}Ee-I<82alq|V8})dV`QS$COimnnWR6QN!6u8& z`{EkR*+_n`S%u;lCZfOW513)(B901Nm(Rg$TJpwTPpkazha@j$KS*IrA2#)Tpe!J5SBFyFKXpl*vjlFS2thDxo&=bIi2sl|A2)z-y9uG9(baw~86IQCg_ z(^Mq5O~cDgSW0xRJV#53f44DON=7flprvH(APy}hLzn+8C4Z`=2uleTDDZzoQwdD| zHdcINr9-*FN8L^z{lN2Xp=ZuKh!3LgpE*}bYN*LAV*dIU(W3kUYl=H@=h9-4sE_{qR}{GVW<5ePrCa ztHH>)ueWE@6QpEmI|oV0*0Mw|K}s;q{zyv5Y>1JR%%^xEDZ$ZkF%YE0@#3x{K}sT> zXKoUtge-F*laSl$8P1T9+p(s@B5_!JaMvYuqu{QACsA;#DI7(?-L1obf;+6l1qC>y&>w3ZpMy&trJ*xt;eLu@x?mm#)2ShHUc*!I%?gxLP+ zHX?@|Ucf^ByK*A}hwY$X{o?bmH4&IaJo)BvULg2d|+Ze*soJCIG@CbGfkfffE6k(Y(Vf!~3#7muG6be5G% zb~xq_XFVTLo^JDlL{H#x;RtuAe(eo*E4NY_gcpzPUVVvw;K){GipAy)GxEIbLGo{2d-xwvWMgW`B;aMXyy$d1ze2irRkttKR@@c z!#Cm3l9ca;VhzS@)%O^WMJ`5SR%gRvE(5c9Q({D-r4%>JAQJnExDPig%l69ilztyB zU4VIia^fv+d7l4{3sE#iZRa_gR#fYMKO{QGR6Z=+DTPD=WTF;+mSBABG3}p(5DU?dS1&g5j@~6c_zyh3$|KcJ)h4G#D6uDfBP_{1<<|9iDtkA z(K<8(YP{4&GvL9@Uo->q{KB9a@J8u%Gy_@&5G~+mKrH+~(szh31MW%wn*npMb7(3F z#E_w>M9QEEO(jz&^UzfCmv(T5FqO<#E(8*$62oD8G?nB^b)%)Ek4P6SC2rz*s7>bNs7*T4oAnSz{+_ zBuGj2_+Tv~7H=gQno7t@)ExVfl~C+xA}cwXvWcwZuje-;B`e=Gk(78-rK8}Uz3qyE zyC?mjC?U874sCN1f?G*`7X`O;?bB95aL>GFOe6&Nsnpjfx4VZaP;UD_nTo^`;O@D5 z{15?d%$?0J0^D)FtqAV>@%IqinjRqt?(EHO1ozX~=ZI}4r%A;2L~r2dXFV^0G5)GN z>mDcAfByX1mT4$Flh{d_Iphx?tjsV7b_T(p-0$AqVeo`%Ki>})=~%-HKgY5BQMD%U z{Xn(we7OnqK3v4<8h9I8=RN1d-lKe(m!;;YQo*-!Bi;uy_BJ2~phadkOj#Sdc&aTr+oTr{T$_rLedKN}>C zs@jzWNrRVC`BMZz()o$%8YuygHu*tIosI(@XaDeb4WkSf6sVJ&lQkjpW7VmL>YC6b zO=4wa9^2otyKm@AsN+fB95#O?CF98KIOetaNI z+*n|g_f>+haTk{~qK#WA^_mi424so&gJwX14_asjY|Gj}GvH7L7R`WszfL?Q%z&2f z^ScN$;2q93Gy~G^NTL~#7wDs<+E z5~h;*hB!2p(2)F_N@6}uqNzlHQXaL*tCaevO_~vFqBg0g{v5T*t6SBmO*To>pf)L% zQHI)N=%f3nO$shpqBg1Q@K3m3n@l0$E_=m7au9@kCMrN%@hKP$lUg zDH*sMh@=E(WsRhyeCx_*EFrk9E5=c9b6ouNnh@OH)P5+qHN7AT?jL1BD7eEGKB3^| z%v3|cO&cVDf?Jhp2(ev79fa6^PqL2Kc2vKO*bbbKM{El%#v-=8<|j-?6K1tO3k#U(89x zJC2x1Nr{lFp-(V^Mr@fLV=*om3wK7&^lvs8E@LXYr5E=xDV*CrvAd4{{U-Tiv-G+n zZUonK3jaoP7Q}t8BrSLzT86uMvcGmwyB@RHJ044e{e*FI7{;vQZ;8x&Bo{7PH;y@b z;`8f6J^h&QwUOhjcS|wV!E@;RhDPPz`3+oLMdvqWh7RcbMg+Tn&TnqH7op=DC*LN* z@eLMN=rN>2IKQFR7)IweosGe0C-AsNWc;3bqk5LF9;L zz^8w#&eH%>6_4OI*>ZZ!ivWZbfEWRY=~lw|)R z2=^i9lsSTMkFAj-;g(TgN5Va^!t)eMu#)VJWMn0k@;2)PD|zBU2{sr z_EOMy#5R!+cAoenEry7;)@XP7C;r*?EU*|o+(;xZTz1S8yxDte@#pS7eiHMiwi<~Xe{r@?Z2$jr_p#Rtd*jvR(2K7r@b!nAF#V3y3-huN z@LXcstT#RZc)#q=-u>_rFeJ#C=ibN$2HQ^O<-+5@-CFZzhfkLHuN!ZQB#gL0XMOoD zLu>qZ238GaE0^!W)Cx=6LG@&KJ!kAC32hqe*WFpsd#0Ti&iIEQ_=2IhxC_{t7N!!LP_Va{e+Fn8pZ zBG*nFoX^<0`YO>Cbe~!_U(ms3gY~5sN^?vFVEKv!vnXvIP-M=s;kow=xK`feX;t=@9#=e9eZB}{#r}MztPmYQl zJ{;%>RpI;gy9q2&24KtussP3$d!}N#94<1|rY+{2hX?v|rnXp%AkbH4BfbXk@6jzi zq2qD^OAES zkbdCuTmNIO(3)>r=uxK&q<2|SW}df!S4Ajuid9^I@vp=O{oDRPc)58}pE(dvzNSM z&{b`;m_G>s@#hQ41KhuGcU&(Pdp;e+G`3v3|juWFJe@dJ;h!djZS>by&fMdF}GWbWK<3H&ViJV|Mk*EQ#j)Z#+#HYdDox{tc zHg+Iw(5%##*bQihzKV6nf5*Yu`P?hoGzcWPWIg?|;18-#m<-s+_<|xg#ZTjRAAy76 zABgR`&=kbBPgN6Q`!;P9V*7QZ4Px6gtroEjmw&9`*~Ws8$8RCH&3;HBxG#8K*nZT>J8#M#HA;ivEZPAR!xcJF%Z4OPG;BX20WaP1&yd$gTLz;ksr4$p+M4DwuhZE z6e^FXYX9&Ao?4n!T`CBMD$bs)>o!*K8*{;dy*?Jilf11s^CBF)W|{fze>e=hp3be% zdLRo%)8gJHo(hM2Tcl&!*d2YK^LpbN^NtzddGe#HLeL#}UniHf81?|6r_N8uo%8_T zmw#HhI=O=0;VO?s2`7MIwvMR~X9bC+GM@31;vj~SQC*}DK>i}On{qfAD5O)g>84cKYn%N=Z*)>3K6z>1jM-Q;LTTqb;-38^w`$k8|wLr=$ z(Pa^Jb*M8;Z~f-70%Uz5bbdC37Z{3Ny1bxp6$sg0)wVEE0PC+$n5lkH0L9Lpt+ zMf?x!(kzN__}9BdpWzB|tQN#g81_nB{8zR~dG3q(IP5ZY#YOWJ9O+(exR{WCwKPurg{BFH3-#e|aA4=z1AU6x zI`C6%_}IJ9DiGzv2uS?P!42;xt1YADK$kll1$V}LG79db0aX;-{C){2xD6BL@WGA0 z8~0Bs%I(RIw+Xq81p)8cP;gr&=b_-1U>rekw|_`LaNo#qLvXX@2X7GImck!3Xk2jw z6n|S0+poLS5!=){=MmfD=Px6+*|?+nQ`{q=f0N6nclb*o`o0<8jATj#`Co|*|Yz0M?cI?U8@4%|Z`EM_NwSar> z9#>lVUIBB=WGur$I8eE~${?6*1@g0wbe3bM-aw5+B#zMm7;JZU^P#IqL?AN$VrV4~O8zoxHT zg6fRYXI*Nvf$zSVJ(J2^KvU9e#r;qXoPKO1UMnLEj)nS79D!!@A^9xxa*Kmtkve?YcgO^YkUnr7AAO zF$M>}mI-ddQ13pnA+jI%?}x;a?y@AEa~!Dn8**Z#5r0<7z{TJDp$3TRCMZ6*lLHx( z5As}<@GrBfhsSUZWI*@HG$$GR8W>yIQ}|J;1M&}w(Fut6!SkkrNJ`|ESc(Z!l5SUr zq~uGr8a6dm#LTn#7>4@0wKG%%c-YM)rY~N^( z$Fq$s1o?f`2yVMEdj$7<6DNY(quT(%t#R@Fvr4;MQ1z0xUM9*1T(#J*-O76dRYj~C zxr+MX-*!1IovbNnR~UPg(V!lliwkM&J~9Rr%TCddRL_IwgAIDiIkO=5HXYrHcOs~4 z=g_c`aslENQxaR)#2UbscaFnKBoEr&s>%~q%Y_Tn$zo;3_`4VuaWStvs-g0|tc)Pf zHkjzxIl$Q73#%$Ka!;I<0b^d>-INNn(DS#!TF1+7; zjm3jOy4+3i)+_lyk&o7H_frXAAU{Q78=DJ$B=J1KuJGRmM|~4&-Tcg;d`nQ?p}GVZ zyYh>cG$R2@aw_G2U-pBBY&FrzVmUyr@oVAJxpEMl!V%SSvkd%j6ywW#7y}rsm`-5u zf4=AvT#KDbGXWg&Rx5Dx5y;LFn9)A`2r{naJyxvsht&P!ftQ!PV7uen&dxo3C_)0U z*O%m;0LlE*+8FUf;61I(#j~yt_Z)KA=99^xB#xXYXOIRuS+BqSgpq-hjf-g$VJhIF zyHLlSv-qc*C=4fOC(XdPnc%(5G(B+3xk-cP1RJE&y6Q9AzlaGumaErJ9fNV*zna0P zRgGh+^{2;%v|(JUgok-w&fq>PvyG9;6fNWM*K_4ab1dRc#Yt9LpBcgNyH8fS4)*-_ zLlP~PMT<)-2Z0Z)kG~au27)$Xp5$({07{x)eKxQIM3YYm=CF){TAjy-JYzoA8q;{4A_)*ksRV5tQ2utzCVYyoIf5|$=FMG5TJQ}9hw{RK-%?1gH zJsTt7WMC}Q&+!rPTN!R>YmI_i4EaP(0%PEbp0emMGAB5pE%_nqj|gnh|V_^SNV<(G91LSOcr}Za(2nRy^Bu|J2!Tg7I->|A* zBY^4?@|PolYH*lN?0}cr5wfsIWnXqsfr@I%OiwoN0Vk~xt(s?=Ai6euQ?$VWhR0pC ze?{pFS1HqP%q%>CmZy5IdFfZe)r-l0E`C)6Po&13594oiJ@&mYQ-CxYn4GOo`A(hz zrd;?2)+e5U`3QYZgB$)>MFuB9a%b;LqP% z1M4XscM^kpbDpoS&$Zzy=A7J8+g5PN91Ru4b91<$<*77N+b_7~a<&ESVDmD_PneR`l+ zX7b2|S|{LY&2N**7yxp$O75-Rdkp$4e|X--Ka8r!Qz7jq=edP8c9je zOJgJ@f_Le&2~zUwMJHZLuztX>N)1^F@$WfgC8u1|k(ES>&mk*GHP}JHZS;BT9U-`_ zu5qK_E>!#%+=W+GP;g5S^`qc!6B9{L<2_P3jPI%!xu z++I7j2<}V%atLmR&m{ULjY_#lm>&{Nb$_!t zP=%6DV>GJ=Bp`Vut*;LLdwAim*&!-EC)q(p31!0}&Hl5$v+1y>u!i0@na`wE zA?2JF;mv5eAb#Bc+YVIp_vEoPB0b{Hls)Xn{E0MlwZxRSx{0*6)FSBK*mc6Etd40l zvmyd@Q$@RNe%Oe$Gx$NZa^)-MbC@^O{iH&+5K54C7w_5af&Ar+e+#?$`61i9^fFXL?|A~^B3kzSn>EJwvO)s_gf8MUsg}iprvq_Zj0p1)c{4P` z^MX&9D-qp|$Xu2@ora3HJJK;nTty}XdXD!>UTFE@^GZF}%eel5j@~)((`e*t?j9@? zgj^+cbT}1!(OJeDt&(X@h@JYhny;uMMk~`VUl*On%p&)Q5AS~q!usJC86@XDu^}_Z zF->*_>?nEZBYm9!y8q-^{hv=OB$BXtK&AhFyf>O&{C*B6_7PfG8ekVj+G2|qLjek? zX_3|9c!m->syy}W&Mqk=cZoOg=JIob%a3h(7KiFcbGO-EaUP8#NxCrKVH~(cSa1y* z?Q<<4+>zw=uWde7O``5%{`Hyokkl9Y;Nb4@4$`L%zB_Aw9+3X`nZ)zcw+*GC zah*}Wle@1X_u`NZ4Omvcp#f*Eg9hZhd=E4r{WfjTfP@#CpaJ=!Ur;n45&zU50uA_f zvn*&pqo~cGO87S~J5yANpBg8q5|-~4ph~u`n1Cu7|Fs8HNha@gP$hiKgX!6FJJ}Yc2#{1z#W~o8-P1;^*KO^ z^H4ZIiAnB&FAe3M`9JqJs6^=V29>CXZcs`2IaZ*OgAd&SN{Xw#0F=CV{0fR&@vIaS z_a=t(P~3O@H;Vh>geMgD<@yXL?vP?9DDKXNN$Bmyot4nrmqH&`5-H(sVbX?hpJ=Lr za1&QdAl$dxydc~r=W8I`z1>`0lyF<`?}co4$d^F2)9*XSOWq(Gg{D*W1NjcP@6rxV z_k^qXTEOl8in41s#rwCo(QfifS2wY2U&z0Ko!FRCZrw=6o@}>?>4s^MctQWW-}%Jz zxNVevw9U#DJ+N6S{^OvIZ`)O;gx)@hmlak|Ek01iTaTtqw26q}R^Li@A=yKSKS;m0 z)l3>WRc9-g&Pt-*Kmp!0Zc)^wd?ur5c#*_%H{ya=)*xZ&;hgb3vvGph$1T&np8W)g zzbi_0UM&QNO71TcOhU~heD3-iY4Jy-V{drwp37(_#j@^qkkxDY??dv_ZCBmrU4A&? z=*2>&$0v}dw8c|H>eJ+(dvB}1=V^lY_#GRrc$`Gv?3Y~V><^*i54K*3{-A`-3KF%k zk2W?sF}RZ@MF-Elcn*rY=htOW+@o3*ptuvRM1$hq(wqc}`{?=Gptx7q?@<&t5wT>a zfa9*De+`aX%xM@jU`f_GXu!b5kDvjQBz!;vZk@3K4cM*l88o12+7xKO=2~OWfHhOw z&r&oXpUV=Ml2*B|!xU2@;uZ_0by1A(}iuI&Kg<_#V z_5+|KMg0^&iHuJTKnc5?6F|x3w+a9y>E;puB_pq007^Pt!~sf<|40QW(Y0PUN~9Eb zrJElVH*MwX`;_9A;c|iE&RX~=Mk($FNwsB4apOe+OG?Q*2C^-ib_TL7*n67@;qEGufN&o_F15ZTmKRm= zGG49cV8Hp`pT4|YN`lmre|#65->5#}gY%n(;B+{@kz#Fw^P9VQhH!k-xPV=xYfVYP7JjG&4cIUl z2O6+QNeWa6Z{sCUCCueUph^rmbwQQb8B>EQiAa0|ro?$~ADEIGJSt#H{?2rODe;eJ zf;E|#cN*4Y1-E}dCXqZRU;Jr?Ia%=TEzHU2ntoW5e`Ge+WNA_rtjV;K3a}OM#l8837!>!`9i0&FYnQe`xTV8R zK)8>T6+yV`-W`K*b32wpwvz_;L$=Rag+aCrYQrGgREHm!BD&)Qs>6ig$XCK7D#P7R zX14K?uaRfcFrb?yKhCbWv|0a=64eYh4buza?^dc5eYAC$d>|j@7M?}3iF^)!;F8^g z_5XkFUa8$@BovCxcLXqZ)&-ydw$=q{d(r5U2C7b-3xcY&5whOU1Y}?Q#8ZK4*QYA9`{u3h{ z*t$@W`evMTU;dwAoTLhxEO^(m(~cJ>_Gx&orJCT|4ALLcKA2#Q{9$=sEqNT_%YA8X z#sIxc8)0;Du|sjC6Tx)45jcLiDJMP89{sZ5k?aa2{~Yz7vSfeWMLg1U@J&!2F$7b; zV0C?27=hM5WpBUclY!WNma#lJRe)k+_-NWc=c8H&ulL7LG!7f)GXL8jjqJ-=&swdN7Dt2ZG0W-juQx&sF_Zo!^>{UY92~ce?ytNI@)EBkJMi7O^i-#5 zlI#GXdGXgM-QGFEuj${F!hU}VooO{Ge1$87cO~2dXV*9VCOlESM{{l0M}qm(*m$EEo#rxagl+4@P6j?-&fPuPr%vqu|+Vt6|OESpr*F`Y2~$8;>6! zjW{$!T(Ly7T4h|jS8Y+Cg?(8Ol@BugC|B+=>5JSCy*^Rg=a1Csr8utl2B2QLnLBa; z0qA>LyWbz)Jt!|hSjAcNFuGOU7;{U71GNe$35QJcV^1gd?{NzwsG(j1c zs>=l4$~%SY$8IMjQJLcmE%Or}Qnj$?-q5wt{d27W_w%267HKM$B1W&_D)4 z8dPT`HPK<|8>(>%GT7MHes9P9qx{)0?e;ZRFV#GioH)_Ecow3a>$^n zTd^Yqo{in;(SMMclmi?_LTi2Z!w%m%Q*!cvurnR7V zFU(n7avBl$TFe6h-v)G{a1e^yW4R5AJ5HAyiu>Nv(@@+YXCleP9fIqmf4We5+cF}J z(%VE-T6!0XThL4lin}`O5`?>%^9F=lV%Hjk`>&<~ggYg-KrH60G$JI6L$(LzzCyNR zM2#wz*U%_Wq3V!n~J%Azmv7yy?8TBP~lIiY4}3OT1r#pM2$W7}!Rv!a+B) zECv|!v3DxB_;(@^Qz;g|^Le)uhaC+SEscr9!KDS*QnCbv$sM2AWtxPdmairwjxxN? zvv?!>RS8D!@qX_)@8behm)~K0 znJ51?p=sL>^$9c&P`5dq7HhcyI&jQdD@#cY)d#=R)n&HB2Od;4IehoSl1=p{yQ@R- z8l7>Y$z45MSag}YG5tIm2&yqj@F3rDOJk^GVjhL6ofG1TXAXrR+RzjyjYNL*&b>=C zOHvL8ZmqecsuY0@6dNMSY~u0n%h$GFz2=WcW?iTo3tUmTetT5RZl4u7;+`s=QK2o>fFY&kS;gwM%oUu9u*Ky))< zq3pI^=#8tvJH`@cbOrOXDW{)7KAk=zTg*+6O8?_e3i2xGwYidnj{0B185vskV7VGn zPLN|e{fAG4n>_SV%JjcUE!^~pvehf3v@hIiC9zENq~tXXr5j?uNcY~o`?1Grl;j-S zeD3x+@{7+lPD{8Ld4vobi;$t%2in2D1f=j+l=;{F8bl*|*uSB!9@i1p3l>A#@I?O! z+av3BSgBL0TGX@>w>`WYyhX4Y7tiZa=~T92Y1Lx@B`;a_0+htySz8K}Fm?I>lqd{- z2Pml=p8+Vb@nNDs2@xOAdJa@V@~j0adF)mK#m$ji1;xGka6c3`KV1eCcZt;s6t@%G zZz%2$!46Q|OE*UhDaC#9%}yxp-?#{}t#(HhvYmH76S5s^@(;2d|2cx3ZQ_00_}v`B z%`aO7;f^TZ2)E=~H-vl2ox$GNrv)9!u+zzZatm$OP}U69twv|s^^BPV%kk&3S#I%& z*Z8A@bP99VM;yCT$zxq;2=7@_JNo`<8e&;yC49?%iyD1npO1wUqx>(la#{=F=p?hj zXfJVV9s27$&A#P#JvO4ro86Y$j&tTWs}n!n#}%_DOdp@F!fWz>CNr|D@!Qv@sj6jK zaFJFKPk&YjqAvS;*^kE!l`xOTwQ`?CLz~8aIPML@*L=_H)NaYcx;xaiJi+C5aRK;<*)ndysI_T$G&-$)4Yjo_Di4@%{Gwio*OT?umb?lM$FHoNR zg3>B3sRfN#NA&B>eEd0rEBW0l$}}oBoKdtcpNpg!9jX{z&#vj}C+&!cnYj0Qf^@3) zIrlle&jh!V8Lb*>uLvq#+>^GC3@1n>CED$#KmL-!gVXy~o99VVSp@>OME?BuA#tpI zHXlbmcOMthW|)u6Lg6YRN8K-Vpi3P?!YAK6MI0}N=9~tGk>VTY{nt{5(YdHbVk)?#2%FbxCmz?cwb-y6n3sM`|X33(1Y%lj{LAHnD=OEja zMK+M_y)#1cQ*W!0^2gc_*`@I)Q#<^NBe9PBM=i{3sJHhS%JU43a$$dsqF*q-R{SuG z0w;PVEUpZrd(SSq`D+d%_nftGHJxE}OF2raW7Z8b-1gO@dbvv4>uxW-I&6qlyH_&} zS7b5mh>(TrGkcWfeszC+mOpx?epk%JE(rBc>vePL`XHY!zp9I`kD%QBkBW)({uwBt z@y+{Po0PD&v`(Gn^$@IjCR}9j@da#_W!5bCEdp1_(TQzxCg0F>W-mwU2|L{QYx4!` zR6DGg@`=HR)eFC_nWxn)sKNd%dCvAn)X>5|(S*Owkx1YY_1pJ3apZ$9!;sg@+2~!p zQA6DBT=EY{_Y&BWC<7tC6 zc~4sl)};NiI;_d^pA4`jwNlI|Ym$hqmNsw9$txo;Cl5BR0da@N>jQB|-VO)i{w?bb z#7&q?1mb>LGy=rUah&!yg}9k%YG^3LZB!5n#7!)Dqe+31=^aJ@B_hOefRgvqcL7S$ zALNmtgcypoyuu$)s6>nWM@FHN;DBnN658MDKqY@0)1kQM-_JmCi|5kCQ;Pd?_B$x< zg09n0-1V)hP~6M735uJ6p9_lHbIcEl+m|*RvaMS&txd`HOQNInDv=y+?n0g{O1QaN zxggwa#}gpjrlpk-?h_9UA>1;pLlEwP7+OnC{^N*7=+8~oHcrIu_^sRgqyo<4nD}r( zMhkz{-tL{sX@ig1quQJ7jw13f?ZGI}}365)l^EYbecXzs(s-NdRhQn>on z;>|=U1?00Yw7+0V39-FC{A7h)9iPgamynQh#YQ(HM*P-YvHmNQxY}wn+)S%=zuepk zopFf#aW2aTy=0)eiyVEB$=oXj`&l70lVd!pWOV{ZM;>c^!(obpYok>j=sMx#mjYWm z80@k3OWU7z8s?aZq(hWQ8dt}cUZ=b>|IUktQj?lmMby#wQDlaPG?GeVD<_ThL=91($F=f;Lyw8vAzXv>{XJy7?_xW!9V(TJ3?*8}Wz2!V%g33Cq z?^PdZr7+L*I9E79nY}H*;$9trkK~zj-l3k5{8K|( Hb%E~=+OyEitA+tO6kGp;j z;lwu|^Hu+F0?kP0;GrdJ!vEsdP=m5yQ^8H-|1~DzS(Y&t%4{jl-yMSEiq!&Wa)a^D zKpqPx@{5v!`$@Z6_1rM~!OWcu4^6Ri^;(?!5%Ps}>6u~X_kHnGMQeGADQRH*4W{I2 z#&$3zk&P-~O4MhLf+^vf3I$WLT(FLl+c5De$$?rzH9?F_z^&!EUjApq7 zYf{T=3D#uwoHwk=uA3iVO;XK-!J0hjv$9TElNXj>!kXN%Gc2A0+`@4QjuhZ_;eQCg ztz2IUz&&Gdl?>d(c+9oM1c;kmItGYaL%|h@J26oKh&y77+;a+)^jMDql;m{^0hE~4 zcmR~}IB!6S{&{79lHBX#03~I;;{YZ11T6qc!X7;;rt~)PelGO(t0t{FOCq_rLuMnP zxKF&bhT=ZP%m&3xG7y8}PI|Q#LMiU+zuKX=6E3;!reu5Pz<0>D>WT$q+qPH|vP~uN z6S7Sg=?~f7A4Gs`KQz*XY_}?1f^5%;Mzs^;PDG-XbHuV&t%uQt?Gbg(5+3-^abb3i zvq6~VX*t@Jb{V&ttO?N=T)@A${M#;epG0}dHjLTR;izs{h?QNF%Y!0%p43eT| z%0cM84993}7Lw7smLj}<6Dde-Xuud#H_(8oPFFz#vPk)W2DIFC4K(0rYYS+=F^hu~ z4M@bXc?O^X1)h|H2D~Vd3aUi8z#de|xo1y6l~`O!09E31q!(0)1g$Tql5MW^0TfkI zW^xQnNtdBKm=c{1D_E0fr`lmnewoaKHThUc3)W=zc7O7kBu1fC4=tFJR5I6LPSPoN z!)=HGBDhxU)W*0CAhzM*wlFn*U>?0QXg| zYXIE5wi{5wbiM(g*G+|XP-(!ac7E#L2*0Z*$>5iUBL>9JA_6VdOM)e5_sey~SyxcWGPmd51w-5tJG|F9#|@kF&{`ZjaSqEe?AKm*_QK9D z2>R0Z?C@akd*ya>LoAcDIpr*)G@dQBymtP}W;7aF7w@UYf)#Aq{XISm6MQAo=3FEH z5%hGqR9!yK5sXWO{c^Nd3D3@O+kR^7n<0!+ec8X?;UmFv(#mH|ri0+HIv45ZdHuf+ z$)Iz0l}&g8-Xl51Ytv|qI*$BP^&a;?qtSbEU98>EE=vQWv?xC`5&GZ`U7QOt$=}Bu zK6x5VJO0@#Rjz>!Uoh$k>mDLSsn~+z);*~YiaY5h9Vl)EwG~j@kG)@m;=bN&35vVj z`#eQ)lYg8d&JT`zw~#zI?oTos8ZdFz6*Qni20v&((UwP`0o{eIKm+EKx@>4b2^r9U z1`R(z1KQuR0u7ja`w^HD#=LbfB`-`lz?5*i>VqlS#}-aDB}6ae+oJ=jx3gZTGo3bSXakHvF0^+{%J{gGnWxN>> z_Zj;rfRb~|mH;KiiLC%7dSc!HCHYPF(EkCJ0G)?aRu2M402$6P|4AAT$uUpNn(< ztRhrezw6e#mPz=eoNFX*8%;1v^KI)(`oDYT%SLnx)Kb_`RNVzhy|H1ERTpvS0Nn!V z$g=ogQ}aL4>$m%A>&vOJ+wPQBmW%&L>uyd~yAvi!kK3ZJO5#D1M)Gl$!onC*FvrIE zjd%JGoZsAR`UB@T$gwN_az3>J1!-1iR%g5q9`QUwiY>bV6p zVAfVE(15&ZOrQa~vnd*oxI&VPS^y20)Gh}a(3SKOG~gGDE1&^y_KSilVcSlZLs2CQ zTsJ|L$nCrfs$}fvYzsw|DA;`jQ$kvh1yfQ}dl^hgyhbjVk}nH!uqFe0^k7Y{Opw~lu+f>rMI|^z72~_k+SKs~6CQ! zQP~|~=!*P{W^cK0blrID^0s?dQ6@p4@`g(q(&z~{PPmYXw#mm2Bl^oj^mJawn3_vd{tNJNT-_qz7PTOL|$67uRt1NGrqdxojNKo7ZSf zRY1gLTzz{}^z*U&WvVNY5gAx}m(zo1&NevPLV;m=&q~5laA)34oyE~>bcFW2>ZYOU{ zzUhdy4}Sf2 z{l|DkDEZZ^reobw*Koqt{)bb&H}J7`iRm%&9SG5(g2YG5rrG2-s4UmsOwPjIw2Lfp zifKq7YcAniwi#XvWwjXm?u&gp=$Mz-$>%`&*VDJ~5HS;P>0dd?AS}^kwWB1;2T#?; z{yV(jgv$fd9Mu;saLDByk;64y*gV%mA-TPW5Nb%Pur+C(Kuxf`*13 zZ5HMJ$Fs1R2JyrOOL*w65uC3zJe>&qOWuE|UY-p@bvDleAC{0mJb^-t!OW55zquzb z-%&@Q{ln)V+pltjAlqV((;(Z7mOnPKt$-lgZSOxowz-uQDcL6f4`0rXr-XY{M!SX* z?mdTSn=!i~eqKWH&+7u|rp9 z_J5W&Avz)dt71|L?N%tidSv!`=PBgHcw~LD#}1`Me27U?bwh~^(w(y7CTNrM=E2y) zNG!i_CTQ9+7=`q&eb>F{hNf&7uPxNOp{0aB3$Cd)c#==zQAu_P_QoukVZ&j#ZzO2$ zF(DYA*}uKQKhqG=+%9ey%8tj>0q1C*6NhY3;%Rf`19J8#XC<*>+1v-2b928teZU9x z-o^VrkuQD!Db%7sJ?@KQ?!P^pvBe+VaW1vuaNxkFO`hK~_G8Cp&OOHT;fIhlpS|6P zi6~l5IT|n7aR6;OdTUTS@c^z#4yaZvI);PmzAj8gD&Z-`aoZJrDZGy<^a64Hkveh} zV+`%4Wk)|#_7|QTJBTbM_AQ%x?nWA-dj?E&rLmy(Q!YIVEo|Eq|F?U|5Pv$Bsr;bb z0DD_Jso`{2#p^fO9TPjOut?R&xv&6fZ09i$FofzHb~8lCv4iI?M}&Hnt=!D4qUMn7IV zin6Y9mPpRYBejLOgFSAlexVJ5(LUFIXih*!P2OorRH~9HL zxE(!CL%1L5vXjH@gs4(kA=~s`9gyt-D`CjCMD7S=`-&!4%#AxP*q1#Z=;+Hcn7LnA zc!c>5YK|h=`W`F5#>4$v%E-3^V~sUhnV9D_ct=gu3$7=3utO46&4KzNT>4F|pnN$U z3$}LfUp`8HZ^xxsiPW=K(5hqCroH~;2kGyw_nw!$j>>%%6Q0i->f{tUh z)KxaVqaKKvZPNnrvq~63F6CO6zX~D`qITdXMh~=dg!l8sQBR!FyxQ)%{R);!dOJ3~ zD-Mr0jaTxtM&UnV*2NWE0XR#jfX_6Q2A}S4OaA4bjJfHrTCmw0pzLo)<)43W!g4%I zo@IKzC~Uv?itc(iI-u!NK1TlPRMm9n;TMcX1FZ?f^P#)1pbXO<^51S83V-6@^ZfoL z94%C#!gKsM%Eq)TcLFT1wXSB{zT3V?M0)O4$F_^8RB{(nNLnD877*3j@9u-nZ?`WE zKjw-ace_?|JhDeSS${F#$=`$|j=V}4=4m5U5-&=$?fgo3z>(`&Ha<&|_frzzQo0Fm zv*p&oe@ImL$t#fnLih@)f9L^6PUSplt+~3x>dMT2ACkepPc*_7E6~Zs%$}E*uA_Z_ zXP!&=G$6S+Bi^jKIy_%iB)Kc%F@D==`t}!actG)VtwH{ zEX>UdP%_jV2T}#ESocdN<1=E zp}48p*`c_z*+QYXb53raq!f2e)uU8OasT4;S)>&Axljct?rUMYpt#5Q&Ovdr3$#JD zEuT(9wq=7}L$*)2v-VN4y(2`OoNXfcw{<2O5bguVG9cVm{ZtTc{<@nGZp-*^qdn<2 zQHkNK&n$fq%3TRlzbu8((_QCg<+WQ;g#4{mx#&7%NE)zjiF$fwL zOuoVI-7~wqE_C55J9n;SxT}^`zfh-C9@4@?Q=b3_NoyRr9RLowASOh+xJ~VJTiFVTIIW-*LtY4Tj%%d zb@Ej&Hxmyn*@U8;M=Q!!XHTNxvRf>H6Y+Rraw=I`n$tPs)6UJ4ZG}R*Cy#=L1bd^W}&Tyr-;YXj{JrJ}{LWU*p~ z#%p@F5O_k+PIXU+7UcV?)}RdCz7^^azF8%4gW|Q zGI(pCpKc((?fim;C*=47GVn<5j>w|5|s z$80WfdQVY}>(T&o)G+E^t~zK~JdA4V^;(w-hS82Q%x7XlhshU1Eu9L{9!5s@6M?uj zR389wOTDd~t0cFELGu>??&JO@0NkQ)W&yb0UsR_6Hxcckw+7jPZD(R#x z11eES^rm@EhLRzg4JgTEO#&#H&E^Ft(N*mLD9Ilq0hG`yz5^)n{IgNqvZmTl-1&#& z-?Ec?`^*yzz5TM~F1fdf574i{StxGNmW|>T>fb2t6D(O!+`r>?LAZNlB_Z5jY6BmB zAZMGGWh2{n-kU?Vd-rW*`)BS(w%-_TWP6bNBV>DG?LBqiObudM=R7Tx8;>3YAGr`j z)ayV>`}eImr9VZCMWr3yox@1w(!R_u--l7#!vUqGZ^P)O)w%=Avtgtk*xGtCa~K(0 z{p}1evd002s~_@$IZ?F~b?A`_9=x^X@3vNT6}+;$At71K5G!%`Z66R2K_41Ey!&o= z1~Eq-=F!Y_MQ>4RluGeP1dSk4R_E0=57&BZN zcXa59!z^qAhqoNKf`6dAldMl7a8B*m;5cgtzRwn7?;-DtAANuQ$iDg>e!I6=f7Jgl zvJAc_=uN&crBu#LiG7j0?u6eba?hlrqjt567S}V7mZ^z@b6OT!-_lG}PA|?zdI5%_ z7qYUE)p)CEzidfefih6LQ)tt5LM5j z!kphy#+k^kwVz|>u4~oVycOrVA72g5-i%{BRzEEnt&n1mi5P7=_kTZ5>3PfY&*YLF zeo}KvBY0jIMeTQ_H>!}q&+llR{cEL#Y0bGvb1TM}`gnv7(;GSRySW&Ajf&5rV>b?9 z`vczS(Z0trG$d~nM*0kEl6AZb)}+y1XIPV0;|{@^eE1|C)}&w9H&~Oz-R~)Dl89&1 zHgQwtWWx(in3I)lIY8V-ZxpL2#7!;7agsvZpH=;VxcjH5fVerlHxE&WI|-Knao3#K zx=11J?N=s&xMvgR0ZM|!p8=E%2;>2j)av8{lt|OAlc9v@i$5jD0hLtxe+4SJu*wKj zvJkz4okAr7%p1jh7obh9KNBv?37hEt3fl?w%hz zH~-_8M4QyIEG7zB(XBfbbG7b5sOO$fB&OX${&ixo=Eu>F7eD;lA*Q(Yu5J`&aaGbYCxyI7jvEd6x`m#Pwox)rN7*!r}1 zSZAU+RtyRac9hUUG)i)Q=WVA*LCmW~yxrV5Ro8edTtN^gP0=Z?rpn{Z)S=Bs)nswK zsL$AZpd@B!=VXt{6~xo#_rGP=ao~VQUz(THdP%7*2~@%TZX~ye12*NV`GkLJ(GJ<0 zs|ftjdsj=pJ|wtSadW(RO8t`PF8|d&f%u8}89I*NZc9 zGm+5K-R)iZoH%Y@$m`9yK3G35obOv#F#cquf~m#ha5LQ&Ti@gu+%mA;w522r3m>TN zs^kvD1uhz|`_sJeo)>!a6jKtteFjWPzmOo9lJEFCm=XuwvtUa2y>r2oguM2rm=Yo~ zq+lYc2 z?e+#Y$aYR;g#(erFB(;w?6*7pPY&gi?C!X0$YA!{w>5m|&R|Zv+w(@RLa~}v4WGhN zIDVDB$}3=?u+?JB(Ni`~NP}jqZ zW2@bMs14Js7X@BHp&u^`$2iBL3966@)$1|n&8>W5^r6>bh$|q_Ju%b|-84!szf20p z_ZUu2J*+4HhtJvP+|aT|TRnC*a(mk$k5d7zbuY+w2Ih+Lgf-eCk2%{t%UZ_hNJrX` zW~(Y%Fc5d_n~+6gGFE#l`*|6S~U=i!IJjH}8gS~=5@^8PpA10*o|kl2Dg!DHER7oQt0947~)NW8En?FAQRT6lt4@?Pj`g<@Xcc|~f zniM{ZcI*n>14(ZqbVbAnv51H$dDxUw2efh&!}-FoHtdh0RF-+~h|%0Jw|Ah5<^7 zc1-F~pv3;dT|sXmnMxErP63rPZ5jb8$)w+)5_Z>lbiaMOK3DbQ=DlG9ay|kd2d#l~=Xz{*+t^-3HEmF(BEHJ*63JvUYd_U$qN3c-j|LCIp{l9M#{&dMhZ|t*i z++un~Uz`o1ix}nJMjwK<*=%!sp&X2A&VAe*JsgPw=zDuI^e-Wm8tS46^1YlMy-8ay z#Cf7H!Npw%xy~Y{*m+Rg(Qc!lxJO>>2E{F8P7jKk^>sQZ?orZ);#OR?q$qA8KB5)_ zj=R}C0UUQUg9B*5ro}MOfO3%rpaDO7aDfKg-nj%CaPe$9Xg~wHt)KyEel>#z;+Y_xk3U|$@o&zZ9{K5oK^5S;|K#3vGwQ?e*xF7Ky zh2s8ZXA8xBzF;>LHf3=_Fb6X}%uX>r3L}UN( z<=b`Ah{28fD?W_)ThX|d*x(kj_4l{FpSB4lHfb^e4R|f+2x!0+y++W0s(E)n1BR`#fGVMV7Y?eVDO4L& z33usXCyFY`xk$Amm#j*7e0cmQret*M5SS7b-TPol7WCJmD5fO8;uWmPTIC8@ldLl` zU;YuvbF%EBAkQJER4@veC19`NJl|_ zPy7y8XP_YB>|6C)6{xr*V0ZEhC+u|oSK2E_A|Ct5(ZP^)0W&_e-u1xf3Qk@2Kw2t^ z_y|{E-97S8ByfC4cAf8-F?=T;BcL7H7R3ZTqQhhCep4t!RuOq-w*w zet*9%x^Z~-y73KLbo#^N9UY>l(UTLiKg1$WqT6?-4sM%KL6-MrWXH_-$oG@3mKknN z!yR&MpY=)=P}1npKV7^=cvvLa?_nw#k1J+}r+SFjkipSs4?}j5PeDFy<1#%Mh?J?A z=5;uo5yzY1z*S2>l$y3ABzB<^A1qByw$nI;7au=yiCj!Y4ad{o+$A5A=ZuF=G3+lv z^2c-ZAExJ_yO$$poVWr}#F&YrGkY4oFc{t3DN%scvQy(F6>Bi5tZ;G9Q4_@f=#vZ= z@mMVR0j!#<4EgcMRpso6jl)gkm*9V3WPdv1GDxyH-H?X(@ILPy0yhx@oS0$Y2R?LA@|ENB`Gz_s$@secIMfFU}XW=cGE3-WMX)XYZd; zZQqH$1uTT$opr>Df_dyu@_q1(XhGlg<{0csLy;u-$V4HEksv1gWnCDvB%-~)@$>aOSna;&vV7*67~z%)e>E}f@f{a9gKpb z@H^QLO4{A$JM3Xg1(6N&g>Rrk8pICCwQW|D-1ogEHO073PVp` zu_&z0harR0-27QM9MSz1f^4_g_dvD>H?1yHvc13f&l)A$dZz!@DA^AD^#HPcczuzQ zZ6e~nuvd^0?!pHwa+GkJ80I(e>?VJ6Z)(~kGIj-}{_%UPlw^$?n2s6i&78rSCey$Jek;Df7+D--8m9Y>9s`;}+Tc;Uj_ zA02O$ZLsz!y368q4v6rts=){o{m|k06uYQf-sr?P%~1~Qf`Yf0S?%L@K+pS=>yoqW z(eSlym3WU6XsUSAT)~w{JQMShpD6E!#2+#AhN+!I>ThXx4L$Njin1yKV$QxuRKh9z zLG>BbD7QG6dc+F*=I`l}8}P$vFN?hVzZ#&9IJN6vTjH^3?fD-;#J9HS`@Qy}x7KG- zB&}Rr%d#&rtdM?DW$%kZDrCK5C&<@oit=5(-|d5@f_=KwBz)1egAsYefqj_cyFw_= zWW~}i&RtW^drQdYT$D&7{}ypi?Io{+3eqTr_MP;v5=mrv>7~)O=6%Sa{l$F&bymFl zi*xjoLUDXrIR6FlFNZu5-9oqNnt>!fy8i8II1M*iD*od2uT21jb4*x`wM!ri_QOB) zI+qClL)CeQQ~kz$+$JeA(U6uzMzS)_hcZfutn8f;Wfr22EhICW>_oOuI5(1(jBG6> zMHI;hspp*gJiq6KudC~I-skmx-{14S6P~%JF0@D?Ba+kmcl(c{p1$BpkLVMq zqtmRpaaI?tN&d5t7?lLR8$)iF)c2zG&6{k_bTa@^&DlfNLlJBb@XV+ts)1D`-?evT znlO1njA-`M`2?)lCRw5bCm>v9Q@!R<^373~`?jXH8=&~MJmUk;RUr1@sQeo_^2-x+ z6Il#=bl}zZsIQwOv>>sNO|F|q9b%Xt)*p;e0m8(OXW#9Qg3gR>&Yo*83Hx^qbF2u3 z6T~?FjFM6V35F#Rk0bWvl77&1@7q^GBE9-6ps)bZZ6xi(W>TYak4Xc=Sr@LTwUK7@ z)12*0TmGx>ky~iw$2O(_JHvh$_)LT+B{W?hI2zGMkEY-c{C8m|4U%Hau7itXCr4VQ z>wsz2dtbnOJur{gwh5nl2<6&UgfothVD!O19NeRWojABjSCw#ZD+#9I;O=l;CkJ;T zq%8N~+|J=-pyW0Ygc;v1QiA)GbR7=vk%dAG_xGbh816Id;~4JQoMHphuMm}>~4t|nFpdsgdP2hbM_|$uu1_|WA1wn(C6^dafsJxr=_lZ1YS=^F4 z;+}(8)GyAQOGts0FYy8v((dpDk5iAN9rMb#dg<*rF!_l zMO^c4X@ExE*fQ0bhhQ3N*d+Dm5riE%Ft2pt6mop{A@%ePe#HJa`p$`$y1=z9N$;wf zIi&aY>qPfkLQtvwwd%Vn=y9TRRqU4Y$nHemWq(ZZ81N7wkFZ?X;tj`9aX5lxAM^ZwN zcI>2vQc56-de%f^elHv?$L(WU{k9v%Ry(g1&)A|7t8MBEe74~3f8@8XS^&f=bxB>U z41|m9>q_~1gTeiHAF-=2DFn)IYqz#v4TGSl&t5?$(TJTXlS{(<7@S-_x5&A49(9P! zZnmT&Lag-L28EDFSnFwT?+*-x0sE6rUdaZ6J-c9~);T}$VG^*Dj`AX3l;@gY$WIS9 zYI)Kb=MvaAL$Q>2S9M}3+2%@> zk{jEpQgT%-8%xPRP!dH-h#tuewgNC|GYvs-X*%YKx_Y)|FsW4763QAAY!j=% zwcH28&Cw@>;hyE`z;K@vrNZ5_S6yG^Z2@{0%{(5FmW1r%N}SQ{JUHi`w%42g9*C+B zdm2PNg(tVl*gbZ)gK=SA;cLM-2p(VBx8-&R@(m+w+$z$K+@d=EDcvmvH{&J!yUoF1 zE~V2aM3i|10ls_{-ZSM$&+yOh?hCExihs$SFyY6@|CvpsQZS!mMh-K&csiBZ&Nl~(LN3GRG`9hj?nv@m&POj-(+82? z$)@qzRznB9TYjiX+8&O!Z@jnMtQ3cox^4Z4nY`q;-mrwPoc^PWR9$y}7Tk9VeSCg; zi=C(ktofb(>oyq*&2Ccp#9>eHY&W$o-{yyYxkq^jGR32=t|YJRaktU1#rI!RI$22k zqA25t<}oCtDM$Qc76^wG6$WK{uftC1XJ!w%Zo$xLgYRxt;n2Q5?^JyDGUQm;5bw%( zt0P_KlkFTq9_ZVPz-wZGIcR~`&M3K34+cI)7fBoofzM8xjwN=PkT2A`$gv^72VBKp z*Qe|afUcLfKJH34`vx6+$&%c&q;bvI3!orm(17bDLNXt%cO!{;Eq2 z?u%{I;C}O!8rzv6`co0@eyzMyz87rqPH{2eA z;`1Rjto1|i_Ozd+ediEJnQYLz`)UXrH!r=~d%^^9RK~VlOMOo$E>?aX`{pQIOsQ5V z(UXG2d%9~M6@Qb6C$n{vP2^F0>>ra;CHv8f;Wh40$!ah?p73@1Q!}WsZlEPT>_~)9 z%3*9iHiyCQ+OsQq-%p{5I%Zk>M-FJD)%EDJkRUWDzg*o`8io$qz33d=5`l(qDJ8xm zg`wl?;@wJt!RTP-MEP&pLiDj{U3XJ70ewh(8aQl1KIGsg_!#wFh90{RWn%CxXkSxW z5crq?5mOsVxR-B(LH27R*Jwy8uzwgE5pzg~h{)mgz}#Z;B@E6fZno#(oBdT8_N*`n zA*gCEj)j3xi}0?GtMTBM{KQ|2JqDcIWJ}&KN5J9DE1~UOL6F>XiLIybD#-SRiLI{g zhWsccqq4+&!tIel!|!ABq#qHRS$+1blaf9XOOmtLQC+S;#`_uqJ97FW_($Uf8@gD{ zXJ!jnQRBYTDd-AYxZ{Kw>nPS|o!`hM* z8Ysq{*H(;;d-UvfEG28YZ?Tl@=DLlg*ZJ#RVMPHVo9@t`t9ugS*!2GY;+#yL@nP zFE3GpTVuEx2RDyp2M%u9+HxG+!rNCc+pCrBjTE-k=T1G3C6eL(Slfx=7HIJNO@Vv< z(+v!_+c9=i3fvcdeZz1U3f;hP(-0Dfl~${yo)wV|xvwTkUu6a}H$B@2kynzElj20- zn_on4LV^SculOFgHo}XZZ||CZMx%%bEgbD1i;f{BLmCpNCjs@}ZMja2qSZtmR>5++ z)psGomA|iFZruW!%61Ja$CY5UT&`zFj6U!sZ)!#Mx^ONdB!v%p26Y)`pVcBco!s$^dFcfPhDl1AL z={q}}1@%uOfpjgR{#?2dYIb_=RXu7-evbRX`ZrE3pxwPz=tf#2o$5>!*!pf8Dw@t) zVDA(}LLa~OO7u%1?fT)*Jzu2}t>x7CP_zu=hAqce@8kZZYO?*AZ(1jRhxb{)c$NPx9?RA9<fb`MA+Fd`E-P>@xS73<{c%j?T`ri_cWQqj8!3liT&QEG97eNoTbc*$qCiRy>08J z3q~sbGbRTfh9MJ2CgE;kIQoMO9}sVn-!uP9s5Wdl5Jj)cuThqgTroGiltk(T;H8A; zdjVcb%vs4V_a-kTo42Xqr9>h^l(Li%;X%eUo=WO$P4QInvpn=ArA;<9Z^v!&uJ7Rl zN}F6-kaMTB$#XL?=9D%$pf2!((k2~T0&ts*-yenBWJp^TZj;{`9m(fcULYdZh=rSO zCl40xqrt3LxbG`vl7*XSiH^9V{h6+2&YE-rY;YQiA03u#_x?H_%dYn~>y%bGvSsoZCcl zaQjv;;Na#oxqyRP&~*_9_d_jea9i0DaB$ybm%_pQs{G}33fl@(S1{Y(U#Rp^*#5cK z6|;TSL>jX_lE#SHPX6GC+3wOW!ffATQO0b~JTjdie(Ssp)+g8nJ!&Li&$P`soz9b> z(h)y`cE~}h>C-#y%m(O-rdcVi>P2*b@y8Fv{XWQ5Fv(Sf*B`a9m@8}j^+9~XAC-Jh z-ariBs1M$*q&KADjH1 zq#n}sFz1iE9Y2x!3*x@--nc|M*(6XcvA>>oW(x}|dCjCbe^$!74_XSq$E z|LY_ZDQi7fuNENZ$Q$Rft2NP`;%AN$x9nhi_WEf3y~~gszZ$t%6a(+{-hB>LN&w;V z-K2t}w?Rx`WhlBO1!|I}-_I7L!Hr+k8E|7~Ii3M8T%`%7%z%e=3h)fbJ)Mtdz_551 zJOf@M4N+!5B66nF#515&#RfbBHq;v7spRm+k9aEi{H_O2CFvWa@Kh4`%mq&+H^n&d zRFcfQ1y3b6lEv^+;^3Wzmy*ilM%*S@yrvl`ZE{kJ+9qEhX51zp%k3w(Nn!vjGE?iM z!yQ^>N}crY7{+b#myjNAldl`buyK2zI*5&1R8R~XceCq3Y~0^>)M4YE_gBNl{bzm( z8@I1ddJ#pqiN)MlxG!jb!BVo7S@JAJN@z1)1`ZR+R>Ewcimha5HVj*d>RV-OC4EM$ z*h+??USlcIvZhK2alse|cfl8N9Nddsia59>>V`g3f;;$R4i0YJ_w_iq6J$2v;I0@@ z!ntiM(}Z)o?%@X|A_eZ}4@NNDldjbm?jO8n7;d|XJ`DF@78ULd`*JYcO`jbx+nFCX zV79xya4xLtr$X)G#l0e}xO7pksxIC2#ReBqz-kp#@VD6^-O5Po9U3(!!6Mq@q zz9x24&o~V2D{{CeksN}KT2wqr?FmE;v1h7QHujN<+cXU}o6bu9W<$lmTP~ zm3|+(MFao)EbvU4U_>2rF`77^Jrv6A0HITJC?GBrKJTwh^Jxx+EZfi5h5p3>$4>1m z6W3@Uq9=8?>cT)V=-SlTjzHK`@j)Vp-47Dtw&007YRMN*+#5CS;)#1fs2@+#x15#-MDwEvEmtUM|>}y0g>??JOet|4B{D3=+G@Z0|tvn z;u$dL-X=T)&Z{)y8PJFS7oGthxsKzdgl20pUP>GtOz~3k*KP(cC2T#T*eI5gwy|+6C6An>u#{x+ zNMb1&`O`f^#KHY}ZIBY&K6TXK-c@@B2e+;EG!Aab8`R*gNTCMzFQZ>LxNnQI;@~bQ zv&L)-znz_=u-*Q}9kYGub|+@L-bWm>-R}!;ol2_)WXNNY2iN!45D3h$H?a;R;A6qCK}cW zCZ7fN1hi={5gzHjb?Ur2OF*hQ+cy6COwf(Eqm*Yb`k!uvH8JEf#_Wb4t-JTV=guUY z=CkM%p!-Go694O^ZQ37F8mDQbdhuq&q-p%&- zvjlqd!Osbw-|z=}?WkUv{O~^R8ozG@Kmy0ca%VxN?eyV;i)7&^A280q?EhxQWDlKf|rsVDrtBr z@e&WmZLxLn@R{o9Ng81slokZMh?SW?fnA7?O^Z$!_DN| ziQyhU-Gt$GZKSgOnC2a3Ta_ahvn^hdgW0B$m1@d)6h{bLS=IL4But>Ow@@_=b08nD zKaA1|btloV8!ki$2U5=6#}jw8`jcq9J+d0oE|dS{?&O%eM1C=Sn)QP?`~QFLKDnjR zvD=~siF}W1kAGte%AXkTK5UBwnby*w43}GQS9B%Fjr`buO29`4W}$Ro*<0(&)0qOD z(7gLt)YnJ7mY_IjBvDK+jXYaMd)CU*pR6;98GQ z5~^Q&Waq*bkL0)P6rD|uB_f4`mWfrH<5A_vGgDd4B&6NXK6_W)9KB0*ByhOtp~o&| zvZqGHfX#dDU;Zz7@C?%+JwL7oF2zCYmx9lMcnm?{{(Tcz8sD`;r0yJSY5BbSm6smy zRz=!ancPMnES{XodA0}qnvUxiGx;HsedVCIXejv?ZLFeqy@<(hZ=3cXtB1G2czvw- z-r)q;!qfZ6ko+b>>A!bGTeb#+-^wf7oUO$u&tI;VlS>#aT8joX)A_?f-zyW{MGbVg ze7nstyEw=Y*W^gD$%d6>&TWw$Igoz4p_O(l1w3^)Vz}R3fo+Da%wM`{&==K5THGh} zVNdE<-yWhu6tHELF3TT@1*xQWJMW_`FisiK6wl6pt!$|Z9~{y^^Hb){x39?uT6=%r zx@M6A{v1b!gvd8SXEojA=+k0Bgikrbv|l9A=Q%U+sps4X6y0_=B@{GpMv88 z`YZwaHNe#^VNmrj18QIRJbGFFEP7O6Bu+F@yoLrP9`$;a=%T6D+sg-<$xp9yjnTi5MX-2fyMxK;|u@6(U8raB?6-lc)kui+>nNw~}UP6QfNyKo7fCnBv+vZcCC zafs)Pa%L`bG|FY{&Jo}XM^EdDEi!w9P|Ybvf7s25xMf*`%J#n_l??A$^{Kl@`t$Ai zc!}l&fjO&nnCmw!Fo+3U8xG-T0^T!!{0D}Zf&LNCk1dVN5GU2eY_*r^Kk2HEQK^XO zvx0JVrv?x0bR@T9{Bqi%i}2p%Q}&iEo&YZ^pXdk&!|y{z?|ys>0w*{w^*1;O8fO~j znhplR@YtX9OwJ(auG);*-ulQ6vt92wh}rhMMN3maX1l^o3A6qAksD?^<*FEkZ6ahV zZpCm%Mq4f>)H*#!H?O6e@B^M7Q*e^Bw z?5#Vh7E+6qQ*uXtG`5RAt0mutX=RYHXTS|5di`5j%+r9NeP=a)C%Yn_Pw&-A9@(LF zxf8W<8RifOe;Umvi0-iD8?Q1T>j|&kh+d}|@Bmh>KF9FQ?(h;#<)6In0ttfCobyjD z;2KNOa8@Z1&CM=t|8~L#{2EEgpG}NV>A9|s*d-0L?^EoTmpZ24b$Er-oYfi1f~p^U zY;uI7NxZbo6?*VDQuBLVw=T>&cnE(FiAFRcm0x3tk1QZnkWC>!(iTM2kMrI8>I``(iq{I7{mj;I#rWI zGhsH!yCgE@*P)7@JYDAET-gm(*Q}Fw+#o*!vAVu<=Ivn!XnCA`eo6uovIOa_8199F zjH&Z+5$mLuO)B?O-6WCa5An%in*FH1N-c*g?kq5H|9!Hlntxr zD572v=vu00Lo!bi#YHP5f%LYLnDNpcV2itD;8O+i&m@lwxzK2lx31{VY1f;~kXl;g zr;&eZ&?H%U!gWFe2qHU-(hChh`1BD;q4Rn$^d(`nl!<&XJ#v&T5GFYi!4g8Fb=_94uzr$XzTw@G2W^C4&z&=B*B%lW7Z@4CPu36^)CIU>h~e=h*`(&! z8pm1^eD_wk($-AcpwHFYH1&Vy?%#_)JpZAVf4_O~W#k!e6he3U z9+>m+5`NaiB3GvPn&acdY;@*!*;{?OJVeS+JgIM6g#N77>!8{aB)Eb60zri`BqP7z zmqmVq3PH;txP1Rbcs#m6#e$^--QBOO$k3Vy!)@{nmOK?eqqaIPFINSLlNAp)JS~M@ z-5!6}o(y2LUvjajGC@t(EBxrHQpk6@3_5(NP~Qlb9m0Z9b5+wqEEy0 zpNr4RARBIrvP)A0n48%*`p?W7p4=n9CwSca~|yX>M5{&pK&=?)%3x9pGnBxapM zb|Q}(iNb1Yq>twe+-6C_sMo{UDEOWNWC-=KQd+k9enQKwuy9mc8@Wr%s8is z+%-We-(S;zDe**IUj37gZ}_7sbE`6E7E{#J^|WhFdp}BU9gsISH$eX?+~iu>E}^%n z@s2wMZII9YYQrK)8%R)aYoF`(2C?P8#J8(s0g!O-`)ZkR5IkHsZ^+J-h=w1TwGpmr zz!T=_F-sk9boK0wkmc1-(4I(|yBMATsxn?j=B8u89D8GMW)1EH`tzNOL8R2G9u9kp<%L4s8 zsiw|BX|{ZgBw8@yrMiy>_1Wn!{O)pa@I5$E9r)40Fb??ZKk|RcLke=x{YrsM)qFrxO;rZK!f;<0W*$pncXONnTJ> zaBw?_Rpa2+UATdRdyT0O2eWC++)l=e7kIQnQGe;1gej{~Mn>Cvf4|nc z0Ey*NU5NQQh}vgCOHLq|h@9k-oA-p5tel?OLY62$hL4w6*LNIsMZ5|Q9#=;Uk6OlN zUfQE8o~~!&lFSi@xnw;!d&1h`fpp2x5V+ZUMdhe}2xJ~&cqjVL9gxla>`X~dR5oe< zVQiN>vfiapURt7x=#o#Ky&WNp!uRo{++?HU_zI1Zwo1>?p4j1sZWFndx1aK;y6AMHtNk9%xwrJ>9O2<_6DX%;WO>b+aQ6i&hqS^4oLo9a&?k%2a+}F!K_3a@GcYN}FEZjErZ?SL-#SCHL ze);k?MYxF&p_ze=+ws9NHg3LSC$N<;cT%lH)vD%eELlnv)~QmW_xc!?5?*m%EG3d( zRj`z-+Kgi86wl|>1UtvsAF;A%{Nwj1O-H6{6;GXuNAij76%Vc02G7DMb;bBANU zO7{>6YT&lAJ+0@MJ@C}!Zw_eHgEz~j8ZIFQsFB%r{?-*w3f-F!?W_BZQu@lHCzuiQa z7zDHzbv?s*qTzx1VItA@dOVZ`ObfqkOM=HimQhPt)#z{IH{Z7rR?uNMv^TQ)7Vzpz z+a2MFgEZ3DGdW%vU`&_W7Pcb=Hq=3Wl}I975AIf-RF5TJp~9&Z${GoR++pj%{}|!? z(dzof=r@FG-Sk3tIKLAj87>Y*j5d>gENGeiyzrMKRw=MKUg9b_{94+K+hlsdH{2$N5~^^U94HjS zZE`)f61T}{t`E3PS{?GFv`Hek*<}n+>f{IeFSt(r+@Oe!yR_=JImNj5%FJQoc6&96 zjk|Bl*c!#SE9~;HaW^`SV&nF`McYd;?y8$U*tpq6sZ!D$P=ckTT!sTn$@tL%EF~?T z5@abMS_5qY6Sk7-r3!2%-@T);mAvmz##Zw4?>Y|dp!-*Fa2J*Q#KAqf`w$N9w7}mu zxC{BUad2NND8#|7!+jhFcPq^e9NdB{XE57JD_)rG=zr_1_lRV;Sp(=W+&$$a4EJ@@ zYZ&gFRc#D+D?r(6s_?SZdA}>wf*J#Dyi0Rj@+QWk^1*C#!8&wfZ*DH zJ6umoKvmIKM(?eX!19|_cql{=H0{}1Qwq6}J4=R#h2vqgm-X{K;uqM3#J7~t>?J>- zw|{>7e%1jAloL9UD4o0)rCeYtSoyaH*b2*toyx~RnLkSBXVeL3zBnDcGe!+!XkL7q zJugXK5cWA-O!-I3{PrmOi1`euBW3K!_i1_%dSm6AQn~}23X&}9*kz#a>6R~s{zu^L z*t711>%8#!Xf5#r2g4CG7*eJ;KVhWIkYF?_kRo-Mm_s;zNNe@ZbOj+rCriE2 zrjFqFT5`fs=h1&dFhkp$feGi;=|a>$)ufYK%jZNe#(HpzZC0=LO3+wJz0HhJG%6Sv7?rMf1HaI5L+W8pqw9EgRR zg?mibZ`&M`! z4sO=5b2zxm#;kB~57cGj;Qpug2?w{?Fg3W-t2dWW*glcpf!Veg;>B$Dt-r!-i{;2- zw)_2SFxzUhH!$1%UY{}Bk;j`c+krA@nkeb8M4b@Wx|C?Uq6*kTHsB$#xA9( z3x|%@#;Bb;2QBA!wx??xfnnaOdnY3e(GU9w#$0`81SV@CV+o#UIp-feleRKSd`2=m zVtEkl3~A<;b+tw(W9Fk`8Lg4n(_jGsO$!uJer{R)w=OWAZ~5pOK(3Vu^+f3#ivF-= zw$jt@Y!J*2mbZj6`J=jn+r!6{v``J-9&=sUb&~6huI{3Z0f@QXc*f=64i9pJ-<1CI z1m_LEo3r~oVO!Qg-ISN^;QE-wF(}Rj4o?b+dsvJTk`{C2cW!GX#5gcDx6KU`s=c&n z&a$=>%C;x8Rp|GV6iy4Aei+j*MY7&i!LxAoC&~1i!R3IEdD47N7VVvv+?9Y`Y@_C?lfe$V+ts0?%z)j|{+g-_5j+Qb!st5w{@^^fjVxz!W z=dtbtO+1YMnVeY=OoFOIA$SHHKH!IEz%)&3JOfTugy0!)E5RSnfOkL+&w$G>lqfSG z5s9iZ;~CJL!41!V1Hbp-sl>$SIG#%4C;#E8#Pt_-D%ogki>H#*!Edi9QwfuCGM-AN zcq;Ky;>k^2O0@blahn_+&BAR`N#Y%Dlii10aho*xno4eyL>naDo{#I~^JC7qPDa+R z<2ET6K8xFAL6$ByZaW=LY}_|q3F}gfdp3Xt8+W{oCN^$C+m$|waT7M1VdK`ha|8?b z@ct1j+z)xFQqu1C7)wdbYg+CcBH2pH0{XC(*vsZ(E0JG*hplAMS`S-EBfAuqlFQ$z zQnKGa#GVq|F5!_`l;CC+kddYYcM3rS2e+4>DGqMCwc!a$aPKAvsJ5n*+f2xmTxVb8uG2C>@4VdlFm(`f<90$e^ z^)l*ES$pw}J);yT{8fp6D(3?3r9UhzOkIIx_l8C7EAEiP_MSnH{s?N%U-fBWCqLw} za*lY*E+7K+e$8tN4T?uo242@@jiMoN*Uav$9ut^*K>l{vDFSOPH##?p*`jZ}Rm`{0 zb=0v{sDUFb7!|x@+xyWw1WhYDyFN?`M&g&g%3Y2OL>D`G2`75Kl73zHY$nlnlb$Yp zOF3jne)q%s3kBNDZ%O)-<_iZB2MEMs0iJcQQ%i(=4kg_cXJ)N>_2COS&5Ao^Xg1%ex3HTgtqg!Aq8GcXWU^<{(*;YrE$nOR2 zN*>n`Ng!`Fk?+M4V_<1x*tmE>1YB{UPTaS)rQwOYeiL=#wo0Q;+_7WSiJO!uhbQjJ zPy%J*CL+d9)QwwK@gCl|t4{1Dy0guG+;~DV0vm~AYPgTX? z8L;Hyc{~G}DpO}bdJ8+eln^(X;HBi00Cg#O{V@zLCA+N>$V&+^f&5wyH$0VC9B0B) ziJlvEDzSP=ol10`>*6+9Xuln|$>ZIbxJ}Z2w3eW>NhafB+$IOytZ`0(U$wIO)mXge`Mp#M`KM!Il$xqV3QgVVQi>2hQ;uw~aqf9GUN_?h^ zTZok4HbnwBxY;EaEGWVK)9EA*?n~#xad1ZpQiEIS7&W--rm4Zr_>CIePkr1l+rQ}N zFxy3?DVS~Ep%Bb=SX2dOd)kf4He3EC%yt071tNx9a*YairAl0&sYWpr)9%<7ujq!Z z1`c2NAQ6EAd{{57d6Tb1uJON{z8Z@*#}u}UlMmq>Sa+I-T@FNT`N0y2WmnLcEA14Y z@g*czpPW(d!j676HM!J186dq+ud`YBK0*+^td~24eh_}&7#q1UKnr~D1SCi&4$+c- z(BpGFy=I+|T1Rurq+^+2-g?&W=DVN&>DJP}&kZywjKI-U>zKkaNzh)FXcD%cBs`vI zv-wi`lGMnb*%*1}ABkRWF@DcE@(Z4xnB-4y*oc1A)g~W(u@RYa`T1~Ku%b+M2Yi0x zF2jh=Z@QmJJsYLmS)OE^I;+4;(Nm)u_TBGn%a>wo&UP_KMgyJ^& zuC@-h$qniZLU)MdI$782g6rfn&r`TgiZim~HhIC6+9tImZ{Rjrpd5wUA^+yna`Vz_M`85;yM`a zmul}Z+<6S*m~C#F%b4x3`~S2kZ0Gq>*`|?9_vR{cC(!tE-{E%AC(u||*Tnp@BGAy7 ziCj3hn?#esNfRbRK7S7o$aT70=}V%?UgjUtBA>r&*_fTL@*~ll_-H*ZlE z&<0P(=(=o(|H3S~FEtA|(cL@SgsZ_Zk*imF!WNOrE^3GG3PTOTwYObvMxrL$4T3!r zX~-#rkF8if9qF9@@_m*!o&1CNgEyj<)YA~72N0V^Q_!11^*uqfwx~yZ`1#uz6SO^x zNsr`9zT_-eRjvFm`3*KIXK2Q^oP*H!zvlmq>w`|$Z07KlvmkF69dq1T7wX2CCi{zZ zA+BQAEX$Q-2jjr`xviI9Ry;%~OQ*Z4lpyq$w%*9Z8TKz%1#$Exf}ld#cNIQQ*joH< zub|i!;QXD-kp0REnyx4OxU#MVBhzK3UTH3{Nu_jidRQ>@l<#j!`qY5-ml!|wBU(UB zv+kLnM4LF!WxUzkP?Z4T0WWH*n{vVGSNXO}>p76=e)3Aq`5b5+nd9=CYX!L%TgD|Of#`+QY@bpYIozvS^b;#YMLSMB^oyx1dQB3->@cBQM=&&oTi1LqG^nlnQ z`7+N3ijyB#)}BcOgRftn%IGG7)6c9slU3w937GVnfIkIV$L!0>XyYL7WIFMFxL63p ziA#^t1h_%;SSFh;V>48S3`AJvUPiJ_ClqtLlhCust0RnmlF{u)XZMzVC_ptWTI?J{ zdFXi}vA1bB2Sxwe60X~kg}8qYi1sh1q1_kKBXzjQ`$BDM$57rTR6G?@mn*gp2{2i_ zuyWahcHHDz*-#>aOr!+9RF)|2LHm71V&=Pfk%?(5OVc41)R)(< z>;U_2CM11`PD779z22TSya4Un(hb%2y2H;LWzl`+fv|akzCfuU5Tv&^rx`7hf9KwM z-t~`a5ZJxQHoEB_1RBEHm~Fv}lbCJwG;z#!aLOUfc2l@AW?RMUCuV!)&;o^RB8**# z!*E+1+<@V>&62B;exM1%!7r5`^laMQI z4UtOUiq63eoLteDF!bQKIx(9Q_K|6W0JB(A5{NB-##UO{X=z=T#RufNiR3j^yY^`Q*RPR??dj5;e+4}jPj~3J3zc_wXef; zl~hKTmkMToNiTLhNIm*xtbfvj=V&@ z>xhe&j1lN^4EN?(qu#ue3T(!wKz!%9{GaTnK%{o4VeGOY1g(s_Y2Vg`X?@GR8>LRd zYT6HeKGx%)Ub^+i4U!T}&+H3#6>N$Nqfd;s2y-tHT$Q!s#ridUy7(ZHqr7dFLH4>3W1#*)Ms; zbrzDF$kfqx>pIX2eY0=Vd>w>%YeWQIs0YQD4@?Um)emEH zaNF68%us^+`rH{D-1lp2$iW>CD%J`(x690QDY;FA+&6YOxL*a@;NYGyqr!dd-WZ0v zzu*dnTWszjhI_4K9~o{Z7@|?eY#V=I#B2-mJ7cz2riw7z36JP^Ole1=@B{L9lb&5d z=E22$f}thA@Y_+1)jJg>)AL*CED?)Q+%ApBrM|`JefCe9LaDnb-DO8wXn7$DmCAW& zaH{~NEnVBT{IUR4jSE~p`;y;9<|S5noxT7yDjMBMn+SyvcJl#My9gjSzijLA4}j*i zit?k=!H}<~$i?|19?F%OIDU*~!p#g?FA1(Y;K=!yc1-OeY|;@l<0YPIM1&9i6I#hd zVEik+dheck*yk!XN?%bAXY$`4?h$E#PVR%L=3xymcDgV$yrBWO?|iz&@jxFMl2?@7 zvRet;N{T$+#V9~iAa8s28%-pem$`k*pa~Kkx{xnuXN;Ji_p{RF=pp_WtpWLV$5Hpl zfwIEp1=4#RHG86&WgO~H%?smMIt@F|9n`m5_dv9=ft>d_!=Ud(6{6{ig9B8alZcr`;F1Yq5E@?=G7W~tAAv_z z{v;tT4=rYE?OYV)e&V(9hD@ZBxO4pwO){GFcuqWW%p?xQ4S8BVKM;;sMZ3H1e#=KE zzdMB`Wm-Yz?WjP>yW!}dLFLmcjJM(5@Z$+zpFAM8NEId=%Yn8aEwxjmOn@lo7Vu4j zvCkjVoJ>v*drx8L@EOT6Fp+}(bb;?H z$KQ)U;}FW#U)ckt5qO!y&4=hw5D51aq1@0B*~N&hmcpm%_dQI34>Uh5$ndFkf^ z;Ep)wT)iySY8AshJs*kTHW0GLa2uH{)gSOngARA;P*{wVV^V z^-I+6Unbwy+rAdp>~ajXA3mh2FK2`1S%yW9RXQT+fEPzEXWOHNHQN3?VtPo+an6m{ z;g*LI;u5)>bnU_XVOXtuPXsVo=ZXJXG(wLEttUrzXaL`eGKU%ABK+h~{j+A`4__B{ zJdqd=1xaGa%SUt3V6&RGcjRU@_+JWb@22xa2REqsD}1_*`koU#gFIa!c&xzK&BPUD z`y6|7PazUrdvDZ~+MS5(T|9|npQ=-lt1Hcesht_fD9nFZp0*whALk1=XX*{7M+;3p zR%C%Zzvb04YL?)4`};-hS3yuCCO-LXIucY>!t;eQ;-F67b~S8U5*VD3`j~H>0vu0g z`71Z7A;a1RLH5lIkU#Tb_Y=1R02$nW4g7zRLa$HhT4`{>6={K?DT({L;ipfvQuO?O zcyaRq+eY$lbDwQtI^TPI|9>A6AH9DeH>nByXmCLbklOJ=`IfaeeD~D>_|KzAv^62h5wvzALuwH_uap`%wlpxJ`?w!7bxqg5frs--+Q)kv4kgO=i2f>po`Nq{#uZ zE#{qt*;WtPirJo``-Ry)wsZxveQr(mONdxA%+g;yTJksw8algz6^Slw!0p5|EPtZ| zR;6awS?kIF)thL~mwy<9&B|%!k7=l6B$qEHR@X+>*D%WG(>(_W#`w4inu#yux@qx z62~1hv?+RVwV)V{j;)<)n8-tiI7+Ya1Z1G0iX!6IRY*XIFNB;wYz{@joB!Q?!uqlCoYa&3%@bR z^gn|h-K@>2Wz|Jzf}&g8EKSk#j{89q!}{n-^0g!Ws#?gIHJ0ypq!QW#3sFl_`%%Q3 zH@HpSz5X$Z(k9nx-Eo^_f4&p9Np8{zZj(bnZn#a(r9P#!Ng}X3dWq}gw}EV2C)MqR zv2p7}@4?1>?|YFF7iurD&G5qzT`$U|D>y;Qn--dHp1b{1ZG6zs<*R} zEtAx+DZscPfEhSin)HYlW6z!FCtdE=22QauMj*&|*Ma5buH`q$GjJ%4Rtv8Xx+1H|r^s zxIOI@-F6N1t3&F*;rdgEyJm}=8~{?GXUYmSK7^X-Q;4lArx?+2sLJ1vX?D0ZlIg9j z>Vaao4<7rdDhE%S7v*1GItxcG_gm>1>%!$n)wNz-=U|Q7yTz167qYTHRr%^12j{q5 zFa9zgfl+3eNS7jRconk3z5Cu0N$8*f=fBbyggCknh&rvwTH z2&O~f*bRLSiKvSsIv}+U*IF zxyS$Rym1Ta0uJTUq8OOTIk6?pIR#wRm3|0(hzAG6TdOt~2`!G&zwGu0!2mxWUxJG# zMC+ONH6J` zA|>9$4lE^HOF>vlYGsPBlvH=PX;Gvk;md@^e^!}7m)EU`|`d8eMBP^^*1M#oqWRfx7>f1 z0_ene*Wb)3Li_IxOh-=mzz2^Y;(56!kUG%uAmc?S;-_$Qsxg{7)7jB&WS?Go4S+(ve^ctf;#`oo+mt-L2TiZ4F z1y;l?Y;ib!m=7`eWmeK}v_ryNQ4ocbUXu&4@uw|aP80@JeBn9)WTDV+0Pn0l^lgzcq(DZp1@Oy ze<*b-8FetjQ^`slBVJ0rANR#eiGhnAZj*=3-^6W_+4vo9lQkcFahvRmP$joXVlLVt zsEX^P5&aHaCoM*w<2K1v=Z)K>o=7q_?r+?6*tmDk6R>fsTZUre)~8Fr#$7YI6&ttZ zJ0)z~oJI~kHLNLba(@ z;;~SKr9_DD0G1M&$VMF84*iBWxZ8UDaBzo4-NeCtwPGI*?h{kAIJg5nzGYH^Te0FY z&h6SA^fMUHD9Ubm zWt3G$G8$H9*?V`{l07q$J+t>d&5#iyyAaVrAuak{&g*l3kK^}O$9)|4U-i76*W>v( zuk-zWhr>-zsf)wiSZssCogh+)v%Sr<17};JW0y;iYX$K|^@hwcdj5z~XMgXLi8$mR zyv-vaJ_;S+JsU-Qq8oa2poG@kGXOF2N9^UhY>PY=j}v}(xeB2(QO?w9GdCgBnzuqq zqY=5}DgAM7@dx3>H(i(SB*RD3Z6QGW3?e|6zxaIyjK@WNs389LjoGJj>{AiIGF>z_ zNPMWoHO+Mh>ww>b(I3=icdl%0g=S3e4V?qh?I;*QV8@7X~j ziival7u!LI6}mR#qOu_#L7;uy{9r=davM{D@96(MLc3;`#=kzU75Vl23P~0u0P^Ly zExR`fj@ukILsm1e-cnKywZ}3!`O=kIn>V8!tN9@-(P773a8dI0Yzv zCt}4N$NU;A?zIYethiM#x?#oLdie%c+?7Qn#cipM6*mFdMv)x1{R@)gc9|E(8qjR* zm)@2JbZLKtHDK*h57vM(LgQEiJ~L#&8ZiC=Kh}VD*(43uu`229B&ia=V-K(@N#8evRY^vr8D5hQy+iPttoY!E z*Q9}MuhZ6=Jk>mc*QCQv(wgKY^TKPgdqWei$?df#@tPE^+r+^AYv3;i?tc_Z$J+@+ z;&ym{8WZ>aLK1N|og@)Aw?B!vpB*6)_o1&O;x-+Mz)&L0tAnA$D`5shNuFCPhLYU4 zYz!r@DQqy5$P`XvC^;W?3`0qF{Xq;R?dr#D30uYe(`>D5tGHMAJ8*ITF8PLwyN~$% z$gSeObd6Np{y!aYala|tgNs|4QwA6J9Q7%j?R_~iINN6uMsT*-&+o+9rd=mxJL?H4 z+eMY6Y^%R3BH(aKdjG`X7Dycri=b!+kX2oB`{;)pR>|bq7gCY=BrBcb-88fsaOP?E znIcqCL#dq5mWwRlLSgDi1{yvl7336_g7&M5$m(_^psRf96 zQt%lxBNVOMvCNAE>J#Jr5(UsOEfcDl(&R$o?|-cGlpjSQCW#4UV|&nj8}2yijQ=|) zL4?B5<8&&hmHG*Vp~4Z6_J3s(z;G5G4dpK!o8|+H@K>#YcSRt2cUgfrJ3rV@+onFY zIsrqnFKQ!i&_iRWPaYUA@8Dba)Y{HDTl4jthkFP zNs61t>>F0x&2F?U*fiYtouLJVRQOVh*G=$@`A9 zCN;X&FmZ2+>S5xRFKEETEj1>9iF@&3A13Y#In)@qXIxn^aGRdpiGlmu7!3w)rSZ1~ zge@vjWkr}uoPKL#Dv9@fhN(nFjTKXgFHB-6(Q$XfP_ksbh@s?tEd_=W&v{aD-}hO? z#cg_@4j1>XPwTk2J-s_|aliRW>g|6|6>x9M)KU^~aWCin$logN4tWh6?iX%Hak!_7 z$gH-)U7Qw!!%eaM84mYhjRu_UvG!G*ZAYefobB)kHk@s;yEOt*EQ8`?f)_u2+Lzxz zMk#iecq6xgj9WB*y0Wl=Y~|{Dkb6-B*<&UaNB-ew4P+NXqaJS$XdpAFZ2B2!O}y{U zBA?}|{r{i4`>@^myqVXCmL+Rv0!D4YY-dlkGIky_pNoT`1UnD*-YgIkKeilc zkqPlW{)uKR8SwJav!pAZ)1X_xIVpQ66;=<#+}iW3jQBWaukRoCnV=J4HTJ(m0??Zw zSBE_ZLXbGs4Oo&-M6#tfxilU;MP{SJ&1FxBFZUTFsCiW^#iQjC1&KtbcyzAVlXiH` z2%S8!_rsyed&tjT+$_sZ0oof9PfZUh!Opjqk0{EuAz#LKe3W?SBq{#f=g&EJLHbqI zj}Iz$faj*h{@L_fa4WR|P5UOIj?)T)1^G9@Li!)gLslO|{-C~f7h@2lSB>tYJ4;A_ z&jnJi0&JXCq6IvS%ib1j!`r)oc}AshN(Ep)+nHi=H?XRW+u{AjkN9lvMbmAv!N5*IuN-og_yAO=%qw?U!+?i7 zP38?n6Z)=a_HOf!0i6EDx3)%@hyhAMpwAo8c$hs})!NmP4N)fR4G->SLAc8F-`bs- zV4`$$c(5%UBEEh`uTs-sXJnDp)%%X9YW?-D@;_&YXQ6x+M=h10IK6dLn)L=qh0aR7 zAzlVddbquXj!_rxt|odoxNAXH$E8y#dv3$A{N)AT?`m+H?$99Nt6Ck<)BO6oqs0k@ zd+7gD*&U78hwTsk*!cwgawySSAU=RfRX2uedNld_}I1Wl|wx7@k)#vIvqiE(a&``M_Ji>>R3mjU?CZ>AFu zrqP~ojGv}WRNubkerp}R**N|=-ll_^fAsN&%cIbNFZ7H;`cl&bvxHwX| zc`%Cqpcwk!Lx$i7)pY|SOSm`iR$tI57S*g~O4ZRB!{o1Bw4n=TP;HvmQCi~;ms$&( z-da6`Gw}H``+fq4y zgT~quD>_5WkoI|>G7c_tRJ7C5=0lb_N@qX=e~w$Ai1z4|b&(i=`C;8@P zeG`ZX>;b0Y{Sr6@R^Zw&dW6sl!XCXo0+ z=iCuL6X&CVL=1BO0HJ+ z{?-DG1GQs`A1q)*alH3QjU}|ymF_-s-U^(bs^`={wgUC|$;c*7r;7qFORhSqe5 z=TegvXr*5CZo9B6y0FWp)4J6WJ$>-C!!*bajX5AuH>)pj7qQ}k+R*aiw@&83b}S;O|1O_$5F zE#T?vL`PwLQ;0$N)!V`tQTwofYgscpit8dgy6>Ohn2E0GdzHrIW8D8T!)K0v0%sTw;{-8lCu4eV-L=@x(zAY_cTe_u82R{Q6n9L{*AuYc*dY;9^tH%&C!dy`&CgMpBNO1}K@+-;D7wsjuPef=>5DfTDHzxT^TV|K^p zy7y$EPi8JoPkv{?p^pu9Lx=2Pb^nA-N@@nusd>RT+UN;yQ`IxrArgB0!>rcEBVm9% zL2Iry0=7|%$92|(LX+L~Y+J2I@W@~v$Mn8TsMc8DSN-?_9G=xBdI_!?v?e`Hd(1Ko z(pMhqgt3&t^X8jh>Jjm;I{gNPqe?l16Q8I!JXQ|!+v&!cbt)jqn4PN7P!E1t1UUKI zG9f9gW;2mY88Ex(){${m75Tp?`u?|C7llZls63;qg(&3M9e#M-M%PUCYh11+8laRG zg)6VWwxm9P=UM9vzW3qQnNtG%J8zfIfGw$O_ROs4m?{lL#5tgQiE) zbC6~Q+4s$e3KZ&Zq7{}~icIwr=*Cxy&>jyu!aVJ#Jd~hacBxA@8`T_)^-wrjf;8>J z?HbSnm`gu?OhGyp*~vw4pTCp_vLXgoH)D!HVXtd&+e#tqA+MUdFpvi^G)*Z@uXDiW z(P>A{9a$iHuIydR*wVA+!;tLyKrh+rXf)+^rPj*D3wew;CvOmca^_)Gc~EZB6rFS~ zuVY~dLqogo4%HD~U$ILwl}XCxA(*^BylO^BDFe;DuM(Y8ijeA+;xIT#yx;z%D)>Q4 z6M8=&#&B?7Gb#{EDdsY4M)ny#WmCz`=;N+C#z*;WL8dd~Nnem4qH)^En`wC$QC0d1 z#Sc@U`6~1)OZOx?L7Nn?-;x*cp3o>16%;{SA<9bWOUG>qMAK$1;LLY*JU1bxEPdJ2-Gg)7$i-of{X6n*? z6X8Qc(UZ?S$*`2L(@VU$0~*xNT;@IEi^c<5#7pQ4kxs;;#qG^jKr<+Aq-Pw6Jh;)4 zjZhL=BRl!*oJ1zN_xlpzsT9j|l=+=n=vqVpYU0dakC$#mLgjy^rNTYnpS+Tw-B1n) zz5Ki`@KXXco>`-|*!>t956$Ga_QgWMJk#T6lqqnVp3bV*IvrB}K0hqkm#`Lx zhKQgR=ASgr214N_wgZE5;BY!Fwvgoz`sUyqsh7wHZwHy&m%T+V1Ha1&`%%X$5aHhY z#)SCl6rS+)Qo*mX|9wb~)WxL)+;0O>s(|r&k2q+!GQafkOCwZYdu}f|+6p_Y<$s28 z4#7S5ly+Y8A=v%6#V9v_2msIUAOZJ-Z5X%-5X(v;?x_h9aqGwlVJdmyM4}R@^M|EUh*0v1K?Xy~0iPNS zB@a}_FqAahBS8tv|DdE@whco`d>Iuk?$-5RxVWd2h{a9pZN)KCZ}%t!5__9a26^qI z;y!nsRNUj`xwyF7gb(53&h@&3!(EV(hQnR>g&1yPwpZeMakhIxig31<6-e2h$|hxd zvVfHB8=<~9+ZTf~(dFlD(4Hi$9_bYT0ygFXwFJf{_%gik(s6PA?)HWCb;uWU# z(3s(jTpWTw>B<#PdEP)ldeDJyx^IB8EXdI>*oSyNfAY8RzB9yA-u1e29vwvY zm{;xgS6zhsDUSzpTOjY7CoP`UKS0I&2IX4e#^}lnCsRa(0rDARk(SQYLx0+v1qi1V zULwNhub!S3j$of~pXJ+?3^?_d)6>B)6BZiZ+kd%I3c3w_w>?aY;PJ5>fg{hK!};~p z^BKg#wtg60oIIHdn=gk&!vBqci{@Ev?s;EyBiby7in=lg8pyw{Cz;o|JZSt`-z7Fl8q<)@i`)J#<=XFK)oi zh>P%1@j9@ui_w|;Uj6Sw5}@)$iJRF69%Oe{`Y?+l*8^)_e_m)IMv?CmKe=_$L#NX` zCtsT(-`~Qc%JKJ+lj;0*yQfB|i-PW7ccVVKS^jsToA@uI=2ME-q{d<&UX#MFPvJFb zzM~DVN&nancun$4?#649Q8s&PO%i}vR}Rm~xUxTZP6mx1$He_*j6~dqp9C>+qwk`a zxX)64#Kf%-&w+`1$@vi`ZvPw>Ox!%7#+bNiw7D>pyf8GxP*QfT3`0o@gFA+j=Zxh< zC?V*g#1E%2l~Appz*N$EbUUUJj)^=>C9Wv$hrp5Vw+ zm=%slR-}9Ejtb{8Bbo}gd-{x@9+BzhN<`KncQIJf%o zVM(Vl91mXjca|aq{0@@uZ5LEVUjmwW5BZp&Xus9E%hC5y0R#0<)5rFxJATqAyU3dO zN|tW7EO9gBy}?W{KKaHFeGCg$iMgtahL+8T++7|cABN8RlZRv>M5#dT$Gkp7l-PUa z<{JXrvo1RYL0kBpUzS!Cp7yBauX3?afVp3cha!v<5_<8~`fba|Vu zcy`L7IP)UYt_$tkA&H%Eze{U76ttY$KNPzkKIk*mq*F)jhDq@fx0YOT7*IC4+>!oE z{3V@eTK@O{yMSf=;d4SjT_Y)YI@ zm10wJv4dnv^rx{YA)q79PFR%~{87cKXH0c<)x$csHTW#zQ5x5Ci(0On- zChoeg?=W$H^6SLJ9kOp06ZbOrsKgeOG?fiuDEYVTG=`G3wLch2tW5ebltg3{V<_P` zOpl>N-Ej;<$<6BL7)ma^XcpM&ZK3HexVP5=h`mi97WclLT)4QSMo7hd^$n@Gi4U5@ z#l1wGhKpM)lvLd8N^zZA+5Xa>hO@1iL%`Xd`YnXBEv)B@vt4C=9cTNOLmkexroc^{ z?FObfob4{zKf;8MbIri)ZGU!8i$8iF@PqKKe9n9g`)T#{~Q=PkFrCX5AMDy@Soj!M$bUU?KA=>L$B$$xkVwb8y2EH z+@;96*~*MdybS3*Nf3~BYeLn0qR&5nu16DO(`i*VtC5lI(4szHIbv+Awm)K1j6^p{ z8qnQ&5Np8RZzK))aUTuVfV%Z04cPsPqyecTGqyA!0l2@nVGa1&oumPGo4moQo%Cs6b@=q&eB=6OZR)ZX7LMlYGrZcugv|{PWx*ZZAtgOx&qg8ZmLV zoOq6jyDg6q6ZgV&9wu(J>EoEVZN>yKaLX6&#=wobNKkUi=?sRF$zURs5QtQgTSKA} z8U+%Sd=Vs3No*a7O7wlgF_cVLlAz?E@f3T6^&TG8qt$xpqM3nu^yK&DGph0(s5bWU zW}H$B@}nxqxjt8qSU&3#h6HUZkgWZp=GCi3=*C!{)V{K}=ne1OIi1!d@NknY*>zuOEgI|TyQ&o{su&UJce;{SIw?D6$zky5CmG&-{Q z%9;2ZwruyNP$}Rjt={p?P6Gq-X7szXli68(__deCx?Nk8lp;TEiJYYy=bxdGo^ z%YHa_K^}T$!VLnxN&JUf<7)B4y)cMuU#GO0Nd`mxdj`z|2Ki7P{vkYzz6hRj2#d`9 zsDt7cX1WHe)lm5=FvpXZ_^6Ocb>`Pk%b-_Y)9tZL2}Dt_Va5HzH32JbCPR|qra3!? z6?e-XA*{H^dY@y(ZM?CtrML;GxKac=?(@_W*l`EWn_>+(UrEw{4;)Auu%@R2Yd~AG zS6Bl|rW9Ze_-n-!YrxAL2y4Jsu1~QByqh15P02t=AT}k#vCP<%+|wYL5*qt0Q$l<} z+}%puptisV*jn3>) zi|ad3flhX4@!D*6gjJ3(`FIX-6#J&p>d_ljbY$^I`p0LgNJmITA;L-r(Wfyz7$2(E zMB!Y^e9W|}Xz#ZRll;Bc&@C5>H|ucazi*PGgJ-@5>f52O?i^!o5yJ4Tfozl`Rt3Dd zjQ4cvtH9NTCW|MB?-G9nz-c;dqYkOGrM)?|D)7GGREB#x@h;m_ZQpF6E3m4;iqCJf zSO4Pko0AU&@%fE1J?Z?$IqU&GzmW(a9p5;t;^P|v3ckGqpWn2ukj`)P^7F9c=2Im( z?*49)<6a0kf*rThm*d!ROZ+{775Bn-W~{i&ayGEywjzIm6}K!`3)X;5S8}ihyqrnW zfNJemum=258bZ{71XZXnxqvm`-+D%@0qNzoV+}~iyN)$r+tC%QO0LmFVpZa^Scp}L znN%rOB}UioU{zwI;ebua)XU@8l(^jJ#HOT5Wfhx}5hjU`$o>MEw zz%6Q0fPwpUvn~eiC1F7f+)bZKzYw;lBv~&FQ^^9$drT$C*5@#lc%+$ODp9s2K}r2~ z5|oH*kf6kCngk^@>jt>Ey-$&f`+R5>F799s9bDX=w4~zRt$h#ow&Rl~+}p!`vIJb* zUK6C^UQWAwl>g2O!(k8rrpcCX=Z7nLaCaGz+okFzaRyM(jtnnTL=f-5Q8Wa^8v zJAcr^lq=cyyzuD;k6yyf(p}#hE|0NY^AlWd@K~U|Vd${lK*qroCASi}+(5RduSGfd zp}`}<#^`;-+Xj#7rjo?T*Z=>y`ylmnsA**v+Bp$i`|PwQ@dZVlIZ{hxE3e#ByNjg6!De zy}F2HB1Zo`xeaons+nH7?uJe(>R*4y5RR53N{$%SMWPPftbP4^V+bf)D&d&;_E_|{ zb63n-dK_X%n5&M{Fhj{V?=1moi zAT%x|oO#(0=psZTcUT+3&3{y8c0&e0S?H-SzLbE}MAAQ8|DXk7jI{SYi$$S2!Sdht zMZ=-;!!d`O4+trsO}rLS>5u}0(w7y4bW(uMWtM^EWD5MWV3lSbP6p;{8@sOW%16uH zUG@`Cts(4lI2q&31h{+u7l*`{6EdTq=Q(RYK#Hd?ZFEism@W>d zzgfQ8F z;57L@a}6pNl=Z=%+&h3!w_`=)yQDHv@qFW@m-IO(CH<8OE!T6j!gb-e zuYDdG30>dqb|4?EFi7a~Irkt7@2nrYkU!K+ZnjH)jRw($S3Bsgr4UW`>nM~~270JB zY)ZD0sH$GqT{~Y5EakZbk(2H<@Mo{w`oOVTm{R&}Ft)Q5v}y;W0=Ky%GX z?A4dV$nyj}+PK{JrRX^->fBBfMV3#+myPdO?(!lM5ti}b19MdycFoN@8RxJnlVs2MHM;-`+cnM?%TgQP zN39^@Gppw3OEz$?CO#}6))t;QN2F6O*ue*~c};p=2Y6HR31?flR32yh_MyW#+rGT6 zINQDvi#Xef!=!9C=_GGun*fr&!Z_SZ3wv?6chs}$xm#Ew5AttE`V+jN?l0fno`tKZ z*Rwuk-a!$$_$8;ehUlV#_W2U$F+JqhZX@uOQ6I5bRb~9VX@CyRe`hZ8G(^hV753_h z8-QRRNJR$eBD-%K1(kF+kw?9*=CxfyP-Md_u8~ZT1Gz86M=;4Mfs^l@ISQK_AlEKJ zC_JkMGr{L#8>TeCvb)pi`7Q@Yn)>tiBJtsD90CFBaYCxldw^VX3dGS}6UMv0%xtj{IJN zj0~L76LPJVR)VfO^J=UddhnI{?#A7edr+9)yvT9L07AXZ(wJNg;q-|n~wbQ{k&@0T*8k&<1{hic47Z7W*d<#awQ^9?ES652>HE$`RkN_ae&j zMl6paj)zc`>Y+l}9tmf(q!w(|;~>U} zmMc@l9r-+WpdK~#MAusq85`EZP^8}!+bzv7l=W-}_p)Fp60_4FBtG#9MpGGa0b;p< zD3@x#;i0fcsBurlo0ZvM#C%h}?C3#j5ZEKQ_eHWDNU;U5I^FgGUCPXNJ+t1BBir}a z`-(S2-T2pf(Ax|2AD^OeO7{fsOq#dck0sH^o%?NGb6rP|`7WuCZ=8kBuYxLpvx4B7 zcv_~7OcEOHnLfsR=eZ0^=U+%>_g{o$VS~)$56^*y%;ZJIdm{fWldA$1ws+miV9}Ii zZssWQ>f58vc*Py%#Fv4WFb}4M0*k<*NT(gCKrgwk+dznTYSRnZqFR{{V9~)j+HqN$+Dk4Jj1eiP+dx3YWw`sZ&lH!>_s2=n$C{6cnUZIyrFzuJZFHECwnd zk)+YlzJ5zorIQ#lN3Z}m?1>2M(J!BYEjCQP$5r&^xKfx?K+Yq7G=K~>^F zYCQ42Q!8iBUGKjqkvQWuIHITroS(Ai%Nn)N+vQ4Gbi@LUEVbJ5Ggu&*+6BVXZgUhn zUK8XYW{y&EuL5eFq%_GYP!PN&B zCROX;dZN+?is~96pWXrOzGg zV=j=`&on0yt?C5d42~FPjo5?IqeRMOTU+S5MQic)wDo@<63sW46@6x3Ky|Y8kGt&N zPbB7(>ZhwO9-#>lVuxN?2d;VkmhqnvJ1^`gda~5lRT~X!bOw5@Cyc zOeNXPuW)g5UjK)S+qBac7q`g5hQ?NLC-xl0#eHf(9~bw*IqG*?#qD`R0~hx{)^1$f zi*1@X+qXn#N!fmzfwL_dQHZl`aLSgLZGr;wdAfaUE8K78AK`GHa<9YTwqmXI+X}aG z1!KbB+i_@?$}MR2k{R+~6dtNOrHNR$Bc&!b^ueQQsgCASApBI%GQVLN37X|o6oUt2 zK(_I`NW5t@ghg0=>8K2cn>TmoR!6mi9LT)yQEW|l1^%SDWUUllf zicP5g**WT;k1Ms^Hwxit0kT8)`lD&t6nPMbb@ClyWbcb7e^U( zi>y@bMreZGaBSZnS&+)y6lrc&hNr)Z+yCyl1dZ!=9(CU5M%BL_Dc!wu4IOH#-Ycha z3t5L)948p?NPeaiHL{(J%Nvbt{6QXIyFFlq6Xz1IS?Wf+==uUK6y9K zg#gd_pGtN&D}ijE7B%m=c$CL#yZMzY896HTFu8L0pt@~)3yrcKfh^P{wsEEaQ&`D9 zzwqaf<vZ7T2Jvd;TN6nBk#Zm;*Ydv)iN)@}+rz$$z(Zxk{vbUHb~&yrYMmiIp5qVC zVn<2?{3x$oo1S|Gdv|G`tPkmf!W*eJIqdx~tjeT#uDBnz=k1@R5gmYg$(@+EXPt*I zaZ9R!_A(K;Kjk%H;8s)>#K6r@p^kxDF9!oR0or(Ha6K z+d8%9aBq)^P!fBac()|}`T<VV)69~xEnrW9v;F3<4$ijG`ZkJPXGWph@JZUYR3B(U*Mq(iw5vcx zpH=V1R0GK623)#8*9ULvZ_NBF?SsfSgob{FerV(|4CJ5a2TEOmxf+83a11xU?@{*z ztfNoFjD8kJ$zt82j4~GJg8y{-!m>4ryeu=>Z{&#*ud$e)YV<&otkd<5@gZdNo32rFu#axS7l`%)t+r+-2*2x}r4w(5Z(Wx)1-w=O8NLgyy7Uw&AKI=~&HNHw z>noQ%bF~+J(n%+CD4Re5?@hlNk&PpITk_LFLZgU-d7NP4dutdyjcT7i>pX;-U26X= zYb~H0O6P39$S|ND4`yCYNATn?wL@lPGjND`x1A#XO{BV}P43v&4>7FeE zyT!Q|%w}7^Qw4Rym*R+V2u?x1N535%8&QU1QkpLw`nkYNqn(mpzZ;}?-Yb>K2!J{} zCWf!EIet*~D{1W1dvD0AC|F&&=?RS+GjF`f9{%?sx%PWzJeT;^G5_0BgLj;+qq;pY ziym_3=y2DgbsBYRq~tKL9Nz7L4o&GyQJ(ZbMkZNgk4GP(UwsGSsKnio#r>T->HJ)g z=j{!=CPQUv@tSC(8WE%U{nk2qUas3&dlc(i2-fqpw zJ~Asz+|(lpn7A9JqcCy5{X>R{dp5-v6Sr5_-zQtd%^sD6i8~;_6BGBw>$jM=%cu8X zD5;_B#87h1S`I^r^_f@zZPq^siM_GF&J#m!!0hOIZ(MwTA0x{f615-HMx6-cSaGSqi#^HWbG=;-GZu%96yI!3XZkD`)KfkRnL-LpC zwBeke4UOVia^vs!AdlhIG{M4y=(614ex-w4XzJ-oU|I(^@-V;pm!X9hCAW$&YHglE zQ|q*^-nyMez6ZX`5k_tWpx=#AvAbVg1@+Z(w&9nmkP-W}{b0Q|d{P^GT}MTH>W$#( zll)|Mz*5598h_3noRQglS2OV!Uo;cH7V_-jnvSY|X7Cg6QWi?_>bZ$V7%n+%dvFik z^vW?e^fN=YYAzDu4Iaq%96R~0a4+;r=gn2;T5ohxGmJo9c*O_Z?@&*Z68AxdkA*rgBgj$h4rc=N7yVbcp=)U`Mcc>GIYk{PPCpwA3~a&1Y@>AXm!(aFvX_$Q7)^zpyGY7{HpI*-wYen zk1&O*78-GYS&6ZEQUWI&;Mo{ITF(iqp35-4i}Sw^$-gXpOWJ?4Xly53^hx&IKL)EPdni@hLbx6_+kvm4HSuk_~AdI=6zXH&J*J7A1%^Yi?*7x3<{ zmdKVV@wz~VO^He06KqNzUOt9R$t_uFY)Vw8yRj+h?HS!NB?M&hO%kh;m>nBfl}J%M z<=$G80WFqzO%`t=ye6%$#^W`4mB9?J$w^Lqye6euXz`lNzc`K8B+rsHUX#x|pFiFL z?nFTi4BUw}B;ejvosNO~-bFJaa1-i4@5*6J+?8%`F>&|DHDcnvJwJ_!`?ajW@hvD} z^XbA+qR1+Pq2w!lJBAVoTQ>|PHE-`yZ$SxTk2{8vru7aCB|hwN7)o~1?-knWZ5d5J z+}j+UO9cu9VsZBzBo#N0fio^{pUexmxUVpgiu;5QskqN&kcxZt^iR31Y|peL;%pl$ zSK(~)$$!JyUQ3_E*-jJ@z}faWeggnP)l?jUBN#D8W2y+X6<-CLU(!gGI=sJB9<2evy&+Z zU9o!4c{O_)r9XIV6}y=Vs_#-blO%GX=18{d(`)76G$M9~ORE!fo-0kwFn2@2XV$pl z>>jWa$tTSD9_a;ljx5WNs2(_-dU!56dIZFbRa~YFpP)buJ$as#RJ2m{ojTnoAB~@I zUvna!Z_}$EmI<|QL6J^(C5%gnS8R=9zFJGQp;1?xFP&m-DE>tG(alB=7Ey>+GHC82E)J#x&4*je(E)n@BhG&;kvJ#IL1k7eRDRtg z^T%OJ^xv(LbH8~G3$8%zt^F4czsyBu{+;YQL^=^f)K}W@_n^wpqfAFL#*y!XOLwM! zk0Q2}s^?MXN6?2u%g?RM-yj`N7xt-yL9}@6I@W;GWBFJEUa6$&*wTOj5@T2c+U=MOV6aqmSln79Kd=`nE!w76j6e&tt)iJLR%+|DiH zwp$Iv#C^AB6a)7rD=!A_Q63VM{N5PHQ1Ww>T&`fMGE61H5owr8hLuTFvXhcT zC2Oz8FqA0VB|(X>s3tD%48IGwxT*ccadGp1e2$B|yVngD_m6X2xVRhg$8mA<>c`;T zmVb8__qKKW3@2eL+>C?(9B%8ZWE^f^xhx#+&QGE^-0!j!akwMjv*2)3iRa;L(_YWS z*_JRTpR~4L29b(0UacC%sQz7(lg+a#WMwJDojTEiu1X0WSbaK-4#v*0{^1)#pIW6% zPNa>aY{uh+^M~jrP*{7-=?mH8=w_?;ityVH2=RvKjc8`TI)n!*>J`Jl+(W+0*0m5y z_hs5xybm}c)Q@1roirqe7585S zQLMPTtIf9*Hvu^^wqnP9Ixh@6Zni!OtO3>j7Gn))9Vm@8;N0wKtN}l>`(h2)pOJ<& zAh*RUtN{xONg6OT`!v>oHb!@_DUr~;j!j807s-@ZXa!+Ya^9bTXi5kO&UcDpRZ^bU zgH_2$yFXSXUau0dDj{3giPt2BU$C_% z&sUe?HF-a!5UW7Z|N@ai@9` zaJIih2H5fU~W0jFA2}?)joI! z4Q+NYVZ8CkuFH=u`Fj?Um$344%Pv6_BXb+fhhCuNgMY&^YCDj8vb9KW;!7mj(QP!= z)P)4!uZ0c?cOy|Ddp`T|9g#{wheOw1x0va`Sn|q& z6eDMl8q_HhsN9y1nZ6Jd5fGd7*9&$$aNWH|6?d6tM8kl+IT79X(&w5vFZHDHHxGS+~6ApPHixra-@Jgc{oC^w&URL(EY3C=Rkxp9A0>DsfAnEFunUpp>@?NX+y`W#G^6`B zzloC_3|Ex%AxC7yi}DwEONoyw+qL9W5X^wcq@x?6n~tH&hPT&6osOYOi2{zKBbCYp z9G&|Jmp8S0o+WmnO@_Fp{#q}P+fG^gDn1b$&zY2p#iYWOK{?ac+@;{$G3Ha0Qwpug zI}3|oqPq(&rGdThF$|>2acA}QQ|`|O&sV){dA$9KJhnym>wv&-?}a0a}Vru zR)5rK>jSmSp6k1Ly;VqYc1qSdI0Fm4)ms2F^kuvABU5*J;`_&EJa z1jyX|A|SyM4K#rnYFX!=fT(7@^dF%(C`sm)j-W{Z{ZrODlxp`uA>~}9>8&tOT)en5 zXf_N{+D1ntDW(wD^X;>@B~y@VoeG^*MKUsaBm8^rS`sqoal2v8`4st7Wq0?~cA*k~ zvB?>CTL><2-W(*zJcFe=nfG=SX+Zlxec(LtT6n(ev+MJx%fKaIjBzZf4DKA<{Q2c) z8S&?Xu~z<~<#4B*B3h78LA!r5pL+UH9<4RLv71cMMA?r{ z)TAej4|DdMj!AmI+Xb>gOKkx+R4_B3Do{mRNqhvqcyUPNvqV|j5 zhwZ_AaXQF2!~v>GlkC{Ty@5W4iPBasgE(POJ;zd>E2vQNn>cGbfSCE{g0l7hot8MX z>!y<(^atr(EyB$7LC9j3?>vnhD>z=Fl%)TA1_aeYj*Sb*!bNSj$y`chh#N`MB`Dp5 z8>d7fw!hVcQ~H%G0|i=8O-FXG9i2WtT;WP^2zC_%FEYRy+c z^y&Rty?_c2D&7-Lt71bCLys?p&o~zgBim$~G07bQ$Via*e5RK?NayTQQm!I1iu7(B z%lv8uGrL&b4V-il!|ENHqghO#b|b~IIPC-~mb5oB>X$}$l&Wg&q?FOlSI3?OK2t{o zgVI{ATUyA(qPMSt^B#KUgPL#KIKrdP%VJ4;-H?VUMg1wlu06n@v;DIB4Mv!8i|jV^ z6o$Bu?FWROT!Puu@Jozmq@ZDAAwhgz1_BsZ-%|8m8 ziu^m!F~Mu*LALu*ETyV^g$Nr86%NT@Il+PGs81iJS>Zy(20T`uqj(U#V@u)YpHqm| z_3B4LWw;Ug;h-b^^+FI@so^Ep8Mq6(lxOPGkOBO7D_oK==?F`lFMWlYUBFgfh^bZE z9b^~D+kG<$FjfkL&~^`~Ggncp{bvjJ_9yF25wG^XwK$`1V{{)Cf8vk0tzm=MzZIWl zmT4T*NCR3qgcDc?d$!qqk)>ZVw?of_gxg_=0xiP)W_|u z3f)%OeCIZ}zk4!x=bAor{0>%7_IH5X?eoTa5}ZLbv^Y=8$ql}jl;5^pXBgQC_53hgGcc)vQpr9nQP_-;?)6Jl9$al86W;Nt$3 zS%iywFylQg?vuCXiNzfTt87!aw<|MoZxdjpBpnyGU>B*lN6PzfxP?4O;eM@JjKh8J z;qHd5a6kQAKn%AS3g1k}*?yJkg0uaH;|b0-=l9Pz+bi1ZF+M)!Na)v~EMGMD{yAU3{3~fs{Lv<}HbG&1cC!wYKgtVou9>Fy0r6 z{C|e-Nc@xy><7iD1%zav=^l#-{0m2qBoES@O1}VgQqHP_E?S85+o0JwBRk|y7E@PW z=!t%&z9fJDBLEqlZ(mw84o6J$$!+h)s^A>|N$HdOm52v%!F8F0xg0ccXX9i>vL2GA z?JJa5)ndnbIK z1tpDFymoTF2ls^}U!}!eL{FcxH2ZR@qM1`&3;stn(F|MJ7aK|~bUotg$zbALId926 zQ8E#I)J^s9JfW;B8Dc0lugzH7fF-Z`*gSVRn%ZNNNI=nGLO17PwU!IXJEqx0w-!i$;`z6pfJJhz6SO#5d%ZuM5E1<+-;@08 zgFe{?=2A!ZWwMo{uWvsW{Zozv=A%>HI;q*9c2#yq!B^s0rvCi5#(-k*rTdhg{F``b zCE6DW3=Rakae3gjZ`Gg&$_}puiFZrXZ=H{}YH38--dPjJLYvWXL0L;tl~y#|tc0Ot z#~KMrIvYeWl(ag_V<@R>OT$p|;IAQu5>EG9TTntkR55_5WM7R3iAu)WaB(x1l8T%5 z*-c#BY5V@u#^Jk`iOhP}UwL@fpfmD@nG&ZO5cN}sy!_=x z^lypjRBvZ9%C!iTABZE;QK1**HYQV49?{gZd|d$D()e1-_*4@qweTO*{-*&?$U3!> zz!V&kC^Zsqo5NXPkJ;q405!>==8!~lI9fJ$Zz9_i64Z*G6DW9VV1~=zDBzb5?0r++ z;bZU|JnB0eUZ&42L-t50E2$*ucg}sB)93X4`R92(ch9-bx!=97_w~N6=M4Ot4cFN7Pk9?NLT`PTx`}pH%Adxvl|PK2HpEuMdYN*S>Adh$w^Z zD)-~c4J$w)FAM*XeXoG&*%LKq5?+Ctalv8d2Q47rv=5g1gi;fju6iKNmHHAWQEvj* z)vCZV5gy^4KYRhRWS`^w%N%fuYU3{c;9S@umLb!B48kw&O~I)rtD#3~Ci}2ZHN0xT zba;O}4rXoH?B--q3E#3m_g#!K0~Vp5 zt}EqQ@v1cQf#ZRg#)$p5AitkYQG2B=eDc};`n;kFseO0s=)c?;@)5{?mCk&<{vP1U zXt;3XVHUvXFQ{(V`3(HZ>Sk5APy=pT&{wEM)`D#VCb|kkFTkaWnd7_%UxMuKw|PqZ z>p=&7HgeowjHQs{e)i<%>TA5==4C&F47ce8qT!Z3NHpA*hRASZ!EQyOScb2h+x12cx@i&Cv z!3t>~*x>;sIHG=R7xaV=?tWk^ulIyJyVF1E%X>lB4bTt!6S3((t- zRQzE722Ln!ot-@u4{v35fN8aQD4ttq_a*lgROu9Md%-pcQ|xZmygNPwi+oQ19AF-X z+beakL+`H)!_(5xx%K5Q%cM>qul9D~}4F7#>hdyn>e>M^%8giLU zM8=XTNsj-U?`-!Y0V@Mv-oZQt=rmpDXyIxKN8{LzWI`*LsonVYLC|f;{*KWjS-?W8FiD1uS8Kd*;_M$x=H)x z{ivIyTc1tnCb96o`32NY?z=aE+R5K%Um(Xl8T=eM?(5GDk>jTJ5J8UHUGx-k+?mY* z$Z?nC96*jcNlF|!Zb7Ohj|>$dpXS@*`8S%a00gO0XJmCb1m3 z5-V1sE0J7LLas#r#cSkBG(=U9a34SR90_+>DN(p-5*Uzh&(NeG;eP&oN{b-e(*g8I zxPQ#vK*D|f?t3KM?1QQtzimZ$rXB<@Lz}2 z2PIvz4mv=k+Sh%C95(Rt4+cN(NOS0^;Lq-JR38Q~zv1^DH3UDmsrOtppnE-+vNJ ziEc?VG9^seUy&)v?qWfv#G)1FN6_uk_70@mN_+6Sjl~Oh<8h*JTkRwYx2ii)xE1Y) z!kvDNDBNLT8c4Wz95d=BaC@7j5#n~%(F(+Ew>UAxZAAx3#O*MyG{o%&gIvVzhy)_H zvE~O5w{1ci)v&`M!%)_%qyTUSZKYFM!QH_H*$S z5SYh}uX?7If}#zbxI00`FjgYvdtjCUSoA%d_0k5VBpfMnh{|g!eeh+$x#(*;(31|$sS7j#}13tyc5XOM`yCo}8Xbc#X zcmRz757JtqQOP#3cr+?$Q9X@DCAUX;(Ws>SLk1d^u*7tsQHjD9;;3Z#N(h>iwEC?l zPD;kpP&Zk(iP%kkODI9zBzEU7c|te&%w@umcecO}xlUm#b4ts=UTk#eFd*_c3dCA(vEktyka>4i*5ff!M^ zBN-ne;m&y8goHcd!c`>P8!Oe2aMRvqLBehS#1IKL|9k|}ZEm`Fq}x!tY#B=+w`95$ zBKMOZBDtBQiRAX&K_qwe86vsQ9w3sN#q9#(c5OD1+f9!87udf4gvaF;7tU$;f)KHi zxsm2B(0`wy1>(OKspOZ`XlTy|;KaA@qR!YTpwbbssxuu1PovLaUo|fEg8shw!om30 z;8cP~owVs^@bX}$`TIl%cq85D&e)F^a78Y0K`FKYCO9mbiHg64l?+`?p^UF#N2M%x zqCzLc9y8kN`nv@(7DtCR71crWaW#)lo)=&$EQV?3jWzr&_?F!|E(tznXcGCYmI?z@ znKta+oCjCVaiwz}SILI2%8&3|^?nHN>0kS**^&m$WPfkY^-UyI5}%qkh6mgy;M}u{ zRMpr7VD7oV+)R)EqyQXowPAwb7;O)aj!_4YbJs8bwyP7kc3w&4MakZ*>8Yn+#~goz-*_jkx_i@k3<%h?|P>9U5`p9|%Sx?$<2wXvD29>qr=JV?pJT z5t?!D?M_EC?kdF@GzQ%Da1$B>p1-&QjRCzw{m~duYM%!h18(acMq|Kq!vZu0JkV2y z#(+;OB+(dHQ$3Fbd#WLH|i!0e)pqp@}BG9PC_>c2VGG&nO;+lx=CKfWYkT*Y21Li z$p9fn)JC|FZjDFW{w}b9xIOWp9dX-z1cSIOZEt`@`=R(xXw6f7 z1srC?@hcrJ23Zfko)zIJ2PcwqPYp#h;O}`Ic>YA@B^ZMYe{8sGfpnH!)!mjVkm|1> z@#QN1&QezzZ;DqDbg*aZ9t*kxM4YlX)${Iy`UefX7CvEsuksVkF8LHd-^SISm?WP7 z0y2gD#l&L3U6;+LTeu^@orphIOPoSTl|=Ep;uYQxMR4%f16Gqrn55P;)9 zPTvU$0V9>mK8{97fUC9hCI?3%*zIsz3G*x-+|oDiF~{F(tG%$pGc+>>-0^;f?%#NB z`1Xx(|0Y&L8{NN|r5`}|Z~P^b(ES^|*iGp6jn&su!tEO@IJ7E&?%$j!eTDAdlw*C+ zjJrD}9L=~n_lct!_uhxZ8F#?oGMaIpt0IoLH&Yv<5%>6_D;jY-UW`T~Zr+t(GzR?k za1@OJGp#w$81QI9JQ@QUczWZBw^va&~`l2G1t-h@fX*H{HKDY+iufhHxDnN4U?BB(>`CI#Y& z-DIh8)w^*lzMbs1(?jiKq9w7NEMFpalN-H=-Q=&`#BNfFhS*KMU~5K>dsFv*xDcFf!Z;PhaA&1Xtql<|c9_^f|)F zmAu;Thg``jofC2;A_|Jgl-Q}tAyd*PpoUDzhip4!O2TqaBjH{caY4e3Jzs}}JMLZ$ z67C13>ydEVO2#4Geq=3*bi4Y1F%}7T)ccP}xSQRg5xJXg&UX>WJ*FRt$Q|zo5xMin zhY-0HlDiSNHxzOsZbufcL)^yv8bjR9V&2^K76if6p4*&-b+W)d|L%_gHgjN6tHsg! z*c?bq9`LeVbOdJxxjxRcowfs$b@Y{+tu2B5z9#mI`0sq4AMBcb`q=5jb8m!>uoz1r~o_KG_?V4Wts( zaeLS2fR&F$QkWaLfZkI~wo0QA8iE}nLBYnL)wp;vx!n&$?x+x?J_#}wj^CCnI}NfiG3RJH&HybBnl0+$%AjvZKk{0)8rc6q z?y2ic60qE^6@2!)JdhYxtkYo#gVLPZtjCh~K+9gYyY7-$NwDFDdmF>v3*h7lp}=El z_#649Pr!?tmS8HuXv47%2N3;XIrNbCGjMp_^)}YzZ9c_cXP=htXg{?LWy@-@7rb{!MaTrA|_E;kXb)asCcp(erWX4Trsf& zJkqWKBUt>*-9whQsy!hI&nP*7#P!j zy1SGMM1KYxxRY-Po;m%_yxz_L>JA$yyVCJM+?hn~!-3*ZrIeQ!yHgP=e{jwHJE-m=fwqXwY&AJTgcKo)!DPjVnO`pW+)ZPGh6AJAP z7~+5BOw0V&FtmbcTa$E{tI12_m}uD zqW;4zr0{-Cqb;I*mW*;>sgpfRjnpQaQEd^c9UDA*T4swY|X z%w|Em{J;+ZE8p5YZ`dC~pPqhiAN=H7{?Xx*IOKnB_5QpZfM*X&d)NLv4#(WJx!7LH zz|?rEuC{we;K>)h@5hgc!|?M&ZbREz#BEuBKE&H2v5(ZsZ@%w=*0zfC}%HpgJFPPN+va>;J8z>BPX*#|j2ciU>Eu`9xK%qFN``J7A zfY;Yj^SI#ckmpVB-uHP}QRwo~E27j$9I9>GuR^192==|~5_1)jfPe13is^<&Aam(X z{cFKWKs&-&FUeK`ZW8@7Bss$hTeW7C?Jw{FZZ3CopZoiPtC5&j^E+PfQCBvj&(a$= zi(Tg|mxONoQwOXfkg8E05dV}I;|)(@mTdv5c>Ob+@h zo^%Hx>+i$&j0MEu8yAnfcCgb zhg$~5f?9tt5_`M8aXq5~SI1V4dyCv;5aX-s(JD61*UZs5dGrKuQJU>=>sJB! z8eBn4$=<4Yf?gXm3x zQtR+IBNlCyStBZ8|X#*=kx3OUHY5-BVmF1Ce zf7|4W$i4Xa5+Zkq#bHG5$+N16+?G<2cyf!vkDV@v+cSgv5VtF<+YqAo6ew%rE{nr$kq)A`&% zJRoNxDG(bFE}pwt~GU?H`KZ9aIx>0HypCn>P{5)hRnjzv_;Ro zV5@LIoX9y-Sb_iX>5A?Z-0Wvd7Ks@Jz_Q^`+WCjl;CHe*&#j#($b;MNS9%pVe9bS@|en{uEW>~=Xmb+h|Cn7de?mE@ZO1=KiPRI@^0 zN9m1IRoDc`-NbY_HzEc$m-cN)>2hIl$1=TjKrc1RytR!lD_R1@=+Rzj56A5U}owIw(n-2J$Zc!af~RjRk{q zv2juRgTRNF+JoEF%7Ac3j8yEg^MGb`erZ)938n{gJPh{_hTB?JS)cuhhqvc7q!%h; z;0Fm0?y>9$X!%F*#x=iS7!#|qTC>3$8hu`0$n1L;2wleih=K(MFohMJlT!-U<%j3M2CMH&etFHk}Ewoz$>Ogv%&6Lq$FAFu>V~c zRt=2$RSZ}xF9Hpv;|3cr_^i)W*^rYF3+Z{~Pdu*8g-#4<(wB>$LFM}7Gh5UO;d}Q3 z3}X9B;9}9b-pA_YP|ITunUWXhd20!#`w&bC z7J6!=AXg&aXM|kITcaaLxR-CLBjGO1F&!odH&e=aB-}-!9cBdKhWn>I3BqmO@Zv2& zxF_rn((*Aci~&+>ke!0n`K2NAdBHZdY@w<`{GgahAUEy!?RR6oHSm{bY;(9Q(ChulH03 zWPuOXDc_pqp8@-$TWk{E7J->Voky!amjnC2QjsJZ{5K`gwp+^OR)d-o=Zt(zP{TI&8Qdt>8^wx;T6DoOWm2XD`YAVU+h$!3 ztsOn|Oa-pPU8|fH8{RTNPxdWL7z1(WJ19go_X7i1(-W%mf-i#|j>lrfIZQzI$;1k+ zEtWvg+%$13yB)}_QaOL{mLq7$Q=P&#O*R5GhN<3(B_qH|^^@V-dtXr1#op@A8w0nc z?~C45Q~>)&lN&8t${_=0=-#+iHKg4vY^fLZ0=~TM(7)kMJ^YQ0RV(6n3(dDhIqdvk z2SZj?_b2*>!zUl7Z?r0Zft=cDC$lCkU(; z{KB{8HRw8~8j=yy0FL#2XneZW2<(bKRrO-t2Y3bQ&HMC4LLLUgPNpOIaA{kUQw@6= zWZ(W%<1+KEd`^hyRZo;UK zNeYB>UuxxzCSsvkJ=fOJG5k&Jf&f9|fzD{SuvPU^_LV63pjTwejpzutHVBsO*nBxG za|ZMW#tkJ)d4tg5lwCFSQQ*m|P4XY{Gp~|SHs-J6d0OpzIxlHtvg$doJ}zl}^uoN)p& zC53X-$dtI8B?|XW%?u>m+RCOMTJgG_JDh-Yd)4MWUbnGcP$Xg)3HL#6CnVgd{Y2rW zp&<(Q7qJdR?)qdAMDFIB$Ft(`+^*Z7g}6Py(2Ka;@!be>uK za;EA!lg=4X`9tT9t)wIH;E@z>!p=m3FojJK)6NM%uBt9 z{`nx}(Sz)d8w-IVos{c?%p%a`p;vm+-WiyM>t4HJ{{xff7JWGLtt5QPv>V!K%fla6 zP6CzVx=`f&K9ez7Be4Gf7-`-&~*Y=uq-6}B$C zQ-xMi%BknwLqU_mHv`-LL~ugx_R*PN1z_@5PKZZZDac@p?mnwk1r%Ks=*s-70sq+` zn+?OYAmvo3TVLgS@bgP#tA?g7NIql6{f9mY4r6MzPdQ{mL+1MQh?;6x-Q71+J5mQ} z*$@1o-`WH}2lZju=FhZ3bM13xA#M95AOFgoJqn416mUox`dBmpzh4sT>FVMpmvCBG&p1=4G0OiNep$R0lg*7GRN{X zko&#bG&mxSR7raF+O%Ww-!RqD04NT_pL)~QZGxaP&H`(_^9d(nmxERz; z_B8EA-DD4q9qK0IjyMv!Ni4i+MQkTqSDH{e8TD`uId13dVdS_gR5g*~uJCL`j(gbc zCvx1qw@)L-t<~9!9Jfc~PUN`Hym3<}IBpteKV(WY6aSbKObKhU88Rh>qFTt5@a{6i zn-Z)d$et)guEhM+pKgLHk*^LwuEc{`3%Qc*HAzUgnb&{1N)T?l%*{x+&(5hL;VxHx zjf9(9)CdW;q~%K_+}6kMA>lryrH_PrYc`SF>6dE|w?odx9L~hz$(_K@g~)wh@f0HW z={h30Meh>HJ*9mNk((itNN!oSb4;5f+2Ayo-O6{l1V?2xu{&BBVm$Y}GZ7T(!B8cM zGmp=H!%!XhC>qp91*o*WXoCzk0?%3PpB{WnAa%cIaqG(Xj;c#Q z{Su$MYPM4_pc4NbTtUo=@P2~odYUszkn7g5 z8>5xV&~-kSP4Aj2sgfwO;lHY5xE1zY&>mek%?1|7HrQqNg#qC#;W)*U$$)0rfUhN} z5Xcl-rbcfn0~LH$`(`4mz#yYGKO^3z&CHF&9Pg?HW|B2?gh`2kwazudq=d^Z7EMZ? zdp$vu5*}!ZCM8!#3ecpaU*jubQi28UnZ!{^=HOK{D(U2I_9JwYohP$VH+l8B8|o%4 zR`;TAGCSQ6b(50Kim02^#Fe0KGIA-HhtN%KKFM{S&`sKR`3DgU_m&PCWVm~y`;pz@ut1L6tTuil!Eq-@IZY8v$s7A>WJ=cC zE+SK+>wgWI67fs=$doKxYelAHi||)uN_sh^ktv}DH;^e=_af~pLAPt-H?k6Rn@L9{ z^*k0Y+#=FHkZ=z!5{3ImL@p9;o)V&Px4$F`_jeDXaNCY?9U*W#$~qNsdnNoX;`Y81 zqlnw9UHXXIoWa3}+i6`yZmY`^xgF~2gt*bbr7~iJZ0v-53JEPy%+W?4(9ltbq`-ChA-=)=eKRChL>s;b4u z@xs6rwBUAl)J*yT$j&OpWt<3DWw;{tcDAJgeIdd1-S}U6GcWHji3bmWNYqwNQ|^bP zO2U}*OV!xA7qADj`K)Z-4RJY!$1XdkKo;9ajxkRj!;785;x}Y#;I~CSc^u{?jATko z$W&^A5p?HQ-d}Eohw}nfxC%O8uq+OZ0skCT*-01!ny$-6W5BVMax?}!r`3(dfV9}J zXbjl$VU92c#KKPD6KD*0=f)*820R{ajz%SyzuQC;MkUy%Eof9?_)!XtN^UbZp;1YF z%ttgTX|0q%qmtJ%^G<|G$w}{GKf-TB6-n>438gYPEs zw-l{h$51;d+U$?o$!W|>)J-frsq>3DO()==V+?&52xkYf?9L%c7 zaqrerM~+(|`v!8{Qt58UaQAr~K!)4Rf@n(W@{YF=OiA34tK5IEcvs>zSBqQ;RUXlm zxLxi?u4L%}(UsiT){jidfIrccR0eS(;dU0!Lc$#(cOMBibM7({Zs!woNVvDmu_573 zI(P>O_nnytq}xq$u}HVyMGdxM3FP+3J%z|!d4fo8Y7rv2Rjv@pt@MOQ?(uvgx%XT@ zfViy%h}>?ewO&0kFboU7>@wp_^ny=3aAR3)VIW*XFfp?J5lGt8-fyY+0=ye*9RLw<{fBY0oqyn&g)3mW8s zU_PE0s30~Qw7sSfo<6zjdgI>b@KgVu$E6W3pw6un;g!fnI4E>YOhcs=x~)Dwbuhdd za55xnIEP;Y9LM8hPP+KQ=`_(w!=n+)7^72vM*uQOZaAQ()2pSN+i2HYyELnH280}s)NyMu`ajktF| zZ$%^SO+$%j#QlWjEgEqjE)64$xUoRifjHw1Wc-L`+^4g6(HPM3$mV>)81TS!C>jHX zhVY^>U|~Tg8Uv2e+MzL^&a^uk1LjAvqA_4TtJ^eT45%Lk(WGRs&>T%lOmV-^q{Qhg zGn$lauK0qVlwjkbSc@_mm57u$pixPD_M97GRI-tI;WuGaqFn8Oy2%3pHK?0p1ORoD zeYG*Do7_1Oh`PzFszuaIW}e@pO6Vp{6l_p8`B7~Gb(1`oh=yCYCI%Vq+N|$?j$rYQ zTS)8>a@>4po*>74ERX28OY(@0yIDICIqvp;qT^n%C7P0@025?N=$V9&DXG88hfE3k zKs+)fUN;nwDN&uyL8j#5E21f}Pn<%gWJx#L6H5^8qfz&fa0hhgBjJ8xO%(2v;YCQe z%R4S1;ht?H3b+4bqHv#{B?|X$b8W{ZK}_%L~chDxqWkb264M*X(!?~TP=~> zjV>uzL~gkgL~{TBG-z~f6aMpw8V{0GSxlg28&w+jPkYez@U!7}XZ+hA!w>HnKZ^gd z>SfK?Ym83-m()ss{h1=b)+UzB990gSz4CJ|CE|cgaty<-UHR}@exutmi$2`(@nMu_ zjuQy@DmP%6;RBSpWbzU+ER_*X#F)f_M?t3*2G`t_Y zbXqG79A55;vpt#yu3imkFxZ*~29Ktq`!|y9edzwp&Z%m2|0Xp28M=SNvpyKzzd3IE z7~Q_HY(uwiut2Mgc>g9{wgTP135ZESGwu;TPc-8WV?K#y+&bR{(2P4sViC=_F@tx} zi2JKQal~yhNgQ$aJSL8~UAAmQV?d*wY-kMVl3R_&fVOYk&=^o=qmqx?1<Ai6$lbf1aam^5obO>LzJVG~&BSd^>q9huBWG+#qff0J>mn>ZLzccSR~vMc|l0H zvw0H{xm`EwBXZAjmm+dMd!m5ItrdP8kvr9WE8_NM!52hsOAxsoo1TieZB>w~{4g~K zVrrk(Gr3*`PuAH_J=^F5#Q8(cJF5GE_-vyHiR1|2U&Qr_MSnRAOfBhJkC=vn0_whd zI#t17#az8$M_bT;?z^AmD3zt<6KBKjYp~z2q}>SwozKU=y-^0K*8b}I_T%E%pMg7t zWp|{o`Q&wXIptO*3vbvtWc$Yj|8;?+>u-%SNLox3L-jY;{#<7-B(K*?csg%rUrbILSh(SzKt*=1zNL930i7c?5;NBylLOIyE$4BM$O6ptRdh?dapZL) zqbZMfcK2b4!Ay;BnHTv9B8q#(Oq{g9i9xR$>uHq8*PqE}ALRPggUhSV<54(C-GT|r zm)*YipWTyC3Cq{PwukAsnr?}JQCF5UMB+oqfnvW9k??k~qd>w}qx{}N^=(l0t}!Ky z?FRV;VN=xEB=O%CU2x#ErXX7YInMpClOc3e^BCJxJZV|idC1q(Yoa(iD9r4SC(w|6R=9IW6$5p?%PCMT7hV!=;ie z3pqS+-^rC@YWOJ`>Axm9{poA^-ZYGxB=@W2-P9=vp?`PZwuTA;p-%d~k2wmZuoQFs zW#pM6a-d6B7>S&av7z8Zdg~>GMAv>53M4igFeh=I%YiKu?{6zKWRl~2?>~~DMYD=A zimW(v@~1d?1FXb2Sg83=pw!Y&Mn(NkVe9n^k(1RqMIzqXlPgROVuSCvQ2%om7h;OXlB*&Ju zEYtia%kHdYnbAL4c3fvI%j7>$W?7{OG0Tkp$+9!|iCM<@PnJao60acZ|pV1Bj zUUGH5iGLnIrL!SVJ#@0cWx3{g6SpvM-jM&@oqeHDAk|~=5mgzeH008x({zOj40^vV zh`NGxOh+0ze<#B2dqY2__sasd^}pTHw#ngt5%$lsDr-}a!f?^~@R?d18;j~?pR$-i zKE9LNNt-9}Y-J4;0zk24)7&H9>%fyd?u)N(rNj5_kry#;uK@07DXJVx>6H|f!|jhQ z(#z3{XDIZtP}>iw#Pbs~6eX?|7w+dRR%EKeGzq4v zgw(WZPyzK0!QcyM2YJ1wYvUlHY@EC9k1rc1airG}TZZCb zF@Ibs1JT}9LmKfmO9ihHHJBZ%?_#JdCU80D_M+5i_9vu9CB}+T?Ub9ycO0)3krA}% z1V&`w4mlalPrmHM&^_TqKnToU#RFlDIWaI|RN9x0e*x6#tO~RkD$j8~p~RSE5j;SQ zYnvy%xF2hvgykE?JY(id4Xd^&#UFL3u^U3NcL(}SldCA{5e({-W}CFW>i&bmVv^SP zsya~^E7JNvMkIxuAg$+lqBvMcS|A-=t%$XQbWS?cj=}!|9bPF&=cFSh zl9(W*bJ9^xp2!R0d06RDIuZn7`4-qo_GfmUIlccIEtlAXkfM-|^%2_0d6Ujb$Fp+% z$ZwL)NyniR)W~I#&Pm6&ktojp!U0{0C6#m`=~$3LtR$p!((z^wQ9w!Oq+>(_Q8!5E zq@y=CF)>q2OML0+a9-&|G#QIYjl*(bVIh8v02Th z56Flqe(N8EI;UYh+whQPJ0M?w!E=tcpalnGI|DPXYgCZe10TnodbTMV47F`|_K_d| z*_yS#OfhG^yyQ|w_-@?`fvlE%*^{dj) zywl3^z)yGOD+|y4$WQ!~d7G7^vJ?E1`$K*6aTW6QX8a$O#@m-LZI2Uw)HzajAz%3K z?)}$LAt;W~HHk(4z+}jLWuK~5-ru%QEqU({0SU<&*Wv#nv0pEoPk1R9bX6Qp*cSbl zx%MX8eJ;xd!mJ$X_k7{LQzp`~d&cSk^;7bfGR7V3ZNmBR_$Q_ta$}AO`GG>;`G)_mQucF~coM7|-Km z&PrPq8_bfWu443@2$t3zv;W&YTj2}Tw^48L@9quPP$3{B!Xe9gD-CU%k)vv zLQ z84nt&w>8sF{(SpLI#SbB|Z7(kc z5|}GiV zQw}Z8()p0rN4DZDnDs57*TTywi6U!AO5@zJxXp#b;^6HGp>4m+B*@p_yIKELiM|MT zDwmn+pWz)LEEGyVX znPtkKiCHE%^Pem;{%7}LYp4(qlAUQtlFrD5*mRx3IoT@cFSKGf&V?Uri%cNFyj@^K zA(-4=$w($dN2w@eLMG!DN)D#y9u&!OL}Xq}uv`yR>qh4do0?_mmu&W&iW{%%*XveQ%W^2?$7gC^nl-wR=N z^P6*kmnXx`ChfdnxAD}2V#Z6*nms&l=aeKkZZS@c<5K`73LEDFTLv+|D@+U80818blV0BSQcrh2}d0n(W0Bk3LSZ_UdrE@@!<2*QnGQ01U2W2C4Y>=$K_ zUhV@46nd$62O^b_voE1g3HH<8C^t5)oTA7L%q0{D3!S7W1JMp{K|mb!ilhKyK0xH` zf?*4E6R22eaYzB{ZPd>&Gfw~z;lJhCuWYcvdENC4MNfE9<&Erz&~m5|(XS*??Euw% z+fr8o6~JCy-tXU!dV-mA^?NQn{f1cDz{1X<+uVDP*eZ z9!KI$RTtSx`0>agD>1%w3vVTEV@NSqGuTl9?TFovFQB93b%)kUR5pUs1@L8~m>kE2 z7sbJ1L?$Q$yno7ABfT zBSus%2H_czjj3ATaF?=rj|tRmKtOcPdg6g_z@-Ta2V3q*#Zg&qYvZrv!M~6PJooR! zs4C(CB5j_unH_7O{BQSlEG7Sq-3I(8?Em@O5fw*awn_i2E-p-AF-hxwOK&KQ6=~h* zWGIE5Agya1LUI1L-C$(BglY%rLef$A2m_K#(mCm9B=-R+1?il0+`R4*N)XaH>3BH& z5#j~$oX~xdARu&K6|O#IFPumI2ad}}Q&A5>ib6Wdd_RbsH|d;oq`rLu`AyO}>1Z?x zk;@{Tla8WGD9-=Fu_>w=l~mG&q@%gI7pf$rbJB6d(Zhluprmusu{y**mY^G?bJDTL zvpFjYZbuZlx) zut08zGLUvp?16Xf8Gue}NaLj7-?q=~^)qj!_XS|?fKr95Xf-(yQ}bucd_^?GyxD~{ z75>{CRo%N1cKwY$XtDZP%g;<8`}ril#jIT0cB15805A1$Z?{( zf0nW;Kg2bugk$ozP-h~9{@p$M8Y%>Ysw9$hE?;~Nsdh6NeSYw_`})zDjyNF_Xi33| zxt);+iPRzv!~Y_2Q(Vu}+N2I>+4Uy2>i^}OS-PF~c-%8!GpL*|g@11#X#*p4C=M2$ zU!)8qfxSl~Bb5XkIAznT{8PveXxZUjqQBD%1QmsUb_n>}k*m2XKJ#|H3Y(V=qQ?HX zk`bEab2(}8M*dz`iBod>C@3-9avcF-7^O}DL^aLBF`vy{ zp!cclkh0qwa{SnM6bB0u0cD_!5bYGj>O8;`hvSMb$R|I*>BklCfu&L~H$FJJOCy)O zzL~yjN@~>?GVPQ;fGLZDr2hfF=F40(nDchD=Qeu+D+@VaeySIo*mL*J? zWG=r^vSNXB8)de>6(S}X^?k}DlW`*^*{2GcQfJ3vd2g-_g8+P(92TWJ4hv#=1x(l z#8c(FC^rOSF%-FRj$RE>A}zn1f)ZVJC=M2M&Qk`mc*}qH-V0YSY}?ifPXQ5pKS~uY#kG*=sL+)^K{DIjkT5ou- zO=!EpupG!740}~XCl5wW7t^*~Jq66iemF0js>kt)Hg{NB#$fdD#)q_d68~b>Kp{}5 zW21=c?;S(?wR0f6f>)j2Z*$J5c%BS6Np zp(C((saO;LV^46S&(*uDY^D&y7ANyIqXJW3H@I#jAST%m50K8<=1BmNKp_BReD%UI z?LiZmzZcxL_qYOoW@OyFbTkM$-LgYgLWzHw!b&vuubd+k(B{wV6a}>Hstqa|4;t4~ zlntsQ7m-?8N+(dLrSkxag9WFjDFbb);zX%&MZ%9FHC9jYBSvhGE}&q+}l8Q+J-*_PqoAH8QxQklbfb7h8g4}N=p3j zP9l@Mj#K)G>gV(WV|@LrC9kXR`GLyDUiSC+vN1wlpWTe&U~yVyl!4xrjv|eiTrI(C zL=*1A=be7Iot-$Zctw;NhF=M(fiFL=tuBr*vjOe&FvN%>jXiiqRAP>52UXe@eZlM$ zuSG!g?sCBc;f>Q;+-SqcT!^Ep?&3Os7k}%kTCX;QGiKEU572?N&65C%SOevMo3F1M zx{vDH{4K|%N7yq`dTrAB&3z&i4wJP0(Sg!ek=6&MDeVMly;u~*`QL8C$3qv@4$_6B z<8lg7GD+v8W6XCJq!grc(lLtnBuWs{Iq8UHEJnN_o)elc5(I?i>tP|b2zUD}*(8u2 zHT_u~u-1HuF><%=JD&uUK2IEBiMUR- zRsFfkbl04pf}@Y_%qQZ%>V*_o;&t8Lp9i(Ttt@#KmZb~i>xIk8KIngX2Hf_#2^_G@ zAYU(CAf^|>QVj;WB^DTD|E|xxMRBm;R|aJuSFPjfa7!$3Uy-8Y$?_ow@}kS>qVdfI z{TR-?nR}1O>sofUJ{@Th5Vt>moJZ4%{DQn5GA0eEYJ<%j;Qg5hpnm49zp4a}$t5|EHm>}LKi5||@G z>Q$3&0JrqbU$oGH{KS&bNv_`B5n}6lJ-FUoBfrq_OFh2X8IEw0=^%T3qdj^388HqP z?Egs_Xdvp{mCvnI&|Ys3yKIsm`2m^7I}Nl3^}x>bU@M_Jf4jS2&&L~X+5mWEGVYo4 zb1m}q`x=(FI<(P(@4MV9d6U@z>A(2PoXx#rR znp*2k9uXii$$?rI^Or-Ia1;j%ZQCdV`CL0!&QX*Cp7z-3K05XHPSXKlkxpsmM$pTlD56UEaYb+^Zd?`4 zGQ3^uE&koT>l!KqgnImkQ?e{ygL>xA{AxS@>QD2=Lnu3L*~?L6$J>ZG#EGmFc?wS4 zi|ay2lH+RrS&fZqCHaNc#-cb_xZ@#ZAhGmM_Ou_;z?8*~j=(K{ z??~I6`RqP9T?BaAFn4E6{zA*@9y8Pp+Z0?x0#q_TKSY&_GX%xWxEt8vn+Kj%eMcM z98*=qEHkO0%(9~f#4J0&PMKvoM^Uz7LF_7JmdQjCv&_nfGRvef#4OXyrOYzmPs}pe zf3j?*iI`>H|72O>7h;z2{Wr_(|Ji-n8Y%>YBtIRi=8f|LLiQ~CGipLX(6or?DE@7_ zO8wGEFrVrkrVz}whI&JSOsJjtL?ILOx71K_9NXYbksM!5ClDnWboKh-M{ z5VbK%6hQRxQqg%j>@yV_oMnUkKgYzRR{I~aHx;t3& zgm!~78RgQV7JD?L~#7P}qZ_a10Fe zBDs8^$VwrXNue1?Bo;H>DMaE=JBova145L6ejd4m81ZKC6$K-zZjB=#_WX9D1cKA* zk}k6+T#>3D6D~6c+kZB!lf?A_jb4{1jDrOWY?Oigvz{jqQp1+_ zJ4I@k+%G|lU}?Wb!H6hMCj^Aji4h7QQfH!^CU<_tdFFO=@t4nGWE(dqpZ~4|?v}Uq zMsoXN${F9CvCfED^}qwHX&~4h!@dfm6m*o=q6qSwet*Q93 zF-5)};!;!4uwjRa#-*)4b8nJeeE+id&MY)k=lFms-+&EDwNav)Z+5=*Okj_cR z)6KDn7sPWy_eFw$(0%zb57;rZb^i|>@sk3m2O&iv9W(!rtTPXU^7-Sq=%8|?Ln`zQ zp_2|029-oqau=m2r9|Z_SroZ){PG9HeeopG;EdUPneA4L- z-Vi^~NFQn_s4RQxe|Jv}sho=Au@6g0J|Q%~U@c6!nRl;?+fL*1DPo(IZP z=qJs8y`It@>trC91bxzv=ckT74e$nPMjuWbdwDjH_~PH+RANM5|HC=3_dm~S zW{vr#mrKNW+cepKkYYb#_k|oP?2IF{s-*Ph-bgt4`qKB$Hiptd|23^gB%a=%Ly*WE zUl;hb;ut73KV$iX_0lkYLVs?=++O7y2#+v$T+mWGkQctY5tB zcWaqddw_fT8e>?IUmE+Bxl-q}+0})8bgJW(cU$!(P=^`l(JWzA%exnK&Lej($f3d} zbl)G3QUNJ6Bp7BaaKsjF?C=)MdBP3Smw`@4 zHvc&Y1Uf?I%r{(23%xe^AkzQGAF8#dTILCzrPnXd8+GVx@jCE$hM|X2-8%XSIh_UJ0f&q#O|9pRM>>Ve(${^UH<^Qy`57J*K_mFdmRzvj^)Lcggc7w zo1>VBQJG1^#H@x*|HHX z+cS}JnZ6}yj;$P*{kliGY|LBAW$H6Ym#r4%xU6v-DKvYKa@j>U(q)q&<+8zU(q+$n zP%b;~PP#0>fO46#Ht90CN>}7EAA`SKCNpC9P8=$1LQCW3ma2~r1D=zP6x-;B0F3&{ zoIaE=PhUDhB+SW%*HM}{qZ37>3E}kDo7m>)mtIboqZS0CkjUAsPlUvABc#KC&sLE_ zJjE~5LL2pf&*9ahGA&i;m|yH8-@*miCyc=2t!cZ>5*;I{kF z>nJa|1vJqG&$<-)AD3$$-lnqSvJ7vXCcBo6+`T!63Y*aK zAo<;P3z9%FaN0e-Dj7!he|%81yBEYSIERX;bVDRjME6~ELZxG)WFb*H`kxAlvJ+EIvJP{Lxer?CtB$Q3^2@=kN&)=FB zrohy-&Q0C!!2oZ7U$^E8U&%^PUuHFaxuON#(85lb0uuxp|4x`gcaRQ)DNs)eO}h)r*zR~*T1U7e`oU!s6G{nDL`>9J zkGjexaq9a{f&|a=gWXA6?rQS5D{8fF?x$VW_(*7Ac&C|zjtUi^yvKlMaSIBYx6_0UMVYd@8{1M_-wR@R( zy}Q~I6;Y+McvcZ@r`P{PJD}2$YdV2dI&RbJT?2>NIt*qy4=LnQHXzT=6FGiCtUQrG zKfpNi5OPOLgA>agb(;9bH8RC0CK8T{vtoipg!Av{gI8bJBtCXZu}JvQIy^i^rx?sv z8azI~)grCp`sQouh>zU72nWi)C$PXn^OhSP3?ty2 z!1inmem2<5`t|c?9cr6AGwIY7vFnn);-_3Ve(JSlVe=yC05Vkh)*lkJ4OU3c2amqUe}asD%WZ`djj1NpK#?{pb* zo6m8{afrll8$Utf#n^>k+&Yf~wSJ#l{j4uT$Nwp$9DPG-I|E>FV@uMr(|+_5x|-Ee ze?$Bb)LFe_KuO4)UUwRYbQs{u2%)1qd@G7=bl@))SGh&UR?rXd=x@yM*lY;jcPK4z zEYhIY-CllLmG7ep{iF@_nmbJBb)QLZ25j$7hr72f=v*n~VB4^@gZHb9AefA;kb)Y3wMpHomwRQhcoVj?~%7?J2b_n06t zIYlc>Rv-g7%**>=c`6EEa;lN~_QzK>z>5!q_zT^+`U?_~4g+>(kwV#lwk5w_hd?o% zd@rBq5c&!E@kKsszY+ld`|ve8t&iIq?k$fSRtjXrR7B3j95L<*EZEELG3)0)poMH^ z&Gzfuv+I%3?;mDs*J^&7HEm9%FYil4XyoqQIaJt$E|jNEUVo?oFodmM#@O7XcV;_U z4Y|Xvr;c!k-loqeCiF}15;5`crx7BNzB-&B;k(zi!_W8@-1bPOv37e6z2O5UNQVIj zt4X2Oap6(xc~an~2>%mr+!N>r47?eg;qRLbn`+M#Z4=I<*H_vdvRTg)3G7{FM9ev> zM{i*1tJNJzd2(TsBVTFPFuP*nJj<3Y*Z_Sq2J+zU^Rr z$+t__^cZWHn*1!FJ~I{UsA)n8bC9QiNSME`DWNn`?ovUdiCNy3$Q&v~=LmC1y%$i}F=LS3k~S*n$U(T`&$5KU zB4=2(>!42ScRwhXoZ2Clw-5Rnx#dM_&&OUHa9nwvvD=assNpLq8dy35T=uz_nXytC@?KvNp%|6``QN45Z~1VQ z`QCQ?S$P=ur<4TwI_}@vw@dMIfz@ZRQXl>sa6cIt6 zb`lYB?T8fuA?;p5fcRkXZO>t=3>cv>ZOZ-?>7ZQf>G)Wm0kAM=)%0_Hd*F1q{`tv^ zQXn{0zAE%fIhgNaII(H(PtE%`X5Ume8+ZOP3y>XW^B53@!Uoj4ddfA|g)SgIU;WLo zM_SNp^**y{hGk&N=~C27WL=6TdWj#-uTcdZ*tUeIprId!I@ooCzc-Yq8v(;z?d)v1 zq2nZxEvsCS4g;PZA=IytiL8+~;pf)Bt#VXLE%GD4Mf*3ge(qU+pxsyVjRT(Hpypt_w&R$^32(%Bps#ynPW}HAE z=E$yQfpBHc(wi++&@BRas`gwOuGC=i@JP*eSC11aX94=i**pe>q5OOLx;afVG0DA+ zu9o-_f-4>q%{E@=*Lq5{n0S3FW0+{H@VdhyvYo)|p4v#~-{Z#b(~hWi;0y8C8()u7 zCZ6L_VEJj3DexSR#zGp%Ab5^PgE}fMs5$%eg%Pk%U%p!Jm}gmEaf`3Uon)hf%+Y=Xi8Ho`Sk8JjbI<9Mbt0$K~jasHEZx@!0O;gDMH0hpJN)h zUcJ%#^W$h*r!NQTu)Zf$wviAr9ah~ny2A*%zO5I1`Pqqnz(9A*m)=DuK+VjlPZ$?` z=o_3osPglxK_m?FewWZ5&wZj(Prljra>X&&d(Hby`w8wJNZpxG@o?)Jez0SG^TqaQ zyn{^kYld*d?lBd1#_``e?dE0HPq65fyPdR&W3}jl$We+lg))rNaP= z5=bGNSsNP0&Cmn~8c%$;sL`Y!U?n$eyU85Zui)sUF4D6wrq^o)mr4HlZwa{iST|>W z_hxzn{N00j7K$)b4=JoUqqBAF;m@tx8BVyw5)(wb+qJ1VoV%Nt-61zWL1Z_*@H}QEF(i_wC-(K09^v$uQ`ohdPl|58;DW5I88QnI}CoS56hMuq}Ok}wfS;gzE?9p z*eiRdG%pWe$B@N{-D4_jLbC;Lcs!eY19T;yZi0<<^o{*0tC2er;?@%GIG5^#Vj}(c z4I(BU_q{+Q><<+YB!(X8-YuU|4<36~S-)^;qV;W)kPZWsF-W1UCehhbtKC_s6HnUf z2G9>^)fiqDS{MRjyyYHBeDt8#I}NjRq{n1{7fCYum7!d6>t+hrooD^}M915$$D>1S zAT~#us82;_%n&pG^_*8NF1(*m42|5qG=~bCP^UHJvbqY=W&1fUdmL*(xa=p#W%?t` z@#FyIGV8sh%Y^@*YSfyTG=NtF_lkS)T ze+E%Gl;Ss`d}(5PmB^Q)=RqnCb&~{b5=8N$KSq+TpbE zU!EKI?E;a89#K1Au7f8U*86LkmqD-Ga|e1xePM$0@`rzKjXU4W0MoHkJzf@~B=Iv^fJhQ|ZXq28;CV?3y;)U+BBIH)lZc4MpeG1~dQA!eVzK-?#otmf z(8}Sm%DSvv5ZNHNui#`K*wQ2VV~4d59CM<SDR1Hw?)fTsR*-ab_A3)K1kYdzzY&-t$_V};khw?z@{ z1YTFsLpuK+H;THZqS}Ek#N(61*(hb=IUbu*yHKXUb39Hjq6~uPcr?wT;)0s9PhS`T z`}CFRD=I&3`oB1otJk432v)&k{ROHgz;ir`o~8OtJjdgiy>+O|!gD+pUqm|p;#ggl zf=VjB5RVUYKA=j1=XezVGzTS6JjdhGA5`AJb3AS|qwGS>*{3gzfOGnCmJ;mt?~G#o zZ0wdVD!JSjyPw2}@7TQG6RwzETxR$%i}r{8@!6UU^EZIm`;KHL^!m?|rB8rjF}QDU;5hY3Jgt)#jC5Fku53XH#mdH9?e4Y%Ybwu2j5)&n z)2X+E<|jh>cm*N5a~`?-0~{*sjN>l)V8%YzC@62;CGd7l7=7cJ3)(c; zB(9mb5hPN7^a}8m`+*-<-R0s1kI_3el69`LCt z1a)waiQgz421qR@g_6@Q+?@1l8PFbY_I0bTB7Fn<^6p7%&TD`wH|^QF`5Wo=$7h75 z|CU??Qq7nCY&v2}Z@_qORmta5VsOIuXZBfp^yu}srb|DLdLFIGFZ1H3jWh2Z)H#pb zy&H!Ln@~y;BkGfMBXqNPzUArMI$9`JrVz!%H8%?)Ci?3hAQEx4Z3KyQe&cc%<7;4P zxj}?YJNFAVLVMg_sMnl^X{9APW>Zho8(VoD=`i5+YEtO^qigLsdQMw1J z z;f}OR&rwY59cMwr#7z}{M8c;qjUbUW+x(F6o+e_J<`79W5KX#FN}X~U|MwLHh^<3NhXGh06ejG-GkO@O+*t?MN5EudFbRL<-6 zS`cwlJ^DvbAe6P*U;J^uE?C{X;hxv0o#19|&?LY9L=a{*E#g8Y>vtjV6#RGOq$aR^ zoccz0ayZbfR`G2~yPzqtM#Uv}LfrXJtj=d8XY;te>2aX20i_=Gc3W=j2lEBye6A}C z2TQUY8QxP`;F>-gR5|8rW)PL5j%TkJJ6|UASrhs4iDU`N5(^5vh%BMHHvoAIG4FYj9PlNy=-PKpjoW2B3ZU6cC@kKw-7Vuh4^Vl`8s71T~lieW@ z7m$%?GcywE?z%wcyH^xil4LiXZYuvYvvDxq6u3lb%? z!}_~8yKvlFw45j$J06>(blJCm3z06Dx3-}qQMYV>ND^aqA{_>JuRsc2Z&pJQ(XxIO z5fL9sRv-||UuO{@MEb`sDw*K|o61s6hy(~bwoXulE7z!KERld7g{&``bJ*eu$R>?qU zlRd|^^*}p#vm+Sw68+oBULtQ#H>#jXJuit0I((@e)r}{AM2Na^A^#xCmc9G85!rJ8 zF{HzQyFZaa>+NPCYY6)!6V`ZJyb?vkwh3fJWSh)GAcQPy2@qD^@y9PKxIxu;;iYfp z>;TJ?lGfipR}cCY`KKNm9@ISGtPwG0TpY8H1*na)c?<|cVFSAOV3SzNHz7FP(Y~g+ zTNH%b&X_&9dMo_Hw-Gf}<40+*nkqrMJZKcfpjKji#z$5wafd!ljZH~I1vDTyoK-*t z=rS{-UJaEE*=&DS+4x0Yufaq*49!I;q)>XudXytBET7NH5jUAeUFiy6B1GX*;{;@l z_y))>%?@UK27J#!71F#i>bh&dlTSP>x%FN7Xn{_TwgtUY}Kfe;k}ED)cV0c90G z-757VkK2*3Ihwvqo`Q+m)6T~^ePIC-=WHGWy1;?*@99fgjHy(}{P(yKd7o^yvC{4Q z7etGR*CU^EU_2Ei(LjIW`30zAj#`Z}uL#B)6A zE}^w4|H`moDBoR$7rk`zA3rqGP>K6rAy9O^e~-RN5c6Baf);o}&iE z?T(jklDDO=5Bqo-h)>%J2L^b=pIb%K>-B>LLhml8gP&=>W*hCejqQ|^NQVKHwvj?P zH<$KXF4Y1ujRLnQ9Df=rubFzKDlCHDz%%{#KGJ1;;OcAX2q$Y^F?9MGxqD27opJg@EqaD!qF_tW zb@Yi?5V220Y(Ca_*=cdneO4RhI zS(;{dmGh%$4@T@BQ(+S_-txu3=H@LpwR$-1#f@58=gSg0Vno^NfbHqpPA9G(eiML8>DW6>yC4DyTDdn@BBYc*!gz}l^8PaEuiz%NCG5_*e;E3H$Jq$T=!gq(HjgXZ0uB^5AY1L7x9+8z zLvxv)Lo235fF7%fYiF{!uMF~^EnoO8RB@!q}D9RZTNn*u8q{D!YTSy@t zwb!Zah^XrzBSPd_CIX=gP7)v_cXa1#{yGfo8d6$6S|o_h+sD7~1F^1d0YF0~q-VE3^tc?>9n1BDIfZXBI_4mxq~O_Ciq*)ZeoRVBC4To2699V^&3t?m80S&Svl;27ou$G zbm$_HEl;^49R{4ejuZ;5nm3nijaU0!2y09SR7AY*B_l#J=o z3a3}^l?-+KFf_~l?@(xec?u=!_eGqNeVSd^NX@`M7UZfD@W8aOHH3N zr7!=(tQ9zitg&wk+Zul~+ix4Ge)_WnRDM)L5wT)}2`eH*VSM(ZQD&Fcz?S(_5Qyxb zhgcv+!8J2VW`%UKx+UKKOb=PRF?m`hT0B&ZlN4bAO6F`H1FGXd`S<)aEWDsY`p>`T zuV`Vi-Ns5;mSpk6>#GlutrcE}b2bz01ifyJbpAbX?2HdbwF6&>$J^7Wl!@nfoFCPT zG6kOFaj7z85Io1D`hF@ds5$%mg%PmNUrWy{-CpVO@A<3e)pT?U!76y1<4*Mic#g-h zqp6M)&+%wyOLbXzj>oBl8P_HV{W9Vb;m@Oa=#jFbQZs(h;<0q_Uin3b@dcl|H}uY z!+Rg0PiHv$>I{R&x+m!M2VGm4{1rc9_xcKcZ`*;o&Hle4Ex$Z&Xw;=O}!;e|9-1ArIA2Spa zTSXg)m~b4VNNoMEl^{`WJt?&C>=n?qd%SM*wqk&vkU)zt=8+|eziAa#13%Z@5`HRu1B#ZALOs6(N6qv*1R+oLadBmL`T@0jZnml~@PHo+ zr$;R{BTDs)>n@bnq*eM9#96J}g^SAJx(3o^l0B5mX1^p|7RGUzfHvu}Nl8>}1whheyVg-I z>-<5wEVC53l>tWUlR|GfE}JmIWeZFxmlaf!E-NUdT&BC5blE{w%4H9?lP-InM!Ae% z{4bY18?pOc94c%=9uu3KTBp@A74<7OHY=;r{|WMU2+Oe(X3CRM9)Bmy-5Px;O?2=d zBGQC#$}waP=em!CISh`9qL3(YY9K;l+A5^OfWL)EA(2#r4Lzw7V8nlIiOtos=qIFV z5_c`DPaFCz)wpFLyNX`Fb@<7)IS)j@*}^sHw`^Hoe$DxpUbZ_gY4I57li!tT_e%rd z^`0juZN;1mnf>W*X2Rcji<#`tDa;$O`{NucY(lO2$qpdI1Ed}vGq3QaFD>LHSBOf7 z+DS>GbO^fe=CBi{h|g9cVd_4EC{0+N&LGl+>F5q*j?zXI!W?5fkq!fXIZXiADogmFhoRKxnSTJJ+ig^b-}FaO7?61s5n>ps6Y>!gblyH+wF;Y*`QArA%`% zx8jx#hb(QWLB4KH&FK*O$ebC z$E~)rW1@D>p{&1S;$@)+B2l+wB|)Mt_qR!j-@jkK_9#t`^#vyTwUV}jubzFp zBC|s2^|6b#o-z;^W-kBra*f4PUS3q~NA4a|VH5g&WJ0L%a4HZzo3YKlF%1?J=~vl% zyajh0g;6`v6Ag)WLhI8#R77pVpAkiL`DkZUI+A9o6Qv_;0hKT}UN}P}%qc&R4g>B9 zC54LD4&}1lQT%9_aEF~=2#SgSeorA{;@g(Hh(rq@NhmJXKPJ_B7J6^2R#99L1@Ol5 zJk?}}-gRpJ_AHCsRL{$g2ul z$0J{H(qDnWK7wHc>?7E!8M~_$4*YurbN8@B2NA4-$GPjN#sJUpc>j40YC7>8k808} zsMW%AJpM66I{)JE19SJW>ngqwkA7}RsG8t89$zi{hH@yL;}N{2G6$aH@tJHS@(VR* zAHgsJ&Jj##cb<{rTkC%jme`6mmgPq^0`Xyr@mKXgPo40uY36dLQa z{GGOk6*%m3SAX$%?i)7yZ0rsRJcxxJAKT&=jNyI?tzj&GwuX&Glhv^bJPY zB)5mk=fE1-2ep#j=jjd94Kg)02C2gGg>svP|KnW%*oA%M?lBd1%27RIA?|QA3I=)& z?O!UueGBZ*!CnhCiS@G51c}ne1`@qVeqd&vM8_bLTP0$j9(#Vx`xso~_c$Onp8FXt zL)UGGpM>bZ!cbSI%voFMCpzm1(qVw^5khyX{BId<5(Ym**H;NWo=rc%>htpp!s}Jx z)gB{z(?wfo5*KYR)z4XI0KPh0r~%=Q^!4SR%~Z}etbyrO8=RHKJJZ*TMXTkyiacXZ z>N>A`^%n0CYJGx6>|TXKg-u9#*FHnhbGP87{@lqQUtFh!wmf!3G12UzL&QXxD@7t? z1xZ5OIk)1KRyklE4jLXSTuMLD?ad;AO$o(tl_Tr>9n#Ly`Y8vI4g+3OA%z_FxvTS9 z835V2bwV4Xt!W_#In4y?6dzb|c+Vu6_c64Py>3p>z@kVXH#SP~zyfZt-~7^+zD6?! zUaW4H3zNvFuh)opw{Dr*O!!gem*AJjyvtD8x;$d{N*pR|LXz4??@DFf1hJ+AWu@D= zN3b=v{m30bf}aR?G@Vs+WygfQ{X!xplmg@s37tKb1c~nHQg^1ymxA*J>WeuWsv=VR7BEhMm$;u=Lj6h>rH{aM0bwPFmOibRLxo@2*S-;faqj17F(# zp}-$adv;pF4B@fGzXr2dzaM|f)NX8_=Bm*b&$TtjF?CokKI6^f`ZkdRg$=0j`ip_t zeCZ%Xd&TSRgJ*2 zk7Xclgt|T>ypehz=`i5gUQ$SQz6Js@Nlugi@vdX{dhOT<_+<3O(_uUwU~ikYul%zI zpz^(nxO`A5sN?g^dbj%|Y&Ke{_rU!nJm}dISu2?d=bW0(JNP*c40lHwX+3%aYTYd- z_^enAwLayYlU^3*w3_|uJZJM55Qf4A)ULX{gfHVFoZfOZf6T3Xa5inx{`ng3p~}p0 zsDyT8HW4NC;ZOxC9BMny6NTfXTnb8;k%Fg)bh)q12_=d3HbF#^FypIa>o7pmHd5%W zv;&HWw{5mWMC?~pMIcP9{Rj}gZaqH())m3?Qf{BMs^fs_+iyGLCVc_Q1(%G)AD4iY zvo?L*|2Z3)&#OCgWcxSRo3A-(>r^e^zWt=*0`)jaT^693oXulE7z!KErc2v5*Y;lo z*JL!O8t7btUljOdLJ~g%KJir4OB5uMy+qgfBdCJDeNB3Mf@~M68)s`;iMny~P9w^e zO73Drw%k~WbQtjBOHwHO%`Ie&{JS3rYgpgwLlGgHIfIA@59`Ya#9=980z|Gr(yM++*_CpI+j6IL><=3lQEs1{BPJ^6%+O7})rmD7Mo$@FP@TkiRX9>=%O+Op5xKi zm@){S8=0Z=)FdrL9hxQLq#o7=Z)uhd{y9x`b|8? z2mxbr_D28*IuHiOA=I>>G{-9q+hrF7QS_iA`6`Dvhu zz#iHk#lh3fQ>>z(WP-o!!Q3o*-AB&7*F!2B^!GHSym5}A*Ru~H9R@rTO9~mB=n)-d zvI9u{5nWgCjeCQNKFz?(H*;W!<~=^Kn47Pd+b zE{63l-e><_T~1&B>`$)Iwy`F#`38@_tsd`Ybo$B}v3pE~opG*-T~@rYED9cTikZjn z5lr9U^`iNRgpo}rL86Y=L2JB?9|&7ek+Ea5Cw=3h`!mOn4fle&rOn=V&K#n3R@aoZl>-a%<^|{&ac^A?T=nkLyW0=Pjt{Kt` z`0vzV`UXE9)`jVK?F6USTWt{CbDX|@SZaEvk=<6P=GN!augs0jJDk zCQlLExOoq~gmJe=jKA1c(v5LN4&1T{6#O2x0 zI{(U_p&jM)^=Hj8V&uoHf%=T(qTklMR*2BZ-D4_jLO&kH+??WA2ew*Ev}$^DKYlpj zvj=j=tER_-{8WRvS-mpe6$8 zFreN$Qb^wMRl%972cXW;v@_zZ`t$>|3inO)npzA(rsmyruj9Um5-Ydo_qWZ}ka_)4 zPv6=C`uYoup@CWXm0+V@;L4yh?)&HCg1U7!eBTNh&Xh$-U*lbe2yGd$drXB*sB1Fi zvJMy0Ww%u*mmS_py3B-f2lzI^9KlUgY!#G{Az}ZLa#?*a>9WQ#9G5vSCtcPpum-to zBa?JlKs4pD4Zld2H9V$V_G%sJvX}Cd%LWgUE^8{IT*ff_%VpO_?7o9Tg-vK_xN_My zH5XVvypz#4))fr;eX|Z7od6Grb)$so;xA4l%mY6~(FP#sM-4FMugqaq0XF*--!%~Wt$DoD7i8yB!FEGl!PQ zUxm%rdKL$+>;m&&QA8Yj-HsmB8WtnW^nbMPSv@>9KMDDF@tN~Ix zHram{u7X8{s#AA)4?^L!(rKO`F! zCuz$9gg1`?33H&Z0gXyr7!t9m4hp3ISgm1u6Er9;JXLAb3t#S_N@%%IF;PPA%TgiT zpk_%Fj$>bcqjb48&V@*qz4^OQk_i1-Pb7)w3y}^3>{vkxH61vFB4Sk(gNTT!Pbm=3 z&yXNIHv|h=KW~Ny60cRHj=2XSOvWus7(HG~a&xfKve|dQs4C}uGKqJf$i2!}&X-14 zrM(x@@RHgOUZjh@((Z`6yMqNtkh6IVh=&7(4JdlYX2XG>RbX^v?hL6TH(<-o*JkIx zz6ax8QoTf4$p@mB_?b_6yX{a9Q9;|P7NfeM8eT@!jbY{>%9dWMJc(?nTZVKPP|AfA z8g-nqM#Yaygf%7wQ4!%SnMy>&YJUnuOg#yr!|?Iv7Y_CCG(7(OY|m}bt#m~r?I@4d zSt-raDOwJ2TojMm%_(u-b}T@AoXulE7z!JZ$&c7`$!&IE%O=TiW2+r7Eqd~X0i9F8 zEF%XsRp~zLrfM@?9`2pGfm#U_`zBT^!Tqex9H~rHKz|P=vI?jb#P?z@_=L*Fn+b)i zvaya{FO5Pv40vECDU|Pg5#@+e!Vat)AqFQd-W&cS*%(e*l7p-N%+glM#Sey8+?-+uvi$R+Orq0)4}adZMf~HS zPvP$0!*y{Bcd-EB&EqG%nFHnD(^v5Gc^PwfAJaJSBbvj>W*e{TT9U;NuSe>VjTK&> zB15(lc>Ug1q{D6L@c;3old2tfj>kKKRLaD2Jnr?PG6kOF(R(Ll5Io1DzZw-6)SP|# z!U))>FR_`*<0q-L{DVVa6?F!|DtMeao$3kj9FKK-sD2aA@%T8K>ay@0k46$m=U*Iu zGN_V@FT|sL8m3V|d9b8ZAxG5nW2KwLizjBq0+joEmx8%=<9c$ zvQM`CfYAgRzU$9iW{^H@BXIP5pG$$v2>J0J)*eVd;*K9N@+b1aiNlaaf@%s=4kqQ1>u5m-OJiIOBX`%#LR!)o_Bb#(J?`w`f8diHk)V zd);9|f}FYjXxx%; zG@+R29?~UZqHC8mBJnIPh9I%H>&mj8PeA_VV11r!rfh_EU=t<@P{&14+huL$|*) zfVuK+OU(jgUFI`Uc@B z@lT*!Cf-ZBY}|XwWuFvCmx(t}E?fWgFP9mN*!>X>6*i$qKSO5L_4q*kAa^f@cnEkJ z@G8?X@;H1Syay%B)kSFg^(o?3K51v5?{lU5RI@(}NR91`vrU6e zvq5w5PjMjPw#R)t&&4WBu_npgNDy;Nu9b6 z=0|y;${`iIpQs#BmLe!$j{UTf$d`%2u_#MOe9IuRM9hZ<zN(|MzX7gF|p@{P^YS zrh9=a-^^&?ia2iu3(yzN<}sl894Kr+K=h8XVns8Mu$$}6`iKf#ppnw1;MD@eomx;Y zA@SLk=p_yxQb!eZW`Z|SK?A2yb%RG-ov0fNR_mZ_`CHm&$=})XwFlB+K;w8)=*f>9 zWQ|#B<%BhwCHPT9NVVK0BBEI&1c3;Ozf6G8E4u#fzs(TdWJdcu+Sm%l7mXQGRPF~h zIWM&Z9@xVaOGWh$O>ql-S%7A6Hje>eC~QExPi9zNnjHqD$B6qKy%h=VN0+N)`9}hS zd3C6%GLXK&YO1(B%(W0R)Jn{lw1Cx0=+oul*Tfa5fZkrEz$&08==HqG#i(p_Uv_7e z4ep;}ER8@q3^+}g6sj!nK{;Zky$dTxC_&2*C_bvv8ZzJaBWr{Y)UmAL0h~@6ZH`)8 z0E{f`QAC`2Jew5}0WkJ1GsG(ED$Kqqufqlrs;BwL}P{5 z|MMr?3A`Sli*&f<8~-1sQ$0}az;ir`hEXXK&*||cl_}^s=YM?dr3^B1{ewOg7t}iY z^o0?yPhWq|7jHHwyYml@KdyJs8Dykdz8TdMj9izGNkaYR$aOox0MuoTT)%CObpFL* z^e7aS)R7N3pSK!Sl9B69e@>zVI&yt~Kb1E|uAeQ+M0TOp*{3gzfOGmvN<6DSoOlsz zdF1)WQkeU`ML@7(c&k_pSRHikfYLVZ-@Qb|o#@qn!1{%a3a7;FYxmQ>Dd|bpIPQ`I zH=nqpP_D`S0N`EA?6z(DST73M z`ud6qGD#*HCxPGa*}04i-eA-hj@&(_!p=ChU#|arVH67U+Jd_ng4_mEvMU6UI2h+l zkhrhkrVy~q3&=fQX0*9B>v;li-&Kmq5F~GUFrI^ z^!2k1kPZU`bdo}rtiK@^t55<**2aqNHsXHCMzU-;PhNsQjID;sA+Ju-JO12QH}52f z0Qx~Zhx#V@uX)jedD#SvQbRzcz%zF34{Eth=iV@DM8}f^X0*tUz7urmQ!Y!?BVD%QH|4T%jCYjZs1GA|v{WsB!hF5|Bx zU3T;?<+7viNS7^ML%B@!2T+mMLyvCdy(?#?*pOCdOhu`uO|R#^KWxXcY)H2Ubl*MdjestF-I@ma)WkG zttmyn3}D#hwE6-#tB^O6ylxQQ2)0Bz3~02M z6bg9~gFpm#v=Jc8&bH{?5@-Ow4L@j2t-23it+yUl61)SLqWcf>&wmJQ4V5)T5}t#G z$z#Q*JZXo?J#|-_kJW>tij13kjx|H$ttFT8BpZRnhH3u=$)$sX0p(fYwQ=4FEI=Zh z&0|1|I8fMthI4;Le!JHW3$8Z(2;cDm1mzy^>UXb##=rP(uuCZ8-XKvzU)fin!ZA(f zAW=BNHnyR3Dck2wq)QtufRe;wJyRk{L^&WG2KcT?3aQnrqKHsGHHnCbxtbIRpiF|; zdv$Ekr1Y2I({IMdLA%e;RQq8BbM#w~s^qzBUSkUsld%~R>gxo@QVJ?+#|K#L;B`=qHf&s97fqP=aM{;E&nV+It&=}loZN7 zdK_8f%*I!QHKq+x5iu_J7!eV-geef?GPe*Q&TWt{ea%}3R1=wJ;+8i-<*?eP4Jxdc z8^`j{#QJ+3sDM^qVi(Xz`ug4Vj;L%1opoT9 zjZnJ$^c_Pw4EQyQ6x#ouiE_l)CvmJCVGMSQotKc>Z3sQbOhnc=AyUM$#yKcuAe3)4 zCmqzjQ%4a|Z6L>rh*BUH+oP&1TLgeKy9w4H} z)N|M-E-ZxwNQ1L^49K4Y<=@j+_mtg&i}$^yw}BsF@Q!S@@%s1UK}3s**K3#R5sejI z-zVWgv=ey!P&U%}_qd_{j;bB_LOeS8QYjP9@#t}j$`p8xM-e_RWDq>Zqw6**E~q*C z^o0?yPhTZ#wyJGctNI5=>Doke2Ei(LY)YVd0zAi~{t2qz#B)3mWK z^87S-X`ATB_0oIjb$_F`Uy8H>!D6GQ>cvhMY4RC^NQVJ)J4m6Xh`Uvz?WO9=Urz4i$FBQMNgMR8Z^$R2wh4Gw7r)eFK}q z)rdsZaT$WdKGz*a!HmNodV-n2(&J0$8+#27eG*n53*Cz+$MlqQ|H9l}KIH14!g?4m zDkSSk(GU8w(I+V#)}Jd6ni4`C$>})<#!dkadrjObQibRn7;RoD`*i97X!_jdjpZut zF>W8|gwbY4K}=y^`;R^+`udOA`H!zE?1SIK`SQvD_xk=d+d9U3?1o~yHtVUL<$SJA zYsBuAI8@k#4n)Us>t>U1jr$V)H;G8M z;;uM&0VE!rJV(eph<>7p|Fiez@l<_Z{IDTYh$0~~6_Svo)Loa543VT%G7k;rvCuUn zNoA_8NFtGWCWU>?LYc>mMXAV8N+{2DuiNMA^Zh=*=k#=KMgU7 zZA%}2orQD-toFxR#Qzy6jSg4y7w!_6ov$%T)6V)+zcO>&#p_xIQkV4An120FeJ+s$ zb+G~WQLoaP%Z}YN0VE&t_!oNn6|F35sQJMlyJ4e0+&KTt8e4+?bbQ}vhQtmw?ezHoy@WZv;Sb(&bZa+@BIhMzJ~Mg zwHY2pruti&1?C+8sM=*Dh7>R#G45X#Fxxj|k;25wjqD-@z z`pzHReQ`hr;zkdJ4?TDPQ-5>s-2Q=6Lg-`A_T8Ir{PW;kE>rN{0=qbRCEqeLYfoc9 z@*$Idp`TgN%CZkJ9Uu3jyhL zUS9uotK!cLi?eM$MxNtFA@Ptw#OROPU0>QH}=B?Zi9y^X5^=EzM_J2>Q8vAUtFQIjNg%yUVt zVu$J&BKd^Gq~0o@@Y$(E(nP|;)tb=0^_y$U#!Dbx8FuXJOxYh`d#Zop`%V0SP7r@5 zWsoM7kX=E5_$Z?cmUd zk<|^gQE8FlMB&+1Vw^DebHi!Y^>>!p@l#_HksTR-I&e@eAo)aG=6j+~6#uCoC&3f7 ztcfGWQAACo{;6*u5n<^Pb`MnS)HYAI;xQ$}9hlAvc*@|oSCsPKJFt;;=gJx9KmX~4 za!1GM)eCNl{OHrw%S?*=fu`1~#T7-~ng4v%l7b?i_)VHhaR1fuFY(p$2jvFo-K(P} zMSeegb*!MsGZwm6F@z%Dyp8M^~vN(>Nxb5to&@^6kRMH7E>R4JPHo1;qB#NQm%6_5Cvqq?Gqzd5QaiujwO z`Zq_FoTmFXN0sVtjw%(^-yGGI$Vl}!N0p+9zd5QDP5jMKrD)=Bj_Qgg{^qEzDB^F9 z>WU)%=BTbH;%|=X-yBscs=qm^D|Dcu`kSNrM-|H_e{)p-=BWP7QKeAgZ;mQO6Mu75 zS2XcAN0s6de{)nRn)sWeO3}pM994=Y{^qDIXYT&ZQT>~vN@2v`994=YNXP$oIjV7+ ziu5wKoTCde9TF=t9opiXhj&b4R-x@n-HJb;Ni9gbnCgxfyvXvImM`t!k~9A)G1fz9f#-`c^retm2Fqx);%R(KMT*n7jg5lNYUXA%J+f&nKyn^EwmGqLpNexTb@&u`}PPa#*IFTPRE z^n}Mw3)LnslhMAek2)L$OGuDVv9&{%oxtq1d+F8?HR0XsW0@OTsR*f>BlnYki4zw2 zI1ktR@4ykHHAS{Eq)HH$hxn12is}*#6%{ot71ecO`9&JSG-3 zdMc`?#3IW;MO8#B+Zf3JiPfo=PuYlNBe4h&ix{zNCl)zk*+ne-h~*%$Xb_7I74c?6 z;>p?YoJ062d1jU(q4=%d)ObP&3pew#c(S&JnsxD6qqJ^Crq}4tQy1O-K>M2--)zF? zi;o&y$3vH-MQi|XI>N|@za~j19Zp~*DW9m4t;8=1=~$jo=MXfhaqGiE6F4QBkb~^6 z&f(8bz&`x~-tYGSXbGx6dHWtAJ{ht+U0lAX_+$af`S9kx*6$WXqg&@DVci40iw(!! z(_W+aJxqz;0uqpaMbzV%iUIhco@?U&;v)*@4A}nQ;TQ-_d+z)2X$pm0xqCy4`y0H` z)bhR1I`mJ9_k8sNX#nC{JUwTR7NKvlmbd6*@)7suCQs4J1ZZB7)6t7Q+PdEtrd^oT z)k@N!+8|RTt3D6e7nV04X-NTDKF;wCTW}B>^K|K^UjbO4C0*{1onR9Y$yH5X3UWfW zJ$`;2;NEqo-g5}ogg6}5ZcVZJ=f||K%^gS@cqDB?8UV+yTYDoEsR>Vy9K`Qd`2{_4 zWO_m^`&nA2qbtIovOxtL7&ZdiWS>Opz9D#8-X?#9Ash*+0i)M)ViiC z*TRaGJA>QWGc*m`qc;`&kz#Dco z(f}+5&ZJaE&m%53vYcPm^Cul$6zrC_wym*lMvHRmvfLeqA@R)R2UM?n(5nQ+^c;f8v6&6_DNDF+O`IGi< zRzo%ooi^DteY?q~QROEOAYG3vKg&Qijp&MLQdUe8S3ovR#%8i1E}Xcf>`;yJ z1O{n*>PsM>!8V)tIzz-VyLMRdVGbCplu>P+c7+dvxSuf_y>dVi!!TYeo{K8tBD77F z%3HL~_EbLA4|w__E2C zWCD#9d1U=d(g5~r9Y6BUM2KL}sK|fQZ8KK>^5#-^Ck6s9uIp`4($R7xH4=B{XW?7; z)%DUnc*`Wpekq*inKuQA=7%H>!3@&ht|0Mn*AFnOb^SQEe-u5V7p!y>pvH1+t0B>F zM`AjO1?=(1NKSauo1NqXhgalPTWm-g;LarvKtYXbW_Rsw0`7Z9-e|*4POOyE_bFZ4 zW*D`q{!rok35kcc#$1W}4m6!Jq8q=>p{E_X6W4oYAu9Z14^Dp(scwAMlcPBaj8j-z zbys?<@-=cC_>hN4G(6A9MPk9`6tWZAuE+xs*#vK5NgBWruFaAMQ1x9V?EVokf?)aV znvVQRbZmfqUzEZ-Sd3jb?M^d|d}(kQC~OKML$jOg4Zk4ck+-Fxgegc!O8>2b8%1(P zTGMA{II-G?7)XI=P3%Te9C+14N21~TPkTr#(0)LcJ7<*;eSrAW@9raH6C4_tC28PG z^f%G~VtL}ux<*DL43d?f8;z=;xMMa4Nc?o|rg8!A8gBs@bdp~r*H##KN} z)3NNeYqE`6|TI!!bKp)Z_=kjfb%?aAq!#U^3P#EX|iL(QUt6=3rL~ZUyd9J z#jxZ+Bt8|Efm;p)+vLe#l=ZA7v0zPSBgqLT%-TpkK)-X5WP%o{bdm-r4X0XH4<4_U zCQz?i<+&{kh0KFte6yf`4mZ?CG$%dpHk)(jn!@M4Il`V=31HKQ5CdBYu0F4QVoH z4_B4rFH1CZH6Q#q%{0*6Ho?ls>43YjER##sfVMSoVFp&$4KKb6KOV-OCe82 zcSOl^flD%3&is}f38_Ak0}<>c$AJt2nTC>`WET9}3IA<^m42D1#JEk0GCtB0!gFMb z^wjyY&liQ&^O(|7)~}{{MUJClGW0ZjCPkkLwpxpZ6Eun(8Mb*)-@8Qozv9D!7#x>x z5T?a9XK!U>E&p7Lk#5yZVLK$a>HZHD@WfU>tZFpp|G80Y@c(n8CssA8 zyypKf(uV@~#u^k|lyy_)>a8!hNX3`m@Vz)XO;n<4Yk@PJU zRozF{RrQ{|Ctnka4v^&HEA_ZdwO7^S?jW~M)uvC9pIoU&<+Us)F1jfl58Wn@Oflm? zc+L*IV>;UnTI?ZV00vM;$d;L)evu755)6iW^)r zL5-i%rsk#{qm{&arLh^~^Oe>J;j`~DYtp*P%10V&kQ$9N5%I$h^(pPcpVy&YhaWSc zQ^f0)Gw72q+XY$JaV%!ji?Jo$@QHBy-KIkgAnMBfWjO5>68jv#@BZ;A$TB;l(6Hte zsCxx(+L+o237zXUzp8%=Ti-e!b(MSupI^+oMbr&L->X&$xx6mm_6dBeJW>ER0^{L10JkV1y`%>PJ1}|iei;5oags}|?v_4lW;M)b0 z`eTx5=tJup{K12*@RRwszR1HWxWsdKXU^qV)S1G9f1+Fos%}kq5N0vTA&5{HJrrR} zpbaOi!R;dM=Sqnsl(;$DOWem@CzeTKQ6TQ)?1?3TSlWrjg1Dc1Oe}iDEm;MzY#_Sy z{|}?Y{jXt~3iMY0S#vM@+5eY8F5hoN1h|d}P>l#of(Yg=v1}oN38pupq8cEcND>h_ z5X*idsz74#WFjJ5OGV{NEX$weo$E4zM2JP2SQLn5d4y`jqD3sa#IhVIEQrODSX_z4 zhgh!S*N?9gq>BbQ%mx z;_rsUe+b~&Z0Qb%6U6Z{vFo_$>zbCSjAzfHji9BbV!#i6r`<>|BegudNXJ7ec}*OiHhhK?-W#K1&TPdvSg z_swKBr+u_Q9tnz7El0^GICFllSFe%=I6R>z}7&Ft_dNQ!=83}w^ z6HDOAmkD_GI6lV6%ZIF48L7yoprvNlQ6)dVF=2L(bU5UMmmgWfK|>L8k%j-Oeh?kG zzGn)X3hkd(IA`4cyOnFxZbif=Lp-E7%8nQEQKv& z!}Z)6NxW7XEgrwmfO+e(Xr*UcS)#6u?_Fo%rkz_aiEkLCGsX+q(karCzThW4L1C_2 z@my1)6J4;O+kqb%l;ByndM3p;+0gCfUU5Gx#XTt3k?exp0#qw5X1n4`>?>Zy&O~v~ z=Xk|5)+t@LzOcL>_$kOSt}l-H>WFqd2-4K$&qq3SLwZ%lpD+^!WO-ck$QeWZxA3Nh z|8B&lQ8*la&wT7;1MJnnJOBd~7qSAaH5`p9!w|H)vWd}9}vi#dwQ~eU%8>k_w=Gl@&03s}WOu}tF z59Ul|Hh0(TLPwwMPuP7jAEQ*;$v@uQ`zMsyomeL!u}C*a(~8X-|r@zoU1955VHk?F*?qF-T6 zodMtQpqXxq!?R?v@-eXV6# zJscANzTe357Av;{^0jGbx4`|uakes4c!@0qHyQ_@&%f=k-C&KB@OJbnDxdxf&S`It zr?)%iNO0ydSxxm!opfqBng$TJdf@$^Kdzy&wFi0=Y?n~T*Ix>p%DwPLg)E=Se#Wrl zcol;9J#I3RZ;&BJp4%ty5_r|*WYnh-fabg)b>s^J;Mp@-xfxIH_sLzuu#p5wxS{rR zXK*P>v5-l+f6x+bE)GrY4eUcsPnG3-l1kx}8Cf1^oV4@ngLw3TbDCcRo};WSv_En- zM?s~}wig<%rpV{DX{?Ia$bUhqI52dcHTWwDQdl+-(vJ@nhqmNDNBgPQ=uaK-LCWXn zbswIgCT!xcV9Xc$0jZ<3B>A}y;U(8xpP+#DK!F<}1QgzH>tGDIAiT7M3&J=f<6{oD zDmoT0WJo9MIX)%HZy-UcscK*MH9rAOQO^(dUp7K=^?M8+@(-fy{p^Bzo4P=7>?cWH z>M@KpW4eMGMCB6;EaH)(LyXOggB$qVe`IbW1&HUC_Q^KgivNO?{Qd!}5Z5#bl6Wo= zQkP~;l7UV!G={W*s*o3o8o8%qAG?IKc3ym{P(g*QKS!2tnbIKsbf6GeO4Y*i7xzQSXH`uhlkze$Bz(;FVEWqiBuKo}ygw8LEl`PS?`am|8)Uvt zOPjx+dV{7s1UKEI9|9f`vfRgRX<**U8iKO3FW(f`2h$7K&5Xp?8aZARVrW7#5P5Pc z`3wJxvVZd^Q&(Rpu6v3I=_I~6k5y0iD6?SQNm>MY{fhC$ML3kSX)-}5Ia_ym zfGwkF%9r`;i0{ak)eW%4*M*Mei8!*&2$@rex+9?%VcLrVA5aoGnpaFnGm>xc48Ph8hwT0&UrDV>h&d2qQ)mY>~Gbp3Ts z2#WNkaR{_&1e~Y+Z^xlGD2|nfHH3c%uDv{$n5%BT0_mJZQEGrN8Io%vjSpV<5eoQP z+W0}{G#a^L{_yMVZse4I(caGR4fxHHO$^8C;-0ny*_$EXN$ zdq#)PivIvUAF|w^wblHEXCm@ErMC1+_Y>%<#eXwhnnT}ZUf*cC^bL4f{Du!R++Bg> zH}fv!Q~Ekm{Km9LV26`4k$|M%{!>p3kyK9gj!X0%h*4eTO!u}oP$y27CtZ=|&N<}( zEQcSh$KrC4Bl}Y$kJ@rbuzRb_=1oA%Dek4=ca8oFQb7odU(%7~HJ1i{tc(aL$UVco zaC`)YEjhLZsre!$*)Gvbx>SS;n}vg(g(I-Wnk=V_VAlKCosD*ufRCxhB0S`guyb3x zmLT`$xOE8~HFjF>9dn^>{tBc$mzmnbte1%0aN9Nqj; zk&Q$aZYqpRcS3qLS)SHYp#3Hx5H7A|#UB-EL9~5`GNaKTundn!ghzLv&oK%q-JXH} z1<53=bI5N0cM>FD0ufR_pWyKq#?8Pnzuoh&q%%4vzy3j5^jEZwhY+&Iz6LhUk>z>2 zzR(k+!|_8R|yX?&RN@x&mpZ7U7M!=sOZ5=A}Yz z|F(1#cS3STIczUnsN26K`NA{EZ3tS^{GbwE^^oP7OP&q`CLW-YCWfEZsYZInowY`; zZD91O(!^Aw4vjzR+qz!t>VHAHufn+LyvaNX5_bg=lC;jpxE8ux_=5GNp*B8?CQqd& zS*s7BtwXwe1lA;=-%pkc`e@kvmhnPAst)C{Nz_A?mf(7)sxH)DS^NCbSR*LEoUG7# z7_kD0Wyjw7^&OQYNY}m{8-BqZj<%$C%m(%D1X>s8JNMgjV9SO@jr_DExZ2Q3lJlzh ztM9vZ3aS(%r3y?^5SJLOMl^d77?rB|Mhm7Rv~85-X3-sAC~NymB}cjyFwVJ4I`H zSRP-RvhtkFM3Xuk@0iMVo)+6GiSJLPh?Vx9!%uZGJjI)KF%X|};px`k*Sw`OT;6GM z;qPpt6UTdYF$j^in|SO)K0Umm0W%h7W$XQ7ZR2|E3m+;G=bm^ZcA(GMgRp^cbaM`$ z#I7}1R}ZqB^|1xx<*yS^DpGhLg_jdMVYt3VvWlHBts?9Y(69!3H7ovgt6@GweAV*l zOKCw0mktgz8}MUQ4%6wHdW@rkTDBu~x1_Kn`2YM9PGG`Ox>ozzrW|rt4=VD7#-ujX zL)`rQQ9ZQ^6!?iOZ&uiUUDd`EJ?tM@{I2%|#Rfgz&!vz86Jhoded3A8_Cj*}*C==d4ArDEXB3wod` z-nGrJORPo7-LFc|Nl|0lF=5(?F~r0Q=XLVny8-(yC;bHLd?DQXvW`XJ)^E63SL4%a zw;%hoRaH>^1t(S{BKn@1nm+b_41r>6ioz+VDP30&lMR92Mm7Y)8?qrT1d|Q%JCtk) zwu@v#@D-B{fkw%Oz$3CDo=E@S8iL|x6kAgiPC-rSIw{9r&FShGWHM7t|SQuL|yZNm~%nZ_udb7Jn;D0iLLN1DjQ{0SVYl^}ts3~2u7#}!$ z;;998rsGY$b}<$9t$-?h+}IGBz45q5nzIk0r}z6`-e2ln=JRej72d2NE6V)UMjDhIwJ^ z4cyTOm5tL#zhd%L#4kzg{}=)#q)>QGAs5BNDQ-rwHAUeR)ReA!BMFk>^MR0TN5!4E z`x^2%67@;_Y%7#LaAU_RC87#LgU8k5E&sz8Y$?%<5>hCzie@SBC>k|0_jEor zp!%oJxz7%^x6=*(T(8t4y1p$XSW_Y^y??{ot6rirvuO8kxH*J)>LMXNHg-B( z=#_4kw@K8L~eO3seN4YD{W+nV98SIG(cWVrpK=DuU9wh!X4Gn+7*p1j;)tJqSO zYb9sbG+Teq8?=r*s@fk&|s*T*+B2o~7Ox{Qz0-ctA4HPTOKOG`RkuP&e*3iGXc;aCJ|uoTSbY0F zM6}ZDN)`LUC_Ym@bI1bjoHldf@Kb{p#T{-p9ch4BLSYWI24ccr;Eccgc#8QR)O(3x zhZE8cvkh&Jv>-m_h#8=gJO{E9vxOy$#&Fo}0jnqbVMx5tXXG?43sDCf#`k>v1o#VW zgANi-@F`;YEFEr7E;z1_+_ujA8oW-m+HBF`2a1fJO?%gz2Z`|~Thw%p0^1sGYv*Zs z2;^WZP~_PJR#SBO`|cbj?DM>*yK~(*TrY9+#|u#*rIy{}2 z>&YMBkosZUKA$0Qc$s{%slN(rL*!K(>XV7-JplzcSH^1e@!pr2MWF&oQJMG9-k3G#f$a0 zbZX+Gq}V9wWZt5;W%5fxhvrJW5Zy<2cIzYw@Ue*ym)>^{_$@NuVfXBZ!sCs5kG|Ul z<*syxjvDYlaZBl$cly6D`(=GwkI)WcUWIV-m+_Qg@|I|B)`xe( zp`nf(8E6t?FGCl11C=ib*Vk=&2#MdE_H5jr0D0MM5|g|SfV%d(^3vUK_#{2x@2^n~ zuMN+38{TmSoAN~GgE+M=2<@#4d3Cl3YUjs3mCcpF!}cp;1ADWf!^`8c>#w}Zn~IHHV8STM%)sK2YSSX=q5v9EOOTCqk?~P_M z^Ua1r#(TY6`3>ROC~f^97aqNn_9$1=2|{NtXz$_{i6s7=rRD0j%h!>2_QlYY^vh^o zkO@~(_39iF>l42kmu84~IA(A0w+A5u*PTDJ>}8N=(4c^bts^*#4lc%tnE{e2k&%CJ z5hh<^^DP6+AuUXKPS)4}icd|@_x2uy_GstZzd~ifQz)XFgO>(d^qMc&@n$jv2Cq4{ zjhH$cy$d^afujd`GA>=oJureM>;;V77Q=f`#ZU9c6Oj$5U7kLr(eXJ-8mhh(#ga@R ziC&_@*PX1Mpio*}_~G~kfZA&{m-fDab>~FAEY?-Qh0ArJ^e~2tx*Egh#x9FXCc}JQB569ho1h z_h9(x0ktJ}=UQ(E!SM9#L9htH!C1E99`!rd!TV6zWXoNDsJOwE>B#7W!5W)zScDan zeSScnZCLJBrfgWU=dPOz#_mX^!8gtXOkA;ciR?&q_qzz|1FTQ6G~S2j5&INk zWJ}Q|)=rl2zDiUcaz(PZ@F}tklHY(6e*(JEwI(uYg^+fUpOL%p89ch*(0|6*1%AgI zPd#|n5Y{KCD-`1%c0ll%w~ax=2pWoz;?0k*ph$P&(Bbtjp>3;r(!Rk8IC|%aNp({( z9AUk-XuBsHJZ2}T?T>wgF$qzInaNt%J9t$#5W`DIcDC9*|9TdU%JVry#n52ooFrcK zItXAp&rwxARNsPCi@^&1$lQXxD{D*Wk`}?<_B$qt6H;+Oe%iGBAK$5fk1ICYB{c<2 zzh`(iF=2_`?;d~g^6e9dvzpo4QJ4n@BZl}xDhj~=sAa?Hhq*9*K(5TYITcJ3;_Bxl zPauYj4=z)g+~{*5Tc~WLAAE?@&yaP~hxa4v>uJMX(Xrn=&)QpvtJ!(U(hEKzNE_dd z+mZYAI{N;*N1xE_j|#uf2XMDZ!}+$gHJWYTF(K=p$GKM-q3?cC#Vlu}(4=MY?-R~C z&_8`5MzPQo5{u{tJ5E@_Ij*bR{SVB+QgFwS-h*f0L>;ei_tjL?MZNds;RDuaC+AYO z{ZuP3Wzo$~eNF)Wz%6=K#MemBpBB)2>Yd(=ilc5_X|e7{cP*8K54iWD`vSv9HD0$- zNWzrm^{sF&7|y3grRjvZL!-55ZMk>OZ+F#Ubxu`FqG6% z@T>*eyV9s~ZZrW(r+utOUk{a=;(qNdK7;)61McF9TVe0v-1cF9V^k2oWs0C@fE3R6 z7AsveN0vQ(kLM46$LJm(o;amrj|0otr{ibWU4f3ROZtO^0C;Ww@>fIBMa*=!-mJ5D zMcFpRE|u)oM9hKgIJz|n0hsrSv!i1pw=nxpD6pnuBQbGHk`?D`9%9y2rTW^;KEdD} za>Oy=shAq$I;nt*xsWO<>c}Y+2J@9nrgyl%q4;jzE4D(zV99y*VO%cmE7;44+x2$O z0t?5$RVu&lFolmC3D`3W&t>=B3elK>y5}}r=Mq9;bYz3lm!B8lWo|J`)?g95=RCe7 z`mhL1;^@(C>w2W3Ao5) zjc&neT`{zeRw{6uP6eihcgBX77(lzXO1Xc?8Mrd6X-luzh-Pnkp)VGaJ6PCj zz;}IxLB!@Jk9(9rPwd*esuXY3K@FcEuPm-AxTr; z?rX_EBB65F-rV!RWk{Uzy!G*YC&<^;P=(kKKr+8^oV}_UiXEgA0@Pbz_4Memj=)H2Hr0REio=vDGsO*L-N*FDq8sMb_b`nYU7psPMqy|k$gGXs z_YmXlY^~FJ{TXO6heN+q7%0=>7nY99Ach@__a^xVVeR*t#n;rhDZsQ?&Z_U2hVimj zuX_nIP&(3))*|)|%DK~D9W4F^!oN3vH@|WfGA>;fBbc9t&O)(8Wn4K_t>LQ(_?d;| z3~TJVE>$AVcj49aFKbY&SVR8r$XY~W_m1iGk4ofT&--h^wFp(sKmR&i9|~)mLe~5o zvjn_Y0&Oo2(+b>KRn*bK&w>8qSC{uW^`K;B^Udl?10+uWe$6k{2-KCvd?`weAZ+3u zs)lKRUPe2!>X~Y&))VO-Yl?+%mD?OK9^JsV&QJZTeHnUIA?R@N-8eEER=#Kv`5n1N ziL}bxo<(*{ec^i;-XQ*o$25MMX2GskcL7Ir_7J>x$z@h?5rW73W%1pMBJk>~`c^R& z;#;0$HXLV@$Ds$dxpjQq0VwRW**gA^ONgs+aXcWw5v+f%%Tlh41nbF4%VYErNIPUZ z{@E#ENDcjDewNM)Vt3yT&$Kp!U(IKfmE0Ub+pwUpyvYuDZFL;)T(g4Eb&)u(S;a%p zD{-$&wbBHQpc{_`r=@@?NkIyb)&JyBiRV6TVDI_+f~$fd`2(!oiEB%9Q`KA z@c@!KpAcMvi(pT(06&$N`*V=|v@`AQgM9ei?|4c{?hafy?ANc9kwYPg<5HGs`wu*% z7V&3pcyJlkIEUgDq`Sak+nYB8YXWfA_h&3xH-m(rjT$zv8Kk_DvVDo9DcZ8|QiZbx z=p>Gq1RrUE%h8-$vfnzRfLYOW>7ijv=#&0HE>=^psa^N;iJ2OV@bv_X2cLP(nxK?d4=qWC`WTr8_~cD}sx71eQn&UT zE+IPmRl$8?qN3-~8u>T!o;gD>u+VryzN#96`gpT8DptZ{%N<(TMlX@YoAjPK{dY*3 z=XW?m{%5qgKkX}R`v>&tpluY6C)W>LBE8R>u!^8iLnpfp=M0g!_XWO%yE2IVgUbc0 zLIV_wE3wgPIET{LbIoP2xuFHTvAc<*I}&`Vd2COX1-kyO1oVl2B+vUPuwmygHzc+V zDC%(zYyz@#HQa-G1rAC0~U*R!|9I?`AI z?W!lB6BXg{{6IpZ&2G?EtT^7tJBHDW{3yuG zAc>Bq4*Oo2mO}!^PjY-0*oin8tX{M#&%njd^-9{(_tBA@b?cu~52LitSJqFjD?up^ zg;EDUJwpQ~0u~RtO0J=;uLlmB6+8iUHeerf%ZB6EN1X#+r@_j`{ZZ+~GCG%NP@WHX z*CutD2&mIFPrD0VUECG+=o*3eGC$X$G4E!0nl!~F<=zbO{f88Fy_(_j_>qGbBAY=h zY+;(EtQk_9=^DZtUD0Bla_@cBcbMxVvx@iRPJ>ztb5+nORdCp$i*rjffH94a+s8zY zf%@isE}?gh;NXr@zM!beLAYniaWv_u3_M_4sH!HM!%Qfn*-1=wnJC?fDJ9dVm^8n4 z&00<2n6KH<^gHwuFrAjMej>36m<{QwbzU9`nDhE};==Xum=T>Hpi%e;!@}Dpnq>PN zZZ`JuPm0_C{X1=j?>9`NM~9em>jj4a%0GSF_?<|S_YTg2?pH4_ErrDuK~C`G#t zo|aAMC`CU6MNj#hKuDp3_`0H9dhe$&%o3G?Qgc68uw zwSpgYQ-_WIbJ!Q>67F%Z9ww}qGFbN3L!_Fo+7*9APbK?kA>oqgi?5>o~#ko3Lm4&Z*?@Jg8?VI-p+61$hoYOLDyd>NK|tDsMAJ zN#R)%lSh|n&df6e}hr?cHL}HMCyTnanEIoYQXZd;h zg)iK@e8a9`i!GoRe!Lf}JRncwkd`9B9bPC$m@R0#!G__dxL}457uatdS!ZG51bsa> zB1d0bM;i&g`^IL)z(Y#va}2*LJm71(id%aeMyk!U9=jOB*U!njodu48(YpPn>l~6m9x__P=7t{=UCx)!+uQr1d7v8tVw;3+&ZLq(EYlbPl#CW0gDIDQ zpXCn6aKNTLI=$g@#1uw_ipw)qmq8B?t@>;-Ca55+;ue26 z=0?~FAe@ZHXxRimsm_SU%s<rg%=WF`o32)s!g-xf zjZT|xfc%|pF4&XP=zv?1TE(v+*k={`DT)O*4S^QZeBq4Kz-29fK#+M=U$~_?VwhXn`2z6Eq5D>o4!NBq+9u7A1vcx~J1RMI+`gJ(pR!I03 z$?m5296H6RZuRNcgChRd_A|QmAWbE}apZ746ie$h-8fVaHN2PO9Esn{OkI4)v^b1z z2GBZMsvkw~XQc!*i7Vr>sWFpL?<|OUi)v48ss_H#iw7g<>LEHH_WJmp21t-MHs-lr z1F!H_?@G*ap<^N34~N+q3ZB#SKW8yxWr-YW2Qc=o=$@NphuPd2q!sIPNH^jI}|aBgsWMsVt3 z+(uy5K+=g7{ZaJZ;V%86?O_S&3|O~TGJa;BiRQ)cS>T{X!6DBoKT!^61&f8-2JHX`*+|%NgSskdQZnX{$I&JR)^JSk z{tQA9XFO)=!9wK|sdxa`4>7qq*7U z24MG4e=_l!Ms4>kEndACf@C4{4e#5DGfC~EfnWDOO~I|I6p@-AQ!sDm`p{x-3gYPR zL}`x`mt$kpXC?-&fy{Wg7ScQlh5c>XS^A~mtv+^z4YE;7jai|!1_50PeBZW5mVm0Y z4)kQsA(T}-R{sb`Bu}yJLXJ8@)1%2dZKY!%YzO93z)ef&yD5Y7z}d7yK)PPA&aUSW zTolQ@8|neNVtQT>NwMXX^o@<$_26)$}&k#-Y->_|PK8N0}ZE@$mavtq! z%_;nndJau9?CDHTvOy0%zwB?gWQC4=UM%X(4MWX0PP@t2Y(jh9b6mELw}Y6(P5$hc z&cM}VL;m(XPH=c&pv3>G3osw`2`bs<2A>i)=n`ZeKbL21;R;DL4>mf)I)G=e zJg;W24LG$qMaH>pz!oiK6I`^~^%)H#rF*CA{g1#S}HkjxIB zLN~I4wLcV1Af3rwo+mDTL{fTO;~6hTC?w%fz|l7QCxU~0d-bm9OEANEKO^8sC=;uRL)^N#o~OzqRZN zy1`1dSFxKGQ%9m;Xzp1(A~wCS+5S5^o5fHfYZQIg{uku=vn z_VJ4=5Rkw=#=zY51f&u%q+oyi5nS@4;nUr$V>3kZe0d*TzeT+sUaG%a$jD1aEE|V!g}!h?jv2IU zSvm>Gx!+FcTZk1{sJ85QAo&P>#YpqtyPpoKwlD9G$K(S+*%n3Zc>#|vpKa?eCBUZZ zx3h4W#%2&N%5*jV{1(X3z&()l(}C~D^!!z}$s)t5mTJ*&C(!!Ps|%uSW=Kgn9Isnv zg)~PEt1b`OpoPx`DcOd$$U*OX2UDRnDu^|HYegf4F4bF(K1(-5`+sJ83ERsO*>4dP zr(+C*2OF?6d^RweD#)ew)efk$-r?lglAS;-R(;Vn!39{DpG2g0k$ zlXTu511~!Z+tMX{p%m}`sNoyY6gg6~n+&c2{w?2!{U`ik==7UgF-<;zKa1IW?t=$- zkCds_sL#O6DLcQMlZB8d-_MA-UJEuJ?Fy>LUZNdc?`o*5KA^x;0?u!G94F9>YDQ+> zb*SC!S!G%9nyo*-s64@}mC!IOoxP25y8LsoDmD(&t`%>nwCNG% z_;oRjaDzt}k+z-Tmx3N)idArG@3S9aBBj}R9~!npxB0Z}VVCPLeeg{A*z`0aBu_;5 zBo2W3B4cZeG;R_iEmSZik0(J#_=bZo?G)I!7ABD@kd)h4v?bnIo9UenyC@gPtv>*YM`(1YDz!K2HscEkdCke>C z(99s^0s%GtP}~O_v%#f=iu0|31@s@k)0~EjYynpB$dkpg#c*yiJ-yZZC7kLre*Wa< zOL!3NVkDdW5>)jJTFhR*1ezeNNyf34AUz<`{gUttRfiijJ!r8Pv&;zn${v;b`_QntppTvwdM=o?n1Pic4R-b@lzzTS0)Mfbs!rV z(+isLjc7ud_nH&(2cse4nplHVqc^mO{W@8b9|+oEB-{pF+{D&WRntLS`$f-gws7lr$y(RO7|Hi?_4Ye^}$ zJ>@FWX@E+tE^l=E{C%7bo4Yfryv*&fGur~G$+dW&ZhVC{Us&gHN5mAug{`!o2^Rpz zkLzoyaQ9)#`u}3;%)_B--#BiIvL+-g%DyIBl9+oaqD3SkDv`9|{;JR@r6C zHqY4iqU>c!ge-+NQvJr6_x1kz=e@3R&O7J2ukZQJ=l(wDxzGMk`Q%LUYGv#V4fQl~ z=R`DG?tciYER1?aYl*O9&l2^?f&1|By5W+`sneuoOZuU->Nzl_X?mu2?GWDRX8&ec|Qso4mt~pY-2xC%TdqPpvhcM3+i~|2t$zIvTwU|1|E*&28U^ zH=3bHael&?(HRC7reeGs-@v&%f2ZQcYM3nltFL{f6BHl(-WBkv6Z|EroZ8J^!qQEa zCu!|3VdgwlOSJGSC~KboX*r&Vexmko)joodj5nc+-{k{NrPNt z=|s&L;{fL7(pL?J>mlyw5WRHHvq0R%dt0eSL=$o6g@Vs}c_-nj;$|mKJWs}5Ag>B#lOEuH-p_cfou7iM z8mTDAc>WPqEHvMHU-ko&sfL@=Zi2wGK4AtJt=wWS_kSXHOG-5K zBeP(*Z)hT*VGdX|W?Q1e=E2t0%O~168yvX(I%;!{Lr$@%Qsa>qz*Qjf=44GC8azb1 z_Te`Xjh9RKrK})Sn*L2P--Lwxu4U|GN+%)vSh;HGA)$2Y00xDOI>1ScCPY`5!V6ae zdR~ItE9kBDe`xTr49?zaeV$|13`zV0$KOHpY3P? z;~&*4A=caQx4iEkuM$c})z%#^Z=n@Lb3DS~z@{-2ytv@=p>`I9um0@5)G~#tR1GiY z2~8lH&`R6rcVh@g&FY%n{}!?SN~0&NZS6*ZM=aGQu3d$;43@x87B9eSmg}-!XbN;Z zRUmAcdVxtkWbS&mWbHnU>_oB5y3(yYdwvhf?K_r|7eh8@=DBFN92_5K17lS%f@Br}6C1 z!j&E%7su+tdEXCc=F*jCk!KyD&_y;ue1x3yr4>>CeqRVT`9xe;Giu;@wsixczXDkO z%gdf$ErYi58jb6xi@{pa!m2Hz5Uls495_MmLgMo)-EZN&6|cxT(`T=3iVu=nJZkq! z4L_N2N+V~#HeNf9*F9Y7({cQ)_ZzwE1}RKxX0 zpIJ1JH_IP#dmYvYv>e3M)b&kql}r3O7lfcRrtG&&h(A0JJoU#Z%N8Cx@`|$`@`m;! zr(Y&JdBck9sB%WIHvw+cZu=GG>e+T(8IrxyR%jil)m9Z(QhOkb;OqtOZ^dR|jP(x`IB*br4dO$aIUp4zkj?UHYBKyGB+j*ncOGAYH{($tdU($OrLC#aBC` z1CiegjWb`NYEx;^R#F+7ccX6mQ`dx^$4f@J5t`7aO>+L_KN?Y@%wED1CFw?FvwbL$ zPr3okq&DaVvn?aTx@oSdgYIyYt2^_Hc^_nH{V`EdBaxSuy7uz7c~F3>gTH}`LS1rc$5$8xG(0%y3Ey@Yro>9lcO3!R}P-cah&yiPa)Z}Wkt|3s?= zo=q=ewR+YG|9YA?>M!$vBmUwC4ISoq2fXpv+h4on?D2f(zZ#Uh;$}C5*=XOwAHPL84AB{nB@YwdSek9Tfp1m3}-x-*VJJEJ~^E=}xq6U@cfgLRV z#23rnPa(;M=yl+VoysNxF~;`duP;0VVvmSo;_lWvMA4Te${DnGh*3$4miwzbiF!`F zH$RL1fgLT!wFg>ML0dm;xIg?ODxIy>c#}p#QrrG~35+9jp)>wIJ2=mGA*%aR^Czla zp$DxGB9e~3MArmg`9410fil7~omOlMVNWn0{?dzO+{^TRZa+c-fvU{vrP!BXWGMkH zqvok-RsM{q=gAB-lG3La_53NyX+}T!6Z6mlz3{TBR}p%tGZ<92br#|udR}ExH~`w} z+84M8Vd>y8&Lc6tIRe@=h=HqT9>ac}d2Kq)bkG>EU^BDHgsW-sk8~QIK<3R;x!NbP zA^n#tQ_A(Nc;=$y!fm$$&~qNP4%U<}Xi=*7a+ufaIM%TL>ng_i4`wCh0nux~EriB{~;&k<21I+!1^&O^j($tA)fS zrAKpp1CkPAUeHgeJ0QYp><#_f4!?4m^#eVuQ=;{cfjy)Ag zmdDJym}=Nl{gXQ zRe8nci!Kvw*$&O|Y_TV1mOY$)cGQ9ReIzkxTYw|6n^iz%rNfChE4*+hHMg zjox{X{posfyA1~j#U%63y?Bjotx0atcugJ-mmcAvyPMF6R4=vkOy6iiUEgM|9xZQ1 z_7WP>oqtaN37p@IS>zG-_)5U_S=~nBCTU9uLXC2XlqLy&-UGJ5_x3^Gz&3uRC zq7SMw&cBjd8i3T*4Ze(>4@HkxOG@l+M3Zb`{3ailWo|q;xnODfG>*_ZB@NP6DlX+`1 z@eLY`u(bFt*@vEtwf4)84WPoSbLIq5`3lt5nX374mKOV{f$NUh$<(j>=d)|KzhHoj#; zM-uhfMES{2LWuAr)$0TzC^Wt~s*;3enTb~Wyi<^HUQ(GwL@N5E`q}6wO*r zYT&n8bvUN^8sZ(ac^4f6W-j3I=ASh3eJShx03jF~h%kaWpVLl_^i$9;D?S0kkQ=YP>WaR>QY z3!CEyw{R z36(p33bzOqFXGx>XAOX$xKT^*yJw)o=+&qCH)7-Zb8lK@*5}s{J;%%=xCKi$3dB9_ zHvG7K5nUECA5CeS**N~OS3#Ek)K#!k^WndJ{EKAuap^X7$&3HrXFUK#5>DN)Qc(Ay0HTsH}I2E(76Z zUel$HLivUaw~U*EH?E)K>{Q6<{tDuwqK}U@(?8!RkYLogFCP_YNjGZvimMZUZ5%&$ zY%1=rVIJ@e|8jaKm%VWfR705+s>(*>0v!{vnn={$I6+#E^Kwj}1j)78=%mRIKS{qy zA+mi;ffTN*r~h1}3hlhk7b!w4L3g6e$Maq;LrL_LZokB6&|7%6B=#W)O1Asfnf5k; ziDbG3)sb81;F#2dgO|(@%Uk7VZm~(|M$LPNI<^UTkoy!(7scb;$OZbwAZxwy_P;%7 zuSwS$>q{rG0=-+i{xLv)5%_z*LpALupgN>7tYotc!YgrH-X7M-KQ?jNQqOMV`e9lQ zQalTZ9?rKjv!7*c6zEzba~t3{k(wATKiIPS&&Kf?j@Li6jNDy9@5*0zD}68*}CTuyJwaM;v>W+Q+d1%_XI>ludturuH4K zw@EV)*j_xN7O+$fNP{vJmK zBU%#ECK1oXE&nNKbyenmS=DQJEh_bpU9V%~8mKtK%40iElM6JGS#LgcY~u?SxkiS? z8D=5>SawqC%GAaQcJ{mudf$}c+y@VtZW?bUiz#0nBZ&3C4?P(zTCEP4OEeI zp8i(4<5P4U>b@8kajs99DKfS_qhV|DGGw*|5-4 zc{M>Lp9-6#-xBJ2)F>*i6|e0@)={?ztM5t4|8$h;r<%MLLn+WtrfHf^-bKij#;0c< z`UE;nHwIr?&Ok`%R?(tO){rkzz+k6huyOrTf#=`vK3+`pZ9C7!HkQ3npya~)oQ`ZX zq*o-ti-+0&E0E%;a@!pTyFj{)@72rC+ zkV|J{-#cG|;)qi;p%pUtz953R!Ffu3!ymqJw`tB!`i}fMa{qP!xdW6xAM1 zZ!}hb?(ebq1a3XX^n$hiV927m=WON$q^b7VIpFLNq+3p|T)sv}va{A&Fg_Ij=MK3* z?Q%X{aeDt1NN|eI`)&@UKx#V~?HsrkA#~zL;w6<&aM_2KyZQ7-sNsv647z6xYyIKQ zePzZQ*I%`3U_4r*m>7P(JQmU+Ua-#(YyTF}0a)&%)RL zZZWsi_gUxf(2$r@*-!4*`maFC75vP<4PSwJ#rW~XmH#WycGX{MG3y12GYFD4`maFy z_Xee?8rQ;|lEuIThZYnqa7XKcEe}4kmhZ@CS9gRr-p6IT!vVsiznnYzwgp{k?s3%@ zBtVG7ZKg>+FZ9)V)5_YTZdfQcyhLJ5gEgMEJj}Y1#-mMvZ#Ol0(WK0&nkOwP3?hI72s? z^gzlPgt;GWJMzYKqd7p4_Pk|k!j^5)qe#lH#DgfeOiLX-d*-Sd9ZThi^Cx>woxW{n5>pXhYSxS3umq%idV-IU3LtR_KcfB{v^C z?f9&FkW7Z09(jWZ9NV+=io?EaR4YDEBKv6u8g_|>jhkxWsq!CpG0(*l{mDA2F=rS! zTJ&FmZbkcYyf1i<{p5#dbd`tLFMxnb?KKahSzzM6VmCkH$=l>g4Ud}{HE3H-sho#u8~8$5$d4Qayt!1wceV>n=ZwFIy6_yzC#F?JhT2j2ncZcHGw;CR#k;Hz z*XmHb*yl4-Kl`Btl`1-<+T$4yJ9BD$jkgIT7ii~lZNG%)1pKSbl2LAt{+v;)KqveT zh#%WN0UsZ!%4lVNhHF%>>^hn3;BAV9z5x&UIcYcb+}JBY8`uAFE`h^I`#G_SqfvjY z#d)JZfgf-(UEgU*Uv#&qFOpzI`xBh)h~#qITKQ=- za2)^H>qGS(CC(n`5j5|D&cx?()RJ*1`)cY%wJp=I+56Fr*Lwz#sY$fBDXJ#yOrhm|UQvwrATD-cN5_oaxg$C+f&Q!0Ub47DDQxCdVKgs7=_F&PARU zaqTi|pM)?Zv{`-PX7`0}GY%5UqV5~l?|9iUx7RjS<&XS@XHp?G4;goE5d$)sAj^8FlH&=>n~btz5&BKibi- z`y?xM`v3bai#2%~8^jq!?8~~#Gk?x=qd+xd77nGeACL%nwBuhqd0Waq|7yQKZU2$w z2KTeF^anP_ZhTI4Q}PN+zBIW&rgI^mvv+O$0bet_YHjIqjZcLRY&* z(`uRcx}oi%2%iax7x`9VXsdyKTJ-#hmo!4QQ*`Wa4x6ACd{UoJKfH`GJm?s53a=nW z#d&4gMsu{ywJ_@s$1yO?V7oO%S54f0((mP=aRFqP8T>%{9vgC#+rfS#jt@Q6>n}JR zD}eCY-$uttLIkAq?VfetZc$|V_D)Ff6LG{<*oZ$GbA@<4Ohs2I5|4|#qJF$x6Nej< zbo-$cC5)r`U3pjA{}4_(UR<vY@Cvys=PZN0NgWouj@h^aKH!(^B!XZ9?} zhoEGDBJa4EY^_#B*LzBEBGYH`S6hx2Os3%osgRnMdJ#d}>~PfsNiX71zq}W!X7Q)J&8&qdWeVRkQ|LxTq3oOyi(;e%-fmxCK2DM$ z?`|T@3X!C5@VX|nG>MSLIJP`-$`>PbS>+0+CrOaD=1NYx`s^oBR%R(41}wMD$n)y+5mn@qfZ%KE#zu5*^# zDNA&z5}xAwT*`ZgP{-0cW1|W`pnkY@g6TjDeA-pp|0DMyp(59*$*c8qmfiJ zg}|7e3&}h-S-Hu%!0)lGAXYd!m!ZP;CG44~Kd-UOxsKLYV>RwXKw)=uG zem~=d>SJbzW%nv}vu6euKYPh;Y-H3!i$DKjKdP z9e?7Q_W&94O2t{Tgu}T9Kc~{R-iN;t%5#TK1OrPH)6S>}7r0VDtLgpF6s~jyiBU~1 zpn3NqMvt;U2+EM<>LrN2gWR#*Q=Mx?uzc|B`5ZzXw2Qu_Wn_v2esA{xwVz&KBxg>) zBhUjhVHqX=^($w zi1UVd1Q_Y|6YKh2z;RP>cW~}SIGz3aiNiTnNc4+2LReiIMVm}wiry_dfzM!Ma9DUJ zga#&$b$(5S@Q2+Gi)9kvsh(eO&K3d$-lWkG<1hoA(Qm~~%11%_pqiE8OMa*rn%r@t zsR8aWi(U{aK9A0Z92VXzRg7*a_WpGr2|!OXbT*eYdn3)o&3gBLTcA`+ky<{+6R1j$ zm(V@IA&G|kj9;-X`Za7$S?plmMf?GqGKFA??-L zIpRN$UN~v;_uDUZ;SNl9z9C%>LVg2LIn?sbP|w>`IANs+2EIXkRO|*2HIl+yN>T^+ z%I8jTVY1{MrIsH8f_H&06}3^?GBvOdaADehx=R()wxne{rfmoM9!%Tvz73eRzd0mf z+K$_lxvp&jT&7CJ#Eo~&!Ng6{h>uLSsV62JkvD2_zXxi;I@I){ZfM)WL*doi`shLM z&t2#F&ZE~)rQXW!RY#{jmJT{zl18Gs{DP|`TQ1lyU9o-#E4Boz_Zb-HiC#y9Ye#+7aU7j!0ao)!OW9;f&vdm}U zSzwdrA!!{5`NmDawW>iWZr1C>FnPz+^o~ef?P1*3ukT(oXNDr0XgNzOLbe+mdOCeG z2zMT2L?<{5)%Qj7B8AE&^DO*C=LNC{j&AJ>c>6a?ynhxso|G6UbMUHc!9&geyglQ{7%I{2jIKy-yYTu_zWa{bgPz?Hq@8eBX9JQG=O z5|tI;6VqDUzJ2?^e{|)wej^=deSNDnyE=taE2PrM(265|Wq6YOyWSG28@l=Dx9g*= z3e4fThh$NDZvMe?MOnmpvvsQ$_g)m@H;u35WI!)<%L(SPxCNs1e5%-Jem60topn0o zlPPX*A`=ho3u*NJ?9pkSm_5)*H!-2Yxr$Tpzs2>yb`_T&`917w{YTtkFstC8>&BUG zku;mSUWVJ_E7!52orEjac(8QKW~}C>`8U%Zg<{-NPR=o=J&%b*TO-C_?>&j1pV9ap zweuvtUf~sga_hGx(RldcUX5qE#Hw-H=je|Dak&5QR-L+?|K22uaawbUUEgrNG)=9c z4eq$kxh=^#JmIKLyhX6_PzvO5Sknh{#e*_SNg92sH@NapbF|i4Kn-zR&FGyLFh}r{ z$P+!ub1vL5<4(P;TE1@F0?QQR);<0XGw#io>B+{O4Ml|%-xiBGz3$rtI2$vK8Tav- zTFkhWtA;UglVmP`S{Jv7@){=Yo{JQ5GdmBG#cc`9fBG(ahn{+5W*8kV{*PIrx*qHQ;Q4r zJuVPZ6eCY>YYeV>qR%fbsQ{NmgCU33eh`o>ENj&-!a4N6Jv3qc26quusn%Zt*8k$v zXe%)c;%77;2i}PR*2^AQ#RUP7t@*S{rqmIdlXRGF>6t*fmC|pqZWfS~{}G=S>QDYf zT9HHqku@; z4i)$Jjq+~+`=-Dk$?0fZh*n_w0eN%W?N0>qmNuN^_=m1d41PG7FH|>}|3;!yy*4)^(POym z<@~crI{`>Lc0Vf8yaVpWqho@~SKvzG$$b9bs_>xiE{ZEioOMD89mvU}mEvj!tCx z$-i{of~sF=k6Wn4Q)D<-qtECwdjH-e@)6dI zEys3(eZhGR()LF?N~SNLt&PfadWS{!;CwrmP2>lxCdXWVaCllQI8q- zzz0suxW}ueFylUVxfav5n`1tv?f40QOxuBs>X^12&zvD^n-B&!v`=B;R*buYiCfAx z2NU<~fF369T&eG`H1l=9bBiCrt>X=D;Y*ZM$k89Tq-HGzbrx^5X=_lI^Pxl(>%(HT zpyUEd^JkUl&xS+A3Ezst)d3*BXWIxhzbjbz$eL6Q$w0f#M~;Nl--mN|UD?!ngWuBq{Gt2$FcKSU`0}<^7EDscKCwNJ1>3f-r#E}? z!@I)=r*m1D;lbs*yrUzFI05AnkoQz3o_}(Q-GXkgX5YimeOm~0#EXkjLuDpaIQiGL zk>Adj5Z~(XHvFDUDJB{|FP&pmNGCGef1>|95K1I%VJQXAPAUo zKO+<+t{eBY13x7Z*|%9*WHH|^U0xvjHX#>!IVr~dO-2nf?$(71m~rRP7h=Y3yhi~O z_Z=6n>2-1Yh_5VLleN9|OfIJFi}fj(w!J-vFm0!}I%3-XrS}ojHt$7>wy!*6wm9y& z9Um*|IG2$c3O{HQXe$WKBS3ba_l;YMVUGescg&-Fc#&S)!vKIuM(D!W7H zxmsbz*4;mjJhDX96%6m|~&CBy@e=uqqux{W1UsMqP?1mb7|MyYrM@ejlPojvN zRziL>^M2IxhdDdVlNlZSj87e=jz$KJ!oQy0mj;2{<6>3G-oTmrLocS{ESPu(?Oe({ z0lYY0%Ulr|pr_j!lF7pf4OesXa)Q3$%$!6Rtq%0!P9I_GYVYCzS-Z`9=md+2Tf3cX z7EjWkq}J;+J7s!^5md8hFXKCi0tLKxh;P0W5tT_@79MS}#GvYFK_3nmq99wdS9yf~ zzc-0@)~|grTrbgl7o$o7!4A;JI{My^m0;cc;=@n#7#OzQ`FG}Q6nMS@Pj2ViAoE#U zzWk~=CgMrdb?isMex=H0MAFP`cWTteJQ?Dr9r0g$4teebL z!@5awPcjpPwUdgmly-8{7zak&E}8Er#GSkYBkrTWBr)Q)+xi0|Zv0kVjJQLz?J(kA zuz!sax5VG;7;*QEyv3k|MUgsq9ZHmkA7W6laN-ySCFrsl8A=FgKqDN0QAzy66Bv~! zuEk+gQjvWYqY{bxS25#Wy0BX51sYDcWwC=)$zEKugv(fh=yBKX^>sha4#4zL7=|H(r?{?vL~oale$Ih^)aM zk|T+SPvY+>JA+$`3=-dc0jf?0P8rgwz^fxiAL?J+15eJ{BC0KXf(Z( zO_?zRrS5er@BHO~!nB4u-#>On{b6=**Unu+nm^yao?cKxA)oUG~~d zD0#|}Nh*kdzLGAxs-L2T8rBLGkwGiiVb2^o0^n+th~f3)&IQ&hm%)+35Uxlc?2>kCv0V(C%WP z?mH4bpk6{AP3c919I22udyYp!>BaXI_k;uB`!?n{6~|lfLr~L|ZPyv7XfbKrEh!DB zjR(Z+ezL;e)tDpeNr|0t1eTQO8%JSDN#iq0Qesp=NlL7}C`n0aJeHIY;O)WhSX6SP zh7y&Wo}@pr-c26+`3UPK2`{R!ZgMSI0qZ9F6^F5I@`M|un>_L37uHRFX<5a($+@}_ zteZSz<@#wIxC^eazFr4zriiuc>%hIE=LQDcR13Cb;3g!%^Y_~^;{Lw+4kPZaOf8JK zbKQI~;@*_r*0&BNn@5aA)}aI(l`tsj5p>6(#Mtix1|@=2j2M&@7PnzgqHNuaLCO85 zFBp`_>ekS%`?m9pKIYqv4P@UYkd6CG9L2aFv{H!)`@QCvaeFZtVa9!1l?gNM z)KAS{*0p_fPcx=%^93eM+X|)>Z68#oXxpiUqU}02QSuO^H&C1wxL!lMib0T6z9%+Y#5cd5M=0qk!C+fNf7Kvk!|NY4HUBnhtQhZT=FOb-^c0CVt z0QkB4p^WWO$QMjGEqUNDgtRNJy1^cJ)N}vOo7aDEW+P30Zz_jzgC$~U^+qMGa$ABj zX&XI6kaQ$mY|@C_J#HDVBfb(-G}8^v^EDE^f{Y~&!nHZBI~}DysbqFrc1HJ- zRi{st+Mw5C7f;vN>LJ{YHnZDT70@{bo*epkZt^@|hlbAA--#malo;@&&|WMCG`dHL z0qZp>F(CVMN(^{`Z3`9ys^(!aAOU3$@?tSymVpTt1IGKUsjo*RnrVetRFbs)EhQ>( zXTzeBDft2{DiLC)L?w3jDN)I<`4?DHG9i_YB_&Ii_Ewxtk<-BU@cXtes>JzmK((HU_>}HyQHL7waZ3@i$?_oo8P7Wu3TVgzy+~&-DFy zuuj}tCSow+F7r>vh@1Y&AV%CF0(&vwE=Kn-;BF76KuIw-Ck7=Sa>-CaAX7=q4+@pE z4O6IOCYM4bquCTHk&tM^phT#H1%r|=c@*PrHFw60`wQnw%(zcpqZqg1EsAkxwNs3{ zNo5=}ZqB-K%(tH^SYp1-v?6nWurBU{t2~&v1qCSLzBa0iiQD!FMcg)16miRXQ^d^~ z9)f9`R+ysgwWfO)0_Ps1v3Vv!_`Aap+s;Nll>r zd;}Er2fs5l?EzCkBSP-c)iqq|n>DFZp9gW061los**73Vqx2}<4{GG}NP-mh_B@*3 zZa(v7K@8o>kZza-KC*YYCehl{p+4O&vf&>liD>5KonW&@qGz$hW+l0F^7gA&-SyY! zh%K$r#`$voINNXRF_&zHaO77NemyOmi<8^S|0l*K4cG3+tK?6N^2g2Oy;?c`?iy}p zG)G>WvSN}G9=L!jzG|zxV+>Z}(ViC8L5GCTC z{6>kmA&nAoYvCyox1J6baT8!Qlag^4(#&HSH=dOlivf3U*@ne{4X@5%G2nKOX)Ffh zQntckz?D;!7;xuVN(`8&xgU!GYZeu-7*PNB2`nj5(s?nmo|K$*=*N;0XJctBDbZ`G zCnqHYO)&dFheaiQSv^=(a=u#*i%RyyuwhZj(l&mqn{1&G>Rs<91+Lj)-6X4DCe}@= zzNo{x$&fRBST}h%V+!jgUqtT3y2%n_lg4CAAI;Q;AVVG25thGxQG8C?xedE z;y$8HA?_ks3UP}yQixlfO%x+;cWoyON_O*TV^HE7LxB?O6bh8Qo~J;GkTC^H)UP&R zP?BZ9he3&N0|iRPdh@;$){UDkzX&t#%>|m6aX0l)jC*oB#kj9EQ;b{XALAAur5JZi zDaE*DIVsu}FQ8~!ll&C+y0%@IDcYWTOwqQr21VQ2|7hD|<|P3WxAs5c#?PqU`E4po ze&Td;wqU6RN6Ntq^>FZkcl>E;_L?Oe{_f_O*j+O?Z}v0RT63K^d`R^E<2wp*RO5Md zrcn_%Dxci@nKo89vA2pJ9_W|g#5=oV4ctx>ACV^VPtBwe^)FC=tUTvLOyjWa+tq!O z*x<>lDqa|IhG>&mA(Yf9O^hG^%(`r_m8h|QHmK$Be9b>MiNw!AKPd%jchQP@BI(91bz7 zyRD&0-1(TYe)H3N54L`jDN0$tIdhn@enYE9S-&}(PFcP&yNE5{5QuAul=T~y1QZ7re)*5&7?99Ld>1={#ekQ`Jg^urY;`jh16Du3g~fn| zRZUn_()J{N+j>-Dcq18$O16jjU{Q(V;Yutj*?Oc5OG*kDvaqBiMd1yWl*|dFyd~%N+E6PkQGJTs=F!T&iAHhTR(}SZI%xd zZBPEAZ7T2gdMEuA$d8QCoVLB(twQCUtgP}~5JyFNyEmWnJNcdQYO%L-=E$G(UOLwE zw2S<~#Y^|Xi&Uscbnh)k#C zBSx($pB&0+p|08|1fpm~mvgMy7 zzv%1u`9p3)G{3>C=k(%Foh(%R!Q*)Mi+R-Y@-SToZ3*gF3_SfQlKh5`X0zGqfLgG# zHaL``Q$+w1#}cmQ@ItUs&w4X>>@mE*(sdwRY?;V?UF0k0SSbAYHt{`4+Z*u~UJ&O< zJciC+y4by&PY<%@-^+-EU5322vlL3E)DxYsG>}zMWr4Ht=uiR=MV(Ji#5+5&v&97A^t~)jq4EZxLWbP z8|5H4;v=}}LL-cBnpM>JSO*iTk=Ka{6+lyQ=e$hK8rmUr-&nai95o3>>$(!IPQb$F zw|XA}UW1Ja%T_n(5fHl|oKV;C26`fbq$8r6;9FxQC!bU~+$>08QFxaLzse?z4}}lH zch^Y9M_UP~^@a{9;czF?k{U@(k&Z&!I&!a-Xgq_SAjXqXKZ{_qvhb^(*gWuvpX)6b zO^4|Sny?+3_aT+Z!h=xp>lbYO^`yS$Ko(+C5`2GhZWf812z-=eU5wbM&NB$o=7H$* zWZ{gCa%lDZolteR2<-A7a;D{`L$}<^Ft34V@+RfKDIDhgD4~?Q-1&kxI3D&;OWD!_ zvd=p|CrCxYef0;+=DTCjt(EZXX7?0iq&!+|HFX~edD0Qi?b{uUR*ab5REE1D-`tnK zzNoiO2W*O`5>%fl-G`3s<4nxNDowq04}r zMlEcA=|Vk6{QgluMF6hrM>oI{U3)mb!3 zJZR7B=j9PQMbx_gvzXoKJyGDCCqwqc8)7Vv`H;`~`hPnUp9$sZA3b}>6Q&aO&)DBX zHd|Bg?~SpC!$Q~c<%CQjbhOPLr*8vGR)KM4-z-~>vZ+v(FYADCi?_c zO~8L9V%pyCWU;)iZ976JrtO|Mb+L7Ahr705+HULhQE1bV)lMg|6FWU}wBN@1@VO8raslG?@|k(3V3_;KGtKks;x z+gdZE)1_*wMKnNWTlcl{pVC6g{fgJ)PaFW@zdgIB4Yr~BYj3v>sX8F0F}-uNzi&d_ zqaH8e4gz__&M%>MgvAwVy5Hm;e`p6|O@6-fb{23pbs;^N%LoQ{^gpjiI{_uDp)6Wr zvPk|Z!?`gVHSq279BUP|N1-*n8M=&4sQ;L$N}ByK^kGGQ`*SBVsLrc<&UEn>aK3N7 z6qkPkvZT|Hp|t>rxhd=1ql-Z5)*t=u6YLzJON&v*VZ78@e!BFG94L(L0{CGFz1m4x>eOpb*FUa1l-(oL` zN7KLU{e=f;;LHKK)Nc{T;OwZ%VRQ13uf!hK7rEscAk0N|nOy@9%3o<%2&!2-&{jwM z9jEibAgaKYN>YA*T1$~e`m%|xV}{D8 zpe=r?qf`;yHg6@AieyWpiOH2NS3v+;E0w|eB^9x2a4rCt~%KGQYqPj79IMHG!IHQg zbNiE5w^k5wCrhp?IpyH8Oxh(c*gD|Y{6kZt^u377+`RL%T%m!)s2$9a%-nv&adUs+ z?lKSJo@us=qeeFW-XzV$8ypcQ&EPKG>Xc&IHZZm>>u;!QL^PFNwiB|QAZPB!g>1+z zidw{&-be$)QI(x}mR1Tv`+bmRM+WG!56f@Qiw62iKFqiSE5**Q8+YSwgc-NIXDeph z?{52%je8JGjbbt1R*Ga__iX~$*O+6*U9hxNzHZzN3I{Q9?|iKpDS;F(rML$sX&`yTnvH*3 z3@}JtSvq#}C>&7Gc@boP81QVEuKM0VD}&Co>oBzz6r&s$g+Gc1PP0YBQUPh^2=z%h+lrg*47Ca{;V zywHyGlS!JE=#heio59@t0WE0$+K0|vrX3L8A96rSst=-mOZaX+(GGh)doBibR>Q0Q zDF-XQ9N2P^eU9f$JTRz^&-ptu+ZbZ~YiSEoh%=XpK0Kj&H@N`{4M z&IQjBXS`CldtM9?i@iIqAN6kj_a+h0O+9S!(g)n5S;lrt$ij}R)Q0;9Z^Gjk|IE?S z26XS+7Y4QOY3LNcvbm0JDMXP<6&P15KyIA6YM8DB_L(dS*s(l=uATcaDCw~4$Dl;* zgg*u)7oD3hC=pDM!Jwp>@hk=B;JNNxnOx%VYE||E_UtRsx#a##ilTWU2TA4zpSBj4N zZ}Lnq&V&;-@B|pug}Fxl4wDCtG@7OJ_aIS2^H#2a7!>4j;aMkl1033S?Uu<>3m7Q+ zB0l~5Ak?}fbt?A|+*cIoby#oTKPH~uk-2*SUF`54)!`~f<_AZ0*%HZ5n$FOze3y9% za;Al$x$fjwEoDv7%4OETC91f%3vGVjn@M*VHw17}@L|qd85cNp_MSS!r&0v>gZ`)n zl%o)#49T~VcY)tOIzV6td31}zrbv#lB3RoTQ}Hc32M#dkZ6mxn%MJHFOFPJkYQy~Z z1Uh#HAGlFaB9;3;s?IZ>>i7TSgeb~rBPF4MP>AYWB2+3OBH2nt$V$jDn|Aif$jZ(L ztwHCWNkP<&G=VOOc+D+4? z)LXXaymjt%RiL;R)xm%C-yoNrr3^f`bCIs&>1X+2I(VB-)BQvmVXQb=9Mi&SfXxD} z(wNI$B7UxqQIegpXbT@tNce$Bta*K)?Z#{p{#$QFroX5ekNcTRHqkhR;FF&`PKo{C zM-}@%nCxVkC5_fyJUgN)fGqr*8xve@@mO26feA4 zGi$Rcvixy5LOTp~#m+;iWZf4ja5n5t((dl5lxRVNbQ`Fl3r1ow89by)H6H zn)l*Klh!r=NvRD?*I~IbNx9m3H0PN52&M44$L9O0KmPlWykZKad}ZlCi;r4)>&Kp; z^xcu0k9AL?Y!6M*q6y-*Tj6tke_N47cwKOa_j^QpGXHSfDe6^Sn^^-?WmD1lzkxp( z213w@D?vcqQ)dUX3F3}(PrQ7W3f%cjodDdE!HfXh@6YoAa6grMKma!x4c{yQ;!dIY zN8E|Oo&%M9?rT;dsKj2~%{!C|CHd+rDg>114%!2hcxH+Llz3n21So0F{RbrlWdQ&s z@~Spa+-_^%nY}OYQBz<^<^NODrzb-X{N~KH0hi#eK0i3yM1>X#tAc{|l`= zQQUcL_aWSWyZ49@;f`|O*=9@4_SsxD$TpWtCS*I+X&kbx(yzv^oIJ3$2lLJhiPcSVr<{FZ5{Z*x7y>;x|`TTQNGN8Z%mZz7VaC zo463avj&ZBj89?rrVzO$e|M$Fk#%Hc5cc7~@>lk?)8d2D*731M5j56@+YavBhD97W% ziP+nb$a{$Ko6zBQ^x6HoJX5PR;@@=5g!~I*7R8zAG?iT3cEgl4W~>x948P?(p`3>^ z+WSt6{!YZ2fgi{sv--jKyZ=mAxuiRuPALjfn~cL#yK>dk+a++6#tk0TX>ZgWtC3?T z>WD6%cyIb3))O7O*JWWP>V!D22}bo5nj>-jbG*y^*HB$T{u1X2CFGn-)7JTs51F_K zmL0PxCC%*%eOpt=jFrw5-YwN$q4ZefZ%`6jk0q+tV!mP zbXb#jzJ7rLd2RRqcPKQn3J3I=wMFDeiH!Vj`{p_o*?dbSzaClacha) z0pj+(cgCF{?#h%;&k5olkrM#oUi(E4#H}sAqDK(-Gw&k+C3vU3D*+`=1Iz#=oA(?7 zC<#$MPlXb4B|^SrppshKL7xFsD2A=~>G+e(OR{|y}A$|6(4JvbE);SO(| zfpFXGjfQZ`ugyZZ55%`ZxHtIx3-^JcTYp^AGtsPI)%B_(1L{jz;`I)CyrljfowWI( zur8|Jd$C*mMFPs~-y1>qiF!F0Z3y#4l!&ZkH!>O~MW7!Wjxf(W_eCduBr=fCd3K^7 zOkyfWt6Z?6ZidF?(vSFW$Gk?9Oc=JDS{1y+7lB&k#>`G#c!7erE1L_2YE`&(xy*t^+wF)yU&oz^YOS)s=X$MCdwb-QnuAgK`~RutP*-Gkk3xXk=_ShINK}# zZ~XSBcvoKQGplnxc(PK6{G6S}8NXyK-7&RhjyD}%mEO^L5B*l*l9p=NjZ;4V$|rJQX1UbIu8U2MJ;NbK(YjnO z%LGYUT&sQh_J)*1($;Zlx|jnqB=3as#JGqOlIxf9@C&02l;cf2c-@T)ZIpqFS#AlG zCQ6)P%cc!R)s*jgxppdB3jh0%JiON7Onr|yPD#QdYf|!{H>}B2K08>GVy3Sn2;iT#I0q@Z$}XKFynC`ZsSRQZURc)9^80`fRdGm z&j3n_5_14b*8QFZC=saE0Vs*To()h!YFz^;NecS}P;&6s7EYqK8Q*MLAbPvykgS*# znOfW;Ph+9DuescU;vUvwgyPn%U4!C2DpLx@E%yE*6gN|>D+7`3pR4*8h-_o;Cy?#A z8gWe`+mdf0AlqlJw?VeI)|NoF?}Z+cI_qTRv^s zrvK*(^#=HfkQ>W-XeOre9osfdRL7gH!M*t`Dt+nup-EN}IY-{eI;q5mOCI>P(VNwi zayuSGja2Q@z4{>1Q=l3~rWZf3HhmlC}pQtE?H2j!#;cjQsdj}-QV zCl5;NivRnN+!Z|_n6;-GE$KG$d|5C@F6Ws94Gv^t$0;+0*XGoVNZ*IXDQTqQvn&bnqmr>P|#=B(v!}IxANU{a>XKqWN0e$2pK?6?t+JgohUn>L+7=1qt zG$4I!0BFG8TRnsZB;$3Vbf5u8@J7&pf2z7bm7JYuvm;bVLT{iwp-MtG-rGp1l3ivh zph{jIIS;DjM(=%4C13Ydfhp0aT?A92FS?74Sd*D*3!8{FX=2O>Yx06v&1Ygw)^qkz z*ChEhK4%#YbMm|}tpYJ8`+g6=npB(hhBdhy=LEzpM%v&?5V!2@G9d2t*K~lmGboYK z1aU9#7<)z#_v#U*F9dPt2?Yaizf$W2;J(f9r;~sZhI6h81e7R0IBP;CsN}fK98gI~ zttC)NIRyiigiH?rl?XJ~0+dvX%>tA#-Jpl!KJ3e6M-=y^4Gd7+B(}Ry+)ON&p}1G( zo8ZX$-u7R34ZW>h;C6vbggeB=1;Rb@;a|8DiZ4RAf4P5waPQ_;g>Z)+ zn1gVSJM4pO=cgQpY+pHa^w>JBSLnsfajW^otN5mR+kuANNm$l>D2VaaE$S61e;Qtl z*&)@xbLnf%&S>bBce9n49V%9JC4Y7oyMbDV$9&ZX)KQ_{8Ij{=PI%X@e&dRmJxJ^} zC!t7!o|FD}q&UX@^n%^@C%7z?%VEzWalB!!g!IOp`haQV zyI&VIjM4S>ZI<)YAB_q&ooVX(VSJSijz&2$dZdY;v5cdV69)Ob9ZM&ohD47-g2vG81 zrzk)PeX0|N)p`6%=ssNMLwTr@ zDd))IM3K*Uwx!$u=6~NL#jdPJYsJ`6KpCl4Rrn(b4VY~Z*J>*!tssqx&`9+hD>?0%LUGFI*g6r{AU0DNpRddq7tGA$Gu>% z4IH;H+iPLMabH}qd`>v-CY4-J+)18G0fgcfxqKfK_o1VkL2+*r@dpi<%lDas(13m| zHlP6&GZzjM8c@S`f~o<@ba?)BG-$xqj&jg|6OHwt0r{%NKm)Re9RXF+$2;+fP$e_` z9-vCTVna|RlKOu@l?WVr0H#DOuNF+nzQfjFN~Bh!!Ibo_n{Or7xJ%=x!zO;88_0Qmq zfqEOL7jf`he4%EZ{}UiLLEJJeKI#ORLsi;jG?I-iHcjmGm@SIZGy*iWA2@+y?!ynEKPv;z5; z-m6miREn~hUPzd2$UwF{vi9HRg3&FWtoUJ{0;+MJuMdeXz~!5B?V`MzaccnQ2F;;* zY>91KJeb~)v3vQ;Ym|tm?PT`7 zl_YQ(3&~EBeEZBXbDv%sW3@4U)-CUj4`0B;sx(X552eurbDKeFo+`TV+fHav$Q|GP zw!dt3{0<62B70x7W2|-2(BW8k0nWZjHkJ-8%xgJ)eVYQ@zEYDpDSUMnKQEFZVkGksw z8q!CjTaU;0KaWpBp$!wYWQ8pm$XIJ~iccvReO2^ec#u|vDEsDJXjJmCM5G-1)|n>E zG&LZLXdCck<6||y5(<8Q{g6S)_ZTeujYnSlDD_rgvghMW7geNH*D}Veu7w{<@?|*6 z2I0iQox>gDKB(oVX{Z`&3ewfKvTE3vgr-|FOXPM1p&zeLk~u~MwQ+*v%crSfJ~+8b zjP9{KJN}_q6XR~W7j4mZD@O6lnfN;%6B9<`<(N`B7C$dKsIq}3jQ zFuuiU(kC*H`%tX^Bx#0w>-IB$dPtMWYXNb79+VWyk6c^LrvJWA5(=^pc5xj*HC8j0 znLbw7e${_su1*ABHgWy6;pt)OT$g$CJ6sz{Rf#;jXyX*FZ28wE}z}Ruqf-co+xhWwKLz%&k9|; zg=OmPWVRGq;8!&T1#4?&`0b^WJB?1?z<-{Ktv}f;iF#jM{-rKth1-X@hC98hRKWvfGEl67`5AOWroKLuD@KHE8(kQSQJ!si(nrP)5vAg_mR{ zG%X!dF8${LZao$uJMHX_ZkDyxx)}0dL(3x7FWvWWGh?u2Xg&3@(X#&0#3p-8(dLWv z-*g^Z${BNhcQHksPB-N^?S!cB?~PA>9B7MAmb3aQkbmyMzrLjOEZ!DEv7w#p<;^Hr2|aUWY?Y$zKm5g>DV<^o=JRSY?YE$L#DO+!`1ybLU_ONjpD>%~pJw zGD{W}*?!?KY3|^S-0jqd3$^HV5-FA})E@vkUSqCWkM|rm@cP|2MX~T%dgQpdgQOPH z(|n#3}tPPhH1G37g-;8SI8dy?pYnL)!%GG)u>L~piG2a==LnQ}hyV3N=!o*44N z315;*_3BGb0|!#0=Jw~S9Cv>g}S&tj9mk$1ca_Zl3D9U%E1b^0ftNJe}mR(g$W%v_%;#lYVT(24l&)tUN zCM6t!;=X=G3yQl^@?UX}AKN*bHWH2&$Ks*4)r?k%-X^1aQWa3#GD_l5+y`~VA>6^g zR3O~zoVp;~uVl0!-21Kcso_>bd^LfP?ZY-NAlv+N|FW(5$QiQz==5~_N@oZPe553= zrG67V*Z6x~yR;jp1z%&nEBgVVzxEeCrjz@Ss_vZ)BO3;g;-`|MiuS#T)7j|96iYaev*$(cM^;g^ zWE*}jbNNTal^S$2hgQ#TrW*<5YuL|8_M&wWoh7ZWqY*pDt=Y&!Ht4H_XC5nA>NocB zP8;ca(}%wAiO#LrIfG`S4hmlXHHpvzmF;J4j-ZV9eItVp`jG3o)i+;D+R=vDif9RG zH}pGFp<6sc6+Iu~P#D~mh^PBCq`ht>V3C6fvVPK`I6=&BbpP%o6yG4VF1IWn-Tjae z_^hf3eTo(F&pBIwD2&vHEls*SF#o`L``u5iP(tR(bB{dAFfZ$(=(R_=__=!N2+zY5 zwD+)o1oQHH6i0ie;{C=?X!*=1iyn)5^eX+-%eSO=NZ05}oZyc8__lo8w^}_Jd|34O z=Kc$@=t!8}YSonxl;JsBbIAJuimaGtP1H`p=bP}3mZR~ z@9fb2O~2a1i|o+tp))CJs@6!Kx7^`!S1n~uQvFNPK5vRaNlZz}*CEn=&#eKMs(z3@ zujVVYDMnC4gm@+xH~CCbPLxTVs=T~NQ7E*z@Sd_jadKwS&GwuA??du=TR;tpOh9`z z9(et{=#92^EeZe8e}(wN#cp2z*ovhNYAat;?!r=2O#*gN71-+GdwI$I6!iIRX5SP3 zChGO!83r^_&4~8xC4iD}US5C_rdB$D5CZj?%eOF*(U$S3iH_z?oqj;5N;Oz8C@dWCW~qi?wqz? zEb{>s=x&{cFwgqOsI-Ki<}EMvDZ^pSFC!QGQ07&M*Nvtvc-Y7?N8;8z9@uz0s-kuQ zub(KdjEWh-@u4r*3oXQ9ne#_2zuhT7pOS`R^r^LE)EWCti+rR8T~d=};1ZuOEc8cx(&5yIn)_ z%O6QcxL%@l{+Kg z`}=_&HC?>q=+!k%GWBjJ-+b0Xx#Ria>V?>a|2`zgJ60$M*nN@Uk@Dzz2^+Lj8nA0c zV*-tGd#l8AwxeTNZ}d&FexiMEy6r*^^`QW!)sU;#z9B!o@sQ^QpOO7jmTY>D_o!U> z1rWDnaikhS+}br9PS#Z54nA}XfIE11699L#OCkXGpi9|4D`_buH$Tm;v0AxEh)CaQtTifMaz?pdTqD;WD zw9*z0?ECsRn7m<~ELUCb_^D{>Rni7lug6vv5eMUwjH0<&RF?dGZ6RU;t(#FPxRvx1 z(VseG5PsqtV&lu_XOs6p%Yl>C)o)bMWK)@+Qdk~-n`2fs*x-jvuhI2l^9Zzweokz_ zq5$QOQLhXsev9I`X8xucm7%}C)3_#zi;>P<;aPIjLJ+=ABNr%Tq>cJ2f9^e{`5u>b zaq6|0`QR6Edz+Fos*uyMmnLzO&8V?{ytI0#1uX~1#-;3}t~a)ZXwAG2NLx5yq}0kC z4-LNlJ(PbGs}y$>7I>$j822F7#4KlIs_(V+okR={e%(^kQ1i`DwX`G z{ZSrfTwhK{@p*~!;=H2yB+j7x{*TI`k7-bUq`33u7#n=KXLQl*mmGfTKCo_grV+9= zTau9RaX{xUvLBha>WsQwJ%hTa=kUk#_a|((v_-Sx?<3!;G*Di+KkEJV(3SG@r&B^j z*evPsvgV6H-FGCx$VmDX)gg+hEzka_y;aK;HiPz{AtoBkQ55)U-Qpig=VrRw3zWJ4 zJ|t5u^(ohDZzIJsWY#l+7m&S$*X+0MI2^iG`Aa3`9$qPU78%p$gOXGd>Un-8Ajau> zp-Ji!4%OSlZl$}YBZ~DU)dHhrL_62{l~|KQI|}oOHAy2l4QujQ&wf~wW$zq7+bFl%G?6=SXD50|nra}oh6xT<` z0hQn}X`m9;(y39{x92(bFU%W{bXvk$<%P)*?tGYebjRC2N7=C)fou)d1YA$ z_d@s_gxlgs287%F_?`K_)mzk?@zQ)}-pZo4byXU!Z@n-Z+b#a-l)HF&F;rUL-V3|G z$q%FT)ug^YSK!C(n*pfHbaioWdn77nOIyQfF^KwNC=W7Qg%RF++3ds@CvBvf!XI#1 zAPBv)uHAA+@FCVarFLQbaVqxOCuO64@dcg=k=;}37>Lj7o3>ogyNeng+9efk4?=>Y z>fdaF^|5`C`I*H$M*LN@HOKTMCpwz4kC`{s7+r3dD?+tobcRFqt#`5m%2sa9u~j;T z55x$Pg)b-B4TtZ5+M-S-UDZrURihsf~Y%nSwO^dV2L;AAWmQkh{ zITqJ_o48VeYE{oxH>Q=LUuQS(3)Cq@;r-LKgee)Rod8pk5ONPp$?EtFm=Y#^5}1;S z*Ii&rteHFsQ$ofIkq1DPgwSmRRZ^&}9YU#uwJ)myW-kM_J1Pa7$Hg0^siGTLR#2zP*tO+~gGW zTS5(pTdAB2i2JJjJ0R|l$CQA$8}_W35l~|KLlmH7kE9bo$=~#1fD)%W762tF`)L45 zv?ZPbl=zzY1C-c(a04hYOHiIAdRr%tCV=Q|mEg|3r^wXeez9X&mniP|X$~lE3yF9r z?zE9XDDLEvC@5~pb@fo(&yS6{6WNY^wdEv{?M3%#eEf z*jG-nzDK1VtNxbKeY6eZv!Z0aLBB+-N-}OVQ1?I)3uW>As@jO_j%y;lfF?FI5$xD8 z5R6;yzoQI@cq6%?tUev}WTbBtyxV{b@?vVHQobc=M z#0QZ*Tv+gwW}f-S-RQ#^GiQ1yEtK)evHt$@c^udAc-2$I5>v0b?jJZ|hROc7Cmm$8 z@u9^={`y!xyd}>to(svL?RxdXf!oqZwiT`O0yvQ}C_FIR6!wF1-_s{A=u|VQ`lXXW z_?2l=_6$#8wvF2)N!p^tP?firc@tR)rbtn?KE{n7B_)Mhqw%G*4_mpa;_;BlE9!f)<8YK? zV&>NAFkB~E{e;kf&&(J=13ENIfCl{YaAt_mfJGX&Km)E$Ie`ZJ%t9eFAQ_n!l&}*T za5nJ;Xh1stY)~b?Q*x^bRYLp66I4mK*BwwL8(I`VmB@a33#x>_Ob}Gb(bo402;304F0d%$W8_da_op~@PgGORuO&L7h+B!F6Nr27tUVAnBLh7Ew`j*v0Pdbu zUx1Rbw2l!1O86hP6c&)FRAQ=`095kzn*~tG$CwX5C48QhKqWjWsQ@KOdKCaA3<>{= z`+hT*JW<@{2O9H<;`YjAg5q}L!BE`EUII|u6$f2&iQw@SK*O-{HxaErqEaziX@|Cwy*9j1l? z8*Wa-)!ab$7K49kUD|_<@9_Q>pZr2vsH5$_>be)dzp>4I@2h=?_1Kf2D@AfBYKx@i z-^&PbMsGctaGD=2`5F{l4B){v{h4&epO4^PoN!k?CYiK*XlAQk!!61iF^1zO64FTX zYcwh~=Ta#r8np5+sC=NjyTh~NX))V7%D3&--5h1P6#sSV22wX8NQxic_j`ZMCH?Q* zedNuV$v8tXB)9WiZ&TS4sjT+ecL`QqELt^o;MvL%Jbc4ue^HbwQr+`6{o_|7B$KL4 zeIwpY>WkUmorqaAL5|r*I_G}qBY}yH420tTVlD%Ud$(68C~lW;fuOigP5lAI&AVX; z6n9+aD51E?c&|?X9O1ZGT1nuz$#IWC119BuV<$AAq2F`RfD#s)K?5eX(}M>5x?d4A z;LZp7paHYgWIzMDXuJdsnAyt)rX=Xm6EG#r=U#y+k@3q0Q(~>^@07DZ=EOZ_r$Ckb z5M={ZQnmh{Dq$D81ghkq<~>-Gd>dbm6Kk^Y^9BZDO~%@iVNDJ(8N-^S-@^%O(m|{U z*5r{oO<0quNwKgdUmJMq0$(AAWWbiksOX0*YJUekm09U#1w~QvavkpxBM5q70NzQRccs>y=q3qUn z>-@FHfugsq=jx5sUQ(>q3pw7UJd%&J)^6k2HVVyG8Q(7JK?>{ZA76dOep95y)Fxi; z8>T$HWxjoHQy=APYQ6z+ej{9|B}ts$T!}mb=QnC)JK+3gYU@5Yzxlbt2aa!AwjLmk zZ^$Ix;V^&V{N_x;H#om}q6=dq1R9rNLIVsxY33Jk~VHd2)!OT`z zlk7zSuqN%M{;kQuqJP9)!s)Y05O?0h(jY*V(U+|JHzB4mO}Uak`YDnS<0Kqck7ZvvI9*4_gudCL|BP@@0gJ3vYIZDW8E z%eo@~CAB(pKlZ=UDl9Ieq4_(xhfMvQyR7TXQrb)zO?ih|>Bv?J_4n@Wv=?r0P!HniuXe3p zqyEK^sVj;-)N}X57egDD|NpuBmY+0AT7v5YdaC?hrZt+7!WyiK; zX_({3jchlT4D(R=(Zi8DKZYSu;q=7mVHbST_WoLPZXq^_I4&b~wUYX@;2Q9kP7dA9$h_eY zA&>v0`ENLR=eVow|*Q*d_ZdfuM+BK(IVKjT5cJn!BWMTLfIc5kWuHF4nAt3lImxa-(} z-`|ODyfjYnBYv2bEE%+ZFGm_qiyr6mlQu%GJv}BW_YlGjV6>4{)Bb!3wM0-)`PvvByqecVdB82 z%YH~%Sn{+~s3j69y4+peX^!7WZV64Q3dG%KmY-%^j=+Q3)%xy6A$ZGvo^=m4yI?JD zgJa}<;YK(lSUKx$vN66{oKD`mCm#v=?DVv$k3jC*7B=#`T*n^Q+^+o=DZqQG*iy#6 zRN!cap)<0%RhZoT{8j%F#;#_Y!ns+Zkx}zgRpF@9_!2kmmMZaZ-29|EG;Es_e$nR9 zq$H+~nFU`C*w{Zrw83}jvA7Ops|;)GNYO@qsz?HnUqD*8s~|Li0Ww} zdF)VgIkUN+By^35z2Xn`3+#6C5-;74|Dfwi_srt3;(j!8SRvRe{~nG>9}PKtPZ#Of zxNRJ-rQVu^ZZ1eG2M1IdjF7vTE@WGx zzZtSEEzed;WShgl2(n%EED*9iD$je9$aYt0FOh9Bj{SvbQmEn9W2=O4Z+xinio;J3 zJ90jF@dvX%js%e~%a^!5~vY9oh!EmOpDAtxjn_o-l+o<|RE_-bP}Y3)QK zX(MdJ%X&Qd`wjfeSZ%Z3st7u6$V|t~>x7viJe&LZE+g?mEFQ(KhC2iVtD^ey z&vQ28is-Df=cVa%4J5sxQbg&iF=~;wpsC$xiMStz&Gl-GlWsac?DM?#5YOhN$yqpA*C0(?~vm+lh7Q95ULyLtHOL1wBvS#k3l! zg-+Ub_-_g@L}tBDFPdB2K+UtISC2lgB#mgBv%kH620I^H(rDi#gR)CC3cpwLBZWhX z&7XP>q9aKBxc4F=5>WMR<`LmnN}o@TlW|2CtH__V9zIk&F?LB z@Xy8~$Nsge$ogZZgwL+isK&2;yaP+1S8?a)tp6(F7Pq#6x2#uj_0P@K@qJfus?sZq zDFIbHlNzyf=+hybU@4?_iTb-HKYDkc9aHq!M40DJOx!xWi+SO!u-i0A{T|(?g7O0> zUZ9SXXQKrA5Z6yODJ+#h5r!pieP)Ewk&tyqqSO0GI|dCK4zVv$#Hz86Z`ce;F{QFD zM(-QxskrX^6~hlC5&oq;9)EsQ`nNncN?%;2sBBd>S19^JnXpgEJGnAL*{qbbzk-hUsG_hDCt4lGiCv;6mWQp~bF;uZT{%)#G@3m5I_cAl+4r#==` z-Hz`-9MgwP6fL`uHvI{K4NBc;W5c_@`cdD|L$lyE-P(54;XMw;9ko~o#T^#gzDN`| z^E68UQQQ@$gsH_%!S*j`ptqxsyQWinn~dL!D?)LrU%Ugw?dAC|+zr+&5N6?uUN#Ae)9Z z?+@JhXhbc`DT(Zc8l5_BuMg}%D%OpSvd*=5&tE&OOGQJtu6J&8b>S%9KYq@bcJU|H z$=WB>?%s$C+48@daW$c_^1D(VuQO2Dsh&GX*a=yP3p?#5vybDd6LF^nN;;5&2glEo zkH?V2lD*1p{YfNz{>r<-?~`afkAafPw+SSE-%%>Z?KkqxYJF$K>x5eO`dNG)6G2z$ zSz`T-JBO}}MT$716g6IQ%NwsiEXcTB^{ik5PH*SS{ONlQomPHs zteaY`gjPHzCpZj%@jJMD`(rb;AjOux| z@PFR&i^RHKFZz*9HEGwtXuzc_U6ei2_iv@NjsCYx?p?g`@#doxq)o?|rZeV+WH;wV zE73Ni=K;CfBR)6br)TGf>KgiRC8PYHRNW8ErS9ebp}!S-z6oh%V$H<00>VuD?$jds zvnv240!P{bN&*wy**!Cf5=z79Dd~+!V$~cH-Kfp?m!%9n>Sf+B6}^a=&)0X>h%uBKdlemN zb7CkjeHzomHeG@yq8}I6KYW0;edRpHL~iLv3lpun`WN~!w;bau;ix%0kv8d(qdkK| zCaae|NDtxd+_StfTPpDG=)dp%e|I4(p5ynQ*c+g4T+O1#C@ijjPxI2Fsc z7FM;!+`zQ~YY%o!zDGx^Y&Ji>UWDxauA@2S{~SrTl-cTN)!~BM$sc)Rzv7^;R(E^Z zI)yEu2!2EWeN zemR?xjuf|tn&sCNqtT~MWF5M-Qsf^t?d^5@74rKox@Xq*CbE4$KinP4h#!idsE^oX zf@qg}C`Y`nA4t+wsr}o*2;=qb~_;#}8 z{_5#DN_@_STpq>;q{{QgHcqa+loQvEXZG=SQ_ja)xz<}3QEr{#xhr>gbdHp#?9p_X z`VN+zfuTdTSJ$IcS_fWrEw29eO=5W{(&{j49C9$Pe>5WNjNU98HVE(fjn+GzxN<^oF(88xcAnxRbA3)qg zg}+TysK7mW=^g-gv(6j<_kiBU%LH&&wZ{{{O-9Z^8-cic(p7=De|HZ6m7J5|04h0` zxioo`3MGgA#sNxRem(+FQh0h7K#9pkHh>a`bK+w}MdWP3G=<^z%KQeK8OdF?#3Z+0O2xr7_CJAanfn|xvo zX=EqxC!ZOlzLPrkSKF0Ev};`{UqQkmLhP}ZR{|DLnQwm=`?@)_wL|q}p8ga%eDk;q zse}5>k)!!`mR}zITvpF3&I`tWm~Yo^6MlprvGVq<-x!78n+={m<@FF7P~S}S$36&U zZ4T!(8BIr@KW=c_)1HsaEAPsZRd)qq1@WvpWTK4*`ZRTHLNYO{Q2gi+OFVYbPukLM z@)B34Y;6y8bwMx7pN|Qs7o)N}wm%wbY7i0}c_uejkLDAyckFzej5$wLbgq14N1w>S z8r)Z(BlgyU4RuV9P$^3)y=V0^y-(=?kNwn{8;#N<6Tw?v+|8D68oU&fzw+y20&Zn)a2hj-}{MssL%?ic6 zQfAyPbs9}~_y=f(yJO}(n;x1fJK&tZ9l^_W4>05AzmL3>?Q!-{@OJk;H)Q|OOm1Ud z7_zi}pFOIafJR0i!kS!C@qsld^nv9du_j#yZ^N2=cxfH1$vhn{Sd%;QcKTA+BpCc(bJW|mii2KB}H4t~Vk3SIi z1phP$*0-!|EjuD{bPI?SLNl1+V6-vm-_^j|hDmipH6sTm!!b6~vC<#-b zl2s-tC~lc!pP;xKI{p>6tW*mW_v3fcP~2JvYoWL&G8Cb>6YAxmxNpmy;GPE!YwX43E|dqNriAHbcaH?FCN$k;kLZuL}I3Hl_r`1 zgUOS;h(?#Ck4EYkGU$lfR@kbBiz^Ph&+m4?>s6(i;+{EUCXEv&CqLf7vTsOVxoWSW zCM^!J)@m;_k$G=7xii}quf?!ao;04sJk6}r-YHK}-47PpU1N7pdCazxZ>x@>`mbN< z-r7CEC$k@My(tODV|2N+e$0_L(WNeBgHaHEvSOBduigO*HDqj=RahfA{uO`Q*Fi$z zpC^7i{vw9fN$!|uf2V`2X2f4U-DZK_i7oPl*Vv#}^)=+Od+lau&k?RywI|P_n?H|z zx;-k2LVOnfBqcwg9NcpF@|VhWsN7Oedok=M#r)r$$o1IFeT#*FTj*olx+r663KLpnJ^`SSQ{7 z@6Fx~#CaW4qmg5p-J`3}WB zrSH0%$hOKgCdl^YZKG2}wu?Kd?+~PB+b}sxn#gtsoj@qwR}|XB_f+X7J+Eu^zyjAox)i)%%V5U^YM1Y6}4fl z3f#wVpWo_Q6+XSn(e`w6IZpp=Wt*?&gWgt=?%h=pL^U$wre^5@Sd#Ot<&Aar_*_$7 zwCA4dxK&laWa`iZbSE<~zauCVC7vlJm%Cn%KrSu6roMPRLr>{-HjaCq!RNo&wkw=o zrF>JG;j28Wj_z-7p5r|zjp%##o@Hp~LFEsw2#R%G#7Ay_*FKPb9lIL&)$d|Az+J_@ zk5=wz$1CTWNI!FMWlQ1*DyPKvdsQx2K&Fub4b z`%H4qVirq%(nq2$XmnkTJPzn z$eW_}(|pn%&Gcnnb`|tM1?jHKCsGYj)uDxf+dJK`TGmOkUy?yMLNE5Lv41$;e}6TM z(10v`!=M2-1ub$A8t~`N63~FNH)=owj?G1b24r~PKxjZRx|KH%8Zee+4`{&o3t^y2 z?ydNPDzR(1;!UWMX_XoqLY0``b^%o)X_3@Os1jibZ%`#IH&Vcq$Q`~5rlkDDGOS7G zc?(#R^lxQgO**f)hBeu_E0DS-sc$TCEPnxWQX)t*nwXR8!lw>*R1)_oL~NAz}Ixn^fHfUg3$?U8)vH|{Oc)C@*(GiURw1yD}^W>>HC};*bsN~(ML|MR)m z@sx(+8ole;GAKP`JZ%}*Nd**!(n{9v@^2_*N&MG8c9&9yHC(ii%B%ly%YZx2n^yfI za;T%z7C>{PjA~}yLy5|G+sXaw{Q0D@wSl3R^P&RQVD6OPIwXMGx(YTJtDiwM-nqNq z8(l?n!JA5acN!qsicO%n=htfr5sG_+HV72A^~ys~+>eBJSrUp{M`REbcWl;cLUEI^ z?SW-*+y~ke!Er0+(t-xG->L>0a1TQSXu#A|f6#!lTArW*xpzf?20VI912iDp@CML; zv!Xtr0e_C|1yizB+8<0w;)`rY!jxwP~2@Am!Po8v7`FU2Y!?Jw8KmpX)!bQ@>21@hms|ZLvh5 z8B&;K3mK>Axz(aen`0<1s=g;}JdLQo0{rfCse(+>s&N;o>d_)ePn4KFR;f8Qj$rsi5h4V@IX0hSXtU)WHrGH5=I z&9;)V=r?*DJ6b`?yvH`#c(_svmVZG>R+Y8 z`Hkw+ui&_U(f5Pnp1i#W9Cuf?CphkNX-ZcK$6d}a0*af=aSarArH(8pZkf$HL2-Xg z@&OI_*6j;uK)MI*M+gnbX08DmaOx5*RRfa8NxWu!paD-scY+3#y^{hO@Cc0&Xh2pu zb5JGcRJlQw#A01gB~N;VK$RRC48BjOk`-tfGVPxu@Tr}PRbMn%{6_}G^QY@3inp_!HhBbM8!&6w3TJ|ciCYKJX191l& zJ$H>D?lIe6P6TnQe^)mkh?|8O1987?TAC$*yZZEZJp#B_$AbX4f3sGc{==0PZK+K*SDxHnleL2tXImq2ezDsq#dxXY0}6gTy?h!Ad1nl=cxR_X|Z zJ4Z7R!d)Lz3gI?cV1;atScO8iS)ctMSMME9b^rMPQ&vUUDl=qeWEY*Mk*t)xGqSR> z5>Xv8vbT(o8KLY*I!}r0nM9Ob_9!#T@0_R4^}gM{zrVU&SASgBANTV(_s8RTUaw~k zV!MbW1hGvddP`9>fFDETZyP#H*7J^tLpQxHl^TD}9%FA9JBL4B=g+^Tu!;ZoYzy+Y z<%scrF`aNbj2wUdF8o$C9RH_3eGYdN5$^wa&%C*?d3*8qJb09WXnm>w3g~YwJR_VC z4<1aXdVGFr4zAv*A#F6e4?B2zb5hzO;031Nj2{|&j-Sp`bL33)ln3V7v>vDx``N$6D7 z#d>_J7(8b9GM*iu1lS60NG`}>6~T)8lxpi_9&F<>b}^VMh1Kun-jc8uL4)MyhAn>n z@ZYUQk^u2qc$?C>&KG(?X0NK!LqSyl>Xhn=9(e^e3LX0rEIxwGcQf=Ytc~Es_G0T< z1y6XqN}6!+SUza12z##7f&ZRh zu90wCiH45NpVPF2pTP?fevb3^lcE2&$%uC~kpRxPjlA8d0EssgPdEm+Ks$;2Cy6&D z;H)e7JDK1LV9Vc+4!ihQ_UvZL7f1PkIM&Y_Qw@R_JmPM>z6y=K{vCQAmIHZyxGdcI z8VsXcRqj4jjDsRf92jBW5P0=0V5+jlUp&g!g>_&4dlz8b{`!@zgn_nS-3|`fTF}ia zCwR1k4)O>JFTX9h1l;?YEZO#@zd3g*#xJ(y!uaFL)sWVCpV$}j07H?pQyf#Rs;W%7rqmRGe zD+aMW!>Etg=4+WnYzJVw5Ze#gPMQ+fw!8BYvF)MfKwuk-f7QYHQUcsB8C7x-+$R}2 zFO=ZlwfBzZaI8!K&|$iEQTCS|)N6CdbS%<@gVx4B`R9$`ZNt7Vsj_-ds&L~_(XKX( zepx7!o~jEyLimF0DvV%)ah^gT?-`JJ`J$Pzf)AuTE_l^PRtB8Uve@avkBv)C2G@tA zu`Zx_FXkJkfgNCsW?*bjX7Qco8K~&OdwO`|E)1|v z=i*ed1u@CSM*Xrxpj&D|I4S5R_~y2K_FRGkn86H>mSz7EGp^3yxre-#mGG1 zuPP3fyM}Dw+|WR8IWz+h{PQ80#wWCxgYwzKFZ1!`x0Nla}Kr|_RX)LWMLcycX+li3ho!WeJHpeDR-gZ zb`f|WvLL4ja<=wSZtpHR5^@_0Yum(8a5wh-Gav+afBJI-x52#wxM$rt5Zq<|2e;@o zLpak2bE6(sU` zrDd3F137q#KJ@Bi3t$%a9iw}VX|QbKT3y$TVnFhApH1amGce+f4brsg2c7%Z?jCxY z1prBSUPPZU*qZC;HBlb|l6)Rz?*7H#YfeN{+GIWa7DCHQ$1?)iiCI#__h;a&1yS%@ z`&pQG+BF5+JqaIsMbzE6RRIjLnXXTxIhXqJxMpjhi`UNyoB;rV!W-8J|Kg7QM&p3TZIXPThXHBNAFB4QXLF z@DENo6EhcMlQD4G^`@Z@i@hs5CoqJkjYlrb&v7 ztV~S{?7wHFV3s=tsd3Y)Dlyvdi18lZoQoNxWEH33Vzh+3Go&fZCrlt+VsoIzV`W$t zzW#jQz8TkVpD))t{usA)Ho(cYWDvJ+b@4fiNEHVE&F`j6_8sFH!*=_E3}yz?P_nTd z>-YmBBEjO^cXt9a@mrAYXL09$-y|oaa$by|&j8Wp&Y30nODB^?g*1*W4S|kNHe>D| zKjL3N!gBI8ZUpw2QD=2r9EU)tfX2LI9J-T*lLonu!r4EPjw;o?P?otKNy$rpb0j5~ zKEFm%a)iDfNl6XwZ6qbhEQ3f&oOC~Q;H3orGsik*WF;0`zmS#uS)EuQ1h=0w2MTWP z=r9!A%O?^H3Bi4|XAA{5<;gJ=-2EzMD7aaO3s7)(^Yo+OW@b5HJC7p?v3*ak4YB>Q z_$p$1q@e=OHntuz_)sIbp9#_&YX?H*7lZD_P8$Z=U#Ymq8seeZ4 zJ=^*S&zu$F22hY|A3x>U^(vROT!6Q(gVq@_hxWr^juln(0};icQJ_u_&YVC9s7PU1r8>9Vx740 zcOKNXw!h0O0gqmZ!+?<@aMJgs0prz15JVp+#;8#T0>*?7B?V-`r2KG>@fRIX%JPYA zGuIdBNLslq6H^L>DeU)NvC4r&ZE7>)qoE)(?uaie4~9Ps9Zr28N``qJ`?kF=!ypNE z_V5y8JP^)v!B*!Ey#j(@TDrfo7FZ=ROSiRhLkyM2GM_6I%=jX`(h{x%PX8HquBy-m zoKY<%c8Bc2LsBwVwH*sE_gs*}S#2t)V;-lG$rj1PG&6?N@8Rx<&K<(!Ie0g}7T>|J z`<$V#^dkZP_iV{b)yPG~qXl3-Fd#JQ+C$(pdfsE&eIB%4^x0Zm=?ChrO_5lmDR9g< z#;am+3VhgjK$?vIX~umulJ2iw)8K)7Slk8N6xb6sN5-vHUWtr5Qj4~f2rt}1kM1Mk zmQ3nF!d+lIg@l{KI)EVDSQz|c3mNzEDj#Irmx)gyD`}8Au#!|sDF=7Fl%(cKAt_OK ztAV5h_lFTliF=&}k`f)~KS)Z3s_2lENPP%L!QH&cfP%XuSBFX!pW7^F4su(tI{}~D z*jezc`5?GiKOF>j_52hH?u~^-6x;@#eF*M?jsXNWd&Ty8HJ)wJs||?lw*$+FZSAOd z#C8wITf{c4tv+H~*7p`-yX&F*yhL;z=*|b>neG9g>n3AvF80AcFjgJSzcDZaTElLZ zYFym}b~$CoyEZn#CIh1@YsePR%_Ga!PuK$3$C`lR{U!jH#wuz;ZUE+z(+jE>xB%}& zcV23i8@RM~(W|CK7g{%JzqdXg2s0K;d9DaXLvoHs*WH&RVcVN1{{jOKII_U2KCT!E z{6xf;u|!{Nfb+m=JLv-fKz2pY+CxqWP(~_t-@*7mhpSiTNQly5$=%OcA7-=RSE^2y z9EoJ8$hIEEHxUK6uQ!FPE|r5Edp+i_W^bUM=97vqfin0XJQyFjMVkwrWs{#93JC>0 zTQP%|dGJ@Hu;lVxUrz+o^9ibZCec7hJRQ5XJMISB@3r%g`~kBE?Uqm;+s7GfG*6qdgc1qzw3~*K;@FqCqa1G zm%e-R{dEvz)aG9>)Q4j{oOb%DOET{A{Wpi4)(UV%v)ov=6FAJMZ?>~t&@e_~l+BpL zpnnuY_ag`%P8h`K@f%5ATX~HUkd0X+`O}a4zYod72l;<*^{Rn+DT&n+p=W@tV(M1k zM>7yq%U||nMghvXo|gW%=LVy$y%yDu@`dx2VOp#v_n_cZ)bpQh_*Y?_-QNlB_5nP9 z^iZ2jn5{-_k}mcdYLhp;s9FeZviWg6YLnh%r*071{D7;enOB*Fjd&!=r?(q-^dw z3hpwNG!)zuLfR;}SBvveaECh_1ULB3je`5WT^b5*O~bP&xWy?HQE!0Vk1-_b!g z;7@I5%U`JlU!Qs>e5k`8ez+ADm8=y7OD|-dQoVl@3btq6^GK$Le>6hdO&kQENkY+u zZYLH{>i#}O=RE+7Lmls}x~~CKy?{4jfuUc(JzCtTBPqI;x_AWoONS$a7%9XE-)wUl$i8~4PCiIYV8GH(1U z+iM0{^H|KaV-ua_H}f$5O)JrPu4R}7@jv90@sQc=1NzKExogh~j2f4S_5 zx_CCpEd~FLgW+RV0_!+rt3c*BPZYxumYb1C?z9~8(@yZr9n zUATDFG~NiS0G~YT!X8(i^#x!4yf~@wCLDZDy)Js1mJJ?j_S&b|+rT-iKd*mKc?Mi! z5_^>UiU;IMzq`#KB@Z+VS2IF(E`Wz^Pe1(W>BeZ$?%Eq?DMG!s%L(S+wPAnjyn~l@ zKBmRGM|G3I9}{JIN^*TU7dLgGK{~7J6|QjS*99lPk2tLuwq@m*fJWR0VPo8>?J(TE z>Nqtk!4}LQnTWT{u`mC9NUG}p`N{0&L*0=@>tFnm;PjlE{Lg!_U}-ftAXLT+DEVGm zp{ET3UdB_V0YZ}UqG$WbNCfLJ&)(u`(6)0jOp0}eD(ssU(f55KSfVYFTJ0*>n5mNmxoYWj#@wG|m2w+N6C{Bx;jClJ!uV zWIRTPZSW;OgF1=7@C3CVcJrs23wCsULiUq{LJz0|ocVg%T9pUEB63xb1H|zDNk}7$fmiLU6CX zSwz9@R^)?%8y2~v+|IPqM!Eg7u7?~;fP3Hf2ZH;WLBo9l+@blB2<|JQ-3V?>tOkPH zT)-8l$_H}hSrY?p0Co4$HUH^WpIGGQA#G96B<(U)M^6gcb>H}$b)p75mTsj< zMQrenXw03}5jkkKcIAYTfdZu2pVE*XkcH7Kv5VE$nPB6Y-dkpeTPAr7P26nrm1yE-fa-*a8w+~;G|W;6qisPUkssf2_?0!<}ebaZGcDdt>9Q;DLdGHR27Jq(H4X{)>HBw)aCdZO z{!PK+jhpd$95U_=m3U;_3XNZpaaVGvAmeTfcSFW~x11Omx6JL}Y=V>=J!*xd#PV}5 zk`lVQJR~KY*=*4SDdE(mh$cvh?CVt|C0Mp3Bqf{TpOBP<%5jNe3Bhgt^&SdtpM)e7 z+!A-?P;iS-HKE|PiQPxRea6nBjS$>dj{QZ!4JJ2GaEnbSAh!2E-9&7Ml2akJ-8qa9 z+s0?y5Zfn&^%2|Ax>AU3abq1Uf_p#h6oQ+Gu}t7u(Kk$k-xKLRef+)cdJ{!&x<@cX z5-Fxd_&XJd`lJ*--T034monj7UYNu+RFLQl_Rr#K4}A%DO2q$!*N|_xE&Dgl=j6c7 zX76p>JxKTV`|q1XfaLw)iCr8{s6Oh@*3Sgo%QTjklSgB5KQ~T)n<*;7 z_}#o_;Ar|0^X8Xa)eL7F#_y^iEo0&b%yNQO2(?HqhAKSyw{3d^u14!PI=@L{6h`Ma z_hT*4`3=a|MCUiws#@s$hNX=T9p8+=48rjZ7I%dw8J*t*Wl5s*o7L?dv~hpDd<|{f zbd(JL2pc!kDMPezUvK}BOxU>Re#WDTdy?cInz&V*jnTyI8T15A+)soT(G2)LzzNNO zF=XLr23*V#LNlO+h#`Ik#D2#({%}Au;A#6!Gy@9VDy11dE;p{e8o>mM|g zu+5pHsU-aEG@42TGp?Yit3d1@0p(JdJkNPVLq1+c zZZ8)bNVXaIqH@R$3y2nM-i&4{K*)ZB@rXz~{A;-?|JGOlPGbUhHJVuAnXow4okDJy zeq->Lto8&>aOi{0>?jYo>>c5MbngNP`0zwNcu4`s@!T}-xuXDNvr@@FXh{M}T`?1> z;Y!GNog<$C1E8&sO4F5@MBsIOV}YkN11LTx4H&4$76bNH^0c!&_dqt z16@P$^O^(rr-?ee<@U+mgBNE;IQyz!gF7d6ugk~hK(7aLOM#9MMzm8= zz$MmNZlh-m%HC1^#im)p?S@NY*lvSNh*6No3e}tg6HIOCvR+lX1ZI%d zDq!|5gut-x8T-E&Xy2NCYCt?4hBHjQA8t*CJ(Luxi}>dSgfGQocZH0?pvZ8fLEdq1 zC`fKK<#Pmo<7uZ?i@%8w^ea-JtRi=VXQ`ZnQn^*2M8~%Fp7JGlS9zd+A)gCiP5xk9 zXD@;(ZgTu(TQWdkztY8U?j*RmS^F{aIW@F?^HU>npbm4DjH#3J*godE+VYX&zk?Ww z{2YpUnqG`^CtG?uhAtZy+4V{DM`#l+nGKAw;jf8PxX$825?=P7bp2_3{P+;{X+V00 z(yuY;AuM`JpU+Tx6NIX@mU>*#05PFOjOM#0V5?43>b##Z$Z+$v|*_jVt){}*+byCw6Z2cZw(RC%en}fJ-u3g5&UZ(?RU;QQaw-~J#xt72^$D05>H!t5dcd%K{_Qi#1^m>m+=kWybk2C%1H*i7Qpio zmNxCl4Pd@*Yc{`Q0(3g0zU#^ufik|$tineIz(<+sQsS=+TzWu>a81V=M*HOVxr#j+ z{QpR*&@%p>r_^ui-NRI~n1^w*mFJ6TK-G_Rzo2$j(A;rKB^-bL9v)@bDQCb0)N}Vm zuotyyz?tJBtw-*O0>^2m&_)gkSbum|Ef|>0?xxd&!n?)HD>{xN=e_51ZuE#^Bnh8 zO?D6&{4>ow?-WpN6%kk|qywS%Rk06Z$7n#*oJULjOGXfrDTCAC{*B9(WO~r9&IX%q zzIi29b_{s#8Kyl)L`AR*b=j-R1b?mWpE^%sA=Xc^`K(Hsoi!Uoegr%Qh?b&*&k} zty2*g{qV#cxfy-2Xv+r2Se^W?n^Ww+56MDnT;4!R78w8TVD;dR2T0j)H}3+2(D5C( z!=Bs>np^@;rn7wpW9v?hX*&bpP87YYr{!nx>D#fPaFan`CNF3tTk-{b+?GPYO+zb- zf_tgS5(PK$se|DDlYJN;+{Iu_o(Sc(n~*gjx3NHpI12^$$$2vr+{c}E5!{-k?Fep- zyjcYIE29IrZ!&(s!|e(fG+raNXT}cLCXXXVY*XvlAhxxtG%e5j+z0Cyth^sTv4TW3 zA%^#p%HU;h;&-)QDnO{;(Hmkv!dV#WL&Hi+3?i{S2OB*QN9s)Vu zjc*2BXMwwk4;QiWEC|^stN&U%i+_sI#Jp@^4hXw2mtE6e05v=;vQG}V!B-pQ{qHt- zp{W(`oG<-taF+9<%co!Nz#v(*UUuCdBq~=8u&=m*b8*=&NqG*?c2?W{1l42Mjk%tl zq7?@dE|b|kZaq;(l}wUL0e& z;#G14*u=T1vB%hghl}iAewmnpoL)>&g!v618BoogeqIp-T9F_7H+~Uvkx{MxOwxuY zlw_|2${0Y2V@D>jQ53-LiXF?|P%@6S`ecKW$U1J3?a)T$i#c4O{=nDxhIyPWE!$sD zVufDZzfVM?ojgq#K~IdI5dN~oGn2#XP89!pb4us?zn}SiA^}TkOYPHP3!qM8WNLF^ z2r!>vl&-nb1nXKx&8O8q!|>)>Mn0k;C`KXi`eNw_#9Vbgc`xugJYL62k;C>K#y?g= zQX-WRgrtNK8;GRjPsMr*K}u>KlTQ((q_8^)Ny+6uZUia8f~NC0WF@rh{>Vy1KW(Gn zelW_4f_tGU0R^|->(eN>i9`=s5rW%<{x=07xEGIxq2PWnwSAlr+-i(lD7eoU|3++o z7P3KXpR+lP*fw*lLu@}hejd*@whAQN2~#4#J@>;4!HuC%LvTM;Jci)*(Fj+jJX#DJ zf13$t|MQ2-tD`e<{Zml1mBn<#`!x(VQ`jlW>jV0YM76htmw?T)Htt6CP4KL%keUD0 zI-oYZD%m132qJh^PR@tpe-NsFiq`A?P0(v_f2R*SzW_WRuGK5Keu19?bcQa)&O+OL zw{EBG1xVz7#o4fb1)gTnG3a@`2JarDaY@!*gQ{0N?9#&Rq48N~`Wwg2L)>G|r#;W3 z;qrI+qNCi7@Ln}*=k#z8h%R-Z|7@Cxzm@k$LjqAg7#)fAIbxLsq^+6kt{A#N{V(rD zv7}dI07bZwV0ExAv~-XfY_H3Pml+bHihAV1@!vF=UA)i1+1b;Ntd(Aa_s#MKobGSH zpgUW<^q&`?n&$PN7cymVlUG|YuR0rEPZ42>)Hx5{3QcM$yh;Q!Q_~}Zx&Cllsm1V( zT{L8Gwv9OC5CvCboh3}%g5V~p2G*U2%oEfb8y`Aim<5`m^4HWa-hzv)WIa)=8@S_< zYAhd=F+lrMwZ!)wJ}8qwtncP(1Ui4augVkKf=iBDcgfsrfm+0}5g(-iI3r}ucEU{$ zmW=kuxl?Unq;_d%rVjgKR%k0C{!V;}+WSZb}=%)fP$pG+Q0}uf8*^u!afb;}c$#LL#&DAz*BFq^xh8$KP)p6_JfU zcdxMF8*f;d1kE#cp+huNfQ*=O>aOt=c-muj_(atd=wm1faoL;#sY8p%xT{OKk#P^F zoUF*i3wKY{Boc1%`UBy156D5n{n73{LAbHd*Kq(DcfhVOGH#6h7_ySR-v?Gwcpj5Z ziI*Ixizegq$JNZ5J^cBqa%_M9wJ#JCAr!=NJ=o|2f-co{UErri}1mX&+W+1 z2f6*#fsotybN3d_gW#t7aS+^zi3h>`R^%YKY3P;_+-2F+2=0444|e+SZ2uNpMQqpY zXd$+*7P%s}{Z5B!UrKI#`?TNJZ^j=zChYK|yu`Wv3R)$IlSTt2EVnP|c7%oEhFet1BKzOz;i zQjg(sMUA8NMm#idk|TO9mk8%_qPdD-06g*aMgPeBd&u-Uo#dJGd2mxCCE?_WLhw}n z*H^}|7?3fo^~;kd10>3y7HAGl1G%t-Lv#EbP}|A_J=f}*gkp!B|b8@o{L&QfbW}y^Zl#%;k3$gn4JQ+hTaLy#^SGNx~Kfv z$WRqF9g(cNbmlVbK9(C8LPQT3(^DSvHx=XFh)?w#={yAYIT<%K10;70x3|P z97<5QKrn9E+aHl}ht0Pk<6bfvMaDf>n%hY*ZYA4FWZcX~9mu#13h9t>%TM|u<8Dzu zjijWdw**PaEgKdjB}sK%NJ<_*x{8+)tUvg+{~B4zAJ!~nCG#@}R>C}e4OvOYsyhnq z(4yNYxThp!P;jg7x})G;%%?=b9d-CN3hrfgIuzU*lzAw)uN)DwB?Nc=`?rYg6XxNF z?LTyQwy}7)=T1CDaQ6wCBDjBcI3T#K{Uj0Gc8XmHZoi#Z2yP-q!&0Tww6KqgRrJX? z5gd2E%ft{Y4a~w{uvt@zgWc{8B@;OnFncA&L(B_*4nHAc=M{1uTIObwuYA>mn{3#$7;>W9!peQ>~ z!@sCDk>m)B_IPZrTSE)gjKGr% ziuhY@PS$P~D?t)E1Ai$Q7TEPYi)u zne>Ed9@qaiZRtn?8^piid63h01lPczmYbKlf#D5xR&M6|gE>)GGR!;Dk5O4_ac7b^ z3=QyiV=JjK!E>9d-*ijg*@4(V|tF0(|l!ng`rb-k?H5TgGrt_dR|P;6GvIh z_QFLq*%uepkj!=4;tIyBqI|DDISR8I@```k_$5nRgFL+{VQGK=}L zgkdYV@$FyskkdsN`Pwet6#p3JRK((s;D|fWXHBEW=c7OL3U#-%84G}qXr9aZn7YER zHBw@PrNpAD04*gecbd^s(irH8mXb364YZV8W&DDclKOkM2uleTC@Qj}sYKas4oxMv zN2H>JHu*X4Dr%D(;Gj(gKKz8*VRVtW|`DM{U8L{jo$R1--_F25d<5;6X4Bqdz|dPRiX zURG8_xxE*blDmb)2X~2cCkk$>9C8%g+wG@NaM#^>g@PLwB#weRAtMY0x9)>Oe+g`> zG#+&#uuWF)jMz4y+(T@WyxGklu$@sEgV-hwgNSWkX??_Yp|=@go1)3s1-mVA7yp>b zqdpA_8A#Whf9I`IAgqwz&~nX|fjXktu>Ic`fD<^h5O(OU@lEiTBj&Q! zeFG@;#6gtoyCbx+5WvPxpR|YK)*@TRHQSh|{q$ceik9%{u+$&GL=Vn==j{(XrUu-5 z8AtEm@6* zFp+(~o;0lI;CO6^xsC4(<7zs3^dEYZ;fSpiEL=jXare%#iS^vGsl_dgh)gCuc#BJA zk-Ok&SA~l+)afWVYV+SWNloS2`=hj_@GaLCmAauYID3BN#AtsaSWPPsJ{|7|Dx!~P zWk`jA%s-}DUpGR4lw%QRUO^DxB8l$ncMAYoC%Ndx?0kTM>%k1@8lQk>z($#a8StcN zFPZ_>emzAqpaRPTngMT1krQS>Ec7alLo?t!XEd4td%cJm2vf<)OULO6Q_16bN*=;g za#!66O(h{ZHC%+LWOlRxO(j#m#L-m39-)Djk{~TTw3PHSyhLrXpoI;!NhX;%)F!oD zXi%G+Y}CcKN&NHfLJvz(oeZ`zM0HX=_ycN_j?Xz!n|vLlfQ-ARtOyzRAMLNmxP4zv zA>(#*%0b3W=VFG8oAGiYGVbc@&29wY*2=qzg!|fN0g{p>pZiEk)WebzPGa#^LQc1Y ztmKFCHDo0<#wU@L2u&3sE8$$~Mp8lr52Pe*p#=r^V-`9T+zWOG!F|>`1qC-wlmrEL zLAVu`5ZuHP6DYWw{6C`Hp2#vpxy_ie7=tCieUAP)g4>^~7Qx+k?8rI+?nk~c2=09K zNCfw37DohkOOqgCTl3QjV!QUNjh=@02QW1@o^psv6$VyW6#DO!z}t-v&3uXDp=FZ< z=(>;rJ(Og{j&VPMQkOCBUGidJyILW3hWKMJG}||yFxz+l`L8)~GnfSeZqBH$fj>o| zfUJJ)#XNTy^KhqZVM`5894nd};8unf4K(^eVH|M0Xo^DfI2(9b_9yFNqX1xF>-Jwd zD-2Hj<(4C!rG<>nrj|h zm~EE@-x5w+Pjblsd6Kq%evt*tZi?iJ27bbhkEo8Ox*-XxV4a~|%1E;FG`?)golHt9G%tVd{*X3`F*O-4?VdK21YU>mnFp-p; zB;5DK==a#Lc;o&VNP>*}=KWD*+@-aX$hbAE-H>r}*DE69R&ka>#x2<@fTZL@K?IVL zu+BgvB^b}cNJ?JriyMtxIxV=K8QE>l# z#)g8Mx9%7U?tbzj6x^Bd`Y5>L0{u{MM>O)I;9k7pjDq_@s}*9qBR2!FE!=Vyv7KBx zj@T9;OG9jDN&VF$u&vMV53xO1NQ%uSz}=KNh~Qo|>78*prUXthNXJ~9+sE}@@m8s5 z7lm#V8#TN}#IRvk?KTGg0=iKT=e=e9F`R$3O7d*}5ROQ_%VjZf9M^DGK;&rK58U%- zu3dha{kSLo^_-<_(HJ9{f~gg!1`H6<an!>F1be@@jNf+^o-bNJ->)E$$~AyX2% z`H(euA=k|-f^s&GSM@LYdKS74z4x1lq0=mGC4&T*YYa`JgQ zuJ@F!et1y}t|}mQ=tOD~u1&horaQ9=V^2Bx&_o$x#yFJBN*(Gj`OHP={6_Bx`&GjE z4Fl(12jTqY+tXHbej_*#fzEHDNj{?Eo87D-!to9Mj#LF@bbdqCE`-i+inni}jT^K* zK^ym14nwqY@BhW2jk`lA4Q<@6EPH6;*6vkB6E~ky1e&<_X)Msh9T!51W5rV^uX3}`ChRP#bh3EfB_T1skSO?(JTNtw{*55iJ11hY|_{6O*! zwaE|h6Fo<;_&S+!EECnq0F#3{IiNFw+9V_61=J=d%%f174AA65Z8C&<3K{pV9ze$J zOEXJNFmAJE5oFv#!rP(*<7SCcM8a(+>&;6L?rh8e67HY+1xUEni^r6)1S?S(-bGe& zM175mU?nuWb;wFyn@A!nDP=v6q=ZvU3`t2smOPS@`vdXq1Szq4O^<^6!Mh|B+^R+E zG=$*3nr(=JJMNGK3hspzL6qCZd<7`CpE=&bqTv3>(~N@K>YF2idoZa9!5z__gW#qp zQA2Pq>kuQjw*u`E+pl6SA+{lL6=IwFl`mqODE3CKlK4#w5hX@n-JS)1oIYFbdO{0F z#7Fj$=h7J*{yBHIL`x?89BM(GkXBGA3n4vZixc*Ytijj(jx$^iP>e} z;~{{0XV!1B#SgT+^NX_$w+EpvtZNj#4PaZJIU+xsA0FDjed*!p6v zuzLI%>?eA0G0iCr>d1>GOy0yxSLymUBE!ibDC<>(2{F6}OO6jP1|^(_T+W8{-y2!s z?oqO-uEW08UHx$$Ip9z$QpKVn%bnj<;lc=I-p&1qlOFA)Qcx5Hj9DT!r``5 zk_+JV-K8!sjY_CHb*{eQ1~;INTaHSMQ301S><&qLB>>NlqqNbh_#3cxE6303^cI4# zE%iP>?E>KZPwt=g$87Lo6C?(?!~-%<-1_nUr}!U-3w+$#F#xlY)+;ez{2~36>ZVFn zGW=?6Q~6LO7n+WCh&$}wgQ_pujCD@rgNv5q#y!ROH}PjM-y;dD1$2o%N93=)hjB$P zF^KI9e!pk{U|yD1AkpXI(9(D4j%mu5@LPo~3%HI&%< zKlf5#v!nUM1<6GCnen%ko>nHG<+%k{i}#EdUGeX8 z+MV7MG`E3P>4&e=HR{8{W=`U3t_pDUM#}QUC>`|F`N$WR#0x(aj=oV_!C{0j`C@;M z(*cUlcN93jtz)8W9wmqs{>AK#vN1n%rTC3Gnvrowihl;f<~RQDv2{O&OhNd(veW-A z_eq~p2>f_~6NKJWk>Ok`{_#$Y`8SJ;Ch$&_d9|#gB>1bI*4^Xf z2{m}SR=&|_L6z>p7M(IfK=P`Yz32(n0ccch594n=1;^%;#E%lWfCpNqGQP36fbT`M zl|Il3ybLIL95NvXMt()?zM!&(fd2y>ulG%$|Gw<@tIzlc>@Vy-yG3aSf7+&mTu!rw zr)vGQ5-E*fiqmq|F)kihr?1&|g;5KCLfBxJ4$cAv6L5&)W&o^|bs74BU9kpLM7d&& z^qPRb`xWEN#0_w6&03(@!W>-K4l7|2HwVmS$I7+EZh(D``~DH(rXacH%+%=jLEL0D zg}rIRHilf~k?yeTZ(Lt-Qm-Q80&Yg~*~|A9|8QT)1-)-|tl^IIH<^m2&0zGRc1qLx z$-zCHDmUI7I&g-cMH~AqpA*oWzw0b^n-47cax=P8aYG#jXFqpOI{5M$!$rR;F8H;7 zu_fWvDd_xA?(s6F69a0(?!U@p2PD8z?CnDV@OeYU32sTka^V!&CQWwO^GZ7*sE`Ac ztvqV_t8o;(tPfU-e9i(y@1Oo8)5HpjTXE_An${ zCgqCq8yHrtO+)UbWef?)v)P+98JL7?FlK_K3?m!c`gi?x7VZ+c;v?;>VBC1t>6UY| z@wiLx+3H(=B*)+qM($kt#2JRawpVA!Zs`$ja%Tq2+4}z1O!E1^@V5zNgXaD28doBB zz~iyM9V9gfZ4#|&)m1(MG80=B3YtNn(VQCR_5L$(*4KSp==T})ruwlwclr#()Op^0 zulx-7XO~fMD>XL1B?Py^o7reWa3{puqu>_I{f-ar=fF8(0_FDLXH`OOW5K09DHPm= z6hbJtBbY1@+=qXpBDi;=I}zMrCkhbU%yl2|a616j#4W`3;l~GT(|8`R{qW)&#J1&d z5|8A%2Pljj-TUch1x2N3e;zk_2T$7i{>2JagHg`~tDzcf6S({(CE+n!BWN|?AKY1f z3vMNaWLZg80?X@MgTY^m@DDHukd(9)gM4O&is5%&Ah>^n65t8|=B*$rS9BG;lT)L+ zrc?z#8UMM!aU2VKy~vF^b;5wN4er(=^9x8WJ(5&%trgNapN@?htpwAV&8)}DJVAgR z_4oufZ4O4aETA(;&wHWIsM}$_jdd%N+3&Vl?*vZO@G> zi-O+Z{p}w&9v0gJ>Wj-7-T!XD&4Nb`*h-QNF!eK|&PjtGpC3E??>PdX%*I5k$+LS< zId-J;l(07p#0^aNnqP!oDV}f3Xfa^ZcsRE$#vLZt^;r~+hr{?~wHum@)o|wBxl}{4 z^B|e*yE*BSH!upfKji!}0Z5QHVsFjlf{?Kjm^S}h;9k6LJ5`wjhy#9OU--Yx2AbKI z{gO+v05>i1o#TA*FvW{afH9sGgpc5J3gYbXMO>Y-S&Rhsl^J6elu=fQOd@3W+~ElKHb9+i(O&1 zWFmqlFZ}4|V<{l>ESvm*sXj66Yw?-$UfjSn#M?{D{r-WA=pg+&_PFzZACh{F8BUEj z;O2gVIto`9YCno6xOBCF=^;;;o(_1P~a1T5yK*24(wSj_L?pGQLZa4jK6x@^(&e??E zE_PBz!EO1LAF(|u!HU=>=J-69-l%E})I#E^wvz|X)+FojhL>B_pzGypx-u4eP z)+fJ#+Ap=)v9c@RvUVHEIg)k2$aithN;9s5|TPa3Wh~1e5of`ND?M;TE zC^2ozLgFl3eo?zU59t`o zNf10IcVCFoA3pN8o}T&O1xa}qr*+pJ!RK|M3np)k;D_@Q%elpmff5i9`|6zvzKwi@ zQ5~7Uuj`m9w(wX22wfk2SmcSnHD^sZMN}jUrdkRKi988_Yv&j{#d^cxV&$;((^y{+ zF;wz=>u@d@sU#J-z)=Q%cNt2uXq190pJb$5@o&Orx$u#nrb!;G(+_mMTuBExjDN_) z1|C8wg^}q!+Gwb$oB`v8Z5?WEw}4iL=;)rc8FajVTdlC+GVDKe)AvZ85h(b=b~~-f9&9N4E7n;# z17*SNknS(HfJSLomCLPT;BbPOX6sHNj)7~<>k`X4&gs;qhf47*CcSeZ+&*mp(;mj= zZP3;>jl-3VYKI(J$MKAMZpM&q;ke5iCt@vr|MwvweKo025c~?zmh*=Wiai7+Pk5JZ zOwR-9g*H(Qx=)~Mrnb?WVhX&!uSmB*GzG?f8$7Nfn*uqrW5vXrQ{b8GsJgDs6i6RB zFzyZAG-TXLt$5?c3wN6BfpDA1-8~R)?o}k*rc+3`v0(PXcVyiDviZokX$6~*l}H*K zSVFq%K~f?&cOWG{J8hAaxJX7JDS57T0!fLegg=s!6_bPDc4s~aZgp{d zaN~2^+VUW`N8<^(jhzGg6$imxM|=?6rA!CGZT9mZxQQAM;2tQ&A-KCo@NnbVPOYXx zY`+MlL2REXJYf6JivzZ8HG>h`(t5*)?QgmD4pPbQ0ncZRkIpv(z~L0$$SLgpKTsKm z4K@Ee1CkuX6`9vIfK@+7UfApgsA!Yj5?C=8KM6DZ!EjPT>5=QRaA*4}F8f^;5M3G13L(z|+DYL-OC*`VqE`t^ni~ETco)dCcKfA(Q2oh? zZl)~gtU|T78Yu|gFn$Qq(+>x?Wi=vgW1N83r4tP4*E|7f=3laBEDj*0rcLK)w;8xa zclI8Gv>K@Tmw{!FJqfZj3{Jqm{6J=b$kI-!3};uxR}k`r9%7nO6vE`Ua0^iV^3~(S zP@RpfbJKHW6Bkm$rTAQU0k^IDLj;#Jj5|6iZCYpizXz~!7pc@gseQFZ3gRJQ-ymNAiejF7QNWTx6zib5qb znMH^O^N`r)IfTeON0Le@srF?^5z-)OG=-2P88YPE`?J5#Z>{&Q*0cJjwVu=IIFIYT z?~A|37>)1@#tzBuMWZz%J7+XNu)6XMZ8+|H?{RN_7n4a99W z?+C=rYVg{cLflu)ZUJ#?=w<R)m~pp)8Pg6Fbo9FBu~SM|^|jjwv9!Sn-}$hE^eS)za^>mSs`+{siXD}R zo#otsf9<%w{^8C)QclzNS3d|^sI>35^^IZ^)X0&Y*4AlOB_` zcY!>Y*+?Vd?nYias~zMUQ08MKWYi7uo|W)xOy8}sq9*3A-e8VTGz$G%ay)|d7TywV z?UmJW7jGNg-cfOMtm5w0+|TAH{XL&Dt@IqJdie><_oxF{{sZm67^^rw)46bU;H4CP z{dmETZ;cm!3o6;PCzA&2Wn^wJ#lxi3Kq0}+%M&CX+M!Lh9K)muwV1Ajgt%JScJc8nq)X>Q%U&yq4|@2!&4-0yF9yGauvAB^FJ3(`*zAUh;jY7OQZ6{S z`LI&B(P`}TP`UHtRUa&M`+Mw{kU-3veN~cTN`A(cf+-;#*bb)T^YnQzC8x^x!IbDR z-T+hb=?tQn5+V}KN(EIi=U@n`q@`5An6f7GNLOJ^Ze~`1HJRRN32QRGb4`=7CSPiH z!0DDJS?HYn~Iy}MA{ z^x|1i+?mS1p}5(z)uFh{k9dqwvK^@Y^a&-~GUmrcDA^9VG8#?Ec4mFl3MJc5a_1r2 z!-obT+frN3Lbjh7*+I4&Eq{I>7FA>*jsam_EAxJwOYn-L56ZtKM`X2QwnX)om%}vn z?#FX(8mk_BF?h6$NVn~h47w|9rFHwFH{xAC#l1_#2zmA%ewupE6qTJnW2LWt7>S+M z-y<)*4@p^-#U~i5B0}v2@teVlNZLMXnk9r2J-nK^SMJ;`l6C8alZT(KlA>%aO%!*1 zCarSuo4522k$Sg_Cbu;NHbCtLV>;D}ox|tOVOG-j>oBFOS{Y^j_5mim- zT^u^MZT450LJZ1rq-sDN;b72!K`T@ZXh5K9z+?PW4fxHOssVLYizynAh%4tD5`|N&IwcrhiE&Pl4A1* zU`jG(^YB8YZz8WrVi}SrZH75H;Po5kLi^Kz!$OmZyltjNE0F-32GeU8%CRS=v ziaS<85Q=-Zc|H`k5LYr3_h~m06!#B*Rw(ZDGgZ*rJDT|EDZS0~{y;U667J_xPjx8a zey^rT4L4&ogj>n!J%ro;)fNc1eauz}xA3wuWP7bQ9*U^HY@OC}U<(yAcUV zWTyYouEvb*h9^CrWMHQbxgjp!GQ71bl%Z|11fSKl=xA9f#4{C-iIaa0l(VrW)40w3aAuydJ7T#bh8`tgkR3I3ID_=2=4!;I4air36+u$STgfl{`*a0^L}yW{kJ4M zR-(JnyG#Z-bW9Ky>3gvf?IR5Vyz! zj{CayVQ}2>o|`}eZkyKv4XBf<2paHA162bS?Op~AnDI;mG+e90LJ7wuCV-OE)MbDYs}(AgY?r(SQ1Yj|3!r30&kmqu_mcW5ky6~v&fZYmhOaE4 zxQ(V=p}2Q$)q~<@tMY*2{xE$Aiu+`KITUyMULq8?*WwSzw&6}w$Tp1?HQNkln;_d` zd#TxWss0Vwju@4IY_Dr_5+U5j@>W?X;TH21Em`;%h_*kgc^K{>iK9C%${egDe|b|z zXvy!ve!PFU$4+fZ8{clolCEFfjW(pL3z-v)Hvlb$VHi;SvoBXMi--Z%MBN)oSo3gC-dVbRx69(ru_SrmeeDn2ED&_cwNZ_dMg7ce>bN>`6=QoS5O2Kh^40M3wreSys zj$2lG4>)ea3_)<*o1>qB;eB%YI9Q+y z8nA6Kh^zsL8*zBwUeJINtlppj#VzbW1O5x0U8QKizpuMMmF%6VG^D7K#in1NN?r~y z`BGF#K!jovMU{BayZ$-td>;tc>dLHr&7_dn0bX(EM6(vQUhl^o0r1}b51r&7tHARkc4 z&E7145_-BsfRdhEYk-n(3FQDKyGiy?+)wY)(hg#g6j5<)<=Et<5w^^!x z$5VRybIdy;6!+Bjd?@ZyZEFy24v#qqcktzD2>1PIUI=$-p)7>^>|_UITm8o%Wc#X* z9Ax`Z(?-ZP&96w--rzI>jmWcE!dixK#o1`oA1+ z9LqqDZ`2aa--IAJnSGYQoXN=L{ks|?uVl1gfGPhDb21`{I*!mSCm^dAEjO4)V$k0Y zk1I}fHzT%(m&JZ+@4>o)oRiMiD{!RwLC5ib+Gjc!A0gS5}CJh_M6N`m|JWA>vC zJ;^7=MrTn~t4{39n>2KUdFWe)2eAa@GwEyd@RT90DXUXM3*|`cwHMEiuN5eDD4v6_ zt{l-;WCuviR$*_3=?Mp0V{|W2erMy+62yMsX7qcvNF3s#HE_hR0Dn&#<`yh2#!QW+ z4_tJ!G5^*(NAy}wp>0Pb*Jv2a&_5NM?X{~dc*Lc{Kdp zkalqXc%D)*5>pl}Wp^n?TUzuyr)7#!N5l1~!+#4!rO#A4+E_Zv(^U0*WbIcCkHTrNRtI868G#n}aV5^6P zro2S2wD6+-{Dk{NcJ&+B(I}Evw^;z$#T|LUee5!N-1QR8-wQ;3%$25Emtx2#WVAxG z22towWbIdVtw^*Zr=vn{Qxy79X1+slJ{n#2*%S zOP^WuDH#hh>^SI2UxfAkhSVP3T8#DkWlIKk6yv5bvg5NuMcAvrBQcnv0IQC0<{mM= zi9Xi*#)Uc^#NLFwXjRKB+|e!{I_(^cnRY&x?syZ0httm4Pt1m5jRNPttL6SU=?imJ zbKF_%IkLLQR&^40X-a=>IiiF$!@2TgC+-tu(zi2xwAzB+xP|D2f22Xltt>`)-&m1R ztq1{?1~Va_e6b(Z^BYim^^fZfC4UKR_FvQN-~RgV_sOf8UAs=dltyjDi)`l4LUC)4 z&%rC?&#<4Z_*6{N)I-6(bNTU?tWb(T$D09$6R3WOtA!@)1hVlcW`9M#jKz*=IF`5I z1lr*946-d#!3o(uE#?o|7JV!R**+}A4B7tjr_YR%?dL6#lx!1`PTmy=w`HdVguB6Q z`0yifSedr`>XO#-%BL_+6hI!9RzM*FH+w;=zOjck&|^Smabz_M^jg z*!`Mso@crp{!B{$^3&c9uQeouKN!b324BtAhJIL+r5Wft(+cOee9Y5ch(xzB5)o;m|I^?S#9TxnI0I zZGmT0+PdyJ%A(?MlE!b%2%M(*RA-P_=8P1oD(osY9YsTN$-^Sfwurqo;I{p!EjrRD z*F5WChaTHKP3CX3LkyP<3y66I5Zv|C9GbtdG}qh zkPv6Xc*ERvzF2;VP_8&^m> zCuWc|$>)4bV`(JwmPz{LwItI299KfrXsVc98M5IQb6r^SLPmEvR!M1nSoN>{7@g2F zw6&vW(s)-N(l`2$#J!^r(X|JESZD4-+#6lDz5DbI`KvK(T)OuTrDgnUqZD_GClQL< z?R>>!N^$=QJqpDg!7)iL?h>TnY6!i}AYnu4Z6bO!N-gf$C$Ui6MS9e5$NLXLxY=V9 zAlwx^Z4mB^E0l1%q4Y*Q$o8-GOOWlCG}LU*T;BlMcHh^VbL~YuiYMG@I`P>8fA(eZ zYba~Rdp~iU5{bW!1R7p$oF-pxgCs>_y*ad75&6p@LHGDtk(b?X;&@CmQZ!{SOlo?9 zf@4$T?$Xqw#_~s9Ifp{ggP#iW%LR9lK$b$YLGmNKX2()=&Z7fAo;t4F-bFq$NHl5o zt8BpTzwjDUAHw}E*49erkbT}G+Hpl6^yHlE z;qWvs6vW9NKrGcJzjywo+UrfoB?JCf+x{o|Gv=W40y4hql|w(7C+Yvcq+yC@^{Xbto>y zvM)v7GRf^ibBAADoiirCBR9hOcqbqEae8Nu*MU+g=(WJ!!z+eyh@JO0$FYbAq_n+o zh-ptSGB=wlE$8<}Cp9cpX*HygqdN1{yWw(Dw|mAJyECgK`wfY~wI)pX*?ZRFwJIKL zvm$bCV_5(vR!bPEGGb-Lg=*g2ni>rF{6B*a<1g0!`yqKJ-@Yq-hVg|y ztd$cFP{PQ-I7xvLx*8FH6783t07^C=Q3WUwb#4VHVdpoaKnW3Z@BMz1LM2k8%s?eu zw%>)~{>Nw!#eMw8CMfQ|>yM$hIf=1Q+>ce$pt##b=%Ba*2o_M>juui-+!`L#Y@Z2j zfNb}@JqFp9P}>FB9@@rC&Ni_FGhMcTa3^$xL%9Ex$$X@Qn>73z!u@%e>xFM)8Oq)F z`sAzAr_t@%h)}iXk8nI8v-|hzO|<`V?)PJj1^5qZv{&)-Cfq-=^0;;J0k%pgf5B|f zf)JPA7S97ih{OHNpW{Kb=y&FE-I`|}=+qUlwPoVkI5IZmX>zIhh`-y$$;hfq;?{Tz z!z<*&PxkgLcG+Txkqu{RHUdfdn7JYkiULEJ^>5N#xsBNBVv=O zBNnqaLeZHInaz$2`REvp9FOZj6^=V-!){nbzQs2oqsWR}h!+xN9J2R$;ioTHgag;( z@Pk;rn?^HQ%8IfFi&O(@w#UL`763wNm;v31>>;qelqFSSMhGPqrr+Nl#q8} z7&dYt|4Uh~+r<{UVhhcUq+tao?B&fSJSC-zOk|r1#426U+N(v^CJ%2Ez>@1|TkD5v zsydIBWC$Z8Hb3XwhjpZ*?_(w7H?UxXYd`u0hJO*<6wDU}E9MBsIU;I2>U_@$QCY^5 z5$7jKmb@3V?tl7AG9nmfXQ$EN|NSNj)V%)(bKF77yY)GL{~$m6`=ala>#IrBr|{v? z5a(O;C{p-Y5%&mksHfSvrZR#f1gJfcqlZX$YhuNsIu`74#UopPT8m9P+=0F{hb zwCD_yp@jE9F+fSkP#i$Xg@Vlw2xn11RyFFajuPrKc8mI4vC%_b-v%^26lb z_P)&ny*;W>M(%C$xx4l=YH{ zvAYh}EQvP;m*bv);m;zlw{f7{m|{52SWcPq<&D6HQ%Xu7@Hb=syaP#j@*A*uU)>vj z+A>7%FK{`$`x469y+6vE?01iu9NVO2T8u<~9o+WMycjL1kT0Cg>n}npLgVs028Bqn z#pb5j&D;1x-!`J9g&Mkbj<)_@Ob)_<-bG`dE~1`8K|*K4W08{iw+)%x5s0wC4)37} zM*AP=Wd)LdNZc0ftUa!{qACj?r}AE9bSB>1iIJm{^j(AePN%CdrsX7Y8tBsEP&cn1 zm8tCH4I|REHZ#YJS#OW$v#HZ#+2EAg?I~-d8@$mvQh)yM;gsXd8m@EFr?8KK*N@}I zy(F7%W!g!DgD7rm|5fv7C1fOILwDk(9#Z{lqBWFjh|U|m+^nx*gx*@jZP^rVfKK;T z=%p2^qC1j`uqG9yy+tT%a&zEcSd*jb(Xb}VHD+N=E^IvkYw{z@XUdu+;>N>YVNRyp z-yueslM-n=fw(K+YyL6IN%cy_xAWmAnv8# zjzHY1cEtcC0UoaaO77?V;iEvw!B01a{VK*S$I`VT6?gc~*_r)Y?xc}_QgK%>hTS2%7`)t2f z6z)cj<#n%j9(_#^%NjFQa+St|+W$-mV_aDAXo7bwuLuse>3cl@7O zTlJWMO%}1PlP+DmFN-2(HvS+!y6%K~{0pspzGK49@rtYOgbpEk4uK&b7g_WzfuSti zaW@jlxFo0IDvi!_*^s|Ky$e0IXTEdw{(h7j*R=X#haoaH=ZXAi7JyW95)8Sg*9m%Q zG~b;6S>T~vDtbpg>SCi*p^&ho6Sz0){ucbi8qZbHJlT&YQbWI_H8BWdH_l^N65gwJJhv)ZZ+ zgeg~lABKoFf@!3P@4E*3W`Z=Wr19N^hXfI^R8B6QI|P};()$7H<^K)$$N540m3>!{ zTARwq`{Q#Y^W}oWBf8;uR?YpE6t^2@A5tDxKnxa67LZKW$iFj|{0tHHPwig1FJgCkGD0$-cbQ1+iEUPY< zQ=p`t|2{y;mE5%fN^eJBHE5yq_C*b@&$o%>;x2X8hvL3=un>wn;V};sw|C%cDDF;e zYH{D?ONQb$3*7jFlI@tw`F50SKi4RMY$qvkL$*6s1tHr*+Fu~s3Opr{?ae*5o9wZ%yG!s3DW)ez~$hBHn3$F$tVb$!wfvhZ?q|ou_ zRlN)vEB!TH;}(HrPw{eXXLmsr^u}LERp(Hvyiv5Ruq%4Q_B?%dzddqrNfpW(H$_q_ zpGIWg=%WTJ0rp8nVU&49Aa-RYgCv!nb@)U%J^t7kwT-ELl63aFkh+uo0x9dPNNZh; z?kuVQkpJVKqu)u1rW$7DYlEcC5*G-O=llNKB>cK*zM};9ar8ODXb_4H3d1InW*t%s7);QKMIJNn7!lE=&^>B~vz*{g()qUwp{^EW2Y zfR2uZpaIS7Yd{0~U84mJm>Vhs8n8HrssZV9K?4#o`LG)_p!r6s2DG5P2dc!4-$;d` zN;>a^fhy58v;kEzInM{G#KBVnRLQme*Pu#n))K&!$kA$oDJd@Lfi+3KcLUa>*Or&C zCV5?jU`=lJNGGpJvI1_f`2ce=`e_Z!Nw{nqY!tI>Qx|a zHECKP?yfKELKNao`>X}TO{lK|;?B_B1Hf%??Kl9pYF;To$$~{qA_YqFlkdIpCz7ee zNk|x|=N^*cT#n6qB+@3*`n9DZa&MWO!qT&yYVmivnoQ~afC<1J_9>*_>pp+*n(pU4dU{dxz@Cq4H*T9_&Rjy zGoy=EN#)@kbZGGLnd4>8Rta56>BzG!Kg>ph2Hd6B2O5xN+6FY>sl580FuQ_x>M1gd0=NL3~4GzFkaZg)?BD!JPd3TyISizKYc7nS7yOXM|~ zu$~HQvfxAS6Uv$#-IV}ql8&|o)}-aNAFw8qza_((3_ENKz+EgR4!~`6fUf=?kxblI z)O~@t$FzchxLZ=F#Qos2EfBX>5S6$e6jO=YV~q+WS|M=&C5CIf03~)?gaAr%FMR|k zQTCGuC`sGD1)yY%PY+(jYO;(q>%THNkx43O=+4Xa(0Y^TU-L$)_5OG37t&a^_dPciC4wnw)rLbj83 z+$Tb~3)kL5xcy3HN^BOgQ4q(m>uGg+aZ6BUW(tnN7mw|c*-JW!jc7Pmf2g_RcHN&l z`NZwXAGG7iI=*g9z5tV@M>kUk@BdTZxJ*>TZD+T;1pMBLm+nNb)-E&4@ACTWlVbp4q*Ss=A`j9fC{7-v@XUF0E=8)hAIKT1rwF1X|vN;nR_x7l#;J90E3V`FzN-_Y){ehDU z6t|=~3n=cK4_2VKD@1;S;$~p70S!2r!~_~p_-zhoKwkHB(14us+++<%s# z`aBF8@Js4B(124bI-misuYLkmviq1KsFE#&bWkOmE&4%~RNasURnmEbj+LlQojvuqN$dsB7{H zBXv#g>x_amc`w8Sh+8J+Jc&ZwY!Q2axL*ZF0CC&y_6Fj%7V`n%zSu1Rz6`UpROk`KSs07?$31Ok*O z2=_s83pKDQQ;OR_*&mAg!Z9f*?wz9ZP~3N}`$2E3FDF26CuO-2p}3>#lA*Yjnx!G! zb3q{x?sz332zP$zIS9Ag5GRD2Vf#PGc6-YdWZP7C zB%1G|LsM%;|NpsrK$Mj2m&Q80f5QF-t)Lp(n!I^mvu!r&Iq|6EB>7F-=A>%c9o3hR zaDk;+?aO2|ZSvC~+&vkc?P~m-&XG)hrzD&8lu8ovtCCX=EpA081LPN`I(2cPb>Pn^ znkqcSEqC$cu{7)vC}@z=TZF~u;tP25$?v@z9O>teC?evp(6jS&V})1*Ijp|gQ-A|@ z4YwWrz8By5=Jr?Lfc(IlXa7yv?aFAI1%2qp3_&E4UHWq5vNSqrP=4X!VR6*ABlFXu zln~O~5rc*@7tQBBXQJNC zx>6fe$qzf;de!JGVN{BSY=2+)bG#H41bmTdrY}RPZ8~D>-^x%lAy&E};toECZiWZ* ztDxT#pD(=atVC9oukxmuY;ey4Yt@0|i#WNXRl(wHG7hO|9*umSiC>hqK2l4&f)5lq zyqmU)$D^Jmqol$%+;FTh#6MdT?Q4rjoFKB?Ku=c6at<-3qlca4cSK}M$lrEkD7#o$ zj3#Ox*etjeqk`1X4fl2zqjQ~?raw6sA*ZC&t3zI1sOXp)fB4uUq0bpf+iudwgv8A) z)(U&@ZfypPlZ_ndB#Tx5ii>?Aqpscx?yN=viVBTi^n>gL5p}>ynz_P#%LUcX6if zNQp-3M`q{3zDA*=ca3O!!XF^PUv~bYg<6RIS!<_`{S}qT+1dE! zi7@-whq?Iji)sHE{sKJEyqjpFX4`{Lc>Saad`ZCkh{EKB%WB>M7y{v1n0c4 zKj<2+jET#Ib~EoYNkIiehT3)lXhX&2rk`fCsFEvP_$wb5x~47SyM=d@1BDkar8={+ zp)T>Vt+|2BD1gr`i#h)PE*y2xW9cstdQIA5zhC!PoT8EamcppQ(wroMCCWg z_V776$TnR{24ve?HwUu))iZ{YZ6Yc@V*}yNf1?QD79rUme!;K{r(0CIO)rI`@=ts# zkv`7&sC7nBTJaJ5{nqc7mN#v1pVD&vf%i5zYv0q7vy!&hl`V1O?F3uQbKQaHI$?_& zY~;M2N^2n_i%zf3YF`}M;~hG_PX|lHyE`V#S|Zx3S9kZ9lh55P!o;j`*aSl_ft_oCV^G~RFKxmhX# zXN<8PZY5SZqtwjR;o{jNh>PjYh4D2TbmH`7@#Sr{Xl9?|!-J=6(Xbizk!`X?HeY`= zj|(QYDqmSVBx;HXq2piG=q?dNag@1kdWtnOy7#le z^9%PNA$&%p;6d*oX(sip-j76D{KU!Ak>e-_UN}C#Xu-vc)egA^&>HjNpi=LQ4_pe^ zxYXljwy+}lI?q1gQM?(S&;7UV?pIIJO=fXU5LhGpUcAlU&%%O~YkvP$vF1YJZ)=FC zVT~7YF$<0grE&lR(xt z!fGx{iXpExLEYf9TaeAmo8{LXc@d`{=MzbOPGo9z{nTBRYQn5)qJ+!mE2Ix4Wm^}9 zZ3+9k%~b7A`;eRqgF^M1Q%U|?MDm=qvNA|1gVtTu99KxinjPyMlbIy{KxXy##Toz2 z_vf3~f3!ASL-%JrjoNp5quLSXJ}*)qR@!QVRodFn-}z3hPowXU$~GH6e%e0teb?Ys zE$%*KTo4<=#M6g3hE5F}r6=F}KE(*d{eJ8{6!&R%X(;XpwZBl@ogPQX#a)Jmt~5h$ zkGU*SdYg#uSPVmP?^-$x#r>;M7Q($ipoW`$uMdRVe4H9??JtyYyP-o})NFg6rDmJ< z9yQxGLDXzlDbgeB^XX`?&E>rE7h}vS+tP|qg%44X3~#P0gL zP)YUy_S(=_A!yQpxrm=mz53RHHD}Y>T{pMmy4k@Nl@G1>;1E-Z?zShmmiwvF+<`_U zZz$6(H{^>*Rqsk&h~y(gvAd^Y&9{F*|F(#ID>^oTine;H&!3$@r;T%WyduB@RTax!x6Jb={=;-^&t8uhi+@4 z)+2PSj~EXjoev$^rg>&){o(AdTY^r=TItTE-NSC^(KWdgq73=vKqCHoFTMB=p;p=8 zOXwY4B*eg?Zao-)Z)QhbQY%WvcPh$DGPF~%e285Vc(c75)w)4-|;+p7DI&JlsYs}z!yRFvN1J)yOq zACg%EX(k8OQ;&wCn&;`4o2azg4m*Wo^#ZW04fvOvCHn*t>ls=EP76c^v+Q=nwv zeHK8;Kli5qCHI#SDNsVhE|QKwCA%&Z^irrq>{1mJckKEvC~h9}BT(F1OJIB`w`#bSjqAwP2zojVit^YCo$bp+@&3dCh^>6eFn+V39KFZ zU{&fzyfF7&cFPY}EZ|H3hgiGeGSX|JO&PD*fWuW$`n!P(n2jaq zLXP4ov13F`%@be0>Uf;q_5!!6^`xMLU^i@Q0Godt|+?Kom`J9k1qaEFp1QY2p(c zoVaXx zQ^KD288+74MY^5`x6&DEaYy|m7dN@LQ_HBmy~%{q+vIci)KqG52fm^fH~C>vC~kAc zEGX_5B^$&j;kN#&3E@6laR2l$Iolg710dU0`_>@aT{CfzZ4<+I$aZVQA;`A$?>ms~ zg>#F#s`bxM=ikQXOi~eOutlc3k%<4Hf-fw!;v=JIuruF_XL=s($lH~#MLuUw``c6W zV{sn2@5$!RS(-!vFNcY`Vi^}XX+|lQbV;o zH!h$-L-bIq?#{`BW=M)ZxH~)c1S)wU9r?A)4ju5_A)8#TV%m@ z=w)QtTgLx>lf)f8?ASg zxI+T&LbwecQ^U=sBLm^~7Civr4maxTt$iwrtSUYiMMu6MG|8GYvAWEXnvxq2+G{P7 zygqfDzRtpjjnH$6r`H8>agp95*FYY;-}`F6o8l7L>~u2l|6xX~4LFr}Rl)?ncs@2( z#QTe+D{Qnyj7||noZq6$TqJ=!tIB8tuBs#bxM}Y?0d;it%Zn!NgDU96tFAYjd6kix znx$>=Wp%XdBxP3Q;*8GI9w*jsp+P^`ZJTbCNnlB{lJo;w$&ja{H$%R^{7=*_+e4pcU(ZmV?sT2BplrghtZIFz^ zAnACTB&Xw^KvLev`|cSBNrbP)cKh2~Zxh(w-P3e)eM*=q6KQpoOm8Cud``(Yl<|}x zhy`wUuQd}U_UK7eazFV`1P^Ea*1t{}S}aRm3zY?Cpm?`4{g=?(@NHt(M;Zws_-x8BJ*vQ!*T#2d2b&g=$Ln zI@*9Kd22QZrX=9jBAAkxv^0t-A)>B6sw(-!N>wEigGLW2YqEoA3~SPaRSVW+;~v>F zlr?#CpHx0&O}_5G25Zu%&I;CKnA|X|$xoAJuqKz(*`~J>RpoFEH^D+fWoKBH0Q=p^) z^Mz2Lr2O}7M1c|osi7nal#rjM)u2F0nvH-F1xi+ae4U~|$ydJJ+LYez?OTN2KJg~~ zSTT`Y+)aAsP~2jMo1nPw4$nhzw~AkY;#NL+5Q;lK%ovIrakr&XvQ6k=9H(Ua`ljQM z?eZ=l<0+D zUf$`o<7*D?-l=EfKC6OHrkj>d@_3@{v0nFm-?}1hjnjz|S`p~7?C~zij2J}2S`o3b z9ETcfTZpe~_QWHPCey6E^RcL{>h`*+e?Io(>o3~*y^>%W-g=;#5QTzV?A>YPJ<)JV z+$DxTLFg%63IR2pNUDy0_my2MMA~;Z<31j zuf-!1)Bg?k%llsG?XfGzH?)Pfnk4STv!cRiA7>=m)}^(cWb2J~)_X~uT8~EN3UsAM zyW^0sPD5jIR|2}It+FCOlZ3e6Wj<*?n}klfP&MEZoiS*@cG6SOfV6pypaGAE+k*zo zKYI~0;6=wD6b(qk;9CHtjX^;ykJch^0301+}}!Blf)d< zXmSJQWM)e#%*mNVe^`^{nG&!j|EOvMaVt&jyH6o*!w+*n+?%Iv1989hKM%wm!1Ei3 zn{n_P5O=ra6#(w_jc;fuz&)(s3sAylbq1j1S3em_h-4}e<4gl8nLeroRC2Fd2B>7` z^HQLa2mQ?eC9w-sD7lp`3&lNOein*5OeqSATX_IOam!t-hvH898V1F!91GC9))lx*p@-KKW%J*Y@gyc zgKSsx@R)ofU;bw#(k|e>O&48EyF=H0+6QmH6g)Lt;)l~F_MJ>Myo~orA7JDw&Blpm z`Az?k^0B!byB)@yeIm+oGo<0{FM82XK_oYiZ ziC2?IGTtpNE%b~?$3x_RWb7hgM*Bc_n>H)jB_twdN%w6tGLgT3{t)@~ls{V{>py>H zMvAtc0{8|4`ros_wb>cIA$P9hBR0Jb)+_tay|W(!M~Bl8apq98NYEcu{}+HlL{76lcOxq}9D%Ki=-@VxJF z(11j?R$+Jwb#|PgQ+=#N?fgRQ3=M%MV5ZZqz7}phWp#!$5jpip72~k1f zR+@%%h>crBPMmJfKSEZzo!!lZ1;X8e)O>rEUxY7qrkg*%AN>!vtPhjqNb%dyt-mgz zo$i^0?VP6USArO@T#vKfz4BkAX-iWLmRmHKVRoT*+l6(~aXXf6Nm{EUfphcDg3?PQ z`ZG?)itfyj7({I0{D!Uu+fvSN68?RG^P3=(1USEO+HwibZ(fV}!12wg^uLtj8zOoq zQx4}hVH>IEH(ViQ;JCS)+rV*W`EZF+9QUsK+rV*G>^=sLoB4AxC~oOSV^G|E5v`!O zZ{BAF#a;io6*Qn?T?S~t^DiHP2AmU}1`U`XAxYMNM1D*nQ8l3CGd9qGiDlEE0VCMj zKm+b}9|To$S#BCsiP;BbP$l)-IBF@XdTSTVN!g(SSd&tH)HS(2PhFGx>C`nztfmt8 z4vpPF++m)LK->lSjzHX3p4S6$^KWVa;4VCs48Yw{#|OZz_DUCkyZdMV10sb=8uOKb zO5RVr0V?rS^#&^WSU3n&a&!k1K*@L(6-w4RsZbJsmkK4;_K{HBEC<&dDaEZ~^9YK& zCYBqDdsccM6!+Q#YH#cO3yBn#L#^7MTox|HAJG6jB4&X?w8T`FJ}y&nWUkE&EtAnODRa+ z{qMt#ZI{rwn&AA=@nrO6mH7U0{4=DaCVcL1_7SX+cYe2OU=5y_5zA!%L4IGsKEvOt zw*+VF*@vqBE5IzlLb( z!xrABmXj5GaLrgu89G4|;c`K!4B1|ww}0w+4`05RwHWb^47);f;ml4nE}~n{^n??O*B(~nC+@-Z#wo^{ zEQfKoW~Nv&gAxA8P#-}zV2Ww8ENai`Sl|Z@O_{_or(`T?B)CC)8sU%JLZf!0dvKH+ zmr=HdHTov;W$xe8Aml0>(mz@eju_ZSO)5`DA=*&>l-;CgWdCuZ%bFtwjVkJFsL{zs zlk)=#wK>Pp)ZMX}%^J?=xt0qPTgNF}lEz`7&J>4lKb6U8D^0_~XX}6UOl0C_K1|Fm zaJh8uW&Lg6yVb( zg*FH1b1pq*{MKy8f`+R_9$WR(aiFpfJoImnki+Yi6?ZWp0JavV0#LkF!GB#)XjWFPr=z+t1R^LAHI)bwIYG)#V`DMd`MXZR?$^ zlx!0b9yEt=x8#>XxL+!T=rfUT3tG4rIFxs?{O^-fX3>BRE@#u_7!b0>f+|)XqAmN-#$scsk7>SGlE%%n zNL3fd#+V3MO(XR;D+R5TwMqI+|X0a z?41Or-RQ2vp|fh+JaPHvZc8nFH^dv~ZqPELgVQ;(xc?tj=N*o98@F*+&mi6lz) zUia53lj#7H>`|>{TalC&$&vP8lpC9M_ zInV3&yMEeC21sR?*?w_VA00C?OI6o2L=(iaV|qtSkhOTE|J4?A#3tD<_^40>AUToq zCv^b2Z-2|{DbdynMDMp06_aoKt$i+&=l{tZ0t)6WUVJkLe{o*lznjm2NV>UeDBn5q zwHE(q8qS{s$y^a#C$k39wf#A9h7VT=o#_GhRkBA&+!eI)!fEBChhM0jSn2#p@742| z>3rT0;=K45+fKhB>~riHe#09`iV)@FvoC5S>9Hxh6QA185e8dyol-5u&|4Glh1q|c zaR2)-t(OxuD7&Ur>&wu9_L#Z_@%;*+)~S5%Ew?u*r6GlBYIc=WY7wQN-bI7h7@iWB z9JeCw>$CnwmMZWnqRQE&P#9f*^I2zK10$l*aOAogzZ=z-8R}gyUneD4vxZTt^biIv z3lTwvNDY&wpx;1E4-r+V@bWMq#KTqc^3`c{-ah5Bi8cYGS`IL2$Q_2$pEo5)eH8=_ zp+h9)UB@B()$FEIV?1CQEVrzqbQqYI~n<3 zeJ|M3*rsKX1=k#(Xv8pIgPU@(%Z%;asIN^V*wM2Nyp~_SGmq~AX6?x6wBjy!6V5hm z-q{6*=Q@7GfA0cyw|~ml*1O2p>+QzDz2*^ugPTFk9S65q?nZF4jqWE0_eOfZa z$3mnRFEkqESBD0M1|#2@H=v&?D*XHE8WDXv+fDn`MszWNS1-w}0kI9&*GwlP2-Oa& z+Ee8Qzs)W_mm!{+Mhv$?@@iT>!JF>#>G;J-DC8M97_xT?s-55FC(BHM*a@efNk-)N z+&@u^a@tM7wu2`xm&pmEi(V}ef3|%hS#FOjuoe|Z=1ZY_9uk;PBO%6Y7uP{}QMM&* z=d=h!)KZ%m%_%^dR*S&Buj=5!Fgqf~L;f;QaAX_N{+~T4$sT>d*|Qg%1Gi30kY5|; z8NB;SC0ZUdC8CF$f4QK!#FGPyQ~v1w(9x_9>>(&si~CbUb{Jxr@={WA4@VPwYm^fs zeUXw>+k9=rQ8XFwy^erF&{gfRfi-VKw8J?pN9%|$oFg#P^NHL8Erkx|vR^R}qE$fr z`)&V2Xi6S-{je_?yo)%Fzg(<9cXhrEx+r}nRan{jZ{o_D~(tuXuq2X~a~0UX>_ zdvwd^>2HO{Q36t3-)}bo<4Y+CTH{j-1 z<-~B8b&F%T%Wo=7$@)D*#%cMTr)OM|&UkVI8(S4h7xU)-Hc|n3CGTZC&065))vUGF z<@X>=GCX+vUOlJ_9XzO1Qwo+!9|IhEG4?rcw3bIn%{b@Mqr3)8rTP585?fA)m|3X72na zu7-vheU2e9^26J_VcSJl^x=hcrrUd4C6I25Yo8iC4NKh5Rqot83?apD(5kO4YW<32 z4Th`{J)?W8=qE?C`N9MhaqXZfurBxRE$nC_zsk$cb7Y@0$`?4{yrg~xR?ZEdb{+79 zCC^i;!hJV@V|mQLyUrbi&zHqf6`6pW!l5fwe%2^PRwF<bzH3XqOv3!#L5BU{@o zVeqb=uHY^Cea`vc+j!k0U6Ej`(e7irZ==4r=PPo|_t5y@BvE{^H3B8*$NuHK5Q!K< zWVxnk3(Y4A}hoOJe@4_f=jdCBIp8>%3D(9^o82k*|wFCIPZ z0Z({@)M(EKfV+)3eSO4j@VKW_+4XLfFxQ_@>iFRqfo3$-lnM#txmFA{;nh`^)`u-+#X(3*wfsA=xEB*Kqt~ zV)#vHR(7nn@SBDX=f{>FU)#a(o|H=F%rInEnjAU%a~LkBbMx~58-_@m@U&_2c|6r_ zEvBoqBjm3&9>m5SkJhnqs|GG@j>-R@hIzZ$9<~_3YR(oM>D9{f2xV zU!S17b!A~0CZ~w&e{ZXx`m>XwF7~UW%~NNta$S}|o!%N%eYe&K=UlF={~VG4NsGgK zB<)pTJYRR1u#2A(ojFXR%<%>(SI2>S% zrQ_u5^IB-h>V-sQqdQ`pkrTYF>5pPQ8;{&2KXxn)KU+cCNl;EV;G|89V&YA2nn8 z@0Ub$_qoT@gTlzZ`5YTZ{}M_0m7VPGU>-C{EnDepJVi(>5@Wi%nH%ULsqCWK$d{X2 zv)T(NNW;+dI}TfF@>|P{+nwI#sle-$JlrN_W+ri)e0O9akkTf%23^E$vf{ZaZj%nz zLU5Z5QH`XuNg|3*eU0m6+G`VBCquZHv2j~0MquOCHx9$b{rA&`al1<#wxbxg|Lv|l z6ytWV`nW_f?k`E)T@>TKo#MeuG43AY3s_1H&E!W?q=Y$WFP4%k=lYl_QgWO~LzWWa zLHMW>l1j0XEs|=+6f22Ou*6pKS)dGC$+?0rIJhm9>Tz(FbSL8A-u7q|2lwYQZXJ~1 z7PTEdMG09JEP{!uItDovU0#GTgPc0vK+tH?|mV z)ogAI_nvuu3^(ytI)?jPgan40N~`E)bWbCJ%G;gcgwtJuNnI!1$K%wX_^Ks2uB4YR zC?UMZ#&?+He^+>l&UF(?S>AkcHH-m81kZ6;RPI89l0Qiwwds*q&Lck}o5?Qpd9TY| zljj|zAQqp%*GG?_wwq2FEU$)0%hrq$b4mMw6CKk2>v0_BF8`T7Iv@fMd#T5Q*2$0P z>bDr}MB*SIGMTNllMZb4d%4D%n+Q3;kXkG$4-vPH1g0;tLT<`T`L3(mQOT#mghK`r zD5yI{g&4ML9@;JDghD~sArwjeW!TqGW6$f|y7iT{T+hxtxm~G1|p_pwI z*q%vY+ve=b0}9&&T29Qi#WU&!3fmXY?!;_A6z#`sCs6I_C#LOF0VYL<8T9M@D4`(x$Y(6I~1zk%CC+T0E)e>*)ct9uQlTb}1jzv+hB zMN|C!=k$>LHtPoqOU&qz(2QLrxyy(Muk14jRYA8Z6f$^b4dAZR@tp&%E|Bt9#_~0r zFT`xqAad=Q4uB!vsN3buK~Q8K&cMAl933WI(cl$OKszp^%;_(jheO>noE+5`K-b6h zSWLM)aB{F2eq- zXnex*f4XJwxaE#|fiF7tV2`IT`9c1(SJ-0_ACTBM#E1d*ZWurdcfopJFB)hvo z=mxx@3;xQdatrQQFSgT$+y=Y$GrMc%L!i(?1!-ryNf_{@7e1G+OL;i=@T{1~1}{0mF)RFb><1D;A6GcV(* zL_7Ero=Q$hXNOXzk}6qFyp%M`2;!wAcD)q0$kUpW^5&qf(Njb{5W5Y zt>m8i0c<7XhnujJ@CpfIDY=_@5C`{2RTB>GlV|qh;5MC<$HCp~+k}HV%en*yH(k$j z9NZGUyKrv*SU-Vt+xm8dKam2r$j}80x9W}!xCc3xG2C0i+RBYMxLd#ocr8^QC;4Xr7O*$sI!CFO2RJ;O&-#+Z&nLM{1E~1ADhT$l`PD!9eC$S z2MR<=cn1nd`4-$;-es?lE}1h}?Vr3&sLp(}XmNjm@GO<%kK{7>M|gA5zs1lm+kpOr z1#>JlEj;FVZejb1_P+`E3|&3nEEFN>2Wc~bPHNC6(5K9ho($Qx+>`clx8R1*qQ1lB z`{3_l-G5Fn6ntOu4Y0lng3WI~F`oVC4|ltS=_HqZfcwG5#9dmPjVJD-Cx7FKJ3spx zp14^apT-mS!_ibcasOpGM47mW=+rZ2ym9ZZy^A+)MgC+w1GWSm#xr2CK^mR`{a)|K zGvF5awRp-5*sHx4&wz%7Q+Ni{7?Hv=V8+xKo&kryAH++^hlk>LDXHJ(f|rsPb&Pl^ zIdnpTyp#~1L)z|QJeAmoeZx};*csxf#4eUvf-;p13`*fPdE@k3+$Ix$OW-z%H1FUx z$xU?>x5?Y>vA9j{b`-~L(*2VNZj%O%R=7{hVkvPf-i4(kD4k%PigW`9cfjB}4sPWgL>%0-AGvXG zx12hQgFA1290#}jUO^n(GvP&;?e7^|bSP{qyl=p42d`CNwl|;OhuOYqnu*yqt!Kk* z|Gr>A#Bi581!K4ePnf?^sILYK<}8IhiFs_#;#-vYFj#GKhSD(D?N=-5{F`@eJd zF`X(p0{JS{A6eOBKV<3%Je=EjRL!~xEW6#N)EGXIA_-Lcnx%h|?(&}Vq+eMh#UGYX z9x_}f9Uj`F=P15TdZyg8>E!7@Bn6L?`25D4!5W|6FuD#3Q_gRc&U4`N8!f>H`1~fq zGZP=*h!odTj&F!?jKvI}-)PF@;PaaSg&la~zV9=HH|~Y~`|-y8qpAyU++uBa@y0E4 zF=mM}aa%jS!4r4%zXCjQe^vP1Pnoy}Hx=L+aEHuYJOfH~W#Sp|sG49w+-q^V5<(#l^ zKRU7>3wJx62^Q|MYeiVNnKZZ)h!iU+5zWC?a`H8GCdEpK#jHOlRszR*4^ph8LU2ie zA|?Hg^{|wTjwoU&86N+QrR4CY^g>E-f1deOObPB9wo^E`RlhMCQ-V8L&lLxEPU#Pv z+hTI7IJbNDn-OtvzfO9FgFE8jvK$5O{3sd>w@qm%hWo2h5Qck}^CO1)K(iQTTSr?4 zvpw+26SK`x$Aa0W;-rq=SMEWeiurK4^Mf>j>Y!?EOYci$uL6n}^(M=C!?=TG_B^;u`3hkvDAJs)PEW}~;6 z2WDOn(I)w@18>hgN4aNJWy_b+(OoUGNzn(?nLYFF=(+bBf3lHI{KhyQ0Ve(~@(H}L&Qi(+nI#?C=7P`>ik0&x{MfJh>*YEe!=eY+cFv>7*&fmHcilmd*TvqcYmpX z`$Dr~mY6803i2!yTRm!^=jo&9`BUf7z{=U!RkmDolUSfm+8&AY5`AoU$UH>jI*#mI zO3_I0*fqsYwJ`GC2oK_RSQ3%qi2Tz7&+Jgd-rlr7r#sNKM{S}nbRFUCl)@&}vbS(1 zVC-JTWC{fPa$6aSWgr7f()7;f^^?k;_#wQ1XzW2REI3y0As$f9eQm2 zpmg8Il#SaCbr^A#+htUv{_j++GVU+X&Z1&EvBcLXIpV=H(n>x`?X8c?=6i+qa_=qF z`jUxM67Eh?Z-0RfaBbUm;NvBbeS7$urp+d#nz$NC-**-TN)S>f-V32AR#MNY%~B}m z2#3pZQj-w+ltDMv7<2^PUn!}0^>8mTEh{JXu5I~m<1!jfU0!ojfHOBOz2l~QQ9|ZL zt)1kzb1YiFS#wRDgkxs{Y3Rro51w`G>~O6&g85G8e3gU7&`UTvplf3cVXJ%A7oQk| zh`?#g_I)*T%(j+t3T8X+H7jQO;9xao`+N3f%r@&o2MXInu#UZh;WqEva*_gfQ1Z60 zy041paB<<-BWi!xcHVHOoytWN(d(J?g-ZiDL~vTrWtbwm)r6o62hEVrQ;F<)q8W1N z_&s{K%?vrY<``^eHb;M%$7F~MXJPLieq}ZpSM;N4ar%1QX~fNGvh4SS+$D{;UiE1a zZGh2v(}|zcHem3`v~R!LWeB6%SI|6q8JsVgp1QAK3%ntx>;=PB!1UhACUxm6={-Sr_+;Th#sem3@mB=Pz+Mw%oBoxLzs(rE z>Kw0F+O7mP5m^y*T>glmn^+@4ymS#lYc4pY>1x0>ROF=k*%Suej_s+?H-oJs@=>y7 zW>D;UL%xyT98Q1C8yVFzhxb;$)c!SWf_V1U)hDbhKrit4oT&Xa^!~GMqhP@_>1v+? zGZndmcCW5GuCOhTd?Bl7yyF|G(vG_G#insmmQjf!>#MIM*-6b|;=e{^v~}Nskw#+^ zl-#A)^vqKOu5Zb6?`0Bzz3Cp0wlYh>LC5+8=KZ3;(XFhso8|-cQwwS`TLTZNCNnV<=Qi-*fK<pnQhUqTh0sv2XM0MRF*@*D=h>}NYvf)^+*We zCzpcyS?3Woxa@q3Z(dOq*dnwyb8#!dli>a}{S|rW+P}Uy?;#B_XHDNcEF2*LTV#j9 z>^kX2k&n9UzgYrzU0W>z%> zlI&ifbuIr-y4+`D>Kfh4A@We#s^&*$_?`P%|Ak2pN=($&W0UaXuO?Iv$cZ^WwW4j~YIZ6;`q~X^uvX5Xc$kj$= zH79Co*&+yAZv-f{Ge93-C%@tE*=eyQYK#~+Vne~XyR3c8r{SU z6Qj=paomeDLoEe1AMw6NOMY}LoK^aiWIz@e2dp@3iAo0rgLo~*#K$1Q-{Ro(I~v?( zjNNWehd{)D%$FqLHaL>fHddz*pA@mnV-{(X3(ZwiEN0XyHa@8RI4Rh-AcU3%*?X1iIC6|-$4T8`QFi(PYW3>3#c)b`t zTQ!H;1vfwfeQtcDS0e~#tyP&ndIz;(-?u;SZ33zo<>jqUn&IBZl2{?#T4*v6C-k{p z0TRoL>089#W^BJ{{ty|kMXHOWeR<@g#+L4yW7-x=wqG?oS_%T&{l|ls zkT=b5iP1B`VEUbSWhaV(`gEhOj`~SpXl}5R@htgA{W|$t7l&_z)g#=^70W6>W!Gt? zdV>p@J*J;2x&MiDSBb+y{*yL0Y$e~uLgg+1hTID0t?Y#1Zd`3@Laoq$eHO%>+sDK3#@Ti1 zap5r79qHIDQ9lfChXk>4555k<#(j~?OxT4i+=5YNSh%eQ9kFo#RM-&iS7}(di7@wX z!?=^gHjKMHXB1mWj{YlbB}-)?H6mmwd17}7OG%P{36_#hr*SML@Aq#=$zfR^EG0KH za(!mp@z&;fXv!wD=2`7RJn?c8-BN*FUCgaq@fZW+BqAjF%xg>lVqyeHpeMol6gZe{uJ zj|7SI=M-1_K+^g-lhWI}k>QhBuNO|%$aaFd`m~%H>i_#~x%#*sYJBlUX@FtzVqS)%5oaTZBnpF61Pd_fJEFTmk-(CHu*$@2Dizlr!V0) zS-%!ZX_G|waZn7`$t1rIxK2L#N25+LZZp~vY}|YI-^0euaMBeU_w^?M*tkuuY;~d- z_i>h3Y}|uvjU5!@ZsOXDjl1StGM19R-VCJ_DUqBxfTd(6f*nhVSy>KQN{9~V-Bm|y zB_+)R*hEdF%IsDf#*25d3Pq`;AW>?d`k)L152(rxD(=saB#E4 zhT!0q_ld#5ts7pcM+t5>fdI_*FS$X?cIWqq+Fl|V?(=1G81C}S_ZV*Zovs*e3C#_- znT$8!zISvD!(CbPxU{8N5-hu2R<_;mBUKJt{j#UwMwS|a&e=nokfO(rvC2O*NO4Ek z4`Z3%B>(nDN<>NWz{=2G0rtJ5&$--83P1 z2^218oeNJ<0vaoo{?o3fpoi{MxBUrOn2MKh%?RO#9yQgdV=8R0di?My<{wPJ^g!Fp zvh6n1cqb~~@a0G0<7H3>X{AHbUpp&s-9;KaIv?CH$HPWs%=| z4dSID30`zm`ryl8C00Zj$UQI?@c>!N9t}w_Cx4UmlV(|FnHPk%WSmS_GKb|Taki?9 z)^Ph`;rhSL79jA$T0KQfAHGQT-F)nD3M9*~B) zv;ONOuZN7vSO?2dMdi4gh`k}W*#=N=pGgOYo?B0j&INcNey9#Cm2!r?Ap3qJ(^E>V^ertyR*%2M(=bQ@ku5@w#@rQ~R;GhRx9 zSFhluFBZkA2HhIA?XPD9^o6NqwqqND*cc0-l`Td3~ zZj(*BYjK-o@g?9ksV}sM+hky32yT;!jsM~)!rdMCUTIxZfo5lZBg@ z1<6B;*toe&VzF^Mb$r0a{Y%OO8~4-xadV24_}&iMPLYy<*+*DP+-}ogDbWeOh@~Xc z`FA`;N|^5nVkzO*`iG_Dmv8}=lG)I-0!nTR>Ac0cy_ZqZS?;+j+Z(+K4QNihx7*N+!*S1yT%_qUDcCMeJrhn-fy~(G5_i<*y4u zc_+@MuzvMK+kF>ay1u%Cwio+EcpWfCts{?|sLj<;sn;X=q@`LkI49g>CgcdZZ{um! z9P**38un}RGl5oa ztLoiWE#RA8!DU0`grrlcdhIz&(RNn%^wY(OsFENw%N3i3G_HxXr^F?q{+_>%sg4n7 zqET^LwC)!2zms$CL$V9XYuLjScG3W-GZc4olv1HqmKoZ(pNhyirm>==hyz_$?~(aQ zJdEDiaC}%i_jM2YEG_qT^S7-i)$2n}-S{#ow|2PycEZGe=k7u~HLG>JnqXglRYlkf zYt*~W)4V10H8T7#F(UCS4slC4M%D1Aq7$0pFR8^6k&uwLI(1wmBI;$T_yz_ezLc5g z4>oxr`T5s)26XY66rs$3T$X>SDKp@aj7~fQY7_V48IXHBH=Y5-9SkTlAQ4D+zTg>f z(5W5IfF#W_JeAOlN#dy_+WeIeWh&Wia}G}>U*kgXRKjz;4NoOMJ2$2hFZN=*lo%yQ zhl9~nm7^hLtQj{J>JecC8Cb z$+=6iIJn0IwQz8=4o~9X-n5$=2X}(mO&r`o;-_(NE4&iN!F?m|6wdARdS;y4axN+K zL<-!W5&^@Va54$Qy=t0>;qH2xgW>+2y8-u(umBAAqWcnN`*-UG+h-gGm8su%g2@km z26G?s<*zIqY6a?5sJyg1X(1>DF_tDi9Oy_#QFmrK=no{I%MqbG9)ow#o6XC_M`zMJ z(4(C9ojPilQS{TJ@qZ2vAhYa~3rjpVA?Z*1_uelJ@H$6F^m0rF)V{0wx|Ub~n=M9v z3p8bbI?sYtLv9KXC!Sr2lZ=L_&-#I}>;XXUdR*G(kTv=~f9DRJ852mRNXE!_>cHKy zL(HBJ1tHJuyt48wQHXKnII+oO_6WrOH9b4N!UD&GtBQ<2Yy}177hXd~EC2nH%-v2L z^!(6@E>#|WcUtrkFg)tm(bri5VeCGxZ>kqJpe3%a5*(Z>>bt))2 z@}85|dJJ8|6+cm00wl|H;fZ^T3JadNWw@E~#4T~{*GJ04t>^L@Pu#hQ_wmGiBdd-w zaT5{TV8t7EzVF7y{pDgHo&kH<)$k0s?Y$440rj}G@C-Qky9LjH%P{EXq<6c9ahffSaKdm1HJO6Z^1VkvR7`HZEclEW5D z$uIASY9b}L-yG9DObKpk_G37>eg1~x;C`Vq7uFfy^}wGBCx<1Jpg0Zxo=Xa&A(OX*Cj=C zOPZr#BFI?+MRoG|v>F^o*Y@-I)nhT6y&#V!Q z?;l&IlRX9dp6BPTE*u5_vuB$HP6~s0Ajf?x-J`%R{r4w9_#imk-Faej{w}y_Dq3(b zeiNK|ki3<0esjA8O;gTq4kat#^PA4}p%lvb&EvA?`26O;UR!*8qkEl!a(qKXY!x;5 z{AQWC7oXo~@3zDncYBCpJ7wdpejuer*|<43pT`^b&v*yCaWjOS!4r3$UNWAzU6(TP z#QmM`2%fm*lNj*~7!}Qbmofuxy}GZNG6R+gKf^O%#n+Xp&nCpvu-?>$XF${EVt59$ z|GqH;26RQ>8Ib&G96Xi0d81QFnMyuc3FE1xbxjaYB@)Fo6O^gs;8}XSlz6g@nNpUL zbC>txrNn7p7+y-;N_OBj$!#T}PHB^A|MY|>iR3z&b6p45$;#=CIw|G2(I#VgH`?Uy zryFf@Ty+4q$^7yrO^R_#Uu?TZG4A<$PqA@79`nV?bA_UjkG z!d?4$7z=keT{9z*VkI})OLkGLWVQSywvtVU!myPjxxB+xQrP_tOG)}E1uP}&&TUvq zI9-RZlqB5$B1H*qU%lTUl;E~^n~$ah_w5@4yD7o_xm6nnx4S;7mC#+(&Q?#=% z+f=dkzUNFA36<_y+Z_+i*tK%zSE zC137o8i{J#0@roxDDwO7j;O!z*8e|u_g`!Eu+3^m<1}?PGcgvR|4*{2FsBs8Je0RB zA4q|_F9y{8U2@>g+XQj*=1e%9j2fe~UxID&?591OpM%<7B*`-M6t1*KnRrxmLIU%U zUEGi%+ULn^`HlQ1pWR@v`u0aEx}rGAQ8bc|gnfItnxpbjdpKtjEnPklB~*Xujyj)* z&fhoCDHM8zqEDBczfb-edHku+GeN_aXe!<|H>X<7t0_3f9KOm^kqV<< z-1jTy7QxGR9)ot A==O3$KVRt;Wmj~=*HR|1QuvXRU!5*TTq-_*qwAhgx+GL`;2 zbfH)!Mn%8?%x6qS7X06W^BeY~xhap3?Cp}jb+S)UspO;IQf;xwu97GHSn&C>#C?Ud1q+))K* zTb-_TZbs11VC*1x;ea*n>2p*EP| zGtp(X2Ywg@PHM8-qQc61gvYiBbv$7>(PHroMW0%b{MuKDLLY4lyY(|4Ej@gYL0$X` zrA0IyiZIMVlKSJJ`cy9vSHh0rS1c2#!Af&Eh~y3}EXp^JiL^lToBQXL6JCQ&$?-uR z(Hh8XbFJ=osDgA+hHbrHN#MoGPn@eODF@zS+2qaLeO9Xe-|q>dh1z#v(1DaAnxkwIUa0B8Ubfrc4Iu^EpD`mv zn3+B$bFxL3{F1iL^XpZ5aOvwU{=r0jxVvsREp2K5jGspMZK(|*KBx?{o#wv5_WJ<` z%(iWN0cP7WogTBjXZkB^gnWeN9N9YpA? zFG9n+yI0oAzh=(G!2}Vu-BExelTAVeQ9bM z`Prh6Xx`4~7#ka*nyCI8e{G6agy&l*X^y(H(`l9o~ z*S9wi6-;5@)k-R@Gb+$;m%lwG!~pW>#%qHI_-T;M3507&wS*Dk$F*sq2 zP6R(B@qgAwRTqcCX-DnR`1f01UiNq)VI{qlUG8@9KJIcw${!t|8?MwiXLTN`BuBaD zzL~+n>iF#AFOA`C1EaW7ssZq(Fk7mB)rD@4z#r8sv}om2r9<$0E@TpYSv`<$H>gLQ z+S6vVOxSVf9(#EhH5BgQ5MrVA|3k=LeCgFN{FAWRp266He}UjZcj|ua?Qj1zlc?`s zuO^3lfHPfcU=m;lN-mLwETNy!)`pmuIJhlNUBkg$Vdz2*?pmN_-iCAA(IAGB z+vJb?#EIeHcB?AH!ToDr7KS_i>?;hnu~sXFTQDpR!~Jo1D;aJJ^3%i@Fxz>0c9`ut z=MA?1^=+_Ss#ITl+x!{GmpoiO-fE2eFMTK)D)mMtw~cx}hovGH&}iZaB|b-%>K}$U z_~H=NaK|p?+-`Z0k2S_Q2t_JCnh*F0i5+;q=Z^8tvV7 zZyS?kKFaot?UDrw{&foD!|Lp+LWgsAoneO_H3eyPYg3}7oq#7)Q*pW@HV@PymOiW4Ost5v^h?TGYVr4>g$@hU+ldD+52B_(b|j~53%~Sv#OcVJ z*Eg;$;T{W>V8%c5+V$&uVD;61^!9WkC|X$m+aXN;?WMc1t{Pbh>#vsB?{t*|?LGaS zrc$#IziIHK!h$=Ju%&~)?`n|OT5iB+j#i|9_m{pyR6mk%X}H~Sx(A&-C8cZc(t+kO zt%%&iTU(KbtnF{xT}?#u=1h7DiI~dx@@5Kv#F4z4Ch9|tt(zZ0i?V8m0f=@!xZr32)S|b){FT3bu zlxhX*yf3cK#;CN;G%$;NTV?%)`OGwZjSr_ZOp$;2s@n#=*UPZXO5s zgC|8exao7PaBzQedxL}9!f=D_q6Zsn`<3`RQ`qi%8G+dzA;yu}CZD_S_0`63Tb;1M zaJLp-$8g8aWns9j$Hr_v6<4Bm^AWqSH#TU}+owpAuMRCO?cMD8xg0D5LdP=vTVTtl zloWODR*-*Z+r**S3hK`#>6J%5g4dnn)30J$K%CmUR_9e0?wS23G<#~#Wwz^6h^fVG{k_UG`KiNecj$(vkQ^ibLGb=Ud^1qoeC|Rz8xQ^VY06`x?#mI(Xb3OGa!GCr?Dv z27>4clhWU_>2T=D1EYgEuYmRTuVsTRe(2^O85Hx15mXef`TMpwKtJhQ!!d0gll8RQ@H|Gm?ZZshl=4_o?y+O+CT zwt^Q7TcmZ#wTwele!1z@gjV?Bb^`@248l8Uk-*e zl9JQoIJm{LUgF?hwkHQSIk)HdH*&k-_X;_;i6fBAwGrGq)i#2gv1}u_Q|2~;yPwww z!~Jz^18#|NGTdagSI=y)Jz2iN_S0wAG2243u9$5bMRv?~u9+uhd+L#)#q%SxP*Zuo z>C&VxmpaeB!I)EThK_=)|Tz;X0BnLjNtG!oU9?V%aya7VTbJi4T*TPXRbzng%B zKk|7HrOW3@UX0AcH&y=iK(F4q_=o;+MM}c%EyNw?XOaBJ-JLU2u8^7jE28FhH~G+_ zH&#Hs0Tc8^tkvmvxgBNyu$jGcr3Go0`4RQ4 zTN@FT)(?@^)f%Lj_n1M+>KCeG-OPk2JYpB4*_rJZ?=2%_0aF0Derx*1I9g7 z_dOkI1-|-U!@c-|%<03Bni@AD@+$zI zi;GB9y|D%hRr9ecPhEgrk0baVo24C8@v)djKC^~)?pHz7lNZ3R_{9!>ZIl20NKT1b zzi`ct1z|g#S?1eE(fQ3sDlVw|q5L1jfsmd{sH*sma=D%h%9ay%E?u=pbfZze2MTOa z(^=2ZzD_G->A+KXhy0D1B0WXiCR-9GaGQK0$k0M*lhJQVaGT_<*@4^S?TaF~O+MP@ zOKFot&{3F1lsYLQr;F?4$Dw6x+>dNHuyN0%GGgPFsvE<`edkaCHf~|1L7}R0o zHcu|Z#=SlgfsNa)WJ5}r8kl7}Z;qE@og5jobJBs1{M-0SpS7{_*xU*IwFx(6&?ig;% zJsD}Pyaqt^sjt7}+62j8xM1@c6*=T@ZD-qm{4h!pH@HT05=Mi2C!aM|oIw6XTtiA) ze8~ST&!_sY+^F(>JDM{-gf91Sx0CPrk3;Q&cBfw02*Dwzi3(#AA{ep<1hK?gLr&&Q z_c1kBc+OYl)2QtXPW9gsf6iP5nU=Mz^-60f*dG^6$7Bf(0baS(OwXZnrv+78wgUPP z=sN5!e;@UB=og8NxuLYJVGYzJ0q82{hf%?6erWIPu44|Tz0uJX7oy}@{p(1>s>0`8 zj5BI@HN#r33-8Si0Hw!Un^zwZDUU0f zDTn$(`9CGg@8mC*?DjrgTWjV9F_Qcy{GIaXPL`GE_|ZNBV~Cx3o6r&9;A696*-8sZ zkwUt{w^(7nG{@+?OTlh<<6FW#yg(0cjdR_03eZ3b53Tf06YBr|NPcP5do&64BdbTw z>f04vpqY@c?WAElz7jV;ibgSB^xg#awhxnQnFWI4lgA%JS(A;rG)eBIm%K(L@5#X z@l=wbl!K=dJ%c0}N}GHw*NWSumajB!lj6@(aGP|aJ%-yP^%s8JCP{Tyahptgw-2|; zz`{S(lr~8(HoKi7+}imIB#Lk!R@{q)+x-&*7H&P6HL`FM-$TIt^Vqm8?Cr2|yX)M< z#(k1$4jcE-kIXeJCEod1N?81|v6Scu*JCN!IX#1=L{`*$4@F9{7WYX}q$Gg88B0kl zFYQ%|l(5*jw@`AsYxhzICAWXEl5?9#4(_K}8^Jva+i`I7%QxfTPD#9hgWExc3kP>a zgF6oHkeVay6t<_U!!X;k`(`oQ^3EG<3!n+ic8o;GL2X2o#Jrs2V- zhcysn@_mf%ZY8{n&k#SfQVtRqB8cuT3PoU$`Qh}B6M2yPhpUpoZW4AaY!|5T^FwsS ze+O&aTanux`W^JsMM#KBJKW}D4HD74p|5UUg}z?D?{PcgEm|2n8L%a&6bbGIW|j|y zNNkVI36EPu*tEiHm)XpTJb9)R*Lg1^hXkdcS3)(B_yX610bdiunaLskRFlO3?V(9J zSCp%be#=>oDYL61jdxYUCKXEPe|3xe1kvYvQ&T{c4|9%i@#Vd;IqdCT`M~bWGg)#1t`cSJ8E65yb5+L}gD9_Y@ak;1;+=*-ZfV z%L8>7O5V49IZHsv`1&2^Ya}w2JlcI0Q%S-Z9!w<%-fCbfX>z)Ysf2r*Cx()56U!J% zl%$++anolw;Nrg6?TCw8c-KW--0C&nxVV)*SK{KP=cB~M4VDJDw?p2=;offOAphQ+ z2=|%D3pm{V?m{@+^Lzh=Tacmwhx?Mp0uHxRat01}XILoCwslZD&Ne&sFSeW?>(JLz z#ckjhf~NO95)+R4OunaW+ATG?4oU6I-@1vW3z?+NT!~?8M^Xmi_c_&@(7N>osfwkk z79HgI2(7gUU0q-+)em1s)Ooz^f0`ddo}Dg{0zB{s;Ua$^s&zFf*9PI-Bv3HKo z2iqZN@o3Z3`xe-lkYS(nqaIq8ko^to8nC@*_XH&dq69^a)ufqYAUSv?aLCIJ)?mU` zx%es^cZkZZZ#RLOw_FD|yh4oNhFx9C2Kn}hQDt4WGjW$;>8RLEi94GAJxM%$$uD$m znncxx<8Izfc921#DLkdt2K~wE?uQuifQ#2byP}{HsNxeMGY^!51YcSO>$zeuqnfkG zug!<+hp`4M*-U$Y(16d5yu=#N>)Cd! z0WGVUum-%ee-)dOm=s@ZN<7?^u_?*baKWa;A<&R)N=SVm6BCD3iFf-utV(!piD6Z8 zR^%a8C4V>9;5EtSVvE=0`V$VkCS70p;We3YFA}fGUHz_jO@{F>t?eAIl_wTdQ#BNj8a0+#&`)F>y~cW?sG|X9ejV&7(v_=N)&ShaW~A| z!oDwi9yj;)QuUo} zMm!;Vr?-aGBZW-4(;5Onuq#$F+4GG6@}=wH;c&AIPmh?S>4W=2wU4TWI-ruHmn2@V3BRViR6QJ2A*x;eY1gbA(Ad7j z=QomL{`man(e*%leq*Wj2A|(d6=mY{o2ik}QR4WHAcdeWUDbZ6Q)FWS{a)Xnt*?6 zvdYy1ugO{s@|q-(=j4#_|K{W|eLN=>mVEJ=yf)2>*JRGgw|Gs`uBGEO8F-uy6E~k@ zG$w9tcRftpcB|`V1aU81p~1wRAy$ZiTjGrY2JY=YZ(`tXc-wNC0B!+Ai6bO}N)+eC zFqLq`zQCX9R|lZ+sVUaS!dZ!^K^_ zO%@loJ8dN{?%i27xVWhsDR6H;dF6_G`};jE5-#q8>|1bgi$rtca1R+h#NmGUqYj6A z{>d{OZd#F+5F*@xH~-cX+0LSz-%n(l=He!tZ3gMImqfNHrX%SupV$W!@6Nr`5hlO= zT$#8x+KC=fl%KcWSGZI`;qslTIO11@YY&&X#N6KX3fGHFe>M8PR#2ERt*$uDRJckR z(!5x%&mUE4==~c&iZhNUxK+ z$_n8!_vs?R!9qBF^I@E5MIoFmFHm+gDFjCkhtMg@w@4$;=44BpI&7c*mDxO&46doA z`xz>|pgk>&>Z9gk;JN;Od{?_YP*k1d(JZ<{zGO&GGFw^A4_R546>*P+q4B!O@@MMG zXhL?MKui2hG~{e1>1Lw@EQ(&W`-)G(pjV!p`kXv4YHk19KduO$wM*u^LzJN;lh!5r ziwYbu_~GpHSrzmgAN{$A8qpWwMya{zOOVRUOUJJF7LE3CKXy9v7RG8A$F;YS-hntp zU_@JdJzR<8`71Zv0AZ=*YccB^VM3(6>*mEKcx3hHYmb{7`s%P4+(WMdp9J0ADt?xM zME%#;bjECCtys&(a=8*UzO%Sh`WYda+V{U?vdhsK!%!FyDM2eDcT=h3@=;KBwA~Tb zMHKPw%7RbdP0$kiyZaz%u>-#C+|d4VwFDMv3#(?Snqe@xOp4vS8It+rLh^%~;Y4Ou zUx8IK6jm`bz2DjlYK5-loRfZ#bn`r&#?&5UmL57(aoi5Q{KQZzDXfRiCcT;SGB-j4 zuG(`eo39{UrCi%1OG@ZPZm{m-ja^V?`%W}#>v;%Cu(?gTS3HD@-+C&zf4vJP)JI>V z;&&j)JM2YOoeuS9BNo;o3SfV~<5daD94IrY?sF#JIMX#Vu{tIf4u*5l2Y-(%!y4-f z%cJNSNYN_YyyvtN+Pm~Q)AxQiGUWfZ`}JHAdRoucp?b0w1@`#*3?8aL5n;F8XM^%k z%I3?Y3l9!IM+wh1ZuaEe0cL?4yGS;JDDaij$)9i!ezP2qy>0Lgk~r0Zb_JzDgZxvg zu7_`d`O?n7p@ejhDBf}4w?GV7a^wUyeb+>}uaD^7B7ca*v7g%Fm23ic&mR=t1i}nmES;sJ8b7SJ&b7ipPF#CA-)ENGSyiop(#+ zfcg++$p|w6Fl~3IEq!nT9x&e2?YS)m56p&ewpDg+#@XhblEm4bqjJF6mI{1{vpsJ9 z=MRx>?n5a=wn-qT_U!=?ZvKKr9PTtm0V@v?Gvq1v_*Ke7GwA-V%jTWV2em0B{=e_8 zO6fDcRBHJ|ixf%^3P)%0BBdW2OIxoUMPhH(x8H9#h1w2w+$jp*rok*$EXjE~D58PPy%TY}v-Dd`|jmCp`5d}i?4_=7bI`Q>w~qjMsbBnJUh zX)b%$f8lS1YDII=(Vz_}yPa>N+atL^H2IWB!oefZ(s5m(=A8&+C`mpyOFau-N5#5E zns^^Vp4^&6YaUCR3nyVoy=A`%a`}WzW>Yxf{t=o)vw3n;B(R zSf_<+u^_!*>DR|UvLHq6eVa+Ew{M`_nU9hYmmiTY-KCY-<$DWS7@utM=hc9hRuxn{ z_ijRqZT3Aob3+jQA^kRt)d;e0v^uxkF@pIe^4ny$ji5a!vCnMY97s31544g3fR_0* zt5UcP8o3knNJr%wD*ROZ+q}dQz4p3iG2U*4)<|*P4;-ygw1^$ao2}g%c~7`-wDwse zD!X5NM~sb7!%*S8YK#4L(&P3&gZWAur+jF zQ6~9dZN|V27kAKEFCdD$><%+7?pHh+zEx!D1Est1NU*c?^a4^Q%77W{tv)!Vg z!9!$Q%)&H{&8#1tV1CWYyRMD07$&+KlRm+NSYt|KjasC8wb#P>EU6nUiHd3N>*zwA zKV(cwSi2CtYANMbwoWvla+!JHV>`0_;^-Cod<=ev4&}wXQwCE0{)p<5dSv5D>wj)7 z1cF&OEv4F{(HGhIf%>{alx9skwB%olQZ;->d?{Lyec*j3E|*SJ?VDD^rt=*{?;sx$ zi%T$Y_qx{;(&0IzaeD3x=aenDFYaAu6EQF~R=5ZYXZUI>yyB1U*xws?9ME zMYgXO`lq;`p);ZEN0S~tLwUCL+J0Wokm$n_PE!B;1gdz-oW5|(3JiwqPioCnAa$Wa(xRV1dTDA;vH554&vvsbzxo+&N)}#b+58y{DQ@ly`1=hs zzbJmm@qLIspI3i;{8u|T97zxuy*G%q-*Ob07@tE-jp{Y5!}I9Z`l4Ljr3IAPWc-z9kORLmnSp9r&^ywk{%Ng^fYnhosmZ)d0}YC@dHLS;8!>4504@tn(nqtK+U zCAryo3^ZGo3ma;yu|W`)C*S}w-#?2_SNF%^B$+%63Ej-WX&!)KtQGJG;(XXt-_B#jz- z8Vj7e;cWC#v!i@6@O5j;x16~Oh|Dwc_!d=yUg=uzdc^!5@dSBg3Zo7r`GoIG#m6r6 zZf=jtLT?W$oSYC7NbW<-LCZ@7lw6tE5<);p^Rb5*N=o_{FqA}y*I_6rJ!*@gB&ws2 zfD#fq)*gqcIV4;sh>kcT|gu zJ8ScMT-;W-Y;kdiJ-5Z#-sQaOEs^a@$_H__SGg5&wmnuxEu`8>(dfZ}FF4$(lYc%E z;b!>ifWz&(Vur)*pQw~F5HW$$d`4f0ox6lq=qS^Moy$>dtP>?0PX+k$XN+em_Ci+Q z)0xl@AEA=MnBj}?2prcsQ$3(I270Rt4@6SO!S0A5M{~>+v}`KgHC`hJf5mBU?<93~ zfWP6M0ruE7G{2qgH_gNd`tG!Q$k}=vSwGxElQ%Yr)INQSl_1-vvEl-jmUFY{ylR7= zatHvkr30PcGBb*4+S!@pilt$<5yY>=+NXbL2Q}J&09o;O=z2~Mvnx{% zS`AedkL~M3*1x4RejB|<)v4*5ZzR;C!;`+1B1PrsTuI$*=b>Csd{R&0&uxR!E-&~o zof}5|m60}5-BhdW3Jciw32y$cpk`@$i^@7mns$cdEEf7FE ze7uwV%_p-wK@1z0JYFd%MoOJwBBiBG)gdW%MAb8eUJ>?xh`uMxR(arV&HaADaF8TH6=>`Hwp6Zy}`si zxs4GM_f7amB~#INFqMo_)QMS=q2x@K@Ern51Wj^F2`DML8x=!9371MShLV)yF&IkH zj+tR7d42d_aqDvM;o^>NzTx$R+}kCO@6Hgty=CPTxwlE_@ap_oT-+`eMYyAaH z{q3_hE^el>TR7a^y;r9MX4mUa5OxfHx+pxiovt6mdg0r2i#euVJxN8+>`}5m> z*%lFVnZ2@uQ98cPkTNX86b4f+Z77p^XJB@BgZ|FcZV1WZLF3YsP@J#xXaDdNa0c8B z)P3*;CQbwguy}=Pq8OKLSrJzAlFD8v*OMyo^(CKf~f}O1W#ypCLC+ zj?N|G6J%A|N{uJ)l$Pe3m!g^rKpc7!Q_ae2D4{C!=9|srH^dtATx}Va(B2vg5+8}g@7_Ardz zoeP1egZ=B#s!#uWlI-WLQm!&c1&^J2yO=rzk<#y|9wQ1rHIoV;vd77A${VUR#xbqUdF>%ZO3BkmDC%6$4 z_rmokOx&|8u9&z5B9t(3+vmGr;+C$J$HXn8_5nl5g0~I>0VNp>ix^6NbdF;vVR~;% zh7wW;+EAd!R8nBEhN&dvJP)Rl2|Z^_C1cmFJSK{J=C|c$qPX>HS#WWG=B38Py)CvD z7q@U_HZJbqr3hTy{q}cpaaSgv#Kj$uaRO&s|E-b}k?o8~{f81Ha=7;;2H|k;`ely8 zed?Vv4!08NU$|Sh{R_AAvHLjOm3%>7MdJGCGs)-JKDH?-ir7ce?BeoJ$zh-yXe0=( zrBtHcGpB&UMzgqm={UIZ4%n@m9s-JSgUN_b>_Cy7xpy*kUFseGfIBIbd=($t+sC8j z!eU76!Kh(gYZ!{Shl=(aJU~qrZnsy@`k)=hy9F64-O=XOtGk1gU67`)&fC9o_fcft zrB4Yt#wh%$!?g5r2|63Qcw(+y9;jqqKMBl92IjUwqsMQ3q2>0~%+dL0Pjf}Z4(c__&u1F z^BMe-@w1}m(C+JTjF-rWt-5SVzNEpKHR8z>p8_&!;!1NnCLn{_RFwsto=c$OkiKzS z_ftr6m(|`{jidiPNuC_}s?6u}73oT*-C_uK1}oj!!-^~2a4Pd_vI=trG}#?FymLz% z+-WuFl}TxZZGi_zu8+0AdzpQdLv76<(fj8}vQ-nfk?#;DOi9#)i9BISp2;1@rsQMY zAT}jC3xlyKDUh+iri3vsnJ^{fv(e0OtV%QkckCrpiOcpAn~61f;Mb%Su_mbt*d>WI zsm1VbP5w5@$7^!Z{1sl4lK$d&O26LFWKYMy%;*O0g#>8Dd7BECWiTHkX3j#_4FC=0pnf~N~ zp+r5j8AD0uyflUqGYWnTC0G2OVJJD%Zj7O1=glE?qPOWStJ;a)4mGOrG$fIWo62Gr zF79>@Ph8x~q-9*(yVw2|H~9lJxVY`PWN~r3Zu#g=WP6c1ZvVA8R^w~`| z_3BOG=;cDKic0=B^vK!qNkv0HT9siAJAGmT^>NHH7@CftRl~xS*%O0^%iWRGa$>X# zH7o_}Th?kq9@~zUoMQWnJj%cC{UhfO?IhI>%JNBwFp!(vf2W1~)23+7rcM3uhN_d_ zMY#*s=I7GBth9hrZ~5Qws2Y&#i?T>;%7=WJ(UXU+m!a5uEPi@HYH)vZIIW`@`Mt~< z5>uFvAG}IXK9HzPeqXbZ>u`Oy^HVtRNsPOrJ^;LW3-)oH^MWhEo5fVNlm2^>DEfpf zqzh3<8>rlK%--RP?#$`V_p6Sf%Ug$Aj8HSmKPDH+Ts?@W_LK~kSq`GV-*4|f)--_b zy{TiHCSM#i&>o)|5#NsnH|DVhNi-G>}4(BBUH&E7Y`euO3I_3VpY;FlYv#qj!F}(N;u9& zVO7FdYmH5b5WN#NB`ww0@R~Hr^PM8rWE$HQye8MPWAU1lV|OC2Nzxp;^Y{{;lNnmy z@thP8vBYcgg2y?$COLPQ&k@9((HQyHk4)UTq!mou600GYxTT8#6L+(W4<>F0&exc@ zWnax;;8s7Kgn`?@*d9ZP!mrno1e6%+NKZAB$W$`o9EPdnw{$+H5~X4qOeGFe|EOd? zOB{xhfK!Jslr(WW;o_E{k-)`$aV7&7ckjm`T-;O6`nb4VD>!g*Z`#j{i`(4A0QWWv zO%U$wZW+~85)p18k_QgAdFa1zb141`_m4yW!kvETU${wq|H8eZ;)Ju!Klub_yTB)B zmtq}T=Rrt z@_YhWhTg~t*BU|MuQxsh_k2Kek2;E&r8*G%L4hSvhic?0s`=c#vJpBsRQDZk)I--l zu(Hwk=Ax2g+j1v9g(IrkTV{_hCnNP&T&Jd!s}oSDNg$_^SQKjNT7Gd;HWbBIMHHOb z{`kKqiD*m8!os6fbnErjYD)_j;5+nUR6_a#bV@89_-2l#iwbY1&xd-A_; z<9mg~E_K3}$K!`W=Q?1>nO@B7Vh6AZ>SD!B(=>5{P~6i^`?2Ca9HodA_pv+vSaEkx z|9L_v?sPP?pRBk^V0EV~gmBzyVGh`F56RISBsAcc;xMcMU$ReP4G1>XSOeY&zk)U3 zA%hcG18NJu#v1ToU>??h-^K>81}rEI#iqn#sW=|Cy4Qf2QQ9%_P~BkVYXv zNr+Gdu?(U&~*;W$u#@UvaP{G+gTJ|s7vEEN{w%N*W;%sZQQ4A5;HkKbG;c(NK zO5G}?Eixvs z5>%TL2ip0+Ck-~9K;Va}yG1#+&~;liResn5nCT?$n0#;tm9yTz9=>vegH46v#yYOR zOw$qhWbh%x(Qe1*H_8&Z2Z{5W`+AM|{3bFZ8=v3YI?svEZ+55a;NzQ@=kW0j2}ZB> z;`1BrQCWO`W3oLEJMKE|uWty)Eo!(HNI32<8K<%17Amb^BOLc;%4n>(PsK0aBNVr? zdnQ)gd%xbsihJwoKMmN^yGfSNfZqcbcM%%U#pO8GfK?Bc$r_Lp4mO$eSOa>PMPLp1 z@L(C%fEJD)u?95Qnut}&;h{)-LX`wVCRQcSCvvbV$&P-BRY|;p5;i6K?pa||l2Y&h zo02krN^D9Dr{Ci>33s=hC)T6~Q$`Uji99Dein#EcOgk`+=OojC!+1@uwf|d_v!Cek zntXM=53fl(QZFWM%~kOa1aU8~^J3z5AJf6aecLVx6Zdi~F(XU0mF}&eFKIUvP!t-cD^;CE?;e<{X8KTPf-n z4)^Cn5J`mljqqO_?(Fw2INaR7d~vw-GbV7hubaHb+2*EJ!r7MCNX6M+O1-$s;_rks z7;e6JW6T5^##g1ek_^FB;quW~T?LT-$^N(Ez83JPa0LpmSDyzSo1;IOZz%$gzwWEx zk#j)7xHMVsDh`F`viK5M3pKL%8n=@CALNaUF4UvlyZxG#n&lv8GCXR}#aD18?2t$} zODIHL4E<3{oeGynxBPj-^b#_@<^JJ2`5Lqajz{U3rNeouA{UgF3BliMhHqq4qh}!( z{b;P^AkuB0e7kN6hzU4&&i@RAp~#AuO2<1LlQs785x71#wHq~pQ^zvr~`+jaFI`X$6mfft2 z)F->7$oH=5nhw!G`uxvZ@0eMDIx%fo{30*7Cq*OOwN}`&q(lC%Isp_6gIcNY$-kqD zU3<{zZiA?)TP?2zk}jfa6k)+vs9b@Y=K7T*2_c~MCfG;GGaim#Rpj{GoC?&MxW8HFdw~9rti7Y{bGSHT(^)W>h&YdC_q zhS`fsbYzmh&nvGQEsI^Jb0WW7`J;5wVt`f&IJhHNf=EA0;g;geAbbOhDlG;uApg#D;#k-=BQq^^n+Kp1yW7P7T(Wmh2jPl`yyJc5Vwlc*6p&^DF3jq z0*St61f73#aEIr>4M@H)JEXS121+)yoO^mX6Y}U-e>^Zn(6H~!N#mE55UVOK_uHuo zETfY@{NS#J8o{w)(I?d)lX%=UWO@+}UL5_oRn{EI^B6Ra2z8L(G|2uFsaJv~bycli zpKd{0O>fC|FSa6Q8#k$}d+$+nk2k3*`FuO-ic!}(k<*TfnsenIc8nnOc#~D9=ymwf zlCrJwPz{uM*!h3Dn+f}~_sI%9M(}Fkt?<^WN-(s`mQ9GRf|6i07EAeRIQb}NC^4@Z z`a`4T1sPtU0&Fpn)9&HCP6FzyL<)m(1mpHq9m19|y3 zsncE%!p&EF zNTb5wHT%jb6yxe3Qb{R_o;B|H70`GJJ#gLa-z<3wZK*T4rE^IHL6{=W_LUQ7WQlAW z_U(%xvMm^Y`4*Aw2@yF)BHQFoh?fxA4vIA*vQ2^qoYOem{oL_5+`d++(6DHXp6~jm zHS_QS*f>=_qMVb4+uo~-dxQBwKmCBi$&X@i^n?G5?Wh_cSstYX4772j16ooOPuIAUS3Z~{V>I1qH73Dz@VkE8aX5d>Dwy;mr2t77E z?{%CBP?7crFOK^>h|ya7ONR7*bn(El*zG+V6+-&9S}$6-fX&_haMhj@P=Lqu{6y~1rVurddAft4E9NLjR()Fyx_bhcgKEoGnwjA65?gAq zu>kUmu_tMSIRRRzzr_84Nd={9nr;5ZbQhWxzvO;-Vu)mV>TCmR&mpZs#oS#V_9N-m zSDpqkf=H-i!|^ryZsfUfNZ{V$4k(c~tkEw%3cBq1fsZ`S!fDfMd;8pk;JnBzgOS5& z^eT;ocA|e>>OL(^lJLT`l=^Bs4NWx#F#hDacEDAc1{#tsZ?D{-hnN6mriqemuzey? zu(4>ze}5!nITW1t?; z+Qj=5XPdwD1UB?h)V(yT^50&W|1e$0i%t+y85->rr?4OeXi&MN4f3ZZ_OR1TA`&or_07Qp%4 zqP{fb-J^1w;RoTuekco!`=9eKm4(} z61h`c4BW1MT)h;xnv8d-!s>lkWJ~WwIoGyi3Qils&U==j%)SZ0-Xhc-{w)h+LLB$fPZh%R+qb+w z`c#6a=NJ{GNgXs9FG`4+Eg^Lp)8X@%bjjDm-%fPz9|yN?(t#n#8|VtKZmg@NAvf7y ziR?d0(A4bm&QC&hh&EJ#RJa(}itf^`-_eFH^w#KN>$A>DSh?P38?;Xi8aqb6=m`!Y zE3VSvx11#OxwC=PAr%0R-~DmbjC~2^(H>rF3i)t=gUYzJ90B`HEe8$XI|2JL&vk0Ss7{zw>e2A@8=QxBqU_M01786hRZq;;`25mMAI#N<0YM|{r3xtH|{ zk+wC1%C#?L$mjC4TMr|u$PdH|1$&t5P{*z}G}mVu(2qu83?*KWI!Hi?-MMoZO72eh zV<^d>PQXy|i;f;cNyfguePk#hp*Ftfm`c8_Q(-CzxU(M@w?*RJYNEK=%-bS};*Je@ zGe8t~PL38XZl}+OadCUbhvVY*^>o0+-Au_gN)-3;ZXre@+w_R}ERpR}V@aHC=GWVC zwq;v5$k`@U19SHc9PXUCf8nlmG{fO`RhYuzZeTX1tvfP~9A3m0U3|rlq#j33jn+L! z*Wp+H@^S`v->O+@$!`GGjL$#1Tst9Nz=nS|?E~zlf5av@`WYS$CrxhGng9`cd0*$z z0oYl@y)EX$HfS6=^ogIOmIqc}JWaEYKl*k^cmJ#2xZGxY6f2=~7e2D)t9AOTArLpyJPMx8eW@U_UF_MiB%TCbWb|yRHqw!^5sh12U(8tMb0a z&DcUXlq%lf-Bg0^oS{ZK+b3cZmkDY>Teo{ zTO|o3@|7i%@QFI!@pQ^G(0l*n7Et&EPSFBQ?4zgPT>RqC^Oa@r?dY9pFUxY2B9utE zhq4p#H2jTHvg<+V<&D&qEB)wu%h6zDtUE&voGgZ)f%&^{kYYl{K)yKqr)uIOzx0YiVOAr~jb1kMZaBo-IjDcI> z>~0L)i*7swaFd`)?kgs4X`d8K-1KjbVJeBWKh8x^$&IK&gCR1M==^ENP%_7G2SW+T zu?<5>uF7K!B`2RGV<;KU^}$e*>63?$|8x4HjL;@&pBu}3vyp45Qu zIh@7C{rlPqE^fD3KV00ebm?(%-&Rq;;eKFxpOFantOEZhesZ=;V|8%0^Ve?SY`@y^ zFWX19mf~z{n*YSvei1-5M`Zi1L0S5<2o~w=0=maxf0g0aCD)m=B*k{1Rm&9L)?W-( z)6e9ydRxHYNyYdFrgkuTX`IhCNdBCd^_6YhZC#N2;$W2Cmmc6^73I}9`~tK;L=Ppe zY(*$ap|8fy8+8;e%dzBGqk4tvhh~pGkY@2fYOcE%qRf(H8V&S8Et{yf>`3!NS}J9= zcFh6krtYElr1^&{sK}*#)Z)7#G?dC!&{6k*(H|X$JiAIb_i3B9^3F~;RdcVmxS|W@ zMbytx+4X?ax!Qpkp*|RT)|Kfq+z$!%XJWs;p_HEBq2kOKutLUbk*9(WjG^BTi@SmExJ}w=vd5tx(pYy$TRa^A zjs7dbrI{bW1(Y?8B)mlxNnx|xqtHsW|%^~pn9M`E| z9^9dD&~`^%4*xUwxSO&~o+AuCvHw}3{TBA$lZ4?>K$4?cDDHrq{~fm@;#nr) zHF@4U8L!F34H~>A)muK{HR+?Shu5S}VhLW8;tF_8lF${Ce{(WD#}UuT*3yTVxc#QW z^a?ZFxOcto!o)qcaS}tx z7meTV2`I_&Te1#5A*cTIi7;jZD9#^E+8rp4iYs)%s7UFp7tQ_<@q z*G$KRkNT}rp98*BK6jM_0}i^L*Iy5U0mBVp`#CX46n8(r(IpOv&h;fVsrP78*r{M-+|HRax!;L=t3-pb-I)NCoL|m2Bk}|}D)JlMAb$o& zp?_?p>0B^69UplisWTXDxClMbNWBmDq}bfP)c>fEY_*s2L*(C6agiC`NE#WZ^eWe% z)kGHZT$dX!k%=_z?QtDG@(1R_gT(s_d$myHqeYpf6|MiCByR_#U-$Hlpw|b2Tx$~z zfKxN-W`klid@M$SnsERrsT%rBbb=N+Ysr^S^rl{Y zRtM+kPACwj$ZK+hxo1lVe*5Op#N4O)MpR-~8 z33^TSrsrwM@BZe0rteMr3?iI|80|PmVED%Q6YrU}O7qr>x}Rq7MiWe`W^J5{i1Z@b zdTp%_1(+}PBvpSwF&5tYu9?rG?KXiKNh5Qppv;COb(m=Zxm*`9lNwz>FPt||aJx}d z9;+Ld({p!#s!Ox$_v1z&(axKT`dBl>`+iX|R~!Pn2`iazXNQ4h!*R{v!DmQRF4oaG zJ_2q%Ut2VDMnJ4bxF!Eg9cuBA2+!u#1b>SsL4$2C;raJ>mz5jI*Q+@gQD5+T4%|1n zY?NYnl3~_arR0})GGu=moK?$D2HUm6RXblK|Mw)h!Pc+sAio4IfA97@3%ZARlx0%t zU$mn_UcK{u%q57iu~B~@r3J}EY(4t%{CkvO$<+OhsskOV{#4Fp)QOJkWHAqwccHRh z!dL^IDvQS&(7gVi27I8Di!~sJ_<5`Wi%f504agMkL1;koyTGeHSOaF4XkZN}_4pcA zC1Mc?6ND-e*pwPZsFGXkNm~e2qCxo?s}h0!(E>u1*z1qKAXJHa#|=%wlyqoRV^hLq zK84q0eV)oEVoe&X-N0+|x}?QkVoknU*-BoMq%`z!Csz_NCkvl!*+tArRmSUhO_qxN z!E5qy@M$H2xNF};{PiXiH&gISOx(jN)0nsgKFMI>Zj(^P#I51kfQkG0)BpzVRnuk+ z+!nvYF_ak8e&-;dWR*AiR4|E5C6ClgF_mO{iDD}GyEzI|$xl0ROeG%exfn`*hw@=4 zdG|~d7dQDGU1g%U9lssN#l3h|9v8RJ(gH4S>)A|P+_ZVUxVZNO^5WiJx|oN1dr{*2 z2@(3`uall~WO9UmKbEcdp32W` z89h9YLt*!H)5@t|Kf%ALt9VcF1o#OB$|oFO2m5_3Do66ZLwLW++aI()pka$Ksm^Q9 zPvEL}{xbXHPY8=F({0PyD*ZfJ*i8I`CmIjDIpC7Mh?ZYE*k7^fM|JaA_BEGhP|W-B z94F2>bgZUzTfv)oei0Q@x+I;TxPuGb>v^3RY_Kl?rlEtf()bCzLb~@2DsYdze z_cs|%k)H|ZXR2cIt;}rHzQV=(XH+Z)t;_iLhehTf3LTQ@m%1Eu%2K+irZnfjCyC&> zZ2=tuGua6>f7s~hVJC(_t6G;w=WMX?%1p!mW1NArAoz$yGqm^EABff`?2EAcF4zy+ng?k zP~0R?KXe{DZZC#h?6?i)46z1`2x7zF^M1(xIrVfmoB1so(ILy!iJDUXy&!%kY{sG&~(m ztjXFlJ7|bCS>n#Rl~|LBuXnyD)?{7083t~xc1kY-xD$#*a?D9&;`Xrpiix}VO&lif z$5&5c;$~%J#>6e~WfvyyiTP`oxOsHMF_iR+Rx=P#a*K(Cp@f%>8$*f6qecuRsdNZK z3F)l>h7ysaaSSEF527%XaBbZ@K_ZH~_m_}7QQY1wGq||#>v-Yfj@6sS#a*0hiHrNa z&cEU|i7mp#J;d{`xT$`W;%p13n&51gHyYq<-|Ml**-qW|FWZCjV>sLIyIXL!cfL7H z!r_h)7scV$P3K~AucfGTex~E#cGezV4E<3I?;U|`+ws{`Va+fsaXQAfZU|V`gI*MM z4FhkGNR)Q>XDALCIBgR)0*3zEYR~bEf~7b*)}K>{p3px~p;yxY-@rOUHsM!5E3Dn| z7^@UW9(q`nW}ouklceca%2rrQ zLLL#OR`2ITAoza$@d8;7kc^=a<=4Ik2hC~Y%E{OFw%C*&S`Kjqy3>(mk`8XL+oEi; zLdhLs^2TnS-Q)pIE3x?ehW+FBKH~glC+jYJe)A=E8lT_v?)!z$Z-TkK@bS%BixP2s zLjo<$GJJlc64sB;Z|G$YV#l5MtpGdj9=a(i!g0@DV0lhB?v@u$w1ngS#d(a6P~2tV zTssKGy?&W)JE6Gm39Mtq9eq(5YryL(w`K?p$nQCaHDIW=n?9idLzcS88j$1!3#45w zga!;8E5{m8tyZ z+ce1aUvZynK8K4t>vbg#_gi{u9PU)M1{`kfSC??O+c*+&xFsb0aJE~*gK)OTg@tjp z8LqhEY#-l|+5d?r5GmO?@-hw{B!5=6>0^AiHPi}y{oCiK2cCB_t-t!2!L!p`x`Uu$ z2GTlfXPZBm!gozch6FxSh?ErnvHg_E|37zUy{^(Aua}NqzfO3oN8Z6^Hw@BNYyBbJ z|Ek_@4LcZn#=vpnvk#CAmfPY={9$J9fh6DL6BzK(tLb|i4C)K1TC^`h;J{|C33Et8 zQpby%`mB$@FKXieizEJE_9M5zCe0Q)pBj^ue&V~rA#uh#%U%XZT@}v z{d>~kV7m3H%APT)lnZ_rifr8>Q-gZjIW|v3uaI^3Mo|^POm+d?~)E& zqf8f{hh#yv=c-J)XBc{_xbJ2DpCh2Xb47lP-5!#|^}g)oz6lXlh9~7yZNR#KtC%lZ z&KB%qpFWNLX$Nw(YXR-`4)F8!Pu1j9r~jTO(?fCZ*gG`g(VD9z6Yp_U^d`Hi>4FgY zHl((sZoz_L#BB?jIrx!V&R99!fB^E@tlwww{4hHDa;+5Ic!h22ejIPy7qoK3_9LUbgw@M!5x3Lj^&etBLP&iznqPTs4Dwz_T2q#F5KA?zmR!>uR_A>F2zT#Oc^0#*CBFN>3qRH33) zC|}o~iYWg5U3X}Ap!yFH0WV$lBJq^^!_ofxQK9(8kFyNz+6!dddq4vDeV zioE%nn+Ng)L8HcAdLdQ{SalvHy6Kz))~Ea14w}e9hT^RiOB;Ex*1l93bXyUY9v8HW z1Zu;~y#APq=227@Rvj5bdUG7vQdCyu#<8QrT`t!ZV-KSw7lotq8A3?azqHG=`50<7 zQW)K{aU8Yrl(Qe*dIIgDiq!40*^cIPmlb`C+og6^nzO&%^;L>qRrt2W+YeIlss%G? zyJn?KE}c3kradQh-;w`hg3-JbuYr2%`x6UN=h~l?@6A|{n&bc7LMmG`ggsJO+yWo? z(X+sfpzs=51e^T6sc8zK?P6K}Gj^HRoBG%-}dQfkk)DE zAO1`v_=J?G(w1M8>WnQ64@44y@az(TbqotUHYUhc52@`npEv)2v+ArD#4sJa-kJM#V?@c9h*M6k#2u-E>3Pp9j~fwOZ#22BSX>6{H_T=< zYRZw(`Xw#AZ5k&b%Ri71RIVC*zlJWq|LRO>+rU`?HuT30FWoU(KJxs1im) z1;6zuSA*=rCD9+LHPCvkZ?lN{B+R0>WAWNQq%KlQr@SGpH=`Nx=62_-Ow^IWq8t;C z(2am;fBvRQB=_pz^hRwJy6Pwwd$Ft!*R;qVeD)GhVw^RD>(i=AdzJ2h1fA_-&y_pCAnp_1yYmi&a;B9CUN-|b z>h}vIErn6opH~^WJ)I8zBrH)+h&3V7bH!_g#i@v9nCh?a?|h_v%UZ%^Qvs^G#pSrS zI3KB0xw9BE=Oak$lPIGl-)Mb4q?Vy#2_38Jj429XK~yHDCoin^!N{W5|B-d&@l&ZvX?d4xd(|9QW082mK0gDB;_~v z+-5YtuYb;Gj&t9c`+A<|ecm(IodVtQTrjyLW0#6T6&StEUZlFW3WVlIw=d$X0_Bab zsjn2=o`B(1F_Tt-*e9^^(qumw^?)2OdYb0}H)vnJyJw?#1B{OLIqlVy2J;Fx@98*F z3@56~6&FMl!@D9LpDV8w!@&~sJtj+v;qvQ7+-dSf&}dcEuR7^?kbGTh`1aHcB|Bni zzkstpY*P)=*I_n=*Y&<`JrZLJ_fCt=w4c6f4OeI`AQo9Y3AJ*Dz(_c+c3C>}hIlx1 z=yCS`O^I;jf^nhfFR4&4sq;>gbtY_-xQa}PZsN8vx+$?gxMPzOIt$`%^CkI@>I*S)pwxC*E4riG>R1cS#evzIP0 zXJTIg^C@HDaqOu(EGJL+|0xI0hh(p?$Jc;Iw`%TK*1iM@MI180YUSW8<#6P_f!CDy z58P_*)T!GbkafN7;)F0bk*P7CcT)xw+Blr`_R1sdD-PcrHWw~{8ljZs8lI(a=#S)j zUYiOy$*Qaw_R|Rl9h~>IeDW@Bt9JPOUFK!Mb1iPw6{jI=b zwx!Pb-RD5WSA}WU`xk(o(XWt>j!VEK`gt1lv0gP0no^v<(0YjS?vYP4OL91H-eQ<` zgFg=LSFwE9{UaAz|Fo;~TUi7@zV83_RuV$hKw-CItWV&rBIoZuW7V*$ds&0e#wKW| zmy=a-W`=g|`|s-IB-DTfo3__Erw&upwBSqWlo;?dsCsXCRy_3UX6rP)nFpt~ zC2#n)zXa}GIz3@LT@JmT|B7sQTLp{aHVlXEsf8LVuk`kH-vstE=dLU}*h+bva^apq z&0+9)ceF=e%4w+EI&dS|!WCu&i+vIwGxmVmYn@-GXnMiJ?}amie0*WJu3ctSQ2g*2(vQyVKn;g^@(Svt>VW+%%P=$Z;$3V2&Fz-0By4kl~hy7ej_ys((2$ z+}EN7>4uvM%3ii1$1O9gfE>4AL^5(E9|xU~D-rpX91)F~5~W4a$dv5)c?_A7vdRs} zlysd)MW&?910YkjU8c|+3-WWR-A}3m;9X%QX6H#;tfU>$Eg+Bpg-^i&*-x#u#}6P zeg4W!AQSG8Q8tndtea)F-{8&##u~Fd)o1cR)AhWw>YUhTg%A8((m&w`E@t1l!78Gqa%6J2GWngijuF1YaZkS zX>E~LI~@L*R*wm$o{maB@<)Fqwek$0<{;a`H!xDf47e*h4|p6nwc;sL_6Qa9d@_XM+Pv9AoVO{~8kPGQeJ*QxOx`wyLBfe%~DOK2hd zl3m@055w4%Ljyb2lp*h(h~e)Bx={2(lg2>OVXRlVx>tUO0UTRb(9|Yq3@`L8l4#w1 z3>F<_bd%S-Xl(Ru^3Wuso7CuFbd!9hjBe6`nbA$=1{|Pwli0HqcQM+@hdPXQa_cf% zyLy z?v`ci`suS>dsa9(K&oJO3@!cw^y#TB^kumS4UK+tI43&8%DZl!Nsr>-nO@;&>4Pt6;+H%} zx}Up)YZ}|~UuIf@u9J;NeqoO>YwC`gK8k&heW&zGExkDGBW502R7sXh7f;Eeiz`>d zws!MvGF3aE;(oD@vU{R;!pYEO5!J~Qm?%3n$uz1A8=ViW=T6y!SCU;xZC;WBRZyz$ z^8D|c7lRNR?Qs2@31GhYjXEZcK#+gW*Ptr;9*BIeBhm9b0nA(Sq#zyJ={O|iG*;G| z3JTfsKOXz=5crlY@}lpQIGC%((RWHN(-=D?X|{}=lCt-Vof5$i#!gAu^f&rW2^CCg zGqy_P_!(OzjUsRB=-s63brUgqHyJs<4t0}fXN^!dd2n$&>L#JyHPlUZul|g>Nyp|c z)J;adPC(rxOI_t4-Eenx%ZAboH`n*q$Z#()+l>tOzB(q%a8vW3iM11Q+}|x^k>lpv zAA=mX*O_tTxGxnsrqNBw`JpGQbW?J0)(@GI+W`})bW;+|BaKYS9eojGN?gV~ktwMV z{CI_KN>+nC$dn9=%HO5ycI%rGOS*2i37m2fpkl(^#I*$p_n=xn5^h1BZ%DZ3+)M9+!CD(;Z81*dO^qb86RVW?SQuoY%j}YV7u);1KVTT3~aBWFtDv4{TyNYUI_!+ z)1kr+)Jf+qSS7cA&uTkC_2ODH?Y(uB?fJTiEW$zH=saiY+PKTW%8~o#rtkpJ(j!)q z=35yE)~wq9b7NpIDCJ!nJggf6+Nw@m?OH>8f=e&@_}&AQ*T7u=Sp=)yDwsEJ{wn!N z4tzgzP2lI*82GKM_WT~EYtQj#cWPOJ`_>OtKmC>`PDkc zHegnbIxBq}FglR24LCBz*amEFXKVv1d{RW)fZq`|i)7F?*EJY$xI+Q~;NzoKrk<3c{_CjV@$ zuctfi3r5c#(H-{%L8cnI%^-IN%*nR@C{F;{Ykdl0#jH4_Y1QlZ$1T!~=|!N?tnrDxcBX4fScjWHvyQm80*So+0PM>RiuX{ka zJgec>#1TNtR4DgiUkUm@&QDw?{R+kjc-{T!UINz@@Ot39S}U zZ(u{a>w5UJ8Fno$8i);Qg{f;z-X;%}f@kN#Y-dv6(9X8K|0Z7(1GnjyP9}Zxg~=HU zIvYYF;hS!;114cMF)+(3TRQ4o9Hbsue-hh{g&WPhjB33M6N^>=FqgUhFW*K@iifaQt3{>@*LKwj|gHEZKiLDg>I~Yt|a-(g)@gYlX`Zi!yNh;a~RC1)DZNT+M9ndylla(mi1}yV`g0=w%3Z~FDpkjLh z+6H7*h(rZ zeTpO6D(TpI26dCwGiCMkZc_hTCF&*xU>NEqbETek(7Va}CJoe0Y8pV)O;SS&P&aum zt#63lO`bix5*h9*AI06xF~c3>-0HoOiaG8bDz}j1&br=@9QT{|496XLRt`CCqcwfV zaliP;aNM4!8K&fO`=Bu0l*lh;n39ZmhAFY+xQ$Fn63+}WCHI>crsU3ZhA9~q7e=OJ z-9d#>DqXm{ukE#=3paNvL%5f(X9)MKCquZah8e=Gv5FzwOH~-copFRA+?s!}9Xovk zVOzYLfo&sk2DSyCFtGiRkAZE`zt|3Gait<~|5(5PccZAp>-*(h@IZ)SROM#@IPSlT z#U6W*Z+hz+UWMvR5WtmOv&aa0pfCGt$*b3%fG4!+H5osif@i7x_N{TxK>Fmh!>|2c z045X4=U;r;a3W{xX|5ybG}~&XDE_`cK)G)J?4s>uAQV2WmUlV;bO?)`I=(g{5Y(5( zb)KRIgN~HS3qT_TT>Nu&q4j#Al6>91SuAnVAD&+Xw;ym>0~YNYJ@H_P4G?~D_`<^t z`rsVfS*vAgXF%4hdfWOSD=?-m)6c@vs~Rm3C7~_uQ_QTY^eyh{k%iajTii2w#^>l;+dPoZr<8KEe&4LJ1ZINB=N z8L-`hzE$%2Bx9=t_S>MXl2va@(N@VMs6{&^@mSoQcvyj@!ib zh7#Rz*D;48#~u8x2s!ReJPgOZ?AHfmxVs_4aPL3IFx-znFbsEX`MV%0-IajKA!WKN zF<8%VCAW`ULasz<1;dr_FD*r;_!GG4vk>*`r48+&w(mfdALm4WX9Q&W`%~8VOXo7Mbx>xTq8BYi=H$ZmW6!F@|quyhooV=n-qytBRsbK#hl_On66&?HAv36nGzduHz7j zJ=pE<508oJRq7U7$nGoLTHs|)#Q7X562!->}#XevHy20=ZX=hO}ta$SM%~J5LN;f^p(F z_&(ely)gKfSrl;s`S=9~7bRW;1A|#BI14NR7J8VA;z%E#PLbj5a}LS&e^@qtn9MRU zkvW!a+~_C5wxJ&UdfzkN9T)`7Ht1iV~XZX^}*nr}jPT-WbsmJ!ku`uN*pT^*O zcd%#M5}Jz>fLrvn7Ytm%?rGJtxKDI5!P$0I;hIO`hq5;9S@Obcq|Jms0pd9GUU4wW z`$Y#5>Y0SL(Csf8fvxu;3w4QW&_aA*hvv&dzl^@0$6<4RO{PDR(K}7>iXAH;eWER1c~`CaLccbCKBYQWh0WR--Qx%vg)CPLUkUj z?^YTdaa_=4_b{Nkznha zB#Ff91{4STM<5+?AbSZ9gb4Lz5aP63AbRWP0pu^OI~PD%hBFiFxD5cK9SwmL*`B1$fw_fV{-Xm1Hkr{7ep2 z&{x{*qzd{runX0VakEHL-LMi`@{+EWBGHFPYI!>e#i7CqU2>qKRSaqbTqaY)U7CT2 z7e!=5tO{f#;vpM35guYyqlPEsKzYDdp#xX?Y064Z9P2zKz%~OZ&0D6AX=_(Z_1fPH zH+_sHXph;7O4lF_0zu*XB|oVA3PuRxb>j5-wtXJ_nmcd^#uQOBv`?0LZSJF4-Da37 z{#v@JdO?(d?_ym@<+1)_^t_B4#!D^ z2t^Y*A`)o=lDyFV!#j$C2O|-dTj`0gqhzl15(w+Rk6l3Cta-#X?7}w*9GMR1$;T4( zG&gm+t_^tjf{UgKB%(JNGE;}9ZBC{(%u~kI3Lo3%lkFxx zZ~eNQWU}!28K<=*Yk|*)#!Qh4Dn9>o8;XN{E%g8WEHWg^C;n@h2(oJ6^N$C~WWncE zY{?kG=c_CJO-*otB74Ej_bNsng37@;meev&)zJplj|BDbR~=7fxNZCxA0OTgLLL)8 z#>Zg&2;{8rV|>(q^cDFD{1_kG{7{_#rh`M7Q9ba5_?UB^A)5FxK5Cs}Xa#HKSjpkNL0_sT4D=d|0% zR9?RM*#$y(QK&y>L4E zSuYyw(l9dK*&an?{(5f(Jq{KA2qOm)eEXiKF!mEsY<(IL$UAVNEbGD_Xv+C3 zS@S|1F|YaSx7H2ucfh&z`IzUs0OAB3Bb9u@{`cUfLq(_L&9UdD{rxHO&~92Sw;F5} zF4T-4U~WdeMcC3Z_3y#&h()3?GZh~%k0Zs|$u;<^Xr2??C}28uYQTXh@OeZ z24SR3=;Dg{xMk@1u zaeZR_Swdvk((=Ahk)U8S65lhkYru1KV&i2KS*&Su*w;tEW zbOlc$sFPZ$#F35HP|;GBf4$)S>K6EYDAsAFx{+8DdQA~w;+~2q2@{=bl~5*v3@?!~ z5gXB<)n(ZYO{!KHGvE41#9`&wc&*I+7T`1QO|}6)F*Y2glxv95Z5lL(HFWe;V0jRRVIyEE@v9<`O4p5vDw29l8n+ zq@-C7Uzz)peGQP#Qi){+C&H*cIECd2Q|l;3{GVZHFO=9m(E)2oukg5=fXh=%|7+!LzxalnL{O*9YIjbZ|!A z`laD?J`rEc7sa7sAKxVhsyqs|joXafO+ruAByx{q`lyx)qtp_3_HnEMIb8K>u zd^xmX>3KM86c@q~c%FEZ{uVMPvjr8v^fAqXjkStIoI7rLf;>;lXbCU09#u**m!a-! z_)10SSL+yJ(d^ODlgA|)bv4i_@ZO05_yvkf4# z%+ZU%GT+<(ux$PzGRxY)9Loe+AFkH0%m=Jo>K~P^Nh8KB7 zKddZ;ce7JuU*;u1L+|-=<{?3#N}lt0-Q-8Ozl}%!f$tsoy4huY$iZj8KUYsYPo@yK zv-01JH@^yAZoS{mF&YIsAKKt*)y@Ld~l)eLP}Q7f?=b*snQI2~C4bs}3Z52is5e zqsoyx^qf>V(lZ5-UKTg3BI%{*cqLMaFY$sTm5?=CjJPr5XinnBQ-2hP3Pan-fr?b# zo6-|;O0Ig#zlnIJyWB=0c?Jf}$n3p-_cq+eW^wRm<2>bJ{r&8;A;Hc9Fs_BaLp z2%+zt3e+Z@CERq7FwhB)uLgAV9Sc06` z8+OarHWLYoy74HuS$F~^==YbFvNinJ*J>U5;MyUO2p$;zt`$F94$H=;PzhbVrH@oX za}~Ct!g2d&mg~QT!{}=klFM{9Ba&QZKC40^@t%60BoYRzP#h}I`M*H^PVxv5<7=k^ z{zb$dlUS692>B1BM6BCBT1P8;3_Y#~PcFo6H`uQd9LeiV0?)rm?OgE06=?I?yMShS z09W$Ols4Evxr(UGdo$<3OAoZIqS?YtUt$S*Z93n>L$rVpp~2f{OD~r+BAMQ!#L@9$ zkrzn)ApFRo)&{0ljh?pu;0-vv7+%8bz#Ed6xGvV|Nw1)WcD|wiR#4W_4XAF!eh4Pj zjkov2kXn8U(j}>-XIBS34iz5PB?mIdHA2+5RpL&f#@*|z2oZixH%W-NRks!;;=#>} zq(qdvG_qU`-UFF*)_sh={D)TFU$=N~%4RTMa!70}qlR)*^^9W9l5n0^Sc1%Y)|90D zp0lbAtEc2d?WBfGmFd(o%v3cKjmaSc zdr`WTXxHpw{bJ}&%r7<&Mg{ap%mu7~G7*0a5u5v{Z0N-5Vr8R@uq6DZC=QjP9!n0i zGgBLBM9B9um`1#ybj_aee7UBNcJ6l>qDJ0~4@QmWlwKK@$1M3Ppt(u}LPWj38it5` z+O}zLNv4D`$~tNvN(7tCQ7jQ2l)DbyZP|l`G$yl^ucRdoVHdKj?I~wC?KPI5@)L>Y z!rA5%7j5b>W@58g6hqMecVFw~8J1aoB|pk<6}}- zKk^g!F+R5Wqd5Of#}~>|R6X#8_*ho^42dRwjF0=Ht{|kldfx2+uCr*02NHO2RLIRm$kiilVJ>}^@hJtc-|5W$|;jZLDq9d_4`Mg@jw30!MF1|UKO#}h5h~E z6LPumW?cdtykW06ur``F@zu}uqP9+!!0zyi*E?-b5bN)7FAU`p9HG??M9J)3!Q6*@ zVNvweX*SD$YSz$$UERArAW0TZK4Vv?ejdJ%D^se!YDJvDFgF2Z!rnl*``=7VmFo3L zX*hxQ?AD2day#P0`&5=SY6`nR_FVxI9Rm(T9BbAlo*_jiaPDC2);(1Y#Cq2<6o(4# z<&Xm{R*A2^&7=&bx2RsYyKT<#x*h1KXh<1Di`%8-TOs`(#H-G~>@GxE95 z#^ZxB#A-C&&d>Z6_N=*@P5IGDtg&ZbhcMBy^#}Uc+5P4?$N>{hpJME zK%WnNQfKRKfa`S~IM1A(+iLi5h%35#JQL)t3G|+=Odw9Mo@#&Ey2KHN@>TZLmRl2X zeyV3~Y~MFcdHiYx`-c?fVbq`Qu{~`Z_wWa?DD`MOE#>(P%8-|Q+6kL4*uP2fRIm)D zRT3wNZ9R4gCiO4NcHAMeta1;7Wg=V2EW5Oq!Ls2TGRxfU87w<;h0L=3J`9#A`I1>yEy!S* z#pQokmZ?i-S+f2d%ND4OUq81g8)}t7&$H{3;qH4WK_-30kU3mZkuI1#QhLV!3Z}S+ z1Coi$W3%V~m5Eu_uZSF(&O#(|M5_iONJuYLB0=JJ2#P}m3Ia?dy&3k{@pjSqJFrm0 zuh@0^8jQajopiU~7Z`hHF0EdY02Zl~?sVjg0-2csE%6=CA?MqdrWazR!17Ob4%=Km z0!!s$8a5QBz`)aPyfSTzp!rAjiK$O~;F9}=M-Q%9f#MROg_#{eH2oso`R>KxnSGe^ z$#hAq+UZwB;BV!;c15RzN<=cs3AKx?_nyK#_d2g#_bG=WXJaJ8Z_a{~QKwMlU}w=J zRgO^gbflLC7Dgn!48N6uR6_f;CP^jUEiFde@Lpa+;)dZd6o(3?uaW~L(A-cW?h9Qb zCE}znST=R*Ibf}98s3-x3~;4vZ}9czRd&d?l5BgM2!GVePUNnSg)vrqpFA4-!Rt+e z&m7roz(je1_6bhxN#4ve$+9CEFi^Znx^e#~?TXFT*pKevrr)pxeR}X#?HtS8#*z@{ z@l&O}ttdf`c`fEenaRM!SW@n>(Ouw|_$tJs^*y+~zz>zs!j~6FB{W=$9~F)S^*0~? zEgT}9Ls4|OJk8`nl1ob|TO<;OYMmsJFc(L0s8B_f97uh$`6)UgdT47&i0DywMTv-M z+d)c1hh5AA?`t+d;{C}3kq_)ZQ?6%B`;BMd`IzA%tF@blMjMur2UI6;#OukSge+DKk_zc1k@U)s0B;^GGdC&M1@A zQjZhGp@L#>av1v|S=7w)E(!-_#6G zgdqLhgTHim#we0iZOw)zUnvELmStPntpgvz7a>!{wmJ+mReeO)lr`S~SqW$MD$GiF z6Z54@?w|t761os8pu>dqxSP?9%7(Soa;$8O5$jjcj?m*!X-q9oNP!M*{K!Su2>C^w z%^C~ zAq>1~s!<|bd!J#6@T7sGRkT@wHtYfn@;8dHQJ6ermmb*?es%~;(7LvCcl*u1iHkn6 z>|w_7VHONQ|KEKnvPnE13!fseh8ve2#cL$HiO-*VBuX+_`25o-3zD_K=g+9}kqRn4 ze=G&X`ER>nc8@Hd_zUiC|432|e7<1QIEgIyJdd3k2_yKtXx`(0QbX^)ekp&s?yAj= zy04rK^K?0AOv?Cbe6$aEjNCSUjE_^cp2%b3$M|^jXdH4@_%S|~7;7Ovfgj`Jc?%Th zzv&2F$fzFpLVQ$PV2wl*KgP%IRq9A9@MC=3H*y+L1V6^d!_Tr2G8o77?rYn9Rejg} z0(ke;uk+iRLnR4{|G6MG7%*q6Om>~$tIb;p>?N2i`gWBO01CaGyZ-%;BY@|iosVAh zeq!EzSuJPbw{#%&Thnk;sy8w3#*=Y?l(~b-{w95Sp0ol)=2#aE#R({w`d#lJIojE7Cy#2!7ExqyjDy?Ti(y55D89Z zH_wex{WFkO%U{;ZVMeU^Uhx$r;>77fQX-7q<~6a`V_%d|FLC*>t@=9Z(J)NwMlRGblfK5#7vul^LMZfQcNwcn=ONV1jrt^L);k8%?t)Lz^E;+v(eV2J^g+jP&x)-FhEb^B9ps$H$#S4#5^# zgb6RcMLCYai}0ooE*rvyN1K3p&a{? z;nnVP{e{E}oX?!txj~~19MG&2UB9}Km@nONJYLY?9!whXQ2ea%hz#@90oU%YE3zG>?XCZ_Z;K1_AC#fslUEhKlnfJ#QVvy5vTbMFU@mT8u*|)P z%(8Z-Z-`}z6=araGuQ!s{vXR=5rbtv4v|?l6vANH6B#ng{B8cS%&~;bvKIpkmbKTA zS(co_U|G*}Cy8Za6=jHJ-q~c9sfROImJ&>6*=z%YWg<=gvdoOkvJ-`KEHiP>uvHWa zhG{Jau5akO3Wps>&o*4Ifbr{!kX~B;7U2I^FGY1mKhb4kO-4iJzcTS0Xxp!rmsp~;Xocx<&|qum1=$W^ZBciycQa@aLdiu(kBiMOW` zwQ3Vkue;>>yvh?mRk2V9b7e|Sy8esjd%{gwHt$)oab)+1Q&lK|zl(nq96vrtKqNcl z&}{p{@BzF*aj7-!PJ(NhJ@zaQyf)ZcW$AjV#fmzhs-#q!K=t*q2iI9`ZSav(U0G28+l?u z!V|9Z-)3BZLcq&)p1Wqii6|{pL1VPbNEK9XhXR6hi}gxU;oudBM{+p^E|cWac#jbh zi96TbNFu?Zh~iLT^I3ABE!9FsbVTI7o|gR=5ewJ9MTyw4znGK=kA0yAOggvW>zvP) zE==b^J=@omWS<4fXZZ9xO{>&_k7Ou&;fAfSDx+P`HKr8qO3#n{G~Grkye_w9ZF)G3 z9ZS%1^^|Y2ivkG|dLtrkCQ+OX=sQ3=x0WuyvhWz(-hQL)SeyzJ_~0gXCo30bC{-gX zQR}WnvJx{H9H@d`PB0)<(2gYl)r}20b)>psxx5Lf<*f`yl3GfAMRBMUr&4mD5b*>tJ57appeuO~K{7#v@M~mzcf~2gMe7v`|m(nqyWfQls zh9X*kJyL6p3aAkOjyx5YjX371-VsgHr4{AKO4wQ3VphVHm_PVJ4i(VK+>2NNZ6@Z6 zU1Ct#khwO6m5o2d{N7ARk3*%kFCz!i{dzu^t`WyYWigE?q&@i&EcE*TKV0=&7EvQy z#2ll>d)kr07XyL!RRDFm2q8l0sSJh)8bz14_N#HL2KbRui4tKzjlvRfm1d*E9nWty zA2P)|3Y?N%Nn`3@RWXzd7vtW%XEAsDte?C8I|@#*wN{n6%--Rh6BO~_a+Ux4?BPQD zQ+|)G{`a;Hr^rH*#hBfzK!U6qERZ&u3hZCcy-s?^?-!Z7w_X{)-Z1)AZ^IJLV&K3ShknApPEdq{%XhNhnT$MsD4P#&!UhF2 zei%q40zRVxy~0J71ouksXJ4O|xDN$c;@&;KdzVPt(a(bke{?s)7%qd_BU3wx^_5Fdh0v4emyw37A|`VRC_umiWj63aXeD<5Wcuu>uEtt>*XWeSQ z-g&x`xKK{HaH+RKt+d~-Lal{NnTsj(50Cl2Gn*1Fa3vN647)nVY%W03EU#hwRXoxH z3aOt7vsN%A)-BRCRS7z6Q@>=}Fqcv19u$WPA`8iZ3O@yWn^9Q_d#|`eMsee}H<_61ava0H zx=F&3G$ltd<<-OqrdEr0z0_a^kLu(iHouw6#Hj`Rp0Z8#w6yG}+k0O;B_!`4Q+Qf} z`)*3U`&M_$P`>Nks8A`lBu%*qkRy`XiZ9SxVU^bbU7app6Q`-^> zI7K8gLboRnnG@Axdw$vd1gP038M@Hr7_q)`N4_gUY-8lLm_+tzmzf$l3A0x3NefnTO9TQuh7mzS9 zp70K3;_jWxq)aG@7IjnF8lh6$^((!JO~f@wxS%*xxZ92#=)k-l-%j3eu%|>(Z&G7! z&t$pAPK)gZWdQPDU;Qp9o4C*>_7zOE+);qW75C2QPb_hQ@E|^p$z7*_((jgdH6CMP z{gwV2lR&#~G+X)d1M8kKccBc;2(fi3D^3!NCXT1}T`Ky6ShivlgJqXR$t=5j?JZ(i zPm4B*W!o6+04M*C9I^WuEZaLxX4&)$U&JzY4K-3mueJVV*^&%0%RUz}Smw8z%(5%7 z43-T?ky)0VDS=qlmrQ2a(NnyLWl8o`B$mM-2FpT6w#~83avzyx7aitU=2~5n*IIiH zgvvH=N|CcAvS|EB840GK@>!B#dh`?_nRrv2O_B-C&Dn??i=}-?M0b53S%a-NP&D;AF@)uX$Njgo9P;im=hNyus5l=z4JUceDS+MaKtHM{&Ly8fWqg> z@MN!pr?J%uh|@S_u;m83a-Ps5>YVHQJq|OeCLjm6Kc_2VM&b zNjzl^CN5MWdt&IUt|4rDpwaFnr3~>5@jeaaZaKag&@87-tc;ft>qBOO?_OP$OVi?- z4JvS84nrAI4bxc?tYb|q%A~H)UU8oKA*15Cr3X;6E_}&qfD@zHYH`E)98kXe^4&GHk{q{$;S_rv5d>NTwJWYTejoqZ8s$l zEN_=>=d3_v&fiaFEM#v3EwWS?y1ZbnrqHYX;dSbENsB{>MP0Vvc}|>qj51{MtiRb= zP#RqP{(yyj@m3;>#^RdDPMr8OLb4MZFS#Lle|`CfL~l+pZd5v&tk#lB#|aeR8Tvea zep5->Lz;V&%I_@x3c@y2ZaIOBRlIo_W~_>d6MWsa7TJmN?5|fWk8dRA8*E>rBAVJT zi51aaA`Zp543!QbpO2M}E@B?`%FyFbDY0iqNP+Iy7$Ti`Vitz!L<;c&f1lHc9lKAy z$Jh}@%o|Cyj?ytAu;=@S+hkZX+OXK&NwczA|82vhU0sml#>3#_qR>6aXX3~B_~4@ja##2iu2z#%(bZ!6%c$OK62~yYSCpAKgP%0>kP5LkMZ#U{}`eOevFS{RxSt_ zjAQz3Ful${_Kg}u2WGRGbJ`{+66hI~j}kA)ib%ez`_muzO`ZK&V|#;`cMvOky-~Ip+N}Cw z@p1cH>!;oN-Tc!HPxy+-;cK0e4DkjozMZy7p5Oyq=dW4W#WPnR#cBDlTzmVc03ztt z+b>lc>`Ia1sJL%S;@oWoUyNK?BJq6AI5=1|p-dzVyOJ_ddVGPr$x~b4BJe%$&%QZh zV&Axa`80K(#3_^Tyg zdf|BWK;RPM1sp98JLhXDz@#S4gE?DdiTOICoY1g-e&FKyLq@H9t^@U_0k$o z{z!@%nIOdEm-*_!q`GsI_xS}f?kddQNO3BTd^x+qb?&O~Yrk`r7I1^~?Zfx`Zhma{ z`2xH6Cc}b^JBSm1$V)|-Seqh5!o)kD4JZ@v{5(=7rrJE$JRGion}q&I7d3`m^*nS%otm?RP^hoC1pJ457Cq=_-D)zCY z^mvuXx%*?9{4<}JT*H8Jv=&$Y{50akEJY1P)zX*1c+vUp>#C~6eAoeS>tY5A_RYS} z+gYcW+farw+OJNJzZoSKUELO}HYE59W$0p7tF~zCSCI8AU;DP)To3uBZa-p&LyR+t z9jl*PAWX0pbw~b-iM=_yQ6_dQJx9vK*8It}N=oDKyOPo=YpG%48eV-vaj5V#dk-nl z?%5n>gA4I6xoK*+TrG-tLHd#x*({rL;m49BgW0x+#QY_T`fd5ElL3u~<H?vucvuBMMF`UosbjY5LCJmMosFhBdaA({AevVkNM zG?&fBPq&r&TF%i@jp$`!!DRs&MA$lHKcIlVrvcZ}Df~ zm273w!xbp)+>Mx-dn^)zOV|jz@$|m773bsk##gyLYRpUrN zh;_c#k8jg{2twSSo|sd|F2J3(YyF;Yb;CZ9+xO=va~FJWk%%fsf3gLsayZTSBfYG@ zyOgAtCFeU7=qizSHjtzeQp|4=HyWN6kho!GhT>3Re2xeyP#<&65_%$HI6O#+$aHDC z_VUXe*dR3d_*kb84AQG!$~)2ulGNUNZ@jiCNpk)wF-Y+2u*9Ei)!y zxR3Jght3wLzVIubK|(n+Esz`(FdCpO>RjpV?G%1i8B5Rw!)2^NjX^|$mU;5(D@^$! z6>8Ma3=mRJ2J)e6C28jaVUz8?FGC0BD-XDpq7u4kOE0N}-t*fWMlT$%f7Fu-hYsHm zlFJA8HA!-r!c&bzqWH*8l1O~^-$ai?1#(6Wq(FPmDhTxB1~Eul2oPn2e!p&aGV_>~#9251%`LNU3^g zd-EdDd@+gdm%+vyV3ToCo=LFZBN$TnZP9 zxqqS_tpz;0dXbm-Y${6f5`7N8Oz9QW;Mx~b1!eZFM|Hzs{1mBf@ZVj5)Y8uHCrK^6 zxKJD_&Ci@1NN6GtQ6p&aauPMJ>qa9)u(7F-5Rnvo3ne15dJ`!T!)weB3lHvreT9bv zoHor;JYwEj-@ppXc(LlG@&~VXJ(2g9?@)rSwnKmCPH71U1L@RJrQ z+A$s&HV^v}ZFqL!j>itw^MAV2gUxHBsQuu?{zxQj<0>*qh5h6IE?_h|ir_DRRM&s8idpMTXff6Bq zx)w`BAg$sc_tpIETOkv>m;X5XNg7i`fpo^QaQA&!f|}vuz}2cX#Kl>A`EIKMf*8e! z=IielaO~Uq>znfJ|F&PbUIHY$iC5Ex**=oV!sk!bk*x(je}B(7si5NXPSYsPf7^|F zwq*IlU$CxtB}p~#`4O4@B(mW1lcV|<(+kK+6{9kg6V^}rY6K7#|b*{17r2$Mo(i@!_3kcioBZi)Gzg|JuPsQ0pD5 zbcHjB;GFIAoejsj3*og_!+Dph;|MjcYSLc(r}-1bH^At0cHlZ<{iQZj@0l7CAktDB zcT_inn2+`lHTq^A1XaHcIQ*=RC*~U-d(h)hDI=#0NrCF_Ot@}&MR#D=_ zlbZHfH_hU}=uq2C==r%18*=~RoxNRJ2$xvh`7;=oM6BO+(ziWSJrZtR@g}w8z}$ag zSS>>RSb>F3m}@2b+xaHIYK3I775$w^h__VEc|%ZDE#E z#5=GxKF>qXM9UF((i>Qs-lW*J_Z;X3zxREvw;(Pk=uMT{&OL7Mm%E2d^TD}3#^NTk z-4@nUAZUrtzImBu#Cr2o6o(47>>>w}D;X?w;Tfcv7i1O7*ALS0zjgek8!9}R5>Tk7 zKjY8Exla|g%ex0`uUiQUvRpR%nM)FH;L`C5TFsGG%DBZuq|$LtV%~XB!8+63oMv>f zzM(;mITShPz^=o$V2=~ANb7LhA|Y!kCOL-GLPezxA?g?CD|_DS)SP>{a`60eU%8bT_$I3Gpj!s6)xa< z`g^YD;N8&pdrzV_a9iej`O_X3;)0e}WU6zQ@IZg2)$3fBFtcGeQC<>#q)lt&>0I|! zJha3^d?BOza@&&lC3o=`V0$Yvb9PTBapHH~;nt41?OEGt>YV3~>A z0EuN(M+VC>Zj)K|ZK4vfj8C7;vLh;rh-K!^|FBG_j?6O49dj&e%kf=tV4FD@h@<*= z#qNNH*I!k_*2iFyYZeJ6t3`b8zk<2%O?LrZCLHRRNN=F1Gy;($yFq|N4wpZJ2olrR zHA-Rr+83|suo_qi zqSwZmKQT!KDMK4rAMNU(wC#w0xA%1TSrg3pY}_&b>E|Pw1kS2Y$@~)AcL_o0Mn{JG zCkyPudsjX!Roi`i7Q!Ywv{l!!u$dGPJ`5?CUi-|qN01^AA6 zL~5A}Dv$Nq>E7#$hV#;vf6AY+2VU#-d{i1n!IV#$pnleB@K(^FXY@gMgDI9ER+D=! zf+5KSf~K;U21@cXx~~Dn4^I-VT?6qZ?!GU$O|eJi9+XiXs@{000gI6Gt=jL;rXl9^y zWKX!>n{anCEJ2asJ7o@QIuHr^4F<4}+{GY@8B6xDM3@P{#8z(W{q^4{$s?hwLJZEp zCKHCK>O8X&GgZ@sB}tOohD5Hiyb-e!p+v)SUML3@P_1Pvu>#6Qp!Io-04f_!v3Xe8 z=pojZUy`TCq0*iVkONir%OH&qvr51;B8RrAsOkPe=`B#oXB<%@C@&17MknQ9tu?oY zkp(Dzl8O*?U3i4bt>U zCJUcGzmaS$@cGyTazVxCxnohB|F#=5`oF6Fl~4Qy*q5)8R0E$cTz{WL7JRbVR;??3@!#%?@`2&D@hJFM?*0yWO#B!hM+zCv3O~k2 zkyQ*ofgj_enFEUR-*hb6wgFWSd?7wsA9g{ai67&mS3E;2@MC;@{g^=!{1_iU9NB`9 z!8oROUyt+;?YtWDKlZ*n9;)yEe;Tr7tz>CalBE)otvJ&vAuULh$P$H!NX5{mXtBh| z60#(fJxb+H5-K4PrNt5=TO}ox-<@;2cRHW<ZYkJ^@f}+evMmwFN6Dv`b9rdxT~+;eTDA^+zYS;3>ni3p)1sQ1${lc zv(lN^u`RCyC2k+5?5f+G?SS4wkQuN;XW9xnp1bhMc~Uzzevs!1M$#5NBWvgNQ^e|P zv-fgF(7L^tnPhfZ+LK+>7@^HPkckZ)#mEJm5!w^mW4sUie4{p8dY-%bT5#dKOQzOg zY?njuv-q_A6wW@;&p8$CZeVd)n&zY?XKJFJ{1Ar;a#~OzrM27JD|CMuWbC%R`EA{M zDhk+oMc(nppD4mp|E}na$_xtV^sSZmN?YcG$8TbP`YoPIo%oBLW{+diMDSwcucK0* zWGK74?Bl~9s?LC$6dKO02#Tvbt=Q-*sb-JJmWY z{JErgB3WK;CJtgz_y1b%7upQmk1rt-bzaVxu z+$nP9hc|GX^Wu=ZId}Dywbx^4-lYi8d#KG>cLn!X6O*Q!{`}1n#lp5-Y@cLFm%=j> zLwZJTkch)K?&@pnd94|D4->1eTWi$x+ZJ|#3$A1S$#t#N6^J-&g6e4cpoXX;=NI7< zqvui)pD>QN0hx$taz>bt6Z{;wQ2r?v9zh!xcE3+C_h=O2Fu}`E6i6s=Oto6f6I?vJ z#8lYQftrv~g~^J&#qpScw!Y4m*Jc#Z?VCP5CYSPo+r1q9+Pz#Em%QqDDmyn8goa)J z;#Ff#jkj}H-jR#%j4c-3*b<4+YoQOtmt8v6Zo^%DtrCCGf`yFY>{&5|Z3&fW@}nxt z2$={~Ce>1is7yzcP+3(gDvsUhgl~;|pe_--f?#yT2UKMx&8{4^GQpuD6zFTf4ydwl zMLR@gvv)^8m6eIKA}Z4pTm@D3wH#I1nTLeRN=#6d(GC$Ri*Nl)Wh;GAm8mvxRi>L{ zBQCYy9OznqRlVG|3EQ{+gIvYV9B|g{2@IIe9xgxv=7)wO@B*$r4nQto$9X*{j+K=X zh&Y}c)m+SRiNN(|5trzw2;$%{4Sqg2h5)hoP6gVX(Z(13|uX!=@!EO zp2>~c!AX_H`ha$^*!;)iTyX8=p&gz3+YOfYi8ZJ1V9h#+S3V~v_=~*0>`3|9-TTQx z-%sy`F7&bJ)92-u5tz=f$BW~q4*}6U!ED}F?buSwgD`WLb788LPT%$rP+1)>Zw|dwlr_cy*-!rqIuaq>&WbGq4r9bYpKAk~p68B*1X# zvauNnmwGP`!XVMvaRdnxZx2HpCaBzS1_3fTTLe9#TwVt8h)r{@Ln2N*+lLUr=vQDA z-pRoZhyRFQ(Vhtwe%|D{dLbVp_5kf-UwJw4AL{>Q@b%LMSJz*Au$$4lVNo?uW{Ve9Vw60$`n`drM9-)TUP>fVrAkcq7MMVr zDiiPoDn)rK&B+j^jiV*+@w8D(jkj-q&B0-oI_kM1K)+0g7*RG;1dkCFr8*teMJZz% zSb&r?ltzEoD_k1i461&aN{-e#gWK)fp+_hxZ^k`B9K$9QGN$(&!aO}UK_Y^S8*w6r zN_Rb4lhwDjDlWy2Fxp2ft75ne%>sfw` ztjNRvuD%Kq(Q=b4JJWtDAw?ExAODD!7Np(PKM_f&qM3qsH3{UGU$pUx@v7c^qyWdx5e`i0>}bZ&wEO+in}_ zJf=^>MZ=J0cM5gIc5t7Qx6@xu%cYUndAK~&&SZJt9xQISV|uPFcl9-xa|<$I@*@km zfTR37i>hCFfS62=b6LPpHcRl5PS4{Nd`uhC6QKdW!XGBCDr^ms{*@R!# zWx;&z>Z?1~uH?t>K%6}*rpjfRH8x@&uv;!|>W}twS6>t7t%p9bY~BLIC+=$yOc;fu zOjunkp56K78P;s?`9XSj6*W=&smWh%C)a^3hkjkZ5m`rFScopfVPY21C{X-~xf@OK z&72eNUQYEh+(`lXH|)H3)O{=19$d88crw=~%!gw9cD*}@t^LwBesMGR_o7C&JvQb1 ziNJcTx{v9)Bnrns{;F=8&-c=AIcIdVI_R_T%*2omc;%SeJjh*rWmPcJbP9;o*F+J$ zi?Zfjz~%Xbim@r&&%Pu-T!88bIMv;5w?`)#@|dF%+AcY z{p~&`USc)-#LZG_qV0VUhY2j>Y{jzwJ}vw=_waJ#FR-7S!6sYb?A5@vYN*kgwyHshYvLTR-sO+5fGpMqi zDX7Y3I}s{t6hKwBV}dbM+0IpesVrzn22ojQI9Fw#&Pu&}>AD)oUQ0UJ&o;p#PO?Xq z^d^E1KTjAin=82XPli3f+UvdmDz0tZ)DeOmJ4Qp#qTqvr_W|!%q{Bu zX`jwvkM^i+DZj6Qx$7{kTXU?zW$B10;p${Cs*qZdzikKBQ6sK8X1NXwFLv8F?`9_0 zP}6dR?NMuRQYxwPRyV8W0$%wXpUZY#f7Xt2@V1gO#fO8o;sUf{*6;q}BWH9R^ITxO z%mrD)7J9ebs;X6ll~5kU6WjrED_Phd-7|HH>0rvazNj+iyKSgNr&LDsvy>;k>h zC=Ys`zhu$n*XhuM%AfdFG+3npmuL^{gv)VEqgB`WLE<0~YKwxkL|pt+q?QmqxDaMg z+csw;gVq>#!Mvf-vlPi2=l(>?%~vFlX!$k<;xNJf4=B*W?N^{QG9slBY54jnLXWtf zdKvKurGv?kh+MCHAP=cv<>5dUMbPwP@!lP7#P{H*y_{ukIUyNV!Q~X4Fq< zB>a@##jL?Ki+I9OO&VQF1bRP@}pX3|d3Lha+gS4xQdLm*W?KwY~h>wu= zQwHDvqK32j;&~wPJ4KRMeJxmLoG@_yzpJkXW1`w7QONeQ!A@9Xl6|thExrO)R%D-S z6OPBjdV=heZG#fT`7a%Ujzsn#2a;`w+65Ri$v)X0=pvfHR#gHddsXKV)a%1 zNO{@*c^@#{AG6;Cuj8)1RGk%}PpG_kiugpvIKjlhVU!6M_JTEGrga!iH;!)}`yq9% zoTnQPJQsWhR44R3xTEomx`4ZMOAez<%w_}y(j4@vT9~&6vzT(k>fY?N6wr(5I>j`R zFd$|v@O6*MX$nZr*krTTfs0t5VdAaSkKDxbF1&2|$EXY-_CRG-PhS>=v)0k)-uU%t zz@$ZJY_}F&8ut^1w6f*Sw+k@t>g!Hlr(4hyV)bRCFx;o&*afOZ`X4$mxT`Nw3m2#k zmaRRa4kHUA=o7m41Q4Ha3$uVsXw4l!m@wDf078z}W4Y%f2CEm>QWJgT1aX+)bR`P3 z^Z3{{zGg>2w+}G?=4?SRao}fy!2Gj8*tJbg$Dgn9rhq17hd9OIW%ox=l~s8CQP~9z z6lh{&E>u~${T)PQcW;P6l|8#si>Rzy;5AfPRy(S)`9*}vBK}8Z*m^=`7OXI?%1T>N zm5C^GRaU#KbZLaK4#xkX*_i&^fVwpsFAKtesa$>l37GR;#oz__l)5X8$VxO*bA8+d6+V^@byZ-A* zS!uPeh~1{of4-rsH`PScqjVDms<|~ZHuSqO9>uMg6$;B$I@j(6qU#So56$tRPLTFu z0ZbkIhTTZ&a4*({x3YZlB>TSu=D{snV3^pOEQN##Kc5gNjvXGm5piggXmW6vSd%Re z0#r2a51F`kZ5_hIarfuDTLN9a&6r<> z-2t}$_E{reZWU4cuU%mcE2b`m{6bYC6YPy0$4if zm4v+rcab?^L%QqbhrSqn=iEm}*G5nm?|eipMWtR4Tf0pSFaqgn7M#AN6sj+DFWknRk1dn^cnax3Bq#XwpIjEPE6(536to| zGnIKlH!~Y%3Y#%obmD7|GNzO5Z^wjnFAjE2EV?Ry&q_zQ&iVlI^N_IR^p?1 zcwr?;u}j~p56cPq-nk{-@=jD)V*1e*CQ40q z!z?`zCx-w%m9m9#;_~hBotr*$zjVg7xdzptFFGGr#|Tv?Da37oK4JH27VZ;*)I^Ql z8ap{mSf2C5nZQ5GC;u&%UXiF2U_d*$N4mg=ehjK?nbsq@vOG!Z>buW9w)FYL`6HnJ zy99GFQOmA-@s%1$qJFMJYfjSs%pA=Dq+QAltuIJB>js)tN&E9P5QiHr$QORxFh)Ws zY44wp1`g8xw)!(77t;P}6m=5Po;zIi7d4zEm~79?p{w(VCD^v@rv;5{|GNbHy;csE z+$0LwnwUO=g(lf2TlvXdu)HGsWUKU%C@RQ4*|z9Hod41>eB}hpAml)@&3$DC<0jcB zTbnC$V6-6nWZORN0MrQCC)+1O<h8%#A`Hq;&u7ff-yd}y=&5PZXd!ng z`y$oz&Z)1W0bOCD@*EX$}q(+<5Jb0F7GYCubcB0y(SI9S0Zfpn$x-f8La` zhK=D5y87_F=OQ(s753|*CyUjAw`uk=3#GYb^38h{?uVx|U{4XxDV7lmkdfu;(nkNS+~AD?${x0N`9wv@Ci=}XLWOb{N}=4 zpjDUA_H>^;HPO&X5Qho${|87qqAvb=#*5Op5sk=RKJw|7G@3z(Z{l)=DWJFNt@zyQ zy3`3|$2ITXOqRz|56>?bQ#GPaV3HM*RR35Lth{?}&BqZFYJB5!X5=o(e1ln^v(66~ z(OdBHd4*JwY2)caZb|-1&%{>gB(eKYQqXdOO3??bVdu|;r@e0}9Os)8p-Wt7)?e7Ot- z+T6p^WT|*!yFG7fZ(hLtbmyeDvBqFT9s{gC$lmLt^@rSD@WXKE~o-FKHF zDDB#0EB{ywykC>yx;vk{BwVjmdD}PG9Pq|xCv5Vjug5qpG#Wg}l&k(k&D!hOv9VR& z#Ip|tCYo<^#=qUM`nPpCSjt_2#ZL}~;*dS;j)=oga|pUbkR0j~73-!#CT34OgfJo9 zpzY$YsR?`Clu~f1vYwhl?RtpA1fq*kpj$83Zz}gVfJJrxS})_MMP2a{3u|@f&4r-U z`8r$gVlV|1dbiZ!$m()T*H0rgMu1!SsB}Df<8kmQh>%nIQH=j(A~NjcYMxOZ^S1!& zwHd}Cwsd*OP_NPY-zBx&6`23ky!HUU?@(kDLtL5-->1x+ZX<#Ozy(kPF~loDRjIzx^g6jy~<3&?O$-TV?#WOQZ|g zaB!HVvuf24Ah|0B;~#T1F$UxO6ZL1jKs@vQ63LH_VCUuofj6Id1E-rQ?+5R%#+JGb z58k?yjx~q0mD?8_!%BSzBVtdO1D=)H7jCY<3528H3C%7K1x`C2rj_+LV0L*mn<0VZ)G4ySSVvSL2c^DeOw($9G<>y@J{{`Z$`qUH=iwx5~UB+kto4C#|3Ib zRiXva#`|OMIXFzf8{UKfeLH3YiQtipLx_<3T~jQmS%BFo+nSw`IR={R7H0%p=mMA0 zT-~kIN2Eedm?}atczm zkA3)nxya6g88q&dIg&x6bb?^s(AYB%$s1!+&%tnMc|s8hmx_!U7$h{T%#a{)N+Fno z!^EcBpg_q&)zBl(?Ce22!Zh6-5|NlJf)EkCdV@y^zCFEc89milBozqjeV9J!`b0+5 z&!|Vw+g<|E^W(EWh~#6=*H#y3y9=`01;2MydG7+!LApa}hOBeXaDq~|-Hb06E2JV- z8o!ar)3Yz32R)lUW!B}Zk3i3grTm|LZ(t`^D$17Y_Jb{tieM=*(7X>RB?fQj!36rW zIs!?cvlTR9-Y_XhL-I!L%r+P;_38Pee@9E+FA#?bY8z3YTY<_;txU_YPS-$d+?k^0=kZpEHWl($xmx({~c<}K}M5Mc<9iPrwAcE!#y zr@m-(V;MZh2?}bMc3fhFO@;oS{wePw!rnj+y1eFSfcA7NaDGI*zjLx0*7QZn=UprQ zSFg3#!KgTFeB{8=w46h_wsMXZb89gw8P8L0bC(!lOxu*0bz_bw) zXo{x|dCIQw9^xFB&7;#5C9*+_2r4sdvoOK%vG1*I#pfnz+<>Jzq0~UTy zRqwoi3h?Dzg&y&Htpe^5>e#7N4|$~(v6xAMe+`F-&ma048{GgHFW!**#wP*Lly>P| z{`9GowsIf?YiA8K-~_dceY@x#ypo#SMbX7Nt?a!xLI1n>`o?oir$uoDkXeyzZF4sv z)h21*oQ@V*r2Wbbw6q}YANkRQO4^MsK%D=sHkMuHL&7KdhVwi>k*Go1Tg(a(v5@x7 z@~DrHc7@3!e^J9(d?j!9Ui&SWSbSZaV(WUzaO^*HL>LRhVw*%E+nukBVU0=l$<_xW zDl4*2wh=KzJwf)#R-_8z{FjcNX=`BiAP17|eg$-_O#EzIK)F=IdOk(7gvXek?hH5n zv)r}I-7oaY&napk^PO|S!>b#p@nBD?kEcliaLnELwaV==Wsl_hCAB@g7MS0S+W2XJ z`|;GS(>xp;COCE(1*+%~w0)O!1|%*Uos)mZmjbd#yVu#+g+E-|+$#1e{(%~Kg_o)` zZ!7Dk+3Ujp8zEOx_qjUqMn9pyfV@syb=WJ2w@HNu3+_8C_^ zRXxGc4YDIWJME|w7cbhJyJ)#T*6b2@r=Zh?I@gOCmrNr4Y`{tW75A?E>*ro}M`6Eu6@+lry* zFvd;EGmm*=sEM-p*9-Wk>;=|6E{-!V)l>EfA0ZACGkk^ub=~U;;cH@I>rQp_KL|ZT zy+K0ewuaQ33b5SuMB4pX&!~wSzCLAP?be9RIrZxD*FCM&c)Q)8@#4r+uywz4P`T$D zYP{B)VXdPE2f*0%$F~Ly=?5W0T5WQXX8r@zpb-&Y)w=_~AVZ0w`Ck~G?cn^hh4%eY z+|}32;R(_lb@BkIV%n+ScPW6w&&Csr;HgiHiXLz!@63B>)#dx4dEMftxHYNF;a z_!#0a0ev3|^kISelrQ<=nDHE~ITkYwsW{ z*+n^Rb7$Z6^Ymf&r(s99otB#tn>=1GU<(k%7TYbm2H(HRQ7cbsd1!^n7;#-bH1hkTMgn}6ML6}dxxE5PK2}G_TrU~^!GFD z54TQIerB1lR$io>c(BA`vFyQlUm5@_*e+*_Q89M1H{m(s^E2S+Rs%D~uEZ5c=6Dlr z2;=4Q<$*}N6mh!>qr^9SV6b`l51=-;Eab`DgV=+r7X`7dtaE)hK?Tz`sxPbM=HF$$S|(>^ zeE^&|-LA6d)7tJ1Oldf@W!Sy~gcQEA&lqdPa$Il06lz!OgQU=>dSl-?iQ|ez9g;X? z&-=r0Ie)Yj36}$7Q(=&pQSr&@?;zoK7UD25!Hp=;U^svtq3n7Y@rb!91QF2;V}u9~ zGv3&Y@1L;to{c^kyf47d^-E2A)x{XvlLc}rXMF-GOL>D{tZTy3KbM~|YYKU))Gt9$727kC1UlL!wj0$B!XnnHS_1fys`9?7m_!gZ1IE9GV=gG5-r2C zAr2G7zea(4a%`bAPOd|xp%C8#Jwj=0F5(gMe~)K#h`4f83?agV@BZQqm4ldK+sgf_ zhRq=KnS`#v10F`KoqOatvk=VJ5Gc>T#~K*K339MJe&hIiZVvIE9KKHI;b-VU{uSlB z8KprW`O*BVH)ZXxH%p$p)$tDm->(h9qDo6c8!xK3U)aApTmpmK$JI;lQi2yF)5+Bs zB7yR~c#0>`gOt52P8p_+iu|y)!@Y`>y>!tX4i3}c;|3IHws0tn5kEev;4wl5TdjCQ zJ#dR9)_vj%l*aVZbX*!XKu~3=;=-szaD;y<^ayr>814~!u+vtPEGvIr!=CT4g+!#r zeNvi#&ke*`-qg6eHUrT37+bo2Ovh;Xf>vVNS(iTH1i8#R-{uv%pPHP~oYU-*wNW@h z|GWCqvuVkmC;SbNmrb^J_YETDCTU+NkA{EJuGEQ^7NmW;9zT*$N&9nIi1Xj&Mp6A~ zBz%%@FcCCGq6TRXdXS5Vg|yp>1|dE|+TE_5{fipT>g%HT{lLekgy54mm@c~PIJfWr zp~JmW4OZJE3fWEyC$b;eCtD#yqOv0UWc%t4QBRP4vQ-X)IRB+1XQd&`9^^o>HC(F= zgC^N0+c;SP7%Rv=*&ez}NQCT@?YUCIGl)KC^(84UR}eKzm|T6eY%zA1!aq;AuyAH> zQ}lhVOXYtb&vCyAXm3lr9bTAHc4Njj_w?^;vEg@1cyBG)Oxbfi#dQt*A7UqYEq^ke za|_$*%y$`fUuuBS%2ZwRl7|%YuV+IXCT3oO0wun~vPT}C#MZ65hp7(QP;YowH+`qW zo@Q{aUrH`fJo#24n;LJhmZzgO zKNggHH1FI=r~Bh!7ysNs>#+EcK?60&wf%~&t!f91IG;23@7&Piit)UxYN%>drN(SB zXoXC~zf?q+kTdbtkf(cqF4j%eU9lR}gzWi@pIRsH!5+-oKj~`ZD#~8<$>&IC;8YOX zo8OhbYdvLGF@`uy;Bp=X$`}qSnRP=FM6a)l5Z%q)I9Zi1mq@b?EHfOHDL; zB!OP?Z9h2W@M>(OxIc9Q%PtV}2f>L!V#>Z$^A# z{>mMYi7mfZBTP(+-H|!fa0mdet%1M7UQ-jD86o#6U*jeAEHEzcjAj*O*SCW>`0rFN zqd-ngF;B+3&j5|_Ru7jE{5M#C{@v>O;&bsyJ!ZY)RB>i&H#O1hOEN0@4Q*iMCR3k# zeB9qv-5+qT-8ttqX7?x~dVd2Td+Hz4s2j-l-SzeLQN<>v<0doLFfvij^2gy4|9BC*HAR#6R{fdkcm9I z(+Cr}(oODaXKFFqCQ1Fr$GWIFRNaR-OfW1Kg8(I`9ZtQWBU2&V zm!}GW)Vs3>)*yNxC+QaeO6a2`sxG{N7Hz@EtTsKXayKWVlvFKLN zG#0q*73MH$BmFe4B!={pM*qBkDMJ*fnff=$^q=kcYgWv%EJ9_eS*XeczP*Dgb7!F{ zJ8nv-Z0s&74sj_$Wea#vm0fc6g({0VT7VE?xAu?9d}p9QY~C|aW!r;Mm5qiGDpQ<} zs%(8Xp)!lZsLIBegv!j$qbdvBL#Rya*I};8dJIvO#oXnp>||}jH(Em+7VBlxF+o2J z+&1m$+rP~Wv(~u-1LkV^2qa+sI>mw)ka6Z65+?M&mZq z#~}_A^s`$LAcm`&dTpg8VDw-4c|~<8#!$Ljke8$i-VN67(%F3llS`?&9?CieSVuy? z>=OvUjy*cP$yWX*2;8T=E$mk`Hp{5q@2+bou${Ey?V>kVut5JjMceTcKs;b7FN;42 zOTRGSrIg}~B?j%5##f+23uFC>J_oxv6bxM>Y&YGwm;1yg%Lro-dCx z6OP0;p6AB3hTcj9ubPO=anG0+$s9qfAFDX=vM6dT5--n2^Bmwr2~)i=BuXULC_-&) z9o~v)L*pXE!TBavpo3(EI<8v z&K~87><)>#o;LGtaNWR1>5$M%?6u|%DU&_l!SYw<`9;lMV(veNH5wgjfZx1(5*}Y~ zf;tyT!;^HDfgny0!~3FAVB-f$(2V?)dsF&}9loc}6-y4>8OCJ%wWjj@>;PW6r)Pf= zyoQM^CsJtH?mI{dy=;FLCXRuW1|)I#*DJwriCJw#!ezb63m7CKOkI#5@eO~pFP?yy zz@q{My0-WX^oX8SOA(LQWl9k7#SkT;0 z9$|MhlOUpG93diqVr|>j-`~NhXL3u=zkGr9?O!APxv~yurLDYSak>~tbOoEAGh%VI^*pw}WLPBCx3P z_qM`|Du3#|45{97PAPHenx?ILj0}J~p z&?DabEWm%U{I-Rk!kAnOmZExCONDK|;`)|z`rkww~h zOHU%D1!@2C`w)^)N&6N8he=J5d_i!i83~`H{fb{K5;aJ>Wy32(ETo-Q@f7h9(tfJT z>o00Jt1l(@>ivc@#o_A9GAFZTFRkZ4bX+e>ht)QTLbmmW2Vjj!_Q^J7RROH5$UfPQ zr4#i8*(clPH4x{&bSM^^!t6l~B-?<9OE74XeX?zkdI4hv*(Y1?`EQ{_$UfO_aIc1* zLG(GRuOxNH_WM;oLGg-g1(%6TM#%~5mtrMAqV}q=oI*ZzztYZp3v;i(3Hl^9S+vi~ zqU<(5e)iqpxDo4Bnv?&MCP3L`Hyr&@{q`9q*;#nSC^&|)hj)6U}VHM4jN=Z{8Qe z&iHc+Pev_~$$vqO-)*0|@bJ+FP(cgK-m#lIeqvnE0$jrnDNwJDgS?ChH8A4b+CNK%(Z3x#G7@uZhZKW40l(seehw3zi!2NNW}@UW&py^n zdtkoqrp%Is+z+TN-@G}H^&0?h{!7&%?VBi^YwcLetS){&}YT$G1Ueu69=JSWtL<4Og4ikL0`yU{UOsiqr1d#tRr!H{6 zGc}=I)x~YIrSV6Em?;>{;>9SSn&fqhER{yU4d?ofZH`Z<@xQjjA0BG$!&V4I_U)=J zp~h#e*wc`bbQ!xNz2{@49X%8>bnKUNO<4Xj>dmLGolyzIe^JX}NVRHUn&9g^AoMU% zwjr0he&pNd1=S&|^5yE^>Hy{Ipijj4-9~&OXX!G?1anX~c!3$eS!i}bD> zX`?18c@g3;v1^Vf(C7YTviThW*pi-U?JJ*iS6^ElT5mfocm%{H%RiOveM?=O%zyfkIzdBXm#bJ>4d6M_&tO_|Kh%rzzPI=S{=9zd^~bE;`SduzQCX9d zj>l|w?y7pmC59~fd^!G_6*GJvp)!wkEJS5bW)LbfXfi=mwlI}YS(yeZj$d7b%2qZd zBED7q_y}b5!JQWfqmdUO4ilV{D?;R&<4vfnQAQ0>nf@F?Wl^c!h|2uK36=4%uOlkk zwUSWT6zyh2Wt9$u%JdBXQkiBis}miJjjQp*Vi;KZ=N>;4*+N(ah9ET;kwwh{FUKSydx{ z1JT%mH_VTlfuMUnMdhbfV|E%jne(4E85GV)$jX_Wg8huGHtlVX2KMil$)DV@2wNVr za+BMmY_OyCcHpzZR4ifCu{~N|56qdnd;a+56zqufq_wIhF(7)1lG$Fjg_y*x)S-+W zyRl#O%lq_uSO)X(%15H!`paSbb2T!y?W-<)S0Ww@MK&Vi)Mdqb4qDznx--50F{be| zW2T3YIk?$OWR8cklaS2uNqs$xm$PphMg1KwrzPdWC?P#f3yBgr-R)2tNx?#&|JH_w z2E<`v_JQjWpwS$H2ot9ogb3y5)2_E3{R|#k?_DG~s~ZbH{%FF!nMXl+z-ghzbQ*hG z;t}F!ZZ7L;E3&bcnAF~L#mX<1Ee*qc2{Egb>PU|k=Rx9o*I#&nqo zQ>d3vt*6DI!_b55 z?4EbUer*I%qU9#T5jB{bY*=)=(-t6pfv6>vAELFy#@NR&gBlEN)A>7tGB-!UywQ4^ ziR6u=3cWB|O1es{_&Zvb9EUhe?Bu%52+)#HLK>SE3M0~(bd&Iixlw9}M{KGfi0Hmb zLx|WiHJwL!$`_!oR(WXha{N02X{*xjeh&hUMwjev@{|CTrE!VZU055Gae|tia}CB~ zxj7_bDceqVT@Uo2jzGnTnJ+H@z4tlcvNoqN-Zi64BR>2wW`n`7sLIRq!;30zI>C3< z!cs!`?RUJCkf73r`V9}5KyB`1;0ZL8vJZ%s!n7fsEO~8rK6j^-&@za_#Mo6RP+(LV zj1iWt3_M0y10F-6l3)uuR>yZAO2fl>0WOW}SY9FhM(!m`p!1#Z2&KDHxJTRuKiqvf z{pUJj*Xc=+2*vnBoQNCPQB$NxT@w3bIeO!B(sj`dD>CjGrkZn4%4ph@Q-&|rye-JBwc(F2*0-ch$SJLi8 zE{r(qOY&8IEL?|~Pg0#XDy&JJ;PcaSkcqK`K;#1A4ksL6)ocnXX1Eu%&C;eYJwHt} z9~;{O=HIfIWBFhzh4V4bG_B~q5N7gW!u3bN#?<%~1P&7vE1^I;C0g;Pf$)L@)hXpe zc3-L0*U`H>=xZ&lFtd9?9lmyk)Ctm6gw9?sastBlA2LR17Ssu1gSFJOYqw(iQf3w= zlyJw-{xRB6u}=d_NgO*f=?#4he$!O0^uoillH5TyrAsR|H`?IrSuv}EtJmfCKEi}| zxm*d@UqqeQ4!Z??BBy&U;uAi{L?IJT6o1J5%|w!RWVns;Fwl?qV6brFV``%2n!&4c z6WQ2JfuRYruX8_Lnic|am>@3w8v+!u#Cx=>@f@f>DRaTW&YJ=nJAR}kv#SN$aZ2QI zydayJs2gk1G=63eh{C?p{i2>yiyICt#HZPXZ_F z(f8wif`2*~5@!3p=@B(3_~Y5%{x9A@hHO+`=;@u00GfQEYdk`^Dwu2N0oAc#3Wlh| z%BS35IDlouLAY2M@0nt9#R)mDxR=>2nQ{J96V zwQrf(;8N+kQQMwMYP_X^U-&^~XQ1BMtE>j-VUVH0s?Tm8-MO@XJ0s@2Svw7X&5F6J zh)|gh8&#QC6```U`N4?F_>T}Ob02g=R2K7iKpQ)j|TiFkost@<9S-CG#{46FKE98Or1 z@k$#<#RFz|rwkG>Ro`xhVWRATBoZc8WCuWTv{o_@aokuAahRA&844ukOfYf64`o6~ zT>Q)~r3Rq-rEXh+NG&zdJu(eK+0yOUvRPg+f$c5SMRoy$-(D6CKxzAt2UB)%$ERvl zJkOt<0v^26JTJeLei3JZA$`cFa)+x!83h_nf8!xARtZ%$zI|ZQiM}#ykk8G`NAMnX z0)gqzVGR7P<8In4rs>NZzO!DL7`8!}1#p=Q^;o1U_Frgp;ahSlU zv`n$S%|;oTUjS%4JX{(sw+V&}%RRyfj=!#|3++i?lJF4pKlnmh`kPe3c^i z7d+)H$rgK(voW`#MXm1P^bF`jPkfhd6e_NxuD&NCJMqAyM(9JX%R6j$@D_vYiNX)t z3bWQm45-v`y9d zck5^}xD=n$!<_ZUhiqQSUp!%7PSLyV=b@fPCh_gTuhSEb{!9-5?cNzy>-BxGt2dlH zwmbbc@Dxymg;m}%PGQ9@b+zmJU^!9Sw(#tvH)GTTFcNJ7VG`{s8N-w4e(G+#{B{tg zj#=`JcCiM7-lP8=_X>X;+B6julLK`W6piO?rx zTRA?FL5=4>>Ij)QlE-0!JKoy#t9DDbAIO}l^6bu0R<vQM_JDqq8}N%qOMYcmln$UfQLIY3B+?33+^IStS=h(2cp=GFNsg-^8%uE0De zvRV_=VwwN;sQ%ld%Gtfl^^$*kRR8T!CA{I^9#t}y{@bHUGVyPZD#^sZJ*t10__s&( z4-xK{4KX#e)8QdDq$__s&(-yYR}dsInD{M(~S zGVyPZ>K`Wl?NKFN;@=+CKTQ1Fqxy#k!+(2J|Lsww{oAAZZ;vXOBgppO9#xVF*#6t2 z`frcwzdfp?B>wGD{lmn+J*uQj{M(~SGVyPZD#^sZJ*p%V|MsZ<+oSq#kLtfYs(JqLM>R>Rcw@GL>%@?{y&A=Jdzb7lU|EZbxze*#So#SwX7h|^`4+!Z zQc<746EvtCkvEg2Ccq;|S6AWu7*sb=fTvCk{w$s}Lx9I~01lBenjpZF+-A-h(>je` zkS+>`4DkyH(na8pYErmWjQBB8RC>D7V{>?IE`P36oF)!`s;e<)jgRqI2wz!u?oyAs z7Mo*b9T68x5Fjlq@q;s@d2}=(SWxyP25Y#TM~){MGcQhh$J;+4f-N4if0;a8O_L=O zFFc$7fHKo27YEt9d!i`?5|MYRSXx$i;Y6nVXm|5;fr;$asR8sW2lGMSg%k9epoNT) z6O$R*m;#$2NZ4aO8DO88by%pAtAMG6B>SX!MeV`q3haK-7XAuhNw$TA{p3N-RLs|6 z!KS1cgV-0vqtU$k7qD~pWqG}sBgkI;=16mn;tF;|MAx^)`?c7Sp|%b!<13i#Csy~X zWis^Pm2RWcXreqc+8SOOO?e`X7L6YYd^Fl={CJBWD*QCsKKxiNK%p1uu$fFDp*%HxH$g23?t@i+WXEkQ`ql(3H!FI+b-yO z-NS&qjE3CgZ&)DH$Wy3SoN?@d?Z)-D$FQA+zWw!w?qN}1j00X@eFilASG}z>pUHMC z>T^l2`UI+mMU{stQdXF3w%@dS(g7X6Fgj;w%k=V2NT_w62;8U0BPIuMJD~; z23nqu$!+Ti1`=P2+89n%ps!-dYL6Moz`xgwX`u8T@F{QeNOfd3V8?R1q{92ds4o+Q z8GeNf%vux(Cot1$f+0hF4g1+$53?*G1IBz2!md7Va zc=gW1a5J{ag_xu4aUM3jiTHmlJgM*&+?HMf84!Q&4kxg;$T5-rOqYG1m#|0ZNFUhZ zb`1-5>hN3sM2x+-_f%BbL}|w1&$gWx24vYcWaNKGe_>;>1ERuOXMba%RTTmC?#tOm zxu>d_ZCbKy@QDBL$Hi9cfY*f)tSm#uF<-HCkAaB{aw2v-#I0G}N8Ez*+Qh9nnLyl{ z?@tN4@mm>qYpP}uw`R#w;?{V%6SqcoD{*U@ZV|Vpu(OB>?~O<H>Uh{#96#mgwe6h z{n~+7-?8muMrB(iyRp0JytxHGBEg~S%p1MRJePs=#i`RBbbBxzg-bE-)yjdl-9v+# z4_~p-fVDqmLPx-dqk+FXmgi&YM(Y$~^&Vg$ue6{Fl8PLm6KZ};g+7qFw;SGqWl@CP zWm7MlfcI0;2sww1?C1pTEn65%8MZo_E-|x)fGx9caG&DD7A(N_X2bT&jiA;eA~z^? z4qNhJ;+5YcBVfs=#UG+JX|i=M2rNw$P-bk<=bzT((S})A>~(cpq|DgmYXW7s`gRIb zLC8A`=!E)%VbBNW<`DLKi(MfDcf*JY4BwKsDPFsq&Fnbiw{YcWN%p=;YLN{FJ>Y9- z>PywBud%pK%a6LrDl!bGh1g53{EZENpbPJ*T*6pY+`TqkXFgkh&V#$G-<`l<_0LJl z$4nXNY4$JHVc5ywt1uO0KI1Dg>*bjd=fj0~3ZnK}P zWCy&xrMUM-Gq!y9ym<-Ajlg~58f=|7=4!_1Tt-dm z`ldzo?=YcyNqzSKRYu7AKp2Rg?#Y93Af$(o;jD}EpbA=?2zy^DAMOLpND$NZ3El#m z5p~EwSovKzfnoR8!C#bFScW@II&JAm;JYEVcdczbcDtiry0ShKSmb$oz36y}ne7SC zS@pUW3`}pEGs89#0ijTh&5D!skDJz(C}xPsD+iXM_y-yKy@ck5K++uR|wf zX%arbQz3@yIHi-ci)IYcPPUpBL@qFI*MOn;)Z8mf7z!1APgQXO zQRWlk1yyDOl%d)ZLIuXNPCzHDFxG`WF!@9uyan3-!+_8}hXU2M6>Rc^WLvsyWyQ+D zg$%Nv6hw>UBqMb-CJ}J*w&AfD55-Q;h)7tjK-llfH^Vp}ldTJ7Xxm1pU}VoU=!6cX zUeE_fV3Gl{e@(LfV$gs$Tkmo0lbLJ>Y69fz6-*&1m=0GTw1N@Ob3c&_mUa`N*v6f( z-^ken1CeFSR2T=Y6%sP!vOn ze3wp`4J)#UWHil)$OSuA6874ZBQO%?9_NFBs3hY)j00L>>!1vqWm=&M{?`fr_ZIv) zFJ2F6s@^CS6vLl>s#eT?rjom-IQ+4U9S>RV+7%SHdTOZg@#LF1728;L-ncFfTfI z1@Heg=fqj8jeE7FCnfu6Lyp+K+N{BL9tEE7{@PT*9OWq}K1t^fhpqUC=_mCRSk3O* z;`|=_yq!F}U0K*Qo;j>KPi+AvQK{2tbr}TWgg@_NUn2TJ2Z!y@k8=S-I+cL86FBp=jf9bTieBgU6cP>6ee z)-pQZ4%V>ZL=C)X_QR`FmS@+*bxgZF0?G3a)Rqlqt0&+^v)Z3N!yBDxvpvyw`D2&+ zGtSCS5B@~XG$_Ro_Unc@1vZUFUb)(7!v1HRFfBKYn1I!3!-%}6k?ZAHL1o(3^n)i@ zGfr#Ean@d}edanJ>9MC+eGmRJ@TdhFvicur!{r(4yr_X6tH_66R#`fiz>|Zg#Y=S! zV#4GEPCX%BUzeBHG=Vi_G6AP8UR!{tN?j)+ZwJe>b)tY^-JeO?u_SWzwnnhkSR3hl z>mt~4EH!+kCZSeDK)C!lg-g^Y@!3(Wq5@G2d4b}(AVD2IR&u6JF0((iCZO@L217Zh zX#M%4QZ`OT*1IfzN~ySWi=zdcFskEytRyk`(M@> zc^WZ5P2{b0>rEKPRgX1<=$J8z?lUE#Wj8UbG90ldiJKXz)8?@B=b1Bxf@@12UbkS( z(yNlcthJSqgYD!QD6w*7L`l+U+4%7kKL+uGF^xv+!w;GijV6m9I{2{*KQ7^i3GQ@u z_~DBmXYnH&Kf3WFPKHLig&%eJ(T^XpviQOYKYroIu;`tv-qVr{R(PsxTvzMkoPg7ipj{KuGM_j^ApRHvp8m-h1UN^+jg8S+x7oF4=H3pf%F`JFh~yZOg*3XU-6F{fr5 zaRxpzm6-Mw(Z%8Rk(`Y~Ofja@_GpgyQRdn@iTNy+0JY4v?nsT$Pj)}&f@9)&2^1<6 zS7>ox4yETC2TI;hMOU89*Xu2xihScY)=S@=iT;bPnyLS%mkmcLfR)b~yPPE=ag}9U zWi%X$)Lq6UEKH+q@e#$^qRPzv@_z~>2kjM*V4?)>JNkAut~`NB+%Y^A7Utc}9ZJZU z3-cz94A+Ya^X?iMzQ9+)UH8J8m7MCqvCEh(S}cx^Ip4@TarBVU0giU8sW(sRp9+9q z+SSuXsuo>0=;|dgS}7T$g@mXjncUB2afH1Ir@+Qcg*Voy=Fm?bP6waqM1F1&<^&E3 zDRZAC<*Qc*?`_ql=q|kv!FP$=+OpO zcSz`3=ud5*0bZT;sXJqxpf4-j>1o{z3IsNZ@!X0qgZm3k&6>P#2Kc#uj=1jP26AXe z>3PtC`|i?mr*a&@XIFcT%mXb5?tHW|uhjrV<^`}E+O)t(dE>SZ25wNaA#F{<&uQ?x z^^~vNZ%0V!JP}YiSralYU%NW@wHYX`ijN&q*Mz6iajLa_ZlL-hOI6r|nhJY-mG^I3 z>kP*h=U=E=KNVowr=`(nY#`;PUiaGasSt8S)}-y1JJ=`eeOq5M1*AT1lvwWP3PZ(u zbKJj8fuj7+uapZM;iZ7`$tTk_;G}^4{;dJ++m>gUdWP}YH<0>C2u7yH^@BIF^Bq;r3Nim;|%nMok6ti%m#%% zHJGySDBoF82dJBwc+_>AI&6(JZx*$k1)uN5Fyj@~;rE-Y#Os0XFu%P0{^}G}c)B6e zN20|QEOyw|9KWXu=6Y#+8+JK^Ym#V=)!Nqp>#mca} z{3E5+5v~Tuc=o<{6zUGg+Q)ny8c>1c-EGs}eRYNTs)8#&S*pV6uYUW-O>}|UJ$}+2 zrK+%Gk)!XYOAc_mWnGo*ZB_wAX-GR0FVu+Ws3gm2^ zKDm9p8?1AZ%2%&Z0fRF6Dno`VTv*^6&R<8_OA~pJJt=z$QQD~daWEH5Lx8t}H(+%DitaCY# zsRF&M&fRwdT;R&AX!BzHghY|P_3KTJ5USK={z6L?w2H^*F0QkL6O@8h?&CSCup^@6$E}9>$dT?0NLNJTVBslg~CtmLJeQsq5km9*ce4Pf~$TC(RN=ZCqggZV?p}qXJ4iYX|DG9AS1`J;UmP3YhE+tY~SbEa9O? z*m1jeDv(gMZPO144-o6Bx%^C58Tc|}uhpr#!>M*hYD$GNWQeS{IK%4(CqCVJ+b4h@ z@P&!8eYo-!3%=xS3|0XtnNGz{5hs|seD6~Se34D-tP44E*cwbWe%PM*Lju6)<;NGiSBALo=?k`9ae?pY zA14ZWsKA>u+L@AhPVmcaFmYCe3d~a6zDQ%PEi`s$+;Y3C0%ht4;kKa%ym-G^eFL8| zlyU~clvcaL(PN+H|G*n_+} z#(2D*^Gn-Uh_f!)Xe#Gd5KD>^*v6XrKh2_?z-CrFFMe!)m~DOt{|3&EZAK!@f?Dp> zSj}%Nr1kaT2oWJ%`t3i&giBB`DdT=c9OM2?hXao=uO4Qv3LLcENSOBy_bgtc5Mpk= z%N@hsF~Ynx^srcaoDehlIQMM-KBMKlc#PkLUo+P z10(DkPsT5p{VDdv3mmvJHkbGGHye3yxZjjrdFF5=4)F`s#T_t zY9dn-nTp61M5Z1x<%~=K3V2 z+&YEJ6e&-nERk|V$`C0(r0kG#qvfjD_JJ-lq`Z)_Ldr?q+Z8-hn4BAXj4l+yl7Rnj z`?bOvMZSUfl15H{Cci8v!q^xWh?(5F5iu51_8Ht^haYa(W^sps_*2ZR*T&$J&(*P7NR88S_;Y=vTqKhj}ZXH@IB#&3xqQv?7-I#-DvWRj zgJMMD!5WN&zmS5*85o(P$il~s82K2bqu7j(TQIg^RAL+$MHN0C#i+$-7zMpfMguU; zW3-OqDq}f=aSi{_j?sm2=P%sF<9>`mj2EMLiI1-^-e7#d_%VuMe5COkg9pzt!lMwu zM=^{s7!sVCA--`UN_eP>F^i|BrWETXcs;bVn`y@JuoarlQMMJ*#{HDAIuDZ*lrEyg z0b3zHPPMbB7$;&-7++%ax8xs!Vw{2>g3=sF7m?t+?Zj)Pe{P5Wu)GyH*cjg$J~i$q~~-mF)iZ+8sZte zyc=sznU6Tb-J?>IQV*UJGl&1oejNG)Q%IP_Njfm9J^lF*@Mg;V$46rk=L%D3yujuz z`h&ocILgfC@&aYUG*|s!zxOmY>9uE5@WbBFbH?59Q*ldIOgfi7@sW)(A z&-uohv)d;0r9EJ)=`XeV>R^iw4`$}`@3MiNTc}%SoP%LP_Myh|r18-oI`6TQrtQknYh8fytBPDYLTzC3js?lz)-DI8agOM& zW$znhU-!uE3KfBbP~+Ek9gX>LQuvoQ<-SG+RUEkgz=~%Kunx^T zyK~(;_FB^|9`^;7BAbsJ!;aS2fXFc~O8xgb@LKQ8p7*_zJw;Y6|I}+eFcp+gMg5A1 z?|!9=>k$Vz*2QQ#GOb9aWnp=uneDqe9<=7BY&Jv`@Pl9UCPOjPEbOA~?2ntqpY z`)xs7yn>QgR-%B8u`M+GlkLDrZfv^7ffwwGoo4sL?RFvchFwSY3tGbOyVsUpGCT&M zN!n`t8>Yj%ea~V{zeT{{LVo}31UXc+UNB-}(>QRhXFIUf-m-Pv&5NTOR-v*bx{|pM zZD8qMuPr?4sUUOnu!4=kTef39XXV@$Hbj4*U{UIQRTOP@xGvF670S(as<|D0#;)!O zx;|Yy5v8v=I5^Z=<(lFQ1_U?XXVm% zV7)5J?a{VD_W4Dd*^ebEP;c8f*IVxqlt&p3jfHA(2=eFs@_jm}c681)>sk%`RNy+d z#CJ-l$uy?=>!k5;Gr+Fqo%{>-xq^WcV?IZqb=Dx=vd|U|4plD5s7`~TrN7}&upru5 z!}o59sx7Qe52)GWKLvezmVIyQOJ#6X9jJlK0k${gU96QGkD5+SpH3~bfup?eCJT$;cyLK0TPn7}`#SIleyH%jUS&h&IcYph<7P zH``3N0;>3c=Op{x5MP(He@%cI*yMU$6X#h0X6@1?QH#`&3OjisukUy`X5!bgs&

    S}Sm>u)HQxS@Q1L z`%pQsRE^DD{IQcgLE7-TcUugy9zNn0;9?8i3%|>xgl&MQeJl652=buiJvy>^J3Zl3 z^OlDz2eGQDwXJvJOAWAd9^dE{5!*Nv8>7HKc|Gc?%4+m!v4)VL^Jf}wlt7e?eoE+! zF<5ieGLY$`g1{}j(s;3{29m-Nu&Sjl5WdK=$XoMjqd=y9*`mNh$a^MCK8Gw|<=0h% z!7uA!*Zpl*l05VwO!dv@cMI0TlGwJo4skW4{CmkoerahqdN$EMcug`}Z_4>62TInU zphf&;-3RS}#~|(M-J2P3acp3B^LBZZ^Lau}7q!t74n_xGbND(P-O0#l8VsHQFt{aU z)}9-UW+zUqs2)l{%12jC>P)wVkK>cIGhLe z^qp)4Arold;90u3x(M7&!`KI}t0IqzPmZ1V(~Bw&uLD# zhbX^GX{t8s;k4pSr31ohi09cAiYZg-1H;A6ji)5F(LL63DHTNl=-Dg#Eo%SUMuoXs zm93{Fp(j-97AprkC>-k6eyf`e)A~-mnIAq5rAEU3)$0~OgpA*rHQqB(a!JiPrn)e! zU04#~VSxWj#~-iRjeI#sOwmavFBUkA|XmFet38}e4dv$ zW~f^W&CS@j{!4>09K0`obl%A?jZK}X+srD4~AoW&!!rj}Ad=k;|-<>`;-mvz;3HGt*L2UWv!Z!}^+M?#= zqCM;3)~*>HGj+8Phg!PxSJc%xpgI0W!|P8vXy>&s1-a-C?2z6m(zU+BjRpM&eL!ocy}tY|HwD<{xA=u?{c$zBE1<&?uEHseAXbg^{B$;tX)v8>4B>5jfWYV$5Z(g z381b4cLFFaRQ-BilxEdjB(aI%uI9x6jSZceJNPdn%K}jb`_(jXy`B2zQG6$K80s)= zPuNlruwwP@0_q^ly(>GddCo+{dOXD1)iw?-@G;bwGM^8w`ag4w4_J%D%;xSnc-9dv zXdOt=R$mX2FOS`DDVTwBC0``k@dv;+L8U3~EIp+EppQ}Bu8fBEQt<|_1>oJvL*tog z6oT2ovu4e9fWJ2`N)34c+q{p*0NLarPSnLTK9U% zS-NQ;KJC`&Id`;>YrVKtt4=&hW*q!ACyf{Ezy1h1EZc<)JJlAu$bWCN7g|nD;M{`w zVICUa3|zn{?5wn5-bv8b$o;em@uQR+`)_yEG?32ccw?=mF%VE~s)7dMk)mMi+*zYi9Kv}`}nb8ULovgx=k6TAC*T+6-SznZ-{`f3*&~f z?&+X5Z=;8=Hh7?jH+JHJNfOYyIZ@}g(N;8Y%_I38pAD?_s~Ue>V;87xcTh~M;Dup5 z;XFTyRNy;S^*J(fCK{%)p6(nIiy9;>^8?3>f+;1B>L;d334ktIf5k9ya_=~ZdV6~F<(mme{*Iny znUE_e+{_m%JD36M`&xr4lJO?6nOAfkHU)#S)HR{lExs#n)8N-lGR=`Lz2yMAnhho^(xcJ9|eE#gY~C8?|6u2oOG zN~<2aWm2>8vYRI=IlWJiDJ}zwpJuIWIZ})qoGuB5)Y(DT;+qApE^P)X+FyVED+wv& zzh~m|;|U4yny0bsdz=ocn`>K^erXvh;@=&udQl2)8(++SbLcQyH!k>vwH|_X_tqyh z*dK%EUveAeho->MFQOj~T_^#A1Mdx&xK2X}j)xwrd^bV8W(hkrbSA>up~9rhbxEl0 zGEZzmjyveZi`R=6uE+cfmg*%`n4pq{2VTxOycqmamu-%6H%6PHKV5RWY=QKiv(LwT zoCwJl4tKwE)*;7Nu>}GjT)|`8@`E1E86f^Kq1u*Vi0-#YcV2D}fz*YUrWAGgIpj{WF*R}`B!7=yjq3otq^y|~|(>rImz}JM@3N>je6E1hWS}HzU2R&JC7%*Ra zImA!PEdQ)$h*lVW^0po8f$sX~ixrs4LH$LaH(}3mkleAKmo)|)LFek4>1!VpfNNZ( zO_!Sn`jVg>bsnvO<~v(6!VL7$YWYdm+NuK4LD5C#hwjM2jRmDutHib;oq=b!E(+Me zkGQtChzcx+yVIW5nNQ@$51{I~;Iecux^$^)hP)2yS6I0zMJol}ND@3J+%5%^F06lD znbLqxH~*F~-DU_@l>V{0WdQaa-B01U0c@Cb{PeG;JrK1sX869mDw6WwtQKNqjePW6 z`1p=10ZjSwEceGcR9ESnzIC++yt|xeL(Rumaa@enfz>xn(Xr*cj}{#Zg^N-)Z!a7$ zK_B}A*DG4vq4vZRGyHj#;pC%DI(d!B=pYL9wVUn^O}e-DUWmwm@C(Db-;fcSaqXz+ zo1P`$?RTcToZlE__8)g_y6cMiq!ee5d!+>Tf2HtADwAbJod?88R})p`ui@Eht=a7 zl)nhJn z!>yU2ojOE2BIdc(jFYNrkSEhH@m^Rm(lvTW!>+!70fMw==akjh6(abO1 zRnM+2fvN8V+r^B{(BRs~DGjS#k$b=up+!<^z~9rUugyqBCO;;;RPgbDBepv=^U5<| zQ!!8L9Hue)tfDY}IBGeR4VE%@M3|tuyYsd@srE*{bBCDz7xALo=k?8pBsL)70Bapc z$7@rIzvV7;dzb~E4%e+~mC;8(D;~~xa5xfbM6S$#w3>zNa*{(Gw=6`CbDl&?@v6dJ z>E~HuUkXvT;mN?ZEzTevpCHU@TntL)r)FQx*Ft^szc;hDCBPBWp5fR*1LR}fe*auZ zBY9rL0jA*t_UN%V;pbUh`%up&VN+^Hw2QmL)bdfadVA1@oP zS=;*b@EnK49hW4RZ-`FqPs=*qAxE)q3Eex}VCNy>B3vC{7bo(Cp_ z>l?i9);tq!`#SE66(!~YF+-8}9EP(%5Fk-i(GXoz`yr$HJ_@|#+d7hmj1hb3?&*8Q z7NPoas!~@rr?DMCIb(+3>{U19e@wRyqH#jt_e~E-a8_8To6}}f_uBy+3;xij+ zayl--*1Xyu-g`}8mrwcdQki2A#ap8^A??u|dqw7yTJf>34h8s&I4kL@nR>@Zxa5Gs@KP>*i>4pW)IO za{egFFF`b~aw_uON? zpW-xO&(WgVEjBLrzO42Bo`Xn;eA?72SXWlb&ZMKwoYo5h1D>W(rR5Z)Oze9srD%S*02 zlrRH&>%Zg%c%&gpYekE8hRtmFUbd*U$9+BQdFyHRBg6_R@jC0xzqAUz-1D5*{R*Me zg3A=gOU^|@XOL9y`RVYOty(W#l#W(SJ}!NFvNw!--?6xxe?547GAW$%oQ;02IM3!^ z8vzRyT3J*L8*Q7GbYR}Dh3HaqfZd~JEhx$L{W##0MInAYHH95dJz+yZ{*xc8v*6nT z-E8TbCTOC_VOHRrHDKn(U%z;cIeOmZA<$MDhML;jyWCisaP(z=;gq~0^r_A45OVhb z2%8c$V%A+G(EB{yWQI>)nj5r%qGQny8gUOZIGpLSf-o4@3-+skh(#@8Tus zLFL0Q(YcDCb97U!hh!sKC9h+6cb7S|f337wS=j(F>Z-;!=T3!T;l6;%Z6#MM;&k-PhNq?{#0QL0$BA$Fu^z%!x*c6~!5Te1 z0D+RrBA`X3vrTW<5}o#aefgJ%Ke{R{JLcg8ZE(9Q(^PAjfzE8H{`SFeHq_rKoI1&D zJ&5^nG`F)Yk^Yd}FA1GU=#4QgwY`ZDpR;9VLRb*GS+T?R;m?_{f1B-WYT>3VboQ!M z_03maaAEZkzF+cL@IBzs?1w?-XzfqUBk||fz|-$*ol?!&NKpTXlB)btw0oVDSgXYh zxRh5S7BsC0?evmLYV-00J|0cyi`WD<%`oDEwU-g9lA7}PNqiD4K73?_h>IDroSWZr zaBM8PVEw~st+pm?Ea|7F_otMjkEJp#WoKPM_l{_-oxl#54u{w6Zk>*bimwXwUd;x- z_dlK587!o28X1?8UWo4LzIwNRpDNspvne?6xgNFMnx?5;X9ZF>zAu~;b`tj7nwmJ% zSO#AD%Zm+L?g0_br3D7XGmwAq!=>Z=0}!ttvu<&eF36Zr`3l3u8OV6{jK#ByeZjOZ z=R?95&e-nD8+J z$y84)i}Ch>mvLR0j@j!0`J}nVZL&gXwu1TZvq%e zP&gracZj(Kl1>j;`QvE}x}1_`B4;)OD6Qza;KsZi=!yC%;U)pRIR^2pKQU`7Ox+i( zv458i3QBR#d-yvOn6;g=ttCv*GR9-CjYslOw}|J=DD5e5Ly)*|aFzpy%uxn<_&0R+dBLyqi1DKhi;Kb{BIVU1>onL5mk^l&k5Wh>v13 zeulqA;bq%z-Cf{;WGk6fCyu>@bLj=NWWRZd_PLMSTvKB$sAV$|7C?JatWU+xPGLXduvZg@R z637|?Svw$W24t;(tPzm40kR}OmIBBUz=-ru=>yUHiPldvexmIYNuNmhM8YT1J(28* zR8J&&BFz&;o+$A|f#)jk6qeqJqlpep^k=L)Q(WPh z2+l-kCIa(_up9(LPbNAt(T|C4O!Q)+6BB)ys|#aUn8?9I1}5^aqCGXD`x3pE=)6SV zrFC6e)+KT-k#UK9OJrLj*AkhQ$g^0M<*KqojU_59QD0N3QQ7s6+&U_=5_xrz(1@x^ z)KsFP67`g*rbI0zDk)J%IisQ|5krXxO2ki!sGdaaBq}FSH;Jf8#7rV$67iCVmPD*1 zA|(+gi6%+3NTNZGYL65U(UFLaL}Vo5BGD9ymPj;2q8$>=kZ6TOBP7}&kpzhpNF=}! z>5sbgNAn|EAJO=TwnrpABIOYYk4Se!vLjL*k?4ptM-(}t#1RFKtGwY2jejIJBDE2T zjYw-mQ6owkQP7BTMieumlo5rDC}TtrBSIJvz-Zx%qLnYAcoC(GC|pF@B7znXvi=BI zqrw#ttcXxW1gcSC3Wy#>bSR=fVcm)13Qt6EB0>`pm_~%9Odxs^(UFLLM06vf7ZII^ z=tEpx2+Kl54k9uTk$IM-th?qe{3?g0-(SnE-M5G|%1kogj7C|(KQSE_3M06lx0}&aBxIi=o zq9qUwfoKOrGay<4(Flk(KqLVo1rP~fr1htY5b62<^!lScKI!dAOHW#P(!!J0owV$v zRVOVvY0XJTPC9YYfpa@=y7eY4H)*v=i%nW<(ovI6nsm^lb0!@#>6A%_OgdxI5R*oj zG{AJ@OVOP#>3B(}OFCTA*^-8qG_s_DC5m*1Bk3DSzexH-(jRjBLfjUTc967zr2TWdOO5n>q~9Zb9_jDs zzK(9|NIOT`IMTk6wvDuFq)j938E(tCT^Z@dNEb%Bubb3p+eO+f(q@tNO2%ZQt0LVL z>7q#YM7k!@Es-vXbVv20O%Z8^NE1YwABuE6q}w4~4(V=4Q$v~=(!`MFg)}XsSs_gd zX--H_LV6L>gN!yAbq+@+uN9*vh)1N~ydKGRJd$U!(O(2cf16B>P8Mz*9fLJ&r4Js# z(fd?jPE_lwB|ci{>S^hT;(49yh>Kfa-n49G@82_N-ubMVkn?lBQPe&&RLb}K)~e4h z+4oOOxdt(P>~memF7|dAf=-Ul>DVkgWafPB(&=x%DfZT9A`)wIAF(4p81#NV#Rl_z zgL)zv?ugH+t>sqw7?kL^DkaPJ1)FDHy7+x%?6lw%w2s*~8%52%_py^Bi_|g>q~Cb? zmc1oUlXczS8SG{Yx(>gXi;@+qtiMfBLngZwPp*)D&t86VytRkFCq!O!9&}s35REJKE^4h18tDOPM7Gkw%&&iH*ly@NgH^5Hy_ z?eidDe*N+HoDh`bV>rP`e_od(=cyv>mSU7UF{<-AmNl!GSqT0ecUI(UR zFQ|y|S^X)Nvr#}y=$lz7MzCv)Na3ZK;ZVC^m7wyA2z2b>Py`jS z(hn_j91~fQVgd5%`crSdjR0MkBfDp9BvM=w{?u4v9{Txpo5G^^R^Vc(x#ONu6a*Ka zY>)jJi4=-A%ckY{BQddwr^+wb!EMGYN7abc5THpJG$%%(*jooIWt3PuUWVT>k>w-|9^3`QZwK8z-e2VxY1p)dwN zQjAj=?HGd?d}A35SBz$iUW^wQzcA#)84Mqc4vYbe4;TUx42B9u5XKP34-833oC}0u zgOQ0LB87JdW9VQwV=TkiiXpFq_Ylv*u*C4hSc$O(Lk;gMHpB41Sb~v`QHe2Grm*Hc zodhH+3jbKP=_nut-nzFjMwvXt1(Lvddx$lU*@AbN(yqn{T)X0En3GV-$foEeBz-A^ zinzFAbqR0^nvCXfq#rY7nGtF%&aB7Gg&etqtUxBC9)trLD~o;4pIB@6xlP0N zJSXrhOOaEWVj?9(PSw=R;ThSD{qdpY+^#InE6>I2L|%8i zPkzCs4xx>FTz9=h3BN2a!<-Xu%L*t2;gMgL4o;I`zAeH|cZFgJ8zH8L*~p&zV7%u( zkUNy%F&!D6rM>#vobrBtlVTIKv9zsRky-a-yOA7|>W}0zsK$=s$o)^k6R@MWN5ag^ z96O3nD*7i&+)zbtHY}LXgB`^W1Vrq|VMnn#t8!lt_Mxxa_8#$KAG%J+;;GTthrT5L z&bHbL3nUV`j^0y~e~A_5Ox@Nm>{-jVZf z!?{Q7zt8l?{rgNr{J+mI68}20P*3ncX%*9o8Bz9c+j(F9U$*mwgF-1HUz10lbulM< z6RVFInERI}i}sOo77sC{{y8mtmg_a=XY#Bdx5W1IKaO*Jm5g5|tjxsDBVx$^|M~hD zxja<=_tyvQIIj^h>3zMoVkT{)3mhq}vS*y>x0DfAWdC<*<)F`k^>o&na&d=^6Eiv6 zo@-qj`M4oV)-qGI&0?x=UA;X*xFqe?@)XVTe?+RSD!e6t=!KB_vMGQ8i3X# z*>&%*b$dd}>&)@kvdwR%P@s>k+SHP%jAIn`XiuAFw4w}KvtulB3YTL`wr_(V-&JhI zZr6Kix&&LW!&GB;PQun}oz*+{jlq`dSB1X&%(2zl-DLu_VvF^ssEDo8v9sFKpOL&A zJF2I7e!1L=AK(hS=gby6sCCyGop8p^X?4xb>Rs3|z39ZeMZcc9!;Eh`J1Kc=k&XqP zt+TK*x|p}Qq!v4(TlH@X@!McmdtU0oYuEv8KUJ%140b-3slCgr$BySkf&t&Y;@zaN z-?eS7VHd1ak>Ivnp<&%K-vXLLY*(JbKH=0-O0IJ`wynu8jt<(1eZdXSd-QX$ zAJ}E(7yf?i18&JQ8%)6dU;ny!nY*#?_X*3@rxp8sZ!Ddyn2vqED}4vcJtSRVS7X{; z0c`8tGcG2Z58HXqC(M)o&FcY-ma|JKUU&FzajbVQw(SNcBzpv5yY3fR>%zm>rmIbf zr{3I-ZEOD7YpuUyTW-tJXt@)r?hw&n{J9R>a6j@jx_0A>@7}5PXD(ygZQs72jT^Du zcHQ&fpu?(o_epui8F_45OO4dM5QAN{NllU`IoM5W{k-FW5O&diKGn8Q47+ES)UR>9 zgli$kY8PPa#yE@d z1|t+x?O2Q~jH4JPm}a{QVP5W!2gw*`F*GsHHo@?~ScY*FV?5^BlQDELTrrX{-eU}7 zh+?ii6~hJN4#r1}-xy+;b1P!lVzglNVhmz@$C!X=wt|(CgHI>#$=2s7@8Qm7E(thnJ(%#hk#=ziTE@+Qr22 zTn1)BoDSM9sBD1kf`MI32@bxY80X_1Gugks!4y*o+Bhi2=`rUU$%bNTulc8ZaKoXP z)tmpK=1N0?Da>j^n(dWZiQ+&k11|CFFTo~wBkqt(2U&QCeXYv{RHPi}!opx6?st6E zv58Za8&4C6IozLkns5=JtUBd2V}y9PHAsX|)+G#1o(BKSLKr)eEkpPNd(gRv&XyrO z;)Zb@H(Q4AiF5llyr;8e2(PF)9{GySmLdGYqip&qI$MVD40d{{6`d_Z_=f#T-Nkga z4B;I+S`ONAvtqzPGK4`f&RXxMvtT`< z<7^p1!Nj8)Twe^R{Gnp?io1@{*)oKZx%%hW(%CYEn)%FjI!$NG5Q=v5YxO!hTZT}z zFEQ)d=xiB6+0y4`KcTZ_Fm>ZHH#Czf4WhGU2!$JW=I};3TZT|Mxu+L?UBlTjgwox! zug<5lWeBxvJGa_a4Xy5UwhZBjneQy3=xiCn6$c`R zl;~_3!Wk`&Hu&7Z*)pl6Bh-;f>Bur!gR^A_hs<-lx{l74AzU)${g^sBTZVAT;60va z=xiCnEt$Iv{OD{M!Z9CoKfF(8%Mh+vcTeChoh?H+XPB4kemYxblzURpu)u8{oh?I1 z=!=%$y>zw=A){YP*b#KL3?ZeVCw&Ar;%pg0PD6AS7;MMcGK8dxALqSDXUh<>+Oe&q zjLw!Jq%}=P#+lBR(dKejoGo*%Gd0ru$5LE&XL3&auYeq*Kx=F+c2M5g@-FS$p^)RMRG^(NV%NF&Gi?!xkL46 ze|X)hMJzrZruO20DAP#CMQ3nKO~-#8!lAn_nYSh*e=o$4L~8`B(f6@DMQ zOlZY1na*7Du%OR!xNlV;8;>!`q{CA>OpKQ?C7!x-%uS6)Vkfx45!}-rYR3PZUTA8( z^rW3h9M3q9+L7moMqeCdOD-|}z{6SRXd=Rlv*!Lw)tWd$^XAAkp(iHH>&AU7+65xQ zydHRXmV?&f%VXcjT|K+zJQ{9^IQlP{a!jGiEKaT;4#uS4Wp}$Yj>&9M>ALI5SV0_7 zo0TUle9`a#FDC5M(rP+{7ZaR$UlfGn#ROy1?`GZfVnXs+77iAsi~@ML;a8<0{L7fh zH%9N44whnvi4-!0&T=1OK|X$5XShRdMAfs?+;PV;{K)ILL*=blp{>WmQH8d0_w4@+ z0A*_b{!42;I@9bWFT?m>H<8f!&oeK1b^ki?N1rXp-%iHi!*Y`Q`4*OQgh??oL}YK`zA{K z>UojSkFU^z%a(h`*txVhoV4sPs{KHp_sc%$e5UW+`S9e=;&Q@oEcbu)lTn>{&r&-t zm){cK{zuXs2m1WuZ1KpefkWpF_559QO>dpI+3o2`-_K8m)CBtWZRI;O==00&iP|mr zdYR{ZVGU3-uQ<+}fTKK{Y<85G;3&^;fzRu%?lH79w=vBwe^Z9UyUdRGFqJKb`?jxr zVw8%~3V&ZHPb-IIJLbosMqb!^pw(eq%sc4pU(=Fy*Bk1d*=!U^UIT-!0RghNf3V}{ zPcA+2+!}Qk9ehb=)HeQTN%MU|!G|Lc`{jyaD5#=huTFkD%s!YteTBp}JGAptv?3j1 z`&;|u&7|Y$VDmdpQ+ItF*fqHrK7aI+9X27k##h4;X=I4B(Q6A8kMkB?Ihh6V`KtrB zEsTfl6T9XwzW9rMzmI?1>W$7QSz2u$9fG^&rI5C-8? za!=p)C7vq*$&2-3uE`Y4dhM0_V?P5iBVyi1iFlHfU9`p{ICIPj4n#&?+8SDr443YD zIqs6-LAkZ6--npuUWn77ZS3*ieKk<$|EsTr|GWEB{oh|&9Bosfi6U(yh05WR``_X} zURP!P{hzHI#4D`YyJmBjM!9vmG|gxcFFrwc>Y8M&^nbMu&=+OGEvK~3gQ?5tdVsL@ zmf74BQ)_CzaPwki1^QCyTaK;@r1DUmDhKN5AYTjbOG!#v_3VNT8;@O(9tYgN!x9`h zw&&-}rh|UrTZ!L0hp+4l-*}BwbEkp(ypj+8fpu&_ou8ft?|>aBSiXx60)8)P&fcje ziMDS}++QVU2$2%S+qNXPu&45G?A!n04%>V8wN*GMm_nWJ4y?Uiri`}FbiO|$1A$@W zJwF}0Znk+{_W{AXuh|+5rad=F_;Y)TMV2P&T(Q#U-e)_wa+TSB^W$yy*)L()6O)G7 z7dneO=%nHNGpXgWxw`219F1K{rEYL9$a79pb8LfjgCNq&v&^OQt2Y}|=`Q+8 z8KQfN9}CT{dxO4Dajd1*6Ly%%p^m-;DRgP?_#isqTA|iEAt#H4zISdr(W){RY&ee3 zUwj&3S8VdQt+-?ostmuegbu*IU0pV&XNEp9QRL~k;=d4TS-QSuZ{DzZW@em;-k^rw z&eHou2V_6rpEKQP`FP}X!j!j=vR(v6y|(ogvG3W(cALi--`7OV4R5UJ1nsB4f^n85 z3r_!R>KJDq2GSqpzD|1Zk-huI#jEPrxy}@h@}v{CrG6aBJ_ufL8RM#^}*oqD`3MNi3s?)c3BLy_Ul)6X-)mOsflLD z+Fx%09nq~dk&3mN77j0G$Jw3rjDkf5A!8eJzq5zuFU&hGYl(Ozwzbm{-cA!{SlDXE z{@<3*zpE$p-%vjPuAbC?L;1wj^G}(f{)=X?|F_fb)c?bIm!5X%1(B&7oUY}?e4Ajx zQ4k!Ve0WLX1v9RR^;dRg8OOr_-)adiU4Li?$s-FELAG>i9sWw>)wMzBDlTqiu{7u>&ZYVk)R;S)~g~>Xh zVXn?^8r72@{_wrx*;v$I7IVw)a^vxYhb2k_Z`e00tPAK|?k|TUq?j2OwO?_!pUal}xBbjQv`%-jqWBj*9f%5HB zu1W7`lcW^9*Ud!lj9dLfj5edFSkcdl?auJH z_od5CD;$R%#^>s_Z%5-3y-zW_ncCnHF4rWK`ii}3Y2zk37(DIj3LFeh%>ucf_n&Bw zL!j2il3w~m8`bXLbI7GW40XL^R(TZTJnb!q2l&bu;N>5x^}a2!alvql?b3JX(^ajc*TA4 zPXWZTlix!}n;#IrbeadOKAPu-m5O>;1O?73DH|)dCmwO|NcBNLLmwXo2E(4`s51i!^e|+ zQbk~u!m01~8w1#jJJJTq&D3Dl)~!6j*T$e%37KwmHoI)_cy2bk--*X=r5_hT&1Z#8 zOONRxKi1>o*Rd&Rt~T{+u6wf!3_Rlv&$=c9J$VJ);)hEco5gOt-uhS{CW;96DQ^@* zYH?l`g?MMc=QrO?XaT-BZ~LRBtUPE;6)e-dsEb}ZJajm*<{;`XQtM&wcL1p~KfG6J zu;F`Lv+bJD`o{h1WZxA81ww&nRLQG6VU#5%1#~#PHs$FSMJxDIW+}Iebz<3R zKQTbwXspOWb_~Loc+N{xH+UhdKHg7I99jeJIegDgV2|&4KWSmrOwc^-s{g`33h~eV zQb?!E52|inK(7EW?8kP@?OOtYew`sb=d@9neuTYgSUMW`I6Ypg9q&N6ov%6RjVw@& zt8T|H=-t$4!7o^QsMZ3EJT+BP=18Kv`7&Dmc+W$B&W5%05`xK58M(YKx$t3|EAqF+g65inB@EtBaPiaTN!X9gE{PtlzKA=Pz1Z{?>p-W7d4FUJmRp<4#TWNNddk$zm_ z_!zvI!yqr4o3B4cF@Dm6FUcS!rgnU2l>!R&v-n)BupNC}_$}y`n-dIe@0z_MQ5yFJKHo9};-Z>rO;QB_}QE zfd3!2yJypjFl#c_YorYYfdkuf{P+M_^k90tpLR+z61RiXlX~6Yb7)k7G@mpmiDZ06 z%DL>jS9;pV^IF2h%(R#M0$^iIEU%EypmnEYYGuxz*#rY5ZLow zp>*N-#xpxIvZYI-!7PMzG$lj|T^-=4A-r$qfAIF@;Z$~SxX4U0Q^=GlL*}7rFCp`s zd6p@ZIYM3;Gs{dWV+x53QL&dHiA08!ghd z?q~1p_G3M3-R4Fs=4ctoM7P9xl3)V`TiLU_PjwUCaIbob^j!q{$NDK$Jd9xC+j>#G z8fI9$%EBse;TEBzCfyJH087MTZllDA1`k;uAqP)ZYC->tI^9Duf4`GoX>( zcSXuse5o?Q|E~GgBM_EhuJD#i4RYst+_{ma55o-i^&6;l6Z!cLP@JZTf|lFtzlw#K zfpxIE9Li`Qp(orx>u8uonI(s*G1OFCk_gtv_cG_Olf>}xM*?CwJLwM!WB7!o{nmS0 z7HHaHV@0P`OUPin87M!h4ufR|AM26x0y=7oX%zC{aNAx1EyU%_E(M+?H-OY>7iTVz`l=J(z3bNK0M00)52 z#H5{zyzc>}XRjjf>0$VpLc-H&Y7bT6rH8X4d_rx+6Gh*=&8sfJ9kM+EVxDZEr$(h6 z#Z-KHA!Co060ylod}4AE@#x3q~;+ zG-;(#Xesk^HnRcUwi(bWPu+YUd=mD@=4{;IPX#7@U5hqLhOowl&u8%_H)M>ny@1W# z&Laq{oFx`MHHV#fug6r}_5*DZn2&NcEROd7SqptXMwak#(ifE9T2#$FqXj=m&rN8Z zD+VL+bW!G)b)n;RAt#o`Lol9Xn1+yAN@N~XiMd_r2@`#jsB07UffW0PX8Sb`!MYPY zv?!+|!gk?phgUK9Tyq4w<1c&?2Kaua`gnT~%T zz1AJZ);{P4sz$@_PVG0uPxQ_AWgUnE!yiey_7xh#?^Qlwp>}L=SI(ZV0XlUAz5C$} zAs0;`yOK+1rYApWm43N`l18pxi~o+2Mr!VyUuoHO9%S=|(J}QI!TPBBAMXempbJ|j z#vG9~f+>}@!X}@2VZ0oh|Ht=*1mWG@>;8M}A-(9q)&rk;fs$v>2NYFuTX1L!Ehq0l zy1n%YDS(5IYxzBcG1OZ5ess+2CZKXYR#&v71KW8?CfLVi;p^ZD(-P~O#Fv_Rmn-7@ zVevD5v%r~sfZC5*&C7)kVmscIiYV%2IqVp@XLmaYsCKX6;nRj3l@t}8vg5$LQ;Cv# zo(wX(EGiYuxWdeVT|`H|S48i-%J#)w<&ZH#O13d-oe)vn$od|iD0GyYUO`bQS-s10 zweCJZ(#uCoRrVCjv)!qG78ngmyR;m}3Qgfn4tbBXN@fi9gjoBJFSHU)h}<>2n_>hV zs2e7hSq}j7Mt>`mwGyMr>WbFGPhE34_p#wT5bcp7qpCK8)9`oHOlLfxQ>zy&i8X=q zJJw`e&sd=g8PCzg?~Me%?Av(q$0^v+>PQ;!LI6A^RsDjpS`tM!ccb-mhr{*1H9W9r zP-$Nw>7Hc{MK;ge)fC787k}Rtv1T%c{p*Gm40m~;Z-7^&#^qat21%)Z2FMxwrHnxatpP zb{~Rg`_C{-O{NiLpZhc{W9R(fl=;t4KPMh={oB`PF8I)8oJju?TG3Y-F;G0OO$5`| z^4ZVU7(>H^QkBu!ULaX`W3y6D3GO0s6N3wn!4L;#fmb)TRA1>iuX#h0>R4f*7mNU`H0F~I8qi_6R|Gl(A>myi|D z3@;rjmaIJ8L3q8+PNm3=|3c<|*;q2AFnC8jWRBu$J{GOTqLG56Imde&UXj4MN8E7l zL0c$ru<#8VT|7{FIez)~oGJ8YNYrpKV1bwKFZ^o!`H0|~A zgRrkC??zIXWFHzy=u#Xlu6lMEB&S79O~18;QTcMgLxXAH&;tjz%y<*%`m2TD^OO_% zC#us;9&R9zbWML)_p^gCpE}8`I0Zra85<&s%h3||JA+0V9Ehyp1{ZU|870=L*eqN4 zSzAiNDxwfLT@DI0_A`RX!Pq64tI|R+vthtE<->IXjlGKK{y0xK!tHMQc7hN1kDu#_ z#K&8S!>9h_?JU~eG_)4K2j+eU?{m3e1=)Oth1fzH!TUqH9!~=_;i@um%uSsD^@=>z zUggyjgMCC=glS^nmh~MUOD|4fG;+`q<@I>=T--i`&s4-B1M)teN< zgB=7+ASEe!TH?1)Vyh$;Uw)x-$nX25g z2E>xUonK?xqi(05`cq%q##~l7K4M^$SK3O*VeYO=&MGAsC;g%mLvM8qdwh9_6=_acG2r0e^%J?lObtWC5$#GC`u3rWM zo@b4(%^1S21C_D)WD+pE_=D{Mx(q_+x}`v2eE>9RD*dV-jq!mSSHn5o@sZ^FoAp=F zSc)4NkG+Tf6Tr#2KYA?A3L4J%d=@Y10-lc+E$`X^xc`7jbqK2-+)+%J%WUl+MwoS; z_N2{%RJVxIjA2Y5F#1OsicC_gF%L(PNu3iU-TthJ;ApPHu?JDE@RwwHE7jRJP#_dD z`UxAffDNI&<_`FeU6zVBNy5MrLaErU+3a~U$g!Db+|ubmuZj0-!;6vNQ$ZOv@@xdJHf?J%f z>P0}Fs<9}R-4zD9KDrmvhHnu#*iRp)U<%(p(whjp#|z1RF=LFCT#W?o71;~BTiqee zGt!JFVh4by{bSwp`1JRjTDl>c?D^4u{LYD|b>K|YH~$k_r(vk|T9vNLZSd?(adA`? z{+kj<4#)KK(vVziX_{^`(m1Y`?}g%<3uedR(TKmGlib zsc3aeIf4=#=MF!DVym!B%W@Q3Rly`WG7(M{^JT_vl*aP#j8_qgy?R6;DrLEy z3D|oQLk`cJfig&7tX+oti$)0>e2xg{le)J9fvs# z->1vIA;1nF7hSk$CD~4xOI?_q+v5a{(=ATA=ZgRarC{Mqe9rz@t%@0%jp}}JyK%*@ z9C#mb=c(}ZfYzmX9*;>2z(=t)4xTMjsI6^xDcKjFiLyI8awOwE;kD4#<@j<>_~X@X zzX?7eV9VvTisyD=&|ftw9Sv8V+s0mB4@eQofqT|eIBfqKct(wiAIO#Ou#-9*gPSgwCed(~)%%`bS0yLG z)(x+Q@;er=M^{87c;*E-&NA8*{976>m6m#38^p|@_!^DHqnKV|S(&ZMx zzex&&D3={ja#)eI4=r@|ZH4y&RejJHD&HMjji=0|Rdy z&E5!{gT!uk8yJ@aO3i}kEN3j?3Bw;gJ%!AW>^$jC-JvIhOks>aD8m-g1nw=`W)uhR z*4m3Gx=c*>GdmhDqc-FxsyP&af`Y5NzPO%+1MeQGMpAxP2Wj1G9{0b_poW49Uds__>dxioEY{1*w_#Yg+crD0BI zsOIxW#e~NtY4sG77aI0>CQtyG#VWS>wh&*BLY)Cy}loC$2ROrUH$^YnQCy zong@(sm4K|lh0sX|3U#iepTPI7-b40!LQclr`^QE#njJx1B#)eXx^cZp_IUa3;Ujp z!rNx+I2BQNTQ6I@dyHNIcxv&uv?AXReh7G8bUrE(kh-5<-RQA_p4YDR-?+^T*_jrW zZmaeaViG!zp6IiIpP6o-&3GgQetSw@MB#6Pa8DQte|sx=Z$&op8knVuCbX;KXPW)k z8ftxz4AR*@RR#fTcnX^h)T3@<7tyBD|(g&_wejwH< zcNN&F1inZ*hM(?sswGYn^1}8C=Z)=OZG>G_#g-v2yrEK0UH$X7B7o~=bAL0wFD8@q z!%tOw#L%%w=NEBz8({X7l6_3(4ar^N8K~l`K!hsRtKwqBC?H^A2h9hPWM=V|nK7?6G&8L(&tr+-#mzuLtH-z7b7IJw?U(BI}M z$t*by8?A>wNSjE2Bc8*_C;-s8=H+G^KBUQLAg3}+S_^t_Sn*Hw`oYh<@eeOe6oBm| zQZ7up&;n*8oTv-;-w&A{Tra7pZYM0C+Tgy`>kZp|zTOFq69Y$i{Yi#sb>I|d)ig>F zymwMA^EERO)Hqxlcu?X4-&LxP3O&6I&W_@_dyA$}^Wp_8?wkZXGPsMhoUxv;TRkl# zpezi=*uVe1tRV!BDGNr_;aj3e;yJNmG$!g(OXq5K_zmEVj4=BP=yNO){MHtT1 zNwlqQ7Xt&5sxutn=b<+*$>pAy6i`{Jv%UJm9=_t?yxda30tF_p`;$~31_{>_4$}11 zI6#ZnK1z``GTxk+Z;*Gg=|Vk^KZl-kb>kTt^sJu5_^vNQ2?RL^~9r$Pi&%W`~ct_Mhl+ z9l2fsu4CK|F9xWBptD|V<&~HW;Cz0ofC2w+;DW2lC52En==1oO+Bn}+f<*G26Fe07 zBXhp%po6d!@PGLG8OmT36_?+Q=49dFH&4lF>%gG`Hd(J%0dP{lbL)mq0q~+oS|?|< zf}8TAY;W0lVBgZP`SjOLLalsZQ*eMc#2&TG?w2Q62&g34HBH1&+t4&%^ z2IgKc&9Tv3fD!B8kG3C80~g4L@5x&@!r+dz8I9Ada8f#Rw>9?=;kxU$PuJ!h;h_UM zl-6Fd!1+*MC2s&`2&amAt73xqpy9!`&nMl>fl@}A`^eD{$jT#k&#xy9@Y(qD*-qI* ztNYItrcbg!#X-Y0>!$+*)$G8F9VeZjDChp0JwOI*O7^9o7|Y#7l@Tb$a`@y8csKtx zINiG$uB;Obzb6frp1G9)*mi!Da;@3Io;Chx4eTfz#O6iGp4#>iZrpz$;A!Rp#aCZV zEKo^uKUB#5hKW;%gy7>qH!UW;NhGo&QsFlTlm z*v2z5^IrzQx333&fc-atEfm(Vl(T>z-m;x!0U}U^c=0j$!8XE?XrC)#d?9eO!l}?% zL=2pg(c*af=p+PmDZA0E^zYycdS70QfKy~+&nu?;$@EL1ga(otg1iw*+4_1%kP{s$S*Ki2p1Jgk` z@a=vifjF9R9a9}L^@Y6JK zq~XxQx9vIO2*;6!qZAxX^Ulni=aH#zk)bZPzI81Sv{S9;c ziq5OC#etp1KmA`jlYgf%!Tzx``F9!<>>oRmf2T3Q{;@OpcN!DyA3KwOr!m3)u`~I1 z8WZdvJClE>F~R<^Gx>KK6YL*5lYgf%!Tzx``F9!<>>oRmf2T3Q{;@OpcN!DyA3KwO zr!m3)u`~I18WZdvJClE>F~R<^Gx>KK6YL*5lYgf%!Tzx``F9!<>>oRm|F4aSmWHYk z{`QZ=(FlM0g+7}9x{!SNdn?#91A5Q<*E?Et1@+44Lc;gwGyX{*y&wMTZ8W-GF8%B8 zwXW3hqOfJ7og+46RsXfc?$0S{MM;PMbL7jPuk>{M*WnCl499~>$#We{DfcP=t&iSO zqYtB7|NHmnQ~k>y{uchvhez?>-@mTz3283iIO;`K^Plhj*RIBJ3P!r-zwbX?uAKWD zkn_+qoBmaZM=t+029f{zqs%Ef!@m!HF}QEfuVS<(7k$2OR3l`t=YP+-#zU{Y|Ab!S zHyly0HQ#-3emD3l5jz*e&?@79LI3yHjId*rxl&Pwb*QUPW|klDB;aGvq7c2N9;!j=vUjyun z!}z28_W=8!Q^s;@$yJ(n)s~>$djIQ`K0G88ZF{Vxz*FU6>7Uz1=rBLNH-B#bIq;8h z9NqqNCZP1hUw5Iz?`|~t*Ih0$(2z0x+0yu*>G{Zz|4h&4B9~;fEV&ZYe~+u^?8?4(G-7rJf5iEugKz{FjCWF=sqc?n4r?CFG$-_ zb7hXOz@I#b`Mo<=iDJ56UfzEY#dJTObAID@f0$_1rbRB@@|7?wL{}*AYMUsbB9JY3 z1dkaUe=YOu;6nmi*~ufxx5kJUFJ7^&T#6-7(Fb`NN@oz4o-{9RYH0v2%1bFI=DX-; z`*p+*OUau;{3w+#C$}HFgKuC@+f0}R29N)Kd11R&3|t>He!#{?3wzY0#~K;9;N5_S zCf4UVi1cLTe{#b68mk3RPPkfhfGjdFoOI%k0a4b9aKtCsdiN0VrMHw`M5)Wcn}Z)d z(HlG^UTu4vd4gn|aBntI`shtT0%jO*gmT6o^LXGn;}{7(rtr)TRY3i~?@tAF56E95 z1MUJpO_2dB&%Xp5Q~nZgF@Q2Ea1+Yuvs2j=LeO%pEQ)~UlPk732?gLQST*kCl*oEd!UMo0pg2j zDEJ`0<(I6{{ome!#Z+upmH|H2Xt1R#`NVb+{>X)VF2bjvjf}|M2`n9E4n8lorTanD zcBd&yrYe9(j2gl<@vQh+-?K`{!0+&;L&$*8lQ)0(B)ymT5&y=gqk>8eoA@tyiyzfy zIDk>nAGw36`9SlG+yg`M9fDG04A&fG;(K;}r{AAuADF}`DYn(!@`dG?+bCcw1nTWF7m)fah(7^ATI^;wo&dk1Qm zA)}i2l=y@2+U!OAX^}%va<%WhM9^1)7^COUTN5e()68hCbM+^I^g{;n6{KGXPwt0~ zsLH)0#vkNL%5!!E{s&`DqO|*{-*f3mKv;Kiza%d3y!aq%Crt*pcW&NToy81>cSwwU zhI#O8)2@+qpa7%FLMVS38NftxJ%ykT%fwA`))GCB0H|X4ZkucD3-PhL#4p?c1_UOI zUmyeHZ#{>RKy?h$Yb4-kPX{Y0Yr)7!*KB;tQ4kh>kK+0lE6~xILlj~BM(A!%2n22dvKQ0W?216;J`mhWW2i0S6*WsgZ%*&TcBmfUR2>72=EL4*%hAuXX!r+hd|| zWUXR-+(!Tugg>K|Xkvr0?w?0l89x#35fXn`EeXO$ZLU=!k2VRT{Ri`I^E*M`b!)D7 zxs2dLm-*fDG+$6R$9qj1 zUx4_Y78k`4KmJxrp*}X%1!i}@m+(&1g^K6Xj|nml!-xG*Z_hq9f&;eZPHr2QV3cUR zb(S$1WFyYll>bP8zlI`<9?mhqPeO117_hRfu0;l%Qz`%OIfv>e5nrZb=JlJw_h9Eo zuxizu9e5&}OSHIl1y~g{d*7d;2fL}yjABn0m7&%(Go6HT20-hpB#tWRxuARsRbbMV zc%-F&{J{9M(zD!*j(Re)-%Qrn$zwNC-(j(9!jyv<`Mo% z!0xNrjjHc~?>xmeWQs_^o@sqq=U+0glj~{)c9%h!KBFvZ1n_jtJbJPiryv_BtU!I$t4^Yh?`rVOl^t>8OX@o(Mi@EOo9uRKnc(m~hPh#j8*=kL3lm`4B8g73u^RaOyGTl?J>%a@^^lx8644`CsV5Occgv}Qm4Q{&` zL93{{kfY~3{v0Y_?7K?`9bQ`J-?qF2_j=L1jc_J|l_CemkOAGU<6X$W?AyxQh`%;$ zZG!l>o@LjM93KWzEpqSU#BG6b`0$Ai-*_-fn0a21!-;|Tr#FvfzLtlFj}CtvC+7go zQ`eUJDH*phtIo02ctSbm+>MrRCtfnCT62Dsk}b zpe%6+pH8CGRMNbfvrGsv@zxO6P=o==ZO@xYHVLhrV{e(lm#ME%@N49Z#kDlbFT}wpxNSLF3ftSgA87U~2~pH4-?({`Pzj z^?qihIntGF6#S~=Nu)RqwCv8_siq7L+4S-K)u5Xg;X@)F`2GJMoB=Fry z{os^cDQv$KaH0mQ;)gZtKkgv|Z0T;D$iQRip>ZU@6m&8l2|y#tW}gmbRf%!-CHq+%-TbX1&==fSFybqGe-NaGeQW`wyCLfp$-x^DUkUPzchegy z_CjIxbxDOF67XK2dP5}lBuw8+%^3dp3$an7L^l1G3HU9@wLAVjCHN?G#{Iq@H#kZq zH1h51SK|A~-1jBo-|2I|4>_3{WZkd_jnwX;wi7 z>?_Vm#^DAoQ7xDven(&5LB!`dpl*4Dsu4VF?e%^5-VxZ$^E1)Rh5+p=n7!KQWg(#O ze3ZL+MGgx3p4_G)n?>-RKbs5*38JjNY1b8$bg5l9S0JSV_9g z!yKM$?;IupE&Jz!rftGOvP0(F(|krKsP0s)fF~vT2)yEaL%L0T@Ehxv69@sM&LU6Q zrqp25ZoXI~a72kbp#t)X z+eA?Tp11Uakb#%U{Kd$CvZPNM&c}db;p8k5@OA`2q*4G>xz$TCkjjEFdH({7$dhne zg0D>E_97vY@8*#gxzofC@$=O$f>sD`BtH&+tf_-1WIC5>dw7BS_x*OCzqW%_vTp^e zK2mT^;Do)J*d@@B$UsdmNC92e)VjS+mVl5U1NK`~_~E*mZ%04YV0G|1A?RQoF3?&p zE>Y)9uUfL?rJp($1jx_SJIx>EZnw$(t?~70A{5s(p0;}Q8m@1e^YPr)f?`Fl0y-4$ zK_}k)or!n}7^oC!j|@=KzIcHQoOhG{!~ek1+OCE^sQM$*`$pVEqORWfkUkKwSZj3kf;c3}( z%X=vzw+PRVer?9Wub4pp0pB&ZpA=C0ozk8iaz{{Oc8Vm*of8CWdRaz9N`Vu2s6^5dWh+-#0RR{6SIXW0}PD#g{FPy+!-K3{g!;Lb@4ejayRHYYyx5LaNpk3-dt6COIvfawX&%n`pa#pZ z6Z8p4K>#g=+hQa`lE;)KSgFy~-pS(mfGB$6|F5@y|CD>>40^ z0mJ?ZXP>+a0hpJ6otOCiI#3j>2P;KsY{AJJ(o=-CLWB<{7S$vSS~BUk{+orh78>4R9CXa4G6zlGeQF7&A0vtSl#m!Of!;HC0(ct;g&1{a%Pq+O}D;)fM>Dk zmq(q!Qrdi|@=yS@D_3|N{*@Q}dh|R46(HKgZ;lFh%D5*E8F<$06rzh6;*((X3~Wfi z$?{AF5^y}--Nepb3w#5akI4Tz3KXsVeK)w+p_rR}^H=UgLf%Uo1}Y&ws5f9>MnAhw zctX9!zweU?q~X32&|}L1r=Ph$)Hq`c2o@4<79ye`rrg;t=!OCax|>jtbb=JVIQQlz z-G(oSe?U=+J#o;0k2SWGk$__0#L5#~U=O2lBBf0Qm_D+nmh=cW^m@stOn$5a?)v=N zVJ6)j-+7k($yDVMlxL|vM~m;DihpSr7hM|-<=ypfUw5Vg?OU`H$bd%^!;(2}U^lVi zAmaB{_<17!N&Y)3MUNUm_j!Fx=&ok~NEzN^*dk)#`kd*nQ5%DQ~<#3pCUqGP3y9ScdB@gF`6 zd#R7#v*%5M`m&VGpy3-aD{A5fGN3Ii@-7=UApS926A7Ga?Awh5ZY7;7>&#yS@q-B| zdk4b7$n->oKV3ce5I4J}!K)3@!0_qN55}-{vUTF6rV#L#W0gb&l=+@7Mg=5y#aJT) zSYS`vJTl;@B3p$7SQMOpA%VOA7Y^$}A5hQg*HeK%gnM-gGweuJ;GT`?xRtx3gpXl$ z0)-{4;8v`cT(!_J@fFeFknipiNL8odQ>{V|hvJ zbyXdRNn(T{wLX1B?ko&&Kk;~@E^z`<2ws&(0+gWx`gd>v2mExlUvIZS%}8su*oi=J z?6_ElZ6s}bWiv}L*NMw8^zIgn+8Tl*4i3Z-CKE^%T%gCHSqk6$o*@ae7liS)+2+VV zx8j(D0&d{Zu8nlW*Iv{pLHy`j;is{C*gjR6^Ibn1=5oLxR{F)cn=>H)sbJAnE+=58 zUGagI)EoYOW`58Av>-4&#b}Nypp{`7M-_lyjUC7U9c^Q-8 zJqZhfIA#%FZRTep;_q-z?NZsF0vCAc)aS4-e7KRWjh%B3 zfLX^YQ@Z<)!J5L~7GE`EA?xyY3tNx9;9!|+wJL5v!-!rE84zsg6-NTf-=%Gkfc@($ z0jGG{VOh@g<^;V^z;eCOH*iK5JQP(HTOYq^GB;QDuA+j z@&hVBsE`jcLI&PZFl8eHZw$5qgKz<%rJ_J2;OOa0Qg;nMhKgXFsOsOqKnHI`VzH-<`p<(ID&a;uJq_r7YSRk|JSs_gErSaT$&?J( zzUTn!^Dp#6$Mr#E2v3@^!gFX($rf`t$sfL>Q+l?S>N=dh&v7eYTNOq;o+piPkB2L# z`6~`nk%9(`GH+y{l}NH2hZ|UX{x|{gClp5$5&r>pG)w1)|0HNA%1zw42WT3Uq z^bX?RkKF$Z@dfrd!d`oC5LW2fmGVm!w9!(guq}zetK|Ym9DRd{So#a@yt(>auzI3r zdQ)kMNG&6st-Ct`s-NxHRCz@TZGixO23;=LK0uyE#Y78A?p%vb_~Zd1w?UzR`oUnJWd7l0~e-h|DgyHw?ttv5eCNd|k9*7D+y4}uP_i4l<#wqSX98#2Fgg71`A zcwCN%fY`4dDX4%8w;O78?J;IJ?X**k3`~mVP$2`KhaX%;0(!ztV@N=I)RlKsCI`&e zT&up2s0Pfg7f0{S(SrvHS)Ldl>?4Mg7Wnbrvj!SZRyA_EzZ2a?s-*lB9z*_DJW&nK z)5J1)y-RXM!yvNV!qA|0g+S-a_Cw=g3D`&G-WQDpv*5qg%B8b$tOD0}(pre%I5dS1 z6p#S#kF|kXT%cPZCdTuepz6r7Sw1~#pp=|Bjolqlr_^@~}4jCvsMs1>r8#u^NdlvCUe%O~|NWlAD!G!HS zpt{7u(2#cH9{7|N^ks-=w`#LT;cbS{NZ?}gK>)t1sO}l*)S?*VT6J)ZCK!S7y-nwjUr+)$ zc9@rX(+MC{e|eH1Obb2w?%cnb6$luEnuCWbPr^FQk$J?w@kTIv66fnnCSTN*y#p9$ z)o-!}p8{3H*0iySV)(ie%j;q&2!fp6x?{}mQlL;11Fep@7JL=b!8$$`3mJF!h&Ei~ z20x81JVXX6W|oPF94S^|Bk2@aZur|c-T_L9ANZ&t7AF@GTu9#xi&;k!-_xYRA}kb#h(EJ|cR|5dL$&c|R` z1;uqFKx3JHO*8)!ILs*!>g5mvzAcb6nJzv6+Q+AL-^N&jw)T%*djzatmH3xEhF;=8 zv^rS}Rgm@DqY4$k5zL>63>e@ci^#xpiI_)-|3D;HAMwp)wC#<0W59Qk=_b3ylb}Vs zDR!L-6M__%=ZqRK#|1x5SXppJj}s;X^F0hFP86s?@$rBR#9z7Mu;hmG zL(6w9cg(DUJzk8gq~C+Vk#{B2^q4tGyO}OS-OlXQ@S1rR2|T^?D%EbZ3Ov=cvkp0<3)sa%+rQ@M!fP!zbwAiF5Xsxp z*ypqz@pBXE_SkE#o!_vv%nbL#U`cv5& z@IcP9GxGjkDAe4x#!1lt)TC4o+PWQvW8tGINZ?YcskSICAdzFRZ!Aqtm9yov*oCL1 zpuP1w`-2V8{@lQSmu_|)483|amx_bAz4O7o9qs-ocqp6Q)IzHrzI30r;-o$dNgdR9 zkO8eQeSu53fjt)34>lxlB=sQ~60ovfO03vtpsL^V%d+fw8+deDBe|!SS5;Q@hc@Pt z4w^!_-rCh>K-Cog{Ho^yfIg&PS1(>bna1)nQ~;fraXvC|b(ot(2RHCaVLcu3E#-Xm z5P$i5Gj|yG7ce+jmMcDf8f;_X(-pmV-!4ri4z+UUh_(t0ReiqeM4L5O`SaE<;@H!$ z8D#+Q^vyHTSHz{E$B_n`<_>XC_>|(?8Pg*`g60?ho4pz!<7I9+?{!8PweT%AU+X+b zkV*dCfoECyFwsV;;C#LSX*I+*%ae{=yITjqR|-a24QGI@yDLcXJTHX_Gs|NU1z~Vo z_<+PSxh!Zh*XpVyVgkEN`V4v1RD2;$^Hl7zFWx4!t>ooDQlNnQD~x}Vq&h&I@E5(ePYXd#S@x^S?(QIa zhvsWvGbRoAS(t4VSx$ix=dlTOF%Ee9;n~b%!WRMMo>vB{S|?#({o(~uT;N>NXHz7w z^xWR>Zs!m=J0nOh@VdZTrc_wQ2bu>yx|xR zhGkXEGrkc)Dg(a!rQ{6evQAm~MA$*5=DvjhQz=lCaLEr9urkU?qJbCSr=XaC3@Gd~ z%0&h;=pWf5e!JVseZ(g?)QEF8rh(+>2ius4ls+g=WtmzPq=9MUt!+jM--wZJObln} z`M?=xg7>v@8rZL1`<87c1fET9Bx&%afevr0B!4eNg9G`;BC=%}K;K>|#kL#|aAeB$ z4dmg4X4W)^Tga1u;NG21FT6XZz9=ioj`N+ZNSyBBe6uMo?qY>iux~sVyJEi(4p=T8 zf%2ulAp7q4DN_4nIJ)+E!@h1am(Qb-$s5A1qLL&k%5nT zk_j2Ofwv!bw<3Odq{0m1D+Lx%7fsWs-jX}vaO-(CSfRf)!ca5?oLl_oyfe;$(w7kl zo7-Mc;w9Fe`e_*d-zZoVU+nY%YJ`_RPzB~TRwc;5jDdV0GC(Z2J&pu&Q&m18fzHkd z5U)`O+^s4Es>+RlhM#1^+#^2dJ>d7jx@nUb)sJR(oa?}jk+(U=S*D%ZdW(gA@ivsLd~Ez- zi=v(XweRW9gh<#Eyx;cD!v=VQ_kb($h77Dfo1}ycV9f4^y^sN(_rpy{VCgs0AAwt8 zYF1(z$5byJKSa5Cq7kIBILAHGW>%H2cwc3!kOUg?#8ZFfCBprtE6SeI!r;a=Z5~v> zhqT-cRKR)j_om1|_LjaYGB7!6m4Nus55;N`|D-NuD9`&j49uP@&#m3>0v?WBv^1C) zCwdr7kNnixAPPq3D4ZT=0yd9Sg`+}g;CKv&lj!}!fa^&5vHSz_aOAM5B&0WjC7h#| zf5`#xO6rj2qVEYH&xdu8ud~1(8*Wk~`oW-!PqHZOvleXntS}^u^En1LUghC@;C@)t z(giC7l+!WX0Zd+?L)ztfX=*LV3%T!ohwBpb>5mA}@QjCHPt$r;Z(2cKqq-EwvN)*X zd=K);;)na4x|u}84LDJY%OC@H8)fPd|614gK*T>qE7R%5-veW#-;h+Cj{|wWx88(w z*}%t9l=6iUF5nrvJ@mo)EFs46gl^@V4EVh+=8h@|wY6ZNz$+Nm`+^|@9G#Pc$iVyX z!$HBgz{ZM?91>VcI(~)G)(DjNSL7JHGX|xF&C^0bYXpN=AAK9lw~4V|h0mTX;{&f- z=6ze&7~n&TVYMl!2lCnIJRdZQLtlA^2yA%L7MAV}^C20R2jzG21;+f zFzblVB2WnfVcW#g@;Xg8vF|S1BrY(OL0Qv+3m7B`%Xp+d1CyH`CLgMO0cC0AQ&FEG zxLP%4n0G1)dWhS)B{|o^CS97J`d@9~%iO+)R>XM7KXfU4iBqy7N=U4Nx~ty|O%D z5BcIwTx!^q28_XHtxy3|+DdYocmWf!ksipvQ^orv2DpLDA~RaVZ@0Yp8}W~HVWs(P z&r`tkKxw;zvI*dtynAs@mJvKX^psL0l>}Ol>}nPN&;Vi7YH>a z`PJmj2K6s932%qcjCh6sWK$cuWhw>WjB-bp*I*2o=N#Wr+kFzM z>-c=*#re-&b#FG}{D)ZJ7nAng^LXP>ueoqK3^W|)GkT!&70!6xy6@7K0Ij9k^ncR! z!pFm6u|)(IxP1EDh7L@JFKsTRH@~C@+GSofLpG&D8wsB z_+>JWD)=p2YJ?1EY;qA#J>7dV4E~oDr-U% zaC*kOPHvMzgF3iLD8a1g|}VPbUc<#=okC{(dS6RNfXt3`?51Wibw{}6YQWnClA#AbK%R1Dc5J zId+BO2`~<$?KEB%gVb-w+z`KndR+)Z0wJn1TJkPts#LogoIcsM1M@SL;>C3#KB3Fx23Xqx@*$-wZw z#e|3A?(n_0bN^nN!+>RLz~LnRqAuGSP)vT350aREj|sBB0C;Y+SlnvWhGV@XhmpX> z%zGuopSv7zYOi<;Fv+Iheg10za9+xxE@G;HhMfZIqy8~4*sa>LYPASfNGGRVlyio2 z`%jfh9EgL@FuJP`j;2e3OQQdSqx1f!`u*cDNk&4XjFRk8_D;NxP{>R}d~7LMAtD^I zM>dfeLPmsS#eHm2L}kmU6h%rZ4d3_u{R6J+aXo)1oO8e5_gg9)keN`k&PfD3^ICnG zM+mw!{`|!PW+gezuT5c~6&H2)Jx3IL+Gj&z{gw-}>M8%phB$-ku^D|$S}Wwae_Y#8 zSq=f<8MYA%pMMO$I;g|gWexq zwNNB$zojy)C*medJ3rf`8zTf~` z_i#5HFcVMrc+{p7B{`dyqY^RT4fzNF-Ve%y!(vagT!#ehK_`A=dcHg;K(3$|&!<;^l z{B!r*6Crox)bmr{AyyjZ+mHQ+2b_s+KkXC4yW_s0@CO&k)+I<%qW9}9~<@dwKJz18i1CEehS5%Wpkv#e;{uJ%f2 zXbUvF6gkPfpatcr8qU@GyHKJ)li70`BgB23m-XbG9JClfwUNU?Tp>ODgFkRG7tWs# zKBAeaiB5bapESgR>H3GRSl}|3IkekiFR97x!v<=)1KJK(4(!=DNU>T==G{a5$1~E9 z&S{?c8^xXOdcKfLoPxW^7{$D^7`>Z#JZB|997feBHNgRYeeS2=fI7OnT$rD@<@$eq zDrre^v0j8^@pdii++;b>k|TfTPz!G-jVESqMyo`_{=K#A;w& zzdeo)(Cp9sq;Lw|>>wY&0k`W0sc}HGa&8wE1TB{sV*zC`iIc9>m-HjG$SbRO7HCB~ zCpj|BNRE5L@^-AZz~Ls7Qjz$2L^Um_bsK2myIq++9^k3gH-!hhm6f}S1Js?)Z7bI# z*P)oH;x|~3D#vgS3(A?E^Zsa+A)O113@3?Y!uMlVK~n-Ez{t5KDbcYD1)eo?IrIfU zQI7qv2`>-w3J4N(dFTl;(|3E92gT98$sx_g+Zq8) zqKIYQFI9EU9~A6to#V)y`bhM~{-rB~;H&$l#}Xlsu5AuFQu_oBmx`|iBY$w>qS?6j zwiNM8mv85pk0fsBc=<+7?jHKMF-iGpcL|M!Enc`W5{?FbmR_n1lmWGWx3A-X#ky3N z8$^IdlT9P$-{~^!#{2+pa@l`ZuYtnEUk5Txd^Fga3LA^UT{vNIy>i*v1KLtj)>edV zQOw|M{OEIe$Q%8u6-_K~dn}!T7o7Xfv48`w2d0X{o|?f=gU1pS}yEZyG5R~rt_ zdrR0OiY(!e<^4B2&C;;!?zCril?9>Iup5sx3}KkVnmpqX!Htqju6=85i3OgWpE6Cg zcA!s7_e$IaQjm9tGb_sqBfM2&THnR$gx=qI@+n(S3MqaGA!RxT!?bMU&*$m7h#b+? zh52j0Yzqwtej0_aDNc-o%GG=4=v;%r;%qqU|Rz~wFF7h30 z@i>;OeTajJORx8Cp6-V4HOU{p`g%f{c&XwUM@Ph5cl_^tvK**vpYF#4ejK{2nnMg= zaJAoq13bvT`do0pjBOz=7A)64S;B%znXme$B1NFyCbM?_ycHa<{jVl0Qw_Qo|HgYyqa}>euwLGqXYEsgOman^_EjjNC!2?N zr5S{yN(TC>brS`&LQ}sHyDJ*VG_==BZls<-k^3FVSnw;X(Y}-r{P(aC?aKWM46huH zCn`q+Da*Rw!SW}P)mgRw(wmI-^ttcj2pU5RtA|Q4+q_z6Oexg5Z2aanE0n3rb;Fi;9Ko`i0Qg z_0eCpYoXEu5w9_S$*c7O=1l?&SlTVvNm2IC{`2h0f`vfg(*1~w(!RVF8L3lQzYyFQoRs z0}^*I|G)z#Ip(y;5k$ZRsz6B`@b~6jYb;5cSq=Op_XZ~7F z-{lKKvMlHAnHf=IlUy>@triF#;}RS6l7J5V*7MF4w4~47rJZoxAIw`F&A&13qSUDq zPxxeopsYn<5#LA4sE1SGra*`tGVN0)zn4sD2k+5-@y#95sPJ6YDJ=NCAlHTkKNBoJ zda#(1Xot`BCR|^wK%Xe#X*o!q56pjrgfcUsjbU7fNTpoE*K60&^Xg6|VIn z(ji8k_HjT__pP;YfNY*!7!FWfoSwk^f&|qX=4JiKi?59K*pQn1*_jQMUqDytJCDtE z4O04IiioHZad>2+Qzo*e6sgY!M6j^!2l2zZc<_Rno~LBIps=LY83#N_d-4qjyeaPU z#k>x~aS6fVv+>$t{TF$NEUKmyO{~SVn?sZ(42ngv@S63yzJ;J zN1RZ~lTk_d<^`n%g_o&@c+e8-nyysKMO6Ko*V(j60QSb7SzkFLkHk544vYMjL7u6@ z`IONcfDDh;rO_LpJ8#t1;t8JKCh_{;LE?v#JKrYzcr_TSJzDI484Sg2^rD<%m5^DO z+!Svai^#9u9g|4hmyP<0Hl8$axFfS;o9U@#;fNd^*OC^j0Bsv~7Lr7OTprqGOav6U z&$(d1p|R9nEa=+C*<2OYg?!(A3Jd)d19Y}!YmVhdAbfy3O)lRH0%R%tZ#sy-c=R_f zUmI40w9i+TKNAC}89J#&f6EY8+em+u!T}zF_T4yu#rZ^{KOyMk_?LrM6{+%ZI?>Xo{^+_j`ix>6uzS%k3lLS8)>@@%R zvO&zH&oAFKq#-lr^-l+D_n^qxUjtgFuOj{0;*GKbvH}_(kdRq;MFy2OE2nb<^^xT5 zz_mAo;DovAPpa!|U>AGiV%3FLkeoA+{#qmyDng5{De=MprDjSOOOcoS0w6&`B;8CVS6$mSi7%& zh=+O-SeZUPqnnNe7WecCIvEQ18Azn~KlKL6aEG_UxFfo7?-A3xD+=&!WwaJA=pG#6 zFE3C)kN=rG!2ul%duDLJw(!t-%-35SPsM!I)3PzA)ⅈP_vqKvxB)QllV8q&X z%ITwU416{&eB#5mM%+fwL>_x9n~ciKwiXmWjUfJ&0+MmlHFUq==K0Luap-2w&g@$y zBE)a2Ih8noZ9o1~~3K_vOD=$sn{vPp!9i96b5s z4IUc#!`J?$zFRll&|LXb3%))%V51i6#sfNzkP{;D0;4+C_c*|u-Ao4uEH$*#V?hF` z!59mE{L19b`qv1HV_cU!B^<%zolF)h7%{8@|Y-}9<66gI_IJe zaoH{g&M!#PL#ExRCj`k(_$$Bd&Op7CeDX_HHmLr2HV+3xaq-FGfJ2IcuP{%JyZrbL z7MxS8W-_W`BbDtj3gSC^7wDbl*EYS@;lk-UUe@k#=yc4kEx$p$o{-0E>(_M|c)VA; z5if8%8S8-uFuII(;{bUo`7Rvre*MA^%=e`=@nhbnCW}ig=M}6wDDUBAbb}q&oN@xX zoylN(z}Z`%iw#W$=pJ^^eE>DrQhpjs2murY7hsNQxMS?(0ZBAhgt+9^ku9%y z_PcCvWNOi{xAwnR==d&{wd=kYh+DO|{w7*W5TVGakZlQ29Q!F0vveQG8=h0c$;CtdMC>DBz+z*?#k0Hh(4>*;1#eJyC-i z@{04gmxPi0Gu3@KV9<^#2M26_C9+4YOOZ0z|CJ5%J>_fEC)U(RAr|KS#=Dy#b^BAL z{T#&ShV%g+OCaY-!8@fm zfckaAQ7mA7pY;U`0!$(;52jO-DEh`MS{^sS{rLIae4DDES6~d-;+3JK0|{F2)GLw-QRd>7YgZC6;yagrJTl+Zzj9k}4iDsbvs<+x6UPo^vD~yZLO{lTU$Aamd~Pr~)*aH7eJ znd!41oC$Z*Im2=VIrdF&`!1&lF$|v>@BsD*NjE&;2dStD2e4OMvBUxXrzS)&ui7@r ziurdF9!ekNYk*t+)t)=#JSQmssMw~-Yz#@h^t%&}a-)CrEDQ4jH-WX>HUFy&J^HMA z=o0mCGqCtxn5&dE0p28iZr-N|(G`9wx&Qt&8l^tVV<=sKfPt;hE#?H$WXxi>{tyd{ zw$AKAbGm42{o85GAA9qY?g7Cc8VE=jE&B1x*2c)jc(!s4(Jy<&4KwXo+UcW zOCx&uLMLic@6=SKpxbTW;+oIRm3#;3rc7^g8$y6`J@RfEV2CqSM9!;Z#9tI3RAP<2@{3Gx{)x1-#M*X$K~WCm7#te%9RO3dc4+4fa*o zfZo5h_VP(iBviOsc0w{A;u`;1xAJjLK=Fj6`w`*cq&d?DYOo*$}sNW!!W-{03 z*`Jrt#Pa>Amgf{y+f}~w(22N+#Ua+?2N}E$@Y0iqTm7P^*hM6=fvv@@o599D22UHAKZGAAOhF zrpL}j3&94T*YJS*+r1DD$WUzlh6BPGqj)iY zZ2P&J-aX)0EoD(t4ypb7;tPcTMr(y#+#WHO-U%HBPw?F@q z9?}98Dm+2QvlUSjrqj?vDKAE)9;~5gc-T}HEr|#Z0G@_`BpLn(Z za5o~k&-wC}%2C=ijO9oEmLmhD7Sjr6g!*c_=^H*OpveQLPvL;7A;m--KM-VaOfU4wUpFPqnZEE=Z0-YEU0PQC?~0`Hf6q?1k*Wb59Dee(gIt8p4i9*|+s_Yb z;`G2W_CKsoHGgac0GY;a(~yycQU7MQziH6|GCCpF*eNZ_ta1;_BB z1be09upsO2LsLuKQgph%Vq35oNCXW&qO0OVdtCiSxh36U>V!~(Oq>ev*TlM3kuUjy z@Ipka;h-u~D;-IQ4N`z|ZM{pM*p8#>M&r7O-$5Yo++Qiv%NX&FneD^^&*8deSwaBQ z?7k~W{?J@mqkPF_+>w(sIiALNmXQ-oBklBA+2UZ(@|Fqb~hxp1gww#Qv zK)i5z1FJ4K%G!Thdw@0vOjka9kLfrL$A@ICmS(buXSpI@PM+67fuv_;HG(1N((8Rk z8Hg+M4zhp!65SRI>CrOEnum=L<1-gN%s+-JuCW9^Ku30w=eaimrKzHP&(~t0Z&$=x z_`zqyZ!#2(k19z>oq0p*s8lPG;K{a7e03cm-HuN!9^uHFOYPVvPy){{#)ojg((SCM zDI&lpI${*_bSG<0U>-3POXYAp11_eBKO42Na8QcndrU$T?EGdcpM1j~&Xa3DF)Y2j zgix%&(_C5=SZ#sZc)`-`Vk^8LUvgCz2S^=svcmztgsA9a3Bh7Uh5{C(n7Z$nO)diM z*7?e2vNL4=b34^GWdOc213c`X52ArAu3kUIAgC7qyKs4c5$${DdO*~t2F^uEw!D07 z3}ne9DP7IrIy4-6-0^3D3DUBu{Al8vfui1wD!+ZFi@bc_P%~aAhHq?+r%zc(Mj>?+-$U_l~`t}wf&m@J`^iQJ^$45>(a_4Z1R*9fXRwPW_I zO(2@hU412RA{z1N418pBmnDPITA(xzSlLrvhXblTFF0a><*(7(Sg_`HTfw_-1x9L* z^7;Qt1l_rd;+4N%!m7cYC0GoCQk~Ps`&!)5=Y;07pr8baqA}xmz+Sa&}nesnNB`9D{X9RI;I_wyWlYqU8N&wdb* zh7MXLlT(1cZcDFCi4j_;SO#zI?1O%GJ}UKaYuF_=J|ts4fWGPMFcxFBMNcnX9Bc4@ zh$yP>FR!wiqKyD&(%XxP@O0D5bTC>E$&!8AFkhhaOI)2y2%?OOEDv~5lk5fVa14LU z0K(?C{$T*GanRWqiX1r>=Il;vSZf#SDu6+POX?K#;9a8Ja+Q3(*sesE*JM0 z2Pjy1xZ?o*Mlom1%PSe>VE$l0wY2zmTGB_sbKwFX?!Y&>W%E+u&p?VYizZi5M?gKv zIP*mYafn2ntmpYw9uCLv8^R0bssw!Tg2Sw5WpKb|oQp6HkgK$_$AVSleGBtfl@CZn zeIJIqoDVzFCOsjnQ>A%D!5RLJRp^{^-j9x%>>1p)y%xxJd%{RN6~Qy2;J}`*A7J=? z1UYYd(-V}3fA9VCV;S94xf7l`?TvbZSso2i4Gz9o(dP`=YHmu%zbIzsE17nwNJir4oE%u$k z174<4262FYAnOktKug(PhIvNv!RA>kSR{WZnJ#>VQ-3V!8p?y=LGzTdrCcI>w2O@S zaeFsviBs|o+`as&QtX5u%g~?L7G7^&M1M zYBQH+yNlvk(kDBUa}!BhXWB8`?1GpWww$l^htUnGV|JJ)TYWFtj|GiI@g{>!7f2uX zj$LnlF$jB6v?FT$4!uXr~ge}onU~ojd_?K8KjCYe0dL^&n*18HhT+xFY8B7rL{wgork>R zXfis$I-VFlnvTv>^mh6l3P57d%#{C-UBglEw(Y!%1;@Z&j?s~y2xv4{7`RFVjBNKT z!~)|F1L|0yv>L+2voVCqxaYPB5uf=>y=C|wk#rZmQLXFgG7JRiZFkk*KD~sbIf?`r zRn$O2PN*)37+|RObzd|w;2%?WG7eyU+Q^Oro|VYGB4dF?ZutKN2kSfk@d#gs4gSu3 zd!pUI>zTH0qn81wlANmT*aT4G7|o$S(LRu9%GdXZoe{}T&c^RZyX zsI3kQv@KjTC=FxqMUr-=i#riI>^}xg=L{pwbnUwoh7?qi>-074zYg?0lRqxBKM?Ug znLQGfAC7c1tVZ-`RKV`W7bYC=pYxMI9H7Zea>sm&_4YE%i_V)j+^-pin)>?&B^Ghe zv`HSV+IWZ{zd~}Nbutjt(jo27{tI74|LUZDL;XdMT*Z-uAg zfVA$!X3RTLy`02+-O*mp{i)^PLgjs++sqwyB{qyKRG$XP7UuzrE`DUw-8?#%9u3HE z)N*duUyW{ZdfH;0Y%>J+%Zi#TUjRp~M-0brwV=iT(p2Z*1w>7j-gre3KKswg88oRMfRAd+4%2Nf9NWxs*K*r{*eN5p$2z{DppWq zr+(CB`*frvF>c3matuXiQPYm05JcV{mN29}AC0Is3#FcL$it%Tp^utGK(4-)Y!?xr z5v`Mk1?wC?l&CJUFo6ePXZHNC186q2LJJ`9KN0v0=hzG)RUE05wrRg z>p3rF2)(qvga`P2;akB2q=L8{alird{}_k>GVxBA96c=Hyss#Q1yXN%-fz63z&z7V zm4>9Nup^zv?f4yQ$Zxvt%eIXl1?TOn3QDm;EsGYS;@LYIFj} zv}PTr_HUR!)4%DB`Ph(XR=<7pB=hj7 zXhw2NHvFpKARSg%gGZ&8eeEoxVa`kNjZ*dvH1b>hw$EDyU@mXGjTc;O+gXnn2>ozh z#sMs>%zy*jwUkd_KDD(j0P|!t?dEY|3>Kz8jjwI^fPh5h^G3(3usVNb!fGEM%3;st zzj%*$emTuhmdyP`8}_E`klnia6@K=7{V7;`0|vGkv-GBZL$o;!WkUS{NI=kii!*!@ z6`3@)>YTWQ#%+zWHarVqy(!OZ?wSsI?P@ND`Tu5p{$RfN2K5fD?Ls8idleaO=~b{X z&7;2fT8JVL8{2dzy&A=8?zyo?h?Vl-;Z-tSfm$YN2@4O`&?-WU*3+^YVe}A_qeqPc z{3kwF;sDi$Bg$BC$djoN3!*&VIc?q%ArZ%c1}P5J@bG!)m0vq{lcJb?bT=n5Au{rd z(EQRZG}Zby<3o`Qhz8Gp#{=H^?`y{cqUlQmaDb#8nQJEw$oAOsz=HB)k;Yh%K$Gdb zOq|hVH7Vv7eHjKz?<2fD)Y757LYmgzb2nnQFzI}p`5R<7eNf~T5AYMDI@EYyk~Fv8 zORvvg08g#%WE`cHri9qs_LKZnfIce4`brq@qqH7&t5iP{heqTt$l5*Xh1=xwI_BLs zL{R5v9u6!paMYv0g7n_G6gMSXlJwVVKj!x%P%(32kKmXsMSUB^FDvgQ>U(I*G<02$ zlA{o_qFUdIIK;Q&|Ah3RpXt?(Yt$O(Kqz$r4iMvW@W27jB5tu_ev-NK8s>F^OjO-^ z?MP&85x01kkXO+4;!KlUhCYcu;Z-o}d>iZ*R=eCyU5jMyrksn+VFTfxELZV@duLyi z;03WSs9A7;FX`194!FCkq#g5#ESF+1KPw!O;iD!`s{R?*&iA+kwoP!VXj2(ORHyK# zia=rX&6ZwAcFdj(oL<9x84Oft?*LVKoL2{;2kLwT=M&jdi$#bK52LuN>R zb!uFk-U2BxGo0*fFhMmkeenzC#M^Q92!{_znWBPnr3;v6%9UVpA^7`OC#nzpD+Rts z>0GhaNyI@$^%b|P9iZ{sv6tyqD%x(MR9yU;oQb}j&h#XHuA|etiqnI`!ch~`M#=sG z4Jb)&4}3@jbR0>4f&(772s67A0+ZA~FR{RJ&`XT5WC)E!eR!*P1DkoRPxEn0Is=#~@5vZ$BPzly280Jb-)Ey`-4@Iul(h5V?*6`ab=z z#)ACa(*GC4k205>Pz{7ozoWqp`B!0JeUHmGT~kn2pivEz7eH3eY!sU$|Ou0gfNeVdcA5imZN;oPSf9qvg4ve|t<*Q0b!wSvgluBL;!( zqU1)JP%zECqve&dfu+en`r(@M`27g_;Tzh= zKuJYnrxFd#n7dKuxzdY8XG2hBRhY4LM>vwdI2T0Te-x%Z(7!oI1oS<7G=~FDy>*Yl z{E=aSmzdvMa+++%Vm$(PgjJr_&BOs5xX}N?&0x4Dd41vM9aq%$Ft0aZ zry8uDEBb^N6#vp}#0zK@9gJ~6NwJ6v4tU@>!h(6lCHe=LCy8r0>4{ZCP}}sz0d7yI z+6Pbl_|Ah?66Xu!`$EWCj2zhUw<8&5)&eH?<{kojm!LwLbP60wd+_h-3h}6w;C1@+ zPzoC6yiv#d$(A@WnJP;Px{tJNCWX@+&LNYF_qF_C9q#1~3L4?=}(=qQ7v@GCB z@GE5I#J_%PU?;o4eQ-17kkkd@ilu|V^C=u0g4<1H?6?erR4qLd3)9!v(# zl+WsQlnF3CH#4tl9}1Vdwrmf4^+bYuH$8)vRA4JLTL2G`%Qqn50pzsUiWM9%Pohi3 z0T&+y>SMu~XXoExL4UP&eo}cSXv>N;hnRXp*w}*VT_$_D{_fw;z6?R6OJFNcik&&nN6{7ac=f?DHzY{icQwS1f~bw6IGrtR z$Vk79XMD3V89w`1_-NA^ASc7lzm0_8``PV2SU~lH=e(CF9f_y;=uYd6e7F*Dlzg&j z2j$Z5W9kMM?xJF$8j~*muPAk>oqhUW9Fl_>iwk@yDBngk65^yl>_X!M957`);D7^i zBb$6N|I$Pb3@(uGqB>f-<~?lmq?%)ubC3CRpm=jvww%^i;&mInSrYeSVb$*(6hI&f zx;8G~Dy;-Z;uxIqg6H+e1&9S`cFXoO4hZpQ;l=^^zk~`gU!6a27xV8${b(oaCt)tg zq-N%(KS07mk5w0Mh@n0mAw^cH#L=9w#M z*{FABphoFYA==HR80Y_F51ftsScwC!{TUv^0ZNx)7 z>6%o7=l%L3@4(%p&*v5D+!L~h7e&a@Mt+S)&mS^hDsGVla`eCVc)-rT$z*oCzC(xv7yEI2A8)`A5evb%zB4s8P4CoVayib&|aWYg;L?>2PYr7diD&5pE} z%wJd?p(Y87j&Edqy9P@uk7*lYrAec&Sr>V!??I}a_QZ}@Y0C7^6Ti&XicnG6m<7#! zE()I#*(iB;K_XI0U#=74=z;bIDy0=cNtAM3eXD^GWUhD3Vu9vI#zO`yHYAlD8HJ(S zUqZWnaHZ0eHN{AeMd`-q2zvSSwC58MT}q3)*;XOB4b@({^VxT(8$EH_uYLTUDtg28 zV-N={?S8R>188GJiZQQ27J4U(1zdBboU6NSNc6n-3lDXVK&yUQu^^`|DK>6_sY$&J zYWjcITXNK(%6-GXX!ZBOXV)|{yx_(J+J$;_- z!EoyRq{Kk472Kc}OQ=x41!>~6@^iD6#Ct*HSv;;7pjgh2+h(iJqF|36`A|J^`+Gdy5(6=Gjj~8mr{st*OI87zvv|cwbk80Rp)d>e^@1R zsw)X~?9GeU8@-8Ck35pF9}Y**9LwLqO@jCFk&=}}fTwtE4-SwEV-X|-@W5|o8uM>Y ztZ)lTjG(_>^SAPL#>1(E`?gDGE6_{f2dr-wLO}7n_juBP3p$*=xSMZW101FHsJLAr z8=%`Sg2nKHxwX{WI6%GDI1LA!6g{he1-5E?{x9%;_Lgx&;wl7bHopwt>kXy*R@}>4 z&VY|iPmsEs7!qc_mJEMpJ=jVTx;(+*5GO0LV zR*mHcAyW(`#X1OT|~j3q;wPBJV5Jjc}Cj~ z{f87vx=b#wM!`$V32nYF#8sCWR4$nRQXN)@c^a!C*)fH$aL}r~d@L~&Vq3^OBGy7* zkZ+DAv+x{o=A*8mYldYSX^an72ONq-v^PIwROcjv1Gud<{^5Y7 zR+)pC7vhiKhj|fQ?eK@WUtlh81O`QuL12}?CxdDd)}OB(ES?PmGe7B@8hu`<@!{<( zlZ2zdO|Du~#0%a|EpFfif1LLB;(+jP;g4~^?)=*?v7nqcmLCgf)XtSM>2w344*f#< z=mXNO22p&uju6eGHRfzcsvogS-0kaVSFdrG5Ui4!InKTp$`jk>`#Ud8xJZzH4>L`?$DOO0tzF| zMJ&*w*$h9MMn|GMA^q#AO99koe&f+q+(AiV%=+2OT!6NUSzkGzuV}E-WYl~q0oiP_ zgda>yM)NCAk45py!bR1SK{#M8C)b1sAS251A9gG-a-;f<1#aRIB9XN_NJAnT$vyem zAm=EluX5lkta_PR>G9tJLp2{`F{Ot2m2h3}D=nC%PpN7fA6RLas$bs;su6%w&&nXLM*5PMOp*+$XuiQRVZn~ZdjY^1uf5X_18CGKmpVWK9bUudM!ZNCl;lNWRsWsi^y{;J;M z+j|e_iW9hA96U^kjoL-NtEW(e_Q&}Aezdul@?W;{sRHUG;)#Y&dmM~902yzc_Iaj& z?!2fyh6R%1l95>8azQ$FOxT?Ci}Akc_IJc}<*LHp`03757IyZ}JF&e$-!dYO#QZr< z87i|g($8x_TIlnm1p9X6eTgbtIZF;1x+&4&0JUiH?{pj>=*9XO3u5W1-(bO#)o4kw z(>ap&d#Ug^vmu~c)VrpxaGW%czE}S_K^(=n`)0qv!v|>C!j(C0k`Lnb+t%@byOjrY z@c@o{K2kWKV=UDa2mF3Abp!M5wTGH8Z*};gN?p1XNt8T6YrFof7*cY7KL0g+7TRmd zmCJ4%L3&e5R}S2<1hv}JqWs;$U_VKBnX$?OWbT?@)-P~?`a2DI*0k9WaJr{DXx0vW zH=ud7ZPF4xy**8$s97S-q5Mp9<50-E#n~OAWri|cT6WM8yhRsVDdt@#Dnoltr6V$v zB>%W@Ryxc`9A=2x{Q^>`ZnuaNU!T=RDx8_8JqJC>mg}+?!;zw=# zISl@l)os-aokphpR&iLcz+g6r1@989sZR7yf~@)KtX$r0*uPyqZOeQJoz8kOGD6(D ztZ-uIo7vfJJZ$Z^dIpGGQHt3%{I(RT56kJC<9H{*~&<=CP@*58| zz}4AD5D%E?Egi=Lye?bJ;(!Bo{0ul?|A_~>nCI+?{XgIOFUy8}-t-|booN2s@Y@Gc z)UPd@6w({n3!gbn-GI7uc>Vr# zC(24%qW^Kt8STusuDEgaA+irYay28$7OnR9bd8^hhI^K$+_Dx;ko?KlUYLJ9D8k1@ z@DCz9$ZO~2ze2i3<4MwH7KnJ?t{8l_f&^U6ruucWkfGev^Y1Rx$gNdeqdPPjvD`WD z^3^LEMerC%(~hdbi_TZ$IN-N#ygm+aj?u`%y!6S?Ma<_+nN1frtN_!=&-n!`$#D6S z?UwQW3Fz9PD?2U|0rG#yQ}-^M_eNDkZPm8tk3nNXq#eY zfc~!cyG#gysCJV)7Q8WW(Da<@hE0jAI16h(h|%Ye>q&QlXcLoYLuGNacW^G&u)hZ6 zX%A>_j-CYj-(zvjLerr4dW$}u!58MpN4O=f+D{_dpI2Hx`Fo>!j?C`flx`#+cb)x8 zpc7Ks`S9$)_+)r=vnN^I$QZpWue*T-lD{(cV}Yf-!3ytoI+EU39;NRwg)kvr7;t%h zJ4K=}%B#)40R5BfkaCXriu4YRQo0T$p-S}2@7F*Q+MPrrlTjuQWO_wwRvhqb>f|U6 z*xP38jRmGFwLVy&T~bBXc)Xo-^l>JqUu71sh`ql2`PdrFLhGl>eeqED)KEbFRUl#_ z9u?{HRE4x5>J~hJQDa;H4;U6aD}w{PGK9NvfTTshRm_K6M1i`tQjgoXmJPpAl#Q!ybzF)T)Tb@7KB(M$#g{ zeAzZrOZ^9m;i{OvM0|i@v7x4y=dyq_1H0V#Ouf-LkwndpgLlELHjot6#)q=&Wiu}+&0L12H>nE%H^l+j&B)$i3+BS}k*xhN?X%B|_a z?T3%#BI|A0A*Olx$g=NJ$(WunJo!=_fde8|CTDTLf)X0W{KxH_$1wl)#*fWVyF;Xl z%Fh=w?JK}9pJ(&5(k_yKb=R&1vS1eYOP?FCD2hX2%GHK%7!^U2=Zhv@u&77!!V9Lg zINsub_e&CtIKWRMh1QG^IMZx$ED(IAx1RPT%1=q;>oIvrP1nq5t6*xKoQw@q7YcQ{O#{E3RB+b*hS@A6`;K$ z2Uac*vQe%nRoJTQC!*z4?seteZSXdr&EZ4AF|_7%@HrM7_4LleyxP)7)ecuv(iVjG z8{K&hDlAL?78y+_uS?2Y($xo$;z739%)7@Zt1}_K#Ul;K#=GUIS!oNJoHixbbefBz ztN?8@955yAO~wJXv9g<3pp&3_5esfGJmeicXiU;&YUcW|)d$4!anI7!qa=5A&3fh6 z^{}nKA~5||DI!UxRb3Pofv!Ts4|srxEOW9tW_(6zpj%;4V+t2MR-AVh)FFDC{7fc#{s*ZI*eg~QJ38$=2cZUT?IuF(4HGry@D70Ael{R^OvzD z{PY=mT*ph0!A1M^ z7w8g_qxxo+Ykdbj3cLEwZ^ITnNeMpufD{f4mUW6>6wT0ZX2L8XfW;kFzcK$(@~@Iq z(m3$3ypvfGx&t<|d9U+2dJ*;MXOVYjGSNFD3on1GE_7+A_TurBC?qPu^MqZE9D&L| z=V+#AkU(!|yDtv--d>Bn%r8`7w$sIP4UP? zh2!A-NxhL9(mozba=qpj%=b zL1)vVLGP%P^~=wuDDkSSJsAtAyy=>-pyL2tu5R@jz|jLC6DM*(CDxsNDfAP%Kz+{p zYEd@gidHvSd_RT2W%z>3bK=aWqq^|={%EB5L^EN?_85GSd8LU1*z40eaX`r24=T*F zgjEG&zIXoM=zoRF5aG*VHo2ArwRY}gs?oqP=p()=alJ~s{6`sl+=CRSa#in5IwP$H-RI_F$-wF&+}m$zf?}w%=`sK4A+rwV zscaVQk9?#haod}6()bnudy~26aRnO6s!3t7RCfW|&0ITsa%c^uJOs61{$w;w{%@DX z6XFjB$@M2q@}^2~EbB}K4$xMv`+)<})+R1v!GN_+85T6Wn0!#0yp2>M#xeNm_8pM? z6A{f#_XQk1>pfhb#>3T?_qV3}15t7Bb`sqwHAr9XeS`;a9t%8$2MnYO&EtSP{dK?r zNSo1NHL=>E^Z1?wBh(ARI}iomZ2iUO-JHmYZt3 ze9#%GI;F9YeBwz<&am_+24qB9Faa#seDB(f1zk52iY}@jA|*f93${fMVZ{7!9_yKD2A2GS_vHH^X#Map;ALCV_%R=B_IU#@ zi}1qB{=Hnk|Xp9e@f^)DyREDy~dG}%#-;sGP~psz-y7OGhznX}KkBK@zM!%~mp z;r7!@ymEOCC@|5?d?O_s>UWaqSB+B6qLl4D6Ij4@sNpac>}6TX`g5=!W$1SKFcoEk zQG_W~^zK=xW(>JmW{`u3FN@Fp`CbE}zu5kG?T$rE@HB4VbtJOg{4OYWL>or5GvDEW z$O8v_a6tF7(p{LR_Z`2D`5HROM$L=`beKG(os1fiAVb)_`JYG+n*8;MvTZC9oUc#p z;|;rtM2m}i-f$d;W_FG(ynth;fI41q+}O|p2hdit(0LO9Ge!pGm>)PmZo_k6lu{;8?BC3?W%XBQfXIdm-hOdnR{RIet#aH-}n3b z=hx#gInK;Eb7tnunKNgc=kx9g!rgcO)coZ$7oy-kCe7`VM_S#he6n-#403LFj#pAt z7Hzs@TTI;{)9Bjk`QG=gq|l+}YeT15Poz;6o|k4-Eg@x#BbJ2?@uiEG{EiaR7v7ZV z?PBS_oUXqh%;*;J^VK-Lu{fO^<62Dmt#zC>EtAU6oLW!EoA&Jgpy(t=9VO?6bZWeU zcJ&@&@3MR;HCmTmGHsm;>9b?N?=`FdFZ;Na3kB$IW%=nB%b;?+le>_?ySEAD$NJ@x zh#!_+8l}gRJ24~7Qf%@_XP*O#j3Y})Oy;4v`=8ICfi9LqV#=LKO5M0l!U32!`>;wl zfTY~ztN`3e#$cE*Mkqi@%jLa<49++z#SC0NkGeMMz%FvWeb6Cqqj@CJ-`V+H*?2Pc z^R2P6wq0oXHqR}N4YSDub4C80fC1#4_s1=EEzXl6+Dp9io6IKPceWYdXUA!J$*)(? z9{(BiUP0@amtp&9&$K7qa!v)(-93xr?{R12$UURO()X?or=ySNe7_TTPwYP1lY6 zCzduimby0Kx03vHjBpVO(C^yj1fc-+uf*0B(#z*RRSM}7%_p03iw9H?`#Z*_5swnd zjLQw1@11;$!J)rMFYk*bx1_T3IrV2#m!VB8e9{Tod_Q%Ta0ExcIC%<3kTrQ^YoP#Z zT|K>p0@y!(Vk@LS`~H=Ikp9!u=*ca=o*~}F2d_P9y@0svym$T1pkR`%7x8dwS6kX6 z+M3h5_4yE~ms@T;K4A#!b}t&eVci1~{J>qa?)3S@xY+{R{6}}G`?KG>yUmNBYXg^` z=-;)N@;<*u1lvrfR{h+aS07F!zNWY0ri>ppPiF%SET_&A$@{JQRFg)b?Q^??Ue8bin6Pr0tT7GI(-S9k; z|8lX*#^^>x`+KG5tj^s->Au?=)<2RK@pH?%zcAWB7f|nATRX3($L4l!y?#>{GLhZ; zLII9PU3@MS;9G-idm;Vc0eyt@Z2UhUBdKMArSqw8cOrggZ6gvOD&RroK!P~gtzQPfVs;JHs3NR>8S0NO@hc6l=q~Dv8 z5hbL*qP=}lrDYY_BRkRM>D}d|Yl_d^d3#oq5y$FQ%(CTL(*lk8bC;27(lNWQo#Dht z(l^iT{>kj7&Ry~Y9&CJ(NmlQS>(|q-XV9G&hJPFKN3Td{x=oS)o|QB& zC%(yNzXQazp820MlloB~nXE)e|E0^Yo@z1fr82DX=B`2kavm4NTX&r;brNhYxh{|9O&+}xJ2mFH`cW;$T4(y!b zw>~G6)?es4{?wB$WNFiOAA|!~d)4s-Cmg}F(AF)50<;;X*ew*G#3-V@kiqL*_X;5c zd)@8lqX#!~ZfdkAAb!xmJ>Bcv& zewT;5Cr8qaHXZfzCT<3)bA=3^Svs5(GSE5h<7>WVqqAn|Z!NuG zIiW1t{|~hsUy!-_dR$ST)5_l~{NK>yE6yKWxUZ7>ZnEeiFCIoWRrG!;6u@rrifo|( zQzCEZ3+Xj?aC2`68Tgk?N(~sC;>@l8v1|73ALPNakngb@mO9TmF_s&A@Fg)C=McZ= z@m)#^mixaQt)Q5zwc=R%yakQog!GxM zw(D*;pY7cBJSni#F`pux7)S4NErc*sx;5h7AceO8uDsLt0Aj~q#AN+NU0&ChJzaJX*j3hnucQcN~L9GFX{ukO`=zgL3h29rhU+8>m zG``UHLfZ>nFEqW-^FqrD9WN}ruD#ui+c@zd!m{Va) zg(-EG+K>t}DvYS23ANX&8UZTArx2b(bPB;K#HJ9MUUB3Y+%0i%jldM*QV2^SDutjF zVp0f6nTS;MkitI-?7#Z?!W{``BwUejM8XXTCnQ{uP(VWc z2<0PGk5D{9?Fgl#pmO8{mm?I8P&Y!^2vs8#jZiZ}$*5K_5*Qd^UW9QGrbQSQVOE4u zk(m@Zrc!L=41*%fi7+O@ln6s2%!n`|iY7!~8HE55;zI}zAv%QM5Mo0J4UblH2?GR= zAOwaG7eZJFQ6U6{5EDX3$V7yqhY6Wqu}t2~162f`Z&Um!ez z@B_jN2p`}PwFVISKWP7;`-A2WdOzz%Dy<)Mel;3D==-4UgRT#nKIr+N<%5n77CzYb zVBLdl50*XH^>#g$v<|X5Na`S`gOm<3IymUyo`Z7^t~og7;Fg0^PISp}%moLB9Nckm#=#W_ zM;zR6aKga_2L&9|Z&1EL^#;Wo)NW9^2`V>EFrh)=26Y>hZBVsA(FQdelx%7hTaAGY z<~11CU|NG=4Q4eM)tE_*V=A>)6b3bz(_l=4DGi1+n9*QF6HRDLWCj5m#Ah|aGqvap zf-{KCAT-;(jax8O5Sc+>25}jLWe}A?P4KgMS}y3gVBvy&3)U^zwqV(UT?;S+Hcmjs+_gY*>(BL4F14 z6=YYCTtRLHsg+7*#l_c1tRSy~vUC;Ff|@N_0ta zOeO_~6x>m8M!^*YM-<#pa6-Wa1qBq;Pf$KV^#sKe)J{-32`VQ}a5+KY1a%XXO;9yK z(F8RUluT+BQ;mTM<|P=HU|ND<31%f2m6%D1V=ATe8iNwdNiZhClmtT(%t$aIi6$f_ zLV^GZ;v)!;AUcBJ2x21$jY7L~V;2Y_BM6KjE`qQKq9WaFm7oY>A_$3?h)DDh!9N7= z5PU=M48bo1uMm7f3huPZBLsgCyg~2@fh7la z99VH+!+`_`@*7BRAiII&26CIhYN?G%X2U(Jk=Q_918EIpHIURmP6H{;bhV5I4jQ;; z;GBVL296oHW#E(%T{0YV!N4H{cMO~{aK*q812+tuFmS;@0R#05lrK=dK=A^#3zRN` z%7qhLE>O5Y-2!C`R4q`nK+OUri(19PKA;R!@15S&140-;G*NA5ryL1Y4f3B)B3mOxYj zK?%ep5RxzviRdALe+1qU_(tFvfnNk(5%@&GpR2Q(khdqC>}okxwv1NshVJD}@;rUQBoXgQ$cfQ1A04Oll|+kj;Qb`4lH z)HV&S2o??4GhoetEd!Pe*fC(mfDHo@49G7ay@2cjk_*T!Ahl4*EV$V<5(~&HAgzF` zB3v!0fSdwS3dktnpn!V<&I!0C;Fy400!|6hCBZS50~``?N5B~YR|Fgpa6`Ze0T%=m z5Kuor`2f`e6c124Ks8Gv5^UIF+7x^ht}j{y7u@CLva z08aq?0Pq692XITR0Ra9V*ni;uf%ymCA6S3j{A)1&!1n{&4_rSm{lN1B%MTnsDEy%B zgSrpeJ}CR3>w~JVrs;Dv6n)V1LCps(AC!F1@j=B04IdDE!0!RQ2kah@d%*1hwO7IH zITr$mJ>d0#)&o`#NIl^6fYJj-4+cHh^I*<{H4nx-*z#b?i!6DL!Q{b^2Rk0jc(CHZ zhzA=UOn9*1fq)149msc}-hp@r+8s!D0p-pKEO#K>fo=z~9jJC7+JR;Vl3k5rCm^tc zybj_zNb4Z1gRBmsIwPrb45i+)2n2PI(?LuJDIJ7#kkLUz7fI+0gbn~Yz~=y-19T3+ zIl$%snmdl-G=>NqZ~)8!E(fq2pmG4p0VW5KoPo$i4mtSa;Esbg4$e6E;^2ydC*G4A zr{ai%9}aFfc;VoLgAWcaIC$W{)EIE!zk&S*?i-kI;JtzM2F|+%;|+W_u-(9Q1JeyW zH?Z8maf8AQ`ZlQBplyS)4Z1d{+G?6MS3}VTJsZ?)(6T|v1|1tzY|yX)!3O*q&}+c1 z0l5a;8c=H$%$oaJ1F;6Y8qjLMssX76oElJSz^K8X274OJX|SfjmY!JOk|vq_co><^+~A5Y9k11KA8z^H?>a z8E9r8nbjy}XAqb{UIuX)q-7A6K~@G)nURz^hEm>4K~M%c8N_6el0irY85u-mk%Y`R z!~h@zd<@_*K*skFK3 z4aOJvUSNBH>jkD4cwS(6f#U^*7xZ0FcR||)Wfyc^P<7QbU9N_r3wkc7xuE5Ok_$R6 zsJNiv0)h+pEugo6-2!q8xGkWzDwr+zrUqgQcrBo{fYkz03pg#Hw1ClqK@0XQn6qHb zf-wuWESRz)OO_+q6bxCgW5J9CD;A7cuwlW31q&7kSfF2ldgVLS-OS08jxw1@IK0Qvgl@HU-f1@;0v9O#x&IfGNPG0G0w&3P35qqyUmK z5UI!^1%DLWQSe5=83kVyTv6~uk8s~r98vH?!3_m36r51-LBRzD5A>`W0}A{nu%Ezv z0`m#HC$OHtdDdV&f$s#i6Sz)bI)Uc|mJ>KmP&h%~1a%X%O;9#L*928lP1EEED4L*W zf|?0hCMcPpV}gna8YUo^fL{W73D_kdmw;OWYN>)*aB*=tm$QfqDeu z5okvs9R-vlC$JoWa0I#$$VQ+VfoKGp5lBWgijjc82=XF`iy$q6un4juh>DD)$T5^+ zY7IdVk|6@j7$dLF2Gpyh#*2Ra_8c%b0{f(Q5=pm%`X0dfbp9iVn9m>t);2oO8K>j13- ztPYSm!07;`1B?y~IPKm+&;z%zi(05}8K3_!Cbi@6>| z0GR<`25=dGWdM}{PzEp=fMg6rCUVHY9|Ly`yfJXbz!w8o3_P(F+%XkL4E!)~!@vsz zCk%WraKXR>Yox}20sjT;7jR#|d;#wTtQT-zH5f18yMXNit_zqh;JJY10*(t5F3`6? z-2!b3lr7M;K-E&yw743I7U)@^W`ULkN*3r?pkjfB1qc@4SAbptb_K{4;8uWIsbE&z zY6^%I;8lQD0agV_72s5WQUOK<1{K&-U`~NG1;!NEQeaAnEGdq`q`;5@I||Gwu%f_- z0vifUD6pV_fCBmn$S0tlfOrDh2}maa<-`drCm@`FZUV9is3stqfMx=cNsVHnATWWv z1mY4%OCT(PtOTMGBPnqVrL?1lpagOfh)EzNfsh0;5{O7535lf#014nD0FMAV0^kT> zBLIy~{N~pC3m_u^i~ueIun3?c0Ez%60+5J-h(rz%_(R|hfj0!s5copi3V|ooo%^Zc z2!S62ZV-4u-~@pW1TGMGK#$ZIAmD$1{Q>R=m>=MMfb{{+rv~E#d=Ica!1Vyr13V9~ zJizgQ!UOsas5_wTfU*O+4yZb6nhsY((E&XN)Ev-qK*<3e2UHx;Z~(yp{07h)z-|D! z0o(>q8x_okYvT-v4d69^)&N!mNDbgLfYJa)0|pJ)GhohuH3P;B*fL9`GfNlY@1*jGvT7YH& zl0}VTsUfg{yaM71NGl+$fUE+d3L~j-45hM^f}jF&3WzBnrGStEG75+&A_;|oPyj#y z_yoWcfKC870oVjUlY|*u*9ij11OO9&O8_hZs04r#fJp!(VIUHbLjwK?xFg_=fHMNV z2)H8PiL~NgsW>9whkzRbUI;iL;Ddk*0v^bHH3kIu4`4rl`vB$xcn@Gbfb*!qcmUr4 zYzJ^1z;po50W1e_9H4N3z5(h6Xd9qxfUW_mhMK0qIfJ4BdIqQ&pk;uP0Xhb#7@%PQ zf&usipcjB$0CEAi1)vrxm<89P2oMXvD*&wktOAeX2W8pTjUU;udm#08KRKv)1-0Yn8xQs4xZLk&Rzf$RPlK z0Nera2EZ8rUjSSI@C4R#Z&e%t@B_dN051TX0Pq381pp7AT8#m~^nXnI$8>*8^T+gl zOzX#V{+en0n7)r``Ks&=8$9VIOdFFt~ln1V{SO+gy%c& zX|=IIzW1J13F7~QjL7v~iFUWI%urssaPjAlA&ZsEH}?LZ@pDNbW`g7A)R@ZiD@Gg8 zsKtLi3F|AZ)@!HrYfcjL8YD;RN%@3jdd6ZPzNfq`*SzB(!;+_Y%4GYHPX=92E6r}q z9T@%fTH#)K^TyS8?kMvf2h}}vAzImS+@pE3wl=5T-r3m;>oqp4GN?@GMMi#(JW;e^ z06o=9W5~;-?}g!)%ytL*wkK!1t@!?#rFWZ?v{P8GJJ@NR!n-+@6b_ceXlRowGs}JJ zt-i)7U0+?SI>>fV;FIDaWbovHu7;Fj}w<<69%WZh@?lnD|2 zHv|>DEKF~)-DSkG_sYrztreMV(v=-HH62$N*NIvjYZ@V}fBO4~_K~aZL~C<<+pu4w zXiJBJ$S`FCI%j*(s?e>DPR{>-SBEg!7bCOZ}`s9P9bstn%V;bSZFSISEf z-`pD;d@c0rSM_JZo3F~3)a%pepIJ&pyU4vauJ@$V3a;o2>zgYq4GOqR!^r(}t`}Ck zokZh^om;VUds>(*EtwtHk0>7dCJGt+IvjOTSZ|$t*=^JZPnvl>?aq`YUCG^Jp@{|G z{wPhRXb&F6c95z&P)|rNUAHk=SU;f!n;m+~l9-Q4nHRR|iPAXod0gPZPs%YJJ37sC z)TBNq{pWKdhEywKGPgUtaotGp!% zK4esH1lvKzKXxZxvkZbR4*KzxZP0tYZTy_-o}^>ejnV&9zE^rD>AzWW=)2N=%gyr# z;wlRtjGg<*tw=KE#xbA%F z<1we*q3-xIb$Kkbxv>yOQ*za8$$O6CtCE+)4; zzqD>aw)efZ;4a(2yGQlbOk^1pP~C%9*!qm1W_9K#^d_81owJk8J}S>nF#TuS_bR2- zRAXIwy}HEi{`?USXLO_wH%!U9_RW~Cb8mX0MK+bqy~%rfY)r`~2^y~~`_VH(UuOBaq97#TW}>@q%; zS30o+ahrB^$91-Y`xyhhr?B+Vt?gaI*?R4Je=clU?L{;cqX%v|_C}dwc%m@Z=%%vo zf;QHxkF@8AUnAY{X9Z5Qr{PZLz@shb$~JFqHrU}yqmF*IS#zX4InZt7oLI|+#G>cT zuFlnqY2%C&b$&!mqA@R>&Yj;mp3Dz?%~!DWj@=eIyRh}`hE})CFO8!+ysvJW&t@+l zH1a>{?AV=Lb<-Fc#Pa`YQ~mlIOTU9A7DP?u{7HIcscd)m;bg1BTyk}BiSovwwQmj9 ze=0mTzS*T-NrYVc<{97R+dz6H)qjdrKzBOJ(f@sqjFI&6@=tG+Z2hKj4fjiomXcLV zpLl-pUPdo^=#TJO7edEg&dz$vPb4zmm~Y)#`fZ0^wEf1`zx{D!(z&!X^i9s2o<^MS zcrxX~rE$1B1wx)R}Weu?%`On`KhUHkgop_0F(asdV(NY5RBY z9Y-cV2sc<7<3d)yKeA;Q+d&(j?z{!d;PSn;jkmD%&tLuw`$U4sc%#?vmTWSlXZ@VA z?S~oAd+l7$DicPLvGYCNJKBtn2fj*XeQ1tG@=56b~DVJ}d*xra`wGvh`)}oR`EzWzsFy9b4qr z8%1K4d6XI!_a_ak&*s~+9USXh@t}gG56~X{d_7y=vhSXN+@T@lVAOTJ0bO$1#4N4rG*W-k=EPE#zQH%clLOfLm*H9SFLl^V!xs%os z`7()kTWsBD*Lo41KYy>sg!|FdcI3~MQFTIyd33qblcitR!F^$GwmxXo#|LL4w^8n< z!=uf~4oaF9cA&%eLxV{F$L`NtupJ!LynN7~W#AUP>mess(#=h`^lFton~W@&7p`g1 zh1wtJxglqIXOdIb{P>HIFtXcush`W-@$^N6;ksAelW4u3lP`n}o=RID*m1s+t@mhq zyv>%kYsvA{drMP-qUp<1s}F@;V5-M{Yqs=V;TlRzzx2F2m}T&*>CX8%Y=hLB30P~;y;;(lhy&V2fi>EM@QJ6YdECU6#Ats)wZw`7ec#EU;E}e z+hDmQGILb&I%3`5w!UxNJnDLVkk&A}7;1B&-9L?9hmyu0a=QFs88jJvZSMlMeq{Sk z(~m~&q8a%Gr0T^ax_hist8vqYF*DmqjbUsD-J*M57|hatzZ|`{RmCKFRkqFXVrB$6 z@+NHghJ{Wv=C}3dDcrpN#D1UdgMR%ZN$0`3Ee>b<(eMQ)BOA>Rp^k zX*GzgFB`xA&{Fec(zyGh?jP?)(x{?S4W0aBXpe=DCT)nEL8jTA3i-j(e_S8>uJyf0 zdT~uP88B`S?O9)be%I4!H16t^v)zqHl9T>>^<^yo{DOm;oCC|ie8!$Guh<3$26S^U z8x%eYs@Z_T=HTcLW!DYTFF@Lhte0QoAsk z_~Y@c=WKoDpRv0>Co!SfvzE87Y>1%UcO_H>M8wb=E0^z|@oNUTdGp?8O@25XI%CSO zdK)9CR{U3Pvxz}2HR29wb!TA1#`mgw%wI8@m_B&k{~X(a>Cw-h$FL0K(_9`6XX~dQ z&%d$sawL)6JY1D=vLF52=zT<=&c4LcHsgHYv<2kr3cdJ^u|sGF2kU3IxNPd?2&-t=c^1pTAQwcq)CLkt~eE=xZ?FO2xOyKOg)8$!oD z?mFIeMg;vi?@(gB+qslhW*vV%W+uHdZPJW3&&H5v*UN9^vK{mY*?9gTOJBVIn6Am# znbcsPj*ROaMLu-yYbV_@kVZai(te2PNHXif?eZ+wXrk*gpwr|S54vx~u!=Tiv*>Vc zP{;2>GG@`k=Gq>+*#vAdxt{TfE4F z%6#NeiEO>mfrUf9Z^)y2-FkiF7$o<^jAfU4ukj}?8vT}aVmla-w*ByBmj0!crO`gN z{zB5jO39@t(tiK5vg?VSl#|NCzb*MbhJ2h|aj{pQg=7eqw|>W_K2+mENL#5(IGw)z zV&jb`XVagD*SvOP>l26SH$1U1h2+j#wcz{3NSgOKdHkB*i>T9`HhC8#XA-CH%bV+L z?n512@=ei}1W$@48 z-JRpv2IE(h4NnN2%U)M9`RFtD#*)%O^2EHReC`>0Y5T83acB{P@s<`AP z{FeL4ThlI?tYe zR3)*J{MixChitQZEqQ;{o^Kjwr;6FT({4L&eBFMqgeLXp=Wka}-~$9u$2B(^u7 zHqYk16qZ#Q1{6kpD~w1e8C?<4f}{0MR%L7}n?yf2oF6^WE`>b1S?PY;r8Rxt?Q?jx z#FkEHGss{D@S=@JWLw(wL{hbO+$3FDN z>D8yl&+(&oyE_j`30y=@UrQeHsiy@!Ftv%ltga2!oJPJZ^YEf6^&B$t)^L64naI?( zjWdn|NqIZvZG$DHT!#$nSNm|ZCi|lw?8q?FrwVOf4*;w0Szcw^eEG@1${F&*7NX+0d&~GXP(Jb z6X-DeXGw48EF_OAv_j%8nbXsCZoOUqtUGNHG1w{bd=HwmI^)TyxYhKn>tol0vvv@Z zqd$gBYonyw7Fd2r80Syp>X^_^Jv?da&a$g@u8*WcNIiqG%5d`9vZVz#OwWi~{PVH# z*j=5d&WJCGjs6Uv8vW~)j3^DFf!#y^$H^SC2ApKl-gB zmG3ogwED{`+HS^YtF!|-WJI8L-vwJ8>F9`qQb zT^rCc!?z<>^mC@&Bj#CzAMHcyHj8Tf@JlqEG|Z_wsc8mzm2ur?!#rE+KCs!ro4TW@ z+vh(MF8}tT@dsq5-Mq)pHnWepO<}NXgXBYh?7NxJ2Y&p-?z#@tZY_7ndCD*kI%~<& zHj7@3qYpbo4YOSsO{yn_C75ZO(XtEwT(!`0rWyO4`!!D(KxZ6jIQftwl#cd{zA#!Z zfy5u*y*TiCa~fVeYU*bDL3BmCp#%Coa-<)+C$_Gdm_%0{JK6SH$$m21b#?R>@4oct zh9%3*l4sM4kN6hE*^3V5+%}DTpd3Z-HTf9a=Hh&^{QiC$_dO=`Slf(?HXph0d<@?$v(HyO|82c5`KWJ}jR~ z+kM>7Ao%K9vNC6}-LIlnbVK=u3yHf&&{aJQoe!ouP}iJot*;g^8h7)!u)RZn93xHm zpxqneJ!o@TOPvY&F?8gdz;2h=ZNd%PJiNh>K{VMyW3j9``-@BcqMWA&rgV+*)>++e z_MwK-VdbuN9yIw$<*aGip0r?X>op@9E+OOf(~i6iw4g@|Y3!?TciQaaGrK|U2GVgo zUsMh?8boak-`<$NI*B6-=5KSb9M^)DR4+OCTx%3ZL5`>1Rqa z);u2l;!S^gwbiR=tM;ChR5ZNSJ4jA4A7!O1IP(^yzJ_xQYj% zi)?oS!8DDJH3kSCFEm; z)lBW@esn_ov6z$GnpFCvO~B?W{$4b5i$PDn@{wen{ljggqhrYRybpEOyfdLQ78yR0 zesiY*mF|m;i#=$@*}3LLC6ma;wA4_ut4qn(ogs6h{LHC){=5Sb^9R%8wzu9M+vG;~ z><)i>SQ1Y5$L#<1NV$fr+A+HI;CEKEb=|2|VMb%9U2ySpPO_vw{Y?!U?vGnVT;G0m zyzRS{6j^DMS={YPZ}m@!-L^E0N@qxWPYIB*hN+i!@Yy2LV294O;I4OxNx*Bnw8sTQ(|I(~QWNU-&LGe3Gs7sr@UVB%0)1e2$ zMtu0{L47g;xak!K!bv&(6Z7~Kqw)V9snz%ryCmzjziYSEho0ATes9{)osO07|I;^U z5oz;f^4|W|Yslp)uWj}AHl+tTcB=gSVk}k8IP>ZASyyV>veBxL5Y|Ur{J8Jh{Y;3q zK8!rB+nIK~5^~_p^ci%+=MR?xbQIL#AJ3lQ0}6>(9GC5I^T`Dw(U{bhzVe|z7aRNC zzsXbAZ*78Go%f=8p3;jm!dRcMdwor(Hj7EOm&&-c%S_nIriEV5CWGlC>Gh#kmwM6_ z&;0jQPl+bh?b7d=8!jVZ^_KSy@HC}kQ?(sBTKLkk4YNP=)bOCEd*002c`25}q;{Kg zy(FGY^|j*%){FbnKJcgD#OuBLXJj=j* zXF5r%>6jpobHwX$$h-ENPLpOW2k(k7bEgY@PfZ9mSW9Ou`nLI?p*KBMrg1jRY&rSW zam#VNX-mn0s0%~KvP+lUR`O)s3t!rycXalnKOAcqw6^cu-g7naXrA2Rj#Df-v2y6< zCPPh_5_Z@3I$ws-vt+^h@6>~KPJFg8z4uy@-r(hplA_h*_BFb7zy@>rta3t$ebyLy zV0(M_w}$R?WLl2p#6Fp1*2H7`7N6kB{bTNBv-VlhCU3h&);%6bgU6h43;*Rxzg>3P z?ZTbUBT*wi?Q{#+PA>a5@J|T0r5j6i(jQEXq@xCHv+@}2M2#(5tl0JQCh6bT_RnSO zt7K8YTkC1xhcEEey?Y8B&h342^bi~u*U+X(QAjNKN+RS-;jZ|i52W6D_(#@MkJ5&wZ zL|f^;8N2nf7fo1J-)d<7I&ykUxTagPII^;Sn=6t)6Z)&@M!D?i2%29UJnT}XCv}pf zjp}|qg%q9*97UI|ATD0tLWHd13FdndIuDV|`*) zBoeN^!Gw+u7S!fxRnyz9d=K z^&q>iVk+e#H=Z|bGJwAJEVo--aFi_m6}G)z$}aM&NtWZ~ySDVqruh9j59ZSmT-4Vt z3yPGqLqd;k?On^s?i)70I~^<`XG-@Mzm6F~Vo?j~!OTdz&F z4XnCI!gm$u7|rsceOK&RYqBweI$O@$|HIguM!Z?F^0ss%(P{G5Y|rNvWa!luU7nbk zQm;4N#*W$VM-68FG%T?8qGd)VdzWct5q&;l-lTJ@$e)&9PxCiT==$n@aoaAArGe8= ztURjaNe|??`3B9|LN2#?zcOPew}zB|-??G^X>;oFv+1U!O%tdh_{Pdo_QGN8+0EgG zW-fVWwe0A^vNW+?CWYkD4(FS#&Tl9E z=SOl&r+1)r`@~1g+&q`|vTv~Vm(~5;@UfVUH+t+F>PYf12t9(6FO_E~Q^^r&NCLyf(x7Jg^S_v2kD;`O^KS`F)F~ zG`D;Dp*b_B(%HW%yi8UPq@PCxSUetBNFw%n&WL-qjSRfwx-4vWTe^11oKa)TBI%Pk zCy%uq(U%T<^}C|;+1uoD*3siT>YpUr=6xLW*`_x=)+cS?`;|#_?xLRDpm= z0L`?`WI@$e$0EmgGUw!{$9*T5(G3$nzsz{yPsewjwZm$r7xij);$6SMEyS#8w|z5; zrzR{SrmHIcd`!$6w-DOhW z#n6qe>C~ayc#A^jDZKiPG}}s^-#71PO4?AxqL9S7vIy$a#kIlxWBur#Ig#$~ul+-0 zEti{qpL?8~SQ}#5d6^S!RPb@eY10IH>D^M>?g~>T#VzlA`MR<5(gvf?Ok8&H3+ZVz zDywpN1TE`Y{bkO_^K={gL~FqP|MDgIfB%r&yoNgdzkNy0%Oje}t@WF0g~{_bKGc50 zyh6r2*`jMK5l0)E^6!0gq!QP9;vk7^sGh#oEOG3_yRo6ZR$Vc+q=&w~)=V*0Hh_(& z6fb1qX?*U}dcl$e>c)5JrCn=yBzL9VU`bBl-%%4bJTikXxvQ&h;HetD@z>Dcrv&PF z=w{3J6~3CuPoH2vn78*al=1K9=@=Ups7Ex)x3Iw)4{@-D6`t>0E@^5Qoz-7lTT#N4)t82=@+{!Td1yA^y>%U=64_Dv{Dl`9>S){4?epMM*DemU=3@RY*D}Av*1=Vh zNOk$&whq?Zv*kuJF8aSJ>e+3ydsoGsqCVM!23>YN$I5F))sn_q#~Ict0I$%}_2Z)_*b{NkF2B)UNsJ_qhHK^RG zhxkdy?FS~(I(0&lh88&}zB}G%)3+!w&oU|0O_$%ZNN#N?U8O3KO}w0c_gKqFZH*<~TYQ9(LfJ-k6C{e&-L{>hzE-uD5G&p$IYRh& zlB~&i$$^`yir-{bTW(Z+4b_SD=T$qEZBzZ^je~St>q<3Lr%9sub!UIR*CQP(Z6Og~ zRxPpAO-K_qO$zPbh^KLK_<0#}nK)>$lh6QA`%`T4G;2Ccd829RAQOy+& z$u8CJu6cR4HTm~XC(=QO~lezxq62 zptIzPY8wsV==j9vlE!?fho)tI@nLz6R(`^ThNrdo#mD8|{Hzz+X8Fc<<(68iw#s&` za6OW**3s8W7D7q3rczB~K5LWQiZ8#aqp!72yk41Kb@jD2i@}nmQhlv2>~c-xGr#Kw zON3L8kzJw28A#8o%3^bo|GrsXsulG3?@7G6%WferTW=?o*c8Zl#Sh13CMQ%|8>_E$ zM3tOx?4jw$=SJvB4RNt#<#PVwSRLP_P<^Q>HdS3=4Gne@__=i*eTAmZQo>Fx&)Q>O zo}Sl{@v&#+!3H+hRQrh5K z`cORlP@$pDeISNu8&;tYiNW%C1AVQ07CbKQH~EGA zCW-A%@kqUwvvAH{F>Jh(J>rbFtHQ!}0Po|fZ7S=rr^OB-Y#6IPme}3mD*tS`zE-Lb zTr*I{C+v}ol*HEBEzemhUTe|+mMo{%ChW17%D!O82TT0V$axQI1JyIqXs;xae}79a zC!cs|_LSsX9Aej$cUq}Aj{kE-9+^l9A9_sQhwpw|?xAXluxzmiWlCYKFtILYDu z_x!}d(_tfBF2BE6sG(k~E_lt4|MPbIk>heF@qxhSWXLT?{k;`b*A=&a#3j}5sNS*a z?-t&hRc#bn|Ddft;@+`ct!6MW?=qh`s#kNZ?7yuqyF1u5Un_JwF3S12eeL~{T@0ms zWwk`AZ=a*uWf0%R$FP5`>Jf2V&Ohv>ZO+@Ckh}7>3aO=Gt>WbGea4!2Ue;F;os>|Y zjZIgnvr(UwnKLH`P8%1c5iogN;PjB0lV>L8h2)o>lgsq1|1VD0;N$YHiTNFpSTo0G zrn6Qd^S)R~a&;WoHz~0J*ASaDVQ&Sws$COx+lP}BeNRjyev^_N5yRfrtYdXl2qr&a z)$N!NN;2*vm4x0E*C$+H%~_ck6x%TG-99xHpAXT|%VMppe4v)=)4w-}SDyTb7A>r4 z6vS^+6;Es3zs7p^B%v%L+@U;ofF&U(`FRIbt&7-S6Pxs)FSr=2bLEvEu}1EsnQsxS zPc-v~u9F|pD5P5Lq`L5UPYC7r2a+hRD2SG$qm@)`6xz`Al7cZ6NAxGiBw|$ zo`u&5Po(h@diL)(HomYEd)gIe{x`-l>%TEU|0AZLcFfprdfWNjsl9q@vBpezWQ(n_ z@`?0^M7oK^Je8_q#y*uUG^};W`4uw#QY{}}K4Z1I0Tg<_-76)HB*N7bW0&cKi|1JE ztg^KH&Z~8nBvM=PIVy?WFFsi&{=36Q>#4c{xW#1ORF~%cE!C$)+_Jg)|K2XNtLk^E z?pB~S+VB2%H)D8n)pijrR6o`C4ePLp7ts6X-`iK!4+#FE>!8(M!Ozc-tIkB>X5BSf zf5c0qdZmylgz9W-s;~81j1}J~ti(v6j;H(*V@rOvHPB=s^<(-c%My=io>k`UeDoI9 zgf{6=YfnPkD>+sxMmU>)n~;izszV6kvy2ontzHV=%2~UWPO%Wpk9#GtQ}wsr=%f&lf6UnvV-!GlJ{EdP!Fn4s(7d+ z+O-Z|d;*5*)H+LIOhWA#F;y;$sku1fHr~3mQ;nA{16D4-nuqe}jn9` z9jaD&)J=-L*bUcB5DUuAri?$7B$x3^-|Ey$B4*Nj|26VzExz>{xh4NLRc;{kz;|g2 zH@v?8Z`BK)_$K{FlVABtQb$jCYsqzFrS(&F^g>yMLJ4?fph2P}S}7h^!emyLoW!85 z&|I_2DO54BQyT3chQ%`?XF+u<9?SB=UrMN2@zVbhW25)qZ6f|hOmVH4{D=1x>op~o zQpJCo@RmXhn(%jX1 zr|UCMSJbgItW|uT_3jSl=en@QiVyYGvE+?Y6efJ|RD&+k2daeHJoie{&^(+~P_#Xn zVX9TC_t8W;Tzrt_Zus{(*NPs*8~jlCYwGb2t0m^T#r=g;yzyR1R6d=oXvR9|!TOCP z(w4EYW1B=?R_5guuqGqUe!Qe0SiyTVvR6I)LK@k>mVCYb-G>)qwCcFR>qRy zwJM{~pD>7>uRa}F{J@8bQi%^sGk=GAS7Y@Z!i3t$%Xa8A*1{U}DU2WgYrvr5S!msZ0Jjyf8R*TT7)>(4CklBE7I9vHj?V{Y2y?rl89M< zs{k*ysl#WeiYQapmfTX+??f1RGt#Pg8tbx4$~Iwb&v@0yPs*HHS+PDtqQt&JY!HN( zwDz%k|J^P5dnQ!bqx)j{Tuh^COK%Hdq2H{j!OsX}t!?fy)?0kRVy7jQTT6}qTfv1< znSGLoM+*MeP<6*H#6X(JySi%Hinp`Abg^o8LHR||`W+?t{fr!0P53!hk)oMc*i!Y% zUcOclEE#@E!FQB8s49Wi3Tcc<<-{HAic?w${-aHFjhJZ+xv7t5@P5aH!B-5Kcf--g^{btdC5HW5D)hBpib3&7dP@w--1Keu(j)~N zfM<;CzaDVLxH_Zuru!m+fKULpJn(yeU7%t(E$PVEy-ke*(zf_)eW*&_`68)76__+ z3#ihsv>T!o_&3-5jpL=wHTj6!dPIB*vzuE(LulU<^MbQFH>WdpY8D2VTR30kU0TCTRE(8(IZ=RH)+ zkOZ)lVhgQmhiCF>3Pa%4km(XAY{^EcZ%ru==NHRInW>NM9fbFArp2|X@jiADoQ z@s@L9cb~Z!EDtl#=j*p~WUmIrHD^8H$KPtII_t5GYMph~%0=?IN<(9bt)(Nc{3e;t zm&Do)l;kx1yOH>}z-hVl8t8veor)k0zEh<{CaF-UHmWOBb#$YQ`Q{#)OY*No>&x&g zTCBqkNO%?rMi*qO92j9Eqd}^xm(Q*qJLb%}`s$WBzoeTZYnn4x$r~Ert81YMXkyro(uFzE4uxAJL%u-#qH4bC@uI;7p3O-#q@~> z&#Riq(64`MiP&xSW~0sg)Nhime3Y)#n7`|w-$2?{wa=iWA`??>;gTmATUiQcm;X_% z+e%kjCDab~&<++_0`~0-ZGg8X|MQMq%J2Hrt4_Xm57yT3^fvp*Ywwu1^OyMi)(?H8 z>h{~`<^9o2wskU=xUv(~nLQ5c67hi4FRZ-tGf8_sVy%t|zkGy_h5lD{Up3l*i~c*E%y;_&#i!cjBX}5XPSW zdm)PZ+FSBZt0l(zLBTjNkMtY#F0WGkhU%i6;~thTCO zD>MRCaqm6UwWh+($%c*ZywHv2bF?M0hO)`34P@#}W#d)9i#=N_EwO`GU#i{{d;Jmr z6$m{Mt9;9My=){xFEmBcp0i+U8nVTTEzQ}|f-SAt(t$0V*ka3;Zfp?-@|@V>%$9y^ zac9d=woG74C|knWvVbj1*|Lf)$!y7B%NDlmVM_s9PO;?@TW+$YoGq_4G^{l~vw-kI zDtw-@U`unhbY_b^TL@cNIrW{o@jh22j(kF(V;w#-(9x3j_jWWE>Xl{kAV)S^yayYZ zFX&_x=|9@6Sta?TK8NP zs*R4V*bhmH>TfHKkQBVCxxc<>s=iW^6d~v2b*=T=9r^bck(6*%C6XQ-EL;@z2Vo5j zS+ZCb@jb?PoEQ$RVBehAi9y>E*6-(8a2j8Ji}kYCI`V&hNc@s)Td-H)Z8{B2)VZM+ zR-~~zPxvS)j@Cr5=7g=`f9Okl@ZHNLmWH+N2k}Xo6s^xr$5h9p75ZYY*n+}7sjilhPGhwEk5`u{E^KRw9No&UbvF+wYP@823=)u7jFtP}(BxB81Gon{Hr?q?kII9TFzBsHg6h?kg~Y&pT=pPMc_VNrI^>4u+K z;CdFHRo-OXK^FhVcWk5Eot`^s+W41ev3S{nt!6nae$z48ms|bcJH1XHeg6oHUvqxB z?>ZK5(|b|CP5NQwosK@$zb{rQ|LGGNtu%+;z+PrF?0bk}#nqX=%tVdct*sOxu&E0t3VAK0%r zSM8L$JL1!^{KLxI0bOT)I>UB6E^*_>W7SUW%3b)cR}L$?-%;)+ePv7c2qm{ zliNR!|8iJ4XQ?uvPC=#e$OG3mi zHYj?2OgZ(^iW!}62Us-wrY zbQ)BoJh}JTn;tr^m8CCtY54a0;FP2>-p(l(M>SpH@qny;8dW^595thqq4epZ7f+ zw&a|0-|495rk^U5xBHnJb%}iG^gP#l;lOT}lp{v`I$FNyh0=ArM!}<}Po2E(JD)K7 zTB7`^wZwS!y=O{KAG^E%TrPK7-`BnON!Ndr{#*8>25LT4y7cdN-9GEC)Az@d+gtp) zt@M>geNFuJNZH>}G3CR}f1Dc0xJC}=w9AxcrT0F>?t7@*bV94m3d<6wS<#oG_O~uq zo=Tm#H>uA(rJnn9?Srw!PR~DB>E`-9R`!+L42Uner3^E>bgK8HlTN{_v=8j(pDO)+ z8k!j_xUTHiHKXjk`B5k3b4Ah@`dr!c){s`iUtdy2Pkj;kn%nQ>m%e*xn==(k2hQ?* zy5os6%5!@4zYG|^(qcI%LYSIX4uM!F$m3zf(63b&s;xXH=n-lI>(W|hj%1(9dh z9XP1;emn4W!mSjiWzO@Wrw(|dJVITYKD)C^`Twx@9#Bm+U*Bj*NC-s)1qnr(4Y6Sb zDH&809!07Mb`%9{h#hNCv0w!e4i*#}Vh0;o$O%|L5XFYrK~Yfr=8y!A)a#3@uZJi4N~joYZz3x4z`NYoDs8r zy13XtDJJxFUcyV8|+Ztc8YEbj;Z$~%tn~f%~%e{PQ%rLS2 z0E35q_iIp1Kw;*M$-$_jXTKB0F|Ok8KPFfwyskmV6PJH=D;|MPZZYf|V(HLVeC?fS ziQb1A)WdiX?UXVUefB%~R>!oPc*@Y7VF`6Ls8xZmBK3g9Z| zK}zVgecyU52#-Z<^pZrDe9cdth}h`0)-=OjXgmwC(Mwl%>9^j8C5Vk)Q+7yn5~y{k z33^#yziZs8ltOIu;`Z)2+I!MI#73_d@2-~VsiY$|dMyl0kL#j$9c!+t*gHh9u*)qdY!4Z8PoGY z0b-+$35F5QVn=NkE`fveaqt~<99W+}- z6(BZx>D-@xU$0*QYKmTI`C@TVK4PQSO?!vH(V~3BMz7=q)#qAY@(>%nRv+x-xWh9S zvC(TzOW%tlTU|zM^m?$BmfYVyB?qz5>ubd83E?6dvC-@6e3R%&%g!P;dQDy%IIRDQ zQ;3aTzb5)uzjRJRZ1mEoWy~O8LO5tkM1igN@)!LtRCK9pHYhGj@^U~sZh>c#azu3L1 z^bSL8^qQ<5?J{da5MrZO@U_*WjH3fk6ZEpQd|`5_nFpj%QbwRPT@2==H>I zl+91~-iVD}$MnNa&U<8q*yv?>Hc`*xk_lp?7x(ejNP3fwH)5lg?PYcv^@IICBJ-@L)h0YA`g%Il-!NN&X9hDqj) zkKinEp6S?NntVm`PlvAFCE3)pLQS;w)XNA+7-UnB8T)bDRlKW7-ZqZ(GpUgQK!O~2p zo-RvGosI;#YoBoD*TUM>0%0{e9|;KI3;}eJZTo(0=jCtl3d3e7@L!$pLODeMs+){4qgwOnuA(aq0H+;_h7E%Qyq(%+rO7lbV=7C-1a_^Cj0VwgB4Gc0PvrPX4K z&T0|;(^pFeOc zE1p_D7vGyX%l+Zuh2m{zKK=Z@XSev*(Z{)qB6drAdZ=m{JNK5(XtOXm$jMy#dGW-{)xBcGsa~sE=sf%;9WrsuyiV)u z#P27#mbIOqBVN0l*U4x2P4TsBecWGZ6iMHVDyTYoW{b30KkvhRM3K@liJv4I-e-?X zJwKL@JpMFY98}bXH>^ zKg1W8tR8o3z*q6;)Am{0f@-COF_Nt=Gh}7b;hnx10?$|J+O6jFLvabF|zKI8ZdA`a&tv$Ur_=0HMb1vHc_>@fY#R3^gq$>`u zYbHX`6@=HTD@-zk=xzFzjLSe zqzi8>*1UC_i#!}0r9)eGM*}@3Kiq$_9s2!y;E_qWpQQsgmbN=vXGx!YHz|@{+Jdfb z{njES=dE;R{9YG5+g9jU$78Fz7dg|CR^2CuKfBIFwp~24R}Dg_RjDMzXIW3QA>D7V z%9YR3pHUBd-s|065qe(z4UK`J|Hh75BVO5a`6aZ+|J z7tP`&^)4}RM+5wxCx0E%59L1@ux@ttXQ_LiXw~X?XZoPM@7`APZRkr2uhnU1zm-TO zI}MG^CUr-B+sRITT{nVGruG zcqX=+Ih*dDLjBN+O|C=TNYKVWvozYr zpZ>AK>|5c^x6-e>TDt$-;E%k$r#R-8MbfiIPs~_^xad>W3EAo!k!W=AsqI|J`Z>s? z#z3?#M2>H6DPNsS1G;IhsqjsI3DHJO55MoKSyt@?f#>~tUB?5E=bi~?;LWI{doCL zcseTi-F!z;@jI#8@AnHj&q$}o-Ij!h$As;s7d?1kFS2|i&06*`wnzAGWOQq=-|W5@ z=>uzat27_~L9BiGmV1faMU*pa(A@2n=g`m5s$~~nRZElHJJ{}fbB<0a$#=W=`VcLe z`&FZ@Z-vxxjpm}!m4{H-*W&hRN%{20dz&lH9Ip~5_4Epv`aU^+l3w2K$K(V0FQx4}4tTjS?IfzcHKteA@SF5P%7d5G zvRv$atxdD|;Wtr|V;ie7n*tPUQ^?)3_PI2q`}UukZ3^gtS06c~bvsXQw!PwHweh)h zeun8$cboHwUUV+2wZ6M-!S@GZ$%gaJIodPtqL>5L6ZYraM5UE>6>5=>r2e$! zvo$$4={<>ymW1VG)3*I$9lBJPN?)zA>2o3{8%%vpI+#4ama`hH^qlWM|tFU z-baUD4WGE;+g;S<>XoH7`M0Izq3yTL_;!~rFL)I(^6O=K?-gyCf59Uu*PUv<d}+`gkKsXI?$ZWm z-{VI)3a5ZhkPqVr>@If0}V=1oVC-Vl}pm3om%SHjWsBx9j~c7_cAD= zeS3e{s2fovwHalc>0(fXO#FKu*dA9#r?lm4+BSNfxU@>v7e1rIU22}*s4PX(CZt-o zmKab{KbJlo-~b)6@Ud2EWf4v5JLViM%$Kelb!ztM$|9udIbgHPrZReThoT9wj(xzcMpMTzXSsK>sxc_$1 zP2^Epo7(MuDJ|60^D>ydU3z_6bd<#AeknSuo&NT1bSW6sLzgblO%xw_;CQS$x|HtQ zeQ8NxbP=ul$+)Y!C|l~9w|wH{=puA?Y0Iq-%bw7>``uzIl6Fgf#1vh7T=oR*EUgw? zUi<`gKeqJ1n3QDk#`tr_xr?9Bs*$6Q3|@Slo;YvUCa)dmq<3+~qmbxk2WEc1i!2{( zTz(-VS)6Iem(KovmmX4jd_};I%XCdIiPxg}uZ~L1=nX%|{kV)Ste$_a%=#v6Au6wF zpS(kQ;q!v1=hiooxZ5Y zy0UGH37(>CUsu>CNS7=+)_REfRdn`Xu?bh}D!Mes?dC7t1o3mp zidIimwXV_&Z{1%OqlUM#V|{_f$1*Gd3L! zscL?z*@rXqX`^;)KmJ-N-L#~7w$6t$NOEmzo^M6v8T8!l!gHT@E5$B(?{zCH&(OaY zEd1V~Duo{SD1NG5yJ+c)EwoG5suZ+CB`D~j_EEZp{~XJFYO%Cx;ONg!w2z`MXJ+b@ zs~<&!s$tT&aj|%F-vN7GsUM|#%#I2eu8~ClGlQaB21}%dTlG7Q)ks2pKW$78yt!LK zhtwYaeW+}vw42|hw-aveMnm$}&?Yx_Bgx~g8v`EC6ze|d`Q7x!Zu;H!W8p_`#L}bV zSH3#`ZI<+A{FrX(H)7H7^zk;g{Nm|5C~nX8j7ic1?fhQd@ry^xJI{UAe^@;7_#EFS z<rBpS86ddGW}aWpb6vJKmKV}$rY!j*N=#?kcFW)pgBFkV1k)!O|jA!4Ld zrC@bYobdwm@KU7eaK|O|fmS(zy9RhjKc;=WHo|cU+P(1o@?{Q7kgxG~8@2u(;_Sel zLsm*0me8ZZO)vf9Fr6+q*6zw2+C%zc_xIV}4%5-FPpR8}mxa^MiptzqZ|o++o96J_D(K!!*D`wjiXZ%lg%PeZx%uO=OrmIczm2a=Y>o$n_VJy1zpUKWVj zxIFd|g#^+4KdzlBaOx$E(_Q+&C?p7Namtz0xhyycg_#_mzumEyIQod++vmYS^sqgn zx-1L!rEP>eC!3AwCCysA*JV|(FN#fftG5@gy-+KmjHe>Dy?CItX9u-&51ZJFaX0wa z%sK~1+4kb}JfYj2y!nW2FPf(#&wgV+HMJMbRr4R~wp}V^+lv=-obJ897lqjNqHO5l z(k@{-G}~U>TGPDl>aTrLw!N5gsNdM%eK#Yvy=dg5QNy>9bfnq#Vz+gDD;AErCS}`; zy^bGwzlz?4*!JS>eJSxa-3QQYd$F)C=UBUE@0-|*)6HDaobbb_iM=>BJ8ExPdi-W(X z$8XTS*VJB&acGx+^=tvnwiiuboVUKOoJP4)aBpy%_bi z*UM(sIdl_yaayR|ly#qqo7js^+nwT0T`Qp3_TtYzdycj2ltZ)a#nnB3#@(xeg%y^) zICn(kx^}q*G}~URE*u%8-!Vr*v+c#ap0_t2d|cebUR3eS`{I*TK(p<|h~^V27qrWv z+4kaa@tEB`E*3Yj7nelz?%DoG0o}x2>}66q%-Sr6X4{KnP5mEu#uqoS7Y811)z*Gv z0nN4-V+&r}cG1hB+4kan?%0(}2NgH97rQ;|);VNk0nN4-k8ap_t*uH9&9)cgL;B>s zlHF}$FIsKVv=M@dKS&L7d?|_2chNJh;1*9mL!C1eOWH0 z+4f@okkUtCpU%;2d$D3hwDr4XnTTyK#xIz9>D+@1nr$x@&kHpZKFy%n_F{AK#^yig zr=ceH;+L$&x7$uir`h(RNl_nL>7i3J+g>zy{GHQh+kV8h7voa1dw5x;(rkM%OZBUV zNnASJ#9mzdp}S9yLE91AUR?4-5?+$Ci)P!4CEEg3A1pdbv+c!8T^Dm-zTSk`_M+F7 zmFr^%#L-RcMVZAS<1_P8X|}!COKr#GuAUOawihD~1-$BO5k<4@#l&a7!(xs0(QJEh zTyd`7z>|T9Z7;T4zu725(rp^ewigF=E*z>pI+S|uWuf`K5YDS#I_ex&9C;l_jn7OV6P+g^0p@U2;l;X;~iFCI^MU>IgOm1f(E(eEQReyN>;n%Ilm5)=A(|DH*+ z?M3bV>pN;545Hcg;>vBw9iPMnA-26()8p3Mmv2I7w!LUHWY6-m_eauA?8TV_ejn4n zIufz%#R)TpO~05vmS)?F?Ut`L+dtczX4{KhH|6~1gn1*jy?CU{sxf+ozH}3N@zVrD zr?0mM(rkNiLhqQZC$0}fYwtPOdcDUYtsQT(o<+JQG5N=Hbz!9G}~VEop)VuCBl+s z+l$i&?0e54~a zeX=~u#iq#`l|12D*M=jK$4*t;BR&lWW?XTs;_|#24v=#yvKke^LHG$rc>Q^Ls$Q(X zjPUef4S^XA5uB%_J`Ibe5JAC2Z~|vDm(zs5{ z|0m3G1tmY`5g`IPW{QLgd*!>OtCj_@Zc_P!&^;`Ks`Xsu{~R*&!geuhTNr zxX<)d@@XH2?+?uFR2~)T!Z%lUd&qo8A|Oc6Ut|q)q%?=2>r*jD_=&jJm^>pTF_;3 zdV}DU{Fn;w2I2*RY4Bq~f6!m}yMp+FOazGp*#xo!Bt<1QeJN%qYf(0!rU^gPRH>LWfoeTDS&te$7lMz; zA1{fMT5~k!iSFiwz&>v4H!E)7F-oi<-a^@{XoT`2)tp#tcQ-Be5gpw|M@Xnvi9Vw< z&d_Z9${eZ8D{gcbGwEMsorL{)Za*3UFAn&Ovu~qKg&*OYtLTup5=;aK&z=&^?*AA` zIJxB)LJ~G&k%X_N77>zgZ6ZSwZYd`Td#zj|!zAHpehf+2pqwEIKlrNSfJwp^1mg%v zc-9(*B>aQ-Qg9DQ!Yw^U5t490)rkO168=uD8ZkK!NW%S8ZlA;?;U~Kz+F_D#`Ae&* z7lFjPM66nu4aax2ys!Y1gspUpRpNjQ?BiWi*B(g1#na}i{RT4do1J4)e*vj@QOl8A zwgE}lx;3n)!ts=g9adqIaPLzI?<;^L{MzQ!2uu<#%Mm@qBw?G}v;aa9j_zPqPDsKw z<03FgIM2y57?XsJZ=(oI5`LN~jmIS6KAI(Am?Uh+9e5IxgnM58wi}a#sq4+8m?XSv zd!NaeB)qz3@86gt9A%@ajY-0@=Ou2(Bw^Q*_J)`wta8r&^-3TKcN-@RmFxzRu7BUn{rQ@~ zUoIk*^~utUhHuc)4!a~btPQHgQL(pDBNB7bxG5|5jIFLf1&-_I^$dM2_Fimq*KE)= zRDH2xwC?g($i@0|`IV>TVuxeNt4@9|LdPZs9_R%m;f`*j+KPZAT=iDlVD3M6Q1OnM zfU`gnUS~5qXyBd);>Qyn9-j5%9_9-)fBs|PbFXac2 zgheUddOv_9eB|c*Eh|#BBtK}lJEwf!|hd9M53#6-tMRYl5p#wcaJ{+Nm#n8#q7=gv(b&` zlJzqJhl#)Md0pfMB;osy4vgP3Ef{T*4Lws7=PLdjbk;u(NW%9Y_5B%AG6HQg&Y!ra zEs%sSU*D0}5=g=>;%{LQJBK2zgktncznl2Sv-jf?fg~K=%JM?ZTW1uaFdMxd=T?5lBw;ps zt-6-Cb>CPZ3A54b{&Y{RF2x0ijb44D@4t5ek}w;+mbk5YvGlZ4sm6+BaDfl0z_^x{>Xti~ka zCg@c-Yj#&VAPKY4>+Hi8iNk>;%to&p^Y-Pa0!f&SUUS}YBhlbo#6~Z_U$gFZ(YlP- z==Jcqouq8k4LuRbc!}OP3C|UUU|*(JNv4__|TcPa!sXjo1Ege{H`s z#6~YmyJ1_714+0EdO061JR?cji`eMZ_V)c3+8>e-8@<+#8#et1kc8Rjb@k&*e$DC_ z#73_(#xKo0ZmdR4(CcjQ@C={KNW@03>v>vcE+z928@+5}9wp}kNtlgZ!N13~TL2_s zHhTG3o>ASuHUKq2uhEYZHyi|#FdMzX<`jJDCG3yb=+*pj^WS`r-iVD}39Y%EGM`$Z zCg}A#dQfey31Xwyh*7GhCb2rb5gWbq&z_lR`jv~==*3J3KN0lGa5oV@R^^%!V=jC& zME7AU1MIq;ChA;lbhV};=Rm}{h`hBi0Mo({-o`U#wcgK0vpZrUmo_}bFeF|c@BPf#J3TCx9X>Pc>h_}Yl3C9}Z1dy5vgO}3=45YtDCF}5cDt3At zk`#`lREtfAKunzRWAQc~)vbzW7PqIhC6m%EP+v_%A|0EXV+#Uap_XJuP3^*VRN!O> zyEv~FQS$t6zWgaFKd7f4c@`QtvDLI6JU9VNTuTzgY}MY0$rd7uvQy9a=U6+)$~rxn zZ$M4+<(uf;oimc|sEc3ei2M*oD5GMA^QZ8<`Z$rq8>)ELO{GQI8RC=2sZr~z`R$GB zB)Bv_8~+%#aG94-7FT2e>0tzFgL!r)0xBsG64QKv5L9BmTeTK2<~u$D#P6F-N?TE= zfXS5yhk-~QO-x8Z=n?_c3D*G$g+B{Kyv(Hn3R&@8)onuX7aWcjHRBni(pL0;h5f(x zf4$8tSR;|wY)KU@C)$+ z&APOiL&qT5<2c?rFrBxw#!5gg3sfh*NVuL+7#)F7#0&6u!g(Xc#O1ZnB8TH-E%eA6 zTy=>6>k=dz9Ksi=1_!@HRI;{O9rba9P(*!vrf#L`oH5A>7t9kV-Do-?|31*zi-7}& zeM zxw|2U(E{xOTtheFQq;n~P&6ES8^E8Ss@^zVw+zbQWR#>wV$(zo-2*9u$PJwl{7ikh z3J${cQts@Eh5tL(julNU?IXD?rnB8%C|_ff&Q4F)QlYfAYLGGS$ZHsKe1ST9`Tco| zt=&i;>f46?}l)P$ufWymkC~T^;%H`jA$ho%p zV2{-Wh+{J}VY2@MTDNC%aLSUSDCI#-*UHT&>B#Vzrt_CLldhqd zn%PS??>UMnT9@PKpNH;l?3-HEYbKI)^?X@4c_V5cl-^6czJOlzsH*>nM}>&&IxT*V`v_@dadK_Tr9n`#p4QoY}aA!zGu{o7^!|FWR0$=8vCmAGR-v ze*Zj3Z;sJJ8a=eH*?TUZwyOO7>ekhh^w>L}p8YP3M}aP<791!{MI7Hk3sFoG?c@H% zHbRz8-|eQ7@{jXn6gkz+$5r(JeXQ%yU%5N>&>h^g)%#4`iXsc$(1hB(a=aqy!BL@x z-r%WGb94cAYQL$g>Z`$Vth88tnuF+qw2V!MB+iggE8#ZJrWrW`N8iH3&xT4D@H^-& zpEgmcR_W{-8l#~BRs=<8Rp|??NE}YBw=c=>gSW82NTr7hwcs#!KfXioXRI7W0xEn! zGohqLYm!;U!D_VIc7gG#FC$Q5!RAq;-S47yGc((|uBk@F#-;i*!}p`?O+6;R3c*|{+e|h`~on^JisVjYgY4Q}SywJW&Dv@$J6-h#ZEorD>wC%@^ki0==xszf z@}9CUwu9;`w7x~s@A%?3Xyd*a>sFm9N1iXItg-4^jx6GGGzNZsgI*5ns+C?=j*2vO z)x$H&(4bN07ZlXIK`!~j*CoCyN7atPq?Vyi(BTvDRXZ=gK|R}?TEDNZ9G#bK+ur)6 zqy+ga>$N22(QD*1yv?T&2dIeohk1I5|_zE3cDVrX0?FG7Sd*I33z@z9$ zRs3_QMJduPkS;7NuRv9qg)N^inT!?>^t;f<`Y!qmds7uTRUv7Bk-@?p7U+(ONvy}c zBBXXPadznKx2Puc`I^&pp#e^;Gb#F9%_f=7BB~Xze+M`B*uq@THn|Dtt;em*0~~ z9Z|1wHhiK3aQt zoAF-#_eeE(oOW@i_UNOu+Ze;ncTni_*9FmE-=jrOdc7_Tej|=ecOkbg zq?N1NDVin=Ffrt2$XgbW`G=NKGF1mFLFn6NaG7WLTAAcgDdIP7s{N@rE8J9Pl><&a{&QB#{hO7c!^XcDAATKpeK`46Q0 zHz1{G6yK10jZuAOeu(eL*mRkE?}7-}ZX&sbA=Uf`Z=k^>zX3a6ckd(9A}d_@&gXOV zI3j9OVlyM{uZ%{96TRe6k`UNkKyd#YoFPSGVa0Si_WX^-0QMJUog-|i8)xy(d-BmJdybMEm!cdhQjsf>4luZ6Z zRRM|uZ{fF6>#Mq8(Wt5gq$+csaKkp=!$uZ2p=8A$s?t#u$cEplt*>fM@ z)gdS-EdDmaxpi$|M;vz7+ z$yB~$hAPL3fe23EgL+noP9e#ACfnakU1fiqZc9_j3lcf1guq)fj2r%H8M4FeVdzZ8 zJcY#wGwu;%38VV{bjh-o#iJ5w}I3H z8R2Rj)~E_?Mcbb4v<1rqfTGFS02Ivko8jy=?6aL!g}E}5LEPUmI2#Bf?B52!V7^ad z07HJhST!SUK!?ya!dGYB4hqvd5BC|MMw7DvHJAd2;XV_o;FAYW?=ZH5aKB0Ou5+Kf zgwp^tnw$op!4xQl(*nt9&`o?6X27)rX7oJS_QB+LbD<`{j3zY!W-tXNK~1TOnz9;h z%ybz*2Gj(QvC~h@SWCDJY68e;QWHQ1Q(z|4RI8|IZsVE&F`y>N{9C=jDb zU4R%&k=b&@koRhrhT7zS0rkajg}z(%#wPlDlllNLn$#DmDAJGA7s-{^_ryFSaJChw zUC7cl*1qn;6^PNK0zeF=$RIgl$SbH%V=SCu+P|JRlJD^&_u@%Ku1n#R|vPvL#+-m89ZMg{8& zHeSLr64{52R6&g97>YPGW!tm{^N!f`qMB{jVq7qBvNq;|(w^1;G!6cnKJfUk#gmB> zo|78SHQ=MtT%-G_eC4@DeR&2-nD3dnhWuQZYfQ@2uuz(7G(HO;g!!JCYsk-nxyBl; za^<;3WVX?`2EY!c zNd0U>Uc+Bz8};Wh&sTZjzsxrNT=*}ujXxLu%WUJ%h5s_!_;caE%r^d9_%E}KKNsF> zN)_+3&54zT3fsE3Tr>_gA!U{nm@L3)`)tV^Bp}+gQHK2p_(U@72c|SrZ@!c%5);Y% zCwpPW%H&S;`NT*vr@Z>ub%iaTsnV_XqFC7)q5a+J{kyyNmEj+=QcG9~3s{MpU9rn! z9A$LKE|3?omdQ`9ifbUojy6fh8X0L%S|q}A(&k*o6vJhx+SOWCyt=)lY18YMy~6jA zTK|>|S*PB?g4YJ|@6?fH7a`s^hk|``S}|Mc%w9e}kC`2Wlt;CL z5l#!wP6-`AeC{G1Sz98hrOC2FN^+NRV|PTR~Dm zvO%tbJOrr#`2@lRSC|e+YmhD=4l0l#*%RK31qlOL3bGy~3FI)y1&{)e#~^hen&6IW z&5cd(-YoF^NN2qEYi`uv!jVdw)!ZCUgG&U^9k4!vx8cZy%v?CrJ+s~wGtDW83rEQI ztavd5XW~{5AC7y2!wH4OknK#t(w|O-+>5UD3v`x^mscX?8L30bS-{{F;5IZoLd87H z!o*!!WcR9H7W|LcV-~>t1}FIfRr|oP6}J|VF~f>S1^&R)dRYG^Eyagm{hJV!lRpzG zav;vT-u9Ppf)82C5~T;RS5lfg= zFroaoFjcu6XB+d`xs>^j2aLR4x{`m2`XU_g@Pg_UF!hlS;2h4%hAiOn9fcBi;5r&q zpp|?T%yF~8!~oVb5RTRIajd&1Cwy;sjx(4d_029}`9MhPv| zEkr(yj+iq)!$}>=d}eVR$XSrxANEe67Q^mpenJ^DtX%o(6a;*j;l;6ru@v=XSPgce zj1Doa=Wt{q<#NfdnU1L&=7p2klbt#OKRXQJj`d>ht2!Wski>$?|EM#hb2y^7pLZx| z2<#T(rC-@pfraP;^K<5;ae#Ey%;!H{psK!NxdJN%X0MPziR;&*14ZuCfDH`!#Q*K5%#<~)(SoZ?Q(6e`!ZW)pLs)kZ?8SgDp_ zvqv*jg^Jv(X%c(-hcQ{ogq~p9rCLAQiRGI3j?`HNN$V2{B$xgMVwblsxli%YW?ESB z77^GKX27z|Y!wM!H2WV|Gs7Ly39fW5$SV*V7%o4MMIcEa=^!$YyC7;Xr0qcVf#@o( zM$w}x)J$EW@xLzb4xqeNYEI#0w)G{pW*hANR&=J~mh|$`!ZqR@u)j~9AQM7^n zp<)#MqKi>s{xkITV}aKk>r7O6{@dKmd1c7dceQnollM^9klbhe%1@*9y`~$gIhLX1 zC;sbt`#(o-uiyD>%BPV@LW}&=4^L6<(`&9ZKPn_BD)aKwOE0dV*5;Q^^g4YTExUZa z_VS<#RM*ev+m&&-sMXwY^Jjc2L&wcWF8HU*Gqm9LtHRthImjYqOH6q0JoL5ra;(Rt zSIFG$_CLj<9JJ*8oDqo;FVLdel^tu+%2DTOws!*$oI@F}59TZ#Sc0l)pYyi#b9BQ# zXMI}mgbS$3n|`e4a*d|@aDw`MC`Nu8Po~V@coKQ_A77naa2QRURA}DDuNVy|{l#Ar zm4iM`9hdKGeV86|k6SQcz%4XBu#^N!x`SMWr~GJ;8c_39AVwgEL0j}dHh>1b1PvPiLLG_K zvT4f?W3?FDb6`8H7HbDAxY<}O9?WZb z0jtHyy9YrnBn@iOX_zb+tHrG8PYyIzi?{1@&9GWX)(8cS)k5lcg~Dp_+g8K3v0Aj< zw}8TGF@0S|AXW=z44J>TV0?$bSeJn~!njZG41Y2}YC%jvA;ci#K(at8@Ox00G>{J< z5C9gXVXIg@)}UG~*R;k~1Sib*SItn+kB=ME)UbYpjByY*){pr2>Y=>FnGCY<@N=#{ z>n+($s$r7lwF@gu!$V)pWx(T{TuZ`PS~7F^IeV-n0q1%uY01tBTw@F#(H5hWv}951 zdqhjDKSwKR$(;7wO;}6RzUlmItR)*GXE9phwNR#{C6$^ziI!wrrYUKOB@QbS zl(eLsU?kC!Ld}&*TJpG=H_;N;D{GasWX5(zOSE65Dr?EUnX5yvmb{I3+}~JBY=%1< zV=d_&uPbb0K_mP@ zR)8dfXn!?b>zUeU6Sf)9PS|H?U<9A{9>)^KL!eE^Mf$h&Y?jU#~a1-Pm2p%_UkYymp zLAtHjP}|7Yo0&dB(SGx*Q+jlVd9|6KSl&fq^6 z{);pC&xMmrspM^1Q+SU1+mo4^5;@c60|P#3dCcaERH;sLJ7(kTx+sA;FY&+-!dPn{ z$HdigMVf9a8COO)0Dr+azQ25m2g}QpXpfz9>{%Tuu+Yv*RAATli0zMHXN4E~qxShj zZ=&^`shDN^A*Y9&b6Fg=K|v;#CGF%ikBc4snNkF^`DMoy49 z;cp;zfyvZ>a~;&h;6vC0YMG%k%FdKW9h2B

    ~W_JE~%u6?@9|RBJK09U)+;Hc< zp}S_hiFc zt2FG!1h=UUHBnuxLtPl+Xc{+MuLb4&-YLjH$<533MDhh^h~)3C|HrQ~B0mZljd{W+ zEf8jt7Ni}992&4KFth;gX)1rq?6`XhTxVItZ(IakQ(lao7m3DU+`+Xfpaz`hj)Wj@ zg#8{OrWxRlVq7|jfARtAm@68q*vU*em%t}xCo`&af~I*~t;JyO=wvGV6KoKQy{Pmi z&9%+3;SR6GPnrKDzXf&NjtFDKL~=G1+JCy*Ix2+H8nV(<4WV ztgY3#3(3*sp|FMC8FG~P7)xxtu{tu|8?{<=0_G7k^>Ys2SjgSsJh8y^t&B=rC$tb@ z+AO@x$zPc3#WJ6XbE!a$@t0i~!WZ^xh=yT8q`;>tQ8=Cd>V&rW30wFT88!HVDZImU zLJJ3Bi@Ya{hg2~LFMSp^45Y-ol?`BAiDaow`1$8gasgE7IKDG1XEhJF%XktMZkQQe1^qJIjo`JUJO@Njh3ml6VqIHLf{wW$rTKt?1yQZk|zm?+X1yB zfh$-UE6DmBY>ijVQ`N(r_cEF3ybhD(ofqlnIDwZ5Q89Rphqx#e+EM3H-!qiM5xyTz zxgvze2UxDKcWH*lv38#Y)P?2{>2PNTzjG6NBh4M(8en9=mfYliAsgxnx04%&!H^Ii z+{Ps&43LCwnPLZLX?slzVJpVrN>=z99$A^q@L|$P2n_iF`0PgZuzb-$7N&0Ar1@*cl7`0Mlta~|{Y6Uw4UgcX33x-o=@c602#ZwzGEbXmE8? z$2;)#)rI|;B23?!mhCWnW%b3>S@BB>J!Kr^4PEHSt&fn1P{B*8;`%5I8_9piM~lb( zzZvEt;9#D*4pmmkYZIsQ&tP8iQN}^1WEF%5Gkum=;Uf>(a$}-?BhF~yG-I%HxQ>uw zI!8Ff4Y!L!9$V^e6>m#%A2I845T7%vxk$3kysq~sou_DI*}fUI79Y^7lYVcbe;z{K z`TU6)ejib_wUw*8_#HZ%nUH@gr39Uf|31yg>I1r9Us^pdy$TgQb!&Afp$4@XGWq4I zUhj~g*B5kw_XcrnogUkVeL%*2w>LXeQHx~zb>}aVy+$$jE(lM(uSE+x&)%=m{G9|{ z?_}zUbl;$Rk!B0?zE+|9#42u~={r>FG-&UB+c(JT%H;dkLtZ1-ZJOb;^xvVo2fuC| z>+}YVTV`sIJM<-TMI6~3)py9YdCao8{obGowY@#Awt0?jc}{IMu%;H-t&WVl=Kcmn zMn3Kz9q<&bx}K$n=G7vB?~Qz$ILRAy%6r~}%e$|kwVy6#tepwlLFS$fUO1u>X&Q_V zzrW-J`k#vU!2?kVchU;Lkzs%#XF)#ngg<^TQ8@(i97G*Zy*tPekcS{Rvb+eyj6r=| z2Zsc1sh9U(xcsQBql`~^4-|G&_<%_SQB%KN;(K_|$QR8%khf&%I-K#_^@T;VnZEcj zI#-R+iY;=j7|YTM>z6NruvUy~-$h9)Tugrvt;k#ZOi3$FPGPiSShTWMJm0&EXhnx3 z`bt{iJ8~MM73Z$DRMLt?!LNx{_yh21_b(TbAeaY|Zo|L}C8 z6)A2jl(gddT}CS+y0En37gb5L;^PHRC9U|M3a-KfinU@sXoW2(Ln?@QPtb(DAjKe# zparu)@C4rkG$8=w8OU(Zh@>W3Q4o-Q%`n9Yv?9BwV<$=myVx_)TCgf)Wl^$$iG(r# zsr;a-NMeq&9#lnZ>mO8gx!QktP(_?)&SU1i4JiBn^n;43Z3CgrrFWdDCEMh@T1qFv zM5GDvK)6FW;qmTN z;I}WxYLIIn<6uI)1mrXbPQ9@bY|SK)%OENc{eK$do(4z4`3P@1gVC`NL<8n}cs|}2 zWDZCHh%GGIx`K=a*#L4ABpk4MHApJR6_DQ`7XT6;g1iSY(&2FWgCv0b0|^DjfGh=x z2RRSYtOYDpfn>J;zEByw`3hp$60R7e6_8o2K%78^fnaj$O^`?k%Z>v%22u!81L6#% z*D6eW1(Kc-h#klTkewjzFo6#QnFq1~lHItYhHa>A7KhK#X2`k$E!n>bm$D2`{i}U;a-rDVb zkK1#yj~{Sx7&9R#d)M1Hze;D+IuFs18LXWP2(Gl;iWKF1W3ZzYlyAymg{aV!tOZW_(+-b5+0QIdzXm67@x<~e(AVtL+zLXEvW5?>B$siad~DrdF4fC#s0?%zxA)4fo2OJ z2QG6Q=fGW#dm&0dt|HmQaDWo6no9GBRf-b%uE=uk^*Rkh;S`1i9ZID~+Zzl~Xeg(W zIjqn;tA-@dMCkwp$V)-IR+MX${u$qS$JD5S_Z$sGibnt0*zXyD*E3w|dLkjG_JV+FUd2N^g|nT}CsI{Oq5zNlKmm1W zgTRWFfQ<1wgNNSXm*6xNuBv7w#6yUGi;D5*n~*-%aRQPvS1<;vbEJSWsf22FI14Zl z6~CI2QIp-^=?E`{HrOm?K8Lz6{}oETCQ7+n;sWM#>2l`30(LoTmCJD?vX({0L)*cpZjpC`sl$u3OaTs@2h7pr&CmsKi4FbD$9(`?9G?0J zYS0f}AAIqn|F%GIqWJ={K=6MhznM}Rs_>!iq&>ux^JAP{VXo?XxOgHP2yxIYgl>?+ z+HNXWhe^Rj1|-!-Nd5lK3yK>HF*x8AGiu097a4~;x8XK$=iy4*ldNbkwSn7`bW81Q zZ|bR|s;60C9WxjVeklBKqWwPXX5rtNKoC@6Rme3N0I5edq`Ezg>MqH<)QD;2gqRaMG^QRT^Yb zK#7YT*_A<=2#`1U0I7}L2WLp0r( zCRhAs<~DlxBEy$6;O3Ues2}n0fkU~(#EW^X;X=5^kAiycybfiuLsO(@$*AntdRzQ*Igwmy+?9N;x=PlF@%bW6|ppU2nSO=hN=uAWReV{CPhiXFHjI_?z5Bzi;IUeEUU{tC2KFOu3y^n_j{JW~l-Iun8GJ@1eil@_}WHz9}AO3MeRb^1?W@1T*;S*KajdpqZ)XAl}G{p>V@{(#;ib z;8<%a`8hBMQsHeEa*m;>l&M@%sk8jY1j~&~f-!f`)J~w?c<<*ASXFWK%5~>r|gjwIOY4>UZ2;`Ha|{S;8-}W5B){?xxU9 z%o8J&y8D@D*34=aa{;0FDye1G{O%A@lM#8;R;WgqxWdzmtTyXF9!sT&LP6~td>&>O zxyH)c$ahz1i=P4bw;P5?@$ewD)B3tbLP`vT^efU;6mH>ZaE;922k z!er)|K-qjzGoWVY@(szg@i@>*Ocfy)2hWiDNpLG>65Q|*&9stFiY=Llw*W}gtC#|3 z-1sT5P>GeLk=w+g=rMyR3Yaw~R{-9IXy!P?G`d0(H9;yfe-T~t!i%!{RJguca;(gm z@}l^vlLk;pS}-SPMSGtP)|DW z#T0I=u<-hx`PQXjB-Y%E-15+B1(;G%+G^$$L;9KBz%^0ys683U#AiZFO8X5@K$Z4Y z*X3`*O~QAUvV$bkoKXQq(;Cf($p9!WHGB(mX^L`1Y0T%e66U|+Qd9RUcU@X*=5wAL z=H#OafuYPe#v}j~W|8+T6-cRo!Zlabs7hbWB&>>%DsSIbH7hDA3$C2p!>NE?*!)-G zuY@11zj+BRfNC<-m00OQGI`+DZ6%;RM)k+<-@jwiJIjIR1HKH>Jup2sz$S@1Ijt^J5tF&&Zp<1jHk@FyNw2hZT5Lf6@_-hN`q@0MZR0R{@ZXLV^PsoC$@7j|vd@Q!PUIgDCS*z8z(AjAthd&JyKE z&zlQeK6A{h6$zaM%iD-WrnQc*6kJf@)7f;tvdOfA=41f@6%W$=+YV#^&X#|vsj zlpyMKE~p(JOh-V9f)+vfevk7=3gb85x7PjRu6484ZgzI}*=Ik0`}h9wtIAdLRirK` zycWA6103d_Ve@$MTsAQ`0tCOm%9h4zcb=nhg!VdT$b^pupWq>zc&!y2*pg&>nrXrA z28p$41CJK$0VvT&Ouos>8e4-O-A!qor9wMjw6oq>u6ZrTBNcp_$EF{t+}#X;f>l+g zES_cxuZ4Te*wm#6`AmZNI>MR-C``8zkJj2#4d|b(ZJ=z8B-i(o(n5u+4qJzh`%dnN zUN8F$cO;;d^GQ!gC=bQo&c2oWTj@>OIiN+OZTrzk<0FzZ9MLSj|31y^85W;D#oBk? zo%{m5UioIebn->%_95d%Fwvou?hZUT(JLxijRfJC%`siB11yXt8%@Zj&QngvHRl!a zxZ6(H42Ch-$*?2)6l>I_M+WP#17EAZ%Xf+)Qj0^pNHl$FkBa;$7V{+gfO5ZVOy1L4 zU$wCmYu^BwD5t+C^wO2a#7_6?Pjer<+OrKC_*vKof7gQbCG66{7*T-@sm@8#)r`F{ zVg_*%ykhQo@RJ&8Z+D1pE3FGzVZSleIa+Mavv!jm?<}u|d3l^DuKkkOKgn81_Sn^6 zkDUkN2Hcb0M|eqtT3?#S@^8P{7Zoi>@n#svmg~$!(KwlelP`heAgQkz{wZ`_*-AnQ z#Y4d6A!~ewD{5y`*%si+I%m0;fdqmUa#7d z{3I^k2%awxHb8icKFmt10HB5b-mzbrTZxLFZHweUY@h{vY10k-(#Yc)yOQ-=6$VZS zi)8->KrR6o{%Up0ZWmGX4R?Z8r2~q)h%ja!LGquZ0S#lQ0uf2sQ2OtDJy)#9*O+HG zjhI?)yg1x3bK>i2#x2m5GHWa@^xKiswJpV{D6Q(i4@A2UyIWeJK^W8}CmwAON(^X3 z$AO|{-m~8}62TFH(W!3}7~RQ3s`zOq=W@4JFH%l#BV}8) z8_ggD9C1ifFw67W1G`4CGSy8~nXLbsdO|UUX>>PU8c(eSZi-b%&3)Y3q52j%Dapd_ zjw&DH9t59I#9w}tyR^~*Bd|rgxb<7Py*wA77;^jK?(P6ldmtkLhi|&zZUAi zUprG<-NfLGfhpl>4Y|WX5yi*ABhWXA$EC#}h#l7;fMlQr9X~Fw28Avg7j@6SQA5EB zOSpX<1*<%A`9Iv>$SH9I{ zXtFK5XGCONRw|e`Xp;3H)1xK#O*7~#cMA}SSiwmvD`I-zwf4L+i;^awWUbi@kZG%M z^*Cs1wZY~7S{7U0vHHqprfB$u8UuX{l%UMpy^|Rc<_0)}utg5jm?#uUA#nE$qLkS& zq4z*$)n*tVa88i%j3v}aE*?#X0@W@XlNdk-rZW%|kz8AOshUR^NT|@!Sz4^gaPY_* zuOrA^bCRbpj;S2uRfq7PQnf7(xVQ5BrEg}xmhb}j?F0)1oIa4EU?3PB8kOdyCjG#j z@B(bueB9bqX~)-FNZfkdnoiLr#QK}99Xc2HV>BbAEi&JbU}WB5GNPoj>;gqIddo~D z`hOP#*1l*5XjlFOvjh=MIkz)`sU|xZAT5|yRn^79S3#uLG~+4&Ceec$K5qkC1?YeY zlE=xOetNJV%D;(Tp;@>g?FMEf1qzAJh= zFNwJIl?^rX$ zw?Ba&FZ2;qWW7xaY3LFn3=m=VgjC+LK#eJwy2Q0fxOagCO|T~j8U~AoN36HWfpIZj zya4A~Cz?tCH)hKsuss^3@g)M^i#0F?a`$TExA*)_@!!q(bwWHl}z#Zap0hV&#r8ooQJF;cB zt3jdd(@}ccQA|ut9iV6uT!kzxoS|9#1ROwOfu-pun-5-d5%9e(VIIFrt0r@c6=N<( zq=4m>Cj0wMCk(5%iDBWxdOu@$PgqQWqk!xb!E6iIJ|{XdMZxXLEkNMjChPdq700WC zsD|%aj5qj#%`KPQOh_#rrM{{bxJe&Y{__mLa?AKz=S1e;M9+{UvE(oyLK?AgBNaES z1iB*^vdcwuyal}Qk$8ZF>C;WwLtZFGJZlQLj6hEHvN*d8e8&+;A%w^Cq!okAbtI*= zu7x}p?vhT_Hm_m;#V8|ymNI`255+b&aiZH3TcB6n?~j-2@Vy>{cz6c6g7>-X zN3!x%vfVBoO}3{Bb)MoA4gY4HE_-!S58E86S}(}C6Jy?6G|94nOv7!Jx?yK0GJpjY zlNL6#xVPloIy+)!qs(EsIFx$M8z5If9@JAQ$||YRYs%+dX|J4+BE8H4qD4`%+1f-( z=)hHnU$jaVIWjZG$QDr5REs99`dKlgRe-*26XBO-MW_y729?9V40?;($Fru~W2}DP zU<*VdJ3}L%G%`v*YtgpZc)sYY)%oy%l_3?ZwxMFOU0DRJ@>xSpZw|;z+4RXoO?Wuo zGY%L|6A0*t0f9m`9u6=Nlp?Qo>Wf=+EQWrgX1w$lY?E6^yz;(e{J~Ss-w~}|;Auvx zb)b?H=HK;y;_qUvHzuL6JRS`yG0}FaqN6>^%e<-e1}jm27(PwqaGq8Z*Ql*~5Ceh` z{RiBK=2k!ZMdEkb%2m`(Go-Vq@%o5(-~nrr9GPRqsg4u^ueM?~z}E>^Y;g{z7j*zA-=+HxI^kzQh)o`{IHw-ea{(K}HL z*oHA|B|+7CUMZ&a12ly?RokF|c^!+fVO>42C-&TyIG5ec9Y&c#sC=&l2yoQB+>M3P|G$*^;zl&b}e zO^W3u{va{ffnhF?rpB1Z-tqIW@`Ti<4LAvSNoK=iWIT1K$0Q$cPFR>Yx z6-3(*2N#C>xLl>ySj3p+*1qDA6(Gsy4N=P4xxGWWb}k)g{f3Uw51?{`HuBlUn0Kw& zgoH@NXD)yJblDFFm)NCvhw8nWZVIEctM#H31gb^9(dQ2vTE%RK5U3;>9B6XMT%|@V z22zwx=TO7J72Tg^LSY9&?%aO^MY0siMzbx7+!&@S4fmRy-=52V4}6X>rV5&Jo*+>% zaA~EVI7@10z2L-vS;-`ah8norYFuFGKMCj>RX`X@25RWR1J)JQFo-r5RNw4rB5~;& zih&YAby-U+0X=Q7&*y?^{kyM!&xt6NAk0_s@`w=g&C!mgeq?|*3|mE}$BEJd|rT?D0M~P zR-v5{8p_{p`USr2NQubQG>PFZBP)f@N^m?MXWXK+*?;~j%ae#0Gwt=r1)HO_>GGEv zhOo4+$|2+vqdZeTV`_Ul;1lJH@RWmIs;-_RzW6cgqI9q6445Tc^mY)6n(sU!c&M{t-Dm|UWa{7`xSodG2Al&z5 zkvGt?%pS>||Cv&sx_kO>agf`JKhDU?mlMv$_#tgcoMHM8(1^kI2gbmqjoBFx>OhG#Gmrf+t?BHL^G7`n19S zPqq~C8WZ(Xv@->Z#HZ&}sa}I?rI8`BaaKx{H@7esnP0WaIMa5xfZCqSXl{#s0scfB#2>{_Tvb z9ubkSa}@+*pG^KS5PXT#Upi07jSFTNC2_K5^7t@f)S*G>@uB?ui*X(wnqJ(IhqnC- z>b@Qq>+xaMM@PuE|CDqv&bEKr*;VB6Vcj50FxKNk@Qbfq=<%Usb*B}v9v>#(Hi>Qf z`-IxZ+4lS2zGOp>58pnMzBAV2!`idE3ee-jtUZ6<66^7y-Qw~4(Bs3-8&ZBB>+xZQ zeM~ZXd>A&hu`yon zt^UP20b;y9sQk5KY>e0M+xl+9z^Tt2{NX@sjMppr13}fB|JJy-;&0!`?Fg~a1Gc)d z=K~Kk4C((j0B^S^w)}bQ!5{Xr;e7=Bk{E{fWjU=pat$~mL2EALY1-`Q;OBme_)qX! zEqW(|F#6b7&}9XOvN`;RJXBAA*qJZ;G#A7iot&)t15ji%j%<$aZ2!0R&{eJQ7AL1l zzqAB_#fQPl6+SINU}P_shacnb{{?~n)1seiATa!jbD)^LEorFqg0pO1HY0H{V#UJM zc*mI(_c&QVnAeo5-TfeTsN%9$?|a=j%3|nj>G)>gFMKuXcxg}#osy#U8uQ+(%Vb0@c$DU>G|rhFZX(c&P}nUTB>$R7LjMk=;k@hzJ7xAPOx?C z$4~k3T)bKyZCI;q7U zWOb9OT3tC-xcNF%uf)UI22vMD*gU3wkg$17gSCWiHqn>~l)78K?y{wAeu9s@z7#P5 ztDyz73*}FJd3?RRL;O4ZHh=4LUamP)(c4q^@c-2c`o4T=%W~{qM?*$7y~cw}c@)&X z3R)+Mo~16ZT{si7G08ow6iF7Y%`PuNNrJcT=`##?8vv5P*vN(y$)}B?{Bt5z-D`({ zDHLX(+5~>*HWO|c>IYK5bZ~i4Yv7Enn>E*4`TRUalo*Ekq}Q>HOx<-9T*FB)8TRVy z%UqHL2P6j<&5T{qqIYlq@T0OZ-|yY9V9Cv+oE0Nyuc_H^@-0trNc7_gTfb_nJ~^4o zCk(6qa_`PJ_P!X|+qdEoNu9X!<2&z|)mGj9=Fjc6WlQSxWxMCU|8jWmV5xEE1?$nh zljlGD=bBGDs<(D{;ilU@KDYOdqMlhjKj^O(uO4_!yP_Uy;iO}q{c+4S4pn!MB>WFJ z3x)TzD_i8uY6Z-pAY4nZsg)fy%iwH~|J{;R$uW@<{F}kMjQc+Jc*Bzpj&*I}<9Hg4 zVC!wIMICnS__VWPRnLu{B<(1Cb>#1UJ!|=}xLANDp@7f;)oc6#qKpLP8A#DczR zU`MNh&$>C(tFOJO{*|jnsgDh5-+WEMb*k@|ISYr?xV}VjJtqgw+Sog>(<3Es)Sh%$txtfph{AMt#bJ^a`XOAYBJ{UbVW+ z70~wYt6^uM9N0bFpyrsqb2m*lN=*9hh;)U%6qN1>#2yR0fawMa9OttS7`@YxWbREi zk_7GLJjCVSwf&22UUu(9YA{j+E}x}BoOvxdohQ18mahTzEdB$Rk5o#)Gnc*+>c+{q zK*S3tyxkWYOhiSGs(jIIX23r_ME74yLshFV%6WKoNv3)C=6pFw2m1v4i{g;CZ1G zKcU;w=vz0riH3$KMLOOX{V@KNy892J%6S91Tt_Z)16;0eSYQ7Ps#myU5`F6%*7s?A zdzDA|cjJ5fO_eDwUc4EW+QLRaw-=ABVquQnkNQUut23cb-2?o)a5aDH{fNwpuU8-B zb`q+QziNEYPfev=69}M;-D|hcmJ;@hthclni6jq+)LBg#JIceQ(D!DQC&aKdB8m>d zD}m=vyjNuIqrM~sR%^SIMV}$gIL$?D28N#=>n2SlAv|lw5qBP0N>vY0x|FAn77eXDThsU1jB#_H2}n%FO_-9 zTV)-t-W72Gf1fNfyeZ0TsW8J7^Ml*&b#hbpnbk)ZDE$H1nE?uu{yE0~NrI0;E6IPi z=r>O@<|WyEE}BFF+tK-?UKV%i!XL)V9?OgQ zbmVmeKQHjn7b9?%?^gZPxff;A|Dy-v@7ltH@ux2OwszV+zwFeJPi@ztAmKBT#UbT_|QoOs;_+J-cAE&?Mx*!Ki(ij+F3C(xjs9~wnz?quXG%)wS zm0jfcH9}oXNGQ?1A;LIaOBf8I;nmDlQeleNmex6?ER^jcr4%& zo#Nu~#OZSWqy#Z-1eemQQDlIg@GWP>l5=vmG>k={vx?_p2rBrz@iSac@X?&%D=6fa z3fU$(R^HOlnvH-W?#{14O#rfwLjyJ`#9k)osrlX4uoY$W!c2_JaEGQ|1Pa@RTo`8O zt$5&;znagpzKk(OBh*QKxq~;y*Q*=Czw0vNm%Cik*EZUl!S$k#Ye0@#h2W!qWm#hM zBU6@$$SU1So-b_-h0uDRJoc1)9;0wEwZkybEz&K}5T1?v6*M*TQ0*dQn}wHN@gf(P z%Pl4WA!$D3-A#E?p`Jsu8>(ZJi)lC7tJ#je<{MK>N1(lr?9pX!8pzy3vN0*)S5lHT zmg?z9a!1e!hk=o74CIlkH-hF=yVLie;1gvs! zp(#yA3&(YG!dxA)=G3)XB^O3b#EefhLD53+@=fOu`+`tZ1mA<8FAaZ~A)eX5az}CK zJ=X=vJz5+*;3Ak<4cne=#1a!*B5=kf4dkmf0L$JF%*;AtaW-|m=w$_8lv(WzMI zy$-x~9h-_gnOb10p!%A7D^;hvC%BmMq|^8;W$6aL2eY)Hy_*QXMWLM~L2P>{kd8RX zZQ|wgax%O0UO%4a2~pMgp|o`(yb@>;-$AVjheSC+fkWPhfprlL8^L|p`;)LwVA{$d zd~z^^&&i@1SepCc>>Y+Q6zGZ9Abktz0ga}(2;Un4fUA&P0GBsHdJ~ci@axt$>7n z$KQf<7Sa^hIC~)-gLDy6H(2?FkeqNQ_klDD(tJo;A&mt5`4&j`LD~fAO-L6YmA6Sq z*azuzNIya94E)D=kWNE#wgY!z=zlU3(k+mlgVZ|(n1GOGLRt(d4Cxa{dEj@l5K<|m zN=OGGIl%|zMo1Az`yd^IbP>`B@Ix7ebQY2g5a7;`hC(WUqyTNu7t(M@v(XRb?;yPZ zDW#Km_QA|F@#G9^zFhK&=7y3&1(Cm!N+?26upNsGA9I09vmc6elpV|zT1?k zNDz349t}g3A$*ivB*JC=7-fuT<@LBr0A+GWmuL^umP|0!#8u4Kl3qZxWXMFhaaa~R z#3bK@k#E4HvOY3XI4=w%@l8-+AY78m>I3M8(In}8yQf2k>CPanhw`t@S`69<5Eg%? z;X*)bX|~{nX^QOmD;$q`bmKcqzL*Iukz|I#QY#uLP+?%KEEhwFHBGjFga?~YZ%q^L zhn-;md9Kd_>G|HKtVkUDQTB9*HW2X?w-T%t1hg=sALwp++zO7)w50 zN!sp11gjRvLxAW8QilT}JPp8DYT_Yy2^%Md3$p1_LZpvCyZ2!>+tc?UpNeZ;ollHYl6}J5Rz>8L`ynD zTC(YbIArWC7vha$Jg>qrU7!`(4Ej4k5%1SNyg&q;^ZN{9m6N7{8T3Y-1_*j*+o zyQG$fmd~%yf+GibVK;8?ZKC9~ux3LvUF}75LS~XB17D|>WP$E!Mn*@0Y*0tZer`A< z&djmiM7ABJD&PpP@^ZsZw5Mq0o0@0PtM!#HKhBq5_F;bBSov>gU5inLtTl~~5T(Eo zVt_O}o#~Liq8gzhSot5}1!IN#VXLEc3$lcSn9Qe#dlu0ta&?ydF||{3wY=1YZ!R0 zHzMtec}5?)Hiip>;iCA!M*T2_^K>ults`H?FG|ru>riD!_6EcP;OK`$$lba|F8PMK z9J&gYxed)o(@kJm|%hFckgnJcfd*JZj(KaoO@&@>L1NgwtrEz^x8$E)H1b)$M{iN1!5BHOXA=`1lSP# z8)Oq$7kV~Kh z!@E!kK~Q@A#+|+C^++F6X#=A6)W$=D2azCy90XGv?sI*(jkvq2?ht|;0#E$#rnHH2 zsAH;V^)#FS?7%for(KY_s^ zGMJRdmoFKw@fCf8GnlUkrF3y|G{RxcN?)s)JSaD-`CX+DlfH?~y`ZLPG( z8^JD+=oYLAgxDWMM&GOf(*780!I57nJ4JAVb++tInHg8PR5TP>ua_&tbW>~IusF=? z4(u<$bdXFHdK+`3w3sFioy|HSr%eL|Q>2`*-d1nw8reUWC`mK|0KaN$Zn3lEz&)D@ zOf;D+nE})^$P0=fv|aGIn8Csttd-s+QkxX--l1&8etF_4R57Fs@&*-ytZPVFR45SqpVy{*}M;34)NYmcusB8+93tax_M48 z(xugfQEW?g0Qt}zD3a6k7`AL_7HuR4_$ja8?GU|2e?V5R#w_gy;d>9fu90}R9~44I z?oVzbEkWLzAjz)*KIz^>4`3VXX*W!6=_)q6-xh8#<7`_hx z3{u~;SqhiZb7V16Gnn$~-7u_sDT^-@jpJNiJT=)i;a}>?QF=YRc<8?1>AhfBsKEz9s$7K_ErGD|m5kgX1XH&5#@fiPu>1~+VUus=P3}$1!2ckgj#wBR zH>{uYK9#B|!yV$*i+%7+7%(<_Clg?FMd0?eL`1jsL%^bF9#{t5i@D-XsSfFhA=E+K zyoVvHomh3EPK}ERSXU!qWAZs|Wb=(?OnR4M@Vm@m=?=WBJG6wC)<;EU1jK!9>`S`nR ztjCokTzp&wNE)?UsNFsR^u{L@QyP03@JkD$UytqZa{LU^wfPsFxE^W;UM4)@x;@w_ z%bwqh?NB9t))OvwF|;pnS-@^oxIFU_7$abG54J5_6SdQyp`QBh3ZKd03JVvbcGFp0 zIIAt(yTGbaVKi!CI;h<}qq%keD9v>U^d^8HmtXuR|1v{Sk#xJvy}xDEZP!=!V@7DZ z$4DL&G@{#oYp(f$`5y1PRdYY?eQKUrJd!63efFW*!|vq=_iD{;){Nr2exp7RWXWmG zt;3Au86G1a$Qk|z$C*$2wN-Fgn_kri4H(gElhHo3DO;$~Lfi;X&o}4%Z4o^@+(-_& z6~IRRkrtobdt-L*YObH)%C6444`JLh(`Bw7z%SH)eLS8y)_BZ^m#`WwVth7zbZc&h zX6V}ktYemO?Dk7wNLA69h_w9GMD6sf*4AO#+U5l;Rc9<})^Xf=gtv=v4>Uj8#s;+g ze)g8$%{h;mYGnPj)5WmOd?WK}OQi$yTfEwdQl%$^>Wt>r=Z)}ZG%~$v4@=b>eTJe{ z=?tHJ-?jyX$N1XkZI2Y6{R7L@8S|D=C!z;yDW4t0#@q*MJS%V%{E9V z-kj?)y50=%aMER*w{Ifry4B(C;0?mvSIltT=`<0fc3lhVJ^10uH9B$K)b`vUB6w}{ zLhYs!ABJ9)Fd}}x(edYhww>@!LTekhYE4CRu8)jHrmvAigwOCW{dUPj;sm!>yAh-{ z+^gLtIFbDJDE5-gdsyI4#vj)z%-HuA%v5tT{4)<2sc8+~&>h&(yfNjo^%&r}a7^>r z1Cv4P&96gPZMOe0?tYBLS`6RjF4nHxCVo$X1=h>n>hF2Ad!!&H5X-elsTlBRL1X%c z;fDUAht+M6y37WTR&RWDk8pj&D7>T_#k=RS`kR%GZ{5RsZnhm2-MU8$7z>+6;M_{Q zyhE$Cn_}3)-14>bt(By3x-*j(oQz-)gHFHBb+(7yuQsjW7aH}izn}Ek_Yz_K05|hB?*5(v_6JiK+*78oN~Qni$$eS1=Oe^f0Uq9E zEbH!KP2v`N=@v4;iyvG4a(yDCJ12=*w@a$zob-1K$&5(dr&1^5JG4i{w;ArEEn}YT zwypf$AJGB%&%}a3cFW8hq3vN!Z#jq9@>XexrmTvUvAx*Orq5mG&beB(R>ZuO7H!B| z>7S9t@DC0eV?{yZmDBg()fS5}H%d*t@Y7<^^@S4`q;_4g#A0|~iA7k**rwW+^$hZ` zrXQsqpTGk&mXKAzuCTcW?~RtkNf76bYgCMHi0(u`Bz9uDCsI9=y0*#b&=aX7d{ggP&d0a5xa zeh7$Su5#B1AwCC_m4^mv#`(+0n3%0REENCszGeOWWTn!DwuOaF{0`miXRaDxmL~>l z=0uN%@NDRAwvHu_J8-lZ6Orpb)TlN+0j$rVQ7_t<-j+=f$; z+zG!?xQO4gl0~3z(G6a9I`l2ti+kCrp!5sn86e4NTW_wMqYW2X*vsY!C2{-caf-bI zaXaC+W#c4oIG_SIsryAz!Sj&o zXxY+0Sz$mfwz#e>!*$nFESx9CNL+WFuW&7P5ZS=Rn%~3q%fL5c3TV2yaiK_Qa>Kyp zNv)X>I|ddLB2gT@pv(nvp|D&46f1YODGptM6lX5bY>G`magUjqpe4NNB~F^dVgV)c zGyg_fSLbl?YUnJam20IaYc0D9lyVaLuahEFTecLmau$aggh)(Z6IDzei0N-GDjTNz z5B4yDX~hm`bH`k*hOHo?)5~!Zr*DNx9KOX#Y;1)j_KF!R@oN0P*k`UKYq#U4 z#jER&PF#@Mbt}Y(h}ZB+g;%*-u#IJx-K-7r@TOJZ6)3w&5M|jlH-0Y2mSvZ%7D{5c zLs(NL@h&FXD#1Rx3)%0RHL;+A(%Xy#2X4@8f~of2i9@iaaQb%ScHRvN5m0_^uaPBKO@J6`Kblcix{IBm9sr5(;aGRDbP-FxKCDt@`_) zRDUyAe;;+So8L(F_kJgB`6sYl%;Kj-Z|pyvxFoeR8^xHc`g^~F-gVxREvmo&1zv&r z+Xf=k-}^v>iSkz=TJ?8R+1SHEVT~OYR(2PVUaY@QQ2pJcDfD8BZg>jEVDam3r}`@` zt8+K^G;~SU-)BIQ^|u`)sK3wR*P{MD2NKlZ7ldfl-v@N3xzd6s=qnx zaQzlsTqR$!>hBh+zi(mv%{$4heTnMt-<_n@{)_DG#7~Rd{1zv!huVRc#F(u5+u)|9#XAx{g1HFzw*b{|UF*&FM^ zj@r8+GtOAih(Dk37T(40EOr}qBD>wvvd!*F_HWrELl)rop>I%tcY;zD-~vcgfIp-H z{Gm`1xv^Ijdj}%7`?a$1^$3MEJ}SVwu)n#FkzChas{ntTt=g--p*5yyZH+jwHn!K= zP*PL4$#FH1B@36bEd#R*wV3htsRE|i4ZVMm8E3Rsx;zXvRJ6w2_ZpCCRtqUw%p&O;BxlOE!#DONR`RhNo z!xDDmJhdMPl&gf4IpPP=k4)bRFZ&F%GRtJX6C%Z7L0s;L!=g}FJjpmT^WB<Kt zn%lk?ozF{Ug;dIuC#}Q$sy7>M>V1W_x6o2hX1=sd8V3r>&{t)H4GV=eSQ(TXefEPA zvvQzT?dgjnuurXdq>>rGS#fP;o}Q%?4`Sx>DZH8uV6gGy{=UrkA+dO7ngAAo$^{TU zR#ev4;yo-}g4(HL#qhp`qn(h>0!yUPq9L#Ud_N`)dJX?Js8_BbgQ<+$xVP2g^ zWye_?9Q`PxgCi8rSQ;%IU)KlCx#zJi<_{>hlFJs)cImu2Ok7S3!P7)KRV>@*wep+M)e&fW2sU1CDj0ebG z!0N-u_TS`@9CXh%mgQCKbZ%}vRP$$pvsudBoO1*3sguArlK0eUAj)NoJ`F@jFtde- zyi3FAi9{GZ0k@LGEB$d2&oU8n+&Qd)r)Dzq{MYz!x4ec9vV&*gs3@nf+?h!B-)1W2 zCE4+_OTA1+OT7%tDfKdOA&8Rg)I}glwljYaBC(w~$F@mqLr;)x7>G9A0rDHC zSJv?KVvH3Qzufd)#a5hWKYT{BI@P6~=bhB+FJL>onQl+Gq~XN1Q@iU9;e^+X{PQ|@ zH8`U%vKXT3IN?PVzn{-R&(v_w?9$^n+ET+8@Ps*JJo;(H*(d ziEE&Ci@EJqCRZ)uc_vS;w+Wa1^V!z2Cg2R z{BIIU;QtRiBdj?CpnbhEei;CzUbK_~z|XrMVaCp9m-4O+43OKSzN6cb@18fDeCu10@BGV7 z9`!D4hj-wo#dkYp6e}(Y)OMMz?Ipf@UM}O?wnlu1^WYshd&2(&QBL^WOCZAR*(O9H zJn;AO@#}wA#xDskbz`eSc;p=$fs4-eU4Ygz7*lGyPEA|^j1rgP^|V|tUMCc32H@vaw*)wTIR-jT9VcwIAce6{zhx4)wak$w#6|QJmzTWw4#vT_d^mNHnc+ST~1%c1C$}pN#U0;r*JS z!LM+vmYoQ-tULi|B)?V;r-@uKZ!*AgiI3ApV-YF^NUfMk2n1f&<*Ex72>{_ z0z%({77pxOLi?PV7{M3t`u#|uG-76M<9m2?KQn(CDONb3l8^R%_TAN0QH&YMT}f|C zFB~&gEqM`EEybC@S09divAoy3YXFZLJKh|`^Hu1L*kJD1MI`%h#T!1SS0mJp_u(aP z@K`@?9{&@=ZfC_V;S%;_6|e0@@3rtu09+wwNoJVk6)j{=@5RM2rg+nV4Y9qF=*Jm6!9Ggqgykbs?4t@<{dOK;-tO98IH_*jFPx-IHrQIRY2+lXi^Q?o zd%k>`toSJ(ZBE$3`y70=$QYN;zjBGp9%n{o%skO09%B0{{=@^bo$iZGE4i;SK<^A% z^DTHh_N>la`CC3boBx3=(0E{m>OC>xj&nv>^knHL$ivao!DaHCoJ|LT ztk+gf+smu^*P{h1-GxKhJ>z&U#_N1;cuytzBmxTDteVJwUl}}`+*8lZq34P>1uaHm z^^%c`8$G4BQ(OcsdDgxZ`e7Yg>Cd7`3s*<&*z?pk`l8G2e09}Tfo;7vex{{W`R-d{ zq8n~t8B9~VV>0TC@U6?0+u+1?Q`@r<_4MrD)$^hgr*Fk}_+|XGYD!(4yQWFo){Wyr zA^(y~Xe7{bxmxaZjyOl{!u?PVdD8-%_WEVcxQ)*%#jS6MXRgyoh}scTJ68m5q@9bv z)i31cPqVDlDBeP~Dn%>?VH%RVmn$Glc zrF+lgZ6aQ|x8X|cTzO?sJOVpVcCD56GE3~Vm$?zgUzaEw|F!D)uPz%uwIk-XtGU^n zYmx^@qW2A|2gLiRw=z6LsQU-+(+f@zk}JUhvOXmLZ2MvsUdpr+dJD5iIK&13MtoldHl}mmRDdE3?FJNQvv=mLb ztv08p`EdDm8IL?69b`s3g|{Cm_fYteG7l-e5FWZm!`jFr&rra0Jz5?xN@_$$ZMGcM z^nA%tyy;C!ADv|`*{ryvK-tyGRh}2fC7TtO=v!5nh{@B!viiMzP%m6=#$E>>$RuK3 z^qyEu!6CyIP(luQL%IWU$kuXi#I}}u!|nijL)1C3QfPP^`}K=V@(fczdTfuU*K>u zV!FVd$#PG=XuBt`;gmx6#C~?VC%I2?Pw*?Jdm_}1?^E0p+poCC486^NEalpyc=I1# zGv}HA0awULl&)}F4hnrMwXhsFNAz%UIFo|Inf?w+8KIFoPnka8(WKH7r;oDt z?&88p?Y-QXfZO+%J1Nr}$DjAQF^CRw<5QEO*PUJcDSuB?(16=odavEzf5r&BzzUKC zwNs-|ZyiL`Z*qDoU5Vc(Hi=Q!(;L`eca?QdDN|R1{{_ZLA6`sO*;CCw~H&_pxe&S z$~fhAg$2iCS4G@|7|%}-cRv5lGu_L0r?~97-gF}~b*5XKdRIelMQYR%=Cdv6na=$c-2BEHM6Tf5kXF)qu{y`>s+l1!H^oqXU%DgQio} zfImJPp!g%JALOnRj|%M-BK(|(9pTQtwn7s>`&481h9JNBYJNd}uJrY(a?i~}M^IM*Df zy&$#g&PII~;cBmUy9P_yG8h#K`IlHO*qJDw2zos;P*sF9oBC~O%9#0U*bp|=EuRZc z?>fGdYwAz|1p2yw?=Fl#FTs`oXwIVq~zq0 zpq0NjVqqb|{OLGKi6DrVZh0GP{+OB5*)2Y+KU3Z6{PCPf^QZP`W&UInLHAXf&mJng zAFiE@^GA!ASIv=Q3PY5iBCaf(Ld8>{!*U9_%!^JCQ>bM&XygGp%w$a2J3R7i0TG^KZ8O~X3?aV`zyC;t`CU?!PYbl7xl#bI zBD?MpYK)q`W4>k&)%PnJ|RVX1gx*t$n1&;ANs5k}^iqb7Lp#-xO9QEP~ zJ2>EX4lMNy1xMYB;#L?Oiv+GLIJ%#O-pO)kZhlJiP96v)pO#8E*z~*rqRc3P9Eh^k z1UJJ~kWy;52pNN8URtq#z~DILA!Wo69E(&9_~6!u6dzDO;S5Sl-VR_j_9C>iTqP&>5!pQaUi%W+^M(=LPqJBl1?)3Qp6<11?3SF z{D4*`d2?gIUY*=8pk+Z5{}6g8139tF>MRcwK!ip9Mqgk-uAtw8;NN$QU)Z zzpmWifKhYP8_J*|YVKDx;D)VlC~mM8`SyYt_Ast5v#auQ57WKZ4Zn?-kEOibKO)aE ztpq*)jg1h#%f-`Q$RIh=4ErhqX2TCm9~%A)5mp$)sNM91yH!4}gOzIHDyqftca8DiXU4fZ99KZv6$lTtpf!HD+n=N0v z{YKsPAUN6Ren_90>4ON%#~~ftk&*amP01E|5MbeQ)Gm01XJ|@x^{KEo-H^i-Ys!=q ztl<7z5~2?R7Gyk!4h2yLu|6C`nI=<}Qp6v<3o6`68h5&y>JP`Q!?GqCB_@|J@Q=Ji1(0TnSGB&A$%dC!4Vn@U&m7NHOitnjIOh)`DO)Z16JifIh5y|zymL>#M4Vn2=kF$*YbqI>N*EjuA*6Sl!`@6lt*Lr fS=SoL>jT-i_-6~aH+=$rgU|hB$rSIFMYR6~cbsNy delta 19433 zcmb7M3!GEM)xUS zdN1p!BSy?E%tm8fKBV0#AD)AsjZ$yEhJtO^B+KE~Q6G?YjYs0kY`c&wM@`g+rCnq) zlqYJoVFDFe+Y~fxmWJ9scZH3z9Q+FPF=^K_jDlp>mzCwhaN62_3X31B*KP>(Dv~;L z6h2`aHpz1M!q)b$kJq(2aH&>SYicG)>Elq5W)lp3=!RI0Nvzzn9;>BKWA)VNFK@qP z+AY&>j9E`SHpEIN%?+hKZ|lailje?Rxg%*}L&!YXORusns~tfigIe2%u+TpY5Ag@M zXr*d9Sn*W-elXwQtLu#qTDb=kR`$5W(Y6QC!RSE;VOutnsl?RSlQT&@zQv^aeH)&5 zcRlHAo41Ta^Hghl{f3Y)P;bSpgg0;jYV+)^Q}svjmFeF!>(x#atTDYBXv-y9X7Xm* zpU~Ka8hhPKe_nt1xWukf;?k&(vj+LjY|m}ct@N|Cr0EjtzQ-C46CbP8#~hfy5FfRH z=#u4HOTWB+d5%}nK8cuPtos-Fu#u@5G;5`U{j6I}&xV(SZ}+l_RY&x$k_c&9_zDr) z(n-Xt|Fj(Bu9+BQ4=DtNGT_m@`jxHii=CibzPeq+yw>V{9KJ||zPjwqC05;)bIK?* zU5!q26waARqSQa8XBfgW(cTS%NA|kBwY>cTHtb?!gg(alaSUIdi8RruUhVWmwzE?o z>Y0ZXnVAVWy%(`Uvppm*$GUd*^y-}KtHn5A7r95vjL+%)3DM?Rb#rbTm6YGxfp+X= zmH45>R-s_qrDQp`8hggT!}biHg->D6AlV096!6^B9R=dQHb?$b>%gIr*@I9`PR}071lV8xmZ*D4f-FV zY|DSqC`~3b_QNLX?!2oBiw-twtrjch4J^S24(+Gq2m#i`Wm@L-g97W=Qftez1+pqp zc8EnU)#vHI6%C7A#!0_iv_`Zmzf|ZN@kp{BHCTelDwPi)5{_q4V zW-u0#V6lxZf~D5|fd}lmd^yS|JIZ<(~$g@w}H*UMGl_UFXD7 zq$kHg7tvDBU^{H0g`fNvMAKwIAQM@2F+Z93q?3vGuoBa0>_wYo<_kcwX-_)NM3%%! z?j^f@#aBf8@+Wf|y-;q{%R=WH&ULQ}UFs1J(K>9B^;_@MB}le$y%J|$ep@LEl6|F? zd0_hePI*3%98ftixpLe^7ik({BTv`sYPVu^n(;#`?7>tQYH$CmZbiKw%lE2DW4m>0 zHyKCc=94?W`5KL$eZK2ZFlkVGE{{-w43dCT|NBof;JOcak< z>CZkSi5=FhJFyz8WoJu`^CB(t=p_1k>J5H^ua;>OUI^10$9L<#)KK!7P3U;1b`Q{ z7FwN&oT~GA9ke9Xxr=lZ+$}2 zY{DL+k!ZR#*mnlZy99u3`vJgkmm8QiFFw>!gP%5lfxo%!nq@h$-v%(=RR+)!$iN67>9v1%nl3SZG5j4%NR4it`_VgODX&ce$%;CeM~>t#9?ar|c*#*h z6bV-kuor}nd7(8y%fX}_eZkg8x%Ox-P60Rv9VpjmbqD9tZ{2NL_iedNEaD-{tNUTV z{m1Io*p&_Xz|6Hd?lcYY^6M+^prN6<_3qqLXy*wo9H}`_w-!D&WpwU1d>;R=Y33=i zzSHp22D0r~w_RSAOSQZ?`$bozoyX}`pKbL>MFFK#7eeW09}Llf=hS~P#D+(Vrt3iD z{gVb7xCmI%=pfztNlaG8dnk=_#gv^=A<$Gjz%EJx!vRg28>F+(iH^3J)YAqZXtI8Q zldn2LrvaYS7|bjDR947)Ce=4Ibf6pT$K0l-@l= zsj?eHso|?=SwF5Qw@h?VCF@#ad!0z~=SfhrXCtWDF$ikt5;v%^^K>?L3b}36NH(5`r2USplk37l2BWK@kZSKdZ`1E=BPw&hqn76y4xQTtrX{ zyfPQ4om^3Fx&T%2K!VzK8G_mv&=pXNKN7PC-<39~*>MQ!tpNoA0c!JA;7ICb>Lou# zF;2a#^)gPx=m9UeTIfW=)syV<-CW715VY+Yu0=@qT%c6g9i+F8u4vbtTv2Y9fK(Z9 z*}G@c20bDn^<4*$R%-_liXycpJvM~ou4A*p`XX98*^O{>1iNjjV&GS%5Rh=~ZX2tx zYrGy`6O8Z{BEq#ds0i1^GllDP(?cV-LSzK*BmXT#79GQ5_zTeT&Zu#3podQS{izooK+}jsA*@2=B%ll`6Y~_sp9s8h0UAlpDw4 zt!|rxVeN>sM?TVr>UT?YJL7<^x3g8Ei(~2{H>hoQA*kVd(F*^sX>Cl_x&%LMPy_Sa zcFnS!xQn+7L5<(5f+~j9a$T8o=IO`sA?ZO857v?C*cunzoKB?55!W>&$FnfPLH^ zU{_%-4*gyZu2e*HnP&)Kwl}*CF$% z{~0@EG~EUw46qxyC}fm$o6SH*N2u zlgjFb`M=Xkmj9VJ^?hi=nk^!%jawBAV3_>~Jb_{MV-#VSeV@}&46~mI9pvHUry#;G z`&TX^sBPPn3cCZf@vVx6HE~6`VKB^gVl%Ye9HYIYK`$Yw#J4-M^AmlmKDYB2HyWlh ze};iGh3ge9D{GSVX+@`Iu)wW*O^eIrlx?RhufQ%Y>kA>>&M6;C#2o&CNk|&TmXY@&$T*Yc687JmaIue>kM%yPczRl)&@$Q=PKxIRf=I8Dnz6Z`=94Kq++{hXTo% z+~<%HmejO(03hSNQ!lc1LSPG%Cia3>Oa)4;b$@v(;QLzzN`9^=qa^63yj0S!#5a`1 zpF+P3r(d&PqcjA%X-lun7O^U$jYkl%ETd6TyE=_8c!=mK<|^JPyh4O^S)A#VJ6?Rp zOR7OB5{#!ee$Nw3Z67Wo7fW9$HFn3v=+_mkjB`b~m4b`P@sxF-*x)$^o2YEE(-wZx zGk*3RHD+J@&VLNCp54+w1`yn3ry;I5ZqAg^o$`pwhD~_@;%2k4<9w{hwkyf9c>!bIdoAOd_5-cK=A?Gp5V)t$QXof719cP>a=NS1pKwr4gnNCcFp5@OTDZks3mF5kG%vy?m)Sps7(jvyQv+SLG8L z|4{T;Y=MrT0k$heM|cLK&al=VH4yz4CuY_Y@1B*35*o#wcNRZ^#JnvhqphU5@L+@3 zL#k0i1}yjck>#Z0RJQ2~QXp3jR$LSbH#P#A3(Kx^K}-iZ-A}VyOB3gSC}`ex9*834 zW`D@VDJ=9mGK(Zmck0ZTSCigea6jXV5Wb-#oP%kT6Q{NxI1h-uni_>(?Bv^N1G&&9 zuKxnU2hpE*v+eF5hjEa6>$ud-x6<|Ez9}Q zJO+|)9Tz)%gC;4JWnSt>uArF}qsdc71@FudL{#vuI8KPjyTH|;7QAb@2t+aI@?Flw zhux&xt@9VVIH!2$;#}zpY=z{U*hlx8V^H^RaE^w;gq^&J&Y=Cq5cc^VelR2e#aTG% z_?hHcWIXb$ag5@Y;F)4qFLY<&I7FY8Cg>8oZrI~d}^k8BH=?o#}tu1Ph`QHNXO#Oi4R7`;2n~K#GJ|| z-9qM!&zCPLVAOn&GBqvvs+%7<-cG9iN8NT|S&l8^ZG016nwnc?Fw37|3?$P8 zgQtw{NVp#@$+Ec+^)^*YSS(Kt(*KQ${51ZG{o)jore+Z9fkpMk41r$!m!!o*JL3@V ze8@}g1qp~Z9Yo*dUcN=ir-Uq!C%+)M8EoB5p5nyQEI*U%BONm^%0dID(#|_Gvt|>y zhVypKm!9CMzOcrWr8EUnR`PyHCI3RCQs*q?1%gV&2c)|mU1JlL*wcuG(q9iPEe27f zEOUtvnZJLPm+f82P5sYDS-z26OG=BJYBR-q$u1A^%wcalXg99(AkXMoMYFh-Y$wfg zE8A~AU%toIL4aELl>_n=gbhZ!DL_V=vsazl*dxWy537 zIrRYSO0O3@rnPU_xNEN=?%GboJ^3d$?zz_y_vltPp1HqZx%dHo+PH^bbKAvbIrTbk zCgPslT7kP$m&CpJ4ul6rp7$|Qe6)$Y38KKgRN$h-J-fBC`MIr1^9AmX6DsbdKclM- z?!~th++np(nm>}bYab%+rMHyI1@7sO%g*M%5F*PhHoWA+va`9*L2ELu{Svfd@FFL&_qnb$ZJGOK`Popt0M)133^D?&_ zMW59(-+n{JsFUu-Uffx}nCD9=uaI!=6Fw5OA`9ieMO68X58~n4hb{kuK9;YgV@TI` z2n@Ugv+*;H2EBh~(q_t!_) zF4}QjN8{5rH+;unInbXv@gMeoXOmjWmhI=a?u5S?9{-7i@zD3qe7`SkI-+6%8b2PQ zEz&^f`wj@{Mvz+;@cuLaEO<)LTiCo3VPz0#h`$N$_d(zU3M5?1hSyQV9zamMbb$~# z5xtinkkUYQUXy%~IT(=KNo>sJG)BHvzQ@~V1C;BN&^hdD6u&g|x&eNyzDdr}%)SOl z)(h{{x947in-r|&Dryev{LBvP;n%c*R{TD#u`O58OKW1MU^#gjh51VDnTS2ja>YXL z4Rbx^TNNQ`Y9ppR3eMPDHU6aS0(u*k<=7*rZ;}^`E(<|UGuZ6(#jK((^_x_C5%O&-MG9E3Lfe1_L@nt+pp-Mc= z%Pa6uymjGGy3UP9+qiD=AfaEdVVih9+c=Kx*(39vyiFUt0jp`gk!@N*hw9A&kO4%$ zu_rtd(``JK*YI05x4Yp8Hg^XHOT9q**4~H@+i-Yp!g3=UaWfV7o0)k%olGWok4GkC z(SDVKO7k=kV19Rs%n$+skerS3Jz{+iqS)kTd+(qO`a^JXW&E2bSH!>U9&eSpofeFt z+jf7@rgR&BZ`++{>&!@dPoc09f#DMFHPCCzs@lh+loAqQ*oR)8U)hIhl%Z2BzV&4ix#S}~A(vb$k%M1OP=A{nnDDY5fhoyh z+6JcfQLL?LnUd7}DFqo!YTb?~u{983aU+_nb0BC-0|c->{~r)xef|U&aYzZLDiMgK zTnO+TX~#Dg1mP#$5SS|}Ajs6^DW4K&+tKcj;UxW({9+?ci#%Bw`O?OoB42t1ACm)m z;zf7l)0rM4AN)N&ZAU&T%Pkot@`+7{ME*bM4*8cL(xN-0UKJu{v#u?m7FdLy0a0L4 ze3^@gMS4>u7WqvTSSa4Qut@&_TNT8c_@sIBAy^DD7VB30r`4GcDP5!!&l}hwrfoi? zLuhYeWxj2cz1yib=-VYOfo(nE5-8fZd=Ta<#rMjvu%fqWAlcp{EXi$dSaPyld`rnx zZ!4&<+4NLG7PzzX6e+0EiQ{*pPL|C*P4lEA` zj1Q@Ahq8v@*A-f;9cNvrXdk*!Y2490D#S22D&bENl{0r7f=cMGSXuNl-dk2Skk6?+ zsB8I*W_Ejx_jQ{4rW|uPt!O0fIe18xqlTQT>D=GjGo`!tmQA<&eztcZg_iB_F{LfGB<>pa!cFJ%=S*t5vx}x6st@K{@g>dOGQNNhdux`NV1esVm zG}un0;5QwfDvVgTy}cJ<=@Sf2mOe&n`*keZV9cU1?%d}M(m5858gUxv#lIdbu71;y zM~EyWrZEO+1qUNu(58g88nj~nDP99wUju(bOK&b;gl}lxtGofu#>d7qDSH;5&&& zDZEdK8)#yx1|pf3lQ?O3#w*E1Om+2!7KK%?puOf}L zY)^x94!dpXRA{s4wwhmv4}Ib#!$BuHtvLe35LccKlIXMkGla-eKju4MXL1p{EU6vn zRNj4$_0%a5gC5(cYDAAE!8#{~nfy58M|!nGRk7M2=i1%1xyk6^@Vog(7!Nsh(k?DD z5?11k=l0CVAG(>=9Kv#99Ddr2%*p;^cb86C_MFRuBN?fkuP_oe#g*FFai+1n`#~jm z3B-004quRr z;j5r2;J=yo?bSkryKRXuXp3CS-nz!9XJQD^+t`GOg71yU_qLJFE4rs- zGN8l?D4A6?5WPaciJlxol&okiOf`@RHYfAfBPS34Q|tUMF)EUi&9|00$)b1h{kaL< zaT2CDfr|f52EwX=u7+WN&WaVq{GBcFe+B6iP;a&ApS9^xf$21u1FXS#E~!S3<-)88bmE zTJN6&TDX%j7qoCEBaXIWS`(SaWtk(*o17PPPe|=%B}za@pQ_34Fm~%VJ7JT2RCcD> zvn%)wp@dDy#63MF$;4tAS+-nkk6C3tLXHe3dgNo*eQus5mSMT=xA%J3qTEbW*_DvCduGJ zCCn0>pG$fD%dskjlZ7_!qvT{^ zp+gzuWQP8OV6Cfo6X8Bu3YrMF)K-B3KjP;J@%Z2I4k)$Vwl%aW5F z_d74>o|D-Jlvn{L3#ta9*Y$uCJxNOC7z8HTp5NJ|EUoP+OO`fcQ0z^QXWXnzukVhP zcule$pSIZ+cv+(LDt_9m46bwAMP<2VJr9q}l8JVOmN0TFwH=O@HO`&MJkvMxAv*OO zL>@>PVaqoQK=_YmLhP;eT!dYbXSoHEGTp8O8p4`ycfty!RNQotGW|R@$Ig+yrw$<{ z=E&$vl8?i=MI|3Q|A4h9d~Dgq-III_Jmt^@`RIR5G!NPl*aD*1TqwK>qR5e<*Fh9l zP9krh0q0}%O(DX#P2*d+Ecxi);Jl!FKKeE)VFEq|R1E|!ve5~gZ+?w6*r6@Hm+f_uF?loJ7>K34^r&2b4>Beo(8_6Rs|8k9OI3Br$EX(=U#8s zfY#?jFzpKMccYoE#z*t~->ngUc0y??x$Ppd9N))7E)z;@zXCcW6s0yLp>X`ey%74` zL4Z>9r53$P^cuikJ3`21>`NX|6sd&fi5^-prPP~E`d(Fmn!No-S8>LS1TZO~!NTs?C32K)TRQ`|J{67bZCIA2c diff --git a/tests/cpputest/testfunctions.cpp b/tests/cpputest/testfunctions.cpp index 2c6fbb639e..c2906e757d 100644 --- a/tests/cpputest/testfunctions.cpp +++ b/tests/cpputest/testfunctions.cpp @@ -89,7 +89,6 @@ void simulateVerifyWrite(const std::string& hdffileOptions, const std::string& h verifyReturnData(hdffileResults, resultPath, rdata_resimulation.get(), model.get(), atol, rtol); // verify written results verifyReturnData(hdffilewrite, writePath, rdata.get(), model.get(), atol, rtol); - //remove(hdffilewrite.c_str()); } std::unique_ptr getTestExpData(Model const& model) { @@ -156,12 +155,21 @@ void checkEqualArrayStrided(const double *expected, const double *actual, int le void verifyReturnData(std::string const& hdffile, std::string const& resultPath, const ReturnData *rdata, const Model *model, double atol, double rtol) { + CHECK_FALSE(rdata == nullptr); + + if(!hdf5::locationExists(hdffile, resultPath)) { + fprintf(stderr, "ERROR: No results available for %s!\n", + resultPath.c_str()); + return; + } // compare to saved data in hdf file H5::H5File file(hdffile, H5F_ACC_RDONLY); hsize_t m, n; + + std::vector expected; auto statusExp = hdf5::getIntScalarAttribute(file, resultPath, "status"); CHECK_EQUAL(statusExp, rdata->status); @@ -172,16 +180,28 @@ void verifyReturnData(std::string const& hdffile, std::string const& resultPath, double chi2Exp = hdf5::getDoubleScalarAttribute(file, resultPath, "chi2"); CHECK_TRUE(withinTolerance(chi2Exp, rdata->chi2, atol, rtol, 1, "chi2")); - auto expected = hdf5::getDoubleDataset2D(file, resultPath + "/x", m, n); - checkEqualArray(expected, rdata->x, atol, rtol, "x"); + if(hdf5::locationExists(file, resultPath + "/x")) { + expected = hdf5::getDoubleDataset2D(file, resultPath + "/x", m, n); + checkEqualArray(expected, rdata->x, atol, rtol, "x"); + } else { + CHECK_TRUE(rdata->x.empty()); + } // CHECK_EQUAL(AMICI_O2MODE_FULL, udata->o2mode); + + if(hdf5::locationExists(file, resultPath + "/diagnosis/J")) { + expected = hdf5::getDoubleDataset2D(file, resultPath + "/diagnosis/J", m, n); + checkEqualArray(expected, rdata->J, atol, rtol, "J"); + } else { + CHECK_TRUE(rdata->J.empty()); + } - expected = hdf5::getDoubleDataset2D(file, resultPath + "/diagnosis/J", m, n); - checkEqualArray(expected, rdata->J, atol, rtol, "J"); - - expected = hdf5::getDoubleDataset2D(file, resultPath + "/y", m, n); - checkEqualArray(expected, rdata->y, atol, rtol, "y"); + if(hdf5::locationExists(file, resultPath + "/y")) { + expected = hdf5::getDoubleDataset2D(file, resultPath + "/y", m, n); + checkEqualArray(expected, rdata->y, atol, rtol, "y"); + } else { + CHECK_TRUE(rdata->y.empty()); + } if(hdf5::locationExists(file, resultPath + "/res")) { expected = hdf5::getDoubleDataset1D(file, resultPath + "/res"); diff --git a/tests/cpputest/wrapTestModels.m b/tests/cpputest/wrapTestModels.m index 6417c626c2..28963e2e3a 100644 --- a/tests/cpputest/wrapTestModels.m +++ b/tests/cpputest/wrapTestModels.m @@ -92,5 +92,18 @@ function wrapTestModels() cd(fileparts(mfilename('fullpath'))); + %% EXAMPLE CALVETTI + cd([amiciPath '/examples/example_calvetti/']); + + try + [exdir,~,~]=fileparts(which('example_calvetti.m')); + amiwrap('model_calvetti', 'model_calvetti_syms', exdir); + catch err + disp(err.message) + cd(fileparts(mfilename('fullpath'))); + end + + cd(fileparts(mfilename('fullpath'))); + end diff --git a/tests/generateTestConfig/example_calvetti.py b/tests/generateTestConfig/example_calvetti.py new file mode 100755 index 0000000000..86178d684b --- /dev/null +++ b/tests/generateTestConfig/example_calvetti.py @@ -0,0 +1,44 @@ +#!/usr/bin/env python3 +import sys +import numpy as np +from example import AmiciExample + + +class ExampleCalvetti(AmiciExample): + + def __init__(self): + AmiciExample.__init__( self ) + + self.numX = 6 + self.numP = 0 + self.numK = 6 + + self.modelOptions['theta'] = [] + self.modelOptions['kappa'] = [0.29, 0.74, 0.44, 0.08, 0.27, 0.18] + self.modelOptions['ts'] = np.linspace(0, 20, 201) + self.modelOptions['pscale'] = 0 + + self.solverOptions['atol'] = 1e-6 + self.solverOptions['rtol'] = 1e-4 + self.solverOptions['sens_ind'] = [] + self.solverOptions['sensi'] = 0 + self.solverOptions['sensi_meth'] = 1 + + +def writeNoSensi(filename): + ex = ExampleCalvetti() + + ex.writeToFile(filename, '/model_calvetti/nosensi/') + + +def main(): + if len(sys.argv) < 2: + print("Error: Must provide output file as first and only argument.") + sys.exit(1) + filename = sys.argv[1] + + writeNoSensi(filename) + + +if __name__ == "__main__": + main() diff --git a/tests/generateTestConfig/example_jakstat.py b/tests/generateTestConfig/example_jakstat.py index 381f8891cb..d914192732 100755 --- a/tests/generateTestConfig/example_jakstat.py +++ b/tests/generateTestConfig/example_jakstat.py @@ -27,7 +27,7 @@ def __init__(self): self.modelOptions['kappa'] = [1.4, 0.45] self.modelOptions['pscale'] = 2 - self.solverOptions['atol'] = 1e-12 + self.solverOptions['atol'] = 1e-16 self.solverOptions['maxsteps'] = 1e4 self.solverOptions['nmaxevent'] = 10 self.solverOptions['rtol'] = 1e-12 diff --git a/tests/generateTestConfig/example_robertson.py b/tests/generateTestConfig/example_robertson.py index a6a180454e..a9a71d4db1 100755 --- a/tests/generateTestConfig/example_robertson.py +++ b/tests/generateTestConfig/example_robertson.py @@ -21,8 +21,8 @@ def __init__(self): self.modelOptions['ts'] = [0.0, 4.0E-6, 7.030042499419172E-6, 1.2355374385909914E-5, 2.1714701757295438E-5, 3.8163819053999774E-5, 6.70733174724404E-5, 1.1788206810207238E-4, 2.071789871692485E-4, 3.641192711966091E-4, 6.39943487842423E-4, 0.0011247074791896924, 0.001976685344529533, 0.003474045495005412, 0.006105671868700933, 0.010730783181118898, 0.018859465453829577, 0.03314571091418737, 0.05825393910004978, 0.10238191690798133, 0.17993730675877775, 0.31624172843630804, 0.5557981977492555, 0.97682123781946, 1.7167737040515112, 3.017248025341849, 5.302845462360432, 9.319807242061488, 16.37966024952171, 28.787426920046055, 50.59420867421183, 88.91985930104782, 156.27759748218483, 274.6595380017199, 482.71705625573054, 848.380355168077, 1491.0374881259752, 2620.5142274381983, 4605.5815973057925, 8094.358590900622, 14225.921224892543, 25002.207701095904, 43941.64567950229, 77227.90915533014, 135728.87087581318, 238544.93266378547, 419245.253661875, 736827.9877306866, 1294983.017127056, 2275946.411607322, 4000000.0] self.modelOptions['pscale'] = 2 - self.solverOptions['atol'] = 1e-6 - self.solverOptions['rtol'] = 1e-4 + self.solverOptions['atol'] = 1e-12 + self.solverOptions['rtol'] = 1e-8 self.solverOptions['sens_ind'] = [] self.solverOptions['sensi'] = 0 self.solverOptions['sensi_meth'] = 1 @@ -43,6 +43,28 @@ def writeSensiForward(filename): ex.writeToFile(filename, '/model_robertson/sensiforward/') +def writeSensiForwardDense(filename): + ex = ExampleRobertson() + + ex.solverOptions['sens_ind'] = np.arange(0, ex.numP) + ex.solverOptions['sensi'] = 1 + ex.solverOptions['linsol'] = 1 + + ex.writeToFile(filename, '/model_robertson/sensiforwarddense/') + + +def writeSensiForwardSPBCG(filename): + ex = ExampleRobertson() + + ex.solverOptions['sens_ind'] = np.arange(0, ex.numP) + ex.solverOptions['sensi'] = 1 + ex.solverOptions['linsol'] = 7 + ex.solverOptions['atol'] = 1e-14 + ex.solverOptions['rtol'] = 1e-12 + + ex.writeToFile(filename, '/model_robertson/sensiforwardSPBCG/') + + def main(): if len(sys.argv) < 2: print("Error: Must provide output file as first and only argument.") @@ -51,6 +73,8 @@ def main(): writeNoSensi(filename) writeSensiForward(filename) + writeSensiForwardDense(filename) + writeSensiForwardSPBCG(filename) if __name__ == "__main__": diff --git a/tests/generateTestConfigurationForExamples.sh b/tests/generateTestConfigurationForExamples.sh index c30a2fdd4d..578228ee31 100755 --- a/tests/generateTestConfigurationForExamples.sh +++ b/tests/generateTestConfigurationForExamples.sh @@ -19,3 +19,4 @@ cd ${AMICI_PATH}/tests/generateTestConfig ./example_neuron.py ${TEST_FILE} ./example_robertson.py ${TEST_FILE} ./example_steadystate.py ${TEST_FILE} +./example_calvetti.py ${TEST_FILE} diff --git a/tests/testModels.py b/tests/testModels.py index eb12f2e986..bf11007d46 100755 --- a/tests/testModels.py +++ b/tests/testModels.py @@ -98,6 +98,13 @@ def assert_fun(x): assert_fun, atol=1e-5, rtol=1e-3 ) + elif model_name == 'model_robertson' and \ + case == 'sensiforwardSPBCG': + verify_simulation_results( + rdata, expected_results[subTest][case]['results'], + assert_fun, + atol=1e-3, rtol=1e-3 + ) else: verify_simulation_results( rdata, expected_results[subTest][case]['results'], @@ -108,7 +115,10 @@ def assert_fun(x): case == 'sensiforwarderrorint': edata = amici.amici.ExpData(self.model.get()) - if edata and model_name != 'model_neuron_o2': + if edata and model_name != 'model_neuron_o2' and not ( + model_name == 'model_robertson' and + case == 'sensiforwardSPBCG' + ): # Test runAmiciSimulations: ensure running twice # with same ExpData yields same results if isinstance(edata, amici.amici.ExpData): @@ -159,7 +169,7 @@ def verify_simulation_results(rdata, expected_results, assert_fun, for subfield in ['J', 'xdot']: check_results(rdata, subfield, expected_results[field][subfield][()], - assert_fun, 0, 2) + assert_fun, 1e-8, 1e-8) else: if field == 's2llh': check_results(rdata, field, expected_results[field][()],