diff --git a/.github/workflows/benchmark.yml b/.github/workflows/benchmark.yml index 1379485e74..06bf52a7e5 100644 --- a/.github/workflows/benchmark.yml +++ b/.github/workflows/benchmark.yml @@ -74,6 +74,7 @@ jobs: source .venv-${{ matrix.python-version }}/bin/activate python -m pip install --upgrade pip pip install -r devtools/dev-requirements.txt + pip install matplotlib==3.9.2 - name: Benchmark with pytest-benchmark (PR) if: env.has_changes == 'true' diff --git a/.github/workflows/cache_dependencies.yml b/.github/workflows/cache_dependencies.yml index 661cec4df1..dd648d78f4 100644 --- a/.github/workflows/cache_dependencies.yml +++ b/.github/workflows/cache_dependencies.yml @@ -41,7 +41,7 @@ jobs: source .venv-${{ matrix.python-version }}/bin/activate python -m pip install --upgrade pip pip install -r devtools/dev-requirements.txt - pip install matplotlib==3.7.2 + pip install matplotlib==3.9.2 - name: Cache Python environment id: cache-env diff --git a/.github/workflows/changelog_update.yml b/.github/workflows/changelog_update.yml new file mode 100644 index 0000000000..78ca014c42 --- /dev/null +++ b/.github/workflows/changelog_update.yml @@ -0,0 +1,35 @@ +name: Check changelog updated + +on: + pull_request: + branches: + - master + types: [opened, synchronize, labeled, unlabeled] + +jobs: + check_changelog_updated: + runs-on: ubuntu-latest + steps: + - name: Filter changes + id: changes + uses: dorny/paths-filter@v3 + with: + filters: | + has_changes: + - 'desc/**' + - 'requirements.txt' + - 'requirements_conda.yml' + - '.github/workflows/changelog_update.yml' + + - name: Check for relevant changes + id: check_changes + run: echo "has_changes=${{ steps.changes.outputs.has_changes }}" >> $GITHUB_ENV + + - uses: actions/checkout@v4 + + - if: ${{ !contains(github.event.pull_request.labels.*.name, 'skip_changelog') && env.has_changes == 'true'}} + uses: danieljimeneznz/ensure-files-changed@v4.1.1 + with: + require-changes-to: | + CHANGELOG.md + token: ${{ secrets.GITHUB_TOKEN }} diff --git a/.github/workflows/jax_tests.yml b/.github/workflows/jax_tests.yml index 8e6c0da5a8..9749dc42a8 100644 --- a/.github/workflows/jax_tests.yml +++ b/.github/workflows/jax_tests.yml @@ -35,7 +35,6 @@ jobs: sed -i '1i\jax[cpu] == ${{ matrix.jax-version }}' ./requirements.txt cat ./requirements.txt pip install -r ./devtools/dev-requirements.txt - pip install matplotlib==3.7.2 - name: Verify dependencies run: | python --version diff --git a/.github/workflows/notebook_tests.yml b/.github/workflows/notebook_tests.yml index 1ceccb8ac1..78cd39f905 100644 --- a/.github/workflows/notebook_tests.yml +++ b/.github/workflows/notebook_tests.yml @@ -67,7 +67,7 @@ jobs: source .venv-${{ matrix.python-version }}/bin/activate python -m pip install --upgrade pip pip install -r devtools/dev-requirements.txt - pip install matplotlib==3.7.2 + pip install matplotlib==3.9.2 - name: Test notebooks with pytest and nbmake if: env.has_changes == 'true' diff --git a/.github/workflows/regression_tests.yml b/.github/workflows/regression_tests.yml index ed13617be4..540fc2ab48 100644 --- a/.github/workflows/regression_tests.yml +++ b/.github/workflows/regression_tests.yml @@ -66,7 +66,7 @@ jobs: source .venv-${{ matrix.python-version }}/bin/activate python -m pip install --upgrade pip pip install -r devtools/dev-requirements.txt - pip install matplotlib==3.7.2 + pip install matplotlib==3.9.2 - name: Set Swap Space if: env.has_changes == 'true' diff --git a/.github/workflows/unit_tests.yml b/.github/workflows/unit_tests.yml index 54075f0892..1ce8b55c7a 100644 --- a/.github/workflows/unit_tests.yml +++ b/.github/workflows/unit_tests.yml @@ -72,7 +72,7 @@ jobs: source .venv-${{ matrix.combos.python_version }}/bin/activate python -m pip install --upgrade pip pip install -r devtools/dev-requirements.txt - pip install matplotlib==3.7.2 + pip install matplotlib==3.9.2 - name: Set Swap Space if: env.has_changes == 'true' diff --git a/.github/workflows/weekly_tests.yml b/.github/workflows/weekly_tests.yml index 2fb309bd8a..b1ac1e5614 100644 --- a/.github/workflows/weekly_tests.yml +++ b/.github/workflows/weekly_tests.yml @@ -26,6 +26,7 @@ jobs: run: | python -m pip install --upgrade pip pip install -r devtools/dev-requirements.txt + pip install matplotlib==3.9.2 - name: Set Swap Space uses: pierotofy/set-swap-space@master with: diff --git a/CHANGELOG.md b/CHANGELOG.md index 931e5621d4..58671a6bb4 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -2,12 +2,24 @@ Changelog ========= New Features -- Add ``from_input_file`` method to ``Equilibrium`` class to generate an ``Equilibrium`` object with boundary, profiles, resolution and flux specified in a given DESC or VMEC input file +- Adds ``from_input_file`` method to ``Equilibrium`` class to generate an ``Equilibrium`` object with boundary, profiles, resolution and flux specified in a given DESC or VMEC input file +- Adds function ``solve_regularized_surface_current`` to ``desc.magnetic_fields`` module that implements the REGCOIL algorithm (Landreman, (2017)) for surface current normal field optimization + * Can specify the tuple ``current_helicity=(M_coil, N_coil)`` to determine if resulting contours correspond to helical topology (both ``(M_coil, N_coil)`` not equal to 0), modular (``N_coil`` equal to 0 and ``M_coil`` nonzero) or windowpane/saddle (``M_coil`` and ``N_coil`` both zero) + * ``M_coil`` is the number of poloidal transits a coil makes before returning to itself, while ``N_coil`` is the number of toroidal transits a coil makes before returning to itself (this is sort of like the QS ``helicity``) + * if multiple values of the regularization parameter are input, will return a family of surface current fields (as a list) corresponding to the solution at each regularization value +- Adds method ``to_CoilSet`` to ``FourierCurrentPotentialField`` which implements a coil cutting algorithm to discretize the surface current into coils + * works for both modular and helical coils +- Adds a new objective ``SurfaceCurrentRegularization`` (which minimizes ``w*|K|``, the regularization term from surface current in the REGCOIL algorithm, with `w` being the objective weight which act as the regularization parameter) + * use of both this and the ``QuadraticFlux`` objective allows for REGCOIL solutions to be obtained through the optimization framework, and combined with other objectives as well. +- Changes local area weighting of Bn in QuadraticFlux objective to be the square root of the local area element (Note that any existing optimizations using this objective may need different weights to achieve the same result now.) +- Adds a new tutorial showing how to use``REGCOIL`` features. Bug Fixes - Fixes bug that occurs when taking the gradient of ``root`` and ``root_scalar`` with newer versions of JAX (>=0.4.34) and unpins the JAX version +- Changes ``FixLambdaGauge`` constraint to now enforce zero flux surface average for lambda, instead of enforcing lambda(rho,0,0)=0 as it was incorrectly doing before. +- Fixes bug in ``softmin/softmax`` implementation. v0.12.3 diff --git a/desc/backend.py b/desc/backend.py index 17f866871b..768a39323d 100644 --- a/desc/backend.py +++ b/desc/backend.py @@ -65,7 +65,7 @@ ) ) -if use_jax: # noqa: C901 - FIXME: simplify this, define globally and then assign? +if use_jax: # noqa: C901 from jax import custom_jvp, jit, vmap imap = jax.lax.map @@ -76,7 +76,7 @@ from jax.numpy.fft import irfft, rfft, rfft2 from jax.scipy.fft import dct, idct from jax.scipy.linalg import block_diag, cho_factor, cho_solve, qr, solve_triangular - from jax.scipy.special import gammaln, logsumexp + from jax.scipy.special import gammaln from jax.tree_util import ( register_pytree_node, tree_flatten, @@ -445,7 +445,7 @@ def tangent_solve(g, y): qr, solve_triangular, ) - from scipy.special import gammaln, logsumexp # noqa: F401 + from scipy.special import gammaln # noqa: F401 from scipy.special import softmax as softargmax # noqa: F401 trapezoid = np.trapezoid if hasattr(np, "trapezoid") else np.trapz diff --git a/desc/basis.py b/desc/basis.py index 6dc88c5e66..fac612c723 100644 --- a/desc/basis.py +++ b/desc/basis.py @@ -1098,13 +1098,13 @@ def evaluate( if not len(modes): return np.array([]).reshape((len(nodes), 0)) - # TODO: avoid duplicate calculations when mixing derivatives + # TODO(#1243): avoid duplicate calculations when mixing derivatives r, t, z = nodes.T l, m, n = modes.T lm = modes[:, :2] if unique: - # TODO: can avoid this here by using grid.unique_idx etc + # TODO(#1243): can avoid this here by using grid.unique_idx etc # and adding unique_modes attributes to basis _, ridx, routidx = np.unique( r, return_index=True, return_inverse=True, axis=0 @@ -1364,7 +1364,6 @@ def polyval_vec(p, x, prec=None): def _polyval_exact(p, x, prec): p = np.atleast_2d(p) x = np.atleast_1d(x).flatten() - # TODO: possibly multithread this bit mpmath.mp.dps = prec y = np.array([np.asarray(mpmath.polyval(list(pi), x)) for pi in p]) return y.astype(float) @@ -1440,7 +1439,9 @@ def zernike_radial_coeffs(l, m, exact=True): # hence they are all integers. So, we can use exact arithmetic with integer # division instead of floating point division. # [1]https://en.wikipedia.org/wiki/Zernike_polynomials#Other_representations - coeffs[ii, s] = ((-1) ** ((ll - s) // 2) * factorial((ll + s) // 2)) // ( + coeffs[ii, s] = ( + int((-1) ** ((ll - s) // 2)) * factorial((ll + s) // 2) + ) // ( factorial((ll - s) // 2) * factorial((s + mm) // 2) * factorial((s - mm) // 2) diff --git a/desc/batching.py b/desc/batching.py index 129ef7ec38..ec45b29aa5 100644 --- a/desc/batching.py +++ b/desc/batching.py @@ -102,7 +102,6 @@ def f_(carry, x): return res_append -# TODO in_axes a la vmap? def _scanmap(fun, scan_fun, argnums=0): """A helper function to wrap f with a scan_fun.""" diff --git a/desc/coils.py b/desc/coils.py index ea0da348a5..dcf4eaf344 100644 --- a/desc/coils.py +++ b/desc/coils.py @@ -1633,7 +1633,14 @@ def compute_magnetic_vector_potential( @classmethod def linspaced_angular( - cls, coil, current=None, axis=[0, 0, 1], angle=2 * np.pi, n=10, endpoint=False + cls, + coil, + current=None, + axis=[0, 0, 1], + angle=2 * np.pi, + n=10, + endpoint=False, + check_intersection=True, ): """Create a CoilSet by repeating a coil at equal spacing around the torus. @@ -1651,6 +1658,8 @@ def linspaced_angular( Number of copies of original coil. endpoint : bool Whether to include a coil at final rotation angle. Default = False. + check_intersection : bool + whether to check the resulting coilsets for intersecting coils. """ assert isinstance(coil, _Coil) and not isinstance(coil, CoilSet) @@ -1664,11 +1673,17 @@ def linspaced_angular( coili.rotate(axis=axis, angle=phi[i]) coili.current = currents[i] coils.append(coili) - return cls(*coils) + return cls(*coils, check_intersection=check_intersection) @classmethod def linspaced_linear( - cls, coil, current=None, displacement=[2, 0, 0], n=4, endpoint=False + cls, + coil, + current=None, + displacement=[2, 0, 0], + n=4, + endpoint=False, + check_intersection=True, ): """Create a CoilSet by repeating a coil at equal spacing in a straight line. @@ -1685,6 +1700,8 @@ def linspaced_linear( Number of copies of original coil. endpoint : bool Whether to include a coil at final displacement location. Default = False. + check_intersection : bool + whether to check the resulting coilsets for intersecting coils. """ assert isinstance(coil, _Coil) and not isinstance(coil, CoilSet) @@ -1699,10 +1716,10 @@ def linspaced_linear( coili.translate(a[i] * displacement) coili.current = currents[i] coils.append(coili) - return cls(*coils) + return cls(*coils, check_intersection=check_intersection) @classmethod - def from_symmetry(cls, coils, NFP=1, sym=False): + def from_symmetry(cls, coils, NFP=1, sym=False, check_intersection=True): """Create a coil group by reflection and symmetry. Given coils over one field period, repeat coils NFP times between @@ -1721,6 +1738,8 @@ def from_symmetry(cls, coils, NFP=1, sym=False): sym : bool (optional) Whether to enforce stellarator symmetry. If True, the coils will be duplicated 2*NFP times. Default = False. + check_intersection : bool + whether to check the resulting coilsets for intersecting coils. Returns ------- @@ -1763,7 +1782,7 @@ def from_symmetry(cls, coils, NFP=1, sym=False): rotated_coils.rotate(axis=[0, 0, 1], angle=2 * jnp.pi * k / NFP) coilset += rotated_coils - return cls(*coilset) + return cls(*coilset, check_intersection=check_intersection) @classmethod def from_makegrid_coilfile(cls, coil_file, method="cubic", check_intersection=True): @@ -1901,8 +1920,8 @@ def save_in_makegrid_format(self, coilsFilename, NFP=None, grid=None): if None, will default to the coil compute functions's default grid """ - # TODO: name each group based off of CoilSet name? - # TODO: have CoilGroup be automatically assigned based off of + # TODO(#1376): name each group based off of CoilSet name? + # TODO(#1376): have CoilGroup be automatically assigned based off of # CoilSet if current coilset is a collection of coilsets? NFP = 1 if NFP is None else NFP @@ -2697,7 +2716,7 @@ def insert(self, i, new_item): self._coils.insert(i, new_item) @classmethod - def from_makegrid_coilfile( # noqa: C901 - FIXME: simplify this + def from_makegrid_coilfile( # noqa: C901 cls, coil_file, method="cubic", ignore_groups=False, check_intersection=True ): """Create a MixedCoilSet of SplineXYZCoils from a MAKEGRID coil txtfile. diff --git a/desc/compute/_geometry.py b/desc/compute/_geometry.py index 662413501b..1884f3e67b 100644 --- a/desc/compute/_geometry.py +++ b/desc/compute/_geometry.py @@ -194,7 +194,7 @@ def _A_of_z(params, transforms, profiles, data, **kwargs): data=["Z", "n_rho", "e_theta|r,p", "rho"], parameterization=["desc.geometry.surface.FourierRZToroidalSurface"], resolution_requirement="rt", # just need max(rho) near 1 - # FIXME: Add source grid requirement once omega is nonzero. + # TODO(#568): Add source grid requirement once omega is nonzero. ) def _A_of_z_FourierRZToroidalSurface(params, transforms, profiles, data, **kwargs): # Denote any vector v = [vᴿ, v^ϕ, vᶻ] with a tuple of its contravariant components. @@ -213,7 +213,7 @@ def _A_of_z_FourierRZToroidalSurface(params, transforms, profiles, data, **kwarg line_integrals( transforms["grid"], data["Z"] * n[:, 2] * safenorm(data["e_theta|r,p"], axis=-1), - # FIXME: Works currently for omega = zero, but for nonzero omega + # TODO(#568): Works currently for omega = zero, but for nonzero omega # we need to integrate over theta at constant phi. # Should be simple once we have coordinate mapping and source grid # logic from GitHub pull request #1024. @@ -449,7 +449,7 @@ def _perimeter_of_z(params, transforms, profiles, data, **kwargs): line_integrals( transforms["grid"], safenorm(data["e_theta|r,p"], axis=-1), - # FIXME: Works currently for omega = zero, but for nonzero omega + # TODO(#568): Works currently for omega = zero, but for nonzero omega # we need to integrate over theta at constant phi. # Should be simple once we have coordinate mapping and source grid # logic from GitHub pull request #1024. diff --git a/desc/compute/_omnigenity.py b/desc/compute/_omnigenity.py index db37766882..2355a6fcb4 100644 --- a/desc/compute/_omnigenity.py +++ b/desc/compute/_omnigenity.py @@ -47,7 +47,7 @@ def fitfun(x): return data -# TODO: do math to change definition of nu so that we can just use B_zeta_mn here +# TODO (#568): do math to change definition of nu so that we can just use B_zeta_mn here @register_compute_fun( name="B_phi_mn", label="B_{\\phi, m, n}", @@ -63,7 +63,7 @@ def fitfun(x): data=["B_phi|r,t"], resolution_requirement="tz", grid_requirement={"is_meshgrid": True}, - aliases="B_zeta_mn", # TODO: remove when phi != zeta + aliases="B_zeta_mn", # TODO(#568): remove when phi != zeta M_booz="int: Maximum poloidal mode number for Boozer harmonics. Default 2*eq.M", N_booz="int: Maximum toroidal mode number for Boozer harmonics. Default 2*eq.N", ) diff --git a/desc/compute/_profiles.py b/desc/compute/_profiles.py index 65bca54b59..f2fde0c158 100644 --- a/desc/compute/_profiles.py +++ b/desc/compute/_profiles.py @@ -1378,7 +1378,7 @@ def _iota_num_rrr(params, transforms, profiles, data, **kwargs): - beta * data["sqrt(g)_rrr"], data["sqrt(g)"], ), - # Todo: axis limit of beta_rrr + # TODO(#587): axis limit of beta_rrr # Computed with four applications of l’Hôpital’s rule. # Requires sqrt(g)_rrrr and fourth derivatives of basis vectors. jnp.nan, @@ -1656,7 +1656,7 @@ def _iota_den_rrr(params, transforms, profiles, data, **kwargs): - gamma * data["sqrt(g)_rrr"], data["sqrt(g)"], ), - # Todo: axis limit + # TODO(#587): axis limit # Computed with four applications of l’Hôpital’s rule. # Requires sqrt(g)_rrrr and fourth derivatives of basis vectors. jnp.nan, @@ -1713,7 +1713,7 @@ def _q(params, transforms, profiles, data, **kwargs): return data -# TODO: add K(rho,theta,zeta)*grad(rho) term +# TODO (#1381): add K(rho,theta,zeta)*grad(rho) term @register_compute_fun( name="I", label="I", diff --git a/desc/compute/_stability.py b/desc/compute/_stability.py index fc773674ec..5f7f4c60d1 100644 --- a/desc/compute/_stability.py +++ b/desc/compute/_stability.py @@ -76,7 +76,7 @@ def _D_current(params, transforms, profiles, data, **kwargs): / data["|grad(psi)|"] ** 3 * dot(Xi, data["B"]) ), - # Todo: implement equivalent of equation 4.3 in desc coordinates + # TODO(#671): implement equivalent of equation 4.3 in desc coordinates jnp.nan, ) ) diff --git a/desc/compute/_surface.py b/desc/compute/_surface.py index d37f82337e..7ed57bf848 100644 --- a/desc/compute/_surface.py +++ b/desc/compute/_surface.py @@ -3,7 +3,7 @@ from .data_index import register_compute_fun from .geom_utils import rpz2xyz -# TODO: review when zeta no longer equals phi +# TODO(#568): review when zeta no longer equals phi @register_compute_fun( @@ -27,7 +27,7 @@ def _x_FourierRZToroidalSurface(params, transforms, profiles, data, **kwargs): R = transforms["R"].transform(params["R_lmn"]) Z = transforms["Z"].transform(params["Z_lmn"]) - # TODO: change when zeta no longer equals phi + # TODO(#568): change when zeta no longer equals phi phi = transforms["grid"].nodes[:, 2] coords = jnp.stack([R, phi, Z], axis=1) # default basis for "x" is rpz, the conversion will be done @@ -382,8 +382,8 @@ def _Phi_z_FourierCurrentPotentialField(params, transforms, profiles, data, **kw units_long="Amperes", description="Surface current potential", dim=1, - params=["params"], - transforms={"grid": [], "potential": []}, + params=[], + transforms={"grid": [], "potential": [], "params": []}, profiles=[], coordinates="tz", data=[], @@ -393,7 +393,7 @@ def _Phi_CurrentPotentialField(params, transforms, profiles, data, **kwargs): data["Phi"] = transforms["potential"]( transforms["grid"].nodes[:, 1], transforms["grid"].nodes[:, 2], - **params["params"] + **transforms["params"] ) return data @@ -405,8 +405,8 @@ def _Phi_CurrentPotentialField(params, transforms, profiles, data, **kwargs): units_long="Amperes", description="Surface current potential, poloidal derivative", dim=1, - params=["params"], - transforms={"grid": [], "potential_dtheta": []}, + params=[], + transforms={"grid": [], "potential_dtheta": [], "params": []}, profiles=[], coordinates="tz", data=[], @@ -416,7 +416,7 @@ def _Phi_t_CurrentPotentialField(params, transforms, profiles, data, **kwargs): data["Phi_t"] = transforms["potential_dtheta"]( transforms["grid"].nodes[:, 1], transforms["grid"].nodes[:, 2], - **params["params"] + **transforms["params"] ) return data @@ -428,8 +428,8 @@ def _Phi_t_CurrentPotentialField(params, transforms, profiles, data, **kwargs): units_long="Amperes", description="Surface current potential, toroidal derivative", dim=1, - params=["params"], - transforms={"grid": [], "potential_dzeta": []}, + params=[], + transforms={"grid": [], "potential_dzeta": [], "params": []}, profiles=[], coordinates="tz", data=[], @@ -439,11 +439,55 @@ def _Phi_z_CurrentPotentialField(params, transforms, profiles, data, **kwargs): data["Phi_z"] = transforms["potential_dzeta"]( transforms["grid"].nodes[:, 1], transforms["grid"].nodes[:, 2], - **params["params"] + **transforms["params"] ) return data +@register_compute_fun( + name="K^theta", + label="K^{\\theta}", + units="A/m^2", + units_long="Amperes per square meter", + description="Contravariant poloidal component of surface current density", + dim=1, + params=[], + transforms={}, + profiles=[], + coordinates="tz", + data=["Phi_z", "|e_theta x e_zeta|"], + parameterization=[ + "desc.magnetic_fields._current_potential.CurrentPotentialField", + "desc.magnetic_fields._current_potential.FourierCurrentPotentialField", + ], +) +def _K_sup_theta_CurrentPotentialField(params, transforms, profiles, data, **kwargs): + data["K^theta"] = -data["Phi_z"] * (1 / data["|e_theta x e_zeta|"]) + return data + + +@register_compute_fun( + name="K^zeta", + label="K^{\\zeta}", + units="A/m^2", + units_long="Amperes per square meter", + description="Contravariant toroidal component of surface current density", + dim=1, + params=[], + transforms={}, + profiles=[], + coordinates="tz", + data=["Phi_t", "|e_theta x e_zeta|"], + parameterization=[ + "desc.magnetic_fields._current_potential.CurrentPotentialField", + "desc.magnetic_fields._current_potential.FourierCurrentPotentialField", + ], +) +def _K_sup_zeta_CurrentPotentialField(params, transforms, profiles, data, **kwargs): + data["K^zeta"] = data["Phi_t"] * (1 / data["|e_theta x e_zeta|"]) + return data + + @register_compute_fun( name="K", label="\\mathbf{K}", @@ -456,16 +500,16 @@ def _Phi_z_CurrentPotentialField(params, transforms, profiles, data, **kwargs): transforms={}, profiles=[], coordinates="tz", - data=["Phi_t", "Phi_z", "e_theta", "e_zeta", "|e_theta x e_zeta|"], + data=["K^theta", "K^zeta", "e_theta", "e_zeta"], parameterization=[ "desc.magnetic_fields._current_potential.CurrentPotentialField", "desc.magnetic_fields._current_potential.FourierCurrentPotentialField", ], ) def _K_CurrentPotentialField(params, transforms, profiles, data, **kwargs): - data["K"] = ( - data["Phi_t"] * (1 / data["|e_theta x e_zeta|"]) * data["e_zeta"].T - ).T - (data["Phi_z"] * (1 / data["|e_theta x e_zeta|"]) * data["e_theta"].T).T + data["K"] = (data["K^zeta"] * data["e_zeta"].T).T + ( + data["K^theta"] * data["e_theta"].T + ).T return data diff --git a/desc/continuation.py b/desc/continuation.py index 966e0ca5f2..15e92ee70f 100644 --- a/desc/continuation.py +++ b/desc/continuation.py @@ -748,7 +748,6 @@ def solve_continuation( # noqa: C901 if len(deltas) > 0: if verbose > 0: print("Perturbing equilibrium") - # TODO: pass Jx if available eqp = eqfam[ii - 1].copy() objective_i = get_equilibrium_objective( eq=eqp, mode=objective, jac_chunk_size=jac_chunk_size diff --git a/desc/equilibrium/coords.py b/desc/equilibrium/coords.py index d217a51f07..186049a2f9 100644 --- a/desc/equilibrium/coords.py +++ b/desc/equilibrium/coords.py @@ -107,7 +107,7 @@ def map_coordinates( # noqa: C901 profiles = get_profiles(inbasis + basis_derivs, eq) - # TODO: make this work for permutations of in/out basis + # TODO (#1382): make this work for permutations of in/out basis if outbasis == ("rho", "theta", "zeta"): if inbasis == ("rho", "alpha", "zeta"): if "iota" in kwargs: @@ -286,7 +286,7 @@ def _distance_body(i, idx): return yg[idx] -# TODO: decide later whether to assume given phi instead of zeta. +# TODO(#568): decide later whether to assume given phi instead of zeta. def _map_PEST_coordinates( coords, L_lmn, @@ -395,7 +395,7 @@ def fixup(x, *args): return out -# TODO: decide later whether to assume given phi instead of zeta. +# TODO(#568): decide later whether to assume given phi instead of zeta. def _map_clebsch_coordinates( coords, iota, @@ -766,7 +766,7 @@ def get_rtz_grid( return desc_grid -# TODO: deprecated, remove eventually +# TODO(#1383): deprecated, remove eventually def compute_theta_coords( eq, flux_coords, L_lmn=None, tol=1e-6, maxiter=20, full_output=False, **kwargs ): diff --git a/desc/equilibrium/equilibrium.py b/desc/equilibrium/equilibrium.py index 83ab0af6e0..560ed9ead8 100644 --- a/desc/equilibrium/equilibrium.py +++ b/desc/equilibrium/equilibrium.py @@ -1443,7 +1443,6 @@ def axis(self, new): @property def spectral_indexing(self): """str: Type of indexing used for the spectral basis.""" - # TODO: allow this to change? return self._spectral_indexing @property @@ -1972,8 +1971,6 @@ def from_near_axis( raise ValueError("Input must be a pyQSC or pyQIC solution.") from e rho, _ = special.js_roots(L, 2, 2) - # TODO: could make this an OCS grid to improve fitting, need to figure out - # how concentric grids work with QSC grid = LinearGrid(rho=rho, theta=ntheta, zeta=na_eq.phi, NFP=na_eq.nfp) basis_R = FourierZernikeBasis( L=L, diff --git a/desc/equilibrium/initial_guess.py b/desc/equilibrium/initial_guess.py index f2f39915f5..7d9a91404d 100644 --- a/desc/equilibrium/initial_guess.py +++ b/desc/equilibrium/initial_guess.py @@ -20,7 +20,7 @@ from desc.utils import copy_coeffs, warnif -def set_initial_guess(eq, *args, ensure_nested=True): # noqa: C901 - FIXME: simplify +def set_initial_guess(eq, *args, ensure_nested=True): # noqa: C901 """Set the initial guess for the flux surfaces, eg R_lmn, Z_lmn, L_lmn. Parameters diff --git a/desc/equilibrium/utils.py b/desc/equilibrium/utils.py index 19169cb5c0..b597fd149e 100644 --- a/desc/equilibrium/utils.py +++ b/desc/equilibrium/utils.py @@ -146,7 +146,7 @@ def parse_axis(axis, NFP=1, sym=True, surface=None): name="axis", ) elif axis is None: # use the center of surface - # TODO: make this method of surface, surface.get_axis()? + # TODO (#1384): make this method of surface, surface.get_axis()? if isinstance(surface, FourierRZToroidalSurface): axis = FourierRZCurve( R_n=surface.R_lmn[np.where(surface.R_basis.modes[:, 1] == 0)], @@ -160,7 +160,7 @@ def parse_axis(axis, NFP=1, sym=True, surface=None): NFP=NFP, ) elif isinstance(surface, ZernikeRZToroidalSection): - # FIXME: include m=0 l!=0 modes + # TODO (#782): include m=0 l!=0 modes axis = FourierRZCurve( R_n=surface.R_lmn[ np.where( diff --git a/desc/geometry/surface.py b/desc/geometry/surface.py index c96e9b8615..f6350ea210 100644 --- a/desc/geometry/surface.py +++ b/desc/geometry/surface.py @@ -339,7 +339,7 @@ def from_input_file(cls, path, **kwargs): ) return surf - # TODO: add k value for number of rotations per field period + # TODO (#1385): add k value for number of rotations per field period @classmethod def from_qp_model( cls, diff --git a/desc/grid.py b/desc/grid.py index 2d71d861cb..ba0c8ec1a7 100644 --- a/desc/grid.py +++ b/desc/grid.py @@ -22,7 +22,6 @@ class _Grid(IOAble, ABC): """Base class for collocation grids.""" - # TODO: calculate weights automatically using voronoi / delaunay triangulation _io_attrs_ = [ "_L", "_M", diff --git a/desc/input_reader.py b/desc/input_reader.py index 784411b198..a6241c13ac 100644 --- a/desc/input_reader.py +++ b/desc/input_reader.py @@ -137,7 +137,7 @@ def _get_parser_(self): """ return get_parser() - def parse_inputs(self, fname=None): # noqa: C901 - FIXME: simplify this + def parse_inputs(self, fname=None): # noqa: C901 """Read input from DESC input file; converts from VMEC input if necessary. Parameters @@ -386,7 +386,6 @@ def parse_inputs(self, fname=None): # noqa: C901 - FIXME: simplify this if match: inputs["bdry_mode"] = words[0].lower() flag = True - # TODO: set bdry_mode automatically based on bdry coeffs # coefficient indices match = re.search(r"l\s*:\s*" + num_form, command, re.IGNORECASE) @@ -970,7 +969,7 @@ def vmec_to_desc_input(vmec_fname, desc_fname): InputReader.write_desc_input(desc_fname, inputs, header) @staticmethod - def parse_vmec_inputs(vmec_fname, threshold=0): # noqa: C901 - FIXME: simplify this + def parse_vmec_inputs(vmec_fname, threshold=0): # noqa: C901 """Parse a VMEC input file into a dictionary of DESC inputs. Parameters diff --git a/desc/integrals/bounce_utils.py b/desc/integrals/bounce_utils.py index 656c4e588c..03f6f924e8 100644 --- a/desc/integrals/bounce_utils.py +++ b/desc/integrals/bounce_utils.py @@ -83,7 +83,7 @@ def _check_spline_shape(knots, g, dg_dz, pitch_inv=None): to that field line. """ - errorif(knots.ndim != 1, msg=f"knots should be 1d; got shape {knots.shape}.") + errorif(knots.ndim != 1, msg=f"knots should be 1d, got shape {knots.shape}.") errorif( g.shape[-2] != (knots.size - 1), msg=( @@ -390,7 +390,8 @@ def loop(z): # over num well axis ) result = jnp.moveaxis( - # TODO: Use batch_size arg of imap after increasing JAX version requirement. + # TODO (#1386): Use batch_size arg of imap after + # increasing JAX version requirement. imap(loop, (jnp.moveaxis(z1, -1, 0), jnp.moveaxis(z2, -1, 0)))[1], source=0, destination=-1, diff --git a/desc/integrals/interp_utils.py b/desc/integrals/interp_utils.py index c00506fce8..db652df325 100644 --- a/desc/integrals/interp_utils.py +++ b/desc/integrals/interp_utils.py @@ -82,7 +82,7 @@ def polyval_vec(*, x, c): ) -# TODO: Eventually do a PR to move this stuff into interpax. +# TODO (#1388): Eventually do a PR to move this stuff into interpax. def _subtract_last(c, k): diff --git a/desc/integrals/surface_integral.py b/desc/integrals/surface_integral.py index 944a711904..54cfdabe1b 100644 --- a/desc/integrals/surface_integral.py +++ b/desc/integrals/surface_integral.py @@ -8,8 +8,8 @@ from desc.grid import ConcentricGrid, LinearGrid from desc.utils import errorif, warnif -# TODO: Make the surface integral stuff objects with a callable method instead of -# returning functions. Would make simpler, allow users to actually see the +# TODO (#1389): Make the surface integral stuff objects with a callable method instead +# of returning functions. Would make simpler, allow users to actually see the # docstrings of the methods, and less bookkeeping to default to more # efficient methods on tensor product grids. @@ -227,8 +227,6 @@ def surface_integrals_map(grid, surface_label="rho", expand_out=True, tol=1e-14) ) spacing = jnp.prod(spacing, axis=1) - # Todo: Define mask as a sparse matrix once sparse matrices are no longer - # experimental in jax. if has_idx: # The ith row of masks is True only at the indices which correspond to the # ith surface. The integral over the ith surface is the dot product of the diff --git a/desc/magnetic_fields/__init__.py b/desc/magnetic_fields/__init__.py index 173b04e7ee..49115a2a3d 100644 --- a/desc/magnetic_fields/__init__.py +++ b/desc/magnetic_fields/__init__.py @@ -15,5 +15,9 @@ field_line_integrate, read_BNORM_file, ) -from ._current_potential import CurrentPotentialField, FourierCurrentPotentialField +from ._current_potential import ( + CurrentPotentialField, + FourierCurrentPotentialField, + solve_regularized_surface_current, +) from ._dommaschk import DommaschkPotentialField, dommaschk_potential diff --git a/desc/magnetic_fields/_core.py b/desc/magnetic_fields/_core.py index bc1d7bad87..29299d7a13 100644 --- a/desc/magnetic_fields/_core.py +++ b/desc/magnetic_fields/_core.py @@ -319,9 +319,11 @@ def compute_Bnormal( Returns ------- Bnorm : ndarray - The normal magnetic field to the surface given, of size grid.num_nodes. + The normal magnetic field to the surface given, as an array of + size ``grid.num_nodes``. coords: ndarray - the locations (in specified basis) at which the Bnormal was calculated + the locations (in specified basis) at which the Bnormal was calculated, + given as a ``(grid.num_nodes , 3)`` shaped array. """ calc_Bplasma = False @@ -1816,10 +1818,10 @@ def from_mgrid(cls, mgrid_file, extcur=None, method="cubic", extrap=False): ir = int(mgrid["ir"][()]) # number of grid points in the R coordinate jz = int(mgrid["jz"][()]) # number of grid points in the Z coordinate kp = int(mgrid["kp"][()]) # number of grid points in the phi coordinate - Rmin = mgrid["rmin"][()] # Minimum R coordinate (m) - Rmax = mgrid["rmax"][()] # Maximum R coordinate (m) - Zmin = mgrid["zmin"][()] # Minimum Z coordinate (m) - Zmax = mgrid["zmax"][()] # Maximum Z coordinate (m) + Rmin = mgrid["rmin"][()].filled() # Minimum R coordinate (m) + Rmax = mgrid["rmax"][()].filled() # Maximum R coordinate (m) + Zmin = mgrid["zmin"][()].filled() # Minimum Z coordinate (m) + Zmax = mgrid["zmax"][()].filled() # Maximum Z coordinate (m) nfp = int(mgrid["nfp"][()]) # Number of field periods Rgrid = np.linspace(Rmin, Rmax, ir) Zgrid = np.linspace(Zmin, Zmax, jz) @@ -1831,9 +1833,15 @@ def from_mgrid(cls, mgrid_file, extcur=None, method="cubic", extrap=False): bz = np.zeros([kp, jz, ir, nextcur]) for i in range(nextcur): coil_id = "%03d" % (i + 1,) - br[:, :, :, i] += mgrid["br_" + coil_id][()] # B_R radial magnetic field - bp[:, :, :, i] += mgrid["bp_" + coil_id][()] # B_phi toroidal field (T) - bz[:, :, :, i] += mgrid["bz_" + coil_id][()] # B_Z vertical magnetic field + br[:, :, :, i] += mgrid["br_" + coil_id][ + () + ].filled() # B_R radial magnetic field + bp[:, :, :, i] += mgrid["bp_" + coil_id][ + () + ].filled() # B_phi toroidal field (T) + bz[:, :, :, i] += mgrid["bz_" + coil_id][ + () + ].filled() # B_Z vertical magnetic field # shift axes to correct order br = np.moveaxis(br, (0, 1, 2), (1, 2, 0)) @@ -1849,13 +1857,13 @@ def from_mgrid(cls, mgrid_file, extcur=None, method="cubic", extrap=False): coil_id = "%03d" % (i + 1,) ar[:, :, :, i] += mgrid["ar_" + coil_id][ () - ] # A_R radial mag. vec. potential + ].filled() # A_R radial mag. vec. potential ap[:, :, :, i] += mgrid["ap_" + coil_id][ () - ] # A_phi toroidal mag. vec. potential + ].filled() # A_phi toroidal mag. vec. potential az[:, :, :, i] += mgrid["az_" + coil_id][ () - ] # A_Z vertical mag. vec. potential + ].filled() # A_Z vertical mag. vec. potential # shift axes to correct order ar = np.moveaxis(ar, (0, 1, 2), (1, 2, 0)) @@ -2395,7 +2403,7 @@ def __init__( assert len(x_lmn) == self.x_basis.num_modes self._x_lmn = x_lmn - # TODO: should we not allow some types of helicity? + # TODO (#1390): should we not allow some types of helicity? helicity_sign = sign(helicity[0]) * sign(helicity[1]) warnif( self.helicity != (0, self.NFP * helicity_sign) diff --git a/desc/magnetic_fields/_current_potential.py b/desc/magnetic_fields/_current_potential.py index a8759155ee..5ba1320138 100644 --- a/desc/magnetic_fields/_current_potential.py +++ b/desc/magnetic_fields/_current_potential.py @@ -1,15 +1,31 @@ """Magnetic field due to sheet current on a winding surface.""" +import warnings + +import matplotlib.pyplot as plt import numpy as np +import skimage.measure +from scipy.constants import mu_0 -from desc.backend import fori_loop, jnp +from desc.backend import cho_factor, cho_solve, fori_loop, jnp from desc.basis import DoubleFourierSeries from desc.compute import rpz2xyz, rpz2xyz_vec, xyz2rpz_vec from desc.compute.utils import _compute as compute_fun +from desc.derivatives import Derivative from desc.geometry import FourierRZToroidalSurface -from desc.grid import LinearGrid -from desc.optimizable import Optimizable, optimizable_parameter -from desc.utils import copy_coeffs, errorif, setdefault, warnif +from desc.grid import Grid, LinearGrid +from desc.integrals import compute_B_plasma +from desc.optimizable import optimizable_parameter +from desc.utils import ( + Timer, + check_posint, + copy_coeffs, + dot, + errorif, + safediv, + setdefault, + warnif, +) from ._core import ( _MagneticField, @@ -35,7 +51,8 @@ class CurrentPotentialField(_MagneticField, FourierRZToroidalSurface): potential : callable function to compute the current potential. Should have a signature of the form potential(theta,zeta,**params) -> ndarray. - theta,zeta are poloidal and toroidal angles on the surface + theta,zeta are poloidal and toroidal angles on the surface. + Assumed to have units of Amperes. potential_dtheta: callable function to compute the theta derivative of the current potential potential_dzeta: callable @@ -113,6 +130,7 @@ def __init__( check_orientation=check_orientation, ) + # TODO: make this an optimizable parameter so the potential may be optimized @property def params(self): """Dict of parameters to pass to potential function and its derivatives.""" @@ -342,9 +360,7 @@ def from_surface( ) -class FourierCurrentPotentialField( - _MagneticField, FourierRZToroidalSurface, Optimizable -): +class FourierCurrentPotentialField(_MagneticField, FourierRZToroidalSurface): """Magnetic field due to a surface current potential on a toroidal surface. Surface current K is assumed given by @@ -360,22 +376,23 @@ class FourierCurrentPotentialField( and is given as a secular linear term in theta/zeta and a double Fourier series in theta/zeta. - This function then uses biot-savart to find the B field from this current + This class then uses biot-savart to find the B field from this current density K on the surface. Parameters ---------- Phi_mn : ndarray Fourier coefficients of the double FourierSeries part of the current potential. + Has units of Amperes. modes_Phi : array-like, shape(k,2) Poloidal and Toroidal mode numbers corresponding to passed-in Phi_mn coefficients. I : float Net current linking the plasma and the surface toroidally - Denoted I in the algorithm + Denoted I in the algorithm, has units of Amperes. G : float Net current linking the plasma and the surface poloidally - Denoted G in the algorithm + Denoted G in the algorithm, has units of Amperes. NOTE: a negative G will tend to produce a positive toroidal magnetic field B in DESC, as in DESC the poloidal angle is taken to be positive and increasing when going in the clockwise direction, which with the @@ -744,6 +761,184 @@ def from_surface( check_orientation=False, ) + def to_CoilSet( # noqa: C901 - FIXME: simplify this + self, + num_coils, + step=1, + spline_method="cubic", + show_plots=False, + npts=128, + stell_sym=False, + plot_kwargs={"figsize": (8, 6)}, + ): + """Find helical or modular coils from this surface current potential. + + Surface current K is assumed given by + + K = n x ∇ Φ + + Φ(θ,ζ) = Φₛᵥ(θ,ζ) + Gζ/2π + Iθ/2π + + where n is the winding surface unit normal, Φ is the current potential + function, which is a function of theta and zeta, and is given as a + secular linear term in theta (I) and zeta (G) and a double Fourier + series in theta/zeta. + + NOTE: The function is not jit/AD compatible + + Parameters + ---------- + num_coils : int, optional + Number of coils to discretize the surface current with. + If the coils are modular (i.e. I=0), then this is the number of + coils per field period. If the coils are stellarator-symmetric, then this + is the number of coils per half field-period. The coils returned always + have a coil which passes through the theta=0 zeta=0 point of the surface. + step : int, optional + Amount of points to skip by when saving the coil geometry spline + by default 1, meaning that every point will be saved + if higher, less points will be saved e.g. 3 saves every 3rd point + spline_method : str, optional + method of fitting to use for the spline, by default ``"cubic"`` + see ``SplineXYZCoil`` for more info + show_plots : bool, optional, + whether to show plots of the contours chosen for coils, by default False + npts : int, optional + Number of zeta points over one field period to use to discretize the surface + when finding constant current potential contours. + stell_sym : bool + whether the coils are stellarator-symmetric or not. Defaults to False. Only + matters for modular coils (currently) + plot_kwargs : dict + dict of kwargs to use when plotting the contour plots if ``show_plots=True`` + ``figsize`` is used for the figure size, and the rest are passed to + ``plt.contourf`` + + Returns + ------- + coils : CoilSet + DESC `CoilSet` of `SplineXYZCoil` coils that are a discretization of + the surface current on the given winding surface. + + """ + check_posint(num_coils, "num_coils", False) + check_posint(step, "step", False) + check_posint(npts, "npts", False) + nfp = self.Phi_basis.NFP + + net_toroidal_current = self.I + net_poloidal_current = self.G + helicity = safediv( + net_poloidal_current, net_toroidal_current * nfp, threshold=1e-8 + ) + coil_type = "modular" if jnp.isclose(helicity, 0) else "helical" + # determine current per coil + if coil_type == "helical": + # helical coils + coil_current = jnp.abs(net_toroidal_current) / num_coils + else: # modular coils + coil_current = net_poloidal_current / num_coils / nfp + if stell_sym: # num_coils is num coils per half period, so + # need to account for the extra factor of 2 + coil_current = coil_current / 2 + assert not jnp.isclose(net_toroidal_current, 0) or not jnp.isclose( + net_poloidal_current, 0 + ), ( + "Detected both net toroidal and poloidal current are both zero, " + "this function cannot find windowpane coils" + ) + + contour_theta, contour_zeta = _find_current_potential_contours( + self, + num_coils, + npts, + show_plots, + stell_sym, + net_poloidal_current, + net_toroidal_current, + helicity, + plot_kwargs=plot_kwargs, + ) + + ################################################################ + # Find the XYZ points in real space of the coil contours + ################################################################ + + contour_X, contour_Y, contour_Z = _find_XYZ_points( + contour_theta, + contour_zeta, + self, + ) + ################################################################ + # Create CoilSet object + ################################################################ + # local imports to avoid circular imports + from desc.coils import CoilSet, SplineXYZCoil + + coils = [] + for j in range(num_coils): + if coil_type == "helical": + # helical coils + # make sure that the sign of the coil current is correct + # by dotting K with the vector along the contour + # TODO: probably could use helicity sign and just check the slope of + # the contours to see which way they are going, but this is easy for + # now and not too expensive + contour_vector = jnp.array( + [ + contour_X[j][1] - contour_X[j][0], + contour_Y[j][1] - contour_Y[j][0], + contour_Z[j][1] - contour_Z[j][0], + ] + ) + K = self.compute( + "K", + grid=Grid( + jnp.array([[0, contour_theta[j][0], contour_zeta[j][0]]]) + ), + basis="xyz", + )["K"] + current_sign = jnp.sign(jnp.dot(contour_vector, K[0, :])) + thisCurrent = current_sign * jnp.abs(coil_current) + else: + # modular coils + # make sure that the sign of the coil current is correct + # don't need to dot with K here because we know the direction + # based off the direction of the theta contour and sign of G + # (extra negative sign because a positive G -> negative toroidal B + # but we always have a right-handed coord system, and so current flowing + # in positive poloidal direction creates a positive toroidal B) + # for modular coils, easiest way to check contour direction is to see + # direction of the contour thetas + sign_of_theta_contours = jnp.sign( + contour_theta[0][-1] - contour_theta[0][0] + ) + current_sign = -sign_of_theta_contours * jnp.sign(net_poloidal_current) + thisCurrent = jnp.abs(coil_current) * current_sign + coil = SplineXYZCoil( + thisCurrent, + jnp.append(contour_X[j][0::step], contour_X[j][0]), + jnp.append(contour_Y[j][0::step], contour_Y[j][0]), + jnp.append(contour_Z[j][0::step], contour_Z[j][0]), + method=spline_method, + ) + coils.append(coil) + # check_intersection is False here as these coils by construction + # cannot intersect eachother (they are contours of the current potential + # which cannot self-intersect by definition) + # unless stell_sym is true, then the full coilset might have + # self intersection depending on if the coils cross the + # symmetry plane, in which case we will check + if coil_type == "modular": + final_coilset = CoilSet( + *coils, NFP=nfp, sym=stell_sym, check_intersection=stell_sym + ) + else: + # TODO: once winding surface curve is implemented, enforce sym for + # helical as well + final_coilset = CoilSet(*coils, check_intersection=False) + return final_coilset + def _compute_A_or_B_from_CurrentPotentialField( field, @@ -842,3 +1037,891 @@ def nfp_loop(j, f): if basis == "rpz": B = xyz2rpz_vec(B, x=coords[:, 0], y=coords[:, 1]) return B + + +def solve_regularized_surface_current( # noqa: C901 fxn too complex + field, + eq, + lambda_regularization=1e-30, + current_helicity=(1, 0), + vacuum=False, + regularization_type="regcoil", + source_grid=None, + eval_grid=None, + vc_source_grid=None, + external_field=None, + external_field_grid=None, + verbose=1, +): + """Runs REGCOIL-like algorithm to find the current potential for the surface. + + NOTE: The function is not jit/AD compatible + + Follows algorithm of [1]_ to find the current potential Phi on the surface, + given a surface current:: + + K = n x ∇ Φ + Φ(θ,ζ) = Φₛᵥ(θ,ζ) + Gζ/2π + Iθ/2π + + The algorithm minimizes the quadratic flux on the plasma surface due to the + surface current (B_Phi_SV for field from the single valued part Φₛᵥ, and + B_GI for that from the secular terms I and G), plasma current, and external + fields:: + + Bn = ∫ ∫ (B . n)^2 dA + B = B_plasma + B_external + B_Phi_SV + B_GI + + G is fixed by the equilibrium magnetic field strength, and I is determined + by the desired coil topology (given by ``current_helicity``), with zero + helicity corresponding to modular coils, and non-zero helicity corresponding + to helical coils. The algorithm then finds the single-valued part of Φ + by minimizing the quadratic flux on the plasma surface along with a + regularization term on the surface current magnitude:: + + min_Φₛᵥ ∫ ∫ (B . n)^2 dA + λ ∫ ∫ ||K||^2 dA + + where λ is the regularization parameter, smaller `lambda_regularization` + corresponds to less regularization (consequently, lower Bn error but more + complex and large surface currents) and larger `lambda_regularization` + corresponds to more regularization (consequently, higher Bn error but simpler + and smaller surface currents). + + If the ``simple`` regularization is used, the problem instead becomes:: + + min_Φₛᵥ (B . n)^2 + λ ||Φ_mn||^2 + + Parameters + ---------- + field : FourierCurrentPotentialField + ``FourierCurrentPotentialField`` to run REGCOIL algorithm with. + eq : Equilibrium + Equilibrium to minimize the quadratic flux (plus regularization) on. + lambda_regularization : float or ndarray, optional + regularization parameter, >= 0, regularizes minimization of Bn + on plasma surface with minimization of current density mag K on winding + surface i.e. larger lambda_regularization, simpler coilset and smaller + currents, but worse Bn. If a float, only runs REGCOIL for that single value + and returns a list with the single FourierCurrentPotentialField and the + associated data. + If an array is passed, will run REGCOIL for each lambda_regularization in + that array and return a list of FourierCurrentPotentialFields, and the + associated data. + current_helicity : tuple of size 2, optional + Tuple of ``(M_coil, N_coil)`` used to determine coil topology, where`` M_coil`` + is the number of poloidal transits a coil makes before closing back on itself + and ``N_coil`` is the number of toroidal transits a coil makes before + returning back to itself. + if ``N_coil`` is zero and ``M_coil`` nonzero, it corresponds to modular + coil topology. + If both ``N_coil``,``M_coil`` are nonzero, it corresponds to helical coils. + If ``N_coil``,``M_coil`` are both zero, it corresponds to windowpane coils. + The net toroidal current (when ``M_coil`` is nonzero) is set as + ``I = N_coil(G-G_ext)/M_coil`` + As an example, if helical coils which make one poloidal transit per field period + and close on themselves after one full toroidal transit are desired, that + corresponds to ``current_helicity = (1*NFP, 1)`` + vacuum : bool, optional + if True, will not include the contribution to the normal field from the + plasma currents. + regularization_type : {"simple","regcoil"} + whether to use a simple regularization based off of just the single-valued + part of Phi, or to use the full REGCOIL regularization penalizing | K | ^ 2. + Defaults to ``"regcoil"`` + source_grid : Grid, optional + Source grid upon which to evaluate the surface current when calculating + the normal field on the plasma surface. Defaults to + LinearGrid(M=max(3 * current_potential_field.M_Phi, 30), + N=max(3 * current_potential_field.N_Phi, 30), NFP=eq.NFP) + eval_grid : Grid, optional + Grid upon which to evaluate the normal field on the plasma surface, and + at which the normal field is minimized. + Defaults to + `LinearGrid(M=eq.M_grid, N=eq.N_grid, NFP=eq.NFP)` + vc_source_grid : LinearGrid + LinearGrid to use for the singular integral for the virtual casing + principle to calculate the component of the normal field from the + plasma currents. Must have endpoint=False and sym=False and be linearly + spaced in theta and zeta, with nodes only at rho=1.0 + external_field: _MagneticField, + DESC `_MagneticField` object giving the magnetic field + provided by any coils/fields external to the winding surface. + e.g. can provide a TF coilset to calculate the surface current + which is needed to minimize Bn given this external coilset providing + the bulk of the required net toroidal magnetic flux, by default None + external_field_grid : Grid, optional + Source grid with which to evaluate the external field when calculating + its contribution to the normal field on the plasma surface (if it is a type + that requires a source, like a `CoilSet` or a `CurrentPotentialField`). + By default None, which will use the default grid for the given + external field type. + verbose : int, optional + level of verbosity, if 0 will print nothing. + 1 will display Bn max,min,average and chi^2 values for each + lambda_regularization. + 2 will display jacobian timing info + + Returns + ------- + fields : list of FourierCurrentPotentialField + A FourierCurrentPotentialField with the Phi_mn set to the + optimized current potential. This is a list of length + lambda_regularization.size with the optimized fields + for each parameter value lambda_regularization. + data : dict + Dictionary with the following keys,:: + + lambda_regularization : regularization parameter the algorithm was ran + with, a array of passed-in `lambda_regularization` + corresponding to the list of `Phi_mn`. + Phi_mn : the single-valued current potential coefficients which + minimize the Bn at the given eval_grid on the plasma, subject + to regularization on the surface current magnitude governed by + lambda_regularization. + A list of arrays of length `self.Phi_basis.num_modes` if passed-in + `lambda_regularization`, + with list length `lambda_regularization.size`, corresponding to the + list of regularization parameters `lambda_regularization`. + I : float, net toroidal current (in Amperes) on the winding surface. + Governed by the `current_helicity` parameters, and is zero for + modular coils (when `p=current_helicity[0]=0`). + G : float, net poloidal current (in Amperes) on the winding surface. + Determined by the equilibrium toroidal magnetic field, as well as + the given external field. + chi^2_B : quadratic flux squared, integrated over the plasma surface. + list of float of length `lambda_regularization.size`, + corresponding to the array of `lambda_regularization` values. + chi^2_K : Current density magnitude squared, integrated over winding + surface. a list of float of length `lambda_regularization.size`, + corresponding to the array of `lambda_regularization`. + ||K|| : Current density magnitude on winding surface, evaluated at the + given `source_grid`. A list of arrays, with list length + `lambda_regularization.size`, corresponding to the array + of `lambda_regularization`. + eval_grid: Grid object that Bn was evaluated at. + source_grid: Grid object that Phi and K were evaluated at. + + References + ---------- + .. [1] Landreman, Matt. "An improved current potential method for fast computation + of stellarator coil shapes." Nuclear Fusion 57 (2017): 046003. + + """ + errorif( + len(current_helicity) != 2, + ValueError, + "current_helicity must be a length-two tuple", + ) + errorif( + any(int(hel) != hel for hel in current_helicity), + ValueError, + "Helicity values must be integer", + ) + + errorif( + regularization_type not in ["simple", "regcoil"], + ValueError, + 'regularization_type must be "simple" or "regcoil"', + ) + errorif( + not isinstance(field, FourierCurrentPotentialField), + ValueError, + "Expected FourierCurrentPotentialField for field argument, instead got type " + f"{type(field)}", + ) + warnif( + field.sym_Phi == "cos" and field.sym is True and eq.sym is True, + UserWarning, + "Detected incompatible Phi symmetry (cos) for symmetric" + " equilibrium and surface geometry, it is recommended to switch to" + " sin symmetry for Phi.", + ) + + current_potential_field = field.copy() # copy field so we can modify freely + M_coil = current_helicity[0] # poloidal transits before coil returns to itself + N_coil = current_helicity[1] # toroidal transits before coil returns to itself + + # maybe it is an EquilibriaFamily + errorif(hasattr(eq, "__len__"), ValueError, "Expected a single equilibrium") + + if vacuum: + # check if vacuum flag should be True or not + pres = np.max(np.abs(eq.compute("p")["p"])) + curr = np.max(np.abs(eq.compute("current")["current"])) + warnif( + pres > 1e-8, + UserWarning, + f"Pressure appears to be non-zero (max {pres} Pa), " + + "vacuum flag should probably be set to False.", + ) + warnif( + curr > 1e-8, + UserWarning, + f"Current appears to be non-zero (max {curr} A), " + + "vacuum flag should probably be set to False.", + ) + + data = {} + if external_field: # ensure given field is an instance of _MagneticField + assert hasattr(external_field, "compute_magnetic_field"), ( + "Expected MagneticField for argument external_field, " + f"got type {type(external_field)} " + ) + data["external_field"] = external_field + data["external_field_grid"] = external_field_grid + + if source_grid is None: + source_grid = LinearGrid( + M=max(3 * current_potential_field.M_Phi, 30), + N=max(3 * current_potential_field.N_Phi, 30), + NFP=int(eq.NFP), + ) + if eval_grid is None: + eval_grid = LinearGrid(M=eq.M_grid, N=eq.N_grid, NFP=int(eq.NFP)) + B_eq_surf = eq.compute("|B|", eval_grid)["|B|"] + # just need it for normalization, so do a simple mean + normalization_B = jnp.mean(B_eq_surf) + + data["eval_grid"] = eval_grid + data["source_grid"] = source_grid + + # plasma surface normal vector magnitude on eval grid + ne_mag = eq.compute(["|e_theta x e_zeta|"], eval_grid)["|e_theta x e_zeta|"] + # winding surface normal vector magnitude on source grid + ns_mag = current_potential_field.compute(["|e_theta x e_zeta|"], source_grid)[ + "|e_theta x e_zeta|" + ] + + # calculate net enclosed poloidal and toroidal currents + G_tot = -(eq.compute("G", grid=source_grid)["G"][0] / mu_0 * 2 * jnp.pi) + + if external_field: + G_ext = _G_from_external_field(external_field, eq, external_field_grid) + else: + G_ext = 0 + + # G needed by surface current is the total G minus the external contribution + G = G_tot - G_ext + # calculate I, net toroidal current on winding surface + if N_coil == 0 and M_coil == 0: # windowpane coils + I = G = 0 + elif N_coil == 0: # modular coils + I = 0 + elif M_coil == 0: # only toroidally closed coils, like PF coils + I = N_coil * G_tot # give some toroidal current corr. to N_coil + G = 0 # because I==0 + else: # helical coils + I = N_coil * G / M_coil + + # define functions which will be differentiated + def Bn_from_K(phi_mn, I, G): + """B from K from REGCOIL eqn 4.""" + params = current_potential_field.params_dict + params["Phi_mn"] = phi_mn + params["I"] = I + params["G"] = G + Bn, _ = current_potential_field.compute_Bnormal( + eq.surface, eval_grid=eval_grid, source_grid=source_grid, params=params + ) + return Bn + + def K(phi_mn, I, G): + params = current_potential_field.params_dict + params["Phi_mn"] = phi_mn + params["I"] = I + params["G"] = G + data = current_potential_field.compute("K", grid=source_grid, params=params) + return data["K"] + + def surfint_Ksqd(phi_mn, I, G): + K_vec = K(phi_mn, I, G) + K_mag_sqd = dot(K_vec, K_vec, axis=1) + integrand = (K_mag_sqd * ns_mag * source_grid.weights).T + return jnp.sum(integrand).squeeze() + + def surfint_Bnsqd(phi_mn, I, G): + integrand = ((Bn_from_K(phi_mn, I, G) ** 2) * ne_mag * eval_grid.weights).T + return jnp.sum(integrand).squeeze() + + if regularization_type == "regcoil": + # also need these gradients for the RHS if using regcoil regularization + # set jacobian deriv mode based on the matrix dimensions, which is the output + # size (grid nodes, which is eval_grid for Bn and 3*source_grid for K) + # by the input size (the number of Phi modes) + deriv_mode = ( + "fwd" + if eval_grid.num_nodes >= 0.5 * current_potential_field.Phi_basis.num_modes + else "rev" + ) + grad_Bn = Derivative(Bn_from_K, mode=deriv_mode).compute( + current_potential_field.Phi_mn, 0.0, 0.0 + ) + # TODO: likely can make the grad_Ksv one into a compute fxn instead of using + # JAX to compute dK/dPhimn, but this works for now + deriv_mode = ( + "fwd" + if 3 * source_grid.num_nodes + >= 0.5 * current_potential_field.Phi_basis.num_modes + else "rev" + ) + grad_Ksv = Derivative(K).compute(current_potential_field.Phi_mn, 0.0, 0.0) + + timer = Timer() + # calculate the Jacobian matrix A for Bn_SV = A*Phi_mn + timer.start("Jacobian Calculation") + if regularization_type == "regcoil": + A1 = Derivative(surfint_Bnsqd, mode="hess").compute( + current_potential_field.Phi_mn, 0.0, 0.0 + ) + A2 = Derivative(surfint_Ksqd, mode="hess").compute( + current_potential_field.Phi_mn, 0.0, 0.0 + ) + + else: + # set jacobian deriv mode based on the matrix dimensions + deriv_mode = ( + "fwd" + if eval_grid.num_nodes >= 0.5 * current_potential_field.Phi_basis.num_modes + else "rev" + ) + A = ( + Derivative(Bn_from_K).compute(current_potential_field.Phi_mn, 0.0, 0.0).T + * ne_mag + * eval_grid.weights + ).T + timer.stop("Jacobian Calculation") + if verbose > 1: + timer.disp("Jacobian Calculation") + + current_potential_field.I = float(I) + current_potential_field.G = float(G) + + # find the normal field from the secular part of the current potential + # also mutliply by necessary weights and normal vector magnitude + Bn_GI = ( + Bn_from_K(jnp.zeros_like(current_potential_field.Phi_mn), I, G) + * ne_mag + * eval_grid.weights + ) + if not vacuum: # get Bn from plasma contribution + Bn_plasma = compute_B_plasma(eq, eval_grid, vc_source_grid, normal_only=True) + Bn_plasma = Bn_plasma * ne_mag * eval_grid.weights + + else: + Bn_plasma = jnp.zeros_like(Bn_GI) # from plasma current, currently assume is 0 + # find external field's Bnormal contribution + if external_field: + Bn_ext, _ = external_field.compute_Bnormal( + eq.surface, eval_grid=eval_grid, source_grid=external_field_grid + ) + Bn_ext = Bn_ext * ne_mag * eval_grid.weights + + else: + Bn_ext = jnp.zeros_like(Bn_GI) + + rhs = Bn_plasma + Bn_ext + Bn_GI + if regularization_type == "regcoil": + rhs_B = -2 * ((grad_Bn.T * rhs).T).sum(axis=0) + dotted_K_d_K_d_Phimn = dot( + K( + jnp.zeros_like(current_potential_field.Phi_mn), + current_potential_field.I, + current_potential_field.G, + )[:, :, jnp.newaxis], + grad_Ksv, + axis=1, + ) + rhs_K = -2 * (dotted_K_d_K_d_Phimn.T * ns_mag * source_grid.weights).T.sum( + axis=0 + ) + lambda_regularizations = np.atleast_1d(lambda_regularization) + + chi2Bs = [] + chi2Ks = [] + K_mags = [] + phi_mns = [] + Bn_arrs = [] + fields = [] + + # calculate the Phi_mn which minimizes + # (chi^2_B + lambda_regularization*chi^2_K) for each lambda_regularization + # pre-calculate the SVD + if regularization_type == "simple": + u, s, vh = jnp.linalg.svd(A, full_matrices=False) + s_uT = (u * s).T + s_uT_b = -s_uT @ rhs + vht = vh.T + + for lambda_regularization in lambda_regularizations: + printstring = ( + "Calculating Phi_SV for " + + f"lambda_regularization = {lambda_regularization:1.5e}" + ) + if verbose > 0: + print( + "#" * len(printstring) + + "\n" + + printstring + + "\n" + + "#" * len(printstring) + ) + + if regularization_type == "simple": + # calculate Phi_mn with SVD inverse plus the regularization + phi_mn_opt = vht @ ((1 / (s**2 + lambda_regularization)) * s_uT_b) + else: + # solve linear system + matrix = A1 + lambda_regularization * A2 + rhs = rhs_B + lambda_regularization * rhs_K + cho_fac_c_and_lower = cho_factor(matrix) + phi_mn_opt = cho_solve(cho_fac_c_and_lower, rhs) + if jnp.any(jnp.isnan(phi_mn_opt)): + print( + "Singular linear system encountered at " + f"lambda={lambda_regularization}, retrying with pseudoinverse" + ) + # failed to solve, likely bc matrix is singular, use lstsq instead + phi_mn_opt = jnp.linalg.lstsq(matrix, rhs)[0] + + phi_mns.append(phi_mn_opt) + + Bn_SV = Bn_from_K(phi_mn_opt, 0.0, 0.0) * ne_mag * eval_grid.weights + Bn_tot = Bn_SV + Bn_plasma + Bn_GI + Bn_ext + + chi_B = jnp.sum(Bn_tot * Bn_tot / ne_mag / eval_grid.weights) + chi2Bs.append(chi_B) + + current_potential_field.Phi_mn = phi_mn_opt + fields.append(current_potential_field.copy()) + K = current_potential_field.compute(["K"], grid=source_grid)["K"] + K_mag = jnp.linalg.norm(K, axis=-1) + chi_K = jnp.sum(K_mag * K_mag * ns_mag * source_grid.weights) + chi2Ks.append(chi_K) + K_mags.append(K_mag) + Bn_print = Bn_tot + Bn_print_normalized = Bn_tot / normalization_B + Bn_arrs.append(Bn_tot) + if verbose > 0: + units = " (T)" + printstring = f"chi^2 B = {chi_B:1.5e}" + print(printstring) + printstring = f"min Bnormal = {jnp.min(np.abs(Bn_print)):1.5e}" + printstring += units + print(printstring) + printstring = f"Max Bnormal = {jnp.max(jnp.abs(Bn_print)):1.5e}" + printstring += units + print(printstring) + printstring = f"Avg Bnormal = {jnp.mean(jnp.abs(Bn_print)):1.5e}" + printstring += units + print(printstring) + units = " (unitless)" + printstring = f"min Bnormal = {jnp.min(np.abs(Bn_print_normalized)):1.5e}" + printstring += units + print(printstring) + printstring = f"Max Bnormal = {jnp.max(jnp.abs(Bn_print_normalized)):1.5e}" + printstring += units + print(printstring) + printstring = f"Avg Bnormal = {jnp.mean(jnp.abs(Bn_print_normalized)):1.5e}" + printstring += units + print(printstring) + data["lambda_regularization"] = lambda_regularizations + data["Phi_mn"] = phi_mns + data["I"] = I + data["G"] = G + data["chi^2_B"] = chi2Bs + data["chi^2_K"] = chi2Ks + data["|K|"] = K_mags + data["Bn_total"] = Bn_arrs + + return fields, data + + +# TODO: replace contour finding with optimizing Winding surface curves +# once that is implemented +def _find_current_potential_contours( + surface_current_field, + num_coils, + npts=128, + show_plots=False, + stell_sym=False, + net_poloidal_current=None, + net_toroidal_current=None, + helicity=None, + plot_kwargs={}, +): + """Find contours of constant current potential (i.e. coils). + + Surface current K is assumed given by + + K = n x ∇ Φ + + Φ(θ,ζ) = Φₛᵥ(θ,ζ) + Gζ/2π + Iθ/2π + + where: + + - n is the winding surface unit normal. + - Φ is the current potential function, which is a function of theta and zeta, + and is given as a secular linear term in theta (I) and zeta (G) and a double + Fourier series in theta/zeta. + + Parameters + ---------- + surface_current_field : FourierCurrentPotentialField + Surface current potential to find contours of + num_coils : int + number of contours desired + npts : int + number of points to discretize the current potential with in the + zeta direction. The discretization in theta will be proportional to this. + The discretized current potential is then passed to the + ``skimage.measure.find_contours`` which finds contours using a + marching squares algorithm. + show_plots : bool, optional + whether to plot the contours, useful for debugging or seeing why contour finding + fails, by default False + stell_sym : bool, optional + if the modular coilset has stellarator symmetry, by default False. + Does nothing for helical coils. + net_poloidal_current, net_toroidal_current : float, optional + the net poloidal (toroidal) current flowing on the surface. If None, will + attempt to infer from the given surface_current_field's attributes. + helicity : int, optional + the helicity of the coil currents, should be consistent with the passed-in + net currents. If None, will use the correct ratio of net poloidal and net + toroidal currents. + plot_kwargs : tuple + figsize to pass to matplotlib figure call, to control size of figure + if ``show_plots=True`` + + Returns + ------- + contour_theta, contour_zeta: list of 1D arrays + list of length num_coils containing arrays of the theta + and zeta values describing each contour found. + + """ + ################################################################ + # find current helicity + ################################################################ + # we know that I = -(G - G_ext) / (helicity * NFP) + # if net_toroidal_current is zero, then we have modular coils, + # and just make helicity zero + net_poloidal_current = setdefault( + net_poloidal_current, surface_current_field.G, net_poloidal_current + ) + net_toroidal_current = setdefault( + net_toroidal_current, surface_current_field.I, net_toroidal_current + ) + nfp = surface_current_field.NFP + helicity = setdefault( + helicity, + safediv(net_poloidal_current, net_toroidal_current * nfp, threshold=1e-8), + helicity, + ) + coil_type = "modular" if jnp.isclose(helicity, 0) else "helical" + dz = 2 * np.pi / nfp / npts + if coil_type == "helical": + # helical coils + zeta_full = jnp.linspace( + 0, 2 * jnp.pi / nfp, round(2 * jnp.pi / nfp / dz), endpoint=True + ) + # ensure we have always have points at least from -2pi, 2pi as depending + # on sign of I, the contours from Phi = [0, abs(I)] may have their starting + # points (the theta value at zeta=0) be positive or negative theta values, + # and we want to ensure we catch the start and end of the contours + theta0 = jnp.sign(helicity) * 2 * jnp.pi + theta1 = -jnp.sign(helicity) * (2 * np.pi * int(np.abs(helicity) + 1)) + theta_full = jnp.linspace( + theta0, + theta1, + round(abs(theta1 - theta0) / dz), + endpoint=True, + ) + + theta_full = jnp.sort(theta_full) + else: + # modular coils + theta_full = jnp.linspace(0, 2 * jnp.pi, round(2 * jnp.pi / dz)) + # we start below 0 for zeta to allow for contours which may go in/out of + # the zeta=0 plane + zeta_full = jnp.linspace( + -jnp.pi / nfp, (2 + 1) * jnp.pi / nfp, round(4 * jnp.pi / dz) + ) + + ################################################################ + # find contours of constant phi + ################################################################ + # make linspace contours + if coil_type == "helical": + # helical coils + # we start them on zeta=0 plane, so we will find contours + # going from 0 to I (corresponding to zeta=0, and theta*sign(I) increasing) + contours = jnp.linspace( + 0, jnp.abs(net_toroidal_current), num_coils + 1, endpoint=True + ) + contours = jnp.sort(contours) + else: + # modular coils + # go from zero to G/nfp + # or G/nfp/2 if stell_sym is True + max_curr = ( + jnp.abs(net_poloidal_current) / nfp / 2 + if stell_sym + else jnp.abs(net_poloidal_current) / nfp + ) + # For stell_sym, must pick these carefully + # so that the coilset has coils that are in order + # of ascending phi, otherwise we may get the + # problem that the first coil is over the zeta=0 sym line + # and the last coil is on the zeta=pi/NFP sym line + # use a small offset to avoid this issue + offset = max_curr / num_coils / 2 if stell_sym else 0 + contours = jnp.linspace( + offset, + max_curr + offset, + num_coils + 1, + endpoint=True, + ) * jnp.sign(net_poloidal_current) + contours = jnp.sort(contours) + + theta_full_2D, zeta_full_2D = jnp.meshgrid(theta_full, zeta_full, indexing="ij") + + grid = Grid( + jnp.vstack( + ( + jnp.zeros_like(theta_full_2D.flatten(order="F")), + theta_full_2D.flatten(order="F"), + zeta_full_2D.flatten(order="F"), + ) + ).T, + sort=False, + ) + phi_total_full = surface_current_field.compute("Phi", grid=grid)["Phi"].reshape( + theta_full.size, zeta_full.size, order="F" + ) + + # list of arrays of the zeta and theta coordinates + # of each constant potential contour + contour_zeta = [] + contour_theta = [] + # list of arrays of the current potential contours, + # given as indices in theta,zeta + contours_indices = [] + for contour in contours: + this_contour = skimage.measure.find_contours( + np.asarray(jnp.transpose(phi_total_full)), level=contour + ) + warnif( + len(this_contour) > 1, + UserWarning, + "Detected multiple current potential contours for the same value," + + " indicates there may be unclosed coils or window-pane-like structures" + " for which coil-cutting is not currently supported", + ) + contours_indices.append(this_contour[0]) + # from the indices, calculate the actual zeta and theta values of the contours + contours_theta_zeta_not_uniform = [ + np.array( + [ + np.interp(contour[:, 0], np.arange(zeta_full.size), zeta_full), + np.interp(contour[:, 1], np.arange(theta_full.size), theta_full), + ] + ).T + for contour in contours_indices + ] + # make all the contours the same length by interpolating + # any shorter ones to match the length of the longest + Npts = np.max([c.shape[0] for c in contours_indices]) + s = np.linspace(0, 2 * np.pi, Npts) + contours_theta_zeta = [ + np.array( + [ + np.interp(s, np.linspace(0, 2 * np.pi, c[:, 0].size), c[:, 0]), + np.interp(s, np.linspace(0, 2 * np.pi, c[:, 1].size), c[:, 1]), + ] + ).T + for c in contours_theta_zeta_not_uniform + ] + # reverse so that our coils start at zeta=0, this is just a choice + contours_theta_zeta.reverse() + + numCoils = 0 + # to be used to check closure conditions on the coils + ## closure condition in zeta for modular is returns to same zeta, + ## while for helical is that the contour dzeta = 2pi/NFP + zeta_diff = 2 * jnp.pi / nfp if coil_type == "helical" else 0.0 + ## closure condition in theta for modular is that dtheta = 2pi, + ## while for helical the dtheta = 2pi*abs(helicity) + theta_diff = ( + 2 * jnp.pi * jnp.abs(helicity) if coil_type == "helical" else 2 * jnp.pi + ) + + if show_plots: + plt.figure(figsize=plot_kwargs.pop("figsize", (8, 6))) + plt.contourf( + zeta_full_2D.T, + theta_full_2D.T, + jnp.transpose(phi_total_full), + levels=100, + **plot_kwargs, + ) + plt.xlabel(r"$\zeta$") + plt.ylabel(r"$\theta$") + plt.xlim([np.min(zeta_full), np.max(zeta_full)]) + plt.ylim([np.min(theta_full), np.max(theta_full)]) + + for j in range(num_coils): + contour_zeta.append(contours_theta_zeta[j][:, 0]) + contour_theta.append(contours_theta_zeta[j][:, 1]) + # check if closed and if not throw warning + + if not jnp.isclose( + jnp.abs(contour_zeta[-1][-1] - contour_zeta[-1][0]), zeta_diff, rtol=1e-4 + ) or not jnp.isclose( + jnp.abs(contour_theta[-1][-1] - contour_theta[-1][0]), theta_diff, rtol=1e-4 + ): + warnings.warn( + f"Detected a coil contour (coil index {j}) that may not be " + "closed, this may lead to incorrect coils, " + "check that the surface current potential contours do not contain " + "any local maxima or window-pane-like structures," + " and that the current potential contours do not go across " + "The edges of the zeta extent used for the plotting:" + "the zeta=0 or zeta=2pi/NFP planes for helical coils or the" + " zeta=-pi/NFP and zeta=2pi+pi/NFP planes, for modular coils. " + "Use `show_plots=True` to visualize the contours.", + UserWarning, + ) + print(f"zeta diff = {jnp.abs(contour_zeta[-1][-1] - contour_zeta[-1][0])}") + print(f"expected zeta diff = {zeta_diff}") + print( + f"theta diff = {jnp.abs(contour_theta[-1][-1] - contour_theta[-1][0])}" + ) + print(f"expected theta diff = {theta_diff}") + + numCoils += 1 + if show_plots: + plt.plot(contour_zeta[-1], contour_theta[-1], "-r", linewidth=1) + if j > 0: + plt.plot(contour_zeta[-1][-1], contour_theta[-1][-1], "sk") + else: + plt.plot( + contour_zeta[-1][-1], + contour_theta[-1][-1], + "sk", + label="start of contour", + ) + if coil_type == "helical": + # right now these are only over 1 FP + # so must tile them s.t. they are full coils, by repeating them + # with a 2pi/NFP shift in zeta + # and a -2pi*helicity shift in theta + # we could alternatively wait until we are in real space and then + # rotate the coils there, but this also works + for i_contour in range(num_coils): + # check if the contour is arranged with zeta=0 at the start + # or at the end, easiest to do this tiling if we assume + # the first index is at zeta=0 + zeta_starts_at_zero = ( + contour_zeta[i_contour][-1] > contour_zeta[i_contour][0] + ) + orig_theta = contour_theta[i_contour] + orig_zeta = contour_zeta[i_contour] + if not zeta_starts_at_zero: + # flip so that the contour starts at zeta=0 + orig_theta = jnp.flip(orig_theta) + orig_zeta = jnp.flip(orig_zeta) + orig_endpoint_theta = orig_theta[-1] + + # dont need last points here since we will shift the whole + # curve over, and we know the last point must be + # (zeta0+2pi/NFP, theta0+2pi*abs(helicity)), + # so easiest to just not include them initially and shift whole curve + orig_theta = jnp.atleast_1d(orig_theta[:-1]) + orig_zeta = jnp.atleast_1d(orig_zeta[:-1]) + + contour_theta[i_contour] = jnp.atleast_1d(orig_theta) + contour_zeta[i_contour] = jnp.atleast_1d(orig_zeta) + + theta_shift = -2 * np.pi * helicity + + zeta_shift = 2 * jnp.pi / nfp - orig_zeta[0] + + for i in range(1, nfp): + contour_theta[i_contour] = jnp.concatenate( + [contour_theta[i_contour], orig_theta + theta_shift * i] + ) + contour_zeta[i_contour] = jnp.concatenate( + [contour_zeta[i_contour], orig_zeta + zeta_shift * i] + ) + contour_theta[i_contour] = jnp.append( + contour_theta[i_contour], + nfp * (orig_endpoint_theta - contour_theta[i_contour][0]) + + contour_theta[i_contour][0], + ) + contour_zeta[i_contour] = jnp.append(contour_zeta[i_contour], 2 * jnp.pi) + if show_plots: + plt.legend() + + return contour_theta, contour_zeta + + +def _find_XYZ_points( + theta_pts, + zeta_pts, + surface, +): + contour_X = [] + contour_Y = [] + contour_Z = [] + + for thetas, zetas in zip(theta_pts, zeta_pts): + coords = surface.compute( + "x", + grid=Grid( + jnp.vstack((jnp.zeros_like(thetas), thetas, zetas)).T, + sort=False, + ), + basis="xyz", + )["x"] + contour_X.append(coords[:, 0]) + contour_Y.append(coords[:, 1]) + contour_Z.append(coords[:, 2]) + + return contour_X, contour_Y, contour_Z + + +def _G_from_external_field(external_field, eq, external_field_grid): + # calculate the portion of G provided by external field + # by integrating external toroidal field along a curve of constant theta + try: + G_ext = external_field.G + except AttributeError: + curve_grid = LinearGrid( + N=int(eq.NFP) * 50, + theta=jnp.array(jnp.pi), # does not matter which theta we choose + rho=jnp.array(1.0), + endpoint=True, + ) + with warnings.catch_warnings(): + warnings.simplefilter("ignore", UserWarning) + # ignore warning from unequal NFP for grid and basis, + # as we don't know a-priori if the external field + # shares the same discrete symmetry as the equilibrium, + # so we will use a grid with NFP=1 to be safe + curve_data = eq.compute( + ["R", "phi", "Z", "e_zeta"], + grid=curve_grid, + ) + curve_coords = jnp.vstack( + (curve_data["R"], curve_data["phi"], curve_data["Z"]) + ).T + ext_field_along_curve = external_field.compute_magnetic_field( + curve_coords, basis="rpz", source_grid=external_field_grid + ) + # calculate covariant B_zeta = B dot e_zeta from external field + ext_field_B_zeta = dot(ext_field_along_curve, curve_data["e_zeta"], axis=-1) + + # negative sign here because with REGCOIL convention, negative G makes + # positive toroidal B + G_ext = -jnp.sum(ext_field_B_zeta) * 2 * jnp.pi / curve_grid.num_nodes / mu_0 + return G_ext diff --git a/desc/magnetic_fields/_dommaschk.py b/desc/magnetic_fields/_dommaschk.py index e2f47e2fec..009c7fb72a 100644 --- a/desc/magnetic_fields/_dommaschk.py +++ b/desc/magnetic_fields/_dommaschk.py @@ -80,7 +80,7 @@ def __init__( super().__init__(dommaschk_potential, params) @classmethod - def fit_magnetic_field( # noqa: C901 - FIXME - simplify + def fit_magnetic_field( # noqa: C901 cls, field, coords, max_m, max_l, sym=False, verbose=1, NFP=1 ): """Fit a vacuum magnetic field with a Dommaschk Potential field. @@ -117,7 +117,7 @@ def fit_magnetic_field( # noqa: C901 - FIXME - simplify B = field(coords) else: # it must be the field evaluated at the passed-in coords B = field - # TODO: add basis argument for if passed-in field or callable + # TODO (#928): add basis argument for if passed-in field or callable # evaluates rpz or xyz basis magnetic field vector, # and what basis coords is @@ -132,7 +132,7 @@ def fit_magnetic_field( # noqa: C901 - FIXME - simplify # b is made, now do A ##################### num_modes = 1 + (max_l) * (max_m + 1) * 4 - # TODO: if symmetric, technically only need half the modes + # TODO (#928): if symmetric, technically only need half the modes # however, the field and functions are setup to accept equal # length arrays for a,b,c,d, so we will just zero out the # modes that don't fit symmetry, but in future @@ -141,7 +141,7 @@ def fit_magnetic_field( # noqa: C901 - FIXME - simplify # and the modes array can then be [m,l,x] where x is 0,1,2,3 # and we dont need to keep track of a,b,c,d separately - # TODO: technically we can drop some modes + # TODO (#928): technically we can drop some modes # since if max_l=0, there are only ever nonzero terms for a and b # and if max_m=0, there are only ever nonzero terms for a and c # but since we are only fitting in a least squares sense, @@ -247,7 +247,7 @@ def get_B_dom(coords, X, ms, ls): # now solve Ac=b for the coefficients c - # TODO: use min singular value to give sense of cond number? + # TODO (#928): use min singular value to give sense of cond number? c, res, _, _ = jnp.linalg.lstsq(A, rhs) if verbose > 0: @@ -258,7 +258,7 @@ def get_B_dom(coords, X, ms, ls): B0 = c[0] # we zero out the terms that should be zero due to symmetry here - # TODO: should also just not return any zeroed-out modes, but + # TODO (#928): should also just not return any zeroed-out modes, but # the way the modes are cataloged here with the ls and ms arrays, # it is not straightforward to do that a_arr = c[1 : n + 1] * abcd_zero_due_to_sym_inds[0] diff --git a/desc/nestor.py b/desc/nestor.py index 72d7282e80..a0c723b64b 100644 --- a/desc/nestor.py +++ b/desc/nestor.py @@ -861,14 +861,14 @@ def compute_scalar_magnetic_potential( [g_mnmn[:, :, : mf + 1, : nf + 1].imag, g_mnmn[:, :, : mf + 1, -nf:].imag], axis=-1, ) - # scale amatrix by (2 pi)^2 (#TODO: why ?) copied from fortran + # scale amatrix by (2 pi)^2, copied from fortran amatrix_4d *= (2.0 * jnp.pi) ** 2 m, n = jnp.meshgrid(jnp.arange(mf + 1), jnp.arange(2 * nf + 1), indexing="ij") - # zero out (m=0, n<0, m', n') modes for all m', n' (#TODO: why ?) from fortran + # zero out (m=0, n<0, m', n') modes for all m', n', from fortran amatrix_4d = jnp.where( jnp.logical_and(m == 0, n > nf)[:, :, jnp.newaxis, jnp.newaxis], 0, amatrix_4d ) - # add diagonal terms (#TODO: why 4*pi^3 instead of 1 ?) copied from fortran + # add diagonal terms, copied from fortran amatrix_4d = put( amatrix_4d, Index[m, n, m, n], amatrix_4d[m, n, m, n] + 4.0 * jnp.pi**3 ) @@ -877,7 +877,7 @@ def compute_scalar_magnetic_potential( # combine with contribution from analytic integral; available here in I_mn bvec = h_mn + I_mn - # final fixup from fouri: zero out (m=0, n<0) components (#TODO: why ?) from fortran + # final fixup from fouri: zero out (m=0, n<0) components, from fortran bvec = put(bvec, Index[0, nf + 1 :], 0.0).flatten() phi_mn = jnp.linalg.solve(amatrix, bvec).reshape([mf + 1, 2 * nf + 1]) @@ -945,8 +945,6 @@ def compute_vacuum_magnetic_field( Btot["B_theta"] = Btot["Bpot_theta"] + Btot["Bex_theta"] Btot["B_zeta"] = Btot["Bpot_zeta"] + Btot["Bex_zeta"] - # TODO: for now, simply copied over from fortran code; have to understand what is - # actually done here! h_tz = NFP * jacobian["g_tz"] h_zz = jacobian["g_zz"] * NFP**2 det = 1.0 / (jacobian["g_tt"] * h_zz - h_tz**2) diff --git a/desc/objectives/__init__.py b/desc/objectives/__init__.py index 81e50c632d..c7d42d199d 100644 --- a/desc/objectives/__init__.py +++ b/desc/objectives/__init__.py @@ -11,6 +11,7 @@ CoilTorsion, PlasmaCoilSetMinDistance, QuadraticFlux, + SurfaceCurrentRegularization, ToroidalFlux, ) from ._equilibrium import ( diff --git a/desc/objectives/_coils.py b/desc/objectives/_coils.py index 4dc6569ec5..c35ceed811 100644 --- a/desc/objectives/_coils.py +++ b/desc/objectives/_coils.py @@ -1,4 +1,5 @@ import numbers +import warnings import numpy as np @@ -1263,7 +1264,7 @@ def compute(self, field_params, constants=None): params=field_params, ) B_ext = jnp.sum(B_ext * eval_data["n_rho"], axis=-1) - f = (B_ext + B_plasma) * eval_data["|e_theta x e_zeta|"] + f = (B_ext + B_plasma) * jnp.sqrt(eval_data["|e_theta x e_zeta|"]) return f @@ -1599,3 +1600,210 @@ def compute(self, params, constants=None): ) return jnp.abs(link).sum(axis=0) + + +class SurfaceCurrentRegularization(_Objective): + """Target the surface current magnitude. + + compute:: + + w * ||K|| * sqrt(||e_theta x e_zeta||) + + where K is the winding surface current density, w is the + regularization parameter (the weight on this objective), + and ||e_theta x e_zeta|| is the magnitude of the surface normal i.e. the + surface jacobian ||e_theta x e_zeta|| + + This is intended to be used with a surface current:: + + K = n x ∇ Φ + + i.e. a CurrentPotentialField + + Intended to be used with a QuadraticFlux objective, to form + a problem similar to the REGCOIL algorithm described in [1]_ (if used with a + ``FourierCurrentPotentialField``, is equivalent to the ``simple`` + regularization of the ``solve_regularized_surface_current`` method). + + References + ---------- + .. [1] Landreman, Matt. "An improved current potential method for fast computation + of stellarator coil shapes." Nuclear Fusion (2017). + + Parameters + ---------- + surface_current_field : CurrentPotentialField + Surface current which is producing the magnetic field, the parameters + of this will be optimized to minimize the objective. + source_grid : Grid, optional + Collocation grid containing the nodes to evaluate current source at on + the winding surface. If used in conjunction with the QuadraticFlux objective, + with its ``field_grid`` matching this ``source_grid``, this replicates the + REGCOIL algorithm described in [1]_ . + + """ + + weight_str = ( + "weight : {float, ndarray}, optional" + "\n\tWeighting to apply to the Objective, relative to other Objectives." + "\n\tMust be broadcastable to to Objective.dim_f" + "\n\tWhen used with QuadraticFlux objective, this acts as the regularization" + "\n\tparameter (with w^2 = lambda), with 0 corresponding to no regularization." + "\n\tThe larger this parameter is, the less complex the surface current will " + "be,\n\tbut the worse the normal field." + ) + __doc__ = __doc__.rstrip() + collect_docs( + target_default="``target=0``.", + bounds_default="``target=0``.", + overwrite={"weight": weight_str}, + ) + + _coordinates = "tz" + _units = "A/m" + _print_value_fmt = "Surface Current Regularization: " + + def __init__( + self, + surface_current_field, + target=None, + bounds=None, + weight=1, + normalize=True, + normalize_target=True, + loss_function=None, + deriv_mode="auto", + source_grid=None, + name="surface-current-regularization", + ): + from desc.magnetic_fields import ( + CurrentPotentialField, + FourierCurrentPotentialField, + ) + + if target is None and bounds is None: + target = 0 + assert isinstance( + surface_current_field, (CurrentPotentialField, FourierCurrentPotentialField) + ), ( + "surface_current_field must be a CurrentPotentialField or " + + f"FourierCurrentPotentialField, instead got {type(surface_current_field)}" + ) + self._surface_current_field = surface_current_field + self._source_grid = source_grid + + super().__init__( + things=[surface_current_field], + target=target, + bounds=bounds, + weight=weight, + normalize=normalize, + normalize_target=normalize_target, + loss_function=loss_function, + deriv_mode=deriv_mode, + name=name, + ) + + def build(self, use_jit=True, verbose=1): + """Build constant arrays. + + Parameters + ---------- + use_jit : bool, optional + Whether to just-in-time compile the objective and derivatives. + verbose : int, optional + Level of output. + + """ + from desc.magnetic_fields import FourierCurrentPotentialField + + surface_current_field = self.things[0] + if isinstance(surface_current_field, FourierCurrentPotentialField): + M_Phi = surface_current_field._M_Phi + N_Phi = surface_current_field._N_Phi + else: + M_Phi = surface_current_field.M + N_Phi = surface_current_field.N + + if self._source_grid is None: + source_grid = LinearGrid( + M=3 * M_Phi + 1, + N=3 * N_Phi + 1, + NFP=surface_current_field.NFP, + ) + else: + source_grid = self._source_grid + + if not np.allclose(source_grid.nodes[:, 0], 1): + warnings.warn("Source grid includes off-surface pts, should be rho=1") + + # source_grid.num_nodes for the regularization cost + self._dim_f = source_grid.num_nodes + self._surface_data_keys = ["K", "|e_theta x e_zeta|"] + + timer = Timer() + if verbose > 0: + print("Precomputing transforms") + timer.start("Precomputing transforms") + + surface_transforms = get_transforms( + self._surface_data_keys, + obj=surface_current_field, + grid=source_grid, + has_axis=source_grid.axis.size, + ) + if self._normalize: + if isinstance(surface_current_field, FourierCurrentPotentialField): + self._normalization = np.max( + [abs(surface_current_field.I) + abs(surface_current_field.G), 1] + ) + else: # it does not have I,G bc is CurrentPotentialField + Phi = surface_current_field.compute("Phi", grid=source_grid)["Phi"] + self._normalization = np.max( + [ + np.mean(np.abs(Phi)), + 1, + ] + ) + + self._constants = { + "surface_transforms": surface_transforms, + "quad_weights": source_grid.weights * jnp.sqrt(source_grid.num_nodes), + } + + timer.stop("Precomputing transforms") + if verbose > 1: + timer.disp("Precomputing transforms") + + super().build(use_jit=use_jit, verbose=verbose) + + def compute(self, surface_params=None, constants=None): + """Compute surface current regularization. + + Parameters + ---------- + surface_params : dict + Dictionary of surface degrees of freedom, + eg FourierCurrentPotential.params_dict + constants : dict + Dictionary of constant data, eg transforms, profiles etc. Defaults to + self.constants + + Returns + ------- + f : ndarray + The surface current density magnitude on the source surface. + + """ + if constants is None: + constants = self.constants + + surface_data = compute_fun( + self._surface_current_field, + self._surface_data_keys, + params=surface_params, + transforms=constants["surface_transforms"], + profiles={}, + ) + + K_mag = safenorm(surface_data["K"], axis=-1) + return K_mag * jnp.sqrt(surface_data["|e_theta x e_zeta|"]) diff --git a/desc/objectives/_geometry.py b/desc/objectives/_geometry.py index 5aeee652af..b2d7abc2f0 100644 --- a/desc/objectives/_geometry.py +++ b/desc/objectives/_geometry.py @@ -496,12 +496,9 @@ class PlasmaVesselDistance(_Objective): False by default, so that self.things = [eq, surface] Both cannot be True. softmin_alpha: float, optional - Parameter used for softmin. The larger softmin_alpha, the closer the softmin - approximates the hardmin. softmin -> hardmin as softmin_alpha -> infinity. - if softmin_alpha*array < 1, the underlying softmin will automatically multiply - the array by 2/min_val to ensure that softmin_alpha*array>1. Making - softmin_alpha larger than this minimum value will make the softmin a - more accurate approximation of the true min. + Parameter used for softmin. The larger ``softmin_alpha``, the closer the + softmin approximates the hardmin. softmin -> hardmin as + ``softmin_alpha`` -> infinity. """ @@ -615,7 +612,7 @@ def build(self, use_jit=True, verbose=1): "Plasma grid includes interior points, should be rho=1.", ) - # TODO: How to use with generalized toroidal angle? + # TODO(#568): How to use with generalized toroidal angle? # first check that the number of zeta nodes are the same, which # is a prerequisite to the zeta nodes themselves being the same errorif( diff --git a/desc/objectives/linear_objectives.py b/desc/objectives/linear_objectives.py index 6f302f2df0..1c8817a880 100644 --- a/desc/objectives/linear_objectives.py +++ b/desc/objectives/linear_objectives.py @@ -12,7 +12,7 @@ from termcolor import colored from desc.backend import execute_on_cpu, jnp, tree_leaves, tree_map, tree_structure -from desc.basis import zernike_radial, zernike_radial_coeffs +from desc.basis import zernike_radial from desc.geometry import FourierRZCurve from desc.utils import broadcast_tree, errorif, setdefault @@ -20,7 +20,7 @@ from .objective_funs import _Objective -# TODO: get rid of this class and inherit from FixParameters instead? +# TODO (#1391): get rid of this class and inherit from FixParameters instead? class _FixedObjective(_Objective): _fixed = True _linear = True @@ -45,8 +45,8 @@ def update_target(self, thing): def _parse_target_from_user( self, target_from_user, default_target, default_bounds, idx ): - # FIXME: add logic here to deal with `target_from_user` as a pytree? - # FIXME: does this actually need idx? + # TODO (#1391): add logic here to deal with `target_from_user` as a pytree? + # TODO (#1391: does this actually need idx? if target_from_user is None: target = default_target bounds = default_bounds @@ -774,8 +774,8 @@ def build(self, use_jit=False, verbose=1): super().build(use_jit=use_jit, verbose=verbose) -class FixLambdaGauge(_Objective): - """Fixes gauge freedom for lambda: lambda(theta=0,zeta=0)=0. +class FixLambdaGauge(FixParameters): + """Fixes gauge freedom for lambda, which sets the flux surface avg of lambda to 0. Note: this constraint is automatically applied when needed, and does not need to be included by the user. @@ -793,9 +793,6 @@ class FixLambdaGauge(_Objective): """ - _scalar = False - _linear = True - _fixed = False # not "diagonal", since it is fixing a sum _units = "(rad)" _print_value_fmt = "lambda gauge error: " @@ -806,75 +803,21 @@ def __init__( normalize_target=True, name="lambda gauge", ): + if eq.sym: + indices = False + else: + indices = np.where( + np.logical_and(eq.L_basis.modes[:, 1] == 0, eq.L_basis.modes[:, 2] == 0) + )[0] super().__init__( - things=eq, + thing=eq, + params={"L_lmn": indices}, target=0, - bounds=None, - weight=1, normalize=normalize, normalize_target=normalize_target, name=name, ) - def build(self, use_jit=False, verbose=1): - """Build constant arrays. - - Parameters - ---------- - use_jit : bool, optional - Whether to just-in-time compile the objective and derivatives. - verbose : int, optional - Level of output. - - """ - eq = self.things[0] - L_basis = eq.L_basis - - if L_basis.sym: - self._A = np.zeros((0, L_basis.num_modes)) - else: - # l(rho,0,0) = 0 - # at theta=zeta=0, basis for lambda reduces to just a polynomial in rho - # what this constraint does is make all the coefficients of each power - # of rho equal to zero - # i.e. if lambda = (L_200 + 2*L_310) rho**2 + (L_100 + 2*L_210)*rho - # this constraint will make - # L_200 + 2*L_310 = 0 - # L_100 + 2*L_210 = 0 - L_modes = L_basis.modes - mnpos = np.where((L_modes[:, 1:] >= [0, 0]).all(axis=1))[0] - l_lmn = L_modes[mnpos, :] - if len(l_lmn) > 0: - c = zernike_radial_coeffs(l_lmn[:, 0], l_lmn[:, 1]) - else: - c = np.zeros((0, 0)) - - A = np.zeros((c.shape[1], L_basis.num_modes)) - A[:, mnpos] = c.T - self._A = A - - self._dim_f = self._A.shape[0] - super().build(use_jit=use_jit, verbose=verbose) - - def compute(self, params, constants=None): - """Compute lambda gauge freedom errors. - - Parameters - ---------- - params : dict - Dictionary of equilibrium degrees of freedom, eg Equilibrium.params_dict - constants : dict - Dictionary of constant data, eg transforms, profiles etc. Defaults to - self.constants - - Returns - ------- - f : ndarray - gauge freedom errors. - - """ - return jnp.dot(self._A, params["L_lmn"]) - class FixThetaSFL(FixParameters): """Fixes lambda=0 so that poloidal angle is the SFL poloidal angle. @@ -2570,7 +2513,6 @@ def __init__( normalize_target=normalize_target, name=name, ) - # TODO: add normalization? class FixCurveRotation(FixParameters): @@ -2936,7 +2878,6 @@ def __init__( normalize_target=normalize_target, name=name, ) - # TODO: add normalization? class FixOmniMap(FixParameters): @@ -3151,7 +3092,6 @@ def __init__( normalize_target=normalize_target, name=name, ) - # TODO: add normalization? class FixNearAxisR(_FixedObjective): diff --git a/desc/objectives/nae_utils.py b/desc/objectives/nae_utils.py index 8a1e92e0ca..5a3ff26d2c 100644 --- a/desc/objectives/nae_utils.py +++ b/desc/objectives/nae_utils.py @@ -295,10 +295,10 @@ def _make_RZ_cons_order_rho( # noqa: C901 the O(rho) behavior of the equilibrium R coefficients to match the NAE. Zconstraints : tuple of Objective tuple of constraints of type FixSumModesZ, which enforce - the O(rho) behavior of the equilibrium Z coefficents to match the NAE. + the O(rho) behavior of the equilibrium Z coefficients to match the NAE. Lconstraints : tuple of Objective tuple of constraints of type FixSumModesLambda, which enforce - the O(rho) behavior of the equilibrium lambda coefficents to match the NAE. + the O(rho) behavior of the equilibrium lambda coefficients to match the NAE. Tuple is empty if fix_lambda=False. """ @@ -306,7 +306,6 @@ def _make_RZ_cons_order_rho( # noqa: C901 # r is the ratio r_NAE / rho_DESC r = np.sqrt(2 * abs(desc_eq.Psi / qsc.Bbar) / 2 / np.pi) else: - # TODO: is this true? r = 1 # using DESC equilibrium's behavior, no conversion is needed Rconstraints = () diff --git a/desc/objectives/objective_funs.py b/desc/objectives/objective_funs.py index 9f0ca3945f..c32dbb565c 100644 --- a/desc/objectives/objective_funs.py +++ b/desc/objectives/objective_funs.py @@ -613,7 +613,7 @@ def unpack_state(self, x, per_objective=True): def x(self, *things): """Return the full state vector from the Optimizable objects things.""" - # TODO: also check resolution etc? + # TODO (#1392): also check resolution of the things etc? things = things or self.things errorif( len(things) != len(self.things), diff --git a/desc/objectives/utils.py b/desc/objectives/utils.py index 161c3f057e..d02e70bc73 100644 --- a/desc/objectives/utils.py +++ b/desc/objectives/utils.py @@ -5,7 +5,7 @@ import numpy as np -from desc.backend import cond, jit, jnp, logsumexp, put +from desc.backend import jit, jnp, put, softargmax from desc.io import IOAble from desc.utils import Index, errorif, flatten_list, svd_inv_null, unique_list, warnif @@ -285,14 +285,6 @@ def __call__(self, x_reduced): def softmax(arr, alpha): """JAX softmax implementation. - Inspired by https://www.johndcook.com/blog/2010/01/13/soft-maximum/ - and https://www.johndcook.com/blog/2010/01/20/how-to-compute-the-soft-maximum/ - - Will automatically multiply array values by 2 / min_val if the min_val of - the array is <1. This is to avoid inaccuracies that arise when values <1 - are present in the softmax, which can cause inaccurate maxes or even incorrect - signs of the softmax versus the actual max. - Parameters ---------- arr : ndarray @@ -309,18 +301,7 @@ def softmax(arr, alpha): """ arr_times_alpha = alpha * arr - min_val = jnp.min(jnp.abs(arr_times_alpha)) + 1e-4 # buffer value in case min is 0 - return cond( - jnp.any(min_val < 1), - lambda arr_times_alpha: logsumexp( - arr_times_alpha / min_val * 2 - ) # adjust to make vals>1 - / alpha - * min_val - / 2, - lambda arr_times_alpha: logsumexp(arr_times_alpha) / alpha, - arr_times_alpha, - ) + return softargmax(arr_times_alpha).dot(arr) def softmin(arr, alpha): diff --git a/desc/optimize/_constraint_wrappers.py b/desc/optimize/_constraint_wrappers.py index bbc5daf4ee..dc2e3033c7 100644 --- a/desc/optimize/_constraint_wrappers.py +++ b/desc/optimize/_constraint_wrappers.py @@ -704,7 +704,7 @@ def unpack_state(self, x, per_objective=True): def x(self, *things): """Return the full state vector from the Optimizable objects things.""" - # TODO: also check resolution etc? + # TODO (#1392): also check resolution etc? things = things or self.things assert [type(t1) is type(t2) for t1, t2 in zip(things, self.things)] xs = [] @@ -872,7 +872,7 @@ def grad(self, x, constants=None): gradient vector. """ - # TODO: figure out projected vjp to make this better + # TODO (#1393): figure out projected vjp to make this better f = jnp.atleast_1d(self.compute_scaled_error(x, constants)) J = self.jac_scaled_error(x, constants) return f.T @ J diff --git a/desc/optimize/_desc_wrappers.py b/desc/optimize/_desc_wrappers.py index cf5addc86b..ae466c4dd6 100644 --- a/desc/optimize/_desc_wrappers.py +++ b/desc/optimize/_desc_wrappers.py @@ -87,7 +87,7 @@ def _optimize_desc_aug_lagrangian( ub, lambda x, *c: constraint.jac_scaled(x, c[1]), ) - # TODO: can't pass constants dict into vjp for now + # TODO (#1394): can't pass constants dict into vjp for now constraint_wrapped.vjp = lambda v, x, *args: constraint.vjp_scaled(v, x) else: constraint_wrapped = None diff --git a/desc/optimize/_scipy_wrappers.py b/desc/optimize/_scipy_wrappers.py index d62cca4ca0..c4060a6d08 100644 --- a/desc/optimize/_scipy_wrappers.py +++ b/desc/optimize/_scipy_wrappers.py @@ -52,7 +52,7 @@ hessian=[False, False, True, True, True, True, True], GPU=False, ) -def _optimize_scipy_minimize( # noqa: C901 - FIXME: simplify this +def _optimize_scipy_minimize( # noqa: C901 objective, constraint, x0, method, x_scale, verbose, stoptol, options=None ): """Wrapper for scipy.optimize.minimize. @@ -306,7 +306,7 @@ def callback(xs): hessian=False, GPU=False, ) -def _optimize_scipy_least_squares( # noqa: C901 - FIXME: simplify this +def _optimize_scipy_least_squares( # noqa: C901 objective, constraint, x0, method, x_scale, verbose, stoptol, options=None ): """Wrapper for scipy.optimize.least_squares. @@ -506,7 +506,7 @@ def callback(x1): hessian=[True, False], GPU=False, ) -def _optimize_scipy_constrained( # noqa: C901 - FIXME: simplify this +def _optimize_scipy_constrained( # noqa: C901 objective, constraint, x0, method, x_scale, verbose, stoptol, options=None ): """Wrapper for scipy.optimize.minimize. diff --git a/desc/optimize/aug_lagrangian.py b/desc/optimize/aug_lagrangian.py index a2601032ad..0adc90c27a 100644 --- a/desc/optimize/aug_lagrangian.py +++ b/desc/optimize/aug_lagrangian.py @@ -28,7 +28,7 @@ ) -def fmin_auglag( # noqa: C901 - FIXME: simplify this +def fmin_auglag( # noqa: C901 fun, x0, grad, @@ -539,7 +539,7 @@ def laghess(z, y, mu, *args): g_norm = jnp.linalg.norm(g * v, ord=jnp.inf) # updating augmented lagrangian params - if g_norm < gtolk: # TODO: maybe also add ftolk, xtolk? + if g_norm < gtolk: y = jnp.where(jnp.abs(c) < ctolk, y - mu * c, y) mu = jnp.where(jnp.abs(c) >= ctolk, tau * mu, mu) if constr_violation < ctolk: diff --git a/desc/optimize/aug_lagrangian_ls.py b/desc/optimize/aug_lagrangian_ls.py index 27a1d9f8ba..6b0952bf41 100644 --- a/desc/optimize/aug_lagrangian_ls.py +++ b/desc/optimize/aug_lagrangian_ls.py @@ -29,7 +29,7 @@ ) -def lsq_auglag( # noqa: C901 - FIXME: simplify this +def lsq_auglag( # noqa: C901 fun, x0, jac, @@ -495,7 +495,7 @@ def lagjac(z, y, mu, *args): g_norm = jnp.linalg.norm(g * v, ord=jnp.inf) # updating augmented lagrangian params - if g_norm < gtolk: # TODO: maybe also add ftolk, xtolk? + if g_norm < gtolk: y = jnp.where(jnp.abs(c) < ctolk, y - mu * c, y) mu = jnp.where(jnp.abs(c) >= ctolk, tau * mu, mu) if constr_violation < ctolk: diff --git a/desc/optimize/fmin_scalar.py b/desc/optimize/fmin_scalar.py index c3b6b8208b..cba5d7ef09 100644 --- a/desc/optimize/fmin_scalar.py +++ b/desc/optimize/fmin_scalar.py @@ -27,7 +27,7 @@ ) -def fmintr( # noqa: C901 - FIXME: simplify this +def fmintr( # noqa: C901 fun, x0, grad, diff --git a/desc/optimize/least_squares.py b/desc/optimize/least_squares.py index 227cd93f70..ef19c346c9 100644 --- a/desc/optimize/least_squares.py +++ b/desc/optimize/least_squares.py @@ -28,7 +28,7 @@ ) -def lsqtr( # noqa: C901 - FIXME: simplify this +def lsqtr( # noqa: C901 fun, x0, jac, @@ -344,7 +344,7 @@ def lsqtr( # noqa: C901 - FIXME: simplify this ) alltr.append(trust_radius) alpha *= tr_old / trust_radius - # TODO: does this need to move to the outer loop? + # TODO (#1395): does this need to move to the outer loop? success, message = check_termination( actual_reduction, cost, diff --git a/desc/optimize/optimizer.py b/desc/optimize/optimizer.py index 99a57c926d..09f25ed4ee 100644 --- a/desc/optimize/optimizer.py +++ b/desc/optimize/optimizer.py @@ -77,7 +77,7 @@ def method(self, method): ) self._method = method - def optimize( # noqa: C901 - FIXME: simplify this + def optimize( # noqa: C901 self, things, objective, @@ -137,7 +137,9 @@ def optimize( # noqa: C901 - FIXME: simplify this Maximum number of iterations. Defaults to 100. options : dict, optional Dictionary of optional keyword arguments to override default solver - settings. See the code for more details. + settings. See the documentation page ``Optimizers Supported`` for + more details (https://desc-docs.readthedocs.io/en/stable/optimizers.html) + to check the options for each specific available optimizer. copy : bool Whether to return the current things or a copy (leaving the original unchanged). @@ -198,7 +200,6 @@ def optimize( # noqa: C901 - FIXME: simplify this eq_params_init = eq.params_dict.copy() options = {} if options is None else options - # TODO: document options timer = Timer() options = {} if options is None else options _, method = _parse_method(self.method) diff --git a/desc/perturbations.py b/desc/perturbations.py index 03529a1ed1..5c35e8f6d1 100644 --- a/desc/perturbations.py +++ b/desc/perturbations.py @@ -18,7 +18,7 @@ from desc.objectives.utils import factorize_linear_constraints from desc.optimize.tr_subproblems import trust_region_step_exact_svd from desc.optimize.utils import compute_jac_scale, evaluate_quadratic_form_jac -from desc.utils import Timer, get_instance +from desc.utils import Timer, get_instance, warnif __all__ = ["get_deltas", "perturb", "optimal_perturb"] @@ -91,7 +91,7 @@ def get_deltas(things1, things2): # noqa: C901 return deltas -def perturb( # noqa: C901 - FIXME: break this up into simpler pieces +def perturb( # noqa: C901 eq, objective, constraints, @@ -171,10 +171,11 @@ def perturb( # noqa: C901 - FIXME: break this up into simpler pieces constraint = ObjectiveFunction(constraints) constraint.build(verbose=verbose) - if objective.scalar: # FIXME: change to num objectives >= num parameters - raise AttributeError( - "Cannot perturb with a scalar objective: {}.".format(objective) - ) + warnif( + objective.dim_f < (objective.dim_x - constraint.dim_f), + UserWarning, + "Perturbing an underdetermined system may give bad results", + ) if verbose > 0: print("Perturbing {}".format(", ".join(deltas.keys()))) @@ -412,7 +413,7 @@ def perturb( # noqa: C901 - FIXME: break this up into simpler pieces return eq_new -def optimal_perturb( # noqa: C901 - FIXME: break this up into simpler pieces +def optimal_perturb( # noqa: C901 eq, objective_f, objective_g, @@ -539,7 +540,6 @@ def optimal_perturb( # noqa: C901 - FIXME: break this up into simpler pieces print("Number of parameters: {}".format(dim_opt)) print("Number of objectives: {}".format(objective_g.dim_f)) - # FIXME: generalize to other constraints constraints = get_fixed_boundary_constraints(eq=eq) constraints = maybe_add_self_consistency(eq, constraints) constraint = ObjectiveFunction(constraints) diff --git a/desc/plotting.py b/desc/plotting.py index def22fa14d..6a59bc0345 100644 --- a/desc/plotting.py +++ b/desc/plotting.py @@ -606,6 +606,8 @@ def plot_2d( the surface, must be provided if Bn is entered as the variable to plot. * ``field_grid``: MagneticField, a Grid to pass to the field as a source grid from which to calculate Bn, by default None. + * ``filled`` : bool, whether to fill contours or not i.e. whether to use + `contourf` or `contour` Returns ------- @@ -721,6 +723,7 @@ def plot_2d( title_fontsize = kwargs.pop("title_fontsize", None) xlabel_fontsize = kwargs.pop("xlabel_fontsize", None) ylabel_fontsize = kwargs.pop("ylabel_fontsize", None) + filled = kwargs.pop("filled", True) assert len(kwargs) == 0, f"plot_2d got unexpected keyword argument: {kwargs.keys()}" cax_kwargs = {"size": "5%", "pad": 0.05} @@ -735,8 +738,10 @@ def plot_2d( .reshape((grid.num_theta, grid.num_rho, grid.num_zeta), order="F") .squeeze() ) - - im = ax.contourf(xx, yy, data, **contourf_kwargs) + if not filled: + im = ax.contour(xx, yy, data, **contourf_kwargs) + else: + im = ax.contourf(xx, yy, data, **contourf_kwargs) cax = divider.append_axes("right", **cax_kwargs) cbar = fig.colorbar(im, cax=cax) cbar.update_ticks() @@ -917,7 +922,11 @@ def plot_3d( title = kwargs.pop("title", "") levels = kwargs.pop("levels", None) component = kwargs.pop("component", None) + showgrid = kwargs.pop("showgrid", True) + zeroline = kwargs.pop("zeroline", True) showscale = kwargs.pop("showscale", True) + showticklabels = kwargs.pop("showticklabels", True) + showaxislabels = kwargs.pop("showaxislabels", True) if name != "B*n": data, label = _compute( @@ -965,10 +974,7 @@ def plot_3d( data = data.reshape((grid.num_theta, grid.num_rho, grid.num_zeta), order="F") label = r"$\mathbf{B} \cdot \hat{n} ~(\mathrm{T})$" - showgrid = kwargs.pop("showgrid", True) - zeroline = kwargs.pop("zeroline", True) - showticklabels = kwargs.pop("showticklabels", True) - showaxislabels = kwargs.pop("showaxislabels", True) + errorif( len(kwargs) != 0, ValueError, @@ -3340,7 +3346,7 @@ def plot_basis(basis, return_data=False, **kwargs): """ title_fontsize = kwargs.pop("title_fontsize", None) - # TODO: add all other Basis classes + # TODO(#1377): add all other Basis classes if basis.__class__.__name__ == "PowerSeries": grid = LinearGrid(rho=100, endpoint=True) r = grid.nodes[:, 0] diff --git a/desc/vmec.py b/desc/vmec.py index 904fd8f2dc..14c4cafff0 100644 --- a/desc/vmec.py +++ b/desc/vmec.py @@ -208,9 +208,7 @@ def load( return eq @classmethod - def save( # noqa: C901 - FIXME - simplify - cls, eq, path, surfs=128, verbose=1, M_nyq=None, N_nyq=None - ): + def save(cls, eq, path, surfs=128, verbose=1, M_nyq=None, N_nyq=None): # noqa: C901 """Save an Equilibrium as a netCDF file in the VMEC format. Parameters @@ -348,7 +346,8 @@ def save( # noqa: C901 - FIXME - simplify np.array([" " * 100], "S" + str(file.dimensions["dim_00100"].size)) ) # VMEC input filename: input.[input_extension] - # TODO: instead of hard-coding for fixed-boundary, also allow for free-boundary? + # TODO(#1378): instead of hard-coding for fixed-boundary, + # also allow for free-boundary? mgrid_mode = file.createVariable("mgrid_mode", "S1", ("dim_00001",)) mgrid_mode[:] = stringtochar( np.array([""], "S" + str(file.dimensions["dim_00001"].size)) @@ -442,7 +441,7 @@ def save( # noqa: C901 - FIXME - simplify nextcur.long_name = "number of coils (external currents)" nextcur[:] = 0 # hard-coded assuming fixed-boundary solve - # TODO: add option for saving spline profiles + # TODO(#183): add option for saving spline profiles power_series = stringtochar( np.array( ["power_series" + " " * 8], "S" + str(file.dimensions["dim_00020"].size) @@ -1085,7 +1084,7 @@ def fullfit(x): bsubsmns[0, :] = ( # linear extrapolation for coefficient at the magnetic axis s[1, :] - (s[2, :] - s[1, :]) / (s_full[2] - s_full[1]) * s_full[1] ) - # TODO: evaluate current at rho=0 nodes instead of extrapolation + # TODO (#1379): evaluate current at rho=0 nodes instead of extrapolation if not eq.sym: bsubsmnc[:, :] = c bsubsmnc[0, :] = ( @@ -1221,7 +1220,7 @@ def fullfit(x): currumnc[0, :] = ( # linear extrapolation for coefficient at the magnetic axis s[1, :] - (c[2, :] - c[1, :]) / (s_full[2] - s_full[1]) * s_full[1] ) - # TODO: evaluate current at rho=0 nodes instead of extrapolation + # TODO (#1379): evaluate current at rho=0 nodes instead of extrapolation if not eq.sym: currumns[:, :] = s currumns[0, :] = ( @@ -1271,7 +1270,7 @@ def fullfit(x): currvmnc[0, :] = -( # linear extrapolation for coefficient at the magnetic axis s[1, :] - (c[2, :] - c[1, :]) / (s_full[2] - s_full[1]) * s_full[1] ) - # TODO: evaluate current at rho=0 nodes instead of extrapolation + # TODO (#1379): evaluate current at rho=0 nodes instead of extrapolation if not eq.sym: currvmns[:, :] = -s currumns[0, :] = -( @@ -1281,7 +1280,7 @@ def fullfit(x): if verbose > 1: timer.disp("J^zeta*sqrt(g)") - # TODO: these output quantities need to be added + # TODO (#1380): these output quantities need to be added bdotgradv = file.createVariable("bdotgradv", np.float64, ("radius",)) bdotgradv[:] = np.zeros((file.dimensions["radius"].size,)) bdotgradv.long_name = "Not Implemented: This output is hard-coded to 0!" diff --git a/desc/vmec_utils.py b/desc/vmec_utils.py index 9ea5bf7df9..85710b12a9 100644 --- a/desc/vmec_utils.py +++ b/desc/vmec_utils.py @@ -334,7 +334,8 @@ def zernike_to_fourier(x_lmn, basis, rho): axis to the boundary. """ - # FIXME: this always returns the full double Fourier basis regardless of symmetry + # TODO (PR #680): this always returns the full double Fourier basis + # regardless of symmetry M = basis.M N = basis.N diff --git a/devtools/dev-requirements.txt b/devtools/dev-requirements.txt index dd11240c8f..4ec9db9447 100644 --- a/devtools/dev-requirements.txt +++ b/devtools/dev-requirements.txt @@ -4,7 +4,7 @@ # building the docs nbsphinx == 0.8.12 sphinx > 3.0.0 -# TODO: Remove sphinx-argparse <0.5.0 pin once upstream build issue is fixed +# TODO (#1396): Remove sphinx-argparse <0.5.0 pin once upstream build issue is fixed # sphinx-argparse < 0.5.0 sphinx_copybutton diff --git a/devtools/dev-requirements_conda.yml b/devtools/dev-requirements_conda.yml index 0fb6f88030..855e43aede 100644 --- a/devtools/dev-requirements_conda.yml +++ b/devtools/dev-requirements_conda.yml @@ -7,9 +7,9 @@ dependencies: - matplotlib >= 3.5.0, < 4.0.0 - mpmath >= 1.0.0, < 2.0 - netcdf4 >= 1.5.4, < 2.0 - - numpy >= 1.20.0, < 2.0 + - numpy >= 1.20.0 - psutil - - scipy >= 1.7.0, < 2.0 + - scipy >= 1.7.0 - termcolor - pip - pip: @@ -22,6 +22,7 @@ dependencies: - orthax - plotly >= 5.16, < 6.0 - pylatexenc >= 2.0, < 3.0 + - scikit-image # building the docs - sphinx-github-style >= 1.0, < 2.0 # testing and benchmarking @@ -33,7 +34,7 @@ dependencies: - nbsphinx == 0.8.12 - pandoc - sphinx > 3.0.0 - # TODO: Remove sphinx-argparse <0.5.0 pin once upstream build issue is fixed + # TODO (#1396): Remove sphinx-argparse <0.5.0 pin once upstream build issue is fixed # - sphinx-argparse < 0.5.0 - sphinx-copybutton diff --git a/docs/_static/images/trust-region.png b/docs/_static/images/trust-region.png new file mode 100644 index 0000000000..3308490c60 Binary files /dev/null and b/docs/_static/images/trust-region.png differ diff --git a/docs/adding_compute_funs.rst b/docs/adding_compute_funs.rst index 67662cb571..fccdbc228c 100644 --- a/docs/adding_compute_funs.rst +++ b/docs/adding_compute_funs.rst @@ -161,3 +161,70 @@ This test is a regression test to ensure that compute quantities in each new upd from previous versions of DESC. Since the new quantity did not exist in previous versions of DESC, one must run this test and commit the outputted ``tests/inputs/master_compute_data.pkl`` file which is updated automatically when a new quantity is detected. + +Compute function may take additional ``**kwargs`` arguments to provide more information to the function. One example of this kind of compute function is ``P_ISS04`` which has a keyword argument ``H_ISS04``. +:: + + @register_compute_fun( + name="P_ISS04", + label="P_{ISS04}", + units="W", + units_long="Watts", + description="Heating power required by the ISS04 energy confinement time scaling", + dim=0, + params=[], + transforms={"grid": []}, + profiles=[], + coordinates="", + data=["a", "iota", "rho", "R0", "W_p", "_vol", "<|B|>_axis"], + method="str: Interpolation method. Default 'cubic'.", + H_ISS04="float: ISS04 confinement enhancement factor. Default 1.", + ) + def _P_ISS04(params, transforms, profiles, data, **kwargs): + rho = transforms["grid"].compress(data["rho"], surface_label="rho") + iota = transforms["grid"].compress(data["iota"], surface_label="rho") + fx = {} + if "iota_r" in data: + fx["fx"] = transforms["grid"].compress( + data["iota_r"] + ) # noqa: unused dependency + iota_23 = interp1d(2 / 3, rho, iota, method=kwargs.get("method", "cubic"), **fx) + data["P_ISS04"] = 1e6 * ( # MW -> W + jnp.abs(data["W_p"] / 1e6) # J -> MJ + / ( + 0.134 + * data["a"] ** 2.28 # m + * data["R0"] ** 0.64 # m + * (data["_vol"] / 1e19) ** 0.54 # 1/m^3 -> 1e19/m^3 + * data["<|B|>_axis"] ** 0.84 # T + * iota_23**0.41 + * kwargs.get("H_ISS04", 1) + ) + ) ** (1 / 0.39) + return data + + +This function can be called by following notation, +:: + + from desc.compute.utils import _compute as compute_fun + + # Compute P_ISS04 + # specify gamma and H_ISS04 values as keyword arguments + data = compute_fun( + "desc.equilibrium.equilibrium.Equilibrium", + "P_ISS04", + params=params, + transforms=transforms, + profiles=profiles, + gamma=gamma, + H_ISS04=H_ISS04, + ) + P_ISS04 = data["P_ISS04"] + +Note: Here we used `_compute` instead of `compute` to be able to call this function inside a jitted objective function. However, for normal use both functions should work. `**kwargs` can also be passed to `eq.compute`. + +:: + + data = eq.compute(names="P_ISS04", gamma=gamma, H_ISS04=H_ISS04) + P_ISS04 = data["P_ISS04"] diff --git a/docs/api.rst b/docs/api.rst index feb85514e9..ca3484b5dc 100644 --- a/docs/api.rst +++ b/docs/api.rst @@ -147,6 +147,7 @@ Magnetic Fields desc.magnetic_fields.VerticalMagneticField desc.magnetic_fields.field_line_integrate desc.magnetic_fields.read_BNORM_file + desc.magnetic_fields.solve_regularized_surface_current Objective Functions ******************* diff --git a/docs/api_fields.rst b/docs/api_fields.rst index 32b5cc572b..62812a04cd 100644 --- a/docs/api_fields.rst +++ b/docs/api_fields.rst @@ -41,6 +41,18 @@ There are also classes for representing a current potential on a winding surface desc.magnetic_fields.CurrentPotentialField desc.magnetic_fields.FourierCurrentPotentialField +``desc.magnetic_fields`` also has a function which can solve a regularized least-squares problem +in order to find the optimal surface current distribution which minimizes the normal field on a +given plasma boundary, ``desc.magnetic_fields.solve_regularized_surface_current``, which can +be used in a similar way as the REGCOIL code: + +.. autosummary:: + :toctree: _api/magnetic_fields + :recursive: + :template: class.rst + + desc.magnetic_fields.solve_regularized_surface_current + There is also a class for representing omnigenous magnetic fields: .. autosummary:: @@ -71,7 +83,6 @@ the BNORM code: desc.magnetic_fields.read_BNORM_file - Coils ***** ``Coil`` objects in ``desc.coils`` are themselves subclasses of ``MagneticField``, allowing diff --git a/docs/api_objectives.rst b/docs/api_objectives.rst index 9df305dc3f..c65aafcfbf 100644 --- a/docs/api_objectives.rst +++ b/docs/api_objectives.rst @@ -106,6 +106,7 @@ Coil Optimization desc.objectives.CoilCurrentLength desc.objectives.CoilArclengthVariance desc.objectives.ToroidalFlux + desc.objectives.SurfaceCurrentRegularization Profiles diff --git a/docs/index.rst b/docs/index.rst index d0ff30cfd8..496b702699 100644 --- a/docs/index.rst +++ b/docs/index.rst @@ -28,6 +28,7 @@ notebooks/tutorials/use_outputs.ipynb notebooks/tutorials/basic_optimization.ipynb notebooks/tutorials/advanced_optimization.ipynb + notebooks/tutorials/coil_optimization_REGCOIL.ipynb notebooks/tutorials/omnigenity.ipynb notebooks/tutorials/nae_constraint.ipynb notebooks/tutorials/bootstrap_current.ipynb @@ -61,10 +62,11 @@ :maxdepth: 1 :caption: Developer guides + notebooks/dev_guide/getting-started-eq-solve.ipynb + notebooks/dev_guide/grid.ipynb adding_compute_funs adding_objectives adding_optimizers - notebooks/dev_guide/grid.ipynb diff --git a/docs/installation.rst b/docs/installation.rst index b68b9493ba..09597ecafe 100644 --- a/docs/installation.rst +++ b/docs/installation.rst @@ -13,6 +13,11 @@ Other package managers like venv could be used instead of conda, we have just ch **NOTE: DESC requires python>=3.9.** **If you have python2 also locally installed, replace all `pip` commands with `pip3` and all `python` commands with `python3` to ensure the correct python version is used.** +**NOTE: If you are on Windows, consider using the Windows Subsystem for Linux (WSL) to install DESC.** + +We don't test or support DESC on Windows OS, and there have been some instances that numerical discrepancies on Windows can cause failures or wrong results. For these reasons, we recommend using WSL if you have a Windows machine. For instructions on how to install WSL see `here `__. For using WSL in VS Code see `here `__. + + On Your Local Machine ********************* diff --git a/docs/notebooks/basis_grid.ipynb b/docs/notebooks/basis_grid.ipynb index 3dcd72a8f2..1da4f4f028 100644 --- a/docs/notebooks/basis_grid.ipynb +++ b/docs/notebooks/basis_grid.ipynb @@ -425,7 +425,7 @@ "\n", "The two primary attributes of any grid are `grid.nodes` and `grid.weights`.\n", "\n", - "`grid.nodes` is a $k \\times 3$ array of the node locations in straight field line coordinates $(\\rho,\\theta,\\zeta)$\n", + "`grid.nodes` is a $k \\times 3$ array of the node locations in flux coordinates $(\\rho,\\theta,\\zeta)$\n", "\n", "`grid.weights` is a $k \\times 1$ array giving approximate or exact quadrature weights for each node." ] @@ -442,9 +442,9 @@ "\n", "The simplest collocation grid is one that is linearly spaced in all coordinates $(\\rho,\\theta,\\zeta)$. It accepts 3 non-negative integer arguments in two different formats: \n", "\n", - "`L`, `M`, `N` specify the spectral resolution in each dimension. For example, `L=4` would give 5 radial grid points corresponding to a polynomial up to order $\\rho^4$. `M=2` would give 5 poloidal grid points corresponding to the 5 Fourier basis functions up to order $\\sin(2\\theta)$ and $\\cos(2\\theta)$. \n", + "* `L`, `M`, `N` specify the spectral resolution in each dimension. For example, `L=4` would give 5 radial grid points corresponding to a polynomial up to order $\\rho^4$. `M=2` would give 5 poloidal grid points corresponding to the 5 Fourier basis functions up to order $\\sin(2\\theta)$ and $\\cos(2\\theta)$. \n", "\n", - "`rho`, `theta`, `zeta` directly specify the number of linearly spaced grid points in each dimension, if passed as integers. Alternatively, these inputs can be used to manually specify the arrays of nodes. \n", + "* `rho`, `theta`, `zeta` directly specify the number of linearly spaced grid points in each dimension, if passed as integers. Alternatively, these inputs can be used to manually specify the arrays of nodes. \n", "\n", "The number of field periods is also input as a positive integer `NFP`. \n", "\n", @@ -648,7 +648,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3 (ipykernel)", + "display_name": "desc-env", "language": "python", "name": "python3" }, @@ -662,7 +662,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.13" + "version": "3.12.7" } }, "nbformat": 4, diff --git a/docs/notebooks/dev_guide/getting-started-eq-solve.ipynb b/docs/notebooks/dev_guide/getting-started-eq-solve.ipynb new file mode 100644 index 0000000000..98beb37e9c --- /dev/null +++ b/docs/notebooks/dev_guide/getting-started-eq-solve.ipynb @@ -0,0 +1,980842 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# How do we solve Equilibrium?" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In this notebook, we will give a brief overview of how we treat the 3D ideal MHD equilibrium as an optimization problem. First of all, here are the ideal MHD equations,\n", + "\n", + "$$\\nabla \\cdot \\mathbf{B} = 0 $$\n", + "$$\\nabla \\times \\mathbf{B} = \\mu_0 \\mathbf{J} $$\n", + "$$\\mathbf{J} \\times \\mathbf{B} = \\nabla p $$\n", + "\n", + "We will use flux coordinates $(\\rho, \\theta, \\zeta)$ for the derivations. Then, we can write a general magnetic field in contravariant form as,\n", + "\n", + "$$\n", + " \\mathbf{B} = B^{\\rho}\\mathbf{e}_{\\rho} + B^{\\theta}\\mathbf{e}_{\\theta} + B^{\\zeta}\\mathbf{e}_{\\zeta}\n", + "$$\n", + "\n", + "We will explain the covariant and contravariant basis vectors in detail in another notebook. For the sake of this notebook, you can just think of them as a curvilinear coordinate system.\n", + "\n", + "Assuming the flux surfaces are nested, we conclude that there is no radial component of the magnetic field, so $\\mathbf{B}\\cdot\\nabla \\rho=0$ and the $B^{\\rho}$ term drops out. Applying $\\nabla \\cdot \\mathbf{B}=0$,\n", + "\n", + "$$\n", + " \\cfrac{1}{\\sqrt{g}}\\left(\\cfrac{\\partial(B^\\theta\\sqrt{g})}{\\partial\\theta} + \\cfrac{\\partial(B^\\zeta\\sqrt{g})}{\\partial\\zeta}\\right) = 0 \\hspace{2cm} \\text{where } \\sqrt{g} = R \\left( \\cfrac{\\partial R}{\\partial \\rho} \\cfrac{\\partial Z}{\\partial \\theta} + \\cfrac{\\partial R}{\\partial \\theta} \\cfrac{\\partial Z}{\\partial \\rho} \\right)\n", + "$$\n", + "\n", + "$\\sqrt{g}$ is the determinant of the Jacobian matrix. Hence,\n", + "\n", + "$$\n", + " \\cfrac{\\partial(B^\\theta\\sqrt{g})}{\\partial\\theta} = - \\cfrac{\\partial(B^\\zeta\\sqrt{g})}{\\partial\\zeta}\n", + "$$\n", + "\n", + "Applying the condition of total toroidal and poloidal flux (for the latter use the definition of $\\iota = \\cfrac{\\partial\\psi_P/\\partial\\rho}{\\partial\\psi_T/\\partial\\rho}$), we get,\n", + "\n", + "$$\n", + " \\mathbf{B} = \\cfrac{1}{2\\pi\\sqrt{g}}\\frac{d\\psi_T}{d\\rho}\\begin{bmatrix}\n", + " \\left(\\iota - \\cfrac{\\partial\\lambda(\\rho,\\theta,\\zeta)}{\\partial\\zeta}\\right)\\mathbf{e}_\\theta +\n", + " \\left(1 + \\cfrac{\\partial\\lambda(\\rho,\\theta,\\zeta)}{\\partial\\theta}\\right) \\mathbf{e}_\\zeta\n", + " \\end{bmatrix} \n", + "$$\n", + "\n", + "The above equation states that for given functions $R(\\rho, \\theta, \\zeta), Z(\\rho, \\theta, \\zeta)$ and $\\lambda(\\rho, \\theta, \\zeta)$, the magnetic field can be found. We will use this fact and transform solving the 3D ideal MHD equations into a flux surface shape optimization problem. To describe the surfaces and $\\lambda$, we will use Fourier-Zernike basis. In DESC, we have a dedicated `FourierZernikeBasis` class for these. Then, the spectral parametrized functions become,\n", + "\n", + "$$\n", + " R(\\rho,\\theta,\\zeta) = \\sum_{m=-M,n=-N,l=0}^{M,N,L} R_{lmn} \\mathcal{Z}_l^m (\\rho,\\theta) \\mathcal{F}^n(\\zeta)\n", + "$$\n", + "\n", + "$$\n", + " Z(\\rho,\\theta,\\zeta) = \\sum_{m=-M,n=-N,l=0}^{M,N,L} Z_{lmn} \\mathcal{Z}_l^m (\\rho,\\theta) \\mathcal{F}^n(\\zeta)\n", + "$$\n", + "\n", + "$$\n", + " \\lambda(\\rho,\\theta,\\zeta) = \\sum_{m=-M,n=-N,l=0}^{M,N,L} \\lambda_{lmn} \\mathcal{Z}_l^m (\\rho,\\theta) \\mathcal{F}^n(\\zeta)\n", + "$$\n", + "\n", + "In theory, by increasing the resolutions L, M and N, we can parametrize any surface since the chosen polynoms are orthogonal." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Optimization Problem\n", + "\n", + "We can write the force error minimization as follows,\n", + "\n", + "$$\\text{minimize} \\hspace{1cm} ||\\mathbf{J}\\times\\mathbf{B} - \\nabla p||_2^2 $$\n", + "$$\\text{subject to} \\hspace{1.5cm} \\mathbf{A\\bar{x}=b} $$\n", + "\n", + "In DESC, we use $\\bar{x}$ which includes both optimization and constraint parameters since they are useful for general stellarator optimization problem (i.e. allowing last closed flux surface, LCFS, to change to get better QA/QH etc.). However, the objectives are function of $\\mathbf{x}$ only.\n", + "$$\n", + " \\mathbf{\\bar{x}} = \\begin{bmatrix}\n", + " \\mathbf{x}\\\\\n", + " \\mathbf{c}\\\\\n", + " \\end{bmatrix} \\hspace{1cm} \\mathbf{x} = \\begin{bmatrix}\n", + " \\mathbf{R_{lmn}}\\\\\n", + " \\mathbf{Z_{lmn}}\\\\\n", + " \\boldsymbol{\\lambda_{lmn}}\\\\\n", + " \\end{bmatrix} \\hspace{1cm} \\mathbf{c} = \\begin{bmatrix}\n", + " \\mathbf{R^b_{mn}}\\\\\n", + " \\mathbf{Z^b_{mn}}\\\\\n", + " \\mathbf{p_{l}}\\\\\n", + " \\boldsymbol{\\iota_{l}}\\\\\n", + " \\psi_{a}\\\\\n", + " \\end{bmatrix}\n", + "$$\n", + "For pure force minimization problem, all of our constraints are linear and can be written by $\\mathbf{A\\bar{x}=b}$ where $\\mathbf{A}$ is the constraint matrix and $\\mathbf{b}$ is the target for constraints, but in general, we can have some non-linear constraints too. DESC offers different initialization methods, but we will focus on LCFS boundary condition. In addition to boundary shape, we need to give pressure profile and iota or current profile." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Constrained to Unconstrained Optimization\n", + "The problem formulated above is a constrained optimization problem. Ideally, we want to have unconstrained optimization. For this setup, it can be done by first computing the null-space of $\\mathbf{A}$, thus we have,\n", + "\n", + "$$\\mathbf{AZ}=0$$\n", + "$$\\mathbf{A\\bar{x}} = \\mathbf{A(x_{particular} + Zy) = b}$$\n", + "$$\\mathbf{Z}^T\\mathbf{Z} = \\mathbb{I} $$\n", + "\n", + "This approach requires us to solve $\\mathbf{Ax_{particular}=b}$ and find the null-space only once at the beginning, then the actual optimization iterations can use unconstrained $y$. From linear algebra, it is known that null-space can be found by singular value decomposition (SVD). Moreover, once we get the SVD, it is significantly easier to solve linear system $\\mathbf{Ax_{particular}=b}$. All of these steps are implemented in `desc.objectives.utils.factorize_linear_constraints` function.\n", + "\n", + "$$\\mathbf{A} = \\mathbf{U\\Sigma V^T} \\hspace{1cm} \\mathbf{U}\\in \\mathbb{R}^{m\\times m}, \\mathbf{\\Sigma}\\in \\mathbb{R}^{m\\times n}, \\mathbf{V}\\in \\mathbb{R}^{n\\times n}$$\n", + "$$\\mathbf{U}\\mathbf{U}^T = \\mathbb{I} \\hspace{1cm} \\mathbf{V}\\mathbf{V}^T = \\mathbb{I} $$\n", + "\n", + "In the code, we refer to `y` as `reduced state vector` or `x_reduced`. `factorize_linear_constraints` function will also provide `project` and `recover` methods that enables going back and forth between $\\bar{x}$ and `x_reduced`.\n", + "\n", + "$$\\textbf{project}(\\mathbf{\\bar{x}}) = \\mathbf{Z}^T \\mathbf{(\\bar{x}-x_{particular}) = x_{reduced} = y}$$\n", + "$$\\textbf{recover}\\mathbf{(x_{reduced}) = x_{particular} + Zx_{reduced} = \\bar{x}}$$" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "vscode": { + "languageId": "plaintext" + } + }, + "source": [ + "## Iterations in a nutshell\n", + "\n", + "DESC offers different optimizers. Unless the users specifies another optimizer, the default one is least square with trust region, in the code `lsqtr`. Here, we will show you briefly how a gradient descent based method works. First, for convenience, the objective function will be called f(x) (here the x is not strictly one of the x's defined above),\n", + "\n", + "$$f(x) = ||\\mathbf{J} \\times \\mathbf{B} - \\nabla p||^2$$\n", + "\n", + "Taylor expanding the function a close distance $\\Delta x$ around point x,\n", + "\n", + "$$f(x+\\Delta x) = f(x) + \\cfrac{df}{dx}\\Delta x + \\mathcal{O}(\\Delta x^2) $$\n", + "\n", + "For multivariable functions, $\\cfrac{d\\mathbf{f}}{d\\mathbf{x}}$ becomes a matrix known as the Jacobian. We can also represent it with gradient, so $\\cfrac{d\\mathbf{f}}{d\\mathbf{x}}=\\nabla \\mathbf{f}= \\mathbf{J}$,\n", + "\n", + "$$\\mathbf{J} = \\cfrac{d\\mathbf{f}}{d\\mathbf{x}} = \\begin{bmatrix} \\cfrac{\\partial \\mathbf{f}}{\\partial x_1} & \\cfrac{\\partial \\mathbf{f}}{\\partial x_2} & ... & \\cfrac{\\partial \\mathbf{f}}{\\partial x_n} \\end{bmatrix} = \\begin{bmatrix} \\cfrac{\\partial f_1}{\\partial x_1} & \\cfrac{\\partial f_1}{\\partial x_2} & ... & \\cfrac{\\partial f_1}{\\partial x_n} \\\\\n", + "\\cfrac{\\partial f_2}{\\partial x_1} & \\cfrac{\\partial f_2}{\\partial x_2} & ... & \\cfrac{\\partial f_2}{\\partial x_n} \\\\\n", + ". & . & ... & . \\\\\n", + "\\cfrac{\\partial f_m}{\\partial x_1} & \\cfrac{\\partial f_m}{\\partial x_2} & ... & \\cfrac{\\partial f_m}{\\partial x_n}\n", + "\\end{bmatrix} \\hspace{2cm} \\mathbf{f} \\in \\mathbb{R}^m, \\mathbf{x} \\in \\mathbb{R}^n, \\mathbf{J} \\in \\mathbb{R}^{m\\times n} $$\n", + "\n", + "The details of getting the Jacobian will be explained in `JAX and Backend` notebook. Returning back to the Taylor expansion, if we neglect higher order terms (in practice we usually do due to the computational problems thats comes with Hessians but there are several implementations in DESC that uses second or higher order terms i.e. perturbations, `fmintr` etc.),\n", + "\n", + "$$\\mathbf{f}(x+\\Delta x) = \\mathbf{f}(x) + \\mathbf{J}\\Delta x $$\n", + "\n", + "In Newton methods, at each iteration we are trying to find a $\\Delta x$ such that we will minimize $||f(x+\\Delta x)||^2$. This can be satisfied by,\n", + "\n", + "$$0 = \\mathbf{f}(x) + \\mathbf{J}\\Delta x $$ \n", + "\n", + "The aim at the end of iteration is to find the new point $x+\\Delta x$ which gives lower value of the objective function. We can find the step size as follows,\n", + "\n", + "$$\\Delta x = -(\\mathbf{J}^T\\mathbf{J})^-\\mathbf{J}^T\\mathbf{f}(x) $$\n", + "\n", + "The above equation introduced $\\mathbf{J}^T$ to prevent abuse of notation of the inverse. For non-square matrices, the inverse is not defined, one can only find left or right inverses which are called pseudo-inverse. Though, one can write $\\Delta x = -\\mathbf{J}^-\\mathbf{f}(x)$ by specifying that $\\mathbf{J}^-$ is the left inverse. Moving forward, we see that the inverse of $\\mathbf{J}^T\\mathbf{J}$ is needed which is computationally heavy and inaccurate. Instead, we will use matrix decomposition again. This time QR decomposition will be used (the user can change the decomposition type to \"SVD\" or \"Cholesky\" by supplying `tr_method` option to the optimizer). The reason for changing method is that this operation will be conducted every single iteration of the optimization, thus it needs to be fast. Although SVD is very accurate, compared to QR, it is slower. Once a QR decomposition is found, the step size can be found as follows,\n", + "\n", + "$$\\mathbf{J} = QR \\hspace{1cm} \\text{where } Q^TQ = \\mathbb{I} \\text{ and } R \\text{ is upper triangular}$$\n", + "$$\\mathbf{J} \\Delta x = -\\mathbf{f}(x) $$\n", + "$$QR\\Delta x = -\\mathbf{f}(x) $$\n", + "$$Q^TQR\\Delta x = -Q^T\\mathbf{f}(x) $$\n", + "\n", + "The last equation can be rewritten as,\n", + "\n", + "$$R\\Delta x = -Q^T\\mathbf{f}(x) $$\n", + "\n", + "Since $R$ is known to be upper triangular, the above linear system can be solved by backward substitution efficiently.\n", + "\n", + "The given procedure finds a step size but it could be too large or small which causes optimizer to diverge or last very long. Therefore, we use a method called trust-region to alter the step accordingly." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Trust Region Method\n", + "\n", + "Trust region method finds a new descent direction and a step size for $\\Delta x$ such that it satisfies $||\\Delta x||\\leq r_{tr}$ where $r_{tr} \\in \\mathbb{R}$ is a positive number. The optimization problem for this case is,\n", + "\n", + "$$\n", + "\\min_{\\Delta x} ||\\mathbf{f} + \\mathbf{J}\\Delta x||^2 \\hspace{2cm} \\text{such that } ||\\Delta x||\\leq r_{tr}, r_{tr}>0, r_{tr} \\in \\mathbb{R}\n", + "$$\n", + "\n", + "\"drawing\"\n", + "\n", + "We won't go into the details of trust region method but interested readers can refer to \"Nocedal & Wright, Numerical Optimization, Chapter 4\" for more information on this method.\n", + "\n", + "Note: DESC offers many other optimizers, check [Optimizers Supported](https://desc-docs.readthedocs.io/en/latest/optimizers.html) page for details. Trust region method or `lsq-exact` is the default for most of the optimization problem solved in DESC.\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Initial Guess\n", + "\n", + "The equilibrium solution is explained above. Lastly, it is useful to show how we get the initial guess for the optimization. When an equilibrium is initialized by a LCFS, at the end of the `__init__` method, we call `set_initial_guess` which provides initial $R_{lmn}$ and $Z_{lmn}$ coefficients. This is done by scaling the given LCFS down around its central axis. $\\lambda_{lmn}$ coefficients are initialized by 0." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "DESC version 0.12.3+186.g001cfa33c.dirty,using JAX backend, jax version=0.4.35, jaxlib version=0.4.35, dtype=float64\n", + "Using device: CPU, with 5.62 GB available memory\n" + ] + } + ], + "source": [ + "import sys\n", + "import os\n", + "\n", + "sys.path.insert(0, os.path.abspath(\".\"))\n", + "sys.path.append(os.path.abspath(\"../../../\"))\n", + "\n", + "import desc\n", + "import numpy as np\n", + "from desc.equilibrium import Equilibrium\n", + "from desc.plotting import plot_surfaces, plot_comparison, plot_3d\n", + "from desc.grid import LinearGrid, ConcentricGrid\n", + "import plotly.graph_objects as go\n", + "import plotly.io as pio\n", + "\n", + "# This ensures Plotly output works in multiple places:\n", + "# plotly_mimetype: VS Code notebook UI\n", + "# notebook: \"Jupyter: Export to HTML\" command in VS Code\n", + "# See https://plotly.com/python/renderers/#multiple-renderers\n", + "pio.renderers.default = \"plotly_mimetype+notebook\"" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# for this example, we will use the LCFS of the ATF from DESC examples\n", + "lcfs = desc.examples.get(\"ATF\").get_surface_at(rho=1)\n", + "# initialize the equilibrium object with the LCFS\n", + "eq = Equilibrium(surface=lcfs)\n", + "# plot flux surfaces of the initial guess\n", + "plot_surfaces(eq);" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "eq_solved = desc.examples.get(\"ATF\")\n", + "# we can also compare the initial guess with the actual solution\n", + "plot_comparison(eqs=[eq, eq_solved], labels=[\"Initial guess\", \"Actual solution\"]);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Computational Domain\n", + "\n", + "The toroidal domain that we are working on has a couple symmetry properties that allow us to reduce the computational domain. These are \n", + "- Number of field periods symmetry (NFP)\n", + "- Stellarator symmetry (up-down symmetry)\n", + "\n", + "Number of field periods symmetry is basically an integer quantifying how many times a certain region repeats itself along the toroidal direction. If flux surface shapes are known for a toroidal angle of $2\\pi/NFP$ then, the full $2\\pi$ can be found simply by repeating it.\n", + "\n", + "Stellarator symmtry can be shown as,\n", + "\n", + "$$R(\\rho, \\theta, \\zeta) = R(\\rho, -\\theta, -\\zeta) $$\n", + "$$Z(\\rho, \\theta, \\zeta) = - Z(\\rho, -\\theta, -\\zeta) $$\n", + "$$\\lambda(\\rho, \\theta, \\zeta) = - \\lambda(\\rho, -\\theta, -\\zeta) $$\n", + "\n", + "Let's see these in effect visually! Here, we will use `ARIES-CS` equilibrium with $NFP$=3. First, apply the $NFP$ symmetry," + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + " \n", + " " + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/vnd.plotly.v1+json": { + "config": { + "plotlyServerURL": "https://plot.ly" + }, + "data": [ + { + "colorbar": { + "title": { + "text": "|𝐁| (T)" + } + }, + "colorscale": [ + [ + 0, + "rgb(5,48,97)" + ], + [ + 0.1, + "rgb(33,102,172)" + ], + [ + 0.2, + "rgb(67,147,195)" + ], + [ + 0.3, + "rgb(146,197,222)" + ], + [ + 0.4, + "rgb(209,229,240)" + ], + [ + 0.5, + "rgb(247,247,247)" + ], + [ + 0.6, + "rgb(253,219,199)" + ], + [ + 0.7, + "rgb(244,165,130)" + ], + [ + 0.8, + "rgb(214,96,77)" + ], + [ + 0.9, + "rgb(178,24,43)" + ], + [ + 1, + "rgb(103,0,31)" + ] + ], + "flatshading": true, + "i": [ + 0, + 1, + 1, + 2, + 2, + 3, + 3, + 4, + 4, + 5, + 5, + 6, + 6, + 7, + 7, + 8, + 8, + 9, + 9, + 10, + 10, + 11, + 11, + 12, + 12, 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However, it is not unique, and the choice can be different for other codes. In DESC, if the equilibrium of interest has stellarator symmetry, we only consider $\\theta\\in[0, \\pi]$ and $\\zeta\\in[0, 2\\pi/NFP]$. See [Grid Dev Guide](https://desc-docs--1304.org.readthedocs.build/en/1304/notebooks/dev_guide/grid.html#Symmetry) for some other considerations related to stellarator symmetry.\n", + "\n", + "Let's see the final computational domain!" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.plotly.v1+json": { + "config": { + "plotlyServerURL": "https://plot.ly" + }, + "data": [ + { + "colorbar": { + "title": { + "text": "|𝐁| (T)" + } + }, + "colorscale": [ + [ + 0, + "rgb(5,48,97)" + ], + [ + 0.1, + "rgb(33,102,172)" + ], + [ + 0.2, + "rgb(67,147,195)" + ], + [ + 0.3, + "rgb(146,197,222)" + ], + [ + 0.4, + "rgb(209,229,240)" + ], + [ + 0.5, + "rgb(247,247,247)" + ], + [ + 0.6, + "rgb(253,219,199)" + ], + [ + 0.7, + "rgb(244,165,130)" + ], + [ + 0.8, + "rgb(214,96,77)" + ], + [ + 0.9, + "rgb(178,24,43)" + ], + [ + 1, + "rgb(103,0,31)" + ] + ], + "flatshading": true, + "i": [ + 0, + 1, + 1, + 2, + 2, + 3, + 3, + 4, + 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "grid_points = ConcentricGrid(\n", + " L=5,\n", + " M=5,\n", + " N=5,\n", + " NFP=eq.NFP,\n", + " sym=True,\n", + ")\n", + "\n", + "data = eq.compute([\"X\", \"Y\", \"Z\"], grid=grid_points)\n", + "x = data[\"X\"]\n", + "y = data[\"Y\"]\n", + "z = data[\"Z\"]\n", + "fig = plot_3d(eq, \"|B|\", alpha=0.1)\n", + "fig = plot_3d(eq, \"|B|\", grid=grid, alpha=0.95, fig=fig)\n", + "fig.add_trace(\n", + " go.Scatter3d(\n", + " x=x, y=y, z=z, mode=\"markers\", marker=dict(color=\"black\", size=6, opacity=1)\n", + " )\n", + ")\n", + "fig.show()" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "desc-env", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.7" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/docs/notebooks/dev_guide/grid.ipynb b/docs/notebooks/dev_guide/grid.ipynb index 91b231f636..421cfdeae5 100644 --- a/docs/notebooks/dev_guide/grid.ipynb +++ b/docs/notebooks/dev_guide/grid.ipynb @@ -45,8 +45,7 @@ "\n", "One difference between the three predefined grids is the placement of nodes.\n", "All the predefined grids linearly space each $\\theta$ and $\\zeta$ surface.\n", - "That is, on any given $\\zeta$ surface, all the nodes which lie on the same $\\rho$ surface are evenly spaced.\n", - "On any given $\\theta$ surface, all the nodes which lie on the same $\\rho$ surface are evenly spaced.\n", + "That is, For any ζ cross-section, the grid layout is the same.\n", "`LinearGrid`s in particular, also linearly spaces the $\\rho$ surfaces.1\n", "As the nodes are evenly spaced in all coordinates, each node occupies the same volume in the domain.\n", "\n", @@ -58,10 +57,19 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 2, "id": "8680d734-8ef6-4dbc-b016-3abebe3faa1c", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "DESC version 0.12.3+10.g5d0c62825.dirty,using JAX backend, jax version=0.4.33, jaxlib version=0.4.33, dtype=float64\n", + "Using device: CPU, with 4.88 GB available memory\n" + ] + } + ], "source": [ "import sys\n", "import os\n", @@ -150,7 +158,7 @@ "source": [ "Regarding node placement, the only difference between `QuadratureGrid` and `LinearGrid` is that `QuadratureGrid` does not evenly space the flux surfaces.\n", "\n", - "As can be seen above, although the `ConcentricGrid` has nodes evenly spaced on each $\\theta$ curve, the number of nodes on each $\\theta$ curve is not constant.\n", + "As can be seen above, although the `ConcentricGrid` has nodes evenly spaced on each $\\rho$ surface, the number of nodes on each $\\rho$ surface is not constant.\n", "On `ConcentricGrid`s, the number of nodes per $\\rho$ surface decreases toward the axis.\n", "The number of nodes on each $\\theta$ surface is also not constant and will change depending on the `node_pattern` as documented [here](https://desc-docs.readthedocs.io/en/latest/notebooks/basis_grid.html#Concentric-grids).\n", "\n", @@ -172,7 +180,7 @@ "The number of nodes in any given grid is stored in the `num_nodes` attribute.\n", "The grid object itself is a `num_nodes` $\\times$ 3 numpy array.\n", "That is `num_nodes` rows and 3 columns.\n", - "Each row of the grid represents a single node.\n", + "Each row of the `grid.nodes` represents a single node.\n", "The three columns give the $\\rho, \\theta, \\zeta$ coordinates, respectively, of any node.\n", "\n", "All quantities that are computed by DESC are either a global scalar or an array with the same number of rows as the grid the quantity was computed on.\n", @@ -183,7 +191,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 22, "id": "80b2df38-2b33-4483-8f9e-6ed697dd6b5c", "metadata": {}, "outputs": [ @@ -191,34 +199,25 @@ "name": "stdout", "output_type": "stream", "text": [ - " grid nodes ψ B\n", - "[0.212 0.000 0.000] [0.007] [2.708e-18 3.534e-01 3.555e-02]\n", - "[0.212 2.094 0.000] [0.007] [0.047 0.317 0.060]\n", - "[0.212 4.189 0.000] [0.007] [-0.047 0.317 0.060]\n", - "[0.591 0.000 0.000] [0.056] [-5.055e-18 3.830e-01 -4.191e-02]\n", - "[0.591 2.094 0.000] [0.056] [0.136 0.378 0.050]\n", - "[0.591 4.189 0.000] [0.056] [-0.136 0.378 0.050]\n", - "[0.911 0.000 0.000] [0.132] [-2.726e-17 2.630e-01 -7.147e-02]\n", - "[0.911 2.094 0.000] [0.132] [0.222 0.364 0.061]\n", - "[0.911 4.189 0.000] [0.132] [-0.222 0.364 0.061]\n", - "[0.212 0.000 0.110] [0.007] [-0.026 0.366 -0.011]\n", - "[0.212 2.094 0.110] [0.007] [-0.063 0.326 -0.006]\n", - "[0.212 4.189 0.110] [0.007] [-0.050 0.374 -0.073]\n", - "[0.591 0.000 0.110] [0.056] [0.056 0.419 0.060]\n", - "[0.591 2.094 0.110] [0.056] [-0.031 0.311 0.050]\n", - "[0.591 4.189 0.110] [0.056] [-0.025 0.374 -0.123]\n", - "[0.911 0.000 0.110] [0.132] [0.177 0.409 0.141]\n", - "[0.911 2.094 0.110] [0.132] [-0.028 0.233 0.039]\n", - "[0.911 4.189 0.110] [0.132] [-0.057 0.360 -0.219]\n", - "[0.212 0.000 0.220] [0.007] [ 0.026 0.366 -0.011]\n", - "[0.212 2.094 0.220] [0.007] [ 0.050 0.374 -0.073]\n", - "[0.212 4.189 0.220] [0.007] [ 0.063 0.326 -0.006]\n", - "[0.591 0.000 0.220] [0.056] [-0.056 0.419 0.060]\n", - "[0.591 2.094 0.220] [0.056] [ 0.025 0.374 -0.123]\n", - "[0.591 4.189 0.220] [0.056] [0.031 0.311 0.050]\n", - "[0.911 0.000 0.220] [0.132] [-0.177 0.409 0.141]\n", - "[0.911 2.094 0.220] [0.132] [ 0.057 0.360 -0.219]\n", - "[0.911 4.189 0.220] [0.132] [0.028 0.233 0.039]\n" + "grid nodes ψ B \n", + "[0.355 0.000 0.000] [0.020] [0.000 0.380 0.007]\n", + "[0.355 2.094 0.000] [0.020] [0.079 0.339 0.057]\n", + "[0.355 4.189 0.000] [0.020] [0.000 0.339 0.057]\n", + "[0.845 0.000 0.000] [0.114] [0.000 0.303 0.000]\n", + "[0.845 2.094 0.000] [0.114] [0.205 0.379 0.057]\n", + "[0.845 4.189 0.000] [0.114] [0.000 0.379 0.057]\n", + "[0.355 0.000 0.110] [0.020] [0.000 0.380 0.011]\n", + "[0.355 2.094 0.110] [0.020] [0.000 0.319 0.017]\n", + "[0.355 4.189 0.110] [0.020] [0.000 0.381 0.000]\n", + "[0.845 0.000 0.110] [0.114] [0.149 0.425 0.122]\n", + "[0.845 2.094 0.110] [0.114] [0.000 0.259 0.049]\n", + "[0.845 4.189 0.110] [0.114] [0.000 0.364 0.000]\n", + "[0.355 0.000 0.220] [0.020] [0.000 0.380 0.011]\n", + "[0.355 2.094 0.220] [0.020] [0.037 0.381 0.000]\n", + "[0.355 4.189 0.220] [0.020] [0.051 0.319 0.017]\n", + "[0.845 0.000 0.220] [0.114] [0.000 0.425 0.122]\n", + "[0.845 2.094 0.220] [0.114] [0.047 0.364 0.000]\n", + "[0.845 4.189 0.220] [0.114] [0.025 0.259 0.049]\n" ] } ], @@ -227,8 +226,9 @@ "grid = QuadratureGrid(L=2, M=1, N=1, NFP=eq.NFP)\n", "data = eq.compute([\"B\", \"psi\"], grid=grid)\n", "\n", - "print(\" grid nodes \", \"ψ\", \" B\")\n", - "for node, psi, b in zip(grid.nodes, data[\"psi\"], data[\"B\"]):\n", + "print(f\"{'grid nodes':25}\", f\"{'ψ':10}\", f\"{'B':10}\")\n", + "for node, psi, b in zip(grid.nodes, data[\"psi\"], np.array(data[\"B\"])):\n", + " b[b < 1e-10] = 0\n", " print(node, \" \", np.asarray([psi]), \" \", b)" ] }, @@ -237,14 +237,14 @@ "id": "8a0dc378-334b-4dea-8420-6bf8787be13b", "metadata": {}, "source": [ - "The leftmost block are the nodes of the grid.\n", + "The leftmost block shows the $[\\rho, \\theta, \\zeta]$ position of each node of the grid.\n", "\n", "The middle block is a flux surface function.\n", "In particular $\\psi$ is a scalar function of the coordinate $\\rho$.\n", "We can see $\\psi$ is constant over all nodes which have the same value for the $\\rho$ coordinate.\n", "\n", "The rightmost block is the magnetic field vector.\n", - "The columns give the $\\rho, \\theta, \\zeta$ components of this vector.\n", + "The columns give the $R, \\phi, Z$ cylindrical components of this vector.\n", "Each row is the evaluation of the magnetic field vector at the node on that same row." ] }, @@ -513,6 +513,15 @@ "H = data[\"psi\"] * data[\"|B|\"] * surface_integrals(grid=grid, q=Q, surface_label=\"rho\")\n", "```\n", "\n", + "Important Note: Please notice that for the examples shown here, the Jacobian term is baked into the function $Q$ we are integrating. As described above, $d\\rho, d\\theta, d\\zeta$ weights doesn't account for the shape of the surfaces. For integrals over constant parameter surfaces, the required 2D Jacobian determinants are as follows,\n", + "\n", + "* over constant $\\rho$ surface : $|e_{\\theta} \\times e_{\\zeta}|$\n", + "* over constant $\\theta$ surface : $|e_{\\zeta} \\times e_{\\rho}|$\n", + "* over constant $\\zeta$ surface : $|e_{\\rho} \\times e_{\\theta}|$\n", + "* for volume integral: $\\sqrt{g}$\n", + "\n", + "So, one needs to multiply $Q$ by these quantities before taking the integral.\n", + "\n", "Below is a visual of the output generated by `surface_integrals`." ] }, @@ -686,7 +695,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 26, "id": "3f4b60b7-be21-4984-b0b5-ee3e6b7959e1", "metadata": {}, "outputs": [ @@ -699,9 +708,9 @@ }, { "data": { - "image/png": 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", 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", 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", 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", "text/plain": [ - "
" + "
" ] }, "metadata": {}, "output_type": "display_data" }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The left node has 𝑑𝜌=0.625, the middle node has 𝑑𝜌=0.25, the right has 𝑑𝜌=0.075\n" + ] + }, { "data": { - "image/png": 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", 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", "text/plain": [ - "
" + "
" ] }, "metadata": {}, @@ -754,8 +770,8 @@ "\n", "print(\"The left node has 𝑑𝜌=0.75, the right has 𝑑𝜌=0.25\")\n", "figure, axes = plt.subplots(1)\n", - "axes.add_patch(plt.Circle((0.5, 0), 0.1, color=\"m\"))\n", - "axes.add_patch(plt.Circle((1, 0), 0.1, color=\"c\"))\n", + "axes.add_patch(plt.Circle((0.5, 0), 0.15, color=\"m\"))\n", + "axes.add_patch(plt.Circle((1, 0), 0.05, color=\"c\"))\n", "axes.add_patch(plt.Rectangle((0, -0.0125), 0.75, 0.025, color=\"m\"))\n", "axes.add_patch(plt.Rectangle((0.75, -0.0125), 0.25, 0.025, color=\"c\"))\n", "axes.plot(rho, np.zeros_like(rho), color=\"k\")\n", @@ -766,10 +782,11 @@ "plt.title(\"Two nodes and their d\" + r\"$\\rho$\" + \" weight\")\n", "plt.show()\n", "\n", + "print(\"The left node has 𝑑𝜌=0.625, the middle node has 𝑑𝜌=0.25, the right has 𝑑𝜌=0.075\")\n", "figure, axes = plt.subplots(1)\n", - "axes.add_patch(plt.Circle((0.5, 0), 0.05, color=\"m\"))\n", + "axes.add_patch(plt.Circle((0.5, 0), 0.13, color=\"m\"))\n", "axes.add_patch(plt.Circle((0.85, 0), 0.05, color=\"r\"))\n", - "axes.add_patch(plt.Circle((1, 0), 0.05, color=\"c\"))\n", + "axes.add_patch(plt.Circle((1, 0), 0.015, color=\"c\"))\n", "axes.add_patch(plt.Rectangle((0, -0.0125), 0.675, 0.025, color=\"m\"))\n", "axes.add_patch(plt.Rectangle((0.675, -0.0125), 0.25, 0.025, color=\"r\"))\n", "axes.add_patch(plt.Rectangle((0.925, -0.0125), 0.075, 0.025, color=\"c\"))\n", @@ -826,7 +843,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 29, "id": "3da00639-9c05-4076-8660-f6f5b4c183fc", "metadata": {}, "outputs": [ @@ -839,9 +856,9 @@ }, { "data": { - "image/png": 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", + "image/png": 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", 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" ] }, "metadata": {}, @@ -874,7 +891,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 32, "id": "5cf2d2ec-4f85-4d73-90a7-332c4ed4499b", "metadata": {}, "outputs": [ @@ -887,9 +904,9 @@ }, { "data": { - "image/png": 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5nx/Ex8OBA38npLFYICVF6/vesAHWrdMCsc1W5y+3A5gPvIs2T/g64BG0gcYatVuHDdMC7znn1LlOwoWUl7NYLApQFovF01XxfhkZSt16q1JaloNqPcpBfQqqnxZzVV9Qb4HKrcE1DB9duyr1yCNKLV6s1LFjVdc/JUUpf/+6f926Pr75puq6FhUp9dtvSr3wglKDB9e53lZQ80H1P/lz6ALqDVAFNb3WyJFK7d5d518l4RoScH1BaalSr7yiVHh4tV+YRaDmgGoLygTqWlC/1zVQdepUswCrZ/p0pfz8PBNo/f2VuuOO2tU7P1+pL75QavRopdq2rVM9/gR1N6hgUBGgngJ1rKb38dBDSmVm1u5ehMtIwK3vVqxQqnPnar8Yj4GaBCoOVBCoB0Cl1iVIde+u1HPPKbVjh3Pup6xMqd693d/SNZuVio9XKifHOfexZ49Sc+YoddVVSgUE1KpOWaBeBNUYVCiof4DKrMk1oqKUevddpex259yTqDMJuPVVRoZSt9xS7RdfHqh/gQoDFQPq2Zq+eE9/9Oql1LRpSu3c6bp7a9HCfUHXz097d7Bpk2vuJztbqbfeUuqCC2pVv0JQr4BqAioE1FhQR2pyjcGDlUpNdc29iRqRgFvf1LD7oBjUv9FatI1AvXDyBVzjF35yslIvvui+/sF9+5RKTHR90DWbte/lH3+4577279f+WHXqVOO6FoGaCaopWnfD4zUJvIGBSk2ZolRxsXvuU+iSgFufbNqkDURV4wVWDuoDUK3Qug6eBJVd02AUFKTUbbcp9euvnnlbmpGhdVm4qk/X31+pZs2U2rzZ/fdmtyv1119KjR2rVHR0jeptAfUaqARQ4WjdDtbqnt+pk1KrVrn/foVSSgJu/WCzKTVjhtZKqcaL6ltQ3UD5gboH1IGaBqKkJO3rZWV5+s61Fv3UqVpL1Gx2TqA9FcAffFAb7PK0wkKtv7dduxq3eCejdTO0AfU5KHt1z3/wQef1V4tqk4Dr7Q4cUOrCC6v1IjoI6jq0aUXDQaXUNBANHarU0qVKlZd7+q4r27xZqb59/26Z1ibQnjqvTRulfvrJ03dUmc2m1JdfKjVkSI3uKx3UzSd/7heB2lrdc1u0UOr33z191w2KBFxvtnChNtJcxQunDK2fNvxkS+f7mgaiyy9Xau1aT99t9axbp9Rdd/3d2q+q1R8YqJTJpD2GD1dq2TItsHm7v/5S6vbba/THZRWoc9De2Yymml1IZrPWN18fvic+QFaaeaO8PC0f6oIFVR66DngILefBeOCfaFvJVMtll8GkSTBgQG1r6jknTmibVp5a+bVhAxQUaLl9/f0hNFRL5N2/v7aj7qBB0LzGC2c9LyMDpk3TksJXYwWeHZiH9nsAMBct90WVLrkE5s/XVtkJ1/F0xK9Kg2vhrlqlVKtWVbZMckH9H9qihUGgttekRXvJJUqtXu3pO3UNX51zunu3UjffXO2f8QlQd5zsZrgVbU5vlec1barU8uWevlOfJvndvMkbb2jba6enOzzsF7QdExaiZfJaiZa5q0oXXaRt5f3DD3DuuXWrq7fy1cxZ7dppyX02bNBao1WIBj5AS6X5M9AFLbWmQ5mZcPHFMHGiZ/NZ+DAJuN6gtFTL7P9//+cwIUoZMAFtG5deaIlP7qIaSU5at9ZSM/70Ewwc6Jw6C8845xztD+by5dC3b5WHXwWkAJehJca5FW3vNkNKwXPPaX+ca7kLiDAmfbiedvw43Hij1h/pwG60F0sK8G+0VH5VBtqgIHjmGXjqKdkbyxcpBYsWwZgx1dq6/hu035ty4CPg4qpOaN4cvvlGdplwImnhetKWLdCvn8Ngq4D30Fq0NrSdbx+kGsH2qqtg+3ZtUEyCrW8ymWDkSNixAx58sMrDr0QbXB2MtuPEFLTfKUMZGXD++fD9986orUACrud8/jmcdx6kpRkekgfciJac+v+ANWg73Tp0qvvgq6+gTRsnVVZ4tagoeOstWLUKOjnuzY9GS34+C5gGXIG2k4ehwkLtj/fcuU6qbMMmAdfdTvWRXX89FBUZHrYT6I+2zfhPwEtUsQeWn5/WfZCSAldf7cwai/ri/PO1JOlTpkCg8W+LCXgUbZ+1VLR3T787uq7NBg89BOPGOXXni4ZI+nDdyWbT3vq9957Dw75F2+sqGW33hSpnjyYlwYcfai84IQBSU7XftV9/dXjYCeAOtI0uXwKeoIruqhtu0H7X6vtr0UOkhesuZWVw220Og61C+6W/Cm2Txl+oRrC94w5t7zIJtuJ0ycnw88/w0ktgNt6iMgb4EngeeArtD32xo+suWQIXXgjHjjmztg2GtHDdobhYG9xwsGuuBbgXWAS8CjxOFS2N6Git3+6mm5xZU+GL/vgDbr5Z26fNgZ/QdhLuBnwBxDo6uG1bWLECWrZ0WjUbAmnhulpRkdan6iDYHgLOB35Ae2s3hiqC7dCh2gwHCbaiOs49V3sXdO21Dg+7GK0v9yBwLrDH0cF792qbfu7f76RKNgwScF0pLw8uvVRbcGBgJzAQsKLlRRjm6Hp+ftrOrMuWQWKiU6sqfFx0NHz2GfznPw4H1LqizYaJQAu6fzi6ZlqalqNi925n1tSnScB1lawsbbXO78bjvxuAC4CmaFuUt3N0vchI+PprGD9eC7xC1JTJBI8+qnUxtDP+bUtAGz84F21V46eOrnnoELYRIzhktTq1qr5KXrmucPSolhNhwwbDQ1ai/TL3BJZTRX9Z+/awdi1cfrnz6igarnPO0X43r7jC8JBw4HO0OeA3Af8xOK4sLo7b33iD/hs3sleCbpUk4Dpbfr4WGFNSDA9Zira2/TK05CLhjq53ySVasE2ucsmDENUXGQlffAGjRxseYkYLtC+hDeK+elZ5aUwMN3/2GR+XlXG4tJShmzaRXuxwjkODJwHXmUpK4LrrtMnnBuahjQTfCXwMBDm63hNPaGvZo6OdWUshNP7+8Prr8OqrhlnWTGjTxWYCT6IFX4Di6Giu//xzPjst2dKBkhIu2rSJjJISF1e8/pJpYc5is8Ett8Cnxj1e76AlD3kGbVml4UyEwEBtytfddzu9mkLo+vxzGDUKHHQLzAYeAyYFB7P6++9ZZhA6OoaE8EuvXsQ7GJxrqKSF6wxKweOPOwy2H6ElnZkIvICDYBsaCt9+K8FWuNd118HKldCkieEhjwKvhoQwpbiYZfPmGR6302rlks2bKZCcupVIwHWGadNgzhzD4s/RuhCeACY7uk5kJPz4oza7QQh369dPGy/o3Fm3OC86msVffw1jx8K8efDf/2qNDR1bioq4fccO7N79BtrtJODW1dtvw7/+ZVj8PTASbbR3Bg5atrGx2lJMSRAuPCkpScs61rv3GU+fiInhok8/5Q8/Pxg+HJ58UsupsHCh4aW+yM5msoNseA2RBNy6WLpU26nBwC9oWfZvBubgINgmJGg5cc85x9k1FKLmYmK0xTr9+wNwLC6OCxctYsPpORmuvFLboeTtt7V3ZQaeS09nkeRdqCABt7a2btUGGQzS1a1DS0JzJdq+Y4bf6JYttYxOXbq4pJpC1EpUFPz4I5lXXMGQjz9mi14CnBEjtBwhL7+s7Zxs4K7UVDYWFLiurvWIBNzayMvT8tlaLLrF+9AC7QXA/wB/o+u0b69t6uhg1Y8QHhMZSdjnnxMVE2N8zAMPaNnDJk2CnTt1D7Ha7VyzbRtHS0tdVNH6QwJuTdntcOedsEc/tUcecDVaWsVFOEga3rKl1mfbooVLqimEM0QEBvJd9+70iYjQP8DPT9szr0sXLQF+RobuYQdLSrhh2zZKG3gCcwm4NfXSS9oKHR3laP212Wg5Rg1XkMXGajuvNq8y260QHtfI358funene1iY/gEBAdouE7GxWq6PnBzdw37Pz2f0rl14+dR/l5KAWxPLlsGzzxoWPwn8jJZL1DBLaGiotnpMluqKeiQmIIBlPXrQKTRU/4CwMK0xYrPB5MlgMAf3vcxMXjdoBTcEEnCr68ABbSWZwVuiuWgb881D24tMl7+/ljG/v+ERQnitJoGB/NSjB82MVpDFxGj79e3c6XDTybF79rDcoBXs6yTgVkdJiTYim52tW7wcbVfdSWhdCob++1+47DLn108IN2kWFMTSrl0JMsi9QLt28I9/wOLFsHy57iE24MaUFA41wEQ3EnCrY+xYWL9et+ggWvq6EWgB19Arr8Dttzu/bkK4Wd/ISN7t2NH4gGHDtKXCr7wC+/bpHpJTXs4DDbA/VwJuVb79Ft58U7eoHBgFNAbexcHChscf1/7qC+EjbmvalKcczbB5+GFt2uPEiVBYqHvIdydOMC8z00U19E4ScB3JzoZ77zUsnoq2wOETHMxIGDxY+0svhI95oU0brjCaoxsQoM3NtVrhhRcMxz7G7tnToLoWJOA6Mno0GPwF/hlta+mZQA+j85s1g08+0QbLhPAxZpOJ/3XuTEejtKmxsdqMhXXrtNeBjjybrUF1LUjANfLJJ7BokW7RMbSuhOsAw0wK/v5ausb4eNfUTwgv0Mjfny+7dSPKqFHRrRvccw+8/76206+OhtS1IAFXz/Hj8MgjukV24C60FWQO+23//W847zxX1E4Ir9IhNJRPOnc2DiYjR0KHDlrXgsHy3obStSABV89jj2m77uqYBfyItj2O4cY3o0ZpmZSEaCAuiYnhlbZt9QvNZm3Z7+HD8MEHuoc0lK4FCbhn+/JLwxyfe4EJwL/QtpDW1a2bNunbaJ6iED5qTGIiIxs31i9s3lybubBwoZZpT8d3J07wgY93LcieZqfLy9Oy3R8+XKlIARej9d9uwCApTViYtoFk+/YuraYQ3iqrtJQu69dzrKyscqFS8PTTcOgQvPsu6LyeG5nNpPTrR/Mgh9ur1lvSwj3d88/rBlvQluz+jNZva5gBbOZMCbaiQYsLDOStDh30C00mGDcOCgoM57bn2Wzcv3Onz3YtSMA9Ze9emDVLtygTbT+yx3CQJ+Hyy+H++11TNyHqkesaN+YWo80o4+K0hUBffQXbtuke8t2JEyw+ftyFNfQcCbinjB8Pem+D0AJtI7R5t7piYuC996TfVoiT/tOuHU0CAvQLhw7VtpOaNUvLLqZjwv79lPlg7lynBtxFixbx5JNPMnr0aH799ddK5UlJSQwZMoQhQ4bw+uuvO/NL182vv2pZvHR8AXwKvIWD1WT/+Y+2L5kQAqhG18Jjj8H+/dogtY7dVivv++AAmtMGzQoKChg8eDAbNmyguLiYvn37smXLFvz8/o7pkydPZvLkyTW6rssHzex2bXvoDRsqFVmAjsAQ4EOj86+8Unt7JK1bISq5dft2PjbaRPKtt+Drr7Xdf6MrT7JMCAxkT//+hOrtp1ZPOa2Fu2bNGjp27IjJZCIkJISwsDD2nrWyZNWqVcyYMYNJkyZx2GBwqqysDKvVesbDpT78UDfYgrZsNxdte3NdERFa578EWyF0zW7f3rhr4Y47tJkKb7+tW3yktJT/HDrkwtq5n9MCblZWFuHhf7/pjoiIIOusxQMvvPAC48aNY9SoUVx33XW615k2bRqhoaEVj9jYWGdVsbKiIvjnP3WLMoHpwHigqdH5L70ke5IJ4UBsQIBx10JoqDY39/vvISVF95CXDh4kx2BspT5yWsCNi4uj8LQ0bAUFBcTFxZ1xTP+TOx106NCB9PT0M44/ZcKECVgslopHtkHSb6d4+WXDaWCTgCi02Qm6evbUdiwVQjjkcNbChRdCr16GA2i55eVMP3DAxTV0H6cF3P79+7Nr1y4AiouLKSoqok2bNhw5cgSA5cuXs2zZMgDy8/Mxm82E6WxKFxAQQEhIyBkPlzh+3DBt4ja0+bbTAIMdnLQ5tz7UtySEK/27XTvC/HTCjckEjz6q7YK9cqXuuf/JyPCZPAtOyxsYGRnJ+PHjGT9+PBaLhTlz5pCWlsatt97K2rVriY2NZerUqWzZsoXU1FTeffddTJ7s+5w1CywW3aKngO6A4f4M11yj/WUWQlRLfGAgY1u04Pn09MqFrVvDxRfDvHkwZEilhkyx3c7U9HTedrTLRD3RMJf25udDy5baUt6zLAMuQdunbKjeuf7+Wn+TUb+UEEJXfnk5bdasIVtvR9+MDG0Q7ckntUVEZzEDKf360dFo1+B6omEufHjrLd1gq4CngSswCLagpW2UYCtEjUX6+zOhVSv9wubNtUD7wQe6C5BswASD/dHqk4YXcIuLtVy1On4A/kLbOkdXTIy2R5MQolYebtaMFkaJaW6/HU6c0PYR1LEkK4sNBQUurJ3rNbyAO2+e4bY5LwCXAr2Nzp08WXeCthCieoLNZqYmJekXxsfDVVfBggVQUqJ7yOx6Pi+3YQXc8nJtKpiOVScfzxid27YtPPSQiyomRMNxe9OmdDbqix01Shtj+eIL3eKFx46RXY/n5TasgLtokbZ+W8eLwHnAIKNzn3pK24lUCFEnZpOJF9q00S+MjYXhw7X9AHUG10qU4v2TU03ro4YTcJWC6dN1izYC3wH/xGCPsoQEuPNO19VNiAZmeGws50ZG6hdef73Wl6uTAAvgzcOHsXv35CpDDSfg/vyz4dYeL6LNu73C6NwnngAfzUAvhCeYTCamG7VyExJg4EBYvFi3eF9xMT+cOOHC2rlOwwm4//2v7tN7gMU4aN1GR8ODD7quXkI0UIOiohgaFaVfOGIE7NgB27frFr9hsCTf2zWMgJuba5jv9m2gGXCD0bmPPKJlBRNCON0jzZvrF3Trpm1XZdDK/SY7mzRXZxJ0gYYRcP/3P23+7VlKgPeB+zBY4xwaqiVKFkK4xNWxsTQP1Nkl0GTSWrm//AI6+XQVMLceDp41jIBr0J2wFDgB3Gt03v33a3swCSFcwt/PjwebNdMvHDIEoqJg6VLd4nePHKGknm3D4/sBd/NmwwTjb6MNlOlmtDWZYOxYF1ZMCAFwX0IC/nqJrAIDtSli33yju9w3q6ys3m026fsB9733dJ/eDawADDPaDhsGRuu+hRBOkxAUxPVG7yQvu0xbCLF2rW7xGxkZLqyZ8/l2wC0u1pYJ6ngHSAQq5yU66V7DjgYhhJONNho8i4/Xkv3/+KNu8er8fLbqbGTgrXw74H7xBeTkVHq6FG2w7F4MBstiYrSct0IItxjUqJHxct9LLoE1a7SWro6lZ23l5c18O+D+73+6T/8IZAF3G513222y0EEINzKZTMat3EGDtDEVgx0hvnTlNlxO5rsB12qFk1v6nG0xMAAw7KG95x4XVUoIYeT2+Hj9bXjCwuD88w27Ff4sKCDDILuYt/HdgLt8uRZ0z1IKfAGMMDqvd2/o0cOFFRNC6In09+f2pgZ7ZA8bpu20YjBI9nU9aeX6bsD98kvdp1cAuThYWSaDZUJ4zG3x8foFfftqy+x/+km3+Mt60o/rmwHXboevv9YtWgz0AZL0CgMC4OabXVcvIYRDAyIjidNLg2o2wwUXwO+/6563PCeHIp1t1r2NbwbcDRtAZ9lfGfA5DroThgyRHR2E8CCzycSVMTH6heeeC7t3g85ihxKlWFYPMoj5ZsA16E5YibaU1zDgDh/umvoIIaptuNEiiF69tNlDBosg6sNsBd8MuF99pfv0Z0BPoK3ReVdf7Zr6CCGq7ZLoaAL1lvoGBWlBd80a3fO+zs7G5uWJyX0v4Kana/kTdCzDQZLx7t1lKa8QXiDc35+LjLr2BgzQugxLSysVHS8rY63B4ghv4XsB97vvdJ9OB/YCFxmdJ90JQniN4bGx+gUDBmhL9g0aVd4+W8H3Aq7BKOYKIAg41+g86U4QwmtcZRRw4+OhdWvDbgVv78f1vYD7xx+6Ty8HBgIheoVNm0KfPi6slBCiJhKDgzknPFy/cMAAWLdOt2iHxeLV26j7VsA9ehT27q30tEJr4Q41Ou+qq0BvSaEQwmMMZyv06AGHDukmpgLYUFDgwlrVjW9FGYPWbSpwBAf9t0OGuKY+QohaM+zH7dxZ+2ywwaQEXHcxCLgrgAi0FWa6zjvPRRUSQtRWz/BwYvx1EqhGRGgzilJSdM/7UwKum6xerfv0L8AFGOS+jY+HpCTX1UkIUSsmk4neRjtmd+liGHClhesOpaXw55+6RX9RRetWb5K1EMLjHAbc1FTdvc7SS0q8duDMdwLupk26W6Hnoc2/PcfovHMNJ4oJITyst9FMha5dtUbWnj26xd7ayvWdgGvQnXBqenQvo/Ok/1YIr2XYwk1MhMjIetet4DsBd+tW3af/AmIw2Ao9IEBLOC6E8EpJwcH6A2d+fpCcrHUr6PDWgTPfCbi7duk+vRGtO0G3l/accyA42IWVEkLUhcOBs6QkOHBAt0hauK7mIOAadifI6jIhvJ5hwG3ZUgu4dnulIm8dOPONgJubC8eOVXraCmzHQcBNTnZdnYQQTmE4cNaqFZSU6L72wTtbub4RcHfv1n16F2ADuhud16GDiyokhHCWPkYt3FPpVNPTdYs3Fha6qEa15xsB16A7Yf/Jz22MzpOAK4TXa2U0cBYRoW2JZRBw3z1yhM+OH6dcp8vBU3w+4MZjkCEsKAha6M5dEEJ4CbtSfJGVheE+Dq1aGQ6c7bFauSElheZ//MHUtDQyS0pcVs/q8o2Au3On7tP7gdZG57Rrp+0EKoTwSnssFgZu3Mh1KSnklpfrH9SypWEL95RjZWU8l55O27VreffwYZQHt+HxjYBr0MJNw0HAle4EIbySXSlmHTpEl/XrK+bTGobIxEQ4fLjKa5YrhcVu5/5duxi2eTMHdFaluoNvBFyD5X37gSSjcyTgCuF1Sux2bkxJYeyePZQqRXlVrdHYWG2Wks1W7a/xS14e3dev508P7H9W/wNuSQnoTP9QVNGlIAFXCK9SardzzdatjvtszxYTo83Dzcur9tcpV4pCm43BmzaxpgbnOUP9D7gGexhlA0U4CLiJiS6qkBCipuxKMWrHDn7KyaH6bVW0gAtw4kSNvp4NKLbbuWTLFlKKimp0bl34bMDNOPm5udF5RtnkhRBuN/fwYZYcP16zYAt/v45rGHAB7IDFZuPGlBRK3TR1zGcDbu7JzzFG50nAFcIr7LdaeWLv3up3I5wuNFSb4lnL3XptwE6LheermOngLD4fcBsZnScBVwiPU0pxZ2pq1YNjRkwm7bVcixbuKXZgWno6f7lhKbBPB9zgk49KAgLAaH22EMJtlufksCovr/YBF7TVZrVs4Z5iAv61f3+Vx9WVzwbcHCDa6JzYWNlWRwgvMDsjQ3+vwZpo1Eh3plJN2IDvTpwgzWqta20c8tmAmwtEGZ0j3QlCeNyh4mK+ys7GYA1Z9QUGatvt1JHZZOLtI0fqfB1HJOAKITxi/tGjmJ3xTtNJAbdcKd528dLf+h9wDd5K5OIg4MYYzl0QQrjJ73l52JwR3JwUcAGyy8tJc+Gy3/ofcA2SWliAUKNzZFsdITxuXUFB7aaCnc2JARdcm7i8zv3Vp1u0aBHr1q3DYrFw8803M2jQoDPKZ82aRXZ2NkeOHGHs2LF07ty57l/UwRpqwzcrerk1hRBuc6SkhCxnbYHjxIAbaDKxobCQEU2aOOV6Z3Na5CkoKGD69Ols2LCB4uJi+vbty5YtW/Dz0xrRe/fu5ZtvvuHHH38kPT2dO++8k5UrV9b9C9cgaUUFScsohEftduZsACcG3FKl2GWxOOVaepzWpbBmzRo6duyIyWQiJCSEsLAw9u7dW1G+YsUKep/ckrxVq1akpqZSqvNNKisrw2q1nvFwSAKuEPWO1ZlLafPyIC3NaZcrqk1MqSantXCzsrIIP20xQUREBFlZWbRv3163PDw8nOzsbBISEs64zrRp05gyZUq1v+7u1v8mr3sByqZQ5QpsCmVTZGf+C6UUqxtNARtauV37HF8WgeQKE8Jz7M6cCZCV5bxrgXMG8gw4rYUbFxdH4WmbthUUFBAXF2dYXlhYSKzO9KwJEyZgsVgqHtlVrCCxppdTuMVKUUoxlp0lWPaUYt1fhs1qx16sKD1qpzTLTlmOojxPYSsEuznMCXcshKitYD8njte3b6/t/OAkYS58B+y0u+7fvz+7Tu68UFxcTFFREW3atOHIyYnEQ4cOZePGjQAcOHCA5ORkAgMDK10nICCAkJCQMx4O1eJ7o8o9t8WGEAKaBwU572KlpVoCGycIMJlIdGbdzuK0LoXIyEjGjx/P+PHjsVgszJkzh7S0NG699VbWrl1L27Ztufzyy5k6dSoZGRm88cYbTvm6JnPNJ04rmwRcITypXUgIoX5+WJzRl1taqg2cOYFNKXobbcvuBE6dH3XTTTdx0003nfHc2rVrK/79+OOPO/PLAcYB1x9/rOgPuKkyCbhCeJKfyUSv8HB+d8Y2N04MuHZwacCt9wsf/EL1byGccAop1C0ry3HS/D8hRK0NiIwkwBlLe50YcINMJjqHGi6ZqrN6H3ADYgN0n48gwjDglmfXOV2GEKKObm7ShDJnzAhwUsD1N5kY0bgx/s4c0DuLzwZchy3cbGnhCuFpfSIj6RkeXvcgVFqq5biuo3KleKS54aZcTiEBVwjhMY83b173fAqFhdpWO3VgArqGhdE/MrKutXGo3gdc/1j9cb9wwrFgwaazLZ3dYsdW7LrVJEKI6hnZpAnNAgPrFohOnKhzylUFPNuqFSYXb0xQ7wOuoxYuIP24QnixELOZ+Z06UafJYSdO1Cnlqr/JxNWxsdzUuHFdalEtDTbgSreCEN5haHQ0DzVrVrs5qiUlWpdCHQJuqJ8fb3fo4PLWLfhwwI0+uaPZCfR385SAK4T3eLlNG1oFB+Nf06CXk6N9rkOXwnsdO9LUhavLTlfvA65RH24ssfjjTyaZuuWlmc5LWCyEqJsIf39W9uxJk4CAmgXdU7lWatnCfb19e5flvtVT7wOuOcyMKajyD8iMmSY04Qj6m8JZ97h2d04hRM0kBgez+pxzaB4YWP2ge+LkO9howz26Kzl15Tnt2/N/Lp4GdrZ6H3BNJhPBSfpb5iSQYBhwLTtdl2RYCFE7rYKDWdu7NxdXN4BmZ0NkZLUXPvibTET5+/N5ly6MdnOwBR8IuAChHfTn4DWlKUc5qltm3SUtXCG8UXxgIN9268YHycmEm82OW7uZmVCNLoFTge66uDh29evHtW6YkeCoHvVaSAf9FI5NaWrcwt1lcel2yEKI2jOZTNzRtCk7+/XjgYQE40CVnu4wF+6pXA0DIiP5smtXFnXpQpyT8i7Uhk8EXKMWbgIJHOOY7uIHW56NsuMyU0EIb9YsKIg5HToY56g9cABatdItCjSZuC8hga19+vD7Oedw9WkbIniKbwTcjsYB146dYxzTLbfskn5cIbxddlkZB0pKKheUlMCRI4YB96kWLXijQwe6nra1l6f5RMA16lJoQQsA0kjTLZd+XCG834aCAv2CgwdBKcMuhR5eFGhP8YmAG9g0EHN45b12IoigKU3ZzW7d82SmghDezzDgHjgAfn6QmKhb7MpE4rXlEwHXZDIZtnLb05497NEtK9ykv+xXCOE9/jQKuOnp0Ly5bmrGaH9/koL1p4t6kk8EXDAeOGtHO8MWbv6afJRdZioI4c0MW7gOZij0iYhwS26EmvKdgNtJP+C2pz2ZZJJP5b2TbPk2irYXubpqQohayi4rI11vwAxg505o1063yBu7E8CHAm7kufqJg9vTHsCwWyF/tRM2sRNCuIRh6zYrS1v00LWrbnFvLxwwA18KuP0j/14kfZpYYokm2jjg/iEBVwhvZdh/m5ICJhN06qRbLC1cF/OP9Cesa1il502YaEc7drJT97y81XmurpoQopYMW7jbt0Pr1hBW+TXvrQNm4EMBF4y7FbrSlS1sQensnmTdZaU0S1I1CuGNDANuSgp06aJb5K0DZuBjAbfReY10nz+Hc8gii4Mc1C3PXyPdCkJ4m4PFxfoDZqWlsGuXYcD11u4E8LGAG3mefgs3mWRCCGEjG3XL836TbgUhvM1Xp5KLn23XLigrq3cDZuBjATekXQgBcZUnQfvjT3e6GwbcE9/ob8MjhPCcL7Oy9Au2boWoKGjWTLdYWrhuYjKZDPtxz+EcNrIRu87+oEXbirDuk7wKQniL/PJyVuTm6heuWwe9e2uzFM4SHxDgtQNm4GMBF4y7Fc7hHPLJZx/7dMuzvzJ4+yKEcLsfT5ygTC9fdWGh1sIdMED3vKtiY712wAx8MODGXKK/mVwb2hBJJH/xl2551lcGb1+EEG73pVH/7Z9/ahnC+vXTLfaGnLeO+FzADe8VTmDzyhnd/fCjF71Yz3rd8/J+yaMsVxKSC+Fp5XY73xoF3DVroHNnbR+zswT7+VV/LzQP8bmAazKZiLta/6/cQAaykY26eRVUueLE9zJ4JoSn/ZGfT3Z5eeUCu13rvzXoTrg4Opowc+U0rd7E5wIuQOzVsbrPn8u5+OHHalbrlks/rhCeZ9idsHMn5OQYBtzhsfqve2/ikwE3amgUfqGVby2ccPrQh1/4Rfe8E9+ewF5WeRaDEMJ9DKeD/fEHNG4MbdroFl8lAdczzMFmYi7VHzwbxCD+5E8KqZx8vDy3nBPfSreCEJ6y02Jhl1VniqZSsGoVnHuu7nSwfhERJBhtNOlFfDLggnG3wkAGolCG3QpH3tPfVl0I4XqfHtPf8JU9eyAtDS6+WLd4uJfPTjjFdwPulbG66RojiKA3vQ27FbK/zabkiEHCYyGEy5Tb7bx9xKDB8+OP2soyg+W8V9eD7gTw4YAb2CSQyAH6iyAGM5j1rKcInd0ebHB0/lEX104IcbZvTpzgoF6yGpsNli/XWrc63QmtgoLoppOm0Rv5bMAFaHxjY93nz+d8AH7mZ93yI/89gtJb5SKEcJk3MjL0CzZs0GYnXHKJbvHwuDivXl12Op8OuPG3xWMKqPyDiCSSQQzia77WPc+6y0re75JBTAh32W2x8GNOjn7hDz9oqRibN9ctrg/TwU7x6YAb2DiQ2OH6P4yruIqd7GQXu3TLM9/LdGXVhBCneevwYf0CiwV+/x2GDdMtTgoO5kIvX112Op8OuAAJ9yboPt+DHrSghWEr99iiY5Tn66x2EUI4lcVm4/1MgwbOypVaH+6QIbrFDzVrhrmedCdAAwi4MZfE6OZWMGHiKq7iJ37CSuV5f3aLnSP/lSliQrjaJ8eOkaO3lFcpWLoUBg2CRpV3cwk0mbinaVPXV9CJfD7gmswmmt6l/0O5lEspp5zlLNctP/TqIeylsvJMCFd6w6g7YfNm2L0bRozQLb6pSRMaB1ZuTHkznw+4AAl363crNKKRw8GzkkMlHF0gU8SEcJX1+fnGW6EvWaINlhlshT7aYMcHb9YgAm5I2xCihkTpll3N1exkJ9vZrlt+4KUDKJtMERPCFQxbt4cPa4NlN9ygW9wzPJwBOikavV2DCLgATe/V71boTneSSeZ//E+33LrLStZSSU4uhLOlWa18dNTgHeTnn2uJagYN0i0e3axZvZl7e7oGE3Ab39CYgMaVN5g0YWIUo/id39nPft1z019Ml4UQQjjZxLQ0/W10iorg22/h2mtBJ79tpNnMrfHxrq+gCzSYgGsOMZM4JlG37DzOoxWtDFu5hRsKyfnJYFK2EKLGthQWssCodfvdd1qy8Suv1C2+q2lTr080bqTBBFyAZqObYY6o/IPyw49RjGIFKziMfp/SgRcOuLp6QjQYE/bvR/c9Y0kJfPIJXHaZ7jY6AA/Xw8GyUxpUwA2ICqDZaP0f1lCG0oQmLGShbnnuylxO/Ci5coWoq99yc/naaFeHr76C/HwYNUq3+KKoKJLrSaIaPQ0q4AIkjknEFFS5s92MmZu5me/5niz0B8n2PLEHe7nMyxWitpRSPL1vn36h1Qr/+x9ccw0Y5LcdbZBPob5ocAE3qGkQCffoz8u9nMsJJ9ywlWtJsXDkXVl9JkRtfZ2dze/5lTdxBbSZCVYr3HqrbnGv8HCurSeJxo00uIAL0GJcC9Dpcw8kkNu5nS/4ggz0U8WlTUyjPE9yLAhRUzaleMaodVtYCAsXaqvKoqJ0D3mxTRv86uFUsNM1yIAb0jqEJjc30S27mqtJIIF3eEe3vOx4GenT0l1ZPSF80kdHj5JisegXLl6szUy46Sbd4iFRUVxSj7KCGXFqwH322WeZNm0a9913H4d1VpCsXLmSnj17MmTIEIYMGcJvv/3mzC9fIy2fbqn7vD/+PMiD/MIvbGOb7jGHZh3Cuk9nozshhK4Su52J+/XnuZOXB59+CiNHQkSE7iHT27Splwsdzua0gLtixQqOHj3KhAkTuP3223nmmWd0j3vttddYuXIlK1eu5Pzzz3fWl6+x8K7hhq3c8ziPHvTgTd5E6UxeUaWKvU/tdXUVhfAZMw8eJF1v+xyA99+HwEDDZbzXx8XRvx4u49XjtIC7fPly+vTpA0C/fv346aefdI9bsGABr7zyCjNmzKBE5wdQVlaG1Wo94+Eqbaa3wS+48rfAhImHeZjtbGclK3XPzVqSRc5KWQwhRFVSioqYnJamX7h7tzYV7MEHITS0UrEf8Hzr1i6tnzs5LeBmZWURHh4OQEhICLm5uZWO6dSpE88++yxPPvkk0dHRTJgwodIx06ZNIzQ0tOIR68LtM4JbBZP4hP7qs450ZBjDeId3KKVU95hdD+zCZrW5rH5C1Hfldjt3paZSqreE126HWbO0bGAG+5Xd3bQpnerxvNuzmVQNkgTYbDYGDhxY6fkePXoQFxdHy5YtefDBB7FarbRr144Mo03hgNTUVG677Tb+/PPPM54vKyuj/LRkxFarldjYWCwWCyEhIdWtarWVF5Sztv1ayo6WVSo7ylHuOPkxCv2J2C3Gt6Dt9LZOr5cQvmB6ejrPGPXdfv89zJgBb70F7dtXKg4ymdjTvz+JwcEurqX7+NfkYLPZzJo1a3TLVqxYwcKF2vzV9evXc/HFFwNQXFyMxWIhJiaG6dOn8/DDD9OoUSPS0tJISkqqdJ2AgAACAionmXEV/wh/Wj/fml33V97bLJ54bud25jOfwQwmkcqt4YOvHKTJjU2I6K3f2S9EQ5VSVMQko66EggKYOxeGD9cNtgCPJib6VLAFJ3YpDB06lCZNmjB9+nQWLFjAiy++CMCiRYt4/vnnAUhMTOTxxx/n1Vdf5aOPPuKll15y1pevk4S7Ewjrof+2ZSQjSSSRV3lVdwANG6TenYq9RFagCXGKw64E0AbKAO65R7e4kdnMMy31ZxLVZzXqUvAEq9VKaGioy7oUTslZkcPmizbrlu1gB4/wCE/wBFein8Go5dMtafNiG5fVT4j6xGFXwu7d8NBD8I9/wBVX6B7yQuvWPNOqlQtr6BkNcuGDnuih0YZbqneiE9dzPW/ypmGehQMvHyBvdZ4rqyhEveCwK6G0FKZP17bOuewy3UPah4TweKL+YHZ9JwH3NG1faYspUH9y9T3cQwQR/If/6J9shx137KC8UJb9ioaryq6EefO07XPGjwc/vSmZ8H5yMqH1NN9tVSTgnia0fShJk5J0y0II4QmeYBWr+JVfdY8p3lvMrgd2ye4QosGacfCg8aaQW7dq+RJGjwaDrF9jEhMZqLMluq+QgHuWFuNaEN4zXLesL325jMv4N/8mG/18nsc+PkbGbOPpcEL4ql9yc5lo1JVgtWpdCf36wVVX6R7SPiTEpxY56JGAexa/AD86/rejbjYxgEd4hFBCmcY0bOgvetj7j73k/pbrukoK4WXSrFZGpKRQbvTu7o03tIxg48aBTk4EX+9KOEUCro6IXhG0HK8/JSWMMCYyka1s5WM+1j1GlSu237idkiMGa8eF8CGF5eVcs20bWWWVFw8BsGYNfP01jB0LBitHfb0r4RQJuAaSJiYR1l1/bm5HOvIAD/A+77OVrbrHlGaWsn3kduxlMj9X+C67UtyRmsqWoiL9A7Kz4eWX4aKLYMgQ3UMaQlfCKRJwDfgF+dFpfidMAfqzFkYwgv705zmeIx/9DPZ5q/LYN94g4bIQPmBqWhqfZ+lPlaSsDCZPhrAwGDNG95CG0pVwigRcB8J7hJM0NUm3zISJ8YxHoXiJl/RXoQGH/n2IowsNtoMWoh5bcvw4U9IdJON/803YswemToVw/YHohtKVcIoE3Cq0HNeSyIH6uTgb0YhneZY1rOFTPjW8RupdqeT+muuiGgrhfpsLC7ljxw7jA5Yt0/YoGzcODLoLGlJXwikScKtgMpvovLAzAY31E+r0oAf3cR9zmcsa9BP7qBLF1uFbKdxS6MqqCuEWx0tLuWbrVix2g/GJPXvg1Vfhxhth6FDdQ0zAfzt2bDBdCadIwK2G4MRgOi/sbPjdupmbGcYwnuM59qO/ftyWZ2PLZVuwpsnWPKL+KrXbGZGSYrx7Q34+TJwIyclaUnED09u04XyDzSJ9mQTcaooeGm2YnMaEiSd4gra05RmeIQf9nSBKj5Sy5dItlB7XT2guhDezKcWdqan8mmeQM6S8HJ5/XhssmzgRDFqvo5o0YVyLFi6sqfeSgFsDLca1IO66ON2yQAKZylT88ONf/MtwlwjrLitbr9wqORdEvWJXintTU1l47Jj+AUrBzJmwZYs2SBYTo3tYn4gI3unY0Sc2hKwNCbg1YDKZSJ6XTEgH/TSRUUQxjWnsZz+v8IrhzIWC9QWk3JCCvVTm6Arvp5Ri9K5dfHDUwWyb99+HH36ASZO0LXN0NA0MZGnXroQ0sH7b00nArSH/SH+6ftYVvzD9b11rWjORiSxnOfOZb3idnB9z2DFqhwRd4dWUUozds4e5R44YH/Tll/Dhh/DEE3DuubqHBJlMLO3aleZBQS6qaf0gAbcWwrqEkfxesmF5f/rzGI8xj3ksZrHhcccXH2fb9dtkI0rhlZRSbJy0h2/XHjY+6LfftI0g77oLrtRPzg/wdseOPrPVeV1IwK2lJiOb0GK8ccf/NVzDAzzAHObwDd8YHnfimxPSpyu8jlKKPY/vIf+5DN5+yp/2mTqhYutWeO45bdeGO+4wvNY/EhO5o2lTF9a2/pCAWwdtXmhD/B3xhuW3cAu3czuv8io/8ZPhcbk/57Llki2U5Rok/xDCjZRdsevhXX+nGT1SxjtP+dP++Gl9r3v2wIQJ0KePtmzXYBDsspgYXmoru1qfIgG3Dkx+Jjq+25GYy/VHZAHu5m5u4AZe5EV+4zfD4/L/yGfzhZtlypjwKHupndS7Ujky98w+W3WwlHeeMtMh2wy7dmn9te3awb/+ZTj9q0NICB936oS5gc5I0CObSDqBrcjG5os3k79GP4mNQjGTmfzADzzP8/Sjn+G1QjuF0mNZD4KaN+zBBeF+ZTllpFyfQu7KXMNjdjXfy8O5Y7And9Tm3BpsY97IbGZt7950DA11UW3rJ2nhOoE5zEy3r7sRmqz/y2XCxBjGMJjBTGQi61hneC3LDgsbL9hI0XaDdHdCuIB1n5WN5210GGy3s50nMh6nr+pKx2deNgy2YX5+fNO9uwRbHRJwnSQgNoDuP3QnsHmgbrkZM0/zNIMYxD/5JytYYXit4v3F/DXgL7K+Nkh7J4QT5a3J468Bf2FJtRges41tjGMc3ejGVMsU3psYRldL5d/1YD8/vurWrUFlAKsJCbhOFNwymB4/9MA/yl+3/FTQvY7reJ7n+YIvDK9lK7Cxbfg2Drx0QDalFC5zbPExNl+4mbLjxgO2W9jCUzxFT3oyhSkEEkjZditzn/Gne+nfrdxAk4nPu3Thwuhod1S9XpKA62RhXcLo9k03w4URfvgxmtHczd28xmvMZ77hijQU7Ht6Hztu2yFzdYVTKaU4MOMA22/cjr3YePHNr/zKOMbRhz5MZjKB/N2qLd1i4a1nzPSyheBvMvFply5cZrCFjtDIoJmL5K3JY+vlWynPNZ5f+wVfMItZXM/1jGY0fg7+/kX0iaDr0q4ymCbqrLygnF0P7+LYRwZ5EdAGehezmDd5k6u5msd4DLPBzqoh50WQvbQVVzTWzzMi/iYB14UKNhVo82sdvF1bwQpe5EUu5EKe5MkzWhBnC2waSJfPutDoXOkfE7VTsLGA7SO3Y91tnCbUho3XeZ2lLOVBHmQkIzGhP7XL5K/li258Q2NXVdmnSMB1saLUIjZftJnSw8bza9exjilMoTWtmcIUYjF+W2byN5E0OYmWT7fEZJb5jaJ6lFIcfuMwe57Ygyo1fslbsfIcz/Enf/JP/skQhhgeawo00WVxF+KulpZtdUnAdQPrPiubL95M8f5iw2PSSWcCEyihhKlMpRP6GZdOiRwYSacPOxHSun5+T4T7lOWUsfPenWR97njWSxZZ/JN/coxjPM/zdKWr4bGmIBNdl3Yl9jLps60JGTRzg5A2IfT8tSchHY2DYyta8SZv0prWPM7j/MAPDq+Z/3s+f/b4k8z5mTKLQRjKW5PHn73+rDLYbmMbD/MwVqzMYY7DYOsf7U+PH3pIsK0FaeG6UemxUjZfspmizcaLGmzYeId3+IRPuJEbeZAHDQcrTml8U2M6vNmBgBj9fddEw2MvsXNg+gHSn09HlRu/xBWKT/mUt3mbPvThGZ6hEcZjBMFtgun+bXdCO8qihtqQgOtmZTllpIxIIXdFrsPjlrGMGcygBz34J/8kGsdzGwObB5I8L5mYi43zOoiGIXdVLrse2OVwIQNAIYW8zMv8zu/cwz3cwi0OZ8pEnhtJ1y+6EtjYeGBXOCYB1wPsZXb2/mPv39mYDOxkJ5OYRCmlPM3TDnMwnBJ/WzxtXm5DUIJMH2toynLL2Dd+H0fedpAs/KTd7GYyk7FiZSIT6UlPh8c3vrExyR8kYw5puLs1OIMEXA86/M5hdv/fblSZ8Y+gkEJmMpOf+ZnruZ4HedDh1DEAc4SZpKlJNH+kOX7+0k3v65RSHF98nD2P7aE003G2OYXia75mNrPpQhf+xb+IwfG7opZPt6T1tNaY/GRWTF1JwPWw3FW5pFyfQlmW8VxdhWIZy5jFLOKJ51mepQ36OwifLqxbGO1fb0/UoCgn1lh4k+KDxewevZvsr7OrPDabbGYyk9WsZhSjuJu7HY8PmKHDmx1odn8zJ9a4YZOA6wWK04vZOnwrRVscZwg7zGFe4AV2sYsHeZDrud5wQvrp4m+Lp82MNgQ1lW4GX1GWU8aBlw6Q8Z8M7FbH++IpFD/xE7OZTTjhjGMcvejl8Bz/WH86/68zMZfImIAzScD1EuWF5aTelUrWEsfTd2zY+PDkR096MpaxJJJY5fXNkWZaPt2S5o82xz9cP7mO8H42q42M2RkcmH6A8pyqt2XKIot/829Ws5rruI77uZ8QHL+OGl3QiE7/60Rwon76RVF7EnC9iLIrDrx4gP2T9kMVuWpSSOFVXuUQhxjFKG7hlir7dgEC4gJoMa4Fzf+vOeYwGQCpL+zldjLnZZI2OY3SjKp3BVEofuRHXud1IolkHOOqHBjDBK2ebUWria2k799FJOB6ofy1+ey4bQfWPcbr3QHKKedTPuUDPqAJTXiCJ6p+UZ0U0Phk4B1dfwNveV45BX8VULChgMJNhZRllWEvtuMX6Id/lD9h3cOI6B1BRO8IApvUz6lMSimyPs9i/4T9VU7zOuUQh3id11nL2mq3agObBtJpQSeiL5LUiq4kAddLlReWs/eJvRx5p+opPplkMotZrGENl3AJD/MwUURV6+sENAmg5VMtafZwM8yh3h947SV2ji8+zqH/HKJgXQEApgATyqbg9K5M08nnT+YNCOkQQuJjicTfHo9/pPd3qdhL7RxbeIyDMw86XChzukIKWcAClrCE5jRnDGOq9Qc4elg0nT7sRGB8/fyjVJ9IwPVyx5ceZ+d9OynPdtxfp1CsYhWzmU0ppdzFXVzFVQRQvdVnAfEBJD6eSML9CQTGed8Lz2axceDFA2TMydBSXpo4M8BWhx/4BfrR9K6mJE1N8soJ/KVZpRyZe4SM1zOqnOJ1ig0b3/M97/Ee5ZRzN3cznOFVrlDEDK2fb03Lp1rKlC83kYBbD5QcKWHnPTs58f2JKo+1YOEDPuBzPqcxjbmHe7iQCx2uIDqdKchE/K3xNH+sORE9I+padafI/S2XHbftoORQSZV929Vh8jdhjjDT4e0ONBnRpO4XdIKi1CIOvXaIox8cdZgQ/Gxb2MLrvM5e9nIN13AndzpcmntKaKdQOr7XUVJ9upkE3HpCKUXGnAz2jdtXrRdkJpm8z/ssYxntaMd93Edf+lZrGtkpkedG0uzBZjS+sbFHuhvs5Xb2PbWPQ68d0tIsOXPTCxOgIO6GOJL/m+yRbgZ7mZ2cH3PIeCODE99W/cf0dPvYxwd8wK/8yjmcwyM8QmtaV3meKdBEq2db0fKplvgFycCYu0nArWcsuy3sfnQ3OT/kVOv4fezjXd7lD/6gF714gAdIJrlGX9M/yp/42+OJvyOeiN4RmEyuf/tpK7ax/cbtZH+bXfOugxow+ZsI7aptTe+OrhSlFAXrCji64CjHPjnmMDm9nj3sYT7zWcUqWtOae7iHgQys1h/SRoMa0fHtjpJ4xoMk4NZDSimylmaxZ8weSg6UVOucrWxlLnNJIYUBDGAkI+lBjxq1eAGCWwfTeERjGo9oTERf1wRfe5mdbddu48QPJ5zbqjVg8jcRkhxCr1W9CIhyTcY1yx4Lxz46xtEFR6ucfaJnN7uZz3x+4zfa0pY7uIPzOb9aXUX+Uf60faUtTe9uKn21HiYBtx6zWWykv5DOwRkHHWbxP0WhWMMaPuZjtrKVZJIZyUgu4IKqB1h0BLUMqgi+kf0jnfZiTr0/lcz3M90SbE8x+ZuI6B9Br196OWUnDaUU1l1WTnx/gqMfH6VgbUGtrrOTncxnPqtZTXvacwd3cB7nVbtPvsktTWj373YyA8FLSMD1ATXtZgDYznYWspDf+I2mNOVGbuQyLqtyvqaRoMQg4q6NI+qiKKIGRdU6N2/2t9lsvXJrrc6tMxO0fbUtLca2qNXp5Xnl5CzP4cQPJzjxwwlK0qv37uNspZTyC7+wlKVsZzsd6MCd3Mm5nFvtdyShyaG0ndmW2MslSbg3kYDrI2rTzQDaJPlP+ZTv+Z5ggrmKq7icy6u1XNiQCcK6hxE1JEp7VDMAl+WWsa7jOi2Rjwv7bR0xBZrou60voe2r7ue0l9sp/KuwIsDmr8mvU6v8KEf5iq/4hm/IJ5/zOZ9ruZae9Kx2oA1KDCJpShLxd8TLajEvJAHXx9isNg6/dZgDLx2g7Gj1B2RyyGEpS/mWb8kii+5053IuZzCDa93qrXBaAI7sF0lY1zBCO4ZWGiVPvT+Vo/OOOtyhwNVOdS2c89s5ZzyvlKI4rZiCPwvIX5tPwTpthZvdUre/DHbsbGQjS1nKalbTiEZcxVVczdU0pvo74fpH+9Pyny21JduSs9ZrScD1UTaLjcNvngy8NRgJt2FjPev5ju9YzWr88edCLuRyLqcrXWs8yGbE5G8ipEMIYV3DCOsaRlCLIHbet9Ot/baOtHu9HX6BfhRtLaJwUyGFmwux5TuncgrFLnaxghX8zM8c5zhd6cq1XMsgBlV7sQqAX4gfiWMSafFUC5cN+AnnkYDr42xFNjLeyODgywcd5tzVk0cey1jGd3zHPvaRSCKDGMRABpJMcrUHboQmjTRWnPzIIINmNONCLuQiLqrWHNozmCHhvgSSJiYR1EzSbtYXEnAbiPLCcg6/cZgDLx+ocpnw2RSK3ezmR37kN37jKEeJJZaBJz960rNamcoaGhs2drObdazjF35hH/uIJZYLuZChDCWZ5Bq/YzCHm0m4L4HmjzUnpLW8HuobCbgNTHlhOYffPEzG6xk1Glw7RaHYy15+53d+4zf2sIdQQulHPwYwgB70oClNXVDz+uE4x/mTP1nPejawgXzyiSGG8ziPi7iIbnSr3RS8VkEkPpZIwr0J+Dfy/uQ7Qp8E3AbKXm4n+8tsMmZnkLsyt9bXySST309+bGUr5ZQTTzzd6U4PetCd7iSS6LS+X2+TTTY72MFWtrKe9exnPwEE0J3u9KEPfelLG9rU+v4jz40kcWwicdfFyawDHyABV1C4pZDDbx7m6EdHsRXUfmComGJ2sIMtbGEzm9nOdkooIZpoutOdZJJpc/Ijlth6F4QLKWTnyY9UUtnBDrLQduhoRauKANuDHgRTh90S/KDxDY1JHJsoyWV8jFMD7ldffcWYMWP46KOPGDBgQKXysrIynnzySZo2bUpaWhozZswgMjLS4TUl4LpPeWE5xz85zuG5hylYX7uVUacro4xd7KoIwLvZzQm0JC2RRNKa1rShTcXnBBKIIsqjg3F27GSTzaGTHxknP9JJ5yAHAYgjjuTTPjrSkXDC6/y1w88JJ/62eJrc3ES2ufdRTusMys3Nxd/fnxYtjFfpfPjhhzRp0oRnnnmGDz74gFdffZUpU6Y4qwqijvzD/Um4N4GEexMo3FzIsUXHOP7pcay7a772HyCAALqc/LiFWwBt5sO+kx/72U8qqXzHdxRTXHFOHHE0Pu2jCU2II45wwgkllJCzPhz1idpPfpRRRj755J38yCWXPPLIJ59ccskhh8McJoMMStD6toMJJpFEmtOcwQym48mPmsyPrUpQqyDib4snflQ8YZ3CnHZd4Z2c3qUwZMgQpk+frtvCHTVqFHfccQeXXnopO3bs4L777uP3338/45iysjLKy/8eRbdarcTGxkoL10OUUhRtLeL4p8c59ukxrDtrF3wdsWPnKEfJJJPjHOcYxzh+8uPUv/PJNzw/kMCKt/C2sz7sBkvWzJhpdNpHFFE0oxnNaV4RZGOIcUm3h3+0P41vakz8bfE0Oq+RJJRpQNw63JmVlUV4uPbWKyIigqysyjvUTps2TVq9XsRkMhHePZzw7uEkTU2iKKWI44uPc/zT41i2V2+Prar44UfCyQ8jpZRSRBFWnQ8LFoopxg8/zA4+IomsCK5hhLm1Dzm4bTAxl8YQc3kMMcNiJBdtA1WjgGuz2Rg4cGCl53v06MHcuXOrPD8uLo7CwkIACgoKiIuLq3TMhAkTGD9+fMX/T7VwheeZTCbCu4YT3jWc1pNbU7SjiJxlOeSuzCX3l1zKT9Rsfm9NBJ78iKZ+bHJoDjcTNTRKC7KXxhDSVt6diRoGXLPZzJo1a2r0BYqLi7FYLMTExHDRRRexYcMGLr30UtavX8/FF19c6fiAgAACAmSJYn0Q1imMsE5hJD6WiLIrirYVacHXDQHY6/hBeM/wigAbeW4kfoHSihVncmof7syZM5k9ezaXXnopDz30ED179mT+/Pls2rSJmTNnUlZWxrhx42jevDl79+7l5ZdfllkKPur0AJy3Oo+irUVYdlq8JldCXQW1CiKyfySR/SKJ6BdBxDkR9Xa7eeE+Mg9XuI29xI5lp4WibUXaY6v2uTit2NNVM+Qf409w62DCu4UT3lN7hHUPIyBa3oWJmpOAKzyuaFcR6zuu93Q1Kun2fTdiL5XxA+E80skkPC6sQxgxV8a4ec6MY8Ftgom5JMbT1RA+RgKu8AqJjyaCt4yxmSHx8US37E4sGhYJuMIrRA+LJqhlEN6QXsHkbyL+jnhPV0P4IAm4wiuY/Ey0e60deHpEwQ+SJiXJ7gnCJSTgCq/R+LrGNL6pMSZ/zzRzTf4mwnuE02Jc7XbtFaIqEnCFV2k/pz3mSLPHuhY6fdhJ8s4Kl5HfLOFVAuMC6bKki9bKdXPQ7fB2B8K6SMYu4ToScIXXiR4STZclXbTfTjcF3XavtSPhbuPkOUI4gwRc4ZXiro6j+3fd8Qvyc12frhkwaS3bxMcTXfM1hDiNBFzhtWKGxdBnax8i+kY4v6VrhuCkYHqt7kWz+5s5+eJC6JOAK7xaaLtQev3Wi3b/bocpyFTn1q4pQOsbbvGPFvTd1pdGA2TPMOE+kktB1BslmSVkvpdJxusZlGaWYvI3ocqr8etrBuxgjjDT7IFmJDyYQGi7UJfXV4izScAV9Y693M6Jb06Q/V02+X/kY9lu0Q+8JghpH0LkuZFED42m8Y2NMYdICkXhORJwRb1nL7Vj2WGhPLcce7EdU6AJc4SZsM5hmEMlwArv4UX5mYSoHb9AP8J71H2bciFcTQbNhBDCTSTgCiGEm0jAFUIIN5GAK4QQbiIBVwgh3EQCrhBCuIkEXCGEcBMJuEII4SYScIUQwk0k4AohhJtIwBVCCDfx+lwKp3LrWK1WD9dECCEcCw4OxmQyztns9QG3uLgYgNjYWA/XRAghHKsqq6HXp2e02+3k5uZW+ZfjbFarldjYWLKzsxtcWke594Z37w31vsG77r3et3D9/PyIiYmp9fkhISEe/yF4itx7w7v3hnrfUD/uXQbNhBDCTSTgCiGEm/hswPX392fSpEn4+3t9r4nTyb03vHtvqPcN9evevX7QTAghfIXPtnCFEMLbSMAVQgg3kYArhBBu4v29zLXw1VdfMWbMGD766CMGDBhQqbysrIwnn3ySpk2bkpaWxowZM4iMjPRATZ3r2WefJSQkhP379zN16lSaNWt2RvnKlSsZM2YMUVFRADz//POcf/75HqipcyxatIh169ZhsVi4+eabGTRo0Bnls2bNIjs7myNHjjB27Fg6d+7soZo6X1X3npSURFJSEgAjRozgkUce8UAtnW/79u2MHj2ayy67jKeffrpSudf/zJWPycnJUd9++60aPHiw+uOPP3SPee+999Tzzz+vlFJq3rx5auLEie6sokssX75c3XfffUoppVauXKnuuOOOSsf8/PPP6ueff3ZzzVwjPz9f9erVS9ntdmWxWFSXLl2UzWarKN+zZ48aNmyYUkqptLQ0NXjwYA/V1PmqunellJo0aZJnKudiCxcuVM8++6x68cUXK5XVh5+5z3UpREVFcfnllzs8Zvny5fTp0weAfv368dNPP7mjai5V3XtasGABr7zyCjNmzKCkpMSdVXSqNWvW0LFjR0wmEyEhIYSFhbF3796K8hUrVtC7d28AWrVqRWpqKqWlpZ6qrlNVde8Aq1atYsaMGUyaNInDhw97qKbON3LkSMxms25ZffiZ+1zArY6srCzCw8MBiIiIICsry8M1qrvT7ykkJITc3NxKx3Tq1Ilnn32WJ598kujoaCZMmODmWjrP6fcLlX+OZ5eHh4eTnZ3t1jq6SlX3DvDCCy8wbtw4Ro0axXXXXefuKnpEffiZ18s+XJvNxsCBAys936NHD+bOnVvl+XFxcRQWFgJQUFBAXFyc0+voCo7u+/R7slqtFf20p4uPj6/49/nnn89bb73lsrq62un3C5V/jnFxcezbt6/i/4WFhT6Tca6qewfo378/AB06dCA9PZ3CwsIzgpEvqg8/83oZcM1mM2vWrKnROcXFxVgsFmJiYrjooovYsGEDl156KevXr+fiiy92UU2dy9F9r1ixgoULFwKccU+n3/f06dN5+OGHadSoEWlpaRWDKvVR//79KwZNiouLKSoqok2bNhw5coSEhASGDh3KkiVLADhw4ADJyckEBgZ6sspOU9W9L1++HLvdzrBhw8jPz8dsNhMWFubhWruGUorMzMx68zP3yZVmM2fOZPbs2Vx66aU89NBD9OzZk/nz57Np0yZmzpxJWVkZ48aNo3nz5uzdu5eXX37ZZ2YphIeHs2/fPiZPnkyzZs3OuO8FCxbw008/0a1bNzZt2sTkyZNp27atp6tda4sWLWLDhg1YLBZGjBhBYmIit956K2vXrgW0Eeu8vDwyMjJ4/PHHvW/Eug4c3fumTZuYOnUqAwcOJDU1leuvv77KcY36YsmSJcyZM4eAgABGjx5N165d69XP3CcDrhBCeKMGOWgmhBCeIAFXCCHcRAKuEEK4iQRcIYRwEwm4QgjhJhJwhRDCTSTgCiGEm0jAFUIIN5GAK4QQbiIBVwgh3OT/AXCyPWae5rH8AAAAAElFTkSuQmCC", + "image/png": 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cUa/oaL02vl8/nf2pe3dISvrfI6zDAcnJOuGKm+bE1kpQEJx7Lnz33f/eczhg1y69DHfdOj3At26dWwLtPuAd4FX0XNmLgNvRMwlq1P4cMQJmzZI+Vx8gQdWf/Pwz3HGHblm5KBeYB7yIfkT9C3AjesDpjB4qo6Nh2DD9wz5ihG5RBQY6P+eXX3Tg9ea3ZEiITk3Yvr3z4+x2fVxKCnz7rV4gUVJS609bge6vfgk9FS0J3XL9O9C4Jhe6/HL417+gc+da10WcIVUPlJSUKECVlJR4uyq+KSNDqb/9TSkdjlx67QZ1B6hwUDGgpoBKr8H5VV4hIUpdeKFSzzyj1Lp1SlVW1u5e7rlHqcDA2tfjTF4Wi1Jz59au3qWlSi1bptQ//6lU795nVI/NoG4FFQEqDNTdoA7V5BoBAUrdeKNS6em1uxdxRiSo1mcVFUo9/7xS0dEu/8CtA3UVqABQrUE9B6qgtgEgNFSpyy9X6v33lTp61D33VFysVPv2SgUF1W1ADQpSauhQpex299xHRoZS8+crNWGCUmFhtarT0WP/PwmgQkDdCepgTa4RE6PUq6+6756ESySo1lc//aRUjx4u/4BtA3U5KED1BvUeqPLaBJ+wMKWuvFKpDz9UqrDQM/e2a5dSTZvWXYs1KEip5GSlcnM9cz8FBTrAjhmjW5E1rF8JqBdAtQAVDOp2UAdqco2hQ5XautUz9yaqkKBa32RkKHXttS7/QB0AdSO6ZdoN1FJQjpoGnYAApcaNU+qjj5QqKqqb+9y6ValmzTzfYj0eUOvqUTkjQ6nnnlOqX78a19UG6kVQLY8F11upQcvValXqiSd0N4XwKAmq9YXDodS77+pHOhd+iHJBPQgqFP2Y/zaoypoGnFatlJo+XamDB71zz3v2KNW1a61ady69LBalhg3zXAu1Otu2KfXII7pVXoN6l4KaB6oVuk98Bro169L5nTsrtWKFd+63gZCgWh/k5em+ORd/4GaDagSqCahnj7VwahRsRo9WaunS2g82uVNZmW5hBQa6rzsgKEj3B8+b5xv9jTabUv/9r1LdutXoPkpAPXUssLYF9RE1eAqZPFl/Xwm3k6Dq6378UamWLV36QVkOqjN6xPhRUPk1CTTh4UrdeqtSqanevmNjGzYoNWSIrqvVWrtgarXq1umFFyq1e7e376gqh0Opb79VauzYGt3XQVB/Q/eXDwe10dVzW7dWatUqb9+135Gg6qtKS5V64AEdBKr54TgMatKxH6oL0dOlXP6hDAtT6v77lcrK8vYdu+aPP5S6+Wbd0jweKM26BwID/9cnGxOjpzvt2uXtO3BNaqpuTYaEuPx/uQrUAHT/+c2gclw5LzBQqVmzfKPF7idk8r8vSk3V2eD/+MPpYQ7gbeBB9PLROcAVuJiZPjRUZ57/5z/r555JhYWwdq1e2bRuHaxfr9+rqNAZ9Bs10ttH9++vV3H176/vub7JzoaZM+Hll11Kz+gAFgAPoX/LvoJeXlytMWNg/nxo1uwMKisApKXqSxwOpV54waXWSSqoc461Su5Cz2l0qUUTEqLU3XfLxPD6ZvduvcDDhScXBSrvpKeXv7raak1I0N1N4oxIehtfUVoK112nExKXmW9t50C3SPui85iuOfbvajNGWa06m/zu3fD885CQ4J56i7rRrh28+y5s3AgXXljt4Y3RTzFfoJe9dgU+qe6kjAy9KeGTT3o3/0J95+2o7gq/b6keOqTUwIHVtiTSQY0BFQhqOqgKV1un55+vVFqat+9SuNOKFUoNHuzS//8RUNcfa7VORPfBV3ve8OF6Tq2oMWmpetvatTBggM585MRS9N5Of6KTRD+GC7s2tmoFS5bAN99Ap07uqK3wFcOGwapVOiNZNU8djYC3gC/Re4d1R29m6NSKFTrj1ZYtbqhswyJB1Zvee09nZUpPNz2kBJ2t6FJ0WriN6H2PnLJa4ZFHYNs2vbe85Nn0TxYL/OUvOlvWLbdUe/iFQCpwDnqDwhn8b0tuQ/v3w9ln6x12hcskqHqD3Q5TpujtiJ30n25B70D6ATpj/Nu40Hd6/vm6dTFzJkREuKnCwqc1aqRnB6xcqZN+OzsUvS3Oc8A09C/qHGcnFBToPlxfSiDu4ySo1rWCAr2/0OzZTg/7BBiM3lN+EzChuuvGxupM//Ko33CdfbZOpD19up5WZsIC3IXuRkoF+qB3gjVVWQk33aSffhxO27YCCap1KycHRo6EL74wPcSBbkGMB65G785Z7ebEo0fD5s1w1VXyqN/QhYTAY4/pROXDhzs9dDCwAeiB3kr8OfRolqmnn4arr9YzVYQpCap1JSNDZ8Bfv970kCJ05v0Z6Gz8r1LNhnAhIXp61DffQAvZz1ScJDkZfvxRB0InOy40QU+7mgY8AFyH3vDR1Icf6mlXhw+7s7Z+RVZU1YV9++C885xuDb0bPRiVCSxGb2fiVM+eeqCre3e3VVP4qVWr9K6rBw44Pewb9C/1/uidX51u45KcDMuWQWKi26rpL6Sl6mk7dugRficBdQUwAAgE1uFCQH3gAT0FSwKqcMVZZ+lFA+PGOT1sLLAS2AGcBexxdnBamu5e2L/fXbX0GxJUPWnzZh1QnbQQPkXvnDkC+IVqdi6NjdXTW/79b/3oL4SrYmPh009hzhw95c5EL+A3IATd5+p09vSuXTqw7nEafhscCaqesm6d7kPNyjI95C10ApS/o6e5OJ0A1b27Xihw3nnurKVoSCwWvQx61Sro0MH0sJbomQF90b/sP3V2zb17OXrvvey12dxY0fpNgqon/PqrHuXPyzM95BngBmAK8DL60d/UuHH6B6G6bZOFcEX//nrAdPRo00OigM/RA1fjgddMjsvr25fzpkxhxMaN7JdZAYAEVfdLTdWTpQsLDYsVOpA+CPwHmEk1qfqmToVPPoGoKHfXVDRkMTHw5ZcwebLpIUHoX/hPAjcDL51WfrhPH0a++CLrSkvZV1bGyI0bSXeymKWhkKDqTvv367yU+fmGxXbgH+hW6tvAfc6uFRoKCxfCjBkQIP9NwgOsVnj1VZg1y/QQC/A4+pf/HeiMaAAZffow4sUX+eOkILqrtJRRf/xBdrnTSVl+T6ZUuUtODgwdqkdFDTiA69F9p4sAp+OwiYnw2Wc6ubIQdeGjj+Daa50um/4/dPLrx1q0YOGHH7KjstLwuB4RESzv3ZsmTgbE/Jk0gdyhuBguvtg0oCrgdvT6/U+pJqB27Kj7TyWgirr0l7/A8uUQF2d6yD+BR1q04Kn0dHa8+67pcZuLi7lg0yZsDTQnqwTVM1VRob8hV682LFbo/tPXgQ/RcwFNde8OP/0EratdmCqE+w0ZAr/9Zpo7Ykfv3sz/4AO44w547TVYsMD0UmsLC5mclkY9eBB2OwmqZ8LhgBtvhK+/Nj1kOvAsug/1cmfX6t8fUlLq535Rwn906AA//ww9epzy9tbevRk2Zw4HHQ644gq4+26dueoT8/0E3svO5t/VrOLyRxJUz8RDD+ktLkw8gx45fQX4m7PrDB2ql/w1aeLW6glRK82a6bwBvXsD8Effvgx//nkyT85QddllukExd65OaG1iyu7dfJmb69n6+hgZqKqt+fNh0iTT4leBW9CZf+5xdp3Ro/Vve8l9KnxNXh6b7rqLEZMnc8QoTCilV2h99RU884zOR2EgOjCQ3/r2pUsD+R6XlmptbNwIN99sWvwlOlv/NKoJqJdeCp9/LgFV+KbYWFq/9RbtzL4/LRa9meTgwXo+tcly1QK7nXFbtnDEhS22/YEE1Zo6ckT3KZmsHtkCTERPn3rM2XXOP1/vLyRr+IUPa2S18l2vXnQ3C6yBgTqgtm0L//wnZGcbHrbTZmPC1q1UNoAk1xJUa8Lh0HP5du82LM4GLkZnUn8FJyulBgzQG/I5yc4uhK9oYrXyQ69eJJt1vYWE/G/7nn/+03Q14fdHjvCgyc+OP5GgWhP/+pde2megFD26H4DORWkaLjt21NeIjPRIFYXwhObBwSzr3ZsOoaHGB0RH6y2Ciot1gDVpkT5/8CBvZWR4sKbeJ0HVVd9+C48/blikgMnoR/8vANPp0wkJ8N130LSpR6oohCclhoTwfa9eNAky2Ry9eXOYNk0na3nnHdPr3PLnn6w6etRDtfQ+Caqu2LtX781jMlHiaeB99OT+rmbXiInR2560beuJGgpRJ9qFhbG4WzeCzPZC69pVLw6YP19nazNQrhTjt2whx09zBEhQrU55OVx5pWkav++BR9FTp0xXS4WEwNKlplNOhKhPRjRuzAtJSeYHjBunEwvNnAmHDhkeklVRwZ1OdsOozySoVuepp0w368tET+r/C3Cns2ssWADDhrm/bkJ4ya2JidxittmkxQL33qs3o3zsMTBJYL0wO5uP/XADQQmqzvz2mx6cMuBAJ/CNQCfwNR3pf+gh3dIVws/MSUpiWEyMcWFICEyfDrm5emGASdfZrX/+6XfdABJUzZSU6BVTJqOY/wcsR2eeMvm20tn/Z8zwTP2E8LLggAAWd+tGG7O51vHx8OijOvvV558bHpLth90AElTNPPww/PmnYdEqdD/qLGCg2fktW8IHH4DZSKkQfqBpcDBLe/QgwiyR+oABenvsl1827V/1t24AWftvZOVK3Qdq8KU5AvQGuqGnTxl+K1mtOtPPoEGerKUQPuPjw4e5IjXVuLC8HG69FcLCdK6AwKo7sjWzWkkdMIA4P1gQIy3V05WWwk03mfYB3QxUAO/g5Is3Z44EVNGgjG/alCfNpgsGB8Mjj+gk7osWGR7iT90AElRPN326aQb/T4CP0FtLm07fv+46uOUWz9RNCB/2WJs2jI2NNS7s0AFuuAHefBNMgqe/dAPI4//JNm7UyaINtoHIR0/sH41upRrq0gXWrYPwcE/VUAifdrC0lO5r13LUaCsVux3uuUcPAr/8smHuC3/oBpCW6nFKwV13GQZU0PvzVKKz+BsKCtIJqyWgigasZWgoz5ktDAgMhClTID0d3n7b8BB/6AaQoHrcxx/rwSUDKeg9pl4ATHPzP/64bNYnBHB9fDwXmHUDJCbq7rEPPzTN9rYwO5sfTFYw1gfy+A96W96uXQ3/k21AT6AzsBSTSf4DBugdUGX6lBCAC90At9+uFwg8/7xegXWafpGRrOnXjwCzHAM+zK0t1UWLFvHAAw9w22238dNPP1Upb9u2LSNGjGDEiBG8+OKL7vzUZ+aFF0x/a04DsoB5mATU4GD9KCMBVYgTqu0GuPtu2LwZfvjB8JD1RUUsqaeDVm5rqRYUFDBixAjWr19PaWkpAwYMYNOmTQScNCn4ySef5Mknn6zxtT3aUs3O1jlOCwqqFG0DegBzgNvNzn/qKb1qRAhxCqUUF23ezNdmj/LPPKMzWc2fb7ilUMewMFIHDMBqtrDAR7mttqtXryY5ORmLxUJYWBgRERHs2rXrlGN+/vln/v3vf/PEE09w8OBB02tVVFRgs9lOeXnME08YBlSAB9GT/E0nSPXsqdf2CyGqsFgsvNapEzEGk/0BmDwZKitNc6/usNl4MzPTgzX0DLcF1ZycHCJPymYfFRVFTk7OKcfMnj2bBx98kGuvvZbLL7/c9FozZ84kPDz8xKuJp7Zu3rIFXnvNsGgZegO/ZwDDbwmLRe97brV6pm5C+AGn3QAxMXqb6yVLTDcNnLZ3LyUmM3J8lduCalxcHEVFRSf+XVhYSFzcqTnw+/fvD0BSUhIHDx485fiTTZ06lZKSkhOvXE/sG64U3H+/YcIUO/AAOj/qaLPzb7xRz2kVQjjldDbARRfphQEvvGC4ijGjvJwXnDzV+iK3BdVBgwaRlpaGUgqbzUZxcTHt27fnwIEDACxbtozvv/8egKNHjxIYGHhKy/ZkVquVsLCwU15ul5KitzYxsADYBPzb7NzISN2XKoSolsVi4YWkJOPdAgID9TbXGzfqhTMGZh84UK+2t3bbkHV0dDRTpkzhvvvuo6SkhJdeeok9e/ZwzTXXsHr1apo1a8a0adNYu3YtO3bs4I033nDXp66dp582fLsEmArcCHQ3O/fhh3VaMyGES5LCw5mckMDL6elVC3v00Lky3nhDP/2dFnzzKyuZtX8/szt0qKPanpmGOU91/XrTR/cZ6JR+OwHDsNm6NWzfrjPuCCFcllFWRtLq1ZQY5ShOS9OLAp56CoYOrVIcGhDAjoEDaWm2m6sPqV9zFdzFpJWaB8xGL0k1bYfOni0BVYhaSAgJ4Z6WLY0Lk5PhnHPgrbcMxzlKHQ6m79vn4Rq6R8MLqtu36yWpBl5Ej/TfY3bukCEwYYJn6iVEA/DP1q2JNVsoc/31ehZASoph8ZsZGewsKfFY3dyl4QXV//s/w1HGIvQk/zuBaLNzn33WcEmdEMI1MUFBPNy6tXFh+/Zw7rl6haLBNCo7GPfJ+piGFVQPHNCZpAy8DpQCd5ude8UVMHiwhyomRMNxe2IiLc32tbr+er3tyrGZQqd7KzPT5+etNqyg+p//6BUcpylDT/L/BxBXpfSYqVM9Vy8hGpCwwEDzXQJatYJRo3QWK6PtjCor+TA727MVPEMNJ6jm5MDrrxsWzQcOA/ebnTtmDPTp46GKCdHwTGrenM5muYevvBL27oXffzcsnufjXQANJ6i++abOOH6aSvSI/3WAybiknpcqhHCboIAA/tWunXFhp046r8bixYbF6woLWWuSr8MXNIygqpQOqgY+BnYDpmlRhgzRO6sKIdzqsrg4ehhkpwJ0a/W33/Q4iAFfbq02jKC6apXpZn6vABcDHc3OffhhGfEXwgMsFgu3JyYaF551FiQkmE5/XJidTa6PLl1tGEHVZEnsn8By9ACVoe7ddcIHIYRHXNOsGVFGqQEDA2H8ePjmGygsrFJc6nDwto+mBfT/oFpYaLrX+OvoftQLzM6dMgXqWYJcIeqTyKAgJpnl0bjgAv3z99VXhsUvHzqEwwdX2ft/xFi0CIqLq7xdBrwN3IRJvtQWLWT1lBB14NYWLYwLIiL0zJulSw2nV+0qLeX7I0c8XLua8/+gavLo/wl6rf+NZuddf73sOyVEHegaEcGIRo2MCy+4QG9pvWWLYfG8Q4c8V7Fa8u+gum2b3gPHwKvARTiZRvX3v3uoUkKI091m1lpNSoK2bU1XWH2Rm0t6WZnnKlYL/h1UTaZR/QmkADebnTd8uP7PFELUicvi4ogPDq5aYLHA+efD8uVQXl6l2AF87omdQc6A/wZVpeCDDwyL3ken9htrdu4NN3ioUkIII9aAAP6RkGBceN55elzE5Klz6Wl74Xmb/wbVDRt0YgYDi4ErMBmgio7WE4+FEHXqHy1aGP9MNm0KvXubdgEsO3KEIoOcHt7iv0H1888N394GpAKmYfOvfwWzNclCCI9JDAnhsjiTlEbnnw+rV8PRo1WKypTyqVkA/htUly41fHsJ0BQ4x+w8efQXwmuubt7cuGDYML0gwCSB9VIf6lf1z6B68KBphpvFwHhMHv2Tk2HAAA9WTAjhzPmNGxNstCw8PBwGDoRffjE874vcXOw+shDAP4OqyaP/DuAPnDz6X3aZrPMXwosig4IY1bixceHgwXora5utSlFORQWrfSRzVYMKqkuAJsBws/PGjfNQhYQQrhrXpIlxweDBUFGhd0M24CuzAPwvqBYVwbJlhkUfA5cCVqPCuDi997gQwqsuNguqsbG6i+633wyLfaVf1f+C6nffGU4SPgKsAy40O+/ii3VHuBDCq1qGhtI3MtK4cPBgPQvAoP90W0kJO3xgt1X/C6pff234dsqxP0eYnSeP/kL4jHFmU6sGD9ZbI+3aZVjsC6ur/C+orlpl+PaPQG90n2oVwcEwerTn6iSEqBHTftVOnaBxY/MuAB/oV/WvoHrkCGzdali0DBhpdt6oUWD2uCGEqHO9IyONt7EOCNBjH2vWGJ63urCQSofDw7Vzzr+C6urVhm9noFdSmQbViy/2UIWEELVhsVjMW6s9e8L27XomwGlKHQ62erlf1b+CqpNH/yCcrKIaMcIz9RFC1Jppv2q3bjqg7thhWLzOYPuVuuRfQdUki82PwEAgyqiwUSPo3NlzdRJC1Mo5MTHGKx9btdKJj1JTDc9bL0HVTex2087rn3Ay6j94sOxDJYQPCg8MpKvRFtYWC3TtKkHV41JT9cT/0xwFdgKmK/qHDPFgpYQQZ6JflOHzpe4CSE01nK/6R3GxVwer/CeomvSn/nHszz5m5511lidqI4Rwg35ms3K6d9fzVbOzqxR5e7DKf4KqSX/qBiAWaG1UGBCgM98IIXySaUs1OVn//PpgF4D/BFWT3RZ/R7dSDXNPde+uO7yFED6pV2SkcZAKC4P27fXUKgPenAHgH0FVKfjzT8OiDcijvxD1lelgFUCbNrB/v2GRtFTPVGam4SBVKbAV6Gt2Xv/+HqyUEMIdTPtVnQRVbw5W+UdQNWmlbgHsOGmpJid7qEJCCHfpb9av2rq1blCVlVUp8uZglV8H1VQgBOhodl6nTh6qkBDCXUwHq9q00V1/Bw4YFm8weHqtC/4RVNPSDN/eA7TBZD+qmBi99a0QwqeZDlYlJuoZAPv2GZ530KAFWxf8I6iatFT3AO3MzunUSfajEqIeCA8MJNlo23irVQdWk6CaLkH1DJgE1b1UE1SFEPVCK6M0gOB0sCrDYAeQulD/g2plpWkW8D1AW7PzJKgKUW8kBAcbFyQmQnq6YZG0VGvrwAEdWE9TDhxEWqpC+IMWZi3VJk0gL8+wSFqqtXX4sOHb+wGFk6Da0XROgBDCx5i2VGNj9Y4fdnuVoozycpRBwhVPq/9B1WSjr73H/mxrdl5iovvrIoTwCKctVYcDjh6tUlShFLkGuwN4mt8G1XQgGDDJHa5/wwkh6oV4q9W44PjPsUkXwNQ9eyir45VVfhtU84HGmCRSiYrSO6gKIXxeRlkZj+zebVxYTVD9b0YGPdeu5fc6zAXg10G1kdk5ZhuKCSF8yi6bjQHr1/NLQYHxARERuoFkElQdx65x1u+/853JMe4mQVUI4ZMyy8oYvmEDWeXlVB2GOsZi0a1VkzgAOv9HuVJcsnkzqwz6Xt3Nb4PqESSoClFfKaW4MS2NrIoKqk6YPE10NFTzeK+ASqW4KjWVIoMpmO7kt0E1H92nakiCqhA+7f3sbL7Ky6PSlSlRwcHgwpxUB5BVXs5DZv2zbuLXQbWR2TkSVIXwWQ6lmFqTwOdiUAWoBF5JT/foaqv6H1RNmv35OAmqMp1KCJ/1w5Ej7KtJ0KtBUAUIsFh4PSOjFjVz8foeu3JdMVhJAWADwszOCQ31VG2EEGfog6wsgmpyQg2DaqVSvJ2ZWeN6uapGda/OokWLWLNmDSUlJUycOJFhw4adUj5nzhzy8vJIT0/n3nvvpWvXrmf+SZ10Opsm9gs0zLAqhPABvxQUVD84dbKQEMPtlJzZW1rK0cpKYoLcGgIBNwbVgoICZs2axfr16yktLWXAgAFs2rSJgADdGN61axdffvkl3333Hfv27WPSpEmkpKSc+Sc2aak65YEvpBDizJXY7ey02Wp2Ug1bqsdtKCxkRGPT4exac9vj/+rVq0lOTsZisRAWFkZERAS7TkrJ9+OPP9KvXz8A2rRpw/bt2yk3+UJUVFRgs9lOeZmqRVBVAdJSFcIXHamspMYpUA4cgPXra/y5cjyUF8BtTbacnBwiT9r1MCoqipycHDoeywZ1enlkZCS5ubkkJCRUudbMmTOZNm2aS5/396SvqIgqR1UolP1/L1vONeyznsfP1kknvQ/YIcnWgpZndrtCCA+oVVap/PxafS5PZQRwW0s1Li6OopP6NQoLC4mLizMtLyoqoonJ1KapU6dSUlJy4pXrZLVE6Z5SbDtLKd1XRtnBcsozKqjIrkQ5FI4yhb3IgcOmUOVwfFmGCjEdwhJCeFGt+jh79IC+phvRm2rkoW5AtwXVQYMGkZaWhlIKm81GcXEx7du358CxnQ5HjhzJ+mNN9H379tG5c2eCTZKaWK1WwsLCTnmZsQTWfJ8pZa/7HItCiOpFBQXR0izNn5ny8lolSOp90pOzO7ktVEdHRzNlyhTuu+8+SkpKeOmll9izZw/XXHMNq1evpkOHDlx00UVMnTqVzMxM5s2b55bPW6ugWilBVQhfNSQ6mo8PHzZf73+6WgTV5lYrzTyUqc6t7d+rrrqKq6666pT3Vq9efeLvd999tzs/nWYy5mTFSjnGA2GqXIKqEL7qiqZNWWyyo4ehigow2m3VhNViYWKzZrWomWvq/eT/wAjjqBpJJMUUG5ZVHKn7bOBCCNdcHhdHbE36O2vYUq1Qils9uPNHvQ+q1ibGGcEjiaQQ4yWslbmezVIjhKi94IAAprRu7XpwqkFQDbJYGNekCck1aNnWlF8H1SKMV1lU5EpLVQhfdk/LlvSOjCTI4sKYSXm5XlXlgrCAAF7x8E7K9T6oBjUxfkyQoCpE/RUUEMCCLl0IsViqD1KFhS73qb6ZnExCTWcX1FC9D6rSUhXCP3WJiOC7Xr0IDQhwHqjy8lxK5/lKp05c6cEBquP8NqhGEWUaVKVPVYj64ayYGH7p04fWZpnlbDb9MknnGQBEBwayuFs3bm7RwnMVPe1z1mu1GqjKr8RRWbfb1gohaqd3VBTzO3c2Ljy+mZ9JUB3eqBF/DhrEFU2beqh2VdX7oGrWp9qYxpRTbt5aPSKtVSHqizyzFJ/VBNX3u3SheR1vR1/vg6pZSzWeeAAyMU5GW55Z81RhQgjvMN3+JDf3fzuqniYAaFrHAfX4563XrHHOg2oGxtsm2HbUMGejEMJrMszypeblQaNGhonn44ODCXRlSpab1fugGto61DDFfwghxBJr2lIt+bPEwzUTQriL05aqSaLpBC+0UsEPgmpASAChbY1HBuOJN2+p/iktVSHqC9OWakYGxMcbFrXw8HxUM/U+qAKEdTJODRhPvLRUhfADh8xaqvv2QevWhkXSUj0D4Z2MV1MkkGAaVKWlKkT9UO5wsK3EoBFkt+utVNq0MTxPguoZcNZSzSADZbDrTcXhCslWJUQ9kFpcTLnRNiuZmTrtn0lLNVEe/2vPrKXahjaUUkoWWYblMgNACN+3vtB4EQ/79+s/TYJqTw9l9q+OfwTVZOOg2oEOWLCwgx2G5SVp0q8qhK9bX2S8gId9+yAuDgyCZ5DFQs+ICA/XzJhfBNWQViFYQqrOqwonnEQSTYNq0QaT/ywhhM8wbak6GaTqFh5OmMHc1brgF0HVEmAhvKNxa7UjHU2DasGvBZ6slhDiDJU7HPzhrKVqMkjVLyrKg7Vyzi+CKkB415oH1cL1hdhLXd5eTAhRx0wHqSoqYOdO6NjR8DwJqm4QPTja8P0kksgllzzyqpSpCkXReukCEMJXmT7679ihA2u3bobFElTdIOasGMP3O6J/k+1kp2H50V+PeqxOQogzYzpItXUrREdDq1ZVirw5SAV+FFQj+0QaDlY1ohFNaUoaaYbnFaySflUhfJVpS3XLFujaVWeoOo03B6nAj4JqQHAAUf2Mm/zd6c4mNhmWFfxagDLqsxFCeFW5w8Emo5aqUpCa6pOP/uBHQRXMuwD60pfNbKacqkkZyjPLKd1b6umqCSFqaG1hIWVGDZ7sbMjJge7dDc+ToOpG0UOMB6v60IcyytjKVsPyoz9Lv6oQvmZpTo5xQWoqBARAcrJhsQRVNzILqi1oQXOas4ENhuW5X+Z6slpCiFpYmmvyc7lpE3ToAGFVc354e5AK/CyohiSEGOZWtWChD334nd8Nz8v7Og9HuWwEKISv2FFSwnajzFRKwZo1MGCA4Xm9IyO9OkgFfhZUAaLPMm6t9qUv29iGjapJVOyFdvJX5Hu4ZkIIV31u1krdv18nph482LD4kiZNPFgr1/hdUI0dY7yrYh/6YMduOgsgd6l0AQjhK0z7U3/7DaKi9HQqA+MkqLpf7IWxhncVRxxtaMNa1hqel/N5jkytEsIH5FZUsPKoyeDxb7/pR3+DR/xWISH08lK6v5P5XVANjgs2nVo1lKH8zM+GSavL9pVRvLnY09UTQlTj69xcDDNyFBXpQSonj/4WL+yeejq/C6oATcYZPwIMZzjZZLOd7YblOUtNHjmEEHXGdNR/7bGnzIEDDYvHxcV5qEY145dBNW6c8Rc3iSRa0IIVrDAsl35VIbyrzOHgm7yqyY8A/ejftSvEVH0SjQwMZESjRp6tnIv8MqiGJ4cT1rHqHDYLFoYxjJ/4ybALoHBtoewGIIQXrcjPp9Bu8PBfXq6D6llnGZ43NjaWkADfCGe+UQsPcNYFkEGGaY7VjDczPFktIYQTi7KzjQtWr4aCAhg50rDYF0b9j/PboGrWBZBMMs1pbtoFkPlOJo4KWQggRF3Lr6jgfbOg+v330Ls3NG9epSgAuFCCqudFnxVNUOOgKu8f7wJYwQrjrauzKsj72qRPRwjhMe9kZWFzGDRoCgrg119h9GjD886OiaGJ1erh2rnOb4NqQFAATa9oalg2kpEc4hBb2GJYLl0AQtQth1LMO3TIuDAlRSdQGT7csNiXHv3Bj4MqQPwN8YbvJ5NMEkl8wReG5blf5FKWWebJqgkhTvLjkSP8aau6hByA776DoUPBJFGKr0ylOs6vg2r04GjCu1TdENCChUu4hBRSKMQgs7gdsuZn1UENhRAA89LTjQsOHdKp/kwe/c+JiaFTuPGmn97i10HVYrGQcGOCYdkoRhFAAN/xnWF5xhsZsmxViDpwsLSUz8zW+n/3HTRubJqV6rYWLTxYs9rx66AK0Pza5liCqi5diyCCUYzicz43HLCy/Wkj71sZsBLC017LyMBwvk15OXz+OYwda7jWv5nVyvimxuMm3uT3QTW4WTBNLjHuyL6Yi9nHPtMBq/1P7/dk1YRo8ModDl7PMBkYXr4cjh6Fyy83LJ6ckECwj0z4P5nv1cgDzLoAkkmmIx35nM8Ny4/+dJSjq2SrFSE85dOcHDLLq+4dh1KwZAmMGAEGrdEA4B8++OgPDSSoNh7TmOAWwVXet2DhYi4mhRTyMH7Ul9aqEJ5jOo1q0ybYsQOuuMKw+JImTWgdWnWXD1/QIIJqQFAA8dcbT68awxgiiWQxiw3Lc7/IpWizwTa5QogzsjI/nxVmeVMXL9bJU0ySUd+WmOjBmp2ZBhFUARImJ4DB1jUhhHAlV/IZnxlPrwL2z5LWqhDupJRiyu7dxoXp6fDLL6at1KSwMM5r3NiDtTszDSaohrUNo/lfq64bBhjHOCxY+JRPDcuzF2Zj220yMVkIUWNf5ubyS0GBceHHH+t+VJMVVLe2aEGADySjNtNggipAq4daGb4fSSSXcRmLWWy4MSAOOPDvAx6unRANg10pHt6zx7gwLw+++EK3Ug2mUYUGBHB9vHFXnq9oUEE1snuk6fSqK7iCMsr4ki8NyzPeyKBkh+RaFeJMvZeVxZZik62L3ntPL0cdN86w+K/NmhHrQ8lTjDSooArQ+uHWhu83pjEXcREf8iEVVFQpVxWKXQ/u8nT1hPBrZQ4Hj5u1UrOz9WT/v/0NTEb2b/fhAarjGlxQjRkSQ8xw440BJzCBfPL5mq8Ny3M/y+XI8iOerJ4Qfu2V9HT2lZkkK1qwQC9Jvegiw+JLmzShX1SUB2vnHg0uqAK0ebiN4fvNaMYlXMLbvE0Jxo/6O+/dibJLTgAhaqqwspIZ+/YZF6anw1dfwXXXQXDVOeUBwMz27T1bQTdpkEG18fmNiexjvD/4JCZRTjkLWWhYXvxHMZnvZHqyekL4pf8cOEBORdWuNQDmz9dZ/ceMMSy+Lj6ebiap/3yNW4Pqo48+ysyZM7nppptIN0jllZKSQu/evRkxYgQjRoxg5cqV7vz0LrNYLKZ9qzHEcA3XsIhFHOaw4TF7pu6hsrDSk1UUwq9kl5fzn4MHjQv379fbpVx/PQRV3a0j2GJhWtu2Hq2fO7ktqP74449kZWUxdepUrr32Wh5++GHD455//nlSUlJISUlh6NCh7vr0Ndb0iqamrdUruIJGNOIN3jAsL88sZ/9sWRAghKse2b2bIqNdUpWCefOgTRvTTf1uT0z02SWpRtwWVJctW0b//v0BGDhwID/88IPhcQsWLOCZZ55h9uzZlJaWGh5TUVGBzWY75eVulgALHZ7tYFgWTDCTmcx3fGe66+rB/xzEtkcWBAhRnW/z8ngj06TL7Jdf9E6pd91lOC81OjCQR1obP1X6KrcF1ZycHCIjdcsvLCyM/Pz8Ksd07dqVxx9/nAceeICmTZvyyCOPGF5r5syZhIeHn3g18dAeNI1HNCbuMuOtGM7lXJJJ5mVeNsy36ih18OfNf0oiayGcOFpZyU1pacaFpaXw4ou6hdq7t+EhD7ZqRZzBwJUvs6gaRAW73c5wg6VjPXv2pHHjxrRu3Zqbb74Zm81GUlISh8wy0ABpaWlcc801rFu3rkpZRUUFlZX/67O02Ww0adKEkpISwsLCXK2uS0p2lrC261pURdUvw2Y2cxd3MZ3pnMM5hucnv5lMwt+NUwsK0dBNTkvjv2b5Ut98UydOmT8fDPaZam61snPQICIN+ll9WY1aqoGBgaxcubLKa968eYwaNepEgFyzZg3nnXceACUlJeQc2yph1qxZJ1qwu3fvpl27doafx2q1EhYWdsrLU8KTwkm803hCcQ96MJrRvMALFGGcqWrXfbsoy5BNAoU43bd5eeYB9dAhWLhQD06ZbNz3WNu29S6gQg1bqtWZOnUqwcHB7Nu3jxkzZtCiRQvmz5/Phg0beO6551i4cCHffPMNnTp1IjU1laeeeor2Lsw9s9lshIeHe6SlClCRX8HqpNVU5lYd0T/KUSYxiWEM4z7uMzy/ybgmdP+0OxYfTvIgRF06WllJ97VrOWg00V8pePhhyMyE//7XcMS/fWgo2wYO9MnM/tVxa1D1FE8HVYBDLx1ixx3Gg1LLWMYMZvAcz9Gb3obHJL+VTML10g0gBFTz2L9yJTz2GDz7LPTpY3jIe126cHVz46xyvq7+/RrwkISbEwy3swYYyUgGMYj/8B/KMH7U33nXTkr3Gc9mEKIhcfrYf/SoDqajR5sG1GExMUxs1syDNfQsCarHBAQFkPR8kmGZBQv3ci+55DKf+YbH2AvtbL9+uyxhFQ2a09F+peC55/TUqTvvNDwkPCCANzt39ul8qdWRoHqS2PNjaX6d8SNHc5ozmcksZCE72Wl4TH5KPnuf2uvBGgrh2+7fudO4HxXghx9gxQp46CEwSYwyq317OnhwYLouSFA9TdKzSVibGedrvJRL6UpX/sW/TLsB9k3bR+6XuZ6sohA+aX5mpvkk/8OHYc4cuOwyOLZI6HTDYmLqRWq/6khQPY21iZWOL3U0LAsggKlMJZtsXuIl02ts+9s22X5FNCi/HT3KZLPHfocDZs/Waf3+8Q/DQ/zhsf84CaoGml7RlLjxxnPn4onnQR7kcz4nhRTDYyrzK9kyfgv2EoO1zkL4mUNlZVyemkq52USizz6DDRv0NCqTR3t/eOw/ToKqAYvFQqeXO2FtatwNMJzhjGMcz/AMGRiPchb/Ucyft8oyVuHfbHY7l2/ZQmZ5ufEBu3bBq6/C1VebbjftL4/9x0lQNRHcLJjk15NNy2/jNprTnOlMN9x+BSBrfhbpr1ZNgSiEP1BKMTktjbWFxlu7U1gIjz8OyckwaZLhIf702H+cBFUn4i6No/kk49kAIYTwOI+zl72mKQJBz189+ttRT1VRCK/594EDvJedbVzocMDMmVBWBk88YbhqCvzrsf84CarV6DinIyFtQgzL2tCGu7iLD/mQX/jF8BhVodhyyRZK/pSdWIX/+Co3lym7d5sf8O67sH49PPkkxMYaHuJvj/3HSVCtRlBMEN0Wd8MSbPx4MpaxXMRFzGCG6fzVipwK/jj/D8rSJfGKqP+2FRfz161bDRJiHvPrr/D223DbbdC9u+Eh/vjYf5wEVRdE9482nWZlwcLd3E0yyUxlKnnkGR5Xtq+MTRdsoiLfZI8eIeqBIxUVjNuyhQKjLP6gs0/96196Gepll5le5+3Onf3usf84CaouanFTC+JvjDcss2JlGtMIIojHeIxyjEdCizcVs+XSLdhtMtVK1D9FlZVcsnkzO8124igu1gNT8fFw331g0gp9rE0b/lKP1/ZXR4JqDXR8sSORfY33tYohhqd5mn3sYzazDXcLADj601G2Xb1NcgSIesVmtzNuyxZ+KSgwPqCiQgfUI0dg+nQw2VPqsrg4nqxHm/jVhgTVGggMDaTbkm4ExRqPZLamNU/yJCmksIAFptfJ+TSHP2+TOayifihzOBifmspygy2SAD3SP2sWbNum/0wwToHZIyKCd/20H/VkElRrKKxtGF3e6wIm3xf96c8d3MGbvMkPGG9+CJDxWga7HtwlgVX4tAqHgwmpqXyTZzxWAOjJ/StW6BZqp06GhzQJCuKz7t3rZSb/mpKgWgtNxjah7bS2puWXczl/4S88zdOsZKXpcQf/c5Adt+1AOSSwCt/jKHfw2x3bWJ3mJEHQRx/BokU685RJopQgi4XF3brRzk8Hpk4nQbWW2kxtY5ofAOBWbuUCLmA601lH1c0Nj0t/JZ3t12/HUenwRDWFqBVHmYPUv6Rif/kw7z0cQrxRQ/XHH2HePLj5Zj3ab+KFpCRGNG7sucr6GAmqtWQJsNDlvS7EDIsxLj+W2Ho4w3mUR9nEJtNrZb2bxdYJW3GUSWAV3me32dly+RZyl+oWasDOMt5/JITmBSf1ea1ZA08/DVdcARMmmF7rlhYtuNUPJ/g7I0H1DASGBtL9s+5E9IwwLieQKUxhIAN5mIdJwyQ1GpDzcQ5bLpPMVsK7KvIr2HzRZvK+PrVpakkrY+EjISQUBejJ/Y8+CiNH6gn+JgNPw2JimJNkvJuGP5ON/9ygLKOMDWdtoHSv8R5V5ZTzKI+SRhrP8RztMd9BNmZ4DD0+70FQlP936AvfYttrY/OFmynZZr6kelWbtUw99Ih+3L//fr01ioE2ISGs7dePpsHBnqquz5KWqhuEJITQ87uepqkCgwlmOtNpS1vu5352YLxrK8DRFUfZeO5Gyg7JklZRdwrWFPD7oN+dBtSf+InH9z3MxTEX0eKOh0wDanxwMN/36tUgAypIUHWb8I7h9PiqB4GRxt9ooYTyNE/Tjnbcy738wR+m1ypaX8T6AespWGMy0VoINzr8yWE2jthIRbb5EuoUUpjGNC7iIu7NvYsPp4fTqqLq01Sc1cqyXr3oGG68M3FDIEHVjaL7R9Pt425YrMZ9TOGEM4tZ9KUv/+SfrGKV6bXKM8rZMGwDmQtM9vwR4gwppTjwnwOkXpGKw2Y+SLqMZTzFU1zKpdzDPQQQQOXqYj6YFkZb+/+ezhoHBfFDr150jTAeY2goJKi6WezoWLq82wWMG6wEE8wTPMF5nMdjPMa3fGt6LVWm2H7tdnb9c5csaxVu5ah0sOP2Hex6YBdm6aYUisUsZiYzGc947uROLCeteqn4pZD3nwqjPcFEBwbyXc+e9Io0XsbdkMhAlYcc/vgwWyduRVUYf3kVild5lQ/5kNu5nSu50un1Yi+Mpev7XQmKkQEscWbK0svYds028lPyTY+xY+clXuITPuEf/IOJTDwloJ4s/PJYHG+1YXCM8fTChkaCqgflfpNL6uWpOErNH60+4ANe4zWu5mpu5EYCnDw8hHcOp/tn3Qnv1HD7q8SZyf0ml+3XbafisHn/qQ0bM5jBWtbyMA9zLueaHhsYHUjPb3oSM0QC6nESVD0sf0U+my/ejL3IfP7pV3zFszzLIAbxCI8QgXmfVEBEAEnPJ5FwYwIWP09MIdzHUeFgz6N7OPB/B5wel0ceD/MwmWQyk5l0xzjJNEBQoyB6fteT6AHR7q5uvSZBtQ4UrC5g09hNVOZXmh7zB3/wJE8SQwwzmUkizlehxF0WR6fXOxEc1zCnrQjXle4rZevErRT85nw2yR728DAPY8XKLGY5/R4MahJEr+97EdUnyt3VrfdkoKoORA+KpndKb9N5rAC96MXLvIwVK7dwC2tZ6/SaOZ/msK7HOnK/cZLsQjR4hz89zLre66oNqD/xE3dyJ01pyou86DSghrYNpc9PfSSgmpCWah0qSSth46iNlB8y2SMdKKWU/+P/WMEKbuEWruRK0wGC4xLvSKT9/7UnMMxkyoFocCryK9j90G4yXstwfhwVvMZrLGYxl3AJd3AHwZg//UQNjKLH0h4EN5cnJDMSVOuYba+NLZdsoXhLsekxCsVCFvI6r3Me53Ev9xKG8/sO7xJOlwVdiOorrYeGTCnF4SWH2XnnTsozzX95A2STzTSmsZvd3Md9jMY80xRA3Pg4urzbhcBw+eXtjARVL6gsrGT7ddvJ+TTH6XG/8Rv/4l/EEMNUptKZzs4vHAiJtyfSbno7mXrVAJUeKGXH7TvI/bz6LqE1rGEmM2lMY57kSdrS1unxrR5oRfvZ7bEEyOBodSSoeolyKPY+sZd9M/Y5Pe4wh3map9nEJv7O35nIRALNVhYcY21upcP/daD5tc1lhkADoOyKQy8dYs/UPU5nmYCef/oO77CABYxkJPdzv/OnoAC9N1virQ0rfd+ZkKDqZdkfZrP979udLhN04GARi3iDN+hGNx7hEZpR/W6UMUNj6PhSRyJ7yioXf1X0RxFpk9MoXFtY7bHHN6XcyU7u4A4u4RKn/fWBkYF0XdSVJhc0cWeV/Z4EVR9Q+HshWy7dQtlB55mp/uRPZjCDIxzhfu5nBCOqv7h0Cfil0gOl7H1iL5nvZEI1uc3t2FnEIt7iLdrTnod4iHa0c3pOaPtQun/cnche8gu5piSo+ojyrHK2jN9CwSrnU19KKeVlXmYpSxnJSG7ndmKJrfb61uZW2j7eloQbEwgIkZl09VVFbgX7nt7HoRcPocqq/9Hdy15mM5td7GISk1zqPmp6VVOSX0uWX8K1JEHVhzjKHOy8dyfpL6dXe+yv/Moc5lBEEZOZzCVc4nSJ63EhrUJo/UhrEm5IICBYgmt9YS+2c/D5g+z/v/3YC6rfHcKOnQ/5kLd52+XWaUBoAElzkkiYLKv1zoQEVR+U80UOaTekOV2fDXqN9ju8w0d8RDLJ3Md9JOHa9hUhrUNoM7UN8dfH19vgWpZeRuH6QgrXF1L0RxGVRypRZYqA0ACscVYi+0QS1S+KyH6R9XblmaPCQcZ/M9g3fV+1U6SO28pWXuAFdrOb67meCUyotnUa3jmcrou6EtlDHvfPlARVH1WeVc72G7eT96WT/daP2cUunuVZtrOdK7iCv/P3aue1HhfaNpTWU1sTPymeAKvvB9eK/Aqy3sni4NyDlO7S29dYgi06G9jJ38kBYAm0nMgSFtEzgpZ3t6TZxGb1Yp5l5dFKMt7I4OALBynb59ouEIc5zOu8zvd8Ty96cTd3V9s6BYi/Pp6OL3YkMML3vy71gQRVH6aUIv3VdHbdt8vp7ADQMwS+4Ate53XCCecmbmIUo1zqEgAIbRdKy3tbEj8pnqBo3+tLK88qZ8+je8icn6lzy9Z0f0SLfgVGBNLi1ha0ebSNT+4DZttj49ALh8h4IwN7oWs3WUYZH/ER7/EeMcRwK7cyjGHVrsQLiAig08udiL823h1VF8dIUK0HStJK2HrNVorWF1V7bB55vM7rfMu3tKc9k5nMQAZW+wN2XGBkIPF/jyfxjkSfSDGolOLwosOk3ZyGo9iBqjzzb1dLkAVrMytd3u1C45He349eKUXBrwUcePYAOZ/kVDuaf+I8FD/xE6/wCvnkczVXcxVXEUJItefGnBND8n+TfeL/2N9IUK0nHOUO9k7by/6n95tmaj/ZHvbwX/7LKlbRm95MZjJd6Vqjz9loVCNa3NyCuEvjvNLvWnm0ku1/364DjQWX7ttlAYADWtzSgqQ5SV65P3uxncOfHObQ3EMUrql+nulxCsVGNvI2b7OJTYxmNJOZTFOaVntuUKMg2v+7PQk3JMjqKA+RoFrPFKwrYMdtO1ya7A2wmc28xmtsYQvncA43cROtaV2jz2ltZiX+7/HEXxtPeNfwOhkZLj9czh+j/qBkW4lbWqemAqHxyMZ0/7R7nfS1OiodHPnhCFkLssj5NAdHsYvNUnQw/Z3fmc98NrGJ3vTmJm6iG91cOr/phKYkPZ9ESHz1LVlRexJU6yHlUGS8mcHuKbupzDXP0XrieBSrWMXrvM4BDjCCEUxkIh3pWOPPHd45nKZ/aUrTK5sS0SPCIwG24kgFG4ZuwPanzbMB9RhLkIWY4TH0/LKnR+bwKqUoXFdI1ntZZH+Q7XTXUsPzUaxnPe/wDlvYQh/6MIlJ9KKXS+eHtA6h07xONLlIVkbVBQmq9VhFbgW7px5L7+bC/6IdOz/yIwtZyG5205e+TGACAxjgcp/rycI6hdH0Sh1gI3tHuiXAKrtiw7ANFK4prJOAekIgNJvYjK4LatZFYkbZFYW/F5L3VR5Z72dh+9NW82ugWMta5jOfVFLpRz8mMYke9HDtAgHQ8q6WtH2qLUGRvjco568kqPqBmnYJKBTrWMeHfMh61tOe9lzFVYxkJFbME2k7E9ohlLhL42g8sjExQ2NqvRrnwH8OsOufu1werHG3bh93o+nl1fdNGilLLyPv2zyOfHeEvO/zXHqKMFJEEd/yLZ/xGQc4QH/6M4lJTrc2OV30WdEkPZ8kW514gQRVP1HTLoHjdrCDD/mQ5SwnlljGMY6xjHVp0MNUAET1jaLRiEY0GtHI5SBbklbC2p5rUeVe+pa0QFDjIAamDXRpsYDdZufoyqM6kH57xGmOXFfsYQ+f8inf8R0AoxjFZVzm8oIOgPBu4bR/uj1NLm4iq6K8RIKqn6nIr+Dg8wc5+NxBl5YzHpdJJh/zMd/yLYUU0p/+XMAFnM3ZTjPBu+RYkI0ZHkNUvygiekQQ3im8yoj772f/XveP/aexBFlo9tdmdJnf5ZT3HRUOSraXULi2kII1BRSuKaRoU1HN58uepoIKfuEXPuETNrGJRBK5lEsZy1iicD3heEjrENpNb0fzvzXHEijB1JskqPqpiiMVHHz2IAfnHHR5EjlAOeX8yq98zdesZS2RRDKKUVzIhTVqMVXHEmQhvHM4Ed0jiOgegSXUwu4Hdrvt+mckADq/1ZnK/EqK/iiiaGMRxVuK3daCtmNnIxv5kR/5iZ8oppghDOFSLqU//V1esAF6A742U9vQ4tYWBIbKiihfIEHVz1XkVXDg2QMcmnOo2gTGpzvMYb7lW77ma9JJpz3tGcYwhjKU9rSv1eBWQ6VQbGUry1hGCikc4Qgd6ci5nMtIRtKc5jW6XkBEAK3ua0WrB1r55Aq4hkyCagNRkVvBgf8c4OALB2s0NxJ0QNjEJn7gB1axijzyiCeeoQzlbM6mBz2qTdjREJVTzha2sIY1pJBCFlm0ohWjGMW5nFvj+cKgUzgm3pFIi1ta1NskMf5OgmoDU55TzqEXDpH+Snq1WbCMOHCwne38wi+sZCX72U800QxhCAMZSE96EkecB2ru+xSKAxxg7bGPP/iDUkppSUuGMpRRjKIDHWrVwo/oGUGr+1rRbGIzyYfr4ySoNlD2UjuHFx3m4JyDFP1efU4BM/vZzy/HPraxDQcOEkmk57GP3vSmOc39sqtAoUgnnW1sYyMbWcc6ssgiggj60pf+9GcAA0ggodafI/aiWFrd14pG5zaS0fx6QoJqA3c8mUf6y+lkf5TtUjZ5MyWUkEoqm459bGMbFVTQjGb0oAed6ET7Yx+NaVzvAm0uuWw/6SONNAopJJBAOtKRAcc+utCFIGrfzxkQFkD8pHgS704konOEG+9A1AW3BtXPP/+ce+65h/fee4/BgwcbHvPoo48SFhbGnj17mD59Oi1atKj2uhJU60ZFXgVZ72aR/mo6JdtKzvh6ZZSxjW1sYhOb2cwudnGEIwDEEEN72tOOdif+jCeeRjSq0ei3u1VSSSaZHDz2kU46BznIXvZymMMAtKIVySTT+dhHEkkuZYZyygKNzm1E8781p+n4prKVST3mtv+5/Px8goKCaNWqlekxP/74I1lZWbz++uusWLGChx9+mHfeecddVRBnyBprpeXdLUm8K5GC3wo4vOgwhxcfrnZDQjMhhND72MdxeeSxhz3sPvaRSipf8iVl6M9hxUoccTQ96aMZzWhCEyKIIJxwwk76CCfctFXowIH92EcFFRRQQD75HD32cfLf88jjEIfIIAPHseVcMcTQkpYkkkgvepF87KMm80erE9ErguZ/a06zic0IbRnqtusK73H74/+IESOYNWuWYUt16tSptG7dmptvvhmbzUZSUhKHDh2qclxFRQWVlf9bFWSz2WjSpIm0VL1AORSFawvJ/ihbB1gXs9DXhB07mWSSTTaHOXziz5P/XoD5hohWrAQTjEKdCKJ27CgnCRFCCSXmpI/GNKYFLWh57CORRCLxzNYiIa1CaHZ1M5pf01y2L/FDdfqMkZOTQ9euOmFFWFgY+fn5hsfNnDmTadOm1WHNhBlLgIXoQdFED4qmw787ULiukMOLD3P4o8OU7il1y+cIJJDEYx9myinHdtJHCSWn/LuUUgKdfFixEk30iSAaSt22CiP7RBI7JpbYC2KJGRojuUz9WI2Cqt1uZ/jw4VXe79mzJ/Pmzav2/Li4OIqK9EizzWajUaNGhsdNnTqVhx566MS/j7dUhXdZLBaiB0QTPSCa9rPaU7SxiCPLjpCfks/Rn47WaOVWTQUf+4ghxmOfw52szazEnh9L4zGNiR0dS3BzmVPaUNQoqAYGBrJy5coafYLKykoOHz5MQkICo0aN4oMPPuDmm29mzZo1nHfeeYbnWK1WrNbaZUsSdcNisRDVJ4qoPlG0fqA1jkoHRRuLyE/Jr5Mg62ssIRZihsToIDomlshekdIabaDc2qf67LPPMnfuXMaMGcMtt9xC7969SUlJYe7cuSxZsgTQrdDg4GD27dvHjBkzZPTfTzkqHRRt0EG24LcCilOLse2weS2ln1sF6GTd0YOiiRoYRfTAaCJ6RNSL3WiF58k8VVFn7DY7JdtLKN5STPHmYv3nlmLKDrh/8MtdghOCCW0fSmSvSCJ761dEt4h6sc218A4JqsLr8r7NY9PYTd6uRhWDdg4irIN8v4makecV4XWNz29MWJIPBa9AiB0bKwFV1IoEVeF1FouFxLsTfee70Q6Jd5pP7xLCGV/5NhYNXPy18VV2AvAKC4S0DCF2TKy3ayLqKR/4LhYCgmKCaDu9rfe/IxUkPZ8kW5KIWvP2t7AQJ7S6rxWRfSLreJ3f/1iCLHrL7SvOYNND0eBJUBU+wxJoocuCLt7JG2qBwKhAOs7rWPefW/gVCarCp0R0jiD5jeS6/aQW3UrttrgbwU1lOak4MxJUhc+Jvzaeji/WUYvRAgRAt8XdaDyycd18TuHXJKgKn5R4eyLJbybr71APLV6yBFmwBFvo+WVP4sY1zH21hPtJUBU+K+HvCfRd3VdPwnd3YLVA1IAoBmwZINOnhFtJUBU+Lbp/NAM2DaD1Q60hQLcuz4QlyIIlxELS80n0WdmH8KRwN9VUCE3W/ot6w7bXRvor6WS8mkHl0Urdeq2s9jQsVguqQhEcH0zinYkk3Jgg+U2Fx0hQFfWOvdROzpIcjvx4hIJfCyhJKzFMKWixWgjvFk7M4Bhix8YSe1EsAUHycCY8S4KqqPfspXZKtpVgL7DjKHcQEBJAUOMgwjuHS45TUedkH1xR7wWGBhLVx307nApxJuTXuBBCuJEEVSGEcCMJqkII4UYSVIUQwo0kqAohhBtJUBVCCDeSoCqEEG4kQVUIIdxIgqoQQriRBFUhhHAjCapCCOFG9WLt//GcLzabzcs1EUI0dKGhoU43p6wXQbW0tBSAJk2aeLkmQoiGrrpsefUi9Z/D4SA/P7/a3xAns9lsNGnShNzc3AaXLrCh3ntDvW+Qe6/Le/eLlmpAQACxsbXbRygsLKzBfZMd11DvvaHeN8i9+8K9y0CVEEK4kQRVIYRwI78NqkFBQTzxxBMEBdWLHg63aqj33lDvG+Tefene68VAlRBC1Bd+21IVQghvkKAqhBBuJEFVCCHcyDd6dt3o888/55577uG9995j8ODBhsc8+uijhIWFsWfPHqZPn06LFi3quJaeUd19paSkcM8999CoUSMAZsyYwdChQ71QU/dYtGgRa9asoaSkhIkTJzJs2LBTyufMmUNeXh7p6ence++9dO3a1Us1db/q7r1t27a0bdsWgCuvvJI77rjDC7V0v9TUVG6//XbGjh3LlClTqpRX93WpE8qPHDlyRH311Vdq+PDh6tdffzU8ZtmyZeqmm25SSimVkpKirrvuurqsose4cl/Lly9Xy5cvr+OaecbRo0dVnz59lMPhUCUlJapbt27KbrefKN+5c6caPXq0UkqpvXv3quHDh3uppu5X3b0rpdQTTzzhncp52MKFC9Wjjz6qnn766Splrnxd6oJfPf43atSICy64wOkxy5Yto3///gAMHDiQH374oS6q5nGu3teCBQt45plnmD179omcCvXR6tWrSU5OxmKxEBYWRkREBLt27TpR/uOPP9KvXz8A2rRpw/bt2ykvL/dWdd2qunsH+Pnnn/n3v//NE088wcGDB71UU/ebMGECgYGBhmWufF3qgl8FVVfk5OQQGRkJ6GVt+fn53q2Qm7hyX127duXxxx/ngQceoGnTpjzyyCN1XEv3Ofl+AaKiosjJyTEtj4yMJDc3t07r6CnV3TvA7NmzefDBB7n22mu5/PLL67qKXuHK16Uu1Ls+VbvdzvDhw6u837NnT+bNm1ft+XFxcRQVFQE6EcPx/sX6wNm9u3JfzZo1O/H3s88+26Wvl686+X4BCgsLiYuLO6V89+7dJ/5dVFTkN1nOqrt34MRTS1JSEgcPHqSoqOiUgOOPXPm61IV611INDAxk5cqVVV7OAkRlZSUZGRkAjBo1inXr1gGwZs0azjvvvDqptzs4u3ez+yopKTnx23rWrFknWrC7d++mXbt2XrkPdxg0aBBpaWkopbDZbBQXF9O+fXsOHDgAwMiRI1m/fj0A+/bto3PnzgQHB3uzym5T3b0vW7aM77//HoCjR48SGBjo1wF1//79gPHXpUOHDnVeH79bUfXss88yd+5cxowZwy233ELv3r1JSUlh7ty5LFmyBICpU6cSHBzMvn37mDFjht+M/hvd1/z589mwYQPPPfccCxcu5JtvvqFTp06kpqby1FNP0b59e29Xu9YWLVrEr7/+SklJCVdffTWJiYlcc801rF69GtCj/9nZ2WRmZnL//ff73ei/2b1v3ryZadOm0bdvX3bs2MHEiRMZM2aMt6vsFkuWLOGll17CarVy2223MXr0aLp168bOnTsJDAys8nUxerLzNL8LqkII4U317vFfCCF8mQRVIYRwIwmqQgjhRhJUhRDCjSSoCiGEG0lQFUIIN5KgKoQQbiRBVQgh3EiCqhBCuJEEVSGEcKP/BxXIT/zhUlSXAAAAAElFTkSuQmCC", "text/plain": [ - "
" + "
" ] }, "metadata": {}, @@ -906,7 +923,7 @@ "figure, axes = plt.subplots(1)\n", "axes.plot(a, b, color=\"k\")\n", "axes.add_patch(plt.Circle((0, 1), 0.15, color=\"r\"))\n", - "axes.add_patch(plt.Circle((1, 0), 0.15, color=\"c\"))\n", + "axes.add_patch(plt.Circle((1, 0), 0.1, color=\"c\"))\n", "axes.add_patch(plt.Circle((0, -1), 0.15, color=\"m\"))\n", "axes.add_patch(Arc((0, 0), 2, 2, theta1=45, theta2=180, color=\"r\", linewidth=10))\n", "axes.add_patch(Arc((0, 0), 2, 2, theta1=-45, theta2=+45, color=\"c\", linewidth=10))\n", @@ -960,7 +977,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 42, "id": "ea43241a-c0e6-4cc3-ab65-95b4929de5d0", "metadata": {}, "outputs": [ @@ -970,14 +987,14 @@ "text": [ "The same two nodes with symmetry set to true\n", "Notice now the red node is given more weight\n", - "because there is implicitly a duplicate of that node (in black) across the axis of symmetry.\n" + "because there is implicitly a duplicate of that node (black one at the bottom) across the axis of symmetry.\n" ] }, { "data": { - "image/png": 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", + "image/png": 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", "text/plain": [ - "
" + "
" ] }, "metadata": {}, @@ -988,7 +1005,7 @@ "print(\"The same two nodes with symmetry set to true\")\n", "print(\"Notice now the red node is given more weight\")\n", "print(\n", - " \"because there is implicitly a duplicate of that node (in black) across the axis of symmetry.\"\n", + " \"because there is implicitly a duplicate of that node (black one at the bottom) across the axis of symmetry.\"\n", ")\n", "theta = np.linspace(0, 2 * np.pi, 100)\n", "radius = 1\n", @@ -997,9 +1014,10 @@ "\n", "figure, axes = plt.subplots(1)\n", "axes.plot(a, b, color=\"k\")\n", - "axes.add_patch(plt.Circle((0, 1), 0.15, color=\"r\"))\n", - "axes.add_patch(plt.Circle((1, 0), 0.15, color=\"c\"))\n", + "axes.add_patch(plt.Circle((0, 1), 0.3, color=\"r\"))\n", + "axes.add_patch(plt.Circle((0, 1), 0.15, color=\"k\"))\n", "axes.add_patch(plt.Circle((0, -1), 0.15, color=\"k\"))\n", + "axes.add_patch(plt.Circle((1, 0), 0.1, color=\"c\"))\n", "axes.add_patch(Arc((0, 0), 2, 2, theta1=45, theta2=180, color=\"r\", linewidth=10))\n", "axes.add_patch(Arc((0, 0), 2, 2, theta1=-45, theta2=+45, color=\"c\", linewidth=10))\n", "axes.add_patch(Arc((0, 0), 2, 2, theta1=-180, theta2=-45, color=\"r\", linewidth=10))\n", @@ -1015,7 +1033,7 @@ "source": [ "## Symmetry\n", "\n", - "For many stellarators we can take advantage of [stellarator symmetry](https://w3.pppl.gov/~shudson/Papers/Published/1998DH.pdf).\n", + "For many stellarators we can take advantage of [stellarator symmetry](https://www.sciencedirect.com/science/article/pii/S0167278997002169?via%3Dihub).\n", "When we set stellarator symmetry on, we delete the extra modes from the basis functions.\n", "This makes equilibrium solves and optimizations faster.\n", "\n", @@ -1038,7 +1056,7 @@ "However, recall that `ConcentricGrid` has a decreasing number of nodes on every $\\rho$ surface, and hence on every $\\theta$ curve, as $\\rho$ decreases toward the axis.\n", "This poses an additional complication because it means the \"number of nodes to delete\" in the denominator of the rightmost fraction above is a different number on each $\\theta$ curve.\n", "\n", - "After the initial grid construction process described earlier, all grid types have a call to a function named `enforce_symmetry()` which\n", + "After the initial grid construction process described earlier, all grid types (except `QuadratureGrid` which doesn't have symmetry attribute) have a call to a function named `enforce_symmetry()` which\n", "1. identifies all nodes with coordinate $\\theta > \\pi$ and deletes them from the grid\n", "2. properly computes this scale factor for each $\\theta$ curve\n", " - The assumption is made that the number of nodes to delete on a given $\\theta$ curve is constant over $\\zeta$.\n", @@ -1185,7 +1203,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 34, "id": "e74adbc8-f1db-417a-bbc0-11db702f3b42", "metadata": {}, "outputs": [ @@ -1489,7 +1507,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3 (ipykernel)", + "display_name": "desc-env", "language": "python", "name": "python3" }, @@ -1503,7 +1521,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.12.4" + "version": "3.12.7" }, "toc-autonumbering": true, "toc-showcode": true, diff --git a/docs/notebooks/tutorials/basic_equilibrium.ipynb b/docs/notebooks/tutorials/basic_equilibrium.ipynb index 606fc21ac0..31e56f9b88 100644 --- a/docs/notebooks/tutorials/basic_equilibrium.ipynb +++ b/docs/notebooks/tutorials/basic_equilibrium.ipynb @@ -1315,7 +1315,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": null, "id": "309b020d-58a6-45e7-94c2-c329149937aa", "metadata": { "tags": [] @@ -1340,13 +1340,13 @@ " / eqf[-1].compute(\"<|grad(|B|^2)|/2mu0>_vol\")[\"<|grad(|B|^2)|/2mu0>_vol\"]\n", ")\n", "print(f\"Force error after eq.solve(): {f1:.4e}\")\n", - "print(f\"Force error after solve_continuation_autmatic: {f2:.4e}\")" + "print(f\"Force error after solve_continuation_automatic: {f2:.4e}\")" ] } ], "metadata": { "kernelspec": { - "display_name": "desc-env-latest", + "display_name": "desc-env", "language": "python", "name": "python3" }, @@ -1360,7 +1360,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.12.0" + "version": "3.12.7" } }, "nbformat": 4, diff --git a/docs/notebooks/tutorials/coil_optimization_REGCOIL.ipynb b/docs/notebooks/tutorials/coil_optimization_REGCOIL.ipynb new file mode 100644 index 0000000000..e3846d1a00 --- /dev/null +++ b/docs/notebooks/tutorials/coil_optimization_REGCOIL.ipynb @@ -0,0 +1,198750 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "ba9e495d-e4df-48f2-b7f3-aa3340b0dc15", + "metadata": {}, + "source": [ + "# REGCOIL-Like Coil Optimization in DESC" + ] + }, + { + "cell_type": "markdown", + "id": "52cb34b9-aa49-478d-aa2c-f88e87ed7130", + "metadata": {}, + "source": [ + "This notebook will show how to use DESC's REGCOIL implementation to find coils using the surface current optimization method, based off of [1]. We will find a coilset for the precise QA equilibrium by first finding a constant offset winding surface, then running the REGCOIL algorithm in two different ways to obtain the surface current which minimizes the quadratic flux on the plasma surface, and finally cutting that surface current into coils and checking the normal field error and field line tracing from that coilset to confirm the equilibrium surfaces are retained with the real coil field." + ] + }, + { + "cell_type": "markdown", + "id": "20adf610-23ba-4500-a669-65ce85927af1", + "metadata": {}, + "source": [ + "## REGCOIL Algorithm" + ] + }, + { + "cell_type": "markdown", + "id": "d4d853dd-4568-4bb7-9173-ec16de7862ec", + "metadata": {}, + "source": [ + "The REGCOIL algorithm solves the following minimization problem\n", + "\n", + "Follows algorithm of [1]_ to find the current potential Phi on the surface, given a surface current $\\mathbf{K}$ from a surface current potential $\\Phi$ on a winding surface:\n", + "$$\\mathbf{K} =\\mathbf{n} \\times \\nabla \\Phi $$\n", + "$$\\Phi(\\theta',\\zeta') = \\Phi_{sv}(\\theta',\\zeta') + \\frac{G\\zeta'}{2\\pi} + \\frac{I\\theta'}{2\\pi}$$\n", + "where the single valued part is given as a double Fourier series in the poloidal and toroidal angles:\n", + "\n", + "$$\\Phi_{SV}(\\theta,\\zeta) = \\sum_{m,n} \\Phi_{SV}^{mn} \\mathcal{G}^{m}_{n}(\\theta,\\zeta)$$\n", + "\n", + "where\n", + "\n", + "$$\n", + " \\mathcal{G}^{m}_{n}(\\theta,\\zeta) = \\begin{cases}\n", + " \\cos(|m|\\theta)\\cos(|n|N_{FP}\\zeta) &\\text{for }m\\ge0, n\\ge0 \\\\[.2cm]\n", + " \\cos(|m|\\theta)\\sin(|n|N_{FP}\\zeta) &\\text{for }m\\ge0, n<0 \\\\[.2cm]\n", + " \\sin(|m|\\theta)\\cos(|n|N_{FP}\\zeta) &\\text{for }m<0, n\\ge0 \\\\[.2cm]\n", + " \\sin(|m|\\theta)\\sin(|n|N_{FP}\\zeta) &\\text{for }m<0, n<0.\n", + " \\end{cases}\n", + "$$\n", + "\n", + "\n", + "The algorithm minimizes the quadratic flux on the plasma surface due to the\n", + "surface current and external fields:\n", + "\n", + "$$\\min_{\\Phi_{SV}^{mn}} ~\\chi^2_B + \\lambda_{regularization} \\chi^2_K$$\n", + "\n", + "where $\\mathbf{B}\\cdot\\mathbf{n} = B_n$ and $\\mathbf{n}$ is the unit surface normal on the plasma surface $S_{plasma}$, while \n", + "\n", + "$$\\chi^2_B = \\int_{S_{plasma}} (B_n)^2 dA$$\n", + "\n", + "is the quadratic flux on the plasma boundary from the total magnetic field:\n", + "\n", + "$$B_n = B_n^{SV}\\{\\Phi_{SV}\\} + B_n^{GI} +B_n^{plasma} + B_n^{ext}$$\n", + "\n", + "where the individual contributions to the normal field are the field from the single-valued surface current potential $B_n^{SV}$, the field from the secular part of the surface current potential $B_n^{GI}$, the field from the plasma currents $B_n^{plasma}$ and then any external fields $B_n^{ext}$ (e.g. a TF coilset or other coilset besides the winding surface). $G$ is fixed by the equilibrium magnetic field strength, and $I$ is determined by the desired coil topology (given by the `current_helicity` tuple in the `run_regcoil` method below), with `current_helicity = (M_coil, N_coil)`. If `M_coil` is nonzero and `N_coil` is zero, it corresponds to modular coils, and non-zero `M_coil` and `N_coil` corresponds to helical coils, according to the formula $I = \\frac{N_{coil}*G}{ M_{coil}}$. `M_coil` is the number of times the coil transits poloidally around the plasma before returning to itself, while `N_coil` is the number of times the coil transits toroidally before returning to itself. The problem is regularized by the addition of a regularization parameter $\\lambda_{regularization}$ multiplying the surface current magnitude integrated over the winding surface $S_{winding}$:\n", + "\n", + "$$\\chi^2_K = \\int_{S_{winding}} |\\mathbf{K}|^2 dA'$$\n", + "\n", + "Smaller $\\lambda_{regularization}$ corresponds to no regularization (consequently, lower $B_n$ error but more complex and large surface currents) and larger $\\lambda_{regularization}$ corresponds to more regularization (consequently, higher $B_n$ error but simpler and smaller surface currents), which we will show shortly in this notebook.\n", + "\n", + "[1] Landreman, An improved current potential method for fast computation of stellarator coil shapes, Nuclear Fusion (2017)" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "90560dc3", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "DESC version 0.12.3+813.g476979f4a,using JAX backend, jax version=0.4.31, jaxlib version=0.4.30, dtype=float64\n", + "Using device: CPU, with 3.29 GB available memory\n" + ] + } + ], + "source": [ + "# imports\n", + "from desc import set_device\n", + "\n", + "# set_device(\"gpu\")\n", + "# uncomment above line if you are running on a GPU for a big speedup!\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "\n", + "from desc.equilibrium import Equilibrium\n", + "from desc.geometry import FourierRZToroidalSurface\n", + "from desc.grid import LinearGrid\n", + "from desc.io import load\n", + "from desc.objectives import (\n", + " FixParameters,\n", + " ObjectiveFunction,\n", + " QuadraticFlux,\n", + " SurfaceCurrentRegularization,\n", + ")\n", + "from desc.optimize import Optimizer\n", + "from scipy.constants import mu_0\n", + "from desc.magnetic_fields import (\n", + " FourierCurrentPotentialField,\n", + " solve_regularized_surface_current,\n", + ")\n", + "\n", + "from desc.examples import get\n", + "from desc.plotting import (\n", + " plot_comparison,\n", + " plot_surfaces,\n", + " plot_3d,\n", + " plot_coils,\n", + " plot_2d,\n", + " poincare_plot,\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "c697d6ac", + "metadata": {}, + "outputs": [], + "source": [ + "# define utility function\n", + "def plot_field_lines(field, eq):\n", + " # for starting locations we'll pick positions on flux surfaces on the outboard midplane\n", + " grid_trace = LinearGrid(rho=np.linspace(0, 1, 9))\n", + " r0 = eq.compute(\"R\", grid=grid_trace)[\"R\"]\n", + " z0 = eq.compute(\"Z\", grid=grid_trace)[\"Z\"]\n", + " fig, ax = plot_surfaces(eq)\n", + " fig, ax = poincare_plot(\n", + " field,\n", + " r0,\n", + " z0,\n", + " NFP=eq.NFP,\n", + " ax=ax,\n", + " color=\"k\",\n", + " size=1,\n", + " )\n", + " return fig, ax\n", + "\n", + "\n", + "# plotting utility functions\n", + "def plot_regcoil_outputs(\n", + " field,\n", + " data,\n", + " eq,\n", + " eval_grid=None,\n", + " source_grid=None,\n", + " return_data=False,\n", + " vacuum=False,\n", + " **kwargs,\n", + "):\n", + " try:\n", + " # if it is a list, just grab the first one\n", + " # as we change the attribute anyways so just need the correct\n", + " # geometry\n", + " field = field[0]\n", + " except TypeError:\n", + " # it was not a list, so proceed as usual\n", + " pass\n", + " cmap = kwargs.pop(\"cmap\", \"viridis\")\n", + " field = (\n", + " field.copy()\n", + " ) # copy the field so that we are not changing the passed-in field\n", + " # TODO: check that field has correct NFP and resolutions?\n", + " scan = len(data[\"Phi_mn\"]) > 1\n", + " scan_str = \"_scan\" if scan else \"\"\n", + "\n", + " lambdas = data[\"lambda_regularization\"]\n", + " chi2Bs = data[\"chi^2_B\"]\n", + " chi2Ks = data[\"chi^2_K\"]\n", + " phi_mns = data[\"Phi_mn\"]\n", + " if eval_grid is None:\n", + " eval_grid = data[\"eval_grid\"]\n", + " eval_grid = (\n", + " eval_grid\n", + " if (not eval_grid.sym and eval_grid.N != 0)\n", + " else LinearGrid(\n", + " M=eval_grid.M,\n", + " N=max(eval_grid.N, 1),\n", + " sym=False,\n", + " NFP=eval_grid.NFP,\n", + " endpoint=True,\n", + " )\n", + " )\n", + " if source_grid is None:\n", + " source_grid = data[\"source_grid\"]\n", + "\n", + " # check if we can use existing quantities in data\n", + " # or re-evaluate based off of the new grids passed-in\n", + " recalc_eval_grid_quantites = not eval_grid.equiv(\n", + " data[\"eval_grid\"]\n", + " ) or not source_grid.equiv(data[\"source_grid\"])\n", + "\n", + " if \"external_field\" in data.keys() and recalc_eval_grid_quantites:\n", + " external_field = data[\"external_field\"]\n", + " else:\n", + " external_field = None\n", + "\n", + " ncontours = kwargs.pop(\"ncontours\", 15)\n", + " markersize = kwargs.pop(\"markersize\", None)\n", + " xlabel_fontsize = kwargs.pop(\"xlabel_fontsize\", None)\n", + " ylabel_fontsize = kwargs.pop(\"ylabel_fontsize\", None)\n", + " title_fontsize = kwargs.pop(\"title_fontsize\", None)\n", + "\n", + " figdata = {}\n", + " axdata = {}\n", + " # show composite scan over lambda_regularization plots\n", + " # strongly based off of Landreman's REGCOIL plotting routine:\n", + " # github.com/landreman/regcoil/blob/master/\n", + " figsize = kwargs.pop(\"figsize\", (6, 4))\n", + " figsize2 = (2 * figsize[0], 2 * figsize[1])\n", + " if scan: # this plot only makes sense for a scan\n", + " fig_chiB_lam, ax_chiB_lam = plt.subplots(figsize=figsize)\n", + " ax_chiB_lam.tick_params(axis=\"both\", which=\"major\", labelsize=ylabel_fontsize)\n", + " ax_chiB_lam.tick_params(axis=\"both\", which=\"minor\", labelsize=ylabel_fontsize)\n", + " ax_chiB_lam.scatter(lambdas, chi2Bs, s=markersize)\n", + " ax_chiB_lam.set_xlabel(\n", + " r\"$\\lambda$ (regularization parameter)\", fontsize=xlabel_fontsize\n", + " )\n", + " ax_chiB_lam.set_ylabel(\n", + " r\"$\\chi^2_B = \\int \\int B_{normal}^2 dA$ \", fontsize=ylabel_fontsize\n", + " )\n", + " ax_chiB_lam.set_yscale(\"log\")\n", + " ax_chiB_lam.set_xscale(\"log\")\n", + " figdata[\"fig_chi^2_B_vs_lambda_regularization\"] = fig_chiB_lam\n", + " axdata[\"ax_chi^2_B_vs_lambda_regularization\"] = ax_chiB_lam\n", + " fig_chiK_lam, ax_chiK_lam = plt.subplots(figsize=figsize)\n", + " ax_chiK_lam.tick_params(axis=\"both\", which=\"major\", labelsize=ylabel_fontsize)\n", + " ax_chiK_lam.tick_params(axis=\"both\", which=\"minor\", labelsize=ylabel_fontsize)\n", + " ax_chiK_lam.scatter(lambdas, chi2Ks, s=markersize)\n", + " ax_chiK_lam.set_ylabel(\n", + " r\"$\\chi^2_K = \\int \\int K^2 dA'$ \", fontsize=ylabel_fontsize\n", + " )\n", + " ax_chiK_lam.set_xlabel(\n", + " r\"$\\lambda$ (regularization parameter)\", fontsize=xlabel_fontsize\n", + " )\n", + " ax_chiK_lam.set_yscale(\"log\")\n", + " ax_chiK_lam.set_xscale(\"log\")\n", + " figdata[\"fig_chi^2_K_vs_lambda_regularization\"] = fig_chiK_lam\n", + " axdata[\"ax_chi^2_K_vs_lambda_regularization\"] = ax_chiK_lam\n", + "\n", + " fig_chiB_chiK, ax_chiB_chiK = plt.subplots(figsize=figsize)\n", + " ax_chiB_chiK.tick_params(axis=\"both\", which=\"major\", labelsize=ylabel_fontsize)\n", + " ax_chiB_chiK.tick_params(axis=\"both\", which=\"minor\", labelsize=ylabel_fontsize)\n", + " ax_chiB_chiK.scatter(chi2Ks, chi2Bs, s=markersize)\n", + " ax_chiB_chiK.set_xlabel(\n", + " r\"$\\chi^2_K = \\int \\int K^2 dA'$ \", fontsize=xlabel_fontsize\n", + " )\n", + " ax_chiB_chiK.set_ylabel(\n", + " r\"$\\chi^2_B = \\int \\int B_{normal}^2 dA$ \", fontsize=ylabel_fontsize\n", + " )\n", + " ax_chiB_chiK.set_yscale(\"log\")\n", + " ax_chiB_chiK.set_xscale(\"log\")\n", + " figdata[\"fig_chi^2_B_vs_chi^2_K\"] = fig_chiB_chiK\n", + " axdata[\"ax_chi^2_B_vs_chi^2_K\"] = ax_chiB_chiK\n", + "\n", + " nlam = len(chi2Bs)\n", + " max_nlam_for_contour_plots = 16\n", + " numPlots = min(nlam, max_nlam_for_contour_plots)\n", + " ilam_to_plot = np.sort(list(set(map(int, np.linspace(1, nlam, numPlots)))))\n", + " numPlots = len(ilam_to_plot)\n", + "\n", + " numCols = int(np.ceil(np.sqrt(numPlots)))\n", + " numRows = int(np.ceil(numPlots * 1.0 / numCols))\n", + "\n", + " ########################################################\n", + " # Plot total current potentials\n", + " ########################################################\n", + " fig_Phi, ax_Phi = plt.subplots(nrows=numRows, ncols=numCols, figsize=figsize2)\n", + " whichPlot = 0\n", + " for row in range(numRows):\n", + " for col in range(numCols):\n", + " ax = ax_Phi if not scan else ax_Phi[row, col]\n", + " phi_mn_opt = phi_mns[ilam_to_plot[whichPlot] - 1]\n", + " field.Phi_mn = phi_mn_opt\n", + " field.I = data[\"I\"]\n", + " field.G = data[\"G\"]\n", + " _, ax = plot_2d(\n", + " field,\n", + " \"Phi\",\n", + " grid=source_grid,\n", + " ax=ax,\n", + " cmap=cmap,\n", + " filled=False,\n", + " levels=ncontours,\n", + " title_fontsize=title_fontsize,\n", + " xlabel_fontsize=xlabel_fontsize,\n", + " ylabel_fontsize=ylabel_fontsize,\n", + " )\n", + "\n", + " ax.set_title(\n", + " r\"$\\lambda =$\"\n", + " + f\" {lambdas[ilam_to_plot[whichPlot] - 1]:1.5e}\"\n", + " + f\" index = {ilam_to_plot[whichPlot]-1}\",\n", + " # fontsize=\"small\",\n", + " )\n", + " whichPlot += 1\n", + " fig_Phi.tight_layout()\n", + " fig_Phi.subplots_adjust(top=0.92)\n", + "\n", + " fig_Phi.suptitle(\n", + " r\"Total Current Potential $\\Phi$ (A)\",\n", + " fontsize=title_fontsize,\n", + " )\n", + " figdata[\"fig\" + scan_str + \"_Phi\"] = fig_Phi\n", + " axdata[\"ax\" + scan_str + \"_Phi\"] = ax_Phi\n", + "\n", + " ########################################################\n", + " # Plot Bn\n", + " ########################################################\n", + " fig_Bn, ax_Bn = plt.subplots(nrows=numRows, ncols=numCols, figsize=figsize2)\n", + " whichPlot = 0\n", + " for row in range(numRows):\n", + " for col in range(numCols):\n", + " ax = ax_Bn if not scan else ax_Bn[row, col]\n", + " phi_mn_opt = phi_mns[ilam_to_plot[whichPlot] - 1]\n", + " field.Phi_mn = phi_mn_opt\n", + " field.I = data[\"I\"]\n", + " field.G = data[\"G\"]\n", + " _, ax = plot_2d(\n", + " eq if not vacuum else eq.surface,\n", + " \"B*n\",\n", + " field=(field if external_field is None else field + external_field),\n", + " grid=eval_grid,\n", + " field_grid=source_grid,\n", + " ax=ax,\n", + " cmap=cmap,\n", + " levels=ncontours,\n", + " title_fontsize=title_fontsize,\n", + " xlabel_fontsize=xlabel_fontsize,\n", + " ylabel_fontsize=ylabel_fontsize,\n", + " )\n", + "\n", + " ax.set_title(\n", + " r\"$\\lambda =$\"\n", + " + f\" {lambdas[ilam_to_plot[whichPlot] - 1]:1.5e}\"\n", + " + f\" index = {ilam_to_plot[whichPlot] - 1}\",\n", + " # fontsize=\"small\",\n", + " )\n", + " whichPlot += 1\n", + " fig_Bn.tight_layout()\n", + " fig_Bn.subplots_adjust(top=0.92)\n", + " fig_Bn.suptitle(\n", + " r\"$B_n$ (T)\",\n", + " fontsize=title_fontsize,\n", + " )\n", + " figdata[\"fig\" + scan_str + \"_Bn\"] = fig_Bn\n", + " axdata[\"ax\" + scan_str + \"_Bn\"] = ax_Bn\n", + " ########################################################\n", + " # Plot Surface Current |K|\n", + " ########################################################\n", + " fig_K, ax_K = plt.subplots(nrows=numRows, ncols=numCols, figsize=figsize2)\n", + " whichPlot = 0\n", + " for row in range(numRows):\n", + " for col in range(numCols):\n", + " ax = ax_K if not scan else ax_K[row, col]\n", + " phi_mn_opt = phi_mns[ilam_to_plot[whichPlot] - 1]\n", + " field.Phi_mn = phi_mn_opt\n", + " field.I = data[\"I\"]\n", + " field.G = data[\"G\"]\n", + " _, ax = plot_2d(\n", + " field,\n", + " \"K\",\n", + " grid=source_grid,\n", + " ax=ax,\n", + " cmap=cmap,\n", + " levels=ncontours,\n", + " title_fontsize=title_fontsize,\n", + " xlabel_fontsize=xlabel_fontsize,\n", + " ylabel_fontsize=ylabel_fontsize,\n", + " )\n", + "\n", + " ax.set_title(\n", + " r\"$\\lambda =$\"\n", + " + f\" {lambdas[ilam_to_plot[whichPlot] - 1]:1.5e}\"\n", + " + f\" index = {ilam_to_plot[whichPlot] - 1}\",\n", + " # fontsize=\"small\",\n", + " )\n", + " whichPlot += 1\n", + " fig_K.tight_layout()\n", + " fig_K.subplots_adjust(top=0.92)\n", + " fig_K.suptitle(\n", + " r\"$|K|$ (A/m)\",\n", + " fontsize=title_fontsize,\n", + " )\n", + " figdata[\"fig\" + scan_str + \"_K\"] = fig_K\n", + " axdata[\"ax\" + scan_str + \"_K\"] = ax_K\n", + " if return_data:\n", + " return (\n", + " figdata,\n", + " axdata,\n", + " data,\n", + " )\n", + " else:\n", + " return figdata, axdata" + ] + }, + { + "cell_type": "markdown", + "id": "919cac02-c316-4443-87b4-8466a451c58a", + "metadata": {}, + "source": [ + "## Create Constant Offset Surface" + ] + }, + { + "cell_type": "markdown", + "id": "278f584f-82d9-4291-9a26-da4035601738", + "metadata": {}, + "source": [ + "We will use the algorithm outlined in the appendix of [1] to create a surface offset from the precise QA equilibrium surface by a constant distance of 0.25 meters. In DESC this is implemented as the `constant_offset_surface` method of `FourierRZToroidalSurface`, which will create a constant offset surface from the surface object it is called with by fitting a surface to points offset along the unit surface normal evaluated at a given grid on the base surface. We can thus use `eq.surface.constant_offset_surface(offset)` to obtain the desired surface." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "ed5c2871", + "metadata": {}, + "outputs": [], + "source": [ + "eq = get(\"precise_QA\")\n", + "\n", + "# create the constant offset surface\n", + "surf = eq.surface.constant_offset_surface(\n", + " offset=0.25, # desired offset\n", + " M=16, # Poloidal resolution of desired offset surface\n", + " N=16, # Toroidal resolution of desired offset surface\n", + " grid=LinearGrid(M=32, N=32, NFP=eq.NFP),\n", + ") # grid of points on base surface to evaluate unit normal and find points on offset surface,\n", + "# generally should be twice the desired resolution" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "40727923", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plot_comparison([surf, eq], labels=[\"surf\", \"eq\"], theta=0, rho=np.array(1.0));" + ] + }, + { + "cell_type": "markdown", + "id": "eaf5695b-200a-4e48-a0bd-160c7b83ac07", + "metadata": {}, + "source": [ + "## REGCOIL Algorithm through `SurfaceCurrentField.run_regcoil` Method" + ] + }, + { + "cell_type": "markdown", + "id": "c715054d-40e0-4ca1-bcb2-cfc112630fae", + "metadata": {}, + "source": [ + "To run the REGCOIL algorithm outlined earlier in this notebook, we can use the `FourierCurrentPotentialField` object in DESC, which describes a magnetic field created from a surface current of the form used in REGCOIL:\n", + "$$\\mathbf{K} =\\mathbf{n} \\times \\nabla \\Phi $$\n", + "$$\\Phi(\\theta',\\zeta') = \\Phi_{sv}(\\theta',\\zeta') + \\frac{G\\zeta'}{2\\pi} + \\frac{I\\theta'}{2\\pi}$$\n", + "\n", + "where `FourierCurrentPotentialField.Phi_mn` corresponds to the Fourier coefficients of $\\Phi_{sv}$, and `FourierCurrentPotentialField.I` and `FourierCurrentPotentialField.G` correspond to the net toroidal current on the surface $I$ and the net poloidal current on the surface $G$. $G$ is determined by the desired equilibrium field strength, and is manually assigned in this cell for clarity (in practice the `run_regcoil` method will automatically assign `G` according to the equilibrium field strength). We will show both modular $I=0$ and helical $I\\neq0$ coils in this notebook." + ] + }, + { + "cell_type": "markdown", + "id": "262e03c4-67b9-40f4-b0a1-8ea8505fd9b6", + "metadata": {}, + "source": [ + "### Modular" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "4cf19f53", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "##########################################################\n", + "Calculating Phi_SV for lambda_regularization = 0.00000e+00\n", + "##########################################################\n", + "chi^2 B = 1.12363e-10\n", + "min Bnormal = 6.26185e-18 (T)\n", + "Max Bnormal = 1.07849e-07 (T)\n", + "Avg Bnormal = 1.13708e-08 (T)\n", + "min Bnormal = 5.98023e-18 (unitless)\n", + "Max Bnormal = 1.02999e-07 (unitless)\n", + "Avg Bnormal = 1.08594e-08 (unitless)\n", + "##########################################################\n", + "Calculating Phi_SV for lambda_regularization = 1.00000e-30\n", + "##########################################################\n", + "chi^2 B = 1.12363e-10\n", + "min Bnormal = 6.61406e-18 (T)\n", + "Max Bnormal = 1.07849e-07 (T)\n", + "Avg Bnormal = 1.13708e-08 (T)\n", + "min Bnormal = 6.31661e-18 (unitless)\n", + "Max Bnormal = 1.02999e-07 (unitless)\n", + "Avg Bnormal = 1.08594e-08 (unitless)\n", + "##########################################################\n", + "Calculating Phi_SV for lambda_regularization = 4.28133e-29\n", + "##########################################################\n", + "chi^2 B = 1.12363e-10\n", + "min Bnormal = 6.57232e-18 (T)\n", + "Max Bnormal = 1.07849e-07 (T)\n", + "Avg Bnormal = 1.13708e-08 (T)\n", + "min Bnormal = 6.27674e-18 (unitless)\n", + "Max Bnormal = 1.02999e-07 (unitless)\n", + "Avg Bnormal = 1.08594e-08 (unitless)\n", + "##########################################################\n", + "Calculating Phi_SV for lambda_regularization = 1.83298e-27\n", + "##########################################################\n", + "chi^2 B = 1.12363e-10\n", + "min Bnormal = 6.86666e-18 (T)\n", + "Max Bnormal = 1.07849e-07 (T)\n", + "Avg Bnormal = 1.13707e-08 (T)\n", + "min Bnormal = 6.55784e-18 (unitless)\n", + "Max Bnormal = 1.02999e-07 (unitless)\n", + "Avg Bnormal = 1.08594e-08 (unitless)\n", + "##########################################################\n", + "Calculating Phi_SV for lambda_regularization = 7.84760e-26\n", + "##########################################################\n", + "chi^2 B = 1.12363e-10\n", + "min Bnormal = 6.83345e-18 (T)\n", + "Max Bnormal = 1.07839e-07 (T)\n", + "Avg Bnormal = 1.13702e-08 (T)\n", + "min Bnormal = 6.52613e-18 (unitless)\n", + "Max Bnormal = 1.02989e-07 (unitless)\n", + "Avg Bnormal = 1.08588e-08 (unitless)\n", + "##########################################################\n", + "Calculating Phi_SV for lambda_regularization = 3.35982e-24\n", + "##########################################################\n", + "chi^2 B = 1.12382e-10\n", + "min Bnormal = 6.27188e-18 (T)\n", + "Max Bnormal = 1.07623e-07 (T)\n", + "Avg Bnormal = 1.13624e-08 (T)\n", + "min Bnormal = 5.98981e-18 (unitless)\n", + "Max Bnormal = 1.02783e-07 (unitless)\n", + "Avg Bnormal = 1.08514e-08 (unitless)\n", + "##########################################################\n", + "Calculating Phi_SV for lambda_regularization = 1.43845e-22\n", + "##########################################################\n", + "chi^2 B = 1.15694e-10\n", + "min Bnormal = 6.29775e-18 (T)\n", + "Max Bnormal = 1.01155e-07 (T)\n", + "Avg Bnormal = 1.16730e-08 (T)\n", + "min Bnormal = 6.01452e-18 (unitless)\n", + "Max Bnormal = 9.66062e-08 (unitless)\n", + "Avg Bnormal = 1.11481e-08 (unitless)\n", + "##########################################################\n", + "Calculating Phi_SV for lambda_regularization = 6.15848e-21\n", + "##########################################################\n", + "chi^2 B = 2.54415e-10\n", + "min Bnormal = 6.51774e-18 (T)\n", + "Max Bnormal = 1.32898e-07 (T)\n", + "Avg Bnormal = 1.90757e-08 (T)\n", + "min Bnormal = 6.22462e-18 (unitless)\n", + "Max Bnormal = 1.26922e-07 (unitless)\n", + "Avg Bnormal = 1.82178e-08 (unitless)\n", + "##########################################################\n", + "Calculating Phi_SV for lambda_regularization = 2.63665e-19\n", + "##########################################################\n", + "chi^2 B = 3.04763e-09\n", + "min Bnormal = 7.17755e-18 (T)\n", + "Max Bnormal = 3.29776e-07 (T)\n", + "Avg Bnormal = 6.27087e-08 (T)\n", + "min Bnormal = 6.85475e-18 (unitless)\n", + "Max Bnormal = 3.14945e-07 (unitless)\n", + "Avg Bnormal = 5.98885e-08 (unitless)\n", + "##########################################################\n", + "Calculating Phi_SV for lambda_regularization = 1.12884e-17\n", + "##########################################################\n", + "chi^2 B = 2.09733e-07\n", + "min Bnormal = 6.67922e-18 (T)\n", + "Max Bnormal = 2.35163e-06 (T)\n", + "Avg Bnormal = 5.98678e-07 (T)\n", + "min Bnormal = 6.37884e-18 (unitless)\n", + "Max Bnormal = 2.24587e-06 (unitless)\n", + "Avg Bnormal = 5.71754e-07 (unitless)\n", + "##########################################################\n", + "Calculating Phi_SV for lambda_regularization = 4.83293e-16\n", + "##########################################################\n", + "chi^2 B = 6.31201e-05\n", + "min Bnormal = 6.62977e-18 (T)\n", + "Max Bnormal = 3.88044e-05 (T)\n", + "Avg Bnormal = 1.24351e-05 (T)\n", + "min Bnormal = 6.33160e-18 (unitless)\n", + "Max Bnormal = 3.70592e-05 (unitless)\n", + "Avg Bnormal = 1.18758e-05 (unitless)\n", + "##########################################################\n", + "Calculating Phi_SV for lambda_regularization = 2.06914e-14\n", + "##########################################################\n", + "chi^2 B = 9.27305e-03\n", + "min Bnormal = 6.38631e-18 (T)\n", + "Max Bnormal = 4.35431e-04 (T)\n", + "Avg Bnormal = 1.38489e-04 (T)\n", + "min Bnormal = 6.09910e-18 (unitless)\n", + "Max Bnormal = 4.15848e-04 (unitless)\n", + "Avg Bnormal = 1.32261e-04 (unitless)\n", + "##########################################################\n", + "Calculating Phi_SV for lambda_regularization = 8.85867e-13\n", + "##########################################################\n", + "chi^2 B = 6.67750e-02\n", + "min Bnormal = 6.77389e-18 (T)\n", + "Max Bnormal = 1.18127e-03 (T)\n", + "Avg Bnormal = 3.59442e-04 (T)\n", + "min Bnormal = 6.46925e-18 (unitless)\n", + "Max Bnormal = 1.12815e-03 (unitless)\n", + "Avg Bnormal = 3.43276e-04 (unitless)\n", + "##########################################################\n", + "Calculating Phi_SV for lambda_regularization = 3.79269e-11\n", + "##########################################################\n", + "chi^2 B = 8.30407e-02\n", + "min Bnormal = 7.09202e-18 (T)\n", + "Max Bnormal = 1.33511e-03 (T)\n", + "Avg Bnormal = 4.00578e-04 (T)\n", + "min Bnormal = 6.77307e-18 (unitless)\n", + "Max Bnormal = 1.27506e-03 (unitless)\n", + "Avg Bnormal = 3.82563e-04 (unitless)\n", + "##########################################################\n", + "Calculating Phi_SV for lambda_regularization = 1.62378e-09\n", + "##########################################################\n", + "chi^2 B = 8.35488e-02\n", + "min Bnormal = 6.92691e-18 (T)\n", + "Max Bnormal = 1.33961e-03 (T)\n", + "Avg Bnormal = 4.01814e-04 (T)\n", + "min Bnormal = 6.61538e-18 (unitless)\n", + "Max Bnormal = 1.27936e-03 (unitless)\n", + "Avg Bnormal = 3.83743e-04 (unitless)\n", + "##########################################################\n", + "Calculating Phi_SV for lambda_regularization = 6.95193e-08\n", + "##########################################################\n", + "chi^2 B = 8.35607e-02\n", + "min Bnormal = 6.40993e-18 (T)\n", + "Max Bnormal = 1.33971e-03 (T)\n", + "Avg Bnormal = 4.01843e-04 (T)\n", + "min Bnormal = 6.12166e-18 (unitless)\n", + "Max Bnormal = 1.27946e-03 (unitless)\n", + "Avg Bnormal = 3.83771e-04 (unitless)\n", + "##########################################################\n", + "Calculating Phi_SV for lambda_regularization = 2.97635e-06\n", + "##########################################################\n", + "chi^2 B = 8.35610e-02\n", + "min Bnormal = 6.11168e-18 (T)\n", + "Max Bnormal = 1.33972e-03 (T)\n", + "Avg Bnormal = 4.01844e-04 (T)\n", + "min Bnormal = 5.83682e-18 (unitless)\n", + "Max Bnormal = 1.27946e-03 (unitless)\n", + "Avg Bnormal = 3.83772e-04 (unitless)\n", + "##########################################################\n", + "Calculating Phi_SV for lambda_regularization = 1.27427e-04\n", + "##########################################################\n", + "chi^2 B = 8.35610e-02\n", + "min Bnormal = 6.95332e-18 (T)\n", + "Max Bnormal = 1.33972e-03 (T)\n", + "Avg Bnormal = 4.01844e-04 (T)\n", + "min Bnormal = 6.64061e-18 (unitless)\n", + "Max Bnormal = 1.27946e-03 (unitless)\n", + "Avg Bnormal = 3.83772e-04 (unitless)\n", + "##########################################################\n", + "Calculating Phi_SV for lambda_regularization = 5.45559e-03\n", + "##########################################################\n", + "chi^2 B = 8.35610e-02\n", + "min Bnormal = 6.92483e-18 (T)\n", + "Max Bnormal = 1.33972e-03 (T)\n", + "Avg Bnormal = 4.01844e-04 (T)\n", + "min Bnormal = 6.61340e-18 (unitless)\n", + "Max Bnormal = 1.27946e-03 (unitless)\n", + "Avg Bnormal = 3.83772e-04 (unitless)\n", + "##########################################################\n", + "Calculating Phi_SV for lambda_regularization = 2.33572e-01\n", + "##########################################################\n", + "chi^2 B = 8.35610e-02\n", + "min Bnormal = 6.84531e-18 (T)\n", + "Max Bnormal = 1.33972e-03 (T)\n", + "Avg Bnormal = 4.01844e-04 (T)\n", + "min Bnormal = 6.53745e-18 (unitless)\n", + "Max Bnormal = 1.27946e-03 (unitless)\n", + "Avg Bnormal = 3.83772e-04 (unitless)\n", + "##########################################################\n", + "Calculating Phi_SV for lambda_regularization = 1.00000e+01\n", + "##########################################################\n", + "chi^2 B = 8.35610e-02\n", + "min Bnormal = 6.48074e-18 (T)\n", + "Max Bnormal = 1.33972e-03 (T)\n", + "Avg Bnormal = 4.01844e-04 (T)\n", + "min Bnormal = 6.18928e-18 (unitless)\n", + "Max Bnormal = 1.27946e-03 (unitless)\n", + "Avg Bnormal = 3.83772e-04 (unitless)\n" + ] + }, + { + "data": { + "image/png": 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0KGJjY7F69WpZbrCwsBCbN29GS0sL9u3bJ8uYjsCSIiJS3h0PZbZs2YLt27cjIiICO3bsQFFREVpaWuy+wYCAAIwfPx55eXl2j0FERL2DrLP7dDpdh240MzMT99xzD0aPHt3lO+AoPJIiIlKeQ2b3TZkyBffffz8eeOABzu4jIiK7yTa7r7S0FCdOnODsPiIiko3DzicFcHYfERF1jUNLyhrO7iMioo7q9kMZzu4jIqKOUuT1tunTpyM3N1eJmyYiIidi9+nju2LWrFlK3CwRETkZcWcuEBFRrydbSd04MWJtba1cQxIRUS8nW0nt2bMHAPDxxx/LNSQREfVysr/c180z2omIqAfje1JERCQslhQREQlLkSnoRL1J8olKrM8ow7naJnh79MPGUD8sCxyhdCwipyBbSfG9KKL2kk9UIirlFEwtbQCAitomRKWcAgAWFVEHyPZy3+zZsy3+JiJgfUaZuaBuMLW0QZ9RrlAiIuciW0lNmDDB4m8iAs7VNlldX1Hb2M1JiJyT7BMnzp07h7KyMrmHJXJK3h79rK4f6eHWzUmInJPd70k1NDSgf//+aG1tRZ8+fcznhoqPj4ebmxu8vb1x7NgxLF26FHPmzJEtMJEz2RjqZ/GeFABoXF0QFzpOwVREzsOuI6nNmzfjzTffxNq1a3H16lVER0ebL3vyySfxzjvvYOTIkdizZw+qq6tlC0vkbJYFjsDOiInw8XCDCoCPhxt2RkzkpAmiDrLrSGrq1KmYNm0aXF1dkZKSguvXr5sv27JlC0pLSzF48GAAwMiRI+VJ2gWJiYnIzs6Gi4sLiouLkZ+fr3Qk6kWWBY5gKRHZya6S6t+/PxITExEVFYXFixejtbXVfFl8fDyam5uRk5ODl19+GRUVFZgxY4bdAS9evAi9Xt+uXDIzM5GamgqdTgeVSoUNGzbYHGP27NlYvnw5GhoasHPnTruzEBFR93L46eN//PHHLs34S0lJgVqtxptvvmk+nbvJZIK/vz9KS0uhVquxcOFCrFq1Cl5eXtDr9RbXNxgM0Ol0AICEhASEh4dj2LBhd7xdnj6eiEh5snyYNyUlBbNnz8bAgQMt1n/77bd46KGHujR2REQEsrKyLNbl5eXBx8cHarUawP/O9Jueno74+HikpaVZHUeSJFy6dMlmQRkMBhgMBvNyTU1Nl3ITEVHXyTIFPSIiAjk5OTh9+rR53c8//4zPPvtMjuHbqa6uhlarNS+7u7vfcYJGeno6QkNDbV4eGRmJgoIC8x9PT0/Z8hIRkX1k+1qk0NBQbNu2DUajESdPnsSQIUOwZs0auYa3oNPpUF9fb16uq6szv6Rny+OPP+6QLERE5DiyHElt27YNgYGBuHDhAmbMmIGoqCjs27cPDzzwgBzDtxMcHAyj0Yjm5mYAQG5uLsLCwhxyW0REpBxZjqSam5tRWFgIlUoF4H8TGz799FMsWLAAAwYM6NLY2dnZSEpKQlVVFeLi4rBmzRpoNBokJCQgJiYGnp6e8Pf3x8yZM+W4K0REJBBZZvfZmsF38OBBhISEdHV4RXB2HxGR8hw+Bd1ZsaSIiJTHM/MSEZGwWFJERCQslhQREQmLJUVERMJiSRERkbBYUkREJCyWFBERCYslRUREwmJJERGRsFhSREQkLJYUEREJiyVFRETCYkkREZGwWFJERCQslhQREQmLJUVERMJiSRERkbBYUkREJCyWFBERCYslRUREwmJJERGRsFhSREQkLJYUEREJiyVFRETCYkkREZGwWFJERCSsvkoHIBJZ8olKrM8ow7naJnh79MPGUD8sCxyhdCyiXoMlRWRD8olKRKWcgqmlDQBQUduEqJRTAMCiIuomfLmPyIb1GWXmgrrB1NIGfUa5QomIeh+WFJEN52qbrK6vqG3s5iREvRdLisgGb49+VteP9HDr5iREvRdLisiGjaF+0Li6WKzTuLogLnScQomIeh+WFJENywJHYGfERPh4uEEFwMfDDTsjJnLSBFE3UkmSJCkdQkRBQUEoKChQOgYRUa/GIykiIhIWS4qIiITVKz7MW1paij179mDcuHEYMGAAlixZonQkIiLqAOFL6uLFi9Dr9SguLkZ+fr55fWZmJlJTU6HT6aBSqbBhwwabY3z11Vd49NFHERoaiocffpglRUTkJIQvqZycHISHh6OoqMi8zmQyITo6GqWlpVCr1Vi4cCGOHDkCLy8v6PV6i+sbDAasWLECiYmJqKmpwbVr17r5HhARkb2EL6mIiAhkZWVZrMvLy4OPjw/UajUAYPr06UhPT0d8fDzS0tLajXH16lU8//zzcHd3x759+7ohNRERyUH4krKmuroaWq3WvOzu7o7q6mqb2//yyy/Yvn07/Pz88Morr1jdxmAwwGAwmJdramrkC0xERHZxypLS6XSor683L9fV1UGn09nc/ve//z0++uij244ZGRmJyMhI83JQUFDXgxIRUZc45RT04OBgGI1GNDc3AwByc3MRFhamcCoiIpKb8CWVnZ2NpKQkVFVVIS4uDo2NjdBoNEhISEBMTAz0ej38/f0xc+ZMpaMSEZHM+LVINvBrkYiIlCf8kRQREfVeLCkiIhIWS4qIiITFkiIiImGxpIiISFgsKSIiEpZTfuMEUUcln6jE+owynKttgrdHP2wM9ePp34mcCEuKeqzkE5WISjkFU0sbAKCitglRKacAgEVF5CT4ch/1WOszyswFdYOppQ36jHKFEhFRZ7GkqMc6V9tkdX1FbWM3JyEie7GkqMfy9uhndf1ID7duTkJE9mJJUY+1MdQPGlcXi3UaVxfEhY5TKBERdRZLinqsZYEjsDNiInw83KAC4OPhhp0REzlpgsiJ8FvQbeC3oBMRKY9T0GXW1c/lyPG5HhHGECEDETk/lpSMuvq5HDk+1yPCGCJkIKKege9Jyairn8uR43M9IowhQgYi6hlYUjLq6udy5PhcjwhjiJCBiHoGlpSMuvq5HDk+1yPCGCJkIKKegSUlo65+LkeOz/WIMIYIGYioZ2BJyairn8uR43M9IowhQgYi6hn4OSkb+DkpIiLl8UiKiIiExZIiIiJhsaSIiEhYLCkiIhIWS4qIiITF2X02DBkyBKNGjVI6hllNTQ08PT2VjnFbzCgP0TOKng9gRrl0V8YhQ4bg4MGDVi9jSTkJZ5gSz4zyED2j6PkAZpSLCBn5ch8REQmLJUVERMJiSTmJyMhIpSPcETPKQ/SMoucDmFEuImTke1JERCQsHkkREZGwWFJERCQslhQREQmrr9IByH5ffPEFysrK0NLSgnvvvReLFi3CyZMn8cEHHyA4OBhXrlxBbGys0jGtevTRR/H222/jwQcfVDSHtX1oMpnwxhtvYOTIkfDy8sKiRYsUzdja2op3330XRqMRBoNB0Sy2OEPGG5zlOQKI8zwBoNjzgiWlkIsXL0Kv16O4uBj5+fnm9ZmZmUhNTYVOp4NKpcKGDRtsjhEYGIgFCxbg6tWr+NOf/oRFixZh9OjRaGpqgtFoxNGjRxV9AlorAAD46quv0L9//y6P76h9mJqaiilTpmDRokV44oknFC+phoYGhISEICEhwbyura0N27Ztg06nQ21tLV566SUFE1rPaOvx7wo5HnORniO3I9fz5HY6sz+Vel6wpBSSk5OD8PBwFBUVmdeZTCZER0ejtLQUarUaCxcuxJEjR+Dl5QW9Xm9xfYPBgOHDhwMAPv/8c6xduxYA8OWXX2L+/PlYvHgxZsyYYXc+RxWAJEkoKChAUFCQ3dlucNQ+PHfuHIKDgwEAjY2NXcoox34cOHAgBg8ebLHuyy+/hNFohJubGyZPnixkRmuPf1fJ8ZgfOnRIlueILXLsTzmfJ7fTmf0p5/OiM1hSComIiEBWVpbFury8PPj4+ECtVgMApk+fjvT0dMTHxyMtLc3qOOnp6fD19TX/sL18+TLGjx8PFxcXvPfee5gzZ45d+RxVAKmpqXjyySexd+9eu3LdzFH70NvbGzU1NQAANze3LmWUYz/qdLp245aVleHuu+/Giy++iHnz5uHAgQPCZbT2+HeVHI+5XM8RW+TYn99++61sz5Pb6cz+DAgIkO150RksKYFUV1dDq9Wal93d3VFdXW1z+7S0NLz77ruYNGkS6uvr8cknn2DJkiXYtGkTTp8+jYkTJ9qdxVEFcPbsWdTU1KCgoAANDQ0YN26crF9gKcc+fOqpp/DGG2/g0qVLWLp0aZfyyLUfb+Xl5QWTyQQAuH79upAZgfaPvyN09jGX6zliixz709HPk9uxtT/lfF50BktKIDqdDvX19ebluro6q7+h3vDEE0/giSeesFg3bNgwvP/++w7JJ0cBrFmzBmfPnsWBAwfg4uKCgQMHyppRjn2o0WiwefNmWXPdrLP7UZIk7N27F+Xl5SgsLERAQAAiIiLw2muv4cMPP8T8+fOFzGjt8XeEzj7mjnyO2NLZ/eno58nt2Nqfjn5e2MKSEkhwcDCMRiOam5uhVquRm5uLVatWKR3LTI4CAIBRo0bhiy++cERE4fch0Pn9qFKpEBsba/EGv1arxb/+9S+hM9p6/OXWEx9zwLHPk9sRbX/yc1IKyc7ORlJSEqqqqhAXF4fGxkZoNBokJCQgJiYGer0e/v7+mDlzptJRzW7+zwsAubm5CAsLUyyPM+5DQLz9aI2oGfmYy8sZ9ie/u4+sys7Oxscff4yDBw/ixRdfxJo1a+Dm5obDhw8jJSUFnp6ecHV1ve0MJXKO/egMGZ0J96e8WFJERCQsvtxHRETCYkkREZGwWFJERCQslhQREQmLJUVERMJiSRERkbBYUkREJCyWFBERCYslRUREwmJJkdP57bffsHXr1g6doqKtra0bEpGo+Pg7P5YUOZ1BgwbhypUr2L9/v81tTCYTVq9ejStXrjg0yyeffIJBgwbZdd2goCC7fohu3bpVlnGcza33uyMqKyvx6quvorW1Vf5A1C343X3klEpKSrBlyxbs2bPH6uUrV67E8uXLHXJ68FuNGjUKZ8+e7fT1JEmCSqXq8u3ZO46zsXc/p6amorCwEHFxcfKHIodjSZHTuv/++5GbmwtXV1eL9deuXcPYsWNx4cIFJCYmYt26dYiOjsbPP/+M8vJyHD9+HK+//jpaW1vh4uICrVaLV199FQAQExODlpYWDB8+HBkZGRg7dizef/99HDhwANHR0aitrcXx48cRGRmJrVu34pFHHjH/8Lx27RqWLFmCGTNmoLy8HH/84x8xa9Ys7N69u10GvV6PmJgYZGVlIS0tDRcuXIBGo8Hhw4cxdOhQJCYmWh3rs88+Q2RkJFavXg0/Pz9oNBrzOKNGjQIAvPXWW2hpaYEkSfjd736H119/3ZwhKioKRqMRZ86cwf79++Hu7m7ebx9//DFiYmLwt7/9DfX19SgqKsL777+P0aNHd/i+lZaWYujQoTa3W7NmDUpKSnD58mWsWLEChw4dwunTpy2yWHtsbr3fTz/9tNXtrO3r7Oxs+Pr64vz58+jThy8eOR2JyEnNnz9fOnjwYLv1RUVF0oQJE8zLDz/8sJSeni5JkiTl5+dLBw8elGbPnm1x+cmTJ6X9+/dLISEh5vXTp0+Xjh49al728fEx//vZZ581X3ZjfUNDg3T48GFJkiTp119/lYKCgmxmuLHul19+kcrLy6Xm5mZz7l9//fW2Y92c4+ZxJEmSDh48KIWFhZkvCwkJkQ4dOmTe7sb+WrVqlZSSktJu3/n4+EinT5+WJEmS/v3vf0sRERGdum/Z2dm33S4zM1OSJEkKDw+XPvroI0mSJCkmJsacxdZjc+v9vt121va1p6endOHChXb3l8THM/OSU9q6dSueeeYZ7Nu3D3PnzrW4rLm5GX37Wv7XHj9+PID/vX/z3nvvwWQyYdOmTQAAb29v1NTUoLS0FGPHjjVfx9fXt1OZJElCVlYW8vLy4OrqipqaGpsZbnbvvffiypUrWLp0KZKTk3HXXXehoaHhtmPZUlJSYpF7zJgxKC4uxpw5c8y3BQCenp4WZ4q92Y3rjxkzBqWlpZ26b4GBgfj73/9uc7t77rkHAODh4WH+96BBg8xZSkpKrD421u7n7ba7dV+7urqisbHR1m4jgbGkyOls27YNfn5+mDt3LjZt2oS2tja4uLiYL/f29m43YeLm92wmTZqEvLw8vPbaawCAr7/+GmPGjEFzczO+/vpr83ZnzpyxGEOr1aKurg7u7u6oqKhol+ujjz7ChQsXsGvXLvz3v//Fjh07bGa4WVtbG55++mnExsZi8uTJKCkpwdGjR22O5eLiAkmSUFJSgkmTJlmMNWnSJGRlZZmXT58+jQULFtwxw83OnDmDMWPG4KeffsKECRM6dd/utN2d2HpsrN1vW9vdej8lScK1a9cwbNiwTmUhMbCkyKkcOHAAdXV1CAkJAQDMmDEDWVlZFqe3Hjp0KIYPH47z58/jxx9/hNFoxPbt2xEbGwtPT0/MmTMHx48fx7p166DVavHbb79h06ZN8Pb2RkZGBl544QWMGTMGarXa4ofdSy+9hD//+c+YNm0a+vTpg6SkJJw/fx5Xr17Fjh07MHfuXKSkpOCvf/0r7rrrLly9ehX79u2Du7t7uwzp6ekwGo3YsWMH3N3dUV5eDqPRiLi4OBQVFSEuLs7qWAsXLkRYWBjWrl0LAHjsscfM42zatAlz5szBsWPHsG7dOkiShODgYMyePRuHDx+G0WjErl278Nxzz+Gbb77BqVOnEBYWBk9PT4t9nJmZid27d+PkyZP44IMPAKDD9+1O2yUmJmLBggUoKSlBUlIShg0bZs4SGhpq87EBYHG/t2zZYnW7G/fz5n1dXFyMRx55BP369XPcf0xyGE6cIKfS2NgINzc383JTUxOamprg4eFhsV1xcTG2b9+OHTt2WBxl3Ul+fj6mTJkCAJg5cyZ2796NkSNHypLdGdg7g05UTU1NeOGFF/D222+bJ5aQc2FJUY9VVVWFvn37tjtSuJ158+ZhxowZqK+vh06nw8svv+zAhGL55JNP8NJLL2Hjxo1YtWqV0nFkcf78ebi5ueGuu+5SOgrZiSVFRETC4ocGiIhIWCwpIiISFkuKiIiExZIiIiJhsaSIiEhYLCkiIhIWS4qIiITFkiIiImH9H9qXQ3Fibro0AAAAAElFTkSuQmCC", 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", 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", 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", 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obm7GDz/8gOeff94yXxUv6EmFR1esZ5aSkoLzzz+fdGUTN7QFAIsXL8a///1vNDU1YdGiRRg/frxfWwcPHsT48eMxaNAgXHjhhaitrcWdd96J66+/Hh999BGmTJmC9PR0fPfddwEjK0aaNdKA0bkePXpYauvrr79m1nHIkCGYPHkyhg0bhsTERIwePdo/o0GLVlvDhw9n6uryyy/H5ZdfHlZtjRs3zvA+SVv2cUtXr776KubNm+f/W9suvOSSS0z1o9fkNddcY5hvZmYmnnrqKdx9993IyclBeXk5HnroISQnJxvalREjRjjSFas8PZGiK9VmsX7zaNCVT1EUJVSF1dfXBwwtNjQ0oKGhAenp6aGqAhFidu3ahcceewxz5szBJZdcgttuuw1bt25FYWGhX6Qqp512Gh577DEcPnwYaWlpWLhwIbp06YKrr746jHcQWZDGOgekq9BD2uockLZCC+mqc9BZdRXSkSz93M2kpCQkJSWFsgpEGOnevTsmTJiA7777DtnZ2Zg8eTImT54clG7Hjh0YOHAgsrKyUFJSEoaaRi6ksc4H6So0kLY6H6Qt9yFddT46k65iwl0BInpRFAXvvfcefvzxR2zbtg2DBw9GUVFRQOhQFkVFRXjjjTewevXqgGF6giBIVwThFqQtgpBPZ9ZVSKcLEgRBEARBEARBRDs0kkUQBEEQBEEQBCER19dktba24rnnnkP37t1x6NAhTJo0yTBtSt9+OObm9vCVzZktjsqNr2TfmtN8nZTBSm9WH6f5s9IZ5ammFynTLC8ett3/x6Bj+/fvx7BzjkXh9WmY+nC5o/yjGbu6ApxpwOr9kYFoGXa07lSL+rQydWWVHw8sbb32bC4efqYS/1n/fzj++OMd5R/NeM1mycjbbhmiOhG9JhpsVkNDA0ZemInjj4vDG4sOM8NkE9Fts8zKIZvFB0tb65bm46pb9mLx68fggit3O8o/XLjuZP39739HSUkJkpOTccYZZ5imbW09ApxQ2/5HVaKt8rQPWqaAWJi9iLzp4yvjDOupHue9J9H6sPKT8Zux6sGTb11dHX4z+njMeyIHz75yCAULjsFVN+91XJ9oxLauAMfaCoWutOXpj/OmtyrDrlFg1UOfn1u6Avh/Fy2r3u+F//deNd55qQeuvvJkrFq3n6J3GRDtNktfplm5ojaLdU002yxFUTDhmhz89spUfLe1EU/8OQcPPlnhuD7RSDhtFuCt9qBdmyVyjbY+4bJZrHJ48962bRvu/ksZ/vHXPBTeewAf/GK7f5+uSMJ1J2vr1q3o0aMH7rjjDlx22WX46KOP/OeKiopQVFTk/7u1ukNU8RmNAIBmTnGFUkxaZDhabtTHymjK/o1EBao+X5W2tjbcMD4XN13bDSMuSMFZZyRh5PhS5B9zLM66xHyTzc6IXV0B7b+9HV0BkaUtkcag1X3x1MUNbRkZRyP0ugKAH374Afc9UoGP/noMcnPi8Ke7MnH1mDysXHUoYKNOop1w2CwgtNoSwa4jJNoYjDSbBQAPTcnGMblxuP2GNLS0KBgzYS8WvdoT19y+T2pdowGnNguIvPagqF1xw37wjFiFU1ssXR08eBC/veoXWDC3B04/LREL5vbA+LGnYdW6vaYbUHsR152s3Nxc1NXVAWhvSGspLCxEYWGh/+/E43oZiki0h8ApIkOzIo01fXq1LBn15s1TtL5WZdlB/5wfvi8HJx4fj5t+mwYASE+LxbtFPXHVzXvx8RkHkJub66i8aEOWroDwayuURsWsHjLSytaW6LdB/5yrq6tx3dVn4P+9kIvcnPZ8x17eFTtLmvHHiTl44fVDtuoYzYTaZgFyNGDXZvEgarPsaDDSbNa7RT3x7Q+NeH9+TwBAXJwPf325B0aOL8WJxx+LQSOoc1BLNNksmXnbtVl2pu1alR8Obemfs6IoGH9lPmbcl4XTT2s/d/ppiZg+NRNXX9kLq9bVRtSUXNedrN/85je4//778dprr+GKK64wTetr9UmdwqPFzdEjp8g2VrxlxlfGMcXFMxfXyYgc67rV/z0Z/2/hDpS11viPpeQBvxwajy1btpCTpSNUugLc1xZv40omThwsXsdHny4ca2527dqFE0+OQU6fZpS1NvuPX18Yh8tH50spM9ogbVkTKTZLm062zVq38de4/c4PcBC1QOvRg12A316XhP/+330YNMJWUVFLNOnKquxwtzed2CyAb2qiWzZLURSUH27B4AuVgPbgWRcB5c+0QFEUcrK0pKam4sUXX7R9PetBaocXeYaP3ez1YL3MRvmJ9oaw0huJRXTuvFm9WZhNWzIyfLx5q7BkE0FaCilOdQVErrZ43zGRMkUbo0bpRXXFqqfewDnVFktDPp8vogxVKHFDW17SFSt/o3dMtLHY6WwWU1tcl3Y6OrPNYuXntD0oy2bxlGVVz1DYLLPjXsZTwztKrCI8d9NsfYnb83KtXhbH0xMcTulQ6+BU3CLYaVQS7mKlK8C+ttx6lmbvkVu9hG70+jv5fVhTtNwsjxCnM9oss3oZ6cTM0dKXy9sYJJsVvbhpswDvastOmU5tlj4N2Sy5eMrJ8sUpQcLRCsZOL4WbD1D/QokMx2r/tjJarOus0jtNYwezXguznl23qKqqwkknnYSysjLXy/IyVrpi/a0nlLpS8xd15EQ7JOxe4zQNL1b3z5w2FQJdAaQtlc5gswAxJ4ilLatywmW3rHraSVvhgaUrIPq0JTo6ZXSdWZ1kpOHFjs0Cors96CknKy62Fd3Tj/j/LjuUGtQzwbvOgbd3kTdajRGiL6jdnjtVwF70+nkMrhaZglq+fDm2bt2K5uZm9O3bF+PGjfOfe/PNN3HCCSdIKytS4dEVEB3asqsrO+W5jYyGqRNIW9Z0BpulXtOZbZZsSFvm6HUFtGtLT6Rry05nn5Py3MaOzYr29qCnnKzmxjiU/pTNNFJa7MzFDjhvc96uzBdadPqRdq6r5TC6xEajG/OXjX7/b5vTkBgbE3CsvLURK1aswNSpU/3HtJGIzjzzTIwePRqHDx/GLbfc4hfVvn37kJqaipSUFO56RStaXQGwrS2uXrEw9y7aaQyKpJXZaAyVtipbE7CpKT3oeEVFBQYNGuT/Wx/hi7RljZdsFqscslnGCDeIGc/g/5pT4WtKDji2uwXY+9V6LFy40H+MtCWGqisgeAqgF2wWb952cMNmAd7VFuv3r2uLZdqsurYqFBUVYf78+f5jXm8PesrJimk8GlGmMg52dm8x7a2QMB/WzV450QW/PGlF8hSB1XPE+9vYKXfUqFGYPXs281xeXh4AYOnSpbj33nv9x9966y3cfffdWLRokXB50UZMow8pO+LQlHH0WQlez/sRt0s4R5J4686aZx4qbfEimj47OxvFxcWG50lb1pDNct4YFOkUkdXjH18Z56rNGjp0qKk+SFvmdNgs2NKW2zZLzcMLNsuoHnbbjaKEuj1YWFiIiRMnMs95UVeecrIAIKGq499NGR3/bs5sMRxWdDrEG5CXxUsoagRCLUInPfnq9aLlqeWYzUd2Y9GnysqVK1FQUOAXGAAcOHAACxYsQGlpKV5//XXccsstrpUfKbC05X9+NrUlY02THW2FuuEo2ovPut7ONVa6Akhb4SYSbBZPOqv8RBD9LvDYLDtTwazKDJfNAkhbPHRWmyXDgWPZLJF8nU4rNvvudCab5Sknqy1RQe0J7Dmbak+Gfp4uAJTBWlhWD1pk7QbrOqOXxstz0mWOILAMpVV6GSxbtgxPPfUUBgwYgCNHjiAxMRHz58/H7NmzsWHDBvh8vojbIVw2RroCAg0Vaw68WbQmgK/h5oa2ZE+p4IG3MShTW+HSFUDa4oHHZgEMbR39v6i2RHWlvYb1TjrVllnZThp4VnlGss0CSFtWRKvN4slbJrydg7JtFhD83eG5xile1JWnnKzULg04//StAIDth7OZCx3VY6q4WGmMCOr5sBCjHv0Lq30xnPZ0i5Qrkt7s5ZUtdiuHMyCNpMWOY8aMwZgxY5jnhgwZgi1btkgpJ5LR6wpg60arLfXfXPPVWc8yjNoSSW9Xt7wNXBnwTiE0GzmxA2nLmpBrS1BXemR/82X1jHvZZqnpSFuhw4muePFSezAUNku91s45J2Xx2Cw7U61ZeFFXnnKykmKbcWrXvUHHzcQFwHRRpFWj3qrXwwg3phR5ddRLhbenw6oHNj6jkTki+W39sYhXYgOOlbXU26kqoUFEV9rjZroCOOa929CWUZ5udmKEGzujE6xrVfTaqmztik31xzFy67whomXhhrZk2yxVOzJsVqgag7KQYbPUhiDLZm1r7ImG+rSAYz83x+J4uxUmABjrCojs9mA42ndm+neCrPYgEGyz6tsSmDarvq1UtJphx1OtlkNNyfiwtL//b71BMpySZ5Kn+nI1VyVa7rtgBm9DyKx3wwpZIhAxbKLz9VnHghp+rN9Ze21lHEoz5a1JIMzR6wrg05ZV75KZtkQMVbgbYry4rSv9cR5dqb2v6vqSZgClEtf7EOZY2SxAXFvRYrPs6EUkrds2S6stslmhxa7NAuxry67NEtFWqOGZ3q5PK6ppq9/CqD3YWWyWp1o3ZuFw1QWQSZqFkA0ZgQuNAfYQpVZYLMIlAtkCdGLUnPRO6nv8VAL2j0H7R0y9PlIa1tGAUQj3+Mr2qE2Roi03pvbx9jTyri+xqyu1bNYaEX05zH2ZANJVGDDTlpGugOAAGeo1Kl61WbLxgs3SoteW9vpo+c0jgWixWW7AWz+72pJps0zbg+gcNstTdxdX50NWcRwaMuKQgA7BJFS1/7s5swW1umv0XrLaixEwcgJvCoe3N0T2kDPv1C+z+casdGqvBND+XIyG8IHAqEFOaWlpwVNPPYWSkhIUFRXJyzhKUHUFxLU38jSGyEhbrN6neHQ4ykDoteWGcbGbH4+DxZNOf561/spvuI4e10/yU7WlGjxZ2iJdWaO1WQACtGXXZgHebXxEkgZ5bRZwtMFHNssz6G0WT3swkm2WnlDOgOLRFq/NUtPqbZaRtjqDzfLUV9x39FklVXX0+AFA7QmBi+NYvU161NEw3oWtALuBI4psI+TkY8AjPtGFkKwNbbW9Gf76mgxNN2e2oFligJfa2lpccsklePnllwOO7927F3/729+QkpKCHj164IorrpBXaAThM3jEzZktwAntz1OvLStdqdeL9CYD3tEVKy3vejCnC/1FdKWtZ6i1RbqyxshmsRZ0h1NbZlOF7I7SutEQDKXNAnTaIpvlGbQ2K6kKqC5o/7eZzQLY2tLrCghde5CXcLUHRWxg0LUap9Yr7UEv6spTTlZSj3qcdut32H44G0kO8mENAxsZLd6XimduqxtCEWng8S5wdNLzYTTErv14qb0SCVXt9VZ7nVTiMxpxznE/2a6DnrS0NGRlZQUdnzVrFk4++WRUV1fj8ssvl1ZepGFHV6xoTSK6Us/xHLPSg9sdDbLyckNXar7qb6DVln7fGADIO74CfdIqbNdDC+nKmkixWUY4GaXlxas2S1s+y2ZpyyWbFVq0ugJgW1tm7RU3teWks08Ep7pxU1cAX3sw2m2Wp5yszLhaXJuzAZu6tkcV+b7mGAAdITzN4Fm0qO/FcNoTZyUOmQ083vxklymK2iuhbRS2i+zob3VCLc457idcm7Mh6NotNT0R1xL4mx5s2oMVK1Zg6tSp/mOFhYUoLCy0rMvWrVsxfvx4FBQU4P7778cbb7xh+74iGb2ugHZt8egKsNaWE10ZpTfTlqx3XGto3TRGMlDLV7WVUAV029new6s2UuMzGtEnrSJIW4eau/i/pVoqKrZg0KBB/r9JV+LYsVlqB0Y02yxe50lmmXbR9qSr2lKnpKn30D39CDPa3c76bFTX5AQc29tQg/XfrcfChQv9x0hbYhjZLEBue9DODAWjtLK0xdMpwZNfuHWl1kFrszrW0JnbrPq2BKbNqm9LQFFREebPn+8/xqOtcOrKU05WndIRtlErKP1cTv0wpboYUovolAI7GA0987z8oqNZPNht5PJidp/qM/EP3R/fPnTfBN0HryoRnx8NcDuSM87tqFGjMHv2bOH65ubmolu3bkhPT0dVlcQJ9RGGVlcAAj5eZnuLsLQVCl2pedmZnuSGtkTWTtr9Dexoq1bXkGiuSsT29Gz8FUO4tJWdnY3i4mLhupKuOtBrC+CzWYCY3Yg0m8WTp7YeobJZ2rKCdAWgLINhs9Cut+/Tght9RgwdOhSLFi0Sri9pqx0jm2W0f6pKuG0WwG8vtGk6s80SbQ8WFhZi4sSJQnUNp6485WQdakoOaABuP5zdHmFGOyoCoCmjo9raSDMq2h6oUGCnHJnzfVlz6t0oR0t7b19cwNBv9/QjzGFfdaG+f160Kqyz5NRFURS89957+PHHH7Fx40a88MILmD9/Pu655x4sXLgQ6enpuOeee+QUFoGwdKX2pOunoWmjM6Uwv0Xe1pWT61jwaEs/ldgJCbqePhWWtrQBMFRtlf6UjbKMVCnaIl1ZY6Qt7EjxH0upIpulx0xX2rJk26x24gJsFgBDbWlt1qdV/chmhQi9rgDg85LjPW+zADnaclLfcNosbRm8Nktme9CLuvKUk9XcGIdPv+nnX6gYXxlnIJqj6Y/2AOjDdsoiVEaPZwjY7YABRhjfv26NGtoFVHYo1XKBN8A3nM+Lz+fDn/70J/zpT38CACxYsAAAMGDAAAwYMEBaOZFKS108Pv2mHwBwacttXQGh0xZPj144tGU89z9wMX5zZnuoYX1EQTNtaRv4TiBdWaO1WQD8v71RtCyyWXy4s06FbbO06HVld3NaK0hb5nRmm6WWBXjLZgHs+mhtlv+YoM2SpTEv6spTTpY+hLse1mJUfdhbFSsxiAapcCouXoEalcc7fcrsNxDpLeSd7xvQIDx6Ti8uf/maj6XMcLiEOXG1OKorADDWlpGuAH4d2FnwG0rD5WRePK+2rHr8RbTl/43QvmEjc9NUXT267TRNQkgkKIQ7AzNtdTabZVQvozxMpyQJakt/rdZmWWmLbFZo4bVZAPxre5ARvL8qD16zWVrdRGJ70I7NimZtecrJak3sCNWpR2uk4qEJh6tNw1GGzOkHomU5XQjM03toZ/6xnQ+GPyyu+rdGXOD4ELF6nHZUZyG2MXB13aGmZOG6EYHw6ArQzaPWRRe00lYodcUqz4nR0xuscGorYO0OEGRszbSlptE/6+rmRO4gJ4QYdmyWVltu2iw7Pe92bZYRPDbL7JzM9TTaUO5qvQLu1+JeWTZrd006Dum0daB+n1C9iGBEbJbd9qBXbZYd2+al9qAdm6XXVkNrHNNmNbR6ymXhIiQ1vvDCC/Hoo4/i3HPPNU2nxCrACR3by+mHEFkLVbVT08yG9s0EJerBG+Xl1vonLxG0kaZmPzJ9j4RRONxQzo+Odni01ZYYqCsgUFtGu7Jrw7gbaYtHV6x0IrrSpjdKI6sxGM53k9Xjp22k6rWlNUzNmS2kK8nwaMuOzVL/jiab5eV3z8pmAbAM4e7l+4s0ZNgswLg96JbN0p/nzYtsFo7+u3PaLNc9gU8++QQpKXxrBOITWwKNkbbHryrRH6WJNbdT1FCx55Y6e+H1f8vsbfcK+sZ58AaPHMbcYviY4INXW0G6AnsBqgxtOekd45leZGS4ZGkrnEbLyPE1W29AunIH29oSsFlqmqA8Q2SzWHlFY+eglc0ibYUOmTZLVnvQazZLVIeRbLP010Ujrn5RFUVBcXFxwF4sWoqKilBUVNRx4EhNQDSS7Yezg3r8rBbIWb2cbryMssTiFN6eF5HfwMzgG22gaZiXwYiJE+rq6jBjxgwce+yxyM3Nxbhx4wAA8+fPR0lJCZKSkjBw4EBceumlUsrzCmbaEtGVFjNthUNXbuYripWBFJ2rb9UDqn8WVvkajZg4gbTlTFvRYLPc1p/XbRZA2pKFTJslQ1tks7xhs4Dobg+66gEsWbIEV155Jd577z3mef0mYkkn5OHzksBg+XYWMvqvDcHLHkpBae9fb3jMhqSNjln1sJj93kHlW/RG6D+IRsExRFmyZAkGDx6McePGYcyYMX5R9e/fH19++SUOHTqEurq6qDJWgLm2RHUFiGkr2nQFWL/rvOm12jJqQFr91lpt8ehK+39ZugJIWzK0RTZLrs0CzGeJyLZZ2v+TtpzhVFdAZGtLdqe7qLZ4bBYrnajNAsy1pdeV2Ui/KF7UlatO1q5du1BeXo7i4mLU1tbipJNOQk5OjvEFjTFB4Yf1mwxb4VRIIt59uIwVDzxzh63mCovMP7YiaJoGoweq/HAqYhICn3hdQwJWrFiBqVOn+o9pP8i7d+/GkCFDAAD19fX+NK+++ioee+wxpKWlYdOmTbbr7VWEtCVBV4AcbcnSjEyD5dTBtKMtJ3UIuI5DVw1N8Uwj1lRREdCrrG/okLZCo61Q2KxwrN9ww2YZHTeyWXbq4b+OQ1tVR7qgXqetI3VJWL9+PRYuXOg/RtpyrisgPNrizUPmlHXRNFZly2gPcqe3iibIoauW1limzWppjUVRURHmz5/vP+b19qCrTtaUKVOwa9cufPTRR4iNjUVaWpppel9L4EI5/SI5N9G/MDziskrD+3Hn6SXQYjQ336w+PPdilU7fU6K9xmzeO6scEUaNGoXZs2czz+Xn56O8vBwAkJzcEYnw4MGDyMhof4GefPJJLF++XLhcLyOiLb2ugNBpi6UrozLNeuas8uWBx1A40RYrDe/UK5a2WFMw7CzmNiI7OxvFxcWG50lbkacto/LUtKK6ktUp4NRmydSWesxNmzV06FAsWrTI8Hxn1FYk68qoTLdtFk8+sm2Wtgw3bRbrXngoLCzExIkTmee8qCvXFwz17t2b+4aUOHeEZHfaDk9eIkbIylCo9TKD96UXxdA4axczMhYMA4x7rYyzNVJih7Fjx2LGjBk4cOAArrvuOtx8882YP38+Jk+ejCeeeAJNTU0YP358iGoTWni1pdcV4J62eKbtiOTtpIEnczqJ3ZFtU6OrCSmtv0bbiREAaSsk2NWW2zbL6Jz2OisbY9SAkjmVSYsMm+W6tkKoK6DzasuLNkvNO9Q2ywvtQdFOebJZ4oQuKgMPiW0BYTuNHozI7tBmwjESg+i8Wt4h5VCMxskuQ/Zu97xrTXjp0qULZs2a5f9bnYN70UUX4aKLLpJSRsSj0xXA1pbosxbRlsg0XP114Z5L71Y9ZPbuiaw14YW0xUGIbRbA1pZba0Hsjv7y4pa+3dCWzChopC0LOoHNcvreR7rNAjpHe9BTTlZcbGvAvldOMesNNMKLa0Z44J0OIpKX1dQTI/Q9rkEfrygP2ek1QqErQE6vmp0GnNsGTXTkgCcvO9qynD7lQhQ0wpxI0RYPobZZKmSzCD28ujKbihaUVrA9KNNm6dOFosPd7Fy4bBYrn/iMxqi2WZ5ysvSL3URCStudr20Hq/muoumcImNNFystj8FlCcbf46QaJv3Q8tH9LYLyqkoMCnzR1hhrWQfCHCe6AkLTwBMtU7aueKZ56NOwpsvyGiJRbQXoCmjXloGu9I2StsZY6SPSRDsytRUKm2WVtyxtidokq/NetVktRxKCnnlrraeaVRGJiK6AyGgPyi7fjs1ipXHLZgG6zgkDbQHBjrTS4mM+c6XFZ1kHr+Gpr4H6w/obLwLX6g1IKKYY8eBmPez2OrKMrcgUFeb1Jj19rHm81OgLHdoPVjzH/OiEqsD58PoPtd13mrdjggcZujJ65+2MJmivFV3rYldbpKvwI2qzzLTlhWmxbtRDe4/hsln6egBks7yMV2wWL27oys5ok510obRZ6rnOpCtPOVm+Vh/iK+OCBAOExgDx9naIvtCyGo768zxDseox0ekSZvVhTa1g7fwtKwoa4QxVV0YEv1dyy+fpWdOndTrfXPQ9MzPIRmUZ6Ypl4Hm/LWragMa3Zj8RfzoH+5wR8jCzWUBotcUqzyidVX4yOzuMtBVKm6XPk2yWt/GSzWKVx0rr1GaJ1iuUNotVhv442Sw2nrxL1VjJHFZV4fXYnQzF8qazM2RrhKxeEju/eZAYwdf7RIQPr2nLTk8cr9FyOnrG23AzSy/Sk691tAKOH/0/act7hNJm6c+L5BUKm6XFSjsiyLBZPNoivInXbJY+PY+2zBwyEW2F2mbx/vZks4Kx/KLs2LEDH3zwAaqrq9GrVy8MGTIEp59+uju1MYnUZHdIkTWvVNaUJd4yZXwcnPaShHL6JE8PlKyFxHV1dZgxYwaOPfZY5Obm+qPJbNmyBe+++y58Ph+uueYa9OvXT0p5MgmZtjS6UtcWeF1bTnr9ZHZe8NTFjelVIsf1dejs2op2m+VkOisrP1aeTt5pWT37onXg+WY40ZbM4BekLQssogt6wWbZnaLndoe7mlaWtnjS2tGVNu9otlkxVgnWrl2Lq666CsOHD8fq1asxbdo0DBo0CO+88470ysTFthqei89oFH4QvL3G6n9uwCMYJ6LS9srJ7IUzy4vVE6ii/T39Q8e6v42iycRXxfrzVv+LaYjBihUrMGjQIP9/RUVF/muWLFmCwYMHY9KkSQHv5LPPPou77roLkyZNwrPPPmvrN3CbUGlLG6mJpSFZ2gqewhGoK6cffTeMldU0ENk921bToJzqiqWtmCZfkK7iK+NQUVFhqCsgcrUVaptlFBkrlDZLdqPJqm6yGp6hGjmSYbNYxB0OtlmxtbFYv349acsBZroCQmezzLCjI7c73N2wWWq+ds4Zfaus2oO+FrbN8rX4UFRUFFHtQcun0draipqaGlx00UXYvXs3brzxRjQ1NWHJkiV4+eWXcccdd0irTEtrRyQ5GRHQ7ExH4PG8rXrqRHrTnDpYPIj0UuqHv63Q96AHDQkbREErs8y5g1GjRmH27NnMc7t378aQIUMAAPX19f7je/bsQXZ2tj+NFwmVtrSRmkSjNAHOtSVitMx64NzoCOGZBsKbTkT3vD18/vT6BoVAdEEjsrOzUVxcbHg+UrUVaptlV1uhtFlq+bKm3LGwoxnedLzactNmiTTqhw4dikWLFhmeJ22Z4xWb5cX2YCTZLH1EXKNnKbL9RWFhISZOnMg850VdWX6RCgsL8fzzz+Pee+9Ft27dkJWVhYKCAgwePBhLliyRWhltpCbR+ZtOphdp4ckjlFPvjLDrYKnHrKaLaOEaZQhTpKb8/HyUl5cDAJKTk/3He/XqhYqKCn8aLxIqbekjNYkiS1uhJBydF0bG1om2whkBLVK1FQ6bBYhrK5Q2yykyesd5pznKsFmsfIPyJG0JQzYrGC/YRrJZ7XhRV5ZPxufz4Q9/+APuvPNOrFmzBp9//jn+/ve/Izs7G9dcc43UyphFlAm1IeEZ7QmniPU9mGa9KFZGS8ZvHq5ITWPHjsWMGTNw4MABXHfddbj55psxf/583HPPPZg3bx58Ph/uueceqWXKIlTaEo3U5AYyNcPTQ8drZK20Zae+atkyfvNwRkCLVG15xWYB7mtLpFc6lJDNMoe0ZVGOh2yWlS3hsTVOnD7eEXAn3wK3bZb+uLZcmXhRVz5FUZSQlmhCUq985E/q+AFCaTR4h5y1aXmGbK16CHh63GUIXI+de+PJV4Rt9//R/+9zzz0X+0ZegZj4hIA0FR8tx5KHH8KFF17oqKzOTHKPfPS6O/DDEiptiTSGrN55EW3J0JVVGladeMoOpbY2b96Mc2++Fbm/CW4AdXv/bXz99deOyunsuG2zzL7vdrRlR1f6NOGyWVZ14/3tnWhLa7MmTpyIlbHJSMo/NiBNdfGX+MsFQzFp0iTb5XR2OqPNsluGPl2k26y2tjZ0ObY38if9MSjN7hfmoO7nXYiJsQwn4RlCs+qUl6MRZYw8YUB8aNFKMOoHn+XFW700emMh+pKFamqi1VoXO+XZFZT/d5cYqYkwR0kJjC4IONcVYP6xNtOV0bWiZXmJcGtLv86ECBEhsFn6ho4TbTm1WTzwNsjM0omMJovYSCfaIl2FjnDbLFZat22W07ae1UiUPl24bZY2/2jWlqdaLmp0QZHdou2iFxRg/mEX8f55z8uCRzAy6+Lk42H2bBOqgBjdYryYBqGiCAZqpKayQ6mGv79MXQEI0pV6TnRdBSuNl9axuDFyYbdso2cb09iuLUI+XrBZ2nP69KJ4xaa5UZZdbZk+2yPB2oqrE64aoSPcNkv9m2dqOg+hnpUV6e1BXyvbZvmMA5B7Fk85WdrogipGIuJteLF67ax60ESO69M4mXurwvvSiqxBsTulwqzXk7eRFw97vU6EHLSRmlREonfyasvOh12kN01m7xtvXla6cTJVyajHVERXAIQjnxHy8ILNMjpPNotsVqTiZZtldlyfRvaIkRm82nLDZrHys9JWZ7FZnnKyVPRiMvqAB3q69h0omfCWYSUA7d+8PSk8aUXn+DsRk2gawl3s6Kopw1nnhEzC0RDkTcfrjJkdY2qXtBURRLPNsjNNimwWIQN7ugIiRVtWOLFZVqPbMmwW63rSViDecrIaY4AdKabh2wOnSpg7JVaRTdyA1yDI6D3UYmdeulmvhEi+Vr0SoYrYpGX//v147rnnkJaWhqFDh2LYsGH+czNmzEBqaioqKipw9dVX44wzznC1LmHHhq4A82cUDm2Z4eb7ZFdbTnUFmGuLd8REJqQrHZJtFhB6bYk6MXbSGGF3lEqGzQKMG3vh+KaRtjREic1yqi27UHuwg3DrylNOlq+lo0eiKSPwnKERUo9ZPCTW/F2jl8uu82MqcIcLA1nH3ayvaJ68Q/mhWhsyf/58jB07FgMHDsTVV18dIKyBAwfi008/xcaNG1FQUBD1BkurK8C+tgx7nXXaMpu24/RdlTE/3gpebZk5UkbH7dy/qLaSXNQY6SoQJzYLYDhcFj28Zg0iJ512stZ0meE1mwXwdVSQzQo9obZZrLRebA8a4abNssqTmd5D7cFw68pTTlZbooLaE4I/9PqRqe7pR/zny47+vxmBwlKPsWD1JLL+5l0zoU8je5TKCJGpiW7Uyc6HQv+x1JJ0CIjRZRnXAKxYsQJTp071HyssLERhYaH/7++++w7Tpk0LuC4jIwM5OTmIjY1FTU1NwLk33ngD7777Lvbt24eWFvefU7hh6UqL1kjptdVclRjwYVbfI57Gidl0A7vaEjlnht25+LLSW+FEW3qNxTaxHa+KigoMGjTI/zfpShxemwV0aMtvszTacmqzgsrlmdbjUu+xjClakWKzEo4ASUm6MmqB9evXY+HChf5jpC0xoslmea09aDe9FTK1FdPCtlkxLUBRURHmz5/vP6bVlhd15SknyxenBA3pmjlY6t/qAkm9l+7UiNjx+NV6WBEK0blVHu+8aFVATsseNWoUZs+ebXj+tNNOw7JlywKOPfbYYygvL8exxx6Lrl27Bpyrq6tDYmIiGhoa8OKLL2LevHmO6ud1WLpiwdQW2EbLKXa1pcdqWp7bhEJXgDvays7ORnFxseF50pU1PDYLCNSW1mYBkKqtUPaeq7ilwXDYLKBdW07LHjp0KBYtWmR4nrRljl5XANtuRYLNkvUeey0flVC3BwsLCzFx4kTmOS/qyvXWyfLly7F161Y0Nzejb9++GDdunGHargmNOOe4nwAA2w9n+8USXxnn7+ErZcz31IpP1rxSO5j1WLhliKyGiGX2olhNTdGvN2jObEF8RiPiEfwxdJtbbrkFzz33HFavXo27774bADBhwgQsXLgQN954I55++mns2rULV111VUjrJQsRXWUn1/h1BQDb07NR+lM2AARoq0x3nd6o8bzD4daW7HfdLD83tGWcX7D2wqGtaNcVYN9mAcDnOD7IZgHOtRXqTjm1TJ7piKJ2zUvaMrNZAGlLJo5slkF7UK8rILg96HWbJSM/9bw2fzt5iNbHvDyyWUAInKwzzzwTo0ePxuHDh3HLLbcECKuoqAhFRUX+v1sP1+LUrnsDri9VF6hqX0iOF0VkaFcWdutkB57pI7Iw+g1Zzq6ZmPqkVQBo/2C6Tc+ePTFz5syAY+r0jWuvvdb18t1GRFe1lU1+XX1fcwyAwDnp8ZVxSKgCmjL45nSryFoPwgOPtkQ0YGZsZI6G89SDeVyvLcY5vbZIV3Kwa7O+rzkG3dOPBNksr2vLDDs2y3AdjIDNknHPrN+QteZNry19A5C0JQcnNqtPWkXA6K8Mm2V1nVNkT0k3w5PtQe01ndhmue5k5eXlAQCWLl2Ke++9N+Ccfp5y17498GFpf//fpT9lGy6SS6iKC5jPqX3QAdMxJG1YJwurBZmypzxq87AjaiHjarJoW/uB1O9/QYjjRFdlh1IDIjepuur4fxxzaD/v+IqO6wHPaQsQ6z2UpS0rXbHSmE7rYuhIf8y/vudQKrqnH/EbK9KWc9ywWWbaCrJZMF6bFQ5EbZb2GqdlytYWMw8Du6XVFunKOU5tljqKpcXKZkVKe7Az2CwVvZaiXVshWcywcuVKFBQU+EVmREtdfMA0Jv9mm0cftjZMZ0JVYFQn9aVQGx9aYcnaGVw2ZkZLm8YI0ekbMns3DBeemghG/VACQMqOOEA3WyCpsg2xsYFbesc1tEmobXQioquyr3sE9UqzdAUgQFtAnH8KjYoXtcUyRGbastuLbrYwmrd+vOh71I205V+TerQRklCFAG3FNShIPtgadF29cI06D25oS+9wqdpS0TrOXtGVHi/aLKfa4rVZrHISD7UhOSZQW/E1ZLOMcKIr3vag1mZ5uT0oarP015ilMyqHJx+RNCyMtMWyZ0Y2K6aFbbNiWhRbdQonrjtZy5Ytw1NPPYUBAwbgyJEjeOeddwzTxjYCWcVxaMgIXiSXd3xFwHQzVs9GfGUcyjL4dwnXXhdwjcVUB9FGmDa9Uc+EyNxdt6clWt2/OidabXgH9MDqfu/SqsDQ3vFo/xi6GWa6MyCqq247AewM1BbQ0dOnauvzkuNRq2tUqM9bO/+d10i5qS0zXWnT8zpbPCO9TtZW8kyhAuDfZ0Tf+NP+5npdAUDKUV2xjBPBj11tVRe0H9OOUAWsMTawWXa0xWsTeNc/6YlKm6VJQzYr9MiwWVrnyaw9yNIV4K32oKjNYl3Da7OM6sKDrPZgqe63V7XVbWd02yzXnawxY8ZgzJgxXGnbYtv/n1QV2BBUHSz9eq0ywD/863/oO1IC0phtZmeE1csoMpQqe86vSH6ivYZW85pZwtLnqxokKxpMwuIS1tjRlR6tsfJr67j2wBhlh1IDtBVfGQdon7/NesvSFu+0JV7c1JXZNXoDqN4/aw+XFE5dNWQYPHCCC7vaStDYLdXB4rFZMrTFoysg+D3k1ZYoWi2GU1tks7yDqK4aMtrbgkk6XQXZrKPotaXXFeC99mCobJZZ+nC3B6PdZoVkuiAvWdnVSBq3P6hXovSn7PYRquPa0+nnSMdnNHJvSmwG70vI28ALp4PlNB+joBZm84PNxKSGxVU/kr/O2wzgj0L1FqG2thb3338/cnNzg/ZN6GxkZVfjtFu/w/bD2ajWaKu5KjGgp4+19kDVltOppjza4n2/ZTTa3MCurtRrAxrdOoy0pQ03Hdiwd0dbpKtAWDZLbXB8juOxPT3bv8DbDZsF8I2QOtWWaGNQ5tR0tXzLMl2yWUDgTBq3IG11kJVdjUFXfRc0StVcldg+InJ8ezozmwVEd3tQFpbrs1jBYhxoizUq6WZ7MNy68paTFVuPh/r8HX8tH9Lem56RCqjOVmUcPq3qZ7iYTp1na2QMrIZ0eb12GQ1BO0O+PMjK0yyAhdnQs9E+CGp+arTBX+dtxg1pm2zXj4fq6mpceuml2LhxY9C577//Hp9++ilaWlowePBgDBkyxNW6hJsesY14Ku8f+H9dB+BD9G8PhYuOHvTSzESUItvWc3eiK16c9PaZwZunLGNptDiY5WjpMdOW2jt7znE/4dqcDRiQcMhW/XggXQXSI7YxyGY1a2yWmba8ZrPCQSi0xWOz9GWTzQovWpv1fdox7VsjHD0XXxmHssoeKM00tllOtCVCqDsGQ22zrHDaHuwMNstTTtbB1uR2Y2UQ1lE7/GtlYESw9OQlN/DsCkUkrZMGLs+8ZWbvqW6utIq2t6nsUCo+RHvUoPt0a1+TyhsRGxu4aDiurhUrVqzA1KlT/cf0kYhY9OzZEz/++CPz3BNPPIGRI0eirKwMp556qmk+0UB1mw//7/CAgGhNQEdDzP/uSNZWuEec3DBWTnCiKwCW2vq8pL17d1PXvQHaim1sRVJ5cGNkd0UFBg0a5P+bdCVOdZvP2mYBltuOeMFmieglmrTF0hXQoSfVZn1fcwze1NmsxENNSGoN1Fb8kWasX7/eHyYaIG2JwrJZ+oAVbrUHeQl150U4dAXY05aIzdp+OBu/ztscYLN8LQrTZvlaFBQVFWH+/Pn+Y1baCreuPOVkHWpKZoYi1nrL+pCdXpsO5CZGjpMbvfwi6AWlnyutog77l1Yl4qWfLsJ9p/DlP2rUKMyePdvw/HfffRc0DKzdc0PP119/jWeeeQY///wz5syZg+nTp/NVJEL5uS4zyMFSUR2twKH90PSAu90QlFluOODVFdChrU+r+uFT9OPSVnZ2NoqLiw3Pk66s2duYJmyztOejjUjRII+21LWpqs0qRTZwFl/+Q4cOxaJFiwzPk7bMEbVZoWoPut3hbmdNopfQ74flRnuwsLAQEydOZJ7zoq489eS0IdxZtL+AYtFYnCAyOiR7GFdkiFvW/F87i4uBjp6OMrQLZ3t68DPUr7PjWWjMy2mnnYZly5YFHd+yZQszfW5uLrp164aMjAxUVlbKq4hXaYwJCIerpzmzBc2ZckdDrQjn+g4n2J7OZGfhvoCutGXI0hbpyhoemxVKbbmhKzfWtUSizZIJacuCCLBZMtqDbiBrer1Tm6XCGuXXbtUERLfN8k7rBe1hO1N2tFfJqFfCaCRHZD2STAG4JSZRofDMwXdSV56Pl2qQypASUA+1XJ7oaLKorq7GypUrsX37dmzbtg0nnngiJkyYgIULF2LatGmYNWsWWltbDXtEogk1HG5DlT1tWaUxSusULzhibutKvZ6rQaiJnKrVFm90NBmQrgLhsVkAYzpNGG2W0/xkrmfxms3S1oW0FT5CZbNY6Z0g0jlut30nkp5sVvh15Sknq6WLYms6hb4xzzJeVi+VXbHK6pGTgd0GMG99eacraqfHqDQx9j5zk27duuHpp58OOKbOkb/44otx8cUXu14Hr9DSRcHBQeYfXSOMtMWrK21aFTf0ImKE9GktG2IO6sdzrdrgttKWfnqMSii1RboKJJw2i1VmKLQlc7TA9rphl2xW+7+DtUU2K7RobRYgR1tOdKW/TmSE1qwMN0e83NQW2Sx+POVk+eIU4IRavg3jjs791KZlvbR2nCtWfm703qn1C8UHXFuGSANTn4fIR4EVuUkbDU1PfNkRxMYEno2pa+Iuj2Dji1Pa9ZLRCFhoSxutyUxbodCV20ZIFizj7aRRYERTRofRYhkoI23F1Dcj/sCR4BNduatIGCDDZgGIGm3JzleGtnjqo2rLKtqgnrjKOsTXBWortrqBu34EG63NktUedKIrbX7h6kSXCas96CWb5WtuZdosX3PkbVrsyRYMSzB6jM65OR/XaiqItufErfn2PKNVbvbM8+TXnKmpk2qcOD6UhDvExXZ8mPQRmvSYngvDO+2k0carQ15dqfUxwm1dtR87WidNGNzmqkTT8PuEe6jacmKzgMjTllmZInXwis1qP3a0TqStsCNis4DQtge9YLN481LrY4bM38hMV0CHU9WZdOUpJ0srLBYi812jFZYIjUbv3P5tguphIprOIqhIgBkKV0co3h3eTolQjGjx6Ep7LJTastIOacu7hNtmhbrn3Wg2SSTaLJ7zhHt0Tz/ij9jJY7OA0GlLxGaFutM9ErTVmXQVE+4KaGlubN/RW/1Pi5Go3Gx8iUw95K2HWcNNj5Eo1Pmw6n9G6d3qpWzObGH3WBg8O9Z5nikAbrJ9+3accgpnzNAIR68rHmOlf7dkwsqbV1uy6mRknIx05aa2tOWxyuLRjFe01Zl0BXjfZonUQ6S+ovcQbpvFKgsgm+VVmhvjUPpTtpDNsjrnBCc2SxY8NsvMjoTSZgEgm3UUT41kxTT6AiI1qZi9MKLeudMXTd97YGaYZPQc8Mx91ZZjtOhTn87u78B7TyzRhHJ9zWuvvYbm5mbs3r0bl112GYYNGxZw/v3330fPnj1DVp9wIqIrwBvakvWuiEzzNTqv/dvI4XOqLSe60pfpZtQm0lUgdrUlgttT+qwQHUmOJpvlpFxRSFsdGOkKMHY2jM6ZESqbJdIedGKztGlY6cOhrc5uszzlZLUl8kdq4l1Dob/GyGDYdYiMXnorkeiv4Rl+Fq2XSM8LT348hNKRMuOyyy5DXl4eNm3ahLfeeitAWN988w369++P1atXh7GGoaMtUUHtCfxBXES1paZnvXOydSX7Gu11TspwuwEoUoa+USIT0lUgIjbLKo2RtkJls0SvIZslF9JWB27bLPUaN2wWq0wnTpNVWbzpyWaFR1fe+LpocGveKMu7l52/Vz7WKto62fkA8GDHUBuhHCiH4tPl11CHFStWYOrUqf5DhYWFKCws9P9ttsv3xx9/jDvuuCPg3IoVKzBt2jTMmTOHu+7RgFvvvZtl2NEVa8TJzfnoRtpyWibvfVvqqr4Byv6yoOMV6RUYNGiQ/2/SlT1kvFtWTlQobBavk+imnTOyWYBHtXWwEkpsbODBpiNYv369P0w0QNqySyTaLDVP0baR2zaLpz3oFV2huYVps9DcgqKiIsyfP99/SKstL+rKU16BL06Rko/sl1OkN0U7LOtmw84KszrLbhS4fZ+jRo3C7NmzDc8b7fL9zjvv4JJLLkFCQoL/WFVVFWpqavDKK6+gtLQUf/vb33D11Ve7UW3PoIbDlTHvORzactqwC2WdI0lb2dnZKC4uNjxPurKms9kstzsSeaZKOclbVl5WDB06FIsWLTI8T9oyJ9JtllPIZhlTWFhouHGwF3XlKSfLCt61E26VKeo4maUXGU0SnSripiEMpZicMG/ePHz44Yfo06cPEhIS8Pzzz/t3+Z45cyY++eQT+Hw+ZGZmWmfWCZA5HclOeTxTj3gbgyLvv8h9u/3uR4K2SFdieMFmiZQnYuPsTtESSS8L0lb0EWptObVZZnULhc1yA9KVNZ5yspQWX8DfZo4Ir/Mj0iAz8vJFygoVvMZQ1oiazCmGoeCuu+7CXXfdFXBMO31jxIgR2LJlS4hrFR6UFh93yHaRTgVeLfDoSiQ/s7ROjZVVPUTS2K2Hl7VFugrEDZtlhR1t8eQlM60TyGZ10Fm1ZddmqX/baQ9avS+iNjKUGgz1zKlI0la4deUpJ8vX6uP20nkdDO3/edLbNVpuGiu35vfaNZp2BGVV1vfrf8TpXXshVrcmq1lpQkyMp3YaiDiMdAXYn58uoi0nujIqQ8ZHPRp0ZVVeTEwMWpSmoOMtSjO2bdxpqzyiA7dsFi/htFlWU/siXVtWZa18dRVyu/QJLotslmPCbbPMkK0t0bJF8mfpSpuP/rjd+ohiVV4rmqEoCny+jk4sRVHQimZb5YUTTzlZSqzimkcsK18Ro2I1t1ykZ1N/jchce31ZVmXYxUkZvXESNtWswRk4FzG+9oXEZcpe1OMwzjnnHEf16uzI1pXMKQLa91RGg010hIylRREdekVXRuWccsopUFpasbv6Wxzj6w0AaFPasBkbcBz6OqoXERk2yyx/JzaLJ3/tNTw2S5veK9oyKuPj7/+Os08dihSciwRfEgDgiHIIe/F/GD9+vKN6dXbctFmA99qDTqYimuWtPSfSHnRjJJm3nJiYGOS09cSPRz7Hib7+/uPblM3ojp4R14HhKSdL1iJilVAPYbrVe6e/RiR/LW7Nn7UjWP2O3/9TPkM/3xnYgq9xqjIYR3AIP+EHlFTuQHx8vLS6dkZkLiIGvD01ALAXKEP0nkKhLbtGSqutmJgY7Kr9PxyTciySlRRk+HKwDZvRDRn4VvlCSj07M5GgLZHGGk9edmyWHedMzd/onBNkNDJPOeUUnIhfYDP+izOUYWhBE77HV/j6xy+RlZUlpZ6dlUjQlUyixWbp8+WpBxDcHtzR+j2OiT0OpcpO5PkKsEfZiQbUY19bibR6hgrXnay6ujrMmDEDxx57LHJzczFu3DjDtPr57V5EZO6rHQPk5txaL41msD6eW5X/4Vjfifg/bEIVyrFpx0ZkZLi4gUIEI6qrcO6oboab0ypCpSu1PFnw9vwb1kX3rLt06YIf9n6LvsecjCylB5rRhJK2/3Ncz2glWrSl4gWbZftd9pDNYrFR+TdO9p2J7/EVGlGPk3A6+valEWIW0aIrJ7MqrNJr83dqB3jLk4G2rjLagzExMfip7v9wTJdj0ag0oBJl2Fe/O2D6YKTgUxRF7vCRjrfffhuJiYkYN24cxowZExBesaioyB/DHmiPcX/aaae5WR1HlJeXIycnJ9zVMMXrddTWLzs7G//85z8Dzre2tuL4uH7IRS98pawNRxUjgmjSFRBZ761XsdLW5s2bcdmAMdjR8AMSE73ZgPEC0aStSHtvvYpaR5auAOBEX38koQu+Vf4bhtpFBtGkKyCy3luvYmWzysrKMCB3MDYd+Ardu3cPRxWdo7jME088oaxdu1ZRFEUZMWKEadozzzzT7eo4wuv1UxTv19Hr9YsUoklXiuL9Onq9fooSGXWMBKJJW16vn6JQHTsL0aQrRaE6ysDr9ZOB6yvI8vPzUV5eDgBITk52uziC6BSQrgjCHUhbBCEf0hXRGXF9TdbYsWMxY8YMHDhwANddd53bxRFEp4B0RRDuQNoiCPmQrojOiOtOVpcuXTBr1iyutIWFhS7Xxhlerx/g/Tp6vX6RQjTpCvB+Hb1ePyAy6hgJRJO2vF4/gOrYWYgmXQFURxl4vX4ycD3wBUEQBEEQBEEQRGcisnb1IgiCIAiCIAiC8DjkZBEEQRAEQRAEQUiEnCxOWlpa8Pjjj3eKOaQEESpIVwThDqQtgnAH0hbBi+uBL3gQ2Qk8XNTW1uKSSy7Byy+/HO6qMFm+fDm2bt2K5uZm9O3b15O/4aZNm/DVV1+hrq4OFRUVeOSRR8JdpajH69ryuq4A72uLdBV6vK4rwPva8rquANJWOCBtOcfr2upMuvLESNaSJUswePBgTJo0Ce+88064q8MkLS0NWVlZ4a6GIWeeeSbuu+8+TJo0Ce+99164q8NkwIABuOiii7B161YMGzYs3NXpFHhdW17XFeB9bZGuQo/XdQV4X1te1xVA2goHpC3neF1bnUlXnnCydu/ejZycHABAfX19mGsTmeTl5QEAli5dinvvvTfMtTGmoKAAs2bNwiuvvBLuqnQKSFvOiQRtka5CC+nKOZGgK4C0FWpIW86JBG11Fl15wsmincDlsHLlShQUFPgF5jU+/vhjAEDXrl1x5MiRMNemc0DakoOXtUW6Cj2kKzl4WVcAaSsckLbk4GVtdSZdeWJNViTsBK4oCt577z38+OOP2LhxIwYOHBjuKgWwbNkyPPXUUxgwYACOHDniyWH28vJyPPHEE4iJicGECRPCXZ1Ogde15XVdAd7XFukq9HhdV4D3teV1XQGkrXBA2nKO17XVmXRFmxETBEEQBEEQBEFIxBPTBQmCIAiCIAiCIKIFcrIIgiAIgiAIgiAkQk4WQRAEQRAEQRCERMjJIgiCIAiCIAiCkAg5WQRBEARBEARBEBIhJ4sgCIIgCIIgCEIi5GQRBEEQBEEQBEFIhJwsD3Dffffhs88+C3c1CCLqIG0RhDuQtghCPqSr6IKcrDAzd+5c9OnTB/X19eGuCkFEFaQtgnAH0hZById0FX34FEVRwl2JzsqLL76Ic845B2eccUa4q0IQUQVpiyDcgbRFEPIhXUUnNJIVJqqqqlBeXk6CIgjJkLYIwh1IWwQhH9JV9EJOVphYuXIlRo0aFe5qEETUQdoiCHcgbRGEfEhX0Qs5WWFi3759iI2NDXc1CCLqIG0RhDuQtghCPqSr6IWcrDAxZswY/OEPf8DixYvR2NgY7uoQRNRA2iIIdyBtEYR8SFfRCzlZYeLEE0/Ehx9+iIMHD+Kmm24Kd3UIImogbRGEO5C2CEI+pKvoJS7cFejMJCQkoKCgAG1tbeGuCkFEFaQtgnAH0hZById0FZ1QCHeCIAiCIAiCIAiJ0HRBgiAIgiAIgiAIiZCTRRAEQRAEQRAEIRFysgiCIAiCIAiCICRCThZBEARBEARBEIREyMkiCIIgCIIgCIKQCDlZBEEQBEEQBEEQEiEniyAIgiAIgiAIQiLkZBEEQRAEQRAEQUiEnCyCIAiCIAiCIAiJkJNFEARBEARBEAQhEXKyCIIgCIIgCIIgJBJWJ6uqqgpz585FW1tbOKtBEFEF6Yog3IG0RRDyIV0R0UpcOAvPyMhAZWUlVqxYgdGjRzvKq62tDVdccQXOPvtsNDU1YceOHViwYAGSk5O50/zyl79EUlISACA2NharV68GAMyZMwelpaVISUlBY2MjnnzySfh8Pjz99NPYtWsXsrOzsW3bNrz++uvYu3cvpk2bhoEDB2LPnj3IysrCQw89xH0fO3bsML2+vr4eZ599NkaMGIFnnnmGmcegQYPwxRdfIDY2lqvMzz77DJMnT8azzz6LCy64gLuuTjH6vQlnyNQVAOzfvx/Tpk3Dpk2b8NVXXxmmY72bZppj6UfVotF7bvedMdOVleZUIkVXAPDjjz9i0aJFSE5OxqeffooZM2bgrLPOCmkdohGZ2uJ974yepZm2jK4xey+cfI/NvhFG9lNLJGnL7LtF2CMcNssojZkujZ691TvB024TqeOuXbswfPhw5OfnAwCqq6vRv39/LFy4MOD6SNIVz3ciIlHCzKZNm5QbbrjBcT6tra3Ko48+6v979OjRyttvvy2UZvr06UH5bty4URkwYID/77FjxypLlixR9u3bp2RkZCitra0BeX355ZfKsmXL/OlPPvlkpbi4mPs+rK6/5557lBtuuEGZMmWKYR5tbW3c5anceOONytq1a4WvcwLr9ybkIEtXiqIo77//vrJ8+XLlzDPPNE3HejeNNGekH7O8FMX+O2OmK17NRoquWlpalMsuu8z/2+7du1cpKysLaR2iGVna4nnvzJ6lkbaMrrF6L5x8j42+EUb2U0+kaMvqu0XYJ9Q2yyiNkS6Nnj3PO8HTbhOpY0VFhbJq1Sr/39OnT1f+85//BF0fKbri/U5EImEdyQKA/v3744cffkBzczPi4+Nt5xMTE4Np06YBAFpaWrBnzx6cdNJJQmm+/fZbPPXUU6ivr8fgwYNx+eWXY/v27f7eAgAoKCjA6tWrMXz4cCQkJKC6uhrp6emoqanBqaeeitNPPz2gzLa2NqSkpPj/fuihh9DS0oLY2FikpqbivvvuC0g/ePBgw+vfeustDB06FJs3b0ZNTQ3zd1i+fDkmT56MdevWYe3atXjggQdw++23o6SkBDt37sSKFSvQrVs3AMDkyZPR3NyMgoIC7Nmzx7SOTz75JB555BH885//RHFxMVavXo25c+eib9++AeX/5je/YdZt2rRpOPfccwOOsX5vQg6ydAW0P9N169aZpjF6N40016VLF6Z+zPICjN8ZJ7oyO6cSSbr66quvoCgK5s2bh7q6OmRlZeG2224Lupawhyxt8bx3Zs/SSFtG13zxxRem74VdbQHG3wgj+3nllVf6j0WStsy+W4QzQm2zjNIY6dLo2Vu9E0b2zImusrKy8Ktf/QoA0NjYiOLiYsyYMSMgjVZXvXv3xhtvvGGorXDriuc7EamE3ckCgB49emDNmjUYOXIkAOD777/HqlWrmGlvvPFGZGRkGOb18ccfY86cORg1ahQGDRoklOZPf/oTzjrrLLS2tuK8885DamoqBg8ejAceeAANDQ1ITExEcXEx8vPz0a1bNzz99NMYP348evbsiV69eqFPnz4B5SxduhQjR45Ev379/OX+97//xSeffAIAuOCCCzBixIggx4x1/ZYtW/DDDz/giSeewObNmw3vf/To0Xj22WcBADfddBPefPNNnHPOOXj44Ydx5513YtWqVbjqqquwcuVKbNu2Df/4xz8AAB9++KFpHR944AG0tLTg7bffRkJCAhYvXsycIvHBBx8Y1k0P6/c+77zzuK8nzJGpKzN43k2W5lj6scqL9c7U19fb1hXvuUjSVUlJCTZs2IBFixYhLS0Nv/vd75CQkIAJEyZw50GYI1tbRu8dz7PUa+u9995jXpOcnGyalwxt6TGyn1oiSVs8dp+wT6hsFi96XbKefdeuXQ3fCSN7JtoWNGPRokX47W9/G3RcqyvAWFtJSUlh1xXPdyJSCbuTNXfuXFx//fVYvHixX1innnqq7d6hkSNHYuTIkbjhhhvw0ksv4fe//z13GnVuemxsLIYNG4a1a9di+vTpKCoqwqOPPoqcnBycdtppSEtLwzfffIOnn34aGzduRFxcHKZMmYJHHnkEs2bNAgCsXbsWa9euxdy5c/3lbt68GXV1dZg5cyYAID8/H+Xl5Xj11VexdOlSdO3a1f9i6q9funQpkpKSMHPmTHz22WdoamrC3Llzcffdd1v+JmoPQ05ODo4cOQKg/eN14okn+tMUFBSY1hEAHnzwQZxyyim46667DOegjxkzxt970dbWhpKSEjQ0NODdd9/FsGHDAtKyfm9ysuQgW1dm8Lybes2dc845TP2kpaWZ5sV6Z7p06WJbV1rMzrHwqq66deuGfv36IS0tDQBw7rnnYt26deRkSUK2tszeO55nqdfW8ccfz7xm/Pjxpnk51RaL3r17M+2nFeHSlpbp06cHacvK7hP2CaXN4kGvS6Nnf+211xq+E0a2sbm52ZGutLz//vtYtmwZ933ptbVjx46w68rudyISCKuT9dxzz6Ffv34YOXIkZs6cidbWVsTGxpr2Xtxwww3IzMwMOr5lyxb89NNP/ikOxx9/PHbu3AmgfZFg7969TdNs3boV69evxy233AIA2LZtm3+oMjMzE48//jgA4Prrr8fvf/977Ny5E5mZmYiLa/8Je/bsiZ9//hkAsHLlSvznP//Bc889h3379qGkpARDhgzBgAEDsGHDBtx///0AgDVr1qBPnz64+OKLcfvtt/vvhXX9gw8+6D/f0NCAmpoaLgcLAHPx4CmnnII1a9b4/1Z/B6M6Au2N6fvvvx+zZs3CpZde6hejFq3YDx8+jO3bt+Pll18OEpXZ7/3ggw/iwIEDANo/vF27duW6T6IdmboyQ9WV2btppLnjjjuOqR9tY0Wfl9E70717d9u6GjJkiOU5I7yoKwA4++yzcfDgQf9zLykpQd++fUlXEpCtLaP3TtWW0bMEjLX129/+lnmNWV5OtWUGy35aES5tWVFaWmpo9wn7hNpmWcHSZWVlJfPZm70TRrbxk08+cawrAFi3bh2GDBkiNL1Sry0v6Aqw952IBMLmZH300Ueorq7GJZdcAgA477zzsG7dOgwfPtxW70ViYiJef/11/O9//0NzczN++OEHPP/882hra8MFF1yAdevWGaYB2nsMV65cib1796K6uhr5+fm49tprAbTPAx82bBgSExMxevRonHzyyejbty8++ugjTJkyBenp6fjuu+8wd+5cfP311xg/fjwGDRqECy+8ELW1tbjzzjsxZMgQjBgxAl9++SUeeOABpKamoqqqyt9LoGJ2PQAsXrwY//73v9HU1IRFixbhmmuuCbh+5cqVKCkpwSuvvILhw4ejpKQECxYswIQJE/Dvf/8b3377LS6//HJcfvnl+Mc//oFbb70V+fn5UBQFb731FubOncus44IFC/Dyyy9jxYoVWLNmDa688ko8//zzOP/88w2fSVpaGrKysvx/z5kzBzk5Ofjmm29w1113Gf7eKSkpOP/889HQ0IAuXboIvQedHdm6AoBPP/0Ub731Fvbt24fHHnsMU6ZMQWJiol9XqtFivZtGmsvJyWHqR4WVl5FGY2JiHOnKSnNA5OjqySefRGZmJp566incfffdyMnJQXl5OR566CHMmTOHdOUA2doyeu/OPvvsAG2xniVgbPOMnn9ycrJhXk60BbC/EWoPN8t+avGStqy45JJLTL9bhDjhsllG76yRLq+//nrms+/evbvlO8GyZ051BQCvvvoq5s2bx/wNtLqaOXMmVq1axdTWK6+8EnZdAdbfiUjFpyiKEo6C6+vrA16WhoYGNDQ0ID09PRzVIVxi165deOyxxzBnzhxccskluO2227B161YUFhb6Rapy2mmn4bHHHsPhw4eRlpaGhQsXokuXLrj66qvDeAeRBemqc0C6Cj2kLYKQD+mKiGbCNpKln8eZlJTk36ODiE66d++OCRMm4LvvvkN2djYmT56MyZMnB6XbsWMHBg4ciKysLJSUlIShppEL6arzQboKDaQtgpAP6YqIZmLCXQEielEUBe+99x5+/PFHbNu2DYMHD0ZRUVFASF4WRUVFeOONN7B69eqg6ZAE0dkhXREEQRCE9wnbdEGCIAiCIAiCIIhohEayCM9RUlKCpqamcFeDIKKK1tZWf+QogiDkceDAAVRXV4e7GgQRdWzbti3cVXCE6yNZra2teO6559C9e3ccOnQIkyZNMkybfOpJyP3DrVLKja9sX27WnNkiJT+zMvQYlclKb1U//TVm6XnS8tSZt0yjvKxQ89tVODXoXPEnx+I3t+zDeUOS8eZ7h5mhfInw60qPGzpz8h6K6ERW/nb0YKeePPmxtPWH2zLwwYojeOelnrjgyt3CeXcWhLR1mjxtaYmvCPsWlmGhOTtQD1a/gz69DMzK3PbAH4OO7du3DyOH90ZGWiw+XltJ64kMCIXNstsm0SNiz8JRZjTCslmvPpOLaU8exON/zkLhlANhqJVzXP+S//3vf0dJSQmSk5NxxhlnmKZVGmoQn9Ho/7u5KlG4PO0L7/ZLq+bPW2ZzZkuQIOMr44SvkZXWzjmRa8x+F+1zVtmzZw9uvecAVr2fh+fnH8Jj9+fgL09VCNelM+BEV4C4tkScfVnwlsHSoVV6kfvRd0DwOlhOfiOzTiKrurO09cKT3XGwqhVf/ONYjPpdKd4/bVvABpREByLaaquplVKmLKfKyumQ7byp5YnkK+IYsfJ3w7HSl8GqA4va2lr85tcFeO6xHPy4oxkTrsnBXxcfRkxMaCcJLV68GM888ww2bNgQ0nJFcFtXTpwdJ99qUftjhFVbUDRdpPPJ33rhnQ+qsXX9cRhz414cf2wvXDxuT7irJYzrTtbWrVvRo0cP3HHHHbjsssvw0Ucf+c8VFRWhqKjI/3drdaCw4jMauRqDbjYAZb/QIo6Qk/yN6ux2+fqyeKmpqcG4MSdi3hPdcULvBDz7cA6uvGkf3nm5J667Y5+LtYxMnOiKF9mOg1He4TAYdnVgpisgNCPopqNfDAdr5Tt5WLyiBh/99RgkJsbgjed64LdX/QKfrC0N2G+LaEdIW0ecOVl2nB4nTgbr2viKOMeOC4+zJbvedrHjTLFoa2vD78bl4tbfpeH8c7rg/HOAbTub8NCUHDw256DptXV1dZgxYwaOPfZY5ObmYty4cQDaN5h+99134fP5cM0116Bfv3547LHHkJeXh/379+OBBx5gpjn99NORkpLiz3/WrFnIyMjA999/j4kTJ6Jfv35C9+YGQroSdLJkzyIIF7z3EY5Oz1CyZcsW/OnRCvxj0THISI/F3+b3xGXX7sVfT/sh4vbPcr21nZubi7q6OgDtHyUthYWFKCws9P+deFwvplMlIiDel82qMaQt0yqtaINNJL1Ivvo689SXd7piUG+5Q0dN/5wn3XoMfn9TGoae1R7ONTbWh3de6oGLx+3B2Rdv9+80TrQjQ1eAfG3ZeS/c6JmTnafIaLVInla6Er0P/XM+cOAAps08iE/ey0NiYnvv+oBTE/Hwn7Jw83XH4cN/1nDn3VkQ0lbvXo7KcuqcJGfXBR2rrxDbaFqmA+PWKJMM9L+x07rOfjgXJ52QgBuv7ojoOXNaNn5zyz589Nc8XHZtqeG1S5YsweDBgzFu3DiMGTPG72Q9++yzePLJJwEADz74IP7yl79g//79mDZtGiZNmoQ9e/YEpSkqKsIJJ5wQkP91112HvLw8fPjhh/jXv/7lCSdL1GZZIWpr3LIH4SaSHCxWJ6AeRVFw3fiBeOuFXHTPbv+dc3Pi8P9eyMW1V5+BjZvrI2oZietvym9+8xvcf//9eO2113DFFVeYpvW1+ixfXrsvlFG+Xu4RsOtg2SnDashb39izO0RulH77nv6YPnIHylo1jb5k4Myz47B7925ysnR4RVeAs2l6ZmV7RZuyDapZB46TqSesaw4cOICTTolBa1o9ylo7jg+6AJj+7EnCZXQGRLTlJnadgOTsOmFHKxphOa4yncAdB67C6Cs+wP7WwI6KC0bE4a2/n4eHnh3kP6Z3Inbv3o0hQ4YAaN+MV2XPnj3Izs72p9H+nZ2djT179gSlYZGXlwcA+OKLL3Dvvfc6vVUpyNAVOVbeaqOKwONgAe1OlhLbhuw+zShrbfYfz+kDKLFtUBSFnCwtqampePHFF21fH7AeIqMR8aw0FlMKecShf3FFR8RYf8uaq6vPn1U3O+u99Gm1eRkdMyrXrREvgo1TXQHB2go6zzlVlxU0xWpaHU++Zsd4RoPN3n9erRjVQ1bACp7ph6St0CJDWzyIjl7JGLWKdtx2rHgZOnQoFi1aZHg+Pz8f5eXlAAI34+3VqxcqKir8abR/V1RUBB3Lz89n5q8oCl566SVMnDgRtbW1yMzMlHJfTrCjq3BNA/TatzVSHSstdmIsRAOeepOUWMWVnodwvqBOF2PaabDxOpWyGsRa7Di0blFVVYWTTjoJZWVlISnPq1jpyqiHyWhNpJnzLevZmr37Tkd93NKUjKiFdvK3KscNSFv2CEW0PFlrjiIBt9aAyZ5aqGfs2LGYMWMGDhw4gOuuuw4333wz5s+fj3vuuQfz5s2Dz+fDPffcg/z8fPTo0QNvvPEG8vLykJeXF5QGAFasWIG9e/di5cqVuPzyy3Hvvfdi586d+Pbbb9GzZ09Mnz5dav3dhmf2BcC/PtXO2n4ASKiyvCyIpgzxa7REg0MlitecWpl46s7iE1uQd3xHNLmyQ6kB4rAzYmXYwDkqQKfetZWz4jTUs52GpGhUNqfwrOviiYBmh+XLl2Pr1q1obm5G3759/XPbAeDNN98MmqveGWHpCuh49+0aIOa77TCKoVX+Vul4Olb0DhxPObLSiKQXGTHzfyck6QogbTlBNKAFTyNeP2oVXxEXNLMj6ajMG7LN6yTqNLjlzNghFE6k2/fUpUsXzJo1y/+3qq1TTjkFjzzySEDaadOmBfzNSjNq1CiMGjXK//fs2bNlVzns8NgbI8yCqGm/o3acKqd0RqcKcMexkh1Q5q233kJMTAy2bNmCxx9/3FadPOVksdCKQ5ajIbMhYlWWUXreIBVOy/ICbjlYAHDmmWdi9OjROHz4MG655Ra/qPbt24fU1NSAiEuEMTJC/xP28WJ0LNKWOG6FMtfnndTRZ4Iu5R1bXdbl+ALOs5wtfV5OUfNy0zHxyjRAIjSwZl+YtRu6px/xdx7yon5z9Y5VkubvBoNRKbujVbZmBxncd6RMvwvlKJXMgDKPP/44/va3v2Hs2LGOIhp6yslqboxD6U+BViG+Mri3zjQPnh5niT33drEbQtpO77bd/NwYPQOMf/9vm9OQGBu4v0h5ayNWrFiBqVM7NqrTLiJWF/guXbo0YIHvW2+9hbvvvtt0XnxngaUrILgHz8pwWL13zZktQc82HM5bJDiCItFFRdaxNTOOV7YmYFNTetDxiooKDBpkvDiftGWNr8XH5bDwrrEC2CNWgLFjBXQ4V0ZOlduEwsEip6rz4ItTgpyL7ulHTK/Rntc7XKyOeq1zlaRztPTOFY9TZTsom81OZ1mzsdxCdPq8lrq2WKbNqmurQlFREebPn+8/prVbMgPK7NixA01NTbjpppvw+9//Hueeey569+5tfeM6POVkxTT6kLIjsEqsl5u1AJw3FLkT3FzjJWORvt08nTpT6uJ8t0J8jxo1ynT6w8qVK1FQUOBvFALtUdUWLFiA0tJSvP7667jllluEy40WeHTVlGH8bHm15URj4Vw/aaejQVbgC7O8tL+r0VQZu04t0G5ciouLTdOQtsTROgOqI2VXGfEVcQHOlUrlyR3RtUScDxkjWKFydrzkXBn9bpuaslHbEDiiu635IE5JCEWtope42FZLp4oH7fdRP3JlNGKltY1SgmhInjkVKbg1m6ywsBATJ05knpMZUKZ79+5IS0sDAKSnp6OqqirynSw96suuX2+Qp++xyGgEJHnzPI0nkUZZuHvVQzEVUR9hkJWfW0PGy5Ytw1NPPYUBAwbgyJEjSExMxPz58zF79mxs2LABPp/PE5GVvIiZroDwactOXkadBlZRMfXXONWrWf2dTCtm3VNzVaKrUzFIW9YocUqQU6U+kd5Zlf7jv0jbG3Ddt4ePAQDsOhj4+6mjWPrRK3WESi1Ldd60ZbDQ5l9f0SWgrqEIwsGC19Fzo3wnTqYXnL3OQlJsC/qkBfcubD9sPFSrHb3Sj1yxHCuVhozgtiYAw2jWXsCro1darKZ3uoHMgDIFBQUoKCjAggUL0NraitNPP91WnTzlZCkpbag9wXxxo/7h8M7F5ZnqxJOHvtFjFZhCxMnhKVdWWm29ZTiCRiHkrcp3ypgxYzBmzBjmuSFDhmDLli1SyolklJQ2NA2qZUcKlNDLJuv9AcSm0fGULfp+69OLdhTo70OG9vVlW+lKVs8pacuamLg2w2l/KnoHS0vvrEq/I6R3sIBA5yo5uw59LJwqEULpNLi5Vk1GmWaQc+Ud+qRVBDla+kBO6hITM8cKYDtXXh918qpzZdehYjnSTpAdUGbmzJmO6+QpJys7uQa/P3cNvq9p7+Xbfjg7yIHicahEo9mx1jEYpjWIJmh3jZUb8IRn16aVWa6K2TSr+IzGoFETwj2yk2tw26nrA3QFBGup7FBq0AeRNR3NSSATKyMh2qGg/7fo1FeRkWeRMmSPYItoy61eQiKYtMQGXFHwnf9vdYQKCB6l0h/XO1WpmvYGy7kyc9b0ZZuVDxivB7NCdF+uUDpXdp0qnnLt/l6EM3gcKqDdoUpAoEOVXNEKPfXZsUHOlXbEyuzbydP25Pn2igToiDSnyuj+ZTtTkYQ3vAIdp3bd628Q8oxUsRY1ur3Gwyhcu9emC8pC9L7MpnMZ8W39sYhXYgOOlbXUG6QmRFF1xeoNbK5KRHxGo6HWZGnLLJSuvy4cU3F5pwF6HTsBdkS1VdnaFZvqj2OcoT2uQsGug5kBzoneqdJHB9RPDbRbphGhchhCEfbdjmMlEoTELWSHmtanmT9/PkpKSpCUlISBAwfi0ksvDen9OaWhNS6oM1DbzkvRjFKpzlRSRXDDvyE70e9YAYFrj/XTAZ12Tsnq3DKzj+GKQutk6p8dB6u+LYFps+rbSoXzCjeeao0cakrGh6X9/X/r98mKr4wLiAij9kaYzZtlRT2zE5WFN2pfuBt5ImVbOU5meZmuvzr6+wZE+8lI7VhDUhmH0kxv9tBEIyxdASyj1fFMnWpLm78sRNYWuqFBUW3ZDY5hpC2mrg6l+kfiSVuh53BjEv6+87SAY9oRKnVNVa7GkepyoCkgfV1uu8pUB4sVOIN3VMxNeMtweyNfVhl67IxOsda3mTmrTpAZapqVpn///vjyyy9x6NAh1NXVRZyT1dwYh7Kve/j/1o9UJVe0+p2q+AO62Re5qQHOlepYqd/PeAQ7BmWHUoVDwOuxc71sh8ooH5mh4wExh9JsHR2g+d3O4s4yovCUk2UUwh1gbxKnDTttFBlN/X/A1CIHEbnCgeg6FbvprK7n+Y2tpo6pDWB9tDvCPVrq4v260u87x7v5opEDru98YK77svFehQvmdEhG/Q0j/kmK2sl7bff0IyhD4DeNtBU62lpiUF/RJaDRn1qhjk4p6HKAPRm9Ljc+IOy63rFiOTQsh4o11VDNU4s2//qKLkIjN3adK325MnCyEbHZPVsFEDFiS10eqmoCHbGfGmJQ9c16LFy40H9Mvz2CzFDTrDSvvfYaHnvsMaSlpWHTpk227i2cxNX50G1n8CiV6lA153Y4NEdObb931oiVUVAnPUYzpmSvY+bZEFkWoQ4pz4tZgJJoxFN3Fl/tQ1Zxe5W0YgHgD4hh9ALoe9ybqxID1lCE6iHaLUdonykXGqVmU7T0o1TaD0VQMBBNeu1kJDfnFre0tOCpp55CSUkJioqKXCsnUomrBXp97EN9ViwaMuKQgA5d6Y2REVp96bXlT2Pz3ZcVfCWUWDlYonnoR9dZ3y61uc6a5Bef0YhmG3Uwg3RlTdwRH3L/EwtAYZ7XO1OA6hC0+hv9rGAWu47+n7VnVjys98zSRyXUh0O3M/IlOjVPpoMl6lyJTv8zG7Gy81sNHTrUdB85maGmWWkOHjyIjIz2j/yTTz6J5cuXC99DOIk70oLunx4IOs4apQJUG1YLoN1hspqiZrTWC+BYN+ywLWP2jTbr9PTSXl3q76WOaJmN4rHC6APsdXRe5OGHH0ZsbGxQoAxePOVktSZCeO6s4RoSjTPAM33Ibk+yFTw93lbX24U3YqLoeZajBXSMjCRUxbV/EAzuvTmzBc0SZ2HU1tbikksuwcsvvxxwfO/evfjb3/6GlJQU9OjRA1dccYW8QiOI1kSgqk/7WjdWNCXW9AlAnrZ4EIkWaJXOrrZ413m5uSWCmbZSdrB1FTBFU6K2SFfWxLR0jFYZjU5p98qyO2Ki3y9L71ipqOWrdWDlEymEYk2XipUjZbRfmV1khppmpZk8eTKeeOIJNDU1Yfz48fIqHkLU0SrW1D8gMMiP3qk6tWtgkBh1jb8eEefKDixbxDt7RIuRgxXu0SqjTZ+BjntPYUR5NBqhdIrstY4VFRX48ccfccopp9iuk6e+uFnZ1bjxxk8AICgSGg9mIjFqDJo1rPQYTT/UnhPJhweRBp6bjT//tRa/MaA6Wu3H/A6Xpty84yvw67zNAKYGXL+lpifiWgJ/m4NNe7BixQpMndqRVj/1Ii0tDVlZWUH1mTVrFk4++WRUV1fj8ssvF7jL6MINXWlHXuwEfOGZsmoWzY/lbNkJIsGbTkaHhem1ZnPzj45SqdoC2nUFHG10aNKdc9xPRxsYHXo51NyF2cioqNiCQYMG+f8mXYnTnOrDngsSmKNTv0jbi8Fdd5pe/1VNgf/f+uiArJDuKlpnSgvLsRLBzJFwmrcVPA4gr3OldZqMpl9qy9WPDrqN7FDT+jQXXXQRLrroIplVDilN6XHYN6SLZqZFbYBDpTpRA5JLmNezA/20w4quK8vBkuVUqbCcK9nrq+xgtORGHzqfFZSEtYZOO/0TaA98wbJZ9W0JKCoqwvz58/3HtHZL5lrHoqIivPnmm7jhhhtQXFws9Pto8ZST1cXXhAHJJdhUf5xpJDQWPCJxuoeN6GhXpE2BcoJfxBmNaAL8QS60H5j4yjjghFr0Sasw/DiyGDVqFGbPni1cp61bt2L8+PEoKCjA/fffjzfeeEM4j2hArysVWboCAjsD7DgkZo6UGdE8lxvo0FV8RiOQ0YhaA101Z7b4GyG82srOzrZlPEhXHfiSWhHXrzpolIoVbn1o0j4AwPqGnqZ5aqeusfbMYmHmfLCcl1A4FPEVcYb1CuXUQ9aUSxX1d+gSEJik2R+MBGAHJCHcRd3bUT9SpbVfZt851d7pke1gGdkflmOlnxbXYDA6ZdexcnstFWuUSr8XGa9T1ZDdnpd+2icPhYWFmDhxIvOczLWOu3fvRk5ODpKSkvgrx8BTLZTKlhT8tXxIwDF1ryyrKCxBa7IkjPhYwepp521gilzDOyWLJ0/RaVlW6PPxz4c+LnCfM//zq0rEp1X9sP34bIw8nqsI2+Tm5qJbt25IT09HVZXHJ/66SJ2SIKQrfXAMLaK64o3kybMPlIxr3IR3bZmdfbb8jY3jfmLrCkDpT9koy0jF9sPuaot01YF+nyygfURKPyoFBI5aqelUtI6V2QgWK/IgYGzI6yu6+K/RO2wyR61kOVO8+fLAcqaM0I4M1uUk+P/NmvZJuI+6t6MIeqdKOxLixuiVyKiV1sFiOVe8jlUoN0vWO1VqG9vIsQLYYfS1gUkA6CI+dqyjk4HMtY5ffPEFqqursXz5cuzYsQObNm3CgAEDhOsU/paJBnVvBHX0Sm0Eqg+YFb4dCH6xmzJCu5jeTjl2RtH0ATx4plMZ4WTKIqD9zTt+Z9aCUzVqj36tiT6KpBMURcF7772HH3/8ERs3bsQLL7zgn9++cOFCpKen45577pFWXqRxqCnZrytA4/zuSAnSFQA0ZQR/UDsIDttuhNYg8OyPpRIKPelxEnKdNx/D0Oy6xcDtHD2m+Q3V56f+n6Wr5qpElEqa+kK6siYlJrhR8Yu0vX4HiuVsAWynCuiYuqbHqKGvHT1jBW/QTpXTO1u8jpQTR6c5uyWko1ZGjpV+LzIg8P7NylR/c9Z6uh01Oag4nBtwbE/9IZEqEzZhjVSxpsN7YVogj2MVbqcKMA9SARhPAVRHptT1c0Bw8Dr9ViR5HAFKRJG51rFfv35obGzEtGnTEBMTg/T0dFt18pSTpYaaLkW7QDr27wkkIChGZZzQUCMvdqcUhrK8UPTeq/XR16s5U7dGDUBpVSLKMlINw6GajZA4wefz4U9/+hP+9Kc/AQAWLFgAABgwYICtnodoo6UuHmVf90BpZoeu9L1R+g+iihNteWG3erOROP1ImMxgN1YY1UOrK6DjN9RGFNRGdmI5WrLug3RlTUVz1yBHiuXsmE1ZM9uLDgh2sIyCZ6jHrfZ2CvW0NytHi3dzYKN1Vfq8WaNW7AiPMI3wCAT+lm7tmUXwYRS8wkmkQDsYdzhbY+VYhdOpAoKnAQLsESsAAVP+AOgCk3TcC29wEhnIXuuYmJiIp59+2lGdPOVkxTYa7/Fi5A3DoIEho1eaNz/efESmErm10N4of9HABdo0+jDTpVWJph8Lkf2ZCOfENsIf9VGPPgwuwJ7iZ0dXXliTqB+FlTHCzTtSJXJ9QIRATX6iugKcLbQmxGhqiTXdvwpob/Sz4nSyRlcA/hEWN7CaEmd302On+1ip582cVRWzPcJYZZlFfOydVUnOVRjRO1a8I1TaQAxWOOnY5vnWynCsWJsn28FsH0uzaYBazEaq9NGKQ+FYeZ2QOFkXXnghHn30UZx77rmm6VoTAz1hPdpQ7gFh3DVp2Fs/Hr1e4uiJyPon7d+OIpAJBhcwykPkuB79B0EfXc5/zxb1ZI2Q7KjOQmxj4GfxUFNycELCD4+2VF0B1tqSqSs7a4/cRnaYdp68rdBryu/kAqa6MpoWqNdWdXOiUDRJoh0ebWk3I9Z+uczWALH2tVLhcbB4Gv28zpDoOiNtersOl51yjRxYFvp1a2apzRws/e/s5H6JDnh01dAaj+9rjuFyqvRr8kX3mrIzVdypc2XkWBmtTRJ1qng2PeYZrVJhOVbaTlmWU+XEoVKXDrGORxqu1/iTTz5BSkoKX+LENuCE2qCNT/XoX0Sj6WkqZo09sxEdEedJn97t/a28gjpVSdtI1YqXFcI9ku7Py3Br66iuADC1ZfbBV3VltKbKaceF3bDrboyaqe+wl95P0lV44NWWr8WH1K1iGtCHX+cZeTHDbBqdmyNhVqHRZWDmXCVVmP92TgJVGK2ZiySqqqpw0kknoayMtX15eODVVUNrHD4v6Yjeo19mYLxm2JyEKmNHi+daXrRlhGJKoAynSl1jxZoGCJiPWAHiDpbR9M9ow1UnS1EUFBcXB+zFYkbXhPZ9XgJ6LzTnWesTtMf1iOxdxXPOjOA1S+J7B3kZ7bQlI9R75unBkRVNprMioq242Fb2ZsNH/691tsw2F9Qj8n7bmaLLytts1EyWoxVK1PWMZhjpSj0HBBpu0pYzRO2Wk/2jRJwgVmPfKFCG9rxZOeFyIOorunCtuzKLEOjUOQX41s/p6yED2Zum6tMAwJtvvokTTjhBar2dIKKr5sY403WmTqZEGzlarHSiOJ0aaDVixdvW1dedtREwwA5eoV9jBQTaGTPnSoXHgeossytcdbKWLFmCK6+8Eu+99x7zfFFREYqKivx/NxxqAICAKGisUSqzoWI92saZWw0o3ilIbmM1KiA61dAqaiErH9OGtgs9OEbGav78+SgpKUFSUhIGDhyISy+9VHrZ4cRMW3pd4UhNwIdQ/3Hzj0YKjlSJ6ElWaHOvYHcEjnWtukbRbEonb94yHSzSlrW2WmtrmXm4MYLEE+BBi9YJsXK2woGVM2N0f07XrFmVy7OOR2Xv4W6o0jlqh2pSsH79eixcuNB/TL/Rt8xNU1lpYmNjkZqayj+LKASI6Kqtuk5oDypRtN9bs/z0e1tp0UcMdCuohdF6MxU7DhXQ7lTZdaxUeKMDmgUnAeQFKJHZeZGUlIQXXngBffv2RWlpKR5++GFbdXK1VbNr1y6Ul5ejuLgYtbW1OOmkk5CTk+M/r//wJJ2QxxwiBqydKRZGEbxkEsqeb7MF/CLrYtxozFp9QPSNeFkTGIyMVf/+/fHll1/i0KFDqKuri7qGoJm2RHQFONeWLIw6JVg6tvsOG3W28IzK8W6LYDUFmXWfWgOtrSOPrrT/twqOIQJpy1pbib17cYX/5oVnFMXJRsKyR2R4Yf1Gopsk6yMDWmE2Suf27zB06FAsWrTI8LzMTVNZaf7973/j7rvvNq1DqBGyWb3yDfNxGk1adUp49rQywszBcrTu3qKj08yhAoLXVLEcKxW7jpUWntEo1uicW5GHZXZezJ49Gw899BC6deuGiy++2HadXP3STJkyBbt27cJHH32E2NhYpKWlmV/QGAPs6Oh5CUfDz+3ofnYQ7TW300Dkzd9245axn4+e8sOpiEkIfOp1DQlYsWIFpk6d6j+m/SAbGatXX30Vjz32GNLS0rBp0yZbdfYyQtpyqCsgdO86bwAKGYEqzN5lJx0RPNOUraJ7cpfFWCun/7uhKZ5p6JoqKgKm7ugbOqQtTrtlgJ01Qfp1TrwOlpMpi6FA1KFSkRVpUYZTJXMUUOamqaw0Bw4cwIIFC1BaWorXX38dt9xyi7S620WWrpxOS2/KYDtYoXauRNdRAcajVADfSBVgHLwCgKVjpZ1lxoJnhIqnU7elNZZps1paY1FUVIT58+f7j/G0B+10XqSmtpf/7bffYsyYMRY1Nsb1bq3evXtj+fLlXGl9LcYbDrvZyDMa7bEqUzQqDW8vuh6eqIJWi/Z57sUonbYhZzT9kGtzWpsNyVGjRmH27NnMc0bG6uDBg8jIaH+BnnzySe53MJLg1ZZeV0DotGUH3vrYmY7LOyrmZJqt/jqea1lOl9u6ys7ORnFxseF50paz+zJad8RKx4InPLkWvRMQrlErI5w6VUa/pZsjVm5Nr5S5aSorzezZs7Fhwwb4fD5kZnonBL2IrmREeOWNDChzWqBh3TjXN4s4Vv40FY0Bo1SAdURAoH1DYBWrqX/bD2cznSsrx0r2zKnCwkJMnDiReU5m5wXQPs3wf//7H6666iq0tLQgLk78Xjz1FVbirENN28Gt0O3av+32TMusm6zw8Fr8PRwG0eWA8K6lMTJWkydPxhNPPIGmpiaMHz8+bPXzAlpdAeHXVrim2Boh6gDxYuUEsvYjCzgf5jVqpC3niAaW4HEKeBv+2nRec7hU3IoOKPN3dAPZm6bq0wDAkCFDsGXLFllVDilKrGKdSCJ6R0qPXcfKDLO1VTyOlUp9dizqszu+M6xogEDwFEDe9VQqfdIquEPqhwuZnRe7du3Ctddei1/+8pd466238P777yM9PV24Tp768sZ1aWaGmtYjMp/TToRBM5wEs3A6BdHpyBpP2fo8ZDYAedeZiGBkrC666CJcdNFF0sqJZLS6AuRoy+l0Ot7pqLIiFlrl5RaqplidMaStzouo0+PUIWA5XLx5ynLQrKIBWu1ppYdnBNBLgT4IMcy+ZXZH+HmDZphFcg0ow0YdnTpXrKl/QHCIdUA8xLpRVEAj5wqw52C5ZYtld1588803juvkKScL6Hgp7O5orcVJBDARjKKBOV0zIoJ201KjUTVeJ8+q3qH6XQl5uK0rQGwdn9l7apXOrA5Gadx6P0W3abDSopNOITeidxLiyBw1MnISeMKfi+YpK70IdkarvORcNR5OAnT1aa5JCEnZ0YwvztlIlh0Hi2e0yuk31mrfKi1aZ0rFyKnS1s1oCiDP3lWndt0b4GjxOlcBx+2sj45i2+UpJ0td7GbVS8ETVtruOgoerNY/6esiki8LMwdKe94KOw08nvVi/rScvTrNBhHQmqsSgwJftDUGf2gIMXh1BbjTE8Va+8TTMREKeNdVyp6KK7oVgpG2WMFk9GnbGmNdi+ZEtCN7Op6VkxCJG+Q6mf4nsm6NRq+iDydtQjPnyo2w6yIRAkWCbRg5VUZTAHmcKiB49Mos3LrVczBsWwr+jkqLj1mW0uJjpPY2nnKylBYfsCPFVvQzgL2oPdLhDRttJ0+RAAOsPHgdLPW8VXRBwh3UD5ab01zdys9u2TyjWDyjv9q/nUQENHIg9XmK9p7yRBck3MPX4pPmYEWzc+DWiJWWaP79OjMi+zfanQ4ow7kCzIM+iDhXPCNWZhsC8zhYZs6ViGOlJ5pHpezgKScrptHnfxHdWGhohsgUOFkjR6Lw9HgbXScSAIB3lC5U0QUJZ/hafUjZ0fHbhyOyoEwtyHiPZKznEh15E7l3rQad9OIS4SMUjf5IGMkRcbBEIgW6eZ+R8LtGM6yRDCdrrFTcmBIYKsdKHXzgCVxhtLZKiyynSq0fC7Nw8DKWLkQCnrLObkVBM1s3IdpA0abnXcDPM83PrQhndvJzEqqa8Cah0JXMvEXyEnGAImk9oVFdSW/eRXZDPNQBMsIBzwbMgPN782qERcIcs0ARIsh0sGQ5VgDfqBVgPnLFA69TxbMcJyC9DQdLPd8ZHC3Lr86OHTvwwQcfoLq6Gr169cKQIUNw+umnu1ObxDbTKGi2PGyXQ0zzTCOSMeWJJ10oHTWvRECrq6vDjBkzcOyxxyI3N9cfTWbLli1499134fP5cM0116Bfv37SypRFyLRloSsVGVE7rdI5jYCpR/Sd14/AOinDbgcNb3AMkXOkrQ5CabOUOMU1x4bXKbBTvl2Hw05ZPOvHzOoTTufKrWcroq3HHnsMeXl52L9/Px544AHbaWQQSm3xOldaR8YoFDvvzCjeGTlaG2rlVOmjBBptDKytl5FzBfA5WCLrqhxFCvbYCJbburKD5a+7du1aXHXVVfj555/x0ksvYeXKldi/fz/++Mc/4rrrrrNVqGFlYs33AzDbq4kXszUQvFPqZIxAyRrF4h1ZszM6JdK4FM2fJcL4qljExAfmHdMQgxUrVmDq1Kn+Y9odvpcsWYLBgwdj3LhxGDNmjF9Uzz77LJ588kkAwIMPPoiioiKh+oWCUGnLSlei8D5/Jx9v3mmwkYJdpxTgv08jgxfT5GPmW1FRgUGDBvn/1uoKiFxthdJmuYUbTgcrT9YGwWYbHos4LEb1DOWIktvrt+IOxQaVEVsTi/Xr12PhwoX+Y3a19Ze//AX79+/HtGnTMGnSJOzZs8dWGlkaDZW2fK0dAQ6sRq54HSu7yNjPysyxAvicKyOsNgjWh1jXd7Kyfl831qwZOVesNr2vhW2zfC0+FBUVYf78+f5jdtqDdnXVq1cv4fu2/Nq1traipqYGF110EXbv3o0bb7wRTU1NWLJkCV5++WXccccdwoUa0dJqHQVLdChTdJG9iKMly6FhITrdkDcvQMxpM0JUdPqgF2WmqQMZNWoUZs+ezTy3e/duDBkyBABQX1/vP75nzx5kZ2f703iRUGmLR1eA2PMWcYLCMb1NVpkygnQYRRY0+n1EtMUTtdOI7OxsFBcXG56PVG2F0maJEMoRFbOyWI6VipmDJUo4pud5ZS3V0KFDsWjRIsPzvNrS/p2dnY09e/bYSiOLUGrLzrRAXsdKpE1lNlJltVEw0OFgWW0SDPA5ViynCuDfHNhJtEWAz8GyGq1yMlhSWFiIiRMnMs+5rStXnKzCwkI8//zzuPfee9GtWzdkZWWhoKAAgwcPxpIlS4QLNEMx8F69iBNHKhT797DK0h4TGcGT4jS6FF0wPz8f5eXlAIDk5GT/8V69eqGiosKfxouESltOdWXHwdKndytAhB4Z2hIJYy8rxLthXcIYtTNStRVKm6XipkMh4iTwjlapyHSq3MLOb+v1tWm82tL+XVFREXSMN40sQqUtn8HjkzU6BfBFKDQbqUqqaP82N2QHfnP1ThXg3LEywqljJWPTZR54N2Z2itu6soPlHfp8PvzhD3/AnXfeiTVr1uDzzz/H3//+d2RnZ+Oaa66xVagR4YwuCHQ8cKd758h2opxMJzQLACBzDVe4oguOHTsWM2bMwIEDB3Ddddfh5ptvxvz583HPPfdg3rx58Pl8uOeee6SXK4NQactMV4B3pt1Z6c9qfRfP++XGO+jmWshwRu2MVG2F0mbJDOGuh9dRMCrfyLnSO1ZuOCThDDJhdT/6aIfh2HOMV1v5+fno0aMH3njjDeTl5SEvL89WGlmEUltWDpXMAF0iUwBZzhXPaBWAgD2tAPP1VUYjVoAz54qnDeDEqTKzWW4PoritKzv4FEVxtrW2RJJ65SN/UscHwY0oaKKL2M0aezwNQbtBMXgdNR5nSXSdB29wAqeC2Xb/H/3/Pvfcc7Fv5BWIiU8ISFPx0XIsefghXHjhhY7K6syEQlc8+Yp0TjjFia5EOklkB/Jg1cEOqrY2b96Mc2++Fbm/CW4AdXv/bXz99deOyunsJPXKR/6dzhuxsqYD6h0rHocqObvOU5sbux2Uw4mTteu2jrXBEydOxMrYZCT1OjYgTfXXX+IvFwzFpEmTuPMlAnHDZslYW6XC61TZCVqhhTeAhYwAb244ViL1Um1WW1sbuhzbG/mT/hiUZvcLc1D38y7ExMTYq2gY8NbcvBBEQTNq6ImEfNaecxIOPpQjYSKNQbccLKsIaAlVQIzuocc0CBdD6OHQlfCGgyZaEXFMeNaBWenBTseFWd2M6mqUVsaUQbM68GCmrZhG+2GPCWeEKqS71rnSOlba8pOz6wwNPmsvq3A5Xmqd3Yo4KLIXFxEelFjFte+pnTVWvE5VnskeVuoGwaJ7WAFynCsep8pq6iJrrZXIZtG8+FrZNssnN4ZXSPDUF0V2FDRAbLqc6IiQ1TS9UCF76h9PeXbzp93AQ09cbKvlnhSikTvNnCSj99FuYJpQvtssWPdjdwquVTksSFuRRTim35k5VnbhGeFS83fDIbMzMmVVD9lOVMIhICkp8Fi9/SU2hADq9453ehrP/lXaKICAfadKdahYWDlbPPtZyXSunKwJM/rtRdZhe2W5glt4yslqaQ18wY08ZMMRLhej/fHkIzpi5BTe8O2iI2O8ERYDrqEGnmdpaY3l2tHdTiOf5Xx48aMpOrXRKq2dkW+jPJ1EFyS8AY9DYGe0SHSvLP1oVe+syqC0uw5mmuYl4jCFYrRLxFE0cgydrlsjvAevHdOPiJhtEGwUrMLIqTJzpliIOlaAHOdKhmMlur+VF9sB4cBTThYQLByRl4rZ4yxhby0RnL5YvNOV7A7HGk1tkj3sTHgLp7oC2B9tfb6R/mHVjtDxdqrYgXc0mLTlbXg3IzZyFESdAi1WI1YsB0s9rne0vLQmS8XJKJyKyAigGV6PVtiZsQq7Dog5VlajVaKOlYrewXLDsQLcHbkixPGWk9UYI7RXj4rRiI4/ogvHsLIseEeUZCMz0o5ovgEfBI2g3Ziry8v+/fvx3HPPIS0tDUOHDsWwYcP852bMmIHU1FRUVFTg6quvxhlnnBGSOoUNC10B9tcx8WrL6bolmSO1PMhav2jnexaQRu8cm3QahUJbpCt78Dgxoo4VYO6IGI1YedGhkoX23mRsnEx4B56Q6ypmTpUKayqgGlq9e/oRR06VmUMFmDtVgPVonIropsGiDpbV6JWsTkA32+ZmNuvTTz/Fhg0bcPjwYdx9993o3r07/vznP+OEE05Ac3Mz7rjjjqA0JSUlWLFiBbKzs+Hz+XDXXXeZlu8pJ8vX0v4ymYWY1D/U5qpErkX0LJw2gIzy413DwYPZFEjZC+6tyuS61ubHQjbz58/H2LFjMXDgQFx99dUBwho4cCA+/fRTbNy4EQUFBVHfGFR1BZh/lK20JTIV0Oh9FwmOYXWtG+uiZCNdm1WJQo0N2ZCu5KJ3BIwCWABiDpYeu86HvuxQhasXHcXSO44imxKbBQSJRrZv347Ro0djy5Yt4a6KJXam/umDV2jXWZmtsZI5FZB3lApgL4Hh+ZaL2HJAzMESnRroZcxs1ty5c7F48WJ8/fXXeP3113HeeechMzMTt956K8aNG4dbb701KM1tt92GadOmISEhARdffHFkOVltiQpqTzDorda8NAEvy9EF/WqDUG0MAkCzQTky9tNxMlVIFjKjBdrBzv2b7X2RdAiI0WUZ1wCsWLECU6d2hM4tLCxEYWGh/+/vvvsO06ZNC7guIyMDOTk5iI2NRU1NTcC5N954A++++y727duHlhbvNMjdwkxXgLG2yo7+nzV1gaUtO1MQRfGSA+UWZr+NUScUYHw8tondGKmoqMCgQYP8f5OuxImJazM8x+OQmG0UrGLHAdE7VfpGXFKF2Lojt6PuxVfEBdyn6GibUf3MplQaTafUYrV+TSaye9xZaQDg/fffR8+ePUN2X3bwtfoQXxlnKxKgFlZUQDPHCuBzrowcKsA4WIUKz/RGK7Tfet7lG2q9Amy8hTPFrL/F6JXT/AEgpoVts2JagKKiIsyfP99/TGu3RG1WXV0dYmJikJOTg59//hm7d+9GTk4OACAlJQUHDx4MSqOe//jjj/2aMsNTTlZ8Ygvyjm9/2VXHSY+VN651fpw6QVY95lbX8eQdiZiNKGg/FtoPGmA9ldCIUaNGYfbs2YbnTzvtNCxbtizg2GOPPYby8nIce+yx6Nq1a8C5uro6JCYmoqGhAS+++CLmzZvHXZdIRKsrgF9b2oiEWl0lVAEJVXGGjXrZ02V5RnOt0rLqIlrPUEQx1JZj1YvLs0bOjOzsbBQXFxueJ13ZQ9vg1ztRXcoV1OX4gq5hOTxGe1qxMHOqWHtnuRHYgcdhNCtX/d2MRpxEHT0jB4vHudKnNXK2kqoUdIkN3Gq09oiC9evXY+HChf5j+g4MFrJ73Flpvv/+e/Tv3x+rV6/m/g3Cga8F6Laz42/eTYEBa8dKuyGwSFRAlmNl5lAZBWmzO+NAdGqgEUaOD6/taK5KNCyLd7TMyZqzwsJCTJw4kXlO1GalpKSgra3Nfz4/Px8bNmwAANTW1iIrKysoDQCsX78ejY2NGDx4sGV9XXeyli9fjq1bt6K5uRl9+/bFuHHjDNOmJ9Tj13mb8X3NMeiTVoHPcXzH9JijjaLSow/HrFFhNcok2liSuVeVrPwAvrUoMqdPGZUXmH/HPeo/aAG4vPjylltuwXPPPYfVq1fj7rvvBgBMmDABCxcuxI033oinn34au3btwlVXXeVqPdzCrq5UygBhbXU8Z3vacsNJcRp8QuR6N50v1rcheIsJTXojbZGuHCOiLaUhltn41zocXcqVoPNAh8Nh5EwZvZVGozxGUw/NHBtZDo1VOSKIRgJkle/EwZKxlm3o0KFYtGiR4flQ9Liz0qxYsQLTpk3DnDlzuO9FFiK6im20dqy0zpWRYyUSvOL7mmMso/+ZhVQ3inrtdBq3LOeKhdX6XsMOTgNHi2cfLf1v5fY0dzOb9Yc//AGzZs0KGP1duXIl5s+fj4suugjx8fFBab788ktMnjwZgwcPxksvvYR//vOfpuW77mSdeeaZGD16NA4fPoxbbrklQFhFRUUoKiry/11b2QSgXQDf1xyD7ulH/A0/AEjZ0V7dpgz4G4Ys4jMaA6YzubEwPlSI7NHjZh20GK2PAzqmkbF2PFc/cPrhdTfo2bMnZs6cGXBM7Vm89tprXS/fbZzoSo86MgV0aAsAYPAxZ2krnLriHTl2SzdOvi+Ga9dY2tI5weHQVrTrChDTVlt1LcdIkS/gHADDkOt2MHJKrNZ0mdGc3SJtiiBPubyOld5hZY0K2tknjMexkjllMhQ97vo0qvP2yiuvoLS0FH/7299w9dVXS7snK0R01Vp/hDlSVdWv/Xno11YBgU4Va6RKZI0Va02VmVMl01Ewi0ngL1+yY2W1hppVB96RL569ynimftrFzGadf/75OP/88wPOPfnkkwF/69Pk5ubi66+/5i7fdScrLy8PALB06VLce++9Aef0Q+hJJ+Thte+H+v82WuStPijtlCVtw797+hH/Wi0AQIjDuBsRtGbMYP8dFZFpjzxTG0Wjs5mVa7WOR0/ZodSoWkwZbpzoCgCwI8VvJJoytJrSJgoclfQ/Zw9qiwferRCc7CUnYy0nS1tlh1JNDev2w9nMxgAhjoi2UrLyA843ZAc38oPH+dv/rx1V+UVaewPw28MdnSBWYdatGv1OI+aZOVqieVvtEcYKrMEauTKbasmqk7aM5Oy6gN+U5/dUv5E8UyGdIrvHXZ8mJycHM2fOxCeffAKfz4fMzNCtNwPEdNUtNS9opKohI3jqn5UzNSC5BACwqf44Zp14pwB61alizRIya2fJ3iLJLJ9wOFReJCRrslauXImCggK/yAxpjAF2pPj/jId++gz8IYzVRZEdD7L9BYikPQCsesDNGmRm61T0ebPKs6qTWyMT2mcH3WyBpMo2xMYGCjCuwXhheWeHV1e+2kBdqQQ84xMaAzo1tNpqZthi7XotM+yumTLLxywPUafJbn3ciGiqR/stM/q99Q2C+Mo4ZO0EoFn+EdegIPlgsGGr565J54NXW22alpfqYKkOBe/aH9XBMiLUzpXTvHhHj9R0Rs4Wz/RDkfqp5ai/n96BMprWGSpk97iz0gDAiBEjwhZZkFdXzSkxqDoxVuNUdXT08UT/U50r/d+qs6V3rqxGq2Q5VWaBv0RGq+y0c504WFbX8DhU6sikFv16OpWYFoXpjMW0hFejdnDdyVq2bBmeeuopDBgwAEeOHME777xjXJnajsWO1QUdx1Vx/TpvM4B2gajC0DYM4yvjUIpsoUXgvE6M3UZe8LoKsTUk+vR2IwqKlqnPQ3t9fGVcwJQx7eiVfvSxNLOjJwhoN2zddoLZ6CP4EdFVbCOQ+1Ur6rM6egNV4jMacc5xP/kN1vc1x+DzkuPRhI5nqa7bKjuh4zrefbFYx3m0ZTqK6oEpiioiOuPpBdRqq1Qz713bo6pShkDHOaWq3cCRtpwhoi0lDjjSr2PqX5+jjpXqOA3u2rF6/6uadqOmH62SNVUtXHs9Od00mLUhs1m4dS0869aMRse0TlWXA4HxUutyA1fYsEbQCDGEdJXShvRf7QfQPkp1ate9fkdpQMIhAED32K4oaw1cu7apKR2b6o9jjlypjpV+xMooCIOTiH88MGdWOAwowbMmCpAzTZ7lWFk5VSqqc6UdoYxWXHeyxowZgzFjxnClbUkJ3H1bRdt7oUddfxUwtU7ToLeLVSNP1j5YIjjav4qjvlY9/kGNQTW9ZpQk5ajY/L0ZO+OCdlSvLgCqCzr2rnCD2tpa3H///cjNzQ1aYBwNiOrqwODYIKOhdl6oBkw1TOqoiV5b+lFmUUTWFlpNW/WCg8XCTr1Y2vKj+ZYlVAWHtdWuTVD/c1Nb0a4rQExbiV2bghr+LAdL/Vt1tICO6YBGI1W8GpPlXGmdEd48nTpYovmzRgfNwqzHV8QFjVSxHCqWU6Wdhmh0n0mVLejSGphfQjV1crAQ0VV2co2/U107KqV1sLT/1zpbWlumdsir6B0ru6NVdp0CszgCRvA4WCIRA80GFnjasQm6Nh7vaJU2OAlrhDLSuOmmmzB8+HD87ne/M00XkumCvBybUYEbb/wEH5b2DwgzXfpTNsoyUrE9PXjOLHD0Bc1oNFzDxQvvfFPeqX0ioadlwRtN0HQ0zmDRvWljEIEfKb1jpZ1Hfc5xP+HanA0A/mhZT7tUV1fj0ksvxcaNG4POff/99/j000/R0tKCwYMHY8iQIa7VwwuclHUAs8a/hr+WD+mYGrEjBdiRgtLMRLx2aCi6p/cHwNaWP5gJx3ojEXhHabWjW+GIDCoLI0PK0pYeVVv6TihtFC11tL+9UeKOtkhXgfROrMK0/svxVU0Bvj18jH9kqndWZcCIlYresWLtYcWLU+fKbHRMv2+VEep9ON08WItZNEDt1Er19zUKs669P+2olepQqaNTrDVd6qik1mEemrQPwHTzGyOk0CO2ETekbQLQPjqlov23lk31AwDwj1aFyrGysj88ASxE17JbRQxkXqOZvcRjh4wcLNY6OoC9lk47QtnuPD9lcWf2kL3/XG5uLrZs2YLKSr7p4J5yspJjWjEguQTfp7ULRR9mugwpARFkWDjZO4cnT7vT9eymtRNeWmbYdj1m07n0+2IBHR8R9aPmHzk52iPlFj179sSPP/7IPPfEE09g5MiRKCsrw6mnnupqPbxAPGIwIOEQNh2dElh2KDUwCEtlXMe0zhBrK1zw3ofIKJr+t5MZgEK/mbS2LFVbfdIqNAbLHUhXfPzwYy//v40CKpgFU7ATdt0MJ3tM8SC6ebAd9GvXWMFCjOrCcqhUZ04/xVNPh4NFhBJ1OuCAhEN+58poTRXAHqVSSbG5pkr2iJUWJxECA8qy4VTZQe9gAR2jUwBQdWK77oxGqfRr6bTTP9URSTeQvf/cn//8ZyxdupR7VNZTTtbB1mQ8sv0KAMbeu3Y6oFXPtyxkv6x29+Uxcp6Mpl3ZXtTP0ThkOVNm0zrVEZSyQ6l47dBQfH/cMXhTt/Y1qbwRsbGBgS7i6lqxYsUKTJ061X9MH4mIteeINhysnq+//hrPPPMMfv75Z8yZMwfTp0d37+T+1kT8qfTSoPDeqtMUsLmwxXvjtvPuBLu6ErlWTcsczbbQjeV5kzn6eTpt6dfQAcDnJcdj++Fs9EmrCNBWbGMrksqDDfruigoMGjTI/zfpSpwDLV2xoPTcgBEq7eiUyN5OZoTCsZKNSPna+6uv6OJ3gNRRQSDYmVLPa69jlasNSBKH9pGvX6TtDXCeesR2xX7NlLP1DT39Uzu/qinw/3uWRewuQg7VbT6sqo8LGKHi2asK6JhabRc3RqyY15hs6muU3ginbVSe0Ssg0MHSh9HXzqgIHqUKhDU6OVJz3teiMKce+loUFBUVYf78+f5jWrsViv3nvvjiC5x11lkoLS1l/FrBeMrJqqjvimTWwj3N6In6wJsyvLUAnhcnDcFQIhJsQ/+h0Ef90fY6qR+KT6v6AWfx1WXUqFGYPXu24XnWniMADCMo5ebmolu3bsjIyOAe8o1kKuq7+hviaq+SGqWzObOlPWqnRlvaz4JXtCVTDzKm69r99oh0fmj3fFGNFgt1DV1zVSJKqxJRVtmDS1vZ2dkoLi42PE+6sqaqtgt++LFXwDoqJ46VjPVVdpwr0XJ5y+D9LdT81HroHS0WZtEC9SNWqnMFgOlgaf+/v7XGf06dBqrWY9YAnrsmnFLZkhLQ4a4fnfJvOXI0vX6tKgvWen8VJ4EXHK2VP+poicx6sAqXbgXPvRrlpw1SYTT9D0BQkBI92tFJoH2EciQzZTCFhYWYOHEi81wo9p/btGkT2trasGHDBsTGxuKcc85BQUEBjPCUk6WGcDcboVLDSYdiepxo77ZMnK7xkjEFUZvedHRDXTtXlYiyjFR8juMD984y+Ui6RXV1NVauXInt27dj27ZtOPHEE/17jkybNg2zZs1Ca2uroVijCW0Id3VaoB6ts+UUq3dRZOSVdzRXFLtRO1n1EcWqXH1EQa2uADC1pa4zIF2FlpgGH1K3Bo+c8CA7GiCv42O3XBHnjXdfKa1DpC+jpaIbADD30AKAVIMy9A4Waz8y7egUC3V9ndHomBvIXjvCSjNjxgykpqaioqICV199Nc444wzX78sOR+qSUPpTtv9bmWIwmsKDkXPllYh2dkaonHzn7V6rH7HK00wDZO1NBrDX0OmnfKojlPedYq9eVsjefy43NxcVFRX48ssvERMTg/T04HvU4ikny9eCgKlLItOWnKyx0F8XSudKlnOo1tvufVvBjPqm64HRTuXUh5d2ayM/I7p164ann3464Ji658jFF1+Miy++2P1KeISY1sANvPXre7TY3bpAn1Z/3CsjYlqsNGN0jYpMh9SyU0TTOVGWERy6PVQNBtKVMVpnIZTh1EMR3l3UyeB1NM1QHbUkgwAWetSIgDz3qh2dAtgh35MqAO28GlbZCeW1SKytDjgWf6ge69ev9+sCCJ6Ky0L22hFWmoEDB+LTTz/Fxo0bUVBQ4FknK67Oh6xie9/XUDtVMuwb73S9cGDkXAEwXB6iog2lr3WqtOvn/PfukulwY/+57OxsLFiwgKt8TzlZbYmKaQNQj7aRbxT5jtdp0oqEFdxB1iiSaSh0h9hegyXQi6+tL2uBqdEHQStUdVNpIjS0dmtzpCug49mLwBMtUDStiLac1JH3Wp6ITVZof9vmzBbLfVv0GguYvnEC6SqUKHHs6HRu4/aolZ2yZKEfBbNyrAAEOFf6SIfa6Yas6I6A8aiYlsqT+ffKGjp0KBYtWmR4PhRrR1hp3njjDbz77rvYt28fWlq81/GlRRu5ThtgQcWt6X92cCvIRLhgTQmMB4KCWKhol4SIBCUJ2vInCvGUk+WLU7g3EmaGGWc03sz23bFqBIk4aOFeQ2WFzClWZvfK+rjpR7+MiC87gtiYwIDGMXVN4hUlAoiLbRXWlX6U0uwdD8UolVc1Jnvqogxt6fccialvRvwBxj4k7gV06jQocUpInCu3owN6oUy1PNVpVZ0t/UbARiOGRmHkWaNUWqcqILy7piz9aJzM5xyKtSOsNHV1dUhMTERDQwNefPFFzJs3T9o9yUbrWHl9yp9TZDtVMtaYqY4VYL1Xl9VeZMDRWWpH01g5Vb7mVqbN8jVH3h50nmq1xMV2/IBWiwFNz3E4T6JYrkvSNZTcWiPGs9YqlFOzzNaU+P8OVWUIQwI2GHZJV07g1YyIDkXydQPTcPg2I3gGlcG4TnRfFcI+MXFt1okEcTJyFIppgSJlmO2fpQ+1rs+3mTHlUB/EQo8+SAZrTZV+pEy78bBRXdSy3UT22hFWmhtvvBFPP/00du3ahauuusrV+3FCW2zwXptmyFyDHkrsOFcyHEuzdhuPY6WPVGy0ybNRZMLOhHffPh3h7EXX1kH2dCUzWPnx5B8qZ4unEUh4D+ZaOgZeXEcFiL/fRuntajVUI3cqpCtvk5xdZ7hPVCim2vE4PbLqIcvBUs9b7a9ltjExi95ZlYZTAlVER6jcdq5U3Fg7ok9z7bXXSqqtuyhx1iP3vLBmOIUbK+dK1JGyNXDAsCtWI1ZaeBwrINi5Yo1KRsuIJAvvvHUAmhvjmD28ZuIIdWRBkb2qePM1uwc7a8pkjKjpr+VaP6N7dloRy9yYVQbbt2/H6NGjDcNRRxPNjXEo/Ym9Et0tbdmNuieirXCNUnFPN+Z853mjd/rTW2x6HM7GRGfSFQC0tcQEOQpuOlZuhVp3o2y7GxTrnRoe5wowD2KhRX8fVtMMQ7HRMhGIEqu4Gkwi3Li5ybEWqw46EacKYO9RZrUmX+9UyXKeIwVPvYW+Vh8ziIRZxDy7oZeNEJ1qKNoAtLs4X2S0wWyNh0j5IgE9mHULY+PvtddeQ3NzM3bv3o3LLrssIFITALz//vvo2bNnyOoTTmIafUjZERfwcfMHL5H4cRMJAuGkU4KVn/4cz7tr1sPJ4+yxOh7svONOdWW3XDuQrgLxtfhcH62KxI2I7SLqYLE2IwacOVdClFUCcbqgDI3V7LRESPCycyWK7U5OjtkPvA6W1ebPKkYBmfSE2qGSvTVCbm4uXnzxRWRkZKCkpAQPPPCAafmeehvV3gte50k0XLlI8AveF8GocWXVCNRfwzMVUQQjZ0q00So6WiA66qZFOVAOxae7vqEOK1aswNSpU/2HeMLhXnbZZcjLy8OmTZvw1ltvBQjrm2++Qf/+/bF69WrLukYD2qidTkd/zBwSkXz1WnSqQ96ynJRh5ki5PfXQSSeRUt8AZX9Z0PGK9AoMGjTI/zfpyhlWzpCI4+NFx0q/YbCda1WM8lAdJd6NiM3K4C2Lh0h1WqMdcqgM8jq6ybEZImt3eZYXSB2ham5h2iw0t6CoqAjz58/3H7KyW7K3Rrjsssuwfv16/OpXv8Jpp51meSuefEOdvmx6B8OsF1sWXo1+Bpj3yjttgMoaITRj1KhRmD17tuF5VjjcoqIiAMDHH3+MO+64I+DcihUrMG3aNMyZM8d2nSIJX1xH9Cw33nuC7YCFYrqLkzKys7NRXFxseJ50xY+MyHNedKzcKtNqpMlqjRtvMKVI+U0JPrzaxrKLV+2n3VlI3J2GDpaSFBYWGm52H4qtEbZu3YrU1FTcfPPNGDt2LC6++GIkJSUZ1tdTb6y2MegUWS+v3T2wwhnVTC1frRMLWQ1AL3wkWOFwAeCdd97BJZdcgoSEBP+xqqoq1NTU4JVXXkFpaSn+9re/4eqrrw5hbcODVVRBXtzSFY9eeN+5UBliNzpvZDppTiFdWaMctVl2G+bhXGPlNcK5foxneiERWqLNoQJC+023WsvLSqPHaUef0dYxbq3RD8XWCLm5uejWrRsAICkpCfX19ZHjZJkhY9NPWfUQmeLjZm+2kwAcdvFSI9CMefPm4cMPP0SfPn2QkJCA559/3h8Od+bMmfjkk0/g8/mQmcmejtKZcEtbousBzfSin1prVDfRwDJG9bRKK/vdF13/yLvvmWxIV87x8uiKWd287uCRwxrM66+/jsWLF+Ojjz4Kd1WE8LXyb/wcCXihrSTDofLnxXE/WqfOqpPXzXar7K0RcnJysGTJErzxxhs45ZRTkJFhHsXEU18ZpSU48IUWo2h3PI0zngaZ00AVIi+KyPCrSHANfXq3HD2vR/656667cNdddwUcU8PhAsCIESM6TQQ0pcXXPkebcz2eyPsueq2djgE33xWr9VV2vjlOyudeHxYmg0W6CsTXYtwYdDISEmoHgKeuahre9VWi8N6zrPKsHEona9DsIHuBfnZ2NoYPH45Fixb585k2bRoKCgpQXFyMGTNmoHv37iG5t86MFxwsI2Q7VgHpJTp1TnBjawSRTbw95WQZ9V7YnZbD6v22A4+j5eYLY1S+2VRAqwah2wv1Rcv6Yf12nJSSjW6xHT3giqKgtq0aKSkpwmUSHbCidgLOppKaRa/Up3HDyPC++9q6yIr2aZWnek4UN7TVpUsX1LcdgaK0weeL8R+vazuC7Rt3CZdHsJHRELfjWImOPIVr7Vg487VDc3ZLx/ovg+fyj1fXIK3LMUhDTsDx2rbD6NJFPOy77AX6f/7zn9G7d++AMu644w7k5eXhyJEj+PLLLzFq1CjhehL8eM3BctOpkll+C5rQojQjztex+rJFaUYLmqTXyW085WTJ2BuBhdSoLQKNO9Ew0zzligasMGoM89aTF6dzdz/bshZnnXIOzsC5SPS1z2/9SfkBiUjA4MGDHdevMyNbV7xTRu1ExDQ7LhJ11A1jwnIgQ+FMOdFWnz59kN6aia1HPkdf34D2tEoTNuE/WP3VJ0L1IIJR4hTbzoHb0Qa95LR4FSfPYGPFBhyf3Qdd6uKR6ksHAJQppTiMA2hsbDSN3BmKBfos8vLy0NLSgpKSkqDANV6CZbMicY2W6PIKt9fyi7ZTZcLb0RsTE4OCtpOx6ci/0B/nIMYXgzalDZvwOQpwMmJiYoKu8TKeemtlBr4AQt+LYKdxJzoFyUnD1Y31VHamhwHBizBPPvlk9MUv8C024AzlPJRjLw7hIPY374bPF13zs0ONL06RFvgCkKsrt3rW3I72aaQr1nm7yNLWjrbv0TPmOOxRduIY9Ma3+AK90S+gEUi4j+hIFTlJ8nBjKmJWVha+/r8vMbDvYJyhnItG1OMnbMXPVTuRnp5u6sSEYoE+i6amJsybNw8PPfQQDhw4gPz8fO77DTdejuDMg+iyE7far+EaXRMp91vlvzjBdxq2YTNOwun4P2xCOrLwrfJfF2voDq6/sXV1dZgxY4Y/Kse4ceMM0yom89tVRPd5koHdtRi8TpMbaz2MypKBDGeN1eD/Wvk3TvENwjf4DK1owe7DuxAXF7kfVTcR1RWPg2W3UW8X0QiDou9dqLQVjkimZuiftc/nw676/0PP5HyUoRSZ6I5Nyue26xntiGjLCC84VG6tnYoUzJ6BrN/ixBNPxEk4HZuwAW1oxead/0N6erqtvGQv0AeARYsWYe/evfj3v/+N8847D9deey2SkpJw//3347TTTsOkSZOk/A482NVVJDtWdvHaNMNwsL3tW+TFHI//KZ8hAYnY1vZtuKtkC5+iKHKHj3S8/fbbSExMxLhx4zBmzJiA3puioiL/vitA+xA6z+Ze4aK8vNw/RO9VvF5Hbf2ys7Pxz3/+MyjNab6z8VHJ+4a9cUR06QqIrPfWq1hpq7y8HOd3vxTft31Fo8MmRJO2Iu299SpqHY1s1kDfMMQjEV8o/wpD7SKDaNIVEFnvrVexslmNjY0YkPRLbG78ImDLkIhCcZknnnhCWbt2raIoijJixAjTtGeeeabb1XGE1+unKN6vo9frFylEk64Uxft19Hr9FCUy6hgJRJO2vF4/RaE6dhaiSVeKQnWUgdfrJwPXV5Dl5+ejvLwcAJCcnOx2cQTRKSBdEYQ7kLYIQj6kK6Iz4vpk17Fjx2LGjBk4cOAArrvuOreLI4hOAemKINyBtEUQ8iFdEZ0R152sLl26YNasWVxptSFOvYjX6wd4v45er1+kEE26ArxfR6/XD4iMOkYC0aQtr9cPoDp2FqJJVwDVUQZer58MXA98QRAEQRAEQRAE0ZmIrF29CIIgCIIgCIIgPA45WQRBEARBEARBEBIhJ4uTlpYWPP74451iDilBhArSFUG4A2mLINyBtEXw4omttO3uBB5Kamtrcckll+Dll18Od1WYLF++HFu3bkVzczP69u3ryd9w06ZN+Oqrr1BXV4eKigo88sgj4a5S1ON1bXldV4D3tUW6Cj1e1xXgfW15XVcAaSsckLac43VtdSZdeWIka8mSJRg8eDAmTZqEd955J9zVYZKWloasrKxwV8OQM888E/fddx8mTZqE9957L9zVYTJgwABcdNFF2Lp1K4YNGxbu6nQKvK4tr+sK8L62SFehx+u6AryvLa/rCiBthQPSlnO8rq3OpCtPOFm7d+9GTk4OAKC+vj7MtYlM8vLyAABLly7FvffeG+baGFNQUIBZs2bhlVdeCXdVOgWkLedEgrZIV6GFdOWcSNAVQNoKNaQt50SCtjqLrjzhZNFO4HJYuXIlCgoK/ALzGh9//DEAoGvXrjhy5EiYa9M5IG3JwcvaIl2FHtKVHLysK4C0FQ5IW3LwsrY6k648sSYrEnYCVxQF7733Hn788Uds3LgRAwcODHeVAli2bBmeeuopDBgwAEeOHPHkMHt5eTmeeOIJxMTEYMKECeGuTqfA69ryuq4A72uLdBV6vK4rwPva8rquANJWOCBtOcfr2upMuqLNiAmCIAiCIAiCICTiiemCBEEQBEEQBEEQ0QI5WQRBEARBEARBEBIhJ4sgCIIgCIIgCEIi5GQRBEEQBEEQBEFIhJwsgiAIgiAIgiAIiZCTRRAEQRAEQRAEIRFysgiCIAiCIAiCICRCTpYHuO+++/DZZ5+FuxoEEXWQtgjCHUhbBCEf0lV0QU5WmJk7dy769OmD+vr6cFeFIKIK0hZBuANpiyDkQ7qKPnyKoijhrkRn5cUXX8Q555yDM844I9xVIYiogrRFEO5A2iII+ZCuohMayQoTVVVVKC8vJ0ERhGRIWwThDqQtgpAP6Sp6IScrTKxcuRKjRo0KdzUIIuogbRGEO5C2CEI+pKvohZysMLFv3z7ExsaGuxoEEXWQtgjCHUhbBCEf0lX0Qk5WmBgzZgz+8Ic/YPHixWhsbAx3dQgiaiBtEYQ7kLYIQj6kq+iFnKwwceKJJ+LDDz/EwYMHcdNNN4W7OgQRNZC2CMIdSFsEIR/SVfQSF+4KdGYSEhJQUFCAtra2cFeFIKIK0hZBuANpiyDkQ7qKTiiEO0EQBEEQBEEQhERouiBBEARBEARBEIREyMkiCIIgCIIgCIKQCDlZBEEQBEEQBEEQEiEniyAIgiAIgiAIQiLkZBEEQRAEQRAEQUiEnCyCIAiCIAiCIAiJkJNFEARBEARBEAQhEXKyCIIgCIIgCIIgJEJOFkEQBEEQBEEQhETIySIIgiAIgiAIgpAIOVkEQRAEQRAEQRASCbmTVVVVhblz56KtrS3URRNE1EK6Igh3IG0RhHxIV0RnIC7UBWZkZKCyshIrVqzA6NGjpeRZX1+Ps88+GyNGjMAzzzwTdP7pp5/Grl27kJ2djW3btuH1119HYmIirrjiCpx99tloamrCjh07sGDBAiQnJ2PHjh2YNm0aBg4ciD179iArKwsPPfQQAGDOnDkoLS1FSkoKGhsb8eSTT0JRFMO8eNm/fz+mTZuGTZs24auvvvIf//HHH7Fo0SIkJyfj008/xYwZM3DWWWcFXT9o0CB88cUXiI2NtSzrs88+w+TJk/Hss8/iggsu4K6jDIzuEwD+9a9/YcmSJejevTt8Ph+mT58e0rpFMrJ1xdKM/n02SvPLX/4SSUlJAIDY2FisXr3a8hrWe969e3cMHz4c+fn5AIDq6mr0798fCxcu5L4P1vvW1tbGrVcRXQHh05aRrsy+ZQQfMrXF8+7t2rXL9L1n2aCdO3caPmczG8LKy+fzcd2L2bfc7JxKpGgLcP4dIYKRbbN43jkjLRh9J42e8YEDB0w1ymM/jTBrB/HoNdJ1pWLVro8YlDCwadMm5YYbbpCW3z333KPccMMNypQpU4LO7du3T8nIyFBaW1sVRVGU0aNHK2+//bbS2tqqPProo/506nFFUZQvv/xSWbZsmf/cySefrBQXFysbN25UBgwY4D8+duxYZcmSJaZ58fL+++8ry5cvV84880z/sZaWFuWyyy7z133v3r1KWVkZ8/q2tjah8m688UZl7dq1QtfIgHWfiqIotbW1ygknnKA0NDQoitL+2/7rX/8Kef0iGVm6MtIMb5rp06cL5Wv0nldUVCirVq3yXz99+nTlP//5j9C9sN43Eb2K6kpRwqMtI10ZfcsIMWRpi+fdM3vvjWyQ0XM2syFGefFi9M5ZnVOJFG0pivPvCMFGZlvQ6p0z04KRfoyesZlGeeynEWbtIF69RrquVMza9ZFEyEeyAKB///744Ycf0NzcjPj4eEd5vfXWWxg6dCg2b96MmpqaoPNdunRBQkICqqurkZ6ejpqaGpx66qmIiYnBtGnTAAAtLS3Ys2cPTjrpJADA4MGDA/Joa2tDSkoKvv32W3/PBQAUFBRg9erVuPLKKw3zAoCHHnoILS0tiI2NRWpqKu67776gev7mN7/BunXrAo599dVXUBQF8+bNQ11dHbKysnDbbbcFXbt8+XJMnjwZ69atw9q1a/HAAw/g9ttvR0lJCXbu3IkVK1agW7dumDx5Mpqbm1FQUIA9e/YE5MGq45NPPolHHnkE//znP1FcXIzVq1dj7ty56Nu3b1DdWb/9tGnTcO6551reJwBs2LABxx13HBITEwEAQ4cOxcqVKzF8+PCgtAQbWboy0gxvmm+//RZPPfUU6uvrMXjwYFx++eWm1xi95z6fD7/61a8AAI2NjSguLsaMGTP8dbCrKzPta+HVFQBDbYVbV0bfMkIMWdriefeysrIM3/vt27czbdALL7wQkIf6nM1siFFeV155pW1t8ZwDIktbRvfD+x0hjJHZFrR658y0YPSdNHrGZho1s41WujJrB5npVUWrq969e+ONN94Qbg+GW1eAdbs+kgiLkwUAPXr0wJo1azBy5EgAwPfff49Vq1Yx0954443IyMgIOr5lyxb88MMPeOKJJ7B582bmtd26dcPTTz+N8ePHo2fPnujVqxf69OnjP//xxx9jzpw5GDVqFAYNGhR0/dKlSzFy5Ej069cPSUlJeOCBB9DQ0IDExEQUFxcHvPSsvD7++GP897//xSeffAIAuOCCCzBixAicfvrplr9RSUkJNmzYgEWLFiEtLQ2/+93vkJCQgAkTJgSkGz16NJ599lkAwE033YQ333wT55xzDh5++GHceeedWLVqFZKSkrBt2zb84x//AAB8+OGHAfVm1fGBBx5AS0sL3n77bSQkJGDx4sXMIe8PPvjA8l6sKCsrQ2pqqv/vbt26oayszHG+nQ0ZurLSjFWaP/3pTzjrrLPQ2tqK8847D6mpqTjvvPMMr1m5cqXle75o0SL89re/9f/tRFfaPMy0z6Orq666CitXrmRqywu60qL9lhHiyNCWitW7p6J/7wcPHmxqg4DA5/zee+8ZassoLxnasiKatMX7LAk2MnVlBm97ivWdNHvGeo0a2TkeXZm1g3i0r9UVIN4e9IKueNr1kURYnKy5c+fi+uuvx+LFi/3COvXUU4N6y61YunQpkpKSMHPmTHz22WdoamrC3Llzcffdd/vTfPPNN3j66aexceNGxMXFYcqUKXjkkUcwa9YsAMDIkSMxcuRI3HDDDXjppZfw+9//3n/t2rVrsXbtWsydOxcA0Lt3bxQVFeHRRx9FTk4OTjvtNKSlpfnTs/LavHkz6urqMHPmTABAfn4+ysvL8eqrr2Lp0qXo2rWr4YvZrVs39OvXz1/Gueeei3Xr1gV9FFioPQw5OTk4cuQIduzYgRNPPNF/vqCgwP9vozoCwIMPPohTTjkFd911l+Gc4jFjxjB7G6ZPn45hw4ZZ1hUAunfvjiNHjvj/rq6uRvfu3bmuJdqRpSsrzVilUdd7xMbGYtiwYVi7di3OO+88w2suvPBCy/f8/fffx7Jly/x/O9GVipn2jdDrCmhvFLC05QVdqei/ZYQYsrSlwvvu6d97Kxukf85mNsQoLxnaskOkasvOd4RoR7auzOBpTxl9J82esV6jRnYuJyfHUld33HGHYTvISvtm8LYHvaArnnZ9JBFyJ+u5555Dv379MHLkSMycOROtra2IjY017b244YYbkJmZGXT8wQcf9P+7oaEBNTU1/gexa9cu9O7dG6WlpcjMzERcXPut9uzZEz///DO2bNmCn376yT+V6fjjj8fOnTv9+a1cuRL/+c9/8Nxzz2Hfvn0oKSnBkCFDkJmZiccffxwAcP311+P3v/+9aV4DBgzAhg0bcP/99wMA1qxZgz59+uDiiy/G7bffbvpbnX322Th48KD/NyopKQkanjVCvxjylFNOwZo1a/x/a+/VqI5A+wt///33Y9asWbj00ksDnDMV7QfGLkOGDEFJSQkaGxuRmJiI9evXk7ESQKaujDQDWOtq69atWL9+PW655RYAwLZt2/zTGYyusXrP161bhyFDhgRMJ3GiKyvtm8EKCmCkLS/oCjD+lhF8yNSW2bunakuF9d4DYNoggP2crbTFymv37t22teWESNOWk+8IIVdXZqi6stICSz9paWmmz5ilUSM7x2Oz6urqTNtBRtq3grc96AVdmbXrIxGfoihKqAr76KOP8PXXX+Mvf/kLAOCPf/wjRo0a5XjdzeLFi/Hiiy+iqakJd955J8aPH4+CggKsW7cO+fn5mDx5MpKSkpCeno7vvvsOc+fORV1dHaZOnYqBAweiubkZP/zwA55//nn06NEDX3/9Nc4//3z/sHBtbS3uvPNOTJgwAeeddx6GDRuGxMREnHzyyRg3bhx27NhhmBcAPPbYY6itrUVqaiqqqqowc+bMoMgvn376Kf7f//t/+Oc//4k77rgDU6ZMQXJyMpYuXYo1a9YgJycHP//8M+bNmxfUi7By5UpMmjQJ48ePx/Dhw1FYWIjrr78eEyZMwK233oqMjAy88sormDFjBhobG5Gfn49PPvkE/fr1w9y5c5Gamsqs45tvvomXX34ZK1aswNSpU7Fp0yY8//zzOP/8820/K6P7BIBVq1bhgw8+QE5ODuLj4ym6ICeyddXa2srUTG5urqWuFEXBpEmTcMYZZ6C6uhrNzc149tlnERMTY5hvz549Td/za665BvPmzUN2dnZAPe3qau/evaZ6VeHVVXZ2NiZNmsTU1nPPPRdWXZl9ywhrZGvLyFZ0797dry3V0TJ671k2yOw5m2mLlRfgzGZZnQMiS1tG98P7HSGCcaMtyHpGiYmJAboy0oKRfoYNG2b6jFkaNbNzPLoyawcZ6VVFq6uZM2di1apVwu3BcOtK/U7o2/XXXHONo7LCRUidrPr6+oAPbUNDAxoaGpCenh6qKhBE1EG6Igh3IG0RhHxIV0RnIaROFkEQBEEQBEEQRLQTE+4KEARBEARBEARBRBPkZBEEQRAEQRAEQUiEnCzCc6x4J4/2yCIIyRw6dAiLFxwT7moQRNSxfkU+tvynd7irQRBRRUtLC95+qQdaWlrCXRXbuL4mq7W1Fc899xy6d++OQ4cOYdKkSYZpk089Cbl/uBXxlcaR5ROq3KilOEkG9Wiw2CevyeR8cybfixSf0ciVTk/39CPWiQD0Sauwlf/2w9mG58oOpQYd2zZuWtCx917riWdfrkJigg8fr6003I+hsyOiq5S+/XDMTe6FXnab5mzxD2xydp0LNQmmvqKL1PziK+TsqrHtgT8G/N3c3IxRI9JRfaQNN47vholTD0gpJxoR1tbNkaMtXhtjhl37E1CPqkTHeWgxazPIZNv9fww69tXHx+L2e8vQpij4x6pd6NmzZ0jqEmlEs66A6NRWqHQFsLV1163p+HpTIwYNSMLz8z3S+BfE9V/w73//O0pKSpCcnIwzzjjDNG1bTS2AjpeV9YDNnBQRRJw1I4fKKK2Vo8XCTQeLx7my61ipmDlYvHy+Mh/PvlyFj9/Lw9+W1+DG33bHu0sPIyaGBlz1iOiqta42RLWSg4hTFSpnyi1kOVVmKIqCSbdkY/iwLph0cxou+W0pjj82DyPHl9rKr6ysDHfddReuuOIK/O53v5Nc2/ATTdqy2/CT0djjyd9pgzCUjUAWu3fvxm1TDmDxgmPw855m/ObXBfhkbQVSUlLCWi8vEk26Auxpy21dqWVEuq4A4PnHu+NwdRv+s7wXJkw+gHlPdMddf468GU6u/5Jbt25Fjx49/n97bx4fZXnu/78nG2HfkgCGoEaLoLa4gK0Fte6tRQ9F6TnWWtfS2OJSlVZaVGpd6cFCrdqTpkqP+qNWRUuDx+W4tVI9GlRQEb+KZRdIEGTJnszvDzrDzORZ7me/Z+Z6v16+ZJ7nmWfuTJ5PrutzX/fCFVdcwVlnncXTTz+dPFdbW0ttbW3yddeedGFZPcRBPwROjJUKZuZQRai6Vq4SqBisikG7DatZCdauXcsPf7qNpxYewID+hVx+wUA+/mcHs39cxu0LPvPUvlzEka726h2wVE2VbobKSxUrDHOVYN4vKujqguuuGEQsFuPPdSP4xvmbGXnk+xxxxBGm72tubmbOnDmMGjWKYcOGJfdkaWlp4Ywzzkhe19LSwoUXXsg3vvENVqxYwYIFCww3ls0Wsl1bTpO/MBI/P9EhAQTYvXs35/3bF/jtHRUcPKqYg0cVc/l3O7ngvGE8Uf95j/2P8h3Rlf7ooq2/PlzJU/+zh6WPHEAsFqP2Pyv45gWbOfjASiZf4K5zMCoC/0aHDRtGc/O+5Ki7uzvt3PTp05k+fXrydekhlWkPppUbt3vg3Qw59MNYZVaxjMyVbds9iFPVWCUIs4JlZbR+ePkR3HdXBaNG7t85/fafDeWs72zmrbfe4phjjvHUzlzDka5GVoXaNhVUjJUbU3XQUHNDvnb7EMf3M8ONwQrTWCX45z//yRP1e3j5yZFJ41NRVsRDvx3GDy4Zz6tvtJi+d/HixUyYMIFp06YxZcqUpMk68MAD0xLI3r17M2zYMHbu3Mmjjz7KbbfdRv/+5h0qupOt2gqywy4InPa2e0kAg5hm8MtZB3LZBQP56oT9Q9ov+vYA3l7ZxsP3VXLRlVv8/9AsJpd1Bfpoy00Vy622gtBVd3c3189p5NUlVfTqtW8UU69eBTxaO4JJ52zgrPO7s2p0U+BR/7zzzuOGG27g97//PWeffbaj99o9tG4epsyHwsxY9W7qMr1HS1l6D5WdsbKsyPkgTKfGyi/cDBE0a+uu1qMZcdgatnXtSTt+yJgYn3/+uav25TJedBUVdsZKxVRZmSiV93o1Wk7NVRTGKpXdu3cz6pAY2wv2QsqftCGHwoatFYwfPz55LDPR2bBhA8cffzywr1plxrp164jH41x33XUcffTR9OvXz/8fJEScaCvWaZ5o+DW03Qq/jZVKLLEakaCKk9jtNAEMa972rs5vM2rM4z1iVvXhcXbHes43zneySVfgb2e4ao7mh7acoKu2eveDroEtbEtNwwfuO55tBJ4B9O/fn3vvvVfp2qLCLtOH0ejhczKu285cWZmqVFINVqq5UjFWfvV0RGWqMsmsgvkxL0tQw4muYp1QqliwbA3gV2hlrqyMlRdDZXVPt0ZL1WB5NVaqvyuvlJWV0dDQYHq+qqqKxsZGAMsFaD777DMGDBgAwHPPPcfAgQM59thj/W1siDjRlhVGCYlfCaKXBNBr/Eh9v5ukUNVgOUkAdVkQSzAnSF1BONqyy+H80pboKnfQYwCmAnZzeqxIfVBSzZWfxipTmEHPo9IRr0MPo2DHjh0cdthhsmT8vzBL8N2YLzNzZWasgjBVfhCUuQrLTLll6tSpzJkzh61bt3LBBRdw6aWXUldXx5YtW/jb3/5GQUEBp556KuPGjePBBx/kgQceYN26dYwdOzbqpmtLZtLiNDF0kwAGFVOcxmOVJFA1AczV5C/XF5UJktRnwo3hMtNWkB0WfiHasiZKXWllskoLO9MS9czKiIrLT32Q/DJXRsZKxVTpIsBcxmxy/qpVq/jTn/5ELBbj/PPPZ8yYMdx6661UVlayZcsWZs2aBcAf//hHDjnkECD3JvD7SWmTutEyMldGxipsU+WkghWEsdLdVGXSp08f5s6dm3yd0NYBBxzAAw88kHbtb37zGwAuvfTS8BqYA5TsUE8InYyOCDr2ODFYfiWAbpI/PxewcrNqsBn5uqhMWHjVFUSX06lqK1d0Bf5pS0ddaWWyVMh8AFMftMQDZWSuMo1VadM+AbWWpT+omcbKyFQVD26jOOU92Wqm/Kg8HdFvsw8tcY/Z5Py7776bO+64A4Cf//zn3HjjjWzZsoXZs2czY8YMNm7cSGFhIf37908ut5trE/jDJtNceTVWXxy4mXc/92fzXFWDpWKuVI1VtpkqwTkFav11nlAxV2HGIL+SQD8TQL+TvqA/I18XlVGloMv9djgJ7IyWaqdFWNoK01wFtYWRW/z6DB11lVUmK/UhtDJXVlUrI3NlZ6xSTZWR4FTMik7zldyaq6AN1bsdA+lVmL5qTGNXG/X19cycOTN5LHWCvtnk/I0bN1JWVpa8JvV1WVkZGzdu5G9/+xvXXHMNixYtAnJvAr+fWFWx7MyVkbH64kC1ZylxnRuzFbaxcmuq+jT6ux98c7n0dIdJarzxs9rhZbSE1d94N7EoLGOlkvyFkfSp8v86+hNrT5+vuKETNr+5jIULFyaPyaIy7vCiLScGy0mnhZm23OZ4KtoKy1jpoq3m7kJWtA8yOL6D2tpa6urqksdU8sFMwtSVtiYr9YH1aq5SjVXCXKUaKyNTBVCZIbRsnHOUidOfIepKFcDkyZOZN2+e4TmzyfkjR46kqakpeU3q66amJqqqqti6dSsPPPAAmzZt4g9/+APHHHNMTk3gT1DQsS+Rd5t8GxmsII1VJk4Nloq5sjNWfpsqv42Uk8/a1tWbZa0jQvv8fCYRg1QTQpUtPlQTwCA6+/xIAL0mf24Tv97bnZcZW4b6s7fVxIkTk513RuTrojJecKItP3UF/ud+YRiroEyVG12Bf9qaPn06NTU1hud01JVWJqu1q8jQXHkxVoCtsco0VUaCMjIb7+9RS/6C6Dl0U8J28ociaHOl+t3ZYTY5/9prr+Wee+4hFotx7bXXUlVVxfDhw3nwwQeprKyksrKSefPm8dprrxGLxRgyZEjOT+BPJN+qZsupuco0Vm5NVQJVc+WHqQJ7Y6VqqsI0VIKeqAx1sluRNjUJzPx77zTpcxKDgjZWfpoqtwmf0/v5lSAmkEVl3GOnLTuDZWeunGhLJ12Bf9ryW1dm98wHXWllssC4aqU610qlYmVWrcoUll8mQ0WEblZNTLxHxWzpUIHzy1RlYjY5//DDD+eWW25Ju3b27J57lxx//PGsWrUq+TofJvDbVbXszJWVsYJwzFUY1SoVU+XWUPXZ2uHqfc3Diu0vErTGylxZGSsIzlzZxaAgkz+VxC+IpM8Jfn++LCrjP146LSAYbWVDh0WU2soHXWllsjraiujY0Sv5UBXjrGIF6VUrI2OVaarcmikr02AnvjA3nHNrsBI/n+r3Y2eidJqTJpiTabBUzJUuFaswqlWqpsqtiXJz37CNlywzbY9RT7uKufJasYLcSP7cJF+ljc63TWktV98UWdADO22pdlrkY4dFWLoC0VYCrUxWrCtG3zX7muTWVMF+Y2VWrfJapTIzFGYiDHsXbz9xU4Ey+h7M5tWl8m7LKIrj6eXjbZ3mkxcF5xhVsNwYKwjeXOlQrVIxVUEZKlVSP99Pw6W6HO7atWv57W9/y+jRo9m0aRO/+MUvfGtDtpGZAFolf1Yr1EbRq54NyZ/bhE/1fk4Tw4/aRtDaMjDt2PqOQg723DIhEyfaSqBLxSqqDouodGV0TyfaaukuYUXLgQbHN3luV9hoZbIK22DwR+aGKpXWsl6GQwGLB7dRMWi3oaEa13ud6f2MfqGpGJkNOzORieqO3AmC3l3cDVZ/cKyW1wcMK5RCeGQarFRzZWSsophj5bVaFbSpcmOoem3e5fg9bQcMcPwev1FdDnfo0KHcdNNNDBgwgNNPPz2q5kaOykb1ulWsgkr+vJqqIJI+FRKfK73w+qBirsKuWOnaYaFiqkRb4aKXyWrtprSpjeKt+0TSMWzfg6xSrXJjrBKYGSwVY2UmNqeGyuweYW826eYPjKqZcrMhtOCd7uJ9BsvKVCX+EPg9x0p3Y+WHqXJjopze0850WVWwmjr68+ae6p7Hm95g/Pjxyddul5lO7C/y7rvvMmXKFMt25hrdhekLKYF5xUqHXnVdkz+niV8iR3BCIp+wwywJ9HuSvmBOQldgbarMtBVEp0U2dliEoSvwpq1c15VWJivW0Z1msBLVqsxKFRibKhVDlYqRuco0VirVKitx2QUts93GrXBisPxc2dCrmUqtTLoVs+CceNG+qlXCWFmZKq/VKgjeWEVpqoIwVCr02rzL0Ghlmisny/SXlZXR0NBgel51OVyAVatW8fbbb3PuuefS2dlJUZFWoSUw4kU95/36mfhBtMYqSlPld4zI7Lw1IuokUOY77iNTV7BfW7roCrzlfkFoS9VU6aCtfNGVVpGws38R204aZrjEeoXJvCqnxgp6mis7Y6ViqlR2rzci8T7V3ccT7fGjkuXGTIH6Ko+QLub4lm3Ehld4aHFPzOaNrFq1ij/96U/EYjHOP/98xowZw6233kplZSVbtmxh1qxZPPXUU+zZs4e3336bU045hfLycurr6ykrKyMWi3HllVf62taoiJV2UTRmV2DVKojWWHkZAui7qdq41dn1I4dZns40VlamymrDaDeoLofb1tbGd77zHb7yla/w0EMP8dhjjzFo0CB/G6MrvbrhkL2GyR+IsUq+zyb5C6vTzSgJTE3+UhM/s+GffiDzHW1I0RX4Z6wg2IqVbrqCcLRlpysw1lY+6Eovk9UnzvbxPU2VF0OVipW5sjJWTk2VkZic7D4O9vOxVHESiFXMFBgbqkwhx7ds2/f/lGOx4RU9hoCmsmrPCIo607/X7e0bqa+vZ+bMmcljqcOazOaN3H333dxxxx0A/PznP+fGG29ky5YtzJ49mxkzZrBx40amTJnC3//+d55++mmOPvpoiouLmT17NiUlJZx++uk5Y7JKirqSxsqPSlUCXY2Vl2qVkqlyaqRcYGWuEsYqYarMFirxipPlcN955x3fPjebKCrs4qsH/tOXe0XZs26WAOpoqtx01mUmgXbGKrWTF8zj8SctZezaU552bHPrHpa9t4yFCxcmj2UOxZX5jtYUFXaljVbySpCdFroZKzfaSuRrCVT1pdppoTL0M5WW7hLD6Tot3SXU1tZSV1eXPKaSD0apK61MVnGvTk46ajXgfF6VFanmysxYqc4zSsXJ4g2Ja+32cgA1g+V0xUKjnye1T9ytoTIzU5mGymgjaFUmT57MvHnzDM+ZzRvZuHEjZWVlyWtSX5eVlbFx40ZGjhzJCSecQGdnJ//93//NDTfcAMCzzz7LFVdc4ayRGtO7sMM3c5WNxkpLU5VRwUo1VUaGCsxNlVWFUgiW0kLnw70z0S0BDCL5U038MpM9leuMEkIzU6ViqCB9zo+bUSMTJ05k0aJFpudlvqM1pYWdvhgsL1UrXYyVH6ZKVVeZ19tpy8pQgXVnRaXL0VjTp0+npqbG8JyOutLKZA0qaeGIfptDq1hZGSuvpsoIv0ujRphV3fwwVLBPfEbprJGpslqkxC/M5o2MHDmSpqam5DWpr5uamqiqquLZZ5/lzDPPZMSIEWzevM+ELFu2jLa2NiZMmOBbG7OdMPaxMjNXkRirICtVJuZKpVKVqFIV4e8+ZYJ7SgvdL9+vUwIYhbFymvhlopoAmvWmZyZ+qUmfXxUUM2S+ozWlhR0c0W+zqy1kIHxtuTFWQXZY+K0tVWMVtbZ01JVWau0Ta3dtsNwYK7tqlZFwVHbQBuMN8zJxs+hFj3vYDGXM/BlU51AZVahgv/hUVn4ELOfT+YHZvJFrr72We+65h1gsxrXXXktVVRXDhw/nwQcfpLKyksrKSn7729+yfv16PvjgA77//e/zxhtvcNVVVzFhwgTuu+8+nnnmGd/amW3kkrHy01R1ff654fHCgQMNj9uZKqtKlV+makd7H5Pf5yeO7iP4gy4JoN+96kGbKlBL/vxK/PyMU5nIfMdgcLLFTCZm2vKz00LXDgtI11bQpioobemoK61MlhOcLF5hZqzsTJWqoVJBZZhg8pyD5d+tfgY/q1SA40qV2yX1nWA2b+Twww/nlltuSbt29uzZaa8Tc7ZSWb58ua/tyzZ0HA7ou7FSNFVmhioTQ4OVYq7MjJWZqTpUwVBN6CcGSRdUe9yDMFdh9KxHnfyBfQKYmvzZJX6ZSV+QZsoMme+ohh/airrTwo2xCktXYKwtlQ4Lo5FJqdoSXe0jq0yW39UqVVNlt6dTYr5RAqvN87zi1FRZrfRnlrqamSroGcTMApgbY7Vm11AK29JXT9vZbl3yFfwhKnOlk7FSNVUJepirfxkro/lVqcbKaE6VXaVKTFV24yYJjDIBdGusdEr+zHrT/Uz+NuwZxM6M3+3Wlk99u79gjd/mKspqcBQdFmCtrag6LFq7igx/t61dWWVZgJBM1sknn8wvf/lLJk2a5Pi9Xo2VU1MV1ia5xZ8V2Q4XtJsX5tVUde3eTeG/JgCmGqvMIYBWvRdhVKsEc7xoC7ybq7CqVkEYK6emKkGaubKpWBlVq1JNVaahEjOlD6rasupp99Nc5YOxgp6dfLAvATQyVnbJn1nSpxKjjPbRFLzjJGa50VaU5spPY+VUV6n5nBGqnRYqnehgrC3V3C+ftBW4yXruuefo27evo/cEZawyhWFlqFLNSgKjZce9VLESRkt1zK/TVf8S6WrX7v3HU01Vkc0KgE4CmBir8HGjrVSsDJYOVSsxVtHiZA+6hx56iIKCAlatWsVtt90Wccu9o6qt1q5i03NOk8BcSwBT404CsySwx+gJi4pV5sbPKnN+JT7pgZOYZWaw/NIVONOWLroCdW0FbaxEV/YEarLi8TgNDQ2MHz9e6frmeInj5dYTAvJirIwMlRtUFrvIRHVemOpmvwnMjBUYz60KagigzkS5C7hXnGorFbfmStuqlYWxcmuqEhiZK6/Gys5UTSzdP9xoWesIx21+c0810xy/qyeqe9Dddttt/PnPf2bq1KmMHTvWh0+OFi/agmjMlS4JoFHylyAzCbRLAM2MlV3ylwuxKRdxoiuzzgsn2oqi00IHXYG5tpwaKzFV3gnUZC1evJhvfetbPProo4bna2trqa2tTb7e+1k7YG+ujKpWKhUf8M9QQc8qlhElO8yrWXbB0ku1KtVY+TW3CvQTmZPe9ltvvZXKykq2bNnCrFmzeuwCDmRNj7yVtjJ11bJj/zNvZrD8Nlf5YKwgfY6VU2OVaqbMSFyjarbe3FPd49ietl6Gv9/mpqa0hCdzw1TVPejWrFlDe3s7l1xyCT/84Q+ZNGkSBx10kFJ7dcSJtlp3tqadN0oC/TBXuiaAVskfWCeAToxVomKVK8YqH6vEfusKgjNXQXdaeDVWoN5pYVcNzqXOdB11FajJWrt2LY2NjTQ0NLB3714OO+wwysv3746eGdTLxpYlDZabypVTc2UmAMNdrDOGCtoNE0zFyUpPKnOrEmSK0Gx+lS4rASZIVCvP9OFeqr3tN954I1u2bGH27NnMmDGDjRs39tgFvLGxMWt65K20lamr4UcM8dVcBV21cjscMGhz5cRYuTVVXjAyWFaUlZXR0NBgel51D7qKigoG/uu7GzRoEDt27Mhqk+VEW2Vj98Upr0mgH73rYSWAdskfuEsAMzv9rIyVWWwaV7LTtm0r2gfZXxPwnJF8rBK70RWod1zo3mnhh7ECc215qQbb5X0quoLotaWjrgI1Wddddx1r167l6aefprCwMBmIrfDTXGUaK9Vd5zOxM1hOsBq+aLZflVG1CsxNVaKNVtWqsHsEVYTV+Hl/CkrShwk0t5ZQX1/PzJkzk8dS/yCr9ranvi4rK2Pjxo2MHDky7bOyqUfeibZaTIZemBksp+YqH6pWqcMBVStWQZuqVJwaLBVU96Crrq6murqaBx54gK6uLo466ijf2xImTuOWlyQwqN51HYwVBJ8AqiZ/TjCLVUZzhHbs7kNLxu96d3Mpy5YtY+HChcljUiX2ng8m8KKtoDotgqwGQzCdFn4ZKyeoaquzq9Dw99zZVUhtbS11dXXJY27ywTB1FfjCFwcddBBLlixRujZ1eUY/DZaquXJTwUp+3g7japbdCoZ2xgrs51cZGSuzzYC9CEullyLtegtj5WQn98mTJzNv3jzDc6q97amvm5qaqKqq6nGvbOuRd6KtVHQyV1EYK3BftTo0AmNlNVQwCHOVwMkedHfeeWdg7YgCVW1lLimcSwmgSvIH/iSAqsbKa+JnF8OcGCwrJk6cyKJFi0zP52uV2ImuMg2W39rSvdMCgq1a+d1hEZa2pk+fTk1NjeE5HXWl3aLzdisGGs298lq9UjFXYF/BstwzwaGxSsVqGCCkrwZoVK0KsyfQL2Olimpve1VVFcOHD+fBBx+ksrKSyspKNm/enLYLeK71yGfih7mSqlXP4YBBVqzcGCyVZfkF/1FJAiUBjCYBVMGvJFCFfK0SuyEMc6VTpwWka8vPqlUUugJjbeWLrrQyWZ1d+02MlcHya3igX+bKCKs5YWZzrIxQqVhlVqvAWFRuBOXXGNsgBAXOettnz56d9tpoF/Bc65EHaO8sNDRY2WCudKpaqRir4YX9bNuzpWuPUrudGiwxV9EQtLnSOQEEe3OlWrXys2JlhFUsCysJTJDPVWInZGorDHOlW6cF/Cv/M1l63azTIqhqsBG6aEtHXWllshIEbbBUzZVTgjJWTitWfgjKbenXCCNBWW3SKQRLUOZK96oV7DNXbqtWRsZKxVS5wcxgualedbYVGf7OzdeMFFRJ7RgEtSQwlxJAqw2DdUkAwZ8kUGJWeBjNyQm648JPbQXZaQHpeaBK1SrIipWZtkRX+9DOZAVhsIxMVQIVc9W7qatHNctsI2OrtliJ0k3Fym8x+Wms3NCxo1ePhS+629wvMiKk49Vc5dqQQLdVq6CMVQInBkuqV3qQTeYqWxLAChudbVOsCAeZBHbuLunxu+/aq11aldX4Za78qAj71WkB3ocE2lWEg9YVBKeteGfM8G9qvDOm3DZd0OqvQeoXqGKwzPa8sjJVqTipXpmZKqN2uDFWifaYLV6RWbEK2lgFaahyvedCN7o7CwwNli7mKsiqFVgPCVStWvllrKyGCvpRvbJakl8IBjdJoBdzFfWwJYguAUygg8ESgsWvjots6LSAnkMCVeYxqnZaqOpKFad5Y6a28klXWpmsBKoVLLd4HRpot+eWW2MF6b2ACWOlGqBUiMJUCXoRhLnSvWoFPYcE2lWt/KxY2c3D8lq9EnMVDUYdg6nkg7nykgC6Sf5UDJbf5spsQ2khGDIrFjqaKwhnkRiVirBfxkq05T/amSy3QwSDRGUjYzfGCnrOs3IqJBWMRBGVqfK7B8PJDt+33norlZWVbNmyhVmzZildk0vkgrkqzNxbxYchgUEPB8zW6pUXbeUbdkmgruZK1ViBv0MC3fas2yWBQfSwB5EEirbUcNNxoUvlyu+KsNE8Rj+rVn5qKypzpaOubE3WmjVrePzxx9m1axcjR47k+OOPD2y5w1jXvt6LoA1WaVObaTXL6t5GgjQTY48ysIN5VkGsCOh0afVUQXvBbBUZvwSmusP3jTfeyJYtW5g9ezYzZsxg48aNStdkbljsJ2FpK9YZ82Sw/DJX4N5g+TUkMIyqVYIozJXZvDs3eNFWkLqxI+yYZbR/Yypuk0DdzJXKkMAgjBUEb67APgk0Gr7mFtGWNZm6AncdF2FXrqw25AZnFeGgq1YJwjZXEJy2dNSVrcl66aWXOPfcc1m/fj333XcfS5cuZcuWLfz4xz/mggsu8L1BRkHKjyGCmagYNSemCowrVmC+SbDfwwEzxZApAtVlM/0yWJkkxGZmsIp3FFJQnP5IFrQWUF9fz8yZM5PH3Ozwnfq6rKyMjRs3Kl0TZEALW1sJssVcOa1agf2QwDAWsdDNXBW0GpvspqYmxo8fn3ydqivwpq0oE8GodOVXD7vbBBDMk0Cj5A+shy1BdEMCU9Ghh90sCSz6vLCHGSjcW8iyZctYuHBh8phoyz26d1w4MVbg35BAP+ZZWWkrjKqwma5inT1NduJ4bW0tdXV1yWN+5YORmayuri727NnDKaecwoYNG7joootob29n8eLF3H///VxxxRWBNMxqY9+gcCNAQzFlLGABzudZJQTkJMD4sR+BmcHK3MQurQ0KorMzWFZMnjyZefPmGZ5T3eE79XVTU1OPY2bXBEnY2vJiriCcoYFmxgq87W0VdNUK9DFXRobKiLKyMhoaGkzPe9FWlIStKx2GBkLPRNDOWEH+JoDgzVzZMXHiRBYtWmR6XrSlhq4dF160pTIkMJc6LcBfbU2fPp2amhrDczrqyjYaT58+nd/85jdcf/31DBgwgKFDh1JdXc2ECRNYvHixr42J7cuVfF/owgi3mzaamSrA1FhlBieVitW2rj2mYrKqWLnd5M3IXFkZKzvsDJZf5WHVHb6rqqoYPnw4Dz74IJWVlVRWVipdEyRhaSvWqW/1qoepAlNjBWg3JBD0MVegbrBU8KKtKIkiZiWIIglMYJb4gXHcAvs5IflgrsD9prduEW1ZE+tMN1huhwYGrSuwN1aQnxVhcL9Ru1t01FUsHo8bz3LPoLOzkxdffJF//OMffPrpp5SVlXH++edz5JFH+taY3sOrqL7oWluT5WZOlpWpSqA6vwrUjZVVUDITjZEY3Bir1Ic+ESQz8cNcWQ1LtDJYa6fvHwI4adIkPj3zbAqKS9Lu1fT0Ehb/4iZOPvlkR23KJoLWVu/hVRx6wbXJ10FXr8DaYBkaK7A1V5lDAsF+SGCQe1r5Za7M9rryYq4+mvVjAFauXMmkSy5n2Hnn93jPgMcfZvny5Yb3ywWiilnJcwHPD1HBbQJotR9j2MYKvCeA4I+5+uiGHyf/XVNTw9LC3pRWjUq7flfDG9z4tYnMmDHDsB25QBgxq/qifTEryo4LK9xUhCE7Oi0gfHOV0FZ3dzd9Rh1E1Ywfk8mG3/6a5vVrKSgoMG23bihbyKKiIs444wzOOOOMINvjaxXLzlhlii1VNAmMTBWYBya7ipXdMMDM42bDAZ3sO2BksDLNlduqlVuD5WfvRbYTlraCXjUwFVMjlYmLqlWUQwLB3Fz5UbUC75Uro6plPhJFzIJok8DMGGZVtYLsHBII3ve5CrtylWuEoS3dOi7MtGXWaQHRLBKTQIeKMLjf7yxX0OqvSEGKftxWsJxUrIxMFTgzVkZzrHqaqp6CsTJbfhirBJkGyy9zldk2sDZYqUIzC14lO6CgOP1YQavr5gn/oqAjnOqVMgbGCrwvZJENVStwtgy702GBYrDCpSAjTHk1WG7xKwHMtmFLEHwCCOZJYPHunueKmo2vFdQJQlduDJZdpwXYbxysS6cFhFcRBm/mKtZlfC4WzOyhQNHKZCVwarCcBizT8ekGpgp6lnvtFq9wu2t9QgBmxsrpHlNhGSyzNloZrFzuucgGQjVYKaYKzI0VSNUqgZ/mqrBNzFfQ+LE3D6gngpajLgyMFZjHMQh+mWgIvmoF4ZkrITzCNFhWugL3VSvQryLstdMCRFsqaGeyMg2Wmbny0hNoZ6ycLlyxXyT2YvHDWGU+2Inx86kEZbD8GB6YL+LSEcfmyi0ZxgqshwNC/lStQCpXuYRfBssKu1EXoN6zDrlftQL/E8AoVjzOZ8LQFbgzVuCt00K3qhWItoJCK5OVulKTkblyI6RUsYB9tQqcz69SIVUQToyVmyXP7QyWG1TMFagbLN1FtWbNGmpqarj55puZNGlS1M3xBdcGy66KZWCowL5iBemLWGRb1Qq8L2QB7lYKNDNXZvPuhGDIXF0QvCWCZmYqgVHyB9Y963ZzrUCPjYMhmKoVOJtzlW9JoI6ErStwZqwgdzstIBht5auutDJZBZ3dPcxVUMYqMxCB8TBAN9UqMDJVg/b928BYqezXoYqqwVrRcqBve1+BfuZqy5YtLFiwgIEDBzJx4kROOOGE5LlXXnmF1157jc8//5xrrrmGiooKfvazn3HIIYfQ0dHBFVdcQSwWY+LEiWn3vPfeexk8eDDr1q1j1qxZ4fwgPlDQGfdWwTIxUUaoGivQezgg6Fe1AjFXOmOWBIKPIy8UjRVY96xDuMYKwu9Zh+wyV05i1rBhw7I2HrkhiAoWWGtLxVhB8ENto+y0AGd7XDkZFqhjLhiErrQyWQmcCsdLtQp69kL4Wa2C/Q+6arXKag+pRABNts9gqKAqZsEtE6sFN5wMDbRdmn8nFGQ8kUWtUF9fz8yZ+5d7T93h24y6ujqmTp3KMcccw7e//e00Yc2fP58nnniC5cuX84c//IETTzyRIUOGcPnllzNt2jQuv/xyqqvTE+l33nmHZcuWcdppp/m6BHSU+DFEMNVUgTdjBbmxrxU4N1bgbkigmCs98MtgZcYysO5Vh57GCpwlgOAuCQzLWEFwCSB4M1clu6G0NONz9sKyZctYuHBh8pjfMeuss87KuXhkhpW2nNAjTzTpsAB/qsHg3lz5bawguKoVeDdXmUNDCzqNryvohNraWurq6pLH7LQVta60Mlmxjm7XAcnLohUqqwFmYjy3atC+f9sMA3RiqlKxM1hGS7W/v+cAR8MFVXoPzTYVtqtcpRorJ3udTZ48mXnz5pmef++995g9e3bascGDB1NeXk5hYSF79qT/rpqbmykoKKC8vJz169ezYcMGysvLAejbty/bt29n+PDhae9ZvXo1/fv359JLL2Xq1KmcfvrplGZG1yzCrcEyM1WQe8YK9KxagbW5Mqta+kHUvYI64iUJNDJV4N5Ypf6t9zsBVDFV4NxYQXBVK3BmrkAtCbRj4sSJLFq0yPS815iVa/HIDC+dF1YdFmA/FBCcV4MTBKGtoI0VhG+uwLm2pk+fTk1NjeE5HXUVuMlasmQJq1evpqOjg9GjRzNt2jTX93JiqsB4bhXY9+pZ4Ue1yu6BTbQ/SMzEB/Y9G3bGCvwxV6oceeSRPPXUU2nHbr31VhobGxk1ahT9+qX/wevbty/d3d3J81VVVbz22msA7N27l6FDh/b4jGHDhjFgwD6DUVpaSktLS6RBzYuuVA1WpqECdVMF5nOsIN1YQTDmSldjBcGYKzA2WEWtxu/b0tTE+PHjk6+lt30fTrRV0Nltez8zI5XAKPED++QPzCtWYB/ftnXtsU0GvRor0CsBhOCTQBW8xizd4pEKTnVl13lhpytQr1YBlhUrcKYtFfK50yKB39rSUVeBm6xjjz2Wc845h88//5zLLrvMsclysxIgqA4B7Blg7JfCHLTv3x5NldONDr0ME7QyVODMVIF3Y+X3HjFGXHbZZSxYsIAXXniBa665BoCLL76YhQsXcvXVVzN37ty0OVlLly6lrq6OU045heLiYj788EPeeustWltbOeqoozjppJNYvHgxDz74IIcffjiDBw8O/GewwquuMjEyVAlUjVViVUBQM1bgr7myMlXgr7GC8KpW4M5c2VFWVkZDQ4PpeR17BcPAb21lkpr4gVryZ2aqwFvyp5roGZFNxgr0MFdWOIlZ5eXlWsUjFYLWFah1WICzIbYJnGgroauKwn6ONeZGV6BfpwXooa2odRW4yaqsrATgySef5Prrr087V1tbS21tbfJ1Oy2WGwGD+ryqBF56HPyqVHndOT7TYJnx8edlhkMGM68xwmoIo9UGcjoZq1RGjBjBnXfemXYsMUb+pJNO4qSTTko7d8cdd6S9Puyww1iyZEnasXvuucf/hrrEia462vemnTczVKlmCvYbKrCvVoGxsQJjcwX+GKwgjBXoUbWCYMyVKjr2CoaBI211pGsrQaaRSmCX+IF9tQq8JYBusUr+wD9jBdEmgBC+wQLnMUuneKSCH7oCY20Z6QqMtZXaQR20toKsBIOenRagh7lKELWuQpmTtXTpUqqrq5MiS5A5PKXf4Cpay3r5tGdV8q7JfyUeeKMHf/9DPsjx0upOTFXiwWw3MciZQwVVDZZRG81QmSzsZvGKqI1VvqGqq/4DR5rew6hKBepDAEHdVCVwa67sDFWCsIwVRFO1gmDNlRVR9wqGhaOYZWKoIDhTBdEbKzfJH+ibAEI0SWA+EaSuwLhSVZGhK8jeDguIttMCRFtOCdxkPfXUU9x1112MGzeO3bt388gjj5he29kXth5X2EMgTuZUqYwzT2C1X5UTQ5Xe/+9+s92g5mI5NVUQTLUqs0qZSen2bgoL04VY1GI/5yEfcaKr7qKYUpUKepqq1CGA4M1cOUHVUIG1qYLcMVYQnblKEHWvYBg40RakJ3xgnPSBuakCY2MF4ZurIJI/8M9YQTAJILhLAnvt7KZ3Qfr7ivdIzDLCqa5ATVuZuoKeHRaQm9ry01iB/xVhcKergs644fsKOrNvNd3ATdaUKVOYMmWK0rVFfTqoOHZLcuifmypV5r8h2CqVW0PlFad7adnNC8v8OYIyVpnDPwV3ONEVWFepwHr4X4JMU5XAqblyYqCMCMJUgTtjBflhrvIJJ9qKF6klfkZDlEAt8Us773MSaJf4QXjGCsLtWU+Qrz3sYeNUV5l7VSWwqwCD8f6gVtoKwlyF3WEB2d9pkYtotYT7oJIW/q1ypec5VX7MpUo8eKn9/3aGKvWhszIRRkMF/a5iqSy24cZYWZkqs0VKzJbTF8Khq/c+Y5VpqhJPg1mlKoGZuQoLO1MF+WmsMquTkG6mExS1dBvey/suaUJXL+PV/xKrlCWwSwDB3mB5RcVQQbjJH+iZAGZWUCDajsE1a9ZQU1PDzTffzKRJk6JrSEh09YJd1el5kVUFOIFTc+UX2aYtt7qC3NJWGLrSymQNLWzhewNXmJ43r1DBipZxyX8Hbai87FRtNhfLjB6VtH/9oVHZW0tlDwPVOVYq5irTWJnNp9tfpZxtckfvONnPp6Kigp/97GcccsghdHR0cMUVV/Dwww8Tj8f5+9//Tk1NDRs3bvRtK4KwiZV2UTRmV4+hf2BsqiA6Y6ViqMDaVEHuGitQW6BECIle3XDIXsvED8yNFThLAlWTOSfYbUqfK8YKrBNA1WGfQWEVs2KxGBMnTky+fuONN6ivr6esrIxYLMaVV14ZfAPD5F+6suqsAL11BaKtBFFqK2pdaWWyrDCqToGzOVSpD1gx7tb1jxqvqytl/mxOFq/osWO6wiIlgOFCJUHjZD+fE088kSFDhnD55Zczbdo0Lr/8cr773e/y17/+lb179zJ69GiGDRsW+PKzQZJprsDcYDllWesIR0MGVY1UKkGZKnBvrMDbnlbgvVplNJ9OCI+iwi7DifWpONkMPgy8JH6gV/IH7nrW7XrTjYanBY1VzKquTv/7d/DBBzN79mxKSko4/fTTc85kpeoKnHdcRIVupgrCN1ZWhgrC11bUutLKZLV0FxouRgHeq1NGD1NQZspN6TNVCFYPnt1y8HamCuyNVfKztu5WMlZmKz+Cs96k0qY2CgvTJw0XtXRRX1/PzJkzk8cyVyLyup/Phg0bKC8vB/YtQ719+3aGDx/O2WefTVNTE/X19fzHf/wHYLz8rO6UFKX/vv0yV6m4MU5WeDFV4L5aBXqsDGhWrTIzVanDP4Vw8WquVrQcGFjnk13SlyCbkj8IJgHMnE8H+zeoBeO9KXvtbKe0K6NjcncHy5YtSy4IA95jViaJePXss89yxRVXWF6brVhtR6OirSB1lbi/Hbp1WEBwFSu7FR/BeFg19NRWrDNuuBl1rDNObW0tdXV1yWOp2tJRV1rF5eZ4Cf9f4/HJ14kHUHUhir4OjVSm2VAhYTDM8GNsqeq+WqrG0ejnNDNWqew+Yt/377Ra5TeTJ09m3rx5pue97udTVVXFa6+9BsDevXsZOnQozz77LGeeeSYjRoxg1apVgPnys7nIm3uqQxkyaGemEngxVRBctQqCqVipVqsSC5akYlS1DIN8mzcCUFroT09sasLmaJiToolKJajED4JL/sCfipVqr3rmvGEjg2XFxIkTWbRokel5pzHLiGXLltHW1saECRMctS0biFpXme9VJQpTBdEYK6erqoJ3XcE+U1VTU2N4TkddaWWydrb35h/rDk6+NqtMOalKuTFSQVKyw/kYVDfBx62xMloFMHPBCqOKlRlGf6gSf4jOPLjHKd9wsp9PRUUFS5cupa6ujlNOOYXi4mKeeuopNm/eTENDAz//+c9dLT+b7RgZIKfGS9VEZRKkqQI9jBXY71MGasYKwjFXUY9vzybe33OAq04nN8mdXTvs0DH5g/AqVmC8J6WbJNAtVjHrww8/5K233qK1tZWjjjqKVatWcdVVVzFhwgTuu+8+nnnmmdDaqQNutOW3rhLtsMJu39IoqlUQrrECf8yVW6LWlVYmq6OtCNb0Tb7OrEzZzScKErsKlhO8LPvu1EyaGavMvaoyl1bPXDHLaqNMO4yGem7b2R+OU76FY5zu53PHHXekvb7//vsBuOSSSwDnS6bnKm5NkxV2hgqiN1UQfMUK7OdYmRksKwqaO+i1uedagk27mhg/fnzydeaQJiOiHt+ebST+9oUxf0TFTCXI1moV+D/Hymy12zATQbCOWYcddhhLlixJHj/uuONYvnx5mM3TDh21FZSpAn205WSOlQ4rSUetK61MVkFbLPmgODVUKlWaBGab4Zrhp8Fyiu0QCYvvJfU7MTNVYDwMEPYtlaqy9HAmdvPnVFZGFIIj09QEMUdL9bPNsDNV4G0IIOi7IqBf5sqOsrIyGhoaTM/rOL5dN1q71EKoVZLm5u+qE+wSP9A/+QNvPetgPNdZhyRQ6ImqrsBcF247gp3gxVRBsB0WEE6nBTgzV2F3XkSNXiara99D4Xaomwo6GyzlYKNYwUtdpCJ5zGTYhNON/TIxrVb9i8Qfk+LPikyHfBZv201hQXoyWtDcbvvZgjfMjI9T86VqoIzwaqogvGoV+LOHlYq5gmAMlgo6jm/XkY8/L7OcpG+H2wTPDN1NFbhL/owSP7DuWQfzhaT8MFhFnzVT3JyeNBbuavV8XyE7dQXZ12Fhpitwpy0/dBXr6DLcNijWodf0HxW0MlmxTvWV75zg1FglcGOwEg+5ygIYblY3NDNYZm21GoseVsUqYawA00qloB9eTJMVKoYKvJsqyF5jBc7N1drtQwKflxX1+HZdSf375yUxdPuZdnjpUYfwjFWCRBLodwIIUr3KJjKf8VzTVjbqCrxpa9vO/nlVzdLKZGXi1GC5NVOZ+FG9CspEqJgpsF7dJXWDPyeb+0HP3qHMqpXRYiWpfyjEXOUXqoYK7E0V+FOtAnVjlYqRiTK8LsNYgTNzBe6rV06+bzdEPb49G7BK0JwkiU4SvUzsEj/QK/nLxG3VKoEf++/kWzKYDZhpwqn5ClJbunVYpKKqK3BmrpyST9rS2mT5ZZqcEOX8KxXMKmSqpgr8M1aQ2+bq448/5pxzzkku4Z6ttHcW9ki+/ax4uE3sVUwVhF+xcoOKsQLZMDjf8ZLcWeHVVIHa1iFBm6tMVOJdKn5vbpr6vUaZFObj9ghOCEpXEI62VBdDC1pbXnTltEKc+F5zXVdamax4xK0J02B52U/Lroch9WG32zXdCrfmCrytoOgHVktNv/LKK7z22mtpS7j/7Gc/45BDDqGjoyM5Sf+xxx5jxIh9m+xu2rSJ66+/ntNOO401a9Zw++23R/Jz+UXQFQ8jwjZVCYIwV0amCoyNFURsrppbYOPWnsf9XyhSCAGVpC9BWMYK/EsAnRor8N9cGeHke3eDk+0Rci0e6YKO2gpaVxBep4URua4rrUwW+Gd0dNgfy4+NiVUe/tRd6cG5sXKy14OduQLjPxyJ78LqD0Z8ayPxWMYj2dpMfX09M2fOTB7yutT0/PnzeeKJJ1i+fDl/+MMfOPHEExkyZAiXX34506ZN4/LLL+f999/nS1/6Ei+88AIAFRUVFBcX09jYyCOPPCJBTQFVU5VAZ3NlZqrA3FiBVK5ync6uwh5Jgl89s26TD5XVW/00V+AtEXST/CVwkwR27Ojl27ys+PbPiBdm5Cztu1m2bFlyGC34vz1CrsejIHUF7rSluiqyX1UrCE5X4H+nhZ+6oqOT+JZthsdra2upq6tLHrLTVtS60spkdRfuezCycWhZkIYK1FZxyfwj5GWSqJGxSrbFwmDB/p/Dymw5YfLkycybN8/0vNOlppubmykoKKC8vJz169ezYcOG5HLTffv2Zfv27dTX1zN79mx+/etfA/D6668zduxYfvrTn6btLSTsw6mhAjVTlcCJufKClZlKJWhj1dLUJ7JVBQVvBN0zm4lfyV8CN6MQ7OK2k7/7dsYKvPew+5oQGjBx4kQWLVpket7r9gj5GI/C1hX4qy23ugJzbTnNp4LWVtC6gn2mqqamxvCcjrrSymQlMHpwnBqvlrLCUKpZbs2V24ddZedst+Yqc1yzlblSQeVn9AOnS0337duX7u7u5Pmqqipee+01APbu3ZsU4+9+9zs2bdrEn//8Z4qLixk8eDCxWIy6ujqOPvpohg4dGs4PqBluDFUqYZmrhGFKVLRUDZQRVqYKgqlYqXzPYsTyEyd/i4M0V6n4PQTeCD+HL2V+h2GuOuh1e4SmpiaJRwGRS9oSXUWvKy1NlhE6VbjCNlZg/KB6LZ+bTRZ1Yq6UJkQq/iHyE6ulpq+++mrmzp2bNidr6dKl1NXVccopp1BeXs6dd97Jc889RywWY8iQIXz1q1/l+uuv5/e//z2lpaUMGRL+nCa3dHcWeDZGXnFirMDfypUbc2VnqhJEPRww6t9rKjI5PzicdnA5/Zsb5hxap51vYcwLAfPvOKwk0cn2CGeeeWbWxiPdCFJbYc9N11Fb+a4rrUxWvMh+qJnSJoYOK1iq88CCKM0mcLrvgJXBcrvSTlDl+LCCZCpWS02fdNJJnHTSSWnn7rjjjh73OOOMM9JWFrzvvvsA+P73v+9za3MXp+YKwhsamEDVUEH0pipqop5ErBvxTvfVUTOcJn2puOnQCjIRdDuaIYqYYYaX34cTnGyPALkdj4LQFYSvraAQXakTta70eWoyaB/s7o+/E4OlYq78mGtlR1QPvqqp8qPHwU5QHy9bz3DilMf2L8LRFe9iB1sYPny4588XwsONsUoQpMFyYqYSZLupKisrY3d7I23tTRTF9i+PsyPeyIdvfZw27lwm57sjrGTBCi8JoNtYm3ivH+iU/Kny/H+9SgzoFytNHovH4zSyjpEjR0bXsBxBB11BdmsrG3UVi8Xo6m5n965P6RPbP7yvOb6HLtqJxYIx4EGhrclyg6rBCsNc+SEQK3PjdjO3KCaPQvrPYvTHc9X2dzho6CGUxvvQPzaIeDzOKhoYwYGMHTs2zKYKLvBirBL4YbDcGKkE2W6ojDjggAM4iMN4l/9jXPyrFMQK2BvfzYe8w//b9AEHHGC+sqiOk4iFdPzqXQ9r/mw2Jn1mrG5/m+ElVfSNb6IiVgnAP1lNCb2YMmVKtI0TPCPaioZYLMbLb77AKRPO4Jj4CRTHSuiIt/Me/8crDS+KyYqShHnKNFtBDQe0omRH8OKy2szNTzPldu6XWRuKB7f1MFpDhgzhrY/e5OgvjOeo+CQ2sYZelPJBfLmrzxaCxw9jlUqqQTIyXF4MVCa5aKjMWBl/nUNjR/L/WEF1/HDe4/949Z1XLA0W6DmJWNiHTkOXjMiVhM+K4uJi1uxYzYGDq+kV700Le9jFdj7t2BB10wQPiLaiZ/z48RzMmH91Dh7Pu7zOQYzh2GOPjbppjgn8aWpubmbOnDmMGjWKYcOGMW3atKA/0tFeW0EOB0yUiV2Pn1VcDlMHQ2V3L5U2HnrooRzGUSznFfoxgE871/vWllwjbF35bajsEEPlLx91v0tlwcG8yYscxlGMGzfO1X2inkQcBlHELBV0S/7yIdmzY9CgQbzzyXK+WH0UhRSxcddaior0+j3pgq66AtFWUCS+Vzc/z4r4Pxgd+xKv8RxVHMqK+D/8bl4oxOLxuH87dhrw8MMP06tXL6ZNm8aUKVPSekZra2upra1Nvn7vvfc48sgjg2yOJxobG5P7KemK7m1MbV9ZWRnPPPNMj2veffddqqur6du3b9jNyxpySVeQXc+trthpq729nffff5+jjz46iuZlDbmkrWx7bnUl0UazmPXJJ5/Qr18/KioqImhddpBLuoLsem51xS5mxeNx3njjDY477risGyaYJB4wt99+e/yll16Kx+Px+BlnnGF57bHHHht0czyhe/vicf3bqHv7soVc0lU8rn8bdW9fPJ4dbcwGcklburcvHpc25gu5pKt4XNroB7q3zw8KgjZxVVVVNDY2AtC7d++gP04Q8gLRlSAEg2hLEPxHdCXkI4EPRJ06dSpz5sxh69atXHDBBUF/nCDkBaIrQQgG0ZYg+I/oSshHAjdZffr0Ye7cuUrX2u3REjW6tw/0b6Pu7csWcklXoH8bdW8fZEcbs4Fc0pbu7QNpY76QS7oCaaMf6N4+Pwh84QtBEARBEARBEIR8IvA5WYIgCIIgCIIgCPmEmCxBEARBEARBEAQfEZOlSGdnJ7fddltejCEVhLAQXQlCMIi2BCEYRFuCKlpsc63zTuAJ9u7dy9e//nXuv//+qJtiyJIlS1i9ejUdHR2MHj1ay+9wxYoVvPnmmzQ3N9PU1MQtt9wSdZNyHt21pbuuQH9tia7CR3ddgf7a0l1XINqKAtGWd3TXVj7pSotK1uLFi5kwYQIzZszgkUceibo5hgwcOJChQ4dG3QxTjj32WH7yk58wY8YMHn300aibY8i4ceM45ZRTWL16NSeccELUzckLdNeW7roC/bUlugof3XUF+mtLd12BaCsKRFve0V1b+aQrLUzWhg0bKC8vB6ClpSXi1mQnlZWVADz55JNcf/31EbfGnOrqaubOncvvfve7qJuSF4i2vJMN2hJdhYvoyjvZoCsQbYWNaMs72aCtfNGVFiZLdgL3h6VLl1JdXZ0UmG48++yzAPTr14/du3dH3Jr8QLTlDzprS3QVPqIrf9BZVyDaigLRlj/orK180pUWc7KyYSfweDzOo48+yocffshbb73FMcccE3WT0njqqae46667GDduHLt379ayzN7Y2Mjtt99OQUEBF198cdTNyQt015buugL9tSW6Ch/ddQX6a0t3XYFoKwpEW97RXVv5pCvZjFgQBEEQBEEQBMFHtBguKAiCIAiCIAiCkCuIyRIEQRAEQRAEQfARMVmCIAiCIAiCIAg+IiZLEARBEARBEATBR8RkCYIgCIIgCIIg+IiYLEEQBEEQBEEQBB8RkyUIgiAIgiAIguAjYrI04Cc/+Qmvvvpq1M0QhJxDtCUIwSDaEgT/EV3lFmKyImb+/PkceuihtLS0RN0UQcgpRFuCEAyiLUHwH9FV7hGLx+PxqBuRr9x777189atf5eijj466KYKQU4i2BCEYRFuC4D+iq9xEKlkRsWPHDhobG0VQguAzoi1BCAbRliD4j+gqdxGTFRFLly5l8uTJUTdDEHIO0ZYgBINoSxD8R3SVu4jJiohPP/2UwsLCqJshCDmHaEsQgkG0JQj+I7rKXcRkRcSUKVO4+uqreeKJJ2hra4u6OYKQM4i2BCEYRFuC4D+iq9xFTFZEfOELX+Avf/kL27dv55JLLom6OYKQM4i2BCEYRFuC4D+iq9ylKOoG5DMlJSVUV1fT3d0ddVMEIacQbQlCMIi2BMF/RFe5iSzhLgiCIAiCIAiC4CMyXFAQBEEQBEEQBMFHxGQJgiAIgiAIgiD4iJgsQRAEQRAEQRAEHxGTJQiCIAiCIAiC4CNisgRBEARBEARBEHxETJYgCIIgCIIgCIKPiMkSBEEQBEEQBEHwETFZgiAIgiAIgiAIPiImSxAEQRAEQRAEwUfEZAmCIAiCIAiCIPhIqCZrx44dzJ8/n+7u7jA/VhByHtGWIASDaEsQ/EP0JOQTRWF+2ODBg/nss8+or6/nnHPO8XSvNWvWMHv2bI455hg2btzI0KFDuemmm3pc9+tf/5pNmzbRt29f2trauOOOO4jFYqxdu5ZTTz2VqqoqAHbt2sWXvvQlFi5cyIcffsiiRYvo3bs3r7zyCnPmzGH8+PGcffbZfPnLX6a9vZ01a9bwwAMP0Lt3bwC+8pWvUFpaCkBhYSEvvPCC8s/yv//7vyxevJiKigpisRg333xz8pxRW4477ri0948fP57/+7//o7CwUOnzXn31Va666iruvvtuvva1rym30w+2bNnC7NmzWbFiBW+++WbyuMrPKZjjp7bA/PeUwEx/VrpK0NLSwpe//GXOOOMM/vM//9NSyyr3s8JKW0ZtySRbtGX2+/L6/Qn+a0s1Vpg9m2bvd3rcLDaqYqSt7u5uyziZSrZrC+BXv/oVa9eupaysjI8++og//OEPhj+rsJ+wYxVYxwGzc06P251zg9X9VH7ubNGYVQ7g93caOvGQWbFiRfx73/ue5/u88cYb8aeeeir5euzYsfGGhoa0a9566634uHHjkq+nTp0aX7x4cTwej8ebmprizz//fPLczTffHP/73/8e7+zsjJ911lnxrq6ueDwej2/evDm+bdu2eFdXV/yXv/xl8vpzzjkn/vDDD6e93w179+6NH3LIIfHW1tZkG//3f/83Ho/HTduSSXd3t+PPveiii+IvvfSSqzZ74bHHHosvWbIkfuyxxyaPqf6cgjV+aSseN/49pWKmPzNdpXLttdfGv/e978Wvu+46y3vF4+Y6VcFKW2ZtySRbtGX2+/Ly/Qn78VNbqrHC7Nk0e7+T41axUQUzbdnFyVSyXVuffvppfPDgwcm4ZfWzCumEGaus4oDZOafH7T7HjpdeeqmHTu3uZ/dzx+PZozGzHMDLd6oLoVayAL70pS/xwQcf0NHRQXFxsev7TJgwIe11d3c3ffv2TTv28ccfJ3twAaqrq3nhhRf41re+xdChQznttNMAaGtro6GhgTlz5vD6668Tj8e55557aG5uZujQoXz/+98nFosxe/ZsADo7O9m4cSOHHXZY8t7vvvsud911Fy0tLUyYMIFvfvObANx00010dnZSWFhI//79+clPfpLWxtdee40DDzyQXr16ATBx4kSWLl3KqaeeyptvvmnYllSWLFnCVVddxcsvv8xBBx3Egw8+yKxZs/jBD37AunXr+OSTT6ivr2fAgAFcddVVdHR0UF1dzcaNG5P3MGrjHXfcwS233MIzzzxDQ0MDL7zwAvPnz2f06NFpn3/eeeexZ8+eHr+f2bNnM2nSpB7HzzvvPF5++eW0Yyo/p2CPX9oC499TKmb6M9NVgoceeoiJEyeycuXK5HNjpWWr+3nRlllbUknV1ksvvWSqKyBybZn9vux+H4IafmrLLFakYvVsmr3fyXGr2Aje33qaJQAAN+5JREFUtGUVJxPkgrb69OlDSUkJu3btYtCgQezZs4cjjjiix3VCT8KMVVbPqtk5wNFxq3udeuqptnpy2m6VnzubckOzHMDuO8gGQjdZAMOHD+fFF1/kzDPPBOD999/n+eefN7z2oosuYvDgwZb3e/LJJznzzDMZM2ZM2vEJEyYwa9YsWltb6dWrFw0NDWmBJcGiRYv4j//4DwDWrVvHa6+9xqJFixg4cCDf/e53KSkp4eKLLwbg2Wef5de//jWTJ09m/PjxyXv89Kc/5bjjjqOrq4sTTzyR/v3709LSwuuvv85zzz0HwNe+9jXOOOMMjjrqqOT7tm3bRv/+/ZOvBwwYwLZt25TaAnDOOedw9913J19fcskl/PGPf+SrX/0qv/jFL/jRj37E888/T2lpKR999BH/8z//A8Bf/vKX5M9j1MZZs2bR2dnJww8/TElJCU888YThMIjHH3/c8nejgsrPKajht7ZUMNNfqq4AVq1axQcffMDtt9/OypUrHd0r835mz62qtlTakqotM12de+65LF26VFttpZL5+xCc4Ze2jGLFiSeemDxv92yavd/JcavY6FVbiXsYxckEuaCtAQMG8Ktf/Yp///d/Z8SIEYwcOZJDDz3U833zhbBildWzanbO6XGre6noyWm7VcjW3DA1B3j77bc9fQc6ELrJmj9/PhdeeCFPPPFEUlxHHHGE6x6gl156iZdeeon58+f3OHfQQQdRW1vLL3/5S8rLyznyyCMZOHBgj+see+wxnnrqKWDfL3HMmDHJ6yZNmsTLL7+cTPjPPPNMzjzzTL73ve9x33338cMf/hAgOX+osLCQE044gZdeeok+ffrQ3NzMnXfeCUBVVRWNjY3813/9F08++ST9+vXjiiuuYPfu3cm27Nq1i4qKCqW2WJHoVSgvL2f37t2sWbOGL3zhC8nz1dXVAKxcudKwjQA///nPOfzww7nyyitNx5lPmTLFsLfi5ptv5oQTTrBtp9efU9iP39pSwUp/qbqCfX88S0tLufPOO3n11Vdpb29n/vz5XHPNNbb3yryf2XOrqi27tpiRqSvYlxzoqq1UMn8fgjp+assoVqSaLLtn0+z9To7ffPPNprHRq7bAPE5akW3aeuedd/jVr37FW2+9RVFREddddx233HILc+fOVXp/PhNmrKqoqDB9Vs3OOT1udS+rZ/Wb3/wmXV1dfPbZZ3z22We8/vrrAMybN8/ys7ygc26YmQME9R2ESagma8GCBYwZM4YzzzyTO++8k66uLgoLCy17ML73ve8xZMgQw3NLly7l73//OwsWLODTTz9l3bp1HH/88axdu5aDDjoIgCFDhnDbbbcBcOGFF/b4Y//yyy9z/PHHJ0vWX/7yl9m+fXuybevWrWP06NGsWrWKf/7zn8khGAcffDCffPIJAKtXr2bZsmVcdtllAHz00Ud861vfoqKigtdee40bbrgBgBdffJFDDz2U008/nR/84AcANDc3s27dOtra2ujVqxfLli1LttGsLSpkTmA+/PDDefHFF5OvE20fN26cYRthX7C/4YYbmDt3Lt/4xjeS4kvFj6TNy88p7MNvbZmRqi0z/UFPXcG+P8wJWltb2bNnTzJxtLqX0f3MnltVbVm1xQqjhQF01lYCo9+HoIaf2jKLFbBfW1bPptn7nR4H89joRVtWcdKObNPWpk2bGDJkCEVF+9KoESNGsH79es/3zXXCjlXHH3+8aRwwO+f0uNW9urq6TJ/VxBDEl19+mZdffjltKPfBBx9s+lle0DU3NMsBgvgOwiQWj8fjYXzQ008/zfLly7nxxhsB+PGPf8zkyZNdj61cvnw5J510UnIowt69e/nRj37E9773Paqrq5PjUE888UROOOEEevXqxdixY5k2bVrafc4//3zuueceysrKkseefPJJXnzxRcrLy1m/fj333HMPmzdvZubMmRxzzDF0dHTwwQcf8Jvf/Ibhw4ezefNmZsyYwdFHH82uXbvo6Ojg7rvvpqCggFtvvZW9e/fSv39/duzYwZ133tljpZfnn3+exx9/nPLycoqLi9NWTzFqS2rPwdKlS5kxYwb//u//zp133snzzz/P9OnTufDCC7n44ou5/PLLGTx4ML/73e+YM2cObW1tVFVV8dxzzzFmzBjmz5/PggULerTxj3/8I/fffz/19fXMnDmTFStW8Jvf/IaTTjrJ1e8rwSuvvMJ///d/88wzz3DFFVdw3XXX0bt3b9ufUzDHb22B8e+pV69eSW1t377dUH+J6qORrhI88cQT3HvvvbS3t/OjH/2I0aNHW97L7H5etWXUlvPPPz95LlVbp556qqmuysrKmDFjRqTaMtOV1fcn2OO3tsxiBZAWt8D42TR7/5YtWxwdLygosIyNbrW1Zs0a0ziZSi5oq6uri6uuuorS0lIGDRrEe++9x/z58xkxYoTrz8p1oohVBx10kGUcMDvn9LjVOTs9GZksu8+y+5ufTbmhWT5/8cUX28Zw3QnNZLW0tKQ9AK2trbS2tjJo0KAwPl4QchbRliAEg2hLEPxD9CTkG6GZLEEQBEEQBEEQhHygIOoGCIIgCIIgCIIg5BJisgRBEARBEARBEHxETJYgCIIgCIIgCIKPiMkStCIejzNn5lDe+t8Do26KIOQUH330ETdcOYTOzs6omyIIOcV//ecw6h+pjLoZgpBT7Ny5k6u/P5idO3dG3RTXBL7wRVdXFwsWLKCiooKdO3cyY8YM02v7jh7DAZf+IMjm+EbHEG+JSvHgNp9aAh07evl2r+LPwts67aMbftzj2E3XDWXthg5Wrmrj6ef+yQEHHBBae7KJXNUV5Ka2wtQV9NTW9u3bOf1rlRw7rhe9esX47R92htqebCJXtZWLuoLoY9b/97sR/Pefd7H9sy7uvbOC474ue2UZkau6AtGWH2Rqq6Ojg7NOG8TYL5Sw+uN2lj6/Myv3eQz8G/zrX//KunXr6N27N0cffXTaudraWmpra5Ov2xu3Bd0c17gRkZ/Csfscr8IKOwk04o/3DGflqjYeqxvBsjdaOe/fDuH5l5vo27dv1E3TjlzRFeS2tnTQVXt7O9+eUsUvfjqUs07tw6XXbGXBrRVcPVvv5yIqRFvBaytXYtarf61iQe0OnvvzSJo+62LqJZv56+HrGTVqVNRN0w7RlcQsVeLxOFdcXMYZX+vDdVcM5j/v28EPLymj9qGdhpuW60zglaw777yTeDzOrFmzOOuss3j66adNry0dWUXVjGuDbI4jnAgpLAGZ4VZUfgmqZIf1+fbBPY+l9ly8/GQVP7u9iWcfraRvn32jWB9+fBdP1O9h8dLPe2yEme9ks64g97XlZ6Dyoq14PM7F/zGQY79UyozLBu27vj3ONy/YxNXTB3HOhZt9a2eukM3acpr8RamtqGMWONdWasz65JNP+NbZY1ny3wdQVbmvh/21hhauvamR51/exoABA3xrZy6QzboCiVlO8JoPzr2pnI//2c79cyuIxWLE43FqZm7jsENLuH5Oo2/tDIPALeuwYcNobm4GoLu72/LamCZTBVTEFLWIvOBWTHbC8fLeOb/azoLf9mdvr2b2du07dsa3Cvjry9384x//4IQTTnD/4TmIU12V7DD+wxYmqkFKJ205DVa6aeuDDz5gU1M7d13cj21de/YdLITf3j+A737nM8650P3n5ioSs/REN23Nu/UYZv60L72Gt7Gta993e8jRcPrXS3j4/kP54U/1rsaEjcSscMj2mNXd3U3tIzt46YVyGrv3Jo/fdGsfTj61kWtv6qagIHuWkwjcZJ133nnccMMN/P73v+fss8+2vd7qyw9acHaCUhVSxaDdjj53287+jq7PRFVUTsXkRURO6Sw4hrKha3ocLysrkIn6BjjVFZj/PkVXxjgJVrpqq7Ozk7KyngFp8OACKD4inEZkGRKz7JGYBV0l/0HZ0Md7HC8rK6C75KbwGpIl+BmzIFhtRaUr8KatXIhZAP36F1BcnD4ssLg4Rr/+2WOuEgRusvr378+9997ry72Mfsl+CM1KUFZiciMgs/u4EZbfgSpMEQneCFpX4F1bbnUF/mgrcQ/RluAEiVn26BKzQLSVLfipKwhGW17MVa5pS3TlD9HPcPNI6oPgVGBmgjITkl8i8oqfYspVIW3bto0rr7ySs88+m+9+97tRNycrSTwbfukKwteW02Cloq18D1KiLW/kY8wC/7SVq7oC0ZZX3GpLp5jlFIlZ9kSpq6w3WamojuE1ElSUQlJNBKMKUqUaC6+5uZk5c+YwatQohg0bxrRp0wBoaWnhjDPOSF7X0tLChRdeyDe+8Q1WrFjBggULsm6VmqhwMjZeVVs66QrstZVvugLRVhh4iVmgv7YkZhkj2goev/NBnXQF/mjLjanSWVs66kqrAY4FXcH+AjuGdPYQVPHgtjRBVQzanfZfkGzb2V9JVB07elkKqvizouR/RpTsSP/PitIdPf/TmcWLFzNhwgRmzJjBI488kjx+4IEHpq1I2Lt3b4YNG8bOnTt59NFH2bNnTxTNjQQ/dGX33DjVVtA40ZWKtszIVV2BaEuFKGNWFNoKK2aBaAvyV1tB6wqyM2aBv/mgFUa60l1bOupKy0pW6i+y1UHJ16zXQqWnwkpEhw5sMjz+8edl6o1LQTVIWeFHD4Vugnm3YyC9CtN9f2NXG/X19cycOTN5bPr06UyfPh2ADRs2cPzxxwP7eifMWLduHfF4nOuuu46jjz6afv36BfAT6I1bXYG6tvzQFbjTll+967mmrc+6SljRPqjH8aamJsaPH598naorEG05wYu2jJCYZYxOugL4fx39ibX3Tju2oRM2v7mMhQsXJo+JttwhMWsf+aat5u5Cw5jV3L2D2tpa6urqksd0zwe1NFmplO5QE5eRoNyKyUpICZwKSocg5UZEvbd3OX9TBi1Dve1xNXnyZObNm2d4rqqqisbGffsm9O7d2/AagM8++yy5b8lzzz3HwIEDOfbYYz21K5tJPAtBaMuLrkA/bQURoHTQVVlZGQ0NDabnRVvuUNVW2DHLKRKz3DNx4kQWLVpkel605ZwgYxZIPmiHH7oC79qaPn06NTU1hud01JX2JgvsjVamoJwmgE4ClBMxRZ38qYrIL/Go3t+ryFKZOnUqc+bMYevWrVxwwQVceuml1NXVsWXLFv72t79RUFDAqaeeyrhx43jwwQd54IEHWLduHWPHjvWtDdmMF23ZBSmniZ+qtrIpQAWpLaN7i7ayA7skMFdjFlhrSwddmd1ftKUHQeaDQcUssNeW1zlW2RCzjO6f67qKxePxeGB3d0jf8irGfMt4l28jUakmgF6DFPiXAEYdoIIWkBNefeL65L8nTZrET37fRK/S9OGCv799Kz/6zuOcfPLJYTcvZ3CqK9BPW9nQYaGjtlauXMn1t5zIdb86oMc1PzuvN8uXLw+7aTlFUDELwjNXuid/OuoKoKamhsO//iyHjUvvMX/usZ0c3OdnzJgxI+zm5QxWuoLsyAezocNCR211d3cz5qi+3POXg3tcc+W//ZPV7+yVzYj9JlNQbsWUjUIKM0CVNnrftby13Nlu40J02AWqoHQF/mgrygDlNDiJtvKLfI5ZkF3aEl1lD07MVTbGLHCfD+qmKxBtgeYmyypQ6RykdA9QfohH9d5ORPZuyyiK4+ml422d5pMXBfekasuNriD7tOWlwyJqXRndX1Vbn3X1Y0XLgQZntvnQKiEVP2IW+F+xkpilfm8nMeujthG0tgxMO7a+o5CeffCCV8xiFqQbq+J/HcuFmAXutaVqqnTUVkt3iWHMaune5Eu7wkRLk+UkAcwFIQUZoIJO/OwobWyT3gxNUEkAw+79y+YAJdoSEnjttMilmAXetCW6EhKoxiwzYxVFxUpilvXn55u2tDJZ3YWwq3r/68wApVMPha5CciKi4q3u937oGKa29KiRoPyc6GhGlDt860Z34b5gZWWqwtRWNnZYhKUrEG1lE5na0jlmgbW2cj1mgZq2otIViLYSWMUs0E9bOnZY6KYryM+YpZXJihcF1zsB+gop6ADlVUBW9zQTV6aYMoXkx14yoL7D99q1a/ntb3/L6NGj2bRpE7/4xS/8aUAWEC+CvYeoBaigtJVtyV9Uukq9rxtt+aUrEG2pkKotHWMWuNdWlB0WQWor6pgFoi07dIhZ4D4flJiVTj7HLK1MFr26KR7c5kvPRIJsDFJehBSUiDIxElOqkIxEZNYr5YXEDt/Tpk1jypQpSVFl7vA9dOhQbrrpJgYMGMDpp5/uy2dnDQHoCqILUlF1WIi2RFs9iEhbErOcY6cr2K8to+GffukKRFu25FjMgvzWVj7HLK1MVr+SNr564D99uVc2BakwRRTfYj7ZPTa8wvb9mWIyEpJVgMocnpbKqj0jKOpM/263t2+kvr6emTNnJo+52eG7f/997X733XeZMmWK6XW5SFFhV2i6guwxVjppS0VXYB2gzLS1s6MP7+/puYR7U9Mqxo8fn3ydqisQbakQZsyC3NCWn7qC4LSlErM+aSlj157ytGObW/ew7L1lLFy4MHlMtOUMnWIWmGtLJ11BtPmgmw4LM221dJcYxqyW7hJqa2upq6tLHtM9H9TKZHlFtyAVZYCyC0yqmAUoleAE+0VU6aHEP3nyZObNm2d4TnWHb4BVq1bx9ttvc+6559LZ2UlRUU49/qaUFnrvJYpCWzomf37pCswDlJPgBO61VVZWRkNDg+l50VY4eOkQzIbOwLBjFqhrK6iYNXHiRBYtWmR6XrRljcSslPdpGrPAWT7oR8yCfaaqpqbG8JyOutJKraWFHa7eF5SYssVYeRWRUY+FUZCyC1BGwclLaV8F1R2+29ra+M53vsNXvvIVHnroIR577DEGDRoUaNt0obSwgyP6bTbsGbIj7ATQ7yAVdYDK1Jbb5E+0pSduYxZkh7byJWYVs3+uT9C6AtGWHdkUs8DffFBilnt01JVWJgtwLCwrQekcpKIMUKAmJL9EdES/zZ7ba0afPn2YO3du8nViDO4BBxzAAw88kHbtO++8E1g7co0gApWfQUrX5A/ca8uuNz1TW0HqCkRbquRLzAJzbYWhK0jXVrbGLBBtBYEunRZhGyvJB/ejo660M1mq+B2owkgAoxYSOAtSdiIKO+kTvKGaDLrRVrYGKT+HUqhoyyhA2fWmi65yAx3MVbYbK9ivLZUOC7vET7SlN0HGLHCeD+rQ0R52zALJB72QdSYrajHlqpCskr+wAtSaXUMpbEufArmz3XpcraCOXbDS1Vw51VZYyR8Ya8tN8hdkgNrV0UtpSLUQDNkWs8CdtnSIWbB/ue8wOiw27BnEzozf79aWT339DMGcXIlZEK22dOuwaO0qMvzdtnZlnWUJx2SdfPLJ/PKXv2TSpEm211olgmaCyiYx+SWkrt3771PY3/jntxOT0+TPSETjeq9Tau+KlgOVrhOc4URbZvgZqERX1j1/fusKRFtBoaotP2MWiLYS2MUsMO4MlJilN7rlg9lurFJ1Bcbasuq0sDNWRh0WErPUCdxkPffcc/Tt21fp2tYuo0VSs19MXoWUKaIEqmJSMVYqQnIiIiF4VLXV2lVsGqx00pafQcptgEpgpa0gjJVoSy+caMsInXQFuROzwNpYeU3+hGDJtZgF2aEtp8ZKYpZ/BGqy4vE4DQ0NaXuxpFJbW0ttbW3ydevO1h7XOBGUTglgUEIC5wmgnbEyE5KISF+stOW3rsCZtqIKUl51BT215bbTwi75E23pS5jaiiIBzIaYBT07LVSMlehKX7zqCoy1FaS50sFYRRWzQLTlB4GarMWLF/Otb32LRx991PB85gZ9ZWP3CyioQBVkAhikkMBeTCpByq5ilW1Cam5uZs6cOYwaNYphw4YlV5NZtWoVf/rTn4jFYpx//vmMGTOGhx56iIKCAlatWsVtt90Wccu9YaUtK12B90ClU6dFEMYK3HVaRJH8BTnsQrQVnLayIQEMI2ZBz571fDBW+agtv3UFeuSDOhgryJ6O9nyLWYGarLVr19LY2EhDQwN79+7lsMMOo7y83PZ9QQQqHRNAlSAF5oFKRUxug9S4kp1KbVvRPsj+GkVRNX7en4KS9OE3za0l1NfXM3PmzOSx1D/IixcvZsKECUybNo0pU6YkRXX33Xdzxx13APDzn/+c2267jT//+c9MnTqVsWPHKrVHZ6LQVtgJYNSdFmCfAGYGKR111dpebPg7bm9qSutVzkx0RFvq2gqi4yJfYxa467SIQls7dvehJeP3vLu5lGXLlrFw4cLkMdFWfsQs0L/TwspYmZkqP7WlQmdXoeHvuLOrkNraWurq6pLHdM8HAzVZ1113HWvXruXpp5+msLCQgQMH2r7Hb0F5FVM2BCnYLya3QUpVRE4xC1ZO9pWZPHky8+bNMzy3YcMGjj/+eABaWlqSxzdu3EhZWVnymjVr1tDe3s4ll1zCD3/4QyZNmsRBBx2k3AbdcKqtKAOVzkEK/O208JL8+YETXZWVldHQ0GB6XrQVjbaCMlduOy28xiwIptNC55g1ceJEFi1aZHo+H7UVta4gP/JBp50WYcYsP7Q1ffp0ampqDM/pqKvAF7446KCDWLJkidK1mcszhmGudEoAwXvVSjVIhZH4GQnKzQ7uVlRVVdHY2AhA7977l3sfOXIkTU1NyWsqKiqSf9QHDRrEjh07sjZYJVDVltGyp5na0jUBDFpXYJ0AuglSoq381ZZ0CHrvtIjCWCXwIwlUIV+1FUXMgmDywVzqtPBDV3ZVrHyNWVouOh+VudItSIH1XKuoE0ArUYUhKICpU6cyZ84ctm7dygUXXMCll15KXV0d1157Lffccw+xWIxrr72W6upqqqureeCBB+jq6uKoo47yvS3ZgIq2dE8AVXUFudVpAeElgSDacoqfHRe6d1pAurb8TABzPWaBaMsJbvNBrx2CuuWDfletwhxhkc/5oHYmK4pAlWsJYBi9f7oEqz59+jB37tzk68QY3MMPP5xbbrkl7do777wzkDZkA0GbK50TQDDWllUCGGWQMtOWqq782nhYtKVGtscsCKZDUCUBDLPTQpeYBaItVdxoKxurVuA8H3TTaaFDzIKe2srlmKWVyersKkx77SYJ1D0B9KMEHHUvhS5JoKCGna7A30CVDZ0WYF8RjqJqJdrKLvyIWeBNW5IA2qNLEiiokbnwQTbFLNBvGLsu2srHmKWVyUoQpLnKFTE5EVJFYT/b9m3r2qP0cwQpqI4dvXqsLtjdVmhyteAGO23pEqh0qwgbaSsqXYGzJLC7rdB0JVbBH/wyV7nQIegkAcz2mNW5u6TH775rr5ZpVdaSLflgNsQssNeWqq7Am7asdBXvjBnGrHhnTLltuqDVXwOjL9YuCRQxuU8AE6iIyu9AZba8sRAMYQcqXRNAUK8Ie0kAnSDaym786LjIlZgF+8yVDjELjLUl1avsINdjFvhfEZaYpR9amaxUsjlQ+SEmNwmgGyEFbbCc7B8jBENm70+QHRdRmyu3QwKtEkC3AcpOWxKosp9UbeVbzAJnHYLZErNAtBU1+RSzwP9RTDrELJB8EDQ0WW56K0RM7siFJNDJDt+33norlZWVbNmyhVmzZvneFt3J1kClqiuIPgGE3Om4EG2p4VcPuw7mymtFWGKWGqItNYLsuNB5P0ZwVxHOd23pqCtbk7VmzRoef/xxdu3axciRIzn++OMDW+4w1pXeexF0oLITE9gLKpt6ABOELSZQWyXIDao7fN94441s2bKF2bNnM2PGDDZu3MjIkSN9aYNbwtJWrCuWFqyyIVBZ6Qq8DQkMKkhB9IHKz7lX2aqtXI5ZEKy2nC4SIzHLHaItazJjFmRHZ3sUHYLZHrMgt/NBW5P10ksvce6557J+/Xruu+8+li5dypYtW/jxj3/MBRdcEEijdO9hd5IAgn/ja7NNTOAsUBXvKKSgOP2RLGgtoL6+npkzZyaPTZ8+nenTpwPqO3ynvi4rK4s8WIGe2gpaV2CuLSNdgX+rBOayuQJzbRW090xYAJqamhg/fnzydaquIHu1pYOuQK8k0G3MgtxJAMFdVdgqZhV9XthDW4V7C1m2bBkLFy5MHhNtucevjosoYhboWREGvfPBWKdxzIp1xqitraWuri55TPd80NZkdXV1sWfPHk455RQ2bNjARRddRHt7O4sXL+b+++/niiuu8LVBOiaBToUEPRNAEDG5ZfLkycybN8/wnOoO36mvm5qaqKqqct0evwhTW7r2sLvVlg4JIFhry2sCCO60ZRScjCgrK6OhocH0fLZqS2KWua6gZ6cFSAII/vawT5w4kUWLFpmeF23Zo0PHBfiXD1rtG6dLzAL988Hp06dTU1NjeE5HXdlG4+nTp/Ob3/yG66+/ngEDBjB06FCqq6uZMGECixcv9rUxsc79/46ityKBVYACEVMCt4FKNQlUQXWH76qqKoYPH86DDz5IZWUllZWVvrXBLWFpK1VXEE2gAne6Av9XCcxVcwWiLdA7ZoE+2vJaEfZ7SCDkR8wC0ZYdusQsUOuwSGBWtQLpEIT8jFmxeDweV7mws7OTF198kX/84x98+umnlJWVcf7553PkkUf61pjew6uovujaSAVlhtsEEHqKKcgeQNBDTGAfqD664cfJf0+aNIlPzzybguKStGuanl7C4l/cxMknn2zYvlwgaG2Z6QqCr16p4DYBrHCQAGZDpwX4F6gS2lq5ciWTLr2cYeed3+M9Ax57mOXLlxu2IxeQmGUes8C8Igz5mQCCs5hVU1PD0sLelFaNSrtmV8Mb3Pi1icyYMcOwfbmATjEL9NCWyigmq5gF6drSLWZBONrq7u6mz6iDqJrxYzLZ8Ntf07x+LQUFBYbt0xFlC1lUVMQZZ5zBGWecEVhjCrrseyzCTALdBClwPick18UEaqsE5StBa0tFV+AsUIF7bVn1/oF1kMqWHkDwvtmp215A0dY+dIlZEF4S6FRbUc5jBH3NFUjMsiLfYhZ467TItVFM4G9VOJe1pd0S7gmiElQ+JIBOghSEF6hKdkBBcfqxglbz6wV3RKEtM12BnglgtnVagLm2CtpyO4jpQtB7Xplhp61sGrYE0SaA4Exbxbt7nitqNr5WcE825oP50mkB/purWJfxuVjPx0B7tDRZYQoqU0TQU0jgX9UKsjcBhGAClRAOfiSB4F5bKsYKotvaAIKvWkF4CaAQHrrELPB/pAVIzBKiIeqYBdbGCrxVrUAvbXmNWSBV4Uy0MlmxTu/DA5P3Gl5hKCwjEUHwCaBOQoLwxARqqwQJweJXsAJjbTnRFUgCmPxsnxNA0VW4GMUscG6wIPdiFujVaQGirWwiqpgF3jraIbv2Y4RgOgRBtAWamaxM3AoqgYqIEqgEKUASQBFT1pG5UhOEpy2r3j9QXyEQ9NjdHqJPAEG0pStRxyzIj04LEHOVy+gQs8BbpwXkTswCyQfdoq3J8iooI8IKUqDP7vYQXJACfcW0ZcsWFixYwMCBA5k4cSInnHBC8twrr7zCa6+9xueff84111zDsGHDuPfeexk8eDDr1q1j1qxZ4TY2ZILWllXvH6gPrQC9gxR477SA7DJXoitzzHTlBT9iFgQ/bCnKmAXBJIAg2tKFsGMWWHe0O4lZ4F5bdroCffJBiVnGaGmy/AhWmcEJ1IQEakEK/BOTFyFB+AkgeA9UhkMBdkJBxm2LWqG+vp6ZM2cmj6Xu8G1GXV0dU6dO5ZhjjuHb3/52mrDmz5/PE088wfLly/nDH/7AWWedxbJlyzjttNN8Xd5ZN6x05SRYmSV+YF+xAufV4ARha0uXBBCcBapMbRW2G1/b1NTE+PHjk69FV+6JSltRxSwIr9MCwu0QBPUksGQ3lJZmfM5eWLZsGQsXLkweE225J+h80G3MAutOC8itmAXezRWo5YMFncbXFXRCbW0tdXV1yWN22opaV9qZLDeCMhIQqCd/4C1IgXMxhWmsIPwEENSTQDsmT57MvHnzTM+/9957zJ49O+3Y4MGDKS8vp7CwkD170r/r5uZmCgoKKC8vZ/369axevZr+/ftz6aWXMnXqVE4//XRKMyNnlmOnq45h/Q2TQa/aUg1S4I+2VHQFzoMUhN9pAcFqq6ysjIaGBtPzois1/IxZEI6xgtyKWRBcAgjOY9bEiRNZtGiR6XnRlj1uzVW2xSzQQ1vZELNgn6mqqakxPKejrgI3WUuWLGH16tV0dHQwevRopk2bZnptQWe37f2cBidQFxI4C1KpbOvaYyksr8kfRBOkIDoxqXLkkUfy1FNPpR279dZbaWxsZNSoUfTrl/576du3L93d3cnzw4YNY8CAAQCUlpbS0tKifcDyW1fgLfGD9OQPjIdVgHNt2SHaCkZb+agriC5mgfPkD4xjFthrS2LWfqwqV6Itf8iWmAXe80E7RFv5o6vATdaxxx7LOeecw+eff85ll11mKSynOAlQEHzypyqcTPwUEugnJgjOYJlx2WWXsWDBAl544QWuueYaAC6++GIWLlzI1Vdfzdy5c5PjcMvLy1m8eDEPPvgghx9+OIMHDw61rW6IQlfgLvkDb9oKQlegX5AC/bWV67oCfWMWeDdWmYQZs0C/BBDC7xQ0I9e1pVPMAutKMEQTsyC7jBVIzLIjFo/H457vosDChQsZM2YMX/nKV5LHamtrqa2tTb5+/72PmXjczLT3ZYongaqIYN8KMGAvpOQxH3oq7Mi2IAX+i+nVJ65P/nvSpEnsHX02BUUladdsfH0Jf1pwEyeffLL5h+QxbnUFxtpS0RXs01ZCV6Cmrah1Bf4FKYg2AQQ1ba1cuZKTp13OQSed3/Oi5Q+zfPly8w/Ic3SKWWBurCB6bWVbzAJ32kqNWTU1Nby8tTd9y0elXbP9wze4ftpEZsyYYf4BeUwYMQv8yQej1hVkV0c7eI9Z3d3d9B92EGO+9eMe16x+8tfs3rqWgoIC8w/RjFDmZC1dupTq6moqKyvTjmdOWOs3uMoXEVn1ToAIyQi/xQTOeytKP+umsDD9PUWtasMG8hGvugJn2kosWQu53WEB2ZkAmlHUGjd8T4uju+QXfsYscF6pgui15TZmgX/GCsLrEATn2uq1s5veBenvKd4jMcuMsGMWqI+wSB7L85gF0eeDBZ3GMaugM5SakK8EbrKeeuop7rrrLsaNG8fu3bt55JFHTK+NF6kLCHqKCNSNVfJ4QIIKIkBB9EEK/A9UgnOc6Arskz7oGZzAPvmD8AOVLtpyE6RAtKU7UcUssE8AIbqYBf52BoIenRYgugoDv2IWmBsqkJgFkg/qROAma8qUKUyZMkXp2u5C+x4/o9506CkiMA9S4L+gvAQoCC9IgbteCvBXTJl/QAVnONFVVy81U6WS+IG1rsBfbXnVFfg7FBDCD1Ig2goTiVkp12gesyC8BFB05Q0nuooXZW/Mgmi0JTFLT7Rawr27V5y9h5gHKEgXEjgPVAlWtA9yLSwVAYH75A/8FRJEJyYj8aT2SEXBmjVrqKmp4eabb2bSpEnRNiYE4kUkdQXGAQrsE0AIVluquoJwkz/QMwG06umNgnzTFaRrS2JWdhgrkJilO129jGOWlbYkZqUj2rInDF1pZbJiRXEqD04PSCoBKoGKmFJxIhCl+4UcoCAYIYG3BFClzB80Vrt8x2IxJk6cmHz9xhtvUF9fT1lZGbFYjCuvvDKcRoZFr27ThSpSEW2lo1uQsgtQYWhLdJWBgrZEV+lEFbNAXVsSsyJGYpbpOYlZzohaV1qZrKKURQ+cCioK7EQE2SMkcC8m1QBlNDchKKx2+a6urk679uCDD2b27NmUlJRw+umn51zAKirsMhyulEq2aSsIXYFeQcquUhWFtkRX6dhpy05XK1oOdJwMeiHbYhaEry2JWdEjMWs/UcQscNfR7sRU5UvM0spklRZ2ehJU4iEPImipBCcIP0CBvsYqU0TFKddXZAxVg307vBcWpq/MVNTcRX19PTNn7l/ONXMlIqe7fGdSXl4OwLPPPssVV1xheW22YqYrUNeWrrqC7NSW0yBlFaAS2jLSVWFbF6WNPYPYhqYmxo8fn3wtunKO15gFemsriuQP9DBWKjGr1852SrvStVW8u4Nly5axcOHC5DHRlnMkZhmjWz7oNWZBT23FOuOGMSvWGae2tpa6urrksVRt6agrrUyWX2SKwE5oqqLJxIuIIHeEBOo9FEaByo7Jkyczb9480/NOd/k2YtmyZbS1tTFhwgTH7dOd0sJO+4sUMNKJjtqKKvkDf4yViq7Au7bKyspoaGgwPS+6Cg+n2nKrK8if5A/8qVi5iVkTJ05k0aJFpudFW9ZIzEonm2IWBKut6dOnU1NTY3hOR11ljcl6f88BrsvDXgJSZhvsiCJAgV5BCvwRkxesdvn+8MMPeeutt2htbeWoo45i1apVXHXVVUyYMIH77ruPZ555JtS2Rk3U2vKqK8j+5A/se//AeFhFmNoSXamTeK6zWVv5HLNAtKUrUcesRBusiCpmgd4d7ZBfuorF43FtdvcqG1vGN//4b0rXBjkeVyUwJdC1dwKCFxKoBSowFtWy0+9K/nvSpEkUx0+jsLA47ZqPPvkfFj70S04++WTD+wr26KIrUNdWrgUocB+kwJmuYL+2Vq5cydfPuJjDR5/b45odexezfPlyw/cLauiiLb9iFgQ3twqiMVbgn7ZSY1ZNTQ1v/V+MAf1Hpl2zectyfnjVKcyYMcPwvoI9TnQFemgr32MW+KOt7u5uBg0cxXFH9xyu98bb97Pz8/UUFBQY3ldHsqaSlYndg58pOidByAw7EYH+QgL/gxRYT1wMu4olpNPapS5zFZ1Eoa1s6LAA/zstIPgJ94J7/NSWUaIYtbaCjlmgXwIIErOixomuIPfywbA6LMB5zALJB52glclq7Sri48/LLCc8qqKDiEDP5M9q4zcrMYG7JHDbzv5KwiretpvCgvRKVkFzu+37BHsSz7IO2lLRFWRH8gf7tdUytNBUW250Bf4YrIKWDoq3GujPfni6oIDErP3kW8wq+qyZ4ub06wp3tdq+T7BHYlY6YWvLTlcQXKdgrKPLMGbFOtQ3ONYFrUxWgswH2g+ROfk8K7wEKAhXSKl4CVIQbBIohEeuasuPnj/wV1tGmyyqmitQ05ZqMigES67qCiRmCdEi2rImbG1JzHKGliYrE5WH3kh4TsRihp2IQF8hWaGSAIK1oJygk7DC2OU7W7DTSFC6guwNUFao6gq8B6sEumhLdLUfiVm5EbNAj+FNoq396ByzQN/OQCvyNR8MQ1dZYbJUCFNEEE6QAn/F5FcCmMBpj2Dqdxu0wJzs8r1p0yauv/56TjvtNNasWcPtt98eaNuyiWzTFYQfpIx0Bd605ZSwtCW68o9s01YuxCw3hGW2RFv+4JeuIJwOC8iNmKVrPhi1rnLGZLlBNTiBvZBAvyBlJiTwJ1B17OjleuiFk+/eDU52+a6oqKC4uJjGxkYeeeQRCVg+4Ke2/ApS4I+23OgKgksCMwlSW6KraAk7ZoH+2soFXYFoK2ryNR+UmLWfIHSllcnq7Co0/LK9uFwvv7ywgxS4F5RVcEoQhJi8GK1M4lsbiccyvs/WZurr65k5c2byUOoO3+B9l+/XX3+dsWPH8tOf/pTx48d7/0E0w0xXINpSwU5bVroCd9ryVVctrcS3bOtxvGlQU9rzLrpyThAxC9xrKwpdQTTa0iJmbf+MeGHG/Jb23SxbtoyFCxcmD4m2nCExax/ZFrPApzmPHZ2GMYuOTmpra6mrq0seStWWjrrSymSZEXQPUioqQoJgAhWkiyNVYComKhM7IYE/PRV+Bi0jJk+ezLx580zPe93lu6mpicGDBxOLxairq+Poo49m6NChfjRde8LSlp+6gvzQlq9By4CysjIaGhpMz4uu3JNPMQuMteVGV5Ab2po4cSKLFi0yPS/aco/ELH1jFgSfD06fPp2amhrDczrqKnt29AqIjh290v6zovizouR/drgNVqm0Dt7/nyrtg/f/Z0XHkE5fS8GZ36PqH6iguOyyy3jiiSeYO3du2i7fQHKX7/r6evbs2cOZZ57JypUr+f3vf09paSlDhgyJruE5hJNnwYmuotBWqq6i1laUiK6ix+nzEGbMAm8xy65yJdoSbQWJxCx/0CkfjFpXsXg8Hvd8F58oPaSSqjt77vLsJ25+2ao9FeBfoFJBpWcilbDG19qR6OX4aNr+su6kSZPovbKawozhgh+2vsEDz9zDySefHGobc4kwdAWiLR3I1NbKlSv5xvhz+WLvE3pc23joCpYvXx5q+3KNXIhZEJ62nOoK9NCWUcyqqalhxcObGFhYnnbtpvaP+MGv/p0ZM2aE2sZcQmKWc3IlZnV3dzO4eBjH9zu7x7Wv7fkrOzq2UlCQPfUhrYYLxjtjvpYavbpnp4EqKNwEpgS6CCkVJ78XbXoAspiErsCf4TF+9ErpkgS61ZaOugKH2tKnfy1ryYWYJdqyx1nMEl15xe+YBZIPQvZrKxszQj2emgyiLtt7EVNCAE4ClxfRZKKjiFTYuKyRYj7noNiY5LG2eAvb2cTo0aMjbFluEaW2/NAVRKOtbNVVVVUVuzoa2d3xKX1i+8ejb4x/wudvh9jNmuNIzHJPtmrr7/+1nM/YxhFMIBaLAdAV72ITqzn22GMjbl3uINpyR7bqKhaLEeuO07hrDUNiFcnjn8W3UfCv89mEliYrKvzsqfAzCBmRrQIy4+OO9xlePJLe8X4Mi42kK97JSl7nMMZRWVkZdfMED/jdAyjaUmfw4MG8svxFvnbsaRwTP4HiWAnb41vZwno+bdkQdfMEj0jMio73428yKvYF/skHVHM48XicVbzJCA7k+OOPj7p5gkdEW9EQi8X4YPO7jD5gLF+Mf4W+sf7sje/m/7GSjz79QExWJs3NzcyZM4dRo0YxbNgwpk2bFvRHOkKXErAZuSQeK4qKiliz80NGDTqY0nhv1vIhlVTTEH856qZpie66Ar21lS+6AjjmmGM4mLG8y+t8If4lPuJd1mz9kNLS0qibpiWiLW/kk7b+2bma4UVVbImvZw+7KKUPq+Iyz9EI0ZU38klXI0aMYNmKvzFp3EkcGf8y7/F//GPl3xg+fHjUTXNM4E/U4sWLmTBhAtOmTWPKlCnaCEs3MWWrgFS/R5Wfb+DAgaxc+zaHHTSWAziQ9+NveG1eziK6UicbteWnrgBWxJcxOjaOt/g777z/FhUVFfZvylNEW2pko67AX20VFhbyya4PGTngQHrRhy1d6702L2cRXamTjdpy8j2q/Hxf+tKXOIQjeIMX+CJf5otf/KKX5kVG4E/Xhg0bkqXzlpaWtHO1tbXU1tYmX8e2NlFW+2jQTXJNY2Mj5eXl9hdGiO5tTG3f1xe/wDPPPJN2/sADD+Tz1h2UlJRE0bysIZd0Bdn13OqKnbY+7H6HtrY2qWDZkEvayrbnVlcSbTTSVf/+/Wlq37fiWTatehY2uaQryK7nVlfsYtbb8VdpbW3N6pgVuMmqqqqisbERgN69e6edy9wFffz48ZabY0aN7u0D/duo0r5evaKd6JoN5JKuQP826t4+sG9jLBbL6mAVFrmkLd3bB7nRxuLi4hBbk53kkq5A2ugHKu3L9pgVuMmaOnUqc+bMYevWrVxwwQVBf5wg5AWiK0EIBtGWIPiP6ErIRwI3WX369GHu3LlBf4wg5BWiK0EIBtGWIPiP6ErIR7QaQJxaLtYR3dsH+rdR9/blItnwneveRt3bB9nRxlxD9+9c9/aBtFHoSTZ839JG7+jePj+IxePx7NtCWRAEQRAEQRAEQVO0qmQJgiAIgiAIgiBkO2KyFOns7OS2227Li/KmIISF6EoQgkG0JQjBINoSVNFiF7Zs2Al87969fP3rX+f++++PuimGLFmyhNWrV9PR0cHo0aO1/A5XrFjBm2++SXNzM01NTdxyyy1RNynn0V1buusK9NeW6Cp8dNcV6K8t3XUFoq0oEG15R3dt5ZOutKhkJXYCnzFjBo888kjUzTFk4MCBDB06NOpmmHLsscfyk5/8hBkzZvDoo3pu4jdu3DhOOeUUVq9ezQknnBB1c/IC3bWlu65Af22JrsJHd12B/trSXVcg2ooC0ZZ3dNdWPulKC5O1YcOG5K7PmTuBC2pUVlYC8OSTT3L99ddH3BpzqqurmTt3Lr/73e+ibkpeINryTjZoS3QVLqIr72SDrkC0FTaiLe9kg7byRVdamCyrncAFdZYuXUp1dXVSYLrx7LPPAtCvXz92794dcWvyA9GWP+isLdFV+Iiu/EFnXYFoKwpEW/6gs7bySVdazMnKhp3A4/E4jz76KB9++CFvvfUWxxxzTNRNSuOpp57irrvuYty4cezevVvLMntjYyO33347BQUFXHzxxVE3Jy/QXVu66wr015boKnx01xXory3ddQWirSgQbXlHd23lk65knyxBEARBEARBEAQf0WK4oCAIgiAIgiAIQq4gJksQBEEQBEEQBMFHxGQJgiAIgiAIgiD4iJgsQRAEQRAEQRAEHxGTJQiCIAiCIAiC4CNisgRBEARBEARBEHxETJYgCIIgCIIgCIKPiMnSgJ/85Ce8+uqrUTdDEHIO0ZYgBINoSxD8R3SVW4jJipj58+dz6KGH0tLSEnVTBCGnEG0JQjCItgTBf0RXuUcsHo/Ho25EvnLvvffy1a9+laOPPjrqpghCTiHaEoRgEG0Jgv+IrnITqWRFxI4dO2hsbBRBCYLPiLYEIRhEW4LgP6Kr3EVMVkQsXbqUyZMnR90MQcg5RFuCEAyiLUHwH9FV7iImKyI+/fRTCgsLo26GIOQcoi1BCAbRliD4j+gqdxGTFRFTpkzh6quv5oknnqCtrS3q5ghCziDaEoRgEG0Jgv+IrnIXMVkR8YUvfIG//OUvbN++nUsuuSTq5ghCziDaEoRgEG0Jgv+IrnKXoqgbkM+UlJRQXV1Nd3d31E0RhJxCtCUIwSDaEgT/EV3lJrKEuyAIgiAIgiAIgo/IcEFBEARBEARBEAQfEZMlCIIgCIIgCILgI2KyBEEQBEEQBEEQfERMliAIgiAIgiAIgo+IyRIEQRAEQRAEQfARMVmCIAiCIAiCIAg+IiZLEARBEARBEATBR8RkCYIgCIIgCIIg+Mj/D5Q3s+u9+ihIAAAAAElFTkSuQmCC", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# create the FourierCurrentPotentialField object from the constant offset surface we found in the previous cell\n", + "surface_current_field = FourierCurrentPotentialField.from_surface(\n", + " surf,\n", + " I=0,\n", + " # manually setting G to value needed to provide the equilibrium's toroidal flux,\n", + " # though this is not necessary as it gets set automatically inside the solve_regularized_surface_current function\n", + " G=np.asarray(\n", + " [\n", + " -eq.compute(\"G\", grid=LinearGrid(rho=np.array(1.0)))[\"G\"][0]\n", + " / mu_0\n", + " * 2\n", + " * np.pi\n", + " ]\n", + " ),\n", + " # set symmetry of the current potential, \"sin\" is usually expected for stellarator-symmetric surfaces and equilibria\n", + " sym_Phi=\"sin\",\n", + ")\n", + "\n", + "surface_current_field.change_Phi_resolution(M=12, N=12)\n", + "\n", + "# create the evaluation grid (where Bn will be minimized on plasma surface)\n", + "# and source grid (discretizes the source K for Biot-Savart and where |K| will be penalized on winding surface)\n", + "Megrid = 20\n", + "Negrid = 20\n", + "Msgrid = 20\n", + "Nsgrid = 20\n", + "\n", + "eval_grid = LinearGrid(M=Megrid, N=Negrid, NFP=eq.NFP, sym=False)\n", + "# ensure that sym=False for source grid so the field evaluated from the surface current is accurate\n", + "# (i.e. must evaluate source over whole surface, not just the symmetric part)\n", + "# NFP>1 is ok, as we internally will rotate the source through the field periods to sample entire winding surface\n", + "sgrid = LinearGrid(M=Msgrid, N=Nsgrid, NFP=eq.NFP, sym=False)\n", + "\n", + "lambda_regularization = np.append(np.array([0]), np.logspace(-30, 1, 20))\n", + "\n", + "# solve_regularized_surface_current method runs the REGCOIL algorithm\n", + "fields, data = solve_regularized_surface_current(\n", + " surface_current_field, # the surface current field whose geometry and Phi resolution will be used\n", + " eq=eq, # the Equilibrium object to minimize Bn on the surface of\n", + " source_grid=sgrid, # source grid\n", + " eval_grid=eval_grid, # evaluation grid\n", + " current_helicity=(\n", + " 1,\n", + " 0,\n", + " ), # pair of integers (M_coil, N_coil), determines topology of contours (almost like QS helicity),\n", + " # M_coil is the number of times the coil transits poloidally before closing back on itself\n", + " # and N_coil is the toroidal analog (if M_coil!=0 and N_coil=0, we have modular coils, if both M_coil\n", + " # and N_coil are nonzero, we have helical coils)\n", + " # we pass in an array to perform scan over the regularization parameter (which we call lambda_regularization)\n", + " # to see tradeoff between Bn and current complexity\n", + " lambda_regularization=lambda_regularization,\n", + " # lambda_regularization can also be just a single number in which case no scan is performed\n", + " vacuum=True, # this is a vacuum equilibrium, so no need to calculate the Bn contribution from the plasma currents\n", + " regularization_type=\"regcoil\",\n", + ")\n", + "surface_current_field = fields[\n", + " 0\n", + "] # fields is a list of FourierCurrentPotentialField objects\n", + "# the plot function can take either the list or a single field, all that matters is it has\n", + "# the correct Phi resolution and surface geometry\n", + "plot_regcoil_outputs(surface_current_field, data, eq, vacuum=True);" + ] + }, + { + "cell_type": "markdown", + "id": "17462ad1-4c56-47ed-9773-5f9e1db2e380", + "metadata": {}, + "source": [ + "`data` is a dictionary containing the `Phi_mn` arrays for each different value of $\\lambda_{regularization}$ (corresponding to the `data[\"lambda_regularizations\"]` item in the dict), as well as other useful information like the net currents $I$ and $G$ and the cost functions $\\chi^2_B$ and $\\chi^2_K$ at each value of $\\lambda_{regularization}$" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "47b0a6cb-9266-4cef-a9eb-b0c07244d200", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "dict_keys(['eval_grid', 'source_grid', 'lambda_regularization', 'Phi_mn', 'I', 'G', 'chi^2_B', 'chi^2_K', '|K|', 'Bn_total'])" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.keys()" + ] + }, + { + "cell_type": "markdown", + "id": "09d06673-e323-4ba1-ac3c-93f2b8ba0471", + "metadata": {}, + "source": [ + "### Helical" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "c7064d90-1615-49f8-9626-536c0c688d31", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "##########################################################\n", + "Calculating Phi_SV for lambda_regularization = 0.00000e+00\n", + "##########################################################\n", + "chi^2 B = 7.50843e-08\n", + "min Bnormal = 5.82907e-18 (T)\n", + "Max Bnormal = 1.71572e-06 (T)\n", + "Avg Bnormal = 3.13000e-07 (T)\n", + "min Bnormal = 5.56692e-18 (unitless)\n", + "Max Bnormal = 1.63856e-06 (unitless)\n", + "Avg Bnormal = 2.98923e-07 (unitless)\n", + "##########################################################\n", + "Calculating Phi_SV for lambda_regularization = 1.00000e-30\n", + "##########################################################\n", + "chi^2 B = 7.50843e-08\n", + "min Bnormal = 5.87142e-18 (T)\n", + "Max Bnormal = 1.71572e-06 (T)\n", + "Avg Bnormal = 3.13000e-07 (T)\n", + "min Bnormal = 5.60737e-18 (unitless)\n", + "Max Bnormal = 1.63856e-06 (unitless)\n", + "Avg Bnormal = 2.98923e-07 (unitless)\n", + "##########################################################\n", + "Calculating Phi_SV for lambda_regularization = 4.28133e-29\n", + "##########################################################\n", + "chi^2 B = 7.50843e-08\n", + "min Bnormal = 5.89892e-18 (T)\n", + "Max Bnormal = 1.71572e-06 (T)\n", + "Avg Bnormal = 3.13000e-07 (T)\n", + "min Bnormal = 5.63363e-18 (unitless)\n", + "Max Bnormal = 1.63856e-06 (unitless)\n", + "Avg Bnormal = 2.98923e-07 (unitless)\n", + "##########################################################\n", + "Calculating Phi_SV for lambda_regularization = 1.83298e-27\n", + "##########################################################\n", + "chi^2 B = 7.50843e-08\n", + "min Bnormal = 6.14901e-18 (T)\n", + "Max Bnormal = 1.71572e-06 (T)\n", + "Avg Bnormal = 3.13000e-07 (T)\n", + "min Bnormal = 5.87247e-18 (unitless)\n", + "Max Bnormal = 1.63856e-06 (unitless)\n", + "Avg Bnormal = 2.98923e-07 (unitless)\n", + "##########################################################\n", + "Calculating Phi_SV for lambda_regularization = 7.84760e-26\n", + "##########################################################\n", + "chi^2 B = 7.50843e-08\n", + "min Bnormal = 6.05922e-18 (T)\n", + "Max Bnormal = 1.71572e-06 (T)\n", + "Avg Bnormal = 3.13000e-07 (T)\n", + "min Bnormal = 5.78672e-18 (unitless)\n", + "Max Bnormal = 1.63856e-06 (unitless)\n", + "Avg Bnormal = 2.98923e-07 (unitless)\n", + "##########################################################\n", + "Calculating Phi_SV for lambda_regularization = 3.35982e-24\n", + "##########################################################\n", + "chi^2 B = 7.50843e-08\n", + "min Bnormal = 6.78531e-18 (T)\n", + "Max Bnormal = 1.71572e-06 (T)\n", + "Avg Bnormal = 3.13000e-07 (T)\n", + "min Bnormal = 6.48015e-18 (unitless)\n", + "Max Bnormal = 1.63856e-06 (unitless)\n", + "Avg Bnormal = 2.98923e-07 (unitless)\n", + "##########################################################\n", + "Calculating Phi_SV for lambda_regularization = 1.43845e-22\n", + "##########################################################\n", + "chi^2 B = 7.50839e-08\n", + "min Bnormal = 5.73472e-18 (T)\n", + "Max Bnormal = 1.71574e-06 (T)\n", + "Avg Bnormal = 3.13000e-07 (T)\n", + "min Bnormal = 5.47681e-18 (unitless)\n", + "Max Bnormal = 1.63858e-06 (unitless)\n", + "Avg Bnormal = 2.98923e-07 (unitless)\n", + "##########################################################\n", + "Calculating Phi_SV for lambda_regularization = 6.15848e-21\n", + "##########################################################\n", + "chi^2 B = 7.50687e-08\n", + "min Bnormal = 6.14279e-18 (T)\n", + "Max Bnormal = 1.71649e-06 (T)\n", + "Avg Bnormal = 3.13020e-07 (T)\n", + "min Bnormal = 5.86653e-18 (unitless)\n", + "Max Bnormal = 1.63929e-06 (unitless)\n", + "Avg Bnormal = 2.98943e-07 (unitless)\n", + "##########################################################\n", + "Calculating Phi_SV for lambda_regularization = 2.63665e-19\n", + "##########################################################\n", + "chi^2 B = 7.56765e-08\n", + "min Bnormal = 6.19589e-18 (T)\n", + "Max Bnormal = 1.75015e-06 (T)\n", + "Avg Bnormal = 3.18154e-07 (T)\n", + "min Bnormal = 5.91724e-18 (unitless)\n", + "Max Bnormal = 1.67144e-06 (unitless)\n", + "Avg Bnormal = 3.03846e-07 (unitless)\n", + "##########################################################\n", + "Calculating Phi_SV for lambda_regularization = 1.12884e-17\n", + "##########################################################\n", + "chi^2 B = 1.67853e-06\n", + "min Bnormal = 6.41085e-18 (T)\n", + "Max Bnormal = 4.68185e-06 (T)\n", + "Avg Bnormal = 1.45881e-06 (T)\n", + "min Bnormal = 6.12253e-18 (unitless)\n", + "Max Bnormal = 4.47130e-06 (unitless)\n", + "Avg Bnormal = 1.39320e-06 (unitless)\n", + "##########################################################\n", + "Calculating Phi_SV for lambda_regularization = 4.83293e-16\n", + "##########################################################\n", + "chi^2 B = 1.70442e-03\n", + "min Bnormal = 6.44108e-18 (T)\n", + "Max Bnormal = 1.39268e-04 (T)\n", + "Avg Bnormal = 4.33090e-05 (T)\n", + "min Bnormal = 6.15141e-18 (unitless)\n", + "Max Bnormal = 1.33005e-04 (unitless)\n", + "Avg Bnormal = 4.13613e-05 (unitless)\n", + "##########################################################\n", + "Calculating Phi_SV for lambda_regularization = 2.06914e-14\n", + "##########################################################\n", + "chi^2 B = 1.61314e-01\n", + "min Bnormal = 7.58617e-18 (T)\n", + "Max Bnormal = 1.27242e-03 (T)\n", + "Avg Bnormal = 5.15967e-04 (T)\n", + "min Bnormal = 7.24500e-18 (unitless)\n", + "Max Bnormal = 1.21520e-03 (unitless)\n", + "Avg Bnormal = 4.92763e-04 (unitless)\n", + "##########################################################\n", + "Calculating Phi_SV for lambda_regularization = 8.85867e-13\n", + "##########################################################\n", + "chi^2 B = 5.36631e-01\n", + "min Bnormal = 7.92974e-18 (T)\n", + "Max Bnormal = 2.73844e-03 (T)\n", + "Avg Bnormal = 1.04753e-03 (T)\n", + "min Bnormal = 7.57312e-18 (unitless)\n", + "Max Bnormal = 2.61528e-03 (unitless)\n", + "Avg Bnormal = 1.00042e-03 (unitless)\n", + "##########################################################\n", + "Calculating Phi_SV for lambda_regularization = 3.79269e-11\n", + "##########################################################\n", + "chi^2 B = 5.86153e-01\n", + "min Bnormal = 7.87832e-18 (T)\n", + "Max Bnormal = 2.95036e-03 (T)\n", + "Avg Bnormal = 1.11115e-03 (T)\n", + "min Bnormal = 7.52401e-18 (unitless)\n", + "Max Bnormal = 2.81768e-03 (unitless)\n", + "Avg Bnormal = 1.06117e-03 (unitless)\n", + "##########################################################\n", + "Calculating Phi_SV for lambda_regularization = 1.62378e-09\n", + "##########################################################\n", + "chi^2 B = 5.87472e-01\n", + "min Bnormal = 7.87802e-18 (T)\n", + "Max Bnormal = 2.95591e-03 (T)\n", + "Avg Bnormal = 1.11282e-03 (T)\n", + "min Bnormal = 7.52372e-18 (unitless)\n", + "Max Bnormal = 2.82298e-03 (unitless)\n", + "Avg Bnormal = 1.06277e-03 (unitless)\n", + "##########################################################\n", + "Calculating Phi_SV for lambda_regularization = 6.95193e-08\n", + "##########################################################\n", + "chi^2 B = 5.87503e-01\n", + "min Bnormal = 7.87805e-18 (T)\n", + "Max Bnormal = 2.95604e-03 (T)\n", + "Avg Bnormal = 1.11286e-03 (T)\n", + "min Bnormal = 7.52375e-18 (unitless)\n", + "Max Bnormal = 2.82310e-03 (unitless)\n", + "Avg Bnormal = 1.06281e-03 (unitless)\n", + "##########################################################\n", + "Calculating Phi_SV for lambda_regularization = 2.97635e-06\n", + "##########################################################\n", + "chi^2 B = 5.87504e-01\n", + "min Bnormal = 7.87805e-18 (T)\n", + "Max Bnormal = 2.95605e-03 (T)\n", + "Avg Bnormal = 1.11286e-03 (T)\n", + "min Bnormal = 7.52375e-18 (unitless)\n", + "Max Bnormal = 2.82310e-03 (unitless)\n", + "Avg Bnormal = 1.06281e-03 (unitless)\n", + "##########################################################\n", + "Calculating Phi_SV for lambda_regularization = 1.27427e-04\n", + "##########################################################\n", + "chi^2 B = 5.87504e-01\n", + "min Bnormal = 7.87805e-18 (T)\n", + "Max Bnormal = 2.95605e-03 (T)\n", + "Avg Bnormal = 1.11286e-03 (T)\n", + "min Bnormal = 7.52375e-18 (unitless)\n", + "Max Bnormal = 2.82310e-03 (unitless)\n", + "Avg Bnormal = 1.06281e-03 (unitless)\n", + "##########################################################\n", + "Calculating Phi_SV for lambda_regularization = 5.45559e-03\n", + "##########################################################\n", + "chi^2 B = 5.87504e-01\n", + "min Bnormal = 7.87805e-18 (T)\n", + "Max Bnormal = 2.95605e-03 (T)\n", + "Avg Bnormal = 1.11286e-03 (T)\n", + "min Bnormal = 7.52375e-18 (unitless)\n", + "Max Bnormal = 2.82310e-03 (unitless)\n", + "Avg Bnormal = 1.06281e-03 (unitless)\n", + "##########################################################\n", + "Calculating Phi_SV for lambda_regularization = 2.33572e-01\n", + "##########################################################\n", + "chi^2 B = 5.87504e-01\n", + "min Bnormal = 7.87805e-18 (T)\n", + "Max Bnormal = 2.95605e-03 (T)\n", + "Avg Bnormal = 1.11286e-03 (T)\n", + "min Bnormal = 7.52375e-18 (unitless)\n", + "Max Bnormal = 2.82310e-03 (unitless)\n", + "Avg Bnormal = 1.06281e-03 (unitless)\n", + "##########################################################\n", + "Calculating Phi_SV for lambda_regularization = 1.00000e+01\n", + "##########################################################\n", + "chi^2 B = 5.87504e-01\n", + "min Bnormal = 7.87805e-18 (T)\n", + "Max Bnormal = 2.95605e-03 (T)\n", + "Avg Bnormal = 1.11286e-03 (T)\n", + "min Bnormal = 7.52375e-18 (unitless)\n", + "Max Bnormal = 2.82310e-03 (unitless)\n", + "Avg Bnormal = 1.06281e-03 (unitless)\n" + ] + }, + { + "data": { + "image/png": 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", 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", 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", 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Gr87/W0gYjti26rvvvuO666674Litre1FdWew+ni2XJlMxrFjx/juu++ws7PjpptuwszMDHNz837tiSE69cMPP1z0frfddts511wpOjXUZ+DlzGW5yHr77be5+eab+eWXX/oUa/To0ed45AaDq6srHR0dfa/b29txdXUd9Dn9vTfU4wPJysjIQC6X88orrwDg4+NDQ0MDAMuWLUOr1dLc3ExzczPJyckAvPHGG3rdazD0eh5cXFzo6OiguLiYUaNG9b0fGBgIMOC4//GPfxAREcGDDz7Yb+z+6tWrL+qdeO6555g9e/Y5x87/PC0tLZSWlrJ+/Xo++eSTQX0uif8hln4NhstVvz7++GO2bNmCtbV134N/0aJFLFq0iFtuuYUPPviA++677w+nSwOh0Wh49dVXkclkkl7pgVh6tWXLFiwsLHjllVc4fPgwKpWKt99+m4cffviCcxMSEkhISODtt98GIC0tjddff53U1FRMTU159NFHef7553nttdcued+L/f77e6+rq2vQenX+GP39/fnkk0944YUXcHFxYcyYMdjZ2Q3quzlfp6Bn0n056NX5nxMknTKU4bBVP/30E1u3br3geH+6Y2dnNyh9PFuura0tYWFhfb/rWbNmkZiYyM0339yvPRmKrTr/t9bf/c5fZF2My1GnLvUMvJL06rJbZP373/8mLCyMRYsW8corr6DVajExMRnQe3HLLbfg6Oh4wfGoqChkMhlKpRJzc3OOHDnSZzjKysrw9/cf8Jz+3hvq8YFkabVajh07xhNPPAFAfHx8n+exN0QqMTGRxMTEc7a3AwIChnyvwXB+8nFERATx8fF9r0tKSgCIjIzsd9xbtmzhiSee4LXXXmPJkiV9Cno2F3vI9cf5n+fQoUPcdNNNnDp16qLnZ2dnk5SUhEajYcqUKURFRQ36Xn90xNSvgbjc9WvBggXcc889QI/XrLS0lGXLlgE9utX7O/+j6dJAdHV1sXjxYj788MOLvi/pVf+IqVf/+Mc/+v6vUCjo7Ozsm1z06hX02IdDhw7x73//m5qaGmQyGc3NzTg6OmJq2mPaPTw8KC8vH3DsA/3++3tv4cKFl9Sr/sYYFRWFo6Mj//rXvwC4+eab9dYpuDz0qr/PKemU/gyHrUpMTCQqKuqc0MNenaqqqrqo7pztoDhfH/uTO23aNJqamvrGLJPJCAkJGdCe9Pd7HYxO9Xe/wXA56tRAz0C4smzVZbXI2rVrF+3t7SxevBiAOXPmkJiYyLx58/TyXowcOZIPP/yQDRs24OLiwrhx45g3bx46nY6YmJi+HIqLnTPQ9cCQjw8k68SJEzz55JPY2NjQ0tLS5yXQ57Nd6r1edu7ciUwm46OPPuKVV15h3759yGQyNm3axG233cbBgwfJzMzko48+Yvfu3dx11134+PggCAJfffUVb7/99kXHvWnTJj788EN27NhBfHw8V111Fe+88w7R0dFD+tsN9FknTZrEkiVL+hZZb731Fi4uLqSlpfHyyy/z0ksvsWjRIurr64dld+ZKRWz9AkhKSuKrr76ipqaGF198kUcffRRzc/MrSr/Mzc357LPPOH36NGq1mtzcXN55551Lyu3lStKl/v5mlpaW2NnZ4eTk1HeepFeDYzj0CuCXX37h4MGDqFQqvvvuO9atW9enV01NTaxbt47JkycTGxtLV1cX999/PzfffDO7du3i0Ucfxd7enqysrHN2VvrT1/5+//295+7ufkm9OnXq1EXHGBUVxYYNG5g9ezbm5uasXLmS8PDwCz7/2Xo1b968i+rUsmXLWLZs2e+qVwN9Tkmn9GO4dOrjjz/m3Xff7Xt99lxw8eLFA+rO+fp4/fXX9yvX0dGRV199lYcffhgXFxcaGhp49tlnsbS07NeeLFy40CCdutj9zudK0alLfedXkl4ZCYIg/K4jOIvu7u5zthkVCgUKhQJ7e/vfb1ASlyVlZWW8+OKLvPXWWyxevJi7776bvLw81q9fz9KlS0lISKC8vJy4uDip3PsZJP2SuBSSXg0dSa8kBkLSqaEj6ZTEpbhS9Oqy2sk6P47TwsICCwuL32k0ElcKrq6u3HbbbWRlZeHs7Iybmxu2trZ9fTYkepD0S2IoSHo1OCS9khgskk4NDkmnJIbC5axXl9VOloTEYBAEgddee40dO3bw73//m7i4OJydnWlubuaJJ55g3759HD58GK1Wy4033njRUBQJCYlzkfRKQkJcJJ2SkBCfK0mvpEWWhISEhISEhISEhISEiBj/3gOQkJCQkJCQkJCQkJD4IzHsiyytVsubb77J119/zXvvvTfgub2VZAxBUGeh63jz0icOEp2gJr/+DgRBK5pMjU7FrxVPoRNRJkBKcyrbq3eKKhPgi5IkDtXniirzmRNxlHWIHysrCAKPPvoooaGhVFRUiC7/cuC31ikAXdtGBM3ApaCHQm3HlzTL94gmD+B082ZKOo6KKlMn6Hgz/2061B2XPnkINCo7+PvpbxAzkOBobRkfZh8TTd7ZZGVl4enpyVtvvTUs8i8HfnNbpTyG0Pkfg+X0otG2UdgwuFLog6Vb08auqudFlQlwsOEQB+oSRJf7QcEeUptLRZX58JFtNCq6RJUJPZXtbrvtNiZOnEhjY6Po8i8Hfhdb1foYgk68uUVV2/u0dYtrV443fkWlPF1UmSqditfz3kSlU4kqt6yznhcyfxFV5p6KfL4uSBVVZi/Hjh3D2dmZL774YljkD5VhX2Rt374dmUxGR0cHEyZMGPBcUR40ukZQZxsu5wzd6kIU6nKMjExEk1mnyEeubcVYRJmCILCrZjceFu6iyQTQCjp+lB3D03JofZIuxc7yPKxMzUWVCfDss8/S0dHB559/zurVq6mtrTVIXktLy6Cbz/5W/OY6BaA+CUK3OLKAFvk+jESuu1PQnsAI44s3QdSX1JbTdGq6sDa1FlXu3pp0RpqYX7RHib5kNNXQpJCLJq+XgoICbrrpJvbs2UNiYmK/vUmGgqRXgK4WQZNvuJwzdKkyUGvFnaxXdWei0on7m9IJOnZU78bL0lNUuQqtil/Kj+Mz0unSJw8StU7L7vI8bEeIW3RBEATuv/9+PD09eemll1i5ciWtra0GyZR06gyqoyBoxJEFNHftwlhku5Lbth8LYxtRZR5pPIaJkQlmxmaiyt1VnYbdiJGiyjzVUEWHWimqTIDU1FTuu+8+jhw5whdffMEPP/xgsExD9WrYqwvm5eXh7u7Ovffey9KlS9m1a1ffe5988sk53Zp7O0cbhCAA4k1cOpWnsTaPFE0eQIX8NN4jxZWZ055Lp6aLiQ4DP8iGSkJdNm4WdgTZuIkms1khR6PT4WwhruK+9NJLyGQy/vvf/2JsbMybb77JypUr2bVrF87Ozv1et23bNvLy8lCr1YSEhHDNNdf0vffFF18QFBQk6jgN5TfXKQDE0ytB0NKlyhBVr5TaTppUZbhbipfgqhN0bKveyQrPpaIuhjQ6Lb+UH+fpMWtEkwlQ3N7EBGcvUWWWlpZy7bXX8tVXXzF27Fh++OEHrrrqKiwtLbntttsGvFbSq0sguq1Kw0psW9V1Gu+R40WVeaL5JNamVoTaDK5Z6mDZUZVKpIM/Lha2osmUdbTgMdIGMxNxHaKPPPIIFhYW/Otf/8LIyAilUsnKlSvZuXMnNjb9T74lnRoMOsTaP9DqulBoyrAaIZ5daVfXodJ14WTuL5pMjU7Dzprd3BVwu2gyAbo1KrZXneK9yXeIKre4vYlrAseJKjMzM5M77riDLVu2EBAQwK+//sqyZcuwsLBg1apVA147nHo17IssNzc35PIeT5hOpzvnvfXr17N+/fq+15MnTzb8hkZG9EwIxaFdcQx7S8Maqp1PWedxZrrcLZo8naDjh4qfWetzFcZG4m1OagUd/yncz8Nhy0STCZDbWk+YvauoE9ePPvqItLQ0vv32W4yNe76D6OhoXnzxRZYvX05iYmK/JWAnTZrEypUraWtr48477+xTsJqaGmxsbLCyshJtnGLwm+sU0DMZFEev5KocRpi4MsKk/4XvUCnvSsXTcgwjjMXzOJ9oPomxkTGTHSaJJhN6JoNuFnZMcAwQVW5eawM3jBLPydLY2MiaNWvYtGkTY8eOBXpKKf/yyy+sWLECBweHAY2XpFeXQGxbpUzG3Ua8yZAgCJR1HWeFl3jhghqdhp8rt3BnwG2iPv8VWjX/LU7ktYk3iSYTIK+lnjAHcXeH/vWvf6FQKPjggw/6voNVq1ahUChYvXo1+/bt67Nh5yPp1GAQT686lClYmY3GWES7UtZ5HD+ryRiJOFdLaEjC3cKNMNtQ0WQC/Fh+jAkO/qI62aFXr1xEk1deXs5NN93ETz/9REBAj121sbFh27ZtLFmyBHt7+wEbIw+nXg17uODatWvJycnhP//5DytWrBju2/VsExuJt3bsVKZhYy6W8kODooQOdT2eI8XrQr2v7gAjjE2Z4iDeOAF+Lk/Gwcya6c6jRJV7urGKMY7iKu3u3bt5/Z+jMW6MQFcb0vdv/rgH8HDM4s0332Ty5Ml9/872oHl59Xj/t2zZwmOPPdZ3/KuvvuLmm28WdZxi8JvrFJzRK3G8uZ2qNGzMxV24ZLfFEWwzSzR57eoOvi//iet8rhF1Mtih7uY/RQe4N2ShaDIButQqStubCbUXz3Dl5eUxa5ot4z2vO0enLNrH8/xfC3jrrbf61SmQ9OqSCBowGiGOKEEnuq2qkqdjhAlO5uI5A7ZWbcPL0pNw2zDRZAJ8WZLEGHtfIuy8RZV7uqmaMY7ihuDv2rWLN54PRqgLPUevrol+BlXnUd577z3JVhmCmLZKmYa1iDolCAI5bXsIEtFWNSgb+bVqO9f6rBVNJkC9oo1vSg9xT/B8UeXWyTvo1KjwtXYQTWZqaiprlnsRbLv8HJ2yVUzliXtlvP7667+brRr2nSwbGxvef//94b7N/9A1grE4Mdk6nQK1rhFzU19R5AEkN37OJKd1mIhkXEs6S9levZPnRv9D1MlgXXcrnxbF859p60WVC5BUXcIDY2aIKhPAxOZOjN0v7OxtMnIt119/PU899VS/1+7cuZPAwMA+ZQOoq6tj06ZNVFVV8dlnn3HnnXeKPmZ9+M11Cs7olTg7T93qYixHBIsiC6BankWzUkaY10ZR5OkEHZ+UfMoM5yjRPYPv5scxxzWcsfbiPVMAjtbJGOfkwUhTcePxjc3HY+yedMFxU5fjRER8wQcffDDg9ZJeDYCItkqlrcPEaCSmJnaiyBMEgaONnzPN+SbRnv+ZbVkcajzC82OeFUVeL8UddfxcnszXMx8UVS5AYnUxb81YKbpcE9sHMDZ/9ILjxhbR3HHHHWzYsKHfayWd6h9BUIHQBUb2oshTqEuws5wjiiyAks6jaAU1QdbizH80Og0fFn3Mco8l+I70EUVmL6/nbOdq32n4WYvnuANIqilhlrs/xiLPK40tojB233XBcVOnnUyceJznnx94R3649GrYF1m/NYK2BozF8TyptLWYmbiKVvQiq3UXTcpylng+I4q8Snkl/y58l9v8b8HFXDxF0Oi0PJvxIzf4z8LfWtxQiVp5BwVtjUxzFXeSaQhbt27l1VdfJTIyko6ODszNzfn000954403OHbsGEZGRjg6ilv440pC0HUCGjASZwKn0tRiYz5VFFndmjb21bzODJc7MBUh4Vcn6Pi87EvUOjVXe682fIBnkVCXTXJjId/O7H8CpS+7y/OY5yXewlUMJL0aGEFbjZGpOIt4lbYWM1PxCkmkNH+PVqci1HauKPKKOor4uPhT7g/+C3YjxHmOQE+xi2cyfuDekIW4WognF3pCmrrUKtF3sgxB0qlLoK0FY1fRQvFU2mrMTcXJc21X15FY9x7z3R8RZXwanYYPiz/G3syeRe7iRkZsrThJubyRFyPXiSoXYJcsj5X+EaLLNYTh1Ks/3CILTQFGlqtFESWgFa0CWlnnCY41fM5av7dEmQzKusp5o+AtrvdZx2THiSKM8H+8mx+HpYkZtwaK58Hp5YeiNFb6hWNhKs5OnhisXr2a1atXX/S9qKgocnJyftsBXW5o8sB0lGgebQENRiKE9Gp0SrZXPUOwzWzC7OYZLE8raPm05HOaVc38NWQDJiJW/5R1NvBK9lbemnQr1iJXKmtRytlfWcjTEw3/DsRE0qtLoCkAS5F2SQQNRiJFR+S1HSCzZTvX+r0jSgXc/I4C3i18n7sD7xQ1TFAQBF7O3kqwtTurvaeIJreXb4tOsy44UnSPuyFIOnUJNPkwQryCKoKgxQjD9Uqp7WRbxT+Y4Hg1ftaG/1ZVOjXvF32IMUbcF/wXUaONctoq+aBgD59MW4+5ibjztIrOVjKaa/hojrhFnwxlOPXqD7jIKgFTcSrsaLStmIhQZjO7NY4jDf9hudfzOJgZHjN+tDGZb8u/41b/m5niKG4e1rdlhznckMem6feKWkQDQKnV8G1RGl/Eiu8dkRhGNCVgIl7VKo2uzWC96lQ3srNqIw5mPsxwMTzZv0XVwkfF/2GE8QgeCXkIcxPx2gvUdbfy8KkvuC9kkeg5IwDfFqYx33sUjiJX65QYZsS0VbpWTIwMazMgCAKnW37hVNMPXOX7GtYjDAsPFgSB+PoEtlRt4y9B6xljJ14esiAIfFi4j5LO+mEJaW9VdrO9LIddyy6PsDuJQSK6rWrFxNgwvWpVVbGj8jl8rSYzweFqg8dUr2jg/aIPcbNwY33gnZgaizeNL+us52+pX/PkmKtEj2IC+CI/hTUBYy8rJ/tw88dbZOnqwVicogqdqjSszPQvM6kV1Bys+4hy+SnW+r6Jo7mfQeNRapV8U/4d+R0FPB72mOgxuD+UHeVH2TE+mno3dmbiT9h+LE5njKO76NWaJIYZXT2YiKNTOkGNXJWDlZn+E64qeSa7q19knP0qpjhdb/AEK7Mti/+UbGKuawwrPZeL6lyoU7Rx78lPWes7nVXe4jpEAOQaFZ/nn+TbeTeILlti+BAEBQhyMBIn+bsnQV9/W6XWKThQ+xbNShnr/N/DdoRh+i7XyNlU9gV1ijqeiXgSNwvxCh0JgsDHRfs5VJ/LB1PvxMJE3DxE6JkMLvAOwWOkeOXgJYYfQVePkYk48yKNtg2Vth7LEfov2so6T7C35jWmO9/CWPsVBtuqk80pfFH2NSs9l7PAbZ6ozgVZZwMPnNzEvaMWEOsmnkOklyaFnJ9LMolbdpfosi9n/lCLLEHQnTFchi8QNLoO6ju+wdeh/2IJA1HRlUZC3Ts4mvlwnd97mJsY5g3JaM3kS9nXjLIOZuPoZ7A0Ea85nlbQ8V5+HEn1OXw49S7cLe1Fk92LUqvho+xk3pu9WnTZvdS0fUqV9sIu383yeuD1YbvvHx1B14WRsTiTwbqOL7Eyi8DUeOiTF6W2k6MNmyjqOMQCj7/hb21YXleHuoMfKn4iuz2HvwTdTYSteL1QoCfs4vHT33C930xuDBCvmtTZfF1wmikuPoSIWFXwbDqVpzkuu7C6XFaNElg9LPf8UyDIwchKlEmSWttAY9cWgp3f1ev6ko5jJNW/j5flOK7xe9ugNgiCIHCyJYVvZT8w0WE86yPuwsxYPK+1SqfhtZxt5LRV8v6UO3EwE7dJOEC7SsGXBaf4aeHwVeurbH2XRsWFBSE6FDXDds8/BUIXGLij20tN+yfYWczSK7RdrmnhUP3HVMrTWeb1HF4jxxo0lhZVC9/IvkMmr+CRkIcItBa3/UdKUzFPp//AAyGLWO4tbuXfXv6Te5xlvuG4jxS3CXMvbYpjF7VV+fVy4J5huedg+EMtsoyMjBGMbEBoN8hDKAg6Shofw9ZiBg4jh1a+skvTwuEzyhXj9gCB1jMMMqQtqha+Lf+B0q4ybvG7iXH2hinr+bSru3km/QfUOg2bpt+H/TDsYAF8U5hKhKOb6M1Sz8bD7i68vTdecNxxpLilTf9sGBnbIQhtBrdNbVckU9P2EaM9tgzpOkEQKOhI4FD9xwRYR3Fz4GdYmOjvYdYJOo40HuXHil+Y7jSVl8a+IKrTAiCuOo03c3fw5JirhsUrCNChVvJJTjLfLbhxWOQDWJtPYJrfwQvfqD3OKS50aEgMEiMbEDoQBJ1BSfA6QU1hw4O4WK/FxmJok6N2dR0H6z6gSVnGPPdH8LUyLLe3QdnAl2Xf0Khq4r7gewixEbf1R6OygydPf4uDuRWfTruHkabihfSezSc5x5nvPYpAW3EqP14Mb/sHCTJ/7ILjNhbi9uT802FkB0KbwWKa5Xtp7NrKGI9fh3SdTtCS3babYw3/JdxuATcHbsLMWH/bohW0xNcn8mvVNmJco1kfdBdmIuT09yIIAj+VJ7OpOJ7nI9cx1Wl4iifVd3fyfVEau4cx/NbOIoppfhdWF2x03cnx0uPDdt9L8YdaZAFgZAGCUu/LlZoaiht7qr8EOw7eM9itaeNU849kte5itP1ig5WrW9vN7po97K+LJ9Y1mrsCbhc1TwTgeGMhL2ZtJtZtDBtCF2NqLF6i/9m0Krv5IPsYX8+9fljkSwwzRhaga9D7ckEQqOv4gqq2dwh2/jfmpoPLSxIEgdLOYyQ3fgnAMq/n8LA0rCpRTnsuP5T/hJGRMY+EPkSAlb9B8s6nQ93N/+XuIKu1nA+m3kWwzfBVJvsw6xgxXkGMshOvqbPEb4UpPW0q1YB+z3WFuoyixocwM/XEy+6hQV/XqW4kpek78trjGe94FYs9/2FQMaZOdSfba3ZyqOEISzwW8ZD7A6LmiQDE12bxWs42rvadxp1BsaLnC/dS3dXON4WpbF8iXlNnid8QI3MQFHpfLghaqts+oLbjC0JdP2OEyeCerTpBS2HHQY43foWFiQ1X+byKi4X+YYaCIJDWms6Plb9ga2rDU+F/x9NSvOqhAE3KDl7O3kpNdyufTv8L3iOHz6nwZvpBrgka96cMv/1DLbIEQQ26Fr37+bTI91Pa9CRutrfhafuXQZVu79a2kdr8M1ktOxhlG8ONAR9jM0L/nCONTkNCQxLbq3cw2nY0z495FmdzcSdR3RoV7xbs5lB9Hk+PWcM0kZsNn8//pSexxCdUysW6QhG0NRiZeOh1rVrbQmnT31FpaxntvhmLEf6Xvp8gUNZ1nOTGL9EJGqY530KQ9QyDPP7l8gp+rPiZWkUd13ivYYrjZNEnar1Oizmu4Xw940EsRe5ZdTbFbU18X5zG7qVSYv4Via4JjKwxMhr6AksQBJq6fkXW8gJe9g/hZn3zoKIlujRNpDT9QG7bvj5HoJWp/hEfSq2S/XUH2F27h8mOk3lp7AvYm4lbRr1d3c0budvJaq3gtQk3Mc5heFt/vJh6gJtDJuFtLe7nkPiN0NaC2TS9LlVp6ihuegRB0DLWYwdmppd2kAmCjqKOwxxv/JIRxhZEu96Lr9Vkg6KXijqL+aHiJ7o0XazzXkuk/TjRC7sk1Gbxas42VnpP4qXx12MmslPkbE43VhFfVcT+FeuH7R6XM3+oRRZdm2BE+JBjaLtU2ZS3vIJSU84olw+xsbh0gnqrqorTzZvJb49nlM1srg/4yKBkYZVORVL9IXbV7sbL0otHQ/6Kn5W4BkUQBBLrc3grdycTHQP4duYGbEaIGyZ1PrvK80ioKmbX0svbM6jRaHj11VeRyWQXdAP/MyNoa0CxE+zeGNJ1Wl03tR2fUdu+CWfrqwl2eQ9jo4EXHRqdioL2BFJbfgZgmtPNBNvMMmhxVdpZxrbq7RR3lbDcYxkPj3pQdC97o6Kdf+fvJr1F9ps4LTrVSh44vJW/jpuN2zDFt4uBpFP9I3R9CmaRQ76uQ5FCeeuraHXthLl9hZXZpXd2G5WlnG7+heKOI2dCmD7DylT/Xkrd2m7i6xPZU7uXUdaj+Ef4k3hYirtjKwgCu6pP817BHua6jR52pwXANwWpFLQ28GbU8mG9jyFIOtU/gqYEVAfB6vYhXafRdVDT9hH1nd/iZnM7Xnb3X9LBrtYpyG3bx+mWXzA3tmaW63r8rKYYtBjK7yhgW9UOqhU1rPZayWznmaI7AqvkzbyZuwNZV+Nv4rRoVsh5+Mg2npu8AFszcVuXiMlw6tUfZpEldG9FkH+HkdP3g75GpamjsvUNWrsT8LJ/CBfrdRgP0GtEEASqu7M43fwz1d1ZjLFfxs2Bn2Jlqv82q1wjJ7HhIHG1ewm0CuDB4PtFT2oEqOhq4o3c7VR3t/DM2KuZ4iRemdP+SG+q5tkTe/hy7nXYmQ/vYs5Qurq6WLx4MR9++OE5x6urq/nxxx+xsrLC3d2dFStW/E4j/O0RdK0ILXdiZHU7RuaD8w4Kgpamrm1UtP4f1ubjGe3+CxYjBv49K7TtZLTsIKP1V5zM/Zntst4gb6AgCOR3FLCjZhdV3VUsdV/CX4LWix5uq9Fp+bk8mc+KE1jlPZkfZj087BNBrU7Hw0e2Md7Zk5tGidsfT2wknbo4QtfnoEzEyOm7QV+jUJdT0foqncrTeNs/irPV6gEngoIgUC5P5XTzTzQoSoh0WMWtgf/F0lT/HZpOdSf76g9woC6e0bajeTz0UbxHit+SoKijltdytqHQqvi/CTcx2l7cKroX43BNKW9nHuanhTdd1uWlJZ26OIK2FqHlLoxsHsdoxOAKGOkENQ2dP1HV+hZ2ljGM8diJ+SUaendpmklv2UpW6y48LCOY7/4InpZjDbJVmW1Z7KjZRYuqleWeS5npFCW6I1Cl0/B16SG+LTvMDf6zeHnCDcO6ewU9xc7uOfgLy/3CWeYnblEpsRlOvbriF1mCphSh4y1Qp2HkuAkjk0t71LrVxdS0f0KzPA5X6+sZ53VgwGpnOkFLcccRUpt/pFvbzgTHq1nk+QQjDMi5alI2s69uPwcbDjPWbgyPhf5V9JLsAM3KTjYVJxBXk8bNAXN43f8mRgyzcgHsrSjgqeO7eXn6UiIcxSvfOxCpTT/xS+fOC44XdWTw3XffsXnz5r5j69evZ/36/21f29nZ4eR04WL5tddeIzw8nPb2dpYtWzY8A7/MEAQ1yL9H6PoQLK/GyOrSIWk6QUlj52Zq2v+DibEdwc5vY2MxcNPFNlU1p1s2k9d2gECbGaz2fhlni0C9x60VtKQ0p7K7dg9yjZylHot4aNQDjBCxuhn0GMaEumw+LNyLq4Udn0xbT8Aw9BQ5nxZlj1cQ4PkpC0UPIbkYtd25/DvvwuI/ZWVt5ORYMXny/3b9JZ0aGEGdh9DxOmjLMXL876Aqdnapcqhp+4Q2RRJuNrcT6PR/mAxgd7SCmoL2RFKbf0IQdExwXMtyr+cNyrmqU9Sxp3Yfx5qOM9lxEk+HP4m7yDtX0NNP7j/F8Ryqz+Xu4Hlc5TMVk2HKvTqbX0oyeCk1ng9mr8HfRv8dvqFwvOErTnde6BCukmewadMmvvzyy75jZ+uVpFPnIggK6PoSoeszjKzXY2R56Sa3Wp2chs4fqGn/FAtTP0JdP8fKfMyA1zQrZaQ2/0xRxyFCbGO5xu9tg3qeanQakpuOs7t2D2DEUo/FTHeaiokIzb/PRivoiKtO45PC/Yyy9eDLqAfwHClOpeCBqJN3cP+hLXha2fJo5G9TzKWi6/RFbVV2RSPVqd6/m626YhdZgq6zZxIo/wkjqzvA/lWMjAZe9HQqT1Pd9jEdyhTcbG4i0jOBESb9P1RVum5yWuNIa9mMpYk9k5zWEWg9A2MDFEHWJWN37V4yWjOY5TxzWHKuALo0Sr4pPcSP5cdY7DGeH2f9FUdz8cvdno9Kq+X19ER2yfL4NOYaxjuLm6wJZ/qknDrJXyafW8J7otM1rPT+6wXnH7JZy/XXX89TTw29HH9eXh7r1q0jMDCQJ554gs8//1zvcV/uCIIAqqMI7S+CiTtGDp9iNGLgcCSNrp36jm+p7fickSMiCHB6CRvzaQMuAGq6czjd/DMV8jTG2C3lpoD/GNT4VKFVcLDhEHtq92NvZs8Kz6VMsB8/LMnxKU3FvF+wB7VOyyNhy5nuPOo3WeykNlTy4OFfWeYXzuPjYzA1Fv+zFTY1kVBWwvpJ/1scu1uG81DYvy8493jbcZQRX/DBBx8M+T5/Jp0CEHQtCJ3vgCIOI6t7YeR1GA0QOisIAh3K41S3fYRcnYu7ze34Oz0/oCNQoe0gq3Un6S2/Ym/mzUyXuwwOXyrsKCKudg95HQXEukTz8tgXsDez11tef7Sp5HxRmsS2yhSu8p7Kz7MfGfYwdoBujZp/puzjRH0F382/cVjaIGh1Ot49kczD02ecc3yay83M8b6wX9DmkdHccccdbNiwYUj3+dPplCCA8gBCx0tgGo6R03cYmQ7soFNrm6nr+IK6jq+xsZjKKJf3sDafMOA9KuVppDb/TJ0i/8xu8BcG7QZ3abpIqE9iX90BvCw9uc73WsbYjhbdhgiCwJGGfD4o2IulqRkbx13DBEfxI6QuxqGaUh49up2bQyZx/5gZGA+DfUyvrSHS/dw8cR+rCTwU9swF5+4s3snxicd5/vnnh3wfMfTqilpkCYIA6nSE7u9BsQ/M52HkvAMjk/69yFqdnKau7dR3fota24SH7Z0EOb+JiXH/pcqV2i7SW34lrWUznpZjWOjxdzxHDuzpuNS48zsK2F69k8ruKha6z+dmvxuxMhW/XHqnWsEP5Uf5oewo051D+CLqfrxGDr93Tq3Tsrkki3ezjhDh4MqOpbfjYC7u59MJAnuLi3j/ZDImxsYXLLKGAzc3N2xtbbG3t6elpWXY7/d7IOjaoHsLQvdPIKgxsnkMzBcM+ODvUmZS1/kNzfLd2FvE9ngDB8gPEQSBKnk6x5u+pl1dy3iHNcx3fwwzE/1/I53qTvbW7Se+PoFQm1DuDV5PsLX4YbCCIJDSXMJnRfHUK9u4J3gBCzzGDluFs7MpbGvk7YxDnKiv4F9TF7PQJ0T0e1R1tPNRygl2FOTz7JxY0eWfz59CpwQBVMcRun8A5UGwWIGR864Bd680unYau7ZS3/EtgqDGw/YuQqw/xniA4hjd2jZON/9CZst2/K2nscL7eVwt9M8JFASBjLYsdlTvpEXdwiK3hdwdeCcWJuLnU7Squvi27DCbK04wz30s3818CBeL4a8+ptRq+LbwNB/lJDPDzY9tS27DeoTYocQ6dhTk8f7J47haDb9z88+gUwCCtgm6f0bo/hmMLDCyfQEj85n9ny8IdCpTqOv8llb5ARytlhDh/uOADYZ7Ci+d4ETjVyh1XUxwvJplXs9iaqz/b6RV1Upc7V4ONhwi0j6SR0MfHpbIJUEQONyQz2fF8Si0Ku4LWcRsl7DfxBGY1VzLW+kHyWtt4O2ZK5nh7i/6PUpbW/jg5HEOlBaTuv5+0eWfjxh6dUUssgRdJyh2Isi/BaELI8t14PwYRgOU1+xS5dDQ+T1NXduxNp+Mt/1fsbOYPWAce4e6gbSWzeS0xuFnPZW1vm/gaO6n/7gFgfS2DLZX76JD3cFSj8U87Pyg6OFL0FOF6fuyI/xUnswMl1A+mbYe/98ghEml1bJdls07mUfwsrLjrRkrmOIq7sNDq9NxoLSYt5KPMsLEhA1To5gXKO5kWhAEfvjhB/Lz80lNTeW9997j008/5ZFHHuG///0v9vb2PPLII6Le8/ekx2GRccZhsRfMYzCyfQ5G9O/91uo6zzgsvkOtbcbV5gbGee7HzKR/D7BO0FLUcYjU5p9RaDuY6nQDoXbzMNGjwWMvLaoW4mr3cqjhcE/4UsRTuFuIH5IqCALHm4r4rCieZlUndwTFssgjcthaHZxNUVsj72Ye4UhtGXeFT+X1qGWMFDnfq7qjnQ9STrCrMJ91o8ey7+bbcR4pnmPkz6ZT0Ouw+BVB/h0YGWFkeR3YPoeRsf3FzxcEulRp1Hd+T7M8DjuL2fg5Poet+fQBJ0atqmpON/9CfvsBRtnM4Tr/97Ez0z9qQCfoSGk5xfbqnegEgeUeS5jqNEX08CXoKR39TdlhtlWmMN997G8WwqTQqPmpJIMPso4R4eDKZzHXMMZR3LBHtVbLrqIC3k4+iquVFc9GxzLLR/85xPn8KXVK0IH6VM/8T3kILBZiZPc6jIjsV0c02lYau7ZQ3/k9gqDG1eZG/ByeZYRJ/78zraAmvz2B080/I6BjqtNNBNvMNihyqUHZwM6aOE40nWCGcxQvjNmIk7n4pdJ1go6D9Xl8VhyPVtBxZ1AssW6jfxNHYFZzLe9kHia9qYZ7R0fxwZw1mJuIu7QobW3hvRPJJJWVckvkBBJvFbeq7nDq1WW7yBJ0HaCMR1DEgSoZzKb3eNjNZvZbbUyjbaVJvp2Gzp9Qaxtxsb5mUMmMnepGTjX/SF7bPsLsFnC9/4fYmun/8BUEgdOt6Wyt+hWtoGOl57JhKRkNUNvdyndlR9hZnUq0awSbpt+Lj9Xw9TuAns+X1VzLzyWZ7JDlEGbvyqvTlzHdTbxKNYIgkFpbzbb8PHYXFeBubcNjUbOYGxA4LF4ZIyMj/v73v/P3v/8dgE2bNgEQGRlJZOTQq4BdjvQtrJR7QBEHGGNkeS247MPI+OK7nYKgo0N5kobOn2mR78HWIuqMw2LOgA6L3jzG5MYvMDMeyWSn6wi0jjLIYDWrWthRvYvkpmRmOs/gxbH/xNFM/F1ajU5LfF0WX5ceQqlVc3tQLAs8xg17fki7SsH2shw2l2Yh62zh9tAp/GvaYlG97E1yOTsL89lZmE9+UyPrRo/lwM134GApfnjWn0GnAARdMygO9Ngq9Wkwn4OR3fMwov/iLSptA01dv9LQ+RM6QYGL9bpLOiwA2lW1nGz6lqLOw4yxX8ZNAZ8aFGqrE3ScaD7Jr1XbsTCxYI3Xasbb9z95NYSKria+KTvEvpoMFnuO55sZD+JmaS/6fc5GEARONVTxc0kGcRX5THL24sM5a0QNY9cJAsmVFWwvyGNvcSFBjk78a+4CZviIX7ntT6NTgg7UqQiKPaDYA8Y2PbbK9p8Y9RM2Kwha2hRHaOz8mdbuROwtY/BzeA5bi6gBf89aQUNBezzHG7/CZoS7KKG29YoGtlVvJ7UljVjXaF4Z9y9sR4i/S6vSadhTnc7XpQcxNxnBnUFzmeMaNuyLqyaFnG1l2fxSkkmzUs5d4VN5Z+YqUYvG1HV2sr0gj52F+VS0tXHjuEgSbr0TG3Pxm5APp15dZossXU+VQMVuUJ0Es2kYWSwCu1f7VSydTkFL934au7bSoTiBneUcvO0fxc5i1iXLcDYrZZxq/rGvtO1NBpa27Qm1yGRL1a9odBpWe61iosPw5IYUdtTwdelhjjTkscJr0m9isOq7O/m1LJtfijORa9WsCRjDlkW34msjnhdS1trKr/m5bMnLwdTYmNVh4fyw9joC7Iff0/lHRVBnIHTvBsXunmaNFosxsn+vJ5a9H0MiV+XR2PUrTV3bMDG2xsXqany9HmfEJSaBGp2KnLY9pDb/jIWJDbNc1+NvNdUgg9WqamNnzS6ONB5ljstsXh73InYjxO9j061Rsb3qFN+WHcbFwpa7g+cx0yV0WA2WRqfjaF0ZPxdnkFhdwiyPAO4bHcUcz0BGiLRjptCoSSwrY3NuNserKokNCGD9pCnM8vHD3PQyMwFXDFoE+U8Iil2gTgfz2RhZXg3272BkbHXxK3SdNMv30NT1K53KNBxGzsff8Z/YmE+9ZJuCekUhp5p+pLwrhTH2y7g18L9YmOg/adMJOk61pLKl6lcsjC24we+6YckNAchureCr0kOkNpewxncaP87+K07mw9t6oKqrja2l2fxckoGxkRFrA8exe9mdojVDFQSB4pZmtub12CoHCwtWhYXz63U34W0r9djSF0GV0jP/U+wBYweMLBaD4yaMTIMvfr4g0KXKoKnrV5rkOxhh4oaL1Vr8HZ/H1MR+wHupdN1kte4krXkzdmYezHd/FG+r8QaNv1HZyLbqnaQ0n2K+21xej3wZK9OLPw8MoVOtYEvlCX4oO0qAtRuPRqxgimPQsIYFqrRakmpK+Lk4g2N1MuZ5BfP3CbHMcPPDRKQc4S6Viv2lxWzJzSG9rpaFQcE8EjWT6V4+jDAZ/giS4eDysrDqPATFbowsloLdGxgZXzyWuSfO9hSNXZtplu9mpNkYnK1WE+T8FqbGl354NyvLOdn0LbKuFCIdVnNr0BdYmuj/YOyNY99S9SsqnZKrvFYxyWGi6JMztU5DfG02P1ckUyVv5lrfKB4NX47tMCYJl7Y3s7eygL0VBRS1N7HAexQbpyxkqquPKAmNaq2WlOoqEspKSCwrpUWhYOmoEN5evIxxrm5DemjsrtnD4eqjFxw/2XzK4HFesWhKEFofA4slGDl8BKah/X6nam0TTV3baOzaglrbiJPVKkJdP2Wk2aXLr/YsruI42fQdzuaBLPB4DE/LMSIsrnZzpPEIM5yjeGnsi6I3OwUo7aznl/LjxNWkMcEhgOfHXcs4B/FCfM6nW6PmUE0peyrySaguxsfanqsDxvLPKQtFy2Osam8noayEhLJSTlZVMsbVjavCI3hz0VKszQYfdljcWcKtJy4MzWjIrsef4S+tfdmizkdQHsRo5LVg9j5G/eT4CoKOdkUyjV2/0CLfh43FVFysr2WUy8cDVgnspV5RyInGb6hV5DLRYS1z3R/G3ET/SVvv4mpr1TZGGI9gnc+1jLMzTE8vhkKrYm9NBr+UH6dVLed6vxk8O/ZqRpqK74WGHhtc2NbInooC9lUWUNHZyhLfMN6csYLxTp6ifD6lRsPxqso+W6XUaFgWEsqnK68i3HloRTN+rdzOzqbdFxzP7ygweJxXLJoChPaNGFksAccvByxkodLU0di1lcauzegEBc5Wqwl3+27AXKu+a3XdZLXs4FTzj3iNHMsyr+dwsww1aOhNyia2Ve/kZHMKsa7RvBb5Etam4ufi5bdX83N5MvG1WcxwCeWNSbcQait+cbFeOtVKEquK2VtZQFJNKSF2zlwdOJb/m7EcG5EiLMpaW0goKyWhtITTtdVM8vBiTXgEHy5bieWIwe+M5bTlXtRWVeZXMJPpooxVHy6vRdaIMIwdPu737W510ZlJ4HaMMMbZ+upBhQP20qAo5mTTN1TKMxjvcBUxbg8aZLAEQSCnPZfNVVuRa+Ss9lrFFMdJoi+u6hVtbK04yZbKk/hbuXC930zmuIYPS25Ir7GKq8hnV3kezQo5C31C2DB2FtPdfEWJtZWr1RyUlbG3uJCEslJ87eyYGxDI6wuXMNbV7ZKLN6VaQ3JpBdEh51bLWeKxiLu9L1SytY5rDR7zFYupL0bOewbIs5LT0r2Ppq7tdChOYD9yLj72f8PWYsYld4IB1LpuMlt3ktr8E67mo1jm9Szulob1xGhXd7C7Jo6khoNnFlfiVzXT6LQcacjnx/JjFHfUscp7Ml/PeBD3YdoN7jVWuyryOVxTylhHdxb6hPBoZDSeVoZ71wVBIL+pkb3FRewtLqS2s5No/wCuCgvnzYVLsLO4dOGC0sYWlGoNYR7/mzAGWQfy76kXqS4oHOeLlC8MHvcVy4gwjB3e7fftLlUOTV3baOrajqmxHc7WV+Pr8MQld4J7qenO4UTjNzQoi5joeM2ZliH6F5/oDWHfUrUVI4y5xudqIu3Gib64qpI380vFcXZUnmK0vQ93B88jyiVkWEJtBUEgp6WO3eX57K7IQ6HRsNAnhCcnzGWKq48oFTjblUqSZKXsLS7koExGiJMTMf6BfLB0BWHOLpf8/rpVak6UVV5gq1Z5r+DaoAvtUrTNb1Pu+rLENBBj5x39vq3RtdMi30NT13Y6Vek4Wi7G3/F5bMynDKphvVLbeaag2Ra8R45jtc8ruFgYltvdE8K+k+Sm48S4xvDauJewHiHu4kqt05BQl82PsmPUKtpY4zOVH2b/Fedh2g1uU3ZzoKqI3RX5JNfKmOTizUKfEJ6ZNB8XS8M/m04QyG6oZ29xIXuLi2hVKIj1D+DGcZF8sGzlJZ2AgiBQWN9EiNu5YdIRduE8M/Ui1QUbdnL8+HGDx60vl9ciiwsVRRA0tHYnUNvxBd3qApxGriTY+S2szAYfN96iquRYw+dUyTOZ5HQt8z3+hpkBPa7+148njm5tN6s8VzLdaaqoiyu1TsOh+jy2VaaQ2VrOQo9I3p9yB4HW4if4yzUqjtbKSKouJqG6BEEQWOQTwgtTFjHJxdvgHave0IrEslKSZKWknSm/uTAwmMdnzsbd+tIPC4Vaw9EiGXHZBSTllzLKzekCwyVxMUwvqicKdQX1nd/Q0PkjVmbjcLJaMeidYOhJEs5q3cXJpm/xsIxgpfeLBlU1A6hT1LOndi/JTceZ6jR1WHKuyrsa2VaZws7q03hY2HOtXxRz3ceI3pix11mRWF1CYnUxGU01THbxZolvGC9OWYSjheE7Vp0qFUcrZCTJykgsK8XYyIgFQcE8MyeWSZ5eg5pkljQ0sye7kD1ZBTR1ybkvdvo5iyyJ/rjwu9UJSlrk+6jt+ByVphYnq1WEuP5nwKqb59OgKOZowyaalKVMdrqeZV7PGdTj6ux+PEYYsdprFZMcJoi6uFJq1STUZfNrZQpFHbUs85rIpqh78R4pfm5wu0rBkdoyEqtLSKouxtJ0BIt8QnlzxgrGOXoY/LkEQSCvqZGkslISy0rJbqhjsqc3i4KCeTZ6Li4jL+2U7VKqOFRYxp6sAg4XyRjj5SbZqkFx8Wdwt7qYuo6vaOzaiq35VFysr2GU5eB2ggHUOgXpLb+S2vwTflaTWev7Jo7mhuXLVXVXs7smjtSW08x2mTUsOVdFHbVsq0whrjqNIBs3bvCfNSzO9V5nRa+tymupJ8rdj6W+YbwRtRxbM8Mri7YpFBwul5EoK+WgrAwrMzMWBgbxyryFRLp7XHKOKQgC+bWNPbYquwCFWkP8Yxe2QLgcucwWWf9Doa6gofN7Grp+wdzEEzebm3G0WobxAP1FzqdD3cCJxq8o6jzMRMe1LPB4zKAGwkqtkkONR4ir3YPdCHtWeC4TvR+PrKuRXytPsqsqFT8rF1Z5T+GVCTdgYSJuZbFaeQfxVUXsryzkRH0FY53cifEMYlPMNYyyczbYWKm0Wk5UVRJfWsyB0hI0Oi3RfgHcPG48Hy5bNaiQpbZuBYn5JRzILeZYcTkRnq4sHD2KxxbNxtVm+Mvi/tHQCSpa5Hup7/weuSoHZ6s1jHbfgsWIwYfG6QQtBe0JHGv8Lw5m3qIsroo7S9hdE0duRz6xLtGihwUqtGoS67LZWnGSsq56lnpO5IMpd4reQFil1XKyoYL9lYXsryxEJwjEegVxR9gUZrj7iVIdsKKtjQOlxcSfCa0Y7+5BtF8At6+eSJCD4yX1VhAE0itrOZBbxIHcYrpVauZHBPP08lgm+nphbDz8pX7/aHSri6nv+I7Grq1YjhiFh81dOIxcgNEQKmi2qqpJbvwvFV2nmeJ0g8GLK7lGTmLDQfbW7sfT0mNY+vEUddSyteIke2rSCbP14mrfacxxDRfdYVHR2cqBM7YqrbGaiS5exHoG8ZeI6QTYGu6EUWjUHKus4EBpCQmlxYwwNiHaP4B7Jk9hupfPoEKWmrvkxOeVsD+niBRZFRN8PFg4ehTPrpiHg9Xw9/z6o6HTKWiS76Sh83sUGhkuVtcw1mM35qYel774DFpBQ05rHCeavsbdMlyUatH5HQXsqomjTF7GPNe5vDbuZVF3ruQaJXtrMthWmUK9oo3l3pP4POo+0dvwKDRqkuvK2VdZyIGqQixNRxDjGcQDY2aKErEkCAKlrS0cKC3mQEkJOQ31TPbyIsYvgAemTMfP3v6SMrQ6Hanl1ezP6bFVRkawMGIUr1y9mLFe4m82DBe/ySIrNjaWF154gVmzZl3y3G51CdVtH9LafQBnqzWEuX7JSLOh9YZRajtJafqerNadjLZfanCScLm8gsT6JJKbjhNqE8I9gXczyubiiZj6UKdoY39NBntrMqhTtLLUcyIfT12Pn7V4HmWlVkNKQyVJZzyA9d2dRHsGsiZgDG/PXCmKt6K2s4OkslISZKUcq6gg0MGBeQFBfLRs5aBCK6AnvCIxv4SdGfkcL61gaoA388OD+efK+ZKxOo/B6pVOUNLY+QvV7R9hZuKFm80NOIxcOGD/nfMRBIHyrhQON/wHUyNzFrg/ZlCScLe2m+SmEyTWJ9Gp6WSh+wLuDLwdSxNx/sYanZbjTUXsrUnnUH0eo+18uMZvOnNcwxkh4iSwvKOFpJoSkqpLOF5XTpCdE/O9R/Gf6LWE2g/uNz8QqjM5i4ln5SzG+Adww9jBhVb0UlDbyI6MPHZm5mNuasLCiFG8tnYxoz2Hlvf4R2cotqpLlUN12we0K5JxtV7HaPefsRjhP6T7yTWtnGj6mvz2eMY7XMVct4f17h0nCAIlXaUk1CdyqiWVsXZj+WvIg/hZiZdfWCVvZm9NBvtqMmjXdLPCayJfRN0vagn23glgr161qxXEegZxc8hEPp5zNVYjDHdWVLa3kXBmt+pkVSXhLi7MCwjii9VrB+WsgJ4dq/25RezMyOd0eTWzgv1YERnG69cswcZieHLPrlQGq1danZz6zu+paf+EkSPCcbe9G3vLWIyNBp+bIwgCxZ2HOdLwGdamLizz2oi7ZZjeY+/SdHGk8RiJDUloBS2L3RfywKj7MBOpFY9Kp+FIQz57a9JJbixkkmMgdwTFMt15lGi7VoIgUNLeTFJNMUnVJZxqqCLcwZUF3iF8M/8GgmwN33VWaNQcr6wkUdajVwqNhrkBgdw9aTIzvH0H5awQBIHs6jp2ZOSzKzMfJ6uRzI8I5v0bVxLiZrjz//dg2BdZe/fuxcpqcHlPSk0FObXX4GZzK5GeCZgOsRiFVlCT0bKdk03fEmA9nRsCPsFmhH4LFYVWwfHmkyTWJ9GqbmWOy2xeGPNPnMzF8Sh0qLtJqMsmrjqNgo4aol0juC9kIZMcA0VTrKquNpKqS0ioLuZ4XTnBdk5EewTyyvSljHP0MLgijE4QSK+tIb6shITSEqo7O5jt68/ioFH8K3YBToPsudOtUnOwoJQ92YUcLpIx1suN5ePCePnqRb+JsZLL5WzcuBFfX1/c3Ny45pprAPj000+RyWRYWFgwceJElixZMuxjGSyD1Su1tpH0qlgsR4QQ5PQGNhZThnyvekUhh+v/Q4e6jpmudxFkPUuvh50gCJR2lZHYcJCTzSmE24ZxtfdVjLETp5+HIAhktVUQV53G/tpMvCwdWeQZyYOhS0SLX1dqNZyoryCxupiEqmI61EqiPQNZ5T+a16YvEyUMsEHeRWJZKfGlJRytKCfIwZEY/4BB5yz2UlDXyJ6sAvZkFyJXqVk6NpT3blhBmLvhi7/BcKXp1VBslUIjI7/+Njxs7iLQ6VVM+qko2B9qnYLTzZs53fIzobZzuTlgEyNN7fUYNXRp5BxtOkZS/UGUOhUxLrN5Zdy/RKvA2arqYn9tJnHVaZR3NTLPfSyPRaxgvIOfaFEcso6WPp061VBJhKMb0R6BvDtrFeEOg//N94dGpyO1ppr4M7vAvc6KoeQsQs/CKj6vmL3ZRSSXlDPZ34tV48N5+7rljDQTv//l+VxpOgVDsVUNpFXNwcZiCqEu/8HKfOyQ71Utz+JwwyeodQpiXO/H16r/NgoDIQgCBZ2FJNYfJK01jXF247jZ70bCbPovHDUUtIKO9JYy4qrTia/LItjanYUe4/h7xCrszcSpRtitUZNcJyO+qpjE6mK0go5ozyCuD57Au7NWi+JYr+noIKGshPjSEk6ccVbE+AcMOmcRzoQrVtcTl13A3uxCAJaNC+Pz264myHV42xH1Mpx6NayLLEEQSElJYfLkyRd9/5NPPuGTTz7pe90t1zLeKwmTfqoK9kdvZbOUpu9xNPdnjc9rOFv0X5lmoPEWdRZzsOEQKS2phNiMYpXXCsbZjRXFmHRqFByqz2VfTSanm0uZ5BTIWt/pzHQJxdzE8Ae0XKPiRF0FB2tKOFhTSrNSzhyPAJb7hvPqtKWiTAA7lEoOV8iIL+3xrDtZWjI3IIiNMfMY7+4x6GRjnU7gVHkV29Nz2ZtdSISnG4tHj+Ify2JxstZvnN+UHuKXrMwLjhfVZvHdd9+xefPmvmPr169n/fr1AGzevJkpU6ZwzTXXsHr16j4FGzduHCdOnKC1tRW5XH7ZGK6B9Op8nerq6iDE5WO9DFaDoojjjV9T053NVOebGGO/TK8mwh3qDo41JZPUcBilTkG0yxxeFqmYhSAI5LZXsb8mk/21mZgZm7LYM5LPpv9FlJwQQRAobm/iUE0pB2tKSKmvZJS9MzGeQbwzaxURIkwABUEgp6GehDMLq+KWZmb5+rEgMIgXY+cP2lkB0NjZxa7MfH5Ny6W5U86SsaG8sHoBkd4eeoUCZrWWMzXuqQuOd+ZV4ZojO+c3eLZOwZWlV0O3VTDe8yDGQyxGodZ1k9myg1PNP+E5cgzr/N7F3sxryOPVCTryOvI52HCItNYMxtiN5nrfdYTbitMjp00lJ7E+h/01GWS1VRDlHMKtgTFEieRd71ArOVYr41BNCYdqSunSqInxDOTa4EjembVKlAlgq6Kbg7Iy4stKOCQrw9PGdkgFlnrR6nQkl1SwPT2X+LwSJvp6snjMKF68agF2lvqN89OiA3xRcfiC43nNpWzatIkvv/yy79ifxlbJOwl32zfkyCXoKRRzvPFLmpQyolxuJ8x2nl49GVtVrRxpPMrBxsMYYUyMy2xu8F2HzQjDnXQ6QUdWawV7azKIr8vC3syKxR7i9YsTBIHc1noO1ZRyqKaUtMZqRju6EesZLFpkhU4QyKir7VtYVXW0E+0XwKqwcN4YgrMCoKatgx3peWxLz0Wp1rBkbAhvrltGhIerXuNMaSq+qK1qPVVESKr8d7NVw7rI2rx5M1dddRU//PDDRd8//4NOnjx5SAssraAmu3U3J5u+w8k8gCVeT+NhOfgk415aVW0caTrKoYbDCAjMdp4l2iRQpdNwrKGA3dWnOd5UxASHABZ4jOX5yGuxNjXMkPROAHuTgE83VjPG0Z3ZHgG8OWMFYxzdRSmzXtLS3FNis6yE9NoaJnl4MTcgkA1To/CxG5q3NL+2gV2Z+WxPz8PK3IyVkWFsuf9mPOwMf4jdGDCbv3tff8HxtZ8WcP311/PUUxcqIEBFRQVRUVEAdHd39x3/+OOPefHFF7GzsyM9Pd3g8YnFQHp1MZ0a6gKrQVHC8cYvqFXk6V3ZTCfoyGrL5mDDIbLbc4i0j+RGv+sIsxGn75Ssq5E91WnE1aRhhBHz3cfy5qRbCLI2PPytU63kaK2MxOqe0AqA2R4BXBMUyVszVmJvbnhIo1yt5ki5rK8ctLmpKXMDAnkkaiZTvbwxG0JPkE6FkgN5xezMyCetoobY0EAeWTCL6YE+Bu9Wj7H35d+LX7rg+HGH43xR8AUffPBBv9deSXqlj60aygJLrVOQ0bKN1DOLq9U+L+tV2axJ2cShxiMcajiChYkFc1xmcaPv9aJMAhVaNYfqc9ldncbpllKmOQWzymcKr0+8yeCc4N4JYE+4eglZzbWMd/ZkjkcgH86ZSJgIE0BBEChobiKhtISEshJyGxqY5u1NrH8gf58xBw+bwX9HgiCQVVXHrsx8dmbm42pjxYrIcB5bNBtna8N3Gu4Knsf9o5decDz65SPccccdbNiw4aLXXUk6BUO3VUNdYNV055Dc8AUtqgqmON3Acq/nh5zLqNFpSGvN4FDjYQo6CpnsOIm7Au4g2FqcvlPFHbXsqk5jb006VqbmLHAfx4dT7hIlHaRN2c2h2jKSztgqqxFmzHIP4NbQyXw4x1eUMusdSiWHysv6wmsdLS2JDQjkmTmxTPTwHFIVz1a5gn05hezIyCO/toGFo0fxzPK5TPH3Mvi7nuwUxDOLL1JdULuT45rjPP/88/1eO5x6NayLrLKyMhoaGkhJSaGrq4vQ0FBcXAz/YXWqG8ls3UlW605cLIJY5vXckGNutYKWzLYskhoOkdeexySHidwRcBujrIMN/mNrBR2nmkrYU5NOUn0OQdZuLPGcwFNj1hjc06p3AphUXUJSTU8lwGjPQG4OmcSHc9ZgLYJSqbVaTvWGVpSV0KlSMdc/kFvGjWfmslVYDaHPDvQkBe/MyGdLajat3QqWjA3hgxtXEeo+9BhbrU5HYnox3xxIZdNj64Z0bX/4+PjQ0NAAgKXl//4+TU1NODj05Bq8/PLLbNu2TZT7Gcpw6JVO0FLamUx6y1aalDImOV3LYs+nMDUe2u+pQdnIoYbDHGo8jN0IO+a4zOb2gNuwMjV8F7VO0cbemnT21WRQr2hnoUck/4q8njBbw/rgCIJAXmvDGZ0qJrOpZwIY49lTtCLI1kkUY1vV0U5CaQnxZSWkVFUx1s2dWP8A7po4mQB7hyHdQ6cTOFFWwZbUHBLyS5js58XKSP3Dlqqb2vjmQCqW5mY8sGrmkK+/GFeSXg2XrWpT1ZDZup2ctj14Wo7lKp9XhxxlodFpON2aRlLDIUo6S5jmNJUHRt2L/0g/g3+XGp2W5MZC9tSkc6Qhn9F23iz2HM8LkeuwMrCnVbtKwaGa0j5bZWliSrRnEPdETGO6mx+WpoZHbyg1mp4CS2c86zpBINY/gL9MnkqUtw8WQ7xHfXsn29Jz2Xo6B7VWy9KxYfz39rUEugw9TUCt1bLvVAE/H8yQbJWIeqUV1BR1HCa9ZSud6gamON9AhN0iTIaQtwVQ211LUuMhjjQexc3cjTkus7g3aD0WJobvolbJm4mrTmNvbQZyjZJFHpG8NelWgm3cDZKrEwSymmv7cuvzWxuY4upDtGcgD4yZiZ+NOLmRstbWMzpVTHptLZM8PYn118+xrtHqOFIsY2tqNkeKy5kR5MuN08YTHRKA+YihL0HKapv56sApnrlxwZCv7Y/h1KthXWQ9+uijlJWVsWvXLkxMTLAb4h/nfOq680lt+RlZZwqhtrFc7fv6kKvFVHVXc7jxCEcbk3Eyc2SOy2zWB95pcMK9IAgUdNSw+4zHwtnchkUe41k/aj5uFoY1Oi5oa+zzqmc01TDe2ZNoz0BuC7uWYJEmgA3yLg7KykgsK+FweTk+dnbM9Q/kjYVLhxRa0YtcpeZAbhE7MvJJlVURExrIY4tnMz3AV6+wpW6lmp3Hc/j6QCq2Iy24dcHFw3r0Yc2aNWzcuJG6ujpuvPFG7rjjDj799FM2bNjASy+9hEqlYt06cYykGIipV0ptF9ltu0lr3oKVqSORDqsZZTtnSAZLqVWS0nKKw41HKZdXEOU0jb+GPITvSMOb1XaqFRyoyyKuOo3Cjhpi3EazIXQJExwDDOq9c3Yp6IPVJZiZmBDtGcjd4dOY7uYrSiXA3jyQxLJSEmWl1Hd2MsfPnzVhEby9aCm25kMz5oIgkFvTwI6MPHZl5uMw0pLVEyJ4fPEcvUNsc2S1fLU/leRcGatnjuHa6Ei95FyMK0mvxNQpQRCo7s7idPPPVHVnEmG3iGv93sXebPBNQwVBoFxezqHGIyQ3ncDL0pM5LrN5MPg+zE0MW/ycn7voM9KJRR6RPBy2FCcDchd7S0EnnLFVeS31THH1YY5nIPeNicLfRpx85pqODpLOJNcfrSwnxNGJ2CEWWDqbDoWSvdk93vWc6nrmRwTzz1Xzmeirn/Omo1vJr0ez+TY+FW9nO+5YPHXIMvrjStIpEFevurVtZLbsJKP1VxzMfJjouJZA6xlDCguUa+ScaD7J4caj1CnqmeU8gyfCHsfTcvBVC/ujVSVnf20Gu6vTqJQ3Md99LE+Nvoqx9j4GRW+0KOUcqintsVU1JdibWRLjGciGcbOY5ipO71KVVsvJ6koSz0QsdShVxPgHcNO48Xy4zG9IDezhf1Vsd6TnEZdVgJeDLVdNiGDjqvl6hdgKgsDpoiq+PpBKenE114hop2B49cpIEARB1NEawOTJk0lJSTnnmELbQX57PNmtu1Fo24l0WM0Y+6WYmww+rLBD3dGnWM2qZmY4RzHLeSZeloZ3yq7oamJvTTp7a9JRaNUs9hzPYs/xBpWH7taoOVpbRsKZRGAjIyNiPQOJ9gwiys1PlOpKvQ3hEs94AEtaWpjp40uMfwDRfgG4WQ+9LGlv7Pq2tFwS8ksY7+PBisgw5oYFYWU+9DELgkC2rI6tR7LYn1rAhGAvbp4/iQnBF24tr1q1ivfffx9vb+8L5Kxdu5bXX3+dgIA/X6+Si+lU7yQwu3UXxZ1H8bOazETHa4a0G6wTdOR3FHC08RgpLamMsg5ilstMxtuPN7jqkkKr5khDHntrMjjRVMRkxyCWeo5nhgG5i72htfFVxSRUF5HZVMskFy9iPIOI9gwkwGZwFcUuRUt3N0myMhLKSjhUXoaXjS0x/gHE+Acw3k2/YjNnx67LVWpWjAtj2bhQRp3XjHGwtHcp2HUyj1+PZNEuV3Jd7HiumjkGa8tzJ++HDx/mp59+4t//vkgz4uPH+eKLgcMF/8hcTK/kmlby2vaR3bYbnaBlvOMaIuwWDqltSKuqleSm4xxpOoZcI2em8wxmOs/AzcLwdgPFHXVnbFUGJkbGLPEaz2KP8QaVh+5UKzlcU0ZCdRGJ1SWMNB1BrGcQ0Z5BTHMd+k7SxdDqdKTX1Z4pBlPcV2Ap1j+A2b7+Q8pZ7EWt1XK4sIxt6XkcLixjWqAPK8aFER0aiIUe3nVBEEgtquLXI1kkZpQwI8KPWxZMIsLvwp2LGTNmkJCQgLn5hYvl6Ohodu7cibUe9vdK5+K2Ske5/DTZrbuQdaUQZD2TCY5rcRnCbrBW0JLTlsuRpmOkt6YTbhvOLOeZjLMbg6mBlWblGiUH63PZU5NOWksZM5xDWOI5waDKgL2htQlVxSRUFZHf2sA0N19iPIOI8QzE29reoDH30tDVRaKslITSEo5UlBPo4ECsfyDR/gF6OdYByptb2Z6Wy7b0PIyNjFgeGcbycWH4Oek35uZ2OTtP5LL1SBY6ncD1cyewIioCy/OiNbZu3UpmZibPPHORcMGdPc2IBwoXHE4uyz5ZPZPATLJad1HamYyf1WRmud6Nz8gJg+rsDaDSqUlrTeNoYzL5HfmMsxvHaq+VjLEbjYkeCZFn06lWsL82kx1Vp6iUNzHPfSz/GHM1Y+199J6oNXR3caCqp7/O8bpyIhzdmOsVzH/nrhNtt6pdqTzTEK6EpLIyrM3MiPUP5NGoWUPOA+mlt+Tmzoz/xa6vHB/O3xbrH7ve0tnNruO5/Ho0C4VKw8oZo/nh6ZtxcxieDud/FuSaFnLPTAKNMGK0/VJmua5npOngQwyquqs52niMY03JjDQZyQznKF72Njx/URAEMlsr2Fl1igN1WYTaerLQI5J/GBBiq9HpSDnTt2pfZSFqnZZYz2DuDJsqWt8q3ZmiFYllpSSWlVDQ1MR0bx9iAwJ5YubQ8kDOpq1b0edd741df27FXL17Wel0AicLKvj1SBaHs8uYEeHHQ2tmMzVUv51liR56JoGpZyaBpwiynslc97/iaTlm0M9shVbBqZbTHG08RklXKRMdJnC97zpR8hdbVV3sqUlnZ1UqzcpOFniM4+Xx1xNqQIhtjby9T6dSG6oY7+zJPK9g7h0t3m5VS3c3B8t7mmwfkpXhbGVFrH8Az0bPHXIeSC86nUBaRTU7MvKJyyrA39melZHhPLtiLg4j9XvGNLR2suN4Dr8ezcbE2JjVM8fw8Jo5ONoaHh79Z6ZT3UhOWxzZbXGYG1sz2n4Jc90fxsJkcM/T3p3gI43HSG4+gaOZIzOdorjR9zqD8xd1go7U5lJ2VKVysD6XSAc/FnlE8mLkdXqH2Kq0WpLrZeyvLORAZRGmxsbEegXx4NhZovStgh5nRUZdbc/CqqwUWWsrs3z9mBsQyD9j5w2q0fbFaOqUE5ddwI70PMqbW1kyJpTXr1nCWC/98qM1Wh3JuTK2HsniRH4FsZFB/OOGeRd1rl8JXFaLLJ2g5VTTD2S17cYYY0bbL2WO671Ymg5ui1kQBAo7izjceJSU5hT8rHyZ4RTFPUF3GRwO2Otdj6tOJ6W5mKlOwdwaGE2Uc4jeHouS9ib2VhSyr7KAwrZG5ngEstwvnDeilmMnQnK9IAgUNTeTUNaTCJxVX8dkTy9i/AO4b/I0/O31j98tqm9iV2ZPLwNBEFg61rCSmx3dSpLSi9l7qoC04mrmjA3g8XWxTAz2HvQk8NPc43yR9NUFx+vL83hdr1H9MZB1pZDVuovyM5PA+e6P4mE5+Mak7eoOkpuOc7jxKG3qNqKcpvFwyAZRwgGLO+rYc2YneISxCcs8J/LNzA16h9jKNSoO1ZSyt6KAhOpiPEfassB7FB/OXkO4g35Vi86nU6Xi8FlFK6zNzIjxD+ChaTOY6uWNual+j9UupYqEvBJ2ZeZzsqySKANj1wVBIEdWx56UfPaeKsDe2pJVUaN5fF0s9taDe76cbqwi4JuXLziuLKpg9ZBH9MdBJ2g43vg12a27sTCxZoz9Mua5PzLoCAudoCO3PY8jjcc43XqaYOtgZrnMZMOo+w0OB5RrlCTV57CnOp30VhkzXUK5P2QRk52C9AqxFQSB/NYG9lYWsK+ykMrOVmI8g7gueDzvz75KlOR6QRDIbWzosVWlJRQ0NzHdy4do/wAei5qFl61+fS57Q2x7bdVIsxEsGxfG9/dch6+jvV4y27oUxJ8uZE9KPrnl9cyfOIp/3rqIcQEeg36+vJt5mPfzT1xwvKa+XK8x/VEo6ThKVusuqruzGWUbzVKvZ3GzGHwxjBZVC0ebkjnSeBSlVsUM5+k8GfY4HpaG5UIJgkB+ezV7zuQE25qNZLnXRB4MXax3iG27SkFSdQl7Kws4WFNKkK0jC7xDRHWstykUHCwvI6G0hINnnBUx/gE8NSuaSR6ejNDDsQ7Q3q3gQG4xOzPzyaisZc4of9ZHT2VWsJ9eMnU6gfSSavaeKmB/agEejrasmjGajbcsvCDCoj+O1couaqvkp/O4Z6R4vQKHymW1yGpSltKklLHA/bEhTQJru2s52pTM0aZjmBqNYJbzDFF6Wml0WlKbS4mrSSOpLocwOy8WeUTy7NirsdHDuy4IApnNteypKGBvRT7taiULvEexQURvRbdaTXJVRV9srVYnEBsQyF0TB98Qrj9kTa3szsxnd1YBrfJuFo8J4bW1+nss5AoVhzJL2Xsqn5P5FUwc5c3iKaG8cudSRloMfZfhrvBpbFxw9QXH1245NWRZfxSaVeUcqf+UMfZLmT+ESaBKp+J0SxpHGo9R0FnIePtIrvW5mgjbcIO963XdreytzSCuOp02VRcLPSJ5ZfwNenvXW5RyDlQWsaeygORaGZHOniz0DuHRyGg8rfRvQt6LIAh9FTYTZaWk19Yw0cOTGP9A7p081SBnhUKt4WBBKbsz8zlcJGOCrydLx4bw6trFevWIEwSB/MoG9p0qYN+pAoyNjVg4KZT3H7yKIM+hhxdOcPbi4I1PXnC8N1zwz0qTUkanppFl3s8NaRJYIa/kaNMxjjUex2aENTOdZ7DOd63BPa3UOg3HG4uIq0njaEMBkQ5+LPYcz0vjr2ekHt51rU5HWlM1cRX57K0oQCsILPQexVMT5jLF1UevnaTz6VSpOFohO7ML3FNhM1YEZ4UgCBTVN7E7q4BdmflotDqDii0BdMgVJJ5xAqYXVzM9wo+1c8Yxa0wgFmZDH+eDY2fx2OR5FxyP/iRuyLL+KDQpy0hp/p7RdktZ4vWPQYfZdmu7OdWcytGmZEq7ypjsOIlb/W9mlHWwwbaqSt5MXE0ae6rTUek0LPKI5J0ptxNo7aaXvIbuLvZVFrCnIp/UhiqmuPqwwCeEZyfNx8XS8BBRQRDIa2rsa16f29DAFC9vYv0DeHTGLLxs9LeHvU7A3Vn5HC+tZHqAD1dNGM0716/Qq9iSIAhkldX2LaxsLM1ZOCmUzx69Fl/XodvUKHc/dl3EVu207wkX/L24rBZZzhaBLPR8fFDnKrVKTjankNhwkHplPdMdp/FA8H34jfQ1yAOg0mk40VhEQl02hxvycLOwZ7FnJPeNWoizxdB/oGqdluN15eypKOBAVSEWJiNY5BPCa1HLiHTyFKXHTklLM4myMg7KSkmtqWa0ixsx/gF8snw1oU6Gdckurm9ib04Re7MLaejoOlNyM1bvsKW2LgWHMks4cLqQlIJKxgV6sHBSKM/dvBBbK8Or+kici/0IT24I+GjQ58u6yklsSOJ400n8rfyY6RzFvcHrDd4JLu9qJKEum8S6bCrkTcS4jeaRsGVMcPTXyxBWdrayt7KAvRWF5LTUMcPdjyU+ofzf9GWi7AJ3qVQcrSgnUVbKQVkZOkFHjAEVNs+RrVRxsKCUvWeab4/xcmPJmBCeXTEPB6uhj12nE8gsqyH+dBEJaUUIgsD8SSG8evcywnzE2b2TOBdniwDmuT88qHO7td0kNx0nsf4g7Zp2opyieCz0YbxHXpg/OhQUWhXHGgtJrMvmSEM+/lYuLPYcz6Phy3EwG/qETanVcKS2jL0VBeyvKsTZ3IqFPiF8MPsqIhwMb40gCAL5TY0kyUpJKisjs76WSHcPYv0D9aqweb7svNoG9mb32Cq5SsUiA52ATe1dJGWUEH+6iPSSaiaHeLN0ajiv3LUMKz2cgBID42DmzbV+7wzqXEEQKO4sJrHhIKdaThNiM4oY1zk8bP8gZkMs4X6+3JLOehLrskmoy6ZR2c4897E8bUA6yPkRSzGegVwTFMn7s68SpRp0u1LB4XIZSbIyDsrKMDcxIcaACpvnyO5WkJBfwr7sIpJLK5jo68nSsaG8crV+TkCNVkd6cTXxaYXEpxVhaTaCBZNCeO8B/ZyAVwKX1SLLiEtPtirllcTXJ5HcdJxg6yCWeixmnN1YgxIYFVo1xxsLia/L4nB9HoHWbsS6j+bOoLl4jhz6irpbo+ZgTQlx5fkkVBcTYOPIQp8Qvpp7PUF2hjdI7VarOVpZTtIZz7pGqyPaP4Drxozj3SUrsL1IQu1gOdtY7csppFOpYmFEME8ti2Gir6d+ifvN7SSmFZOYUUyOrI4poT7MmziKf96yaMgLK51O4ER6GVv3pPHKE1cNeSx/NowH0TxYqVVyrOk4iQ1JtKvbmeMymxfHbsTRTP+dYEEQKOtqIL42i/i6bJqUHcS4RXDvqIVMdAwYcoitIAgUtjUSV5HPnooCauXtzPcexV3hU5nl7m9wgn1vaG3SmXj1jLoaIt09iPbz55bIqwhxNCx843xjNcHHo8dhsWIujlZDz99QqTWczK8gIb2YgxnF2FlZEhMZxGvrlxPqPfQKaw1NHfy6Nx1LSzNuXC1eNbQ/KoOxVaWdZcQ3JJLSfIoI2zCu9r6KMXajDfKuyzVKjjTkE1+XRXJjIeG2Xsx1H8MDIYtx0cMJ2KlWklBVTFxFPodqSgmzd2WRTwj3jY7CV4Ry0B1KJUcry0ksKyWprJQRJiZE+/lz54RJTPf2MchZIQgCmVV17MkuYF92EQICCyNG8dKahYz1ctfLCVhe30piehGJ6cUUVTcRFeHHiqgIXr176AsrrVbH4ZRidh7I5LWn1gx5LH82BmOr5Bo5RxqPkdiQhFqnJsY1mmt8rjZoJ1gQBAo7aoivyya+Ngu5VkWsWwSPhC8n0sFvyCG2giCQ3VJHXHk+eysLaFMpWOg9iofGzWK6q59eue/ny89rbOiLrMhraGCSpxfRfv78ZfJU/O3sDbJVLV3dHMgrZm92Ianl1UwL8GZBxCj+tWahXpUBu1VqjueWk5BexKHMUtwdbIgdH8T7D64hwH3oBaeq61rZEpfG/bfGDHksvweX1SKrP3SCjtOtaeyrPUCNooZolzm8MOY5nMz1X7A0Kzs53JDHwfpcTjWVEGbnyTz3sTwYslivHat2laLPWB2pLWOsozuLfUP5+4RY3EcaXrChoq2N+LJiEkpLOVVTxRhXN2L9A/nPCsMngDqdQHplDftzitiXU4ROEFg0ehQvXrWQcXoYK0EQKKpuIjG9iIS0YmpbOpg9JoDrYycwLdz3gsowg0Gp0rD/cC7f/ZqCqakxa5dOHLIMiXNpUDawvy6ew41HCbYO4iqv1Yw1YBKo0WnJaC3nUH0uB+tzUeo0xLpF8Fj4csbpaawymmvYU15AXEU+Sq2GRWdCKya5eBscsqTQqDlWWUF8aU9ohU7oCa29ffwEorwN262CnoTgA3nF7M8pIrW8mqn+3iwcrb+x6uhWcjSrjIT0Io7myAjycCR2fDCf6hleAVBU1sAP21M4nFLMgllhLJgdrpcciR40Og0nW06xr3Y/repWYl1jeHnsi9ib6T8JrFO0cag+l8P1eaS3yBjr4MtctzE8HrFSrx2rFqWc/ZVFxFXkc6KunMmu3izyCeWfUxbibGFYo11BEChtbSH+TEPgjLpaJrh7EuMfwN0G7lZBjyc8tbyKfTlF7M/p8YQvHD2Kt69bTrjH0J0LgiCQW15PYnoxCWlFtHV1M3tcIHcunsqUUB/M9MiF7Fao2J2YzffbUnCwGynZKhGo7q5hf108yU3JRNhFcJPfDYTahOhtq9Q6DanNpRw8o1dGRkbMdR/Ds2PXEmHnNWS5OkEgtaHqjBMwH2MjIxb7hPLq9KWiRCx1qVQcqZARX1pCkqwMizOhtfdPnsY0b2+DnYy1bR0cyC1mX04R2dV1zAz2Y/WECN5at0yvytCtnd0cziolIa2Ik/kVhPm6MXd8EPcsi8LTSb+QxZzCGr7flsKpzHKWxo7WS8bvwSWfIMXFxfz888+0t7fj7e1NVFQU48eP/w2G1uNhP9hwmD11e7E1tWWB+3ymOEzSe9eqUt5EYl0OSXU5FHfWMc05mHnuY3h6zNXYmw3dm9ykkLO/spC4ijxS6iuZ6ubLIp8Q/jV1MY4WhlUXUmu1pNZUnylaUUpzdzcx/gFcO3os7yxZbtBuFfQYqxRZJXuzi9ifW4SdpQULIoL59/XLCXMfurFSa7WcLqwiKaOEgxnF6ASIiQzi0bXRRAZ5Ymqi38OwoamDrXvT2bYvg1EBrjx0x1wmjzMsJPR85HI5GzduxNfXFzc3N6655hoAcnJy+P777zEyMuL6668nLGxoDa8H4vfUq+LOEnbVxJHbnsdsl5k8F/E0rhb6NYjs3QVOqs/hcH0erhZ2zHEN51+R1+mVY6XV6TjVWEVceR57KgowMzFhiU8Yb89cyVhHd4P/7lUd7SSdyVc8XllJuIsLcwMC+XSl4c4K6Cm3vi+nkH05ReTXNjIr2I+rDDBW1U3tHMzs0anM0lrGB3kSOz6Yv10bg5OtfhNijVbHkZRift6ZSkVNC2sWj+eH9+/C1lrccN3fWq9+T52Sa+QkNCSxt3Y/HhbuLPNcwgT78XpNAgVBoLSrnqS6XJLqc6iUNzHDOZTl3pN4cfx1WJsO/e9UJ+9gb2UBeyoKyGiqYaa7Pyv9InhrxgpszQz7uys1Gk5UV5JQ1lMOWqnRnHFWTGSGjx8jDcgDBlBptCSXlLMvp4j4vGLcbG1YGBHMp7eu0avQkkqt4WRBJQcziknKKMHCzJSYyCCevmk+Y/099K62WV3Xyua4NHYnZDMu3IunNyxlXJiXXrL6489kqwRBIK8jn901cZR2yYhxncOLY5/H0Uw/h1KXRsmxxgKS6nI42pCPn5ULc1zDeXPSrQRaDz2sujcVpDdv0dFiJIt8Qvgkei1h9kOfQ52PrLWVRFlJn2O9N7T2nslTCTAgD7iX8uZW9p1JBZE1tRATGsjNUROYGeynVxuD8vpWDmb0RCwVVDQwJdSH2PHBPHPTgkEXWjoftVpLQnIBP+9MpaWti7VLJ/LEfYsYaSluuO5w6tUl+2R9+umnxMTEUF5ezgcffIBCoaC2tpa//vWv3Hjjjfp9on7o7ZNQr2hgf90BDjceJdQ2hKXuixllEzxkeYIgkNdeTVJ9z8KqRdVFtGs40W4RTHYKwkyPxVqdvIM9FT2e9azmWmZ5BLDEJ5QYryCDqyzVdnZwUFZGkqyMIxUyfG3tiA0IJNY/kHFu7gZ7QxRqDceKZezPLSYhrwRPexsWRoxiQUQwAXp0tFepNRzPK+fA6SKSMorxcrYjJjKIOWMDGeWlfy6YVqvjZIaM7fsyOJVVzsLZ4Vy9ZAJ+3v0b1FWrVjHhztv5sqz4gvfqNn3BP669js2bN/cdW79+PevXrwfg66+/xtzcnGuuuYbVq1ezdetWAO666y5efrmnWs0//vEPPvnkE70+z8X4rfSqV6c0Og0nmlPYX3eANnUbi9wXMMdltl7d7VtVco405JFUn8PJpmLCbD2JcR3NHLdwPCyH/vBX67Qk15X3hVc4W1ixxDeUxT6hjLIzLKdQpdVyqrqqp3mprIyGrk7m+AWc6Qfnj72F4flbJQ3NHMgtYn9uMbKmVuaGBbIgIpgZQX56VQUsr2/hwOlCDpwuorqxjdnjAokeF8T0MF+9CsL0UtfYzs74LHYcyMTVyYa1SycSM30UpqYXD185fPgwT737DpUzp13wnqJMRkhqBp2dnX3HztYp+O316vewVdXd1eyrO0By0wki7ceyxH0RflZDr2SlE3RktVb22SqFTt1nqyY6DD28FqCys424inziyvMobG8i1jOIJb6hzPEIxNJAz3dlextJsjKSykpJrqpglKMTsf6BzA0IJFyPhsDn06VUcaRIxv6cIpIKSgl0cWTh6B5b5e0w9F3BbpWao9llxJ8u4lBWKcGeTkSPCyJ6XCD+7vqHRWs0Wo6eKmHbvgxyi2pZGjuaNUsm4OHa/xhnzJjBmlde4oO0Cwsy1bzzAa9ueIgvv/yy79ifzVapdCqONiZzoD4elU7FYvdFzHSeoVf/xSZlB4fqe2xVWnMZY+x9iXGLYI5ruF7htUqthsM1pcRV5HOgqggfa3uW+ISy0CeEQFvDUkGUGg3HqypJlPWE1naqVET7+xPjF8hsXz9sDHSsC4JAQV0j+3N6bFVDRxfzI4JYEDGKKf7emPVjBwaSV1LTxP7UQg6kFdHaIWfOGZ2aEuqrV0GYXqpqW9m+P4PdCdn4eTtyzbJJzJgUiEk/zvqtW7fyya6d5I25cBEkz85hclUdtbW1fcd+S1t1yW9Bq9XS2dnJ3Llzqaio4NZbb0WlUrF582Y+/PBD7r333iHftD8UOgXvFL5PfkcBs51n8s8xz+BiPjQPu1bQkd4i60tcNDM2JcZtNE+Ovoox9t56eRarutqIK89n9xljNdcziNtCJzPHI8CgbVrVmd2qJFkpSbIyajs7mOXjR6x/ABuj5+JiZVjoBkCrXEFSQQnxucUcLS4n3MOVeeFB3BczDS99jVVWGfFpRRzOKiXI04l5E0Zxz/LpeDgaVsmttqGduMRsdhzIxM7WkpXzx/GPB5cM2mtx18TJbFy5+oLjaw8e4/rrr+epp5666HUVFRVERUUB0N3d3Xe8srISZ2fnvnPE5LfSK52gY3v1TvbXxRvkYW9QtJNUn0N8bRa57VVMcQoi2jWCp0av0WsXWKXVcqS2lN3l+eyvKjxjrML4aeFNBvfaqWpvP6NTpRyrrCDIwZE5fv68PHcB49zc9corPJve8Nr4vGIO5BbTpVQxLzyYDfNmMDXAe8glbHvDa+NP9yQDN3fImTs+mAdXz2LSKG+9d4GhxxN4LLWEHQcyycyvZv6sMF594ipGBQyuue0Edw8Obnj0guPHjx/nC4VmwGbEv7Ve/Za2qlvbzf/lv4Wsq5xY12heGvs8DkP0sPdWr42vyyKpPhf7ESOJdovghch1hOlZabOso5nd5T0Lq4quNhZ4j+KBMTOZ4e5vUC6IUqPhRFVlz8JKVkqrQsEcP3+WhYTy6vxFOFga7qxo7OwiMb+U+NxiTpRVEuntzvyIYB5bNBtX26GHRXZ2KzmcVUp8WhHJOTLC/dyYP2EUD189Gxc7wyq5Vda0sDM+i10JWXi62bNywThe/NtKLMwHNx94cFoUj82JueB49C/buOOOO9iwYcNFr/sj2yqtoOWXyi0k1CcRaOXPtd5rGW0XMWRbVdPdQsKZ+V9xRx1RzqNY4jmeF8atw3rE0J2KCo2apJoSdpfnkVBdQoidM0t8Q3l43Gy8rAyrClra2sJBWSmJZWWcqq4i1NmZaL8A3lm8jHAXV4Md6z3htdXE5xUTn1uMThCYb0COfU94bR0HzhRZ6lapmTt+FE9eN5dxgR4G2ValSsPhk0Vs25dBsayBRdERvPPPawd0rp9NlI8vuy5iqwbTjHg49eqSi6z169fzzjvv8Nhjj2Fra4uTkxOBgYFMmTLlnJ0BMWhUNhFuG8b6wDuH5GHXCToyWyvYW5NOfF02jmbWzHUbzduTbtNrGxh6dqx2leexQ5ZLaUezaMaqvquzJ6yirISjFeUE2DsQ4x/AC7HziHTzEKU0bm1bR18uSGZVHdMDfJgbHsRzK+fplWSv0eo4kV/O7hN5JGWUEOHryjyRjFVnl5LEYwXsOZhDkayBeTNCefFvKwkLMqyvxVDw8fGhoaEBAMuzJgve3t40Njb2nSMmv5Ve1SpqqVXU8kjIQ/hZ+Q7p2mZlJ/F1WeytyaC4o5ZZrmFc6zeD6c7BWJgMfUdFo9NxtK6MHWW57KssIPiMsXpo3CyDjJVaqyWluqqvb1Vzdzdz/PxZEhzKS3MX4jTS8MagKo2Wk2WVfSFLthbmzAsP4pWrFzPG002vEKPqpnb2pOSx+0Qend0q5k0cxRMiGCtBEMgurGFPUg4JR/Px9XJk2dwx/POR5Vj+hlXRfmu9+i1tVbOqhSmOk9kw6oEhedi1ZxqZ7qvJILEuG6+RjsS6jeHjqXfja6Vfda3KzjZ2yHLZWZ5LrbyDxT4hPD4hlmmuvgbZk6qOdhJKe8LVT1ZVEurszBw/f95YuIQxrm4GTwABKppbOZBXwv6cIgrqGpkZ5MuSsSG8cvUibPXIW1RrtBzJLmP3iVyO5cgYH+zF3AnBPHn9PBz0DFnqpa2jmwNH8tiTlENVbSsL50Tw1rPXEOj721VF+yPbqhpFLZ2aTv4R/sSQ+1rVKdrYX5PJ/toMquTNzHGL4LbAGKboGbGk1Go4WFPKTlkO8VXFjHF0Z6lvGE9NnIerAaXWe3erem1Vt0bNHD9/rokYzduLlmJnYXjItkKt4VhJOftzikjIK8Hd1pq54UF6p4JAT3TFrhN5xJ3M61moTRjF87ctJsJXP9vXi04nkJZTwd6DuSQdLyQkwJXl88YSPX2UXvmQ+jKcenXJcMFeNBoN8fHxHD16lJqaGpydnbn++usZM2aMXje+GL3bxYPh7OZw+2szsTI1Z4HHOOa7j8NPT2PVopSzuzyf7bIcclvqme89ihV+4cxw92eEng2HtTodmfV1fU0Wy9vbmO3rR6x/IHP8AnAWYQIoCAKF9U3E5xZzIK+YiuY2YkIDmBcezMxgP717GGSU1rDnZE8jU08nWxZPCWXhpFCc7QzbYdNodZxMLyMuMYfk0yVMHOPL4ugIpk8MxHyQW8zdchWWI/83YVy1ahXvv/8+3t4XlkVeu3Ytr7/+OgEBAReVdX487u7du/n000/Jy8sbtjj3XoZbr4aiUwAd6m7i67LZV5NBTlslM11CWeAxjunOo/QyVjpB4GR9BdtlOcSV5+Njbc9yv3CW+oXhMVL/nc8GeRcHZT1NFg9XyPCzsyfWP5DYgEDGijQB7FQoOVRYxoHcYg4VlhHo4sjcsCDmRwQT4KxfTHxLh5z9qYXsPplHWW0z8yaOYvGUMCYE6dcS4Wxq69uIO5hDXGIORkawKDqCBbPC8XK3H9T1giCg6Fb36dXhw4f56aef+Pe//33Bub19sgbayfq99OpytFWZrRXsqUnjQG0Wrha2zHcfx3z3sXpVrwVo6O5khyy3zwm42CeUFX4RTHX10XuBrtHpzskDbuzqYo6fP7EBPeFKYoTWCoJATk19j63KLaaxU05sWCDzwoOICvTVK7xWpxNILaok7mQ+8acLCfBwYsnUMOZPGKV3LkgvvTvBcUk5pGaWM22CP4uiI5ga6d9vmO35nG+rZsyYQUJCAuYXCf+Kjo5m586dWFtffCIv2ar/0arqYn9tJntrMijprCPaNYL57mOZ4hSkV3itRqfjWJ2M7WU57K0sINTeheV+4Sz2CcPFUv85T01Hx5mqtSUcq6wg1MmZGP9AYv0DRAmthZ6IpYMFpRzILTonYml+eJBeEUsADa2d7D1VwO6TedS1dLBwUgiLp4Qxxt/w3Ojy6mb2JOWwJymHkZZmLI6OYP7scFydBlckTqcTzrGXW7duJTMzk2eeeeaCcwezkzWcejXoRdZvwWCUrFUlJ676NNsqT9GlVbLII5JFHuMIstFv56Nbo2Z/ZSFbS7M42VDJHI9AVvpHEO0ZqHdz4FZFNwdlZSSW9fTYcRo5klj/AGL9A5loQJfts1FptKSWV5GQV0J8XjFanXBGqYKZ6Kf/Paqb2th1PI/tyTmYGBuxaHIoS6aG6V29rBdBEMgvqWNPUg4HjuTh5mLL4ujRzJ8Vhp3N4AyhIAjkZFWy69fTHDmYz9a9f+t7z5BF1h+ZweiUTtBxqrmUbZUpHG7IY4pTEIs8IpnpEqrXjhVAbks9W0uz2C7LwdbMgpV+Eazwj8DH2l4veTpBIKOuts8DWNbaykwfX2L8e/KrXK0Mb+QIUNXaTmJ+T3htemUtE309mRceRGxYIK42+t1DpdZwJLuM7ck5pBRUMmu0P4smhzJjtD8jhhgHfz7tnYqeneCkHMoqm4idEcKSmDFEjBq8IWxvk7Nvdya7t59m0tRA7n1oIWD4IuuPzGD0qlHZwc6qVLZX9uTeLPaMZKFHpN47Vp1qJXsq8tlSmk1mcy3zvIJZ6RfBTA/9nYC9zorEshIOl5fjZWPTlwccKUJoLYBSreFEWSUJeSUk5BVjZmraNwGM9NF/11ZW18KO5Bx2Hs/F1sqCxZNDWTg5VO/qZb0IgkBmfjV7k3JIOFaAv7cTS2JGExMVgrXV4PJidDqB9NQydm07zanjJWze81jfe4Yssv7IDEantIKO5MZCtlemcKKpmBnOISz0jNTbCdhbwXZraTY7ZLl4jrRhhf9olhngBOx1ViSeKbFe29nBbF9/Yv0DmOPnj6Ol4Y51gLKmlr7w2pyaeqYFeDM/PJiY0EC9+i1CTzrIwfQStifnkFlaQ0xkEIumhDI11NegsHWAljZ5z07wwRzqGtpZMCucxTGjCfYf/EKzqbGDvbsyiNuexhc/3d933NBF1nByxZRwP9lUzK+VKSQ3FjLTJZS/hi9jkmOAXjlWWp2O4/XlbCnNYm9lIZFOHqz2H82/Z63Sqzlcb5PF3rK1+Y2NTPXyJjYgkEejZuFla9hDv5eGji4OF5aRmF/CsZIK/J3siQ4N5N3rV+rdyR56vOt7TxWwJyWfsroWFkwcxb/uWMJoP8MbUDY0dRCXlENcYjZqjZZFcyJ474Xr8PUcfN5NS3MX++My2bMzDa1Wx5IVE7jrvnkGjUsC6hVt7DgzCbQ0MWOl9yQeDV+OvZl+Xrs6eQe/luWwpTSLdpWCVf6j+Tx2HaH2+lUubFcqOSQrI76shIOyUhwtRxLjH8CTs6KZJJKzQq3VklZRQ1J+KUkFpTR3yZk9yp91U8bxzvUr9KoICD3PmNTCKuJO5hGfVkSQpxPLp0fw/K2LsLY0vDLo8dOl7E7I4mSGjCmR/ly3cjLTJwQwYsTgvhOdTiD1ZAl7dqRz8ngx02eO4sHHljBu/NBCSiXORaPTcqyxgF8rUzjdXEqM22ieHXs1Y+31q4iq0ek4VFPCltIsEqtLmObmy3XB4/nUK1ivfGCdIJDdUE98aTEJZaWUtrT0OSuenh2Lm0iT+5q2Dg4WlJKUX8qJskpC3ZyJCQ3ks9uuJsBZ/zLuDa2d7EnJJy4ln/qWDhZODuXt+1YR4q3fM+Zsquta2Z2YTVxiDuZmJiyKHs1nr92E+wBFLM6nsaGdPTsz2LszHXOLESxdOYENjy0xeGx/dqrkzWyvOsWOqlSczW1Y6TWJp8dcrVeOFfQ0s99Sms3Wsiy0Oh2rA8bw44KbCLDVLx+4pbubJFkp8aUlHCqX4WVjQ4x/IC/EzmO8m2Hh372oNBpSZFV9tkquUhMdEsDtMycSFaRfRUA4Y0/yyok72ZMOMsbfjeXTI3j9nuV6tds5Z8xqDUdSitmdkE1GbhUzJgdy57qZTB7nN+hFm1aj4//ZO8+wKo7vj38AFRApgqioSFEQewN77733RKMmMd3UX6opmh5TNCYmMbbYu1iwK6hYEESk9957b7fs/wXBvwUQuIOi2c/z+MK9u2eHe/e7M2fmzDke18I5fdwHX59YBg9z4KOV0zRq16OkXjtZJSoFJxJvsSvanUbaDZnWxpEPO0/DqGHNvXRJkgjMSsE5OoDj0UGY6jVmuk0X/tdjWK1ibIsUCq7GxXLh35l1HW0thlvb8rpTP/q1sUS3geZfrVKlxi8hmUuh0VwKiyI+M4d+tpYM7WDLikkjMDes/RJ2UamCi7cjOHEjGJ+IRAZ3sWHJWCf6dbTSeHa9pFTJ5RvhnHD1Jyg8mWH97Pnw1bF06VCzzdxREakc2ncDd7dg+g+2Z/l74+nao/LBypYrN9nlv/+B4wkBYayu9V/z9BGam8j2qMtcSw9lZMuufN1jHh2NWtdq4JNbWsypuBCORAXgn5XCOEt7PnccRZ/mbWscsldeELi8HlxAWgqOrVoz3NqWt/sNoI2RZpuMy0nNzedyWDSXw6K5FhFL66bGDLG35stpo+nauoVGHWJofBonbgRxyjOEpk30Gd/Hgd0fP0tLU81r5UXGpnPC1Z8zlwKxaG7MhOFd+ODVsRjWoKB3UVEp5075cWivB7q6DRk/pSfL/zceQ6OK36m345Lo+OkvD9pJiGGC2IzvTzSFyhKOxnuxO/oKZrqGTLV0YmW3ORg0qN2knU9GIs5RAbjEBmFpYMJ0my584TimVqVB8kpKuBwbg2t0JJdiomnSqBHDrW15f8BgHFu11rg4KpRFVvjEJZb1VaFRpOUXMLCdFeO72vP1jDE0bVz7sL38ohIu+IRzwiOIoNhUhvdozxtTB9Lb3lLj2fXColLcroVyws2f6LgMRg1y4Mv3JtPBtmYTjCGBiRzc64HX9QiGjOzERyun0aFj5f3detfrbLji/cDxmOj4Wv8tTyO+WbHsiL7ErcxoxrXqzi+9F2FnaFErW5nFhZyIDeZIdAARuRlMbOvA6n4T6dms5n2fJEkEpqWWFQSOjiQ0I4P+lpYMt7bl48FDadlE8/c9lEVWuIeVaepGVDy25qYMtbfhpzkT6GRRu3wD5e0PiEnhhEfQne0gE/o48Ob0wRpvBymPWjpxwZ8LV0OwsWzGhOGd+eLtSTVKvV6QX8yp47c5vO8GpmZNGD+lBx98NpXGlawme0TGVdhX5YcFssS+ds+MCOqlk5VTWsiBuOvsj7lOR+PWfNhpGr1MbWr1QKUVFeAc7c/BCD8KlKVMte7MtpHzsDOuechGUl4e56MiuBAdiVdCAl1blBUEXjKtF+2a1rxydUWk5uXjHhbz7wAwBgtjIwbZWfHh+KH0sLTQaPZeoVRxLSiGM14hXPaLoquNBeP7OPDd8xM0Sg1dTnh0GsfP+3L2cjB2Ns2ZMKIL37w/tdoZl6Bs1uLKpRCOHPQkPi6TydN7s3XvqxibPHxwsWRgbz6dO/WB47OCrtTo73gakSQJj4xwdkRdJio/lblWA3i/0xQMazFhoVKruZISzYEIX9wSIxnQ0opn7XsxvFW7Gs+ul6pUeCSUFQS+EBWJSlL/WwvEiX6tLdHXsMYO/FvDLTaJy2FRXA6NJjk3j/62bRlqb8MnE4drNFkBEJeWzWmvEM54hZBfXMp4Jwd+f2M67VppviG+sKiU81eCOXbOj9SMPMYP68xvq+bRtnXNZlwT4zM5evAmZ0760qWbJW99MJFuVUxYlNPd0oK1X779wPHycMH/OhkleeyNuYZz3A16mdrwdY/5dDGp3QbpxIJcDkf5cyDSF20tLaZad+bAmIW1yrYZm5PN+ahIzkdFcDs5id4WrRluY8PrTv2wMjGpVfseaG927p3JihtR8ViZmTDEzppVAiYrikuVXAmI4oxXCNcCY3DsYMnMwd0Y3NVWo9TQ8G+GtPBkjp3zw+16KF07tGL2hF70721bo832paVKLl0I4sgBT7IyC5g6y5E3/zceg2rUm3t1eD/eHjf0geNDLznX5E95KlFLai6nBrMj6jJpJbkssB7Eyq5z0G9Q8zGKQq3CLTGSg5G+XE2OYVgrW17u1I/BFrY1nlwoViq4EhdbFrEUFYlugwYMt7HlzX4D6NOqjZCJ9RJF2WrV5bBo3MOiySosKpus6NKBr6aNqXUYYDmRSRmc9grhtFcIABP6dGTze3Np29xE47bn5hdz9lIgx877UVBYwoThXfj7+2erLGdQEdGRaRw56InbuUAc+9iy4qsZOHR6eL25vraWHP/0wb6qPFzwcVGvnCy1JLEh7Bz7Yq8x2Lwjvzs9TzvDFjW2k6co4XRsCM7RAfhmJDHG0p4vnMbQp7lljWbXVWo1PilJuEaVbVpMys9jqJUNMx3KMsEY6Wo+lVs2A5iE+7+dVVJOLv1s2zLYzpqPxg+tVerau1GrJXwiEjjtFcpZ71Csmpsw1smBt2YM0XjGAiCvoJhzl4NxueBHZnYhE0d0YeMPNReWSqXm4vlAdmy5jKGhPtPnODFwqEO1w59kKsczI4I/Qs9QoCxmoc0QxrbqTsMaxq/fH7tu0diQmbZdWek0hqa6NZtdTysowDU6kgv/Zths39SMkbbt+GvSVDqYaVYXq5zEf2cAL4fF4BEVR1tTYwbb2fDZ5BF0a2Oh8Qx4ek4B526FcfJGMAnpOYzsWZYZsIeABBaSJOEbnIDLBX8ueYTRs7Mli2f3o08Pmxq3OyE+k11b3fG4Gs7Yid1Zv+V5WlqYaNQ+mbK9Ib+GnORovBejW3ZjU79XsDSoeZ2c7JIiTsQGczjKn7CcdCa0deDnAZPpYVazVX+FSsXN8qQVUZFkFRczwsaWRd16MHDiVAwaaT6JVj4ALO+rMguKGNjeijGd7Fg5ZRRmTTTba6JUqbkZGscprxBcfcKxb9OccU4d+Gj+SI0TWEDZnpAzlwJxueBPcYmCyaO6sf2XxTQzrVkfq1CoOHvSl93/uGPRuinznxtE3wHtK63hI1N9LqcG8WfYOXS0tFhoM4ThLTrXOImFWpLwSovHOcqfU3Eh2BqaMqtdN1b3n1TjWqaJebm4RpeFAXomxNPJvDkjbW3ZMWM2Nia1D3u9m5iMbNzDo7kcGo1XTAJ2zc0YbGfNtzPG0rmWmWvvJjkzj7PeoZzwCCIzr5Cxjh34aomY7SBqtYS3fywuF/y5djOSvj2tef25YfTq0rbG7Y6OTGPnlsvcvhXDpGm9+HvHSzQzF7Mi+DipV05WRH4yCUVZbO3/Km0a16zDUqrVXEmO4kCkHxfvjl0fOqtGs+vl+0DOR0VwKSaa5k2aMNzahpXDRtKjpZgU6zEZ2biHRXMlPAbP6HismzVlYHsrPp00XMgAUJIk/KKSOXMzhHPeYRgZ6DGmlz3bP5hP62aah1yp1RK3AuI4ft6PazcjcepuxQvzB+HUzarGHY1Kpcb1bAC7trpjaKzPq2+NoXcfWyEvLxmIK8zguwBnXmw/ktEW3dCp4R7GhIIcDkX6czjKHwmJadadaxy7LkkS/mmpnI+MwDU6kpicbAa3tWKMbXu+Gj5aSIbNwlIFN6LiuBIew5XwGLILixnQri2jOrXjiykjNR4AQtnexfM+4ZzxCiU4LpXBXW14YXwf+nWyErI/LD0rn1NuAbhc8EdbS4uJI7rw0tqlmDWt+WRIfFwmu7ZexuNqOFNnOrJlzyuVhgTK1JyI/BQKlCXsHLicFno1e6eWqlS4JUZwMNKPaykxDLGwZVmnfgyt4ex6VlERbv+WA7kcG4OlsTHDrW1YPWa8kAybkiQRkZaJe3gMV8Ki8Y5NxK5FMwa3t+KbGWNrXbrgblRqNT7hiZy5GcL5W+G0aNqEsY4deOXTRTQ30Xx/mEql5oZPNMfP+3HTL5aBTu146/kR9OhkWeO2KxQqzrjcZve2K7S2NOWDz6bSpbu8h1EUMQVprA89w0t2oxnavGONxwDReZkciPDjSHQAjRs0ZJpNF46OW0KbJtXXp0qt5nZKclnEUlQkqQX5DLWyYZpDR34eM15IivX84hKuRZb1VVfDYyhWKhnY3oopPTry3cxxmDTW/B5p2fmc8w7jzM2yffbDurfjrZlDcLRvI2R/WHJqDifcAjhxwZ8mBrpMGtmVt54fUe0kZncTFZHKji2X8b0Vy6z5fXnno0n3ZON80qlXTlZbg2as7Da72uer/k25eSI2mDNxobQ2MGJWu26sqsHsuiRJRGVn3Zmt8E1JwrFVa0batOPdAYNobah50oryGcCLoVFc+nfD4qD2Vkzs5sBX00fXqnZVRUQlZ3LyRjAnbgTRqGEDRveyY/3yGdhaaFaJvJzM7AJcLvhz7Jwv+nqNmDiiS62FJUkSN65FsHH9eRob6PL6u2Pp6Vi7kFCZymmma8jeQW/VaDYwsSCXE7HBnIwNJiI3g0lWHflpwKQaza4XlJZyNS72TjpovQYNGGXbTljSCkmSiMnM5vK/e0C8YxPp3KoFg9pbsXr2eDq2bK7xABCgqETBRd//37vYv5MVc4d1Z2BnG43DluDfQeDtaI6e9eVWQBzD+9vz8Wvjarx/sZyszHy2b7rMJdcgps5y5J99r9HEUN48JRobA3M+6jyt2ueXqlS4J0dxIjaYc/Fh2Bk3Y5ZtN1b3n4hRo+r9PuUJltyio7gQHUlwWhr92lgy0rYdK4YME5Jhs7BUgUdUHJdCo7gUGo0kSQyys2K2Y1d+mjOhVrWrKvo7whLScfEI4pRnME0NGzO6l72wsCWAlPRcjp/3w+W8P2amBkwc0ZWPXhtX7eyA97f3kmsQm/9wpWUrEz5aOY3OXcXWopKB5nrG7Bz4Ro2SmcXkZeESE8TJuBCSCnKZatOZv4bMpGPT6u9Xyi0pwT02+s7+KjP9xoywacdXI0YJSVohSRLhqRlcDovmUmg0fgnJ9LC0YJCdNQv6dMeuhZmQcc/dexfLJgFteX58X/o6tNV4nz2AUqniys1Ijp69TVBYMqMHd+Tr96fSwbbm0WYAqck5bP3bDS+PSGYv6Md7n0xGvwZ7tp4U6pWTpVuNoo7lm4KPRgfi8m/Y0gSrjhwau4i2htVLM16iVHItPg63f5NWlKpUDLW2YXH3ngywFBNaEZWedSeswjs2kQ4tmjHYzppf5k6sdUG4ikjKzC2LsfUMISO3gHFODvz40mQ6tBFzD7Vawss3hqNnb+PlF8vQvnZ88fYkOravfa2EkKBENv5+noyMfF54dST9B9nV2FZiTDqtrOquCGRycjJr167F2NiYgQMHMnjw4DufffHFFxgaGpKens6cOXPo2bNnnbVDU/R1GlXLwcosLixLYBEdQGh2GmMsO7C860D6t6h+8e3IrMw7HZVPchLdWlgwwsaWF3o5Ytu0dlmb7qagpJQbUXFcDovBPSyaEqWSQXbWzHbsyi9zJ9JET7OsfeUolCquBkZz2jME94Boutq0ZGLfjsL2LkJZ1s3yCQsT48ZMHd2dT5dPqNHG4LspKirlwO7rHN7nyZjx3di8+2WMjGs2eVNaoiQnIw/zVpqVa6iKp0VX1Qm3VanVeKXFczQ6kJNxwbQzMmNCWwfe7T6k2umhCxUKrsTG4BZTpisdbW2GWdnwmmNfIQmWymsslvdVvvHJdGndgiH2Nvz57FTaNxczAASITc3mtFcwpzxDKCpVMN7JgT/enClsElCpUnPdO5KjZ33xC0lk1CAHvv94OnbWzWtt0/dWDH//fh6VSs2bH0ygl2PNy4DIfVX10NdpVC0HK7UoH5eYII5EBxBfkMN4Swc+7jkCp+aW1Yo0kiSJ0MwMXKPKxn93J1h6s29/IQmW8opLuBYRe2dvlba2NoPtrHhuQE/62ratVe3SiiguVeLuH8kpzxBuBMfi2MGSWUPK9i7WpuZcRSSmZHPsnB8nXP1p1cKEqaO78c3/pqJbg732d5OfV8zubVc4ecyHKTN6s2XvqxjUcPKjuLAEvcZi+vvKEKWreuVkVYZCrcIjJZYz8aGciw9Dv0FDplp3Zm8NwpZS8vNxi47kfFQk1+PjcDA3Z7i1DX9MmoqDgH0g5Zvr3ULK6lYVlSoYZGfNzF6dWT17PMYCZgDv3Eup4pJvJIeu+BEYk8KInu15Z9ZQetm1FrIUDGWpN89cDGLPMU8aNNBh2pjufPTaOAw0eLDjYjLY+rcb/r5xLFo6hHGTeqDToPrtLS1WcPWMH6f3XicyKJG93l/d8/n2czfZ7/FgdsGoW2Hs3r37nur0y5YtY9myZZXea+PGjcyYMYNevXoxZ86cewTWq1cvLl68iLe3N7a2tvW646qK+PxszsaHcSY+FP+MZIa1bscLHfsyxMKmWjXiSlUqbiYmcOFfXRUpFAy3tmFhtx78MXEqTQRMViRm53IxNArX4Ei8YxPp0qoFg+2t+W3BFGEzgOXEpGThfNWf49cDsTQ3YZyTA+/NHoapkZiVZihLDrP7qCdXb0YyckAHvvlgWq1nAqEshMnliDe7/7lCt55t+X3TUixa18xJiglN4vReDy4432TsnL4s+WDSnc/8opLo9cqDGZsKUmKwyAzE0dHxzrGHaQqefl2VqJRcTY7mTHwY5+LDaKZnwFTrTjUKW0rIzeVCdCQXoiLwSkygWwsLhlvbsHTaLGwFJFgqVSrxjE74t6+KBGCwnTUL+/Wkr61lrcsWVERxqZILPmE4X/EnMimT0b3t+ezZ0XS1sRCy0gxQVFzKiQv+7Dl2E1OTsgmLle9MQl+DCZHw0GS2/OVGTFQaS18ezrBRnWvU3uLCEi673ObU3uskx2aw88bKez7fcOI6W848mF0wLCyezZs3s23btjvH5L4KonIzORMfytm4UMJyMxjdxo53ug9hQAvrajlWJUolNxLiOR8VwfmoSLS0YJiVjdAES7GZ2biFROIaHIlfQgo9LS0YbG/N0oG9sdagbEFFhCWk43zFj5M3grFvY844Jwc+fXY0xjXINPswAsOS2HXEk1v+cYwd2ok1n8/GxrL2kwXFxQqc93tyYPd1+g+2Z8P2ZTXecxXuH8epPR5cPHaL/be/vuczz5C4CvuqnJhAOmonPba+qs6drKNHjxIcHIxCocDe3p7Zs6sXDliqUnEtJRqXmGDOxodiZdiUMW3s2TZiHu2MHj64ursg3MWYKJLy8xhkacUEuw78MHqskOr1aXkF/y4BR3EtIpY2psYM72CrcXrNyohITOfotbLiizYtTZk2sAs/vTRFSNhSOXkFxTifvs2BE960szLnredH0rtr7Wq8lJOaksP2zZe5djmUWfP61nhZOC0pG5ftVzi55xrtOrVm3Lz+9B/T9YHzFo7qzUeLK8guOOsK8+fP5+OPP67Qvr+/PytWrLjnWNOmTTE3N0dHR4f8/Px7PtuyZQt79uwhKSkJpVJZ7b9DFLXVFEBsXhYnYkM4ERtEQkEOI1vbsdShD4NaWqNfjb2LSXl5uMVEcTE6imvxcdg0bcpwaxt+HTeRzuaaP/PlkxWX/g2tTcsvYHB7a6b37MRPcyZgKGi1qpyiEgXnb4XhfNWf6OQsJvXryN9vz8a6peYrb+VIkoS3fxy7jtwgPCqNWRN78ebSERhVIwtZZahUai6c8WfbxotYWjXj6x/n0b5D9Quyq5Qqrp8LwHnzRRKj0xk9uw8/H3rzgRn3rjYWrF1bWXbB0iqLEf9XdFWiUnIxMZITscFcSAing4k5Yyzt2T/m2WplBixVqfBMjC/rq6KjyCouYoiVDbM7dWHtuEkYVVC0tqaU1626FBqFR1Q87ZubMbyDLX88OxU7gatV5QTFpnD0WiCnPIPpZNWCOUO7M7RbOyFhS+Vk5RRw8MQtnM/cpqtDaz57cwJdHR6ehawqEuIz+efvi/jcjGb+ooF8/u0sGtWgf02MSefYP5c5d9CLTo7WzFo2HKfhnR44b9mEfrwxvYLsgoHOLF26lOXLl1do/7+iKYCInAxcYoM4ERtMZnEho9vY80bXgfRrYVWtScC4nBxcoyO5GBONZ0I8HZo1Y7i1LRunTMfeVPNnvnyyojy0Nr+khCH2NjzTtwcD2lsJW60qJ6+ohDNeIRy5GkBqdj5TB3Rmx0cLaGUmprQJlPVVV29GsvuIJ0mpOcyd7MjHr42rdYQFlIUZnjzmw84t7nTq0pqf1i/Cyrr6zlppiRL3k7dx3nyRnIx8xs7tx/qT7z1wnlMHS45WkV2wqmLEdamrOneyevfuzZQpU8jJyeH555+/R2QbNmxgw4YNd/6fmpbG8ZggzsaFcjEp8k54xVvdBtPK4OHhFUUKBVfiYjgdEc6FqAhaGRoxTHDSiqScPM4GhnEmIIywlAz6txOXCroiFCoVF29HsMfNh9jUbCb17cimd+dg1UJsSE9+QQn7XG5y8MQt+vW04acVs2hvrVmBx6SELPbuuMqlC0FMnNarRpvv83OKuHzCB1fnm0QFJTJihiM/H3yT1jaaF528ny5duuDs7HzPsa+++oq0tDTatm1Lk/sKdBYWFqKrq0txcTG///4769atE96mqqiJptLS0vDPTOZsfChn4sJIK85nbJsOfNBzOH2bt32oJiRJIiIrk9MR4ZyJCCMuN4fBba0Z196Or0eMxkxA0opSpQqPqDhO+YdyITiCViZGDLW3EZIKujJiU7PZd9EHF48gutpYMH9YT4Z0sxU6CAS46RfLxt3u5OQVs2CqE99+MK1GaaLvR6lUcf60P3u2X8HIuDH/WzGFbj2tqnWtJEkEeUdz/pAXV0750trGnKmLBzNgbDca1EEWz6dZV6lpaWXF7ONCuZIcTWfTFkxo68AnvUZgXo26i/mlpVyKieJ0RDgXY6KwNTFlmMCkFQBxmdmcDijrq+KychjU3lpYKuiKKFUoOeMdyl5XHzLzipjcvxM7P3qGVmaa72u+m+zcQnYd8eTYOT+G97dn/dfza1TcviJiotPZ/Y87ntcjmDGnD29/MLHam+9zMvNxO+qN2xFvEqPTGTOnL7+feI/mNVxRrg5Ps6bS0tK4lZ7A2biy6IoCRSnj2nbgS6ex9DZv81BNSJJEUHoaZyLCORMZTlpBAcOsbZjh0ElY0opihZIr4TGcDgjlYkgUNv/Wrfpxjrh9wPcTnpDO3os+nPEKxamDJcsm9qN/Jyuh/aIkSVzximTT3itIksSCaX0Y0d+eBhr0h6UlSk4d92Hfzmu0tjRl5fez6dCxVbWuVavV+F2P4PxhL66d8ad9l9YsWD4Gp+Gd6iSLZ13qSkuSJEl4iytg69atODg40K9fv0rP0W9nybyNPzK6jT2j2thVq0hwQm4u5/+tXn8zMYEuzVswul17xti2p7WRmJd7WEo654IiuBAcQVxmDiMcbBnT2Y4B7drSSEBthIpIy87nkLsfh6/408rMiHnDezC8R3shWczuprColIMnb7H3mBf9etmweFZ/2lho1jkkJWSxffMlrl8JZ/L0XsyY27dada5UKjXel0I4d9ATr4tB9Bxkz4hpjjgOdaCRXtWzQlOnTuX333+nTZs2D3w2a9YsVq9ejY1N9ePpk5KSWLt2LSYmJnficRcvXszWrVvZtWsXCQkJREdHM3PmTEaMGFFtuyKpjqaa2tvQffX7jLHswOg2dvRq9vCQ0vI9i67/7llUqtWMsm3H2HZ2OLVqLeQZLCgp5WJoFOeDInAPi8bW3JSxne0Y3dmO1iZiB2XlqNRqLvtFsf/SbYJiU5k2oDOzhnQTOhNYjk9AHJv2XiUtM5+lc/ozcqCDRp2DUlmW2WzXP1ewaN2UZxYPonsvq2rNxqYmZHHuoCfnD3mira3NyJmODJ3cE4u2Vc8muru7s3//ftauXfvAZ+V1sqpayaqIp0VX+u0sWbj5F8a0sWdE6/bVKhIclZ1VVmMnOpLbyUn0smjFmHZ2jLZtJyRphSRJBCalcj4ogvNBEWTkFzKqUzvGdLbDybqN8L6jnMSMHA5e9uPI1QDsWjdj3rAeDOpqI3xyJDeviD3HbuJ82ocRAzqwaFY/mptpluI5JiqNfzZewu9WDNPn9mHqTMdq1blSlCq5cSGQ8wc98b0ejtOIToyY5kjPQfYPnbAYMGAArq6u6FawQjl06FBcXFweGNRVxdOiKcP2VvRfs4LRbewZ3caObmYWD3WsihQK3P8ttO0WHUUjHZ2y8V+79vRq2UrIM5hTVIxbSCTngyK4FhFLp1bNGdPZjtEd22tcYqcyFEoVF3zCOXDJl5jULGYO6sqMwV0xNxZ7P0mS8PCJZtPeK5SWKFk6byBD+rTXaJWvtETJcWdv9u68in0HC+Y/N5BOXR4cl1VEQlQa5w56cuGwFwaG+oyc6ciQST0xf0jZEWdnZ/z8/Pj0008f+Kw6K1kVIUpXj8TJcnFxwdDQEBsbGywtK8/K06t3b7xv3nyovdySYk6EhXIoOJDIzEyGWdsw3NqWwVZWQmpXAWQVFHHcN5jD3gFkFRYxulN7RnZsTy8rzTOjVUV4Qjrbz93kom8EYx07MHNwN+zbiF+9udu5cuxmxZLZ/bFqo9kG5PDQZPbvuobn9UimzXJkxty+D81sJkkSob5xuDrf5NLxW5i3asroWU4MndwTQ5OKVwbVajUhnhF07Gt355hoJ6u+U11N9ejVi1s3bz70pSlJEt7JiRwKCuRkeCjtmpoywsaW4da2wmpXqdUSN6LjOOQdgFtIFD0sLRjVsR3DHGxpblg3nRVAUamCY9cC2XHuJiZN9JkztDujetkLDbMt53ZgPJv2XiElPY9FM/sydmhnjUoyFBWWcvKYDwf3XKdVG1MWLxtarcxmedkFXD5xG7cj3kSHJDFkUk9GzXSiQxUFiLPTcsjPLqSNnQVQN05WfUd0X5VZVMix0GAOBQWSnJ/PSBtbhlnbMNDSSkiCJYDU3HyO3g7C+VYgpUoVozu3Z6RDO7pbap4ZrSoCY5L554wXniFxTOzXiVmDuwmPsICyIqf7jnlx6JQPQ/ra8dysfjWuw3g/gX7x7Nt1jYDbccxa0I8pMxwfunKlVqsJvBmNq/NN3E/exrJdc0bP6sOgCT0wqKSfU6lUhHhG0Kmf/Z1jop2s+k5N+iof7wf3qd2PWpLwiI/jUHAgZyPD6WzeguHWNoywsRVWu0qpUnMlIgZn7wDcw2Poa2vJqI7tGGpvWyerwOXkF5Vw+Io/uy5406aZCXOGdmdYj3bCx5ySJHHDJ5pNe69SWFTKkjn9Gd6/g0Yrcfl5xRw/fJPDBzyx72DBcy8MrVYIe1ZaHpdcbuHq7E1KfAbDpvRi9Kw+2FZRgDg9IYNmrf9/vFoXTpYo6jxc0NnZme+//57u3buTl5fHzp07Kz23qlmLQoWCC1ERuISFciUuhoGWVizr5cgQK5saV+6uDIVKxaXQaJxvBeIRFccwexv+N24IfW1qXlOjJkiShHd4Av+c8SIoNoW5w3pwdNVSjARuYiynsKgU59M+7D7qRa8ubfnty3lYC3Cutm5wIzw0hRlz+7D8vYdXvc9Ky+P8IU/O7PNApVIzbEovftjzOm3aVZwJSq1WE3AlhEsHrnHl8A30DfXYFLBGo3Y/qdREUw20tavsdILS03AJDcElLARtLS1mdOzMsfkLhZQuKCcmI5sjPoEc8QnCULcR03t15oNxQ4XUrqqK7Pwi9l28zb6Lt+lq05KVz42lZ3vN9mxUhm9wAlv2XSU+KYvFs/tr7lwVlXLkgBcHdl+nW08rPv165kOr3qtUam5dDuHMfg+8L4XQa0gHpi0diuOwjjTSrfhVn5mchfuhG1w+eI0w7yie+WQms9+bUut2P8mI6qvySko4GxmOS1goXokJDLex4d3+gxho2VaY01OiUHI+OIIjPkH4xCYyurMdK6eOolfb2qX+ry6SJHEtKIatp72IT8tmwYiefLZwDAaCsm7eTW5+MQdOeHPwxC0GObVj4w/P0qqFiUY2A/zi2PKXGynJOcyc15cPPpv60P3BaYlZnD3gydn9HujqN2L41N78euQdWlhWHKKoUqm47RbI5QPXuOJ8A1OLpvzpvVqjdj+p1LSvqgxJkvBNScYlLASXsFCM9fSY4dCJ9wcMxtxA3DaNsJR0nH0COXY7GAtjQ6b37MQXU0cJTVxWEWk5+exx9eGwux99HNry88tT6Ni29gmRKkOSyrJFb953jdy8IpbOHaCxc1WQX8yBPR4cOeBF3wHt+fbn+di2r7rtSoUKT9dATu/zwN8jgr6jOvPsW2PpMbDyleDUuHQuH7jOpYPXiQuK51DG1lq3+VFS507WtGnTmDZtWq2vL1Io2O3vy583b9CpWXMm2Nnz7cjRQhJXlKNQqTjiE8Sfbh60MGrCtJ6d+GbGGOGb7O9HkiQ8gmPZ4HKdjNxCFo3uzeplk4Sl3ryb3PxiDp28xYET3vTsbMnaL2Zj27b2K2SSJOHtGcWB3deJjEhl/qKBfPZN1ZuE1Wo1t9xDObnrGj5XQhkwrhvLv5tL5yrqY+Vm5HF6qxvH/zpDI92GDJ0zgG9PfYJVp/9unRJNNQVwOzmJX65fJSwzg8kdHFg7biJdm2teAf5uwlMz+N31Ojei4pjUzYF18yfTqVXt0ylXl8zcQrafv4nzFX+GdmvHhrdnCUsTfTflHda2gx4kp+WycEZfxg/rTEMN9jdlZeZz5IAXLs7edO1pxc/rF9H2IZuE05OzOb3XgzP7PDA2NWDMnH4s/2YuTYwrfkdKkoSPqz/H/jjNrfP+9J3Yi+nLJ9J7TDd09ev2nVef0VRXeSUlbPO9xZZb3vSyaMVkewfWjJ2AoYDEFeWUKJTsv+nH35c8sTU3ZVrPTvwyd6LwTfb3I0kSF30j2eByHaVKxaIxjox17FAnUR2Z2QXsO36To2d9GeTUjr++XaBRCLtaLXH9ShgHdl0jNSWXZ5cOZvS4blVmtlUpVXi6BnFi11WCvGMYMqkHH/3+HHZdLSt9R2YmZ3Fy0wVcNpzFpLkxQ2cPYI37V7RqV/2ENE8bIvoqj/g4frp+hbSCAqZ0cGDTlOk4NBMb3ROQmMJvF64RkJjK1B4d2bx4Ju2bi+8z7iclK4+tZ7w4eSOI8X06sv3DBbRuJj58Xa2WuOIVwbZD1yksLOW52f0ZOaCDRiHsqSk5HNp7gzMnfOk3yI7fNy/F4iHlP5LjMji1+zpn9ntgYdWMsXP68sHahehXksJdpVLhdcqHY3+eIfBaKAOmOPHMJzPpObJLrdv9qKm3KdwLFQp2+vmw0fsmPVq25J+pM+loLnaAplKrOXY7iPWuHrRuasT3s8bR26puZrrvRpIkrgZEs+GEB3lFJbw4vi+je9trNPNdGelZ+ew7dpPj5/0Y5NSO37+cp1FYoCRJ3Lgazo4tlyksLGX2gn6s/H5Olc5VdkY+Z/d7cGLXNRob6DLhmQG8vXp+pSEWkiThezGQk5vP43Hcm36Te/PBP6/TsZ99lU7A7qOeHDm/54HjwddDa/6HPqXcTEpgncd1wjLTeal3HzZMniZsJbicqPQs1rte52pEDIsH9OaraaOFpoWujPScArad9eLotQDGOTmw++NnaWmq2Z6NilCrJS55hLHjsAfFJQqend6XUYM7aqTf9LQ89u+6xtkTvgwd1Ylf/nyONm0r12n5hMWJnVfxvRbOkEk9+PSvpbSvIvY9KzWHs/+4cWrzBXQa6jDllbG8t/k1GldRTDwgNJFBM3984HheZiwDO9bsb3xayS0pZqvPLbbdvsXAtlbsmz1PSF24uylVqjjo7c+GizdwsDBn/bNT6dxK/Ez3/ajVEq4+4fx90gNtLS1enNCXod3a1UlkR1JqDruPeHLWPZhRgxzYtHqhRmGBKpUad7dgdmy5TMOGOsxe0J8hwztW6VylJ2dzes91Tu65jrmFCRMWDODj9YvRq2S1S61Wc/OsL6c2X8D7rC9DZvVjlfMHtO9ZdWj6lv1X2XH4wXBTv8D4mv2RTzHusTGsu3GN1IICXnPqy3SHTsLDX0OS01h34Rp+8cksG9KHNXPrZpL7fhIzctl62pMzN0OYNrALBz9/DjMj8YnTlEoV56+EsOOwBw0b6LBoZj+G9LXTSL9JiVns2XaVy65BjJnYnT+2PE+LKvZMqVRqbpwP4MTOq4T6xjFiem++2/0abatY7UqLz+D0FldOb7mAsbkRk14ey4q971RZG+umX2yFfVVmUhCzRtX9uL4y6qWTlVtSzLOH9tPKyIit02bSUfCsBUBKbj7v7juBWlLz1fQx9LGp3sY8TfEOi2edszv5RaW8OLEvI3va1UncfGRsGnuO3eTyjXDGDunE5tULaalBh1VaouT8GT8O7bmBto4WzywezKBhDlWKNSk2nUN/u+F29Bb9R3fhg7ULq9wTAhAdEMe61zeSlZLDpGWjeeXnxRg3q17o2vwpTvzv1ekPHJ8163q1rn/a2el3m99uXGd53/785TBV40Km9yNJEjs9fFjv6sGi/j35YsrIR+Jc5RUWs/WMF4fc/ZjQx4F9ny6iuYn4PQ3FJQpOugaw9/hNDJvosmhmPwY5tdeow4oMT+HA7utccw9j7ITu/L3zJcyaVe4YKhUq3I56c+CvC2hrazNp4UDe/WkBjasIzy0tUXDw5+Ps/+koA6Y48c7GV+g8oEO1Vi0727di7doH0+WW78n6r5NWUMDcg3vp2dKiTpwrKKu/89YeF5o21uPX+ZPp2qbuV0bKwwJ/c76CtrYWr04ZwOAulUccaEJweDK7j3rheTuayaO6sX3NYpo1rb1+i4pKOe1ym8N7b2Bk0pgXXh1Jn/7tqmx7bHgKB/68wLWz/gyZ1INVm1+sck8IQIhnOOte34iiVMmkZaN5Z8NLGBhXb6C8ZPYAXn52+APHhw49Vq3rn3Z+u3Gd/YH+vN1vAJPsHYRkhr4btVrir0s32HndhxeHOPHj7AnoPQLnKjO3kE2nPDhxI5gZg7py+IvFNDUUHzZfUFjCsXN+7He5SasWJrz+3DD69LDWSL9BAQkc2H2dW17RTJ7eiy17X60yoVlpsYKzB25w8G83jJoaMGnhQFb8tQTdKkKLiwqK2fX1IVw2nGXYnAF8uv9d7Hu3q1b7endty6efPthXle/JelzUOycrv7SUJUcO4diqNZ8OGV4nL/UbUXG8u+8E8/t056Whfep0c3A54QnprDviTnhCBq9M7s/4Pg7C7ytJEjf9Ytl91JPwqDSmj+/Bnt+ex7iKmeqHkZtbxLFDNzl60It2di14+c3R9HKqurMN94/n4AZXvC+HMH5+fzac+5CmDyk6l56YyY6V+3E/7MGzn81m8stj0BGcTvu/zMGgANZ7XmfPzLlYmZgIt19QUsqnzmeJTs9i97J5WJmJv8f9lCiU7HXz4Z8zXgzpZltnK1dZOQUcOunD4dM+dO3Qmo9eG0s3h9a1fjeVh9ru33WdqMhUps1y4uU3x2BURXmDooISTu25zuFNbrS2MWfZp9PoOajqlV21Wo3bnits+XQP1p0t+f3Gd1hoUPhY5l4yiwpZeHg/0x068kaf/nVyD9fgCFY4n+XloX15tl+POt1vVU5AdDJrD7uTlp3P61MHMqKnZtnGKkKtlrjmHcnuo54kpeQwe2Jv3n95tEbF7jMz8jlywBOXI7fo0t2S/62YTOdulYf3AQTejOLAnxcIuhXNlOcGs/nix5UmXConKSqFrZ/uweeCP0u/WcDoRUPRfgRjiP8KG729OBQcyP7Z84Rk3byf7MJi3j9wksLSUg6++gwt6ihD4N0UFpey/dxN9rj5MN7JgYOfPSe0yH05Kem5HHDxxuWCP07drfn6f1NxaF/7SZn7Q21nzO3Dux9NonEl4X0AeTmFuOy4wtGtl7HrZsk7P86ni5NtlfdRKVWc3uLKtpX76Da0Ext8f6KZhmUZ6gv1zsn63fM6lsbGdeZgeUTG8c4+F36YNZ6B7atXX0YT8opK+OPoVU57hbBkXB9WvzhJozo5FVEevrTtkAelpQrmTXHim/enoatB9rSE+EwO77vBhdP+9Btsz3drFmBTSVKKclLiMtn8/XECPCOZ9vxQXv96dqUhgXeTGJHM20M+Y+SCQWwOXotRHQyUa0pBQQEffvghLVq0eKBI3ZNGemEhX15y5eDs+XXiYJUqVbyy4wgWxobsWjbvkcwIuvtH8cNeV9q1MuPvd2bXyZ6rpNQcdjrf4Jx7MCMHOrD+q/m0bV37F79CocL1rD8H93igVknMWtCPVaOrDrVVqdSc3nudHb+corOTLZ/8sYQO3ds+9F6SJPHbG5sJuBrMuxtfocfw+hHD/jTp6ocrlxlg2ZbXnSpPS60JZwLC+MrFld8WTKFn2+rVl9GErLxC1h5252pgNC9N7MfUAV2Eh7ArVWrOXQ5ix+EbNGqow/ypTgzXsB5PdGQaB/d64O4WzPBRnVnz12LaVJKUopzY8BQ2fXOUmNBkZi4bzvu/Lqw0JPBuIm5H8+GYL5n8ylje/GNZlaG2j4qnSVORWZn8ddOTI/OeqRMHq6CklKVbDtDbujXvjxtSp5mioew9fOZmKL8cvERvuzZs/2A+bcxNhN8nNiGT7Yc8cPeKYMKwzhpHLhUXKzh70pdDez3Qb6zLnAX9GDys6lBbRamS49vc2bP+HE7DOvLNjlew7mDx0Hup1Wq+W/grqXEZfHHofzj0sXvoNY8CUbqqd07W+cgIVo8ZXycOVlR6Fu/uO8FPcybQz/bhAxVNkCSJEzeCWXv4MoO72nDg8+do2kTsC1mpUnPhSjDbDl5HT7chS2b3Z6CjZvHy/r5xHNh9Hf/bcYyf0oMNO5bRzLzqcL2czHz2/3mBM/s8mLp4MG//MLfK2Nm7yUrN4aPxX/PsiplMfmVsrdstmtzcXMaPH493BSllAwICuHjxIkqlEicnJ/r3r5tZbFG4RUcy0NKKdqZ1k/xh5bHzGOnp8s2MMXW+KpyYkcuP+92ISMzgg3kjGNjZWvg94hKz2H7YA/cb4Uwe1Y1dvy7F9CGz21WRl1vEcWdvjhzwwsqmGc+/MgLHvlXrVJIkPM4H8M+PJ2hipM/KzS9iV43U7eXs/vYwAVeC+fniymqHMD0KniZdnY+K5OCc+XXSVwUkpPDF0fP8vWg6nVvX7eqjSq3msLsffxy7xoS+HTn0+XM0EZwARaFQcdItgB2HPWjezJDlS4bj1L16dd4qQpIkbnlFcWC3B+GhyUyZ6ciWPa9g0rTqZz0jJYfd685y+YQPc14ZySd/LKk08+b9JEensmLSt7y+7nmGzhlQq3bXBU+Tps5FRjC2vR2tBGa3LUelVvP+gZN0bNWcjycMq/NV4ejkTL7f60pmXiHfPj+hTjLbRsSkse3gdW76xTJzfE/2/vY8Rho4/lmZ+Rw56IXLYW8curTmrfcn0K1n1TpVq9VcOu7D9p9P0sranB/2vo6VXfVWzyRJ4q93t5GRmMXqc5/RqA6ylNYWUbqqV06WQq0mo6iQrs3FdyoKlYp39rrwxsj+de5gpWbns2r7WTJyC/jppcl0tXm4N18TJEnC3TOCv3ZewshQn+VLRmjUYQH4+cSybeNFkmuQ2hbA0zWIX97fTf/RXVh/6n80a2lSo/vu/PIAjmO61ysHC8DCwoKQkJAKP/vmm28YO3YsqampdO7c+RG3rOa4x8UwxMq6Tmwf8QnEPyGFXS/OrVMHS5IkDl72Zf3Rq8wf0ZNvn58gfINyemY+m/Ze5fKNMGaM78keDTusvNwiDu7x4Oihm/Qb2J6vf5pHO7uHv9vycgpZ8/4e4iNTee69ifQf06VG2k6NTWPf6iNsDPilXjlY8PToqlippIWuLm2NTYTbLixV8Oae43wxZWSdO1hxadl8/s9pAP58axZ2ravOZFlT1GqJc1eC+XuXO5YWTfnk9fF071T7/c+SJOHlEcm2TZcoLChh1vy+fPHt7Go5SheP3WL95wcZNdOJDec+xNi0Zislmz7exYQXRtUrBwueHk1BWbKLhd161Intf656k1NUzC9zJ9Wpg6VSq9lxzpt/znjy/Pi+zB3WQ/iKcGJKNn/vvsJNvxjmTXbkg1fG0rga47XKyMrMZ++Oa5xxuc2QkZ34+Y/nsLR6+KRsZmouP76zk/ycQl77cha9Bneo0X0jfKK5uP8qf/v9XK8cLBCnq3rlZBUrFPRr3uKhVb5rwy6P2zQ10GeOY1fhtsuRJInTXiGs3ufG7KHdeX58H+HL0f4hify+7SIFhSW8tmgY/Xppthk5wC+ObRsvkZiQxTOLBzFqXNdqhW6UFiv458cTXHLx4aPfnqNr3+ptTryfxMgUpghysA7suoaL84Oi8A0JYvfu3Rw6dOjOsWXLlrFs2TIA/P39H1gO3rBhQ6X3uXnzJj/++COxsbH88ssvfP7550LaX1cEpqbyUu8+wu3mFBXz0xl3/nh2ap0muCiftMjMK2Tju3OEhwYWFJaw64gnh0/5MGlkV3atex6jh9R5q4r8vGIO7fXgyEEvBgy2r1Zq23L8b0Sw+u2dZYlifl1U7Vn2u0mKTMW2m5WQmPaggARGD/jqgeM5eXE0NgvB0dHxzrG7NQVPt66KlAq6taibBBQbLt6gh6UFYzrXXdiMJEkcdPdj/ZErLB3XhwUjegnPGOjlG8P67ZfQ0dbi49fH0bNz7ctulK9c/bPxEvl5xSxcOpghIzpVq82F+cX8/dURfK+H89U/L9VoRfhukiKSmfHmxFpdez87Nl9iz/YHN+P7+seyefNmtm3bdufYf6qvSkutE12l5Obz92VP9iybT6M63OtdPmmhra1VJ+nYc/KK+OfAdU65BTBrYi/+99JojZyr7KwC9u+6zsljPowc04UNO16i2UP2z5fj6RrEmg/2MG5ePxYsr90e+sSIZDr2s8dQg0Q35fjcjK6wr0rPCqF1u6zH1lfVKyerUKmgs7n4mbvswmL+uniD7c/PrrMZjFKFku/3unIrIpF1r0+jk5XYF0VWTiHrt13EyzeGF+YPZNzQzhrVOMjMyOfPX88S4BvHM4sHMWZi92rHxavVar56ZQs6Ojr8fuI9jB4SolEVOWm5GD8kHLG6zFrQn7fen/3g8Vk+zJ8/n48//rjC67p06YKzs/MDxwMDAys8v0WLFhgZGdG0aVMyMzM1anNdo5YkEvPzaF8HWc82XLzBsA62dGldd9nOvELj+HjTCWYM7iZ80kKSJC5cDWHdVjd6d23L5h8X0VKDZ1GSJM6d8uPv38/j2NeWX/9eQus21f/evS+HsPrtHbz57Vz6ja79HqpsgZrq2Lk1a9c+GI9enl1w/fr1lV77NOuqSKGks+CSIgCJ2bns8fTlyOsLhdsup6hEwRfbThOXllMnkxapGXms3XSBsOhUXnpmMCOqmcmyMlKSsvnt59PExWawcOlgho2qft+nKFWyYtFfWFiZse74u1Vm4XwYOWm5GFeR+bMmPLt0CM+/MvqB40OHnmXp0qUsX768wuueZk0pVCoaaWnRXGBx4XLWnLvCHMeudZqQ6aJvBKu2n2XJWCfhkxZqtYTLBT/+2nmZYf3t2bF2iUYh7CqVGhdnb7ZtusSQ4R35858XaN6i+g7hxWO3+PvrI7y/5lm6D6j9ZFBOWi7GZmI01aO3NZ9++mBfVZ5dcNWqVZVeW5e6ql9OlkKBU2vxcaub3b0Y2bEd7eqouFxGbgHv/XUMUyMDtn8wHwOBy55qtcSJC/78tesyYwZ3ZOevSzWauVCp1Bx39mb7pkuMm9SDd3ZPQk+vZoUsd645TVFBCd/ufLXS6tzVpUlTA/Kz8jWyURfk5ubi4uJCeHg4YWFh2NnZsXjxYrZu3cqKFSv44YcfUKlUvPzyy4+7qVVSqFDQs3kL4SuqKbn5HPT258jri4TaLUeSJPZf8mWDy3W+XjKOvh3FJqlJSM7mp7/PkZ6Zz5fvTqarg2bvnZioNH776RT5+SV8+cNcOnSqWaKClLhMfnx7Jx/+ukijTgvAsKkB+dkFGtmoK54WXRUoSnFqJb6v+sPNg7lOXess41liRg5v/3EUh7bN2fK/uUJDblUqNQdP3uKfA9eZMa4Hn701UaPkSwqFioN7PNi/6xoz5vbl069nVpkkpiL+WuWMiVkT3v1pgcYZAA1M6qeunh5NKRjYqvZZWysjIjWDiyFRnH57iVC75UiSxKZTNzhwyZc1r04Vvj0kMjadHzecRaFU8ctns7Gz0WxyJzQ4iXU/nkSngTar1z370IRm9xMdksT6zw/y9baXq6zLWB0MTAzIz6l/mgJxuqp3TlZvC7FZlDILCtnn5cvh1+pmZjAlK48Xf9nPeCcHXprYX+jsRU5eEV+vO0lGdgE/rZiJvYbpl3OyC/nq00OolKpaiQvKijUe/cedv85+oLGDBaDfRI/CvGKN7YjGyMiI1atX33Ns69atAIwePZrRox+chayPFChK6W0hfjD49yVPZvTqUieDQUmS+PP4Nc55h7Hlf3OxFJyN6ZRbAL/948b8qU7MndRbo8xmACeP3WLTH648s3gQU2Y4VpmBqTK2/XyCiQsHauxgAeg10aMor0hjO3XB06KrUpWKToJXsuIyszkbGF5ng8Ho5ExeXnuQZ0f15pkRPYUOZtMz8/nil+OgBeu/0qzgPUBaai4rPzqAkbE+6/5eQqsarAiXExWcyPVz/vx15gMhKdYbG+pTJPdVdUahopTedTBx8bvrdZYM7I2hnthkLlDWV3235wIBMSls/2A+5gLrM0qSxMGTt9i6/xpL5w5g6ujuGkUvSZLEgd0e7Nt5jedfGc6YCd1rNV7d+PVRFr49XmMHC8o0VR/HfyBOV/XKyWqgrY2Rbu2X8yti29VbjOtij4Wx+LTgadn5LPvlALOHdGfhqN5CbfsFJ/D5L8cZOaAD37w/VeOBYHhIMis/3s/QkZ1Z8tKwWos1yDuaTo7WmDYXE46UnZpD0xosU8vUjGKFki6CE8mk5RVw3DeIY288J9RuOX+5XOfCrXD+fnu20FoixSUKftl4Ht/gBNZ8Pof21poVOVcoVPyx5gy3bkbx8/pFtLWufdKAQK8o5r4mZjCUnZqDiQbpe2Uejl6DBsJXhzde9mJen24Y64vtAwFiU7N4ee1BXpk8gKkDxCZAuOETzdfrTjJ9fA8WTu+r0UAQypIwffXZIabP7sPcZ/vX2hkM8Iyi1+AOGFRRf64mlOlKfNY7mTKKlErhSc+i0jK5HhnHl9PEO5qSJPH9XleC49L4882ZQjNy5heU8N36UySm5PDnNwtoY1G9Pb2VUVys4OdvjxMXk8FvG5fQwsKkVnZUKjVBt6J575dnNGpPOf8FTdUrJ0uvgdjmFJYq2OPpy/6X5wu1C1BUquCN352ZOqCzcAfrokcYq/88w4evjmOQU+0SStxNRFgKH729i9feGcuwUZp1sNHBSbTrJG62KTU2HXMNZz1lKqdYpcTeTOz3u9PDh4ndHDA3FB8773zFn9OeIWx8V6yDlV9QwntfH6RFMyM2/bBQo5BbKAvj/W6lM0VFpfy2cSkGGuz1KC4sITM1jza2mjl95aTGptOstaypukRXR2xflVlQyCn/UE69JX4VK7egmNfXHWbZxH7CHazj5/34e7c7n781kV5dNc/a6+cTy8qPD/DBZ1Nx6qdZ3xcdkoRtRzGRMWq1mrT4DJppUCdPpmpKlErsBJcZ2XrVmwV9u9dJYqatZzzxi0riz7dmCXWwMrMLeGvlfro6tObTNzULuYWyycDPP9iHkbE+a/56Dl3dmm0PuZv0xGz0DXQxMROzYpcam475U95X1Ssnq4HgFNAn/ULo1bYVlqYmQu1KksQ3u87TrpUZS8Y6CbV9/kowazdf4KdPZ9FBw/BAgNTkHFa8t4fX3x3H0JGdNLanVKjQbyLmhVKQU0BeZj4tNFxRKOfQ366c/OfBmga30m7D6gou+A+gVKtp1licM6RQqTh405+tS2YJs1lOYEwy65zd2fjuHMyMxLU5N6+Id748QGf7Vrz1/AghYVIbfjtHVkY+3615plYZAO9GoVDRsJGOkJAmgGj/OKy71D6T290E34phvPXbDxzPLkmi5/T/7oCzoeC+6pB3AKM6taepgdhaimq1xIqtpxjc1ZYZg8Rm1nU+7cO2gx6sWzWXtgIyWcZEpbHqk4N89MU0evex1dieUqGkUQ33G1dGSnQahqZNhJVE2PXrafb97vrAcb/kCCH2n0TUkoSJnrhV3PziEk75h3Jsufh9wx5BMey+cIvtHy7AUKCDlZ6Zz5tf7GPEwA4snTNA475KkiR++e44jXQb8OFn02oVyn43CoUSXUGaAogOiGXwTDG1225fDauwr0otjGLiy92E3KM21CsnS0dLbMfl7BPIkgFiV5kATnoGExKXyj8fiC1EeTswnjWbLvDLZ7M1DmWCf5ezvzzC1FlOQhwsgJJiBUamYjqa2OBELB1aCxtcznhxOMtXPrj3btasOCH2n0QkScKwkbhZPPfwGNqamghPIlNUquDDTSf4eP5IbFqKG7wrVWo+Xn2Erg6tWb5kuBC9elwN55p7KOs2LtXYwYKycgiNNJhdvJ/Y4HiGzhHTcTn0tGLtpV8eOF6eXfC/iuiacM63AuskpGm36y3yCot5a+ZgoXYv3wi/42C1rmFtxIpQqdR8/dlhnn9luBAHC8r6KlG6ig2Kx0qD+l73s2D5WJb8b8oDx4cOfXCS8L+Cjra20PHU2cBwnKzb0NxQ7L7hnIJiPv3nNF8tGU+LpuK2oZSUKnnv64OMHtKRxbPEvL/PnvQlKiKNn/9YpLGDBWV9VUMNV9buJjYoQZiuug+w49OTnz5wvDy74OOi7qqH1gKR9bFyi4oJSkpjQHuxWcmy8ov45eAlvlg0Bv1G4gZG2bmFrFzjwsevjRPiYAHcvBFJVkYBs+f3E2IPIDE6jVZWYgpWZiZlYVbN+kEytUNbS0tox3UpNIrhDmIGQXezweU6na1aMrKX2NpA/+y/ho62Nq8/N0zI96BWS2z5y5UXXxuJkaC9HglRaVhosJ/rfjKTsjETsLIgUzki+6qErByyC4vp3kZsVrLEjFw2nfRg5XNjhe4fS07N4fs/TrPq3clCHCyAi+cD0dNryNiJ3YXYA0iMTqeVIF1lJGVjZiFrqi4RXR/1UmgUIzpqvt3ifn45eImRPe3o46B5eOzdrNvqiqVFU56bKWa8plCo2L7pEq++NQZ9DcPjy0kQOP6DsjHg0x6C+9Q6WTdjEujWpiV6AlPUAqw/eoUxvTsIr4O1bqsbwwfY07+3uAHsgd0eLFg8SMgMRjkxoclYthezOTU3Iw8jQTUSHjXh4eF06iRmdbAuEZ0O1yMyjoGCJy5iUrI4cjWA92YPFWo3LDoV5zO3+ezNiRpvxi/HxzsaSZIYOKRmle2rIiY0GctaZPqsjDJd1U0K8LrmSdGVyL7qemQc/WwthRcD/uXgRRaM6EXb5mInsn7ccI65kx3p0kFcJuADu6+z8Pkhwt5XKqWKuIgUYbqSNVX3iNSUJElcj4pjQDuxjpBfVBLXg2J4fepAoXa9/WK57h3FB6+MFaYBd7dgWrZqStce4r6DmBBx4z+1Wk1+diFNNKiz+jiprq7qWbigOJEFJaXRuZXYFLvxadmc8w7j8BeLhdoNi07F83Y0u9c9L8xmUWEpgf7xfPb1TGE2k+MyUJQqaW0jZqUNxM9eieLvv/9GoVAQFxfHhAkTGDz43nCb/fv3Y2Ehdua5LhCpqcJSBUk5ebQXHCr45/FrPDOil9B9WAB/7rjEc7P6YSbwJe5xJYwhwzsKdV59r4fTd6TYhASiQnBF87ToSuR7Kzg5jc6txWZVC4pNwTcyiVWLxwm16+0XS2xiJt9+ME2YzfS0XJITs+nlaCPMZnhAAi1am2KoQcHW+9GSNVWniOyrUnLz0dHSpqXgrNLrj17lxQl9hdZClSSJ9dsv8tIzg2liIG5/l8eVMIaO7CjMHoCfRwSzXhohzJ4kSU99X1Wv/jqRHVdYagb2LcQtawJsP+fNrMHdMGkidnPyln3XeHZ6XwwaixPY7VsxdHCwoLFA0frfiKRrn3bCBphaWlqoJUmILW1tbTIyMh44LkkSGRkZNRbyhAkTePXVV5k3bx5Hjhy55zMfHx+6desmfJWoLtAWuM8xMi0Da7OmQkOPEtJz8AiOZf7wHsJsAviHJBKbkMnU0eLCjwC8PCJx1DDr2d1IkkTAjUi69hUb1iIJ0FVlmgJqpSl4mnQlsK9KEd9XbT3jxXNjHIWGtANs3HuFF+YNpKGAGonleHlE0tPJRmjERYBnJF0E7e26Qx33VSqViuzs7P9wXyV2/GfXQuxkYGBMMrGp2UwRnKHzilckKrXEyIEOwmxKksTNG5E4CexXlAoVIbdj6SRoMqT8mXza+6p6tZIlMlwiJj0LazNxYRKlCiVnb4aw46MFwmwCxCVm4RsUz6fLxwu1e9s7hu69rYXaDPWNxV7g0rNapRY2i/Hxxx8zddw0LJM7o6dV5gRLkkQ4/qhQcurUKf7+++875y9btoxly5YB4O/vz4oVK+6xt2HDBgBOnz7NK6+8cs9nx48fZ8WKFfzyy4MJAeobImcHYzKysTYzEWYPwMUjiLGOHWgscGYQYM9RT+ZOdhQ6GMzKzCcjPY/29uJChdOTspGQaN5a3LtKrVKjLSA8sk+fPrz5wjt00OpJW632d47nS7n448H7q97F0dHxzvG7NQWyrqpLdEaWUF3lFhRzLTCGT+aPFGYTICA0ibSMPEYIHAwC+PrE0qOXtVCbobdj6T1UXDtFaQpg5cqVDOkzlDYJnWioVfbekySJIG6iiz47duy4oxP47/RVIicEo9OzsG4mNkz2+PUgpvTvJLw+3p6jniyY6iR0/BsbnY5e40a1rodVEdEhSbRo0xQDQzEZIMvGf2L2jI8ePZqP3/6ULmv7YqH1/2PUHCmTYLxZ8f1Hj62vql9OFmIeMkmSiMnMpq3AjsszNB7rlqa0MhNb5PPgyVtMHtUNfcGDTG/PSN54V2yoSERAAoPGiVsZKC0Rl6nGycmJHfu389Zbb3HAxYUWLVqwatUqrGKM+fvvv9HW1uall16q8NouXbrg7Oz8wPGdO3cybtw4Gt2VnS8rK4v8/Hz+/PNPEhIS2LdvH3PmzBHyN9QFImcwYzLEagrg3K0w4YPB5LRcvP3j+Ph1sRMX3p5RdO3RVtj+LijTVPsulsJ+J0mSUJQoaCBAVw0aNOCKzyVmzpzJ1KljeeGFFwgPD2fWrFl47LpKp06d+PTTB7M5lSPr6uEUK5RkFRYJDWu67B+Fk30bjAzEFjU+cMKbmeN70UDg869WS9zyjGLeswOE2YQyXc17XVy2RlGaAhg5ciRr/1rDt99+yxEXF4yMjFi+fDm99Gfz/fffo6Wldc8A8G6eZk2JXMmKzczGSmDpHkmSOHcrjI3vzBZmEyAsKpXElByG97cXavfmjSh69BK7dzoiIB67rmJKg0DZ+E+UpvT19fHwvcrEiRN5+Y15zJw5Ex8fH5YsWYKfsw9WVla8//77lV5fl7qqcyersLCQL774grZt29KiRQtmz678IRXVcWUWFNFQRwdjfXGdjF9UEj3biyvCC1BSouDMpUA2rX4w7bgmJMRnkpVZQMcu4lLOQllmwdaCCqZCWbVvY3Nx1b4HDRrE999/z5QpUxg3bhzh4eFs27atVqtl69at48iRI7Rv355GjRrx66+/snjxYrZu3cp3333HmTNn0NLSwtT00WfGqZmmxN03LisHRytxGigoLiU+LZtOVmL3o7ic92PMkI4aFxy+n8tuwUITXkBZtiaRexyLC4rR0tJCT1DocaNGjdi/fz9Tp04lOzubHTt2sHXr1lpvpJd1dS9xmdm0NjESmhK+Lvqq7NxCrt2M5O3nxe3HAAgOTEC/cSPaCsyuqVKqSInPFJoFLSctl7YCU7hPnDiR4uJipk6dSs+ePQHuOFg15anRlMD7xmbm0N9WXNRNclYekiRhaW4izCbAkbO3mTyqKw0aiF0dc3cLYo7giYuEqDRa24rLc5CTlit0/GdgYMDRo0eZMGEC8fHxbNmyhQMHDmBlVTtnU5SutCQRAZFVsGPHDnR1dZk9ezbTpk27x1vcsGHDPcvi/v7+dOnSpS6bUyekpaVhbi5uoPQoeBLbDPe2u1mzZpw6deqBc06ePMnJkyf5+eefadCgXi3WCkHWVP3laWh3RboqKCjgjTfe4OWXX6ZPnz6Po4l1ztOuq6fh2XySqE5ftXfvXm7fvs1XX31VbxMAaMLTril4Op7PJ4nydlemqczMTJYvX84nn3xCx45iE3/UCqmO+eabbyRXV1dJkiRpzJgxVZ7bu3fvum5OnfAktvtJbLMkPbntFomsqfqL3O4nl6ddV09imyVJbveTzNOuKUmS2/2oedLaXedTJ5aWlqSlpQFlcZMyMjKaIWtKRkY8sq5kZMQia0rmv06dx1LNmDGDL774gpSUFJ555pm6vp2MzFOPrCkZGfHIupKREYusKZn/OnXuZDVu3JgffvihWudWllGnvvMktvtJbDM8ue0Wiayp+ovc7ieXp11XT2KbQW73k8zTrimQ2/2oedLaXeeJL2RkZGRkZGRkZGRkZP5LPH3pbGRkZGRkZGRkZGRkZB4jspMlIyMjIyMjIyMjIyMjENnJ0gClUsnXX3/9xMWIysjUZ2RdyciIRdaUjIxYZE3JVId6Uam1JlXB6xMFBQWMGzeOP/7443E3pUYcPXqU4OBgFAoF9vb2T8T3ffv2bTw9PSksLCQ9PZ1Vq1Y97ibVa55UTcGTqasnUVMg66qmPKm6kjX16JA1VTNkTT1aZF09WurFStahQ4dwcnLi9ddfZ+fOnY+7OdXG2NgYMzOzx92MGtO7d2/ef/99Xn/9dfbu3fu4m1MtunfvzogRIwgODmbw4MGPuzn1nidVU/Bk6upJ1BTIuqopT6quZE09OmRN1QxZU48WWVePlnrhZMXFxWFubg5AUVHRY27N00/r1q0BOHz4MO+9995jbk31sbW15YcffuDPP/983E2p98iaerQ8qZoCWVc1QdbVo0PW1H8DWVOPFllXj5Z64WTJVcEfPS4uLtja2t4RXH3n9OnTADRp0oS8vLzH3Jr6j6ypR8+TpimQdVVTZF09WmRNPf3Imnr0yLp6dNSLPVlPalVwSZLYu3cvISEheHt706tXr8fdpGrh7OzM999/T/fu3cnLy3silujT0tL45ptv0NbWZvHixY+7OfWeJ1VT8GTq6knUFMi6qilPqq5kTT06ZE3VDFlTjxZZV48WuRixjIyMjIyMjIyMjIyMQOpFuKCMjIyMjIyMjIyMjMzTguxkycjIyMjIyMjIyMjICER2smRkZGRkZGRkZGRkZAQiO1kyMjIyMjIyMjIyMjICkZ0sGRkZGRkZGRkZGRkZgchOloyMjIyMjIyMjIyMjEBkJ0tGRkZGRkZGRkZGRkYgspP1hPD+++/j7u7+uJshI/PUIGtKRkYssqZkZMQj6+rJRXayngDWrFlD+/btKSoqetxNkZF5KpA1JSMjFllTMjLikXX1ZKMlSZL0uBshUzm///47AwYMoGfPno+7KTIyTwWypmRkxCJrSkZGPLKunnzklax6TFZWFmlpabLAZGQEIWtKRkYssqZkZMQj6+rpQHay6jEuLi5MmjTpcTdDRuapQdaUjIxYZE3JyIhH1tXTgexk1WOSkpLQ0dF53M2QkXlqkDUlIyMWWVMyMuKRdfV0IDtZ9Zhp06bx5ptvcvDgQUpKSh53c2RknnhkTcnIiEXWlIyMeGRdPR3ITlY9xs7OjiNHjpCRkcGSJUsed3NkZJ54ZE3JyIhF1pSMjHhkXT0dNHjcDZCpmkaNGmFra4tarX7cTZGReSqQNSUjIxZZUzIy4pF19eQjp3CXkZGRkZGRkZGRkZERiBwuKCMjIyMjIyMjIyMjIxDZyZKRkZGRkZGRkZGRkRGI7GTJyMjIyMjIyMjIyMgIRHayZGRkZGRkZGRkZGRkBCI7WTIyMjIyMjIyMjIyMgKRnSwZGRkZGRkZGRkZGRmByE6WjIyMjIyMjIyMjIyMQGQnS0ZGRkZGRkZGRkZGRiCykyUjIyMjIyMjIyMjIyMQ2cmSkZGRkZGRkZGRkZERiOxkycjIyMjIyMjIyMjICKReO1lZWVmsWbMGtVr9uJsiI/NUIGtKRkYssqZkZMQj60rmaaDB425AVTRt2pTMzEyOHz/OlClTNLKlVquZPHkyffv2pbS0lIiICDZv3oy+vn61z+nXrx96enoA6OjocP78eQB++eUXEhISMDAwoKSkhG+//RYtLS1Wr15NdHQ0zZo1IywsjE2bNpGYmMiKFSvo1asX8fHxmJmZ8dlnn1X774iIiKjy+qKiIvr27cuYMWP48ccfK7Th6OiIh4cHOjo61bqnu7s7y5cv5+eff2bYsGHVbqumVPZ9y9QekZoCSE5OZsWKFdy+fRtPT89Kz6vouaxKbxVpp1yHlT3jtX1eqtLUw/RWzpOiKYCQkBB2796Nvr4+Fy9e5IsvvqBPnz6PtA1PEyI1Vd3nrbLfsCpNVXZNVc+DJu/gqt4NlfWZd/Mkaaqq95VM7XgcfVVl51Sly8p++4c9E9UZq9WkjdHR0YwcORJLS0sAcnNz6datG1u3br3n+idJV9V5T9R7pHrO7du3pUWLFmlsR6VSSV9++eWd/0+ZMkXasWNHjc75/PPPH7Dr7e0tde/e/c7/Z8yYIR06dEhKSkqSmjZtKqlUqnts3bhxQ3J2dr5zfseOHSUvL69q/x0Pu/6dd96RFi1aJL377ruV2lCr1dW+XznPPfec5OrqWuPrNKGi71tGc0RpSpIkaf/+/dLRo0el3r17V3leRc9lZXqrTDtV2ZKk2j8vVWmqunp9UjSlVCqlCRMm3PluExMTpdTU1EfahqcRUZqqzvNW1W9YmaYqu+Zhz4Mm7+DK3g2V9Zn386Ro6mHvK5na86j7qsrOqUyXlf321XkmqjNWq0kb09PTpbNnz975/+effy5dvnz5geufFF1V9z1R36nXK1kA3bp1IygoCIVCQcOGDWttR1tbmxUrVgCgVCqJj4+nQ4cONTrHz8+P77//nqKiIpycnJg4cSLh4eF3Zg4AbG1tOX/+PCNHjqRRo0bk5uZiYmJCfn4+nTt3pkePHvfcU61WY2BgcOf/n332GUqlEh0dHQwNDXn//ffvOd/JyanS67dv387AgQPx9fUlPz+/wu/h6NGjLF++HDc3N1xdXfnoo4946aWXiImJITIykuPHj2NkZATA8uXLUSgU2NraEh8fX2Ubv/32W1atWsWpU6fw8vLi/PnzrFmzBnt7+3vuP2vWrArbtmLFCgYNGnTPsYq+bxnNEaUpKPs93dzcqjynsueyMr01bty4Qu1UZQsqf1400VRVn5XzJGnK09MTSZJYt24dhYWFmJmZ8eKLLz5wrUzNEKWp6jxvVf2GlWmqsms8PDyqfB5qqymo/N1QWZ85ffr0O8eeJE1V9b6S0YxH3VdVdk5luqzst3/YM1FZP6aJrszMzBg1ahQAJSUleHl58cUXX9xzzt26sra2ZsuWLZVq63HrqjrviSeBeu9kAbRs2ZILFy4wduxYAAICAjh79myF5z733HM0bdq0UlunT5/ml19+YdKkSTg6OtbonA8++IA+ffqgUqkYMmQIhoaGODk58dFHH1FcXIyuri5eXl5YWlpiZGTE6tWrmTt3LhYWFrRp04b27dvfc5/Dhw8zduxYHBwc7tz3+vXrnDlzBoBhw4YxZsyYBxyziq4PDAwkKCiIb775Bl9f30r//ilTpvDzzz8DsGTJEv755x8GDBjAypUree211zh79iwzZ87ExcWFsLAwTp48CcCRI0eqbONHH32EUqlkx44dNGrUiIMHD1YYLnHgwIFK23Y/FX3fQ4YMqfb1MpUjUlNVUZ3nsiK9VaSdh9mq6HkpKiqqtaaq+9mTpKmYmBiuXbvG7t27MTY25tlnn6VRo0YsXry42jZkKka0pip73qrzG96vqb1791Z4jb6+fpW2RGjqfirrM+/mSdJUdfp6mdrzqPqq6nK/Liv67Zs0aVLpM1FZP1bT8V9V7N69m3nz5j1w/G5dQeXa0tPTe+y6qs574kmg3jtZa9asYeHChRw8ePCOyDp37lzrmaKxY8cyduxYFi1axPr163n11VerfU55nLqOjg6DBw/G1dWVzz//nA0bNvDll19ibm5Oly5dMDY2xsfHh9WrV+Pt7U2DBg149913WbVqFT/88AMArq6uuLq6smbNmjv39fX1pbCwkO+++w4AS0tL0tLS+Ouvvzh8+DBNmjS585Def/3hw4fR09Pju+++w93dndLSUtasWcNbb7310O+kfLbB3NycvLw8oOxFZmdnd+ccW1vbKtsI8Mknn9CpUyfeeOONSuPRp02bVuFMxueff87gwYPvOVbR9z1kyBCUSiXff/89MTExbNiw4aF/n8y9iNZUVVTnubxfbwMGDKhQO8bGxlXaquh5ady4ca01dTdVfVYR9VVTRkZGODg4YGxsDMCgQYNwc3Nj8eLFsq40QLSmqnreqvoNy7lfUzY2NhVeM3fu3CptaaqpirC2tq6wz3wY9VVTVfX1sqY041H2VdXhfl1W9tsvWLCg0meisj5RoVBopKu72b9/P87OztX+u+7XVkRExGPXVVXviSdJV/XayVq7di0ODg6MHTuW7777DpVKhY6OTpUzGYsWLcLU1PSB44GBgURFRd0Jd7CxsSEyMhIo2zBobW1d5TnBwcFcuXKF559/HoCwsLA7y5ampqZ8/fXXACxcuJBXX32VyMhITE1NadCg7Cu2sLAgNjYWABcXFy5fvszatWtJSkoiJiaG/v370717d65du8aHH34IwIULF2jfvj2jR4/mpZdeuvO3VHT9J598cufz4uJi8vPzq+VgARVuJOzUqRMXLly48//y76GyNkLZgPrDDz/khx9+YPz48XeEeTfVFX5V33dBQQHjxo3jjz/+qPDagIAALl68iFKpxMnJif79+1frnv8FRGqqKso1VdVzWZnerKysKtRO+QRFRbYqe16aN29ea02VPzdVfVYZ9VFTAH379iUjI+PO7x4TE3Ong5V1VTtEa6qy561cU1X9hpVpat68eRVeU5UtTTVVFRX1mQ+jvmoqISGh0r5e1lTtedR91cOoSJeZmZkV/vZVPROV9YlnzpzRWFcAbm5u9O/fv0bhlfdrqz7oCip/TzxJuqq3TtaJEyfIzc1l3LhxAAwZMgQ3NzdGjhxZq5kMXV1dNm3axK1bt1AoFAQFBfHrr7+iVqsZNmwYbm5ulZ4DZbOHLi4uJCYmkpubi6WlJQsWLADKYsIHDx6Mrq4uU6ZMoWPHjtjb23PixAneffddTExM8Pf3Z82aNdy8eZO5c+fi6OjI8OHDKSgo4LXXXqN///6MGTOGGzdu8NFHH2FoaEhWVtadGYNyqroe4ODBg1y6dInS0lJ2797N/Pnz77nexcWFmJgY/vzzT0aOHElMTAybN29m8eLFXLp0CT8/PyZOnMjEiRM5efIkL7zwApaWlkiSxPbt21mzZk2Fbdy8eTN//PEHx48f58KFC0yfPp1ff/2VoUOH1ur3r+r7NjY2xszM7M65v/zyC+bm5vj4+PDtt9/yzTffMHbsWFJTU+XY+LsQrSmAixcvsn37dpKSkvjqq69499130dXVvaOp8s6roueyMr2Zm5tXqJ1yKrJV2fOira2tkaYepjd4cjQFZZ3W999/z1tvvYW5uTlpaWl3smTJuqo5ojVV2fPWt2/fezRV2W9YmaYq+9319fUrtaWJpqDid0P5DHdFfebdPEmaGjduXKXvK1lTteNx9VWVPbOV6XLhwoUV/vbNmzevsg+DivsxTXUF8Ndff7Fu3boKv4O7dfXdd99x9uzZCrX1559/PnZdQeXviSdJV1qSJEmPtQWVUFRUdM+DU1xcTHFxMSYmJo+vUTL1hujoaL766it++eUXxo0bx4svvkhwcDDLli1jwoQJuLq6Ehsby6lTp/j8888fd3PrBbKmZB6GrKuaIWtK5mHImqo5sq5kHsaToqt6u5J1f0ynnp7enXodMjJ307x5cxYvXoy/vz/NmjWjRYsWGBkZ3amzIVOGrCmZmiDr6uHImpKpCbKmqoesK5maUJ91VW9XsmRkKkOSJH744QeOHz/O2rVrOXXqFM2aNSMzM5MPP/yQs2fP4u7ujkql4plnnnkgFEVGRuZBZF3JyIhF1pSMjHieJF3JTpaMjIyMjIyMjIyMjIxAtB93A2RkRFNUVER0dPTjboaMzFNFWFgYSqXycTdDRuapITc3955CrzIyMpoTHBxMfVk/qnMnS6VS8fPPP7Njxw5+++23Ks8tzySjCVLJNdRZb2hspxyVuhDv+H5IkkqYzRJVAZvC56MWaBPgbMp5tkfvFGoT4Cv/Q7gkeAu1Oev0NkKy04TahLINstOnT2fcuHFcuXJFuP36wKPWFIA6YwGSIlSILYCYzK9IzdstzB6AW/I6ArJPCbVZoirhbZ//kafIE2o3Jj+N+e5rhXYEx6ID+djjpDB7d+Ps7MzYsWNZsmQJarW6Tu7xuHnkfVXxSdQ5n2psp5xSZTK3E0YIsweQp0hjW+QS4QMW54SjHIp3FmoT4H/eO3BPDRZqc9SxDaQWPVjbR1Nyc3OZOHEiY8eOrbRQ+5POY+mr0ichqZKF2AKIzfqBpNzNwuwBnE78jrDcS0JtZpRk8t7tD1AJHlfeSA/nnZvbhNr81c+dDYEeQm2Ws2XLFsaOHctbb71VLxytOneyjh07RkxMDHl5efTs2bPKc9PT0wXcsQSkQgF2yigsDaSRTnO0tHSE2Uws8sekUSu0BdpUS2pOJ5+ln1lfYTYBilWluCb708dMXAV7SZIIzk7DorGhMJsApaWlzJ07l2nTpnH+/HneeOMNvLy8NLKZlZVF8+bNBbVQDI9eU4CUA4h7YeWX+qDb0FqYPYD4wts007URatM9/QrWjdti2FDss+qS6E2/ZnYV1v6pLVF5mTTVbSzMXjmnTp3ihx9+wNvbG2tra15++WWNOy9ZV4BUVPZPEPmlvug2sBJmDyC+0AczXWuhz2mpWsGFVFf6mvURZhMgu7QAr8wIephaC7NZpFQQX5CDmWBdFRYWMm3aNJYvX87hw4dZtGgRwcGaOYeypv5FnQeIczSyiy7QpFF3YfYkSU1MgSct9DsIswlwPvUCPU16oCNwXAnglhpAN5O2Qm2G56TTTE98X7V792527txJUFAQCoWCjz/++LH3VXWeXTA4OJiWLVvyyiuvMGHCBE6cOHHnsw0bNtxTrbm8crRGSBIgrkPIK7lJE90ewuwBxBbcxLJx1S+cmuKefpWmjUywMxTnDAEcirtBL1NbzPWMhNlMKsyjcYOGGDUSly1IqVTy7LPPMnz4cF5++WWgrDjetGnT2Lp1K927V/6SPHr0KMHBwSgUCuzt7Zk9e/adz/755x/atWsnrJ0ieOSaAsocLDG6UkslFJYG0aRRVyH2APIV6eQrMzDXE/f8l6pLOZ50gtfavyLMJkC+opgj8V781edFoXbDctIZ3krss3rhwgU+//xzTpw4gYmJCatWreJ///sfb775JmvXrq1y8C3r6iFIILav8sRQV2y/ElPghWXjXkJtnks5TzsDW1rrtxJqd3f0FUa06EKTBuL6lYjcDKybNEVHW9x8dHFxMTNmzGDJkiV3NLFz507mzZvHwYMHq9SFrKlqoNUAJIUQUyXKBBSqVKFjwJTiUPR1TDBq2EKYzVxFLm6pl1jZRdzKOEBmST5nknzZ1v91oXbDczN4vqPYSZbDhw/z119/cfz4cRo3bsxvv/3GCy+8wFdffcWnn1b9vdSlrup8Jas8lSLwQJjJsmXL8PLyuvPP3Nxc8xtqaSFyxj23+DpGuuKqRUuSRHS+B9ZNxK04lapLOZxwhLltZgmzCVCoLGFb5CWW2Y0UajcwK4WOTcXOuH3yySd0796dt956684xKysr9u/fz8KFC8nJyan02t69e/P+++/z+uuvs3fv3jvHk5KSMDQ0xMDAQGhbNeWRawooGwyK0VV+yS30G9qjo91EiD2A6IIbWBk4Cl0dPptyHmsDa9o3ETtw2RXtTr9m9lg3EauBoKxUOjYV13FHR0fz3nvvcfTo0TuFH7W0tFi9ejVKpbLSgpflyLp6CHXRV+mJ66vUkoqY/BvYNOknzGa+Mp8TSSeZbTlTmE0oGwwejPPg+XZiwyWDslJxENxXvfrqq8yYMYOFCxfeOda5c2e2bt3KzJkzUSgqdxBkTVUDLX2QioWYyi66gIn+MKGRTNEFN7BuItbBOJp4nAHN+mGuK6q/L2NjxHnGt+pBq8ZNhdlUqdVE5WbS3qiZMJu3b9/mhx9+4MiRIzRpUjau0NbW5u+//yYgIIBdu3ZVeX1d6qrOnaxZs2YRGBjI33//zeTJk+v6diCVgJauMHMFpX40ETg7GFPgiZaWDua64mbcd8XsoYOhPe0Fr2L9GXaOfs3ssDO0EGrXMzWO7mZiZzGDg4NZOFOFOtn+nn+2TSZg1zaK33//HUdHxzv/7p5Ba926NVA2E/Lee+/dOb59+/Z7OsL6wiPXFJR1WoJ0VaapHkJsQVn4xe0sZzoYDRdmM74wnpNJp4RPXMQXZrA/9jrL2ouduEgvLiC1KJ/2xmbCbMbHxzOoryHm0uB7NCWldGDhpOMcOnSoUk2BrKuHIrCvUksKikpDMdDtJsQeQHDuecx0bTBsKGbgJkkSm6P+ob9Zf1oJXsVaG3KCSa17Cx0MQllf1aNZHfRVM/If6Ku6tZyDsX4of/zxh9xXaYKkKFvNEkBBiT9NdB2F2AJQSUoCs09jZzhUmM3g3BBuZHoxpdUkYTYBvDMjcU0JFD5xEZiVQmsDYwwaNhJmMyoqivEjTTEscrpHU1ppHXlm0mV27dr12PqqOg8XNDQ05Pfff6/r2/w/qjTQFtMpKNW5qKViGuqImR1WSyqupW+lf7PnhMW4X8vwIDA3iJVdPhNir5yA7DjOJN1mz6A3hdoFuJgYyTd9xWxyvRvtJkvRbvng96ClN4v58+fz8ccfV3qti4sLtra2d8QGkJKSwubNm0lISGDTpk08//zzwttcGx65pgDU6aAtZuapSBGJQaNOQmwBhOa5oaPVEJsmYmbxi1RF/B7+J/PazqWlfkshNqFs3+S3Ac48ZzuU1o1NhdkFuJQYSf8WVjTUFhuPr9WoB9otLz5wXNvMg06d/mH9+vVVXi/rqgrU4vqqUmU8jXSaoy3IaVOqS/FI38YYi/eF2AM4m3KOjJIMXmm3TJhNgKtpIfhkxbBnoNi+SpIkLiZF8moXcauD5Wgbvoa27jsPftBoKEuXLmX58uWVXitr6iGoU0FbzJitVJVMU52xQmwBhOa6YtSwBS31HYTYy1Xk8Vfk37xgswSjhuK2dOQpivjC9wCfdJ6OSSOxq6PuydEMsrAWahNAS7cf2i1dHjiu3dSFXr08WLVqVZXX15Wu6tzJetRIqji0dMTMPClU6TTUMRfiEEmSxMWU9TTSNqC94WABrQOvTG92xezhvQ5vo6+j//ALqklOaSErbu/lvU6ThQssKCuV7NIi4StZmuDs7Mz3339P9+7dycvLQ1dXl40bN/LTTz9x7do1tLS0MDUVOyh+kpBU6UAj0BLzLChVGTTUEROCk14cycWU9Uxq/YUQnRYqC/kpdA0djRwY1GyAgBb+P/9EXqJIWco8K7F2AY5GBzLFWpzjKgJZV1UjKePQaiRmllyhzqKBjphJEElSczZ5NS31HGjdWMzK2MW0y5xIOs3HHT+goXZDITYBUoqy+dL/EKu6zUG/gbiZcYBrKTE0baSPtWH9eUZlTVWNpEouWx3WEhOKLkkKtLXEPFdZJXFcTv2LSa1XCrGXq8jj++AfGdxsEN1MxO1vVklqPr29lyHNOzKouRhnsBxJknCO8udzx9FC7WpKXerqqXOyUIaAwWJBxiS0BEVU3szcS0LRbWa3XYOWluY2r6VfZ3fcXt7t8BZWBuIyv6gkNZ/77mNI846MailOuOXsCrvFvPY9hG4k1pRp06Yxbdq0Cj/r378/gYGBj7ZB9Q1lMDR0ELb6KqEWoqtcRQpH4j9haItXadW4iwB7efwcuoZ2BrY8a7VAY3t3cy0tlP2x19ja/1UaCF5tis3LwjcziT+HzBBqV1NkXT0EZQg0fkaMLUlCS0ASDUmSuJK2iTxFCjMsVwuxdy7lAieST/Fhx//RXE/cnpESlYIPfXYxz2oATmbiEz7sCLvFAjuxiUQ0RdbUQyi9CQ17CuurGug0RanO0thOgTKLo/ErGGD+PK0ad9bYXnZpNqtDfqZn0x5Mbz1VY3t380foGUrUCt5ymCDULoBHahwqSaJ/C7FZUDWlLnX19DlZqljQEZPGuVSZREMdzfY4qCQFF1N+J77wNtMtv0dXR7MZFoVawd64/dzKus3/OryLZeM2Gtm7G5WkZpXfQVSSmjc6iA/nyywu5FhMIKcmviDctkwdoooBHWth5kpVyRrPuicU+nIy8WscTefRwUjzmPGQvFD+jNjAoGYDmdF6mtCU1bezYvjCbz/f9VhAcz1jYXbL2RTsyWzbbug1ELdCIPMIUMVCA0F9lSqJBhr2VQp1MeeTfyazJIZplt/TQFuz0MMSVQlbo7cTXRjDRw7vC3WwStVKPvTZRZvGZiyyGSLMbjkxeVlcS47mu77jhduWqTskZRBaDTV3YspRqfPQ1tIsW2ViYQAnE7+iq8lEupho/jz55wSwIXITo1uMZJLFBKF91Z7oK7imBLCx30vCJwMBfvO/wlIHJ6Ftru88VU6WJElle7IEhSLllXhrlPQiV5HCqcRv0NcxYq7Vb+jqaBZulVyUzJ+Rf9O0oQmrunyGQQNxoXxKtYqv/A+RWpzDL70X1YnANgd7MqGtAy0F18eSqVskgfscVeoCijXYkyVJanyynPHM2MVYiw+wauKkWXskFS5JJzmbfJ4XbJfQ3URc4gCAW5lRfOizi5Xd5tDTVGwNL4C0onycowM4N0lsOniZukVS5wNq0BLzLswv8cZQt/ap1rNK4zmZ8BWmulbMtlpLQ23NBpaxhXH8EbEBm8bWfNFpBbo64pJRFasUfOyzG13thnzedVadDNj+DLzOs/a9hJYZkXkEKGNAT8wEsSQpyS/xoV2zX2p1vVpS4ZN1GK+MPYyyeA9bDbN0KtQKjiQc43L6FV5u9yKdjDpqZO9+DsV6sDv6Cn/2fZGmjcRl/i3nekoMcfnZzG4nto+t7zxVTlZZOlwlIv6sYkUMKXnb6NB8U42vVUlKbmUe5GbmXnqZzsLRdJ5GIYIKtaJsIJhynqmtJjO6xUihHUt2aSEf+eyikXYDfu61CD0dsbHtULaKtTPMm6Pjlwi3XU5SzkYSVP88eO/CVEDz0Jf/Lgq0BMW4x2R9SVP9MbXaoJ9aHMaF5LVoa2kzx+pXTBpptq8vIj+SrdHbMGxgyBedP8VMV+xehqPxXvweepqV3ebQr5mdUNvl/BFwjRk2XTDXF98pQlm6fY+YB51D/6QSYFqd3PO/gQJoKOQ9XlAaSHrBETq13Ffja5XqEjwzduObfZS+Zgvp3lSzVdwSVQnOCUe5nH6FuZazGNRsoNC+KrU4h/9576CtQTM+7zqrTiYDY/OyOBUbzPnJLwm3XU589jrSix9MCJFXnFRn9/xPIBWClpgitzFZqzDUc6pVNFN84W3cUn5DT9uQuVa/YqxhX+Wb7ceOmF201m/Fqi6fYdxQXESEWlLzZ9g5ziTd5jen57HQF5uhs+weEt/ecuXtboOFJ2cqJ6f4WoV9VUhqIVB3Wn4YT5WTpaWljaRtDOoc0CAcSanKJiztZVobv04T3ZpV+o4v8MEt9TeaNGjGXKvfNB4IBuQEsj1mJxZ6LVnV+TPMdMWlaAYIzU3kg1u7GN6yM6/Zj0VHwH6xilgfcI1JVp2wbGJSJ/YBLIxfoE2bLx44btpYbBru/xpa2qZIqlSNd3wk5/5DXslNurQ8XKPrilW5eKTvICT3AgPNn6eT8ViNJi3yFfkcTDjMzaxbzLecQz+zvkIHgqVqJetCTnI1LZQ/+7yIjeB6WOUkFORwOMqfM5PEZmu7mya6PelrdenBD5I9uMmDExoy1UTLGKRCJEmJlgbppkuVKYSlvYKV6efoN6z+viRJkogq8OBSynrM9drzjPUGmjSsfZ8pSRK3sn3YGbMbO0M7vu66UuhAEMpWhT+9vZfZVv1ZZDOkzkKO1vi581wHR0z1xAzWK6KNyRu0033vgeOGeuJSe/8n0TEHdYZGJiRJIjn3b3KLr9Op5YEaXZtbmsyVtE0kFQUwuPnLtDccrNFzmlqcxt64fcQWxvOM1Tx6mNRsPPow8pXFfOV3kIySfLb0f6VOVrAAjkQHADDFWlwo5/0Y6/Wnr9WJB46nN3fBI8qjzu77MJ4qJ+v/qX2Bx9zi60Skv4OZwWRaGD5X7esSCv24nr6VPEUqA8yfx85wqEbiii2MY1/cAZKLU5jfdg69m9Y+FKQilGoV26MuszvanXc7TmZsK7HivZvovEwORfnJe7GeaGqvKZU6n+jMz8gv8cG++cZqFyEuVuVxK/MAvllHaW84mGdtNtK4gUmt21GqLuVs8jlOJJ+mj6kj33b9UmjILUBobhJf+O6ndWNTtvR/FaOG4rJ+3s/3t1xZaN8bc/36VYBUpjqo0bTAd1bhOaIyPqKl0VKaGUyp1jWSJBFT4Mn19G0o1cUMa/G6xoVRw/LC2Rd3gAJVAUttFtPZWGyWy1K1kr/CznEi8RYrusxgoHkHofbvxjcjCfekKM5NrruJC5m6RBcoqfXVSlU2kRkfUqyMxt58Ew20q5cWPbc0mRsZO4nIc6db02mMsnhXo5Db7NJsjiYe53rGDca2HM1L7ZbRSGBWTiirg7XS7yD9mtmxstscdHXqZk9vobKU1T5u/DpwGtr/ob1Y5TxVTpakzgd1HmjXfLVHpS4iMXc9afn7sDX7ARP9h88oSZJEYpE/HunbyVEk0sfsWRyMR6GjwcxkanEazglH8c/1Z7LFJN6yG0oDbbE/U3R+Kqv8DqLfoBHbBrxOS30TofbvRpIkPvM8w7KO/WheRyFNIlAqlXz//ffExMQ8UKjuv46kjEWrgW2trs0r8SYy/V0M9frSxeI4OtoPnx0uUuVwO9OZ29lHsG0ygHnW6zFuVPuC2Eq1kqsZ1ziccARbAxtWdPwIC4H1r8ru8f+TFm86TGBCK3EZrirCPSmKm2kJfNdPfAYoUciaqgJVEmg3RUur5gMbpTqP+OyfySo8i535nxjq9X7oNeXO1Y2MHZSo8unbbOG/E4G1XxGOL0zgUIIzUQVRTG89jUHNBqAtOBIiOCeBlX4HsDQwY+eANzDVrbs+RKlW85nnad7rMbTe7sWSNfUQpGzQql29qJyiy0RmfIhp43G0N19brZD23NJkPDP3EJ57ka5NJ/Ncu3/Q06l9vap8RT4nkk/jlnqRweYD+b7b1xg2FLuHvUhZyp9hZzmX7MfHXabX6aQFwBpfd/o0b4tjc3FJ2kRTl7p6apwsSVIj5X4OeqNq1HFIkoq0/P3E56yhiW5Pulgcp5FO1Zv81ZKKsLxL3Mo8QLEqH0ezOXQ0HquRc5VYlMixxBP45vgxsvlwvu/2jdDaV1Amrs0RrjjHe7Ks/Uhmtu0rvFO8n7V+7uSVlvB8R80SFNQ1BQUFjBs3jj/++OOe44mJiezbtw8DAwNatmz56KrW1xOkUm8oPgWmO2p0XZEigtis7ygsDaRt048wM3h4Nfqs0nhuZR4kNNeVdoYDmWu1DpNGrR96XWWUqhVcTnPnRNJJmuuZ81q7l2lv2L7W9irjZkYkPwQdpaWeSZ1PWgDE5WfzztVj/DhgEo0F1wYSiaypipEkBVLuStAbVaPr1FIpKXk7SMxZj4n+ULpaHKeBjkmV1yjVpYTkXuBWVlnYk6PpfOyNhqGtVft9EVEF0RxLdCEsL5xxFmN4ud2LNNIW+xzmKYr4M+ws55P9WN5hAuNb9ajzjGRfeZ/DqJEes2zr78Z8WVOVI5V4QKkHNHm3RtcVlAYSm/UNJcp4bMy+wkR/+EOvySiJxitjD9H5HnQxmcgi263oN6h9eGy+Mp9TyWe4kOKGo2lvvuzyhfA9wpIk4ZYayC9BLnRvasXOgW8Ir4N6P24JERyNDuDY+KV1eh9NqUtdPRVOliSVIuX9AKoEtEy3VvMaiZziS8RlfYeOdhPszf966P6rElUBATkn8ck8hGHDFjiZLcC2SX+NZgMj86M4kXSSkLwwxrQcxUKrBTRuIDYWXJIkXFMCWBN8gu5Nrdg1cDnmeuKqg1fGoUg/DkT6cXjsojrb7CgKY2NjzMweXAH94Ycf6NixI7m5uUycOPExtOzxISn8kbJfR8tkNVoNq5e4oVSZSmLuH2QUHMHC6CXszH+rckawfDXYO3MfSUWBdDGZyELbzRg0qH0HU6QqwjX1IqeTz2JtYMUr7V+ifRPxdXRSi3NYF3IKn6xo3nGYyLAWnet8IJhdUsQLbvt5pXN/hljUbnXxUSFr6kEkqRgp5zPQ0kLL8JNqXqMmq+gMcVnfo9ugLR1b7KRxo6pnn4tVefhlH+N21hHMdK0Z3Pxl2jbuXevnU5IkQvJCOZ50gvjCBCZYjOUl2xeEZg2Esk34JxJ9+D30NEPMHdgz6G1MGtXd3qhytgR74p4UzaGxi+p1SJOsqYqRSm8j5byFlvEatBpUr25oiTKehJx1ZBdeoLXJcsybzEP7ISvLyUVBeGbsJrkoiO5NpzOs3esaleXJV+RzKuUMrqkX6d20Jyu7fIa5rpii4ncTW5DOz0HHSSzK4tOuM+ukrtz9ROVm8t714/wxeEa9D2mvS1090U6WJElQcgop7yfQsUKr6Z9oPaSmgSQpySg4TlLuX0hItDZejmnj8VV2PvmKdHyyDhGQfZK2Br2Z0PozWurXvhK2WlLjm+3HieRTpJekM7blGF6wXYqejvgQBe/MSH4LOU2xWsFnXWfi+AjEpVKr+dn3Ms5R/mwePqfOMp/dj3fGfg7muzxwPDzPl927d3Po0KE7x5YtW8ayZQ+Puw8ODmbu3LnY2try4YcfsmXLFqFtro9IquQyTZVeQcvoU7R0H16HpkgRSVLuBjILT9HMYBrdWp2tMiuTWlIRkXcF78x9FKny6Gk6g3GtPqahdu1XbzNKMjmbco5Lae50Ne7CO/ZvCi3UXU6uooh/Ii9yJN6TGZZ9+Ljz2+g/ghUl/8xkXr18mMlWHVncwbHO7wdlg4q1wQ+uuERH5xAYaICj4/+3Q9ZU5UiSGooOI+WvhYY90DJe+9BQQbVUQnr+YZJyN6CjbYiV6eeY6A+r8prc0mRuZR0iKOcstk36MbXNt5jr1d4ZV0tqbmZ5cyLpFIWqQsa3HMtyu9eF7w+RJInr6WH8FnoaXe0G/NjzWTqbWAq9R0WUqlR8c+s8bgkR/DNi3iMLE/RI286t/D0PHE8o9GXz5s1s27btzrHq6Oq/qCkASRmPlP8zlHqgZfQFWroPT5NeUBpIUs4GcoovYt5kPt1an69y75UkScQVeuOZsYec0gR6mc7+t6+q/bOSr/h35SrVDUfTXnzReQXmuuLqyJWTVZrPxvALnEnyZaHNEFZbD6Ch4O0nFeGREssb7s78r/swnJrXvY4B4gpuVdhXBcSlk+jd5rH1VU+kkyVJEihul4lLnYWW0Sq0dAdUeY1KnU9a/kGSczfSqEErLJu+j7HesCqdq7TiSLwz9xGV70FH49HMt/4Do0a138tRqlZwJf0qp5PP0EhblwkWY3EydURHg9CNygjJTeSP0DNEFaTxst0oxlp0r/PQQCgLZXr/ugvaaHFk/GKa6YmfwcguLuKj82f5Y+K9m717mc1mSpu3Hzj/suEs5s+fz8cff1zje7Vo0QIjIyNMTEzIytK88nt9RlJnQ+FupIIt0Hg+Ws3OoFVFkgpJksgvvUVS7t/kFd+gheFCure6QEOdylehFOpiArJP4pN1iMYNmtLbbB62TfprFL4UUxDLyeRT+Gb7MbDZQFZ1+YxmdTAbWKgsYX/sdXZGXWZoi07sHLicFnVQXPh+lGo1O8K8WefnzkqnsUyyElsfBcp+y+NhIVyJjeG7UWPvHG+p35E3HdY+cL5Hjgclnf5h/fr1Nb7Xf0pTkgSlHkj5PwGgZbIWrUZV115UqrJJzd9Dct5WGjd0wMbsGwx1q86AmVIUws3MfcQVeNPZZALP2vytUbbAUnUpl9PcOZV8FsMGTZhoMYFeTXvUSR8SkB3H76GnSS3O5TX7MY9kRRggIjeD964ex0yvMUfHL6kTByu1IJ8Pzp1my9SZ9xzva76QIW0eTAR1qPFQli5dyvLly2t0n/+SpgAkdSZSwQ4o3IGWwUIw+hIt7crHGpKkJrf4Ckm5GylUhNDScDHWZquqdK7KJwJvZu6lVF1YVvjeeAQ6tdhHWU6uIo9TyWdwS72Ik6ljna1cFSlL2Rd7YQgeVQABAABJREFUjR1Rlxlj0Y19g9+qs8yBd6NUq9keepPf/a/y88DJdRJtoVSr2XDTk1ed+t5z3NKgJ286fPrA+S4RLnj08mDVqlU1vpcIXT1RTpakzoUiZ6SivSCVotV4UdlgsIq9UAUl/qTm7yKj0AUjvQG0M/8Vw4cUGE4pCsEzYxdJRUH0NJ3B0BavoadT+82H/x++dAarxm15znohDoYd6qQjCcyJZ1P4BYJyE3jOZig/9HqWRo9g5iKhIIff/a9yMjaYFzr25eVO/dDRFtshpxcWsumWF3sD/JhkJ3azpiRJ7N27l5CQELy9vfntt9/YuHEj77zzDlu3bsXExIR33nlH6D3rA2UTFl5Ihbuh5CLoDkPL7ECVIRdKdR4ZBUdIzduJSiqipeFztDP7qcqkFiWqAvyzj+OdeQAL/c6MbfURFvqaZSELyQvlWKILcYXx/4baPouB4FBbgAJlCQdir7M72p0eTW34q++yOkvLfjcqtZoj0QGs879Cy8aG7B+zEFsjsSUcJEnifFQE625cp0Sp5PvRYgp5ltv+L2oKygaBFB5AKtoHWrpoNV4K+tMrDS2XJIn8Em9S83eRVXgWk8Yj6dB8c5VFu8tDbT0zdpFREk1P05mMbPmORkXvC5WFXEh140zKWWwNbHnRdin2hnVT480vO5aN4ReIyE9hqe0wprRxrJO6V/cTm5fFr/5XcE0I57UuA1jSwUl4X5yUl8dfN29wJCSYBV3F7fH6T2tKUkPptbK+qvQa6I1Gq9lhtHQq37erUKWRln+Q1Pw96Gjp08JwMfZNNlQZwq6SlITkXsArYzeNtA1wNJuv8URgdmk2J5NPcznNnT6mTnU2EVikLOVA3HV2RrnT09Sajf1exspA/H3uR5IkTsaF8PPtS5jqNmb/mIXYGIndU6ZUqzkSEsTvnh40a9z4ASdLE+pSV1qSJNU+h6xgHB0d8fLyuueYJKlB4YNUdBCKT4PuILT050OjPpW+GJXqPDILjpOavweFKp3mTeZh3mQOjRq0qPTekiQRXXCDmxl7yVEk0dt0Dl1MJtBAu/Yx5/nKfM4kn+NCqiudjDoxqdUE2jaum6VT36wYtkS6EZabxCLboUxp44heHaXkvJuI3Ay2BntxLCaQ+e178GLHvsLri8Tl5LAnwJfd/r5MtOvAy7370Nro3hmoqVOn8vvvv9OmzYMZbGbNmsXq1auxsXmwUN3TTkWaApBUGVB8AqloD0hKtBovAP2paGmbVGhHkiQKSn1Izd9LZuFJjPQG0KLJMxjpDahyT2KBMgPvzAMEZp+irYEjTs0W0Ey39r+DJEn45fhzLNGFLEU2Ey3GM6jZABoKDl+CsrDAA7HX2RtzFSezdiyxHU47w8rfIaIoUio4ERvE7/7XMNNrzDvdhtC/pZXQe5QolbjFRPH7jeuoJYnX+/RnTLv29+xHcXd3Z//+/axdW8FKlocH//xTu5Wsp4GK+yollHohFR2AEteyQaD+PGjYvfK+SpVNeoEzqfl7UEsltDBcQDODmVWuBkuSmvA8939DbXPobTqXjsZjaKBB8ol8RT6nU85yIdWNrsZdmGQxnjaNxWcDkyQJn6xoNke4EVOQxnO2Q5ncpvcjmQgMzU5jc7AnZ+JDWWTfm6UOTsJXryKzMtnhd5vDQYHM7tSZF3s5YW5wr9M7YMAAXF1d0dV9cGwxdOhQXFxcaNKk/mbirSsq76sSocilbHJdqzFajeeD3uRKoywkSUVOsTtp+XvJKXLHtPE4mhvOx6BR1clTSlQF/+5jdMakURuczBZg2VizLLEZJRmcTD7N1fRrDGjWnwkW4zBtJNb5AMhXFHMo7ga7oi/Ty9SW59sNp52h2Ay6FaFQq3BLjGSdnzsS8F73oQyxsBE6aVFQWsqZiHDWeV6nhYEBy/v0p18by3vu4ezsjJ+fH59+WsFKlosLHh61W8kSQb1cyZIkFSi8kYpPQfEZ0DZES28yNDuJViWZ/yRJRW7JDdLzD5FVeBojvf60Nn4TE/2haFUxA/H/qW13UqoqwNFsPnZGQzXKFHh3ppjeTXuyotPHtNQTPzhTS2rc00LYHnmJtJJcnrUZzPc9n6nzDiunpIjjMUEciPQjoSCHWbbdOD/5JcwEOldphQUcCwnmaGgw8Tk5jLez59j8hbQ2rPuEHU8rkioFis8ilZwGRSDoDkHLcAU06lfpS7FUmUxG4THS8g+glkowbzKHbhZnadSg6pWcu/cxOhiPYr7Nnxg1rL0Gyp2rwwlHKFaXMMViIn3MnOok1DalKJvdMVc5nnCTQeYO/NXnRazreOVKkiQ80+I5GOnLqbhQephZsMppDANbWgvrsFRqNVfjY3EODuJ8VAQOZua87NiH8e3tH0l41tOIJCmg9EZZX1VyFrRboqU/BYxWVDphoZYU5Ba7k5Z/iJyii5joD8Oq6WcY6fWrcsJCLamIzL/KjfSdaKGFU7NnNJ5hz1fkczL5NK6pF3E07cVnnT6hhZ74Z10lqbmUEsj2qMvkKAp51mYwk1r3qvP9IdklRRyJDuBgpB9pRQXMbteNC5NfwkRXXObepLw8joQEcTQ0mMyiQibbO3Dm2cUPOFcy1UdSxkDx6bK+ShlXljXa+McqJywKS8PIKDhCesEhGuo0w7zJbGzMvntorasiZQ6+2Ue5neVMW4PeTG7zJc31NFu9jS9MwCXpJLezbzPYfBDfdP0Kk0biQ8vjCzPYG3OVk4k+9Gtmx+9Ozz8S5yosJ5294bc5Eh2AZRNjlnXsywSrjsKSxpSqVLhFR+IcHIR7XAy9LVqxctgIBre1FmL/UVK/nCypAHXul2UrVtpN0dIbD6Zb0GpQedrlwtIg0goOkVFwnIY6ZjQzmErbpu/TsBpp2ENzXfHK3AuAo+k8jVPbFigLOZNylnMpF+jVtCcru3xaJ5sZi1WlnE7yZWfUZfR0GrLQZgjDW3Su01CLEpWSy0lRHIkO4GJiJEMsbFnedSCDLWxpICgsMLekmIsx0RwJDsIzMYHRtu14t99A+lu2FXaP/x4KpMKdSEUnQBkCusPRary4bEW4kpAJlTqfjMITZBQcoaA0AFP9MVibrsJQt/LV43KySuPxythDRN4VHIxHssDmLwwb1n7QJkkSgblBHEo4QqGygGmtp+Jk2rtO9oaE5CayK/oKV9KCmdS6NzsHvEGLOk7HHpGbwYmYYA5G+tJQW4dZ7bpxZuILtGgspjaKWpLwT03hZHgoR4KDaNa4MdMcOvH+gMG0+A/OlgtDyked82nZJGCDNmV9lcG+SsNsy1aCb5NecIiMghPoNWiLmcFUbEy/fGgadpWkJCjnNDcz9qGrY0ifZs/QrskgjRzj8iiLcykXcDJ1rNPwpZOJt9gZ7Y5xw8YstBnMkBad0KnD/cHFSgXuydEcjvLnclIUw1rZ8l6PoQxsYS0shD2jsBC3mCicgwMJSEtlfHt7vhg6AsdWret1dsJ6jVSKlP8XUvFJUKeA7mi0mrzzb9RSxZEKpcoU0gsOk1FwFIU6E7PGk+jQfBONGz1832pOaSJemfsIy3WjveFgZlutpWkjzVZvw/PCcUk6SXh+JKNbjuRZq/nCC96rJTU3M6PYF3MNn6xoprZxfCT7g9OKCjiXEMb+iNskFOQy06Yre0Y/QztBIewKlYpbyUm4hIXgEhpCe1Mzpjt05JuRozHRE1vO6FFSv5wsVRJa2qZguq3K4qcKVRrpBUdJzz+EUp1NM4PpdGyxHf2GD6+BU+5ceWbsQlfHkMHmy2hr4KhRh1WkKuJ08lnOppynh0m3OpsNjC1I52CsBycSb9HFxJL/dZqCo6ltnc1C55YWcyEhnDPxYbgnRdGxaXMmWXXkS6exQmYCJUkiPDOT81ERuEZHEpiWilPrNkyy68DacRMxaFSz8JeTSadxT7z6wHHPzJsat/WJRRmHVHoLLYOloDsYLa2Kv1NJUpFbfJW0goNkF17ASK8fLQwXYqI/vFpFGbNK4/HM2E10/nW6N53Gc+22oq+j2Us/MDeIQ/HO5CvzmdJqMv3M+gh3rkpUCs4n+3Mg9jppJbnMtOzLux0nYdSwbl7qkiThm5nEmbhQTseFkq8oYYylPWsHTaWbqYUQLeeXlnIpJhrX6EguxkRhrKvHSNt2bJk2kw5mNRtIR+RH8tyN5x84nhaQijWPJmtUvUSVwv+xd56BbVZnG76yE8fxiOM95b13hp3EKzshe0AYYc8WKJTyAYUyyoYWUgoUSCEEAiSE7OW9ZxzvvSR5770t6f1+OE5DpjVMgXL/8yvp6EjW8z7nWfc9aYoVGPzApKnXPpgNyRpo6ztKS+8PCMgwnL0VN5PDzJx2Y9ZLmWKYku5IMtu+Q3eaGctN/4jZLA+1g6uzDaOsZn5zfScsESjpbeb76jTCG3Lx1rfhz+5b8NHXXFX2cnQPDxJdV0FETRnJjRJc9Y25ydqF1xesRldDvqqktYVocRWxkirK29sItLDiZjcPltvaMXOqcu3Kx2pPcKrtzBXXS3vK1N7rLxbyagR5PZPmPAPT51+zA0mhGKRjIJKW3kP0DucwV2s11nP/wpwZ137NpegcrhtNBPYm46m3njtsv2D2VH2Vt60QFGR1ZHOmMZyukS5WGa/kIbsHNC5v0DbUw8m6LI7VnmPG5GlstVrIK547JpTZtqKrlYiaMqLrKijvamWpqYhH3AIJMbPTSOK7tb+fWEkVcRIxyTVSrHT1WGFrx5Gbb8NSV7nzQ1FX8VV9VW1pDYu5MevkROHnFWRNtWeS9u+u+pBCGKKt7xRtfcfpHcpCX2sFVvrPoTNzfDpVo9nASDLbvkF7qiFBxr/DSstXrZt+v6yf6OZYwhsj8dB15y+uz2Gs4bZAmUJOamsZh6rTKemuY725H3sDHsFcS/N9vQAtA73E1VdxtqaUjKZqFhhbsdrSib/OX6WRdkC5QkFOUwPRVVVEVJUzMDLCMpEdD/kvIMDC8obOShAEyppaiSyq4PdhAT96bI3pKu63uNLIts3dpva+f7GYastkvXev+XD/cDEtvYdo6z/FtCmGGM7egrX+C9elX78UbUNSMlq/pqY/Cy/9Teyy3asWSYwgCJT0lHK07jgdwx1sNN9AgIHmRbPr+ts5VpvJ8dpzOMwx4y67EBYbOk1Ihn1EISerpY7I2nLOVJcwfcoU1lg6827ATXgamGok893c10ucRExEZQUZdbX4mJqyTGTHowsWYaWrd8PX9wwOEVtSxewZ01nm8h+ZBzttW3YvuMpMlpDOl5lfqr3vXyym2jFJ+/6rPiRX9NHWd5y2vhP0jRQxV2sNtgZvoj1jfDpVMsUwhV2nyWw7gMEMa1aYPo25loda2+0Z6SGiKYroplj85/pOCKvZiEJGUnMJP9RkUNHTyCbL+RNaDW4Z6COuvpKz1SVkNNew8IKvem3Bao3MBY9l1iOrKoiorABgma0df1gUyAIzC2ZMvf7xSRAECuqaiCut4tFlP2Y/3mixnh12V/ql4DnBau/7F4up9kzWffmqD43qmibS1neUjoEYtKd7Mk97Kw6z/sWUccp+dAzVkN72NdK+c3jqbWSX7RdqJQKH5EMkXWCL1p6qzRrTVfjp+2rUV8kFBZltlRytPUdGawUhxm684nkzbroWE5KwkCsU5Lc3ElNXwZnqEvpkwyy3cOAPnktZaGTF9CnqdUuNJdbjpWIiqioobW1liZU1oTYiXgoOG1eLbVN3L5FF5dy+6McEdq66Lryw4CozWS2jM1n/Lfy8gqyrYHCkhpa+g7T0fIfWdFcMtbfhYPghU65D13kpBEFBWU88qS17mTPNkBWmf8JcSz22n/bhdsIbI0lsScZTz53nXJ7GbJaZWmtejuq+Vo7XZnKqPhuzWfpstpjP2z63MUPDZBYKQSC3rZ7Yukri6iuR9nYSaGzNemsX3l+8gTnT1M/GtPb3kyAVEycRk1QjxXi2NmEiW/62ci2eRsY3vFkIgkBRfTORxRWEF5QzLJez0vXGVcvfcHUohGE6+qNo7vmaAVkVRto342L89bgqwWPoHm4krfVLJH3n8J27jWUmTzB9iuoHG7kgJ7M9izONZxmQD7DOdA2L5wVqdOZqSD5CbFMhx2ozqexpZJWZF58seABrbc1n8lsG+oivryS2vpKkRgmWs3UJM7fn3yHbcdIzVNtByhQKshvriZOIiZeIqe3pZomlNeudnPn7qjXozLjxQH9H/wDxpWIiCsvJkNQy38acWxZcX5D9N1wbAyOVNPd8S2vfYebMmI+xzp3ozQxm8jj1dBSCnOKuSNJb92EwQ8Q68xfV0mMEaBps4mxjBGltGcyf6zchlavKnkaO1Z4nvCEH69mGbLFcQJiJu8Zng+UKBXntDVf4qg02bry/ZKNGfFVTby9xF3xVSk011rq6hIps+de6DTjPu7HdKhQCubUNRBVVEF5YzrQpU1jp9puvUhUyRTdtfcdo6vmKSUzBUPtmLPWeueFM8KXok7WR1rqPip5EfPS3Emr8qFoCwh3DHUQ3xRLXEo+9tj332t6No7aDRoOe6r5WTtZlcbo+m7nTZ7Pe3I8/u21Be5rmZQbaBvuJr68koaGKxAYxc2doEWpuz9sB6/AyMFM7Cdg9NERyjZREqYR4qYRJkyDYWsQj/gsJsLC8YbICoLaji6jiSiIKy6hqaSfESfPU8BOFnyTICg0N5a9//StLliwZ1/PHFO6ber6mf7gIg9kbcDH5jlnTxi+kO0ZokdLybyZNmkKYyWNYzfZT9SMAIO2TEt4YRU5nzoTo8fTLhkhoLuZozTnEfc2sNfPh4/n3anzovmdkiJRGCTF1FUTXVWAwQ4swc3ue812Gn6E509Sc7RIEgZK2VmLEVcSIK6lobyfQ0ooQaxueXRKM6ZwbVzoUCoFMaS0RhRVEF1cwfepUlrva8da21XiY3zgw+1+AsnY1JKulsXsvrX1HmTXNAaM5O5mrtZrJ12ghvBr6ZR1ktO2ntCsaT/2N3Gm7Vy2HNSAfuJANjER3mi7rzdbho6c5PR5BECjraeBk3XnO1ufirGPGVquFBBm5aPQQKAgCxZ3NxNVVElVXTkVXG0tMRYSa2fGi/wqMNCDI3T00SIJUQrS4igSpGBPtOYTYiPhLcBi+pmbjat9o7uklvKCc6OJKCuubWGRrxSp3B97atpo5MzXb3vJLhPK+SkZb3wmaer9haETCPO2tuJseZ8Z1WgivXEOgsjeJlJbRzPpqs+cw03JX9SMgCALlvRWEN0ZS2lNKiFEwb2h48L5nZIDoxgKO12bSNNjFOnNf9ix8CMvZmpUY6B4eJPmCr4qtq2TezNmEmNtpzFeNzSzGiKuIkVRR09XFUitrltva8UrIsnFl1mVyBWlV1UQWVRBTUsnc2Vosc7Hjw9s24Gg87zdfhfJ21TuUS1PPl3T0R6E7Kxhr/ZcudC2N/7sckvdyvv0g+R0ncNVbzZ22e5k5RXXirJr+Ws42RpDVkU2AwSKNE5r1y4aIaSrkWO05avpaWWXqzft+d2KvYSILQRAo7mgmrr7yYhtggLE1wWa2/Mk7BPPZ6t0nBEGgvL2NOMlosiK/uRE/U3OCrG24x8cPO/254/o/lje1El5YTlRRBS29fYQ62/Fg8EICbK2YPnXipR40hQkPsiIiIpitBMtOa99x6rs+ZPKkmZjo3MtcrVXjmgm5FE2DZSQ1f0afrJWAeXdjP2epyje6AfkA6W0ZxLUk0D3STahRCLdZv6mxYcYRhYyUljLCG3JJbS3DU8+abdaLCDZy0Rjz0qVGFd9QRWF7Ez7zzAgzt+d3boFYzVG9H3kMvcPDpNRILxrWtClTCLUR8YeFgSwwv3Frxdg+i+qbOZVfyun8UvS1ZrHKzYHP7tyCneH4DPN/BcrY1eCIhPruj+noj8BQewduJt8zc5pyNOojigGy2n8gp/0HnHWXc4ft52ip2McuCAJVfWLiWhLIbD+Pq44LD9jeq1E9nuq+Vs7W5xDZmMeIQs5qM2+Nt9l2Dg2Q1CAmvqGK+PoqZk+bTpCpLU94BmmstaKkrZW4Cz3rRS3N+JtZsExky58Cl2A2TqbNroFBIosqOJVXQlF9MyFOttwR4EOgnRWzpk+8zMMvBcr5KoHmngPUd3/M9CnGmOrcf2F+Ubnvs76/gKSWTxlRDBJk9BDWs1XXbOqT9ZPSmkpsSxxyQc4yozDut72HmVM0k/0elI+Q2FxMeEMu59urRmUN7EIJmOegMdIlhSBQ0N5IfH0VCQ1VFHc042toTqiZHY95LMFSW0/t9+gaHCSxejSrHi8VozNjBqE2tjy3JBg/UzOmjcNuxypWp/JKOVtQhrm+DqvcHPj6vpuxNlB/j78mKGNXPUPZ1Hd9QN9wMaY692Gl//x15QyuBrkwQn7HSTLa9mMze4FazLYKQUFOZy4RjVE0DDawzDiMd7zeQHuqZkiDFIKCzPYqTtZmkdRSgpe+NbdaL2apkYtGicw6hvpJapAQ31BFwiW+6nHPJSw0smLGFPXOmt1DQ6TUVJMgFRMvlTB50iSCbUTc6+tHoIUVs6aN775Y39nN6fxSTuWV0tE/wGp3R15YH4a3panGdVd/KkxokCUIApmZmfj7+4/r+QMjpTT1fIWV/nPozgxS2tl0DdeT2rqX2v5cFhrcgZveGpXYAkc1s6TEtySQ0X4OpzmObDbfhIeum0Yy7HJBQW6HlIiGXKIbCxBpG7HK1IunXTegN10zwdtYBjCuvoq4+kq0pk4jxMyOh10DWGhsxSwlB3WvhpquLqLFlcSIq8hurMfLxJRQG1vu8/VHpKc/7v9fSUMLJ/KKiSgsZxKTWOvpxGe7NuNgPPEiegD9/f289NJLWFlZYWxszPbt2wHYs2cPUqmUmTNn4uvry5o1a36S/dwIytjVkKyWwsatGM+5HU+zGKZNUS4wGmM2S2vdh/ksT26x+RDd6aq1xvbJ+klrSyOuJYEB+SAhhkEazbC3DHYT01RAeH0u9QMdrDD14EWP7RrrX1cIAkUdTcRfsKmSjmYWGFsRYmbL790XY62BZMWgbISUmhpiJFXEiiuZOnk0WfGw/0IWWViMe8C+d3CI8MJywgvLyaquJ8DWip0LvAhyFDFz2k/TJf5LsitlfVX/cClt/SexNXgLnZnKi2K2D0lJafmCpsFSAg3vxklnmcq+qrK3ktiWBLI6snDXdecO69s0JnYvU8jJ7pAQ3pBLXFMhLjrmrDLz5iWP7RprXeoY6ie5QUJcw6hd6U2fddGmFhrdeE73RricYKm4pQV/c3NCrEXjnlkcWye3tpHTeSVEFFWgPWM6az2c2H//TxdY/ZJsCpSzq8ERCRUtv8dM92EcDD9WOrk+qh+XSHLL5+hNN2Wz5dsYzlStraxP1k9SazKRTdFoT53NSuMVLJjrz1QNJb7r+zs4U5/NibrzaE2dwQZzP/7gvJa5MzQTvI0l1uMbqoipq6Cko5mFxlYEm9nyqAZ8lSAIlLW3ESseJVcqaG7C19SMYGsR9/r4YTvOahVAS08fJ/NKOFtQRnV7J8td7Hl2bTD+1hZMnvzTJNYn0q4m1NsePnyYzZs3c+DAgas+/umnn/Lpp59e/HugVxtX44NKO4fO4Toy2r5B3JOCl/4mwmyfYPo4hyEvRfdID6ltaSS0JDGkGGTpvCW85vEK+tPVPzwpBAUFnTVENOQR01SA3vTZrDDxZF/g7zCdpf76Y/3qCfWjfbUlnS0XM4APuS7SiPq2TKEgq6H+wgGwivaBAUJsRNzq4cVH6zagrQQbYHN3L6fySzmRU0xH/wAbvF34x871OJuoPq+yX5zIDwX5V1yvaCzg22+/5fDhwxevPfDAAzzwwAPA6O90/vz5bN++nU2bNl00ME9PTzIyMujs7KS/v/9n47iuZ1eX21RfL3iZxzF1snJkFHJhhOKuCM61fYvONFNuMn9ZpfkQhaCguLuExNYkcjvzcNN14xbLHbjoOGskYdE+1EtMUwGRDXlU9DSyxMiZ++2XMd/ATiOZwJaBXhIaxCQ2VJHUIEFn+kyCLxwAFxmrnwGEUZ2dWMkoa1l6bS0uhoaEiWz5ctO2cbdWwGjbUkqllBO5JcSXiVlgY8EmH1feu3kds2eoxkBV0FnNgrPPXXG9t6QOoyLpjw5Pl9oU/LLsSllfNding4vxV0q/T9uQ5AJRTA6+c7ez2uxZlQTvO4e7SGlLJaElCQEFQYZLudnydXSmqa8jqLiQBIxqzCe6sQCjmTqsMPXk28WPYzhT/fVlCgXZrXUkNFSR0CCmqquNBUaWBJvZ8biGqlVDMhmptTUX7UquEAgT2Y6bYOlS1HZ0cTK3hBO5JcgUCjZ4u7Dnzi3YG6neGrmnIpova5KuuF7SLubzzz9n3759F6/9r/iq/t5peJnHKtW+DmOM0XGca/uGaZNnEmryKNazx5csuRQXOyya48nsyMJD152HbO/DTttOM6yvI4NENxVwui6Lqt5mlpt48Ib3rTjrmGlk/a6hARIbJcTXVxJfX4XW1GkEm9lpzFcNjIz8yKYmMYkQGxH3+85nkYUlWuOsVgEMjciIKankWE4x2dX1LHe157FlgSwQWYyrknw1ZLZVXtVXdZ6vwDGr/7/mqyY0yJJIJLS0tJCZmUlfXx9OTk4YGv5n6PbyD+rvrxyV+hhttLg3FS+9jdxpt09pZjOFoCC/q5CElkSKuovw1vPiNutbcJ7jpJFDYGVPI+ENeYTX5zBzyjRWmHrykYbmrEYPgKOtSokNYoxnzWGpmYjHPZcy33D8We/roXNwgDiJhBhJJYlSKeZz5rDM1o63l6/Cw9hEqaHInsEhzhaUcTq/lKL6Zpa72vP0miDm21goXQoeGB65otXpNtFS/s9i5xXP3banjJ07d/Lcc1caIEBNTQ0BAaNMhQMDAxevf/LJJ7z66qvo6uqSm5ur1P4mEtezq6vZlDIB1ihtdDQZrV+jN92clab/pxKzWdtQO4mtSSS2JDFryiyCDJdyu9WtaE9TP1PXJxsisbmYM/U55HdWE2joyK02S1g0z0FtYpgRhZzs1nri6yuJq6+itq+LQGNrlpqKeMorGAsNHAAVgkBuY8NFOuiG3h6CrG1Y7+jMOytWK6UJIggCOTX/aVuymKvLek9nnl0bzNzZyhGRCILA4IjsR3blrmfF7tWvX/HcdP10viz7ko8++uia6/2S7EoVX6UMWgeryGjbT21/Lr5zt7PM9I9KJwJlChl5XfkktCRR2lOGv74v94juxEHbXu1DmiAIVPQ2El6fS3hDLnOmzmK5qQefLXxQI3NW9X3dF31VSpMUi9m6BJmKeMY7FF9Dc40lK8YSgBl1tTgbGhJqI+LTmzbhZKDcbFRH3wCnC0o5k19KVUsHq90deXXzCrwtlZdZuJqvus9+Gb9zW3vFc4PfSOaee+7hscceu+pavySbAuV9lTIBlkwxTHlPHBmt+5k1VY8go4dUkuPpk/WR0pZGfHMCQ4phQoyCeNPyVXSnqd9hIRcUnG+v4lRdFonNJfgb2LLTZgmLDR3VHgcRBIGSzhbi6yuJqaukuKOJBUaWBJnZ8jv3QGzmqJ9Yr+nquhBUicmsr8XN0JhQkYjPN2zBYa6BUt/12Jz98dwSoorKcTUzZqO3C3/bsVbpJKAgCFe8t7+BHS+svgq7oPwU6bJ0XnnllWuuN5F2NaFB1h//+EckEgmnT59mypQp6CrJe381CIICSV8GuR3HaB4sx0PvJu6y3af08H3LUCuJLUkktiahO02XIMOl3Cu6C62p6lO/1vd3EN6QS3hDDr2yIVaYePCO7x04zDFRyxnKFAqyWuuIr68ivr6SmgsHwBAzO571DcNUS/0soyAIVHa0XyCtGNWuWmhhwTKRHc8tCcZEW8mKiEJBWlUNx7KLiCsTs1BkyS3zPQl2slWpbamls5dvY7M5mlxAzLsPK/36q8HS0pKWlhYAZs36z8Gnra0Nff3RKuMbb7zB8ePHNfJ+6mIi7KpnpJm8zhMUdp7BcKYdq82eVXr4XqaQkd2ZQ3xLIlW9YhYazOdRh99hrWWl9iFwbHbxTH0O6W3leOvbsMbMmze9b1VbJ6Shv/uCTVWR3CjBSluPYDM7XvJfgc88c43ogfQOD5NULSVGUkmcRIz+zFmEiWx5KSQMH5PxkVb8aM9dPZzMLeFodhEKQWCDtwtf378DGwPlq+JyhYK43Er2RZ7HxcqIZ24JU3qNq+GXZFcTYVMKQU5lTzK5HUfpHKnDS38TK0yfYpqSwVXjQCPxrYkkt6ZiOMOQYMMlPGR3v0Zmrer62zlbn0N4Qy6D8hGWm3rwngaG7YfkMjJbaomrryShvoqWwT6WmNiw3MKBV+avxFADRDByhYLcpkZiJaO+aixZscHJmXdXKpesABiWyUkql3A0p4jUymqCHUXcu8SfxfY2Kg3a17d1sT86izPnSol55yGlX381/JJsCibGrrpHmsjvPElh5xnmzRARZvIEFlpeyh34BQWF3UUktiST35WPu647O61u1kiHhSAIlHbXc7o+m8jGfAxnzGGNmQ9POK9Texyke3iQpEuqVdOnTCXY1JZH3AJYZGyldmL9Wt1K213d2L167bhYay9HXUcXx3NLOJJVyMxpU9nk48rR392Bia7yUi9yhYKY7Aq+jMzk62duVfr118JE2tWEN+fb2NhoxOCH5L2UdEeT036Y6ZO18Jq7mZvMX2bq5PEfsIbkQ5xrzySpNYWagVoCDBbyhOPjWGmpL6rZNdxPTFMBZ+pzEPc2s8zEnWfcNuGpZ6WW0TYP9BJfX0VsfSXJF6igg83s+Iv/CnzmmanNrgSjcyCptTUXSStkCgVhIlse9J+vdGsF/Ecf5EReCWfySzHRncN6L2eeXRuC/mzVhCGLq5s4EJdLbE4Faxe6sO//rqxYqYotW7bw0ksv0dTUxG233cY999zDnj17eOyxx3j99dcZHh7m5ptv1tj7aQKasCtBEGgYKCK34yjSvkxcdJez3eo99GeM3x4EQUDaX01SazJpbemYzzInyHApjzn8julK2ObVMNa2dLYhl5jGAmy1jVht5s2zbpvQna56MmREIed8Sx1x9aNU0E39PSw1FWn0ACgIAuLODmLEVcRJxeQ1NuJrakaoSMTv549/DuRSdA0MEl5Qxom8Esqb2ljpZq9ydh2gZ2CIMxklfBOThY7WTHat8CPUW3N00780u9KUrxqQd1HcGUFOxxG0pxnirb8JuzlLmTJp/O62T9ZPRvs5klqTaR5sYfG8AJ5xfkojUiGdw31ENeZztj6H6r5WVph68rz7Vjz0LNVKhtT1dV30VelN1djpGBBiZsubi9biOVczg+udgwPESyXEScQkSiXMmz2bUBsRLyrBsHkpBEEgu7qe47nFhBeWY2c4l/VeLry6aQU6s5Q/UAqCQF5VA9/F5ZBWLGXTYne++/PtSq9zLfzSbAo05asU1PXnkdNxlLr+XJx1VyjtqwBq+2tJbksltTUdnWk6BBkuYZfNbRohsmgc6CSyMY9TdVkMyEdYZ+bDvxbcj/Vs1WfLL61WxdZXUtjehL+hBcFmtjzkGoDNnPHPvl8Lrf39xEvFxEmqSKquvtit9NbyVXgq2a00hjFfdTy3hMqWNla7O/L3m9fiZqYaM3TPwBCn04vZH53FXB0t7luj/Bzs9TCRdjVJEARBo7tVA/7+/mRmZl78WxAE6gcKKOw8TWVvCpZaPvjM3aKU6v3YTEhKWypZHTk4aNuz1HAx3npeTJusXtQ/KB8mobmY8PpcsjrELDRwYI2ZN4FqlIIVgkB+e8NFylppbyeLTWwINbMj2MxWI1TQAHU93cSKR1nLMur+MwcSYmOLo5Jl4ItrdnRxIreE47nFyOSjvevrPJ0RzVNt5qy7b5DT50o4llxAd/8Qmxe7sy3IEz3tKwO1jRs38uGHH2JhcSV18rZt23jnnXcQiZRj1Ps14HKbAuiXdVLSFUlh1xkUghwPvZtw01ujVDW4fbid1LZ0UlpTGZQPsWReIEsMAzWiwVPe08DZ+lwiGnKZPXUGq0y9WW3mpdbsYttgP3H1lcTWVZLYKMZaW49gM1tCzezwMjDTyAFwSCYjo672YnvFkExGqMiWUBsRARZWzFZiZnEMwzIZ8WUSTuQWk1pZzWJ7a9Z7ubDUwZrp42DsvByCIJBVXsfRlALi86pY6GzJLaE++NqbX2HzSUlJfP/99+zefRUx4vR0vvzy+u2Cv2Zc6asUVPdnU9h5GmlfJiLthXjrb1FqjlGmkFHQXUhKayr5XQW46riwdN4S3HXd1B64H5MHCW/IJadDQsA8R9aY+ajFDDg2WxVbV0lMXQXNg70EmY7a1FJTkUYEgccG7GPElcRKxJS0tLDQwoJQG1uCbUSYj5Nh83JI2jo4nlPMydwSpk+dwgYvF9Z5OmGur1qlpb27n5PpRRxNKURQCGxd6sGmxe5oz7py3i4wMJDY2FhmzLjyseDgYE6dOoW2tmb8/C8JV/NVPSPNFHVFUNR1lmmTZ+KhdxMuuquUarVtH+4grS2d1LY0ekZ6CZi3kMUGgVhomau95+bBLmIaC4hszEfa10KIsRtrzbzx1rdRObl+KWlZQn0V06ZMIdjUllBzOwKMrdUmLRMEgeLWlovdShUdbQRaWhFmY0uwtQhjFX97wzIZcaViTuaVXPRVG7xcWOKgWiVYoRA4X17LsZQCEvLFLHKxYmeoDz72V/7fjh49Sn5+Pi+8cJV2wVOjYsTXaxecSPwsxYj7ZZ0Ud0VQ2HUGmIS77hqWGD2I1lS9ca9R3V9DSmsqaW0Z6EybQ+C8ALZbbEVv+vjXuBrGsuun67OJbSrEVdeC1abevOy1A+2pqrVvDMllJDdKiKotJ7qugjnTZmhUtwpG1evPN9RfpINu7e8nyNqGjc4uKrVWjKG9r5/wwnJO5ZVezFi8tnmlytl1mVxBZlkNx1MKSSqUEOhqzeNblrLAyeonY5r5NeI/h8BTSPvOY6cdSJjJE5jNch/3/2lAPkBm+3lS2tKQ9knxm+vH7da34jTHUe0Wi9ahHqIa8jhZl0XXSD9rzLzVbluq6m4jsracqNpySjtbCDSxJszcnr/4L9dosmK0AlxFel0tTgbzCLGx5cO163EZh3jp1TDWu34qr5SIonLsjQzYoEZ2HaCxvYfTGcUcSylk6pTJbF7szpNbg9Cfo/5B+H8ZvSOtFHWdpbDrLNMnz8Zdby1hJn8Y92ywIAiI+ySktI36KuOZRgQaLGKX9e1qzy+OzYOcqcshobkIT31rVpl68ZrXLWhNVU0TrXdkiIQGMVG15cTVV2I8aw5h5va8vnC1xpIVfcPDpNRUEycVEy8VM3nSJEJtbHlESYbNy9Hc08vZgjJO5ZVS39nNWg8n3rtlHa6mRirZ6YhMTkqRhOOpRZwrrSHUy47nb12Gz1USFr9h/JALI4h70yjoPEPjQDGOOsGsNXsBo5mO4/5e+2X9ZLRnktqWRk1/DX5z/dhpdbNGZu07h/uJby7ibH0O5T0NLDV04V67UOYb2KmUXBcEgfKuVmIvdFbktzXia2hOiJktD7ouRDRHffma3uFhki+R2Jk5dSqhIlueDFjMfDPzcUnsXA1yhYIMcS2n8kuJKqrAyWSeWpVgGG2zPZ1ewvHUQmZOn8rGQHf+uD0E/ask138J+FkFWcOKfk7XvXLxELjM5EmlDoGdw12ktaWR3JZKr6yPAINFPOX0hNoZC0EQRrPrDblENOShM3UWq8y81GJb6hoaILa+kojacpIaxDjrGbHC0oHvXG7TCBMg/KcMHCuuIqlGirWuHiE2It5cvgoPI2OVHWLP4BDRxRWczi8jp6aBpQ423LvET+XedYVCILeqnojzZURllWGsP4d1C1x4+ubQq1atroU9xel8GX8l41dzdQnvKL2rXwcUgoyM1v0Udp25eAhcZvLkuKtWckFOUXcxya2p5Hbm4jjHkVCjYLz1vJmuZiW4d2SQ2KZCwhtyKe6qZYmRC485r8F/rq1KjlAhCOS1NRBZW0ZETRk9I0MsM3fgd26BBJhYa2S4fqxnfaxa1drXx9ILpBVvL1+N/izVHIEgCOTVNnI6f5TAYu5sLdZ6OHHo4dsw11PtHtPW3UdUVjkR58uoamgjzNuev961Gg/R+GdDs1vrEO1/44rrQxU1bFJpV78ODCn6OF77AvX9BTjoBCl9CGwbaielLZXk1lTkgpxAg0W84PosxmqKmwqCQEFXDRENuUQ25GM0U4dVpt78zmkV82YoPwMB0NTfQ1RtOZG15ZxvqcXH0Jzl5g780StIbeHSMUg7Oy+ylmU11ONpbEKojS13efliP1f1Q2ZH3wCRReWcKSijqL6ZUGdbHg0LYJGtFVOnKH+PkSsUZJbVEnG+lNjsCqyN9blpkSsv71p51arVtfBBfhIflmZccb2huVrpPf1aIBeGSWr+lOKuSPSnW+Kmt4Z15n9h2uTxHdavVgleYbwMTz1PtX1V14XAKqoxn/zOahYY2LPdahGLDZ1UIlsakstIa5ISfaFjSSEIhJnbcb/LQo1UqwCquzovVquyG+vxMTEjVGTLA37zEemp3hUyphE35quMdLRZ5+HEkd/djqkKc1YwmgSMyi4nIrOU2tYulvs48Ma9a3G1Hn97YWqj9Kq+qj+7hAe1rFXalybwswqyekdaMNfyUuoQOCQf4nxHNiltqVT2VuGj562xjEVNX9to73pDDoOyYVaZebHb707sVMyuN/b3EFlbRnhNGbmt9SwysWalhSN/nb8KAw20VsgVCvKbm4iTjGYAqzo6RsvAIlteDA4bl3r9tdA7OERcqZgzBaVkiGtZKLJko7cL799yE1oqCJoqFAL5kgais8qJzCpjzqwZrPRz4t9/3IGVkWo3gPtcFvLSiq1XXN925LxK6/0a0DlST4+sWelDYHV/DUktyaS1Z6A/TY/F8wK51eoWdKapdhMdw6B8mNTWcsLrc0lvK8dvri0bLfx51/cOZqrgrIblctKbq4moKSOytow502aw0tKRdwNvwmOuqUr95Jejpa+PxGoJcVIxSdVSzLTnECqy5fWwFXgZm6icrBgT3z5TUMbZgjKmT53CGndHPr9rK3Yq0kO3d/cTm1tB5PkyiqqbWeohYtcKPwJcrJmuAtGMzzxzEm579orrY+2C/6vol7Vhpx3IarPnxt26NCAfIKM9k5TWVGr6a/Gf66cRdkBBEKjqbSKyMZ/w+lymTJrMKjMvPln4gMrzIJXdbUTWjPqqqp52Qkxt2WbnyQdLNzFnmmpVsEsxJJORUV9LvERCnLSK7qEhQmxE3OLuyT/XrGfOVVrpxouugUFiiis5U1BGdnU9S+yt1dKIkysU5FTUE5lVRnR2OYa62qzyd+LrZ2/DzEC1BMijHkt4yn/ZFdeDPz2r0nq/BnQNNwCT2Gb9HvrTr2z7vxYkfVKSWpNJbzuH4Yx5LJ4XyC6b29Wes+oeGSChuZiohjxyO6UsNLBnvbkfb3nfphLZUstAHzF1FUTXlZPaKMVZ34hl5vb8O2Q7DrrKsV9eDTKFgsz6uouttZ2Dg4SKVJPYuRyCIFBY38SZ/DLOFJShNX0aazyc2HfvDpXHQerbuonJqSA6qwxJUwchXnY8tD6A+U6WKtG4B5hYc/oqvuqU3mi74H8LP6sga+4Ma7z0N47rudX9NcQ1x5PWlo6tti1L5gXyqP0jzJii+s15zFlFNxYQ11RE+3AvIcauPKsigYUgCFR0txFRU0ZETSnS3k5CzOy4zcGHT4O3oqUmKxqMVqsSpGLipGKSq6UYas0myNqGPwUuxd/MnOkqag7AqLOKLakkorCCDEktftbmrHF34M2tq5kzU/nveUQuJ6u8jticCuJyK9GeNZ1lPg788/ebsTNT7jAglyuYokIm8n8Nc6dbsczkiXE9d0A+QFpbBnHN8XTLei4M2/8Js1mmau2hVzZIcnMpsU0FpLdV4KxjzgoTD5UJLHpHhoivryKipoy4hips58xlhYUD+5ffip2O+nTTMoWC7MZ64iUS4qViqru6CLC0JNRaxLOLgzGdo3qgOZYFjCyqIKKwnCmTJ7PKzYEPblVdI66+rYu43EpicyoprW0hwNWa7UFeLHYXMXO6crf43+xqfNCfboWb3o01U36svXMeZx1nVhgvx0vPQ62ZYEEQKO6uI6axgNimQkYUckKN3Xjde6dKujtjVeCImjIiasvoHRliuYUDT3gtZZGRtVp+ZAz1F1trxaTV1uBoYECwjYj3Vq3DzdBIrYRIR98A0SWVRFwQ3150IQmoqkbc0IiMc6U1xOZWEJ9bhaHubJb5OqiUBPzNpsaHuTOsWWJ0/7ieO+arYpvj6JP1sXheIH92fQYTNSvBHcO9xDYWEttUSEFnDf4Gdqwx8+F1750qtdiKu9uJqC0jsqaMsq5WlpqKWGPlzFuL1qI/Q/3EevfQIPFSCdHiShKkEix0dAmzseXdlWvwMDJWy6YuTQKGF5YxedJk1rg78q87NuForHzyRhAEKuvbiMutJCangsaOHoI8bLl3zUIWOlsxTYkuqKtRuP9c8bMKsm6EYcXwRcPqHOkkyHApf3V/GYMZqrfXKQQFJd31xDUVEdNYwJBihFBjd55224CHnhVTVAis8tobCK8u42xNKYPyEVZYOPJ/PqHMN7JUe75KrlCQ19RInHTUWUk6OwmwtCTEWsQzi4MwU3EQeAxtvf1EF1cQUVRBTk0Di0SWrHZ35M2tq1Tqse0fHCa1SEpMbgXJBWKsjPQJ9rTj48e3IjJR/v/W0dXH0fBcjkfmceQzzdDi/q+jur+GqKYYzrVn4qLjzFaLzbjruqlVCe4c7iOppZTYxgKy2sV4z7Uh1NiNZ9w2qURj2zHUT1RtBWerS8horsHX0JxVlk485xuGsZZ61TWAlv4+EqSSHzEsBduIeCEoFB8TU5UFEmHUZs9L64gorCCquALtGdNZ4erAh7dtwNFY+QymIAiU17VeTFY0dfYS5GHL7ct8WeRqzQwls/UKhUBadhWHTmdjYaLHk/cvV+r1v+FKDMoHSW5NJbY5blR7x3Apb3q+ppb2jlxQUNhZQ2xTITGNBUydPIUwY3de9bpFpcBKplBwrrmGszWlRNSUoTVtGqssnHg34CY8DdSvAl/aWhsnEdPc10uQtYh1jk68uXwlc2epd8hs7e0juriS8MJy8msbCbSzUkt8u2dgiOQCMbG5laQWSbE3MyDEy469f7oZC0M9pddrbuvh8JlswuOLfvNVGkJNfy3RzbFktGXgrOPMdoutuOm6quWrWge7iW8uJroxn+LuOgLmObLRcj5v+dymdGAlCAKFHU2crS4loraMruFBVlg48KjHEo2J10s7O4kSVxIjriS/qYn55hYsE9nyzOIgpSV2rrb/4oYWwgtHuysAVrk58o+dqiUB5QoFeVUNo0nA3ArkcoEQLzue3BaEt5250i27wyMyIhKKOXwmm8/f3aXUa/9b+EUEWe3D7cQ0xRHXkoBotg0bzdfjqeuhsmENyUfIbK8iobmYpOYStKZOJ8jIlZc9t+Oqa6HSD+l8ax3hNaWcrS5l+pQprLF05v3FG/CYq542FkD30BCJUgkxkiriJWLmaWkRYiPiuSXB+JqaqXUAhFHNnciiciKLKihtbGWxvTVbfd3YfctNKjmrtu4+EvPFxOZWkFVeh4fIhBAvex7fvBQjPdVK+JLaNg6dyiIquYTQACfeff7KtsDfMH7IBTlZHdlENkXTPNhCqFEwb3j8VS1imOq+VhKai0loLqa8p4H5BnYsN/XgJc/tzJmm/KxSU38PERfaa/PaGlhsYsMGGzfeW7wBnenqaQQpBIHClmZixJXEiKuQdHay2NKKUJEtLwSFYjRbvVaTYZmctKpqIosqiCmpxHiONivcHPj3nVtUagWUyRXkVtYTl1dJXE4FAhDiZcdTO0LwsjVTab5kaGiEyMQSvjuRybRpU9hxkx9hgU5Kr/Mb/oOmwWaim2JIak3BWcdJbe2dQfkwaa0VJDQXkdxSisGMOQQbufA3v13YaStPhzwkl5HSKOFsTRlRtWWYzdZllaUjXy27BXtd1ammx9A+0E+8REKspIrEaikWOjqE2Ih4NWw53sbq07jXd3YTWVRBZFEFZU2tLLG35pb5nvzz1g0qta03dfSQkFdFbG4l+eIGfOzNCfWy4+kdIRjoqNZeX1bVxPenskjKrGRVkCv/ePnnRan+S4NCUJDTmUtEYxQNgw2EGAXzmscr6E9Xfa5I2tdKXFMh8U1FSPtaCDB0ZLvVIgIMHZk5Rbkzj0IQyG2r50x1KWdrSpkErLJ04s2Fa/CeZ652smJMvD5KXElUVSUdgwOE2dhyt7cvgZbWaE1Tn20wr7aRiKJyIgsrEBBY5ebI329WjRRmeETGubJaYnLKScirYu4cLUK87Hjn/ptwtFCtW6Ozu58TUfkcOp2FvY0h99+6ROk1/lu4YZBVWVnJoUOH6O7uxsLCgoCAALy9vX+CrY1m2M80hJPbmUvgvACed3kGk1mqzUP1jgyS3FJKfHMRaa3l2GkbE2zsykfz78VaW3na6WG5nNQmKeE1oxkL41lzWGXpyOehO3BUs79WEATK29sutlYUNDfhb25OqI0tTy5ajLmO+qLD4tYOoi4EVtXtXYQ523LPYj8C7ZTPhANIGttHWyvyqqhqaGeRixWr/Z159a7VzNFS7UAslytIyxZz6HQWldIWNiz35Jt/3MNcPfUE/S5Hf38/L730ElZWVhgbG7N9+3YAioqK+O6775g0aRI7d+7E2Xn8dMw3wn/LrgblgyS2JhPeGIHuNF1WGq/AT99HJYrosZal+KYi4pqL6BkZYKmhM3faBuM/11algeCa3k7OXkhWVHa3EWpmxx2OvgSZ2qo9DNw9NHSRYSleKkZ7+nTCbEYzgH5qttYCDAyPkFguIaqogvgyMbaGc1np5sCDwQuwUIEaemBohORCMXG5lSQXSjCdq0OQpy1/e2gDDuaq32MaW7o5Gp7Dyeh8XB1MefyeMPw91ReMvhw/tV39t2xKEAQq+6o42xBOcU8pQYZLeMX9L8yboVrQ0jncT1JzMXHNRZxvq8JF15xgI1fus1uGmZbyB8sB2Qhx9ZWcrS4lrqEKR915rLJ04lH3QCy09VTa4xgEQaCopZm4CwRLZe1tBFpYEWoj4s9LQ1Smg74U4tYOIgvLiSyuoLajizBnO+5d6k+grZXSvkoQBCrq24jNqSA+r5L6tm4C3WzYssSddx+4Ca2ZqrXwy2RyEjIq+OF0Ng3NXWxe7c2Bu0PR0VZfMPpS/C/5qiH5ECltaZxpCGf2VC1WGi9n/lx/jfmqYCNXHnRYju9ckdKsgApBILu1jlPSYs7WlDJr6jTWWDrz8dLNuOqrpgV1KQZGRkiukRJVVUmMpIq5M2exzNaON5etxMtE/SqzXKEgu7r+YsJi5rSprHRz4P1bbsLFVPlAqG9wmKQLifWUS6rAnz91M5YqVIHHUC5p5ofT2cSllRG0wJ53n9+Kg42RyutdCxNpVzfUydqzZw8hISFUV1fz0UcfMTg4SGNjI0888QS33Xabap/oGvD39yf9XDpZHdlENEbRMtTKMuNQwoxCmD1V+YN1y2A38c1FxDcVU9BZjfdcG0KM3Vhq6MzcGcrf/IfkMhIbxJypLiGmrgKRzlxWWTqx2tIJ6zmqZ1VglGIzpUZKvHR0DmQSkwi2ERFqIyLQwopZGshWFNU3E1VcSXRxBR39Ayx3tWelqwP+NuZKV8PG+mujssuJziqnq3+QUC97Qrzs8HMwV2nIfgzNbT2cis7nZHQ++rpabF3ry7LFTtddc+PGjfjcezf7JJVXPNb0+Zf8ecctHD58+OK1Bx54gAceeACAr7/+mhkzZrB9+3Y2bdrE0aNHAbjvvvt4441Rtpo///nPfPrppyp/psvxU9nVmPZI02AzUU3RJLem4KLjzGqTVTjMUV54VqaQk9UuHrWr5mJmTJ5KiLEbIcauuOlaqJSxr+xu42x1KWeqS2js72G5hQNrrJwIMLZRK/ARBIGStlbiLwRVBc1N+JmaE2IjIsRGhI0aDEtj6OwfJK60iujiStKqqnE3N2almwPLnO0w0lH+HtM7MERSgZiorHIySqpxF5kQ6mXPUg9bTOaq3goikytIPV/F8chcCsoaWBXkytY1PliaXfs7SEpK4rkP/kHt4iuFHwclUhyz8ujt7b147VKbgp/ern5qX5WWkUZ6ewaRTdH0ynpZYbycYMOlzJyi/MG6vr+DhOYi4puLKOmuZ76BHSFGbiw2dFJpbrFvZJjYugpO15SS1CDG08CUNZZOrLR0VFtsu3d4mKRq6agciFSM1rTphFjbEGpjywJzC5XpoMdwqa+KKq6ga2CQ5S72rHSzx9/aQumqrSAIlNQ0E5VVTkx2BcMyOaHedoR42eFlp14nSF1jJyej8zkdU4CFqT7b1vmwdIHDdfcYGBjIljdf56OcKwmZGv7xEW899jj79u27eO1/zVe1DLUS1RRNUmsK9tp2rDFZhdOc8ZM2jUGmkJPVISa+6T++KtjYlVBjN5V8lSAI5LTVc0pawpnqErSnTWetlTNrrJw1QlzR2NtDjLiKaHEV5+pqcTcyZpmtHctEthrxVUMjMlKrqokuriS2pIp52lqscLVnpZsD9kbKa6P2DgyRkF9FVFY550pr8LI1Y5mPPUGetipXgWG0wyImpZRjkXk0tXSzcZUXG1d4oq977TWPHj3Kp6dPUeJ+ZRDUX1iEf10TjY2NF6/9lL7qhndDuVxOb28vYWFh1NTUcOeddzI8PMzhw4f5+OOPefjhh5V+02uhe6Sbp3OfRX+6PitNluOrp3yGvb6/g5im0WFgaV8Liw2d2Gw5n7d8blVpcHFQNkJsfSVnqkuIbxDjomfEaisnnvIOxlRL9YqSIAiUtrUSLxWTIJWQ19SIt4kpwdYitWlrxzAil3NeWkd0cSXRxZVMmzKF5a52vLxxOV4WpkrrTgmCQHF1M5FZZcTmjDqrZT4OPH/bcjxEyq93KYZHZKRmiTkVnU9+aT3LAp14/f824WQ7/kHW+3z9eWnDpiuub0tIZefOnTz33HNXfV1NTQ0BAQEADAwMXLxeW1vLvHnzLj5Hk/ip7GpQPsju8n9S1lNOsOFS/ur+EgYzlGtXG1bISG8tJ6axkMSWYiy1DAgxduOf/ndjo61aVqmss4XT1aPOqmt4kJWWjjzvtwx/Q0umqtFS1D00RFK19KJdzZgyhWAbEff7zifAwlLtZAWMtixFF1cSU1JJfl0Ti2wtWe5ixyublqOvpXxbZE//INHZFcTkVJBdUYePvTnLfR144fYV6M5WLxNeXd/OmdhCzsQVYmqow/rlnrzyx/XMGmfG3sfElITH/njF9fT0dL4clF1XjPintquf0ld1jnTxx9z/w2yWKZvMNuCpp3z7urSv9QJxRQGNA50sNXLhVpslzDewV4lps3dkiKjacs5Ul5LSKMHX0Jy1Vi68On+VWsLAgiBQ0d5OnLSKOImEvKYGfE3NCLGx5UH/BWrRQY9BJleQKa29wle9ooavyhc3EpVVRkxOBZMnT2K5jwOv3bMaFyv1Kg2DQyMkZlRwKqaACkkzq4Jc2f3yDmwsxn9ffXRhAE8FhVxxPfiH49xzzz089thjV33dr91XfVD+EcXdJQQZLuElt+eVFrcflI+Q1lpObFMhyS0lWGgZEGLkygf+d2MzW/kKjSAI5LY1cFJazJnqEmZNncY6a2e+CN2Bo57yHVCX4tKW9eiqSmq6uwm2sWGTswvvrVqDzgz1q6Ad/QMklkmIKakkpbIaR+N5LHex4/6g+VjN1VN6ve6+QWJyK4jJ/o+vWuHrwEt3rERHDV8lCAJl4mbOxBYQmViCi70Jt21aQICf7biTKgGWVpy+iq8ajxjxRNrVDSOYBx54gH/84x889dRT6OjoYGBggK2tLfPnz/9RZUATGFIM8Yj9Q9hp2yr1uubBLqIa84lqyKe2v41gY1fuswvD38BWJXG4sYrVSWkRMXWVeBqYstbKmRf8VmA4S/UIvX9khJQaKbEXxEunTJ5MiLWIe3z8WGRuyWw1KDYvvsfwCMkVUqKLK4grFWM1V5dlLvZ8cscmlbIVADUtnZw9V8KZc6WMjMhYNd+ZN+5di7OlaiKOYxAEgfzSesLji4hLLUNkacCaUDdefvKmcR8CNQFLS0taWloAmHWJzpGFhQWtra0Xn6NJ/FR21SPrwV3HlYds71eKeVOmkHOurZKIhjwSW4qx1TZmmbE7Dzksx3iWnkp7EXe3c1JazElpET0jQ6y1cub1hWvwUaNvfay1NlZSRaxYTGFLE/5mo9WqBy/ogaibrBAEgfLmNqIvZNbrO7sJdbLltoXeBNpbqzQLMjQiIylfzJlzJWSUVLPA2Yp1C1x4/Z41SuntXA0dXf1EJZUQkVBEc2sPy5c68/cXtmJrpd6hQFn81Hb1U/oqmWKEPzr9ASst5fZf199OVGM+kQ15tA33EmbsxmNOa/DWt2GqCqRIA7IRYuoqOCktJrlRgr+hBeusnXl70Vp0Z6gu3jkwMkJqbc1F0goBgWBrEXd7+xBgsVHjviq+TIyFvi7LnO3U8lVVDW2cPVfK2cwSpkyazEp/R/6uZnstjLauZxfWEJFQREJGBa72pqwLcydooQMzlGTwVAe/Zl/VOdKFs44T99veo1Q1eOhCYBXZmEdKSxlOOqaEGrvziONKjGcq36YtCALFHc2ckBZxqrqEqZMms87aWSOjIGNV4BhJJfESCdrTpxNqY8uzS4LxN1O+o+hqe69saSeutIq4UjGljS0sFFkS4mzLCzeFYaCtfLKlp3+Q+LwqIs6XkVNRxwJnK9YucOa1e9YwR01f1dTaTURCMeHxhQwNy1kd7Mqet2/H1Egz+nvjxUTa1Q3bBccgk8mIiYkhJSWFhoYG5s2bx86dO3F3d1fpja+GsXLxeNAzMkBEQx7hDblU9TYRbOTKClNP/OfaquSs5AoFac3VHJcUEVFTioOuITdZu7DGylmtwEra2UmcdPQAeL6h7qLIYoiNCDt99atVMMoIGFdaRUxJJeniWjzMjVnuYk+Yi53K4nDt3f2czSzh7LlS6tu6WeHnyOr5TniKTNXec11jJ+EJRZyNK2Ta1CmsDnFjxVIXTAzHVxkUBIGSonpc3P4jMr1x40Y+/PBDLCyu1NfYtm0b77zzDiKR6KrrXd6Pe+bMGfbs2UNJScmE9bmPYaLtShmbEgSBnA4JZ+tziG0qxHL2PFaaeBJm4q6y6HZDfzcnJMWckBbR2N/DWitnbrJ2wc/QQuXAamBkhLS6GmLFo4LAAgKhNraE2thqrFolkyvIrqkntqSK6OIKRuQKlrvYsczFHj9r5VmRYPQec660hjPnSojPrcTJ0og1C5xZ5m2v8tziGIaGZaScr+RsXBG5RbUE+tuyOtgNX4/xi652d/XT3TWAhdVoRj4pKYnvv/+e3bt3X/HcMZ2s61Wy/lt29XPzVe1DvUQ05BLekEv9QAehxm6sNPXES99GafZaGJ0HTmyo4sSFJKCXgSk3WbuyytIRPTUCq5quLuKkYmLEVWTW1+JmaEyoSESIjS2Oc1ULei5Hc08vcaViYksqOSepw9PChGXOdoQ622Kmouh2Q3s3Z8+VEJ5ZRkdPP6vnO7PK3wkXK/WSgDBKuBQeX0R4fBF6OrNYGeTK8qXOzNMfX8ulQiFQUlSHq/t//FJgYCCxsbHMuIoWWHBwMKdOnUL7GrNsv/mqUcgFBRmtFZxtyCWpuRhHHTOWm3gQauym0igIQFV3GyckRRyXFjEkl7Pe2oX11q646Kv3O6ruGhXajhGPCm2PiQKHaqhlfXBERoa4hvgyMfGlYhSCQIiTLcFOIhaKLFXShusdGCI2p4Ko7HKyyuuY72TJCl9HlnqI1E4C9g8ME59Wxtn4IsrFzYQEOLIq2BVPZ/Nxf8+dHX3o6f/nXH706FHy8/N54YUXrnjueCpZE2lX4w6yfgrcyMgUgoKsdjHHa8+T1FLCwnn2rDb1JsDQkekqDkMWdjRxVFzAcUkRxlpzWG/tynobF5VbAYdkMs7V113MAPYODxN0oV99iZU1OmqILF667/LmNuJLxcSWVlLR3E6gnRWhzrYEO9qip+KBbXBYRlJBFafSizlfXkewpy2r/Z1Y4GKldoalq2eAmORSwhOKqG3oYNliZ1aHuOJsN372xe6ufqLO5nP6eDYymYK9Bx65+Jg6QdavGeNxXK1DPZyqy+JE7XkmT5rEOnNfVph4qjRkD9A9PMjp6hKOigsp6WxmlaUjG2zcWGRkpTK72JijipOIyayvw83QmBAbEaEizR0AewaHSK6QEldaRXyZGFNdHUKdRIS52KnEsjSGqoY2TmeUcCq9CH1tLdYtdGGFn6PKTJtjUCgE8oprCU8oIi6tHAcbQ1YHuxES4IjWrPFVGhQKgdwsCaePZ3MurZKduxZz8+2BgPpB1q8ZN7IruaAgvbWc47WZZLRVstTImdWm3sw3sFMpCSgIAlmtdRwVF3C6ugTRnLlssHFjrbUz82aqlgQclsvJvMRXdQ4OEmRtQ5iNLUutrTXSriQIAkUNzcSXiokrrULa1slie2vCnO0IcrRRSRYERunWY3MqOJVeTFltC8t9HVjl74SPvbnaDIZtHX1EJRUTnlBMe2cfy5c4sybEDTvr8VeC29t6iTiVy5kTOUyfMZXPvn7w4mPqBFm/ZozHV9X1t3Oi7jwn67IwmK7NWnMflpl4MG+Gasnk5oFeTkiKOCYppLG/h3XWLmywccXbQHlJhDEMy+Wcq68lRjxqVz3DQwRbiwgT2bLUykYtUeAxVLd3klgmIaFcwnlpHc4m8whyEBHiZIuDsWr+cHBYRnKhmIjMUlKLpPg6WLDS35GlHrZqV6xGRuSkZYuJTCwmPUeMl4sFq0PcWOxvN+5KsFyuIOucmDMncsg6V8XRiD9dfEzdIGsi8YugcG8b6uFYbSYnas8za8p0Nlj48aTLOpX0dgDq+ro4LiniiLiAAdkIm0RufLviNpWFTJv7eomTjGYAU2qrcZhrQKiNLbtXr8NVTZHFMfQPj5AuriGxTEJcaRWTJ00i2EnEwyGLWCiyYLqKw8ZyhYKMkhrOnishLrcSFysj1ixw4dW71zBbzZY9mUxOWraE07EFnM+XsshHxK6tC1ngZcPUcQrPCYJAdqaY08dzyEyvZFGgA48+tQZPbyu19va/DoWgILmljGO158huFxNi7MZfPLbioacay9ywXE58QxVHxAUkNYhZbGLD3c7+hJjZqaQNMiKXk9VQT7R4lF2pe2jUUW13dWf36nUaOwBWNLeRVCElvlRMfl0jftbmBDuJeGxZoMqZdYDG9p4LLbYldPUNssrfid2PbMLRQv2WvbrGTs7Gjc5Zac2azqpgV778+50YGYz/oNHe1suZ49mEn8pl5qzprN3gw6NPrUFHR/VKyG+ApoFOjtSe42RdFvNmzGG9uR/Pu29Fe5pqv1dJTztHxYUcFY/qYm0WuXNs9V0qswKOiddHi6tIqpYi0tcn1EakEfHSMfQODpFaVUNCmZiEMjEzp00jxEnEkyuX4GetekvU5S22/k6WbFvqSZCnrUqMuD9ae1hGcmYlp2MKKCitZ8kCOx6+PQhfd8txCwkrFAIZqRWcOZ5NXk41S0KceealTTi7mqm1t/91jChkRDcWcKz2HJU9Taw28+Z9vzuxn6Ma03TfyDDhNaUclRSS29bACgsH/uQdQqCxtcoBekt/H/EXzoDJNdXY6c8lVCTS2BlwcETGOUktiWViEsol9A0Ns9TBhk3eLry9bTW6KiYrRuRyUgolRGSWkVggxsXKiJV+jjx363K154EFQaDgwjhIbGoZNhYGrAhy4Y8PLEd3zvj9TFNDJ6ePZxN5Jg+9udqsucmbJ59Zp9befkr8rIMsSW8z+yVJxDQWsMzEg9e8b8FFZ/wlxUvRNTTAqQvZ9YruVlZbOvHagtX4Gyqvi6UQBPKaGokRVxErqaK2u5slVlastLPntbAVGGipr+QtCALi1g4SyyUklkvIrq7HzcyYIEcbtXrWx9Yurm7mzLkSws+VYKQ/h7ULnPn9psUY6qqfQauqbuFUdAERicVYmOixNsyd5363Gu3Z48+GDA2NEBtZyOEDGQgKgfVb/Hj8T2uYc51D4BfJ5/mm4PsrrtcVlvOOSp/k14ch+Qhn6nPYL0lk1pQZbLVayMueO5itAimMIAhkttRyVFzImZoS7HQM2Cxy540Fq1WaB2nt7yfuQltFck01Nnp6hNiI+NvKtRo7APYNDZNWVUNiuZiEMgkAQY427ArwYZGdlUrzVWPo6R8kKquc0xklVNS3sszHgad3hOJjb64WKQyMtljEppZyOqYQaV0by5e48PrTG3EQKVdhqyht5OihcyQnlBIU6sKfX9mCo8u1W4BzaxpweeG9K64P1ElZq1l26l80yrrr+VqcREprKatN1TsEtg72Xcyu1/Z1cZO1C/9YskklzUWFIJDf3HShtXZUDy7QcpRi/aXgMAxnqy+HIQgC5U1tJFZISCyTkF/XiJelKUEONtyzxB/RPNVbohQKgeyKOk5nFBOdXY6jhSFrF7jwl9tXqDVoP7bvkspGTkUXEJNSioPIiLWh7vz1qfETwwD09w0ReTafIwcz0Jo9gw1b/Pi/v2xE6zr+7qPYND5NzrriulRSq9Jn+TWiVzbIkZoMvpOkYKNtyDarRSw1clGpa0muUJDUKOGIuICYugr8DS3YbuvJJ0FbVZIGUQgC+U2NxFyoAku7OkelC0S2vBy6DEMt9e2qpr2TxHIpCWViMqV1OBnPY6mDDX/bsRYXEyOVfcoY2+bJtCLOnivF2lif1fOdeXJbkFqsgGNobO7iTFwhZ+OLmDJ5MquCXfn327djosSclSAI5OVUc+xQJrlZEpav9uDVd2/B1v7aRGjpVTVX9VW95UXc7Wiq0mfRBH6WQVZeRzVfVsVR2FXDVqtF/BD0R5WqViMKOckNEn4Q5xNfX8VSUxH3uy4kyFSkdHa9d3j4om5BnESMwaxZhFwQLvU1NVOLEW0MfUPDpFfVkFAuIalcglyhYKmjDTv8PXj/5nVoz1SvZCtpbOfMuRIiMsuQyeWsXejCp09sx8Zkrtp77x8YJjq5hBNR+TS39bAmxI2PXt15XYroq6G1pYcjBzMIP5WLs6sZ9/9uGf4Lbcd1uLh7sR8v3LzxiuvbipOV2sOvEb0jgxyoTuF7aRouuuY847oJ37ki1YhQejs5Ki7kh6o8pk+ZymaRO8dX342FtnLDqmMU66PsSlVUdrRfFATWlKO62gHQ08KEpQ42fLprM3aG6s1FDgyPEJ9bSXhmKefLalnoYsWtYT4sdrNRS8ZgbO/FFY2ciMonNrUULxcLbl7vR4CvLdOmjb8aoFAIJMYVc+RgBs2NXazb5MfeA4+gq3fjZJCXpSm7//rEFdfH2gX/lyEIAufaK9lXlYC4t5mbrQN52nWDSlWrIbmM+PoqDlXlkdZUzTJze57wXMpiE5HSvmXMV0WLR32V7oyZhNqINKYHB9A9MEhqZTWJFVKSyiVMnTyZJQ6jyYqFtpYqidiPYTQJ2MTZc6VEZZWjPWs6axe68N2f71BLxuDi3nsGCE8o5mR0Pv0Dw6wLc+fzd3eNeyZ4DA31HfzwXTox4QV4+9nw5DPr8PAeXyfAI6GLeGJ18BXXgxOOKrWHXyPah3r5RpLE0dpzLJrnwN/9duGko1o1sKq7jcNVBRwW52M4czZbbD143m+ZSi22PUNDJNVIL7bX6s2YSajIlueWBONrqp4UAIxWajMktaOJ9TIJvUNDLHGwYb2XC29uXa3yGMgYalo6OZ1eTPj5MkZGZKxd6MLep29RS8fq4t6HZSSkl3MqpoCyqiaWL3HmpSfWKTUOAqPJ9bMnczlxeLRt9KbNfjz13E3XTViMYaGtJSdfuNJXjbUL/rfwswqyBuUj/CFzL1W9zeyyDeI171uUVt/+T+96Iaeri7Geo88mG3f+On+V0kPBks4OYiViYsSV5DQ24G1iyjKRHY8tCMBSV332E0EQKGtqJemCo8qrbcTD3ISljjZ8dPtGHNSoVo2hsb2HqKwywjNLaeroYaW/E6/ctQp3G+Wzolfbf15xHadi8klIr8DHzZK7ti9igbdIaWKA1pYeDu5PJepMHsvXeLL707swt1A/+Ptfh0IQ+LIqnv3iRAIMnfhw/r3YzRk/Lf4Y2gb7OSUt5qikAGlPB2utnHl/8Ua8DJQjQhkYGSGltvpCv3oV0yZPIVRky5MBi1lgbqGRA2DXwCBpVzkA3hnowwKRegdAgBGZnPSSaiIyS4nPq8JdZMJqfydeuXOV2gQWAB1dfYTHF3MqJp+hYRk3LfPg6/fvZt5c5arMCoVAYmwxX3+RyMyZ09hxWwCBS52YMlX9hND/OgbkwzycsYfWoR7usg1mlZmXSoKmGc3VHBUXEl5TipOeEZtF7vwtcD1zpimXUKvqaL/IWpvb2IiXiQlhIjt+578Iaz09pda6GuQKBYX1zSSVS0iukFLS2IKftTlLHKy5d4k/NgZ6avsTaVMHEedLOXOuFJlMzur5zvzjd5uwN1dN1PlH+5cryMyTciqmgPQcMQG+tjx2dyg+bpZKVwQaGzr59stkEuNKWLfJh3/tux8j45+WDe3XCIUg8Gl5FAerU1lp6smXAb/DXEv5M0DbYD8npKPjIA193ay3ceXzkB046ysnNyIIApUd7ReDqrymxoukFZqyq7qOLhLLJSSUSciQ1OJkPI8gRxHv7lijVrVqDH2Dw0Rnl3MyrYiK+jZW+zvx0h0r8RCpf/6DUWKYE5F5hCcUYW9jxPrlHiyZv1lpxs2BgWFOHsni0HdpOLuYXRwJ0cQe/9v4WQVZNf1tBBo68bbv7UqXhCU97RyXFPFDVT5TJ09ms8ido6vvwlKJ3vXL50B6hoYJtRFxu6c3H6/bqJGBxY7+AZLLpSRVjDorrenTCLS35vZFPixSMwM4hpauXqLOlxNxvhRJUwchXnY8smEx850sVWJFuxytHb2ciS3kVEwBU6dMYt0yDx66PYi5espnh9rbevn2y2Siw/NZsdaTz/Y/iME89bOVv2EUkr4WSrvr+XThA0prWg3KRoi7kF3PaK4h1MyOR90Xs8RUxDQlhvfre7qJEVcRI6kis64Od6NR1rJ9m7ZhqwGGTblCQX5dE0nlEpIqpFQ0t+FrZcZie2vuXeyHzTz1adxlcgUZpdVEni8jLrcSG2N9Vvo58ejmJRppsZXLFWTkSDgRnU9WfjVLFtjx5P3L8XKxUNrRjgVXX32ewMyZ07nv4TAWBNr/KhzWzwV1/e2sNfdhrZmP0kQWFV2tHLkwZ6U7YyabbNw5s+4+TLTGf9+7dLg+ViKmf2SYUBtb7vD05l/rrDVCsd7c00ti2aifSq2qxmC2FovtrXk4ZCH+NhYqsZZdjvq2LiIyy4g4X0ZrVy8r/Bx58Y4VGmGxBWho7uJkdD5nYguZq6fF2jB3nnpwBTrayidDGhs62f9FIskJZazf7MveAw+jo6v+aMBvGEVVbxN1Ax0qBVeXV4LDzO35o1cQi41tlJqzGpSNkF5bS4xktL1WrhAIsRFxj7cfAZZWaKnJXDssk3FOUkdCmZikcimdAwMstrdmrYcTr21ZqZLO4uWQKxSkl1RzKr2YxHwxfg7m3BzszVIPkdrdFTA6ax+fXs6RsznU1HewNsydT964DXMTPaXXGugf5uihcxw+kIGHtxWvvXsL9o6qtVn/XPGzCrLstI3ZYR0w7ufX9HZyXFLE6eoSmgZ6WGPpzAdK9q639feTIJUQK60iUSrFUkeHUJEt761ah5sGBhYVCoGihqaLvbUVzW0sEFmw2N6GR0IXqSQIdzX0DgwRl1vJ6YwSCiWNBHvacvfqBQS4WDNtnCQT14NcruBcnpTjkXlkFVQTGuDI84+twc1BNWc40D/M99+kcvRQJivWeLDnm4eYa/C/x6g00bCePY/XvXeO+/lDchlx9ZWclBYTX1+F21xjtog8eH/xBrTHmV2XKRTkNDYQJxETK6miobeHIGsbtji78v6qtRohrWjv6ye5Qkpi2WhgZThnNkscrHlsWQB+VuZqD8LDf9qWTmeUEJFZirH+HFb6O/HAukWYzlWdFONSNLV2cyqmgJPR+RjozWb9ck/+/PvVzNZSrTU4N1vKZ/+MRiEIPPjoinG32v4G5WA3x5gNFv7jfn5lVxsnpKO+qmd4iLXWzuwJ2Y6LEtn1pt5e4qVi4iRikmuqEenrE2Zjyz9Wj/oqTSQScmsbLmbW6zu7CLCzZom9NU+vDsJERTmQy9HdN0hUdjmn0osRN7az3MeBJ7YG4eugPjMgjB4Ck89XcSwil9LKJlYGufD2c1uwt1GNdKa7e4Bvv0wm/FQuG7b4sffgI78RxEwARNpGvOy5fdzP/4+UQTGx9ZU46xmyReTB3wPXj9tXwWjH0qhdSThfX4ezoSEh1iI+vWkTTgbq6WLBqHh9UsXo+S+9qgZ7IwOCHEW8tW0VrqbGalerxlDX2sXx1EJOpBYxV0eLmxa68NS2YPTnaCYR0Nndz/HIPI6czcHcVI8ta3wIWmA/bhKzSyGXKTh7Mod9nyfg6WXFu/+8HWvRT6vj+FPhZxVkjSegaezv4WxNKcclhUh7Olhj5cwLfsuZb2gxrhv0pSrbcRIxlR3tBFpaEWIt4s9LQjDWAHXqmMr2WLVKX2sWSxxs+H1YAPNtzFVmArwcI3I5CXlVnD1XQnpxNT4O5mwMdONvD61nlhoD/Jeio6uPY5F5nIzKR1dnFuuXe/L8o2vGTRF9OWQyOWdO5PD1F4l4+1rz0Rf3YmKqp9Qaw0MyUiPyCV7vo9IexoPGxkZ2796Nrq4uixcvZunSpRcfe+mll5gzZw6tra3s2LEDH5+J24e6GI8Oz7BcTlqzlFPSYsJrynDRN2K9tSsv+q8Yd+96x8AA8VIxMZJR1jJT7TkEW4t4OWQZ3iamas8syhUK8mobSSiTkFwhQdLWyQKRBUvsrfnDisVqMQFejurmDk6mFROeWYqAwJr5znz25A6sjdXXNIHRxEtadhVHw3PJL61n2WIn3npmMw4i5SqNl0Jc2czn/4pFIm7hngdDCV7mqrTzrq5ooqezDzd/5cTglcGvxa4mcePvtra3k9PVpZyQFtE80MtN1i68uXAN3uMU35YrFOQ0NRArHm0DrO3pZomlNWEanFls7OoZzapXSEmvqsFcX5cl9tY8tzYYb0szjXQ+wOi8SVxOJWfOlZBVPjq7eMdyPxa72WgkCQjQ2t7LkfAcTsUUYGqky8YVnrzx9EZmzFDNFw4NjXDsUCYH96eyNNSZPfsfVDoRODgwTFpkASEbfFXaw3jwa7Gp8fgqmUJBZkstJ6VFnKkuwVbHgPXWrjznG4bRrPH9bwZlo0Lb8RIx8VIJ/SMjBFnbsM3FjfdXrUV3pnpJwLFqVeKF2fr2vtFq1QpXe/66cQX6szUXoPcODBFxvoyTaUVIGttZPd+Z9x/ZqBEW2zFUVbdw8GQWcWllBC2w5+3ntqjsqwRBIC25nD0fxaCnr8Urb+3AyUX5ebt6aStm1uq3EV8PmrKrn1WQdS1UdrVxtqaUiNoypD0dhJrZ8Zj7Ehab2oyrbalveJiUmmpiJaOtFVrTphEmsuVPgUvx18Ag8JjKdkKZmNjSKkoaRlW2lzra8PjyxZhr8AAIo73rR1MKOJlWhJWRPjctdOH521aoTbl5KWrqO/juRCbRySWEBjjy6p824GynehlXoRCIiyrky8/iMTHT469v34yjs3KML9UVTZz9NpWYo+excTK9Isj6Kuo836dfyS4ozi7n22+//ZE6/QMPPMADDzxwzffas2cPW7ZswdfXlx07dvzIwHx9fYmPjycrKwtbW9ufteO6FvpGhomrrySytoy4+ips5uizztqFP3guHZdGnCAIlLa1En+BDrqkpYUAS0vCbEYHgU201c969w4OkVJZfVFk0UBbiyBHG55aFYS3pSnTNXQ4g1GNkJicco4mF1BZ38bahS68ce8aXKyMNVYJGh6REZFQzHfHM5k2bQpb1/jw8pM3KcVkdjka6jvYtyeBzPQqbr49gBde28p0JfrhBweGSTyZw9kDaTRIW7nt8VU/CrLyxQ34PnwlY1NfkxTT9iL8/f9TzbmRTcGv264EQaCks4WImlIiastp6u9hmYUDz/qEsnCcGnFdg4MkVUuJk44GVgZaswmzseXFkDB8TNQnWFIoBArqmy76qrqObpZc0K36y/ow5mmrH7hdirLaFo4mF3D2XAmOFobctMiVV+9erbag6aWoqm7luxOZJGZUsHyJM39/YSu2VqofMuUyBeGncvjq80ScXMz4+0e7sLJR7kBXUVBL+IE04k9k4+RtfUWQ9enpNL6IuJJdsLy8ls8//5x9+/ZdvPa/7qsGZSMkNIiJrC0jpq4CUy0d1lg5KyVlIOnsIEEqIU4q5lxdLa6GRoTYiPho7Xqc5xmqfY9v7u4lsVxCfJmY1Mpq7I0MWOpgw5tbNVutgv8wbh5PLSQutxJ/J0t2rfDXaMJCEAQy86QcOHGecnEzm1d78+0H96Cvq/r9oTC/hj0fxdDbPci9D4cRsMRBqe99eHCElPB8zh5IQ1xSz4GsV3/0+LnSmqv6qi5pES6TG/5rvmrCg6zjx49TUlLCyMgIjo6ObN9+43KwIAiUd7VytqaUU9JiuoYHWWXpxNPeISwwshxXYFXV0T46XC8Vk9vYgJeJKSHWIu7z9cdWX31ChaERGSlV1cSXikkslyAIAkGOIu5bOp9FIkuNtCtdisFhGZHnSzmWWoiksYN1F5gBRRpgBrwUReUNfH0kg7ziWjau9OKbf9yj0qzVGARBID2lgi8+jWP6tCk8/n9r8fUfvyjw8JCMzLhiTuxLRFrWyModC/n74cevmsW4Y7kfz951FXbBbcns3LmT55577qrvUVBQwPPPP/+ja/r6+hgaGjJlyhR6e3t/9NgXX3zBd999R0NDAzKZbNyfRVNQxaYAekaGiKur5HR1CcmNErznmbHKwpFnfcIwHsc8SP/ICInVEuIkYhKkYqZOnkKwtQ2P+C8kwMKSGRqo0Ipb2okprbrIBOhrZUaQo4iHQxZioa/54fLSmmaOJBcQnlmKi5Ux24O8CPa01Ujv+hj6+oc4fDaHQ6ezsLMy5PF7wvD3VG+ot7Wlh2/3JRMbWcimbf7sPfgIs5WQSKgTtxB+II3wg+k4e1uz7YFQ5oe6MvUy1kIPkSm7d1+LXXD4umLE/wt2NSZof6a6lNPVxcgUClZZOvGi/wr85t24/W0sWREtriJeKqa4pRl/MwtCbUQ8vjAACx31f/O9g0OjiYoLcyBzZ88iyFHE/60OxtdKc9WqMfQMDHE6vZgTaUW0dfexIcCNr565FfN5mrXf7MIa9h/JoFzczJY1Phz4573oKKG/cznkcgUJMcV8uSceQyMd/vL6NlzczMf9+qHBYdIiCzn+ZSIt9R2sunkRH55+CsOrMOw+sHYRj26+Crtg0VHuueceHnvssau+x/+CTcFoEjChoYrT1SUX29ZXWjjyuMfScbHYDspGSK6pJl4iJkEqYUAmu9iy/t5K9atVcoWC7Op64svEJJZJaOzuIcDOmlAnW15cvwwDbc3P6jW0d3MitYgTqYXMnD6NDYFuPLZ5iUZo18cwMiInIrGIgyfOoxAEbr7Jn9ee3qg0kcWlkFS1sPfTOMpKG7jzvmCWr/YYt/YcQFNNOxHfp3P6mxREzmasvTWARSs8rnjefCdLjl+HXfB6YsQTaVcTHmT5+fmxYcMGurq6uPfee39kZJ9++imffvrpxb/rW5t5LSuayJoyRhQKVlo68tqCNfga3ri9Yky3IFpcRURlOZ1DgywT2XGnpw8BGiKt6B8eIalcQmRRBQllYhxN5hHiZMsnd2xSmwr6Wqhr7eL7hFyOpxbhbmPCzhAfgjxtNZaxGENJZSOfH0ihQtrCrRvn88Jja9TKsCsUAskJpXyzNwm5XMGu+4JYHOQ0ru9IEAQKM8VE/3COpDN5WDsas/bWQJau82aaGsZ+Lbi7u3P06NEfXXv11VdpaWnBysoK7ctaSPv7+5kxYwaDg4N8+OGHfPDBBxrf0/WgjE01tbbwTXk2ETVlnG+pxc/QgjVWzry+cDX6M27sCFr7+4mXiomsrCClthpPYxNCbWy539cfkZ76hBJjFOuRxRWEF5TROTBImLMddy72ZaHIUi3dqmthRCYnJruCA/E5NLb3sDHQjf3P3oqZgWYPgf0Dw/xwJpsDJzKZ72XDu89vxcFG9ZZAGBVmPLA/lbjIQlas9eTzbx9CT398TraztYfYY1nEHMmkrbGLkI2+vHfkDxPWdvFrtqu61mZeyowgsqacaZMns8rSifcXb8Bz7o1nVGUKxUWCpYjKCmQKBctt7fid/0IWWlgwUwXdnsvR2T9IfFkVEYXlpItr8bM2J8RJNCGdFWOorG/lYHwu4ZmlLHSx5uH1gSxyGV8FTxlkFVTz+cEUWtp6uW3TArUPgXKZgpjIAr79MpnZc2by2FOr8Z0/vpZZuVxBXmo50YczSYsswMHTkk33BBG40oMpGvbR8Ou2qabWFr6tyCGqpoyM5hq85pmx1sp53G3rY/P1kVUVJNVIcZ1nRKhIxMfrNmikWjXWBhhVXEFUUQXztGcT4mTLixuW4WFuovFkBYzOSSYXiPkhKZ98cQMr/Zx48751uFprrsMCoKdvkKPhufxwJhuRpQG/uzOE+V7War1HRWkj33yZRH5uDdtvXcSzL28ad+tud0cf8SeyiT6cSUN1K0HrvHn7u99jeR2dLHUwkXY1SRAEYSI2fTn27t2Ls7MzixYtuuZzdB1seOmHfay0cMRV/8Y/okHZCDHiUYr1eKkY/ZmzCBPZstLOAW8TU42p10cWVRBVXEG6uBYPc2NWujmw3MUewzmaba0Yg0IhkFIk4WB8LgXiBm5a5Mr2YC+N6BlcjrKqJr74PpXiikbu2LKQ9cs91MriKxQCyfEl7NuTwIyZ07j1riUsWuwwrnJ5U007UYfPEfXDOaZNn8ryrfMJ3eh71Uzg5di4cSMffvghFhYWVzy2bds23nnnHUSi8VfQGhoa2L17N3p6ehf7ce+66y727t3LN998Q11dHRKJhK1btxIWFjbudTWJ8diUvqOIO794n+UWjgSb2Y6LGrq0rZWzFWXEScRUdXQQYGnJSlt7wkS26M1Uv59cEARyaxuJKCwnurgCmUJgmYsdq9wc8LE002hrxaVo6ujh+4Q8jqcUYGNiwM0hXgR72mncOQ4MDnMkPJfvjp/Dx82Su3cEYmNhoNaazY1d7N+bNEobvdGHLTcvRH/uje8/w0MyzsUWEXkog4L0ShatcCdssz9egQ43zCYmJSXx/fffs3v37iseG9PJul4l62r4tdiVnoMNrx7Zz0oLRxx0bzwc3zc8TGRVJTGSSpKqpZhpzyFMZMcqO3tcNUBaAdDa28fZgjKiiyvJr2tiociClW4OhDrZojNrYpSjZXIF0VnlHEzIpaalky1LPNi61EMjjJuXI6ugmi8OptLc1sNd2xaxIshVLdsdC66++ncCRia63HrXEnz8bMb1v6itaibq0Dmij2SiO3c2y7fOJ3i9L/qGN+4ICAwMJDY2lhkzrrwXBwcHc+rUqSsOddfDr8Wm5thbc9fe3aywcCDEzA6d6Tf+zRa3NBNeWUG89D++arnIjjCRLXNnqV9N6hsaJrq4kpiSSlIqq7EznEuYsx0r3RywNtBTe/1roaG9m8OJ+RxPLcRkrg5bl3qwws9RY7P2F9+nuYuDJ89zNr6IQD9bbtngr3YisLy0gX3/TqC8pJHtty5i7UYfZo1jhl82Iud8QgmRhzLITirDP9iF5Vvn47PE8YoOi8tx9OhR8vPzeeGFF654bDyVrKtBU3b1kwRZp06dYs6cOYhEIiwtLa/5PH9/fzIzM6+7lkIQyKyv40hJEWcrynE3MmKFrT2hNrYa0a6CC4Pp4mqOZhURVyZmgciCla4OBDuJ0J0gZwWjGfYz50rYF5nJtClT2Bnmw0o/J2ZOQPWmUtrCvw+kUFhWz22bFrBxhafKA8IwepiLOpvH99+moaU1g133Bo2LNrqrvZeEkznEHTtPrbiFoHXerNi+AAcPy2u+tqW2jeQjGWx6dM3Fa5oOsn7u0KRNwWjF6nhpMUdKimgf6GeNvRNhIluNzCyOoam7l+M5RRzJLkIhCKzzcGK5qz3OJupnGa+HyvpW9kWeJz6vkrULXNgW5ImtqXpBz9UwNDTCkfBcvjmWgZeLBXdtD8DOWr0B5IqyRr7/JpVzaVWs3eDDjtsDbshsplAoyE+rJO54Fsln87B2NGXl9gUsXuOJ1jWoq0eGR8iJKWDKtKn4LhttxZiIIOvnDk3alVyhILW2hiMlRURVVeJvZs5KWzuCbUQamVkEGJbJiS8TcySrkExpHaFOtqxwtSfQ3npCqsBj6B8c5lhKIV9HZ2FqMIdbQrwJ9rJTW5D1asgprOHfB1Jobuth19aFrApyVYnRbAwD/cOcOZHD4QPpGJnocuf9wXj5WN/wde3NXcQdzybu2HlaG7sI2eDLiu0LEDlfe3C/oaqJtJPn2fzY2ovXNB1k/dyhaV/V0tfHsdJiDpcU0T00yFp7R0JtbDUmtC0IAnm1jRw6X0BEYTk+VmasdHMg2FE0IW2AlyKvqoFvYrJIL6lm7QJnNi/20IhO3OWoqm5l/9EMUs9XcdMyD7au9cF4nuoV7rGxkEPfplFX0872WwO4aZMv02dc/+yqUCgoyKgi/ngWSWfysLA1ZNmW+QTd5IO27tX93PDQqK9asOY/c1ATEWRpChPeLnj06FHeeustvLy86OnpYf/+/SqtU9rWyqGiAk6Xl6E9fTqbnV05c9sujTkrgLrObr4/l8/x3GL0tGax2ceVZ9eGaJQN5mroGxzmh8Q8vonJxtZ0Lk9tD2Gh88QIsZVLmtl3KI3c4lpu3biAFx9fq15wNSwj8nQe+/cmYmNnxB+eXounz/XLzHK5guzEUsIPppOdWMr8UFdu/t1yfJc6XzNj0d7YQfT+JBJ/SKW2rIFF6/1U3vMvHZqyqUHZCMdKijlRXkpeUyMrbO35v8VBBFhYaqzFRyZXEF5YztHsQvLrGlnp5sBrm1fibakZHZzrIbuijr0R5yiSNnFziDfHXrlHo+QwYxgYHOZ4ZB7fHs/E1cGUv7+wXWW66DGIK5vZ9+8Eigpq2bJjAY89tYbZN9D2aanvIOL7DCK/z0BLeyZhW/yvORMCIJfLOR+RR9zBZNJOnMfSyYwtf7hJrX3/kqEpu8prauRwcSFnKsoxmj2bLS5uPLskmHlamjugVTS3cfBcHqfySxHNm8sWXzfe2b5GIzqL10NHTz/fxuZwKDEPPwdz3rxvLR4i5QiMxgNBEMgurOHLQ2nUN3Vx1/ZFrAp2U6tyNTAwzOlj2Rz4OgU3T0v+/NctN5y5ko3IyYgpIvxgGkXnxASs9ODu/7sJz4BrV4Kbq1su+qqWmjYCN85Xec+/dGjKpvpHRjhSUsTp8lIKW5pZYWvPX4JCWWBuoZGOJYCOvgEOnc/nWE4xI3IF2/zcOPHoLox0JjbglSsUxGRX8HV0Fm3dfdwS6sPzty3XKDnMGPJK6th/JIPiiga2rfXlD/eGMUcNnyiXK0hJKOXrvUkA7Lh1EcHLbpwEaanvIPLQOSK/T2em1gxCN/ryj+NPYmx5dY4BuUxO+uksEr5PJf1UFtZuFj8Ksn7O+MnaBceDq2UyKtrb+Oe5NFJqqrnFzZN1jk44zjXQ6AGtvrObT+IzCC8sZ5OPK5t9XHEymXjO/p6BIQ7E5fBtTDbznSy5a9V8nC3VK9VeCwWl9ez7IY3SyiZuXu/HplXeKtOwA/T1DnLsh0yO/ZCJyNaIXfcF4ep+ZRXpUrQ3dxF+MIOz36aiO3c2q25eRPB632tmLARBIC+hiBMfh3M+Io/ATfMJ2RGId5g70y7L0m7cuJElq+7iWHTlFeuUpO3jXNKxX1Ula7y4mk0NyWQcKMznX5kZuBoasdXVjRBrEbPUFFq8FHKFgpN5JXwUm47hnNnsXOBJmLOdxtsdLocgCGSW1fLpqTSaOnrYtcKPmxa5TUg1uKdvkMNnRgktPJ3NuXPbIhxtVe8ZFwSBnPMSDnydiriymS03L2DjtvnMnHnt70wuV5AZV8zpb1IoypQQvN6HVTcvxN7d4pr3yI7mLsI/j+HkJ5HoGuqw7LalLN26CMPLWhqTkpJ46bXdDGotvPKzt1ez2EX2q6tkjRdXs6vC5ib+kZFKflMTt3p4sdbBUSMkS5dC3NLOh7FppFXVsGO+B5t8XDWmtXg9tHX3sS/yPMdSCljh58gdy/2wMtKMpMGlEASBtGwx+w6l0dHVz+1bFrI6WL3KVUd7H0cOZnD6eDbuXpbsujcI2xvMdjTVtnP2uzQiDqZjYmXAqh0LWbrOm1nXIJdRKBScj8jlxL8iKEgqIXh7AME7AvFY6nLFbFZgYCC7HnmNr4+cv2Kd/ISPqRPn/qoqWePF1WxqUDbCdwX5/Ot8Bt4mpmxxdiXI2kYjc4tj6BsaZl9qNvtSswhztmOrrxs+VmYTngSUKxREnS/n09NpzJ45nTtX+hPiZafxGUZBEMgpquWLgyk0NHdz68b5rA11Uyu5Pjg4wtkTOfxwIB09/dns3LX4hmyBctlowuLMt6kUZ0kJXu/Dyh037lo6syea03uiMLYxYtmtS1m8eQEGpj++9xw9epS935yiVe50xRrtDcVsW27+661kqQpxZwd/S0kiva6Wu7x9eTV0hUbIKy5Fe18//4xJ43R+Cdv9PTjz+F0TXrWC0eDqm+gsDsTnstjNhj1/3KFxlkC4UMLNkfD1kXQam7u5bdMC/vrUBrWGhLs6+zl66BzHf8hkQYA9b753KyK7aweGgiCQl1rBia+SyE0uZ+k6b1745G7s3a/dNtDX1cfJT6II/yKGSZMnsf6hVTzxyYPMvgF96M4N8/nTI5uvuL5tW9r4P+CvGHKFgn15OXx6/hxuhkZ8vG4DXiaazUILgkB4YTn/iE5BX2sWL29cxkLRtW+imkR6sZRPTqXR3tPPfWsWsnq+84QMI7d29HLw5HlORuUT4GfLP17egchS9ZYOQRA4l1bJ/r1JdHf1c/Ptgbzy9o7rUrF3tvVy5psUzn6Xhv68Oay5LZBnP9jFzOuIGOfEFnD843CyIvNYsnkhLxx8Eqf59tfdm5ujGbt3P3XF9bF2wd8Axa0t/C0licKWZu739Wf36nUaPQTCaCJwd1QKieUSdgX48PLG5RNetYLR4GpvRCYnUgtZs8CFA8/fgbG+5rpHxiCTK4hPK+PrIxmjRElbFxEa4KgUC9nlaGnu5odv04k4nUvwcld2f3oX5hbX9rMKhYLM+BJOfZVMcZaEsE1+vP71Q1g7Xvse2dXazYmPIwjfG8tsXS02PLyKZ/c/zqwbVAfu3h7IQ7eHXnE9OPjE+D/grxhjvuqT8xl4GpmwZ/1m3I00S3ogVyjYn57DZwnnWCiy5LsHdk7onNUYFAqByPNlfHI6DR2tGTy1PYRFLprvXBIEgXO5UvYeSqWto08jrbZ9vYOcOJLF4QPpuLpb8OyLm3D1uHFy/dTXKYQfTMfITJ81OwN47qO7mHmNJL8gCKQez+T0niiKUkoJuWUJb5z5MyKP67f0+nlY8cILV/qqsXbB/xZ+lkFWVUc7tx4+yC5PH95avorZGg6uADIltTz1/RlWutpz6rG7JrzXFkZp37+Pz+WL8HMsdrNh759unpBs4PCIjMjEYg6cOM8k4NZNC1i22Ekt46qRtvHDd2nExxSzNMSZDz67G7PrOCy5XEFKeB7f/yuGgd4hNt4dxBNv72T2nGs7H4VCQfT+RPY8sx/vUDee3PMwboHjYyT8DdeHIAi8EBtFeXsbn63fpHGHBaPsmy8fj6awvok/rwsl0G5iWl4vR5G0kX8cSaKxo4f71y5ilb/ThARXVdUtfHc8k4SMClYudeHf79yBqZHqc6DDQzKiI/L54bt0pkyZzM23BxK8zPW6B8vGmjYOfxZH7NHzLFnrxQuf3IP9DSrIDeImPvnjl4jzq9n25Hqe/PQhtNWQZfgN/0F+cxP3HPuB3y9YxIdr12tExuByxJZU8sLRKHbM9yD8ibuZM1PzbUSXo29wmK+iznMgLoc18535/oVdGOppvroyMDjMqZgCDpw4zzz92dx782IC/WzVIr+pKG3k+29TOZdayfI1nnz69QPMM7z2vIlsRE7c8SwOfRLDlCmT2XB3EM9+eOc1D4EwmpU//VkU+146SMCG+bxw8EkcfG1/81UagCAIvBwfQ1FLM/9evxm3CfBVXQODPHXwNEMyOXvu3PKTdC7BqJbTez8kMGXyJP40gcFVeo6ELw6m0Ns3xJ3bFhG2WL2EY0d7Lz98N1oNnr/Ilrd233bd5DpATUUTP3wWS/KZPII3+PLXvQ9cd34RoCpPyoePf05vZx/bnljPn7974oYJi587fnZBVk1XF3cc+Z6nApawzdV9Qt7jy5QsPks4x+tbVhLkOPEtZAqFwKn0Ij4+mYqThSGfPrENOzPNDzN29w5yLCKXQ6ezsLWax+92BbPAe3xsSVeDIAgU5tfy/f5UivJruWmLH59/+xD6c6/tbGUjciK+T+fwZ3Fo62pxy+9WsGiFG5NvUALPSyjiX0/uZfKUybz4w1O4LnJUac+/4ep4NTGO0rZWvty0TeMVYYDq9k5+v/84rmZGHHzo1gkduh9DTUsn/zyaRE5lPfevW8TGQDeND94LgkBWQQ3fHMugQtzC5jXeHPjwPnTV0OPp7h7gxOHzHP8hEzsHYx55YtUNWc3EJfUc/Cia8wklrNkZwCdRzzDX6PqDyv09A3z5lwNEfhXPlsfX8dw3f2C6GrIMv+HHKG1r5d7jh3k9bCUr7K5fEVQFgiCwOzqF4znFfHDrenysrn9A0QRkcgWHk/LZczqN+c5WfD0B+lYAHV39HD6TzZHwHDxdLHjxD+twd1L98wmCQGZ6Fd9/k0qNtI3NOxbw6B/XoH2dpN7Q4DCn96dy9PN4TK0MuP/PG/Edh8xI+uksPnlqH3NN9Hgr8i/Yet6YNOM3jB/vp6eQ09jA/i07mHMVchB1IW3r5KGvjrLUwZqnVwdPSELucogb29l9OJHK+lZ+v3EJK/wcNc6iO9Zq+8XBVPoHhrhzWwBhgU5qVYMbGzr5/ps0YiMKCF3pzkdf3IuJqd51X1OaI+XAR9EUnRez/o7F7Il7Dt3rnBkBWuvb2fPM12RF5nH7C9tZ9+BypkwAic5/Az+7IOvjzHS2urhPWID1bUYu32XkceDBWzCfAHHTy1Fa08wb38WgUAi8fs8avO3GL244XnR09fHd8fOciMojwM9WbT0euUxBUnwJh75Lp7uzn623LOTZlzdfdzZEEATSowvZ8/pxjMz1eeyNHXgstBtXgJcdk8/rO9/n9/+8j6Bti34W2cC+vj6eeeYZjI2NrxCp+6VB0tnB8dISonfdPSEBVntfP/fu/YFdAb7cvsh7wv9/g8MyvgjP4GB8Lrct8+WlXauYpUZ/+dWgUAgkZ1by5aFUBgZH2LlhPq8/vUmtVtu62nYOH8ggNqKARUsdefP967faArQ3d/PV38+QFlXA1vtD+f2r25h9A3ZBGGVgenHTW+ib6PHvwvfQN9ZTed+axK/JrnanpfCQ34IJCbAAPoxNI7lCyvcP3fqTdFrkVtbzxncx6GjN4B+/3zwh88HNbT18c/Qc4QlFhAY48tFrO7EyU71VfnhYRmxkIT98l44gCGy/dRGhK9yZdh3KZ0EQiD+ezRdvn8TOzYLnPrwTJ+/xBUqJh9P58LF/8+RnDzN/9cTf68aDX5NNtfb3szcnm5hd90xIgNU9MMgD+46wK8CH2xZ5a3z9yzEwNMJnp9M4mlzA3asX8Pb96zQqdA8XgqssMZ8fTGFgcIS7dwQQski9VltJVQvffZVMRmola9Z7s+ebh5hrcP1Aqam2nS/eOknBuSpufmQ5T+++/brV4DF0t/fw9PJXWLTOl71lH6ClRgJTk9CUXf3sgqwYSRXfbNkxIWsnV0j5KDaN/fffPOEBVt/gMB8eSybifBmPbAhkU6C7xjMXre297D+awdn4IlYscebzd+7ARI32pYGBYc4cz+bwgQwMjXW45fZAFi25sZ5OSbaUz988QWdbLw++sJn5oS7jfs/KXAmv73yf5w88iVeIm8p71zS6u7tZs2YNWVlZVzxWWFhIfHw8MpmM+fPnExAQ8F/Y4fgRI65imcgWnRmaL7sPy2Q8+s0J1nk4c0fAxLP9JBeIeetALE6Whnzz3G2YztWssKpCIRCbWsq+Q2lMmTqFO7cuZOmC8em8XQtF+bUc/CaVgtwa1m7w4dOvH2TeDfR0BvuHOPhxNCe/SmbljoV8Fv3cNQliLocgCLx95wfMmavN/+179GeVEfy12JUgCCTXVPNK6PIJWf90fimHswo58ODOCQ+wOnsH2H0kkZRCCU9sDWKVv+ZbtBubu/jqSAYxKaWsDXXjq/fuYt4NstvXQ1/vIMcPn+fooXPYiAy5/3fL8F9443a93JRyPn/rJAq5gqf+fhseC+3G/Z75icX84+FPeePs89j7/HxIlH4tNgUQJ6liiZU1Bhpk4hyDIAg8ezicJQ7WP0mAFZtTwTvfx+FjZ86BF+7QuHacIAhk5Ej494EUBgaHuXtHICGL1KuQlRTV8c3eZEqK6ti0fT6/f3L1davBAD1d/Xz3QSSRhzLYeNdS/vDWzdedDb4Uw0MjvLT5HRas8eGBd3apvO+JgKbs6mcVZA3JZcycPFnjjEwwmsF49nA4725fO+FsTJllNby0LwJ/R0u+/8su9LU1G5n39g2x/2gGxyJyWRPqxlfv38U8fdUNeHBwhJNHznNwfyrunpY8/+oWnF1vXHGTyxUc+DCKk18lceef1rF8i7/SKvdHdp9m6xM3aSTAOvRNKqeOll5xPa+0mG+//ZbDhw9fvPbAAw/wwAMPXHMtU1NTSkuvXAvg9ddfZ9WqVTQ3N+Pm9vMJDK+F9LoaNjiOP/BVBp/EZzBn5gweWxY4IeuPoXdgiL8fSiCjtJpndy5jsZuNxt/jXK6Ej79KYMqUyTx0RxCLfERqHTaLC+vYtyeeakkr228L4P/+snFcooyVhXW8+eg+7N0t+ODEH69Ja3st1JTWk59YwleV/1Q7wCourGNF4KtXXO/qqUHLoBR/f/+L125kU/DrsasBmQx7XV2N0rKPoam7l1dPxvLvu7ZMmOD9GBLzq3h1fxTLfR344cU7NU4b3dUzwL5DaZyJK2TjSi++/eAe9HRU/876+oY4ejCDI9+fw3+BLW/8fecNmQIBRoZl7H3nFImncrjvuQ0sWet1wxb2y3Hw3WPc/dqtGgmwvv48ge++unIYP6+gms8//5x9+/ZdvPa/5KuSaqQEWU1M++XhrEKaunt57+aJlano7hvkrYOxFEoaeXnXKuY7XZvkS1XkFtfyyf5EunsGuHtHIKEBTmoFV6XF9ezbk4C4sokdtwXy3CvX71waQ0FGJe88sR/fICf+FfE0c5VM8henltHT0csD79yh6tYvIue85Kq+qrWjFHO7jv+ar/pZBVmDIzIWG2p+yBHgn7FpBDuKWGir+R/8GIZGZPzzWDIRmaU8f9tylnrYanR9mUzOkfBc9v2QRoCviC/+tkstAbmRETknDp/nwP4UXNzMefP9W8flsGBU5+CdJ/YzefIkPjj5RwyMVaugNVW3ELpzsUqvvRzbbg3gD09vv/L6thx27tzJc889d9XXFRQUXFEO/vTTT6/5PufPn+fdd9+lurqa9957jxdffFG9jU8wCluaeXZJsMbXrW7vZH96Lkd/d7vGq7SX4nx5LS9+Gc5CZysOPH8HszU8V1QhaeGjffHUN3Xy4O1LCVnkqFZwVV7awN5P4xFXNbNz12Jeefvm67YvjUEQBI59kcC3/4zkwb9sJmyTalpwTdIWbNwsNDJ/5eJmzu7dV7ZKjEeM+NdsVwOykQkZyAd4NzyRHf4euJhOjJwHjIoJ/+1QPBkl1bx+z1r8HK9PnqIshoZlHDx5nu+OZxIa6MhX79+Ngb7qAePg4AhHDmZw+Lt0/BbY8t7Hd2JpPT5B8dqqZt7+w9cYGOnyz1NPoaPiPpqrW3Hw1UwF6/Z7grj34RVXXA8OjuSee+7hscceu+rrfs02BZDVUM+j8xdpfN3ugUHei0zmk12bmK4GAdiNkF4s5aWvIgjxsufbP9+uccmSSmkLn+xPpKq6lXtvDmRl0PWJkm6EitJGvvx3PBWljdyyazEvvrHtuqy2Y5DL5OzfHc7Zb9N4/K2bWbhMtQC+p6MXU1tjpRMeV4O3nw0vvHClrxqPGPFE2tXPKsjql41MCOtZdXsnx3OKOf34nRpfewwtnb388ZMTGOlpc+D5O9DTcPWqoLSed/4Vgb7ebN77i/pip7nZUna/fRoTMz1ee+cW7J1Mxv3a/t5Bnr/zE5au9WbnYyvVMvLB3kFm/Zd7cN3d3Tl69OgV14uKiq76fGNjY3R0dNDX16e9vX2Cd6ceZAoFvcPDWOnqaXzt3VEp7ArwwURX85TOMBp07I/J5suIc/zl9hUaT1r0Dwzz7wPJhMcXcff2ADau9FKb3vbzT+JIjC3mtruXjtthjeHkV8mc/S6N9w4/jpka9v1zsCn4ddvVwMgIHhPgqwrrmkgX13Dm8bs0vvYYalo6efLj47haG/PdBCQtzuVK+dunkYis5vHx6+rNXAGkJ5fzz7+fxdHFjHc/2oW1zfhJozrbevnzHf9i873BbLw7SK3kyUDPf9+ufs02NSKX0z88gmgCOpk+jksnzMUWN7OJSYwIgsDX0Vl8FXWeV+5cxSIXzVbjevuG2PNdMlFJxezauohX/7RBrdmu7q5+Pv8kjpSEUm69cwkv/HUr02eMf71PXz1GVVE9H5xSPcEOICiEn8Vc40Ta1c8qyOobGWGBuWYzagD/jEnljkXezJ09Mb3tBZJGnvrkBNuDvLhn9XyN/mh6+4b4+OsEks5V8OhdoSxbrF6/fFdnP5/8M4qcTDEP/2EVS4KVW08QBN57+jtcfG24/YnVKu9jDHMM5tDd2qP2OppGd3c3p06doqKigvLychwcHLjrrrvYu3cvzz//PG+//TZyuZyHHnrov73V66JvZJhgU3Mma/hGVtLQQoa4hlc2TsxMyvCIjNe+jaakupkvn74FMwPNzlAmZ1by98+i8Haz5Kv370L/BhpsN0JcVCH/+kcUCwLs2PPNQ+iMg5ziUhRmVrF/dzh/P/w4ZtbqMY/q/ExtCn5NdjUxvmp3dAoPBi+YMA2sc6U1PPvv09y/diE7gr006qs6uvr5xxex5JfU8cR9y1jsP/55p6uhpbmbD98LR1zRzONPr8VfifkpGG1nf/PRfYRs8GXTPepX8nUMtOlu7QYHzWoLqotfi031DA+z3spa475K2tbJ0ZwiTjw6MTM/MrmCN76LpkDcyJdP36LROWFBEIhMLObDffEE+tnx9e671Wq3VSgEjh/OZP/niYQsd+Pf3zzEHCV91cmvkshOKuPvPzw+7jnha0HfWJfO5i611pgoaMquflZB1pBMhqexZjMN4pZ2ksql/OWJMI2uO4acyjqe/NcJ/nL7CkK81HMql6O0qom//O0Evu6WfL37buaoqRdQXtrAy88eYnGwE3v2P4TWNdTrr4e6qhaKz0v4PP7Pau1lDNOmT2VkWKaRtTQJHR0d3nnnnR9d27t3LwArVqxgxYorWz1+jugfGcHHVPPUzx/FpXHv0vkTchgcHpHx9GenmDQJ9v7pFo0yBw6PyPhoXzzJmVU89/s1+HlYqbXeyIicD98LJy9byguvbcHNQ7V25EP/iuXu/7tJ7QALYOrP1Kbg12NXcoUCOw1n3HNrGqhobuOft67X6LpjSCmS8PwXZ3nj3rUsdFbvd385cgprePn9U4QtduKr9+9ilprVsdwsCa+/eJR1G3147qXNSmXZx1CUKaarrZddT61Vay9jmDp9KrIRuUbW0iR+LTbVPzJMgIXmxzn+EZ3CnQG+zNPW/HyjXKHgxX3hdPT08/lTN2u0KtzXP8Tb/4pEXNPK609vwu06otjjQXdXP2++fIz+/iHe/uD2GzLbXg0KhYJ9fzvD3w49pnaABTB5yuSfpU2B5uzqZxVkTZ8yhZlTNdvD+lniOW5b5I32BAg45osb+OO/TvDa3WsIcNVsefjI2Rz+fSCZJ+5bxrLFzmqvFxNRwEfvR/DYU2sIClOdBKE4S4L7Alumj2Mocjxob+jA4Aa6C79BdQzKZLgbana2o7yplSxpPW9uVb+SeTlkcgXP/Ps0UyZP4s371jFNg/3zDc1dPP/ucYzn6fD5u3eonbToaO/lpWcPoaenxQd77mG2CkkLGM1WFmdLeOSVLWrtZwy/2dTEY9a0aRpvc/kkPoN7l/ozfQIEjdNLqnnhi7P8/aH/Z++so6M43zZ8RYi7QIAkhCAJ7u7u7kVaKKVGqf7qQluspUUKhUIpLZTiViB4ICEJEIgQAsTd3TYbWZnvD+SjTYAkM8E61zk9p8zOPvtudu5555X7ecZIWkZEEAR2HLrCPo9APnlzOD06it/Se3jfVXZu8+Xjr8bRsUvN44UFxdOu56Oz41aV3LR8bOpbSxJLpiIlarXkW3Aj0mtvx4UgCCzfdY7MPAU/LRwvqf8qKj6TL364PcH+64qZGIqcaLw7wd53YAvmvTagxtviU2KzMDEzwqmK3v1HxotOp0HTqltVnkWeqkGWoZ60zclRKPEMi+H0e/MkjQuQeceD9dWcoZIOsARB4Lfdfpy/FMnGpS/g1ED8Td3HK5zN6z1ZWcPZi/tJTciWTGCCIJAel0ndRtJUWz/463lObKuYbjM4KwRWVvKG/wBlajVNbKSdcf/zcjAzu7evlYLDPx3yobRcxdo3xks6wEpMyeWdr/cxdXQnpo3pJPoBWVlcxqfv7aZTV1fmvTZAVOIPpaKMspJy7CXQOnBbU87SaCo8OIERLu9WOJ5flkaHCdJ7J54VDCVOix+fk0dIchqrpo2SNC5AYmYen/52nO9fGS3pAEurFVjzmyc3o9L49btZopIw3eXY4UAO7bvC2s0vUV+kHtISsmlWw5Xlf6NWqclJzcXeUZprfudPp9j78/kKx0PTYySJ/yxSG33Vbz4BvNSrU63suPjzbCC3EjL49b0pkg6wbkam8dHygyyaO4ChfVuKjpeclMun7+1m4fvD6DdQXLzM1DwcnKuWcKYqxIcm0qiFNNuuQy5GVdpXZSrjGPVaW0k+oyY8VYMsfYkzlB0Musnglk2xNJa2PpBKreHDX48xrV97+kpoxhcEgV92+HA5KJb1304T7RMBuBmaxE/fH2f56kcXPq0KWo0WPWNpbih5GfloNFpsJZodnPjKABZ9XTEV6OTJSZLEfxbRaAVsjaXzIhaVlnHqRhTHFkmfROZ0YATnr0Wz45OZkg6w4pKyefeb/SyY0ZuRA8UXOdeotXz7+QGau9fn5dcHiB6wabVayWbbAWJDE2grQecM4N6hEWsvrK5w/G52wf8qehJkw7qffVdDmdChFUYSFyotKVPx/i9HeX1MD0kzCGq1Aj9sPkNsYjZrv5qKWQ1Xce/nyqVo/vzNh1Ub54geYN1to65EukoKT6FeI3sMJUpx/8KiYcz939gKx/v1qzhJ+F9BBx1JdzLlKJR4R8bx6agBksW8y8Vb8ew4G8i2j2ZIukXwRmQqHy8/xCdvDhftaQRQFJXyxf92M2d+X9EDLAALa1MUBUrRce5y42IEL349TZJY7Xo244sTX1Q4fje74JNC2p5CJFJ3XB7Xw5nYUfraEL+fuoqFiRFzh3WRNO7x8zfwC4jmp2+kGWBp1Fp+WHqUdz4aVa3sgQ+juKgUYwk6VICUqHSc3Bs+FdllnlcEBIzrSNdxnQ+PpVOjhpLX78kqULBi93m+XzAaS5Hb+O5HUVzGR8sP8eoL0gywAE4cC6asTM2iD0ZIcu0qC0sxeUTBx+qQEpWGk7t0KxYyFdHTka6vEgSBY7XUV63/25fmTvZM6iPtTO7uowFExWWy6ovJkgywyspUrFruweffTqShRKtFSkUpRibSPAAn3+mrZGoPqcuAnLkVRd/mjbEykXaSPbugmK+2nWL5y6MkTXKRm1/MZ9//LdkAC2DXdj9at3VizISalQP5N/r6epL6feNDE2nawUWyeE8jT9UgSwfpRJZRqCC9UEF7J2kzAcWl57L7fDCfzhgk6U0hLimbjX9e4Jv3x2IpUZrYMyevY2NrRs++zSWJB7drjjg2lsbjk5uej42DlSSxZCpH6kxNPlHx9HeTplbM/azc68XE3m1o4SzdnnxBEPj+l9N0be/CiAHSDLDKy9Ts/MOXBQsHoacvze0zOTaTho2l2d4HkCfrqtaRUlcR6dkY1dHH1V7arVLXY9M4ExTFh1PFr7bez43IVHYevsI374/BpArFtavCkQOBtGjdkDbtpUvIkRqXRYNqpHt/GHnp+VjXs5IklkzlSD3V6hedSJ9mLpLGFASBr/88zYRebSRfGV6y7gQjB7SWbIClKCrlxNFrzJzbR5J4ADkZBaJStt+PsqgEjVqDubWZJPGeVp6qQZaUHVdAfApdXBwlXx1bfeAC80Z0w8FGutpAgiDw469nmTetJ67O0nQKAMcOBTFjTi/JOlitVktcWCou7tIMXIsLlJhZ1k5a/domOjqali2l2ZJVm0g9yAqIT6Z7E2kzkwVGJXMrIYP5I7pJGvdyUBzR8Vm89ZJ020Uu+0Xh6GyLe0vpZrVjbibTSGTmqPspLlBiZiV9Jq3HwX9RVwEJyXR3lVZTgiDwwz4v3p7QR9KVYY1Gy8qNp3l3/iDq15XmYUsQBI4dCmT67J6SxAMoL1WRmpCNo6s0E4K3NSX3VbWJ1H3VtaRUOrtIu/roGRxFZr6CV0ZJ21edvxRBfmEJL0+TTgO+3uG069gIBwmTIMWGpUqmKWVRCSYWxs/sTqaq6uqp8mTpSbgyFJGehXt96WaHAUJiU4lOyeaHBaMljXs5OI68fCVjh7STLGZeroLkpBzad3KRLGZ8eBrmViaSzWTo6IAgSBJKcn799VdUKhVJSUmMHDmSPn3+ORu0b98+6td/uuqlVIaUHVe+spSisnIcraSrWSUIAhuOXOS10T0wqkbh3keh0Wj5ZccFXpvVB0MJ4165FE3Pvm6SxQMIuRTNqFm9pAuoo4PwlArredGVnoS6Ck/PplUDaTOAel+PpVSlZkQX8Zlp7+eU9y1MTAwZ2FM6DSQl5KBSqWku0eQd3M4s2Kh5fUzMpBlg6ujqyH1VLSPlhHiesoRSlZr6ltJNhqs0Gtb/7cfH0wdSR8LEN2q1hl93+vLBq0NqnPWvMq5ciqF7r2aSxQPw97zJ9DelKQlgYFSH8lKVJLFqA6l09dyuZEVn5tCsrnRZUAB2ngtmztDOoiptV8Yf+y7x8vRe6Etofg8OiKd9RxdJRXsrMI5WIlLq1iampqbcuHGjwvGSkhJiY2MxNq7eFsyRI0fyxhtvMH36dP7+++9/vHbt2jXatm37TMzASNlxxWTl0MTeRtJtsmGJmWTmFTGiq7QPg74BMRgY6NOna1PJYgqCQOCV2GoXRX0YWq2W8GsJtOoi/RZMsZiamnLr1i00mop1TEJDQzE1rf5q2fOiKyn7qpjMHJpK3lcFMX9EV0m1qtFo2XbgMq/N7CPpbxTgH0OX7k0ljXkzII423STuqyQaZT2oryooKCAjIwP9aqbwf140JeXERWxWLq72NpJ+74s347E2M6Z7C2nL9Zy7GIG9rTmd20oXV6PWEhwQR2cJNVCUX0xceCrtekjTpxoYGaAqk2aQdVdTlU0uPum+6qkaZElpJk7IycfFVrqaFoXFpVy6GS/5zGBoeAp5BUr6dZN2xuF6cAJtO0i7BSXyehLN20pXLFCr0UqW/enHH3/ks88+49KlS/eOlZWVMXnyZBYuXMiRI0fo3Lnzvf82b95877wbN24wfvz4f/xX506yiFOnTvH666//47OOHTvGqFHSp1quDaR8GJRaUwDHLt9iVPeWkm/r3X0kgBnjukjayaal5CEI0NBRur9BSmwWFlYmWNpIty9dq9GiJ8HkSocOHejbty/z589Hq9XeO3706FG2bduGo6PjAzUFz7muJBy8JOTk08jWSrJ4qTmFRKVk07+tdJMBAL5Xo7E0N6ZtC2m3YF0LTJB0xwVAREgCzdtJ1/9pNVp0JZqw/OWXX3j55Ze5efPmvWMKhYKxY8eyfPlytm/f/h/tq6TrA+Ky82hsJ21f5RUSw+CO0vnb4fbE3d5jgUwb01nSuLduJONQ3wpbO+lW8gK8w2nbvalkNVJ19XQRtNJMXAwePBgHBwf+97///WOg9eeff3L+/HnMzMyeWF/1VG0XlOp5SKPVkpxfgKONdNua/MMTad+0oaT72wH2Hw9m8siOkqZwFgSBq5djGDdZ2uyHcWGpjHxBuj3DZSXlkgm2fv36HD58mLFjx/Lbb7/Rpk0bZsyYwciRI5k373adtAULFlT63tatW3P48OEKx//66y+GDx+OgcH/m7vz8vJQKBT88ssvpKSksHfvXqZOnSrJd6gNdCW0Eyfm5OMs4cMgwIXQWNa+MU7SmJGxGWRkF9JX4omLq/6xdOjsIunALTYslSatpDNQC4JAuYS6+vzzz/nss89YuHAhP//8M2fPnmXp0qWcOHECa2tr3n777Qe+V9bVoykqLaNUpcLeTDoP3cWbcfRp3VjyHRcHT15jyqiOkl7/5WVqrl9L4N2PpR0IxN5Kpdli6SYEy5RlkmmqSZMm7N69m+nTp7N3716cnJwYP348r732GhMmTAD+o32VhNdVXHYuje2kTSQTGJXM7MHSZOm7S3hMOgVFpfTsJO2qq9+FCLr1km4XB8DNq3G07yldn6oqLUdfoq38Ojo6rFmzhldffZWvvvqKb775hn379vH7779z9OhRTE1NefPNNx/4/trUVa2vZCmVSj788EPWr1/Pvn37HnquVNkFM4uKsTQ2krRY6o34dNq6SruvOa9AiX9wHMP7S5u6NzIsDQNDfVxcpfOkCYJAakI2DRtLl5gjL6NA0oxNTk5OHDhwgHnz5jFx4kR69uz5UGE9jHXr1vH777+zYcMGVq68Xcn4pZdewtramhUrVuDq6oqOjg42EhdPrArV0ZSUKZsSc/NxlnDiIrdQSaGyjMYO0m6VOnLmOmMHt5V0+y2Az/kw+vSXdiU7NSFbsgxoAIr8YuoY1cFAototOjo6LF26FAMDA6ZPn86nn37K0aNHsbau2Szx86MraYSVmJuPk42VtNn/4jNo01javiolPZ+YhCz6dZd24iIoIA7XpvWwtpFukFlaUk5hbrFkxb1B+r7K3d2d7du3M3XqVMaOHcvMmTOZMWNGjWI9L5qSckdjTGaupNk6VWoNmXkKnOytJIsJcPRsKGMGt5F0ZVyrFfD2vMWAwdI+VybHZODcTJpSQAA5afnYSqhRHR0dfvnlF+Lj45k1axY//fQTf//9d422CoJ0utIRatkhvWPHDgwNDZkyZQrjx4//x2hx8+bNFZbCW7eWJtXy4yQrKwt7e2mTbNQ2z2Kb4Z/ttrOz4+TJkxXOiYyM5MqVK8yaNetxN++xIGvq6eV5aHdluhIEgU2bNjFu3LhnwkRfE553XT0P1+azRFX6qmvXrhEbG8vEiRMfd/MeC8+7puD5uD6fJe62+0GaUqvVbNiwgdmzZ9d4MlBShFpm2bJlwvnz5wVBEIShQ4c+9NxOnTrVdnNqhWex3c9imwXh2W23lMiaenqR2/3s8rzr6llssyDI7X6Wed41JQhyux83z1q7a327oJOTE1lZWQDVzvAmIyNTEVlTMjLSI+tKRkZaZE3J/Nep9cQXEydOZPHixWRkZDBz5sza/jgZmeceWVMyMtIj60pGRlpkTcn816n1QZaJiQnff/99lc59UEadp51nsd3PYpvh2W23lMiaenqR2/3s8rzr6llsM8jtfpZ53jUFcrsfN89au2s98YWMjIyMjIyMjIyMjMx/iaeqGLGMjIyMjIyMjIyMjMyzjjzIkpGRkZGRkZGRkZGRkRB5kCUCtVrN0qVLn7k9ojIyTzOyrmRkpEXWlIyMtMiakqkKtZ74oioolUoWL16Ms7Mz9erVY8qUKU+6SVWiuLiY4cOHs3HjxifdlGpx5MgRwsPDUalUNG/e/Jn4e4eEhHD16lWUSiXZ2dl88803T7pJTzXPqqbg2dTVs6gpkHVVXZ5VXcmaenzImqoesqYeL7KuHi9PxUrWwYMH6dKlCwsXLuSvv/560s2pMpaWltja2j7pZlSbTp068eGHH7Jw4UL27NnzpJtTJdq1a8fAgQMJDw+nT58+T7o5Tz3Pqqbg2dTVs6gpkHVVXZ5VXcmaenzImqoesqYeL7KuHi9PxSArKSkJe3t7AEpKSp5wa55/GjZsCMChQ4f44IMPnnBrqo6rqyvff/89v/zyy5NuylOPrKnHy7OqKZB1VR1kXT0+ZE39N5A19XiRdfV4eSoGWXJV8MePh4cHrq6u9wT3tHPq1CkAzMzMKCoqesKtefqRNfX4edY0BbKuqousq8eLrKnnH1lTjx9ZV4+Pp8KT9axWBRcEgT179hAREUFQUBAdO3Z80k2qEocPH+a7776jXbt2FBUVPRNL9FlZWSxbtgxdXV1eeumlJ92cp55nVVPwbOrqWdQUyLqqLs+qrmRNPT5kTVUPWVOPF1lXjxe5GLGMjIyMjIyMjIyMjIyEPBXbBWVkZGRkZGRkZGRkZJ4X5EGWjIyMjIyMjIyMjIyMhMiDLBkZGRkZGRkZGRkZGQmRB1kyMjIyMjIyMjIyMjISIg+yZGRkZGRkZGRkZGRkJEQeZMnIyMjIyMjIyMjIyEiIPMiSkZGRkZGRkZGRkZGREHmQ9Yzw4Ycf4uvr+6SbISPz3CBrSkZGWmRNychIj6yrZxd5kPUMsGbNGpo2bUpJScmTboqMzHOBrCkZGWmRNSUjIz2yrp5tdARBEJ50I2QezM8//0zPnj3p0KHDk26KjMxzgawpGRlpkTUlIyM9sq6efeSVrKeYvLw8srKyZIHJyEiErCkZGWmRNSUjIz2yrp4P5EHWU4yHhwejR49+0s2QkXlukDUlIyMtsqZkZKRH1tXzgTzIeopJS0tDT0/vSTdDRua5QdaUjIy0yJqSkZEeWVfPB/Ig6ylm/PjxvP322xw4cICysrIn3RwZmWceWVMyMtIia0pGRnpkXT0fyIOsp5hmzZrx999/k5OTw9y5c590c2RknnlkTcnISIusKRkZ6ZF19Xyg/6QbIPNwDAwMcHV1RavVPummyMg8F8iakpGRFllTMjLSI+vq2UdO4S4jIyMjIyMjIyMjIyMh8nZBGRkZGRkZGRkZGRkZCZEHWTIyMjIyMjIyMjIyMhIiD7JkZGRkZGRkZGRkZGQkRB5kycjIyMjIyMjIyMjISIg8yJKRkZGRkZGRkZGRkZEQeZAlIyMjIyMjIyMjIyMjIfIgS0ZGRkZGRkZGRkZGRkLkQZaMjIyMjIyMjIyMjIyEyIMsGRkZGRkZGRkZGRkZCZEHWTIyMjIyMjIyMjIyMhIiD7JkZGRkZGRkZGRkZGQk5KkbZOXl5bFmzRq0Wu2TboqMzHOBrCkZGWmRNSUjIz2yrmSeN/SfdAP+jbW1Nbm5uRw7doyxY8dKErOkpIRu3boxdOhQfvjhhwqvr1y5kvj4eOzs7IiKiuK3337D0NCQMWPG0K1bN8rLy4mJiWHr1q0YGxsTExPD559/TseOHUlOTsbW1pYvv/wSgNWrV5OSkoKpqSllZWUsX74cQRAeGKuqpKen8/nnnxMSEsLVq1fvHY+IiGDXrl0YGxvj7e3N4sWL6dq1a4X3d+7cGX9/f/T09B75Wb6+vixatIhVq1bRv3//KrdRCh70PQHOnj3LwYMHqVu3Ljo6Onz11VePtW3PKlJrqjK9/PtaftA53bt3x8jICAA9PT08PT0f+Z7KrvG6desyaNAgnJycACgsLKRt27b88ccfVf4elV1rWq22ylqtjqbgyenqQZp62H1M5uFIqamqXHPx8fEPvd4r63diY2Mf+Ps+rN+oLJaOjk6VvsvD7t8Pe+0uz4qmQPz9Q6YiUvdVVbnmHqSFB90fH/QbZ2RkPFSjVek3H8TDnn2qotdnXVd3edSz/FOJ8BQSEhIizJkzR7J47733njBnzhzh/fffr/BaWlqaYG1tLWg0GkEQBGHs2LHCjh07BI1GI3z77bf3zrt7XBAE4cqVK8Lhw4fvvdaiRQshICBACAoKEtq1a3fv+MSJE4WDBw8+NFZV2bdvn3DkyBGhU6dO946p1Wph5MiR99qempoqZGZmVvp+rVZbrc978cUXhfPnz1frPVJQ2fcUBEEoLi4WmjRpIpSWlgqCcPtve/bs2cfevmcVqTT1IL1U9ZyvvvqqWnEfdI1nZ2cLZ86cuff+r776SvDx8anWd6nsWquOVqurKUF4Mrp6kKYedB+TqRpSaaoq19zDrvcH9TsP+n0f1m88KFZVedC19qjX7vKsaEoQxN8/ZCpHyue/R11zD9PCg/TzoN/4YRqtSr/5IB727FNVvT7rurrLw57ln1aeupUsgLZt2xIWFoZKpaJOnTqiYv3555/06tWL69evo1AoKrxuYmKCgYEBhYWFWFlZoVAoaNWqFbq6unz++ecAqNVqkpOTcXNzA6BLly7/iKHVajE1NSU0NPTeLAaAq6srnp6eTJgw4YGxAL788kvUajV6enqYm5vz4YcfVmjn5MmT8fLy+sexq1evIggC69atQ6lUYmtryyuvvFLhvUeOHGHRokV4eXlx/vx5PvnkE1599VUSEhKIjY3l2LFjWFhYsGjRIlQqFa6uriQnJ/8jRmVtXL58Od988w0nT54kICAAT09P1qxZQ/PmzSu0vbK//eeff07v3r0f+T0BLl26RKNGjTA0NASgV69eeHh4MGjQoArnylREKk09SC9VPSc0NJTvvvuOkpISunTpwqhRox76ngdd4zo6OgwePBiAsrIyAgICWLx48b021FRTD9P9/VRVU8ADdfWkNfWg+5hM1ZBKU1W55mxtbR94vUdHR1fa76xfv/4fMe7+vg/rNx4Ua8KECTXWVFVeg2dLUw/6PlW9f8g8GCmf/x51zT1MCw+6Pz7oN36YRh/WJz5KVw979nmYXu9yv65cXFz4/fffq/0M+KR1BY9+ln9aeSoHWQAODg6cO3eOYcOGAXDz5k3OnDlT6bkvvvgi1tbWFY7funWLsLAwli1bxvXr1yt9r4WFBStXrmTatGnUr18fR0dHmjZteu/1U6dOsXr1akaPHk3nzp0rvP/QoUMMGzYMd3d3jIyM+OSTTygtLcXQ0JCAgIB/CKCyWKdOneLy5cucPn0agP79+zN06FDat2//yL9RQkICly5dYteuXVhaWjJr1iwMDAx46aWX/nHe2LFjWbVqFQBz585l27Zt9OzZk6+//po333yTM2fOYGRkRFRUFCdOnADg77///ke7K2vjJ598glqtZseOHRgYGHDgwIFKl7/379//yO/yKDIzMzE3Nwdu39h8fHy4cePGve8l82ik0NSj9PKocz766CO6du2KRqOhb9++mJub07dv3we+x8PD45HX+K5du5g+ffq9f4vR1P0xHqb7qmhq0qRJeHh4VKqrp0FT93Po0CGGDBnCgQMHSEhIYPPmzZLGf16RQlN3edQ1d5d/X+9dunR5aL8D/+yn9uzZ80BNPSiWFJp6FM+Tpu7+liNHjuTUqVNs3rxZ1lQ1kFJXD6Oqz1D36+cuD9PrvzX6oP6tKrq6/9nnbqzMzEygatq/X1dQ/WfAp0FX/36W12q1LF269Jnoq57KQdaaNWuYPXs2Bw4cuCeyVq1aVZgxfxSHDh3CyMiIFStW4OvrS3l5OWvWrOGdd965d861a9dYuXIlQUFB6Ovr8/777/PNN9/w/fffAzBs2DCGDRvGnDlz2LBhA2+88ca9954/f57z58+zZs0aAFxcXNi8eTPffvst9vb2tG7dGktLy3vnVxbr+vXrKJVKVqxYAYCTkxNZWVls2rSJQ4cOYWZm9sCL1MLCAnd393uf0bt3b7y8vCrcICrj7myDvb09RUVFxMTE0KxZs3uvu7q63vv/B7UR4LPPPqNly5a89dZbD9xfPH78+EpnHr766iv69OnzyLYC1K1bl6KiIgCKi4txcXEhOjq60nNv3ryJt7c3arWaLl260KNHjyp9xvOMVJp6lF4edc5d34eenh59+vTh/Pnz9O3b94HvGTBgwCOv8X379nH48OF7/xajqbs8TPcP4t+agtvXYmW6eho0dZe797FvvvmG2NhYNm7cWOl5sq7+iVSauktVr7l/X++P6nf+3U89rN94UCwpNFUTnlVN3f0tp0+fjouLywMTOciaqojUunoYVXmG+rd+7vIwvf5bow/q3+zt7R+pq9dff/3etQ+3vV5169YFHq39h1HVZ8CnQVf/fpZXKpX06NHjmdDVUzfIWrt2Le7u7gwbNowVK1ag0WjQ09N76EzGnDlzsLGxqXD8s88+u/f/paWlKBSKewOs+Ph4XFxcSElJwcbGBn3923+K+vXrk5iYyK1bt4iLi7u3nalx48bExsbei+fh4YGPjw9r164lLS2NhIQEevTogY2NDUuXLgVg9uzZvPHGGw+N1a5dOy5dusTHH38MwLlz52jatClDhgzh1Vdffejfqlu3buTk5Nz7GyUkJFRYqn0Q/zZGtmzZknPnzt379/3f9UFthNsX/8cff8z333/PiBEj/jE4u8v9N5ua0qNHDxISEigrK8PS0pKwsLB7MzarV6/G3t6ea9eusXz5cpYtW8awYcPIzMyslRvzs4aUmnqQXuDRmgoPD8fPz4+XX34ZgKioqHvbGh70nkdd415eXvTo0eMf20rEaOpRun8YlSUHeJCungZNQeX3sbvIunowUmrqYdfcXU3dpbLrHai034HKf99HaaqyWElJSTXWlBieNU39+7d0c3MjNTX13uuyph6OlLp6GHd19SgtVKYfS0vLh/YRlWn0Qf1bVfoqpVJ579nH0NAQPz+/fwzoHqT9R1HVZ8CnQVeVPcsvXLiQJUuWAE+3rnQEQRCeaAvu4/jx4wQGBvLFF18A8O677zJ69GjRvpsDBw7w888/U15ezptvvsm0adNwdXXFy8sLJycnFi1ahJGREVZWVty4cYM1a9agVCr53//+R8eOHVGpVISFhfHTTz/h4OBAYGAg/fr1u7dEXFxczJtvvslLL71E37596dOnD4aGhrRo0YIpU6YQExPzwFgAS5Ysobi4GHNzc/Ly8lixYkWFLDDe3t5s376dkydP8vrrr/P+++9jbGzMoUOHOHfuHPb29iQmJrJu3boKMwoeHh4sXLiQadOmMWjQIBYsWMDs2bN56aWXmD9/PtbW1vzyyy8sXryYsrIynJycOH36NO7u7qxZswZzc/NK27ht2zY2btzIsWPH+N///kdISAg//fQT/fr1q/Fv9aDvCXDmzBn279+Pvb09CoUChULB6tWrGT58OK+88grh4eEsWLCAkSNHcv78eRITEzl58uR/Oguh1JrSaDSV6qVevXqP1JQgCCxcuJAOHTpQWFiISqVi1apV6OrqPjBu/fr1H3qNz5gxg3Xr1mFnZ/ePdtZUU6mpqQ/V6l2qqik7OzsWLlxYqa7Wrl37RDVV2X1s2rRphIeHy7p6CFJr6kH9Q926de9p6u5A60HXe2X9zsP6qYdpqrJYIK6fetRr8Gxp6kHfp7L7x//+9z82bdoka+oR1MbzX2W/kaGh4T909SAtPEg/ffr0eWgfUZlGH9a/VUVX9z/71KlT5x/XyYP0epf7dbVixQrOnDlT7WfAJ62ru/eJ+5/lp06dyvXr159+XT3BpBsVUCqV//h3SUmJkJeX92QaI/NUExcXJ7z88stCYWGhMH78eEEQBCE0NFQoKCgQ+vbtKygUCiEiIkJYtGjRE27pk0XWlEx1kHX1aGRNyVQHWVNVQ9aVTHV4VnT1VK1kychUBUEQ+P777zl27Bhr167l5MmT2NnZkZuby8cff8yZM2fw9fVFo9Ewc+ZMWrRo8aSbLCPz1CPrSkZGWmRNychIz7OkK3mQJSMjIyMjIyMjIyMjIyG6T7oBMjIyMjIyMjIyMjIyzxPyIEvmuSMpKQkPD48n3QwZmecGQRDYu3cvubm5T7opMjLPDZGRkXh6ej7pZsjIPDdotVp27NhBcXHxk24K8BgGWRqNhlWrVrFjx44KFej/zfDhwyX5TKH0FNrcOZLEukuu8jQ30sYh1e7KeMUV9ie8J0ksgCu5V1kRtlKyeABHkgP4MmSvpDF90uIYeGQT2lrapZqamsq4ceNYuXIlW7ZsqZXPeNI8Dk0JpafRZvZBW/hNjd7/b8rVmURnvUNwci8UZcGSxEwuvsaO2PkcSvqIco1SdDxBEPDN8mNR8HvsSNgpQQuhXKvmt5hzDPFcwsFEf0liFpaX8sWVk3Q98BN+6fGSxAzPzmLinp185VX5A9+3337Lli1bGDNmDAUFBZJ85tNGbepKEASEkmNoM/ujzVuEIJSLaSoAGq2CpLyVBCZ1IL1ou+h4AHllSRxJ+pw/Yl4kvSRcdDxBEAjKu8aHIZ+wKmINJZoS0TFLNSq2xpxniOcStsacFx0PIFlRwFu+h+l5aD0XJdKUX1ICw//axowDeyp9PTo6milTpvDll19y4MABST7zaaO2+ypBk4I2/220mf0Qyi7VtJn/oKDEl+upw7mVPh2VJlt0PI2gIih3P5ujJuGbKU3h3PzyfLbEbmVR8HsE512TJGZIXgIvXvyZuZc2kF6SLzqeWqtlZ1QwXQ78xKf+JyR5ds4tUfLl+bN0+XVDpa8LgsDbb7/Nzp07mTBhAiUl4u83Yqn1OllHjx4lISEBY2NjOnTo8NBzs7PFX9AAGPaFgk8QtLno6FavfkJlCIJASsFPNLRcVGndjpqQpAzGybSjJLEAzmd60a9uX8niAYTmJ+Ju2UDSmD+GePNeu77oSvR3vJ/MzEzGjRvHmjVr6Nq1K+PGjcPIyIhZs2bVOGZeXh5ubm73Kqw/DdSmpgRNOkLhElBHoWO1Ch2DLmKaiiCoySjaQUrBOuzNptHW9gx6uiaiYipU2fhm/UqqMpQ+dV+jqXkf0bpMVCbxZ/xfqAQV7zR7C1ezxqLiAVzOjmLlrSM0NqvLth5v0sDEWlQ8QRA4En+LZcHnGNywGWdGv4KlYeUFIKtKqVrF+iv+7L5xnQ969mZqqzYVzlm5ciURERGcOHGCw4cPM27cOI4dO4aZmVmNP/e/pCtBdR2hcBkIpehYrZRAU1qyiveTnP8jlka9aFP/BAb6Do9+40Mo1RThn/0n4YVn6WwznZENv0Rf10BUzCRlMjsTd5Nfns+sRi/Q1qritVUdBEHgbHoo6yNO0sKyIX/0eIOGJuL692JVOb/cusSOyCBedOvMd91HYqIv7nvH5eex3MebiJxsPundj2FNmlY4JyEhgSlTprBt2zYaN27MyJEjMTIyuld7qSb8pzSlLUYo3gTK3eiYzgbLFejoiLsXlqhiScxbRokqCmerj7E2GS6qXxEEgTjFZXwyf8HSoCGTnFdha9hIVBvLteWcSj/DibRT9KvbhxVtlmCiL64/TSvJY33ESULyE1nYfBhD67dFV0fc+otfejzfBp7F0sCIPwZMpZWNuPtTuUbDn9evsfGqP6Obu3F61twK5wiCwEcffQTcTlv/22+/MWXKFA4ePIiBQc01LVZXtT7ICg8Px8HBgddff52RI0dy/Pjxe69t3ryZzZv/f2R/t4q0WHR0jBH06oMmGyQYZOUpTwJgbTxYdKy7pCpv0Mv+ZUlixRXHk1aSQWdr6QZtKcpczmfcZH5TcTXK7ie6IJt0ZREjnd0li3mX3Nxcxo4dy/Lly+nb9/Zg8+DBg4wZMwYjIyMmT578wPceOXKE8PBwVCoVzZs3/0ediW3bttGkSRPJ2yuG2tCUIKhBuQNBsQFMZqJj9SM6Ooai2llUepX43C/R17WmRb3dmBg0e/SbHoJGUBOSe4irubtobTmS2a6/UUdXXMdarFZyMPkQV3IDmOg4jn72fUV3MKnKPFaHexBdlM57LUbTp6746z0iP4uvrp6mSFXGxj4T6GjvKDrmhYR4vjx/ltZ16+HxwhzqVTJoWrduHf7+/uzevRs9PT0mTZpEWVkZEyZM4MiRIxVq8t3Pf11XgiYDoehHKL+IjtnbYDwRHR29R77vYRSWXiEh7xt0dQxpbr8JM8P2ouJpBQ2h+cfwz/6TJua9mN34N0z0xU0GFKqKOJhymMDcIMY2HM0A+37o64p71LhVkMyqsGOUalR82WYynWwrFj2tDlpB4FBcKCuvedO9njMeI1+mgamFqJiFZaWsu3KZg2E3md+xM+tGjMZQv+L3TklJYcKECWzevJn27dsDtwcjI0eOxNDQkMGDH/yc8Z/XlKCFksMIilVg0B0duyPo6Il7gFdrC0nJ/4ns4oPUt1hAM/uf0RXZ92WXxnIh8xeK1dn0q/cmLmZdRcUTBIEruQHsTdqHi2kjvmr1OfWM6oqKqVSXsT3uAvsTLzPVuQeft56EsdgJhsJclgWfIyI/i086DGC4k5vogeq5+FiW+XjjbGnJrknTaGZrW+m5X3/9NXl5eWzatAkdHR3mz59PaWkpM2bMYM+ePfcKQVdGreqqtnPEb926VVi/fr0gCIIwbNiwh57bqVMnyT5XkzVC0JbflCRWSMoQIU95XpJYgiAIKk2psD58lFCmUT765CqwJnKdcCLtlCSxBEEQNFqN8E7AH8LW6POSxRQEQVgX6it8eUW6dt7PnDlzhP3791c4XlBQILRt21bIyMh44HuTk5MFQRCE/Px8YdKkSfeOp6amClu2bBEGDRokfYNFILWmtGVBgiZrnKDJmS1oVTGi21emzhSis94TgpJ6CNmKo4JWqxUdM1ERJGyPmSccSvxIyC1LEh1Po9UI3pkXhLeC3hV+j90mFJUXiY5Zoi4XtkR5CoPOfiNsifIUStXlomMWlJUI3wacETrtWyNsjwgQ1BqN6JgphQXCwuNHhH6//yqcj4t94HnXr18X+vbtK5SVlVV4bc2aNcInn3zy0M/5r+pKqy0RtEU/C5r0LoKmcKWg1UhwbZUnCpGZbwhBST2FLMXfkmgqXnFV2B4zT9if8IGQWSJe9yqNSjieelJ4M3CRsCN+l6BQKUTHzCwpEBaH7BOGn1smHE66Kqi14q//qxlJwtjjW4XxJ/4QgrKSRcdTaTTCX9evCV1+3SB8fPaUkKl4+PceOXKk4O3tXeF4Zmam4ObmJpSWlj7wvf9VTQmCIGjLrgqarAmCJnuKoC27JrptWq1KSC/8UwhI7CTEZH8slKszRccsVuUJnmlrhE2Rk4TgnIOCWqsSHTO2KE5YcnO58HnoV0JYQbjoeBqtRjiaHCiMPLdc+OLaHiFdmSc65u1+6qzQYd9qYeONS0KpWvz3Ds/OEmYf3CcM3r71of2UIAiCl5eXMGbMGEGtVld47fPPPxdWrVr10PfXpq5qfSVr8uTJfPzxx/z666+MGTOmtj8OAKE8BLRFoC9utgtApcmjXJ2OpZG4Ktb3E154FkeTthiInIUH8Mu+RFpJOq+5viJBy26zJfocBeVKXnDpJVlMgNjCXHo5iFsufxD5+fl0aXUTbfon/zhuBjR1SmPLli0cPHjw3vEFCxawYMECABo2bAjAoUOH+OCDD+6d8+eff/LOO++wa9euWmlzTZFKU4ImE6FoJZRfQsf8QzAaI2rWSSuUk1G0jdSCX7A3m0LbBqfR0635ljKAQlUGPpmbyCyNpE/d12hi1kv01sBoRQw7Enahp6PLu80W0djMRVQ8QRA4n3GTtREnaGHRgO09ForeGqjRatkbe51VIRcY1LApJ0fPx87IVFTMMrWaLcGB/BYcwOy27Vk5ZDhG+nUeeH5BQQHtWoJ+bmu0/3qta7NSPjnkSufOne8du19T8N/TlSAIUHocoegHqNMaHdv96Og7i2qTRqsgtWAjmYpdOJi/RBPbH9HVNRIVM68sCZ/MTeSWJ9Gn7gJczXqKnm0Ozr/G7sS9OBjV49MWH9PAuL6oNpZqVOyM92VXvB/jHDuzr8+7mOmL+97JigJWBJ8nKDuZD9v3Z6xLK9Hb1v2SElhywQtLQyN+HzuRVnXrPfI9eXl5dGkZgDZ9/j+O2wL1rJPZtGkT27f/v8fuv95XCepkBMVKKL+GjvkHYDRadB9QUOJLQt4S6uja4F5vO6YGLUXF0wgqQvL+JiBnF24WA5njuhUjPXEro3nleexPPkRowQ0mOU6gj10v0bssruXFsyrMA30dXVZ0eIE2VuLuT2qtlj3R11gT6svAhk05NeoV7I3F9VO5JUpWX77IyehI3uzSnZlt2lFH7+E7APLy8ujcVoNOVouKfZVbMZt2d+Cvv/66d+xx9lW1PsgyNzfn559/ru2PuYcgaBGKvkfHbCE6OuJuygCl6ngM6zSSzIul1pYTlLufAfUWiY6VUpLKrsTd/M/tfQz1xC1v3+VEajAeqcFs7f4ahnoPfgCrCdmlxdgYits//DB0zeah6/BlheM6RpOZMWMGn3766QPf6+Hhgaur6z2xAWRkZLB161ZSUlL47bffePllabZ3ikWspgShHIq3IRT/CiZT0LE7iY7IwVB+iTcJud9gqO9MS4d9GNcRN8Gh0pYSmLuXkNxDtLOZwLD6H6GvK+4azyvPY1/SQW4W3mKq0yR62HYX3WlFFqaxOtyD/PJivmg9kc624rfrXM5IZEngWYz167C1/xTa2Ip7YBUEgTOx0Sz3vUBzW1sOT5uJs6VVld6rY9AeXQfvCsd1bf1p2XIbGzZUbkC+y39FV//vuypBx+o7dAzEbg/Skl18gKT8H+74ro5L5ruKKPSUzHeVqExiV+Ie8lUFzG40kzZWrUXFE/7hu3KUzHe18eYl/ooK4iW3znzfo3Z8V9V5RtA1fxNdw0oSXxn0Y968eSxa9ODng/+MprQKhOLNd3xXcyT2XUXjbP0J1sZDJfBdXeJC5iasDRoy2Xk1NobiBi7l2nJOpp/mVPoZ+tn35bu2SzHWE/e900ryWBdxktD8RN5sPoxh9duJfqb1TYtjSaAn1kbGbBswjZY2j55geBj3+67GurlzZvZcrIyq/r11DLuj61Axq7SutQcdO/rzzTcPT+JVW7qq9UHWY0f5B6AC40mShKuja4tKk4EgCKIvSkHQcjptBfaGTXA0aS8qVkJxIj9GrmGm8wwamYoT9V28M26xNvwEP3d5GVtDc0li3kUQBMLzMmlqaSdpXCk4fPgw3333He3ataOoqAhDQ0O2bNnCjz/+yKVLl9DR0cHGRry370kjCAKUnUIo+h703dCx3YOOvrgED6WqOBLyllCiiqWR9edYm4jz8AmCQHTRBXwyN+Ng7MYMl41YGIg0zd7ptE6mnaZ/3b6saLtEdKeVU1bEpqizXMi8xctNBjLBqSv6uuL8NvFFuawIPs+N3Aw+at+f0Y1aiL7n3MjMYKmPF3klJXzdfxB9G7mIilcd/gu6EjTpCEWrJPZd+ZOQ9y26Oka14LvqzazGWyTwXRVyMPkwAXlBjG84lgF1+6En8nvf9V2VadV81XYyHW3E+64OxobyQ4g33es14viol6lv8nh8V7XFf0JTghZKDiEoVoNBT2l8V5oCUgrWkV18SGLf1UaK1TkMqLeQRmZiE9oIXMm9yt6k/biYuvBVy8+pa2QvKqZSXcYfsd4cTPJnWqOefNlmEkZ64iYYYgtzWBZ0jqiCbD7pMJBhTs3F+67iYlnq642LlRW7J0+jqU3lvqvaojZ19VwNsgRVJIJi0+1tGjrSfDVDfSd0qEOpOhbjOjWfpdYIai5kbEChzmGi00pRF2VYYTgbojcxx2UmXWw6P/oNVeBKdjTLbh5idacXaWIubkaiMhIUeWgRcDS1lDy2WMaPH8/48eMrfa1Hjx7cunXr8TaoFhDKQxCKvgOhCB2LJegY9hQVT60tJLVgPVmK/dS3eJVm9htEd1qZpVFcyNhImbaYoQ0+xNGknah4giBwNS+APYn7cTF1lsQsXKZRsTvhIjvifBjVsCN7+7yHRR1xA7b8shLW37jIwbhQ5rt3ZU3PsQ/dxlcVUosKWX35IhcS4nmne0+mtGyNvu7jLYv4fOtKQFBsQCj+A0ymSrIaXKpKIil/OYqyEJysP8LWRNz2XYCE4gAuZGzEVN+GCU7fY28kdoVZxZkMT46nnaCHbQ++a7sUU31x24MySwvYEHmaKznRvNZsCKMadkRP5Arz1cwkvg08i76uLhv7TqSDXcNHv+khqLVa9twMZa3/RQY1bsLJmS9hbyrue9eE51tTIJRfvb0irGOAjtXP6BiI7QPUZCp2kZy/FhuTobRtcIo6euImepXqfC5n/0F0kS/d7GbRxmoMuiInGGIVcexM3E25tpxXXF/G3cJNVDytoOV4SjAbo87Q2daVv3otop6RuGevwvJSfgr15WDcDV5t2Z2f+0zAUE/cc3Z4dhZLfbzIUCj4qu8A+rmIz+pbE2pTV8/XIEv5Ozqmc9HRd5Is5u1OTgcdai6iIlUmx1O+xVDPjLGO39Z4i4ZW0HIs7ThnM87xapP5tLZsVeM23c/VnBg+D9nNdx1m0tJSfNayfyMIAksCPZnZrINk2y5lqohQjjb/PSi/go7ZIjCeJGqmXRA0ZCn2k1zwI1ZG/WnT4BQGeuJm24rVuVzM2kq8wp/udi/SymqE6E4rRhHLrsQ9lGnLmO86lxYW4jL83dvGFHmKZuYObOn+Go1MxXXW5RoNf0YGsvHmJYY6NefUqPnYG4v0sJWVsjHgCntuhjKjdVvOzp6LuaE0W4ll7kMdiaCOQMf2gOj+Rq0tIrVgI1mKXTiYz6WJ7SrRvqvcskR8MjeRV54sme8qKD+Y3Yn7qG/kwGctPqG+sdjti+X8FefLrgQ/Jjh2ZV+f9zDVF3etJinyWRF8nmvZqXd8Vy1F9zk+ifEs9fHGxsiYP8ZNoqW9uIkamQegSULI/98d39Uo0b9bfskFEvOWUEfXjhb1/sTEoIWoeGptOSF5hwnI3Y27xWDmuP6OkZ64HT+55XnsTzrIzcKbTJTIdxWcG8fq8OPo6+jyXYeZtLYSe3/Ssjv6GmtCfRji2FwS31WOUslq/4ucio5kYdfuvND60b6rZ5XnZpAlaJVQegrsTksat1ydgUqbjWENOtK7W5+8MtbTwWYSnWymolNDAeWW57Il9ndUgorFrb7AxkDcdo+7+GdH8UXIHlZ0eIEONrUzi7Av9jpJinw29JlYK/FlHoIm8faWQItv0dEVd2O8nT762zvpo7dgZthWVDy1tozgvAME5e6npeUw5rj+jqGeuEFGTlkO+5IPElYYziTH8fSWoNO6npfI2ojjlGvVfNl6kuj00YIgcCIpgu+Dz+NqYcvOwS/Q3ErcQLVMreav0BA2BvgzqHETjr8wBwczabf8ytyHniO6VmtFhbh/wsLSqLdE9a4K7/iuztHZZjqjHRejpyNuVTRRmcTOhN0UqguZ4zKTNpbifVen066zPvIkrSyd2NbjTdG+K4WqjI03L7EzKpi57l34ocdojEWuBsfm5bLMx5uYvFw+6d2XIa7V813JVBMdc3TsT0jgu4ohMW8pJapYnK0/xdp4iOgJhljFRXwyN2Ft4MQU5zWifVdlmrJ7vqsBdfuxQgLfVYoyl/WRJ7mRn8TC5sMZWr+t6Ov1QlosSwM9sTUyZfvA6bS0Fu+72h4SzC8BVxjr3qLavqtnkedmkIWOPqAHqCULqdLkEZ75Ig0t3qj27H92WRzeGesp1RQxsuGXNDSpWSFGQRC4kO3LvqT9DKo3kLENRove+36X8xk3WXHzMN91mFlrA6wDsdf5MeQCfw6cjkEtz1SkFWwhRbOtwvFcZSawslY/+6lFvwk6Zm+JClGmTiYxbzmKsms4W3+MjYm47E6CIBBZdB6/zC3UNWrOtEbrsDIQt52nRFPCsdTjnM/0ZnC9gbzUdjZGeuJWA1KUufwceYrr+Ym81nQwIxt2ED1gC8hMZlmwJ2UaDUu6Dqd3fXG60woCRyLCWXXZl2Y2duyYOBU3W+l8j4qyYPwTKrbxRloZMF6yz3nm0BE7YXGZhLwld3xXv2JmKG5blEZQE5p3lCs5f93xXf2Gib6VqJgFqgIOJB8mOO8a4xuOob8Evqsb+UmsDvdApVXzddupdBTZ72i0Wg7EhfJjyAV6ObhI4rsqKC3lpyuXOBx+iwWduvDzyDGS+66S89eRXVoxIURRaZqkn/NMoWslaoCl1uSTUvAT2cWHaWDxGs3sN4rewp51x3elVOcyoN5bkviuLudeYV/SfhqbNubr1l9gbyh2J0gZ22K9OJh0hemNevJVm8mifVcxhTksC/QkpjCHTzsOYohjM9F9/tnYGJb5euNqbcOeydNoIrHvqqD0UqV9VUSmEnhV0s+qDs/NIEtHxwDBcCCUngTTl0THK1XFEZW9CCvj/jSwrPpDqlKdz9WcnUQUnqOb3WzaWI2u8danjNJMtsX/iUJdzIfuH+BsIt02yMNJV9kUfZa1nV7C3VLcA+6D2BEZxM83LrJz0As0sZRWUGHZWbSw++fNqb7lfBwdF1c418bkwYWIn39qfmP8//TRO3Ewn4ur7Q/oiSw7kKq8gU/mL2jRMqzBxzQ0EbcaphE0eGf5cDjlCG0sW7GkzWJsDMTNiheqSvgjxoujKYFMd5HGLBxXmMv317y4npPG++36Mr5xa9Hpo30TE/jO7wL6urqsHDycbo7i7g8qjYa84hLqWvz/aqKZYQe6NbpQ8eR0fwKpOKEh83BKVYkk5i+nuCz0zoSF+G1R8YorXMj8BTN9OyY6fY+dBL6r0xlnOZ52kt52PVnRdimm+uKywmaUFrAh8hQBObG83myIJBMW/hmJfBt4FiM9fTb1nUR7uwai4qm1WnaGhrDuymWGNmnKqVlzsTMR971zFEp+9wvkg2F9/nHc0eotmhh+UOF8cwlLxfxX0AoqMot2klKwDhuTYbRtcFoC31Uel7L/IKbIT/Rz3F1iFLHsTNyNSqtmget8SXxXx1KC+CXqDF1tm7Kz1yLqivRdFZSV8NMNPw7F3eC1lj3Y0HeiaN9V2B3fVaZCIUnyJUEQOB4ayai2//z7WRr1oFuj4xXOz67rgX+cv6jPFMNzM8gC0DEejaBYi46IQZZWUJFasJGMoj9oYPkGDuYvV6kTLNMoCMo9wPW8wzS3GHgng5NVjdqg1qo5kX6Kk+mnGekwjGEOQ9HXleanUms1rAk/zuXsKH7pMp9GZuJmUSpDKwj8GHKB44lh7BryAi7m0mc7WuzlyZ7J0yWPK3PbLJyl2EtywRosjfrQuv5xDPXFpRHPK0/GL3MLmaWR9LSfh5vFwBpvnb3dRoGQ/OvsSdqHZR1L3m/+No1MxdVgU2nVHEj05/dYL/rVbcmuXouwMxI3K55TquSnUF+OJtxivntXVvccIzqpRVhWJiv8LpBYUMD/evZmRFPx2Z3Oh8fyw2kf+jVvzEcj5Ac9qbntu9pAlmI3DubzaGq7WgLfVQIXMjdRUJ5Cn7qv0tish+jrIDAvmN1Je2lo3IAvWnyCgwS+qz/jfNiTcJGJTl3Z2+dd0b6rxKI8lgef53pOGh93GCBJFs4LCfEs9fHCzsSU7eMn0UKk76pcrWbH5Wv86nOVMe3EeYFkHkx+iTcJeUsw0Ksnoe/qEAG5eyT1Xe1LOsCtwltMcpwgyRb2oNw4Vod7YKCrz8oOs2glge9qZ1QwP93wZahjc06PfkV0XcZspZLVl/04HRPFW1178EKbdqKTL11PTmfFCS9KVZoKg6ynledqkIVBF1BdR9DkoKNXvZUTQRAoLLtMUt5y9HVtaF3/GIb6j54ZK9eWEJJ3iODcA7iYdmO6ywYsDWr+QBpRFMn2+B1YG1izuNXnopeS7ye9JJ/F1/dhrG/A7z1ex1xkVrTKUKrLef/iMbJKFOwfOgdbI+nrYkXkZJNYUCBpTLVazXfffUdCQgKbN2+WNPazgiAIFJR6k5i3An1dK9zsf8PUsGbbXO+iVOfhn72DyKLzdLKZyvAGn4quzRNfnMDuxL3kqwqY5jSZ9lbian7cLSb8c+QpnExs2dDlZZqYi3y4VKvYGn6VLeFXGOvSkjOjF4jWQmpRIasu+XEhMZ6FXbozvXVb0Vtwb6Zk8P2pC+QolHw0oh99m7mIinc/sqbu+q72kVywCkujvrSpfxIDfXG+hhJNAf7ZfxJZeJ7OtjNo5/i1aN9VQnEiOxN3o1AreMlltuikSoIgcCothJ8jT9HGylmSAt1FqjI23LjInpgQ5rl3kWTCIiY3h6W+3sTl5fFZn34MatxE9L3EMyyGlacu4Gpvw87502hsL90ko6yp2/y/7yruTr0r8b6rGIUfvpmbsDFoxFTntVgbihu4lGnKOJF+itPpZxlYt79kvqt1ESe5VZDMQrdhDHEQ77vyTo1laZAndkam/DlwBi2sRWbgVavZfv2272q8e0vOzp6HpZG4CaWMQgWrz/hyMSaRtwf1ZHwHccWj/01t6uq5GWQJggah4DMw6A26VZ99FgSBwlJfkgvWotbk0MDyLexMJzzywi3TKAjJO8K1vIM4mXRgsvMqbAxrPpOeX57PnqR9hBdFMN1pGl1tOktmshUEgcPJV9kYeZoZLr2Z49pXdIrcyshQFvGK936aWtrx1+AXRC8zP4jjURGMdROXLe7fFBcXM3z4cDZu3PiP46mpqezduxdTU1McHBxqXLX+aUdRFkJi3gpUmkycrD8UXaRRpS0hOPcAwXkHcbMYyJzGv2OsL24rQ05ZDvuTD3Gz8BbjG46ln30fSTwia8OPU6wp438tx9LdrpmoeBqtlkNxN1h1/QLtbBuwf+hsXC3EbZUtLCtlQ8AV9t4M5YXW7fCcPU90xsCU/ELWnvHjUmwiCwf2YFLH1ujrSXtP+K9rqqD0Eom536KnaypJohiNoOZ63hGu5uykqXkfZjfeKlpTt31Xh7iWH8K4BmPpX7evaE2F5ieyOswDtaDlm7ZTRft9NVot+2KvsyrkAn0buHJi5MvUMxG3upBfWsJP/pc4EhHOa5278suocaInLMLTslhxwpucYiVfjhlEr6biVtYr47+uKbUmn+SCteQUH6GB5Ws0s/8FXR1xk3ZZpTFcyNxIiSafAQ5v08hUXFkcQRC4nOPP3uQDNDFzlcR3pVCXsi3Gm0PJV5jRqBeL207BSE/kBENBDkuDPImV0Hd1t+i9q7UNeydPF+27KilX8btfINsvBTO1cxtOvP0Spobifu/KqE1dPReDLEGdeLtwnTYbHetf0anCrJ4gaMgr8SS98FdUmhwaWr2NrcnoRya4KNUUEpx7gOv5R3Ex7cok5x+xFTG4UmlVnM04x7G04/Sz78PyNktEG/bvJ6Yog9XhHhSqStjYdb7oGfoHcS07lTd9DvFCsw680UrctpWHUaZW4xEVwXeDh0ka19LSElvbijeE77//nhYtWlBYWMioUaMk/cyngVJVHEn5P1JUFoCj5dvYm00RVWNOK2i4WXAC/+w/aWjchmmN1mNlIM4roVQrOZZ2Aq9MbwbVG8B3Es0Ibog8RUheAq/e8YiInXjwSYtjefA5jPXqsK73eDrZiyuHUK7R8FdoCBuuXpYsY2BBSSmbL1zhQOBNZnZrx1dj59ZKpwX/ZU0lkJi3HGX5TZysPxLtuxIEgfhif3wyN2GuX5eJziuxMxQ3cCnXqjiTfobj6afobdeT5W0k8F2V5LM+8hRBuXG83nwoIxu0F70t6nJGAt8GemKiX4ct/afQ1lbctmWVRsPOGyGsv3KZYU2bc2rWS9iK9F1lK4r5yfMi58JieXNgd6Z0aiP5hMVd/quauu27+ouUgvXYmAy/47sS9wBfrM7jctbvxCgu0t1uDq2tRkniu/orYRdqQcNrTV7Bzby5qHgaQYtHShAbo87QTSLfVX5ZCT+F+vJ3/E1ea9WDjRL5rpZc8CJbWSyh7yqCH0/70tbRgf2vv4Cjde3VWK1NXT3TgyxBdQtBsR7KA8BkCjoW36Kj8/ABSrk6kyzFHjIVu6mjVxcH8xexNR39yAfLwvJ0gvMOEFZwlqbmvZneaD2WIh4etYIW/9yr7E86iKNJQz5r8TENjMV1IPeTWVrA5mhPfDLDmNO4H9Ma9UBfV/rsfhqtll9uXeb3iKss7TqcYU61t0+2XKNh4YmjNLexo4NDxb99UM4+Dig8KhyPLrrOrl27OHjw4L1jCxYsYMGCBY/8zPDwcKZNm4arqysff/wxv//+u7gv8ZRQrk4nuWAtecrTOFjMw9X2e/R0a/6wcXe7xcWsrZjq2zC64dc4GItbbVRr1XhlXeBI6lHaWrZhSZuvRZcuKChX8nusF8dSApnRqBeft56Esb64QUZYXiYrgs+RqMjnw/b9Ge7kJvqh2iMqgh8u+uJqY8OfE6bgbicyxbtKzV/+19jiE8CgFk04snD2PxJcPIj0kjDWhg+ucDw+voBbt0zp3Pn/Z33/65q6XaD7Z7IU+3CweJmm9mtFZzfLKYvnQuZGClUZ9Kn7Go1Nu4m+tgLyAtmTtA8nY0e+aPkpDkYity+qy/kz7gJ7Ey8xyakbn/QZj4lI31VCUR7Lg89xMzeDj9r3Z5QEviuv+DiW+nhR38xcMk1tvxTMVr8AxrVvicfbL2JpXLUJUv+sPwlW7K5wPEV5na1bt7J9+/Z7x6qiq+dVU/Bv39UOTAzE9ivlXMs7RGDuHlpYDJHId5V7x3cVfsd31VMC31Usq8I8MNKrw48dZ4uuYarSatgZFcy6UD+GOblxWoIt7P/vu4rmra7dJfNdLT/uRZlaw3eTh9PFpWrfO6k4uNK+6mZSNqlBjk+sr3rmBlmCUAJlFxBKDoMqFB3T+WD5AzoPeUDUCioKSnzILt5PQakftiajaG6/CVPDR9f7yCyNIjBnL4nFAbSyGsmsxr9iVqfmmWsEQSC04AYHU/4GBEkKpd5PdmkhuxIu8nfyVcY5dmF/n/dqxXsFcD0njaVBnujq6HBk+FwamIpLEvAwInOyWe57gTq6uqwZPqrSzGwdbacw1vHdCsd9zCczY8YMPv3002p/br169bCwsMDKyoq8vLwatf1pQqXJJbVwI9mK/dibTaddA0/09axExUxRhuKbuRm1UEbfuq/RyLSLJIVP9ybtx9bAlg/c3hOdWbNcq2Z/4mW2xXrTv14rdvd+BztDcR1rurKIVSEXOJcazVute/FCsw7UETmRcSUlmRW+F1BrNSwbNJSeTuLqsWi0Wo6GhPOT50Va1Ldn+8tTaFq36jPADsYteNu9Yj0o/wJ/ylpuY8OGDdVu0/OmKUFQk6nYS0r+aqyMB0pSoLtEXcDl7G1EFV2gi+0LtLUei56IFWa47WXcmbgbpVrJvMYv0dJCXJIAraC947s6TXvrRuzo+RYOxlaiYhaWl/LzjYvsi73OfPeurO01TvQse1RODst8vUgsKOCzPv0Z4NJY/LaoW9H8cMqHZvVs2fnKdBrbVW/yp5v9bPo6zq9w/KBJP+bNm8eiRYuqFe950xRAiSqahNyllKnjcbb+DCvjQRL4rnzxzdyMraELUxv9hLWBuIFLmaaM4+knOZPuycB6/fmu7VJJSof8FHGC8IIUFroNZ7BDG0l8V0sCz1LPxJwdg2bgLoHvaltIMJsCrzCxRSvOzp4rie9q1WlfLscm8s7gXoxr3xJd3ap/byfTDrzt/kWF4x4xHvh39Oebb76pdpuk0NUzMcgShNLbA6vSE1B2Aeq0RsdoBFitfuDKlSAIFJdfI7v4b3KKj2FUpxF2phNobPsd+roPf7gSBIEkZRCBOXvJLU+gvfVEBjq8g6FezbOtaAUtwfnXOJJyDJWgYlyDMXSx6Sx6tuMucYpMdsT54JVxk+EN2kvS4T2IoKxkfgr1I7Igi9db9eCFph3QEzl7URlaQcArPo4/rgURkZPNzDbteLVTl1qptyUIAnv27CEiIoKgoCDWr1/Pli1beO+99/jjjz+wsrLivffek/xzHxcarYK0wq1kFP2Bjcko2tQ/hYG+uBttblkCflm/kVUaTQ/7ubhbDBKVMRAgThHP7qS9KNQKZjrPoK2VuMQbgiDgmXGDnyNO4WJmz4Yu82liLm7mXqEqY9Oty+yIDGJG0w6cG/MqFgbiOpjYvFy+9/PhZlYm7/foxVi3FqJSvAuCwIWoeFad9sXUsA4rp4ygU6PaKdXwsDY8z5oCKCjxIyHv29uJYur9gamBuIQRGkFFSN7fBOTsorl5f2a7/oaxnsjtQeX57E8+yPWCUCY0HE8/+z6SFOheHX4MAVjWbjptrcX5jzRaLXtiQlh93YcBDZpwctR86hqLK0yeV1LCWv+LHIuM4PUu3Zjdtr3ovuNWaiYrTnhTUFLK4nGD6NlEet/Vw/gvaEqlySOlYC05xUdpYPkG9cw3SeC7ir7juypgoMM7OJt2EhVPK2i5nHOFfckHaGbWhK9bf4m9obi08Qp1KX/EePF3cgAzXHrxddupkviulgSdJb4oj087DmJwQ3EFtQVB4HRsNMt9vGlma8u+KTNwtRaX2KWkXMVWv0B2XA5mWue2HK8l39XDqE1dPbWDLEGrgHI/hDIvKD0DdVqiYzQSLL5AR7fyH1UQBJSqMHKKj5JbfAwdnTrYmo6jlcMBjOo8+maoEVSEF3hyLe8QWkFNJ9tpuFkMEJW5Sa1V4597leNpJ9HT0WNsg9F0tBa/Vx1uC/1KTgz7Ei5xsyCJyc7dOdD3A6wMpM/oV6pW4ZkSza7oa8QX5fFGqx5s6jdJ8uQWgiAQnZvL+fhY9t26gZG+PnPbd2RUMzfJC0Lej46ODh999BEfffQRAFu3bgWgXbt2tGsnrlDok0UgvfB3Ugs2YGHci1YOh6qkhYdRrM7hctY2YhR+dLKZxogGn4vOGJhTlsO+5IOEFYYxoeF4+tr3luRBcG3Ecco0Kj5pPZ6utk1FxVNrteyJvsbaUF9612/MsZHzaGgq7gE4W6lk3ZVLeERGsKBTF9YOHyX6Og9NTueH0z5kFyl5d0gvBrUQlzGtpjy/mgKtUEZE5iuUqCLvZDcbJvrhJU5xGZ/MX7A0aCg6kRLc9l2dSj/NyfTT9LXvzYo2SzER6btKL8lnfeRJruUl8GbzoQyr3060Ti+mx/NtoCcWBob8PmAqrW3E+YbLNRp2XL/GxgB/RjZz4/Tsl7AxFve9s4qKWet5Ee+IWBYO7MHkTq1rZWLxUTzPmrrbV6UU/IyNyQjaNjhDHT1xD/DF6jwuZW0lTnGZbnZzaG01UrTvKloRw86E3WjR8nqTBTQ3F5ks6U69q01RZ+hu10yS0iH5ZSWsDfXlSPxN3mjVk019J4ueYAjLymSJjxc5JSV8O3AwfZxdRMUTBAGP6xGsOuNLO6f67H/tBRrWou/qYdSmrp6uQZZQhlD8G0KZN6hCoU4HdAz7gt076OhVPvssCFoU5dfIU54iV3kaQVBhazqGZnU3YVKnavu4yzTF3Cw4QXDuAWwMneld9xWcTTqKmpUvUhVxPssbz4zzNDCuz1SnSbS1FL/sC5BXruBochCHkq5gqm/IRKeuLG0/Q/Ssx7/RCgKXMxI4HHeT08mRtLZxYELj1oxp1FLS1SS1VktAagqnY6M5GxuNVhAY4OLKtwMG062h4xN5QHxeKFFFU1Dqg3u97aJriKi0JQTl7uda7kFaWg1njusfoveyl2hK8Eg7wbkMLwbVG8CLEie1eK3ZEEaITGohCAJeqTEsDz6PrZEJv/WfQhuRBvxStYrfrwWxJSiAsW4tJHkQTMrNZ83ZiwTEJ/PmwB5M7NCq1gz4/3VKVTGYG75JM/v1on1X2aWxXMj8hWJ1Nv3qvYmLWVdR8QRB4GpeAHsS9+Ns6sSXLT+jnpG4VWuluoztcRfYn3iZKc7d+azVRNFexrjCXJYHnyMsL5NPOg5khARexnPxsSzz8cbRwoK/Jk6lua241YUylZptF4P4/WIgEzu04vjbL2FuJO73lqmcElU0eSXnaFHvL0wMxHm7b/uuDhKYu5cWFkOZ4/o7hnriVkZzynLZl7yfsMIIpjhOpKddD9ETDIE5sawO98BYz4AfJPJd/RUVzPpQP4Y7u3Fm9AJsRPquspTFrL7kx9m4GBZ17cH01m1F+65CktJYfsIbtUbzRHZZPE6erkGWJh5BHY+OyYtg0OOBPitB0FBYeokc5THyS86hr2uDjclQmtmtw8SgVZVv1IWqDAJz9hJReA5n046MdvyaekbissGklqRyOsMT/5wrdLLuwAdu7+JkIk44cMenkhvH4eSr+GVF0L9eS5a0m0ZLS2kHIVpBICQnlbPJURyOu4mFgRETXVvzXru+OIhMm3s/6YoiLicn4ZuYwPn4WBpaWDLUtSmbR4/HzdZOHlhJhJG+C251t4qKIQhabhWc5lL27zQ0biu6FhzcXoW9kOXLoZTDtLRoybetF2NrKG7WUqEq5fdYL/5OvsqMRr34os0kjPTEJ7VYFuRJqrKQTzoMZJDI7RZaQeBoZDgrL/rQum49SbZb5CtL2eh1mSMhYczp0ZFvxw/BxEDaCReZf2Js0JwGlq+JiqFU53M5+w+ii3zpajuTNtZjRPuu4orj2Zm4m1JNqSR+X62g5XjqNTZGnqajTWPJfFfrbvhxIDaUBS26sa73eNE7IiJzsllywYtURSGf9+1P/0bifVenbkbxwykfWtSvy+4FM2hkayWqjTIPx1DfCfe620X/btFFPvhmbcbO0FU631XaSc5keDKo3gBeajtHtO8qWZnDuoiThBem8pbbcAbVay0+sUtKDEuDPKlnYs5fg1/AzUpkYhe1mj9CgtgceJVJd3xXFobivnd6QRGrzvjiH5vEu0N6MbZd9XxXzyJP1yBL3w1dy28rfUkrlFNU6k9eyRlylaeoo1cXO9OxNLB4vdrbnwrKUwnI3UtUoTetJUhmoRW0hBbc4FT6GZJLkulv34/lbZZgZSB+6TOnrIhjKUEcSQ6gjq4e4xy78EGLMVhKuCVQo9VyNSuZE4nhnEyKwNLAiMENm7G53yRaidy6cZfCsjL8k5PwTUrALymB3JISujV0ooejE+/26EVD86otj2u0Wq4np+MdEcc7Q3r947UTaafwTb1Y4T1XcwMl+Q7PIlUpZ/AwkpUh+GT8gp6uAaMbLsbBWNxqGMCtwjB2Je7BSNeId5otorGZi6h4aq2Gv5MD+DXak172buzq9Tb2IrdbZJUo+DHkAmdToiRLahGQmsJSHy+0gsCqoSPp2lBkine1mp3+IWy+cJWhrZpx9K052JnV3DcKt1Nc17lvlTpGEcuLV16ucF7WzUxcEJeM5FlGR0TXqRFUhOQeJiB39+0acq5bMdITd73mleexP/kQoQU3mNhwHH0l8F2F5CWwKuwYejq6LG//Am2txSVhubvddk2oLwMbNuXUqPnYi/Rd5ZYoWXP5IieiI3mzS3dmtmn3j+u3JtxMyWD5CS+Ky1QsnTCUbq7SX+d/Jx/FI+dEheMRRZGSf9azgq6OkaiBRmZpFBcyNlKqLWKQw3s4m3YU1R6toOVSjj/7kw/QzKwZ37T+EjsJfFdbY85zJDmAmS59+KbtVAxF7kCKKshmaaAniYp8Pu0ofiJQEAROxUSzwteb5rZ2kkwEKstVbPUNYMfla0zvUju+q1sFYZX2VckRSfSiu6SfVR2erkHWvxAELQWlvmQrDpBf6o2RfmNsTIbSot5OjOs0qXa8vPJk/LO3k1AcQBur0cxx/R0Tfasat69MU4Zvth+nM85iqGvIUIchdLPpQh1dcaLRCloCcmI5mHSFqznR9K/XisVtp9Da0kmyFR6VVoN/RiKnkiI5mRRBXWMzRjq7s3PwCzQRWTwVbj+shWSk45eUgG9iAmHZWbR3qE9vp0asGTaKlvZ1q2zsV5ar8I2K52xYND5R8dQzN6OfW8U6MSPqD+MVx4oim2wzWfT3+a+RX56Kb+ZmMkuj6F13Ps3M+4u+9tJLM9iTuJdEZTLTnafQ2bqT6Jj+2VGsDvfA2sCUtZ1fws1CXE2uMo2a38KusCX8ChMbt8Fz9AIsDcVtX0wsyOd7Px+C09P4X88+jHVzF53U4vTNKH487UuTujb8+fIUmlQjY2BlpOYUsPagDxamRnz2wv+nwW1i5srarpVkFxT82RawTdRn/tcQBIFYxUV8MjdjbeDIZOfV2BiKG7iUa8s5mX6ak2mn6V+3ryQ15NJK8lgfcZKQ/EQWNh/G0PptRQ/Y/NLj+TbgLFaGxmwbMI2WNuKSz5RrNPx5/Robr/ozxs2d07PmYm0s7ntnFipYc9YPn6h4Fg3qycSOrUT7roKjU9h49BKb3/1nHzTOcQxTm1Tsl/qZ9xP1ef9FitW5XMzaSrzCn+52L9LKaoR431VRNH8l7kYA3mjyGs3Mxfl5NYKWo8mBbIo+S0+75uzu9bZo31VemZI11305lnCLN1v3ZFazTqJtHDczM1ji40VeaSlLBg6ht7M4X6hWK3Dsejirz/jSwbkBB96YSUMrcd9bUVLGbyev8PaEPv843tKyBV90rSS7YJYH/v7+oj5TDE/lIEulySJbcYgMxU70dEywN5+Os/WnGOjX7MasVOfjn/0nkUXn6WA9kQH1Fonan1ugKuBsxjnOZ3rT1KwJc11exM28uegHxvxyJcdSAjmY5I+RngETnbryeeuJmNWRpjhxuUaDb3ocxxLCOJcSjYu5NUMdm7N3yCwaW4ibqRAEgYSCfHwSE/BNjOdycjKOFhb0dm7Eoq496NKwIUb6VR985itL8YqI5WxYNJdjk2jn6MCgFk15d0hv6ltKt21R5p+UaYq5mvMXN/NP0MFmMsMbfIK+rjgPQrFayZHUo/hmX2SkwzBeb/oaBiInIhIUWayNOEF8cSZvuY2gf92W4mtTJYSx4poXrazrcXDYHFzMxWmisKyMDVcvs/fWDea178TKIcMxriPue9+eZfdGUVrG1+MG06OJuIf0kjIVv5+6yr4LIUzv3545Qzs/+k0y1SarNBafzI0Uq3MYUG8hjcy6iIonCAJXcq+yN2k/LqaN+KrV55L4rrbFenMgyZ+pzj0kqSEXV5jLsuBzROZn8XGHAZLUkLvru3K2tGLXpGk0q6SIaHUoVan5wy+QPy4GMblTa0l8V6k5Baw95EtobBoLx/d69Btkqo1aW05w3gGCcvfR0nKYZL6rvUn7iSiKZLLTRHradhc9wRCQE8OqcA9M9Q1Z1XEOLSzF+Y9UWg07IoNYf8OPkc7u0viuiov58ZIv5+JjebtbT6a1aiPad3UtKY3lx2/v3Phh6kjRviuNVsvfF2/yy9GL9GjpIirW4+SxDLIGDBjAt99+S+/evR96nkZbRHjGHBTlIVgbD6GJ3WrMDNrX+KZcri3hWu4hgvP2424xiDmNf8dYv+Zb+NJLMziedoKruYF0s+3K5y0+xsFY/Ha6m/lJ7E/0xzvzFn3qtmBxm6m0sZJm1Uql1XAxPZ7jieGcToqkqaUdI53d+bB9f9EeqzK1movJiXjGxeKTEE+ZRk0fZxdGNnNj6cCh2JlUT/iFJaWcuhnF8dAIbqRk0M3VicEtmrBk/FCsTKQZaD5PVFVXVUEraLhVcJJLWdtwMevCLNctmOqLe3jRCBq8Mi9wOOUIHazbs6zNN1jWEbeFtlBVwpZoT06kXuNF136s6PACBrribmMhOaksCfREqVaxsvsoejiIm71Ta7XsvRnKGv+L9HdpzIkXXqSembjOP7NQweqzfvhGxfPWoJ5MEjnLrtUKnLgazvq/fenQpCG7Pp2Fg408eSGlpgCU6jwuZf9BTJEf3exm0cZqjOhZ9lhFHDsTd1OmLWO+6zxJfVedbFz5q9ci6hmJ1Gl5KT+F+nEwLpQFLbqzXgLfVXh2Fst8vElTFPFF3wH0d6m4m6E6CILAyRuR/HDal1YN6rL3tRk421iJiqksLef3U1fZ73Od6f3bs3jOUIxlf6Skurrfd2Vv2EQy35VH2gnOZpxjcL2BzG0s3neVVJzDTxEniCxKY5HbcAaK9F3dTcC0JMiTBiYW7Bw8UxLf1dZrgWwJCpDMd5VWUMSq075cjU/mncG9GNuuhWjf1dWIJH7c742JYR3WvDGelo3ErYQ/Tmp9kHX69GlMTavmEyjXpGFnOpFm9pvQ06350v/tB8ZTXM7eRkPjNqJFmKhM4liqB7cKwxhUdyDftV2GRR1xDyTlWjWe6aHsTbhEXnkxE5268bb7CKwMxHkq4PZD3qWMBI4lhHEmORIXc2tGOrfg7TZ9RBcMzlYqOR8fi2dsDBeTE2lhZ8+gxk3YPGY8zW1sq30TKVdr8I2K52hIGL7RCXR3dWZG13b0buby2Mz7SqWSxYsX4+zsTL169ZgyZQoAW7ZsISEhASMjIzp27MiIESMeS3uqQnV09SgSiwO5kPkLRrrmjHVaIjr5C0Bo/g12Je3Bso4F/3MXX0xYrdVwKOkKv8Wco1/dluzp/Q42huIGLmnKQr4P9uJiRgLvte3LZNc2orcH+STGs9THG2sjI7aOnUjruuI6g1KVmt/9Atl2MYgpnVtz4u2XMBM5y34jPp2Ve73QaLWseHkU7ZqI22L5IJ41XUmpKbW2nJC8274rd4vBzHH9XXQmzrzyPPYlHeRG4U0mSlTm4FpePKvCPNDX0WVFhxdoYyXed7U7+hprQn0Y3LAZp0a9gr2xuL9pjlLJav+LnIqOZGHX7rzQWrzv6kZKOsuPe6MsV7F84lC6NhZ3f9JqBY753+Lnv/3o4uZUa5MWz5qmQFpdZZZG4Z2xgXJtMYMd3sfJtIOoeLd9V5fZl3QQN/Pm0viuVHd8Vym3fVdL2k0T7buKzM9iaZAnSYoCPus4kIES+K5OxkSxwvcC7nZ27J/6Ao2tqldQ+98oy1X85nOVv/xDmN61LYvHvijad5WUlc+agz5EJGWyaEJvhnQUv2OsMmpTV7U6yBIEgYCAADp3rtoWFOM6zbAzG1/jz9MKGmIVF/HP/hMDXVPGNPyGesY1SwUqCAIRRZF4pJ0gUZnIMIehzG38ouj97lmlhRxKusKh5Ks0MavH3CYD6GXvJirF9N32BmencCwhjGMJYdQ3MWe0S0sWtZkrupZPSmEhx6MjOB0TTWRODr2dGzGsSTOWDxpa433wN1LS2Rdwg9O3omhib8PYdi34auzgJ7JidfDgQbp06cKUKVMYP378PYG1bduWK1eukJ+fj1KpfGo6rurq6kHkliXim7mZ3PIEetddQBOz3qJvYKklaexO3EN6aQbTnafSwarmK9F3uZQVyZqI49gamLGuyzyamYvLbKhUl/PrLX/+iAjghWYd8RyzALM64gYuMbk5LPO9QGxeLh/37stQV/Gd4PHQSH487UObhvXY99oMnETOsmflK1h32JfL4YksHNeL0d1qN7PTs6QrqTT1/76rTdgYODPVeS3WhuIe4Mu15ZxIO8Wp9DP0r9tPEt9VqjKP9ZEnCc1P5M3mwxhWv51onfqkxbE00BNrI2O2D5guie9qe0gwvwRcYaybO2dmz8XKSLzvavVZP/yiE1g0qCcTOrQUPbESFJXMj/u90dfT44dXx9Cmsbj708N4ljQF0umqWJ1zx3d1le72c2hlKd53FXXHd6UDLGz6Gk0l8F0dSQ5gU9RZetm7Sea7Wn3dB4+EMBa27sXMZh0l8V19e8GLgrJSlg0aQi8n6XxXHRs1lNR3ddjvBrMGdWLZvBEY1qm94Upt6qpWB1kHDx5kwoQJ7Nmzp9LXN2/ezObNm+/9Oysru0afoxFUhBWcJTBnN0Z65nS3exFXs5416jS0gpagvGscTzuBQl3MyPrDeKvZm6I8JIIgEJwXx96Ey1zNiWZo/Xas7zyPJubiOiFBEAjLz+Ro/C2OJoRhpKfPmEYt2D1kJq4ik1ckFRRwMiaS41GRJBUUMLRJU97q2oNuDR1rXCy1qLQMj+vh7A+8QZ6ylKmd23Dg9Zk0qIEgw5MycXf6pwfhrzgfDtwIrXBudPoNdu3axcGDB+8dW7BgAQsWLAAgKSmJHj16AFBSUnLvnE2bNrFkyRIsLS0JCQmpdhtri4fpqqKmsiqcc9ujuJ2oIm8620xnZMMvRRcTVqgUHE49wuUcf0bVH8miZgvRF7mNL16RydqIEyQWZ7PIbQR961at7t2D0AoCh+Nu8EOIN53sHTk6Yi6OZlai2phfWsJP/pf4OyKM1zp3ZcPIMZIUE15+wotSlYYVk4bTtbG4rTCl5Wp2nA3kr3NBTOzdhkOLX8LUqGq/9438RLqe/LTCcUV4CnVvJfzj4el+TcGzpavq91UVdZVVGsOFzF8oUecxwGERjUzFD9j8c6+wN2k/jU0bs7jVF9Q1Erc9qPiO7+pgkj/TGvXkSwnKHMQU5rAs6BzRBdl80mEgw5zEzTYLgoBnXAxLfbxpbG3N7snTaGoj3nd1/4rw8UUvil4RTsku4KdDPoTGpfPW+N4M71J1v9mWaE+2JflWOB6eG8fWrVvZvn37vWP/5b7qtu9qP0G5+2llOZw5rlsl8F3lsDfpAJGKSCY7TqSHBL6rqzkxrA73wFzfiDWdXsRdIt/VzzcuMrKRdL6rHy75cj4+lnfu+K5EJ3ZJTGXFCW8EQeDHqSPpKKXvqpULe7+Yjb1l1X7vgJyYSvuq/MBomgcpn1hfVauDrPj4eLKysggICKC4uBg3Nzfs7f+/k/j3F63ubEexOoewgjOE5P2NjaEzgxzepaFJzWbklGolvtkXOZPhiZm+KSPrD6eTdUdR4itWl3E2PZT9iZcp1ZQzxbkHn7eZiJm+uNWauMJcPBLDOBJ/C6VaxZhGLdjcbxItrOqK6txSCgs5FhXO8ahIUgoLGdqkKe9170V3R6cab88QBIHAhBT2BdzgfEQsPZs48/bgXvRs4lwjgUckZfLbyStcj03j5PJX/vHazMZ9+MhxRoX3TN4SyYwZM/j004oCBHBycrp3gze+b2UuJycHa+vbS+jLly/nyJEj1W5vbfAwXT1MU/cXaHS3GMRs160Y64lb5VRr1ZzL9OJI6jG62nRmWZslorfSFpQr+S3mHCdTr/Gia3++7zCTOiIHbAGZyXwbdBYdYF3v8XSyF1n0UaPhr9AQfr56meFNm3N61lxsq+lB/DcZhQpWn/HlYkwibw/qyXiRs+yCIHA6IJK1h31o1ageOz5+gYZ21fu9W1s5s3b4sgrH/a392Ra5jQ0bNjzwvc+SrsT0VcXqPC5n/U6M4iLd7GbTxmq0JL6rvxJ3o9KWs8B1Pu4W4oqzagUtHinB/BJ1hs62TSTxXRWUlbDuhh8H427wWssebOgzQRLf1RIfLzIVChb3G0g/CXxXJ25E8uNpX8lWhIvv+K4O+FxnxoAOLH5xWLV9V/ObDuLNViMrHO+33I958+axaNGiSt/3LGkKat5X3fZdXcA361fsDZsyrdF6rAzEbWsu1ZRyPO0kZzPOMaTeIOY1fhFDPXED7aTiHNZGHCe6KJ1FbiMYUK/qdVorQxAEzqfernflaGrJriEzaWYpsqC2Ws1vwYH8FhzAlJatOTt7HhaG4r53WkERP57yITAhhXeH9GZ0W3dJfFc/7PPC3MSQtW+Op4Vz9RYhOts24YvhlWQX1Hjgr/bnm2++eeB7a1NXtTrIev/994mPj+f48ePo6elhaSm+bpRGUBGnuMzN/JOkldykiXnvGhcRFgSBuOJ4vLK8uZobSBvLVrziOo9mZuK2+kQUpnIw0Z+z6aF0tHHl9WZD6G7XTNSALVmRf28rYGaJguHObiztOpzO9uKKEWcoFJyIjuRYZDjx+fkMa9qMD3v1oVtDJ1HZZbIVxfx9LYz9ATfQ09VhcqfWfDSiLzam1X8QFQSBgMhk/jh9leiUbGYO6sjXLw6rcdv+zcSJE1m8eDEZGRnMnDmTefPmsWXLFhYtWsSyZcsoLy9n2rRpkn2eWKqrK0EQiCrywi/rN8kKNAKE5F9nV+JebA1s+Nj9fziaiJvFUms1HLzju+pfrxV7+ryDtYG4WctkRT4rgr0Iyk7mf+37M86llej06efj41jm60VDcwv+mjiV5rbiOsGSchVb/QL581Iw07q04YQENURC49L4cb835SoN3740nE7NxP/e1eVZ0lVN+qrbkxaHCMzdQwuLIbzo+ofoWfbc8jz2Jx3kZuFNJjlOoLddL9Gz7MG5cawO96COrj7fd5hJKyux/kgtu6KDWRvqy1DH5pwe/Qp2RlL5rqJ4q2t3XmjTTnR2s9DkdFac8KZEpWb5xGGiV4S1WoGjl2/x8xE/urk7s/uzWdSzfrzJYp4lTUHNdJVRGsmFjI2Ua5UMdvgAJ9P2otqgFbRczLnM/qSDuFu4SVb4fmvMeY6mBDKrcR+Wtpsuie9qSZAnqcWFfN5xEAMaitu+KAgCJ6KjWOHnTUv7uhyY+gIuEvquXujWjm8kKHyfmJnP2oMXiEzO4u2JfRjUoVmt+K4eRm3qSkcQBEHi9taYzp07ExAQUOG4IAhkl8USUXiOsILTWBs40dJqOM3M+1CnBgkyilRFXM69woUsH0o0JfSz70sfu15YGVjVuO0KdSln00I5khxAVlkh4526MK5hZ1F7clOKCziZGMGxhDCSFPkMd3ZjdKMWdLF3EjXDnaUs5kTU7a2AETnZDGrsyujm7vRychZlKC5Xq/GKiOPva7cIiE9hcMumTO7UmvZO9WskmuLScjyDo9jnHUJxaTlzhnRmZFd3DCrZmztu3Dh+/vlnHB0rdqSTJ09m5cqVNG4sblb0WaRdx9Z8dmggam05feu+hqPIDgsgtSSVnYl7yCrLYobTNNpZtRV9U7x8p96VnaE577qPoqm5uKydClUZG29eZmdUEHPdu/BKi24YV6OEQGVE5mSz1MeL1KIiPu3Tj/6NGkvgu4rgx9O+tHOqzwdDe9PQWtxEVEZeEesO+3IlIkm078rX15d9+/axdm0ldbL8/dm27eErWc8zbTq68/6+LtgautC77quSZDc7mX6aU+lnGFi3P6MajBDtu0pR5rI+8iQ385NZ6DaMIQ7idXohLZYlgZ7YG5nyeafBtLAWlzb+ft/VOPcWLOraA0sjcTs9pF4Rhtu+qx/2eWNQR48PpvSntUvN7089e/bk/PnzGFaymtCvXz88PDwwE5mN9FmkY6f2rDg2kwTFVXrYv0RLy2GiV4Qji6LYmbgHXXR4odF0mppVv77q/WgELX8nXWVztCd96rrzarMh2BmKG2jnlt72XZ1IDL9d76p5R9GF729kZrDkghdF5WV83qc/PZzEJbTRagWOXg9j9Rk/urg48u6QXjWyedxPUUkZv53w58jFm8we0okXBnasse/q8OHDhIaG8sUXlaxkedyuk/Wwlaza5Kmsk3WX/PJUIgvPEVF4DpW2jOYW/Znk/GONCjiWa1WE5Ifgl32J8KII2lm2ZarTZFpZtKzxTKFW0BKQG4tHShA+meF0tnVlbpP+9BSRyCJJkc+JxAiOJ4aRqMhniGNz3mnbm54OLqKEl6NUcjImiuNREdzIzGRA48bM79iJPs4uojwkgiAQkpzOkWthnLwRSdO6tozv0JLvJ4+o0Wy8RqslICKJo5dvcSE0jo5NGzJveFf6tW1Sqyb95xWFOpvWlqNoYTkEHZEz4sXqYg6nHOFSzmVGNxjF4LoDRfuuEhRZrIk4Lqnvan/sdX4MuUAvBxdOjJovulRBbomSNZcvciI6kje7dGdmG/HZzUKS0lh+whu1RsP3k4fT2UXcQ3pJuYrtpwPY7XWNSX3acnjxS5hU0XclU32KVTkMdHgHZ9NOouLc77tyNXPl69ZfYG8ohe/Ki4NJV5jeqCdftZksje8q0JPYolw+6TCQIY7iZpsFQeBMbDTLfS/gam3DnsnTaCLSd1VSruJ3v0C2XwpmamdpVoRTsgtYe8iHG/HpvD2+D0M71052MxnILU/CRM/qTr0rcSuj2WXZ7E3aT5QimimOk+lu21X0ivCVnGjWhB3Hoo6xJIXvyzUadkQF8vONi4xu1JIzY17B2lDclvPMYgU/XPLFOz6ed7r3ZGrL1pL4rpYf90JHR4fV00bRwVnc99ZotRzyu8GmY5fo3boxe7+Yg52lNNknn0aeukGWUp1HZKEX4YWeFKrSaW7ej0EO71PfuPrFRtVaNTcLb+Gfc5Xg/Gs0MnGml10PXm0yX9QsYbIyhxOp1ziWEoSpviFjG3biHfeRNd7alKTIxyMhnBOJYSQXFzDUyY332/Wjez1nUQOrvJISTsZE4REVQWhGBv1cXJjTrgP9GrlUqzBwZcRl53E8NIKjIWHooMPY9i3Y99qMGs3EC4JAWGImnsFRnLgSjpWZMaO7t+C9Sf2wsRB30/mvY23gSEsrcVsr76931cm6gyS+q0JVCb9Fn+NEajAvuvaTxHd1OSORJYFnMdLTZ1PfSbS3k6ATvH6NDVf9GePmzulZc2ucTfMu6QVFrDrji39sEu8M7sW49uIy/AmCwMmrEaw77Esb1/r89clMGtiKm2GUeTQ2ho1ED7BiFLHsTNyNSqvm1Sav4GYurnSCRtDikRLEL1Fn6GrblJ29FlFXAt/VTzf8OBx3g9da9WBD34mifVdh2VksueBFtrKYr/sPom8jF1Hx7s/E2c7Rgf2vv4CjyBXh4tJytp68wiHfUF4Y2JFvXhyOkcFT97j0XGFr2IjedV959IkPoVRTikfaCTwzzjPEYRAvN54r2neVUJzNuogTxBRlsMhtOP0l8F15pkSzLOgczmZW7Bkyi6ZS+q5ateHM7LmifVep+YX8eNqXoIQU3hvam1FtxPuuroQn8uN+b8xNDFm3cEKF5GXPI0/VXSO/PIVtsS/hataD7nZzcDbtVO3lYq2gJbwogss5VwjMC8LBqB7dbLow1WmSqO2AhaoSzqZd53hqMEnKHAY7tGFF+xdwt2hQI8ElFOVxPDGc44nhpBUXMtSpOf9r35/u9RqJ2oteUFrKmdhoPKIiCExLpa+zCy+0bseA0Y0xriNuYJWaX8iJG5EcD40gs1DB8NbN+X7yCNo0rFftv4EgCNyIT+dsUBSewVHo6eoysENT1rwxjuaONZvJ3RLmzzbvPyscz0wMZ2WNIsqEFYbzV8IuTPVN+cDtXRqZiq2jo+Fw8lW2RHvSt25LdktQ7yqxKI/lwee5npPGxx0GMEi7V8oAAQAASURBVLqRuNUwQRA4Fx/LMh9vnC0t2TVpGs1sxc+y3/VdTe/SluMS+a5+2Hd7NWzpvBF0aCrSE6fWkF9Ygp3N//8ewdkpNP5reYVzy6KTGC/q0/675Jbnsi/pILcKw+74rnqKnmUPuuO7MtTVZ2WHWaJ9Vyqthp1RwawL9WOYkxunJPBdZSuVrL7sx+mYaMl8V9eT01lxJxPnd5OH00XkirBGq+Xo5VtsOHKR7u7O7P58NnWtxN2fylXqClvc14X68nPElQrnpmUmivqsZxkdRBRXF7T4ZV9kf/IhWli4S+K7KlKVsCX6HMdTg5nVuA/L2s8QXfg+PC+TJUGepCuL+KKTVL6rSFb4XaCVfT0OTp1JIysrUTGLy8rZ4hPArishzOzWjm8l8V3lseagD1HJWbwzsS8DO4gvcfLv919KT6i0r1IGh/Oqibg09WJ4qgZZRnrmvNx0NwbV9FndTWBxMecSV3IDsKpjRXfbrnzd6gtRheXKtWouZkVyMvUa/jlRdLNtxouu/ehh1xz9GqwwJRTl4ZEQhkdi+O3kFU7N+aTDALrWdRbV2RSXl3MmNoZjkeFcSUmmp5MzE1u0Yv2IMZgaiHuQyyoq5vTNKI6HRhCTlcuQlk3537A+dHFxrPYytFYrEBqXhmdwFJ7B0Rga6DOkYzNWvTaWZg3tRG/DmN+iG4uHTKpwfPKhQFFx/4tklWWxO3Ef8cXxTHeeSmfrTqJ/nyvZ0awO98DKwISfOs+juYW4ejIKVRk/37jI7uhrzHPvyuqeY0Sv0EbkZLPM57bv6ou+A+gvQXYzj+sRrDpz23d14PUXRPuuMvMV/HTIRxLf1V2uhsSzdut5urV34a25A+4d72DXkAszP6lw/l1PlkzVKdOUcSL9FKfTzzKwXn++a7sUIz1x/qMUZS7rIk5wqyCFt9yGM9ihjWideqfGsiTwLPVMzNkxaAbuIn1XZWo120KC2RR4hfHuLTk7e65o31V6QRGrz/hxKTaRdwb3YrzIFWGAwMjb9a4M6+ix+rWxtBLhu4LbkxZ/nw7hz0NXOPzra/947a02vfmg86AK7+m3+aSoz/wvElkUxV8Ju9DT0WNRszdpYuYqKt79E4F96rZgd++3sRXpu8opVbL6+gVOJkawsE0vZjbrINp3FZqZwbcXzlNcXs53g4ZJ4rs6EnKLNWcv0tXFkUNvzqK+pbjvXaQsZcuJKxy9dJM5Qzqz/OWRoutdxSZmse4PL1Z/OeUfx3s4NOJ4JX2Vh9VtT9aT4ikbZFlUa4CVW56HX/ZF/LIvohG09LTrzqfuH+JgXPObo1bQEpwbz6m0EM5l3KCJWT2G1W/Hp60nYFGn+luFkhX5eCSG45EQRqqykBFObnzRaZDo5BVlajU+ifEciQjHKyGOzg0aMqaZO6uHjcRc5DJxvrKUM7duD6xupmbS360x8/t2oVeTRhjoV+/GoNFquRadytngKM4FR2FuYsigDs1Y88Y4mjawrdEDQVR8JifO32TRfQ+DMtJQqinlWNpxzmV4MdRhMK82mY+ByBpaicXZ/BRxguiidN52GyF6u4VGq2V/bCirrl+gt4MLJ0fNp95T6Lu6npzOsuNeqCTyXZWWq/nzbAA7zwVXu97Vg0hOy2P9Ni/iknJY+GJ/encRZwyXqYggCFy+47tqataEr1t/ib2IyT+4nWhpW4w3h5KvMKNRLxa3nYqRyOxmMQU5LA3yJE5C39Xp2GiW+3jT1MaWfVNm4GotbnWhNjJxJmfls+agD7cSMyTzXV0OjmP9H+extTbjh88qTvzJiCfrju8qWhHDFMdJ9LDtJvp387+TgMnawJSfOs+luQS+q+2RgWy8eZExLi05O2YBVobitpxnKG77ri4kxPNu955MkcB3FZiQwvLjXujp6rJm+mjaO4mbAFVrtBz2C2WTx2X6tHaVxHeVX6hky24/vC5FMmdSd1GxHidP1SCrKqi1aoLzr+GT5Uu0IoYuNl2Y33guTcya1FhggiAQXpjK6bQQzqRdx8LAhOH127Oj51s4GFtVO16aspBjCWF43MkKOMzJjY86DKCbyBUrjVbLlZRkjkSGcyomiuY2doxu7sbi/gOxMRbnXVKUluEZHsOJ0EgCE1Lo1bQRM7q2o2/zxhhVc+ZBo9USHJ3CmcAozl+LwsbClMEdmvHLO5Np7FCzTraktJzTF8I4cvY6eQVKRvZvVaM4MpWjFbRcyvFnX9IB3C3cWNJmMTYGT1+aW/+MRL6947va3G8S7Wyl812Nbu4mie8qo1DBqtO+XL4zyy6F7+p0YCRrD9W83tW/UZaUs23/ZY55hjJ9bGe+eX9MpVk7ZcQRo4jlr4RdaAQNrzdZQHPzZqLiaQQtx1KC2BR1hm62zdjV623sRWSwBcgvK2FtqC9H4m/yeque/NJ3EgYiJxjCsjJZ4uNFjlLJtwMH08fZRVS82lgRVpSUsfXkFQ773eCFQR1ZMneEaN9VQnIO6/7wIjktj4Uv9adX55o/l8hUTommBI/UE5zLvD0ROF8i39Xa8OPEKTJZ5D6C/nWrnwPgfgRB4GxKNMuCPGlsbiOJ76pUrbrjuwpkWqs2nJ09V/SEekp+IT+c8uFaYqpkviv/sAR+3O+Npakx6xdOwE2k70ql0nDwZDB/HvRnUC93/vppHpbm4vrox8kz06tmlWXjlemNT7Yv9Y3q08e+N282fb3G4hIEgWhFOmfSQvFMD0UrCAyt35afuszF1ax6RdAAskuLOZEYztH4MCILshjm1Jz32vWlR71GopaFBUHgVlYmf0eEcTQyAltjY8a5t+DYjNk0MBfXuZaUq/CKiOV4aCSXYxPp7NKQkW3c+HHqyGrPDmq1AtdiUjgTFIVnUCS2FqYM7ticLe9PxbluzWszxCVlc/hUCKd9wmjr3pAFM3rTuW0j9PTEzdzcj1KpZPHixTg7O1OvXj2mTLm9DH3r1i12796Njo4OM2bMwN3dXbLPfJq4+yCoRcubTV+jmbm4feIaQcvR5EA2RZ+lp11zdvV+W3Sa2yRFPsuDzxOSnSq578rRwkJy39W0Lm0k8V3dSsjgh31eKMtUfPPiMDo3F+e10WoFTnjdYPNOX7q2c2Hb6hexs66ddNH/ZV3d9l0d4FZhOJMdJ9BLEt9VLKvCPDDWM+CHjrNpaSmyoLZWw19Rway/47s6PXoBtkbiJuuylMWsvuTHmdgYFnXrwYzWbUX7ru5m4pRqRVij1XLk4k02Hr1I9xaN2PP5bOxF+q4Ki0rYuvcSZ33DmDmhK8s/Gk+dOuIGqpXxX9aUVtDim32RA8kHaWHRQpKJwLsJmI6nBjO7cV9WdHhBUt/VV52G0L+huN0BgiDgERXBd34+tKlbj8PTZuJsaSUqZnFZOb/6XGX3levM6t6epROGSuK7WrX/ArFpObw9sQ8D24v3XfkFxLJ+mxcNHSxZ9800GjuJG6g+iNrU1SOvppiYGPbv309hYSGOjo706NGD9u3bV/uDaoJG0BBacIPzmd5EFUXTy64HH7t/SAPjmi1l3h1YeabfwDM9lHKNmkH127Ck3fQaJbDILyvhZNLtOlbXc9IY0KAJr7TsRt/6jUVnYErIz+doZDhHIsIo1agZ59aC7eMni34QLFOp8YtO4MSNSLwj42jr6MCI1s1ZMmEIlsbV2ycvCALhSZmcvBrBqYAILEwMGdrJjV/fm0qjejUfWClLyjnnF4HH+RukpuczalAbfv9hDg72tZM17eDBg3Tp0oUpU6Ywfvz4ewJbtWoVy5ffNlJ+9tlnbN68WbLPfJK6ukteeR777hQ+new4UbIHwR/DPDDRN2B1xzm4W4pLxnC73tUldkVfY65bF1b1GC3adxWVk8MSn/OkFBXyed/+EtW7kja7WXZBMev/9uPizTheH9OTsT1bid4SEhqewpqt59DX02XFx+Np0VTclpBH8bh19TRoqkxTxvH0k5xJ95TUd/VTxAnCC1JYKJnvKoYlgZ6S+q7+CAlic+BVJrZoheecuVgYivdd3c3E+e6QXoxtJ43v6od9Xhgb1mHNG+No2Ui87+rw6RD+2HeJ/t2b8+eauVhb1l5G3P9qXxVRFMlfCbvR19FjUbOFkvqu+tVtKbnv6q02vXhBAt/V9Yx0vr1wnhKVipVDhtPdUfwk29/XbrHmrB/dGjtx+M1ZOEjgu/r1uD/HLt9iztDOfP/KKNG7ImISbvuusnKKeHveAHp0FPd7P4ra1NUj/xLnz59n0qRJJCYmsmHDBjw8PEhPT+fdd99l5syZ1f7AqpBRmol3lg9+2X7YGtjS174PbzR5tUarVoIgEFGYyrmMm5zPuEG5Rs1Ah9Z81WYKrSwdq91ZKVRlnEmO4lj8La5mJdPLwYUZTdvza7/JooudZhYrOBYZwZHIcFIKCxnZrDnLBg2lU/2aZTC8S7lajV9MIidDI/GKiKW5gx0jWrvx8Yh+2JpVv0NIzMzn5NVwTl4NR6XWMKyLOz+/NYEmDWo+y6DVCly7lcRJ71tc8I+iQ0snZo7vQvcOjdGvog9sS1AA2w/uqXA8IzqSjrt2cfDgwXvHFixYwIIFCwBISkqiR48eAJSUlNw7Jzk5GTs7u3vnSMmT0NVdyrUqTqef4UT6KfrZ92FF26WSFD5dF3GCMIkeBLWCwIHYUH4I8b5d72rky6J9V3klJaz1v4hHVARvdOnOLAl8V6F3fFflGmmym5Wp1Ow8F8SfZwIZ27MVBxe/hJmxuC0hmTlFbPzzAtduJvHarL4M7Vv1VcDg9DRcf/qxwvHS+ASa37pF586d7x27X1Pw+HX1JDUlCAKXc/zZm3xAUt/VHzFeHE6+ygyXXnwtge8quiCbpUGexBfl8WnHQQxuKH62+VRMNCt8vWlmK6HvyjeAPy9fkywTZ1JWPmsP+hCWmMmiCb0Z2km87+pSUCzr//DC3tactYun0qRR1bPirvO/xIZrFRMypaUks3XrVrZv337v2H+5r8oqy2JP0n5iFLFMdZxEdwl8V5ezo1gT7oG1gZlkvqttkQH8cvMSY11aSea7WnnRB9+kBN7t3ovJLcRPsgXEJ7PihDf6enqsnTFGEt/VId/bvqt+bV3Z9+UcbC3E+a7yCpT8ttsPr8uRvDi5BxOGtavy89+lpMRK+yrlzVt0Tsl4Yn3VIwdZGo0GhULBwIEDSUpK4sUXX6S8vJyDBw+yceNGXn/99Rp9cGUUq4v5IWI18cXx9LLryYfuH9DQuPoCEASBmwXJnEu/wbmMG+jq6DCgXmsWt5lCyxoMrErVKs6nxnAk/ha+aXF0revEGJeWrO09DrM64h6A8kpKOBUTxdHICG5mZTDEtSnvde9FTydx/q1ytYbLsYmcuhmFZ1g0TextGdGmOe8P601d8+pvjcgrUnIqIILjV8JJzSlkSKfmfDVnKG0b1xflhYtJyOasbxhnfMIwMzViWL+WvPpCH2ytqy/W+R07s3js+ArHJ1+4xIwZM/j0008rfZ+TkxNZWVkAGN/nx3F0dCQ7O/veOVLyOHV1F0EQCMoPZlfiXpyMG/Jly0+pZ1T9rbH3U6wu+8eDoBQG/CuZSXwbeBZDXT1JfFcqjYYdoSFsuHqZkc2k812tPuPLxRhpspsJgsC5a9GsOXCBZo72/PHhDJzrWolqY1mZil1HAth7LJDxw9rzv1eHYGJcvYfVDg71ubDo/QrH/f392VaqZsOGDQ987+PW1ZPQFEC0IoadCbvRopXcd9XdThrfVV6ZkrWhvhyNv8UbrXqyqe9k0b6rW1mZLLngRW5pCUsGDqG3s7g0yVqtgEdoOKvP+NHeqT4H3phJQytx31tRUsZvd3xXswZ1ksR3FZ+cw/o/vEhOz2fhi/3p1dm12n3gW9168EHf/hWO9ztwhHnz5rFo0aJK3/df6atKNCUcSz2OV9YFhtYbzCuN54n3XSmyWBtxgoTiLEkK3wuCwJnkKJYHn8PV3Ia9Q2bTxFLcTqNStYotQYH8fi2Q6a3bcnb2PMxEZohOySvgh1M+hCSn8/7Q3oxs4yZ+oBqWwI/7vLE2N+Hnt6TxXR04EcyOQ/4M7u3Ozp/mYVFN31UPJ2eOV9JXeXjczi74zTffPPC9tamrR95tFixYwE8//cQHH3yAhYUFtra2uLq60qVLl3+sDEhBkVpBD9tuLGr2ZrUzmmkFLTfykzmXcYNz6Tcw1NNnkEMbvu8wi2bmDtW+qMo1GvzS4zgSf4tzqTG0sXFgdKMWLO82QvQsRUFpKadjo/GIjCAo/XYtq1lt2zHApbGorVB3V6xO3bi9YtXYzoZhrZvz1sAeNVoSLlOp8Q2N45j/LQIjk+nTxpVXR/egm7sz+iI8UYmpuXj6huPpF05JqYpBvdxZ8ckEmrk8mcJ0EydOZPHixWRkZDBz5kzmzZvHli1beO+991i3bh06Ojq89957kn7m49QVQLIymZ2Je8hT5fOiyyzaWLYWFU8raPFICWZj1Gm62Dblr15viS58er/v6qMO/RnTSJz5GOB8fCxLfbxoYGbBXxOn0txWpPlYpb4zyx7M1M7SZDeLSMrkh33eFChL+XzWELq5i0vFKwgCXpcj+XmbN+5NHdjy/Swa1LMSFbMmPG5dPW5N5ZTlsi/5AOGFEUx2nEBPux6it9sG5sSyOtwDY33pfFc7IoP4+cZFRji7cWb0Amwk8F2tuuSHZ1wMb3frybRWbUT7rq4lpbH8uBdaQWDllBF0aiRum7FGq+Xvizf55ehFerRyYe8Xs7G3lMJ3dZGzvuHMmtCt1nxXD+N576tu+678OJB8iJYWLfm29WJsDGpuPYDbvqst9xW+l8J3FZaXyZLAs2SVFrO481D6NRC3nU0QBI5FRfCd3wXa1avP4WmzcLIUWVC7rJxfL1xl99XrzO7RgWUTh2Es0ncVn57L6oMXiEvP5d2JfenfTlxil9u+qxjW/+GFUwNr1n87HRdHcQPVmlCbutIRBEGoyolqtZpz585x8eJF0tLSsLOzY8aMGbRuLe5h7X46d+5MQEBAlc+/mxXweGoQ59NvYqpvyACH1gxyaE1Ts+oPrLSCwNXMJA7H3+RUUgSu5jaMdmnJKGd37I3F3aCLysrwjIvBIyoC/5Rkejo6M6q5GwNdXEXVsrrrsTp5MxLviDia1bNlaKtmDG3ZrEYDK0EQCI1L58ilm3gGR9GsoR2ju7dkYPumorYtpWUWcO5iBJ6+4eTkFTOgpxuDe7vTqnn1V8LKy9UE+MfSs0/ze8fGjRvHzz//jKNjxYeSyZMns3LlSho3FlfzqDaobV117NSRdw+8j3/uVcY2GM3Auv3RF9nBXMuLZ1WYB3V09XjPfZTowqe3fVeX2RkVxFz3LrzSopvorbdROTks8/UisaCAz/r0Z4CLtL6r94f1Ee27yi1U8vNRP7xDYnltdHfG92ojavICICouk7W/n6NIUcbb8wbQsXXNB2y+vr7s27ePtWvXVnjtbp2sh61kPSkeR1/VtF1Thm4dyaB6AxhVf4R0vqvCVN5yG86geq1FTzB4pcSwJMiT+ibmfN5pMG5WNSvyfpcytZrfrwXxa9BVJrVoxcKu3UX7rtIKilh92pcr8cm8M7gXY9u1EO27CohM4od93pgY1uGDKf1p2Ujcav0/fFc9mjN/ei+sLGo+UO3Zsyfnz5/HsJLMcP369cPDwwMzs9pJRiOG2tZV6w6tmfjnFOroGjDTeTquZuL6a7VWw6GkK/wWc45+9VrxatPBogvf55Qq+THEm9PJkbzdpjczmnYQn9glI50lF85TqlbzRd8BdG0obmJFqxU4fO0Wa8/60aOJM+8O6U09C5ETDMWl/HrCH4/Lt3hpWBem92//f+ydZXhUx9uH72DB3d01uLu7FLcWb6nT9k+pU1rctRAITnENEjzElbiQhAhxd5fdnfcDhRcKQTKHYue+Lj5w9uyzc7L7O3Nm5vk9o5jvKj4xja9m96db+4J/38bGxnh6erJ48eInXnuRlaxXyQv/lYoUKcKQIUMYMmTIq2zPCxGfncqVKDdMIlzI1uYxomZ7tnWeS4PSBVsJCUpN4Nw9L4zveVOiSFHGNTDgwrA51C4tWSI2NxfTe4Fc9vfDLiyMLrVqM6ppMzYOkdvLKidPg3VACNf+KV7RpFplhhk0YeGQ3gUWU1xKOpcdfLlo702uRssH3Q049stHVK9YcB9Mano2t2z9uGbuTVhUEn26NuHLWf1o17L2S1cH1Gp1eLiGcOuGNzYWftRvWOWxQdbbyqvWVVR2NDp0rGq9jDJF5TxNkZlJbLt7Ba/kML5sOpShNdoq5rvqUa0el0fOo0ZJybSof3xXl+768UXnrnzUpp10WpRHeDSrLpuTo1HGd5Wbp+GYmRsHr99mZLeWnPtjFmVKyj2sJqVksvuYNVaOAcyb0oNRg9pID9jeVv6LvipPl8dSg9+lNruH+76r/YHmXAh3Ynr9XixtM1l6mwP/lHhWOJsSmp7Mrx0GMEAB39XVQH9WW1vSvHJlTk+eToPycqsLmf/4rg7buzGtS1tMxgxUxHe1+awVfmH3fVeDOyjnu6pauQxb/5xMw7pyA9W3mVetq6TcJEbUGEbXil3kv7e4u2z2u0ylYqXZ1nkuTcrI+Y9ytBoO+jmz644dH9Rvhemo+ZSTzGiKTk9jva011mEh/K9bTyYo5LtadcWCYoULs236GNrUlizsotVx1toTIxN7+rVtxOnfZ1FRYoIB/t93ZeHgz+yJ3fhgaLt3uq96a0q464QOy1hfzoY54J0cRr9qrfih5Qe0q1CvQCkaqbnZXArx4UyQJ6HpyYyp35KdfcbTskI1KYFn5uVhdi+IS/5+2ISF0KlmLUY2aca6wcOkZv1y8jRY+Qdz1esulv7BtKhRhSGtmvD9sN4F8ljBfQFZegZhbOOFW2AkA9o15pdpA2nfuFaB/wZarQ5H92BMTD257RFCl7b1+XBcV7q1r//CBsZHCQ6K48pFV8xN71CxYmkGDGnFjIMfU7Wa3AD4faFmiRrMqj9DKkaGJoeDQRacDXNgar0eLGk9keKF5R6IHviuihUqzK4+E2hXWWHf1YzZ0nvHPVrdTKn9riw8gth4xoL61Sqy7/sp1C/gvnEPeHQPkcG9W3Bk61zKlpYbsKk8nyr6VaQGWE9sc9BzAZUV8F1t9rDmUsgdvjTowUdNOkpPMHjHxrDcypzk7GxWDhxMzzryvqtLHr5sumFNh3q1OPvFh9RU0Hc1Y1BHVs4djr7kLHtweALbDpgREZ3C17P70aPjy/uuVF6OGiVq0K1SV6kYwemxbPG7QmhGPN80H0HvKs2V812VrcTJITNoVFZyq4+8PPa4OrHfzYXpBm0V8V2FJ6Ww4aHvqjcjWiswwXAnhI2n7/uudiwYT9PachMMeXlaTl9x4cg5x/eqr3rjB1l5Og1XI935+54lxQsXY3r9nqxp9yElirz8j1IIgUNsGCcD3bkZ7k/P6vX5olV3+tRsKFVqM0ejwTzkHpfu+mIREkyH6jUZ3qQpqwYOpnzxgs92PCheccXrLrd8AmleowrDDJry04i+VC5d8CouMUlpnLPxwtjGixoVyzC+V2tWzxtByeIFF3p8YjqXTD25eNODCuVKMmpQG378YihlSr28iDIycrAwvcO1S+5ERyczdERb1m39iLr1n/1Qs9/GmaNep544HuHtz7qXbsW7gR4Fv9FqhQ6TCBd2+t+gc6VGHOm5gGpvmO/q3/tdKeG7enSWXanqZnfD49hw2oKE1Ax+mjqAHi3rS8V7dA+R2tXLK5bLnpurodgjhQHcw6JosXjTE+dlRYQw4t3vH18JtxMC2eRrQukixdnYYSYtJLc5eNx31VwZ31VGBhvsrLkVHMS3//iuZGfZXUMjWX3FAiEEGyaPoIOCvqserRoo4rtKScti3wlbTG18mTG+K+N/bC/tu4qOSqZ6jfKPHdthZo+RjcsT54YEh0t91vtKSm4mewJNuRrpzuyGfVnb/kOKSqbF30mKYbmzKQnZGfzZeQh9asj7ri7e9WWtrRXtqtXgvEK+q10Wjpx08mSmQr6re9GJbDpjSUhMEt+O762o76purYpsXzaVepJ9VU5OHvr6j1+nQ1DYU/uqdP87zGn6arcreRZv7CArV6fhbKgDh+9Z0aB0Vb5vOZrOFQv2ZcdlpXMmyIsTgW4ULVSYKY3a8muHgVIbL+ZoNFiHhXDZ/y6m9wJpVaUao5o2489+A6Vm0LU6HY73wrnk4YupTyANKldgmEFTvhvUk6oSebU6ncD2TjAnLdzxCIpkaKdmbP1yrNTshBACL79ITl5y5rZHCIN6NmfVj2Np2rBgOfABd6M5e8IBW6u7tOtQnykzetCle6MXXgGb07Mji6d88MTxiT42BWrP+8yDjU+LFy7KuvYfSfuu0vJyMPSy41iAK3Obd2FD91HSvivf+DhWWlkQlZ6myH5XOp3goocPm2/Y0KFeLUWqmyWmZmJ4yZZbrgHMH9mNCb3l0/iCQu/nssfGK7eHSFhIAkbbb1Kpchm+/WHEw+Nt69Rgy7Lvnjj/gSdL5cUJy0hgq98V7qZFsaDZMAZI+q6EEJhH3vdd1SpVjqODptNUAd/VPjdn9rg4MbGlATdnzKWsRGo7QGRyKhuvW+MUEsF3g3syuo2878rRN5QNpy0oXUKfzV+MVcR3dfaqG4fO2NOve1MOb5kj5bsCSEpM54CRBXbWdzl56XENfdG/G98N6/vEe/paGkt95vuGRqfl7D++q/7VWnGy97dUKCY30I7LymCjhyU3wu/ybeveTG3cTr6wS3QUyy3NyNVq2ThkhLTvSqvTcc71DltNbenRqC7nv5oh7btKycjGyMSeK44+zBnWhfXzR0n7rgKC49h2wIyEpAy++3ggXSV8V3D/nmd2w5u9hrc4cu7xCpxdG9bh0uIn+6oHnqzXxRs3yBJCcCvGi61+V2lYuirrO8wo0IamWp0O88hATgS64xAbxtDaTVnffRQdKhc8FS5Ho8EyJJgrAXe5FRxEs0qVGdGkKT/27E3VUgX/gQsh8AiPxsTTj6ted6lcuhSj2zbnqwHdqSG7UVxWDpfs7nDK0p3ixYoytX871nwyUmq2Q6vVYeUYwNHzt0lOzWTSyI789MVQSpUsWGfs6RbKsUM2BAXEMm5yZz75chAVKsrtt6BSMB7sd3UnJYKvmg1lcPU2Ug+CWp2O00GebPSwpFf1+lwZ+THVJfe7SsjMZJODLdcC7vJVl25MN5Df78olJIJVVywopKfHxikjaV9XMn1Ro+WYmSsHrt1meJcWnPtjNmULsKr7KDJ7iORHSnImh/dZYXbTm8kfdmfspM5S8VSeJD0vm31BZlwId+Kj+r1Z3naKtO/qbnIcK1xMCUtP4beOA+lfU362+UqAP6ttLGhZuSpnJk+nvqTvKiMnl73WThx1cGdal7b8+cEg6RXh0Nhktpy1xC88jm/G9WZQhybS123vco9tB8ypVkUZ31VuroZzJx05ecSOwcPbsO/Yq9k64H3HLu4um31NqFy8LNs7z6NxGTn/UY5Ww35fJ4x87BnXwIBboz+lbDHJwi5paayztcIuPIz/db/vuyokmcbneC+c1ZfNKV6sCNunj6G1pO8qT6vljJUnu03s6d+usUK+qwx2H7PByjGA2ZO688GQttKTi753IjDcfIPcXA0//v7kZPqbyhs1yMrS5vKV0z4Sc9JZbDCeTpUavXSMe6mJXAj25mSgB1VKlGJa4/Zs7DG6wPtZZeTmYhkazPXAAMyCg2hRuQrDGzflp159pAZWAH7RcVzy8OWq112KFCrMyDbNODhnIg2qyPk0AIKiEjhm5sp1p7t0b1mP3z4cJOW1gvuG/WsWdzh6/jalS+rz4dgu9O7S+KWLWDzgtn0gf++1JCU5k8kfdueP1ZMeS1VS+e94dOPT6fV7KbLflX1MKMucb1KySFFF9rvK0Wg46O6KkfNtPmjeghsz5kil48I/e4hct8Y9LIrvBvdkZOvm0r4rc/dANp+1ol61Cor4rnLzNJy54sqRc44M6tWiQHuIPBEzV8P507c5cdiOvgNbsvfoZ5QrL9exqjyOVui4EO7ELv+b9KzSjOM9v5H2XSVmZ7LJw4rLoT58ZdCTj5p2kEp1B/CKjWGZpRlpubmsHjiUHnXkthB4sCK86YYNnRTyXaVl5bDnsgMX7byZMbgjK+eNkPZdBYXG89dBc6Ji7/uuuneQ810JIbC28GP3Xzep17AKW4zmULuOfF+u8jj30mPZ4nuZsMwEvm0+gl4K+K6uh99lpcstmpSrzOkhM2iogO/KyOU2B91d+bB1W27MmCPtuwpLTGb9NSs8I2L4fmhvhhvI+65s7wSz4ZQFlcuVwvCbCdK+q9w8DadNXDhifJuhfVsq4ruKj0tlr6EZLk73mDO/H4OHtynwM+fr4I16oo3ITKR/tVaMrd2ZIi/RccRnZ3ApxAfje15EZKQysl5zjPpOoFXFgo3wo9LSuBUcxM2gQJwjI2hbvTqDGzbml159qVJKboXlXnwS17zuctnTj/ScXEa0bsaWqaNpUaOKtGC0Oh1Wnvc4buZKUFQCE3q34cySWVQuJ9fmzKxcLt704PgFJxrUqcyi+YNpb1CnwO29FxiL0V83iY5KZs78/vTs2+ytEs27hO6fjU93+t+gS6XGimx8GpqWxCpXMzwSovi5fX9G1pPf9PFqoD9rrC1pXLESJydNpWEFuYeX9OwcjCxvc9LJkxnd2rFy3BDpXPa74XGsP2VBYloGP07tr4jvytIxgB2HLKinUC67EAIrM1927zClfsMqbNwx87leR5WX51Hf1eaOswqUjfEouVotf991Zoe3LSPrteDm6PlU0JcbFMdmpLPezhqL4GC+7daDyS0NFPFdrbpsjp6eHpsUWBHW6nQY23ix85IdvQwacHLxTOn+LCUti73Hbbhl68fMCd0YP6yd9IpwgF80hluvk5qSxbc/jqBDZ/kUXpXHScnNZHeAKdej3JnVsB/rOnwk77tKjGGZy00SszNZ3mUYvWvIp7NduOvLWhsr2levwYWpH1G7rGSV6uwcdlk6csrJi1k9OrBm4nCKS04wPOq7+m5CH/q2kZ9gsHQMYPtBc+rXroThimnUrSXXR2dn53HqqB3nTt5m5Nj27D/2OSVLyaUuvw7eqEFWozLVmVi32wudm5KThWlEACYhPtyOC2dgrcZ816YPPavXf+n8WY1Oh1t0FFahwdy6F0REWir96jVgYotWbBk2UjonPSQhmated7nqdZeEjEyGtGzC76MH0KFuLencdLjv+zhv58UZK08qlinJ1P7tGNyhKUUlO47k1EzOXnXj7BVX2reqw+qfx9GsgH4rgJioZA7useC2XSDTZ/di9PiO0p3bqyI6OpotW7ZQrlw5evbsSe/evR++9scff1CmTBni4+OZPHky7du3f40tLTjuSSFs8LlE0UKFFdn4NC0vhx1ethwPcGNeiy5s6jFaanNtuD/LvtzSnJScbJYPGEyvunLVzbQ6HWddvNl2y06xXPbE1Ex2XLTF3D2Q+SO7Mb6XMvtdbd1vRnJqJgs/GUSXdvWl4gH4+USyc+sNMtJz+O41PQi+67p6Fb6rWxEBrHC5RZ3S5Tg++COalJMbFOdoNOx1dWavqxOTWrXmxow50n1cxD++K5eQCL4b3ItRbeRWhAEcfEPZeNqCMiX12fbVOJrXkdusPi9Py7lr931XA3o048jWuZSTXBFOTEhnv5E5Djb+zJjXhxGj21O4yH87Yfiua0qj03ImzIF9gWYMqGbACYV8VxvcLbgZ4c93rXszRSHf1TJLM/J0OjYPG0HnmvK+q7Mu3mw1taVXk/pc+GqGlC8fHviu7Lji6MucYV3Y8Olo6edE/+BYtu03Iyklk+/nD5buqx74rvYY3qJ5y1ps3zeXGjXlUpcLglK6euWDrAsXLuDr60teXh5NmzZl0qRJ+Z77vFtybFY6N8LucjXMD7f4SLpVr8fIei3Y2msspYq+3FJsSHIy1mEhWIUGYx8eRq0yZeldrz6L+/SnQ42a0oILSUjmxh1/rnjdJSYlnSGtmvDziH50rFdTerYQ7v8Q3YMiOWXpgZXnPfq3a8Saj0fSqr5cfi5AaGQiJy86c9PGl37dmrJjudysREZ6NscO2XL5gitjJnTkwMkvKFXAJWQhBHec73HlqB3fb/zwsdf+vunMKYcnqwvec/Xn2LFjj+1OP3/+fObPn5/v5+zZs4fx48fToUMHJk+e/JjAOnTogIWFBS4uLjRs2PA/77heRlNPIyYrmW13r+KWFMJXCux3pdHpOBnoziYPK/rVbMjVkR9TTdJ3FZN+f5bdMkS5WXaHoDBWX7GgZLGiiuSyP7rf1YiuLTi7ZJa07yohKYPdx6yxcQpk7uQejB4sXygjIT6NfTvNcHIIYtbHfRg6qt0Lrxx73ouiw+dPVmzKiAmhRuIdOnXq9PDY8zQF766u0vOy2RdoxsUIZz6s30sR35VfchzLnW8SmZmqoO/qLqttLGlZpSpnJ39IvfLlpdqYkZPLHisnjjm682HXtiwbO5iSkivCobFJbDpjSUBEPN+O78OA9vL7fNm5BLHtgDk1qpRj659TaFhXbqCam6Ph7AkHTh2zZ8iItuw79jmly7y49o0u27P/+pPVBf39w9m3bx+HDh16eOx97qts4/zY7HuZasXLKei7uo2RjwPjG7RWxHcVmZbKOltr7MPDWNi9J+MV8V2FsfqyBSWKFWXHhx8o47uy9GD3ZQcGtG/MmSWzqFBGbiU8Mfm+78r6dgBzJndnzGB535WPdwSGm6+j0Wj56fcPaNP+xSdVb/uFPbWvSgm5Q4tCUa+tr3rlg6yOHTsyZswYUlJSmDdv3kuJTAhBYGoCphEB3Ai7i39qAv1rNmRak/bs7DPhpQZWydlZ2IaFYR0ajE1YKFmaPHrXrc+wRk1Y1m+QdBqgEAL/mASueN3lpk8AyZlZDGjeiEVDe9OpXm3FNltLzcjGxMGHs9aeaLQ6JvRuzQ+T+1NO8uFOCIHbnXBOXnLG0zeCD4a05ciWuVSqUPC/S2ZGDhfPOXP6qD3dejXB6O9PqFylYKlokSHx2N/w4sZpR/JyNIz4sMcT58wY1JGfZz+luuBEG6ZNm8Yvv/zy1NheXl789ttvjx2rUKECVapUoXDhwqSnpz/22v79+zl+/DhRUVFoNJoCXY8MBdVUliaXw8FWnAixZVLdbvzaanyBtkJ4FKuoe6xwMaVcseLs7z8ZgwKm6D5sY14eu12cOODuwtRWbbg5Y47Uxt0AwQlJrL9mhW9UHN8P7c3QVvJm+VtuAWw5Z0XD6pXYv2gq9arJzbTl5Go4ecmZ4xecGN6/FUe3zS3Q9gePxczJ4/QxB84cd2D46HbsO/45pV4y3aJ1gxps2ZJfdcFcduzYke973wddaXRaLoQ7YRRgSq+qzTnW6xsq68tNMNz3XVlyJdSPr1r35MMm7aV9V56xMSy3NCM9N5c1A4fSXQHf1QX3O2y+aUuX+rU59+VH8kWaMrPZc8WRi3bezBzcidUfj1TGd3XAnJj4VBbM7k+3DnIVSIUQWJv7YrTdlIaNqrJ19xxq1X75Ccj5I7rx9binVBe8Y8zcuXNZsGDBU971fmgKICg9hi2+V4jITOTb5iPoWaWZ9Pd2Lewuq1xv0ax8Fc4MmUmDsnLpbJl5eRg53+aQhysftW7H8hmDKKWA72rdNSvuRMaycEgvhingu7LxDmbjaQuqlCvFzm8n0qSW5ARDnoZTJi4cNb7NsL4tFemr4mJT2Wt4CzfnEGbP78uQEW1feiW8c7M6XHhGdcGlS5fm+95XqatXPsiqVet+Lvq5c+f4/vvvH3vNyMgIIyOjh/+Pi4sjW5OHQ2woZpGB3IoIRKvT0b9WI7406EGP6vXRL/xiTc7RaHCNjsI6NATrsBCCEhPpWLMWverWY1a7DjStWEn6xyuEwCcqjut3/Lnu7U92noahrZqw9INBtK1dQ5FUwAef4xoQwTkbLyw8gujZqj4/Tu1Pxya1pa8hJ1eDqbUvpy67kJOjYeLI9iz5diTF9Qs+G5mamsXZEw5cPOtMh04NWPfXDOo3fDlDpRCCoDuRWF9xx+66J6mJGXQd1Ir5i8fSrofcQ/K/MTAwwNjY+LFjy5cvJy4ujrp161K69ONL9JmZmejr65Odnc327dvZtm2bYm15EV5WUzqh42qkOzv8r9OmfF0Odf+KmiXlBgV3k+NY5XqLe6mJ/NR+AEPryHUGOiEw9r3DBjtr2levqcgeIilZ2RiaO3De7Q5ze3ZkwyR5s7xPaAwbT1uSkpHFL9MG0q2FXPqiEIJbtn7sPGxJ4/pV2blyOnUkUyMeLXPbrEVNtu+dS41a/326xbuuK8eEADb7XKZs0RJs6TSbZmXl/EeP+q5G12/JzdHzKa8vl8726Irw/7r1YKICK8LOIRGs/qcS5+apo2hXR24PGo1Wh7GNJ7tM7Olt0FAR31VyaiZ7T9hiZuunWCXOAL9odmy5TkZ6Nv/7aSTtO8n5dwrCu66p5NxMdgfc5EaUB3Ma9Wdi3a7SvivvxGiWOZuSnJvFyq7D6Vm9vlQ8nRBc8PNlna0lHWvU4uLUGdQqK7mhdnYOOy0cOePixazuHVirgO8qKCqBTWcsCYtL5rsJfejTWjnfVcO6lTFcOY26NRXwXR2x49yp24wa24H9xz+nREm5gWpBeJW60hNCiFfR6EcxMTGhTJkyNGjQgDp18t9vp3KzRtRY+gXNK1SlX81GDKjVmOblX7wgRFBSItcDA7AOC8E9OorGFSvRs049etWtR/vqNdAvIj+mFELgFRHDRXcfTH2DKKQHQ1o1YWirprSuVU3Rh//k9Cwu2t/hnLUn6OkxvqcBI7u2kF7mhftpSeeuunLhpgeN61Vl0qgOdG3XQGpgGBebyoUzTpicd6Vn32ZMndHjpWb5hBDc84nEwdQb8wsuZGfm0mdUO7oPaU2zdvWemeL0wQcfsH37dmrXfjIPeuLEiaxbt44GDV68U4yKimLLli2UL1/+YT7u7NmzOXDgAEePHiUiIoLg4GAmTJjAgAEDXjiuUryoplq2a03nHZ9RSE+P75qPpE0FuUFBXFY6mzysuB52ly8MuvNRk44Ukyyf7hAexgprC4roFeLXPn3pWENyc1atluOOHuyycGRQy0Z8NaC71ObdALHJ6Wy/YIOtdzCfjurO2B4G0qvTd/yj2HbAnOycPL6e1Y8OreVWFwDueIWzc8sNNBotny0Y/FLpFv/G2tqaU6dOsWXLlidee7BP1rNWsp7Gu6Kr6i0b0M3wC75pNpx+1VpJP7yYRgSwwsWUBmUq8kuHATSW9F1la/L+8V05M6VVa77o1FV6RTgiOZUN16xwDY3kf0N6SVfiBHDwCWHDaQvKlSrB95P60kwB39XZq678fdaBgT2bM3dKD2nfVUJ8GgeMzHGwDWDWx30ZNvrF022fRo8ePTAzM0P/Kd9H3759MTExeeKh7lm8K5pq1KY5jTfPYFD11nzSeCDli8nds+OyMljvbsGtiAC+a9ObKY3ayhd2iYpkmaU5WqFjcZ/+dKopv6H2A99Vn6YN+GZQD6qWUch3dduPucO6MKVvW3nf1T8e4ZS0LL6e3Z/ObeWeI3Q6gdkNL/buNKOlQW0++WIA1f61YffLYGxsjKenJ4sXL37itRdZyXoaSunqla9kGRsbs2bNGtq2bUtaWhpHjhzJ99wK+iWwGvvFC8/eaXU6PGKiuREUyI2gANJzcxnUsBFz2nWgc83a0mbeR4lISuGShx8X3X3I02oZ064lhh99QJOq8itijyKEwCMoitNWHlh4BNG3TUMWfzSYdo1qKvI5AcFxnDRxxtLBn0E9m7PtzynSFcsC/KI5cdgWZ8cgBgw1eCmjolar447TPeyue2J7zRM9Peg6sBVfr5xMy471KZTPTTE1MY2yFeXSU55FjRo1WL169WPHDhw4AMD06dNf2ee+CC+jqcTcdKbV78mQGm0opFfwDiYjL5fdPg4c9HNiQsM2isyyByUlstraEp/4OBb16MXopvKleG/5BrHumiW1K5Rj3+wJNK0u97CalZPHwRtOnDB3Y1xPA87+MZsyJeTuK9FxqRgdtcLZM5RPpvZieP9W0tU1oyKS2LvTDG+PMGb/U+ZWqZV0JXlXdFWicDFO9PpW2nflmxTLchdTYjLT+KPTYPrWfPltSx5FCIGJvx9rbKwwqFqNcwr5rnZb3ea4owcfdWvH8nFDpH1XITH3fVdBUQl8M743A9rJ+65snIL466A5tauXZ9vSKTSoI++7OnPCgdPH7Bk6si37j39eYC/xq+Rd0VSOVsOOzh/TqIzcxtKP+q4mNGyN6ej5iviu1tpa4RgezsIevRjXvKW07+qBR7iUfjF2fjSWVrXkrvtR39WgDk3u+65KSxZ2SX7cIzxqkLxH2Mc7gh2br6PT6vjlj7EYtJWfXHwVKKWrVz7IGjt2LGPHjn2hc8sVK/7cBzchBA4R4Zz09sQyJJjKJUsyqGFj1g8ZTuuq1aR/+I+Sp9Vi4uHHaWcvAuMSGGbQlKUfDKJ9XWUGPI+SnavhksMdTlq4k5OrYWKfNiyc2JfykiKB+3+z2+4hHDF2JDg8gfHD2nP8r3lSO9rrdAJnxyDOnnDgXmAcE6Z25dufRr6Q50MIga9rCJaXXLG85Eb5SqXpMbQ1S3bPo37zGvn+bWNC4rh11Br7S04Ee4VxPuXQU89713kZTdUuWYlhNdsV+LPydFpOBrizxdOaHtXrc3H4HGqXLl/geHB/M+FtjnZcuuvH/I6d2TZ8lPQqs3dEDGuvWZKYkcWvI/vTu0l9qXhanY5L9j4YXrSlfeNaHPl5OjUryaUvZmblcvicI8bX3Bg7tB3Hts2jZAm51IjU1CyOHbTh+mV3xk/uwve/jqZ4cbkH4PeVl9FVJf0yUgOshH98V1fD/Fhg0ItpTdpJ+648YqJZZmlGtkbD+sHD6Fo7/1WDF0GnE5x3u8PmmzZ0a1gX4y8/oroCvqvdlx24ZH+HWUM6s/aTkRST9l3Fse2AObHxaXwztz/dO8hVzRRCYGnmw57tpjRqUp1tu+dQswC+K5WX01T1EuWlBlhCCK6E+bHa1YwW5atyduhM6peR913tcnbkbw83ZrRpx4r+g6V9V6GJyay7aoVPVCyLhvZmiKRHGMDG6x4bzlhSvUJpdn07kcYK+K5OXnLm2Pn7HuEjW+V9V7ExKewzNMPdNYQ5n/Zj0LA3cyJQad6oEu7PIkejwcTfj/1uLmTm5TGrbXsWdu8lnQv7NHI1Wi64+2Bk4UjN8mWZ27MjvZrUp9grKDeenJ7FKUt3Tlq406pedRZO7EvnpnUU+fHdn90L5OBpe7Kyc/loXFcG9mxO0aIFv468PC1mN7w4dcSeQoX1GDupM3+umfxCmwiHBsRw65wTZsbO6BcvSu+R7Vh99AvqNM7/xhoXnoDVaXvMT9oQ4R9Nn4ndmPnHZFr3afnEuccu3Oa86fEnjvva3325i1S5vzdVmB/r3CyoWaose/tNonUlOe9FtiaPfa4u7HV1YnTT5lyfMZuKJeRSXyOSU9lywwb7e2F81b8b4zvIp/E5+ISw6awVJYoVYe0no2jTUN5zcsnUk/0nbOnUph77N8ykWmW5+1ZOTh7Gp25z6qg9vfo1Z/fhT6lYSS7NJOJeHImxqbTu+v+rKd53I+k1Yf0T56YlhtKzhdTHvZfkaDUc9HNm5x07xtZvhemo+ZSTXBGOTk9jva011mEhfNetJxNbtJJOi3IKDmf1FQuKFC7M1mmjaauA7+qstSdGJvb0bduQU7/PpFJZuXSwpJRM9p6wwdzuLrMndWfsEHnf1V3fKAy3XCczM5eFv4ymXcf6UvF0Oh32N7zpMbT1Y8f3n7Ll8DnnJ873vBMu9XnvK16J0Sx1uklqXjarFPJdnff1YZ2tFZ1q1eLitBnUKiO5oXZ2DjstHDjr4s3sHh1ZP2m4fGGXqAQ2nLYgMj6V7yb2obeBfGEXSwd/th+yoFHdKop4hLOycjl91J5zp24zZnxHvvlhhLTvKjIknpr1Hh9IOnuGPrWvSozyYeIgubROGd74QZYQgr2uzux2caJ55cr8r3tP+tZroOiK1aOfdcHdh62mdtSrVJ6V44fQqb7cXgf5EZ+Swb6rjlx29KF/u8bs+nYiDWvIpe09QAiBlWMAe0/YUqiQHrMmdKNP1yZSA7fMjBwuX3Dl7AkHatetxKcLBtGxy/ONlOkpWZieu83N07dJikuj3wcd+N1oHg1b5r8amJudy7X9Ztw8YkWYbwQ9xnRmxu+TaD+wNUWecVOaNqYzi74Y98TxiRPtX+5i33McYkJZ7WpGrk7LH50H06eG3Mzw/xe1sKFNteqcmjRNejPh1KxsjCxvc9rZiw+7tmXJmIGU0pe7cQdGxrP5rBUhsUl8M7a3IqWj7V3usf2QBeXLlWDtr+Ol9pmD++m1N696cnCPBU2b1WCT4Szq1JO7b8RFJXN06zVsr3kye9HIxwZZrZrWZMuW7594zwNPlsqLIYTgRrg/K11MaVSuMqeGzKBRWbnvLSsvjz2uTux3c2GaQRtuzphLaclZ9vCkFDZcs8I9PJqFQ3oxorVcVTcAuzshbDxtQYUyJdmxYDxNa79cEaR/k5en5fQVF46cc2RQrxYc3TqXspK+q/i4NPbtMsO5ANsc5IfX7SCMlp6jUOHCTwyy5kzqwWcf9X/iPX37XpT6zPeNuKx01rlZYBYZqJjvyjkqgmWW5gBsGzFK2iOs1ek44+zFtlt29GnagPNfzZD2XSWnZ7HLxJ5rTn7MG9aFyQr4rvyCYth2wIy0tGx++GwIndrI+65uXfdi385btGpdB8P986R8VwAZadkc/+s61044cNJtxWOvdWxdl8WLn+yrHniyXhdv9CBLCME6W2ssQ+5xeNwkmlRSZhDyNFKyslly/iZBcYmsnzRceqf6/MjIzuXvm86cMHdjVLeWnPp9JlXKyQnuUbzuRrLjkAUZGTl8Mr03PTvJVZSJj0vD+NRtrlx0pUOnBvyxejJNmz9/VvOuRyiXj9hic8WDDn2aM+fHUbTt0eSZHVdWRjbXD5hzYo0xDdvW48NfJ9B+oAFFJfP/VV6Mu8lxrHEz525yHAvb9mFMffn9PqxCg1ltbUnxIkUU2aAxV6Pl+G13dlk40r95I0U2aIxLSWfnJTvM3QKZO6wLGz8bo4hR+K+D5sQlpPPFzD707CS/x5GDbQB7d9yiVBl9fvlzHAZt5NLBUhLTObnDlOunHBk+rRt7bv1MmfJyqwsqT3InKYblzqYkZGewtMtQ6UkLIQQX7/qy1taKttVqKFKJMyMnl10Wjpx08mRG9/asHD+UEpL33eDoRDaesSQ4JpHvxvehX1t5DVjfDmT7QXPq1KzA9mVTpf3ED7Y5OHvCgeGj2xdom4N/ExOWyL7VF/FxDWb2D6PoN+bt2wD4TSdHq2GvjyN7fB2Z2LCNIr6riLRU1thY4hQRwfc9ejFWAd+VfVAoqy9bULq4vmK+q1MW7uy54sjgDk0V8V0lJGVgdNQKO5cg5k7pyeiBraUnGO54hmO45TpCwC9Lx0v3VVqtjusnHfh74xU69W3Bzus/SMX7L3mjB1k7nR25FRzE0fGTpNOKnoVraCQLT15mUItGrJkwTHoJ92kIITC28cLwoi2dm9fl8E/TqVVZrmN8lKjYFHYcssDLL5KPp/VkWF85M310VDInDtticfMOA4e25q+9zy9modPpsLzkxrm9FiTHpzFieg+MTH+mQpVn5/HrdDr+/vMUF3Zcw6BXc5ac+Z5mnRsXuO0qL0d0ZhqbPCwxDQ/g81bd2dF73AtvlZAfPvFxrLG2JCQlmUU9ejO8sfzeVNe8/dl0w5p6lSqwf/ZE6aIWmf9MeBw3d2NM91ac+2O29GbCMfGp7D5mjaNbMLMndWfMoDbSKUw+3hHs3m5KSnIm8z7rT/fecuXyszJyOLvHnAsHrOg9sh07r/9ApWrK3YtU7hOXlcFGD0tuhN/l29a9mdq4nfQm927RUSy3NCNXq2XjkBF0qSU3aaHV6Tjneoetprb0bFyP81/NoJrkpEVqRjZGl+257OjLnKGdWT9/lLTvKiA4jm0HzEhISue7jwfStb1c+XQhBOY377BnhynNWtTkrz3y2xxkpmdzcocpl4/a8sHs3ny3fhrFJT2XKo8jhOByqC+rXc1oVbGaIr6rjNxcjFxuP/RdrR44lJJFJQu7JCSz7qolfjFxLBrah8Et5bMirL3usemMJdUrlmX3dxNpVFOu/3tib8at8ygtOcEQG53CHsNbeLqFMvez/gwc2lra+uJu68+upcaULKPPn/s+oUlruQHbf80bO8jK02rZ7eLEhakfvdIB1iV3X1ZeNmfFuMH0by5X2Sk/IhNSWXb4BulZOWz5ciwt6srNZjxKTq6GYxduc/KiMxNHduDXr4dL7XEVFpLAsUPW2NsEMGLM/Zm98s/ZkFir1WF71YMjW65RvKQ+074aTOcBLV9okCeEYOsXewj1CWeb/UpqNpLbzFYpMjIy+Omnn6hWrdoTm9S9K6Tn5bDT254j/i5MbdyOW2M+lZ4NjEpLY6O9DebB9/iyc1emt24rXeLdOSSCtVctydNoWTJmID0ayaUxaHU6Lth6Y3jJjo5Naisy4ZGRmcPhc46cv+7OB0PacmzbPEqVlOuwwsMS2bfTDB+vcGZ+3Ichw9tSuEjBH9I1eVquHrfn2LbrtOnWmE3G3z6R1/6qeR90db+6mRNGPvaMb2DArdHK6GqdrRV24WH8r3tPJrSQX2V2vBfO6svmFC9WhO3Tx9C6tty9N0+r5YyVJ7tN7OnfrjGnF8+kokRxJYCklAx2H7PB0sGfOZO688HQdtKeS787kezYcp3cHA0//P4BbSW2OYB/UnjP3ObQ+su079WU7VcWUUUyLepleB80BeCZEMVS55uk5+WytttIuleXTGf7J419va01nWvVVs53Ze7AWVdv5vToyIbJ8nszBkbGs+G0JVEJqfxvYh96KeC7Mre/y45DFjSup8zejFlZuZw4bMuFM86MGd+R734cKe+7Co5jz8qLBN2JYO5Po+g9sp3iBeeehVK6emMHWQ4R4dQtV57aZV/NDKtOJ9hhbs851zscmCM/K54fxjZebDW2ZsagDswY1Em6g3gUB9d7bNpjSoM6ldmz9iNqVitf4FgR4Yn8vdcSJ4cgxk7qzMGTX1Cm7POXoW2veXJg7SVKlinB3J9G0bl/y5cSwr5fjnLXOZB1pksoJdkhK0lqairDhw/HxcXlide8vb2xsLBAo9HQuXNnunfv/hpaWHA0Oh3HA9zY6mlN7xoNuDRiLrVKyeksNSeHXc6OHPPyYJpBG0xnzpXeQuFeXCIbblhzJzKWbwb1YHSbFtKzYjbewWw5a0npEvps/GwMBvXlHiw1Gi0Xbnpw4JQdXdrVV6SoRVJiBof3W2F+05sJU7vyw+IxUhUDhRDYXvNk/9pLVKlRnj/2fvzaZgPfZV0JIbgWdpdVrrdoWr4Kp4fMoKECvisjl9scdHflw9ZtuTljjnR1s7DEZNZfs8IzIobvh/ZmuIHcyijc19XG0xZULlcKw28mSPuucvM0nDZx4YjxbYb2bcnRbfMoK1k+PT4ulb2GZrg43WPOP9scyKZFeToEsmvpOYrpF+V3o7k0ayf34F8Q3mVNAcRmpbPOzRzzyCD+17YPkxu2kS/sEhnBcitz9IC/RoymQw05e4hGq+OMixd/3bKjb7OGXPhqJlXKSBZ2Sc9i1yU7rjvf5ePhXZjUty1FJScs/YJi2LrPjPSMbH76YhgdJfdm1OkEptc82bfTDIO2ddh54GOqVpecsEzN4vj2G1w/6ci4j/vy09YZFHsNFXOV0tUbO8g6dceL0U2bv5LYOXkafjp7jaiUNI7PnyothqeRp9Gy5oQZrgERiiztPkpCUgZb95txxz+K/308kO4dC57jHxebyuF9Vlhb+DJ2Ume+/n74C+WkJyekY7TMmLvuoXyxdALtexWso77rEsTYr4YrMsA6fdQOE2O/J457+Plw7Ngxzp49+/DY/PnzmT9/fr6xatSogZ/fk7EAVq5cydChQ4mNjaVVq1bS7f6vEEJwKyKAVa5mVCtRmv39J9OqotwgI1er5YinOztuO9CvfgMuTZtBTcnZwIT0TLab2XPFy4+5PTuxftIIikvOBvpHxLPpjCWRCSksGNeb/gr4Q2ycAtlxyJIqlUqz/tcJNJUsapGdncfZEw6cOe7AgMEG7D362XNXkZ/HXY9Qdi8/T3pqFp//MZ6OfV7unurjHcHgHsufOJ6SFkbJSn506tTp4bHnaQreTV0BeCdGs8zZlOScLFZ0GUavGnLpbDohuOB3v7pZhxo1uTh1hnQl3fTsHHZaOHLa2YtZPTqwZuJwaV3di05k42kLQmOT+W5CH/q2kfMACyGwdAxg+0Fz6teuhOGKadStJZcOlp2dx6mjdpw7eZuRY9uz/9jnlJRMi4oKjWfvqov4e4Qx58dR9B3d/qWu+/A+S47//aQZ38MrlH379nHo0P9vT/I+9lXwz4bavrfZ6+vIJKV8V6n3fVfOUREs6tGbMc1aSK8I2wWGsvqKBWVL6LNzxlha1ZT0XWm0nLRwZ+9VR4Z0bMrZJbOkt/KJT0rH6Kg19gr6rrw9wzDcfAOA35aPp5XkxJ1Wq+PaCXsOb7xKp/4tMLy2iIpVX3zA5uYc/NS+Kj7Jj1qNkl5bX/VGDrJiM9KxCLnH0n4DFY+dmpXNF0fOU7VMaQ7OmfhK/FdJ6Vks3HmB8qVLcPCHqZSW3Lz0ATqd4OJND3Yfs2bUwNb8/OXQAqcGZqRnc3i/NdcuuTF8THv2n/iCsi+wcgVgft6FnUvPMWBsR/4yWUhxibSoXmO7cPuaG0Nm9StwjAdMnN6db3+Y9OTxiW5MmzaNX3755anv8/LyemI52MjIKN/PcXZ2Zv369YSGhrJp0yaWLFki1/D/AK/EaFa53CI2K51fOwygX025QYZOCC77+7He1pqGFSvy97iJNK8sN3udlZvHQVsXDtq5MLpNcy4vmE2FUnKdS1xyOoYX7bD0DOLj4V2Y0KeN9Gygb2A0fx00Jzkli69n96NbB7n0jQezgfuNzGneshZbd8+hluS+PHFRyRxYewk3G38++m4YQyZ3LVCn2qJVLbZseTJV4kF1wR07duT73vdBV3FZ6ax3t+RWRADftenN5EZtpX1XLlGRLLc0Ryt0bB42UrpYjFan44yLN9tMbendpL4ixWJSMrIxMrHjym0/5g7trEyxmOBYtu03Iyklk+/nD6ZLu/pS8YQQmN3wZo/hLVq0qsWO/fOorkB1sxPbb3DthANj5/Zh0aYP0S/+8iuLH83tw7zPBz9xvG/fG8ydO5cFCxY89X3vg6aEEJj847tqXbE6xkNnUbeMXDpbRm4uu5xvc9jTjVlt27N6kLzvKjghiXVXLfGPSeD7ob0V8V1Zed1j02lLalUux57/TZKuOP2o72qEgr6r3TtM8fYIY86nyviu3Gz9MVpqTKmyJVh64BMaG7z8gK1dx/osXvxkX/WguuDSpUvzfe+r1NUbOchaYWXBVIM2lCuu7O7qSZlZzDtwlk71avLT8H6vZCO02OR0Pt9yhj5tGvL1B70U+4zImGRW77hGVk4eW/6YTKN6BXugffBAt8fwFl26N2b3kU+pVPnFN5i8dc6JfWsuseLQZzRqJb/3QJ9J3dnz8xGyM3OkBmsyGBgYYGxs/MTxO3fuPPX8atWqUbZsWSpUqEBiYuIrbp0ceTot/7O9iFXUPb5p3UsR871tWCirbSwBWDlwCD3qyKUcaHU6Lrr7sOWmLe3q1ODEp9OoW7G8VMysnDwO3XDiuLkbY3sacO7P2ZSRnOyIiU/F6Kg1Tu4hzJ3Sg5EDW0un/7q7hrBr200KFy7Er0vHSc8GZmflcsbIjPP7LRnxYQ923/qZkpJpVgXlXdaVQGDobcduHwdFq5uttbHidkS4YtXNHILCWH3FglL6xRSrbnbG0oPdlx0Y1KGJItXNEpPv+65snAKYM6kHowe3kdaVj3cEhpuvo9Hq+HnJWFq3k7xHaXXcOOXIoQ2X6dinOTuuLnotxWLeZU0BeCREscz5JpmaPNZ3H0m3avK+q3P/+K661a6DybSZ1Cgjt6F2alY2huYOGLvdYW7PTmyaMpJiRZTwXVkQnZTOwkl96WUgX9jFzO4uhn9b0KRBNYxWf0it6uWlYmZl5nLiyH3f1QcTO/G/n0dRQrKwS2RwHHtWXOCebyRzfx5Nr+Ft/1Pf1QNepa7euEGWRfA93KOjWD1wiKJxU7Oymb3vNH2a1ud/g3u9ki8yPC6Zz7ecYULvNswe2lmRmEIIjK+5s+e4DR+O68KUUR0LvMwbHBTHhlWXEDrBH6sm0eIlB0mOt7zZs/ICq45+Qb0myhSoKFe5LM27NOb2FVd6T+imSEwlSE1NxcTEhICAAPz9/WnSpAmzZ8/mwIED/Pbbb6xduxatVstnn332upv6TILTkqhZsiy3xnxKmaJygwyf+DjW2lhyLymJhT16MbJJM+mHQJuAENZfu7/x78YpI6W3TtDqdFyy92HHBRs6NKnNkZ+nU7OS3MNQZlYuh885YnzNjbFD23Hsr3mUlOxcIsIT2b3dlAC/aOZ9PoB+g17Oy/hvhBBYXHBl35qLtGhfn20XF1Ktjtxq2KvgXdHV3eR43OIjFalulpmXxy5nx4fVzVYNHCI9yx6amMy6q1b4RMWyaGhvhrSSq+4JYON1jw1nLKlWvjS7vp1I41pyKfC5eRpOmbhw1Pg2w/q15MjWuZSRrO4ZF5vKXsNbuDmHMOfT+74r2YlOD/sAdi01pnjJYvyx92OatpEbsCnNu6Kp8IwUPrE4zf/a9GFiw9bSvqvbkeEstzSnSKFCGI4cQ7vq8htqn3b2ZLuZPf2aNeTi1zOpXFred7Xzoh03Xe7yyYiuimVabN1vRmZWLj9/MYwOCvqu2rSvy86DH1NVcoIhIzWLY3/d4MYpRyZ80o+fts18Lb6rZ6GUrt6oQZYQgiXmpvzZbyAlJDuZf7PmqiXt6tR4ZQOssLhkPt10mjlDOzOpb1tFYqZn5LB6x1UiY1LYsVxuT5CbVz3ZufUGc+b3Y/iY9gXqeK6dcGDuT6MVG2A9IC0pA/3XtIqVH2XLlmXdunWPHTtw4AAAgwcPZvDgJ1M93kQal6vM9+36SsWITEtlk73tw4qBu0aNla4YeDcmnvXXrAhJSGbhkF7SqRYAt/3C2HjaguLFirBu/mjaNJTrVLVaHVfMvNl93JpOrespUtQiIz2bIwesuWbizqRp3fjlj3EU05e7Dd/1CGXXn+fIyc7jh80fYdDl1VRJVYJ3RVe1SpVjV98JUjH+i+pm6ycNl06JD4pKYMNpCyLjU/luYh96K1DdzMLen+2HLGhUr7Ii1c2ys/M4dcSOc6duM3pcB/Yf/1y+ullIPPtWXcTfM4y5P42mz6j/trrZi/KuaKpkkaLcHD1fejIwPDWFNTaWuERFsahHbz5o1lz6e7MNDGH1ZQsqlCqB0cxxtKhRVSpenkbLCQt39l11ZFinZpz9YzblJCcYHviuHFzuMW9qT0YOMJDfUNsjDMPN1ylUuBCLl0+gZWvJ1GWNlmsnHDi86SpdBrbE8NoPVKwqd897VSilqzdqkBWXmUnXKlXpW19uqfTf2AaGYB8UxoWvZrySm2RkQgqfbT7D3GGdmdhHmQFWYEgcP68xplv7Biz+ZiT6xQr2VWk1OjavNcHLI4y1Wz+kYeOCp4uEBcTw0XfDCvz+p+Hr6E9qfBodh7RRNK7KfWR+7ak5Oex0cuS4twfTDdoqUjEwLi2Draa23PIN5LO+XflrehuKSXo5gqMT2XzWisDIeL4e14vBHeSrpbl4hrL1gBklSxRj9U9jadFYgQHbRVcO7bGka88m7D78KRUryfliEmNTObDOBCdzH2YtGsmgCZ2lOlWtVktqfBoVJKqUvi+ULir3AO8cFcFSCzMK6xVSpLqZVqfjjLMX2xSsbpacnsUuE3uuO/kxb3gXJvVpK+27uhsUw9YDZqSmZfPj50Po1EYyHUwnMLvhxV7DW7RqXQfD/fOopoDv6vhfN7h+0oGx8/qyaHPBfFcqL0dF/ZJSA6yM3FwMnRw56uXO7LYdWDtomPRk/b34+76rgNgEFg3rw6AW8gWTLD2D2HTGktqVyyvju8rJ48QlZ05cdGbkQAOObpsrvX1ITFQyewxv4e0RxtzPBjBgiIH0irCrzV2MlhlTplxJlh6YT2MDuQHb28IbNchKzMrkm249FI9r4uHH3F4dKaWv/I0yLjmdz7acYcagDooNsHwDovlh1Vm+nNmPoX1bFjiOEIK/Nl0lNiaVHfs+lp7ZK15Kn4zULKkYj5KbncvGT3by0eKJFJZcGQE4u9uMKwefLLfpGucO657yBpWnotHpOOHtyRYHW/rWa6BIHnt2noaDti4csHVmXPtWXPlmNmVLyM3cPdz01MGHWUM6s/aTkdKbnkZEJ7P9kAX+92L4YmZf+nWTH7C5uwSzY/N1SpUuzsoN02jcTLKiY46G8/stOL3LjMGTurD71i+UKiP3t3S56cHOhQdp19+ALzbPeXjc1zWE4fW/e+L85Jwo2o9789IR33ReRXUz+6BQVl+2oIxS1c20Wk5ZuLP3iiODOjTltAK+q4SkDHYfs8bWOZC5k3swapC87+qOVziGW26g0+r4Zel4DNrIVze7ftKBvzdeoVPfl69u9jRSE9I4s+kSc5ZPe+z40a3XOLnd7InzPaMDpT7vfUQnBGd9vNlgZ0N3hXxXKf/4rs673WFer05snirvu/KPiGfjaQtik9NZNKkfPRXwXd2y9cPwb0uaNlTQd3XYlgtnnRmrkO8q4t5931WwXyTzfhlDz2FtpAeqDiYudBvV8bHj7rb+T+2rYjPvMfKz1zeJ/0YNsvT09GhaUW5U/zTcw6L4sGs7xeOmZGTz+dYzfNDdgKn92ysS0ycgikUrzvLj50Pp3aWxVKyzJxy54xnORsNZ0gMsgDbdGuNuF6BYOtKen45Qp3kths7pr0i88Z/0Z8GfM544PnFimCLx3wesQoJZbmVO5ZIlOfDBBFpWkUuLEEJw2dOPDdetaV2rmiJFLTRaHWetPTEysadf20ac/n2W9KanmVm5HDxtzyVTT6aM7siSbwu+evyAmKhkdv1lyl2fSD75ciB9BrSQ71xMvdm9/Dy1G1Vl49lvqNVArqJjuH8UuxYeJOROOJ+s+Yhe47s+9nrz9vXYYrnpifc9qC6o8mJk5Oay09mRI57uilY3W3/VCr+YOBYN7aNIdTNrr3tsOmNJ9YplMVJg65FHq5sNV6q6WUwKew1v4eEaypxP+zFomLzvyt3Wn11LjSlZRp8/930ivY+cJk/DhR3XOLriDH0nPzlxPH3BUOYsGvPE8b59n5wkVMkfx4hwlluaUbRwYcV8VyedPNlhZs/AFo2U8V2lZWJ40Q5TV38+GdmNCb1by/uuAqLZst+M7Jw8fvlqGB0M5H1XN654sH+XOe061GPXoU+oIpnGl56SxbFt17l55jYT5vfn57/kfVf3vELZufAgcWEJTwyy2vZowuIri594z4Pqgq+LN2qQVaxwYcXT+YQQhCam0LCKsrOueVoti4wu0a1FPeYN76JIzLSMbBavv8iiTwdLD7AyMnI4csCa7XvnvtC+Vy9CydLFycnKVSRWiE84t45asc93yxuZ5/6+EZaSwnIrM+4mJPBLr74MaiiXFgHgHRnDShNzsvI0rJk4jM715dMDbvuFse6UOeVLFWfHgvHSm57qdILrlnfYecSKTm3qcnDTLCpXkEvjy8nJ4+QRO4xP3WbspM78+PsY9Au41cIDwoNi2bXUmOjQBD7/Yzyd+rWQipeZlsXRFWe4svcWkxd9wOJTCykm2UaVJ3l0ll3J6mY7LRw55+rN3J4d2TB5hLTv6n51M0uiE1P5bkIfeinguzK3v8uOQxY0rleVXaumU7uGnO8qKyuXU0fsMD7txJjxHfn2h5GK+K72rLhAoHc4834eTe+Rcr4rIQSOl13Y9f0hqtarwnqzP6nf6vVs/P0uE5aSwmobS9yio/ihZ2/GNJX3XdkEhLDqsjmVSpdk9yxlfFfHzd3Yf9WR4V2aK+O7Skxn5xFLbruF8PG0nozor4Dvyj2UHVtuULhwIX5fOYGWkml8Wo2Wq8ftObL5Gl0HtWLn9R+pUEXunpccl8KhJSexOmPP9F8nMPpzZQvjvUreqEGWEELxmOk5uRQtXEh608V/s+6EOSX0i/DdhD6Kxdy425TuHRvSt1tT6VjXLrnRsXMDatSS69geJTwolnY9migS6+CSE0xe9AFlK8qJT0WObE0ehk73K5vNa9+JrcNGoS+ZFpGYkcnGGzZY+AXx9cAeTOjQSrpSVGRCKpvOWOATGst34/swoL18oQzfwGg2772FRqNl+fdjMGgm54sRQmBj6ceurTdo0rwmO/bJ+0OyMnI4uvU61086MPmLgYwxmktRiRU2IQRmx23Y/cPftB/YGiOPDVSSfPhVeTq3I8NZZmlOEb1C7BgxmvaSvqt/VzdTwneVlJ7Frkt23HC+y8fDuzKxr3x1s7tBMWzdb0ZaejY/fj5UEd/Vrete7Nt5i1Zt6rDzwMdUrS5f3ez4P/tdjf+kHz9tnSE9yx7sHcbOhQeJDYnj0/Uz6TKigzqBqDDpubkYOjlwzMuDOe06sH6wAr6ruETWXrMkKC6RRUP7MFAB35WFx33fVb1qFdj7/RQaVJeb5M/JyePYRSdOXnRm9KA2iviuoqOS2b3dFB/vCOZ91p8BQwykf6+u1n4YLTtP2QqlWHbwU+ltfvJy8zj/11WOrz5H/2m92Ouz+a17ZnyjBlnaVzDIcg6JoHl1udnuf+PiH4611z1O/T5T+uHxAf73YnHxCuXE9o8ViWdn7c/EqV2ff+ILkhyfdt9g//0IReIFut5j7r/y1N8mAgICGDNmTL77KLwNWIYEs8TclBaVq3Bp2gxqSlY20+p0nLjtyXYzO0a1aY7JglnSvqucPA1/33Dm6C0XpvZvz7LZwykumcaXkpaF0VFrrBz9mT+tNyMGyJt6w0MT2L7pGrExqXz300g6dG4oFU8IgZWJG7tXXKBt98aK+EPC/aPY9uVukmNT+e3E/2jVo5lUvFfBu6CriNRUVttYPKxuNqZZc2nflV1gKKsum1OuZHF2zRhHy5rys+wnLdzZe9WRIR2bcmbJLMor4LsyOmqFnUsQc6f0ZPTA1tKz7A98V0InlPdd9WvBzus/SOsqJT6VQ3+cxOKkLdN/ncCYL4ZSROFJXRneBU3phOD0HS822tvQs049xXxXO8zsueDuw8e9O7Nl6ihp39Xd8Dg2nrYgLiWDH6b0p2er+lLxHviudhyyoHmj6uxe85G07yozI4fjf9tyydiFcZM6s+i3MRSXnGAID4plz8oLhNyN5uNfxtBjaGvpgardRSeMFv1NzcbV2WCxlHot3qxCGS+qqzfnTsD9hzSluebtz1ADZVZf4P6Xv+6kOd+M700pBSsOHT7nwNQxnSiuQMqOVqvjrk8kLQzkNwt+wElDU/p90IFqtZVJuyxcpDBarfLft1Ls3r2bvLw8wsLCGDFiBL17937s9VOnTlGjhlz+9+siLiODZVZmuEdH80e/AfSvLzcggPu+xz8v3qKUflH2z5lI02pyXg4Aa697rD1pRpOalTmswH5XWq2OS6ae7DluQ//uTTm8ZS5lJTfqzcrK5egBay5fcGXqjJ6Mm9yZIpIV2EIDYjBccoaUhAx+3DoDA8kBW25OHidWG2P81xWm/TyOcQtGUFiyjQXlXdbVv31XSlQ3C064X93sbky84r6rGpXKKlPd7BHf1YhX4Lua+1l/Bg5trYjvymiZMSVKvxrf1d47myknucVDQXiXNQX3fVfLLM3QL1yYXSM/oK0CvqsTTh4YmjkwsEUjLn09i0ql5Ty9iamZGF6y5ZZrAPNHdmNCbwU21A6IYus+M7JzNfy2YATtJdNOH/NddVTGd5WWksmxrdcxPevExE/788v22dJbktzzDGHnwoPERyTyxeY5dBmuTL2Dl0UpXb1RgyyliUhOxcw3iIVDeikWMywuheSMLIZ0lE/pe0B8UjoObsH88JkyeaYBd6OpXLUsZcvJ3TgekBibyo3Tt9l14wdF4gHUaloDf+cgxWYn6taty8+fLCb6Wvpjx7NFJq5Y07OnMUeOHHl4fP78+cyfPz/feCNGjKBWrVq4u7vz999/PyYwNzc32rRpg6mpqSJt/68QQnDqjhfrbK2Y2NKANQOHSj8EpmZls+mmDTfvBLBoaB9Gt5XPjY9MSGXDKXMCIhP4ccoA6dlAuG8U3rD7JkWKFGbj4ok0aSBf0MPawo+dW67Tqk0ddh2aT2XJvPPszByO/3WTK8ftmPbVYEbP7CU9GPKy9mHTp7uo1aQGhi5rqVrnxQe/1atX5+LpS7hvDaao3uMTSv7Ckw7jWtKpU6eHx56nKXg3daUTgnP/7HfVtXZtxXxXhuYOGLvdYW7PjmycPFJx31Xv1vKrrY/6rpTY7yorK5eTR+w4r7Dvau/KCwR6RzD3p1HK+K6uuLJr4cEC+a7q1avHdx/+gP/ZyMeOZ4g0PHDj77//Zu/evQ+Pv499Ffy/78o9JoofevRmtAK+K2v/YFZfsaBKmVLsmTWe5jXkspxy8zQcN3fjwLXbivmu4hLS2HXUitvuIXwytRfD+7eSXhH2dAvFcMt1ihQpzJJVE2khmcan1Wi5csyOI1uu0W2wgWK+q4O/n8D6rAMf/jaRUZ8NfuEV4dq1a/PjNz9j9rsLhfX+/z1CCHxwZuCM3q+vrxJvEOUbNlA03q/nrotN160VjXnV0Vcs3HlB0ZiHztiL1TuuKhbv2CEbsW3DFcXi7V5xXuxYckaxeEIIcf2guVj8wWrF4mVlZYlhw4aJffv2PTwWFRUlOnToIGxsbJ75Xk9PT/HBBx889i8mJkYIIcSaNWtEQEDAY+cvW7ZMCCHEwIEDFWv/q6Jjx45CCCHuJSWK6WdOiDHH/hbesTHScXU6nTDx8BW91+wSvxvfEMmZWdIxc/M0Yt9VB9Fv4Q6x65KdyM7Nk46Zkpop1u28LkbP3S5MTD2FVquTjhkWmiB++vaImDvNULg63ZOOJ4QQdtc9xcwef4pVXx0U8dHJ0vHSUzLE5s92iSm1PhEWp2yFTlew6zY2Nha9e/cWqampD48tX75czJgxQ2i12me+933Q1e2IcDHm2N9i3PEjwiUyQjpunkYrjju6i16rd4rfzl0Xsanp0jET0zLFqmOmYsD3huKIqbPI1WikY/oFRosvfzsmZn53QDh5hEjH02p14sYVDzHtg81i+W9nRHRkknTM9NQssWfleTG53a/i2F/XRU5WrnTMYO9Q8dOwZWJ2s6+F3UWnAukqNTVV9O7dWxgbGz88FhgYKNq2bSs8PDye+d73QVOp2dlijbWlaL/rL7HNwU5k5cl/b4GxCWL+oXNiyMZ9wvROQIHvhw/Q6XTCzC1AjFm8T3z91zkRFJUg3cbs7Fyx/6StGD5zmzD820JkZOZIx4yMSBRLfz0tpo3dIkyveUpftxBCOFv6ik8HrxY/Tv1LBHqHS8fLzckVJ9dfEBOqzBHbv9knUhJSn/+mp3DgwAExbNgwkZV1/1lEp9OJb7/9Vnz77bfPve5Xqas3apBVrUkTxWIlZmSKzsu3i8SMTMViCiHEgWu3xcbTForF02i0YuJnu8Qd/0jFYn42a7dwcghULN6cPstFkI/8A8SjBHkEi48NvlM0ZkZGhhgwYIA4evSoiIuLE507dxZmZmYFjnf48GHh7u4uQkNDHx5LTEwUP/74ozA0NBTNmzcXJ06cUKDlr44OHTuKnU4OosOuv8Ru59si7zkPxi9CRFKKmH/onBi19aBwCVHmd+HkFybG/3FAfLXtrAiLTZKOp9XqxMWbHmL03O1ivdENkZImPwjMysoV+43MxPhh68WJw7YiL0/+YTUmPFH8+fEeMa//CuFi7ScdTwghbC/cFtPqfCo2fGwoUhPTpOOdOHFCDBgwQGRkZIgNGzaIyZMni7y8gg+A3wVdtWnfTnx95aLosXenOOfjLbQKPLzYBoSIMdsOiY/2nBDeEfITIbkajThi6iwGfG8oVh0zFUlp8n1hfGK6WPnXFTF67nZhfM1NaDTy9xNvzzDx1cf7xJdz9wovj9Dnv+E5aDRaceWYnZjWabHY8P1RkRAjP2mRkpAq/vp6r5hQZY44vfGiyM2Re/BPSkoS3bp1E1euXBGhoaGiXbt2wtnZucDx3gVNdezYURz38hBd9xiKhdcui+g0+XtXUkaWWGFiJrqvNBT7rJ1EjgL3bL+wWDF/0ykx8c+DwtY7WDqeTqcTN6x8xPj5O8Wv686LiOgk6ZgZ6dlij6GpGDd0vfh7n6XIUmCCISwgRvw+10jM6bNc2Fz1UGSganPeUcxs8pX4ZeQKEeIjP2AzNDQUY8aMEbm5ueKXX34Rn332mVQ7ldDVKx9kZWRkiEWLFolt27aJkydPPvPcRq1aKfa5p5w8xfcnLysW7wGGF23Fzou2isVzuxMm5i46pFi88LAEMX3sFkU6PyGESE1KF5Pb/frcWeuXJcgzRPFBlhBCpKWliT59+ggDAwNx9WrBVwe3bt0qBg4cKD799FPx9ddfCyGEmDVr1sPXr127Jlq0aCFu3Lgh2+SX5mU0Vb5hA/Hh2ZMiJDlJkc92CAoT3VbuEIZm9op0WELc19Swn43ETZe7isy0abU68fXvx8XHP/4tfAKiFGihEIkJaeKj8VvF0l9Pi9iYFEViulj5isntfhWHN18VOdnyq3ZCCLFz4UExs/GXwvWWpyLxHnDw4EHRqlUr8cEHH4jc3IJ32O+KrkrUrSM22lmLDIm/xaMsNr4uBm3YI655KaOBlPQsMW7JfvH5ljMiICJOgRYK4eB6T4yY9Zf464CZSEvPViTm7u2mYuqYzeL6ZXdFVpmzs3LElyPWiYUTt4i7CgzYhBDC285PTKw6V2z5YrdIjlNG+0KIhxOBrVu3Fra2BX+meFc0Va5BAzHx5FHhHq3MPds9LEr0XLVTLDl/UySkZygS88C122Lgop3ihLmbyFPgGUuj0YovFx8Tc74/JNy8wxRooRDBQbFi8uhNYvWfxiIuVpnfq8kRGzG53a/i1E5TRfoqnU4nfh+7Rsxt+Y1wvOKiQAv/n40bN4qWLVuKWbNmST23KqUrPSFeQUm/Rzh8+DD6+vpMmjSJsWPHYmxs/PA1IyMjjIyMHv7fy8sLAwODV9mcV0JcXBxVqihbwfBV8za2GR5vd+XKlbl69eoT56SkpBAaGkrr1q3/6+b9J6iaenN5F9qdn66cnJxo3bo1+vrK7Lv3pvGu6+pd+G2+TbyIpuLj40lISKBZszev0qcSvOuagnfj9/k28aDd+WkKwN7ens6dO1NYcjsKRSjwMO8FWbly5cOUrSFDhjzz3Ac5uW8bb2O738Y2C/H2tltJVE29uajtfnt513X1NrZZCLXdbzPvuqaEUNv9X/O2tVuZTZ6eQZ06dYiLiwOgRAm5fThUVFRUTamovApUXamoKIuqKZX3nVdewn38+PH88ccfxMTE8OGHH77qj1NReedRNaWiojyqrlRUlEXVlMr7zisfZJUsWZK1a9e+0LnPq1v/pvI2tvttbDO8ve1WElVTby5qu99e3nVdvY1tBrXdbzPvuqZAbfd/zdvW7lde+EJFRUVFRUVFRUVFReV94pV7slRUVFRUVFRUVFRUVN4n1EGWioqKioqKioqKioqKgqiDLAk0Gg0rVqx463JEVVTeZFRdqagoi6opFRVlUTWl8iK88sIXL0JmZiZ//PEHdevWpVq1akyaNOl1N+mFyMjIYNiwYRgaGr7uprwUFy5cwNfXl7y8PJo2bfpW/L3d3d25ffs2mZmZxMfHs3Tp0tfdpDeat1VT8Hbq6m3UFKi6elneVl2pmvrvUDX1cqia+m9RdfXf8kasZJ09e5bOnTvz1VdfceTIkdfdnBemXLlyVKpU6XU346Xp2LEjP/zwA1999RUnTpx43c15Idq2bcuAAQPw9fWld+/er7s5bzxvq6bg7dTV26gpUHX1srytulI19d+haurlUDX136Lq6r/ljRhkhYWFUaVKFQCysrJec2vefWrVqgXAuXPn+P77719za16chg0bsnbtWnbu3Pm6m/LGo2rqv+Vt1RSounoZVF39d6iaej9QNfXfourqv+WNGGSpu4L/95iYmNCwYcOHgnvTuXbtGgClS5cmLS3tNbfmzUfV1H/P26YpUHX1sqi6+m9RNfXuo2rqv0fV1X/HG+HJelt3BRdCcOLECfz8/HBxcaFDhw6vu0kvhLGxMWvWrKFt27akpaW9FUv0cXFxrFy5kkKFCjF79uzX3Zw3nrdVU/B26upt1BSounpZ3lZdqZr671A19XKomvpvUXX136JuRqyioqKioqKioqKioqIgb0S6oIqKioqKioqKioqKyruCOshSUVFRUVFRUVFRUVFREHWQpaKioqKioqKioqKioiDqIEtFRUVFRUVFRUVFRUVB1EGWioqKioqKioqKioqKgqiDLBUVFRUVFRUVFRUVFQVRB1kqKioqKioqKioqKioKog6y3hJ++OEHrK2tX3czVFTeGVRNqagoi6opFRXlUXX19qIOst4CNm/eTOPGjcnKynrdTVFReSdQNaWioiyqplRUlEfV1duNnhBCvO5GqOTP9u3b6dGjB+3bt3/dTVFReSdQNaWioiyqplRUlEfV1duPupL1BpOUlERcXJwqMBUVhVA1paKiLKqmVFSUR9XVu4E6yHqDMTExYdSoUa+7GSoq7wyqplRUlEXVlIqK8qi6ejdQB1lvMFFRURQuXPh1N0NF5Z1B1ZSKirKomlJRUR5VV+8G6iDrDWbs2LF88803nDlzhpycnNfdHBWVtx5VUyoqyqJqSkVFeVRdvRuog6w3mCZNmnD+/HkSEhKYM2fO626Oispbj6opFRVlUTWloqI8qq7eDYq87gaoPJtixYrRsGFDdDrd626Kiso7gaopFRVlUTWloqI8qq7eftQS7ioqKioqKioqKioqKgqipguqqKioqKioqKioqKgoiDrIUlFRUVFRUVFRUVFRURB1kKWioqKioqKioqKioqIg6iBLRUVFRUVFRUVFRUVFQdRBloqKioqKioqKioqKioKogywVFRUVFRUVFRUVFRUFUQdZKioqKioqKioqKioqCqIOslRUVFRUVFRUVFRUVBREHWSpqKioqKioqKioqKgoiDrIUlFRUVFRUVFRUVFRUZA3apCVlJTE5s2b0el0r7spKirvDKquVFSURdWUiooyqFpSeZcp8rob8CgVKlQgMTGRS5cuMWbMGKlYgYGB/Pbbb3To0IHw8HAqVarE77///sR5mzZtIiIiglKlSpGTk8OqVavQ09MjODiYgQMHUqdOHQBSU1Np06YNBw4cwM/Pj2PHjlGiRAksLCz4448/6NSpE6NHj6Zr167k5uYSGBjIvn37KFGiBADdunWjePHiABQuXBhTU9MXvpabN29y9uxZqlatip6eHkuWLHn42tPa0qVLl8fe36lTJxwcHChcuPALfZ61tTULFixg48aN9OvX74XbqQTR0dH89ttvuLu7c/v27YfHX+Q6VZ6OkrqC/L+jB+SnvWdp6gFZWVl07dqVIUOGsH79+mfq+EXiPYtn6eppbfk3b4uu8vu+ZP9+7zNKa+pF+4f8fpP5vf9lj+fXH74oT9OUTqd7Zt/4KG+7pgDWrVtHcHAwlStXxt/fn7179z71WlXu81/3T/Dse39+r73s8ee9VhCeFe9Frvtt0dez+n2l/6avHPGG4e7uLmbOnCkdx9HRURgbGz/8f4sWLYSTk9Nj57i4uIi2bds+/P/48ePF2bNnhRBCxMfHixs3bjx8bcmSJcLKykpoNBoxYsQIodVqhRBCREZGitjYWKHVasWyZcsenj9mzBhx+PDhx95fEDIyMkSjRo1Ednb2wzbevHlTCCHybcu/0el0L/25s2bNEmZmZgVqswynTp0SFy5cEB07dnx47EWvUyV/lNKVEE//jh4lP+3lp6lH+d///idmzpwpFi5c+MxYQuSv0RfhWbrKry3/5m3RVX7fl8zfT0VZTb1o/5DfbzK/97/M8Wf1hy9Cfpp6Xt/4KG+7pqKiokSFChUe9lXPulaV/+e/7J+ede/P77WXPf68z3keZmZmT2j0efGed91CvD36yq/fl/mbvi7eqJUsgDZt2uDj40NeXh5FixYtcJzOnTs/9n+dTkepUqUeOxYQEPBwFhegYcOGmJqaMm7cOCpVqsSgQYMAyMnJwcnJiT/++AN7e3uEEGzbto3MzEwqVarEJ598gp6eHr/99hsAGo2G8PBwmjVr9jC2p6cna9asISsri86dOzNy5EgAfv/9dzQaDYULF6ZMmTL88MMPj7XRzs6OevXqoa+vD0DPnj0xMTFh4MCB3L59+6lteZQLFy6wYMECzM3NqV+/Pvv37+fnn3/m008/JSQkhKCgIC5dukTZsmVZsGABeXl5NGzYkPDw8IcxntbGVatWsXTpUq5evYqTkxOmpqZs3ryZpk2bPvb5EydOJD09/Ynv57fffqNXr15PHJ84cSLm5uaPHXuR61R5NkrpCp7+HT1KftrLT1MP+Pvvv+nZsyceHh4PfzPP0vGz4snoKr+2PMqjujIzM8tXU8Br11V+39fzvg+VZ6OkpvLrHx7lWb/J/N7/Msef1R+CnKae1Tc+4F3QVMmSJSlWrBipqamUL1+e9PR0WrVq9cR5Ko/zX/ZPz/qd5vca8FLHnxVr4MCBz9XSy7b7Ra77bXoWzK/ff97f4E3kjRtkAVSvXp1bt24xdOhQALy9vblx48ZTz501axYVKlR4Zrxz584xdOhQmjdv/tjxzp078/PPP5OdnY2+vj5OTk6PdTIPOHbsGFOnTgUgJCQEOzs7jh07Rrly5fjoo48oVqwYs2fPBuDatWts2rSJUaNG0alTp4cxfvzxR7p06YJWq6VPnz6UKVOGrKws7O3tuX79OgD9+vVjyJAhtGvX7uH7YmNjKVOmzMP/ly1bltjY2BdqC8CYMWPYuHHjw//PmTOHgwcP0qNHD/7880++/PJLbty4QfHixfH39+fKlSsAnD9//uH1PK2NP//8MxqNhsOHD1OsWDHOnDnz1JSI06dPP/O7eRFe5DpVno/SunoR8tPeo5oCuHPnDj4+PqxcuRIPD4+XivXvePn9Zl9UVy/Slkd1lZ+mJkyYgImJyRurq0f59/eh8mIopamn9Q99+vR5+PrzfpP5vf9ljj+rP5TV1IMYT+sbH/AuaKps2bKsW7eOKVOmUKNGDWrXrk3jxo2l474P/Ff907N+p/m99rLHnxXrRbT0su1+Ed7WZ8FH+31XV1epv8Hr4I0bZG3evJkZM2Zw5syZh2Jr1apVgWeDzMzMMDMzY/PmzU+8Vr9+fYyMjFi2bBlVqlTBwMCAcuXKPXHeqVOnMDY2Bu5/qc2bN394Xq9evTA3N3/4wD906FCGDh3KzJkz2bFjB1988QXAQ/9Q4cKF6d27N2ZmZpQsWZLMzExWr14NQJ06dYiLi2PXrl2cO3eO0qVL8/nnn5OWlvawLampqVStWvWF2vIsHswyVKlShbS0NAIDA2nSpMnD1xs2bAiAh4fHU9sI8Ouvv9KyZUu+/vrrfHPOx44d+9TZiyVLltC7d+/ntvNp19m9e3e2bt2Kra0tRkZGLxTjfUdpXb0Iz9Leo5qC+zfS4sWLs3r1aqytrcnNzWXz5s18++23z43173j5/WZfVFfPa0t+/FtTcP9B4U3V1aOcOnWK06dPs2LFCkJCQlRdvQBKaupp/cOjg6zn/Sbze//LHF+yZEm+/aGspiD/vvFZvG2acnNzY926dbi4uFCkSBG+++47hg8fTosWLVRNPYP/sn+qWrVqvr/T/F572ePPivWs3+nIkSPRarUkJiaSmJiIvb09ABs2bHjmZ8nwJj8L/rvff/A30Gg0rFmzhkuXLtG9e/eCXfh/xBs1yNqyZQvNmzdn6NChrF69Gq1WS+HChZ85ozFz5kwqVqz41NdMTEywsrJiy5YtREVFERISQvfu3QkODqZ+/foAVKxYkRUrVgAwY8aMJ2785ubmdO/e/eESdteuXUlISHjYtpCQEJo2bcqdO3e4d+/ew3SMBg0aEBQUBICvry82NjbMmzcPAH9/f8aNG0fVqlWxs7Pjp59+AuDWrVs0btyYwYMH8+mnnwKQmZlJSEgIOTk56OvrY2Nj87CN+bXlRfi3mblly5bcunXr4f8ftL1t27ZPbSPc7/h/+ukn1q5dy/Dhwx+K8VEefZAuKP++zoCAALp3705OTs5Tz/f29sbCwgKNRkPnzp3feBG+apTWVX48qqv8tAdPagru36QfkJ2dTXp6+sMHyGfFelq8/H6zL6qrZ7XlWTytQMCbrKsHPPj75ebmMmzYMAwNDZ96nqqr/0dJTeXXP8D/a+pZv8n83v+yxyH//lBGU8/qG5/H26apiIgIKlasSJEi9x+tKlasSK1atfKtnKdq6r/vn7p3757vvT+/1172+LNiabXafH+nD1IQzc3NMTc3fyx9u0GDBvl+lgxv6rNgfv1+SEgIiYmJDBs2jN27dz81tfpN0tUbM8i6fPkyqampDBs2DIA+ffpgbm7OwIEDCzSj4ezszJQpU+jUqRP9+/cnIyODL7/8kq5du9KvX7+HeakLFiygd+/e6OvrM2bMGFq0aPFYnF27drFt27aH/69YsSJr1qzh22+/pUqVKsTFxfH7778TGRnJ3r17cXV1JS8vDx8fH7Zu3QrcX4kxMTEhMjKS1NRU6tSpw/Tp0ylUqBCOjo78/PPPlClThqSkpIezBA8oWbIkhoaGLFiwgCpVqtCmTZuH+af5teVRTExMCAkJYefOnaxevZobN24QEhLCvn37mD17NpaWlnh6erJz506uXLnCxx9/TJ06dRBC8Pfff7N58+antnHfvn0YGhpy6dIlbt26xbhx49i6dSt9+/Z9qe/p31hYWPD3338TFRXF8uXLWbhw4RPXmZaWxvfff/+wutamTZuoUqUKbm5urFq1ipUrVzJ06FBiY2Pf+3x4pXUFT/+O9PX1H+oqISHhqdp7cKP7t6Ye5cyZM1haWpKbm8uxY8do2rTpM2M9Ld6QIUOkdJVfW6ZNm/bwtUd1NXDgwKdqauTIkYwcOfK16+pp39ejs40P/n7lypWjUqVKD4+runo6Smsqv/5Bp9M91lfB03+T+b0/Ojr6pY4D+faHMpoKDAzMt298lHdBU8OGDePy5cssXLiQ8uXL4+XlxcKFCx+uYqmaepzX0T/Vr18/33v/s/qFlz3+rFjP09LTeF6f9bz7/Nv0LJjf83v37t0xNDRk8eLFFC1alIoVKzJw4MA3Wld6QgjxWlvwD1lZWY/9ILKzs8nOzqZ8+fKvr1EqbyzBwcEsX76cTZs2MWzYMD755BN8fX2ZP38+I0aMwMzMjNDQUK5evfrml/h8hai6UnkZVF09H1VTKi+Dqqn8UbWkUlDeFl29MStZ/87jLF68+MN9PFRUnkXVqlWZPXs2Xl5eVK5cmWrVqlG2bNmH+2+8z6i6Uikoqq6ejqoplYKiaupxVC2pKMGbrKs3ZiVLReVFEUKwdu1aLl26xJYtW7h69SqVK1cmMTGRn376iRs3bmBtbY1Wq+XDDz98IgVURUXlSVRdqagoi6opFRXleZt0pQ6yVFRUVFRUVFRUVFRUFKTQ626AioqKioqKioqKiorKu4Q6yFJ557C2tubPP//Mt2yuiorKy5Gbm8uiRYvw9vZ+3U1RUXlnuHLlCuvXr0dNKFJRUYb09HS++eYbgoODX3dTgP9gkKXVatm4cSOHDx/mr7/+eua5D8p4vihCl4EubRO6mC6I9G0I8fR9k16GrLwg/GI/xi2iL4mZ16TjCSEISrPjYOAsjMN+JiknTDpmri6Xi5EmfOnyDSdCT5GtzZaOGZWVxG9uxxllvoarkW7S8QBsooMZZrKHKTcOcycpRjperlbLPldnOhntYIm56VPPcXR0ZMGCBcTFxfHVV1+9k53Xq9QUgMixRxc/Bl3CNETenYI28yE6kUd06n6cwzpxL2ExGm2ydMwMTSI3ozaw238SnkmXFPmeA9IDWeq9giVeSwlIC5COpxU6jMNuM9xsFUs9TxOfk/b8Nz2HpJxM/nC6TsfTm9nt44BGgYmEO3GxTD9zkmGHD2ATFvLE63l5eUydOpUiRYowffp0/P39pT/zTeTV9lUp6FJXoovpisjYixAamaYCkJnrg0/Mh3hEDiEly1o6nhACv1Qz9gVMxyRiKal58vfsLG0Wp8LO8KXLNxhHXCBXlycdMyQ9jv85H2KcxXosYuTvT0IIboT70//CTuaanSQoNUE6ZrYmj78c7elotJ01NpZPPefGjRv8+eefeHl5PbYf0rvEK9WUEIjsW+jihqBLnIfQBMo0FQCdyCEiZQfOYR0ITVqFVpchHTM1L4YrESvYGzAV35Sb0vEA7qT68JvnElb6rCEkI1Q6Xp5Ow7FgG4aYLmfdnQuk5mVJx4zNSudHexM6n9nKUX9XRfpol6hIxp04wtgTR576elZWFuPGjaN8+fKMHz+eiIgI6c+U5ZVXF7x48SIhISGUKFGC9u3bP/aakZHRY7ugP9g9+nkIoYMsY0T6RijWDb3K59ErXEOqnRpdKhHJW4nPOEuNsvNpUmU7hfT0pWLG59zDKmYnaZo4+lb7kvqlu0jFE0LgmOjEybBT1C9Vj99b/kq14nI7fmdqcjh0z5LTofZMrtudXw3GU6JIMamY91ITWel6C7/kOH5u359hdZo9dVPJF0UIwa3gIFZaWVCnbDmOTZhCk0f283mAq6sr8+fP5/z589StW5dvv/324X5aBf38pKQkmjVrRmxsbIHbrzSvQlMAQhOCSFsDGl/0Sn8PxYdLfW8AyVlmhCQup1iRmrSodoSSxZpJxdPocnFLOotz4klalhvKzIb70S9cWipmQk4ip8LP4JPqy6Ta4+lRuTuF9OTmn5wTgtjka0KJIsXY2GEmLcrVkoqXp9NyxN+VvzxtGF63GddHzadS8ZJSMeMyM9hoZ8PNoEC+6dqdqQZtKFLo8evWarXMnDmT7t27s2jRIqZOncqkSZM4d+4cDRo0KPBnvy+6EkIDmccRGdtBfzB6lS+jV/jJe9fLkKeNJzx5I4mZ16lVfgHVSk9HT0+uK4/O8sUy1hCNLoehNX+iVsk2UvF0Qod1vC1nws/Sqmwrlhn8QcViFaRipuZlsTfgFpcjXZnVsC+r20+nWCG56/ZJimWFiykxmWn80WkwfWs2koonhOCSvx9rbCxpU7U656Z8SN1y5Z84z9LSkl9++YXLly9TsWJFZs2axerVqx9u9FoQ3hdNAYi8u4i0VaCNQq/sr+jpy+3PKYQgMfMyYUmrKalvQKvq5yhetJ5UzFxdFs4JJ/BIOk/bCmMZVON/FC1U4vlvfAbR2TGcCD1JWFY4U+pMolOFjtLPVtZxfmzxvUzNkhXY2fUTGpauJtXGHK2GvT6O7PF1ZFLDNpiOnk/ZYnIVIyPSUllrY8XtiHAW9ejNB82fLGSRk5PDhAkTmDZtGnPnzmXw4MF88MEHmJiYUK1awa9JWlfiFbNq1SqxcuVKIYQQw4cPf+a5HTt2fG48Xc5toY0bJ7TxE4Uux1W6fTpdnohO/Vs4hXYUgfE/ilxNrHTMjLwkYRq1Wey6O0G4JpwVGl2edMygtHtiufcq8ZvnEnEnxUc6nlanFRfDncXIW6vEb27HRXRmknTMlJwssdz5pmh/apPY4WUrsjXy1+0bHydmnD0lBh7aK0yDAoVOp3vqeV5eXqJNmzbC39//4TGdTifmz58vfv3112d+xvnz58WaNWvE8uXLxcmTJx97bdOmTaJbt27S16EkimtKmyq0qWuENrqz0KUZCp0uW7qNGTl+wid6pnAL7y8SM27m+729KDqdTtxNsRD7Aj4UF8J+E4k5YdJtzNZkizNh58TnTl+L02FnRZYmSzpmWEa8WOTytxhjtkZcj3SXvm4hhDALDxADL+wSH948KnwSY6TjZeflCcPbDqLDrr/EckszkZL99OvWarVi9uzZ4s8//3zs+O3bt0W7du1EWNizv4P3XlfZlkIbN1xoE2YKXa4S9+xsEZm8SziFthfBCUtFniZZOmZabpy4FrFa7PafLLySrgitTiMd0yfFVyz2/FMs9V4hAtICpePlaTXiZLCtGGq6XKz0PCsSstOkY8ZlpYtf7K+Ijqc2iwO+t0WuVv663aKjxMSTR8Woo4eEfVhovufZ2dmJ9u3bi8jIyIfH8vLyxMSJE8WmTZue+Rnvvaa0CUKbvERoY7oKXfpBodPlSrcxLdtdeEdNFB4Rw0Vylq10PJ1OK7yTr4k9/lPElYgVIiU3Wjpmel6GOBpyXHzhvEBcjDAROVr56w5IjRJfOe4VEy03COtYX0X66EvBd0Svc9vFfPPT4l5qgnQbM3JzxUY7a9F+119io521yMh9+nXn5uaKsWPHir/++uux46ampqJLly4iPj7+mZ/zKnX1yleyqlWrRmZmJoCUR0ZowhHp6yDXDb0yC6H4KPQkZ5tTsqwISVpBkUIVaF7tEKWKtZSKpxV5uCedxynhGM3KDmBmw30UL1xWKmZSbhKnw8/hmeLF+Fpj6VOll/Qsu3tSCBt9LlFYrxCr2k+ndfm6UvE0Oh0nAtzY7GnNwFqNuTbyY6qUkFtdSMzKZJO9LVcD7vJl52582LotRQsXzvf833//nZ2bBtKw9Ah00f9/fPsSQd+x4awuXZrTp08/PD5//nzmz58PQMeOHRkzZgwpKSnMmzePSZMmARAVFUWZMmUoVaqU1LUojWKaElrIOoVI3wr6fdGrfAm9wnIro3naJCJSNpGQYULNcl9SrcxHFNKTWxmNzfbHMsaQbF0aA6v/j7qlOkjF0wkddgkOnA4/Q5PSTVhq8DuV9StLxUzXZLM/0Jzz4bf5sH5vlraZQvHCRaVi+qfEs8LZlJD0JH7rMJABtRpLz1peCwxgtbUFTStV5tSkaTSsUDHf8x0dHUlNcuXXldboog8/PN6hNvz6VTozZ84kNTX14fFHNQXvsa40gYi01aAJRq/Mj6A/UPp7S8q6QWjSSkoUbUTL6qcoUVRuxSVPl41L4incks7RuvwoZjbYT7HCkiujOXGcCD1FUMY9JteZSNeKXaRXwu3j/dnka0LFYqXZ1nkuTcrIZazkarUcvOvETm87PqjfCtPR8ymnL7m6kJ7GeltrrMNC+F+3nkxo0YrChfLvo3/44QdOHhhFNb2+D/uqQsDfGwQdB1+gSJEiHDhw4OH5al8FQuRC5mFE+i4oMQq9ylfQKyS3MpqriSEseT0p2RbULvc/qpSehJ5e/s8YL0JEpieWsYYUohAjav1OjRKyz5RaLOKsMI44T9vybVlhsJTyxcpJxUzOzWCX/01uxXgxt2F/JtTtSpFCctftlRjNUqebpOXlsKbbCHpUry8VTycE5319WGdrRedatbk4bQa1yuT/LH3t2jWqVozl8wlb0EVveXi8X0uYMzGFOXPmEBkZ+fD4f9pXFXh49oKkpqaKL774QhgZGT0xyvw3T5vJ0GnThDZ1wz+z7NuETpcp3abM3EDhGzNPuIb3FQkZVxUZwQem2ogDATPFudCfRUJ2sHQbc7Q54nzERfG509fieOhJkamRv+7IzETxs+tRMdJstbgc4SK0Oq10TKvIIDH04m4x5fph4ZUQJR0vR6MRe1ycRMdd28Uf5qYiMfPFrnvMmDH5zqxPmDBBBAUFPTfG/v37hZ2d3cP/r1mzRuTk5IiBAwe+WOP/I2Q1JYQQumxboY0bJbTx04Qu10u6TVpdrohK2SecQjuKewmLRa5GfhYrPS9B3IhcL4zuThQeiRcVmWX3T/UXf3gtE0u8lgm/1LvS8TQ6rTgX6iiG3VoplnqcFnFZKdIxE7MzxO+O10SHU5vE7jsOIkcjf91eMdFi6unjYujhA8Iq5MXuT1ZWVmLBggVPfc3e3l58/vnnLxTnfdGVTpsktCnLhDa6i9Cl7xU6XY50m9JzvMWdqGnCPWKISMq0kI6n0+mEb4qp2OM/VVwK/1Mk50Q+/03PIVOTKU6EnhafO30tjMMviByt/HXfS4sR3zodEOMs1gmzaG9F+uhroX6i33lDMffWCRGQ/OyZ7RchMzdXbHWwFe13/SXWWFuK1OwXywDo3r27yM7n3D59+oi0tOev1L03mtLphC7LVGhjBwtt4sdCl+f/lHe+HFptlghP3iacQtuJkMTVIk+bKh0zJTdamIQvFXv8pwqf5JtCp8CzlVeyt/jFY7FYcWe1CE6Xf6bM1eaJI/esxOCby8Ra7/MiKSdDOmZMZppYZHtJdD69RRy56yI0WvnrdooMFx8cPyzGHj8snCLDX+g9586dE0uXLn3qa5cuXRKLFy9+oTivQlevfCWrTJkybN++/aXfd993dQ6Rvukf39UF9ApXl2qLRptCRMq2f3xXnyrju8oOwjJ2JxmaeAV9V7c5GXaa+qXq80erxVQtXkUqZqYmh4NBFpwJc2BKvR4sNpigiO9qhYsp/inx/NJhAENqN5X3Xd0LYoW1BfXKleP4xCk0rijnXXgZTExMaNiwIbVq/b93JiYmhn379hEREcHevXuZN2/ef9aeZ1FQTcG/fFdlfgD9odLfW3KWGaFJK9AvUosW1Y5SsljTAseD+74r16QzuCSeUtR3dTLsNH5pd5lUZzzdK3WTXhF2Sghkk+9lSirouzp814XtXrYMr9ucG6PmU1HWd5WRwUb7+76rb7v1YEqr1k/4rl4l74OuhMh7xHc1FL0qV9ArlP8K4YvwqO+qdvlvqFp6mgK+Kx8sYw3R6vIYVvMXapVsLRXvvu/KhjPh52hVthXLW/8p7btKyc1kb+AtrkS6MbthX9a0/1AR39Vy55vEZWfwR6ch9K3ZUCqeEIKLd31Za2tF22o1OD/lI+qUk1tdeBneB00BiDy/f3xXMQr6rkwITVpNKf3WtKp+nuJF5bJ4cnVZOCUcwzPpIm0rjmNwjUUULSTnP4rOjuF46EnCsyKYUmeior6rWiUrKuK7ytbksdf3Nnv/8V3dVMJ3lZrKGhtLnKMiWNSjD2OaNaeQ5Er4y/CqdPXKB1kFQeTeRqSuBL2i6JXfjl6xtnLxhIbY9OOEJ2+mYskhtKl5jaKFZQcuydjHHyAgzZqulT/CoPwoCkt2gvfSgzkSeowcXQ6fNJxH87JyRQJ0QsflCFcM/W/QsWJDjvT4mmolykvFTM3NZqunDWfveTK/RVe29x6HfmG56/aNj2OFlTnR6eks7tOP/vXlOsGXxdjYmDVr1tC2bVvS0tLQ19dnz549bNiwATs7O/T09KhYUe6h6XUjdGmI9B2QdQa9UvOg/Cb0JCcYMnPvEpq0nBxNBHUr/Er5Ev2lO4OANCus44yorN+QyfW2UqFYbak25mhzMIm6ws2YWwyqNoA5DWZSvLBcZxCWkcBWvyvcTYvi62bDGFjNQPq6zSMDWe5iSs2SZTkyaDrNysvdn3I0Gva7ubDb5TYTWrTCdOYcyurLXffL8l7oKscSkboKCldDr8JB9IrK3rNziE7dT1SqEZVLjadtTVOKFJZ7gE/Li8M2bi9hma50rzyHluWGSKfa+6b6cTT0OMUKFeObJl/TsHTBi6AAaHRazoU5sjfwFn2rteJEr2+pqC83sRKfncFGd0uuh99lgUEvpjdpLz3B4B4dxTJLM3K0WjYOGUGXWnL3p5flvdCULhGRtgVyrqFX6ksoORU9PbnU6/QcD0KSlqHTZdKo8nrKFu8m10ahwyflBrbx+6hTsj3TGxhRpqjcPTtDk8mFyItYx9syosYwvmz8GUULyV13YFo0m30vE5udwv9ajKRHFbn7kxACk1BfVruaYVCxGueGzqJeGbmJlYzcXHY53+awpxsz27Rn9aChlCwqd90vy6vU1Zs1yBK56JK/gVx39Mp8D8VHKlDdzJLQpBUULVRJOd9VojFOicdpVnYgMxvup3jhMlIx7/uuzuKV4s2E2uPoVbmn9Cy7W1IwG31MKKJXiDXtP8SgfB2peBqdjuMBbmzxtGZQ7SZcG/kJVUrI5X8nZGay2eG+7+rrLt2ZZtDmmb6rV8XYsWMZO3bsU1/r3r07d+7Ilwl+fQhE5vF/fFf90Ktsgp7kBEOeNpGIlM0kZJhQq9xXVC3zEYUkO8EHvqscXTqDqi+kTqn2z3/TM7jvu7LndPhZmpZuyjKDJVTSl1sZTc/LZl+QGRfDnfmoQW+Wt52CvgK+q+XONwlLT+G3jgPpX7OR9IDtaqA/q60taVG5CqcnT6dBeblOsKC807oSOegSPwZtKHplfgJ9+QmGpKxrhCatokTRJrSsfpoSReUmm/J02TgnnsQ98RytK4xmZsMDFJOsbhabHceJsFPcy7jHlDqT6FKxs3QfbRd3l81+l6msX4a/Os+jcRm5jJUcrYaDfs7sumPH2AYGmI5Sxne1ztYa27BQFnbvyfgWrf7TWfYHvNOaQtzf3iDdCEqMQa/yVfQKlZeKeN93tY6UbEtql1tIldITFfRdFWZUrT+oXuLJSncvg1ZoMY+15HzkBdqVb8vK1kspV1RuYiUpNx0jf1NuxXgxr9EAxtfpIu278kiIYpnzTTI0uazvPpJu1eSqL+qE4JzvHTbYWtO1dh0uTZtBzWf4rl4lr1JXb9YgSxOIXpHPoNxq9PTkbopZeYGEJq0kKy+QuhV+oUKJwdKdYFC6LVaxRlQoVouJdTdRUV92qTmXK1HXuB5zk75V+rC6zQpKFJa77sjMJLbdvYJXchhfNh3K0BptpTtBq6h7LHe+SaXipTg4YAotK8gtNedqtRxyd2WnkyNjmrfgxow5lC8ud90q+aC5h8i6hF6FPegVlZtg0IlcYtL+JjJlB5VKjaJNzZsULSw5i6VJwDZuP8HpjnSrMpNW5YZTSLIT9E8L4EjocfSALxp9RpMyjaXiaYWOC+FO7PK/Sc8qzTjW6xsq68tNrCRmZ7LZ04rLIb58YdCdj5p0pJjkBIN3bAzLLM1Jyclm5cDB9Kwj1wmqPANNEHr6/4OSO9CTLOySkXuHkMRlaHRJNKi4nHIlekvFE0KHX6oZNnF7qFGiJdPqG1K2mNzAJUubxcVIE8xjLRlafTCfNvqYYoXkrjs4PZbNvpcJy0xgQbPh9KnaQrqPvhHuz0oXUxqVq8zJITNoVFZuYiUrL4/dLk4cdHdhmkFbbsyYQ+lictetkg+aAESuA3qVjqJXRK6wi06XTVTqbqLT9lGl9DTa1DSlSCG5e3ZqbjTWcbuJyrpDzyof06zsAOlnK68Ub46GHqdMkTIsbPod9UrJPVPm6TScDLHnYJA5Q2u25WSv7yhXTC7lPCYzjXXuFlhGBvG/tn2Y1LDNMwu7vAi3I8NZbmlOYb1CbB8xmvY1akrFe5N5swZZRRujV/oLqRD3fVdbic8wpma5z2hSZYe07youOwirWEMyNIn0r/YV9Up3loonhMAh0ZGTYadpWKoBf7T6jSr6skvN931XZ8McmFavJ0taT6R4YbnOICg1gZUutwhIieeXDgMZXLuJYr6r+uXLc2LiFBop6LuKStlDhPbgE8cTM2OBdYp9zltF4VroVfxbAd/VrX98V3VpUe04JYs1kWrWfd/VaVwST9Oq3HBmNtyngO8qgRNhp/FP92di7Ql0r9RVekXYMSGAzb6XKVOkOJs7zqK5pO8qV6vlsL8zO7zsGFmvBTdGf0IFfXnf1QY7a24FB/Fdt55Mbmkg3Qk+ID3HFYeQJ1PBvKJygLGKfMZbSdEm6JWaIxUiTxtHWPIGkjNNqVX+G6qWnirtu4rKuoNlzA506BTzXVnGWXM2wpjW5VqxovWfVFDId3U10o1ZDfuxrsNHFJX0Xd1JimG5sykJ2Rks7TKUPjWU8V2tsbGiQ40anJ/6EbXLKue7Ck/eRnz2k16ltOwoxT7jraNwXQpVMHr+ec/g/31Xqyil34ZW1S9QvKhcFk+uNhOnxON4Jl2kXcXxyviusqI5FnaSyKwoptadRIfy7aX7aKs4X7b4XqZuqcrs6jqfBqXlKgVna/LY4+vIPt/bTGnUFtMxn1KmqNyzdERqKqttLHCJiuKHnr0Z3VQ531VKtt1T+yq/2EzgU0U+oyC8WYMsCp56I4SGmPSjRCRvpWLJof/4ruTKMmdqkrCLP0hgmjVdK8+gdflR0rPsQen3OBJ6nDxdLvMbfqyI78okwpWd/jfoVKkRR3ouoFpxuc4gJSeLbV42nLvnxfyW3RTzXS23Mic2PZ0lffrTt75cDv/TqFHuY2rX/uOJ4xVLTlT8s94a9PSlbt6ZuXcJSVpGriaKehUXU75Ef6nm3PddWWIdt5sq+o2ZUu8vyheTm8XK1mZzOerqQ9/VvAaz0S8s1xmEZsSz1e8KAWnRfN1sGAMU8F2ZRQay3NmU2qXLcXTQdJoq4Lva5+bMHhcnJrU04OaMuZTVl7vuf1Navz1d61k++UK0A848OaHx/lDw++FjvqvSE2hTy5QiheTSZNLyYrGJ20t4phs9Ks+lRbnB0r4rn1RfjoYeR7+QPt81WUCD0vWl4ml0Ws6GObIv8Bb9qrXiRO9vqVBMbmIlLiuDjR6W3Az355vWvZjauJ2078rtH99Vnk7H5mEj6FxTed9V7fJf00j/+yeOlykuV9zhrUZyMjw9x42QpOXoRDaNKm9QxHd1J+U6dvH7FfRdZXA+4iI2CXaMqDGMrxp/Lu27CkiLZpOvCfHZqSxsMUoZ31WID6vdzGldsTrGQ2dRVwHf1U5nR454ujOrbXvWDhpGCYV9V+WKd6drvctPHI+vaoLDPQdFP+tleMMGWQUjOcvivu+qcBVaVPubksXkcmQ1ulzck87hnHhSMd9VYm4Sp8PO4p3qzYTa4+lVuYf0LLtL4j02+5pQtFAR1rb/kFYK+K6OBbiyxdOaIbWbcm3UJ1QuLu+72uRgy7UAf77u0o3prdtKd4JeEdGsv2bNgbnv8eDpFZOnTSA8eTOJmVeoVe5LRXxXMdl3sYwxJFeXyaDq31OnVDupeDqhwzbBntNhZ2lethnLDP6gkr6c6TstL4t9gWZcinDhowa9WdF2qrTv6m5yHMtdTInISGFxx4H0U8B3dSXAnzU2931XZyZPp76k7yozN4+9VrfJ0Wj5fqhcuprK03ncd9WUVtXPULyo3GRTni4L54STuCcZ06bCGAYo4LuKyY7lZNgpgjNCmFxnEl0qdpJOi7L9p7pZleLl2N55Ho0U8F3t93XCyMee8Q1aY6pAdbOotDTW2VphFx6mmO/K8V44227Z8ve8yVJxVPInVxNNWPJaUrJtqF1+IVVKTVDGdxWzg8KFijKq1p9UL9FcKt5935UFxhEX6VChvWK+q13+NzGP8WZeowGMU8B35Z4QyXJnUzI1eazvPopu1eTSF3VCcNbHmw12NnSvXQeTaTOpUUYybTMrG0NzB34c/nZMSLzVg6z7vqsVZOXdo26FnxX0Xe2iQrE6TKq7mQr6cgOXHG0OV6KvcT36Jv2q9lXEdxWRmcg2v6vcSQnny6ZDGVKjjXQnaBEZxAoXUyoXL8WhAVOlfVc5Gg2HPO77rsY2b8mNGbOlfVexqelsummDTUAICwb2kIql8nTu+64OEZliSKVSY2hb8yZFCpeXinnfd7WP4PTbdK8yi5blhkmvCN9N8+do6HH00OOrJp/TuLRcDr9Gp+V8uBO7A0zpVbW5Yr6rTR5WXAn15UuDHnzUtANFJTtBz9gYlluakZaby6qBQ+hRR7IT1Akueviw6YYNnevX5rvBPaXiqTydjFzvf3xXyTSouIJyJXpJxbvvu7qFTdxeapYwYFqDnZQtKnfPztJmcSHyEpZx1gyrPoRPG30i7bu694/vKjwzgW+bj6BXlebyG2qH3WWV6y2alq/C6SEzaCjpu8rMy8PI+TaHPFz5sLUyvquwxGTWX7PCMyKGhUPUSYtXgVaXRXTqbqLT9lOl9DTa1jSlcCG5ldGU3Chs4nYTneVLz6of07SMXEEbAM8UL46GnqBckbIsav4/6paUe6a877uy42CQxX3fVe//UbaoZGGXzDTWuZljFXWPhW37MrFha+mUc8eIcJZbmVO0UCEMR46hXXW5jcQ1Wh2nnD3Zfsue/s3/2wrUMryVgyyNNpnwlC0kZFz4x3e1k0KS5uO47EAsYw3J0iTTv/oC6pXqJBVPCIH9P76rxqUb8afB71TRl0tfzNDkcCDQnHPhjkyr35M/2kyiuOQse2BKAitdTAlMTVDMd3UzKJCV1hY0rFCRU5Om0bCC3OpCVm4e+22cOWTnyuROrbnyzWxK6StrPtZoNKxZs4aQkBCMjOTywt9G7vuuTP/xXdWnZfUTlCgqVzBCo8vBJfEMrkkPfFf70S8stzIanxPPybDT+KcHMKn2RLpV6qKM78rnMmWLlmBrp9k0LSuXvpir1fL3XWd2eNsyun5LRXxXsRnprLezxiI4mO+69WCSAr4r19BIVl02R09Pj01TRtK+rrLm4/ddUwC52jjCk9eTnHmLWuW/o2rpKdKz7A98VwLB8Jq/UrOkgVS8B76rcxHGtCnXmhUGf1K+WHmpmMm5mewJMOV6lDuzG/VjfV1535V3YjTLXUxJys5iRZdh9KohtwqoE4ILfr6ss7WkY41aXJw6g1pl5dI207Nz2GXpyCknL2b36MCaicMpXlS5xyxVU/f7qoTMi4QlraG0fjvFfFe3E4/hlXTpH9/VD9K+q6isaI6FniAqO1ox35VlrA9b/a5Qt1RljLrOp76k7ypLk8duHwf2+95mauN2iviuwlJSWGNjiWt0FD/+47uSHajaBISw5ooFFUqVYPescbSoIXfd/+ZV6uqtGmTpRB6xaUeJSNlGxZLDaFPzOkULy81iZWiSsI/bT2C6rWK+q8D0II6EHEMjtHzW6BOalZHbnFUrdFyKcGGX/w06V2rM0Z4LqCrpu0rOyWKrpzXGwd581rI7O/qMl/Zd+cTHsdzSnPjMDP7sN5A+9epLxRNCcNnTjw3XrWlTuzqnP59O7QqvZtPHjIwMhg0bhqGh4WPHIyMjOXnyJKVKlaJ69eqMHj36lXz+6yQz15eQpOXkamOoV3EJ5Uv0k4onhMA/zRzr2D1ULd5EMd/VpajL3IoxZ3C1gcxrMEdR39WCZsPpX62VdCdoGhHAChdT6pWuwPHBH9GknNzESrYmj72uLux1dWJyq9bcmDFH2ncVkZzKxuvWuIRE8O3gnoxu04JChZQvR/0+a+q+72ofUam7FfZd7SEi04MeVebSvOwgRXxXR0KOUaJwCb5tuoAGpepLxdPotJwJdWBfkBkDqhlwsvd3lC8mN7ESl5XOendLTCP8+bZ1b0V8V65RkSyzNEcrdGweNlLad6XV6Tjr4s1WU1t6N6nPha9mULWs3KrK03ifNQX3C/Hc913l0qjyRsoW7yoVTye0+KRcxy7+AHVKtufDBrspXVR2MjwD44iL2CbYMbLGcL5u8oW078o/LYpNPiYk5KbzfYvRdK8i90wphOBiyB3WuJrTtnJNzg+bLe27Ss/NxdDJgWNeHsxp14F1g+V9V/fik1h31ZKA2AQWDevDoBZyqfb58Sp19dYMspKzLAhJWk6xwtVoUe0wJYvJ5chqdLm4JZ3DOfEELcoOUch3lcipsDPcSfVlYu1x9FTEdxXEJt/L6BcqwvoOM2hZTq4zyNNpOervyjYvG4bWbsZ1BXxX8ZmZbLK34XpgAAu63t/vSrYT9AiPZtVlc3I0WtZMHEbn+s+/bpeEU5xJN3nieECaB8eOHePs2bMPj82fP5/58+c//H+5cuWoVOnJAfvatWtp0aIFqampjBw5soBX82Zy33e1icTMq//sd/WhvO8qyw+L2B1odNkMqbGI2gr4rmzibTkdfo6WZZuzvPUfVCwm77vaG2iGSYQLMxr0UcR35Zccx3Lnm0RlprGk42D61ZJLXxRCcNn/LqttLDGoWo1zkz+kXvnyUjEzcnLZY+XEMUd3PurWjmVjB1Oy2LOvOzrLhy2+g544Hhycwp07pejU6f9X/FVNPahudoWwpFWULNaSVtXPUrxofamYebosnBJO4pFkTJsKHzCg4XcK+K5iOB52itCMMKbWnUSnCh3lZ5v/8V1VK16eHYr5rm5j5OPAhIatuTX6U2nfVWRaKmttrXAID+f7Hr0Y17ylAr6rMFZftqBEsaLs/GgsrWo9P23TIe5vXNOPP3E8ItODffv2cejQoYfHHtXV+6gpgBxNFGHJa0nNtqNO+e+pXGq89ARDeKY7ljGGFCmkr5jvyizWgvMRF+lYoT2rWi+jbFG5iZXEnHR2BdzEIsabjxsPZGztztK+K7f4SJY53yRHq2Fjj9F0VcB3dcbHmw121vSsU08R31XKP76r8253+KR3ZzZPHUmxIs8eroRluD61r/IOiyfSpfZr66ve+EFWVl4AIYkryNEEU7fCL5QvMUh6tjkw3Qbr2F1ULFaPyfW2UqHY/7F3luFVXNv//xQJDkGDuxMIDiEkwSFIcHcplAottFQvt/xwlyCBEByCBw0JEDsn7u5C3N3tnPm/CO1t//T2lu6h/n2evmDOzJo5nayz9l57f9YSm7iUq8p5mmbDizQ7xrYyZN+AXTJxV9aE5ifzYa/JTGwtD3e1y8cWrfqNuDpuMX2aii25lldVcTnAj7M+1dyV7fLVNKkrFgTTC4o48twZt9gEPh4/ilmD+v7ibVGDm8/HuP3m1447NZrH4sWL+frrr9/4ecLDw1m4cCFdu3blyy+/5OLFi29s44+mau7qMin5Z2jRYKYs3FVRZRaumReIL/ZGt+Uq+jaZLAt3dT3+BjXfqcmmHh/QraHYPuwqtYoHSV6YR9uh36oPN0d/THNB7iq7rIRjgUqsEyJk5a52Kh0orqjgwITJ6MrAXT0KCOXoCxeGd+mA5ftLaav5y4J/63p9+Lj38deOe+R7UN73MqdPn37j5/kr+hRAcXkw8bk7qFIX0KX5PprUE+PbJElNeIEdrpnnaVu/vyzcVUlVCY9TrFBmVXNXG7ttQEMwyx5blM7xcGuSS3L4uPdURrfsJd5QOzGCvX4O9NZsyb1JK+jSWCyxUlJZyVkfT64G+rOs/0B2L59IA0HuKiEnj4M2ToSmZvDZpNFM0e75i7/3iJbLMWi/7rXjlvUNWbNmDZs2bXqjZ/mr+pRKXUpqwTnSCy/RquESdNraysBdpeCceY700gj5uKu8YCwSbqKp0UQW7qriB9yVUduBsnFXB/wdcUmL41MdA+Z2kYe72ql0oE7NmpydNhMdGbirW96BmDp4ML5PN558tJLmDX/ZVvsODQbxce9trx23irHCY7AHO3bseOPnkcOv/rCTrGru6hjZxY9p22QjWo3OysBdRb/irvIZ2/oTOjUYImRPkiTcsz24nXRPNu6qqKqMyzGKH3BXC2Thrnb72vGyMIevB49nQrvu4k0fY6PZ66ykm4zc1QUXH666+bFw2Nvhrn6NtLS0aNy4MZqamuTm5v7ejyOkau7KlvjcPdSr3ZW+rW9Tr7ZowYhyfHPu4pd7D+0mU2XhrjJfcVfRRTEs6DCPkc2GCwdBz6xojoZboalRH5Ohq2Xhrq5E+mAa4opx537YzliPZh3B1YWiau5KGR/HlpGjmCcDd+UTn8w+awU13nmH44tnMLCDWBCUQ38ln4JX3FXuIfJK5eWuFOnVE1ijtttoW7+fkL1q7soJy+SH6MjIXZ2LtsU2LYjVXccwt+MIWbirHT625FeUsXeEEXqtOwvZq+auwjjo6sSQtvJxV2cUntzzDWbVqCEcnC8vd/Vr9FfzqWru6hGJuQdoWGcQ2m0eUaeWaDK8GO/sGwTnWTGo2Vwmt/mSWjXEtl6nlKZyM+EWaWXpLOq4kEGaOsJjK0VGGCYRT+ncoBXmIzbQqaFY2fgfcldLegzCbsZ6GsrAXe1zURKQnsoXegZM7yGWWIFq7mrvU0daNGyA+co59G4j9r3lkBx+9YebZFVzV9dJzj9Js/pGsnJXsUVujGixHG3NacJZ9uiiGCzib6KSVGzstp6ejcSas6okNY+TfDgbbcsIGbmr40HOPIoL4b1+upwxmItGTbHvHZaZwS4nR7JLStgxZjz6MnBXVoERHHnhjM5b5q7+13PcunWLiIgIfH19OXnyJObm5mzZsoVLly6hqanJli1bfvPnkkslFWHE5+6mUpVB52bb0awnVv70h9yVVr1eLOp0kiaC3FWpqhSrFGscMhVM1BrPOhm4q/jiLEzCn/KyOIOPek5hjIzcVedGTbk1cRndZeGufDjv58PCfv2xXb6aRjJwV4eeOeGfkMLmiaOZPqD3W+Gufk5/dZ9SS+WkFpwnrcCclg3ny8JdFVSm45JpTkpJEKNarqV34/HC26JCC8KwiL9JvVr12NLzYzo36CRkr0qt4m6COxdiHJjYZgC3Rn8iE3elwD45hs0D9FnQTbzVh29qCjuVDkjA8SnTGdpWrJG4Sq3mnm8IJ+xcMejZhYcfLqdVI/m5q5/TX92nAArL/UjI2YlEFd1bHKNR3WFC9tSSitD857hnXaJj/SGycFdFVUU8SH6Ee7YH09tMZVOPD6klmGCILEjlaLgVuRVFfN53JiNbiI0pf8hdDWzRlkdGq+nQUFPIZlFFBae9PLgZUs1dHZKDu8rMYb+NkpdZuXw+xYBxvbu+Fe7q5/Q2/eoPNclSqQsJSjFCo1Yb+mhdp76GWFO1au7KEp+c2/RtMvlVll3sRzG7PIc7SfcIKwhnfvs5jGqhK8xd+WTHcjTcinq1NDgsJ3cV5IJRx148n76e5nXFqptllhRz1M0F25cxfDxiFAv79RcOggGJqeyzVlChUnFg3hSG/gLu6m3pnXfe4YsvvuCLL74A4MKFCwDo6Oigo6Pzuz2XqCSqeJn9DTklz2inuQmthkt45x0xt08rDUeZYUqVupzJbb+gXf0BQvZ+zF31Yaf2t8LcVUFlKeej7Xma4seKrgbsHbQEDcEgGJ6bwS5fO9Jl5K6soiLY7+JE/1ZaPFi4lI5NNIVsFpdXcM7Ji5uegSwfOZDdsyf9T+7qbemv6lMAVep8ApMnyMZdVahL8cm+SWDuI3SazmJC1y3UloO7SrhNYmkSCzuIc1eSJFVzVxFPaV23KabD36VbI8FWH6oqLoR7cS7Mg3ldB8jS7yqlsID9Lk54JSexdZQ+M3v3EeauPGIT2WetoEGdX85dvQ39lX1KkiqJzvqEgjJ3OmhupUWD2eLcVbE/ygxTatWoy4x2O9CqJzqmrKrmrlIeM7TZEPb030Xj2oIsf3kRZ6JeoMwIlY278stKZqePLVVqNUf1jBneSmz7okqt5m5YCEfdXdDv2JmnS1bQuqHY984rKeO0ozuPA8J4V38YJoun/0/u6m3pbfrVH2qSVaFKpWPT02jWGycDd+WMc4YZzet0lo+7SrXhRbod47TGsH/AburWFAsGySU5mERYE56fzIe9pjChdX8ZuKsYdvnYoVW/EdfGL6a3DNzVpQBfzHy8mNOnH7bLV9O4jtj3Tssv5MgLZzxiE/lkgh4zB/b9zbPsfxeVVb6kxjt10WlrR62aYiuE1dzVeRJKfNFtsYo+TSYJrwhHFEZyPf4mtWvUkp27MmjVVzbu6migEpuECD7sr8fSHoOEuavA9DR2Kh0orazk0MQpjGgvFgR/yF2N6NKB+x8so00Tse/9j/67KlUZdGlxhSZ1dYXsVHNXtrhmXqBd/QEs6XKWRrXFfrNLqkp4lPIEpywXjFpPZmP394S5q5jCdI6FPyWtLJePe01FTwbuyjoxgr2+9vRtqoXl5BV0biQfd7V8wED2jp9EfcEs+3fcVVhqBp9N1mdyP7EWJ//ov6u0MoY6tVag03Y3NWuIrYzmVaTgnGFGRlkUo1uto0ejMcLvLTAvCIuEWzTV0OSL3p/Rob7YmLJCXcXNOFeuvlQyrd1g7uhvoZEgd5VaUsABP0fc0uP5TMeQOV37iycYkhLZ5eRI3Vq1ODt9FjpaYgVtKlUqbnsFcdrRnYl9u78Rd/Vn1B9qklWvdg+a1h8vZCOjLApluill6gLGtd5MxwaDheypJTXu2Z7cSbpLj4Y92KH9b1rIwF1dinHkYZI3SzqP5v9k4K6i87PY7WtHXGEu/xo8nnEycFfPY6PZ66SgZ/MW8nFXzt5cdfdn0fABPP2DcFd/ZdWr3Y1OzV6HQd9E1dzVHfxyLdHWnMaKLhfRqCm4Mlqexa3EO8QWxbKgwzxGyMBdeWRFcTTciqYaDTEZuoaejcX4owqVisuR3pwJcWPm2+CudPWY16efLNzV3qeO1KpZE5PFM9D5A3BXf3XVq91DeIKVUhKMIuM071CDqe3+TZt6fYXsqSU1ikwl95MfoqOpw27tHWhqCG45ryjGLNoWu7Rg1nQdy9yOI4Sz7ME5aezwtqWwspz9I6cySgbu6mF4NXc1vH17Hi9eTrtGguXyy8o5o/DA0jeENXpDODTfiDq/M3f1V1d9jZ500PxUyEa5qhivbAtC8p4yqNk8prT9SgbuKoUbCbdJL8tgUccFsnBXjukhmETY0LVhK8xHvkenBmJjyh9yV0t7DMZuxgYa1BYs7JKfxz5nJYEZaXypZ8A0Gbgr56g49lkraNmoARdXzaNna7Hv/WfQH+xX49e/wOKqHNwyL/KyyJ0RLVagrTlVNu5KjZqN3TbIyl3ptujBDb1NtKgrFgzyyks5FuTE47hQNvYbxVmDecLcVWhmBruUjuSUlbJr3ERGdxTbw69WS1gFhXP0hQsDO7Th3sYltBPkrsorq14Letapz3BOcX3tXK8cH6F7/bn16wfwkiQRWeiIS8Y5WtfrzaJOp2iiITaAL1WV8iTlKY6ZSiZpTeDdLmuEuau4ogyOR1gTX5zJpl5TMWzVR7ywS1IUe/3s6dKoGbcnLqdbEzEutKyqEnNfHy74+7Co3wB5uKvcfA49dyYgMZUtE0czbYB4EPz//SqmKJaVnmtfOy8zJIPOiK2+/V1VUJmOS8Y5UkpD0Gu5ll6NxwlviwrJD8Ui4RYNazXg056f0EmQu6pUV3E3wYOL33NXm9HUEGyoXVrEIX8FjikxfDJAn4XddMQTDKnJ7FQ68g5wcuoMBrcR40JVajX3fII5Ye8mG3f1U7HqYdJjrLKtXzs3ojBS6F5/bv36v4Vq7soGt8zLdG44jGVdzWlQS+w3+0fcVdtpfCwLd5XC0XAr8ipK+LLfTEYIcldqSeJRXAgH/RUMbtmOx0araS/IXRWWl3Pa24PbIUGsGTSEI5ONqFtLsALpK+4qPjuXL6YYMKaXGHclSdJr14fmh/1krEqKSESPkb/6XqL6g02y3lxV6gr8cu/hm3NHZu7qLuEFkczrMIdRzUfKwl0dCbeiQa06HBm8gj5NxCDcSrWK61F+nAxywahjb15MX08zGbirI24u2L2M4ZMRo1ggA3fl/4q7UqnVHJpvxOBO4vDxY7dQTj925fm+9T/6zKjNZN5t/7qTzWs2T+ief0d9x12p1BVMbvsV7er3F7KnltQ4Z7lwL+kB2k36slN7O800xJofFlSWYh5tj3WKH6u6GrJ/0FJh7iosN4PdvnZklBaxfegkDNuKbV+UJIknUREccHFigFZrHi5cRocmYgmG4vIKzim9uOkVyArdQeyZPYl6gtxVfHouR+8paanZgG+W/KfXSLeGXTk+/CdKuEseXPa+LHTPv5sq1KV4Z98gKPcxOs1mM6HNp8LcVdor7iqpNIlFHRYwpOlgWbirY+FPaVe/GWdHrKdLQ7Hti2VVlZwP9+J8uCcLuulgKwN3lVxYwAEXJ7xTqrkr417i3JV7bAL7nipoVK8OZ5bPol9bMe6qUqXijiKAS8+9X4tVM9vPYEG31+OSYSOxgkR/RyW+4q40atTDuMMutOqKNer9IXc1vNlQ9vbfRSNB7iq7vJCzUbYoM8JY132cbNzVDm9b1JKaY3rGDJODuwoN5oi7KwadOvN0yUq0GoqNpfNKyjjt4MaTwAjWGwzjxOIZaNQSbO2SlMmhOwrMNv/Yf/o26cO24T9Rwj3TCg8PD6F7iuhPO8mSJInoQiecM81oUacrCzudQFNDbABfrirHKtUa23R7xmuNZdWAFcLcVVJJNiYR1kQUpPJRrymM19IWX2pOiWG3rz1t6jfi+oQl9NIUK3VZXlXFRX9fzvl6MVcm7io1v5Cjz53xeCkfd+UTmcShO47Uq1ObYxuNhWz9o59WUWUWLpnmJJb4odtiNX2bTBLOsocXRGCRcJPaNTT4uMeHdG3YRchelVrF/URPzsfYY9iqL7dGf0KzOmLBIKusmCMBSp4nRrKp/2iW9BgkXtglLZVdTo6UVVVxeJIRw9uJ7eFXqyUe+Idy3NaFkV078uCDZbQW5K4Kiss4Z+2BlXsoqyYPY9GYgUL2/tHrkiQ1YQW2uGaep339gSzpYkaj2mK/2cVVJTxKeYxzlitTW0/mfVm4qzSOhT8lvSyfzX2moddSrEiAJElYJYSzz88B7WZa3J+8kk6NxBIrxRUVnPXx4lqQPysGDJKFu4rLzuWQjRMR6Zl8NkmfSYLclSRJOAe/5Og9Ja2bNcZ00xyh5/tHP61q7uosGWXRjG71Lj0aGQqv5AfkBXIj4RbNNJrxZe/PaC/IXZWrKrkZ78q1l06vuKvNsnBX+/0ccZeRu3JPSmSX0oH6GhqYG8+mfyvxBMMtr0BMHT2Y1K8HTzatoFkDsUWA7IJiTj92RREQy/ppv9/K1JvqN5lkjR07lp07dzJ69GhZ7H3HXZWri5jQ+lM6NBgkZE8tqXHLdudOoiW9GvVkp/a3NK8juNRcWcaFWAceJ/mwtPNodg5YSB1B7ioqP4tdPrYkFuXzryHjGdu2m3jTx5go9jkr6d2iBXcXLKGLplgQLKmo5LyTF9c9Alg8XIenxuOFuavEzDyOWToRnpDBx3NGM3HwL2/6+FeWnH5VqS7DN+cO/jmW9G86QybuKpNbCXeILX7Jwg7zGd5smPB7c8uM5FjEU1rUacSJYWvo0Uhs+2K5qorLET6cCXVjdhdt7Gasp4kgd5VWVMhBV2dcEuP5VHc0c3r/8oba/03ecUnstVagUbMmJ5YYM6C9GHxcpVJj6RyEmZU7hjpdufvvlTRr/NeFj3+p5I5VySVBKDNMqUENprX7Vpi7UkkqHDOUPEh+xKCmA9nTfwdNaoutjOZWFGEWZYd9ejBruo1lbgdx7iooO5UdPrYUV1VwcOQ0dFsLbjmXJO6Hh3LY1ZkR7TvwZPFy2gpyVwWlZZxReHLfr5q7OrxgqjB3FZOSxeG7StJyCtgyzxC9fp3/iVXI61flqqJq7irfhsHN5jGl7TfUqiE2xkguTeFGwi0yyzNZ3GEhOpoDhMdWDukhmERY071Ra1m4q5KqCsxCPbgc4c2ynoPZPVycu4rPy2Ofi5LgjHS+Gm2AUXfxsZUy8iX7rZVoNWnIxdXz6Kkl9r0rKquwcPDjynNvpo3sy/3tK2lUX2wR4LfUW59kPX/+nAYNxCrFfKfiqmxcMy8SV+TByBYr6adpJMxdRRVGcz3hJgAfdH+PHo26C9lTSWoeJXlzNsoWvZa9ZOGucstLOBbozJP4UN7vN4rlPYcIc1chGensVDqSX17GnvET0esgzl09Dgzj6AsXhnRqx733l9JOU7DpY2k55208eegSzNLxQ9i92oi6GvL/yZaUlLB9+3Y6duyIlpYW8+fPB8Dc3Jz4+Hjq1q3L4MGDMTIykv3ev1Zy+ZUkSUQU2OOSaU6ben1Z3NmUxhpiA/hSVSmPU6xQZDoxSWsC67utQ0MwCH7HXSUUZ7GplxEGMnFXe3zt6NakBXcmLadbY7HESmllJed8vbkU4Mti7QHYLl9DQw2x752Um8+hZ04EJqXx6aTRTO0vzl25hcZz+K4jzRo14PSmOfRs/3aaPv7Z/ErOWFVQkYZz5jlSS0PRa7nuFXcl9t6C80O4kXCLhrUa8lmvzXRq0FHIXqW6itvx7lyOdWRSGx1ZuKv0kkIOBShQpMSyWceABV0HiCcYUpLZqXSg5js1ZOGuqlRq7voEccrBnTG9uvLowxW0bCT23nOLSjnz2A1b30jWGY1gnuEAagvG6J/Sn82nQD6/UksqQvKtcc+8QueGw1nW5Zw4d1VZxP3kh3jkeDKj7XTGtxorzF1FFKRwNMyKgspSvu43m+EtxMaUakniYVwIB/0dGdqyPY+N1tC+oVhipbC8nFPeHtwJCWLtoKEcmzyVOoLl02MystlvoyQhJ48vjAwZ07OLcIy294/muKUT3do25+LWRXTSElsE+G96m371VidZkiTh7e3N0KFDf/JzMzMzzMzMvv93ZmbmT55XzV3dxTfnLv2aTJGJu8rmduI9Igojmd9hDroycFde2TEcDbeiYa26HBuykt4ycFfXIn05FezK1E4ycVfFxRxyc8YhLpZPXvW7Eg2Cfgkp7LNWoJYkjiyYKgt39dA1hDOPXdHt15lb25bTssnba/poaWnJsGHDmD9/PrNmzfrewQYMGICnpyd5eXmUlJT8YQLXz/nVL/UpgNTSUJTppqhRMaXt17JwV05ZLtxLuk//Jv3Ypb2dpoLcVX5FCedj7LFJ8Wdl1zEcGLSU2oJBMDQ3nd0+dmSVFbNj+GQM2ohzV48jw9nv4sSg1m1k467MlJ7c8gpihe4g9s6ZLMxdvUzL4eg9JXHpOWyZa4jhgLfb9PHP5FdyxaofclcDm81hYput1K4h2PKiNI0bibdJLk15xV0NEt/OlhnOsfCndKjfXDbuyjzck/NhnizsPhA74w00qi1Y2KWggP2uSnxSktk6ygDjXr2Ft0W5xSSwz1pBk3p1MVsxmz5txL53ZZWKW4oALth4MnloL+59uxLNhmIr4T+nP5NPgXyxKrHY7xV31YCZHXbTqq5YwYgqdRX2GQ48SrGSjbvKKi/kTNQLnDPCWd99PDM7DKOm4JjSNzOJHT62SICJ3iyGthLbvqhSq7kTGsxRd1cMO3fGeulKWjUQG1vllpRy2sEdq8AI1hsO5+RwY2HuKiIxg8N3FeQVlfL1kvGM7CO2CPC/9Db96q1OsiwtLZk9eza3bt36yc/Xr1/P+vX/AUL/f0es5q6UOGeeo2WdbrJwV2WqMqxSrbFLd2CC1jjWdFkpXN0soTgLkwhrogrTZOOuHFJi2O1rR7sGTbCYsISeMnBX5/18MPfzZn5fbdm4q8PPnPCOT+aTCaMw1hHnrrwiEjl0x5EGdTU49v4s+nb65XuDr7904l5w0GvHo9OCuXHjBpaWlt8f++HfXmJiIrq61eWYS0tLvz/n7Nmz7Nq1iyZNmhAQEPBrv5Ls+jm/+l8+BVBYmYFL5nmSSvwZ1WINfZpMFOauwgrCsUi4iUaNOnzS4yNZuCvLV9zVGK1+3NL/hKYaYsEgs7SYI4FKXiRFsklbHu7KPy2VnUoHKlUqjk6eKsxdqdRqHviFctzOFb3unXj44XK0Got974LiMs5auWPtGcbqKcM5tH46Gr9wW1RwXgLDbb5+7XhReDKtQuN/9Pf1///t/Zn8SjxWqQnLf4Fr1gU61B8kE3dVzMPkx7hkuzGtjREfdt9IbUHuKvoVd5VZls+nfaYzSg7uKj6Mff6O9G/WmgdTVsnCXZ3x8eR6UAArBgxi3/jJsnBXB22URKZnsXWyARP7irc4UQbFcvSekvYtNDHfMp+ubX75qop5tB2XE51fOx6e85ILFy5w5cqV74/9nWNVXkUyzhlmZJbHMLrlero30hd+b4H5QdxIuEVzjeZ82Xsr7euLsvz/4a5mtBvCXf0tNKwt2FC7uID9fg54ZiTy2UADZncR567cEhPY6eRIQxm5q5uegZxReDC5X0+sNq2kaQOxBEN2QTGnH7miDIplw7SRzNLrT62avyxGe2fH/GSsyvOJpqdvye8Wq97qJCsuLo7MzEy8vb0pLi6mV69etGz5ywJPelkkynRTKtTFsnFXrtnu3E20pHdjGbmrGAceJ/uwrIs+u3UWCXNXkXmZ7PK1I0lG7so6Oor9LtXcleWCJXSWkbtaMkKH/5s5QR7u6p6S8MRMPpmjz4TBbw4fL+2izxftF792fJ55JIsXL+brr193QIAOHTp8n0WrV+8/PxLZ2dk0bVr9/2rv3r08evTojZ7nbenX+lWlugyf7FsE5D6o5q66XkJDsLpZRlkmtxJv87I4Tl7uKtyKFnUbc2rYWro3Etu+WK6q4lKEN2dD3ZnTpT9208W5q9TCQg66OuGalMCnuqOZ26efcBD0fJnEPmsFdWvX5NQSY/rLwF3dcwrk3FMPxg7s9qu4K23Njhyfsue14x5NPbgceZnTp0//12v/TH4lEquSS4JQpp+mxju1mN5uO63r9RF6lmruSsGD5McMbjpINu7qbJQtDukhrO02jjkdhgtzVwHZKezysaO4qoJDutMYqSUPd3XI1ZmR7TtgtXgFbRoJFnYpLcPU0YMH/qGsHT2UIwumCXNX0clZHLmnIC23iK3zx6Cn/eYJpXXdx/NBv6mvHTfc68KaNWvYtGnTT173Z/Ip+PV+Va4qwjP7OqH5zxjcbL4s3FVSSTI3E2+TVZ7Foo4L0Gkizl3ZpwdjEmFDz0ZtuDByIx0aiI0pS6oqOBvqzpUIH5b1HMyeEUaycFd7XRSEZmbwpZ683FVrmbir8soqbtj7ceWFN9NH9sXy2zfnroY278a2KT9RXVBlhUeVBzt27Piv175Nv3qrk6xPP/2UuLg4nj59Ss2aNWnyC7bQVHNXF4gr8mJkyxX0ayIfd/UO8GH39+guyF1VqVU8SvLGLNpONu4qp6yEo4FOWCeE84H2KJb2GCzMXQVnpLNT6UBhRQV7x09iVAexPfw/5K6GdmqH5ftLaSvIXRWWlnPe2oNHriEsmzCE3WumvhXu6uc0Z84ctm/fTnp6OkuXLmXNmjWYm5uzadMm9uzZQ0VFBQsXLvxNn+nn9KZ+JUlqIgoccMk0p229frJxV49SnqDIcGJKm0ls6PauLNzVsfCnJJZk83Hvqei37C3eUDspkj2+9vRo0oK7k5bTVQbuyszXi8sBfizR1pGFu0rMyePQMyeCktP5dJI+U/uLB0HX0DiO3FXQvPHb5a5+Tn8mv/o1sSq/IhWXzHOklobJxl0F5QdjkXCLJrUay8hduXE5VsHktjrcHr2ZJjJwVwf8HXFKfckWHQPmy8BdeaUksVPpSK13anB66gwGycBd3fEJ4pS9O2N7y8RdFZZw5okbtr5RvDt1BHMN3g539XP6M/kUvLlfqSUVIXnWuGddpkvDkSzrYk6DWs2EnqGwspD7yY/wzPHEuO10xsnAXYXnJ3Mk3IqiqjL+pT2HYc27CdlTSxIPXgZz0F/B8FYd5OOuvNy5Exr8PXcl2u8qOiOb/dYKknIL+NzIQB7uyi+a4/eruatLny+iY6u3w139nN6mX70jSZIk8/P+avUZ2JVP7gykXxMjhjVfQp2aYj+KWeVZ3E68R1RRFPPbz2Nk8+HC3JVndjTHwp7SqHZdtvSZTq/GYsGgQqXiWpQPp4Jdmd6pL58MGE3TOoJNH4uLOOTmjCIujs0jRzG/r7Zs3JUkSXw1dQyDOoo3fbzvEszZJ27o9evCBzNHCXFXM2fO5NSpU7Rv//p2rXnz5nHw4EG6dBHbwvZnlM5gbb62HIMaNYat3qdtfW0he2pJjTLTGcvkBwxoos289nPQ1NAUsplXUcL5GDuepQSwqtsY5nccKc5d5aSz09eW3LJSvhkyHv02Yu9ekiQeRYZzwMWJIW3a8rmePu0biwXBorJyzJRe3PYOYuWowazWG0JdwSz7d9xVfHouW+YaYCDAXTk7O3Pnzh2OH/+JPlkeHly+/PMrWX9l9R7Ymc23BzGw2VwGN5snzF2llqZxI+EWqWVpLO64gEGaA4UHL06Z4RwPf0rHBi34uJcRnWXgrs6FeXIh3JNF3QfyvvYoYe4qqSCf/S5KfFNT+VxPH+OeYokVANeYePY9VdC0QT2+NDKUh7ty9OfCMy+mDO3Fhum6NGnw69/3qFGjcHBwoM5PNCM3NDTEysqKhoL9if6MGjC4L5/f06NujUYYaG2Ulbsa0WwYs9vNpGFt0VYfBZhGvcAlM4L3ekxkRvshsnBX/+djyzvAtiETGNJSPu5qTOcufKqrJwt3dcrenadBEWwwHM7i4TrC3FV4YgaH7yjILynj03mGjOj96xNKDx48ICgoiG3bfmIly6q6T9bPrWS9Tf2h+mRVqctY2OkkmhpiA/gfclcTtcaztssq2birmMJ0Puo1hbFa/cRn8MnR7Pa1p0PDJtycuIweTQSXXF9xV+f9vJnfrz8vlq+m8U/8kL+JUvIKOPLcGZ/4ZD6ZqMeMAX2EuSvP8AQO3VXQuH4dTD6YRZ+OYnuD/9F/V3FVFv2bGtOn8QTZuKu6NeqyuecmujToLGSvSq3iXoIHF2IdGCsjd3U4QIFtchSf9NdnUfeBsnFXVWo1x6ZMZVhb8SB43y8UEztXRnfvxKMPl9NKkLvKLy7DzMoNa68I1kwexuENM6gtGAT/0X+XWqpiaZdzNKwt9ptdXFXMg+THuL7irj7q8b4wdxVVmMqx8KdklRXwWZ8Z6LYUa876HXe118+BAc3b8HDKKjoKcldFFRWc8fbEIjiAVTqDOTBhCvUEuauXWdXcVXRGNlunGDChj/hW+++4qw4t35y7+kdvpuKqbEY0Xy4LdxWQF8iNxFu0rNOSr/p8Trt6YmPKclUlN+JcuB7nLBt3lVyczwE/R7wyE/lMx5BZXbRl464aaWhw3ng22jJwVzc8Azir8GSKtjzcVVZ+NXflFBzLhum6zNYTXwT4I+sPNclqotFWaIKlltS4ZrlxN+k+fRr3Ylf/7TTTEF1qLuVCjANPkn1Z3sWAPQMXoyGYZf+Ou0opLuDfQyYwpp3YUnM1dxXJPhcl/VpqYblgKZ00NYVsFpdXcN7ZGwuPAJaO0GHHrInUF6xulpCRxzFLJVFJmXwyx4Bxg8Tg43/0v6Wp0Z6+TSYJ2Ugvy+BW4h3iixNY2HEew5oOFX5vLpkRHA9/ilbdJpwetpZuMnBXF8O9MQur5q7sZ2ygsYbg6sIr7sotKZHPRo1mdu++MnBXiex7qqCeRm1OLzVGu53Y965UqbjnFMQ5K3fGD+rBvX+voGmjf/pdvW01rt1aaIKlklQ4ZCh4mPyYIU0Hsbf/ThrXFtxyXl7E2WhbFK+4q9kycVc7vW0pU1VxeNQMRmoJbjmXJO6FhXDEzYVRHTrKwl3lv+KuHvqHsk5/GMcWTUNDsBx1VHIWR+4qSM8rYuuCsej16yxk7x/9bzXV6ECPxgZCNpJKkrBIuEVORS5LOi5GR1OsYq4kSdilB3MiwoZejeXhroorq7mrq5E+rOg1hL0jjahfS3CrfV4u+5yVhGZl8KWeIUbdxRtqKyJfcsBGSVvNxlxaPY8eMnBXFva+XH3hwwzdflhuX0WjemKLAH8G/aEmWSKKLIzCIuEmNajBhz020r2h2MSlSq3iYZI356LtGN2qNzdHf0zzOmLB4P/nrpb1HExt0aaPr7ir4ooK9o+fjK4M3NWjgFCO2boyvHN77n+wjDZNxL53YWk55k89eOwWwoqJQ9m7VrzpY2JKLh3a/jibah7mwWXF1dfOzUgI56DQ3f6eKlWV8ij5CYpMJ4zaTOY9Gbir2KJ0jodbk1SSzSe9pzJaBu7qWWIke/3eDne1rP9AbJdPoIEgd5XwirsKScng00mjMdIW565cQqq5q1aaDTn7yTy6txNv+piTW0zrVv/ZBumXlUyX63tfO7c8OpFZQnf7+yooLxiLxFto1m7M1t5b6Fi/g5C9ih9wV0ZtB3JbfwuNaws21C4p5KC/I85pcXyqY8DcLuKtPjyTk9ildECjZk3OTDNGp7VYI/EqlZpb3oGYOngwvk83nny0kuYNxRIMuYUlmD52w94/mnVTRzBXv78wd/VTsepEkDOnIjxfOzc1I0HoXn9XFVYWYpn8AK8cn1fc1Rhh7iosP5mj4VYUV5WzTXsOQ2Xgru6/DOaQv4IRWh14MnUN7RqIbTkveMVd3Q0NZt3goRyfMk2431VUehb7bZSk5BXw+RQDDGXgruz8ojhm6USv9i259PliOrbSFHrG0rIK6tX9cUx2S4v/yVhV4hfOhvpvtwT8z+lPP8nKLM/iTuJdoopiWNB+LiPk4K6yojkaboWmRn1Mhq6ipwzc1dVIH06HuGLcuR+2M9ajKVjd7Ifc1ZaRo5gnE3e196kj77zzDscWTWdgB/Eg+MC1mrvS1+7K7W0raNFEjLPLKyjhwi1X7F0jeHLxgx99tq7PCLZPnPvaNfPu+wjd8++mau7KCcvkh+g06c+e/jtk4a7ORdvyIjWQ1d3GMq/jMmHuKiQnjZ0+duSVl7J7+BRGC3JXakniUUQ4B12dGNK2LY8XLaddY8GG2mXlnFF4ctcnmNV6Qzgwz0iYu4pNzeboPSWJmXlsnmuAQX+xfleSJKH0jObUZUfG6vZi4/L/ZJMHtWiHculXr13zHZP1j365qrmrm6SVpbOo40IGaeqIv7eMMI5HPKVTg5aYj9hAp4ZiBU5Kqyo5F+bBpQhvFncfhN2M9TQU5K4S86u5K//0VL7QM2B6D/GG2i7R8eyzVtC8QX3MV86hdxux711ZpeKmoz8XbTwxGt4Hy29X0liAuwLIyini7HUnPAPieGi+8UeffdR/NJ8NHf/aNYZmNkL3/LupSl2FbYY9T1KsGNl8BPsG7KJhLXm4K9esSDZ0nyALd+WdkcROX1tq8A6n9GcxWAbu6lZIEMc8XBnXuSs2S1fRUrDhc25xKScd3LAJjvyeuxJNMIQlpHP4roLCknL+vWwiwwW4K6heBHiuDMXMwhlLsw0/+ky3dSee/kSsstKsZrJ+L/1pJ1mlqlKsUqyxz3BkYuvxrO2yWpi7ii/OwiT8KbFFGWzqNYUxMnBXdsnR7Pa1o3OjptyauIzugtxVWVUl5/18uODnw4J+/bFdvppGgtxV8ivuyjc+mc0TRzN9QG9h7sojPIHDdxU0qV+XEx/OpncHQfi4UsX9Z/5cuefOeL3eXDdZI2TvH/20wgrCuR5/g3q16snOXY1vrc1t/c1oaogFg8zSIg4FKLFPjuaT/qNZKAN35Zeawk6lIypJzfEp0xjaVryhtqVvCCZ2ruj36Cwbd3X2iRs23hGsmTKcI+8ZC3NXUS8zMLnoQH5hKVs3TGSYTmche//odRVVFfEw+TGu2e5MbzOVTT0+FM6yRxWmcjTMipyKIrb2MZaFu3ocH8p+P0cGtmjLwymr6NBQU8hmUUUFpt4e3AgOZPXAwRycKAN3lZnDgWdKYjNz2DrZgPEycFeKwGruqpNWU85/tpAurcUQg/LySm489ub2Yx+MJw7A4p9YJbskScI/L4AbCbfRqtuKr/t8QVtB7qrsFXdlEeeMcfuh3NHfTMNaYhPtpKJ89vs74JOZxNaBY5jZWbzVh0tiPLuUjmjWrctF4zn0E+SuKqr+w11NG9CLJ5tW0rS+2CJAZn4Rpx664hrykg3TdZklA3cVFJ6MyUUHeAd2fDpDyNZvqT/dJEstqXHOcuVe0n36Nu4tC3dVUFnK+Wh7nqb4saKrAXsHLRHmrsJzM9jla0daSSHfDpkoC3dlFRXBfhcntFvJx12dc/Lipmcgy0YOZKcs3FUuR+8piU7O4pO5BowbKN700dUnlpOXHWnTqgkndiykSwexieo/el3pZencTLxDYkkiCzvMZ2jTIeLvLSvyB9zVOro1EgsG5aoqLoR7cS7Mg3ldB2A3Y70wd5VSWMBBV2c8XnFXs2TgrjxiE9lnraBBndqcWTaLfu3E4eN7yup+VxMG9+Detytp2lAsCObkFXPuhjPOXjGsWTCKGRMH/OKmj//ol6lKXYVDpoJHyU8Y0mywfNxV1AsUGaGs6z6eWe2HCXNXflnJ7PKxo0Kt4qieMcNbiW1f/I67OuzmzOgOnXi6ZAWtG4ptOc8rKeO0oztPAsJ512AYxxdNl4W7OnzHkcz8Yj5fKM5dSZKEnUsEplcV9OneGvMDy2irpSlk8x+9rsSSJG4k3CK3IpelneThrmzTgjgZYUPvJu24qLuR9vXFuaszoW5ci/RlRa8h7B85VZi7epmXy14nBRHZWXw12pDJ3cTHVopX/a46NGvC1bXz6dZK7HuXV1Zx3c6Xa7Y+GI/qxz0ZuKu0jHxMrzkRFJ7MhqX6TNQXL772W+pPNcmKKIzkevxNar1Tk009PqBbw65C9qrUKh4keWEebYd+qz6ycFfZZSUcDVRikxDBh/31WNpjkDB3FZCexi6lA6WVlRycOIWR7QWDoFrioX8ox2xdGNG1gzzcVUkZ55568MQ9lBWThrJvnXjTx9iETE5cciQjq5BNq8aiO0Tsff83lZSUsH37djp27IiWlhbz588HIDQ0lJs3b/LOO++wePFievfu/Vbu/3uqpKqERylPcMpywaj1ZDZ224CGYHWzmMJ0jkc8JaUkl497T2V0S7HtQZIkYZMYwV4/B/potuLepBV0aSyWWCmprOSsjydXA/1ZPmAgu8bKw10dtHEiLLWau5oiB3cV/JLD95RoycRdlVdUccfKhxsPvTEa2w+LE2toJLgt6r/p7+xXgXlB3Ei4haaGJp/3/pQO9cW2B1Woq7gV78qVWCVGbQfJwl2llhRwwM8Rt/R4PtUxZG7X/uKFXZKT2Kl0oG6tWpydPgsdLfGG2re8Aznt4M7Evt15/NEKYe4qp6AE0yeuOPjHVPe70hdPMIRFp2JywYHyiiq2bZrKwH5iMfq/6e/sUwWvuCvvHB9mtpvB2JaGwivCoflJHA2zolRVwb/7z2NIc7ExRjV3FcQhfyUjtDpgNXUtbRuIJVYKyss46enOvbAQ3h08jBNG02XjrlLzCvlyqiGGPcVbnNj6RnH8vhO9OrTi8heL6dBSU8hmSWkF1x94ct/Gn7lTB/Hl+5Ne47Dk0tv0q//5pmJiYrh79y4FBQW0b98eXV1dBg4c+MY3ElFmeRa3Eu8QUxTLgg7zGNlsuPDgxSMriqPhVjTVaIDJ0DX0bCzGH1WoVFyO9MY0xI2ZMnFX6UXV3JUyPo4tunrM69NPeMnVJz6ZvU8dqVmjBscXz5CFu7rvHMRZK3cMB3Tlzr9X0Lyx4N7g/BLO33LB0S2SlfN0mT1Zh1pvsRy1paUlw4YNY/78+cyaNet7Bzty5Ah791aDlN988w1mZmay3fP39iu1pEaRqeR+8kN0NHXYrb0DTQ0xCDevophz0Xa8SA1kTbexzOs4UjjLHpyTxk4fWwoqytk3wohRrTsL2VNLEg/Dwzjo6sTQdu14vHg57RoJNtQuK+eMwoN7PiGs0RvCoflG4gmG1GyO3FWSlJXHlnmG6GuLw8cK9yhOXVHQrVMLzuxZ8hqML7d+a7/6vX0KIKU0hRsJt0kvy2BxxwUMlIG7cswIxSTcmq4NW2E+8j06NRCbaH/HXV0M92JJj8HYysBdJeTnsc9ZSWBGGl/qGTBNBu7KOSqOfdYKWjZqwIVVc+nVWoy7qqis4qajP5eeecnGXWVmF3LmuhPegfG8u2g0RmP7UfMtrgj/HWNVlboK23Q7nqQ+Rbf5SFm4q8yyAkyjnuOeFcWGHhOZ3m6wMHfllZHITh9bar5Tg9MGsxnUQmzLedUr7uq4hyvju3SThbvKKS7hhL0bz0OieM9wBIuGizfUDo1P59AdR0rKK/l2+SSG9RJfBHimCMHMwplB2h24eHgFWi3EYvT/0tv0q/85EnBwcGDu3LkkJCRw+vRprKysSEtLY/PmzSxduvSNb/gmKlWV8iTlKQ4ZCia1nsC7XdaIc1dFmRyPsCauOIOPehkxplVf4SD4IimKvX72dGnUjNsycVfmvj5c8PdhUb8B8nBXufkceu5MQGIqmyfqMX2AeNNHj7B4Dt9VoNmwHqc+mk0vGbire9Z+XLvvwYTR1dxVk0a/fKJq7uvNFctbrx1Pj45k8I0bWFpafn9s/fr1rF+/HoDExER0dXUBKC0t/f6cpKQkWrRo8f05cur39KvQgjAs4m9Sv1Z9Pu35CZ0aiFXeqVRXcTfBg4sxDkxsM4Db+lvQ1BDLNldzVwockmP4ZIA+C7vpiCcYUpPZqXQE4MTU6QxpI85d3fMJ5oS9GwY9u/Doo+W0aiQW/POKSjnzxI3nPpGsnTKcBYbi3FVkbDomlxwoKCzji42TGDrgl79vv7RUupocfu14WVw8PUNDGTp06PfHfuhT8Nv71e/pU0VVRTxIfoR7tgfT2kzlYxm4q8iCFI6GW5FbUcyX/WYyooVYc1ZJkngUF8oBf0cGtWjHY6PVtBfkrgrLyzH19uRWSCBrBg3hyGQj6tYSWwmPzcxhv42SuKxcPp9iwLje4oVdHANiOGqppEvrZlz4bCGdBbmrsvJKbj7y5vYTH2ZO0uHGibXUr/fLs+wnPNw47f96QabU5CQuXLjAlStXvj/2d41VkiThlxfAzYRbtK6rxdd9vqRtPbGkcJmqEos4Z27EuTCz/VBuy8Jd5bHPzxG/rGS2DjTEWAbuyjkhnl1OjjSVkbuy8PDHTOnFdLm4q7wiTj5ywS0kjvdmjGLmKPFFgMDwZEwu2FOjRg12bjVGu+cv5+zcEhN+MlaVhIQyNDn9d4tV/zMKqFQqioqKGDduHImJiaxcuZKKigosLS0xNTVl48aN/8vEG+s/3JUl/Rr3Y1f//6OZhljWtaCyFPNoe6xT/FjZ1ZB9MnJX6SWFbB86EcO28nFX/Vtp8WDhUjo20RSyWVxewTmlFze9AlmuO4g9sydRT5C7ik+v5q5iU7P5ZK4BY3XE4WMX7xhOXlbQvrUmJ3cuonP7N98bvG7wULYbz3rt+DylG4sXL+brr7/+yes6dOhAZmYmAPXq/eeHp3379mRlZX1/jpz6PfwqrSydWwm3SSxNko27csmM4Fj4U9rWb8qZEe/StaE4d3U+zBPzcE/mdx2ArQzcVXJhAQdcnPBKTmLrKH1m9u4jC3e196kjjerV4czyWfRrK85d3VEEYG7tycTBPWXhrrJzizGzcMLNN5Y1C0YxfcKbb4sa1LoNyk2fvnbcw8ODy2VVnD59+r9e+1v71e/hU1Xqqup+VymPGdZsCHv676JxbcEt5+WFnIl6gVNGOO92H8/M9kNl4a52+thWN9TWM2aYIHelUqu5GxbCUXcX9Dt25umSlWg1FEwwlJRx2sGNx4HhrDcYzonFM9AQTTAkZXLojoKcwmK+WjQe3b5iCSVJknjhHM6Za0r69Wjzq7mrj0bo8pnBmNeOG957xJo1a9i0adNPXvd3iVWJJUlYJNwkryKPZZ2WMEBG7qpPk3Zc0n2fdvXFJtpFleWYhrhjEeXLql5DOag7jXqiCYbcHPY6K4jKzuYrfUMmdRXnrhwjYtlvo6RjM01ZuKuyiiqu2flw3c6XWXraWG5fRUNZuCslQeEpvLdMnwmj35y70u3Qkac/EausrKqrC+7YseO/Xvs2/ep/zjLWr1+PiYkJn332GY0bN6Z58+Z07dqVYcOG/WhlQC6FF0RgkXCT2jVqs6nHh7JwV/cTPTkfY49Bq77cGv0JzeqIlvgs5miAE8+SIvhIW4+lPQYLVzf7IXd1aOIURsjAXT14xV2N7NqBBx8so7Ugd1VQXMY5aw+s3ENZOWkYB96dhobgtqiY+GruKiunkI/XjEV38Nvhrn5Oc+bMYfv27aSnp7N06VLWrFmDubk5W7Zs4cSJE7zzzjts2bJF1nv+ln5VXFXCo5THOGe5MrX1ZDZ2f08W7upY+FPSynLZ3Gcaei17CdmTJImnCeHs83Ogb1MtLCevoHMjsSBYXFGBma/X99zV3vGTqC9Y3Sw+O4+Dz5REpGXy2SR9JvUTb/r4Xb+r1s0ac27zPLq1Feeubj/x4eYjb6aO7cd1k7fHXf2cfmu/+q1jVcAr7qqZRlO+6P2ZLNzVzThXrr5UMq3dYO7ob6aRIHeVUlzAAX9H3NPj+UzHkDkycFceSYnsVDpQr3ZtWbirSpWK215BnHas5q6sNq2kWQOxlfDsgmJOP3ZFERDL+mkjmTO6vzB3FRqVyvEL9lRWqfn242no9BV7379Gf/VYVVBZgGXSA7xzfZnVzpgxLQ1k4a6OhD2hTFXJtwPmMbiZOHd1LzaIwwEKRmp14um0tbSpL85dmXi4cz88hA1DhnPSaIYwdxWZlsU+GwUZBUV8PXUMBjJwV899IjG570zfTq24+sVi2svAXV2778mDZ99xV5PfGnf1c3qbfvWOJEnSLzmxqqoKe3t7XF1dSU1NpUWLFixevBhtbe1fdeOfUsf+nZh3dQELOsxjhAzclfsr7qqZRkM2954mG3d1JsSNWV202aStRxNB7iqtqJBDrs44J8azZaQec2XgrrzjkthnraBWzZp8ZWSIjgzclaVzEGZW7hjqdOX9GaPk4a5uuuDoHsmq+brMmiTGXc2cOZNTp07Rvv3rgW/evHkcPHiQLl3EfmTeht62X/Ua2IvJF6cyUFOHOe1mC3NXuRVFmEXZYZ8ezJquY5nbcYRwlj0oO5WdPnYUVZWzbfAEdFuLZZvVksSD8FAOuTozvH17to7Sl4e7cvTA0q+au1qhO1iYu4pJyeLIPSWp2QVsmWeIXr/OsnFX3Tu15IOVhrRv8+t3ADg7O3Pnzh2OHz/+2mff9cn6uZWs30u/RazqoN2BJRbLWdxhITqaA8SzzekhmETY0K2RFpt6GdFRBu7KLNSdSxHeLO0xmI39dGlQW7CwS34ee52VBMnIXTlFxbH/FXf1ldEYerYWb6ht4eDHlefeTBvZl3eNRghzVxnZhZy95oRPcALvLtbDaIy2UHWzUaNG4eDgQJ2fQAAMDQ2xsrKioeCq4NvQ2/arHjo9mXTRiFHNRzKrnTENaomNMTLK8jkd+RzP7GjZuataNWqwbcgEWbirm8GBmHi6MaFLNzbr6tGyvjh3ZWLnxovQKDaOGcHCYXJwV2kcuqOgtLyST+cbMrSnPNzVWQtnBmt34L1lBrRq/usXAR48eEBQUBDbtm177bNfspL1NvWLRwm1atVi0qRJTJo06a09jEYNDfb23yULd3Us4ikJxVl81MsIw1Z9ZOOuujZqxu2Jy+nWRHDJtaqSc77eXPT3ZbH2AF4sE+euknLzOfzMiYCkNLZMHM20AeJB0D0snsN3FDRtVJ/Tm+bQs71g08dKFXetfblm6clE/T5YmKyh8RtwV381vW2/qlRX8WnPzXRqINYEsFJdxZ0Edy7FODKpjQ63Rm8W5q4ySos45K/AMUV+7uod5OGuqlRq7vkGc9LeDcNeXXn04QpaNhJMMBSVcvaH3NUY8aaPkbHpmFx0oLC4nC/fn8yQ/mLv+8+s3yJW1atZj93aO4Sz7BEFKRwNsyK/soSv+s1ieIvuQvbUksSjuBAO+DsypGV72bir094e3AoJYu2gIRyVgbuKychmv42ShJw8Pp9swFgZuCuHgBiO3VPStU1z2bgri4de3LXyZdbkgViYrHkj7uqvprftVyqpim9k4q6uv3TiRrwLs9sP547+FhrUEmyoXZTHPj8H/LNS+HzgGIw7i7H8AE4JcexWOtK8fn0uz5xLn5ZiTHtFlYrrHv6ce8VdWW1ahWZ9wcIueUWceOCMe1g87xvrMUO3r3CMDghLwuSiAzVr1GDXG3JXf0b9oUq4a9ZuIjTB+o67snnFXe0ftFSYuwrLzWCXjy1ZZcX837BJGLQRW2qWJIknURHsd1EyUKsNDxcuo0MTsdWF4vIKzJSe3PIKYoXuIPbMmSzMXcWl5XDUUsnLtBy2zDXEcIB4EHT2iuHUZUc6tG3KqV2/jrv6R2+mZhpNhSZYkiThnBnOsfCndKjfnLMj1tOloVgwKKuq5Hy4F+ZhHizsPlAe7qqggP2uSnxSktk6ygDjXr2Ft0W5xSSwz1pB43p1OLt8Nn3bChZ2qVJxWxHAeRtPJg3pieW3K9EU5K6ycos4Z+FczV0t1GPG+P5vtbrZP6pW49qNhSZYWa+4K+eMcNZ3H4+xTNzVDm9b1JIaE71ZDG0ltp1NpVZzNzSYox6u6HfsjLWM3NWTwAjWGwzj5BJjYe4qIjGDw3cV5BWV8vWS8YzsI7gSrpawdQ7jzHUn+vVow/mDy2nTSixG/6P/rWYazYQmWJIk8Tw1kFORz+jbpB2XdT+QibtywyLKj9W9h3FId7os3NUeJwUxuTl8NdqAiTJwVw7h1dxVlxZNubZuAV1bCiYYKqq4ZuvDdXtfZsvEXaVm5GN6VUlwZArvLTNg4mjx4mt/Bv2hJlm/VlVqFZavuKsxWv24pf8JTTXEuasjAUqeJ0WySXs0S3oMEueu0lLZqXSgQqXiyKSpDG8nFgTVaon7fiEct3NlVLeOPPxwOVqNxb53QXEZZk/deeoZzqpJQzn47nRh7io6LpMTlxzIzi1m87rxjBgkvjfYWRGB/pgf9yy46OKDRfCd185PDonioNAd/56KLkzjWPhTMsry+bTPdEbJwF1ZveKutJtp8WDKKjo1EitoU1xRwVkfL64F+bNiwCD2jZ8szF3FZedy0EZJZHoWWycbMLGveBB0Dn7JkbtK2rZojPmW+XRtI9j08Qfc1bTx2liYrKVhA7EgmJGWT0ZGAdoD/rMVJCAxlT7bjr52bmlyPFN/e8zrT69yVSU346u5q+nthsjIXTngkZ7IZwMNmN1FnLtyS0xgl5MjDTQ0MJs+iwEycFe3vAIxdfRgcr+ePNm0QjbuShkYy/qpI5ktA3cVElnNXanUar79ZBo6fQQnqio1LooIDMb1+dHx0w7umLn4vnZ+fFyS0P3+rgrJS+RIuBUV6iq2D5jP4GZiY4zvuKtDAQr0WnfGeto6WtcXY9rzy8ow8XTjQXgo7w0dzqmp8nBXe60dySwsZtv0sYzu0VnIniRJPPeO5PgDJ7Q7t5aNu7pq6cHD5wHMnzaYrz+cQt06YjE6KSGb9h1/HEM9YhN/MlYVRYWyuqfY6qiI/vSTLLfMSI5FPKVFnUacGraW7o3EgkG5qorLET6cCXVjThdt7Kavl4W7OujqjGtiAp/q6jGnj3iJT69X3FWdWjU5tcSY/u3Fmz7ecwrk3FMPxg7sxt1tK2jWWCwI5uYXY37TFaVHFKvm6zJzko5wEIwITeH08edUlFe9NslarTeEbQtnvnbNvDAXoXv+3fRD7mptt3HM6TBcOMsemJ3KTh9bSqoqOaQ7jZFa4tzV/fBQDrs6M6J9B6wWr6BNI8HCLqVlnFF4ct8vhDV6QzmyQLyhdkxKFofvKknLKeDT+YaM1hZPMDi4RWJ6VUH3zq0w27eUdq01hWyWllRw67orj+75sGKdwY8mWTod2nB85+bXrvmOyfpHv0ySJGGfHsyJCBu6N2rNhZEbhbmrkqoKzoa6cyXCh2U9B7N7uJEwdxWfl8deFwWhmRl8qWeAUXfxhtrKyJfst1ai1aQhF1fPo6eWfNzV9JF9sfx2JY0Et0WlZxVw9roTvsGJrF88milj+glxVwABvnGYHn9B3Xq1X5tkvT92JJunGL52jaHygdA9/27KKMvnVORzvLKj2dhjElPbDRLmrjzSE9jla0edGjU5azCXgS3EtrNVqdVYBAVwwtOdSd2682zZalrUF0wwFJVwwt4V29AYNo4dwcKh4g21Q+LSOHTHkbKKKnaunMKQnuKLANaOwZy74cIQ7Y5cOrJSiLsCKCwo5fpFZ17YBHLP+seVBEd07cCTba/Hqu+YrN9Lf9pJVlxRBscjrEkozuLj3lPRbym29Pgdd7XH147uTVpwZ9JyujUWyzaXVlZzV5cCfFmircOL5atpqCEWBJNy8zn0zInApDQ+naTP1P7iQdAtNJ7Ddx1p3riBLNxVRWUV96z9uH7fk0kGfblusobGDcWCYFZmARfOOODj9ZLV68cw0WiAkL1/9Loq1VXcjnfjcqyCyW11uD16M00Euav0kkIOBShQpMSyRceA+V0HiBd2SUlmp9KBmu/U4NTUGQxqIxgEVWru+gRxysGdMb268vijFbRoKM5dnXnshq1vJOuMRjDPUBw+Do9Jw+SiAyWlFXz1/hQGC3JXarWErU0gF886MmBQR85cXkcrrX+2Rcmt8PxkjoRbUVRZxtfasxneXJy7ehgXwsHvuas1tG8o9t4Kyss57eXOndBg1g4ayvHJ04Sz7NEZ2RywUZKYk8/nRgaM6SneUNveP5rjlk50a9uci1sX0UlLbCX8de5qojB3lZqci9kpO6LCU1n3/jgMx/cVsvePXleZqoLrL525Ge/K7A7ycVd7/RwIyErhy0Fjmd5JjOUHUMbHsdvJkRb1G3Bl9jz6tBAcW/2Qu9LpjdXHK2lST7CwS14RJx844x6ewPszRsnDXYUmcfyiAxq1a7Ln85n07SG2kqSqUmP10JerF5zQM+iJ+fUNQvZ+S/3pJln5FSWYx9jxLCWAlV3HcGDQUmqLlvjMSWeXrx3ZZcXsHD4F/Tbi2ebHkeEccHViUOs2PFq0jPaNxYJgUVk5Zkov7vgEsUJ3MPvmTqGuYJb9ZVoOR+8piU/PZfNcA1m5q47tmnF612I6thPcG1xWyd0b7ty/7clU40FcvLGR+oLbov7RjyVJEsqMMEwirOnYoAVmI9bTWQbuyjzck/NhnizqPhA74w00qi3YULuggP0uSnxS5eOuXKLj2W+tQLN+PcxWzKZPG3Hu6pYigAs2nkwe2ot7cnBXOUWYWTjh4RfH2kV6TBunLcxdBQcmYnrsOTVq1mDbrrn07f/bl6P+qyurvBDTyOe4ZEawoccEjNsPFc6y+2QmsdPHFgk4MXoWQ1qKc1d3QoM56u7KmM5dsF66klYNxLac55aUctrBHavACDYYDmfxcB1h7io8MYPDdxTkF5fyzZLxjJCRu+rfqy0XDi6ntSB3VVxcjsUlZ6wf+zN30Qi+/HYmdQS3Rf2jH+s77upkpA39NTtyWfcD2tYXm2gXVpZjGuzGjWg/1vQezhHd6eINtXNz2OXkyMvcXL7RN2R8F/FeonZhMRx85kTXlk25vm4BXQS5q9KKSq7Z+mBh78ec0f25v30VDQTLp6ek52F6VUloVCoblxsyXk+8+Jq3RwxnTWzRbFqffceW0K2HWE/K31p/mklWlVrFvUQPLsQ4MFYm7iqztJgjgUpeJEXycf/RLO4uzl35paawy8mRSrVaFu5KpVZz3y8UEztX9Lp34sEH4txVfnEZZlbuWHtVc1eH1svHXeXkFbPl3QkMH9hZyJ4kSTi8COG8qT29+7Xj5Pk1tGkr9mP6JkpLS+P48eM0adIEPT099PX1v/9s+/btNGrUiKysLBYsWMCgQYN+s+eSW1GFqRwLf0pWWQGf9ZmBbsueQvYkSeJJfBj7/R3p36w1D6esoqMgd1VUUcEZb08sggNYqTOIfRPEuauXWdXcVXRGNp9N1peFu1IGxXL0npIOLTXl4a7KK7n1iruaPqE/103WCHNX6al5mJvaExKYyJr3xjFuklg56jfV38GvylWV3Ihz4XqcMzPaDeGu/hYa1hYs7FKczwE/RzwzEtk60JBZXbRl4a52OjnSSEMDc+PZ9G8l3lD7pmcgZxQeTNHuidWmlTRtIJhgyC/m9CNXnIJj2TBdl1mjtIW3RQVHpmBywQG1Ws32zdMZ0FusAqlKpebZE38umysZOqIrZlfX06Kl2LaoN9HfwacAgvMSORL2hCpJzY4BCxgkyF2p1GruxgZxJFCJfpsusnBXeWWlmHi68yg8jPeGDufMtJloCO5giEjLZO9TBdnFJfx7xjj0uos31H7mHYHJA2e0O7fm2pdLaNdCLMHwQ+5qwfQhfPORkTB3lRCXhdlJWxLjs1n/4QRGGYjv2noTyeVXf4pJlmtmBMfDn9KybhNOD1tLNxm4q4vh3piFuTOnS3/sZ2wQrm6WUljAQVdn3JMS+WzUaGb37iscBD1fJrLvqYJ6GrU5vdQY7Xbi8PE9pyDOWbkzblB37v17BU0biXNX52644OQZzeoFuhhPFOeuwkKSOXP8BZWVVXz57Sz6D/zty1Gbm5szZ84cBg8ezIIFC37kYIMHD0ahUODr60vXrl3/lIErt6KIM1G2OKaHsK7bOGbLwF0FZKew09uWUlUVh3SnM1JLcDubJGEZFsJhNxd0ZeSuTB09eOAfyjr9YRxbNA0NwW1RUclZHLmrID2viK3zx6AnA3dl7xqB6VUlPbtqcW7/Mlm4q5tXXXh835dZ84ay5avp1PsdylH/lf3qh9xVj0ZtuDByIx0aiE20f8hdreg1hL0jjahfS07uyhCj7uINtRWRLzlgo6RNk0ZcWj2PHoLcVXllFRb2vlx94cMM3X6ycVdnrjnhH5LI+iWjmWwozl35+8RhavKC+vU12HFgAb36/PblqP/KPgWQXpbP6chneGfHsrHnJKa2HUgNwRVh9/QEdvrYUr9WbcwM56LTXOy9VapU3AgO5ISnG5O79+TZslU0F+SusoqKMbFzxT4slvfHjmTBUPHCLsGvuKuKShU7V01hSA/xwi7WjiGcu+HMMJ1OXD6ykpaC3FVBQSnXLjhh9yyIhctG8e8989DQ+O2nKnL51Vt/8kePHhEeHk5lZSU9e/Zk/vz5v/ja2KJ0jodbk1SSLRt39Swxkr1+9vTUbMndScvpKgN3ZebrxeUAP5b218F2+WoaCHJXiTl5HHzmRHByOp9N1sdIW3wG7xISx5G7Clo2acCZT+bRo504fHzXypfrD7yYYigPd5WZUcB5U3v8feJZtd6QSVN13igIXrX14Y7H69UFX/pFcePGjR91p1+/fj3r168HIDg4mH/9618/uqZp06a0bNmSmjVrUlRU9KPPLl68yM2bN0lNTaWqqupNvqIsEvGp77irS7EKpsjEXaWVFHLQ3xHntDi2DDBgXtf+wnu6PZOT2KV0oHbNmphOM2Zga/GG2nd8gjhl7864PjJxV4UlmD52w84vinenjmCugQzcVXQaJpccKC2r5OsPpzBYWx7u6sIZRwYO7vTG3FXQy1QGb3y9YlNxejxtckIZOnTo98d+6FPw9/Kr77mrqjK+0Z7DsObdhJ5FLUk8eBnMQX8Fw1t14MnUNbRrIM5dnfJy525oMOsGy8dd7bNWkJxbwBdGBhjKwF3Z+UVxzNKJnu1bcunzRXRsJbYSXlpWgcUDL+5Z+zFnykC2bhDnrlKScjA7ZUdMZBrrPhiPwdg343fMnrpz8fnr1QWjopK4cOECV65c+f7Y3zVWlakquPrSiVvxrszpMII7+pupL8hdJRTmstfPgcDsVNm4K0XcS3Y7OdKqYUOuzp5Pb2Huqoorbn6cd/Zm5sC+snBX6bmFnHzogkd4Au8bj8J4pAwJhpBETC46UEejFvu+nEWf7uLc1ZOHvly74ISeYS/Mr79H02a/PEZ7RST+ZKzKjw+lT43U3y9WSW9ZSUlJkiRJUl5enjR37tyfPXfIkCHV55YXSwdDHkkTbXdK1186SRWqSuHnCMlOkxY+vyZNfnxOckqJFbanUqul+2Gh0qjzZ6WPnj6WkvLzhW0WlpZJB22U0ojdpyVTB3eptEL8e8ekZEkfnrCUjLddkBz9oyW1Wi1kT61WS47ukdL8jWbS1t33pPjkbOFnLC2tkK6cV0izJx+SzE3tpOKisje2YWxsLCUmJv7kZ3PnzpViY9/sne/cuVPy9PSUVCqVNGfOnB99NmnSJEmSJCksLEz68MMP3/hZRfVrfEqtVkuOaSHSHMUh6RPvS9LLwnTh5yitrJBMAp2lgbePSPt9HaTCijd/b/+/EvLypA+sHkmjzp+VHoaHCv+9SpIkOUfFSdNNLksrz9+RwlIyhO1VVFZJV194S2M/M5UO3LKX8opKhW1mZhdKu0yeSsZrTkuPXgRIVVUqYZtB/vHS+6vNpQ/XXZBCgn7aN35OTk5O0qZNm37yM3d3d2njxo1vbPOv5leZpfnSjsC70hT7PdL9BE+pSi3+3rwzEiVj64vSTOuLkk/Gm7+3/19VKpV0PdBfGnbutPTFCxspo6hI2GZOUYm047GdpLvHVLrs6iNVVFUJ2wyNT5PWHr4lzd95RXIPixe2p1KpJRvHEGn2u2ekfx9+LKVmiMfoosJSyeykrTRnyiHJ4rKzVF725jFaV1dXKiv76d9KAwMDqbCw8I3s/dV8SqVWSdbJftJ0h33SV34WUkpJjvBzFFSUSft87aWBt49IJ4KcpdLKCmGbUdlZ0qoH96Sxl89LtjHyjK2eh0RJEw+fl967el+KzRT/3iXlFdLZJ27SmE9PSyb3naSi0nJhm8lpudI3Bx9Kc9afkWydw2SJ0Z5u0dLaJabS1o+uSjFRaW98/f3796UdO3b85GdPnjyRtm3b9sY25fKrt76S1a5d9X7n+/fv89lnn/3oMzMzM8zMzL7/d2ZmJrfiXLkQ68A4LW3ZuKvDAQpsk6P4pL8+i7oPlIW72ql0RCWpOTZlKsPainNX93xDOGHnin6Pzjz6cDmtZOCuzj5xw8Y7gtWTh3HkPWNqC8LHUS8zMLnoQF5BCVs3TGSYTmche9Ir7src1J6+2u05fXEtrdtoCtmUS2vXruX48ePY2dnxySefALBq1SouXbrEypUrOXjwIHFxccydO/c3f7Y39amowlSOhlmRXVEkK3e1z8+BAc3byMZdmXp7cCM4kFU6gzk4cQr1RLmrzBwOPFMSm5nDZ5MNmNBHHD5WBsZy5J6STlpNZeOubjz25vZjH2ZMGIDFiTU0qC+WrU1LzcP8tD2hwUmsfW8s4yZp/2GaPv6V/OpijCMWcc7MaD+EO6M3C3NXSUX5HPB3wDszic905OGuXBMT2Kl0oEmdulwwnoO2IHdVUaXihmcAZxWeGPWXj7s69cgF5+CXbJiuy2w9beGV8OCIFI5ftAcJ/m/LdPrLwF3ZPPbnsrmCEaO6Y3Z1Pc1b/Hbc1c/pr+RTQXkJHA2zokpSs0tnETpNxfgjlVrNndhAjgQoMWjbFZtp69CSgbs67uHGo4gwNg4dwdnp4txVWGoG+6wV5BaX8q3xeFm4KxuvCE48cKZ/1zZc/2oJbZsLFnYpKeeqpQePbYNYMH0I2z4yEi7skhCXxdkTtiQlZLPhowno6v+23NXPSTa/euPp3a/QkydPJIVCISUkJPzseU17tZc+9DwvRRekCt+zrKpSMg12lQbdOSrt8rGV8svFs83JBfnSxzZPpJHmZ6S7ocGSSoYZvEdsgjTr5FVp6bmbUlCS+PeuqKqSbtj7SuM+M5V2X7eVcgqKhW1m5xZJ+07bSNNXn5Isrf2kShmy7CFBidJH6y5IG1ebS4F+4llLuVey/uj6pT7Vrm83aZLdLul2nKtUqRLPNvtnJUtzbS5L06zOS+5pMmSb1WrpdkiQNMLcVNry7KmUUlAgbDOvpFTa+9RR0t1jKp138pLKK8VXhCMSM6QNR+9Ic7ZfkpyDXwrbU6vVkq1zmDR3w1np6/0PpKTUXGGbxUVl0nlTe2n25EPSFXOFVFoqlq19GytZf3T9Ur9q0rOd9LnvNSmxOEv4nkUV5dIhf0dp4O0j0tEApVRcKZ5tjs3NkdY/vi8ZXDwnPY2KkCXLbh8eI005elFae+meFJmWKfyMZRWV0nlrD2nMp6elI3cVUkGJ+Ep4aka+9O2Rx9KsdaaStUOwpFKJx2g/75fS+uVnpc3vXZIiwlKE7cm9kvVH1y/1qTZ9u0pT7fdKj5N8JJUMK8JuaXGSkZW5NO/ZFSkgS/y9VVRVSZf8faShZqekb+xfSFnF4mOrzMIiaduD55Le3jOShYe/LGOrgJgUafk+C2nJnmuSb1SSsL2qKpX0+EWgZLz2tLTL5KmUmS3+95mfXyKdPGIjzZlySLp93U0qLxeL0W9jJUsuvfWVrAcPHrB//350dHQoLCzk+vXr//XcVnWbYDJ0tXC22SYxgr1+DvTRbMW9SSvo0lis1GVJZSVnfTy5GujPsv4D2b18ojB3lZCTx0EbJ0JTM/h00mh5uKvglxy+p0RLs6Fs3NUdK18sHngxZYyM3NVpe/x941m9obrf1W9Z3eyvoDfxqXq1NLijv4XGtQUbapcUcsDfEZe0OD7VMWBuF3m4q51KB+rUrMnZaTPRkYG7uu0dxGkHd8b36cbjj1bQvKEYb5ZTUILpE1fs/aJ5d9pI5umLN30Mi07F5IIDZRVVfPOREYP6dfjfF/2M1GqJF9bV/a4GDunE2Svv0rJVYyGbf0e9iV+1rdeU/YOWCt1PLUncfxnEIX8lI7Q6YDV1LW0biL23gvIyTnq6cy8shHWDh2IyZbowdxWVnsU+awWp+YWycVe2vlEcv+9Er/Ytufz5Yjq20hR6xpLSCiweeGJp489co0F8sXES9UTLUSflYHbSjpjodN59fzz6Y8WY8L+j3sSnGtSsIwt3FV+Yyz4/B4Jz0vhi0FimdRR/b46vuKvWf3DuyuSBM94RibxvrMeMkX2Fx1Z+r7irunVqs//L2fTuLlZ8rapKxZMHvly/4MTosb3fmLv6M+qtT7JmzZrFrFmzftG5DWvVFXKGkJw0dvrYkV9Rxr4RRoxq3flX24LqIPgoIoyDrk4MaduOx4uW066xWBAsKivnjMKTe77BrBo1hIPzjYT7XcWmZnPkrpKkrDy2zDNEX1s8CCo9ojh1RUHXji0w3bOYjm3F+13due7G/TtezJg9mIs3N1Kv/m9f3eyvoDfxqSa16wtNsEqrKjkX5sHFcC+W9BiM3Yz1NBTsd5WYn88+FyUB6al8oWfA9B7ivTRcouPZZ62gRcP6nF81h16txRtq33T059Jzb4yG9eb+9lU0biCYYMgu5KyFE14B8by7aDRGY/sJ97sK8k/A1OQFtWrW4Nu98+jTT2xb1N9Zb+JXogNB74wkdvq8oMY7NThtMJtBLcTeW5Vaza2QII57uDK+Szdslq6iZQPBwi7FpZywd+NZSCTvGY5g0XDxwi6h8ekcvqugqLScfy+byPDe4oVdnitDOXvdCZ2+7blwaAWtW4rF6OKiMq5fcuaZVQDzF4/k6/+bjUadP0Uh5j+c3ihWadQX8qvCynJOBbtyOyaAdb2Hc0zPmDo1BQu75GSz28mRhPx8vtY3ZFxn8V6iL0KjOfTMiR5azbF4dxFdWggWdimv5PILb245+jPfQIdvto+nvmCCITktj9NXFITHpPH+CkPGjRKP0V7uMZwxeUHzFg05cGIZXbqJ9aT8s+gv8cuRWVrEoQAl9snRbB6gz8JuOsJZdt/UFHYqHZAAE6PpDGkjuKf7B9yVQc8uPPxwOa0aiXFXeUWlmFm5Y+MdwZopw1loKA93dfyiPYWFZXz+3iSGDhBv+ujwIpjzpvb0G9AB04tr0RLkrooLy7h3zoEVW4x+dPzGIy8e2t187fxw90ih+/0dJUkSj+ND2e/nyMAWbXlstJr2DTWFbBZVVHDay4NbIYGsHjiEQzJxV/ttlLzMyuXzKQaM6y0eBB0DYjhqqaRL62Zc+HQBnVsLJhjKK7n5yJvbT3yYOUmHGyfWClc3S03Jxfy0PWEhyazbOI6xE/sJB0FfpwjysgoZN/s/VZhCIlMYPffQa+cW5iSg10fodn9LJRXls8/PAb+sZLYONGRmZ/H35pIYz06lI03r1uXSzLn0bSk2eKmoUmHhGYCZwpNpA3rxZNNKmtYXWwnPzC/i1ENXXEOquatZMnBXQeHJmFx0gHdg52fGaPcSK8OtqlJj/cSPK+ZKRuj14Ny1DTRrLshG5xRx/7yCVVun/ej4xTuuXLvv89r5QaFJQvf7O0qlVnM7NpCjAUrGtO2GzbR1tKon2FC7tBQTTzceR4SzcdgIlg8YKMxdhaZUc1d5JaVsnzmeUd3EuStrr3BOPHBGp2tbrn+1lLbNBRMMJeVcuefBY9tAFs4Yyr8/niobd5WclMP6DyegO1q8ZYTrsyD0pgz40XGfoISfjFU5qWHMm/D7JR//1JOsclUVF8K9OBfmwbyuA7CbsV6Wflf7XZzwSk5i6yh9ZvbuIwwfe8Qmss9aQYM6GpxZPot+bcWbPt5VBGJu7cGEwT259+1KmjYUC4I5ecWcu+GMi3cMaxbqMWN8f+Ese2hwEqbHX6BWqfl6xxy0B4hti1Kp1Ly448mVw08Zavj6CG+x8TC2vj/7tePz5rkL3ffvJr+sZHb52FGpVnFMz5hhrQTfm1rNvbAQjri7oN+xM0+XrESroeDgpbSM0w7uPA4I512DYZgsnoGGYIIhMimTw3cVZBcU89Wi8ej2FQ+Cdi4RmF5V0KdHG8wPLKOtlqaQzZLicm5cdcHqgR+zFwxj67+MqVtXLAgmxWRwbs9DEqMz2PDvWT/6rF/Pthw//tlr13h4eHD58mWh+/6dVFxZgWmIG9ejfFnVaygHdadRr5ZggiEvl71OCiKzs/hK35BJXcUbajtGxHLAxokOzZpwde18urUSLOxSWcV1O1+u2fowU0+be9tX0aieYGGXjHxMrykJCk9h/ZLRTDIQ3xbl6/2SM8df0LBRXfYcXkz3XoI9KSuqeHLVhVunbTGYPvC1z1fPH8V7y8a+dtzQ8LHQff9uckuLZ4ePLY1q1+HC2AVoNxPvJXo9KIBTXu4Yde/J8+WraFZPvN/VcVtXHCNi+XCcLnMHizfUDoxN5dAdR9SSxN61UxnYTbywy1OHYMxvuDB8YGeuHF1Fi2ZiMbqgoJSr55U4vAhh0fJRbN83n9q1xWJ0TEgyZjsfkJ9T9Noka0j/jmzb9nqssrKywsPDQ+i+IvpTTrIkScI6MYK9vvb0baqF5eQVdG4kH3e1fMBA9o6fRH3BLPt33FVYagafTdZncj+xGTyAc/BLjtxV0LpZY8w2z6NbW8GmjxVV3LHy4cZDb6aO7cd1kzU0EtwWlZGez3lTewL9Eli9YQwTpohzV4Fu0ZzdcZ96Deuw/fw6eg747RsU/9WVUlzAAX9H3NPj+VTHkLld+4s31H7FXdWtVYuz02ehoyUeBG97BXHa0Z2JfXvIxl2dfuyKY0BMdb8rGbir0KhUTC46UFFRxbZNUxkoA3f1/GkAF80cGTKsC2ZX36WF4LaowvwSLI4/w/6+D/M3jueb06v/2RYls9SShGVsEIcCFOhqdeLptLW0qS/OXZ3wdMcyLIR3Bw/jhJE4dxWZlsU+GwUZBUV8NdUQg57iDbW/4656d2jF5S8W06GlppDNktIKrj/w5L6NP3OnDuICEgAAAAAwAElEQVTL9ycLc1dJiTmYnbDlZWwG6z8Yz+gx4r04Pe1DMd/9iNYdmrH/5gd06iH2m/ePXld8YS57fO0JzU3ny0FjmSoDd+UQF8tuJ0faNmzMtTkL6NVcvKH2FTc/Lrh4M2dQP6w2raSxIHeVllPIiQfO+EQl8YHxKKaNkCHBEJyAyUUH6tfTYP9XMnFX9325fvE77moDmk0Fty5nFnLlyFM8XoSw9JPJTFk0Usjeb6k/XUQNzkljp48thZXlHBg5Dd3WgtvZJImH4WEccnNiWLv2PF68nHaNBAcvZeWcUXhg6RvCGr0hHJpvRB1B7iomJYsj95SkZBWwZZ4Bo2XgrhTu1dxV904tObt3Ce3bCO4NLq3gznU3Htz1xnjOED75fJowd5USn8X5PY+ICUlmzZfT0Z828B/4WGaVVlViFurOpQhvlvYYjN2MDTSoLdhQ+wfc1Zd6BkyTgbtyjopjn7WClo0acHHVPHq2Fi/scsPBn8vPvZg6og+W364U5q4ysgs5e90J78B43l08mqljtcUTDH7xmB5/gUadWuzYt4BefUW3Ral4auGGhckzRk3qz9kXX6D5BylH/VeSZ0Yiu3xsqVWjBqYGc2Thrm4GB2Li6cbErt2xWbaKlvXFBi85xSWcsHfjeUgU748ZyYJh/WXhrg7dcaS0vJLtKyYxtKd4guGZIoSzFs4M1u7AxcMr0GohyEYXVnNXz58GMH+JLv/aOUc4wRAXkYrZrgdkpeTx7raZDB/bV8jeP3pdBRVlnAp25U5sIO/2GYHJ6JnC3FVUdjV3lViQzzf6YxjbWXxs9SI0moPPlPTSasnN9Yvp1FxT6BlLyyu59NyL24oAFhjq8M0SebirU1cURL1MZ+NyQ8bqihdf83SL5ozJC1q2aiwLd1VRXsXDiwrunnVgwrxhmNl9RcMmYru2fmv9aSZZGaVFHPJX4JgSwycycVc+qcnsVDryDvJwV1UqNfd8gzlp74Zhr648+nAFLRsJzuCLSjn7xI3nPpGsnTKcBWN0hINgZGw6JhcdKCwq44uN8nBXds+CuHjWAW2djvJwVwWl3Dz1gue3PZm9zpAvji9HQ3Bb1Bvdv7iYL7/8Ei0trdc6gf9VpJYkHsWFcMDfkcEt2svCXRWWl3Pa24NbIUGsHTSEw5OmUFdwW1TsK+4qPjuXL6YYMKaXOHflEBDDsXtKurZpzoXPFsrCXd146MUdK19mTR4oG3d17pQ9EaHJrJWJu/JRhGO26wFNWzZmz9WNdOkjNmF7U/0d/CqxKI99fg74Z6XwxaAxzOjUV/i9OSXEsVvpSLN69eXjrjz8MVN6MW1AL6w2rUKzvmBhl7wiTj5ywS0krrq6mW5f4RgdGJ6MyQV7atSowa6txmj3FOeunj724+p5JSNl5K6uHbXB6WkAiz+cyLRletQS3Bb1Jvo7+JRKreZWTADHAp0Y204e7iqntITjHm5YRUbw/rARLJORu8ovLWPHzInodhMv7GLtFc7Jh84M7NYOi6+X0qaZOHd1+Z47VnbBLJwxhG9l4K7iX2Zy9oQtqSm5bPhoIiNGiW9ddn0WhPmeR3Tp1YYjlh/TrotYMas3lVx+9YefZJVVVXI+3AvzMA8Wdh+IrQzcVXJBAftdlfikJLN1lD7GvcS5K7eYBPZZK2hcr4483FWVituKAM7beDJpSE8sv12JpiB3lZVbxDkLZ9x8Y2XjrkKCEjE99gKAb3bOoV9/ce7q2S13rh2xYdi4vpg+20qzVmJN9H6NCgoKMDIywtfX97XPQkJCUCgUVFVVMWzYMHR1dX/z5xOVX1YyO31sUanVHNebKQt3dTc0mCPurhh06oy1DNxVXkkZpx3ceBIYwXrD4ZyQgbuKSMzg8F0FuYWlfL1kPCP7iHNXts7hmF5T0q9HG84fXE4bwb/X4uJybl5xweqhH3MWDueLfxsLB8HE6HTO7X5IUmwm735jzMiJv0+D4r+yXxVVlmMa4o5FlC+rew/jkO50Ye4qNjeHPU4KYnJz+Gq0ARNl4K4cwmPZb6OkU3NNWbirsooqrtn5YGHnyyw9bSy3r6KhIHeVmpGP6VUlwZEpvLdUnwmj+wivCPt4xnLG5AVNNOuz58hiuveUgbu64szN07aMMR7MObsvaaT525ej/iv7FIBrWhw7fexorCEPd1WhUnEt0J/TXh5M69mLF8tX07Se2Ngqo7CI47auKCNf8uE4XeYNES/sEhCbwuE7CtSSxL6109DpJphgUKmxsg/m/E0XRgzuwuWjK2nRVJC7yi/hynkljrahLF6hh/HcocLcVXRwEmY7H1CYX8KmPfMZNLqXkL1fK7n86g87yZIkCauEcPb5OaDdTIv7U1YKc1fFFRWc9fHiWpA/KwYMYt/4ycLcVVx2LgdtlESmZ/HZJH0mCXJXkiS94q6UtGnemHMycVe3n/hw46EX08ZpY2GyloYNxIJgRlo+5qb2BPknsOa9sYyf3F84CPq7RnFu5wPqN6rL/118lx5vOGG7a+GG1YOI144HRoRx48YNLC0tvz+2fv161q9f/19ttWnThoiI120B7Nmzh8mTJ5ORkUG/fv3e6Bl/b/2Qu9o60JDZXcS5K/ekRHYpHahXuzbnZsxigAzc1S2vQEwdPZjUrwdPNq2gWQMx7iq7oJjTj11RBMSyftpI5ozuL8xdhUSmYnLRnsoqNd9+PA2dvu2F7KlUap4/DeDSOQVDhneVh7vKK+b68ec4PPRh/nvj+deZNW+0LSosJJmJo3a9djy/MJH6zSMYOvQ/lQj/l0/BX9Ov1JLEvdggDsvIXeWXlWHi6caD8FA2DBnOqakzhLmriLRM9lkryCws5l/Tx6Lfo7OQPUmSeO4TyfH7TvTrpMWVLxbTXgbu6qqlBw+fBzBv2mC+/nAKdQUTDEkJ2Zw9aUt8bCbvfjiB0YZiW5clScLDLgTz3Y9o06kFB259+Mbc1bULSm5efR3GDwxO4MKFC1y5cuX7Y3/XWPWyIIe9fvaE52Xy5aCxGHUQf28Or/pdtW/cGIu5C+gpA3d12dWXi64+zBnUj6cfr6JRXcEEQ04BJ+474xudzIez9Jg6TDzB4BuUwPGLDjSsX4f9X8+mdzdx7urRPR9uXHZGf1wfzlu8RxNNQTY6o4Arh5/iaRfKss1TmLxo5BstAvj7xP1krMrKjaBdt9zfLVb9ISdZQdmp7PCxpbiqgoMycVf3w0M57OrM8PbtebJ4OW0FuauC0jLOKDy571fNXR1ZME0W7urwXSVpOQV8Ot8QvX6dxX9U3CIxvaqge6dWmO1bKs5dlVRw67orj+75YDx3CJu/nEY9wW1RKXGZmO95TGxoMmu/msHoqTq/6nvPW6LLJ5/Pf/34PH8WL17M119//ZPXBQcHv7YcbGZm9l/v4+Pjw6FDh0hISODo0aN8++23b/ysv7VKqiowC/XgcoQ3y3oOZvdwce4qPi+PfS5KgjPS+VLPgKk9xPd0KyNfcsBGSavGDbm4eh49tcS5KwsHP64892bayL7c376SRoLbojKyCzl7zQmf4ATWLx7NlDH9hINggF88pseeU7debVm4q6pKFU8tXLEweY7elAGcffElmr9iW1Sffu04fvz1rRLfVRc8ffr0f7327+BXHukJ7PK1Q6NGTc4YzGVgC8H3plZjERTACU93JnXrzrNlq2lRXzDBUFTCCXtXXoRGy8ZdhcSlceiOI2UVVexcOYUhPcUSDGq1hI1jCGY3nBmi3ZFLR1bSqrkYJ1hUWMa1i068sA5kwVJdtu2ai4aGWIx+GZ7CuV0PyUrLZ8O/ZzNs7K/rY7BsjQFrN0587bih4QvWrFnDpk2bfvK6v4NPFVSUcTLYlbuxgazvM4ITo2cJc1eR2VnsdnIkubCAfxmMYUwnce7qWUgUh5450buNPNxVSVkFl194f89dbVs2kXqiCYbUXE5dURAdl8H7KwwZM1IsRkuShKdbDGdNXtBSSybuqqySBxeV3DOr5q7O2X9Fg8ZvvrI4cEhntm17PVZ9V11wx44d//Xat+lXf6hJVqVazVa3JyhSYtmsY8CCrgOEl1y9UpLYpXSk5js1ODl1BoPbCAZBlZq7PkGccnBnjIzc1ZnHbtj6RrLWaDjzDcW5q4jYdEwuOFBUUs6X709hSH/xvcF2z4K4cMaB/gM7cubSOlq1FtwWVVDKjZMveHHHkznrxvClyW/LXX0nbW1tHjx48Nrx0NDQnzxfS0uLxo0b07RpU3Jyct7y04nr/stgDvo7MqRlex4braF9Q7H3VlhezilvD26/4q6OTjYS5q6iM7I5YKMkISdPNu7K3j+a45ZOdGvbnItbF9FJSyzBUFZeicVDL+6+4q4sTNaIc1fJuZidsiMqPJW1G8cxZoI4v+PtGIbZroc012rM3usb6dL7t+WuvtNf2a8q1Cred7pPgJzcVXwcu5wcaVG/PldmzaWPDNzVdQ9/zJSezNDpIwt3lZFXxMkHzriHJ/D+jFGycFcBoUmYXHKgVs0a7N46k3492wjZU1WpefrIjyvnlYzS74n59Q00FSxHnZddxNUj1rjYBLL4o4lMW/rbclff6a/sUxJgEeXH0UAnxrXrxrNp62gpA3d1zN0V6+hI3h82kmX9xcdWIcnp7LV2pKisgl2zJzKyq/jY6qlnGCcfujCouzzcVVFxOZfvuvHUIYRFxkPZvnk6dQQTDPEvMzlj8oK01DzZuCtn6wAu7H1Ml95tOXr/Y9p2/m25q+/0Nv3qDzXJisrPZHHdBtgZb6BRbbEl1+SCAva5KPBNTWHrKAOMe/WWjbtqUq8uZitm06eNWBCsrFJxSxHABRtPJg/txT2ZuCszC2c8fF+ydpEe08Zpy8ZdvfMObNs1l779xbdFPbvpzrWjNgwf3xfTZ5/TrJXYj4rcKigowMrKiujoaKKioujRowerVq3i0qVL/Otf/+LAgQOoVCree++93/tRf1axBTlcCvfCRG8WQ1sJvje1mjuhwRx9xV3ZLF1JqwaCTR9LSjnt4I7VK+7q5HBj2birvKJSvlkynhGC3JVaLWHrHMaZa05o92rLhYPLaS0Dd3XjsgvWj/2Ys3AEX347U7zpY3Q653Y9JDU+i3VfGzNignihDLn1V/Gr6Pws3tVsxWGZuKvdTgpiZeSu7MNjOWCjpEuLplxft5CuLQULu1RUcc3Wh+v2vswZ3Z/721fRQLC6WWpGPqevKAiJSuW9ZQZMHC1ehvs77kpTsz77ji2hWw9BNrqiisdXnLl12paxvyN39XP6K/nUo7hQLo1dQD8ZuasZvXrzfJm83NVH43SZKwd3FZPCoTuOAOxfJw939dguiAu3XNAd3FUW7io/r5q7UtiFsmRlNXdVSzBGRwcncnbHQ4oKSti0byGD9HoK2Xsbks2vpD+Q+g8aKGyjqLxcOuTqJA06e1I65u4iFVdUCNt8mZUjvX/tgTTx8HnpWXCkpFarheyp1WrJMSBamvnvC9IHJpZSTEqW8DOWlVVIl++6SUYrTkinLjtKhUVlwjbTUnKlXdvuSYtnHpOePw2QVCqx7y1JkuTrHCG9N3m/9Nn8E1JUUIKwve9kbGwsJSYm/uRnc+fOlWJjY2W7159JfXUGSCrBv1dJkiTXhHjJ6PplacGdG1JgepqwvYqqKumKq680aq+p9H+P7KScohJhm1n5RdKOq8+l8VvPSHcU/lJllUrYZlBEsvTuF9ektVuvSAFhScL2qqpUktVDX2nB9KPSgZ0PpcyMAmGbBblFkum396QFg76R7p1zkCrKK4VtSpIkOTk5SZs2bfrJz9zd3aWNGzfKcp8/owYMGiRsI7e0RPo/hb005OwpyczHUyqrFH9v4akZ0qoLd6Rpxy9JTpEvhe2p1WrJxjNcMvr6nLTV7LGUlJknbLO4pFw6c00pGa04IV287SqVlonH6IS4LOlfn92UVsw7KTk5hskSo12fBUprDHdJ21adleKjxH/zvpOurq5UVvbT8dnAwEAqLCyU7V5/JvXVGSDLe7ONjZbGXT4vrbx/V4rMEh9blVZUSmccPaSRe05LB2wUUkGp+NgqOStf+tLcSprylZn0xD1UlrGVV0CctOKTi9IH/7ohhcfIEKMrqqR7N92luUaHpROHraX8vGJhm9npedKRrTekxUO2SVbXXKQqGWK0JEnS/fv3pR07dvzkZ0+ePJG2bdsmy31+jf5QK1kaNX797Pg77uqQqzO67TtgtXgFbRqJ7ekuKC3D1NGDB/6hrB09lKMLp6EhCB9HJ2dx5J6CtNwits4fg562eNNHe9cIzlxT0qOLFuf2L6Nda00hm6UlFdy65sojSx9mzhvKlq+mC3NXyS8zMd/9iLiIFNZ8NYPRRr+Ou/pHb6Z6tWoLreDG5+Wx11lBaFYGX+oZYtRdvKG2IvIlB6yVtG7SkEur59FDkLsqr6zihr0fV154M10m7io9q4Az15zwD0lk/ZLRTDaUgbvyjcP0+Itq7urAAnoJlk+vqlRhdd2FGydeMNpI51dzV//ozVVbIIP9Q+5qcvce2CxbJRt3ZRsaw/tjR7JgqHhhl+C4NA7fcaS8UsXOVVMY0kOcu7J2DMbMwpmh/Ttx+chKWgpyV4UFpVy76IStTRCLlo9i224ZuKuwFMx2PSA7vYCN2+cwdMyv467+0ZupXq3aQrElIjuL3UpHUosK2WYwljGdxcdW33FXfdu24taGxXRspilks6SsgkvPvbmjrOau/i0Dd5WYksvpKwqi4zP5YIUhhiPFi695uEZz9sQLWrfR5PCp5XQSLJ9eUVbJ/fMKLM0dmTh/+K/mrv6M+kNNsn6tvFKS2Kl0pHaNGphOM2Zga7E93VUqNXd8gjjt4M7Y3l15/NEKWjQU5K4KSzjzxA1b3yjenTqCuQYDhPcGh8ekYXLRgdKySr76YAqDtcX3BtvaBHLhjCMDB3fizOV1tNIS2xZVlF/KjZPPsb3rxdz1Y/nq5Aph7iouJJHzX11n56Mvf3Tc8pwD1pdfL7fplxkAB4Vu+bdTQXk5p73cuRMazNpBQzk+ZZpwdbPvuKvEnHw+NzJgTE9x+NjeL5pjlkp6tG/Jpc8X0bGVYGGXsgosHnpx76kfs6cMZOuGicLcVUpSDman7IiOSOPdD8ZjMK6PbNxVi9ZNZOGuKsoruX/8KaVFpazasej74+F+8Rh13vza+XnlqQyaLbYF7e8oZXwcu50cadmgAVdnz6N3C8HBS1UV19z9OefkhbFOH6w+XkmTeuLc1YkHzniEJ/C+8ShmjBTnrvxDEjG55IhG7Zrs/WIWfXuIc1dPHvpy7YITegY9Mb/+Hk2bicXovKzCau7qWRBLP56M0WJdYe4qwiuay9tvs8fqx0WXLEyecfuUw2vnB6XFCN3v76jskhKOebhiEx3Jh8NHskRbnLsKTk5jn7WC4vJK9syZxPAu4g21rTxCOfnQhaE9O3Dj62W0biZY2KW4nEt33bB2CGHxzKFs3yLOXcXFVnNXGWn5vLdpEsN1u8nCXZ3f85iufeThrkqLSrl14OGP4hRAgGvUT8aqjJKXTHtvgNA9RfSnnmQlFeSz30WJb2oqX+jpM6On+J5ul+h49lsraNqgHudWzKF3G7E/iMoqFbcc/bnwzAujYb2w3L6KJg3EgmBWThFmFk54+MWxbrEeU8eKc1fBgYmYHntOjZo1+PeeufTVFuR3qlTY3HTn+rFnjJjQTxbuKj+rgMvf3sbprhtLvpn72udz3h3Lpv9b/trxefMShe77d5JKreZ2aDDH3F0Z27kLNktX0bKBYIKhpJRT9u5YB0ewwXA4i4eLB8HwxAwO31GQX1LGv5ZNZERv8QTDC6cwzl53on9v+bgri0vO2DzxZ87CEXy1fZZ83FXCK+5qvBh3JUkSzvc9Off5VTprd2D9gR/7T+9BnTiuPPradd9VF/xHv0wxOdnsdlYQl5fHN6MNGddFvLCLbVgMh54p6dqyGRbrFtJFkLsqrajkmq0PFvZ+zNUfIAt3lZKex+mrSsJecVcTZOCuvD1iOGPygqbNGrL/+BK6dhfjrirKq3h02Yk7pnaMmz1EFu4qKyWHC19b4PMikNU7F732+ZJNk1m91fi144aGrycJ/9FPq0Kl4mqgP6ZeHhj36s2L5avRrCvIXRUUcczWBaeoODaNH8Wcwf3EEwwxyRy6o6DGO+9wcP0MBnQVXwR48oq7GjWkG1eOrqJ5U7G/1/y8Ei6bK3CyD2PxytEYzx0izF1FBSVitvMBxQVlfHJgEQNH9RCyp1arsbvmxIVvLOhv8Prqss6oHmyz3vba8e+qC/5e+lNOsoorKjD19uRGcAArdQZzYMIU6gn2u3qZVd3vKiYzm88mGzChj/gMXhkUy9F7Sjq2aor5lvl0bSPW9LG8vJKbj3249dibGRMGYHFiDQ3qixUISU/N49xpe0KDk1j73ljGTRJvUurnEonZzgc0alKfnZc30K1fOyF7lRWVPDr1jBt7LRm7aDTnQ4/RWHCbyT96Xa6JCexycqSxRh3OG89Gu5Xg4KVKxQ3PAM4qPDHq35MnH62kaQPBwi75xZx65IJz8Es2TNdltp44fBwckcLxi/YgwfYt0xnQW+zvVaVS8+yJP5fNlQwb2Q2zq+tp3kJw63JuMdeO2aB47Mei9ycwfcUaagtmLaP9X3Jmy2Xyswr45Mx6Bk/4/bJ9f1XllZVi4uHGo4hw3hs6nDPTZqIhmmBIre53lV1cwr9njEevu3hD7WfeEZjcd6Z/1zZc/2oJbZuLJRi+63f16EUg86cNZttHRuINteOzOXviBYkJ2az/YAKjDMTLUbs9D+b83ke079aKw3c30V6wHHV5aTl3Dz/B8rgVU9+dwMXw49Rv9PfYFvVbSZIk7F/GsttZQWdNTW7OW0j3ZoINtSuruOTiw2U3X+YN0cb641U0FOx3lZJdgMl9JwJiU/hw5miMhvUW3nLuHRjPiYsONGpUl8P/mkePLoLF1ypVPLb0xuKyC2Mm9OX8jfdo3ES031U+lw4+xdsxjBWfTmXi/OHixddcIzDdfJF33nmHbbe30Ff392lQ/Gv0p5pkqSUJy7AQDru5MKpDR57IwF3lv+KuHvqHsk5/GMcWiXNXUclZHLmrICOviK0LxqLXr7OQve+4K9OrSnp1lY+7unnVhcf3fZk9fxiffTODuoLb+L7nriJTWfe1MaMm9xcOgu5PfDDbeoU23VpzWLGDTn3EVtj+0euKy8tln7OSsKxMvhxtwJRu4nu6Fa/6XbXVbMzlNfJwVxb2vlx94cMM3X5Ybl9Fo3qCCYasAkyvKgkITWL9Un0mG/QVb6jtE4epyQsa1Ndg58GF9OwtmLWsVPHkqjM3Tr7AYNpAzGy/pIlgOeqctFwubbuF+xNvVmxfiNHacdQUzFr+ox+rUqXiRnAgJzzdmdK9B8+WraK5IHeVVVSMiZ0r9mGxfDBuJPOHiHNXQS9TOXxXQUWlil2rpzBYkLtSqdRYO4Rw7qYzw3SquasWgn+vBQWlXLvghP3zYBYu0+Xfe+bJwl2d3fmAvKxC3t8xlyEGvYXsSZKEw00Xzn91nV7Du3PScy9tuoglqf7R6wrPymS3kyPpRUV8azAWQxm4K+vgSA4/d0a7bStub1hMBxm4q4vPvLjrFMiiMQP5dsUk6mmIc1enrjgSm5DFByvHYDBcvAKpu0sUZ0/Y0rZdUw6fXkGnzoIxuqyC++cV3DdXMGnBCM7Zf02DRoJsdHwm5l9dJ8Q5nDV7ljBuyWhqCCZVf2v9aSZZnslJ7FI6oFGzJmemGaMjA3d127uauxrfp5ts3JXpYzfs/GTkrqLTOH7RgbLySr75yIhB/cT3Br+wDuTiWUcGDunE2Svv0lJwG19Rfik3TjzH9p4X8zaM5atTK9GoIxgEg+I58+llMpNy2Hh0NcONBgnZk1vR0dEYGxv/1z4KfwYVlJdx0tOde2EhrBssD3cVlZ7FfhslKXkFfD7FAEMZuCs7vyiOWTrRq31LLn2+mI6tNIWesbSsguv3PbG08Weu0SC+2DiJeoLbopKTcjh3yo6YyDTWfTAeg7Fi3JUkSXg5hnFu50NatWvKgZsf0Emwf1BFWQWWx6y4c/gxk1aO4ULYcRr+wcpR/xX8ShH3kt1Ojmg1bCgbd3XFzY/zzt7MGtiXpx+vpLEM3JXJfSe8IhL5YKYe00fIkGAIScTkogN16tRm35ez6NNdPu5q9JhenLu2QRbu6spha9xeBLFk02SmLtEVTjCEe0ZhuvkSFWWVfHHlIwYY9BWyJ7f+Cj6VXVLCUQ9XnsnIXQUlpbHXurqh9l6ZuKsnHqGceujC0F4duPnNMrSaChZ2KS7j0h03bBxDWTJrGDs+nYFGbcGxVUwGZ0xekJlRwPufTGK4bnche5Ik4WTlz/m9j+nRvwNHH3xC205iE7bSolJu7X/II9NnzPrQiC3n3qOeIGYjt36pX/3hJ1mJ+fnsc1ESkJ7KF3oGTO/RSxbuau9TR1o0bID5SnHuqqKyipuO/lx67i0bd5WZXchZCye8AuJ5d9FojMb2E15yDfJPwNTkBbVq1uDbvfPoI7iNT1WlwvqGO9eP2zByojZnnn9B05ZiPyp5mflc/vctnC09WLptHtM3TKTWL/xRkSTpjY7/nM6dO0dlZSWJiYlMnToVfX39H31+584d2rQRG0T8XqpSq7kVEsRxD1fGde4qD3dVXMoJezdsgiN5b4w83FVYQjqH7igoKi3n38smMlwG7uq5MpSz153Q6dueC4dW0LqlWIKhuKiM65eceWYVwLzFI/l6+2zhBEN8ZCrndj0iLSmb9f+aybCxYo1uJUnC2dIDs8+v0nVAJ0zcdtPuFw6A5fQp+Gv7VXRONrudFMTny89ddW/VHIt3F9GlhWBhl4pKrr7w4YbDf7ir+qIJhrQ8TK8qCItO4/0VhowbJR6jvdxjOHviBc2ay8hdXVJy54w94+cMxczuKxoJbovKTMrmwjcW+NoGsXrXYiauMKDmL/zN+ydW/TJVqFRcCfDjjLcnxr37yMZdHbV1wTkqjo8n6DF7kHhhF9+oJA7fVVCrZk0ObZhB/y7iiwCPXwRy4bYro4d14+qxVTQTTIjl5RZzxVyJk0MYS1frM332YGHuKjIwgbM7HlBWXM6nh5YwQHDCplarsb2q5OK/bqAzph9n/A7SqsMvm7D9UWPVH3aSVVRRwWkvD26GBLJKZzCHJsrAXWXmsN9GycusHLZONmC8DNyVIjCWI/cUdNZqxvlPF9CltRh8XF5eyY1H3tx+4oPxxAFYmIhzV2mpeZw7ZUdYSDLrNo5j7ETxJqW+ThGc2/WQxk0bsOvye7JwVw9P2nBz333GLh7N+bBjNH6D6jv6+vosn7WaWr6aP/pueVI2EfhhNdaKS5cufX98/fr1rF+//r/amzp1Ku3atSMgIICrV6/+yMH8/f0ZMGAAdnZ2b/Yl/wByTohnl5MjTevW5aLxHPrJwF1ZeAZgpvBkav9eWH28kqb1xYJgZn4Rpx664hpSzV3NkoG7CgpPxuSiA7wDOz6dQX8ZuCubx/5cNlcwYlR3Wbir/Jwirh97huKJH4s+mMj05XrC3FWUbyymWy5RlFvMZrP3GDy+/y++tnv37jy8/QjvExE0eOc/k1G1pCYQN2auncrQoUO/P/6/fAr+mn6VW1qKiacbj19xV2eni3NXoSkZ7LNWkFdSyrfG4xnVTbyhto13OCcfuDBAJu6quKScK/c8eGwbyIIZQ9i2aap4YZe4LM6esCUpMZsNH05AV1+cu3J9FsT5vY/p0F0e7qqspJw7hx5x3+Qp0zdMfGPuSl9fn/kTF1PqXPNH3y1LSuMlYVy7dg1zc/Pvj/8dY5UkSdjGxrDHWUHXps24NW8h3WTgri66+HDZ1ZcFQ/vLwl0lZ+Vjct+JoJdpfDRrNFOGyZBgCIjjxCVHmjSqx5Ft8nBXD+96cfOqK2Mn9OP8zY00Fiyfnp2ez+WDT/FWyMddBbuEY7r5EjVq1mDbnU/pO/KXNyjW1tbm442befGtB3Xf+U/yRCVV4Y8Lyz5a9PvFqrfeiesNNGTIEKlKpZJuBQdKI8xNpU+fPZVSC8WbdeYWl0q7rRykkXtOS+edvKRyGZo+RiRmSOuP3pHmbL8kuYS8FLanVqulF05h0pz1Z6RvDjyQktNyhW0WF5VJ503tpdmTD0lXziuk0lLxpo+J0enSv9eYSasNdknO1gGyNA90eeAprez5kfT1tN1SXOhPNxT+JXY+/fRT6aOPPvr+mby9vaVBgwb91ybF3ykoKEiaOXPmj/5LT0+XJEmS9u/fL0VHR//o/J07d0qSJEnjx4//Vc/6W2rIkCGSJElSbG6OtO6RpWRw8ZxkHSVPQ2378BhpytGL0rpL96SodBkaaldUSuetPaSxn56Wjt5TSAUl4k0fU9PzpH8ffizNfveMZOMYIk9Dba9Yaf3ys9LmjZelyPAUYXsV5ZWSpbmjtGDQN9KpbXelvGzxZqTZqTnSoTWnpPmt10qPzzyXqqqqfpWd4OBgSUdH53sfqKyslObPny8dPXr0f177V/eriqoq6aKfjzTU7JS0zf6FlF0i3qwzs7BI+tf955Le3jPSDQ95GmoHxKRIy/dZSEv2XJN8o+RpqP34RaBkvPa0tMvkqZQpw99rfn6JdPKIjTTX6LB0+7qbVFHx6/5ef6iYkCTpi0UnpQ0T90neijBhe2q1WrK7rpQWd9wg7Vx4WEp9mf6r7KhUKmn16tU/ap5qZ2cnDR8+XMr6H81z/+o+JUmSFJqZIS25d1uaeOWCpIh7KWxXrVZLTwLCpbEHz0mbLB5JCdm5wjaLSsslk/tO0phPT0tnn7hJJeXiY6v45Gzp8z2W0vyNZpKjuzwx2kUZIa2Yf1L6aouFFPcyU/gZy0rLJYsTz6UFA7+Rzu99JBUVlArbTIvLkHYtOiIt7rBBsr2mlFSqX/eb5+bmJg0ePFhKSamOyaWlpdLkyZOlK1eu/M9r36ZfvfVJVnFxsbR161bpxIkT0u3bt3/23N4D+kvTLa5I825bSP6p4oOXyiqVdM3dT9Lbe0b69uELKatQho7V+cXSzmsvpHGfmUo3HPxkCYIhkSnShq+uS6s/vSz5BScI21Op1JL1Yz9pwYyj0r7/eyBlpOcL2yzIK5bO/J+ltGDgN9KdM3ZSeZn4RDUmIE7aOuH/pDV9P5Y8rX2F7anVaumDDz6QPv/8cykwMFAaOHCg9PLly19t79q1a1JAQICUkPCfd5KTkyN98cUXkqmpqdS7d2/p1q1bws/9pnoTnxo4eLC0S+kgDT57UjL18pDK5EgwpGVKay7elaYeuyQ5RsQK21Or1dJz7whp2jfm0pYzj6SEjFxhm8Ul5ZKZhZNktOKEZH7DWSopLRe2mZSYLf2/9u4+tqr6juP4V1iIApuJ4CQhgqtCYtKlwdZMSEgQsgmbTupDxIFaZIS5tfrHsAKOrWOjpCVsFMXSLmKwAqsIBVyV8jQby1iRlSEdlId0c+AKXB6tbW1v28/+IDZMB7Y9v3vPPYf367+m7a+f3N7POed7zr3n/jK7VNMefkmVOw462QlW76jVjHsXat60Qv3rsPdtXmtLq9bkblD6oAwVzV6lxvOfel5z3759XV2aNm2acnNzPa0Xhl6N/HayJrz+qp7YsE51ZxwcvLRFVVy5R/fkvqK8dyt1sdn7wUvD2U8079V39L0XirTpL7VOTjD87cBHyvj5Kj3z4hodOtrgeb1otF1lb+7RI5OWqCD/HZ0/5/35eu70J1o654+akvoLvf36+2qPeh/YDv71iLJGz9Uzadk68P5Bz+u1t7drypQpWrx4saqqqpSamqqTJ0/2er0wdCpl1CjN27FVacXLtervNYr28mD7ch8eb9DjxWuVvvwNVdf37gTu5To6OrVxV62++0KRXlz5jk6e834R4GJji5at3KkfZLys1WXVam3zvo+uP3ZKz2eV6OnHC7Vn97Gv/oWv0NnZqfc21+jJMb/Wb2at1H8+8r7Na25s1soX1yh9UIZez3lTzZ963+ZVVlYqLS1NH3/8sR544AEVFRV5Ws9Fr2I+ZJWUlHSV68EHH7zqzw4YPkxvHz7k+eDlc/M2VChj5TrVNZx2st5nbVFNmvcH5Zf+WRcdPCEkqab23/rhjFf09vYP1e5gYJOkwoKtenbmazr0D+9nLaVLZy5njs9VwZxSnY9436hI0tF99Xrkm09r48vvOtkJfq6jo0MzZszQ7bffriNHjvR6nWXLlmnChAmaNWuWsrKyJElPPfVU1/crKip05513atu2bV4j91hPOvWNb92mOdsrdLrJ+8GLdGnAGrOoUCW7a9TWy6sjX7RyS7Ue+22J9tR5P8EgXdohzJq7Wjm//5NORryfYJCkUw0X9PCkJVq7qsrJCQZJKl+9Sz++N1fVO2qdbfPmfn+hfpWepxNHvQ9sl6uurtaQIUM0f/58T+uEpVdfv224ttcfc/Z/+0lJmX72xib988w5J+td/LRFE55foeWbdqnJwQkGSXpv92E9PKtI26vc7aPzFmxU9rNvqP5Y764KfdFnLa2adk+OihaUqfFCs5M19+08oMeGztSW13b2+iz7/9PW1qb09HQlJyfrxIne76vD0qkBw4dpQeVOXWhxc2xVXX9cY/OK9NbeA2p39H/73VuVejJvrT6sd7N9bW/v0I+yXlVeYYXOXXCzjz525KQembREZev2KOro2GrNS1v100mLtX/3USfrSVLmd+Zo0RMFOn3c+6tgLrd161bddNNNKigo8LSOq15dJ/XyXWHdtGjRIhs9erSNGzfO7rvvPquoqOj6XnFxsRUXF3d9XVtba8nJybGMExORSMRuvtnbzTPiLYiZzf439+DBg23Lli1f+pnOzk5rbW21G24I5+eT0KnEFYbcV+pVU1OT9e/f3/N7DhJV2HsVhudmkHSnUx0dHRaNRu366xPrzmmuhL1TZuF4fgbJ57mv1CmzS/uqAR5v5uVKzG98ceutt1okEjEz+9JB7xfffJaWlmZ79+6NdSTngpg7iJnNupe7T58+oR2wzOhUIgtz7kTZacVK2HsVxMxm4c7dt2/fbt+RMIjC3ikzcsdb0PZVMR+yHnroIcvJybFTp07Z1KlTY/3ngNCjU4B79Apwi07hWhfzIat///6Wn58f6z8DXDPoFOAevQLcolO41nm7sb1jX3Xf+kQVxNxBzGwW3Nx+CerjRe74CmpuvwTx8QpiZjNyXyuC+niRO76CljvmN74AAAAAgGtJQl3JAgAAAICgY8jyoL293RYuXBi4y5dAIqNXgFt0CnCLTqE7Yn7ji+5obm62nJwcGzZsmN1yyy326KOP+h2pW5qammzixIlWWFjod5Qe2bx5s9XV1Vk0GrWRI0cG4vHev3+/ffDBB9bc3GxnzpyxBQsW+B0poQW1U2bB7FUQO2VGr3oqqL2iU/FDp3qGTsUXvYqvhLiStWHDBrv77rstMzPTVq9e7Xecbrvxxhtt0KBBfsfosdTUVMvOzrbMzEwrLS31O063pKSk2Pjx462urs7Gjh3rd5yEF9ROmQWzV0HslBm96qmg9opOxQ+d6hk6FV/0Kr4SYsg6fvx41ydPt7S0+Jwm/IYOHWpmZmVlZTZ79myf03RfUlKS5efn24oVK/yOkvDoVHwFtVNm9Kon6FX80KlrA52KL3oVXwkxZF3tU8ERG+Xl5ZaUlNRVuERXUVFhZmYDBw60xsZGn9MkPjoVf0HrlBm96il6FV90KvzoVPzRq/hJiPdkBfVTwSVZaWmpHT582Gpqauyuu+7yO1K3bNy40fLy8iwlJcUaGxsDcYk+EolYbm6u9enTxzIyMvyOk/CC2imzYPYqiJ0yo1c9FdRe0an4oVM9Q6fii17FF5+TBQAAAAAOJcTLBQEAAAAgLBiyAAAAAMAhhiwAAAAAcIghCwAAAAAcYsgCAAAAAIcYsgAAAADAIYYsAAAAAHCIISsgsrOzraqqyu8YQGjQKcAtOgW4R6+CiyErAJYuXWp33HGHtbS0+B0FCAU6BbhFpwD36FWwXSdJfofAlS1fvtzGjBljo0aN8jsKEAp0CnCLTgHu0avg40pWAjt//rxFIhEKBjhCpwC36BTgHr0KB4asBFZeXm7333+/3zGA0KBTgFt0CnCPXoUDQ1YCa2hosL59+/odAwgNOgW4RacA9+hVODBkJbDJkyfbc889Z+vXr7fW1la/4wCBR6cAt+gU4B69CgeGrAQ2YsQI27Rpk509e9amT5/udxwg8OgU4BadAtyjV+HwNb8D4Or69etnSUlJ1tnZ6XcUIBToFOAWnQLco1fBxy3cAQAAAMAhXi4IAAAAAA4xZAEAAACAQwxZAAAAAOAQQxYAAAAAOMSQBQAAAAAOMWQBAAAAgEMMWQAAAADgEEMWAAAAADj0X36uEmhOhRNDAAAAAElFTkSuQmCC", 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MMTExOPPMMzFmzJiA8/d2avjw4ZI+paSkYMqUKZY5JXeehDaMcmrs2LFYsmQJUlJSAMCnHpiVlSXrjr+PY8eOldwv0JF0rF+/HqmpqThw4ACWLFmCuLg42Viixymp43ljF6fcyH3noYAlSVZjY6PPhdHU1ISmpiYkJSWZXRSCCDnIL4JgCzlFEGwhp4hwwJIkiyAIgiAIgiAIIlSJsLoABEEQBEEQBEEQoQQlWQRBEARBEARBEAyhJIsgCIIgCIIgCIIhhg/h7nK5sHjxYqSlpeHEiROYMmWK5LZxZ/VD+v13Mjlu1HHtp9batY1JGXhH63dkxPezP++hgGUulwt/+XMSamrbsXZdNaKjo5kf145Y5RRAXgWDJ6cAca/Wr8zEmDuP4L2iHrhydJkhx7UjFKv4hSevxJxqbm7Gn0YkI6mLE++uPuEzWlw4Q7GKX3hyChD3asXrPTHpoaP4pLgnzr9afpoKXjE8yfrwww9RWlqKuLg4nHvuubLbttfV6zqW2ovGqIslWDmsFJiX70gJ0yenYEBONLolR+COW1Ow/F8nRed7CDd4dgogr4JhZTl//KI3ps+uwmfvZuCOByvw//rvwoABAywrD0/w7BU5JY+V5RQEAbffkorrR3RGRWUbZtyTguf/UW1ZeXiCZ6cA8ioYVpbzm7VZeGbJcXz8/3ri9gcq8OG/D6BXr16WlUcrhidZu3fvRvfu3TF58mRcc801+Pjjjz3rCgsLUVhY6PnbpVAy3jJwQF2ZvLc14yJWWjajyyJVDrHjPj8nFcdPuPDc4ylwOByY9lglHpuegicWHjO0jHbACKcAvoKUG169sqNThw8fRu6UCrz1UnecmRONt17qjltvPg8ff/Y/zzwx4QzFKvltwz1WSR0z/8FuSE91YsodSRAEAePvq8CiJ1LxwKOVhpbRDoRLrFJbHopV8sf95ZdfcM/fjmL1Gz3RKzMKr8xPw01/zsFnG8ptN8S/4UlWeno6GhoaAHRMCudNXl4e8vLyPH/H9M70Wc/z4149ZRPbD+vyWt2SojWQA8BHb2fg488b8OGbPT1PrhYUpODmvHIsf7E7cqeUMy2r3QhVpwC2XhlRXiu90uNUa2srbrz+dDw/JxVn5nR0ux3QLwbPPZ6CG6/Pxhff1CAqKoppee1GqHpFsUr7sYNtu2xJd+wpaUXxPzomNHc4HChamI5rxx1C3+wMXHvrIWZltSOh6hRAsUrPseW2raurw82jz8Zrz6ejV2ZHTLro/Dg8MrUrxvw5A59trLNVjybDk6ybbroJjzzyCP75z3/iuuuuk93W4XKY0kIRldzs+/nqmOCfYdwi6b8/rUJY3e2E1Y3Gmw3b/opJ976BE856wHVq+ZQHYvHGmyORy/yI9sIMpwB114oWpwD2LZLe+1Oyb7F9We2UljIE4/jx44hLEND/AheOuuo8ywdcCMTEC6iurkZaWhrTY9oNilUUq9SyfstI3Hv/x6gSvGKVE5h0bxw2fjcW197K/JC2gmIVxSq1lJaW4rQzIpAxoM0nVl08Anh8USsEQaAky5uEhAS89NJLzPbH4iIxIlCpLZf/9sGOx0u3ExY3GiX7EHPIRl4ZSrg4BejzSsnxePCKVRmC7UfKH/Kqg3DximKV8jJojlWqjxyahItTAJ+xigenxMoRTrHK8CRLC1ovDP8WCs/+ZKTi5ZG0e18sWgVYlMvI7yUcRu7hDdZOAfx7xdIp7/3pwcgKqJYKIqEPilVs9qUHM2MVOWU8FKvY7EsvFKvYwNWZCU4h6A8k96hXTwtFdDXQkiz/WTOSAzWtG1a2UlCiZA+sdEopRl9LalsMrXpKxfp7IEeNw2iv5K4bilXWeUVOGQfFKopVoQhXSZYUci0UUcnNknKJXTTRKkZWtfqH5+XFRMD670IpDQ0NKCgoQK9evZCeno4xY8YAAHbt2oXi4mI4HA6MHTsW/fv3x5NPPomMjAyUl5dj5syZotu8+eabiIiIwK5du/DUU09ZfHbs0OoUEHjtyDklVhm08lriaZABciq0nAIoVhkBxarw9opilTFQrDLHKVskWXpeTAwWqLzFssuFpAezW0e08ktbZ8S3xPss29/ahL1792Lw4MGeZf4jFK1cuRJDhgzBmDFjMGrUKI9kCxcuxNy5cwEAs2bNwqOPPory8nLk5+djypQpKCsrC9jmqaeewr/+9S+MHj0aZ555ptGnbCpmOQXwcT0ZiV2cqm2PxPaWpMDlQg2WL1+O4uJizzJvr8gp5RjlVbg5BdjHqz2tCWhuifVZVtJWjx07dlCsYgDFKnbYxanq9mjRWNXQXo3CwkIUFRV5lvEeq2yRZImhpoUCCC5TVHIzlAxgzMOLyGqxi1hKyMnJwbJlyyTXHzx4EEOHDgUANDY2epaXlZUhJSXFs4333ykpKSgrKwvYpqSkBC0tLZg4cSLuueceXHrppejTp49BZ2Y9rBsp3C2Qwbwip6wnNzcXM2bMEF1HTumDYpVyQsmrgQMHYsGCBZLrySvtUKxSTig5BXQkVZMmTRJdx6NTXCdZwfqlB8MtleelQq/HzhlJtbKfPXoiIWCZUS9PBsxpo/OC532OLCOPn5WVhcrKjkkg4+LiPMszMzNRVVXl2cb776qqqoBlWVlZSEtLQ2JiIgAgKSkJ1dXVIRG45N5LVIKUV8GcAsS9koInp8T26Y+VXabIKWuhWMVmf/5QrCKvxFDjFBBescrqpIqc8oWrJMt/ngQ1fdIBZZW/volVkp//5WSK599pSbU+kqnpS68XtZPTWSWV1nM3ciSZ0aNHo6CgABUVFbj11ltx++23o6ioCNOmTcOSJUvgcDgwbdo0ZGVloXv37li6dCkyMjKQkZERsE12djays7Px+uuvw+Vy4ZxzzjGs3EYhNveIlV75I+aVUU4Byj1QWgZehsglp8zFbrHKqOtDTayyyik1x2b1OSWQV77odQqgWCUHxSprnHIIgiCwPU3txHXPQvb4aYq3l2qpSPtNKG+Zzup82PPvnXU9A/blLRfLgCV3YevJ+K0Qy0g59j3yoOff06dPR/rg9zHoIr93svY04Zt3hsl2FyR8UesUIB2o/L3ydgpQ7pXeBougI1AZ7BUvwUoJbq8qKipw3c2n44mlvQK2yZ94AGv/9WvYT0asBopV7D6rZB9qMStWjR8/HheP/RJ9+vm+k7V9Uz2Obhsj212Q8IV1rFLjFKA8VrEcMIJi1SncXu3cuRP3P3oJHnou8He678//w+4f6hEREWFYOVjD1ZMsKfxFAny7U4gFKjf+FUH3Mm/R3HJJiWVUH9vWrm2y+5ZqJTRDLqvnLShpTgcau/ksK28O/oifUIZU/3Sxbkr+Xok55V7u9srfKcDXKyP7rQfzSoxwcKqmPQ7bG3sHLndVWlCa0ERrrFLiFECxSurYVrKnuSdONvp2LStpPgblnc0IOYLFqjSZp1RS9T8AFKt0HsNIql3xorGqsf2QBaXRB1dJlhApHaSCtaIrQWmw0nKBab2o5SST2qfUZ/SIZcb8EVaLG454OwWoa/GTYmddz4BABVgbrPTuU4uHStBzzZNT/CIWq5Q+8RXD2yn330Dw1nWKVerR+3SBMAZeYlXU8UhFA8t4w0Os4tkpFsewK1yddWSnVqSdX+752z9IDYorVbwvdxbsL5Z/oHL/8N5SefcFtmLSRyX7NONFftbHlvqc3DwYhD6COQWo98r/iZVc5c/tldVOKdkvq+OaXfEVLQM5ZSisY5XYEyuKVacwM1aRU9ZAsUr5filW2QeukqyeMSfxWN8PMSj6RNBtxcbQ90+sxJ5WeQuldihdb4y6yM0YSpNZP30Gcvi3TvHI448/DqfTifz8fKuLohq3UwCCeiXnFCDulVjrn9oJH91YFbBYQE6pw85OAfpiVTCnAHaxysj3nOziFSunAPlBE3jAzl4ZFavEGiuo/qcMilX6neIqyYqLcGFQ9AmkOTvLbnfUVYdB0Sc8om1v7I2ddT0luwC6L6p4L6lif/t3k59IZgQrN2YLpqcvL8vWBv8+1Fq6fkrBesbvqqoq7NmzBwMGDGBWRjPxdUreKzGnAPkKYLxfoIqtDnQKMM8rs7sk6H2p3wiv9HSpFoOcCkRNrPKGYpX6Y0lhZ6cA8sofpbFKqv4HSDcAAvpild2dEjueFHb2ikenuEqyGtud2N6SJNqK4d1ysb1xkKJHwP6tFbFe//aWyyqpzEBrYmXUI1y5l1RZwHLG78LCQixbtgy5ubnYsmUL87KagXKnTj0F1lIBBDqckvPKCqeMClxaj2uEV+SU+ZgVq4I5BVCsMiNWGQF55Ysap4DgsSpY/Y+3WGUUFKusdYqrJKtBiMb2xt6ij30B+X7qQGBLhT9mSWXlC348tVboYX9jCprqevgsq26oRuXevRg8eLBnWV5eHvLy8jx/s5zx++DBg0hNTUVsrO/wvHZCzClAWTcloCNIRcvsP1jrOnnFj1N1bbGiwxfXuWKwfPlyFBcXe5Z5e0VOBaInVgVzCuA7Vpn9PogVsUpNgvVLQxqO1fn+SOWNDgg7dlCsUoGaWCVW/9MTq+zeo0LLsXmOVSda40RjVWN7NAoLC1FUVORZxnus4irJOtEShw8ODQyYaTtYQhXrl1xZ1a3CaLFY7J9VwJKa6ygYR73//dvv/EtSCh5W+DQ2JydHdp4sljN+b968GTU1NVizZg1KSkqwfft2DBo0SOmpckEwpwDpyp/Uk183ZrSqmxGsjBpZSUvA0uKVmFOAOq9yc3MxY8YM0XXkVCBmxireWtWVTEBs91h11P9vDbFq4MCBsvNkkVe+qIlVYl3/3FCskiYUYlVeXh4mTZokuo5Hp7hKslw1UTjxn+4BrRHRCAxOYmhp/Qt2cSm5kIyUy8hg5TmGAsGCzceieLADkfM5injg6qBFUATLGb/79++P5uZm5OfnIyIiAklJSWwKaSJGOgVo80rpzZnFta9n/h45WAVoOa/0OAWw84qcCkSPV1qf/lKsMjFWGewUQF75Y0X9D9Afq1g5RbFKT+k64NEphyAIgv5TY0N8ahb636Bsxm+jApXn8wzk0tra55kfwuQh1uVQEqjEboRirUpi7HzmQc+/p0+fjp/6/ozu5/t1FyypRvInCbJPsghf1DgFaOtSoaYVLJhXeidaNMqpYMfVgtFOxVYDWws7vKqoqMD5NwzG8EUjArb7zwOf4r+rtyEtLU3ZjgmKVV6f48kpQFnlj1WsGj9+PKr/UIvk0/26C245gt/9OkD2SRbhC8Uq38/w5JWZsWrnzp24/qE/49KCywO2WzthDY7+VIGIiAhlO+YArp5k+SP1AyltUdfav1ROLpazbQcLUP77MfMlf6lAJSeSUqG8UdJCRbBFz+h/RjgFsLu2gwUotS2FRgUr/yAl5ZUWp6T2RxiHHWOVmmtb7UTEVjgFUKwKNShWKT+2GfU/QLrLM8UqcbhKslwxQE124HJFs0kbJBSg/wVdNcjtw8xhc8XEkqv0id345Cb1c6+T2t+h+kTU/faiq5v6WgHJcIl/gBCl3SnuFGAPr7Rc82qHxrXKK6kR5NxIVSakvPJeLra/+rZoz8vj3jS0BhuGgfCHYpU9Y5Vap7zXScWqA7VJOObn1cn6evxOfHNCAitiFcuu6xSrAtEaq2pbY0VjVZOLq5RFEaaU+Pe//z2eeOIJXHrppbLbCU5BtDUiSmJ7PUjJZeVoS2ZMROeNmr7qbhGCzYDujdy29aebe66hiBKv2mMCnQKM8UrvE+CA/RlcETQCLU4BbLwip/TDW6zixSkrJk2VO75Zsaq1axtauyrfDyEOxSpz9qEGilXmYHiS9dlnnyE+Pl7Rto5IwbAhJFkmVT77tVnQEjtfKbmMGJHH/fsakTiHE0q9ssIpwLr+5LzMRaL4RWCwcd+oxqhwIpRjFUunwilWkVP64TlW8VL/MxOKVeZi6C8tCAK2bNniM1eEN4WFhSgsLDy1fV2dovkp/If49Meoyp9n/yFQCQQ65GpJlm+Z4H0+LX9YzvgdGxuLF198ETk5OTh06BAef/xxi8+uAzmv/J1y1dSHvFNSZTC6Mih13m6v5LCTV+HuFGDPWGWEU0YTzCmKVaHjlR2dAihWefbJoVc8OmXoXXTlypW44YYb8O6774qu95+cL/b0jKACeWPG8JpmT7zIkmDHVDMZH49CicFyxu/nnnsOjz32GLp06YKrr2Y0bi8D5LzS6xTAZlQl2f2HsFNA6HkV7k4BFKuMhmJV+HlFscpYWMYqckq7U4b+8vv370dlZSW2bNmC+vp69OvXD6mpqYo/b8W8H0aN0MLDfvwx8iVtvVTXdUKz3w23ubYBe/f6tor536hZzvidkNBx/B9//BGjRo1if5Ia0eMVOWXMvtwYPfCBHh9b2pyilZiWtkgsX74cxcXFnmXeXpFTwSGv2O7HH6MSK71OAcDx2njU+3nVUNcJO3bsoFhFsYq7fbnhOVY1tUSKxqo2lxOFhYUoKiryLOM9VhmaZE2fPh379+/Hxx9/DKfTicTERNnthTaH6OzeRmHGfFK87AtQ11Lh/h18fo/fttEy0zcrcnJyZOfJYjnjN9DxmPm///0vbrzxRrS1tSEy0vrRbdR4ZbZTgPFzdPCyLzdqulO0VscETuqY3KzYKaPcy83NxYwZM0TXkVOBUKwybl+A+ljFo1MDBw6UnSeLvPKFYpVx+3ITCrEqLy8PkyZNEl3Ho1OGX8V9+vTBmjVrFG3rcDkQX6KsSGpGOAGs6/Nq1ufl0PIYWEwmox/Ns4DljN/79+/HLbfcgosuughvvvkm3nvvPc2zfrNGqVdqnAL48irUnJLcF+dekVOBUKwyBopV4euVkU4BFKtEj0uxynCnHIIgCOxPVRtx3bOQPb5jxm/eJBJD76R0VnYD1APLcrtHttn5zIOeZdOnT0dxwgl0Ous0n22bD1Tg9ztqZJ9kEb54OwXw75Xe+UjIKd/RotxeVVRUIPuPw9BzZm7A9oefXo7/ffoV0tLSmJUh1KFYxQY7euUdq8aPH48NA7sgple6z7YNP/2KsfVdZZ9kEb5QrGKDHZ0CTnm1c+dODL3nVqRPuSlg+4MzX0XD3gOIiIhgVgajsb45xwshUvls3lbAeqLH1q5tqkeaMXM4XTNaJbTcSAnl8O4UwNYr9zZqPDFztCdyKjTg3SuKVewhr4yFd6cA/YmV2HYUq0IbvpIskQkerUTtRaal7N7BS00l0giserlSDFdtVMCj6baaaBZFCivs7hSg/5oP9vlwcaq9NUK0u0d7q31aBXnB7l5RrApEa3nbaqIR4eeVqy4KcLAoVfgQjk6p3Ue4ONXe4hSNVUKb/aTiKsnSOxmd1hftrJrk0Up4mC/CjV2GB7UjVjkFaL/GWDrFW/cRJbCa8JEwDopV5sCTUwB5ZSQUqyhWhSJcJVneuIWRGvVEDzwI5casFwW5OucQl4pn5IZWDRWvzHz5lpdzBsgrq6BYxcdxyKnQgrdYFY5OAQbE5zBzirskS+0oQWLwlKXLYbRgVjzuDjeB7IK3R1Y6Bdivy4PeY+g9X3KKTyhWWbd/ilWhC8Uq645BsYo9QX+BkpISvP/++6ipqUFmZiaGDh2Kc845x5DCKO1vaddRWdzwErCMOF8r59ACgIaGBhQUFKBXr15IT0/3zPi9a9cuFBcXw+FwYOzYsejfvz+efPJJZGRkoLy8HDNnzlS0DSvM8sp/7hEp7O4UIH4OUccj2XUVYvjSsxrIKWVQrGIPxSrjIK98oVhFsUovPDoV9JfYsGEDbrzxRhw4cAAvv/wy1q5di/Lycjz44IO49dZbNR1UCofLYcsJ6NywmCvByCE/reqTr6XczlpnwOfaTzqxd+9eDB482LPMe7ZvAFi5ciWGDBmCMWPGYNSoUR7JFi5ciLlz5wIAZs2ahUcffRTl5eXIz8/HlClTUFZWpmibzMxM1ecihllemeUUYM/uFDy9m6gGLeWOaBG/FiJaHVi+fDmKi4s9y7y9IqcCoVhFscpN5EknouL8RoircWJH6Q6KVSqgWGX8/m0Tq5ojRD/naHOgsLAQRUVFnmW8x6qgZ+9yuVBXV4crr7wSBw8exPjx49HS0oKVK1filVdeweTJk1UfVApH26lx8/UO7Wh1q4TVxwi183eTk5MjO0/WwYMHMXToUABAY2OjZ3lZWRlSUlI823j/nZKSgrKyMkXbsApcZnnF0inAni3oUhVCXvrli2H2pI65ubmYMWOG6DpyKhCKVeyOEWrn72bgwIGy82SRV75QrKJYpYS8vDxMmjRJdB2PTgX9dvLy8vDCCy9gxowZ6NKlC7p164bs7GwMGTIEK1euVH1AOewwT4IbXl+u57Xl0yyysrJQWVkJAIiLi/Msz8zMRFVVlWcb77+rqqoClkltwwqzvCKnxM+TB6fUlsMqyKlAwt0rqXPkwSs7OAWQV/6Eu1MAxSq98OhU0G/N4XDg/vvvx7333ov169fjm2++wYcffoiUlBSMHTtW00Gl4G2eBG9Yt86xnqjRDiO0mfHbjh49GgUFBaioqMCtt96K22+/HUVFRZg2bRqWLFkCh8OBadOmISsrC927d8fSpUuRkZGBjIwMRduwwiyvwskpsX3qOXc7dCkhp05BsaoDilX6Ia9OQbEq/GIVOcXOKYcgCALj89RM7OkZyJqn79EzixfveH00yzrYie1TK1rL4h6NZt+YfM+y6dOno7i2CZ2y+/ps21x+BL+vrpDtLkj4wsIpIHSGzPVHrFy8eKXXKeCUVxUVFci+7Ar0nJgXsP3hpYX435dfIC0tTVtBwxC7xiqruhDx4hSgrSxiTgHA+PHjsSE5HTHde/hs31CyD2MTO8l2FyR8oVglT7jEqp07d2LouAlI/8stAdsffPF5NBzYj4iICG0FtQD+n//5wXr0Ep7m5DDrmGbMmUBDedqLcPXKTk4B5JWdCFenWB7TjHMmp+wFD16Fo1NqykBOnYL7JIuVUHYdmYUFZgVnlmJF1Z56CdZNew2z3Yc9Vj3xFSOcvLLSqYi2QKcAwNHK7BBhDTmlH1vGqhog2u+nb60FkMjsEGENeaUf28WqFolY5WJ2CNPgKslSOk+CN0a/jGdXqQDzu5K4fzsx2ayePyFc0eIUYKxX5JSKz5NTXEKxii28eEVOWQc5xRZenPJeF45wlWQZMU+CfzYsNzQoL3Nz6CmHkSPRuOUJJoyVEwoSvljtFBBeXml934OcshdGe0VO+UKxKvShWKW/HOQUf3B1pg6J7ixKaEkW/6zaIUGlHnmqycSVCMN6boVgsLh56PkOxND6W6ulvLwcixcvRmJiIi655BIMGzbMs+6LL77Apk2bcPLkSTzwwANIS0vD3//+d5x++ulobW3F5MmTA7YpLS3FRx99hJSUFDgcDtx3333mnIgG9DoF8OGV0pd+WXllllMAW6/IKXOgWKUNO8Yqs5wCwtsrI2KVlkZ1M2JVqDsF8OOV1U5xlWS50ToRnVqh1PQhlWttDnYxGZG1m1kJ1FoGM4OTHEVFRRg9ejTOO+88/OUvf/GRbNGiRVixYgW2bt2K1157DZdddhm6du2KO++8E2PGjMGdd94ZsM1dd92F/Px8REdH4+qrr+Y6cHnD2iu9Trm3N8MrxS/skleKIKc6oFiloDzklGLIqw4oVgUpi4E9K9RgB6+sdoqrJKs9RkD96QZNUKjjpTytYmk6lso5S7TuRytyx1cqlJIbaHQtEOu3P6EG2HtoLwYPHuxZlpeXh7y8U8NS//TTT8jPz/f5XHJyMlJTU+F0OlFXV+ezrqGhAREREUhNTcWBAwdw8OBBpKamAgDi4+Nx7NixgG3c6z/99FNms90bBa9OAeJeWdWNwMqKIAungOBeRbQGOgUAzlZg+fLlKC4u9izz9oqcCoRXr8x0ikWssmryVJaxKqYGiPU7VGsdsGPHDopVKuDVKYCfWBUK9T8guFfOZvFYFdEGFBYWoqioyLOM91jFVZLliBQMHfoxLalWdv3REwkBy/zlsmpAACvkUiuU1v7Oan7znJwc2Xmyzj77bKxevdpn2ZNPPonKykr06tULnTt39lkXHx+P9vZ2z/qsrCxs2rQJAFBfX49u3boFbAMAX3/9NZqbmzFkyBDFZbcCq50CAr0y0ylAv1dmTfQoFaTM8Co3NxczZswQXUdOBWK1VxSrlB/Tqlg1cOBA2XmyyCtfrHYKoFil9JgsY5Xa3zwvLw+TJk0SXcejU4YnWWvWrMHu3bvR2tqKnJwcjBkzRrowTpei4KJEFqWwDlaq5ufw2i8Pcml59OsvVUDfYy+BoryWs/wNg3HHHXdg8eLF+Pzzz/HAAw8AACZMmIA33ngD999/P+bPn+/TJ3ft2rUoKirClVdeiaioqIBtvvvuO0ydOhVDhgzByy+/jE8++cS0cwH4d8q9T2/0tARqdSrYZ83wioVTYuUQ84qc0gfvXlkVq3hzSslxKFbx4RXvTrn36Y0VsYqHp8JGOAVQrHIIgiAYeYKHDh1CRkYGTp48iTvuuAPvv/++Z11hYSEKCws9f+8+tBs3fnCz5+9fTqYYVi45scwe+lIpLEd2EtufN1pHuvJvlQgmU9/EKgDAsgte8yybPn06PtzThISefX22bTx+BEPiK2SfZIUDepwCzPNKbyugHb1SE6iUvpej1SnglFcVFRXIGXIF+v4hL2D7X/5diH1bv0BaWprsfkMdilXs4NEp/3KwiFXjx4/H9/XpiOvaw2fb2sP7cH3/TrJPssKBcIhVZo5IaIVXZjgFnPJq586duGzUBPT5/S0B2+9e9TxqK/YjIiJCvlAcYfiTrIyMDADAqlWrArqj+PdRTjkzRVQq/yCjJQtm/RjYrjN+6xUrWEuF2t/GyJtoqKLWKUD8e9brVbCWdTs4xeK4eiuBRjnlHcCI4FCsYkeoxipySh0snAJ8nWDhFECxSgyKVewx5Z2stWvXIjs72yOcFE2uU8URk0Jqnf8Pq0SoKL/1SlrDjH5J14qXFf1R06XCGzG5pMRRkljFnGxHXLTv9N7tNe1AfNCPhgVqnHJ/33JO+a9X6xQQ6JXVTrnLZLVXartUeOP/O8gFI3+v/P92tgBxVb5OAUBEq6GdGWwFxarg8OAUYE2sEotdMSfaEdfu61XzyXbR/YUjvDkFUKySgptY1dwuHqva7BerDE+yVq9ejWeeeQaDBg1CbW0t3n77bcltW5sjcXRrd9n9if3oh6pjgg6vKReo3CjN3Fnhf+GzlkzLS5pKA5UbuZYLJS294TwTuFZYOwUE/u5upwDlo2uymPuHBbx7peRFXymvyCnjUONVW0MUxSqOnAKMjVXklDYoVsnDu1dU/9OP4UnWqFGjMGrUKEXbRtU4kP5dR/bamOL0WdfkmWzuVJF9pBAJTh3byx+TB7Gs3L+SlgqWXV7cZXP/Ll3cv0/gqyKEBKydAk555e8UANVehaJTao9hhFfBnAI6fpdoeA1/S14pRo1XkfWgWGXy/q2MVeSUNihWBUKxqoNw8YqrIdwj2toRW+X+cTt+lMYUp49g3miZ6MxIqaya40fNsdUMTat3GGGxIOV+BHzqd7YvEydOxPDhw3HbbbdZXRRJpJySgqVTgPF9yI2GtVd6hxGWqviFild2cAoI9MrtFMUqdsc2MlZJvedGsco6rIxVvDhl5EAWwY6hNlZpqf8B4l5FVZg32iArlDrFVZLVHhmBphTp5KrFpzUj+P6MrPy5YRmsWM70rXS/avqtuxHrRuEuV/xvv4u3UG6ZoipqIZQf9XzW0d2c0czKy8uxePFiJCYm4pJLLvGZ8fuLL77Apk2bfIbw/Pvf/47TTz8dra2tmDx5csA26enp2LVrF44fP25K+fXC0in/z/jDS7Byo3WYar371lsR9PYqCqd+G3flz9spAB6vyClzcMcqseTK3w+KVWz2yzJW+TsFUKyyGtb1P//P+BMusSro8PAGxCpy6hRcJVmuGKD6DKeiWdaVbOPGiEe/aloNgm1rRcAC5Pvbyr14GkwqAAGVQABoTU8A0hN8bqSAeOtv9MkWxDp8y9dW34K99XsxePBgzzL/EYrEKCoqwujRo3HeeefhL3/5i49kixYtwooVK7B161a89tpruOyyy9C1a1fceeedGDNmDO68886Abf7+979j1apVirtBWElrfASqz+j4noM5o8YpgL1Xars46PWKV6cA8cYKoMOrAKcAj1dyTkW0tIu2yjtb2rF8+XIUFxd7lgXzKpydAihWsTiemv2y8ErOKUB7rIqpbkFsi2/5ok+2YseOHRSrVOB2CqBYped4ivdpRaz6LV4Fi1XOZvFY5WgTUFhYiKKiIs8y3mMVV0lWe4yA+tO1TzwKWNuXVurYPi8SqpznwAi5AGUv3wPij3/j/VrVgcAuFe7gJBWk3DdJtb9XTk6O7DxZP/30E/Lz832WJScnIzU1FU6nE3V1dT7rGhoaEBERgdTUVBw4cAAHDx5Eampqx3nGx+PYsWMB22zevBkXXHABDh06pKrsVqDWKUD9NaoXvV5puQ9YPWSv2Ahyco0VQIdL7v8Adk4BQG5ubsAQy27IqUBCPVaZ4ZSSfQL2jVUDBw6UnSeLvPKFYpW2Y6rdH6DcKYC/WJWXl4dJkyaJruPRKa6SLEek4PPjBxt5xKqJFVmVQ8nnlLSCaCmDklFdvEe68u+u5I9Yy4R3a5PUiDVRYDv799lnn43Vq1f7LHvyySdRWVmJXr16oXPnzj7r4uPj0d7e7lmflZWFTZs2AQDq6+vRrVu3gG22b9+O9vZ2bNq0CU6nExdffDGys7OZnQNL1DoFmOMVS6f8HWFVfi37Cfb9ussp1V3Jn+r+nQCId0cjp6zD2ytenALYeaXFKYpV6iCvfKFYpR2jnAK0xypyqgOukqxIp+8PJzfUrdEYESz0fsbIVhv/UV/cyEklFqjkZHLDUiol3HHHHVi8eDE+//xzPPDAAwCACRMm4I033sD999+P+fPn+/TJXbt2LYqKinDllVciKioqYJv09HRUVVXhu+++Q0REBJKSkkw9HzWIOQUou8myxiintHzODKf8968kUAG+XvknVOQUH3h7ZaVTAH+xyuindhSrQtMrilXy2/Maq6SeTpFTHTgEQeBmdq/Y0zOQNW+y52+z5NI73KXWY5nVuimF1NwRsV6Byy2X9yg/SqQK9jKy//qvr37G8+/p06dj47oTSE7ybR2oq69Av7NPynYXJHyxyinAPK/M7jIih9x8LP4BS61TgLRXYk4Bp7yqqKjAWWdehnPOzg3Y5oeflmHX7q+QlmbOi8ihAMUqcwkWq7wrgWbGqvHjx2PPT4noHJ/us83xE7/iyhHJst0FCV/sEKtYj5ZLseoUbq927tyJq668DWf1uylgm+/++wpOnDyAiIgIibPiD66eZAltDsPFMqrfuJbjsp54TksZ5EbpaUoGmpJPySXVTUlLK4Xci5UA4KxuRFSz774im+sV7ZvwxYxgZdU7TlZ7pdQp74YL98vdgHiXCi1OpSXVBnXK0dwmOlSuo9naCrQdoVhlLGpjlbdTgLmxKvJYPaLq/GJVQwMAlaMzECEbq6SOacdYpdcpJbEqorFVPFa1ij9R4xmukiyj4KkCKLaNFS9rSgWslmTpvrRAoFT++LdSKBmlhjAOoc1hyH6tHDiCB6+kyiDmlRKnAEh6JdbyR16FHlYlVUqPbadYFcwpgGIVb1CsMgbWsUqNU+5lUoSDV1wlWQ6Xw5JJEq2eL8GIbhnByiM2BKoaoeRECjbxo9IyEvqxyimAH6/MDJrBvFLjFHDKpWATP3qXTy4IEmygWEWximALxSqKVaFI2N05zG6l0LtPNeXV22KjZlhPta0TFKRCFyvnING6P6VlZtEKqtQrcorwhmKV9L4pVhFaoFglv1+KVewJ+TO3Siotx5XqC88KqTKpCVgB+7SBUEbM+P3SSy8hOTkZpaWlmDlzpoVnZw3k1SlYe0VOkVMsIKf89unnFY8t6eQVe8irU1CsMt8prr4NwSmIZ9cGzVOlFLOO7/OolsGFqnhOlOoYTRM+AvrLacZLn6xn/L7mmmvw9ddf46qrrsLZZ59tePn1oNUpIPS8YnXzZ/29sA5U5JTxUKwKr1hl1uAE4ewVxSqKVUZgtVNcJVlSmD3MJQ9Sa5VN89wNCl9A1CqU6nIdr4ZQE+uzSHBVY+/ecgwePNizLC8vD3l5eZ6/zZjxe/fu3UhISMDtt9+O0aNH4+qrr0ZsrG9ZeceKoWOt9kpPANM0Z5DBTgEqy9XSDKH8aODy5hYsX74cxcXFnkXeXpFTyqFYpf5zqo/HWawSqo5DcPrOhCO0ncCOHccoVjGAR6cAPmMVr04BKsvW1CQeq1rbUFhYiKKiIs8i3mOVLZIso+FBKp6O6ca0hEoFOTk5svNkmTHjd3p6Orp06QIAiI2NRWNjo+0ClxnwUAHk5ZjeWDmKnBS5ubmYMWOG6Dpyih8oVonDo1MDBw6UnSeLvOIHilWB8Fj/AzqSqkmTJomu49GpsEuyrBzOk1d4f9yrF9YzfqempmLlypVYunQpBgwYgOTk8J4PhZwSJ5S9IqeMhcekgQdC2SmAvDIailXihLJXVjvlEARBkN3CRGJ6Z6LHrPuZ7Y/3+RFYH1MpPLZQ7M97yPPv6dOn48tXd6FrZA+fbWpd1eh7YxfZJ1mEL6ydAsgrKXj2qqKiAmdnno/zO40I2GZr/WfYeXgb0tLSDCtHqEGxyhx4dgoAxo8fj19W1CDB6VvROtZ2BJdPPkv2SRbhC8Uq8+DZq507d2LEuX/G7+IuC9hmU92HqG6tQEREhGHlYA1XT7IcLm2T0fHQ6qf1opX6HA/D91r1MumKhR8hOS4zYHmb0Ix1y78AKMdSjHvuEVYjHQWDh+tW6rM8OG+VUxEREWgTWiAIAhyOU/dZQRDQihZbBS0eoFh1Ch6ct8qrdcu/QFanswKWtwnNeP+5DynJUgHFqlPwUDYrY1Wr0BKwXBDa4UKroWUyAq6SLCD43BtWy+QNk3kJJPahd3I6NWUzoyVFTXnWl/wbg04/D/GNMYhzxAMAWoQm/IxN+Gr7F0YVMaQhr0LPKUB5mVJSUtDZlYCS2u9xmuNMz/JfhZ+RgC5ISUkxqoghCznluzxUvFJTnn//8AGGnXMFzsUwRDs6Bg9oFOrxC7Zhe8k2o4oY0nh//yycEtsPKyhWKUdpmfr164eINgGlNduR6cj2LN8j/IA09LRdgyB3SZY/dg5UQPCyBBtFRu6Go7VsRkrFYujR7OxsfL75M1x94R9wrjAMEYjADmxCX/wOAwcOZFBKgqe+6UaURc6rYJVjLeWyegjhYDgcDvyvdQ96RPXCEaEUPRy9cVgoRQ2Oo7ztIKNShjcUq8IvVg0aNAh9cTZ24BucKwxDO9rxI77F+u/WITs7O/gOCFl4cgqgWKUEvV5FRERgf+M+9IzrhVghDimOHjgg7EMbWlHavpdRKc3D8CSroaEBBQUFnlE5xowZw2zfvFwsLMqhZMhOHl9ONOomeMEFF6APzsSP+BZORKInTsM24f+0FDHksLNTgPleBTseb62jgDHBPDIyEvvr9iGjc280CQ2oQjkO1ZXC6XRqLWZIYWevKFYFx6hYtU34EgMcg/ETvkMbWnEazsSQIUO0FDHkIKeUQ7HqFLGxsdhX9TNOS+mLGqEaJ3AMR5oP+HR1twuGD3zx1ltvISYmBmPGjMGoUaN8hlcsLCxEYWGh5++ffvqJ+wnzKisrPePo84zdypmSkoJPPvkkYP0Ax2C40IY9wg/mF45TQs0pwB7Xqx3KCPiWU8yr8vJynNvjQvxQ/h3S09OtKCKXhJpXdrxeeSWYUwDQz3EOnIjELmGL2cXjllBzCrDf9cozwbz69ddfcenpV+LnE9uRmJhoRRH1IxjM008/LWzYsEEQBEEYMWKE7Lbnn3++0cXRjR3KKAhUzlAm1JwSBHuU0w5lFAT7lJM3Qs0rO5RREOxRTjuUkUdCzSlBsEc57VBGQbBPOfVg+BtkWVlZqKysBADExcUZfTiCCHnIKYJgD3lFEGwhp4hwx/B3skaPHo2CggJUVFTg1ltvNfpwBBHykFMEwR7yiiDYQk4R4Y7hSVanTp0wf/58Rdvm5eUZXBr92KGMAJUzlAk1pwB7lNMOZQTsU07eCDWv7FBGwB7ltEMZeSTUnALsUU47lBGwTzn1YPjAFwRBEARBEARBEOGEvWb1IgiCIAiCIAiC4BxKsgiCIAiCIAiCIBhCSZYK2tra8NRTT4VFP1KCMANyiiDYQ14RBFvIKUILhg98oQQjZwVnSX19Pf7whz/glVdesbookqxZswa7d+9Ga2srcnJyuP0ut2/fju+//x4NDQ2oqqrCnDlzrC5SSEFOscUOXpFTxkNescMOTgHkldGQU2yxg1fh5BQXT7JWrlyJIUOGYMqUKXj77betLo4kiYmJ6Natm9XFkOX888/Hww8/jClTpuDdd9+1ujiSDBo0CFdeeSV2796NYcOGWV2ckIOcYosdvCKnjIe8YocdnALIK6Mhp9hiB6/CySkukqyDBw8iNTUVANDY2GhxaexNRkYGAGDVqlWYMWOGxaWRJzs7G/Pnz8err75qdVFCDnKKLXbxipwyFvKKHXZxCiCvjIScYotdvAoXp7hIsmhWcLasXbsW2dnZHtl45NNPPwUAdO7cGbW1tRaXJvQgp9jDu1fklPGQV2zh3SmAvDIacoo9vHsVTk5x8U6WXWYFFwQB7777Lvbs2YNt27bhvPPOs7pIAaxevRrPPPMMBg0ahNraWm4fv1dWVuLpp59GREQEJkyYYHVxQg5yii128IqcMh7yih12cAogr4yGnGKLHbwKJ6doMmKCIAiCIAiCIAiGcNFdkCAIgiAIgiAIIlSgJIsgCIIgCIIgCIIhlGQRBEEQBEEQBEEwhJIsgiAIgiAIgiAIhlCSRRAEQRAEQRAEwRBKsgiCIAiCIAiCIBhCSRZBEARBEARBEARDKMniiIcffhhfffWV1cUgiJCCvCIItpBTBMEWcio0oSSLExYtWoS+ffuisbHR6qIQRMhAXhEEW8gpgmALORW6OARBEKwuRLjz0ksv4eKLL8a5555rdVEIImQgrwiCLeQUQbCFnApt6EmWxVRXV6OyspIEIwiGkFcEwRZyiiDYQk6FPpRkWczatWtx7bXXWl0MgggpyCuCYAs5RRBsIadCH0qyLObIkSNwOp1WF4MgQgryiiDYQk4RBFvIqdCHkiyLGTVqFO6//36sWLECzc3NVheHIEIC8oog2EJOEQRbyKnQh5IsiznjjDPwwQcf4NixY5g4caLVxSGIkIC8Igi2kFMEwRZyKvSJtLoABBAdHY3s7Gy0t7dbXRSCCBnIK4JgCzlFEGwhp0IbGsKdIAiCIAiCIAiCIdRdkCAIgiAIgiAIgiGUZBEEQRAEQRAEQTCEkiyCIAiCIAiCIAiGUJJFEARBEARBEATBEEqyCIIgCIIgCIIgGEJJFkEQBEEQBEEQBEMoySIIgiAIgiAIgmAIJVkEQRAEQRAEQRAMoSSLIAiCIAiCIAiCIZRkEQRBEARBEARBMISSLIIgCIIgCIIgCIZYnmRVV1dj0aJFaG9vt7ooBBEykFcEwRZyiiDYQk4RoU6k1QVITk7G8ePH8dFHH+H666/Xta/29nZcd911uPDCC9HS0oKSkhK8/vrriIuLU7zNRRddhNjYWACA0+nE559/DgB4/vnncejQIcTHx6O5uRlz586Fw+HAs88+i/379yMlJQX79u3Da6+9hsOHDyM/Px/nnXceysrK0K1bNzz22GOKz6OkpET2842NjbjwwgsxYsQILFiwQHQfgwcPxubNm+F0OhUd86uvvsLUqVOxcOFCXHHFFYrLqhep75vQB0uvAKC8vBz5+fnYvn07vv/+e8ntxK5NOefE/HG7KHWda71m5LwK5pwbu3gFAHv27ME777yDuLg4fPHFFygoKMAFF1xgahlCCZZOKb3epH5DOaekPiN3Pei5D8vdG6Tipjd2ckrufkWox4o4JbWNnJNSv3uw60FJXU1NGffv34/hw4cjKysLAFBTU4OBAwfijTfe8Pm8nZxSco+wNQIHbN++XcjNzdW9H5fLJTzxxBOev6+//nrhrbfeUrXN7NmzA/a7bds2YdCgQZ6/R48eLaxcuVI4cuSIkJycLLhcLp99fffdd8Lq1as925955pnCli1bFJ9HsM9PmzZNyM3NFaZPny65j/b2dsXHczN+/Hhhw4YNqj+nB7Hvm2ADK68EQRDee+89Yc2aNcL5558vu53YtSnlnJQ/cvsSBO3XjJxXSp21i1dtbW3CNddc4/luDx8+LBw9etTUMoQirJxScr3J/YZSTkl9Jtj1oOc+LHVvkIqb/tjFqWD3K0IbZscpqW2knJT63ZVcD0rqamrKWFVVJaxbt87z9+zZs4Uvv/wy4PN2cUrpPcLOWP4kCwAGDhyIn3/+Ga2trYiKitK8n4iICOTn5wMA2traUFZWhn79+qna5scff8QzzzyDxsZGDBkyBH/605/wyy+/eFoOACA7Oxuff/45hg8fjujoaNTU1CApKQl1dXU466yzcM455/gcs729HfHx8Z6/H3vsMbS1tcHpdCIhIQEPP/ywz/ZDhgyR/Pybb76JSy65BDt27EBdXZ3o97BmzRpMnToVGzduxIYNGzBz5kzcfffdKC0txa+//oqPPvoIXbp0AQBMnToVra2tyM7ORllZmWwZ586dizlz5uCTTz7Bli1b8Pnnn2PRokXIycnxOf5NN90kWrb8/HxceumlPsvEvm+CDay8Ajp+040bN8puI3VtSjnXqVMnUX/k9gVIXzN6vJJb58ZOXn3//fcQBAFLlixBQ0MDunXrhrvuuivgs4Q6WDml5HqT+w2lnJL6zObNm2WvB61OAdL3Bqm4ecMNN3iW2ckpufsVoR2z45TUNlJOSv3uwa4HqRimx6lu3brhqquuAgA0Nzdjy5YtKCgo8NnG26k+ffpg6dKlkl5Z7ZSSe4Td4SLJAoDu3btj/fr1GDlyJABg586dWLdunei248ePR3JysuS+Pv30Uzz//PO49tprMXjwYFXb/O1vf8MFF1wAl8uFyy67DAkJCRgyZAhmzpyJpqYmxMTEYMuWLcjKykKXLl3w7LPP4uabb0aPHj2QmZmJvn37+hxn1apVGDlyJPr37+857rfffovPPvsMAHDFFVdgxIgRAYmZ2Od37dqFn3/+GU8//TR27Nghef7XX389Fi5cCACYOHEili1bhosvvhiPP/447r33Xqxbtw433ngj1q5di3379uHf//43AOCDDz6QLePMmTPR1taGt956C9HR0VixYoVoV4n3339fsmz+iH3fl112meLPE/Kw9EoOJdemmHNi/gTbl9g109jYqNkrpevs5FVpaSk2bdqEd955B4mJibjtttsQHR2NCRMmKN4HIQ5rp6SuNyW/ob9T7777ruhn4uLiZPfFwil/pOKmN3ZySkm8J7RhVpxSir+TYr97586dJa8HqRimtv4nxzvvvIO//vWvAcu9nQKkvYqNjbXcKSX3CLvDRZK1aNEijBs3DitWrPBIdtZZZ2luJRo5ciRGjhyJ3NxcvPzyy7jnnnsUb+Puo+50OjFs2DBs2LABs2fPRmFhIZ544gmkpqbi7LPPRmJiIn744Qc8++yz2LZtGyIjIzF9+nTMmTMH8+fPBwBs2LABGzZswKJFizzH3bFjBxoaGjBv3jwAQFZWFiorK/GPf/wDq1atQufOnT0Xqf/nV61ahdjYWMybNw9fffUVWlpasGjRIjzwwANBvxN3a0Nqaipqa2sBdNzIzjjjDM822dnZsmUEgFmzZmHAgAG47777JPuijxo1SrQlY/bs2Rg2bJjPMrHvm5IsNrD2Sg4l16a/cxdffLGoP4mJibL7ErtmOnXqpNkrb+TWicGrV126dEH//v2RmJgIALj00kuxceNGSrJ0wtopuetNyW/o79Rpp50m+pmbb75Zdl96nRKjT58+onEzGLw6FSzeE9owM04pwd9Jqd/9lltukbwepOJha2urLqe8ee+997B69WrF5+XvVUlJieVOab1H2AnLk6zFixejf//+GDlyJObNmweXywWn0ynbkpGbm4uuXbsGLN+1axf+97//ebo6nHbaafj1118BdLww2KdPH9ltdu/eja+//hp33HEHAGDfvn2ex5Zdu3bFU089BQAYN24c7rnnHvz666/o2rUrIiM7vsYePXrgwIEDAIC1a9fiyy+/xOLFi3HkyBGUlpZi6NChGDRoEDZt2oRHHnkEALB+/Xr07dsXV199Ne6++27PuYh9ftasWZ71TU1NqKurU5RgARB9kXDAgAFYv36952/39yBVRqCjMv3II49g/vz5+OMf/+gR0xul4st934Q+WHolh9sruWtTyrnevXuL+uNdafHfl9Q1k5aWptmroUOHBl0nBY9eAcCFF16IY8eOeX730tLSgG4dhDpYOyV1vbmdkvsNpZz661//KvoZuX3pdUoOsbgZDF6dOnTokGS8J7RhdpwKhpiTx48fF/3d5a4HqXj42Wef6XYKADZu3IihQ4eq6l7p7xUPTgHa7hF2wiEIgmDVwT/++GNs3boVjz76KADgwQcfxLXXXovhw4dr2l9JSQkeeughnHfeeWhtbcXPP/+MF154AWlpacjOzsbGjRvhcrlEt+nevTsOHz6MKVOm4Nxzz0VNTQ1aW1uxcOFCRERE4LLLLsOwYcMQExODM888E2PGjIHL5cLUqVMRGxuLpKQk/PTTT1i0aBEOHz6Myy+/3NMlqr6+Hvfee6+n1fDJJ59EfX09EhISUF1djXnz5vmMArN161bZz69YsQIvvfQSWlpacO+992Ls2LE+38PatWsxZcoU3HzzzRg+fDjy8vIwbtw4TJgwAXfeeSeSk5Px6quvIiUlBVOmTEFzczOysrLw2WefoX///li0aBEWL14cUMZly5bhlVdewUcffYSHHnoI27dvxwsvvIDLL79c0+8l930T2mHtFQB88cUXWL58OT755BNMnjwZ06dPR0xMjMcrdwATuzalvExNTRX1p0ePHpL7krtm9HgVzDnAPl65WbVqFdavX4/U1FQcOHAAS5YsoZHQNMLaKanrLTc318cpqd9Qyqnu3btLfkZquR6nAPF7g/s6E4ub3tjJKal4775fEeqwKk5JXa9STo4bN070d09LSwt6PYjFML1OAcDYsWOxZMkSpKSkBHwH3k7NmzcP69atk/SqoKDA8jgV7B5hdyxNshobG30unKamJjQ1NSEpKcmqIhGE7SGvCIIt5BRBsIWcIsIBS5MsgiAIgiAIgiCIUIP6ZREEQRAEQRAEQTCEkiyCIAiCIAiCIAiGUJJFcE11dbVn+FCCINiwb98+q4tAECFFZWUlqqurrS4GQYQMgiDYPlYZ/k6Wy+XC4sWLkZaWhhMnTmDKlCmS28ad1Q/p99/J5LhRx7WNTt/atY3J8e2Alu/IqO9nf95DActqampw9RVpaGkFPv38ANLS0gw5tt2wyimAr2uGR3j7fsS8eumZNDz+7HEUPNQV9/ztqGHHthvhGqvkjs+Tu2q+J7OdqqiowB+u6o2YaAc+21CBLl26GHZ8O6HKqbPZOBVVZfnMREFpTeHHK17Yf1egV3Me7oaX3ziJxU+l4ua7jlhQKv0YfjV++OGHKC0tRVxcHM4991zZbdvr6jUdg7eKjZLyWBW8lH5XVgfX1tZWjPlzD0ybnIykLhG48bre+HTDMXTq1MnScvGAGU4BfHkVCk4B1nu15s2eWPFhHfZ80xujJx5BZs+euH7cYUvLxAvhFquUlCXqeKSl16wd4lV9fT1uvK4Pnnk0BceqXfjLqB748NMTquYwClVMcUpnUqU14dF6XEqwlLH0he7YsqMZO/+vN/5062H0TM/CsOsPml6Oxx9/HE6nE/n5+Zo+b3iStXv3bnTv3h2TJ0/GNddcg48//tizrrCwEIWFhZ6/XQok4ylIeaO2XN7bW53wGV2GYOXwP7YgCMjLTcGIyzthzHUJAIBD5S7ccmMaVnx0MmBOiXCDtVMAn17x6pT/saSwugz+x9/8SS/MWXAcnxRnILGLE+8V9cAf/noI3VN74YI/0KSqPMQqgI944Mbs5IV3r/yP7XK5cMuN6bjjtkRcdVlHA2DZ4TbcPT4Fr719QnRi5XBClVO1ypMsSnBCm3XvZeK1t07i38UZiO8UgfeKeuC6cYfwbr896Nevn+TnGhoaUFBQgF69eiE9Pd0z59auXbtQXFwMh8OBsWPHon///njyySeRkZGB8vJyzJw5E/Pnz0dycjJ27tyJSZMmoX///qiqqsKePXswYMAAzedieJKVnp6OhoYGAEB7e7vPury8POTl5Xn+js3M0hyYvFFyE45Kbu7YtjpG9f5ZlFFsf2Z0/3BjZetosM+8+mx3dIpz4IG7kzzLJtzcBfsPtGLurHTkz6vSW0xbw6tTQIdXWpwC2HplRMKlNqlhiV6vGhoacOeDFVi9rCe6Jnc0UnRNduLdf/bADRMOY/PljWE/UTGPXrnjFGBurDIzubKTV/7bP/33dAw6Kwbj/3Kqe+C0SUmYMrMSrz7bHZMfrmBSTruixqmYPpmS+9GSVLFOqFh1Q3TvhxI+cSorKzGjoBKf/JZgAUBGj0gsW9Idf71pELbtaJRsvFi5ciWGDBmCMWPGYNSoUZ4ka+HChZg7dy4AYNasWXj00UdRXl6O/Px8TJkyBWVlZbj11luRkZGBDz74AP/5z3/Qv39/LFu2DLm5udiyZYvm8zE8ybrpppvwyCOP4J///Ceuu+465vvXcgP2DlxKK4VGtQB675d18uYP62BlVHl/qbgNw//4BirbfVu2rrwmAkuXX2PIMe2E0U4B6q8VXp3Schw1GFEBNKK8tbW1SOvhQHxGM466Tv1W8RlASroDtbW1YZ9k8RarvJ1y/x3MK6OfVLF6f8uK98CM8OqX8j9hYu7HOOqq81l+1TVObPpuHPPj2Q29TilJbIxOVox6xyuqKpISLRGOHj2KM850QujahHLXqeWpOYDgbMc//vEPFBUVeZZ7J+sHDx7E0KFDAXRMdu2mrKwMKSkpnm28/05JSUFZWRkuuugiAMDmzZsxY8YMHDx4EKmpqYiNjdV1PoYnWQkJCXjppZeY7EvNEyrPZ0SCklygMrvlz/05IwIAy2DF+nsxOqEMZax2Cgh0iHXlD9DvlNbjqtm/XsgrfjDTKzGnPJ/9zSUjnAL0Xb+tXds0H1fqc7w0VMiVg7zShl6nzE5CzB40g55qqScvLw+TJk0SXZeVleUZjdq70TAzMxNVVVWebbz/rqqqQlZWFgRBwMsvv4xJkyahvr4emzdvRk1NDdasWYOSkhJs374dgwYNUl1eru4cglPQdcMVC1zBWv946U7BKtliUS4zvhOrBwAIF4xwyr1cyis91zCPXpnZjVfvsckrc9DrlRZ4uIb17IuXbn9aykFehS48jEZIT7XYMHr0aBQUFKCiogK33norbr/9dhQVFWHatGlYsmQJHA4Hpk2bhqysLHTv3h1Lly5FRkYGMjIyMH36dPz666/48ccf0aNHD8yePRvNzc3Iz89HREQEkpKSNJXJ+qtLIVKVPe+KnpZkKtpvWouWZOkymHGj9T+GWa1/dhohTQ49Lz6KbfPmm28iIiICu3btwlNPPWXx2bHFyNZ0pV6ZdS0pebpldXdaXr0ip5Qj5xSgzyt/p9yIucXrtcQKXgZ00gN5ZR08JFbeUILFhk6dOmH+/Pmev91ODRgwAHPmzPHZ1n+0wOeeey5gfzExMXj22Wd1lckWkxHLBS7ZdccjPf8BHUHK/z83Lcm+waq1a1vAf1YgVg5WT6v8vx+lZeAZ94uPU6ZMwdtvv+1ZvnDhQtx3332YMmUKFi5ciIMHD6K8vBwTJ07EoUOHUFZWFrBNZWUl/vWvf6GlpQVnnnmmhWfFnmCVQcnP+V03Yk6p8coKeHSKZ6/IKWVodQpQ5pUbt1PebhlxLam5ns1ASVns4hRAXuklLqUBcSkNqj4TVRXJTYLVmtLm+Y8IXfi42oKg9SV6qZY/N/6Vv4B9Kni/y07wMDyuUn5p64z4lnifZftbm7B3714MHjzYs8x/hCI9Lz76b1NSUoKWlhZMnDgR99xzDy699FL06dPHkPM1GzOcAoJ7ZXenAPt4Vdseie0tSYHLhRosX74cxcXFnmWsXiYmpwLhKVapSZ6smDPLDhMl72lNQHOL78vxJW312LFjB8UqFUREtitOmhqrOqGxSvmcmTwkVpRMhSfWX3kaUBuk5AKUOzgpmTbQiNGdpMrFCrtUAJWSk5ODZcuWSa7X8+Kj/zZpaWlITEwEACQlJaG6utp2gUsN/teK1oqfz0iDwY5p0EiE/mViSag5BQC5ubmYMWOG6DpySju8xiqefPLHDomVEgYOHIgFCxZIrievtBOX0hA0yTJqLi2l+6WkKjhSSXWVKxbfNqUHLK9rP2FwidjDXZKl5OYfrPLnxrsrBdAReKIApCXVKvr80RMJPn8b8aK/2D50DVRgszmyWJdFz4uP/ttkZ2cjOzsbr7/+OlwuF8455xymZTWTYL+NHqcAIIOxU4B+r/w/r/VaI6fIKTnkfiMjYlXfxCr8cjLFZ5lRscrqxMqKwTLMOmfySj1Knl4FS4L0Jj/hljyp7ZIJdPxOWj4XijgEQRCsLoSb2MwsZE2ZBkB5cHIj1gIYldzsE6T6JspPYisXuMSCFg/zWln1AjDrc9/3yIOef0+fPh3pg9/HoIv8ugvuacI37wyTfZJF+KLHKUA6qdLqlZLKoNXzWln5Ur1RXlVUVOC6m0/HE0t7BWyTP/EA1v7rV6SlpTE9dihjRKwCjPOKt6evZic4LL3yjlXjx4/HxWO/RJ9+vt0Ft2+qx9FtY2SfZBG+xPXtiT7P3h2wXGm3QO/kKtwSIZZYlRz9fMNsAMDOnTtxb/4wTF3QO2Cbh2/Yg70/1CEiwhbDSQDg7EmWo01dwJJrVXcHqLM6Hxb97M66nj5/iwUsvRVAvRU6uT7wZgdNHl58JtSj1SnA1yv3k6q+iVW6nAKM98pIp5QcXw3klT1R45VcUsUqVgHavNLzdFfLZ8XKY4fEijAXNe9buaHEShv0xKmDo0eP4r777sN1112H2267jdl+ub4LyQUnQF2rnxzuoCWWXPHYvcKowKl0/2ZQ0pwONHbzWVberKxLGiGPUV6d1fmwp0Io5xRgrFdaJkw1utGCB6dq2uOwvTGwdbDGVWlBaUILu8UqFteylkTL202rGyv0Nra42dPcEycbfZ8kljQfQ4LE9kRw/Cv+WpKuYPvVuk+7PzEzM6nq0+14wLL9x7oadjw90yI0NjZixIgRPvtjMS2C9ZHfCyGyI1j5v0Sf5tWKDpxq8RsUVyq6H++KhH8rIBA8UCl5sdgfPRM0qu06IfYZKyuASo9tdR/4cETKKaCj4qfUKeCUV0qcAvQ1VgDGXBdqnNJbBrMmjyWvzKc9RkD96eJOAYFPfHmJVSyvCT0xTy9G3k/IG/7Qmxi4EyrWIxLKbcNbAsY6uRJLoIz8nBLc0yKMGTMGo0aN8iRZCxcuxNy5cwEAs2bNwqOPPory8nLk5+djypQpKCsrQ+/eveF0Oj37ck+LMHr0aF3TInCVZEV2asXFV/7k+VtJkBJjUFxpQIutd7ByBypPi9xv24h1/5CbnBgwtyLI+rhGPE2QG55bauhhLUktoQx/pwBlCZUYbq/8n1j5VwC9veLFKSX75bXyF2x4bj2j0BHaSOjUhMvP2e35m3WsknMKsM4rq5/I6n3irGQus4Cn7hJPJAm2REe6FFXAtTwJCTYaoRFDvKvZp1EJmdbESm8i9LvEU/fDH08GNh4Fo7ItAd/W9Q1YXu8qRWFhIYqKijzLWE03kpmZ6XMsVtMicJVknR53HM9k/BsAkObsLLndUVddwHwv/q3sUi2A7tY/Jf3ppYKWkd0cjG5FY9GlROmkm8G2836SwjOPP/44nE5nwAzhdsDbKUDaq6OuOgBQ5ZXSpMqbUHRK7JhyGOmV/1N/XrGzUwCQEV1ji1gFhEb3cS3DuiuJP268n8D7f07q6SSP2NmrOGerT+XcjX8l3TsBUJJwSSVXPMyd5UaqLFqSL7MSK7HfSs92SsnLy8OkSZNE1+mZFsEfVtMi8HOVeSEXtNwMij6B7S1JPgFLrgIY/1ugivUKWE1+gcmMCqAbM18AljqemuMrrQAqQar7Jwv09MkV26aqqgp79uzBgAEDmJXRCoI5lebs7Em0gI6KoL9TgG8FMN7LJV694qHRQm9SpRSjvCKnxFESpwDfWKWksUJJrAKM84qHpMqNmjipxif/J1JpSbUBIzSyeo9OCvJKGb9LPKzpaYhYcsVTYsUStYmVmoRKTZJ0UedfPP8WexJlNHqmRTh8+DD+7//+DxERERg+fDizaRG4uuIa250BrX7eiLUAqumq5A5awSqBdhiamdUxzaoAulHa3WJ/Ywqa6nr4LKtuqEbl3r0YPHiwZ5n3o2JAX59c/20KCwuxbNky5ObmYsuWLbrO2yqCOQVAsqECCO6VVEUwVJ1SelyprrFGoLQyWNcWK/reT50rBsuXL0dxcbFnmbdX5FQgje1OrGuUvg6UxCpA+mmVGbGKp2TKH6WNJVJOST2lklsm9llAwVD6DWk4Vuf7w5Q3OiDs2EGxSiPBkiqpJ1hmdwk0CqVPsNQkV0oTK7mkyjuJCob/tmYkXZ06dcL8+fM9f7udGjBgAObMmeOzrf/T3p49e+L111/3WTZv3jzdZeLqqmsQokVfBA5W8YuuBqIV7F+qEsj7HFJGHNfMSiBLcnJyZOfJ0tMn13+bgwcPIjU1FbGxsbArUk4B8q3pgDKvzEqsrKwQ6h3a3Q5e5ebmYsaMGaLryKlAgnllVKwC+HhSJdvrgcHTZLXvKXqj5CmV0s/qYeDAgbLzZJFXvjS6oiSTK7lugUoHs2hNaeM60VKSWLF+YiWVUKlJpgh5uLriqho74587L/H8LTU6mVQ3JTdyAcqzbwVJhti8I1KYUQk0ahRAtZVANfOx+B/zUHWM53juwPcNTsPDjHo46OmT67/N5s2bUVNTgzVr1qCkpATbt2/HoEGD2BTUJLQ4BQR6paQLoNLEnSevjKxwqvFK6jtR0l3qkLsin9zsU5lk5RU5FYher1h0/5MbZEh0e0YuKU2wmDdeKvRJLKFSes855P07+sUpgGKVGeh5zyoY7kSGp2QrWHLF+mmVWGIllVRdFFsRdH/fNqVLr5N4eqWl+6dd4edKA+Coj0D0lnjRxCkYWlv+5G7cUcnNpgYvI/bNKtDJzXMk92J2dHXHdj6/id85RVcDGKO3hB3o6ZPrv03//v3R3NyM/Px8REREICkpiU0hTYQ3p5TCyimxuXxCxSnAHK/IqUDcXgHiDX1S6On+p8crs+bQMmxiYQ3nLpX4yrkl5xNryCtfWtqcAQkWq/mx/BFLbMxKvFh3BWSVWClJqJTinVzJJVRSCfWJlk6in2tw2W/MXIcgCILVhXATn5qF/jdMC7pdsFZAFl3hgiVXrCYElmqpNmuOHSX4l0UsSElVNMR+K7HPbi180PP39OnT8VPfn9H9fL93skqqkfxJgmx3QcIXpU4B8hVAM5wC2Hgl9/RHq1c8OQWo96qiogLn3zAYwxeNCNjuPw98iv+u3oa0tLTgOyUAaI9VSpIqM2OVHeaEUvp9yM3Lp2SERqXsfOZUrBo/fjyq/1CL5NP93snacgS/+3WAbHdBwpe4vj2R/rcHg29oMKyTLTUjBCpJrPQMWhEsseouMZhPudegWN54P8Xyf2qltuvnzzfMBgDs3LkTI6bdhIGzAmPVN3nFqN51BBEREaL74BGunmS5kapA6On6pwa5oMUquQpaBpWz0Rv1/ovUIAeA7++kpNInhZ7PEspR00UJYOuVHqekyiK3rVpPzBjtU4lXrJwijEdtnAL4iVV2SK6CIfUkmGVCRYQfet/dMnPYdSnkkiuliZX/Nv6JljvBCvbUSsu8ZqGEKUnW73//ezzxxBO49NJLZbdzxQA12b7LlHSf0PoAkXVXQL2By6xJiMUI1vIXW62+kq6HQ/WJqPttYAY39bUCkuEy5oA2RIlXap0C+PJKy/Wu5cV7M0Y/VDqCHMDGK/991LdFewY78aahVclQDOGBmlildPAk7yTKSKcA8xoBzURpIimVXBkVo9wcqE3CMT+vTtbX43fGHtZWKPVKabJhVDdCLcmV3omEzUqwvJMrJYmVG+/kSu2Tq3BPsAATkqzPPvsM8fHxirYVnIJPEIhKbtYclORQ85K5ov1pDFw8jZgWrPWvKdnc+Y4IeZR6ZbVTgLbr3Ognwkahxit3cqV0EBHCWLTGKqOcAth6FSrXlNx5U4ziDzVeWYXWJ1d6Eywt7D/WVXGXQbEESyl6kiviFIbW8gVBwJYtW3zmipDDESl4Wv3EhlJVOgyrP6yTKs9+Gc5RYlYQUFoJZF3xs8Mw1nZBjVfBnAK0ecU6qfLZt80aLcSOq9QrcooPtMSqjNPk509S65VRToVCgqHk/N1u2XV6klBErVdKYPEUi9V7V1FVkZYlWkDg+1neT7G0JFisE6s+3Y6b+jSL5QTfvXv3xrhx4/DHP/4R27dvx+LFi+FwOFSXydBaycqVK3HDDTfg3XffFV1fWFiIwsJCz99CXZ3sPBXudXLBy8jKH8DHHCUsj6n2/QHPPjkNWiwli42NxYsvvoicnBwcOnQIjz/+uMVn14GcV/5OuWrqg879omQeGR6TqmDHN7JyGeyctbSok1PWoSVWBSOYV3aLVVY/FRbDjj65CXev/J1qq5HvNqcnuTJy5ECrEi1A+qmWmnmupN61Aqx7alXXHC2anLW0RaKwsBBFRUWeZd6TfLOe4Ds9PR0nTpzAu+++i6eeegoJCeobpA2t8e/fvx+VlZXYsmUL6uvr0a9fP6SmpnrW+8+AHnt6huLWP72j/yk6BqOgwlti5Y+eiR95g6Vkzz33HB577DF06dIFV199tWXn5I+cV0Y6BVifUHljZ6/IKfs4BfAfqwC+GwDFplJQWg5FI4rayCc34e6Vv1NxfU9V4HlNqNQcU2nipeZc5d7fcj/Fkhvkwo3UEytA+fDr/pj1xCovLw+TJk0SXcdygu/S0lIIgoDp06fj3HPPRefOyt9j88bQq3H69OnYv38/Pv74YzidTiQmJir6HKuXfNXCawXQiOCnOOBpnJ9Eb9CrruuEZr9KTHNtA/bu9e164H+jZimZu9Xixx9/xKhRo3SdD0u0eBUKTgFs589ijZFOAfq9amlziiYGLW2RWL58OYqLiz3LvL0ip6Sxch5FFm4ZMQCN1D6VjuCp6lgcJFfHa+NR7+dVQ10n7Nixg2KVCq/a2yJUJRw8TSgshrt8LJ9yNVZ18km03E+xxObBkkNrYsX7QBYsJ/g+fvw4unTpAqDjvcLExEScf/75qstk+FXap08frFmzRtnGzRFASbxhLxF7Y8ZoYlo+q3c+Hzkkh6+WCFSt1TGKK+dinzWCnJwc2XmyWEoGdHTd+O9//4sbb7wRbW1tiIzk48au2CsTnQL48srfKT37ksJMp9yfN4Lc3FzMmDFDdB05JYKNvTJiwAyjB+Ewaph7Ixk4cKDsPFnklXJ4T6isQCzB8u8m6J9M+awzceh1o0aD9IflBN85OTlYunQpXn/9dZSWluLMM8/UVCaurlxHW/BR7rQMx2p0X3K1XYjktjf7SQKrlkArR0r0hqVk+/fvxy233IKLLroIb775Jt577z0kJSVZfYqqsKtTgLpWdjOdch9T8njkVEg7BQT3Suuw4WZN0cGiDGZOb6LoGCqSKR7cIq98cbQ5QiqZ0vIEy//8/ffhfoqlJMESQy6x0ptUmZVIydGpUyfMnz/f87e7C+6AAQMwZ84cn23z8/N9/hbb5oUXXgAA3H777ZrL5BAEQdD8acbEdc9C9vhp3Fb6vGE1gSrv3bP8YVle70rKzmdOzfQ+ffp0FCecQKezTvPZvvlABX6/o0b2SRbhCzmlHzs5BYh7VVFRgew/DkPPmbkB2x9+ejn+9+lXSEtLY1qOUCauexYyH5im6bNmemXUfHR2mY/LiHjlHavGjx+PDQO7IKaX7xODhp9+xdj6rrJPsghfYjOzkHWvvFPBEhdekjQ1CZZcmd37CdZFUC7BCjZ4hdrkimUy5X3u+2Z2eLVz505cfO8t6Hn/6IDt9z9UiPq9BxEREcGsDEbDxxX5G0Kk8gkezcasVjs1rYhWjp7GAqMniST4dgowphIo9mRLTXLGw9MEPZBXxiN4/ZR2dQpgM9m3nn2xguKV/REiBd3vL7WmtFmeaCk9h2Dl9E+wvEcRlHsHyz+pAtQlVmY+kZL6rlzNkaLlaG+zT3Llhq8kS2TiVCUY0efarAlUvSuEaiuSLGEZpFiUzVUbFfC7ttVE695vuKHVKYC9V1ZNSqx0H6HuVHtrhOhv2t5qv8BlNf6TESuFh1jFcn5HvftjVQYtsCp3W000Ivx+V1ddFKB+Sh3CxihJrpQmgGoTLD2JFQ/d/EIZrpIs74lT1eD+jJYAFm6TPPIWoHgYHSqU0eoU0PHbaK0Uar3OWDtl1STfWmA6uAF5ZSjhGKusSLC4mjKCnCIksDLB8sc7uRJLrCipMheukixvjBoRyOpA5Y1Z3Yd4qfACFKisxMhRtri6xsLMK3LKWnh4OuWPGaMR8uKu1nKQN/bH6q6B/ngP2y5XttiOQSXRlCq5iSjeCZQ74VLyxIoSK+vg6wqFvoDFW/ccq7Fi9CcKXPzBi1MA/y3frPfP5AkCOcUlZj/lDUY4NAKST+ELbwmVHGJldSdWYsvcyZbYQBdSyD2xoqSKH4JetSUlJXj//fdRU1ODzMxMDB06FOecc44hhRHaOjoxWzG8KuuWP9khnmUmaww65LqCF/pZjdKmBavmJHHT0NCAgoIC9OrVC+np6Z4hPHft2oXi4mI4HA6MHTsW/fv3x5NPPomMjAyUl5dj5syZirZhhVlehYpTgLwfepzy/zw55Qs5FYiVXgHWJ1R6j2/UqIeK9mmxT27Iq0DslEh5ozSp6lQloCFF3ct67gTKu9ug93I3lFjx6VTQN543bNiAG2+8EcOHD8fnn3+O/Px8DB48GG+//bamA8rhcDkQdTwS0dXw/Mea1q5tov+xIOp4pCd4uP8t9p+e/UsdM9j+jTjfYMh9B8HK7Kx1BmwTedKJvXv3YvDgwZ7/CgsLfT63cuVKDBkyBFOmTPG5RhcuXIj77rsPU6ZMwcKFC3Hw4EGUl5dj4sSJOHToEMrKyhRtwwqzvBJzirVXZjgVzKtg+wi2f6ljBtu/2U5JlU/J9xLR4hDdJqLVgeXLl0t6RU4F4nA5EF9iTawyyi015dJ6HDU+WTGghpZYFXkyMFY5a5zYsWMHxSoVONrsP1JIbOWp/4COpMr7P+9lbvyfYkmx/1hXn/+AjsTK/Z8diaqK9PznTURzhM8693+ONgcKCwttFauC3l1dLhfq6upw5ZVX4uDBgxg/fjxaWlqwcuVKvPLKK5g8ebKmA4vhnuBR71CpPM5DYuZx7PSyv1pycnJk58k6ePAghg4dCgBobGz0LC8rK0NKSopnG++/U1JSUFZWpmibzMxMJudhllfek6aSV/qOwdMEzKzJzc3FjBkzRNeRU4E4vC4FPV7ZzSm7TlRshVcDBw6UnSeLvAoN/J9YeSdQUrifZkklWI1VnSS7DNo5oWJBXl4eJk2aJLqOR6eCnnVeXh5eeOEFzJgxA126dEG3bt2QnZ2NIUOGYOXKlaoPKAfvc/q4MbtPvZVdK9QcnweysrJQWdlx14uLi/Msz8zMRFVVlWcb77+rqqoClkltwwqzvLKLU4C5XvFQCbSLV+RUIHbxitU1xjq5svscjywgr+xLsMSqU0VrwGca0qM6/h8kwXKjJJnyT1z0zjPGCqu6ffLoVNBvwuFw4P7778e9996L9evX45tvvsGHH36IlJQUjB07VtNBpfCfeyQqyPZm9a02qsVb6fsirI6nFJZByuzKx+jRo1FQUICKigrceuutuP3221FUVIRp06ZhyZIlcDgcmDZtGrKystC9e3csXboUGRkZyMjIULQNK8zySq1TgDle8fgUychjsq74mfl9kFOBqPGK1zilBDXXmRXvLVKsCh2v1ExGbHYlXuz9KsA3uRJLrNxIJVha4TW5AtT/NizLzqNTDkEQgj/bNInY0zOQNU/fo2e9AU3LTduq7nlmvXwcDC3l8B/had+YfM+/p0+fjuLaJnTK9p1gr7n8CH5fXSHbXZDwhYVTgPkjFFrVjcqo+YTUwmpYardXFRUVyL7sCvScmBfwmcNLC/G/L79AWlqapmOGI3q9siJOKUXT/TzIe1Z64dEpABg/fjw2JKcjpnsPn20aSvZhbGIn2e6ChC8xfTLRY9b9irc3MtGSSqoA5YkVcCq5AsQTLDUJhtT58pRg6WH/XQ8BAHbu3Imh4yYgfcwtAdscfOl5NBzYj4iIoMNJcIM9nqv/BusWQT03bru2rBt9zqyGx42qDXyZvL2Gya4JP3jxyqouV1Y2Vih+6s3Aq4g28QEaHPL1BEIlvPikFCOufytjlZlOAUBUDRDt95O31gJIZLJ74jdYJ1VyiZQ/wboDxhzuqJw09+ziWeb/9ArQlmDJnXeoJFihDPdJFi8tfrz2uQ+GmRVemn/EHrCoBJJX5jydI6fsg1lPe3kaHIr1U2D/fQaDJiIObfQmVmoSKX+UJlZiBEuwgqHkvEM5wXI2if92ETY8Za6SLKHNERCorHyJ1a4VQMCad154mX+EOAVvTgHh4xU5Fbr4exV1PFLR+45a8H762JKsLMEye9Jvs55csTov8oo/HG0OTUmVnkTKG7FRAdUkVu6nWEoTLLvOCWYEofxdcHVm3nP6yBEsyEh9Xu5zVlb8WAUso0d2crf+mf1+DqEdt1NA8Ll8tHgV7DNWecWyC5MZXpFT9sI9T5aRuN3iJW4ZcZ0F2yfFKoJVEuWP1FDrQROrsoqO/2emexb5J1iEOKGcTEnB1Rk7JN4Z8Eeqsue/XG1wCtaFQMkNW8kLwCxv3jy2/gUrkxETd8pRXl6OxYsXIzExEZdccgmGDRvmWffFF19g06ZNOHnyJB544AGkpaXh73//O04//XS0trZi8uTJAduUlpbio48+QkpKChwOB+677z5zT0gFSp0CpP1R6lWoOKV0f2Z6RU7xhcOg3EbMLaO64QXbr1FJhtGDZABsYpXZTgHh7ZWj1ZiESsm8VbKJlTup0oH7vPSOKuiNO2HhsdtgOCZTUnD1TfjPPaIWlpU/NSgNRnZNrrSUwYoAJUVRURFGjx6N8847D3/5y198AteiRYuwYsUKbN26Fa+99houu+wydO3aFXfeeSfGjBmDO++8M2Cbu+66C/n5+YiOjsbVV1/NdeDS6xSgvOKnxSmppzisnVI0aAvnTgH8eBXOTgFsvJLCrGHOzXpSw/vcWbw4BZBXWlGSSAV8Rk9ipfEplpokUmlC5p3QWJFwaU2ojHpCyRt8JVlec4+wRKzyl5ZU6/P30RMJkp/XUwlUC4vWRSsmT1UaqJRWTKJrgVi/fQo1wN5DezF48GDPsry8POTlnRqW+qeffkJ+fr7P55KTk5Gamgqn04m6ujqfdQ0NDYiIiEBqaioOHDiAgwcPIjW14+4WHx+PY8eOBWzjXv/pp59yP9s9r04BgV5Z1T3HykqgmU5FtAY6BQDOVmD58uUoLi72LPP2ipwKxCivAGWNFXJPaqzwiLeRes30KqYGiPU7XGsdsGPHDopVnKEmsXKdPOn5tzPRa6hIkQRL9FhVgs97WWZgdMLF4gmV2ckV66fDbW1tmDFjBq666iqUlJTg6aeflj0+V0mWI1IwbNQf/wqg2Hr/SqHeSqB/8NDT/9yKiqDUMdW+myNVJi2/dU5Ojuw8WWeffTZWr17ts+zJJ59EZWUlevXqhc6dO/usi4+PR3t7u2d9VlYWNm3aBACor69Ht27dArYBgK+//hrNzc0YMmSI6nMwE6udAgKTLZZehbJTgLqn855jaPi9c3NzMWPGDNF15FQgRnqlFTu+Q2T0gBmsYhWg3quBAwfKzpNFXpmHd3IllVh5J1VufJIrwJNg+SdXUk+xtCZaeroVskyujOj2539uYkmXs1kQfToZ0QYUFhaiqKjIs8y/8cIf1k+HH3roIURFRaGyshJvv/229UnWmjVrsHv3brS2tiInJwdjxoyR3LZzdDMu7v0/AMAvJ1OMLhoAthXAYAFDLOnipRuTlm5K/sEq4Px+C0ret59gFXMjuOOOO7B48WJ8/vnneOCBBwAAEyZMwBtvvIH7778f8+fP92nJWLt2LYqKinDllVciKioqYJvvvvsOU6dOxZAhQ/Dyyy/jk08+MfV8tDoFmONVMKcAdl4Z2cXIjPmztHrlH9LFvOqbWBX0+FoJNacA9V7J3cvcDmi536npVWHHxAowdhAapYmVT2ONSKwCzI9XoeaVGqeEqFMVcBZPO5Q+tfJPrqQSKzdKEyxPOX5LFpQmW2oTLF6fWClF7fnm5eVh0qRJouvMeDr87bff4swzz8Tf/vY3nyfVUhj+TZ5//vm4/vrrcfLkSdxxxx0+khUWFqKwsNDzd9OJJs+/+yZWGVoh9A5k/kPxqkFPRUzpZ63sThFshCuxQOVGSYAysiLopkePHpg3b57PsjfeeAMAcPnll+Pyyy/3WTd37lyfv/23SU9Px9atW40prAK0OgWEh1dWHUNNQ4WcV1KNFW6CeUVOaUOtV+7vWcwnPZXzYL0q/K8z93Vl1DtiLNDjmhGxCuAzXoWaV2qcctXXazpGsKHXg71rFZBUAUETK0DZO1isEyseB7ngCTOeDldVVSE5ORkOhwNFRUU499xz0a1bN8kyGZ5kZWRkAABWrVoV0B3F/zFf55zuogFLrGVPTRAzuhugXdBSCfQm2GAHSlrT/X9fs55YhhI8OgUEVgTVDmYb6l5pHUDE/3cRq+h5/8bklDb0ehXsHUTA97fU+sRKy1QKRsNDQ2Cw8mhJqvwht9ShxqnYzCzFT7CUDL+udSALN0YnVkDw5MqqpMr/uHYeLZD10+GEhATMmDED//znPxEbG4uuXbvKHt+Ub27t2rXIzs72CBcM2Va8326U3tsEC1xylT8tXQuMwB1QzA5W3ijt/ieG0u5KSp+kxJxsR1y0y2dZe007EB/0o2GBXqeAU16IOQWw9UrLu0V64cEpgK1XUi3pSrxytgBxVa6A5RGt6kfmClXUeKWoW6zfbyuVWKlNqtwYkVwpfY/RigGW3OhxCgger9QkUzEn2hHX7utV88l2xZ8PdZQ65WiVXa19XitANInyR2oQC7MTK4C/J1be5bFbwsX66TAAvPzyywCAu+66K+jxDf+2Vq9ejWeeeQaDBg1CbW0t3n77bclt2xqicHRr94DlPpe4SMXpUJCRlvwVUfOSuVXDylq1f73d/7zxDlRBu79crWrXYQ0LpwAvrySSETVe8eyU0ncfte4/GCy6KbmRe3oiWlEnrxSj1iuU+Lb4iFbFFCT6Sl3yRtOAKDon/uUlwRI7fjCn/OPP0RMJAdu43SKn2KHGKUDbnFZuRJMrCeRGBWSdVAH2TKykcJeThm5XhuFJ1qhRozBq1ChF20bWA+nfnWoRakxx+qxv8gos0dWnii4WcIwKVHqwy7wkepMrqYTKXa7oaiAap4aTFmtdtwMTJ07E8OHDcdttt5l6XD1OAb5eSTkFaPNK68hdWuHNKcCYrkqyTyJ/K1t8te8Q7Xb0yiqnAHVeRZ9sl/UKkHdLC1Y8DXZjhmdSx1AzOq2UV2JP5ZU6BVCs0ooapyK8fmapREoMqeRKLpHyRklSBRiTWAH2Sa70IJVYSSXVkY3toteAHXtdcPXcL6KtHbFVHTfOppRTLUhNQbpE6J33wuhhZI2GxVDUWiqBQVv84JtQuQOU+zcGgKgK40dvYj1PQnp6Onbt2oXjx48bXna9SDkFhI9XWsrBYvRDNZVAN0oGPHD/Ll38Kn7u35mcMgetXqmBxZNg1hN7s8b/uGqHUWfhFNDhlZVOAeHtVUSboCq5csM6mfJsb/DQ66GeXKlNrEIVrpKs9sgIVPfvBMA3UElV4rT2Vbey65AcLCYiVr1PDXO9iCVX3hVA71a/YEGqNT34y+J6YT1Pwt///nesWrVKcQudlbRHRqApJcbTyh7MKz3vf/DoFaspEtTsV8oppZVBb6eicOo38W+oIKesQ84r4JQrShsqvD8jhpFDnpuFrjntDHQKOBWr5JIp8spY2iMdihMhuWRMbTLl+ZzGiYO1zGll9wRLqqtgsK6A4ZZgAZwlWW3xQE228u2VvPRrZRclpZOm8phcBXtBW6w7hXdXCv+A5Q5Q7lbfxhSnbItv9MkWxDp8y9hW34K99Xt95ibwH6HIjHkSNm/ejAsuuACHDh2SPgFOaIsHKi5wBt/wN6xyCtA2H5ydvFIy6EHU8UjJLkr+DRbelT6xCr//bxnR0u7zFNmNs6Udy5cvR3FxsWeZt1fkVCBKvVI7MAWPDRVGl8EIpwDxxEqs25+SWAVIP6GMqW5BbItvGaNPtmLHjh0Uq1TQruKSNTuR8kfPZMFAR5Jit0RL7h0spe9Zsfr+7YT1d2IvBKegqyuEWSMASqFk0lQ1XSOUHFNNGdQi1gVQKlj5d51pSonxqfgBgZU/LWXNycnBsmXLJNebMU/C9u3b0d7ejk2bNsHpdOLiiy9GdraK1gETCWWn3OvVOqXkuGrLoWpfIqMyij2tAjq88nYKgOdpP8DGKQDIzc0NGGLZDTkViBqv9DQEqEVrN1dWk4Nb5ZVYF0DvWCXlFGBcrBo4cCAWLFgguZ68CkSsEq7m6YfRlXi9yZU3YkkLb4mX0sEtgn0vdh7soqSkBJMmTcLs2bNx6aWXqv48V0mWI1IIaLUSGxbXZz3nlUCp7ZWOeCZWidRbBiD49+o94pVY1wp//Lt5igUn/982Q8eEnWpgPU9Ceno6qqqq8N133yEiIgJJSUmmnIcWeHQKYOuVVAOGXlh75V/5A4K/UF/dv1PQCp/370tOmYO3V1b7xCJB0uuQkcmVWqcA5bHK+0kjxSo+sfLpB8ukSglqRuwzIiEzanh2s79Hb/S+5+hwOHDJJZf47POll15CcnIySktLMXPmTNnjc5VkRTr5GLlHS7clteipRBrdBVJJBVCqa5KnrL8FKbGH+lomgdSDEfMkpKSk4PXXX2dfWMaIORWV3By0YsgaVl2HWH1WrBXfyKcKSpMqMa/8K3/kFF+Y7ZMR3VzNgPVAOEqTKopV9vTKKqxMCNQglxAFS8B4n+vK2dgqOmqko9WFwsJCFBUVeZb5d8P1R+97jv5Pfn/44Qd8/fXXuOqqq3D22WcHPReuvuk216nH9WYFLTO7N4gdS2vFUC/+ZZELWEq6UXgHKiUvI5sdvMIVb6cAPr3Se11r6S7I8vhS5QACkysg0CsWTgHklRWY4ZPWp0tGjUKo9HNGjS6qxClAv1dHTyTIvvNF2B+7JFRqMTKJUvoEzagy5OXlYdKkSaLrjHjPsXt333lGd+/ejYSEBNx+++0YPXo0rr76asTGxkqWl6skS2hzGBq0rGwBtPpFZLlg5Y87ODUlnwpYUt3//Fv/lFbyggUvZ3Ujopp99xXZXK9o38QpjHYKsM4rqeOynHxYSxnEvPJ+ad7tldKuSmoSJzmvHM1toqOnOZqtf8phN0ItVqk5npFJldT+WTilNlalJdUqSrIij9Ujqs4vVjU0AGA4lj8RsgkRK+SSHy0Jj5nvh7F6Z8uI9xz9SU9PR5cuHdMGxMbGorGx0T5JFmvskFQZ2QVQrhz+QSvYfCxyXSq8cbemBwtOZndXI9hhF6+MTLS0eiX1PpWcV95PqJSMpkaYA6tkw6wnVXqPx7oc/pjpFBC8oQ8gp6yAkqngqE2AzEyYlCZ0Zg2Gofc9xz179mDbtm1oamrCOeecg8svvxwrV67E0qVLMWDAACQnyzemcJVkOVwO05/48PKkiuWIbkrKoiRQyQUp/1ZA74AlN0mxu3zaBmAl1GKFU4CxT6q0fN6s8iitAIoh1rLudkluQlU15SPY4HBJv4xv1O9g1pMqswlWNj1OAb5eqW2k4Pl7CzWEKEqwpOBt1EExlCRX/omVGb+33vcc+/XrhzVr1vgsW7JkieLjh9UdxMrhcqXKILYPte9uMSmHykmJlcz549k3BaqQxsh3BbUcX6lTYp9lWQ5AnVfkFOGGh0YKo9E6wBSLWEVOEbxjRmIVl9Igua6xqpPkOm/UdEUMxyQ6pO8qVk1ErGcwC7n3TPQgm6SpDFqefUrMo8Ubeofw9N8mPT1d1RCeoQQvk3ur2U5u/3bxijfIKfbw0qtCy/FYzfeoZ2Ji2f3awCmAvCI6MDrBkkuulGD46IT1TUBZReDyllZjj2sAXN1p5CZ4NPplWynMGM5dbF8sgoDiSml1TNDgJdU33bD3CY5XQ6jxfZlQcFVj795yDB482LMs2PCdgP4hPP23ueaaa1QN4WklWpwCrPfKCKeUHFfNvljAskU9aNlamiGUHw1c3tyC5cuXo7i42LPI6GFx7ewUIO2Vmde1muOqLYMZvSnUlEfV/hg/pQpWPqHqOASn74S5QtsJ7NhxjGIVoRoznmApfUrlD+9Dv/OIbb4xK0cLE8Po8mhJtnTNMaRgcmLN+2b4XeXk5GDZsmWS640YwtN/G7VDePKKmXPnmN1YEewYZnil5KV5XrzKzc3FjBkzRNeRU8rhLU4B2srU2rWN+TuN/vvX9LnfGgSVTFCsaf8Mz3PgwIFYsGCB5HryivCHx3evWCRWrEc+tBOhfXYKMHM+Hy1YNYmk2SNescKIITz9t1E7hGc4wktjBW/HteNEsuSU9ZgVp/Tc983qbcKi65/VTgHkFRGIO+GwOtkyc8h3q8/VaMIqyTJz4mG7wEurn5HoHcLTf5vU1FRVQ3iGMnat4BhNqHtFThmHFU7xOqy7N6HuFEBeER1EVUVyOey6m1BPjJQwceJEDB8+HLfddpvsdg5BEATZLUwkpncmesy6n8m+rEyoeK948li+/XkPef49ffp0fPnqLnSN7OGzTa2rGn1v7CLbXZDwhaVTAHklBa9Pft1eVVRU4OzM83F+pxEB22yt/ww7D29DWlqaoWUJJeweq3gcZl4MHp33jlXjx4/HLytqkOD0TV6OtR3B5ZPPku0uSPgSm5mFrHunWV0M7jAyoVGSXJl1/H0zHwQA7Ny5EyPOHYXfxV8esP2m2g9Q3VKBiIgIxcfQO5hMfn4+srOzsWXLFhQUFCAtLQ27du3CzJkzMWbMmKBJFldPstxz+qi5SfJwE2YRsPz3YfVIU1YOfLBq4b8RF5uErvBNsurbT2L98h0A5ViK8Z4nS+lvyss1E2peWelUTEwMmtob4BLa4HSc2s4ltKFJqEdMDE26qga1XvHglNEj6ln1NM1Krz5f/hVS4noHJFkN7Sex8rmPKckidMO6C6FYYsXTU7NOnTqhob0G7UI7Ihynkqk2oQVtQovq4+kdTGby5MnIyMhAbW0tvvvuO1x77bVYtWoVRo0apej4XCVZblgGAx5Gc3KjZpQ3PS8d8/aemdrv6oeT3yIr8TR0aopBkiMFAFArnMCv+C9Kju41oohhQSh6pXbkRLUJp5J9Ki0Ta9R8V0lJSchs74MfazfgbFwIh8MBQRDwIzYjE9lITEw0sKShDSuveOxip+bzahtIvT+ntDxGo/b72laxCaen90NsoxMJjiQAQLVQiTLsQVnNfvYFJDRj58EXWCZBVnT1U/P9nnbaaejqSsXPJ79AP5wLh8OBdqEdP+BrnI4BKCoqQmFhoWd771E7jRhMJiMjA21tbSgtLcXkyZOxefNmXHDBBTh06JCi8+H7ylKJ1cNO+6N2Xh+lc2TpGZLayO+IVWWjS5cu2FW2A/0zz8LvhIvghBM78T227f3eIwBhHjxdM2Y4ZWS5tMDKq5+Fbejj6I9f8CPOwED8gh/RCfH4WdjKZP+EOnhLqoDAMqn1QmmiZfVoo6ycSktLw9Y9m3F+vwtwjnAJXGjDHvyAPYd2ISFBfHJxwhxC4b0hO54Di4T1l/YfkRmRjVLsRW8hBz9jK7ohHTuEjoFepKZCMGIwmZaWFixZsgSPPfYYKioqsH37drS3t2PTpk1wOp24+OKLkZ2dLXkuhidZDQ0NKCgo8Ix0M2bMGCb75SWhYj2fj5Lj8lIBNLIcGRkZ+GbHl7h44GWIgAP9cR7OOOMMtUUMSULdKYBdWZQO2c6LU4CxZfnVtQs9nX3wg/A1IhGJQ679KksXutjRK7O7rSpp4JNKtKyaQ0zJsf1RU5acnBz0x7nYgU1oh4BNP36Fnj17qi1iSGKUU260JiE8P7myY2IFyH+nas/J4XBgf8te9IjuhROoQhzisaf9B03l0juYzE033YTY2Fg88sgjOPvsszFlyhRUVVXhu+++Q0REBJKSkuTPxeiBL9566y3ExMRgzJgxGDVqlE+WWVhY6PPY76effuJ+wrzKykpbPE2xWzlTUlLwySefBKwf4rgS7XBhq/CFBaXjk1BzCrDH9WqHMgK+5RTzqrm5GQNjL8KOpm/pXSwvQs0rO16vvBLMKQA433EZIhCJ74X1ZhePW0LNKcB+1yvPBPOqtrYWQ7pchp1tW+B0Oq0oon4Eg3n66aeFDRs2CIIgCCNGjJDd9vzzzze6OLqxQxkFgcoZyoSaU4Jgj3LaoYyCYJ9y8kaoeWWHMgqCPcpphzLySKg5JQj2KKcdyigI9imnHpSPg6iRrKwsVFZWAgDi4uKMPhxBhDzkFEGwh7wiCLaQU0S4Y3jH1NGjR6OgoAAVFRW49dZbjT4cQYQ85BRBsIe8Igi2kFNEuGN4ktWpUyfMnz9f0bZSI4bwhB3KCFA5Q5lQcwqwRzntUEbAPuXkjVDzyg5lBOxRTjuUkUdCzSnAHuW0QxkB+5RTD4YPfEEQBEEQBEEQBBFOGP5OFkEQBEEQBEEQRDhBSRZBEARBEARBEARDKMlSQVtbG5566qmw6EdKEGZAThEEe8grgmALOUVogYtpr42eFZwV9fX1+MMf/oBXXnnF6qJIsmbNGuzevRutra3Iycnh9rvcvn07vv/+ezQ0NKCqqgpz5syxukghBTnFFjt4RU4ZD3nFDjs4BZBXRkNOscUOXoWTU1w8yVq5ciWGDBmCKVOm4O2337a6OJIkJiaiW7duVhdDlvPPPx8PP/wwpkyZgnfffdfq4kgyaNAgXHnlldi9ezeGDRtmdXFCDnKKLXbwipwyHvKKHXZwCiCvjIacYosdvAonp7hIsg4ePIjU1FQAQGNjo8WlsTcZGRkAgFWrVmHGjBkWl0ae7OxszJ8/H6+++qrVRQk5yCm22MUrcspYyCt22MUpgLwyEnKKLXbxKlyc4iLJolnB2bJ27VpkZ2d7ZOORTz/9FADQuXNn1NbWWlya0IOcYg/vXpFTxkNesYV3pwDyymjIKfbw7lU4OcXFO1l2mRVcEAS8++672LNnD7Zt24bzzjvP6iIFsHr1ajzzzDMYNGgQamtruX38XllZiaeffhoRERGYMGGC1cUJOcgpttjBK3LKeMgrdtjBKYC8Mhpyii128CqcnKLJiAmCIAiCIAiCIBjCRXdBgiAIgiAIgiCIUIGSLIIgCIIgCIIgCIZQkkUQBEEQBEEQBMEQSrIIgiAIgiAIgiAYQkkWQRAEQRAEQRAEQyjJIgiCIAiCIAiCYAglWQRBEARBEARBEAyhJIsjHn74YXz11VdWF4MgQgryiiDYQk4RBFvIqdCEkixOWLRoEfr27YvGxkari0IQIQN5RRBsIacIgi3kVOjiEARBsLoQ4c5LL72Eiy++GOeee67VRSGIkIG8Igi2kFMEwRZyKrShJ1kWU11djcrKShKMIBhCXhEEW8gpgmALORX6UJJlMWvXrsW1115rdTEIIqQgrwiCLeQUQbCFnAp9KMmymCNHjsDpdFpdDIIIKcgrgmALOUUQbCGnQh9Ksixm1KhRuP/++7FixQo0NzdbXRyCCAnIK4JgCzlFEGwhp0IfSrIs5owzzsAHH3yAY8eOYeLEiVYXhyBCAvKKINhCThEEW8ip0CfS6gIQQHR0NLKzs9He3m51UQgiZCCvCIIt5BRBsIWcCm1oCHeCIAiCIAiCIAiGUHdBgiAIgiAIgiAIhlCSRRAEQRAEQRAEwRBKsgiCIAiCIAiCIBhCSRZBEARBEARBEARDKMkiCIIgCIIgCIJgCCVZBEEQBEEQBEEQDKEkiyAIgiAIgiAIgiGUZBEEQRAEQRAEQTCEkiyCIAiCIAiCIAiGUJJFEARBEARBEATBEEqyCIIgCIIgCIIgGGJJklVdXY1Fixahvb3disMTREhCXhEEW8gpgmALOUWEE5FWHDQ5ORnHjx/HRx99hOuvv57JPhsbG3HhhRdixIgRWLBgQcD6Z599Fvv370dKSgr27duH1157DTExMbjuuutw4YUXoqWlBSUlJXj99dcRFxeHkpIS5Ofn47zzzkNZWRm6deuGxx57DADw/PPP49ChQ4iPj0dzczPmzp0LQRAk96WU8vJy5OfnY/v27fj+++89y/fs2YN33nkHcXFx+OKLL1BQUIALLrgg4PODBw/G5s2b4XQ6gx7rq6++wtSpU7Fw4UJcccUVisvIAqnzBID//Oc/WLlyJdLS0uBwODB79mxTy2ZnWHsl5oz/9Sy1zUUXXYTY2FgAgNPpxOeffx70M2LXeVpaGoYPH46srCwAQE1NDQYOHIg33nhD8XmIXW/t7e2KfVXjFWCdW1Jeyd3LCHlYOqXkmtu/f7/s9S4We3799VfJ31cudojty+FwKDoXuXu43Do3dnEK0H//IHxhHaeUXG9SHkjdG6V+34qKClk/lcRMKeTqPkpctbtTboLV5W2HYBHbt28XcnNzme1v2rRpQm5urjB9+vSAdUeOHBGSk5MFl8slCIIgXH/99cJbb70luFwu4YknnvBs514uCILw3XffCatXr/asO/PMM4UtW7YI27ZtEwYNGuRZPnr0aGHlypWy+1LKe++9J6xZs0Y4//zzPcva2tqEa665xlP2w4cPC0ePHhX9fHt7u6rjjR8/XtiwYYOqz7BA7DwFQRDq6+uF008/XWhqahIEoeO7/c9//mN6+ewMK6+knFG6zezZs1XtV+o6r6qqEtatW+f5/OzZs4Uvv/xS1bmIXW9qfFXrlSBY45aUV1L3MkIZrJxScs3JXe9SsUfq95WLHVL7UorUtRZsnRu7OCUI+u8fRCAs63/Brjc5D6Tckfp95fxUEjOlkKv7KHXV7k65kavL2xFLnmQBwMCBA/Hzzz+jtbUVUVFRuvb15ptv4pJLLsGOHTtQV1cXsL5Tp06Ijo5GTU0NkpKSUFdXh7POOgsRERHIz88HALS1taGsrAz9+vUDAAwZMsRnH+3t7YiPj8ePP/7oacUAgOzsbHz++ee44YYbJPcFAI899hja2trgdDqRkJCAhx9+OKCcN910EzZu3Oiz7Pvvv4cgCFiyZAkaGhrQrVs33HXXXQGfXbNmDaZOnYqNGzdiw4YNmDlzJu6++26Ulpbi119/xUcffYQuXbpg6tSpaG1tRXZ2NsrKynz2IVbGuXPnYs6cOfjkk0+wZcsWfP7551i0aBFycnICyi723efn5+PSSy8Nep4AsGnTJvTu3RsxMTEAgEsuuQRr167F8OHDA7YlxGHllZQzSrf58ccf8cwzz6CxsRFDhgzBn/70J9nPSF3nDocDV111FQCgubkZW7ZsQUFBgacMWr2Sc98bpV4BkHTLaq+k7mWEMlg5peSa69atm+T1/ssvv4jGnhdffNFnH+7fVy52SO3rhhtu0OyUknWAvZySOh+l9w9CHJb1v2DXm5wHUvdGqd9Xzk+5eBjMKbm6j5yrbryd6tOnD5YuXaq6Dmi1U0DwurwdsSzJAoDu3btj/fr1GDlyJABg586dWLdunei248ePR3JycsDyXbt24eeff8bTTz+NHTt2iH62S5cuePbZZ3HzzTejR48eyMzMRN++fT3rP/30Uzz//PO49tprMXjw4IDPr1q1CiNHjkT//v0RGxuLmTNnoqmpCTExMdiyZYuPAGL7+vTTT/Htt9/is88+AwBcccUVGDFiBM4555yg31FpaSk2bdqEd955B4mJibjtttsQHR2NCRMm+Gx3/fXXY+HChQCAiRMnYtmyZbj44ovx+OOP495778W6desQGxuLffv24d///jcA4IMPPvApt1gZZ86ciba2Nrz11luIjo7GihUrRB9/v//++0HPJRhHjx5FQkKC5+8uXbrg6NGjuvcbbrDwKpgzwbb529/+hgsuuAAulwuXXXYZEhIScNlll0l+Zu3atUGv83feeQd//etfPX/r8cp7H3LuK/HqxhtvxNq1a0Xd4sErb7zvZYRyWDjlJtg158b/eh8yZIhs7AF8f993331X0impfbFwKhih5JTS35IIhKVTciitQ4ndG+V+X38/pWKbEqfk6j5KvPd2ClBfB+TBKSV1eTtiWZK1aNEijBs3DitWrPBIdtZZZwW0lgdj1apViI2Nxbx58/DVV1+hpaUFixYtwgMPPODZ5ocffsCzzz6Lbdu2ITIyEtOnT8ecOXMwf/58AMDIkSMxcuRI5Obm4uWXX8Y999zj+eyGDRuwYcMGLFq0CADQp08fFBYW4oknnkBqairOPvtsJCYmerYX29eOHTvQ0NCAefPmAQCysrJQWVmJf/zjH1i1ahU6d+4seZF26dIF/fv39xzj0ksvxcaNGwNuEGK4WxtSU1NRW1uLkpISnHHGGZ712dnZnn9LlREAZs2ahQEDBuC+++6T7F88atQo0ZaH2bNnY9iwYUHLCgBpaWmora31/F1TU4O0tDRFnyU6YOVVMGeCbeN+78PpdGLYsGHYsGEDLrvsMsnP/P73vw96nb/33ntYvXq15289XrmRc18Kf6+AjgqCmFs8eOXG/15GKIOVU26UXnP+13uw2OP/+8rFDql9sXBKC3Z1Ssv9g2DvlBxK6lBS90a539ffT6nYlpqaGtSpyZMnS9Z9gnkvh9I6IA9OKanL2xFLkqzFixejf//+GDlyJObNmweXywWn0ynbkpGbm4uuXbsGLJ81a5bn301NTairq/P8KPv370efPn1w6NAhdO3aFZGRHafbo0cPHDhwALt27cL//vc/T1em0047Db/++qtnf2vXrsWXX36JxYsX48iRIygtLcXQoUPRtWtXPPXUUwCAcePG4Z577pHd16BBg7Bp0yY88sgjAID169ejb9++uPrqq3H33XfLflcXXnghjh075vmOSktLAx7VSuH/YuSAAQOwfv16z9/e5ypVRqDj4n/kkUcwf/58/PGPf/RJztx432y0MnToUJSWlqK5uRkxMTH4+uuvKWipgKVXUs4Awb3avXs3vv76a9xxxx0AgH379nm6Nkh9Jth1vnHjRgwdOtSna4ker4K5L4fY4ABSbvHgFSB9LyPkYemU3DXndsqN2PUOQDT2AOK/bzCnxPZ18OBBzU7pwW5O6bl/hDssnZLD7VQwD8TcSUxMlP19xfyUim1K4lRDQ4Ns3UfK+2AorQPy4JRcXd7OOARBEMw84Mcff4ytW7fi0UcfBQA8+OCDuPbaa3W/d7NixQq89NJLaGlpwb333oubb74Z2dnZ2LhxI7KysjB16lTExsYiKSkJP/30ExYtWoSGhgY89NBDOO+889Da2oqff/4ZL7zwArp3746tW7fi8ssv9zwirq+vx7333osJEybgsssuw7BhwxATE4MzzzwTY8aMQUlJieS+AODJJ59EfX09EhISUF1djXnz5gWMAvPFF19g+fLl+OSTTzB58mRMnz4dcXFxWLVqFdavX4/U1FQcOHAAS5YsCWhRWLt2LaZMmYKbb74Zw4cPR15eHsaNG4cJEybgzjvvRHJyMl599VUUFBSgubkZWVlZ+Oyzz9C/f38sWrQICQkJomVctmwZXnnlFXz00Ud46KGHsH37drzwwgu4/PLLNf9WUucJAOvWrcP777+P1NRUREVF0eiCCmHtlcvlEnUmPT09qFeCIGDKlCk499xzUVNTg9bWVixcuBARERGS++3Ro4fsdT527FgsWbIEKSkpPuXU6tXhw4dlfXWj1KuUlBRMmTJF1K3Fixdb6pXcvYyQhrVTUjEiLS3N45Q70ZK63sVij9zvK+eU2L4AfbEq2DrAXk5JnY/S+wfhixH1P7HfJyYmxscpKQ+k3Bk2bJjs7yvmp1xsU+KUXN1HylU33k7NmzcP69atU10HtNop9z3Cvy4/duxYXceyGtOTrMbGRp8bblNTE5qampCUlGRmMQgipCCvCIIt5BRBsIWcIsIN05MsgiAIgiAIgiCIUCbC6gIQBEEQBEEQBEGEEpRkEQRBEARBEARBMISSLIJrtm/ojc2f9LK6GAQRMrS1teHNl7qjra3N6qIQRMiw+ZNe2L6ht9XFIIiQoampCW+/0gN2fqvJ8CHcXS4XFi9ejLS0NJw4cQJTpkyR3DburH5Iv/9OzceKOm7p3MqqaO1KFRxv9uc9FLCspKQE4+8rR4TDgdeieuPc4aUWlIw/zHRKC1HJzaYejxWt1TFWF4E5/l4JgoApd6Rg155mfPN9Cl5eWi06fHY4wptXdvVILXbzTixWbftPb0x+6Chc7QJWrinB6aefbkHJ+IM3pwDyilf8vWpvb8e4v6Si4mgb9vySgjnPHbOoZPowPCv58MMPUVpairi4OJx77rmy27bX1avev9bESk2Swzp5owQrOFVVVfjLDWfhtefT0Tk+AjfnHcFHn5QhMzPT6qJZDgunwiXQqMEu34me4DkvPxXt7QI2rMrE3TOOYv5jqfjbE1UMS2df1HglNNXZ5nrhHbt/jwcOHMDE+8vxXlEP1NS24y83nIVP15cFDL8fjpBT1mH37/Khe7vhjNOi8P9e6Y6b847gnwvTcde0CquLpRrDk6zdu3eje/fumDx5Mq655hp8/PHHnnWFhYUoLCz0/O3SkGSZkbC4j6E32aLkShmNjY248bpeeOKRbjj3d7EAgJfmpeHG6/visw0Vimc7D1XUONXeYI/AlZZUG3wjhRw9kcBsXzyi9fd86+Xu+Oq7Rqxa2hMOhwMvzUvDqAmHkfVqD9wy6QjjUtoPVbGqRn2sMgOWHikh1F0LxokTJ3DTn3Pw8jNp6HtaNABgzt+64abre+Hfnx8LmM8y3CCntBHuXr3wVBrKj7qw/MV0OBwOvPlid/xx7CFk9sjAH8cesrp4qjA8yUpPT0dDQwOAjsd/3uTl5SEvL8/zd0xvvp9StHZt05RoUXKljmdnZ+LPf4jHH66M9ywbOjgO90xMwqPT++CFomoLS2c9apyKPT3D1LJZEZBYlSGUA9vJkycx74VqfLM2C5GRHd0Do6IcKP5HD1xy7UFce0sNunTpYnEprYUHr3jwRw16y2t35x6d0Qf33p6EoYNPJVN/HB6P3ftasKAgC48+E95PickpbYSzV6WlpXjr/Rp8sTrT05U9Li4C7xX1wGWjyjDy5nZERNhnOAnDk6ybbroJjzzyCP75z3/iuuuuM/pw3EEJlnpOuibg7AFv4Kirzmd57wEurN9yvUWl4gcjnbJjQGKFnnPnPag1NTUhvacDDbENaHB5rYgD0no40NTUFPZJlhqvIp0url3pm6i/cv/LSeO7u1n9Hcp5q6RsNa1/Ru8BHwfEqj4D2rHpu4m6y2d3QskpgLwyg7q6OvQ+PQInIxsA71iVDMR1tqxYmjE8yUpISMBLL71k9GFMQe1TLEqwCCNQ4xQPgYtFYFKLGYHMG6u/Y0I/vMcqsz1SejyzXWMJeWss5JS2Y9rZKcIX+wzHZzFqEixKrohQx4rgpAap8lHwInjAKH/O6nxY0XY763oyOya5RvCAkTHJbK/kzoW8sheUZCmAEiz70NDQgIKCAvTq1Qvp6ekYM2YMAGDXrl0oLi6Gw+HA2LFj0b9/f7z55puIiIjArl278NRTT1lccmuxutKnBBYBjIKXeqScOnz4MP71r38hPj4e3bt3D6vu4LHONtMbGli6JLcvMyqK3oSrd+SVL3Z3Sm5/ZjRqeENO8eMUV0mWI1JgNhKaFXMEUIJlPStXrsSQIUMwZswYjBo1yiPZwoULMXfuXADArFmz8NRTT+Ff//oXRo8ejTPPPNPKIhuKkYGLdYBScjyWwcqfUErAWP7mUk7Nnz8fZ555JmpqavCnP/2J2fHCEbNdksNoz/zReq0qcZLnJ+7klbHw5hTANtmSQ+91L+UWzz4BfDrFVZLFkqjkZiaJlp0mOOYNPQnzL22dEd8S77Nsf2sT9u7di8GDB3uW+Y9QdPDgQQwdOhRAx1DwbsrKTs1bcvDgQZSUlKClpQUTJ07EPffcg0svvRR9+vTRXN5QRGuQGhSnfNLo7Y29Ve3b7GDlRktwUZqYmRW4atsjsb0lKXC5UIPly5ejuLjYs8zbKymndu/ejZtvvhnZ2dl45JFHsHTpUmNPwIboreipcUkMtX65MTvR0gIvFb49rQlobon1WVbSVo8dO3ZoilXklTxWOwWEtleA9W5Vt0eLxqqG9moUFhaiqKjIs4z3WEUZBKEKq+dcysnJwbJlyyTXZ2VlobKyEgB85ijJzMxEVVWVZ5u0tDTPfFtJSUmorq4OmySLhyClBzsEKcD6QKWG3NxczJgxQ3SdlFPp6eno0qWLx59wItbZyqSl3GqXCOMYOHAgFixYILmevPKFlVMAeRXK5OXlYdKkSaLreHQqpJMsFk+ztM6NZXesTqa0Mnr0aBQUFKCiogK33norbr/9dhQVFWHatGlYsmQJHA4Hpk2bhuzsbGRnZ+P111+Hy+XCOeecY3XRDUFr4FITpAZFnwhYJtYKFbCNytZAuyRXVsO6m4ycU2+88QaSkpIwbdo0pscMJfS6JEYwv7S2tLsJV9fM7GJGXumDtVdGxCx/wtGrcHcq5LMHVt0GQxUzkikzh8nt1KkT5s+f7/nb3Sd3wIABmDNnjs+28+bNM61cvKG2pU9p5U8JagJVOAYlKax6x0DKqUGDBmHQoEGWlIkXtLSY63VJrjJIlUBpeHpHByCvpLDCqWCQV9Lw5BWPTnGVZEnN6aN3ok+9iZbSp1ne2/A6CAaLpIrmFrEPnRwtioOW1ZW/UA5ESuEpYBHSBPOKdaWPZWIV6p4Z5RB1QTMWJbHKLK+0JFWh7BU5pR2ukiwp5Cr1ehMwo+Al4dKaVFmdSJU0pwON3XyWlTdTcqcHo1v7/JELVKEckJTAMmgpDVQ17XGiv0mNq5JZWcIJs3zyrwhSg8UpWFf+tFT69jT3xMlG33pISfMx8Fkz4RurnAKCexUuTgHWxCdvql3xor9HY/shFkUyFVskWXJ4JwNGJlx63s2yIuFSm1xpSars9GJ/uBIX4ZIMXGnOzkE/f9RVJ7pcTZAKp+AkBQ2SEFrERbgClinxyQ15pR2rXDK7kSrcMMopQF1DRTh6ZeWAI6HuFVdJltycPnabp0aKqOORhiRaRiRVlESFFmnOzj6B6KirTjaI+QctJYEqHAOUFHoClxGDJRDsiEKEqgqgN2q9IqfMHRGVfLIGM50CyCtyyhw4S7JaJefB8a7wiyVcvHYbNBqlyVWwpEppQhVq74w8/vjjcDqdyM/Pt7oohuAfuNz/dgclsda/UwEq6dQyjRU/ucaRUEzijZ5bTEmw0lpR0UJ1dTX69euHo0ePmnZMnlHWmt7xf6r4BYcHnwBznQLIK3+CP/lNOrWMGilkMaPxj7c4BVjnFFdJlhK0PNHiZXRBVk+wWCRWchVcpRLq6b6kd7QeKRoaGlBQUIBevXohPT3dM7rMrl27UFxcDIfDgbFjx6J///6oqqrCnj17MGDAAEPKwitqWv2kAhSLJ8t2nVVeCrXBS4k/WloAgz2hVIuUUwCwbNkynH766cyOZVd4ccobu3oEGJtc8eAUQF4pQc4rpckUeXUKo6ZzIaek4S7JUitKsCdYLBMsPe9lsUiw9CZXUjcHKfFYDPMtNXpPsH3vb0xBU10Pn2XVDdWo3LsXgwcP9izznu0bAFauXIkhQ4ZgzJgxGDVqlEeyhQsXYu7cuQCAWbNmobCwEMuWLUNubi62bNmi5PRsSSvasa7R/5pNsixAKcF9TLsEMzWBy6iA5Y+7ctLda1ldW6zo71znisHy5ctRXFzsWebtlZRTR44cQUJCAuLj43WX127UtDv8vFLmlJk+eR/LLi4B/DRW+CPmFAD80pCGY3XJPsvKGx0QduzQFKvC1atApwCevbKTUwB7r1g6Bfh6daI1TvR3bmyPRmFhIYqKijzLeI9VXCVZTa6ogGVakyteMCu50ptYSQllRl/a7Y29MVLhtjk5OVi2bJnk+oMHD2Lo0KEAgMbGRs/ysrIypKSkeLY5ePAgUlNTERsbq7ncduCY69SIcv43rWCBSatjrEamtEMwY/nU14jhif0rhFLk5uZixowZouuknHrzzTfxwAMP4J133tFbVNvRIERje2NvxU7pjVd6nbKDS1qwYshvpU4NHDgQCxYskFxPXvnidgrwjVVyccpKr+zkFI8NgW7cDfFKvcrLy8OkSZNE1/HoFFdJlhtWUlnZTVBvcmXEUysliZWYPKxG+PHGqO6CWVlZqKzsGJI6Li7OszwzMxNVVVWebTZv3oyamhqsWbMGJSUl2L59e0hOANnkisIHhwaKrjOqocJ7vywSLl6DGasES0vAUjq/i9LGCzmknKqoqMDrr7+OQ4cO4bXXXsMdd9zB4Gj24ERLXIBXRjb8sXLql5Mp3HnkjZWNFkpHdmThFEBe+WO2U977D+VkizenAPGuniNPU7VrUXh0iqskq8kVyWxQC6sSLB6fXMklV3qTKm+CJVhmvJA6evRoFBQUoKKiArfeeituv/12FBUVYdq0aViyZAkcDgemTZuG/v37o7m5Gfn5+YiIiEBSUhLzsvBAXUuMpD9qHdEy59rREwlh9WTLHyWByx2I1HS3lXvHx/se+jCD1w2lnHruueewadMmOBwOdO3aVf+BbESby+njld54o8YtvU7Z0SNvlHZj396SxK1TAHnlj9VOAaHdgMECtbFKrs5nRBdPHp3iKsnyR2srhhUJFo/vXHknV/6ByVsSPS8fshiOmKVsnTp1wvz58z1/u/vkDhgwAHPmzPHZNiYmBs8++yyzY/OI0OZg5oN7P2qTLZaJFsBHJVFJ66Dadxq1DDvs744RLb9STgHA0KFDsWvXLubH5B2WXgHq3WLhFA8eeWPEyLW8OgWQV/5Y7RQLeHNKKXpiFTklD1dJln9LhhbsmmApRSywyiVXgPSTK1bJldqRtJQkVYfqE1Hnt119rYBkBE5YSJiLluDFOtECAq8j3gLb9sbeylvdgwQqpU/45e5/9W3RovtpaI1WVEbCFyWDIKmNDa3VMaYmWoB9K4ZysKr4KalPHKhNwjG/fZ2sr8fvlBSU8EHpwGJqvLLSKcAeXimNVWZ5VdsaKxqrmlxcpSyKMKXEv//97/HEE0/g0ksvNWT/du4a6EZrF0GlT6/8H++qTbD0DqUaKpNJ84QSrxwuhyGVQUBd8DKDYNeYFcFOybuHSn3RWgkklKM0VjlcDkX7c7tnZkOcVuwypx0rp7T4pHV04XBHaaxSilqvrIxVoewVqzgVyl4ZfmafffaZYcMmml3B4P1CUJpgKUVpYqU1qbLLCJE8wtorMyqDRjzNUgPLJ18763pq6t5kdELF+z2KZ4yMVWr84q3xAlB2P9dbYTTSKS3vpZJLbDDaK9Yxy8w4FYpekVO+GHrGgiBgy5YtPnNF6IUSq1N4y6c2wfKeCC74bOq//U2JFRcY4ZUbI4IWr+jt0qF14BY1g/uEcwugmRjpVLjAohHDaKeoAmgu5JV+rPKKVZwKd68MPfuVK1fihhtuwLvvviu6vrCwEIWFhZ6/XTX1AdtY1R0mVC4MqRGWAPHkSk03QKPmWdKD1Izfu3btQnFxMRwOB8aOHYvY2Fi8+OKLyMnJwaFDh/D444+bXlatyHkV4FR9oFNWYvXTLCmMei9F7bxJPCZVUk7Nnz8fycnJ2LlzJyZNmoT+/fubXjZWqI5VGrxS2nhh9buOrODBKR59chPuXvEeq3jFTK/sllTx6JSh38b+/ftRWVmJLVu2oL6+Hv369UNqaqpnvf8M6DG9My19x0DtxcGy1V9tFxGpp1hiiA27qWUYW8DYiQFZIDXj98KFCzF37lwAwKxZs/Dcc8/hscceQ5cuXXD11VdbWWTVyHnl71RsZpaqfYfLUywp9Dzd0uKGHboASjl16623IiMjAx988AH+85//2LoyqDZWqfUqnOHNKat9chPuXrFwyqh4xXPjhRutXpFT5jpl6Dczffp07N+/Hx9//DGcTicSExONPJxqeLkw3Bg95KjaeQwAc5IqMYGr6zqh2W//zbUN2LvXt+uB/41aasbvsrIypKSkeLZJSOjY948//ohRo0YxOQ+zMMorsxIsOwQwQN9gLXJuWJVYtbSJj97a0haJ5cuXo7i42LPM2ysppzIyMgAAmzdvxowZM5iX10yMjlWh/K6jGoxwyuoK4PHaeNT7la2hrhN27NihKVaRV8pQ4xRv7ziyRqtXeuKUkV41tUSKlq3N5URhYSGKioo8y3iPVYZnGX369MGaNWuMPowijLgojHiHRe1TLf8XG70TJ/f7WVIjx6h5WsUiqdL7pDInJwfLli2TXC8143dmZiaqqqo82wAdXQj/+9//4sYbb0RbWxsiI/lKuuXgwSs9gcv7WrJLBVEOvUkVYG2jT25urmTwkXJKEAS8/PLLmDRpEurr620/capRTplRGbRToqUUHhsq1DBw4EAsWLBAcj15pR0zGgTDzSnA+gYLJeTl5WHSpEmi63h0yvpvzEDMuiB4HqZXz/DqdpyzTGrG72nTpmHJkiVwOByYNm0a9u/fj1tuuQUXXXQR3nzzTbz33ntISkoyvbw8YPV1a0U3U63BU2lZ7ZBYKUXKqYceegi//vorfvzxR/To0QOzZ8+2uqjcYaZb7mvT6GtbCiOPa4ekSi3klTbUOmVlY6BVTik9dqh5xaNT9vn2FGLlBcFyPiItT7PUwDqx4mW+HqkZvwcMGIA5c+b4bPvDDz+YWTQusTrBsgrWiZ2a699OQQuQduq5556zqkjco8UrVl2arHo31gqn7OaSN+SVeqyMV1Z4ZVWcsqtXPDplz2/SC7tdDGLl1XLj+OVkCpOXHbVIzEtCRegjXBMsvai9/u12jyL0QV6pJ5QbKQj9aHUq1N/FkoOc4gNbfrOhdkFofa9LaihPlkOrW5VQuWqjAo7dVhNtSVlCDaoEKkfL9c/r/am9NUL0fNpbIywoTeihx6twqQyGkk9u2mqiEeF3Xq66KMBhUYFCDIpXwQk1r9pbnKLnJLTZTyp+v2U/eL4gWKBnAA2WkwDTU6rQJhQDltXXbKjfmwh5QtEpN1a4RT4RgH6veG24oLlfwwvuv/VQuDCiq0/9uyVZ+37UjHZDSRXhjV0rgrxdn6FwPyLYYFenvOHBL3KK8MbuXoWDU9HV+uqy4QSXdzc733S9E6pg6/0vUiVPs+w44p+ZSM34vWvXLhQXF8PhcGDs2LHo378/nnzySWRkZKC8vBwzZ860uOTGIDgFw4KW2sFZgu2LJ+x8D2KNGqfCBcEpMNuXGS3uPPjF2qlgsdYf3iqF5JUvRsYqIwhFpwDlXrm348krHp0K+guVlJTg/fffR01NDTIzMzF06FCcc845hhTG4XLYrnKj9kavBlaVWB5uBmYhNeP3woULMXfuXADArFmz8Oijj6K8vBz5+fmYMmUKysrKkJmZaVo5zfTKSLyvLblrNVy7HQW7P/AUoKRQ6lRhYaGVxbStU3ZrrLDCKxZxlrfWd/LKPoSiV0bWXa2CR6eC/qobNmzAjTfeiAMHDuDll1/G2rVrUV5ejgcffBC33nqrGWXkCpYXppKbvtoAHCoJlbPWGXDTaT/pxN69ezF48GDPMu/ZvgHpGb/LysqQkpLi2cb775SUFNOTrFD0KhQDkRL03BOMbA30bxWOaBFvxIpodWD58uUoLi72LPP2SqlTVhOKTklhhGs8uGVkxY+FY2JPWiJPOhEV5/vdtdY4saN0B5NYZTXklXZC3SkWiDkV0Rwh+t052hwoLCxEUVGRZxnvsSroFeByuVBXV4crr7wSBw8exPjx49HS0oKVK1filVdeweTJk80op2UovUBjFW7XpOFGHyqJkxRqbkQ5OTlYtmyZ5HqpGb8zMzNRVVXl2cb776qqKmRlZWkpumbC3Ssl8BCg3BgdqFi2smvpcpObm4sZM2aIrlPqlNXY2Skz7/E8eMV7xc8fLU4NHDgQCxYskFxPXhmL2fUmq72ywik9MUtr19C8vDxMmjRJdB2PTgW9KvLy8vDCCy9gxowZ6NKlC7p164bs7GwMGTIEK1euNKOMpqLmQlWaWBGBGHVDkprxe9q0aViyZAkcDgemTZuGrKwsdO/eHUuXLkVGRgYyMjIMKY8U4eZVMKwMUHar8Elh1PsMSp2yGnJKHDPd4tUlrZVBI98RIq/sC3Xt00c4xSqHIAiK3uBta2vD+vXr8c033+DIkSNISUnB2LFjcfbZZzMrTGxmFrKmmPsFsEyq4o65fP5u7OYM2Mb/SZbYzd9OL3+qQe7GtO+RBz3/nj59Ooprm9Apu6/PNs3lR/D76grZJ1l2w2ivYnpnoses+5nsiyVaglSoBRp/jGgV3J/3EACgoqIC2ZddgZ4T8wK2Oby0EP/78gukpaVpLwBHmBGrePUKUO9WqHsFaHMrmFMAMH78eGxITkdM9x4+2zSU7MPYxE6yT7LsRrjGKoCcEoOlU8Apr3bu3Imh4yYg/S+3BGxz8MXn0XBgPyIi7DO3o+IrJzIyEiNGjMCIESOMLI+haLnwpRIr/4RKbhvvZCu2OniXQbfQoZBsWf0InXdCwSslUJAyjlC4T7AkXJxyo8atcPRKbWWQfBKHvBInHJ3SQrh6FbI1YK0XvpakKrayY2CKplT1fYDl3sUIJjmvFy2LxCqqNvA3bK/RvVvCRChIGY+ae0BEm/h37WhlWCDCFJS4RV6pR0tMjaoBov1Cf2stgEQ2ZSLMgeKVcoxuuIhokYhVwZ9tcEfIJFl6Lnw1iZU7oRLdj9c6LQmXWqRuCmYnX/S0inDDMlDpeedRywAzVsK66wURerBKrMz2Su+7y3pcVuMV+RR+8OAUYL5XZsbHcPfKdrVjFq0ILJKqqIpaAEBrur7JgQH283comdRY7/4JAmCTVBkxgIzZg9KYndSFe+AKF4L5FepeuY9ptF/kU/igN7EKBa/cx9PiFTVcqIPr2jKrx7JyF7CSxMqdUIkhlmyx7jaoBZaJFiVVhD+8Vf6sRk/QUgsFrtBGq1uh6JUbMxItInSheCWOkV5RnOqAq9qzQ+KdAbWoHQUwWFIllB/1+dvRXfkoXGIjDErBU6IVSolVeXk5Fi9ejMTERFxyySUYNmyYZ90XX3yBTZs24eTJk3jggQdQWlqKjz76CCkpKXA4HLjvvvssLDk/6Gn9U9vIIYcan6wgXCqDck7l5+cjOzsbW7ZsQUFBQciMWmgURiRVarzi3Sk3at1SGkt5qgySV+xg7VWoxapwwWqnQqImrTapAnwTq2BJlT9C+VGfREvNU6xgQYJ1oqUGKxIrqRtddG3g7yrUAHsP7cXgwYM9y7xn+5aiqKgIo0ePxnnnnYe//OUvPpItWrQIK1aswNatW/Haa6/hrrvuQn5+PqKjo3H11VeHdZKlNbFiFaTk9sFzAOM10YpoFf9tnK34/+3deWAUZZ4//nenyUW4AoRDDjVqvJggkujixayOMKsMi4zoOowRZSaDI6uOoos7jDDqIGZQQH4em40KjK54cMiI64XAVx0UwZGIiCAOh5wBAjlJ+qjfH2y33UlVdVX1U11PVb9ff0FVp+qT7n7nU091dT1YtGgRFi9eHF2WKFd6mbr99tvRr18/1NfXY/369Rg1apTQ38Mr9PKVylzF/rzMuZJVdh2Q0+alDDQA1dXVQnsVc5WY2UwB6rkS2asAuXMlY7/yt6i/LhlBoLKyElVVVdFlsvcqVw6ykh1UAfEDK7VBVaj+h/X+zvHfuzI6wJI5WBEyDayMKCoq0p0na/PmzZg2bVrcsvz8fBQUFMDv96OhoSFuXVNTEzIyMlBQUIDdu3ejoKAAAPDOO+9IO5O9XUSe+UvUpJK5I2fs9t2QMTcoKyvDlClTVNeZzVS/fv0QDAaxa9eutMuQHhGDKhEHf3pkPzCU8YBQS3Fxse48WcxV8mQaVOlhvxKnvLwckyZNUl0nY6ZsP8JesWIFtm7dikAggKKiIowbN870NoxcE5vMp1WxA6q2YgdYbS8TNDvAkumOLqkcXKXylqeDBg3C8uXL45Y98sgjqKmpwcCBA9GpU6e4dXl5eQiHw9H1APDxxx+jpaUFpaWlqSrbFBGZAsR+UmX2TpxajzE76DIyAbjX2H1jm7bMZqq1tRXz58/Hgw8+iIMHD2LAgAEpqzUZonIVYeWkRdtsWc1VrGRPZER4NVupzlNEOuRKdKaA5E9WiMgUYC1Xavv2aq6cIGOmbD/SHjp0KEaPHo3jx49j4sSJhkImYlAF6H9apTewAqwProDkBlgiLhWUZYAly3wSEydOxLx587Bq1SrcfffdAIAJEyZgwYIFuOuuu1BRURH9Ttb69etx5513orS0FE8//TTefvttZ4tXYSZTvpAv6TsA2tWk7CBLEzN7xt3sZcKxr6kTB4h6mfrFL36BnJwcTJ06FYMGDcLkyZNTXp8VVnpVhCwDKjU5NS1CphQxerZfloNGM5lyaqDVltdy5XSmgMTfwXeakVzZnSk7PiFmpk6y/Wi7X79+AIBly5a1uxylsrISlZWV0f+HGxuF3gnQ6KdVQPtLAgExgyvA2Js3FYOrVJFlcBXRt29fzJo1K27ZggULAADDhw/H8OHDo8t79+6NjRs3prI808xkKtTYqLkdUU1K7+6bESKmOrBKr4nJckCYDCcu+dXL1Ouvv57yekQw1avqmoSeUVc78JM9V1q08iYqa3ZdMuj0iQvAe7lyMlOAtVylY6bMMHvyIiJdM5WS7rxy5UoUFhZGAxfR9gtreQXxH9VZub16ou9XRRgZVAHtAyd6cAUkP8CSZXAFyDfA8iqjmcrtM0DoGT8jB35tGW1aqZjAuy07L4my8mkW4NyNb8h4rnL6q+cKsOfAT43MuVLjxPdSrGbKS3fXdZqZTAHWTv6JypTbiPwOpZl+ZeUGbemaKdt/6+XLl+Oxxx7D4MGDUV9fj5deekn38aIGVrGMDqgA9cal1aQ4uIpndoCl96lldl0Yudnx74Xw8TCQZ6EwjzGbKbMDKrXmFMmYErPMyFQG6X4gaOWse9scGf07kSh//lb1v68ZAUXl0enHTK58//en18yASlSuZDzTboaIjDlxAkMrX9nHwshV4l/3lrqw9R15iNlMZdWaH1Bp5cquXgXI069i5R4JpXygFSE6V/7WsHqvCrqvV9k+yBozZgzGjBlj6LG+mDGDmUuSzMxbFUsvVGYHVkD6XRYYy+gAy8sT+6WKmUz5W35oUEYzleikRbo0LEDMYCvZiYrNnLxgvqwzm6v8b+XOFSBntiKSPSi0kiurV1owV9akIlOJDrtFn7SQPVNA8icwAOZKFKk+v8sIhjW/lBgJgtGPgEUGJ9mBFSDuEiARA6xA96DQj26NBEzkhLSpcOutt+Kqq67CL3/5S6dLSYq/OYjOmw9H/x97oGfmnFC6HQBGiDg7GBGbASsDLitTVzjl22+/xejRo7FlyxanS7GFzLmKcEu+ADEHhUBy39VyQ4/ycq4ygmEhmQLsy5UbMgWI+1QLYKaSJdUgywi7G46RN2aqB1YRbv0Ey4l5KWLpzfi9du1arFu3Lnp3wd69e2PLli04evRoyuqzVSCQ8Ay6GqOfDnv5ADDCjrmDrJzBs3IptV30MgUAr732Gvr27ZuSWhwhaa4Ad2UrQtQnx8yVe/maWixlCmCu1MiWKcCZXDmdKakGWeEOGSl/I4scVEXY8cV1GQdYieiFs7mHP2UDLb0Zv+fOnYslS5Zg48aNeO655/Cf//mfWLZsmeFLHLzAzOW26dSk1Nj95X29TBiZ9y9VV6zrZeqLL75AcXExVq1alaJq5JWqbAHMl5HttmX07sQKEt+hWATmKrFUZgpwf67snGDcDblyOlNSDbKUDupvAqsH41bfUDIMqtwg2TsJ6r0+WcdakYP4oAYbW7GtcRtKSkqiy9reocjsjN9NTU3IyMhAQUEBdu/ejU8//RQXXXQR9u7dm8yvJh0r31tkg9Jm1wkCI3fJMvI9BDUZreqXY/tbw1i0aBEWL14cXRabK7OZevPNNzFt2jTMmTPHQpXu41S2AObLKCs3S2hL7QZaAJBd24qc1vjtZx0LoLq6WmivYq4SY670icyV0V4F6J/8U8uV/4R6r/IFFVRWVqKqqiq6TPZeJdUgS4udt3xN5npTNw+uRH8vS03kuRX55caioiIsXLhQc73ZGb/z8vIQDoej6zdt2oRwOIx169bB7/fjkksuQWFhobhfINUyM3Wblcg7lXm1MdnFzgGV2QOUsrKydvPYRJjJVG1tLRoaGvDss89i7969ePXVV3HDDTeYrl96CXIVS/TdAJkzfUbuRpyKT3yLi4sxe/ZszfXMVRvMlLQS9apUXklRXl6OSZMmqa6TMVOuGGQlS9TEhU4OqiIDIjdeNpjo+bf7DjN6M37fddddqKioiPtO1uHDh7F+/XpkZGSgW7du9hZnMyUzw5ZbPrMpmaN1Qx+923onYvWuqiLoZWrWrFl499134fP50L17d8dqTBU7b6nOnKnTyhOQXKYinMoWc/UDu3LFTGkzkys7v5MqktOZkmqQFfbbM5O7VTJ+UiVyBu1kP81qzRcz+bDdr7nejN/Dhw/H8OHD49b17NkTzz//vL1FSY6NyDqRB4Cp/v6BUXqZAoARI0Z48g5oESJPXjBr2vSyFGF1UOXk5Wha0jlXok8IMlfq7MwUIF+unM6UVIMsp8g4mDJC5IDLKlEDLUoNNh6xrDasWE5dIkP2Y970GcmPGqNzkcl6koKSw1xpE50pgLlKRtoMstw6kDLK6uWEIr6bZcdAy1/bjMyW+NB3aGkUu5M04MQdO73KTPOyemtaO+8w52sJqtbla3HfJchOY67MsXrgF2E0T6InnjWiw5FGZDa06VVNTQA8ftAhGDNlTqoyBejnyo5MZTQH1HtVQI65tcxw9SDL6wMnKzKPdnDl97bIXUTdjEaWCQm1WGlkiZqXlyfBJGormYNBsycreBt8SgepHGABzFUypBpkKR04cEqWk5cNArx0UFZ23qEzGWbqkn1AFsFBFJmRLicsrOD33sgqEbnyYqYA5iqVpBpkUXJk+ASLg2S5aM0950Z6v4ddzfBEQXbSZw0j2xHNK6+rG8mYK7P1pOoAUlSGEu2D3I2ZMi7yfrczV8yUGBxkeYTVAZbdc2XJ4MCBA5g3bx66du2KSy+9NG7G77Vr12LdunVxt3B/6qmnkJ+fj127duGBBx5wsHIySqsZimh6qWo2sh1g6NHL1FdffYW1a9ciGAyitLQUw4YNc7BS0mLk/SbqoNFIhtoeMNqZO1mzxly5WyozBSTOCDPlfKa8f4SdBjw5wDpaC6UuJ26REqrFtm0HUFJSEl0WO9u3lqqqKowdOxYXXnghbrjhhriQzZ07F0uWLMHGjRvx3HPP4ZprrsHHH3+Mn/zkJxg0aJDY30kiydw23+55zUSyc/CVzP4d0dqifhvellYsWrQIixcvji5KlCu9TM2cORMjR47EoUOHcP755wv9FSi1UvnpsdUDQKczphw+CsUfPw2rEjyG6uojQnsVc+UNzJQBJ06o96pAEJWVlaiqqooukr1XSXyUTYkkc3mg1AMsHUVFRVi4cKHm+s2bN2PatGlxy/Lz81FQUAC/34+Ghoa4dU1NTcjIyEBBQQF2796NrVu3onPnzrjtttswduxYXH311cjJiR/suYkdc8/ZOa9ZqgZwjjcRi+x67svKyjBlyhTVdWYztXHjRsyePRu7d+/GnDlzMH36dHuKdpgXcpAMoxkye+Do1my2VVxcjNmzZ2uuZ67U2ZErN+QJsC9TZrYtu/LyckyaNEl1nYyZcueRNknx/SsZDRo0CMuXL49b9sgjj6CmpgYDBw5Ep06d4tbl5eUhHA5H1/fu3RtdunQBAOTk5KC5udnVgyy3SYdP2GSacN0Is5mKZCg/Px9Hjx5NYaWpE7b5eCWV7xG7c+PUwZ3sOWOu4tlxQjAi1e8Fr2YKkDtXMmaKgyyXETW4EjE/lltMnDgR8+bNw6pVq3D33XcDACZMmIAFCxbgrrvuQkVFRfQ7WQUFBVi6dCleeOEFnHfeecjPl/gvCsWx+sffSkOUudGkgl6mpk2bhoqKCoRCIc0zjiQPWU9spGPGmCtvSPa9y1yJ43Sm0uMo2yNEf3oV2Z7eYEvUPp0c0PXt2xezZs2KW7ZgwQIAwPDhwzF8+PC4dfPnz09VabYTOS2CV2/P7+am49TdPPUydfXVV+Pqq692oCpKNTdnR0bMFQHMlUhOZ4qDLBew+9JA2S49fPOJVWjFCXT1xX+0W6PswL5FAUD7K1lkIzfcnl/mgaCTz1+nTp3QHKxHU90hZPtyo8tblGY0ox55eXnOFedCXpzTUebsGOHE6/H/Fq1HJrLQ0VcUt7xG+Q5/fXw/dL6SRW0wU3JK9WvSo0cP1AUO40TgCDJ9WdHlTUoDQmiFz+dLbUFJ4iBLYrINfqyw8gnW16HP0dc/EHuVf6Cf73QAwCFlL47gIPa37BFdInmI15q0KHl5eTgbF6Aa6zBEuQIdfB0QVAKoxjqcgyEcZBGzY8E3LZvQN3sAcpU89PL1AwDsVb5DMxrxXehrh6sjpzFT5vXp0weFOA9f4hNcoFyKDJ8frUoLvsQn+PDzNa4bZGU4XQC1F+gedP0AK/NoB8uXCGZkZGBn03bsxy4cVg7gmHIYO7EV3x3bhqysrMQbIKJ2NiprMQBnYjM+QUgJ4Ut8igE4ExuUNU6XRuRKWVlZ2FH7DXZiK44rR3BY2Y/92I2dTduRkcHDKyIrNil/Q0+cgi3YiJASRDXW4UwMwpAhQ5wuzTTbP8lqamrCjBkzonduGzdunOZjFb/iie8AJcPtgytAzHOfm5uL7TVfo7DgLChQsGX3l+jatauA6tzPTKZSwQ3vWTf8PUjF8/il8inO8v0I6/AO+qMQXyqf2r5Pt5AtV2pkyppMmXLyeenWrRu+3PUFzj+1GD748F3NduTm5ib+wTTghkwB8uSKmfrBN8rfcaqvCOvwLk7Hufhc+dDReqzyKYqiJH6YdS+++CKys7Mxbtw4jBkzJu72ipWVlaisrIz+f/PmzdJPAFtTU4OCggKny0jIbXX27NkTb7/9drv1+/btQyAQwKmnnupAdXLyWqYAd7xf3VAjEF+nWq4URcGnn36Kiy++2HWXXtjJa7ly4/tVVokyBQC7du1CZmYmTjnllFSXJy2vZQpw3/tVZolyFQ6HsWHDBlx00UVOlCeGYrOZM2cqq1evVhRFUUaMGKH72KFDh9pdTtLcUKOisE4v81qmFMUddbqhRkVxT52y8Vqu3FCjorijTjfUKCOvZUpR3FGnG2pUFPfUmQzbLxoeMGAAampqAIAfoRMJwEwRicdcEYnFTFG6s/0C0LFjx2LGjBk4ePAgxo8fb/fuiDyPmSISj7kiEouZonRn+yCrY8eOqKioMPTY8vJym6tJnhtqBFinl3ktU4A76nRDjYB76pSN13LlhhoBd9Tphhpl5LVMAe6o0w01Au6pMxm23/iCiIiIiIgonXAiByIiIiIiIoE4yCIiIiIiIhKIgywTgsEg/vSnP6XFdaREqcBMEYnHXBGJxUyRFVJML+2WWcEbGxvx05/+FM8884zTpWhasWIFtm7dikAggKKiImmfy02bNuGzzz5DU1MTDh8+jIceesjpkjyFmRLLDblipuzHXInjhkwBzJXdmCmx3JCrdMqUFJ9kLV26FKWlpZg8eTJeeuklp8vR1LVrV/To0cPpMnQNHToU999/PyZPnoxXXnnF6XI0DR48GFdeeSW2bt2Kyy+/3OlyPIeZEssNuWKm7MdcieOGTAHMld2YKbHckKt0ypQUg6w9e/agoKAAANDc3OxwNe7Wr18/AMCyZcswZcoUh6vRV1hYiIqKCjz77LNOl+I5zJRYbskVM2Uv5koct2QKYK7sxEyJ5ZZcpUumpBhkcVZwsVauXInCwsJo2GT0zjvvAAA6deqE+vp6h6vxHmZKPNlzxUzZj7kSS/ZMAcyV3Zgp8WTPVTplSorvZLllVnBFUfDKK6/gm2++weeff44LL7zQ6ZLaWb58OR577DEMHjwY9fX10n78XlNTg5kzZyIjIwMTJkxwuhzPYabEckOumCn7MVfiuCFTAHNlN2ZKLDfkKp0yxcmIiYiIiIiIBJLickEiIiIiIiKv4CCLiIiIiIhIIA6yiIiIiIiIBOIgi4iIiIiISCAOsoiIiIiIiATiIIuIiIiIiEggDrKIiIiIiIgE4iBLIvfffz8++ugjp8sg8hTmikgsZopILGbKmzjIksTcuXNx5plnorm52elSiDyDuSISi5kiEouZ8i6foiiK00Wku6eeegqXXHIJhgwZ4nQpRJ7BXBGJxUwRicVMeRs/yXJYbW0tampqGDAigZgrIrGYKSKxmCnv4yDLYStXrsSoUaOcLoPIU5grIrGYKSKxmCnv4yDLYfv374ff73e6DCJPYa6IxGKmiMRipryPgyyHjRkzBnfddReWLFmClpYWp8sh8gTmikgsZopILGbK+zjIcthZZ52FN954A0eOHMGtt97qdDlEnsBcEYnFTBGJxUx5XwenCyAgKysLhYWFCIfDTpdC5BnMFZFYzBSRWMyUt/EW7kRERERERALxckEiIiIiIiKBOMgiIiIiIiISiIMsIiIiIiIigTjIIiIiIiIiEoiDLCIiIiIiIoE4yCIiIiIiIhKIgywiIiIiIiKBOMgiIiIiIiISiIMsIiIiIiIigTjIIiIiIiIiEsiRQVZtbS3mzp2LcDjsxO6JPIeZIhKPuSISg1midNTBiZ3m5+fj6NGjePPNNzF69OiktrVjxw5MmzYNF154Ib7//nv06NEDDz74YLvHzZkzB3v37kVeXh5aWlrw6KOPwufzYefOnbjqqqswYMAAAEBdXR2Ki4uxYMECfPPNN3j55ZeRm5uLtWvXYsaMGSgpKcHPfvYzXHzxxWhtbcWOHTvw/PPPIzc3FwDwT//0T8jJyQEA+P1+rFq1yvDv8v7772Pp0qXo1asXfD4fpk+fHl2nVstFF10U9/MlJSX49NNP4ff7De3vo48+wp133oknnngCP/7xjw3XKcKBAwcwbdo0bNq0CZ999ll0uZHfk9oTmSlA+/WJ0MqdXp4impubcfHFF2PEiBGYPXu2boaNbE+PXqbUamnLLZnSer2Sff7SnehcGe0PWu9LrZ83u1yrHxqllqtwOKzbG2O5PVcA8Oc//xk7d+5Ez549sX37djz33HOqvyudlOoeBej//ddaZ3Z5onVW6G3PyO/tlnzp9X7Rz6ljFIds2rRJKSsrS3o769evV5YvXx79/7nnnqts2LAh7jGff/65Mnjw4Oj/x44dqyxdulRRFEU5fPiw8t5770XXTZ8+Xfnwww+VYDCoXHPNNUooFFIURVH27dunHDp0SAmFQsrDDz8cffzo0aOVF198Me7nrWhsbFTOOOMM5cSJE9Ea33//fUVRFM1a2gqHw6b3e8sttyirV6+2VHMyXnvtNWXFihXK0KFDo8uM/p6kTlSmFEX99YmllTutPMW65557lLKyMuXee+/V3ZaiaOfTCL1MadXSllsypfV6JfP80Ukic2W0P2i9L7V+3sxyvX5ohFauEvXGWG7P1f79+5X8/Pxor9L7XekHqexRen//tdaZXZ5oP4msXr26XUYTbS/R760o7smXVu9P5jmVjSOfZAFAcXExvv76awQCAWRmZlreTmlpadz/w+Ew8vLy4pZ9++230TO5AFBYWIhVq1bhuuuuQ48ePfCTn/wEANDS0oINGzZgxowZ+OSTT6AoCubPn4+mpib06NEDv/71r+Hz+TBt2jQAQDAYxPfff4+zzz47uu0vv/wSjz32GJqbm1FaWoprr70WAPDggw8iGAzC7/ejc+fOuP/+++NqXLduHU499VRkZ2cDAC699FKsXLkSV111FT777DPVWmKtWLECd955J9asWYPTTjsNL7zwAh544AH85je/wa5du/Ddd9/hzTffRJcuXXDnnXciEAigsLAQ33//fXQbajU++uijeOihh/D2229jw4YNWLVqFebOnYuioqK4/V9//fVoaGho9/pMmzYNl112Wbvl119/PdasWRO3zMjvSdpEZQpQf31iaeVOK08Rf/nLX3DppZeiuro6+n7Ry7De9pLJlFYtsWIztXr1as08AXA8U1qvV6LXgxITmSut/hBL732p9fNmluv1QyC5XOn1xggv5Kpjx47IyspCXV0dunXrhoaGBpx//vntHkfxUtmj9N6nWusAmFqut62rrroqYZbM1m3k93bTsaBW70/0HLiJY4MsAOjTpw8++OADjBw5EgDw1Vdf4b333lN97C233IL8/Hzd7S1btgwjR47EOeecE7e8tLQUDzzwAE6cOIHs7Gxs2LAhrslEvPzyy/i3f/s3AMCuXbuwbt06vPzyy+jatSt++ctfIisrCxMmTAAAvPPOO5gzZw5GjRqFkpKS6Db+4z/+AxdddBFCoRCuuOIKdO7cGc3Nzfjkk0/w7rvvAgB+/OMfY8SIEbjggguiP3fo0CF07tw5+v8uXbrg0KFDhmoBgNGjR+OJJ56I/v/WW2/FwoULcckll+CPf/wj7rjjDrz33nvIycnB9u3b8b//+78AgDfeeCP6+6jV+MADDyAYDOLFF19EVlYWlixZonpJxOuvv6772hhh5PckfaIzZYRW7mLzBABbtmzB119/jZkzZ6K6utrUttpuT+v9ajRTRmqJzZRWnn7+859j5cqV0mYqVtvXg4wTlSu1/nDFFVdE1yd6X2r9vJnlev0w2VxFtqHWGyO8kKsuXbrgz3/+M2688Ub07dsX/fv3x5lnnpn0dtNBqnqU3vtUa53Z5XrbMpIls3Ub4dZjwdje//e//z2p50Amjg2y5s6di5tvvhlLliyJhu3888+3fDZo9erVWL16NebOndtu3WmnnYbKyko8/PDDKCgowKBBg9C1a9d2j3vttdewfPlyACdf1HPOOSf6uMsuuwxr1qyJHvCPHDkSI0eORFlZGZ5++mn89re/BYDo94f8fj8uv/xyrF69Gh07dkRTUxNmzZoFABgwYABqamrwX//1X1i2bBk6deqE22+/HfX19dFa6urq0KtXL0O16ImcZSgoKEB9fT127NiBs846K7q+sLAQAFBdXa1aIwD8/ve/x3nnnYd///d/17zmfMyYMapnL6ZPn47LL788YZ3J/p4kPlNG6OUuNk/AyT+iOTk5mDVrFj766CO0trZi7ty5uPvuuxNuq+32tN6vRjOVqBYtbfMEnDxIkDVTsdq+HmSMyFyp9YfYQVai96XWz5tZPn36dM1+mGyuAO3eqMdtufriiy/w5z//GZ9//jk6dOiAe++9Fw899BAqKioM/Xy6SmWP6tWrl+b7VGud2eV629J7n1577bUIhUI4evQojh49ik8++QQA8Pjjj+vuKxkyHwu27f12PQdOcGSQNW/ePJxzzjkYOXIkZs2ahVAoBL/fr3tGo6ysDN27d1ddt3LlSnz44YeYN28e9u/fj127dmHYsGHYuXMnTjvtNABA9+7d8ac//QkAcPPNN7f7w79mzRoMGzYs+hH2xRdfjCNHjkRr27VrF4qKirBlyxb84x//iF6Ocfrpp+O7774DAGzduhUff/wxJk6cCADYvn07rrvuOvTq1Qvr1q3D1KlTAQAffPABzjzzTFx99dX4zW9+AwBoamrCrl270NLSguzsbHz88cfRGrVqMaLtl5nPO+88fPDBB9H/R2ofPHiwao3AycY/depUVFRU4F/+5V+iYYwl4uAtmd8z3YnOlJbYTGnlDmifJ+DkH+iIEydOoKGhIXrwqLctte1pvV+NZkqvFj1qNweQOVMRaq8HJSYyV1r9AfghV3rvS62fN7sc0O6HyeRKrzcm4rZc7d27F927d0eHDicPofr27Yvdu3cnvV0vS3WPGjZsmObff611ZpfrbSsUCmm+TyOXIK5ZswZr1qyJu4T79NNP19xXMmQ9FtTq/XY8B07wKYqipHKHb731FjZu3Ig//OEPAIDf/e53GDVqlOVrLTdu3Ijhw4dHL0tobGzEHXfcgbKyMhQWFkavS73iiitw+eWXIzs7G+eeey7GjRsXt52bbroJ8+fPR8+ePaPLli1bhg8++AAFBQXYvXs35s+fj3379uG+++7DhRdeiEAggK+//hpPPvkk+vTpg3379mHy5MkYMmQI6urqEAgE8MQTTyAjIwOPPPIIGhsb0blzZ9TW1mLWrFnt7vzy3nvv4fXXX0dBQQEyMzPj7qaiVkvsmYSVK1di8uTJuPHGGzFr1iy89957KC8vx80334wJEybgV7/6FfLz8/Hss89ixowZaGlpwYABA/Duu+/inHPOwdy5czFv3rx2NS5cuBDPPPMM3nzzTdx3333YtGkTnnzySQwfPtzS6xWxdu1aLFq0CG+//TZuv/123HvvvcjNzU34e1J7ojMFqL8+2dnZ0UwdOXJENXeRTx3V8hSxZMkSPPXUU2htbcUdd9yBoqIi3W1pbS/ZTKnVctNNN0XXxWbqqquu0sxTz549MXnyZEczpZUnveeP9InOlVZ/ABDXqwD196XWzx84cMDU8oyMDN1+aDVXO3bs0OyNsbyQq1AohDvvvBM5OTno1q0bNm/ejLlz56Jv376W9+VlTvSo0047Tffvv9Y6s8v11iXKktogK9G+Ev2td9OxoNbx+4QJExL2brdI+SCrubk57g1x4sQJnDhxAt26dUtlGUSewUwRicdcEYnBLFG6Svkgi4iIiIiIyMsynC6AiIiIiIjISzjIIiIiIiIiEoiDLCIiIiIiIoE4yCKpvVbVFy882SfxA4nIkNraWtz5q3zU1tY6XQqRZzw/rw9eq+LdBYlE2bdvH+4uz0dTU5PTpVhm+zxZoVAI8+bNQ69evXDs2DFMnjxZ87G555+N3nf9Ssh+M/NbhGyHjAvUZlv+2Z3l97Vb9t5r/TGv8hhyczPQOe8UXD9xXzLleYZTmQKYq1RLJlNA+1y1tLTg+tH9cMGgbIz7135Y+V4tsrOT24dXsFelD9G96tWqvli8rB6NTWHkd+uPn1z/fTLleQYzlT5E96r6+nr8fPQZ+KehORh/fS+8/tfj7aaScAPbB1l//etfsWvXLuTm5mLIkCFx6yorK1FZWRn9f/DQQYbDxUS+dtVrTsV/PHQYK//nFORk+/DTf9uLvr0H4NJRe4Ttw62YqfQh8rULh8OYcFNPXHdNJ/z21m546vljuO0XBXjx9eOqk8GmG+YqfYh87T766wA8/nQt3nmlH5qaFVw7fh8W9jwVxT/eJWwfbsVMpQ+Rr10gEMANY/rgzl93w43/2hl/nH0E90zqiXn/7b6rL2y/hfusWbOgKAoeeOABXHPNNXjrrbc0H5tzRj8MmHW7neUY1qtbvdMlRB061tnpEmy3fdy06L/37t2La0cW4uVn++LsM7MAAHv2BvCvt+zDa8s246yzznKqTCkwU8lLh0wB8bma+u/dEQoDj/3hhwmJ7/tjDbKzfJg576gT5UmFuUpOOmZq27ZtuGHsj7Bi0Snof0omAODrba0Y/9v9eOvdf+CUU05xqkwpMFPJS7dcKYqCX/+yG84qzMR9d3SPLrvt7oMYfF427ple42SZptn+SVbv3r2j11OGw2G7dydVOEQR9Tu5JazzHv0Rbr+jI/JPb8WhUCsAILsP8Ps/dMKj00vw/P8cd7hCZzFTyUu3TB05cgRvf9iAt/7aA4dCDdHl9/5nDv5l1BHce+QIevTo4WCFzmOukpNumQKAWTNK8fs/dEJW7xYcCp08k9/jDGDSbzti3qOD8Nj89D55wUwlL91ytW3bNny79wQefqxjXK96eFYervxJDe7+QxgZGe65nYTtg6zrr78eU6dOxX//93/jZz/7mX4x/pB0ITmz62Hbtv3t8Z6JHySQbM+tllD2rSjouaDd8oKeGQhljkl5PbJxe6YA+3LFTKkLBoPo0T0DGRnxlwVmZPjQo3sGQqGQQ5XJw+258kqvku151RPKHIOCnu0/nSnomYFvs291oCK5uD1TAHtVqgWDQRT09Le7hD0ry4dOnd0zuIqwfZDVuXNnPPXUU3bvxhQ7m5EZiepIdQjJHWTMFCBHrozUwFyRGhlzJUOmAPYqskbGTAFy5Iq9Kj3YPsiyk91BOb+TtbvZfdUg5jpsvd+P4SO72Jkrq5kCmCtyL/YqIvHYq0h2Ug2ycvzBlJ1hSCZAVrYtKnQRRp8n2YMo+vVuamrCjBkzMHDgQPTu3Rvjxo0DcHK+hVdffRV5eXno06dPwksXvMIrmVLbvuhMAd44u8hM2c8ruWKvMo65spdXMqW2ffYqdemQKakGWaIkE6DBueq3Xd3UfKrlbQI/1GRH2PTI8LF4Ki1duhSlpaUYN24cxowZEw1ZRUUFzj33XNTV1eHaa691uEr3YaZ+wEwxU6LImqtUZwpgrpgrMWTNFMBeZTcZM+WaQZaIMw9aATL7s8kEzqkG5jbfBjshrzUvbtnOwAls27YNJSUl0WXl5eUoLy+P/n/Pnj0YNmwYAKC5uTm6fOvWrbjxxhtRWFiIqVOn4oUXXrD5N5CfqLN5VnPV9ues5oqZMqY+3AGbWru1X67UYdGiRVi8eHF0WWyumClzvNCrnDoodKNvAp3R0poTt2xHsBHV1dXsVYKwV6WX2nCWaq9qCteisrISVVVV0WWy9yqpBlk5/kDSYUqmOaUCA9aemde8qKgICxcu1Fw/YMAA1NScnEchNzc3urx3797o0qULunXrhtpa901oZ5VbMpXsmUKKZ/Y1Lysrw5QpU1TXMVPtuSVXyWCvas/Ma15cXIzZs2drrmeu4rklU+xVYpl9zcvLyzFp0iTVdTJmSqpBlhFmQzQ465jhx6qNnOPWJxmudGtadl/3rGbs2LGYMWMGDh48iPHjx+O2225DVVUV7rnnHixYsADdunXDPffck/K6ZGcmV8yUc5gp92Cvcg/myj3Yq9yBmTpJqkFWR1+rpTMRZoKkRStgDJY2J0KUSMeOHVFRURH9f+Sa3MGDB2Pw4MFOleUo2TIFJJcrZiq1mKn22KvchblyB9kyBbBXaWGmjJFqkKVHRJDaEtWsvBwkwJ4wyX6pjFd09LVqrrMjU4B6rpipeHY1KObKeexVzmGvcq9U9ypmyhj2quRINcjKzQgZDlMvfycAwKFQg+n9tA1XolB5PUSxRAYqmRDtaOkNNPeIW3agxR0zlsvETKYA67myMrBirqyxmqu6cK7qa1IXqkm2pLTDXuU8GTIFAN+0nILjzZ3jlu1oOYLOGo8ndVZ6lYhMAcxVLBlyVRvKU31NmsN7ky0p5aQaZLUVaU5GH6MVOKONKp2CFMupu2HZ9UkKaTOSqdjHJZspID1z5dTdsJgpZ7BXpQZ7VfpIdaaA9MwVe5W9pBpkZSLD8EFghFqwEoUqHYPUVirv4iNLmGpra3H22Wfj0KFDTpeSMqnKFMBcAanLFTPlLPaq1GGvSg/sVallx3xiqo9N80xJNcjSon+GotsP/08iTGozY3txIrdUBMvsZTQiac34DQALFy7EGWecIXyfbqXdoLrFL7N44JcumQKs54qZ8hb2KnHYq5grgJkSjb0qtaQbZFn5yFcrSGrBMUPr590aPivhMhIsq2cqIq+1yLBpzfi9f/9+dO7cGXl5eQm24D16163H5srIYIqZak+mXMW+1qJyxUypY6+yj0yZAtirUoW9yl5mc2XnlRXp0qukGmTVhX3RIBk9K5FskKyI7NNNYbMjXKI+Bj4UakCfNst2NvfEiYa+cctqm2pRs20bSkpKostiZ/sGtGf8/stf/oK7774bL7/8spCa3SI2U0BqmpMVsfv0aq5SmSmgfa4agjmqr3dDKBuLFi3C4sWLo8tic8VMtcdeZR/RvcrOTAHAt029cKQhP27ZgWYflOpq9ioT2KvsI/PxH9A+V8cCuaqvd3M4C5WVlaiqqoouk71XSTXIalKy8D81w+KWaYXo0DEx9+7p1c36Hevc0sBkPRCM/YPatnFpKSoqwsKFCzXXa834ffDgQTz//PPYu3cvnnvuOUycONFKya7jtkwB6ZkrkQ3LSq7KysowZcoU1XXMVHtuy1U6ZgpwtlcVFxdj9uzZmuuZq3huyxRwsj7ZM2WW7L2qvLwckyZNUl0nY6akGmQda82NhkpUiBKJ7CfZBuaFoIlsWkbnoIicrRh5uqHNJqQ14/fjjz+OdevWwefzoXv37mJ25gKxmQJSk6vYfXg1V0YPBkUfCBq9/bDIXDFT7bFXOYu9ynuc7FVePoHBXuVspqQaZAVDfhw61hmB2mwh28vMbzH82EPHOns6aIkYvfZWb2b0do/V+S6CXR/za834DQDDhg3Dli1bbNmvrCKZAsBcScpqpoD4XLXN1KFjnYGLkioNADOlhr1KPJEHg4DxXCW6LI29KjWc7FXpMNgSgb3KPKkGWUrQJyxcwA9BNRM0r13qZNds3RFGvo+gGihKCdGZApgro6xOxMhMyY+9yl2MzjfGXDnHrl6VyhMYgDs/LWavso9UgyxfyIfMo8ZKCnQPGt6umaCJCBngvi9HRsKiFjajk/cZCZPRP6J7G7uioc32GusV5CNk6OfpJLsyBZhvYCK4KVexuTGTKytNykiuGoNZqmflmwJZCX+W4rFXOUe2XrW7vhuOtNne8cZG/MjQT1OEnZkCzH1anKy27y/Zc6WXqdj1bdnVq+oDOaq96kRIqiGLISmp+J//+Z/x8MMP47LLLhO2zUgYjYbNiQPCCCOXG9gVwq8aTjH1aZbRMAFiAmX0jyq1JzpXZjNlhqgDwliJciVTY7PapADzuWKmrGOvYq/SwlxZ56ZeZQe39KpkMgWwV6mx/Td89913bb03febRDq4Jmh69ECYbQLPNi4GSn525SodMAcnlSkSmAB78yYS9yhj2KjLDbb3KjhOCibBXeZetv7GiKNiwYUPcXBGxKisrUVlZGf1/qLHRznIMcyJkekR89Gx05nOtfQIMlSz0ciVrpmSU7GVSdmUK4AFgqrFXicFeRbHYq8Rgr3IvW5+BpUuX4rrrrsMrr7yiur7t5Hw5/QeY3ofRsxhOXX5hB9FfWDY7F4XMoWpqasKMGTMwcOBA9O7dO3p3mYqKCuTn5+Orr77CpEmTcM455zhaZzL0ciUiU+nIju+liGpUgLO5SvdMAexVVrFXaUv3XLFXWSNzr2Km2rP1Gdm5cydqamqwYcMGNDY24uyzz0ZBQYGdu0wrZsOW6CNpmQ4Aaxs6oqVNPS31Tdi2Lf6sWNs/1EuXLkVpaSnGjRuHMWPGREM2fvx49OvXD2+88Qbef/99Vzcuu3Nl1yVNsp111+LVXLUG/aq1tAY7YNGiRVi8eHF0WWyumClKllczBQBH6/PQ2KaepoaOqK6uZq+SpFeZPXHBXhUv1QOrE60dVGsJhvyorKxEVVVVdJnsvcrWQda9996LnTt34q233oLf70fXrl2Fbt/O69vdErIIK3N56N1KU9Yz60VFRVi4cKHm+j179mDYsJOzxjc3N0eX9+vXDwDw6aefYsqUKfYWaTM7c2UmU1bOuKdzrmTNFACUlZVp5oKZSh571Q/SpVcVFxdj9uzZmuuZq+R44fuNIpnNlRszBZwcVE2aNEl1nYyZsv2ZOu2007BixQrh27X7YBBwX/NKJJlQAc5/FGzEgAEDUFNTAwDIzc2NLlcUBU8//TQmTZqExsbGlM/6LZoduUpV0/JSrhLN+eGFXDFTyWGvMo+9irnSk4peJWKCYpkk26uYKWvkf9ZUpPIMRuwb02jY7JhszUzQje7fK80q1tixYzFjxgwcPHgQ48ePx2233Yaqqircd999+O677/Dll1+ib9++mD59utOlSsVsppL93ogMuWKmjGGmrEn1mXYZMmVm32b2z1xRhOy9iplyjoyZctUzaKVpifwSsZMzVYvYt9HJFd0WrFgdO3ZERUVF9P+Ra3Iff/xxp0qSntOXXTiVK2bKGGbKPPaq5DBXpCbVA6y22KvkJmOmXPNsOn0g6DZGAwW4O1RkndVMeenuZ2YxV5QIe5U5zBQlwkyZx1zJQfpnNplwpcPBoJkgxZI9VKH6zHa/W7Auy6FqvIUNS59XMxUOZKj+buFAhgPVeA97lT6v5ipYl4WMNr9bqCET8DlUkIewV+nzaqbCrX7V300Jui9U0j7TXgyX1UAkS/ZAUWqIyJRsB4NOZQpgrugk9ipxmCkC2KtEY66cI90zL6phOREwJ0MUy45AZdW2X9aaL3w3ZAO3HwTKkCu7mhRz5V7sVcljr6JY7FXJY6+Si1SDLMWvOF2CYU6HKVXNycjjZQqa1ozfW7ZsweLFi+Hz+XDTTTe5eoJHM5gpc2TJFTMlN+bKOFkyBTBXMmOmjJMhU5GfYab0JXylduzYgddffx11dXXo378/hg0bhgsuuCAFpcnBzjA59RGulTC5hdaM30888QQeffRRAMDvf/97VFZWOlkmc2VTrpy8LMKruWKm3IG9yl2YK/l5MVOAd3MlY6YSvsqrV6/Gz3/+c+zevRtPP/00Vq5ciQMHDuB3v/sdxo8fn4oaLQnUZpu6DMOOMMlwHazdYUr2LIbW5QH+en+75y983I9t27ahpKQkuqy8vBzl5eXR/2vN+P3999+jZ8+e0cc4LR1yxUw5Ry1XGa0+1ecvI+DDokWLsHjx4uiy2FwxU/ZyulfJkCnAvb2qw3E/MnPjn8NAnR/Vu6rZqxzEXuXiXtWSofr8+YI+VFZWoqqqKrpM9l6V8F0QCoXQ0NCAK6+8Env27MEtt9yC1tZWLF26FM888wxuv/32VNRpSao+0mWYzLN67XVRUREWLlyouV5rxu/+/fvj8OHD0cc4jblKzOlcOZWpZA4GreaqrKwMU6ZMUV3HTNmPmZKX1UwVFxdj9uzZmuuZK/sxV/ZyoleVl5dj0qRJqutkzFTCd0Z5eTmefPJJTJkyBV26dEGPHj1QWFiI0tJSLF26NBU1SkdEoNzYbNqyGjA7v9yqNeP3Pffcg/nz58Pn8+Gee+6xbf9GMVfxmKnkMFPMlBrm6iT2KuuYq3jMVHLSLVM+RVEMfdswGAzigw8+wN/+9jfs378fPXv2xE033YRBgwYJKyb71P7o+/u7hG1PFLOhSpcAmW1ceuHaWX5f9N/33nsvFtefQMfCM+Me03JgP/659qDuJ1luY3eumCl3sXIwaCRXBw8eROEVP8Ypt5a3e8y+Fyrxjw/XolevXuZ3LiH2KuOYK3VGe9Utt9yC1fm9kd2nb9xjmnZsx01dO+p+kuU27FXGMFPajOTqq6++wrCbJ6D3Db9o95g9/98cNO3eiYwM98ztaPjd06FDB4wYMQIjRoywsx5pGA1WugSqLZFNK52lU66YKfGYq/aYKXXpmiv2KjGYq/bSNVNmpXOmnP8ykSQYKvtYCVhmffvnOlwnqCBKGSO5YqZOMnMwaCVTGUH159oXML0pchB7lX0s9ao6IKvNV38C9QC6iqmJUoO9yjjbe1WrRq8Kmd6U49J6kCUiVDmCQ3dC580rcl96+0nE7oCRuzFX9mKm0g8zZQ17FelJlCsjg6pUvddTmV9RmKk0HGQlGyrRb/RUb7/tfuwMGgOWPpLJVSre86nMlZVMyTShI8mBmYrfD3sVJSvZkxVeOf6L7Iu9yn5pMciy2qxS+YZ3itWgEdmdq9wjITT38Jusynl2ZooHg97GXqWNvYqs0suViEEVe1V77FUneXaQZaVZ6QUq94j5i0HdGLpEjJ7FkClgBw4cwLx589C1a1dceumluPzyy6Prpk2bhsLCQmzYsAEzZszwzB3W7CD6ANBIpto+xi2Z8voBITMlDnuVPdir0hd7lXHsVfZmylODLCtnK9RCZaVJqYndjsyBkzFkWfXtXxulDti2dxtKSkqiy2Jn+9ZSVVWFsWPH4sILL8QNN9wQF7Lbb78d/fr1Q319PdavX49Ro0YJ/T3cTtQBYLplSkYZAfXXxh8AFi1ahMWLF0eXJcoVM5Uc9irvyK4Dctq8nIEGoLq6mr0qhdirvMPfov7aZASByspKVFVVRZfJ3qtcPcgS0aj0ApVT09Ju2YkCazOIR/bDsCWnqKhId56szZs3Y9q0aXHL8vPzUVBQAL/fj4aGhrh1/fr1QzAYxK5du6SeuT6VzObKbKMSlSs2MXHKysowZcoU1XXMVPLYq8SQ8YSgluLiYt15spir5KRiUMVeJZ/y8nJMmjRJdZ2MmbJ9kLVixQps3boVgUAARUVFGDdunOVtiQiVWqDUgqQl9rHJhi2W14KXebSDI5dhDBo0CMuXL49b9sgjj6CmpgYDBw5Ep06d4ta1trZi/vz5ePDBB3Hw4EEMGDAghdVaIzJTQPKDqmQzFfv4ZA8MYzmdKTcdEOpJh0wB3u1VIjMFOJ8r0dir7MNe1Z6MvcorZMyU7YOsoUOHYvTo0Th+/DgmTpxoOGR2NCmzYUolox9ROx3GrFrj17o71bzamjhxIubNm4dVq1bh7rvvBgBMmDABCxYswC9+8Qvk5ORg6tSpGDRoECZPnuxssQbYlSmgfa6MnPmTNVduyZQZkdfQ6Vx5LVOAd3tVTk2L5QNCNW7JFXuV85zMFMBeZZQdJwTZq06yfZDVr18/AMCyZcvaXY5SWVmJysrK6P/DdU2q4bJ6OUXbQGUerDdUc6B3Z0OPc4JdX640EzKzzctpffv2xaxZs+KWLViwAADw+uuvO1BRckRkChB38GckV27KFJD6A0QzmQKcz5XXMgU416usZgowliuRAywz2KvM81qu2KvEYq8yz+lMpeS3X7lyJQoLC6OBi2j7hbXcPgOEhMlog1JjNGBONa62RF7ra1fzsiK7Lozc7PjXOXw8DOTZt083SXWmAOu5krlpaRH1vRSzmQLsy5W/Vb1JZwQUe3boQl7sVbJw6rtetveqY2HkKvGvc0td2L4dugx7lb282avC6r0q6L5eZfsga/ny5XjssccwePBg1NfX46WXXtJ8bEbI3Bk/tSApBw5B7WXw9dG/NaOZcMkywGpLxFwNVoIWYSZwRmZSJ3UiMwVYz1WiTAHuz5WIBmb2UgyruWKmkiNDr2KmjGGm3IG9KnWczhWP/9TZPsgaM2YMxowZY+ixvuDJN0pskLTOSGgNptptU+Dgyg1EBQ0wf42umeCkw+SZdkk2U4B2cwKQMFeiGxYgZ9OKlewJDKuZAozniplKDntVaiXbq2Lf7+xVcmKvSj2nehUzpc75i5Bj+JuD6Lz5MADjIWrLSKgA6w1L9oBFiPpUK5aR0BkJj2xfRv32228xevRobNmyxdE67BCbKcDeXKVDpgAxJzAijDayRLkScdcskbycKUD+XuWWTAHsVWZ4OVfsVeI41ausZArwdq+SapCFQCAaLKOMNioguTOBbglXLNHXwBs9+2AkRMl8F8EsvRm/AeC1115D3759U1ZPSlnIFGD/yQrAnZkCxOaKmXIp9iqh2KtOSutcsVcJx17lfKbkGmQZkKpGFeHWcMUSfZcnM5P3tQ1T27NToXr7w6Y34/cXX3yB4uJirFq1yvY6ZGUmU0DyufJCpgCxN50xOyFmbK7UzviG6uvh72zf5WXMlL5UZwrwRq7Yq5grPexV1jjVqxJlCvB+r5JykGU2SIDY69W9EiwtRudk0GMlTGq0wpV1rBU5iN9HsLEV2xq3oaSkJLqs7R2KzM74/eabb2LatGmYM2dOgkrdz8lcMVOJGblLVjK5ymgNq+7D3xrGokWLsHjx4uiy2FwxU9rYq+zlhl6VXduKnNb4fWQdC6C6upq9yiL2KvukslcZudRTLVf+E+q9yhdUUFlZiaqqqugy2XuVXIOszExbr6fV4vVQJUPrWlmtRmWFmT+oRUVFWLhwoeZ6MzN+19bWoqGhAc8++yz27t2LV199FTfccIPp+qXGTElJZJPSYiZXZWVl7eaxiWCmVDBX0jHSq1KZqeLiYsyePVtzPXPVBjMlJdl6VXl5OSZNmqS6TsZMyTXI+j923UWJYdKm98VDvbv7GGXlzJQoejN+z5o1C++++y58Ph+6d+/uWI12s/POZMyVNjtzxUw5j70q9dirvJ0r9qrUS3TjiWRPqqdzpqQaZCmZGbw23WZG7uJitVE5femMFr0ZvwFgxIgRnrxbE8BMpYLROyNZyRUzJScRuWKmtNmZKcCZ78wZkc65Yq+yH3vVSanMlFSDrEQYHn3J3AZT724vseFK9Y1HyH7MlT6ruWKm0hczpY+9iqxgrvSxV8lHqkFWuEMGQ2RCsnMLGL2Npl6w7AqSv7YZmS3x9XVoabRlX17GTJnj5Uz5WoKq9flagrbsz8uYK3OczpWdB3wdjjQis6FNr2pqAmBh5vE0xkyZ43SmAPtyldEcUO9VgeRv2pFqUg2yyJhUhQtIz7klKD3ZdXZdDXNF6YC9ikg8N/QqZuokTwyyRE1gmIiIW1+KcKIgO6mQ8bpnMoK5Mo6ZIiOYKXOYKzKCuTKOmUotqQZZSofUhcUKM7XZHcbYN3myZwv1tm23VLzeejN+f/XVV1i7di2CwSBKS0sxbNgw2+tJJdkzBciZKzdnCrD/NU/nTAHy50rGTAHuzhV7lb1kzxQgZ67cnCnA+71KqkGWlxh544gKoZNnFWT/owjoz/g9c+ZMjBw5EocOHcL555/vYJVkRKL3GzOVGsyUd7BXyYO58g72Kjk4nSkOshyk9wZ16mNpaUJztBZKXU7cIiVUi23bDqCkpCS6LHa2b8D8jN8bN27E7NmzsXv3bsyZMwfTp0+34ZehVGGmdLS2qN+Gt6UVixYtwuLFi6OLYnPFTBFzpU05fBSKP34qViV4DNXVR9irSBMzpePECfVeFQiisrISVVVV0UWy9yqpBllhP3DCgRvy5NSmfp+JSPNmt5nZ17uoqAgLFy7UXG9mxm8A6N27N7p06YL8/HwcPXrUXDEuwEz9gJnSVlZWhilTpqiuY6baY65+wFypKy4uxuzZszXXM1fxmKkfMFPaysvLMWnSJNV1MmZKqkGWU+wOtowhNsOJP3wi6c34PW3aNFRUVCAUCmkGl8xLxXvGzblipsgK9ip9zBWZxV6lj5lKDgdZKZDsmzSZgLo9ICLozfh99dVX4+qrr3agKkoWc+UcZsqbmClnMVfelMx7O9kBWrrnyulMcZDlAukYEsXEUiIr0i5XGvFhqkiUtMsUAPUEMVUkRjpmSjs97suVVIMspQPQmgZvqCxJPzqW5bl/74m/4QB2oyvy4PP5AACKouAf2ISji7oD2l/JojbSJVMAc6WnW7duaAk1obZuF7r4ukeXH1eOohVN6Natm3PFuVC65IqZ0rd+0ZeoQy3OxdC4XrULX+Ldx48D2l/JojbSJVMAc6Wnf//+qA8cRl1gH/J8P8zpdVQ5iAz4ojlzC6kGWelChjeyzKqVdTjDdz62YROKlMHw+Xz4B75GB3TAlvAGp8sjSTFX2rKzs7Hpu40oLhyCwcolyPXloVlpxNfYiOrv/o6srCynSyQJMVP6toQ3YmDGWfgHvkYhzoOiKPgGX6AzuqFaWed0eSQp5kpb165d8bfqD3FJ8RUYolyGbF8OGpTj2I4v8e3BbzjIaqupqQkzZszAwIED0bt3b4wbN87uXZIHfBvejH4Zp2M3tiNTyUI9jmF/cLfrAmYHZoqsOP3007H6s/dxVekIDFIuxpf4FKs/ex+nn36606VJgbkis3w+H3YGv0GfDgOwT9mFAFoQQgjfhjc7XZoUmCmy4kc/+hHOwo9QjXU4XynBZqzHhq2folevXk6XZprtg6ylS5eitLQU48aNw5gxY6QMWaB70OkSojKPyvPhopPPi8/nw67W7eibNQAhBLG3cTf8/vS4rWkibsgUwFypcfo5KSkpwek4F5/ifQzCRXHz+KQ7N+TK6fdPLFkyBTj7vPj9fuxs2I5+nU5FB3TA/tY9PBn4f9yQKUCeXDFTP/hc+X8431eK9fgAF+BSnH322Y7WY5Xtr+iePXswbNgwAEBzc3PcusrKSlRWVv6w4HANur7+kt0lJaWmpgYFBQVOl5GQ2+r86dJVePvtt+PWZWZm4kDgeyiKgszMTIcqlI/XMgW44/3qhhqB+DrVcvWF8jGam5uRm5vrRHnS8lqu3Ph+lVWiTOXl5aGmdT98Ph86dJDnQNlpXssU4L73q8wS5eor5TPX9yrb/xoMGDAANTU1ANDuiWo7A3pJSQk2bJD7OzduqBHwTp1sWO15LVOAO+p0Q42AsTrd3LTs4rVcuaFGwB11GqmRJwLb81qmAHfU6YYagfToVbYfwY4dOxYzZszAwYMHMX78eLt3R+R5zBSReMwVkVjMFKU72wdZHTt2REVFhd27IUobzBSReMwVkVjMFKW7DKcLiBX70bGs3FAjwDrpJLc8v26o0w01Au6p083c8By7oUbAHXW6oUa3c8tz7IY63VAj4J46k+FTFMV9UygTERERERFJSqpPsoiIiIiIiNyOgywTgsEg/vSnP6XFR5xEqcBMEYnHXBGJxUyRFVLcH9sts4I3Njbipz/9KZ555hmnS9G0YsUKbN26FYFAAEVFRdI+l5s2bcJnn32GpqYmHD58GA899JDTJXkKMyWWG3LFTNmPuRLHDZkCmCu7MVNiuSFX6ZQpKT7JiswKPnnyZLz0kryT0XXt2hU9evRwugxdQ4cOxf3334/JkyfjlVdecbocTYMHD8aVV16JrVu34vLLL3e6HM9hpsRyQ66YKfsxV+K4IVMAc2U3ZkosN+QqnTIlxSBrz5490Vmf284KTub069cPALBs2TJMmTLF4Wr0FRYWoqKiAs8++6zTpXgOMyWWW3LFTNmLuRLHLZkCmCs7MVNiuSVX6ZIpKQZZerOCk3krV65EYWFhNGwyeueddwAAnTp1Qn19vcPVeA8zJZ7suWKm7MdciSV7pgDmym7MlHiy5yqdMiXFd7LcMiu4oih45ZVX8M033+Dzzz/HhRde6HRJ7SxfvhyPPfYYBg8ejPr6emk/fq+pqcHMmTORkZGBCRMmOF2O5zBTYrkhV8yU/ZgrcdyQKYC5shszJZYbcpVOmeI8WURERERERAJJcbkgERERERGRV3CQRUREREREJBAHWURERERERAJxkEVERERERCQQB1lEREREREQCcZBFREREREQkEAdZREREREREAnGQJZH7778fH330kdNlEHkKc0UkFjNFJBYz5U0cZEli7ty5OPPMM9Hc3Ox0KUSewVwRicVMEYnFTHmXT1EUxeki0t1TTz2FSy65BEOGDHG6FCLPYK6IxGKmiMRipryNn2Q5rLa2FjU1NQwYkUDMFZFYzBSRWMyU93GQ5bCVK1di1KhRTpdB5CnMFZFYzBSRWMyU93GQ5bD9+/fD7/c7XQaRpzBXRGIxU0RiMVPex0GWw8aMGYO77roLS5YsQUtLi9PlEHkCc0UkFjNFJBYz5X0cZDnsrLPOwhtvvIEjR47g1ltvdbocIk9grojEYqaIxGKmvK+D0wUQkJWVhcLCQoTDYadLIfIM5opILGaKSCxmytt4C3ciIiIiIiKBeLkgERERERGRQBxkERERERERCcRBFhERERERkUAcZBEREREREQnEQRYREREREZFAHGQREREREREJxEEWERERERGRQBxkERERERERCfT/A1Rt/ViChEoSAAAAAElFTkSuQmCC", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# create the FourierCurrentPotentialField object from the constant offset surface we found in the previous cell\n", + "surface_current_field_helical = FourierCurrentPotentialField.from_surface(\n", + " surf,\n", + " I=0, # this will be overwritten with the `solve_regularized_surface_current` call\n", + " # manually setting G to value needed to provide the equilibrium's toroidal flux\n", + " G=np.asarray(\n", + " [\n", + " -eq.compute(\"G\", grid=LinearGrid(rho=np.array(1.0)))[\"G\"][0]\n", + " / mu_0\n", + " * 2\n", + " * np.pi\n", + " ]\n", + " ),\n", + " # set symmetry of the current potential, \"sin\" is usually expected for stellarator-symmetric surfaces and equilibria\n", + " sym_Phi=\"sin\",\n", + ")\n", + "# we use the same grids from the above cells\n", + "surface_current_field_helical.change_Phi_resolution(M=8, N=8)\n", + "\n", + "# solve_regularized_surface_current method runs the REGCOIL-like algorithm\n", + "fields_helical, data_helical = solve_regularized_surface_current(\n", + " surface_current_field_helical, # the surface current field whose geometry and Phi resolution will be used\n", + " eq=eq, # the Equilibrium object to minimize Bn on the surface of\n", + " source_grid=sgrid, # source grid\n", + " eval_grid=eval_grid, # evaluation grid\n", + " current_helicity=(\n", + " 1 * surface_current_field_helical.NFP,\n", + " -1,\n", + " ), # pair of integers (M_coil, N_coil), determines topology of contours (almost like QS helicity),\n", + " # M_coil is the number of times the coil transits poloidally before closing back on itself (since it is helical now,\n", + " # we want this to be num_turns_per_FP * NFP) and N_coil is the toroidal analog (if M_coil!=0 and N_coil=0, we have\n", + " # modular coils, if both M_coil and N_coil are nonzero, we have helical coils)\n", + " # # we pass in an array to perform scan over the regularization parameter (which we call lambda_regularization)\n", + " # to see tradeoff between Bn and current complexity\n", + " lambda_regularization=lambda_regularization,\n", + " # lambda_regularization can also be just a single number in which case no scan is performed\n", + " vacuum=True, # this is a vacuum equilibrium, so no need to calculate the Bn contribution from the plasma currents\n", + " # there are two different regularizations available, \"simple\" penalizes the Phi_mn current potential components only,\n", + " # which is cheaper than the \"regcoil\" regularization, with the tradeoff that chi^2_K is not guaranteed to monotonically decrease\n", + " regularization_type=\"simple\",\n", + ")\n", + "surface_current_field_helical = fields_helical[0]\n", + "plot_regcoil_outputs(surface_current_field_helical, data_helical, eq, vacuum=True);" + ] + }, + { + "cell_type": "markdown", + "id": "7f829844-000c-4575-9b40-9e903beaca58", + "metadata": {}, + "source": [ + "From both of the above calculations, we can see that there is an optimal tradeoff between complexity and normal field error to be roughly $\\lambda_{regularization}=1e-19$, so we will set the `surface_current_field` objects with the corresponding `Phi_mn`" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "152747b0-15e5-4a4c-8ba5-00639727ccea", + "metadata": {}, + "outputs": [], + "source": [ + "# index 8 corresponds to lambda_regularization=~1e-19\n", + "surface_current_field.Phi_mn = data[\"Phi_mn\"][8]\n", + "surface_current_field_helical.Phi_mn = data_helical[\"Phi_mn\"][8]" + ] + }, + { + "cell_type": "markdown", + "id": "632b6318-fef4-4913-85fb-1e139394cd16", + "metadata": { + "tags": [] + }, + "source": [ + "## REGCOIL Algorithm with `QuadraticFlux` and `SurfaceCurrentRegularization` Objective Functions" + ] + }, + { + "cell_type": "markdown", + "id": "63ec8c37-3373-47c5-b43e-e25d1b3d18d8", + "metadata": {}, + "source": [ + "Alternatively, we can solve a similar problem using the optimization framework of DESC, by using two objectives, a `QuadraticFlux` objective targeting the normal field errors on the plasma surface from the field, and a `SurfaceCurrentRegularization` objective to add the regularization based off of the surface current magnitude. This is the same problem as is solved above, but in a way that could be combined with other optimization objectives." + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "ac85030f", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Building objective: Quadratic flux\n", + "Precomputing transforms\n", + "Building objective: surface-current-regularization\n", + "Precomputing transforms\n", + "Building objective: fixed parameters\n", + "Number of parameters: 312\n", + "Number of objectives: 3362\n", + "\n", + "Starting optimization\n", + "Using method: lsq-exact\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/Users/dpanici/Research/DESC/desc/optimize/least_squares.py:346: RuntimeWarning: invalid value encountered in scalar divide\n", + " alpha *= tr_old / trust_radius\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Warning: Maximum number of iterations has been exceeded.\n", + " Current function value: 6.650e-08\n", + " Total delta_x: 3.627e+03\n", + " Iterations: 1\n", + " Function evaluations: 2\n", + " Jacobian evaluations: 2\n", + "==============================================================================================================\n", + " Start --> End\n", + "Total (sum of squares): 1.804e-06 --> 6.650e-08, \n", + "Maximum absolute Boundary normal field error: 3.898e-05 --> 8.909e-06 (T m^2)\n", + "Minimum absolute Boundary normal field error: 1.369e-16 --> 1.732e-16 (T m^2)\n", + "Average absolute Boundary normal field error: 6.034e-06 --> 9.505e-07 (T m^2)\n", + "Maximum absolute Boundary normal field error: 2.134e-04 --> 4.878e-05 (normalized)\n", + "Minimum absolute Boundary normal field error: 7.494e-16 --> 9.485e-16 (normalized)\n", + "Average absolute Boundary normal field error: 3.304e-05 --> 5.205e-06 (normalized)\n", + "Maximum absolute Surface Current Regularization: 1.270e+06 --> 1.309e+06 A/m\n", + "Minimum absolute Surface Current Regularization: 4.328e+05 --> 3.839e+05 A/m\n", + "Average absolute Surface Current Regularization: 6.340e+05 --> 6.366e+05 A/m\n", + "Maximum absolute Surface Current Regularization: 2.283e-01 --> 2.353e-01 (normalized)\n", + "Minimum absolute Surface Current Regularization: 7.778e-02 --> 6.899e-02 (normalized)\n", + "Average absolute Surface Current Regularization: 1.139e-01 --> 1.144e-01 (normalized)\n", + "Fixed parameters error: 0.000e+00 --> 0.000e+00 (~)\n", + "==============================================================================================================\n" + ] + } + ], + "source": [ + "# form the constraints for the problem, we only want the Phi_mn to vary so we will fix all other parameters of FourierCurrentPotentialField\n", + "constraints = ( # now fix all but Phi_mn\n", + " FixParameters(\n", + " surface_current_field,\n", + " params={\"I\": True, \"G\": True, \"R_lmn\": True, \"Z_lmn\": True},\n", + " ),\n", + ")\n", + "# we form the QuadraticFlux part of the objective function\n", + "obj_flux = QuadraticFlux(\n", + " field=surface_current_field, # the field to be optimized\n", + " eq=eq, # the equilibrium upon which the quadratic flux is being evaluated\n", + " eval_grid=eval_grid,\n", + " field_grid=sgrid,\n", + " vacuum=True,\n", + ")\n", + "# the regularization cost based off of the surface current magnitude\n", + "obj_regularization = SurfaceCurrentRegularization(\n", + " surface_current_field=surface_current_field,\n", + " source_grid=sgrid,\n", + " weight=np.sqrt(data[\"lambda_regularization\"][8]),\n", + ") # we will set it to the sqrt of optimal weight from above,\n", + "# since DESC will square the weight when making the overall cost fxn\n", + "\n", + "optimizer = Optimizer(\"lsq-exact\")\n", + "\n", + "objective = ObjectiveFunction((obj_flux, obj_regularization))\n", + "(surface_current_field,), result = optimizer.optimize(\n", + " surface_current_field,\n", + " objective,\n", + " constraints,\n", + " verbose=1,\n", + " ftol=0,\n", + " gtol=0,\n", + " xtol=1e-16,\n", + " # because it is a linear least-squares problem, it is exactly solvable in 1 iteration\n", + " maxiter=1,\n", + " # we must make sure that the trust region of the optimization algorithm is\n", + " # large enough to allow the entire problem to be solved in one step, so set the\n", + " # trust radius to be infinite\n", + " options={\n", + " \"initial_trust_radius\": np.inf,\n", + " # we also will use the Cholesky factorization to solve\n", + " # since the matrices involved are positive-definite\n", + " \"tr_method\": \"cho\",\n", + " },\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "9699fa91", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import matplotlib.pyplot as plt\n", + "\n", + "plot_2d(\n", + " eq.surface,\n", + " \"B*n\",\n", + " field=surface_current_field,\n", + " field_grid=LinearGrid(M=80, N=80, NFP=eq.NFP),\n", + " cmap=\"viridis\",\n", + ")\n", + "\n", + "plot_2d(surface_current_field, \"Phi\", levels=10, filled=False);" + ] + }, + { + "cell_type": "markdown", + "id": "777e5fa8-a49c-4451-913e-7b555e94f4a6", + "metadata": {}, + "source": [ + "## Create Coils from Surface Current" + ] + }, + { + "cell_type": "markdown", + "id": "893f3f09-fb15-4128-a64c-d9bf280acbe5", + "metadata": {}, + "source": [ + "Now that we have the surface current, we can take a selection of constant $\\Phi$ contours to discretize the surface current into coils. This can be done easily via the `FourierCurrentPotentialField.to_CoilSet` method, which will take the surface current field and return a discretized coilset with the desired total number of coils `num_coils`." + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "b55bc702-a4e4-42bc-a302-4611220908f3", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# for reference when we look at B normal errors we will plot the equilibrium magnetic field, it is roughly 1 T\n", + "plot_2d(eq, \"|B|\");" + ] + }, + { + "cell_type": "markdown", + "id": "24639e12-1f31-48e3-bf58-553164e0b5c8", + "metadata": {}, + "source": [ + "### Modular" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "8a2c8f03", + "metadata": {}, + "outputs": [], + "source": [ + "coilset = surface_current_field.to_CoilSet(num_coils=6, stell_sym=True)\n", + "# num_coils is the number of coils per (half) field period when the surface current helicity's N_coil is zero (half period if stell_sym=True), so we\n", + "# will get 6*2*NFP = 24 coils total" + ] + }, + { + "cell_type": "markdown", + "id": "5777eb30-b521-4012-b69a-b25f07c490b1", + "metadata": {}, + "source": [ + "We can compute the normal field error with the coilset now, we see it has increased from before since there is some discretization error from representing the continuous surface current with a discrete number of coils. Typically an average normal field error of about 1 percent (when normalized by the equilibrium field strength) is desired, and this coilset still achieves that target field error." + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "bec12bd7-d442-4355-8acb-30284c98c16e", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Bn calc took 7.047e+00 seconds\n", + "normalized average = 0.0035332001444679205\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import time\n", + "\n", + "t1 = time.time()\n", + "grid = LinearGrid(M=80, N=80, NFP=eq.NFP)\n", + "Bn, _ = coilset.compute_Bnormal(eq.surface, eval_grid=grid)\n", + "print(f\"Bn calc took {time.time()-t1:1.3e} seconds\")\n", + "plt.figure()\n", + "plt.contourf(\n", + " grid.nodes[grid.unique_zeta_idx, 2],\n", + " grid.nodes[grid.unique_theta_idx, 1],\n", + " Bn.reshape((grid.num_zeta, grid.num_theta)).T,\n", + ")\n", + "plt.title(\"DESC Bnormal (Coils)\")\n", + "plt.xlabel(r\"$\\zeta$\")\n", + "plt.ylabel(r\"$\\theta$\")\n", + "\n", + "plt.colorbar()\n", + "\n", + "print(\n", + " f\"normalized average = {np.mean(np.abs(Bn) / eq.compute('|B|',grid=grid)['|B|'])}\"\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "b53b5c58", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Bn calc took 1.311e+00 seconds\n", + "normalized average = 0.0035334845747517106\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import time\n", + "\n", + "grid = LinearGrid(M=80, N=80, NFP=eq.NFP)\n", + "coilset = coilset.to_FourierXYZ(\n", + " N=50\n", + ") # converting to a Fourier series will make the calculations more efficient\n", + "t1 = time.time()\n", + "Bn, _ = coilset.compute_Bnormal(eq.surface, eval_grid=grid)\n", + "print(f\"Bn calc took {time.time()-t1:1.3e} seconds\")\n", + "plt.figure()\n", + "plt.contourf(\n", + " grid.nodes[grid.unique_zeta_idx, 2],\n", + " grid.nodes[grid.unique_theta_idx, 1],\n", + " Bn.reshape((grid.num_zeta, grid.num_theta)).T,\n", + ")\n", + "plt.title(\"DESC Bnormal (Coils)\")\n", + "plt.xlabel(r\"$\\zeta$\")\n", + "plt.ylabel(r\"$\\theta$\")\n", + "\n", + "plt.colorbar()\n", + "\n", + "print(\n", + " f\"normalized average = {np.mean(np.abs(Bn) / eq.compute('|B|',grid=grid)['|B|'])}\"\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "85e530b2", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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"output_type": "display_data" + } + ], + "source": [ + "# visualize by plotting coils\n", + "fig = plot_3d(\n", + " eq.surface, \"B*n\", grid=LinearGrid(M=40, N=30, endpoint=True), field=coilset\n", + ")\n", + "fig = plot_coils(coilset, fig=fig)\n", + "fig.show()" + ] + }, + { + "cell_type": "markdown", + "id": "844a871b-ae84-4e12-9c12-7067bf39d9d3", + "metadata": {}, + "source": [ + "### Helical" + ] + }, + { + "cell_type": "markdown", + "id": "d295b535-87e4-49fc-b81f-15ac645be3c8", + "metadata": {}, + "source": [ + "Helical coil cutting is just as easy as modular, with the same exact function call:" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "a42789ec-94e3-416d-9ee1-d7197d87fa12", + "metadata": {}, + "outputs": [], + "source": [ + "coilset_helical = surface_current_field_helical.to_CoilSet(\n", + " num_coils=16, show_plots=False\n", + ")\n", + "# num_coils is the total number of coils when the surface current helicity's N_coil and M_coil are nonzero, so we\n", + "# will get 16 coils total" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "390a0e08-4a55-463c-8d63-1c572ed891c8", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Bn calc took 7.365e+00 seconds\n", + "normalized average = 0.0004804562855409851\n" + ] + }, + { + "data": { + "image/png": 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uFLNrdLQiykgm9aVpGUW6j5lSujTS1EIuaFrpCQQ08WQYththucqcBkZCpeUozdPooRckoIWZxZyAsgGW1osRow6w8VTMelS014EpQTLsaOZlRgzneRchQBRgMQxgdYzdaAScke1yzM7/yMVHb/5HLkKka3RIIVn/whorOzXQTpMUmh6aFHnbcfvidIE+rhMgq8beSue021CRbMGiF2Fk1FiYDc4ws5daBL08mtkmRi5sVo2bWe+HFFper7R90x5+I53fNBJ2DtDdcFcNIWZ84joB0oOXhqYmHkYXjzqFlY09AfK91MygtZO01gtGpG0oGUtWE/o0PRWaXq9aerxsdcNLPxawxXMCZBRaw2dGOj/tkFwjOyAYPSqBZENPrTTV8mZ0USutjS3NGDal59d6a2exRkeaplL7kacnLVsrQ2Zm1/5EMCpoe1unGl4gS2PI0ewSCIE1XCVAvEfi2BE8QKMDyE/+JEFpOM9MoICVc3Tkhrd9ynDNIAEaa1WMDmlJkeaX5WJMM/1CT9DkmA28sIoIQPA2rhIgq9AQCCUjaAYlg+SUwBoJQJCjFyigBOmGlnYFCdD0SGl7P0ea/dTnk6yUp90h4mrQ3h7ICmItknm4EiCjb/eshs9YrAGi6bprLca0UiYkUWVmw5nV0qMF7fkUeZpmNodVSktrqEyajprw0D6WWstL423EwWp4uPCm+COudgGVdjYr2/GwnKg1Ermmta8Yi6gqLfS2B6K1lY1e2dv93BHkxo1knsZu3GaAxQJZ7+NKAaK1lxvp4k9WE480nkErDZLhLRJohh7zsOmm1vyHUlpqXkqkfO0y7Ga9H7X8kc5RkcJqg1RSnNiBRI4YjjOGKwUIoBsBYxdWDRVtITQSWUYqZlbmyGhFqGlBUyxIDLsWNOctaM+B0Aq+oJWmwJtwNQckx4shj3bvimxmMSsrcTcbpWbWoMsFgmSYjFdo55V2empirDb3ZTY9FtBo7/KITAEZrvWASOFRxKwMd9BYD0Nz+I3VBC+t4Ryr+XLDm7rVPBppj9KhR1KsrFGiGSKuBI2dVXhZvOsE9957LxITE1FWVmbq954QIFpGwuriQjVoi6DepCyNDmlmAaJWoAAtb0otHV6EgsXwm1aaZp5bL488eitG2xSt00yl6fD4MmuErq4ulJeXIysrC+np6Vi8eDEAoKGhAdu3b4fP58OSJUuQk5ODiooKBAIBtLS0YP369aisrERqaio+/vhj3HrrrcjJyUFbWxs+/fRTXHDBBabz5AkBMoKZldkRaA5bSIMHzLyF6UWZ6YWDKxkNkr26lDqhkS1ijIYzsxomY/1mTQva4kMDK4JjNZzdCEpt1Wx7crv4AEBdXR3y8vKwePFiLFq0KCpAVVVV2LhxIwDgZz/7GX7+85+jpaUFZWVlKC4uRnNzM5YuXYpAIIAXX3wRr776KnJycvDb3/4WN910E+rrzZ8vxp0AuaWi7d7DjUW56E0WszZwSsM5bgsVluJE8IFRaHs/RtKXPzcPUWskmInMpMXJgbOJt88KhQ4gN/e7a+UnTzc1NWHWrFkAgO7u7ujfm5ubkZaWFr1G+jktLQ3Nzc245JJLAADvvvsu1q5di6amJvj9fowYMcLS83EnQDQxa7S13HdWw0tWJ0Bp5cMoeoECenmKiJCZRZcRaEVpWUmTBXZ7P6Qh6GYwE8rvpiARHvD7/ZreSDAYRCh0RvSTk5Ojf8/MzERbW1v0GunntrY2BINBhMNhPPLII7j11lvR2dmJd999F99++y127tyJw4cP48CBA7jwwgsN55l7ASJZXW4lDdboTdJbPYjOyAJPkoABMydp6qWllzc3ez0R7IxSYxlyzQKl/Nrt/XihjVklPz8f5eXlaG1txdKlS7FixQrU1taitLQUW7Zsgc/nQ2lpKYLBIDIyMrB161YEAgEEAgGsWbMGn3/+OT766CNMmDAB99xzD3p6elBWVoaEhASMGTPGVJ64FyBSaDdo1kOBaotplZ7DiHDI04h4cyTPQ+twNJ7XZrnB+2ElPk54FDTK0o59E+UvXmai/VjkiyZnn302Kisro58jc0AXXHABNmzYEHOtPKrt17/+9ZD0hg8fjk2bNlnKE9frgFhiZA7H6AFbpNAaOtPzWrTOvzEL6wPX3DCfEoGWYR9+NInLoANS5HlXy6+aYbdz+I1noYgnXCVARiLYSM6nl0M7usdIHkiNSyQNswv8lOiY6DMUqebl4Qw7jLy8HegJD4t7sk7fqPi4BdrHTcQ7rhiCM1rZbomkA8hO8CT5LcnuAmY7D41AASM4GXxgFLNpGv0d794Pz9A+SZZ1OvEE1x6QkTdtkmutrFg2useZGRFktRDWyO9ZBAq4xXjymk+ew7aVvDcz3o9a+2K5y4Dc89fDy56/U7jCA6JNyuEeJmcJkQ4vkEaHkeKUgeLJo3AiXTuGYVgcomj295G8mEnPyNCb2fyaDRwQOAfXHhAN9Fb82+k2KxkT0o05jaQpx4trK3j1VrwMyVyVl+pF2m+c8NDiAW49IHmF81jRdu4YQOO3NI2H16LUeJhPksND2bkNK+c0qZ37JMcrL3E8wK0ARXC6suUN0Mzut2odwaj3QzrWrndfAf/Ek/g4sZO6gA88PwTHAunkpdkhNJqnjCpdz/LsG6fnaWgbZ968H6+JD+15GR6jzXjMkxvgUoBYvcHobeWv1VFo7olFeh6K1vCZVn54eQPkwZDyfpCbwF2I+qcLlwJkF1bfWlhuLU9TRNyw/QwpbsmnWbz+fHo4ZeDjvdydgpkAHTlyBNdddx1WrlyJ3/3ud9TTtxoAQFN8aA8x8Hx0NE95sRsx9EYfo4tEeRzq4jFPboFpEMK0adOQnZ2N73//+8S/Mfvmb8caHKO7+tLwYmit4bAbFsbUS+ud5MSj+CjRk9WruLktyyhYK2UvxMcazAQoEAigvLwcycnJuPbaa7Fr167odzU1NaipqYl+Hujo1E1P2ghZVDprL8bMb+LZ2+AFIT7ksHwOVoae9tIDr9SlXTAToL/+9a/Izs6Gz+dDf39/zHfyk/qGT86M/r/anmOAde/FaBizHiS7+urBMmBATMCTMfxoUkxbsPM5hcFyDlH2zsNMgL788ks888wzOPfcc5Gfn695bVJSv+b3epB6L1a2h7fyG7mBI8Grxl4Np1fYu/WsHIExRJnzBTMBuuqqq3DVVVdZTkfJc4n8nQQtjyryPS20Vk2bESErxJuAuQ1hCN2Hmi2Sfi8wBpdh2HJRkFcsrQg0mgEENLfsEOLhbYSh0saN5ePGPPMA91vxRKB9rjzv0WtuvTdP8FgOwlAJBN/hGgGSQyo+SmJCQ3y0rlMzfCTDcKRGk+aQHkk6LI05Sdp2D2GywO3518LMs9F40bO7TOXDcF6uUztwpQCxOvODly1s4gkevRTa8HygHK/ozbc4iVZ9ivOIjMHlHJAWRirYiXBoK52GRofjtdMqYTSvbnq2COINOX7wsvh8/fXX+PGPf4xnnnmGarqu8oDsFB9WbrZbh5KMvpHqPaeVAA23lJ9b8skasyeViqgzunR1daG8vBxZWVlIT0/H4sWLAQANDQ3Yvn07fD4flixZgpycHFRUVCAQCKClpQXr169Hd3c3fvjDH8ak9/TTTyMhIQENDQ247777TOXJdR6QHkea/briE7lG7Vp5ozcyL+M2WHbiyAma0lB0klM1ad3bSeLJOLKc/1FLm7fydYP3U1dXh7y8PBQXF2Pbtm3Rv1dVVWHVqlUoLi5GVVUVmpqa0NLSguXLl+PYsWNobm7GxIkTkZiYGP1NKBTC73//e/T29mLatGmm88SlB8TDDtK8w1sH1IP2eUQ8Pz8veXNahGnB83wQwFZ8vu0fgb2tU4muDYUOIDc3N/pZvuNMU1MTZs2aBQDo7u6O/r25uRlpaWnRa6Sf09LS0NzcjMzM73arAYDDhw+jt7cXy5cvx2233Ya/+7u/w6RJkww/H1cCROvoaStYiWBzG157Hh4QZaqM1f4pFSFRxsr4/X7U19erfh8MBhEKnRHL5OTk6N8zMzPR1tYWvUb6ua2tDcFgcEha48ePR0pKCgBgzJgxOHnypLsFiKSBRq6RvnGo/c7uUEle3tB4f1ukAa8GiNd8scTOZ+a1fM3OcdlNfn4+ysvL0draiqVLl2LFihWora1FaWkptmzZAp/Ph9LSUgSDQWRkZGDr1q0IBAIIBAL48ssv8cYbbyAhIQFXXnklsrOzkZ2djSeeeAIDAwO46KKLTOXJFw6H2e1zTsjwyZmYUL6KXnomt+6xstutEaNvNQ0aa4nMdGYehM3pNUtq8GYc7SoD3p7bKaQC9N9X/opauqPPz8DMR35KdO2pO/9b0wPiEW48IFq4eQgtHrwXK/Baf7zmS2Af8TT/TBPuBMjKkQlOr8EhwaqxIvk9i/BVp4WRRyPPY57sJN6fX2AdrsKwlYwczRBop40oCVqdOh47fE9WL5fPzWOevIwb+q7AOFx4QL5en2YDY7WokdbvSSE1WjSG4qweY8EDvHpqbihD1sO5TgT2WN1L0WyeRfQdO7gQIBJozeG4YS4IiO9ND3l+Vp7z5hXMvIwaHQExI2RCiOjjGgEClBsfL645izdO2g3d6hsga3ju2DznTQ03BbUY3eYJ+K5OzDyj1fliN7YHHnGVAAGxle+WzgU4Y8DcYoB478y8589uaJWHW4bOte7N6wuxW3CdAAH8VjJv8y68llMENxh2N+RRCx5fQmjkR1ovPAiRwByuFCArKBkU0k5KIwTabbB4FlZGnWZe3S48Unhok6JuBErEnQCpQbOTRtISB5HF4hbD4ZZ88o5dLy88CKzAHFytAyLF7NqQeNm3Sms3CBrpmMENRp3XNUc0oH2mld73dnvOXq03r+M6AZI2NNoGw+0NnKTjO3G2kRvKzg155AmlNTosz3oiHf4WuAtXDcFZaWB2LgJlgRvP07HTIFgpH2G4zMFjP+G1/wqUcY0A6Xknbl/1rQWLZ2MdRup0mZHghjwKRD15GVcIkNXoM6MNmKe3KNb5cFOUmxpmniHejBrt0Gea6Rq9J8lvxOJpd8CFAIWT1I8kMlLBSg3PbAMRkWzmcEOHdEMeaUJjX0G973hrqyQiZHV/yXhrRyzgQoAA5YbMe6QbS3jr0CQ4UfZGy8kr7YMUu+bGWAiR1bqysjBca6FrvLUhljCNgrviiivw1ltvGfpNJLItnitZiA8ZQny0MduOrPQ/WmVMM51IWlaWbwi7xAZmHtCePXswcuRIVsl7FqfEx0owghAf/rAiPlax6g2xqKt4q3+3wESAwuEw6uvrkZubyyJ5W3F6Hog1as9GKkhCfPiCN6PvRm9eYB9MBKiurg433HADnn32WcXva2pqUFNTE/080NHJIhuWkHYcu0TIzs5qJjLQaUS0mzq8roMy6g3FS30JzsBEgI4cOYJQKIT6+np0dnbi/PPPh9/vj35fWFiIwsLC6OfhkzNZZMM0Try1ibBRdXh6q+cNXoVH6V5WotIE3oSJAK1ZswZHjhzBK6+8gsTERKSkpLC4ja0Y9YJIo2+E8Kgjhm/UcYvwKN1X1KszdHV1oby8HFlZWUhPT8fixYsBAA0NDdi+fTt8Ph+WLFmCnJwcVFRUIBAIoKWlBevXrx9yzcSJE/HP//zPuOaaa3DgwAFUV1fD5/MZzhOzKLhJkyZh586deOCBB5CU5J4Gp3ccMMnvtTYDlf+zA7eID82yccszG8Vq2fBQLmo7WgvYUldXh7y8PBQXF2Pbtm3Rv1dVVWHVqlUoLi5GVVUVmpqa0NLSguXLl+PYsWNobm4eck1ycjLS09PxzTff4Nlnn8WpU6dM5YmbdUA8QCowap2Ftzc7uzp1vD63nXhNkKVDcrzljSd6e8/CkWa//oUAwqFQTOCXfKqjqakJs2bNAgB0d3dH/97c3Iy0tLToNdLPaWlpaG5uHnJNY2MjwuEw1qxZgxkzZmDUqFGmns+zAmS0cZs5kz6SfrwaYN6e22uw2j5H4E38fj/q6+tVvw8GgwiFQgCA5OTk6N8zMzPR1tYWvUb6ua2tbcjfgsEgTpw4gXPOOQfAmSU3KSkpmDlzpuE8e06AlLaJB6xvu8Hit7Rxy+7TLHHK4PJWHm4QnsjLm9eXOvBCfn4+ysvL0draiqVLl2LFihWora1FaWkptmzZAp/Ph9LSUgSDQWRkZGDr1q0IBAIIBAJDrpk6dSq2bt2KJ554Ao2NjZg2bZqpPPnC4bD6Rmw2MXxyJiaUr/rus8mtL8zs38Sb4TCDGzb/tIN4F2C3GXGvbnFz5OY7qaUlt41apG15TtMD4hHuPCCljk3Ti+HRcJjFDYtA7YJ1WfDy3F4x0krw7glZ3adSMBSuBIj0NE+tjQK9jtidOxaW5WHH88arIdOKFOWtTMy+FAv04UKAfL0+00EAbsSoJ8dDI+etzFmViRAd9ph50aR5H6vr+eTfx3t9WoELAYoXjG4Dzws8iI+bPR0e69QpjL5omi07kvV8tAKTxNCceYQAWcTrW4w4KT5CdLyFmTI34w0ZnQ+mOaTPw8uamxACZBJpo/WiseHlWAiaCNFxDhqGXa98zd5DiIZzCAEygdcNjd0d0q07jXu9HdCAZrlreUNCRNyJECADeN3gCOHRx+ttgCas2pMQG+8QdwJkdiGqlw2PF4UHoPdcXq57VgiREJDgOgEy637rnfyplYZXDZBXhYcWbssvD8Sr8Ii2Yg4uBCicpL8bkFYFa4kIacNQS8OLDSsehMftRxa4kXgUH9FWrMGFAAHa4cxmRMRsw4jkw2sNywnj4LaNQb1W53ZiZ/uiubGwlbREe7EONwIEDPVCrIgIjXy4HS+GUushxMdeePOmSU9dNbIoPB5GRZyCKwGKICrYODwMfzhdb0J87IUXr0fveqs7FYj2wQ4uBUigDw+CE4GHDmqmPHjItxvhWXhYpSFggxAgFyFEZyg8lYnT2BF4YVd589K+BGwRAuQCeDGyvBmFeI90Y7HLAKAfccqyPXqhXgTkCAFSgJdJRx6Eh0eDYLVceHwmIzgtAKQT/TTvKfAmQoBkaB0+Bbhz+xij8GoQnC4XJ+HxnCIrQsRrGxPYixCg/4P1kd4kHc6rRx9YId73cuNReLR+L9bOCIzgOQEy463Y0cm18hWP63X0iGdvB3CH8NiVpsC7cCdAZoe7zJzb7pSRE56OMvF+Xo+IMBPEG7oC9Oijj+KNN97AV199hUsvvRS33HILJk2aRD0jZgRE7XdmrvE6PBodUS/uW1MjcC9dXV0oLy9HVlYW0tPTsXjxYgBAQ0MDtm/fDp/PhyVLliAnJwcVFRUIBAJoaWnB+vXria4xQ4LeBZMmTcLvfvc7FBYWYu7cufjNb36Duro6UzdTw9fr0/x++NEk1X8CbXqyerkxPE7WHS9lAMDWMojUP0/P70acsje+Xp+m/ZP+C4VCyM3Njf6rqamJSauurg55eXkoLi7Gtm3bon+vqqrCqlWrUFxcjKqqKjQ1NaGlpQXLly/HsWPH0NzcTHSNGXQ9oKysLKxfvx7hcBi33XYb5s6dS12A4glWxwobvY9diJeE+NoIllfM7C9pdlTGKfx+P+rr61W/b2pqwqxZswAA3d3d0b83NzcjLS0teo30c1paGpqbm4muyczMNJxnXQG64IILcN9992H37t14+OGH0dHRgWuuucbwjeIZI43V6hoLHjoGb6LjtuMgzMJD3fOGvB5I55j16o+3Nk5CMBhEKBQCACQnJ0f/npmZiba2tug10s9tbW1D/qZ2jRmIghASEhJwzTXXGBKeAwcO4E9/+hO6urrQ1taGDRs2mMqgm7FiEIyEtlq9Fy3c2ClpIQRnKE57C14UESvk5+ejvLwcra2tWLp0KVasWIHa2lqUlpZiy5Yt8Pl8KC0tRTAYREZGBrZu3YpAIIBAIEB0jRl84XBY/zQ4k3z++ef41a9+hRtuuAHz589XvW5EIIiJt5ayyoatsO5svOzSEIH3Tmx3fbDG6fomwem1QE63yU9//q/U0jJiG0e/uE1zCI5HmIZhZ2dno7KyEjfffHOMANXU1MRMkA10drLMBnPsNAq8GCCnO7nTiOi1obBezA3YN4cqsAdmArR7924sWLAAo0aNQkdHR8x3hYWFKCwsjH4eETA3fug0bjEMtHBb52ZRP2KtzlDsbBdqczhua5uCMzAToFAohPvvvx8JCQlYtmwZq9s4gpuMAw3c2Llp15EQnqE43S6cvr/AOswE6Kc//SmrpA1Dy23nxTho5ZdGHt3esd0oPry0LRLc3j4E/MDdVjxKWAmXpLW9PA8GQuz6oI0QHjbEc5vSQqnuRFkZg2sBMiIeAN2z350OIZUjGrY2bhMfXtqVEm5pa1YFwMrv1eqP53rlEW4FyKqAOHF/FrjFGDiF2wINeGlXUtzYxrQEwMq6Ob3REB7rz81wIUDhpLCoWBluNAp2wqq9sCp33tq3m9uXXllqiQhpPcjT4K3+vAIXAiSIxc3GgSVuXMDIk+HyQrsyu62V2Xrgqf68iBAgzvCCkaCJWw0AT/n2SpsSIuI9hABxgleMBA3cvHkoT8bOS22Kp3IV0EMIEAd4yVCYxUkDY7X8eTOObmlPJFFovJWtgC5CgDSwGtZt9B7xBA+GheWeZE7hhvakVXa8lquADUKAFLDjICo3GAra8GRcjJY/T3lXwg3tifcyFNiP5wTIqlCQnCFitSO5wVjQgDeD4zXRiSD2qRO4FW4EyOpwl9rJh6RpGenEVkTOC+LjJkNkpry9/nxGcVN5CNwFFwLk6/XFfDbiZZCeemhlPzmt31k9Y55H3GxwvBZQoEU8bxck8AZcCJAStIVD7mHR6ryk3hDv4uNmY+PFEGo94m27ICcQEXns4VaAIih5GVY7H4vOS2NuyAncmGev71igR7xsF+QkZgOReH/R5A3uBQhwT6WqiRCP+XebsRFv/GeId/E1ihkvxsywPo993A24QoDcDs0hP6u4wdjwUla8Qbtc3NAWzKJWVlojFUbLV7RT6wgBsgmnRYilsXFzR3SLEaZZxm54ZpaLwIUH8x0tLS2orq5GSkoKZs+ejTlz5kS/27dvH/bv34/29naUlJRg/PjxuPvuuzFlyhT09fWhqKhoyDX9/f1Yu3YtrrrqKhw+fBj333+/5v0TWD9gPEG6TbzdsDozJ/JP4A56snpdJz5Kn43+Xuu6eG/DtbW1yM/Pxx133IHNmzfHfLd582asW7cO+fn5ePzxx/H2229j7NixWLlyJfbu3Yu+vr4h14wfPx7Dhg1DKBTCtm3bdO8vPCCbsdMTctthbXbDW/mQbFHj5XVNWs9GGuTjpfYJAIm9wOjGMNG1oVAIubm50c+FhYUoLCyMfj548CDKyspifpOamgq/34/ExEScOnUq5ruuri4kJCTA7/fj6NGjaGpqgt/vBwCMHDkSx48fH3LNO++8g2nTpuHOO++MyYsaQoAoYfacElbQNDpe69QAn1sqkURZGYkI5UF4SA+FIylHPRHyYjs1gt/vR319ver306dPx44dO2L+VlFRgVAohKysLIwaNSrmu5EjR2JwcDD6fTAYxP79+wEAnZ2dGDdu3JBr2trakJqaCp/Ph9raWsyYMQPjxo1TzZMQIApYOaeE56imeO/QWvBSNjyIjBpagQBW0uT5md1GQUEBqqur8dprr6GkpAQAsGzZMjz55JNYvXo1KisrY+aAdu3ahdraWsybNw/Dhg0bcs3o0aOxdu1aPPbYYxgxYgTGjh2reX9fOBwm8+8YMiIQxMRbS225Fwvvg0aHoJEfITxkWCknsfuAPk6UEU9t9tOf/yu1tEb6g5i2kDC9P/9O0wPiEVcFIUQmUc10UvnvaE3I0jIYVtMR4kOGEB/34/U2Gk+4YghOqWOShlCSRKaZbdC0DYaZvAjhIUeID3ucaEe0Aj+8HODBK1wLEGnl0vAeeDHARoYIeRn6cwM8i49XcKqcaL24GUlHCA8duBiCCyeFh1So3RVs9H5ON0AhPmRYHWoVxx2Q4XRbsnMo3Av1xQtcCFAEK3M8tO5P8zorGAnFNYPTBsMO3HBwoBeMmd1tifV8Keu+J/gOrgSIB3hvYEJ8yOC9HgF35FEPntoSTe9Fb95ZQAchQAaxqxGSLuATxELLg2a9SNgLdemE+Ni53ZUX6oh3mAUh7Ny5E4cOHUJfXx+mTp2KxYsXs7oVddQmI50UH4E+bjAYrPNo1yFqbmyjZpdvCNjBTIBmzpyJ66+/Hu3t7SgoKIgRoJqaGtTU1EQ/D3R0ssqGaeQiZEdDtHOPODcaEC3cYCjsFp/I34ze16m9CvXua2T4zGvt26swE6BAIAAAeOGFF7B27dqY7+Sb5A2fnMkqG5aINGQnDIeADN42FFXC6ZcXHjfytBoGTZK+3S+QAuMwnQPatWsXsrOzo2LkRlg2XCNbwbNY9Op2eH8Gu+Z6SDfytJoGLUSUmSACMw9ox44dePDBB3HhhReio6OD6GyIeIAnb8etQxW8Gyk78+e2+iONVKMxl+XW9h1PMBOgRYsWYdGiRaySdx2szomxits6Kc/DobwLIy2Mzt0IBGpwtxWPl8ZtRcekC6/twal8GWlfLHcKIH2J4bX+9CA5p0lgDq4ESO0oXh46OGkehOiwgdfOz2u+WKA3d0P7iBMe+hIPefAy3AiQ1SgeWiGcamk5dRqjXdv+8NrReDXwvOZLCbPzLmbuw1M7spoXpRdiN9W7G+BCgHy9Pt1raDYmpUZEI5JIQBdeOzuv+WKJ1TU4XikzIUJ04UKA7MYtQhLPDd2JZ3fTPIY4NkAbq94LjXVVAn3EXnAC7uC1c/OaL1qoPZ/Vo0p4KTdS0SYdDVESObe83PJCXHpAboCXTms3vD43r/nSwo15VsMur8OogAjBsQY3AjS6MRz9/46J+nNCAu/Bq8HkNV92wEMEKs3fagmZEBP74WIILtEF/TuyrYpXttKXwkPHc7pMeSgDmjhdnjwjHypTGzob3RiO+ScYyuHDhzF//ny89dZbpn7PjQcUgUfvh8bGiZEGTPJ88WY84u15eYa3UGopNJZjkF5rVnDcJlQtLS2orq5GSkoKZs+ejTlz5kS/27dvH/bv34/29naUlJRg/PjxuPvuuzFlyhT09fWhqKgIPp8Ps2fPjknz4YcfRmpqKhobG7F+/XrN+3PhAfEM7Y0T3dZAWSPEx/vYNa9CSzjjRXwAoLa2Fvn5+bjjjjuwefPmmO82b96MdevWIT8/H48//jjefvttjB07FitXrsTevXvR19eH7OzsmN/8+c9/xttvv43Tp09j+vTpuvfnygPi0fvRg+SNkeeG6eTbrlvEh9YEuF2HxVlJl1fvJwLLYAStfqpnm1j18cTTYaQc7iG69rNQCLm5udHP8mNvDh48iLKyspjfpKamwu/3IzExEadOnYr5rqurCwkJCfD7/Th69Ciamprg9/sBACNHjsTx48eRkZER85tDhw5h9OjRWLFiBfLz8zF//nyMGDFCNc/cCJBSBTu96aETBtItRtkK8fCMcmgdFucGWPdTebmp3c9IYJMV8eEFv9+P+vp61e+nT5+OHTt2xPytoqICoVAIWVlZGDVqVMx3I0eOxODgYPT7YDCI/fv3AwA6Ozsxbty4IfdIT0/HOeecAwAYMWIEuru7NQWIiyG4AYX2ozbvwiNG88WzR8QaHuuQ5S4YemtDePc47MbIWh2tso038TFLQUEBnn/+eVRWVqKkpAQAsGzZMgDA6tWrUVlZibq6OhQUFGD27Nk4ceIEamtrMW/ePAwbNgyffvop/vd//xcvv/wyTp06hblz5+L06dPYunUrLrjgAqSmpmre3xcOhx23hiMCQUy8tTT62Yk91+TQPMZYqYGrNWy7DTQvB5E5CatdpVnuVqCVNs0hOJp5s+tUVlbio+d1RdKqry0d8p1Zzhmdibzc/0d0bXvH85oeEI9w4QFJ0WukvBoxXvOlhRAfgRQa7YHV+h1SaK0nlP5WaemFaM904EqARKV6k3isVzG0Zgwtj4IUFovZxfHhbOFKgOIdLzZoLz4TzzhZ3nqiq/Y9a/ExuojcrHh5fb6IBdxEwbHoOHZH0fG8iM8JhPi4B6farZb4kBp0LbGy0galv52UGYr+/5Fmv+k0BbF41gNyUxSdF/FiWdvxkkQCjy85ZvJEw/ORI5+7UUL6d7nIKYmeVHzkn+X3EF6QMbjxgOREKtnM2wYr4ydviCR5i8eQa6cj+bwofiyhfXKo2Wv1htGM3E/JezFiSyK/l/d5AV249ICklU67AZg1Tkr5EI1zKHYaf7V1IDx6CPGEmc071cRHb95G7z5qtkS8pPABlwJkBdGwyKFdVnaLj5354KVd0RZX2t6P0fkb6W/kGD0gL3JPLe9FvDTyBRdDcOGk7xqgXgPxwtutF8eJeREfHoiX47LVxEeJyLPq/cbNfSMeh9utwoUA8Y54a9LGzeJjdD7BS9AsS60hNCmkkaJqXgxvEWi8vwzxjqeG4HgzFPHwRsSb+PDWBmii9/y0twki3RLL6BCa3u9oIBWueel/sZyGgA3cCxBvbzys8LLhFAzFK/XNYgiNRQSaWRESsIV7AZLCyt2101PhaYzbanny5v2wSJMXoaD5/ErzMPI+YHVDYDPlJu0bauJjVJT0hIdW34+H0Q4WMBOg/v5+3HfffTEHItkNSWOl2XDiaTyYF8MshYc8OdUGzD67UtQaaVp6Q2+TMkMx/wQCOcwEqLOzE1dffTUGBweJf2OkkZLG/5OmqZYezY7DyxEMVnF6oald8HJiKSvvh/ZbO83htwjz0v9iaPjMbX0p3mEmQCkpKYon5plFqeNIO5Davk0k6bCAtmcl/yeIxUmjziN6L04kgQNKnkuk3Ei8H6N5kiMVHtpzODSPnhDDb+ZxZA6opqYGubm50X8DHZ1M78eD+2/G+2EpNmbTjRfvxwxOzSnJ01Tz/o2UpZXdSKz2N6ujFqyJl8AoO3BkHVBhYWHM3NDwyZnEv2XttZgdRjBjKHk4+dUIVjbOZClcLLwfXoZyjLYDM/OeJDsI6KHUb6Rey97WqYbTFHgfZh5QOBzGs88+Gz0zXA9aXgoPb08koaleFx8a3huP5aCGlbwaabNa0Wo0+pCVwB1pXlhFn9H0PsTQmfMwEyCfz4c777wTb775Ji6++GJWt3EUks5gVHysQhJ1xNKw8z5H5WTelOpdK1jGyHwl6RZWZheNKpFyuMdwPryGEDFruGodkBdgLT4sIM0zy7Uqarh541EevHWltTeRyDNeF28aaWeRob/If5VeGuVCSlL/PL9kuQlXCZDVt0BWqL2pap1pQpKWEVjt/EtDfHiZT2GFmTqjsemu0TkbM0JmRoSM/EbJi1LCyhySmH+yn+XLl+OZZ57RvU5sRqoAScc2OhbNixE2Yiyd8HyMpMdr8IHe4k4W690izEv/yxCDK3/ulMM9aJ8yXDFvWuIhTUcqHGYDd0jFR4lIucifhQThvXxHS0sLqqurkZKSgtmzZ2POnDnR7/bt24f9+/ejvb0dJSUlGD9+PO6++25MmTIFfX19KCoqQllZGbKzs1FfX4/y8nKMHz8eDQ0NOHHiBNH9uRCgpKT+6P+TdCBW0Nwmx84td9QMmpUJW1riw4vwWkFavvIyNXIkgTwtKygt2NRCarDV8kXiuViZQ9JqjzxtURVP1NbWIj8/HxdffDH+8R//MUaANm/ejOeffx7vv/8+Hn/8cVx22WUYO3YsVq5cicWLF2PlypUoKipCIBBAR0cH3nvvPVx77bV44YUXsGjRIqL7cyFAcpREyOjvAXtcb7O7Ak/KDBk60ptGB+XtMDMr2LXwlKa3QorRBY5qwsHjehXevA8tQY6gZo/kom7UEyPBd7oXSZ80EV0bGh5Cbm5u9LN8ucvBgwdRVlYW85vU1FT4/X4kJibi1KlTMd91dXUhISEBfr8fR48eRVNTE/z+M21q5MiROH78OAKBAPr7+9HY2IiioiK8++67+Nu//VscO3aMKM9cCRDp2DGp263XcIykRQv5Aj8tI0G6Wp02TnotPIkaLfGxuruztI2SbNip1u7lxpa218FDUIU0H1ovolbFnUf8fj/q6+tVv58+fTp27NgR87eKigqEQiFkZWVh1KhRMd+NHDkSg4OD0e+DwSD2798P4MxWa+PGjUNvby+2bNmCX/ziF2htbcWBAwcwODiI/fv3IzExEZdeeimys7NV8+SqIASeoSEWLLcJoj2v4uRiTju8HxJjalUslYyb3PtRekPXm7ORGlySIVKjwmhl7sYKTnp0bhIiIxQUFOD5559HZWUlSkpKAADLli0DAKxevRqVlZWoq6tDQUEBZs+ejRMnTqC2thbz5s3DsGHD8JOf/AQffPAB7rrrLrz44osoLCzEjTfeiMTERCQkJGDMmDGa9+fGAzLi/diBFc9C6c3S7gg9M53V6fkaGos5aQxrGq0rkpcFMwekabV1u4YG7YwgU2t/aoJK2xbE4zzUhAkT8MADD8T87cknnwQAzJ07F3Pnzo35buPGjTGf//M//3NImmlpaXjiiSeI7s+tB0RrB1ytdPTeLtWIGDkamxEqGRLS9EiNkJeOsVYaJqNhjO3KL8l8DYvhIT1jrZXWkWa/pTbkdBi0We/Fq14PT3ArQDxhtiGyONmRFay9H72zYZQMnJmIMq0NOI16KloovXyohSbL5yTM4vQbupUXLblnqjf5r1VWLOeQnB4FiDdcK0BqDZj2WwvrtyAW64mkaZKECRvpdKzmU+TYucUJDaNDYziIZHiJdM5Gy2uxEnQjzVe8rb8RHhF9XCtAtCGJLmKJHWeLsEjbqqCRpilP12iQgJl5Gr3taPTW1hjZnNNIPqXp/ThFPerJSHq0MGqkaUWgyr1DeT6EePCJECANrCzMYw2tKC21ORWSuRWlgwGt5tPqMJmSR2m0jvTq3ey5OqQY9ab0REgpvY6JPt0XBRpzN/I03LB5pxuGzL1CXAmQkuEgfQOTGyVSI6S0VQpL1Ib0aMx/sJpPIYF1kADJ3INSoICacZeiV+d6w7As16lZrSOn56WkiPkb9+EZAXLDWgaz4mP1wDA7F7RaWaPDOkhACmvDaaYctJ4/4rHoPb8Zr4UkAo6m56K3IJakn5DsYGA2DYF9eEaAzCJthEbH7NUioMxCs5OreWhm1yix9n7sGJqxEnkVwcg6FHkZ/Dil3tRwmRy9+R8WoqEFDc/Drd6LEDFruEaAeB47JllPRLrLMG3sKDej3gRp5J+e52fk1E2ahkKtTJWGyrTEQstbId3/Sw8eFm6T1jctL9zqMDePe+h5FdcIEC2sGmSnGqeRIyJYnCUTgeaeZ1Yi/5SMjNrz04hSI13HwkqMaUE6n6S3l5yd+yfaxejGsKWXQeENGcdTAkRjgt/OCBg140PjrBXAvWKrhNpWNmp1rhcirZSuHkrGSclTkc/V6A27yYfLpGmyMPROBA6QBgAp1acIofYunhIgN2N3VJmR9FiuUdILEjB67g0JWpPeNNfVGM2rllelNUfybPuZLfiNBCCQBDTovYCYCR4QCKQIATIB6US0mS1YzO5PJ8+bkqFUM+o0UBp+U1rIqTVMyDpIQO0U0AgR8ZGKkNZQFK15GiV6pwWH/E1+aFxEeKTQDkCgeeCg3fO4ei8TUsTwmTO4QoDcGiFDgpkxZy3DbhbSVf9yaA3nWDUAZjbzJPUAScrW6FAZrQ06lURIDbPzP3ad8kobI2UjcAbuBYhF4+b9bcfI4WNmIT0ewOyqfyNh7FaCBNQMOWkdk25pozZPI/VUlNbqyNOVGkU9b8Xq/A+rds57AILTu28LyOFOgNQMAU8rrgHnFjgamYA3mp4UkgCJCEbnafREzazwkoglyRY0WhgVNqPpJn3SpDj8pgep0ZU/P615G6fnfyIRbDwFzgj04U6AvIbV/eSs7FRtdT4pAi2x1dvKRu3N2ohxk+dVbZ6GJEqNhzdp0h0QALZRi6yP8xbEJ1wLkNNvVWYx+4Zt5dAws2lqQbqeBqB35k0EI2WotkZHL0hALa/yYTI92qcMN2SQWQob6REMViPgBGfgfTiSd7gWIDdDs4PTmP9hNZ9kZe831mt0pBgVCXnaaut0pJiZ/5ETGX6zYthonahqNQJObzErLXif0xWoIwRIAbd5XlpDW1qGzMjx0Eb2KNNDb9NNtTTNrNGRz6cYXSQqRV4GanM1VoYMpZCuszEy/2MUHiLgeBgKlcJr1J8bEQJkAZpvXjy8xRnp6EY9KtKtbAB71ujoiQRpWdAYgjFaFkpoedR665+k6D13PA45Kb2keHlpiJ0IAaIE6bYiUrSGOEjeVqXGwujhc2bzZmW9i1Yejc5RRFAyvHLxMWs0lYbJ1MKv9ZDuVmD0/B+jO1YAZPN1XiEeRdErnMUq4a6uLpSXlyMrKwvp6elYvHgx9Xuc6WTD0ZNFPWnbYLE6nLbxceLIaWmaRtfoKKEkEkrpKi1eHN0Y1vVQSSPVItDaAZ3FiaM0AxC8FswwL/0v0TLvmOjjepd+ElpaWlBdXY2UlBTMnj0bc+bMiX63b98+7N+/H+3t7SgpKcH48eNx9913Y8qUKejr60NRURGeeeYZhMNhvPnmm7j11lvR3NyMQ4cOoa+vD1OnTtW1+8w8oLq6OuTl5aG4uBjbtm1jdRsAiIv4f7uOBze6owDN4Terob16czRGRYIWaivyacz/kOJk2DQNsXVL/+ZhKN0ItbW1yM/Pxx133IHNmzfHfLd582asW7cO+fn5ePzxx/H2229j7NixWLlyJfbu3Yu+vj789Kc/xZgxY9DZ2YmpU6di5syZWLduHYqLi/Hss8/q3t8XDoeZSPjGjRsxa9YsXH755ViwYAF2794d/a6mpgY1NTXRzwcPHsT06dNZZMM2QqEQ/H53dBI1vPAMgDeeQzwDPxh9jrS0NPzhD3+gcu+rr74abW1tRNd2d3cjOTk5+rmwsBCFhYXRzwcPHkRZWVnMb1JTU3HPPfdg0qRJQ+x05PORI0fwwAMPYO7cuejp6cGyZcuwbNkyPPDAA8jIyAAAbN26FcnJyfinf/onAMCTTz6JnJwcXHLJJZp5ZjYEFwwGEQqdeduUFgowtGByc3NRX08ejcQj4hn4wQvPIZ6BH5x8DlpCBgDTp0/Hjh07Yv5WUVGBUCiErKwsjBo1Kua7kSNHYnBwMPp9MBjE/v37AQCdnZ0YN24cdu/ejQULFmDChAloaGgAAOzatQvZ2dkIBAK6eWImQPn5+SgvL0drayuWLl3K6jYCgUAgMElBQQGqq6vx2muvoaSkBACwbNkyPPnkk1i9ejUqKytj5oB27dqF2tpazJs3D8OGDcOOHTvw5Zdfor6+Hj/72c+wY8cOPPjgg7jwwgvR0dGhO/3CbAjOCF54UxLPwA9eeA7xDPzglefgES7CsKXDcW5FPAM/eOE5xDPwg1eeg0e48IAEAoFAEH9w4QEJBAKBIP4QAhTH9Pf347777nP1EIMXnkEgiFeYRcGpobZDQkNDA7Zv3w6fz4clS5YgJyfH7qwRo/YMTz31FN544w0AQFFREWbOnOlkNnXp7OzE1VdfjX/7t3+L+bub6kLtGdxUFzt37lRcPe6melB7BjfVAwAcOHAAf/rTn9DV1YW2tjZs2LABwNBdAdLT0x3OqUcI28zTTz8d/v3vfx8Oh8PhhQsXRv9eUFAQ/vrrr8Nff/11+JZbbrE7W4ZQe4annnoq/Pjjj4e3bNkSPn78uEO5M8YXX3wRLigoiPmbm+oiHFZ+BjfVRXNzczgcDoe/+eab8D/8wz9E/+6melB7BjfVQ4TDhw+Hi4qKwnv27In+bdGiReGBgYHwe++9F77vvvsczJ23sH0IrqmpKbqquLu7O/r35uZmpKWlIS0tDU1N2jsZO43aMyxcuBDLly/HtddeO2TFsZtwU12o4aa6iCzYe+GFF7B27dro391UD2rP4KZ6iJCdnY3Kyko8+uij0b91dXUhISEBfr8fR48edTB33sJ2AVLbISEzMxNtbW1oa2tDMKh8zgovqD3DZ599Bp/Ph3HjxuHrr792KnuWcVNdqOG2ulBaPe62elB6BrfVQ2QrmlGjRqGjoyP6d/muAAI62B6GLZ8/+a//+i/U1tbi0KFDrhnvVnuGX//610hOTkZrayt+9KMfYdasWU5nVZNwOIzKykq8/PLLqK6uxkMPPeS6ulB7BjfVhXz1+PDhw11XD2rP4KZ6AIBnnnkGR48eRUJCArKysrBnzx48+eSTYg6IEWIdkEAgEAgcQYRhCwQCgcARhAAJBAKBwBGEAAkEAoHAEYQACQQCgcARhAAJBAKBwBGEAAkEAoHAEYQACQQCgcARhAAJ4oZ33nnH6SwIBAIJQoAEccF7772HV199FYcOHXI6KwKB4P+w/TgGgcBuTp8+jeeeew6bNm1yOisCgUCC8IAEnue5554TB9YJBBwiBEjgeQ4fPozzzjvP6WwIBAIZQoAEniclJQUvvfSS09kQCAQyhAAJPM/q1atx8uRJ/OQnP8E333zjdHYEAsH/IYIQBJ4nISEBl19+OXp7eyFOHxEI+EGcByQQCAQCRxBDcAKBQCBwBCFAAoFAIHAEIUACgUAgcAQhQAKBQCBwBCFAAoFAIHAEIUACgUAgcAQhQAKBQCBwBCFAAoFAIHCE/w+wQ22UJo6FNQAAAABJRU5ErkJggg==", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import time\n", + "\n", + "t1 = time.time()\n", + "Bn, _ = coilset_helical.compute_Bnormal(eq.surface, eval_grid=grid)\n", + "print(f\"Bn calc took {time.time()-t1:1.3e} seconds\")\n", + "plt.figure()\n", + "plt.contourf(\n", + " grid.nodes[grid.unique_zeta_idx, 2],\n", + " grid.nodes[grid.unique_theta_idx, 1],\n", + " Bn.reshape((grid.num_zeta, grid.num_theta)).T,\n", + ")\n", + "plt.title(\"DESC Bnormal (Coils)\")\n", + "plt.xlabel(r\"$\\zeta$\")\n", + "plt.ylabel(r\"$\\theta$\")\n", + "\n", + "plt.colorbar()\n", + "print(\n", + " f\"normalized average = {np.mean(np.abs(Bn) / eq.compute('|B|',grid=grid)['|B|'])}\"\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "58ee5a69", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Bn calc took 5.018e-01 seconds\n", + "normalized average = 0.0004847153666947152\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import time\n", + "\n", + "coilset_helical = coilset_helical.to_FourierXYZ(N=35)\n", + "t1 = time.time()\n", + "Bn, _ = coilset_helical.compute_Bnormal(eq.surface, eval_grid=grid)\n", + "print(f\"Bn calc took {time.time()-t1:1.3e} seconds\")\n", + "plt.figure()\n", + "plt.contourf(\n", + " grid.nodes[grid.unique_zeta_idx, 2],\n", + " grid.nodes[grid.unique_theta_idx, 1],\n", + " Bn.reshape((grid.num_zeta, grid.num_theta)).T,\n", + ")\n", + "plt.title(\"DESC Bnormal (Coils)\")\n", + "plt.xlabel(r\"$\\zeta$\")\n", + "plt.ylabel(r\"$\\theta$\")\n", + "\n", + "plt.colorbar()\n", + "print(\n", + " f\"normalized average = {np.mean(np.abs(Bn) / eq.compute('|B|',grid=grid)['|B|'])}\"\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "3409826f-6175-4d1e-b2ae-7c34d35c8fb0", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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"linecolor": "white", + "ticks": "" + }, + "baxis": { + "gridcolor": "white", + "linecolor": "white", + "ticks": "" + }, + "bgcolor": "#E5ECF6", + "caxis": { + "gridcolor": "white", + "linecolor": "white", + "ticks": "" + } + }, + "title": { + "x": 0.05 + }, + "xaxis": { + "automargin": true, + "gridcolor": "white", + "linecolor": "white", + "ticks": "", + "title": { + "standoff": 15 + }, + "zerolinecolor": "white", + "zerolinewidth": 2 + }, + "yaxis": { + "automargin": true, + "gridcolor": "white", + "linecolor": "white", + "ticks": "", + "title": { + "standoff": 15 + }, + "zerolinecolor": "white", + "zerolinewidth": 2 + } + } + }, + "title": { + "text": "", + "x": 0.5, + "xanchor": "center", + "y": 0.9, + "yanchor": "top" + }, + "width": 720.5403377110692 + } + } + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# visualize by plotting coils\n", + "fig = plot_3d(\n", + " eq, \"B*n\", grid=LinearGrid(M=40, N=30, endpoint=True), field=coilset_helical\n", + ")\n", + "\n", + "fig = plot_coils(coilset_helical, fig=fig)\n", + "fig.show()" + ] + }, + { + "cell_type": "markdown", + "id": "372abf7b-cdc8-4fbb-b9fc-8b870e17b4e6", + "metadata": {}, + "source": [ + "These coils can then be used as the initial guesses for a filamentary coil optimization (see the tutorial on stage two filamentery coil optimization!) to refine the solution and reduce the Bn error further, as well as accounting for engineering tolerances. " + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "desc-env-latest", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.0" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/requirements.txt b/requirements.txt index c00e7674e2..663c766026 100644 --- a/requirements.txt +++ b/requirements.txt @@ -6,11 +6,12 @@ interpax >= 0.3.3 matplotlib >= 3.5.0, < 4.0.0 mpmath >= 1.0.0, < 2.0 netcdf4 >= 1.5.4, < 2.0 -numpy >= 1.20.0, < 2.0.0 +numpy >= 1.20.0 nvgpu orthax plotly >= 5.16, < 6.0 psutil pylatexenc >= 2.0, < 3.0 -scipy >= 1.7.0, < 2.0.0 +scikit-image +scipy >= 1.7.0 termcolor diff --git a/requirements_conda.yml b/requirements_conda.yml index 40db48f1cb..4183c2393c 100644 --- a/requirements_conda.yml +++ b/requirements_conda.yml @@ -7,9 +7,9 @@ dependencies: - matplotlib >= 3.5.0, < 4.0.0 - mpmath >= 1.0.0, < 2.0 - netcdf4 >= 1.5.4, < 2.0 - - numpy >= 1.20.0, < 2.0 + - numpy >= 1.20.0 - psutil - - scipy >= 1.7.0, < 2.0 + - scipy >= 1.7.0 - termcolor - pip - pip: @@ -21,3 +21,4 @@ dependencies: - orthax - plotly >= 5.16, < 6.0 - pylatexenc >= 2.0, < 3.0 + - scikit-image diff --git a/setup.cfg b/setup.cfg index c0896a6db9..ec603ef1f1 100644 --- a/setup.cfg +++ b/setup.cfg @@ -48,6 +48,8 @@ markers= filterwarnings= error ignore::pytest.PytestUnraisableExceptionWarning + # Ignore division by inf warning when trust radius is set to infinite + ignore:invalid value encountered in scalar divide:RuntimeWarning:desc.optimize # ignore benign Cython warnings on ndarray size ignore:numpy.ndarray size changed:RuntimeWarning # ignore DeprecationWarnings from dependency packages diff --git a/tests/baseline/test_1d_elongation.png b/tests/baseline/test_1d_elongation.png index ccf04b533c..70baf117c1 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a/tests/baseline/test_trapped_fraction_Kim.png b/tests/baseline/test_trapped_fraction_Kim.png index faa395ef87..10f1b90c12 100644 Binary files a/tests/baseline/test_trapped_fraction_Kim.png and b/tests/baseline/test_trapped_fraction_Kim.png differ diff --git a/tests/conftest.py b/tests/conftest.py index ccab0e07a6..450132b541 100644 --- a/tests/conftest.py +++ b/tests/conftest.py @@ -4,6 +4,7 @@ import h5py import jax +import matplotlib.pyplot as plt import numpy as np import pytest from netCDF4 import Dataset @@ -21,8 +22,15 @@ from desc.equilibrium import EquilibriaFamily, Equilibrium from desc.examples import get from desc.grid import LinearGrid +from desc.magnetic_fields import ( + FourierCurrentPotentialField, + ToroidalMagneticField, + solve_regularized_surface_current, +) from desc.vmec import VMECIO +plt.rcParams.update({"figure.max_open_warning": 0}) + @pytest.fixture(scope="class", autouse=True) def clear_caches_before(): @@ -284,13 +292,13 @@ def DummyMixedCoilSet(tmpdir_factory): vf_coil, displacement=[0, 0, 2], n=3, endpoint=True ) xyz_coil = FourierXYZCoil(current=2) - phi = 2 * np.pi * np.linspace(0, 1, 20, endpoint=True) ** 2 + phi = 2 * np.pi * np.linspace(0, 1, 20, endpoint=True) spline_coil = SplineXYZCoil( current=1, X=np.cos(phi), Y=np.sin(phi), Z=np.zeros_like(phi), - knots=np.linspace(0, 2 * np.pi, len(phi)), + knots=phi, ) full_coilset = MixedCoilSet( (tf_coilset, vf_coilset, xyz_coil, spline_coil), check_intersection=False @@ -337,6 +345,146 @@ def VMEC_save(SOLOVEV, tmpdir_factory): return vmec, desc +@pytest.fixture(scope="session") +def regcoil_helical_coils_scan(): + """Run regcoil for precise eq and surface, scan over lambda_regularization.""" + eq = get("precise_QA") + surf_winding = eq.surface.constant_offset_surface( + offset=0.2, # desired offset + M=16, # Poloidal resolution of desired offset surface + N=12, # Toroidal resolution of desired offset surface + grid=LinearGrid(M=32, N=16, NFP=eq.NFP), + ) + surface_current_field = FourierCurrentPotentialField.from_surface( + surf_winding, M_Phi=8, N_Phi=8 + ) + fields, data = solve_regularized_surface_current( + surface_current_field, + eq, + eval_grid=LinearGrid(M=20, N=20, NFP=eq.NFP, sym=True), + source_grid=LinearGrid(M=40, N=40, NFP=eq.NFP), + lambda_regularization=np.append(np.array([0.0]), np.logspace(-30, -1, 5)), + current_helicity=(1 * eq.NFP, -1), + vacuum=True, + regularization_type="regcoil", + ) + surface_current_field = fields[0] + return (data, surface_current_field, eq) + + +@pytest.fixture(scope="session") +def regcoil_modular_coils(): + """Run regcoil for precise QA eq and surface with modular coils.""" + eq = get("precise_QA") + surf_winding = eq.surface.constant_offset_surface( + offset=0.2, # desired offset + M=16, # Poloidal resolution of desired offset surface + N=12, # Toroidal resolution of desired offset surface + grid=LinearGrid(M=32, N=16, NFP=eq.NFP), + ) + M_Phi = 10 + N_Phi = 10 + M_egrid = 20 + N_egrid = 20 + M_sgrid = 40 + N_sgrid = 40 + lambda_regularization = 1e-18 + + surface_current_field = FourierCurrentPotentialField.from_surface( + surf_winding, M_Phi=M_Phi, N_Phi=N_Phi + ) + surface_current_field, data = solve_regularized_surface_current( + surface_current_field, + eq, + eval_grid=LinearGrid(M=M_egrid, N=N_egrid, NFP=eq.NFP, sym=True), + source_grid=LinearGrid(M=M_sgrid, N=N_sgrid, NFP=eq.NFP), + lambda_regularization=lambda_regularization, + regularization_type="regcoil", + vacuum=True, + ) + surface_current_field = surface_current_field[0] + + return (data, surface_current_field, eq) + + +@pytest.fixture(scope="session") +def regcoil_windowpane_coils(): + """Run regcoil for precise QA eq and surface with windowpane coils.""" + eq = get("precise_QA") + surf_winding = eq.surface.constant_offset_surface( + offset=0.2, # desired offset + M=16, # Poloidal resolution of desired offset surface + N=12, # Toroidal resolution of desired offset surface + grid=LinearGrid(M=32, N=16, NFP=eq.NFP), + ) + M_Phi = 10 + N_Phi = 10 + M_egrid = 20 + N_egrid = 20 + M_sgrid = 20 + N_sgrid = 20 + lambda_regularization = 1e-18 + + surface_current_field = FourierCurrentPotentialField.from_surface( + surf_winding, M_Phi=M_Phi, N_Phi=N_Phi, sym_Phi="sin" + ) + # provide necessary toroidal flux with a TF field + G = eq.compute("G")["G"][-1] + surface_current_field, data = solve_regularized_surface_current( + surface_current_field, + eq, + eval_grid=LinearGrid(M=M_egrid, N=N_egrid, NFP=eq.NFP, sym=True), + source_grid=LinearGrid(M=M_sgrid, N=N_sgrid, NFP=eq.NFP), + lambda_regularization=lambda_regularization, + regularization_type="regcoil", + vacuum=True, + current_helicity=(0, 0), + external_field=ToroidalMagneticField(B0=G, R0=1), + ) + surface_current_field = surface_current_field[0] + + return (data, surface_current_field, eq) + + +@pytest.fixture(scope="session") +def regcoil_PF_coils(): + """Run regcoil for precise QA eq and surface with PF coils.""" + eq = get("precise_QA") + surf_winding = eq.surface.constant_offset_surface( + offset=0.2, # desired offset + M=16, # Poloidal resolution of desired offset surface + N=12, # Toroidal resolution of desired offset surface + grid=LinearGrid(M=32, N=16, NFP=eq.NFP), + ) + M_Phi = 10 + N_Phi = 10 + M_egrid = 20 + N_egrid = 20 + M_sgrid = 30 + N_sgrid = 30 + lambda_regularization = 1e-24 + + surface_current_field = FourierCurrentPotentialField.from_surface( + surf_winding, M_Phi=M_Phi, N_Phi=N_Phi, sym_Phi="sin" + ) + # provide necessary toroidal flux with a TF field + G = eq.compute("G")["G"][-1] + surface_current_field, data = solve_regularized_surface_current( + surface_current_field, + eq, + eval_grid=LinearGrid(M=M_egrid, N=N_egrid, NFP=eq.NFP, sym=True), + source_grid=LinearGrid(M=M_sgrid, N=N_sgrid, NFP=eq.NFP), + lambda_regularization=lambda_regularization, + regularization_type="regcoil", + vacuum=True, + current_helicity=(0, 1), + external_field=ToroidalMagneticField(B0=G, R0=1), + ) + surface_current_field = surface_current_field[0] + + return (data, surface_current_field, eq) + + @pytest.fixture(scope="session") def VMEC_save_asym(tmpdir_factory): """Save an asymmetric equilibrium in VMEC netcdf format for comparison.""" diff --git a/tests/inputs/HELIO_asym.h5 b/tests/inputs/HELIO_asym.h5 index c66a6cb100..3d57653cb6 100644 Binary files a/tests/inputs/HELIO_asym.h5 and b/tests/inputs/HELIO_asym.h5 differ diff --git a/tests/inputs/precise_QA_helical_coils.h5 b/tests/inputs/precise_QA_helical_coils.h5 new file mode 100644 index 0000000000..d7ee0a5192 Binary files /dev/null and b/tests/inputs/precise_QA_helical_coils.h5 differ diff --git a/tests/test_axis_limits.py b/tests/test_axis_limits.py index b8d173f7e9..27a2008136 100644 --- a/tests/test_axis_limits.py +++ b/tests/test_axis_limits.py @@ -191,7 +191,8 @@ def assert_is_continuous( """ if kwargs is None: kwargs = {} - # TODO: remove when boozer transform works with multiple surfaces + # TODO ( #671, #1206):currently skip Boozer quants because it need sym=False + # grid (#1206) and Boozer axis limits are not yet implemented (#671) names = [ name for name in names diff --git a/tests/test_bootstrap.py b/tests/test_bootstrap.py index d4e49016a1..c314069605 100644 --- a/tests/test_bootstrap.py +++ b/tests/test_bootstrap.py @@ -86,7 +86,7 @@ def test_trapped_fraction_analytic(self): modB = np.where( mask, 9.0 + 3.7 * np.sin(theta - NFP * zeta), 13.0 + 2.6 * np.cos(theta) ) - # todo: find value for sqrt_g_r value to test axis limit + # TODO (#671): find value for sqrt_g_r to test axis limit f_t_data = trapped_fraction(grid, modB, sqrt_g, sqrt_g_r=np.nan) # The average of (b0 + b1 cos(theta))^2 is b0^2 + (1/2) * b1^2 np.testing.assert_allclose( diff --git a/tests/test_compute_everything.py b/tests/test_compute_everything.py index ead54493e3..9619166042 100644 --- a/tests/test_compute_everything.py +++ b/tests/test_compute_everything.py @@ -244,7 +244,8 @@ def test_compute_everything(): if p in no_xyz_things: continue # remove quantities that are not implemented in the XYZ basis - # TODO: generalize this instead of hard-coding for "grad(B)" & dependencies + # TODO (#1110): generalize this instead of hard-coding for + # the quantities "grad(B)" & dependencies names_xyz = ( names - {"grad(B)", "|grad(B)|", "L_grad(B)"} if "grad(B)" in names diff --git a/tests/test_compute_funs.py b/tests/test_compute_funs.py index 9a9216cc8e..009e399410 100644 --- a/tests/test_compute_funs.py +++ b/tests/test_compute_funs.py @@ -1104,7 +1104,7 @@ def test_partial_derivative(name): @pytest.mark.solve def test_boozer_transform(): """Test that Boozer coordinate transform agrees with BOOZ_XFORM.""" - # TODO: add test with stellarator example + # TODO (#680): add test with stellarator example eq = get("DSHAPE_CURRENT") grid = LinearGrid(M=eq.M_grid, N=eq.N_grid, NFP=eq.NFP) data = eq.compute("|B|_mn", grid=grid, M_booz=eq.M, N_booz=eq.N) @@ -1477,8 +1477,8 @@ def test_surface_equilibrium_geometry(): """Test that computing stuff from surface gives same result as equilibrium.""" names = ["HELIOTRON"] data = ["A", "V", "a", "R0", "R0/a", "a_major/a_minor"] - # TODO: expand this to include all angular derivatives once they are implemented - # for surfaces + # TODO (#1397): expand this to include all angular derivatives + # once they are implemented for surfaces data_basis_vecs_fourierRZ = [ "e_theta", "e_zeta", diff --git a/tests/test_examples.py b/tests/test_examples.py index 5b4e328981..dbb791894d 100644 --- a/tests/test_examples.py +++ b/tests/test_examples.py @@ -8,6 +8,7 @@ import pytest from qic import Qic from qsc import Qsc +from scipy.constants import mu_0 from desc.backend import jnp, tree_leaves from desc.coils import ( @@ -25,10 +26,12 @@ from desc.grid import LinearGrid from desc.io import load from desc.magnetic_fields import ( + FourierCurrentPotentialField, OmnigenousField, SplineMagneticField, ToroidalMagneticField, VerticalMagneticField, + solve_regularized_surface_current, ) from desc.objectives import ( AspectRatio, @@ -64,6 +67,7 @@ QuadraticFlux, QuasisymmetryBoozer, QuasisymmetryTwoTerm, + SurfaceCurrentRegularization, VacuumBoundaryError, Volume, get_fixed_boundary_constraints, @@ -1207,6 +1211,250 @@ def test_example_get_current(self): ) +@pytest.mark.regression +@pytest.mark.solve +@pytest.mark.slow +def test_regcoil_axisymmetric(): + """Test axisymmetric regcoil solution.""" + # make a simple axisymmetric vacuum equilibrium + eq = load("./tests/inputs/vacuum_circular_tokamak.h5") + # no phi_SV is needed since it is axisymmetric, + # so phi_mn should be zero when running with simple regularization + # especially with a nonzero lambda_regularization + surf_winding = FourierRZToroidalSurface.constant_offset_surface(eq.surface, 2) + + surface_current_field = FourierCurrentPotentialField.from_surface( + surf_winding, M_Phi=1, N_Phi=1, sym_Phi="sin" + ) + surface_current_field, data = solve_regularized_surface_current( + surface_current_field, + eq, + lambda_regularization=1e-30, # little regularization to avoid singular matrix + vacuum=True, + verbose=2, + regularization_type="regcoil", + ) + # is a list of length one, index into it + surface_current_field = surface_current_field[0] + chi_B = data["chi^2_B"][0] + phi_mn_opt = surface_current_field.Phi_mn + G = surface_current_field.G + np.testing.assert_allclose(phi_mn_opt, 0, atol=1e-6) + np.testing.assert_allclose(chi_B, 0, atol=1e-10) + coords = eq.compute(["R", "phi", "Z", "B"]) + B = coords["B"] + coords = np.vstack([coords["R"], coords["phi"], coords["Z"]]).T + B_from_surf = surface_current_field.compute_magnetic_field( + coords, source_grid=LinearGrid(M=200, N=200, NFP=surf_winding.NFP) + ) + np.testing.assert_allclose(B, B_from_surf, rtol=1e-4, atol=1e-8) + + grid = LinearGrid(N=10, M=10, NFP=surface_current_field.NFP) + correct_phi = G * grid.nodes[:, 2] / 2 / np.pi + np.testing.assert_allclose( + surface_current_field.compute("Phi", grid=grid)["Phi"], correct_phi, atol=5e-9 + ) + surface_current_field.change_Phi_resolution(M=2, N=2) + # test with lambda_regularization large, should have no phi_mn + surface_current_field, data = solve_regularized_surface_current( + surface_current_field, + eq=eq, + eval_grid=LinearGrid(M=10, N=10, NFP=eq.NFP, sym=eq.sym), + source_grid=LinearGrid(M=40, N=40, NFP=eq.NFP), + lambda_regularization=1e4, + vacuum=True, + regularization_type="simple", + ) + surface_current_field = surface_current_field[0] + phi_mn_opt = surface_current_field.Phi_mn + np.testing.assert_allclose(phi_mn_opt, 0, atol=1e-16) + np.testing.assert_allclose(data["chi^2_B"][0], 0, atol=1e-10) + np.testing.assert_allclose( + surface_current_field.compute("Phi", grid=grid)["Phi"], correct_phi, atol=1e-16 + ) + B_from_surf = surface_current_field.compute_magnetic_field( + coords, source_grid=LinearGrid(M=200, N=200, NFP=surf_winding.NFP) + ) + np.testing.assert_allclose(B, B_from_surf, rtol=1e-4, atol=1e-8) + + # test with half the current given external to winding surface + surface_current_field, data = solve_regularized_surface_current( + surface_current_field, + eq=eq, + eval_grid=LinearGrid(M=10, N=10, NFP=eq.NFP, sym=eq.sym), + source_grid=LinearGrid(M=40, N=80, NFP=eq.NFP), + lambda_regularization=1e4, + # negate the B0 because a negative G corresponds to a positive B toroidal + # and we want this to provide half the field the surface current's + # G is providing, in the same direction + external_field=ToroidalMagneticField(B0=-mu_0 * (G / 2) / 2 / np.pi, R0=1), + vacuum=True, + ) + surface_current_field = surface_current_field[0] + phi_mn_opt = surface_current_field.Phi_mn + np.testing.assert_allclose(G / 2, surface_current_field.G, atol=1e-8) + np.testing.assert_allclose(phi_mn_opt, 0, atol=1e-9) + np.testing.assert_allclose( + surface_current_field.compute("Phi", grid=grid)["Phi"], + correct_phi / 2, + atol=1e-9, + ) + np.testing.assert_allclose(data["chi^2_B"][0], 0, atol=1e-11) + B_from_surf = surface_current_field.compute_magnetic_field( + coords, source_grid=LinearGrid(M=200, N=200, NFP=surf_winding.NFP) + ) + np.testing.assert_allclose(B, B_from_surf * 2, rtol=1e-4, atol=1e-8) + + +@pytest.mark.regression +@pytest.mark.solve +@pytest.mark.slow +def test_regcoil_modular_check_B(regcoil_modular_coils): + """Test precise QA modular (helicity=(1,0)) regcoil solution.""" + ( + data, + initial_surface_current_field, + eq, + ) = regcoil_modular_coils + chi_B = data["chi^2_B"][0] + surface_current_field = initial_surface_current_field.copy() + + np.testing.assert_array_less(chi_B, 1e-6) + coords = eq.compute(["R", "phi", "Z", "B"], grid=LinearGrid(M=20, N=20, NFP=eq.NFP)) + B = coords["B"] + coords = np.vstack([coords["R"], coords["phi"], coords["Z"]]).T + B_from_surf = surface_current_field.compute_magnetic_field( + coords, + source_grid=LinearGrid(M=60, N=60, NFP=surface_current_field.NFP), + basis="rpz", + ) + np.testing.assert_allclose(B, B_from_surf, rtol=5e-2, atol=5e-4) + + +@pytest.mark.regression +@pytest.mark.solve +@pytest.mark.slow +def test_regcoil_windowpane_check_B(regcoil_windowpane_coils): + """Test precise QA windowpane (helicity=(0,0)) regcoil solution.""" + ( + data, + surface_current_field, + eq, + ) = regcoil_windowpane_coils + assert surface_current_field.I == 0 + assert surface_current_field.G == 0 + + chi_B = data["chi^2_B"][0] + np.testing.assert_array_less(chi_B, 1e-7) + coords = eq.compute(["R", "phi", "Z", "B"], grid=data["eval_grid"]) + B = coords["B"] + coords = np.vstack([coords["R"], coords["phi"], coords["Z"]]).T + field = surface_current_field + data["external_field"] + B_from_surf = field.compute_magnetic_field( + coords, + source_grid=data["source_grid"], + basis="rpz", + ) + np.testing.assert_allclose(B, B_from_surf, rtol=1e-2, atol=5e-4) + + +@pytest.mark.regression +@pytest.mark.solve +@pytest.mark.slow +def test_regcoil_PF_check_B(regcoil_PF_coils): + """Test precise QA PF (helicity=(0,2)) regcoil solution.""" + (data, surface_current_field, eq) = regcoil_PF_coils + assert surface_current_field.G == 0 + assert abs(surface_current_field.I) > 0 + chi_B = data["chi^2_B"][0] + np.testing.assert_array_less(chi_B, 1e-5) + coords = eq.compute(["R", "phi", "Z", "B"], grid=data["eval_grid"]) + B = coords["B"] + coords = np.vstack([coords["R"], coords["phi"], coords["Z"]]).T + field = surface_current_field + data["external_field"] + B_from_surf = field.compute_magnetic_field( + coords, + source_grid=data["source_grid"], + basis="rpz", + ) + np.testing.assert_allclose(B, B_from_surf, rtol=4e-2, atol=5e-4) + + +@pytest.mark.regression +@pytest.mark.solve +@pytest.mark.slow +def test_regcoil_helical_coils_check_objective_method( + regcoil_helical_coils_scan, +): + """Test precise QA helical coil regcoil solution.""" + (data, initial_surface_current_field, eq) = regcoil_helical_coils_scan + lam_index = 1 + lam = data["lambda_regularization"][lam_index] + initial_surface_current_field.Phi_mn = data["Phi_mn"][lam_index] + surface_current_field = initial_surface_current_field.copy() + + # reset the Phi_mn + surface_current_field.Phi_mn = surface_current_field.Phi_mn.at[:].set(0.0) + constraints = ( # now fix all but Phi_mn + FixParameters( + surface_current_field, + params={"I": True, "G": True, "R_lmn": True, "Z_lmn": True}, + ), + ) + eval_grid = data["eval_grid"] + sgrid = data["source_grid"] + + obj = QuadraticFlux( + field=surface_current_field, + eq=eq, + eval_grid=eval_grid, + field_grid=sgrid, + vacuum=True, + ) + + objective = ObjectiveFunction( + ( + obj, + SurfaceCurrentRegularization( + surface_current_field=surface_current_field, + weight=np.sqrt(lam), + source_grid=sgrid, + ), + ), + use_jit=False, + ) + + optimizer = Optimizer("lsq-exact") + + (surface_current_field,), _ = optimizer.optimize( + (surface_current_field,), + objective, + constraints, + verbose=1, + maxiter=1, + ftol=0, + gtol=0, + xtol=1e-16, + options={"initial_trust_radius": np.inf, "tr_method": "cho"}, + ) + + coords = eq.compute(["R", "phi", "Z", "B"]) + B = coords["B"] + coords = np.vstack([coords["R"], coords["phi"], coords["Z"]]).T + B_from_surf = surface_current_field.compute_magnetic_field( + coords, + source_grid=sgrid, + basis="rpz", + ) + B_from_orig_surf = initial_surface_current_field.compute_magnetic_field( + coords, + source_grid=sgrid, + basis="rpz", + ) + np.testing.assert_allclose(B, B_from_surf, atol=6e-4, rtol=5e-2) + np.testing.assert_allclose(B_from_orig_surf, B_from_surf, atol=1e-8, rtol=1e-8) + + @pytest.mark.unit def test_quadratic_flux_optimization_with_analytic_field(): """Test analytic field optimization to reduce quadratic flux. @@ -1262,6 +1510,8 @@ def test_second_stage_optimization(): constraints=constraints, ftol=0, xtol=0, + gtol=0, + maxiter=100, verbose=2, ) np.testing.assert_allclose(field[0].R0, 3.5) # this value was fixed @@ -1324,7 +1574,20 @@ def test_second_stage_optimization_CoilSet(): @pytest.mark.slow @pytest.mark.unit -def test_optimize_with_all_coil_types(DummyCoilSet, DummyMixedCoilSet): +@pytest.mark.parametrize( + "coil_type", + [ + "FourierPlanarCoil", + "FourierRZCoil", + "FourierXYZCoil", + "SplineXYZCoil", + "CoilSet sym", + "CoilSet asym", + "MixedCoilSet", + "nested CoilSet", + ], +) +def test_optimize_with_all_coil_types(DummyCoilSet, DummyMixedCoilSet, coil_type): """Test optimizing for every type of coil and dummy coil sets.""" sym_coils = load(load_from=str(DummyCoilSet["output_path_sym"]), file_format="hdf5") asym_coils = load( @@ -1340,66 +1603,63 @@ def test_optimize_with_all_coil_types(DummyCoilSet, DummyMixedCoilSet): quad_eval_grid = LinearGrid(M=2, sym=True) quad_field_grid = LinearGrid(N=2) - def test(c, method): - target = 11 - rtol = 1e-3 - # first just check that quad flux works for a couple iterations - # as this is an expensive objective to compute - obj = ObjectiveFunction( - QuadraticFlux( - eq=eq, - field=c, - vacuum=True, - weight=1e-4, - eval_grid=quad_eval_grid, - field_grid=quad_field_grid, - ) - ) - optimizer = Optimizer(method) - (c,), _ = optimizer.optimize(c, obj, maxiter=2, ftol=0, xtol=1e-15) - - # now check with optimizing geometry and actually check result - objs = [ - CoilLength(c, target=target), - ] - extra_msg = "" - if isinstance(c, MixedCoilSet): - # just to check they work without error - objs.extend( - [ - CoilCurvature(c, target=0.5, weight=1e-2), - CoilTorsion(c, target=0, weight=1e-2), - ] - ) - rtol = 3e-2 - extra_msg = " with curvature and torsion obj" - - obj = ObjectiveFunction(objs) - - (c,), _ = optimizer.optimize(c, obj, maxiter=25, ftol=5e-3, xtol=1e-15) - flattened_coils = tree_leaves( - c, is_leaf=lambda x: isinstance(x, _Coil) and not isinstance(x, CoilSet) - ) - lengths = [coil.compute("length")["length"] for coil in flattened_coils] - np.testing.assert_allclose( - lengths, target, rtol=rtol, err_msg=f"lengths {c}" + extra_msg - ) - spline_coil = mixed_coils.coils[-1].copy() - # single coil - test(FourierPlanarCoil(), "fmintr") - test(FourierRZCoil(), "fmintr") - test(FourierXYZCoil(), "fmintr") - test(spline_coil, "fmintr") + types = { + "FourierPlanarCoil": (FourierPlanarCoil(), "fmintr"), + "FourierRZCoil": (FourierRZCoil(), "fmintr"), + "FourierXYZCoil": (FourierXYZCoil(), "fmintr"), + "SplineXYZCoil": (spline_coil, "fmintr"), + "CoilSet sym": (sym_coils, "lsq-exact"), + "CoilSet asym": (asym_coils, "lsq-exact"), + "MixedCoilSet": (mixed_coils, "lsq-exact"), + "nested CoilSet": (nested_coils, "lsq-exact"), + } + c, method = types[coil_type] + + target = 11 + rtol = 1e-3 + # first just check that quad flux works for a couple iterations + # as this is an expensive objective to compute + obj = ObjectiveFunction( + QuadraticFlux( + eq=eq, + field=c, + vacuum=True, + weight=1e-4, + eval_grid=quad_eval_grid, + field_grid=quad_field_grid, + ) + ) + optimizer = Optimizer(method) + (cc,), _ = optimizer.optimize(c, obj, maxiter=2, ftol=0, xtol=1e-8, copy=True) + + # now check with optimizing geometry and actually check result + objs = [ + CoilLength(c, target=target), + ] + extra_msg = "" + if isinstance(c, MixedCoilSet): + # just to check they work without error + objs.extend( + [ + CoilCurvature(c, target=0.5, weight=1e-2), + CoilTorsion(c, target=0, weight=1e-2), + ] + ) + rtol = 3e-2 + extra_msg = " with curvature and torsion obj" - # CoilSet - test(sym_coils, "lsq-exact") - test(asym_coils, "lsq-exact") + obj = ObjectiveFunction(objs) - # MixedCoilSet - test(mixed_coils, "lsq-exact") - test(nested_coils, "lsq-exact") + (c,), _ = optimizer.optimize(c, obj, maxiter=25, ftol=5e-3, xtol=1e-8) + flattened_coils = tree_leaves( + c, is_leaf=lambda x: isinstance(x, _Coil) and not isinstance(x, CoilSet) + ) + lengths = [coil.compute("length")["length"] for coil in flattened_coils] + np.testing.assert_allclose( + lengths, target, rtol=rtol, err_msg=f"lengths {c}" + extra_msg + ) @pytest.mark.unit diff --git a/tests/test_integrals.py b/tests/test_integrals.py index e254269006..56168d64e7 100644 --- a/tests/test_integrals.py +++ b/tests/test_integrals.py @@ -997,9 +997,6 @@ def _fixed_elliptic(integrand, k, deg): quad = integrand(Z, k).dot(w) * grad_bijection_from_disc(a, b) return quad - # TODO: add the analytical test that converts incomplete elliptic integrals to - # complete ones using the Reciprocal Modulus transformation - # https://dlmf.nist.gov/19.7#E4. @staticmethod def elliptic_incomplete(k2): """Calculate elliptic integrals for bounce averaged binormal drift. @@ -1240,7 +1237,6 @@ def get_drift_analytic_data(): things = {"grid": grid, "eq": eq} return data, things - # TODO: stellarator geometry test with ripples @staticmethod def drift_analytic(data): """Compute analytic approximation for bounce-averaged binormal drift. diff --git a/tests/test_linear_objectives.py b/tests/test_linear_objectives.py index d0c17f8e39..35df7f9937 100644 --- a/tests/test_linear_objectives.py +++ b/tests/test_linear_objectives.py @@ -2,14 +2,12 @@ import numpy as np import pytest -import scipy.linalg from qsc import Qsc import desc.examples from desc.backend import jnp from desc.equilibrium import Equilibrium from desc.geometry import FourierRZToroidalSurface -from desc.grid import LinearGrid from desc.io import load from desc.magnetic_fields import OmnigenousField from desc.objectives import ( @@ -58,7 +56,7 @@ from desc.objectives.utils import factorize_linear_constraints from desc.profiles import PowerSeriesProfile -# TODO: check for all bdryR things if work when False is passed in +# TODO (#1348): check for all bdryR things if work when False is passed in # bc empty array indexed will lead to an error @@ -69,10 +67,10 @@ def test_LambdaGauge_sym(DummyStellarator): eq = load(load_from=str(DummyStellarator["output_path"]), file_format="hdf5") with pytest.warns(UserWarning, match="Reducing radial"): eq.change_resolution(L=2, M=1, N=1) - correct_constraint_matrix = np.zeros((0, 5)) lam_con = FixLambdaGauge(eq) lam_con.build() - np.testing.assert_array_equal(lam_con._A, correct_constraint_matrix) + # should have no indices to fix + assert lam_con._params["L_lmn"].size == 0 @pytest.mark.unit @@ -105,13 +103,10 @@ def test_LambdaGauge_asym(): lam_con = FixLambdaGauge(eq) lam_con.build() - # make sure that any lambda in the null space gives lambda==0 at theta=zeta=0 - Z = scipy.linalg.null_space(lam_con._A) - grid = LinearGrid(L=10, theta=[0], zeta=[0]) - for z in Z.T: - eq.L_lmn = z - lam = eq.compute("lambda", grid=grid)["lambda"] - np.testing.assert_allclose(lam, 0, atol=1e-15) + indices = np.where( + np.logical_and(eq.L_basis.modes[:, 1] == 0, eq.L_basis.modes[:, 2] == 0) + )[0] + np.testing.assert_allclose(indices, lam_con._params["L_lmn"]) @pytest.mark.regression @@ -786,7 +781,7 @@ def test_FixMode_passed_target_no_passed_modes_error(): @pytest.mark.unit def test_FixSumModes_passed_target_too_long(): """Test Fixing Modes with more than a size-1 target.""" - # TODO: remove this test if FixSumModes is generalized + # TODO (#1399): remove this test if FixSumModes is generalized # to accept multiple targets and sets of modes at a time eq = Equilibrium(L=3, M=4) with pytest.raises(ValueError): diff --git a/tests/test_magnetic_fields.py b/tests/test_magnetic_fields.py index b5f36dc8f3..6484615bcd 100644 --- a/tests/test_magnetic_fields.py +++ b/tests/test_magnetic_fields.py @@ -1,5 +1,6 @@ """Tests for magnetic field classes.""" +import matplotlib.pyplot as plt import numpy as np import pytest from diffrax import Dopri5 @@ -28,6 +29,7 @@ VerticalMagneticField, field_line_integrate, read_BNORM_file, + solve_regularized_surface_current, ) from desc.magnetic_fields._dommaschk import CD_m_k, CN_m_k from desc.utils import dot @@ -557,6 +559,123 @@ def test_fourier_current_potential_field(self): atol=1e-16, ) + @pytest.mark.unit + @pytest.mark.mpl_image_compare(remove_text=True, tolerance=10) + def test_fourier_current_potential_field_modular_coil_cut(self): + """Test Fourier current potential coil cut against analytic solenoid.""" + surface = FourierRZToroidalSurface( + R_lmn=jnp.array([20, 3]), + Z_lmn=jnp.array([0, -3]), + modes_R=jnp.array([[0, 0], [1, 0]]), + modes_Z=jnp.array([[0, 0], [-1, 0]]), + NFP=5, + ) + # make a current potential corresponding a purely poloidal current + G = 1e4 # net poloidal current + correct_field = lambda R, phi, Z: jnp.array([[0, mu_0 * G / 2 / jnp.pi / R, 0]]) + + field = FourierCurrentPotentialField( + I=0, + G=-G, + sym_Phi="sin", + R_lmn=surface.R_lmn, + Z_lmn=surface.Z_lmn, + modes_R=surface._R_basis.modes[:, 1:], + modes_Z=surface._Z_basis.modes[:, 1:], + NFP=surface.NFP, + ) + coils = field.to_CoilSet(10, stell_sym=True, show_plots=True).to_FourierXYZ( + N=2, grid=LinearGrid(N=8), check_intersection=False + ) + + np.testing.assert_allclose( + coils.compute_magnetic_field( + [20.0, 0, 0], + ), + correct_field(20.0, 0, 0), + atol=1e-8, + rtol=1e-8, + ) + np.testing.assert_allclose( + coils.compute_magnetic_field([20.0, np.pi / 4, 0]), + correct_field(20.0, np.pi / 4, 0), + atol=1e-8, + rtol=1e-8, + ) + return plt.gcf() + + @pytest.mark.unit + def test_fourier_current_potential_field_helical_coil_cut(self): + """Test Fourier current potential helix coil cut against analytic solenoid.""" + surface = FourierRZToroidalSurface( + R_lmn=jnp.array([20, 3]), + Z_lmn=jnp.array([0, -3]), + modes_R=jnp.array([[0, 0], [1, 0]]), + modes_Z=jnp.array([[0, 0], [-1, 0]]), + NFP=10, + ) + # make a current potential corresponding a helical current + # with a sharp pitch (approximating a toroidal solenoid) + G = 2e2 # net poloidal current + I = 1 + correct_field = lambda R, phi, Z: jnp.array([[0, mu_0 * G / 2 / jnp.pi / R, 0]]) + + field = FourierCurrentPotentialField( + I=I, + G=-G, + sym_Phi="sin", + R_lmn=surface.R_lmn, + Z_lmn=surface.Z_lmn, + modes_R=surface._R_basis.modes[:, 1:], + modes_Z=surface._Z_basis.modes[:, 1:], + NFP=10, + ) + + coils = field.to_CoilSet(1) + + np.testing.assert_allclose( + coils.compute_magnetic_field([20.0, 0, 0], source_grid=LinearGrid(N=700)), + correct_field(20.0, 0, 0), + atol=2e-8, + rtol=1e-8, + ) + np.testing.assert_allclose( + coils.compute_magnetic_field( + [20.0, np.pi / 4, 0], source_grid=LinearGrid(N=700) + ), + correct_field(20.0, np.pi / 4, 0), + atol=2e-8, + rtol=1e-8, + ) + # check with opposite helicity current + field = FourierCurrentPotentialField( + I=I, + G=G, + sym_Phi="sin", + R_lmn=surface.R_lmn, + Z_lmn=surface.Z_lmn, + modes_R=surface._R_basis.modes[:, 1:], + modes_Z=surface._Z_basis.modes[:, 1:], + NFP=10, + ) + + coils = field.to_CoilSet(1) + + np.testing.assert_allclose( + -coils.compute_magnetic_field([20.0, 0, 0], source_grid=LinearGrid(N=700)), + correct_field(20.0, 0, 0), + atol=2e-8, + rtol=1e-8, + ) + np.testing.assert_allclose( + -coils.compute_magnetic_field( + [20.0, np.pi / 4, 0], source_grid=LinearGrid(N=700) + ), + correct_field(20.0, np.pi / 4, 0), + atol=2e-8, + rtol=1e-8, + ) + @pytest.mark.unit def test_fourier_current_potential_vector_potential(self): """Test Fourier current potential vector potential against analytic result.""" @@ -901,6 +1020,27 @@ def test_init_Phi_mn_fourier_current_field(self): # ensure can compute field at a point without incompatible size error field.compute_magnetic_field([10.0, 0, 0]) + @pytest.mark.unit + def test_fourier_current_potential_field_coil_cut_warnings(self): + """Test Fourier current potential coil cut method warning.""" + curr = 1e4 + # with this choice of Phi_mn, the constant Phi contours + # move so much that they intersect the boundaries of where we + # plot them, that should return a warning + # TODO: When we switch from the visual coil cutting method, remove this + field = FourierCurrentPotentialField( + I=curr, + G=curr, + Phi_mn=np.array([-4 * curr / 13]), + modes_Phi=np.array([[-1, 0]]), + ) + + with pytest.warns( + UserWarning, + match="Detected", + ): + field.to_CoilSet(2) + @pytest.mark.slow @pytest.mark.unit def test_spline_field(self, tmpdir_factory): @@ -1244,6 +1384,44 @@ def test_omnigenous_field_change_resolution_B(self): np.testing.assert_allclose(B_half_lowres, B_half_highres, rtol=3e-3) np.testing.assert_allclose(B_lcfs_lowres, B_lcfs_highres, rtol=4e-3) + @pytest.mark.unit + def test_solve_current_potential_warnings_and_errors(self): + """Test solve current potential warnings/errors.""" + field = FourierCurrentPotentialField(I=0, G=1, sym_Phi="sin") + eq = get("SOLOVEV") + with pytest.warns(UserWarning, match="Reducing radial"): + eq.change_resolution(L=1, M=1, N=1, L_grid=1, M_grid=1, N_grid=1) + with pytest.raises(ValueError, match="length"): + solve_regularized_surface_current(field, eq, current_helicity=(1, 1, 1)) + with pytest.raises(ValueError, match="integer"): + solve_regularized_surface_current(field, eq, current_helicity=(1.2, 1)) + with pytest.raises(ValueError, match="regularization"): + solve_regularized_surface_current( + field, eq, regularization_type="not a valid option" + ) + with pytest.raises(ValueError, match="Expected Fourier"): + solve_regularized_surface_current(ToroidalMagneticField(1, 1), eq) + with pytest.raises(AssertionError, match="Expected MagneticField"): + solve_regularized_surface_current(field, eq, external_field=eq) + field = FourierCurrentPotentialField(I=0, G=1, sym_Phi="cos") + grid = LinearGrid(M=1, N=1) + # nested with pytest.warns, if a warning is not detected it is + # re-emitted and goes through the higher level context, + # this lets us test 3 different warnings with one fxn + # call here + with pytest.warns(UserWarning, match="Detected"): + with pytest.warns(UserWarning, match="Pressure"): + with pytest.warns(UserWarning, match="Current"): + solve_regularized_surface_current( + field, + eq, + eval_grid=grid, + source_grid=grid, + vc_source_grid=grid, + verbose=0, + vacuum=True, + ) + @pytest.mark.unit def test_dommaschk_CN_CD_m_0(): diff --git a/tests/test_objective_funs.py b/tests/test_objective_funs.py index a429358407..2c2abdf4a6 100644 --- a/tests/test_objective_funs.py +++ b/tests/test_objective_funs.py @@ -28,6 +28,7 @@ from desc.grid import ConcentricGrid, LinearGrid, QuadratureGrid from desc.io import load from desc.magnetic_fields import ( + CurrentPotentialField, FourierCurrentPotentialField, OmnigenousField, PoloidalMagneticField, @@ -73,6 +74,7 @@ QuasisymmetryTwoTerm, RotationalTransform, Shear, + SurfaceCurrentRegularization, ToroidalCurrent, ToroidalFlux, VacuumBoundaryError, @@ -526,7 +528,7 @@ def test(eq): def test_boundary_error_biestsc(self): """Test calculation of boundary error using BIEST w/ sheet current.""" coil = FourierXYZCoil(5e5) - coilset = CoilSet.linspaced_angular(coil, n=100) + coilset = CoilSet.linspaced_angular(coil, n=100, check_intersection=False) coil_grid = LinearGrid(N=20) eq = Equilibrium(L=3, M=3, N=3, Psi=np.pi) eq.surface = FourierCurrentPotentialField.from_surface( @@ -548,7 +550,7 @@ def test_boundary_error_biestsc(self): def test_boundary_error_biest(self): """Test calculation of boundary error using BIEST.""" coil = FourierXYZCoil(5e5) - coilset = CoilSet.linspaced_angular(coil, n=100) + coilset = CoilSet.linspaced_angular(coil, n=100, check_intersection=False) coil_grid = LinearGrid(N=20) eq = Equilibrium(L=3, M=3, N=3, Psi=np.pi) eq.solve() @@ -565,7 +567,7 @@ def test_boundary_error_biest(self): def test_boundary_error_vacuum(self): """Test calculation of vacuum boundary error.""" coil = FourierXYZCoil(5e5) - coilset = CoilSet.linspaced_angular(coil, n=100) + coilset = CoilSet.linspaced_angular(coil, n=100, check_intersection=False) coil_grid = LinearGrid(N=20) eq = Equilibrium(L=3, M=3, N=3, Psi=np.pi) eq.solve() @@ -582,7 +584,7 @@ def test_boundary_error_vacuum(self): def test_boundary_error_nestor(self): """Test calculation of boundary error using NESTOR.""" coil = FourierXYZCoil(5e5) - coilset = CoilSet.linspaced_angular(coil, n=100) + coilset = CoilSet.linspaced_angular(coil, n=100, check_intersection=False) coil_grid = LinearGrid(N=20) eq = Equilibrium(L=3, M=3, N=3, Psi=np.pi) eq.solve() @@ -716,7 +718,7 @@ def test_plasma_vessel_distance(self): warnings.simplefilter("error") obj.build() - # test softmin, should give value less than true minimum + # test softmin, should give approximate value surf_grid = LinearGrid(M=5, N=6) plas_grid = LinearGrid(M=5, N=6) obj = PlasmaVesselDistance( @@ -725,11 +727,12 @@ def test_plasma_vessel_distance(self): surface_grid=surf_grid, surface=surface, use_softmin=True, + softmin_alpha=5, ) obj.build() d = obj.compute_unscaled(*obj.xs(eq, surface)) assert d.size == obj.dim_f - assert np.all(np.abs(d) < a_s - a_p) + np.testing.assert_allclose(np.abs(d).min(), a_s - a_p, rtol=1.5e-1) # for large enough alpha, should be same as actual min obj = PlasmaVesselDistance( @@ -833,8 +836,12 @@ def test(coil, grid=None): assert len(f) == obj.dim_f coil = FourierPlanarCoil(r_n=2, basis="rpz") - coils = CoilSet.linspaced_linear(coil, n=3, displacement=[0, 3, 0]) - mixed_coils = MixedCoilSet.linspaced_linear(coil, n=2, displacement=[0, 7, 0]) + coils = CoilSet.linspaced_linear( + coil, n=3, displacement=[0, 3, 0], check_intersection=False + ) + mixed_coils = MixedCoilSet.linspaced_linear( + coil, n=2, displacement=[0, 7, 0], check_intersection=False + ) nested_coils = MixedCoilSet(coils, mixed_coils, check_intersection=False) grid = None # default grid @@ -856,8 +863,12 @@ def test(coil, grid=None): assert f.shape == (obj.dim_f,) coil = FourierPlanarCoil(r_n=2, basis="rpz") - coils = CoilSet.linspaced_linear(coil, n=3, displacement=[0, 3, 0]) - mixed_coils = MixedCoilSet.linspaced_linear(coil, n=2, displacement=[0, 7, 0]) + coils = CoilSet.linspaced_linear( + coil, n=3, displacement=[0, 3, 0], check_intersection=False + ) + mixed_coils = MixedCoilSet.linspaced_linear( + coil, n=2, displacement=[0, 7, 0], check_intersection=False + ) nested_coils = MixedCoilSet(coils, mixed_coils, check_intersection=False) grid = LinearGrid(N=5) # single grid @@ -879,8 +890,12 @@ def test(coil, grid=None): assert len(f) == obj.dim_f coil = FourierPlanarCoil(r_n=2, basis="rpz") - coils = CoilSet.linspaced_linear(coil, n=3, displacement=[0, 3, 0]) - mixed_coils = MixedCoilSet.linspaced_linear(coil, n=2, displacement=[0, 7, 0]) + coils = CoilSet.linspaced_linear( + coil, n=3, displacement=[0, 3, 0], check_intersection=False + ) + mixed_coils = MixedCoilSet.linspaced_linear( + coil, n=2, displacement=[0, 7, 0], check_intersection=False + ) nested_coils = MixedCoilSet(coils, mixed_coils, check_intersection=False) grid = [LinearGrid(N=5)] * 5 # single list of grids @@ -902,8 +917,12 @@ def test(coil, grid=None): assert len(f) == obj.dim_f coil = FourierPlanarCoil(r_n=2, basis="rpz") - coils = CoilSet.linspaced_linear(coil, n=3, displacement=[0, 3, 0]) - mixed_coils = MixedCoilSet.linspaced_linear(coil, n=2, displacement=[0, 7, 0]) + coils = CoilSet.linspaced_linear( + coil, n=3, displacement=[0, 3, 0], check_intersection=False + ) + mixed_coils = MixedCoilSet.linspaced_linear( + coil, n=2, displacement=[0, 7, 0], check_intersection=False + ) nested_coils = MixedCoilSet(coils, mixed_coils, check_intersection=False) grid = [[LinearGrid(N=5)] * 3, [LinearGrid(N=5)] * 2] # nested list of grids @@ -937,7 +956,9 @@ def test(coils, mindist, grid=None, expect_intersect=False, tol=None): n = 3 disp = 5 coil = FourierPlanarCoil(r_n=1, normal=[0, 0, 1]) - coils_linear = CoilSet.linspaced_linear(coil, n=n, displacement=[0, 0, disp]) + coils_linear = CoilSet.linspaced_linear( + coil, n=n, displacement=[0, 0, disp], check_intersection=False + ) test(coils_linear, disp / n) # planar toroidal coils, without symmetry @@ -946,7 +967,7 @@ def test(coils, mindist, grid=None, expect_intersect=False, tol=None): center = 3 r = 1 coil = FourierPlanarCoil(center=[center, 0, 0], normal=[0, 1, 0], r_n=r) - coils_angular = CoilSet.linspaced_angular(coil, n=4) + coils_angular = CoilSet.linspaced_angular(coil, n=4, check_intersection=False) test( coils_angular, np.sqrt(2) * (center - r), grid=LinearGrid(zeta=4), tol=1e-5 ) @@ -957,7 +978,9 @@ def test(coils, mindist, grid=None, expect_intersect=False, tol=None): center = 3 r = 1 coil = FourierPlanarCoil(center=[center, 0, 0], normal=[0, 1, 0], r_n=r) - coils = CoilSet.linspaced_angular(coil, angle=np.pi / 2, n=5, endpoint=True) + coils = CoilSet.linspaced_angular( + coil, angle=np.pi / 2, n=5, endpoint=True, check_intersection=False + ) coils_sym = CoilSet(coils[1::2], NFP=2, sym=True) test(coils_sym, 2 * (center - r) * np.sin(np.pi / 8), grid=LinearGrid(zeta=4)) @@ -965,10 +988,14 @@ def test(coils, mindist, grid=None, expect_intersect=False, tol=None): # TF coils instersect with the middle VF coil # extra coil is 5 m from middle VF coil tf_coil = FourierPlanarCoil(center=[2, 0, 0], normal=[0, 1, 0], r_n=1) - tf_coilset = CoilSet.linspaced_angular(tf_coil, n=4) + tf_coilset = CoilSet.linspaced_angular(tf_coil, n=4, check_intersection=False) vf_coil = FourierRZCoil(R_n=3, Z_n=-1) vf_coilset = CoilSet.linspaced_linear( - vf_coil, displacement=[0, 0, 2], n=3, endpoint=True + vf_coil, + displacement=[0, 0, 2], + n=3, + endpoint=True, + check_intersection=False, ) xyz_coil = FourierXYZCoil(X_n=[0, 6, 1], Y_n=[0, 0, 0], Z_n=[-1, 0, 0]) coils_mixed = MixedCoilSet( @@ -981,7 +1008,7 @@ def test(coils, mindist, grid=None, expect_intersect=False, tol=None): grid=LinearGrid(zeta=4), expect_intersect=True, ) - # TODO: move this coil set to conftest? + # TODO (#1400, 914): move this coil set to conftest? @pytest.mark.unit def test_plasma_coil_min_distance(self): @@ -1029,7 +1056,7 @@ def test( ) eq = Equilibrium(surface=surf, NFP=1, M=2, N=0, sym=True) coil = FourierPlanarCoil(center=[R0, 0, 0], normal=[0, 1, 0], r_n=[a + offset]) - coils = CoilSet.linspaced_angular(coil, n=8) + coils = CoilSet.linspaced_angular(coil, n=8, check_intersection=False) test( eq, coils, @@ -1059,7 +1086,9 @@ def test( ) eq = Equilibrium(surface=surf, NFP=1, M=2, N=0, sym=True) coil = FourierPlanarCoil(center=[R0, 0, 0], normal=[0, 1, 0], r_n=[a + offset]) - coils = CoilSet.linspaced_angular(coil, angle=np.pi / 2, n=5, endpoint=True) + coils = CoilSet.linspaced_angular( + coil, angle=np.pi / 2, n=5, endpoint=True, check_intersection=False + ) coils = CoilSet(coils[1::2], NFP=2, sym=True) test( eq, @@ -1090,7 +1119,9 @@ def test( ) eq = Equilibrium(surface=surf, NFP=1, M=2, N=0, sym=True) coil = FourierPlanarCoil(center=[R0, 0, 0], normal=[0, 1, 0], r_n=[a + offset]) - coils = CoilSet.linspaced_angular(coil, angle=np.pi / 2, n=5, endpoint=True) + coils = CoilSet.linspaced_angular( + coil, angle=np.pi / 2, n=5, endpoint=True, check_intersection=False + ) coils = CoilSet(coils[1::2], NFP=2, sym=True) test( eq, @@ -1102,8 +1133,6 @@ def test( coils_fixed=True, ) - # TODO: add more complex test case with a stellarator and/or MixedCoilSet - @pytest.mark.unit def test_quadratic_flux(self): """Test calculation of quadratic flux on the boundary.""" @@ -1137,13 +1166,13 @@ def test_quadratic_flux(self): obj = QuadraticFlux(eq, t_field, eval_grid=eval_grid, source_grid=source_grid) Bnorm = t_field.compute_Bnormal( - eq.surface, eval_grid=eval_grid, source_grid=source_grid + eq, eval_grid=eval_grid, source_grid=source_grid )[0] obj.build(eq) dA = eq.compute("|e_theta x e_zeta|", grid=eval_grid)["|e_theta x e_zeta|"] - f = obj.compute(field_params=t_field.params_dict) + f = obj.compute_unscaled(t_field.params_dict) - np.testing.assert_allclose(f, Bnorm * dA, atol=2e-4, rtol=1e-2) + np.testing.assert_allclose(f, Bnorm * np.sqrt(dA), atol=2e-4, rtol=1e-2) # equilibrium that has B_plasma == 0 eq = load("./tests/inputs/vacuum_nonaxisym.h5") @@ -1161,7 +1190,7 @@ def test_quadratic_flux(self): f = obj.compute(field_params=t_field.params_dict) dA = eq.compute("|e_theta x e_zeta|", grid=eval_grid)["|e_theta x e_zeta|"] # check that they're the same since we set B_plasma = 0 - np.testing.assert_allclose(f, Bnorm * dA, atol=1e-14) + np.testing.assert_allclose(f, Bnorm * np.sqrt(dA), atol=1e-14) @pytest.mark.unit def test_toroidal_flux(self): @@ -1204,10 +1233,10 @@ def test_coil_linking_number(self): coil = FourierPlanarCoil(center=[10, 1, 0]) # regular modular coilset from symmetry, so that there are 10 coils, half going # one way and half going the other way - coilset = CoilSet.from_symmetry(coil, NFP=5, sym=True) + coilset = CoilSet.from_symmetry(coil, NFP=5, sym=True, check_intersection=False) coil2 = FourierRZCoil() # add a coil along the axis that links all the other coils - coilset2 = MixedCoilSet(coilset, coil2) + coilset2 = MixedCoilSet(coilset, coil2, check_intersection=False) obj = CoilSetLinkingNumber(coilset2) obj.build() @@ -1299,7 +1328,6 @@ def test_signed_plasma_vessel_distance(self): assert obj.dim_f == d.size assert abs(d.max() - (-a_s)) < 1e-14 assert abs(d.min() - (-a_s)) < grid.spacing[0, 1] * a_s - # test errors # differing grid zetas, same num_zeta with pytest.raises(ValueError): @@ -1322,6 +1350,59 @@ def test_signed_plasma_vessel_distance(self): ) obj.build() + @pytest.mark.unit + def test_surface_current_regularization(self): + """Test SurfaceCurrentRegularization Calculation.""" + + def test(field, grid): + obj = SurfaceCurrentRegularization(field, source_grid=grid) + obj.build() + return obj.compute(field.params_dict) + + field1 = FourierCurrentPotentialField( + I=0, G=10, NFP=10, Phi_mn=[[0]], modes_Phi=[[2, 2]] + ) + grid = LinearGrid(M=5, N=5, NFP=field1.NFP) + result1 = test(field1, grid) + result2 = test(field1, grid=None) + + # test with CurrentPotentialField + surface = FourierRZToroidalSurface( + R_lmn=jnp.array([10, 1]), + Z_lmn=jnp.array([0, -1]), + modes_R=jnp.array([[0, 0], [1, 0]]), + modes_Z=jnp.array([[0, 0], [-1, 0]]), + NFP=10, + ) + surface.change_resolution(M=field1._M_Phi, N=field1._N_Phi) + # make a current potential corresponding a purely poloidal current + G = 10 # net poloidal current + potential = lambda theta, zeta, G: G * zeta / 2 / jnp.pi + potential_dtheta = lambda theta, zeta, G: jnp.zeros_like(theta) + potential_dzeta = lambda theta, zeta, G: G * jnp.ones_like(theta) / 2 / jnp.pi + + params = {"G": -G} + + field2 = CurrentPotentialField( + potential, + R_lmn=surface.R_lmn, + Z_lmn=surface.Z_lmn, + modes_R=surface._R_basis.modes[:, 1:], + modes_Z=surface._Z_basis.modes[:, 1:], + params=params, + potential_dtheta=potential_dtheta, + potential_dzeta=potential_dzeta, + NFP=surface.NFP, + ) + result3 = test(field2, grid) + result4 = test(field2, grid=None) + field1.G = 2 * field1.G + result5 = test(field1, grid) + + np.testing.assert_allclose(result1, result3) + np.testing.assert_allclose(result1 * 2, result5) + np.testing.assert_allclose(result2, result4) + @pytest.mark.regression def test_derivative_modes(): @@ -1788,7 +1869,7 @@ def test(obj, eq, surface, d, print_init=False): def test_boundary_error_print(capsys): """Test that the boundary error objectives print correctly.""" coil = FourierXYZCoil(5e5) - coilset = CoilSet.linspaced_angular(coil, n=100) + coilset = CoilSet.linspaced_angular(coil, n=100, check_intersection=False) coil_grid = LinearGrid(N=20) eq = Equilibrium(L=3, M=3, N=3, Psi=np.pi) @@ -2228,20 +2309,18 @@ def test_objective_target_bounds(): def test_softmax_and_softmin(): """Test softmax and softmin function.""" arr = np.arange(-17, 17, 5) - # expect this to not be equal to the max but rather be more - # since softmax is a conservative estimate of the max + # expect this to not be equal to the max but approximately so sftmax = softmax(arr, alpha=1) - assert sftmax >= np.max(arr) + np.testing.assert_allclose(sftmax, np.max(arr), rtol=1e-2) # expect this to be equal to the max # as alpha -> infinity, softmax -> max sftmax = softmax(arr, alpha=100) np.testing.assert_almost_equal(sftmax, np.max(arr)) - # expect this to not be equal to the min but rather be less - # since softmin is a conservative estimate of the min + # expect this to not be equal to the min but approximately so sftmin = softmin(arr, alpha=1) - assert sftmin <= np.min(arr) + np.testing.assert_allclose(sftmin, np.min(arr), rtol=1e-2) # expect this to be equal to the min # as alpha -> infinity, softmin -> min @@ -2302,6 +2381,7 @@ class TestComputeScalarResolution: PlasmaVesselDistance, QuadraticFlux, ToroidalFlux, + SurfaceCurrentRegularization, VacuumBoundaryError, # need to avoid blowup near the axis MercierStability, @@ -2520,6 +2600,24 @@ def test_compute_scalar_resolution_toroidal_flux_B(self): f[i] = obj.compute_scalar(obj.x()) np.testing.assert_allclose(f, f[-1], rtol=5e-2) + @pytest.mark.regression + def test_compute_scalar_resolution_surface_current_reg(self): + """SurfaceCurrentRegularization.""" + field = FourierCurrentPotentialField( + I=1, G=1, Phi_mn=np.array([1, 1]), modes_Phi=np.array([[1, 1], [4, 4]]) + ) + M0 = 5 + N0 = 5 + f = np.zeros_like(self.res_array, dtype=float) + for i, res in enumerate(self.res_array): + grid = LinearGrid(M=round(M0 * res), N=round(N0 * res)) + obj = ObjectiveFunction( + SurfaceCurrentRegularization(field, source_grid=grid), use_jit=False + ) + obj.build(verbose=0) + f[i] = obj.compute_scalar(obj.x()) + np.testing.assert_allclose(f, f[-1], rtol=5e-2) + @pytest.mark.regression def test_compute_scalar_resolution_generic_scalar(self): """Generic objective with scalar qty.""" @@ -2667,7 +2765,7 @@ def test_compute_scalar_resolution_others(self, objective): def test_compute_scalar_resolution_coils(self, objective): """Coil objectives.""" coil = FourierXYZCoil() - coilset = CoilSet.linspaced_angular(coil) + coilset = CoilSet.linspaced_angular(coil, check_intersection=False) f = np.zeros_like(self.res_array, dtype=float) for i, res in enumerate(self.res_array): obj = ObjectiveFunction( @@ -2709,6 +2807,7 @@ class TestObjectiveNaNGrad: PlasmaCoilSetMinDistance, PlasmaVesselDistance, QuadraticFlux, + SurfaceCurrentRegularization, ToroidalFlux, VacuumBoundaryError, # we don't test these since they depend too much on what exactly the user wants @@ -2876,6 +2975,16 @@ def test_objective_no_nangrad_toroidal_flux(self): g = obj.grad(obj.x(ext_field)) assert not np.any(np.isnan(g)), "toroidal flux B" + @pytest.mark.unit + def test_objective_no_nangrad_surface_current_reg(self): + """SurfaceCurrentRegularization.""" + field = FourierCurrentPotentialField() + + obj = ObjectiveFunction(SurfaceCurrentRegularization(field), use_jit=False) + obj.build() + g = obj.grad(obj.x(field)) + assert not np.any(np.isnan(g)), "surface current regularization" + @pytest.mark.unit @pytest.mark.parametrize( "objective", sorted(other_objectives, key=lambda x: str(x.__name__)) @@ -2904,7 +3013,7 @@ def test_objective_no_nangrad(self, objective): def test_objective_no_nangrad_coils(self, objective): """Coil objectives.""" coil = FourierXYZCoil() - coilset = CoilSet.linspaced_angular(coil, n=3) + coilset = CoilSet.linspaced_angular(coil, n=3, check_intersection=False) obj = ObjectiveFunction(objective(coilset), use_jit=False) obj.build(verbose=0) g = obj.grad(obj.x()) diff --git a/tests/test_plotting.py b/tests/test_plotting.py index 44a3c5c2da..b21c3a1511 100644 --- a/tests/test_plotting.py +++ b/tests/test_plotting.py @@ -19,11 +19,7 @@ from desc.grid import ConcentricGrid, Grid, LinearGrid, QuadratureGrid from desc.integrals import surface_averages from desc.io import load -from desc.magnetic_fields import ( - OmnigenousField, - SplineMagneticField, - ToroidalMagneticField, -) +from desc.magnetic_fields import OmnigenousField, ToroidalMagneticField from desc.plotting import ( plot_1d, plot_2d, @@ -45,7 +41,6 @@ poincare_plot, ) from desc.utils import isalmostequal -from desc.vmec import VMECIO tol_1d = 4.5 tol_2d = 10 @@ -945,8 +940,8 @@ def test_plot_coefficients(): return fig -@pytest.mark.unit @pytest.mark.mpl_image_compare(remove_text=True, tolerance=tol_2d) +@pytest.mark.unit def test_plot_logo(): """Test plotting the DESC logo.""" fig, ax = plot_logo() @@ -957,14 +952,8 @@ def test_plot_logo(): @pytest.mark.mpl_image_compare(remove_text=True, tolerance=tol_2d) def test_plot_poincare(): """Test making a poincare plot.""" - # TODO: tracing from spline field seems a lot slower than from a coilset, we - # can probably make this test a lot faster if we make some example coilsets - extcur = [4700.0, 1000.0] - ext_field = SplineMagneticField.from_mgrid( - "tests/inputs/mgrid_test.nc", extcur=extcur - ) - with pytest.warns(UserWarning, match="VMEC output"): - eq = VMECIO.load("tests/inputs/wout_test_freeb.nc") + ext_field = load("tests/inputs/precise_QA_helical_coils.h5") + eq = get("precise_QA") grid_trace = LinearGrid(rho=np.linspace(0, 1, 9)) r0 = eq.compute("R", grid=grid_trace)["R"] z0 = eq.compute("Z", grid=grid_trace)["Z"] diff --git a/tests/test_stability_funs.py b/tests/test_stability_funs.py index 72b4819b38..72bee4fea4 100644 --- a/tests/test_stability_funs.py +++ b/tests/test_stability_funs.py @@ -64,7 +64,8 @@ def get_vmec_data(path, quantity): """ f = Dataset(path) - rho = np.sqrt(f.variables["phi"] / np.array(f.variables["phi"])[-1]) + phi = np.array(f.variables["phi"]) + rho = np.sqrt(phi / phi[-1]) q = np.array(f.variables[quantity]) f.close() return rho, q diff --git a/tests/test_vmec.py b/tests/test_vmec.py index 0fef594b3c..91b34667aa 100644 --- a/tests/test_vmec.py +++ b/tests/test_vmec.py @@ -1022,7 +1022,7 @@ def test_vmec_save_asym(VMEC_save_asym): vmec.variables["jcurv"][20:100], desc.variables["jcurv"][20:100], rtol=2 ) np.testing.assert_allclose( - vmec.variables["DShear"][20:100], desc.variables["DShear"][20:100], rtol=3e-2 + vmec.variables["DShear"][20:100], desc.variables["DShear"][20:100], rtol=6e-2 ) np.testing.assert_allclose( vmec.variables["DCurr"][20:100], @@ -1074,13 +1074,22 @@ def test_vmec_save_asym(VMEC_save_asym): # Next, calculate some quantities and compare # the DESC wout -> DESC (should be very close) # and the DESC wout -> VMEC wout (should be approximately close) + surfs = desc.variables["ns"][:] + s_full = np.linspace(0, 1, surfs) + s_half = s_full[0:-1] + 0.5 / (surfs - 1) + r_full = np.sqrt(s_full) + r_half = np.sqrt(s_half) + vol_grid = LinearGrid( - rho=np.sqrt( - abs( - vmec.variables["phi"][:].filled() - / np.max(np.abs(vmec.variables["phi"][:].filled())) - ) - )[10::10], + rho=r_full[10::10], + M=15, + N=15, + NFP=eq.NFP, + axis=False, + sym=False, + ) + vol_half_grid = LinearGrid( + rho=r_half[10::10], M=15, N=15, NFP=eq.NFP, @@ -1100,12 +1109,13 @@ def test( atol_vmec_desc_wout=1e-5, rtol_vmec_desc_wout=1e-2, grid=vol_grid, + is_half_grid=False, ): """Helper fxn to evaluate Fourier series from wout and compare to DESC.""" xm = desc.variables["xm_nyq"][:] if use_nyq else desc.variables["xm"][:] xn = desc.variables["xn_nyq"][:] if use_nyq else desc.variables["xn"][:] - si = abs(vmec.variables["phi"][:] / np.max(np.abs(vmec.variables["phi"][:]))) + si = np.insert(s_half, 0, 0) if is_half_grid else s_full rho = grid.nodes[:, 0] s = rho**2 # some quantities must be negated before comparison bc @@ -1166,18 +1176,26 @@ def test( rtol=rtol_vmec_desc_wout, ) - # R & Z & lambda + # R & Z test("rmn", "R", use_nyq=False) - test("zmn", "Z", use_nyq=False, atol_vmec_desc_wout=4e-2) - + test("zmn", "Z", use_nyq=False, atol_vmec_desc_wout=1e-2) + test( + "lmn", + "lambda", + use_nyq=False, + atol_vmec_desc_wout=1e-2, + negate_DESC_quant=True, + grid=vol_half_grid, + is_half_grid=True, + ) # |B| test("bmn", "|B|", rtol_desc_desc_wout=7e-4) # B^zeta - test("bsupvmn", "B^zeta") # ,rtol_desc_desc_wout=6e-5) + test("bsupvmn", "B^zeta") # B_zeta - test("bsubvmn", "B_zeta", rtol_desc_desc_wout=3e-4) + test("bsubvmn", "B_zeta", grid=vol_half_grid, is_half_grid=True) # hard to compare to VMEC for the currents, since # VMEC F error is worse and equilibria are not exactly similar @@ -1185,30 +1203,22 @@ def test( test("currumn", "J^theta", atol_vmec_desc_wout=1e4) test("currvmn", "J^zeta", negate_DESC_quant=True, atol_vmec_desc_wout=1e5) - # can only compare lambda, sqrt(g) B_psi B^theta and B_theta at bdry - test( - "lmn", - "lambda", - use_nyq=False, - negate_DESC_quant=True, - grid=bdry_grid, - atol_desc_desc_wout=4e-4, - atol_vmec_desc_wout=5e-2, - ) test( "gmn", "sqrt(g)", convert_sqrt_g_or_B_rho=True, negate_DESC_quant=True, - grid=bdry_grid, - rtol_desc_desc_wout=5e-4, - rtol_vmec_desc_wout=4e-2, + grid=vol_half_grid, + is_half_grid=True, ) + + # Compare B_psi B^theta and B_theta at bdry only test( "bsupumn", "B^theta", negate_DESC_quant=True, grid=bdry_grid, + is_half_grid=True, atol_vmec_desc_wout=6e-4, ) test( @@ -1216,16 +1226,14 @@ def test( "B_theta", negate_DESC_quant=True, grid=bdry_grid, - atol_desc_desc_wout=1e-4, - atol_vmec_desc_wout=4e-4, + is_half_grid=True, ) test( "bsubsmn", "B_rho", - grid=bdry_grid, convert_sqrt_g_or_B_rho=True, - rtol_vmec_desc_wout=6e-2, - atol_vmec_desc_wout=9e-3, + grid=bdry_grid, + atol_vmec_desc_wout=2e-3, )