From 9d6df14b86d850c98428ecf53a22ab72c5e1dc05 Mon Sep 17 00:00:00 2001 From: EdCaunt Date: Wed, 28 Jun 2023 22:18:45 +0100 Subject: [PATCH 1/9] examples: tidied and homogenised notebooks, laid groundwork for regression testing --- .../10_1st_order_acoustic_sinusoid_hill.ipynb | 87 +++- .../11_3D_2nd_order_acoustic_parabola.ipynb | 134 ++--- examples/12_elastic_flat_surface.ipynb | 472 +++++------------- examples/13_vti.ipynb | 53 +- ..._1st-order_exact_solution_comparison.ipynb | 104 +++- ...t-order_acoustic_convergence_testing.ipynb | 22 +- examples/16_tti.ipynb | 46 +- .../17_elastic_2nd_order_flat_surface.ipynb | 90 ++-- ...8_elastic_2nd_order_diagonal_surface.ipynb | 107 ++-- examples/19_elastic_2nd_order_sinusoid.ipynb | 58 ++- examples/1_horizontal_surface_acoustic.ipynb | 113 +++-- ...horizontal_surface_1D_extrapolations.ipynb | 97 ++-- examples/3_diagonal_surface_acoustic.ipynb | 84 ++-- ..._diagonal_surface_staggered_acoustic.ipynb | 99 ++-- .../5_2nd_order_acoustic_rigid_surface.ipynb | 83 +-- .../6_2nd_order_acoustic_sinusoid_hill.ipynb | 80 ++- examples/7_1D_vs_ND_comparison.ipynb | 95 ++-- ...r_acoustic_exact_solution_comparison.ipynb | 135 +++-- ...d-order_acoustic_convergence_testing.ipynb | 170 +++---- 19 files changed, 1170 insertions(+), 959 deletions(-) diff --git a/examples/10_1st_order_acoustic_sinusoid_hill.ipynb b/examples/10_1st_order_acoustic_sinusoid_hill.ipynb index d0263a4..8614db9 100644 --- a/examples/10_1st_order_acoustic_sinusoid_hill.ipynb +++ b/examples/10_1st_order_acoustic_sinusoid_hill.ipynb @@ -13,7 +13,10 @@ "execution_count": 1, "id": "7e63f589", "metadata": { - "scrolled": false + "scrolled": false, + "tags": [ + "nbval-ignore-output" + ] }, "outputs": [ { @@ -90,7 +93,10 @@ "execution_count": 2, "id": "1117eea8", "metadata": { - "scrolled": false + "scrolled": false, + "tags": [ + "nbval-ignore-output" + ] }, "outputs": [ { @@ -163,8 +169,7 @@ "source": [ "from schism import Boundary\n", "\n", - "# boundary = Boundary(bcs, bg)\n", - "boundary = Boundary(bcs, bg, strategy='reduce')" + "boundary = Boundary(bcs, bg)" ] }, { @@ -174,7 +179,18 @@ "metadata": { "scrolled": false }, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Generating stencils for Derivative(p(t, x, y), x)\n", + "Generating stencils for Derivative(p(t, x, y), y)\n", + "Generating stencils for Derivative(v_x(t + dt, x + h_x/2, y), x)\n", + "Generating stencils for Derivative(v_y(t + dt, x, y + h_y/2), y)\n" + ] + } + ], "source": [ "x, y = grid.dimensions\n", "\n", @@ -192,7 +208,11 @@ "cell_type": "code", "execution_count": 7, "id": "25e854bd", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "data": { @@ -247,8 +267,8 @@ "src = RickerSource(name='src', grid=grid, f0=f0,\n", " npoint=1, time_range=time_range)\n", "\n", - "src.coordinates.data[0, 0] = 400.\n", - "src.coordinates.data[0, 1] = 400." + "src.coordinates.data[0, 0] = 500.\n", + "src.coordinates.data[0, 1] = 500." ] }, { @@ -280,22 +300,26 @@ "cell_type": "code", "execution_count": 11, "id": "7549a0a1", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "Operator `Kernel` ran in 1.87 s\n" + "Operator `Kernel` ran in 5.55 s\n" ] }, { "data": { "text/plain": [ "PerformanceSummary([(PerfKey(name='section0', rank=None),\n", - " PerfEntry(time=1.8593820000000008, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[])),\n", + " PerfEntry(time=5.5486270000000015, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[])),\n", " (PerfKey(name='section1', rank=None),\n", - " PerfEntry(time=0.0002730000000000001, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[]))])" + " PerfEntry(time=0.00019799999999999955, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[]))])" ] }, "execution_count": 11, @@ -312,11 +336,15 @@ "cell_type": "code", "execution_count": 12, "id": "d078c69a", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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\n", "text/plain": [ "
" ] @@ -327,7 +355,7 @@ ], "source": [ "plt.figure(figsize=(10, 10))\n", - "plt.imshow(p.data[1].T, origin='lower')\n", + "plt.imshow(p.data[1].T, origin='lower', cmap='seismic')\n", "plt.colorbar()\n", "plt.show()" ] @@ -336,11 +364,15 @@ "cell_type": "code", "execution_count": 13, "id": "8769fed4", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "data": { - "image/png": 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\n", 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\n", 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" ] @@ -351,7 +383,7 @@ ], "source": [ "plt.figure(figsize=(10, 10))\n", - "plt.imshow(v[0].data[1].T, origin='lower')\n", + "plt.imshow(v[0].data[1].T, origin='lower', cmap='seismic')\n", "plt.colorbar()\n", "plt.show()" ] @@ -360,11 +392,15 @@ "cell_type": "code", "execution_count": 14, "id": "bd79e025", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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\n", 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" ] @@ -375,21 +411,26 @@ ], "source": [ "plt.figure(figsize=(10, 10))\n", - "plt.imshow(v[1].data[1].T, origin='lower')\n", + "plt.imshow(v[1].data[1].T, origin='lower', cmap='seismic')\n", "plt.colorbar()\n", "plt.show()" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 15, "id": "b9ba8238", "metadata": {}, "outputs": [], - "source": [] + "source": [ + "assert np.isclose(np.linalg.norm(p.data), 10.720868)\n", + "assert np.isclose(np.linalg.norm(v[0].data), 5.3727317)\n", + "assert np.isclose(np.linalg.norm(v[1].data), 9.329413)" + ] } ], "metadata": { + "celltoolbar": "Tags", "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", diff --git a/examples/11_3D_2nd_order_acoustic_parabola.ipynb b/examples/11_3D_2nd_order_acoustic_parabola.ipynb index c532dbb..5c95eb0 100644 --- a/examples/11_3D_2nd_order_acoustic_parabola.ipynb +++ b/examples/11_3D_2nd_order_acoustic_parabola.ipynb @@ -7,18 +7,22 @@ "source": [ "# 3D 2nd-order acoustic parabola\n", "\n", - "In this notebook, we will implement a basic 3D immersed boundary." + "In this notebook, a basic 3D immersed boundary is implemented." ] }, { "cell_type": "code", "execution_count": 1, "id": "dc91c79a", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "data": { - "image/png": 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\n", 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\n", 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\n", + "image/png": 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\n", "text/plain": [ "
" ] @@ -49,7 +53,7 @@ " sdf = pickle.load(f)\n", " return sdf\n", "\n", - "# Load the sinusoid 2D sdf\n", + "# Load the sdf\n", "sdf = read_sdf('parabola', 3)\n", "\n", "midx = sdf.shape[0]//2\n", @@ -70,24 +74,17 @@ "cell_type": "code", "execution_count": 2, "id": "7e9c3fbd", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "Operator `normals` generated in 0.33 s\n", - " * lowering.IET: 0.12 s (37.0 %)\n", - " * specializing.IET: 0.09 s (27.7 %)\n", - " * lowering.Expressions: 0.12 s (37.0 %)\n", - " * lowering.Clusters: 0.07 s (21.6 %)\n", - "Flops reduction after symbolic optimization: [45 --> 21]\n", - "Operator `normals` jit-compiled `/tmp/devito-jitcache-uid1000/858580807ec4bfc2bbedca4e5687701841d5b165.c` in 0.37 s with `GNUCompiler`\n", - "Operator `normals` ran in 0.01 s\n", - "Global performance: [OI=1.10, 4.50 GFlops/s]\n", - "Local performance:\n", - " * section0<105,105,105> ran in 0.01 s [OI=1.10, 4.53 GFlops/s]\n", - "Performance[mode=advanced] arguments: {'nthreads': 12}\n" + "Operator `normals` ran in 0.01 s\n" ] } ], @@ -141,7 +138,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": null, "id": "9e002515", "metadata": {}, "outputs": [ @@ -149,9 +146,8 @@ "name": "stdout", "output_type": "stream", "text": [ - "Generating stencils for: Derivative(p(t, x, y, z), (x, 2))\n", - "Generating stencils for: Derivative(p(t, x, y, z), (y, 2))\n", - "Generating stencils for: Derivative(p(t, x, y, z), (z, 2))\n" + "Generating stencils for Derivative(p(t, x, y, z), (x, 2))\n", + "Generating stencils for Derivative(p(t, x, y, z), (y, 2))\n" ] } ], @@ -162,7 +158,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": null, "id": "9a0fd2eb", "metadata": {}, "outputs": [], @@ -188,7 +184,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": null, "id": "96dafa33", "metadata": {}, "outputs": [], @@ -198,7 +194,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": null, "id": "9bf83034", "metadata": {}, "outputs": [], @@ -208,42 +204,14 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": null, "id": "f611527e", - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "Operator `Kernel` generated in 6.64 s\n", - " * lowering.IET: 1.80 s (27.2 %)\n", - " * lowering.Expressions: 1.58 s (23.9 %)\n", - " * lowering.Clusters: 1.48 s (22.4 %)\n", - "Flops reduction after symbolic optimization: [527 --> 489]\n", - "Operator `Kernel` jit-compiled `/tmp/devito-jitcache-uid1000/dd3e539f35ee1e8c8931f9edc567bb730a82f1d0.c` in 25.37 s with `GNUCompiler`\n", - "Operator `Kernel` ran in 13.41 s\n", - "Global performance: [OI=0.50, 4.52 GFlops/s, 0.01 GPts/s]\n", - "Local performance:\n", - " * section0<120,12,12,8,8,101> ran in 13.40 s [OI=0.50, 4.52 GFlops/s, 0.01 GPts/s]\n", - " * section1<<120,1>,<120,1>,<120,1>,<120,1>,<120,1>,<120,1>,<120,1>,<120,1>,<120,1>> ran in 0.01 s [OI=155.25, 0.16 GFlops/s, 0.01 GPts/s]\n", - "Performance[mode=advanced] arguments: {'nthreads': 12, 'nthreads_nonaffine': 12, 'x0_blk0_size': 8, 'y0_blk0_size': 8}\n" - ] - }, - { - "data": { - "text/plain": [ - "PerformanceSummary([(PerfKey(name='section0', rank=None),\n", - " PerfEntry(time=13.397361, gflopss=4.51268445181107, gpointss=0.009228393561985827, oi=0.4984006100452755, ops=489, itershapes=((120, 12, 12, 8, 8, 101),))),\n", - " (PerfKey(name='section1', rank=None),\n", - " PerfEntry(time=0.0014570000000000004, gflopss=0.15343857240905967, gpointss=8.236101578586133e-05, oi=155.25, ops=1863, itershapes=((120, 1), (120, 1), (120, 1), (120, 1), (120, 1), (120, 1), (120, 1), (120, 1), (120, 1))))])" - ] - }, - "execution_count": 10, - "metadata": {}, - "output_type": "execute_result" - } - ], + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, + "outputs": [], "source": [ "op = dv.Operator([eq] + src_term)\n", "op(time=time_range.num-1, dt=dt)" @@ -251,37 +219,20 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": null, "id": "1ace3ee6", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, + "outputs": [], "source": [ - "plt.imshow(p.data[1, midx].T, origin='lower')\n", + "plt.imshow(p.data[1, midx].T, origin='lower', cmap='seismic')\n", "plt.colorbar()\n", "plt.show()\n", "\n", - "plt.imshow(p.data[1, :, midy].T, origin='lower')\n", + "plt.imshow(p.data[1, :, midy].T, origin='lower', cmap='seismic')\n", "plt.colorbar()\n", "plt.show()" ] @@ -292,14 +243,17 @@ "id": "a9a1bc17", "metadata": {}, "outputs": [], - "source": [] + "source": [ + "np.linalg.norm(p.data)" + ] } ], "metadata": { + "celltoolbar": "Tags", "kernelspec": { - "display_name": "schism", + "display_name": "Python 3 (ipykernel)", "language": "python", - "name": "schism" + "name": "python3" }, "language_info": { "codemirror_mode": { @@ -311,7 +265,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.6" + "version": "3.8.5" } }, "nbformat": 4, diff --git a/examples/12_elastic_flat_surface.ipynb b/examples/12_elastic_flat_surface.ipynb index 1948042..e05e641 100644 --- a/examples/12_elastic_flat_surface.ipynb +++ b/examples/12_elastic_flat_surface.ipynb @@ -5,14 +5,20 @@ "id": "b104451a", "metadata": {}, "source": [ - "# Elastic horizontal free-surface" + "# Elastic horizontal free-surface\n", + "\n", + "In this notebook, a horizontal free-surface is implemented as an immersed boundary with the 1st-order P-SV formulation of the isotropic elastic wave equation." ] }, { "cell_type": "code", "execution_count": 1, "id": "33c8fb68", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "data": { @@ -103,25 +109,17 @@ "cell_type": "code", "execution_count": 2, "id": "c7784a81", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "Operator `normals` generated in 0.22 s\n", - " * lowering.IET: 0.09 s (42.5 %)\n", - " * specializing.IET: 0.06 s (28.4 %)\n", - " * lowering.Clusters: 0.06 s (28.4 %)\n", - " * specializing.Clusters: 0.05 s (23.6 %)\n", - " * lowering.Expressions: 0.06 s (28.4 %)\n", - "Flops reduction after symbolic optimization: [10 --> 8]\n", - "Operator `normals` fetched `/tmp/devito-jitcache-uid1000/10dcdc4d95749eb7ac729107ac87f52de0e7e285.c` in 0.07 s from jit-cache\n", - "Operator `normals` ran in 0.01 s\n", - "Global performance: [OI=0.50, 0.84 GFlops/s]\n", - "Local performance:\n", - " * section0<103,103> ran in 0.01 s [OI=0.50, 1.25 GFlops/s]\n", - "Performance[mode=advanced] arguments: {}\n" + "Operator `normals` ran in 0.01 s\n" ] }, { @@ -157,7 +155,7 @@ "id": "720dc3aa", "metadata": {}, "source": [ - "We will want to define fields for particle velocity and the stress tensor. We will also define some material parameters used in the boundary conditions." + "First one must define fields for particle velocity and the stress tensor. It is also necessary to define some material parameters used in the boundary conditions." ] }, { @@ -210,12 +208,18 @@ "\n", "bc_list = [dv.Eq(nx*txx + ny*txy, 0), # Zeroth-order stress BCs\n", " dv.Eq(nx*txy + ny*tyy, 0),\n", - " dv.Eq(ny*mu*txx.dxdy + nx*(lam+2*mu)*txx.dx2 + nx*(2*lam+2*mu)*txy.dxdy\n", - " + ny*mu*txy.dx2 + ny*mu*txy.dy2 + ny*mu*tyy.dxdy + nx*lam*tyy.dy2, 0), # 2nd-order stress BCs\n", - " dv.Eq(nx*mu*txx.dxdy + ny*lam*txx.dx2 + ny*(2*lam+2*mu)*txy.dxdy\n", - " + nx*mu*txy.dx2 + nx*mu*txy.dy2 + nx*mu*tyy.dxdy + ny*(lam+2*mu)*tyy.dy2, 0),\n", - " dv.Eq(nx*(lam+2*mu)*vx.dx + nx*lam*vy.dy + ny*mu*vx.dy + ny*mu*vy.dx, 0), # Velocity BCs\n", - " dv.Eq(nx*mu*vx.dy + nx*mu*vy.dx + ny*(lam+2*mu)*vy.dy + ny*lam*vx.dx, 0)]\n", + " dv.Eq(ny*mu*txx.dxdy + nx*(lam+2*mu)*txx.dx2\n", + " + nx*(2*lam+2*mu)*txy.dxdy\n", + " + ny*mu*txy.dx2 + ny*mu*txy.dy2\n", + " + ny*mu*tyy.dxdy + nx*lam*tyy.dy2, 0), # 2nd-order stress BCs\n", + " dv.Eq(nx*mu*txx.dxdy + ny*lam*txx.dx2\n", + " + ny*(2*lam+2*mu)*txy.dxdy\n", + " + nx*mu*txy.dx2 + nx*mu*txy.dy2\n", + " + nx*mu*tyy.dxdy + ny*(lam+2*mu)*tyy.dy2, 0),\n", + " dv.Eq(nx*(lam+2*mu)*vx.dx + nx*lam*vy.dy\n", + " + ny*mu*vx.dy + ny*mu*vy.dx, 0), # Velocity BCs\n", + " dv.Eq(nx*mu*vx.dy + nx*mu*vy.dx\n", + " + ny*(lam+2*mu)*vy.dy + ny*lam*vx.dx, 0)]\n", "\n", "bcs = BoundaryConditions(bc_list)" ] @@ -237,323 +241,72 @@ "execution_count": 6, "id": "a5b34bb3", "metadata": { - "scrolled": true + "scrolled": true, + "tags": [ + "nbval-ignore-output" + ] }, "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Generating stencils for Derivative(tau_xx(t, x, y), x)\n", + "Generating stencils for Derivative(tau_xy(t, x + h_x/2, y + h_y/2), x)\n", + "Generating stencils for Derivative(v_x(t + dt, x + h_x/2, y), x)\n", + "Generating stencils for Derivative(v_y(t + dt, x, y + h_y/2), x)\n", + "Generating stencils for Derivative(tau_xy(t, x + h_x/2, y + h_y/2), y)\n" + ] + }, { "name": "stderr", "output_type": "stream", "text": [ - "Operator `eval_coeffs` generated in 2.84 s\n", - " * lowering.Expressions: 1.34 s (47.3 %)\n", - " * lowering.IET: 1.03 s (36.4 %)\n", - " * specializing.IET: 0.67 s (23.7 %)\n", - "Flops reduction after symbolic optimization: [168 --> 0]\n", - "Operator `eval_coeffs` fetched `/tmp/devito-jitcache-uid1000/dbaf9c1e37a91afb6b903e6e5cca12c81935c83f.c` in 0.40 s from jit-cache\n", - "Operator `eval_coeffs` ran in 0.01 s\n", - "Global performance: [OI=32.22, 6.85 GFlops/s]\n", - "Local performance:\n", - " * section0<<301>,<301>,<301>,<301>,<301>,<301>> ran in 0.01 s [OI=30.50, 10.02 GFlops/s]\n", - " * section1<<301>,<301>,<301>,<301>,<301>,<301>> ran in 0.01 s [OI=32.50, 13.05 GFlops/s]\n", - " * section2<<301>,<301>,<301>,<301>,<301>,<301>> ran in 0.01 s [OI=32.50, 16.77 GFlops/s]\n", - " * section3<<301>,<301>,<301>,<301>,<301>,<301>> ran in 0.01 s [OI=32.50, 16.77 GFlops/s]\n", - " * section4<<301>,<301>,<301>,<301>,<301>,<301>> ran in 0.01 s [OI=32.50, 16.77 GFlops/s]\n", - " * section5<<301>,<301>,<301>,<301>,<301>,<301>> ran in 0.01 s [OI=32.50, 16.77 GFlops/s]\n", - " * section6<<301>,<301>,<301>,<301>,<301>,<301>> ran in 0.01 s [OI=32.50, 19.57 GFlops/s]\n", - "Performance[mode=advanced] arguments: {}\n", - "Operator `eval_coeffs` generated in 0.73 s\n", - " * lowering.IET: 0.30 s (41.7 %)\n", - " * specializing.IET: 0.21 s (29.2 %)\n", - " * lowering.Expressions: 0.28 s (38.9 %)\n", - "Flops reduction after symbolic optimization: [48 --> 0]\n", - "Operator `eval_coeffs` fetched `/tmp/devito-jitcache-uid1000/d67fa00742087921a4a45611eeaa6b2e13036d72.c` in 0.26 s from jit-cache\n", - "Operator `eval_coeffs` ran in 0.01 s\n", - "Global performance: [OI=30.50, 4.06 GFlops/s]\n", - "Local performance:\n", - " * section0<<301>,<301>,<301>,<301>,<301>,<301>> ran in 0.01 s [OI=30.50, 10.02 GFlops/s]\n", - " * section1<<301>,<301>,<301>,<301>,<301>,<301>> ran in 0.01 s [OI=30.50, 13.78 GFlops/s]\n", - "Performance[mode=advanced] arguments: {}\n", - "Operator `eval_coeffs` generated in 2.93 s\n", - " * lowering.Expressions: 1.29 s (44.1 %)\n", - " * lowering.IET: 1.09 s (37.3 %)\n", - " * specializing.IET: 0.78 s (26.7 %)\n", - "Flops reduction after symbolic optimization: [168 --> 0]\n", - "Operator `eval_coeffs` fetched `/tmp/devito-jitcache-uid1000/4a4e61a7c994af745f5718eaebe5983eac9a6cb8.c` in 0.21 s from jit-cache\n", "Operator `eval_coeffs` ran in 0.01 s\n", - "Global performance: [OI=32.22, 7.05 GFlops/s]\n", - "Local performance:\n", - " * section0<<301>,<301>,<301>,<301>,<301>,<301>> ran in 0.01 s [OI=30.50, 10.02 GFlops/s]\n", - " * section1<<301>,<301>,<301>,<301>,<301>,<301>> ran in 0.01 s [OI=32.50, 11.74 GFlops/s]\n", - " * section2<<301>,<301>,<301>,<301>,<301>,<301>> ran in 0.01 s [OI=32.50, 16.77 GFlops/s]\n", - " * section3<<301>,<301>,<301>,<301>,<301>,<301>> ran in 0.01 s [OI=32.50, 16.77 GFlops/s]\n", - " * section4<<301>,<301>,<301>,<301>,<301>,<301>> ran in 0.01 s [OI=32.50, 16.77 GFlops/s]\n", - " * section5<<301>,<301>,<301>,<301>,<301>,<301>> ran in 0.01 s [OI=32.50, 16.77 GFlops/s]\n", - " * section6<<301>,<301>,<301>,<301>,<301>,<301>> ran in 0.01 s [OI=32.50, 16.77 GFlops/s]\n", - "Performance[mode=advanced] arguments: {}\n", - "Operator `eval_coeffs` generated in 0.61 s\n", - " * lowering.IET: 0.27 s (44.9 %)\n", - " * specializing.IET: 0.19 s (31.6 %)\n", - " * lowering.Expressions: 0.22 s (36.6 %)\n", - "Flops reduction after symbolic optimization: [48 --> 0]\n", - "Operator `eval_coeffs` fetched `/tmp/devito-jitcache-uid1000/d67fa00742087921a4a45611eeaa6b2e13036d72.c` in 0.17 s from jit-cache\n", "Operator `eval_coeffs` ran in 0.01 s\n", - "Global performance: [OI=30.50, 4.04 GFlops/s]\n", - "Local performance:\n", - " * section0<<301>,<301>,<301>,<301>,<301>,<301>> ran in 0.01 s [OI=30.50, 13.78 GFlops/s]\n", - " * section1<<301>,<301>,<301>,<301>,<301>,<301>> ran in 0.01 s [OI=30.50, 13.78 GFlops/s]\n", - "Performance[mode=advanced] arguments: {}\n", - "Operator `eval_coeffs` generated in 2.56 s\n", - " * lowering.IET: 1.16 s (45.4 %)\n", - " * specializing.IET: 0.85 s (33.3 %)\n", - " * lowering.Expressions: 0.60 s (23.5 %)\n", - " * lowering.Clusters: 0.59 s (23.1 %)\n", - "Flops reduction after symbolic optimization: [168 --> 0]\n", - "Operator `eval_coeffs` fetched `/tmp/devito-jitcache-uid1000/dbaf9c1e37a91afb6b903e6e5cca12c81935c83f.c` in 0.23 s from jit-cache\n", "Operator `eval_coeffs` ran in 0.01 s\n", - "Global performance: [OI=32.22, 9.77 GFlops/s]\n", - "Local performance:\n", - " * section0<<493>,<493>,<493>,<493>,<493>,<493>> ran in 0.01 s [OI=30.50, 15.04 GFlops/s]\n", - " * section1<<493>,<493>,<493>,<493>,<493>,<493>> ran in 0.01 s [OI=32.50, 14.79 GFlops/s]\n", - " * section2<<493>,<493>,<493>,<493>,<493>,<493>> ran in 0.01 s [OI=32.50, 19.23 GFlops/s]\n", - " * section3<<493>,<493>,<493>,<493>,<493>,<493>> ran in 0.01 s [OI=32.50, 19.23 GFlops/s]\n", - " * section4<<493>,<493>,<493>,<493>,<493>,<493>> ran in 0.01 s [OI=32.50, 19.23 GFlops/s]\n", - " * section5<<493>,<493>,<493>,<493>,<493>,<493>> ran in 0.01 s [OI=32.50, 17.48 GFlops/s]\n", - " * section6<<493>,<493>,<493>,<493>,<493>,<493>> ran in 0.01 s [OI=32.50, 17.48 GFlops/s]\n", - "Performance[mode=advanced] arguments: {}\n", - "Operator `eval_coeffs` generated in 0.72 s\n", - " * lowering.IET: 0.37 s (51.6 %)\n", - " * specializing.IET: 0.25 s (34.9 %)\n", - " * lowering.Expressions: 0.22 s (30.7 %)\n", - "Flops reduction after symbolic optimization: [48 --> 0]\n", - "Operator `eval_coeffs` fetched `/tmp/devito-jitcache-uid1000/d67fa00742087921a4a45611eeaa6b2e13036d72.c` in 0.12 s from jit-cache\n", "Operator `eval_coeffs` ran in 0.01 s\n", - "Global performance: [OI=30.50, 5.70 GFlops/s]\n", - "Local performance:\n", - " * section0<<493>,<493>,<493>,<493>,<493>,<493>> ran in 0.01 s [OI=30.50, 15.04 GFlops/s]\n", - " * section1<<493>,<493>,<493>,<493>,<493>,<493>> ran in 0.01 s [OI=30.50, 15.04 GFlops/s]\n", - "Performance[mode=advanced] arguments: {}\n", - "Operator `eval_coeffs` generated in 2.45 s\n", - " * lowering.Expressions: 0.89 s (36.5 %)\n", - " * lowering.IET: 0.88 s (36.1 %)\n", - " * specializing.IET: 0.61 s (25.0 %)\n", - " * lowering.Clusters: 0.49 s (20.1 %)\n", - "Flops reduction after symbolic optimization: [168 --> 0]\n", - "Operator `eval_coeffs` fetched `/tmp/devito-jitcache-uid1000/4a4e61a7c994af745f5718eaebe5983eac9a6cb8.c` in 0.20 s from jit-cache\n", "Operator `eval_coeffs` ran in 0.01 s\n", - "Global performance: [OI=32.22, 3.74 GFlops/s]\n", - "Local performance:\n", - " * section0<<493>,<493>,<493>,<493>,<493>,<493>> ran in 0.01 s [OI=30.50, 5.16 GFlops/s]\n", - " * section1<<493>,<493>,<493>,<493>,<493>,<493>> ran in 0.01 s [OI=32.50, 5.66 GFlops/s]\n", - " * section2<<493>,<493>,<493>,<493>,<493>,<493>> ran in 0.01 s [OI=32.50, 11.31 GFlops/s]\n", - " * section3<<493>,<493>,<493>,<493>,<493>,<493>> ran in 0.01 s [OI=32.50, 11.31 GFlops/s]\n", - " * section4<<493>,<493>,<493>,<493>,<493>,<493>> ran in 0.01 s [OI=32.50, 10.12 GFlops/s]\n", - " * section5<<493>,<493>,<493>,<493>,<493>,<493>> ran in 0.01 s [OI=32.50, 8.36 GFlops/s]\n", - " * section6<<493>,<493>,<493>,<493>,<493>,<493>> ran in 0.01 s [OI=32.50, 10.12 GFlops/s]\n", - "Performance[mode=advanced] arguments: {}\n", - "Operator `eval_coeffs` generated in 0.61 s\n", - " * lowering.IET: 0.28 s (46.2 %)\n", - " * specializing.IET: 0.20 s (33.0 %)\n", - " * lowering.Expressions: 0.20 s (33.0 %)\n", - "Flops reduction after symbolic optimization: [48 --> 0]\n", - "Operator `eval_coeffs` fetched `/tmp/devito-jitcache-uid1000/d67fa00742087921a4a45611eeaa6b2e13036d72.c` in 0.13 s from jit-cache\n", "Operator `eval_coeffs` ran in 0.01 s\n", - "Global performance: [OI=30.50, 5.41 GFlops/s]\n", - "Local performance:\n", - " * section0<<493>,<493>,<493>,<493>,<493>,<493>> ran in 0.01 s [OI=30.50, 15.04 GFlops/s]\n", - " * section1<<493>,<493>,<493>,<493>,<493>,<493>> ran in 0.01 s [OI=30.50, 16.41 GFlops/s]\n", - "Performance[mode=advanced] arguments: {}\n", - "Operator `eval_coeffs` generated in 2.29 s\n", - " * lowering.Expressions: 0.95 s (41.6 %)\n", - " * lowering.IET: 0.89 s (38.9 %)\n", - " * specializing.IET: 0.61 s (26.7 %)\n", - "Flops reduction after symbolic optimization: [168 --> 0]\n", - "Operator `eval_coeffs` fetched `/tmp/devito-jitcache-uid1000/dbaf9c1e37a91afb6b903e6e5cca12c81935c83f.c` in 0.16 s from jit-cache\n", "Operator `eval_coeffs` ran in 0.01 s\n", - "Global performance: [OI=32.22, 8.44 GFlops/s]\n", - "Local performance:\n", - " * section0<<301>,<301>,<301>,<301>,<301>,<301>> ran in 0.01 s [OI=30.50, 15.74 GFlops/s]\n", - " * section1<<301>,<301>,<301>,<301>,<301>,<301>> ran in 0.01 s [OI=32.50, 16.77 GFlops/s]\n", - " * section2<<301>,<301>,<301>,<301>,<301>,<301>> ran in 0.01 s [OI=32.50, 19.57 GFlops/s]\n", - " * section3<<301>,<301>,<301>,<301>,<301>,<301>> ran in 0.01 s [OI=32.50, 19.57 GFlops/s]\n", - " * section4<<301>,<301>,<301>,<301>,<301>,<301>> ran in 0.01 s [OI=32.50, 19.57 GFlops/s]\n", - " * section5<<301>,<301>,<301>,<301>,<301>,<301>> ran in 0.01 s [OI=32.50, 23.48 GFlops/s]\n" + "Operator `eval_coeffs` ran in 0.01 s\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Generating stencils for Derivative(tau_yy(t, x, y), y)\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ - " * section6<<301>,<301>,<301>,<301>,<301>,<301>> ran in 0.01 s [OI=32.50, 23.48 GFlops/s]\n", - "Performance[mode=advanced] arguments: {}\n", - "Operator `eval_coeffs` generated in 0.71 s\n", - " * lowering.IET: 0.31 s (44.3 %)\n", - " * specializing.IET: 0.22 s (31.5 %)\n", - " * lowering.Expressions: 0.21 s (30.0 %)\n", - "Flops reduction after symbolic optimization: [48 --> 0]\n", - "Operator `eval_coeffs` fetched `/tmp/devito-jitcache-uid1000/d67fa00742087921a4a45611eeaa6b2e13036d72.c` in 0.29 s from jit-cache\n", - "Operator `eval_coeffs` ran in 0.01 s\n", - "Global performance: [OI=30.50, 1.74 GFlops/s]\n", - "Local performance:\n", - " * section0<<301>,<301>,<301>,<301>,<301>,<301>> ran in 0.01 s [OI=30.50, 12.25 GFlops/s]\n", - " * section1<<301>,<301>,<301>,<301>,<301>,<301>> ran in 0.01 s [OI=30.50, 13.78 GFlops/s]\n", - "Performance[mode=advanced] arguments: {}\n", - "Operator `eval_coeffs` generated in 2.33 s\n", - " * lowering.IET: 0.88 s (37.9 %)\n", - " * specializing.IET: 0.67 s (28.9 %)\n", - " * lowering.Expressions: 0.67 s (28.9 %)\n", - " * lowering.Clusters: 0.61 s (26.3 %)\n", - "Flops reduction after symbolic optimization: [168 --> 0]\n", - "Operator `eval_coeffs` fetched `/tmp/devito-jitcache-uid1000/4a4e61a7c994af745f5718eaebe5983eac9a6cb8.c` in 0.18 s from jit-cache\n", - "Operator `eval_coeffs` ran in 0.01 s\n", - "Global performance: [OI=32.22, 8.26 GFlops/s]\n", - "Local performance:\n", - " * section0<<301>,<301>,<301>,<301>,<301>,<301>> ran in 0.01 s [OI=30.50, 13.78 GFlops/s]\n", - " * section1<<301>,<301>,<301>,<301>,<301>,<301>> ran in 0.01 s [OI=32.50, 16.77 GFlops/s]\n", - " * section2<<301>,<301>,<301>,<301>,<301>,<301>> ran in 0.01 s [OI=32.50, 16.77 GFlops/s]\n", - " * section3<<301>,<301>,<301>,<301>,<301>,<301>> ran in 0.01 s [OI=32.50, 19.57 GFlops/s]\n", - " * section4<<301>,<301>,<301>,<301>,<301>,<301>> ran in 0.01 s [OI=32.50, 19.57 GFlops/s]\n", - " * section5<<301>,<301>,<301>,<301>,<301>,<301>> ran in 0.01 s [OI=32.50, 19.57 GFlops/s]\n", - " * section6<<301>,<301>,<301>,<301>,<301>,<301>> ran in 0.01 s [OI=32.50, 19.57 GFlops/s]\n", - "Performance[mode=advanced] arguments: {}\n", - "Operator `eval_coeffs` generated in 0.72 s\n", - " * lowering.IET: 0.39 s (54.9 %)\n", - " * specializing.IET: 0.32 s (45.1 %)\n", - " * avoid_denormals: 0.15 s (21.2 %)\n", - " * lowering.Expressions: 0.18 s (25.4 %)\n", - "Flops reduction after symbolic optimization: [48 --> 0]\n", - "Operator `eval_coeffs` fetched `/tmp/devito-jitcache-uid1000/d67fa00742087921a4a45611eeaa6b2e13036d72.c` in 0.11 s from jit-cache\n", "Operator `eval_coeffs` ran in 0.01 s\n", - "Global performance: [OI=30.50, 3.86 GFlops/s]\n", - "Local performance:\n", - " * section0<<301>,<301>,<301>,<301>,<301>,<301>> ran in 0.01 s [OI=30.50, 12.25 GFlops/s]\n", - " * section1<<301>,<301>,<301>,<301>,<301>,<301>> ran in 0.01 s [OI=30.50, 12.25 GFlops/s]\n", - "Performance[mode=advanced] arguments: {}\n", - "Operator `eval_coeffs` generated in 2.59 s\n", - " * lowering.Expressions: 0.90 s (34.9 %)\n", - " * lowering.IET: 0.90 s (34.9 %)\n", - " * specializing.IET: 0.63 s (24.5 %)\n", - " * lowering.Clusters: 0.52 s (20.2 %)\n", - "Flops reduction after symbolic optimization: [168 --> 0]\n", - "Operator `eval_coeffs` fetched `/tmp/devito-jitcache-uid1000/dbaf9c1e37a91afb6b903e6e5cca12c81935c83f.c` in 0.20 s from jit-cache\n", "Operator `eval_coeffs` ran in 0.01 s\n", - "Global performance: [OI=32.22, 9.70 GFlops/s]\n", - "Local performance:\n", - " * section0<<493>,<493>,<493>,<493>,<493>,<493>> ran in 0.01 s [OI=30.50, 16.41 GFlops/s]\n", - " * section1<<493>,<493>,<493>,<493>,<493>,<493>> ran in 0.01 s [OI=32.50, 17.48 GFlops/s]\n", - " * section2<<493>,<493>,<493>,<493>,<493>,<493>> ran in 0.01 s [OI=32.50, 19.23 GFlops/s]\n", - " * section3<<493>,<493>,<493>,<493>,<493>,<493>> ran in 0.01 s [OI=32.50, 19.23 GFlops/s]\n", - " * section4<<493>,<493>,<493>,<493>,<493>,<493>> ran in 0.01 s [OI=32.50, 17.48 GFlops/s]\n", - " * section5<<493>,<493>,<493>,<493>,<493>,<493>> ran in 0.01 s [OI=32.50, 19.23 GFlops/s]\n", - " * section6<<493>,<493>,<493>,<493>,<493>,<493>> ran in 0.01 s [OI=32.50, 21.37 GFlops/s]\n", - "Performance[mode=advanced] arguments: {}\n", - "Operator `eval_coeffs` generated in 0.74 s\n", - " * lowering.IET: 0.42 s (57.5 %)\n", - " * specializing.IET: 0.34 s (46.6 %)\n", - " * optimize_halospots: 0.21 s (28.8 %)\n", - " * lowering.Expressions: 0.20 s (27.4 %)\n", - "Flops reduction after symbolic optimization: [48 --> 0]\n", - "Operator `eval_coeffs` fetched `/tmp/devito-jitcache-uid1000/d67fa00742087921a4a45611eeaa6b2e13036d72.c` in 0.14 s from jit-cache\n", "Operator `eval_coeffs` ran in 0.01 s\n", - "Global performance: [OI=30.50, 5.59 GFlops/s]\n", - "Local performance:\n", - " * section0<<493>,<493>,<493>,<493>,<493>,<493>> ran in 0.01 s [OI=30.50, 15.04 GFlops/s]\n", - " * section1<<493>,<493>,<493>,<493>,<493>,<493>> ran in 0.01 s [OI=30.50, 13.88 GFlops/s]\n", - "Performance[mode=advanced] arguments: {}\n", - "Operator `eval_coeffs` generated in 2.31 s\n", - " * lowering.IET: 0.95 s (41.3 %)\n", - " * specializing.IET: 0.71 s (30.9 %)\n", - " * lowering.Expressions: 0.63 s (27.4 %)\n", - " * lowering.Clusters: 0.57 s (24.8 %)\n", - "Flops reduction after symbolic optimization: [168 --> 0]\n", - "Operator `eval_coeffs` fetched `/tmp/devito-jitcache-uid1000/4a4e61a7c994af745f5718eaebe5983eac9a6cb8.c` in 0.27 s from jit-cache\n", "Operator `eval_coeffs` ran in 0.01 s\n", - "Global performance: [OI=32.22, 9.03 GFlops/s]\n", - "Local performance:\n", - " * section0<<493>,<493>,<493>,<493>,<493>,<493>> ran in 0.01 s [OI=30.50, 16.41 GFlops/s]\n", - " * section1<<493>,<493>,<493>,<493>,<493>,<493>> ran in 0.01 s [OI=32.50, 17.48 GFlops/s]\n", - " * section2<<493>,<493>,<493>,<493>,<493>,<493>> ran in 0.01 s [OI=32.50, 17.48 GFlops/s]\n", - " * section3<<493>,<493>,<493>,<493>,<493>,<493>> ran in 0.01 s [OI=32.50, 21.37 GFlops/s]\n", - " * section4<<493>,<493>,<493>,<493>,<493>,<493>> ran in 0.01 s [OI=32.50, 21.37 GFlops/s]\n", - " * section5<<493>,<493>,<493>,<493>,<493>,<493>> ran in 0.01 s [OI=32.50, 21.37 GFlops/s]\n", - " * section6<<493>,<493>,<493>,<493>,<493>,<493>> ran in 0.01 s [OI=32.50, 21.37 GFlops/s]\n", - "Performance[mode=advanced] arguments: {}\n", - "Operator `eval_coeffs` generated in 0.94 s\n", - " * lowering.IET: 0.52 s (55.7 %)\n", - " * specializing.IET: 0.39 s (41.8 %)\n", - " * hoist_prodders: 0.19 s (20.4 %)\n", - " * lowering.Expressions: 0.26 s (27.9 %)\n", - "Flops reduction after symbolic optimization: [48 --> 0]\n", - "Operator `eval_coeffs` fetched `/tmp/devito-jitcache-uid1000/d67fa00742087921a4a45611eeaa6b2e13036d72.c` in 0.23 s from jit-cache\n", "Operator `eval_coeffs` ran in 0.01 s\n", - "Global performance: [OI=30.50, 5.87 GFlops/s]\n", - "Local performance:\n", - " * section0<<493>,<493>,<493>,<493>,<493>,<493>> ran in 0.01 s [OI=30.50, 15.04 GFlops/s]\n", - " * section1<<493>,<493>,<493>,<493>,<493>,<493>> ran in 0.01 s [OI=30.50, 15.04 GFlops/s]\n", - "Performance[mode=advanced] arguments: {}\n", - "Operator `eval_coeffs` generated in 1.62 s\n", - " * lowering.Expressions: 0.63 s (39.1 %)\n", - " * lowering.IET: 0.57 s (35.4 %)\n", - " * specializing.IET: 0.37 s (23.0 %)\n", - "Flops reduction after symbolic optimization: [96 --> 0]\n", - "Operator `eval_coeffs` fetched `/tmp/devito-jitcache-uid1000/38016354d71c25a94e292421bb005884b0b437f1.c` in 0.17 s from jit-cache\n", "Operator `eval_coeffs` ran in 0.01 s\n", - "Global performance: [OI=32.00, 6.05 GFlops/s]\n", - "Local performance:\n", - " * section0<<301>,<301>,<301>,<301>,<301>,<301>> ran in 0.01 s [OI=30.50, 11.02 GFlops/s]\n", - " * section1<<301>,<301>,<301>,<301>,<301>,<301>> ran in 0.01 s [OI=32.50, 14.68 GFlops/s]\n", - " * section2<<301>,<301>,<301>,<301>,<301>,<301>> ran in 0.01 s [OI=32.50, 16.77 GFlops/s]\n", - " * section3<<301>,<301>,<301>,<301>,<301>,<301>> ran in 0.01 s [OI=32.50, 16.77 GFlops/s]\n", - "Performance[mode=advanced] arguments: {}\n", - "Operator `eval_coeffs` generated in 1.58 s\n", - " * lowering.IET: 0.98 s (62.4 %)\n", - " * specializing.IET: 0.79 s (50.3 %)\n", - " * lowering.Expressions: 0.35 s (22.3 %)\n", - "Flops reduction after symbolic optimization: [96 --> 0]\n", - "Operator `eval_coeffs` fetched `/tmp/devito-jitcache-uid1000/fbb9fc7c2cb0c3e0f860e60a7200b7e2f2656b30.c` in 0.34 s from jit-cache\n", "Operator `eval_coeffs` ran in 0.01 s\n", - "Global performance: [OI=32.00, 5.90 GFlops/s]\n", - "Local performance:\n", - " * section0<<301>,<301>,<301>,<301>,<301>,<301>> ran in 0.01 s [OI=30.50, 10.02 GFlops/s]\n", - " * section1<<301>,<301>,<301>,<301>,<301>,<301>> ran in 0.01 s [OI=32.50, 14.68 GFlops/s]\n", - " * section2<<301>,<301>,<301>,<301>,<301>,<301>> ran in 0.01 s [OI=32.50, 16.77 GFlops/s]\n", - " * section3<<301>,<301>,<301>,<301>,<301>,<301>> ran in 0.01 s [OI=32.50, 19.57 GFlops/s]\n", - "Performance[mode=advanced] arguments: {}\n", - "Operator `eval_coeffs` generated in 1.59 s\n" + "Operator `eval_coeffs` ran in 0.01 s\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Generating stencils for Derivative(v_x(t + dt, x + h_x/2, y), y)\n", + "Generating stencils for Derivative(v_y(t + dt, x, y + h_y/2), y)\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ - " * lowering.IET: 0.61 s (38.4 %)\n", - " * specializing.IET: 0.44 s (27.7 %)\n", - " * lowering.Expressions: 0.58 s (36.5 %)\n", - " * lowering.Clusters: 0.32 s (20.2 %)\n", - "Flops reduction after symbolic optimization: [96 --> 0]\n", - "Operator `eval_coeffs` fetched `/tmp/devito-jitcache-uid1000/38016354d71c25a94e292421bb005884b0b437f1.c` in 0.12 s from jit-cache\n", "Operator `eval_coeffs` ran in 0.01 s\n", - "Global performance: [OI=32.00, 5.79 GFlops/s]\n", - "Local performance:\n", - " * section0<<301>,<301>,<301>,<301>,<301>,<301>> ran in 0.01 s [OI=30.50, 12.25 GFlops/s]\n", - " * section1<<301>,<301>,<301>,<301>,<301>,<301>> ran in 0.01 s [OI=32.50, 13.05 GFlops/s]\n", - " * section2<<301>,<301>,<301>,<301>,<301>,<301>> ran in 0.01 s [OI=32.50, 19.57 GFlops/s]\n", - " * section3<<301>,<301>,<301>,<301>,<301>,<301>> ran in 0.01 s [OI=32.50, 19.57 GFlops/s]\n", - "Performance[mode=advanced] arguments: {}\n", - "Operator `eval_coeffs` generated in 1.35 s\n", - " * lowering.IET: 0.77 s (57.4 %)\n", - " * specializing.IET: 0.55 s (41.0 %)\n", - " * place_definitions: 0.29 s (21.7 %)\n", - " * lowering.Expressions: 0.38 s (28.4 %)\n", - "Flops reduction after symbolic optimization: [96 --> 0]\n", - "Operator `eval_coeffs` fetched `/tmp/devito-jitcache-uid1000/fbb9fc7c2cb0c3e0f860e60a7200b7e2f2656b30.c` in 0.16 s from jit-cache\n", - "Operator `eval_coeffs` ran in 0.01 s\n", - "Global performance: [OI=32.00, 5.47 GFlops/s]\n", - "Local performance:\n", - " * section0<<301>,<301>,<301>,<301>,<301>,<301>> ran in 0.01 s [OI=30.50, 12.25 GFlops/s]\n", - " * section1<<301>,<301>,<301>,<301>,<301>,<301>> ran in 0.01 s [OI=32.50, 11.74 GFlops/s]\n", - " * section2<<301>,<301>,<301>,<301>,<301>,<301>> ran in 0.01 s [OI=32.50, 16.77 GFlops/s]\n", - " * section3<<301>,<301>,<301>,<301>,<301>,<301>> ran in 0.01 s [OI=32.50, 16.77 GFlops/s]\n", - "Performance[mode=advanced] arguments: {}\n" + "Operator `eval_coeffs` ran in 0.01 s\n" ] } ], @@ -562,13 +315,18 @@ "h_x = x.spacing\n", "h_y = y.spacing\n", "\n", - "# TODO: check how this staggering is going to interact with Schism's internals\n", + "txxdx = tau[0, 0].dx(x0=x+h_x/2)\n", + "txydx = tau[0, 1].dx(x0=x)\n", + "vxdx = v[0].forward.dx(x0=x)\n", + "vydx = v[1].forward.dx(x0=x+h_x/2)\n", + "\n", "txydy = tau[0, 1].dy(x0=y)\n", "tyydy = tau[1, 1].dy(x0=y+h_y/2)\n", "vxdy = v[0].forward.dy(x0=y+h_y/2)\n", "vydy = v[1].forward.dy(x0=y)\n", "\n", - "derivs = (txydy, tyydy, vxdy, vydy)\n", + "derivs = (txxdx, txydx, vxdx, vydx,\n", + " txydy, tyydy, vxdy, vydy)\n", "\n", "subs = boundary.substitutions(derivs)" ] @@ -607,21 +365,17 @@ "source": [ "# Various shorthands for clarity\n", "b = 1/rho\n", - "txxdx = tau[0, 0].dx\n", - "txydx = tau[0, 1].dx\n", - "vxdx = v[0].forward.dx\n", - "vydx = v[1].forward.dx\n", "\n", "# Velocity updates\n", - "eq_vx = dv.Eq(v[0].forward, v[0] + dt*b*(txxdx + subs[txydy]))\n", - "eq_vy = dv.Eq(v[1].forward, v[1] + dt*b*(txydx + subs[tyydy]))\n", + "eq_vx = dv.Eq(v[0].forward, v[0] + dt*b*(subs[txxdx] + subs[txydy]))\n", + "eq_vy = dv.Eq(v[1].forward, v[1] + dt*b*(subs[txydx] + subs[tyydy]))\n", "\n", "# Normal stress updates\n", - "eq_txx = dv.Eq(tau[0, 0].forward, tau[0, 0] + dt*(lam+2*mu)*vxdx + dt*lam*subs[vydy])\n", - "eq_tyy = dv.Eq(tau[1, 1].forward, tau[1, 1] + dt*(lam+2*mu)*subs[vydy] + dt*lam*vxdx)\n", + "eq_txx = dv.Eq(tau[0, 0].forward, tau[0, 0] + dt*(lam+2*mu)*subs[vxdx] + dt*lam*subs[vydy])\n", + "eq_tyy = dv.Eq(tau[1, 1].forward, tau[1, 1] + dt*(lam+2*mu)*subs[vydy] + dt*lam*subs[vxdx])\n", "\n", "# Shear stress update\n", - "eq_txy = dv.Eq(tau[0, 1].forward, tau[0, 1] + dt*mu*(subs[vxdy] + vydx))" + "eq_txy = dv.Eq(tau[0, 1].forward, tau[0, 1] + dt*mu*(subs[vxdy] + subs[vydx]))" ] }, { @@ -639,33 +393,26 @@ "cell_type": "code", "execution_count": 10, "id": "b460b2f2", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "Operator `Kernel` generated in 3.46 s\n", - " * lowering.Clusters: 1.04 s (30.2 %)\n", - " * lowering.Expressions: 1.03 s (29.9 %)\n", - " * lowering.IET: 0.72 s (20.9 %)\n", - "Flops reduction after symbolic optimization: [623 --> 350]\n", - "Operator `Kernel` fetched `/tmp/devito-jitcache-uid1000/f14951870b4256cf79ce8a03fd89082b12f85b55.c` in 0.36 s from jit-cache\n", - "Operator `Kernel` ran in 0.65 s\n", - "Global performance: [OI=0.51, 1.23 GFlops/s, 0.01 GPts/s]\n", - "Local performance:\n", - " * section0<<221,101,101>,<221,101,101>> ran in 0.65 s [OI=0.51, 1.23 GFlops/s, 0.01 GPts/s]\n", - " * section1<<221,1>,<221,1>,<221,1>,<221,1>,<221,1>,<221,1>,<221,1>,<221,1>,<221,1>,<221,1>> ran in 0.01 s [OI=76.25, 1.90 GFlops/s, 0.01 GPts/s]\n", - "Performance[mode=advanced] arguments: {}\n" + "Operator `Kernel` ran in 0.44 s\n" ] }, { "data": { "text/plain": [ "PerformanceSummary([(PerfKey(name='section0', rank=None),\n", - " PerfEntry(time=0.6438799999999998, gflopss=1.2219558442566942, gpointss=0.003501306144001989, oi=0.5061814217406715, ops=349, itershapes=((221, 101, 101), (221, 101, 101)))),\n", + " PerfEntry(time=0.43461499999999975, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[])),\n", " (PerfKey(name='section1', rank=None),\n", - " PerfEntry(time=0.00014199999999999977, gflopss=1.8987323943662002, gpointss=0.0015563380281690168, oi=76.25, ops=1220, itershapes=((221, 1), (221, 1), (221, 1), (221, 1), (221, 1), (221, 1), (221, 1), (221, 1), (221, 1), (221, 1))))])" + " PerfEntry(time=0.00013299999999999974, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[]))])" ] }, "execution_count": 10, @@ -683,12 +430,15 @@ "execution_count": 11, "id": "2280f8a4", "metadata": { - "scrolled": false + "scrolled": false, + "tags": [ + "nbval-ignore-output" + ] }, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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\n", "text/plain": [ "
" ] @@ -699,7 +449,7 @@ ], "source": [ "plt.figure(figsize=(10, 10))\n", - "plt.imshow(tau[0, 0].data[1].T, origin='lower')\n", + "plt.imshow(tau[0, 0].data[1].T, origin='lower', cmap='seismic')\n", "plt.colorbar()\n", "plt.show()" ] @@ -708,11 +458,15 @@ "cell_type": "code", "execution_count": 12, "id": "0d695467", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "data": { - "image/png": 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\n", 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\n", "text/plain": [ "
" ] @@ -723,7 +477,7 @@ ], "source": [ "plt.figure(figsize=(10, 10))\n", - "plt.imshow(tau[0, 1].data[1].T, origin='lower')\n", + "plt.imshow(tau[0, 1].data[1].T, origin='lower', cmap='seismic')\n", "plt.colorbar()\n", "plt.show()" ] @@ -732,11 +486,15 @@ "cell_type": "code", "execution_count": 13, "id": "859f505d", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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\n", "text/plain": [ "
" ] @@ -747,7 +505,7 @@ ], "source": [ "plt.figure(figsize=(10, 10))\n", - "plt.imshow(tau[1, 1].data[1].T, origin='lower')\n", + "plt.imshow(tau[1, 1].data[1].T, origin='lower', cmap='seismic')\n", "plt.colorbar()\n", "plt.show()" ] @@ -756,11 +514,15 @@ "cell_type": "code", "execution_count": 14, "id": "686b0c93", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "data": { - "image/png": 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\n", "text/plain": [ "
" ] @@ -771,7 +533,7 @@ ], "source": [ "plt.figure(figsize=(10, 10))\n", - "plt.imshow(v[0].data[1].T, origin='lower')\n", + "plt.imshow(v[0].data[1].T, origin='lower', cmap='seismic')\n", "plt.colorbar()\n", "plt.show()" ] @@ -781,12 +543,15 @@ "execution_count": 15, "id": "ed99e467", "metadata": { - "scrolled": false + "scrolled": false, + "tags": [ + "nbval-ignore-output" + ] }, "outputs": [ { "data": { - "image/png": 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\n", 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\n", "text/plain": [ "
" ] @@ -797,7 +562,7 @@ ], "source": [ "plt.figure(figsize=(10, 10))\n", - "plt.imshow(v[1].data[1].T, origin='lower')\n", + "plt.imshow(v[1].data[1].T, origin='lower', cmap='seismic')\n", "plt.colorbar()\n", "plt.show()" ] @@ -812,14 +577,21 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 16, "id": "f2da8f8c", "metadata": {}, "outputs": [], - "source": [] + "source": [ + "assert np.isclose(np.linalg.norm(tau[0, 0].data), 3.046729)\n", + "assert np.isclose(np.linalg.norm(tau[0, 1].data), 0.80041593)\n", + "assert np.isclose(np.linalg.norm(tau[1, 1].data), 3.0194936)\n", + "assert np.isclose(np.linalg.norm(v[0].data), 2.9421904)\n", + "assert np.isclose(np.linalg.norm(v[1].data), 2.6973176)" + ] } ], "metadata": { + "celltoolbar": "Tags", "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", diff --git a/examples/13_vti.ipynb b/examples/13_vti.ipynb index c14b8cc..1152c12 100644 --- a/examples/13_vti.ipynb +++ b/examples/13_vti.ipynb @@ -7,14 +7,18 @@ "source": [ "# VTI sinusoid hill\n", "\n", - "In this notebook, we will consider the application of immersed boundaries to a set of pseudo-acoustic wave equations featuring VTI. This is based on the Fletcher et al. TTI formulation with all angles sent to zero." + "In this notebook, the application of immersed boundaries to a set of pseudo-acoustic wave equations featuring VTI is considered. This is based on the Fletcher et al. TTI formulation with all angles sent to zero." ] }, { "cell_type": "code", "execution_count": 1, "id": "dc91c79a", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "data": { @@ -52,7 +56,11 @@ "cell_type": "code", "execution_count": 2, "id": "7e9c3fbd", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "name": "stderr", @@ -177,10 +185,11 @@ "v_pn = v_py*dv.sqrt(1+2*de)\n", "v_px = v_py*dv.sqrt(1+2*ep)\n", "v_sy = dv.sqrt(v_py**2*(ep-de)/sig)\n", - "# v_sy = 0\n", "\n", - "rhs_p = v_px**2*subs[p.dx2] + v_py**2*subs[q.dy2] + v_sy**2*subs[p.dy2] - v_sy**2*subs[q.dy2]\n", - "rhs_q = v_pn**2*subs[p.dx2] + v_py**2*subs[q.dy2] - v_sy**2*subs[p.dx2] + v_sy**2*subs[q.dx2]\n", + "rhs_p = v_px**2*subs[p.dx2] + v_py**2*subs[q.dy2] \\\n", + " + v_sy**2*subs[p.dy2] - v_sy**2*subs[q.dy2]\n", + "rhs_q = v_pn**2*subs[p.dx2] + v_py**2*subs[q.dy2] \\\n", + " - v_sy**2*subs[p.dx2] + v_sy**2*subs[q.dx2]\n", "\n", "eq_p = dv.Eq(p.forward,\n", " 2*p - p.backward\n", @@ -206,22 +215,26 @@ "cell_type": "code", "execution_count": 10, "id": "f611527e", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "Operator `Kernel` ran in 0.07 s\n" + "Operator `Kernel` ran in 0.08 s\n" ] }, { "data": { "text/plain": [ "PerformanceSummary([(PerfKey(name='section0', rank=None),\n", - " PerfEntry(time=0.06849800000000003, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[])),\n", + " PerfEntry(time=0.071128, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[])),\n", " (PerfKey(name='section1', rank=None),\n", - " PerfEntry(time=1.8000000000000004e-05, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[]))])" + " PerfEntry(time=3.2000000000000005e-05, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[]))])" ] }, "execution_count": 10, @@ -238,11 +251,15 @@ "cell_type": "code", "execution_count": 11, "id": "1ace3ee6", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "data": { - "image/png": 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\n", 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r1thj3nqrWvS8bw/CZqXvU9HW4udkAFd3ZYys1aQVDNYKfyaLtlaNVxYtlvsK2DF+gF0QWRvzZRvLAPYxsuMQi4tHKn2jjfaWLXJfgUmTzLZ2ihs0yO7LyjLbWmHjWHFmP3jQHkPU1QQQXN25ttbpN2FNnvj973+P6dOn4/HHH8eKFSswduxYdOvWDUVFRdi1axcuu+wyPProo83jS0q+qnKfkZGB1NRUdZ1NF4FNY4mIiMh/ukH/79+xrtNvwnphl5ubi7feeguXXXYZVq1ahV0t7oV0wgknYNKkScYtPSorKwEAycn2/3abpBxJG6uo0P5H/pXa2lrU1tY2t482loiIiKirCmvc4BtvvIFRo0Zh8+bNWLx4Mfbs2YMDBw5g+fLlqK+vx5w5czBnzpyQP+/ChQuRnp7e/Nc0y0dERERdA5Mn3IRtn8rKyjBz5kzs3bsXzz//PC6++GL06dMHPXr0wDnnnIOVK1ciKSkJf/zjH/Haa68BQPPPr9XVWlzNV5oKFB/t5r35+fkoLy9v/istLQ3hnhERERFFhrD9FLtixQrs3bsXxx9/PE499VTr8SFDhuDUU0/Fa6+9hoKCApx++ukYdCRyuKysDJWVlWqcXdNF2iAtyviI+Pj4dmXlErVGC/WUyRIuhYY3K7kMWmHhlSvN9t69WhHh90VbG6MVKJaJCX2UMQNEe5gy5gSj1bv3cdaIkXZ+gZUEoBXjlcdSSzrRjuXevTIx4l/2IBSL9mfKGJlQoa3nC6XPfMHfemu0NWL7drP4sXyPAHahY8A+llph44wMs629b49EuhB1GSxQ7CZs+/TZZ1+dNI82s5aeng4AOHDgAICvYvKSkpIAABtkeuARTf1jxowJ2bYSERERdUVhu7Dr378/AGDLli0oLy+3Hq+vr8fGjRsBAIMHDwYAxMXF4eyzzwYALF682Frm008/xZtvvgkAmDlzZodsNxEREXU+xti5Cds+TZs2DcnJyTh48CCuueaa5tg44KtCxDfddBM+++wzdO/eHeeff37zY/PmzUMgEMATTzyBlS1+l6qpqcGcOXNw+PBhzJo1CyPkjReJiIiIokzYYux69+6Nxx57DFdeeSWeffZZrFmzBuPGjUP37t2xYcMG7Nq1CzExMXj44YcxZMjXN+MeM2YM7rvvPsydOxfTp0/Hd77zHRx33HEoLCzE7t27kZubi8ceeyxcu0FERESdIIDQz0b5sUBxwPM8L5xP+MEHH+DBBx/E66+/jl27dsHzPPTt2xcTJkzAj3/8Y5xyyinqcgUFBbjvvvvwzjvvoLq6GgMGDMD555+P/Pz8VosXt6aiogLp6ekoLi5HamrrMX8UXbS3kazgL+8gAQD7xA0btDtIvPuu2X71VXvM6tXyLg8A8I5ou9xBok4Zo90NIle0/8MaMWzYYKM9e7a9liPREs1OHVVjD3r/fbtPFhVvUWuymUx6GjzYHjN6tNX19qYko33kzoSGJUvMdnGxVuT8PdHWElO0O1bEiba8OwcAyIwS+9x3xhn2nT6mTDHb48bZa5a5ZEfu0miQd6zQ7pjCBAtqUllZgWHD0lFeXn7UWPmO0PSd/Rn0e9gc07rxVYpYZ+xXRwlrgWIAOOmkk/DEE0+0e7mpU6di6tSpHbBFRERERP4Q9gs7IiIiovZiuRM3ftwnIiIioqjEGTuKSj2UkDMZTwe4FcjdssVsuxQa3rRpt7JVG5U+WURXi+eScSFKHBpOs3rGjTPjvq6/3l7qqrxGs+Ovf7UH/foVsy0DCgH7IAGQkXhKiJd1gkpSxkDJiD9VBJ6d+t3vWmP+vy0XG+0/Pmkft8ceM/vefVfGMwLAeqVPxut9row5KNpl1ojVq+36nHv29DXa+5Xa07KwsVY0wKVAtPaZ+Lf2FiQKA87YufHjPhERERFFJc7YERERUcTjjJ0bP+4TERERUVTijB0RERFFPM7YueGFHfmOVmhYFmPVyEQJANi502xrdXYLCsz2Sy/ZY/bulYVtlRVBS6g4LNrDlDEnGa3Bg0dZI264wV7qxhvNdsyTf7QHnfOc2X7tNWvIAVG1uULZQq1kskyWaFTGyJOudsKKUxIz0kRfz2eftRf8y1+M5lUtbmXYJG/9VUb7wQftQsOPPmr3lZRsEj0f2M+PL0RbJsoAgP2m3LRptNHes0cWmraLZmslQGVd5+xse4yWUNG7t9nWinazsDF1BF7YufHjPhERERFFJc7YERERUcTjjJ0bP+4TERERUVTijB11ebLYcFysHa3VKP4Po8XT7dhh923YYLZloWEAeOEFs11frxUa/pdoa1Vek5U+GVM33hpxzTXmjeJl7BwAnLDnH3Zn3pNmW9m5qr17zbayhTJWTjupaCGOwZx8tCLGWp8sflynBIKl/P3vZlu+2ABi1qwx2nPz8qwxZ7002ep78EEzzvH3v1cqBOMN0dZi7L5U+swC0Hv3VlsjnnrKLGysvd/lIRk71h4zaJDdJ+PukhLsz1tsrPl5Y1FjCgXO2Lnx4z4RERERRSXO2BEREVHECwAIBAKhXafnhXR9kYAzdkREREQ+wRk7IiIiinyxsUCIZ+zgeUCDFqnbdfHCjroUWRwVAGJEaVuZKAEAZWVmu1iJU3/vPbtP5hMsX16vbNU7ol2ijJEB7ko1WIy2ekaNGmy0tcSIq84XJYH/8Ad7kFagV+xwVb29bzIsPsNeCxK6m8kb6NXLHqS9cMkiWUSuBwDkNlXbiQIQCR4AgP37jeYhZd9k0WSZKAIAKUuWmB3KG+eECy6w+h7/1dVG+7TT0qwxDz44yWhv2mQXOtYLWcuECpmYA9TXHzTazz57ijXm0KHuom0/08GDdt8wkc+TkWF/3mQCU+/e9hjtZSM6Kl7YOeFPsUREREQ+wRk7IiIiinwdNWPnM5yxIyIiIvIJztgRERFR5OOMnRNe2FHE6tPbrmivBbk2xsYZbS0o++OPzfb69faYl16y+157TQbrv28Pwmei3U0Zc4Jon2aNuOwyO3ngRz8y26d2V+5qcbcI8F+92h6zZYvV1SgSClK05IWsLLOt3YpA9mUriSGZmXafvIVBgnJ/ChnRr91CYd8+u2/nTnPVym1FrL49e6wx8hjFvP9+29uorOuq2bOtISf+3rw7xK9/Pdga8+c/a0k28s27Uxkj35O25ctHG+2qKvvOJ9quHT5sto8/3h4jkyViGmSqCtCnt/3188Ve/ohEdKx4YUdERESRr1s3ICbEF/+NygRCF8f/HhERERH5BGfsiIiIKPLFxnLGzgEv7ChiWDF1DvF0gB0apYSTYd06sy0LDwPAW29V2J3YJNq7lTEyNinXGpGTY/ZdfbU1RO3rt+UfZocWCPjWW2ZbFOcFAGRkWF0xsmiwFhs3dOjR29pyMi6vlee3YupildORfA9oQV+y+jRgvyl2KnFo27cfvQ0gRi7nUAwZAFBYaLaV9/Kp55QZ7ZyfT7bGDB1qxz3+4Q8TjXZp6Vb7+SH7tPet6bXXRll9hw7ZhZVlmKP2kowYYbazsuzPrUvcHWPuyMALOyf81BARERH5BGfsiIiIKPJxxs4JZ+yIiIiIfIIzdkRERBT5unX76i+UZGFGH+CFHYVFjx5mOy627eLDdVASJZQY+M2bzbZMlADsZImion8rW/kvpU8GxiuFdmEGnU+c2MsacemlZlupV4u091+3O9esMdtKgL91YtKSF7QCwbKwsJYY4VJ8WD6fLDzcWp+WLNEWJQlBLVost1PbbtmnFV+Wx1spdKwWSJavifa6ide2n3I8brzxP60+ebifespO1ikslK+3TAIC7Pe2Peatt2RhbeDQoR6iba9Z9o0caY/REiriREKFVsS4rsH8oenf2keZKIrxwo6IiIgiX2xs6GfsQn2LsgjAGDsiIiIin+CMHREREUU+ztg54YUdhZyMpwNaiakTZEydVlNWxtMBdhhaQYE9ZtMmGU+kVDFGmdJ3nGiPtkbMnGkW2r3oInst06aZ7bTtG+1B2g3m5UHQAppk/JpLPB1gV5HVxsg4NG3doviwjIEC9NC4BmVX2hKrFKiOTelp9cXJgshajJ8coxVRdlmPS9yd9rrJ11Z5/dOU55s9e4zRTk+3V52ZacZ5Llt2mj0I8vmUQstK3GlRkfm+aWiwY0rl7mqvvxZ3l51tvr5xsM8b8lzSo4f9fmPcnU/xws4Jf4olIiIi8gnO2BEREVHk44ydE87YEREREfkEZ+yIiIgo8nXrFlz9yyjDI0THRE2UQJ3dKd5qNYfsyWIZS15UZK/ljTfsPll8uLj4S+X5i0W7QhkjEyUAwAxUv+wy+2eA888325Mm2WtJ27PN7NCyQLYoCR179ijbJMiKtVqhYZc+rYivSJaoi02yhhwS9YG1QPn6ersvVLp3t/tiY833V4KWYJFgJr1AtrU+7UtFW04WJNaKGMvXVnv9lYSONPF806bZRYQTE812Soq9jX/+8zjRoyT0QNlukXi0adMwa8ShQ+ZnSXtPHDxo98lx2dn2eSIpwUye0M43PXqYSRhMpqBowgs7IiIiinyxsZyxc8AYOyIiIiKf4KUvERERRT7O2DnhEaJ2kTF1ajyd8sGrqDInh7Xiw7I+a2GhPeaVV+y+khIZUyfj6QCgWrT7WCMCgTFW36WXmu3Zs+01y5i6pJ3b7EHvvmu216+3x2g3ipdBRzKeDrALDct2a30ypk6J55KxkDKeDgg+fu7w4fYvo1U60J5f9mkxXgkJZrxgkhZjKAsEawWKtRg7+RlwiZ/UXn+NOAhpyudt6tThR92cIysyWk89JWPuAM9zibuzP2/FoquhwY5f1V43+Z7QXjcZd5eWYu9cXIN5XpIxdwDj7rokXtg54U+xRERERD7BS18iIiKKfB1R7sTzQru+CMAZOyIiIiKf4IwdERERRb6OiLHz4YwdL+yoVWrx4VizOGgj7KDksjJ7uR07zLZMlACAdevMdkGBPaa0dLfdiU9E+5AyJlO0T7JGyEQJAMjLM9uTJzXag+TOaDsnkyVcEiUAYNAgsz1ypD3mxBPN9jC7YKxWfFgWG9YSI+QmhbLQcKhv+Xg0Ltvd0GD/gCELG8cNdShiDADJyW2PkUWq5YcE0JMu5ItSW2sNSRptvpjTzxptjUlIaPsHmz//2f6cAB+ItpaFYGZPlJTYmTIrVvS1+uSuHFI+yqNHm+1Bg+z9yMgwz0txsD+3PXrYyzGhgvyAF3ZEREQU+Thj54QxdkRERESO6uvr8eqrr+LWW2/FuHHjkJGRge7duyMrKwvnnnsuVqxY0anbxxk7IiIiinwRMmO3du1anHHGGQCArKwsTJgwAcnJyfjXv/6F5cuXY/ny5bj22mvx2GOPIRAIhHZ7HfDCjoiIiCJfhFzYxcTEYNasWfjJT36CiRMnGo89/fTT+K//+i88/vjjGD9+PC6//PJQbakzXthRs9RUs619fuSdCLRECS0vQOYTyEQJAFizxmzv3avcngKfKn0ywlrJ+hDJEpddZkfuX3+9vdS3h4q7Wvz9XXvQxx+bbRkUD9gHRTu4Q4fafSeJ4PVRo+wxMsFCuTtFTYOd5CKTJUKZGNEVyP3V9l/mKci7VQBAkjz+Xw002/LDBbglWGgJFS53qKgSL+5uO+lo8jjzThMJ19t3h5B3pwC0hAqZTAHYCRUywQkoLbUTKl56yUzykbuh9Wlj5EcpI0NJjFEOt3yZKivtMUSTJ0/G5MmT1ccuuugirF69GosWLcKf/vQnXtgRERERqTqiQHGjUungGJ188skAgNLS0pCv2wWTJ4iIiIhCpPjIzZL79rVL+oQDZ+yIiIgo8nVEjN2RGbuKigqjOz4+HvHx8e1e3Z49e/Dkk08CAGbNmnXMmxcMXthFKS3kR9Li5/btM9ta/VSX4sMyng4A6utl7JBWjLhO6TOLDwcCdlFVWWj4hhvstYxJ2WZ3viQ2XIt52iliAeVBAoCMDLOtxWVpxYdHjGh7ORFTJ+MgAb3Qazhj6g7b4VRBFSgO1XpcOR2jBDt+MUkWhNa+jGRfYqI9JiXF7pPvwT177DEyOFB7T37xhdH89oQJ1pCEG4dbfbGx5gF/8skx1hjPk3F3yvOjxOrZu9d8o77wgh13Ks9L2nlK9smPEQBkyprlcAuNZNydP+Xk5BjtO++8E3fddVe71tHQ0IBLL70U5eXlGDVqFK677roQbqE7XtgRERFR5OvAGbvS0lKkpaU1dwczW3f99dfj1VdfRa9evfDcc88hLs7+T1848MKOiIiIolpaWppxYddeP/nJT7Bo0SL06NEDq1evxvDh9mx3uPDCjoiIiCJfB87YHYubb74ZDz/8MDIyMrBq1armrNjOwqxYIiIioiDcdtttuP/++5Geno5Vq1Zh7Nixnb1JnLGLFjIuW8ZWA3ahT60Ez9atZnvDBnuMVny4qEhG79sFSwFRDBhKpDzsIqrdu5tFe+fMsZf67/822ydUvWMPemGN3ScTI7RqqDIzQSZKAIAMpj/xRHvMN77R9nJKxLdMlujsRAlNqBIcOjJRwoX7cTRfkySlaLQ186BVzNXifOQ4+R4F7DeBNkZmGCgJFmMmTbL6brnllDY3cdEiM4Gpvn6TPcj6vAOAuZ319Xay1OrVQ4z2vn32cZO7oiVY5ObafSJ+Xs1dkefSgwftMdRBImzGbt68efjlL3+J9PR0rF69GuNE0e/Owgs7IiIiinwdUaBYS7V3MH/+fNx7773NP79GykUdwAs7IiIiImcvvvgi/u///g8AMHToUPz6179Wx2VmZuJXv/pVODcNAC/siIiIqCvoiJ9ig5ixO3DgQPO/N2zYgA1aTBKAgQMH8sKOQqN7d7tPxoGUl9tjZBiOdi/79evNthZPV1q6X9mqT0Vb3iQcsG84PtAa0bu3XbDUpfjwgO3/MDsKCuxBWvFhSYuDknFvffrYY4YNM9taxVQZTwegMaOn0dZC/GS8ZGfH00Ubl+Pd0GDnqaVkmvGiMS5FjAH7A56cbI8RxYfVN44MRNOKGCvBaSdMNdeVn2/fDF0W9n3yyVHWmL17ZUFyQMbY6UXKzfjBoiL7PLFvXy/Rtteixd1VV5tt5SOJ9HSzrZ1v+Rn0t7y8POTJL54Iwgs7IiIiinwRMmMX6VjuhIiIiMgnOGNHREREkY8zdk44Y0dERETkE5yx6+K0/2zIAGDADhQuLrbH/POfZlsmSmh9lZVK4VMrABoA5EYpSQgiWWLYMDtyWSs+/IMfmO20guftQTJZQivYqv1PUCZGaIVm5ZhBg+wxQ0XSh5YokWLfp1DGvGuFpRmoHXlcXhP52qaIRBnAMaFCS+iR2Qta9sCePW2P0TKoxMlkwNQya8j8+ecZ7V69rCFYtMhOhCoulvsik64AO/HKLmJcWmpmi730kv1503ZX9ml1xGUelFaPXHtJOru4ti90RB077aTaxfHCjoiIiCJfR/wUG+r1RQD+FEtERETkE/67VCUiIiL/4Yydk07Zo7q6Ojz22GN45pln8K9//Qs1NTXIzMzEqFGjkJeXh4suushapqCgAPfffz/eeecdVFdXY+DAgZg1axby8/ORot2p2adk/JxWZFOLHdkuaoG+/749RsbPbdqkBQp9ItrajbztmBdAxo/Zd+CeONEco9V/vOpSZd1LlpjtNWvsMTKmTvswa9VIZbycFmMnl9PWI/rqYpOsIYeUGrK8wbg/aDF3LnF4CQl23GWcfE9q72V5TtRiSuUYbT1a0W55Mjl0yBqSJgIIf3rTbGtM795xVt+TT5qfk8JCe/+BraJdoYwpMVqVlXbg8erVQ6y+PXu6i7a95v2i/roMnwXssFvAjsXT6koThULYL+x27tyJ7373u/jXv/6FzMxMjB8/HsnJySgtLcXrr7+O5ORk68LugQcewNy5cxEIBDBx4kT06dMHhYWFuOeee7B06VKsW7cOmdoniYiIiPyBM3ZOwrpHBw8exBlnnIEtW7bgrrvuws9+9jN0b3E/lpqaGmzbts1YpqioCDfffDO6deuG5cuXY9q0ac1jzz33XLz66qu4/vrr8dxzz4VzV4iIiIgiTliTJxYuXIgtW7bg2muvxZ133mlc1AFAUlISRo8ebS3jeR6uvPLK5ou6prGLFi1CTEwMli5dii1btoRjF4iIiKgzNM3YhfrPZ8J2YVdfX4/f/va3AIBbb73VaZm6ujqsWLECAHDJJZdYjw8cOBDjx48HACxbtixEW0pERETUNYXtUnXjxo3Yt28f+vXrh6FDh2LTpk14/vnn8fnnn6NHjx6YOHEipk2bhpiYr681t23bhpqaGgDA2LFj1fWOHTsWhYWFKCoqCst+dDY5ManFRMvYZsBOltCSJ/buFVHBaqFhWRxUc5zVEwiMMtrnn28vdfXVZvvMkZ/bg36vXMC/8YbZ1iKeZcVQLcFhxAi7zyV5wqGIsUyWUOLNmSgR5Zxf/wTzvRSnvZflLISWYCaj+bWqulrxVnnS0RIsVq4025WV1pCrZs60+rKz+xntP/zBTp547rlxRtvzNtnPD3ku262MsT+EmzaZx3LPHruystxd8SMTAD2hQr5M//EfyibR0XVEgWIfVo4O24Xdhx9+CADIzs7GvHnz8Itf/AKe5zU/fu+99+Lkk0/GCy+8gAEDBgAASkq+ymzKyMhAqqykfkROTo4xloiIiHyIyRNOwvZT7P4jOeJFRUW499578cMf/hBbt25FeXk5Vq9ejeHDh6OoqAhnn3026o/UAag88r+85KPkhTeVOqmo0FLev1JbW4uKigrjj4iIiMhvwnZh1zQ7V19fj4svvhiPPvoohg8fjrS0NEydOhWrV69GQkICNm/ejCWyLtkxWrhwIdLT05v/mmb5iIiIqItg8oSTsF3Ytfwp9brrrrMeHzBgAM4++2wAXxUjbrlMtXZX+yOqjhTCTEvTCll+JT8/H+Xl5c1/paWl7d8BIiIioggXtkvVIUOGqP/Wxuze/VWg66AjgetlZWWorKxU4+yaLtIGySD3FuLj4xEfHx/MZneqIwnBBpkYsXmzPUar/FJcLMvca4kRX4i2EuGP7qLdzxrRu/dgq+/SS822dleJb+JDs+OJ5fagDz6w++StNrQgcPn+OPFEe8w3vmH3yUQIh5LydbAr6otC/E53HSDSEipkPkNKin0XEyuhQkuekH3aGC2wXM5waMkTMoFp7Vp7jHLbnDO/9z2jnTX/m9YYuWtPPTXKGrN3r4y5VhKx1EQw84Dv3WuH7axebW7Ajh3ynKjnYY0caba1HK8jcxvUGsbYOQnbjN2YMWMQCAQAAPu0e1616G+Km8vNzUVS0lcnrQ0bNqjLNPWPGTMmpNtLRERE1NWE7cIuKysLEyZMAPD1T60t1dfXY+2R/9WdcsopAIC4uLjmn2cXL15sLfPpp5/izTffBADMVFLniYiIyCeayp2E8s+H5U7CeueJO++8E8BXyQzrW9xxvqGhATfffDM++eQTpKam4sorr2x+bN68eQgEAnjiiSewskVtpJqaGsyZMweHDx/GrFmzMEKb+yYiIiKKImH9cXnKlClYsGAB7rjjDkycOBGnnHIKsrKysHHjRuzYsQOJiYn461//ij59+jQvM2bMGNx3332YO3cupk+fju985zs47rjjUFhYiN27dyM3NxePPfZYOHejwyxaZLa1IsKbRC3OLVsOK2vSinHKgp1ayRe5Li0hxYyfO/nkHtYIGU8H2DF1Pd//hz1IzuRqwYIyWA2wC61q8Zbywt+lGLG2biUOqeaQ+f8jrfgwY+ooVOR7SftIJCSYcZ5JWmyojEXVYuy0+CNxK0g1plXG3SnxdHjvPbtPJMp9c6odtjN//mSjrdVnfuop8zxVVJRhD4JW+1SeF7VYZHNMcbFdxLi4uK/SZ84MjbJDA624uzlzlKePZoyxcxLWGTsAmD9/Pl555RWcccYZ2LJlC5YvX47Dhw8jLy8PGzdubP7ptaWbbroJq1evxne/+118+OGH+Nvf/oaUlBTk5+fj3XffRaZ20iIiIiL/YLkTJ52yR2eeeSbOPPPMdi0zdepUTJ06tYO2iIiIiKjr89+lKhEREfkPf4p1EvafYomIiIioY/jvUrWL+L//s/vWrTPbRUVaYoQM5pVJEQCg3alDrssuqgmYAb/duw+1RpxzjtnWEiXOO6vG7ly2zGy//bY9RgZcy0qsgF4gWCY9aIkRsk9LlFDWXddg/t+nQUmMkMkSTJSgcHJ7v9n/h49NMJOj4rKV5AktMUL2uYzRihhrCRWy4rqSGdJzt5kcNvd6u9TVoEFm0eannrKTvF56ye6rrxcV4K2i7YBd2FhLRPvS6tmypZdo21kf27ebCRZaEePbb1eeLlpwxs4JZ+yIiIiIfMJ/l6pERETkP00FikO9Tp/hjB0RERGRT3DGLgxuusnukyFnAHDokMuNq2U8R6MyRol5gYwfG2CNGDHCjDnR7tI2e7bZ/mbCNnvQH1bafbLaciv3CzZolUcHDrT7hg0z20Pt2EAZU9eY0dMaohUWlmF+WtgfY+oo0ri8J+XER0Os/f/8hMzjrL4YuaA2gyJj7JKT7TGffmr3yaAyLTZPxt3tt+OMzzvrLKM99K7h1hgtFHfZMvPcIePivvKZaGvnMi3uTsbr2cWPi4r6Ge2PPhpsjZGnzgceUJ7Krxhj58R/e0RERET+wws7J/wploiIiMgn/HepSkRERP7DGTsnnLEjIiIi8gn/XapGgB/8wGwvW6YF0n6g9MngWi0CWiZGKAV7lcSI1FQz6UDEFgMAZsww2+efb4+JW7PK7Fi/3h60ZYvdJwOetaKmMllCKyJ8/PF232ARYKwkXdSJYqxVZfZqiKKJS2KQllCUkmImHsUNDTJ5IjVVW7nZ3mknGFjZA9o5SBQ//uZpp1lDRtxl36985Eiz/cILdhHjlSvNvspKJQnESrAA7CSLMmWMWXz50CF7///615PEmDRrzG9/q6zaD1juxAln7IiIiIh8gjN2REREFPkYY+eEM3ZEREREPuG/S9Uw++//tvuWLZM3gH5XWVIrPix/69fi52SB3lxrxLhxdvzaOeeYbRlPBwDfzBBxIUvW2INkoWEtBkYL1skU+6IVH5YxdVqhYW25rCyjWYMka0ilvG83URQJZRHtf4vPUmqqHeOVJD/LWkytS4ydbAP2OUfE0wEANm9uc0ycLIYM4JJJk4z2yJF2vLKMw3vpJbto+rvv9rG3CVtFW4vNk3F42onLjNletmycNSI21i4s/cgjyqq6Gs7YOfHfHhEREZH/8MLOCX+KJSIiIvIJ/12qEhERkf9wxs4JZ+yIiIiIfMJ/l6od7N57zfazzyoVPLFJtGVALAAkKn19RdtOjOjb10wekEkRrn0xa/5hD1q5wWxv326PcSk0LBMlALfiw7JPS5RQ1l1RZf7/5OBBe7HDh+0+yYd1KomOicvnprLS7mtINBOY0rTPu5YYIfsyMuwxss+liLGSKIF16+w+Me6bY8daQ0bOn2y0R4+2V/PSS/Z58aWXzMLCu3f3she0Eix2K2Pk94n8vgGefXa81ZedbW7TT3+qrDrSsUCxE87YEREREfkEZ+yIiIgo8jHGzgln7IiIiIh8wn+XqkREROQ/nLFz4r896mDr18ueCmWUrMRuJ0EAdmXy7t0HG+0pU+ylvvc9s60lSgw4tM3ufEpsuKzMDtgBx9odJGTgsrjrAwC3u0o43EGiMcWuaC9zNwA7WaK21h4j+fCzTBQW8rSgnSZs9o9DKZn23RFiZDKWlmAhz0FagoVMqNCSJ7STyZYtZlueEwHEiHWfe9pp1pjRo4crfWZ7+XL7HPjqq2ZffX2JvY34QrS14H/7e2n9eiXRravhhZ0T/hRLRERE5BP+u1QlIiIi/2G5EyecsSMiIiLyCc7YHcXTT9t9MqRs2DA7TqSszOzTQkBGjLD7xouakpMm2WNO/YaInSgstAf98592n4w5OaQUVpbxLVqh4T4iNjAnxx7jED+nrbumIc7cxDJ7Ndpmu8X4EFG4yDhXrdCx9rlNSDDjapMGKXFhLkWM5fmltNQe84WMVYMdU1dWZo/ZIAq5K/F7A0480er74aUTjfZ//IcdQyzP+W+8Mdgas2WL2adtonZI5ClY+3676CK7L6Iwxs4JZ+yIiIiIfMJ/l6pERETkP5yxc8IZOyIiIiKf8N+lKhEREfkPZ+yc+G+PjoEM8D31VHuMrLOrBa5KWg7C0KF23/BBdWbH++/bg54ThYV37LDHuGyUVlhYbqhL8WFtjNLXmJBktF0KDbsGXBNRZNM+t1oiVH29WC4xzhqTktXPaMdomQKyTzsJy4QywE6EUAoUW+dXbT3aCU4ka5w6cqQ15NSbRhvtbTPt/d++ve1N1MhDIvPgAPucG3GVQHhh54Q/xRIRERH5hP8uVYmIiMh3GhGDxhDPR4V6fZHAf3tEREREFKWiesbuuIQKpCW26BDxFf26K3ESWSJYJNvhEGrBJFuUwIh1ok8LnpCxG1rwihZPIgMsXGLjXOLwlPiWmkP2/xdksWHtkEiMpyPyL5fPtxaqJpdLEPG7AJAkg6FdihgDdoydUnzY6tNimrUTnIyH1s7vm80Y6uHKNlp9WUoRZ408cFpsWZUo/tziOyCxXhTH7wQNDaH/XvDj9wxn7IiIiIiC8Oyzz2LSpEno0aMHkpOTcdJJJ+EXv/gF6mUmUBhF9YwdERERdQ2RNmN344034qGHHkJsbCwmT56MlJQU/OMf/8BPf/pTLF++HKtWrUJiYmLbKwoxztgRERERtcMLL7yAhx56CCkpKXj77bfxyiuvYOnSpSguLsaoUaOwbt063HHHHZ2ybbywIyIioojXNGMX6r9g3HPPPQCAefPmYcyYMc39mZmZ+M1vfgMAePTRR1FeXn7M+91e0f1T7LZtQEqLYNE1a8zHRSArALfivykpR2+31peQcPQ2YAcBuwYFyz6XMQ6JETIpArCLjAJ24Us/BqwS0bFxOS/IvATtfHNInKcSEnpaY5KGZtgLuhRpl0kPWhKES2FjLTNEVh/WvoPkctp6tD5J++6QRZMnTWrfOjtYpPwUu2vXLrz77rsAgEsuucR6fMKECcjJyUFpaSlefvllXHzxxce6me3CGTsiIiIiR0VFRQCAnj17YvDgweqYsWPHGmPDKbpn7IiIiKhLOHw49DN2Tb8mVVSY5Vzi4+MRHx+vLlNSUgIAGDBgQKvrzcnJMcaGE2fsiIiIKKrl5OQgPT29+W/hwoWtjq2srAQAJCcntzom5Ui4lbxgDIfonrH7+GMgqUVxy4IC83EZcwegSgR02LdoBuJk7MKoUfagESPsvl69zPaRK36DjPlwiZUD7HgKJcbPJX7OL4WFtW2MuBteE3WySPwsy23StlHG9GrnrUMJ9ryGjMVT4/DkOViLu3aJu9OKH5eWtr2eLVvM9qZN1pA6ZZvqRDule3d73S1j6gCgf/+v/11TY48Ps46MsSstLUVaWlpzf2uzdV1BdF/YERERUdRLS0szLuyOJjU1FQBQXV3d6piqI8kmrusMJV7YERERUcSLlKzYQUduWVcqZ1hbaHpskLy9XRgwxo6IiIjI0cknnwwA2L9/f6vJERs2bAAAo8ZduPDCjoiIiCJepBQozs7Oxrhx4wAAixcvth5ft24dSktLER8fj+nTpx/rbrdbdP8Uu3u3WQR4/Xrj4U+UypcyfFT79TxbBK6qV89a4UuZZDF0aNvLORQRBpSinnvtVfu5iLDcl1jlnS/3H2BCBUUP7f2vcfksdTaXc5dWb1eeJyu72efS7t3Ns35Cpv0tkJSdba9cJjRoyRPyfF5ba48RyRONSqKEsmbI3Mwk5fttiPgOxNSpX//bJXMuivzsZz/DzJkz8fOf/xzTpk1rnpnbv38/fvjDHwIAbrjhBqSnp4d92yLwI0lERERk6sg6du01Y8YM/PjHP8bDDz+M0047DVOmTEFycjJeffVVlJWVYfz48ViwYEFoN9YRL+yIiIgo4kVK8kSThx56COPHj8evf/1rvPnmm6ivr8fxxx+PefPm4aabbkJcnFYQrePxwo6IiIgoCBdeeCEuvPDCzt4MAy/siIiIKOJF2oxdpIruC7vPPwdaTJWWHblNSJMvlUVk9W5tojVGVvTW6tjk5tp9I0cazcZBQ6whe0XSQ+1OezWd/UaNxGBqIooewZ4DQ3XujI21ky7i4827WvQe0dMaE9MymQ8AxHcSAGDHDnMZmfAA4JCSGHFAtJXcEfQUz5exs8UXTJ389qNIxa9gIiIiinicsXPDOnZEREREPsEZOyIiIop4nLFzE90Xdvv3Ay3i4crEw7LtTBaZ1GLsvvENq6su24yp27nDXkwW1dTelC4xbtqYYJfrilw/zLJAsQyfBAAlnIUoori8b7XPhB+/9Jq47Fuwx8TlvKzdPz5bfAfEfaPMHrR1q9lWitRbwdiwi+vLNmB/52Xs2/d1gye6LsMnX9NERETkZ5FUoDiS8cKOiIiIIh5/inXD5AkiIiIin+CMHREREUU8zti5ie4Lu7IyI6q4Qjws24BekNgig1kzM+0x2dlW1549ZluJf0VtbdtPHx9v98ngab8kQQTLNelExl9oQehEXZFLbFGwyVl+Jo+JllPgcp4+eNDuk8d2gPI9YX2fOCZPHBJtrdyw9Z1XVvb1v5k80WVE+UeUiIiIugLO2LlhjB0RERGRT3DGjoiIiCIey524ie4Lu+pqI6hB3hRZu0lykmir7zFZ1TYlxR6j9FXtM9taActDIlBC3jMa0GNgZGyYy4cj2mJp5LEF9JdOkseWoSjU2YKJBdXe/9FGnhddzpPahYG2nDy+2hhZgB6ZDt8d8vsG+veSfHm1AsXWd17LDfLjb5Y+FWVf3URERNQVMcbODS/siIiIKOLxws4NkyeIiIiIfKJTL+xuu+02BAIBBAIB3H333a2OKygowPTp05GZmYnExESMGDECt99+O6qsgAQiIiLyo6YZu1D/+U2n/RT75ptv4r777kMgEIDnea2Oe+CBBzB37lwEAgFMnDgRffr0QWFhIe655x4sXboU69atQ6ZWANhFebkReCovE7UCxY2ircYbu0QhK5kJcjFtNfJNqI3Rkh5kQH+0JUZIrh9meXyVOGUWLaaIpyX0uATza6L93CGPpUuihDZOG2P1uRxsZUXaN5BLcqDV17JAsR/TR32qU2bsampqkJeXh759++L73/9+q+OKiopw8803o1u3blixYgXWrl2LZ555Bh9//DGmTJmCrVu34vrrrw/jlhMREVFn4Iydm065sMvPz0dxcTEef/xxpKentzpu4cKF8DwPV155JaZNm9bcn5SUhEWLFiEmJgZLly7Fli1bwrHZRERERBEt7Bd2a9aswSOPPILLL78c06dPb3VcXV0dVqxYAQC45JJLrMcHDhyI8ePHAwCWLVvWMRtLREREEaGpQHEo//z4C3NYoyWqqqpw1VVXoU+fPnjwwQePOnbbtm2oqfmqhOLYsWPVMWPHjkVhYSGKioqC26BDh4ygKVmw0SU1QyvyaMQlAPrdntX537g2h7hMG7vcuJs397a5HG/tJCBj7LSYOxYtpo7iEuPpUkSX5wSbdkzksXQ9Twf1k5+2kPw+kd83cCs+rH2/Wcu1jN/z4xWQT4X1Y3vLLbegpKQEy5YtQ48ePY46tqSkBACQkZGB1NRUdUxOTo4xloiIiPyJdezchO3CbtWqVfjd736H2bNnY8aMGW2Or6ysBAAkJye3OiblyK1VKiq0/NWv1dbWora2trnd1ngiIiKKLLywcxOWGLvy8nLMmTMHvXv3xiOPPBKOpzQsXLgQ6enpzX9NM31EREREfhKWC7sbb7wRO3fuxKOPPupcc67p59fq6upWxzQVKE5LSzvquvLz81FeXt78V1pa6rjlREREFAlY7sRNWH6KXbZsGWJjY/Gb3/wGv/nNb4zHmkqVLFq0CAUFBcjKysKSJUswaNAgAEBZWRkqKyvVOLumC7Smsa2Jj49HfHy8/UBDA9D4dclhWXxYe71l4UctSLVRBLPGKMGtWlHJ2NgkZW0mlyB8l6LF2nqCCZSOhOBql20INulE3txEe66EhLbXLQPcmUxBwQqmILZ2TnC5cY/LZytUn7+OFGyCg/Y5dSk0rK3bpUi81aetXHyfyO8bQP9ekmvSXhL5HWhsdKP1KEWosH0tNzQ0YO3ata0+vmPHDuzYsQMDBw4EAOTm5iIpKQk1NTXYsGEDTj/9dGuZDRs2AADGjBnTMRtNREREEaGp3Emo1+k3YfkptqysDJ7nqX9XXHEFAGDBggXwPA87duwAAMTFxeHss88GACxevNha56effoo333wTADBz5sxw7AYRERFRROuUO0+4mjdvHgKBAJ544gmsXLmyub+mpgZz5szB4cOHMWvWLIwYMaITt5KIiIg6GmPs3ET0hd2YMWNw33334fDhw5g+fTpOP/10XHTRRRg6dCheffVV5Obm4rHHHuvszSQiIiKKCBEQ+n50N910E0aNGoX77rsP77zzDqqrqzFgwADk5+cjPz+/1eLFTuLjjTtPuBwMGT6qhLZagaspX3xhD9q3z+pKSelptF2Ckl2TIOT/SoId4yLYCvYdmYgh1609l3YsZfyFFnAukyeOlFc0yGPCu1OQC5dECe29LN+n2vtWxuW3OBU2097L4UyyCjbpKVgud5pxuWOHy2dZOybW8Va+JyC+T1wSJQAlMULbJtnR8uQWAcForGPnptMv7J588kk8+eSTRx0zdepUTJ06NTwbRERERBGHF3ZuIvqnWCIiIiJy1+kzdkRERERt4Yydm+i+sEtPNwIdZHiDEl7iVMRYhrOk7NxpD1L6MscON5dTNkDGxbgU0NSWc4kxCzYuJtxFi7XYoLbGaMdIi2eSNz7RlpMxdlrBYnlMXJ+fcXfRw7XwsMt7ScbUaTXS5XIZGW0/F/BVaHJ7hTs8yyUOziU2zuVc6nphIF9f7fxu3ZhpQ9vfHVqdaW2T5EsZp4yxNqnlm8KPV0A+Fd0XdkRERNQlsECxG8bYEREREfkEZ+yIiIgo4jU0uIXetHedfsMZOyIiIiKfiO4Zu+xsI6I1a/164+HjlEVkMUjtytgqGLl9uz1I6UsbO9ZoZ2amWWNkULQWXO9StFgGAGtjXP4nE4mJEi5B6C4JDoB9DLTjJmuIauuWgekuzwXY+8JkCv8ItviwpBUflu9JbYxL0W7tveyy3fJ9qn1uwxnb5Jo8IbdJ+7zL5Vw/k/JYWokSANJQYXY4fHdoBYq17yX5bZKkjMmSHTk5X/+7vh7YsEFZKnw4Y+cmui/siIiIqEvghZ0b/hRLRERE5BOcsSMiIqKIx3InbqL7wm7IEKPa5iDx8AFlEXlLZiUExb4B844d9qAtW9rsyx5xijVEFhrVYkBciha7FN7UyDiRYD9koYzNkzE/2rplnxY75FLotbTUHiOPm0v8nuvN1eU2BRPfROHnWmy4JdfPhHxPaveJ37PHbGvviZbhU4BeoFjrk1zOAaF8TwZTfNj1fOdSfNhlf7XXXx7L7GxlQfm9oH1PiO8T7bStfS/J+DklxM/6DsTQoV//u7ZWWYIiUXRf2BEREVGX0NAAxIQ4gIwxdkREREQUsThjR0RERBGPM3ZuOGNHRERE5BPRPWM3ahSQ9HWZxqTTTjMePkEULAaAz0RbC1xtFO2qykprTMr779sLjhhhNNMGDbKGZGWZZZO1wqP//rfdF0zwshbM7bIeLXkgGMEmWLgUWo2xXiUgK8v+f47831ywgepS//52X2Ki3RdM0WjqGlze3wcP2n3y/VZcbI8pLzfbWVblWbtPGxMXa39OGsV8gEsRX1cdlRjhklCmLeeanCZpyVHy+KYd+tIeJL8XlO8J+X1iv0JAhtInT8sDlDHyOxCjR3/97xqtFHJ4ccbOTXRf2BEREVGXwAs7N/wploiIiMgnOGNHREREEY8Fit1E94XdN79pBkNcfLHxcE8l6CnttdeM9ufKamVYhhaZkFJUZHe2LAYJAEqM3ZCpU412VVXbcWEAIMP8tDgRGfPjUrBYE8riw6F6fnlM4hrsnYtTdnjIoAyjfeiQfbxl0ehdu+znl7U9XQrGAnasjmthZRcsZNx+roWH5XvQ5T2pxctqBbG3bjXbWtynvMG8PLUAwJBBIjpLvpEB9Q3XEGvePl57/8n3lvblGWz8nMsY+fxabV2X2ECXz0hqqt2nxStax7vgfXvQhg1mW/mekN8ncco29XPoiz39dHvQjBlmu2WMnfYGpYgU3Rd2RERE1CU0NACBQOjX6TeMsSMiIiLyCc7YERERUcTjjJ0bztgRERER+URUz9jVDRiKurS05nbc+SJSXYmAjRV9A5Yts8Z8KaJytf8Q1CiBykmyILIWgSuiogcNHWMN0Yqayv+VaGO0vlDRiu8GQ/vfVTDJGnEJDtHsALBzp9E8YVCmPQZmMLlS1xq7d5ttLXC7utruy8422+np9hh5bEOZvBJNCRYuiRHBHlulRrlVRFi81QAA27fbfbIAee/e9pixY832CYOUFK6dIutCy8xRdli+d7XzhkxWcJ0VCSZ5wuX5tc+b1udyDpSft1697DFK3ptdbHjdOnuMOHlo3xPykGQoT3Wc9lrOnGm2ZaIEAEyYYDTrMr9OuairqFCeKbw4Y+cmqi/siIiIqGvghZ0b/hRLRERE5BO8sCMiIqKI11SgOJR/nVmg+Msvv8Sf/vQnXHLJJRg2bBgSEhKQlJSEESNG4Mc//jF27NgR1Hp5YUdEREQUZnPnzsUVV1yBp59+GklJSTj33HNx+umn48CBA3jkkUcwcuRIrF69ut3rjeoYu3/9S1b2N2tzjzjnQmuZJFnSXQlSPe6vfzXa+5QoXa2Gd8KmTUY7xiF5Ii0jwxoyaNAQq88lmFkGyndkMoUWqO5SrT/Y4HX5v7LYWLtee5K8zQNgV1tX/gd1gnidEib1tMa8+67Z1u5OsWWL3Sdjp/v3t8fI4Hktblrrc+F6p4WWIiHhIpjtdqF9blwC8/futcfI98CePW7rloH548bZY4ZkHDA7digrl28K5f1f02B/TuRHIlR3kHBdLpi7SgSbKKG9j+QpV0uUSNv3id0pkyWULKtG8R2gfU/IVyRT+3CLuygBAC691GjWnDbZGmKdg1q8bSLhxhMdEQ/XmTF2PXv2xP/+7/9izpw56N/i5F5VVYVrrrkGS5YswezZs7F9+3b06NHDeb2csSMiIiIKs4cffhj/8z//Y1zUAUBKSgoWLVqE1NRUHDhwACtWrGjXeqN6xo6IiIi6Br/N2B1NUlIScnNzsWHDBpRqN40+Cs7YEREREUWQ+vr65uSJvn37tmvZqJ6x+/xzIKlFbVkZPiXrSQLApElmXMKQS+0xMhgh89lnrSH7rB6gTLR7apVuZYCHEmPX5yw7VqZ20HFGW/tfiozn0mKlOjLuLlRcihgrdT/RkJJk9aXJmEotEEq8cYZk2sEoGWcMMNrae0srUOvymsjCxspbQgufskKstPjFbt3MtkvsWkfFt4WaPJZadpx8L2mxWlrskXzdtBg7+bppr9GIEXbf6NFmu2fVZ/agHeIMo61cvLcrGuz3v7Zv8hi4zHgEG2Onvd+DKT7set6S713tsyRj6voEvrQHacWHHWLsykRbm3mxSqR/73v2oEvtL6ZPBpnfXWuW2IvJ17vlvtYoNa7DLZpm7BYtWoR9+/YhMTER06ZNa9eyUX1hR0RERFQh7qwRHx+P+Pj4TtmWTZs24dZbbwUA3HHHHejTp0+7lueFHREREUW8jqg517TOnJwco//OO+/EXXfd1epyt912G1588cV2P98f/vAHTBC3bmtp586d+N73voeqqiqce+65mDdvXrufgxd2REREFPEaGgDPC+06my7sSktLkdbi3vFtzdZ9/vnn2Lp1a7ufr+oodWP27NmDKVOm4NNPP8V3v/tdPPPMMwgEcQ81XtgRERFRVEtLSzMu7Nry1FNP4amnngrZ83/55ZeYPHkytm3bhqlTp+KFF14I+qfgqL6w27/fDAj96CPzca3wpQyKPv98u8jjgNli0D47VSLttdesvgrZrqy0lyssNDu0oGilb8DUqUa7YZD9BpbJI1qCQUcWMZbT7K5FdWXwq5YE4FL4VAvCbsgwj1PPbGXlMqFCOXA9xRNOmmQXkdYKFMuECpfgfdd9k28T7XiHqmi0TMIIJZefZ4IthiuPm/afbZcEg8REe4ysN5qdbY/Rkididojit9oGyKh/pdj5gUNmsoSaUOSY9BCqMS6JGZ1dfHhAhjhTFyiJEmvW2H3i3K2d3xtFW73MOP10sz17tjXks6H299ILz5ntzZvtVcvriJbniEhInOvIGbvOtHfvXkyePBkfffQRpkyZghdffBEJwVaVB8udEBEREXWKffv2YfLkyfjnP/+JKVOmYPny5UjU/ifYDlE9Y0dERERdg99m7A4cOIApU6Zg8+bNmDp1Kl588cVjvqgDeGFHREREFHZXX301PvzwQwQCAfTs2RM/+MEP1HEzZszAjBkznNcb1Rd2DQ1mDEd5ufm4cr93K1xOiy+6+urzjHaSEmMXp8TFpIg7xWu5MzUinitJidVzCZYaMmmSsnYzokPb/44sYiw3W4ud0WK1gimI61LEGLBf7/p0u4hrHxmIoxUxFq93zJ7PrSEnDLVKj6JXL/OW31980eaqnQtuytfJ5Zi4xNi5xNy1Z1xLrvsWzE3oXW44r9E+bjJ+UQuFlaWp+vSoswftUUqZyw2VRbQBK6bui7121I083wUbT6dxKTQcbEHoYIoPu8TTAXZM3ZBMGfkMO36uoMAeo5yX5blbebUh3yZx48bZg0RMXc1Z51lDXviDvZjcbOVrydr/lq9HJBTy9eOMHQB4nodnnnmm1XGDBg3ihR0RERFRJFujJdmEAC/siIiIKOIdPhz6GbtGmYrsA7ywIyIioojX0ADEhLiWhx8v7FjuhIiIiMgnonrGLjb26AHcWuBucbG9DkkGSl+Vl2cPUqqBJoiClQ1Kxdoa0Y5RMhwStGBeuaFKFsKQiRNFT2iKGANuAc4yOFcLSj+Gmo0GlyLGrfVJhw+b/z/KyOhnjUnKEK+cY6XbPr0zjHZiov1/MfkaaKsOVWB8qIrTAh2bPBGq5WTQvVaJwOUcoAXqp6WIqYIy5YXTVi4qGdfATugpE/k7LkWUXbkcS3kO0ALUXRIjtOcKJlnCJVECUJIlZEF4wE6WUM63h5Tzsjx3a6eyBFmR+vzz7UHi+2SJcvMDLXRLfne5VNVo+fYL5vMaapyxc8MZOyIiIiKfiIBrcCIiIqKj44ydG87YEREREfkEZ+yIiIgo4h0+HPoZtlCXT4kEUX1hl5T01V8TWcBdqxYvA9U/+sgeIwP8k5PjrDEXaQkVIsI55c9/tseIoFzt7hRWlCyABO2WDZKIcNbuThEb2/bdKbSK5jKYWguADuYOEl9tk9nWArVddt9l3VrAt8sdDFJSzAD3jEw74D2mQatFb9KSR2RguBbkHOx2d6RwPp9L4Hewd9VwufOEU9KPcsJpjLXPHS7JMsHcjcT19XBJjHB5b7kkT7jc+UM7b8hzuZYoMSAjyLtKrF5tNA8p51vtvCzfAinaRl1wgdlWvieeXma+J7RN1L6XamvNdu/e9hh53JKTv/53IGCPp8gU1Rd2RERE1DU0NIT+ApMzdkRERESdgBd2bpg8QUREROQTUT1jl5FhxhBkZZmPyzZgx65o8WSbN5ttLb4mNfU4q2/61VebHUpgSspf/2p2KEFuatydKHacEGRgzIAJE4x27FB7P7Q4JHmctBg7l3gaLVZHHl/XOChJi9UJJg7MpUCwFl+UkmLHUwVTFNS1iLNLHFSo4uA6Mp4uVIVTQxljJ+nHNka07dffpbBwR8ZPap9JeepweX6XMa09nyQL68q4MMCOqesX+6U9qGCd0udQfFjE1LnE0wFKTN3FF9uDxHfAyxvs8+srr5ht+X0DANXVdp88Ttr3m+zr0ePrf8fZb8+w44ydG87YEREREflEVM/YERERUdfAGTs3nLEjIiIi8gnO2BEREVEX0AjPC/U9wPx3T7GovrBLTzeTJ7KzzcddApe1AGBZQPT99+0xeqD2AKN95vXX24MEK5kCcEuo0IoYy8hlh8qn/UQyBQAkjBjS5ibt2WOvurLSbGuB1FqffA20YHaXMS6FjYNNsHB532h98fFtP7/kEoAOhC7pwGX/Q/VcwQpVgWJNsEk/cjlZQBYIPjHC5TUJptCwtk0uY1zfk1Jqqt0nA/y1Or89yz4xO9Y5JEoAQGGh0TzkcC51SpQA7GQJ5fy+aov5HfDCC/Zq5PeJ/L4B7KLlgP39NnRo22PS07/+d2d/hskdXyoiIiLqAg4f+Qv1Ov2FF3ZERETUBfDCzgWTJ4iIiIh8Iqpn7FJSzPtuy/iCYG9SLfu0IsYbNjhs4PkDrC4r7k4JfEhZssTqixExdTXK0zWIeJIUrcqljLtTAjx6Tppk9WWM/qbRFvWSAdhxd1rsiGvcnSQPk0uhY205lzi8YLnEUwUbB6YJVdFgl+fvCgWKNS7HX3tPyD6XODjXWDmX5YKJn3OJlQv2+TVavKiMDdOK6I4YYbZjNn9oD1qz5uhtQI27q9q712jX2UshSbaHDbMHzZ5t94niwzKeDgCee85sa98T8vukZZx4k/797T4ZU6eFAcrvwJYxjqEuMxIczti54IwdERERkU9E9YwdERERdRWNCH15Ev+VO+GMHREREZFPcMaOiIiIugDG2LmI6gu7+HgzYF4G7spAUiC4IHClxqWaGCADZdVg5hlmwO25N9xgD5JVbQEkiajcWKVqsiy8WSECiQEg7e9/Nzu0HVH6YkTE7wljx1pjMjLSjLbrcQumsLFroWGZUOGSvBBsoWOXdQebPBHOBIeOTJRwfb5gEipc1hNsMeBQJk+EKjFC9rkkSmjP70IrNKwV0ZUB/f1SKuxBa8SJUis+LJMl3nrLGlKh7LDc3RRrBBA3erTZcf759qBrrrG6Xlx/nNEOtviwTJbQkiC+8Q27TyZPaN9v8jVpef4Ltsg0hV9UX9gRERFRV9GI0M+w+S/Gjhd2RERE1AXwp1gXTJ4gIiIi8omwzdjV19fj9ddfx8qVK7FmzRoUFxejuroavXr1wimnnILrrrsOZ599dqvLFxQU4P7778c777yD6upqDBw4ELNmzUJ+fj5SUrRIiLYlJBw9xq4j7dpl98l4Cq04pYx5OXjwOGvMRbfeai8odi5u6VJrSM/XXjO3x14LykRcSppYBrDj6QDY1Yd377aG9Bs3zmhnjB5ujdHi7oIpbKzFE2mFhl0K1HZUHB5gx+IFG4cX7ri3ztbZ8YLBxLhpMUzhjJ9zfX6XeFGXQsNabFjSzm1mx2vv2oPeeMNsKzF2jZs2GW0lUk/VU3acfro9aNYss63E0z29LM7qW7HCbCthzlb9d+2rTRYfdomnA+zjrb0mkR9jxxk7F2GbsVu7di2mTp2KX/3qV9i5cycmTJiA8847D71798by5ctxzjnn4LrrroPnedayDzzwAM444wysXLkSJ554Ir73ve+hvLwc99xzD8aOHYt92oUEERERUZQJ24VdTEwMZs2ahddffx27d+/GSy+9hKeffhqbNm3CkiVL0K1bNzz++OP485//bCxXVFSEm2++Gd26dcOKFSuwdu1aPPPMM/j4448xZcoUbN26FdfL22wRERGRzzR20J+/hO3CbvLkyXjuuecwceJE67GLLroIeXl5AIA//elPxmMLFy6E53m48sorMW3atOb+pKQkLFq0CDExMVi6dCm2aDcfJSIiIooiEZM8cfLJJwMASktLm/vq6uqw4khgwiWXXGItM3DgQIwfPx4AsGzZsjBsJREREXWOwx305y8RU+6kuLgYANC3b9/mvm3btqGmpgYAMFYpaNvUX1hYiKKionY/Z7duZiCwDDrXAle1gNNgaAHHMjFABtICdsCtFhRdXm4H7s6+7EdGO63FcW6WmWk0M1autIZUiGrAZfZakCAClwEgSWY47NxpLygOQNK3vmUN0Qob9+rVdmHj8nKzrR1bLThYHt9gEyxcEhxkEgZgB68Hm2ChCaaIb7RzTaYIJjFBLUjukPQQqsQM7b2lvSfleTE93R4jA/X7JCrpC+uV7DBZSPjtt5Xl1hvNGqWQujxs2ls9TauafNZZZnv2bGtIxdTzjPaSJ+3VFBTYffJHJe0cJI+tlmAiEyNcEiUA+7tL+36T54SW7wnt/UGRKSJO7Xv27MGTTz4JAJjVIuOopKQEAJCRkYFU7UMIICcnxxhLREREfsSsWBedfmHX0NCASy+9FOXl5Rg1ahSuu+665scqj8wOJct7qLTQVOqkoqL1hPba2lrU1tY2t482loiIiCIRL+xcdHqM3fXXX49XX30VvXr1wnPPPYe4OPtnxGO1cOFCpKenN/81zfIRERER+UmnXtj95Cc/waJFi9CjRw+sXr0aw4ebBWmbfn6trq5udR1VRwIV0tLSWh2Tn5+P8vLy5r+WCRpERETUFTTdKzaUf/4rd9JpP8XefPPNePjhh5GRkYFVq1Y1Z8W2NOhIBGhZWRkqKyvVOLumi7RBWrToEfHx8YiPj29zm2TgqBY4LGnJFC6B8i59WhKAvKuCkqcAkd8AAPj3v832zJnnWWOG3yh2Rtm5tOXLjfYhZSNr7KdHnQhwzhDrAWDv8Keftj0GQB+RUNFn3EhrzGc7zf/DaLkb2h0rZPC6FszuEoQuackzWhB8MO8lbUyw2xTtXKrth+ruEK7JE8FukyTPb9r5TrsbT3a22R6QrXwxbt5strXb6IgkCLVPOcGVibb2tZwk2gna98P3vmf3iWSJbZnftoYs+63ZXrPGXo127m4RDQRAP7ZyM7XECNmn7ZrIgwNgJ0torzcTqvyhU2bsbrvtNtx///1IT0/HqlWrWs14zc3NRVLSVx/RDdqJoUX/mDFjOmZjiYiIKAKwQLGLsF/YzZs3D7/85S+Rnp6O1atXY5y4P2hLcXFxzfePXbx4sfX4p59+ijfffBMAMHPmzI7ZYCIiIqIuIqwXdvPnz8e9996LjIyMNi/qmsybNw+BQABPPPEEVraoq1ZTU4M5c+bg8OHDmDVrFkaMGNGRm05ERESdigWKXQQ8z/PC8UQvvvgivv/97wP4qqjwiSeeqI7LzMzEr371K6PvgQcewNy5cxEIBPCd73wHxx13HAoLC7F7927k5uZi3bp1yNSCClpRUVGB9PR0FBeXIzW19aSLYGNnZKzWvn32GC3Ga/v2o7cBO3ZDiwvTyHC5006zx8janJNHfmkPeuops/3CC/YYJXamTAQGaXVeZVxMkhaEosRiQv6Ur/20P3q00WwcOtwaosXFyLrKLnF4LsVgNcEWH3aJiwk2Ni+Y5+oqXIoNBxMr5/pcwRQR1ri8b1zi57R4YS1+K2b7NrNDVk0H7Jg6LZRGKSpfIz5gWryufAtmaMGh8gQ3Y4Y95tJLra5/bD7OaCs12q3TmzxHtEYe72CLD8sYR+2rTzt1HmssbmVlBYYNS0d5eflRkxU7QtN3NvAWAKWy8jGpAvCtTtmvjhK20/SBAwea/71hw4ZWY+YGDhxoXdjddNNNGDVqFO677z688847qK6uxoABA5Cfn4/8/PxWixcTERGRX7COnYuwXdjl5eUhLy8v6OWnTp2KqVOnhm6DiIiIqAvhhZ2LTi9QTERERESh4aOIGSIiIvIvzti54IXdUWiBpLJPC0CVgavBFijWAp5ln0vAP2Ana2hFNeVyO6ceZ42ZcfVco52Wm2uv6G9/s7oyVq822lph4yrRPqRkKqS89prVF/fRR2aHLI4KWMkTMaINAEO0vtPM6GVZ6Biwk2O0BIsqsXMHD9pjtED5YIPnJS2+PFTJEl0hoSLYBAeXMaEqGKzRXtvERLMtC88C9jlIC7C3Cgtr2VrPvW/3yWQJLXlCJEbUKScl+XkH7IpiWpi8VWz4jDPsQUcS9ZpUTDzbGqLlfRUUmO0tW+wx8vOuvf9dElG0xAg5RiZKAPZrqb3+2neHy3mC/KELnJKJiIiIPIS+oHBYCoOEFWPsiIiIiHyCM3ZERETUBTDGzgUv7I6RFregxTe4kLEa8fH2GNmXnOz2/DLERSua/O67ZnvvXnuMDI377nft2JVT54+yFxw50tzGl16yhiSIyp8VlZXWmAp7zYgRO5fy979bY+JkMdRRyjYqMXY46SSjOeAb37CGDBDBMgca7CKXLoWOZRweYBc/do3NC2aMJpi4HC2eL9xc4t6kYI+RC5dYOe1z6xI/p8Vz9YwVnxQtfq5QxKZ+8IE9Rouf27TJaLrEz2k/nsUpfWmyJqlWSf2cc8y2Unz47d0DjPYrD9qreestu0+e32pr7THyNdGO//HH230yfk4rUNy3r9nWCg3L52c8HUm8sCMiIqIugDN2LnhhR0RERF0AL+xcMHmCiIiIyCc4Y0dERERdAGfsXPDCrgPIwFUtuNWlQLE2RgZcy1jj1vpk7LQsWAzYAf0ff2yPKS8321qB5H9OGGD1nX3Rj412n7Fj7QVFxdA0rYqyzPAAUNZGGwBiRYB3khLwnaAFio8YcfQ2YCWG9FTG9JTVSMfalUcPVNnh5DLJ5d//tp++utpsy4SL1vo6qrBuRyYhdKRgCz27FBLXkpx69DDbWhHhnil1dqf88G5QEiNkZV2taLcco1TjPaRkUNWItlbXWb6TeypjMG6c3TdpktlWEiO+OP7bRnvFCns169aZbZdCwxrtNZFFg10KDWvLaeuWyRJa8oz8XmCiBEm8sCMiIqIuoBGhL1Ac6vV1PsbYEREREfkEZ+yIiIioC2CMnQte2IWBawyEjKfQYuxk7I5LfI+2bq3wpYyX273bHiND07SYLy1+T8a4TJr0bWvMWT83+2JeetFe0cqVVleGCKhpFAVUATvuTit0XKXEEyWIvhRRRBmAXY102DB7jAzE0eLwlMCcnjIw5xt2bF5dglkQWYsd0oofyz6X2LwGJaBK6wtmTLC0z4nLGNnn8lnSYp60Phk/FXdIecdZsXLKB0cLYpUfJq34cHGx2VYCZqtEkKXy8qs/UslDqYSKIUYWAJ8wwR501ln2851zrtFWPu5Yc5/Z1kJjS0vNtlZoWCsALwsEa7Fysk9+RFvrk+8J7X0j32/a+5YxddQWXtgRERFRF9CI0M+wMcaOiIiIiDpAVVUVhgwZgkAggEAggJ3aT2Bt4IwdERERdQH+j7G79dZbsUMLwWgHztgRERFRF9DYQX+RYfXq1Xjsscfwox/96JjWE/A8zwvRNnUZFRUVSE9PR3FxOVJT09peIExkYVeXQHUtKF4WGgbsRIhdu+wxcsZX+0+DHKM9l7bdMllDC0oePdpsy1qlAPCfY2V5VNgR1gUF9hhZsdQhwQLQA8olWYw1SRmTIKOitQMweLDdJ8dpy2VlmW2XyG2tT8moaUww98YlwUIbE+7kiWCSjGIOKe8t+QbXMlO0PvlBUQpiWx8w7QNXUtLmcoeUAy73RClzbFEOETK0gS6JEVOnmm0lUeL1DfYnRdYk1xIj5GHSzkHyPaEli2kfE5fEiP79zbZMuGjt+VyS4yK5+HBlZQWGDUtHeXk50tLC+73Z9J0N/AX6GfZY1AD4r07Zr5YqKiowcuRIxMbGYtOmTUg58oYpLS1FtvZGPAr+FEtERERdgH9/ir3xxhuxc+dOFBQUIFm7VU078KdYIiIiok6yYsUKPPHEE7jmmmswefLkY14fZ+yIiIioC/DfjN2///1vXHPNNcjJycEvf/nLkKyTF3ZEREQU1SoqzCLi8fHxiNeqWIfYDTfcgN27d+Pvf/97yGL8eGEXQWSgrBY4K4NrXQJwAbvKemqqPUYG/GoBwLJPK7GjxYnLAOfNm+0xcl3amLf+ww6cnTjxPKP97QfPsRdcvdpsr11rDckoLLSX++c/jWZVZaU1RAaqH7DXYmUUxMm7BwBIUPrk3sb07m2vWyZPyHZrfTJ5olcva0iMeMGTlDdFUmKi2aGV1Hd9o7bF9dYXMqvo4EF7jHxTalH4+/ebbS1RQnvDyz5lTKO4q4mSuqEm77gkQsgjq7wiSJEngRNPtAdNnGj3fec7ZvuMM6whb24wU4oKH7FX8957dp9LYoR8ubW3m0s+kZaHJMdpHxv5MdHOpS4fgUhKjOg6Om7GLicnx+i98847cdddd7W61G233YYXX1TujtSGP/zhD5hwJOHo+eefx+LFi3HllVfiLCXBKFi8sCMiIqKoVlpaasyYtTVb9/nnn2Pr1q3tfp6qI//p3LdvH37wgx+gX79+uP/++9u9nqPhhR0RERF1AR13S7G0tLR2/RT61FNP4amnngr6WdetW4cvv/wS2dnZmDFjRqvjLrjgAsTHxyMvLw95eXlO6+aFHREREXUBHVFQuHMLFO/cufOotw1bv349AGCSVti1FSxQHEEFioMhixoDesiRSxFZl1qs8v2nvR9d+kR4EQCgttZsayFYWtyfjJUZOdIec9ppZlurqZq0+R27UxY2PvIhM4gqqo3FxdaQCtHWYqe0Gr7ylKP9T0z2yYLJgF581upzCbzU6ivJ5bRqwC4xdtoY+WZ2jbGTb3AlNhLV1WZbC+gSy2mvm0scnPbayj6t9pT2esujq53BYoYNMztk9W/A6UNRM/IUq8/lIyHjY7Xayy7xc9qvYTLMVIufk30uYwCnmt1Oxa+1t3JXj6mLjALFjwFIbGt4Ox0EcH2nFyiWAoEAABYoJiIiIt/yX7mTjsACxUREREQ+wRk7IiIi6gI4Y+eCF3ZEREREEeRY0h94YdfFaQG5oSpsrAUuy8KbMtgYUOvcWuO0mq4yweLf/7bHaAkdsm/7dnvMhg1mu6DAHjN6tB0oPvYcs294nlJ++K23jGbM229bQzJEggWUYsRahHlVfb3R1orYykB9bYyLGCXBQPZpsRuyz2VMa31t0fLXXPpCNcaVS0KLDNNO6d7dHqRV0R0xwmxriRGnnmq2v/Uta8i2fT2NtvyMAMD7z9l98q2rJUtpiRGSdn6R5wktZlwWDe7f3x4jas2q56n0dLvPJQ9I9nX1pIiuhTN2LhhjR0REROQTnLEjIiKiLoAzdi54YUdERERdgP8KFHcEXthFCRkH4lJUUxsjY1C0m11rRT379jXbWlyOjJ3RxmixeTIWT4vvkX1KDWE1xmjlSrM9YkRPa8zIkWcb7dFXn22NGZDwpdkhY+4Au6orgBTRl6IFEMrYPOUgHRKxeoBdWFe7ubxLoV2XWDVNMKdT19iRYOL+tCLOMjZOLfSsxcbJN7MWKzd0qNnWKmtrfSKm7rNDx1lD5Ntr82P2alxi5XbvtvtkIXGNjJ/r0cMeIw8RYMfUuYzR4ufkOcil0DDgFovMmDqKdLywIyIioi6g4+4V6ydMniAiIiLyCc7YERERURfA5AkXnLEjIiIi8gnO2EUpl8LGLkWMtTEuCRVaMLMMlNYCp7XkCdmnjZHJE1VV9hiXvAQt50Fup1ZUddAgM8A9N/dMa8w3ptp9I24w23E7P7FXLjdcyQxJ2LXL7pPR8tqB27vXbGuZKdXVZvuQTMtopU9J6GiTlqjgUkU2OdkeI9+EvXvbY1xeXK1C7rBhZlsmSgCoyx5itLWa1R99ZPdtFYkQSl1rKxFCe2nlZ6BByYxx+XwH+1l26dMSI2Sfdr6RL79LogTAxIjIxxk7F5yxIyIiIvIJztgRERFRF8AZOxe8sCMiIqIugBd2LnhhR61yiTdxiW/R+lzi8LT4Gi3ESRZR/eILe8y+fWbbJQ5P63MZo8XqucQlafvbp4/ZzskZYo0ZNMjsyx5lx+plT7PXLY9lXNUBe5A8cLIN2BWiZcwdoMfYaUFdbdECo7Q3nIyp0yrkygOuvAB1KWZBaq2Ir0vfDqX4dWmp2XZ53wJu8aIuh1YeNpdCv4BbHJx838oC5a2tO5jCwq7xcxLj6civeGFHREREXQBvKeaCyRNEREREPsEZOyIiIuoCeEsxF5yxIyIiIvIJzthRuwQbcCyTB1wSLLTAaS1QXAZv5+TYY1xyAGQtXsAOaHdJntC2UY7Rnl8rNCuDwOPj7TEyL8AlMUXry8joqYzpKdrDrTHy+bRtTFSe3yXAXdKSAg4etPtq95vtqk/tMcEkxriMAez3gMwvAYDaWrOt7ZtL0WDts+SShCD7ZMIDoNdsdsg5cXr+UBYWlpgY4VfMinXBGTsiIiIin+CMHREREXUBnLFzwQs7IiIi6gJY7sQFf4olIiIi8gnO2FHIhTPBQluuVy97jKyW7xoELxMqysvtMS6JGS4JFpWVdp8MsNeeX+tzIYPQtaB0mQjRvXtw63Hta4trgoHs08bU15tteaxd1xMs+V6WN8sAgNRUuy+Yu5hoCQ7p6WZbS5RwSbrQtjsx0Wy7fpaZGEFHx59iXXDGjoiIiMgnOGNHREREXQBn7Fxwxo6IiIjIJzhjR50iVHF4gB2ro42RsUpa7NChQ3ZfdrbZ1grNVleb7VAWunWJzZN92n5ofS7xY3K5UMaYdbZgYgNdY8Vc3pMusXJuhaXbHqPFwbkUtnbZN5dYOdd4SsbP0dFxxs4FZ+yIiIiIfIIzdkRERNQFNCL0M2z+q2PHCzsiIiLqAlig2AV/iiUiIiLyCc7YUcRyDaSW47RAbRng7ZIoANhB6FqhV7mcS4KDyxjALlosEzWOZd1yuw8etMfIor3BFgPuyKQLl6QHlzGyGDPgVmjXJTFCGyMTGlyKEbuuO5hi3y6fm9bGSUyCoI7B5AkXnLEjIiIi8gnO2BEREVEXwBk7F5yxIyIiIvIJztiR74Sy+LGMDXMZ41IM2CWeTVuXtu5gCxS7rNulQHGwMXb19XZfW7p3t/tCFWMXbDHeYAsUu6zbJe7PJTbOJS6ORYQp8nHGzgVn7IiIiIh8gjN2RERE1AVwxs4FL+yIiIioC+CdJ1x0qZ9in332WUyaNAk9evRAcnIyTjrpJPziF79AfTDBOkREREQ+02Vm7G688UY89NBDiI2NxeTJk5GSkoJ//OMf+OlPf4rly5dj1apVSJRRxUStCLb48WHlP4suQfjBJGFofS5jXJI3gl0u2CQI7biFistr6ZJ0EWwSQqiWc123y3IumARBXQ9vKeaiS8zYvfDCC3jooYeQkpKCt99+G6+88gqWLl2K4uJijBo1CuvWrcMdd9zR2ZtJRERE1Km6xIXdPffcAwCYN28exowZ09yfmZmJ3/zmNwCARx99FOXl5Z2yfURERNTRDnfQn79E/IXdrl278O677wIALrnkEuvxCRMmICcnB7W1tXj55ZfDvXlEREREESPiY+yKiooAAD179sTgwYPVMWPHjkVpaSmKiopw8cUXh3PzKMoEG5cklws2LkqLcXMZE+xywYwJ5XIugj2WoSra6xobF8wYDWPjKHodRujnozhjF3YlJSUAgAEDBrQ6JicnxxhLREREFI0ifsausrISAJCcnNzqmJQjKYYVFRXq47W1tahtcb+m1sYRERFRpOKMnYuIn7ELhYULFyI9Pb35r2mGj4iIiLqKxg7685eIn7FLTU0FAFRXV7c6purIXdDT0tLUx/Pz8zF37tzmdnl5OQYMGIDKSs7cUecItq5bsHFwLs/HGLvgxmgxb4yxI79p+r70PK8Tt6IjTiQdeHLqJBF/YTdo0CAAQGlpaatjmh5rGivFx8cjPj6+ud30U+yYMZy5IyIiclVZWYn09PSwPmdcXByysrKwZ09Bh6w/KysLcXFxHbLuzhDxF3Ynn3wyAGD//v0oKSlRM2M3bNgAAEaNu6Pp168fSktLkZqaisrKSuTk5KC0tLTVGT8KjYqKCh7rMOLxDh8e6/Di8Q6fpmP92WefIRAIoF+/fmHfhoSEBJSUlKCurq5D1h8XF4cE7ZZBXVTEX9hlZ2dj3LhxePfdd7F48WLcfvvtxuPr1q1DaWkp4uPjMX36dKd1xsTEIDs7GwAQCAQAfPUzLk8Q4cFjHV483uHDYx1ePN7hk56e3qnHOiEhwVcXXx2pSyRP/OxnPwMA/PznP8fGjRub+/fv348f/vCHAIAbbrgh7NPDRERERJGkS1zYzZgxAz/+8Y9RVVWF0047DdOmTcP555+PoUOHYtOmTRg/fjwWLFjQ2ZtJRERE1Km6xIUdADz00EN4+umn8a1vfQtvvvkmXn75ZWRnZ+PnP/85/vGPfyAxMTGo9cbHx+POO+80kiuoY/BYhxePd/jwWIcXj3f48Fh3PQGvc3OXiYiIiChEusyMHREREREdHS/siIiIiHyCF3ZEREREPhG1F3bPPvssJk2ahB49eiA5ORknnXQSfvGLX6C+vr6zN61Lqa+vx6uvvopbb70V48aNQ0ZGBrp3746srCyce+65WLFixVGXLygowPTp05GZmYnExESMGDECt99+e/Nt4ujobrvtNgQCAQQCAdx9992tjuNxDl5dXR0efvhhTJgwAT179kRCQgKys7Mxbdo0PP300+oyPN7B+eyzz3DDDTcgNzcXiYmJSEhIwODBg3HFFVfggw8+aHU5Hm/b1q1b8cgjjyAvLw+jRo1CbGxsm+eJJsEez+3btyMvLw/Z2dmIj49HdnY28vLy8Mknn4Rqt8iFF4V+8pOfeAC82NhY78wzz/TOO+88LyMjwwPgTZgwwaupqensTewyVq9e7QHwAHhZWVne2Wef7V144YXeyJEjm/uvvfZar7Gx0Vr2/vvv9wB4gUDA+8///E/vggsu8LKysjwAXm5urrd3795O2KOu44033vBiYmK8QCDgAfAWLFigjuNxDl5paal3wgkneAC8zMxM75xzzvEuuugi79vf/raXlJTkzZo1y1qGxzs469ev91JTUz0AXv/+/b1zzz3Xmzlzpjd48ODm8/UzzzxjLcfjrWv6npN/rZ0nmgR7PNetW+clJSV5ALwTTzzRu+iii7wTTzzRA+AlJyd7b731VkfsJimi7sJu2bJlHgAvJSXFe++995r79+7d640aNcoD4N18882duIVdy6uvvurNmjXLe/31163HlixZ4nXr1s0D4P2///f/jMc2btzoBQIBr1u3bt7LL7/c3F9dXe1NmTLFA6B+adJXqqurvWHDhnn9+/f3ZsyY0eoJm8c5eDU1Nd6IESM8AN5dd93l1dXVGY9XV1d7RUVFRh+Pd/C++c1vNv9HsOWxPnz4sDd//nwPgJeRkeEdPHiw+TEe79b9/ve/92655RbvL3/5i/fRRx95l112WZsXdsEez+rqaq9fv34eAC8/P994LD8/3wPg5eTkcNIkTKLuwm7cuHEeAO/uu++2HissLPQAePHx8V5ZWVknbJ3/zJkzxwPgTZkyxei/4IILPADe1VdfbS2zY8cOLyYmxgPgffTRR+Ha1C7lxz/+sQfAW7FihXfFFVe0esLmcQ7eHXfc0Xyh4YrHOzj79u1rnlH68ssvrccbGhq8xMRED4C3cePG5n4eb3dHO080CfZ4/vrXv/YAeMOHD/cOHz5sPHb48GFv+PDhHgDvscceC83O0FFFVYzdrl278O677wIALrnkEuvxCRMmICcnB7W1tXj55ZfDvXm+dPLJJwMASktLm/vq6uqaY++012HgwIEYP348AGDZsmVh2MquZc2aNXjkkUdw+eWXH/X+yDzOwauvr8dvf/tbAMCtt97qtAyPd/DaU/w2MzMTAI93qB3L8Wxqz549GzEx5mVFTEwMLrroIgDA888/H/LtJltUXdgVFRUBAHr27InBgwerY8aOHWuMpWNTXFwMAOjbt29z37Zt21BTUwPg6+Mt8XXQVVVV4aqrrkKfPn3w4IMPHnUsj3PwNm7ciH379qFfv37Nty783//9X1x33XWYN28eVqxYgcbGRmMZHu/gpaSkYOLEiQCA+fPnG0lsjY2NuOuuu3Dw4EFMmzYNOTk5AHi8Q+1YjmdTm69DZIjt7A0Ip5KSEgDAgAEDWh3TdNJoGkvB27NnD5588kkAwKxZs5r7m45tRkYGUlNT1WX5OuhuueUWlJSUYNmyZejRo8dRx/I4B+/DDz8EAGRnZ2PevHn4xS9+Aa/FTXruvfdenHzyyXjhhReazyc83sfm97//PaZPn47HH38cK1aswNixY9GtWzcUFRVh165duOyyy/Doo482j+fxDq1gj2dlZSX2798PoPXv1qbl9u7di+rqaiQnJ4dsu8kWVTN2lZWVAHDUN1VKSgoAoKKiIizb5FcNDQ249NJLUV5ejlGjRuG6665rfoyvQ3BWrVqF3/3ud5g9ezZmzJjR5nge5+A1fVEVFRXh3nvvxQ9/+ENs3boV5eXlWL16NYYPH46ioiKcffbZzbNLPN7HJjc3F2+99RbOPPNM7Nq1C3/729/w/PPPo6SkBEOHDsWkSZOQlpbWPJ7HO7SCPZ5Nyx1t2abl5LLUMaLqwo7C5/rrr8err76KXr164bnnnkNcXFxnb1KXVl5ejjlz5qB379545JFHOntzfK9pdq6+vh4XX3wxHn30UQwfPhxpaWmYOnUqVq9ejYSEBGzevBlLlizp5K31hzfeeAOjRo3C5s2bsXjxYuzZswcHDhzA8uXLUV9fjzlz5mDOnDmdvZlEES+qLuyapperq6tbHdNUgLHl/wypfX7yk59g0aJF6NGjR/PsRkt8HdrvxhtvxM6dO/Hoo482B4+3hcc5eC1/imo529xkwIABOPvsswF8Vcy15TI83u1XVlaGmTNnYu/evXj++edx8cUXo0+fPujRowfOOeccrFy5EklJSfjjH/+I1157DQCPd6gFezxbflZaW7ZlYWO+Fh0vqi7sBg0aBMDM0JSaHmsaS+1z88034+GHH0ZGRgZWrVrVnBXbUtOxLSsrM6bxW+LrYFq2bBliY2Pxm9/8BpMmTTL+Vq5cCQBYtGgRJk2ahNmzZwPgcT4WQ4YMUf+tjdm9ezcAHu9jsWLFCuzduxdDhgzBqaeeaj3esr/pQprHO7SCPZ6pqano2bMngK/uHHK05TIzMxlfFwZRdWHXdJGxf//+VoNpN2zYAAAYM2ZM2LbLL2677Tbcf//9SE9Px6pVq1rNkMrNzUVSUhKAr4+3xNfB1tDQgLVr11p/X3zxBQBgx44dWLt2LdavXw+Ax/lYjBkzBoFAAACwb98+dUxTf1P8EI938JouCI42m5Oeng4AOHDgAAAe71A7luPZ1ObrEBmi6sIuOzsb48aNAwAsXrzYenzdunUoLS1FfHz8UeuDkW3evHn45S9/ifT0dKxevbr5OGvi4uKaf8bSXodPP/0Ub775JgBg5syZHbPBXUxZWRm8rwqKW39XXHEFAGDBggXwPA87duwAwON8LLKysjBhwgQAX88QtVRfX4+1a9cCAE455RQAPN7Hon///gCALVu2oLy83Hq8vr4eGzduBIDmUlU83qF1LMezqb1kyRKrDFBjY2PzPZXPO++8kG83KTqtNHInae2WYvv27eMtxYJ0++23N9/u55133nFa5r333mu+dc3f//735n7eCqj9jlZRnsc5eAUFBR4Ar0ePHsZ9Luvr673//u//9gB4qamp3p49e5of4/EOzpdffuklJyd7ALwLLrjAq6ysbH6strbW+9GPfuQB8Lp37+59/PHHzY/xeLtzufNEsMez5S3FfvaznxmP/exnP/MAeNnZ2bylWJhE3YWd5319O6bu3bt7Z511ljdr1iwvIyPDA+CNHz+eb752+Nvf/tZ8K6CxY8d6V1xxhfqnXSy3vNn0pEmTvAsvvNDr27dv1N+8u73aOmHzOAdvwYIFzTeg//a3v+2dd9553qBBgzwAXmJiovfSSy9Zy/B4B+fPf/6zFxsb6wHwevfu7U2fPt37/ve/7/Xv398D4MXExHi//e1vreV4vHXvvfeed+qppzb/ZWZmNl9gtez//PPPjeWCPZ7r1q3zkpKSPADeyJEjvdmzZ3sjR470AHjJycnGf46oY0XlhZ3ned7TTz/t/ed//qeXlpbmJSYmeiNHjvR+/vOfe7W1tZ29aV3KE0880Xxhd7S/gQMHqsuvXr3aO+uss7yePXt68fHx3rBhw7z8/HyvoqIivDvShbn8T5zHOXivvPKKN23aNK9nz55e9+7dvZycHC8vL++o9x/l8Q7O+++/7+Xl5XlDhgzx4uPjvbi4OG/gwIHef/3Xf3lvv/12q8vxeNtee+01p3NzSUmJtWywx7O4uNi7/PLLvX79+nndu3f3+vXr511++eXe9u3bO2gvSRPwvBbl1ImIiIioy4qq5AkiIiIiP+OFHREREZFP8MKOiIiIyCd4YUdERETkE7ywIyIiIvIJXtgRERER+QQv7IiIiIh8ghd2RERERD7BCzsiIiIin+CFHREREZFP8MKOiIiIyCd4YUdERETkE7ywIyIiIvKJ/x876+PdBXFG1wAAAABJRU5ErkJggg==\n", "text/plain": [ "
" ] @@ -252,21 +269,27 @@ } ], "source": [ - "plt.imshow(p.data[1].T, origin='lower')\n", + "plt.imshow(p.data[1].T, origin='lower', cmap='seismic')\n", "plt.colorbar()\n", "plt.show()" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 12, "id": "a9a1bc17", "metadata": {}, "outputs": [], - "source": [] + "source": [ + "import numpy as np\n", + "\n", + "assert np.isclose(np.linalg.norm(p.data), 228.52058)\n", + "assert np.isclose(np.linalg.norm(q.data), 218.19356)" + ] } ], "metadata": { + "celltoolbar": "Tags", "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", diff --git a/examples/14_1st-order_exact_solution_comparison.ipynb b/examples/14_1st-order_exact_solution_comparison.ipynb index 2556c7e..259f5fe 100644 --- a/examples/14_1st-order_exact_solution_comparison.ipynb +++ b/examples/14_1st-order_exact_solution_comparison.ipynb @@ -7,7 +7,7 @@ "source": [ "# 1st-order exact solution comparison\n", "\n", - "In this notebook, we will compare a solution of the 1st-order acoustic wave equation using an immersed boundary to the previously-used exact solution." + "In this notebook, a solution of the 1st-order acoustic wave equation using an immersed boundary is compared to the previously-used exact solution." ] }, { @@ -15,7 +15,10 @@ "execution_count": 1, "id": "5fb0a3a7", "metadata": { - "scrolled": false + "scrolled": false, + "tags": [ + "nbval-ignore-output" + ] }, "outputs": [ { @@ -205,7 +208,11 @@ "cell_type": "code", "execution_count": 4, "id": "6ea21c04", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "name": "stderr", @@ -257,7 +264,11 @@ "cell_type": "code", "execution_count": 6, "id": "db7e40b9", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "data": { @@ -279,7 +290,9 @@ "cel_data_full = np.concatenate((cel_data[-5:-1], cel_data, cel_data[1:5]))\n", "cel.data[:, :-4] = cel_data_full[:]\n", "\n", - "plt.imshow(cel.data.T, extent=(-4*grid.spacing[0], 2*np.pi+4*grid.spacing[0], 0, -3*np.pi/4), aspect='auto')\n", + "plt.imshow(cel.data.T,\n", + " extent=(-4*grid.spacing[0], 2*np.pi+4*grid.spacing[0],0, -3*np.pi/4),\n", + " aspect='auto')\n", "plt.title(\"Celerity field\")\n", "plt.colorbar()\n", "plt.show()" @@ -300,7 +313,11 @@ "cell_type": "code", "execution_count": 8, "id": "53bb70bd", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "data": { @@ -365,7 +382,11 @@ "cell_type": "code", "execution_count": 9, "id": "e8559026", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "data": { @@ -484,11 +505,7 @@ "Generating stencils for Derivative(p(t, x, y), x)\n", "Generating stencils for Derivative(p(t, x, y), y)\n", "Generating stencils for Derivative(v_x(t + dt, x + h_x/2, y), x)\n", - "Support expanded. Remaining = 123\n", - "Support expanded. Remaining = 12\n", - "Generating stencils for Derivative(v_y(t + dt, x, y + h_y/2), y)\n", - "Support expanded. Remaining = 300\n", - "Support expanded. Remaining = 24\n" + "Generating stencils for Derivative(v_y(t + dt, x, y + h_y/2), y)\n" ] } ], @@ -610,28 +627,34 @@ "cell_type": "code", "execution_count": 18, "id": "924f66fc", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "Operator `Kernel` ran in 86.33 s\n" + "Operator `Kernel` ran in 93.14 s\n" ] }, { "data": { "text/plain": [ "PerformanceSummary([(PerfKey(name='section0', rank=None),\n", - " PerfEntry(time=10.052069999999967, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[])),\n", + " PerfEntry(time=10.634757999999968, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[])),\n", " (PerfKey(name='section1', rank=None),\n", - " PerfEntry(time=0.021199999999998883, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[])),\n", + " PerfEntry(time=0.02746699999999824, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[])),\n", " (PerfKey(name='section2', rank=None),\n", - " PerfEntry(time=76.1822969999998, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[])),\n", + " PerfEntry(time=0.059053999999997234, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[])),\n", " (PerfKey(name='section3', rank=None),\n", - " PerfEntry(time=0.013786999999999834, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[])),\n", + " PerfEntry(time=82.33782100000003, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[])),\n", " (PerfKey(name='section4', rank=None),\n", - " PerfEntry(time=0.04537799999999799, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[]))])" + " PerfEntry(time=0.015068999999999659, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[])),\n", + " (PerfKey(name='section5', rank=None),\n", + " PerfEntry(time=0.05057899999999759, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[]))])" ] }, "execution_count": 18, @@ -647,7 +670,11 @@ "cell_type": "code", "execution_count": 19, "id": "174a4bdf", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "data": { @@ -676,7 +703,10 @@ "execution_count": 20, "id": "7d898c47", "metadata": { - "scrolled": false + "scrolled": false, + "tags": [ + "nbval-ignore-output" + ] }, "outputs": [ { @@ -702,7 +732,10 @@ "execution_count": 21, "id": "3e37500a", "metadata": { - "scrolled": false + "scrolled": false, + "tags": [ + "nbval-ignore-output" + ] }, "outputs": [ { @@ -727,7 +760,11 @@ "cell_type": "code", "execution_count": 22, "id": "3891c06c", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "data": { @@ -780,7 +817,11 @@ "cell_type": "code", "execution_count": 23, "id": "9d14ed6a", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "data": { @@ -805,7 +846,11 @@ "cell_type": "code", "execution_count": 24, "id": "2a2011a7", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "data": { @@ -828,14 +873,19 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 25, "id": "80dab0a8", "metadata": {}, "outputs": [], - "source": [] + "source": [ + "assert np.isclose(np.linalg.norm(p.data), 77.93062)\n", + "assert np.isclose(np.linalg.norm(v[0].data), 74.66077)\n", + "assert np.isclose(np.linalg.norm(v[1].data), 13.953425)" + ] } ], "metadata": { + "celltoolbar": "Tags", "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", diff --git a/examples/15_1st-order_acoustic_convergence_testing.ipynb b/examples/15_1st-order_acoustic_convergence_testing.ipynb index 8ff8443..fe2e16b 100644 --- a/examples/15_1st-order_acoustic_convergence_testing.ipynb +++ b/examples/15_1st-order_acoustic_convergence_testing.ipynb @@ -7,7 +7,7 @@ "source": [ "# Convergence testing the 1st-order acoustic example\n", "\n", - "In this notebook, we will convergence test Schism's immersed boundary implementation against the previously presented exact solution." + "In this notebook, Schism's immersed boundary implementation for the free surface with the 1st-order acoustic wave equation against the previously presented exact solution." ] }, { @@ -15,7 +15,10 @@ "execution_count": 1, "id": "e0b4e707", "metadata": { - "scrolled": false + "scrolled": false, + "tags": [ + "nbval-ignore-output" + ] }, "outputs": [ { @@ -720,8 +723,8 @@ "import matplotlib.pyplot as plt\n", "import numpy as np\n", "\n", - "plt.loglog(np.array(refinements)*2*np.pi/240, errs_max, 'kx')\n", - "plt.loglog(np.array(refinements)*2*np.pi/240, errs_max, 'k')\n", + "plt.loglog(2*np.pi/(240*np.array(refinements)), errs_max, 'kx')\n", + "plt.loglog(2*np.pi/(240*np.array(refinements)), errs_max, 'k')\n", "plt.title(\"Convergence of the 4th-order scheme\")\n", "plt.xlabel(\"Grid increment\")\n", "plt.ylabel(\"Maximum error\")\n", @@ -755,9 +758,9 @@ } ], "source": [ - "grad = -np.polyfit(np.log10(np.array(refinements[:6])*2*np.pi/240),\n", - " np.log10(errs_max[:6]), 1)[0]\n", - "grad" + "grad_upper = np.polyfit(np.log10(2*np.pi/(240*np.array(refinements[:6]))),\n", + " np.log10(errs_max[:6]), 1)[0]\n", + "grad_ipper" ] }, { @@ -778,9 +781,9 @@ } ], "source": [ - "grad_knee = -np.polyfit(np.log10(np.array(refinements[6:])*2*np.pi/240),\n", + "grad_lower = np.polyfit(np.log10(2*np.pi/(240*np.array(refinements[6:]))),\n", " np.log10(errs_max[6:]), 1)[0]\n", - "grad_knee" + "grad_lower" ] }, { @@ -793,6 +796,7 @@ } ], "metadata": { + "celltoolbar": "Tags", "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", diff --git a/examples/16_tti.ipynb b/examples/16_tti.ipynb index 15bb43a..76ca055 100644 --- a/examples/16_tti.ipynb +++ b/examples/16_tti.ipynb @@ -7,14 +7,18 @@ "source": [ "# TTI sinusoid hill\n", "\n", - "In this notebook, we will consider the application of immersed boundaries to a set of pseudo-acoustic wave equations featuring TTI. This is based on the Fletcher et al. TTI formulation." + "This notebook demonstrates the application of immersed boundaries to a set of pseudo-acoustic wave equations featuring TTI. This is based on the Fletcher et al. 2009 TTI formulation." ] }, { "cell_type": "code", "execution_count": 1, "id": "dc91c79a", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "data": { @@ -52,7 +56,11 @@ "cell_type": "code", "execution_count": 2, "id": "7e9c3fbd", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "name": "stderr", @@ -226,24 +234,28 @@ "cell_type": "code", "execution_count": 10, "id": "f611527e", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "Operator `Kernel` ran in 0.17 s\n" + "Operator `Kernel` ran in 0.28 s\n" ] }, { "data": { "text/plain": [ "PerformanceSummary([(PerfKey(name='section0', rank=None),\n", - " PerfEntry(time=0.000195, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[])),\n", + " PerfEntry(time=0.0012079999999999999, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[])),\n", " (PerfKey(name='section1', rank=None),\n", - " PerfEntry(time=0.16730699999999998, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[])),\n", + " PerfEntry(time=0.27476999999999996, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[])),\n", " (PerfKey(name='section2', rank=None),\n", - " PerfEntry(time=3.8999999999999986e-05, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[]))])" + " PerfEntry(time=5.499999999999997e-05, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[]))])" ] }, "execution_count": 10, @@ -260,11 +272,15 @@ "cell_type": "code", "execution_count": 11, "id": "1ace3ee6", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "data": { - "image/png": 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\n", 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\n", "text/plain": [ "
" ] @@ -274,21 +290,25 @@ } ], "source": [ - "plt.imshow(p.data[1].T, origin='lower')\n", + "plt.imshow(p.data[1].T, origin='lower', cmap='seismic')\n", "plt.colorbar()\n", "plt.show()" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 12, "id": "a9a1bc17", "metadata": {}, "outputs": [], - "source": [] + "source": [ + "assert np.isclose(np.linalg.norm(p.data), 230.2496)\n", + "assert np.isclose(np.linalg.norm(q.data), 205.35196)" + ] } ], "metadata": { + "celltoolbar": "Tags", "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", diff --git a/examples/17_elastic_2nd_order_flat_surface.ipynb b/examples/17_elastic_2nd_order_flat_surface.ipynb index a5c02fc..b953f56 100644 --- a/examples/17_elastic_2nd_order_flat_surface.ipynb +++ b/examples/17_elastic_2nd_order_flat_surface.ipynb @@ -12,9 +12,13 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 1, "id": "a3f4a47d", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "data": { @@ -52,9 +56,13 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 2, "id": "c52480e7", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "name": "stderr", @@ -72,7 +80,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 3, "id": "013c3282", "metadata": {}, "outputs": [], @@ -97,7 +105,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 4, "id": "0d48de56", "metadata": {}, "outputs": [], @@ -107,17 +115,23 @@ "nx = bg.n[0]\n", "ny = bg.n[1]\n", "\n", - "bc_list = [dv.Eq(nx*(lam+2*mu)*ux.dx + nx*lam*uy.dy + ny*mu*ux.dy + ny*mu*uy.dx, 0), # Velocity BCs\n", - " dv.Eq(nx*mu*ux.dy + nx*mu*uy.dx + ny*(lam+2*mu)*uy.dy + ny*lam*ux.dx, 0)]\n", + "bc_list = [dv.Eq(nx*(lam+2*mu)*ux.dx + nx*lam*uy.dy\n", + " + ny*mu*ux.dy + ny*mu*uy.dx, 0),\n", + " dv.Eq(nx*mu*ux.dy + nx*mu*uy.dx\n", + " + ny*(lam+2*mu)*uy.dy + ny*lam*ux.dx, 0)]\n", "\n", "bcs = BoundaryConditions(bc_list)" ] }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 5, "id": "a990a2a6", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "name": "stdout", @@ -194,7 +208,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 6, "id": "e9fd52aa", "metadata": {}, "outputs": [], @@ -219,7 +233,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 7, "id": "c3a59f66", "metadata": {}, "outputs": [ @@ -247,7 +261,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 8, "id": "6072cb9a", "metadata": {}, "outputs": [], @@ -266,7 +280,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 9, "id": "8c186fe4", "metadata": {}, "outputs": [], @@ -277,27 +291,31 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 10, "id": "4622bcf5", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "Operator `Kernel` ran in 0.06 s\n" + "Operator `Kernel` ran in 0.21 s\n" ] }, { "data": { "text/plain": [ "PerformanceSummary([(PerfKey(name='section0', rank=None),\n", - " PerfEntry(time=0.05065300000000003, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[])),\n", + " PerfEntry(time=0.20886699999999997, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[])),\n", " (PerfKey(name='section1', rank=None),\n", - " PerfEntry(time=2.900000000000001e-05, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[]))])" + " PerfEntry(time=2.5000000000000008e-05, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[]))])" ] }, - "execution_count": 11, + "execution_count": 10, "metadata": {}, "output_type": "execute_result" } @@ -309,13 +327,17 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 11, "id": "5a840943", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "data": { - "image/png": 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\n", 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\n", "text/plain": [ "
" ] @@ -325,20 +347,24 @@ } ], "source": [ - "plt.imshow(ux.data[1].T, origin='lower')\n", + "plt.imshow(ux.data[1].T, origin='lower', cmap='seismic')\n", "plt.colorbar()\n", "plt.show()" ] }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 12, "id": "de93e90a", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "data": { - "image/png": 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\n", 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\n", 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" ] @@ -348,23 +374,27 @@ } ], "source": [ - "plt.imshow(uy.data[1].T, origin='lower')\n", + "plt.imshow(uy.data[1].T, origin='lower', cmap='seismic')\n", "plt.colorbar()\n", "plt.show()" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 13, "id": "5897e063", "metadata": { "scrolled": false }, "outputs": [], - "source": [] + "source": [ + "assert np.isclose(np.linalg.norm(ux.data), 537.5944)\n", + "assert np.isclose(np.linalg.norm(uy.data), 337.9793)" + ] } ], "metadata": { + "celltoolbar": "Tags", "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", diff --git a/examples/18_elastic_2nd_order_diagonal_surface.ipynb b/examples/18_elastic_2nd_order_diagonal_surface.ipynb index 3ea389c..1859ab1 100644 --- a/examples/18_elastic_2nd_order_diagonal_surface.ipynb +++ b/examples/18_elastic_2nd_order_diagonal_surface.ipynb @@ -7,14 +7,18 @@ "source": [ "# 2nd-order elastic with a diagonal boundary\n", "\n", - "Now we will consider a slightly more complex boundary on which to apply the free-surface" + "A slightly more complex boundary on which to apply the free-surface is now considered." ] }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 1, "id": "a3f4a47d", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "data": { @@ -52,9 +56,13 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 2, "id": "c52480e7", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "name": "stderr", @@ -72,7 +80,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 3, "id": "013c3282", "metadata": {}, "outputs": [], @@ -97,7 +105,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 4, "id": "0d48de56", "metadata": {}, "outputs": [], @@ -107,17 +115,23 @@ "nx = bg.n[0]\n", "ny = bg.n[1]\n", "\n", - "bc_list = [dv.Eq(nx*(lam+2*mu)*ux.dx + nx*lam*uy.dy + ny*mu*ux.dy + ny*mu*uy.dx, 0), # Velocity BCs\n", - " dv.Eq(nx*mu*ux.dy + nx*mu*uy.dx + ny*(lam+2*mu)*uy.dy + ny*lam*ux.dx, 0)]\n", + "bc_list = [dv.Eq(nx*(lam+2*mu)*ux.dx + nx*lam*uy.dy\n", + " + ny*mu*ux.dy + ny*mu*uy.dx, 0),\n", + " dv.Eq(nx*mu*ux.dy + nx*mu*uy.dx\n", + " + ny*(lam+2*mu)*uy.dy + ny*lam*ux.dx, 0)]\n", "\n", "bcs = BoundaryConditions(bc_list)" ] }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 5, "id": "a990a2a6", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "name": "stdout", @@ -222,7 +236,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 6, "id": "e9fd52aa", "metadata": {}, "outputs": [], @@ -247,7 +261,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 7, "id": "c3a59f66", "metadata": {}, "outputs": [ @@ -275,7 +289,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 8, "id": "6072cb9a", "metadata": {}, "outputs": [], @@ -294,7 +308,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 9, "id": "8c186fe4", "metadata": {}, "outputs": [], @@ -305,27 +319,31 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 10, "id": "4622bcf5", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "Operator `Kernel` ran in 0.11 s\n" + "Operator `Kernel` ran in 0.16 s\n" ] }, { "data": { "text/plain": [ "PerformanceSummary([(PerfKey(name='section0', rank=None),\n", - " PerfEntry(time=0.10405000000000006, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[])),\n", + " PerfEntry(time=0.15935400000000005, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[])),\n", " (PerfKey(name='section1', rank=None),\n", - " PerfEntry(time=3.899999999999999e-05, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[]))])" + " PerfEntry(time=4.799999999999997e-05, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[]))])" ] }, - "execution_count": 11, + "execution_count": 10, "metadata": {}, "output_type": "execute_result" } @@ -337,13 +355,17 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 11, "id": "5a840943", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "data": { - "image/png": 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/4XBYkydP1o033hgb7Grz9NNP65vf/KYee+wxjRkzRldddVXsvUNzJF566aVYSFxjY6MuuOACrVy5UtOnT9dzzz13eBd1GJKaaDJixAi99tprOvvss/Xpp5/GEk22bt2qYcOGady4cSouLo61r6urkyQVFBS0u8/CwkJJUm1tbbttmpqaVFtb63oBAAB01ZlnnqnnnnvO6BBK0mWXXaapU6dKkn71q1+53kuHHImkdgpfffVVlZeX691339WCBQu0c+dO7d27Vy+99JJaWlo0bdo0TZs2Le7HnTt3rkpKSmKvttFFAACQHiIKJ+QVb6NGjZIkVVdXx9alS45E0jqF+/bt00UXXaRdu3bp+eef1xVXXKG+ffuqV69eOu+887R06VLl5+frl7/8pf74xz9KUuyRcUNDQ7v7bQvMPHSE0auyslI1NTWx16EfFAAAQLy8//77kqRjjjkmti5dciSS1ilcvHixdu3apaFDh+qrX/2q8f6h61esWCFJGjJkiKSDHcq2R8lebR28trY2OTk5Ki4udr0AAOnPCVteIfcroShwnTRtMYXxfkkyQsyampoCnePOnTv1xBNPSJImT54cW58uORJJ6xRu27ZNUscjeiUlJZKkvXv3SjoYg5ifny9JWr9+vXWbtvWjR4+O27kCAICeY+DAga4ws7lz53Z5H62trbryyitVU1Oj8vJyXXfddbH34pUjkWhJyz4+9thjJUmbNm1STU1NrAPYpqWlRRs3bpQkHXfccZKk7OxsnXvuuXr22We1YMECnXHGGa5tPvnkE61du1aSdNFFFyX6EgAAQDeJKqxonMey2vZXXV3tGrTqSm3lNtOnT9fKlSt11FFH6bnnnlN2dnbczjNZkjZSOHHiRBUUFGj//v36t3/7N1eRxubmZt18883atm2bsrKy9I1vfCP23qxZsxQKhfT4449r6dKlsfWNjY2aNm2aIpGIJk+erJEjRybrUgAAwBHEG2LW1U7hjTfeqPnz56tXr15avny5hg8f7no/XjkSiZa0kcI+ffro0Ucf1TXXXKNnn31Wr7zyik4++WRlZWVp/fr1+vTTTxUOh/XTn/5UQ4cOjW03evRozZs3TzNmzNCkSZP0ta99TUcffbRWr16tzz77TCNGjNCjjz6arMsAAADdIOKEFIlzkGg89jdz5kz99Kc/VWlpqZYtWxbLPj6UN0fCFlfoJ0ci0ZJakubKK6/U+vXrNXXqVBUVFWnlypX6/e9/r8zMTH3zm9/Ua6+9punTpxvb3XzzzVq+fLm+/vWv6+2339YLL7ygwsJCVVZW6s0334xNiwcAOLI5Ge6Xn0QPb+JJe6+4IfkkIRKZaBLUrbfeqvvuu08lJSVatmxZu5nF6ZIjkdQZTSTppJNO0uOPP97l7SZMmKAJEyYk4IwAAAC6ZtasWfrRj36kkpISLV++XCeffHK7bdMlRyKpI4UAAABBOE5Y0Ti/nABzH0vSHXfcoXvuuUelpaWddgjbpEOORNJHCgEAANLViy++qB/84AeSpGHDhulnP/uZtV1ZWZl+/OMfx5bTIUeCTiEAICU5fn5DOZZ13jAxWxvbrjzbhXxu50vAc8KXIgopEucAzSD7a6ulLB2MA2wvRnDw4MGuTqF0MEeivLxc8+bN07p169TQ0KBBgwapsrJSlZWV7Ra2ThY6hQAAAD5NnTpVU6dODbx9KudI0CkEAAApL+rosLOFbfvEl0g0AQAAACOFAAAg9bVlDMd7n/gSnUIAQEqIZnXexkj+sD1NDNLG1sSyXdySTwKeU08WVUjROCeaxHt/6Y4uMgAAABgpBAAAqS9V5z4+kjBSCAAAAEYKAQDJF80OFtTnq8C0n0LRcYozjGuBa3SIRJPE424AAACAkUIAAJD6ogrFv3g12ccujBQCAACAkUIAAJD6nATUKXQYKXShUwgASChfSSWJ5DepxE+CSiJ19/FTXNRJwONjStK48PgYAAAAjBQCAIDUR0maxONuAAAAgJFCAACQ+ogpTDw6hQCAuAqcWJLMX9B+kk98tLGdMrOcIF3RKQQAACkvmoCSNBSvdiOmEAAAAIwUAgCA1EdMYeLRKQQABJbI+EFi83AoOoWJx+NjAAAAMFIIAABSHyOFicdIIQAAABgpBAAAqY+RwsSjUwgA8C2aFWAjyy9eX0kkQRNNEvl73rtvyzlS0Brpik4hAABIeY7iX2yavrobMYUAAABgpBAAAKQ+YgoTj04hAMDKSeRvCNtzu57+LK+nX38n6BQmHo+PAQAAwEghAABIfYwUJh4jhQAAAGCkEAAApD5GChOPTiEAwJpUYv196anC7KdQs7Vws2Wd0c62nY/f4b7yNegLAAY6hQAAIOU5TkhOnEf24r2/dEdMIQAAABgpBAAAqS+qUNynuYv3/tIdnUIA6IGcDB+NLMGAjp/nS0GLMPuJKfSus8U0ejex/d4PGK+I7kOiSeLx+BgAAACMFAIAgNRHokniMVIIAAAARgoBAEDqI6Yw8egUAsARzpocEvK28ZdU4l1nK0zt/T3rowb2/2zoo03Hm1hZ80z8JJ/4TVDxbubnpIIm4/jZD/0cBESnEAAApDxiChOPmEIAAAAwUggAAFKfk4CYQkYK3egUAgCAlOdIcuIVi3nIPvElOoUAcKTxMfjhHSCxJpXYZj3xbmf5repNtLANxvganwmY1OFn1hVfySfd3WOI18wwNgyQwYJOIQAASHlRhRRi7uOEItEEAAAAjBQCAIDUR0maxKNTCABpLBQx1xkxddbYQHfgmS1+0E/Ra0UtbbwFrqOWwtgh85expX52IEZMo7VRfI4VV8mMYaToNSzoFAIAgJQXdUIKMc1dQhFTCAAAAEYKAQBA6nOcBNQp7O6yQymGkUIAAAAwUggA6SSr3r1sSxCJZnmWLX/+e9dZi1dn2hJE3MuhiBmTZSsoHS9+CmMbSRR+2liaWffto8C1tVh3gpJo/PIVOufnvnUjso8Tj04hAABIeXQKE4/HxwAAAGCkEAAApD5K0iQenUIASFFF28wAsog3XjDb3C6S6/5FZ/2959nOFlMYtf2G8BHU5kQ6P368fhXbTseIe/QZ9xfsBCzrujl+0M++6AvBhk4hAABIeZSkSTxiCgEAAMBIIQAASH0HRwrjnX0c192lPUYKAQAAwEghAKSC/q8eMNZFcszK1N4kktZc82/75gLvGnN0JZrlXhfNsQyZhC3FqzN8JJpEPSssBa79sCZaJLPActB9JzD5JG5JLLZdd1SYOwVG1FKpTuHmzZu1bNkybdiwQRs2bNB7772nSCSi2bNn64477uhw2xUrVui+++7TunXr1NDQoMGDB2vy5MmqrKxUYWFhoPOJFzqFAAAg5TmKf9806P4eeeQRPfDAA13e7v7779eMGTMUCoV0+umnq2/fvlq9erXmzJmjhQsXas2aNSorKwt4VoePx8cAAABdcOKJJ+qWW27Rk08+qffee0/f+ta3Ot2mqqpKM2fOVEZGhhYvXqxVq1bpmWee0Ycffqjx48dr8+bNmj59ehLOvn2MFAIAgJSXSo+Pv/3tb7uWw+HOx9jmzp0rx3F0zTXXaOLEibH1+fn5mj9/voYOHaqFCxdq06ZNGjlyZKDzOlzd0ilsbm7Wo48+qmeeeUZ//etf1djYqLKyMpWXl2vq1Km67LLLjG1S+Rk8AHTVcY9/7F6RnWW0cXLNytTRfPe6SKHZJrPUva8DETM20Ql7YgrNwyuabf7C9MYUOpmWuMOop3h1q7lvX3F3lmd7RhFmH7u2PiK0FbT28+zMTx/CT0Ftn9sljO3eeptQ4DpumpubtXjxYknSlClTjPcHDx6sMWPGaPXq1Vq0aJEqKyuTfYqSuuHx8fbt2zVq1CjdeOON2rx5s8aMGaMLL7xQgwcP1p/+9Cc9++yzxjb333+/zjrrLC1dulQnnHCCzj//fNXU1GjOnDmqqKjQ7t27k30ZAAAgmZwEvZJgy5YtamxslCRVVFRY27Str6qqSs5JWSR1pHD//v0666yztGnTJt1111267bbblJX15Z+njY2N2rJli2ubQ5/Bv/TSS7Eh18bGRl1wwQVauXKlpk+frueeey6ZlwIAAODL1q1bJUmlpaUqKiqythk4cKCrbXdI6kjh3LlztWnTJl177bX6/ve/7+oQSgefq/+v//W/jG06egYfDodjz+ABAMAR6n9iCuP5antGXltb63o1NTXF9dTr6uokSQUFRr2omLZQuNra2rgeuyuS1ilsaWnRI488Ikn67ne/62sbv8/gJWnRokVxOlMAANCTDBw4UCUlJbHX3Llzu/uUukXSHh9v3LhRu3fvVv/+/TVs2DC98847ev7557Vjxw716tVLp59+uiZOnOjK4PH7DH716tXd+gweADoy8O61xrrWkDuKP5RpZnqEcnOMdeHcXNdyRmG+0Saj3p18l9FktglFPD/+fWYVtBa4xxKc7M4LXEczzH2HLAkq4RbPPfFRvNrWxkgYiWMRaj+3KWAuikK+MmR6roPT3MV/n5JUXV2t4uLi2PqcHPPf3uFoe2Tc0NDQbpv6+npJcp1HsiWtU/j2229LkgYMGKBZs2bp3nvvlXPIp3vPPfdo1KhR+u1vf6tBgwZJSp9n8AAAILESWZKmuLg4oZ2xIUOGSJL27dunuro6a5+murra1bY7JO3x8Z49eyQdTBy55557dP3112vz5s2qqanR8uXLNXz4cFVVVencc89VS0uLpPg9g29qajLiBQAAAJJhxIgRys8/OGK/fv16a5u29aNHj07aeXklrVPYNirY0tKiK664Qg899JCGDx+u4uJiTZgwQcuXL1dubq7effddPfXUU3E99ty5c12xAm2jiwAAIE20JYbE+5UE2dnZOvfccyVJCxYsMN7/5JNPtHbtwTCTiy66KCnnZJO0TuGhQ6XXXXed8f6gQYNiN2zFihWubQ73GXxlZaVqampir7YhWgAAgGSYNWuWQqGQHn/8cS1dujS2vrGxUdOmTVMkEtHkyZO7bTYTKYkxhUOHDrX+v63NZ599Jil+z+BzcnLiHjQKAO0Z/MA77hWe5BBJrphqSVLUkrDR3GzuPBJxL7ea04VktLrb5LZEjDbhZndYTkazmeiSccAcN2jq5R5ZaSkyzzua45n1JMNybZm22VI8y+ZpKxQ11xltfMx6Epg1+8VzPMvgUyianBEpqZ3kmyDZLyk2o0kiE026auPGjbr++utjyx9++KEk6ec//7l+97vfxdYvWrRIxxxzjKSDj4XnzZunGTNmaNKkSfra176mo48+WqtXr9Znn32mESNG6NFHHw1+MXGQtE7h6NGjFQqF5DiOdu/ebX2E2zYzSVucYNsz+MbGRq1fv15nnHGGsU0qPIMHAAA9R21trd544w1j/fbt27V9+/bYsrfe4c0336zy8nLNmzcvNm3voEGDVFlZqcrKynaTapMlaY+P+/Xrp7Fjx0r68vHwoVpaWrRq1SpJ0imnnCIpfZ7BAwCABEuhae7GjRsnx3E6fdmeYk6YMEG///3vtWfPHh04cEBbtmzRnDlzur1DKCV5RpPvf//7kg4mfrz++uux9a2trZo5c6Y++ugjFRUV6Zprrom9lw7P4AEAANJdUuc+Hj9+vGbPnq0777xTp59+uk455RT169dPGzdu1Mcff6y8vDz9v//3/9S3b9/YNunwDB5Az9XnLTOmr/mU4a7ljAO2mD73upAl7s+2Tp54QVtQlOOtgmyJw8uqOeA+xybzWNm1ZpzhgRp34N/+MnNsobnUffzWPMtwjCVeLer5jRQyb60RU2iLMfTeEj9FsNtZ1Snfyath995tMYZG0W3bbQs4smXEWfopwu3Y/7+7JLJOIQ5K6kihJN1xxx36wx/+oLPOOkubNm3SSy+9pEgkoqlTp2rjxo2xx8WHuvnmm7V8+XJ9/etf19tvv60XXnhBhYWFqqys1JtvvqmysrJkXwYAAEi2FHh0fCRL6khhm7PPPltnn312l7aZMGGCJkyYkKAzAgAA6Nm6pVMIAADQFTw+TrykPz4GAABA6mGkEAB82v93Tca67UeZyRiZ9e5kjMxGczQi3NLxsiSFLYkW4VZ3IJRtu4xmd5vMA2bwVFa9O0Mjq87cUe6u/ca67H3ua8v9Itto09DP/avlQJl5/a35xioj+cFbzFqSHG9iiZ8kEp+xY95kClu9aWNgyTbQZNvOe962AtdB9u03Ls6bfGNrkuqDZomIAySu0IWRQgAAADBSCAAA0kFI8Z97L9WHR5OLkUIAAAAwUggA7Zl91W9cyxsahhht3q3tb6z7tLbYtdywP8do09zqDpizZkFaKgaHfVQRjrS6/96P1plxj7mfu9cVVJu/Doo/aTbW5Xze4FrOrzHjDrNq3QGDDQ25Rpv9fSxFr72zfPmJqbMNbfiJE/PRxnarjVV+4g4lhTzn6VhOIOTdkEEsN2IKE45OIQAASH10ChOOx8cAAABgpBAAAKQBJxT/ujkpX4cnuRgpBAAAACOFACBJf73+YWPdX5rdSRR7IoVGm11GdoTU0GIWdPbyJpbkZJmVqo/KazTWDSnY61oenLfbaFOS4T7vmkie0WZDzWDX8vqPBxtt9r9rbnfUX90JMgUf1hptsnbWuJaLmyJGm4xms3p1oyf5pKXQHMVx/PzWCjr44ye+zFtg22/xah85JI7jOQHbzj1FsH3kHdlZtjPqYqfYIJrjHHzFe5/4EiOFAAAAYKQQAACkAbKPE46RQgAAADBSCKBn+snUX7iWn6rrZbR5d3+5a3n93kFGm4939zbWNX3hLtYcOpBhtPEGgzl5UaNJ3VFm0efCrCbX8j8UVhttxuW/71oekGEWr64pfsu1/Iejhhpt/uuosca6nUV9XctHZ5UYbYq2uGMKwzVmbGR+hhmwFnLc19sYMe9ba4F7u6h5aXK8wx2JjI3zGVPoZZyjZI5a2eL+vNuZX5v4cdr5/+5C9nHC0SkEAAApL+QcRmJNB/vEl3h8DAAAAEYKAQBAGiDRJOEYKQQAAAAjhQCOfIWn7TLW/d8Pznct728xfxzW1LkLLEd3mYkfubvMv61Lv3AvZzaawxEhT4B7S76ZVHGgj5nE8cYgd0HpL4aYRaBbjnHva1LBe0ab47Lchbi/UbjNaFM0dIWx7sHwma7lz5xjjDZy3Odd+FG90STc2Gysy/nCfd7RTDMJ4IAn06I1z2wT9dYOtxWTNlfFjXXffvIZPF+lUNTckxNy7yhkrYLt41jpiESThGOkEAAAAIwUAgCANEBMYcIxUggAAABGCgEAQBpgpDDh6BQCOOK0Frh/0u/ZcpTRxsny/DawzAyR2eh+mJL7hRmUnrvH/K2S+4V7Z1n1EaNNuMW9XSTHfHCTU2smn2QccGdRbGnqb7T57wPuZJRt/c3rP6PInXwyIstMBjk++3Nj3dn93Nv9ZkSh0WZfXbFrOaOpwGiT+/l+Y12o2X3fMhvMDyUr2/0ZOJbJYpywp40ll8CYGUSS42NGEV+dCD+znASc9cR73r5mRtERUqSZTmHC8fgYAAAAjBQCAIA0QEmahGOkEAAAAIwUAkhvWQ3munCr+6//SJM5GhDJ8QQTWQYMwp7tbHFZtpi2iCfuLSPbFhzm4/gt5rrsWk8s4t/MH+O7Qr1cy79v+XujTXUfd5tTSrcabYZk7zbW9c50xx4OLdtjtPnrAHcMobcotSSFW3KMdZmN7tjLcMS84RnN7nXhZvPGhT23xBp36CPuLnC4ma1Ytp8BKW8b23l7ClqHrNWrfew7DWPpQk78YyOPiFjLOGKkEAAAAIwUAgCANED2ccIxUggAAAA6hQAAAODxMYA0kl1jrrMlEYQ8NY9DZu1oY52tCLAT9iR1ZJlB/S0F5jpvUkEk21KE2lO82paI0Jprrox6ziHUam6XWeM+Xl3YLDD959ZjXcu1LblGmxFFfzPWFWY2uZezmow2odJm1/KBo/KMNjk1wX79eD/bsPWz9SRjRM376N2PZPkOxPPRoo/EIse70pbY5KN4tTX35Ah4TBpSAhJN4ru7tMdIIQAAABgpBAAAaYDi1QnHSCEAAAAYKQSQuowYQtsf9X7+0LfEj4UiPqr5ekO8sswmlpA+ORnuDaPZPo5vuY6o5XgR774sf9qHPSeVUWfGNO6XO87v/Ugfo01Di3niffPrXMv1liLUWdnuE2gpNu9tU4l5wRnN7vMMN5vbeQd2QlGzjTeG0BY/6CfGzha/FrjAtfe7ZPm8Q2Hvzi3xqt7P2xabaBvu6TykMfVRkibhGCkEAAAAI4UAACANMFKYcIwUAgAAgJFCAACQ+kJOAuoUMlLoQqcQQEqwFqYOGFQfqMqEbd+e/IxIhiWpwfJT1Mn0JJpYEkb8PLayXltGx8u2fYdbLBdX796w2TGLV2+PmCdQW+ROLMnKMLM4op5Ej0i2ebGt+ea+W/Ld22X6+Lwda6Vm70bmKl9JJLbPyPvlsjbqfDPr983IfbJ838LuRt4C65IU8nNP0hGPjxOOx8cAAABgpBAAAKQBRgoTjpFCAAAAMFIIoHtkHHAvR8yQNl8Ff/3E3dli+qJZ7iECxxYb6IkhtBYcthRG9u7LdnzvdtY4SD+hYT7a2M7RiDNsMG9kq2MWr/6i1d0uMytibucpQm07xYhZ81qtuT6KTntYCzXHSyJHkQJ+tkZIo8+YWm+Yoa9LC7Xz/92ERJPEY6QQAAAAjBQCAIA04IQClhboZJ+IYaQQAAAAjBQCAIA0QPZxwtEpBJBwtiSOliLPioAR39ZAe2+BY0uBZyfTfbyo7aehtzCwLfA/Yovqd2/nLTh88ICd7trOz23ynratULMnPyQcNc8gFDFvXKTV3a4l23Zz3W3Clntk+9wi2Z7tWs023muzfrY+ip5b+bi3gRMTfCRNmdWzLZ+Jj0QT2zNA765IsIANnUIAAJDyyD5OPDqFAAAg9fH4OOFINAEAAAAjhQAAIA0k4PExI4VudAoBxFVroflTNpppy3RI3DkY8fnWWU+cDpclmedoa2JZ5xiJJbYNfUwx4SfxwcdKxzIziJ9EE7VYtvPMaBLNstxcT4KONWHEwpuQFDEnVDFngrEmGrmvJWgpOutn6yOJx99sIZ1/3+zX5kli8n6P5G9GE8CGTiEAAEh9xBQmHDGFAAAAYKQQAACkAUYKE45OIYC48saqSZIyLHFP3pg+23MLb9xVPOOijGK+tsrUnSxLki0Wz9fxOy9UbN/Os5mtjfe2dV5f2xr3F7KsCzd74vWyzDZRT0FpW/Fq24l7C1FHMy3Fm6Pe743tu+XdyHKs7o6xsxav9i6bN8m4Xj9FsCXzS2Dbjg5Sj0enEAAApDyKVyceMYUAAAABPPvssxo3bpx69eqlgoICnXTSSbr33nvV0mJJ3U8DdAoBAAC66KabbtKll16qV199VaeccorOOeccbdu2Td/73vd05plnav/+/d19il1GpxAAAKQ+J0GvAH7729/qgQceUGFhod544w394Q9/0MKFC/X++++rvLxca9as0Z133hn4UrsLMYUAfCvYYf4Ebc11R6y3FpoR7K355r4iue7laJYlqN6ToOIt3HtwpSUZIcAPej+JB9b92gpD+0lQSWSmg3fXtnP0JMhYk0psxau9+TGWNlFLYpF5fHOd95Z4i1lLkuPjvnmTlqxJTMlmJJHEp401P8rHuu7Os0l3c+bMkSTNmjVLo0ePjq0vKyvTww8/rNNPP10PPfSQ7rzzTpWUlHTXaXZZKvxTAQAA6FBbokm8X1316aef6s0335QkTZkyxXh/7NixGjhwoJqamrRkyZLDveykolMIAADgU1VVlSSpd+/eOu6446xtKioqXG3TBY+PAQBAekiBEjJbt26VJA0aNKjdNgMHDnS1TRd0CgG06+gqd8BYNMuMRGrJdz9waLIWc/YTHGW28BYhdixVmK2Pf4L84ohjgeNAtc/8buPnnDzxen5iIcOWouO2mEJvO1u8XthbhNpbTFry9ZWIWn5D+bm3RmyitTC6z3WJYv2+uS8uZCnMHSg2EZ2qra11Lefk5CgnJ8fatq6uTpJUUFDQ7v4KCwut+011PD4GAACpL4HZxwMHDlRJSUnsNXfu3KRdViphpBAAAKS8RM5oUl1dreLi4tj69kYJJamoqEiS1NDQ0G6b+vp6SXLtMx3QKQQAAD1acXGx7w7ckCFDJB3sSLan7b22tumiWx8f33rrrQqFQgqFQrr77rvbbbdixQpNmjRJZWVlysvL08iRI3X77bfHeuIAAOAIlyLFq0eNGiVJ2rNnT7uJJOvXr5ckVw3DdNBtI4Vr167VvHnzFAqF5Djtfyr333+/ZsyYoVAopNNPP119+/bV6tWrNWfOHC1cuFBr1qxRWVlZEs8cODL1ectSvdgHbxHisK0IcrNlnTf5wJLV4WQEyCrwySiEbfkT2di1z6B+X79n/Jy2nyLEloMZp21LImntepuD6zq/umim5wxsRagtySdGQojtM+n06D4lMBnDb0Fpg5F7Zftw43PitvOJ96PZI9WAAQN08skn680339SCBQt0++23u95fs2aNqqurlZOTo0mTJnXTWQbTLSOFjY2Nmjp1qo455hj9y7/8S7vtqqqqNHPmTGVkZGjx4sVatWqVnnnmGX344YcaP368Nm/erOnTpyfxzAEAQHdIleLVknTbbbdJkn74wx9q48aNsfV79uzR9ddfL0m64YYb0mo2E6mbOoWVlZV6//339dhjj3V4w+bOnSvHcXTNNddo4sSJsfX5+fmaP3++wuGwFi5cqE2bNiXjtAEAAHThhRfqO9/5jurr63Xqqadq4sSJ+sY3vqFhw4bpnXfe0ZgxYzR79uzuPs0uS3qn8JVXXtGDDz6oq666qsNh1ebmZi1evFiSfRqZwYMHa8yYMZKkRYsWJeZkAQBAakiRmMI2DzzwgJ5++mmddtppWrt2rZYsWaIBAwbohz/8oV5++WXl5eUF33k3SWpMYX19vf71X/9Vffv21U9+8pMO227ZskWNjY2SvpwuxquiokKrV69Ou2lkgFSQv9P903D/UWaQlzde0MZbYNgWK2bbj7cwsu0xjq1YdSC2GC9PYWA/MW5GHKJk/9Pau12c4getbGFnEe+ypei3t43P+EFvO2tMY9S70jx+1EcMp++i08aOfLSxbeY9fjzjDj03yluo+mAb7wn52Y+PAtftrcNhu/TSS3XppZd292nETVI7hbfccou2bt2qRYsWqVevXh22bcvoKS0tjdUE8krXaWQAAEAXHebIXrv7REzSOoXLli3Tz3/+c11++eW68MILO20fz2lkmpqa1NTUFFtOt2lnAADo6RJZvBoHJSWmsKamRtOmTVOfPn304IMPJuOQLnPnznVNX9M2wggAAICDktIpvOmmm7R9+3Y99NBDvmsKxnMamcrKStXU1MReHVUhBwAAKSjFEk2OREl5fLxo0SJlZmbq4Ycf1sMPP+x6r62czPz587VixQr169dPTz31VGxqmH379qmurs4aV+h3GpmcnJwO5zEEeqL9R7sjz23JIN5kBFsxY6Posc8fssa+LMWT/bAmA/hIWPAmljiW4ztGEo0lYSLo86eASQ3ew1k/t1b3zrxJPZJ5/319tpZ2tsv35pmEbEXIrdWTPU3ilGgS10eEfj43PwcMmHwUWCLvCY4YSYspbG1t1apVq9p9/+OPP9bHH3+swYMHS5JGjBih/Px8NTY2av369TrjjDOMbdJ1GhkAANBFJJokXFIeH+/bt0+O41hfV199tSRp9uzZchxHH3/8sSQpOztb5557riRpwYIFxj4/+eQTrV27VpJ00UUXJeMyAAAAjljdMqOJX7NmzVIoFNLjjz+upUuXxtY3NjZq2rRpikQimjx5skaOHNmNZwkAABItlaa5O1KldKdw9OjRmjdvniKRiCZNmqQzzjhDl112mYYNG6aVK1dqxIgRevTRR7v7NAEAANJeUotXB3HzzTervLxc8+bN07p169TQ0KBBgwapsrJSlZWV7Ra2BnqqlkIfMyXY1tk286wLN5ttMg6EOm1jS3SwJTF0dny//MyM4U0i8c7MIkmON4nDMuuJr5lIbMe3zY7S6Y7MxBLrTCSe+21LIjFmlIlYZi+xJbF4j2/MXiKFQp0nMdkYM8j4ud/WGVU6bRI/fmcP8a7zlaASMNPkSB39IqYw4bq9U/jEE0/oiSee6LDNhAkTNGHChOScEAAASDkUr068lH58DAAAgOTo9pFCAACATvH4OOHoFAJprqXI/VPNsRQKtsVmOZmdb+cVajEfLmRmeZbrO4+Dk6SwJ6bQV0ybzx/gZmyapei0n+cknjZRv/fWu87PMypb/KAl7tIbQxhuMbczClPbYjq9bWzHssUUOo5n2d92ZiNzVaCYQtux4lWo2U+8qJ827bRLJuMe0BmCBZ1CAACQ+hgpTDhiCgEAAMBIIQAASH0hxf8pfDc/1U85jBQCAACAkUIgnURy/RQYNv/2tSefeNblmBH7oUz3OqfV/DuyNeTOBghbklF0wJZE4T6+tei1N/nBEv/jpzB1xFaY2ptEYmkTzfIk42RZ2tiSIfwUpo56CjxbEj1syR/exBJbEon3XlrbeBN7fCRsSAGTfyzDMbb75k0ssX5vPfsKW3fe+fGDnrc3Y8O6G2sSjY/sFx+FuTs5nfa3CxI757Tz/92FmMKEo1MIAABSHsWrE4/HxwAAAGCkEAAApAEeHyccnUIghXljrMKtliLMnmLCssRq2eLVjDaW+K3MbPeGTpYZeNbqOadopi3Iz1zljXPLbOo8XtJWFDiSbbknnnsQtcQCRrI9bbLNNt518YoflMzPxBo/2GwpTO2JF8ywxWJ67m2otfN7aw1xi1PRZ2vcp+VeeuM6rcWrvfuxFdgOmlLqPe+gxattz+B8bGfuyLbOe5KWQ1m+b0EKeluLcOOIRqcQAACkB0b2EoqYQgAAADBSCAAAUh/Zx4nHSCEAAAAYKQRShTU43cdfseGIOxrc8SaeSNbIe6fZfcCopXi1cawMS5tMz/Es12H7azzc2vGyTTTLch2Wn2KRHHe71lxLG8+6aLalULL3WmwX4iPQ3ywwLoW819/SeVLJwXYdL0tS2JNYYktiMQo8By147KMwte1zsxULdzzfJWuiiTdBxnZO3vOOU8KMJOP7bU8q8VGYOiDvrv0mCMWr6Hi3Ivs44egUAgCAlMfj48Tj8TEAAAAYKQQAAGmAx8cJR6cQ6Aa2Yso2xqMNW6yQJ14sZItNs8SdeWOMWsJmAFerp6B1RratwrK7ja3Asy1+zIg7s8WYeWIhIzlmm9Y883rNeEHL8bM88Wu2AsveXVuq+VrjBb1xb5Z4SW8MoTU20LLOW6w63GIpTO39mGznGKCYseSzeLPns/QWCpfa+Uy83x3Lvo3DB42FtG3m59q862zFy/3EGdri9fzEQno/S1socOfhwf6KV3feBEcYOoUAACDlEVOYeMQUAgAAgJFCAACQBogpTDhGCgEAAMBIIZAMrQWeP0f9FJeVzEK9rZZEB08SQ0aTuRtbYehogyfRodnMEPHuKlJinng4032SkUIzGaX5gLnvkKfodnS/eY7e+xTNtiSVWJJPvIk8TkbnwwHWgr/eS/HTRlLY8zlZE028xat9FKo+uK7rhakDJ2PYEi3Cns/NR/Fwa1KJrVi4p3i1twi45DP5Kk7Fqh1LEok3IcmaoGRLPvFTCNqbi2K7fu9na0sisnwnjHa2nzepVqzai5HChKNTCAAAUh6JJonH42MAAAAwUggAANIAj48TjpFCAAAAMFIIxFtzqRnB7U2q8Bv47w00tyUeZHoSNLIazB1l7u/8z+Hm/WaUueOZ5aQpz7y27JID7m0ss540Z5rZINEc94+fzPrOZ2Kx3TdboL83YN4WsB9u9TOlg+dz8xvU71lnS/TxXps1qcRyjsYMNraEgQBJJJbJWqzrvNvZZitpzfO0yTVPyDqDjeeztN1bI4nG1ibojCY+kki8QynWJCYf30n7CXgaWb9voQ6XJZ+z7Nj+LXm3cez/311CjqOQE98Tiff+0h0jhQAAAGCkEAAApAFiChOOkUIAAAAwUggcrgN93ME6tvgxgy3mx1aY2hNnlmEpcJxxwP2nri2mMLvWPKA3Xi3zgPk3YiTHHVPYfJTZJi/HfZJHF9YbbRpKzMCz3SUFruUDX+QabTLq3MfPsMQ9hlt8FPi1xet547d8FEH2HVPoLUxtLV7tKdTsIzbRdk628w4UG+cjflCSohnulRHzYzNjCi0Fxr2FqiV/hZmNwuC2z8RbK95ahNtcZ9wTW2FqbwyhNX7Qx5fJelKeTfwUr/ZTqNq2nS0W1Xv9libdiTqFicdIIQAAABgpBAAAaYCYwoSjUwgAAFIej48Tj8fHAAAAYKQQ6IoDR5tR3d4EEVsxWW+igS05ImxJIvFX4LjjZUnKaDajyjMb3A0zmsy/EVvy3ev213f+d+SQoj3Guj7ZZvLJZ6UlruX3S/qYbfa427R8YWYsZNaZ55TZ0HnRb+PeWu6bUSg6Yg4rhH0kmlgTJrz78jli4YTd1+ZkWNp41lkLRWe69xO17Mc2bBDNci/bkkgi+e6LiWbbEi8sqyKdf25+7q1ZhdnSxpp84niWLW0yvMv+rs3ckWWzqPdniaWN8Z207cfHOj/fN6ed/+8uPD5OOEYKAQAAwEghAABIfcQUJh4jhQAAAGCkEOhIU5mnMLWtUHKrn/g1Txtb/KCf4sU+ChVHssw20SxbAJWneHW9eeL5n7sDqA70Nndec0y+a7m1rxmc9vd5O4x1pxR86Fr+pMiMKdxYMsi1/Jc9/Yw2u3cXGesiX7iLZWfVmtdvxB36KDDtJ6ZTkkLRrscLemMFJXssoDemL5ptbhfJ9rax7MeIjbOclO1rk+GNF7SdY+cXHPIRVxtutrTxxtRZ4ueMutDW6zDXee+3rcC2EUPoM17RPJilkffaLAXtfRXvtvwssRXMN6T6qBkxhQnHSCEAAAAYKQQAAOmBGMDEolMIAABSn+MYYS9x2SdieHwMAAAARgqBNi3FlsLETZ6gblvBWT+FqT0JCtaCu7Z1nl15kwwkSzFjy596IUtUfbjFvbPsPfuNNjm7Gl3LJTkFRpuWwlzX8rriQUab4/J3G+smFP7FtTyycJfR5uS8j1zLb5cMNNps6DPYWPfeF+6ElJ1fmMkoDfvc551hKcyd2ei+txkHOi9MLtkLmHt5kyEcW1KJbV22N9HD/FJGPQkS1iQSD3uhZFuGhmfZNrQQ9ZHEY0m2ymjqPGnL+LdjLULtWbYW+LYkkQTZLmz7oWDLCPN+4JbNIl0vXm1NUPNTvNr2FU3xQTNK0iQeI4UAAABgpBAAAKQBStIkHCOFAAAAYKQQAACkvlC0nXjsw9wnvkSnED1SJMeSVGIJfDdYHjWEvcHhth8y3u1sQd6WcXvvZrYkEm/8eiTXMjOGbUYTzz//jCZzaoqsz+tdy4Xvm5H/4ZYS1/KuSKnR5tfNpxjrdg8rdC1PKnnLaHN81heu5XMKthhtTsndaqz7sNQ9O8rmY44x2zS622xvKDXa7N3vnq2l4YB5j/Y3mz9Go62eD8o2e4WXJWEhZFvnY1eO5zsYbbFkTDS5zzF8wPxyWZNovOt8PH7zzsIh+ZwdxkfylfXfhI+EEVsSj3cGE9uMJsa/Uz+zl0jGtdhmKzFmR/Jx/43PQ+0kmnR9kh30QHQKAQBA6iOmMOHoFAIAgJRHSZrEI9EEAAAAjBSiZ7IVmLbG9HmaWf+q9Mbq2GKMvDFNlpgf63Z+4qcyOm8TNUPh5GS6G4aiOUaboiZ3ZdzMz74w2hT8xV30OrvmKKPNnj1m0esXd1a4ll8/fojR5vR+H7qW/7HgY6NN/yzznAZm7XEt98msNdp8Je9T9zmWFBptdre6i17vbjHb1LbmGusaWt33srHVrDp+IOJe1xQxfxw3tZrr9re41+23xIIeaPSsazK/FBn17i+Ot1C3JGU0GauMeDXr99a7ja1Qs58C7n4KU/v4N+Et5m1rI5kFxG0Fro2LsV2cLYY06i1M3XkhdFvcobdYta9C1ZK/uOZUdwROc7dkyRKtW7dOGzZs0IYNG/TZZ59JkqqrqzVgwIAOt21ubtb999+vBQsW6IMPPlB2drZOOukk3XDDDfrGN74R6HzoFAIAAHSDKVOmqKampsvbNTY26qyzztLatWtVWlqqc845R/X19Xr55Ze1atUqzZw5Uz/+8Y+7vF86hQAAIOUdiTGFF198sY4//niNHj1ao0eP1tFHH+1ru9tuu01r165VeXm5Xn75ZZWVlUmSNmzYoHHjxmnevHkaN26czjvvvC6dD51CAACAbvDLX/6yy9t88cUXeuSRRyRJjzzySKxDKEn/+I//qO9973u688479YMf/KDLnUISTQAAQOpzEvRKM0uWLFFzc7MGDRqkMWPGGO9PmTJFkvT6669rx44dXdo3I4U44tgKvhrB8JYfBLafDSFvULuPZBArHwkjfh5j2I5vBN5bgupbLYkmUU/ugxO2Rey7izcXR8x9Z2zf5VrO3PKp0abv3lJjXdGn7nX7PjQfmywaXOZafuHYcqPNwLJ9xrpBhe7kk7LseqNNfkbn1cpbou5shKifrAqLqOUD9yaW1B6wJKxYimV7k0icevPHeGad+7yz6i1JJPs9yz6SSiRbEkfnbaz/Rmzfdz9JJN5/S9aEEafLbQ6286yzDZt419m+E5ZEE2/SSMiS7OYtRG0r8B3yJppEzDbp2NGBf1VVVZKkiooK6/tDhw5V7969tXfvXv35z39W//79fe+bTiEAAEh5iYwprK11VyjIyclRTo5ZkSEVbN16cBanQYMGtdtmwIAB2rt3b6ytXzw+BgAAqa+tJE28X5IGDhyokpKS2Gvu3LndfLHtq6urkyQVFJilvtoUFh4sn+Xt7HaGkUIAANCjVVdXq7i4OLbc2SjhrbfeqhdffLHLx/mv//ovjR07tsvbJQudQqQ9IxbKFndniSkKxPLswleYmRHTaDtJy3Y+HpUYE93bCtdarj/i+ZnX1Mt2be6HCU7Y/Mu0OMN9LZmf7jX3s8tcV1DX6FrO+7TEaLO/v/t49ceYx/9bH7Og9LZex7qWW4vNwKtQnntdONtsk5Fhu5lujiV+LBp137dIs+WhTJP7QwkfsBSYPmDuO7fBvc4bGyhJmUa8oPnZemNvraFxZs1tRcLeiu5mGyOG1m8sro/t/MQ0etfZ/v3bYyF9FKY2duRvnTem0Bb77C2q7y1ULVliCv0UqpbM+227tyle0DqRj4+Li4tdncLO7NixQ5s3b+7y8errzfjmrioqOlhUv6GhodPjdOWaJB4fAwAAdMlvfvMbOY7T5dc555xz2MceMmSIJGnbtm3tttm+fburrV+MFAIAgNSXiBIyaZipPXr0aEnS+vXrre9/9NFH2rv34NOZUaNGdWnfjBQCAACkiUmTJik7O1vbtm3Tq6++ary/YMECSdKpp57apXI0Ep1CAACQBtpiCuP9Sje9evXSv//7v0uSrr/+eu3Zsyf23saNG3XPPfdIkm6//fYu75vHx0grtgK7XvEMljYK5QYsXm0Wz/ZXPTvkTWLwkYwSjlgSH2w/+Tz/+m1JBc2l7u3qvdW8JUUz3ckfhfnmjnJ21pk79ySahHftM5oU1HqSUXbkG21aSs2iz82l7otrLjTPuyXfnX0QybHcN0/taFsxZT+FmW0Fhr2JBuEWSzKIpb52hqdduNXczpp84OFNtGi1XX+WbV3H+5HauU9++Cjy7hhJJLYi1O7laJbl+2/Zzhgm8VN02/JDwZtUIlmSSCyFqb3rvMWsJct3KZ6dmo6SUVI8CSVdzZ49W4sXLzbWX3DBBcrOPvgDaPTo0Xr44Ydd78+ZM0fr1q3Ta6+9puOPP15nnnmmGhoatHLlSrW0tGjGjBldnuJOolMIAADSQdQ5+Ir3PrvRhx9+qDfeeMNY3zZriSTl5pp/+Obn5+uVV17RfffdpyeffFJLlixRdna2TjvtNN1www265JJLAp0PnUIAAJD6jsBEkyeeeEJPPPFEoG2zs7M1a9YszZo1K27nQ0whAAAAkjdS2NLSoj/96U9aunSpXnnlFb3//vtqaGjQUUcdpVNOOUXXXXedzj333Ha3X7Fihe677z6tW7dODQ0NGjx4sCZPnqzKysrYdC44smRY4ql8FVwNUkw6nvzEIfmsXe1tZz1tb/yYLVSqxRIb5o1rtMWGedY1F9sCH937jmRnG03yi0qNdbm73fGBGXUHzF0fcAdZhRrNoNLsZjPwKmuf+8Tzcs2Li+Z4YwrNCsfemLpopnkfHW8xZ8nf98tXYXJbQXH3zm1xd97ztMWLtuZ6Prdc86S9Bc5t+wocw2v7N+C5FmvRaU8soPc7enCdp4017tD2XfZTrNp94n7iBw+u8yw3W9p4vsq2WFRvvKif78jBht42ZpNUF1ICilfHd3dpL2kjhatWrdKECRP04x//WNu3b9fYsWN18cUXq0+fPnrppZd03nnn6brrrpNj+YLff//9Ouuss7R06VKdcMIJOv/881VTU6M5c+aooqJCu3fvTtZlAAAAHJGS1ikMh8OaPHmy/vSnP+mzzz7T7373Oz399NN655139NRTTykjI0OPPfaYfv3rX7u2q6qq0syZM5WRkaHFixdr1apVeuaZZ/Thhx9q/Pjx2rx5s6ZPn56sywAAAN3BcRLzQkzSOoVnnnmmnnvuOZ1++unGe5dddpmmTp0qSfrVr37lem/u3LlyHEfXXHONJk6cGFufn5+v+fPnKxwOa+HChdq0aVNCzx8AAOBIljKJJm1TsVRXV8fWNTc3x+r3TJkyxdhm8ODBGjNmjCRp0aJFSThLAADQHShenXgpU5Lm/ffflyQdc8wxsXVbtmxRY+PB4rUVFRXW7SoqKrR69WpXTR+kJ2+QddACuEELTNsYPzD81ZzuXMAYdz+s+/GRfOJYCh57A/Ztf0a2uGtXWxMvIjnmjxpvQemcWjNBJbPBHWmfccBMKgm32E7cfd6hiKUwdJN73yHLfpwM9zk6PhNNnAxvMoitTef7sSW2eItF2wpMewtRe4twS2ax7oiljS1BJV6R+dbC1N6i097vn8zEElsb7z0yvseSv+vwFo+XFPIUhw9Zk0os6zyJJd6fdwf37Vm2FSEP+HPCT0JeR8X60zExBV2XEp3CnTt3xur0TJ48ObZ+69atkqTS0lIVFRVZtx04cKCrLQAAOAIdgXUKU023dwpbW1t15ZVXqqamRuXl5bruuuti79XVHZwaq6CgoL3NY+Voamtr223T1NSkpqYvS1l01BYAAKSekONYS/Ac7j7xpW6PKZw+fbpWrlypo446Ss8991xsrr94mjt3rkpKSmKvttFFAAAAHNStncIbb7xR8+fPV69evbR8+XINHz7c9X7bI+OGhoZ291FfXy9JKi4ubrdNZWWlampqYq9Dk1kAAEAaiCbohZhue3w8c+ZM/fSnP1VpaamWLVsWyz4+1JAhQyRJ+/btU11dnTWusK2D19bWJicnRzk5ltL86Da2Sv1pEchsOcmQJygloQ8jgu7cFmfvnRnBlq/hCbT3MwuEN4FBkpwSc7Nolvtv0tZ8c7vM/e42mQfMH1kZTeY5hVo9iSaWSe/9JPYYgfe22UtsCROedtaZUIykis6TSiQp4p1lxZog0vmMJt51UcvsIb5mEPLDth/bbCXemUgs128mkViO5/2e+h3+8FycN6lEMhNLrDOTWGZj8s5oErIkmhgzmlj+TXofd1pnL7Fdr/Fd7rwNep5uGSm89dZbdd9996mkpETLli1rN7N4xIgRys8/OBXW+vXrrW3a1o8ePToxJwsAALpdW0xhvF/4UtI7hbNmzdKPfvQjlZSUaPny5Tr55JPbbZudnR2bD3nBggXG+5988onWrl0rSbrooosSc8IAAAA9QFI7hXfccYfuuecelZaWdtohbDNr1iyFQiE9/vjjWrp0aWx9Y2Ojpk2bpkgkosmTJ2vkyJGJPHUAANCdnAS9EJO0mMIXX3xRP/jBDyRJw4YN089+9jNru7KyMv34xz+OLY8ePVrz5s3TjBkzNGnSJH3ta1/T0UcfrdWrV+uzzz7TiBEj9OijjyblGhCcERvjJ3Yl6D/WgHFQthgz75MF224cz1pvjKFvtnjFeP3A8lMs20fR65ClmK+fIuO2uK/WfG8bSxHmXPe6jGZLEeoWY5URmxVutX247sUgMYYHN7S0C3uXLfGC3uLVPuLnDq7zxHna2vjYd5Bixr4Z12828VOY2hZ36C1EbYtzdcLB/uEYMYStPopQ275/tjhD4ztpOb7356Tta+uNIfT5uRmfgZ826HGS1incu3dv7P/Xr1/fbozg4MGDXZ1CSbr55ptVXl6uefPmad26dWpoaNCgQYNUWVmpysrKdgtbAwCAI4TjmH+px2OfiElap3Dq1KmaOnVq4O0nTJigCRMmxO+EAABA2kjEXMXMfezGYDEAAAC6f5o7AACATvH4OOHoFCL+rMHRnW9mDOOnQiFVHz8vvKfpTTzxy/oYw0cyiK+EET+C7tsbHO/z+YM3qD1iKcJsFHjOtiTj2IoAe4qj24ql+0o08XMv/SSaWAoMe6/NFuRvTbTw7ttHGxtfSQU+vsrW/XjWRW3JILbkF6Ogt2U7P4WpzX+UZhNL0pQ3scSaMOJJLPGTVCKZ31M/30lffCaMmMlP/vaFnoVOIQAASHmhqH2Wl8PdJ75ETCEAAAAYKQQAAGmAmMKEo1OI+LNXeO5U0ALTQfZj39B2wK7vxloE21tvNl1/DgWMO/T1mVjaeIswhyzPNkKWmLqo55FQyFYY3M9jo6AxhUEKQ/stJuxp56egtt+i237a+IlN88b9WeMebZ+bUZjack4+nm8Z8YK2762lMHWopeuFqa1tLOu8MYSBY1j9xAb6iRfs6neSeMMegU4hAABIfYmYli5d/0BPEDqFAAAg5YUcR6E4P+6N9/7SHYkmAAAAYKQQAACkARJNEo5OIZLDRzFZPwInkQTkDQb3ddqWc0xqYomfZJBUOH6ARAdrbL4lGcGbkGK9fD/FqwMKkljj+7sdZLugySjWIshdTyKxJUPYClMbxwv7+FB8FFQPRWxFqDsvhJ7RZNmu2bsf8/C2wtTeguq+EtuCJvr4KV5N4ggs6BQCAIDU58icQSke+0QMMYUAAABgpBAAAKQ+so8Tj04huoefeJZ0/bcapyLYgdnikGzN4nR/jbhLv9eawM83UExfQs6kC/wUE/a5XaAC1z7iByVLDKGf+LUMH/GD7RzP4H18aCtM7onfC1sKVfsqTN1saeOJOzRiBS3HlxSoELrtc/MVUxhwu472Qwxiz0CnEAAApD5HCcg+ju/u0h0xhQAAAGCkEAAApAHqFCYcnUIAAJD6oop/fHa8S9ykOTqFSF3JDmxOh0BqH0kkSS1UbeH3+EdM4HrA60hmEom9CLKnCHXAIsjWhJGMzvdt5bmYkO0XtrfouC3Rw5NY4k0OkezFq43C1LbtPOusxw+YbOb9LH0VobbdW9u6oN839Ch0CgEAQMqjJE3ikWgCAAAARgoBAEAaINEk4RgpBAAAACOFQErzBn4HmBWhPUaCip9GceQnIaXbk1GSmUTid0aTANtZZwoJODOGuZ1l1pOAMxZ5E0ts35FQxJOMYk00cS9bk0psM5p49mWdmcSYUcXSxgdf9ztooo+ffQedQac7MVKYcIwUAgAAgJFCAACQBhgpTDg6hQAAIPVRvDrh6BQCh8tXcF6c+CmAG2wzf9tZGvmJQwpaUNu7XUJjngIUFz6cfQUqQi1LvJjl5gaJTfN9/CCft+3zt8YUenZu+YVtxP21WuIFvQWmfRShlswYQmu8oo9OhJ97Ga/C1LZjxe3fSaid/8cRi04hAABIeRSvTjwSTQAAAMBIIQAASAMkmiQcI4UAAABgpBBIFUGDw43NbIHnPgL9bckgxna25AAfbVK+KG47AhWhtqyLVxHqg+2cztsETCLxw0j+sezISMbwnWjiWbYkeoS9xat9JIz4SSqxHj9gsfh4JZpYE4R87MfKz3cy1UWd4FlrHe0TMYwUAgAAgJFCAACQBogpTDg6hQAAIA0koFOYyAne0xCdQvRMyY6nSWCBa1/FhP3sJ07b+b60ZP4sjldh6qAFngPHHfooTB30+H74iUW1NDHWWQo+24pAh7zxgraYQm9haut+Ol5ubztf30k/n1vQWEA/han9BH0FLWidjnGGiCs6hQAAIPXx+DjhSDQBAAAAI4UAACANRB3FPe6EkjQujBQCAACAkUIgVViLR8cp8NtPMd14Fa/2HaLjo1286tQGvo9BC0x3M7PAtIU3YcR2HUE/I28R6KiPAtcKliASuAi1j2sLXHTcR6JJ3ApT96SkEid68BXvfSKGkUIAAAAwUggAANIA2ccJR6cQAACkPhJNEo5OIdAFvuL+glaBDipOgXeO7STjFHdo4+e0k/pHfLwKXNv2lexYRG+8YND76COG1BYvaBw/YPHosGU7M17Rsm8/38mAcXe+iofbArN8xAsGiQUM/J0ELOgUAgCA1Mfj44Qj0QQAACDJPv/8c/3qV7/SlClTdPzxxys3N1f5+fkaOXKkvvOd7+jjjz/ucPvm5mbdc889Oumkk1RQUKBevXpp3Lhxeu655wKfE51CAACQ+hx9OVoYt1f3Xc6MGTN09dVX6+mnn1Z+fr4uuOACnXHGGdq7d68efPBBnXjiiVq+fLl128bGRp1xxhmaNWuWtm3bpnPOOUennHKKXn31VV1yySW65ZZbAp0Tj48BAACSrHfv3vrP//xPTZs2Tccee2xsfX19vf7t3/5NTz31lC6//HJ98MEH6tWrl2vb2267TWvXrlV5eblefvlllZWVSZI2bNigcePGad68eRo3bpzOO++8Lp1TyHF63gP12tpalZSUaNitc5SRk9vdp4PuEMeg67gVio1XokO8Kj4HPAHfh/fTLuCl+EpiCfIdiGNQf/CC2omp6O27wLORaBKsje14RruASSRBb5GvJJJ4JZrEK9HF53aHK9J0QB/ce5tqampUXFwc/wN0oO139oR+1yoznB3XfbdGm7Vi52Pdcl0daWxsVL9+/VRXV6df//rXuvLKK2PvffHFF+rXr5+am5u1Zs0ajRkzxrXt3XffrTvvvFOnnnqqXnvttS4dl8fHAAAAKSQ/P18jRoyQJFVXV7veW7JkiZqbmzVo0CCjQyhJU6ZMkSS9/vrr2rFjR5eOS6cQAACkvmg0Ma8U1NLSEks0OeaYY1zvVVVVSZIqKiqs2w4dOlS9e/eWJP35z3/u0nHpFAIAgNQX9ySTBJS4iZP58+dr9+7dysvL08SJE13vbd26VZI0aNCgdrcfMGCAq61fJJoAAIAerba21rWck5OjnJycbjmXd955R9/97nclSXfeeaf69u3rer+urk6SVFBQ0O4+CgsLJZnX1Rk6heiZ4jjriDeo3RoI7j2enzaHcU4J4yOC3379wWZL8XX9fmaZSUHBZxkJcHF+EkbimGjiKxnET4KK33PyNkngbCW+EkbilCDSXUklKSuBxasHDhzoWv39739fd911V7ub3XrrrXrxxRe7fLj/+q//0tixY9t9f/v27Tr//PNVX1+vCy64QLNmzeryMQ4HnUIAANCjVVdXu7KPOxsl3LFjhzZv3tzl49TX17f73s6dOzV+/Hh98skn+vrXv65nnnlGoZDZ6y8qKpIkNTQ0dHqcrmZU0ykEAACpL+oo7tWmowf3V1xc3KUO1G9+8xv95je/idtpfP755zrzzDO1ZcsWTZgwQb/97W/b7ZgOGTJEkrRt27Z297d9+3ZXW79INAEAAOgmu3bt0plnnqn33ntP48eP14svvqjc3PZrKI8ePVqStH79euv7H330kfbu3StJGjVqVJfOhZFCIM5scVBGbJDf+DlvjJWtibFvW/xesL+u4xWbF/Lx173vWERz5503ScUEw8AxhZ038RPTF6/4PV9FqAPu237Arm/iN+4vSLyg738jcStO7/N4RyDHicpx4ltCJt7766rdu3frzDPP1F/+8heNHz9eL730kvLy8jrcZtKkScrOzta2bdv06quvGrUKFyxYIEk69dRT1b9//y6dDyOFAAAASbZ3716NHz9e7777riZMmOCrQyhJvXr10r//+79Lkq6//nrt2bMn9t7GjRt1zz33SJJuv/32Lp8TI4UAACD1OU4sBjCu++wm3/72t/X2228rFAqpd+/esY6e14UXXqgLL7zQtW7OnDlat26dXnvtNR1//PE688wz1dDQoJUrV6qlpUUzZszo8rzHEp1CAACQDpwEJJp0Y6ewLe7PcRw988wz7bYbMmSI0SnMz8/XK6+8ovvuu09PPvmklixZouzsbJ122mm64YYbdMkllwQ6JzqFAAAASfbKK68c1vbZ2dmaNWtWXGsZ0ikE2iSweHSgAte249uC+n0c37G18pF94eu8/Rw/aGHwoKMCngMGPn4Ck0H8bOPr+ElOIonXvv2IW+KF32LSQZNIfBzP1/ED7KdHiUbbqXp+GLo50STVkGgCAAAARgoBAEAaOMJiClMRI4UAAABgpBDokPePyATFGEo+4wwDtrEeL0DVZz8xbvEqeH1Y4hUM6UfQuD8P3/GLPgpT+ype7ef4iRxESWa8ns9jxSvOL5GxiD2ZE43KiXNMYXcXr041jBQCAACAkUIAAJAGiClMODqFAAAg9UWd+E9kTqfQJa0eHz/77LMaN26cevXqpYKCAp100km699571dLS0t2nBgAAkNbSZqTwpptu0gMPPKDMzEydeeaZKiws1Msvv6zvfe97eumll7Rs2TJfE0kDqcpX8kkc/6gNXPS6s/1ai3Ans5qxP4FOKWgySNDjJzH5w3ZrrXfbTw5PMhMmujnxg6SSJHIcSfEuXs1I4aHSYqTwt7/9rR544AEVFhbqjTfe0B/+8ActXLhQ77//vsrLy7VmzRrdeeed3X2aAAAAaSstOoVz5syRJM2aNUujR4+OrS8rK9PDDz8sSXrooYdUU1PTLecHAAASy4k6CXnhSynfKfz000/15ptvSpKmTJlivD927FgNHDhQTU1NWrJkSbJPDwAA4IiQ8jGFVVVVkqTevXvruOOOs7apqKhQdXW1qqqqdMUVVyTz9NDT+PmjMo6xQoGKRQeNe/NZ9DqQUMCbksw/4hN4rLgmTPr4vL3fCV93329B9XSMhYtn8eo4Hg9d5EQV/5hCilcfKuVHCrdu3SpJGjRoULttBg4c6GoLAACArkn5kcK6ujpJUkFBQbttCgsLJUm1tbXW95uamtTU1BRbbq8dAABITU7UkRPnOoUO2ccuKT9SGA9z585VSUlJ7NU2sggAANKEE03MCzEpP1JYVFQkSWpoaGi3TX19vSSpuLjY+n5lZaVmzJgRW66pqdGgQYMUbToQxzMF/keS44niWLovcYKe4xHyR3zgwY2gtQyDHP8IuddWxBQetrbfl905staqlrh/T1vF5BeHSvlO4ZAhQyRJ1dXV7bZpe6+trVdOTo5ycnJiy22Pjz964P/G5yQBAOgB6urqVFJSktRjZmdnq1+/flqzMzEVRvr166fs7OyE7DvdpHyncNSoUZKkPXv2aOvWrdYM5PXr10uSq4ZhR/r376/q6moVFRWprq5OAwcOVHV1dbsjjYiP2tpa7nUScb+Th3udXNzv5Gm719u2bVMoFFL//v2Tfg65ubnaunWrmpubE7L/7Oxs5ebmJmTf6SblO4UDBgzQySefrDfffFMLFizQ7bff7np/zZo1qq6uVk5OjiZNmuRrn+FwWAMGDJAkhf6nVEZxcTE/XJKEe51c3O/k4V4nF/c7eUpKSrr1Xufm5tJxS4K0SDS57bbbJEk//OEPtXHjxtj6PXv26Prrr5ck3XDDDUkf0gYAADhSpEWn8MILL9R3vvMd1dfX69RTT9XEiRP1jW98Q8OGDdM777yjMWPGaPbs2d19mgAAAGkrLTqFkvTAAw/o6aef1mmnnaa1a9dqyZIlGjBggH74wx/q5ZdfVl5eXqD95uTk6Pvf/74rEQWJwb1OLu538nCvk4v7nTzc654l5FC5EQAAoMdLm5FCAAAAJA6dQgAAANApBAAAQA/uFD777LMaN26cevXqpYKCAp100km699571dLClDdd0dLSopUrV+q73/2uTj75ZJWWliorK0v9+vXTBRdcoMWLF3e4/YoVKzRp0iSVlZUpLy9PI0eO1O233x6buhAdu/XWWxUKhRQKhXT33Xe32477HFxzc7N++tOfauzYserdu7dyc3M1YMAATZw4UU8//bR1G+53MNu2bdMNN9ygESNGKC8vT7m5uTruuON09dVX66233mp3O+63afPmzXrwwQc1depUlZeXKzMzs9OfE22C3s8PPvhAU6dO1YABA5STk6MBAwZo6tSp+uijj+J1WUg0pwe68cYbHUlOZmamc/bZZzsXX3yxU1pa6khyxo4d6zQ2Nnb3KaaN5cuXOzo4G6XTr18/59xzz3UuvfRS58QTT4ytv/baa51oNGpse9999zmSnFAo5PzzP/+zc8kllzj9+vVzJDkjRoxwdu3a1Q1XlD5effVVJxwOO6FQyJHkzJ4929qO+xxcdXW185WvfMWR5JSVlTnnnXeec9lllzn/9E//5OTn5zuTJ082tuF+B/P66687RUVFjiTn2GOPdS644ALnoosuco477rjYz+tnnnnG2I77bdf2e877au/nRJug93PNmjVOfn6+I8k54YQTnMsuu8w54YQTHElOQUGB89prryXiMhFnPa5TuGjRIkeSU1hY6GzYsCG2fteuXU55ebkjyZk5c2Y3nmF6WblypTN58mTnT3/6k/HeU0895WRkZDiSnP/+7/92vbdx40YnFAo5GRkZzpIlS2LrGxoanPHjxzuSrL9wcVBDQ4Nz/PHHO8cee6xz4YUXtvvDnvscXGNjozNy5EhHknPXXXc5zc3NrvcbGhqcqqoq1zrud3D/8A//EPsj8tB7HYlEnDvuuMOR5JSWljr79++Pvcf9bt8vfvEL55ZbbnGefPJJ57333nO+9a1vddopDHo/GxoanP79+zuSnMrKStd7lZWVjiRn4MCBDLikgR7XKTz55JMdSc7dd99tvLd69WpHkpOTk+Ps27evG87uyDNt2jRHkjN+/HjX+ksuucSR5Hz72982tvn444+dcDjsSHLee++9ZJ1qWvnOd77jSHIWL17sXH311e3+sOc+B3fnnXfGOil+cb+D2b17d2wk6/PPPzfeb21tdfLy8hxJzsaNG2Prud/+dfRzok3Q+/mzn/3MkeQMHz7ciUQirvcikYgzfPhwR5Lz6KOPxudikDA9Kqbw008/1ZtvvilJmjJlivH+2LFjNXDgQDU1NWnJkiXJPr0j0qhRoyRJ1dXVsXXNzc2xWEPb5zB48GCNGTNGkrRo0aIknGV6eeWVV/Tggw/qqquu6nC+b+5zcC0tLXrkkUckSd/97nd9bcP9Dq4rhZHLysokcb/j7XDuZ9vy5ZdfrnDY3a0Ih8O67LLLJEnPP/983M8b8dWjOoVVVVWSpN69e+u4446ztqmoqHC1xeF5//33JUnHHHNMbN2WLVvU2Ngo6cv77cXnYFdfX69//dd/Vd++ffWTn/ykw7bc5+A2btyo3bt3q3///rHpNP/zP/9T1113nWbNmqXFixcrGo26tuF+B1dYWKjTTz9dknTHHXe4Ev6i0ajuuusu7d+/XxMnTtTAgQMlcb/j7XDuZ9syn0P6y+zuE0imrVu3SpIGDRrUbpu2HzhtbRHczp079cQTT0iSJk+eHFvfdm9LS0tVVFRk3ZbPwe6WW27R1q1btWjRIvXq1avDttzn4N5++21J0oABAzRr1izde++9cg6Z/Omee+7RqFGj9Nvf/jb284T7fXh+8YtfaNKkSXrssce0ePFiVVRUKCMjQ1VVVfr000/1rW99Sw899FCsPfc7voLez7q6Ou3Zs0dS+79b27bbtWuXGhoaVFBQELfzRnz1qJHCuro6SerwC1lYWChJqq2tTco5HalaW1t15ZVXqqamRuXl5bruuuti7/E5BLNs2TL9/Oc/1+WXX64LL7yw0/bc5+DafslVVVXpnnvu0fXXX6/NmzerpqZGy5cv1/Dhw1VVVaVzzz03NqrF/T48I0aM0Guvvaazzz5bn376qV544QU9//zz2rp1q4YNG6Zx48apuLg41p77HV9B72fbdh1t27add1uknh7VKUTyTJ8+XStXrtRRRx2l5557TtnZ2d19SmmtpqZG06ZNU58+ffTggw929+kc8dpGBVtaWnTFFVfooYce0vDhw1VcXKwJEyZo+fLlys3N1bvvvqunnnqqm8/2yPDqq6+qvLxc7777rhYsWKCdO3dq7969eumll9TS0qJp06Zp2rRp3X2awBGtR3UK24bEGxoa2m3TVpzz0L9I0TU33nij5s+fr169esVGVQ7F59B1N910k7Zv366HHnooFmjfGe5zcIc+Pjt0lLvNoEGDdO6550o6WOj30G243123b98+XXTRRdq1a5eef/55XXHFFerbt6969eql8847T0uXLlV+fr5++ctf6o9//KMk7ne8Bb2fh/5baW/bQ4te81mkth7VKRwyZIgkdyasV9t7bW3RNTNnztRPf/pTlZaWatmyZbHs40O13dt9+/a5Hj0cis/BbdGiRcrMzNTDDz+scePGuV5Lly6VJM2fP1/jxo3T5ZdfLon7fDiGDh1q/X9bm88++0wS9/twLF68WLt27dLQoUP11a9+1Xj/0PVtnXDud3wFvZ9FRUXq3bu3pIMz0nS0XVlZGfGEKa5HdQrbOih79uxpN/B4/fr1kqTRo0cn7byOFLfeeqvuu+8+lZSUaNmyZe1moo0YMUL5+fmSvrzfXnwOptbWVq1atcp4/e1vf5Mkffzxx1q1apVef/11SdznwzF69GiFQiFJ0u7du61t2ta3xUtxv4Nr60x0NIpUUlIiSdq7d68k7ne8Hc79bFvmc0h/PapTOGDAAJ188smSpAULFhjvr1mzRtXV1crJyemw/htMs2bN0o9+9COVlJRo+fLlsftsk52dHXv0ZvscPvnkE61du1aSdNFFFyXmhNPMvn375BwsNm+8rr76aknS7Nmz5TiOPv74Y0nc58PRr18/jR07VtKXI1OHamlp0apVqyRJp5xyiiTu9+E49thjJUmbNm1STU2N8X5LS4s2btwoSbFyYtzv+Dqc+9m2/NRTTxmlmqLRaGyO8Isvvjju540467ay2d2kvWnudu/ezTR3Ad1+++2xKajWrVvna5sNGzbEplP6/e9/H1vP9FRd19FMBdzn4FasWOFIcnr16uWat7WlpcX5P//n/ziSnKKiImfnzp2x97jfwXz++edOQUGBI8m55JJLnLq6uth7TU1Nzv/+3//bkeRkZWU5H374Yew97rd/fmY0CXo/D53m7rbbbnO9d9tttzmSnAEDBjDNXRrocZ1Cx/lyirCsrCznnHPOcSZPnuyUlpY6kpwxY8bwxe2CF154ITY9VUVFhXP11VdbX7aO9qETr48bN8659NJLnWOOOabHT2TfVZ39sOc+Bzd79mxHkpOZmen80z/9k3PxxRc7Q4YMcSQ5eXl5zu9+9ztjG+53ML/+9a+dzMxMR5LTp08fZ9KkSc6//Mu/OMcee6wjyQmHw84jjzxibMf9ttuwYYPz1a9+NfYqKyuLdc4OXb9jxw7XdkHv55o1a5z8/HxHknPiiSc6l19+uXPiiSc6kpyCggLXH1ZIXT2yU+g4jvP00087//zP/+wUFxc7eXl5zoknnuj88Ic/dJqamrr71NLK448/HusUdvQaPHiwdfvly5c755xzjtO7d28nJyfHOf74453KykqntrY2uReSxvyMAHCfg/vDH/7gTJw40endu7eTlZXlDBw40Jk6dWqH8+lyv4P585//7EydOtUZOnSok5OT42RnZzuDBw92vvnNbzpvvPFGu9txv01//OMfff1s3rp1q7Ft0Pv5/vvvO1dddZXTv39/Jysry+nfv79z1VVXOR988EGCrhLxFnKcQ8r0AwAAoEfqUYkmAAAAsKNTCAAAADqFAAAAoFMIAAAA0SkEAACA6BQCAABAdAoBAAAgOoUAAAAQnUIAAACITiEAAABEpxAAAACiUwgAAADRKQQAAICk/w97mFAEni1bYgAAAABJRU5ErkJggg==\n", + "image/png": 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\n", 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" ] @@ -353,20 +375,24 @@ } ], "source": [ - "plt.imshow(ux.data[1].T, origin='lower')\n", + "plt.imshow(ux.data[1].T, origin='lower', cmap='seismic')\n", "plt.colorbar()\n", "plt.show()" ] }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 12, "id": "de93e90a", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "data": { - "image/png": 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\n", 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\n", "text/plain": [ "
" ] @@ -376,22 +402,25 @@ } ], "source": [ - "plt.imshow(uy.data[1].T, origin='lower')\n", + "plt.imshow(uy.data[1].T, origin='lower', cmap='seismic')\n", "plt.colorbar()\n", "plt.show()" ] }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 13, "id": "5897e063", "metadata": { - "scrolled": false + "scrolled": false, + "tags": [ + "nbval-ignore-output" + ] }, "outputs": [ { "data": { - "image/png": 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\n", 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\n", "text/plain": [ "
" ] @@ -401,13 +430,25 @@ } ], "source": [ - "plt.imshow(ux.data[1].T + uy.data[1].T, origin='lower')\n", + "plt.imshow(ux.data[1].T + uy.data[1].T, origin='lower', cmap='seismic')\n", "plt.colorbar()\n", "plt.show()" ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "dfb77f71", + "metadata": {}, + "outputs": [], + "source": [ + "assert np.isclose(np.linalg.norm(ux.data), 603.44977)\n", + "assert np.isclose(np.linalg.norm(uy.data), 603.44977)" + ] } ], "metadata": { + "celltoolbar": "Tags", "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", diff --git a/examples/19_elastic_2nd_order_sinusoid.ipynb b/examples/19_elastic_2nd_order_sinusoid.ipynb index 40d96ed..8db384c 100644 --- a/examples/19_elastic_2nd_order_sinusoid.ipynb +++ b/examples/19_elastic_2nd_order_sinusoid.ipynb @@ -7,14 +7,18 @@ "source": [ "# 2nd-order elastic with a diagonal boundary\n", "\n", - "Now we will consider an even more fancy boundary." + "This notebook considers an even more fancy boundary." ] }, { "cell_type": "code", "execution_count": 1, "id": "a3f4a47d", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "data": { @@ -53,7 +57,11 @@ "cell_type": "code", "execution_count": 2, "id": "c52480e7", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "name": "stderr", @@ -106,8 +114,10 @@ "nx = bg.n[0]\n", "ny = bg.n[1]\n", "\n", - "bc_list = [dv.Eq(nx*(lam+2*mu)*ux.dx + nx*lam*uy.dy + ny*mu*ux.dy + ny*mu*uy.dx, 0), # Velocity BCs\n", - " dv.Eq(nx*mu*ux.dy + nx*mu*uy.dx + ny*(lam+2*mu)*uy.dy + ny*lam*ux.dx, 0)]\n", + "bc_list = [dv.Eq(nx*(lam+2*mu)*ux.dx + nx*lam*uy.dy\n", + " + ny*mu*ux.dy + ny*mu*uy.dx, 0),\n", + " dv.Eq(nx*mu*ux.dy + nx*mu*uy.dx\n", + " + ny*(lam+2*mu)*uy.dy + ny*lam*ux.dx, 0)]\n", "\n", "bcs = BoundaryConditions(bc_list)" ] @@ -116,7 +126,11 @@ "cell_type": "code", "execution_count": 5, "id": "a990a2a6", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "name": "stdout", @@ -306,22 +320,26 @@ "cell_type": "code", "execution_count": 10, "id": "4622bcf5", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "Operator `Kernel` ran in 0.17 s\n" + "Operator `Kernel` ran in 0.14 s\n" ] }, { "data": { "text/plain": [ "PerformanceSummary([(PerfKey(name='section0', rank=None),\n", - " PerfEntry(time=0.16621599999999995, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[])),\n", + " PerfEntry(time=0.13337100000000002, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[])),\n", " (PerfKey(name='section1', rank=None),\n", - " PerfEntry(time=6.499999999999993e-05, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[]))])" + " PerfEntry(time=3.699999999999999e-05, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[]))])" ] }, "execution_count": 10, @@ -338,7 +356,11 @@ "cell_type": "code", "execution_count": 11, "id": "5a840943", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "data": { @@ -361,7 +383,11 @@ "cell_type": "code", "execution_count": 12, "id": "de93e90a", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "data": { @@ -382,14 +408,18 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 13, "id": "31911e90", "metadata": {}, "outputs": [], - "source": [] + "source": [ + "assert np.isclose(np.linalg.norm(ux.data), 511.65524)\n", + "assert np.isclose(np.linalg.norm(uy.data), 340.18506)" + ] } ], "metadata": { + "celltoolbar": "Tags", "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", diff --git a/examples/1_horizontal_surface_acoustic.ipynb b/examples/1_horizontal_surface_acoustic.ipynb index a4a4a46..35cd0f4 100644 --- a/examples/1_horizontal_surface_acoustic.ipynb +++ b/examples/1_horizontal_surface_acoustic.ipynb @@ -5,29 +5,29 @@ "id": "f58a608d", "metadata": {}, "source": [ - "# 2nd-order acoustic horizontal boundary\n", + "# 2nd-order acoustic with horizontal free-surface\n", "\n", - "In this notebook, I will outline the process of implementing a horizontal immersed boundary in Devito using Schism. The boundary is located half a grid increment above index 50. On this surface, we will impose an acoustic free-surface boundary condition.\n", - "\n", - "Note that for the time being, the Devito branch `deriv-subs` is required for Schism to function." + "In this notebook, the process of implementing a horizontal free-surface immersed boundary in Devito using Schism is shown. The boundary is located half a grid increment above index 50." ] }, { "cell_type": "code", "execution_count": 1, "id": "d33ef918", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "data": { - "image/png": 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\n", 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JiooyNWvWNM2aNTPTp08vVe/IkSNmyJAhxul0mjp16phbb73VHDhw4KS33v38889ltqvkNjVjjDl69Kh58MEHTb169UytWrXMDTfcYDIzM0ud8/fffzeDBw829evXN7Vr1zYJCQlm586dpnHjxh63ipVcY/PmzSftn/z8fFO3bl3jdDrN0aNHy92vW7duNZdffrmx2+2mUaNGJikpycyePdtIMllZWR51165daxISEozT6TTBwcGmadOmZtCgQeaLL77wqPfxxx+bLl26mJCQEONwOMwNN9xgduzY4VHnZP05cOBAU6tWrVLtvPLKK02rVq08ygoKCszUqVNNq1atjN1uN3Xr1jXt27c3Tz75pMnNzXXX27lzp7niiitMSEiIkeTu25O14Y/2799vAgMDzQUXXHDyTjzB8uXLzd13322aN29uateubYKCgsz5559vRowYYbKzsz3qNm7c2P3n2WazGYfDYVq1amWGDh1qNm3aVOb5JZnExMRytwfwBzZjeHQUcDrHjx9XVFSUbrjhBr388stenWvkyJF68cUXdejQoZMulqsufvnlFzVs2FATJkzQ+PHjK7s5gGUxZw+Uw7vvvquff/651MtRTufo0aMen3/99VctWrRIXbt2rfaBXip+VHFRUZHuuuuuym4KYGnM2QOnsGnTJn311Vd66qmn1K5dO1155ZVndHxcXJy6deumFi1aKDs7Wy+//LLy8vKq/Sh2zZo12rFjhyZNmqTevXuXeswvAN8ijQ+cwqBBg7R48WK1bdtWCxcuPONnsf/f//2f/vGPf+g///mPbDabLrnkEk2cOLHaP7ClW7du2rBhg7p06aLFixef8ln4ALxHsAcAwMf27t2rRx99VMuXL9eRI0d0/vnnKzk52X0XizFGEydO1IIFC5STk6MuXbpo3rx5atasWYW0hzl7AAB86Pfff1eXLl1Us2ZNLV++XDt27NCzzz7rftCYJE2bNk2zZ8/W/PnztWnTJtWqVUsJCQk6duxYhbTpjIP9+vXrdcMNNygqKko2m839qssSxhhNmDBBDRs2VEhIiOLj493P/i7x22+/qX///nI4HAoNDdWQIUPcT2cDAMCfTZ06VdHR0UpOTtall16q2NhYXXvtte5nkBhjNGvWLD3++OPq1auX2rRpo9dee0379u0rFVN95YwX6B0+fFgXX3yx7r77bt18882l9pf8Wnn11VcVGxur8ePHKyEhQTt27FBwcLAkqX///tq/f79Wr16twsJCDR48WMOGDdOSJUvK1QaXy6V9+/apTp06PPkKAPyQMUYHDx5UVFSUAgIqJsl87NgxFRQU+ORcxphS8cZut8tut5eq+/777yshIUF9+/bVunXrdO655+qBBx7Q0KFDJUm7d+9WVlaWx9odp9OpTp06KS0tTf369fNJm0/8An+aJLNs2TL3Z5fLZSIjI8306dPdZTk5OcZut5vXX3/dGGPMjh07Sj3AZPny5cZms5m9e/eW67olD1BhY2NjY/PvLTMz05swdFJHjx41keGBPmtn7dq1S5X98SFef2S3243dbjfjxo0zW7ZsMS+++KIJDg42CxcuNMYY869//ctIMvv27fM4rm/fvubWW2+tkP7w6a135fm1kpaWptDQUI/XqMbHxysgIECbNm3STTfdVOq8+fn5ys/Pd382/11T2FXXq4Zq+vIrAADOguMq1Gf6Z7leafxnFBQUKOtAkXanN5ajjneZg7yDLsW2/0mZmZnux4ZLKnNULxVnnzt06KDJkydLktq1a6ft27dr/vz5GjhwoFdt+bN8GuyzsrIkSRERER7lERER7n1ZWVkKDw/3bESNGgoLC3PXOVFSUpKefPLJUuU1VFM1bAR7APA7xWO2Cp+KddQJ8DrYu8/lcHgE+5Np2LChWrZs6VHWokULvf3225LkfpV1dna2GjZs6K6TnZ2ttm3b+qStJ/KL1fjjxo1Tbm6ue8vMzKzsJgEA/ECRcflkOxNdunQp9SrqXbt2uV9THRsbq8jISKWmprr35+XladOmTYqLi/P+S5fBpyP78vxaiYyM1IEDBzyOO378uH777Tf38Sc62SIIAABOxSUjV0kawYtznIlRo0apc+fOmjx5sm699VZ9/vnneumll/TSSy9JKs5mjBw5Uk8//bSaNWvmXsweFRWl3r17e9XWk/HpyL48v1bi4uKUk5Oj9PR0d501a9bI5XKV+7WYAACUh8tH/zsTHTt21LJly/T666+rdevWeuqppzRr1iz179/fXWfMmDEaMWKEhg0bpo4dO+rQoUNasWKF+641XzvjJ+gdOnTI/e7wdu3aacaMGerevbvCwsIUExOjqVOnasqUKR633n311Vcet9716NFD2dnZmj9/vvvWuw4dOpT71ru8vDw5nU51Uy/m7AHADx03hfpE7yk3N7dc8+BnqiRO7Mto5JMFelEX/qfC2no2nHEa/4svvlD37t3dn0ePHi1JGjhwoBYuXKgxY8bo8OHDGjZsmHJyctS1a9dSv1ZSUlI0fPhwXX311QoICFCfPn00e/ZsH3wdAAD+p8gYFXn5VHhvj68K/PLZ+IzsAcC/na2R/U87o3wysm/cfJ9fj+z9YjU+AAD483ifPQDAslwyKjrLq/GrIoI9AMCyKuPWu6qIND4AABbHyB4AYFmsxi9GsAcAWJbrv5u35/B3pPEBALA4RvYAAMsq8sFqfG+PrwoI9gAAyyoyxZu35/B3BHsAgGUxZ1+MOXsAACyOkT0AwLJcsqlINq/P4e8I9gAAy3KZ4s3bc/g70vgAAFgcI3sAgGUV+SCN7+3xVQHBHgBgWQT7YqTxAQCwOEb2AADLchmbXMbL1fheHl8VEOwBAJZFGr8YaXwAACyOkT0AwLKKFKAiL8e1RT5qS2Ui2AMALMv4YM7eMGcPAEDVxZx9MebsAQCwOEb2AADLKjIBKjJeztlb4Nn4BHsAgGW5ZJPLyyS2S/4f7UnjAwBgcYzsAQCWxQK9YgR7AIBl+WbOnjQ+AACo4hjZAwAsq3iBnpcvwiGNDwBA1eXyweNyWY0PAACqPEb2AADLYoFeMYI9AMCyXArgoToi2AMALKzI2FTk5VvrvD2+KmDOHgAAi2NkDwCwrCIfrMYvIo0PAEDV5TIBcnm5QM9lgQV6pPEBALA4RvYAAMsijV+MYA8AsCyXvF9N7/JNUyoVaXwAACyOkT0AwLJ881Ad/x8XE+wBAJblm8fl+n+w9/9vAAAATomRPQDAsniffTGCPQDAskjjF/P/bwAAwEmU3Gfv7fZnTZkyRTabTSNHjnSXHTt2TImJiapXr55q166tPn36KDs72wff9uQI9gAAVIDNmzfrxRdfVJs2bTzKR40apQ8++EBLly7VunXrtG/fPt18880V2haCPQDAslzG5pPtTB06dEj9+/fXggULVLduXXd5bm6uXn75Zc2YMUNXXXWV2rdvr+TkZG3YsEEbN2705Vf3QLAHAFiWywcp/JL77PPy8jy2/Pz8k143MTFRPXv2VHx8vEd5enq6CgsLPcqbN2+umJgYpaWlVUwniGAPAEC5REdHy+l0urekpKQy673xxhvasmVLmfuzsrIUFBSk0NBQj/KIiAhlZWVVRLMlsRofAGBhvnnFbfHxmZmZcjgc7nK73V6qbmZmph566CGtXr1awcHBXl3Xlwj2AADLKpJNRV7eJ19yvMPh8Aj2ZUlPT9eBAwd0ySWX/O/4oiKtX79ezz//vFauXKmCggLl5OR4jO6zs7MVGRnpVTtPhWAPAICPXH311fr66689ygYPHqzmzZvr0UcfVXR0tGrWrKnU1FT16dNHkpSRkaE9e/YoLi6uwtpFsAcAWJYv0/jlUadOHbVu3dqjrFatWqpXr567fMiQIRo9erTCwsLkcDg0YsQIxcXF6bLLLvOqnadCsAcAWFaR5IM0vm/NnDlTAQEB6tOnj/Lz85WQkKAXXnjBx1fxRLAHAKACffLJJx6fg4ODNXfuXM2dO/estYFgDwCwrLOdxq+qCPYAAMviRTjFCPYAAMsyPnjFrbHAK259/nOlqKhI48ePV2xsrEJCQtS0aVM99dRTMsa46xhjNGHCBDVs2FAhISGKj4/Xd9995+umAAAAVUCwnzp1qubNm6fnn39e3377raZOnapp06Zpzpw57jrTpk3T7NmzNX/+fG3atEm1atVSQkKCjh075uvmAACqsZI0vrebv/N5Gn/Dhg3q1auXevbsKUlq0qSJXn/9dX3++eeSikf1s2bN0uOPP65evXpJkl577TVFRETo3XffVb9+/XzdJABANfVn31p34jn8nc9/rnTu3FmpqanatWuXJOnLL7/UZ599ph49ekiSdu/eraysLI83/jidTnXq1Omkb/zJz88v9bYhAABQPj4f2Y8dO1Z5eXlq3ry5AgMDVVRUpEmTJql///6S5H6rT0REhMdxp3rjT1JSkp588klfNxUAYHElr6n19hz+zuff4K233lJKSoqWLFmiLVu26NVXX9UzzzyjV1999U+fc9y4ccrNzXVvmZmZPmwxAMCqStL43m7+zucj+0ceeURjx451z71fdNFF+umnn5SUlKSBAwe63+qTnZ2thg0buo/Lzs5W27Ztyzyn3W4v81WCAADg9Hw+sj9y5IgCAjxPGxgYKJfLJUmKjY1VZGSkUlNT3fvz8vK0adOmCn3jDwCg+nEpwCebv/P5yP6GG27QpEmTFBMTo1atWmnr1q2aMWOG7r77bkmSzWbTyJEj9fTTT6tZs2aKjY3V+PHjFRUVpd69e/u6OQCAaqzI2FTkZRre2+OrAp8H+zlz5mj8+PF64IEHdODAAUVFRenee+/VhAkT3HXGjBmjw4cPa9iwYcrJyVHXrl21YsUKBQcH+7o5AABUezbzx0fb+Ym8vDw5nU51Uy/VsNWs7OYAAM7QcVOoT/SecnNz5XA4fH7+kjhx7/o+stf2Lk7kHyrUi1e8XWFtPRt4Nj4AwLKMD956Z3iCHgAAVVeRbCry8kU23h5fFfj/zxUAAHBKjOwBAJblMt4/297ldyvbSiPYAwAsy+WDOXtvj68K/P8bAACAU2JkDwCwLJdscnm5wM7b46sCgj0AwLJ4gl4x0vgAAFgcI3sAgGWxQK8YwR4AYFkuef8+eivM2fv/zxUAAHBKjOwBAJZlfLAa31hgZE+wBwBYlsv4II1vgdX4BHsAgGWxQK+Y/38DAABwSozsAQCWRRq/GMEeAGBZPC63GGl8AAAsjpE9AMCySOMXI9gDACyLYF+MND4AABbHyB4AYFmM7IsR7AEAlkWwL0YaHwAAi2NkDwCwLCPv75M3vmlKpSLYAwAsizR+MYI9AMCyCPbFmLMHAMDiGNkDACyLkX0xgj0AwLII9sVI4wMAYHGM7AEAlmWMTcbLkbm3x1cFBHsAgGXxPvtipPEBALA4RvYAAMtigV4xgj0AwLKYsy9GGh8AAB9KSkpSx44dVadOHYWHh6t3797KyMjwqHPs2DElJiaqXr16ql27tvr06aPs7OwKaxPBHgBgWSVpfG+3M7Fu3TolJiZq48aNWr16tQoLC3Xttdfq8OHD7jqjRo3SBx98oKVLl2rdunXat2+fbr75Zl9/fTfS+AAAy6qMNP6KFSs8Pi9cuFDh4eFKT0/XFVdcodzcXL388stasmSJrrrqKklScnKyWrRooY0bN+qyyy7zqr1lYWQPALAs44NRfUmwz8vL89jy8/PL1Ybc3FxJUlhYmCQpPT1dhYWFio+Pd9dp3ry5YmJilJaW5uMeKEawBwCgHKKjo+V0Ot1bUlLSaY9xuVwaOXKkunTpotatW0uSsrKyFBQUpNDQUI+6ERERysrKqoimk8YHAFiXkWSM9+eQpMzMTDkcDne53W4/7bGJiYnavn27PvvsM+8a4SWCPQDAslyyyeajJ+g5HA6PYH86w4cP14cffqj169erUaNG7vLIyEgVFBQoJyfHY3SfnZ2tyMhIr9p6MqTxAQDwIWOMhg8frmXLlmnNmjWKjY312N++fXvVrFlTqamp7rKMjAzt2bNHcXFxFdImRvYAAMuqjNX4iYmJWrJkid577z3VqVPHPQ/vdDoVEhIip9OpIUOGaPTo0QoLC5PD4dCIESMUFxdXISvxJYI9AMDCXMYm21l+XO68efMkSd26dfMoT05O1qBBgyRJM2fOVEBAgPr06aP8/HwlJCTohRde8Kqdp0KwBwDAh0w5VgQGBwdr7ty5mjt37lloEcEeAGBhxvhgNb6Xx1cFBHsAgGXxIpxirMYHAMDiGNkDACyLkX0xgj0AwLIqYzV+VUSwBwBYFgv0ijFnDwCAxTGyBwBYVvHI3ts5ex81phIR7AEAlsUCvWKk8QEAsDhG9gAAyzL63/vovTmHvyPYAwAsizR+MdL4AABYHCN7AIB1kceXVEEj+7179+rOO+9UvXr1FBISoosuukhffPGFe78xRhMmTFDDhg0VEhKi+Ph4fffddxXRFABAdfbfNL43m0jjl/b777+rS5cuqlmzppYvX64dO3bo2WefVd26dd11pk2bptmzZ2v+/PnatGmTatWqpYSEBB07dszXzQEAVGMlT9DzdvN3Pk/jT506VdHR0UpOTnaXxcbGuv/bGKNZs2bp8ccfV69evSRJr732miIiIvTuu++qX79+vm4SAADVms9H9u+//746dOigvn37Kjw8XO3atdOCBQvc+3fv3q2srCzFx8e7y5xOpzp16qS0tLQyz5mfn6+8vDyPDQCA0/E2he+L1fxVgc+D/Q8//KB58+apWbNmWrlype6//349+OCDevXVVyVJWVlZkqSIiAiP4yIiItz7TpSUlCSn0+neoqOjfd1sAIAVlcy5e7v5OZ8He5fLpUsuuUSTJ09Wu3btNGzYMA0dOlTz58//0+ccN26ccnNz3VtmZqYPWwwAgLX5PNg3bNhQLVu29Chr0aKF9uzZI0mKjIyUJGVnZ3vUyc7Odu87kd1ul8Ph8NgAADgdFugV83mw79KlizIyMjzKdu3apcaNG0sqXqwXGRmp1NRU9/68vDxt2rRJcXFxvm4OAKA6Mz7a/JzPV+OPGjVKnTt31uTJk3Xrrbfq888/10svvaSXXnpJkmSz2TRy5Eg9/fTTatasmWJjYzV+/HhFRUWpd+/evm4OAADVns+DfceOHbVs2TKNGzdOf/vb3xQbG6tZs2apf//+7jpjxozR4cOHNWzYMOXk5Khr165asWKFgoODfd0cAEA1xrPxi9mM8b/ZiLy8PDmdTnVTL9Ww1azs5gAAztBxU6hP9J5yc3MrZB1WSZyIeWmCAkK8G0i6jh7TnmF/q7C2ng28CAcAAIvjRTgAAMsijV+MYA8AsC7eeieJYA8AsDTbfzdvz+HfmLMHAMDi/HpkH+ioo0BbUGU3AwBwhowpkM7GO81I40vy82APAMApEewlkcYHAMDyGNkDAKzLF6+o5da7SnZupBRor+xWAADOVFH+WZmz98Vb6/zvObOlkcYHAMDi/HtkDwDAqbBATxLBHgBgZczZS/LzYH8sspZq1OC1uADgb44fryF9W9mtqD78OtgDAHAqNlO8eXsOf0ewBwBYF3P2kvw82B9tUFOBQTUruxkAgDNUVFB0di7EnL0kbr0DAMDy/HpkDwDAKZHGl0SwBwBYGcFekp8H+6MNAhRoZyYCAPxNUT7/dp9Nfh3sAQA4JUb2kgj2AAArYzW+JFbjAwBgeX49ss+vZxQQbIH8CgBUM65jZ+ffbp6gV8yvgz0AAKfEnL0k0vgAAFSIuXPnqkmTJgoODlanTp30+eefV1pb/HpkXxBWpICQs/TIRQCAz7iOWvvf7jfffFOjR4/W/Pnz1alTJ82aNUsJCQnKyMhQeHj4WW8PI3sAgGXZ9L95+z+9/fdceXl5Hlt+fv5JrztjxgwNHTpUgwcPVsuWLTV//nydc845euWVV87K9z4RwR4AYF0lt955u0mKjo6W0+l0b0lJSWVesqCgQOnp6YqPj3eXBQQEKD4+XmlpaWfla5/Ir9P4AACcLZmZmXI4HO7Pdru9zHq//PKLioqKFBER4VEeERGhnTt3VmgbT8avg31I/SMKPMfa8z4AYEVFR06eAvcpH67GdzgcHsHen/h1sAcA4JQq4da7+vXrKzAwUNnZ2R7l2dnZioyM9LIxfw5z9gAA+FBQUJDat2+v1NRUd5nL5VJqaqri4uIqpU2M7AEAllVZT9AbPXq0Bg4cqA4dOujSSy/VrFmzdPjwYQ0ePNi7xvxJfh3sY+r+rhq1yl4gAQCouo7b8/Xd2bhQJT1B77bbbtPPP/+sCRMmKCsrS23bttWKFStKLdo7W/w62AMAUFUNHz5cw4cPr+xmSCLYAwCsjGfjS/LzYN/SmSV77ZqV3QwAwBnKr1Go1NNX8xpvvSvGanwAACzOr0f2AACc0h8ed+vVOfwcwR4AYF3M2Uvy82B/aa0fdE7twMpuBgDgDB0xZ+dR58zZF2POHgAAi/PrkT0AAKdEGl+Snwf7DvZs1bGTnAAAf3OwwHV2LuSDNL4Vgj2REgAAi/PrkT0AAKdEGl8SwR4AYGUEe0l+Huwja9SWowYzEQDgb2rVcEk6UNnNqDb8OtgDAHAq3GdfjGExAAAWR7AHAMDiSOMDAKyLBXqSCPYAAAtjzr4YwR4AYG0WCNbeYs4eAACLY2QPALAu5uwlEewBABbGnH0x0vgAAFgcI3sAgHWRxpdEsAcAWBhp/GIVnsafMmWKbDabRo4c6S47duyYEhMTVa9ePdWuXVt9+vRRdnZ2RTcFAIBqqUKD/ebNm/Xiiy+qTZs2HuWjRo3SBx98oKVLl2rdunXat2+fbr755opsCgCgOjI+2vxchQX7Q4cOqX///lqwYIHq1q3rLs/NzdXLL7+sGTNm6KqrrlL79u2VnJysDRs2aOPGjRXVHABAdUSwl1SBwT4xMVE9e/ZUfHy8R3l6eroKCws9yps3b66YmBilpaWVea78/Hzl5eV5bAAAoHwqZIHeG2+8oS1btmjz5s2l9mVlZSkoKEihoaEe5REREcrKyirzfElJSXryyScroqkAAAtjgV4xn4/sMzMz9dBDDyklJUXBwcE+Oee4ceOUm5vr3jIzM31yXgCAxZHGl1QBI/v09HQdOHBAl1xyibusqKhI69ev1/PPP6+VK1eqoKBAOTk5HqP77OxsRUZGlnlOu90uu93u66YCAKyO++wlVUCwv/rqq/X11197lA0ePFjNmzfXo48+qujoaNWsWVOpqanq06ePJCkjI0N79uxRXFycr5sDAEC15/NgX6dOHbVu3dqjrFatWqpXr567fMiQIRo9erTCwsLkcDg0YsQIxcXF6bLLLvN1cwAA1Rhz9sUq5Ql6M2fOVEBAgPr06aP8/HwlJCTohRdeqIymAACsjDS+pLMU7D/55BOPz8HBwZo7d67mzp17Ni4PAEC1xrPxAQCWRRq/GMEeAGBdpPEl8T57AAAsj5E9AMC6GNlLItgDACzM9t/N23P4O9L4AABYHCN7AIB1kcaXRLAHAFgYt94VI9gDAKyLkb0k5uwBALA8RvYAAGuzwMjcWwR7AIBlMWdfjDQ+AAAWx8geAGBdLNCTxMgeAGBhJWl8b7eK8OOPP2rIkCGKjY1VSEiImjZtqokTJ6qgoMCj3ldffaXLL79cwcHBio6O1rRp0874WozsAQCoBDt37pTL5dKLL76o888/X9u3b9fQoUN1+PBhPfPMM5KkvLw8XXvttYqPj9f8+fP19ddf6+6771ZoaKiGDRtW7msR7AEA1lWF0/jXXXedrrvuOvfn8847TxkZGZo3b5472KekpKigoECvvPKKgoKC1KpVK23btk0zZsw4o2BPGh8AYFm+TOPn5eV5bPn5+T5vb25ursLCwtyf09LSdMUVVygoKMhdlpCQoIyMDP3+++/lPi/BHgCAcoiOjpbT6XRvSUlJPj3/999/rzlz5ujee+91l2VlZSkiIsKjXsnnrKyscp+bYA8AsC7jo01SZmamcnNz3du4cePKvOTYsWNls9lOue3cudPjmL179+q6665T3759NXToUB93AnP2AAAr8+GcvcPhkMPhOG31hx9+WIMGDTplnfPOO8/93/v27VP37t3VuXNnvfTSSx71IiMjlZ2d7VFW8jkyMrIcjS9GsAcAWFZlPEGvQYMGatCgQbnq7t27V927d1f79u2VnJysgADPhHtcXJwee+wxFRYWqmbNmpKk1atX68ILL1TdunXL3SbS+AAAVIK9e/eqW7duiomJ0TPPPKOff/5ZWVlZHnPxd9xxh4KCgjRkyBB98803evPNN/Xcc89p9OjRZ3QtRvYAAOuqwrferV69Wt9//72+//57NWrUyPOSpviiTqdTq1atUmJiotq3b6/69etrwoQJZ3TbnUSwBwBYmM0Y2Yx30drb409m0KBBp53bl6Q2bdro008/9epapPEBALA4RvYAAOuqwmn8s4lgDwCwLN5nX4w0PgAAFsfIHgBgXaTxJRHsAQAWRhq/GGl8AAAsjpE9AMC6SONLItgDACyMNH4xgj0AwLoY2Utizh4AAMtjZA8AsDQrpOG9RbAHAFiXMcWbt+fwc6TxAQCwOEb2AADLYjV+MYI9AMC6WI0viTQ+AACWx8geAGBZNlfx5u05/B3BHgBgXaTxJZHGBwDA8hjZAwAsi9X4xQj2AADr4qE6kgj2AAALY2RfjDl7AAAsjpE9AMC6WI0viWAPALAw0vjFSOMDAGBxjOwBANbFanxJBHsAgIWRxi9GGh8AAItjZA8AsC5W40si2AMALIw0fjHS+AAAWBwjewCAdblM8ebtOfwcwR4AYF3M2Usi2AMALMwmH8zZ+6QllYs5ewAALM7nwT4pKUkdO3ZUnTp1FB4ert69eysjI8OjzrFjx5SYmKh69eqpdu3a6tOnj7Kzs33dFABAdVfyBD1vNz/n82C/bt06JSYmauPGjVq9erUKCwt17bXX6vDhw+46o0aN0gcffKClS5dq3bp12rdvn26++WZfNwUAUM2V3Hrn7ebvfD5nv2LFCo/PCxcuVHh4uNLT03XFFVcoNzdXL7/8spYsWaKrrrpKkpScnKwWLVpo48aNuuyyy3zdJAAAqrUKn7PPzc2VJIWFhUmS0tPTVVhYqPj4eHed5s2bKyYmRmlpaWWeIz8/X3l5eR4bAACnZXy0+bkKDfYul0sjR45Uly5d1Lp1a0lSVlaWgoKCFBoa6lE3IiJCWVlZZZ4nKSlJTqfTvUVHR1dkswEAFmEzxiebv6vQYJ+YmKjt27frjTfe8Oo848aNU25urnvLzMz0UQsBALC+CrvPfvjw4frwww+1fv16NWrUyF0eGRmpgoIC5eTkeIzus7OzFRkZWea57Ha77HZ7RTUVAGBVrv9u3p7Dz/l8ZG+M0fDhw7Vs2TKtWbNGsbGxHvvbt2+vmjVrKjU11V2WkZGhPXv2KC4uztfNAQBUY6Txi/l8ZJ+YmKglS5bovffeU506ddzz8E6nUyEhIXI6nRoyZIhGjx6tsLAwORwOjRgxQnFxcazEBwCgAvg82M+bN0+S1K1bN4/y5ORkDRo0SJI0c+ZMBQQEqE+fPsrPz1dCQoJeeOEFXzcFAFDd8Wx8SRUQ7E050h3BwcGaO3eu5s6d6+vLAwDwP754Ah5pfAAAqi5fPAHPCk/Q40U4AABYHCN7AIB1kcaXxMgeAGBhNpdvtoqWn5+vtm3bymazadu2bR77vvrqK11++eUKDg5WdHS0pk2bdsbnJ9gDAFDJxowZo6ioqFLleXl5uvbaa9W4cWOlp6dr+vTpeuKJJ/TSSy+d0flJ4wMArMsP0vjLly/XqlWr9Pbbb2v58uUe+1JSUlRQUKBXXnlFQUFBatWqlbZt26YZM2Zo2LBh5b4GI3sAgHX58K13J759NT8/3+vmZWdna+jQoVq0aJHOOeecUvvT0tJ0xRVXKCgoyF2WkJCgjIwM/f777+W+DsEeAIByiI6O9ngDa1JSklfnM8Zo0KBBuu+++9ShQ4cy62RlZSkiIsKjrOTzyd4UWxbS+AAAy/LFs+1Ljs/MzJTD4XCXn+wFbWPHjtXUqVNPec5vv/1Wq1at0sGDBzVu3Div2lceBHsAgHX5cM7e4XB4BPuTefjhh92Phz+Z8847T2vWrFFaWlqpHw0dOnRQ//799eqrryoyMlLZ2dke+0s+n+xNsWUh2AMA4EMNGjRQgwYNTltv9uzZevrpp92f9+3bp4SEBL355pvq1KmTJCkuLk6PPfaYCgsLVbNmTUnS6tWrdeGFF6pu3brlbhPBHgBgXUbev4++ghbjx8TEeHyuXbu2JKlp06Zq1KiRJOmOO+7Qk08+qSFDhujRRx/V9u3b9dxzz2nmzJlndC2CPQDAsnw5Z18ZnE6nVq1apcTERLVv317169fXhAkTzui2O4lgDwCwMiMfzNn7pCWn1aRJkzLfHNumTRt9+umnXp2bW+8AALA4RvYAAOvygyfonQ0EewCAdbkk2XxwDj9HGh8AAItjZA8AsCx/X43vKwR7AIB1MWcviTQ+AACWx8geAGBdjOwlEewBAFZGsJdEGh8AAMtjZA8AsC7us5dEsAcAWBi33hUj2AMArIs5e0nM2QMAYHmM7AEA1uUyks3LkbnL/0f2BHsAgHWRxpdEGh8AAMtjZA8AsDAfjOzl/yN7gj0AwLpI40sijQ8AgOUxsgcAWJfLyOs0PKvxAQCowoyrePP2HH6OND4AABbHyB4AYF0s0JNEsAcAWBlz9pII9gAAK2NkL4k5ewAALI+RPQDAuox8MLL3SUsqFcEeAGBdpPElkcYHAMDyGNkDAKzL5ZLk5UNxXP7/UB2CPQDAukjjSyKNDwCA5TGyBwBYFyN7SQR7AICV8QQ9SaTxAQCwPEb2AADLMsYl4+Urar09viog2AMArMsY79PwzNkDAFCFGR/M2Vsg2DNnDwCAxTGyBwBYl8sl2bycc2fOHgCAKow0viTS+AAAWB4jewCAZRmXS8bLND633gEAUJWRxpdEGh8AAMtjZA8AsC6XkWyM7An2AADrMkaSt7fe+X+wJ40PAIDFVVqwnzt3rpo0aaLg4GB16tRJn3/+eWU1BQBgUcZlfLL5u0oJ9m+++aZGjx6tiRMnasuWLbr44ouVkJCgAwcOVEZzAABWZVy+2SrQRx99pE6dOikkJER169ZV7969Pfbv2bNHPXv21DnnnKPw8HA98sgjOn78+Bldo1Lm7GfMmKGhQ4dq8ODBkqT58+fro48+0iuvvKKxY8eWqp+fn6/8/Hz357y8vLPWVgCA/zIuI+PlAj1TgXP2b7/9toYOHarJkyfrqquu0vHjx7V9+3b3/qKiIvXs2VORkZHasGGD9u/frwEDBqhmzZqaPHlyua9z1kf2BQUFSk9PV3x8/P8aERCg+Ph4paWllXlMUlKSnE6ne4uOjj5bzQUAoEIcP35cDz30kKZPn6777rtPF1xwgVq2bKlbb73VXWfVqlXasWOHFi9erLZt26pHjx566qmnNHfuXBUUFJT7Wmd9ZP/LL7+oqKhIERERHuURERHauXNnmceMGzdOo0ePdn/Ozc1VTEyM8g75/1ONAKA6Kvn3uyJHzZJ03OR7nYY/rkJJpbPKdrtddrv9T593y5Yt2rt3rwICAtSuXTtlZWWpbdu2mj59ulq3bi1JSktL00UXXeQRMxMSEnT//ffrm2++Ubt27cp1Lb+49e7EDi3p8MaX/FhJLQIA+MLBgwfldDp9ft6goCBFRkbqs6x/+uR8tWvXLpVVnjhxop544ok/fc4ffvhBkvTEE09oxowZatKkiZ599ll169ZNu3btUlhYmLKyssocHEtSVlZWua911oN9/fr1FRgYqOzsbI/y7OxsRUZGluscUVFRyszMlDFGMTExyszMlMPhqIjm+r28vDxFR0fTR6dAH50efVQ+9NPplfTRnj17ZLPZFBUVVSHXCQ4O1u7du88o1X0qxhjZbDaPspON6seOHaupU6ee8nzffvutXK7ijMNjjz2mPn36SJKSk5PVqFEjLV26VPfee68PWl7srAf7oKAgtW/fXqmpqe4Vhy6XS6mpqRo+fHi5zhEQEKBGjRq5R/gOh4O/WKdBH50efXR69FH50E+n53Q6K7yPgoODFRwcXKHXKMvDDz+sQYMGnbLOeeedp/3790uSWrZs6S632+0677zztGfPHklSZGRkqVvTSwbL5R0gS5WUxh89erQGDhyoDh066NJLL9WsWbN0+PBh9+p8AAD8VYMGDdSgQYPT1mvfvr3sdrsyMjLUtWtXSVJhYaF+/PFHNW7cWJIUFxenSZMm6cCBAwoPD5ckrV69Wg6Hw+NHwulUSrC/7bbb9PPPP2vChAnuBQkrVqwoNS8BAIBVORwO3XfffZo4caKio6PVuHFjTZ8+XZLUt29fSdK1116rli1b6q677tK0adOUlZWlxx9/XImJiWe0OLDSFugNHz683Gn7k7Hb7Zo4caJXqyGtjj46Pfro9Oij8qGfTo8+8jR9+nTVqFFDd911l44ePapOnTppzZo1qlu3riQpMDBQH374oe6//37FxcWpVq1aGjhwoP72t7+d0XVspqLvewAAAJWKF+EAAGBxBHsAACyOYA8AgMUR7AEAsDiCPQAAFue3wX7u3Llq0qSJgoOD1alTp1JPGKpOkpKS1LFjR9WpU0fh4eHq3bu3MjIyPOocO3ZMiYmJqlevnmrXrq0+ffqUemRxdTJlyhTZbDaNHDnSXUYfFdu7d6/uvPNO1atXTyEhIbrooov0xRdfuPcbYzRhwgQ1bNhQISEhio+P13fffVeJLT67ioqKNH78eMXGxiokJERNmzbVU0895fFCl+rWR+vXr9cNN9ygqKgo2Ww2vfvuux77y9Mfv/32m/r37y+Hw6HQ0FANGTJEhw4dOovfwuKMH3rjjTdMUFCQeeWVV8w333xjhg4dakJDQ012dnZlN61SJCQkmOTkZLN9+3azbds2c/3115uYmBhz6NAhd5377rvPREdHm9TUVPPFF1+Yyy67zHTu3LkSW115Pv/8c9OkSRPTpk0b89BDD7nL6SNjfvvtN9O4cWMzaNAgs2nTJvPDDz+YlStXmu+//95dZ8qUKcbpdJp3333XfPnll+bGG280sbGx5ujRo5XY8rNn0qRJpl69eubDDz80u3fvNkuXLjW1a9c2zz33nLtOdeujf/7zn+axxx4z77zzjpFkli1b5rG/PP1x3XXXmYsvvths3LjRfPrpp+b88883t99++1n+Jtbll8H+0ksvNYmJie7PRUVFJioqyiQlJVViq6qOAwcOGElm3bp1xhhjcnJyTM2aNc3SpUvddb799lsjyaSlpVVWMyvFwYMHTbNmzczq1avNlVde6Q729FGxRx991HTt2vWk+10ul4mMjDTTp093l+Xk5Bi73W5ef/31s9HEStezZ09z9913e5TdfPPNpn///sYY+ujEYF+e/tixY4eRZDZv3uyus3z5cmOz2czevXvPWtutzO/S+AUFBUpPT1d8fLy7LCAgQPHx8UpLS6vEllUdubm5kqSwsDBJUnp6ugoLCz36rHnz5oqJial2fZaYmKiePXt69IVEH5V4//331aFDB/Xt21fh4eFq166dFixY4N6/e/duZWVlefST0+lUp06dqk0/de7cWampqdq1a5ck6csvv9Rnn32mHj16SKKPTlSe/khLS1NoaKg6dOjgrhMfH6+AgABt2rTprLfZivziffZ/9Msvv6ioqKjM9/vu3LmzklpVdbhcLo0cOVJdunRR69atJRW/8zgoKEihoaEedSMiIs7ofcj+7o033tCWLVu0efPmUvvoo2I//PCD5s2bp9GjR+v//u//tHnzZj344IMKCgrSwIED3X1R1t+/6tJPY8eOVV5enpo3b67AwEAVFRVp0qRJ6t+/vyTRRycoT39kZWW5X/JSokaNGu73ucN7fhfscWqJiYnavn27Pvvss8puSpWSmZmphx56SKtXr66UV176C5fLpQ4dOmjy5MmSpHbt2mn79u2aP3++Bg4cWMmtqxreeustpaSkaMmSJWrVqpW2bdumkSNHKioqij5CleV3afz69esrMDCw1Crp7OzsM3q3rxUNHz5cH374odauXatGjRq5yyMjI1VQUKCcnByP+tWpz9LT03XgwAFdcsklqlGjhmrUqKF169Zp9uzZqlGjhiIiIqp9H0lSw4YNS702s0WLFh7v1pZUrf/+PfLIIxo7dqz69euniy66SHfddZdGjRqlpKQkSfTRicrTH5GRkTpw4IDH/uPHj+u3336rln1WEfwu2AcFBal9+/ZKTU11l7lcLqWmpiouLq4SW1Z5jDEaPny4li1bpjVr1ig2NtZjf/v27VWzZk2PPsvIyNCePXuqTZ9dffXV+vrrr7Vt2zb31qFDB/Xv39/939W9jySpS5cupW7b3LVrl/vd2rGxsYqMjPTop7y8PG3atKna9NORI0cUEOD5T2dgYKBcLpck+uhE5emPuLg45eTkKD093V1nzZo1crlc6tSp01lvsyVV9grBP+ONN94wdrvdLFy40OzYscMMGzbMhIaGmqysrMpuWqW4//77jdPpNJ988onZv3+/ezty5Ii7zn333WdiYmLMmjVrzBdffGHi4uJMXFxcJba68v1xNb4x9JExxbcl1qhRw0yaNMl89913JiUlxZxzzjlm8eLF7jpTpkwxoaGh5r333jNfffWV6dWrl6VvKzvRwIEDzbnnnuu+9e6dd94x9evXN2PGjHHXqW59dPDgQbN161azdetWI8nMmDHDbN261fz000/GmPL1x3XXXWfatWtnNm3aZD777DPTrFkzbr3zIb8M9sYYM2fOHBMTE2OCgoLMpZdeajZu3FjZTao0ksrckpOT3XWOHj1qHnjgAVO3bl1zzjnnmJtuusns37+/8hpdBZwY7OmjYh988IFp3bq1sdvtpnnz5uall17y2O9yucz48eNNRESEsdvt5uqrrzYZGRmV1NqzLy8vzzz00EMmJibGBAcHm/POO8889thjJj8/312nuvXR2rVry/w3aODAgcaY8vXHr7/+am6//XZTu3Zt43A4zODBg83Bgwcr4dtYE++zBwDA4vxuzh4AAJwZgj0AABZHsAcAwOII9gAAWBzBHgAAiyPYAwBgcQR7AAAsjmAPAIDFEewBALA4gj0AABZHsAcAwOL+H8sRYqTaxVLbAAAAAElFTkSuQmCC\n", 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" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -57,14 +57,18 @@ "id": "28823de4", "metadata": {}, "source": [ - "With our signed distance function as a Devito `Function`, we construct a `BoundaryGeometry` object." + "With a discretized signed distance function (SDF) as a Devito `Function`, a `BoundaryGeometry` object can be constructed. This carries out various calculations relating to the surface geometry and stores some attributes." ] }, { "cell_type": "code", "execution_count": 2, "id": "fb219aaf", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "name": "stderr", @@ -86,9 +90,9 @@ "id": "d101ae93", "metadata": {}, "source": [ - "This object uses the sdf to calculate boundary locations, normals, and distance to the boundary from each point. It also identifies the interior region and grid points which are boundary-adjacent.\n", + "This object uses the SDF to calculate boundary locations, normals, and distance to the boundary from each point. It also carries out interior-exterior sectioning and identifies grid points which are boundary-adjacent.\n", "\n", - "Next we need to define a `TimeFunction` for pressure." + "Next a `TimeFunction` is defined to represent pressure." ] }, { @@ -109,7 +113,7 @@ "id": "bad17d60", "metadata": {}, "source": [ - "With this we can define boundary conditions to be imposed on the surface. We do this by creating a list of equalities to hold on the surface and passing those to a BoundaryConditions object." + "With this, boundary conditions to be imposed on the surface can be defined. This is done by creating a list of equalities to hold on the surface as Devito `Eq` and passing those to a `BoundaryConditions` object." ] }, { @@ -133,7 +137,7 @@ "id": "1b810c1f", "metadata": {}, "source": [ - "In the case of the acoustic free surface for pressure, pressure is set to zero. By substituting this into the equation, we can obtain higher-order boundary conditions in the form of the laplacian of pressure, the biharmonic, and so forth. Equalities are supplied as simple Devito `Eq`. Under the hood, `BoundaryConditions` parses and sorts the expressions supplied.\n", + "In the case of the acoustic free surface for pressure, pressure is set to zero. By substituting this into the equation, we can obtain higher-order boundary conditions in the form of the laplacian of pressure, the biharmonic, and so forth. Under the hood, `BoundaryConditions` parses and sorts the expressions supplied.\n", "\n", "With this, we can assemble our `Boundary`" ] @@ -155,7 +159,7 @@ "id": "513510f7", "metadata": {}, "source": [ - "To get the substitution for a derivative expression, one passes a tuple of derivative objects to get modified stencils for to `Boundary.substitutions()`. In the case of a horizontal boundary with the acoustic free surface, we will need to substitute the `p.dx2` derivative stencil." + "To get substitutions for required derivative expressions, one passes a tuple of `Derivative` objects for which these stencils are required to `Boundary.substitutions()`. In the case of a horizontal boundary with the acoustic free surface, the `p.dx2` derivative stencil will require replacement." ] }, { @@ -163,7 +167,15 @@ "execution_count": 6, "id": "5c5c3c60", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Generating stencils for Derivative(p(t, x, y), (y, 2))\n" + ] + } + ], "source": [ "deriv = (p.dy2,)\n", "subs = boundary.substitutions(deriv)" @@ -174,27 +186,29 @@ "id": "070a89a6", "metadata": {}, "source": [ - "This yields a dictionary containing the modified stencil expressions, keyed with the derivatives that they replace. We can then use this to form the wave equation.\n", + "This yields a dictionary containing the modified stencil expressions, keyed with the derivatives that they replace. This can then be used to form the wave equation.\n", "\n", - "Before we do this however, we will set up a sponge layer around the edges of the domain." + "Before this however, a sponge layer around the edges of the domain will be set up." ] }, { "cell_type": "code", "execution_count": 7, "id": "e97de605", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "data": { - "image/png": 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\n", 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\n", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -224,7 +238,7 @@ "id": "f4afaf98", "metadata": {}, "source": [ - "We also need to specify a source term" + "A source term is also specified." ] }, { @@ -258,7 +272,7 @@ "id": "1418a18b", "metadata": {}, "source": [ - "Now we can specify our wave equation with damping terms." + "Writing the wave equation with damping terms:" ] }, { @@ -276,6 +290,8 @@ "id": "79bb56fe", "metadata": {}, "source": [ + "Note that one could alternatively replace `subs[p.dx2]` and use the `.subs(subs)` method on the symbolic expression to use the modified derivative stencils.\n", + "\n", "Then we can create the source injection term." ] }, @@ -294,14 +310,18 @@ "id": "8cf6bad0", "metadata": {}, "source": [ - "We can now form our operator and run it." + "The operator is formed and run." ] }, { "cell_type": "code", "execution_count": 11, "id": "5c7ed81b", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "name": "stderr", @@ -314,9 +334,9 @@ "data": { "text/plain": [ "PerformanceSummary([(PerfKey(name='section0', rank=None),\n", - " PerfEntry(time=0.009056000000000007, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[])),\n", + " PerfEntry(time=0.008874000000000007, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[])),\n", " (PerfKey(name='section1', rank=None),\n", - " PerfEntry(time=8e-06, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[]))])" + " PerfEntry(time=5.999999999999999e-06, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[]))])" ] }, "execution_count": 11, @@ -334,30 +354,32 @@ "id": "cc17ef77", "metadata": {}, "source": [ - "And finally plot the result." + "And finally the result is plotted." ] }, { "cell_type": "code", "execution_count": 12, "id": "29b9207c", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "data": { - "image/png": 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RQgjJZvCy5+8hsQ95N4AFEflRs+6pQcifA5nSiBBCSJmQPj65eFnn/zuQ2IDYz+uLOIMQvvkRQgjJZsBvfqp60WCP0A07P0IIIdmUMKAkZU9CCCFjB9/8CCGExNmcwNabDjs/QgghmYzypLS9ws6PEEJINuz8CCGEjB0llD1p8EIIIWTs4JsfIYSQTISyJyGEkLGi/0lpRxJ2foQQQjIQjvkRQgghZYBvfoQQQrKh7EkIIWTsYOdHCCFk7GDnRwghZKwoaWxPGrwQQggZO/jmRwghJBM6uRNCCBk/Stj5UfYkhBAydvDNjxBCSCZllD355kcIIWTs4JsfIYSQbEro6jA2nZ/32m7SlZa/XWXVpasrmro8pLHNPRhLZ7o8zfNW1tPnnXncy7NnanE9fWRpdj39/Wd2r6envzvp5dn+uNv3zOGmK+eyO4nWpHuZb2yvevlXdrh1q9tdmZszbpt23csCtbvIq32YihK77lkD6LkOU0IZpi9ytk2ZbZikp708vTwDYR1ruHTNVQNMzLl9T55qe3nqc24n1RW3rjXlHtDF/a45m7vIP9GlS1xdPPdsVxf3TS+sp48tz3h5nnrO1cXaU64uTj/n9l2fj1+P9oRLtyYldTkAtL065pIj099wVgdCCCFjSQk7P475EUIIGTvG8s3PKjfS9NdZqbM+75bXlp3UohVfj2hNGUlj0uU/c//J9fT/e87DXp4fnnpmPf3I8tnr6c82/+l6+tRTvj5SX3RlmHpqbj1dOekKqpNOt5zYt93LXzlzynxzWotWxaS9LNCapq6zkkyXEqaalgwkUP8a2nUa+5Vpl2dIQmW0TFsjtxQW2y5LVjMXTiMSaLjf2HMgLfdF2n6mqlMgPalz+qiTNqefW/bzHHHPu6w43bS9c9t6ujG7cz3dmvB/1+/b7/Jff+631tOxeggAf9Z+/nr68OH96+lK053PRCB7StsMe0zZMphrG7QfYjYbGakzoIx1aiw7P0IIIacBOz9CCCFjBzs/Qggh44QoZc8tR8zM3ppeW7NrAKiaoQY7xlZbMubVk4GdkNHpWzNuu4t3HFtPv3j2ES/LpXV3oD1VN2b3tZ0Xrqe/MbPHy2PH5mTF+V60Dx9BGrVl3z9juu32pxVn1q3VilnuDzrY71qxPiJ2m9TDd1aatLVeDwb28owNZlZAO2Yo6cu3LDnG70Ji7gnRsbzgu3dPs8ahIvdXzLhY1R++88b5po67TNPPLK2na08f8/K0jxxNPaRMuXFxWz9aM/6Nv3Cn29//M/sP6+nL687XYn/1lJfnoR3nraefndlrDuouTnXVP451wxBzPdq1ikl7WeJj6UhfToqh1J0fIYSQAihh78vOjxBCSDZlUFACxqbzk6js6d/VmnF1sO4NlVUbVcLX+VomEIvMOt+Jc6dPrKfPqppQFgB2V52J9v6WW3fGlJNAW9v90BgrO9ztau+YdsesO/eG9pwz6dZADq0ZeXPapCHWBSLUME0kGJNuTxgpLZRx0rN78k63e0QsncNtAoj+Ms09VjGMyt1vVJaYnBnuOxqtJedx4ln8urTq1trILZMn/Ys7fdRInc86TbT23In1dCt4dnXF+UdUtjsXHlsPVnYY2XO778Nk69X+iivc7qqT/89qz3t5bP219bo1aR744ILYdqJmh0NMhJeWH7gJ7bqR9iMS6LDhmB8hhJDxo4SdHyO8EEIIGTtK9eaXJaVZy6uKUUSqQcBqL5i1lUSN1WNzytcjGk7BxPSsk2d21pz12mpgEnmk5QLqHm67wNYVU+jqNt8UdWm/kzcXz3N5ts2f6fI/7bbXJXd8AGgfO7Geros9BxfAV9q+JiMtp8OstlyexoyRcaaCC2+eqpjM1iXp5InqkhUY22qi6cnTkEAHqDflLERc6kxP55Y9Y9t0FcBslhURadkEebZBqo3UOX3Ml++nnnN1pP6MCzJtn0+0/DxW6pRz3PO+YOrB0n5jYRrUHVuvDred1Lnf1MOwjtr6a+t1Y5sbJgjbgvq8+27bD9uuVFf9PDbQtUbqTld12UxJlK4OhBBCxhJ2foQQQsYOdn5bF2uVJp7sGTqpmoC8JjivtfBc3eZrDqs7naZ61qyTSurmoE82d3p5njRleGTlnPX0sVUnyUxM+BrT8n53nFMXulsnLee8PmMs0SrP+Y7COu8kHj3hgm7bKfwqjR1ensqKs6arrjoJtLLTzBsYXI+WMR71rEKzLNms07xX6Eg65HRl08z8m1TTczupb5y/q8R58geZohbRRqYLHdZt8PfJkybwuglSPXXYl9+rR5wzuX0O0TbW1XuDAA9nuu8LF7hn1NYDWz8mg7pj69VDSy6QxHL7acSw9XeXqdfP7nQSbNgWTJ6018qVx5c9/QvfNAEBvLkPgyDzpFjGpvMjhBDSG2Uc86O1JyGEkLGDb36EEEKyKeGb35bv/GLBqwHfvcFq6VVrghy4OlSa6VEzGjPuJXlld2CqvMuZVe+ddvbeDTPI9bcr53p5frDqxi0eXXATZX5/3o0NajAw1t7hxjEWznUjdVp1t7E5s2s9PTvruy3Unz3h8szNp6arTd/EfHrVHbO2PGPS7vjLy76A0Nhu3EKm7US/5lzqQWDr2HhgHpP91AXdy8NNokNug6zokYNmHrKHwNaxncfG9QCg0jBm+mbCWWPxj/qcX9Ipb5zP1YP6UVcPKsfmvDyeC07NjFHv3rWebpzl0gCwcL4be54/1z1vi2e58tj6EdadJ+acO09Tn7eefsZMgHvGhB/Y2tZfW6+f3uWOs7Lbn3B66rgrW8UEubbtSpd7lWmP2hNm/M+0X2Hw+E0Ner0Jrg4icj6A9wP4V0hO7ysAfllVvzeoY1L2JIQQMjREZAbAPQD+MYB/A+BnAfwQgHtFZDYrbz9s+Tc/QgghA2awb35vAHAJgB9W1UcBQES+CeAfALwRwPsGcdBSd34x2dPO4RcGtpa2lSCMe8N2k97l55nd5WScvZPOnWDO2Pw/sbTXy/PdOff9uVPOdHrZyIna8vUMmXAn1NzrTmJ+wsie06acs06mBIDt292+p77vyiYnTDDsZd+WvXLYXbiJJafXVBfcD7L6nikvz8ouExXGSKDWJSKMjGGjXFhJNCqHxuNv51uOjPo8BNmzb9r+13ggdyNtBvJbzc5lOe92YOffmzzha6UTx1ym6nH37Mu8kwm14UdbkSn3vOgu9+wvnevSc+fWvTyLZ7tyW5eGtglgbevH6rLftD1nXHhOLjoJ9egO9xxfsv2ol2fPhDsfW69tfV/d5ZfTthP1BSOBGtkzbHPsPfFcsjJkz01nsJ3fAQAPrHV8AKCqj4nIXwK4AQPq/IZ9SQkhhIwwAjebey+fHFwG4OGU5YcAXFrgqXiU+s2PEEJIAfT35rdPRB403w+q6kHzfQ+A4+jmGGzg4YIZaOcnIl8EcA2Ad6vqr5rluwHcDuAVAKYB3A/g36nqt/o6Xoa1Z0x2CCUIixfVZaeR73b70SPO2WYkEWPKdaLh5BUrcwLAk4fdPW2cdGaQYqJpaC0o26SxHpt0+ogauWdx2kigs36IiMY2py1u37ZrPT3ztDt+9YhvmQcjX+GUswqtLRsJdN6XV+un3Hmv7nLHXN1h5NAgMkbTC5Rt0p4c6tJa7c9aNItBSkw9zS+Yw1pTAoncSvvWutBGaKkt+oWZsFLnKSN3n3A7qJ3wo7XInJE3V82BbOD0XX7UoOY+J28unuOelblz3U1cOssv2+peI2/OuHTFXJC2iUCkK/5NFBNFZWHCPVRPrsSbwMoOV69svd5n6vsTu317jNWdbn9TJ4zsOe+uZ7fsadoj07S020YODZ6bUZrrLwdHVPWKYRciZGDVXEReA+AFKcsFwF0ArgXwCwBeiSTC1r0ict6gykMIIaQH+pA8c/7YO470N7zYG2EhDKTz67zZvR/AW1JWHwDwIgA/q6qfVNUvdpZVALx9EOUhhBDSB9rHZ2MOIRn3C7kUwN/2V/A4g5I9fxvAw6r6SRH5k2DdAQBPq+q9awtU9aSI3IXEsucXN9q594siy8ndWrnZYNYNu42fqV1Nn7PO+KSjvnPFZsG+aScHVozWenzFTfT3g7ltXp7GCSc11o+bgNHG8qs9GQTAnTXrKm5dfcqc3E530quT/u1tTjvdsLHNHXNlu5kbcIfvtDv5nLPMq5wwjvHL7hrIMd+ar77otLXaSSdrTexw+2rs8K3kGtuNJDrrfpM1XXZPDrXOwADQrqWnPTm0Gj4gZl0ldXEx1pmRBsDK8t3PbroFoH2OvXToOL3sdmid1CcW3EHrc77lZv2Uu4+1U+4eyoLZwbL/7KuZR1Gm3DPd3uWe95UzfWlw/mx37xfOiVhx7g6eqalgIsEODWPVKYvuZtcW/N/1lRXz7Bhr4oa6Mv9gyq+je6ecvHnWlHOAt/X96Z07vTyrO1x5bPtRXbL307/Ztj2y99QLQhC21Fb+Xvs/SIvMwVp73gngvSJyiap+FwBE5CIkL0n/YVAHLfzNT0ReDODnANwa2STLsucCEdmWso4QQkg5+QMAjwP4gojcICIHAHwBwJMAPjaogxba+YnIBJLCvldVH4lslmXZA0Sse0TkFhF5UEQebC4upG1CCCFkAAxyzE9VFwBcDeDvAfw3AJ8A8BiAq1V1PitvPxQte74difXmuwveLzqmsQcBYPrs8wccaY4QQsg6A25xOzE8XznYo/gU1vmJyAUA3gHg9QAmRcRGVZ4UkV0A5pBt2QP0Yd3T5eoQmcDWuj2Eedp1M+ZnxtjshLV7tvvm3rsn3PemGWQ6uuzGOhbm/CgotVNuu/qcibphytxaDQeczFhYxbg0mLGsiSk3gDC93R+fWTXuEYszbmyvacb/Vnf6Y36zu9xxZsz4X/2IdYEI3sTteKBJ1+fdvmsn/OsxaYJwN41LhnXXsMHFbSQbAGiZp601Ycd33PJ2zb+e3nhgJT3dNeaXZwwwbCjs+Ew7kg6DTNvn1XNbcDuresGn/RAv9UX3vbbgdl6bd4ODlQX/+RAzVouVYBBxfcf+WC1MhJTVfc7lZfFMd0MWzvLv1dKZ7hysC0N1hzvmdDAZrTX7XzVRkGTRPZ92nK82598oO65mx/W16h6ChVn/mTxqxsL3mQgvtr7vDNqCYzvdILVtP+wkt12uDrY9ikxs2+XqgE0kv+HKlqJI2fMSAFMA7kDSga19AOCtnfTlyLbs+d4gX3MJIYScPgN2dRgKRcqe3wBwVcrye5F0iB8H8CgSy56bRORKVb0PAERkB4DrAYSWoYQQQkjhFNb5qeoJAF8Nlyc+7XhCVb/a+X4nkogud4jI25C8Ed6GRFD6nb4KEQb3jZiIW1PjMFKCDbhsgzLbALp7zNxeADAdiepyYskE8F3wL3Vt0ZhBG/XJj9rhlw0VI9dIugTaMD+1JgLz8CkjibbqbucrM8YFYrsva9kg1UsmgPXsD5w0OXU4iPByzF0fG+AYq+74Eshq1Tl3DtUJV4aJaWM+b6Ta1lTgxjFTNevctfEl0NA9wqyLuUdkyJ52Xea8kpGoLJWIFA/40pgndS4bOXOxZZb797qy6K6vLJkHzNwDNAP3ARuVZdJda93m7m9jj3+vl/e77RbOcNd96Qy3r5V9wYNs5r+cmnbpatWdW6sVzBFpIrHYulSbN1LngjtmzY/P7g17iLm/th42gzpq6+/8rDvPXXUndYZtwZHtzvVh1dQl267Ug3tt26Ooq0PQtqGKzWWE3+B6ZdMDW6tqG8B1AO4G8BEAnwfQAnCVqj652eUhhBCSDWXPHtBwSuVk2TEAN3c+hBBCRpkR7sR6ZcvP6uBJSoE0UPHkBGNRZeWE4N23aSSzpglMUTeWk7unfKnDBtedbxgrtyUTMHoxiDhhVD9rzWfPoUvpMOqVVuxvCqeBWEVlpe3/7rBRMiaMNV1tu40K40thy8byctVYfi7vdcec3u9byU0fNZLoETPv3wkTNWQ+CJBsAmVjyWxn0tWT7pjVuv/o1o1UqiayjZq5Dtt1XytSM19ju+rSauRQ/zrnCyjcHWDdWvOZZ7Ll7rCs+ne70miZdSao84pJWwmzEUiYrVAz72CsG62cmXw3loq73D1d3ueu7dLewHJzn5E395oILUbanJj1Je6JifRoLaurRr4P5uPzpM45E8klNnwQHMLKiWoD3tug30EdtfXX1us9E67+h22BbSeas1b2NPP8Lfr32pfC7fNhtgnqsn3GBh7kmtaehBBCSDnY8m9+hBBCBoegmBC3o8bW7fxSAluHsmfUodgE4w0dn1tGwWvOuu22zzg5Y3vNdw5utp0MM9dwO1hdcrJHbcU/TkzqzDyfSCDjmrXSM6aKrWCOt9WmkfmMk/jEpLG+m/QDCluJasUExl7a6dIre/3HaMkE6p406aljE2a5H+x44qSdH9A4yS8Zq0Ur86365bTO9FKxUaqNLFYNhA6zndp1kfzJuhzNQDvQiMzzhraROlvt1OUAALsukt8rZy2QdI2VrE4bK9ltbnkY0GBlt9vH8p6KWW638cvZ3unuQ33GpWeMZXEl0IGbxpJzdcVIg0vpQaqBwIF92TiM2ykEraVkOGYQqVe2HlaCOmrrr63Xtr6HbcE2007Mzbpn3LYrYZvjDcnE2qyM89kUSbKEsufW7fwIIYRsCqNstdkrHPMjhBAydmz5N78sa0/PiqqV/tMllCCa08bpdZvTUXZMOTnDOrUDwFLLyUdzK0ZuMjJONZQ9rTVazl9V9lytJRisBGrUeVH/t03LxA1sNowjuImZWQ+sPa3sOT3tDjRpZK3VbYHsudvJRcvzbt3iKSO1nvSd6SdOuu0m7RyAZs65+ryJA7nol1OWjAO9daZvmgsVSotmnYTWkpuBlVRDSdZarxpJU+1yI0O3Zvx70DD3ZNXMlbiy08arDWS+nWaeux3u2qipBxMzcVncypttY4K4vBLM3Wgd1k1szsqSuwbVZb9stv54ltIZ8S+j2Hpk5/kM6mjD1F9br1dMRISwLbDtxPFtrnDNaWN1nCF72nbKm9MxbNustSc2gRK++W35zo8QQsiAYedHCCFkrBjxSC29ws6PEEJINuz8RpCcY352nZqxlixXB0y7HeyYdJFG6kHE6WMtN6axsOLG/8TMx1fxh0qCubpMoG1rSp9lVR8z3bZDEGFUCDtXYNONA7UbZhwonCdv2sw7aMZ36nWXnpnyxz2su0TDjDet7nHXaX7Rf/QqCyZqhw1QPO/y1L20XxvrS+67ndvOBoKurgRRVFbNmF8z3QVBwrFizdEKBO4R6s0fZyPJGNeTCd+0vzVpxmRt1CFzfxpmfLqxLRiv2ubSzW2uzNZ9pz3rj3NWZ9x3ew/rNXedQreFlhnbW22YCC0mWktryT83Md+ry2acz3gNVFbjY+Qx1yD/IPHvXsSdVkYdNWWw9XrJ1PcdNT9SkW0nbPthA7F3zSsp6WN7sfYryQTSJ1u/8yOEEDJQKHsSQggZP9j5jSD2pmREePG2M6pD27fCRtPInjYQ9LYgkoNlueUu44ox466sOEknnJsvzy+pMGBtNIBtJNpDJbDeF7XyipG/TOSXViOQgVet/ObkqoZJh4GKrUw2Pbmamm7O+lJYw0QXsQGOV22AYyuRLfnybHXJRHJZti4mSE0DQMXMk+dF+rCRdLpkT5eMBhcO7lO7amV2s9w8e+2J4LpPRtJT7qCtaZsOHrApI/ea53jSStc1P0+tmh4Mu9kyrhINv8mw96oVuVeV5eBeraRLjRXz7HXNZZkjoknWPYhVndhci4Bff229tvU9xLYTtv1oTpl5KYM2xytcbBhnyLJnGd/86OROCCFk7Nj6b36EEEIGR0mnNNrynZ8nWwSWeJ5Vl2dR6bZp1X1BpD3ptpsw0U6mq06faQUvzItNEzi4YSzZrIValozjFTqSTvuelj0j8oMX8UY3tjADgLY5n7aVQI0ktDQZSGGTJipLxEK0HkhsE0aCmzXWoy1jxdgw8luzGcimppwNE71GV812Tf8CipXZzLqK3S60mLVfIlJ61601j0u7Zp5Dm64Hucw6mTDWlnV3s+p1Iy8HEqa9vtVKJLpRsNhe30bMcnPFv+4wz0HFS8etKO31jQajDudEzNP49lJ3smRPUzZbr736HrQFtp2w7UfDtCthm2PbI9tO+e2XXzYZ+CR+Aez8CCGEjBOCco75sfMjhBCSDTu/0WH9l0iWk3vEQsw6koeWVyZGNbbVnYQxaTTMdiA5LDXdTqxMWPOsBv3jeOUxTq651YxeVI/YtbLlDAoQdQg2cmJ7JXCMnzDyqHHeXjXyaLXm36yakfBqRsKrVdx2E+aCTtV9C9O2sdJVcw6ttnEkD86tbSTNtt3OLO/yac9xgyT4mWx93mtGgqyYc6sE0qR1Jq+a7ey+bTyE7ikE3cqVZrpc3GwEjvV2vkcrbxq5u7Lq32vrjO7NN+lJ/vFgC7kc1rPIWQ98S9B0jTqso/Z8bL326nvwPNh2YtK0H8umXQnbHNsexaTOzPkJS9gxbQZbtvMjhBCyOYT2FGWAnR8hhJA4tPYkhBAyjpRRWt3ynV9sXC/1+9piz/Q8GAeacOK6HVeqmYGKdjBJ7KoxEYcxn/dM5gsYz4gON0mObXJu1z22YCKnmHVtO+lm4EJQMeNF7bpxO6gbU/rAtL9hTPjFjAda0/5qNT0dfq9442LpY2fJAowsecYtW61Kajr83rauH2ZcDw0/j3X9qETSXZGKvAmj7SCk2Sbj2bfPYdSNJOd23jZ9jokDQf21wd9NfQ/bAttO2Pbj+ISJqFTz83iuDrEx0F5cP4qkhJ0fI7wQQggZO7b8mx8hhJDBQtlzlEhzdcgrDVj5L7wCJrLGRDV9HrOVtv/CbCNj2IggXuSULjeMHubwGzZ23kCjMWlwbmokUSsdqTGLD9Qib547L/izuR+tqrmhtVDCNDKsSVfs8tAFwXMhQOp2PclnAdZQzsqZ3vLgmbLbtY2cqFZatOlmIGF664x0neWCEIv04z3H8TwjLY1For94rgVZ52bWeZFwggd52vhL2PYDXmSfjLLZxVnuDDkCfRfKKN/bHtm6nR8hhJDBo+V88+OYHyGEkLFj67/59WTtaWSkwOJPjUw2YSSMqtF+mm0/U9NY1knE4q0XuiwyI9aaeaxAu7aLpHNHmMkICBzKR3mOY9Ujo4D698our8Yt5uw9bdvIKaHUatd51yOyPO17GpkSVboFcNc1i0hulUh0lEwJMzIvXJfMl0dK6+ENILzXOWJMd2+TY+5EyXi+elKvI9fX1vewLaiaSSNt+2Hbla42xw57eCeavjj1+6Ap4Zvf1u/8CCGEDAwGtiaEEDKeMLzZiJPT2tNTnsJRTyNPdDlFd2gHIop1QkZMbsr57ESlyfB7Lw7v/UqdNnvW+eQ41+5DRoJ7R8sczomWLlVmWtL2Kx3HsuSUqPIGaIg9R1a2zGsNOMhf8Hmfo6jDut0m+B51gM/xrOQ9Zlf7EZGLvaADGYKq135Y2TOU33NYew5bdizjmx8NXgghhIwd5XrzI4QQUiwMbE0IIWQc6Yr5WwLGs/PLGvOLBEW26VYg0ns/inIOfHhjVj2MucXGxfKOGRY6ztfn+F/XcXrZJsf1zBwDPd0C9ErOa5jrWm/Wr/Gs62Eve8wdIYNcY3GID/NlukfEyBg7jhfAjEmbxWFbEGsz7MXpbnPyFWGojNibn4j8XwBuBXAVgEsAzAH4GoD/qKoP5dkHx/wIIYRkItr7Z0C8FEnH918BXA/g5wHsB/CAiPxInh2M55sfIYSQrcynAPyeqvPBEJF7ADwO4JcA/NxGO2DnF9KLBGmkj75/6WRFQckj5+U0944evhcJMyNP7utR5C/EjQPMdB9+CNJTT8/KJlynIg7Zy7XuSQLNEfkFQN8Byr3j9DRm0N/xh4pi5Pz8VPVIyrKTIvL3AM7Nsw/KnoQQQjIZQdmzu4wiewD83wD+Ls/2fPMjhBCSTX+d2D4RedB8P6iqB/srUCq/i+Qd+wN5NmbnF9KLdaK15CrQcjN3hJc8kV/CXfVpuTkUOTMveY8ZsVQcCiN8nTIfqR4sPKNRXXJalUaX92DpnLe6enl6eViG/XwNlyOqekXWBiLy4wDuzrGv+1T1JSn5bwPw0wD+rao+mqdQ7PwIIYRE2aTA1n8F4J/k2G4xXCAibwLwWwB+VVX/S94DsvMjhBASR3XgBi+qugjg26ebT0R+FsBHAPx/qvru08k7np1fLGgw4Okb7Ui6GvwM8qST2FxwOR2ssyzWcs3hl0Ev87X1JI9uBj04URexv0LJ6aGd61f3IO9HL/JogXJoFnnm9gu38+trRgG8dZq6OGwLYm2GLUB3m4ORZ+jDAimIyE8A+CMAf6iqbz3d/OPZ+RFCCMnPiHV+IvJjAD4J4CEAfywiP2pWr6jq32y0D3Z+hBBCthpXA5gE8M8A/GWw7gkAF220A/r5EUIIyWTU/PxU9Z2qKpHPRXn2Ua43v5wRTbxhuVB/b7lM3iS1hkqgAXiTVposWWN0Ehtr6HNcz6MIt4VhyB09jIfG8vdtPl80/QYHH+Wx2si+uy5nD+OBp3tPiqhv3ndTr219D9sCi9d+tOJjfnkm3R5qhBgF0B4x3bMAytX5EUIIKZ7y9X3s/AghhGQzitae/VJo5ycirwLwGgBXADgDwPcAfA7Ab6nqnNluN4DbAbwCwDSA+wH8O1X91ukfNJJO+7622LzCSytYZ+SJ1XZ1Pd0yuket4meqVZ2OoVUT7aVqNgoUVDXSR1T6yXk+/o4jaYyY20KWxJRHlsoZwcObR62X61mE3NSDq0IskHLUXSU8Ro7tup6HQT0HWYHPI9v1JPnnlAmjz1FYR6s27Qpn63vYFth2wrYftl3panNikmIPbRvJT9EGL28F0ALwKwCuBfD7AN4M4G4RqQCAiAiAuzrrfwHAKwHUAdwrIucVXB5CCCH9subo3stnRCla9rxeVQ+b7/eJyDEkEw6+BMA9AA4AeBGAq1X1XgAQkfsBPAbg7QB+seAyEUII6QPKnhsQdHxrfK3zf22OpQMAnl7r+Dr5TorIXQBuQN7OT4L/yD//nSf9NIN1TSN7tpxsYaM11ANzrYmq0TEisqcG79gx67NMuScWEaRAy82s/L1Y5uWea7CSvk4rEdkyt+yZr5wxiqjzuS6bZnw1v57zyp6+RbOkb5cVaST2TOWN9pL3OSrSQjTnMaN1L0P2tPXa1vewLbDthG0/bLvS1ebksPbMlOwHLYEqSmnwshl+fld2/q/NsXQZgIdTtjsE4AIR2bYJZSKEEDLGDNTaU0TOBfAbAL6iqmvzOe1BMtV8yLHO/90A5lP2dQuAWwCgtmN34WUlhBDSjQCQER6765WBdX6dN7gvAGgCuKnf/XUmPzwIANNnn79+J/JKYd5i65Pe9G9qZdVlWm64y9M0GshExdctJmvuu0y4nbfrVgL1C6PW4iuvjGOlm1CyysHAoi2E+kFMSrIBACp+YWIOxbnnOrT7iq/KxSAVpWjZ+pRnu2RTT7Y0X9p2eXAYK4/a58umu/LkKFtAnucwa5O+A31Hnk9P5oRff229tvU9tPZcbbs2w7Yftl0J25zoNcwaJthsa88e7vOoM5DOT0SmkVh0XgLgSlV9yqw+juTtLmSPWU8IIWREKOObX+FjfiJSB/BZJL5+L0/x3TuEZNwv5FIA31PVLsmTEELIkNA+PyNK0U7uFQCfQBJx+zpVfSBlszsB3CQiV6rqfZ18OwBcD+BP8h5r/bU/y1orIhtYp9JKw89TXXXplUbdpVvuUk1XVm0WzNbd98qEk0HUXN12IKmIKWtMxunbCTnv9j3EwvTkovAnVETezMzTr9YYsU7Mbf2aO0+OwmXsoCcZN0+eLOtXu9zegy4J08h8nuwZkUOD49g8uWXLvM/+aT4TeSV++xyGddTWX1uvbX2vBhfEthO2/bDtStjmeE7ukbqYObRAh/eeKFr2/D0ANwJ4N4CFYI6lpzry551IIrrcISJvQyJz3obkdv5OweUhhBDSF6PtrN4rRcueL+v8fweSDs5+Xg8AqtoGcB2Au5FMP/95JFFhrlLVJwsuDyGEkD4ZtSmNiqBoJ/eLcm53DMDNnQ8hhJBRpoRvflt+Vgc/CkLgTlBJX1dpuRtZbQSuDismMO2K0e+NCXOt4uv8MzUn6E9OOkF/aXLKHb8WlM3o/jbQrRfQOJz3C/0RGxvIGjOImoJnuS3ExvbynkDMHN+LWuJniZnpSyQd7s/bV87IKTHC5zDX+ExGxJs87iK5x4SyzOcjEYmiY4GANx5on1fvmQ7yeNFWBjXenXfOPHs9g9awNekyTZt6bet72BbYdsK2H9UVd9LVhp/HXp+2aSe0YtJh27aZ43zam0vLqMOZ3AkhhIwdW/7NjxBCyICh7DmCZM3HFZPczH0MgrWguuLSy8vu8sw3Jt2KaT/P9prLNGPkkcVJG+3F1ymsDIKYRBRKG3mC++Y1n48Fkg7NvT3ZMyKz9RJQvEu2NGk791lOKS22zps7LSM6Se558nohRxDzTNkyIkfaqEFZQZlz3cO0MqQt75JnI5Koleky7pUvr6YfP9kwkrb77UWutq4O9UC+N/XX1mtb30NsO9Ew7ceEyRK2ObGA9TG5O9xuUyhf31eCzo8QQshAYYQXQgghpARs/Te/nPNxefKK+RVTCaw9a0vmy7LbwUJzIlqEHSbTjqnl9fTRaadvtCd8PdFGk/AiPlgpLjxQZE4yT9aKbB9uF5XVwuC+VasRhwVKJ2Zh6cmZfjxg77uVhTw5027TlT8iv2VIrbmjixRIL9ae8UDMbkVXdJLIPfWsCTPz5JO4o8+RuYiVVlyji0qgwf2NRvCJBd3OuoeRqC7toIqLqb+2Xu/wGgkfr50w7YfNErY5tj3yLDwz5gPdfNmzfG9+W7/zI4QQMjgUnNWBEELIeCHQUo75bfnOL8tizpN7quk6QTi3VnXZOMAvuB2eXHYO69aRFQC2GRPR3ZOL6+nvTzs9szHhayq1ii24KU8o9xg0IjF5Ek/O4NH2FHx5JTSTixzHK7N/bT2psmm3M+kwuG9E6qzE5MwsJ+YRrqd5JdUu2W99hUtaabGaYblpn33vXge1v103aZsn8qwk26UHZfaetWog8xnN3sr3Vu4On13vusVk7UiwiJB2pM1oTfiZJkz9tfV6uuqWz7cmvTy2nbDth21XwjbHK1vsXmUF7d8MStj50eCFEELI2LHl3/wIIYQMmBK++bHzI4QQEocGLyNGnslsI0GZvSDXgf5eWzbpRbfd/JLT9pdadZsF++pu8vm9kwvr6dlpNxZ4bMoPC6PhIM0aXtSR4NeWHSfMMbFs1hioJ3hnDJBEXRUiY3mAP57nbeelg3GgyHhe7rG82HOQd3LefifTzUts0tyck+5GzfzDMVD7qNhrnfF8WDcIb0zYTsrsP/qQ6NigMd/vco+w5Ym7XnjExvaiQcyDaC1hsPGUY7an/Ito66+t11PmAT+8us3LY9sJ237YdiV89m3ZopF5ip78+TShwQshhJDxo4SdHw1eCCGEjB1b/s0vy9WhHYmAYeUZWYVHdcX9wqkZU+XFBeeqcLLhS5gXTh1bT++qu1AOu6ad1nEskFS8ILrW9NvOnRb82IrOx5dX9vTmNzSHb9vj+3likVe8dOC2YCNY5JGosvDOuRpZjqyIKOlScdc+BimB5pA6s+av8yS8iOzZlT+2LhIxJ/luIx+ZQ1ppMAjQ7rlHWHk0I5IMIs+h91M843rEAnBnRvOR9Prm1cOgjtr6a+t1xRwobAuWTTsxs2Dm8Fsx+w7rdcTFpJ0VuHxTXR20lG9+W77zI4QQMkAU7PwIIYSMIbT2HHGyIrxYScbICZVAg6iuGtlz0ayYd9rE0eVZL8/KNrfz7VUnldioELUpfxKv9oTbn5VkvUA0XVFMXNnaEpfzostj8xia42RZbvrpdGkTiMubueevi8m4WTJQTO6NyZnBusztCiTvvIH+dpH5DTNk5Fig72gg6OC7F23Fs/j1M9lnwkqinhwaWIja511iEmgPVroVTZeHk5Xpx7fBrMM6auuvrdcrZtwkbAtsO2HbD9uuhHhSZyyaDq0zCqdcnR8hhJDCoasDIYSQ8YOd32jTZQEYsfC0lmihvGIdUGuLJnDwnNMdjsz7UsfJXc7i6+yJk+vp3RPOQmx6ZsXLMz/lAuBauchaJ2Y66uaRiAIprBKxhotJm0DopL7xnHkheZ12o3PT9WDJ2pOEGbOkLUAClZgalzfIdcxCNEv2tNGbI7J2KGFGneY92TM8Tvr+pGmGFoJnKiaJxqyRu4jK1TZgdlB3KumSbGvKbbctqKO2/tbNiR9pOMf2sC2w7YRtPzzH9uDcPMvYWMD5zQ5kbVEAbXZ+hBBCxopyujpwGJUQQsjYwc6PEEJINqq9fzYBEXm1iKiIPJU3z5aUPVWcBu5J4Rljfu1IcN4wYoUd46qZCSjrRss/NedHdXh2ecd6erexb56tuTGEHVP+eMLcjBtDaE25fbeX7VbBCeUY2/N+zXRF8DDpvAGn7T5iz3EvE6kGUT/yjA1GI3sA+cb5hjRu0tN4TWSc0Bs/zLgeUXeTSKDy5Ht6OjqhMBAdD6yaMSLteg7TA6RnTZobO6aHfe6CQNbWpaHlhtuhph6GddTW32XTaNj6HrYFk3M2mHV6VJe8UXK8a5DhprP2fA10XHCEZU8R2QXgAwCePZ18W7LzI4QQskmMvsHL7wB4CMAzAH48bybKnoQQQjLQRDLo9TNARORFAH4GwK2nm7dUb35ZwY6tOXHLSiCBBFEzEk/VmGibKfuwfMLsAMBTc7vW02dMzrk8RgfaNbVks+C5Wbfz5oy7DdVlI5t0ma+npyt+YIrUbYBwDr5IhJa8c+ZZSbnqX8OYfBVzYQAyzNzzui0M0xR8EORxvehhfkMvvnMoLUZcIjQiUybbbfwchXmqNoC2WdeOzA0IxCXeaASh4NyaRupszhh3JlMPwzpaNRfkaMO5NNj6rkFbYNsJ237Y+xG2Oa0JG+ElPYrRUF0dRhQRqQM4COB2VX1UInM2xihV50cIIWQA9Dfmt09EHjTfD6rqwT5LBAD/HsAkgPf0kpmdHyGEkDj9j/kdUdUrsjYQkR8HcHeOfd2nqi8RkecBeAeAn1DV5Y0ypVHqzs+TDSLWnlZyAOIRMOomWkP9hK/B/OCEi/jw1Myu9fQ506fW09vqviXZtll3v05sd9JJc9npNZXAGs/E1vWt8Rrp1niZlnkRKb478kp6Omu+NmuxFo3QksN6rQtKPz4Z18NrqiJSaXidbZDptn0OzP2thM+HeUa9CECZ8wZG0jYEURAVJm4BnP4ctif9/FbqbG03wxGmHoZ1dMU0FE8vOQtPW9/DtsC2E7b9sBaeYZvjRbmxQwajZJExeGvPvwLwT3Jst2ZO/yEA9wB4oGPtCQATAKTzfUVVl7qzO0rd+RFCCBl9VHURwLdPI8ulAC4EcDxl3XEAHwTwy1k7YOdHCCEkm9Hz83s1gKlg2X8A8CMAbgSwobP7lu/8rHTTNX2dZ+3p0lZ2qATySCViEVk1ikh9zj/SwnF3D57esXM9PVNz2s1EYJK5a8a9kc9td46yzUVXaGv5CQAVU4aqkZhs4GBPRsoKOB2xjOuWMNMDAseChgMjbLk5cvU3g36vQcxaNGubiCQalUMROKkbCdILlh5ceM/i1HOmTy1yV3k8ebPudta0Ft3BHILNWVOXtxsLT1MPwzp6ouHq5dPzrl43TH2fDdqC6kp6AOuWLdtklrWnWx4L1g5stvXn6MX2VNUHwmUi8jokcudX8+xjy3d+hBBCBogCaJdvKnd2foQQQrIZsTe/NFT1daez/SjZExFCCCGbwti8+cXcHlp+gAZUzCScMGNsntvDgi+410+6QYijxgx6+6Tbwf6peS/PbH11PW0nup2fcYMV7blwgMUkzfCEHWfwInNkTu4bMRHvIehul0n2oNwWRv/HZ3H0e649XPee3CMiY4P+hLNBAG3zFhGdDDd0j7CBob1JXtMH/dtBvW7PuAPZSWttPWy2/QHvw8uuLtt6bet7fSEop3VvqKaP84Vtzsi6N1i2wJvf6TI2nR8hhJBe0FEPbN0T7PwIIYTEUUAHHKB6GJSq8+uSZOy6iNuDBNEWWq10jUfa1u3B/xVUM+bOSyedpnFk1gXDnaz6ZtQVo+NM1d26+Qn3kFkz7k4pXP6IibiVXRAEnLZznFmFxwbabQcm4p7UadORwMld9GuSXb4fnJuDNwlgzjy9uEdE1mU2lfbhaVup0zzfgcxmn+tKpB5YuuqOqVe2vtl6eKrhu40dmXf1t2nq9bSp72FbYLEuDC3jUtUOI7zkcG9gYOviKVXnRwghZABQ9iSEEDJ20OClHMQkUCAIOmt+7XhWoMFzUDMBp2tzTk88NeciREzWfdlzdmIVaUjVyTNdQaZzzO/lBfoN8rcjwb1jFp1ATqmzaEmmfPVsuPQigVqyLETtc2C1zlr64rA80TkqQzkz8sDHnsnw2bf1yrLQcHLmwqpvhmnrr63Xtr6Hz6oXESkSVaqrjo2qhecaqnRyJ4QQMoaU8M1v1H9zEEIIIYVT6je/WNDrmMM7ELzd2x2Yuca6rEqNRGPn3GvOOT3xeH3Gy7My5Q682nSSirbiv0eijvrGWtM6EFsJBgilTiOPRpzXgXhg6r4p3w/JrUHWdS8wmLZ3mPCZsg7r7XSL6lZQyexcgdaxPa+DuK1XiyuuIjTt8mVf9myb+luPzKXZNbRgdhGzos4KBD+qFp5K2ZMQQsh4MXqzOhQBOz9CCCFxFKV0dRjamJ+InC8inxWRkyJySkQ+JyIXDKs8hBBCImi798+IMpQ3PxGZAXAPktDR/wbJb4t3AbhXRJ6vqgtZ+YukS7OvR7ar2nG1YKUdGlw10R/m3WDHajBrbmPa2oKbHSy7Aknw3NjxOM8lI2LL3g4npo2NQfQbpDqL8v1gLC+xe5XzvucZYwfCQOrpB9KKX5hKK70Qth7Y/YZ1x9arpcqUSZuxxCW/wtj6a+u1H0DbL1d80l2znGaGI8GwZM83ALgEwA+r6qMAICLfBPAPAN4I4H1DKhchhBCDAlDKnoVxAMADax0fAKjqYwD+EsANQyoTIYSQEFXKngVyGYAvpCw/BODGQRwwKsmE29krYjfMuof2J4SNK23NowP75vZCoEmu5THySqURSCrmOC0Tgzecgy9t+/B7VOoM5wDMI3mV70chsfRwf2P1DfDleDsdnxd5KXimu2TMtTyR5zisO7VTbsP2cvpv/mrTz1Mx83naa+C5DKVX484Ocm43ou4NFr75FcceAMdTlh8DsDstg4jcIiIPisiDrYVNGxIkhBBSQraMq4OqHgRwEACmzjm/fD9DCCFkVBlh+bJXRIfgvCgizwH4M1V9Y7D8IwBuVNX9G+Q/DGABwJHBlXJLsA/jfQ3G/fwBXgOA12Dt/C/cqO3sBRH5YucYvXJEVa8tqjxFMaw3v0NIxv1CLgXwtxtlVtX9IvKgql5ReMm2EON+Dcb9/AFeA4DXYNDnP4odVxEMa8zvTgA/KiKXrC0QkYsAvKizjhBCCBkYw+r8/gDA4wC+ICI3iMgBJNafTwL42JDKRAghZEwYSufXieByNYC/B/DfAHwCwGMArlbV+Zy7OTig4m0lxv0ajPv5A7wGAK/BuJ9/TwzF4IUQQggZJowyRwghZOxg50cIIWTs2FKd3zhNgyQirxKRPxWRJ0RkSUQeEZH3iMj2YLvdIvKHInJERBZE5Csicvmwyj1IROSLIqIi8q5geamvgYi8XET+QkTmO8/9gyJytVlf9vN/kYh8WUR+ICJzIvJ1Ebk52GZKRG4XkWc69eV+EfmxYZW5V0TkPBH53U75FzvP+0Up2+U6XxGpiMhtIvK4iCyLyEMi8spNOZkRZ8t0fmYapH+MZBqknwXwQ0imQZodZtkGxFsBtAD8CoBrAfw+gDcDuFtEKgAgIgLgrs76XwDwSgB1JNfkvGEUelCIyGsAvCBleamvgYi8EYkl9F8D+AkksW8/A2Cms77s5/98AF9Bck5vAPCvAXwNwMdF5M1m04931v8agOsAPAPgSyLywk0tcP88D8BPIgn/+D8ztst7vr8J4J0APgzgZQAeAPAZEXl5oaXeiqjqlvgA+CUkncHzzLKLATQBvGXY5RvA+e5PWfZzSELsXt35fkPn+1Vmm51IYqR+aNjnUOC12A3gWQCv6Zzvu8y60l4DABcBWALwyxnblPb8O+fyWwBWAWwLlt8P4P5O+gWda3CTWV8D8AiAO4d9Dqd5vhWTfn3nvC4Ktsl1vgDOQDJn6q8H+f8cwDeHfa7D/myZNz+M2TRIqno4ZfHXOv/P7fw/AOBpVb3X5DuJ5E2gTNfktwE8rKqfTFlX5mtwM5L5RD6asU2Zzx8AJgA0kPwIsJyEU64OdLb59NpKVW0C+BSAa0RkElsE1VxBNPOe7zVIrt8dQf47AFwuIhf3X+Kty1bq/C4D8HDK8kNIwqKNA1d2/v9d53/WNblARLZtSqkGiIi8GMkb762RTcp8DV4M4NsAXi0i3xGRpog8KiL2WpT5/AHgjzv/PyQi54jILhF5A4B/CeD9nXWXAXhMVReDvIeQNP7P25SSbh55z/cyJG9+j6ZsB4xPu5nKVur8TnsapDIhIucC+A0AX1HVBzuLs64JsMWvi4hMIIn4815VfSSyWZmvwTlIxrVvB/CfAbwUwN0APiwiv9TZpsznD1V9GMBLkLzFfh/Juf4egDep6qc6m210DfYMuJibTd7z3QPghHa0zoztxpItM6XRONP59f4FJOObNw25OJvJ2wFMA3j3sAsyJCoAtgN4nap+rrPsno71320i8qGhlWyTEJEfAvCnSN5W3oRE/rwBwEdFZFlVPzHM8pGty1bq/I4j/Vds7FdQKRCRaSTjN5cAuFJVnzKrs67J2votSceF5R1IBv0ng3GbSRHZBWAOJb4GAI4iefO7O1j+ZSTWnWej3OcPJAYvDQDXqWqjs+zPRWQvgA+KyCeRnOOFKXnXrsGxlHVbmbznexzALhGR4O2vrNfltNhKsmdf0yBtRUSkDuCzAK4A8HJV/VawSdY1+Z7mj5M6ilwCYArJ4Pxx8wESN5DjAC5Hua/BoQ3Wt1Hu8weSe/yQ6fjW+N8A9iKxaDwE4OKOO5TlUiSWouGY11Yn7/keAjAJ4B+lbAeUtN3My1bq/MZqGqSOL98nkAQAf4WqPpCy2Z0AzhWRK02+HQCux9a/Jt8AcFXKB0g6xKuQVPIyX4PPd/5fEyy/FsBTqvosyn3+QOLi8sLO+K/lnwNYRvL2chcSP8Ab11aKSA3ATwH4sqqubFJZN4u85/tFJG/Nrw3y/wwS6+nHNqGso8uwfS3yfgDMImnsvoVE8z8A4CEA30XgA1SGDxKndgXwLgA/GnzO62xTAfBXSKaCejWSRvKrSBqE84d9DgO6LqGfX2mvAQBBEtjhKJLxrpcimQ5MkYwDlvr8O+f3qs75fqlT71+KxGFbAbzPbPcpJGrA65FYgn4WSef4z4Z9Dj2e86tMG/DmzvcrT/d8kRhKLQN4CxLDod9HohhcN+zzHPZn6AU4zYfiAiSD36eQjPf8GQIH0LJ8kMx3qJHPO812ewD8l05jt4jEgfUFwy7/AK+L1/mV/RoA2IHEuvE5JJLWNwH89Licf+f8Xtbp0A936v03APw8gKrZZhrA+5C8KS4D+F8AXjLssvd4vrF6/9XTPV8AVQC/CuAJJG4P3wTwqmGf4yh8OKURIYSQsWMrjfkRQgghhcDOjxBCyNjBzo8QQsjYwc6PEELI2MHOjxBCyNjBzo8QQsjYwc6PEELI2MHOjxBCyNjxfwCs7B8uqCSu0wAAAABJRU5ErkJggg==\n", 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\n", 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" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], "source": [ - "plt.imshow(p.data[1].T, origin='lower')\n", + "plt.imshow(p.data[1].T, origin='lower', cmap='seismic')\n", "plt.colorbar()\n", "plt.show()" ] @@ -369,9 +391,20 @@ "source": [ "We can see that the reflected geometry here is as expected." ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "a80d1a81", + "metadata": {}, + "outputs": [], + "source": [ + "assert np.isclose(np.linalg.norm(p.data), 202.92722)" + ] } ], "metadata": { + "celltoolbar": "Tags", "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", diff --git a/examples/2_horizontal_surface_1D_extrapolations.ipynb b/examples/2_horizontal_surface_1D_extrapolations.ipynb index 755bb2c..0cde9e8 100644 --- a/examples/2_horizontal_surface_1D_extrapolations.ipynb +++ b/examples/2_horizontal_surface_1D_extrapolations.ipynb @@ -5,7 +5,7 @@ "id": "5d79e1b8", "metadata": {}, "source": [ - "# 2nd-order acoustic with 1D extrapolations\n", + "# 2nd-order acoustic free-surface with 1D extrapolations\n", "\n", "Schism is capable of implementing immersed boundaries based on 1D approximations of boundary conditions in the style of Mulder 2017. The process of doing so is similar to that detailed previously, albeit with some minor differences." ] @@ -14,18 +14,20 @@ "cell_type": "code", "execution_count": 1, "id": "323e408b", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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\n", 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" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -55,14 +57,18 @@ "id": "edcd3cd3", "metadata": {}, "source": [ - "As before, we construct a `BoundaryGeometry` object." + "As before, a `BoundaryGeometry` object is constructed." ] }, { "cell_type": "code", "execution_count": 2, "id": "a1a24fc3", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "name": "stderr", @@ -105,7 +111,7 @@ "id": "e3d48298", "metadata": {}, "source": [ - "Now we define the boundary conditions. As we want to use 1D extrapolations to impose the immersed boundary, we will need to supply 1D approximations of the 2D boundary conditions. Note that Schism is capable of separating boundary conditions pertaining to different extrapolations from one another." + "Now the boundary conditions are defined. To use 1D extrapolations to impose the immersed boundary, 1D approximations of the 2D boundary conditions will need to be supplied. Note that Schism is capable of separating boundary conditions pertaining to different extrapolations from one another." ] }, { @@ -129,7 +135,7 @@ "id": "02f55c36", "metadata": {}, "source": [ - "Now we assemble our `Boundary`. However, to use 1D approximations, we need to supply some additional keyword arguments. The first of these is `has_1D_basis=True`, and it is also advisable to set `strategy='reduce'`. The latter of these changes the strategy used when insufficient information is available for extrapolation. Instead of expanding the stencil, the order of the extrapolation is reduced." + "Now the `Boundary` is assembled. However, to use 1D approximations, some additional keyword arguments are required. The first of these is `has_1D_basis=True`, and it is also advisable to set `strategy='reduce'`. The latter of these changes the strategy used when insufficient information is available for extrapolation. Instead of expanding the stencil, the order of the extrapolation is reduced." ] }, { @@ -149,7 +155,7 @@ "id": "829ca9e2", "metadata": {}, "source": [ - "As before, we get the substitution for the `p.dy2` expression." + "As before, the substitution for the `p.dy2` expression is requested." ] }, { @@ -157,7 +163,15 @@ "execution_count": 6, "id": "08b81086", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Generating stencils for Derivative(p(t, x, y), (y, 2))\n" + ] + } + ], "source": [ "deriv = (p.dy2,)\n", "subs = boundary.substitutions(deriv)" @@ -168,25 +182,27 @@ "id": "18231d2b", "metadata": {}, "source": [ - "Once again, before using this, we will set up a damping mask." + "Settting up a damping mask." ] }, { "cell_type": "code", "execution_count": 7, "id": "8b8806e8", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "data": { - "image/png": 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9ta4YT9OXKL0NzTk3DdIVaz2gOeemgJno2XjuTrBWPKA552qL3obmnJsGqVPAq5zOuangnQLOuSnhnQLOualS+sBa59w0METfmh0yml0651xjeKeAc25qGPIqp3NueningHNuKpjR+GEbzS6dc64xUqdAVmupQ9JFku6QtEvSlYd5/VWS7pP01Wp57WrH9AzNOVfbuDoFJGXANcALgN3AzZK2m9lty3b9uJldUfe4nqE552oxRLR6Sw3nA7vM7E4z6wHXAZeMWkYPaM652kpCraWGzcBdQ+u7q23L/YykWyRdL+ns1Q7qAc05V0u6L2eotQCnSdo5tFx+DB/5d8A5ZvYjwGeBa1d7g7ehOedqOqo7p99vZluP8PrdwHDGdVa1bT8ze2Bo9UPAO1f7UA9ozrla0m3sxnaBx5uBLZLOJQWyS4FXDu8g6Uwzu6davRi4fbWDekBzztVipkF1cgzHskLSFcANQAZ8xMxulXQ1sNPMtgOvl3QxUAAPAq9a7bgjBTRJvw68lhS8vwa8GjiT1GOxCfgS8ItVL4Zzbp0b58BaM9sB7Fi27aqh528G3nw0xzzm0knaDLwe2GpmTyFF2UuBdwDvNrMnAQ8BrznWz3DONUe6HppqLZMyarjNgQ2ScmAjcA/wfOD66vVrgZeO+BnOuUZIV6yts0zKMX+ymd0N/DHwPVIg20uqYj5sZkW120pjS5B0+aBLt3x0/liL4Zw7TtKwjbENrF0To1Q5TyGN7D0XeDwwC1xU9/1mts3MtprZ1uyE2WMthnPuOBn3XM61MEqnwIXAt83sPgBJnwSeA5wsKa+ytEPGljjn1q+mXz5olNJ9D3iWpI2SBFwA3AZ8HnhZtc9lwKdGK6JzrgnS5YNUa5mUUdrQbiI1/n+ZNGQjANuANwFvlLSLNHTjw2Mop3OuAZrehjbSODQzeyvw1mWb7yTNpHfOTZF0tY1mVzl9poBzrpY09ckDmnNuKniG5pybIpOcBVCHBzTnXC2DXs4m84DmnKvNq5zOuakwuKdAk3lAc87VYkDhGZpzblp4ldM5Nx0mPAugDg9ozrlaBhd4bDIPaM652jxDc85NhcEFHpvMA5pzrhZDFNE7BZxzU8Lb0Jxz08G8yumcmxLehuacmyoe0JxzU8EQpXcKOOemhXcKOOemgq2DToFm54/OuUYxU62lDkkXSbpD0i5JVx5hv5+RZJK2rnZMz9CcczWNb3K6pAy4BngBsBu4WdJ2M7tt2X5zwBuAm+oc1zM051xtY8zQzgd2mdmdZtYDrgMuOcx+vwe8A1iqc1APaM65WsygjKq1AKdJ2jm0XL7scJuBu4bWd1fb9pP0dOBsM/ufdcvoVU7nXG1H0ct5v5mt2ua1EkkBeBfwqqN5nwc051wtBrUb/Gu4Gzh7aP2satvAHPAU4AuSAB4HbJd0sZntXOmgHtCcczWN9Yq1NwNbJJ1LCmSXAq8cvGhme4HT9n+y9AXgN48UzMDb0JxzR8Gs3rL6cawArgBuAG4HPmFmt0q6WtLFx1o+z9Ccc7WNscqJme0AdizbdtUK+z6vzjE9oDnnakm9nM2u1HlAc87VVqc6OUke0JxztY2zyrkWPKA552ox6s/TnBQPaM652hpe4xxt2IakkyVdL+kbkm6X9GxJp0r6rKRvVY+njKuwzrkJMrCoWsukjNpl8V7gM2b2ZOCppPEkVwI3mtkW4MZq3Tk3BcZ5+aC1cMwBTdJJwE8AHwYws56ZPUyaMX9ttdu1wEtHK6JzrinGNbB2rYySoZ0L3Af8qaSvSPqQpFngDDO7p9rnXuCMUQvpnJu8wVzOqczQSB0KTwc+YGZPA+ZZVr00M2OFdkRJlw8uLVI+Oj9CMZxzx4UBpnrLhIwS0HYDu81scCXJ60kB7vuSzgSoHvcc7s1mts3MtprZ1uyE2RGK4Zw7Xqa2ymlm9wJ3SfqhatMFwG3AduCyattlwKdGKqFzriHq9XBOspdz1HFo/xX4K0lt4E7g1aQg+QlJrwG+C7x8xM9wzjVFwweijRTQzOyrwOGuSnnBKMd1zjWQ+dQn59w0meYMzTn3WOMZmnNuWsRJF+DIPKA55+oZjENrMA9ozrna/AKPzrnp4QHNOTc1vMrpnJsW8gzNOTcVTDDBaU11eEBzztXnGZpzbmp4QHPOTQ0PaM65qbAOBtY2+77uzrlGkdVbah1LukjSHZJ2STrkZkqSflnS1yR9VdIXJZ232jE9oDnn6rOayyokZcA1wAuB84BXHCZgfdTMftjMfhR4J/Cu1Y7rAc05V9sYM7TzgV1mdqeZ9YDrSHeM28/MHhlanaVGqPQ2NOdcffXb0E6TtHNofZuZbRta3wzcNbS+G3jm8oNIeh3wRqANPH+1D/WA5pyrp2Z1snK/mR3uatZH95Fm1wDXSHol8LscuF/JYXmV0zlX35ja0IC7gbOH1s+qtq3kOmrctNwDmnOuNsV6Sw03A1sknVvdZOlS0h3jDnyWtGVo9cXAt1Y7qFc5nXP1jWlgrZkVkq4AbgAy4CNmdqukq4GdZrYduELShUAfeIhVqpvgAc05V9PRjDGrw8x2ADuWbbtq6PkbjvaYHtCcc/U1fKaABzTnXH0+l9M5Ny38Ao/OuelgtXswJ8YDmnOuPs/QnHNTwwOac25aNL0NzWcKOOemhmdozrn6Gp6heUBzztXjvZzOuaniGZpzbhqIx0CngKRM0lckfbpaP1fSTdWNDz5eXRrEOTcNxnc9tDUxjl7ONwC3D62/A3i3mT2JdMmP14zhM5xzk1bzfgKTzOJGCmiSziJdeO1D1bpI1/2+vtrlWmpcZdI5t07EmsuEjNqG9h7gt4G5an0T8LCZFdX6btLNEJxzU2Bq29AkvQTYY2ZfOsb3Xy5pp6Sd5aPzx1oM59zx1PA2tFEytOcAF0t6ETADnAi8FzhZUl5laSve+KC6pdU2gM4Tzm543HfOTTpY1XHMGZqZvdnMzjKzc0g3OPicmf088HngZdVulwGfGrmUzrlGmOpOgRW8CXijpF2kNrUPr8FnOOcmYYqrnPuZ2ReAL1TP7yTd5t05N2V86pNzbjqsgzY0D2jOuVpULU3mAc05V59naM65adH0gbUe0Jxz9XlAc85NhXVwgUe/p4Bzrr4xjkOTdJGkO6pLjV15mNffKOk2SbdIulHSE1c7pgc051xt45opICkDrgFeCJwHvELSect2+wqw1cx+hHQFn3eudlwPaM65+saXoZ0P7DKzO82sB1wHXHLQR5l93swWqtV/Js0NPyIPaM652o4iQzttcDWdarl82aE2A3cNra92qbHXAH+/Wvm8U8A5V49xNBdvvN/Mto7jYyX9ArAVeO5q+3pAc87VMuabpNwNnD20fthLjUm6EHgL8Fwz6652UK9yOufqG18b2s3AluqmSm3SJci2D+8g6WnAB4GLzWxPnYN6huacq002nhTNzApJVwA3ABnwETO7VdLVwE4z2w78EXAC8NfpdiV8z8wuPtJxPaA55+oZ89U2zGwHsGPZtquGnl94tMf0gOacq83ncjrnpkbTpz55QHPO1ecZmnNuKkz4Bih1eEBzztXnAc05Nw3GPLB2TXhAc87VptjsiOYBzTlXj9/1yTk3TXzYhnNueniG5pybFt4p4JybDgaMaXL6WvGA5pyrzdvQnHNTwcehOeemh5lXOZ1z08MzNOfc9PCA5pybFp6hOeemgwFlsyOaBzTnXG1Nz9CO+TZ2ks6W9HlJt0m6VdIbqu2nSvqspG9Vj6eMr7jOuYka9HSutkzIKPflLIDfMLPzgGcBr5N0HnAlcKOZbQFurNadc1NAVm+ZlGMOaGZ2j5l9uXq+D7gd2AxcAlxb7XYt8NIRy+ica4K6NxmeYEAbSxuapHOApwE3AWeY2T3VS/cCZ6zwnsuBywGyU7xW6lzTCVDDOwVGqXICIOkE4G+AXzOzR4ZfM7MV47WZbTOzrWa2NTthdtRiOOeOA5nVWiZlpIAmqUUKZn9lZp+sNn9f0pnV62cCe0YronOuEdZBlXOUXk4BHwZuN7N3Db20Hbisen4Z8KljL55zrjlq9nCu0wztOcAvAs+X9NVqeRHwduAFkr4FXFitO+emwDh7OSVdJOkOSbskHTIaQtJPSPqypELSy+oc85g7Bczsi6R2wsO54FiP65xrsDFlX5Iy4BrgBcBu4GZJ283stqHdvge8CvjNusf1mQLOuXpsrL2c5wO7zOxOAEnXkYZ87Q9oZvad6rXal5UcuZfTOfcYMr5Ogc3AXUPru6ttI/EMzTlX21EMyThN0s6h9W1mtm0NinQQD2jOufrqB7T7zWzrEV6/Gzh7aP2sattIvMrpnKvHgFhzWd3NwBZJ50pqA5eShnyNxAOac64WUW+WQJ1qqZkVwBXADaR54J8ws1slXS3pYgBJz5C0G/hZ4IOSbl3tuF7ldM7VF8d3Hzsz2wHsWLbtqqHnN5OqorV5QHPO1TOocjaYBzTnXG2TnHhehwc051x9HtCcc9PBbzTsnJsWftcn59w08TY059z08IDmnJsKBkQPaM65qeCdAs65aeIBzTk3FQwomz1VoBkBTRDbhkqhkB5hcH1yAYaisACKAesboZNhWYAiohBQGVGWQRl9xr2bCtqwAc3MQLuFbWhjWUbs5FguynYgtkTZETEXZRtiW8Q2xBbpsW1Ylh7H86MwMA9oq5NhnUhpoELpvGUCgQmykIJa6AtFiDkoZqg0FFuoH1J3cp6lmxxkHtLc+qeZGWzjDNZuEWdaWCuj2JhhmSg2KD12RGxBOTMIalB2ILaMsmNYnn5bhDFVFb3KWYOAVsTKKogVIlJlaoM7yZQpqJWFCEp/jUIfYjsggfp5+iPUbqGynOz3cW4c2i1o5VgrI7YzrBWwXMRWtWQpmKV1hhbDcrBWCmi0IlrpdkZHw3s561EwWjMFfcD6gRJQvwpuWapqmiDkVaZWCAiEVjq5KlJGZq1AkJBnaG4K2IY2caZFbGcUs6mq2d8YiLkoZkTModhQZWidA9XMsmMpmHUitCKtmaL+veVWLZQHtNXJyPJImUeiCSstVTsLpZQ5CivTuYxVUEuP6a9TIAUzM7BWRLEZX8u5UVgrq5ahzCwfLOm3YDlDS2ozs7zKzHIj5JEsj8gD2vGTydg40wWgzCN95VgWKANYV1gGSMQs7R/LFTK1diAPgtwzNLf+lTM5xcaM2AopE8tFf2P6PRSDxxmwFpQzRmwZsWNY+0BmluWRjTNdwliqnAYNb85pRECTjHZe0stLzCAMZWqWiRhBuREs/WUKrJCpGdVfMg9obv2LrZCaXKpsLOYpiB14pHrNiBkpO8sOZGYhi+R5STsvCZ6hHT9ZME7qLAHQyzMWBEVmlCEjBkN5AKV/WBCx+iNxuEzNgsg8oLkpULarzKw11GY2yMw2pABWbrAU0GYsNbd0Ilm7JG+VbJzp0s5LTuoskYcxDbfwgLY6YcxkBUtZilSDTC2WwnJhZinzsipT4/CZmiz18gzGsTm3nsVWGpoRs6E2s+HMLKsys6r9jNxQHsnycn9m1slKZrKCUP/m40dg3stZR67Ips48AEtlKlI3y1kU9DMjZhkRUJ4yMSsNELFI74/FgaBmASx4hubWv7JzYJxZsSHVUIoZqsdq0OyGiOWGZkpCu6TdLphp9+m0Ck7qLDGTFWzqzI+nymlgPrB2dZkis3mX+bINQDcvMBNFLIixytJyYQSsZUSBWhCUqp/SUFAr0+Bb59a7mB88ziyNLUttZqknc5CZRUIrkg21mc3kBTNZwUzeZzbvjq8Nzac+rS5XZFNrnsIyFrNW2hZSV7OAfhbpAlZYytSKNIXAcgMTytIwG8tSULOxdOk4N1llO80AGIwzs7zqzcxIbWZVZqY80u70aeUlGzs9Tmx32ZD3OaWzwGzWY1Nrnmwcf+XNxnobu7XQiICWKTKXLbGQt8lV0q/GZ0QTZik4la1AGYyyFCal2QQBVIKCKGMafKuYgppz611sV9OZqrmZlldDM/I03pLcCO2SLIt0WgWdVsHGVp8NeZ8TWl3m8iU2ZH1OyhfIxvWb8E6B1WWKnJo/St8yFkKbwrKDGjElw4B+P8dKYVkgRqXJ7IMJ7THNLCgNbCzzPJybrFjNzUwBrWoz6xiWGerElJm1C/K8ZKbdZ2Orz1yry4ntRU7Ie5zSWmBj6HFytkBL4xk/Zp6hrS6n5PT8EXqW04l9SgvkQ/8AQYaZ6IWYxvYVGUVMWVoZhya0h+rR45mbAvunNA1PNG+nzCxrl2RVIGvn5f5q5ontRU5uLXJivsQp+TxzYYnT80fGlKH5BR5ryRSZC0ucnM2TEelW7WiFZURLPZZFDEhGv8xSJ0AposLhJ7Q7NwVSdnboRPOQR/JWGprRaRXM5MX+auYJeY8T8yXmsiXmwhJz2SJzYYlsHLc8f6xOTpd0EfBeIAM+ZGZvP9L+LSKnhwViFpgNaQpUJ/TJFMlV0gopW+tkqbi9IqvmdQb6lsbqLJ/Q7tx6d8hE8zxdxCFk8aBBszNZwSmdBebyJU5pLXBKPs/J2QKn548wqx6nhwXaY+gUMMAea1OfJGXANcALgN3AzZK2m9ltK70nAHMhss+6EGEuW6Qk0A0tlrJW6v3M+wAHBt+2SgpB2SoPZGpDE9qdW+8OmmheZWZZHg8ZNDuT95nNemzI+mwMvWrpMqv0OBci2VgKNN4LPK6W+EjqAH8O/BjwAPBzZvadIx1zLTK084FdZnZnVajrgEuAFQNarsAZ2QZgkX3qExSZDV3aKuiEPhvDRnKVzGcd4MDg216R/pnKIqRLD2WB0jM0NyVWmmg+nJlt6swzm3fZ1JrnpHxhf2Y2F5Y4PSwwFyJnZBsIjOc3YWOqctZMfF4DPGRmT5J0KfAO4OeOdNy1CGibgbuG1ncDz1y+k6TLgcsBnrA5JyAyoK1IRiTDaKkkw8gUCbJqieRhsJ56QJEhgYV0qWHziQJuGggIhsLg/7iRhfQ7SL+BA7+LTMt+M8Tqt0T6bWlMP4rxZWh1Ep9LgLdVz68H3i9JZiv3TEysU8DMtgHbACTd1378nfPA/ZMqz1E6DS/rWvCyro1BWZ84ykH28dAN/2DXn1Zz9xlJO4fWt1W/+YE6ic/+fcyskLQX2MQRzvtaBLS7gbOH1s+qtq3IzE6XtNPMtq5BecbOy7o2vKxrY1xlNbOLxlGetbQWlbObgS2SzpXUBi4Ftq/B5zjn1q86ic/+fSTlwEmkzoEVjT2gmVkBXAHcANwOfMLMbh335zjn1rU6ic924LLq+cuAzx2p/QzWqA3NzHYAO47ybdtW36UxvKxrw8u6NhpX1qpNbJD4ZMBHzOxWSVcDO81sO/Bh4C8k7QIeJAW9I9IqAc8559YNH+DgnJsaHtCcc1OjEQFN0kWS7pC0S9KVky7PMElnS/q8pNsk3SrpDdX2UyV9VtK3qsdTJl1WSCOwJX1F0qer9XMl3VSd249XDbCNIOlkSddL+oak2yU9u8Hn9derf/+vS/qYpJmmnFtJH5G0R9LXh7Yd9jwqeV9V5lskPX0SZV4rEw9oQ1MgXgicB7xC0nmTLdVBCuA3zOw84FnA66ryXQncaGZbgBur9SZ4A6l3eeAdwLvN7EnAQ6TpJE3xXuAzZvZk4KmkcjfuvEraDLwe2GpmTyE1Yg+m4jTh3P4ZsHyM2Ern8YXAlmq5HPjAcSrj8WFmE12AZwM3DK2/GXjzpMt1hPJ+ijT/7A7gzGrbmcAdDSjbWaT/vM8HPk2aPHM/kB/uXE+4rCcB36bqmBra3sTzOhixfippZMCngZ9q0rkFzgG+vtp5BD4IvOJw+03DMvEMjcNPgdg8obIckaRzgKcBNwFnmNk91Uv3AmdMqlxD3gP8Nuy/+NUm4GFLYwOhWef2XOA+4E+rKvKHJM3SwPNqZncDfwx8D7gH2At8ieaeW1j5PK6b39uxaEJAWxcknQD8DfBrZvbI8GuW/tRNdPyLpJcAe8zsS5Msx1HIgacDHzCzpwHzLKteNuG8AlTtT5eQgvDjgVkOreI1VlPO4/HQhIB21HM/jzdJLVIw+ysz+2S1+fuSzqxePxPYM6nyVZ4DXCzpO8B1pGrne4GTq2kj0KxzuxvYbWY3VevXkwJc084rwIXAt83sPjPrA58kne+mnltY+Tw2/vc2iiYEtEbP/ZQk0ojl283sXUMvDU/LuIzUtjYxZvZmMzvLzM4hncPPmdnPA58nTRuBBpRzwMzuBe6S9EPVpgtIl45p1HmtfA94lqSN1f+HQVkbeW4rK53H7cAvVb2dzwL2DlVN179JN+JVDZMvAr4J/CvwlkmXZ1nZfpyUrt8CfLVaXkRqn7oR+BbwD8Cpky7rUJmfB3y6ev7vgH8BdgF/DXQmXb6hcv4osLM6t38LnNLU8wr8d+AbwNeBvwA6TTm3wMdIbXt9Uub7mpXOI6mj6Jrqt/Y1Us/txM/vuBaf+uScmxpNqHI659xYeEBzzk0ND2jOuanhAc05NzU8oDnnpoYHNOfc1PCA5pybGv8fzUAeS6l9q2wAAAAASUVORK5CYII=\n", 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\n", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -216,7 +232,7 @@ "id": "82ceca9b", "metadata": {}, "source": [ - "We will also setup the source term." + "Also setup the source term." ] }, { @@ -250,14 +266,18 @@ "id": "9208e4c0", "metadata": {}, "source": [ - "Now we can specify our wave equation, set up our source term, create the operator, and run it." + "One can now specify the wave equation, set up the source term, create the operator, and run it." ] }, { "cell_type": "code", "execution_count": 9, "id": "dd4f0a68", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "name": "stderr", @@ -270,9 +290,9 @@ "data": { "text/plain": [ "PerformanceSummary([(PerfKey(name='section0', rank=None),\n", - " PerfEntry(time=0.002302000000000004, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[])),\n", + " PerfEntry(time=0.0018100000000000021, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[])),\n", " (PerfKey(name='section1', rank=None),\n", - " PerfEntry(time=1e-05, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[]))])" + " PerfEntry(time=8e-06, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[]))])" ] }, "execution_count": 9, @@ -301,23 +321,25 @@ "cell_type": "code", "execution_count": 10, "id": "7028e40f", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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\n", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], "source": [ - "plt.imshow(p.data[1].T, origin='lower')\n", + "plt.imshow(p.data[1].T, origin='lower', cmap='seismic')\n", "plt.colorbar()\n", "plt.show()" ] @@ -329,9 +351,20 @@ "source": [ "This approach also yields the expected reflection." ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "2968474f", + "metadata": {}, + "outputs": [], + "source": [ + "assert np.isclose(np.linalg.norm(p.data), 202.88863)" + ] } ], "metadata": { + "celltoolbar": "Tags", "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", diff --git a/examples/3_diagonal_surface_acoustic.ipynb b/examples/3_diagonal_surface_acoustic.ipynb index 7e94e55..09dac41 100644 --- a/examples/3_diagonal_surface_acoustic.ipynb +++ b/examples/3_diagonal_surface_acoustic.ipynb @@ -5,27 +5,29 @@ "id": "551df35e", "metadata": {}, "source": [ - "# 2nd-order acoustic diagonal boundary\n", + "# 2nd-order acoustic diagonal free-surface\n", "\n", - "We will now try a slightly more complex boundary, cutting through the domain at 45 degrees." + "This notebook showcases a slightly more complex boundary, cutting through the domain at 45 degrees." ] }, { "cell_type": "code", "execution_count": 1, "id": "f536d1d5", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "data": { - "image/png": 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knXayRScRzIxOM0uNp6uRyNmmUrUWWrvK9v18jGxvoch14KKGuKSmbJ/agk62QWb8WrgFs8mFdIWu6XHRXuaCXeF8ssYl0yMTaEuKkYMXpzgmF4lEvGxvzHbZPh+R7a3QryT7cbJ9WrmoA9ne2pJ2tklmCjpundz06boe7WSTJbvKebPGebPGhWSVbrLBcpLgJKGdpLP66SjimFwkckZpxiVZ68fgstR3cK0R2T7EJRVZWCaShUmGEdle05IkKzC2rGX7xXQTlxQsug1aZouu7bFo1lk2K77AmRWWzTptUbIZdXAVPhk4FrlI5OzRlO1bLT+L2s4pwynqNtm+luzDdcbgOm3I9lmBy4Zl+27aIzd9LqUrtMwWF+0KHdPjCvso55M1ls06lxIhEzfDDs6jKmyqmelrHgWxyEUiByF0cNtk+3qSIan3ZCjcLrJ9PckQZHs7XravVK12sknH9Ogk63SSHp1kk7YoTsxMO7gmZRyTi0TOEFUH15Dtmwt9y9RQtPwY3JBs3/YdXL/l900dle2ruKRR2b7ZwTUX+p5L1rlkenQToS3pzDu4Cj/xEE9XI5GzQYhL2pds31C0huKSgmxvTDlWtl+wGyzaDTLps5Bs0E42wvUWmUAuBieHeToZJx4ikbPBTrJ9Iy6pTH331s+GZftKsh+S7UNckrEFebZFO9scK9tf7R4mT7Z4jH2oXujbOeQOriJOPEQiZ4QqLmmsbD+mgxuV7dWMke2N1rJ9aguykbikltkikz55slV3cAuyRS7gJDnkDm5AERcDRyKnmEq2zzIfWZ6lQ3FJasXL9iEuaUi2Twdjb0NjcBNk+45bp5uus+xW67ikagyu6uAWEmFRUjKxGDn8DksRtvTklYyTd8SRyDFRy/apq2X7agyunDAGp6GTG4pMau5sbwaBl25M4GUzLqnZwS0kQibJkRU4iBMPkcipRayFsNB3V9m+3ZDtU69qVQbDtrikKWX7jukNdXC5wKKkYanI0RUdReLpaiRyKpGk3tl+SLYfF5dUyfauuQ6uugzHJY3K9lVc0qhs30mGZXt3xB1ckzjxEImcIppxSWQZ0srRdo6GbQPLdDguSY0fg6viknaU7cMsalO2v5Ct1rL9kl1l2axwhX2UTtIbku2PuoOrUCUuIYlEThXG2wxkGRJc1DJs/FzkhtIlAw81HZHtXYhLSpsbP5eI2y7bL9hN2naTjl1n0WzQNb1atj+frNFJNukmQi7m0JeJ7ISfeJjtLK6IGOBO4H5VfZaIPB64FbgA3AU8T1U3D/IeJ68sRyKHTWIQl/oxuHbLd3B5hrZSL9vnhiJPKHKptw4sskZkedW5ZUqRKWVW1rK9TQuytE8rbDqzmG6wlK1xPu2x5NZYcqtctJdZNiu1bN9NCtriyMQd9ydDQTLVZQ+8GLi7cfuXgF9V1a8EHgJeeNBjjkUuEmki4uOSUoe0WshC28v27Yyi7Shaln7L0A+6Vj8Py0Sq67BUpMigSH2BIy1J8j4u65PlWyzmGyxmG3TTHufTHl3XY9mtctGucMk+ygW7whXmUS6ZHpcSYTnxC32Pai3cJBSh1Oku0yAi1wLfB7wm3BbgO4HbwlPeADz7oMcdT1cjkYoqLinLBrJ96gayfWZ2l+3TEdneKZKWQ3FJo7J91/pMuK5Z5ZxZr09RfVySOzTZfj/MeAnJrwEvAzrh9gXgYVXth9v3Adcc9E1ikYtEYLtsb82wbJ/5U9R+nlCk0tjRvopNYnA9Rrav4pJ2ku2vso/Usv1ykpAdgaq1F/y+q1MXuYsicmfj9i2qekt1Q0SeBXxRVe8SkW+f2UGOIRa5SCTI9nVcUlC1qmUi2xb77hSXNEG2zxoLfUfjkpq7alWyvZNkrjo4j+wl/vxBVX3yDo9/C/D9IvJMIAfOAa8GzouIDd3ctcD9BzliiEUuctaZUravJhjquKS6kzuZsv1+8FsSzmZcUFVvBm4GCJ3cS1X1h0Xk94EfwM+wPh94+0HfK048RM4uIhNl+73GJTVl+2pf1KZs75Ji7mT7vaIqlJpMdTkALwd+RkTuwY/Rvfagx32gTk5Efhr4MXyR/0vgR4CrmfE6l0hk5jRl+9EObjGlrFStINsX6XBcUjX2NtTBBdne2IJ2PizbL7qNuoObB9l+vxzGYmBVvR24PXz9aeAps3z9fR+xiFwD/BPgyar6RMAAz+UQ1rlEIrOmlu2d9ZMMu8j2o3FJzU6ujkuyZd3B7Ue2Py6TYVp8npxMdZknDjomZ4GWiGwBbeAB/DqXHwqPvwH4eeA3D/g+kchMGJLtWy2/TKQxi7pNtg9xSbvK9o24pEq2X7CbLGVrdF2Pru2N7eAq2X7eOzjPGUsGVtX7ReSXgc8CPeAP8aenU61zEZGbgJsActr7PYxIZG9Usn2ITNpRtq86t2o21ewu27uwDq5lt8jtoHtbNOv1LGol2x9HXNJB8EtI5qtLm4Z9FzkRWQJuBB4PPAz8PvCMab8/rJm5BeCcLOt+jyMSmYadZPttHVyrEZcUZPsi7Ic6tG2gHcQltfPtcUk7yfbtY4pLOgiH4a4eBQc5XX068BlV/RKAiLwVv/Zl5utcIpEDM0G299sGhq0DM58kUsclpWGSoSnb1yZDGbYNHI5LmiTbN02GeZDt98tZi1r6LPBUEWnjT1efhk8TeD8zXucSieyb5s72LvUdXCsb3tm+5ScaqkSRfu4nGYo8nKJm6uPLg2yPC3FJptwWl7SUrdEyWyy5Nbqmx0V7mQt2pd74uS1axyWdNHzU0hk6XVXVO0TkNuDPgT7wF/jTzz8AbhWRXwj3HXidSySyX8RZxFqf6Julg53tW5aiZSlSr2qVYWd7NY24pNSPvxVZMBqCbC+pj0tyrqjjkjpundz06TrvoVaJvhfsCheSVbrJBpcSwZ3QDq7iTI3JAajqzwE/N3L3zNe5RCJ7ptnBWesjy4NsX+ahg8uCbJ/6U9QixZ+upg3Z3m2X7a0ratm+7bbITJ9FtzFRtu8mG3SSkkzSOVS1psenkJyt09VIZD6pZHtj/DKR1NXLRMq2owh5cP1WQuGkIdlPkO3zEtx22T41xUTZ/gr7KOeTtbmV7feD17pikYtEjpdR2T5Lhxf6po3FvtWeDJNk+3qZiPpJBlPiXDE2LmlUtu8kvTmX7fdD7OQikeMlyPZ1XNIMZXvr+mRpn8VGXFIl2zc7uMfYhziXrHOl6c21bL9f5s1mmIZY5CKng4ZsL6mbKNtrLdiPl+3VgJrtsr0xJaktcEm5q6qVS59cIBdzImdRJ3HmZlcjkblhp7ikGcn2ediTYTQu6STL9vshnq5GIseAGAPGbItLwiZeqm/I9mr2LttbU9YdXJoUO8r2uXAiZPv9UO3xcNKIRS5ycqniknaQ7bcW7DbZvt5VK6x/G4osH5Htq7ikaWX7bnI6Ozjws6v92MlFIkdHHZdUyfaNyPKdZHu1wWSwjMyibpftmzvbt8wWi2Z4FvVcsk4u/RMn2++XeLoaiRwBTdle8twv9N2vbN/s4HaQ7Tt2nSW3VpsMV9lH6CQ9rjS9Oi7pNJ6iDrGH7QbniVjkIicPSRBnwaX1toFDsn2zgxuR7f3XDJsMIx1cU7bP7RYLZrOW7TvV7vbJGu1ki06Q7U97BweD0MyTRixykRPDUFySS5GF1kC2bzufJNIaeKjbZHsLRa6DHe5DXNJusv2FdGWbbH/J9MiEWrY/7QWuInZykchhEuKSatm+lVHmKWVuvapVyfZW6FeS/ahsHwqcpiEuKcj21pYTZfslu+q7N7NWy/bLSYKT5FQt9N2NMxeaGYkcGZNk+8x52T5vyPYhLqnIwjKRLEwyVLJ9KHCaliRZMbSz/WK6iUuKIdl+0ayzbFY4Z9a5YFZOjWy/HxShX568jjUWuch8M062r+KSKtk+S+i3g2xfS/bhOmNw3ZTtswKXDcv23bS3o2y/bNa5lMipkO33SxyTi0RmSejgtsn2qQ2TDAlFGjq43Xa2T0dke7u7bN9JeiyE606ySVs0jL+dvD/0maDxdDUSmR1VB9eQ7ZsLfcvUJ/r282RYtm/7Dq7fwgdgNhf62kFc0jSy/VX2Ec4l61wyPbqnULbfK3FMLhKZFSEuaVS2rxb67mVn+3qhb5DtjSmx1sv2o/uiLtoNMukPqVpVXNJpk+33SyxykchB2YNs38/9LGpTtt8pLsnYgjzbop1tjpXtr3YPkydbQ6rWaYxL2i+KUMSJh0jkYOxFtq93tjeNDs5U1w3Z3mgt26e2IBuzs30mffJka5ts74JsH/HEiYdIZL9Usn2WIQttyNKhDk6teNk+xCUNyfbpYOxtGtm+49bppussu9UzGZe0X/SETjzE315kLqhl+9TVsn0dWe7CLOrIGJzaKgRzvGw/iEsqa9l+UuBlJ1mvO7izItvvB1WZ6rIbIvJYEXm/iHxMRD4qIi8O9y+LyHtE5JPheumgxxw7ucixItZCWOhby/YLrTqyfEi2bzdk+9SrWkXY8Lne2X5Etl9o7S7bj8YlnQnZfl/MVNDvAy9R1T8XkQ5wl4i8B3gB8D5VfZWIvAJ4BfDyg7xRLHKR40WSEFvekO0nxSVVsr1rroObTrav4pIq2X7RrNMxvTouqZLtXezgdmSaLm2619EHgAfC14+KyN3ANcCNwLeHp70BuJ1Y5CInkSHZPsv8zvYhLqmS7ZtxSWr8GFwVl7SjbB9mUZuy/YVslQWzyYV0hSW7yrJZ4Qr7KJ2kd2Zl+72iCkU5dZG7KCJ3Nm7foqq3jHuiiFwHfD1wB3BlKIAAnweu3Ofh1sQiFzkegmxPliF5hmapV7WCbF+6ZOChpiOyvfNxSdtkezdZtu/YdRbNxpBsfz5Zo5Ns0g1xSXGZyO7sYXb1QVV98m5PEpFF4C3AT6nqZWnYJKqqIqL7OtAGschFjpYR2V5aOZqlaCulbIWd7XM/yTBRts/UZ8KNke2ztE8aZPvM9Omm67TMFkturZbtz5s1LpgVls06bdG6g4vsjDK701UAEXH4AvcmVX1ruPsLInK1qj4gIlcDXzzo+8QiFzk6RBBnEWu3y/YtS9GyXrZvhbik3WT7rIR0INs7V7A4Itsvu1VaZqueZNgu27vYwU3N7CYexLdsrwXuVtVfaTz0DuD5wKvC9dsP+l6xyEWOhqqDy7KBbJ+6gWyfmb3J9k7BKZKWQ3FJk2T7rlnlnFkfku0zcWdXtt8neuCTx5pvAZ4H/KWIfCjc97P44vZmEXkh8NfAcw76RrHIRQ6fUdnemsmyfSqNHe2rTo7B9RjZvopLqmT7cXFJTdl+OUnOdFzSQZjh7OqfwMQBvqfN5E0CschFDpcg29dxSeNk+7Qh3FfLRMZ1cBNk+6yx0LfZwVWyfbXQt5LtnSSxg9sHfnb15M08xyIXOTx2ku1DB9dvG4pM6rikIo2y/Twzw9PVIyMWucjhIBIW+brxsn0jLskL9oKa7bK9vwxke7HbZXuXFFG2PyJmObt6VMQiF5k9Tdl+l7ikrZZfB9eMS6rG3oY6uCDbG+v3RW3K9otuo+7gomx/eCjTeanzRixykZlTy/bO+kmGEdl+bFxSI/CyGXxZxyXVsn2xq2zf7OAq2T6aDLPhBJ6tHqzIich54DXAE/E//48CnwB+D7gOuBd4jqo+dJD3iZwMhmT7VssvE2nMok4t2+8Ql1TJ9gt2k6Vsja7r0bU9rnCX6SR+Z/tR2T52cDNCQafXuuaGg/7mXw38B1X9auBJwN341ID3qer1wPvC7chZoJLtQ2TSqGxfrYMrm+vgqmvTkO0bcUl+05nCbzrj+uS2T8tukdtB97ZoQkxSssm5ZJ1OsslCIrSTs7Gz/VEyq6ilo2TfnZyIdIFvw0ejoKqbwKaIzDxFIDLf7CTbb+vgWoOd7SvZvgj7oQ5tG2gHcUntfBNrSjrZRh2X1JTtz5s1rrKPDMn2MS7pcDhrs6uPB74EvF5EngTcBbyYQ0gRiMw5E2R7v21g2DpwRLb3Hd1Ati/Tpskw6OCacUkLdpO23axl+67pRdn+CJm1u3pUHKTIWeAbgJ9U1TtE5NWMnJrulCIgIjcBNwHktA9wGJFjoynbu3S8bN8aL9sX+bBsX2TBRXUhLsmU2+KSlrK1Wrbvmh4X7WUu2JXaRY2y/SGjwBkrcvcB96nqHeH2bfgiN1WKQMiWugXgnCyfwCY4Usv2ee4nGUZl+9SrWuXIzvZqwiSDY5DoG2R7SX1cknPFtrikruuxaDZq2f6CXeFCsko32eBSIrjYwR06J/F0dd8DFqr6eeBzIvJV4a6nAR9jkCIAM0oRiMwZiUFc6tfBtUJkeZb6wMs8dHBZQpmFNXCphKIWTlHDqWl1acr21hWkaZ/c9Wm7Ldpuk0UXNp+xPTpmna5ZrU9Ru8kGnaQkExs7uENH0HK6yzxx0HVyPwm8SURS4NPAj+AL50xTBCJzRFO2X2j7WdSwTKRsO4rc58H1WwmFG8j2dVxSU7a3YZLB7U22r+KSomx/DJzATu5ARU5VPwSMS/+caYpAZE4Yle2zdHihb9pY7Gt3iUuql4mon2QwpV8mMkG2b+6q1Ul6UbY/DvTsTTxEzhJBtq/jkqaQ7eu4pF1ke+v6ZGmfdrZJ222xlK3Vsn2zg3uMfYhzyTpXml6U7Y+Ls9bJRc4IDdleUjck29dxSSOqVh2XNKRoDatalWxvTDlxZ/tRVSuXPrlALiaOwR0LsZOLnDZ2ikuKsv3ZozzuA9g7schFdkSMAWO2yfbYJOxgP+jg1Owg25vxsr015dSyfS5E2f44OYPr5CKnmSouaQfZfmvBDmR751WtIvO7alWK1n5l+9EOLhfoJrGDO25O4jq5WOQiY5FK1apk+0Zk+bad7avOzQVlyzS6uKZs39jZ3oVNZ6qd7Vtmi0UzPIt6Llknl34dlxQL3BwQi1zkpNOU7SUPC313k+1bE2T7tNHBNWT7qoOrZPuOXWfJrdUmQyXbX2l6dVxSPEWdE+LpauTEIwniLLi03jZwSLZvdnDVpjNpYx3cqGw/0sE1ZfvcbrFgNmvZvlMJ98ka7WSLTpDtYwc3Pxx8P/ujJxa5iKeS7RdaXrZfaKGtDM0cZdv5JJFW00P1Y3C1bG+hyINsn04v219IV+iaHst2hUv2cm0yZEIt28cCNyeowJwpW9MQi1wEGCPbtzLKPKXMrVe1KtneCv3Mj70V1XUl26f+VFVTHZLtrS3HyvbtZLPOg7tkL9ey/XKS4CSJC33nkdjJRU4czbgka/0YXOp8B5dbyjzI9un2uKQyC5MMqfrT1VDgNC1JsmJoZ/vFdBOXFCy6DVpmi67tsWjWWTYrnDPrI7J9GlWteSUWuciJopLtjfHLRMbJ9llCvx1k+0ZcUmnDMpHmzvaVbJ8VuGwg26emoJv2dpTtl806lxKJsv28E4tc5MQQOrixsn0W0nzDngyF26NsbweyfW77Y2X7TtJjIVx3kk3aomH8LXZwc0tcDBw5MTTjkoKq1VzoW6Y+0befJ5Nle9OISwqyfRWXlKV9FhtxSeNk+6vsI5xL1rlkenSjbH9imOXsqog8A78ZlgFeo6qvmt2rD4jTVmeNEJc0KttXC313lO1dQ7a36js4N5DtjSmx1sv2o6pWMy6pUrXayRbtKNufLHTKyy6IiAF+A/he4AbgB0XkhsM45NjJnSX2INv3cz+L2pTtd4pLMrYgz7ZoZ5ssppt0017dwS3aDa52D5MnW2Nl+9jBnRxm2Mk9BbhHVT8NICK3Ajfi08VnSuzkzhBDsn0jLqmS7Xfb2V7NGNneaC3b7xSXlCdbE2X7yAlCZboLXBSROxuXm0Ze6Rrgc43b94X7Zk7s5M4CY2T7ZgenVrxsH+KShmT7dDB7upNs34xL6qbrLLvVGJd02pjyVDTwoKqOSw0/cmKROwOIMd5Jbcj2dWT5hDE4DZ3cUGRSQ7YfdHAlbswYXDMuqZOs1x1clO1POLM7Xb0feGzj9rXhvpkTi9wpRqyFsNC3lu0XWnVk+ZBs327I9qlXtapdtSbJ9s24pHGyfdescpV9ZCguKcr2JxuZXWjmB4HrReTx+OL2XOCHZvbqDWKRO81IEmLLG7J9aneW7V1zHVy47CLbV3FJlWy/aNbpmB7njI9LqmR7Fzu4k8+MOjlV7YvITwDvxi8heZ2qfnQ2rz5MLHKnkGZc0m6y/VbLJ/rWsn1rINvX+6PmJdjJsv2FbJUFsxll+1OO6GzXyanqu4B3ze4VxxOL3GmkCrzMMiTPtsn2pRvI9kU6Its7QpJIQ7Z3JeImy/Ydu86i2ahl+2Xjd7bvJJtRtj9tROMhcqyMyPbSyv3O9pmjbIWd7XPfwU2U7bPJsn2W9kmDbJ+ZPt10nZbZYsmt1bL9ebPGBbPCslmnLUoWOrjIKSG6q5FjQ2QQl1TJ9u2cMhS4omW9bN8KcUmTZPuscYrakO2dK1gcke2X3Sots1Un+m6X7V3s4E4ZMTQzcjxUHVyWDWT71KHVJENmppft60kGRdJyKC5pkmzfNavbZPtMXJTtTxs609nVIyMWuZPOqGxvzWTZPpWGZF91co24pDGyfRWXVMn24+KSomx/hoidXORICbJ9HZc0TrZPG4t93XbZfltc0ohsnzUW+jY7uEz6Qwt928kWWZTtTz+xyEWOjJ1k+9DB9duGIpM6LqlID0+278QO7kxwEsfk4qKlk4hIWOTrxsv2DVVLTbW7PeHrgWyvJsQm7SDbu6QYUrUy6Y+V7V2U7SNzSuzkThqVbJ9lu8Yl7STbD3VwQbY31u+L2pTtF91G3cFF2T4ST1cjh04t2zvrJxlGZPs6MmkX2X4oLsmWJMbbDLvJ9s0OrpLto8lwRoizq5HDZGay/Q5xSZVsv2A3WcrW6LoeXdvbUbaPHdwZI3ZykUOjku2tHZbtXbK7bG8asn0jLmmSbJ/bQfdWyfYLyWaU7c84wsmceDhwkQtZ7XcC96vqs0J0yq3ABeAu4HmqunnQ9zmrDMn2WeZVrXaOhm0Dy7TRwbUGO9uXzsv2RVC0Khe1ku2ruKR2vok1JZ1so45LqmT7ykW9yj5CJ+lF2T5yIju5WfwrfTFwd+P2LwG/qqpfCTwEvHAG73F2MX6ioZbts9SrWtXO9llYJpL6S5n6U9QyHcj25ahsnxZY1ydNC/J0i5bbYsFusmg36Nh1ztkeXdPjvFnzl2SN88kG3UQ4n1jaSfRRzyQ6SCLZ7TJPHKjIici1wPcBrwm3BfhO4LbwlDcAzz7Ie5xZEoO41I/BLSz4Di7P0FY6cFHzhCKXei1ckflZ1HoMLtPQxSllVnrZPi+waUGW9mmlWyymm5zL1lnK1jif9lhyayy5VZbtCstmhUvmMstmnW5S0BZHJu64P5nIcVJOeZkjDnq6+mvAy4BOuH0BeFhV++H2oW1OcdqpZfs892Nwo7J9GuKSxu1sn/rxt1q2z0pISyT1cUmjsn2aFHRdj0WzUcv2l+xlLiSrdJMNLiWCExMX+kbmrkubhn13ciLyLOCLqnrXPr//pmonny029nsYp4+qgwvjb4RTVE0tZR7ikrKEsnGK6ouaDCX5Vhd1Cs7L9tYVpGmf3PXJbb9O9O24dbq2R8es0zWr9SlqN9mgk5RkYuPpacQzo31Xj5KDdHLfAny/iDwTyIFz+N2wz4uIDd3cxM0pVPUW4BaAc7I8Zx/LMdGU7RfaPi4pyPZl2/kxuNzHJRVuINvXHVxTtneNuKQ9yPZVXNIl02M5SciiqhWpmMMCNg377uRU9WZVvVZVr8NvQvEfVfWHgfcDPxCe9nzg7Qc+yrNAQ7aX1A3ikqqFvmljZ616j9SGbB+Wh1QXv0xEEVf6Rb6u2CbbL9gNP9lg1mvZvpP0atneSRLjkiJDnMSJh8NYJ/dy4FYR+QXgL4DXHsJ7nC6CbF/HJU0h29dxSaOyvZks27fdFkvZWi3bNzu4KNtHpmLOCtg0zKTIqertwO3h608DT5nF654JGrK9pG5Itq/jksbsi1o2d7a3uk22FzvdzvajqlYe45IiOxC1rsje2CkuaYxsX6RhmUhejcVF2T5yhJzQMblY5I4RMQaM2SbbY5Mg1Q86ODVestdGBzfcyQ3L9tYWWFNOLdvnQpTtIzsi4XLSiEXuOKjiklq533QmS4ciy9UlbC3YgWzfjEvKDibbX+Eu00l622T7bhI7uMgUxE4uMg1S7YtqrV8m0ogs3ybb24Fsr7Yh21u/J8M42d6FTWdGZfuqg1uorhtxSbHARaZh3mZOpyEWuSNkJ9l+W1xSJdu3xsj2lclQdXAN2b7q4CrZvmPXWXJrdVzSFfZROklvKC4pnqJGpiYWuciOSOJle5cOyfaaGd/BpYnfyd404pLSxqYzlWxfbxvod7YfjUtasJvkdosFs8mi2aBrenRMj3NmnfPJGp1kk04i5GJiBxeZnhMamhn/dR8Flaq10PKy/ULLd3Ct1JsMLUvRGsj2/TyMweVBts+gyINsnwXZPhvI9n4d3BadbKOW7ZfTNS6kK1x0KyzbFS7Zy1wyl8O2gQPZPha4yJ44Aq1LRP6FiHxcRD4sIv9ORM43HrtZRO4RkU+IyPdM83rxX/gRIM4iqUPyHGnnaCujzFOKoGr1c0M/T+hnCf1mmkiYZBhcN2T7LKhaWZ92tslC6h3Uc26drutx3q6xZFfrAnchWWU5WWc5SWJcUmTfHJHx8B7giar694C/Am4GEJEb8HbV1wDPAP5NyLPckVjkDpNmXFJTtg95cNtk+7qwhTy4dES2T71sn2RFLdu30i3abou222TRbdSy/ZJbHcqDi7J9ZCYcQSenqn/YSDL6AN6BB7gRuFVVN1T1M8A9TCEexDG5w6KS7Y3xy0TGyfZZQr/dkO3tFLJ9VuCygWyfmmLHne3PJ2ssm3UuJRJl+8iB2UOXdlFE7mzcviWEcuyVHwV+L3x9Db7oVUwV5RaL3GGQ+CUi9c72WTpQtbIwwZAmfpMZN0a2H7ezfSXb24Fsn9v+tp3t28kmncTvydBJenSSTdqiYQb1JC7ljMwNyl4CMR9U1SdPelBE3gtcNeahV6rq28NzXgn0gTft7UCHiUVu1jTjkoKq1VzoW6aGouUDLyfK9qbq5AayfRWXlKV9FhtxSeNk+6vsI5xL1sMkQ5TtI7NhlhvZqOrTd3wvkRcAzwKepqrVu94PPLbxtIlRbk3imNwsCXFJo7J9tdB3R9neNRQtG+KS3EC2N6bE2pJ0zL6oVQfXVLXayRbtKNtHZs3RzK4+A584/v2qutZ46B3Ac0UkCxtmXQ/82W6vFzu5WbEH2b6fy2AWNZftcUl2clzSYrpJN+3VHdyi3eBq9zB5sjVWto8dXGSWiM6olduZfw1kwHv8tjF8QFX/sap+VETeDHwMfxr7IlUtdnuxWORmxJBs34hLqmT70Q5uVLZXM0a2N+PjktKkGJLt82RromwficyMI0ohCTv9TXrsF4Ff3MvrxSJ3UMbI9s0OTq142T7EJW2T7TM/ubCTbN+MS+qm60OyfYxLihwl0V09g4gx3kltyPZ1ZPmEMTi1DdnebpftBx1ciRs3BmcGY3CdZD3K9pEj4yRqXbHI7ROxFozxHVweFvoutOrI8iHZvt2Q7dOgau0i2zfjkibJ9qNxSVG2jxw6sZM7Q0gSYsvTetOZMrUD2b4Zl1TJ9m5Etncjsn0jLqmS7attAyvZftGs17L9uWSddrJFJxFc7OAih80cblIzDbHI7ZGhuCSXetm+lXlVq+38Qt9Wc9NnPwan1scleYtBBzvc5yVYJckLjCnJsy1SW9DJNshMnwvZKgtmkwvpCl3T46K9zAW7Um8bmAm0YwcXOSpikTsDVIGXWebjkoJsX+aWIjd+qUie+OKW+bG3orp2DJzUrHJRBzvbW1vSzjbJTEHHrZObPh27zqLZYMkOXNRqZ/vlJMFJEpeJRI6EWS4GPkpikZuWoGolrRys9YGXlWzfasj2QbQvrV8Hp9bPopYmdG7VKWqqaOpdVGNLsrRPagsW001cUtBN12mZLZbcGotmnfNmjWWzwgWzwrJZpy1KJmlUtSJHipQnr8rFIjcN42T7dk4ZTlGbsr0/PR2R7TMG1+l22d65gsUg23fTHrnps+xWaZktLtoVOqY3RrZ3sYOLHC1xt65TyjjZPnVoPcmwB9m+nmRQJPWyfZr2d5Ttu2Z1m2zvwy5jBxc5euISktPGXmT7VBqSve/ghmR7t7tsPykuKcr2kbkhdnKniGlk+7Sx2NeNl+2H4pJ2ke0X7AaLdoNM+ttk+yzK9pE5IE48nBZ2ku1DB9dvm5Dk68fginSCbG8OLtt3YgcXmQcUOBpBf6bEIjeKSFjk67bJ9qNxSWqq3e0JXw9kezXTyfbNne0z6Y+V7V2U7SNzQhyTO+lUsn2W7RqXtE22Twdjb0NxSUG2N9bvizoq2y+7VRbtRpTtI3NPXCd3Cqhle2fBmr3J9o1L3cENyfbFWNm+iktqjsE1ZftoMkTmBtV4unpSObBsH3bV2haXNEa2X7CbLGVrdVzSTrJ97OAi80bs5E4qlWxv7bBs75LpZHsXLo24pEmyfW4H3Vsl2y8km1G2j5wMYpE7WQzJ9lnmVa12joZtA8u00cG1BrJ96XaW7asOrp1vYk1JJ9uo45Iq2X7JrrJsVrjCPkon6UXZPnIiiJ3cSWNUts9Sr2o1ZPvaQ03D2FvqO7hKti9HZXtXYp2X7fN0C5eULNhN2nazlu27pje08XMn2aSbCLmYuEwkMr8oUJy8Knc2i9wk2b6VDmT73E80jMr2Rd6Q7VMoMqXMynpn+1HZPjPeZmjK9st2ZZtsX3Vwkcg8c6Y6ORF5LPBG4Ep8jb9FVV8tIsv4Ha+vA+4FnqOqDx38UGeECOIsYq2fZMjSgWzfshQt62X71gTZPoRd1rJ9VkI6WbZPk4Ku67FoNmrZ/pK9zIVktZbtXezgIieFEzi7epCBnz7wElW9AXgq8CIRuQF4BfA+Vb0eeF+4PR8kBrHOr4PLMz+LmqV+DC4fiUty/hTVTyrIYHIh9Xui1vuiumHZPnd9ctuvE307bp2u7dEJkwzVKWo32QiyvY0dXOTEIDrdZZ7Ydyenqg8AD4SvHxWRu4FrgBuBbw9PewNwO/DyAx3lLGjK9gttH5cUZPs6Lin3HVzhtsv2fkf7hmxfxSUF2T5N+3SmkO2rRN/lJCGLqlbkJHGWo5ZE5Drg64E7gCtDAQT4PP50dtz33ATcBJDTnsVh7HSAiHXDcUnNhb5pY7FvvUfqhLikSra3irgSY0qcK8gaC31H45KqXbU6Sa+W7Z0kMS4pcqIQQM7ixIOILAJvAX5KVS9L4w9XVVVkfPOqqrcAtwCck+XD++SCbN+MS9pNtq87uD3sbN92Wyxla7Vs3+zgomwfOS3IGRuTQ0QcvsC9SVXfGu7+gohcHR6/GvjiwQ7xADRk+2Zc0jjZvqlqlc2d7a1uk+3F7i7bj1O1omwfOdHoHi5zxEFmVwV4LXC3qv5K46F3AM8HXhWu336gI9wvO8UljZHti9QvE6nikoZke7O7bL/oNuq4pCjbR04nJ9NdPchf27cAzwO+U0Q+FC7PxBe37xKRTwJPD7ePHDEGjNkWl4RN/OYyjQ5OjV/oq40ObqiTC4GX2DLK9pEzzVHOrorIS0REReRiuC0i8usico+IfFhEvmGa1znI7Oqf4Mcix/G0/b7uQRmS7VstP8nQiCxXl7C1YAeyfYhL2lW2b/d3le2vcJfpJL0o20dOL0fUyYV1uN8NfLZx9/cC14fLNwG/Ga535PT91TVl+9QNRZaXqak3nRmMwzXWwRmGZlNr2d6VGFvgnO/gqnVwo7L9QrJRy/ZVB9dOTCxwkdOB+tnVaS4z4FeBlzE8wncj8Eb1fAA4X43/78Sp0bp2ku23xSVVsn1rINsXzqtatckwEpfUzgcd3G6y/ZWmV3dw8RQ1cqo4gkZORG4E7lfV/yLDy6yuAT7XuH1fuO8BduDUFDkkQZwFlw7J9n7bwLB1YBYiy6u4pLSxDq6S7ettAwcdXDMuacFuktstFswm52yvlu3PmfVatu8E2T52cJHTxh6WkFwUkTsbt28Jy8b864i8F7hqzPe9EvhZ/KnqTDj5Ra6S7RdavsAttNBW5ne2D3FJRWtYtu/nDdk+xCVtk+3zAmNK8myL1BZ0so0h2f5CukLX9LhoL3PBrtQmQ4xLipxqpi9yD6rqkye/jD593P0i8rXA44Gqi7sW+HMReQpwP/DYxtOvDfftyIkvcttk+1ZGmfs0kSL3Y3D9kCjSz/2mM0XmZ1Nr2b7KgwuyvaQlLvWyfTvbJDMFHbdObvp0XY92ssmSXeW8WeOCXeFCsko32WA5SXCSxIW+kdOJAoe8kY2q/iVwRXVbRO4FnqyqD4rIO4CfEJFb8RMOjzTsqomc3CI3EpdEnvmd7UMe3JBsHyYaijTsqpVWp6haS/c+D24Ql1TtbN92W2Smz6LboGW26Noei2Z9KA+um2zQSUoySaOqFTm1CHrcxsO7gGcC9wBrwI9M800ns8hVsr0xfpnIONk+S+i3G7J9My5pkmwf4pIq2T41RZTtI5Em5dHuSaiq1zW+VuBFe32Nk1fkQgc3VrbPwgRDtUxkr7K9Hcj2ue2Ple07id+ToZP06CSbUbaPnB2O4HT1MDhZRW6MbN9c6FumhqLlx+AmyvaG4YW+dhCXlKV9FhtxSeNk+6vsI5xL1rlkenSjbB85Y5xEQf/kFLkJsn210LeS7Ys02S7bu2HZvu7ggmxvTIm1JekYVWvRbpBJf0jVaidbtAVyMVG2j5wtYpE7JPYg2/dzoZ8Ny/ZDcUlmclzSYrpJN+3VHVyU7SORJidT0D8RRW4vsn1pt8v2akZ2tg+XZlySS0oy0ydNil3jkqJsHzmTxN26DoHEIM4OyfbNDk6teNk+xCVVsn2RCWUWNptxO8v2VVzSONk+dnCRyDBxTG7GiDHeSW3I9nVk+YTASw2dXGkakUkN2b7q4CrZfltkuRmOLB+NS4oFLnKmiUVuNjRle8lzv9B3oVVHlg/J9u2GbF/FJe0i2zfjkirZvmPXWXJrXLQrdM3q2LikeIoaOdMoUMYiNxsasj1ZiqbOz6JWsr2T4XVw42R7x2DbQFv6WdQdZPtFs8Fi2DbwnFnnXLJOO9mikwgudnCRCHHiYQYMxSXtItv7TZ/Hy/a1i5qXYHeW7au4pCjbRyJTEIvcATHeZiBs/lzL9vmIbG/9MhG1Ddne+Q6uKnDeRR3I9taW22T7jl1n0WzUsv15sxZl+0hkEgoUJ095mI8iJyAurWV7aeV+Z/vMUbZGZPsQl1RkYZlIFiYZsiDbhwKnaVnL9lnaJ7UFi+kmLilYdBss2k2W3Fot2y+bFS6YFZbNetjZPsr2kcgwChqL3L4QSZDUDWT7dk4ZTlGbsr0/PR2R7TMG1+l22d65gsUg23fT3pBsf9Gu0DG9WrZfNutcSoRMXOzgIpFxxNPVfSKC5NlAtq8nGQayfeGmkO3ddtk+d/3Jsr3p1Tvbd5JN2qJh/C12cJHINuLs6gEwCdJZPFTZflxc0mPsQ1G2j0T2Quzk9onIdtk+HV3su122H1rou4Ns3+zgKtm+WujbTrbIomwfiUxHLHL7JEkoF1t1Bze1bG/3Jttf7R4mT7aGVK1O7OAikelQhaI47qPYM3NR5FQYikvaJtubYdlezc6yfTZmZ/tM+uTJ1jbZ3gXZPhKJTEHs5PaJSSgW3GTZPh2MvflFvzvL9h23TjddZ9mtxrikSGSWxCK3PxT8LOok2b55mUK2b3Zw4+KSKtk+mgyRyF7QOLu6X9RAv23Gy/Zhw+dtcUljZPsqLmla2T6epkYie0BB42LgfSLN4Esa6+Eq0X64gxsn27fs1ljZfiHZjLJ9JDIrota1PzSBrZYfgyudULR2l+3b+SbWlLVsfyFbrWX7JbvKslnhCvsonaQXZftIZBaoHvmWhLNgPoqchHikEJdUyfZl2tz4uUTcQLbP0y2yEJfUtpu1bN81vaGNnzvJJt1EyMXEZSKRyEGJEw/7RPwsapE3ZPsUikwps3JoZ/umbF/FJbXMVi3bX7SXfZpIQ7avOrhIJHIwNHZy+0MT/HKREHZZy/ZZCenOsn3X9Vg0G7Vsf8GucCFZjbJ9JDJzYmjm/pEwuZAGVSsNsr1TJPWyfZr2x+5s37W9WravTlG7yUaIS3JRto9EZkUU9AeIyDOAVwMGeI2qvmqn52viF/tOku3TtE9nD7L9cpKQRVUrEpkpCugJ1LpmPs0oIgb4DeB7gRuAHxSRG3b7Ph+Z1JDtXVnL9tmIbL9gN1i0G3TM+ljZ3kkSO7hIZNZoCM2c5nJAROQnReTjIvJREfnnjftvFpF7ROQTIvI907zWYXRyTwHuUdVPh4O6FbgR+Nikb9AEitZk2b7ttljK1mrZfrSDi7J9JHI06BGcrorId+BrxpNUdUNErgj33wA8F/ga4DHAe0XkCaq6Y3t5GAvGrgE+17h9X7hvCBG5SUTuFJE7i9VVEEC0vk4SxSQlRhQrJbb6OilxUtSXNFwbAYPEDi4SOUyOppP7ceBVqroBoKpfDPffCNyqqhuq+hngHnxTtSPHNvGgqrcAtwCIyJfuffFLV4EHj+t49shF4rEeBvFYD4fqWB93kBd5lIfe/V697eKUT89F5M7G7VvC3/w0PAH4r0XkF4F14KWq+kF8s/SBxvPGNlCjHEaRux94bOP2teG+iajqJRG5U1WffAjHM3PisR4O8VgPh1kdq6o+YxbHAyAi7wWuGvPQK/F1aRl4KvCNwJtF5Cv2+16HUeQ+CFwvIo/HF7fnAj90CO8TiUROKKr69EmPiciPA29VVQX+TERKfDe65wYKDmFMTlX7wE8A7wbuBt6sqh+d9ftEIpFTy9uA7wAQkScAKf50+x3Ac0UkC03U9cCf7fZihzImp6rvAt61x2+b9nx9HojHejjEYz0cTtKxArwOeJ2IfATYBJ4furqPisib8Ss1+sCLdptZBRA9gZpGJBKJTEvMHIpEIqeaWOQikcipZi6KnIg8I2ga94jIK477eJqIyGNF5P0i8rGgmLw43L8sIu8RkU+G66XjPlbwWp2I/IWIvDPcfryI3BE+298TkbnRQUTkvIjcFvSdu0Xkm+f4c/3p8Pv/iIj8rojk8/LZisjrROSLYQyrum/s5yieXw/H/GER+YbjOOaj5NiL3H5d1yOkD7xEVW/Ar9t5UTi+VwDvU9XrgfeF2/PAi/Gz2hW/BPyqqn4l8BDwwmM5qvG8GvgPqvrVwJPwxz13n6uIXAP8E+DJqvpEfPDEc5mfz/a3gNE1bJM+x+/Fz0peD9wE/OYRHePxoarHegG+GXh34/bNwM3HfVw7HO/bge8CPgFcHe67GvjEHBzbtfh/0N8JvBMvyT0I2HGf9TEfaxf4DGHyq3H/PH6ulaq4jF+R8E7ge+bpswWuAz6y2+cI/FvgB8c977Rejr2TY0rXdR4QkeuArwfuAK5U1QfCQ58Hrjyu42rwa8DLgEoevAA8rH7tIszXZ/t44EvA68Pp9WtEZIE5/FxV9X7gl4HPAg8AjwB3Mb+fLUz+HE/M39usmIcidyIQkUXgLcBPqerl5mPq/0s81rU4IvIs4IuqetdxHscesMA3AL+pql8PrDJyajoPnytAGM+6EV+YHwMssP30cG6Zl8/xuJiHIrcvVeMoERGHL3BvUtW3hru/ICJXh8evBr446fuPiG8Bvl9E7gVuxZ+yvho4LyLVou95+mzvA+5T1TvC7dvwRW/ePleApwOfUdUvqeoW8Fb85z2vny1M/hzn/u9t1sxDkatd1zA79Vy8vjEXiIgArwXuVtVfaTz0DuD54evn48fqjg1VvVlVr1XV6/Cf4X9U1R8G3g/8QHjasR9nhap+HviciHxVuOtp+JXsc/W5Bj4LPFVE2uHfQ3Wsc/nZBiZ9ju8A/scwy/pU4JHGae3p5LgHBcPg5zOBvwI+BbzyuI9n5Ni+Fd/qfxj4ULg8Ez/e9T7gk8B7geXjPtbGMX878M7w9Vfg/b57gN8HsuM+vsZxfh1wZ/hs3wYszevnCvwz4OPAR4DfBrJ5+WyB38WPFW7hO+QXTvoc8ZNRvxH+1v4SP2N87J/vYV6i1hWJRE4183C6GolEIodGLHKRSORUE4tcJBI51cQiF4lETjWxyEUikVNNLHKRSORUE4tcJBI51fz/iqrPliFrgVQAAAAASUVORK5CYII=\n", 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\n", 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" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -54,7 +56,11 @@ "cell_type": "code", "execution_count": 2, "id": "af513a1c", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "name": "stderr", @@ -117,7 +123,16 @@ "execution_count": 6, "id": "bec05fef", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Generating stencils for Derivative(p(t, x, y), (x, 2))\n", + "Generating stencils for Derivative(p(t, x, y), (y, 2))\n" + ] + } + ], "source": [ "derivs = (p.dx2, p.dy2)\n", "subs = boundary.substitutions(derivs)" @@ -127,18 +142,20 @@ "cell_type": "code", "execution_count": 7, "id": "24b1dab5", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "data": { - "image/png": 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\n", 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\n", 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" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -212,22 +229,26 @@ "cell_type": "code", "execution_count": 11, "id": "84d50ec6", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "Operator `Kernel` ran in 0.05 s\n" + "Operator `Kernel` ran in 0.03 s\n" ] }, { "data": { "text/plain": [ "PerformanceSummary([(PerfKey(name='section0', rank=None),\n", - " PerfEntry(time=0.047145999999999987, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[])),\n", + " PerfEntry(time=0.02158299999999999, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[])),\n", " (PerfKey(name='section1', rank=None),\n", - " PerfEntry(time=1.8000000000000004e-05, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[]))])" + " PerfEntry(time=1e-05, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[]))])" ] }, "execution_count": 11, @@ -244,37 +265,42 @@ "cell_type": "code", "execution_count": 12, "id": "df9c7bd5", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "data": { - "image/png": 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\n", 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\n", 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" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], "source": [ - "plt.imshow(p.data[1].T, origin='lower')\n", + "plt.imshow(p.data[1].T, origin='lower', cmap='seismic')\n", "plt.colorbar()\n", "plt.show()" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 13, "id": "1bc2c879", "metadata": {}, "outputs": [], - "source": [] + "source": [ + "assert np.isclose(np.linalg.norm(p.data), 167.38318)" + ] } ], "metadata": { + "celltoolbar": "Tags", "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", diff --git a/examples/4_diagonal_surface_staggered_acoustic.ipynb b/examples/4_diagonal_surface_staggered_acoustic.ipynb index f18d811..fbea754 100644 --- a/examples/4_diagonal_surface_staggered_acoustic.ipynb +++ b/examples/4_diagonal_surface_staggered_acoustic.ipynb @@ -5,18 +5,22 @@ "id": "762de9ae", "metadata": {}, "source": [ - "# Diagonal boundary with the 1st-order acoustic wave equation\n", + "# Diagonal free-surface boundary with the 1st-order acoustic wave equation\n", "\n", - "Now we will move to a slightly more complex system of equations: the first-order formulation of the wave equation, formed from coupled system of velocity and pressure update equations.\n", + "This notebook will move to a slightly more complex system of equations: the first-order formulation of the wave equation, formed from coupled system of velocity and pressure update equations.\n", "\n", - "We will begin by loading in the 45 degree surface. In this case, as we have staggered grids, we will need to load an SDF for each staggered grid. The grid to which each SDF pertains is deduced automatically from the SDF `Function`'s `staggered` attribute." + "Beginning by loading in the 45 degree surface: in this case, as staggered grids are used, an SDF is required for each staggered grid. The grid to which each SDF pertains is deduced automatically from the SDF `Function`'s `staggered` attribute." ] }, { "cell_type": "code", "execution_count": 1, "id": "707fdbd7", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "data": { @@ -91,14 +95,18 @@ "id": "40b24e35", "metadata": {}, "source": [ - "We will provide all three SDFs to the `BoundaryGeometry`. If desired, the cutoff at which points are considered to be too close to the boundary can be modified by supplying an optional `cutoff` argument in the form `{origin: 0.5}`. The key is the origin of the subgrid, and the respective value is distance from the boundary in grid increments. If not supplied, it will default to half a grid increment." + "All three SDFs are provided to the `BoundaryGeometry`. If desired, the cutoff at which points are considered to be too close to the boundary can be modified by supplying an optional `cutoff` argument in the form `{origin: cutoff}`. The key is the origin of the subgrid, and the respective value is distance from the boundary in grid increments. If not supplied, it will default to half a grid increment." ] }, { "cell_type": "code", "execution_count": 2, "id": "c1a4c1cb", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "name": "stderr", @@ -127,7 +135,7 @@ "id": "997c8c09", "metadata": {}, "source": [ - "In this case, we have pressure (a scalar quantity) and particle velocity (a vector quantity), so we should set up functions accordingly." + "In this case, there is pressure (a scalar quantity) and particle velocity (a vector quantity), so functions should be set up accordingly." ] }, { @@ -151,7 +159,7 @@ "id": "275ac8d0", "metadata": {}, "source": [ - "We will also have velocity free-surface boundary conditions in addition to the pressure ones. These take the form of the divergence of particle velocity (and laplacians thereof) equalling zero." + "One will also have velocity free-surface boundary conditions in addition to the pressure ones. These take the form of the divergence of particle velocity (and Laplacians thereof) equalling zero on the boundary." ] }, { @@ -190,7 +198,7 @@ "id": "27f2290f", "metadata": {}, "source": [ - "The derivatives we will need in our equation are `p.dx`, `p.dy`, `v[0].dx`, and `v[1].dy`. Note that we will also need to specify the staggering of these derivatives, as staggered grids will be used." + "The derivatives needed in the equation are `p.dx`, `p.dy`, `v[0].dx`, and `v[1].dy`. Note that it is also necessary to specify the staggering of these derivatives, as staggered grids will be used." ] }, { @@ -200,7 +208,18 @@ "metadata": { "scrolled": false }, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Generating stencils for Derivative(p(t, x, y), x)\n", + "Generating stencils for Derivative(p(t, x, y), y)\n", + "Generating stencils for Derivative(v_x(t + dt, x + h_x/2, y), x)\n", + "Generating stencils for Derivative(v_y(t + dt, x, y + h_y/2), y)\n" + ] + } + ], "source": [ "x, y = grid.dimensions\n", "\n", @@ -219,14 +238,18 @@ "id": "8ce623d2", "metadata": {}, "source": [ - "We will also need a damping mask and source term." + "Initialising a damping mask and source term." ] }, { "cell_type": "code", "execution_count": 7, "id": "a0c34517", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "data": { @@ -300,7 +323,7 @@ "id": "e95a2cb1", "metadata": {}, "source": [ - "And now for our update equations." + "And now for the update equations." ] }, { @@ -332,7 +355,11 @@ "cell_type": "code", "execution_count": 11, "id": "648aa8c0", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "name": "stderr", @@ -345,9 +372,9 @@ "data": { "text/plain": [ "PerformanceSummary([(PerfKey(name='section0', rank=None),\n", - " PerfEntry(time=0.282221, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[])),\n", + " PerfEntry(time=0.283436, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[])),\n", " (PerfKey(name='section1', rank=None),\n", - " PerfEntry(time=5.699999999999994e-05, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[]))])" + " PerfEntry(time=5.299999999999995e-05, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[]))])" ] }, "execution_count": 11, @@ -365,12 +392,15 @@ "execution_count": 12, "id": "8fdb8272", "metadata": { - "scrolled": false + "scrolled": false, + "tags": [ + "nbval-ignore-output" + ] }, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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\n", 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" ] @@ -380,9 +410,7 @@ } ], "source": [ - "import sympy as sp\n", - "\n", - "plt.imshow(p.data[1].T, origin='lower')\n", + "plt.imshow(p.data[1].T, origin='lower', cmap='seismic')\n", "plt.colorbar()\n", "plt.show()" ] @@ -391,11 +419,15 @@ "cell_type": "code", "execution_count": 13, "id": "814b74ea", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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\n", 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" ] @@ -405,7 +437,7 @@ } ], "source": [ - "plt.imshow(v[0].data[1].T, origin='lower')\n", + "plt.imshow(v[0].data[1].T, origin='lower', cmap='seismic')\n", "plt.colorbar()\n", "plt.show()" ] @@ -414,11 +446,15 @@ "cell_type": "code", "execution_count": 14, "id": "52815dbd", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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\n", 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" ] @@ -428,21 +464,26 @@ } ], "source": [ - "plt.imshow(v[1].data[1].T, origin='lower')\n", + "plt.imshow(v[1].data[1].T, origin='lower', cmap='seismic')\n", "plt.colorbar()\n", "plt.show()" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 15, "id": "660191b8", "metadata": {}, "outputs": [], - "source": [] + "source": [ + "assert np.isclose(np.linalg.norm(p.data), 38.286625)\n", + "assert np.isclose(np.linalg.norm(v[0].data), 27.206043)\n", + "assert np.isclose(np.linalg.norm(v[1].data), 27.155914)" + ] } ], "metadata": { + "celltoolbar": "Tags", "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", diff --git a/examples/5_2nd_order_acoustic_rigid_surface.ipynb b/examples/5_2nd_order_acoustic_rigid_surface.ipynb index 7779d94..21227cb 100644 --- a/examples/5_2nd_order_acoustic_rigid_surface.ipynb +++ b/examples/5_2nd_order_acoustic_rigid_surface.ipynb @@ -7,25 +7,27 @@ "source": [ "# Rigid surface with the 2nd-order acoustic wave equation\n", "\n", - "In this notebook, we will demonstrate the implementation of a rigid surface. This boundary condition is of interest for waves travelling in air, such as in infrasound modelling. " + "In this notebook, implementation of a rigid surface is demonstrated. This boundary condition is of interest for waves travelling in air, such as in infrasound modelling. " ] }, { "cell_type": "code", "execution_count": 1, "id": "d54c1fa8", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "data": { - "image/png": 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\n", 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W9erVE/379xdZWVkm17x27ZoYPXq0aNiwoahfv76IiooSp0+fFk2bNpXdKlb2GUeOHKmwf4qKikSDBg2EVqsVt27dMrtfjx8/Lh577DGhVqtFkyZNRFJSkli2bJkAIHQ6nazuvn37RFRUlNBqtcLNzU20aNFCjBo1Shw9elRW75tvvhERERHC3d1daDQa0b9/f5GRkSGrU1F/xsTEiHr16pm084knnhBt27aVlRUXF4sFCxaItm3bCrVaLRo0aCA6deok3n77bZGfny/VO336tHj88ceFu7u7ACD1bUVt+KtLly4JZ2dn8eCDD1bciXfZsWOHeOmll0RwcLCoX7++cHV1FS1bthQTJkwQOTk5srpNmzaV/j6rVCqh0WhE27ZtxZgxY8Thw4fLvT4AERcXZ3Z7iByBSgimjiKqSmlpKfz9/dG/f3+sW7fOomslJCTg/fffx40bNyrcLFdbXL58GY0bN8aMGTMwffp0ezeHSLG4Zk9khu3bt+OPP/4weThKVW7duiV7feXKFWzcuBHdunWr9YEeMKYq1uv1GDFihL2bQqRoXLMnqsThw4fx448/4p133kHHjh3xxBNP3NP54eHh6N69O1q3bo2cnBysW7cOBQUFtX4Uu3fvXmRkZGDu3LkYOHCgSZpfIrIuTuMTVWLUqFHYtGkTQkJCsH79+nvOxf63v/0N//rXv/C///0PKpUKjzzyCGbOnFnrE7Z0794dBw8eREREBDZt2lRpLnwishyDPRERkZVlZ2fjjTfewI4dO3Dz5k20bNkSycnJ0l0sQgjMnDkTa9euRV5eHiIiIrBq1Sq0atXKJu3hmj0REZEVXbt2DREREXBxccGOHTuQkZGBd999V0o0BgALFy7EsmXLsHr1ahw+fBj16tVDVFQUbt++bZM23XOwP3DgAPr37w9/f3+oVCrpUZdlhBCYMWMGGjduDHd3d0RGRkq5v8tcvXoVw4cPh0ajgaenJ2JjY6XsbERERI5swYIFCAgIQHJyMrp06YKgoCA89dRTUg4SIQSWLl2Kt956CwMGDECHDh3w4Ycf4uLFiyYx1VrueYNeYWEhHn74Ybz00kt47rnnTN4v+7WyYcMGBAUFYfr06YiKikJGRgbc3NwAAMOHD8elS5ewZ88elJSUYPTo0Rg7diw2b95sVhsMBgMuXrwIDw8PZr4iInJAQghcv34d/v7+cHKyzSTz7du3UVxcbJVrCSFM4o1arYZarTap+8UXXyAqKgqDBg3C/v378cADD2D8+PEYM2YMAOD8+fPQ6XSyvTtarRZhYWFIS0vDkCFDrNLmu7/AfQMgtm3bJr02GAzCz89PLFq0SCrLy8sTarVabNmyRQghREZGhkkCkx07dgiVSiWys7PN+tyyBCo8ePDgwcOxj6ysLEvCUIVu3bol/HycrdbO+vXrm5T9NYnXX6nVaqFWq8W0adPEsWPHxPvvvy/c3NzE+vXrhRBCfP/99wKAuHjxouy8QYMGicGDB9ukP6x66505v1bS0tLg6ekpe4xqZGQknJyccPjwYTz77LMm1y0qKkJRUZH0Wvy5p7AbnkYduFjzKxAR1QpOdeVPI3Rq6CX9Wd9AI3uvpIF89FrkeSd0FGnko/JijXz0W/KXpweXaO88bdJw+zb+N2uOWY80vh/FxcXQ5epxPr0pNB6WzRwUXDcgqNPvyMrKktKGAyh3VA8YZ59DQ0Mxb948AEDHjh1x6tQprF69GjExMRa15X5ZNdjrdDoAgK+vr6zc19dXek+n08HHx0feiDp14OXlJdW5W1JSEt5++22T8jpwQR0Vgz0R0b1yUrnKXzvdCVwqZ3kQE3XcZK/1LndCR6mrPJA6q+XB3vCXU/Vupo+WtvVSrMbDyeJgL11Lo5EF+4o0btwYbdq0kZW1bt0an376KQBIj7LOyclB48aNpTo5OTkICQmxSlvv5hBJdaZNm4bExETpdUFBwT09T5uIqLZzqltX/rqR/IFQeq87QazESx7cixrIQ8Vt7Z3gWay9ayR/Vyws/utoXlN6588upagOemGAXlh+jXsRERFh8ijqM2fOSI+pDgoKgp+fH1JTU6XgXlBQgMOHD+PVV1+1rLEVsGqwN+fXip+fH3Jzc2XnlZaW4urVq9L5d6toEwQREVFlDBAwwLJof6/nT5o0CV27dsW8efMwePBg/PDDD1izZg3WrFkDwDibkZCQgDlz5qBVq1bSZnZ/f38MHDjQorZWxKpbIP/6a6VM2a+V8PBwAMb0oXl5eUhPT5fq7N27FwaDwezHYhIREZnDYKX/3YvOnTtj27Zt2LJlC9q1a4d33nkHS5cuxfDhw6U6U6ZMwYQJEzB27Fh07twZN27cwM6dO6W71qztnkf2N27ckD07/Pz58zhx4gS8vLwQGBhY5a+V1q1bo3fv3hgzZgxWr16NkpISxMfHY8iQIfD397faFyMiqu3+OnVf2bQ9IJ+6r2zaHpBP3Vc2bQ/Ip+7dNHc2WuvrFEHJ+vXrh379+lX4vkqlwuzZszF79uxqac89B/ujR4+iR48e0uuytfSYmBisX78eU6ZMQWFhIcaOHYu8vDx069bN5NdKSkoK4uPj0atXLzg5OSE6OhrLli2zwtchIiK6Qy8E9BZmhbf0/JrgnoN99+7dpVvfymPOrxUvLy+zE+gQERHdL3us2ddEzI1PRESkcA5x6x0REVWtstvrKlujB+Tr9JWt0QPydfrK1ugB+Tq9t0eh9OdSpyL81+QbWJ8BAnqO7BnsiYhIuTiNb8RpfCIiIoXjyJ6IiBSLu/GNGOyJiBxUTUuBC8jX6AH5On0Tj7w713QqxhHYnuHPw9JrODpO4xMRESkcR/ZERKRYeivsxrf0/JqAwZ6IyIHU5BS4gHzaHpBP3Teve/lOewwlqA56ASs89c46bbEnBnsiIlIsrtkbcc2eiIhI4TiyJyIixTJABT1UVVes4hqOjsGeiKgGc6QUuIB8jR6Qr9M/6K6T/nxLL7+mrRiE8bD0Go6O0/hEREQKx5E9EREplt4K0/iWnl8TMNgTEZFiMdgbMdgTEdUgjpwCF5Cv0QPydfpg10vSnwtdlHBDm+NgsCciIsUyCBUMwsLd+BaeXxMw2BMRkWJxGt+IwZ6IyM6UkgIXkE/bA/Kp+4dc7lz3OqfxqxWDPRERKZYeTtBbeJe53kptsScGeyIiUixhhTV7wTV7IiKimotr9kYM9kRE1UypKXAB+Ro9IF+nb+B853s7O3PNvjox2BMRkWLphRP0wsI1ewXkxmewJyIixTJABYOFG/QMcPxozwfhEBERKRxH9kRENlZbUuAC8jV6QL5Obw/coGfEYE9ERIplnTV7TuMTERFRDceRPRGRDdTGFLiA/aft72bcoGfhg3A4jU9ERFRzGayQLpe78YmIiKjG48ieiIgUixv0jBjsiYisgClwayYDnJhUBwz2RESkYHqhgt7Cp9ZZen5NwDV7IiIihePInoiIFEtvhd34ek7jExHVTkyB6xgMwgkGCzfoGRSwQY/T+ERERArHkT0RESkWp/GNGOyJiMzEFLiOxwDLd9Mbqq5S43Ean4iISOE4siciIsWyTlIdxx8XM9gTEZFiWSddLoM9EZFiMQUuKQWDPRERKRafZ2/EYE9ERIrFaXwjx/8GREREFSi7z97S437Nnz8fKpUKCQkJUtnt27cRFxcHb29v1K9fH9HR0cjJybHCt60YR/ZERH9iClyypiNHjuD9999Hhw4dZOWTJk3C119/ja1bt0Kr1SI+Ph7PPfccvv/+e5u1hSN7IiJSLINQWeW4Vzdu3MDw4cOxdu1aNGjQQCrPz8/HunXrsHjxYvTs2ROdOnVCcnIyDh48iEOHDlnzq8sw2BMRkWIZrDCFX3affUFBgewoKiqq8HPj4uLQt29fREZGysrT09NRUlIiKw8ODkZgYCDS0tJs0wngND4R1XJMgUvmCggIkL2eOXMmZs2aZVLvo48+wrFjx3DkyBGT93Q6HVxdXeHp6Skr9/X1hU6nM6lvLQz2RESkWNZ5xK3x/KysLGg0d365qdVqk7pZWVmYOHEi9uzZAzc3N5P37YXBnoiIFEsPFfQW3idfdr5Go5EF+/Kkp6cjNzcXjzzyyJ3z9XocOHAA//jHP7Br1y4UFxcjLy9PNrrPycmBn5+fRe2sDIM9ERGRlfTq1Qs//fSTrGz06NEIDg7GG2+8gYCAALi4uCA1NRXR0dEAgMzMTFy4cAHh4eE2axeDPRHVKkyBW7tYcxrfHB4eHmjXrp2srF69evD29pbKY2NjkZiYCC8vL2g0GkyYMAHh4eF49NFHLWpnZRjsiYhIsfSAFabxrWvJkiVwcnJCdHQ0ioqKEBUVhZUrV1r5U+QY7ImIiGzoP//5j+y1m5sbVqxYgRUrVlRbGxjsiYhIsap7Gr+mYrAnIkVjCtzajQ/CMWKwJyIixRJWeMStUMAjbq3+c0Wv12P69OkICgqCu7s7WrRogXfeeQdCCKmOEAIzZsxA48aN4e7ujsjISJw9e9baTSEiIiLYYGS/YMECrFq1Chs2bEDbtm1x9OhRjB49GlqtFq+99hoAYOHChVi2bBk2bNiAoKAgTJ8+HVFRUcjIyKhRGYeIyDExBS6V4TS+kdWD/cGDBzFgwAD07dsXANCsWTNs2bIFP/zwAwDjqH7p0qV46623MGDAAADAhx9+CF9fX2zfvh1DhgyxdpOIiKiWut+n1t19DUdn9Z8rXbt2RWpqKs6cOQMAOHnyJL777jv06dMHAHD+/HnodDrZE3+0Wi3CwsIqfOJPUVGRydOGiIiIyDxWH9lPnToVBQUFCA4OhrOzM/R6PebOnYvhw4cDgPRUH19fX9l5lT3xJykpCW+//ba1m0pERApX9phaS6/h6Kwe7D/55BOkpKRg8+bNaNu2LU6cOIGEhAT4+/sjJibmvq45bdo0JCYmSq8LCgpMHjVIRLUXU+BSRTiNb2T1YP/6669j6tSp0tp7+/bt8fvvvyMpKQkxMTHSU31ycnLQuHFj6bycnByEhISUe021Wl3uowSJiIioalafm7h58yacnOSXdXZ2hsFg/BUcFBQEPz8/pKamSu8XFBTg8OHDNn3iDxER1T4GOFnlcHRWH9n3798fc+fORWBgINq2bYvjx49j8eLFeOmllwAAKpUKCQkJmDNnDlq1aiXdeufv74+BAwdauzlERFSL6YUKegun4S09vyawerBfvnw5pk+fjvHjxyM3Nxf+/v545ZVXMGPGDKnOlClTUFhYiLFjxyIvLw/dunXDzp07eY89EZmFKXCJ7o3Vg72HhweWLl2KpUuXVlhHpVJh9uzZmD17trU/noiISMINekbMjU9ERIolrPDUO8EMekRE1YMpcOl+6KGC3sIH2Vh6fk3g+D9XiIiIqFIc2RMRkWIZhOVr7gZRdZ2ajsGeiIgUy2CFNXtLz68JGOyJqEZiClwi62GwJyIixTJABYOFG+wsPb8mYLAnIiLFYgY9I8dfiCAiIqJKcWRPRDUCU+CSLXCDnhGDPRERKZYBVkiXq4A1e8f/uUJERESV4sieiOyGKXDJ1oQVduMLBYzsGeyJiEix+NQ7IwZ7IiJSLG7QM3L8b0BERESV4sieiKoNU+BSdeM0vhGDPRERKRbT5RpxGp+IiEjhOLInIiLF4jS+EYM9EdkMU+CSvTHYG3Ean4iISOE4siciIsXiyN6IwZ6IrIopcKkmYbA34jQ+ERGRwnFkT0REiiVg+X3ywjpNsSsGeyIiUixO4xsx2BORRZgCl2oyBnsjrtkTEREpHEf2RESkWBzZGzHYExGRYjHYGzHYE9E9YQpcIsfDYE9ERIolhArCwpG5pefXBAz2RESkWHyevRGDPRFViSlwiRwbgz0RESkWN+gZMdgTEZFicc3eiEl1iIiIrCgpKQmdO3eGh4cHfHx8MHDgQGRmZsrq3L59G3FxcfD29kb9+vURHR2NnJwcm7WJI3siMsEUuKQU9pjG379/P+Li4tC5c2eUlpbib3/7G5566ilkZGSgXr16AIBJkybh66+/xtatW6HVahEfH4/nnnsO33//vUVtrQiDPRERKZY9pvF37twpe71+/Xr4+PggPT0djz/+OPLz87Fu3Tps3rwZPXv2BAAkJyejdevWOHToEB599FGL2lseTuMTEZFiiT9H9pYcZcG+oKBAdhQVFVXx6Ub5+fkAAC8vLwBAeno6SkpKEBkZKdUJDg5GYGAg0tLSrNwDRgz2REREZggICIBWq5WOpKSkKs8xGAxISEhAREQE2rVrBwDQ6XRwdXWFp6enrK6vry90Ol05V7Ecp/GJiClwSbEEACEsvwYAZGVlQaO585dYrVZXeW5cXBxOnTqF7777zrJGWIjBnoiIFMsAFVRWyqCn0Whkwb4q8fHx+Oqrr3DgwAE0adJEKvfz80NxcTHy8vJko/ucnBz4+flZ1NaKcBqfiIjIioQQiI+Px7Zt27B3714EBQXJ3u/UqRNcXFyQmpoqlWVmZuLChQsIDw+3SZs4sieqpZgCl2oDe+zGj4uLw+bNm/H555/Dw8NDWofXarVwd3eHVqtFbGwsEhMT4eXlBY1GgwkTJiA8PNwmO/EBBnsiIlIwg1BBVc332a9atQoA0L17d1l5cnIyRo0aBQBYsmQJnJycEB0djaKiIkRFRWHlypUWtbMyDPZERERWJMzYEejm5oYVK1ZgxYoV1dAiBnsiIlIwIaywG9/C82sCBnuiWoIpcKk24oNwjLgbn4iISOE4siciIsXiyN6IwZ6IiBTLHrvxayIGeyKFYgpcIm7QK8M1eyIiIoXjyJ6IiBTLOLK3dM3eSo2xIwZ7IgVhClwiOW7QM+I0PhERkcJxZE9ERIolcOd59JZcw9Ex2BMRkWJxGt+IwZ7IgTEFLhGZg8GeiIiUi/P4AGy0QS87OxsvvvgivL294e7ujvbt2+Po0aPS+0IIzJgxA40bN4a7uzsiIyNx9uxZWzSFiIhqsz+n8S05oIBpfKsH+2vXriEiIgIuLi7YsWMHMjIy8O6776JBgwZSnYULF2LZsmVYvXo1Dh8+jHr16iEqKgq3b9+2dnOIiKgWK8ugZ+nh6Kw+jb9gwQIEBAQgOTlZKgsKCpL+LITA0qVL8dZbb2HAgAEAgA8//BC+vr7Yvn07hgwZYu0mESkGU+AS0f2w+sj+iy++QGhoKAYNGgQfHx907NgRa9euld4/f/48dDodIiMjpTKtVouwsDCkpaWVe82ioiIUFBTIDiIioqpYOoVvjd38NYHVg/2vv/6KVatWoVWrVti1axdeffVVvPbaa9iwYQMAQKcz/pL39fWVnefr6yu9d7ekpCRotVrpCAgIsHaziYhIicrW3C09HJzVp/ENBgNCQ0Mxb948AEDHjh1x6tQprF69GjExMfd1zWnTpiExMVF6XVBQwIBPtQZT4BKRpaw+sm/cuDHatGkjK2vdujUuXLgAAPDz8wMA5OTkyOrk5ORI791NrVZDo9HIDiIioqpwg56R1YN9REQEMjMzZWVnzpxB06ZNARg36/n5+SE1NVV6v6CgAIcPH0Z4eLi1m0NERLWZsNLh4Kw+jT9p0iR07doV8+bNw+DBg/HDDz9gzZo1WLNmDQBApVIhISEBc+bMQatWrRAUFITp06fD398fAwcOtHZziIiIaj2rB/vOnTtj27ZtmDZtGmbPno2goCAsXboUw4cPl+pMmTIFhYWFGDt2LPLy8tCtWzfs3LkTbm5ulVyZqHZgClwi62FufCObpMvt168f+vXrV+H7KpUKs2fPxuzZs23x8URERHcoYBreUnyePRERkcLxQThERKRYnMY3YrAnsjOmwCWyIT71DgCDPRERKZrqz8PSazg2rtkTEREpHEf2RHbAFLhE1YTT+AAY7ImISMkY7AFwGp+IiEjxOLInIiLlssYjannrHRGZgylwiezDGk+t41PviIiIqMbjyJ6IiJSLG/QAMNgTEZGScc0eAIM9kc2Yey89U+ASka0x2BMRkWKphPGw9BqOjsGeiIiUi2v2ABjsiazmfm+vYwpcIhvimj0A3npHRESkeBzZExGRcnEaHwCDPRERKRmDPQAGe6L7VtkaPWD+7XVMgUtEtsZgT0REysWRPQAGeyIiUjLuxgfA3fhERESKx5E90T0wNwUuYP699EyBS2Q7zKBnxGBPRETKxTV7AJzGJyIisokVK1agWbNmcHNzQ1hYGH744Qe7tYUje6JK3G8KXMD82+uYApdIeT7++GMkJiZi9erVCAsLw9KlSxEVFYXMzEz4+PhUe3s4siciIsVS4c66/X0ff16roKBAdhQVFVX4uYsXL8aYMWMwevRotGnTBqtXr0bdunXxwQcfVMv3vhuDPRERKVfZrXeWHgACAgKg1WqlIykpqdyPLC4uRnp6OiIjI6UyJycnREZGIi0trVq+9t04jU9ERGSGrKwsaDR31t3UanW59S5fvgy9Xg9fX19Zua+vL06fPm3TNlaEwZ7oL6yVAhcw//Y6psAlsiEr7sbXaDSyYO9IGOyJiEi57HDrXcOGDeHs7IycnBxZeU5ODvz8/CxszP3hmj0REZEVubq6olOnTkhNTZXKDAYDUlNTER4ebpc2cWRPRESKZa8MeomJiYiJiUFoaCi6dOmCpUuXorCwEKNHj7asMfeJwZ5qPVukwAXMv5eeKXCJbMhOGfReeOEF/PHHH5gxYwZ0Oh1CQkKwc+dOk0171YXBnoiIyAbi4+MRHx9v72YAYLAnIiIlY258AAz2VAtVRwpcwPzb65gCl8h2+NQ7I+7GJyIiUjiO7ImISLn+ku7Woms4OAZ7IiJSLq7ZA2Cwp1rAHilwje+bd3sdU+AS2Q7X7I24Zk9ERKRwHNkTEZFycRofAIM9KZS9s+IB5t9ex6x4RDZkhWl8JQR7TuMTEREpHEf2RESkXJzGB8BgT0RESsZgD4DBnhSipqXABcy/vY4pcInI1hjsiYhIsXifvRE36BERESkcgz0REZHCcRqfHFJNT4ELmH8vPVPgEtkQN+gBYLAnIiIF45q9EYM9EREpmwKCtaUY7MlhOFIKXMD82+uYApeIbI3BnoiIlItr9gAY7ImISMG4Zm/EW++IiIgUjiN7qrEcOQUuYP7tdVyjJ7IhTuMDYLAnIiIF4zS+kc2n8efPnw+VSoWEhASp7Pbt24iLi4O3tzfq16+P6Oho5OTk2LopREREtZJNg/2RI0fw/vvvo0OHDrLySZMm4csvv8TWrVuxf/9+XLx4Ec8995wtm0JERLWRsNLh4Gw2jX/jxg0MHz4ca9euxZw5c6Ty/Px8rFu3Dps3b0bPnj0BAMnJyWjdujUOHTqERx991FZNohpOSSlwAfPvpecaPZENcc0egA1H9nFxcejbty8iIyNl5enp6SgpKZGVBwcHIzAwEGlpaeVeq6ioCAUFBbKDiIiIzGOTkf1HH32EY8eO4ciRIybv6XQ6uLq6wtPTU1bu6+sLnU5nUh8AkpKS8Pbbb9uiqUREpGDcoGdk9WCflZWFiRMnYs+ePXBzc6v6BDNMmzYNiYmJ0uuCggIEBARY5dpkX0pNgQvw9jqiGoHT+ABsEOzT09ORm5uLRx55RCrT6/U4cOAA/vGPf2DXrl0oLi5GXl6ebHSfk5MDPz+/cq+pVquhVqut3VQiIlI6BnsANgj2vXr1wk8//SQrGz16NIKDg/HGG28gICAALi4uSE1NRXR0NAAgMzMTFy5cQHh4uLWbQ0REVOtZPdh7eHigXbt2srJ69erB29tbKo+NjUViYiK8vLyg0WgwYcIEhIeHcyc+ERFZFdfsjeySQW/JkiVwcnJCdHQ0ioqKEBUVhZUrV9qjKVTNaksKXIC31xHVCJzGB1BNwf4///mP7LWbmxtWrFiBFStWVMfHExER1WrMjU9ERIrFaXwjBnsiIlIuTuMDYLAnG6utKXABrtMTUc3BYE9ERMrFkT0ABnsiIlIw1Z+HpddwdAz2ZHVMgUtEVLMw2BMRkXJxGh8Agz0RESkYb70zYrAnIiLl4sgeAIM9WQFT4BIR1WwM9kREpGwKGJlbisGeiIgUi2v2Rk5VVyEiIiJHxpE93TOmwCUih8ENegA4siciIgUrm8a39LCF3377DbGxsQgKCoK7uztatGiBmTNnori4WFbvxx9/xGOPPQY3NzcEBARg4cKF9/xZHNkTERHZwenTp2EwGPD++++jZcuWOHXqFMaMGYPCwkL8/e9/BwAUFBTgqaeeQmRkJFavXo2ffvoJL730Ejw9PTF27FizP4vBnszCFLhE5JBq8DR+79690bt3b+l18+bNkZmZiVWrVknBPiUlBcXFxfjggw/g6uqKtm3b4sSJE1i8ePE9BXtO4xMRkWJZcxq/oKBAdhQVFVX+4fchPz8fXl5e0uu0tDQ8/vjjcHV1lcqioqKQmZmJa9eumX1dBnsiIiIzBAQEQKvVSkdSUpJVr3/u3DksX74cr7zyilSm0+ng6+srq1f2WqeTz1JWhsGeiIiUS1jpAJCVlYX8/HzpmDZtWrkfOXXqVKhUqkqP06dPy87Jzs5G7969MWjQIIwZM8bKncA1e6oAU+ASkSJYcc1eo9FAo9FUXhfA5MmTMWrUqErrNG/eXPrzxYsX0aNHD3Tt2hVr1qyR1fPz80NOTo6srOy1n5+fGY03YrAnIiLFskcGvUaNGqFRo0Zm1c3OzkaPHj3QqVMnJCcnw8lJPkAKDw/Hm2++iZKSEri4uAAA9uzZg4ceeggNGjQwu02cxiciIrKD7OxsdO/eHYGBgfj73/+OP/74AzqdTrYWP2zYMLi6uiI2NhY///wzPv74Y7z33ntITEy8p8/iyJ6IiJSrBt96t2fPHpw7dw7nzp1DkyZN5B8pjB+q1Wqxe/duxMXFoVOnTmjYsCFmzJhxT7fdAQz29CemwCUiJVIJAZWwLFpben5FRo0aVeXaPgB06NAB3377rUWfxWl8IiIihePInoiIlKsGT+NXJwb7WowpcIlI6fg8eyNO4xMRESkcR/ZERKRcnMYHwGBPREQKxml8Iwb7WoQpcImIaicGeyIiUi5O4wNgsCciIgXjNL4Rgz0RESkXR/YAGOwVjSlwiYgIYLAnIiKFU8I0vKUY7ImISLmEMB6WXsPBMdgrDFPgEhHR3RjsiYhIsbgb34jBnoiIlIu78QHwQThERESKx5G9g2MKXCKiiqkMxsPSazg6BnsiIlIuTuMD4DQ+ERGR4nFkT0REisXd+EYM9g6GKXCJiO4Bk+oAYLAnIiIF48jeiGv2RERECseRvQNgClwiovvE3fgAGOyJiEjBOI1vxGl8IiIihePInoiIlIu78QEw2NdITIFLRGQdnMY34jQ+ERGRwnFkT0REysXd+AAY7ImISME4jW/EYF8DMAUuERHZEoM9EREpl0EYD0uv4eAY7ImISLm4Zg+Awd5umAKXiMj2VLDCmr1VWmJfvPWOiIhI4awe7JOSktC5c2d4eHjAx8cHAwcORGZmpqzO7du3ERcXB29vb9SvXx/R0dHIycmxdlOIiKi2K8ugZ+nh4Kwe7Pfv34+4uDgcOnQIe/bsQUlJCZ566ikUFt6ZFp40aRK+/PJLbN26Ffv378fFixfx3HPPWbspRERUy5Xdemfp4eisvma/c+dO2ev169fDx8cH6enpePzxx5Gfn49169Zh8+bN6NmzJwAgOTkZrVu3xqFDh/Doo49au0k1AlPgEhGRvdh8zT4/Px8A4OXlBQBIT09HSUkJIiMjpTrBwcEIDAxEWlpaudcoKipCQUGB7CAiIqqSsNLh4Gwa7A0GAxISEhAREYF27doBAHQ6HVxdXeHp6Smr6+vrC51OV85VjPsAtFqtdAQEBNiy2UREpBAqIaxyODqbBvu4uDicOnUKH330kUXXmTZtGvLz86UjKyvLSi0kIiJSPpvdZx8fH4+vvvoKBw4cQJMmTaRyPz8/FBcXIy8vTza6z8nJgZ+fX7nXUqvVUKvVtmqqTTAFLhFRDWD487D0Gg7O6iN7IQTi4+Oxbds27N27F0FBQbL3O3XqBBcXF6SmpkplmZmZuHDhAsLDw63dHCIiqsU4jW9k9ZF9XFwcNm/ejM8//xweHh7SOrxWq4W7uzu0Wi1iY2ORmJgILy8vaDQaTJgwAeHh4YrdiU9ERGRPVg/2q1atAgB0795dVp6cnIxRo0YBAJYsWQInJydER0ejqKgIUVFRWLlypbWbUu2YApeIqIZhbnwANgj2wozpDjc3N6xYsQIrVqyw9scTERHdYY0MeJzGJyIiqrmskQFPCRn0+CAcIiIihePI3gJMgUtEVMNxGh8AR/ZERKRgKoN1DlsrKipCSEgIVCoVTpw4IXvvxx9/xGOPPQY3NzcEBARg4cKF93x9BnsiIiI7mzJlCvz9/U3KCwoK8NRTT6Fp06ZIT0/HokWLMGvWLKxZs+aers9pfCIiUi4HmMbfsWMHdu/ejU8//RQ7duyQvZeSkoLi4mJ88MEHcHV1Rdu2bXHixAksXrwYY8eONfszGOzvAVPgEhE5GCveZ3/3E1etkco9JycHY8aMwfbt21G3rul/Z9PS0vD444/D1dVVKouKisKCBQtw7do1NGjQwKzP4TQ+ERGRGQICAmRPYE1KSrLoekIIjBo1CuPGjUNoaGi5dXQ6HXx9fWVlZa8relJseTiyJyIixbJGbvuy87OysqDR3Jl6rWhUP3XqVCxYsKDSa/7yyy/YvXs3rl+/jmnTplnUPnMw2FeBKXCJiByYFdfsNRqNLNhXZPLkyVJ6+Io0b94ce/fuRVpamsmPhtDQUAwfPhwbNmyAn58fcnJyZO+Xva7oSbHlYbAnIiKyokaNGqFRo0ZV1lu2bBnmzJkjvb548SKioqLw8ccfIywsDAAQHh6ON998EyUlJXBxcQEA7NmzBw899JDZ6/UAgz0RESmZgOXPo7fRZvzAwEDZ6/r16wMAWrRogSZNmgAAhg0bhrfffhuxsbF44403cOrUKbz33ntYsmTJPX0Wgz0RESmWNdfs7UGr1WL37t2Ii4tDp06d0LBhQ8yYMeOebrsDGOxNMAUuEZGCCFhhzd4qLalSs2bNyn1ybIcOHfDtt99adG3eekdERKRwHNkTEZFyOUAGverAYE9ERMplAKCqslbV13BwtT7YMwUuEREpXa0P9kREpFyOvhvfWhjsiYhIubhmD6CWBnumwCUiotqkVgZ7IiKqJTiyB8BgT0RESsZgD4BJdYiIiBSvVozsmQKXiKiW4n32AGpJsCciotqJt94ZMdgTEZFycc0eANfsiYiIFE+RI3umwCUiIgCAQQAqC0fmBscf2Ssy2BMREQHgNP6fOI1PRESkcIoZ2TMFLhERmbLCyB6OP7JXTLAnIiIywWl8AJzGJyIiUjyO7ImISLkMAhZPw3M3vn051XWHk8rV+GemwCUiorsJg/Gw9BoOjtP4RERECufQI3siIqJKcYMeAAZ7IiJSMq7ZA3DwYO/U0AtOTmoATIFLRETl4MgeANfsiYiIFM+hR/ZERESVErDCyN4qLbErhw72+gYaqJyN0/hMgUtERCY4jQ+A0/hERESK59AjeyIiokoZDAAsTIpjcPykOgz2RESkXJzGB+Dgwb6kgRqijnGtnilwiYiIyufQwZ6IiKhSHNkDYLAnIiIlYwY9ANyNT0REpHgOPbIv8qwDvYvxKzAFLhER3U0IA4SFj6i19PyawKGDPRERUaWEsHwanmv2RERENZiwwpo9g719FWmcUOpqnL5nClwiIqLyOXSwJyIiqpTBAKgsXHPnmj0REVENxml8ALz1joiISPEcemRfrFHBWW1cq2cKXCIiupswGCAsnMbnrXdEREQ1GafxAXAan4iISPE4siciIuUyCEDFkb1DB/sSD8BgfMItU+ASEZEpIQBYeuud4wd7TuMTEREpnN2C/YoVK9CsWTO4ubkhLCwMP/zwg72aQkRECiUMwiqHo7NLsP/444+RmJiImTNn4tixY3j44YcRFRWF3Nzce7pOidaA4j8Pg6ZUOtw0RbLD26NQdjTxyJOO5nUvy44H3XWyI9j1knQ85FIkOxo415UdRERUwwiDdQ4b+vrrrxEWFgZ3d3c0aNAAAwcOlL1/4cIF9O3bF3Xr1oWPjw9ef/11lJaWln+xCthlzX7x4sUYM2YMRo8eDQBYvXo1vv76a3zwwQeYOnWqSf2ioiIUFd1ZHy8oKKi2thIRkeMSBgFh4QY9YcM1+08//RRjxozBvHnz0LNnT5SWluLUqVPS+3q9Hn379oWfnx8OHjyIS5cuYeTIkXBxccG8efPM/pxqH9kXFxcjPT0dkZGRdxrh5ITIyEikpaWVe05SUhK0Wq10BAQEVFdziYiIbKK0tBQTJ07EokWLMG7cODz44INo06YNBg8eLNXZvXs3MjIysGnTJoSEhKBPnz545513sGLFChQXF5v9WdU+sr98+TL0ej18fX1l5b6+vjh9+nS550ybNg2JiYnS6/z8fAQGBsJw+7ZUZnC5M6WhryPfJV/qJH9d4nSng4oMJbL3bunlUyOFLnemb667yKdynJ0dP6sSEZE9FNww/vfTlqNmACgVRRZPw5fCGCfunlVWq9VQq9X3fd1jx44hOzsbTk5O6NixI3Q6HUJCQrBo0SK0a9cOAJCWlob27dvLYmZUVBReffVV/Pzzz+jYsaNZn+UQt97d3aFlHf6/WXPMOv+/d70+Yq2GERGRRa5fvw6tVmv167q6usLPzw/f6f5tlevVr1/fZFZ55syZmDVr1n1f89dffwUAzJo1C4sXL0azZs3w7rvvonv37jhz5gy8vLyg0+nKHRwDgE6nM7lmRao92Dds2BDOzs7IycmRlefk5MDPz8+sa/j7+yMrKwtCCAQGBiIrKwsajabqE2uhgoICBAQEsI8qwT6qGvvIPOynqpX10YULF6BSqeDv72+Tz3Fzc8P58+fvaaq7MkIIqFQqWVlFo/qpU6diwYIFlV7vl19+gcFgnHF48803ER0dDQBITk5GkyZNsHXrVrzyyitWaLlRtQd7V1dXdOrUCampqdKOQ4PBgNTUVMTHx5t1DScnJzRp0kQa4Ws0Gv7DqgL7qGrso6qxj8zDfqqaVqu1eR+5ubnBzc3Npp9RnsmTJ2PUqFGV1mnevDkuXTImamvTpo1Urlar0bx5c1y4cAEA4OfnZ3Jretlg2dwBMmCnafzExETExMQgNDQUXbp0wdKlS1FYWCjtziciInJUjRo1QqNGjaqs16lTJ6jVamRmZqJbt24AgJKSEvz2229o2rQpACA8PBxz585Fbm4ufHx8AAB79uyBRqOR/Uioil2C/QsvvIA//vgDM2bMkDYk7Ny502RdgoiISKk0Gg3GjRuHmTNnIiAgAE2bNsWiRYsAAIMGDQIAPPXUU2jTpg1GjBiBhQsXQqfT4a233kJcXNw9bQ602wa9+Ph4s6ftK6JWqzFz5kyLdkMqHfuoauyjqrGPzMN+qhr7SG7RokWoU6cORowYgVu3biEsLAx79+5FgwYNAADOzs746quv8OqrryI8PBz16tVDTEwMZs+efU+foxK2vu+BiIiI7IoPwiEiIlI4BnsiIiKFY7AnIiJSOAZ7IiIihWOwJyIiUjiHDfYrVqxAs2bN4ObmhrCwMJMMQ7VJUlISOnfuDA8PD/j4+GDgwIHIzMyU1bl9+zbi4uLg7e2N+vXrIzo62iRlcW0yf/58qFQqJCQkSGXsI6Ps7Gy8+OKL8Pb2hru7O9q3b4+jR49K7wshMGPGDDRu3Bju7u6IjIzE2bNn7dji6qXX6zF9+nQEBQXB3d0dLVq0wDvvvCN7oEtt66MDBw6gf//+8Pf3h0qlwvbt22Xvm9MfV69exfDhw6HRaODp6YnY2FjcuHGjGr+FwgkH9NFHHwlXV1fxwQcfiJ9//lmMGTNGeHp6ipycHHs3zS6ioqJEcnKyOHXqlDhx4oR4+umnRWBgoLhx44ZUZ9y4cSIgIECkpqaKo0ePikcffVR07drVjq22nx9++EE0a9ZMdOjQQUycOFEqZx8JcfXqVdG0aVMxatQocfjwYfHrr7+KXbt2iXPnzkl15s+fL7Rardi+fbs4efKkeOaZZ0RQUJC4deuWHVtefebOnSu8vb3FV199Jc6fPy+2bt0q6tevL9577z2pTm3ro3//+9/izTffFJ999pkAILZt2yZ735z+6N27t3j44YfFoUOHxLfffitatmwphg4dWs3fRLkcMth36dJFxMXFSa/1er3w9/cXSUlJdmxVzZGbmysAiP379wshhMjLyxMuLi5i69atUp1ffvlFABBpaWn2aqZdXL9+XbRq1Urs2bNHPPHEE1KwZx8ZvfHGG6Jbt24Vvm8wGISfn59YtGiRVJaXlyfUarXYsmVLdTTR7vr27SteeuklWdlzzz0nhg8fLoRgH90d7M3pj4yMDAFAHDlyRKqzY8cOoVKpRHZ2drW1Xckcbhq/uLgY6enpiIyMlMqcnJwQGRmJtLQ0O7as5sjPzwcAeHl5AQDS09NRUlIi67Pg4GAEBgbWuj6Li4tD3759ZX0BsI/KfPHFFwgNDcWgQYPg4+ODjh07Yu3atdL758+fh06nk/WTVqtFWFhYremnrl27IjU1FWfOnAEAnDx5Et999x369OkDgH10N3P6Iy0tDZ6enggNDZXqREZGwsnJCYcPH672NiuRQzzP/q8uX74MvV5f7vN9T58+badW1RwGgwEJCQmIiIhAu3btABifeezq6gpPT09ZXV9f33t6HrKj++ijj3Ds2DEcOXLE5D32kdGvv/6KVatWITExEX/7299w5MgRvPbaa3B1dUVMTIzUF+X9+6st/TR16lQUFBQgODgYzs7O0Ov1mDt3LoYPHw4A7KO7mNMfOp1OeshLmTp16kjPcyfLOVywp8rFxcXh1KlT+O677+zdlBolKysLEydOxJ49e+zyyEtHYTAYEBoainnz5gEAOnbsiFOnTmH16tWIiYmxc+tqhk8++QQpKSnYvHkz2rZtixMnTiAhIQH+/v7sI6qxHG4av2HDhnB2djbZJZ2Tk3NPz/ZVovj4eHz11VfYt28fmjRpIpX7+fmhuLgYeXl5svq1qc/S09ORm5uLRx55BHXq1EGdOnWwf/9+LFu2DHXq1IGvr2+t7yMAaNy4scljM1u3bi17tjaAWv3v7/XXX8fUqVMxZMgQtG/fHiNGjMCkSZOQlJQEgH10N3P6w8/PD7m5ubL3S0tLcfXq1VrZZ7bgcMHe1dUVnTp1QmpqqlRmMBiQmpqK8PBwO7bMfoQQiI+Px7Zt27B3714EBQXJ3u/UqRNcXFxkfZaZmYkLFy7Umj7r1asXfvrpJ5w4cUI6QkNDMXz4cOnPtb2PACAiIsLkts0zZ85Iz9YOCgqCn5+frJ8KCgpw+PDhWtNPN2/ehJOT/D+dzs7OMBgMANhHdzOnP8LDw5GXl4f09HSpzt69e2EwGBAWFlbtbVYke+8QvB8fffSRUKvVYv369SIjI0OMHTtWeHp6Cp1OZ++m2cWrr74qtFqt+M9//iMuXbokHTdv3pTqjBs3TgQGBoq9e/eKo0ePivDwcBEeHm7HVtvfX3fjC8E+EsJ4W2KdOnXE3LlzxdmzZ0VKSoqoW7eu2LRpk1Rn/vz5wtPTU3z++efixx9/FAMGDFD0bWV3i4mJEQ888IB0691nn30mGjZsKKZMmSLVqW19dP36dXH8+HFx/PhxAUAsXrxYHD9+XPz+++9CCPP6o3fv3qJjx47i8OHD4rvvvhOtWrXirXdW5JDBXgghli9fLgIDA4Wrq6vo0qWLOHTokL2bZDcAyj2Sk5OlOrdu3RLjx48XDRo0EHXr1hXPPvusuHTpkv0aXQPcHezZR0ZffvmlaNeunVCr1SI4OFisWbNG9r7BYBDTp08Xvr6+Qq1Wi169eonMzEw7tbb6FRQUiIkTJ4rAwEDh5uYmmjdvLt58801RVFQk1altfbRv375y/xsUExMjhDCvP65cuSKGDh0q6tevLzQajRg9erS4fv26Hb6NMvF59kRERArncGv2REREdG8Y7ImIiBSOwZ6IiEjhGOyJiIgUjsGeiIhI4RjsiYiIFI7BnoiISOEY7ImIiBSOwZ6IiEjhGOyJiIgUjsGeiIhI4f4fsc9XLKHFV9YAAAAASUVORK5CYII=\n", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -54,7 +56,11 @@ "cell_type": "code", "execution_count": 2, "id": "92396ef4", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "name": "stderr", @@ -89,7 +95,7 @@ "id": "cdaec796", "metadata": {}, "source": [ - "In this case, we will impose a rigid surface, which involves setting all pressure fluxes to zero at the surface. As with the free-surface, higher-order boundary conditions can be derived." + "In this case, a rigid surface is imposed, setting all pressure fluxes to zero at the surface. As with the free-surface, higher-order boundary conditions can be derived." ] }, { @@ -126,7 +132,16 @@ "execution_count": 6, "id": "2aafdc73", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Generating stencils for Derivative(p(t, x, y), (x, 2))\n", + "Generating stencils for Derivative(p(t, x, y), (y, 2))\n" + ] + } + ], "source": [ "derivs = (p.dx2, p.dy2)\n", "subs = boundary.substitutions(derivs)" @@ -136,18 +151,20 @@ "cell_type": "code", "execution_count": 7, "id": "1801a1ff", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "data": { - "image/png": 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\n", 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\n", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -221,22 +238,26 @@ "cell_type": "code", "execution_count": 11, "id": "5ef35632", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "Operator `Kernel` ran in 0.03 s\n" + "Operator `Kernel` ran in 0.07 s\n" ] }, { "data": { "text/plain": [ "PerformanceSummary([(PerfKey(name='section0', rank=None),\n", - " PerfEntry(time=0.022727999999999995, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[])),\n", + " PerfEntry(time=0.06358599999999992, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[])),\n", " (PerfKey(name='section1', rank=None),\n", - " PerfEntry(time=1.1000000000000001e-05, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[]))])" + " PerfEntry(time=1.3000000000000003e-05, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[]))])" ] }, "execution_count": 11, @@ -254,24 +275,25 @@ "execution_count": 12, "id": "f399c40a", "metadata": { - "scrolled": false + "scrolled": false, + "tags": [ + "nbval-ignore-output" + ] }, "outputs": [ { "data": { - "image/png": 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\n", 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\n", 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" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], "source": [ - "plt.imshow(p.data[1].T, origin='lower')\n", + "plt.imshow(p.data[1].T, origin='lower', cmap='seismic')\n", "plt.colorbar()\n", "plt.show()" ] @@ -286,14 +308,17 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 13, "id": "1f69634b", "metadata": {}, "outputs": [], - "source": [] + "source": [ + "assert np.isclose(np.linalg.norm(p.data), 156.49791)" + ] } ], "metadata": { + "celltoolbar": "Tags", "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", diff --git a/examples/6_2nd_order_acoustic_sinusoid_hill.ipynb b/examples/6_2nd_order_acoustic_sinusoid_hill.ipynb index 271438f..7333e7d 100644 --- a/examples/6_2nd_order_acoustic_sinusoid_hill.ipynb +++ b/examples/6_2nd_order_acoustic_sinusoid_hill.ipynb @@ -7,25 +7,27 @@ "source": [ "# 2nd-order acoustic sinusoid hill\n", "\n", - "In this notebook, we will implement a slightly more complex boundary geometry: a sinusoidal hill." + "In this notebook, a slightly more complex (and realistic) boundary geometry is implemented: a sinusoidal hill." ] }, { "cell_type": "code", "execution_count": 1, "id": "dc91c79a", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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\n", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -54,7 +56,11 @@ "cell_type": "code", "execution_count": 2, "id": "7e9c3fbd", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "name": "stderr", @@ -117,7 +123,16 @@ "execution_count": 6, "id": "9e002515", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Generating stencils for Derivative(p(t, x, y), (x, 2))\n", + "Generating stencils for Derivative(p(t, x, y), (y, 2))\n" + ] + } + ], "source": [ "derivs = (p.dx2, p.dy2)\n", "subs = boundary.substitutions(derivs)" @@ -127,18 +142,20 @@ "cell_type": "code", "execution_count": 7, "id": "34e756e9", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "data": { - "image/png": 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9ta4YT9OXKL0NzTk3DdIVaz2gOeemgJno2XjuTrBWPKA552qL3obmnJsGqVPAq5zOuangnQLOuSnhnQLOualS+sBa59w0METfmh0yml0651xjeKeAc25qGPIqp3NueningHNuKpjR+GEbzS6dc64xUqdAVmupQ9JFku6QtEvSlYd5/VWS7pP01Wp57WrH9AzNOVfbuDoFJGXANcALgN3AzZK2m9lty3b9uJldUfe4nqE552oxRLR6Sw3nA7vM7E4z6wHXAZeMWkYPaM652kpCraWGzcBdQ+u7q23L/YykWyRdL+ns1Q7qAc05V0u6L2eotQCnSdo5tFx+DB/5d8A5ZvYjwGeBa1d7g7ehOedqOqo7p99vZluP8PrdwHDGdVa1bT8ze2Bo9UPAO1f7UA9ozrla0m3sxnaBx5uBLZLOJQWyS4FXDu8g6Uwzu6davRi4fbWDekBzztVipkF1cgzHskLSFcANQAZ8xMxulXQ1sNPMtgOvl3QxUAAPAq9a7bgjBTRJvw68lhS8vwa8GjiT1GOxCfgS8ItVL4Zzbp0b58BaM9sB7Fi27aqh528G3nw0xzzm0knaDLwe2GpmTyFF2UuBdwDvNrMnAQ8BrznWz3DONUe6HppqLZMyarjNgQ2ScmAjcA/wfOD66vVrgZeO+BnOuUZIV6yts0zKMX+ymd0N/DHwPVIg20uqYj5sZkW120pjS5B0+aBLt3x0/liL4Zw7TtKwjbENrF0To1Q5TyGN7D0XeDwwC1xU9/1mts3MtprZ1uyE2WMthnPuOBn3XM61MEqnwIXAt83sPgBJnwSeA5wsKa+ytEPGljjn1q+mXz5olNJ9D3iWpI2SBFwA3AZ8HnhZtc9lwKdGK6JzrgnS5YNUa5mUUdrQbiI1/n+ZNGQjANuANwFvlLSLNHTjw2Mop3OuAZrehjbSODQzeyvw1mWb7yTNpHfOTZF0tY1mVzl9poBzrpY09ckDmnNuKniG5pybIpOcBVCHBzTnXC2DXs4m84DmnKvNq5zOuakwuKdAk3lAc87VYkDhGZpzblp4ldM5Nx0mPAugDg9ozrlaBhd4bDIPaM652jxDc85NhcEFHpvMA5pzrhZDFNE7BZxzU8Lb0Jxz08G8yumcmxLehuacmyoe0JxzU8EQpXcKOOemhXcKOOemgq2DToFm54/OuUYxU62lDkkXSbpD0i5JVx5hv5+RZJK2rnZMz9CcczWNb3K6pAy4BngBsBu4WdJ2M7tt2X5zwBuAm+oc1zM051xtY8zQzgd2mdmdZtYDrgMuOcx+vwe8A1iqc1APaM65WsygjKq1AKdJ2jm0XL7scJuBu4bWd1fb9pP0dOBsM/ufdcvoVU7nXG1H0ct5v5mt2ua1EkkBeBfwqqN5nwc051wtBrUb/Gu4Gzh7aP2satvAHPAU4AuSAB4HbJd0sZntXOmgHtCcczWN9Yq1NwNbJJ1LCmSXAq8cvGhme4HT9n+y9AXgN48UzMDb0JxzR8Gs3rL6cawArgBuAG4HPmFmt0q6WtLFx1o+z9Ccc7WNscqJme0AdizbdtUK+z6vzjE9oDnnakm9nM2u1HlAc87VVqc6OUke0JxztY2zyrkWPKA552ox6s/TnBQPaM652hpe4xxt2IakkyVdL+kbkm6X9GxJp0r6rKRvVY+njKuwzrkJMrCoWsukjNpl8V7gM2b2ZOCppPEkVwI3mtkW4MZq3Tk3BcZ5+aC1cMwBTdJJwE8AHwYws56ZPUyaMX9ttdu1wEtHK6JzrinGNbB2rYySoZ0L3Af8qaSvSPqQpFngDDO7p9rnXuCMUQvpnJu8wVzOqczQSB0KTwc+YGZPA+ZZVr00M2OFdkRJlw8uLVI+Oj9CMZxzx4UBpnrLhIwS0HYDu81scCXJ60kB7vuSzgSoHvcc7s1mts3MtprZ1uyE2RGK4Zw7Xqa2ymlm9wJ3SfqhatMFwG3AduCyattlwKdGKqFzriHq9XBOspdz1HFo/xX4K0lt4E7g1aQg+QlJrwG+C7x8xM9wzjVFwweijRTQzOyrwOGuSnnBKMd1zjWQ+dQn59w0meYMzTn3WOMZmnNuWsRJF+DIPKA55+oZjENrMA9ozrna/AKPzrnp4QHNOTc1vMrpnJsW8gzNOTcVTDDBaU11eEBzztXnGZpzbmp4QHPOTQ0PaM65qbAOBtY2+77uzrlGkdVbah1LukjSHZJ2STrkZkqSflnS1yR9VdIXJZ232jE9oDnn6rOayyokZcA1wAuB84BXHCZgfdTMftjMfhR4J/Cu1Y7rAc05V9sYM7TzgV1mdqeZ9YDrSHeM28/MHhlanaVGqPQ2NOdcffXb0E6TtHNofZuZbRta3wzcNbS+G3jm8oNIeh3wRqANPH+1D/WA5pyrp2Z1snK/mR3uatZH95Fm1wDXSHol8LscuF/JYXmV0zlX35ja0IC7gbOH1s+qtq3kOmrctNwDmnOuNsV6Sw03A1sknVvdZOlS0h3jDnyWtGVo9cXAt1Y7qFc5nXP1jWlgrZkVkq4AbgAy4CNmdqukq4GdZrYduELShUAfeIhVqpvgAc05V9PRjDGrw8x2ADuWbbtq6PkbjvaYHtCcc/U1fKaABzTnXH0+l9M5Ny38Ao/OuelgtXswJ8YDmnOuPs/QnHNTwwOac25aNL0NzWcKOOemhmdozrn6Gp6heUBzztXjvZzOuaniGZpzbhqIx0CngKRM0lckfbpaP1fSTdWNDz5eXRrEOTcNxnc9tDUxjl7ONwC3D62/A3i3mT2JdMmP14zhM5xzk1bzfgKTzOJGCmiSziJdeO1D1bpI1/2+vtrlWmpcZdI5t07EmsuEjNqG9h7gt4G5an0T8LCZFdX6btLNEJxzU2Bq29AkvQTYY2ZfOsb3Xy5pp6Sd5aPzx1oM59zx1PA2tFEytOcAF0t6ETADnAi8FzhZUl5laSve+KC6pdU2gM4Tzm543HfOTTpY1XHMGZqZvdnMzjKzc0g3OPicmf088HngZdVulwGfGrmUzrlGmOpOgRW8CXijpF2kNrUPr8FnOOcmYYqrnPuZ2ReAL1TP7yTd5t05N2V86pNzbjqsgzY0D2jOuVpULU3mAc05V59naM65adH0gbUe0Jxz9XlAc85NhXVwgUe/p4Bzrr4xjkOTdJGkO6pLjV15mNffKOk2SbdIulHSE1c7pgc051xt45opICkDrgFeCJwHvELSect2+wqw1cx+hHQFn3eudlwPaM65+saXoZ0P7DKzO82sB1wHXHLQR5l93swWqtV/Js0NPyIPaM652o4iQzttcDWdarl82aE2A3cNra92qbHXAH+/Wvm8U8A5V49xNBdvvN/Mto7jYyX9ArAVeO5q+3pAc87VMuabpNwNnD20fthLjUm6EHgL8Fwz6652UK9yOufqG18b2s3AluqmSm3SJci2D+8g6WnAB4GLzWxPnYN6huacq002nhTNzApJVwA3ABnwETO7VdLVwE4z2w78EXAC8NfpdiV8z8wuPtJxPaA55+oZ89U2zGwHsGPZtquGnl94tMf0gOacq83ncjrnpkbTpz55QHPO1ecZmnNuKkz4Bih1eEBzztXnAc05Nw3GPLB2TXhAc87VptjsiOYBzTlXj9/1yTk3TXzYhnNueniG5pybFt4p4JybDgaMaXL6WvGA5pyrzdvQnHNTwcehOeemh5lXOZ1z08MzNOfc9PCA5pybFp6hOeemgwFlsyOaBzTnXG1Nz9CO+TZ2ks6W9HlJt0m6VdIbqu2nSvqspG9Vj6eMr7jOuYka9HSutkzIKPflLIDfMLPzgGcBr5N0HnAlcKOZbQFurNadc1NAVm+ZlGMOaGZ2j5l9uXq+D7gd2AxcAlxb7XYt8NIRy+ica4K6NxmeYEAbSxuapHOApwE3AWeY2T3VS/cCZ6zwnsuBywGyU7xW6lzTCVDDOwVGqXICIOkE4G+AXzOzR4ZfM7MV47WZbTOzrWa2NTthdtRiOOeOA5nVWiZlpIAmqUUKZn9lZp+sNn9f0pnV62cCe0YronOuEdZBlXOUXk4BHwZuN7N3Db20Hbisen4Z8KljL55zrjlq9nCu0wztOcAvAs+X9NVqeRHwduAFkr4FXFitO+emwDh7OSVdJOkOSbskHTIaQtJPSPqypELSy+oc85g7Bczsi6R2wsO54FiP65xrsDFlX5Iy4BrgBcBu4GZJ283stqHdvge8CvjNusf1mQLOuXpsrL2c5wO7zOxOAEnXkYZ87Q9oZvad6rXal5UcuZfTOfcYMr5Ogc3AXUPru6ttI/EMzTlX21EMyThN0s6h9W1mtm0NinQQD2jOufrqB7T7zWzrEV6/Gzh7aP2sattIvMrpnKvHgFhzWd3NwBZJ50pqA5eShnyNxAOac64WUW+WQJ1qqZkVwBXADaR54J8ws1slXS3pYgBJz5C0G/hZ4IOSbl3tuF7ldM7VF8d3Hzsz2wHsWLbtqqHnN5OqorV5QHPO1TOocjaYBzTnXG2TnHhehwc051x9HtCcc9PBbzTsnJsWftcn59w08TY059z08IDmnJsKBkQPaM65qeCdAs65aeIBzTk3FQwomz1VoBkBTRDbhkqhkB5hcH1yAYaisACKAesboZNhWYAiohBQGVGWQRl9xr2bCtqwAc3MQLuFbWhjWUbs5FguynYgtkTZETEXZRtiW8Q2xBbpsW1Ylh7H86MwMA9oq5NhnUhpoELpvGUCgQmykIJa6AtFiDkoZqg0FFuoH1J3cp6lmxxkHtLc+qeZGWzjDNZuEWdaWCuj2JhhmSg2KD12RGxBOTMIalB2ILaMsmNYnn5bhDFVFb3KWYOAVsTKKogVIlJlaoM7yZQpqJWFCEp/jUIfYjsggfp5+iPUbqGynOz3cW4c2i1o5VgrI7YzrBWwXMRWtWQpmKV1hhbDcrBWCmi0IlrpdkZHw3s561EwWjMFfcD6gRJQvwpuWapqmiDkVaZWCAiEVjq5KlJGZq1AkJBnaG4K2IY2caZFbGcUs6mq2d8YiLkoZkTModhQZWidA9XMsmMpmHUitCKtmaL+veVWLZQHtNXJyPJImUeiCSstVTsLpZQ5CivTuYxVUEuP6a9TIAUzM7BWRLEZX8u5UVgrq5ahzCwfLOm3YDlDS2ozs7zKzHIj5JEsj8gD2vGTydg40wWgzCN95VgWKANYV1gGSMQs7R/LFTK1diAPgtwzNLf+lTM5xcaM2AopE8tFf2P6PRSDxxmwFpQzRmwZsWNY+0BmluWRjTNdwliqnAYNb85pRECTjHZe0stLzCAMZWqWiRhBuREs/WUKrJCpGdVfMg9obv2LrZCaXKpsLOYpiB14pHrNiBkpO8sOZGYhi+R5STsvCZ6hHT9ZME7qLAHQyzMWBEVmlCEjBkN5AKV/WBCx+iNxuEzNgsg8oLkpULarzKw11GY2yMw2pABWbrAU0GYsNbd0Ilm7JG+VbJzp0s5LTuoskYcxDbfwgLY6YcxkBUtZilSDTC2WwnJhZinzsipT4/CZmiz18gzGsTm3nsVWGpoRs6E2s+HMLKsys6r9jNxQHsnycn9m1slKZrKCUP/m40dg3stZR67Ips48AEtlKlI3y1kU9DMjZhkRUJ4yMSsNELFI74/FgaBmASx4hubWv7JzYJxZsSHVUIoZqsdq0OyGiOWGZkpCu6TdLphp9+m0Ck7qLDGTFWzqzI+nymlgPrB2dZkis3mX+bINQDcvMBNFLIixytJyYQSsZUSBWhCUqp/SUFAr0+Bb59a7mB88ziyNLUttZqknc5CZRUIrkg21mc3kBTNZwUzeZzbvjq8Nzac+rS5XZFNrnsIyFrNW2hZSV7OAfhbpAlZYytSKNIXAcgMTytIwG8tSULOxdOk4N1llO80AGIwzs7zqzcxIbWZVZqY80u70aeUlGzs9Tmx32ZD3OaWzwGzWY1Nrnmwcf+XNxnobu7XQiICWKTKXLbGQt8lV0q/GZ0QTZik4la1AGYyyFCal2QQBVIKCKGMafKuYgppz611sV9OZqrmZlldDM/I03pLcCO2SLIt0WgWdVsHGVp8NeZ8TWl3m8iU2ZH1OyhfIxvWb8E6B1WWKnJo/St8yFkKbwrKDGjElw4B+P8dKYVkgRqXJ7IMJ7THNLCgNbCzzPJybrFjNzUwBrWoz6xiWGerElJm1C/K8ZKbdZ2Orz1yry4ntRU7Ie5zSWmBj6HFytkBL4xk/Zp6hrS6n5PT8EXqW04l9SgvkQ/8AQYaZ6IWYxvYVGUVMWVoZhya0h+rR45mbAvunNA1PNG+nzCxrl2RVIGvn5f5q5ontRU5uLXJivsQp+TxzYYnT80fGlKH5BR5ryRSZC0ucnM2TEelW7WiFZURLPZZFDEhGv8xSJ0AposLhJ7Q7NwVSdnboRPOQR/JWGprRaRXM5MX+auYJeY8T8yXmsiXmwhJz2SJzYYlsHLc8f6xOTpd0EfBeIAM+ZGZvP9L+LSKnhwViFpgNaQpUJ/TJFMlV0gopW+tkqbi9IqvmdQb6lsbqLJ/Q7tx6d8hE8zxdxCFk8aBBszNZwSmdBebyJU5pLXBKPs/J2QKn548wqx6nhwXaY+gUMMAea1OfJGXANcALgN3AzZK2m9ltK70nAHMhss+6EGEuW6Qk0A0tlrJW6v3M+wAHBt+2SgpB2SoPZGpDE9qdW+8OmmheZWZZHg8ZNDuT95nNemzI+mwMvWrpMqv0OBci2VgKNN4LPK6W+EjqAH8O/BjwAPBzZvadIx1zLTK084FdZnZnVajrgEuAFQNarsAZ2QZgkX3qExSZDV3aKuiEPhvDRnKVzGcd4MDg216R/pnKIqRLD2WB0jM0NyVWmmg+nJlt6swzm3fZ1JrnpHxhf2Y2F5Y4PSwwFyJnZBsIjOc3YWOqctZMfF4DPGRmT5J0KfAO4OeOdNy1CGibgbuG1ncDz1y+k6TLgcsBnrA5JyAyoK1IRiTDaKkkw8gUCbJqieRhsJ56QJEhgYV0qWHziQJuGggIhsLg/7iRhfQ7SL+BA7+LTMt+M8Tqt0T6bWlMP4rxZWh1Ep9LgLdVz68H3i9JZiv3TEysU8DMtgHbACTd1378nfPA/ZMqz1E6DS/rWvCyro1BWZ84ykH28dAN/2DXn1Zz9xlJO4fWt1W/+YE6ic/+fcyskLQX2MQRzvtaBLS7gbOH1s+qtq3IzE6XtNPMtq5BecbOy7o2vKxrY1xlNbOLxlGetbQWlbObgS2SzpXUBi4Ftq/B5zjn1q86ic/+fSTlwEmkzoEVjT2gmVkBXAHcANwOfMLMbh335zjn1rU6ic924LLq+cuAzx2p/QzWqA3NzHYAO47ybdtW36UxvKxrw8u6NhpX1qpNbJD4ZMBHzOxWSVcDO81sO/Bh4C8k7QIeJAW9I9IqAc8559YNH+DgnJsaHtCcc1OjEQFN0kWS7pC0S9KVky7PMElnS/q8pNsk3SrpDdX2UyV9VtK3qsdTJl1WSCOwJX1F0qer9XMl3VSd249XDbCNIOlkSddL+oak2yU9u8Hn9derf/+vS/qYpJmmnFtJH5G0R9LXh7Yd9jwqeV9V5lskPX0SZV4rEw9oQ1MgXgicB7xC0nmTLdVBCuA3zOw84FnA66ryXQncaGZbgBur9SZ4A6l3eeAdwLvN7EnAQ6TpJE3xXuAzZvZk4KmkcjfuvEraDLwe2GpmTyE1Yg+m4jTh3P4ZsHyM2Ern8YXAlmq5HPjAcSrj8WFmE12AZwM3DK2/GXjzpMt1hPJ+ijT/7A7gzGrbmcAdDSjbWaT/vM8HPk2aPHM/kB/uXE+4rCcB36bqmBra3sTzOhixfippZMCngZ9q0rkFzgG+vtp5BD4IvOJw+03DMvEMjcNPgdg8obIckaRzgKcBNwFnmNk91Uv3AmdMqlxD3gP8Nuy/+NUm4GFLYwOhWef2XOA+4E+rKvKHJM3SwPNqZncDfwx8D7gH2At8ieaeW1j5PK6b39uxaEJAWxcknQD8DfBrZvbI8GuW/tRNdPyLpJcAe8zsS5Msx1HIgacDHzCzpwHzLKteNuG8AlTtT5eQgvDjgVkOreI1VlPO4/HQhIB21HM/jzdJLVIw+ysz+2S1+fuSzqxePxPYM6nyVZ4DXCzpO8B1pGrne4GTq2kj0KxzuxvYbWY3VevXkwJc084rwIXAt83sPjPrA58kne+mnltY+Tw2/vc2iiYEtEbP/ZQk0ojl283sXUMvDU/LuIzUtjYxZvZmMzvLzM4hncPPmdnPA58nTRuBBpRzwMzuBe6S9EPVpgtIl45p1HmtfA94lqSN1f+HQVkbeW4rK53H7cAvVb2dzwL2DlVN179JN+JVDZMvAr4J/CvwlkmXZ1nZfpyUrt8CfLVaXkRqn7oR+BbwD8Cpky7rUJmfB3y6ev7vgH8BdgF/DXQmXb6hcv4osLM6t38LnNLU8wr8d+AbwNeBvwA6TTm3wMdIbXt9Uub7mpXOI6mj6Jrqt/Y1Us/txM/vuBaf+uScmxpNqHI659xYeEBzzk0ND2jOuanhAc05NzU8oDnnpoYHNOfc1PCA5pybGv8fzUAeS6l9q2wAAAAASUVORK5CYII=\n", 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\n", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -212,7 +229,11 @@ "cell_type": "code", "execution_count": 11, "id": "f611527e", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "name": "stderr", @@ -225,9 +246,9 @@ "data": { "text/plain": [ "PerformanceSummary([(PerfKey(name='section0', rank=None),\n", - " PerfEntry(time=0.027169, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[])),\n", + " PerfEntry(time=0.025151000000000003, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[])),\n", " (PerfKey(name='section1', rank=None),\n", - " PerfEntry(time=1.8e-05, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[]))])" + " PerfEntry(time=2.800000000000001e-05, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[]))])" ] }, "execution_count": 11, @@ -244,37 +265,42 @@ "cell_type": "code", "execution_count": 12, "id": "1ace3ee6", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "data": { - "image/png": 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\n", 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\n", 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" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], "source": [ - "plt.imshow(p.data[1].T, origin='lower')\n", + "plt.imshow(p.data[1].T, origin='lower', cmap='seismic')\n", "plt.colorbar()\n", "plt.show()" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 13, "id": "a9a1bc17", "metadata": {}, "outputs": [], - "source": [] + "source": [ + "assert np.isclose(np.linalg.norm(p.data), 231.8004)" + ] } ], "metadata": { + "celltoolbar": "Tags", "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", diff --git a/examples/7_1D_vs_ND_comparison.ipynb b/examples/7_1D_vs_ND_comparison.ipynb index 555f1e0..b63b015 100644 --- a/examples/7_1D_vs_ND_comparison.ipynb +++ b/examples/7_1D_vs_ND_comparison.ipynb @@ -7,14 +7,18 @@ "source": [ "# Comparing 1-D and N-D extrapolations with the 2nd-order acoustic wave equation\n", "\n", - "In this notebook, we will compare a 'Mulder-style' immersed boundary using a 1-D extrapolation per cartesian direction with an immersed boundary approach using a single N-D extrapolation." + "In this notebook, a 'Mulder-style' immersed boundary using a 1-D extrapolation per cartesian direction is compared with an immersed boundary approach using a single N-D extrapolation." ] }, { "cell_type": "code", "execution_count": 1, "id": "b9f7fc84", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "data": { @@ -53,14 +57,18 @@ "id": "32532676", "metadata": {}, "source": [ - "We will use the same boundary geometry for both runs to compare the results of the two approaches." + "The same boundary geometry is used for both runs to compare the results of the two approaches." ] }, { "cell_type": "code", "execution_count": 2, "id": "aafbb0b1", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "name": "stderr", @@ -82,7 +90,7 @@ "id": "1c184731", "metadata": {}, "source": [ - "We can also use the same `TimeFunction` for both runs. The only requirement is that we remember to reset the `data` attribute between runs." + "The same `TimeFunction` can be used for both runs, the only requirement is that the `data` attribute is reset between." ] }, { @@ -103,7 +111,7 @@ "id": "555de311", "metadata": {}, "source": [ - "As we will be using both 1-D and N-D extrapolations, we will need to define separate boundary conditions for each, with the former using appropriate approximations." + "As this notebook will use both 1-D and N-D extrapolations, separate boundary conditions are needed for each, with the former using appropriate approximations." ] }, { @@ -115,11 +123,12 @@ "source": [ "from schism import BoundaryConditions\n", "\n", - "# N-d boundary conditions\n", + "# N-dimensional boundary conditions\n", "bc_list_nd = [dv.Eq(p, 0), # Zero pressure on free surface\n", " dv.Eq(p.dx2+p.dy2, 0), # Zero laplacian\n", " dv.Eq(p.dx4 + 2*p.dx2dy2 + p.dy4, 0)] # Zero biharmonic\n", "\n", + "# 1D boundary conditions\n", "bc_list_1d = [dv.Eq(p, 0), # Zero pressure on free surface\n", " dv.Eq(p.dx2, 0),\n", " dv.Eq(p.dy2, 0), # Zero second derivative\n", @@ -135,7 +144,7 @@ "id": "f0f82fe9", "metadata": {}, "source": [ - "We will first run the implementation with 1D extrapolations." + "First running the implementation with 1D extrapolations." ] }, { @@ -167,14 +176,18 @@ "id": "5e8ffda1", "metadata": {}, "source": [ - "Before we run our models, we will want to set up a boundary mask to damp reflections at the edges of the domain. As in previous examples, this will be a simple sponge mask." + "Before running the models, a boundary mask to damp reflections at the edges of the domain is set up. As in previous examples, this will be a simple sponge mask." ] }, { "cell_type": "code", "execution_count": 6, "id": "b793743d", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "data": { @@ -213,7 +226,7 @@ "id": "59d199fc", "metadata": {}, "source": [ - "Now we set up our source term. As before, we will use a Ricker source." + "Setting up the source term, a Ricker source as before." ] }, { @@ -246,7 +259,7 @@ "id": "22a1a746", "metadata": {}, "source": [ - "We will also set up snapshotting using a second `TimeFunction` and a `ConditionalDimension` to sample the wavefield every 100ms." + "Snapshotting using a second `TimeFunction` and a `ConditionalDimension` will be used to sample the wavefield every 100ms." ] }, { @@ -273,7 +286,7 @@ "id": "05c1c1b0", "metadata": {}, "source": [ - "Now we can set up our equation using our modified stencils" + "Setting up the equation with the modified stencils:" ] }, { @@ -291,7 +304,7 @@ "id": "5f4b67a5", "metadata": {}, "source": [ - "and set up a source injection term." + "Setting up a source injection term:" ] }, { @@ -309,31 +322,35 @@ "id": "c79d02e2", "metadata": {}, "source": [ - "Now we create our operator, remembering to include our snapshotting equation, and run it." + "Now the operator is created, remembering to include the snapshotting equation." ] }, { "cell_type": "code", "execution_count": 11, "id": "b3fc74a8", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "Operator `Kernel` ran in 0.03 s\n" + "Operator `Kernel` ran in 0.04 s\n" ] }, { "data": { "text/plain": [ "PerformanceSummary([(PerfKey(name='section0', rank=None),\n", - " PerfEntry(time=0.026322999999999954, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[])),\n", + " PerfEntry(time=0.03185199999999997, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[])),\n", " (PerfKey(name='section1', rank=None),\n", - " PerfEntry(time=0.000866, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[])),\n", + " PerfEntry(time=0.0005059999999999999, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[])),\n", " (PerfKey(name='section2', rank=None),\n", - " PerfEntry(time=3.3e-05, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[]))])" + " PerfEntry(time=0.00010999999999999999, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[]))])" ] }, "execution_count": 11, @@ -351,7 +368,7 @@ "id": "4dec1f73", "metadata": {}, "source": [ - "We will then save the snapshots for later plotting and reset the wavefield for a run with N-D extrapolations." + "The snapshots are saved for later plotting and the wavefield is reset for a run with N-D extrapolations." ] }, { @@ -372,7 +389,7 @@ "id": "0f93faf7", "metadata": {}, "source": [ - "We get our modified stencils, this time using the N-D boundary conditions." + "Generating new modified stencils using the N-D boundary conditions:" ] }, { @@ -400,7 +417,7 @@ "id": "2aadbcb2", "metadata": {}, "source": [ - "Now we can reform our equation using the updated stencils," + "Now the equation is reformed using the updated stencils." ] }, { @@ -418,31 +435,35 @@ "id": "a1c5f697", "metadata": {}, "source": [ - "create an operator, and run it." + "An operator is created and run." ] }, { "cell_type": "code", "execution_count": 15, "id": "fdae8718", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "Operator `Kernel` ran in 0.47 s\n" + "Operator `Kernel` ran in 0.72 s\n" ] }, { "data": { "text/plain": [ "PerformanceSummary([(PerfKey(name='section0', rank=None),\n", - " PerfEntry(time=0.46610299999999993, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[])),\n", + " PerfEntry(time=0.7159949999999998, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[])),\n", " (PerfKey(name='section1', rank=None),\n", - " PerfEntry(time=0.0006289999999999999, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[])),\n", + " PerfEntry(time=0.000607, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[])),\n", " (PerfKey(name='section2', rank=None),\n", - " PerfEntry(time=0.0001389999999999998, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[]))])" + " PerfEntry(time=0.00017599999999999962, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[]))])" ] }, "execution_count": 15, @@ -460,14 +481,18 @@ "id": "f4ac98f7", "metadata": {}, "source": [ - "Now we will plot a side-by-side comparison of the two approaches at the 300ms, 400ms, 500ms, and 600ms timesteps. We will also plot the boundary geometry. Plots on the left show the Mulder-style approach, whilst plots on the right show our novel approach." + "A side-by-side comparison of the two approaches at the 300ms, 400ms, 500ms, and 600ms timesteps is plotted. The boundary geometry is also shown. Plots on the left show the Mulder-style approach, whilst plots on the right show novel approach developed." ] }, { "cell_type": "code", "execution_count": 16, "id": "7b3e6d04", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "data": { @@ -517,14 +542,18 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 17, "id": "63b584cd", "metadata": {}, "outputs": [], - "source": [] + "source": [ + "assert np.isclose(np.linalg.norm(old_wavefield), 172.76538)\n", + "assert np.isclose(np.linalg.norm(psave.data), 172.6285)" + ] } ], "metadata": { + "celltoolbar": "Tags", "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", diff --git a/examples/8_2nd-order_acoustic_exact_solution_comparison.ipynb b/examples/8_2nd-order_acoustic_exact_solution_comparison.ipynb index 92f4302..6b165aa 100644 --- a/examples/8_2nd-order_acoustic_exact_solution_comparison.ipynb +++ b/examples/8_2nd-order_acoustic_exact_solution_comparison.ipynb @@ -7,7 +7,7 @@ "source": [ "# 2nd-order acoustic exact solution comparison\n", "\n", - "In this notebook, we will compare a numerical solution using an immersed boundary to the exact solution. This exact solution was initially presented in Mulder 2017.\n", + "In this notebook, a numerical solution using an immersed boundary is compared to the exact solution. This exact solution was initially presented in Mulder 2017.\n", "\n", "The top surface will be an immersed boundary, the bottom a zero-flux boundary condition, and periodic boundary conditions on the sides. The domain extends from $0$ to $2\\pi$ in the x direction and from $0$ to $-\\frac{3\\pi}{4}$ in the y direction. " ] @@ -16,11 +16,15 @@ "cell_type": "code", "execution_count": 1, "id": "affea8e2", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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\n", "text/plain": [ "
" ] @@ -43,7 +47,7 @@ " return sdf\n", "\n", "# Load the sinusoid 2D sdf\n", - "sdf = read_sdf('exact_solution_surface_periodic_0.6', 2)\n", + "sdf = read_sdf('exact_solution_surface_periodic_1.0', 2)\n", "\n", "plt.imshow(sdf.data.T, aspect='auto')\n", "plt.title(\"Boundary geometry SDF\")\n", @@ -155,7 +159,11 @@ "cell_type": "code", "execution_count": 4, "id": "53485cef", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "name": "stderr", @@ -166,7 +174,7 @@ }, { "data": { - "image/png": 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\n", + "image/png": 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\n", 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" ] @@ -198,7 +206,10 @@ "execution_count": 5, "id": "0bc7c6c3", "metadata": { - "scrolled": true + "scrolled": true, + "tags": [ + "nbval-ignore-output" + ] }, "outputs": [ { @@ -228,11 +239,15 @@ "cell_type": "code", "execution_count": 6, "id": "4711dd8e", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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\n", 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" ] @@ -246,7 +261,6 @@ "import sympy as sp\n", "\n", "interior_mask = bg.interior_mask[(sp.core.numbers.Zero(), sp.core.numbers.Zero())][4:-4]\n", - "# interior_mask = y1(xmsh, ymsh, A) > -1\n", "u0[np.logical_not(interior_mask)] = 0\n", "\n", "plt.imshow(u0.T, extent=(0, 2*np.pi, 0, -3*np.pi/4), aspect='auto', cmap='seismic')\n", @@ -261,11 +275,15 @@ "cell_type": "code", "execution_count": 7, "id": "8cc77a1b", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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\n", 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" ] @@ -279,8 +297,7 @@ "vel = dv.Function(name='vel', grid=new_grid)\n", "# Cap the velocity at 3, as these points are outside the domain anyway\n", "vel_data = np.minimum(c(xmsh, ymsh, A, c0), 3)\n", - "# vel_data = c(xmsh, ymsh, A, c0)\n", - "# vel_data[np.logical_not(interior_mask)] = 0\n", + "\n", "# Add the edges\n", "vel_data_full = np.concatenate((vel_data[-5:-1], vel_data, vel_data[1:5]))\n", "vel.data[:] = vel_data_full[:]\n", @@ -299,20 +316,22 @@ "outputs": [], "source": [ "# Set the timestep at 10% of critical timestep\n", - "# dt = 0.1*new_grid.spacing[0]/np.amax(vel.data)\n", - "# Fix the timestep for all\n", - "dt = 0.1*2*np.pi/(336*np.amax(vel.data))" + "dt = 0.1*new_grid.spacing[0]/np.amax(vel.data)" ] }, { "cell_type": "code", "execution_count": 9, "id": "06b9bf21", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "data": { - "image/png": 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\n", 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\n", 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\n", 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\n", 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\n", 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\n", "text/plain": [ "
" ] @@ -435,11 +454,8 @@ "outputs": [], "source": [ "# Set up the equation for the main body of the domain\n", - "\n", - "# Standard equation with no substitutions\n", - "eq_normal = dv.Eq(p.forward, 2*p-p.backward+dt**2*vel**2*(p.dx2+p.dy2), subdomain=main_domain)\n", - "# eq_main = dv.Eq(p.forward, 2*p-p.backward+dt**2*vel**2*(p.dx2+p.dy2), subdomain=main_domain)\n", - "eq_main = dv.Eq(p.forward, 2*p-p.backward+dt**2*vel**2*(subs[p.dx2]+subs[p.dy2]), subdomain=main_domain)" + "eq_main = dv.Eq(p.forward, 2*p-p.backward+dt**2*vel**2*(subs[p.dx2]+subs[p.dy2]),\n", + " subdomain=main_domain)" ] }, { @@ -455,8 +471,10 @@ "\n", "x, y = new_grid.dimensions\n", "\n", - "left_bcs = [dv.Eq(p[t+1, i, y], p[t+1, new_grid.shape[0]-9+i, y], subdomain=left) for i in range(4)]\n", - "right_bcs = [dv.Eq(p[t+1, new_grid.shape[0]-4+i, y], p[t+1, i+5, y], subdomain=right) for i in range(4)]" + "left_bcs = [dv.Eq(p[t+1, i, y], p[t+1, new_grid.shape[0]-9+i, y], subdomain=left)\n", + " for i in range(4)]\n", + "right_bcs = [dv.Eq(p[t+1, new_grid.shape[0]-4+i, y], p[t+1, i+5, y], subdomain=right)\n", + " for i in range(4)]" ] }, { @@ -486,11 +504,12 @@ " yind = f.indices[-1]\n", " if (yind-y).as_coeff_Mul()[0] > 0:\n", " pos = abs((f.shape[-1] - 1)*y.spacing - yind)\n", - " mapper.update({f: f.subs({yind: dv.symbolics.INT((f.shape[-1]-1)*y.spacing-pos)})})\n", + " mapper.update({f: f.subs({yind:\n", + " dv.symbolics.INT((f.shape[-1]-1)*y.spacing-pos)})})\n", "\n", " return dv.Eq(lhs, rhs.subs(mapper), subdomain=subdomain)\n", "\n", - "base_bc = zero_flux_base(eq_normal, base)" + "base_bc = zero_flux_base(eq_main, base)" ] }, { @@ -502,7 +521,7 @@ { "data": { "text/plain": [ - "Data(10080.)" + "Data(7199.99979964)" ] }, "execution_count": 16, @@ -513,8 +532,6 @@ "source": [ "# Set up number of timesteps\n", "t_max = 2*np.pi/c0\n", - "# Nomianal period of solution\n", - "# t_max = 2*np.pi/(c0*np.sqrt(m**2 + (np.pi/2)**2))\n", "nsteps = t_max/dt\n", "nsteps" ] @@ -533,22 +550,28 @@ "cell_type": "code", "execution_count": 18, "id": "30e2ae9e", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "Operator `Kernel` ran in 1.52 s\n" + "Operator `Kernel` ran in 6.25 s\n" ] }, { "data": { "text/plain": [ "PerformanceSummary([(PerfKey(name='section0', rank=None),\n", - " PerfEntry(time=1.5089140000000265, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[])),\n", + " PerfEntry(time=5.451786000000003, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[])),\n", " (PerfKey(name='section1', rank=None),\n", - " PerfEntry(time=0.002043999999999962, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[]))])" + " PerfEntry(time=0.7851030000000045, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[])),\n", + " (PerfKey(name='section2', rank=None),\n", + " PerfEntry(time=0.007684000000000467, gflopss=0.0, gpointss=0.0, oi=0.0, ops=0, itershapes=[]))])" ] }, "execution_count": 18, @@ -564,11 +587,15 @@ "cell_type": "code", "execution_count": 19, "id": "7970209f", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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\n", 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" ] @@ -591,11 +618,15 @@ "cell_type": "code", "execution_count": 20, "id": "72d67c1e", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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\n", 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" ] @@ -617,11 +648,15 @@ "cell_type": "code", "execution_count": 21, "id": "f1c0a724", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "data": { - "image/png": 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\n", 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\n", "text/plain": [ "
" ] @@ -631,14 +666,26 @@ } ], "source": [ - "plt.imshow(uend.T-p.data[ind, 4:-4].T, extent=(0, 2*np.pi, 0, -3*np.pi/4), aspect='auto', cmap='seismic')\n", + "plt.imshow(uend.T-p.data[ind, 4:-4].T, extent=(0, 2*np.pi, 0, -3*np.pi/4),\n", + " aspect='auto', cmap='seismic')\n", "plt.title(\"Diff\")\n", "plt.colorbar()\n", "plt.show()" ] + }, + { + "cell_type": "code", + "execution_count": 22, + "id": "bd78af64", + "metadata": {}, + "outputs": [], + "source": [ + "assert np.isclose(np.linalg.norm(p.data), 87.50338)" + ] } ], "metadata": { + "celltoolbar": "Tags", "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", diff --git a/examples/9_2nd-order_acoustic_convergence_testing.ipynb b/examples/9_2nd-order_acoustic_convergence_testing.ipynb index 03a7c99..3bc9df1 100644 --- a/examples/9_2nd-order_acoustic_convergence_testing.ipynb +++ b/examples/9_2nd-order_acoustic_convergence_testing.ipynb @@ -7,7 +7,7 @@ "source": [ "# Convergence testing the 2nd-order acoustic example\n", "\n", - "In this notebook, we will convergence test Schism's immersed boundary implementation against the previously presented exact solution." + "In this notebook, Schism's immersed boundary implementation is convergence tested against the previously presented exact solution." ] }, { @@ -15,7 +15,10 @@ "execution_count": 1, "id": "e0b4e707", "metadata": { - "scrolled": false + "scrolled": false, + "tags": [ + "nbval-ignore-output" + ] }, "outputs": [ { @@ -53,12 +56,12 @@ "name": "stderr", "output_type": "stream", "text": [ - "Operator `Kernel` ran in 0.03 s\n" + "Operator `Kernel` ran in 0.04 s\n" ] }, { "data": { - "image/png": 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evRo9erTy8vJ07Ngxw/Y7duzQzJkz9eqrr6qkpERpaWm6/vrrdeTIkaDlGOb1er1BO7oD3G634uPjVff554qLi3M6HQBAN+Z2uxXft6/q6uqC9jvjzO+lWkmBnMEtKUHqUK7Z2dm6/PLL9cQTT0iSPB6P0tLSdOedd2rp0qWW/VtbW9W3b1898cQTmj17dueTN8GICAAANgiTFBYW1vnty+O43W6/rampyfB8zc3NKisrU25urm9feHi4cnNzVVJS0q6cT506pdOnTysxMTHAq28bhQgAAD1IWlqa4uPjfVthYaFhu+PHj6u1tVUpKSl++1NSUuRyudp1rnvvvVcDBgzwK2a6GnfNAABgh8hIKSzMul1bvF6ppUXV1dV+UzPR0dFdkNzZHn74YT333HPasWOHYmJignIOiUIEAAB7dFEhEhcX1641IklJSYqIiFBNTY3f/pqaGqWmppr2XbVqlR5++GG9/PLLGjVqVOdzbgemZgAAsENkZOBbB0RFRSkzM1PFxcW+fR6PR8XFxcrJyWmz309+8hOtXLlSRUVFysrK6vTlthcjIgAAhKj8/HzNmTNHWVlZGjdunFavXq2GhgbNmzdPkjR79mxdeOGFvnUmjzzyiJYvX65NmzYpPT3dt5YkNjZWsbGxQcmRQgQAADt0xdRMB82YMUOffvqpli9fLpfLpTFjxqioqMi3gLWqqkrh4f+eHHnyySfV3NysW265xe84BQUFWrFiRedzN8FzRAAA5yw7nyNSd8EFigvv/IoIt8ej+M8+C2quTmCNCAAAcAxTMwAA2CEyUgpgREQeT9fl0o1QiAAAYAcKEUNMzQAAAMcwIgIAgB0YETFEIQIAgB0iIr7YOqu1tety6UaYmgEAAI5hRAQAADtERgY2IhLIw9C6MQoRAADsQCFiiEIEAAA7UIgYYo0IAABwDCMiAADYgRERQxQiAADYISLii2IEfpiaAQAAjqE0AwDADpGRjIgY4DMCAIAdKEQMMTUDAAAcQ2kGAIAdGBExxGcEAAA7BHrXjNfbdbl0I0zNAAAAxzAiAgCAHQKdmgnREREKEQAA7EAhYohCBAAAO1CIGGKNCAAAcAwjIgAA2IEREUMUIgAA2CHQ23c9nq7LpRthagYAADiGEREAAOwQ6NRMiI6IUIgAAGAHChFDTM0AAADHBK0QeeihhzR+/Hj17t1bCQkJ7eozd+5chYWF+W2TJ08OVooAANjnzIhIIFsICtpVNTc3a/r06crJydGvfvWrdvebPHmyNmzY4Ps4Ojo6GOkBAGAvpmYMBa0Q+dGPfiRJ2rhxY4f6RUdHKzU1NQgZAQCA7qbbjfPs2LFD/fr1U9++fXXdddfpwQcf1AUXXNBm+6amJjU1Nfk+drvddqQJAEDHBPockdbWrsulG+lWi1UnT56s3/zmNyouLtYjjzyinTt36oYbblCrySe/sLBQ8fHxvi0tLc3GjAEAaCfWiBjq0FUtXbpUjzzyiGmbAwcOKCMjo1PJ3Hrrrb5/X3rppRo1apSGDh2qHTt2aNKkSYZ9li1bpvz8fN/HbrdbaWlpKn8nXLGxxnWW1drZdq6tbVNiQmjO4wFAMHgs/iY+fNi8f21t589dX2/j3+OBFhOdHBFZu3atfvrTn8rlcmn06NFas2aNxo0bZ9j23Xff1fLly1VWVqaPPvpIP/vZz3T33Xd3Pud26NBnZMmSJZo7d65pmyFDhgSSz1nHSkpKUmVlZZuFSHR0NAtaAQAwsHnzZuXn52vdunXKzs7W6tWrlZeXp4qKCvXr1++s9qdOndKQIUM0ffp0/eAHP7Alxw4VIsnJyUpOTg5WLmf5+OOP9dlnn6l///62nRMAgKBwYETkscce04IFCzRv3jxJ0rp16/TXv/5Vv/71r7V06dKz2l9++eW6/PLLJckwHgxBG5OqqqpSeXm5qqqq1NraqvLycpWXl6u+vt7XJiMjQ1u2bJEk1dfX65577tGuXbt0+PBhFRcX6+abb9awYcOUl5cXrDQBALDHmcWqnd0iIiR9sQThq9tXb9j4qubmZpWVlSk3N9e3Lzw8XLm5uSopKbHlktsjaIXI8uXLNXbsWBUUFKi+vl5jx47V2LFjtWfPHl+biooK1dXVSZIiIiL0zjvv6Bvf+IYuvvhizZ8/X5mZmXr99deZegEA4EtpaWl+N2kUFhYatjt+/LhaW1uVkpLitz8lJUUul8uOVNslaEtwN27caPkMEa/X6/t3r1699NJLLwUrHQAAnBXo1MyXfaurqxUXF+fb3dP/WA/Ne4EAAOhuuqgQiYuL8ytE2pKUlKSIiAjV1NT47a+pqelWDw7tVs8RAQAAXSMqKkqZmZkqLi727fN4PCouLlZOTo6DmfljRAQAADt00YhIR+Tn52vOnDnKysrSuHHjtHr1ajU0NPjuopk9e7YuvPBC3zqT5uZmvffee75/HzlyROXl5YqNjdWwYcM6n7sJChEAAOzgQCEyY8YMffrpp1q+fLlcLpfGjBmjoqIi3wLWqqoqhYf/e3Lk6NGjGjt2rO/jVatWadWqVbrmmmu0Y8eOzudugkIEAAA7BPqumS9v3+2oxYsXa/HixYax/1tcpKen+91IYgfWiAAAAMcwIgIAgB0cmJrpCULzqgAA6G4oRAwxNQMAABwTmuUVAADdDSMihkLzqgAA6G4cumumu2NqBgAAOIYREQAA7MDUjKHQvCoAALobChFDoXlVkj77TGpsNI5ZvXQwseWYeQOXyzz+sXlYI0daNACAENHSYtmk8nCUebzSvH9trXk8KantWEODeV8EX8gWIgAAdCuMiBgKzasCAKC7oRAxFJpXBQBAd8Ptu4a4fRcAADiGEREAAOzA1Iyh0LwqAAC6GwoRQ0zNAAAAx4RmeQUAQHfDiIih0LwqAAC6G+6aMcTUDAAAcAwjIgAA2IGpGUOheVUAAHQ3FCKGmJoBAACOCc3yCgCA7oYREUOheVUAAHQ3FCKGQvOqAADobrh91xBrRAAAgGMYEQEAwA5MzRgKzauSdOyY1KuXcSwry6Lz/oPm8fLyzqT0b9XV1m1ycszjCQmB5QAA7bFnj3nc4pdj88jLLE9RWRlYCo2N5vGMjLZj//qXed8uRSFiiKkZAADgmNAsrwAA6G4YETEUmlcFAEB3w10zhpiaAQAAjmFEBAAAOzA1Yyg0rwoAgO6GQsQQUzMAAISwtWvXKj09XTExMcrOzlZpaalp+9///vfKyMhQTEyMLr30Ur3wwgtBzY9CBAAAO5wZEQlk66DNmzcrPz9fBQUF2rt3r0aPHq28vDwdO3bMsP2bb76pmTNnav78+Xr77bc1depUTZ06Vfv37w/06ttEIQIAgB26qBBxu91+W1NTU5unfOyxx7RgwQLNmzdPl1xyidatW6fevXvr17/+tWH7xx9/XJMnT9Y999yjESNGaOXKlbrsssv0xBNPBOVTIlGIAABgC4/CA94kKS0tTfHx8b6tsLDQ8HzNzc0qKytTbm6ub194eLhyc3NVUlJi2KekpMSvvSTl5eW12b4rhObKFwAAQlR1dbXi4uJ8H0dHRxu2O378uFpbW5WSkuK3PyUlRQcPGr/KxOVyGbZ3uVwBZt02ChEAAGzQ0vLFFkh/SYqLi/MrRHo6ChEAAGzQVYVIeyUlJSkiIkI1NTV++2tqapSammrYJzU1tUPtuwJrRAAACEFRUVHKzMxUcXGxb5/H41FxcbFy2njDe05Ojl97Sdq+fXub7bsCIyIAANjA7hERScrPz9ecOXOUlZWlcePGafXq1WpoaNC8efMkSbNnz9aFF17oW/B611136ZprrtGjjz6qG2+8Uc8995z27Nmj9evXdz5xCxQiAADYwIlCZMaMGfr000+1fPlyuVwujRkzRkVFRb4FqVVVVQoP//fkyPjx47Vp0ybdf//9uu+++zR8+HBt3bpVI0eO7HziFihEAAAIYYsXL9bixYsNYzt27Dhr3/Tp0zV9+vQgZ/VvFCIAANigtTWwEZHW1q7LpTuhEAEAwAZOTM30BCFbiHz2mRQTYxxLSLDovGePefzll83jbZ34jNhYiwRkmeSbu8xveLK6xksyPNY5AOjx3PXmPyvi9r9pfoC33zaPJyebhqOGDTPvL+n4cfNnYpSXm/f/17/M40lJbccaG837IvhCthABAKA7YUTEGIUIAAA2oBAxRiECAIANWKxqjCerAgAAxzAiAgCADZiaMUYhAgCADShEjDE1AwAAHMOICAAANmBExBiFCAAANqAQMcbUDAAAcAwjIgAA2IDniBijEAEAwAZMzRhjagYAADiGEREAAGzAiIixoI2IPPTQQxo/frx69+6tBKt30n/J6/Vq+fLl6t+/v3r16qXc3Fy9//77wUoRAADbnClEAtlCUdAKkebmZk2fPl133HFHu/v85Cc/0c9//nOtW7dOu3fv1vnnn6+8vDw1NjYGK00AAGxxZrFqZzcWq3bQj370I0nSxo0b29Xe6/Vq9erVuv/++3XzzTdLkn7zm98oJSVFW7du1a233mrYr6mpSU1NTb6P3W53YIkDAADbdJvFqocOHZLL5VJubq5vX3x8vLKzs1VSUtJmv8LCQsXHx/u2tLQ0O9IFAKBDmJox1m0Wq7pcLklSSkqK3/6UlBRfzMiyZcuUn5/v+9jtdistLU1HjkjR0cZ9wmtPmCeza5d5/OWXzePp6ebxadPM45Le3GVeI/7hD+b9MzLM45cktP05lSStW2cej7T40rn/fvM4AEnSO/vNv9e3bTPvX1trHp882Tx+XaTFb7eyMvN4TIx53OqHkaT6+lGm8fJyq/7m8REj2o59ZUA96FisaqxDIyJLly5VWFiY6Xbw4MFg5WooOjpacXFxfhsAAOgZOjQismTJEs2dO9e0zZAhQzqVSGpqqiSppqZG/fv39+2vqanRmDFjOnVMAAC6C0ZEjHWoEElOTlZycnJQEhk8eLBSU1NVXFzsKzzcbrd2797doTtvAADojihEjAVtsWpVVZXKy8tVVVWl1tZWlZeXq7y8XPVfmczLyMjQli1bJElhYWG6++679eCDD+r555/Xvn37NHv2bA0YMEBTp04NVpoAAMBBQVusunz5cj3zzDO+j8eOHStJevXVVzVx4kRJUkVFherq6nxt/ud//kcNDQ1auHChamtrNWHCBBUVFSnGajEUAADdHC+9Mxa0QmTjxo2WzxDxer1+H4eFhemBBx7QAw88EKy0AABwBFMzxrrNc0QAAMC5p9s8RwQAgFDGiIgxChEAAGxAIWKMQgQAABuwWNUYa0QAAIBjGBEBAMAGTM0YY0QEAAAbdPe37544cUKzZs1SXFycEhISNH/+fL+HkBpZv369Jk6cqLi4OIWFhanW6i2MBihEAACAZs2apXfffVfbt2/Xtm3b9Nprr2nhwoWmfU6dOqXJkyfrvvvu6/R5mZoBAMAG3Xlq5sCBAyoqKtJbb72lrKwsSdKaNWs0ZcoUrVq1SgMGDDDsd/fdd0uSduzY0elzMyICAIANumpqxu12+21NTU0B51ZSUqKEhARfESJJubm5Cg8P1+7duwM+vhkKEQAAepC0tDTFx8f7tsLCwoCP6XK51K9fP799kZGRSkxMlMvlCvj4ZpiaAQDABl31HJHq6mrFxcX59kdHR7fZZ+nSpXrkkUdMj3vgwIHOJ9UFKEQAALBBS4sUERFYf0mKi4vzK0TMLFmyRHPnzjVtM2TIEKWmpurYsWP/53wtOnHihFJTUzuTbruFbCFSVSWdd14bQYvbkfTWW6bho6dPm8YHHD5sfvzBg83jkixeXGwZnzrVPL5wskVZvnWrefzkSfN4RoZp+J2Mb5rGjx83P7wkXZflNm9w8KB5/CtzoQhNf9pqPvu8fbt5/7Fjrc+xcOox8wbl5abh9CuuN41XVpof3mqNYGysefy6CRY/C0pKzOMNDebxK64wj0uSRplGDx2yeqToZ6bRw4f7tRmz+HHe4yUnJys5OdmyXU5Ojmpra1VWVqbMzExJ0iuvvCKPx6Ps7Oyg5sgaEQAAbNCdnyMyYsQITZ48WQsWLFBpaaneeOMNLV68WLfeeqvvjpkjR44oIyNDpaWlvn4ul0vl5eWq/LJi3rdvn8rLy3XixIl2n5tCBAAAG3TnQkSSnn32WWVkZGjSpEmaMmWKJkyYoPXr1/vip0+fVkVFhU6dOuXbt27dOo0dO1YLFiyQJF199dUaO3asnn/++XafN2SnZgAA6E66+0vvEhMTtWnTpjbj6enp8nq9fvtWrFihFStWBHReRkQAAIBjGBEBAMAGLS1SeAB//ofqS+8oRAAAsAGFiDGmZgAAgGMYEQEAwAaMiBijEAEAwAYUIsaYmgEAAI5hRAQAABt09+eIOIVCBAAAG7S0SGFhgfUPRUzNAAAAxzAiAgCADRgRMUYhAgCADShEjFGIAABgAwoRY6wRAQAAjmFEBAAAG7S2BjYiwu27PcyHH0oREZ3r23z4sGn8Y4v+qadPm8bDs7Isc3h6gnnc6/2bafzvf7/e/AD19abhln37zPtbiBw40DT+u98FdHhJ0nXpx80bPP20edzlMg3/LeYbpnGLT6H+a2CpeYNt28zjt9xiGv6ba5RpPCPD/PCSdNGO35g3iI01Df+m/r9M41b/BQ8+aB6/+vWHzBskJJiG6/ssMo3/8pfmh7f4L5AkLRy237xBQYFpOG7xp6bxpKRZpvFDhxpM4yUl55vGNdH810DzwYOmcYvvQg3YscOihXRB3myLFscs4h+aRisr+7UZs/OXe6BTK0zNAAAAdLGQHREBAKA7YUTEGIUIAAA2oBAxxtQMAABwDCMiAADYINCFsdw1AwAAOq2lRfJ6O98/VAsRpmYAAIBjGBEBAMAGjIgYoxABAMAGFCLGKEQAALABhYgx1ogAAADHMCICAIANWlsDGxHxeLoul+6EQgQAABu0tEjhAcxDhGohwtQMAABwDCMiAADYgBERYxQiAADYgELEGFMzAADAMYyIAABgg9bWwEY1ArnjpjujEAEAwAYtLVJYWOf7U4j0MB98YPIf3tJi2rfW4thWcauC92BllEULyevdZdHiLdPoJ59MMu/ucpmGj1ucPdUi/s+k8abxn/70c9P48OF9Lc4g/eQ/PzZvsHGjeXzYMNPwy8e/YRo/fNj88P91e715g61bzePf/rZp+IknzLtPnWoel6Tv/n2HeYPKStNw9KL/Mo2//vox0/iePf1M41f/4Q+mcZWXm4YnfrTINO71mufncpnnJ0l6+WXT8P5d5t/LIz/7zDSesXSWRQLm3wdvvPE18+4DB5qGrX4W/NMiPsDi8yNJyeZf6pLMf15Ih0yj779/ZZuxUP3l3hknTpzQnXfeqb/85S8KDw/XtGnT9Pjjjys2NrbN9gUFBfrb3/6mqqoqJScna+rUqVq5cqXi4+Pbfd6QLUQAAOhOuvuIyKxZs/TJJ59o+/btOn36tObNm6eFCxdq06ZNhu2PHj2qo0ePatWqVbrkkkv00Ucf6fbbb9fRo0f1B6s/Ir6CQgQAABt050LkwIEDKioq0ltvvaWsrCxJ0po1azRlyhStWrVKAwYMOKvPyJEj9cc//tH38dChQ/XQQw/p29/+tlpaWhQZ2b4Sg7tmAACwQUtL4Jskud1uv62pqSng3EpKSpSQkOArQiQpNzdX4eHh2r17d7uPU1dXp7i4uHYXIRKFCAAAPUpaWpri4+N9W2FhYcDHdLlc6tfPf01UZGSkEhMT5bJYU3jG8ePHtXLlSi1cuLBD52ZqBgAAW3jk9QbyVLIv+lZXVysuLs63Nzo6us0eS5cu1SOPPGJ61AMHDgSQ0xfcbrduvPFGXXLJJVqxYkWH+lKIAABgi9Yvt0D6S3FxcX6FiJklS5Zo7ty5pm2GDBmi1NRUHTvmfxdZS0uLTpw4odRU8/skT548qcmTJ6tPnz7asmWLzjvvvHbldgaFCAAAISo5OVnJycmW7XJyclRbW6uysjJlZmZKkl555RV5PB5lZ2e32c/tdisvL0/R0dF6/vnnFRMT0+EcWSMCAIAtWrtgC44RI0Zo8uTJWrBggUpLS/XGG29o8eLFuvXWW313zBw5ckQZGRkqLS2V9EURcv3116uhoUG/+tWv5Ha75XK55HK51Nra/lwZEQEAwBZdMzUTLM8++6wWL16sSZMm+R5o9vOf/9wXP336tCoqKnTq1ClJ0t69e3131Az7Pw+IPHTokNLT09t1XgoRAACgxMTENh9eJknp6enyfuVhJhMnTvT7uLMoRAAAsIVH1i8BseofeihEAACwRfeemnEKi1UBAIBjGBEBAMAWHgU2qhGaUzNBHRE5ceKEZs2apbi4OCUkJGj+/Pmqrzd/NfrEiRMVFhbmt91+++3BTBMAABt039t3nRTUEZGOvlL4jAULFuiBBx7wfdy7d+9gpgkAgA1YI2IkaIVIZ14pfEbv3r0tHykLAAB6vqBNzQTySuFnn31WSUlJGjlypJYtW+Z7eIqRpqams16JDABA9+Ppgi30BG1EpLOvFP7Wt76lQYMGacCAAXrnnXd07733qqKiQn/6058M2xcWFupHP/rRWfubmj6V1Gh8kthY09zbLnu+UGsRb7bqb3UASdLHFvHjptE+fSLMu7/8ckBnT01IMI3/7ncWB9DzptH337/F6gDSrl2m4crTp03jwyLNv/zXrDE/fWOj+fF1a615/337TOMxFl+nf/nLR6bxjz8eZBqXpO/GVprGD7/+umn8P7ZancH86/Tw4X6m8cbyctP4HouzT2j8p0UL82nfdr39fP9+03C5RffE9983jVsPDn9oGj150nw4v3ngJaZxq5+Hhy3itdXVFi2kgQOtWlj9gWn+OWhsPGYSPWl18i7E1IyRDhciwX6l8MKFC33/vvTSS9W/f39NmjRJH3zwgYYOHXpW+2XLlik/P9/3sdvtVlpaWqfPDwAA7NPhQsSOVwp/1Zm3/lVWVhoWItHR0YqOjm738QAAcAYjIkY6XIgE+5XC/1f5l0Oz/fv372iqAAB0IxQiRoK2WLUzrxT+4IMPtHLlSpWVlenw4cN6/vnnNXv2bF199dUaNWpUsFIFAAAOCepzRDr6SuGoqCi9/PLLWr16tRoaGpSWlqZp06bp/vvvD2aaAADYgCerGglqIdLRVwqnpaVp586dwUwJAACH8PZdI7z0DgAAOIaX3gEAYAsWqxqhEAEAwBYUIkYoRAAAsAWFiBHWiAAAAMcwIgIAgC0YETFCIQIAgC28CuwWXK91kx6IqRkAAOAYRkQAALAFUzNGKEQAALAFhYgRpmYAAIBjGBEBAMAWjIgYoRABAMAWFCJGQrgQcUmqNw7FDjft2WhxZLdFvI2z+sTEWDSQJEVZxPuaRidOtOi+bZtpuMqie1aj+WfprbcsDqAKi3g7PklbtpiGKy26D0tKMo03Nr5hcQSL/6OPPzYNl1sc/YrDhy1aHDeNvv12L4v+ksacNA3/06L79S3HLFqYfw4OHrzENN5scfQTFnFr5l+H779/vvUhJqaahq1+Hlj9PKmttUpgv0X8E9Po22+b/x9cYHF086/CL34SW+ln/q0o68/SRxZxs8+B1f8Qgi2ECxEAALoTjwJ7jkggfbsvChEAAGzB1IwRChEAAGzhUWDFRGiOiHD7LgAAcAwjIgAA2IKpGSMUIgAA2ILFqkaYmgEAADpx4oRmzZqluLg4JSQkaP78+aqvN7+9+Xvf+56GDh2qXr16KTk5WTfffLMOHjzYofNSiAAAYIvWLtiCZ9asWXr33Xe1fft2bdu2Ta+99poWLlxo2iczM1MbNmzQgQMH9NJLL8nr9er6669Xa2v7c2VqBgAAW3TfNSIHDhxQUVGR3nrrLWVlZUmS1qxZoylTpmjVqlUaMGCAYb+vFirp6el68MEHNXr0aB0+fFhDhw5t17kZEQEAoAdxu91+W1NTU8DHLCkpUUJCgq8IkaTc3FyFh4dr9+7d7TpGQ0ODNmzYoMGDBystLa3d56YQAQDAFl0zNZOWlqb4+HjfVlhYGHBmLpdL/fr189sXGRmpxMREuVzmD+r/xS9+odjYWMXGxurFF1/U9u3bFRVl9ZqSf6MQAQDAFmceaNbZ7Yu7Zqqrq1VXV+fbli1b1uYZly5dqrCwMNOto4tL/69Zs2bp7bff1s6dO3XxxRfrm9/8phot3kf2VawRAQCgB4mLi1NcXFy72i5ZskRz5841bTNkyBClpqbq2DH/l1i2tLToxIkTSk01f7HjmZGZ4cOH64orrlDfvn21ZcsWzZw5s105UogAAGAL+58jkpycrOTkZMt2OTk5qq2tVVlZmTIzMyVJr7zyijwej7Kzs9t9Pq/XK6/X26F1K0zNAABgi+57++6IESM0efJkLViwQKWlpXrjjTe0ePFi3Xrrrb47Zo4cOaKMjAyVlpZKkj788EMVFhaqrKxMVVVVevPNNzV9+nT16tVLU6ZMafe5KUQAALBF9y1EJOnZZ59VRkaGJk2apClTpmjChAlav369L3769GlVVFTo1KlTkqSYmBi9/vrrmjJlioYNG6YZM2aoT58+evPNN89a+GqGqRkAAKDExERt2rSpzXh6erq8Xq/v4wEDBuiFF14I+LwUIgAA2KL7PtDMSSFciNRKOm0cijS/7GaLI58KMB4ba9FAkhRjEU8xjV5xhXnvE3/ZZxo/bHH2Zotbs6zXKZl/ltPSIqwOoMZdu0zjH1oewOr2skMWcYtV6xa3xJVbHP2KbdusWljEP7eIS4ox/zqz+l5QQoJFg0rT6K5d15vG4847zzTe+3Qb3+NfcqdebBqXnrOIN1jEJU2YYBru/dRTpnGrH8LV1VYJWN162cs0unv3d03jt1gc3eq7yPxNJV+4yOrHneVZai3iZt8L7fg/7jIUIkZYIwIAABwTwiMiAAB0J/bfvtsTUIgAAGCLM09WDaR/6GFqBgAAOIYREQAAbMFiVSMUIgAA2IJCxAhTMwAAwDGMiAAAYAtGRIxQiAAAYAsKESMUIgAA2ILniBhhjQgAAHAMIyIAANiCB5oZoRABAMAWrBExwtQMAABwDCMiAADYghERIxQiAADYgrtmjDA1AwAAHMOICAAAtmBqxkgIFyLNks4zDkWaX7bV4FezRbzFIm5x+i9FWMRjTKOpqea96y2O7raIn7KIWzO/vqQk6yPUVlvErQ5Qb/VZCLOIm/8fqNY8g+MWR9fBgxYNJlkdwdp5bXyPfCnKovupFqsW5ld58qTFV1rqBabh3i6Xafzjj80PL1k16Gt1AGng103DFl8llj+EGxqsEqi1OoJp1OJTaPk1YDWsbvXzUJJirD5Jlr+ArX4qm8Wt+nYlChEjTM0AAADHhPCICAAA3QkjIkYoRAAAsAVPVjVCIQIAgC24fdcIa0QAAIBjGBEBAMAWrBExQiECAIAtKESMMDUDAAAcw4gIAAC2YETECIUIAAC2oBAxwtQMAABwDCMiAADYggeaGaEQAQDAFjzQzAhTMwAAwDEUIgAA2KK1C7bgOXHihGbNmqW4uDglJCRo/vz5qq+vb1dfr9erG264QWFhYdq6dWuHzmtLIbJ27Vqlp6crJiZG2dnZKi0tNW3/+9//XhkZGYqJidGll16qF154wY40AQAIou5diMyaNUvvvvuutm/frm3btum1117TwoUL29V39erVCgsL69R5g16IbN68Wfn5+SooKNDevXs1evRo5eXl6dixY4bt33zzTc2cOVPz58/X22+/ralTp2rq1Knav39/sFMFACCIum8hcuDAARUVFenpp59Wdna2JkyYoDVr1ui5557T0aNHTfuWl5fr0Ucf1a9//etOnTvohchjjz2mBQsWaN68ebrkkku0bt069e7du82EH3/8cU2ePFn33HOPRowYoZUrV+qyyy7TE088EexUAQDo9txut9/W1NQU8DFLSkqUkJCgrKws377c3FyFh4dr9+7dbfY7deqUvvWtb2nt2rVKTU3t1LmDetdMc3OzysrKtGzZMt++8PBw5ebmqqSkxLBPSUmJ8vPz/fbl5eW1OefU1NTk959QV1f35b9OtZmX2+02zdtqRqzRIn7SIh5+0vz8X2iwiP/LPPov83NY5Wj1ZW11BS0tVi3Mz9Daav05sroGq/8nd6NVC6tvj2jz458+bRq3zM+iv/XXiPXcrrulJaAzWH0vteMqzaMe87sErPKLrLfKr9kibv59JknuBvMs2v5J9AXL78Umq2uw+joJ7PiBfp9Z/R9J7fk6svosBvK98sWxvV6vxTG6QrMCu/Pli+/XtLQ0v70FBQVasWJFAMeVXC6X+vXr57cvMjJSiYmJcrlcbfb7wQ9+oPHjx+vmm2/u/Mm9QXTkyBGvJO+bb77pt/+ee+7xjhs3zrDPeeed5920aZPfvrVr13r79etn2L6goMAriY2NjY2NrdNbdXV11/ziM/Cvf/3Lm5qa2iV5pqamemtqarx1dXW+rbGxsc1z33vvvZbHPHDggPehhx7yXnzxxWf1T05O9v7iF78wPPaf//xn77Bhw7wnT5707ZPk3bJlS4c+Pz3+OSLLli3zG0Gpra3VoEGDVFVVpfj4eAczs5/b7VZaWpqqq6sVFxfndDq2O5evn2vn2rn2zvF6vTp58qQGDBjQhdn5i4mJ0aFDh9TcbDUCZy0qKkoxMTHtbr9kyRLNnTvXtM2QIUOUmpp61trNlpYWnThxos0pl1deeUUffPCBEhIS/PZPmzZNV111lXbs2NGuHINaiCQlJSkiIkI1NTV++2tqatq8sNTU1A61j46OVnT02UPk8fHx59w35hlxcXHn7LVL5/b1c+1c+7mmK67djj9aY2JiOlRAdJXk5GQlJydbtsvJyVFtba3KysqUmZkp6YtCw+PxKDs727DP0qVLddttt/ntu/TSS/Wzn/1MN910U7tzDOpi1aioKGVmZqq4uNi3z+PxqLi4WDk5OYZ9cnJy/NpL0vbt29tsDwAAAjNixAhNnjxZCxYsUGlpqd544w0tXrxYt956q2+06MiRI8rIyPA9giM1NVUjR4702yTpoosu0uDBg9t97qDfNZOfn6+nnnpKzzzzjA4cOKA77rhDDQ0NmjdvniRp9uzZfotZ77rrLhUVFenRRx/VwYMHtWLFCu3Zs0eLFy8OdqoAAJyznn32WWVkZGjSpEmaMmWKJkyYoPXr1/vip0+fVkVFhU6dslo83DFBXyMyY8YMffrpp1q+fLlcLpfGjBmjoqIipaSkSJKqqqoUHv7vemj8+PHatGmT7r//ft13330aPny4tm7d6qu0rERHR6ugoMBwuibUncvXLp3b18+1c+3nmnP52oMlMTFRmzZtajOenp5ueXeRVdxImLczvQAAALoA75oBAACOoRABAACOoRABAACOoRABAACOoRABAACOCblCZO3atUpPT1dMTIyys7N9D14Jda+99ppuuukmDRgwQGFhYW2+JDDUFBYW6vLLL1efPn3Ur18/TZ06VRUVFU6nZYsnn3xSo0aN8j1ZMicnRy+++KLTaTni4YcfVlhYmO6++26nU7HFihUrFBYW5rdlZGQ4nZZtjhw5om9/+9u64IIL1KtXL1166aXas2eP02mhk0KqENm8ebPy8/NVUFCgvXv3avTo0crLyzvr+fmhqKGhQaNHj9batWudTsVWO3fu1KJFi7Rr1y5t375dp0+f1vXXX68GizeihoKBAwfq4YcfVllZmfbs2aPrrrtON998s959912nU7PVW2+9pV/+8pcaNWqU06nY6utf/7o++eQT3/b3v//d6ZRs8fnnn+vKK6/UeeedpxdffFHvvfeeHn30UfXt29fp1NBZHXpFXjc3btw476JFi3wft7a2egcMGOAtLCx0MCv7qRNvPwwVx44d80ry7ty50+lUHNG3b1/v008/7XQatjl58qR3+PDh3u3bt3uvueYa71133eV0SrYoKCjwjh492uk0HHHvvfd6J0yY4HQa6EIhMyLS3NyssrIy5ebm+vaFh4crNzdXJSUlDmYGO9XV1Un64gmB55LW1lY999xzamhoOKfey7Ro0SLdeOONft/354r3339fAwYM0JAhQzRr1ixVVVU5nZItnn/+eWVlZWn69Onq16+fxo4dq6eeesrptBCAkClEjh8/rtbWVt+j489ISUmRy+VyKCvYyePx6O6779aVV17Z7lcC9HT79u1TbGysoqOjdfvtt2vLli265JJLnE7LFs8995z27t2rwsJCp1OxXXZ2tjZu3KiioiI9+eSTOnTokK666iqdPHnS6dSC7sMPP9STTz6p4cOH66WXXtIdd9yh//7v/9YzzzzjdGropKC/awawy6JFi7R///5zZq5ckr72ta+pvLxcdXV1+sMf/qA5c+Zo586dIV+MVFdX66677tL27dsdebW602644Qbfv0eNGqXs7GwNGjRI//u//6v58+c7mFnweTweZWVl6cc//rEkaezYsdq/f7/WrVunOXPmOJwdOiNkRkSSkpIUERGhmpoav/01NTVKTU11KCvYZfHixdq2bZteffVVDRw40Ol0bBMVFaVhw4YpMzNThYWFGj16tB5//HGn0wq6srIyHTt2TJdddpkiIyMVGRmpnTt36uc//7kiIyPV2trqdIq2SkhI0MUXX6zKykqnUwm6/v37n1Vojxgx4pyZmgpFIVOIREVFKTMzU8XFxb59Ho9HxcXF59Sc+bnG6/Vq8eLF2rJli1555RUNHjzY6ZQc5fF41NTU5HQaQTdp0iTt27dP5eXlvi0rK0uzZs1SeXm5IiIinE7RVvX19frggw/Uv39/p1MJuiuvvPKsW/T/+c9/atCgQQ5lhECF1NRMfn6+5syZo6ysLI0bN06rV69WQ0OD5s2b53RqQVdfX+/319ChQ4dUXl6uxMREXXTRRQ5mFlyLFi3Spk2b9Oc//1l9+vTxrQeKj49Xr169HM4uuJYtW6YbbrhBF110kU6ePKlNmzZpx44deumll5xOLej69Olz1jqg888/XxdccME5sT7ohz/8oW666SYNGjRIR48eVUFBgSIiIjRz5kynUwu6H/zgBxo/frx+/OMf65vf/KZKS0u1fv16rV+/3unU0FlO37bT1dasWeO96KKLvFFRUd5x48Z5d+3a5XRKtnj11Ve9ks7a5syZ43RqQWV0zZK8GzZscDq1oPvud7/rHTRokDcqKsqbnJzsnTRpkvdvf/ub02k55ly6fXfGjBne/v37e6OiorwXXnihd8aMGd7Kykqn07LNX/7yF+/IkSO90dHR3oyMDO/69eudTgkBCPN6vV6HaiAAAHCOC5k1IgAAoOehEAEAAI6hEAEAAI6hEAEAAI6hEAEAAI6hEAEAAI6hEAEAAI6hEAEAAI6hEAEAAI6hEAEAAI6hEAEAAI75/1cnGx8kkgPyAAAAAElFTkSuQmCC\n", + "image/png": 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\n", 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" ] @@ -85,12 +88,12 @@ "name": "stderr", "output_type": "stream", "text": [ - "Operator `Kernel` ran in 0.14 s\n" + "Operator `Kernel` ran in 0.11 s\n" ] }, { "data": { - "image/png": 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mMjISH330UVsOo008+bZtIiIi1ai9zoqPjw+io6ORn59vj1mtVuTn58veYWsymRzaA9euQb3e3sfHB/feey+Ki4sd2nz55ZcICwtr4whbjzMrREREKrheyLA9/dsqPT0d06ZNQ0xMDGJjY7FixQrU1tZixowZAICpU6eiX79+9ute5s6dizFjxmD58uUYP348Nm3ahMOHDzuskzZ//nxMnDgR999/Px544AHk5uZi+/bt2LNnTzuOrmVMVoiIiLqoiRMn4sKFC1iyZAnMZjOioqKQm5trv4i2pKTEYQ20UaNGIScnB4sXL8aiRYswePBgbNu2zb7GCgD8+Mc/RnZ2NjIzM/Gb3/wGd911F/7+979j9OjRTjsOVasuq4HrrBARUWupuc7KpwB6tmM/lwGMgGdWXebMChERkQpcsYJtV8FkhYiISAVMVpTz5GMnIiKiToAzK0RERCrQQNkdPTf291RMVoiIiFRw45L5Svt7Kp4GIiIiIrfGmRUiIiIV8AJb5ZisEBERqYDJinKefOxERETUCXBmhYiISAWcWVGOyQoREZEKXFHIsKvw5ESNiIiIOgHOrBAREamAp4GUY7JCRESkAiYryjFZISIiUgGTFeU8+diJiIioE+DMChERkQo4s6IckxUiIiIVMFlRzpOPnYiIiDoBzqwQERGpgDMryjFZISIiUgGTFeU8+diJiIioE+DMChERkQo4s6IckxUiIiIVaABoNMrLEWpsto4bTCfjyYkaERERdQKcWSEiIlKDtzfQjpkV2GxAU1PHjacTYbJCRESkBiYrijFZISIiUkNHJCseitesEBERkVvjzAoREZEaOLOiGGdWiIiI1ODldS1hUbp5eSl62qysLISHh0On0yEuLg4HDx5ssf2WLVsQEREBnU6HYcOGYefOnbJtn3zySWg0GqxYsULR2FqLyQoREVEXtXnzZqSnpyMjIwNHjhzBiBEjkJiYiIqKCmH7ffv2YfLkyUhNTcUnn3yC5ORkJCcn4+jRo5K2W7duxf79+xESEuLsw2CyQkREpIr2zKpc39rotddew8yZMzFjxgwMGTIE2dnZ6N69O/72t78J27/xxhtISkrC/PnzERkZiRdffBH33HMP3nzzTYd2ZWVlmDNnDjZu3Ihu3bopejnagskKERGRGjooWbFYLA5bfX298OkaGhpQWFiIhIQEe0yr1SIhIQEFBQXCPgUFBQ7tASAxMdGhvdVqxc9//nPMnz8fP/jBD9r7qrQKkxUiIqJOJDQ0FAaDwb5lZmYK2128eBHNzc0IDg52iAcHB8NsNgv7mM3mW7Z/9dVX4e3tjd/85jftPJLW491AREREavD2BrTtmCOwWgEApaWl0Ov19rCvr297R9ZqhYWFeOONN3DkyJF21TlqK86sEBERqaGD7gbS6/UOm1yyEhgYCC8vL5SXlzvEy8vLYTQahX2MRmOL7f/zn/+goqICAwYMgLe3N7y9vXH27FnMmzcP4eHh7XyB5DFZISIi6oJ8fHwQHR2N/Px8e8xqtSI/Px8mk0nYx2QyObQHgLy8PHv7n//85/jss89QVFRk30JCQjB//ny8//77TjsWngYiIiJSQzvWSgGgaEG59PR0TJs2DTExMYiNjcWKFStQW1uLGTNmAACmTp2Kfv362a97mTt3LsaMGYPly5dj/Pjx2LRpEw4fPozVq1cDAHr37o3evXs7PEe3bt1gNBpx1113KT+2W2CyQkREpAYXJCsTJ07EhQsXsGTJEpjNZkRFRSE3N9d+EW1JSQm0N1xHM2rUKOTk5GDx4sVYtGgRBg8ejG3btmHo0KHKx90BNDZb11q/12KxwGAw4NKlaocLkIiIiG5msVjQq5cB1dXO+5tx/e9S9fDh0LcjWbE0N8Pw2WdOHau74jUrRERE5NZ4GoiIiEgNLjgN1FUwWSEiIlLD9VuXqc14GoiIiIjcGlM8IiIiNSgsRkhMVoiIiNTBZEUxngYiIiIit8YUj4iISA2cWVGMrxoREZEa2ns3UNdaw7VNeBqIiIiI3BpnVoiIiNTQ3tNAHjyzwmSFiIhIDUxWFGOyQkREpAYmK4rxmhUiIiJya5xZISIiUgNnVhRjskJERKSG9t66bLV23Fg6GZ4GIiIiIrfGmRUiIiI1tPc0kAfPrDBZISIiUgOTFcV4GoiIiIjcmtOSlZdffhmjRo1C9+7d4e/v36o+06dPh0ajcdiSkpKcNUQiIiL1XJ9Zac/moZx25A0NDZgwYQJMJhPWrFnT6n5JSUlYu3at/WdfX19Fz795M+Dn9/3PVVXidlevSmPNzeK2CxYoGgoREXWAujpx/MQJaezcOXHbm/8WiP4GOA1PAynmtGTlhRdeAACsW7euTf18fX1hNBqdMCIiIiLqjNxuTmnPnj3o06cPevXqhXHjxuGll15C7969ZdvX19ejvr7e/rPFYlFjmERERG3T3nVW5Kb9PYBbXWCblJSEDRs2ID8/H6+++ir27t2Lhx9+GM0tvEGZmZkwGAz2LTQ0VMURExERtRKvWVGsTcnKggULJBfA3rydEJ08bKVJkybhRz/6EYYNG4bk5GTs2LEDhw4dwp49e2T7LFy4ENXV1fattLRU8fMTERE5DZMVxdp05PPmzcP06dNbbDNo0KD2jEeyr8DAQJw6dQrx8fHCNr6+voovwiUiIiL316ZkJSgoCEFBQc4ai8S5c+fw7bffom/fvqo9JxERkVO0d3aE16x0vJKSEhQVFaGkpATNzc0oKipCUVERampq7G0iIiKwdetWAEBNTQ3mz5+P/fv348yZM8jPz8djjz2GO+64A4mJic4aJhERkTquX2CrdPPycvURuIzTToAtWbIE69evt/989913AwB2796NsWPHAgCKi4tRXV0NAPDy8sJnn32G9evXo6qqCiEhIXjooYfw4osv8jQPERGRB3NasrJu3bpbrrFis9ns/+/n54f333/fWcMhIiJyrfaeBvLgC2zd6tZlIiKiLstFdwNlZWUhPDwcOp0OcXFxOHjwYIvtt2zZgoiICOh0OgwbNgw7d+60P9bY2Ihnn30Ww4YNw2233YaQkBBMnToV58+fVzS21mKyQkRE1EVt3rwZ6enpyMjIwJEjRzBixAgkJiaioqJC2H7fvn2YPHkyUlNT8cknnyA5ORnJyck4evQoAODKlSs4cuQInnvuORw5cgTvvvsuiouL8aMf/cipx6Gx3XgupguwWCwwGAzIzq6Gn5/eHmdtICKizs05tYEsePJJA6qrq6HX64V92uv636Xql1+GXqdTvp+6Ohh+9zuUlpY6jLWlJTzi4uJw77334s033wQAWK1WhIaGYs6cOVgg+KM2ceJE1NbWYseOHfbYyJEjERUVhezsbOFzHDp0CLGxsTh79iwGDBig+Pha0mVPgFVXAzeswi9brKpnT2lM7ndp2zZpTK6M0ciRLQ6PiIgAaE99KX6gf39J6OLF7sKmon+Myv0D9ea4XALkFB10zcrNK7VnZGTg+eeflzRvaGhAYWEhFi5caI9ptVokJCSgoKBA+BQFBQVIT093iCUmJmKb6A/gd6qrq6HRaODv79+641CgyyYrREREbqW9tYG+u3VZNLMicvHiRTQ3NyM4ONghHhwcLLvavNlsFrY3m83C9nV1dXj22WcxefJkp81MAUxWiIiIOhW9Xu/UxKC1Ghsb8ZOf/AQ2mw1vvfWWU5+LyQoREZEaVL51OTAwEF5eXigvL3eIl5eXwyhzDYPRaGxV++uJytmzZ7Fr1y6nJ0+8G4iIiEgNKt+67OPjg+joaOTn59tjVqsV+fn5MJlMwj4mk8mhPQDk5eU5tL+eqJw8eRIffPABevfu3aZxKcGZFSIioi4qPT0d06ZNQ0xMDGJjY7FixQrU1tZixowZAICpU6eiX79+yMzMBADMnTsXY8aMwfLlyzF+/Hhs2rQJhw8fxurVqwFcS1SeeOIJHDlyBDt27EBzc7P9epaAgAD4+Pg45TiYrBAREanBBSvYTpw4ERcuXMCSJUtgNpsRFRWF3Nxc+0W0JSUl0Gq/P8kyatQo5OTkYPHixVi0aBEGDx6Mbdu2YejQoQCAsrIyvPfeewCAqKgoh+e6sZxOR2OyQkREpIYOuhuordLS0pCWliZ8bM+ePZLYhAkTMGHCBGH78PBwuGJ5Nl6zQkRERG6NMytERERqYCFDxTz3yImIiNTEZEUxngYiIiIit+a5aRoREZGaOLOimOceORERkZqYrCjWZY+8rAy4sbZTW95jucX4RKsTy1VdbmqSxny8rZKYlWfiiKiLka2kLCLzJVp+WVph+dQp8S6OHpXGLl4Ut725ynJ9fUuD62AuunW5K+BfSiIiInJrXXZmhYiIyK3wNJBinnvkREREamKyohhPAxEREZFb89w0jYiISE2cWVHMc4+ciIhITbwbSDGeBiIiIiK3xpkVIiIiNfA0kGKee+RERERqYrKiGE8DERERkVvz3DSNiIhITZxZUcxzj5yIiEhNTFYU67JHXl4O+Ph8/7O/v7idwSCN+fmJ2/bv37oYAGhrLNJgTY20nczArDppES8iIlcSFigUVW0VxQBh0cIr3nph0zNnpLETJ8S7FbWVK2R4s4aG1rXrELx1WTFes0JERERurcvOrBAREbkVngZSzHOPnIiISE1MVhTjaSAiIiJya56bphEREamJMyuKee6RExERqYl3AynG00BERETk1jizQkREpAaeBlLMc4+ciIhITUxWFONpICIiInJrTFaIiIjUcH1mpT2bAllZWQgPD4dOp0NcXBwOHjzYYvstW7YgIiICOp0Ow4YNw86dOx0et9lsWLJkCfr27Qs/Pz8kJCTg5MmTisbWWkxWiIiI1OCCZGXz5s1IT09HRkYGjhw5ghEjRiAxMREVFRXC9vv27cPkyZORmpqKTz75BMnJyUhOTsbRo0ftbf7whz9g5cqVyM7OxoEDB3DbbbchMTERdXV1il+aW9HYbDab0/buAhaLBQaDAQkJ1fC+oUDW4MHi9jEx0lhUlLjt8KFWafCGN9BBVZU0ptNJY4GB4v6CConll3wEDYHaWmksPFy8WyKiGwmLEwqKrgJofXVAucqxou81rxBh0z17pLFPPxXvti2FDG+++7epyYIPPjCguroaer24qGJ7Xf+7dOlS+57DYrGgV6+2jTUuLg733nsv3nzzTQCA1WpFaGgo5syZgwULFkjaT5w4EbW1tdixY4c9NnLkSERFRSE7Oxs2mw0hISGYN28ennnmGQBAdXU1goODsW7dOkyaNEnx8bWEMytERESdiMVicdjq6+uF7RoaGlBYWIiEhAR7TKvVIiEhAQUFBcI+BQUFDu0BIDEx0d7+9OnTMJvNDm0MBgPi4uJk99kRmKwQERGpoKmp/RsAhIaGwmAw2LfMzEzh8128eBHNzc0IDg52iAcHB8NsNgv7mM3mFttf/29b9tkRPPc+KCIiIhXdmHAo7Q8ApaWlDqeBfH192zky98eZFSIiok5Er9c7bHLJSmBgILy8vFBeXu4QLy8vh9FoFPYxGo0ttr/+37bssyMwWSEiIlJBR50Gai0fHx9ER0cjPz/fHrNarcjPz4fJZBL2MZlMDu0BIC8vz95+4MCBMBqNDm0sFgsOHDggu8+OwNNAREREKuio00BtkZ6ejmnTpiEmJgaxsbFYsWIFamtrMWPGDADA1KlT0a9fP/t1L3PnzsWYMWOwfPlyjB8/Hps2bcLhw4exevVqAIBGo8FTTz2Fl156CYMHD8bAgQPx3HPPISQkBMnJycoP7haYrBAREXVREydOxIULF7BkyRKYzWZERUUhNzfXfoFsSUkJtNrvT7KMGjUKOTk5WLx4MRYtWoTBgwdj27ZtGDp0qL3Nb3/7W9TW1mLWrFmoqqrC6NGjkZubC51oeY4OwmSFiIhIBc3N7ZtZaW5W1i8tLQ1paWnCx/YIFrSZMGECJkyYILs/jUaDpUuXYunSpcoGpACTFSIiIhW44jRQV8ELbImIiMitcWaFiIhIBZxZUY7JChERkQqYrCjnMcmK3EXKojqCEREyOykqksaOHxe3FRUy7Nmz9U8mKPglU/5B+FQnTojbip5Oe+ILYVtrxBDxTojILZw7J4736CGNBfRoaP2Ov/lGHP/229b1b2wUxwXfa9XVrX8queMVFTKU+8Peu7c4rgZXXWDbFfCaFSIiInJrHjOzQkRE5Eo8DaQckxUiIiIVMFlRjqeBiIiIyK1xZoWIiEgFnFlRjskKERGRCpisKMfTQEREROTWOLNCRESkAq6zohyTFSIiIhXwNJByPA1EREREbo0zK0RERCrgzIpyTptZefnllzFq1Ch0794d/v7+repjs9mwZMkS9O3bF35+fkhISMDJkyedNUQiIiLVXE9W2rN5KqfNrDQ0NGDChAkwmUxYs2ZNq/r84Q9/wMqVK7F+/XoMHDgQzz33HBITE/HFF19AJ1eJsJWMRnFcVNjP58Rn4sYffSSNHT0qbltTI42Fh7d6YA3wkcRExboAcXEvUSEzAPAWvON3yjTWbntXGhRVTRQdFwDr2HHiQRARgLZ9pi9ebP1+RZ/zoUOl3ykAMEhUzVWuEqro8y8a2OXL4v6hodKYLqTVT3Xhgni3ly5JY3IXo7KQYefktGTlhRdeAACsW7euVe1tNhtWrFiBxYsX47HHHgMAbNiwAcHBwdi2bRsmTZok7FdfX4/6G8oRWyyW9g2ciIiI3IrbXGB7+vRpmM1mJCQk2GMGgwFxcXEoKCiQ7ZeZmQmDwWDfQkWZOxERkYvxNJBybpOsmM1mAEBwcLBDPDg42P6YyMKFC1FdXW3fSktLnTpOIiIiJZisKNemZGXBggXQaDQtbifkznU6ia+vL/R6vcNGREREXUebrlmZN28epk+f3mKbQYMGKRqI8bsLTcvLy9G3b197vLy8HFFRUYr2SURE5C5467JybUpWgoKCEBQU5JSBDBw4EEajEfn5+fbkxGKx4MCBA/j1r3/tlOckIiJSC5MV5Zx2zUpJSQmKiopQUlKC5uZmFBUVoaioCDU33NIbERGBrVu3AgA0Gg2eeuopvPTSS3jvvffw+eefY+rUqQgJCUFycrKzhklERERuzmm3Li9ZsgTr16+3/3z33XcDAHbv3o2xY8cCAIqLi1FdXW1v89vf/ha1tbWYNWsWqqqqMHr0aOTm5rZ7jRUiIiJX4zoryjktWVm3bt0t11ix2WwOP2s0GixduhRLly511rCIiIhcgqeBlHObW5eJiIiIRFjIkIiISAWcWVGOyQoREZEKmKwox9NAREREKrh+ga3SzdkX2FZWVmLKlCnQ6/Xw9/dHamqqwx28InV1dZg9ezZ69+6NHj16ICUlBeXl5fbHP/30U0yePBmhoaHw8/NDZGQk3njjjTaPrcvOrDQ3AxrN9z/LVSEeFG6VBt/6j7hxbq40dvx46wdVVyeNjRwpbCqqIlpUJN6tqPCzv3+rR4U7x8o0FlVTPXy4dTEAWtHAvrsTTEJU/lrmnxFWXXfxPoicRFtVKX5AVDZZVC4YAAR3NQ6SWfCypkb6O37qlLSdKAaIqy7L/avcmBQgiXWXuwNTVA5aVA5F7jUQVGg3xAwXNhUN4YaatQ6+/VYcF7n5D74n32FzsylTpuCbb75BXl4eGhsbMWPGDMyaNQs5OTmyfZ5++mn885//xJYtW2AwGJCWlobHH38cH3/8MQCgsLAQffr0wdtvv43Q0FDs27cPs2bNgpeXF9LS0lo9ti6brBAREbkTdz4NdPz4ceTm5uLQoUOIiYkBAKxatQqPPPIIli1bhpCQEEmf6upqrFmzBjk5ORg3bhwAYO3atYiMjMT+/fsxcuRI/OIXv3DoM2jQIBQUFODdd99tU7LC00BEREQq6KhChhaLxWGrl5tyaoOCggL4+/vbExUASEhIgFarxYEDB4R9CgsL0djYiISEBHssIiICAwYMQEFBgexzVVdXIyBAOqPXEiYrREREnUhoaCgMBoN9y8zMbPc+zWYz+vTp4xDz9vZGQEAAzKJTfd/18fHxgf9N1x0EBwfL9tm3bx82b96MWbNmtWl8PA1ERESkgo46DVRaWgq9Xm+P+/r6yvZZsGABXn311Rb3e7wt1162w9GjR/HYY48hIyMDDz30UJv6MlkhIiJSQUclK3q93iFZacm8efMwffr0FtsMGjQIRqMRFRUVNz1fEyorK2E0GoX9jEYjGhoaUFVV5TC7Ul5eLunzxRdfID4+HrNmzcLixYtbNfYbMVkhIiLqooKCghAUFHTLdiaTCVVVVSgsLER0dDQAYNeuXbBarYiLixP2iY6ORrdu3ZCfn4+UlBQA12r+lZSUwGQy2dsdO3YM48aNw7Rp0/Dyyy8rOg4mK0RERCpw50KGkZGRSEpKwsyZM5GdnY3GxkakpaVh0qRJ9juBysrKEB8fjw0bNiA2NhYGgwGpqalIT09HQEAA9Ho95syZA5PJhJHfLctx9OhRjBs3DomJiUhPT7dfy+Ll5dWqJOo6JitEREQqaGoCvLza19+ZNm7ciLS0NMTHx0Or1SIlJQUrV660P97Y2Iji4mJcuXLFHnv99dftbevr65GYmIg//elP9sffeecdXLhwAW+//TbefvttezwsLAxnROsUyWCyQkRERAgICGhxAbjw8HDYbDaHmE6nQ1ZWFrKysoR9nn/+eTz//PPtHhuTFSIiIhW4+8yKO2OyQkREpAImK8oxWSEiIlKBO19g6+66bLLi5eWYwcrcJg6cOCGNFRaK237wgSRU2dgobCoqtacbOFAalEmzi4ulsY8+Eg9LVOAwMFDctndvaezRR8X362tFxchEr5dc0TJRXK7CoqjSpMybpr1YIQ3KrJYo1L+/JPR1lXjpZ0HdNXIT2g/+LX5AUBTzy7oBkpjc50lk5Ejx78eQHq0s9gmIPw+iiqUAIh4cL4mJPudyhQxFNVPl/kgOHSqN3SmqhAiIi5t+/rk0JneXxx13SELBDzYIm+p0PpKYXAHgy5elsW7dxG1v/sq96RIMclNdNlkhIiJyJ01NgLYdRW54GoiIiIicismKcixkSERERG6NMytEREQq4MyKckxWiIiIVMBkRTmeBiIiIiK3xpkVIiIiFXCdFeWYrBAREamgqQnQaNrX31PxNBARERG5Nc6sEBERqYAzK8oxWSEiIlIBkxXlmKwQERGpgMmKcl02WamtBW6sxSVXlwvnzkljBQXCpiWCooVVMrsV1REMuXpVGuzbV9j/8B5pTFBHEQBw6dJZSezkSWmxPgCIiZEWTtTCKt6xqDhgaak0JqqaJkemMmCl/yBJ7JxMkbbgYGmZyOAeMhXOzpyRxgSf+EFR/sLuBw61/rKuYcOkse5nvhA3FhWEExR5+7ImRNhddFhyxSvvGSooFLd/v7ix6L0cOVLYdOdH0gKYouKAcp+9J56QxoaX/lPceONGaUyugOZ4aRHAHj+eLYkdPSruLvpKkPsjMWR6uDQoV21P9JqLngyAj+B7wd//HklMVMAPEBdClam5Knx77wzUiRuLXvOvvpLG5AqLij7/Mq+Bv+A7QU5dXa0gJi4SW1vreGyenAB0Jl02WSEiInInzc3tm1nhrctERETkVO2dxfHkWSDeukxERERujTMrREREKuDMinJMVoiIiFTAZEU5ngYiIiIit8aZFSIiIhW0924e3g1ERERETtXUBNhsyvt7crLC00BERETk1jizQkREpALOrCjHZIWIiEgFTFaUY7JCRESkAiYrynXZZKW2FvC6oY6VTqYuF06dkcZOnBA2FZXmqpLZreiFDREViTMahf1FRdYuXTot82wnBTFxccKqqoHSoFwhQlGBsbIyaUymOKGoQlr5XfcLm76xrPXDSkiQxh6JknmDTwmqIYoqusn8gvTqNUQSk/n1gJ+fNDY80F/cWFToTVCdMDBCXMjwk09at0sACA/3kcQC5IoAfv65NCZTAc/YV1owUDQuUZ07QFzgcPgTgt9PADh+XBJqKiqS2a90x8ZfSwsZyr1eonqDcutbjB4tfW2HyBUyFL04ctUUBZ+p/mOlhQxrpfX7AACnT0vfs6ambsK2wjqC4T3EOxb83tSIqinKVFjsIXrPBO8tIC5kKL/OiKBYp4yaGsfPuicnAJ0JL7AlIiJSQXPztYRL6ebsxKqyshJTpkyBXq+Hv78/UlNTUSOXfH+nrq4Os2fPRu/evdGjRw+kpKSgvLxc2Pbbb79F//79odFoUCX3DyYZTFaIiIhU0J5E5frmTFOmTMGxY8eQl5eHHTt24MMPP8SsWbNa7PP0009j+/bt2LJlC/bu3Yvz58/j8ccfF7ZNTU3F8OHDFY2NyQoREZGHO378OHJzc/HXv/4VcXFxGD16NFatWoVNmzbh/Pnzwj7V1dVYs2YNXnvtNYwbNw7R0dFYu3Yt9u3bh/03nU996623UFVVhWeeeUbR+JisEBERqaCjZlYsFovDVl9f3+6xFRQUwN/fHzExMfZYQkICtFotDhw4IOxTWFiIxsZGJNxwIWFERAQGDBiAgoICe+yLL77A0qVLsWHDBmi1ytIOJitEREQq6KhkJTQ0FAaDwb5lZma2e2xmsxl9+vRxiHl7eyMgIABmmavRzWYzfHx84O/v7xAPDg6296mvr8fkyZPxxz/+EQMGDFA8vi57NxAREVFXVFpaCr1eb//Z19dXtu2CBQvw6quvtri/4zJ3ZHWEhQsXIjIyEj/72c/atR8mK0RERCpobgas4lUlWuX6Gi16vd4hWWnJvHnzMH369BbbDBo0CEajERUVFQ7xpqYmVFZWwiizxIbRaERDQwOqqqocZlfKy8vtfXbt2oXPP/8c77zzznfHcO0gAgMD8bvf/Q4vvPBCq46DyQoREZEKmpoAjUZ5fyULygUFBSEoKOiW7UwmE6qqqlBYWIjo6GgA1xINq9WKuLg4YZ/o6Gh069YN+fn5SElJAQAUFxejpKQEJpMJAPD3v/8dV69etfc5dOgQfvGLX+A///kPbr/99lYfB5MVIiIiDxcZGYmkpCTMnDkT2dnZaGxsRFpaGiZNmoSQkGuLU5aVlSE+Ph4bNmxAbGwsDAYDUlNTkZ6ejoCAAOj1esyZMwcmkwkjv1sU9OaE5OLFi/bnu/lal5YwWSEiIlKBK2ZW2mLjxo1IS0tDfHw8tFotUlJSsHLlSvvjjY2NKC4uxpUrV+yx119/3d62vr4eiYmJ+NOf/tThY2OyQkREpAJ3T1YCAgKQk5Mj+3h4eLj9mpPrdDodsrKykJWV1arnGDt2rGQfrcFkhYiISAXunqy4sy6brFRXAzeuPXOL8gYOZOrn4YogJtdWeMF3z57SdkZxoTpxsTzxKoLAt4JYX5m2AnIV3b47t3hLMleKiyoOvvGGuOkyQSFDOaLTnI9EyTQWFTIU1aQYNkzY/ZLgjkC5u/xES2EPlysIJyhaKBJwwwJNNyovlxbQEx0qIH57HpJ7wr17pbFjx4RN78n+L0FUeofCyZOXhP23besliT3zjLRwJAB0FxSalPtI+5+UFvbUVlVK+9cECPuXlkrHe+GCdKwAILrJYojMmug1gvdcbvV0f0HBvx6PStvJl1eRVicsLe0jaAecOXObNJggUxhU8J0gGoJcWcEeoi82UXFUAD0ipDH55eZFFR3FhXSqqhzfy/bcnUPq6bLJChERkXuxwmZrT3bkuZkVkxUiIiJVNENuxqf1/T0Tl9snIiIit8aZFSIiIlVwZkUpJitERESqYLKiFE8DERERkVvjzAoREZEqrGjfHT28G4iIiIiciqeBlOJpICIiInJrnFkhIiJShRXtmx3x3NNATp1ZqaysxJQpU6DX6+Hv74/U1FTU3GLd+7Fjx0Kj0ThsTz75pDOHSUREpILmDtg8k1NnVqZMmYJvvvkGeXl5aGxsxIwZMzBr1qwWqzoCwMyZM7F06VL7z927d3fmMImIiFTAa1aUclqycvz4ceTm5uLQoUOI+a4Y26pVq/DII49g2bJlCAkRF/ADriUnRrnieERERORRnJasFBQUwN/f356oAEBCQgK0Wi0OHDiAH//4x7J9N27ciLfffhtGoxE//OEP8dxzz8nOrtTX16O+vt7+s8ViAXCt6vKNpbivXpV5MkE1V7lzY6IXS6Y2KYS1diOkZUSPHhX3F1ddtsg8m0igMBoVJQjKDeL0aWmssVEaExwXAHytk1bQXbdO/FSNjR8LosHCthcv3iENylUxPnxYGhO85/AWfxQ+/VQa+1g0VADNon/0xFSJG3/wgTh+s9GjhWGz+U5JbNs28S5Eh/bQE+LfD+zfLwk1Xb4s3u/48ZJYZOQUSSw3t0rY/5NPpJWj9+8XVAAGMG7wYGlQMFYAQJ2gFrqgXK9csXFA+ntfVyf4vQdw8aKgkrFMKWRp3Wf56sT+gsGJ3kf5YxBVTBd/s507J3jNZT4PotdW9K0kd1wNgt8lH5lLA0QVlkVv7TWiqsviUdz89thscvt0Bt66rJTTkhWz2Yw+fRw/yN7e3ggICIBZ/hOGn/70pwgLC0NISAg+++wzPPvssyguLsa7774rbJ+ZmYkXXnihQ8dORETU8XgaSKk2JysLFizAq6++2mKb48ePKx7QrFmz7P8/bNgw9O3bF/Hx8fjqq69w++23S9ovXLgQ6enp9p8tFgtCQ0MVPz8RERG5lzYnK/PmzcP06dNbbDNo0CAYjUZUVFQ4xJuamlBZWdmm61Hi4uIAAKdOnRImK76+vvD19W31/oiIiFyDMytKtTlZCQoKQlBQ0C3bmUwmVFVVobCwENHR0QCAXbt2wWq12hOQ1igqKgIA9O3bt61DJSIiciNMVpRy2jorkZGRSEpKwsyZM3Hw4EF8/PHHSEtLw6RJk+x3ApWVlSEiIgIHDx4EAHz11Vd48cUXUVhYiDNnzuC9997D1KlTcf/992P48OHOGioRERG5Maeus7Jx40akpaUhPj4eWq0WKSkpWLlypf3xxsZGFBcX48qVKwAAHx8ffPDBB1ixYgVqa2sRGhqKlJQULF682JnDJCIiUgFXsFXKqclKQEBAiwvAhYeHw3bDfWOhoaHYu3evM4dERETkIrx1WSkWMiQiIiK3xkKGREREquAFtkoxWSEiIlIFkxWlmKwQERGpgsmKUrxmhYiIiNxal51ZqaqqA/B9obTycpmSg+H+kpBPt27CpjpBET+5a7P1omBYmCQkV5ng0iVRxS65QobSY+vWTbyI3tixguCb24RtqwTFAaWl54Du/fsL++fmSmPffFMsbCsqHgf0ErYU1k2UKQxo3b1bEtOKdhAeLuy/4/fS2Pbt4qJ2/v6C3xu5AovvvCONiYpETpok7H7unLSQYWmp6DUEtm0bKIm99ky4sK2oaGGJsCUw6B//kMRikqWFDAHx5wmokESOHpWOFQDG+ftLYrL3RXz7rTQmqIp3UVTr79ojgpj4d1FY709UgQ+AKCpX8A+C9+E2Qb1BmacCcEkQE/+r/Nw56fcSAmUKXQp+R0XHIC5NKP4GC5Qp/Ch6bWVqHsrsWVTcUPTdKlsd0Qk4s6JUl01WiIiI3IsN7bv9WNUS0W6Fp4GIiIgIlZWVmDJlCvR6Pfz9/ZGamooa+eksAEBdXR1mz56N3r17o0ePHkhJSUF5ebmk3bp16zB8+HDodDr06dMHs2fPbtPYmKwQERGporkDNueZMmUKjh07hry8POzYsQMffvghZs2a1WKfp59+Gtu3b8eWLVuwd+9enD9/Ho8//rhDm9deew2/+93vsGDBAhw7dgwffPABEhMT2zQ2ngYiIiJShftes3L8+HHk5ubi0KFDiImJAQCsWrUKjzzyCJYtW2av6Xej6upqrFmzBjk5ORg3bhwAYO3atYiMjMT+/fsxcuRIXLp0CYsXL8b27dsRHx9v79vWen+cWSEiIupELBaLw1ZfX9/ufRYUFMDf39+eqABAQkICtFotDhw4IOxTWFiIxsZGJCQk2GMREREYMGAACgoKAAB5eXmwWq0oKytDZGQk+vfvj5/85CcoLS1t0/iYrBAREamiY04DhYaGwmAw2LfMzMx2j8xsNqNPnz4OMW9vbwQEBMBsNsv28fHxgf9Nd+sFBwfb+3z99dewWq145ZVXsGLFCrzzzjuorKzEgw8+iIYG2fvhJHgaiIiISBUdcxqotLQUev33C2T4+vrK9liwYAFeffXVFvd6XG4NjQ5gtVrR2NiIlStX4qGHHgIA/O///i+MRiN2797d6mtXmKwQERF1Inq93iFZacm8efMwffr0FtsMGjQIRqMRFRWOax81NTWhsrISRqNR2M9oNKKhoQFVVVUOsyvl5eX2Pn37Xlvza8iQIfbHg4KCEBgYiJISuVWcpJisEBERqcKK9q2z0va+QUFBCAoKumU7k8mEqqoqFBYWIjo6GgCwa9cuWK1WxMXFCftER0ejW7duyM/PR0pKCgCguLgYJSUlMJlMAID77rvPHu//3QKilZWVuHjxIsIEC6XK4TUrREREqnDfW5cjIyORlJSEmTNn4uDBg/j444+RlpaGSZMm2e8EKisrQ0REBA4ePAgAMBgMSE1NRXp6Onbv3o3CwkLMmDEDJpMJI0eOBADceeedeOyxxzB37lzs27cPR48exbRp0xAREYEHHnig1eNjskJERKQKK9qXqLRnVubWNm7ciIiICMTHx+ORRx7B6NGjsXr1avvjjY2NKC4uxpUrV+yx119/HY8++ihSUlJw//33w2g04t1333XY74YNGxAXF4fx48djzJgx6NatG3Jzc9FNprSNCE8DEREREQICApCTkyP7eHh4OGw2xyX/dTodsrKykJWVJdtPr9djzZo1WLNmjeKxdeFkpRRAD/tPR4/eJW6WJChq16+fsGl3uaJ0AsKyiYJibNXVcnsQFSJrfdnEG26Vd3BPeKU0uGOHsO0pQSxAEBskU03t3DlR9Kx4YPhGEBNfQJaUJAje95aw7WeCWNSJE5JYQ6B0wSMA2L5dVOQsX9j2o4/GS4PTxa9NiaAgnOCdQdSePcL+TU0/EkRPCtueFtQ3LGkSFwwcoJP+5l6sExd6G5SXJ4lFLBC19BL2B6QFB2U/YoLCenI3PdYJigDqBLde+vuL33OxNky/yyxPLhqv7I2btdIifH5+0mZtK2Qofh9PCT7oFpnPnl5w7UOT4E2TK7laJYgFir8oRF+XLRyvqPikoKAlAOl3UMvLyXcs910Uzt114WSFiIjInah/gW1XwWtWiIiIyK1xZoWIiEgVPA2kFJMVIiIiVTBZUYqngYiIiMitcWaFiIhIFZxZUYrJChERkSquLwrXnv6eiaeBiIiIyK1xZoWIiEgVXGdFKSYrREREquA1K0oxWSEiIlIFkxWleM0KERERubUuPLNyEkB3+0//+Y+4kKFl2Z2SmP7uu4Vt/QUFu+TOIApfWEElsiZxbTGIi7/dJtO2lyQSHi7T9PBhSejihQvCpqLyYqLjHSRTfc7wA1FU7l8Gorj4eAfpzktiZwSF6gBxIUNpSTygj8yogGJBbL+w5enT90iD/fsL24pKp4le76iPPhL2N44WRUXF6wDga0mkoECmkKGgelyDzGuLqipJqEcPaTP59/yqTFxAUBywLeXnjILfUX9/wfslS1pYEBC+BLLV9q60MgYAEBRjFO328mW511Y0MHFhv2++kRbVPHeum7DtEFF1QQG5rzVhgUOZ7w/R75JMTU2Ij02uaOrNRRpl3wUn4MyKUl04WSEiInInTFaU4mkgIiIicmucWSEiIlIFb11WiskKERGRKriCrVI8DURERERujTMrREREquAFtkoxWSEiIlIFkxWleBqIiIiI3BpnVoiIiFTBmRWlmKwQERGpgsmKUkxWiIiIVMF1VpTiNStERETk1jizQkREpAouCqdUF05WKgB8X+X4q6/ErU6dksbukamUqxPEfGSeXfjCCsqm6kQ7BSCtDAoA4kqoopHJHAJw4oQkVCHT9KIgJpyKO3lS2D80SRQV1TwGRJWjdTppDABw6nNJSKYuMKT1mcXH279OWA8W4jqx0irG1wgqNBvFlX1FdXkrRQ1lXtvAZFFUWj33Guk7WVYm07RnT0lIK1d1uZv091FQHBlyFYtFtXm95b6RBGMQvl5yhOWR5YhK+4prPAuPV+YgRO+5bL1fwRsk/q6Q++Ml+r2Vq1Mtrfd97py4KvcQwbGJjkuuOLJwBBdF3zRAoOCrQvb3Q1jBW64KeXkr+joLr1lRiqeBiIiIyK114ZkVIiIid8KZFaWYrBAREamCdwMpxdNAREREhMrKSkyZMgV6vR7+/v5ITU1FjfhCNLu6ujrMnj0bvXv3Ro8ePZCSkoLycsfrgg4dOoT4+Hj4+/ujV69eSExMxKefftqmsTFZISIiUkVzB2zOM2XKFBw7dgx5eXnYsWMHPvzwQ8yaNavFPk8//TS2b9+OLVu2YO/evTh//jwef/xx++M1NTVISkrCgAEDcODAAXz00Ufo2bMnEhMT0dgod1OAFE8DERERqaJjrlmxWBzv9vL19YWvr2879gscP34cubm5OHToEGJiYgAAq1atwiOPPIJly5YhJCRE0qe6uhpr1qxBTk4Oxo0bBwBYu3YtIiMjsX//fowcORInTpxAZWUlli5ditDQUABARkYGhg8fjrNnz+KOO+5o1fg4s0JERNSJhIaGwmAw2LfMzMx277OgoAD+/v72RAUAEhISoNVqceDAAWGfwsJCNDY2IiEhwR6LiIjAgAEDUFBQAAC466670Lt3b6xZswYNDQ24evUq1qxZg8jISISHh7d6fJxZISIiUkXHzKyUlpZCr/9+La72zqoAgNlsRp8+fRxi3t7eCAgIgFlmrSWz2QwfHx/4+/s7xIODg+19evbsiT179iA5ORkvvvgiAGDw4MF4//334S2/cI4EZ1aIiIhUcX0FW6XbtbuB9Hq9w9ZSsrJgwQJoNJoWtxOCxUI7ytWrV5Gamor77rsP+/fvx8cff4yhQ4di/PjxuHq19QvycWaFiIhIFerfujxv3jxMnz69xTaDBg2C0WhERYXj+t5NTU2orKyE0WgU9jMajWhoaEBVVZXD7Ep5ebm9T05ODs6cOYOCggJotVp7rFevXvjHP/6BSZMmteo4mKwQERF1UUFBQQgKCrplO5PJhKqqKhQWFiI6OhoAsGvXLlitVsTFxQn7REdHo1u3bsjPz0dKSgoAoLi4GCUlJTCZTACAK1euQKvVQqPR2Ptd/9lqbX3yxdNAREREqnDfW5cjIyORlJSEmTNn4uDBg/j444+RlpaGSZMm2e8EKisrQ0REBA4ePAgAMBgMSE1NRXp6Onbv3o3CwkLMmDEDJpMJI0eOBAA8+OCDuHTpEmbPno3jx4/j2LFjmDFjBry9vfHAAw+0enweM7PS2Ch+k2tqvKRBmYt+2pLZNQhiujppeS+dXF0/4S+lYKwtxgUEY5Bb8qdKEOshalgrLlR30zVX3xEVaAQAaWPZfwwIitLJFU4TxYVtBa/LNaL3oQ1FD3sIXzHhZK5wBDKvrZfwLZf7IpPGZZc3EO+41cQvo9xrK/2UyL4NgiKgogJ64r0CEJwbF+yypT0Iye9D0FYQk/t3ZZPgDeruLR2XRiMupWqziY5B7vdW+g0g+z7IV151IPcKCnd7+bKwrehrWP56TNEr6Y5L07v3cvsbN25EWloa4uPjodVqkZKSgpUrV9ofb2xsRHFxMa5c+b4E5+uvv25vW19fj8TERPzpT3+yPx4REYHt27fjhRdegMlkglarxd13343c3Fz07du31WPzmGSFiIiI5AUEBCAnJ0f28fDwcNhsNoeYTqdDVlYWsrKyZPs9+OCDePDBB9s1NiYrREREqnDvmRV3xmSFiIhIFUxWlOIFtkREROTWOLNCRESkiuuLwrWnv2diskJERKQK9ReF6yp4GoiIiIjcGmdWiIiIVNGM9s0R8AJbp8rKykJ4eDh0Oh3i4uLsq9/J2bJlCyIiIqDT6TBs2DDs3LlTjWESERE5kfuuYOvunJ6sbN68Genp6cjIyMCRI0cwYsQIJCYmSgomXbdv3z5MnjwZqamp+OSTT5CcnIzk5GQcPXrU2UMlIiJyIiYrSjk9WXnttdcwc+ZMzJgxA0OGDEF2dja6d++Ov/3tb8L2b7zxBpKSkjB//nxERkbixRdfxD333IM333zT2UMlIiIiN+TUa1YaGhpQWFiIhQsX2mNarRYJCQkoKCgQ9ikoKEB6erpDLDExEdu2bRO2r6+vR319vf3n6urq7/7v5ioU4roYtbXSWiiWG/Z3qz3I1dURtW0QFNy4ckWuXoeoJoy4ToxoFPX14v1a2lAbSFTH44ogZmkWZ/viY5N7NumerVaZY7gibSv3yojeSVFbi0x9EnFrucI60nFZLOJjEL0K0uo1gOWmpa2vq6sT7Ve0BzFxf/F7KffaisZWW9uW91y654YGmXEJauXIjUv0pWYR1gaS++yJfsvFzyZ6HS0N4so4bflEi0bmLfhdstnEtYHEn17x95ro/ZH7Xmrt+yD3myj87MlU3r0iOF75Ir2iZ5Q73pvbXnutbl5G3jka0L47etpQjKqrsTlRWVmZDYBt3759DvH58+fbYmNjhX26detmy8nJcYhlZWXZ+vTpI2yfkZFhA8CNGzdu3Lgp3kpLSzvmD5/A1atXbUajsUPGaTQabVevXnXaWN1Vp78baOHChQ4zMVVVVQgLC0NJSQkMBoMLR6Y+i8WC0NBQlJaWQq+Xq27cdXny8fPYeew8dmVsNhsuX76MkJCQDhydI51Oh9OnT6NBZtatLXx8fKBrZfXrrsSpyUpgYCC8vLxQXl7uEC8vL4fRaBT2MRqNbWrv6+sLX19fSdxgMHjch/c6vV7vsccOePbx89h57J6mI45djX/Y6nQ6j0wyOopTL7D18fFBdHQ08vPz7TGr1Yr8/HyYTCZhH5PJ5NAeAPLy8mTbExERUdfm9NNA6enpmDZtGmJiYhAbG4sVK1agtrYWM2bMAABMnToV/fr1Q2ZmJgBg7ty5GDNmDJYvX47x48dj06ZNOHz4MFavXu3soRIREZEbcnqyMnHiRFy4cAFLliyB2WxGVFQUcnNzERwcDAAoKSmBVvv9BM+oUaOQk5ODxYsXY9GiRRg8eDC2bduGoUOHtur5fH19kZGRITw11NV58rEDnn38PHYeu6fx5GP3RBqbTZX7tYiIiIgUYSFDIiIicmtMVoiIiMitMVkhIiIit8ZkhYiIiNwakxUiIiJya10uWcnKykJ4eDh0Oh3i4uJw8OBBVw9JFR9++CF++MMfIiQkBBqNRrbwY1eTmZmJe++9Fz179kSfPn2QnJyM4uJiVw9LFW+99RaGDx9uX8HTZDLhX//6l6uH5RK///3vodFo8NRTT7l6KKp4/vnnodFoHLaIiAhXD0s1ZWVl+NnPfobevXvDz88Pw4YNw+HDh109LHKiLpWsbN68Genp6cjIyMCRI0cwYsQIJCYmoqKiwtVDc7ra2lqMGDECWVlZrh6Kqvbu3YvZs2dj//79yMvLQ2NjIx566CHU1srVs+06+vfvj9///vcoLCzE4cOHMW7cODz22GM4duyYq4emqkOHDuHPf/4zhg8f7uqhqOoHP/gBvvnmG/v20UcfuXpIqrh06RLuu+8+dOvWDf/617/wxRdfYPny5ejVq5erh0bO5OJCih0qNjbWNnv2bPvPzc3NtpCQEFtmZqYLR6U+ALatW7e6ehguUVFRYQNg27t3r6uH4hK9evWy/fWvf3X1MFRz+fJl2+DBg215eXm2MWPG2ObOnevqIakiIyPDNmLECFcPwyWeffZZ2+jRo109DFJZl5lZaWhoQGFhIRISEuwxrVaLhIQEFBQUuHBkpKbq6moAQEBAgItHoq7m5mZs2rQJtbW1HlVHa/bs2Rg/frzD595TnDx5EiEhIRg0aBCmTJmCkpISVw9JFe+99x5iYmIwYcIE9OnTB3fffTf+8pe/uHpY5GRdJlm5ePEimpub7cv4XxccHAyz2eyiUZGarFYrnnrqKdx3332tLs/Q2X3++efo0aMHfH198eSTT2Lr1q0YMmSIq4elik2bNuHIkSP2umKeJC4uDuvWrUNubi7eeustnD59Gv/1X/+Fy5cvu3poTvf111/jrbfewuDBg/H+++/j17/+NX7zm99g/fr1rh4aOZHTawMRqWX27Nk4evSox5y7B4C77roLRUVFqK6uxjvvvINp06Zh7969XT5hKS0txdy5c5GXlwedTufq4aju4Ycftv//8OHDERcXh7CwMPzf//0fUlNTXTgy57NarYiJicErr7wCALj77rtx9OhRZGdnY9q0aS4eHTlLl5lZCQwMhJeXF8rLyx3i5eXlMBqNLhoVqSUtLQ07duzA7t270b9/f1cPRzU+Pj644447EB0djczMTIwYMQJvvPGGq4fldIWFhaioqMA999wDb29veHt7Y+/evVi5ciW8vb3R3Nzs6iGqyt/fH3feeSdOnTrl6qE4Xd++fSXJeGRkpMecBvNUXSZZ8fHxQXR0NPLz8+0xq9WK/Px8jzqH72lsNhvS0tKwdetW7Nq1CwMHDnT1kFzKarWivr7e1cNwuvj4eHz++ecoKiqybzExMZgyZQqKiorg5eXl6iGqqqamBl999RX69u3r6qE43X333SdZnuDLL79EWFiYi0ZEauhSp4HS09Mxbdo0xMTEIDY2FitWrEBtbS1mzJjh6qE5XU1NjcO/qk6fPo2ioiIEBARgwIABLhyZc82ePRs5OTn4xz/+gZ49e9qvTzIYDPDz83Px6Jxr4cKFePjhhzFgwABcvnwZOTk52LNnD95//31XD83pevbsKbku6bbbbkPv3r094nqlZ555Bj/84Q8RFhaG8+fPIyMjA15eXpg8ebKrh+Z0Tz/9NEaNGoVXXnkFP/nJT3Dw4EGsXr0aq1evdvXQyJlcfTtSR1u1apVtwIABNh8fH1tsbKxt//79rh6SKnbv3m0DINmmTZvm6qE5leiYAdjWrl3r6qE53S9+8QtbWFiYzcfHxxYUFGSLj4+3/fvf/3b1sFzGk25dnjhxoq1v3742Hx8fW79+/WwTJ060nTp1ytXDUs327dttQ4cOtfn6+toiIiJsq1evdvWQyMk0NpvN5qI8iYiIiOiWusw1K0RERNQ1MVkhIiIit8ZkhYiIiNwakxUiIiJya0xWiIiIyK0xWSEiIiK3xmSFiIiI3BqTFSIiInJrTFaIiIjIrTFZISIiIrfGZIWIiIjc2v8DhHDUwJvcMqMAAAAASUVORK5CYII=\n", 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\n", 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" ] @@ -117,12 +120,12 @@ "name": "stderr", "output_type": "stream", "text": [ - "Operator `Kernel` ran in 0.20 s\n" + "Operator `Kernel` ran in 0.27 s\n" ] }, { "data": { - "image/png": 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\n", 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\n", 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" ] @@ -149,12 +152,12 @@ "name": "stderr", "output_type": "stream", "text": [ - "Operator `Kernel` ran in 0.41 s\n" + "Operator `Kernel` ran in 0.50 s\n" ] }, { "data": { - "image/png": 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\n", 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\n", 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" ] @@ -181,12 +184,12 @@ "name": "stderr", "output_type": "stream", "text": [ - "Operator `Kernel` ran in 0.67 s\n" + "Operator `Kernel` ran in 0.74 s\n" ] }, { "data": { - "image/png": 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\n", + "image/png": 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\n", 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" ] @@ -213,12 +216,12 @@ "name": "stderr", "output_type": "stream", "text": [ - "Operator `Kernel` ran in 1.05 s\n" + "Operator `Kernel` ran in 1.49 s\n" ] }, { "data": { - "image/png": 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\n", 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\n", 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" ] @@ -245,12 +248,12 @@ "name": "stderr", "output_type": "stream", "text": [ - "Operator `Kernel` ran in 4.26 s\n" + "Operator `Kernel` ran in 2.87 s\n" ] }, { "data": { - "image/png": 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\n", 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\n", 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" ] @@ -277,12 +280,12 @@ "name": "stderr", "output_type": "stream", "text": [ - "Operator `Kernel` ran in 4.12 s\n" + "Operator `Kernel` ran in 4.25 s\n" ] }, { "data": { - "image/png": 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\n", 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\n", 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" ] @@ -309,12 +312,12 @@ "name": "stderr", "output_type": "stream", "text": [ - "Operator `Kernel` ran in 8.21 s\n" + "Operator `Kernel` ran in 5.94 s\n" ] }, { "data": { - "image/png": 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h7W9/O/bu3bslDyeHw+FwOJ6r2HEKNkc1Brb0wd13342HH34YDz/8MM4+++zSOXqKt9ttPPjggzh27Fh+7pOf/CRqtRquuuoqrK6uYv/+/fjDP/zDQWXT4XA4HA7HEGBb49BsBzwOjcPhcDi2iu2MQ/NtnHwcmtfA49BUwRendDgcDodjG+A2NIOFl4/D4XA4HI7THi6hcTgcDodjG+ASmsHCCY3D4XA4HNsALk55Mtc7quGEz+FwOBwOx2kPl9A4HA6Hw7ENcJXTYOGExuFwOByObYATmsHCCY3D4XA4HNsAJzSDhZePw+FwOByO0x4uoXE4HA6HYxtwsusxuZdTfzihcTgcDodjGzCSbSdzvaMarnJyOBwOh8Nx2sMlNA6Hw+FwbAPcKHiwcELjcDgcDsc2wAnNYOHl43A4HA6H47SHS2gcDofD4dgGuIRmsHBC43A4HA7HNsAXpxwsnPA5HA6Hw+E47eESGofD4XA4tgGuchosnNA4HA6Hw7ENcEIzWDihcTgcDodjG+CEZrDw8nE4HA6Hw3HawyU0DofD4XBsA1xCM1g4oXE4HA6HYxvghGaw8PJxOBwOh8Nx2sMlNA6Hw+FwbANcQjNYOKFxOBwOh2Mb4IRmsPDycTgcDofDcdrDJTQOh8PhcGwDXEIzWDihcTgcDodjG7ADwI4dJ77E5I6NjVOXmSGEEz6Hw+FwOBynPVxC43A4HA7HdiBJgJOQ0GBjA+h0Tl1+hgxOaBwOh8Ph2A44oRkonNA4HA6Hw7EdOBWExlEJt6FxOBwOh8Nx2sMlNA6Hw+FwbAdcQjNQOKFxOBwOh2M7MDIC1E5CMdLtnrq8DCFc5eRwOBwOh+O0h0toHA6Hw+HYDiSJS2gGCCc0DofD4XBsB5zQDBSucnI4HA6HY4jx2c9+Fueeey7SNMUll1yCb3/7233Tf+lLX8IFF1yANE3xyle+El/72tdK5zc2NnDzzTfjzDPPxPj4OPbt24eHHnqolOZjH/sYLrvsMkxMTGB2dvZUv1IUTmgcDofD4dgOJMnJb8eJP/uzP8MNN9yAD37wg/jrv/5rvOpVr8L+/fvx05/+NJr+W9/6Fn75l38Z1157Lf7mb/4GV155Ja688kp8//vfz9N84hOfwKc//WncdtttuPfeezE5OYn9+/ej1WrladbW1vCmN70J73znO4+/nE4QOzY2hssP7OjRo5iZmcGRBx7A9NTUs50dh8PhcDyHcXRxETMXXIAjR45genp6MM/guPSSl2B6ZOTE77O+jpm///vjyusll1yCn/3Zn8Uf/MEfAAC63S7OOeccvPvd78ZNN93Uk/7Nb34zlpeX8dWvfjU/dumll+LCCy/Ebbfdho2NDZx11lm48cYb8Zu/+ZsAgCNHjmDPnj24/fbbcfXVV5fud/vtt+M973kPms3mCb711uESGofD4XA4TiMcPXq0tK2urkbTra2t4b777sO+ffvyY7VaDfv27cOBAwei1xw4cKCUHgD279+fp//xj3+MhYWFUpqZmRlccskllffcLjihcTgcDodjO3CKVE7nnHMOZmZm8u2WW26JPu7w4cNYX1/Hnj17Ssf37NmDhYWF6DULCwt90/P3eO65XXAvJ4fD4XA4tgNJEoLrnSiyKMOPPfZYSeU0NjZ2sjkbCjihcTgcDodjO3CKCM309PSWbGjm5uYwMjKCgwcPlo4fPHgQ8/Pz0Wvm5+f7pufvwYMHceaZZ5bSXHjhhVt+lUHAVU4Oh8PhcAwh6vU6LrroItxzzz35sW63i3vuuQd79+6NXrN3795SegC4++678/TnnXce5ufnS2mOHj2Ke++9t/Ke2wWX0DgcDofDsR04RRKa48ENN9yAa665BhdffDFe85rX4FOf+hSWl5fx9re/HQDw1re+FS984QtzO5xf//Vfx8/93M/h937v9/CGN7wBX/ziF/Hd734Xn/vc57Is7MB73vMefPSjH8X555+P8847D7/927+Ns846C1deeWX+3EcffRRPP/00Hn30Uayvr+N73/seAOClL30pGo3GiZdBHzihcTgcDodjOzAyckKxZE4Gb37zm3Ho0CHcfPPNWFhYwIUXXoi77rorN+p99NFHUZPoxZdddhnuvPNOfOADH8D73/9+nH/++fjyl7+MV7ziFXma9773vVheXsZ1112HZrOJ1772tbjrrruQpmme5uabb8Ydd9yR/3/1q18NAPjGN76B173udQN5V49D43A4HI7nLbY1Ds3P/iymT4LQHO10MPOd7ww0r6czXELjcDgcDsd24ASj/Tq2Bi9Zh8PhcDi2A05oBgr3cnI4HA6Hw3Haw6miw+FwOBzbAZfQDBResg6Hw+FwbAdO1stpuHx4TjmGl9BMTgKzs8X/bVjp0+FwOBzPcdgYKN3us5MPxynH0BKae++fRrs9gVYLSFPg9Ze2gFbr2c6Ww+FwOJ4tJAn+7pFprKyEv6OjwNLS9j7fJTSDw9ASmjvuAH76U2BhAZifB17/5dQJjcPhcDyfkab48peBw4fD3yQB1te38flOaAaKoSU03/wm8MQTLQAH8f/+v3vcEMvhcDie70gSHDgAPPFEwS2c0AwPhnaUX14GgBUALQDLONY5AxNqU6PodIL0ptPZtvw5HA6HYwCwhEH/pymWl4Oaicsq1Tx4ydBgaAlN4CZdAGsAlvB//p9nYGZmosTGuUbY6CjwxisbQT/lcDgcjtMTSRKMJtMUSBIcXaphZQVYXQ1z1sMPBDKjc9e1tW3On0toBoahJTTBXGYNgdQ08aEPvRhJUghjWO+TBBgbAy69tIaznt0sOxwOh+NkkCRYS6extBSIy8MPh9+FBeCZZ4Cnngr2M0tLRf+/rU5OJ+u27R5ZfTG0hKbTWQewjkBqWnjyyb/O/q8DaGepJgGMAEhx+PA/xllzz0pWHQ6Hw3GKsLQUonQcOhQIzeHDwCOPBFJz+HARwaPTCZtzhOHB0BKaMtYBHM3217L/PD4CYC247p0r8QlY292uxuFwOE4PJAnaK6HbXl8vJPKtFnKpDQC0289S0N6Tfaizr74YYkLTRjAIXsu2EfRKaEayrYavfhU4fHgaaRrOJAnwC5ce84B8DofD8VwFrXuTJATMazSwfDiol5pNYHGxIDSdTiAy3F9fP3kN0HHDCc1AMcSEZgVBKtNCIDBtFIRG/fQC0fnkJ4FzzwV27w5H0xS49MsTmEBzG/PscDgcji2h0ykITUZmji7VSqqlp54qE5vVVaDdDpPadnsd7XbqET2GCANzWPvYxz6Gyy67DBMTE5itcpc2eNvb3oYdO3aUtiuuuOIEc9BB4ba9lu1TWkOCU/xvtf4KDzzw/+K//tfH8V//65O4++5nXDjjcDgcz1WQ0GQilzXU0WyitC0uhiT0cgrOIuz7w2Q32FtuEyihOZnNUYmBlc7a2hre9KY3Ye/evfiTP/mTLV93xRVX4POf/3z+f2xs7ARzsI7g4cR9/UXk+HL2W8+PtVo7gdlMB+X2NA6Hw/HcAvvk7FdNH7W7prqpQExavw1wldNAMTBC8+EPfxgAcPvttx/XdWNjY5ifnz8FOVhE2QCY6EaOrQAYRSAzayCp+eY3gUP/ZBdGR4FXvAKoH/7JKciXw+FwOE4IFLOkaWApJAhpmtvGMM4MCUz1PJTjw7Htybtj4HjOya+++c1v4gUveAF27tyJX/iFX8BHP/pRnHHGGZXpV1dXsbq6mv8/epTeTIdQMPAsgl7uxm3/rwEYR6GOCnY1t90GnH12WLT7+uuB//ZU8CyHw+FwnBgYVGZurkRmMDuLlZXAdZrNwl6GaLXsEgddMIo88PT25f9krZC3dZ2G0w/PKUJzxRVX4I1vfCPOO+88/OhHP8L73/9+/NN/+k9x4MABjDCsr8Ett9ySS4PKeArAGAryApSlM/R6aqGwrxnNfoOa6TvfeQrf+U6KNJ3E/v1OaBwOh+NZRasVAsw0GkVkvCwy8HoLWFkJdjOrq/0kMxwT1gA8A+DgtmQdwMmrnJzQ9MVxGQXfdNNNPUa7dnvggQdOODNXX301/sW/+Bd45StfiSuvvBJf/epX8Z3vfAff/OY3K6953/vehyNHjuTbY489lp3ZTEcas6dR/WQXwUvqGbRarbA2lBtnORwOx7MHDTBDZP0xT+mYz/1ecqOBV7dx7QM3Ch4ojqt0brzxRrztbW/rm+YlL3nJyeSn515zc3N4+OGHcfnll0fTjI2NVRgOr5t9tWwnQ69JOj1fN2lG8MgjwP/XfEE+KWg0gOnE49Q4HA7HQED1EjvdJCkMZFTd1GhgDfVS4Dya2rRaQWKzsqKB9UhgYvaUjtMZx0Vodu/ejd0M1LINePzxx/HUU0/hzDPPPME7dFFIXZYQSMuynE9RVOiV7Lfwcgrnw///5/8JjWN2Nmzz88C+fROY9jg1DofDceqxsAD81/8agoNNTgJTU4GdkNBktjPd2V04vFCs18TowEtLQTt15EgRj6bd1nAdVd6vA4SrnAaKgcmvHn30UTz99NN49NFHsb6+ju9973sAgJe+9KVoNMISAxdccAFuueUW/NIv/RKWlpbw4Q9/GFdddRXm5+fxox/9CO9973vx0pe+FPv37z+BHKjLNm1laC+jlSJIYMK5LgKJoSaOdjY1fO97YT2Q+fmwXXABcOGFwHR6AllzOBwOR38cPgzcdx/w0pcCMzOB0NCWkoRmbq4Ud+bIkXCa3k5HjhRRg9ttGgGrOYJOercBJ2sU7KFD+mJghObmm2/GHXfckf9/9atfDQD4xje+gde97nUAgAcffBBHsho4MjKCv/u7v8Mdd9yBZrOJs846C7/4i7+I3/md3zmJWDTEOnorcb90bRSSmgAr6eRMIF/C2+FwOBynDmQlXBp7fDwcF1LTRQ3tduGmza6Y+2WTG7WpdHXTMGJghOb222/fNAbNxsZGvj8+Po7/+B//4ynOBUWLXRRLHwBlNRPtZejezYq+Bo0k3OmM9DSSxx8H5udfgEYDqLXcnsbhcDhOCgsLRZyZZrPXIHZkJEhqsv90z2afDIT91dXyOk5JwiUPtG8/DQPruVFwXwxx6ZCYLCOQGaqaqF5ipZ5EcNcmqVlDoXKigfAyNjaA1dU0j7TdagHf/36YPJx9NvDCF05gj9vTOBwOx4nj4YeDbn9uLpAbqpZGRgoyMzubr92kpIWgYOepp4qVEQLYv+saf8AAVwDqhROagWLIS4crbq+gCJhH4kID4TrKKii1gGcE4fC7sTGKVmsEK9ny9N//fpDSvOIVoZ7tmduet3I4HI6hxEMPAX/7t2GlYF1Je3w8bJlXE2PPrB4uVs/WbXExmOCQ0IyMAO02JfVHUXi1utppmDDEhIa2MiQvrLijKKuethKnppyOOlna1SwtBbdAh8PhcJwElpeDqskaLRImHkvVEnvso+PxZ55F+xmX0AwUQ1w6IwB2yD6XPFg3aYCysTDFkHX5z62FVmsyF3E2GoVN8PIygvsTW5Hb0zgcDsfmWFgoLzKpjhaMQTM2VmzZsS5qaLWCATD7ZErPR0ZCMsalCfY1tu9/FkiNE5qBYohLR12vGUBPI0KOIJCWdRQxaEZQSHBU5cTYNWtot4FmcxLNZqHaZfyn/+/hGhqNOhqNOqaTJfd+cjgcjn7odIDvfa8QcS8thZkiDYMZ+Iu2Mzt35ionBs1bXg6XPfNMcNPmrRqNMK9cWdH4MyEMR8CIbNuEk3XbrlgCyBEwxIQGKFdW2smQ1NRQNv5dRyA4dRSkhpIZEp6QZnExRbM5grnMZqbVCvraBx4Itmxzc8D07MBeyuFwOIYDNEakRxMlNEpoMgNgJTNIErSWCjKzJPvLy8DoaCFBD6BTiC5WvM1kxjFwDDmhsbDxZ6zKiQxeKzmJjUp62mi3Q5rR0dAGGVqbkwuHw+FwbAGMikePJhIaIKiY+qxppIbAVD8RZUFIvyB620hqXOU0UAxx6bDy2qjAipjbHm1taihW4F7J/hfB9paXCxLDtZ20cWF2ttf83uFwOJ7vaLUKG0P2kUAxWLNDZTA9jQ6ckZ61Tgiox0u0e2WQPXKi8moBxaS0HGtsm+CEZqAY4tJh/BkG1hvNjquV+wp69agt+a9hsgFd5+nQIeDgwSChAUI9m50tGtNPDme2NLPd0Hid0DgcDkeYBX73u8V/u9ikrNOEPXvKnWyjAczN4ZlDYVIZAuYVwfNGR8P+8nKwqSn4EiepDJ66gsJ9e3U7394xQAwxoWH8GZIXq17i+k4kL1yUicse1LPr1+TYJOgxFexmJkuTCjae9XXgsceCyhfzNUw7q3Y4HI6AZjMQGpIYshElNbOzwBlnhF+GAs5i0DzdrOHIkeIyoBw2g5JzGghvbHBCyr5+DaHvP4owPmyjjYBLaAaKIS4dGvQS1k2vKgaNHm+jvMhlt5SOroK6lghQ6HPHx7ne00m/jMPhcAwHOp3gRUFpjIL/qW4aHw+EhufSFK3DhRaf2ii7CLUuUVMGxwGqnYBtdd92L6eBYoiH2hqCmikWRMmqmez5mDU8j3Mq0M1JDIM4ra6GGYHa07TbAFLDyl395HA4nk9gyF7G6IoN6irutsc5kHc6GBmpl4Q7lrTwPy8LE00bg4YhOrZxpW3HwDHEhGYUhdqohrK0hrpUXb9JCcwagv0MVUwar6aJIKKcxtJSkIjSbVBdBtM0NKTlZaC7eyKYHbuBsMPheD7i8cfDGk2W0NB+JlvKIN9UNTM7W/zvdDA1lQUyRW9Xqituq01NmbikKEwOGGtsm+Aqp4FiiEsnRXg9EhZd/oDERePN2KXlV1DY1bDCtwE8g0B06mi321haGkWrFcjM4mJ5gdjV1SKC5USa3YuhKx0Oh+P5giefDAH0OKGzhEZJDV21eZ6xaLL/E40u0rRWciJlUkrL1b54x46RzI5GnTu6CP24DdMxYDihGSiGuHQ2iwK5mcpJfzUdXblDA+l0RvNGpQQGKAtkuplreM0rpMPheL5heblY4oBsQ6HqptHR3nNKBFotjIxMlFZIUPBYtbkJPZ5G4YH1hgtDPLpSR6rSldhaTlQpVZEfNSDj9YWh8MpKQWJ0s6u/spHVRXTqcDgcQwsuMAmUXZKAch+oEhoazXLfIju33iz3q5o0TcNxy4sKl+1RlOONuYRmWDDEpTOGsis2ACyhTGhoI0N7G6DXCl7j0QCFPc06gOUsRtRk3g5nZoqYNElS2NbQA2r37npZSuPExuFwDCMef7xYTKnZDGqjmMqdqiauVZAkwORk8HDSsOtZumOtWs/kcXS0MALWvrfoanXiSoQFh4Fjg3j7OJzQDBRDXDrjCKRmFGUbGY05wAqu1u6k9RpBclmuGUVBlJYBrKHZnAQQ9Ldzc6Fxzc8XDYoTlU4ntNE8Lo2TGYfDMax45JFgO7O8XMSRIUGxK2o3GoHEAKEDnZ0tDGJEktNN6lh8pgiXwb6VGixdw4mTzBB8j2v3qZppGaEvHx98WRDutj1QDDGhUe8kkhZbGUZRiBx1xW2NT6B2MxRZUloTCA/jziwtIVdBxVROedTK1FVODodjiEFvpiNHwm8s5gzBc3ngLhT6IpXQJEluq6gGwApqq6pVTgSl8r5A5TBhiAkNiQhQLH/QD3pe3brtRqzl/4MFfdhfX0e+rD0nIYximbfnKrGjkxyHw3E6wq7Ia/syu16T7lOcwsBdZCKMf2EQu8XWImJowFT1et1GuMppoBji0lkDsIFCdbSEgoSsy29X0gN0yS7b1PA/JTptAE8B2Ikgruzmq283m6FtPvVUuDpNw/7sbFBDtdvAGuqoNzK2ozplJzQOh+N0RLNZ9GVkFjqTo4haB3RKZiYnA3lZWgou20BI22iETpOkptVCMjuRP7LTKZvlUErOc5ZjFWv7HUUwPVjOfn1xymHBEJfOKoIaaQVFRe4Xc4CVWtVTbQQCQ90rRZRrAA4jkB8AWMf6ephVcB3KnTsLmxkg7J97bth/5hlgaqqGJKkHryfCvZ8cDsfpiCefLFbQZsj09fWSqzVarUBQGOKXdjNTUyENxdqMhjc7C5x9dikORg1djIzU8m6y0ShsabhR5VSW2IwgEJllhMko13PiuOAYBgwxoaGXkq20NcQrsKqcrP2N3dgY1rP7FWi1goSG9jQrK6GBrayE4wzL3WqF43Vn3A6H43TH6mow/m23w766bMeC6AGhA5yaKoyF1Sim3S5W11YDxE4HhfQ8XDo6WiRhvxpXP3URxgQ7yd1GQuMSmoFiiEuHBrwxoy8a9vK3l5hUr+9EksNGFRpGuz2KTmcESVKQlvX1oo2urxdrrJVgpTK2wrrExuFwPBehfVNVP1V1vMrTkwO+irb1uOkfdVFgDfGlSyAEMOYM92Nr9W0D3MtpoBhiQjOGgnSo67ZiRY5lobVL+lSqmDQmDVVP4yjWd3oGwDoWF3f2rEG5tFTUYV3ChLESSvpl9QRga/SlEhwOx3MN9GJSUJUEFGJqjQysEhr1mKDdTKMROkYudZCmRf+XpsDsLI61aqXFt1utQsPFPvXw4eBc9cwzxaPbbdpBptnGSWkLKvFxnN4YYkIzDmAHCpdsqoiIdXNsLvtdQsHmNRAT049nx6az40dBdVWr1UCrNZovO9JqhUYFBLHo4cOhgbH9Jgmw1qmF5pRZuHWTOjodoJ52ja+3w+FwPIeghEZJCn2mSUYYGEYXnSTBAQIjYcc4OxuCebETbTbz/0dbdayslLtDqplWV8OlAPDww6HfPXIk/A8arVG025MIE9YGynHG3Ch4WDDEpZOgsIMByuolXVWb52kIvISy7Uwtu3YNZc+nFAUh4kKWjFcToDETaIFvvRA7HeSEhmQmNNia29c4HI7nJuJuRL1qKLoiWUKj96DkZnw8pOWmbktJgpXFoj9VT29ujM9HgrO0VJCcIKWhVEYD1NAsYZvghGagGOLSidnJ6Ab0VuR+xsJbq/QaRE8nLNbqvmS0VlHJu6j1Lmbp0hqHw/FcAQ1YYv1SLGCM/c++T21LTHRgC55eX++1lSHZ4aVMG7JpDYC32SDYMXAMMaFpA+igsGhfQSFpoeeTGvcqyWFQvhWUo0lq2hYKd27GrllDuz2JViuol9jQZmcLlfPsbJgtNJuhkU1NIbfmr6GLJKmhnnSx1gmuiXVOMWiQ44TG4XA8G7AztbCmQBCHqKSFDELdjVRCMzJSLL7E/5TO8Dnql53Z04y2CgnN0lJ45JEjyNVQPJamQXvFZWfCMgkad4b9Pz2dYt4aA4JLaAaKIS6dFYTAemG9pfDLCszIwRpbhssd2MUpgcJuRtd5WkGwoxnPtrAeFEWdCwtFO6ae99Ah5AtXHjoUjk1NBTuaJJ1ADV3U0A0BpNKJEFehEyzz07SOCa/MDofj2YISGqD4LVhD+E+SQ5frpaWCmDASMGd2jGVBfRFQPEPIzFqnVhLgLC2FsDXPPFN4j3K/0Qj8KE2BQ4fCIsJhY0A9Tm5pW+k2NMMC66s8ROigIDBt2VeGTsnLKHrta9blWkhagsd1wbN1bGy0S4GeNHwCZxdAmFksLmY5VXW0/GHDZeP1yuxwOJ5VqO6cMSrUd1oxNlb2bmLQGA7q9GqiuokSHJXQZMdUME01E0PfsO9k/8rFuwNaKPf5nMyqhGYbCY2umHki2wm6bX/2s5/FueeeizRNcckll+Db3/523/Rf+tKXcMEFFyBNU7zyla/E1772tdL5jY0N3HzzzTjzzDMxPj6Offv24aGHHiqlefrpp/GWt7wF09PTmJ2dxbXXXoulAXvtDjGhIUGxNjSxdLE0du2nmA2O1cdme+YxVXY0scXVFD2hF2zldjgcju1Ev9gztuMj2FfZwZxQksP0st/Nhim1nbGB86xtYm+/WmVPCWy+zt/pjT/7sz/DDTfcgA9+8IP467/+a7zqVa/C/v378dOf/jSa/lvf+hZ++Zd/Gddeey3+5m/+BldeeSWuvPJKfP/738/TfOITn8CnP/1p3Hbbbbj33nsxOTmJ/fv3oyWG4m95y1vwgx/8AHfffTe++tWv4r/8l/+C6667bqDvumNjY2NjoE/YZhw9ehQzMzMAPolQYalqikWHpF0M1UxAWULDpeUnUcQuoL3MJIKr9ySC6onqq53YsSPF/DwwMwOceWbwOuRaTnNzwJ49YWmERiMsh0Bpa5IAtc5argjuJvXcbKbdDtfUk24wFm4d640D4XA4HKcSVs+jiyUdOlS4E1HltLwczlO11G4HBtJoFPEqRkfDkgfj42Wbmjw4Fwp109xc7q791FOF49OTT4ZHPfJIodLnclKHDweV/8ICsLhINROXPVjJ9tsIHq1tAEcAXI8jR45geprhOE4tOC4d+f73Mc2lHk7kPouLmHnFK44rr5dccgl+9md/Fn/wB38AAOh2uzjnnHPw7ne/GzfddFNP+je/+c1YXl7GV7/61fzYpZdeigsvvBC33XYbNjY2cNZZZ+HGG2/Eb/7mbwIAjhw5gj179uD222/H1Vdfjfvvvx8vf/nL8Z3vfAcXX3wxAOCuu+7C61//ejz++OM466yzTrgM+mGIJTRWZ6rixTYCKz+KEBSPlZ0VXt25SX54nvdrSVpdzXsNGxvraDSCfQxtaLjG09JSUDdxFkHj4BwSo6G2dDRv16OjQUd88FANjz8OHMMEHA6HY+Cw0mCyiuXlQsdj03PQHh8HzjgjkBmSltnZciTgqanCpkaD683OYg31vM98/PFAVuwqCbrswcpK4FmHDwOLiwymajftw9mvbxNORt0kkqujR4+WttVoGHpgbW0N9913H/bt25cfq9Vq2LdvHw4cOBC95sCBA6X0ALB///48/Y9//GMsLCyU0szMzOCSSy7J0xw4cACzs7M5mQGAffv2oVar4d577z2BgtsahpjQtBCXzOjq2tStLqEgJ0wLlFVKa5JGRZfaaIhuyaCfjY0kRtWIbJzFlbVCj9xqodY6lvcnq6uhYTeb8RAQDofDcUqhEhpCY1NwzSXroq0xZ5TA0FpX09PohdcxSnCa5n0ng5TaBb11X+1qQroVeRFrgmAnuKcXzjnnHMzMzOTbLbfcEk13+PBhrK+vY8+ePaXje/bswcLCQvSahYWFvun5u1maF7zgBaXzSZJg165dlc89FXgeGGJwTSeFVS/FgitZCY2FkqOuSV9IXZSsaEwENkbua/wEC7pzK9ptlC9wd26Hw3Eq0M8+73j6mX5xaGLGrVu0EYxlIW43o6YEzxGcIi+nxx57rKRyGqM673mOISY0dQRPJ63QytgZ7VclLkCZ7FA1hSytXfODUpsUQdi1lu0HScroaDkmgp1V0DtRV4mtods7G2q10GhM5KSHzgXd+cCAa+iWA984HA7HiYIqpFinFUvHjkntYHTgpnQGKFyzgUInr9KZbOumE7kKiY/duTP0k4uLRZ9JMCQOJeEjI0C7naIc9Z2R4/WX4Tu2Cadoccrp6ekt2dDMzc1hZGQEBw8eLB0/ePAg5ufno9fMz8/3Tc/fgwcP4swzzyylufDCC/M01ui40+ng6aefrnzuqcAQq5zGEAx6SURq6DX+LQLilV27KZVZybZlhIqvBsR066ZdDa8PeOaZQjVEI342tvX1wr6OxIY2NiUI26m1jmlYBgDBIO7xx4NdjcPhcJw0MnfqbmMaa8lEQWoIDaAXUx3p4pK6PzcXvCJIWnjs7LNLRAaNBtaSCTSbgbioR9PMTHgcVUp2mbv19eLY+Diwc6c6fXAZG11gOJVtOFGv13HRRRfhnnvuyY91u13cc8892Lt3b/SavXv3ltIDwN13352nP++88zA/P19Kc/ToUdx77715mr1796LZbOK+++7L03z9619Ht9vFJZdccsrez2LIJTRcIZsqJSvm5GqrQEF0aijHo6H0Zid6+R8JDNdwKqRBrdY6Wq2RklRFG6CGblhZkX4h5o+Y/a/PpkBay+1w6OTUaAB7ZjcvEYfD4dgMjFLe6QB12y9p30S1EUUiQPBeUnA2RxKjBoQkPFy1N/PsbEXIChAEOkeOoGRXA5TNfLiRaz3zDIkMUPZqZX/dxrautv0sBNa74YYbcM011+Diiy/Ga17zGnzqU5/C8vIy3v72twMA3vrWt+KFL3xhbofz67/+6/i5n/s5/N7v/R7e8IY34Itf/CK++93v4nOf+xwAYMeOHXjPe96Dj370ozj//PNx3nnn4bd/+7dx1lln4corrwQAvOxlL8MVV1yBd7zjHbjtttvQbrdx/fXX4+qrrx6YhxMw1IQGOD4BVCxg0XrF8Sqo2qp4dpXOl7OPkvrTzoj0gk4HQL2nTnc6iFd0V0E5HI7N0G+QtOe0fxodLYwER0fLv/YajTFznKjqDvudf87iWSA0b37zm3Ho0CHcfPPNWFhYwIUXXoi77rorN+p99NFHUasV49Vll12GO++8Ex/4wAfw/ve/H+effz6+/OUv4xWveEWe5r3vfS+Wl5dx3XXXodls4rWvfS3uuusupOLx9oUvfAHXX389Lr/8ctRqNVx11VX49Kc/feLvvgU8T+LQMEqkej2tI7B0jSYMFFF/Ca7OuhNBRUU1VoqwDH2KEIeG8WjmAKTYsWMac3PBY/HccwvPREpi5+bC/tlnh0nN1FTYbzQkFg1FMWwEmVh2DfVcTUU7nJecvVa2LKZPuMPhcFRB1UbZL0NCJAlQ7xxDqbOhrgcoezkQO3cW56yRL6MG87nUn4sKi33bykox4aOrNru0hYVwjFlZWQneTY88Es7TnDB4RtFFm6E5WgihOujluozg5frO7YlD8+STJ/WMo0ePYubMMwea19MZQy6hAXrXZZpEqNwkOwySt4zCUIx2NLSXmUY5Ng1QGALrgpW0uxnB2FhoVMvLYRsdLezB1CBYJTVUPU2kRoYKhBNZC643Gqg3UqRpDc88E65fQx0dBHFt6BvqqKN5qgvT4XAME7KInl3UelQ2dYavUFKi6y1Z42GSFsKe5zGSGXaEc3P588mVxsdDf0jV0tIS8r5OH6HEh4+anQ2kJ8znGIJjHIHAqPv2s4BnQULzfMLzrHQsAWkjVPQGClsatZ3R69qSntbxamjGa4LEh5JX1QVrLCm77D1QGLWlaa2sLNOeRphQPUkwNTWRN3gG6uSkZ1eV+srhcDgAdJN6qWspgX1NTF2k5EXPaxqGP9cH0IupMY3a0lGg1cJap9bzbBXm8NIjRwqvUR63y8co59rY0PgyVvKu2EbXbic0A8XztHRiFXsrMQuqzlN9FU9npbInjIj7ZJJWm904HA5HD8ygqIJgrliQn4jZ0FhiUxVvRomOVUFJmphXeFV/pjaH/cJwPVfH/S5q+dpUJ3q9oxrP0c9+KkDJyTjKZIVqJaBs7T4q6Uh4aBFPbym1mKfLNu/DFVzDrKXVKiYobFwrK8XyJTT+B8oCmJz42MZvzf6zC+ppiqRRz5MARfwbtPq0eIfD8fyDieKrEcwBY9Mbsa8BUKiLKghKdJ/SHHvPNI2a4rTbxTJRmm0gHNcFuhn+gvG+aHY4Ojqa3ZMRgRl7bBKFRL6F43P8cDyXMcSEZgTF6zHAEo2CR1HEIiDGszTPoIhRwIq+gsIAmKSHDWINBWmiy/c62u0WVlZSzM6GVOvrhS2NxpDSmREbZacD1DVoFXVK7DxUhNvpoJalnUhTpLuDQV8N3ZDffoGxHA7H8wtJgrV0OnQf4kFNyYxOsupJgm4S+shaKn2JLiKZ3bNkxMIb9CE7NXSD6gk1dJrFGpaEGvbyVvT6Xloq1rdUO+WpqcKPYnIyOF4888woWq0aQn89itBXA0VwvW0Mqodez/cTud5RjSEmNEAgGJMoCAhtXKYRCAiZeytLR+8nuwp3C4X9DUmOrve0hnLgvkJao/peu/SJbfuqE06SGmrqGRCLTUORDH8bjUIgaTsTbwkOhyNJcgKgdr2UeCg3oX0NkE2w2O+obUx2z/ycdmo8J/fi6VpnLfdoInTeZZ2pgJBX5lsdp4DQr87OliVNFCStr4+g3Wa/rkH0VFK/PXBCM1gMsUJOA+nZfUT29Vit4tzxFdd6H5Oc49bx2pqseiq7xdI7HI7nN7JOp8ohYSvXEvkiuluxp5FjsW4sBu3GYna0VZotPUaSVl42KjYuDPEw+DzDEEtopqAqoCBapOpJVUeKGoL0hionoJDYUK3E45TiqPW8tpxwb+tSCJSdlSy0Idet3pqg0jhGZPRBVkJjFeacaTkcjuGDFQVnkXhXm+VuIyYp1v0kCRKWWiMkXOvU0GkFKXLxKFHfJ/WwCXqIS5Kgk0lgVN2kXZM9TokM1fhAsEtsNIDdu4tj6ta9uhrsFlutSRTr9tFuZhRBMr+6SUGeOriEZrAY4tFsFoGgLCOokibRK3JU1dJK9qtLorPBcgGzOgKxGUWZ0PBeTM8Vt4vlD9ggR0fjPERnEUWlrQWhKBXIGpSB4D7PaQ+lLZuERheNUpLkcDiGDxJnRmPjKewg2WqF/kgnXeGaWsnmb309pKMhsWrIdVkCq14HwpIKNAS20iFqtbivW5oG2xhe22oVsWkWFsrOGGlaEJ6VlUm0WowxtoLQR3NMcJXTsGCICc0UgB0oAuqRuKQobGV0FkGbmFkUNjAqkrSrbtPAzC54ybWfQnpGsrTruJXWb0JvxPC84fMAFci8KVDuJSi1YVoeZ2+ikYfZiyj5cTgcQ4c11NGRKLt2DSSVxAC9E62pqfDLaLxqd6O2LKriUR+GkZEi/lbZ7Ca+NIyda1lzQfaj7M6Wl4PEhoRG09CrdH09BDA+fHhUPKkoda8DGKpg+c9rDPFopotSAmUWTjdsayszYq7rl6ZK/6r/9fknARtoJmaMBxTKcdtL6XVKZqyi2uFwDA+M7Qq3UqwZAR0WLOisoP9jNsF6n5OVJFiJtUp5rPFyzHSn0yneUW1pAqHhJFQnotsDGwjwRK53VGOIR7E1BAmNrQEkInTjVut3PafXxVZjJZnhuRQF408RJDi1vGGxkXGGoMdiyC34mxFltw1go1C1k8SbyNPzd2UlTNko2eFCUw6H4/SFikySJJduqEZaof9XV+MD7uhocS0lNLH5FdCratIFuXncXmNNBav6RHqMMqK6NQlkyAvNazUoSaeX6vbAVU6DxRATmlWUpSXKwnl8Rf7vjNxDjYlV11pDoXriWlBUQRXEZseOkJ7cotUK8RGsXjk2K0pToNY6Vhyw05GYMnt9PZCUqanw305tONWi/Pjxxws11AUXOKFxOE53ZJ1NN53IB/Z2OzRxrnukSbVbUZdogqSAdjdVEc+rvJFiafS+KimycXD4LJKAnTsLFT7VWip52rkz3IO2NNZWKLy7Tla5nt8xOIYDQ0xoVlB4NRGqfmJMGqqUaCDWkjS8Vg2BaSFPMkNLebsfnsVGTH7BDiXmhqjH8hW3iZh8lRZxtJZbXQ1KZSC0bBIdhidmy2cIThKbw4fDUt8Oh+P0RkZoms1ACMbHC9sXlb7EJCeM/aL2K4SV7qiEuUobHnN0oHRnZaVMYPjbaISge083e12pNfyNXfib5/V5/SU0ANfdK/r8wcMlNIPFEBOa44WNT2AXp7TW8Go/MxJJU+srgak6flLxadRGhu5UZFI2LRB6Orb8U7LYlMPheLbRRa1kKnc8sOlVSkJUTcqsZhwoS2BiXcxm8WSUFJXjycTzafNDz1JzVxTOIsB2Lk7phGawGGJCQykJQ1yz0tJQl/FogIKErJtrua9IUb43JTP10v80HcH4eDGrYORKNWvJ7WQycFaTpuj1V4xNN2jFZ41zeI5QlVSsRSRJUFVRBcXt7LNdDeVwPJdhdddpWpLG0LU5ZrNi5zlMt5Jp4q0hMBD6JrpqVxnlbiWbFBprfmLkRg2VKWlqt0M+2DVZ6RNX5KY9jkql2m115tB+e3vgRsGDxRATmgmE1+MSByQ1JDS2Iq/JOVZ06+VE1RRJjDUEHsfoaJoHf5qcDOYsk5NF/AQSGq7lxP+dTkF46kkXaGW1nopi+kESMWmLEhzrmsDpTcy9IUmAgwfDPRinptUCXvc64KUv3VJpOxyObYbOipIkuGh3gMXF3rkQ50M0rAXK5ndAkZ5aa4VKXnTOxH2NFMGs6bXs64jYPKmGbmk1at5jcrIwDyR5oas2769Gwmka+t319V47moLIAIVh8ERvZhynJYaY0FjCQomFuuqNyv8WylGB02zrojAeBop1oCDpwrNGR1M0GqGx0mloZibMRkhyKIUZGysaOTuUNAUm0m5ZGqMuCnYqpIRlRfIYU0MBxYpuQFkVlSTBjubw4cKirtUCXvEKJzQOx3MdSVhEcqlZ9vBh86YR7eRkmYxo9AZKP3it9T3ghEvVPqp64tZsFtdp2iTJ7ALV/s86LHQ6QDqRkyd11ux0gMceKzycOElcXCwulyXtSmRO3bjDuk4cF+jI4V5Ow4IhJjSUrKhty7o5j02OV631FFsLZKS0wBsbohWt2siattH3yIF1qrWZXHd9vbcXIpnZTFap0xwuaeutx+F4bkPcs2P2LlUa5s1M5mLX2WNKWqxEZlNbQE1U0c/YsBaqrmEfagXOscV/e2H77+2DE5rBYogJDcWJseP8JZnpokxkgLiKimtD2YB6QQU1Olrob9VWJk3DjEIdjvjLa/IG2EFvkIWYHc3KSpm4WMJSFT0rpsQ1sSvyKdGhQ8Ajj5TTzs+XZccOh2N7YEf4rL12s3hX2rRjTZyIpbH7m3lhAqGfYxfDazSdTtyi77IJNJ8rK2Whso01o8+03WYvCVC3bRtzzHE6Y4gJjRKSfmm4zIFdSl7dtzWInhoOF0Zlo6MjaDQCcaGKSdVPlNYwjf7SdqaGbmEvQwmJbblV0hdttVULpFRN10hgkqTsG/kP/1B4QjHta1/rLt4Ox3ajymUySXrmP7arsNIM7R7UDVphSQ0nXXSgBIpJmfIsO9cREx/kw430J13USlPDWmlyWRYcMxIFu0i1DaL63gqY1TC6HMGYE17aV24PXEIzWAw5odkMJDNc14nEhRGEgULPSpuc9Z70O3aM5sSEpIUkhYSGUpvJyRAAyhKf6Ua3qO1skep2wBYZIypAObADW731c1RiYnVdtBbUnunxxwubGvZcr3iFExqH49lARELTTcJaTbrqSUzyonFjYkLamFRGpS5KVBjfxsZ9AeLLyNWTwti3xglmRmZiGdDXZFBAdkHstniMxEXXytOAgq1WMSdbXwc2NlQq05bf7YETmsFiiAnN8UDVSIxRYO1qrJqp8H6yLol2nyomoOhY+FuomvrYzuTZPE6fP+vCoL/MoO3J9AVsbPGtKN8dDse2IqZxrkI/TQ+7gpi2mt3IZs9hdIitPO9koATOgsfdxfn5hyEmNJSgqKQF8t/GnFHj4VH5rUsa3YiRvLGrUbC6ZPOXUhtulORMpF1gSVRLVl5KFwQbAE8Jiw0awd5J0yhsT0B5Ll+Aqid1l0iS4NN5+HCZtdmlxB0Ox8mhqj3pJCQzBj7eS+2+vY6TLUpb9H7q1FD1vJGR3i4nl8zIQ+mmrTehPVA/SQYnhKurhbZc34ubddIINjgj2NjQfp7L22wPPA7NYDHEo9AEAAZdoIhRKzHVTYRavtdNel3OoCb7gfDQsJcqJLpoK4GZnQ32tIxNw/PTOFosQElVky68srhYLFWgJIctg5Z5lAMr7MIsJEOcglnJDGXI7AGsD2iSBBUUUPiAJglw7rlOaByOUwVrgVslRRVCo95G1qbFDqCUojCdNeilCkeXQNBVVFTYa+cydrWV0jso68iO9S5wEO/mCDvv4vtpV8dzDGYKFF3Y+jqD69GUwEYNHixc5TRYDPEoxAUj1xEMfEdRMHFVKWngPELJDSv+qBwrS2y0cTFCJQ2BVRLDwHokOBNpF3h4oWiJXP2awe2AIBFptcIxQoPt8aZWcd5PNbS+HjbtjTiFoTtBo1FWXhOHDxeBIKhId88nh+PUQgb96GSBhKbVe4nuK2khVMKix9kdsMkznouupmJ5Fq9TQ2QbRC8/YVkHMyaJq2yA9L1U8g30dlHKB9k1Mk/ttkYLTlGOReY43THEhKYOYEe2b9VE9HyKxaixaqVYtGBFrdSA1FVRjdisGipJ0Bswz8paQ+uLt/KYW7ft+GKLrvBYbNoWewElS3yu3tMlMw7H4BDTDUVAFYy9JLZAJNPrnKdCAASgN10sOzHbmSoutlVsRT1DtVIMdq5mrqzYHyxcQjNYxCR+pwQf+9jHcNlll2FiYgKzs7NbumZjYwM333wzzjzzTIyPj2Pfvn146KGHTjAHVQRFz9tKrf9r6F1wkhIb2tjUsWPHSFRfS4yOBqmNNTmpJ91eotBqBQkJzfOXl0MvxZgzsfg06hGlS9CyN9BFXSyZUbIUU87G1mlQqc7oaBEcQsXJLq1xOE4MdpKi/tSR0UwlFmNjhTcl99lEtW9SlYw9pmkJ3oNZiPVzQO+1+XmrarIvwN9sn4dsvlUVRWi0Y3tLLc7+tifb77Z9MpujGgObXq+treFNb3oT9u7diz/5kz/Z0jWf+MQn8OlPfxp33HEHzjvvPPz2b/829u/fjx/+8IdIT3iQZHwZVlqNO6BERSs1SUzdpBlBoXcNxIYdiBVsAIX6ibY1QKFu6ok1Q7XSykphM0P7mSoyoxKeRqO8D/ROkWItQpXefAF9EbW6U9sbsrTR0SIfqmfz1udwbA3aRq1nIVA9Qeh0MJEmpbWP1PxNb6/cSJcGaLcLDTPTWtUSUHQPSmh4jRIMS3zy2Fp8D8s85EHdTNqtRaK2PmpToySH80AeJxHSLlLfrdXiPJ62lRvx8h0A3Ch4sBgYofnwhz8MALj99tu3lH5jYwOf+tSn8IEPfAD/8l/+SwDAn/7pn2LPnj348pe/jKuvvjp63erqKlYpawVw9OjRbG8dwSi4i0BMaDfDgEoaS4bpCRr+puj1lOKxEYyOhhW1bWRghnShUVqjURxLU6DWfLpMUGg3Q4LTbof/XI2NUJsWldB0OsGORcE0quAGyrMlu56KWvKpZR+vb7V6lwfXaFbZYlVrqKO+RVG5w+FA2WYmJm6wOiGR7tayYxMpR/EOJrJ2vdYpSAKJhw721qOp0ykb0jK9Gt+q4FYXuFSJT6cjUuhWC2g00E3qIa9Z3rtJmGzSAyom/VGVPddxUpsZ/pchAOPjxQKbSnZ4n9HRESFhVRHlHacjBqZyOl78+Mc/xsLCAvbt25cfm5mZwSWXXIIDBw5UXnfLLbdgZmYm384555zsjDX61Ve1FThmGAxzzEpqirWbdEZTJYYtwcoQqWJiAD1tueo2beWOOj2x0htNr8+1iElStBcZGSl6MCtTjrmDJ3FXUofDsQVU6Rj6tV0rsZW+wKqY1KVam7K6aFtfAf1VUsR7Vql7Ytm1iXiM7tpAIDiWv8WKQCU3VVot1bpX589VTsOCgUlojhcLmTvwnj17Ssf37NmTn4vhfe97H2644Yb8/9GjRzNSU0VQKH3R/9znNXXzX2PSjOTXWR00tTAaEpzQNZtKEpZOpxzKsl8t3oys8L+6HFgjXk6DmF5lu7a12P/qHmFnlLIlSb3cM1pZuHpsORzPB/RrW9ZIRNum1a+oKEVhR/3st5YdV3UOEPcXsFmwx4FyZAiSiX4kRh+SJAAipAYgianledV82uLQ55tH9BSLCpSXlmKZ0/Fg8DhZUuKEpj+Oi9DcdNNN+N3f/d2+ae6//35ccMEFJ5Wp48HY2BjGqM8pQQPrqQGwqpjWIumBwuhXCRBj0Yxix46R3D5GY81MTRX/6U1NqCoqH9ipQlpZKS9vQFdtEhIlJkBZBcQpE1urdoBAXP+u55UEUd5sew/LzniM1zN/S0tAkqA+VxgPH2vVsLgYXilopSbwoqTZmyeHY5jRT+qibUlDNiiRUfWutkWdlFjyI7+1JEGa1ku31qxoc7frOumt7RIDm74zkOuwap21/GKSllwtlSRRwqICpzQtpEsaGouxaexjkyRowTmH6nQsqaGd5HNmXu84SRzXl7zxxhvxtre9rW+al7zkJSeUkfnMBuTgwYM488wz8+MHDx7EhRdeeAJ35Kvp4pQqYVkHcBQF4aFtDBAnM5NI05GSDS0JDRs6/zMODfW+QNifmsras9qdUAFMEqOtT1t0s1k8bHEx3JQ3Z/yYEDWqTEDU2k9/82IyvRNVS0BZvsxfO0Wga3mS5IQGaYpuYzo3DXrySeCpp0IIm7PPBl60fXzX4XhuwI7OMTbBEZfH1cA+1vbsfxq46KSE9wFQT5NcCsLHTU4Wl8ckNCpYTZKQnlITHhsbK7qiWNDwY61aiLmV5amLWmGOp+QuqfcIjrW46Pewvh6KSbsn2vMA5eMkNJpfANixYwQbG10UpGZ74BKaweK4CM3u3buxe/fugWTkvPPOw/z8PO65556cwBw9ehT33nsv3vnOd57AHa0btrpvj6LXbkYrtiU29dwAWNeAtHFlqHIaGSmkMTY2QykEuG5shVYaox0hmRSJC1CenqgtDjPJVhxbBpf3186y0wnP0Wha0eIdKV4woirT/nl5ORCbw4fLC9o5HM8b2Pau0lUGhWGIBqBw72G719Ul7X0Jih9s7Chp41RBkdjw0RrHJqbKITRSb2xwjamfWi1gQshLaVAX5mRX2tYuMQa7Yjjfwfa53HpN/tTcYHvghGawGJis7dFHH8XTTz+NRx99FOvr6/je974HAHjpS1+KRjaqXXDBBbjlllvwS7/0S9ixYwfe85734KMf/SjOP//83G37rLPOwpVXXnkSOVEXPZh9NRS2KimNQVOs10RbGEtk6LpNESh5AL2gSlqbmCJYexQej9V+JT9suZZ0xFbk1mkPj1UpvymG0mdZFZW9F8lUttVnu0jTGhqNMKtTaVYPq7EkzuE4naGG/HqMUllOFlQqyjakfcDKStloJWYEYiOCx9Rath+RtruZ/YtqsZJk87VpS91DdvPYXKo0uTPnCLVRVOjaeXoduWAslk6nUxZoF8XRmwfH6YuBEZqbb74Zd9xxR/7/1a9+NQDgG9/4Bl73utcBAB588EEcOXIkT/Pe974Xy8vLuO6669BsNvHa174Wd9111wnGoKFbNtdl0kUpdWHKdZSJDe1neH4UO3YUhIGhVtR+Zvfu8qDN43TX3rkzc9dGt4g/A5R7CM7GVD6qC1KOjBS+iLZXIQFhi+WsDiiLsK0SnMcU6spNyYuWf9VCl5Q7M++dDiYaDZx99i6MjQV1G8vkWDKdZ2llJZRPvfWT3vs6HKcjDh/uJR8aX4ptWoOqAL26nrGxcA3Px9oewUnNyEhBlDQeFHU8YlOTJPX8ELXYChXesgvQ7PBX178tr25Qy7Oh71lDN0hs1BAGxT1VsDwzU2jode6nSxrwdVmcKkXisnjKHckRwzFrSzlYeByawWJghOb222/fNAbNxkY5oNGOHTvwkY98BB/5yEdOQQ5IVEhaGIdGjYQ16J6SHLWfqZcEClxUcmYm/B8dLQyAlcjQjoa2NHmjpj2MkgarbooRGqCsemIHpsprQqUdalejHVzV1EzP68yRoAuXTneo5uKskzZAjQZqrRb2zM5i586J/HYLC8Vrsp9/kdvlOYYFhw4FozEF23GzWbSTkv2ImWSwrZJB9NMDsT/gZEXVzRzx1aA4YwK1JEE9ATihqxIIa3YYbkoD6Cnh0Tg1fFy9c6ys9tZ+zrxPrbOWHQ/9xc6dhWne4cNFct1svD7tCpvNMA+MnV9dHcHGRgvbSWhc5TRYPA+GkZr8WkmNDcOjxsDFfqyv4aqzakvDjTY0umJtSd0UUzmpRR6PK5kBCrWOlVhZlZNVScWeq4jlJ5a/2Hmg6LnGx4veR/X5SYJ6A5iZmci9nch/lpaC9Aaz8aw5HKcdaDSmYPtTD0YrkWEfoB0OyYpGsAN6QyjYkLoxFbPNT/abJNVGsbyNXeGEWQN6Tf7a7bItc3QC1a8v6nSArDjqSVBd6ytZu5iYuRDP8Tobq2YzVZvj9MQQf1b1ZrIGwLGlD4De9ZtGsGNHOKezAduoKB3mPm1otOGkKmKN6bVjtinR1xrpL3q2abcCJSv9JDdA9Up1FLewo1VCk2HnzomSQXWnI2HX9T4KXxfK8VyDqpOqCL61CVO7Ge0HeI+Y0QcnClULygLVRvtMXyXZEb3RZrN+tT9hk7ddCw2LFaWuRPVXVeSq6tqKY+xrY8shEBRc6dI0qn4qVt7eHriEZrAYYkLDNZeISQQDMF3LSWcmVDUFNdOOHaP54m5WnaRGwZTEjI8H1ZMuZ8StnnQLVQx16BqDht4NVS2SsWnIlHShSXWx5nk1FtawoBbaiSo7I1T/rveIGR0zD8TSUnj5ZjMYGE1NoT53GLsaDexqNIC5UIDdpI5a6xjwcDPe0dmAPg7Hs4lOB3jkkbINDI+z/j/ySNl2TScwPB4jG1U2bton2JmUgv9XV8uLL1lk13ZF1cTYnvqa+lg1ywHKwiJyLgqJlDz0LMIbk0xZ0UqS5K/CPDJMBrsjepFqsVM6ru9iNfFqthOkOyk2NsR3fcBwQjNYDC2hSZJRdDp1FPrRcRTxZlT1pO7c4f/o6GiPuoj2MEpobNyZuble4lNPukH5q4SGAVoYVGFlJRAW7aRYcyk3bbUCMSChAYpjOl2yBryx6L763xIa7Wi0U2aeYsSIaXTm+tRTIe3MTOHqNTtb9ExZIdb4zKpZLdM6HM8FdDrAQw+VF421A7XGkdJJgf63kxLaprFzsZMIQslM7jYo6dg30EMqpqLOrtesWbWRfWXOTxgLptMpdz28njaDPWSGiaxUivs8nrX3Grp5vBpmeXa2mAeOjxfLLjCNxqkhsVKJ+spKMccCwvnxcWBjY2Tbgpe7UfBgMbSEJk05vga1U/BUGsXGhjUQ1tg0Abp8kaqMOLbqMU1n0+T6Y5XI0C6GSl3Kc20Dt2BHRZJia3YsZoxOlfpBlc4x9GuBMVWRzrg6naKgVlcDsVFSQ6grg87afErieK5BLU1jEb2tREKN5pXIEGoXQ51ITD3EtsTOptWKB3ZSSam2Rbkf105S+5IYd7KvosbAmv2oZiumVovlqUINFWLmFHaO2kWw67DrTqVpIezWvGgx2Tlc7TmzoqHjZDG0hCZJgB07RhEcqUaMJqc3IvCOHSN5Rde1mDjO20bAhsRzNg1JUc9MjQSGaqaqgdv2LhrcBihsadRdUze9R5VqSY9baY69LtbjWTJjez+gmD7xPzt27ZXoKWU7e0q1+kFFaQ7HqYYl6lXxkmLtHChGYEtmNKgeUExIVEIay4OCaarsaKrUTSbLVcljl1dJCCyBqMyPJTlbgJ3nsduIdW9AeR4XmyOyb2aXtp2ExlVOg8XQEhpqZ1qtorGHPmQE6+uFRMZ6PHKjIIGS3Zi6ifYyMzNFrBkGktu9G8E2RCUzVDetrJSP29mdsiYg9CKzs8W+zui4T8s3tUi24iMVaes5FXkzFjo7WM0fsDlpsZsVc9m8aK8UGzwOHQpuUPo83rPVAv7JPwGyGEcOxylDTGXETSNja1rbnjXYpCUyQJmIUJXM9mCJk52UqEslO6wYtFPLrummEyVPQzvnYDZtVqlN4201BmB0nrRk3iFG9mxejQhmIk1KK3FbtVfuVICiqNM0dGNKZuh8OToa+mra4ayuAt1tjK3nhGawGFpCMzERxkH2PazQQFxYQQNgneynaTkwHklOmhb2Mo1GOE+yMzkZ/teaT5dJjNrNUPJg9eoacE/FymzFzzxTEA0lO8ysJTIx4mAJzchIEfVOO0b1yFhc7O35rNLddur638KySP0oek8q7rWj4zsAhWjeCY3jVMMSFLbfmLEvUE6n18Ukj0CvepeSVXoKaswWoDzBAcoxZ9gxEVRJq6ul9CnUgFFrpq+j3krLy2XORP8Fzq3UvmVysizZrqFbntTE+gNlIDpJ4X52bS1NwSB97Gdplsj529gYcORIcQsWgz6Gt52bK3fNjFfqOP0xtIRmdDQ0slg7irTxvE2R0HQ6RT+hQfSskMPazbBR90heGK7SbnxYlVRDiQglJtynqsZ2XlYyozJaK5nhfVQsBRQWdOxYqJiOyahjdgMM8c78WSNIPld/gaJHpWcXj+ksl73s8nKI0udwnGpYkq4Tk9g0mWlVKmMnAgQN/WOqIvWP1nvrL89z6+e6bdLT0FZtmu3j7Csp97JmboR2PyUyQ2mLlc7wBso07IPtQ9CbVLtHSoyU99E+SE0CdB7VT4s4CLiEZrAYWkJTJY2xx+zYr+uEaAwDbQyMOaOLUWr/0tOg7RTIHlOJBo/Faj4zZTswm4EYY9OC4YvGXpCdCFfi5DGNJ673YsfDfOsvUCYzuhyuLteg4dr1Gh6zhIbv3G6HAWZhIS7pib2/wwH0ukcD5fprOwydBMTqfYwR9IMl9MDmLiy2btvFjPR/zPCvTx7ZNXFuFIvMEMterH/NL9D9WJ8WS1NxLizVEKQ0NXQxNlbrKXb7epo3nYwSLCIVbg0aTmgGi6ElNDMzZYJvx1weU02L1YJQ8qKuiOqmzfNTU8XxibRbzOJ0ZkfSwvVcrEg75rZsO02KnYiYvYyKm9S3HCjbylhX0djgz/WZgOJd1NUgll/2jDpTtbYEMTsCSzqEBHVRXkIu0YVnvv994KtfjdsG8UNdcAEcDsWxdFe+fhGrIL2ga61jZd2FHSmXlwsDDOqy+0lLlGioEb+VTtq0li3YOk5dC9OpmEQ9CbM+oJvUS92RmvpogDoVuAJFjBl2R7qSiu0+aq1jvQQmFntHy5ZSGiWSaiOQpatJH7FzZz0PTK6CIN6a8WhIVtiHW6044POdYcLQEpozzigMv4CgN2XjpWhSSUzMfnZ2tkjD4zMzgcBoAD2Sm+lGt2wb02oFu5fFxaLzs7Y0VAarNEI7OLV4U4s4IpZ51Z9lQe16VE1AOK4dqu2dVOa8uhrOLS6WmaJ2PEpa9DcTv68B6CCQE/6i3Q7xmbNfC0tmdCGLBED6ne8ECc0ZZxTRDVkGc3PAC1/ohMbRg0ceKa8NBADz86w2E6jPCnFXtS2lia1WOXhdPymIJSwkMlZCw0VoY246Vs/NjZ2TSmlVD04y05guLdSoZEYJi9UK8fXY5ahpj+VYuRNETNJsN7WdUdtBKzlTdbmUc73TQj1JkM5N5N0qk5KY0pCZ+5OT4T0PHy6KvNEA1rZvKSePQzNgDC2hmZwEduwo/s/OFu2IJho08E2SwisKKBMV25+oNxMbTt7fWYNYSmTURTtmNGulM8ykZhwoHqYtoh+hSdNipqbsjdDAXHo/JTRAvAWOjZVnWUxD6QwlMZl0pgPkhEY3oFhwghsJTJJd0zXniTqAbquF2kMPIX3ssUDQ5ucLC0V2mg6HQbMJPPlk2FdOQAN/pDXU2ZY4KhoPHAC93gZVap2YZyLbuAbLrAqdoJsa9Nvn8ZjpF2jGt7raS2aAXuGJvoqaugBlMx+6QOeLSqpdoF4cOxbrZ3RyFNMn8d2ye9bnUqRprdTUY6SLxykw4nvEolUMEpwfnsz1jmoMLaGJ9S12EmUlxbbN2LRqO8tzuo8lkcz0U5baqZDalsTS6gv0e1Hb8emsTXvtqkKy1/P5FGFrD6Dibe2IaLgM9EwnupGNxxOTpgaR4ph7AAWxyc/bqQvzw6hfWkax35gKzXH6wX5Xu5/BmmQRnY6uQlILag4l7jqKW08DwtqyEJupmPq9Q593ye+p7dxsnT7vu9X/+vqVJEAJSuxGVXYzVZOnqjRs050OgHplMWr3ZN+F7xFilTmGAUNLaNIUqMtSTbQ/VekxUHbXtiJUbvRsVtsZCgHSFKh3jgHNVnmtJqqVrNKanWCV3Yz2OqOjZR29vpzuWzUTX0b9zClusjYmCkuMtOPgjMn2Zjqt4xRIz2eSGlU1qaTGqpNqkX39b4/zXP6haBvEj0VFO8slK6tjrTCra4sr6jR+Asdpjuwbr3VqheY3m5FrU2PzBEK1Xl8vnOr4P0hip5E0poMEgifZrklstE2RVLCNWsmLtUpVKQ0RkbD0dE4Wet6om9ZQLwmImS2V1gC9gpIqwZO+nk4ES7Dkg/sqHuJHsW7tloyy77ESs+zeaVpHp1N2giQajUJjznfnmlC8hUryBw2X0AwWQ0toZmbKIblVi2Pbi/YT7AtoezM6Wl7HaW6u4AJBZ2zIC/cPHy4eThuazVRN6hFE/fjiYqHrIlTPrBknyyJ54eDOdZSYTl9aYacxam3X6RTXqluAem3prNWom0hmSGiU1ABltRKy37r8T1DYzfB86RodXOziWiQ0SYK1ZALPHAIOHix45qFDwPnnA//tPBynOfh9n3qqPJ9QVQNQLLcEFM2Jx2j6labhWKhSdUyz8duTbE9qG0JyHQtVUAWVrrCtxciMbbc0DlYik7X3tWQij7WigmG+I6MrAIV9x9hYmYfZ7sJmIUkAtDrFH9uvKaGhK/vISNwFPubGzfLjREUnba0WagCmGymAWslhUrVv/PatVqHFZ51wQjM8GFpCw1Ww7exDdar8rw12ZqaYgZDFT06G9jMzE37z1bOtNEZ7UBtSM+aazdkJO7pYAK6Yp4UayqkRkDZ47X2Yjh1d9r+bBBEWF4LrdIB6IhZyNr/srIDwPLpNx1RVQP4uSmZ0n+RG1UxKYPirdjVdxCU3pSjJlp2y7JMk79wPHy4Eak8+mfFFJzSnPVqtEGCt2Sw2baaEDaxrNUhAmfCE3zrqbEN8mA2ZoBfo+mqqFtKbA0UfUKX+VUmN2s2oMUtFkKylZtzJiPvqJGFVMiQ+1k5XBbhAFqZCT/JmmkhtClkeNOrRj8F3ohhFy0cfzkzJiyVJvcdMkFDpFPt2vv92kgQ3Ch4shpbQAOWF1KrEp9pHxMwrtK/Iz2nv0G8jNjsPxGuqXWQuKtuNZJj/N4lPU5C8YqG6etqnSlixeqW8ueIdELehAeK2Mkp0NoWd9tgBINvoQa5CMjqg5QOVRZVe36dL24Mq2ybbkLcISiE2S8Oqq+Nm3XYSVuqi51VCs1XEOiJ7b6Jqqp+l66IWNcvTQTxmFGwFtf2y2hdVN9G+jPv2XZTMbHZPITSxKsHwWbafBzYXmjlOLwwtoZmZCQIL1n/twKy6Wic2GpqF2+xsIQCpodtrI2OlM1yriQ+3gR+4z8B1sV6HoOpJ3RxtxhuNwjWbHk20neE1onJa69TQWiqyqA28ldak0deRJPUgkbLTVXUjV6U0IbYzdlsz+5TaqLqJZCaVY1bNlMiGNA0fSfWD3J+bA+bmcLRVx8GD4dMdPlxIaZ58MhTZvS+cKMXbUGcUrRNJApzVOFrWYTgGg6Ul4KGHeoMqav0WKSSrJN14KXmJaTEINkkrUOAxDoiNBpDO1lHT+q4zHm2TeqOqqMD9UDVJ0fN8LsXRIoXlek0UDqvpij2m0gsWuZVk85EaSZ3rJXVRC21Xb0RprpJ/GvIAhRqeQW2sREc9oyz7VJUWM9npoJ52gbSWVwcRzKLTCVJYjgkqDN9Oo+BO5+QWw/Q5VH8MLaHZtSu0A1YATr5thWA/oaYl/NX1mvI+hY1JZdkUnZLQLC72rtVkCY1VXmsLS9PCBoUZ51IEfAlmSHXKGncmSYILM19mdrYnsFazWTbZiUm5Q9nVArFpJIXiWd/FxsYBKt21rf2MEhpKaerZ/wS9JMbGoUmAgswxQBC3M84Iq4TOz+Pp1gQWFkL8EZKYp54K+wsLQU1x8GDBMa05A9f0YjH/i3/WcEKzHVhaAu67ryxCSNPwbWdni2+ejbR1rKHRqPdwHdZphnpR6EKMOrYqieUiiEkCTLO+K5nQC4AyoVFsNiJVkReVCAFlAxEld41GsJtpFt2MdkHaFdlzWh6c2CmX0FWqgSJNpxPabOn9eMI+lA9YXi5bJDNoDEGja6BwJbWLM/E5PJYkqKcpGo1azoO4xAOzZgkd54vbBSc0g8U2Lpy+veAYNzZW2MRyvNeNtnQ2rgw7MAbMywd4JSTcGGfG6jB0QTsrwaHfKGNQxMTqPE8JTYyN6UtyUFfJTfbia6iXskwpxVNPle1Jms0QC9BmvdMB1jq1uAW1ZUCSfxIVEhhrQ2MlNy0UhEcD8amKSiU0NbWZ0TyR2M3OotuYzu0pKJk5cqR472YzEJ2/+ivg3nuBv/zLsM/tu98F/vZvQ1DiBx4AHn44KwvH4NFqhQLn9sgjYTt4sKi8OsB1OlEywypaNXhplFxtJ6z/NKJdWUH55qqzsCyoSrrSD1tNH7OZyf7bZaeUT+hmB3puGjaLWbIC2k6nbMaSH+SmejobNXx9vdyx2GVRmH51tXdtK/tCkWPK89gt2oWExeERU1Nb/zzDjqeffhpvectbMD09jdnZWVx77bVY2mTi1mq18K53vQtnnHEGGo0GrrrqKhw8eLCU5tFHH8Ub3vAGTExM4AUveAH+1//1f0VHxrMnn3wSv/Irv4J/9I/+EWq1Gt7znvecUP6HVkJDJwOiXx8RU1vrmo3ohLVEAMTtJ7RRqoJa02nj1gbcT4EbC5keQ79gXNl/a77Dx1eZ9eg+pcJANhPTe1cVtKgI1KDX7veLTWOvicIGKWMeRMQSe3c7a1WpuPahnNWzL9bPWbfGBlX7/XC8A97pgth79SufqnP2A+lgySm2ftBOB4nhErHqWWVbUtXMtjwz1jph68dmD9nKvXU/ZjdmoG09du5UIEiuKyRSQNlQR11PLfqp3qsQuZdK2Wy3wORqW72dNjTPdQnNW97yFjz55JO4++670W638fa3vx3XXXcd7rzzzsprfuM3fgN//ud/ji996UuYmZnB9ddfjze+8Y34y7/8SwDA+vo63vCGN2B+fh7f+ta38OSTT+Ktb30rRkdH8fGPfxwAsLq6it27d+MDH/gAPvnJT55w/oewJw2gmkD7FqA8INlOz0YKpiQXrU4x3bFLG3BKt7ISxKgqz7SKarosKqnh9M82Zg2HbheZsuJtDXusUopsW+vUcpV1s1lklVovZlmdp1SimyQhTbAhmAhiPbUfKLE/lGZblL5Q8qIbpTAkLZTGtFCok9ZQBNlTV+4agITlQjc0q3rLysHOuK105plnyqHftfjJVQm+drMJTMzP9Xq4xabCsY6aeX/pS6uNkU9nzM7i0YV6eemQRvittY6VdR7aTtiWqCs4dKh8nkYxNJJRj8I0BZpN1JIEjcYEgOKb6ro/liPp56kaU7W6Ry/WziQ2+VGVsrpyV6Fq5NJn6HpN0u7bi8XlfKwtYlsG9KQGithczCr7SqBsj6R9aAnWaEelKRT/ULerswfbSRP0jNKHM22zWf7faqHe6ITJRpIgnQ0xaigIpz2UHttut+3nKqG5//77cdddd+E73/kOLr74YgDAZz7zGbz+9a/HrbfeirPOOqvnmiNHjuBP/uRPcOedd+IXfuEXAACf//zn8bKXvQx/9Vd/hUsvvRT/6T/9J/zwhz/EX/zFX2DPnj248MIL8Tu/8zv4rd/6LXzoQx9CvV7Hueeei9///d8HAPzbf/tvT/gdhpbQnHFGWd9L6GCt2hJNp8sf1TprhcEJdTCcyusaTexkmcbKrG3Pwpklo3mppEEjALLBq1w0puKJLS6VhgByzLqK0y0fs2XEMZY8hcaAaQpMWHE6O1ftWLJFJUlaWgCOIU5qVA0FFJGD60Ap7ox1187fVY2AMwNgtaVZEvJCAkMbmsXFQHDIN/kaWj8IlfKH9WBq2DMlA+zCQnjAoSwQCuuDFX/xJmrvM2Q42qrjm9/sDUQ5OwvMz08EeyxtK4cPhw9Awybrb03RGcuKlqudTmHoMT6el/euc89FmoYakySFCZqavOk4y/WM+iGfQ1Spf3Wz53XiomEaYoH1tL7Ye6maSfXlYvCvt9F4M2zzWiVV060mfLbuK6Hh40ho8mUPeEN+U1UvMUMsdPVftt6cShLp3r2yUkwCGo1CJ6bW38yQWDXX0hT1JMGu2Qa6qJWIHE2httOG5lTh6NGjpf9jY2MY28x1bxMcOHAAs7OzOZkBgH379qFWq+Hee+/FL/3SL/Vcc99996HdbmPfvn35sQsuuAAvetGLcODAAVx66aU4cOAAXvnKV2LPnj15mv379+Od73wnfvCDH+DVr371SeVbMbSEZnoamJjo7RuAsiRibCxwBZ1I79wZjAvDKNspGg47WWJ9vUxs7MyctjKUzABhX3qR7uJiYQcClK10+Z/WeECvaInQXogRQrNoqbRTpoRG+xVrHBibfZFLFR4jtXwGFNXXZWVDyYslMZtJaNRdm1Fx6ui1oSkpwdV2hsfSNPf20H72yJEiVonadbda61hfHynZBlguwtdkP7pnZ1IU6KFD4aZPPAE8/nhhsKPGkECxUt6ZZwL/3X+HYUSzGeyNaFg/MxPa1cpK+L9rNikPgBSZPf54IIYkOBQd6ESAsxK2xUajiKrNdtJsYmJ2FrOzYYDn3MA2G/2+/YQiJZdf7RfIhGJtUqUzHMRjiI2oqlpTEQkzpCLk7P8a6j2meCxi8kErNLS3j82V1HdhZSVwytKKIkvmofw2zD+lMTxnxUO8OTsYJalAIaHhL78xSZGqHO2LcANQSxJMpCm62dSIWen21WmfWpyqODTnnHNO6fgHP/hBfOhDHzrxGwNYWFjAC17wgtKxJEmwa9cuLCwsVF5Tr9cxayZle/bsya9ZWFgokRme57lTiaElNFtRMdO72Y7JPTphuxHaodm0REyezfT2nHZ47XbRcO1LRHTlVbBRQG377/dqum+vrdsOfAv52sx+BpHz/Y71GGPavCRFrB37jrHPGO4+0jfY1qZFb5ctVulcLJ2V6ccestXv3e8Dxvb7oSo/W8xna6EYMMixObtvtzNXX5HmlfKnZMG2GU3DfbVdM1uS1HPVcywOCVFl2hEt+pOV+/NdqohM5YNRHfNmC6gSiJwIKqUam91QmVTVOb0XiY1mXl29LfGz1+uWpWO9S5LaVrqtU4pO5+RUXHzFxx57DNPT0/nxftKZm266Cb/7u7/b977333//iWfqOYShJTSzs0FCA8QnOUD4zxgrdeUOS63yTIJyWivO0JgzMdsJ3VR/3m6H2Seh65qww+J0SpcBt7MOmvBzKQI5v9ap4ZlnCluZWBY5AdYJE2+jt+NkixLu0VFgQhOpwYm8U4y0dGSjpCbmxQRJV0OvFCeH6oEYj0dsafie6oRmTaAC51gHsI52u4ZOZ6QUw4idnhZ9LjTTG9HuQ1USMTsJvdHiYpBGGLsnpCmOder5BJe3rpI4kpw3GpkKwPrnsyBow2DDw/JmeiPrPZapNSn1sqs3K+n90Y/Ca7Fa8zdJgnRsdBTYRZZjo02rCsFCBzPeUFe0Z7vKRJETc3PAVD1/PpsS11rlI9XwnfZ0+p3Hx82n1O+rhvFaH5TUKjmjWlnrsB3oYwO0EvgqMo+yxxazocf46RXaP1r+a8kev3Eel4uFq/U+Jp3RG8RmTFa9phM/SnC46NbqapFePaTUENI2GLXBAVBPU9Qb6bZKaE4VpqenS4SmH2688Ua87W1v65vmJS95Cebn5/HTn/60dLzT6eDpp5/G/Px89Lr5+Xmsra2h2WyWpDQHDx7Mr5mfn8e3v/3t0nX0gqq674liaAlN7alDqK+FClwHyiob+6sN0c6uVS9D0TjJDNOoTkPZAmMtLC8Xja3VCoNz1svzA3Tb7cJGhKJXoGxfoYMLdWUcvDVNkqC1VNiIKKnRLKou3U6EKd0XiS1tLgFkKgPKptmJsAyz/zEyo67ZSmhIXIAyoVmT/Q7KBChXR2gQPbGpoav68nLxKSh+pwp+ZQVot9sA1rO7r2Njo46VldF8oLPFT43W2BjK35s31vqkRtOEfjeqWebni/V30mk880zQXKntj9VecuBVk6H5eWBmpo49OxvFhQ89VKjC1Eef9Rcok8LZWeDss4sbzs2FNHNzWEsm8MjDhTZtYaGoS2petrwcXov1aGmpuA2r9K5zZ8tGGRpbhQvuAAVJ0XrGwQkor9fFekG1VEZqkp0TJXMOaqd4G5U4aHBNtbXP01iiYe1ftC9gA9QGpha43KdaSlkFC4/fR59jw5dn6XTsthMV7cqImMDNcg1VsTKmYK4V176S7wyEd9IFswhrfR8rT80QM2snTswYSQ3LkeXCySE/oE0v5LkWI10DwqmS0BwPdu/ejd27d2+abu/evWg2m7jvvvtw0UUXAQC+/vWvo9vt4pJLLolec9FFF2F0dBT33HMPrrrqKgDAgw8+iEcffRR79+7N7/uxj30MP/3pT3OV1t13343p6Wm8/OUvP/4X6oOhJTQ4cqQ8C1L1TaxBqeEaQfcXS2xikho9RoW1tfDPjtGuhJ463ewYSGqqXKGVzLChWgu9JMnXZapa8Fv7WtWWAeXZ9ORk2F9cLPoWmqj0zAwrPDZi0pmYDQ0JjW4dOW5j2eRgB6aeTSKdiUmnGN6iEJwVZCZgDevrZZm6ldDkgrEluSk3NWSIlYuSh2azWAE1u452PmpO8thjBTElAeUq8fPzwJ49IYYgsXt3HTXWzYMHw80eeQT48Y8D0z10KNg5ZQNtbpO0e3ewqFcGIi9P2+fHHw95euSRstcYy5hjS6dT1CM+otkM59fOzdZGUmLMZ3U6xa+2Y2XcrH/cZxvm4Mb2maaozyaYnQ2SGr11RMDRIyzS2Hn5DQx5z6ETIXUEIPjhSGzUHoTX89dKLCypsZmVLKhE0oYp0OyovRhQcCv7SvrKJYk3VfNWQkMRp8ZBsDdVBlW6KUqENG9wVr0PFK6sLFeKkq2bFu9pnx0LCjpAPBuEZqt42ctehiuuuALveMc7cNttt6HdbuP666/H1VdfnXs4PfHEE7j88svxp3/6p3jNa16DmZkZXHvttbjhhhuwa9cuTE9P493vfjf27t2LSy+9FADwi7/4i3j5y1+Of/2v/zU+8YlPYGFhAR/4wAfwrne9q6Qq+973vgcAWFpawqFDh/C9730P9Xr9uEjP8BKafrOAKpFn1WyCPUI/4xN7D3ZmKjbtY05v1S15UL0qxHph/Y28mn0Fa6AW29d0dmzpebZiE5eRmDqqZs5vGXy+CUEf+6RxMK/lp/abOPYktIl1wNMRosqQw3S6HAs4CJEnqXEnByMes8LH6I2yrZtJCpm0BiBptVBbXAwMxOqRMrD+kAwyX1ZIqQLRmP0Wz9W1LHRwjjGNGGylpe2ZtWXqdCDxbDdFTD1debIKsXAMQLkvsHZ0MfuQAaNfGxlYFizJsA+sak/ct4SIZE+PaxnHOjclTduE5zKhAYAvfOELuP7663H55ZejVqvhqquuwqc//en8fLvdxoMPPohjx47lxz75yU/maVdXV7F//3784R/+YX5+ZGQEX/3qV/HOd74Te/fuxeTkJK655hp85CMfKT1bvZ3uu+8+3HnnnXjxi1+MRx55ZMv5H15Cc+RI+I3JUfW/Tl3YIRLW6EQHhSoJDadE/AVyqUysc8ulM/wPGdh5H6pVLHQaKe6bVdldWQnFwoEx1pa1rdsxQQezbjqBWto6od6O79tBtWEwIv97QEmWFZ9kapPmI8UqFHQu699/xQNE8BHKRXJV3GEp6KpC5U1i0V1V0sbv1ywTgdgt7S1s3vJwAzZcAAlNVv5KaGoAalSR2qjWWSUYHQ2kQDUAQDmf3AcK4YlKx6gdWlwEJnY3indfWSlm3JyZ8zcWiFIrJx+g0ky2m3wA7L2sai6jsO2gx8NPJSe2PVh1Y8xJoBAV9neDUcKmx8yu1h2NM8VPyUfb8Z/Xj42VbYosKASpVbVQy1x5TDerWutH4HhcJSmxMtLr2YHxf0wKw28XMyp6nmLXrl19g+ide+652DCLX6Vpis9+9rP47Gc/W3ndi1/8Ynzta1/r+2x73xPB8BKap54Kq47ZWR4rvbJzbVDqkRIjNLp2AK9VHY5RLxGx0P1AYSNSGWtpcTGutmBnTXl4ZkTRTSfQXCi7I6sNBr2IYxzO9sk6KKkBKO2gp61+X8vZyK5tBOCO2bRskkh6ixozrEEHpRyebtbycDBc6oCfZyuSGzvR01ekhqveOVb4xLda4SFKdAklMklSBGeRpSlyV/tkIi9jClc0z2p+oXa7dq3GHgah9bTVKqn6SuVKKU2zGW6kxkcZdAy3WgNbvtQCTU72hmk6cgQYH69hmr7drVbZZoxlSVKiFdUSGX1Yp1MYwpQGy955hzb7mDZH6wMfM6GklMuOWEmTQqV03FcJro1NA/QaRdvJlkIkUJwDaX3RqhC7jQpFuG8NgfX11A8hCo2vZQuQmdMH6nezZcgH6weIZZzp6OJPQsuJhE4wbeZF2jBorK+fnIRms1hJz3cML6E5cgSo1wt9qlUcA8X0RWX2aiDGHkBDa1qRx/p6YfinkYAFOohbtYouvNiDsqFH+TgQGjA77mxAVHuRTqesEuA4ZbkbJ7Y6WGofojM+7q+sANM7N68+VUQtFnuG5aNeTZvdJ+/IOKhwcb6l8El0AFVPoTJGUKid4rZA7F9HRgoOWbKfscQXKIu7YlIkDohCaPj91KtbB16CPE7tO9QDq0dqpFu7XQpoqGXcAVAnOaexrYz+VbP2GJlhvRoZ6SXDyrEa8xNhBetWq3A/Wl8vpJJqbGofygdpOQO90p4sbVWdtt/ZPoL77TaAVL4nSbV9fpKU+wG16SDYAEdGyl48QK8kyl7L46YyxzRtSoyrOIF9V2ZPy4Tfkk0tWkjsSCxrUqZl86/vESMp9pwFz+sEi25YLDNlc1rG7L+3CZtNpAZ9/bBjeFfY09HXRpGywVnsaM1NRaexxgeUGwifFaHRm6lP+p63nQM7O+O6SWNgu1XFoomaGUSKMLb1vOIJKto3XaupH6w9SrZf9bnsr7kZlMxY6Uwl7AO20uNYVYXk35KXaFkLYpqOPDw/0GtEiXg8oNK5yDVbRUwCoFqUWMimTgflbxjDVupXVUWOwGpEbJgb+1u6pZX6bjV/FtpvMFOxuDsnAJv3freLtYvNHr/p61YZAseOHU89s+n7NXSbF+saH2O0jtMawyuh4VQwJqZlBY5JaLRHrpLQMB2n0jLz5RRI3bA7OMGBm0EwYsbBduGpbCCPrbqgsUL0VWOq606n7KYdK7YcKua1yDoR+87WNbsWSWPT2y3Jtlw0QUlVVhac+XPVcFse9t17pTIjedHrK1LUPjqaxS+y313rRWzqr/ZO/KVn1uws1lDPIxjblc4tUbAmHGqG02gAeHypUIUZN69+dks9Mxy+vKmDluvHJuS0w7ASgJiNfV3FSzEvP1bSmIttTPpKyYkUklXFaN752VRDoaFMSsuDWGmb5pv/O53eEOQxby21DaLEgA4BVTMJZrrkelU9+aiCasEoTWM5qLAjtkZupwPUUTEL0gfopFHPV5EQ/daxezKN2kvZY2oXQ+lLP5K+jTY0J8udnHv1x/ASmmPHQkzr2KCr1u8xQmMHppgtjbpki8VpjLzYVaR7PJpi0M5R9emqZqLfbha/ZKlZHgx1X9Uu1rtc+w+N6Mr/VZ1kHu1VBw7z3gr7vokct+olJTyJ/HJ9p5zQkBzQhqgxjeYjwW6GywJpWTzzTFlDtLGxLk8cAVDDjh0j+VpevL1GlG40UFY9qp2JrSP8Zswvb3rGGcEt+swzQ3yXdDp30aYL9OHDBSmLeb/qOltqklPvHCsHsDG+6x2gtLGsu3pj5jtiH8U6oOUYk+h3OsWlShyYVol2Xi5TU2X7C2VtOrNWdY0yD2WhZmstlcdPqsDsRJ0aCyX3QDg2NQUca9XCembWMptu+2w8yuBiEgseV1fudrv3nWKNb3W1HFAzSdBplcu5ilezCAnus+jID2dny58/r/t8tQTlBwGF8RdvzI4mRmTstVpmlgVbksNMxgyk9dhTT/X2/fpd9F7bACc0g8XwEprl5fLXj3kJAeVBCCg3NDvrZg8IFDOpVisPnGXjrVSBiy/2ldiowWssKqj2MI1i4TUdw9Szx25qu2r7EHZsulo5+6UegZeZJcZITcwWptJuyKSNkZuczJB1iDEJ380SOu6rLQffbXR0BJ1OsCEfHS2kM5HgvcXrVhWsrSO66I2KUqamSoEAdfVvEplms+BKqraxYVuU1Ew3usBCsyBaLIysMsRsl6JQiUyErNoB0w6coTzX0W6PRG1WtHmtrGQG5qUCRvn5REytq7N1K14QgmMFAsyTHfjVHZ7SGX7C0dFQlOnuOmqaZzUOVp91vizQ6+GUvUsXQI1ERg2FeQ/91ftq2Yi6MuadyKQx7sB9EmRep92MVoO8LsbyFosFQQbL71NVaRRWYhM7b8tAbals2fdkHsVLrq3BMRwYXkLDFkps5iFQNYOwW8yor93uEeFXSSf0/KYGTJR/W5VTReA97cC0Y7MifmtSxHZtO0B9ze2cGdhVtWPEpmQ8Ii7Rm30+/YxBOlPcRkXw7CNjRZ2Pr7HCIvoZITDPMmLE8ldV7uq5awecnpFM67bUU2ALdbHn5sVrV9WH8njWxfp6WZ1nr8v/VzxrS4gNrBFVaL86HOMLykVjbadnPTN6Ktl3sStrx+rGVoxcNsGpMgnpd33Pp9nKw6oytZXMnsh1/QiTEqRYvRkwTtZLyb2c+mN4CY2GG7dQZh8zqlB2b6eUKiausEk4USPXfNBmx6gdpIrSmaZikNFZp9rQ8FfNfuy1dqKrjgK8d7T9M5/yv5bZEdnBUo8lQE8sFN3XdKpy6tEHZf+tUw+X97GmJDro0oYmTUdKYWFmZ8MK0VNTYbVoesnnSx6Qedi6Y708rBeMhmRPi7WRVJLUbBZe4CpNo+RMoSYdJREV3bzo3ra8XIrS3EFBZnrqriFcVq2hTUIlLZ0OiWIXwDo6ndG+cwZKPXpIGKEPo6RJ1TRkdipe4HVacbO6uVl4FEkKyGdO00IQxHZU14KfmgrP43fV723dhqugKifLTixR7SMVjWGzMdvezgrlWG07HfFyikmM7fIENhOqSrJqparM6ozLplG7Gas60krGl7AqLmBbJTShfZz49U5o+mN4Cc1TT5UHEh29LZS8aIVng9BOVNlANlJyYOCdrf1MYo7rIFKSQJDAjIyEDpILU+rgnSRlg46sseqYyn7fGsTacCQxGxrtN3h7RuWvbEyq/2AHPzoagrRFELOP6Ug5JLKp7UwKYAJAQpuZubliy1Q3Tz3eG+tEQ/MHO3EOuMVnHhsL5IXFzCWM5uaKZZbm58PKADt3Ani8jw5P3zsW3GR8PDwweweqmZ58MmwLC4XqSW8NhPzpN0vTkl1x8aILC8W6CQsLwFNP4Vi7jWMo1tMigWE5R5eUEL/wbjqBpcNF3bEu2KurwMZGG8EFPlQWqp1WVsr2WNbAGS0hg0oUYzpEtkNGNJY6F52ZixQsphGxZQwUq4uwjLWN8P2ndzeKhse1p/ifix91OoVhmiU12eBf02N8b7XU5a8WXIx1IF6+etzCkjhm12r+VIvG9N0kU7upyo+2RDFSou9B6EM0k9qG9D1jEhe9nve3z+pH+jYjmo7TBsNLaLhGTkyMXTUVU/sHoCAxKu1huuVldNrxFaWBau+dKjF/voYTO2brZtPH2BFJgpXFcl8Qs1O1ZCYMQGFwD69Xw9LSSN55aRgSSgX6SntjM7UIrOTFDqyxrS5bTvasNWyjgcXFXjJHw9pmE9jYYEe5DnXVNvbVmJsLUhlyJV0Aso61suGvnearwarqrFg2sqL1sVatJJEh+XrmmWIdVD5KqwJBYQ8HofyFDx0qLIyfegqdxUW0gNLCoFpXScpLEhrWRaMWoy29xuxbWSGZ4ZpYZL91rK+P9Jgu6P/SWGPLVCcPlDSp3cnUVOFSpYa0vFf2AIY00MPcj8VoYR55SwpFNG5bbhzMOsgGxsWrbH5isGpx/if5iYmQWLek4LrSm9jHWZsau9i3fgN9T3ueHGtmpnhOdOkK3shCKzHTx6QvfH9CnSJiDKzq/v2g128joXEJzWAxvIRmfT0ekrGqc2Frr7CRye+ZoduHzJwISnYh3Ddup6WexvQ4dsBg9nV8UP1/YUMSVAPqusxOLTbLq0SkE9nM8FeD6PU732NHQ3WcIXld1Eo2lcotWi2+L79h+Z1ZtModKUixXDI6Mmvh2PgiVeWV9NrOcGDlJNcKDInYJDfPm8ZRyiy5rSHwcdVXk1f7WuV6oWVcnI8JTjaFVmT5sLxFzbZN1SdVDFIxwUHVr24s457PbQdzXeICkqYPwa/E8draHCdiPILHY4G/iX5LzB33Q6syAfRKo2KkpuqDVkE/Jv9vI0twQjNYDC+hUTGoRcz6MzZNUwmNXluhSqmCSmP6SW5qmi8+q9Eod5pqXyOjbL8BQ6X4SnAKMlMM8uHcCEZHy1GGrRcpi2oiNkOjygm9tjCEjSujEppEtsr4M+oCHYmSrK7BBZnj+0LeuzzQWDWOOiPNzWVeRIczcQ+NRmyh297fElNRhWp5Li4WqhxVg6ijxspK8do230F1Y9Q0y8votFq5ZEZ/9VsABeHJyYN5gL112ZNuPbszVU7IynYNGxs1tFojJVUV35vvOqHPUnUTxY2ZhIaSpS4AtNtIuEQD0Gs4Jm26hi6SpBadwFsJBlCu5yxfSmbYBYS1qNJClKnu2zGVkBr40wZI49AwM/pfSRqJUYQc1bbmZpDfUqF8K+Z/YNOWQuC0TIHZ9qD2Pv0YFO+hYPnEGL0+00Jnb/pC9hjzc1ws++TghGawGF5Cw0hYtvXGagTlyECc0KgBSWS2m88YzW3tMgdqN4PIfv7sycliVqrKbI62qtxvNLCGeomo6GzSGmzyVQpphW4BGxtdLC2NllRPSVLY0ij3m1Afb+PfXBsdRdJu5zYwVUHySPBIYFS9lMo+75MzjMnJnGl0G9NoPt4bfoUDcIidRXUIn8j3Ljo9Epndu4PNzPw8cPbZgczsSo8Bjx8uB4vR6HeEdqIaT0jFQNnWWio0KVQ5MX4OORPHR146Pt4rkU9ThAUpqVuj7czCApYAHAPyXyU0Wv/S7FweFJKVKXsH61JOt/JnnkF2x2UAKwikZqRUrktLk0jTkJ6qKvUs3zWbFgOMMieqz556Cq12u2T702GdaLVCR8YFo0gwVGe6tIQ0ne6xXbdGzbZ7YGxOJZM6vxkdrWF2dhq1WSFTbGycBdAmhnUBKJPGKumN9l2sXyRFdiEtATmz3r6KMzA7lnMX79frBc/71NAtixFVDWvBG6uVtc2QZpJ1gaSGFV6JnoUGK1TDcUJVwbpoqLOEocHwEpojR4BaLW7NqmJqVu5YkCUj4gbiYePVuNemo30CgB7jYL1PTnYYJZRQHYiJucKttRR/TZ1l6qQ3GMWq8SYvLNRPGxvA4mLwUCGh0XWGFhczI9TZQiLTk9fM08lKWlguJDNafpTCWBKTkxl6lKj4ZG4Ohw6VjYF1f3FR7TvYEa5nTywKbXS0sEdR25k9ewLBwSMLYUSnfQpX/NRZnlUv6EhBMsp0mdRjdbWw+1GyEGx+Qr7b7RG02yNYWhrF5GTFI0kCyDwOHUL30KESmVlCYUPD76ASGm5166WVJFhqFobWGt8nSGeU0KjkK/yS0JigxXmWMZe1DtrD6LtkZOYYCmNm5pd1aKLVQm15uWyprFujgSSZ7lkqgpOAWIA9Tddqlc1kKPFkdZ+mxXOrVQQ8osEsb6RG/1q2/WCNjSzjEOlFp1Pvybf+J0/QfiIi7O25TlVQpfPKBvXX5k1vpO9ioRITJTd6T0tSFNZpg2nVLkn7fCWX24QwmTzx67snY9fwPMDwEhqgpHfvsY3Rfcvs5Vws6m8MVQLfKqnNluqldc8Eoh1BlcS0yuYiwDZim6N1rK+PliQ/uh913y4ZcyD3dIrGkRHY45W2M9k9S/YK2f66kXj3SpLXK/Z7obY0tN+tddaKjnJ9vaw3sQ+LdbjWpkLA8mT14+2sx1BIO1rtOk/wI7VaJWlix2xW1VSKTxNROcXKt6zK42YlYEEi2OmMRNU60XfhzWVSEcunHqsx3xXfxYaIiT3S5id2K3ssX6i1Hysg7EK5A8SJmO1UlU0UMRUQELc4toW6mRrKYivSLDYibtqvayRmgvfaRpbQ6YR59onCCU1/DC+hCVag1Ya9qk+NkJ0qg98YuVEJCxCX1FShb9228UvYCTDWRZLk3g3VA3mB4py1ndH/7DDWS2OKmiaUhBKqZtIRgxIa9NrFcLPlptKZ2H4ClNkGZ1lpitbh3pm/Sqc2gzVT4itRYoPmUk9Ml8oFogi7fEVMuib51dXAw22sBG2k9B3125Q+svxq/e0gTgKU7JTqqxmEdNLMLZTtGoJkhhKwNaBkmxTUektL07nEjNKO/F11JNUK12qV8lZ6VRQS0A6AJObWJ659o414IGKFCgk4n1AiT3Ur09KuppvUwzIgJNoMWKQSS5Znq1WW1PSroDYe0HGg6rZVAkTe3qrltGxUWpO72lu2pxfYwD9bfYeqTowvpbZIVWnsOTth5Yd0ljA0GF5Cc+yY9rhRaQuPA2ViYTv3mFdILXJMjwO9BMeqpqK/ap2nPU/MVqXRKHW2Kmm1EyKeC7YzarxZZSQ7go2Ndi6labUKdcjYWDGWH12qBXF7o1EiWlQN1ZtNpFl5plK+ttw6KMhLisJ+JkUwGJ3g9WoInLlqo9HA0iMF37CB9AqMoLDvKMBAYcrFxDwHtebTvXFdGCTG2tHQ9Za9vub1jDOC7iq7sbpsx8bhXiPb9R4CxMfm/bR22uvrOQmgmqmFIrAeEOoci4jpaHBb/kCd0m67TQeqdnaHowgqp2UUhKYOYDL7DarOxx/fibm5wg4o/0YsfFUZZIEBW9kTWijXHSXLNQD1xUXUms1Q/ocPF+V/xhlAo4HZs1+EVit8WxEi5rDCAuVVJGBJEr4XtRVLS4U6dpq+8xpkj2s70Yqbg7ydYPGXEwMSdh5TVzveR5EklRopS2yo9TSXR9VLMbKTB3FsliprAMNe0Ksg9iBmLPYePFYWAQbEyAvtk3jeSuSZtyqpPHByOqDjhEtoBovhJTRLS1FblSrhphZEqWOXYzoIVElkYI7Reyd2rudaGvvFrPE582PAlKyDY7+gpMYGywO0b+AMWi0peJw5BoJB5xra7eChsrJSCCXUlqDZBKZnG1HpA9K0ZA9DQsMB1Xp/WUPg1Gw1K+2YnATSFGudWj7zP3IkLjzpRUFqrJlLkhRmOrOzCGsjMfLdU08Bjz9e3JyWu9pB6gDEm1hD5kajx85HJUshzyQz/E6FysZGRC5JOWQw0HpPMmMJDQmBRhAuqW4iAwnj0BTSmWUEUtPK/jPGzxpIaACg3a6j2Zy09rroolYYIrMiZ+xU820nFzb/KQkNWYdI02qtY2g0JjA11bucRSw2C1BIYJgdple7MoCcKQs0R3uasbFiX93SSFZikgRd7qTKwGULauiivIt9tgONY0SSxk2FShYqvSypYFU6YzsfEhtLYPjgfuJkC5IXLTuV2CiZUXuarB2UQmNUmSAMGE5oBouhJTQx25d+sTesx5FNG5MqxO5l66p2vFbCsyms3UXFgoFbtWkr0lHF1Gs3Uwz0KmcaKc1WVSqUD6Sx/InKqd8GlAemynTWBdqs3xQzn9iKel6zzN/SGKJiEGvVSjITCwVgb0Sr44zwdJrlW2uei3WmrBStnL4HkcoQU58eT9uw5aPxjEKe2iiTL95tHYHMkNgEMt1qTUa/U503lQ9alffK/FsdqYosM7XZVrQeWraWFOhGwsNH1u33jtUFNQ6ODaZVC4hVuGxvBVXtwHYxsX2b/fyGsYYWe9DxNMKtQF3eY+VnpDElAhxJ7xxheDC0hIYEpJ/ayKavMpK0qDIA1nObGRNbKU0CFB2WzvC3ANvHaWdbIh5R2IFTvX/iTKnTKas7SqINzXvmuk1PJ26UxFgJjT2vWwKUpDK6snGsb42TA0UNlCJo9qOidisSUfEPo0jTe4K/Kte3+qw0RTep9zhIVfXP1mPIVovSt40YQMRiAdl62kMWlAxkH1vtiuLEwBoDk8gAQcYWXLrVU6iUdzv4R1Blw5ZLX5VoKtPNCjtJy5IG/TRVXIGXM0u8LkrKrASx3S7cydkoVSTETdVLJO62D4gZ22bnuxU9khXyajHbW/XzeNL/ubt2DCp14X6swm7Wt8WkNzFje5W4GHWrNqaYDaQ9tx1YXz85Kcs2asdOSwwtobHh3dk0NpOSbJX48NdKXvQ+VaoplUbkx6l719+t9LYZtK9j58o4H+V+QTvFNdjZf3GMcUTCAoMERe/qEbuGOupUrTSb5VDws7NIDx1CB8EOxhoB2/JKULadaWS/eWCYM88sr0NgAuop7yi0JTGjZwCoY8eONGaSU8R2aR0rCpKu2nSLXlws1pgAynFGdIBS1VP222wWSzIwz+qUF0DSBZPvXt6SE8vx8ZINRpW0yxIDqpryGDXM4JEjeQYn9xRLQ/RWR61HK6bM6wh1aQTAMg4fDsVAbV0UUudjZKxj9tVGKD10KOiApqaKCjs7Cywtod5oIE3raoaWx5dRexO2IZYx1U2dTty0hY9Jd2cxaYBQZ5mY9iQkNVweQVfi5hpu/H5qk8ZrtXz4K6ReTzGPCr6TplUVmm66ppPytB67Gc2bukjzPcoiveIBKtWx78YPogzfvoxV26kHQEZuODm19Evrv3mTgaLTiQew3yqc0PTH84LQVJEUJRT9iIztTGkX088FO6Zq0gElAQqxKQmMsQ05HimNQqXtcSkNBxqlfNbjqZ6fsxJlSmdUWLFLbUUMoam1WkizKK8sD5aBtYeoIRCYOsQYeHQ0DFC6UiSNXBoNLC0UBIb8QklCrzsxMYqxsd5loThg56tqK3vToHWLi+hmXjiAxMnhN+ToQYlSVkbHOvXSatokneVvxLySOQRyY7UZSSJG4DSCoAilQuVnn9DJvkVHti4NbCX63c4LijLiI8pgGWvMH0toVrCxsYzDhycl4KGoa4CSOMBKMmPtmZMLtvkagHqzWUSC1JDXrVZOaGgvQttdjsGEJTU8ppIaJTQ8vmeqERLOzRUHGY1PLYz5X93qWPl02Xd9ONDr+ZSEVdBjYPUDQluIqZJ02Th9Lx5jW8jTLLV6SQgQKuL4eGFYREkTmaJKbGiYpMTIFu7SUtnNPeYVxqCo3NQgPnP3J6GxUhr+RkyXHacphpbQsGstiaMjqJnzMdJj7WuqJDvYQroc1otJFzK0Uaw4gh0nVOJewKpfYv9r0Bm39lu8p41NU6m3EfdtEpgEhWpJOxqg13MlAXoMjfVZXHTQRkjXmXav+iyQgx07RiqXzMqj1OvNlSFm+0qaawASVSMAUVm+Nf61W68ZDA1s4+hJry9RgVh95S+/SY2GIdn7b1FYiDJhppSJxxgocDJusK0jbpb/Kru0mDqZhKyuYbJthTWPialYbL5UstFqhQG+8ttV1VdrgUsJg7b9qvYfQx/VHFDwHuadGlGbxpr6xMA0ubopVkB6U95MH67Hqq6172czUWXAq20ugn7mB9upcnIJzWAxtISmnxGhTYdN0ij6eTRVei/1Q1XkUDvCVim2I2LyWH/RblfZknCwAQqVjJXa9N5TjVjX14MOv6akJuLtRCkA96ukYTZCcM8AIToha1Sree3t+6zKqczDYnwMS61CD6QvbDyIclLcbiOhioOjn14viA2I8RIpS2tsVYgSjGwQITG0G8s/Jn3ssaPJvFRq6CJNayWBQshTVW3XjJW/tlWRViIbxKpITeUx+/Glgiif4KAfW8vIqmeUF9mYQcpV1jq1wpaGUjO2cyX6nU5vrKKYITFRYtplVNefOIfgbWOPswKg0uOsmkgfbD2PqmcYvRmxojD7zlWwRIbfvd2O9v2xMcEJzfBgaAmNVTkRtvJW/Ve1knamLLDNyAvT2ZlwfowNb3KybARojYK5z0BdGjQF5Q5Vg34piv6E6oAYsVEphs6o1yMqq+K+qpHJ49GccUYxoFPsv76O9NChvBxIbmgyquWdorChwe7d4X47d5bdn7NYLovPlKPd2z60WPKAqjSinmuByJFiWjMstMpqi6yQu5l0pgWUjMgTAI1mEzWqEZkxcV2lgMfaGfdKLPgdCgNmHfuoBtBBqTRKT02hlqaot1olktg15a52NWqTUmcQQVkcK02nMTsLzMyEctqxYxIbG8vZF1tGHFY6FtDjps7B39T9JCM0/QzxLbnMBzpWUhl8k7QoIja7qamgAgR6SYzmV8H1KJOkCEvU6YQmvXPnRLAr48dlbBplQnwYv5vqffpNaIz0Rg2C9bYxyYslv/aR1FjauUP+SBtMz7o90igqSQoPQLuIq31/khkrItNZhu2ANL6MjQ4sqqaqLa8nKAevGDSc0AwWQ0toOqg29oqJHmMzVaBXBbIZedEBezPJUO6KbIlMjMyMjxdb/uByOHr2HaVyKE2i1JPJwno7FfsqjdH76qC8siKEhqyg0wl2BFmHlywuotZq5QM/B1aWExewTLP9epoW5MgQGczN4Vinni92qOr43nfmk1RCM5J33NaGptEIx3KDYPVqyjYO+iQ03FhPGocOhZtYrxuUHTKUzEgSgRoF1/IZdKNRsb6OjtLZSM3FG7mpl1kHZULD91gD0G21gh2NBA9sNKazAbsgfouL/GKs/VSR9Z/7Wm0QkqQwalZCs7hY2fZUZWYlZSUmzoaRqc60iKq0GLa+W7MP1pWlpUBoOAYfORK+7Vlzs+Eggzex0SjB6id9tWonjUDMY7D1PR5cmO9sowvQvoZZYWRsnlNC0/MwvgelkCqJSZLysZhkx0pkNMOMWKiGwIwxpEEJ1XbGkJmepsRXkK3WJ53j9MPQEhpLJlRwr8aEOrO218YkO7bArH0Nn6Uz3iqbmxrQO2WqWu5gE305UO5P7PEC1Xrm8oCvRsKx+2SptB9jB6SjhVE/1dbXkVQsL5GYLb9Op4xyz62pbOw7l9VOMVfVXMode4B0mnZTt391FbYjY0fKzd66/3vEVSV51dBZL08aw2BKxlRN2k/tVNNBKyMDuth7mgKLi/1tfKqg79puAxiXwpf8M58W2u562mzMpoISGtOUbFC9qmam34WCFsahUbtUqp9KyyFQ/KFSh5hdjcKKV9g32HhPFWAR9lNFqcYnFvqG9ygVQkzSUvWQzSq0voPt7/Q8CZAaCduIv5maCYhPWqtUTdupcgK62Ng4mSdub25PNwwtodlAucLGvDuqbGzssar4Hf28nHhdIvtRbxONCFoVc5wdWGTqFVMHVamps5sgTmrsgFT815m0Gd9KecjzZXUiukUIDfc5x08A1EiKrAeIkBpKh3SWv3n/WUg8YhPiHoIQdxOLolSf2u1ABnQGmV2vg0Rs4hpsneKSNKa3E+LNxgwg7jEUS9NPvbN1sJ7F6tXIpgtF2jxtNW/5OS1gKyXIEJszHA9ifNduda1YNiQ12ZBmSCUXmkG1sbGZ2CJsfbfn7LqvBB9Z0xqjzz3eSLvHW9BbQSTmTD9ov7O9WpwqCfnxXO+owtASGs6aq6QkKpKsUg3pTBYo1CR6D/21HS4NXIm6prGqJl3SQJXW1H9Q0S9p1jq1UlRxOzjayWGrZY00VS2gs2yV0qxjY2MdKysjWF0t7AZ0rObxNdRRz+J9YHY2dDLqk7y8DIyOImm3kWRulTHCl7tlq0GLqpwyWf9yswiXsrwctAqLi1XcQ9+vPCyqGoePnW50gUeaxWKUGhit1eqRzmh9oipq4qmnQuaCXibXz43MFIMEb6lLHyAP9k+laZH3Tmekxx2/LzLGY8k1zL49lqc3EsT482gYPILgns1Bl1GCeZz79ZJqIxemGGkeST7zkiBOamLS2FKGIxIFfQylE3w8iXs/8LvFNCN8r1ZLAu1NTYWTs7NZkY0UiejmbMmMGrJoTAGV8ggsQbQSW56n+kzT2/XMYoEHozOGWIWw6WJMihmxUkW9n4qP7HM0aFO2bydIMftIOy4AcJXTEGHoCY2SFqBX5x6D7eRJbGKNhDpY7Wx5f3bCRC55UBJTJYHQLWalJx4+Ki1RaYXOgsOSKqPY2LAqJbpoc1Ai/dN0bayujuSmJLR1tcSmFI9mbi5crkaQc3OFDnx9HbV2G/Xl5aI8gJDRM84I/9UQeG6ux56m+Uh4psZzUYJXSDpg3i+4bKvwi58hNwZWY1guDhVWYwxGwVIf1BYFCFTkGAC024HUTE2Fe2RBcsbny311q1U8Iiz2SDLTkm8RNtViWfvS/IYqxpGvbImAredWNdUjDeg7sw5EpZcY1+Qcz4/22GZ0OuhVKxqVU5WEJtYm87xrgYmREm8fiH7xelon9JVjkwYG5GMsSWJpKdx3ZQWY3i3tFigC75AoqtGrsihLaLgGmLo/G5CcVcHay/C/hr2x86moQbBFTM/NTshKb5TQ8NvYd+n3ErpWk3g0Wa+mKhWT2lrFpPODh0toBomhJTSxSt1vVld1j1j6mLopNkNU99j8uF18Tv1FraqJ6a0uJDtXpQVR6XqVer4XSmLi9hAx1Y6qo9rtzG4g5ooTUT2VZv+cwXLfplf3iyR4dkg4mJ68lMtlHYWEoBfaeXOmWhI/WcNDbN5h5mRaM2gyZie6oX9mrBbb8RX/t2KWkENcno9HjRS179oyeB2lgOX7kExG66UOeBKHph8hi7bxmE7PqJ1Uy8tLtt5eCjMpjs1JUnAmjvGlcAadTjmAjY0eHNMD6aRmbKzXdUkImuYrBiVnqlaqWv9S71mKP7OZlMb+12/RT7+nUhtVv1VJaCpQZRuzmWnB9sAJzSBx8qry5zCqKnRVpa4UW/e5ZxViIvyoe3ZMttuvV42Ice0AXjUOhUt0xr9VBLUTO2o76eW4n48XKhZnR6yidxIWWx4sE+vxxbTCPKw4XYunfDz2riM9xcv9fLzow9qsyBqo7kRL3jZZ4cU+b7G/bjZ1OV+PZmsz9KuzMTVpqe4bV6r+6jwrpVHpDFVR1WQmdz/WkyIuiZEZ+y5RmAzX0O3JgyU3mzXDflABWak9kKRZ3U6s3bPea/yakn8+ioz2vmIPNutaYmSmlLZfZavIE4D+Bsz2oVXpFGpPGDuOaicM3Y+1Xcfpj6GV0HDQsSonyP+YDUwV+hkK2/vp+ZzIUDIzOVkM6Fy7RXUdOojTN5fXRjoVkgmOmbbfU7Fx0PaMQwfIchSGfuy/i1arsN9oNsM96baaJIVX5Z7djcJWgKoa9u60RdEgLCwjlsnOnUV5zM0V4naxn1lqFhxDjYN127FjJItDo/YbYYC1YnUVJpXiz6g+LVNBraFXF6/fvkdCs7wcrs0WwZpIQ4A65Xnlb2BVTsV32dhoodVKK1y8DTLxfJUIXhWMuTE2DAE3gUisN3QBtZ9JUagxUwRCM55to/lnZvmXxiY7kmbBATVviZQ9UCZhPYMTM6r62VYLjcZEbkui/LvdLmuIVGCgWbT7TMfretSwrOeqVqJeWN9b99O0qPu6rlMFEYhxDr099xn6KtZHWPO9RgOoddZC/dUYAzZoEvfVrUofoPFpbCat6EjvF5nA5bpu9WRrtfKVtLVexCYfxLMjoTnZJzr96oehJTRVkpetzKqrGH4H8Y5TbW0SOZbfhz0ICQwHZttzWDLD3kUtSE1nYO0pgN4ZmBo/tlocdKjaqKO8SKXazozKflikkvaLaktz+HA4RpIzPl7DtBKaTqd4B/7XSHJkJpbc0XaGxCYjNUeXank+Vld7o7aWi2mkZ9uxY7REYGhzrXY0ucGQrsTZbKLTauUmu1WERlVPWF4u7mEC1NkxKqCNYi2kFck3sYKlpTTni6X+PjYgVNgWENZuhsQhFJ1IyshA2lXu5ZTETKJQmY0gkJg0O54CGM8Fd/re+b2UYaphcKY6S9CrPtb3YPnniOlIM0JDJyNtckBRn0jS8/KVLFohgpaHrpQRyH49tIck6bU21pgyymyZoSTpJTRMl2XEqoI1n7yV/o+9iyUzfHytdayYwQghLL2sgj7w1hdeJTUjI6GQ+bAqgsOCtZlVaa48v2ZW2Caq2mg/sjM4uMppkBhaQqNu20B1pd2qqqnfPXhOZ7wlcKQEqi3v7DHtYQjTY9nZIdBrM2gnfUFqUUcYdMqz//6g2mmk1K+JnWzp2PRUo3BLZYA5jhh2wT1m3hg9o9FAvnqklJFOuHmLSPEIyh5OtJNRg2CVGJTsBahjy15SJX8xGxrYY+q+LaK0mL1G0f+TbCoxGAUXfNyyuqnC3qeK0PSodFQdmhVW/1g5zCMHL+a7LlutZ1xSvl5yc5ZEtXbv8gexdyihbdiXjPqx5mWbnpXM9APHUdsmKYyc3i03LGYX4eVNsEwAhciQ56v6hCTJxdD96oPtB+w72/o4MmLaQUwEulkFtIFtuKq4kg5LanoYbgTUD5I4RWCdODbrux3DgaElNMeDKt18lUfFVj1FSt4WQK/e145osWN9LBVjszG7HzsX+hPmWAf79cixODg+2GjulBZhpxA1Dow0iGSHbjtGnYFSKjA+3mPHsfWYM3zPwtiZC1JaEXtP1F0dAIFNXUOjRDaGbICNmU5oENTCBqUXJJZEXg521MrYQq3V6qmXsXoLVBCDCMp1jFepJMy+R5FGr6207VS2KcHUbP63Il0tISusWvbFrOpLf6kRigm+mM5mlxxYHlWsdcYL9QZ8uPYTsTULYo06O7bZ2B/rYuxtbDzPnsCSW0EsHo01/memrOdCFawER/tFva8hvqpK1cnmsw+q+0/mekcVBkponn76abz73e/GV77yFdRqNVx11VX4/d//fTR0hm7wute9Dv/5P//n0rFf+7Vfw2233XbC+bDeTXo8VtH7dfx6j8SkS+ymLtmxNZqsnFdjjjN9zONHoJ2V9guc+Wokcl7eblPlNI64ukl/R1BICbpot0dKxKXZDBLxJAkhV5ifubk6JhiTRjE+Hjo+Gt/oDJDvr26qkfgzq824Gt8ShNAXjuTrn+zYMdKzdhM1WyoYym+sawGJa2jHbP3E1nm9MaFkG/NlQVSjEYomqASpBlT0PkGLrtVC4WFGXdrUFDA5ifriIupAvkaWbQOsrypHSYCy8VVWuSy/Dnx1RGyzgELCNIKgaqoDaGTbZH4t62Y0LpuRXCaLi9GFNvPkzDNhV7+037PVQppO5B71ug4aBSdJUuzzNsw7ne6qxmI+hulbLWAijwmQYWqquIlKkYByOGbtF4xkt5vUSyRKv5F+wh6hjryLWWmiCF2gdTamz7IiUqCY3ah0TO3kNJOc2Og30smNXstn8rlTU0UHNzISfrNjyeJiuCWK+q0TDq0/208PXOU0SAyU0LzlLW/Bk08+ibvvvhvtdhtvf/vbcd111+HOO+/se9073vEOfOQjH8n/T0xMnHAeLBGxlbiqYtvO06qUYoaUHBRKZGZysmAXJCpAvLNiLzk2VrYnsSqpDO12+VLtiPk4ptFOq9UaQbutgyYJC/eB+Gy76KNWVoqOnXYGTz1VvNrhw8DsbB3Tc3NlxkVCpsaFQLn3tzY0QmqOtWqltY8sqcm/X4nkjeTFrkRGb63xC6O+4JFgeh2UaUcXiNtQAeXBYWkJdayh0aiXzKcaDeCZZ+gRRG8h/Sbc7+aqP5YBzXSmaaDCm05NIV1YyNc24xpOmscYGc/jJan4KpMs2UWjQz1Ls7zV8jyG0klR2NZMIk1HCtd4AYs5VzlpPUhT1BiQ0ZRz/r1tmWtYfB0oO5287k3MppidreW2Lqyado0t8lmOpSaCQIkwqPSQVbvTCXULqAVSk2damIXNJ8/btq+/jUYWuyh+KdBrP6NCERHi5cXNeljHWrkQ9AHMt5Yx9+kAoO/TapUfRCjBabeLEAkqxQXKxwieozqbz8ykNEkWK4r1gfXG9t/bDyc0g8TACM3999+Pu+66C9/5zndw8cUXAwA+85nP4PWvfz1uvfVWnHXWWZXXTkxMYH5+/pTlZTMJTVX6KgmNvT42KFijxsrlDbSRKhux06bYVCtDzG7GJuVkhrdst2so4hivVLyhomhIOtm10YP5n8HFpnfKtE8HlSQJozA7Lu15yS7sqpFJgo70rZFo9qX358RN7TR4nEWqnkYll23mUx4WUzdxFgg53lt0670jXaeDJKmXqgHJV3mLx6IBisl8qSxs3crWcrKExRKvnvprQ/WLeD9WlouLtMsCQr1al33Kh0ZzDSJhpQvgs/kAPkTUCTF7ny0NUqpGzLY0rZeaGVBUVT1G8sj3r2iK+XdQw2DawI6OAhMNkTxYCQUQl0hY5pRtXdS23A6qYD9xkgD1pIueVbXtA/Tl9R0YW8eWNx8Wuwd/2UHZ+8eu4YfRCRGPGTUr0FtHnj1C4xgkBvZNDxw4gNnZ2ZzMAMC+fftQq9Vw77339r32C1/4Aubm5vCKV7wC73vf+3Ds2LHKtKurqzh69Ghps6gyiETk/2boZ5hYOs9eRC0fVRasPWJMJqzH+zGVDFWdbFUfsmOHtXPQ/7Hm3t+mxrrzsm/rJvXeQZa9J1dWVlahFrtmRscOHNiaal95JN9dBQ7c13M9L7QFnJDYutMpFUvxfLVFgezb4wE6mLXbKI9MWXlTekGyEpXImC0vPH0Qeqti8YloAExvJ81zUZfseFU54CqpYV2I5HMz9XCpzRFmkI61m6rx1J7rl47fpUQ4Ym15s80+PNtUQ6WIhauJwaoPe2IwbQX6klt5mL6HYrMCr2KQJxz88dlCzET/eDdHFbZQ7U8MCwsLeMELXlB+WJJg165dWFhYqLzuV37lV/DiF78YZ511Fv7u7/4Ov/Vbv4UHH3wQ/+7f/bto+ltuuQUf/vCHo+dUTaSbNSjUKqIzVz1nZ7IKrtFUB4o1mnSbmkIp5kxMhGynSWbdJmswu9apZWVaVi8xqWpw7EwtSaiiSkHbmHhkWttZ1Hr6JSUv2VJNSJKgcqJ4fvfuXcWqw8yY2tAAYfprguep3QzSNJf8qBRcJ4B6KfOlAjC+txap9ZgPs9NWEeOiT8duvehihqo9xsIipUnT6dyRi/mYmhrB4uJklngFhfqm7CkElB14cqm7qpxmZ4GdO1GbncVEFj9nIrtapwgkNPqEPF6S+dhJWl5aa36en3UUzzxDAgMEicya3HEcaTrSIxlTwpl/JMLU+friIlJbnijaJdW9dV7LstBGYAotTSdKdQEopCpWQpMkRZ2yY6wVZsRWU2+1MuNgvamqnPhwPR6xm2H7X1oqC0QUOp8irJ0Nm5s2tXrSBZaMionfRf/rfszGRtlWkhSqdIJu25pBWy76bKtu4jFtq6J2Ulf/WEgF4NmiBq5yGiSOm9DcdNNN+N3f/d2+ae6///4TztB1112X77/yla/EmWeeicsvvxw/+tGP8DM/8zM96d/3vvfhhhtuyP8fPXoU55xzTv6/FBMEvQOPJSxAb4dpdbH2vM5084FAY8+ocjpGZOieyV872mrHRkPAVjkPHMRXV4vO2BIaDhxF3zCC1dWRbM0jutuqYSd/w0BFDyFCpSUMVQEUr6SEYufOadTn00I0bHXzPK6jhqibjrVqWFnpjetlOQfLgX2n7Rd1zZrZWWBmpqzVigYOk5tYm6sqiV9pLmWn0dn9qVFjHEGaDC0tTWaGzMsoOsAi2i6XDmDRlWIUKtuYmwsH5+eRAGg0m7n9ib6D2n/lhIYjHN+fBGAulBlvPz8f6luwqRpBszmJdntE8h2kSqOjo6Wy576NRwOgLJ1L00L92G6j3mz2fIOYxKnUhpSZ8H0yYp3OlgkusipAT2o2P1sVWMeZXU4m+Hl1vOU9yefTdCIQfKtmSpLyIqixCU9GZp55pjA5UVghBvNWRWZIqGdnEWLOKJmJqZlixEX1cQo+lAyWhcqGqxnRGYi2PSUz9jjvDURFVVZyt5UwHo7TG8dNaG688Ua87W1v65vmJS95Cebn5/HTn/60dLzT6eDpp58+LvuYSy65BADw8MMPRwnN2NgYxpT5V2CrcQj66eCsdMZ2qHmvqMsacD8mbVGmoTYkdmZmyEzMu0cH8vHxYgIExD2/+dhg3kE1AQcgJTMAZ916bczMRKOjMsgxzWRC0Nk6kkYdNdspWULDfSGAnVZ5WaXYStP23TSvVZJ+Dqj8TPnLqIHKFlDltp0ft0yw08H4bPlzK7EKNimUcqg6p+z2rKSu1QIwKyRZjatbLdSbTXBY76CXzJMM5FJG+yAANXQxPl7Lb0+bzKmpwsGl2UwzkhzefseOkZ6mUaVB6KmkhoXa9qcErURmdGIQEylmW62zhjSt50lZV1QFY7PENFadq2M9qxDTa6ymcL96IDX63jZ/2v6zNGudWm6rxvspV9M8Mv9VmlMt3lpnrWykry9jpTMWagjMa+2DYnowqyfXDkvvY8/bBq0Q0VQt8uLPPpFxCc0gcdyEZvfu3di9e/em6fbu3Ytms4n77rsPF110EQDg61//Orrdbk5StoLvfe97AIAzzzzzeLPaM4vbrDIfr0FRj0SHM0v2dNay346mHEl5fqvK7y3Cmuwo9PGB0BAxVdPWYEXs6rnJDj1NgTpHDl6kGarYtqrS18va7d5QFbHxEjCDU0QyU4VYvdqSprvTiVaDIk+sVdbWaRNYcZz58FVGtTmZ4cF+lq9y2vIGbiFOTkGENVv2XS1piOU7ZkMTfSc1wo8tK7AFWJ7B77PV9JuB43GITdPtrZDKqiKVNSY8OV5Y7lB5Q8vSdN9G5o0RIO2EaKWvD44VWL/ZSCyfMXZZgSp15fbBCc0gcepGT4OXvexluOKKK/COd7wDt912G9rtNq6//npcffXVuYfTE088gcsvvxx/+qd/ite85jX40Y9+hDvvvBOvf/3rccYZZ+Dv/u7v8Bu/8Rv47//7/x7/zX/z3xzX80fR2+kBvXY0PGfJSUwdZS3mS4MAReMalpszS6tyogh2dLS8sApnYzSMrRBBUMIbC/lPRwFKakgo+MtlZThTDGlG0emMyqw6JqGJ9+h2JrqyUrbhoRqKzw4e6ROYmDNqJ8r2WZaycVaqydVGITYAWQ0Dz1n1Qs81zVahuzNioC0boqJQc3aBouNXEVarVZLKMB4K/6+sjKDV0mUEiu+gE1grIesxEJJ6SNdnyn5UwpFkx1IgSHSshFBmx2laLwl/2u1cCFQKL2LLXd+Vaqszzgi/uSt37EJuU1NAq4Uk20puuBomIU2B3bvLdmhsl1YSgvIrsu2oNoiP1qzZuYe9hxUmqCu4rruWJDUkST2/T83ay8hg3kUNraWy8T2fob8KPWbtZlg1Gg0U9b5qU7EwJTKLi+UVwylVYoEw72zb6mqp6ifNoBYoEG+o2jcq42RkSj7HEC7bbvn5BjYIOrYdA/2WX/jCF3D99dfj8ssvzwPrffrTn87Pt9ttPPjgg7kXU71ex1/8xV/gU5/6FJaXl3HOOefgqquuwgc+8IHjfjY7aQ4qVXYxMbe+WBreD5I+gTEE1kUn1TDTDjBqG0Nio7MQDYVuxK4kDdZ2xKqXx8eL9SHzwc6WUVLuDNvtEayvj6DTCbOdQHACyl5RhQQkTcvkQt22gcI4uNUqimJ5GZicrGFqahoTs0ZeLu/aRS1f25Jr49nwMBbs/6omnPwEGgulRGj0IZTrZ51ijMwk6JXIqN1WFyirr4TU1JaOYnZ2Ojd5YRlNToakTz45juq1tnrHm1YrC66nuivWNwbZy2xQNJ80M54Aigzo9YYIkNAw30AxrtnB33LUsbFAYnbvDvY3u3cHW5ydOzMbDgU/DFk4kQXeqa2vB7WCqphYyRhkSEldBXSA73SKiQDzrZ9P25K2H1WpxQg1r2s2C9OkmBAsTTNVVJqWvfqyKqmxKDcTJMaWWWJxMq/TjW5vw7KNjMd4w+XlsN9sFgVFGxremMY7QdfcKxKitEZfZHy8uI9O6mJSXHtsfDzki7Y5SnAysL12UO7L69hO6ITxRK93VGGghGbXrl19g+ide+652GAYVwDnnHNOT5TgE0UuOUGhFogZh/F8TPQYk9BEZ+jqEqFB9DiY6IjJgcJKZtjQ1Z7G9FQ27kRVp6aCHv1lOkpVCI4XSRL6E2ZlfX0kv0YHf4U+1w6uMRWPXU0gna/33kfGLpI37XN5j5htAN/dhvngOZ639hFJEuxDop16hn4SGk0DRJwsTZRa3ttyXRKCELdkNIsXBBQh/GqVhtnc6jq75y89P0RKo4QmAQpCzl8tLJk9W8EJ868hQWLjkL4fORN/S7FP7AfjxZ1OIQUFCp2mtj8a5SuZ0QCBEWjz0+aodXd0tCDpsbZghCk93lsq3LAkRttXSFcrlSNfnSusWxs6i6q2Yd9vfBy9ZIY3iIr/MvCaKhcrfZBldwTJi/3eNppw1T37HRsdjc7grDQ1NlEdPE7W9doJTT8MrbRNBxx1346ls9fE7lElzSkNaBpvBugVAcRgyYy9popJRG4T6+Ril9t+QztU2+drrCtFp1O23VO1E4/ZgKF8ju0rmUbvbZ8VO27fUTEyUn6vfmlPBluxzcoRYX+qCYl97rCYaBf97GfsbUvRdnUwNwHq9B1yYq4VYAt1zw7+Wp31UpVcMDuarZ4XiT0IKIe7J9R2LWbJu0X7Cn3d0dGyYb3W3X516HjM4Ng+RkfL99e88Nk6kTkRWHu6yiLZjCnF/tsX3mJ59wUlPNrJxBqI5kntprJ6UsuIzVb6f8fpj6ElNPTbAUKl7aCaG5OpW9LCY/lyBnK8tOYNZ7TqHWKnbLbnZ1qV6OiMxooPEJ9EAeXZWMzGeGqqICZJUnYh5QyQ+9pp2+fZWR8jnce8LDhBspMsTqTb7ZCvw4f7G1yqNwcnijoQ6FpVVbxRPUStZEGLuhLW+BG9aqeO+V8iuxop2Ij2x2cLUw/dOh3a0gCrq6O5+o+qP34fvS1tjCZSqW/60rOz4ArF9cXFwoZGVaa6FgRFL7pwUVZQWk2pXWW9URsalqtKcqLaILUviq3GzBtb/2iVjFrJjLUDAuKB9tArGNWyNYK66L5GXLBjriVC/F4sJ9ZPamgI624dC/di88Oii3E+FkNJLaZSsZhkpmr2oTMYmyFmgg+LzUjUM8r2j7zWfhANrkXdm65Zoes7ZWTIfukOiuU/kuz3FNCv44AbBQ8SQ0toUgBjKMhMC71kRgehOnoJTYqCyFhyUwfK6zUxeJ7VIdien72M2trYdLYjZiOOdGRWrK+DvCUaJBkkMHZtSPYPen99jnp02lgbtk9jZx3rxDn4ccZppdJ6nRKZqg5dr7cSbB5TjYQudVTqR6vE7nZkQdmosIMyiemR3KlBcKuFPKDO0hKmz+5idrYGruNJ25ROp1j0M5RDiBFkyVds3aHu7ESwo9FAjrwxjTlHwpIItfX1Qv15xhllUqBWvFpgptw7Ha5VVKielADTjMISGuVOOLxUvASt3W1l0i33s0fvO1rje7t4lJKkTgdJtvwBbVtYP7WOajvTKsH6Q77XaPQ6NxKdTmFwrBMIVY3alQNsVdTjzI+tnrzv+npRRNqtsMupJ91edmZdt2k7Q9sWu14TUOiXq2BnQyq6ZeZsSG/9ZTrmjd9TOwTtMNTubWoK9VYL3WxhWfbhHAtIcLYPTmgGiaElNCQd1g6mysMpQZnMAL2SGb1vYqf7MRcCO7u0sD6v1t5GeyPEB/PSO2dfUydF2lGz87OidJITe38N9KlpFOzLtANXFbYlSJaAsZPnefs+GnPGkio7qauYfAPo7cw3XcNpE8TIC+uJkpseGxodJbPO10arJfHSwS8EQCyPG8q3lDN1OpnaSQk2JTAsQIr0gXIkaxs62Ug6utnb6qQ6l7KgGOR1nEmSMpG0nKOGbpnwxcSBMdEPv5MWnjW45+JRtmLI/xq6SJJayUNLH6VGwHq5JRasVzGP+Vi7Iti2NJ3lGbEi4XMsmeHEQXmBFYJE63sVc+IDSDSt7osEs0rVpIzLxpjhMWs7oxK1sbHy9RoVWD+UvV4Yna4DBpTHgO0dBJ3QDBJDS2hiBmDWs0nTxuxnYvfMj6slvcaesb2IgiIUOxLrdfpfjnWjOSonZz9PaXCs07VqGr4K0CtR0THPTpr6Ibb6rz7T9puaT5sHompf343vHQOLvOrcySCmn68yGq6CDjr8TtYcJMR26a1adpWGnNDELJ81RovGBdH6q6NfBFaVQYIcG8iV5FqBY57OftAYmYkVWFXhVWVC3zNyO20bNn6RvY3W3a2gKp3lZlvg0j3Xx36PG1VMSnVYW0E/SU0V9JtY2xnthOxzYt+YH5Izrew+/Yz43Y5meDDUhEalLyqtqUpjCU0im/2fz3hVQhMzztD/ao+g1zKdkdB0k8IDqNMqS4N5CSUY2p+Pj8cnWuwXVNytkpdYfBOe46wvBvZ16lhAdVZVn9NshvwwrwrtE+1AbcFBSPMWkySx2CkZUE+b6NgdI6Sjoz0rPidArrpkPVH7qoSZVHCgyArZChjoCq0qJyWslATYLHY6odwXF4EJ3mhpKaiSNGGahkQsYNZfK5mJRAyuZdMCrdqxctfH6a35jiohyzOv4hC9qf2138XGeVIPQhaUlZqa78GVz1VKo5oRjo8xD0NmK1YW/bKtmhR7zCKi9QRQGBRXXRvjswC/Yx+wjlr1Xwy6rAEzZRtVzGOJx/tIz3pmZklSrPvGusuPwQ/ABgTkaZKso+TkQyX3J0DBTgIuoRkkhpbQjKA82MQIDdBrN6PHYkSmZEDJIF52s2swWcMNjU+jvU12TTepl0gMUPQtCrZlnRlr+ybRUQNEekuurhaEiP+5XAGfpbYxzLpG/wXKHTu9MC2B4jHaJgCF3cfcXLEWUc/MHfHBg9A+UXkhByDbL+qnyNZtzD/V+Dh6xda8UKUa2UvlwoVIHUlRkOic/Kqs38yCk7RMZubmiu+2uFhUDbVJ0QFUy4h2ODi7EW7Eg1xoMkmKRHZEpi6Iv5OT5Q+SpWcT4Dfl6bGx3vFPq7beWrkTloy6yY7cygrUbobH1L6HH1jjO9lJBr+BVKwagDSzpdHHjoyUY+wAxSTCro9k31n/28mAFXzY+h2T6FipJq+PtQ/mXdtUD5+ralidTmiUjDejD4lJz0gcN3uBmPRF0yoD1AJrtwtiyk6GL6hGW7wX91UCOTmZB2RcQ3xB4u3BBk7O9Xpj8yTPYwwtoSEZ4WATW5jMunYD1WSm70ra2lOoMSI7Vv6ys7X3APJrGUwOKAZmSx7MpLnUufG/TnY5nnJCQyJDBwGV0rJ/YFqV4OhYYA2BmTebB+5r8ayulgeJJCmeFyM0ld84S2f7xSqbB9p6xJxgErLf2GgsD7FecOotYSWCCbI6ExPDyyCh1WZysphgsh6sr5cNuDVbVqrGoIZrqKNOBnHGGUXBaAWyU3tbL2npquh0ANR7vinzZUOA8FHWi6tkP6PkIlaRLNO1ozNFWbQDUitd+16xgTZ7r3oaWj2FDbaI9FJrusG0qvbUb7VJFeipdhVZ7HmebSsxYYctuk1vzvKPWfvHfMdV9FOl9yW5jHmwsXPiPq3IrZhYX1KfCZRnbXotJyL0gBodRaIefnCV0zBhqL9llRFYlc1MLG0PbKwDwo7EPGcNEqs66Azabu0CjP2kFMyafYyOp/Z8v2BisVA6Nm0VYvmObZu9b7/3tmVgw//Etth76HtXPsh87yq9+1bssGKg+F/7aM2XajP7DU49UjMO/Nb4PDZljxVWBfT5m5W5rVdbfER/g6fYTdSwVNtclapD0aeC8ZvYJtwv7VYRawP8tSSnKov9+oR+3dPAwIdWfT/9RopY+s0yXfVRtH6ofWO/fG0b1k/B5qjCdlTxZxVk4Bq5tR9xsd4rJfKjBsBqN0O5u05BVfTN35074zY2WeNb69RKkt2YOFo7Ox1YOp1yu11fL8Lpa0fJzlmdXXR80xk21VM6KdNzfLbCSgxCxNviGeV1bIJKhUIDHq+Kcmond/rueo9Op1cCrtoHqykcHxcX1th0WaRq9cXFUnwjAHmMI9a1HuNxtfDlixh2x+UEWJ06nVBd9HtRE6DvpPY0/D6tVrBRSud3hTD6zWa5YLkEun1ftUNR2wamycR1aVrPL7GrdHQ6hQu3DctkJWMTabe8QJeKH5gfNd7Sj65kzHoH6kyf91HpjA6URqyhZEClhgrWOetxZ6VnVeStql3bY1q3NW9V11oSGXm94j794iBUzSystX8VaSSsoTn3+T2te6QtQJtpG3CLz9D4D5o3a+SVXVdLU9RardKK89sHt6EZJIaW0OgAo+vqxDydrD5VVQfcorYyscUn1Q7B6jes8WLW6Lqo2XhrvbNtlM8zS0Bvf0HiwvHA3ltn/TxGWxpew+c1GiipwHRwVWIE9C68q++hRGZ1tezeqv+1v7PjGFDOt56LDQiaF5ZRWBwzLI6o/DPX1UgMi9IgOTsbiEC7jYlmM7fPYp1hvbL1p0c6YgsoK6RGI5AEPoZg/tTWyb7T1FRxjEETDx8Ox2ZnpzFx7rnhAMkZbWrIkNS1h/llzCStONnHricJGo0JJEnZLZ/etcpHYtpYmo+h2SyXu3688fHC0IsfXQ2t7I35UK1IWtH7MRP0Hmb+VRuivM+GMdDvofvKq2z72EwKczzSSktmqiRFSQLUOmu9HYPeOKZWsqJUwhIGS0jY6IDqODMxSUusgasa0ooy07So/NqJcFbXbIZ0rVaufqplDc0XEyjw9NNP493vfje+8pWv5Osv/v7v/z4ajP0RQavVwo033ogvfvGLWF1dxf79+/GHf/iH2LNnT57m0UcfxTvf+U584xvfQKPRwDXXXINbbrkFSfZ9/92/+3f4oz/6I3zve9/D6uoq/sk/+Sf40Ic+hP379x9X/oeW0ABx4mIJTTeSPiqdUcmMdrJKVqqCkdk00rlyJWmVyiih6PcbM3zVTpaPMrGmeu6jnaEusWLJFFAEao2dIxgXxUY+ZTEyvZ2p0v1XJ1uRCVaeZ/630VUtNGoqOah+np4OXuNcsHNkZtIUtTRFPftIJDNaryrd+3k/RjKVML+NxkRuw0SCAhQCCmaPtjSEHc9pSKwk9OyzM0kNC5bGU7ZiaEhlHTQ0HHH2kHojAdJ6z/fRb6R8nlKz0dFMMsOX0fgzzEdM39nplG1jNJ86YFoRhYqJtiCh0cfqownWe6axYQ0USsi1ztuJiSVGFjEpi60D/I0JPQAjRLGzGz3Gfcu+mHn9rVIfKViPYmVf9duvMOxLZ5GvS0xaSQ0HYvbZkv+azhy2Dc9tCc1b3vIWPPnkk7j77rvRbrfx9re/Hdddd13fNRl/4zd+A3/+53+OL33pS5iZmcH111+PN77xjfjLv/zLkOP1dbzhDW/A/Pw8vvWtb+HJJ5/EW9/6VoyOjuLjH/84AOC//Jf/gv/hf/gf8PGPfxyzs7P4/Oc/j3/+z/857r33Xrz61a/ecv6HltDEPJeA6lg0el3PoKReLnos1iBth6rHYumFKGxlrZaY+DnWmea378SPad9RCrZlXs3eX2N16Lmt5FvHSP7XCOr87TdIAJurwWP9a0z6nT+j3zRZLyKpHR1FrdXqa4fF/1GXbcJ8cP0ONoSMSqas1D9WTlaqV1qwUm96IoVsysjmwXrdWdutUsZiKg9789h/LSBrLKIZqXq/LUKJs13XzJIapqvKvm07xGZth2m0PZ/ka22NNJxqxPrAqnQxFkdQcmiPxQpI6zpnWM+qHc1zl9Dcf//9uOuuu/Cd73wHF198MQDgM5/5DF7/+tfj1ltvxVlnndVzzZEjR/Anf/InuPPOO/ELv/ALAIDPf/7zeNnLXoa/+qu/wqWXXor/9J/+E374wx/iL/7iL7Bnzx5ceOGF+J3f+R381m/9Fj70oQ+hXq/jU5/6VOm+H//4x/Ef/sN/wFe+8hUnNEARC0QJTQeIrsJdtap2gsxLhTLymAGGDbBBo4aYR5SIvrlytqoSYoMVocdis7OY+kndmXkd+3g7noyOFioDTpbVBZd55f24arANG2Jhl3yx6dO0uJfNf1UH3s/YsV+fyXM9ZiJVg6pK4SihmZzMR7D64mKPKhMwcY1s4EWgkAKxQJaWUG80MDVVx/JyMakEyvFaquKVqJYFKL4h7W2eeQbYuXMC9bm5otD58SjyqQp0olCRQpbn2dl66fvp7bWsiXrSDeJ/K6FRlYLeSKU2uqaUiiJ0AlFlt9GvUkih1pIESVLLT1kibrNniYbNgv7GJhfy6BJUIsp7xqrpZsQm2jZakYfFGqg+rGpp+60+3B6PMUMtqNi1bLQ0zGPnou7ZvLd69BFWrdlqob64iIiQ8TmPo0ePlv6PjY1hzBoOHicOHDiA2dnZnMwAwL59+1Cr1XDvvffil37pl3quue+++9But7Fv37782AUXXIAXvehFOHDgAC699FIcOHAAr3zlK0sqqP379+Od73wnfvCDH0QJS7fbxeLiInbt2nVc7zC8hGZsDPUdO/L/SSbm16Zs1U4l9ZIOZrOzhTsoiYray5xxRhHcpErNxN49SXrUTIz5QjWBBpyLtfHYryUyhBIQE3G/9Hz1dKQkmunYcTN/7PM4kFmCpP+Zzorq+U7Mv9V28BjfQd8rNlbZcuo3xpGX5J69rU45wxRb8SLVxxvD8IlDh0oG56xHCTNuDRMtk6Tev9HAxOwsZmcD0aXtktXI6Heqgn5DluHyMjA3N43pc7MbHz5c2K/whlpJYiNsxFd/em4OjUatZL6g37mOtV6jMBKaZrP3uQr7oatUTjGyEiMz9r52y56vpIaImUDZel41GamCrbOWxKitKw2UY4bxhFU36auy28rVq/oi/D4xN21Cg2Bp2+gn5eNxa5PGNhWTpvQD2xLtv1iXOBMjsWHwJqbRGQGfmaWtjYwg0c5t4KhaIvl4rgfOOeec0tEPfvCD+NCHPnQS9wUWFhbwghe8oHQsSRLs2rULCwsLldfU63XMajBDAHv27MmvWVhYKJEZnue5GG699VYsLS3hf/wf/8fjeoehJTRoNICaUSy12yFipLGqLaUimRkdLaQxNPBVMYgSFsaiqVoDJ9vygHmdsi2mDlran9CDxEpkYn2OmhEwmyQj7IyVVOh/a4PC9HSGob0dB1rN01Yn9Squ57GYOy+lC3yH2LtaEpMkxfvrWBeTWjGtrglqB+kc1kqZL88Cy4yEa+vrqHExJSJNC+JjO30WvC7AlDGCRmO6FPmZRGZ5OVyinmfsv2PjEKUzWt86HaAzV0OjMY36HOIVg4ltWShLMiNxLU3RaEyEwRJAHR3kM4eYF5NlatYYTD+0GuRwUqAftWowjFWgqLjCgKQmS6PExrY9Egwtjs3qrn29qjRqS8e0qpbWmFKbPYP564n5o5KMzUhNVUYtg7LpWEntrKKKZFZJZ4Ayq9Q2FIv0qYG1eE/V2fLdR0aAY8e2kdCcGpXTY489hunp6fxoP+nMTTfdhN/93d/te9f777//JPJ0anHnnXfiwx/+MP7Df/gPPQRrMwwvoRkZ6SU0QNngMyZH5mioM/HYTNA2ShULxBprBjv5jc3u9NxWZnpE7HWSJHRk2jHbLNpnkHyorZ2+rl5vvUD6ddL2XdW11ObFSqf0HWOfQt89ZoNYNe7lIeCrMt3vO1tVkmV3m+nqrVV0p1OaTVdJ5WK2mFX1xHIVcoe6zpTVbY031hVMqyCDYz5Y6vuYND0VIGZ4qrAitphdmi0ci1gl2mqj6nSApLwWc2zsjtXj40G/tqPHT8b043j6kU1xPMF2gP4xhWwnV9WBVHVYapRH2xotsFjd0HquZGtb0MXJEZrQX01PT5cITT/ceOONeNvb3tY3zUte8hLMz8/jpz/9ael4p9PB008/jfn5+eh18/PzWFtbQ7PZLElpDh48mF8zPz+Pb3/726XrDh48mJ9TfPGLX8Sv/uqv4ktf+lJJjbVVDC+haTSKhmS9ODi1sgGXlMjEvJjUOMB6NjEYiHXlztJ3k3ou5VAhkZXObJXEWMlG1SBOCUQ9SVBPwiKXzCbHFJX+xvoXQvNnNRNbXbtO78VJkp30b/beum+9dK1UhmmAXkPbPPaMfQALiN5IfFE1buGDOENkQfIYJTRqcxUjwiyATEJTax3LXaKZHUpp9JiV1usk1ZalrWsA0JifCJ5PtmC1PNhGdPbMNHrzGGHR97MqJ7WZqfrg6r6mH9qWoy3P2PvEmKFFRT4oqalnl+kisar+68eX9PHKyWLFVZU1bXN6nypoeyhJImOzqc0ebqP/aibsi6ney8YCin0vS0z5srHn2ULudIr7KsuPfQyVzrB/Xll5DgTaGzx2796N3bt3b5pu7969aDabuO+++3DRRRcBAL7+9a+j2+3ikksuiV5z0UUXYXR0FPfccw+uuuoqAMCDDz6IRx99FHv37s3v+7GPfQw//elPc4nL3Xffjenpabz85S/P7/V//V//F/6n/+l/whe/+EW84Q1vOKF3HV5Cs2tX0QsA8YApdjEWGzNEf63LdZKUY85Qj0EDYoZjz1RNNBmokr7b8UDbK00HeE6zZft9HajrQGEfkqGWJJjg/0a4kbXpUc0ZRegqkbVSaZ6LTa60v9DFMdXI1UojYuB7a/Gr6ojPVxE8y0a1FCWJjLWd0ZvYuAva2SpDSNOyfkCtOEdGyouQ2nrFwV0LEUC90UE9TZEk9dwcgFmmRCxWV6zQw66lRRR1qo7G3AtQ0w8cG1C4H3PzZXplxWo8rGXF6xYX+5MZNfjkwKgTBUtmYnoXPlsJVBXsuT4sOyc42f96Whj4dzpF1q3UktCJxGbZqDoX42bkhzxuCU2aotwXxJgYUHZtZkatexehkrMY+eT/GJnReqbfL9aJWB1eTIzFb7ayUjYWBorCppeD1uOlpfBRHnqo9/0Ggueul9PLXvYyXHHFFXjHO96B2267De12G9dffz2uvvrq3MPpiSeewOWXX44//dM/xWte8xrMzMzg2muvxQ033IBdu3Zhenoa7373u7F3715ceumlAIBf/MVfxMtf/nL863/9r/GJT3wCCwsL+MAHPoB3vetduarszjvvxDXXXIPf//3fxyWXXJLb1oyPj2NmZmbL7zC8hGZ2Ftixo3dKwx4HKBt4cIVeXVRSG6GursfGQCKj11hD4CQpmUlwnwMT7SJjYJtXUqCzcB3IidJMzM6kmUA9AJIE9TRFXYiXSmtjPFAn3ewbrLFi1Tup1xPfR+0O9L2rJt48rvbZvCbGQ+qdY9mNUc5YrJxinSzPaZ2wA7ktKLW/YcZ0gNaXJ4vUwktTTMzNQS28WNZKXnhL1RrpgMnxSOsQ15xk/75rVgrNDuaK2Oze2KOVyiJGfra6grOd5et3sYSmKuhXkhRG15rnqtl/hMCU0tnz2bFa1oaSpJY/EugNyKfVhWNv1eOqHqt1P5bW2rJz67Gf0YtsBrQxq2VyP2lGjHyyLuk3i12ndacfobZpYt8uScoTVV2Rm+d1RVX9ENuCU2MUPCh84QtfwPXXX4/LL788D6z36U9/Oj/fbrfx4IMP4tixY/mxT37yk3laDaxHjIyM4Ktf/Sre+c53Yu/evZicnMQ111yDj3zkI3maz33uc+h0OnjXu96Fd73rXfnxa665BrfffvuW8z+8hCZJAqEhrC8lUKgKbKe5lY332op9DQrNhUYVt1IZzbq2UWtqUdXWk6Si46rqxHTw6pRdVq1HrH1Vu9HsYiuo6qS3AlvMerzSfKklBRcrxK08VP3dY99YO03NYKxuEDqTtOQq25KkXjJpqRqTYyTS9us8bxdP7qJWqJ/s72YPiQ0usbSbEZh+iJV3rHwt7DPtt6hCFbnpmHqk75m1HyWgNnZNVRHEirUqO1tBVf8Q/Xbbjc3aYNWL2k6Rx2yb5L3ZaPQjxIwC+9Wf5yF27drVN4jeueeei42N8orfaZris5/9LD772c9WXvfiF78YX/va1yrPf/Ob3zzuvMYwvF+y0QiExroKELZxWHWA3aedjOryeUwlNKKvoSh6cTG0LesVq2OAaio0qzYNVcRJUvaGLOnJY3YN1lXTds5ZnutpinqSIGnUS6d5Cz6Tr03vGX1E1dinsI+vEgxU8QJr4sTjE6mZwVSVgxZwbOBTexie53fWwYz3tMw0RnCV/SmUsaqEoxUi8qZprcebJvYJLVdiX24lfPoIgBF9J1BrdHrfzb5XbICP/Wo6uzCZnRHHrJu1UhtvwVj7pG1LSaXYjwjF3mGrBEyvUbEZgCTpjZ4cC0S5VWw1va1abCMAygbb9h3sf5tZtY0hrKRGr+lnzBdryOq5VEV2Yt8rBq0rnU7opOwkw0qOgLjzyMDw3FU5DQOGl9CccQbQ7faoVwDEG0XMmtTa0ExOFi7casCh8WeyQe9Yq5arZmg7Q9dboBwHhiYYsUmyHYcpQWV69h/1pNtrYawDrdpIENy3xC1NUW80sGu2gbVOEWSMkxs+Qu3vmNetiNH1PNVNVevhEeribe200zQjMp0O0FwqPyS2EbH6wGN2VGLnTnWJEhvLEOyMUe9pP7L9wFSRsM4CmGg0kCS1EmHUcucaXJoNundb8wZev7RUXl9rZQXYuXMaSZINgPZhWp9iBI5pYm60QNxuTWFH4qrAlBrKPivjYy11rQ77dS1zLSwd1I6nXth9O2hn36uWAmlaL12iWm69jUYOttViM8mO5QWW92nfECXtQO/7q9U4I6PzOjXiqzIAsmTR2sZY1ZNmnP9jkwtbCNr29D/vR28bdlqsA/wQSmg6ndAxbxuc0AwSw0toZmaAjY3exW+AojFYEkPECM3kZDDwjMWcyQhNN50It24VUhklNGpYa41sObBXTSBVsGDJQOkmdtPEKmJhnAagYBQaFTm7ltFgR0bKeaCdFh8xOhreKRbeXdc+BMqSJr7j6mphMEkoicmD4CE+zuUGSlqwejMdjPUb28KOdch8wbGxMqGpErkRlvTEnqnP1s620ynZ3dTTFEkjDNYkjbyNCjiU2KhtrT5G+RjVhGmqk+sakiR4WtXTbvkiNfLVD6hEJkZsNF0smq/CkhmzmCuv02jbWuRh+//b+/oYua6z/Mezd8fj9djeJG7iuCUuiEBa2pg2JlEaUCUaEaqqIv9AVBVhhQoJ5IoUC4SCEAYh1f2nqAWilID4+CdKASnlQ7QlhBCESBWSEKkB8VEaKVUhH/4pa++ud3Zndub3x73Pvc9573vuzLqenXp8HulqZu7ce857vp/zvu85pzCjaRyxBhYb8PUZfbYeWRAmSY0WJTVmNrneLv68b0X0sspTfpATluQ0Ruz1Upu4LQdNH9sCUD+jxArZ1Kfq/1KWmSyTZ1/a6SA8i6yJ4bFfV+Krma8EStXNCXOB+SU0dn1krDfgZ+x/dSDhrCXSi2gfr7vyNk2QvGi951Tcse/FZs9AuL+IjgQqtLnox2GzQ383jdUedFxrGkssvPiiDo8x85LtFGOdJP+L1Q0yMJuPGuek9wF3Xxq91Edj0nyOwU5umQzV6OT/t/zl3RqQVT9YckOo6cma3Tyi410mao2yEV4abF3X/2090WdiDVLC4N5PvKVammlhoj7hUqHHC+wEWm62HJ3y1Nf0fpa1Ku8kLR+vLXuf3qoF1rdLSdclI2lopon5JTTdbq6hAeoOm4Q3g9DfukKFe+XbfWboL5O1MRAzkt1bZjAIXQe8/pGDipqf9PlYWw0e8kxOOmPe2KgaMs0b2titin4wQPtwhm63HWyUu7aWZ0mvVz+iQNOmabb+HJoub9Jo+xklUsFkL6aVstoBvSZhhzqz7/erLdYpBDVe1GjFzrthWejslBmi8mmGMZP5X1HPDna76HRagaLE5qcdn2PfdSygJqfTqbT00bzTeqarliyRsWY4TYsF88azLYodZdhZKtPtRaMkuZ0hHPS8AdBDE4nhdw1Hv0vjtdqGGJr4ot6z2pfYs9pOohF7jc0+G6vPNj+bBNJ3bGIKUDtDsbxPAGhrB6PLxWz/zjTR9GTraLc72dllU8Hl2Vgvwcf8EppDh/JWzXM/9KwBuwMpD08CqgbK/7OsWp594EBFZOg3U3SyvV4eBf1k9PfKStWmgOgEvMTKSh5F03E1tYnroAhQz+fhfh8ceLzvGrhuM0+hik6kvbyMw4eXgnFc+y+qznXfFP2PWa9FYPtLimOXJ9v0klvm5wQNwjXx585VmWvXLHtLUO3SLQtVuatQdELRvS3s0m0d3DVOrQSaeCAkNEAejzG/cJl95/BSadIk1E+LIljFj35XfywSGdXWBy8oUWZ+r6+H5GYcoaFgds8noNJ6cZCStsZjQ3prYdF6QVfjbavcN6ZWvt5Ar5XNc6znf3xWM8iSnE4HrWxQDMK+0+k4Hq2/vSqr/9NJXr93OkCw11LsUs9+hXXwoYZa+00KQ7MN88V2VNah28RnqwsRKu5axetttDtZmOeWAbFi85Od8PZ2XbO6uuoXRMIVh/kmNEtLVe+3slJ1trq9LP+3DZPQzfLMydrD7sG831urTsy2ygLdewYIxzdvJq0KA28ia/eZKPtpdlyMjGzKzk7sPQbGnlCd6DY2chJXCLR0OAOW20F6OBBmWbhsm+ObVbVretWnRvOD/ZDtY5nmfFUOcgdgfUnJHFBpOLz9M0hgNzfDlWuMyGayFshgkAtg1XAat9WOabheZjBDtS7yHT1lWnanbi8D7W4Hg0HlS+LNbGM+vPyPyQTC7XDKbNPBz1buNan8OmnwBLJkgNpBy9gNgbs4yLWf9oBVC9t8cy2NQ1Q9DYz932r7vHLxtDbO7CPrLJVJ9WS2vzWrqBgE6tErlJezKgemWJs+nXXpJnoMjGpmzqxsJEBVaXTm5SXOEJxym4BCLkvALew8ZN8+AJ0WsqwdhOOmM0ZOtX4Od1Pr8e29D82VjvklNLYjU5u9nthrn7eeqTrDMCzCayPsFzztizfh085L7/HyNBmxmV3wIvfYsTt+KpmJdeb9fqjFkcbf6bTL8WgwqLZ60L7c69tisGYo3RBuLJpmneOWTXmzbp09ep2zqrmbwgGqmaH3n30P8FcB2UzQmaUwwMycN2ThkRkbPcc2WtfcQLz81UC9QwJjg40HSzzZznph8BqsV1y14tOHJpFDZfbKRYmZN6BSwOK5fCn55EuDNUjP96apbQWOx7aj2QmazDGq8RxHZsy9YSQfmvrEpvpbmhVj8NqsTcekndVlQfKhmSbml9BwoxQOAPv3Vz2i7hTJHkM1NDrNozrA7AY87Cyht+YvdCEPoJYiNuYCFXegKISOW9ZEbbW4rcFWXSNgBeF/ahPTUUH11UCobqFNY2UFreV8zxIqI6g8UMUOCQ8tdMqJ7Jhi+8PYOXE2H1qDrXCm6fkO6bHUGjhnbdqheeTWroNVDY3mmQ5gKlOW5TLo9FwHfW/bZIZj97Hnu4pCnk6nHYjKqK1mTKsHs0WtP9QwahiDARDQJa+SaxloRJ4aRcOw8JZqFxMHBk2lm8qnWUgXp6pqi9nJi9/TtOinapy8UyhjkwLb0FFfAWjJmN1ZWN8D4osyvdVTwX48sc5HoZVFZxWemphCxVar6ezGW1mmzwEYONUklsW1+UOnVQZN5/UhWnn6NTO1fto2l5yC5wbzS2iuuy48PU4HLGpotFJ7vQUbJE1OxbU1aGFtpX4OEzvcXg948816n2/JD6NmlHZyTv9jHch1T79OB2j1LtbNLVT/cyRYXa18HXjWgu0ZmFa19+zfX/cR6fXQ6nZx+PD1pd8MF06pSw6DP3QoVFZwBSXgL2ohvF2JmfalzhBY64VERpdtWxOIV/bKpPRgO0amTt/iK0WUA4Y67jJv1c5IRqd72HhLy7VyUD61662u5rIzjbLJX/tIB91ubgq0JhctPu/UAdY7q9DiWauDQWG20Tqwuhpem5thmi2pA8KBTe2vjGjv3sCcy20QrNnWyyZd0s9o2Zzz7+1qbx1vMOfLVnbrFxXTsikz0byS9zpFWuiGoi4n2kVZ5Y9Gq10U36dLiG0jQTr005I5C6+DAnyzbYysmHbjNXA9/4pZFdt0VOcJQFW+yrXyoFvyTuFv0z2Yn1XGF22fr31/whWP+SU0hw5VDsHasWrD8gZ1fgcCnxk6Ja6tVK4oHDuBioywDyR/0Fkx92/SRmwn+yrO9na1GbG2Of4uNTMkMxohVzSRzKys5M9Q22I7dg68JIFMTKdT+dIw/OVltLtdXHPNUnAu4/79VXC8R/H0nkK5lJ1p2iIrFSlNRIa+Q7xvI1M1uUZKW4tqY4ryH3YPlmVP9Pt557lv38E86A6w9LZuRRq1PDiSqQMt85izYWsGtIPE/v35+ywL7ZC7XXS612L//vj+iSQz6uZjq7wS6uXlStSlrgTEyq2X1j9LamwkOujbZdyG0JA7adD2DM1OJyTGNlsBVmNZ9mvbvW0LqlplHbKVk/VIyRDLwzL7Xg/Zcu5HQ9ctFrmKYe/ZLKOSmdnFT+YDn8832RRmYOuclg3VRlr4djkmEHZA9pyycYRG2ZkES5Fi+/RZTqUuWuymvCP6NH9yMdtos0LbgO1kd+pIGpppYn4JjTY0a0e1DdAjM9KTlCssZJbLthHbOsSSGbu7vW3IdrI3ETQwDVRNTnxOB1cv0liHrL40ZpaXdaoVFb3eZMdheVF7E0UPwXOaZlsY1s6nGWsZU6wzk3qgZQ/4K1wBoPOWNlodhB7NzMsmx6LY1NSTZ3Oz2hNJyyILFU5eVBqFV89i1ak2AVA7qfcSr42NcIdZDSeWPqksg17oAhYrUrvizqap1DT5j9RfiHmnWiLkbRwYSSf3pRkHLRdvDmbdPjS6munJlodNgwf+7+2x4AnrNWB7P9bvwndRUjE0fV4fqqZTGwZNj70e0O4aeWxZ7hoSoZkm5pfQWJWHXUoI1EdV24MUMww1GSmZsRxBJ0McAGOLPuyKYmcSU97XfrP2jGVS29uVuaXXCwW2z9owvLzS/9bWqnXZa2todTrYt69dm6x5l2fnt/BWUOu7HKxrHbVm+uZmuNxMM5fEjQJ7IzufExMjfaXUXKNBE7mJsI22LhXSPOaorJnhEYMYGnr91mALeo4Q+SkHe7tAxROPItrs3Bq08jQpc40d96wNwnMStpHTBqP3stx5lFZTbQMaDNNIZSRQX6gWiDluttAUmfcs65PHMjS84sqPY2iNLeYYT4g5CGvbyLJ6vIHM9lPrpNYvu8OiRqZptfnRQGZ0vxk1H3pZpuLZaIDqvmfmtnkGFHVYnfw0TcnkNDeYX0Kzf3++bJudqw4ylv4b/5lhlvsjrL5Z79t0+xGrBgcq9bh1VSEhis3uvRkXf/OqkQKmRR0MVlfzyGl60dEpxraA+vk5ovrHYFCN5jTeF5tWHTx8GBuH8rmvdQoeDMJsB6p8swOrXmbPwtKXqCyqNcn4lZXq0nu2YBiRPWCSZiZdWi15cGGtFQTnbS/D1zjALi8vobu8lO+Tw5c1wSQFeqCSJZ1WbnUMAcL1y8XV7VaaRNYd5jmjtQ6/+pxm17lzVZ0DgCNHDuZqexaudWKw9Quo8lQrrjVd2EpQFDTJlFoUdRBkVaTsdX+K+mfbai/4afNfG6s+z3agYHs4cKByANd3mBdF+tqdDrJOOziySyc6zG+1/GqQHumn5bTbLcxN6l/m1S1Np3WqAkKnJAudXXh11Th1D8WvRUXQyaFtGto0aQ3zeNnmZuhrqP/b+Wye3/lS76UMlfxZlpZtzxHmltBsZUthLVfSomaXgsAAVdtXNwyCDez8+bpygHu5ZVnlI8l9nAhvvzHlUt4AqTJ5nVsgHEcA+svoKOBd3HRPoTtyaWfY61XMhB04RzwAB5aPYnMzXFSmLimUezCIr2LyNojNsspfSO8FaSCB0zRbnyKboWoSyrKq5zROwRd7rZIfeZsmKshPmHU5F2zj2sOH68SKAcV6csKT2ZIwYdWtLEO3uxQMlECeRUqIbedvZ71A5WqlM/+j9EOgVsV6sTJjlNCoz5KmSQM3ozR33dYJA4O2rkbe5nrW2dxmtaupoPwkmN5A79k1uPM2JwM2bB34i4xvdXNNjRWHYHY1bdSr7Yrtojyg1hDdGpnhp1ZkXYKl+3SR2NXUQBGIqlYdf2090wmhbQbWtGv7Rj7HT/Y9qp1UUawTeect7XIV1NaghYuDiYyRlwlpp+BpYm4JzWCAmuqTswU9m4b+MXbSorNBjh22gdnZBPsEb5bM79o4vQmOmw40PKu9BAXxZpwqqO5JA9TX8FKDoFN5z6RThGk1zPa8J72nz3okzWprvDDKl3X6FptpawaqZkYvu5bW6Yw1yXa1GjtNyqZq8CFa+SoLzybXVJ6K2LOOU0G7M8Sg3FE1zMPFxbqCgVDLl2dS7fUALEuA1uxk89IO/naJupdGSadWVw3achAbtNZDqyyZqLfTdqHb1GoH4L0TRIR6Wm19dKDRAfUzIC1q1SlW761smrFNYAZG9gdqfM8pS6YlZtHTuYXCE9M2a+tHZcO29Yb+TNpXJ1z5mFtC0+vldtOsWGqrFTw4Y8VRcbIDV3JiJ3F2zzkgv8dVJDEi4o2vQPOWD7nM1fey07OR2N7AG9wpOGf3hPaaXDqiIzPD29jIZ3CcOne7aGdDdDqtUkOzb1+uhGgiJnbPDc/Hg+nmvcVF2f1UM1QLx6raNbP5XYmahmVGDjuoMtuU3FgZB4Nw9pxnUbs6+ZnERn1HNDJbrlbdYiufTX+ngyxrl+TPO8zTZp/yWo+jlKKNG8gon0dmmkYxw2g1z61TsM0eBuGN42Gbj8irD9pIKTszJ0ZIYiNqA2nVPojyWwscg2k6szNw32kaxe1n094rdmMops0jNvrdkHYvu7xsjIk1hv8FRUeirpot2wUQtvmP43WXF8kpeJqYW0Kzvl6ZgtTfzfYztgNU1baO9/xfbfoesbGOw4yvqdNVtw7A11hYZBlQLs0EQm2F1dV75qf19eAMEyoyW2pyIunRUZpemNy1NsuA5WVce/gwer1q1kNN9mBQ+ROpeU1NNjro6kCs/WPpsmHToSYm9Z/hpbsWcmWQ1ddrRSjuc3xjVjFo3eZGy1b3Q+n1qmXPDPpaLosHKvMdTYR6yJc1EajKwWYi18mrw0Cng3Y3w+JiKyCSluBYbZMFxzBuedPr5drMlsal6hOdBaiWhmoHbkAUYxlmIKSjrzU1ee1KYYt37GDFQNfWQmd6ZazeyKjai8XFak8GZjKX2FBQNRkWhCZ2pqPNFvufrXPdbkH013phBtnLqha9zfQsO9fIvLMX+Gm2uLDlpNlt+0Gr/LLZbqOyHNSLy3M2ZlLszhUXLmAXkQjNNDG3hOb8+bolAahXcIKNw5IRbffUwNBvRsOyZznxPZqsNH7bj8hYFMiqsrskx/YO7P0t++r1qoGeG+L0eugB5absJDRZr4es16s2o6IK/sCBKnI6yQC5tqboIZaXrw9EYXopAkkK821jI+wn6QCcZZWjn1prOh0A54y6zJIaTScHWA6qJGMsfB0hmVapDySrDPqNN+r7D1knTXJBTXM+yLaxRCJDVZbXQ9vKFyM0QDWI6uF6BTvOsqVALuv6wOCt6Yz1McaNl6y3pTe6WOcxoKoQehx2UJlR/u6tVdZNfqos2q7sIMjvUTJjH9TC8mYjVtunUELMkVc3muEzNp9Qb8/2FTvB0e90AmYbKXfN9uTWtGpGakap5sXb3W8cmaFQ3S620C5XBXqw/QMQimWziyv/Y2SGxJf8Ueu87eOZDFV20vctYT4wt4SGgwlQdX6EXTJNeJp8b/ZgJ3D6riUzSmC0cXlmd28/DU87Aziml1jA6jiqvjP9fulvTzJDcjMA0OY7JALa8ZPUmAGg06k2fvW0A9YhuOmYA/0e9Ll25qz2IJtOpjW2p4g74tWzj8GrbxWVKurzqv07RQmcWHWJkWaMlUkrH3tdS3rIPrhMX09IN3mnUagfjZ0px9LukYYdocm8YYTVVTH205sM6DEH+r99tgYbsGV3NjCbeI6Yg0FtT6Bameqn/W6CixEd7//ymYFJhw3fay8W48oo1hFppc+yICsJ285j9U1JG++NE8tLqnV698RnUcfcoqaHpKGZJuaW0Njlfjoj4HerXdWJTczs7/V3vM9PO4bG3Akog+2DvEaohMDVzljwnhAYNQkMUCczQN43so/MSGioAeAozamxmTq3BlvYt686V4gdsGoxSNrsrNNOFO3v0n9G02czTTPfmpwI+q405Z0DfVwn8UoadBmxmnZKDubZF5rYBCsO0wNU08ksqzbZ8/bXMDJbn/Gmsc0S0oB76fPWKVkJpM13JZg2UinoGJHSVzRbVGbes35AgX+aNzB7ESqZ0U+Goff5m+2McXhrrAu0MMTiYitwJrdp8X5bhUn0RG3KZsmx7XyYaUB8Iz3PuUfTFahFwujZ5hmNFdWrDl7T1n5SuzZ9npMLr4iV6NginYRvXz4kQjNNzC2h0S0+gLCSc5zjWMCBZzCo/D2AqqHo8QaqCPA63RgR8sgTEK6+VTcVT0tBzW6wF4s3MOs9OoEUZqZBv59P6ABsob4IkIQmQ66laWuCdTkJHX+4ZLoQ/ODhwxgcbpedkL5KEXn2k9n+p/yunVIwHig73dior//0lqlrZ60d8+pqZfrZ2Kj8WkwWapnTonXunL/FjW7hw3fVytTptHKTDS9rfuF3q2kCwhVo3B+IAWtGFWHZKsBs8k4q0NfV/Mdo1BSI3qCSx8pKedUEBlQ+NN7U2ex/pITRyqnZEeOhOmjVZuEd092x/SjR0oh0hqOZau0aVAdTW6bLkyKEBoMBut12Wd/H+Rzz0/qVBTJqgWtb0bbATio8wTM8Q0DTq4eD2bRoRSn2nLF9oyUjOmEE6qTU60dVw23/06TaflMdhO2iTSav0wEuXqzn+fSQ9qGZJuaW0KysVDNmZedAtRIpy6oOmw3xjTfyZ7Tj9MxQdjUTn9WOSd+zfZo29CyrxlSSAD3XDQj7kuAMJx2VNHD1Iyn2axkA6AGldmareLx0CC6+k9Twmc7qaq6tAaoOb2Wl6tDeeCOPqxhcrz1yBHQQVhHVkdZuBaMaKA6e9OMtO2/1Z+DycWYwdzHmZoKrq2G+KJmhDVI7esc+oeVo9/DjPkNqujxwoKpTfK/bzf8/dKg4qPMtS5VjbUyN75nPOGj2erkzMH2adBdCGXxUI6N+rvT/IXHX0wlYFmZvtJLYtDMxc9oRhRoYj0gyv2MmHBmhrZw6AOqSczsoaVC2TepnQERUfiXG1oFIyYFXSZhpLCP+ZnloI5b0tzsZsm4rIP7KkbSKqFYmy4oDWlV+20lp+pihygaAkFB7OwN7sLOrbhdYXo6SGS1u7ao8Esd8sIok5fTW/K/hss+05W55mNYPdiUJ84G5JTRbW8BoVK/8QN1cwHHCq9zerELH0dhMUePl5FUHDitXbAUvEC7NLJ9rEkB7goLUcF4wAAJzk6ehaaHypWkhJzWtfh8tTz2lfhzSeXY6B4MVyrGJamxc97T2tQyyl6SXZjUUaUC/X37Wlr01wI4NSg60HhEcE7jJHjfkU/5V28bLjsBqIlQTjt2khNvNWhKB0CxjNYZaf9VHWvNexyz3jCBPfjYQb+CPpddGOKjLxu/joud3b0CdSB6vs9AZiQ3Mu+fZL2KVfDBAK8vAk6Ht6QOEJTNlUF4f4CVW2S2faTrDbGyGISBpWwP/jCpLHCiGp6lWeH4t3qolfrKp0FHaK76YAznXCewe0sZ608TcEprBANizJ95Had+rY4LXYOyRBdqPWH8Zr0PV/8bJrLOViRPKAVB9AYxwwzGXamdIaIBKUzNA4Sis8agtw/hx6IDoHWytpg7AJz1uHniZqnmgPkOoa59aOt2zZMgJ1uNMSnJZfwiSOD1Ky4bRtgOcl9CYP4qStoYBzRuvJhmnvOeCfY8mCSS2zS3RwGBtsfCelcvjFZ7sRL9fbHIYk8mLLMaUPDUK6yDbwST2sQY0TQBqYXoMLtYJKdPVpUH6u0kYT23siODByw77TsynZtx3S5I0K5Sj2briNP0pI/nQTBNzS2jW130zk6quOTbwFAAdqPS7NS9ZPxmdkHqkifGp9kdN05TFa3TR2Yx2pNzPhOYWFay4Bsg1LYPiGspvEhoUvxk9iUwZZa+H1vp63vHR5ERHB34v2Er38EEMBqVGuhyDmRZvImj7Sl2u3cKw7q+hqhJehalJ04kiTS0g1zIBeaCrqxW7Mr2jaupXV8P9h/SkhX45cLewuLiATidPL9Nx+HD+/dCh/H6ng3z5NvPM6sI1XTTh8J5uT880AHVnk14Pi4tLbievA0bMqd3OYLOsqK9No0/jkiKBVbkZ1YNHAO3qQ5VXigxZFs7QPQ7StgxBJwOcuXjmG80cbfDWA57kXs1aVgiGUXZQoc5O24DVzpT/90zYyrC1nXgbDTE9OhHhbxsh7b/aGPm9sPEw2hjxVLF4z2YFi8I7cSJW5oNBPXl0B/CIi81f9u3jFIoJVw7mltCQhLDPUP9RhTcRs3Z8uzMsEDZIbx+DWKPmu1kWmrA1PMKaoQBnNkFB+akDW0FwlLzo1UPd7ERCM4SQAKYZuT9NSQbUjg5Uu7CtraG1vIxut43l5VBbwc7E4xGlw7P5HZjZONBbD+0ivUNDZvTKUJjOgIoA7tsXClIUTm+tys7z5+v7962ubhc5uF7K2+8vot9vo9/fX6aTmzsePpyToE4HOHrLcv7DU0uZdA0LJ25QdsrPDMqyPKzrrgve6yxLmQ7CrFOQ5KiSQeuhatkaZ/4xcJRTz05PQ5Vl5TEklk9YNxHru+QNXpbA8f121xBImkvVJhjzR/HIjY1YmTv9huyIrEQioopVDmGzrVzt10Rm2AGqZ61VM9vyoU2cHZNHYsz3YdYGJHgLKxah5MbOwZrKVKFxavOxiw4Yn/o96/u7S2iShmaamFtCw0pN14Omw9C0sus99gn8rh7zHJC1/1Kwr/I0LE3jwUTjhO0EY51wIWDMzKSDfhlU8akkZiCfLpHw1Fq9HrJiFQc3AKNWat8+1Jarat/OmWkw7tnM82bNsoKr0bxmTXQOvHEs7Jj7yGmi7iCWrxvr9TpYW1sod9jd2AjPyizPdwLivgyFfN4+QcHKM26kaNawWs7gmXJisMS9DGsnRCaGmA0ly2r5LckJxl/rY6Hf7WIqG0bN7GQH+Bhpiwll77GSqwmU/09iGyvgkbUamYklUk3CVkb7jqqKbSO0lzqzFxeDbyoTTwQtT9t1aHr5rGpidH8xiuy5xanbmYZrl/XvrlNwWuU0TcwtoQHC9tnE8nnfezb2DsmSnfR4fZbXwDRuz/yyo0Ta3+zUAGB7e6z/jG0i3n/ld+2ovU5UrhaGWFioDkoksVTCYmFnUcH3WME4mTfWZ8juixIxmXhR5o9uS2g6a8pJzWCwUHKOzc2K+JJ/tDVhlnk4fk9E1AfECMsgvYNC1dqjq4ybgt0RWIis8F6hNsDjPF47tG3HI3AT+Ud49cgjK94z+r+O7J56dQysRdGSmcZ4bQbFTIBWFqq6mnxoVAARZOjUxlj2eFGPs1LG+saYBY3f+V7sOeka3XqVcOVibglNrxeucuJg4jnwqoYly0ILjg5iSl7U1q8aX+27PXLDPl4bqzVlK3QwqkFfUE2Jmpv6fWyhbnJS/xmGov4mii25vwWgvbKSO4QsLJQmJnQ64WeRgfv2HSy1M7pHiDcI6TJhmpqqfXfWwvSpaY0DSUHemEZLyAaozGktS8x0ulfsh6JKEPrS5L4z28hNTRvFRXKziFxz08HKyjXIstzklGW52YrZlps+utUGL7rRnzj9biEsH648ywrTU7CEiYIWedPqXcT+/UulqxMvq/nSnZ2B+IrlKJStcsmIetyr+cK+0wBPy6I+Frb+6F6P9tR7amVLDUcTGbaJ9wiDjrL2f/Wh8VYSWGIwGCDrtMsgPe7HR92NJVUu1dwxbt1Ey0x0auXBmZq9b5mw2HO8LLLZob+1z1OxY8TCcxGI/das1jJXOe1zu09okslpmphbQrO5mRMawHc2ixERvtvrhc7ChKfFza0d2wD66PfzgLa38x5J1aMKjZduHFZbpJ2a3eUy+GF7EY6+xaDYA2qkRgkNB076mejKJyAkNOxf2isr1dJhJTJkLoXDYGc5JzQHDoRmQKA++7KEhpP7TgfAirALeunaXddkZZPdNJBpGzBd6ofjDFj8yWXX6ktTkZle8Z2dVBs5oVnEaLSAc+cOlg7C585VfjRra8DBw+KLoHrxgswo+dSVWiUhM2kuR3Mpi337lmr7ydgqw3LQKmXPZwzqXIyI0AarTmtWzRbbClpGHku6NDrPOdiKQ7cVti3WN3fQ0puqBtLE00HOPktwxPUcRHSmYoWWMFoYgku3FbU8sJ2OZ+7Vy87CrAmM9xcWqn2N9J4VwpqeUFVZS2CYfL1nndDt8zyTyfJF62zskRqvK7SExn6yim5tYReRCM00MbeEpt/Pl217O0oS9tRkQif9dmKlAx2Rh9tHPsgtAFhAv9/Cnj0LtUmdhmMncTGMmcyGgrGlFjNlz19mYH7r/yQxuoR7AATLtwcwfhzamdK+UtzzBihvbxntJ9VUXx55wDh0zxvtyURD4y1Jh7kHIPSjMT0ub9UPRsyJa+VDQ+qkvWL+/2jUR6+36LoblQm1tjejadJy0DREy15GiqwbTqpt/ttOX0XY0exV1T9koNzciZhg4zbG5T2mA6A+q7N+/taVyfrbjczaPUweBu2J6dB0W2FspsWWgZsOJcvaje285ghs49I67JEZLyOsTE176DiXNj0rghd8LEsmqmNG5BhRsffs5tS2ODmvSZgPzC2h8TYUI2xD1Hv87vUZNnxiNPJbxGi0jT17Fmrhe3HGwIZbc5Jtgqj9J/WV0Xuxz+B53e9FewrLBBEeUsk0xdIS85GNTs+AqDHeOtO67nQT+HWEUdNnxvrQbJvvOdkhobH1qXROHRN/rDzKCm7XrDrw8rmp7nkOqRO9qEcZ2/sxgSaq0ONF8AbSnQyUUdjlO/Q18QTQtGhZeOvjLxcmCe9SO59vQYwYydHnYyJYkqrhNcUdS6Yq3zw/7bQPzfxgbglNrwcMh+FE3jqDqdZGG5g3ueF3NQ0BJDPqGMrPfvF/H7nWBgBaGAwqghObGWv4nPBaUlDCMjEKCATmCiDce2Yg/1tNTbkJnYmqJdeg30fGpc80c6yv56prHjvQyw+s7BQ+Aro6zComsiy3Vrl7bngzYFWbCLlqcnhu6T1rEtECGAyge4OE2oGNIhd78n0LeXnT7NQGNXWrq/tLNyNrJVuyRyCw8E06WMJqAmz1+/lxFJyRUztmp7CSv4zOW/HkaXDs/fIcJ8pql6pZMH9Va6MB69bZqAcVC9ou26ZlhyapLKs+a4OdrUPqGA7zjNYvhWqbYnVTbasTgGYnm/4sK446YRxWIzqOveko7tUNHfHV/Glng1pRCqiTu4qn36U7KpWrmm0MsolfxTbkowzab0+SBdZncrirC4fsIoJLeT8hhrklNJubuW1UHYG1n7IExjobKiyhASyRsRWUM3TFAoB24dezMPEMUg8LpA9p7WVtyeyAt7ejhMVusKfPASFxgfxHHw4gH7KXVlfz5cfck4a7zqmDcK+HTrddDupcVuv0j8Fhoe6ybfZMtiOPrAxSQqc+NEGltwxR8tb6BuSb6PVRkRn1odkqPpXAAr3eQaysdEq3JuF6+QZ7e/eGMsjgaYkn851lk3m2LHFQsuOQ3ZeDyVXSwnzX/C8ds1ci020tKHrkWv+ZxcVqkzYbYSlIPfiA2MKfjXs8d2OjIja1dmYHaSU1duayvo4arIOzJ4SG7f1v5QE3/WsFZeI6Mdtyt7IwXpXBsg0vP/g+nYM9klY8M0Qr2EHdu9jelQ/GHIDHKepsufPT7uJuw7Lnf2mWMTn0tdwduEbjHb6fEMPcEprBIPShsR1erKGpd7ynqgwbopIZfnqGnRaq2Xu9UeriAk4aGaeOFe5SZ8/TrrjvaSssybFkxjoHa3I5uPJ8pwxAx3auOi2jlqbbBZ0eVQPjWSI8LUGQ6Q26bC+9Nj016Ew7wjCrCXxlSgp9aEhkuNKJ93MNztpaR3lm1alGevFYudGfiVegnYlpEwRWGRTLDltOgDOwNkE3BaEzsHWkIpmZwOQX02TyPx1/+T2mYQ0Q8xa2pMb6z7DO2Q1NPLZFgb04IuVfu20T4pGjWLl4Di2XYObzYPPYiuj1mZYfxRB7x3vG/mc5JqF9vM4hdpfQJEwTc0togPqkS++Ps5tqY7ENM25mUlhjD0lNfe8Gb4mmvd+IMYnx9i6xJEbvqWnGIzsBMbBGaU+mQe70CFy2vjSMT5cKCzz/oOj8aGIHJaAish6J1f+qOhLrlGuF3EDQamkYU+5NYzWj8jYesz5ONWIZye8a3M2EHEi+e0S3iUfFBrVJeFeAps1N9BlPozeprWyHKEnkpBiXSZcDTtouZ/BAWC/Hbadz5Tn0Jh+aaWJuCU2vl2toCB1QYjMLuxIWqJ7NfWGUwHBWTrTkP36y81tANbgtIMvy+9aHRA9v9DTZldzOTTpobGy4jM2akYBq5q9aGpIZmmeAkOBYTQF6vfBMpMgy0k63Hez2zsvrsGrmpiayQZVHYWKz6VEykJl7LVvYYz2vtdyppemh0tzkZsXcDMWy76Hf72N1dTGYIfZ6AJbFTAOUlVHToeuomAag0JL1+2ivr1d2LKKoRP2NcFZK/x0uRKPGyJqbWAe73WoJfSk0A4n5WNi6p1oYy5QMxnHKJsLCyYtuFBib0UcDblLhElLfAIRr4W1Cxo22xlFpiFbgztIImxnqkK9piT1vtWW0BevsTTVY0jENs7br+83HPI0Js1W1M155MHr1tfGUUEY525g1Gs5gECraduDmdJmQCM00MbeEJma6jmls2YepzbXSxNCsYP1mWLkW5OK9LbkHc28xICzsK+xuruxnrPNdLWG6t761q2M8mbH70JCw8LkWQhKjJqctIB9U9XCmjY38kkMYW50Out122aGMG7xqY5+1lxjSxDOPlHjxNyL3a5orZwfDusaAZIb+Mxuo6gR9bICq3NcB7Mf6erh8ezBAyFwJWbJNMtNDVR769BKAbHU1PzDU9tadDjZXQqsU98BZWwt9xqyvrpIZXljrVS/zZE5lZ3aEETmCiq1OUoywiNxzjAXig5cd6NTpPEpeYhXPIeEBcVEzkxKV2IFL0eV6vjy6626gEZtE/aH5bz8nJVWMLyY35SzITBOhYVCKmIbSWvTscVpemPzfiycWN5+3k1UgnpaEKw9zS2h0lYNensuJtv1qCbYlLn3zm+RGwc5A/yPJWXCe9zHW+mGnHeqYYTrgpq3yY86z/LSmJyU0+rutg5o6i6gDb6+HLGsH41tT0pgPjWDBCZlRUtNkLitNNsyvHZuc7Oom1chtIPelaZfPxIh0DYXvk5JNOnETAZlEkf8aaJEWVeBZ7uFr/irOoWcQZhnC8tVy1XKw0FVOY7QzmiGT1A37u9fL/au92fxE8DoDD/1+OOhTs2ExgW+WJTMTaWaszBpHbFMrT1ujZUGfJyuA5oHUKV25ZEWxfCh2AoSnobF1VTmkkpqY65OXbCKmiWkkv1NB0tBME3NLaIDmiuo1pgoc9qwmJuY30QQd6HaOWB819qUCnpTjJLdkZpJ3xsnhgdoPu6plYt8hg0llHZsWM6pU8o3rjPjfIqyPlY755fhiRy/ZO2gcdloel6XTZiCxDZwIHcV2WJiTKjasWFbR4CFqXtjxC2P+mxQi+K4Nql5EsXY6QWFMQhq8PsyrSjtFEwHcSX4mQjM/mFtCYyckHFD0CASdDQwG3lJsLr3WwQmoVyo1MzVpcRYBbKPf38ZgsFCzohCxpY3BA6ontTPGYoYZWy3Dy3OQ5W9vd92x7b5JDYBKE0+zAO95fgPq04HeOLVGRAPTgCFQ5ZWjNuEknQqnUC1tHcLVy2Ubud6E/+cmKvqu0MWpJDSO1sIrt8Z0AO6IkWVtd4ZMLYzNUjsh188aY7B2AZpirDmGZ3vYk5rHaDBiA1WkuFwFhTeTH6KFltfwbHo0EAUrA5eiN8041JanAtvvWdt/34NNPD+tmcnuPaPPWhlsYeuJpjbOrMoGL1h7xIy2HVuFlODb/5tgk6XvevUixuFUsZUwH5hbQrO5WR/n40u4lXhwgLJOvzpA8fcCfGdg/dwqntHZTrhXiRIu77PWcGOMR6Y91qdE/TIG5rIrgYBwIGUs0d12CTVLbGxUNoDiysTcpA7Q2qHZMb6FoXE8MZnmyKsyxmQOTE5aACizMKgjeafsaezs0QcLxfeO/N8v3U/W16uTG8rBlekpIo6RGWs+LP/zvNgHA+zd266p69WVha/p2ZjeIBH8GAyqw57sS2SrXKaiditrx7Iow2k+AsC2YUYVczLV5/humxFQPWjT4q3i4i7I1k/IsiYVPrajsH5GEBxEqYmzBEWdgb1Pr5woY69XmcuUzOjmVwa2bJRPbW9XB/oqrL86xbLZYPsBhmvjsdlgJ0I2qyxp0Q0ZOdHYPdjJ8aW8nxDD3BKajY2wPXqsvuqLVCsDhD4zCktWCM/zBAjdbQF1Go6Z3lVWINLvxaYdfLnww1DpYpeFJTR0BrbEwG1WOvpvbtZGHztB14mh1dgEYUYzoi77jpq71dCYaO0VdkZWS2M1eHptBec6aZjtiF/JJZn7zOgQ81Ua5y7kDVqBDsHbcpXgaOHtO2Mv3dCugC6IsvLYcTnmD2dRm4V7GWBZkqZVBdOA1FfMwnMy8UbaLCvIS2u8pqJeIf04/cobhsOI+H3v3vAZd9OreHJstPY5qxSLlZMHXcbtxRPjx/z0lGxN/08XO+6lnPcTYmjyGb3isftL8oB4hZvMdqqN2qpCJ/JbFbVUzCl2J00iNqh+KxXHG6zsd0A6sR2QGoV3dEMNE+ibx0d7aTOuHSYHwA7yvQjc5ukkan1PGRC8HPOtUCdgb3OlHXm8TiYj0NzOY2P5ZcelBizvudkzSZ5N2tF5bMMi5vNUPEvN0bfqu3IZq0IUniwxJ+WE+cDcamg4TsX2wqISoX6wJH8vmN/b5j91m40NaBrGotxbKG3La2v5XU5YVUbet6btYCbJzowqYtr2i9kzjSG6n4lqXzxyo/4zQJwMBUvBdbbt9RRZVkuT+s7YY41qHZ4lNU6P2DTY2yXrpcnJM9dI8DxVPb/taejUVOkN9JWmpt9fDKwAk0LzmcdPBEvx7fSVe/8s1y09tArpzFk/LZmhwq1tj0D3NC42UTHNjNcgI/BMBgqvffO96F551q7ZpPEktK3ZnYM1DIZDc5aadOyMhBmPsBxK2Dz1VCFWY8R+IWYb0vA8tmvzxR5XjbAIGZxqPdT/DHCDqL3vaXUA/7g1T1QbllW2xU446ffzI3J2D9v41qaDyeGnCbuioXnooYfw9re/HZ1OB3fccQeeffbZxuf/7M/+DLfccgs6nQ7e/e5342/+5m92HOfmZmXPVRspzRu9HjfLA8Js2JZ7urcM/Wxa8l8LqJkXLPFhS9JZ1CL6/e3gsEI2MLvfjI4hi4tyUB1Qqby3t8ORa2GhTNGguHoICQ2jsAN9zBk4RmaCCuTZ7ZkIAQdVHSP378+13upi0emg3jvZgafo4SiLOjV7VwDPscrIy465ilZJjUcHF8xnZc6kU3Bt/DQjmea1EpjMfC/TZAfWYtOZpWwL+/eHVYP+ubrHDAcczWbdR29jA3U/GC288rCnAt7plh4hYgYbNM3+d2qusJaXGqnx4O3e3GReYkSWqXoOw5YwFO/ke/BUjw3RwhCtOPGytpJxWkzbLm195xEVHkMw+dTp5GfQ2qB1Ly/t27ToGa1GpyLbLY2UuKhFzePSXvaonzr7UO1r6c+2e4iNFzu5EmKYOqH5/Oc/j9OnT+PMmTN44YUXcPz4cdxzzz14/fXX3ef/+Z//GR/5yEfwsY99DP/6r/+Ke++9F/feey9eeumlHcXbtFKoGhd1UFIKTyKyiHBg0v/0+aYKt2DuLWDPnnxPmtGoHzjRxVSkgdbCTkMIHWgE6gxMh+Am3xl7z1s9pMSnhPqj8PcE4DE/+/ZVZxcC0odqemMDyva2T1gMXKdaz8sQ4a2wvkyUKufedpmE2iaJE0DJTI2kKUGgsMUIo+dBWk0NCWRNUuGlHKCGWTsMqBSsQa1m/4uRiCamEnnUyht71n23SZYYyYnUu1rgOtqOC9sI2CpojP41tLXWZoD3XdUYsWc82cgyxjzbzoYBiVDFrNYd1nNPiUdlsueQroonzUq7X5KXzR6fjNWD+mRlN5AIzTQxdULzW7/1W/iZn/kZ3H///XjnO9+Jz33uc1haWsIf/uEfus9/9rOfxY/+6I/il37pl/COd7wDv/mbv4n3vve9+N3f/d1Lin/CfnJC7LQyWdIzBUyQuJjPjFf4O6kQY5+NyGYPPrycuCSXuW+pgux+B3O5G22MYwAOWYjaBKeL3R10Csx4Pe/YNO+WfN9CWUeUPAkJU8FUq9nW1haef/55PPjgg+W9VquFu+++G88884z7zjPPPIPTp08H9+655x584QtfcJ/f3NzEptiUzp8/DwAYDi8Un/m1vV19H414wmoPoT8M9RhKRAbId37lqifd2p47xdrZG9+3RpBFAH2MRlvlO6PRYikfydfWVqUKvXgRaLfzGc2FCwCyi9X634sXK13v1lY1VRqNMARwAcAqgDXkG/Az1kFxMXV9kTJD3bS0UDw3QrVl3F4Jpz0aIUjE1lY1RVtfz+Vtt7E1zMoZ0epq/hfVvXayOxoBrRYwGFzIH2R6qSfe2qqmWaNReUTAKiojD7VRQ+SrdLh3bxuV5qo1GlWGdB4hceEC1tdb2NjIFyO8dAAACkFJREFUbxdRmNzcKK6e1AuWN8t6T/FsBuAChsNq9nrxYl6eA9p0mJ7RCBeKt9Ykj9XU1C/SUMZGzRXTcPFimY4LyLOOK603N6vsY75TubawEBZdu52/u7qay9pivWNgWud0ms5D1BjwaJQ/u2dPqE2ykbRauNAbwEZDeXWFsl5MB8Vg+8myKjsWF8tqiGy4hSASjUDtFNph5I01vGzDZeTcppyqsHY7XL6lK8C2tvJwApNjuOKpNSjCXF2t7Dhc/0/bCeNlBSO0rbAyt1pV2jY383Lp9XK59uzJ07a9Hc46mN5WTqe3Bq3gtBWKc/Fi1XdxD6eLF6syomijUXWmmLoEaB/YalVViff4/7DopNimVDvEqqeTWat4Cov4QiHTbhy7rXtWXQpmweyvHEyV0Jw7dw7b29u44YYbgvs33HAD/uM//sN959VXX3Wff/XVV93nz549i9/4jd+o3X/zze+4RKl3H6+9ll9XLGgwj5gRv61x/jzwd3+3K1F985v59dRTlzngr389vxJ2BzoC/7//Nzs5Ei4rVldXcejQoamE3W63ceTIEbz66rfe1xw5cgTt9g42Y7yKcMUrAh988MFAo7OysoJjx47hlVdemVrl/HbFhQsX8B3f8R34xje+gYMHD85anF3H1Zz+lPaU9pT2S8NoNMLq6iqOHj16GaUL0el08PLLL2PrMiyparfb6MQ2MbvKMVVCc/jwYSwsLOA1o3547bXXcOTIEfedI0eO7Oj5vXv3Yq/dFArAoUOHrroGThw8ePCqTTtwdac/pT2l/WrD5Uj7bkx+O51OIiJTxlSdgtvtNm677TY8+eST5b3hcIgnn3wSd955p/vOnXfeGTwPAE888UT0+YSEhISEhISEqZucTp8+jZMnT+LEiRO4/fbb8ZnPfAbr6+u4//77AQA/9VM/hbe+9a04e/YsAOCBBx7A+9//fnz605/Ghz70ITz22GN47rnn8Mgjj0xb1ISEhISEhIQrFFMnNPfddx/eeOMN/Nqv/RpeffVVfP/3fz++9KUvlY6/r7zyClqtSlH0vve9D48++ih+9Vd/Fb/yK7+Cm2++GV/4whfwrne9a6L49u7dizNnzrhmqHnH1Zx24OpOf0p7SvvVhqs57Qk+9ox2Z61aQkJCQkJCQsLUMNeHUyYkJCQkJCRcHUiEJiEhISEhIeGKRyI0CQkJCQkJCVc8EqFJSEhISEhIuOKRCE1CQkJCQkLCFY+5IzQPPfQQ3v72t6PT6eCOO+7As88+O2uRdgX/+I//iA9/+MM4evQo9uzZEz3Mc95w9uxZ/MAP/AAOHDiA66+/Hvfeey/+8z//c9Zi7Qoefvhh3HrrreVOqXfeeSe++MUvzlqsmeBTn/oU9uzZg0984hOzFmVX8Ou//uvYs2dPcN1yyy2zFmvX8M1vfhM/+ZM/ieuuuw779u3Du9/9bjz33HOzFithxpgrQvP5z38ep0+fxpkzZ/DCCy/g+PHjuOeee/D6lXho4g6xvr6O48eP46GHHpq1KLuKp59+GqdOncJXvvIVPPHEE+j3+/iRH/kRrK+vz1q0qeNtb3sbPvWpT+H555/Hc889hx/+4R/Gj/3Yj+Hf/u3fZi3aruJf/uVf8Hu/93u49dZbZy3KruL7vu/78H//93/l9U//9E+zFmlX8Oabb+Kuu+7C4uIivvjFL+Lf//3f8elPfxrXXHPNrEVLmDVGc4Tbb799dOrUqfL39vb26OjRo6OzZ8/OUKrdB4DR448/PmsxZoLXX399BGD09NNPz1qUmeCaa64Z/cEf/MGsxdg1rK6ujm6++ebRE088MXr/+98/euCBB2Yt0q7gzJkzo+PHj89ajJngl3/5l0c/+IM/OGsxEr4NMTcamq2tLTz//PO4++67y3utVgt33303nnnmmRlKlrCbOH/+PADg2muvnbEku4vt7W089thjWF9fv6rOPTt16hQ+9KEPBe3+asF///d/4+jRo/iu7/oufPSjH8Urr7wya5F2BX/5l3+JEydO4Md//Mdx/fXX4z3veQ9+//d/f9ZiJXwbYG4Izblz57C9vV0eqUDccMMNePXVV2ckVcJuYjgc4hOf+ATuuuuuiY/KuNLx1a9+Fd1uF3v37sXP/uzP4vHHH8c73/nOWYu1K3jsscfwwgsvlOfAXU2444478Md//Mf40pe+hIcffhgvv/wyfuiHfgirq6uzFm3q+PrXv46HH34YN998M7785S/j537u5/DzP//z+JM/+ZNZi5YwY0z9LKeEhN3CqVOn8NJLL101vgQA8L3f+7148cUXcf78efz5n/85Tp48iaeffnruSc03vvENPPDAA3jiiSfQ6XRmLc6u44Mf/GD5/dZbb8Udd9yBY8eO4U//9E/xsY99bIaSTR/D4RAnTpzAJz/5SQDAe97zHrz00kv43Oc+h5MnT85YuoRZYm40NIcPH8bCwgJee+214P5rr72GI0eOzEiqhN3Cxz/+cfz1X/81nnrqKbztbW+btTi7hna7je/+7u/GbbfdhrNnz+L48eP47Gc/O2uxpo7nn38er7/+Ot773vciyzJkWYann34av/3bv40sy7C9vT1rEXcVy8vL+J7v+R587Wtfm7UoU8eNN95YI+zveMc7rhqTW0Icc0No2u02brvtNjz55JPlveFwiCeffPKq8im42jAajfDxj38cjz/+OP7+7/8e3/md3zlrkWaK4XCIzc3NWYsxdXzgAx/AV7/6Vbz44ovldeLECXz0ox/Fiy++iIWFhVmLuKtYW1vD//zP/+DGG2+ctShTx1133VXbmuG//uu/cOzYsRlJlPDtgrkyOZ0+fRonT57EiRMncPvtt+Mzn/kM1tfXcf/9989atKljbW0tmJ29/PLLePHFF3HttdfipptumqFk08WpU6fw6KOP4i/+4i9w4MCB0l/q0KFD2Ldv34ylmy4efPBBfPCDH8RNN92E1dVVPProo/iHf/gHfPnLX561aFPHgQMHan5S+/fvx3XXXXdV+E/94i/+Ij784Q/j2LFj+N///V+cOXMGCwsL+MhHPjJr0aaOX/iFX8D73vc+fPKTn8RP/MRP4Nlnn8UjjzyCRx55ZNaiJcwas15mdbnxO7/zO6Obbrpp1G63R7fffvvoK1/5yqxF2hU89dRTIwC16+TJk7MWbarw0gxg9Ed/9EezFm3q+Omf/unRsWPHRu12e/SWt7xl9IEPfGD0t3/7t7MWa2a4mpZt33fffaMbb7xx1G63R29961tH99133+hrX/varMXaNfzVX/3V6F3vetdo7969o1tuuWX0yCOPzFqkhG8D7BmNRqMZcamEhISEhISEhMuCufGhSUhISEhISLh6kQhNQkJCQkJCwhWPRGgSEhISEhISrngkQpOQkJCQkJBwxSMRmoSEhISEhIQrHonQJCQkJCQkJFzxSIQmISEhISEh4YpHIjQJCQkJCQkJVzwSoUlISEhISEi44pEITUJCQkJCQsIVj0RoEhISEhISEq54/H/8KedrVXAcKAAAAABJRU5ErkJggg==\n", + "image/png": 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\n", 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" ] @@ -341,12 +344,12 @@ "name": "stderr", "output_type": "stream", "text": [ - "Operator `Kernel` ran in 15.21 s\n" + "Operator `Kernel` ran in 13.42 s\n" ] }, { "data": { - "image/png": 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\n", 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Xl1xyCa6++mr88Ic/xPbt23HxxRdjw4YNM/LcMhgMBoPhxYq2w7AZ5oZ5W4Zi69ateOKJJ/DEE0/g6KOP9s7RS75SqeDxxx/HCy+8kJ770pe+hFwuh/POOw/j4+PYtGkT/vqv/3q+imkwGAwGg2GJYEHj9CwELE6PwWAwGGaKhYzT8zDmHqfnNFicnrnAFhw1GAwGg2EBYDY9iw+rQ4PBYDAYDEsCJukxGAwGg2EBYJKexYeRHoPBYDAYFgBccHQu1xvmBiOOBoPBYDAYlgRM0mMwGAwGwwLA1FuLDyM9BoPBYDAsAIz0LD6M9BgMBoPBsAAw0rP4sDo0GAwGg8GwJGCSHoPBYDAYFgBzXT/LvLfmDiM9BoPBYDAsAPKNbS7XG+YGU28ZDAaDwWBYEjBJj8FgMBgMCwAzZF58GOkxGAwGg2EBYKRn8WF1aDAYDAaDYUnAJD0Gg8FgMCwATNKz+DDSYzAYDAbDAsAWHF18GHE0GAwGg8GwJGCkx2AwGAyGBUDuMGyHgttuuw3HHnss4jjG+vXr8fDDD0+Z/p577sG6desQxzFOOukkfO973/POT05O4oYbbsBRRx2Fzs5ObNy4Eb/+9a+9NJ/+9KdxxhlnoKurC319fcH77Ny5E+eccw66urpw5JFH4oMf/CCq1eohPuXMYKTHYDAYDIYFwGKQnm9/+9u4+uqrceONN+KnP/0pXvOa12DTpk14/vnng+kffPBBXHDBBbjkkkvws5/9DOeeey7OPfdcPPLII2mam2++Gbfeeis2b96Mhx56CN3d3di0aRPK5XKaZmJiAm9729tw+eWXB+9Tq9VwzjnnYGJiAg8++CDuuOMO3H777bjhhhsO4SlnjrbJycnJeb3DAmNoaAi9vb04+Nhj6Fm2bLGLYzAYDIYXMYaGh9G7bh0OHjyInp6e+blHY1x6FsBc7jAEYDUwq7KuX78er3vd6/DVr34VAFCv17FmzRq8973vxbXXXtuU/u1vfztGR0dx3333pcdOP/10nHzyydi8eTMmJyexevVqXHPNNfjABz4ANMqzatUq3H777Tj//PO9/G6//XZcddVVKJVK3vF//ud/xpvf/GY8++yzWLVqFQBg8+bN+PCHP4w9e/agUCjMsFZmB5P0GAwGg8HwEsLQ0JC3jY+PB9NNTExg+/bt2LhxY3osl8th48aN2LZtW/Cabdu2eekBYNOmTWn6J598EoODg16a3t5erF+/PjPPrPucdNJJKeHhfYaGhvDLX/5yxvnMFkZ6DAaDwWBYABwu9daaNWvQ29ubbjfddFPwfnv37kWtVvOIBQCsWrUKg4ODwWsGBwenTM/f2eQ5m/vIe8wHzGXdYDAYDIYFwOGK0/P000976q2Ojo65FGtJwSQ9BoPBYDC8hNDT0+NtWaSnv78f+Xweu3fv9o7v3r0bAwMDwWsGBgamTM/f2eQ5m/vIe8wHjPQYDAaDwbAAWGjvrUKhgFNOOQUPPPBAeqxer+OBBx7Ahg0bgtds2LDBSw8AW7duTdOvXbsWAwMDXpqhoSE89NBDmXlm3ecXv/iF50W2detW9PT04MQTT5xxPrOFqbcMBoPBYFgALMYyFFdffTUuuuginHrqqTjttNNwyy23YHR0FBdffDEA4F3vehde9rKXpXZB73vf+/D6178eX/jCF3DOOefg7rvvxk9+8hN87WtfAwC0tbXhqquuwqc+9Skcf/zxWLt2LT760Y9i9erVOPfcc9P77ty5E/v378fOnTtRq9WwY8cOAMBxxx2HYrGIN77xjTjxxBPxzne+EzfffDMGBwdx/fXX44orrphXdZ2RHoPBYDAYWhRvf/vbsWfPHtxwww0YHBzEySefjC1btqRGwzt37kQu5+jUGWecgbvuugvXX389rrvuOhx//PG499578apXvSpN86EPfQijo6O47LLLUCqVcOaZZ2LLli2I4zhNc8MNN+COO+5I91/72tcCAH74wx/iDW94A/L5PO677z5cfvnl2LBhA7q7u3HRRRfhE5/4xLzWh8XpMRgMBsOSxULG6Slh7nF6+jC7OD0GHybpMRgMBoNhAdCGRD10yNe3loxiUWCGzAaDwWAwGJYETNJjMBgMBsNCIIqAOUh6MDkJzPOCnK0OIz0Gg8FgMCwEjPQsOoz0GAwGg8GwEDgcpMcwJ5hNj8FgMBgMhiUBk/QYDAaDwbAQMEnPosNIj8FgMBgMC4F8HsjNQcFSrx++sixRmHrLYDAYDAbDkoBJegwGg8FgWAhEkUl6FhlGegwGg8FgWAgY6Vl0mHrLYDAYDAbDkoBJegwGg8FgWAiYpGfRYaTHYDAYDIaFQD6fbIeKWu3wlWWJwtRbBoPBYDAYlgRM0mMwGAwGw0IgiuYm6ZlLYEMDACM9BoPBYDAsDIz0LDqM9BgMBoPBsBAw0rPoMJseg8FgMBgMSwIm6TEYDAaDYSFgkp5Fh5Eeg8FgMBgWAvl8QnwMiwZTbxkMBoPBYFgSMMppMBgMBsNCIIpM0rPIsNo3GAwGg2EhYKRn0WHqLYPBYDAYDEsCRjkNBoPBYFgImKRn0WG1bzAYDAbDQmCu3luTk4evLEsUpt4yGAwGg8GwJNCykp7ncBT2lntQrSb7xx4LFPY+u6hlMhgMBsMioq8PL6AL5TJQqSSHxjqGFu7+c1VvmaRnzmhZ0vPXfw0MDwOlUvKN/fmfA2981WKXymAwGAyLhZ17u/Cf/wk8/TQwPr4I5jVGehYdLUt6/t//F3j2WaBSOQCggFNO6TbSYzAYDEsYu3YBP/oRsGMHUC4n/COOF7AARnoWHS1LekZGgEqlAqAMoIJ9+7pRH1gdTJsbGUouMBgMBsNLHyQWimSMjCRbuZxoAtrbkZpAGJYGWpb07NsHAGNISA9w773J8Wo12cjwq1Xgyit78PLISI/BYDC85BHHQLGIelTAnj3Awb1JPz88DDzySGLyUColxKdaBer1BSybSXoWHS1LeoAhAAUkxKeGX//6t/jc54oAagBGAbQD6AZQx+mnH4GXn754JTUYDAbDYUIcY6hcwNgY8MtfJiqtchkYHASeeCL5lRKfCi2aFwJzdVlfUIbWmmhhl/UqEoJTA1AHsA/Afze23wJ4EsBOAP+NUgmOgVvwKIPBYHhJY2wsMVQeGUmkOnv3JtvISCLdofdWpVJDMjFubdx222049thjEccx1q9fj4cffnjK9Pfccw/WrVuHOI5x0kkn4Xvf+553fnJyEjfccAOOOuoodHZ2YuPGjfj1r3/tpdm/fz8uvPBC9PT0oK+vD5dccglGhBnJU089hba2tqbtRz/60eF78ABamPRMNLY8HPmZQKLumhD7E9iyBfjeT47EDx45Ev/x2JEYio9crEIbDAaDYTYYGUkYTbkMxDHqcRdGR5PDY2PJViq5fRow12oAUEEyQV4g6Mn1oWyzxLe//W1cffXVuPHGG/HTn/4Ur3nNa7Bp0yY8//zzwfQPPvggLrjgAlxyySX42c9+hnPPPRfnnnsuHnnkkTTNzTffjFtvvRWbN2/GQw89hO7ubmzatAnlcjlNc+GFF+KXv/wltm7divvuuw//8R//gcsuu6zpft///vfx3HPPpdspp5wy62ecDdomJ1tLSTg0NITe3l4A/xdAFxJyMwRHdoYAxEhUXwUAIwBOx8qVyzEwABSLwLXXAn9yqsX0MRgMhhc9du1KdFZHHw2sW4fdw134zW8Sic4TTwBPPZUkobSHEp/nnuPY8AyAk3Dw4EH09PTMSxE5Lh286CL0FAqHns/EBHrvuGNWZV2/fj1e97rX4atf/SoAoF6vY82aNXjve9+La6+9tin929/+doyOjuK+++5Lj51++uk4+eSTsXnzZkxOTmL16tW45ppr8IEPfAAAcPDgQaxatQq33347zj//fDz66KM48cQT8eMf/xinnnoqAGDLli1405vehF27dmH16tV46qmnsHbtWvzsZz/DySeffMh1Mlu0sKSngoTwhCQ9FbFfAfB/sWfPT/GLX/wW27YN4dFHF6nIBoPBYJgdymVP0kMpD212qlVnuMz9RGBSR9L/jy9q8Q8FQ0ND3jY+Hn6GiYkJbN++HRs3bkyP5XI5bNy4Edu2bQtes23bNi89AGzatClN/+STT2JwcNBL09vbi/Xr16dptm3bhr6+vpTwAMDGjRuRy+Xw0EMPeXn/yZ/8CY488kiceeaZ+Kd/+qdZ1MKhYd5Iz6c//WmcccYZ6OrqQl9f34yuefe7392k3zv77LPnWJKa2LKOSwJUxjPPAPvj1RgqrsYLfauBgYE5lsFgMBgMhwU01KGBThQlIvpiERPVXOqhS4JDl3R9fFFwmNRba9asQW9vb7rddNNNwdvt3bsXtVoNq1at8o6vWrUKg4ODwWsGBwenTM/f6dIceaRvJhJFEVasWJGmKRaL+MIXvoB77rkH999/P84880yce+6580585s1id2JiAm9729uwYcMG/P3f//2Mrzv77LPxzW9+M93v6OiYQylqSCQ7Q0hYfQ2J1xZAguOkP3kABwBM4O67j0S5nEhLowg488wc/uC4ORTDYDAYDIcHTz2VqLOKReC449zvscdicDAR+tAtXfIicqUDB5L4PIuCuTrKNLy3nn76aU+9NbdxcnHQ39+Pq6++Ot1/3eteh2effRaf+9zn8Cd/8ifzdt95Iz0f//jHAQC33377rK7r6OjAwGGRrFCINYbERR1IiA31qSRE2np/Anv2PI6/+7ujcNRRPSgWk6NGegwGg+FFgKeeAh57DDjiiEQKPzAA9PVhCD0p4dHCIMAtS1Qu1zA+TrOHlyZ6enpmZNPT39+PfD6P3bt3e8d3796dOc4ODAxMmZ6/u3fvxlFHHeWloW3OwMBAk6F0tVrF/v37pxzf169fj61bt077XHPBi86m59/+7d9w5JFH4nd/93dx+eWXY18SZTAT4+PjTfrNqZFv/NbUL//XkZChA6nRW6mEJOBVHJs7u8FgMCwGqJ+qVJLfmui747hJjSWT+6hjcpLX5vXJ+QXj9Bzqlp9deQuFAk455RQ88MAD6bF6vY4HHngAGzZsCF6zYcMGLz0AbN26NU2/du1aDAwMeGmGhobw0EMPpWk2bNiAUqmE7du3p2l+8IMfoF6vY/369Znl3bFjh0ek5gMvqhH87LPPxlve8hasXbsWv/nNb3Ddddfhj/7oj7Bt2zbkM172TTfdlEqVfMRIVFl1JB92XuxrOx+ek1KgCiqVGkqlPB57DPjBjhWIY+D004HcoHl2GQwGw4KhVEpcsfL5hOz09wN9fW4yChdlP4p80kNutGxZogkbGWnH5GQFSb8fA1i2cM8xV/VWbfbSqauvvhoXXXQRTj31VJx22mm45ZZbMDo6iosvvhgA8K53vQsve9nLUrug973vfXj961+PL3zhCzjnnHNw99134yc/+Qm+9rWvAQDa2tpw1VVX4VOf+hSOP/54rF27Fh/96EexevVqnHvuuQCAE044AWeffTYuvfRSbN68GZVKBVdeeSXOP/98rF6dLAd1xx13oFAo4LWvfS0A4B//8R/xjW98A1//+tcPvX5mgFnV/rXXXovPfvazU6Z59NFHsW7dukMqzPnnn5/+P+mkk/DqV78ar3zlK/Fv//ZvOOuss4LXfOQjH/H0gkNDQ1izZg0Sd/U6XKyeGEAnEvseSnRIfKj2akdi6zMBLmExOVnDj37Ug69/HejtTSSpr1jIBeoMBoNhqWNwEPi3f0tYS3+/M7gky4kixJHjQCFD5iOOSFRcBw4A5fIE2tq6AbRjcrJv4Z5jEUjP29/+duzZswc33HADBgcHcfLJJ2PLli2pIfLOnTuRyzmlzxlnnIG77roL119/Pa677jocf/zxuPfee/GqV7kVuz/0oQ9hdHQUl112GUqlEs4880xs2bIFsVi99c4778SVV16Js846C7lcDueddx5uvfVWr2yf/OQn8dvf/hZRFGHdunX49re/jbe+9a2zfsbZYFZxevbs2TOtuukVr3gFCiIOwe23346rrroKpVLpkAq4cuVKfOpTn8J73vOeGaV3cXqeRkJoHkeirupBQnz2IYnNQ0I0AWA1gD4kxKeMhPx0AliLhAT14aST8ujvB265BXh1v0l6DAaDYcHws58Bd96ZkJ516xzpOfnkROLTWGtr165EIPTjHyfrLw4Pu8jM1WpiDvTEE8Dw8Cja27uRzwPl8hCA3oWJ03P11eiZg9Hx0Pg4er/4xXkta6tjVpRz5cqVWLly5XyVpQm7du3Cvn37DlHH9wKS+AtU6NbgpDgyhk9n4zzTTTR+OyGXsRgZyaNYTBrN0UevRhwDXSPP2xK9BoPBMB9gdME4TtRbjYVE0dHhS0viGC9UCyg34vIAQGeni7o8Io677rqMSiXfsPdxUYTnHYsg6TH4mDebnp07d2L//v3YuXMnarUaduzYAQA47rjjUGy4RK1btw433XQT/uzP/gwjIyP4+Mc/jvPOOw8DAwP4zW9+gw996EM47rjjsGnTpkMowSBokJxIeeilNYpExdXeOE6p1Bjcquzd4GKkybF27N27HMUi8M//nLTDY48F3rIxTlqUwWAwGA4vymXg3nsBxoPp60t0VCtXJuSnUgHiGBNRF3Y95VZSr1aTpCMjLhLzyAhST9wEQ0jGhjwWlPTMdcFRm2TPGfNGem644Qbccccd6T6NlX74wx/iDW94AwDg8ccfx8GDBwEA+XweP//5z3HHHXegVCph9erVeOMb34hPfvKThxiDYB+Sj3kMjvSQxIwiITWFxm8FTgpUbhyXi5WW09nC9u3AM88Ar3oV8JazX1R24AaDwdA6KJeB/+//A044wRku9/UB3d2p8TKiCAcOJMRGGi8Xi0mScjkREo2NJVzDeXJxHMgDaKmVmAzTYN5G7dtvv33aGD3SnKizsxP/8i//Mk+loSqLqqucOK63PEKe/JOTNVSr+dRArlwGJqIuFPrQ7CNpMBgMhtmhWnWSc0YT1GBUQaEmam9PBChTuanXas6Tyz9Xw4KSnrmqtyxkypzR4jVIN3S5unqlcYxiTUp40DjWDaCIxOh5QuSVuL6PjCTf3d69iTNBb28XOjsTCeyq9v1GegwGg+FQUCoB3/1u4ltO1/TlyxOxDf3Qo8gnPiMj6Dv2SCxf7lRZnJSWSs7Ba+/e5Hwisa8hGQNo2zmWVaLDDyM9i44Wr0F+2BUkoswxJB85rd5H4dbdysN5eNG9XU4JkiUs2Jj27AG+/30ncT35ZGDVybGzmDMYDAbDzFEqAf/n/zibnShK1FrUVQHOiJmD/8gIcqX96O9fgSeeSLKgxxZJT7GYdMt79tBcYQLJhJhrUVifvZTQ4qQHSFRVE3DeW1Rd5dHszUX1VigQYmI1LwNeUY8MNCSxxsINBoPh0FAuJ/F4+D+OE9KT1a+KKIRRgxNVqwnhKZd9NVbST4f6eR5bIJikZ9HR4jVIl3SusUXUkXzsY43/OSRSIUp3hpCQoQKcEfQERka60xxo2EwSNDIC7D5QwMqB1chVJxJGZDAYDIap8ZOfJL9PP50QHam+EgbLqWqLM02K2fv7MbbHCYSiKOmbR0ddP+24Aie/jMnG/QWCkZ5FRwvXYB2J+DIGsBuO4eeQkB2SmxyA5XBu6mNIghcCzranHUAZe/cmbYwkh7rjajXhOL/8ZTIx6e8vYDVnIQaDwWAIo1pN3NKBpDPt6/PXpxIRl9NlJ4hjj8X+kQLKg+7SYtG5qO/Z46Q+CVeQsdpiJJPiGoDhhXveubqsz3LtLUMzWpz0cPkJLjlBUMozBheckMtQjCEhQ7QFennj/AQmJyuoVttT0jM25kt6Bgedrd3q/vl/QoPBYHjJ45FH0pg7nqQHcCQnn0/+5/Op3uqFaiHVhjEpk5fLLhJzs6SHhszclw4rhlZHC5MeYPqPuYBE0iMDF1LUKW176o3fGiqV9lSAQzfI5mifcAvAmBu7wWAw+KCbVci/XK4qTpAICULEJNKukn1xKAvfVpN2ngsc4djUW4uOFq7BMQBtcAuMyg+e+91wxmz74IIWAk41VkGi7soDGEO5nKzIHjeCMdNDgKJVtuMXoh7ERZh9j8FgMGj86EfJmj50h125Mlk7AnAiG4ZQlgxGbAVMII4LqZnBU08555K+PtcXO4fapO9O+v8hOIn+AqqMjPQsOlq4Bummzi+eH3ZN7MeNfaY7AODoxvECXIwfkqRELVYu51Auu5g9nG1Iw+bBwSRw6PLlBbjlVw0Gg8GAn/wE2LHDGUYCriMl6ZH2PDwvj5XLKBYLaZ+7a1fCn0h6qtVkRXWHHNw4MNrYTLW11NDCpAfwIy3r43lxnGkmVNpcIC1Ae6Fml8hEUlupOLf2ahUomFGzwWBY6pCq/pGRJKCOjGsmpRhaohFFvhFvhsQjq5ttPi4XojZJz1JCC9dgDkAVCZsnSG7oqkhxJ42eubI6GwSlRfQEYxDDPIaH23HEEUljGhtLxKq9vYmb5L59CeGhWY+n9zLyYzAYliJ27QIee8y5uwJOokNCw6CEgJPs8DzteYTFMieYtIPu7nau6nv3Jv/Hxsit6JxSRmKywP78UNZ2PESY99aio4VJT2KD41ZUp6SGRIaSnW4kZIdrbnFR0pr4ZRTnMjgrKJcLqNWSRshAhUcf7Vb2rVYT9/XEvqcLXTEc8TEYDIalhsceSyIuV6tJTJ5azbmhkwhweXTAhVNmfB7pxt4gPZSmA8mkk/F5SiWn7iIJch67HBc4maUHr2EpoIVJD9DsjihVWIzVQ9uddvhqrAm4kOV5OLd3qQprT4U3dF/n78iIa4zlMtBVbPGqNhgMhqlQKgFPPpkwFUZcpis6O0sujU5oA2Yek/F6kGRJXgQ4UyEnCeISFJTkU5ovl6NYAJh6a9HRwjVI9RUbR12dl0SGxKggfrl8RUGkoaQnIUdsWPyOadjMVX+Hh5OJSrEITKCAgmzcJvExGAytjnI5EbkACelpb09EL/l8spXLideWME7W0hwAvhEz4Aye4awGZLBYxkvzQeKTg3NiARZ07S0jPYuOFq7BKhIGvxzONZHrbAFOqkPJDwlNjESV1Q6nBmP6vPhfwJ49Tp/MSKBAsiZee3ti2wMAxx6bnOvv70IhFuIfIz4Gg6GVMTIC3Hefc2mlJOdlL0vOl0rJquokOTK0Ml3W6b6uVWFRlJq4MHzIyIiTsvtxDuUaWwUA/Uj69xEk4UoMSwUtTHpqcLraIXFMg6JOaSDG68bgDJgJLkvRjXK5gpGR9tTTcmQkMaQDknY53IhufuyxSYOMY2BFMTayYzAYlgZGRpxrOqU1VG0BidSnUvFjf5Dk6Dg9crX1xnEuxUUpj9y4IHsC6cXLGG3s11+Y3zqQMEnPoqPFa1B+5Pyd6eJydfGrXdvdxgjNcvV1GtfVGpeNj4ts7aM1GAytDhojU+wi43tI4iIXFJ0KFOkIvVUduTRESCioc9hhlmFICL1E0TzDSM+io4VrcAJJRGbpmh6KxUMwcBWNnOXxIlygwtFGuiKSQIXtKJfzKJUSKQ8DjD71lPPe2rUrkcxWKsBENVnRvSCN8soLqFM2GAyG+caOHQnhee45N1CTmQwMuBnhEUck6i0iFKuno+FSTgbTkATt2ZOYEHBSSccv6dVdqcjutRPOQWUMiUnDAgcnNJf1RUcLk54KEtIDOHsckhq2AhopF0A7HWewTKM3enV1N46T9JAAFTAy0o1SKSE5JD3VaiKNpXdmsegWwAOAFZL0GAwGQ6ugWk1Iz+CgW6enVksYSHt7ou9/+ukk7VFH+cbJ/E9DZ7plUY/VSFOPu7DvKWfHAySkZ3DQeXFVq26V9QSUMJXhFp3OmgQbWhVLaMSdCUPWS1XI/9kqLilClS7shFRvpWLY2EiPwWBoUZRKblHRUHRl+X+qSMxTQKuuGLRZZumrtvQYoD16FwCm3lp0tHANcjFRemBJy33A/+BrcC7qErQBonSHMX3KSIyj8wDKmJzsRLnc7gUZ7ehIZiB0NhgbU+prGY9Cfshm5GwwGF6KGBx0S51LqQ3ZCFUz5bKL68H+ThspEwxOqAITCo91AEl2Y2NOa8bbdncnEqA9e7h4NFGDC0wo1GvzDSM9i44WrsE+AJNICMsYHMnpgXNdH4Nj//Tikg2PRIi2QD2NYwDwPBwRyqNUOiLJpeG+3tvr4vYcfTRw8GBy1fLlybEXyjnEcVeyCjvgWjBltQaDwfBSwhNPuDDIckIXx24FdQY042ywXHaeWlyuB3DspVh0blhxnNgQNLy69Hqk7GOZtFhMFm9PkMeePTLALJBMjAsw9dbSQguTng64j1l+7HLN8wk0R1qmDQ/gbIC4dcJFaeb1YwBiTE5WUCq1o1h0quuREdde2bbprUnRbEFHGzUYDIaXIrj2w969ToITiqbMWDxAMznSkm4G22EevE4FH5TeWvJYHCd20uPjwJ49PKNjr3XP/dlnCpP0LDqWQA1yiQnAra8lofens/2RMwUZ0XkivQ+N56Io+T82lrRbTXgSCXAOuZAhn6m5DAbDixmyI2OwnFC/pY9JDyZtgMP9kJdS4z71qJBmIz3ZmR1/s9d3loFmF1jKY95bi44WJj1cOb0bzmOLEpoynLqLK6vL1dVlo2DYcun2XoFzf5RLU3SjXE68NOnJVa0mk5O+Pvet9/U5UlStAoVi0am1qOayiM0Gg+HFDBkCmSGRAdex8b/+XbbM2eqMjLjYHpQARVGiDmM4ZbmgVrUKRIU0eyaRcXrImbgOoptLyuUn2HfLKP2GpYAWJz05ONIjV1EHHMPXC41KJi2DGUqXd2nn48fYqVYT3TIjMHO1dTmhkUFJk8abS5Ru0s9ddhwGg8HwYsPISKLK2rs36fAYqyMkbpHSDdrv8BgnfbQBCHl0kSBVq54ER2vOKEjp7PTd1fN5oK0tj8lJ2mF2wvXdFpxwKWGJ1GBIJChj9wDhD3+6xuDbA01O1lCt5tNGydmHlABLVCqO+EhLo6ALpxEgg8HwYgPjc8gYHSFkua1nkQCtAgvlMcNbNbut59Bs1rBAMNKz6FgCNShtcLgvLfa1ZCen0ubgghdql8exxvn2RpohDA/3IPHmSiS1lNrSk4u2eJQEt7c3NFrScwHwXRNopWeeXQaDYTEhZ28jI47s1Gqur5K2OUDYhZ2/lGxTwlOpJH7mnZ1u7S3A9YfVKgpRHWXkMDqKJjUXiyhvU6kkS3w1Cgo/XMkCL0NhWHS0MOmpIYnITFd0GVywHQlZ4UKjE3CqKxIi2gHRrbEdzsU9J84XGvkUAJQA1FGpHIFSybVnRmnO551qiw2TbXmimkMUdyFXfsEL6PNCtQBUga5iZKTHYDAsLtihAUl/JCOvStIjV0OXKi72bdxnJ8kV1EdGEgZTLCbkh2SKPui8FoXUM56no8iteyiLUKsl/e/kpF5zK32o+aipMEzSs+hYIjWoJT3SSBlwhEequyQo/amp87TrIRIvrlrNJzZcRJgNEnArAcv9OE6oUx3Oo6uc2jfnFksgazAYDAlk6HlaCrNj02r5ULBBDUqxG0EH02UrGNuHkqSAS7sUjIe4gDzmL0i6iJIdIz2LjhYfRzUp0aJMueKuNFQmqLaS5wuBY/4ipZVKLSU1IyNOtMpjsrHKvqNaRfpR15FDHTm/39AGgAaDwbAQCBknM35OPu8WBdXSHCnRkZ4cUnUv1Vj03tJGkAGDaBn+Q04gpTAqDN3PL+AwKNfJOJTtEF3Wb7vtNhx77LGI4xjr16/Hww8/PGX6e+65B+vWrUMcxzjppJPwve99zzs/OTmJG264AUcddRQ6OzuxceNG/PrXv/bS7N+/HxdeeCF6enrQ19eHSy65BCNKW/Hzn/8c/+N//A/EcYw1a9bg5ptvPqTnmw1amPRQd0sVFqG9scbEPq+jRKcHjvjkkVj8d8MFs4rhCNA+cf0QxsYSp4bBwWQDnJpLvvdyOVkpmM4L9YY7phTRUiU2EfdgIu6Z2QzKYDAYDgfkoEtQr9TRkUhkli1L/heLzcSFx0huqKqSMTyAJO3LXuaH7ZALjcqywA9iT8cxaU5AjuTzBJonyIVGW3gYBPDtb38bV199NW688Ub89Kc/xWte8xps2rQJzz//fDD9gw8+iAsuuACXXHIJfvazn+Hcc8/Fueeei0ceeSRNc/PNN+PWW2/F5s2b8dBDD6G7uxubNm1CWbDNCy+8EL/85S+xdetW3HffffiP//gPXHbZZen5oaEhvPGNb8QxxxyD7du343Of+xw+9rGP4Wtf+9r8VQZa/W17Rsw1tU/SI+19oM53whEeICFAkuhIw2fJYMuo1fwQFkDSCEluiGoVGB5ulgKxAecaKjhee+AATNJjMBgWFrrPIemhtIeRk/P5xBZH2vNokqPXj5CTuJUr/WsDdkH1Rp9LSc/YWLM5wfBw1oNI6byc4C4Q5iLlOUTV2Be/+EVceumluPjii3HiiSdi8+bN6Orqwje+8Y1g+i9/+cs4++yz8cEPfhAnnHACPvnJT+L3f//38dWvfhVAIuW55ZZbcP311+NP//RP8epXvxrf+ta38Oyzz+Lee+8FADz66KPYsmULvv71r2P9+vU488wz8ZWvfAV33303nn32WQDAnXfeiYmJCXzjG9/A7/3e7+H888/HX/3VX+GLX/ziodXtDNHCpEevhh46NxvkM371+STfqVZd14FMZ405NACDwWCYEWQfozsqilDkL0lQ6Hq5H1LZ8D8NIEPXzwA0MarVkqy478C+X5o6LEKcnjmSnqGhIW8blwblAhMTE9i+fTs2btyYHsvlcti4cSO2bdsWvGbbtm1eegDYtGlTmv7JJ5/E4OCgl6a3txfr169P02zbtg19fX049dRT0zQbN25ELpfDQw89lKb5gz/4AxQKBe8+jz/+OA4cODDjKp0tlgjpGUKy8Ci9tEbFMXpvyTgTUgRKMSjVXFmu7v76LZOTFY/4HDyYEB/a7VEkWyq5foKiWc5aqtXEqwvw+5QJFFDvPxL1/iON+BgMhsMP2tpw9XOtYioWE7VWR4dTbXGhwVrNqbTolUWpDVVZlA5RytPRkfwfH09IEO9LKZGQFLH/lGuTMi4aj+fziS0l4yYmxKcM1/dL4iM9uV4aWLNmDXp7e9PtpptuCqbbu3cvarUaVq1a5R1ftWoVBml3oTA4ODhlev5Ol+bII4/0zkdRhBUrVnhpQnnIe8wHWnjErMN91KPieB7JR8//dF2n27kEG4QOZAi4SM7civAbkFuLq1pN1FIy8rqU6LIfAJwjg9yXEx5eT2+EVW3T14TBYDDMFhNRF6IISRgNaR1M0iPX0pEiFhl3R+r049i5oefzyQyuu9sFK8vnk7QkPIAjPcIFXpIeObEEfHMCTiqdqmsCiRkCSY+U+iwQDpP31tNPP42enp70cAcNyQ3TYgmQHsAXX0p9LuPvZIUjlxGXs9RZRDumQk1lnaXeCu1rx4lKReTXwm/QYDAsINjBNMC/hdAgHVJbAc5qWM/UiPZ213lpdZjOO8OWhWor3w3dDwkin8H1vXX4k+H0yuYyzBcO04KjPT09HunJQn9/P/L5PHbv3u0d3717NwYGBoLXDAwMTJmev7t378ZRRx3lpTn55JPTNNpQulqtYv/+/V4+ofvIe8wHWly9RUiCouPqSL3uKBKJz1jjvyQ7oyJdyDi6+X6yUebzvmulbMtsxNWq8/wk5ERKRh9NVximCFmKiwwGg2E2iKJEXT4wAAwMoN5/pCMQUhUlgwRK9VS1mnRIjKSsbX609Kaz0yc3PCbvQ+mO2H8BXWk8xFotkaCzT20szZWC+wlBynJRPxT7zpcOCoUCTjnlFDzwwAPpsXq9jgceeAAbNmwIXrNhwwYvPQBs3bo1Tb927VoMDAx4aYaGhvDQQw+laTZs2IBSqYTt27enaX7wgx+gXq9j/fr1aZr/+I//QEUMlFu3bsXv/u7vYvny5XN88my0sJyAEZkBJ4WRC4RSrCmlQXuRuKkTy+E8vCqNc5wlyACH0s6HK7In5zkj6exMUgwP+/Z7ANJghnGcqMdlw6UNEJ0gZByv4WFgqJzEDYoioAulQ6opg8GwxBHHeOwxoK8vlxIFLqMD5FDo6/NjbVANJY0QuTL62JgvwVm2zO/YSGT4X9v3SNLD/QbR2vWEy5a2kuVy0scODrpb0Hu2XGYk5gr8Ca9Ubcnj84zDpN6aDa6++mpcdNFFOPXUU3HaaafhlltuwejoKC6++GIAwLve9S687GUvS+2C3ve+9+H1r389vvCFL+Ccc87B3XffjZ/85CepK3lbWxuuuuoqfOpTn8Lxxx+PtWvX4qMf/ShWr16Nc889FwBwwgkn4Oyzz8all16KzZs3o1Kp4Morr8T555+P1atXAwDe8Y534OMf/zguueQSfPjDH8YjjzyCL3/5y/jSl7506PUzA7Qw6ZGQrularMn9OtyyExVxniuzj6ljMsCV1gvzvN/OKeHhL709SYy0hyavq1RcuAoeA1z/Uqsl/ULXoVWOwWBY6ogi7N2b/JWkh5io5hI1l1SBaXE1SUpnZ/OiWO3tSZrxcX+JCsCJrWV+JD2N2V4dudQ2UgqJpH2jXqXHTR61OkvHZHvp2fTMBm9/+9uxZ88e3HDDDRgcHMTJJ5+MLVu2pEbDO3fuRC7npF9nnHEG7rrrLlx//fW47rrrcPzxx+Pee+/Fq171qjTNhz70IYyOjuKyyy5DqVTCmWeeiS1btiAWBql33nknrrzySpx11lnI5XI477zzcOutt6bne3t78a//+q+44oorcMopp6C/vx833HCDF8tnPtA2OTk5Oa93WGAMDQ2ht7cXwFeRSHomkKimykiISxkuUnMFCcnhTGAIiTSHDWQ5nFdWDcBRSBpMDCcFKjT2+xu/DF5YRBy3Y9ky4IgjgBNOcBLevj5g3Tq3rh7jdvX1JdJl3a/IxUop8QFcgyfpWYH9fmVMHZbUYDAsdTSYTT3uwn/+Z3OcQEqoowjoiiZcJ7RrV3KClsODg25A5mrKzIgZUCQjWQsNmunlJb3GqEbr68MEkqCtjz3mirB3b7JPswHGzmNwwkceYQy0GpJ+fwhuHBgS+7sBXIaDBw/OyE7mUMBx6eBzz83pHkNDQ+g96qh5LWuro8UlPRSx0j6HEhx6adUb55iObupUT+1tXMeAhCRFdQAHGv95bqLxH6Cai5IcwPfYov6Z0h4GMqX6akVfHQW4QFwyrpdWfUmCNFFckaaJIqBQfvaQa85gMLQ+du5N5MOheGKjo4lghoKXqFhABCTrAhaLvmilv9+puqTnlnZzp1ibEqAocu7q0u6ncdN6MRnYq+WE5PC2IyNunwuPUtvG/pWColot35AGSTMEBp1dYJueRZD0GHwsgRokEZFeWDnxy4bLhjCBJBIzkJAcuQTFEJxkaASJm3oeCWny4/e0teW92DpsjDRoZqMsFt2iwvl8QzgjfDFzxWJCgNK+wy1TIb9/znz4P4qA1Yeh9gwGQ4siivDUE/4hGgnL0BpSJR/HQCGCYxtMXCwm0p583l3EwGQ0XuQsUJKlkB2PWDq9VHJciWZEJD2lkr/iBS9lRGYZsbmZ9MhxYQFhpGfR0eI1qBeWmwm0obL21jq0SJ6hyMv6WOrNKVmN8mvPRRGiKJder7xM/bzjgHjIYDAsbYiBV0+gQis/8JKmbiTktk4DG+mOLqU62pYnK5/GMenZqpPKLEJdnORaiaY/j2b7nQVcggJuIem5XG+YG1qY9FCFxQVHGU2ZNj1Z623lxHna8zColVyglOnoyi5tf1zegTATAPx1YigVpmenlyhgnZeLYxSiKJlxAUCcS68HxAJ7nCLJwGIGg2FJY6LvSDDKvwzwJ/soGSCV/RcFMIhzSe9KUQrgRC3aM0t7b4Q8t7TuXtj3kLBwdQr+BxJbScbgkUUBEmcxesomKMBJ8GnqwHHBAvstJbQw6YkATMKRFGnfA/hEh0RFNooJJDY7o3A2QcvhSFNPI82QurZxd+WIkEV86K5eLieGzcUinMaNJ2Q8CxnttIFCsQjEuSaVVz3uShYslSuZGgyGJY0nnnDu3SQRdIaQnqK0k6HJjexCCnHkMyOpCwu5oGqDZv5nBynFOf39qUQjipwWLY6T29DO6KijnD21vC3NBeRt2traMTnJiSnd16nmWjiD4FBA2tleb5gbWpj05JEYwlTEfpZaSkdcpghUqriYz4RKR+kR1HFfnU1IN3VCNoRcdcIdBJrXocgM41xI7ykPR1EuMTw0GAwGJBKQPXvcvly7SgZL1lp2QHU9cjLGX2kExGMhoiP/qw6R7ulElmqro6P5NrJoer9SaYcLTChDjyycyshIz+KjhUdDfswxmq32pQqKxsuAT37y6jp9nvtsMAx8mAQL5Mc9Pu7rySmmDfGQWg2oRwXkSKKYSVYAH9GhFGKgWPSJT47kLXS9wWBYGujvRz1K+oZqFRh9zF8WJ0Ruxsacu7pGtYpmKQ2lz1oqTYR0Z5os6XQKmitR4iMnlzorSqjyearF6HjSCdfv6zUXDa2MFiY9XXBqKEpi6H6ug1JxpXWux8Xzo3ANgun1khaSEHEh0xiTkzUMD+fTtk+vrfFxYPlytyAx4E92RkYawlbKl6XSncfp7073r4Y0qEBXhvIcpxMGg6FlsHOwgFIpITLj44lqS6qqtPRB/ieBkJ7oQCNYoV41WZMc9mG09+GN2E/xZnICJ0iPPCWzZhzDUsk5i1WrSXRmuagzu0baSSau68mkNLHBpKRn4SIym6Rn8dHCpEcaMpPEcCV1khW5bhY/fsn69b6U7GgvAN6nvXFdHbVaPm3zdGBgQ5b7EmNjQE8nfCmPNGamFR8V10CzAZFuWVq0ZC3HYFgyeO45YPduf2XyEMnRx0JdCVEuIzFobvQt9WKPr5qXTIVr57Avk0tMkH0xRo+6mXb2Yt85Pp5kJUkP0zNr2iLRWSSR9lDSw8mvdE6ZfxjpWXy0MOkBEoLiloRwKi9Kc3iMrowF+Ppdre/Niy2E8Dm9GjARsvlLT+j/MhPKptmZEHr6Jv9rmyDpUWEwGFoLYqkHqtiBqQfdmXQLtP1J08cF5Bqko6D7LZmR9uCS6WTmoFo+F0zCfaq0pDe8JmkyOCzJUrks10Y8lJAmhpc6WnjEI6MvwklhgPDK6Fxfi//poRXD9+jKNfZj8b8djugUxP8JVKtJi6SHluQd7Di012exCD9IF0kNrQ3lxaOjriOhawPd1IFmPbrc57RPrppsMBhaAvW+FRgcTP4zYrEUHoegj1Mlr4kOkHQ9TmCTLHiMOCEq5XKh0Y81vEdlHxViMLoA5XISkiOOMFHNeYGcpemQ1PTTtZ2qLcB1bdWq9E7Lo1yWfTo9dRcG7Mbncr1hbmhh0kOJDuAiJtPbil9OBb6dTrvYL8MtMSFVYN1w7u88z30pNZrA5GSMajXJm/wi1OZ1R+Qt7kdCwhYueyG2dPqVAs3RTtnhUHzMApTLLq2RHoOhpTA4mKxLBSSR2kNeWLovovEyux6pgudgK00N5UoUXIVCarCSe+XQJRcP1bo0XTB5Lo6BqMubGLa3OzWXTCov5SZteuTxWq29QeLKSOw2M0Tx8wBTby0+Wpj0AL5qS+/LJSn0Oa3GknlosajOv9nmJ+tDzfLiCoqKJTjtoitYlneW7mS0BGiuLdBgMLx4II2Ay832O1l8YzqErmOkZEJ2SZJgePmH+igt6ZH9WbUKBLRh0gM25Kae1XX65yyy8VJFC5MeSlykm7mOv0OGL2M3AHQ7989RjUV3R8Cpt+QviVR7uv6WBg2b2a61oCWKAFThq7g6OpKpGDsMykn5G8du8S4pzZE35Yyr4eaeTtu4aBevHRgI1qjBYHiRoiHJrTfW5is9Nv18JmS/I4mBXFGiXE7i+xBU2fP8+HhzjJ80r0jYHUrIAobcyaIo8RBrTAKLxVzad/JelDaVy/5iqcxSEjXfGVbGb8so3zzAJD2LjxYmPVQ5SX1t1ppaJDhlJISFKiza9lCFVYCz85Fkh8d5LokHlKW+JtHhfne3L+FNOgrR+1A+Oz7uehfKkYGE7HR2OhUX5dLypqVSQni6u10AjrGxZGNM+n37EndSIz0Gw0sK9WIP9uxJmnC5nDR3aYuTBUls+Mu+SNuPhOILAn605ihKupixsSQ0RyGqN9T19fCITTaidVLMjCr9BgGK4q40ObX21NSPjjoDZ01yKpUkjasPhihpB7BsJlV8WGCkZ/HRwqQHCKug5H6WVRgJjZwNkNgU4Et1Cmpz3gE6GjPBBsvGKYOAVSoiqKDuibRSXv6XPRSjdnmPnG+e1mnjaEp8DAbDSwojI0mcmlLJST6A2Rm+1mrN2ib2YVIQI8kGXcLlYNzeLshFtYpqteDWCdRg/yNvkCWtLpeRi+lEkoACblkGzvkoGJcC8VoNmJxk+BJWjpgkzjPMkHnx0cKkJw+gTe3TUDkUjRlwhEWrxbSbo8yPvwWVJof2dn85Gm56MT/+RlGDAEmluGwhDEohldryPOW7XDxH3gDwpUPyGh2eldNEXt/XB4PB8CKC0knpgZRdgzT61dDXcF4kz0dR0j3oCVzI/pj39aRLUeQPMpLghGx7ZmB4JLu+cjkpnzS65v07O13XxnpInjGPyUlt72lYKmhh0tOOhPQkgQLdMS4QSl2ujMhJ6Q3gVF1ZxIZSH6q1inASoBjt7XkUi8mMqL/fOU9xJXW2af4vFhNu0VOsu4jKIeIjDYBIYtgpjI7Cg1bWk4END/sqMHqCsSd57DEXvrVYBM48c0Y1bjAYFgiibdf7VmBkl09yPJsa+BIGHhsb82PZdHb6afQcSXc9vEdoBQk372qotnjRyIjrsyRz4b42xAH8CM4NkIQdOOAuj+NkvkaJVbGYPCM90fr73eKl5bI0aVg4mHpr8dHCpCeP5PHkGlwFJC6KZTjVFOBID4lNuXGsG749j3RNl6SHvy7aJ22GSXxIemh6w4+XHUYaLoe9jNR1S0j/S63GChkuyxvJzkUvDCjlxE895YJ79PYa6TEYXoxotGUZh0eekr9SwNJkP9iAts3RebKv0ip5betTq/kEqoCqT3B0PDF5MW14CMneGsdlmRmqjL4ekox1d/u2PrxlYuvDUCQLu+6WkZ7FxxLw2/NVTu4Y4Kut5HEE9vNqg/p1x+m1xU2KVgE3u5LCllR8HJLuZH3pWm6tZ0ihc6FjWikv9ezj484ikJvBYFhciLYv1Uk6CrFK2mTSpxHqQiqVZoPoEMGaErr/CfVvsxjR22dghpOVZkblNbQslsDrZ2DCMbi1tyR08EFKcbg+izZ67oQv1ekU6ROJT18fvG3ZsmQmsmyZk/j09ib/qe6SnVVqUCylPSQblNbQhZ02Pgw5Oh1Z4jESGG3zAzTbDD3yiEuTzwOvfW24qg0Gw/yAEmCps2r8p+0gkDRpLmas508hGx4JbWojXcCprgp5bnV3h7uaNBZqFb4rlSwcb0iVl7aY5rGGqKaOnCespnSqWkVaDyRoDJLI8vnmjDJMiV5Hcf5gkp7FRwuTnhqSx+uEIz1cWkIbNOtlKGjHQxse6d7eDRfXQbqwd6KtLU5tc/r7feLD4/y/fHny29npGm+6YN/evX48HdrgtLc7WW1nZyKFAZJjJD2y59IybN37MS17TKrL2BuSRO3Y4a7r6DDSYzAsNEolRwLEQsP1qODZ1EieIKUz0jU9pD3if4ImfbI7YHRj7pN4LF/ueZZ7jqK56kSz2krrzrS3liZ2ZC99fV4W+XzSn9JjDXChQA4ccOWjQfOBA65cbW15TE4CC732lpGexUcLkx5CavCkR1ZoH2hWWeXgkx4ZkVmmyXumMjIOIH/pfMVjsvNIZ09SqkPSQTm0XF2PrZcioiz/+KnADibUEmXvSG8uWlwbDIaFBdtfYCVywO8CtAGzzGIq0J9Bpp9OFTSVd5i37lZI7JSl4tL6uIBKXXZ9+rg2HQh1j1E0fQwjQ2uihUkP1U+SrEjVVojETKhjMq9OdX2zAZwmNzRObkxSUjVXX18iMOF+sZgE8cJI2VdjVavJlEsH62Jr1Z2Bdt3QyOohgOl7RJl21y5/JtbfP/W1BoNhdqCbEdDcpgWByEUR4jiHctmpdyS/mGouo0mDJEj0gJJkQRIK3XVIKZNUtwFonlzpwmnLarmR6DVuJrNhNzhVPDQJ6dbeuBK+ref8w+L0LD5amPR0wI/DI8ONMzBVBU6VRWkOVVpUedXhR18mutV+LiU67e2+auuII4CVKx3BOfpoR4aKxYabOl05ac/DCGPSeLhSSWTOjLzMABpyakMxkrbX0SJjdiZyX0Ir72UPt2OHL2oPuJQaDIZDRLUKPPmk21+2LFFxczVQ2Sc0iE9XHCOKEnsXOU9idhK6GwD8FW54jZamSCLDvkuueUzpdRQBXXHdsZOQR6rcGAdMEhzpXcrMy2XkomoalZnafXZ9lYojQDS+lgSvecFn6YW7MDD11uKjhUeqkLQmFImZEqAanCu7DFzFVde1UbPfUNra8l6jIgGizpu8II6dYISu7E0Eh51DqeSMlCn1Afwvv7s7+ZWzwZDFIdMAvhycmKpn5AMxza5dyW9HR8LmDAbD4cW+fclvPu/av/QD137iUYSoYd+TZaejBSqENAOUkhQaRMuuQNvz8DoSnlTKoyMsUy2u4/DIm6rnCUl6kjDQXd6lvEwGUazVfKmIlkwlt6MmwIIULiW0MOkhpBpLk52QPU/IjX06ux93Xuq4dYdBEsTOITX004SH0xQSHlol0rJQtm5Od6S8NyS5kQXUBeU1+lf3kPqX8eYZj16eMxgMM4cmCVn2LvKYYim5KIJW1WRpubXEQRMEoFmNNZXZYNM5rWLPUmXNBJrdqFOyDFJ9JMukOVWChfPakuUwSc/iYt5GqE9/+tO4//77sWPHDhQKBZSkjjoDk5OTuPHGG/F3f/d3KJVK+H/+n/8Hf/M3f4Pjjz/+EEsxgUSFJVvkiDjWDd+WJ1ZpO+FIUE2cp2SoHVR9yYCDfX3NjYwSnr6+ZMJWLAK58gvA3pILBDgykoixR0eTY6Oj7rh095QdAEkPoVmW7hVkTyat/UL2QTqwEPOVD9feDgwOOhE0N4PBMDNUq0lAUCnFobeWnCXJCYYO4tdocyGNttZ+aw5FNRCbLtVE8nqq7eUxeQ/Aad+8zFk2lleKh3hOHuc52ddR8h3HqBd70lOMwMxsOjsT6wDeatkyN2eUPDKKgMnJCpJ+fwILKekx0rP4mDfSMzExgbe97W3YsGED/v7v/35G19x888249dZbcccdd2Dt2rX46Ec/ik2bNuFXv/oV4lkPpDUAk/A/6jqcPU8BCekZgiM9RThbHpIcEhzmw0VFke63t7encSza213kT6majiJ/AfPcyFDSYulvya1adYSHZEiGXJWiXtrU8D/gL9+up1+y15I9HOATJN2y+vqca4cO2wokPQ1F2NTjmcTHYJgZqtVEZSwluiMjvu93e3tynBbGOm5PShQKTV5J2kSG55k1pSNanSU9UGU3w43hvKSQN+2mNekZHAwzJjKXvj6fHElSJNaZKJV8hxGZjJczi2IxmUMCrvt0Am6aMywszJB58TFvI9PHP/5xAMDtt98+o/STk5O45ZZbcP311+NP//RPAQDf+ta3sGrVKtx77704//zzg9eNj49jXEg7hoaGVIqQmzrQrMaSx+rqmMR0qq9skbInfJHra2WptuR5bfwnddyHQjDYA04V2jQkWdJ+sSyP7ElD9zEYDM0I9QG0KmZby2o/MxAbSIdOwDVlKSAOuXPLLiZkAhhC0/mQiktbE8+y75JxU5nlTLLKriZjEUsNL5rp+JNPPonBwUFs3LgxPdbb24v169dj27ZtmaTnpptuSgmWD9rnMDihXFmdmIAfb0cGKJTGzMxHrsMVg55fjKrMKMuAL+GRjbRcbng2UMIj1Vqc4VHFpQ2bs9biCt0IaBYnh6aAJDKyF5Ryb5lOdlhS5dXR4Rbj0WmLRSepMhiWOnSbrlaTNi+dFkLGM7LtShdwwJsM5aII7e05z3VdSnmklpxdQ2ena85aaiOdqYiQCo3FiCIRkFBO0LIyoEiGz6XVWnI/irBsmV8tUZRwREpQmDS0Flm1mnRzzoiZE76FIz6m3lp8vGhIz+DgIABg1apV3vFVq1al50L4yEc+gquvvjrdHxoawpo1axp7bGgHkBCaCfgfernxK1bPQwVOrcXOpwCn1iLx6YSz+UkIz8qVzplKenFLM5dqFc41nS1z714XApUqL73e1chIElI0jp2MM5930UplzyPjs2dJhNgL5POJ8ttTyMOJ2hnpWdoWdHQ095LMU5CeetyFwUFgdfFF85kZDIsL6l8OHEg8tNi29+51ozZJANsYCQ8lwJyocHSXBAHN5jEhtRYnatKxStsL00xvpsIYFqHATDmxo9qbrEszJRaEeinpwi77syhCV1THRDWJS0RNH6tVZsXqZBpq8l2WeZTL7PeN9CwlzCoq07XXXou2trYpt8cee2y+yhpER0cHenp6vC0BpTeU7EhJjwxICLilJyT0viRCJD5uRtbZmRAeaouypLiJaqvsz/hGRhLCMzbW7L4u/UnLZV8CNDrqrpHXabWYRK3WvEKhDiMtAw6xc6WloPxlsA6tAmv8sh8z+x6DoQG2d9rsDQ66CZBsuxr0waZlrjYOEdeFpDRstmyqummHJNP6HJHVnNPiSKYljW5kH6EnafIZQuIjKcIR94oiVxWStGmplvTsclp9uf6WYalgVqPRNddcg3e/+91TpnnFK15xSAUZaFj47t69G0cddVR6fPfu3Tj55JMPIUcSG3pqtYvjQHZ8BmmnE3Jfl8dyiOM8li3z23NWB8LzKCubHMCXvYZIDzs6Qkp7KBJnpDBCzqx0Z8rj9AiRYC+RpaOTMnCtUhP3jqJCcorTRpmeEi6DoZWhbfGk08LwcLbaWl4vf4GkzVJ/RW8uMdEpNAIVAmH/BNlkpTZNxvgJuXvPGGzf7AynMrzRfZNU2+l06npeJoVe2nZJll96pLlbyInx/MMkPYuPWZGelStXYuU8BaNbu3YtBgYG8MADD6QkZ2hoCA899BAuv/zyQ8gxgiMrMcLBCXPinIzQrFVb/M9zye+yZfk06nIUOVd0OiIw+CDH+46Ohih5b9mJe6m6k67pUnJTKiWtlZ2jXCBHurDKXopuDFnkJIqS84zsLOPGM50MhMY8CenKoaeBooctxHX09+cwgQKqUSEVOycS7wJ+pxh8cQZD60Db7e3b51TYUo0NNId6KJfdZEaP5p2drv2zPYt75uIYXXGM/v5Cai7Iy9lktcabKjAp/NXCJCI0z0mPUbXOzo8hLWQi+Tw60KLc16r7KEJ5xJ+rUQvIqgZ8U0JKdujCTu6ZLDpaQBK9f2FgpGfxMW+LjuzcuRM7duzAzp07UavVsGPHDuzYsQMjonGuW7cO3/nOdwAAbW1tuOqqq/CpT30K//RP/4Rf/OIXeNe73oXVq1fj3HPPPYQS6Hg7msyQBGlCRNsdGXgwJ84lebS1tSOO4ZEetlGurRXH7pci5RzqrkOIIt+nUtrvDA/7nePoaNLSpXqrXE7Sydg+cqOBZEhlRpWaVoPJjoadlpZ/65g8WfF5yuVUx14qJV65TzwBPPZYEpbEYGh5SJudZ55x6qzBQV/qoyW03MbHXR5cX4LeXVSJsw3LpWwa7b4rmsCyZc4dPZ93fVJo06Z6WlA1E9SjgourE3dNf7E2YNb9kZiwTVRzqa2OJmHyspDGTHdTUQS0tdE+0wAA+/fvx4UXXoienh709fXhkksu8cbsEMrlMq644gocccQRKBaLOO+887B7924vzc6dO3HOOeegq6sLRx55JD74wQ+iqr6Jf/u3f8Pv//7vo6OjA8cdd1yT5/fHPvaxJnOadevWzfoZZyXpmQ1uuOEG3HHHHen+a1/7WgDAD3/4Q7zhDW8AADz++OM4ePBgmuZDH/oQRkdHcdlll6FUKuHMM8/Eli1bDiFGD0HCQlVWXRyXXlto7Ifc06UXl/sNaX0AJ0Jl5yGDgkURfFkzpyCh4A3S9oaqLP6GjjMfRhaTQSx03rITomGk/H8o0wk99WvkkUMdrNem2WFI1G1eXoaXMkJtTXtgalu9qfLKao9sq7LvCDGUahUh9c1U0ZW1MGY6VKtOaJza1UxnxzcHkcWUUqYZXNuskbcFR4kLL7wQzz33HLZu3YpKpYKLL74Yl112Ge66667Ma97//vfj/vvvxz333IPe3l5ceeWVeMtb3oL/+q//apS5hnPOOQcDAwN48MEH8dxzz+Fd73oX2tvb8ZnPfAZA4r19zjnn4C/+4i9w55134oEHHsCf//mf46ijjsKmTZvSe/3e7/0evv/976f70UxfvEDb5OTk5KyvehFjaGgIvb29AHYjke6U4SIzT8B5bJH0SHd2LQWS0iFGcI4BFBDHMVauTKIs9/c7tVZ/f7LA6PLl7hyPrVwJ5Er73Uxsz55E3M3ZHyU0e/cm3h2Uz5LM8JdWiNwnKazVEmtquZy7lspIaY08R51cyDi5WnURF6vV5IG0zl7O0rQtULGIiWoOBw4Au3c7zdvvn1xHHTmvf+4q7zfiY3jpQZIbuQ0OJu14eNh9/DKCHjfdTkPellKULNtoX59Tg1GNxDTFIup9K1KhLyMY01k0xJd4O6llksWQzpzsarhPH4dCpBYclZlrSQ7PS/W7fF5RN3XkPGF1qeSqnt3oSEP9dfCg29emVHScSywGhgD04uDBg8IR5vCC49JXv3oQnZ2Hfo+xsSFceeX8lPXRRx/FiSeeiB//+Mc49dRTAQBbtmzBm970JuzatQurV69uuubgwYNYuXIl7rrrLrz1rW8FADz22GM44YQTsG3bNpx++un453/+Z7z5zW/Gs88+m3pnb968GR/+8IexZ88eFAoFfPjDH8b999+PRx55JM37/PPPR6lUwpYtWwAkkp57770XO3bsmNNzzpukZ/FBAzUuGAo4otMuzh9onGOEZjngdqr0znNLr0tD4kMviWLREZ6+vqRzyJVfcCP+rl1Ja+3rA55+urmzpBqrVktaqfa6kpAkoVRK0vb1JddpJkyCpFc+pmSIkiIdd0embZpJqvylTLnRexbiGKtWFtHenksfY/eeHEZH/axffVxspMfw0gMHd+2V+dxzSVum2kna+EhmwUkF96VKoVp1zIJiFdm+iHzeRTcW53LFYupUQHUzBcPMXv8y9g2z5SoYjJPDIski+jwmhxVxNSnPwIBbpFjqoeRESUq0Qk4P1SrqyCGHOrpigIbaDG+Uzyd9LVfvqFTcws58FcxOmjACwOTkS89WRgfh7ejoQEfH3GyTtm3bhr6+vpTwAMDGjRuRy+Xw0EMP4c/+7M+artm+fTsqlYoXX2/dunV4+ctfnpKebdu24aSTTvLC0WzatAmXX345fvnLX+K1r30ttm3b5uXBNFdddZV37Ne//jVWr16NOI6xYcMG3HTTTXj5y18+q+dcOLneokHb5wCOvGi1FY2UIY7nmv63tfmy4ZCjk9adRxH8xj425lqrlFmSeACe+qpeqYSXx5OurNzkYqVZUzl9nGmZx3Ri99B/fUzes9HRF4suLJA0V6DJwozl1AbDiw2S8Ei7OR2iIrQBze1FqsTkObZxmbZcdveS5xr5sk+aafOS7t2h+ZbuAnQ3UKm4E/XQMBO6iMc1mQuka1ZR+cekMTaPSe+txULW65/NBgBr1qxBb29vut10001zLtvg4CCOPPJI71gURVixYkVmrLzBwUEUCgX0MbZSAzK+3uDgYDD+Hs9NlWZoaAhjY2MAgPXr1+P222/Hli1b8Dd/8zd48skn8T/+x//AMO1iZ4gWHmGompKqq3Y0Gy7H4jzUORImF5CwrS1uMlLmLKhYdAaDjHIKJPsFTLivljLmWi2RswJ+w5ZLQzR6G64Ill7HdFnKedlTSdExEbLBoZ0AJT/KayKF9rbgf209qO9XLqNQrKLQuK54dJfnlFarwRleyzrhFNVgeDFAGx3zmPTApPW+XFtvKnseKYqQaZiOKi95/yhyxjTSAUGLcBR0s9XzIHKmLLA7kMv2MT+Spc5OV6Zc+YXmupNSHAnt4i6uy3mBUAtpcqAxYYLzkJXrsXLiKZewkFlNTCycpCeL683megB4+umnPfXWVFKea6+9Fp/97GenzPfRRx899EItEP7oj/4o/f/qV78a69evxzHHHIN/+Id/wCWXXDLjfFqW9HR0ABMT7UgslrigqA5WWEGyyChJRgXNgQdJlopYtqzdUzMvX56Y0MSxC1zMAGBSwlwsAtg16L74J59MCMvoaGLXQ8jWQGNkEhAAuYa0JxdSc0k7H5ImBjITIuIU2hI71BJDQTyA5sUOQ3Y8UlQvn0+kyUURuuIYXdI2aG/Jn+Xy3kZ6DC8WyBFVfquS4Ej3dEmIANcW2Y7b2x3pkefk5Ef6kJNhkAiNjrpQ8IQSD0SxU2lJabTkRywOBUZyDsPbydtz/VPAnxONjQGrlk8AaHR+e/e6smr3fD63fE6tK+Nzc7XRxrVyLkSJ1MqVTjNP4QTNoCS5k9r/et1fhWc+cbgMmf1AvFNjpvH1BgYG8Pzzz3vHq9Uq9u/fn8bR0xgYGMDExARKpZIn7dm9e3d6zcDAAB5++GHvOnp3yTTa42v37t3o6elBZ2fYu66vrw+/8zu/gyeeeGLKZ9NoWdLT3g60tQHj4yQ+NSSykna4JSnkkhOAH6eH6QCupC5VzRyHabhXrfqrFMv/ueqE3+Ht2+c6gYMHmwd0Kp7lwwAASQ+Py6CE/JUILQIaIj75fLP8mg/Aa+R1nFbxfuz42ZHJsPLssKS6Tfa42nhT3o91ZoTH8GKCNMSVEhwZIoIOCdrOB2hWX/MYRcZSosO2zckLDX8lAZLGKrTNU+qtHOqIolyTikuuaSoJkLydRkiVpcmQF5ZDxgxjQrZ37svj2kVa2v0AnphGxmisVh33k1EApBBM2vPwmVtdoz7T+HobNmxAqVTC9u3bccoppwAAfvCDH6Ber2P9+vXBa0455RS0t7fjgQcewHnnnQcg8creuXMnNmzYkOb76U9/Gs8//3yqPtu6dSt6enpw4oknpmm+973veXlv3bo1zSOEkZER/OY3v8E73/nOaZ9NomVfdxQlpCfR8nDNLAnpndWOhBTJfV/dRbsd5k1vBTYmLkdFtRcNnfN5NOvtgan1+0yjSUx7e7OUR6ZhD0YpkawM+V8bH2m/+tDK67Kn036TUiojxfPatojWkdIyklNKyp+lMYGso1D0ZrnAmcGwWCCpD323ctNtl0RHR1qXFsQ8Ju8lpSAasu3Kdq6KK28X4EhByOgWITTdSk+2siZfWYWTBVJ6uFwUIYpyTd0Zy8G+WVYV92XXOBs7p8OBw6Xemg+ccMIJOPvss3HppZdi8+bNqFQquPLKK3H++eennlvPPPMMzjrrLHzrW9/Caaedht7eXlxyySW4+uqrsWLFCvT09OC9730vNmzYgNNPPx0A8MY3vhEnnngi3vnOd+Lmm2/G4OAgrr/+elxxxRWpWu4v/uIv8NWvfhUf+tCH8L/+1//CD37wA/zDP/wD7r///rR8H/jAB/DHf/zHOOaYY/Dss8/ixhtvRD6fxwUXXDCr52zZEaO3N9HVRhEwNpZHrZZHtRpjcpJqLXprSTIk3dOd0XJHR6LK4sQljpP8ly9Pfpctcx6i3d2JiJWrri9fDmBE6PKprtq3z81o5IxQdo6SvFDFRY8ucSxt4WRl/F+r+a7plAeHggsCfq8BTC3dkUSHv5JAaQJTqbhV5DXoLaYlQlKCtGuXX4ZKBfijP0o8QwyG+cBMBmkGC5QeWpT2cE2t1GANPvGRBEdKf2QYCsBFZJaDv9Q56ZFfRkQVbEA2a2n3LIVRPK81aZybjI05z3g2TUq75WQvnfwwkezfKP2RdcgbUxXGffncypW/EMeoRjlP+83ucfnypGugg4Ts2nT3NkHrhwXAi5n0AMCdd96JK6+8EmeddRZyuRzOO+883Hrrren5SqWCxx9/HC+84Oy0vvSlL6Vpx8fHsWnTJvz1X/91ej6fz+O+++7D5Zdfjg0bNqC7uxsXXXQRPvGJT6Rp1q5di/vvvx/vf//78eUvfxlHH300vv71r3sxenbt2oULLrgA+/btw8qVK3HmmWfiRz/60axXiWhZ0tPd7S8c7hpvHiMjCVlgI2WflM/7Eg5eL8PX8JekhoRnYCC5J+PzxHFyroAJ19ip3wdchwiEV1UHksKRRMjpibaVYTpaVUt1kSY2fIB83sX0Yd7agJodcRQlPaTsLSi1kf+ZvxTlk6iwh2VgDeYjRfR8Ni0NYxmkLVG1CmzYYKTHMD+YjWRCsgcdFV3H15J2PGzHmvAQsj1qqQcRkuLKeBqN89KDSgqmQvbVITM/EiWtpdK3dUbNkcuckxadGS/WITfYprMcJkT6KOpK53J8ZVxBfmAg6WZDwmu+NmDh7HleClixYsWUgQiPPfZY6NB+cRzjtttuw2233ZZ53THHHNOkvtJ4wxvegJ/97GeZ5+++++4pr58pWpb0EBkSXq9voOc49+U4K7VA2laHjZyCFhnCPb2nlhlLO5uQSisESUponMx97b1F6ZAsNB+Gv3xY9gSUskwl5w2VL0ttJztz9ihZbruybEwn85YdIl0TOXgwLL/OI7RvMIQwE6OVqTCVehoI+3trWx79fy5hd0NqbfGMOuuAd7u+JD0+XZPybscqkBfqTHQ9hwoSukakkwSNybS2PrQ1lXeB8GKX9CwFtOzIIE1E9GRIrn0XRS7gFo/Jcx0d/kKilPZ0dLh1txjMmP+ZtoAJP2xoteqCDQLNRID/ZUeppTAMgyr9RaWUp73dyZulWEqqtxhGVUZvZl5A2Aaho6O5x2RvQ4mPdP+QpIX/peuulhDJCNO0+5GqPKkiIP7rv5JFvMg2pXz95JN9FYHBoMG2QWgJZNYgrD2RyBy0qzngJiEh8pOl9pJqYqlOBpo7KN3GtZSnkV4WT6q2OIeSQlXAaZH048gicf7E/yQeueqEn6GU0MrC8ALZD1AirtNKdiM2Gmizv+er0d0nEbL3WUgY6Vl8tCzp6ehwTknyA9dumOw3CC2pkdyB0ZV5jmotRv6UEZi7qkOJLQ+9OOTCgDIGOsXgbPzSBkC6rUrXcXme6ilKfaS9jlzmnSothoeWHaU0VpIdi3TNlb0mxVwySJrsOXmdJnMHDjjSp2Xq7PSkfRCPN3ow+tKlgvr/83+al8/g77p1RnoMU6Je7MGuXW58zecLjflDAVEsBnDAJ/HSgISja6XSbLciR1yp2gIc25Ckh6SF4PXaxofgty4NCqU6WxCf8khzuCDZDKW5HOcvnZ3NXlzS20uqjST5SVV9rDNNYnT/APjER7qm01ONzyonUY2OvRAlRs1UWUliwPmgNCFiYFQ+Q2stxGSYDi1LeqSoU8fqYiOWmhEpUHF66ebxNGQeQ32yTIO9Zb93kTM9OX2SHScQXmpCuxuwoNyXLutyhqcJEOBbHeoOkuRHqpVkb5ElB5azL22bJI/JleJFj1uHIzQpsVFER0ejzgGIfv1r5NrbncSqr8/9tymRYRpwbNbCEyJpEomjQ05OBmRCGQldq2wlgWEaSWSypJja+5JpQp5ZktywH1BSHq5vR+Eq/0uB7FRFk8tP8NbytwkhKZlWUXGyRMtoGVNMTnxkOw79b/xKby5Wdwj6/QILOzd6sS84uhTQsqRHhpkB/AXE+cv+Qgo4tGRYu6pLkxjJKTgZi2Mh3uW0itIN6b2kOwYZn0OLwmWPxP+McSMJj/bI4tbR4VQ/HR2+WksSIsn2ZKeq1wFiZdLrikbOId27JH4kf4LwTMARmioC0pwGZHwiGZ26IKVe0vCas8uQIl/OOg2tDUnmFYYPeM5A3ueuVTfJgFpIogKHdD4uYfJfDvRZa+bJYKLcpL2dJDlyLbwMaU5KfOR+HHtzEM3NNGRRmSb1yMpAU9MKJdaqQzn6h0JAS3tAmUbmrcVQojzS0UtL8zlB5f+s1zMfqFazg+jP9HrD3NCypOeII4BczncYCqnqJekhoijhBsuWNau5eJyqLWnn09cHdMV1oDTiXFaHh5sDlQF+Idrbfc8ubbBLyJZLC2opmtIqK7HSsicNkbYM/B9FqMddzsu0ryeti9ze511PwXJyZJDutJJRStUde9w9e9J1xKpISM4LcARGDiU5sSHwP2pcVwcQDw83180vfpHEDmAMAa3yC7nOG1oPxSJ2D3d5C9uy2Q0PIz2uB0c5lvLTyeeB5cu7UIgFU6JUhhIW6tJ5niMv9UcSOuIySY8WPWjxM79h2ZZ122+kn0AhbYbDw64LkhIfFlsLnMrl5vWqNAGSku9iUagDCd6AKi3ehBMgCXmj8fFkk8tsjIy40MpUkwnbhSgqeKYMUnuWz7s1nCVnLJeTccKwdNCypKevLwlOKBl9yHFIdnKceFGAISeIbPzsf0h62GH09zcIj1aac9Bn7I5y2W+47BR4DVuiXEoC8OPfsAemzJmEhwZHshOU+v7ly50NjJDu1Is9SR8iikiVXRQBq/v7krQkCnwmGR9IzoCllIcjy/AwquVySnYo1ZGkZwTNxIb/CxnH0cgrYmfKF/TMM0mn2deXHJOBDNm52rSp9RHH2P2Ei22p2z8hPwk2Q016yEtW6FmSup+XCdBspybBdi115vwvjfxlRyXJO0Xa/JUSoDhO/SgoaCbhkaotZhsSuISC9+l9CpFTCXfoAnnTKHL/pUhGgnUoJ1YjI80qeNGH8h2SJ0kCxGzkEmfkUQupMjJJz+KjZUmPVIuzXYUk05LUSIcJrcpi2ixtSRSh2bZFrnquddx6n9BqrSxo/b4sTKiwcraoenRZZP0/ioB6VEAO9Wa1mZxGhewQ+AwNQkLJDLeq+A/xX5KZnDgH+Kot7zcUJVrWq6iLOtUUsu402LGaROjFCzmiaTSOMT5NVtMLZambJgf+pmvkfWWnISWeU0HOskJR0EPPpDsgGbYi0A+E1FWhbkVrnFj8KdaxzI5mrPs1Zq7P6zSy7jQDy6pT8cJo16PXGMvqEhdj1XUjPYuPliU9vb3Jb7Xq4oBVq87UI2M89BqE9PyWrutCI5QGQSxgwl9wkIsOSmkP2YRMw2PStVVHNabsGfBbjLao1lKekAi8sV+Pu7zi8JcTsmJRa9Zy6OvrQle/6kVGRpwoeny8WVfYsFWqN9YNK8OX9EyI/zwOOIkO1Vp1OJVWJLYgpK6iry8RwzV0kRNRF3Y9BURRF4Auj9do/X57O/D7R5etp3mxImS3JYl9HKNUSpJSmMoxUqpy5NJz9CvIElhUKgBiuPvRpo3tlJC6FQ76VFdrrywZWV17b0lbPSnlkUaLtP9h+2+km4i6UumOlPLISQ2LJ+uGYLE5UZSSb86jiFjWicyM/RwzpK0O1X1SCqYnfFGU9J+SfZVKvrcpPb0aoumuOEbUMD5nMukkyrLyu+jsnBsJmS3MkHnx0bKkhxokapOkt7XWX8u+RvYv1apvCsPzUn3e2Qn0xBPOfoXy5D17ErXO+HiyqCgLUy43h6dni2xvT66hSIpSEmnEzBX1pA2B3EhyZCAhkp3G9kI5h+E9riOUxEc7XlWrSfH7+1mXBaygj76cDlIfJgcilrmh1tKkp4owCaK0R5OeAtwHWxX/64DvOqxfVH8/6gOrU9Oqp57yvetp88X+WKo+f/8vZjBjNywOuGSB3IBEZRt3pU1QDu4ykDiP6UkQj2kpQJMwRgy2aWchL5AjLdux/D75K0XSEgwJryc0nGnJSKmSEDUIz4EDze2a3Q27IxYzi/TIicARRzQ/vlQB1pFL5GpyMscGRoyP+zPPsTEXHJU3Bdwz0ehK16lUHco1MaIIhWIRxWKP92wsArtWGcpkKmmWofXQsqQnn0/iL7AvkMelFJqeoLLfkP0QJ1qyXcnGnqq1tMGQVmvpaVVWYDKJUEC+EEIz3dBDRRHqyHkzP+1VzjqR/+Vzl8vARDWHgqwIea8AplJr6eNVcQ3QbLSsXdenrZdGObWATQ4Ge/e6OtAraqT5AEZ+XkzggAkERTJaXZOVBX9DGhe5n6na0qIPHQ1VXyidE3T4CSnhDd1Hqqp1WVQ6/fyyLetihQhfqOghTKka0sxSRqMnWEjZIcuM5Vp8TKNfHNs5bRiqVa/rY3aSW8qIHwu99tZcDKetC5o7Wpb0FItJW6GnJ4lMVqNW3ABR1BzDTwtWikV6aynmwI2LEGq1liQ92lUdcO7Xei2skN5fdnaykDJQmZgFhgb9kIRHFgdwNsnMakVfgwVqMZqcfTZUdtIuRxIcqrb4n8cltH1PDs3kJydfMAmY9KiJIk+ixckn14nU2kdZrf9dWuFIcN5NvqMIKER1//0a5g6u0RSyC9EjbKnkW+SKUOtR3wpvsiMHfOlIFZqTSGhuk+7oiUaW0SCh192i1EfqVrRuVU9kNLmR37pq/9UR91z8trW7uuQTTCefcypCEzqXQz27QkMiNi2dlZCTRy0x480poqHIljPTchm58gsoFrs81Zy8rRTQLbTLupGexUXLkp7eXqBQ8PW51aovSZUSH8BJkdmmqBniPhcSZT+zoq/uVFrsNWjHw5GVoyxd1hl1WRIf6aLO5RcA1zHqOD0kShTtstDd3U2qLGnLMzSS89ZClGot2VfpMVySRBc6I4e+vhVJ0DZmQo8yKQHi1nBTl4SnLP7znFRvVeE+0HJ6Vyf54X4B8Nko702jrGIRI4PJK9i7F3juuSQo9vBworobGfEHAHqjxDFwzz2+bVd/v9Sa5dDf34Ou6AUjPYcD1Srw2GO+O7P8ryMcA07V09/vfcC5OEZfX5fnRAW4psLmF0V+SAsOgJLcNkESEDl6VquuLesLteGIlu4A/ixDxtHS3zZ1M+yI5Acax3ihnPM8xKUtDzdyEKp9eGz5crevCZAsakeH6zc5sWwSHcsRmoFJKQnTJEhDelLI/qWz0xEh2h4w7pdEqYRcXEZXXx+Svspx0nLZ2XmWywsr6TEsPlqW9DAGX0Dy7dn2cB9w/SdB3gAk7Y+rqnO/iTFQb8TZpzZWpmiBPZEkL4Cz2ZEkB2ieEWbFt5DLwivx1EQ1h7GxZvUO/7MeJCGUvzLOicy6R+5kRIQFfAlNdZpNGi2T/AC+hMcLYijXHtOzcCXpKZWcdEeSPzkg8J0DwPbtzkRq+XI/NlOlkhzvWilGVcPcMDjosxD5X3vc9fe7gZTrzhDVKnLVCcRxIR03OV7KAV2v/amjt8vbEXXkErIvN0o4syL5UfWl123Q0Pp2vUmjZ+arpEHye+bzSomOFLZIrqBXG88kfXBe5F79hFRPhCQxUeS7rwPNa/AxvZDepG1cqrXYYfMaGuqw341jxHFXcBwgFtKQ2SQ9i4+WJT2hfkIfB/zF52R/JaXGhHZdRymgFwrJTPWXKhfWZGOXv1mr5ekOj4XRDy7/NzrDUMenTY54THrRcqyJIl/7xvTeADALzMR9HQjb8ejozN5SHHIQauzLMPxyEhp6dVJ6ziqk9EcPhDpobrDTD+lN9A0oMWgFRJEfE0k//1T1I+tIf5g6LV+MHNUDupocgCgqpKuuiFOoVrMHvBl9zlnfvX4WggM6ELbVy1JhzxSN8mjTmVBRZupFNKs6Cr0roNlOR4uRJHvSKjAtMQrVkcwv8B3lqhOIokJTnx7q4+cbRnoWHy1LemjSAvgftTTQpYBAQtvskDdwvxDV3UxCBhykGIHHpEEjZ6uyEHJDY9CvVFCg7JXI6gR1nB7pDaI8uerFHpQGnXaNomyaHGmBFbPkJvusarXZCLrgLTqG4GAgl5qQWxm+ekvG6ongpDwRmslPGqWZ7nUMvsitoSJg3ykjCVDVJb23uI2O+l578rFYP55BOytCfg/626Dag+9Of2innrqwve98IYrwHz8qiN1C4zEL6eNSC9oVTfhW5Nrzjy8ti0RovZUEPSTjGLk4xvLlPV4y6VDEYxTG6Pgt8j/H5IJOIO10pCSCG2dVtO0JLTXDQsg1p3itzFPH5RHfUj0qpO0TaOaUUqXNNFLrlKWlZT8gX43UrOfKLzSTHt5ES67lTULvVuch61AWiB0ZpT1SwiO9SeMYuWIxlfjIECaAC29iWBpogV42DDZIrRXSEwKqLoDEvoMTVWETiWIR6CnWGy0Fye/goBtFGdxG2vDIBioD3NFmR7hy5+BsVupI1pNKJwOaAIWkGrIDVoNpvdiTFuvAAXhxO6SJUanki/el7SRvTQHKyAi8mXNKeqaRE2vV1oTYJOkBmo2WQwEM0+jMJA5yE1bokl+OjDj11oEDyf89Dff9ycla43XlU0N4PqME6yXleeWq62DpF793r/+NcHCXkh1uq1YBJ5/cGqQnjvGf/+mPz8uXe9EDkM8nK4MMDBTQxZF2ZCR5EbKBytGZIkc5+MvwusPDfoBMQXrQ14dCFGH58i5vFXHeRo+nUzkj8vYF3fY0KwLC5wkp5QVcWVkALfWSN5fuR+pjDNnnyWxkW+Ban9Q0dXc3F50ICWG8/lWLTKm+5740pqR9jixU1rNy6Qmp5pIFGx93awoyb8AX6zWOFfoiRA11J9+5fvfzDYvTs/hogV42DCmlCAUvBtxHH4q43NHhz/qaGqPcarWkBwn5hEqxEtDkpi6lF54qR3p6aGhyoTtW8RsqjvxlI5SGvPL2Mq1G1gR8NtBqrqzzU0ISQOmt1qgHPQDI10bJVUJ46o3z+eCgIZEp2te6MyleknpD+c5kcKCsG8yUEIVmzaHjWcey7qVHwKzzcexxfjk+c19ylyZofYMetUMfsvyYpVGO2iJF5KfCVKRnygQzhfbQpN2eFj3PBLK9Z0hqNA6l3U73iaaJdOciL5ju+8z6XtlZhyA7LymOCnwjOdQRRTmv/Att09PWNrfrDXNDy5Kenp7Ee0vO1OPYTTgqFWe4rLUy7Ki54GgBE/5MRlsBS5UGRSjyPOAGPWG0TImFHNSrSCQfEYAcJT4sEDtFGYGVm1wHSwz6cvzlgnt0LpMTaen5KydUrD9ZN8uWZcw42IGrjOQCo1mGzNJrC3BSnAj+4qMyaGEq5aGkp78/mRWuWuUiMff3o/RUOD4PX9HkZKVRghqAGiYnCxgejhFFicRneNhfiyyOnaSrgInmAEAhlzggTHj4vmT0tIZYpB4V0vc1Wmp+N4TMigvixnFD5UAdno4CLtdC0i5LMhKwXE1XLGg5EXWl0gJ+8tUqUHokEXDJsqkJt6cW6Tm235998DvnorDaDVw2ZnlsfDwpv1Yliu8xJ74waf4j6zJk48F0QVs2mUjrxvSAzz6ADgxa2gM48iP1SLIQUhSTz08ZWU8LXLQKezqzIlk3+ptjEdrbhcqfB7MKI0XJjBo5lWhK5ydJzNhYsyhfXkspIPNgPxzHyEUReopFRFFi62feW0sLLUt6+vqAri630B7gTwB035nPO90ux6WuaMK3KZAKce2SLv2fpU0HO8N9+1zhKpV0WYYckuEW8KUaVSQvp1CpICfJjnZlZQfb2enc1cS58og/wMs4NXL80+GDpHOIHKSkva2rR8GKKJoXzEKrsTTZkeckySE0EWpSbXFQ7u8Hjj4aOOqoxM1qYAC79+QwOJiM/XKlabkBIwAqIOnh/1KpB319zvaJ9rms7mIRrjL1Jr+bajUsTpQEdc+e5Hx/PxBFGCoXsHdvcviZZ/xPLWv1BS6COzDAlTe6Ehsxqtp27XIqN5kh3Ycb9/ZIJJfwOPbY9AN4AV146gnnaCUDkJdKSUgAKdQql52N1NhYotoiurtzWEWCw4ehi2Sx6JYZkAOeHgg5EQkRgCjySJPkI5LvEdr5ShNN+UoLUmQlpbzyxciBWNq4aLsedkScGOkoxSyERGenI6qivBKc0LBta7tgKWTUpjesagqytQlVqt6dTvwQRe4b4zPQbZJllxMF2cnITlsyMN5z2TLfxIDfwIED/nqDrD/hsttVLALFGPVZRTydG0zSs/hoWdJTwETaV+oIu7KtyYbM/2n7koaU7Dx5jMYw/JXWvZIcyUV9gBnZvWjik3oo8VersfhfSxHgz05lrA4WU0uG2S8xaxlWQ5LF0KQshToZUmGFIjFX4ZMdCUmEpNSnSbolbGUmqrlUusV+UnrDVquU8jBCkFNxAcDkZAHVauxdz6rm7VASlSu/B11BoZm/zGx0NOnAG9/aWIOc7duXkAsSDE16WAXkKDLLvj6gIMk6yc/evcmgwGBFHIiPOMLV5/Llvn2EqABy+j17kix07CNO4tWnmJZNhpUZHQWwPPYTa4kYM5uK+ADuQ+YHTOKQ8bHKQyEBA48xLE4oXRD6oQlKdiThyZL0yJtJkZSWqKh7TRfnb6p0LGLI6z4kFfJU/1NVZui4llplSXukqFnXgTYyknmRrckHkbZhot5y1YUT9RjpWXy0LOlB2UXlBPw+Qk4cZZ/R1E/tVaJXOZhJgxDt+y0ZhfwPpB2dtlXx4s4E/jd1knLkpRGxmv7XkfPE+BzwpdmJ7DMkIZCQkzRumR7Wsjdt2C1Il/Sq2kKu6yR6WXXEuklj9GQsyqilWpq8+MgjIT0+9ORaIorgpCV6ZUe5yUFLi2ekrkyUf3xvM9GU0GOfLFPWmJteyJctv085C5exUPS3n5EdJQYyGzlG6UHXe44swiM9AkOEUVcEmbseRAPlJUKcgxxP9gvyuswIvnriMdVNNeEhIaJbO9U38hnlgK0fqgGpmtK2xKFvKfRtsQrlbUKu3k3PnvVR8vmY+XQESZLaLMLDcwyvzXrng0tIkqM7+2oVeOGF5jLME4z0LD5al/Q8/zxQryMXx+iJosZomvwWZLp0BA70BtKXWQ9k1JPQ91syCepROAKUSl5HR9VW1rILqXQHjgR4AQ0BNyhI92y5ZkYce0XlZP/AgUQLJ4lAter/Z58hJ9rUMnCMZwC/SgVAZ+R3QKy/Rr1IFVa5sU2IX74C2vWQ3NC2SZOdCCoKs1xBvrHtHymk2hz+avKTVKUc9fLqbjXvleuqz5VfcG5glKJIcYwMi6uDyOnI2SLUMyNnj4464sP7yuqViKKEO0n+5NnEatJOI6/R0fR7jPbt84Nj9vW5b5zfe7mMuPHuSaillkzXVWen77zIhYBlkxoayaGH95IfFr9vqZvVgxcrgmlkhciCqKoI7UtJp67vYDwXSWRpi9Td7S8tw3R0dODGG0kdIG+k9ctS2qELFngg3o6RMzTZl3M2+Rj8HxJGt7f7YUBkkNZCiCXqAknGRfs1vqOpJEVUSfE/r+M1cqLDazs6/LQ0dJN1yvKyDIYlg9YlPdQBhCxxQ6O6njGypwDcviQylOHroDWSQUjSA6RSD23DIyU6ETJeCvPSkh4ZI0fZ+lTLTvjAYkmzo5C9rXxswIUMoTGvvMYVOnJllN4zwoCZG4lOyMYntAwFj4eIj/e87JEbxIFe45KLSB7C4jrSE5L01LxXS2l5OuayEiXRkbYyIyOO8IQWgOXq9IqwSltoChJD0OOgFHp5M3XtiidedFUsD4JKBdHoqB+jn4XgR1Que2NapdKs4a1U/Oi+xaIbY+RAy8F5bAzoWVl0dcH78UJeIAcqPfvXkjQpXlKDamh8lUl16AatLcsElz5h+b1PqeZvJD+8Tkddl41QG9PIOD76gcTtmIVegkK668vnZ7ZZhIiOHSxGEKx/SnS0ZEcWTBciqy/OqnR+EzQ6JInU0iGuKyMhJyJ6Jfd5RK02N0mPuazPHa1LenT4YUKP2FkyX90j6F4xJDeW10hxrnCJCNm0zChAZ2j6JXugwKYfgdD9UahDDCHrUWeCrGjL8txM7Qk91ZYOxz9FWeUz+mXPISE8efGbbHLd0qZXEPpG9I34HYTCDOgFIxuEqFrys8n6lGVWoU8hXQBSqrI4UAjVo34fTR+BvGnkh0EIdcL62HTfSa3W8IbSDxB6QJlpSKUyzcc5k29W275oDZv3fJmj/wxuSgOapkzhE6RZIqvdT4epbqVfx4xuPhNoldVU+Yaum44YAb7BuDyWlfc8Yq63WsCitixal/TQm4PiUd1JSmSRHg4OctSR03Dt/8xBhQMcJTPt7agq2xageQkGiF/PWJdT+O7u5rJzQKDUoCHt4KKDcr0tOXFnkD4WObT+nxxHOIunqkyagqTIWFQx9LwT6lfWAY8XAue85Se0dIt10AhISOGL1I5QbeS4LwkOALQ37pr8trXFWLYsmbxLU5MUkpVI+xh683EGqQ1TpXSqWEyMhhueUvtLOTz3nPM240YvRK1FoJYspC1LLaAHBxMXMIq9GhbI1YbqUdZtvVJBLjT6ZZBpwD1+aOzJcotmljKYbkHap8n7yvqW9U51llQbznAQldlqQa28laciFMWoVjMCFGqCxoykJEevsM4C8GbaoyurLriJ++pQYVpzQ66tBWBSy6MJDl+LlPoEqzhEODXhqFabjSqlF1yI3MqPXndQUjIv3Uy5seHu2+fXZ63mvhkTnywptC7pGR11EVq5dDDg2wUAfq8QRf7oz/9EteoivWoCJHtOGXCsMVWkGkH2FZIM5NTxqLGleTFAjiwrn4GrD4v4LsMHfGLDYupFR+npqatB/rIjHR524n752EEo0Yg2Zi6r36pIB/jqLV1vYN3EsbeSOtVE9ajQZMQ8POyCJZMIJQEJSXpo6ZUHkEN7e94zkeJtvHGN0hyp25E3Y+VI61KWm+VtsJR6/5GpN9Tu3f4SGdr+Sto8S7JDDtXfDxRG9ifGTNwGB4Gnn051ffXhYbwg3okXAymkDhNxoLS6REqj5GXyG+L/0JjF9Cnp0dFEQ6IFacOjxVyaLDQG0zpyweTalk23BSm4kzFvuvoi/54dHc6uTZZbS/zkvnRwkPVOssAwFLoO+N3R4DlqdlzgszDqcgiaT4R4Fr+z0DtNL5T/pUpSZsS6oZ5ctgd9jWalrGMpqdckUxHAlARRpSYbMEmSXqh2nmGSnsVH65IeNj45qwCaJT9a7KkDV8gZiBzkeA+9SQjxtFZnzTg0hGyQcsFCCeWqrgchOQvXqhLtsaWlxrytnmTzfwpOIXW5FKZyXw+lkccIT7UV0O2EXgs5CV+h/6ry4jchPJrgBMfeLAmhVE3w/WlWAHjlJ28aHnY2GNreKtThkVtqYpYyUmldTMlluewRUNbplCpG+Y1NowI9ZGQRnNBN2HY5Y5/jzUOvcjp4KjmJrIB5U+YlJj5SpxaCDqgzRb1lEpUZFG2qV8HPPJhhiP1mZSwbV6iwoQ5Hp9MGY0yj61D39SSMk5PBZ5wPGOlZfLQu6RkdTZaz1R86O39JYgi9El1I0iMMOj1xhw5iKD01gNQLSdvvSBLkqW5kmeQMWBkrN/VMYtCnVEcWWQ6kel9OvNhnBLJPqyL91VInkdBT0wX2p0NoIE73pUeUcFuSr4JllGSnVpPLTkhDZkd4tEMYJT5Si5gumBYCvysdJEp28kJKReFQw6EqM9Yhq1m+flkNxSJQqL7gxEQMpEMR1759mKhUPM85In3V0lg+YCQ/urdZq6sN4wlN2rS22OvEQ8wu62OtVJLnoREwK4aSXEYanYoxilcV+l70OMqqkcXpkt5DoSVjKJ2ghIe6pThu/kZmYiDFAlKKLe6pv3NWi/QADJH+mXJNCZLt9LrgTAjuA6X9kg6UpSs9i33qWQAwvZhKnidIGOeymr3hJY3WJT379rkIndo6X/e8UlIgG5UUQzOdNBCRvf3evU4SU6k4vVJjXw70TYajar/JUFfaOlAlko68Ko+okEZhpmu6dijSqyWQ21UqNbS15T0eyP5cTq6koGtkBL6IXxq+NDIKLSExG2mXjO/jXcPlCpQHVGlXc7/qexdJwkMVlyM80jZGrGaRLuTOW6IE36CFz8zvRhiwe4gi51/eYFYHdznzmz17HE/Zsyd5j9LegjGS+PpJdnp7k+DJGNzrMtu1C3jqqVTF9UKD8JD0SDTVr2RSDPiIQqrBk/Zd/M5CdiEce6TmmKTcm7SXxYQhLVTVj3oufbBLJX9pFon+fv/lV5NlKCqVZrotiQxfoby9HmfJq4aHga7lRV/vqFVzrD+t4pISQKni0uelq5UsVLEYlPCS1PM3jpsjSUiho+xC+J9VSmIjH0cifVT2m/rlhzoPRtkONVBt26TZp9an6yCW/ND0zExKkiSRB5yH5QJhruZDZn40d7Qu6SHRCc08ON2Rim62cEly9K8kRZx6kzUMD/u2PILwSJsJDdrvZHpykfjI9ZB0IBbR0OVMTpIaOVGS/YskPEAFk5MVjI8n+dLIVFcf78N7eesQqZ5Rr5sVqoeZSn2aoIPYCVWRLKOWNPiEJyE9bW35Jvvi7m7HL1UIJH+9IQnpcZPlucWyN95nPe7yiKiU9MgQA4B75Yy2L/lmZ2djLTAtJjpwACiVUC2XPcJD0hMBTTZTwTXC4jj9ZsbHkcbQkxq04WH33cixKo7DqtWm8YZ1Ko2/5Ucrw0DQyAxw0hQ5wGk7GXULue++jWbhrs6CzTuOk0lGTn5/GlIcJ+tW2PQEyb9Mo6FnJSQ95eZuSxdJe2yG1Lchni7nhvLWTYm0CCn0K9+pvHaqXxae10jSSJvG0DVafRZSGy6gy3q1OjdtmpGeuaN1SY9sWHLQ0VIemV7OSkK/kjnIY9rHVezPxI4nFI3Zy09iKvuBxjndacvHDU1qXDUkBCBR/QDVah7lstMcZaFabZgB685N9J5Z5EeqvYKea1NB+pI3BuaJas4jeiGJeTP8noTjvbSRZh1QQJOZMQmqJKra/kiNMnJ8luO73JeCJPkumsaY0Oy5wS6qgLdJb7mgTY8eDeG+J5m1/L44j9CrSOjmo6US6TekIdVakvTI/1RxhVgVC92oKD2g61fILHQzk8/NbiIds/U7lRJaeZwqLoVDJv0BkpUx9wimm4lKSweYDv5mMazpoCUyOo/Qy5kO+uVlMVzdhxuWDFqX9Bw86JTaWjkvG6kWofK8Ph4Sw0oVF3X32mgUvsGonlVzsIkQiMIsJU/SzoKNmh5dHR3poC/HBzmrY1G5eKZcC9W3b+EaVHmMjOTT20h1vKwiIDlWkDNd2cmLZ4vEVoBzSedHWIWvAuNvrpFWXo/ubsdKqNrq66NQI5WQaGlXozLFVoEjer60R6q2uO7mUUc1FszcW/KDUPK5udL3smVu8ONCsVJURBbVWC5D2vJIExx6cfFTlBIf3sobc/hdqoCJ9VIJLwB4AX5gSL4fAM3SHilFa5S1vDe5xYEDTg0nbzU5OYpyOY9yOXn3bW3tXtPr6EjqklmWSo5Udi2LfakIP1wu9CXiDTAEREQXe9lWpAu0VD+Wy4iiLu/7lU1eC3k5nxgfT4o0MtIcfWBkBOiRdj3FohN9SfsVeiyRJUr7npDhslSNysJWq8E19iSy4kplSWpUc20iOdSs0xmKUs80Py0yYhkB9/x8P1oFJSszilwE7mo1qUcZ00DFPPPUgTKvqUiU3oAFX4bCJD2Li9YlPSMjwMRE83QTcI1Udo5S/Clnl3I2oi01aWPAhkhddYNx6DWlNCTJCdn8pIbV8kvXvZG0o4mcXl+aAkhVluRqzhSFs88KpGHv5CQwMhKng5LmjZ65gRbxc/Bqb0euUvEIiyQ+MgKzJkbcNAFK7Z3UgFyPu3BwV7PNEqvQF8qR8EwgicvjVysjAJDsSPKTGxnybyA7bWZAkPRIwkNy1Dgm34l0U5f2WDIrfqJc2YBIjKvLbskIqoBKJZQBj/RoSQ/UsSZJRRwn9mJlZy8mbcaGh4HJyTKAUThvuBwmJ/MolXq8Mo6MON7Hovb1AVguBk5Kb6ie27cvWTJjeLhJNVeoVBAx6jlHZ/nBaxdFPm9gks/2wvLxGDUrcgxN50myLZLc0PBKWtXTeFkuNSENnLXLuhRL6YmYlHCyMA2wOwipqWo1/xL9/DoWFR+tvd0FNpaa9RzqzbY8LKPsIOg3H0orQd94NlYWkpI8WS/ai03WU6g8oUms7MgWAEZ6Fh+HLFl90UOLurPk61nizqmOyXNKneXZdARw2Ctc91ACuhghr2mqsnwVj/Nqmpyspf3PjCXBGTPQLA+uLDufUPr0uJ6WRlFTPzYXybXWSrDzb1IhZd1ASnm0akupJOVnxt9Q1gFtTfCdNl0kJI6hLfO6QMZZTSEpW01tCYnmNxS6xvuu5Dcj2xWfQajomiJJ63aXUSn6FprIy31ZNi0F4n/atDWJRwLvuQkcvCU7meMAHCRlc8gn6zfFod5A34j/Z6oim270z/pQs8aBBcJ0xZrJNp/Yv38/LrzwQvT09KCvrw+XXHIJRuSadgGUy2VcccUVOOKII1AsFnHeeedh9+7dXpqdO3finHPOQVdXF4488kh88IMfRFU8zHPPPYd3vOMd+J3f+R3kcjlcddVVwXvdc889WLduHeI4xkknnYTvfe97s37G1pX07NsXFgHLWYCePXE2phsHrwvNDrTeB2iS8oTizUipTgHNgzzzQXd3kxt4cDQW0gVJUrThIs/TGNU36tVIVD6JuqJZXcQlhioVAHHkMwOWL5/3gt1pTy5txyElOxGAuLEVxP8Y8L3YxJpVlBwcPJioXqju4rlKhdKscKcpPxk+Dm/V2wsUykN+lEMt8eEUm64zcmrMsnZ2ei72fDcUTOh3lswOE886+Znpfr9abbwH7vADqNWa7HlIHNJr4dRe9UoFObHAaKi3lZNo5xEnZTDMPRnQh4eLqFTaEUWJUxnrVkrjUoN4fsD86BpuYvVy2Ss/A1gCDTXX8HDSXqjLHB31dYDVKqK4uTuQzVk3eV2/Uq0TRe4WPZQu8T0zY/6nmIjSW0p7SHhC9j4kzfyuskhBo86iyG9NoQFSBoWWWtmQKoxac73YKv/HMeAWclZ9qYx6Kp9L92X8Lz22mHnoWTOivqd1zPtpKZCUpGlx1gKSnhc7LrzwQjz33HPYunUrKpUKLr74Ylx22WW46667Mq95//vfj/vvvx/33HMPent7ceWVV+Itb3kL/uu//gsAUKvVcM4552BgYAAPPvggnnvuObzrXe9Ce3s7PvOZzwAAxsfHsXLlSlx//fX40pe+FLzPgw8+iAsuuAA33XQT3vzmN+Ouu+7Cueeei5/+9Kd41ateNeNnbF3Ss3u3b0yqrf2lnkC2Yhl6lCSI/yURki4pQNIxA+l92Iy8EP8Iz6xDA39aVulHKkW07EClS3sUef1Luexi9GhpQmLLU4az4wGaiUBybmSkPa0ejvFytexaDT5L4IBOm5ty2SN0kdgK6ri04SHR6RK/XQBiLskhfcr7+lDa68gOXb9375YRjWsA6L9LsseIzH41E/wk+vqAVSvrwBOD7gaDg87oRkaY5UghbT1k2OS+Pi96ND8njhEkkhyMaXM1OUmX67z3Lvm/SVrSeDn1gBFzyF1dLg0S79sXXqUV7hF5q2QiWG5slUYdS9JTAVBBudyD555L1KWs597e5PXR/b1LemPx/g07Hr1QLZ+Ud+qi0Zp2T+RMtVr1tN3aVd0ROKdxku1Ga8i4gnxS5FxCfPjBsGIk6aH/OI3bAWcwI1daD0G2rymkIVqSpbOU4z2/Lx6Tru3UwLKbkY6izDtXnfAnjFJ1Jd/D+Li7UHpcSpLE89JojfusdE14pC2UDhWhZwSaCC1SvJ6k3z306+szjmo7ezz66KPYsmULfvzjH+PUU08FAHzlK1/Bm970Jnz+85/H6tWrm645ePAg/v7v/x533XUX/uf//J8AgG9+85s44YQT8KMf/Qinn346/vVf/xW/+tWv8P3vfx+rVq3CySefjE9+8pP48Ic/jI997GMoFAo49thj8eUvfxkA8I1vfCNYvi9/+cs4++yz8cEPfhAA8MlPfhJbt27FV7/6VWzevHnGz9m66i3aNuhOUHizeB1jSOwJhGWKIVfYgMdWKB5PaA2pKV24ddyPrP+i48iauOhB0pd4hFpTcn5ysuZV17TiVmlo2d7uPU9IZSVJkFZjRYEtXVFdTkcbaiL5msfHfXdqPxjh1JBVmnqvSQN2HelYV0RoVXU5kgRUcnwvckBOPispjaun6aaFFGGgea03mYU8VwWS65QLXC5wb3cLrdYiPZH/x5rWfSPR87Rp0pVNDGay7Hrzyq3dyUTl5sR3rqonPSZtjaVjgJQK6TlQImWL/Xeu1ZpAs+v6VAOvPj6N6icksZkuPX9DXctU52s1hFk3j8n3JycDUxUmS/pDyMlrCJLw8LvRjiX0GNBjwgJB952HsgHA0NCQt41nrTMyC2zbtg19fX0p4QGAjRs3IpfL4aGHHgpes337dlQqFWzcuDE9tm7dOrz85S/Htm3b0nxPOukkrFq1Kk2zadMmDA0N4Ze//OWsyifvw3x4n5midSU94+NJROasWCkykGAWOAshJGmi+F0ToFqtKfielvJkua83qbi02zPgT9MAr2OsI+dJdkKNRdsxuIE0pPJxdCVkIuXxQ61yE/tTuatLclNV+1nkJ9U5SWmS8FyT5ePSDk79UlHPm8ia2trynvBMjl28hWdxLN3gQuuvSc9BQpOgQJnDCNHGBE3X8SH0f6hvC2GvwpQ86MGicaM4LniP5R5P2/NI6SFld0kcqHK5vYkrps1Tsg7FQLIID+R/PaGZASTJlGouHqeQhkJh6esgl/IrFnOJFyM/PhljS17I9x+aPGmiE1pqxaswd8yRZJ9nyAVG9ScZ4lVSUMk5BdN6t5dqLU1o5IJfus+SxzRkWtlpaUIj4hx5vzqdhDwmPf7a2sJleRFjzZo13v6NN96Ij33sY3PKc3BwEEceeaR3LIoirFixAoODg5nXFAoF9PX1ecdXrVqVXjM4OOgRHp7nudmUL5TPbPIAWpn0jIwkssB83unQ2QmxQwJ85Tb3pbuldpFUtjseqQoY14XWl/JsEdA82ANwbs7Mm50cReeBaarsiEPjsJxRRxGJQB3OTZ3lzyMZpHi+jmo1j2rVraXZ1+eZWyT2GGQIcmBftgzR4GCqrsqS5LAU8phUcXErtLc7lVZvb6o2GhrJeZ5P0oGpXC4jUblQ9cIBww0cssj0VJEatL4+AE+VEiMhuXq5tushpO2CdFNn1MP+/sRdfTDsBBZGDm1trsyayKZjipSAxTFyDQ867SGoiUMOiXcX675LR0gslVAsHulp7TiolsvMqQKk4Q+pPpTEOo+9e4/wHJ285+aD8AU2iAG/D+lqT88/VlcViSeXR06ZuSJAWUIK7egVRckrJ/HVhPi55/xxf3V/v7tfFCVteHzcqTgJkh/+195aobW1JOPgREicK4+EvyWpoZdZVavNwpS+Puel1d2dFF9ew09r2TKESY/el+5i7IT0By7P63xYN9JWR7czpiH4DWgVlrQv4jmODQuEajWZix8qqN56+umn0dPjvCI76GoYwLXXXovPfvazU+b76KOPHnqhXmJoXdIzOuoYvLSLkR0Nz8lZgxShytmidinVOngaIobcT+E6ajnoBD2W2ttRrVQSAsFyZKm4ZIcCX/qiJujNoniXidhY5jp8YlDD5GQO5XI+VU+wc6V6olwGurS0p/EMufZ2RJVKGmtHkx4NDrqR2gqA64lpF9MgErJMXG+MxxI3apIeDsDNPY8czNrb3UDX0QHkyi/4diZyk2pUaS+mM6cBc8Oeh4EUQ9ox+U51NlOdl2rF9F0IY3JJfOQ3mYMjFaQsXZRmCSYdDxzZNPgnoHSnJnIh6ZGIUalUMDLSjlLJtyNJH4hhwsVgppcikQE/PfLGa6RqLiBpCEk/ZRthGi0Z4behuwYgIXH1ga6k7cq2IAiot/HmeiDXKjCZH6H268h56jgSOElweJn+NKXQuKPDhcaR8xc+u/y00gVXQwxSllVHupfnuC/tgQBndsD/sp6YVkrrs0iPfFhNepjHAi84ejhIT09Pj0d6psI111yDd7/73VOmecUrXoGBgQE8//zz3vFqtYr9+/djYGAgeN3AwAAmJiZQKpU8ac/u3bvTawYGBvDwww9719G7KyvfrHtprzB5n5midW16KAmRG0XlegsZwYXSAM37xBzd1LMVGPBnK7rzCxzLmsVmq0+crYjbr4n/2QjmqWx6qOIigi7oGceb0sl6EGvvZKnzXPnkc+jnbdbKsYNPq17OOuUoKY9psXp2hTedDpV5pkRottA2Zplu7FrXU616qg4fun5r6r+vQuUzNDWb0MM37Hl0+TNd76VdTyBfLTjJWnZB/pfZaZI05esOSGTSD0unA/zjM5FAhPoD+HMPeWy6rLQWfTot1KxxuDOczsVf9udEqD9vYaxcuRLr1q2bcisUCtiwYQNKpRK2b9+eXvuDH/wA9Xod69evD+Z9yimnoL29HQ888EB67PHHH8fOnTuxYcMGAMCGDRvwi1/8wiNUW7duRU9PD0488cQZP8eGDRu8+zAf3memaFlJj3SezZUT76Gc1vOH3ER1zIyQF4BOK10hFTig64ouwJ+xgvuVCnJS2iSNYJ3xgB8WtbFpKbL2AuK55ujEzdGYXcA+qifcszF/KQQYHga6lhWblyNvSGYK5XKqrmIkZhZBqle095aU+KSSHt5DLDI6steXmPgkT6rx+FV0ipp3g0sce1qzVKiEXSXnqi6j8u3Z46Q8UlJYqzkdoJxqAymrknUoVZPSVtpFy26GFupEEfzIk0DaqctAhNzS9gGncvUCF9ZqTs3U2AqYQLEYWjBC2vLob4l1TE+u5HvSaqX0xXnBe5AZAqIa2J8AUBgdTcqtxTeND6Sjo9BUd7y1/OV/mQUdweR/ShUZm7SLujva98iQBVRrLVuWXAA49XV3d7LP87Rb4w2lqEV+ABkTHm3LIwXdhCQ3Um0p00kCxfRpUEJmvnev+89CMKIpJaDMSM/AJOEJSXwkpMcWEO6f5TFph1nx1zmrN9qI9mScT9Rqc/PAmk+h1AknnICzzz4bl156KTZv3oxKpYIrr7wS559/fuq59cwzz+Css87Ct771LZx22mno7e3FJZdcgquvvhorVqxAT08P3vve92LDhg04/fTTAQBvfOMbceKJJ+Kd73wnbr75ZgwODuL666/HFVdc4anlduzYAQAYGRnBnj17sGPHDhQKhZQYve9978PrX/96fOELX8A555yDu+++Gz/5yU/wta99bVbP2fKkhzr/VJVSEQuAVhoh7MWxtEEpcalWiNSB5NqM81D7Efyhi/tV+NKOKoBCd7cfuIx6FqlU7+52IWMbvZTU3cu2Xq06AsRjLigh4Ku3OMhWxLkJJJQj7+UvIzyPjgL1lQ3Rvlz1fPlyoK8PueHhlPjECBuhStUXSY4kPulAIElfIxKztl/iljynVLmwi+MgnLiAS0/aRpHTLTeiYvPQjoeRgoeHUW8Q61QdQZsBjjQskGAorEO5IKxcudyPo5R8UVMtLRBF8FUBUtqp6lqSTilpk+3GY2LCdqlYXOF9ay57fkPc5DfF0AAJGQoJYdIdLUZpxBkKeWzJiQOfqSDVjbIOGpW8bFlXhorOFYHHOebSFIW/Ml6bbJrVKhzBobFytZq0V2nEXCy6RYopbZB2h/RQZOYhPafYpBSKp7UtD9VWklPKbLgwPedVmkB59ST1gFGUfB9Sh8ZvncbbgOuvaODM9EzDPDUJChl304RA6xi1FL5cbiLH2q5N0ap5RbU6N7vp+dbE3Xnnnbjyyitx1llnIZfL4bzzzsOtt96anq9UKnj88cfxgli640tf+lKadnx8HJs2bcJf//Vfp+fz+Tzuu+8+XH755diwYQO6u7tx0UUX4ROf+IR379e+9rXp/+3bt+Ouu+7CMcccg6eeegoAcMYZZ+Cuu+7C9ddfj+uuuw7HH3887r333lnF6AFamPToDlJ6TEnykWt4haT72isAfoORx2gnoSU200F7d+l8mxCSx0uxeQBa4pE5yACYqSpL5681OdUqUGB5pCFvo5NKJW5qk5hStSU9YcSIxXEtS8UVftYwgloIOQBro4nGsZS4VSqunNILKXATqeLRWfpSKt82RmYX1IDIe6qZcMjrSaPpe1eVGv7kQhIp3jsPv97d/+A7ChzMaoP6XNoW5QeR9R6QqR2arjjBby1NJz8guSZEyIVdQruwz6RwAUgCpi8nx5JpQ9eEeFawEqSYLHSBtEukR+NUhdaggbcuuDwvG0GGums69aghwYoVK6YMRHjsscdiUjGvOI5x22234bbbbsu87phjjpk2erLON4S3ve1teNvb3jZtuqnQ8qQHcDPC0CBbhfroFdnR6UONJ4UWxYrrKdnREg3pnp2mlw1dkgeqs7RBpJAcELL/CHde0sYir36BZEYuPW/CITekbWG53Fh4lFGH5XpTcYxoeBgxwmoJlkhLejzVliZ6jUGEkqypyQ5rVw/A9fR5pHhfatBQajwcpQdU9zQkClU4z7M6gIhSHy16UmC5tZSKxyYnK9BqovHxvBdkeEpzhEamLB9VV3KTdd5EhqSqQEkVgqopAE6qxnLzmJQmOkw7pmeEldDfj3yeKoCC/jCFJCEqulAEmuRKCUmofOS9UdRMtAFqM3PoYkRLXkRJz+iok/xR9CL1TvwfcpuSH6kkUNUqoriQCoWlcfhUPKTJbg2+m7ok/qrJ+bMq2fHoG2pSEpoAaFWX3KfKj4WTD6CPUSokpJ1ZBF9LexYKL3ZJz1JAS5MeQhIbDqTajoTpInWddKGuqutkY6JqQMdCkfdgA6M9D8lOQYdIZydJVxF2dozoy1FZLWI5fCDJQs7epBTEH5xSJUYDoZl4vlHCZMCq1dqbZo8cS8bGEgl3D3VCMnTz8uXA6CgKpRK6Gs8piR7rkEo01nnc2BiJ2SN6JEBxDLliQrY3VF5sEL81ADlvTGHV9vUBXdGEW/RSemzt3Qvs24dypZKSCY+wlcvJIphUVSj9Qx05r7zSdKZUAioVquJ8NdHkJDA2FnsqTCK5hRiMGsSsDDRtns0b/O9TktL0HQmyzUGe/M+XSk2Iu2hJjwtYyEm/jAOTDqaSXYv4PIRWz0Xwo0nn0FBxMb4CjW0aH8kU8wbk8/4qElLFBTjNDKFXut+7t3Gir4CugQGXca2WXCy/hb4+X+8kxSxs26ru00qTjA2JjU0U5dKIFiyn1EBpAkfuILXn0ntLetiTp7FtYESwPKn7k7Misq9ly3xdu545adLD385O1x9yIkiVITszkiLtASfUWkCzektKeRaSRxjpWXy0LOkBfLUWm5WW9pB8QKSTswD5K/PUM2PAHyia1DaK2EgX4qaZC9PJ+DxysJe9tPgfEltrsuM6Ps68s8BzTiKkiYQc/NLAtzIUv/zfKH9BGKXSXkfWcyQ2bcgcdEdpPDfLoU04XO7NsXkk9GQ6NeYkE6G1KhlKY5NSBu2JFrGjD0W+AzziIm2uEnsRGc1Yvqc8arXYG1+CEn3BdLUkRBIbIlPtJb9FMXJKA3nfPgzwJTtyX9onJchcBUCp50KqLSnp4UQmJUMhSY9giXzPHR2+1pTnsook20Ac+57xgFv1Io6RSHt4T95MTmJ0+AxJetiu5c3ISrQ3WOPmvEybxUjhSejZZFEkl6KGlu+IeeRQ9yU9NNYH/LhmPC+Zrf5YtS5N6+W05bW03ZH7CqFvWUt6FkOtZaRn8dGypGcSzXY9QPPgJI8F7XbE/yzV1mwaT3pfQXyagpLJ4GNT2O3o47LzlX1IWLo8nTusPO/bYGSpj6rVRILhxSmRnXg+37SgqPRiC8XmSQmPnOnq6bl67mwvVK3aSsBozLqaU8kDRVlkKY0bSBIRIhBNmWW8TymJ88cESR7CZdfvO81bRWKebWyK2dqpJdBkZ6p0CTI9jqfVe03dPj1IJgwnFZFVJU1veMl0kHXPjeS/XAbQp9oAJyzSq0v+ymfXDEw35AxMlyRUrSHeIdVZ8pjXJqZiUtPdUD5vVmV7N4X/sci4aECT4wkQtt3R34vZ9Cw9tCzpKSPxzdEfN708QvFhgKk7+akGASk6lWm9vCntodul9NbgPuBcVaV7dmgaKjqFiWouqHKg7cLoqC5xqHdkSfUMvR3ABCYnCxgebseBA4lbN9UAWrXUJb2rqO4ql4FSCblaDV3Dw56tE8kDVRN0WZcLjWLlSt+liluxiOrepEpD7t++pESquOiN1t6sYoHjVmlmctmJhspEL4DJ5+G3EFcq3grz8r1JLiUDKbqloijl4S/dxCuoVGpghGwpyatW4Q+Ojf9Z9mMSuuP3JEFUzwhI58IkpfbWmgo1vSRW+pvabglxgyx/lqSKqq20/mUwOy5aKoItxnGXZ9cj+bR8XM1FpOc4JXT0wuP6ovRELxZz/urrVFEDznWbohmpq8yaNHR2NhsiiUJK0sZ9KfnRwiN5XAqV028f3iovTrVVDpAe/mcfl883GxjxfJZIWt88pP5i3QFIQyrI+GqNSYmc5OrvJafOLaTLOpAsHDyX6w1zQ8uSHloWhHS60p6GkAOCtvcJzQY0AZJqMpln0wDDTkF7atBNvVJJOsaQ0QEQFnmLQZQ2fOw/yaeaJ1zSvmU6UDUxgfHxdoyO+obD0o5meBjook1PqeSIT7mcruuQq1QQN4x9SXqqcFIfkp5i4zfHYDn0JZekqtFBahVXsoJBSPLA586l/+UYqzWH2Fv22dSBA4mL+vCwZxisO05+NwyJEJLKyX6ag2ZiwCzLPaFyT2qpWs1r05fkv7bCbW+f1mMOmELVNYWltP9IJDy0FQuptlzaZBHbfDO50N+5KH+wfOKYVuHlKhVXsYoRx3FX0/vu6HBEQMayks8pCZo0ZPYjgCcoFoHi0Y0wDpI5pNUgVHB0+daF4n6x6NREcskBjzkWUv4hJz0sp9SOEVJbplV3nJuRFBWLcJHJU3EWHAOUILmRxEd6Xk4FPrM0rNLPS4yO+hKgxqRSfiO6fWryPAOh3mHETCSh011vmAtalvRIaMIjpT5ZvDmUnpitqiAFG7sW0wK+p5Y2MAjJmyWiCFXR50iHG5FkXiD7oPSxMqRRkuhlua83bVIlII0NRJ1IaftU6jcHad/j6jOzjnTGws4k9D1531SG/kZL90OShalmddpWK4jGA02l3tJkYmZ3b7rF4cUsVTrTQuuhArfh56kH/6kg3xk3+bo9Iic3ilW0C/t0m+wjpoF+L4JDBudPMl3o2vb2hi2PxlSVRWnWoUD3IVMZsMklJWaAqWx9DK2PliU9UxlsVsV/rePVFSLTQ5zXhCk4k+asW0dulqot7kv1lpQph6Q9WhYNv49gXyr7GxknjzNaJ+2QkIo+SQqSGcrkZA3lcj6d1fb2+mqa1LuFonwplenv98T4hXI5iUANJ/HhnQsQi4syn/7+5P/KlamU54VyLlXnNRMfShzqyJb45JvMhTgjjiL47mlCUiDF5pTFyG+CM8iIs3kunimgQ8e4080Gv/678SX/0jEGUeR/P93diPbsCUa3no7Ip2oiqS8slxFFBaUu4beifyF+peIyny6c2vTO+IFK78U4TozCVXkjBNoclP1GiBk23Nb5DHqj57P01Moid1rSSYkP21+5LCI0y2fQhmdSpRMSO3Z0OBVXyM6vMfGR2iSWgd5Y+jlk9vLWhFxk1VP1yjAMeuNHLNPID53fpxR1hgohxbasi5ERV2c0E+D9VBDOkK1XiNQvvE2PSXoWGy1LerQhM9Csy2XHSdCYNqfSaoIjiY/8jQDXUfM/4NwgACczlrO2vj63L+Pb6F/KotnxBWZRcsaqj3V2Jp0y3WyTp60gm/iEZk6JamV4OCkWbRrk2pSIIqfW0qTnwAGn3iuXEe/Z0xS3JwIQkfAccYRbVb2/HxgYcOSnrw+lvf7K0s2SHhIILeDm4NzuaR5kNccxXOerAupowlNulFs+QxXwCQNdtALw7VukM3nI1T7XdC3Vmp46pBEZO4rjNBo2CU+McNuQtVZn+WVcopERRFFPkwDSlc1F7m4eThIbKqCQ1rEc21LSI4luo61QMsiykj7pY0HVnPwoGjeM+32tkXRT1+9kKompVPGS7Mgxu1wGuvpiP8SxnqGMjiK17+F5tiH+l5HIA5XPEAgkasyKnEGWi8c16ZG3rlRc3ZD8oFSGN8PQjU66kpPgye+dFuNS3StJD4+ReUodnfeRw3dR533ZrzScRPT3naUSXViHKCM9i42WJT1AtiorS4w/VSOZTh0GwIsdA8CX5uh0Uq0lrUK1yEH2TCHZdMYUdKaia39mruOqAP5wSNf19rTP0ZqDajXpgHNaNE9mQatqTh/bkxXY2QFx9u5NvRmojfuc9UbNgfJ8TOVNlBAJ6bmlVQBRhOYBU7lQaxWXlC42GdSK62evFsq2wZIT6qYRrPENMmBiyKB5ym9ahohuED8pcIyixPvNudJqSzld/mbSxmdISZt0p+Iq8YGrZmKflO0eFn7fs30vcrzPEnx47UF6bIkFc5tuLiMEhlRhgXLoR9WeV9IUSNdBqDuRXU6Tm3qo4cuFvoJ6vgZo7xNSYelnlCJNYoqAlTMx0g/ZYxqWDlqW9Mz0Qw7pd3PIbkDIOOftixlHUwwe6ZIuSZFMF2r4U9n5qENyC3Eup5Ig5IA01UyieeCVEz7p1d2lCQqn08Wik8HTuLlcRq5WQ4H1Rs81uf6QzKsx9aTH2vR2PJrQ+XWRxTEzO/pKeAHMEPmpAolqRha0QRxC41hyi1Bcmxq0eksPatNBq2ApjZKSSi29zIIcEBN1aTuSRVxHG7+SbEoJUPIb0tCkpE0/kDBmZpl5VlMsjwhlEZ5qNdikAiucpOOwuHRKSPLDZ0o9GuV3QB1aFiPp7PStjPUyFtrYWYC7FKiEvg/dlQD+PKyJd+iGliUWy6okXYkh+0WdjgSRx6UUHfBj9dRqmaQ4iwgtDtmZ652Nos0VLUt6gKk/r6mkPp7EAT7JYXMOqrakK6W002GEL220LKVC8r+242Gn19HhBn7K5tn5RAVP/x7q1FjEpO/IN8YEKgqAZsLD+DAxErVEUn7ZsdNJi0UaGUmi0vb3F5KOfvnyRELAQtB9lyuUS1czhqyndKe7u9lVXajKpFNOeHzTqiE0/Zd2TmodUyfKl/Y8QiolJTra9ku6s0fDw86LqOHuXsAEOjsLXt/v17uWUPFduLhC0nRHkiAA/nfTkJREaqN6SKp6g8RB2cVIoRvXli2Xi3DeWzKSNNHd2GIAnU2aHKDxGejBXJSfdkkQ5ZaQz5hUWeP+Wo9TrSJXnUB7e8FrJ5JfZElGmBbwSafUNkspT7ncWPC9s4Ce/n5XFjaekHhGueyjvT1pC3RX19HYi0XPkUHaJTFgMbkC1V8h7iSfjc+fnhsRNwiJV+VzjI35kZQBV5naxooGR6wTWclSR0f09blVefn8jMdBUtSw75HfNMl9SMW1sDD11mKjZUmPltxMlS4k6pyKLGmVWQ7w1VTc1+otNmLAU+80TclC0zOOctKbSeYHl11IiiDjIPK866c4Ay8jWxXEX782dXwcEpGODqBrZdHZ9lSryejI/4CzwI1j3wNDqrVkB69WWB/Z5fhIhsR7CiRkiNWpbcc7OuCrpIQIP6TSksQnB39ZhC5pACp80+PGeklSIpc8A3PL7iCn+lT8x8w3SUrkJr//TElPQFWhic+ePTESQtONRNqjVXExHG3JNZWZwg/0KcYuyi/LHLLXC87stRqFN6tWQYNs3kqWicRB8nWJ0DGhvUwh+XyxWECOLusjI86GLxRcR+5LI7PAhOiFciLxpNZICkeyyi7nXFmkhxwrfTj9K8mIrChO8mS7ka76U4nPdOGjyBlL8bllRYcmkyLafZbkcvEkPYbFRsuSHiD8UWuWH/LC0siyUpjqWBO0Gov7Wb2uPKdFwITUgWPqQT8c2Fl7Z81ExeXfPuS2y+NNtgyS0ATFE2iORK2vbzxEfWa1Dr/ry7aLkUi5alU9mIgBkpQhjKDKlAOActnKJCuHgJAqU0pKNCmQxr+hASJI5uE0tCx/8gxShcX0Ur3F485zi9fPBrJsuv0Gic8Ubsy6yWXtSz+EqSCfhUIOrREqyMQyUF9WW5eiJ1kofcPDAM01+T9V82YRnqyy0GV9NuXUEp9Q4Zi3vhfQ9KKmtcOcwfnDC6myPtTrDXPBvJKe/fv3473vfS+++93vIpfL4bzzzsOXv/xlFCXrV3jDG96Af//3f/eOvec978HmzZtnde+pjJUlpE3DVDrgrCG2KT1HzHLZ9ZZShyFnbEBYzqz1UxJ6hlQsoh4VUB5xcbqk0wM7MH27xIOLgxPVEXIfcJKdWuNcLU0j+yUp5eHCmdRgrejv9yU78jlo0CktomUd6OjLjFQtZsJSwiPtKBNVWzsmJzkYy6Gx0HiOdm8CSalF6q3CwIRSnKQkPVrFlWXXU5BisEYwumKxB8ViooLg2JZ8Opq9UFWURxIZO4nILD8DVl3TjLyRMSUlBTgJlLaNKagtBny7KqpW4X/GSSzNGOWyVMtVxH/mlmw6tqQnuNTsWYjgaIytO606miVYCQ9TA6PUOVWriET5eTuWQy7uLS+V0LYvMm2t5toBpVgjI8AKLk0hg3YyIqIsr5wUabGaVgFOYU6j99n1ZnU1cr9YbBAeGYxQu60TkhnKTIDmRqqhK1ATGPYR/M/2PzLivyiRtyT0EqE2urAw9dZiY15Jz4UXXojnnnsOW7duRaVSwcUXX4zLLrsMd91115TXXXrppfjEJz6R7nd1dc363qEPOusj57EI2bNhqHN6dpmGXufGjqFWSxqmVGdxdWVC7usOTRoWyB5W9NJSa8JIyZTqS9VN8wSSdj1sSNq2R0qBXM2xP5bjKzv4gwcTMx5OWFcc2+86LN1JkqGI2D3es9NVXbq/Nzo9bSwqhTF87sTAtoCwUW0B7e35pur2BmASHrmg0hQ2PUSI+BT0UvAjIyge7d6PL2XQakQuQ+EMnOUyFKzOKEImgcw1vOQKcMs1RPC/bRnLpwAgokqRFSL0Hawrkpfly4G9e7sbUbABpyqtQaq22tq6PQ6lx/AU2oC1QXoi+G1PU9nU7odtTUqpqlXvXUbFnpT00C6sXPa9y3mZthvjuKw0zF56yWfYRvr6ckmd88ZU3dAVnReHJkVTkB5eKr+JkNBEZyvrXdsD5sov+A8j/9MZQRITGgx1d/vkhpNAXUmEZF3Vql9wSQSlHQ+NoaVqvFTy9fiKpeo2Wg0cn38Y6VlszBvpefTRR7Flyxb8+Mc/xqmnngoA+MpXvoI3velN+PznP4/Vq1dnXtvV1YWBgYH5KprXUXJ/OmVJlvQneB0buVyimMhSY2XJ1jXU7LWOXEhrMiWk4KlZJZZXv9MjZNdIr5XgAqQMGBSwS/KemyotLoWdVScKfhJtzExC4atY9JZGn9U6CjVTDRGe4DehmVm12YNoehxChydGtFzDuDP03QalndpjSGUreTlfVaVC27B2uHqm2is35eefIjQgNtpRaOIhj6eYKnpxI/9c421paQcfOaQSnk7VJW+p24T3TCQyMoHcD0l4A+9hOjWvXvScWYX+y9sAgLfGVuhBZqLzkwh1UFLFpwuQpa9nGl6rO7RAuUKTEn3csDQwb6Rn27Zt6OvrSwkPAGzcuBG5XA4PPfQQ/uzP/izz2jvvvBP/+3//bwwMDOCP//iP8dGPfjRT2jM+Po5xETp1aGioKU2WKHM6mx+9n1lZ7GA5iOfzyQxZGjKH7FRCcmUtdpD/tfWhIgxaCKQ7NNmnOkPNPCYnOf9PH6jx5M5jK3QfqUrjfWWQtoYWByvorqtdt3t7k4RpVEM01wkXWVSxerL6Ym1LXi5z4GVdJYNwW1u7p2IJvZbgTfJ51FXk1yyX2CAEQ5XCE0/C1LTCPbcc6CFVLrenIQKkbVXW4CjLKo2apT2PVGsVgHStNM9rLo6TIgjQsXDZMmB8PMbk5ASoiksQp/UupUMUIjVBSzcaKjZKp6QjgSRrkdiabMcA/4NtVFwcF9Jky5Y1q6VkEHX5CmU1T8XHBcdN20cXM/P0ksg+pp9FtBH5OJojVKvNxE03L0nS+C16Njy6gWfNrOTNNenguSx2z/oI6Q+ZXxY70+E/eO+AwwEhJ7vAQhOfuSrVjKbNFfNGegYHB3HkkUf6N4sirFixAoODg5nXveMd78AxxxyD1atX4+c//zk+/OEP4/HHH8c//uM/BtPfdNNN+PjHP950XH4aUg2hjZKrgKfWypoRyGu8TRo3cNFQ7U0gjRV158WN4U95HafQ0qUz4MGRE08lRdyE7COlhzuzqFSA8fF2TE4ytkrIsHkC4aG9mRfQK5v3HRwE4mO7kkVIJRNjHUifcxn3HwiuqM6Ce1F8Ee6Lo4iB8/JIYsck0ob29nyanczac9GVwYf4X4wQM5EOyrRN0evKZeSqE4jjQpP2zpdMSdsYvosyRka6MT4Oj/hUq2gefUXFSLITWoYiRrKifRFiZfuVK5Mo2N3dTgVT8cdmEgZqjkqlHkxOUtoDuNg87anGkvWeKcSTMQTo9Tc8jEKp1ORBqUlbjr7aZFUyYw6sjXcQF13987B2NJJgG5PkQYJNlySE6i024+HhpLajqAuFvsgxIfkSOUmQbUVGYm6AUl5dTpmVLKcmPNq0slgEctUJX90syydVVNpNjC+f10iWSGlMaHV1/pd2PGx3ZJ4acsLHe+nlKBr70u5OY3Hseky9tdiYNem59tpr8dnPfnbKNI8++ughF+iyyy5L/5900kk46qijcNZZZ+E3v/kNXvnKVzal/8hHPoKrr7463R8aGsKaNWua0mn31iyEVF8Qx4KeXHJhK+mlJcUO7NlDhEcSHDZiXq+DhQRFEmHJjoazc3HFYGfsG8/yv1QFcRCuI4qajWjlPlX+cexCanT1Fd0S1Ow82bGzk9VyeA58IgIz67Ay3Ex4soRolUoebW3t6b5cbkJySOnO38So1IOGvqVMdSfgd/jCNiKOC+mn41RdvvqtkYHYJtI10KTWLCU9wJReS7yDlvSQDBWARCVJokPiwe93zM+Lh1mfxSIwPEwpYWL83taW9+pa1nmT1xmfIfCCKMmpqnJ7ajlmrKMPBlwNc9UJRJGT9uhVHqQWRdrD8Fc3c9kGqeLV4z8/+6hYcN6NklzoupD9BssP95eH9SemyyoJW0itmqtOeN9m0ywq1NiZmSREcpkJCUl8tNE209NWSBoO6m85xOT4kvhbLi+ywbLhxYpZk55rrrkG7373u6dM84pXvAIDAwN4/vnnvePVahX79++flb3O+vXrAQBPPPFEkPR0dHSgIxBFbCpvq0NBlg1Ekws6j0mJD+NxZBEeSZZkT8oel8f1aC7A/ilwyuvwQhq29naqudg15OGGQ/53xEeqVKT4XmoP5ETQs+2RurWgbkOA8nZZ6DhGHTnPtjgLrMpKJeftMyu5oKKujxRaVN8Qmx8uyMdjeZx0Sm9EmHSmyzjoOmOsG+H9pG17IrF5xKFJBBOesLP8o6O8fT6dfLe15VMpmq5rWURvbNPqYCZob09tk+RzpGWXqmZdfm1wI55BNy1NDKbhkFNOOLQ0VK7JGUU5FLT4SBYCCNu9weciWtUs+4OZlDM9rglOlppLYia2PTQsDvWXOh3VWSHyFHow+fGI/HMiXg9/g2ENFhQm6VlszJr0rFy5EitXrpw23YYNG1AqlbB9+3accsopAIAf/OAHqNfrKZGZCXbs2AEAOOqoo2ZVTqmukrNa/hJeRw+/MVTRvAAp06QdLFVO2h1ddlRR5Dy0Qh4YciTQ+VBlxmsDuv1UOgHHJyjRYdYUZVervrMYtUtRlLh4JwRBD7RyEUm39IOM3UcOIyeK5bJbiHTPHmD58hVJB89CR1GyAKk0NpJ6faonWF8NHRA9v0sl5yIfmtkC7EPzaf2QWEi36c5OZ76SqphGys2jCODF6YH4lvR3pc974AhVLiOOe7z1VEulpBwHDnTDt+WRJDTJuVrNe3U9Pg68UM4lkbClpKYR3bowPJy6rPPrlKqhrsbxWNY9v20lGtASGy84eCqQyKNcznuvUMWXTK9PY/SVq/63Lklco10UhOrCG8R4A1kopzN0HwTReL9y7qGfRYZBkL8SIRLHdHzVFHLKOnLOSDnEcRe8ZU+EZKcepdF9vHvTfi6fd9olrdKSGiLONySxl8dQrvqr9+plM1ho3di4Lz2nWBDZ+YTIHY/LwEB8OGkPyYeRD8960scapDdXqTT1+7qvr+IQBsE5wUjPYmPe3vcJJ5yAs88+G5deeik2b96MSqWCK6+8Eueff37qufXMM8/grLPOwre+9S2cdtpp+M1vfoO77roLb3rTm3DEEUfg5z//Od7//vfjD/7gD/DqV796VvfXXh7TeX1MZYyqVQE85s0oOcOUBs2Aa6ySaaTrHDTAtJQI8Vgo9DzzFB2H7MR4e7Z/2V9ItZbsGIeFqmhsLN+Q+qRP6QWTm5yseXaJNHnhfTXpqVYTXkOsWqk6wNAskjfQC40Wi5hAISU8IyMJqRoLqFtkNclXobkjx0S5uH0cAygFyiYQsg+bFnI63jD4KA44biLNlw4ciOGWdACawwg01zW3dN0zFWaaBJ/2PCT0PEbCk6MNjR4hxX31AB8KvcVxUvMP7vO5eZs4RuL4lUXwRcCpQmIck4CTBL1Wm7yh1kMpSY9sH0qT6nFy+dnK67OENLyVlErK+vN5fg4RCU7jt1oFqmJCIYvOthfiIlJIpO3fZqTaAvwV1atV95Kl00GojcjjUeQvQaFFZ7T3kcZQVGnphiwbs3xYHiuV3DtuhDeoornv1xORhSU9hsXGvL7vO++8E1deeSXOOuusNDjhrbfemp6vVCp4/PHH8cILLwAACoUCvv/97+OWW27B6Ogo1qxZg/POOw/XX3/9nMoxFfGZzcCVU78e2HB1pGX+10xD/oZ01hxs9Oii0ymEpMZaoKQHrZCHB1VCXOcJSK6TBEhDcxc9W26K0hx6JlkILS2LIq+PDUm55X+ZfUgSJNM3FWcKsnO4EVY55lGpUNqmvetcwYPVFxI7NL5NqRqSA0Ik/k+ny9F1mKWyklsoTdAWZiqdjJxYaJd02f50hYby4r2q1eR7hL80RtYnqi/Xx7IQeix+yx0d2VIkPS+QXEJKoUKYQXfhjvO++kahwmiE/OKZsbzpdP7+wYKJa6d6IH5QdFsX5QlNduXxhVVz1WERmRcX80p6VqxYMWUgwmOPPRaTiUgBALBmzZqmaMyHCu2Wq1VaOrigdn/Vx2TU1/R4qBMO9Zyh6aNUW2nyQwNmmV7mKfKaqOZS5ydpMkMHEAktGpezcym9SSQ3+SabQ1k83fmzA6a7r5Q4lcuJNCmKqL7pSuov1KOnL0mNOnGMCRRSw2ipOgiF+dDrGOqJYUAQkm7prFeXTUV85W9Wh+pBShoakZ1RraIQ1RHHOU/a09/PhVt7Gu+lDN8Tqhvt7e2eEINFLJfhJItHHOEybJzsevppRHABCtH49QyY5fcKuNgnDb1isbgiVQdShSm/Cam+ofRESnqkQEaruoJqTr44Rt+lGkumkeWWkir9svVHoVRc/D60RkbbGEuCoiWJek4jbyWLzDxGR/1wMxry+9bLW+iySYmQrj7+KhM5X8oTkrzKG2m3f4kQ2ZRSHHmNrEAd7VQyYrJC/TBy43UyOnPjwyuITjDLqLmtubrmEeayvtiYV9KzmNCkpQr3ufGhpb1PSAJUgD94SdLjgeJ1HVo3ZFsQRb7YXfeQgC/v5/U8rwhUtezGY3lbwCc9Mnuq3JltQKCSXp81m9XppGqLcXo6O31bBplPsdiFQh/8TjZ1a4ma66OvDyMjScRn5klbIj0YySrr7EzUAHLgiGPf00iqWtLV1WXGqnPnNyP/V9V5QEkTZScu8y2XUSx2Yflyp9oaGHDEYXCwB5VKJ+TSIHEcp7Yx1K7SPbpcBjDQyIju5kKllqtUEI+OIm7Y9xCpqzcJg/zmWNGNl1s8egWWL0fqMi9fGyEDWUeRi+MTx0n0ZknyWO+58gvhF8qXuny5e1gGAJWBdEh4pK5Qq7o0E2l8vFFUSOcscuyUgcP5HWlypyWG/JXtSkpoJOSnEOIFOo3edPqppDkdHX4/EUVwUZenIj1EqeTv60CAy5a5//LhpY5QqsZkZYlvVKoxvQCvFG/pySDzXL7cf+g4Rg5AXC5jAn6EdK9uwlVmaFG07PuW7D1k2yPPhdJApQvGZdHidaC55+E+e9SQG4uUAsgV13UesmeMojROh5TS6Nvp27DvkRyK10rHCR7TCB3THbAOSSMlMtIbtlAUnSELJQcm9VBawpM10dSvgZEAZD1lTUqjCC4SrX5IZcQ8K+hpfIaUQZI2SkSq1XZQINrW1u7ZuYeyTT3lNOletswbmArDw65NyExDoYhFmRlfiKRSkkh+3lLSBvhBGHlej11ZUrWmD1u2Fyl+lM8Qagz6PQQ+IvltSMlpteprcNhOpnJZD1UfEQokSGgb3RDZ0VLcqe475fksghNiVVpUFVJVUYUliQwLoPqvIAsEpu6IdD+rNxmokPnUaqknF7DYXlxmyLzYaFnSA2QbrjV5fahrQlvU2DzVlh4otGpA/uoRWQaF0SOw7rQzWEguTMVS8DbstDs7nWicsz6mY7GJrP5I8xH+RpFPbuTEcXzcTcy5JQQsh4J2+wlNV+MYE9VcUx8aSq6rUU8udRoiZIolg5zxROi70ERZSw9zMj9WrtgkMdVSqmLRBZCUZdflJphtgQl14Jk4TmfodGFnHU9pCCxvWq1CSkbk59ze7sfWk1xWkzluJEpBsqlfphaDSNYeKrtmWBnQRFja2TBrppMESGcZajdZtw5p8JiH/pVG0CH1VagsofLId5aqtWTGIUmPLqjUxWV1FBqh2BK64erZGEXIciI4Pt4cxFSKtvki+bANaBX04imJjPQsNlqW9GgpTeiDD5EeDlYkOQXxP5Lu6RSly0EhtGy07IBlvB69r3tXQhsMcOoJd5htXPYFLCrTSLAvYBBBqrp4TNrgaI8TmV9HR9i+h2605HSUtDAdVTG1WmLfEzUeP1d+IThi1JFDecT1xTJYHDfZP0r3fPaXcqyUUgn5+lICwVFmfLxpNsuFO+V3Ajj3V02Sma4pMJ7QR3V29iCKmr24qtXk/fA9hLihrC7hCZ+QSX57XNiyoSZsMgSW3k9SPdTfnywVwtDJYlTO510U5u7u5J7d3b4qiNARGFaudFGZ+/uTfAqY8INWSqYqjc+0pEBWiGx/2qan6SXDyydqSK707fjK5K2zSIdsK7qoUmoj82WakNCEXGN83LU1Htf/Q2WT7ZRgd5OrTvixHvjhSHLC71QG5JI6S5mOpBRwOkF5PtSB6I9YpuMvJUdUZfLlyIjNelbDMvA379adW/x1t4z0LDZalvQAbiCajvRI6Bl6Snq0JCfUocqpujxHIwEpN5cSHnm9HLGB5lm67pQ8ywx3CaU5BPsIOWHijFXyLDmB4zVAs92GFlDJIlG6w3GWZaItDtBsY5M8elfTgMHBXi63IJ9TCyKkZEvyQ1kX5KohdVgUwR8INPLNC3dK8gM0E570G5MWqCKwCvt2Skn4CQ0Pu/Wg+E5pL5VFfFhXPcsj9+1JdsfvS1qpkwDpIDpygSzFbrlLW53RUfdYskysf8lF5BIgxSLQFdddXCQOrhzxpU5WS5wkNOmRBmu8Liuyr9iVt2M18RmmWkJKj9U6X0m8sz6vkJALcG1gGmGVl4dMpzXnaTwgmbHWm/GYJByEtsbWNwwVqlLxJ3iE3A+RHv1QIXaoG0NAvaVVXISZBS89tCzp0e7pmtxoby2oNKHzAJxNgdxCoxAbnxyNeSyk0iKyesxQ5xJFQKNvyFqQmGD752UMXiiLyYmw/J9VrOkgO3bZp4Y2HecnfbSMGbUukyYu8rxURcjjWVvwAQjlBpv1f8b2AoL0hD4H+cnoZ9bZAGo8CCXU36YkPGSLoTTTuLDL22VN4qdqJkG1SlbZQ6M690Pl581nCf0dzeT7z6py/mrhB381adVj/Uw1SNOl9XirbmghtZb81cd57UyR5dI+1b4sH6VH0qYnZPvD4/K7VWous+lZ2mhZ0hPDyUC0V5YOOjiVHU8T4ZESn1D0VzlVp1u6nG1yaiw7Z9lZA82zH63yEmAyGo7KyVKl4nu+U5otpR4s2oEDzf2ZDDAoZ4tZ66fyGMtAqQSrTnfuQCKVoMmFFD7oyeX4eLOrOstfrYaD42lpDyG1ONLGxBuEdQUT7e2IGoHPpE2PXsMqgpMS5vhQWozW8IYqRHUUizkUi0mddXT4wpnly/1JOdAcaFgaiY+OAhPLcyhQQsOQ0zq4pfaW09/vsmVulXsl0ayIJZL4WUuHL2mMKz9xvWh7sQigNOI85kZG3IcgRStSeiPfjWwzOno5z3d2+rpYSaAaG42zZdnlZ6BNiqaT2mh7W01mZF6az2lhrvyOs4RdMh3N5GTevKaAieZo41NJfbQbHuDXo27IIUw1y9DGUlrSFKpcngec+EpLMmWH0sgzNzqKSCxNwbaaUep5wiTmJl+anD6JYUq0LOnpACDGhMzlAjhAaalQpM4BaCY8UoQu1zDo6PBtCjigyMapmYLcLxbT0PO56gTqUSERSUvrULjw9LovkuCYJ20KJIlhv0YbG1kcHVk5JFGQmgM5mZNBXeUEjCBxkX0f95mn7Gcl4ZHl5IBLex4JKUWS9+arkRoc5pGK/jNUW4hj5IaHPZWWtBGQZCj9fmTQPBaM+r9GBReL/397Xx8kWVWe/2zPnZ7e2d7ZYWFhRGWJpRFQvoQAq0lZP0FRKStGK34UkZUgVqhdv5ZYaooSohXIBwbQrCJGxFS5Ykj5EVBBRMSKgMgqKURCQmIChSxIwbAzw/bM3On+/XH7ufc5731Pz8yyMy2z96261d237z3nPd/Peb/OcI5LFGeoHbLWB7uQLatedT5EoM2o4J7UREGPvfTA1+6nda7SQOLkh/9pd1+3LgNxHCq5bQkv67KuDacdAwgXOFaUbkz4jgU8tpN0P2sAhhtZCzLulT7G/qXmWZ59rk06BlI4nPmMXeNpF0W7YX1GhVd6wDjVcXxWMUU9aWcA05Pq2HrnAGVcAhs5WZmgGiwmZrIg1G72YhVgO71XifqODhi1V1IJbauFelfVxbUgvqWsaCXSigU9vcSXnjgzqs6y5Pmo2ov35wtVa9+XNDle6+C470YylonJCiS8+cNm47GtahT7jO5YOf8sVFugu08uGpqOnXe5WfTmPsBX4Wn5VNrN9O08zWftHBwYMXukCQwOllxg9fuCROdayDSNdisgbJeFtkOaCs82cKaiWq8f2ssCBmcR0jqkp57VmqlpUF4m29gxl+heEXn5n67wvG+fjVWW/O/1Jd7fs8dP1gM4863XC/kklqB2h2mqA9V8QY4DHmL9WxkmiCEtJooyyUZp9iYgy5wF4yXmhbxB7V1qrN9q5TzVuuEnKvXW/kcrFvQk3YsqLhuYkKS7cv4uqbesjhjwdywcZNTXUKyuBnye8bMBPm0ZhjOoy2RXR72hqCFct8iWnfv1P/1cs6bIlkIASn5UmsL5AigLB/SezUsBj11fgbA69X8r0dAdte6yvTx1/fPmzyQJNThq+zo0hPIuWBdbabtkdhYNIAh6FvXcitl+SeWsXj1SErCQjcnJIiafNQy2QkOV+OCg0cINjA9QD0WpijYIE7NBnhyy9sVMxgPbFBbRUJtHyjWbAJ6YLKQMFDdy0dUFS0/c1obUMUe9rfqTK2jTjkByVSj1oOk9WzOLC8iOUi/tjGXFCi3UaQoIbeDpqahpe+ZLpSLb3QY/1WvL7kSIuDzgY13HzcbAnR8BX02pedvfFqCTF/ZlklYMUHhSzM0Vg6fbr2pzc0gE+CwfVaCn37SiQY/a9KTyPeaxBXkmB0LWTZ3fgWKmUzWAGosQ8GjMEEUYco9AJ00zZjm+x8cLvmZngbVra7ntAaUjOqdTzcM4PDqZ8r+5udBFnW7Rk5OFCp/zBdej8fFi7rOqMkuDg+H8am0UmD93rECxk1VsyOe5w9Y0rAaEVcvTum24fsWkCnbUxmTtWkmcGWhUPbFtqbVaaMhp39q/2PfyKMcxhMLCTE5i5KCDMNms5UdQcI6nvRXNKtjtFDgqTmF9j48DzWYdI2Njofr1N7/JjH4Yl0DJxgHwJETdjNV8g+2mqkfFU6r5HRjI1Fv1pO2rtbjik3SRZmEV9KjqSo3V2AlU1KRpaucynZju6/ZxvkKMoGAIKP/2tC/8btPVMaKe4R7LExNh8GHt2zr2dKoKTnC3DFrQY4+G532NqUWmCTgVdVnAY23JCMSZriex0QpR5KnSGxsB04abJr8EPToxIFN11br2eRVl9OSTT+J973sfrr/++vy8zCuuuAJNz2iyS61WC+effz6uvfZaTE9P4/TTT8dnP/tZHHLIIfkzDz30EM477zzceuutaDab2Lx5My655BIk3bZ79NFHcf755+Puu+/Ggw8+iPe///24/PLLg3yuueYanH322cG9oaEhtHrpmB1ase2tLuf87Ykz7b1ALWFjmcQ8EHRHaV2hYpKd7r2ZtAZEJkcgjD/DIH/MNk3DzRbHvi5IOm/ZTbvmo+ly4lSitAEIN37zScsV9HAuI4jxdsYsL0EXvZft2USe6sDOnZy/FSDY87bYFHkYGlseRRiccLuLL+P1pCj3oQQCeLyF11ZSmqLRqAe8edELWAbLonZNJjk5CYyMyoLDClH9ExAiFZXwRKQ8Nk+V+BCIs28RZGq5cmNaazBmUQJ1TLznLaZc2T2DNisZ8tCGVrD8x8c57NWDXrGSfsbsyvSKVamuyfqesqs2RbH5QvlhlQXMWElPL+Z6DW7vf6/+2ei68+BvKz6z73rtxY5HgMOIq0NDxe5NRY+KBoEw7k8PV/alo99uSc+ZZ56JRx99FDfffDNmZ2dx9tln473vfW/PMzQ/9KEP4dvf/jauu+46rFu3Dlu3bsVb3vIW/PjHP844npvDGWecgbGxMdx+++149NFHcdZZZ2FwcBAXX3wxAGB6ehobNmzABRdcgMsuuyya18jICB544IH896pViz85bcWCHmB+V3TvXgB6uLO00h7rzaIzureqRi4eIwGU53u9pztotYuJLfy6K+QarZ6dfI73KNHRydMuZFZlZiUvSrFDl3XOZcRbpqkAxS4mNtaZR94c6a11sSbJ18yY+MqAVXR3iHYAlbz+PLWofrJi0izKMbOwZydq/cXa3JNItBvDqLFMDJVsK0zLGzOCUkpTAIU0xK5hapdlqy2oY3t5Eh5r0ETJDhPrFf5BK6wHgLNlq6GNJKkF48gzT+GY6LVmLgRH8J41lNb/WRV6BItNWzcuQCiQLmUWm3isp0AMKHKw6qbQklfnHsDR/1ipKuokb+ptqAjTxuWxnU83rySVTD0HQc/u3buDu0NDQxiyB7Muku6//37ceOON+OlPf4oTTzwRAPCZz3wGb3zjG3HppZfi0EMPLb3z9NNP44tf/CJ27NiB17zmNQCAL33pSzjyyCNx55134pRTTsH3vvc9/PKXv8T3v/99HHLIITjuuOPwyU9+Eh/5yEdw0UUXoV6v4/DDD8cVV1wBALj66qujPK5atQpjY2PPqpwrFvTYoHFqdwH51F16/jwHMD1eCHbs6c3UjVB+T2MFem/pbC/bXXpdxbyjuOBx7qE0hxOdSm90zldgUkMbM2ktX5BareJUbD6j4ImgRz1XBwYKV/HR0VDszme5ubJkA7npnEUJFaU5uibZuVMXfOuKq5M/x7tdDOwmXk2s7JV7ElmyAFfOr2qMjyMFSurTBCh84XnmlS7euph3K6c5OhyUiZqfJClc+L21hewxIjLXrsnJTJu1du0IhseahV6PCY+OFgZcFNGQ2KmsCKnbURqNesAr//I27PmBoulM4ZaudjzWkEylqtzNa0N7tnIW6QJlFYl9RutfqdVCvdFA0gw3JfykVFA3AxaIxNZ17z7HlT6jabEYDPzIplLtjq7pehCtS9bNz6q3dAeipP1D3cQ8UKk7KAtCPKkP37eh4bXi2Xd08E9MFCBYdwpA1r+ZL1BMSq1WEfVTK/g5RC984QuD3xdeeCEuuuiiZ5XmHXfcgdHR0RzwAMBpp52GWq2Gn/zkJ/ijP/qj0js7d+7E7OwsTjvttPzeEUccgcMOOwx33HEHTjnlFNxxxx04+uijA3XX6aefjvPOOw/33Xcfjj/++AXzODk5iY0bN6LdbuMVr3gFLr74YrzsZS9bVDlXPOhBo4F6q5XbXcSs9fOFSmcLDiSV4NhYJrxGRwvQw5leB3aziXZjOBtf3XFs5xydEGMbLDs+Oa6BzE6ijVru3l7vTjxJUpTYs8thulRFKB9PPVXw0WoVp5YrEOvl3GEFJwqySDpv6maFedo68UgXAN2BUzCg5h12rs7xh20Iu0gSwBjPlqTVCo0ibWgDtRi36E4qpNZ6Bs3mcL7eTE5mtjmx6P9aT1btxRM0kiT73mzW0GiMYHisEdrS0LW31QoNwexKaiQCtXQG9STJ+xZfsTZmrLb8BHUuXIqSFHhpvetunuNJJT22MbWt+N1DYd6nPtftdLUkQdINF5EktbwKVOXFs9E0TpK2k3aVmK2wrV6tT/ub6Xse4hZT672AVLpGNK0MqD6Z99SbQRmy9ajMaN1aEOSBpSTB7sla9/Yw6qONkFfbrrqT4gCYng7tL1VUze+UCLF/9ZI+7XPyToNc7PvAww8/jJGRkfzus5XyAMCuXbtw8MEHB/eSJMH69euxa9eu6Dv1eh2juhABOOSQQ/J3du3aFQAe/s//FkovfelLcfXVV+OYY47B008/jUsvvRSvfOUrcd999+EFL3jBgtNZXsP15SYTH8UCnpJbMZ/VSLS8p4M0dsWe65Inzbf3lOwucyFUMlhMKa4vWIx50nv/eZoDey/mOh0DQ3Z+ne8Zj+xk703u2nR65qQFO4E2p5fonaQifeknJTuwXgx7BRa+FQQq7xps0sNQNmnb19pJPQQK+p0Gqb14NfVTQ7vUv2zSQewj71LAY8na0vUaY7HfsbK4iCAsZ80sUN7Y0Ca3WS7Ua34htNB5wMV1800m3v2F+sLb/h4rqNMe6qlKdT9Z0f/mBVjaL6z3Xq93l53m9sGV2bbo1Qv0fPSjH8WqVat6Xv/xH/+xVAXeZ7Rp0yacddZZOO644/DqV78aX//617FhwwZ8/vOfX1Q6/e4BS0fNJrBqVTYg16xBjQZrtOTvUgIUsxZ3A/xN1ZXuKNXtR7206D7pnfnT/d2aLEtJ0jT0Hp7PfsUaLep4zqU8JNkN1ZME9WYjeE53r0zHqimSJOOPjj5JUpY26caLpAHT1F6IhsmrV4e7VlYX60YFIZqHt77pPGY3lXa+85xLGo2IdwsQokC1ieF/enoqxUkaoMaGe1aGiEZE1VNvJmg2w/PUpqdDLUBMIuit9SpV4xrWbA6jNoqiMVVEYcsYWzTM7puB/RqNWnF6dysi0lT1lidl8PK1VujaeF4FWJFiDPBop1JgwDS6edWSBPUEUKmptgH7cUyjps+SVMDlYZLYd1YHq0CfUbbJQwl02jZXg0HrocA2splQDWW9t6yYzwPX3d8zaa37WFdV2go1UNmjJkyH9k9OLBzYQFghXsUxYfUQ6XSAp5/G8lAbz86mZ/FSovPPPx/vfve7ez7zohe9CGNjY3j88ceD+2ma4sknn4za0YyNjWFmZgbj4+OBtOexxx7L3xkbG8Ndd90VvPfYY4/l/+0tDQ4O4vjjj8eDDz64qPdWLugZHgZq3QmKK6icbB34SnsGHgwqYkEP1VoKiLhLVt9cnZEaDTzTqmHPnsxb2HqCjo8X47jZzJ4Bem9sdF3VtOrUnVkEYxYoABhuNoFmNvlwLqGNTpIUgXip4vLCpXDytXZJQFbFaqugoEY3kcqevs/fBEl2gdeJ3dq7smm9uHp6sfmDSd6K3rRfqNqSDam2ATr52z5lF3LrV9+dkOuNzN1cH2X/sLH7YtJBll+9gdR8Zu3aYQwf1Cj+YFmsjQfLrxVr1Q2ScU0zIjPWfofqLQU61j1P81aAo/WobaH8kawFuFaQhx51zNgO1r1qtp8kSbahaDSQNmtBtjYLJRVwWcDjvWO7oz27U22PSXkRdHDa7zzJl4l4ANRz1dRDlL0jPjxG5L9nWrWgKahl4/mggKhsGzXUPfBEkK7tq7tH3SmxLanSfeqpMN7DsoGe5acNGzZgw4YN8z63adMmjI+PY+fOnTjhhBMAAD/4wQ/Qbrdx8sknu++ccMIJGBwcxC233IK3vvWtAIAHHngADz30EDZt2pSn+1d/9Vd4/PHHc/XZzTffjJGRERx11FF7Xa65uTnce++9eOMb37io91Yu6BkcLECPWurrqJqbK8TnFvDEdpT2Xmw3I98pttU5xW6edMLjnAuUPZrsXKKUpkA9QXmSt4lqAt1Ju41Ml65ASnevlDSw2pgUPUZ77WiVDcuaZ/CsaS3EM0Y9Um1MOwuQpNj5ez2PnoiJyjVhDX6mC3dMjxirGLkYK0ZD09i6M2FHomT7GkMfZB5KddQU9FnebGV7z5A5K0mwoEf/9yIvqyGzdviYOs6T8ljeteI8ZB0rC397Y0m/U6ySZt53WlUxLAbMr9qOkW0Sb6OglEt+Pb57US9XMqC8A1KK9XW5n7ZCFhT/2yYAutLpWB9kX+CmQ5Gg7Svsf+rtVVtOK4/fXpf1I488Eq9//etx7rnn4sorr8Ts7Cy2bt2Kd7zjHbnn1iOPPIJTTz0V//RP/4STTjoJ69atwznnnINt27Zh/fr1GBkZwfve9z5s2rQJp5xyCgDgda97HY466ii8613vwt/+7d9i165duOCCC7Bly5ZALXfPPfcAyIyVf/Ob3+Cee+5BvV7PgdEnPvEJnHLKKXjxi1+M8fFx/N3f/R3+7//+D+95z3sWVc6VC3qGhvwwpfxNaQ/VD71AD0kHkE6+ujJJOqqj5vlWuqkm2Q0nP5OkbLBoQQHZoroKLX8RjU503Um7liQYbjSg4nu+0mwWjhsqAGB5rBkIeaSqjtjSsuABP8VnsXmZaQMhSNNFxm7w+OlJf6J1ownqCaDKtNRh4F4VA8PKvBV3CTCtJQnoIWWFQV5ZbX3aLq9qA30/K1IdNasWIE+6stqFzCJ1MmklOewoavFr81GmPDc1D/BIw6v9R77Qx9BHrwXf8q35e+UWwJck9cA2Vl/V0DIErL0kdbZKNK1ec4HFivOOf0/kGgM8ZCBmP6LM2f7fbTt6rpKo7vbqwE3fK6R26rVrC6NrDWGuADZJymqyZaN9Y8i8VPSVr3wFW7duxamnnpoHJ/z0pz+d/z87O4sHHngAzzzzTH7vsssuy5/V4ISkgYEB3HDDDTjvvPOwadMmrFmzBps3b8YnPvGJIG/14tq5cyd27NiBjRs34n//938BAE899RTOPfdc7Nq1CwcccABOOOEE3H777YuWFq1c0EMwYxcY7sw5KNauDePxeAeDehIdjQZrnqWXli5Ueoi0RlnmHMM5Xg/otHNQkoT2MZwc6K1VYwLejtSqLBQVJEmuqqs3GhgdHc7zUdy3enVwRmZu58OF2RIndsAHRwqMWDdUZTFdVrF9R6t9zZpCbcb/7fmIdj4OpDstZ1FQVGBnZT0+XkVgfC82+VP1uXp1MSETEWu7de0lao0GRpoZEOVjNjttYgVFQFkKZLUUhd0EMDo6jCRB5jHjuRLqKuxJQ8bHw4bU57XTeIsv69fqa72FU0I/PNPqeo61Clayv7pSAVaWBTu2E+p/trwEcToQ9FkZjPVGG6OjtQADemAzlr1maYGTss5ixXAMp7M8BIMFpd78QNGT9nVvsqFlPRCKVy3Y13m0+zmT1tCaDMuo49ZWraWStMdWBOcxa6/E/sr7jQZw0EFZGnZC3s9p/fr1PQMRHn744eh0wpPeG40Gtm/fju3bt0ff27hxI77zne/0zNuma+myyy7rGbhwobRyQQ935ho6XcUWXMwIdjwpjgd4OKOoW415joCAOzld0KlG1wWIO0HA3/XwfwVCwQ5PVzsd3Lo4KejRRHRC797PjFJDqQ8lPXZSIn7USLUkO2mnafn4Atqd0P03SQq7olZLIiWjaALbXAybo/d1UxeAHKAsDVMGldjeyrRFd55Vd77NNhXBfmNneM8CVnaww90Fg3Vi+8jQUOHS7rWPZhXDdYH9hAcWvPhFFlBzoeFCy/qbmChO6yZTKorSOtV6s+pB2VjMpLWolix7PKIOIV/e7l7HChOydkHaufS+jJ16kiBp1nJszHXXupF7TgsWd1hiOjHNEpCNg+yYj1Yc7MRoPl2pF/nagklPwoMCuDMZvio4P78Xy6KeIOwTXr76W0VvutFg26Zpj4BGS0G/veqt/YVWLughIAHKqyCDzQBhdFfdmdjv+q5dec2VtkKVBCcyNV2wi5BKlG08OG/BilKvhdxuJSlispNi96K4vtUqQmDoxo8TMKvDs3f0okErO0xD2fAAlJLFoF5z6HMlmx1bVm+7bYkFVLcZihYsklCpQAwFer+VJzWkarWQNIbdVwA/krUunl6xYxt6AEAjs/Uh1bRSLUX6TpApO7wVO1n7J1s3kTHGBTRmzxT0HQtO9LvX1t54iZW7V3pGjaPFst1lQeMaRXYxm++S2nY+0snHeLXm91V33ItRD3j0YMS2na1CW71FNrWiP9o8LR9WtOzxzI3IslEFevpNKxf0rFsXbico8dEDjbiL89RYjUbhnUXiPd6nF5eI3GfSWm6/o5Jl3QRbKb9dsIBQwKCs6qLG34FrsN19MwHdrdstl5VstVpAs5nb+WB0OC/+5CTwxBMhLzp56Q7USsYpQc/5RgFySHbhptGtp22kkI7v8H4N7cyLLU0LqY4yYqVimqEySBEIpRRkmqDZ0zNoH9KCqk7OO3SMUf2UVylorZEFm6w3MrsIb+OuggigDLxtsfW9zKOr0NqSMpZraDRHsgCDyp+qrXha7dxcWSpESY82rn5qZqqT1ECgVB0n9Tyrqaly+fmZNWvhEl3T9tcXYpsE7St2kbUdm2NGOmINyG2yKBymGSGz1Y2ChynsWNH7HDN288HqcgEo4N/jfbsb08HlGYlxA6gesBw3WsdJkidL+2fNVqsu1gRhvKM6kmYdtWazUKvaMZym2dzMsTs9HbqStlrFPL6soKeiftPKBT0HHgi0Ha8czgoKDDTCMlBMcGNj4ercaGTpcnUYHc10w81mvvucnCyOWPBMGWKmDXZj1GiE0W0VnykFcXk8QyIgNCDV8L6cuGZny3FQZAIfPihBclBxGKZOWlZ7CIQgSBfi2E6Oz1lMwnuURNi5VTdyjUZXpN+rkpmx9SyKzbbMzDuSgceyq4FumobuuywEEC7mdpJlZegWnp0pSQo7hW7Ba81mpkJp1AMJvUrUFGCyyHqKANuJbLVaxZEjKqgSDIyRZiOsWzVW48JCxK+dZHw8tKnjKsb69Ay3HBseNBrBuLKmQ7y8qNDDDdPZtJ31u104lVcLfthuYoCeD9AuQE3TWv6qaloskNF2s2S7EtW+llhdwUbIA3QkFS/b/q+GhtpW/F9RiLdxMpI5SxZfaTtqP7VzhLLRaNSyTZmWkx0jSQqjZo4tVhozJ6i2J/guKVWSnn7TygU9SZKBHsCfGe1vDlhOZBr6lmTtf7rXTForzZ/eRsu6qar9Jt/T9dduruyaXP5hyE5qujhbH1E1QGJZgXyBSxqFqqtXgGrbBB7gsWVazEaLadp5OM/bIicP9HgAp1eGQIGweFRDkviGFVbH4PnPe2Q7kC6kWiZRp2U2K7W8bj2VRwyM6n8qffBUZfNWk5USWO8fKwq096xoqUfnsuNKQQL5HRoKjf/na+KgHN49BaK9nutBsWZfCrJRpEvkgT1+Z7+2enbe9yg28J0sYmRDV1j8b58jDTfNfK6SOc5h3NRZFTXJ7iSXlJY/OGFFIa1c0LNuXRZpUxcPoGyno14GjKrMxY2HhgLFzkDVWd3P1mQxAXO3bG079bcaMpPUvMbOIXb3bT9Li7iuZmla7MIt2GHinEm4S+NWi/UyPo7aKNBoDOebo15xhlgeDZPRa73wzhFSUtygpM1IDzbXcNPucmO7XzJht5eeUXKahmoNuzu2TMbO6vBI7a2SJJOUiAQhzztNMdxs5qCb2JXAVKX5WkRbJbZ9pqcLO/1Su6gExOvg7HcqAVN1l7fYcDDouXVGwoNG5q2l2jTPFlmzUElWFoXcPBST7lhEZSPm2XJoR/T6mzxGoYJOS1yrgbL6R6udz+reS9MlC3lZbfm0jTgJeTpnggMiYA5Qa8RMZuwmktRV99uxz+5BlnRK0kNVgdBREggDt87NATPNOupNqXcdq5rx1FSoltT2XMzYrOg5TysX9Bx4YLFg6KRrByl3mRzQCmoU9PBdOWC03Rgu2RdwQmaUZQ5o/tZ5R5MFisVG11FOAJwkbZT+gPRhJsAzJKam/FXC7oAoqp6bK+qKkoVmimZzBAcdFE60SjFnJrJi5ySVMKipi64tvVzW60m7yNgaUdkFWRPR71af5omvYiIDvjs7m9Wxlc5oGjoJx9z0dCVQdZi6BOtBt0B2Irg59dyyrJ8KHLQ+uWbkdiEI2ydfTPky+xaBDRdS2xZ2/GkbEMSpUYpGQm82MYN6foTL+HhoIsRyscsqKV5N08yrqiTC0nbUBO2RDBYEaaXp4l/akRR1bJ0AgMJo3+IOS/q/PX9N8WEJoNpG111Xq1WgCCbOd+iBoNIfqwZSfTMbQeqhjVrJXkel3ZYV3rNml1RtUw1LVptNRouvYXCwjtHROmp8wU40DGEyMVEe/9bGbknptztOz/5AKxf08GRr3ckA4WwxMFD4OwPZ76Gh7N21a8uziNmBcqBSusMNlM6R3G170h+yY9mza7CqHJTmlfTwUvGTJqxbYl1kKQ5O08L1v4u6ao0GGl1Vl/7NT4sVYp4mlubzlA3K2/2e2/Cwgi3gsys8X7TibNsAsYw9KZBFsF46nLG1QwAhkPEWXK08DWiiF9sFQJLUS/VvyVYLn+UOW4n2Wm4CvNQeRFWndqHV+gKCPpV3JPWMkwU0NYujjjdlSzcFzEK7eU/ypDMWpLKSrPQYCFWPTlpqc+V1IyU71nUO4CbAdklOZy7vsTYDQh279aH3Jhy956ls5bvFiva+ClwUBOm0y6qmm74KaLQOWKS65UXt8oAwhDzH5TzxYfYtVTY9/aaVC3o4O9DXWu8DRYdX4xC+EztHht8bjXwX44lp1a7TLjIWn/DTCgP43duY6nt1b2dHmp0NUZidCG25vEUWCMUCk5NojK7P53dWLz+HhuKbads8luwC1WsBDwAfPz1doi7Cto56obFY5mJTU9pNKoD2JEux4Cp2ZbCheu13RSvyvdYIgY8u+pptr7VdcYi7fmtH9cBlTMerQNuCbpj0pV8yHo9qzDy+lHdNKhxjErsn1jm91dhKfay+2dZLULGh67rF19YAPcaWFx5nXjDn9XmNY2DRiCcqYyY6R1qGIu3IbDVZzomqVY/1R8uaYjLP49PlxduFqdOKZXDJqQI9/aaVC3rWrMkOHaUYQnfKOqpWrw49blR1YEUXjheJ9dol4Hn66XANpmel3cynaegZz4mbayY/9UgHQIrgLT66M9UFSNUMnsrPsxvRRb4re64lCUZHR6I71MHB0HFM//fIgj8+R7G2spgkWZMNN9plFYoCHUaDnJsr1HvKCHd62v76H79be57YFp186HdP1+fN9tbOimINK9NXUmmKHIo7PDqK0dE68WlQr15da9OynlmFdF/XfheUlzyoPtdrCwXZtk753W42ugsTk2ZT66KpY4MeWypAstWefe+e2h1DdwoGdDwp+OExNlSBWxJA2mjWgyT0EdJ84WQ0SXvl3looulAtnfFFyxY9xhZ7/sfEyaBuEI00LuhgjSy0QGsyrD47DcXqRO9rvcT8LoIp3c5X7Ev0gNR5nM/JkQoVrXxa2aCHOhfGWtGZXi1tVZWlwIcDRD7bST0HNuo6631S2tNqhRGaOZB1fdYNMEkHtY25wv+RoAx4uEqRSV2E+CLv6STA31xhtB6Awh25C3yazeHSBKUbfruji0msdO0hcQGLCd1Kk7keg8DyMUHaMzETBXeA7z7mZWptBTQNT+qh9W3z5oJDgKMLq/ZV69trVwGmR11Uo4Fms5AuMEvFTVbjm6ZhxG2+Q5BBg+Y0NXILqkVtP9NgVB7w8xrcqXPG5NGktU+p1gzIeNXwMaptCryDeGq3JwlhufQ/nS8mJgoViTVE4wBg5q1WFksG5fPsNNi0JwDsVTX8rcG9g3fsXKCVpmUhWXd0zVTd9XUwqj2P4/1k5wCgaMPx8bAbaBkGB8MQYvPNGfxOyiKXZ720lqRlkM1EtHNUkp79ilYu6AFCtx+NAmafiZ2G7VwcaGq+AIQbXx1L9jufJdnJzU4Cet8+G33Armqakd3V8p7aJNgd8J49hau23M8PORViVe3LyO6ugMWWR7+rtEs9VHiPiantzHwMl1BXdo8xSPIosVqPuptkGqxfz37CC1Nrv2sbc8XUsku7hAHd4kWLdQ0XE9g6AMqI3CagicQATw++vOLHqslbSEkx7WKQkIom+d0zSgHmt4Hp3ksi0ZlJ3uGjdrG3fJfGg96zPMXqWvuS7f8x1a+V+MSYMlnYPtYLc5Jse8WqWtNx29+ixQXwvXRUgZ5+08oFPaOjmbQnTQsjUqsbStPsmQMOCHcsjnqrjVop6Kw9fHNqqnBiUeGCZ1bD7NO0EPd63h3Wo7Q0fnXAkhGNQqpAwHo32S2VkWoFQAEo6k9cqEeaTaRpAXwmJ8PNLze+6gWv5Sd5a6neL20sx6UcVhygDUUmVJ1n/WLVaJvtz8wl0xnUw/Zradsw+u8wkgZQbzbDQ0St/ohSHHUP1hADVKNYjyGWR9tDpVpdseFws4lWq5YLOmNAmn10ejoEEoy8zWRZnPWjotLQQCraxyh1UyNZq+fUzk4XfR0g3Q2GXiymfdSWaXa2bG5Fe7NS4a3tl6p/OI7s7kXbgmJa1cWaTUTSCA3MVbrDdvEwhh3rsXVbu2mzCeAJI+XRhmYZbOW1pDMroGGn0DbXYIQsr84djUZ+FA//1u7gSW/4WwWDHJaxiAfapfhMeAb0cLYZsapMW+ZllfRU1G9auaBn3bpC5K8D2g52GxMEyGePZ1o1IEV+ijMXAU+95a27Vpdv1z+S1SbpXOUJpkpCBw5oDQc9MREuusqcusIAxexBNR8XfS7QdpE1Iu3R0ZGgOtO0mMSbzeJ1tY22ZXOlOXKfpjeNRtdmQcs1Pl4YfrRawG9+E5c+aMLeJM/y8ZlGA+3mSElFqeWwyWZrQw1r146g0ZTTrpmnZ/eiiy1d321fZUZWdaSZS2CTRmMkrzvWvQJoxYY6TGwMpiTRIdKNgss89WW2xVNPhW42uqhQJddVkwZAwkgodbx4tiAGIwX82nFj2yhI2IIB3a148a2YGMul1vtsRzGOUsmbSkKJEexa7IEbD+g4JlCFPY+tPIs8tDNY9SoHmydOix2lIqCnndSDqMqK40nadS2u5H2aTmndjI4WGIt9mkVil2o0iq6UJHU0mvUC/GgF6vy4bFS5rPebVi7o0ZnPM24jqfhA1Dv0zlJSwKObcruZsvOMBT1e8DGOyflCRvTUwugW2E5YvDQomUq/VMRt3YlpAKkF4P0kOxYhSWr5RMUJWbEDP/dmfnF3uV7FkieVcHlbSM6aLIsuaFzAJGMvWU2Kn3bhpS1MXVcmXRA9UlSlCSp5kSFtHTQaSBrlxdIjDxdqP96zx0hXdOX2+GH/Avwzm7TSlAFNw9yONbe+4pU1Fu6hxINXp6rD9tCu6lJizHZpoe1gSXlX4dqCE1GebDm8iWghpJI6ez9JSlULlEGNZq/7L21HKynyqltPlgBCMKV81O0kop18IY2zz6iKyNxvWrmgR7dV3soElNQXulPxgItuzlWTZG1q7frjzTvKJm2OgSwPGijqBGHHrDv56XkWVprAy3pv6CdQfFr0pXFueNAfqdlEozEciJY5l3BSIsaw9cGqdyVYKJ5zbzBBVY9YlYVNwIKgJClONdUj4aWy2W7WNpnVpUINa3iddbkaRlTkpXl7Bday8budsKliobTEGpRJmT2JQS9s3GoV7UGMHAA+b9ZQQKyVwj4X099omUzlze4pF0mbzwMJMZDkUgx8qSTUk/Do+2pbFbNITjO7nthJJApqHLwUrTZ+5zRWT9rID9i1wBkIy8TftrIWa4xn1Fr02ortubSbAHEMTLLDmH2TGwrPVlKFOpx36o2kHHiKfFcHju5XtHJBj0SsDciKOMV2h3Y7HFzUmuhiYNdUfnoHIdpndd60m3iVJKhJiXqL2gkzTZGdJs6HOfmqqsHzredlF6dWq3CR1gKSId5T//pu/dVHgQMOGMbUVGFTkaaZxoyHkpNNFX1br1frDGIXuyQBMNkK9YpTU4VaT+97k7/3yRPUKZ6R/tFO6ph4qrDRome2gy2CMnDiLQSINTSbw6iPNgr+iApZIQpcLMKySEo97ogwjc7EgmMb28STTDIpFZKyK+VDSjf5Vn0FlFWndMPzDGDJpNMJ5sbD80tV6+QZ/tpIvkzK2vXn6lGtDFVtqUGelcjZAZgkRV9bvbqI0mwqtNYAGt0DYrUZFTwrWXzFqrbRyVnu4UY77DP2Ra0YVqgHcNS7MNZe+ixVXV1zgNZkaINDgGPvMQtvb8Kxw7a2AsVGo9zlNA1624ds15A0R7LjauzAbS+n9KQyZO43rVzQYw8MtTOIzBg8IZ3ghXMDzWIY8gUoJDsah8bGYusFkoBwUVcpK4n6ahv1PVaU0k0maAEPd6NcQTz5shrPertzroKaX7eA9dEGGo1aIO1RzSJBnU1O13PvaKMSKVJkOWylq3GvAjXtE7oycuuo9ZkkgWZP7bjUs1xf4TEizK6wLch+N5s11JUXxqexZDtNTCqkq4MAHqRp9+DJWv66fsZ231wLtYqo4ipJVzyRhapLVYJIWx6vrE5cAo5J1r22gUqdYv3EGjszbmT+vCdesNJCRU9KilgUtdDL0SKY7thqNOul/u3hck/Sk6ZlF3W+02ig3Jge6bxgSU9UB+LervZeF/TMpLVc8m2Pm/EEZV4IDmWTlz0yS1nQd206xNHarFn+mUt7jbzr3LAsVIGeftPKBT12kbCi9O53BTx2HtTvniRYJd927bVpeIOTA3eh1PNZZTRWGBqMqlqLBdGJms9Q8qMzDFdAzsAG1Q0MlD1V7LqtEQT2mmy5PA8gPhdbCHoiq3ISWl32KASdO9XeGyg2/3yunsAHMB7P3oqg7cHF1tONpClsRGAvm4WUf94/9LvqLtiXgPjhjqwHI860Y0bbIAYWdHG1311eew1CO4a8Zz3kZVf0Hv1soXNAZPqKJ72QxlW1Y0zyowzYDOW7Vy0eG+yy+p9tDputR0zHw90Kkln9FrvWtRJnZiKFrmgl0ooFPTPJMNrNkdL92uhoAHRa49l9DkSV9NhgxgpubGRY64xjv6tKBwhD4pC8AUwerJdHvhtPEUp1JiZ8nRpFVwpS5ubQnp1Fu5tMDUBtdjbrFBMToSELLbat+HxgIIg2dsABBweeQnpAOM/VYRl4nmsMl0btfCzYokqCMQNs+cm7Jq5u+WRW/+8+w6Qo9ZuYyKJtexo0mgeopEvNCJhsu1EvjkOwhdP20jJo2RkXQANHsqNQ35G3VT0oni4Imh0pGgwS4vqu/HniOwJmislarSw0BGnPnoJHrYfVq/MDf21AQi5yzFpNzNic2jVt+UrniMVWUxtfwpZNpZyKdJOkMH6i1NDqChGa3fG2BcvKN4mn3qtGKRg3rQjPnERUROkhdTLn2V9xMNIUgJnLriZNQ3DNdrMhshS0clxpsHwrdLHzo9afd4ydTZtzJ9NmPaZJDRwbz6S94yjtW6okPf2mFQt6JieBercvh/NbJoYF4uEq1GbArvuqh+a96elscdf31L2Wz5AXlRxz8vMWGbVj0ImjRIq6dOFn4VSlRaObVgspMrDTBjCDDPQk3ecTXbBUMsSVhaqKwcHMRbk7s9SbTYyODudlV6NmquvsDp3fbTA9a78QbEQt6NE60Apj0CRdUThpW/0bUEJaurZr9dLeS6uZEyonWItVms0C+NVtYwPh9lTLpaoiezCklmPPniLcfkkXVdS9dwFxz31my0U3T0jBMBOherTLAx10E20DzyCH+ojuqep0p9eFU7EUi+ctlLa8LEPpplf/upvxAIQFCkS2tnLVTqz7vKobddzzFYs1FExbwKMOADXPo0f70Z49hX5SUYd+WrLMkAFm7tWfkKoh7UaRXVbxmCanDgGeoyNZ5n2+Z/04+B+/2xNDWBXLewpFBXr6TSsW9HibNJJn8a/v6Xcbl8zuIL3/NW/73rMtU1Qt5E3OthJ00UERMUIjR7TtszRE5aJrj5G33i1p6ktnhHSyn0/DtCARvq1wW/ksB1Domuab9CNZ6CJs8RVJNYJWShe0n1dRth1J1u3PY0BtaBZQthjN1yZun4pQ3rfYj/jdkjnQ0hs3XhNr0nZjYNnsNSf0JAVJmkisojyr5H1Ai1JrKZ92DMzHV8zbzjLTQ71lsdV8rDLJhbCn/ynW9tL27tFZy1bP8lAVp6fftGJBz9RUJumxEoS5udDGVSlNy/H8rDBBN09W/WU1KmrvY6nVikdz70WlSWJSMuWWyj6s0pqJiVzCkwK5aitFtgflkKrPzqI2O5upvMbHi/fXri0KzC0of3dVL42xkWBXSlYorbFe4do21sibuz1epeBrrGyrY6Rsm+IBz0BTt5LWrimv4ALkqLBM1Vt8nZvhJCnbG1iNXF0tuL1GJjFxloXeUhRXUoQEFOBU6mZ1s8imlyOOvad4rNRHrc5L+RbpYGl6jsUXMul6C6j3uK0mlQqoBkopTQE0nHrXge0hXYu4WDk2mijBqaq5HEY4L+mCq5IKVX/r5UpDPR6tetQzhuJvryMo8Ol1TE8ji1Qes3Pjpw2dZYWRtr1itltqbK+sU4JuPT+1iMxX84rNzxWtXFrRoGfVqvK6YtVXGtwqTcMI+rTd0MWKUXltcGPae9gJWsXwHHhAMbEBxSD2pMbKv9WP5wXiwhhjgAvR1BRmgPxSKQ+nwZr8Tni1Wpm6i2mNjhZ2PFxpKKNuNlGb3I1mcwSzs+UwMpY8Owy1dVizptDFNxoAxidD+wTqnuiePz5enAlCnrWS7USucnan0q1qy0YBUOCjOErBHgEQtWpr1gAjaxuhXZHO7uSZL09NFSAHCI9V0fcYC4ggEKEaxCNmb+1YaadOFkmzsyhAA1ddO8AM+A5OZ6Nhs642jgGzt0CqnQizsuOb5bHqRa1OjDqFYh/2VmfLkAIeZZjl80AIgDZqOe+9AKd1nLKRnEnUCJYAme7E6HLooj+EyIEdVfVFzNR2BIb5SOqYHC/UVF7RrTkg51mrgWXyOifodwtwyLpVgXEzqXzQ6dSrgqkpLCNVwQn7TSsW9Ng5ihRzedX5TT/tpXYFauOj/+naxWfUkNLu5Eh2IjQSf19Erzu5mD5AXNUJcuiv4IEe3reUeBWil8SNrydtrF5dy+dKayDruabbeVnn28FBFDE2WMm6eNr7aoxlt9T8z86Mhtpif6EXMYVdjIGyoTYXZn1ubg7+qudVgtpTKTLRWd5aucs22S6Wsf42N1d+Zl51inezy6sC6pr3jBUHRNQl2oUdHBF89tLs6TBpo1bwZAGDHT8W/PC+1rkFDcqMZVRIvRi9vm/nB62mUtV7wEfHiDcv6G8NfqMZe94E8tsKlGw7AGWzAO8sQk/wpkDJmyc0X2Vbo27Y9Czo7DH8l4gqm55+04oFPfaAQRuSRgcOUAY53uDU/z1DPW++tN/JSy9xq070JCvanpc0kS4gSlEAHLXhsTY9Ku1RSmycH916U78gE26SlN3Xg/RE8qVShegia2dWr5IVkSi/WqEEPNZ3Vt2rnWpk0axBrT1XiPzzP+5EtQ+VCuyVU22mSJ49TKxe0jBWz3yk1WHtHII+bBdAfagrTavFJD1ehL1SBnFM6JHFHnp/QeQZ63mARzPy+p7azjiGIjW0MThYC6qPNuk6FkhW4GIpv2+jMNtOuxDSCvTaVtONvM7up/4O3jOeHbsmbwWd+pxlQdXIvUAU37Xndc1TrIpWIK1Y0MMNfpJk4ksdEFwPqQPWgTo+Hv6mhFg9tNQDFCg0EDpYmU+aAp3OHFqtArHYuYnrn/3PRkdXm5GAWDh76jU9l7quRlRrpXIBPhCiJ1eCzLGz3r1XZ3pkRCNfU4bctfdpjK7H6Gjhrm/Bn+rgVVsAFGVXlVEAtPQgSDYUG2ViopCfW68nAhv+npwsTjFUJCNVqxq08fHs4FnVpvGVgFdkTm2c5BuN7D3+/0yre3Cn9QTyxIosI1A+aV2lVWmatbdGUUQZLHs4ywrD7LoPFB44JXGdJXorzc1lgIf1z0uPfVddRbfcSXPEBb9cuHqZp1BgodWqgJXdp667DhvKQS/qbERlmCduI3BOToZlc1bWGPgnSGaynIM0OSWqe+uY8cWOrBh1gRM+ggrV3yS2rSIu2yGSBKmAefXQsnOhtoXOnaZ6gn2UgiPaAdr3pqd9u2sdh3xO3f616KrZXnqqJD39phULeqanQ7MN7sYHBkL1lg5OLmI6thXk2IPKNR6NWSu7m/Q5EEqkaTYqO53s3vT0YODGzk87kZPsIpBvlu1EpL9FJDEzO+uCHmvXw115rfs7QQGCZtCN48OYOKtXZxXWja0SiDMmJ1FrNDA0NIy1a0OASVZtrDpV+blGt2q0zVMwrdil1cqBHkFcikxKVdMdOFGxVjYlK6YRpEjuxVgjxAHqtk5qNrNqmpgo1F456FE+rIRBt83qgcb7qmbhajE9bcqRSdzsrjkmYGL1KNlFKGgk22E18AwztcZFlgHpGB6mihn82zJp9h6xjHW9ETPEs0DYegBaCRBRF8M/ax7dzyQpR2X2vs/Olo2WmZSqfQMpj52ECPBVzO1NLnYXpplqQ5j/Nd6ZlXzbU9b5aY2draDQnrjOzYRnowWEm40kKex2PDzOpt6zp7AxT5Lljk1YeW/1mxYm934Okl1DSN641/VCf+t8GLtv5wtP+wDModOZ6wKekLx78xEnCjc+h5JR61i3dM9V3bqxl1zZNW2vYkyFa3R7O7HrQraQYLB5XiQrmrD3ImUJVF4Oz0q9iqi4pNOZc9fP2O/ZWcRXPeXRqub0P0cdZ8MS7CuKts98eqjYsRMLfN+TFFjyJD+xddxN3OsDXp/wXL+9jLzJYy9JBS0eCHLz9/jz+oNXYTFy2mlvizbfe17V6/xsWYpMPT3Tja0PFa18WrGSHi5IdodqO7ja76gLuhUiaEReVX2RVPKTba4o5fHFmZ0OoJhTF3bagdjJvDQ47U5U9XicdGWmUDVWKt9hvvOTnYOBC3klWimU8NCFndGCqapIhgMtgD1PjGUnUSBgJVul3bl34JnY8WhZVYqVzGZu+IHqSEksru3EaLUemaPYHIBZADPodAYwOzuANG2UBBnWCzA3Zib604dtm7ZaaHf5rNEeifoolmEBC5iHP8gCbSMoqVK1I3faAXDVPPQhWp1bKUMsYyCMRifJ83UueBZEqnSByai01L7DbAP+7cO2oS34ZLkoYuDzqneObQKSBCVDOYTeWnw8BjK12vJNjwfO9LA075A42194j2IQimE14qZGReyOD60WJkV1MMlKSS1+V8FYzB4IKLysyA5Ztlq6NPUdRZRUaLe8VKm3+k0rFvSorS2pNPGhtxqfF48eUDdLC3rSFOh0ZvO8i86tnXxALu28A0iSsvu8ps35KBCN20Xfi9sv0gAFACkKDy79T7+rdEdBzzAX48HBwIYHQ0PhcdytFpJR32bJtoOqJrh+WJum0qLCRlBDgG6Da1mpnqOBdn12NgMPiiy9fLpkbUIIeJ56ag7AFAh6Mqqj05nB+PhIUN5ms3xCRhu17DgKog0tH1WIElcpb4euqi4oAxn0wIiQ/m3VR+php4dbsv242OSJ6Oql6isNC2D1NLyvqDZirEbAQpBoMYk6JaRpGDKHWj6GkbLjKXiQq7TXr3QM0TaJ5aa3IknjM8zORk5p9RdaXaC9xVqxcXDwaExCZYOIaUKxTBUhNptFp7ChoLkpaKG0odT2sfd002jLTvK6MJ8hzrSgx2J9C4JsUXvlv/RUgZ5+04oFPa57N/wOrgCnl4rL27zxM1NTaYfU71Y5NCDPhAvCfPm4D3vfWQmGXHUPylKeFAVIKL3jeXBpRTn2Gbr+cgKnHUxQM45Boltuj4xqxysfy1TT3fu8GYb9oiheGwXg0favodOZxZ49g6XYdW57enmKxMprKxqa5+XQxMmspGulZh7ZdgLKJjiu7bK+oPrMmJTHey9yL9b/Y2u9pQUtaF7inmpRx1Mvf3M+q6KqLukY0KQ9mrd6YoXW//SZmNijhAgjGZpBPF/denMZpwivL/Zit1cxveeWF8hU9FyiFQt6pqeBdrvYHQD+gFBhiaq4dMfibNbydGiYnC14KjvhBOnZ3ajkZ5Gu6F3KdtzwZ39+imh+ISDH3rfSn1Q+E0oZFPxYfWKrhXrSRqNRC3Zq3uKalwmh1ieoH7uw6yypeUt5WS4L4HJyDJfJBJOlh4iduFEKfU1XHQAAIMVJREFU9TgnqQ+g1aphcnIgcFl31ylPxQWA8W40kCSfoGK0boFnjwXM/mUxsWqpvLh0uXpSB4SuUNpw1qC2VzhoK+ny2c/v9VqjVaXVamVSkR5YsHxDG1lBtEUnlGB5xuQeRe4rdvLYiX0v3dT8aeTfq7J6gRuWT59zBq6nVbVZqGGygmZ9bs+eQoBm0/DKbIHRfLhPJUK6HvD+8hoyV5KeftOKBT1TU1mn1rnKTi7zqbXUHdmusbOzBDy609domxxJXLH1JN9QtUU7l5itoaVcE2ABjtoYyMxv7Vus6se6rGuAwrR7UT00A+AZZCquRNzhc/E3USNte8bH0Wyuz9nTc28YUZbF8I6gcHe2nteWgK92q1XyTiP/rM46FzXVkejsnCSl/qFaxExj0EKm3ppB0Q/qAPaA7T8+nrlf08XdYpQ60YQWVMo3083FBvpLujklrRZqPBejdJQ4+0i9dMvbVavZhppvUFu5Zk03rMATUl9AKA7iS1a3rKRREB3XaMubNrt+t8mnaQFymL2yorYzAbjhTQugmUnMNqnVKrwXac9mVabq4ea0heWfZDGG65HmAZ40LVC6dTZIEr/S7HfZPORkjO1m0lowdOiAqLHNGDFDk44JyNTzq9Uqn26ixWXz5OpWFO+qOzpPxtHuqXMNv2uw86WnKiJzv2nFem/pocJzc2UJjneulrqj8x5DePixHLgPn5Xvc3JPAZFSiPY9qQdQngRdp5fYNkfE8zF7HWvjY4GC916KQvJQqji1rZEZrJ60A8mBCgSsKkXXw9hzQQXpQmWkPDGwl6vo+OnVYZKUNHiaZWa/RSkPv7eQAR6CoRY6nZYLnPIsY2IvkdBpqAENOVBqh4hIkh7WNnkP+BCI6ndea9d2zz7zpBpaDgUyCyFH1GkFSYpJFatY0gXVM6lxh4vNX+141KjISn6sUVGkH8UzjlNMLRwlDxl6Lqa9eLXPxpjpSkE9cKrtYmP22OrQ9+zm0nPiYPbEdXbP5/UZnbsVjFmMuHzkzUaLvZaOnnzySZx55pkYGRnB6OgozjnnHEza8zsMtVotbNmyBQceeCCazSbe+ta34rHHHgueeeihh3DGGWdgeHgYBx98MD784Q8jlT729a9/Ha997WuxYcMGjIyMYNOmTbjppptKeW3fvh2HH344Go0GTj75ZNx1112LLuOKBT2eHQ5QngDt7lG1M7G5wp905+Szlz1P2e5nvvlyUWQTmpvrOVxiYCj2H3+ngL/71V2iVFhsbQfiai63bDqZ6z0pr0du2TzX3ggD5b5kDdXjlzW76bXuxBbHeae+XiJN55G9Jsu4N7CAEPjQuHkRJ+wuZKH3xqfHipdu/pB3PLeSem/F7MBiE818aS+CoqDf/p7PML9XJ4whrAjfseIstC1i6fWaIzQ9BTo2moA3LWjzWcBUUUZnnnkm7rvvPtx888244YYb8KMf/Qjvfe97e77zoQ99CNdffz2uu+463Hbbbfj1r3+Nt7zlLfn/c3NzOOOMMzAzM4Pbb78dX/7yl3HNNdfg4x//eP7Mj370I7z2ta/Fd77zHezcuRP/7//9P7zpTW/Cz3/+8/yZr33ta9i2bRsuvPBC/OxnP8Oxxx6L008/HY8//viiyrii1VuqStFP7hYofuUuwzpwWBsfppHtSKwBK9VZVHNZ9dYAirjGbbk3hz17BgPN1IEHlnX5amsRzKUekpCZoD1bDkpobXtmzH1rO0KQkwco7H4mEJsS67KhYatbLTQa9VwDoM47KnpWKZCl/Nwtvdgw3NJ3ZzWWU8ubu9tDVEVR8QuARgPT42XJ3549DLxGyc4sMumOlfwMdP+vo9WqY2pqMBCIcbdZks/LZcuRN7lpv1L92/RQD9bDJMlUA1QB6yt5HrH28BZLHThA6PUDlEVGmqjj2q793ap37EaFWVr8SlWdssl+V0/aZV71ZUpw9OBaHXRzc0XIANr1ULWlk4UVzaYp6o3Mxo3lyvuBIU9wxvv6mVcCXaOsxG9egzKgNNnQZd07qiXJDhltmc2/RstgFHvNtheG0qGsmM3aYKkGkqSOi1qnQBh6QXngMzQ9e+aZcpUsHf322vTcf//9uPHGG/HTn/4UJ554IgDgM5/5DN74xjfi0ksvxaGHHlp65+mnn8YXv/hF7NixA695zWsAAF/60pdw5JFH4s4778Qpp5yC733ve/jlL3+J73//+zjkkENw3HHH4ZOf/CQ+8pGP4KKLLkK9Xsfll18epHvxxRfjW9/6Fq6//nocf/zxAIC///u/x7nnnouzzz4bAHDllVfi29/+Nq6++mp89KMfXXA5V6ykx2pdGGfHRlTmody8PzmZHR/AA5ftfJGtrQQ5asdD+x5d/PS5Oef57FLxK71iPdF2DBDk5IiiuGAq8LESmxRltQmfswbMNi1rT5PPQkQHouKyNjuk/LRolMsclI2fOqOq6qFrv9RLdadlCfjlReOjpIhDorvEqSmKwxX0Evi0UKi4wks1gYzgXAI92nZGQqftohSAHivjNyuELkDWRsTumG1bBO2hg0JVmZofJTsKdvTyeJSVSRd8e2yANpma3Sg4tU0alMGuurYNjHF+e3YWbe3f1uZFUawCDtuRu+nH9ineRkdDGClODEh3bZq/Vh4z0crxwD6RoQbU0spMEvdV7X6TkyEI8rSuXje1Epe5ucLbPrY30Dld35uejh8MrLjW7hWWnhYuIY5fwO7du4Nreh/o6O644w6Mjo7mgAcATjvtNNRqNfzkJz9x39m5cydmZ2dx2mmn5feOOOIIHHbYYbjjjjvydI8++mgccsgh+TOnn346du/ejfvuu89Nt91uY2JiAuvXrwcAzMzMYOfOnUE+tVoNp512Wp7PQmnFgp6YN6n+thO9nX+9S3JAXI01Zz5L3JXueIuOR1HQ00NtYNUhVjUS0xLPp1VuA6GtA8lz8U3DE7/1u7XjcSm2SzV5xlRAe6MJt9mxOGF4An4qmG2b33MlTFOa5K1PfETm7pbDPqud2DzigpgIzQuwY/lZ1ZY9d8tLywzY+cyCei2ii6KYlBQIbMRy6qULsUz0SNsz1PVe8SjwZrTpL6QCvLZbaOYOxcziYlnH2m4h8XN6zeex9HvxEsvnt51e+MIXYt26dfl1ySWXPOs0d+3ahYMPPji4lyQJ1q9fj127dkXfqdfrGB0dDe4fcsgh+Tu7du0KAA//538eXXrppZicnMTb3vY2AMATTzyBubk5N51YGjFaseotO7eqE4WH7GMiU71fSHmo1gjRd0g6Vc4gVHPxc0B+F3y3WvGduP4O/ECsslqIqh1y5am0LMdWUqJpJfquNVhRyYtpBEoYdE3QHbx9Vp9ZEEXi8/B3Kp+5igsIZ0o1Tu3WcJqGsd4KKY81Vrd2Xfy/7e46p6cBHJCESEj48ACOu0uxKhqgtDj3isZsgX6rBTe+UKvleJt5YkmqtrQP8J4iXCXJiH/FgIEWUc276BnvSQ2iWMUTR1gDECX2D/1t1VjWAMWsxIrxvFe0TWycpDBIJAq+vQIHfdkpNxO29yxp+yZZUEItltnbuOo4a09jcRcjAGh7WvZiRdDnemFYK9Dj973EentJ+0a99fDDD2NkZCS/O1SK5FrQRz/6UfzN3/xNz1Tvv//+Z8HTvqUdO3bgL//yL/Gtb32rBML2Ba1Y0EPRsO3UFLtGJM+l9VspAzwagVcfqKEAQiTd+fP3IArbnjLoYZBjVfdYSVM+yXjiA943kyCrgICnBR/4ACFIIDAgBKC9j6q9albezIozthJJUseaNRl7PGoDKOZlbRONDdNodDPzRHGGFNBYQ2x9RssWszJOknqARaia8m14+FlDodYsLntoLcMh5IVW+bvxQiPVzFUii2xM/TCSLzUYNPewr9jFideePcDIhkZomwOUVSiqP7PAx9OZGW+/WjqDwcF61Gsv1g30WQuGIlVSqLIU+Igqq2Q0Pts9xqTVKoxCPMMRIKswRY9dJhU0kOyBmkyKmErHQqPRtXHz1FNaAbH/2eienjPw60cIUhsNtE3P45DXVzVpZqXjqGXKHxNUAmH0aW1n2+62W7HLqYRT/9d+/1wEPSMjIwHo6UXnn38+3v3ud/d85kUvehHGxsZKRsFpmuLJJ5/E2NiY+97Y2BhmZmYwPj4eSHsee+yx/J2xsbGSlxW9u2y61157Ld7znvfguuuuC1RZBx10EAYGBkpeYZrPQmnFqreAcme2m5pekgZv8+TZ4/iduJc+to2YlIc8Wn56ehf4jEb1ZPN5AXmeW6n59Dy8XH7MTEN1FhC6oXvSnL2aiKQePGmPLUOJegCqcFdL6BjrA/Zedtis58XVRs1t8KiXVoysWMRumXuQBf69Xm2jtjC9mBozDw6GR03EVqfYAo74um5pwaoWNZCx6M6LU9OlwOsvNjD3chW1VWNBgToABA9ZcQuc/3tJe7znLWORpL1PL7SGZSMGeGJs2N92nuxV5b0c7vYH2rBhA4444oieV71ex6ZNmzA+Po6dO3fm7/7gBz9Au93GySef7KZ9wgknYHBwELfcckt+74EHHsBDDz2ETZs2AQA2bdqEe++9NwBUN998M0ZGRnDUUUfl97761a/i7LPPxle/+lWcccYZQT71eh0nnHBCkE+73cYtt9yS57NQWtGgx3Zqu6ap5Dc2AML5jaDFAzr2/gDK4GY+sNR7oPd8WF8w9+dr5Bj4iQGbUno2EJrlZREzTBQAzZeGqLZiEh63Hhbhr1peUMvgppx7AXaj9lrzLJI2xVLbUC/gpStpWyel2OMaHNlVL/Zqh9guIkaeTViP7LyFdqHreimbGMhVWySUVcO5Ldt8FAtq2KW9wUb5O7bQCwnr3msMeQgishNZDGCITQmAb/qnWRE7e3P0Qtj1ePF4X17w02vjvJBrb6wTF0ZHHnkkXv/61+Pcc8/FXXfdhR//+MfYunUr3vGOd+SeW4888giOOOKIXHKzbt06nHPOOdi2bRtuvfVW7Ny5E2effTY2bdqEU045BQDwute9DkcddRTe9a534d///d9x00034YILLsCWLVtytdyOHTtw1lln4VOf+hROPvlk7Nq1C7t27cLTTz+d87dt2zZ84QtfwJe//GXcf//9OO+88zA1NZV7cy2UVqx6K02zk8xVl2w3dUDZtZIRQyla5hFC2cBkx8vDwiFc8PQ+UICdQfMuVVy8N5jzbKXl3qYriNiv4hMmIC7cC0G1HuBJEarEgHnUK2oIpZa6UuG1rkIpJtWJSeLyG/y0oggJ5BeTkHj1kHs+2VnXrPS6mc6MmNVzjypNLm5Mq45CkbgabGeraknTruWQ5unEVlJJVbQNFJWJ587snlBlqJ4rzNpqrHhvaKj4b/VqCU7IfmalevOBnhiasmoVU0cqhPEWL/7W7G2Xye/Zh1Q9S3/nrpSq5kjdUmSH1pbs1jyjEWbcrUSqh1QqYrszy8Hv1qg7V215emE7iHSH57lC6SeNuZSM7kiT00c8dZH2Matp8zy17PtaDG0Wqx313mF6rDs6k3oa4IXg131Hi5LfRt5fOvrKV76CrVu34tRTT0WtVsNb3/pWfPrTn87/n52dxQMPPIBnxM//sssuy5+dnp7G6aefjs9+9rP5/wMDA7jhhhtw3nnnYdOmTVizZg02b96MT3ziE/kzV111FdI0xZYtW7Bly5b8/ubNm3HNNdcAAN7+9rfjN7/5DT7+8Y9j165dOO6443DjjTeWjJvnoxULeubmgHa7rM+3E6gNMeKlI79QBjb6H1E8kAEZWo1wAZxFKAGoyfMFjzRzAPw1eXCwO/FZ0hlJZpUY8NH7bee3J+mxwCcwZrauzBqStYvkdI2cb7fmivE9Ehdvj39b1uB3zM0Psdse2LW2XEDW3g3oLs0rb/yGr4pU4/IEpid6VqBGvcgy2epUzRMXBgIdta8q2R5pngsRXegiGlt8kySQsFoMMR/4Aco2HVruNmqhAbuCHl0tu4nouW2kNrqHvRqpUEDKnAOkeZvOC95iH1X7WhTBE3yDh0wZvQR7ZWi/J5k90jyayCA5ncf0t32O5NnjWoN1JVcS6RSF7xOnMgSRd/bZ/kzr16/Hjh07ov8ffvjh6HQ6wb1Go4Ht27dj+/bt0fc2btyI73znO9H/f/jDHy6Iv61bt2Lr1q0LejZGK1q91UvN3Wsgxd4xqXs5mt80Vt6b9DPipLhoWoDaIEYxux3bWRa05zAFW+jJBHtDUfVP5Nm9p171atVdvhozSj0WJW/hXWx6eyPKL/U/Xb0Wk+B8zxpeCwlr+fUYxiA964VMjc/wLPpLpD29xXohQGJemm+yeJbtpaDYe/zZ8q/t5hVFNYaLUQ96Ur/+0LNRbS1yLqnIpWUBPYs9L+O6667DEUccgUajgaOPPronQoyRzsm6OeV/nnODxiQr7s1hdna2e9YSkIEYrTbfILmIwFyX//leufPa3ZM6TdAe1LMDDX6ofsJEJ9bcPckN78dUQxrRuEQKsFQX5G3FUTxmyU5iFI3nUq3YVlGol4orSmohGts6ujnNIewP2qaU6pWzctvSBpKLlCdFGBwyBcJZnFI+x/XJ0+hwR0xVFqtC+aS0p560C+88G7mTZOuPg0oPPNJ61oyFVIjkGSdTUmgFGZa8BTrwmvNcvQ0vVsWYj5leUh4SK9Qwt1ChGFAIcFgPJWNyVpJVdcfaRf/rKX4U6r4TGyKehlBVqUrzgQ4ecrt6dThXU0PHrqdF4W/Pnj+WH6tqEWZ9+4Aq0NNvWnLQs9jzMm6//Xa8853vxDnnnIOf//znePOb34w3v/nN+MUvfrGofK2LpBWRq3e1jnuN4pwR3ZH3oGyUrIbKursHCtBjJ0Qe4kB1WGYnEpM62ROv8wlnPllvt5C6YHoqHgIZPW4iphqyAAnmuXyBA8KV1bDokVecoG20XJ6YfmAg4D+V77a8pIB31p3Mmv6utdfEoxOTjdgdAliu9zmgU7/kLg+9VFulcANUMU5OhnYkhrxNALNdvbqIATM4WJyuzj4Y+NyrPY+tQ17qBeVt0fmcZpwkaKMWABpG17XaIpbHqrt4P6b2SFMUQMSLTKogxrRFTl7cIQv2bFpSTRbfKojz+NV9RCnOmAdcLBIkf5qgp3rz/pd8amgXqk6E9W01hCQb1kjJq351zbfzOLuftq9llUPYVgE/rRfc8kp+KtDTb1py0KPnZRx11FG48sorMTw8jKuvvtp9/oorrsDrX/96fPjDH8aRRx6JT37yk3jFK16Bf/iHf3hWfPSaTIBQ3RU+O19H0ypUwMP/Bsx/HrVdHr0dVc8dYkRK4HHrSUHmUwnFnu+5VVpEuNbFiKu9FxbDf2kB8773pPlUXPZ7OVDjQux6lBaquouR7dvemhflTRPQRBbSvgp4LGqZp8zPWt3jZBGkOV8Gg4PzG8X3UilZuyW5vej+Xk5mcRThZW+TsRSz9dE5dqHZW4xG8oSLntDK/t4X/aiilUF7MewWTjwv42Mf+1h+b77zMu644w5s27YtuHf66afjm9/8pvv89PR0cO4IXdxmZnajVit2gUDmzWV3TiSKQdvt7DleWTBCXbieQSb1mUYmxaGMZApFsMI6sn34bPed2e7/kHRWodiz19HpDKLTyfInzzMzhbj4mWeywIoTE8jKlcwUByI+80yhciB6a7fR7nI70+W21eViqnsfXQ4ol6CJNmVYKZBHX+4glDTMoVDgzHQ6oS6C8mcyzqh+9Tp2T9bys854liPrf9Wq7LtOdrt3A0mtnX2ZnMzS48FpMzNFeTudvGVa3UvN7VahWKwou0vJu/JNfnfvxuRkmmdV2Je0AEwAmJSaZH+YkRznAAx1a3IIwG7Mzc0E2UxMALt3twvJCTNqt5EC2N3NYY+0j/I+222fhB2H4KLVCsoxMVHLq47dhFU3MJB916N7Vq0qkpiaynbcu3cDSHcXDcd20ASZqA4y9SbgPT7LfjIwANTreQdvD+/OuzazsEl7Y1WrQbPxypJMSQasd9WHSOKqSswP27WZ6aCdns7KxBON2al370Z7Js0Xbj3zj1WhdtQKLiYnM3ZYprS1G6WBpKIgtomd8GS8ZIOhy3O7C+107NZqxam0Q0NZG83MYCYtj2HtCiTtZ2x+skicaDearMZaLewy2jQ61fAZ1g3nEObbbhdzKpB9X7WqSH9uLlsrAJQMdJeGYo4wC6UKvT1r6iwhPfLIIx0Andtvvz24/+EPf7hz0kknue8MDg52duzYEdzbvn175+CDD3afv/DCCzvI1rfqqq7qqq7qqq69uh5++OF9s/A5tGfPns7Y2Ng+4XNsbKyzZ8+eJeN1pdOSSnqWgz72sY8FkqHx8XFs3LgRDz30ENatW9dHzpafdu/ejRe+8IWlc1n2F9qfy1+VvSp7Vfa9o06ng4mJiTwA31JQo9HAr371K8zMzMz/8DxUr9fRcOz1KloYLSno2ZvzMsbGxhb1/NDQkHvY2rp16/a7SYC0mHNZViLtz+Wvyl6VfX+jfVH25dggNxqNCqz8FtCSGjLvzXkZmzZtCp4HsnM6Fnu+RkUVVVRRRRVVVJHSkqu3tm3bhs2bN+PEE0/ESSedhMsvvzw4L+Oss87C85//fFxyySUAgA984AN49atfjU996lM444wzcO211+Luu+/GVVddtdSsVlRRRRVVVFFFK5iWHPTMd17GQw89hFqtEDi98pWvxI4dO3DBBRfgL/7iL/CSl7wE3/zmN/Hyl798QfkNDQ3hwgsvdFVeK53257ID+3f5q7JXZd/faH8ue0V7T6s6nWXx06uooooqqqiiiirqK63os7cqqqiiiiqqqKKKSBXoqaiiiiqqqKKK9guqQE9FFVVUUUUVVbRfUAV6Kqqooooqqqii/YIq0FNRRRVVVFFFFe0XtOJAz/bt23H44Yej0Wjg5JNPxl133dVvlpaFfvSjH+FNb3oTDj30UKxatSp6QOtKo0suuQS/93u/h7Vr1+Lggw/Gm9/8ZjzwwAP9ZmtZ6HOf+xyOOeaYPCLtpk2b8N3vfrffbPWF/vqv/xqrVq3CBz/4wX6zsix00UUXYdWqVcF1xBFH9JutZaNHHnkEf/Inf4IDDzwQq1evxtFHH427776732xV9BygFQV6vva1r2Hbtm248MIL8bOf/QzHHnssTj/9dDz++OP9Zm3JaWpqCsceeyy2b9/eb1aWlW677TZs2bIFd955J26++WbMzs7ida97HaampuZ/+TlOL3jBC/DXf/3X2LlzJ+6++2685jWvwR/+4R/ivvvu6zdry0o//elP8fnPfx7HHHNMv1lZVnrZy16GRx99NL/+7d/+rd8sLQs99dRTeNWrXoXBwUF897vfxS9/+Ut86lOfwgEHHNBv1ip6LlCfDzzdp3TSSSd1tmzZkv+em5vrHHrooZ1LLrmkj1wtPwHofOMb3+g3G32hxx9/vAOgc9ttt/Wblb7QAQcc0PnHf/zHfrOxbDQxMdF5yUte0rn55ps7r371qzsf+MAH+s3SstCFF17YOfbYY/vNRl/oIx/5SOf3f//3+81GRc9RWjGSnpmZGezcuROnnXZafq9Wq+G0007DHXfc0UfOKlpOevrppwEA69ev7zMny0tzc3O49tprMTU1tV+dU7dlyxacccYZwbjfX+i//uu/cOihh+JFL3oRzjzzTDz00EP9ZmlZ6F//9V9x4okn4o//+I9x8MEH4/jjj8cXvvCFfrNV0XOEVgzoeeKJJzA3N5cfb0E65JBDsGvXrj5xVdFyUrvdxgc/+EG86lWvWvCxJc91uvfee9FsNjE0NIQ/+7M/wze+8Q0cddRR/WZrWejaa6/Fz372s/zcvv2JTj75ZFxzzTW48cYb8bnPfQ6/+tWv8Ad/8AeYmJjoN2tLTv/zP/+Dz33uc3jJS16Cm266Ceeddx7e//7348tf/nK/WavoOUBLfvZWRRUtF23ZsgW/+MUv9hvbBgB46UtfinvuuQdPP/00/uVf/gWbN2/GbbfdtuKBz8MPP4wPfOADuPnmm9FoNPrNzrLTG97whvz7Mcccg5NPPhkbN27EP//zP+Occ87pI2dLT+12GyeeeCIuvvhiAMDxxx+PX/ziF7jyyiuxefPmPnNX0W87rRhJz0EHHYSBgQE89thjwf3HHnsMY2NjfeKqouWirVu34oYbbsCtt96KF7zgBf1mZ9moXq/jxS9+MU444QRccsklOPbYY3HFFVf0m60lp507d+Lxxx/HK17xCiRJgiRJcNttt+HTn/40kiTB3Nxcv1lcVhodHcXv/u7v4sEHH+w3K0tOz3ve80qg/sgjj9xv1HsVPTtaMaCnXq/jhBNOwC233JLfa7fbuOWWW/YrG4f9jTqdDrZu3YpvfOMb+MEPfoDf+Z3f6TdLfaV2u43p6el+s7HkdOqpp+Lee+/FPffck18nnngizjzzTNxzzz0YGBjoN4vLSpOTk/jv//5vPO95z+s3K0tOr3rVq0phKf7zP/8TGzdu7BNHFT2XaEWpt7Zt24bNmzfjxBNPxEknnYTLL78cU1NTOPvss/vN2pLT5ORksMv71a9+hXvuuQfr16/HYYcd1kfOlpa2bNmCHTt24Fvf+hbWrl2b22+tW7cOq1ev7jN3S0sf+9jH8IY3vAGHHXYYJiYmsGPHDvzwhz/ETTfd1G/WlpzWrl1bsttas2YNDjzwwP3CnuvP//zP8aY3vQkbN27Er3/9a1x44YUYGBjAO9/5zn6ztuT0oQ99CK985Stx8cUX421vexvuuusuXHXVVbjqqqv6zVpFzwXqt/vYvqbPfOYzncMOO6xTr9c7J510UufOO+/sN0vLQrfeemsHQOnavHlzv1lbUvLKDKDzpS99qd+sLTn96Z/+aWfjxo2der3e2bBhQ+fUU0/tfO973+s3W32j/cll/e1vf3vnec97Xqder3ee//znd97+9rd3HnzwwX6ztWx0/fXXd17+8pd3hoaGOkcccUTnqquu6jdLFT1HaFWn0+n0CW9VVFFFFVVUUUUVLRutGJueiiqqqKKKKqqool5UgZ6KKqqooooqqmi/oAr0VFRRRRVVVFFF+wVVoKeiiiqqqKKKKtovqAI9FVVUUUUVVVTRfkEV6KmooooqqqiiivYLqkBPRRVVVFFFFVW0X1AFeiqqqKKKKqqoov2CKtBTUUUVVVRRRRXtF1SBnooqqqiiiiqqaL+gCvRUVFFFFVVUUUX7Bf1/65ZrGcblgMoAAAAASUVORK5CYII=\n", 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" ] @@ -373,12 +376,12 @@ "name": "stderr", "output_type": "stream", "text": [ - "Operator `Kernel` ran in 23.63 s\n" + "Operator `Kernel` ran in 30.94 s\n" ] }, { "data": { - "image/png": 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\n", 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\n", 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" ] @@ -403,18 +406,22 @@ "id": "beeef51e", "metadata": {}, "source": [ - "Plotting the convergence, we can see we have a similar trend to that reported for Mulder's scheme, with an approximately fourth-order trend, and a knee at a grid increment of around $\\Delta x = 0.02$, after which the order of convergence drops off somewhat." + "Plotting the convergence, a similar trend to that reported for Mulder's scheme is observed, with an approximately fourth-order trend, flattening at a grid increment of around $\\Delta x = 0.02$, after which the order of convergence drops off somewhat." ] }, { "cell_type": "code", "execution_count": 2, "id": "12d49c30", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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\n", "text/plain": [ "
" ] @@ -427,8 +434,8 @@ "import matplotlib.pyplot as plt\n", "import numpy as np\n", "\n", - "plt.loglog(np.array(refinements)*2*np.pi/240, errs_max, 'kx')\n", - "plt.loglog(np.array(refinements)*2*np.pi/240, errs_max, 'k')\n", + "plt.loglog(2*np.pi/(240*np.array(refinements)), errs_max, 'kx')\n", + "plt.loglog(2*np.pi/(240*np.array(refinements)), errs_max, 'k')\n", "plt.title(\"Convergence of the 4th-order scheme\")\n", "plt.show()" ] @@ -446,21 +453,11 @@ "execution_count": 3, "id": "fd3ee84c", "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "3.4290830248017237" - ] - }, - "execution_count": 3, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ - "grad = -np.polyfit(np.log10(np.array(refinements[:5])*2*np.pi/240), np.log10(errs_max[:5]), 1)[0]\n", - "grad" + "grad_upper = np.polyfit(np.log10(2*np.pi/(240*np.array(refinements[:5]))),\n", + " np.log10(errs_max[:5]), 1)[0]\n", + "assert np.isclose(grad_upper, 3.4309910429370785)" ] }, { @@ -468,21 +465,11 @@ "execution_count": 4, "id": "2c6fda75", "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "1.7281098264488817" - ] - }, - "execution_count": 4, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ - "grad_knee = -np.polyfit(np.log10(np.array(refinements[5:])*2*np.pi/240), np.log10(errs_max[5:]), 1)[0]\n", - "grad_knee" + "grad_lower = np.polyfit(np.log10(2*np.pi/(240*np.array(refinements[5:]))),\n", + " np.log10(errs_max[5:]), 1)[0]\n", + "assert np.isclose(grad_lower, 1.7202625325567185)" ] }, { @@ -490,7 +477,10 @@ "execution_count": 5, "id": "b5530c97", "metadata": { - "scrolled": false + "scrolled": false, + "tags": [ + "nbval-ignore-output" + ] }, "outputs": [ { @@ -517,7 +507,7 @@ }, { "data": { - "image/png": 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\n", + "image/png": 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\n", 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" ] @@ -544,12 +534,12 @@ "name": "stderr", "output_type": "stream", "text": [ - "Operator `Kernel` ran in 0.04 s\n" + "Operator `Kernel` ran in 0.03 s\n" ] }, { "data": { - "image/png": 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\n", 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\n", 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\n", + "image/png": 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\n", 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\n", 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\n", 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" ] @@ -640,12 +630,12 @@ "name": "stderr", "output_type": "stream", "text": [ - "Operator `Kernel` ran in 0.15 s\n" + "Operator `Kernel` ran in 0.14 s\n" ] }, { "data": { - "image/png": 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\n", 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\n", 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" ] @@ -672,12 +662,12 @@ "name": "stderr", "output_type": "stream", "text": [ - "Operator `Kernel` ran in 0.20 s\n" + "Operator `Kernel` ran in 0.48 s\n" ] }, { "data": { - "image/png": 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\n", + "image/png": 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\n", 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" ] @@ -704,12 +694,12 @@ "name": "stderr", "output_type": "stream", "text": [ - "Operator `Kernel` ran in 0.35 s\n" + "Operator `Kernel` ran in 0.67 s\n" ] }, { "data": { - "image/png": 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\n", 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\n", 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" ] @@ -736,12 +726,12 @@ "name": "stderr", "output_type": "stream", "text": [ - "Operator `Kernel` ran in 0.73 s\n" + "Operator `Kernel` ran in 0.44 s\n" ] }, { "data": { - "image/png": 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\n", + "image/png": 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\n", 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" ] @@ -768,12 +758,12 @@ "name": "stderr", "output_type": "stream", "text": [ - "Operator `Kernel` ran in 0.49 s\n" + "Operator `Kernel` ran in 0.61 s\n" ] }, { "data": { - "image/png": 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\n", 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P5dRZdKx9nn76abz+9a/HS1/6Utx0003Ys2cPxsbGcr4wTz/9NDZu3IgHHngAALBq1SpcdtlluOqqq/Ctb30LDz30EC699FJs2bJlUSucHA6Hw+E4WrHiMHwcxehY6oN7770XO3bswI4dO7B+/frcPq4Ur9frePzxx/HCCy+k+z796U+jVCrhwgsvxMzMDLZt24Y///M/71Q1HQ6Hw+FwdAGWNQ7NcsDj0DgcDodjsVjOODQP4NDj0LwGHoemCJ6c0uFwOByOZYD70HQW3j4Oh8PhcDiOebiGxuFwOByOZYBraDoLJzQOh8PhcCwDmJzyUM53FMMJn8PhcDgcjmMerqFxOBwOh2MZ4CanzsIJjcPhcDgcywAnNJ2FExqHw+FwOJYBTmg6C28fh8PhcDgcxzxcQ+NwOBwOxzLgUPMx+Sqn9nBC43A4HA7HMqCn+TmU8x3FcJOTw+FwOByOYx6uoXE4HA6HYxngTsGdhRMah8PhcDiWAU5oOgtvH4fD4XA4HMc8XEPjcDgcDscywDU0nYUTGofD4XA4lgGenLKzcMLncDgcDkcX49Zbb8XJJ5+MSqWCzZs344EHHmh7/F133YWNGzeiUqngjDPOwDe+8Y3c/vn5eVx33XU44YQT0N/fj61bt+KJJ54IljUzM4NNmzZhxYoVePjhhw/XLQXhhMbhcDgcjmVA6TB8loovf/nLuOqqq3D99dfjBz/4AV71qldh27ZtePbZZ4PHf/e738Vb3vIWXHbZZfjhD3+ICy64ABdccAEeeeSR9JhPfvKTuOWWW3Dbbbfh/vvvx+DgILZt24ZardZS3vve9z6ceOKJB1HzpWPF/Pz8/LJcaZlw4MABrFq1Cvv37cPQ0NCRro7D4XA4jmIcOHAAq1avxv79+zs2ZnBc2gXgUK5wAMB6AE899VSurn19fejr6wues3nzZvzyL/8y/uzP/gwA0Gg0sGHDBrznPe/BNddc03L8m9/8ZkxNTeFrX/tauu3ss8/Gpk2bcNttt2F+fh4nnngirr76avzBH/wBAGD//v1Yt24d7rjjDlx00UXpeX/7t3+Lq666Cn/zN3+DX/qlX8IPf/hDbNq06RBaoD1cQ+NwOBwOxzLgcGloNmzYgFWrVqWfG2+8MXi92dlZPPTQQ9i6dWtWh1IJW7duxfbt24PnbN++PXc8AGzbti09/mc/+xnGxsZyx6xatQqbN2/Olbl7925cfvnl+C//5b9gYGBgMc1zyHCnYIfD4XA4jiGENDQh7N27F3Nzc1i3bl1u+7p16/DYY48FzxkbGwsePzY2lu7ntqJj5ufncckll+Cd73wnzjrrLOzcuXPxN3cIcELjcDgcDscy4HAt2x4aGjqqXSo+85nPYGJiAu9///uX9bpucnI4HA6HYxmw3E7BIyMj6Onpwe7du3Pbd+/ejdHR0eA5o6OjbY/nd7tjvvnNb2L79u3o6+tDFEU49dRTAQBnnXUWLr744iXexeLhhMbhcDgcji5EuVzGmWeeifvuuy/d1mg0cN9992HLli3Bc7Zs2ZI7HgDuvffe9PhTTjkFo6OjuWMOHDiA+++/Pz3mlltuwY9+9CM8/PDDePjhh9Nl31/+8pfxsY997LDeo8JNTg6Hw+FwLAOORKTgq666ChdffDHOOussvOY1r8HNN9+MqakpXHrppQCAt7/97XjJS16SOhb/3u/9Hl73utfhU5/6FM4//3x86UtfwoMPPojPfe5zAIAVK1bgve99Lz760Y/itNNOwymnnIIPfvCDOPHEE3HBBRcAAF760pfm6lCtVgEAL3/5y7F+/fqDu/lFwAmNw+FwOBzLgCNBaN785jdjz549uO666zA2NoZNmzbhnnvuSZ16n3zySZRKWcnnnHMO7rzzTlx77bX4wAc+gNNOOw133303Tj/99PSY973vfZiamsIVV1yB8fFxvPa1r8U999yDSqVyCHd36PA4NA6Hw+F40WI549A8j0OPQ7MG6Ghdj2W4hsbhcDgcjmWAJ6fsLJzQOBwOh8OxDFiBxAfloM/vLoPKYYcTPofD4XA4HMc8XEPjcDgcDsdyIIqAQ9DQYH4eiOPDV58ugxMah8PhcDiWA05oOgonNA6Hw+FwLAcOB6FxFMJ9aBwOh8PhcBzzcA2Nw+FwOBzLAdfQdBROaBwOh8PhWA709AClQzCMNBqHry5dCDc5ORwOh8PhOObhGhqHw+FwOJYDUeQamg7CCY3D4XA4HMsBJzQdhZucHA6Hw+FwHPNwDY3D4XA4HMsB19B0FE5oHA6Hw+FYDvT0JJ+Dxdzc4atLF8JNTg6Hw+FwOI55uIbG4XA4HI7lQBQdmobmUILyvQjghMbhcDgcjuWAE5qOwgmNw+FwOBzLASc0HYX70DgcDofD4Tjm4Roah8PhcDiWA66h6Sic0DgcDofDsRzo6UlIjaMjcJOTw+FwOByOYx5OFR0Oh8PhWA5EkWtoOghvWYfD4XA4lgNOaDoKNzk5HA6Hw+E45uFU0eFwOByO5YBraDoKb1mHw+FwOJYDh7rKaX7+8NWlC9G1hKaBEhpNi1oJnnLd4XA4HEjHhaL/jmMXXUtodu8GZmaA1auBKCo5qXE4HI4XORooIY6BOAYmJoC5ueR72XCoJifX0LRF1xKaJ58EpqaA3l5gePhI18bhcDgcRwNIZnbvBqangeefX8aLO6HpKLqW0Dz3XPLsX/KS5H8DrqVxOByOFztqtWSyOz4OTE46oekmdC2hoVpxZiZ5gZN3qNVWqu+WEx6Hw+E4drGQP0wc53/HMVCvd7hSjmVD1xKaWi357N2b/VaQKFer2cfhcDgcxzZqtYy4TE8n33Nz2bZaDdi3L9HOTE8Ds7PLWDnX0HQUXUtoZmYSleLOncn7s3dvnp1HUeJbMzoKrF8PVCpAuWtbw+FwOLof9I+ZmUl+T04m35zUcgzgvtBkt6M41GXbDbcitEPXDuG1WsLK+bLu3NlKaEZHk9/Dw8k+JzQOh8NxbGNmJiMr4+MZkeG2SiUjOTQ7OboDXTuEz80lK5z4wtZqia20tzf57u/PtvHFtvZX96lxOByOoxchnxkSlHo9k/9FHyAZK5YNh2pycg1NW3QtoSEj5286fvGbLzS93cfGEuYeRcl38vGVUQ6Hw3E0gjFlCDUt0ezEySq3q9mJ2vtl1dA4oekoupbQqDoxjsMsnCrJsbFMFVmpACMjyadSWfZqOxwOh2OR4KQVSCar9J0keZmezlwPOCZwWxwn3MJXOXUPOhbz+WMf+xjOOeccDAwMYHiRke0uueQSrFixIvc577zzDur6ZOfj48nHqhr5Qk9OJg7Du3Yln6eeSjzglck7HA6H4+iC1bzQd0adfS2ZYQwaHlM02e0YqKE5lM9B4NZbb8XJJ5+MSqWCzZs344EHHmh7/F133YWNGzeiUqngjDPOwDe+8Y3c/vn5eVx33XU44YQT0N/fj61bt+KJJ55I9+/cuROXXXYZTjnlFPT39+PlL385rr/+esx2eElZxwjN7Ows3vSmN+Fd73rXks4777zz8Mwzz6Sfv/7rvz7oOlhbKbeF9vNln5vLL/FzOBwOx9EB5uhr5zvD3/ShaXdc6H9HcQQIzZe//GVcddVVuP766/GDH/wAr3rVq7Bt2zY8++yzweO/+93v4i1veQsuu+wy/PCHP8QFF1yACy64AI888kh6zCc/+UnccsstuO2223D//fdjcHAQ27ZtQ61px3vsscfQaDTw2c9+Fj/5yU/w6U9/Grfddhs+8IEPHFy7LRIr5uc7u7D9jjvuwHvf+16Mj48veOwll1yC8fFx3H333Qd9vQMHDmDVqlX4P//P/ZidHcLUVOsLG4pBU60mJqZqNVnGvX59YnaqVoHS+PPJD0/77nA4HEcMs3EJk5OZKNZhpVZLNC90IWj34ZgQRcDc3AH8yZ+swv79+zE0NNSRenNc2v+Od2CoXD74cmZnseqzn11SXTdv3oxf/uVfxp/92Z8BABqNBjZs2ID3vOc9uOaaa1qOf/Ob34ypqSl87WtfS7edffbZ2LRpE2677TbMz8/jxBNPxNVXX40/+IM/AADs378f69atwx133IGLLrooWI8//uM/xl/8xV/g3/7t35Z624vGUZdm9Nvf/jaOP/54/OIv/iLe9a534bnnnmt7/MzMDA4cOJD7AMD+/YlqkS+wqiH54Qon2lrjOAkTAGTnxDGSHqLGWofD4XAsO0hYQq4EVsbrNmuKmp5OPhMTeVLUcTAOzcF+mgOUHfNmZmaCl5udncVDDz2ErVu3pttKpRK2bt2K7du3B8/Zvn177ngA2LZtW3r8z372M4yNjeWOWbVqFTZv3lxYJpCQnjVr1iyunQ4SRxWhOe+88/CFL3wB9913Hz7xiU/gH/7hH/Brv/ZrmGtj5LzxxhuxatWq9LNhwwYAeTIzPZ0nLZoWQU1NcZwt9c4RGnqZORwOh+OIgdHfmYfJugxwoqpxZkIampmZZIzgZ9lwmExOGzZsyI17N954Y/Bye/fuxdzcHNatW5fbvm7dOoyNjQXPGRsba3s8v5dS5o4dO/CZz3wG73jHOxZooEPDkmwo11xzDT7xiU+0PebRRx/Fxo0bD6oyqqo644wz8B/+w3/Ay1/+cnz729/GueeeGzzn/e9/P6666qr0/4EDB1JSY0FepJajej28minn+d7UT6rd1pdzOxwOx/KBy7TbBcOzTr7Wj6bIr2bZcKjLtps399RTT+VMTn19fYdas47h6aefxnnnnYc3velNuPzyyzt6rSW17NVXX41LLrmk7TEve9nLDqU+LWWNjIxgx44dhYSmr68v+DDjGFixInmBdYke9/E7ivIsny88z6nVgIHhYaBSyXWkSiUhN05sHA6H4/DDOv6q34vdxt8aY0bluA3foWPAsq5yOkwYGhpalA/NyMgIenp6sHv37tz23bt3Y5Sh8g1GR0fbHs/v3bt344QTTsgds2nTptx5P//5z/GGN7wB55xzDj73uc8tWN9DxZIIzdq1a7F27dpO1aUFu3btwnPPPZdrtKUg9EInTmD5lBo9PVlQPS79A5Jtk5PAmtFRNIbXYHI86Sj0s/E4NQ6Hw9E51GqZnKbVX2PHqDy2/jMTE/l4ZGqKOmI4TBqaxaJcLuPMM8/EfffdhwsuuABA4hR833334corrwyes2XLFtx3331473vfm2679957sWXLFgDAKaecgtHRUdx3330pgTlw4ADuv//+3Krmp59+Gm94wxtw5pln4vbbb0ep1HkPl45d4cknn8TDDz+MJ598EnNzc3j44Yfx8MMPY1Kcazdu3IivfOUrAIDJyUn84R/+Ib73ve9h586duO+++/Abv/EbOPXUU7Ft27YlX7+IuStTV3uqtcVOTmZOw42R43O5Qeif40u7HQ6HozOw5iX+5kSS8nlmJos7pqRFteyhya2WuWw4TE7BS8FVV12F//Sf/hM+//nP49FHH8W73vUuTE1N4dJLLwUAvP3tb8f73//+9Pjf+73fwz333INPfepTeOyxx3DDDTfgwQcfTAnQihUr8N73vhcf/ehH8f/+v/8vfvzjH+Ptb387TjzxxJQ0Pf3003j961+Pl770pbjpppuwZ88ejI2NFfrYHC50bB3yddddh89//vPp/1e/+tUAgG9961t4/etfDwB4/PHHsX//fgBAT08P/uVf/gWf//znMT4+jhNPPBG/+qu/io985COHZB+0xIYmJiDvP6MvOGE7wEL2W4fD4XAcPELxZYB8+hrCmo9C57isTpZh79mzB9dddx3GxsawadMm3HPPPalT75NPPpnTnpxzzjm48847ce211+IDH/gATjvtNNx99904/fTT02Pe9773YWpqCldccQXGx8fx2te+Fvfccw8qzQH13nvvxY4dO7Bjxw6sX78+V59ORorpeBya5QbX+2/duh8rVgwFNSnU+A0OJkkqq9Uk4zZj0DAFwvr1yfb16/NL/qIIOO645NxKBShH7kfjcDgch4oXaqUW30bKay69pvZ8bi4fTWPfvsxlgLmcuBJqejqf20nHhOnpA7jnnmWKQ/PBD2LoEHwVDtRqWPWRj3S0rscyujZSnJqRCHUqoy+NmpmiKDEpVavZ8dPT+dwgzNTNZf9xDKwZXsYbczgcji4Fl2OrDFZCQ/+X3t5sP+W6EharXbduBepLc0QiBR/K+Y5CdG3rTE0l5KPII57/NcX89HTSaWjmVJLDjqIzB+DY9JB3OByOoxHj40mcGS7AUXlLbUy93kpoNEiqJS42Lo0e72ap7kLXEhq1uRaR2jgG+vryqk1l91pOiAy1bHD27HA4HEuC+s2QeOjqJqJdVmyV2SFfGyuvddsRSU55KOc7CtG1rRNFwPx8a+wZC0te2KEqlcQOa52FWV4UZUu9Z+MSoqicxaRxcuNwOBwLooFSmnogirJo7kCr9kSJh5qUlMBYc1M7cAJ7EAuHDh5OaDqKrm2dnp7ko6ydakrCqh8rlaRD0cxE0rJqVXZOb2+yLY4Th2EgUYVWKsBABZkek0Zgh8PhcAQRx8BjjyW/R0aQJhOenk5krQZGVYJCMcv9uvjDHksXAt2ucciWFYd64WVlX8ceupbQhHxnSGpUa8N9/f35gEvcV61mCheeRyf1vr6M/AwOOqFxOByOpWLHjoxwcFXS3Fw+VphCj6Ovo8r4xYbXcGVH96FrH6k1NdnowIT6znCfXf0U8p9hp9Nr5A5wOBwOx4KYnExkL0kKTUhFxERXKOm20O+iY4BM2eGrnLoHXd06fHdoJ2UmbfWDsZqckF2W6k89z/rbzM0lvjRlvahWxOFwOByYjUvYty8zKYX8HK22XKGEJyRai/wmVSzT/WBubpnFsxOajqJrW6evL0lOST8YoD0T107CzjQ3l18ppWVVKtly7pGRLF3CmmrzAA1yUK36i+hwOBxI5OSPfpSIRXUJmZ7OH0PQTwYo1paTrOjEk7n4CJXfCr2u49hG146yURQOvqSrlZQsqwc9OwdXMdFc1dubucbQt6avL3Eapq23MVxGKYrzQRHcn8bhcDgAJCTjhz8E1q5NFlZQBs/MZOmKNEEwg+IBizMP6dxRE1nqPj1mWWPlu4amo+ja1tFcXsrg22FuLr8SKnS8tevaiMNxjMTsZF3u/UV0OBwO1GrA/v3JQgxr8tfM2qHFGzZ8RkhGFy0EOipEsK9y6iiOhkfcEfCd6e3N7KSVSr6jhN6rdsGbgFZCo/+pkClXouBFGEAqjVfjcDgcLwIcmCyl4S1CQfMIS1hsjJmlgJNaNUNZVCrLrKFxdBRdS2gGB4FGI2P9PT0ZsbHOvUB2nJqeisxTQJbzicu2eezEBACUMMBgNSwojlGLy4gioNy1re5wOByt2LkzWZ49OpqYkwYHM5M+ULzMuihInlV6WyJEh2PKaKvRUd/IUjjBd2fgJqeOomtbp68vYd5WmxLS2Fl1pi7JBjL/GX2XKpVMe0h7bxQlgaEAoLJ2AKV4NneRWq3czM59eO7R4XA4jgXs3Al873vA6acncnLlyrCDLmUw54MhE78eq5NSG37DRnXXsnS+yUTDywInNB1F17ZOpZJXV/IF1g4QMi9ph1iMD43dxmXcAPLrxh0Oh+NFislJYGwMWL8+r5nRWDAhX8eDMTMpbHR4BuJTeILh7kHXEhqamXT1tGX37RyALWmxHS+OE2bf35/FrWklNiWUxGjMmAuzcSm1I1cq7lPjcDi6C8zRxOjsRZoToHjiuFhoOZbQcE45PZ13O+A+q43vOFxD01F0besMDibffJk1GF5IywK0OvpazM1lTm3M9aTvZ39/5k/DLN5RVEKlMpB2HCZfGxtLzjv11E61gMPhcBw5PPhgopmh34wu0Q4FNLUmoyI5TIQIkvWX0Zg0am5S7bzV2HQUTmg6iq5tneHhLNs21Yz1ekI0GNdAO5L6wYTSHRD68jOXE7U3DOEdx8n1Z2YyYmPP3bnTCY3D4ehePPhgMsHbuDGRfdZBtyj1wGJ9Z7jdlkmtOZARF5vAUpEs5Fgm+LLtjqJrCQ0jBTNYk7qzhFSMtnNZRzMFzUXsJAyyR1MTj6GtWCNR8rjx8bBTnMPhcHQDxsaAvXuB447LtNtWq6LBT0OrlhYLym8u3ghpe0LlUmPj6A50LaEhLJkB8uSliCwvRKJD5iv60lC9SXKjqRd01lGvMyFbsm5weNj9aRwOxzEImQE2UEondJR9RYoFXT69WKhMV+2MkplQ1Y6KgHtucuoourZ1Bgez+ALWoZdQu2p/f+bfYlm9tenyv5qp+M3fe/dmHZqdmgRH1aA7dybamslJ4LWvBYaqh6sFHA6HY5lAYVitohaXMTaWTNCAZIn2QosudHs7qE8Mzf0kMppnz8psG76D35onalnghKaj6NrWqVQyQsN3YGYmbwqiFoXvWH9/8csdWko4MZEnOPSpATKTEq8V8uiPY+DRR4Gnn04I0JlnOqFxOBzHIBJVMxBFmJjOCA1l4GKWYofM/fqtv/v6EiKj5IUp83Tb9HRyrA2Yqh93S+kedC2hiaJ8tu1aLVuypx719NGyvjIh3xnrV8OATLVaUg6XcdvQ3qGOyfJqtcTWvGuXx0NwOBzHKMTjdm4OaZqDkMmfCPkpUmtifWAUKk+plbHaGjuJ1BAddlXTshIa19B0FF3bOlGUaGgYOhsIv7i6f7HQzqeOxiF/mqL3z85GSLpm41LuGI9T43A4jkq0EZw6bofITKiYpchhJShWxob+a9lHVCPjq5w6iq4lND092bNn5yLB4NJshZKeIntr6BvIzMd79iTfVLFWKpkWR5d3A9mEhscND+dj23D/ySd7qgSHw3EUQp0Ihb309CQyrVrN/AWLzEncFsetq0EJS45o2lcNkNXO2PPawZUe3YOufZR88dlJoih54TVvh0b3DcE6k+l5NA9pjBn+phNcX19igtI68ZuyAMjszHv3JmVrgL71653QOByOowyMPaGsQZxXSGgoF4s04SpjGWKDYIRhIC871XeGZKa/v73PjW6jS4CODcsGNzl1FF3bOrqUT8NdF4Edh6SniOTojIO+Myx7YiLpxDaRJcmPziJsninVGs3NJbJCZywOh8NxVEFXVAhIOHR150KhMji5BLL9TJtAkLyoj4xNHLwYvkATFMt2QtM9eFG2DjuOnTXQ78UeZ5NYWu0MZxgMtKeOyCEULRUMmbOSMkqpaaocuT+Nw+E4QljI4SWKcuSEsKuMrMkpdImDdRcpIk2mmkv2nXQc/ehqQmM93bWjWQdejUkQ2hY6h9egecman9QLH2iNj8DzeUy9npGg6elEU7RzZ/J/fBz4pV8C1q093K3kcDgci8DkZBZgi1BBFiVB9awMZXyvkPykpnsxpv92JGUhkmSryuPtZLXjcA1NR/GiaB06+ioxIXmwxKVWy7bbjqbbgKwzUMWqcW6mp7PtBANNsTNxBrJyZfJ/ZiY5h0vMa7WE0ExOJt8jI05oHA7HEQIFkWaZBBKB1kzURPmp/omUi+r4qxPFdoTGLtJQE1TovyJEgrhtIfLTMTih6Si6tnWoNdH//FYnNWt+Cmlw1HQ0PZ0nRvPzc5iZ6ckxfaY/UL8Y9bWh+QhItjGZmpq8+H/v3uSzY0fekdjhcDiWFXQEBhICozld5BArX/UTMterfLXkgjI8ZJYKje3c3s4B+YhyAl+23VF0LaEB8mRlMceF1KFFtmCSGaCB+Xlgbq4n1znVl6boOrrd1rXIn+bAZBKnJoqAgYr70zgcjg5C7eeqSlHBJB65VsappiYk9+zvdmO9juULmZ8W2mYJlqM70LWEJiEciVaDKlCqQ/VjTU26LeRjo0QGmAWQ9Ih6vQf79lVQqfSkS7UZnptaRu1Udl8U5dMlqBwBkm27diX/9+4FXvISYPMvL2ODOhyOFx927kwEzshI8k0hCaRmpvR3pYLJvZnMnZ4Gpqay/zrhsxNHgr9tZm7VaOsksZ0PTMivJo4zTfdCYTs6Ajc5dRRd2zozM0CjkXUmLsWens4TF9p32eGYksR2Pu5PyEwdCZmpIyE0swB6AEyhVhtErVbG9HQv+vvz8RImJjKbLzW2mv+J29RJuL8/mZlUq4nZaefO5Pvss53QOByODuORR4DHHgNOPz0TnkxiR8bQDDozGw1gcjKTuSQz/K/+hypbFfQtVNJC+RnKps3YNXNzQQtY7rdOVLnPCU13oWtbJ46B2dmkMykTV82LOquRtIS0qplmhtMBJTUkNtSH9gCYa5Ko3jS4HjW2GuHSdqTQMm9Vxe7ZkwiJ738fGB09vO3lcDgcLRgbS2ZQw8MJ02BQLxsgRhyCdeI4PZ3XkltHYJ5ehBCJKXL0JUJaGzXlW58dNzt1D7qW0OhLXRQ3hlBn3KJyEs0MkJAZ/UC29zS/SwDmMD9fSn1rFFbdyiXflkixk9oYDkDSKV+oldL/1arnfHI4HIcBmtJAhVLIIVVs5mqW58RRZZeVw/a3QieT7aBOwDxWA5mGylzo2h2Fa2g6iq5tnbm5REPDDsbZgvrKaF+1pidVT+bNTNbkRC0NkGlpepH42PSiXi8jjitBzYyuemJ04L6+ZBk3Ua22OgwzNcI//3Ni1u7pAX7zNz1FgsPhOETEMXDPPcnv9euztNlkDrR/Dw4mWptqFahWcWCyhMnJvJnJmptUM0LTPpD3jwlBV4qyKlpdwp5vzUv2HOtasCzwVU4dRdcOgTMzyQvNl5p+NOxkamKq1VrtvJlGpgFgGnkiEyI1QKahKQOoISE2/Zifn0O93oN6vRcrVvSkGhmaoQYHk//0nwlpZPibx+3Zk8idRx5J3vFf+zWgXO1cezocjhcBajXgr/4qEU5nn52tVGBm30olEVhr16aEZhZl7B1LDp2cTL737Uu+VbaqzFNCAxQvwS4Kp2EDlLLqWpZVMNmyOQZMTR1yqzmOEnQtoanVgBUr8iuUqKVRJ1/V4OTJTAOZWamGzLwUIjVWQ9MAzU7J7x4k5AaYn2+gVktMUTrx6e1NBMDgYL5DkpAzVg23T00BDz+caGnsrMXhcDgOCnEM/NM/JQJpeDhTK6u6g6sdmmSGJIaEhpqaIm24XXBBOacJJkMTOftb92tZQEZm1FfHnuOrnLoPXd06IT8aoL0tNU9mgFY/GetLg4L9MMeW5H8prZ/af3VGovVmtEzWVWceRK0GzMZZjJrkKu5T43A42iC0MmFurjjVtfnETWdfm7/JEgbdF8r1pOcpqbGy0EYGtg7B9v9i4ISme1A60hXoFGz+JQt64vO4rJOpZsb6ybT7zU8NiYlquvl7Un5nx9frddRqc+mMZv/+RE27d28y05mYaJ3tWIfhKEomUcPDyUKEHTuSRQl79iRlNLr38TocjsOBxx5L7NaMB7FzJ3DccVmeFpqZGGOi6TOD4WG8UCthYgJ47rnMd4aaGpr4VW5xxVNIe2P9XWzkdXUStjI9ZLpajObFTh67GbfeeitOPvlkVCoVbN68GQ888EDb4++66y5s3LgRlUoFZ5xxBr7xjW/k9s/Pz+O6667DCSecgP7+fmzduhVPPPFE7pjnn38eb3vb2zA0NITh4WFcdtllmOxwuPuuHfGs/TX0gmuHA6idmZUPSQjJyjTypKWGPFFRIjMlnwPNTw2W8NTr9dTm/NxzCaEZG0t+j49nBEdj5xBRlPjtjY4C27cnJqidO4Hdu7MI5Q6HwxFEHAMPPpjYrR9+GPjhDxNys3ZtQmqAjMzQCXh4OAmyNzyM8fFMZu3Zk6VpUfOTLsaYmWk1TXGf1egw2GkRcWlHauw2VSpxu00xs2wIaLmW/FkivvzlL+Oqq67C9ddfjx/84Ad41atehW3btuHZZ58NHv/d734Xb3nLW3DZZZfhhz/8IS644AJccMEFeOSRR9JjPvnJT+KWW27Bbbfdhvvvvx+Dg4PYtm0bauJh/ba3vQ0/+clPcO+99+JrX/sa/vEf/xFXXHHF0ttsCehq/VURmbHb2YES0DeG5GbO/LYaGpqoIL/ryExM6lxcBn1psuMSIlWr9WBurjf1+B8czN+L7dycODFP3L/+axZcatk7qcPhODbBJHFUoczM5JNPUtD09yefpoamURlIY+yNjycaZmpodIGFjbo+MZGRFRavjr76DRQTFRvHy/rPFPnOLFR2x3GYTE4HDhzIbe7r60OfJi8U/Mmf/Akuv/xyXHrppQCA2267DV//+tfx//w//w+uueaaluP/9E//FOeddx7+8A//EADwkY98BPfeey/+7M/+DLfddhvm5+dx880349prr8Vv/MZvAAC+8IUvYN26dbj77rtx0UUX4dFHH8U999yD73//+zjrrLMAAJ/5zGfwxje+ETfddBNOPPHEg2+DNuhaDU07HPz7tBifFCUwoe32f0Z6dJbC/yE7skIdh62qNo7d7ORwOAw0DwE/tL+TGdhIdtZ3RiaCag4C8gsxQkHr2jn2KtoFyLOwCoxD5Q2dQgOlQ/4AwIYNG7Bq1ar0c+ONNwavNzs7i4ceeghbt25Nt5VKJWzduhXbt28PnrN9+/bc8QCwbdu29Pif/exnGBsbyx2zatUqbN68OT1m+/btGB4eTskMAGzduhWlUgn333//QbTc4nAUPvLDg5Afm92v2ozkdw/m54G8A28RFnIIDh1fMcf0yL45zM8n0YUZUVjratWk3M9FCLoYQZeiJxrjpBO4k7DD8SLH+HhiZqIvDNC6tIg5mhhvhsdKbhabE29yMguLwW3Wj1G3ESGtzMFgMVYZ6+PMoMdHI/FZCE899RSGhobS/0Xamb1792Jubg7r1q3LbV+3bh0ee+yx4DljY2PB48fGxtL93NbumOOPPz63P4oirFmzJj2mEzgGH+Xi0NOTJKdsR2aArKMx1EKtVkZiSlqsNkadiFXrkicryWcKrYSGxybHz8/PYXKy0lLfIvsxZU+lkq2GooAZG0tM4ZV8cQ6H48WKvXuBL30JOPnkxAEPyIJfUbDQ5NR0/k39Zpqkxi7VVp8YDaZnZVZoYQP3qZanHSEJyXJ+UwYyxEW9nsWYCZ3LGHfLSWgO1R2A5w4NDeUIjSNB1xKaKEri0IReVtVukMwwFkytVhSJMbQk25IZS1ZmzbEVs19JT/a7Xu/F9HRPWkdrStL7iKJsEsWVlvV6Zs+uVIDVq4/NWYjD4TjMmJwEvvUt4IwzWh1ZCNXQrFzZoqWxmhmuyJyYaI0KrD4y6vRLeaTm8jhOFlItFZSDqq1W0lS0lLu3N9PSLBcOF6FZLEZGRtDT04Pdu3fntu/evRujBQkBR0dH2x7P7927d+OEE07IHbNp06b0GOt0HMcxnn/++cLrHg50tYOFsnd+2zgGYZtriNT0BLa3a75Q7qeG2R/aDgCNYN6TEEKdcbHnOhyOFxkYGrfdyEph2CbMfrtwGIv55mUOB4q0LIewMKhrUC6XceaZZ+K+++5LtzUaDdx3333YsmVL8JwtW7bkjgeAe++9Nz3+lFNOwejoaO6YAwcO4P7770+P2bJlC8bHx/HQQw+lx3zzm99Eo9HA5s2bD9v9WXTto6aGhoxf0w309WWe8EC2MhEApqd7UaspUaH5yZqHaJpShMlJtm9atpdlO8Gy5wD05mYWanu29mJmpLX+NNqRk7JKKNVeyPTC69e/uHu7w9Ht0PgNtVoSH0Lt0O0cgBkRmN/Nj0Zbp18Ml2WHgubR53hmJr89jos5k8o1lW9qJrIyz7oEAcX5NNXEtZzpkZZbQwMAV111FS6++GKcddZZeM1rXoObb74ZU1NT6aqnt7/97XjJS16SOhb/3u/9Hl73utfhU5/6FM4//3x86UtfwoMPPojPfe5zAIAVK1bgve99Lz760Y/itNNOwymnnIIPfvCDOPHEE3HBBRcAAF7xilfgvPPOw+WXX47bbrsN9XodV155JS666KKOrXACupjQ9PUB5SZn6O3NEj6GZgw0G5PgjI/3YHJyMOAgHHrzuYTbgts0t5MuCdfyNKllorUJrQJQbRI7NhO2sWOTrOk2Las8OQns2gU880xmF3c4HN2HOE4c6Yi9e5MgVRs2ZH4ylswAmfMvnYIpTJomp5lxtDgFM7XMzEyrjJ2YyILp6WWAcPRfIJNrKst0oqbb9KPXVR+daZlL9vbmF1i88MJSG/bgcSQIzZvf/Gbs2bMH1113HcbGxrBp0ybcc889qVPvk08+iVIpm8Sfc845uPPOO3HttdfiAx/4AE477TTcfffdOP3009Nj3ve+92FqagpXXHEFxsfH8drXvhb33HMPKuKw+cUvfhFXXnklzj33XJRKJVx44YW45ZZbDv7mF4GuJTQc8Nm+tKtylsAXg52MfVgxMUEtCoMFlZDX2JCAqPaGfjWqvZlF3qcGzXPLcg6gZiomtCQsoQnNXiqV7L/KqlwHr9USMrNzJ1CgcnQ4HF2AOM5raJ56KvnPiUyRPUYJDBMsNbe9UCu1rPZWImMzV1PmMmYNJ5btFMMq1zhBU1luq8hvljk9nU3kdCWrdS+gZilEqLoNV155Ja688srgvm9/+9st2970pjfhTW96U2F5K1aswIc//GF8+MMfLjxmzZo1uPPOO5dc10NB1xKa3t68KrFoWZ86pdnjin1kSmjVrpDULISieDQ9BfvzYH2LBMJili9ibq51KuWmJ4eju2DVAezzVHWEEBIwi3REscThcGMhPxmrjV7o3COBQ023UBSHx5HgKHnMhx+WjSvLtypJex6P6+3tQb1eRrI6iaYiRgimlgZItC2W/Kh5qmz2sRzuazVlrVjRk5Iy9dFTjYwNEcEPZzZMv8KZTTlqZIbrKErU0WNjSbTQTZuSpZwOh+PYhZIYO3JaYWid7Pr60CJ0zCeWpdehUBK2SJW1dMUJLdagxmXlyrxpSTU1egt6jJ24hjQuIVl/LC/bdoTR1YSmVMqW5VWr+RefqlEGsdNlhdVq9p04CQ8hn7dJwf915ImJal7Yw3pl36zs70FCiBrptoxUZR3aaH+xejWwalUiBDRkhHb6lSuBMq81KcEhKpWEyOzaBfz1XwN/+IdOaByOYx1xnDj887eqLXp6sgSToVG8tzeZJfX3Z8eKg0ojKufITBxnGgebZ46XV6IzPJwRk7m5TB4bFx0bwy8nB9W8pKTHmqN425Tv2gxqFlOy5Dj20bWEpqcnrz3lC2+zulJjoyueOFnJ4tP0YGKigszBF8iWXFPDYgPpkaQAeQ2NjVsT1iHaSRI7rXZqhongb+aP4z2nfkEkMoxsRemwaxfw8MN4/nvfw5pHHwWaHuoOh+MYBQkNR3B1pOvtTT52IYCyjv7+TFNDodMUPHYhhVUGWXOIxs9Sp14gc9LlJTSRt3UCtg7CupoppGVRMsMxgMdZjucamu5C1xIagtFzi9ST9jf3c8y3x5nSm9/5aL95MmN9bYqMoD0tv0PaYe3ERZ1Zv0totEogSplmZKwXAKxhSE3C/WocjqMaNk/bYU1tEvKhicMBPhc63W4PDcpqJrLuAu1MSCqnef9sF57brs5OaLoLXTtiRRGay67zHYR2XCK0lFBNNlRZZv407B0NtJqfSsi0MVzZBCSmph45huYp+8mcjdmJQ6Zs3oNqZ6it4eSKGpqWWORcksDlCQCqaB73yCPJicybsGlTFh7d4XAcVWA3HRlJ5MFAZFQmXIrEUdTahazKxUJG+wZKudgtVjujEyw9nakM7OQrJN+sX0yBG096np6vZK6EBqKolJvIsp6sO8nOcjvZulNwZ9G1hAbIBn+rXmTfHh9P/lP9qXZh/lc7bxxXMD+v6Qz4bYkNkPnDlAD0IyMsdSSkp4yE6PQjcTquNH8r+QnHWlB/meHh5P/ISOJPs3YtUIpnm0s2a1kOBJKa6enk/9RU8h3HGK5UEsn493+fXHRsDPinfwKuvdYJjcNxlGLvXuB73wNOPx14yUuAgf5aNlprlkimvbaBYoBWZkJ7u2EROhdSWKdfTQkFZMRFHYKtycfKN5ZF/5ZQHBoukEjNWMYDuRRFaVJee6tWvrsiunvQtY9SzUvWXKN2VBs3Qf1t9DufvBLIm47KyBMc/e5BQlZ6zLHUyjAeTVl+l1pmLvoJrW5atSpxEi5NHkiEGXsvNTR792bCjdsYo+K005L9//zPyQUfewxjP/4xRv/1Xw+i5R0Ox3Jgzx7g4YezsDLresUXxiZVorBjmF9CVdT1el6DYwgNtRskBPxPLYxqtXl6oKjcPivjrNwjsVENDpCRmXTlZkDLVFLmFMcoVyqIolJO+7PcMWjc5NRZdC2hAfKqRrs9xMp1m1WR8uW3BKg1krB+7LYQ8qYmIFmy3XJUYCahnT+1Jat6Gch3ds7UrACgJzRVVuPjmASSSFgOh+OIw/rLAElX5twFQKugC3nxFtksFhgpFzOQUj5x0qjbVY6G5HHot567UPytQlhtVFRuMTV1e+qDFxO6mtAQ2glsJF0lBPqSh/p9Uk6ItKgzXsgvpoyMtIRWQKl2ppwTACQyumzRpFZJP6V4NuwzQ/va9HQmBfXDWRn1uPV6khf8uecSvxpOu2o14NRTs6VUDodjWTA+DjzxRGJSHhzMIu7SfyY3maFmdmIi+XASo3LBrmGOosSeVCz4gnMhc0iq6Altp8a7yDfGyrzFkJcGSsUpggOjf+Jrkz/D/VK6B11PaDgjsCpO7WBAWE3K/1w2CAArVvQ2nY1nkTc19cpv7TA0OZXlGKZH4D7ur6C3tydduhiKPaM+NFymPTgIDESzidlo7948eYnj5PfevZlAo7mJZqi5uRY2VwUSMvPVryYXmZpKlnn/7u86oXE4lhm7dgFf/CJw9tlJuCi6tq1fn5ibBwcBzAhpYX8fH89PauyKR41XodkmC2AJjZ0MangMKn5VfgEJ4bFLskPB9KzmxMrmlK/ojhDbMuqiI+kz4xqazqLrCQ3QqtLUPE9q/22nelQiVK9T26KaFiAjK3YJdkZYEugKqUGQ7PT29uTyk4SyaKsPzcqVye/Vq5EIK5IUCjE1NSmhoZPwnj2Z5FHnwXo9ITQ7dybnj44m5zz6KPDrv554ITocjmXDrl3Af/2vSVft6clisaxfn/T//n4AU3F+wsIPiQrtU+pAaE0yaqoGgmoStV7zkKKMCUB+MqaX0xg0SnAo63QlVJGvS3I7AS2N3qfdjvKympns5Z3QdA6F2rpuRIu/Cdo7hYWOyTqC9ZHh75LZrp+yHJPft2JFT0uagyIipmaznO8MSQm99aan8ysc7DLOJnlJdcQ8bm4uYboTExlB2rs3Wf3U6kTkcDgOIxootXyodOECRa7QUc1GzmdmejpzAFbyEvKr0f8K879oMKYcsvKL+/Tbnqdk5bBrTixZk+s6uhNd+2jJ+os6YCjOgRIFCyUTc3M9kgl7DhmJ0YzbQNgR2GpvylixohdRlF/aqHWh4DKBOzPfGTQygcXEk9PT+SWaqnbmbE2dfqlqbh4XA4iYIpeand7eLPeTVqQolLrD4VgyJicTZejq1VnKllotW82UIzFILMAD0Wx+9eLUVBaaIbTiKWQ7CqG533IDa5Xi6XZZN5B3EqZ2R8uilpwkTbdThmv8GGCBAH9Faox0ezmVpXG8vKkPPA5NZ9G1oxBzGmkHYl4nvlDsfHHc6rBWlDYhswMXqXYWExGYS79LqFR6UvLCOquvDIkOBRmXaQ8PJwJuoNLIx5yYmEjIjMSZAZCpn6llIbkBsnCac3OI63U0kFCyiNGDV67M4og//HBy7IYNWUVOPbU1nLrD4Tgo7NoFfPazwFlnJV2rUkm6+OmnZ07AlAc9PcCa6ACwS/zn9uxJ+jnDNVA+AIv3tgXajrx2FZP+pswC8ku8gbyClwRF80GpNQzIx5rhdl2+rSQnqHVSNE+kjB0cTM5lANblgJucOouuJTSDg9kya3YGqjbZCTSgnjqwWbMUoc7BtVoP6nXVxIQycKvzr5qXetOIvqrc0KRr1Wo+vpUlNNWqkBklNDMzCZnhTI09aO9eYN++RNAlAXUQN6VGqVZLSYyGCIzrdUTj4wmhqdeTCj/2WFLuxo3AccclxGb9eic0Dsdhwq5dwF/9VaZ0HR5Ofr/85Rmh4UqnAbwA7NyVTVj27AF2786Tm6mpbEKi3rlAtuogBNHe1KfzPKGdYseakghqWUKXsfvU/Y+/p6fzZept5E4KkRoOAnGMciVZ6dTfn5Q3G4qL6jgm0bWEJuSDAuR9xXp7k/Ff7bxFzmKJM3Beg5M4B2sMmsUkOknMU3b5OJCfeYRMYNZMlrOLqyqKUsCqmGlSampjUk1M81s/JQBx87uk06p9+5KLj48nFZ6YaJFSyVLKw5hXxuHoYtgYM0kXfQ579x6XyzO5cmWrvMC4OPxyQqO+cmpu0qh3dHo5VJVBAUJERyP0AnmTkvXfDVVrbq6Nz2MRUyrYpu24nNZy19B0Fh1zCv7Yxz6Gc845BwMDAxhe5DLf+fl5XHfddTjhhBPQ39+PrVu34oknnjio6/OFtfbmkP8M0Jq0cjEveRIATxmQdfYtIeRHo3XhR+24Wkf1+teomWl9rZOvnUZp+HMRbo16HTES8hKbjyU3OYO16ocnJzPTVlMbNBuXMDYGzMYvKn9zh+Og8EKthB07Eq3Mnj1ZxAVgOPWfYf9niIZqtRkVvPZCPq0J/d1UY6t9nwsEuBgAaBWUi1j+s4DvcMs2XrLI71jlXMiUtRAJCE6eQs7PRmtjx4DlgK3OwXwcxejYo5ydncWb3vQmbNmyBX/5l3+5qHM++clP4pZbbsHnP/95nHLKKfjgBz+Ibdu24ac//SkqLfrF9lDfF9E2ppoZ+tPY/ms1J0UvEsuI416xwTIuDTU3xR5ceo1QrhL6zXBpNs1N/N3fj9blmNTS6CyNn6baORYiQ01rCRl5CfWXiA7DiVoqywdF0Ax16qnYN388Hn44iZexZrjtI3I4XvQYHwe+8pUktswJJyR9f2oKOOOMHqxbl0+mW60mx4yOAuXJ57OVh2NjSUFPP535yY2PJwRHnYJV2FUq+XXXFDArV+YT2DUFkprr+a1y0SqLKYqoFA5BL68mfmpuFFpmSPNeWKlQIXGMEoAoKreW0WG4U3Bn0bFH+aEPfQgAcMcddyzq+Pn5edx888249tpr8Ru/8RsAgC984QtYt24d7r77blx00UXB82ZmZjAjrvUHDhwAkF8JpJMROwPQjqTHx3F41sDjeGyWwNbObNqlO8hrWpTQ9PS0OgGvXJm3m6dm8L211uiflsxMTiZmombU0FnktTFAntBwrqNznkqthhI9ojndUv+cHTuS64yMYD8SQrNpU+GtOxyOJvbuBb7+9cQBmOGdxseT/nPCCfkAm5VKQmZGRgDsGssTmomJ5Ft9Z2RVYwNI+rBOTnQGpQ56QKH6QqNChAiM8okirYxC5Sz/20tbbc/0dMBlL2Sv4seqeprHktQsJ6FxdBZHjV3gZz/7GcbGxrB169Z026pVq7B582Zs37698Lwbb7wRq1atSj8bNmxI97Vz8OX+pUDtt3lTVSj2zNJAcmNj3mjnDkbQLNLj8psRg5sf1cRY01JoW9ATRiUXhWaT4MRxfnGVw+EoRhwn5iYqVZiJZGQkWxTAfs9JTqWCvImJvjNqepKovy2mY42KB7TawHW7bFtIXmqRRfyiHUIExrbVoncUOeS0kJqGm5y6CEcNoRkbGwMArFu3Lrd93bp16b4Q3v/+92P//v3p56mnngKQ74shvxn7sc5mum3pdtalERtbvsaiCdWb56QITZE0Lo3a0BEmKXZbSbYHhSGvodqhyUkMD8uip+b2BkqYjUv4/3aU8OSuUjDRnsPR1TCxYBoo4YVaEjBveDhb4Uhzsmpm7erGMpoxZxhvypqXZQLTAt0WSroEtAqeJop4gxU9IW2NPT5UXoiDhEw0lMst7j4LMYGQXSyOl3UBgxOazmJJw/Q111yDT3ziE22PefTRR7Fx48ZDqtRS0NfXh75AZKRS7QWUByooV6LUQZXvNO2zDL7HmVBfXyInCG6z0cDDKMl3A8mybSDzowkbP5VIaeA8OztTH5ve3qYjnO2s1tzEmRqXbYpN2ZqXqKHRF8JqbUqSGiGX5pdZusfGcOKpz+O1r12DNZUXgPHJpjQuY9++xFdg5Urgne9s144ORxeCedNSZjKUbjr11MSUNDyc9HtqYkZGkm0kNOvWAWuqs5lpieYlXbI9NZXX0DRJS07Qsw8XOWSoE1+lgtm4lFtWbZNUMuxVc06TW2AFhAmM+jjaODRRlA+bo+cWJq5UOWhXeWlB/K3/X3ih4KE5jjUsidBcffXVuOSSS9oe87KXveygKjI6OgoA2L17N0444YR0++7du7HpYBwypqaAchmoVFCOIqBSTjsFSU1/f8IBaJ+2hIXkgb4yIS2NlQlc+TQ/zx0a5GAOQG/hiiobUE/JDckMf7eYlRhQj34zAfWzkhPrK5MjLmZful21PUA2wxNCg8cew/9v06bkdxwD1SriyhCeew74m79JBLcTGseLDgxw14yeGVeG0k0bNyb9gnEqAbRoboaHgXWrhcw880zS7/bvb83bRFLTNDeVgHwGydDa55Aquyl04jgcAZgcQudRnOeEyIxyKM1HxX0Knq/59gid2LWcZCvBgkJCN44zL+xlwqFqWVxD0x5LIjRr167F2rVrO1KRU045BaOjo7jvvvtSAnPgwAHcf//9eNe73rX0Ao2OLqpkHu0aBThEUjQ+TciszJeKnXDFCiUwxMLmJi031N+s70xbs5eqmFVfK/marGJ1of8t21QiadkqPBi8j6qu5jQsjrNclw7Hiw5MNSLLdzRwngbV5IeaGkD8ZjhZmZkJr2bU5dnNPl8Cwsux2+UPkIrEbTTULCJkdgqhaLuueNLjio63ccZyF7B2r9C+xVSqA3BC01l0zB3qySefxPPPP48nn3wSc3NzePjhhwEAp556KqpNar5x40bceOON+M3f/E2sWLEC733ve/HRj34Up512Wrps+8QTT8QFF1yw9AoswegY8k2xZMOSGiAfeTjRzGiH7G2SHBUaPS3HFfngBX1lYJJR8uJWB0yIwAqRFV3dxP92X/BcnWapkds6J4ozYRQlgYWHhzmBStTYTz+dCO5fONUD8Tm6BDt3Ji/56Gg+WiYhfVQUIakGFijwnVPSQm2s9vuFfGeopWmXuto4C1t/N6aHs74wVgzZYi13sqajdgFN9bdd4JG0S0D2LZZRuWNKV6FjhOa6667D5z//+fT/q1/9agDAt771Lbz+9a8HADz++OPYv39/esz73vc+TE1N4YorrsD4+Dhe+9rX4p577llyDBoAeZtqpdJ0/CrldgN5skLhYk1T1Ezyt26nOpQrlFSbOT1dQa3WC4C+K725TknzERNPcpvR+Obi6VQqQDlqJJ1YBdr0dGtALbGVW1MTCYsSF4Xdnv6u1zPpoxohzh737kWa16FpPyvVXsBxxw1gy5ZkF1d5790L3HFHslz1ox/16MKOLsFf/zXw7/8O/PZvJ44wIyPBQZPm5eOOyxJRaiYC+s9UKs3kk2PjSafZsycxNTG9CWPOcE21YQ+p5GMsGk5EgFZnGB5D7UycF6UUOTyVJCaknVEio/OeKEp86dSUDhRbwmxsMLr4VCpAKZ4tJiWW2OmNaGHLGNzF49B0Fh0jNHfccceCMWjmTVawFStW4MMf/jA+/OEPH3oFqI4l84hjMJCSVW/yNwkF33v1bdFsr0pyenvzjrs666hWgcnJHuzbVwHQwIoVPbm4MxzzNRqodQImwQGEfNnVRfTK021GsIWWYLcjMxFa/W3SxlMNjZqc6EsDJEK8XmcjYPXqAbz2tYkMfuKJJN3Mzp3AV7+6A9/73qn46EcX91gdjqMeX/4yaj/+MSonnQScdlq23YzYjC0FJN/0w6UMIaEpxbOZE/CePcBzz2VrvElmpqbyGhpJMptO49qZmDgBUifaJqFhF+daAFq1lMSoY69ezgYvBzLHZ5I3nQwSlsCoe49O+jApEzgiZG7SfZbQuMmpa9C962d1utDmLbCB9fgd8lkJdTJ7DkkIZx/VKtDbm6RBIAHS8mzsGe28Wr84Np1eHXkoiKz6GUi/QxqaQ4INOqFTuMnJLP5Nc185aqRBwfbvT2Tzrl0A8FPs2bPvUGvjcBw9+PGP8XMgYe101A04hVAekMzYOHdR1CQzNvmsXckjfnIhDQ2A9mTG2o60gsiLEtW46CkhMVsUl4ZFL+gXGIAen1vpuRgUOfk4S+gadExDc8Rhe1ocA00NDXOyKdi51CFY7bz9/clxKpv0XP0G8ukVEpNRT648a+pSEmPLtb9bdL72ni3aCbMClJAnPW2NQSGpFMgrVa2Wc6sXEleq4wBUMTkJVCqtNCuKCnK1OBxHCnv3Jt82XC3f90oFZasxIBY5imd+MwE5Fgr6YmwR1ly8KC1NACGuczB8gJMyO6lbLNT0FAyUulhio0umqKlxDU3XoHsJzdRUnjHEMUrxLGz+DhIOyiab/6m/H2nG21BuKMLOrFhWvZ6ojkXW5WzA/FZzE5CZo7R8ICmnrBqREHHjxQoMroURgJERGX4Kj7XLslhZa4uXlRnr169BtZrPmrBixf+ETZsS85Ou9mBR1SpQ7t631HGsIY6Bb387ed+ZqyCK8lqT0VGM7NyZ7KMpVnOaiG8KkB/g1axdqr2QrWqieYkJYa1zsHyKwjKkk5SQXCiqUHMXoz+oz39IWUTZqKufCDWv6yX7+vLpaXQfl6+rCS6K6EdoLq4ysV1QwenpfNRUX7bdNejeoWL//ryKpcnGK5Vyai5WEkJCY+Mw2XgIfKEmJ1szZGvwO3Zu1e7w3CjKhzHX3yFzltYnLYgdd3o6+VgyUxDmfCEHYEtocqTGTq1sKGU1d3H2w6Wq4+NYv35Nmi2YuOgiYNWqxFH45JOzdiMSJ+hApR2OI4FaDbjnnsR2quuq1Sl+dBQV9jnGguKo3DynSGnD7Wk0YJZLMhPKpt2MO9NokhmgOC8b0AyQCbRXlTQrRFGjLnqsUohPqMJD5R2QiOOVK/P9m+KiaFU55W9fX94013JhNXmrdkwvpL81sM4yBtZzp+DOonuHipBqNvAmtfOLoQOvdlYNsqexquwyS4XKPL0mOzGvE6qX/g/eIxA074SwGMONNTUV+tq0W/qpH/EWLMcvYPXqAQBJuJrh4WSS29OTyes0Vw0OreM7HB1BHGfLsjVaNknH3r3JqH3cccl2qjKAnICIjSxg0bnr6CDNiUtBvBmuZATy/nIaJDPXl63paYHOZrs1uYQVsbyf0DLtRcXTCoCylk7EQVOcrWTRTShYyenppVXIcdSiuwmNjc8Sx81kZKW2gezU7MP9Cv2vzrv2GKttsD4zahPW7UcLgqugigJGKKytX2ZS5UoDvb0lrFyZzPo4cR0cbF3GmbaHnV2xzL17s2WxDkcnoe8d0L6jqgmWMx279rjNqS0bQhMXQjSwoTALhaQmJLDa1M2SF25rW/flhMocu11xEP6EhxNucuosjqLh8zCD+koKIDpn1GqoVgfSzsdAURqGe2Iim1TZ1YzU0PB4O/iqTLCkRmUcVaeDg5lWQqOC2nIXfJFD0kRncAKb2sBuV3NT8AXp6UkqzjXrKuztzY6PZ+c1nYnWDA8jikqpTZxFbtjQ6mdZjl/Iq5dJZMbGgL/6K+CCC4D/+B8LGsXhOAzgO0d/GJqaOID29mZmXyBj6Zpp0jiIheREHOflQE51oxHtKIw0WnctSW0C5DU0tv+2aGq0MlQby3/tejMz+TRR09NZtUJmJBat2pmQIpn71UcRyOe207bKLRKwWiwm7FTokiz9ZqGN5U9OeSjnO4rRvYRmdjYz9jIeCgBEEUpNX5o4TjqNnXRFURa5Xzsqw9pUq0nH5jYeZ01JtlOrytQ6B5MfhExNwVmbhWVTBaseVJjFWJjUFIJezEAmVMj2KJmt9GKAsVoNQ1GEoUqE0bPXpKcMVRtJwyu73DuecyzG5CTw2GPAI49g51e+gpMBJzSOzoDvb62WEGgGsWOCSR3JZ2ayFTTqX8NjSWgqFTSaIRwIS2hy3bs5CWsxOZFMSQBNzRrHcc/24ZwvnHrokjmY9eOsF+N2Tk1l/jNMSKmmJu3yLJo+hNqkOjBr7C2FysncvpD9S7OPW00Wf9vAOCzYWULXoHsJDZD1RCC/RK9WQ6mC1EFYO4v6yNDpt1LJimHH7e/POxZznzVBaV/RDqrBdKmRDq1qKlTjtlNda7CIAhWrFXQh81KRJifVzKj5qcieTWGjLFEapVSrYYCCf+94XhJqXBt+9uxJk2D+fwBOfuSRcBs4HIcCHanjOB+Vl522Xm8dhYG8szA7vVU1oLWP25U+OVAbo33M5GnTfsoexqJaJidFNncKvShLe6A8QBWlWhWts4qcIgu1Pa/IrM/AxnpO0ARdr7fEvmqpUNG+ZSQ0rqHpLLqX0NgnrwNsk5VHlXJQG0JSo7FkVHvCiU1RgrSFgudZ2E69CFN7Hjbbps7ARAV12KMohpYn6CAQIjiqMmed+R2SlmZJqs6wIiARSBqhWK9NZuo+Ng5BAyXs2pW8IqOjWbdJTRntHEUI7Zwm/1EqQBjS1ixfLBrU7BwhxUKB8iS1SfE9t+n/IQHURMhE1A6LPWYx2Wwoylrcj2K0ypdQFD/TRkE/m0UL2cMDJzSdRfcSmpmZvK6TNiKiUkGpGmOgUkGjmYnbzhqoWFC+QLD/9Pbm+4ftfFqmToJoftLJG+We2pxDy7lzBfb3J/fa15e3idXryT03Z3FR08YechC0v4mW1U6sGFMeWDWUquiVtFAzs3dvUqf+/uxY+hVwEKC/Asvbty8z1NOHoWlGTGnK9u3ZetBKJdOJP/xwQmYuuQQOh+I//+dE2XfJJcDatYlFaM0w8iYdICPaRZoWtTnzvR4eTrb19CS/aW6qVvFCrRTk+iwii0UV5XcquefvpkNL3DQ3NcwHCJua037c25s3janJqVpNL6crnO2ArDIxNFjPzbW6tNi4O3qutYDpp1o1sXmovdUgOTph0grV69mN6IVUSDuOeXQvoWFvVOdUTRFA22mlglK1iqFqYtu2+ZisQ5r2hZ6efHwGHsPvyMgkVaCo6UlN7VGUd4y1k7xcQSzAJINM7fu853odpVqthaDYSMBFpCZ3LIWhrle3umeSE735OE5yHdBhiDMmG0lP4+ZQ1a/+OVT9AxgFkmPvuy+ZajNQBZfP/tVfARs3OqFxtOD//r+Bev05vPrVx+HUU5MYSGuqQpoJygnONHTwB7L3lbaRvr6M0ADpKrxGdailaKDYJJ2KZtVK6oeCZ2oKNQCzQOoTxyJLzd8q5Eu8J9ZXGQODRDXvTx2ArWKD9VV5qM2h25QQtVOIsC20OpqgsyXQIEkdHXtoctIl7bbd9CJx3NYs3wkc7XFonn/+ebznPe/BV7/6VZRKJVx44YX40z/9U1Ttag1BrVbD1VdfjS996UuYmZnBtm3b8Od//udYt25desyTTz6Jd73rXfjWt76FarWKiy++GDfeeCOi5gvx3/7bf8Nf/MVf4OGHH8bMzAx+6Zd+CTfccAO2bdu2pPp3L6HRjGoWjB9hVKx0FtYge7p4AcjkGDkDEJ6x2JkLYePVhHK4qDqWMzael/PwD+lkVUBRm9Lb2xIoD2gTo0K2lex+Tq806za1NXa6xZktG2NiIq/FsX4KmpeKYFhhNriYnoZ47R07smMGB5McOrt2YfyppzAcCrLleFEjedV+DGAXxsZ+DSMjmRIxp11UM2jI7kxzLidIfM85weBihEolZzW1g7qVHznTlz3QmmLr9cQCg4zM8CxeptAHzqqBjRyZm2xdqm1hJ2064DKpt4oFcikLOyFU8ZXKRGt+plaGlVQyo6vCrKmbz1VJzTIhjhcX+aLd+Z3E2972NjzzzDO49957Ua/Xcemll+KKK67AnXfeWXjO7//+7+PrX/867rrrLqxatQpXXnklfuu3fgvf+c53AABzc3M4//zzMTo6iu9+97t45pln8Pa3vx29vb34+Mc/DgD4x3/8R/wv/8v/go9//OMYHh7G7bffjv/1f/1fcf/99+PVr371ouvfvYSG0KVGlrEDLf9LUYQoyg/v7GShNPahvCL6X8fzNqbqFhS5xbSFPUlMRC2aFvldZFtfaH8LcjYxgUq76elMoHBVCOuta+V5ngoj/dZ66XEiQdP9jNjXrGMDpdzjp5/nmmHPGXWsYzYuLeijkTz7/uYnQbAvKtlW8ODQZMkKhdT2rNfOfgfmVa11INm3MygTTE8RcvoPbW8RUPJ/obFem6bI3BS6HY2wDuSt17ZaJDUtbaMXpJYlxKpsm4VIooffBQA8+uijuOeee/D9738fZ511FgDgM5/5DN74xjfipptuwoknnthyzv79+/GXf/mXuPPOO/Erv/IrAIDbb78dr3jFK/C9730PZ599Nv7u7/4OP/3pT/H3f//3WLduHTZt2oSPfOQj+KM/+iPccMMNKJfLuPnmm3PlfvzjH8d//+//HV/96led0ABIwlnrrGNurnWJns7eRQpG0UCLpoSCx86wWIS1lKhZirC+M6Fklda8ZH1oWggZobYsqphWr84kRa2GqFZLk+ZR6xIyNdnUB5DvnGZGHYnakRlDRHLrPdWuzY9GYNWpG8sZHwcmJlDmtVUbJOcMAYnO+pFHEtV/058hRhn79iXVGB8H7r47sUy99aLW6juOLezYkSgCzzgj+W/9z/l69faeinr9uNR61GLO1ffV9jc1k/Icdmj6pWgHRnbdVBMkCBIwu8KPZhWaViYmgImJnKlJwRhSEfIxpVJfuJCTihCaRlQOihreqio82pEau5+iOAS15tHyVa0mMjOYu0mXsnOyZCetPFYb3voUHIMamgMHDuS29/X1oc8yxSVi+/btGB4eTskMAGzduhWlUgn3338/fvM3f7PlnIceegj1eh1bt25Nt23cuBEvfelLsX37dpx99tnYvn07zjjjjJwJatu2bXjXu96Fn/zkJ0HC0mg0MDExgTVr1izpHrqX0ExNZQ4qQJYo0bIF+/IPD6M8XEGlUmoRMjMzyZjIYnSJt2qBgby800jA2mktedH/+s3fJTSKpYbmT2Bgr5GRfEUmJlAWvxpVU6P5exbhfE4puHyU15yby9vNiNBUlA4ESlK4TU1QJDSUgGxgNjKN+2wcla76EE47LQlB/+CDwMtfnkTuq1QQR2Xs3p2s/t65E/joR4Ff/3UnNN2AHTuSZ3ryycl/zTtIf/F9+4BzzwX271+dGzgB5Ac7qymkRmZwMPnWfqAkRn1smts57qoPjVWMpF1I+4EuF1dyMzWFWQA1ZITGTkBChAYrV+YnPpVKJiflo1wgNHdS+RdSIhFF8y89fm6u1QWQvtSrVkl8Kk0gxeinzJBJXxqrfVfnYate57HLHFjvcBCaDRs25LZff/31uOGGGw6+YABjY2M4/vjjc9uiKMKaNWswNjZWeE65XMaw+o0BWLduXXrO2NhYjsxwP/eFcNNNN2FychL/2//2vy3pHrqX0FibKXsOY0fQmdVO4ZodJooGUtVoHOcTTFotLTunKgjsfv62mhlrzuJxlsy0aGeshCBrqlQywUu/ExXGnM309CCS5dxcGREjEFyPZetMRolNkXZGn4USFfWtUTaoxIcqL0YcVEc//rYqNCU9QEJm+vuzVN6rVzcfTnKJsbHET3l+/vt48MFfLq6/45gBSapaL9VyRD7wilckE3pdWZjCEmgg39+sMOA5oY7bfEf52qqiwM4B0t96bQ7WNhuk+M4ooSFCk5IS7TdWHawheZuVsiJGf1vNMveHHF4tvwhB5aM2H7UzOa0MP1YTU+ROYJ2XVMXEBl9GQnO4nIKfeuopDA0NpdvbaWeuueYafOITn2hb7qOPPnrwlTrMuPPOO/GhD30I//2///cWgrUQupvQ6MtdZA5R4SXHWEETx63+MtqxbVCsoKAyCJml1A3moJm8rkJSY7ROq4i5uSz7LgKamcLgGGjdruwNyLd9O720PqtmoDBNugcgb9szGcRbwIZNU/PKdhHWVva9UCvlDi1Sn8dxImzLkfvcdBxxnLAUHXCB9Bk38vpD3VX4H8gUKuxnQR81IxPS0YgvR9HJdraCgxjElnBCyMctlMYkRVGSukVUYxGnFKKdHAzJzcIKtWNGRexJn6WV+8tIaA4XhoaGcoSmHa6++mpcssBKz5e97GUYHR3Fs88+m9sexzGef/55jI6OBs8bHR3F7OwsxsfHc1qa3bt3p+eMjo7igQceyJ23e/fudJ/iS1/6En73d38Xd911V86MtVh0L6F57rnkRVX7jtrH+Q3kTU9NNl+KIqxcWc7JqlotHz2YsGNmOw5lTdbqV2Mne7oIIbEhF3Rmy6qATA0OZB24VstMb9TU1GrJku4mSSjV65kAXLkyf3Oq3dJowSENjQoNaw4K5VoxYdxzpqPe3iRoCH/zPnl9bRNrx6tWgfXrE23N8DAa1SGM78qv/gROQLUK/PjHWbGqeRM3JDz1FPD008BFFwEnhvu443Bixw7gmmuAzZuBTZuAU05JnunISPpuKj9ndg2rSQXys//165PzqlV5zS3pth++kxq+1uYzCXxm41LutQ+NuZQFKYq0D7x2by+iZj+IkPnQ8HbLaDU5pYnjQl62JthcXEMLNJmuLsXm6SEOofenz0Dlm1YnqJkOtYn1MVIzdehYvT/KtDjOa7SXAXEMlA4hwunBaHfWrl2LtWvXLnjcli1bMD4+joceeghnnnkmAOCb3/wmGo0GNm/eHDznzDPPRG9vL+677z5ceOGFAIDHH38cTz75JLZs2ZKW+7GPfQzPPvtsqnG59957MTQ0hFe+8pVpWX/913+N//1//9/xpS99Ceeff/7SbxTdTmgoCKwKmBJQM0yqKaSpFx5oJlG077td7aRxF3QSQFihGkX53E2snpIbdvJ0bA6pXbVAVkwvqNNQnjM83Kq+FjV2pCSClSQ4ums2OQ2qoySGjWDNSdPTeUcCdXJQ35i5uSwwYE8P4vHxvNqchMoiinKBzFCtJg4VGzYAIyPYsycJUUPXhGQB1HoMDwP339+qlabpHUiOf/BB4J//Gfif/icnNMuCRx7Bd7/6VZzz1a8Cl18OvO51qS8Uoggxyjlr5OhoPo6TKnT4elarwKmnZqKhWgUGKo3EIYUgmwXyps6mn12uj+lF+L9SQaMy0LLCuEiBCZjXWZ2S9TcPrFTykw8gNReXkBCaMoCy9hcyN5WHep/CBPVyRYF122lTQqSNMs5yP1araGFES8EkMja/lV3kobJHw0Gothc4NIaxRBwJQrNYvOIVr8B5552Hyy+/HLfddhvq9TquvPJKXHTRRekKp6effhrnnnsuvvCFL+A1r3kNVq1ahcsuuwxXXXUV1qxZg6GhIbznPe/Bli1bcPbZZwMAfvVXfxWvfOUr8Tu/8zv45Cc/ibGxMVx77bV497vfnZrK7rzzTlx88cX40z/9U2zevDn1renv78eqVasWfQ/dS2j27896BqEOpNRo6GAP5G2ttRqiykAwuZr64KpJVsk/oZyCv3VipxoZHq/n5ZyBQzpgNf2ouall6QQyKWId7DhTUaGwcmV+RZMmqqIEsjeoCM2SVDsEZOSmpwcYH88Cgc3NYRZIV2W90NxertfTmWnw/rj9uOOySK2ywmn/jtbYXBwfH300ey7VarJv376kGeI4IUL//M/Anj2PY//+Xwxf23F4sXMn/hHAMIBXfv/7CRPp70/fU47HHK/IZQnbPdhHR0ezV7OvD62rmoC8n5i+xzqJsGYwGampNGCaoSKS0KJNspMAvT6QammsOUkNJxESQpPTqLJuoVgTggZKhSmOikxDRf4zel5IK2Otc3ZbFAHpqgWrMVOnYG0vnaByWzszti/bTvHFL34RV155Jc4999w0sN4tt9yS7q/X63j88cfxwgsvpNs+/elPp8dqYD2ip6cHX/va1/Cud70LW7ZsweDgIC6++GJ8+MMfTo/53Oc+hziO8e53vxvvfve70+0XX3wx7rjjjkXXv3sJDX0titTHZO08tqCDl4y7nc6mrGZGf4cUKPwdcj2x6RVys7V2kqIdQuYgKy0CPjXpuUXOBbrP3lyobkX15TNqIg3Z3hQ8DR6zGITYYX9/TpAz/oz9KGebns5OsRO7bEyZQ62W+NwUCfiW4GhFmiud7XcRXqiV0sTUtg8A+QCRDZTyASPNyJ8Gg9R4I81PFJVz1y1qSu2vHPN0X+7aoYmDrdcioONoO2fQRT1+fa9rtVywTELDMOQiex/UBduj3b0s1EwLXZ77F+VDaEmfraAlM4Rq35Z5ldPRqqEBgDVr1rQNonfyySdjfn4+t61SqeDWW2/FrbfeWnjeSSedhG984xuF+7/97W8vua4hdJ8kJRiHRvMGAZmeGWjN78SZnzHTRFE5FYgc6AhaSFg0kNfUqPpUBanaiGlqUr8aTqaCS7WtukeJhY7QC2XEtEtAaBLS9tByFQFn2+A1CJ0ZqRZJZk3pSqsmmYmRLSPPIZTt25K0SiWLnT46mjM37dmTrYRV6xcD7FUq2UIrIB/KIrmlITz6aFL0+vWtavJKBSgjzgce0XbctSv5PPww8B//YxIEp8vw8MPAzTcDW7cmt0eXl0qF4exLSSj7KAJISmhK0Bn3zAx+AUAajUKXC01OojxSQX9/KX3tbZh9q0DR153bhocB7J3M18EOkrb/KXihponTmpr0dtoN+Ol2+x6zbF0a29we1Wo5DU1LZO8QbP1VNRxFubme1SpZdxQew7lTqJls11RttKK/v3UOFkVIfAdtQXpx1cYA2W99n1TWq6/e3JwTmi5C9xKa/fuzXsm4EWQfKoA0p5CuDAIktkQ5NUMw0K32KbX3srNbLW9Ia2OP0U9i0xfVgIWVFlbTovt0mSmN2Fq2OtQVCe6QEOe51oMvVN/mrDJtHACYm0PcbLBSYBkqv1vSNWhD0UlYnylz0oyOpqzj52Ml7N2b8IixseTzzDMJwWFsPiU0KjtVNiaD4zo89FDi/nPWWZnbBM0dw8NAGbWkwF27korThlWrJck0v/MdjP/t32J448auJDTf/jZw111fx49/fD5+8zeB00/PYou8/OXNdpycBKpVxCgnBLBWSx4MmWZzufJZaObt0lALe/emD6pSXZPOUzh/mZzMx48roZFq6LTrVCpAafz5rLxa87lZk0/RSE4EyAyLUZ/VdryfyqeyVlCD5Ogkpul8UmkSGg27AIiWRk3FbEOrzQSCK5+sWYxcMqRt4hzFbg9xM+1f6tNPUaXztKCmUwWuPqfQ4oM9e7L/1h+wnXx1HJPoXkIzOQmsWJFNz9hTVKpw9sykcjp6qYZGlBEUmGpjphzkper1fERg+tYWZeVm/8yp59upvgkrmCgdeH9qPtLj+ZvgDSxEaCwr4zl2CmzrqFM+AwpiJtKLZbsK5xxC5jA7/evrSxMDPj9eSvNV7t2bjZfPPYfULMJBEMh8nyl8dZadjCO92LEj+U/OpH4bye9mgQwcxYiMExPA448D3/oWHgSwdefOYLsc63jkEQD4L3jssVfhhz9cny5MqtUSrRaAtEFjNDVacZw9JKrRajWsJxMi6vVkXzNzYbnpvA/kxzY+w1I8C8QxSlGEchQhqibHltDIXgZ9//ki8F3WCHBFk4vmy6LvCmO/0X+Vh+ptaLdi8eVIyqVgYH34EjY/dJIvASjVaoiQ9ZtCDW2oX8t2NgPrY92IFNokVmGqv4uiottqhbhWy0zQamjsYgmSmWYAwlznlcZvNAnNci7aPtqTUx7r6F5CA+Rtp9op9OW3Rm4uTTZvneVCdoV0qK/Z/0WLcvQ7/V20RLsddJrEAjnwa8oCNfnYilrSUnQz9oZDEkphDeJtDOSpLw2MZmYx0OldU+jXJ/KPvMjszv89Pa2BEu0llNQWlmf19TrNrdWSgUdtEcG2OLQVGKWliOs29VhMXfR2k7GiDmAulydQj6X3S8RRuOh9Z3Rb24HkeN6n5mGLoiKTbTk7Xz8qG4hQiukiRMlyZ5t2ib8PeTAK9THt3x3EMafECGXR5kxFzN8qa5YDcZzMsw/lfEcxupbQpIMF1Yo0T4Q0NEBeu0H1SVNTU65W0UApN8CFxn8FZQ/9Y0L7+c2FCFQwlOLZVo1J6EK6j0EsNEaGrQwHVE6T1AREElekFVJhqg2gy1a1jJAGCMiESvN/hFaholoaam8qsi0X8E+dk1XN1bxuozKAmb35KPL79uX9Gmq11nA2ltOxaG4fHm59rrlzaPdn2/T2ZmaUZgGjXDe+Y0emgdALDg8HiYCmrFHFFBev8fRkeyl5n4DwO6XPbHw8u9HQutmonOtS+jqo1XLfPmokTgcwlLaxXehWbl4jJTSi6cDKlcnsOnO6ac2hxItLhZhcNrXU2PgkzWPS9tA1/HxPQ35P09P5sLh2JlKpoBGVU8WAcle6cQD5DNR2bsXH06iUUWJd7MRBXwZJPgskGpqc/4zav3WA13bu68uc9prb2w2a7fpICEX7irQzrG4am8ZqX0KzElZGnd0YAqL5adTrSawt0crox9Ed6GpCEwOI9uxJhCOQ2X8oSfbuzXcM61FIwVapJEKwKfzLAMqVCBQdlLO0dBBUErC4tG5x1oHVppwmYFMhTKGmWqPcbFM0EgQrofdD5x8Ktf7+5DiNGqdtobMb2uGtDVqEee4mQ2ygUgnOIkuVCkpNbQXt/ipPKWyqsi8Cwk5KHPRYn+HhnPPv+Hhiydi/P4tBw+bVpgSyR6BcScdVfkL8Lyes1RY1M5N5IY+O4mRW6sEHk+XIOng1LxTH5ZzjsvpksO5clc5XmnUYGWleXhkFzSt8biMjWWE/+1nSV5qmuvSda9aJMV/GxvJtVaslrkLU9O/cmbQxsBUrVqxOxxi6qbH+Q8NJ29AklLYXf09MZEH02OChlXcmT08pijBUjTKiAuSJNicrvBllabVa4lyl/aNeT1jK4GC2ht8+8Ka5iTkkGR5lYiITMzonieNsIgNk3ZPpGEj2ACT10HXfen2+602Ng+rQ0lWC9TpKtVoSyoD11YRJGp+mec2Q1tGKHf2toiUEu1LcKlLVKp5z56GmWitBZqzxc6ytb2oqTeCp5utc2wR+dxquoeksupbQ5HwwJiZQoh2hpyfsoafCgx+OGJTG6kkPoFJNQk+rKrnd4h8VaDoG87tlSQTQuuoqBHshqg6sKlpnsz09eUcfFeo2tQCvq2zNRgnjTVlbtW7XCL+6j/fZhPWrYWK9dDalq5yUcfT0ZIQVQCMq5waXyclkoKWGRjkjm5G+Dmz2Wi0jrLrgJH1mASQaB6Oh4cU4fR8exvDKlUmlHnssKZQDqKiD4ricC+43OZn5AVGzlF6zuZ8+XKnbCW9SowkCGfkjw9i5E1i7Nrs+5Pymrws5kY63zIvFifGPfsQ2PT2N3Gvbe3ISwGglP1ixvUhqSCo0UGJILUZvbX0gyvzYd7Qvcf+ePdm7zL4+NdWat0yDSobynEQRapMZqWN4FPrQhEAtDi9Nh9taTRyDgby5TduKbEBfBORJDftPA0BkzczUhKnzXpQPqmfnN2q5juNw0OHFgN3VbmNZKQGyZIbPUWMEcV+A1MRo1cTYVWBOaLoHXUtogPxLXLIGbBs5itLFHqedyZAKxqixTm6WKylC29NtVpUakiyBegQLtv+tbw01LKy8rrtUwmFXfmmiSko0rePBSLcFsKjZFKd2MhXUJgo9btuEVm6GhIeOYYsK8VH0rBiJWS/I7QUXtwo0bX478MRxwYw5pIHjdutvxu3mplg2b03HkjzP7S8kfQDjzxhYdZkNy637QvfF30VmCXuM+s7Z47SvFTnAkDxLMDp1/Fyo2y70P0WofotEyzJunQDYbUcAVsEcrEa7htJ3WidjjGUlKCI1ywUnNJ1F1xIamz06mphIOvDUVD5ymnrA8zfD8XM2qMv7+EY1p1SVykDKAbQjLoZvFDkT565VRHAs1BdCRxE9X71dVcVMzYv4thTeDLdrqGRbb9VK8ByVWgzoI0tKo6b9X52AI+QFELengku1GbwGl5Q1NQxxnAyylpfpbx2zi/isHs9LSpT7VIOfc/NQzRovwtg4QNLWtGOpLYuahDhuKYLFrl4ddrFgE9NlLHcTrIN9ttyuGhC1aTVvSq+v+a4ULD7JkVTJpQ8idCJdqZSTZ6paSb7LocalJksbWh9gaDavFya4BInpNfii0LRjtB4AWnMAyHtHIjM9nTWdhtRhWxXxphYCqvejqhs7ePMkMTnZQTxdwm3XTNtcbM2P5Y36vPv786GqQjxP3ws+Ghu7NI6zhaX2WvyfOnSzEVXdyu3ayJyQGg1zkb+MDQnhOPbR1YSGsjbNb6Jh9oG8SUl7IQUFhbva9XVQiCKUAFSrA+mutkIK+cvr5LPFEdg6w6kwJowgatmuFWF5JC2UKCR3GsBD7xNo9UK1OmebakEbQkddbQAbir3WTJKpz0ueYQ6qSVMbEEf6JmELPQvlVbaZtLpAcvzkZBbMV6s9Opofa1etAtatE4sIC1fizEyI69dnAzT9Q1jYyEjm9zE5icroELlzWkcNTaJQLqn3VdYb1DrxhgmShSjKHIR5fBSlD8OOi1o89w8PJ25BvE2NmsDXjCuvBypR3uRJsqANzPXxw8MJKaSPD/sv66/3peZb26c4OD73XL4Bta9FUeaHpoyXJIA3V6mk1q39+zNLF/2NQ1ZYIE8KVYMTx0gksw7m9qNMwkTctqkQcjnQbM6VEKlBfsIVmniFOCTPW4wWQY/R/E656yhp4Quj5EZNqOpXE1jhFCI1oZQRncbc3KFpaHzZdnt0NaEJ+mLobIde7xwxLDiSqYDTWWRzOztGGU3bdxRhNi7lxhCgeDbbkqspRGSsilWnwqwPoZKBQlzrzt9ahmVgSlxYjpXMVi3AuoXW6dpjrYanUkm1NEpoZhEgNSrAVRIacmPHsSItjRIfq/XQWyCZIe+gYqtaTXjU6tWJY3e6vNmSBwb86+lJvpl0zWoiZCAuxbOIonKuOZVQaJ313oKmHh2F7M2zfhzwSKrEMdgq3HTxmr46dHuxj4fQLpe8UiWUdFRn5avVzDGYpKanJ/P70Puyvy0BiOOMmNMRKHXmMW1kZQJvWEcTPsPmw6Ao0TxhNrwNi1TCHOry9ToyQsN33U5wgIzYh0zlghLrax33yCSsWS/Ob9b8S3zmNtu2FS3cZrUyFvbyLYVaUkcnMd2uCSoXQWZYDWqBlxOLIXudPL/b0bWEBsibK2yeoNTkQVj1ik1MZ6dS9hwtBwBzzNjxY0GE3lh7HR3MtT6h79Ax9rdWTGPWqInI3oh1jAyRl9D1eJyNhWNWrhTlqClEyMNQYMnlUmHPoyDWfZxVlha6SFFAIvtZoD5Fhyx4j5bI6DPRk9lPkI9BU0TQQ/XTj31EOQ2m7VuEdfq2o5/2WXs/+p99WknCEvpz7r+tRxRhrpavSruiQgN96PgUoTwEbWD7DoDWd26RHUGbuihO32KqNTe3cCaW0DuSY3lqXrOyWr2Wm8eETEwhbYybnLoHXUtorPNX+jJztkPTC/WpGvcBSL7pd2Mz7AFhLYqgVK0m2ppKKXeKBQfBFoFst7GuCy2psgTCmoGUmIWOscfyOta3hiYqq73q68urRUI3zO09PXlVcRNlZFqaCMjFpcmRmlDiF95P0+QU+vAW242L9PtQ7YIdnFWxsmoVktxEdnavKgzx7QGQqcf5jg0Po1EdQmm42XbDw5hFOfcouKyXdeS4rHUhKpVmKABd522hDRN6h5oF21P5iDk5BrIBS6MkVCqZy4suquOnvz8Q/I/1qVQSrRHNTWouIYoIoP2viYg0S3Oo3xX9J2yY70oF8XgrT9LirXZLLyG8MdeOAFoDYPKbwVrkU2IaEZh+og2uL7wSgzYEx3YxvUeLInKjREU1P9Z0mbtezRRGJyXV2ExP54Ojiva9KM7MkVqyDbiGptPoWkIzj7xmhgNjDCCyyzKB8OA/OJhNLTjCacJGSw4UzQGiLD1Wo5gSOXOTVSurNLQjipgCch91olBzRzuoNFGfDxV+1tw0MZHXACk4YwrVjfdFCafPorcXpXq9hdBo/JlcC6pGwQ4y1SrqTf9OlYH2cYU4KrczYSgHZf62vjTHHZesdsauvXkHc/ss6Vyi674lLg1GRjA2BgwPH48oyjiIndFHUb4+c3P0RWmk/mCNykDilzVZy/se5NRJzZuWeEtpvdiWTb+ViX1Z8kA+fvrO28H6uOOS75mZzN+HLi8kN8PD4hRq3x/WlSYdEkFlcvadtYO1VgjIAuBwTTVDN6iN0ZJzbtNyp6dbMm0emCxhcjLPk9SapYO5ZnAgZmYy36v0tuyLah1ZqOEUTXKkzFI9sdVXLcSmCgLIaJfVOU1oFZcWafmxlmd4YIs/libpzRVIosJnpykrNL1B80NTtTU3LVZr0yk4oeksupbQ2Jc3hvjS1OvZygpqYXQmzbeGEpszxf7+fDwIHbwI7elKLiKJUGpJQJF2hts1kRoQDv5QpKEBctP2RtMUpoOkyv8ShbgGK7OESutncwRQQ2MzmWt9dJDhrLkJ+s6kpyAgiEK2Hs5ahdDMNQeUmZn8rFIDqOpYxoVT3KcuOcqX+JuEplptamfGx8NtpQ2uo/vwcOI5WqulAyNlNAkN0Dp+swl0fB+oNPMSNZMslpg4iYRFmZEl7pzhaoRgeXcaUTkddHnvjBEYRVlQOGLlyqQ4kpdVq5JbNkqfdPBqmYmzDXmSJSvt3n27TaHtoAxXHZK032of11FaXpwXaqUcN9KuwS40OJgpWLV6+ghaSHZN3puie1INDRuWUBWjDUCpFyYhCmhozK3mLq/9SLHYAVcnB5bURJFM9LSu9Xp+GVnoU29NcqsIEZr5xVXZcQygawlNCDkzVGhmEiIWHHQp1ELrD60wsKSknTC2nfZQKHhIiCt5iqLcJUKXKlvppaRGv+11rFDs7W31HCyC0Zbp6gO7rLLFJyAgiBFFqc/H4ZzRWAHP30mEZ/P82ql+dIoqA7Z9bUhsQq8NYPIX2RNtYfru2gJD2kohi6HXsmhA03bib+v2EuIfhQUVkZXQdzvYFz/0Yiz1ZWlet6h9ip7botGuPhrgr8gfTdl5m9xpyw19pO38atpC5bPCLNdWHA2B9Q51lZKvcmqPriU0lp1bD3cAiYpWbbF2ban6Q1DjoLM1ywysgC0iKSHhGtLYKBmhwwRNYCEBXyRFmwO8jnWEHZRWriyjUi0nmhp7jdCIy8Lo38O6FSX1s2oSPU78AAiNRxNBVmywTUIEDln1bLAzbVrN5QnkB96QuYl5uazrUq7d22lozDS0EZUTTUocp9oZTkCBLCIvlYNALmZYMzBdI6mPLq+JoryZiZojNoQmrioa3IVscbdaa6j9t+2qbdvfjzQOjfI3jeGT+h3xxAKCWsgMlCDadyxkYwz1O9uP9VmGrmOCN4YupVW2JpoibpbjblqQ+vfZttDAQ0pw1DZqoX2w3ewmAL1P++w5p+GrrvelK6VCj7IwCKTWz/o+WUHW/MRA+lFQ/ofcEJYLcQzMH4JKyAlNe3Q1oYmRn+3H8rsBALUaIvow2FkOkNnZFTqaAeFZov62wjpECrg/1FFZNzuKWl2tFcLNOpDI8KNpovTDKu/fT2vIQK6nVypllEejfJvofXJllNVL23vnsZJ1OnefaEZ1plkQ2fMqI8n9FFSh63Sv6cTKQZfNTF8axvWj4FXrmg6+NJlwlTC/1QyVkAlzH/v2Zb9V6q9fnyMKSVMOoF5PwqFMTGSpGWjS0ZQ7aglJX9U4RjmOM3PTnj3J9lotK+iZZ/JtTFZhn4u+X80LNqpDmNiTHLJ/f1Ls2FiWfkFfSzv+Dw8nS9lpdmL7jYyIiUwnDnaw1nfbQklM6FzrCB3qe3ptthmva6/Z05NP4kiyJxasiYk8V7eWPR7H7XymLE7zRKZ1UTOqHqzyipMJDXBlvXDVVM6PhleQ+9Vuq68vLdEhTqiExM4zVCyE/LrjOJ9VJVcJICMrZPs27gwv3vSdqSEc7oFkRseBUvNYR3egawnNLPIBlNSXBshe5lKthhKz+gJ5DQyFiibT4RIO1anbaRbBTqkCm9vVlh8iO7qNAxChKbxtuWb6o0VSHuh/nT2yuJA8r1SAkZEBlIeFeOm9AXnnFFuwgk7DGtHTEsVmGbmVG729SftTha6OonoDUZQ2rbpKaLBVO/HVbXRWZSohJTdKaAAJiKgF0feKbaKjggyGk2NZAm71a9y9O/N7ZIggO/PNPWDNvvncc1n7k3XQ2UWnzSyMjWCTQjVvdHIye0Q2lpmmRAu9Q2wr5j8cHk7ITDl+ARgXzRGvpwVoW+m92omDarxQymfStoTZamqKVjmFCJ7mD5NrU8lBp2C9nLaLJQGWh/ES/f3yThH0S9ODrRlJc5vpdhKd0Jr5JWpnyCnsvfAyWkXlVmwLabYWsdWi6dNnQT8fNrD60PDic3PpJHYWGaGxea1sTiduXy64hqaz6FpCAxTbSm18mlLI/AG0zuZsnpuDQUiALgVFmiAtM7A9JDRC5gKgVc7z/FoNKFcLZsRap4UM4yY0eW7dKiVhU+PDZ5OaD4vU6AWXsc2t1SxCyAHYRhdud37uPQrZugTUIrHNbcww8g11vG15Zvb9jOOkwtPT2QjEE+h7QdbWzhEmyvvPhALB8fL2tllEyOcomEGZJxS0U26/3df8H8fiUG7VBkUoekEK+pE197YbYGjZUxJThMJ9i4kfo2RFmYSaoIrQpo1C71vofkMirCjUkn4vGSFhFahQu+XadnsJy+sU7ISms+haQjOH4gyrltDklj/ScdJOtaxjsA3KZ3triBHwu0hDY8+zUpB28oXicciMVQfHEDcLWbl0xSeRJTkuoVodQGm4+Vc1EzryqrG8HQvQ2aMKYaK5lLvEZI7UKqxcWbj2s4FSztzU7nHob2oVVEujH2prcumiiliGTlm1DeSiPT3ldAGbphRSrTr9aaIobypjcw+oZk8DsO3Zk2hrbMZpFgYkDcT0FzZRZqWC2biUez80rL9mJbcxGPlKMPYMH01vb1P7ENKAWJDJWZWUapnMAywHtuXMm9pWCqut0ecWWoLTvL6uGKQ5UxVyocHHrikohF6vvz95VupEbp2qCGUSiwngaP3xTLNok1iRp0Xqd9EizBDY3Rec19kOa2UwFrc820aQt36VnYYTms6iawkN1Y9AFtPEMvMYSQM06nWUSGD4zazHaqMgsaGQIdTsArQKW5UKoWWjPMcKXCsFQsI1RBaawlbDbvCSusRUq6JkR/1KWO1KJbEQMIfR8PAAhkabdaEDqoKmuampTAjbY3hPav/XBKLU3PDDxI7qzKIepk1DvN6f9RkqAu+V/h70/VDTSX9/luZg1arkf5oxOmS+oKO5Pl9p1N7eMqamMssQT+d/1p/Pg2mfWMTgIDCwNmp1bKA/zdhY/kGqc4N66PKh8vw4xizK2Lcv3367dmUWLIKvvpopa7XMvKQpl1LnZfswLCnkCWxTvek2hKalr9FreTGmJyV8Wi/tc+rkIn5acZyZDEOXU7QLTp5+87o0w01PJ7/5Mmid9ELKLENaZ75/1tvdyA77OKz1LiSybH66kCU45LcNFDR/iAFpR7YpDpqB9Cj37SKQIqIDOcZx7ONFRWgg/yNkL3wJQJlTTUokdbgDsizIRTNx28uBjAipJGAZzEkyM9MqrHms3WYdg61TrOzjeKqBvqxw4uU5cGrg2pUr8xyOfCLXFCMlrGGkMFUlsK6h0U5BvwQ7k9QVU1QXJSwqYxr6YY6kpuZKyQzvU5s09JvjlXX+tUogEp61a5Nl07NxKZ/8kd9sfBvkjMfEcdpE5B9sPpIGjfROcnryydlzmZlpEip1fq3Xk4N37syyIyqjsBojOrlog9RqqNUyjQyLpTMweZp1qGY34CU072baLbQvkLyo8y8LqFSyRjGOuDnwpbbQvhqyoYbKoNpJb4I3QLIgDulqJuTpoctpcYsh1w2UEud3HkRHJvsiWiZgJzYaWEn3854YKdGoY6Moby6zvjO2OCp6uI1VtPcfcuOxRCZ3XGiSp5VSXzy0Ehn+B4q1N5zYLhfm5g5NQ9PwPA1t0bWEpoiNlwq25zqI+nEAbaZSSDqcddZgJ9TeastQlSm3WwEUknohAtNy76UWgcpLajWUi5HcsNqU2zpeqIKKg3FjuGCJd0hzFIKmcyiKlcHK2CR6IWkq96xoN4DY6nD80qbW/2o6iTGQCwTY9qJtVPuq5NPXg8+HORp1QOQneH2OsOrwax3Q+Vtnus3t+l7YIsnTuD8062Zb6isQRVn5hdB6BdpPc0q1pEzg+UXltkO7/aEcUmgNCaDF2O+DqVKR9jW4PdSuoZWbPMZ67S6AIn+7UJWXsn0x7VRYoQAW8p0JOQUvd6TgUtukdO3hhKY9XhSEpmS+Q8ekZMZqaID86KFLBW0vDUmzJfdUAyVOC8Eco6t6VDOjmhsOlja1DSfP5Bsc2DQ5cRQl/4eoGteTqfKgT41+yIZsxjobEAzIa2jU/mM1NEwpUKlgeqJ4Ym4dNXW/KouogaBWnjFVeBk2xMBwBdhrGtnCqryaH2tx1CJC/gqqSCC5rNUkGKJ96CxEwuPnTDZ8DjMzGflp7tfBWmHHSKbXsQuoQufWasAAWZnFIvtJjsSEJhqErkZSZmY1OlatZL2/+fADRHrOFKPzE2ptisiqHqMTB2q8hqw2luxQWaKdcYQmVUrGrHkJWJzjNMIRgy3p10tbsCpFzR4Ub0uRn20IDr+LiIy7pXQPupbQ1JGPL2BJjb7UMZBJFzU9UWPCRJYcaRjgCcgcKnU0Un+EkP4ZCE95NBiDanBUGvK/aoDMNJjFqumFPhlccqtLti3R0eqoC8jUVHI8rRS8tdHRMqrVNYmmgPWgKUqjr2m7qJmEqSds7hn9vXp15pihCYL4u5nAcDYaaEntwkcZx1kAYzWlsNpWoz84mF12eBg44YTkMuXxZzNHErVtqSMMC6UGic4kcrHxsfwjrdUyKxEtRfpKTU4moWXiOLkH1muIJiP70DVGR72ePEC9SR4/Pp487PHxXMAbPqYi6ACsiQZDhJHVGhgeztpLRzNVA7aDtq91/tILskK0l/DlVcck7Ve1WjAfWMpqhTDzO57Mv2dqTVb/LT4/1XD29mZpzKrVLDUaX6vq+qFM80kS+NxzWR21A2pb2HfPEtgQqWlp30znx7oqJ7IcQ/mhJSh6rFVI83dQmRu6F7tPbbL1elvtTGz+62T3EKecS4JraDqLriU0cfMTNb/VjyZkV40BRDY+ig0AR+nEIFuEMgM7a9T/RRodLUcj7erMUo9XaaGq+VTiJH9JUkKERv1IVWPDcRDIr1ChwoWExlZteBgYHV2TCGE9iNHGlNDYWbr6zJDc8DeF8MhIRmg4qBx3XObw0kyqREdWDirW9s+mU19ZVkFdTUhmVq3KiMPoKFCefD5ztmUj87mT0HAUUK2IesdGEWbjUq6tOdjx+ah7hL5aHARrtaTI8XHgxOFq3jGqVsuWTbGOExPJwVwdNjycEXZGyJucTAdvXsO6RnFmDmTuOnbmHlJWcaCPolKifdB3Vm/U9pGQ6YkFWu2E1RBSO8Gb0ecVGnFVi6EEgO+YcahSLYsWq5o09iu2mQ7g+grxf0poqkC1OpCESaC/TM67GhnjVVJjL6JkwDq32HZunhsFDtHmCFgoWy6r5xUpWezjXpDU6HYlM1h4qXbcZttyBtZzQtNZdC2hKcrbYffzdwPIe8WqhiTkVarqfIUVzEtVr9OUZctvJxnawEb61A8vZ31pVP7z0rwdCl/KVzs7bckFpYVoYfyvOWmAvN1Hf+t5nDVrfoJKBY2oHPRnCKFonypV+E2yk+RsquUHkRCBtYOysqXmRXiofX1CzpeqZNHnlF46NOO2cX74UO0qGCB/T83zdBJMf5miOunx9rf+j+Pk/oaqixQ7IXLDgrTdQxfTcxbbJ0PvK51mjRaUfmpW66BVK/I7CSmVtH9OT2fPt1yJWq7d8h3SXtj7aGELBe2wAEIEhE0cuoS91EL9Lli3hfJQ2VhVBkfCV8ZxZNDVhKYokJI9poXwaHRN1beyx9nIrxxhrOpcNTZFg7vtuNZJz8467W89TraFhKUVnFo0zVDUzGtxNDsVCWIdXFNCQ6LR359pu8iAcstekHcK7unJllMx2IslMixX7EONykBOu2G1AwoWpQvYrDZeL7lyZbNKlr0B+QvqewC0qvdlhj2xp3VJuWprFEqugpNWSxKjKEvxzPbVKLJFA4QUrkvVuZmPRQ9Xk6SC2hs1WVUqSVXSVTxqo7L3ERrEi2bslugoOdNz7Euv5+oD1222/zePUWWI7eahPqfzExUZiyHfLS+ITdtdNIEITSK0z1F7pRrmIg2OQLMo6OWKeGIc57u8/Vgn/EI/ZT2Bded7XasFJ65Eoe8klpfozM0dmpblUFZIvRjQtYQmRqJK5EseWgkSUk+WtFPTDs+AbiqtdPBiT1YVP7fTDABksVmAVnVxaGrDa9hcTrpfJWJKpgZyu+nvqWHrNV+hjtO6nW4DXDHKWwMyLbhNWFjhqiealdQ0xyXqluyxPWgOYTtFUebTQTMT7T+aGGh0FLt2JXXQaP92TNNJt7EepH675Esatv+444B1axvAzrHsAvoMyAS5nY4R1CLRqbRSQaMygD17kvQGzzyTzyHJsSU0NvEVZJNpaBYMD2fX5ruyenV+uq8rxQgOBpblxjHWDDdQr5ewd2+2a+3aVnJLVymLqanEMqezd95L4sIygPLISHZNPYAPhYVzn7JU7Y/sS0De3qjM1r7oLFevy3dNU2rwGPGfmY0GMLEv6y979+ZfZfY1ElY1zVkSwIDO2iVaYFkRcySw3dTup+2j9bc+Q0DePClOW5E8U8ujtGtrvEJ9TKHHpedreqrQ/CSo5WGn1YUA1O6aCy1EbOynHZc83IhjYMWKgz/fCU17dC2hmQNysWgihLUzLSydy7Z11AtF5lVbDY3kHCz4O7QW2k5NKBGKdLV05CR5sloalaIc8aQoCh5Nxqz5gygrudKJRKDIpMAZN8+jj4AK5DIFD5AnccxYDmRty5NVYKkw1qyMdM5cuzZjGyMj+PlYCc88k3EKkjZtAxYXx5nihwJ17dqsWTUAMWXnurWNZNRi8kf6nNTryW+uEqJHdb2eBbQRcxO1SLt3J4M9czapexbHZz5S1ZJZ1xMK/wOTTb8UfbfoYBNFScOwHhZc9qUEM46BvXuxdu3xuQDCIyPJOKLBGumPbNu7VkvukcRLHykH+mp1AOUKsnrKe9GoNKNRa91YeEgTQR8gZetF2jQ1t/E9NaQlNzpLMD1UkqSiU1NJO4yPJ47aDGFDH2T1P9K5hiU0UdRKDIILdnITlmZdeR98MZTxqqyw74bVWkVR0jeNj43lUVrnOM4Tk9D9KckDWqMvkO9r8zJCd5BlaMekXDHqHEtmrGaG30pkfJVT96BrCQ3QPv5AkV9Ny3a7XhHIax7UxKA2AeuYUq9Lb10C2sVKt8I9cKqOUfrRRLu1WkZM7OonVUrZsDw6xugnXe1EokL1ML9DemfCjn4cXOI4kX6GFDaiMmq1ZIBRcmDry+IU6oZjrTAqrHODIxuOhFbJTEgVJAKXxXDA0zRLReO1NksUhVfZxjFa29C2rU1aSNi4R7xArYZSPIv+/nKaa5OPhVZEqxyxdbLOsvYytVrTR8QOwFHiY1SW/y0NZRtHCb4GyLMNptqJkH+WftTsLPWz/ErNSZqX1fYPXtbu06q11dDo/WrbtJMpCx1nWUsco4QGenuL9Rz2VQOy+7bPueh8rVab7AvFJ/NEYEFSoziS5ibANTSdRlcTGqC9o1iRZ3yKgoBaKThNIULCUx2NKelsWez51kEWyK4fmraFBq7md2hxlJWLdtCh2SOOgfn5OdRqPblJn02Jo7E2cuVrndSHhoNEqP4hBxb+tomVzEqT0EcVaKEm0zxDOiFX35F0wmrNY0B+1LI+VaHnJLA5pjgGh4hB6NUr4oLBNlWVj74Uan6yBQnTrVbLad1s0T09mVIqNMjxPVHlIYuPIkb0Lyf+NFabEAONqJxlz1b2XXTz1L7o8yhK6BVy5tffbVhlbLitPrcQmdGmbxeET9uupbsryeJ/JYJ8WfU9bPcutnmJGigFibONQaSvDxXbVpujVdFurkQmKMIsGWrHekxlj2YnYCc0nUXXEhprIw2pHmOE8zyl0CUutsfptMxO1yh07D7N/6SaG4UKcP2v+4uEUrOe6o9hte5aNM1M6nJQr9eRKGHnMDmZ2Bt0MCJotu/vzwKrpYK8KqYkDbrHdd9adw62tPXwHO4fHk7Om5vLfosvzb49eX9c1TjZST0vr5rrSgVYty4TztzHPEQjIwDGJ/Pr3KMo73RkfaEoyefmsoB6zf08RZfsTkwkaQa0mJCFiE1ow6JEEYBa80Q6OOh6a/2vzsESxj+9GN/ZpmPI6PqhlBewfTRTwuRk5oJhOYneL18DbuPr0dsLrBkZybUfk2Imf0uIogGUK40cmUnIToCd21wf6nmtDWwZf6iDUCOo2yoVTI5llq19+7KJgJoOlQQCWfvx/VMSZLt6TpFm2Q5NLfpy6G/b2a16jOWQHGkONYNQAHRaWvXSKuI0v6yKKe1v9lvfl6BDcFGEcLmvouXahMr4BSeyHYQTms6iawkNUGxy4j4SmlwjqONdyH/GzmSBYrU2R1mWx/+UChrBVT1v7eBIPweFne7Q9yDKZtQ6yFvtBQcpCuZ6fQ5ZOMKkTvPzPZicrOSEL8EBjIO/lj0blxI/mjjOBliqPdQxWEdAbVsSmp6ezAEQyBxsm2qUA5OlXLw0jmV6z/wfyjVDbcwJJ+Qnv/39WcibAbyQMRD1jiQTUS9qHVhYCSE4PIzB8wCk5rJ9+/LKBF4mNDFl/TTfFMYNoWEbhpxurTqFBfHdE1vYwMgIRkbWYN++7HB1BKbybPfubBu1NxqPcnQ026/PJKlOCVEzczXi/LNjO6xcWUKlMpCknGiS9gHrvMGlenw2dB6zqhCNaqdtRIQmE802bFQGck6/U1P5UEucHFgLpF6CGisWq2LCzmdyzylEYvisdbslbzzfanl0BZeBiia+PvoasensinZbZZ5XqWQp10I+My0Zuq0MDN0HkAuvsRiiciTJjKPz6GpCAxQHW9KIwW1f8iIyA+T9W4oCduixRcRHf7edrgXqpNsCRYbMLro/GVzmkNw9SQ0xh/n5OcRxTyE5spPbnKp8gVlV7ndoVQa3k42o6amSpThg07IeVu2v8QopPFUxQV8aFdptzU18ztbmoJI/dI9obTMll/Y52Ympomh7UGuXOosLCS4aMNhgQMpGKsOt2Sj0fjS/ahzniVjoFVcuT22GVV5qW1GTE0WJX00j5CXBg/nwVWViC2Yl2uVNCy1vb96kagJJXliE9a3mafq/qD+GSEHhu2R9+5TgWK2MPc/mPjP3WdRkRWQrdClLgvQZ6uUX7T+jRGwRJxy9pKWB+flDqdnReVdHC7qe0NhM20SRY3AuSjBQPHIfLELriO1vi6LADGbwakRl1CYzTYVCCQn/Z7dDMpOrKEhwarVM4LEqqqGxfji1GlCumkFUp9ta99A9AUllNchJFLUE0pvZmx9QeF/6W2fAoYmevbQSnUTzIYOiDvTtRqcoQprkSPaHuHFoTA1NrNuR0gWhg54WWKS10fPkZ9Fra5UHRUTMjquEZhEBWrset9VqACqBXmttdZpDzN6PMiRN7KUXDD0cZIdY/xZtG6ttKSIBIbGinCy9paph3gRzeITYhV0Op99Aq8qSy8CNXxp3q6WY9WzRqCD8Cmk7qCZmUSTGQlVG2ljNtAdEaMgvme8jB8rVQznfUYSuJTQ0JdkPYXM5xXoel2Hzm52HMx81+hJW+KmUU78aIC8d1N/Gngdk8SampzMNhR11KxXMoozJ8UwVTjW4glxKFQsJz7DBv9npagDmsG9fL3p7e1JewtvneE0rh4YNiaJSkohQ1yLzQDujtO2iElNVKLQDjYzgwGQpNd2Mj2fNpxxCc+los9KayEtQfb5qVRK+pVJJTCSl8edb8zNNTyeNmzVeGFyizkapVlsUJtoUOoDoBDvEZfXZtSyc4wjEm2Pb80Q7hbY+NAQHOOQHII5/asmi2ZGLi4aHWwdyXaxmFQR8TnZGz+1sH01FlVpZoijzY+LFOdhbVZ3eyOBgqxaHzj7Dw615P8worIo5IHsek5OtcxbeFzm6FSfWwZghYZLQQiUMjYzkGzSkhQHyzt88Rp1UQkyUtkvGdxoezjUJn5uSTb1vNrUVW0rq1NfLakq1SjrpKts21/vWDtD8hPxjVEvD8UAnsq7r6D50LaEBMu0MyYy+yEUxCWIApXo9CbBHgaDCQ0cfu2ywaDqm0CmcjQwcmk3xt3oe6r4mmdm3L1u6rMuXeRjlAQd8qvoTc9MsAGvaIqlJ9tXrPajXy6jVelO5ySpxzNZ4c1EExNVSkombF9fR107rKdn1WEo8kplmQqXnx0tpQDMbjdYuR1c+xZUYHPOtv+fq1QmRGao2sgB6e/fmn8fMTOsacfvMgOSYqamkwOYoVopn0ddXTme8rJc+HzYDiwzFbrTjVZqBmqMEfSPI1CwBt+Q8RGjMNlWycbP1oyIBGRnJLsN6k0Bqc5Hvknwr/yKhIag41YCHKfgSRFHiNNvfn8QLIsNiZbQNdKIAJO3FC5JABAhNSLOiTUquq68Ev202Cj4/fZ7qy522x/ohlEelUeI4eTeVvevgX6m0OsCEKkFmKGQG1SpqY9mcwhJwEssQnwqBbnCBOVgLgmJTL6LCy5AZK9N1kgpk40CM1kUgy6u1cQ1NJ9G1hIaO5CUUm52AMKNvACiF8jiFJBlRpFsPQTU2dtraDnrdppBqRGXEtWxWqA7BVp2txWS+dCoKQqQGSPxqkt/1eglAT24wm5zMBif9VCpIVOYUqO1C7+sor9ABpen0HDJxWaHL+9QPNfZ2pqiXqlaRD99rPTiTRih+D7SRdcrZ/PT2lltWS4d8vpXAhHiyXYGSwpJr/a1k3LatnWLL+bYoJTc8lbxVFiLlBr1Qdfg9M5P3mQey8jiwqnWFj6OBUtKvlVjyHtuZafWbWlj+ZuEa1tbeAFrbn3W1K/h5mhUjPM6GF9DxmqsHazUgqpZRolrKZlYltF+F4meFYDW9cSn3ausiKH2moaLtK6TbQ+eEHlGLD56F9qsmK1xMXBk1OZVwJE1QTmg6iSNvUuwg2hGZBc9ZKCGaSt92sAHNFiJDui203UjG0hIUpxSkxZiTbzoIc+VT9l2vz+WIgqrb1RpTqyWDTk6ScSksfR2U7OismFoGtp3Y91XzYjXRoc9iwKYuoZE/WafPTF2uaqBQI2uhxh8rxB9oAlPiYh2wtY50qE0HVTtLLxrAishMkWODbLO7dQDmPq6o19m3rmKxykgd+Dk+aVDHIpKXa/rQaMn3qN0koajPLRLWdGKL0fYqmlTEcX6VuX2H1SIWx4GCWYmQQ8tS783s1y6oXXaxTaSRAWzx7fpk4ZL1UOXkhIMhKF09+B0knn/+ebztbW/D0NAQhoeHcdlll2FSVaUB1Go1vPvd78Zxxx2HarWKCy+8ELt12SOAJ598Eueffz4GBgZw/PHH4w//8A8RFzzf73znO4iiCJs2bVpy/btWQ7MQCy8VfFKEeqRKKEpiJTZ2+Udoesp9QF5CqMOfBY+netyoJLjkVQlL0aCuwjIPEqNpZP4zs8gchnsAVJr/ezE+PpTeGnPZUEujq2F7eoB1q5s7aCegw4VG6tOprObQ0uh31WouhQMHAc1EQN6hS7i1CYkQF40iZE45LJxLf2s14LnnkpsdG2vvP6PqC+MgUR0ZQrWaPUpOjgcH83VmEGJ1O9LimXEhN7CTFZFZ0DE2pLbi8VxOr1mlaSdoshNqt+xrrI+OrhhxnLmnsFpRlFiC4jjvq6vPRImM9XnSaiuBTW6hlATfs31veDgL52/tI9ovrX8Jt9GpW2Miyen60ZU62qX1HrS/qf8R+42SI+YU4ziShFUAVq8eQLmKVtlC81komqR1BFcEiGBcy5pAm4r1BrJ3od2EgefRBa6oCvactC0na60zFbskqimbrXxXeW4Xf4Tk/SGEhTkIHOr6q856/rztbW/DM888g3vvvRf1eh2XXnoprrjiCtx5552F5/z+7/8+vv71r+Ouu+7CqlWrcOWVV+K3fuu38J3vfAcAMDc3h/PPPx+jo6P47ne/i2eeeQZvf/vb0dvbi49//OO5ssbHx/H2t78d5557bgspWgy6ntC0cwBTHxvAECANQGanF9qbKURCs0GVcgqWodlitbfr9dQPQFfOyJQuqpRbigcyWaDLmsOaixIysxI1MTVk5IY+NtTUVDA/34Px8UFEUTa+0/zEKo+MMO1KOYkZQm9RqnJmZvLBX8hK6CyhiZWGhxPH58ksXxO1QurOYsmOBR9TKD9NjtCoMGXyybGxLKcToTFAtOGpqiDDapZXqr2AwcGB9BLkDqtXZ+4RGhBRrV58LeirwftMr6sOD9RQ2JUw9thVqzKna27X/c3/mg9Ri2K70W+GYN2q1ewe2RQEm7enJ/PLCLiI5fJnViqZooxVHdB75svN96dIpaAjrv7X3zYMchQBcd7PVv1BVHGgpI33OT+fTAyU2CmhsdViWerzvHbtAEpVkRPsM1Rz8aJ8wem8RB+hEKNoltNAKX0eym0pnvhMLa8I8SR+K0lR02pI1PH4ctTIyzi7bEzZHz3UEZ7EtpvM2t/Lg8Njcjpw4EBua19fH/raTYoXgUcffRT33HMPvv/97+Oss84CAHzmM5/BG9/4Rtx000048cQTW87Zv38//vIv/xJ33nknfuVXfgUAcPvtt+MVr3gFvve97+Hss8/G3/3d3+GnP/0p/v7v/x7r1q3Dpk2b8JGPfAR/9Ed/hBtuuAHlcjZ+vfOd78Rb3/pW9PT04O67717yPXS11i2kebHEpq2qsp3OtGiqYX1E1EkTaFUZLCIKZloOBVUxMwmqty2K95G8zMmnjkxbQ7KTfObn6zlSwfhz6pycylCV/tQKqF6b+0lsGH2LbVGp5Ab4Av/Alv1WC7AgQm1L1YlVD1nNh21gfWZStg4I1tLWrho6SOZ4ijILFfZFmkEtUNu/TaXkMeTqofyISh09rqcne9RFz4CExT7PUDfTLpDzY7H3X7S6JwSrodGVjW3OL2pmoL2VmZyd98j3lfet6cL42un2oIqIF+SJBwEVSbwHSRQfdMtpd6mQKAvJHt2WHlsg31rQ09Mi4xdrfjqWB78NGzZg1apV6efGG2885DK3b9+O4eHhlMwAwNatW1EqlXD//fcHz3nooYdQr9exdevWdNvGjRvx0pe+FNu3b0/LPeOMM7Bu3br0mG3btuHAgQP4yU9+km67/fbb8W//9m+4/vrrD/oeFujpxy7akRjuLzQ7KQEBWqdPi0HRsUV2/YV0sUVlxokfTU9PKSg8OACEAuwlqaOomJ0LfNhyc0haRrcn59TrvTlllcohaoamp4GhlQHCpk6qVosVCGai9Q+5D+i1F0NebBk9PUCaQkBvSEcbHWmLCKj+5mot2R4aEPQUvadQPEZFHKPV2Zc3Z0GNkRIaZSjWl8aUSY2Cnt7SfuZelLzpMVpO0f2x/ND+nFkqtGRGC9HCii6ix1pHnkDfbFdcKKtCop3Jw76vlm+G+mwcN5O/hirBlW0LoYBpRJXiewrVmZfU1yWkcSkqw8aGyh2gv9UPTQuWVaalej0oyxdjoFleYhOK+bXU84GnnnoKQ0ND6dZD1c4AwNjYGI4//vjctiiKsGbNGoyNjRWeUy6XMZxbdgisW7cuPWdsbCxHZrif+wDgiSeewDXXXIN/+qd/QrSUcdago8/yYByMXv/612PFihW5zzvf+c6DroNdng0gXcZdkU+Zn97exDQyOBie5dmpM81GqgLVAHCaOiE0yIS8P63EoGHdhqgXb1x1NbGzaOtg2SqM6TNTQ14jw8+0bMtraTjTnJxM8hExv834ePKfq5xno4FsaejISNbGTE7U35/coyYpkmn/C7VSLpuAuthwYOOMlvXhvdr4aQStYKtXJ99Mk5MWyJt77rnE3LRrV2Ju2rcv+ezZAzzzTLbEW21hQHZPacFJ2Xagppqf47J1EtYxKjSbnUU5rx6JoizvlY4oXI6sH00zoe3fbDBG5VUOqv8HBzPLIG+VyjW68qhVrrc3MxnxQ58rVsPmsdI8UmwDPb8xcnxrv+CLYt8nKyxDpFTtmqldLyveKkdskeQV+XcxkUB0y2I1aaLlJYs0j7mFdWoOZJ+ivFLGSGhyWOYf0PelecHS5AEMRLPpSm518KaGSDk9m4/PW1Nx8KOKViDvY89E9cEJiDYCzdP2RZR15an8Np8I4XAdhb6THUdo4rjUDzA0NJT7tCM011xzTcuYaj+PPfZYp254QczNzeGtb30rPvShD+EXfuEXDqmsg6dCi8DBOBgBwOWXX44Pf/jD6f+BgYElX9tqaNQ5rITkZR9A0gD68qfCgfEsLKkJ2QKAZJ/q1nXWqyaHEGy+Jz1fr0uofr45cldHh9LNmifILuPWgSMzP5OgTCEjLTQ/NeS7jGxpd0IDWQ0gGePZXCtXJtfgoLNvH7B6dRllzWwYRVnbqH6bzhIieFXlrsodXi9k6gpprLQ5OR4wCeVANJvVi+xoYiJzBN61K28voAMz3xkyEQ4UOjLIs+TrpDPw/v6k/koadDCx0HtL29bae+gXE8dJHY47Lk+42ADT00nddaDjeXK9Uu2F5kXL6WU0/txAJfF9iPvLaV5ODmosg0oiDaanr3rIB19DBChfYaC6hLcMYACTrQy+Ws0C3WgBWiHbsOxAfLFI8EzbGzejdB8P5X3Oz9dAx/o47k21NUm378HUVHbfJA16GyQJ7MOzcSl71tpf6Ihknl3akHxQ9r2k0GiqvUrNsstNvxog89my/ml8zVQ7Y5+N8ixdoUdYrZ+drKXMR58ZLyyThXIzmGUZ7WPSEEdm6fbyL9u++uqrcckll7Q95mUvexlGR0fx7LPP5rbHcYznn38eo5qMTTA6OorZ2VmMj4/ntDS7d+9OzxkdHcUDDzyQO48Ov6Ojo5iYmMCDDz6IH/7wh7jyyisBAI1GA/Pz84iiCH/3d3+X+ucshI4RmoNxMCIGBgYKG/BQQFKjzsAkMhGQl1BKYqyGxhIMRch0AhQHFCmC1d9as4KSqloNJTSQJPnLmyza5XLKzyxJaiyZUadga45Kcj3V6z2IotbM3RTOuuoIlaYwplcnnRpVLWGnwZUK6vvypIxNwsEklJDSPoLQ/atWKyelKXW5yokzdoLJD6lSYGRpPhu9gCGndkYfGth1kFzodWHblquGBOuFoqjVSZYvChsoNELbigKg0UMHdR2IoqicC2DIjOw8x84HLHe3vy1xBTKTE31dK5VkgpIrXCswM5MvwDa6vlj6HFU9EkBI4aPNlZyWReLOTE/JkJsU3ZMzoVlzjN5SSyRdNr71HM89rybUN4qqk1CbyacURYiiUq45WA+9Z31uli+GlAfWFTBXXTtppADhASqbOTOrVBBNTKCBTJ7HaO9DeSz70CwFa9euxdq1axc8bsuWLRgfH8dDDz2EM888EwDwzW9+E41GA5s3bw6ec+aZZ6K3txf33XcfLrzwQgDA448/jieffBJbtmxJy/3Yxz6GZ599NjVp3XvvvRgaGsIrX/lK9Pb24sc//nGu3D//8z/HN7/5TfzX//pfccoppyz6Xjv2TA/GwYj44he/iJGREZx++ul4//vfjxdeeKHw2JmZGRw4cCD3Ado7iS2oarSxYxaCdRymD85Cwb2I0LQFCEv8NlhgdwsyeRdi/T1mX1j1qSLCyk8KvhbhZYmi1dsHiKRVSbcIQYFth6I4eCG+mquoTpe1MFaIWhxNTRwyIRbAOo7ax60rXWy9eW7LWGtvPuTgQnag77klQKbI0MCtRdvHx0fargvYgTB0CyGFqH0c6QAbuneqCTRtiL2hhRjjAhpWDT6niOOw70w7zw5ewmZt0Kq09CGFNr5+9GGFnJ20cQP3GTJ72ktYMrpUeZSWvdCJtn6m4dvJ9yNjZlIUhXJdyqczeMUrXoHzzjsPl19+OR544AF85zvfwZVXXomLLrooVUA8/fTT2LhxY6pxWbVqFS677DJcddVV+Na3voWHHnoIl156KbZs2YKzzz4bAPCrv/qreOUrX4nf+Z3fwY9+9CP8j//xP3Dttdfi3e9+N/r6+lAqlXD66afnPscffzwqlQpOP/10DA4OLvoeDuKVWxwOxsEIAN761rfipJNOwoknnoh/+Zd/wR/90R/h8ccfx3/7b/8tePyNN96ID33oQy3bbcqDEJnJvdw6O9W1isDCPRjIBIWanfRcWV6Y27eQMC3y4bGIY3DmHBKGqr2g9iQZm0MxNqmNgezTVU9AprmZxcxMb1pVTqh4nampLE5MFDVnnjSPcF2vnR0a7Vgjypb12Rm+cg+9X13qS4XL9HSySplNSRlP9wNMxvnVTEx9YKeljFDaTIoXUXNTqWQaHdXPixqDS2OpMKGZjL4ESmYCIVDSiTU17aGk0in0QMaa4dJ53jiPY+Oyrs0CQ4EboyhpR9VuJUttk51RlF/tBGTLlHUfn43enz56dhd1u1PfKHVVmpkBsLqab3MO7scdl/Vp1bIV9T19EOr0Ecct5qXQb/LcbH6SmJtUs5mgBytW9KSXjM3rF8fJ81a/lVotuZWhtcPZwfrSqNZTNRgkdfSTsnJKH4bR2MRxVifNFMF4Q9qMerrOV2yIHB7Xxu86a8wi8AWbm0vvO6rVUrlfRqYby3F+tPpULh+W3+S0FHzxi1/ElVdeiXPPPRelUgkXXnghbrnllnR/vV7H448/nlMyfPrTn06PnZmZwbZt2/Dnf/7n6f6enh587Wtfw7ve9S5s2bIFg4ODuPjii3NuJYcLS36W11xzDT7xiU+0PebRRx896ApdccUV6e8zzjgDJ5xwAs4991z867/+K17+8pe3HP/+978fV111Vfr/wIED2LBhQy4hZYjMROZ/avKwJicgL+AsmVG1vZpNQiMvBQ2QTXkmJ/OxWCx0kGddbOjz5rUiGfhtEYSappMqhFYzNZAI4JLZrp1xFhQZ8/NlzM31ptXjmN7TkyczvI3eXmANCQ0rpaOWOaGIB9pJpeWdoRk9w+xXq8k3ZXwZs3knRJKZsbG8JG8+t9l6PRWWlYmJpCORINArWhNbSpA61pEuDAxzw8GKQZTVysjvlSszv04OCBMTyRjVQDPIHG9+cDDZoe8y/9MJWPOR6btvLyyNqFapNGZInO0soYFyBJSjGgD2lVLufB1rgfx4qlWo1fIcZHw8OYauWDRpVirAC3Ez3pElxkBm99J7U2cQC1WVCEMvV6somt9bP5gstQiQJzUZoVHYnE58p2lSUwLQ319CpTKA8nCUNZBOEngPqp3jwgI6N9lJkrabPG87EQJaD1toXmYvw/vlJCfXhytSL5sAK1RXiblTmptDVK+npIXfVktP3xobeO/FjjVr1rT1cT355JMxPz+f21apVHDrrbfi1ltvLTzvpJNOwje+8Y1F1+OGG27ADTfcsOjjiSUTmk46GIVA292OHTuChKYooNAKhLUz9jvdL7bYJYdMt/utRiV0nrXD6Aisv/mf0kOnpoo4XvBpmslm8xLWhAQUd3GdXfJ38h3HvakSQ7UmulJD/R8aw2WU7OBSoL+O2xAa+2Fz2ebXGbBddTNQaWSRSSlE6QWpTrQiXGNkAjECsgzt1MSFloM0Z7tARlpYrD5Svn4cg20QwP7+7NyQdipXEJmHvt+WJIdMFDrymPc0iiRFxKRUXNUXfOBNdtLbW87FerOvN2fwobkEeYhqdbiP7cdnO2DvQ4lzX1/mS8O6FvalwAuUPs/WiYPOd/S0rI/o5EC/86BySavFfqVL/FOfpKr0IyVxZMZqDlen4ND98TvwMqnWlbvVUbmdWMw1HcLNq8cGZaUeoCfRbCqBUEtCaELyHwX/lwdHt4bmWMeSCU0nHYxCePjhhwEAJ5xwwlKrCqA1HkGhZ7uNOxPqoWagTTUzRcfzOCA84ixEjorOC5WxmLKC6JHPQqCmxjoIZ1FQgfbaE91Wbtdmi7ifNr6ahcWGykiTHGrlrN2ODsAhX6ciWIZn6hDizYt1u1o0dIbOdONA2PGlyIYS2lYw8OX2KfsouGTo1KL4JPYdsnyrXgewspInLPZilvAoeSs6pqUSYUJji0jiPFHTaftXcX/T+9Hb0HQSbcPNcHAPNaQu6273jAuer73HUN0XwkLvQMsODTG8xI4QikmzmGjCnYMTmk7iYMXkglAHo9tuuw31ej3oYHTuuefiC1/4Al7zmtfgX//1X3HnnXfijW98I4477jj8y7/8C37/938f//P//D/jP/yH/7Ck60fy4cts/WpSkOVTFa+zGdWB29VP1WprRNu0AgVEhtu1k1qoMOGgoCanAkFktRS2uoFTmgK3gtYIwTQ78cPl22j+nmpunwJAc1NPLm+j+gNwgQnD4McxULarMvT+pNKqoOIhoZxOlN/adKGm529diTVgVQJauMZ8b17MCscc9MbpJMNKNtNUWAuPQmfi6luur6W9r1RrooM0TZwcHakCoYpHV73YF6XNYFdCo3XtLtsOyPsgNVGprMnxfyCvfcpMNFlRKUlBPhxMiFfxHevvH8DQ+vX5/qKrliqVLKeYru/XgrVNSAD4TKtVVCoDLc9BtX4sPuHFvajXA6bk5uRA31dehpccHs58wbiCUBVL7EstHV8dXFRLQ+3zAtoYBX2+7KtizYVW0aPFW20cyR6X/OvSf16zRPmqS+bZEFoQkPdP7O1FqVZrWRSipEa1NpRyju5AxwgNsHQHo3K5jL//+7/HzTffjKmpKWzYsAEXXnghrr322iVfm7Fl2jkEc1sub1Mo9gx7sg1eZokOoZ2NI/lCGh8rEVSSA3mJqec3vxtRGbXJvPCwVeOkjacmnKoX8/NKaOrym6Ao4JJu9a8BEkLUg+npSqrhJw9jfkDKpyhKTPi1GlCh2cmaZsxowXNZd44tdG/h6XbWqoQmRATon1GrAQPDMgDOzWXB8vbtS0iJaDcahtCkLaHej5OTWRmDg2klVSFgg5fxXlUBpP666lujSBeu2MGJB7Jhxsezd1hHXRt4biFto9oQyTSVcapDdfMaAycPpzFNSnFCjKvVLI4RuZc1tTBNGp8xu4G+x2pCTY4pYXj4eFSrQGn8+TwLoF8RG42kS4k0+zqXfHNtePO+SM746e1N4hix+dTnJ2n2SlOD2X6FCrnG1FQybivxq1SSV5FJPukGk9bd1p8n0zZpFzmEbEX22Zv3ic1i3QSV2yp3tKIsRGb4OtoAfOn7qDGc2ChWk0Y0n2mRz2Qj8JvRtZYPhydSsCOMjhKapToYbdiwAf/wD/9wWK5tnX8b5n/L0j1dDdDuo9MTzQYdgo5eVkceClPOeCwEHRL7+sLCR77VusHNKiBCYxSrUK+T/ilhSRsGeQ0Nf9eav0mGsozf+tFYNDZWTBwXCBOVlnHi7FxCA729pbSZOJ4yZppGESaKlGNAPnpwrSZmJxtuWKV18zkvqFUvSsJjKmQzDYSawdY75DcONF8bffj2fQVyzpM5r+IiMqPPgf/tAwxNzdlm6hFeqyWzbtGYlCoVlKMIUbXc0gZ29QyLZLU1H6zyKCU4ADCkjD6OkwbUQkL3G0WZt7g6KzUrURlubSo9jMWTiCSuOz3IRF2iF+AKJ4W6kvHRaFL6kFakpf11aTZfGNvArKDdH3ghrYaFCUdtsaoU5D42M8tQMctXk1qa3GV1NsaGCMk/RZP5tvOb5G+OCTE6PAi24OjOtn2sY3mf5TLCEpaQdobbU72+zb5mP+p8ZjtUu5HUomgEK4LGwSjo1BR2RYogouiYBAejfM1mnjZp4KJcTdqN6IJGnn4uCXZSp8j54bR7btTQNJ9Fi1gpiuRnGB4DINq6hZqgyLq4qP0LvYOKUAXse6akxu631w2ZMkLkx9zAQr749tJFOZ5Y9PQ0MLS6DVtkfy/qVwWxqEKiAcj4kWpu+J30jZ6mpkY9OsKw/UdNcMH5kzZOKA9duwstov9ZMbiUS4SyMRAqdgsvrM9Bf4fe28BLpKSmKDmxozvQtYSmF2hZsh01P4wOXKYjA0PXr16dD/+us1aqn9X/QGe/QKtGhtvsTJfHcHqiqQ9CiOO8AT0wqBRFCuZ/qnTVrSITMNTC2O7Ne9McTmXZVgbSHE/TqNfrmJjoRRRlKvFFjavt1Em1GkoVoBGV03q3i3PGiXQzCjqAvPaal1HlGGf/A0Crlk6T8tRqaExMpDGU0WyxuPkdcbQh8eU0myaY4WFgchJRNJS7VdaNs25artQqwJm6ar70danXAajZTKGamZBGwj6D5rbURNSclr9QS/4PaOwgnqtEhjfC7TS/WaT9pZy+K8PDyb3QVUIjDvMW+MyiKDsOaFVkRhEwu7qc+GpZlYZe0O6LoszUFCCnQ9UGpleV0qwI6tsTx1nKLNvdk6bpQRwDuvJVTW48XpVKXMLN16tFm6HPskhbrAgRTgszWVLNDANOswgSuYUmMeRa2h+ZQ00VMmnsI95Pf3/m/0UVmDa62iubMlXj0XAlIhBewt2GR3cA7hTcSXQtoUlzMyF5cVMSo/s0b9PatUlHoTGchl0lLlRXq4o+BB2J2OEs0QFaw/0rOAjR7ET/h5B/DwBMTqJaHcLkZNb/daaoqXpYLJ10E8fgXmiI9qwV55CQFiALqkeiM91sXZqfplGrAfv29aaB14pkZ8oDVUiFZotNwRVXyoULjAz/yVl5lDBo87FebIeU0LBADgz1esKOajXEyBJEkMQAmTEurYZ6OpLM7NmTvFuG0LBuzV1pnBX1J1FFgm7nAE4NwGxcylaOWdufNpQdvPk+VbLcPflnlmxL3U2qJQxZZ00xyeQqbj1GOVqLf0QJDfT1ldL2GB/P8lrpynP9HVoGbAl0T0/Svdf1mz6mfWfduuyC2mdt/+K5tRqwdy/Wrj0e+/dnvl3a30hQeCl1Vo8iRvLPVgSqz5nmuiWB1ViBq1fnbyH3J+TPFPpWJkIUTCg4UeLjVp8vFsP7U02V7fcaNaBSyVyZ+OH2ctTIm3iV6ZO4KKHhvarqKkBogFZjD7X1i6CAhxFOaDqJriU0fJn1f0pmtGdppDL2VpIZZljklEiyu7Z43xN29FYhYQcSoL0+VrfRu9YKZTm2hAZ6ejItjV6Kk1RWOz+R47JSq2LnkM3tc3IcHYipuekFiU+tVsLMTE9u0GlnTgiqjrUNajXE0VCw+eyhdoDgvdvFa3q8xvhoqVMzrYElM1ZIloCwJoQaGlntVBnOAhvqzNTyOX29mACwKCQ+t5XtyUS9nrzT1owi7ydXtNjTdSwHuLpGHLp5kAYq0dEOSEgDR37V8DSP4/vByLi2inZOEMfZKiltN/rQ0+F6agrASvN+6bLmlSvTZ5y+NKphCzXy5CRKlQqq1aHceEswGjWJCC+hbWv/22eq+6h4CB2XNpAlYEUFE4uxBwe0NGpx18zgRGg5uU04SgUYxa72gdxkkIJKL25nazo7mZrKnKt6e1Gq13NOwEDe7BQhm+wuH5zQdBJda0IM+c+koMCywaeAvFojBMsU7O+igbkINg+UXsduW4QQakcciqq+OBS514XQ6h9gq57LScMKFRGbgsrax9TunqzlYNHgyia03lWj4HcOBRezdV3M87DHtEs82oK2jDKPdgMsr9v2ZHtNMsYiNoa8JlG3Fb0SIXJn65vua0eYD6ZTNC9keY8GDbf1b3eZ+fm5Qt6hWLD72wZb7P20m0wgf3/WB29JfSlQxaJrBrHQO2x8bdqNAXYllKM70LUamh7kmXeaVZs+M/ym34zqPTUmjY3ZYc1EIQESUlvbjsqZhU6/COqptUyFTos0zHkco1Ipp9XUy1sfBVY9GZyoacki/+ZDtqeVRqbn6kVeWzOHxASVoFbrbRlodADKtCilxMch5OfAdqpU0uOpkheLBWq1bOIG5LUx1jJI1T3vn482lZVWE9d8D0rNvE0xkAuZTiNdCci0aOrko2aY9BlldbJZi3nLQN4/pJ1GKucTtRhWV1SY/NScPaynkoTJSeTNTvbd18rZB88C6WxSqaBazXqrLjIDsrySVmsRUgjZYyYngQO1MoZo0+NSKB64cmU+pDVvmhqbIg/YOEZ/f3a6tpFtjkolK1L74+RklrySpsSQKGGZVkzknoNqy7QRi7Q0fOlDskoRJ6sMrfsekJl19VIWvFf9zU9wgYKVlVbGchuP1Y9q3ut1RLVaLnQH+61qaCIsdxwa19B0El1LaDjsAplasUTz0tq1yUs/MpKPy6Geo6rqtFHQiggMYZkE0Kqb1XOzZRDZfgocK1RZjnVQiaLEnFEt5wZsjs2asJSz2wwaVA+B30DS7fuRkRoSGqIO4AAoLiYnh9JBEciPaRTe9BdBpZmsMjTVrlbRiMqY3Js1H8kLT7HmJPu46FDKAY7mdnts7hnyvWC+o1ptwdy3swDK9EbWAZy2h6aOfiCaTQdwtkvIRKi8gORLLZTqd0ESMtQrhCI0SC0wy+X1OFjxvdEkmFn7lZKAhHbQ0Xez6X+UevqyLQYHsxegWkVJHImHh4dyPp98donvSTaQ81nSzUzbj82+d29SneOOK2MdCRQLZL1ZuN6LEpxmHe2gOjTcwPBwKX0WoablqaxrmDc0MDPTkxIeigyrpA0tnktIXwlRVEZUyUhh2dQ1Z8bhM9JvK694Xq2GUjUCV+YJn2shM3wGRRxXm9GK2JZGK2JHoW3qOwQk71bTnFiZmEjNxbpUW8N6LO8gOI9DW3o9v/AhL2J0LaHRF7WEJOZFzmeGWWd1VZMuBWJPC0332xGYXCWifK/WAVtnsqGyeJz1ebBTUDPyleJZ9PWVc5NNfnNwooDNqhQiMHYmQMfh/uZ3WY6bQ6arSByFdaUKq8uP5i6iECxXAyN482Mnm3wc9F8gKVFBameCBEmAlpP3J2o2lr4LYnZSDQ2QV1fPAiirT4l+qF5qVkITicZxfrbKbzsjtwOmvcTcHID+QJcuWH6ca29wdUkpN5arsolkhok0azVgoBLl322Wq9v4MjAhEKEPlkt5oggDo1UMDpZy7jmE1Qqov6j6TfGYffuy57tu43D+ZljXSiWv4mOd+aK2vCBIL1CpDCCkILFNofOWkKiYn6+D+dBCl9LjdTWU+jXp+7FmuFKsNrEV0232ws2LRNFAeoiKIE5OlFByH8EupMrtkEU9lNm9sP62ziqvxXu8VKslqw+RaWnSU+Xj6A50rfmwJe6MTWIWIhF2xCg6VmHVnnZ7u3PstULHKWxs+AUQUiCxzxddoj1CAfcWVtiGbP/BPEyB9qKj6iJut+V0Owi0LldvPbdlo9lhO0wwTJa94cVUfgEs6Tm1O7jNu2hj/YQUZnZfS7nt3lk92dqw9ME0vxcab4tg682iGyi19teFOsQCzy6oYQgcs/B5pdT8tBiEyOxiU4y1nYzpZOoQUHTPoX281EHHmrJqLGV3Bb40RXHJOo+5w/BxFKFryamanFpsELpSyZqYrKnJTvetyYn7QzgUYVGkduXI3N+fV4urLw3Kuapx5spJqG2OJFKwXZJtOw5bs4LWmDVKbsoA+oPOgzqzpkaF8VTS/C36HJq+M9oMXAVTJJOLQlTYeix6oGzWI0JeTU0tjca1oPYmGh9PGpqRpK0qKI4RVcI+EfrNUCg08ajfAYvs68tHqU0bQG+KS6SK/LKaBS5EHHkaH1Eu9o2qR1Tzk6qOkFWeF2FsGqtei2OsXl3OLb2Porxpw9aT29nc9L+hrwqQrJxfu3YIJb6IrJ/2cxsTStutoE2iKBC6H/k5it5iT0+W9Lunpyddwm2dg2lK1MWXUZQPNaBxYSgC+vvRShBtgy1WQ9Nmlz4yvqfKDbWf6XvL/6HyoqicyIGQumshUNipH1tT4JUnJlKTE29F+/PywX1oOomuJTRp7ydjp7nJmpo4KoRMTeogrMcTPN445qa/7UyQglSJTUjY6LkhwzmQrfm1hAaZ8ODgz1vg6eo2VKsBExNlZIuSFXQO5rLufrQu5SaJ6UFCdioABtOm01vjwMJvIGuOxHxRSdu1EZXTuCcae0VjkQD5wGts1n37sm1sKoLh6IPKNCvg+dxXrgSmplL/GNXKxMg7HdYAVJ97LmNu69cnZQ4P594DNYXpmKmPWO9T8z4poWGsR1b7wGQzRoy9D7WxFdyn5gILaWfs6zw3B7xQK6FSGUjeCr2OkgYlO9VqwixqNWDXrjzJYh+cnES5ClSriZlDeTstd+oCYwkALVgslv9HRpJjRkfXJD47+kLyhVV7KJCZy0IqxShChOwVmZnJ3kN2XZqYNDCgLi1n89DHxiKOuUw+qT/bYO/e7Dp63cHB5qO13tJFD1Flk15UfzcJODfTJYpctUhLxW2hAOwKzdGW7C/lfYBsvYpUrHZySXbVFIKRPlthXiVlwI5jGt1LaAYGMi9KjoIab0Y1M5rulWSGREiTVVqHi+b/2ab2IqokOYdaBInV6NjtRdCIakA28unSE3UKofCJMo3M1FR2++pyo+PHihW9mJ+35iNd8US36kGEZwjU2JD0ZCutCLUykFSo1iaOgUalnEYFtomQtclDGhpeS32LbewW1kP5Ipu5EPLcS81ZXgTk/GgI+tjkwhQrOxENjaZACJEZnqIzfB0s9flJsZieBqprB7K8STyZDc0G08aLIszGpYWUEbnXmNdjkQOhEYsFhiKvic9MzsFLCq1UB1r4f7sVNSTvvHUSZb73JAGVCrBGX0A7sJNFsK6qZQq0CZ8BV8zpPhajC8wsAQOyXGeEvguayJH76E+tbbN6dUYwUAtoaOxzt/KsiETI+6q+VSERR4UXj+G9h4iMrRYVz0CbeErt/usz1aRnfAg2bwQJbKOxjITGNTSdRNf60ORsqZqsTUGJowLNetfxuDafIkULz22glLcPL0RkikCJx+92OQACl9Lfmlwu2c72sRqYdrAkKCvDDn5Em6q2oOjYoke5hFAr7VHwfNrZ23V7Awivxz5I2PgmoSLbXkJHk3ZT6cWWJ0gVF0UntPP7YqfRpd1Fx7ZB0TsWImjptlBftgUuohHoyNrudNXYhOLWcF8oWWURaeC3VQoHsdSJVAhSuFVWLbboxVw2eA/t3oXQs7IXYsMD+fhj+n/Z4D40nUR3a2gGB1s1LdZnhvuZq0lJDY8N6fuBdGarGupqNVlCmQ5wgdlwbjZoZ65WQvE3hT5BhwG12TTLUc1/aGbE/3S3qFaBffsqSExO/cg0M7XmN1c4acwZgvuowRnEypU94dVDyJo8ivIaB4C3UAaXInASCWTqeatxCTUzERK6oXqxvLKqRJQsNoWezQsGZDb5wplBKFZ8k+SyDfr7s1UiOoNvx69phmCKiZY2sAXZ0VV/RxFieYdtmxUpHNlM6T59kKq+MfeeftPWQtWGhsONopb5hl5fzYlaP66ss5ZYXi5VtnAHzU3VarZ0m9DwxUzjoGrD5rPlijVmRhHrb46IsklCHI/nhCyCSlzU9GaP47tdjhqtz15VIXqiPli7rMwcU8p5jGXvIa9tRVdogWaony5qkYK9H/3oxbWRaPPTxmEgK8XcHPDsswUXdhxL6F5CMzra6uyrzsD6nxGy1PMOyDubVKstoeHjpoC02spKpbmcFWjVzIQ6I9BqtyeBoVo0NKqk+mXkAjyUkcQ50VukIyWLIF+L48Q2H8c9mJioAmleJpqZZpHXxFhCQ/frCoDVqFR6W/gfQSLDfTSFcXCipWblyrz8YjnMdRSClc90UlT5xXseHGyN5zI52TRDaEHqvNHbmwujbpPcKanJpUKwI5yR6vS94FiqPESzbtgBvb8/C6NkTR3pQSxM82QpuWoeQ1IeUirpGBEiyNR4pHmk+KDoFMIRnA+CnqNkGHygOurLi6pLffW6fEdC45i+52qq0ZBAz4+XUK0Ooaztw5PV6YztxZhQ2gebHZ9xWiqVzM+FvEdFkPpvTUxkTaCuevbRsQl5f6p10ndDr5Wa87T++lAVIdKp7yh/yzZNN0Gzrn10IZ9ea17SqrG/ptWsxa0PWO/Dyk82ul27Tw2MPsdQxZ54onV7RxBcF7nE8x1F6F5Cs2pV3jeGA76OkPzd15fXxgC5kXe2MoS41so5JKwIgLxWRJP8pXLEjgiW3KgXLZd4ULDaQA8snI4DunSoVkO5kmg7iiZjQCbsm0mgUav1ol63ahV1/tUhW/cl8WkqlV6sXZvFKAxdW2/V+h3wlmn+5uMpRw2Uq0Acl3L3YMvU8Ub/6+p78ldFOpgPGwZGQdrUHugyT0ts+D9tHb4cfK/MNFT5BQkd681La521StZPXZ2C4zgQz4OFqBOVeM2St4VmynY8saRLx7uWxJhUl9gXTyPxqorCzLRt17DdxUK1XKqhUUKjBBYA1rBt6CGv/Sh0AR0w5dieniyaLg+xrkOVSuKwbh+NKhTURQ7IyIMlNYRqoNJxe68cFFTfIfxgLXEIHSebtMhKpZgQ67dFFC1gKubFlO2ovdx2Dm4PzQLsDItY9Hr3wwH3oekkupfQhLQhRRLSJl/R35VKS58CWt1XrLo11IHTpcm2nu2gBWlsf5V8BUltQvwpBG2SJPO2mpgWMyNIyI6NrB+61aLBiAi2XXo/i0sjF5LNC1075/MZOshI3XYZrdL/yhDaOJUWRZi1sLNafY2LzsntCAn5RYDvfmhMDF6rqAPYUVC3F83GC6CkKlScLdruS/tzhHAnUa1EqMCCi+szCWUW6O1NeJ59DCHRc9hgWaiFvb+ii8cxQqkcWXQo4HnHoJO/BTsA2guA+eWMvktz/qGc7yhCdxMatbkMD+en6jo9tqufuL8Zdn9iT6Y9AFo7rA1+yssXjh1WwBQJeatD53HqWKEjDc9p/q9W16BWyxKH65iqTaCWt1qtHxmhUT8aQu3Pmgqh3CKUFdrcQD41Fo+lT41OKhN/gHA76kRal4+qpkyvpfdqBxtAzCb0qdL2brY5M/jajL38nf5nNGr7bJrPh/WmcrC/P4tNYl8LPn7K8NCgUakApXgW5QjAZC3fUKERRt7xCHmziDUdMOWALapw/AjN/mlPVNuCHk9PUwkgU4pnQS2j7bZAVjfWkzGNFuJMrEoUAVgtDJFaLK232iaJ6enkwdGuFEVYubKcWqVWrkwOs5ZGbXY2hV66SF5QQaum7SjKgp63+IWFnNe0EvYB6/52TKu5KRf3SE4res1sUTZeKedmal5sKYA79WDbUNrJrRBQG7gV5MtKaBydRPcSGvb04eHk9/Bw6/rBSiXZt3p15vg7MoJGVE5lK838ExN5QmCXYwL5eApxnDl8EpHOBkMfgmE/qRtX9bE6BfBYFU4UsrUahtZXEQ+XU+1/HGexzCBVIY9L6t2Ler0XMzODzaXcU8hIzRwS8kJH4QqAISTOwJWgRpczN14nFGeOdVFTUxQ1TSdszOY903qjdbeq/CIyxdeBv21w5jhGklNKfap4AzxBwqij2RoN+R2hmWZjeBg47rg8U6ADapQ44XJQUl8iG0KG9eIroK4cSm5KtReSFzXEqElylSk2G6FRGUCUNW9qVWH5e/dmr5bWTds/nSxzI4kbyXZPTxI/gIMM62EZqfrUNMnFQDVCrVLKucLx+oxfSGJD/+IoKo7pUqslVSFeiMsYqDbrTdurrom2A38UZQWIE8vASAWV4XKuu9oBOoqS4tU0RoQsQ9PT2f3xftkGFFc08apZbUAvKmbo4Hc7dYqVTXGMciVCf39rROlQnwsVZVMgKLitFM/m68XG4bpuxuAKdRReTIULZSbPsZ7Vszb+VifhJqdOonsJDV9qzpTXrm2dwqsjQlMqvBCXUZvMZDJlrPqbsfgQF7GuLsEZ40KFAHkBz45K/54QQoJ3chLDw2vSwSi0iIHyjos8tKg9eySjZRp0rxdZzJkKMjLT00I2rFaYzW2D4dlPGsvHeFvbZlIlinXM1sm1Xlu/rcNtrdaMp6KenEDOQYA+NA35HSNb7VQGsuCNq1dngpWxV6TSJASsg9XSaKgWtmNh+ga+K+PjSL1TZSBqabzmPY6PJ1Wl301vb5ZskUVa34g4zgdBTkm9JQHc1tubvxl9////7V1/kF11df/kvbtvbzabH4RANoCEOmKBCqikwUg7zkhGtIxTprZQS2sKjJ3SQNEoY+k4hkoL1qlWtBFKa2k7NYOlM1i1iqZI6VigSCgzog7WwgyIJCHIJrvLvt13973+cd/n3s/33HPfbkJ2H9ncM3PnvXffvd/v+f4638/3nPM9X/LHTEdH0zoSbWMUDWWvWeUD+eSB2TbmEOuLn+o/w/eBbnBAqx5jhtbDlb9Zed1Ea3GM4eGhbByRV01y//6iTLCRu5kFAasOafovsx+vWRO+lyTdeE5RupOOOwcbMcKCayOTWSsfHUCDJEEchwerav+0cYD4GquyLCYNy1dLpotaMh0gQO5dbX0A2G+shsYCGmUYSOPQLBhVTsHzSYs3Dg07rgZ/4Cynn+ZS4TfXS8luyZzV38wb2Uq9MpvD8zW0C1tf+Wl3L1ozTBoXw4vRUA8uL36GJSvEygSaW44eZMNIeMJSf9syu2DTA5mq5obvQ5OdGWYTtyGTS7LzfpdRoV/ZflK2ehUKduDJ//oond+tmavEJShkruwcJ68udOAZB7XZVv82mbkQswkA4qFkxEScfur5zliRY7PQZ7znNDt9t+w53ZQwp7J4VNIRPVlyOMny3Z59SV8i6RiTM5uC57wB5bXvXAZbRUcNLd6WXLYs3elEk5MuhUmqux0exjQamb8ANTL2AoquOHb+0MUEEC42shu6fCkjL+ATBX/Z9kNloisBBwYahXFNrEffE7sriUmk5zypI+AAcv1EGhWYPjoayoffma71j9V5i5RpZpS6CUzLDieuaLWO1RrHLdC6/dtz1Cz1W9AHuAIHgFWrUGu1EDWb2ZEHQKitybaaeBUq7RRFab1ZvyaN92V5mxWjeBOsAhyqGLsquQBwR/mKXhfv6jtmgWMhf11J61Hrs/HG71Sz8Mp4d6swI5ZB21N3fgHhbiE+y/sF/nVs6sUBoxVBXrmFO4oQRY1s46EltqvV3tDkyG3QrD677lJNjgzxAvUUL71kTtng0He7zvnemsMDJ2ri1WFRtrDK+PA0er1UPGwfami0slSNZSvO9tV5pcrkNJ+0eAHN8censWgYrEPP0iF177eHV2TuBwQyDKWhTpGiBQ+SUkdXFTTuDlArTGb7rfeY+dRUHuNEnRZVOoq0ieNGJjDVLKRClWCAfPMewK3cDJ5HcxPArdrHHZf7x7D8dEEhllTzjtZjMO+L02xGcXquU3McgSpfZZLlX60E/N+eYMG6oO9BtuW1GeV/rFqV9h/6JY2MAACiPXtQ686i9kynLIw/K8CjZhPxcKNgIuHrfO3Agfy+glCtnkLf8i767ig/XUDDft2QdrFjQLtWCnKLQ4lagZpWMF/Wsx2Mn1eWqDqeDQ/nmccxMLwie1Xj25En3SEPpNlxuFsXM37SAsE04xhFU2OzmTvP6dgi0c+NZuHuM8NrTgxwGovIc7e0nzIZb3yoq5HO6RplQpuZ7/JsJ/Ynt29YIkMeaiIZEOFhU+VF+VXHfN7zWGjEBsBYQMOLpltFjVwRaMUxQ7WRkkl1elwwqgDNfNLiBTTUziigAcLBMTyM6WgI+/fkAlIXXC+9FK7sCG6AcKGgIEcPwqbAcc0D3grDeh0PDPgSY3Iy30qhZaJ9QAdts4l41VAwGfKMJyAX6jr2LeBJtTS5IzBNTNTM6NFYVh4qkLATYEGOsOLF6ZnnOtFBkul3lQzZ2YE8CggIA76qA6bli6CG1Ija+YOcNRgpDUi/dye5GtFId9dTBmbsitBr52YTtThGHDcKPrzdbhk0K+t6TmBGtTB6DwhPbIwiwMxtOuET1Oh8bud6gmNlIYu2XBZMRXYGBQOH3ycmcg9fDrrh4jysbhYsEmNQAnl/UCyiGlatmqwP6IyrTiyKSoDcf4N+UWq3iiLUVq1CHDeCoauKD3syt/5vcZ6d0+M4x8raFqrQ0DSzdrHdsEytww5oEat8Z8RgDx/ZZClvLBaxB8C7fHjfAT98NoWDripVsC1fnkeqJKPM3IvxVdFRSYsX0DQavtcpEEgHnjDsrTZ0dWdXgx7ZucuTGYdFVmL0CvbgrMAogLwq0EfVLBNqYXNfiyVL6pmpRM3XXhWru5LmCRRjqhSYMeTVu2oL+FuBm1+WORITKTvri44lXcrMTXyXDB0GcXKajb1Ssi/brf3d7+GKuhbc43frZGvfs9k2IvRAXXPgmZkeBmmkey9ZINfa9PRt07ryCsr/rcPcLGW1+KDXb/ue/U/XMLru4X9la6aM19mYzEDv3NrPAye9MImVBT35UT40Ae9FDwxJ2IVC5mR+wajS0MwnLV5As3x5vttE48sAWUd/uVkr+MqoNkbN+NyFqqsnmtMJ+r3FcWGlRP48BKUIwIaJ1WeVCUslg1NXeLpFVxcyulLks0AabG9mpo4kGciqUZ+1W7F1U4FqachHkhQn5CC6rSORvSi2Clj4yXJww0PKfwisWE26S2NgAMVJSc8Ao53iuONSEwPPd2o20Wg2U+51e7eCoIGBfFnOpWmSAMjDA3irXFtO1qd26UzLNI6wAdhPeiyfda7gbmV2Lc4V1qJpJyQFi3EswSMtqNF73grCNm4PgKB/6RDRNla/YuXdjkdNMzN32ElRZ+uCDRl5hUmdM36OJsHXqVzlGLCaSi0fNTpsf+9oMKalrNManVk+m9IG1lZlM7dMsBDdAvGoDJWL+ph+LzunqUxBVPqnd9+qLDXwKFAUQsoQY00B6eJ3wagKrDeftHgBzYknpj4PIyPpduxmrmVojqeD8MCBUL3OAaqOwXZeUJDDsaLAhmOGMlCdEDOhCRRRj53lGU6U0suiK1VvJEmqqrfaKAN44jjf5jk2lr5iJ1OCHQ1yp1kxSbUWqMsJJ1oepUXh6sUwURNVMOnxMpKeQl2BiBJ51vJoHlzJ0m+iUJVWyPPAJJrBmPjkZFp5rVb2WWMnUATHzsBZjLGRshm26Kei2avpie2gFlS2ZSN5OS8sTavaebWfBLN5OunSBYS7vrX+9OBMGy2YTcSxwD7RoA8MO4qq9J12DdCJgzyt8obFYt9SfM9xx3qkG06P5MO52yZKImoG8olQPbeJ7OIYGB9HY02MuBs/R3dL81UdV9pU+p3tzt3/g4P5HgfyrvWv8zd9iBqYTsGMJmjrvQzY2HaJUud8b8MEH1HfmF7+u6SCFkdXkvqAkqeK0wRVEOtqS5lhJ/Ac2Cs6amnxApquU/B0vALjo8XYExTgCmR0tWyFC5B+p09Bs5kKFh13dLCn0NXIpZQP2QrWJqyTjcZU4KymTOosrA4Bqn5RYJCkZ81EUS7oOMFHUR5tlWYgYitqnjSOH0nDijBbnWg52SZJuMmMVMBcivzMKlg1FENxG6NdE5hdSAPFUyyYjA34yjYsOCeqIOefrAD1muZMryBUbfa8dGmtwfqSBAnS/qT9kCxYGczJYtWq/Fox3A522ARLd+OoGiRs2oD579/v+6ZoEe28J7ECMwDf0NmaKEQbyaogtODaIPKcnXt1El250s+CWEoBD4GBtdoGY1N5Z8eZnMzVHpxQbcVEUeD7U68PwdLSpflresK2NhfndAaB5LF0PFhV3UA06rFqZ4Zi0zdsXWulMkNb0azkLnEXXBmgsYsfiyFIXmSDKJJdjrYDWlJUyv9VTUQnHTr5AUWTkzK8oE7BVRya+aTFC2i6o8kCfiAUGrpCs/Fn+Ky+q341niuLt9jR/wo/7CwG+MFS7GRgmeDy2a6qUEyKQoe+jfYYAgsS9F1l2a6udAWsTosqwLyYMYXDFB3qtcqb7R214Jk5PVzoeQ1nl/UqBBm1lBQcF2yYKCC43tl6yWhIpXodxb5gUdwcSDVVdpxo3vSB7em74zEOhJVuNTQWzB8G6ZFmunjgvdmqo/D/bGoFoDhG7fgzSXkKB2vmLctSzY1qZVGsWBj2BdWTw1DZQFeS56xc7PFoUC4lBtsuky09+8Nc+7UKNM93xgosb8vVvFHlQzOftHgBzbJlaMdDmHwhVIYA6aqGJiXunuE46qWhAULhz/Ghu2LtClKfo9IlsNhaKaGRzIBiQBJ9x66seE6O/S+KsHRpo6ClVc2H+r4A4S53FZaqDCKpWUfN1XxGVeG6ioxjntVkJmX5XUMbdFilaYraJq0OkmIK1r8XrXlOAfbKiIXzVpJamRSWVmvTvZJm3sx2oah1rm453FW2fDnCJbK+aDutXRJr48lrahkq0+jbHdgs9vCwbDkf7zGRaoYWsXHGJr+ShlbpbKRdyGrmPI0Th13PBO0ZJ70cl7ttsnz5EKamQiXrXBUQtuvYhYJ2QR17mZZkvBmOqbJK8gCwMikgIGnmWjivHNY07YktWtJdPFWGkjwkxfbgwOFve3CbBquyzFHgLegupwrQzCctWkAzHaexZSYmittPqTKlit2CGmt+0nGmc8jkZO7jqcHloig8RoBEi0XD07Ywcb1H9YmeDGgnLIa6J0VRjrBE3Ty8Ziib4O08SLcLxvjgOCeb1hxi5Ys1Odlt3FST69EDmQD0UKOa1sbH0Yjj3PcIuYxiDBUVjmpeUN9cq1HXsgSC11suU2iq44Ymos5CUZRXAuPRqJ2oixTb8RCaozk/TELr2oJMNek1mgfDw8YUfRKNsxJ0i7+DDGiW4VZ+q+UAim4L6h+mVdeI2kXHLDv7WmIdWt66TPD2ypVpKAVryuAnTb5lGE+blkCH+D9zoyjTAnCMqUpEt+pxQpUz2IaGh7FmTSMDJupORJcr5muVBwStHDMa2sguNHTsrVoF1MYP+s44WhZjTsrKpINF2o6OwIx9SDO1PFIwkXpijtnaU+LTftP0B6g6OSpfURR2SlU9q9Cx7aqORsPDwFDRNFjR0UmLFtCMjqZHdDBMBAdikuRAhp8qf/ksx5Elgh/OF5wEuELVHTckXcUmCfJaV/REQejtfbQrW6vRUGE1OJgyOTYWTLy18YMYimNEw41MnqnfJrNiPSnpwY8azNUK1JUr83lctTK8KJSH0HVibSJEjRZBqUen1AUXzJ4vH5PR3WekXkqLNGuRsKoy4W82ugIaVTfZg3YoUHW26YIeW4c0/0VR7k+hEwWTzcCMnhqpKkKLtr1zL6ROCVTonGwnS1u3pJmZfFJT5ZSrNdJKLlOxeLNiN1OC4iQB9u5Nx5wqyJRfJsMFjLqYAWHcNZbDm9sLvOkMzAS5CrJaVLbJ+DiG4hjxCUNZ/agWl0l4VaRdinMz36cVhf1Fu1ht/GDRIceOIa20MvliGFIRRRlom86CGasEsiKL3wtaWuVF+5NFpSRFpzawJcuuacsKrD28Agd/erBH4x9pqjQ080mLFtDQakPtsNW+6KcOUPsc8YXa6e3gVIWKftqBzPRLSVXZs80olllmxoJbRrtX1D1YjvKAAp5buC0+AnItFMuvK1ymRZChn1ZFnoWjH5cZxFamLasVcl1A4z3K73Zy0jm9Z/1rxfC7l6AyQKHJZTiRh2YqldAuCRuvWobZWCqYGrX9Sb12gWRly5PQz7kQn7UxUArtpfnOBmis+kQycg95Na/z0wKFXmWYc5l7OQ95wW9E21pLpjEw0MjGjj6mvJMsKFDfNvUHs88HTrWHVDhDts93v3sxiSzf9rvtlioXC3nOJvNm81Hjp93D7jHaHZdlfmPzRxWgmU9atICGmhOuwPSi7ww1mXpejQd6mA4QWoU4MNUSob4zJM5zmQLGG2zqN0BUNDUV6nZJZROtrmhUQyPIqizIHv1bqWSwsSWYhO5CtloETxDrqjKOuY1UAI3nOGIRoCP5NR9drTMvj5RX65sQRcgm+ELl6AmYCmT4m7sq1H5gQyTTb6ZbHE9lz/pU65YtZ6FBSKxHVTlau2dhNi3G39Bq1zMmy0C5HoPQiNpFBws7m+l9BbVljACZH5W3+tdkdQGvu3Jnw1KaT4EfO4vzu3fsuQXpUhfDw6uDv3v5S5E05oytMu1+xNOBwPImfeXXE3K2guVKjHbTamhstSnG9vBV0CZl7d8LnFnZqdvcCg5FCGVO9347amDspXyuqOjop0ULaF58Eeh08rGg59OMjqafanICcgGuZhVLKs+4ELB+G/xOzabuJJmaSgNTNXpJ59HRXFvjeeABRV8DIC/MCy/kTNGHg4grjhFFjUyRoKtZL7kkCQEf39GVIi0pqqiwZqY4BmqjP8t9Pkhaebw8fxqZkRpROsERJC1bVjx80MOKbJ+lS1Oe+T0zTemMorFIiPZefDH9rQFviO4Y5Y4ZqmORHH5qTaAs1sqV6at6ZpgmoXXfIK/aUEDa9vR4V0dHJmZnmKhROJfJznPaLdWqRVq7VqpNBxcHECd+JQty7CfRsJQzjhuBX5b2VWpYm83cjYlAhr8dpU/wPesvFh3pA14ExPHxHNDqfRUsABprEjSGhxGvGcpMe2ptJahetaoc4NhnWbYM+IyOh6hHPzmu7IqNpONPndy6E79dV2Tmc9OsXvZqSfeiGqNpEu8FZJQsuuM9FUh28Ufmh4fxwgvpkN67tzyLI0+v7m3bP/vZz3Dttdfiq1/9Kmq1Gt7znvfg1ltvxbAXu6NLzWYTH/rQh3DXXXdhamoKF110ET7/+c9j7dq12TPPPPMMrr76atx///0YHh7Gli1bcMsttyASQT01NYWPf/zj+Kd/+ifs2bMH69atw8c+9jFceeWVc+Z/UQOaJUvy3/QRYPAwzquUvSSOcwbXA4p4g23gHbw7MRFuH+X7/J9XAdDwoVYrlHQeqrLvKHOUlpwZWQgJDJeeCFwLNANqHmLWrAMKJF2VqTBVOaiKCQbWbWA6FbYWQWqFqq2bTq4KKow9vAZgYKARaIsmJ4sTAImbZyjndBcXrzYaqPF9u1RWFMf/OJGpNzTJekJ31dv2zDBmRb/d5cuLi0kFNFn7ayG1seykC4TIyVSMdfRlF9J4S3ycx1qpiTYANKPjufpTO42n4fBQhZLu7W020YiB4a7/l1r0VMPKZPQsMhuWySMLHApjTsEN+671Kqa/Emds9mOmlyTA8DAaIyMYHh4KkiYNDvpndulzOlwIdjOtJ8c+EKpwFPjyOV0oWBWrrEja3TObVGNrTdJA7qtog/UCxa3zFvC4wMX6zliyMlCZ04WEI7jbwyswPp4GVt2/H9i3r5j8/NGrO1Lw5Zdfjueffx67du1Cq9XCFVdcgd/7vd/Dzp07S9/54Ac/iH/7t3/D3XffjZUrV+Kaa67Br/3ar+G//uu/AAAzMzO4+OKLMTIyggcffBDPP/883ve+92FgYAA333xzls6ll16KvXv34gtf+AJe97rX4fnnn0e7fWjlXbSAZnIyDC9gzU4ELRYz2IkcKM4f3j27quUcQnnnnQtVSoeyQilb7bKAHNQmLeWf31UW87J2fxK1Gxa4uzht3Kl8D4zZcnjfOYt131cFl43R4VVX2VX6oP7mdy9Il03I2PF1les1q+I5m1RhAvCIXroEEjaio7ecdtLTdrfzCTf1eLFdosi83GsftNfmcyCtB2/rNZPTqvcm355YyiZmH2YD9XLS0QOWKFDEBhPFxcdJ5L1k2AYURTTzmQdVe+uNM0/9Zvt6lEYF5t+eickjj9dezTyXGFQZeX5M3li1ajzzrMpoismKgB/+8Ie499578d3vfhcbNmwAAHzuc5/Dr/zKr+Av/uIvcNJJJxXeOXDgAL7whS9g586dePvb3w4AuPPOO3HmmWfi4Ycfxlve8hZ861vfwg9+8AP8+7//O9auXYs3vvGNuOmmm/CRj3wEN954IxqNBu6991488MADeOqpp7B69WoAwGmnnXbIZajN/sjRSdPT4YJEOzDv6c4n7dxqcup16UD3QI0VBAF5k6DnzMvEPU2NRzbzVitHbiZdPfVXfVuVNfVtZfTgpUuLW0rtziamWUumi3kf7gUE9eDI4IIvj1fdKu+1ymZtJ+7LVzUU1QW8VD0lFaKrXO0rHg8er1qvbls3m6EXvPVQtz4f3YTKsI4mOzlZDG1QShbw2cTKXuYzaqIyjTgX/KP17LW/JfWjKs2AY8ic11QgDnZv4pV6SH2Ccr44pqzbVRlWLoSmKmtEk29BOJVVkpn4NWlvzGnxvayUdMNAgXoi9pJnvIGj33UAde+prOewWTiaOQIXcPDgweCaOgLHNzz00ENYtWpVBmYAYPPmzajVavjv//5v953du3ej1Wph8+bN2b0zzjgDp556Kh566KEs3bPPPjswQV100UU4ePAgvv/97wMAvvKVr2DDhg345Cc/iZNPPhmvf/3r8eEPfxiTh4g259CDjk46cCDtvxRuExO5uWnPntzkpLLJgp5WK+08S5bko0/ldZIUzbesf44fz4bfagEYjvMEPGFjf/cSpHYVpvuxJyZSSakFA1CLgeXLGwWtRpKkZdMd02SR7OqlGhq1wPDMIewfzRGkOjKpvwnLRkaazbTCaHJixka7E0WNQLMB5K9oVSkgoKmJ96nEYBpDcVSU4Hzx+ONz5wzGz2ecF9qzmKjatrrmJg9A83EtPkEly8MrisxOFtapXkRJei4HTRFaUJQv1iWUSrCFfHw83PZMkJv1bUW+JC0sebSk/ZtxD9SPgxouAYCeLw0/+ZoGd/bmSjajmvwAhKpZjePAw8/4H9UorFtPK+IBiyQBkPZdar28edhzo9M6jyJTv8qDV7c6/oDiNsRuxu14KDCJWnMTs6jXw0DlVkR5oIwyo2BW0/5pG0kHqtfo9tnuYJ9Oat1HGtnrSTM1M42Pp24Jo6PpXLFwdGR2Ob3mNa8J7m7fvh033njjK0gX2LNnD0488cTgXhRFWL16Nfbs2VP6TqPRwCoGM+vS2rVrs3f27NkTgBn+z/8A4KmnnsJ3vvMdxHGMe+65B/v378cf/MEf4MUXX8Sdd9455zIsWkDDMavjmYCGHVrdDfS5FMi0AEwDmEGnAwB1AHW0Wg20WjXMzNSz90gcS0CaDoGAUpKk8rEdNVCzXpbKhEoUXc57QksZ0Qw5u9OvgXl1R/dQHCGOawWXFp1sySJZ4/ky/FQztc5BK4bb4RHOmjA1RnGcT36cLbXyms38sBoyJAdF6sKr1yIVCJUmOnnU6/mRTFm16uyhBVu3zp9xFL0aDc00GgW3Ba4MWUwgDxvDFTuzz/wkmgfTm1rhZYCGdiEg5ZHOGaaSvK5G4j313+b5XArECpOSN6lbQOtNXNo31GlItAWKM7z8FS9w4tfnVHHEdJYuzc8MLZhugHzGpsOdnpvFPsDLajto/rNqXCkDsZu1YuqY46saJyjrrxbQKO92pUY5MDaW+/xoW4mvl+0TOhz4mj1RIEny4Uqsb7EpfeddkOmA7iAD+2mfE/UWATD5YdyemZl8HrBNejTRs88+ixUrVmS/B3sc3/BHf/RH+PM///Oe6f3whz88YrwdDrXbbSxZsgRf/OIXsbK7Q+LTn/40fv3Xfx2f//znsdSL+OzQogU0ZcoNVTVa/4BUU69ghksTRdQz3fTrgQyzwpSrFpLVQieJOAYrWbuE/W7JCoEygaZ6VamUWpyeCszbKvyZtI05Q8FkAQ0dGuPYaQBdxvFQIK18IJyEmbnHt1MFJA9E8hm72Cvb3u2+bG1pZatDXelGDTTHi9Vgi6l9yK7U63XZDq3E+lRzomdS4DJ6TvailKzpQLP0ulfBwlKGMmZDnawcrRgCmmYxlIA91kCzUy2XPmuJ4CDw5bB8ErDYQc7KmvUcDYdJ5PGgdMeg4mXWPXdJesm6AMD+r89MTYWn5tpEpa69JBXMRFFxa7/1r7J9IwBj5KlMO6Mv8X8PxfK++d+KDy+ER/9MTq/kfWDFihUBoOlFH/rQh/C7v/u7PZ957Wtfi5GREewzHtJJkuBnP/sZRkZG3PdGRkYwPT2N0dHRQEuzd+/e7J2RkRE88sgjwXt7u1vL+My6detw8sknZ2AGAM4880x0Oh385Cc/wemnnz6nsi5aQDM1lW/bpgqdl4bvJhXBTGizTIlCr4FOJ9XSWPlWJreBEoHEl4BZDpRxnu+1mvGeVdWL3Oc27igKLUFUPuguIjtvU8DRSTiTJ9bZiJJDy8pVLBDaXOZyoqBTRCXrZ2ADvTIbzveFqvOErNVAlOwMIdpjH1NBqn1RF+5TU0U+KPyzh7hMp6ZjYqK4xcdWSI8tJonBP161s34UPOgcoji1wXqwdWZ5soWcY1uXBR1kEjYrD9uRCrHX5gj2CuOLiVrgrRkpo4Zvq0nyslJQ4G1dd/m2QEaRKdGe56wzC9ldcezbJK1jL/imshdF8Nt/NuHZa3Enj9gqKFtjHQH3k0OgIwNoDoVOOOEEnHDCCbM+t2nTJoyOjmL37t0477zzAADf/va30W63cf7557vvnHfeeRgYGMB9992H97znPQCAJ598Es888ww2bdqUpftnf/Zn2LdvX2bS2rVrF1asWIGzzjoLAHDBBRfg7rvvxvj4eLZF/Ec/+hFqtRpOOeWUOZd10QKaiYnUMZhjeWwsvffCC7nJqdMhgKgBaCLtLPzkxW129e5zw7BaGpL1u9QJQrUeAakdwpIdkfY/BQGexNCL275Uv9oVJrU4zrRFxx1XCzAIV7saIn5wMFcd0/cgirrbR5MkVd3rPnlFlbr0o62HUoWVRB8aG1vflC0yanlL6l/jnHcYJFeoN0/6qp3YammiKLPJvJw0MPZCvovargi5JVqtF7QUsV7VQRTNZr7lPY7TF196CfjJT3K7qZpzrGORloG8RlEWIcD6jKtpByjuUG42c6uQxtQZUp8SrRdrP1Gy/dZqorr/qQmESbJNly1L76kJ2QvNb7dz09SU1bFn5rXLfMu3CgC+49mP1BwptzUpO7d7GEM1o7Vkuuhgo3xrg2rZGBhKbbBiA4qiPPSSTZrF1ObSpPVsUQ/r23hAUVRDjYW0fFvti61nMuZcKnJsVdDc9NJLqf/MwpqcXr1xaM4880y8853vxPvf/37cfvvtaLVauOaaa/Cbv/mb2Q6n5557DhdeeCH+8R//ERs3bsTKlStx1VVXYdu2bVi9ejVWrFiBa6+9Fps2bcJb3vIWAMA73vEOnHXWWfid3/kdfPKTn8SePXvw0Y9+FFu3bs1MZb/1W7+Fm266CVdccQX+5E/+BPv378f111+PK6+8cs7mJmARAxqe5aS+APSfGRtrAZhEqo2pIQUrBDITyFEwP/W5OlJ1cR2dzkBBS+OtDDgeOUkF41OXx3rKdtkyUzNqteQ8ARRXWnyn1UrRHL19SY43YgNAYzhG0j2MrtlM53H1JYyiXLAOxe1cUuiMog6IKk3sxKYHZ9FmReRUdgxENw1GPbbEImnUYzthePN+kI3WoU1QX5ZnGN+CtvkkyXGIulMQ4zEbm6RqHKII6bb30dEUCbENR0dTQKP+RtYXSxMz5WqjlgER63iqRVbtAC0V6vvDNFLXpgYaZfv41b5rJyjthxwL0o/bqAX9Dwh331HeWSCeJDlOBkLFBDWPg4Ni0rN16NldyrQYfJ7lAcJj51W1gtTEFce1gj+KrSaWkxhp1SpxDLdaUAUGtjI0NLWCGUUbAmhYx3ZsWHHEXaHab6w44gJInYG1WhtapzYDrXftRxxQ1kmnWw6eZK+P8+KClj7eVaTgnL74xS/immuuwYUXXpgF1vvsZz+b/d9qtfDkk0/i5Zdfzu795V/+ZfasBtYj1et1fO1rX8PVV1+NTZs2YdmyZdiyZQs+/vGPZ88MDw9j165duPbaa7FhwwYcf/zxuPTSS/Gnf/qnh8T/ogU0xAZ2dZwqQghmppECFCAFL9Pd/5Ta8hy1NTPZf0kS2s+9BQZQotEte7iM7DNWBaSf9h21dejOKo+xJDVD6S5ki5Gy11RalHkXM3+WU31k7GrL1ssc6sKbd6wav5c2PVAqlE26qmmw9dZ9h/3L08roJKuymNmp5Y33CjtZ6P9gz+7QOjN149ZhFG7J1ddU4WBNBkC4C1yz4BX4hXlnHNnfZVuQHNKmsSYjq4HzqkA1BwQ3AwPmJX1Rt7/zRTtrK3m2S9V+mD4TRY3gMf2ubKhzbaaVsQ/Z7zr+bFRM6w9myuMl7WEOe+ivlsMWl+XwxFOjrPmtsNEEWSbrmWxet2BG8Z1VGC8MvboD661evbpnEL3TTjsNnXSXTEZxHGPHjh3YsWNH6Xvr16/H17/+9Z55n3HGGdi1a9ehMWxo0QIaLvR08PFeCEr4SSfgtrmv3y2omUGnU0OS1Auy8IgWxLtHR0XP25ESSJepurwmqLEohdRsIo4bQVLeXB5FQLAzRNOh5LAOvySa2DTWP1CUnKpa8VQIyF8rq/8yjFf2f5BgWcKOxOa5MCooywCNLaKHo1xnVQJTnUk8ZKIJ2sAsJRXF8VFmafGqo/C9l0Q5lEYqIR3Ph/hq9qwH1FxA4AGwst/6nVvW9J4Dgjy+1afLi9+I8WbYzrYPWP7t6bzeYJhDBdqkLUay5bJg08uCWbdRm1tAtDIhazJkdGPvVQtgDtFd7wjQwvvQHEu0aAENZT4XsYw50GpNINzFxA5Crc0kQhSsQ001OLlEHR+vZ4NTfV2tEPDm7OABoLiV0v6vAIH2AqpSek1udHzQEa2n3+l+86hretI90VG6xZtlyExNvWZt1UeTd/LN77q/nkKJNi7yTN23c+kql9Wmpht+KhjTZ+2KMiO1R3nSmLuYpMgvvpj7avG+Wt70XhTlFizPbSQrh0pi2k6ZiQaJKUNNUZQ6i2iFCGl1kk9tEvtssxmee1qYYzzw6WXqNQQv44GsB6p6vNu20y5uJ7E4To/jUGuQ249ZEbp9h6RjhcTjOmg2nZrKt8p76opu37UYU018espGHAO18YN5R2Kba/wJXXXoxbHWa1uf4dHyxSqyARb1UoWP7iIuAzOFG7OBc/5mvasKWRzyWWQlHYM6RjlPVLQ4aNECGnZYlf2tVhOpj4yanAhq9B6dgek300DoHAwo0EkHTxxYczx57mmKgx+z7SPWZZEKrIGBVEqrYFYQo9K81yozivLZloWRwCNDcYyhVcNoo1acPNXOQiBDs4jmw+cZn8Y6KXMCjqJw5qQQ0wpuNhENF9X2Cmq0WBrrhcRQItlE0uVhOqmlgM6iIHmG9nhWBV1aVOhrrAs9mJJYkn7RWkUqp7MVOYEgo0I2m6mHOwthfSY0aAn7jHEasvMGm2N0NPQ/skF/9XvP1a3n6K6ARwvNRqO3r57oiuIuNat0ULzQa4f64GB6ECizakTtvI4ViGsMJYJJafusjlmn+/en3/UwplWrUkcdLZsIgEaULpzayMMmAHl985Ua2vmY0VhDeo8v6PjSoID0t/PiR0gbpNqSVPZpu7MarGLQkmILbVoLkNwNnboK1Ictr1pRBsxMd33/7KYzNil9Zix2XTiqNDTzSYsW0HAQ5ocrUvuiIIbXJJA5Bet/NDEp0OAz9K0BgEZ3y3e9dGHRk1H7YJl2hkRzk4a6t4JApb1WSByngtY7DsFONvqeaGpqBDz6vy7hCGbszEJe7CpY/9Oyayh5hlQtmUktUFSLETd3qY+xYwEoVHsUdVXhjqmEam0ujq3vDNOgrV4X0lrVvbT9QVRgTkoWPDIjXZmX2YVmMS1oEnb3tSbjdRH9BOD3S+2LipTKGiJIuBHcso972ht+WtNIsGnCGze239oErMZQxwMBpHrUemWU9HlYrPYLvhL0AZ2FgRx82YZR9KEnibLePZqlb1jLFfu214S2PRRoWjzlsuM1cpkwdUxNXpr2bDK9FjYOzat3l9NioEUNaPiZftct2Lole9q5ryi6Drj+NDNItTT5s7r6sIPGuxpAcfR758AcSqG92UbvURKVnRk1W/o6YXqCVFX0qpKnlNHKUeGsMyh1wPRD0GCDhp8a2hgYqLmHaOp81KtoPavcIg/JRIs/NeW3uxcaXqssSYqB1YIosMq4FsRrY60nD5VQY2dI+QNChYROQnbC9arKJcuznXE0QQKBHrOMV9xe7WvjzxR4tfxZEKn/qcarbKyV2VhmAQ1uV/PGtAV8Nn+gt0O27aQlpP25bAwF2k0neb1XVvwMtJWRdjw+Z73Co6jAa6+hMofiV3QU0qIFNPSfyTWyqp3Rz6b5tPCeWpgZpBBE/4+RgqH0/uRkPVBC8FA/Lqp1d2GSAIjDAZknG/uOAUAqna12RsGDAhb+5rKEmQ8P57EobHA4JU/A23OBgNBRRDU0doWoe3y5j175ZtlHR3NerD5YVf7dK44bhTmy16qLSWg05HwLevpAVvXWdtX95CKYVTI6mqqy+VvV89QUsnooi4kNoyhvDrVOBJoYCwKTJNdcjY+n5jnWJR25Vq3KAczkZO7nEcdBl2B9MXnG69Nm0Vg01t+VlPGsf1qtEfuDBV86UfG+zDj28HDFzh6OKLESBhRYeDVhDV6opjzt91Zbwk7E/uIGnTLMGaaVxzju7mjSc9nszAyESEPVheo7o+CMY1LTMEhKnWo1Oa0mZUV9zhW0K1l8qEcjzAlleKBO5Zb0aS8/LQfFjm3ChaHK5DSftGgBjQKJTmcCqe9ME7l5yYKYie53Ahjdzq2/eU81NcsATGNqKs7k8eBgKjsY60DdMTjwsvOc7NLc+K4EA3lgIE2Uy2hKBgowPbQECCc5O2PW6/mhTLOsHrPKVCHITwp/DaI3OlrUKPB9PUyFsVXouEo/EZ4iqQ6PLL+q3JtNxMONYFKzcpqk9wNNCIsjCKMRtdFGrdtGUg9UbY/nxbOxZ3Q+VN9nPqNFU6dP4w4AjJqEmLiVwnQUGxtLXybI1QmWAXC6zjEas1DnkbJmJgi39auTcOqPIgDU+MEESIQ8WR8lfleTqJDHIxcPZSDGnt/ET3cybTbTerQ2QjaW9kkFPOoozIArlnEFMFKR9KFhbBpAwIx1WNEVk5211eleTbkKZig/2HlZSVnfz33SmBSBuRbF7nKyZ8wyaRth2iqXem6bt3VnAY0MmGk0XMWz/taqYZ9h+RaOKkAzn7RoAQ07bxoNWP1m2vKpmhpeTdBeH4IWoGh+moaanTqdGbRa9UwrbeWkyp9Mo6DqAv3tLSmtkLQTg7f7gs9QAmkQNm7n7hWMwRaCBdEzEnjfamMsmtA0xsZyrUKwXENxZczVLivOpFtLpsHdTmUmETsfWEoBTVKo9ySRwF9JkgV5s0Wj9kU1HZ5ixd5TQa9zXQawVBrb9qC2zi41qQGxy2rxt/AsEvoYhbzGEuRzZW4YQaFswiTtm3Z3XtYQKNg4tH7Ig/Krz5VRT8yuFaCR4qzThX3Woj876c62UOiSbs/PnICtBsh2bL1nNwvYZ1UOWHQiz3rYwmueMrLF19A8Ns0grbI+Q7ClzzjabKuxs2XhJ0GMDQhY0eKgRQ1o0o7q+c7MlNzXGDQEKkC+22lGvge5dT+tA3FKdpAfElmBZUmN2N5Mw8AW3DniqfTLnHfL+LHP2VmuTPCWCVsliwRVbU4Qpfn2SOsVCaok6YZkr+U7P7r59prclW2VwzYgnU7IPfm1mdl2A3JA28vOps87SVvqdGa6fIaO7rZr2LkewOyd3ALYwyBbVP2tUYTJTs8u4wGV2WY6+3/ZIqTs+RIK/Em82bkX9USbcyNbZ4ebnAL1ueTXMyF+Wk1eoO2a/fUysbSwgKbS0MwnLVpAky9uJpH7z1iTE68WQk0NNTQKTtoABrr3pgEslfv5p90u6A0anncS7GDo9VKg0kFRyrRaobmBpP4fusWR+ai2hOYBNUsB4Uygun4P1JSppZiPDaFrgZb1q6DjkZbFRmPtPhsP5zFh7AYbfmpsDK3uuaw6oyg1Bag23wpLNUEdOJCeFUOiRYi+NEBu1eAidHDQ4D0mrPtNR0dDPxSr7WI9WU0WzYDdNrbWjKJQb3Wrux6U1dZLkJVW5NKlxT3y6vul96zdi/dK2kKrJkny0PWc4/SQVD11m9kFPhNax1aNZjO2NmM7BjhuNL6TzYdpyPhi/wrkgdotteBW1QHkHU9PQlXHlijKDwnjeFOtsPBX65pUvXovM+GyXvU5fdZmQ7ay+2WIohfamAVAlmHUmZlcO8OhMz3tJjFP9OqOFHy006IFNKmbSQspeGki95HR7wpiJhGaonhu04z5DuRghqRannzVqXO6ypcMV5QNWCs16BOhwbHsEtWabqjOr9fz73qYFJkjEALSUU6fGo8nPq+zMo/ZVr5Vk6BBWOgty0mDfj3k0zox0vFk1arQaG+X280manGMOG4UfCgtkFQ5yHkzk4l2KS8aGf6ke4U2jY0KPDqaugHRB5fPMv6FBtRj0fk94JsP0deITjg83ZIA9sUXkbRaSADENNFZonmxWxAFNL7FcbLLd1wAhrpRinUQgASdRO2ko+1IPmkHIEOe6cY0uzXdAb6LWHACPHJ/pqx5LbBnA5eNS/ZLrRAFNDzxkgEh9T0yygr0JmNtc20krVerqeB79K1jQdWMrVvpykhADQG8FrMMWzA7bVZ7zIRHWeDApvMn64z2ROvwpg3dA9QwCQU1FF90PVt4QFNt254vWrSAJh3XqoWZQQhg7Hc1QZHs9zpSwGIRdnhcgp1ISwWBfdCzQ1A7Q9OSZ1ZQk4MHRgYGzPHNCEe3OmZySesJT/VwVedPBVJ2Ly0FtE7EOqlR8tEXR9GBBgqzlenMbjQRebtqe1kCMppltUefAHV85IRO0kX+6GgozLU6rCuTXUkGL6nBXzPogsB2F8wkbKOyQrAeuz4HrG7fUpWPBQ93W35bLQlhzwnUmgWAoobGJthDO6OP8pP4mO3BLNkdvfmuUL9ax144Ay9jAbxZ+aJo9kxNup42pNDONmaPJ2A0NhVJEQYXHeTRy5Ofs9S/1cZ4yTCMgs1O2yh4t6yDUbbY1Ye87NYhclFit5yr6POauaKjlxYtoEnHsgdO2uZe23yq34y+b3/b9MvJLiyyccmBZGdF3rOkq68yarWKgTd0cvGkiRXQdraaEzor4U8nKp3MyibeufpVzCJ4LSbsoZ2elXpOiM59XVR7VUGe+FmuJTGJaz3KVbrms3XsVICCP1KKLed0uk4hnVmRIyen2ajHM2WKjV7P9Wz7Xv3bjgE7Hso0JvZ9h4FSMGPJetbyOdtptDFn6+yHOxhKsrJVaJN/hdn5iXU/a2gjimqlp4P3Ik/0zi9VPjTzSYsW0CQJQUpLLqupUS2Nmo2AHOTo8Qd6OOU00jg0QH4MQgokPNzAeTpYuNqDHdV+YQWn7lLQT5I1OSkwUO2MXT0mSRjrgmYMLYDutlCyAGhwMF8O6QpTVfqe9OgFYrwllGqUyMccl1nOAi8wOWVbaLtpNqI8iquyQncF63qhIXbsqQ4KeJjnxETaPAcO5CcqZ/nwJdqqNLOxsUw90YQAmmYzPASIiak9JoqCHdXc9RFqsxpQ4emtrCcni9bFFcPDaSFYSF4WMRF027bn1mLrAC71qLcUI9OcV/a8dtegYFyue9Gzyy5NPIpCvxmqiPRAWMDXngpfmYbLonFvDNC8pDGf7BhVtZXyxU9rjzPVAoRmWsXTHga02ZWVtaDA89QnJGs+VXOTZERNEDWoqoFRa6bNqtlcaJNTBWjmkxYtoMkNs9b5V3/b85sUBPFdghl0P7lVO0beuehjkxMHrI471UgXdjNQmOqITJLQFGOlt1AbyNTONZ0w6D9DgWslPmciSiI9iIWSBygCES2UBzh0hqdDq9r49cwe8q5ATAWt1RtTEjngLEkaBcFF1u18w2xJ00ktLxrL1WyiFkVoRFGmtdCgefTFZTUqoEmP05nBkiX17FzQgYHcERjIQc/+/fm8SKCAKEq/qA9S1zE46YKZBGlPr3WvNoBaq5X6HbEtWBnsA93MkyQHXjofpvUUg+OArk4kdbliOhmgGVkVojnbhhZs22c4a+p9+UvDNuk6AEjrjf/bNvfi3GWTqSakTrjsZ/a7RkfUwEFljvT0A2MbSJlMMcP2Ik8aCI91w7GkDsFa597Chb8HB8NFjqkY1Rx5mNTDdVYRZTGfTY9YqnCavB28asYmWb6T/KBPHdfWx1uT1iZNj62paDHQIgY0hN30j7FX2/nP86HhgFPQ0kbRuauoPvY0Ndmg0xGmtm9vUJO8XSLCET+D86etJ2wWphjF/OjYAYQr6DINiCe9ND3rB6C7L7yJjVvMNX2vLrzVsvO3/rakcrKGdhYdlVk2Iu/lRvazzP9FFSmpoGyi06mj2YwL1hZqRqKo6P+ZESc09eDt+sy0gcx3JoIAGtal8q+TXLfd2CSqnQGINeuFnfh2clMwka12k1oat8dVgaF8xe2qTyB9L697D5zoRGVp1h3irNcybYzOiFTN2Wh9tsyqmbHnOs1G9lmCFuswz+e8bX0c5xaNctx5wollMaSyq8z9yf72FD/8Xaqd8TL2+oONpJ7kjsxsFlUUW5ysfKbJv7Kt7odGlYZmPunQDOWLimbMp/VCKOs49j3/fS9QqQOcegAAFJRJREFUqH4WHraB9cpI/VTKPTqLJiqPkV5M6fu9wIxdXfcCZL341G0SvYK0HMrEMM/kCfKy6tLJf1Z/mTlS27kCsrYBgwS025U1Waczc0g+BqXlKvvDq8R5Il3BF/7wvntL+kMhN7M50mwy4FDqzf43iw/TbEU9nKrw2Hg1UBpvaSFBgre4PtSrojJaxBqaKdjDI4taGPsJ+a33Bpz/aLYaQIrwQ58Db9EZKGPsComrJrVVcaVFWwVDlqu5yQinAKEyvozaOJSsilyZjKJgV0xQMI11wntcNaqZSbUzzE+PaaDKguWzASvU2WRyMlWVDw7mKnhdqXUvT1bPhhG95zMeZLmpO0hZTarhUNACAEuW1NHpAMAMOp0mkiTOkuWnZ8ljCBe86CRKU53sbFIg0wZSpiYm0gOiVO3DMxeQq/zV70AfTZUKdXQ6rW4ImzrWrClqaqy2JIoQauYsqRZQbVwKhFUD0mWIdc2/tU0tblCFY5KEGoGlS81ucmsDYSG0P6umRncceZoc1YxkFYLQTCIVVjC78KbKAEWdeuxCGZVpNjimVd44ZNckeuaZjcHpZWvH2+SkOeGc5U6mfecWz0blLW6Umk1E0ZCLRz1tYh6PiC4HFS0GWsSApglgCfLTtHVrtQU19ncZEuaz9K1hED4Cm3TCUmEP5PJH4161UUsdTynoGL8iSYpOlUuXBsbhpNUKfCaA3NSQNWirlUccI1OU8vytzAbFnAm3CmuB6vX83CVKN+ajDiQqNaxDA4WxgjNOBpwsaIthnTCOCi8gDLoXpQ69VikBlC+UFSdwp0RGRsDatMmSmp0sKEhV9Hlf6nTqSJIBdDpNNJsDWLo0ZEy7w/AwwomS7bB8OTAxgVoX0EwDmckJyM1Q0dhY3qe4xZuAJkkP9KTbh2JQYtmBAVbzdJd3oNlcFoRQKbVUaGXon+qPxb5Rchil1fzNzDQCy1tZm+pcz2f1UFgOtSA2isaN4eytlUJSQKNaRM/PhkHsOH4df5UMzChwV7TIvk/UqfF6rI9SoREQ1ifr3+565HNCikfZF2ySHl7yvnOcALnT+8AAz/1qFtvcan7JkIIar48AaMRtJFFodPD8aAAVPZMAXsbCURVYbz5pEQOaFlJAYzU0SrMBF8A/5oCaH+tQPBOMNbsIclc3VkNjLxVq3UQIzyL06N4aiI+rdSAEKApuPOGmZzNxV4QKaqtFoaB96aVc6KvKhBMG+eM7+turLEWE9JrV5aD4CPQStIdEpqGs3LWrvyQJXV1CynfGdTrsO3UkSXFWZnEyp3FrXqCWCyjV0GRaGpXkAwNpH+hWiHWutQoV/tdq5avXVmtZVuUk223BvJVvfYF9gIBG/Tvs4DAVWaYdsH4TXlKqKAm0BToW1K9LG1RBjBdewV6aNvu71SbaNJRJTw6wgBZtlJGtxyjKeZ+ayo9Mtw2KosW3jOVe2Svg1H6VsaXj2qNeCMmSdw/lfSH8nztgF4qqwHrzScewD80rJc95OO9sZYO9AGbKHu4hLcq6dA3wD7As94Y7dOoVbVTTfCVxZgiEDpHHssc9gXxIpqnuTS/9snSKZPvLLPkeZvuU+tPMgWyW+e/DSLHM8Wa29p+l3HMJYaNJeaCmdGh5f2iGvWJFWe2Bl65Jv2Bqmg0lzEa9xuUsYHEuVKadORRyWfQaSX/PFbg5SbwSXis6+mgRa2hmMLfiMbaMvud96v88BkF9aFJNTa9FmMq8ZhMYsipWXdF5mhogE7A0LfQk+qlwfzGFM/0FVFtj87TMe7tTrHTTfcx6D8hV3WpmAEJNja5mdfs6ebDgTLVKcVyoEFs8PqbZAoz/0c52O1nSE7bnIiDD5qoj3E3H72nfUe0/lS+Dg8gzs7u+upqEXisRGkVj9V8yEXijKM3Hhqvhf0lCh8k84KRqQNhVbTdtRO2ifr9sUqI50g4Ondi793mb5j0PF9mNXZ4CQJUxSYJ8R5ZqULTf9fKItgCBGifWud0ebbYaF8woyoualFQuaEH0U9PweNR6pebP7meeQ+f2FD+WDQCFvuImVJZvSbyeIDFPu5Sk27e9rHoD4YV2Cn4leoTKKbgXLYiGZseOHTjttNMQxzHOP/98PPLIIz2fv/vuu3HGGWcgjmOcffbZ+PrXv36YOdvGtyr+sl0Is61GdXJqIT/wMs3P4gIrBCj72lEjFHQWzKiQlUHec2eL1fXyQEO9XnopDKCiDA8O5rFrKPWBXLB7kxN/j47m8WaoFqd/DdPkrG0DRpAfmsr0ngo+hqcHgtmY264tS/qYsu/6YiRJBmxUYOpWbCt7vfkubP86iibKFNTQkkEXDs5/S5fCd8iJoizeSdnAJdBtAiFgUEqSzJ2CPjEWg6QTAKFRegZaqxWaVK2jZ3ouT7eyGEzH9heaPqwncpkWQX5z3HhWClqLqNyjgs+6mqgLWPaHBRxW06iZWj8g8qhO8MoQAw1qDKCychJx2/GlvmVKXt2q3ND06SDFSrQmXWlYr8toVdj/7HpIs/UoilDu3OI4+pcCYod/+6gqei3A4onyC0tz3cnU66qojOYd0HzpS1/Ctm3bsH37djz22GM499xzcdFFF2Hfvn3u8w8++CDe+9734qqrrsL//M//4JJLLsEll1yCJ5544ghxNNetlL38a3TlqmdBpf4GunolWbmRDTQ7AjWwnB3c9boLZgJQY3cLqUBWsGGllseDMq9U5pGpQkp3OHHXCicNm37XwTWbJHh5k50nJWUVb5IF4M9T7veSB+a6gLWYLwc0QHi0RqrN424d9hX1R3Ez1MkX/uAloJkG8vrX9yVdSSoop5Yl1Cq1XcWL+tJm7U5P0GKFpGRjKtlZx35HPhfbicnTDtjy8BnrJlPgj1pErQjrO6OhE2zl2TElbdaOGkUNg3m3jZq/+9BbRFgkMdvEryBmDirHsgVZ2XPeO1aJEjyvCFUTnguosXVXxlyXyhVtCw0QKkAznzTvgObTn/403v/+9+OKK67AWWedhdtvvx1DQ0P4u7/7O/f5W2+9Fe985ztx/fXX48wzz8RNN92EN7/5zfirv/qr+Wb1FdAR6GiuXrb3f7PpkYL/7Yh+JT4urxaSepmDtjygQ3n+UNNeaHolg7j3pFXu93PIGbxCmmsbzOVINJelV8pnGQA9EmnPF1kweRivHnE6wnW2sOc0VdRvmteRNj09jd27d+OGG27I7tVqNWzevBkPPfSQ+85DDz2Ebdu2BfcuuugifPnLX3afn5qawpSsBg8cOND9No50lxPNQi+DqvPURMTv3PjKnj8t79S7aTSR75gCchMCN043ut+XotM5iLZsUJmezo90mZwEXn451f4ODaWLwcb4wTyk/csv5zsruD15ejpX57TbaCPcZBgJRxGAWqeT7rHtdPKosQDQbqcXkKv8lcElS9I8GGwFCPckA6mQ4c6ndjvUxNAUxP+WLEnf6XTS3xrttN1GN0BL9kwCIOKzbYFitiK526nRyNXonQ6ma3FmpSLLDNszOJizSOXS+HjKwvR0tx3o+8GDXQ4ezMp8sJuWhvPxmorFYxHTYrS6fXEM+d60lwHMoNOpZ9XCor38cpp1MjGWZsrt8+wHXW1Bu5tiE3nM6wHpkTPoBhFot9N3aQoaHARqNYwlUdbtqIAgz3nzNLu5cDwcRKczgCTJm4N9emKiW2XJwbByZmaKxxprH+BgAfLyMeGJiXS1fvAgxsaSTLnIx+3wYHdht2O3sV3m4EHVHBzMNZfk24y57NIgkLVazjMjATNDrRQgrfOhIbSjRr5Nm5UIpJ0WSDWwtSh9hh1ZZYOONe1sOlb0u2plgHAbfb2ejtGJifT/ej0tU62GsbFaoMSlcpcssNjUMHIoWyVKrZb+XrIkVw6OjaXtkDQPpj9YR6ohI6l/HQcJ65oNTIqiVD5OJ1my5Jf9RJs1TXqm27/Hu31GZNK8EcOIHC69yldX/abOPNJzzz3XAdB58MEHg/vXX399Z+PGje47AwMDnZ07dwb3duzY0TnxxBPd57dv394BUF3VVV3VVV3VddjXs88+e2QmPocmJyc7IyMjR4TPkZGRzuTk5LzxejTTq1QXOne64YYbAo3O6Ogo1q9fj2eeeQYrV67sI2cLTwcPHsRrXvMaPPvss1ixYkW/2VlwOpbLX5W9KntV9sOjTqeDsbExnHTSSUeQu5DiOMbTTz+N6SNwtHej0UDcayfYMUzzCmjWrFmDer2OvXv3Bvf37t2LkZER952RkZFDen5wcBCDQdjPlFauXHnMDXDSihUrjtmyA8d2+auyV2U/1uhIlH0hFr9xHFdAZJ5pXp2CG40GzjvvPNx3333ZvXa7jfvuuw+bNm1y39m0aVPwPADs2rWr9PmKKqqooooqqqiieTc5bdu2DVu2bMGGDRuwceNGfOYzn8HExASuuOIKAMD73vc+nHzyybjlllsAANdddx3e9ra34VOf+hQuvvhi3HXXXXj00Udxxx13zDerFVVUUUUVVVTRUUrzDmguu+wyvPDCC/jYxz6GPXv24I1vfCPuvfderF27FgDwzDPPoFbLFUVvfetbsXPnTnz0ox/FH//xH+P000/Hl7/8ZbzhDW+YU36Dg4PYvn27a4Za7HQslx04tstflb0q+7FGx3LZK/JpSaezIHvVKqqooooqqqiiiuaNqsMpK6qooooqqqiio54qQFNRRRVVVFFFFR31VAGaiiqqqKKKKqroqKcK0FRUUUUVVVRRRUc9VYCmoooqqqiiiio66mnRAZodO3bgtNNOQxzHOP/88/HII4/0m6UFof/8z//Eu9/9bpx00klYsmRJ6WGei41uueUW/OIv/iKWL1+OE088EZdccgmefPLJfrO1IHTbbbfhnHPOySKlbtq0Cd/4xjf6zVZf6BOf+ASWLFmCD3zgA/1mZUHoxhtvxJIlS4LrjDPO6DdbC0bPPfccfvu3fxvHH388li5dirPPPhuPPvpov9mqqM+0qADNl770JWzbtg3bt2/HY489hnPPPRcXXXQR9u3b12/W5p0mJiZw7rnnYseOHf1mZUHpgQcewNatW/Hwww9j165daLVaeMc73oEJnuK7iOmUU07BJz7xCezevRuPPvoo3v72t+NXf/VX8f3vf7/frC0offe738Vf//Vf45xzzuk3KwtKv/ALv4Dnn38+u77zne/0m6UFoZdeegkXXHABBgYG8I1vfAM/+MEP8KlPfQrHHXdcv1mrqN/U58Mxjyht3Lixs3Xr1uz3zMxM56STTurccsstfeRq4QlA55577uk3G32hffv2dQB0HnjggX6z0hc67rjjOn/7t3/bbzYWjMbGxjqnn356Z9euXZ23ve1tneuuu67fLC0Ibd++vXPuuef2m42+0Ec+8pHOL/3SL/WbjYpehbRoNDTT09PYvXs3Nm/enN2r1WrYvHkzHnrooT5yVtFC0oEDBwAAq1ev7jMnC0szMzO46667MDExcUyde7Z161ZcfPHFwbg/Vuh///d/cdJJJ+G1r30tLr/8cjzzzDP9ZmlB6Ctf+Qo2bNiA3/iN38CJJ56IN73pTfibv/mbfrNV0auAFg2g2b9/P2ZmZrIjFUhr167Fnj17+sRVRQtJ7XYbH/jAB3DBBRfM+aiMo52+973vYXh4GIODg/j93/993HPPPTjrrLP6zdaC0F133YXHHnssOwfuWKLzzz8ff//3f497770Xt912G55++mn88i//MsbGxvrN2rzTU089hdtuuw2nn346vvnNb+Lqq6/GH/7hH+If/uEf+s1aRX2meT/LqaKKFoq2bt2KJ5544pjxJQCAn//5n8fjjz+OAwcO4F/+5V+wZcsWPPDAA4se1Dz77LO47rrrsGvXLsRx3G92Fpze9a53Zd/POeccnH/++Vi/fj3++Z//GVdddVUfOZt/arfb2LBhA26++WYAwJve9CY88cQTuP3227Fly5Y+c1dRP2nRaGjWrFmDer2OvXv3Bvf37t2LkZGRPnFV0ULRNddcg6997Wu4//77ccopp/SbnQWjRqOB173udTjvvPNwyy234Nxzz8Wtt97ab7bmnXbv3o19+/bhzW9+M6IoQhRFeOCBB/DZz34WURRhZmam3ywuKK1atQqvf/3r8eMf/7jfrMw7rVu3rgDYzzzzzGPG5FZROS0aQNNoNHDeeefhvvvuy+61223cd999x5RPwbFGnU4H11xzDe655x58+9vfxs/93M/1m6W+UrvdxtTUVL/ZmHe68MIL8b3vfQ+PP/54dm3YsAGXX345Hn/8cdTr9X6zuKA0Pj6O//u//8O6dev6zcq80wUXXFAIzfCjH/0I69ev7xNHFb1aaFGZnLZt24YtW7Zgw4YN2LhxIz7zmc9gYmICV1xxRb9Zm3caHx8PVmdPP/00Hn/8caxevRqnnnpqHzmbX9q6dSt27tyJf/3Xf8Xy5cszf6mVK1di6dKlfeZufumGG27Au971Lpx66qkYGxvDzp078R//8R/45je/2W/W5p2WL19e8JNatmwZjj/++GPCf+rDH/4w3v3ud2P9+vX46U9/iu3bt6Ner+O9731vv1mbd/rgBz+It771rbj55ptx6aWX4pFHHsEdd9yBO+64o9+sVdRv6vc2qyNNn/vc5zqnnnpqp9FodDZu3Nh5+OGH+83SgtD999/fAVC4tmzZ0m/W5pW8MgPo3Hnnnf1mbd7pyiuv7Kxfv77TaDQ6J5xwQufCCy/sfOtb3+o3W32jY2nb9mWXXdZZt25dp9FodE4++eTOZZdd1vnxj3/cb7YWjL761a923vCGN3QGBwc7Z5xxRueOO+7oN0sVvQpoSafT6fQJS1VUUUUVVVRRRRUdEVo0PjQVVVRRRRVVVNGxSxWgqaiiiiqqqKKKjnqqAE1FFVVUUUUVVXTUUwVoKqqooooqqqiio54qQFNRRRVVVFFFFR31VAGaiiqqqKKKKqroqKcK0FRUUUUVVVRRRUc9VYCmoooqqqiiiio66qkCNBVVVFFFFVVU0VFPFaCpqKKKKqqoooqOeqoATUUVVVRRRRVVdNTT/wMZK9bvqjZF6gAAAABJRU5ErkJggg==\n", 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" ] @@ -800,12 +790,12 @@ "name": "stderr", "output_type": "stream", "text": [ - "Operator `Kernel` ran in 1.08 s\n" + "Operator `Kernel` ran in 1.33 s\n" ] }, { "data": { - "image/png": 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/+MOo1Wq45JJLMDc3h507d+IP/uAP+lVMh8PhcDgcAwBfy8nhcDgcz1ms5lpOXwXQOIzrtAC8HL6WUxV8tW2Hw+FwOFYB7kPTX3j9OBwOh8PhOO7hGhqHw+FwOFYBrqHpL5zQOBwOh8OxCuDilIdzvqMaTvgcDofD4XAc93ANjcPhcDgcqwA3OfUXTmgcDofD4VgFOKHpL5zQOBwOh8OxCnBC0194/TgcDofD4Tju4Roah8PhcDhWAYe7HpNHOfWGExqHw+FwOFYBQ9nncM53VMNNTg6Hw+FwOI57uIbG4XA4HI5VgDsF9xdOaBwOh8PhWAU4oekvvH4cDofD4XAc93ANjcPhcDgcqwDX0PQXTmgcDofD4VgF+OKU/YUTPofD4XA4HMc9XEPjcDgcDscqwE1O/YUTGofD4XA4VgFOaPoLJzQOh8PhcKwCnND0F14/DofD4XA4jnu4hsbhcDgcjlWAa2j6Cyc0DofD4XCsApzQ9BdePw6Hw+FwOI57uIbG4XA4HI5VgGto+gsnNA6Hw+FwrAKc0PQXXj8Oh8PhcDiOe7iGxuFwOByOVYBraPoLJzQOh8PhcKwC1gBYs+bQl5hcc/DgkSvMAMIJn8PhcDgcjuMerqFxOBwOh2M1EEXAYWhocPAgkCRHrjwDBic0DofD4XCsBpzQ9BVOaBwOh8PhWA0cCULjqIT70DgcDofD4Tju4YTG4XA4HI7VQBQd/ucQ8LGPfQzbtm1DHMc477zz8NWvfrXn8Z/+9Kdx+umnI45jnHXWWfjsZz9b2n/w4EFcf/31OPnkkzE6OoodO3bgO9/5Tr7/kUceweWXX45TTjkFo6OjeOELX4gbbrgB8/Pzh1T+5cIJjcPhcDgcq4GhocMjM0NDK77ln/7pn+Lqq6/GDTfcgH/6p3/CS17yEuzcuRNPPfVU8Pgvf/nL+Lmf+zlcfvnl+MY3voGLL74YF198Mb75zW/mx3zoQx/CRz7yEdxyyy249957sXbtWuzcuRPtdhsA8OCDD6LT6eCP/uiP8K1vfQsf/vCHccstt+Bd73rXodXbMrHm4MHBMsrt27cP69evx97//b8xvnbt0S6Ow+FwOI5h7Judxfqf+ins3bsX4+Pj/bkHx6UTT8R47dD1CPs6Hax/+ukVlfW8887Dy172Mvz+7/8+AKDT6WDr1q1429vehmuvvbbr+De84Q2YnZ3FHXfckW97xStegbPPPhu33HILDh48iM2bN+Oaa67Br//6rwMA9u7di02bNuG2227DpZdeGizHf/kv/wV/+Id/iO9973srfexlwzU0DofD4XCsBo6QyWnfvn2lz9zcXPB28/PzuO+++7Bjx458W61Ww44dO3DPPfcEz7nnnntKxwPAzp078+O///3vY2pqqnTM+vXrcd5551VeE0hJz4YNG5ZXT4cIJzQOh8PhcKwGjhCh2bp1K9avX59/brzxxuDt9uzZg8XFRWzatKm0fdOmTZiamgqeMzU11fN4fq/kmg8//DA++tGP4pd+6ZeWqKDDg4dtOxwOh8NxHOGxxx4rmZxGRkaOYml644knnsCFF16I17/+9bjiiiv6ei8nNA6Hw+FwrAaiCDgMHxp0OgCA8fHxZfnQTExMYGhoCLt27Spt37VrFyYnJ4PnTE5O9jye37t27cLJJ59cOubss88unfeDH/wAr3nNa3D++efj4x//+JLlPVy4ycnhcDgcjtXAKkc51et1nHPOObj77rvzbZ1OB3fffTe2b98ePGf79u2l4wHgrrvuyo8/5ZRTMDk5WTpm3759uPfee0vXfOKJJ/DqV78a55xzDm699VbUDofILROuoXE4HA6HY0Bx9dVX47LLLsO5556Ll7/85bj55psxOzuLt7zlLQCAN73pTXje856X++H86q/+Kl71qlfhd37nd3DRRRfhU5/6FL7+9a/nGpY1a9bg137t1/D+978fL3rRi3DKKafg3e9+NzZv3oyLL74YQEFmXvCCF+Cmm27C7t278/JUaYaOBJzQOBwOh8OxGjjEXDI5DmHZhDe84Q3YvXs3rr/+ekxNTeHss8/GnXfemTv1PvrooyXtyfnnn4/bb78d1113Hd71rnfhRS96ET7zmc/gxS9+cX7MO97xDszOzuLKK6/E9PQ0XvnKV+LOO+9EHMcAUo3Oww8/jIcffhhbtmwplaefmWI8D43D4XA4nrNY1Tw0Z56J8cMgNPsWF7H+29/ua1mPZ7iGxuFwOByO1cBR0NA8l+BOwQ6Hw+FwOI57uIbG4XA4HI7VgGto+gonNA6Hw+FwrAYYtu3oC9zk5HA4HA6H47iHU0WHw+FwOFYDsh6T48jDa9bhcDgcjtWAE5q+wk1ODofD4XA4jns4VXQ4HA6HYzXgGpq+wmvW4XA4HI7VwOFGOQ1WYv8jDjc5ORwOh8PhOO4xuBqatWuBRgNIEqDdPtqlcTgcDsexAJp9jobp53Dv6xqanhhcQvOCFwCjoymZefzxlNg4HA6H47mLKALiGGg20+8oAg4cWN37O6HpGwaW0HRO3AiMxSmhmZpyQuNwOBzPdVhCE8fo7F9FDb4Tmr5iYAkNgKLh9GpETnQcDodj8GHHgey/DwGDg4ElNKVG2mym39qgkyT97NnjPjYOh8MxSIjj9NtOaqmhOVpwDU1fMbCEBgA6qKVhXBMTaSNqNNDJArtq6ACtFjA9ne5zmu5wOBzHP5S8WCJjCE4HtdUV/Ycbtt3pHLmyDCAGmtDkyBrzfFLLlTFRVMOYNnCHw+FwDAZCmhlPajfwGNi3m7NuMvGoDiQpSU8SadckNTxhetoc4HA4HI5jGirDlczYYwzRoefBquFwSZVraHpiYEdtpp8ZyzQzSaaZIX+poQO0kzRXjTaw6emjUl6Hw+FwHAIsUQmBk1Txn6G5yQnN4GCgCQ2QNtrCzJQRGT0gC91zPxqHw+E4TmGjl/SbZEY/SZKTGRf7g4O+LX3wgQ98AOeffz7GxsbQZJTREnjzm9+MNWvWlD4XXnjhIZdBG2tlww2pJZXkOBwOh+PYgzUxVSGkFTlasr3KYXklH0cl+lY78/PzeP3rX4/t27fjj//4j5d93oUXXohbb701/z8yMnJI90+SNAFkkgALC1KupIZ6JGo7ZfHtdhriLSwerVa63Wm8w+FwHDtYWCgP8FYTA3RHOElkE8X64uIqltlNTn1F3wjNe9/7XgDAbbfdtqLzRkZGMDk5edj3X1xMP3Nz5fbTbgNRIwvntjlpksynhhoa3e6ExuFwOI4dWCaiwRzWBJURGrogtNspH1pcdNE+SDjmVtv+4he/iJNOOgk//MM/jF/5lV/B008/3fP4ubk57Nu3r/QBus1NgGm8S3nCh1i0t3yHw+E4ugj5y9jfdtuxYqphHppD/QwNHe0nOKZxTBGaCy+8EJ/85Cdx991347d/+7fxpS99CT/xEz+BxR46wRtvvBHr16/PP1u3bgVQEBqqFclFFhbSbR3U0lBuoKyWtL4zSm6mp1d3ITOHw+FwpDKYCVL5X7MBW/mtZibZpuPC3NxRmKO6D01fsSJCc+2113Y57drPgw8+eMiFufTSS/FTP/VTOOuss3DxxRfjjjvuwNe+9jV88YtfrDznne98J/bu3Zt/HnvsMQBpY1X3F34WF9Nt3Fdq/I1GYXIitBE9/nh6YYfD4XCsHuK4IDRVHyUzKtO5CGXmO3PgAHKz06q7Rzqh6StWVDvXXHMN3vzmN/c85tRTTz2c8nRda2JiAg8//DAuuOCC4DEjIyM9HYdD7i90Es7bhm0k1lbF3/QydjgcDsfqQQkL0J38VAM5rEOwOAKHol5X1SnY0VesiNBs3LgRGzdu7FdZuvD444/j6aefxsknn7zic9lgrSM8UG7vurZTBzXUbIfRz+hoekGanjZudMbscDgc/cLERKpO7yXEQ1FNRlNjtfRHDYerZXH21RN986F59NFHcf/99+PRRx/F4uIi7r//ftx///1otVr5Maeffjr+4i/+AgDQarXwG7/xG/jKV76CRx55BHfffTd++qd/Gqeddhp27ty54vuTzCwudqsYaT89cKAwPc0nKYOfT2rd6ksg/W40gNnZ1PR0333leHCHw+FwHDlEEXD66YWpqd3u9pMJmZ2M+8B8UsvlvHVBoD/NqsGdgvuKvqkXrr/+enziE5/I/7/0pS8FAHzhC1/Aq1/9agDAQw89hL179wIAhoaG8C//8i/4xCc+genpaWzevBk//uM/jve9732HlIuGCha1EC0sAMPD6W91kxketsmCa6iH1JlxnGpn9uwBHn4YyJ7D4XA4HEcYUYQf7Kljc7OZyl0SGhXqVkNjyA4XJCZpCQWKuBfB4KBvhOa2225bMgfNwYMH89+jo6P427/92yNeDm2sSm5JeBYXU0JTmUXYsmN7EV/I0uFwOI4cRKbm4rZKxvbYTr8ZvexRJy+Ha3LysaYnBrZ2NBgpxDviOEuyl20bGkqJTXFMpqVR7czoaHrhRgPYsiW1WZHolE92OBwOx0qhqd2jCBs3ApgSFqKCW/0cuU/MTiFNjGpoeJtVDVx1QtNXDGztJEnB7nslkNTfi4tlU1SdnYdqzkYjJTFr1wKTk2lPoL2KtiyHw+FwHDooVwHUpp8pr9lEwmLJDPdnpIY+kQcOFH60lszodsdgYGAJjYU22lDG7NDxpagn7TwkMewZyoIcDofDcWRgPXZtaLZuF1mdBPLLaHLVowbX0PQVz5nasdHYJDXDw4USBijnqEkSpGYnkpc4BtatKy5KM5T1PHe/GofD4VgedN08oNvRl9v0t11pW77pO1OlhRkePoqkxglNXzGwtVPVbixrX1xM+Qj5ClBem7LOjTQ50ZY1OlqoOIEi4Q31mo1G/x7O4XA4BgWNRjmm2ibQs6BwV1LDxSejetcq2lWh2UNDRyGtC8O2D+d8RyUGltAotG9oH1BtzeJisU0T8s0n4hxMpgMUPjO8uFJ+N8o6HA7H8mBDsasyAveKdMr22Ugmm3OGOKpaGkffMNCExuahUYSIjTZ8/V+PDaEJdTJGObm5yeFwOHpDNd+KkG+M3R6Ss6piN7AKnaMKNzn1FQNbO9purLlVocyd0YDd6skaxph9Ekg7TqvVneCJ+/T/MdGLHA6H4xjC5GT6rXJ0GRqYrm8rgyscf0OkxirZVwVOaPqKga2dKlOjbdSqlVHNpyU1cbOOWqORXoDLN+hSrWxoZEXHzJTA4XA4jjE0m6nAnZoqhK3KTauRCe0zx9lEejy1l9Lcs20MFgaW0ACFs+9yYVNh26RMpUR7IaZdlRvBiY3D4XCUNSzL1VZUHbdC2WoPPyqi2TU0fcXA1k4vPzJtyFZb026XE/Kph3wcZ6YnhfU0Zgy4OuGEvJIdDofjuYSJidTUND1dTWws46jyqQmghg6iKF1vWTUvjGbSDBy8VRQBh7BU4KHDo5z6ioEmNMPDhTe7hudZp1+FLoegxxepsmuI47F0mXKan7SHqA+N5t7W/w6Hw/Fcw+QkfpCchM1bGuXcXlboUl7ayWOVX6KYo6Konm9WUqPr9VnNjOdFHRwMLKGxqMo5EHKWZyg30G2uLSKf4vLG0ExCt7HjOhwOx3MRcYw9jwCTk2OooVNsD+WVOUQtRnrdWk93G/t7VeEmp75iYGtHU8awcVNbo+TGpkAAyqTGEpkDB7JrNmqo2ZNDzmz81hmHOhY7HA7HoCKKUjNTlpi0NB6H7P723Cr0ODeK6qiaby4spCYmyvZC875KcELTVwxs7YyPA2Nj6W8qRmyCJZITqzih30wUdTd2zUAZx3XUGfmk6ydUhXOrmvWRR1xj43A4BhuNBp6Z+CE0m4XrTJIAdSTl7MBAIUerBv1QtIb932igliSoRxHq2SXqUXrtOK6VTuGtO6IschzfqC19yPEJpo2J43RxbPIJKkqiqFi9IORAzP6xuJg2/IWFov+1WikZareBTlTvvnBIM8NPo5E6xznTdjgcg444xoMPpvM39QXuml0ux/ZjCY1+yE743WoVn0xw19r7808d82g0kH9WDaFI2ZV+DgEf+9jHsG3bNsRxjPPOOw9f/epXex7/6U9/GqeffjriOMZZZ52Fz372s6X9Bw8exPXXX4+TTz4Zo6Oj2LFjB77zne+UjnnmmWfwxje+EePj42g2m7j88svR6rNlYmAJjb7/4eHCudy2i5U4jWv/61r0bCXhh5boOBwOxyBBJnHWNSaKsDIio8dZzYw9ZgWfNCpqleeWR4HQ/Omf/imuvvpq3HDDDfinf/onvOQlL8HOnTvx1FNPBY//8pe/jJ/7uZ/D5Zdfjm984xu4+OKLcfHFF+Ob3/xmfsyHPvQhfOQjH8Ett9yCe++9F2vXrsXOnTvRFqvDG9/4RnzrW9/CXXfdhTvuuAP/5//8H1x55ZUrr7MVYM3BgwcP9vUOq4x9+/Zh/fr12Lt7N8Y3bMiTLakPDLUu+glNFnRJEfrdcFujkWp+RkfT37VkvnvGQPCEDPPRGOrTTxWk5itfWaXacTgcjlXAK16Rm9f/6Zv1XCk9NARsOmE+VddQ3U2orV+13XZtp1B4apVDsQ1tUheA7Nh9+/Zh/dat2Lt3L8bHx/tSHfm49Od/jvG1aw/9OrOzWP+6162orOeddx5e9rKX4fd///cBAJ1OB1u3bsXb3vY2XHvttV3Hv+ENb8Ds7CzuuOOOfNsrXvEKnH322bjllltw8OBBbN68Gddccw1+/dd/HQCwd+9ebNq0CbfddhsuvfRSPPDAAzjzzDPxta99Deeeey4A4M4778RrX/taPP7449i8efMh10EvDKyGBnv3AtPTqCXzqGMeY3EHjQawbl3Z/MROVmV6UpD80Nw0NyfcxZqWbGeUfe02MN88Cc9gA/7v42OrViUOh8PRd0QR/u/jY3h0ehy7nq2j0UgdceM4lb9qBqrU1IS0KpBz7eRR/QF4jJqd9uxJSRQ/rVb6vWdPOlYcZ9i3b1/pMzc3Fzxufn4e9913H3bs2JFvq9Vq2LFjB+65557gOffcc0/peADYuXNnfvz3v/99TE1NlY5Zv349zjvvvPyYe+65B81mMyczALBjxw7UajXce++9h/bQy8DgEhrb6HuoGGmSArpJTdVEgFhYyBzLWJUV6sEOavmHxWNfW329p8PhcPQPlG06znaZm9DjtyLkb1NFeHr519jf/FSQgb7gCJmctm7divXr1+efG2+8MXi7PXv2YHFxEZs2bSpt37RpE6ampoLnTE1N9Tye30sdc9JJJ5lHj7Bhw4bK+x4JDO4oOjfXvUZIHIOJl4aGukO2bfK90G8eZ3NBpbdI8x/UlKCImjMUXbWwAOD001OTVKsFiJ3S4XA4jhts2ZL7BEbT5cnh8LAhNCFbf69JXS8n4tA+mpgs0QnI5VWNNj3cyWt27mOPPVYyOY2sarrjYxeDS2imp9NvNQMlCWrNZlf4nrb7UE6CUF9otdJj161L/6t/TRzX0nBuIVQaOq6mqrk54P9On4SHvw5s2TKGH+lPbTgcDkdfMb/th7BnTxY5lITjH2roFOppFYpAaIaY/rbH8bf1pakyWwHd6eKHhlKWFcerq6E5QhgfH1+WD83ExASGhoawa9eu0vZdu3ZhkiueG0xOTvY8nt+7du3CySefXDrm7LPPzo+xTsdJkuCZZ56pvO+RwOCanKihsfbarIFHUTlsOxQRBXRPCLQfUVMT0mZ2tGpFQ2OPBdKQxn/9V+Dhh1ehXhwOh6MPmJpKZdnjj3crIqIoIzNVpiE90GowVKMTOrfKzHTgQJFvg+MBP7Oz5f+rhVWOcqrX6zjnnHNw991359s6nQ7uvvtubN++PXjO9u3bS8cDwF133ZUff8opp2BycrJ0zL59+3Dvvffmx2zfvh3T09O477778mM+//nPo9Pp4LzzzlvRM6wEg6uh6WFXjeJ6vtl2Otu3eJy9NL/ZX4CU7C8sFNepW5uWAf1veEi7jVRt22ikzmp79hziwzscDkefQQGafVQTo9GhgMhZK2BVO2MFcEh2VvnO2ONVI8PjrPo9ilKhG1oTp184CotTXn311bjssstw7rnn4uUvfzluvvlmzM7O4i1veQsA4E1vehOe97zn5X44v/qrv4pXvepV+J3f+R1cdNFF+NSnPoWvf/3r+PjHPw4AWLNmDX7t134N73//+/GiF70Ip5xyCt797ndj8+bNuPjiiwEAZ5xxBi688EJcccUVuOWWW7CwsICrrroKl156ad8inIBBJjSzs0CtVqxQxsYex6ghJRtRI9WiHDjQHeVEks//vETIXDs3l3IQNSONjACjozVEUX1ZpuHR0dRK9i/tH8L9XwEuvXQz6v/w+SNaJQ6Hw3HEwOzoWbLQRiNd5YCyECjkam5q0tmfZgW2Ggi181c5+LIMIVgSQ3W6YnExJQiruvbB6uMNb3gDdu/ejeuvvx5TU1M4++yzceedd+ZOvY8++ihqtcKicP755+P222/Hddddh3e961140YtehM985jN48YtfnB/zjne8A7Ozs7jyyisxPT2NV77ylbjzzjsRS161P/mTP8FVV12FCy64ALVaDZdccgk+8pGP9PVZBzcPzcc/jvH168sZehsNoNksUgjHMTqo5QtmLyykPIj9hikStC/pf82Jx9BEmrG4IsLQULEtSVLyNDdXjhxst1N17cxMyr/uuAO46Sbg3007oXE4HMco9uxJ5enkJLBtGzqN8ZyDKHeI4yxPl4Z2KknR9BYEyQ8vpkJYtS9VhIbHKLHhf6AQzsPD2LewgPVXXbU6eWi+9CWMH0Zq4n2tFta/6lV9LevxjMHV0HQ6hf3H2nZKnamekw1dbp7tvUobyUsTOpng/0OBpk4oMSarXnU4HI5jAZlmJU2LUUMtmc+jSQEUK2svR34tZY6xpiRus+hlRuJ5h2C+OWwcoSgnRxiDWzvKLEZGKh3HajGgq7NSE6qXCZmZgCLrMLdpFmGdeACFf42er6BD8uwscOKJwJNPAp3Xn49ae3+6c2rKvYYdDsfRBbUdVDtzW7ZQUy3bli/ay/0aBQGUfWbU+QYom6Js3hgth1Wb87ohc5Oew9lo1/o1juMdg0togKLBqupR1ZgZi6nHEaKohna7WKGg3U4JhoZY2z6iWbtbraJf8tK0dAFlB+RQ/1TifvLJwBNPAJ/7HDAxMYZ2Gzj33Oej7oTG4XAcTahj4chIIUs1gIHExAo8hTosWk9iFZbWzq+/lexQMA8Pd5ubeB8mAOO+o6HtcA1NXzG4tRPyfg+pWozpCShrIkN90RJ+Qs9Xx2INduIxIYd7gjn2HnmkuMazzwLlvIwOh8NxFFAVfaTZRin4uK+K0PB3aKC3/20uGV7bbre+M8PDxf153MJCUb7VdAp2QtNXeO1kSO283Wl5emlNQ5MDew6Ppx+yjUzk8eoXpx9ef+9eYNPpp6cbH3mkrB5yOByOfuHAgdQWvnZtObpIiUOVBiU0AFsHYEtolhq0KRRDxMqSGaCasCRJkWBvtXAUwrafSxhcQkM2wAakCWKsunGZ6kclNHTYVzOumpwajZSERFEaCNBsFqtz22JqsZrNdDsnD4yKevhhoL1lM6amgB9/cQI8+ODh1I7D4XAsD7Ozqbx58YsLATg9XZAKmnO4vgHQveyMJSyqvZGI0xo65WPVqZFOhmpSstFL6ii8nPwyq5mDxtF3DC6hqULIgSWAkLZTzbkHDhRkhkRHiQnPobaT12PqA3sv1dLQNM3jkyT1CWYmzh9/ZfOwqsDhcDiWDeaVeOELCx8VLhcwPFzMuvR4JTQapqyCjsdGUTmzei9UkRkK2VAUlN5bcTT8aNzk1FcMdu0wdAgor47Wo1FZoh/aH3LB0Qgma9YlAQrljVJQmaQTHXvfJAH2Ywxjk5PpQY8/voIKcTgcjmUgSVIVNCNEgfDqvUoqVN4CYbOS/uY5UZRfrq5yz9rejxRs+uLVJAlOaPqKwa2del1Xiyx70ttPHGM+qeWEQf3GdBtzOmnkk27jciGqJY2iIlnf7Gw58olgsdQcpRMZaoBokv6HfwDWrz8TTz8NvHZi2v1pHA7HkcXCQipotm0rq5+BguxYtbONbqqQvZ2onl2qDkR1tFvF4VFUS0O/VQDq/YeHw2Yi3pOEanGxPPiHfGV4/TVrDrOyHMcKBpfQjI6WO1iI1GT7OijIjJqQbLS3zSRMTczcXMEpoqicRoGTgSQpHIMnJsrFIgniOaFJjvrqfPGLadTTd78LvPam2AmNw+E4slhcBL7wBeD//X9Tx744LvxkFhZSHxom3GJempCDoCTnollJxRVzeZFvRBFQD0w4VZuDoaGwKj2kxdELW3A86HQOq6pWBNfQ9BWDWzuhF1/hTW9NSHabdZLXfhPSwrLvaaJfG9EIlPdrkW2Yt32UZ58Fdu0CHnsM3fkbHA6H41CgPiVUKdvQTuvDEkVlp1xFwKRjTe16akmBUiGre8KapkLOiixEaPtqwKOc+orBJTRUgap2xv6m+rNdXkleNTC27XMbZxYhnxqgbCLmvgMHgHXr0t8jI+lvHqvfeg1+h/rA6Cjwg8YPIX7xDyGOgbGv+NpPDofjEJAkqdZFwytPPLF8TJWzLWXtyEhZEx7HQLOJTlQvrZc3N1fIR8uVSrCkRg+mKrvK/KRRV6oqZ3mBo6OhcfQVg0touBilEhluk45CEsP1k0KkxkYF0qnfkhkbQTgykn6zz9l1MtX0RJJDra32Y5J69sPh4eI6t92WJumcmADe9Yq+1qjD4RhULCykkUwnnpgKrJkZ4JRTyjZ0qpbpXEjBNjycCqN16wqZmy0EvK9dz9PYaGCDchS1TAGo1szYhF9Wxa3HqPAksbFqbwrk1QzddpNTXzG4tRPSzJieQ0dgJTCWzITyN4U0M9yuIdyEhnvr9djvrd+b9mX6wVVZ0L7+9TSUe8sWAE5oHA7HoWBxsfCLAdIZG5NiaUg0j7XaEitj4xidqCAzqqEh1MTUZbFSgddrEFdmZAmOZjq119NZ4mo6BTuh6SueW7UjjUEdgYHyt5Ia1bJaTU1VCHfomkBBbBYXC2fgkD/v0FCqqQlpWK3sKHG0bdvKtrLp6cOpLYfDMeh48snu6B9rO9dBVEO0SQpCE8Y4RrtdRH6qBntJhMjMUgQnNAu05XcyMPAY3Des4UVi02XIIAmLmpnsf+tLY8/T2Qa1M9aHDig6skYO8loLC8AJJ5StY41GWW5EUWqOajTS4xlcwOCDiYn0mH+aPhXbtqX761EnDYdyOByOEJIE+Md/TAVIs1lED1GQWTKjyfPUxET7OX83m9iPMezZk86puG5lyBc3jovkowWPqiGK6mn4NuV3u53O8siIqnxr6KjM7Rppwf1agCo/nH7BNTR9xeDWjmXmGaEJmZja7dQvpt1OTcc6q9DJCkO3q5yG9boK+1/PseezuNxHokO/GfbpTG4AKL7vugt42cu41EINpx5i1TkcjucIvvENYOvWVLs7MVEWcFXRCkDhACwkhv/nozHsmUrJDD8KG+yg60SWtdI11GzuMKCYrPJ7ZCQcaaWOwHpTrrpt960GnND0Fc+N2llBIwiZlYDw+mahSMWqNdMsieFSCjRlVS1Oq52dj2KdhPl4JGK5lkgz/DkcDgdQtnNbh0AgLMAU1v5tPlajzSVg9PLKkRg8YYvRJbZtZIQKZc1NY/dZ6P5VJggd1Ja/zEPF+Y5qDD6hUe/2JAFQB1DOAmz9Y3iojVyiTVhNT3qOhnLnt0N3RwVSRznuI+9QucCFLG1/i6JCSxPKY6Vlw7Ztqb6XdjSHw+H43OdStclpp5W1GIyp1kUnCbV9j44WWhmaq5pNoNHA/nYN09PA7t2FM/DiYtmqo6lYrHxrtwsfwnYbGON+3l+dC5WYhMxG3KZkh885PFw8uy9QOTB4bhAaQOIF6zmBIZTc8FDVdIQ+QGGCUsfh0MdqOYeHC44xO1tEktPHZmioWLHbqmdVW8Prc5tqeFotYN+2zRiPojQc0wmNw+EAgM98Bp3HHkPtJ36iO6RZc1JY1XAUpX4zGXnB5GT6e3IS8/E4WtNF+otdu7pzdVEWrl1bvqT60Kila3gYGGsaDZBmHbUzToU6IQLdGpujZLoJTW5Xer6jGoNLaJbx5pc6JKQ6VYRWrg9pbvmtaRusk7H6rs3NFT4zek1Lbqr6JM9ptYDxRnzUOq/D4TgG8dhjmAawYc+ebucVFWhKdAibsDRz8rMBFXYBbpVjVQoRve3iYnfw1ZLo5R8QwopvcPhwQtNfDO5IV5HGN4rLfigrhRIRdZAPNbSQLx2hfU7NTRQMIyOFYLCaGaut4bWo0WHSztIJtGtNT6cFYlY/h8Mx2HjyyfR7dDQVLuvWIZ6Z6U6jH8oWChQCh5FNWQZgOgR34jG0psoJSnkpnq6Xsb5/iqAPjfXTsQcqdJapz6E3YwEoOJV5OY5rDC6h0dBDCR+qoYMoquVkRH1SQv4q1s9GQULBW9lzQxMcgn2O+axGRgrt7/R0oYrdu7c7pYIEbZXux4ADmrnjWHZQ2jz5ZHoDJzQOx3MDDz2UfjebaRbOZhNjdtHGJCkEjxIBzo5GR1OZceKJaZ4JMTVNPZ666imhYWQTZZWSGmqfSW7IK5R3cMLZgVl927oQKHmhD5Caovicll0BhXPPKhIa19D0F4NPaKzNNUkQRfUuLY1GDoUmAlUaGJ1x2H1E6NwkAQ4eXMTCAtBqDXX5wpCDkI9Z/zxqYDTYoIvMaCGZAfTpp4vEEA6HY/Dx+OPpd5IADz+ckpG1a7uFlBU0xPBwKliazSL3TLOJTmMcz+4uQrMpcqeni6WUFCpXrcmcfrrq71upoVHTkrVlhaI11DmY1+MzA05oBgiDS2gI6+CSJIjiehdBqDKnVmlZqrz0jxSqnIsVochJu63Lk5ngNEoT2jgcjsEAnViqZlahdQdUyFjmwWgFES5WQQKE01aEZFcINrx7ReCNLckhrGOOM4OBxOASmrm5wgFFe1OrhRqAOB4D0J2Rd3Q0PVUdcu3MIo67E1JqMj5LlqKoHOVUXG8oP59ghKHmt1JzliUvuh6ULl3FzMLY0yr0wJrU5l//FfjSl4CzzwYuvPAIVLjD4Thm8MgjaagRJytqel+7tpxxV7UzKvBs4jyamrJtLREtvATl4HIRCufWTy2ZD/pCltgUBS9JnHokqwpdbffqxGgT7fURoYCslZ7vqMbgEpoDB4B6mnMmxDBIakLEZWSku18nSbnDrVtX9COSiJU0VJIiIDyjYbI9oMiDpWXhOSpz4rgwGccxUGvvR0nqcMYWRcC3voX9d92FsXbbCY3DMWh44gng/vvTVWsp/yhQ7EJxSmjUQY+maskzk5ub4jG09pRTXGmEUxXsbYGiePRjpJytoVM2H1mnxhCZ0VArnsMb8Jk40eV15+cPoYIPDW5y6i8GN+1gp1P8tr0o+6QOwsUum/BJyX1I6xLavhRUpTo83K1iDalcVY1rVbo6m1E/v5K5ic+taLWwHyiinigUvMc4HMc3VLWr6pLQzKlqHxBWmWRCTv1wVyoyquQkb5f7z/RyYLTPoaqLkL3emt5dzg0kBldDo57uIVafqWDjeCzXyCRJmuiOGXht++d2nSgQlBshfxeaskImav7WqCVqWkKPFFrahFolRlTW0EkP5myl1UrJCglL9mnwwt/8Zrrv3/4tjWTYseNQa93hcBwNqBaG0UoMBLDmGkLt5nocBdLoaCpYuG6TCp8M1AbragrcXuUEbOUXZR2DGeI4W1y31S7sWaqN4W/KM6q6Dxyo1tBoSGgoLfwqwTU0/cXgEpoDB9IeYp3Z2BkAIElQb0ZYt67Ov3m7t7MITgCYzoVqVb0szdS8fBUpUWJC6P9Go1j2gL5soYZM4kPCNBbNp0KAHZ/hBzMz6TfTmmcFiTduTP9/8YvA9DTaf//3iLdudULjcBxvaDTSPj8zk2YGB9LJiZ3IaSSTTaJFIUY7Nk1N9J0RUqPcx8pKlV1EUIOcgaRI/QFLMeB2QkoiQ38Z2udDJidLwuhHqEsmeJTTwGBwCU2nU2bvQKVzWRzXc+0MCQJ9Veh2ouYokh7afNXvhr42CtuB1T8ndEyICNnz7EKyJSHAgrBzz82VOz/roNlM/z/yCLB7Nx4HsOWxxxB339rhcBzLUJIyM5P+bjTKJmXKQx3cKVSsHXtkpJgpqXaG+83hod/5oUmYzAwNlX2TeYuS74yZgObgPpVnPEf9bmzqDp6rN19FluBOwf3F4BIaRWhBkYAtlfZbG/mk2/VYVfxoZ+WaaeoPo33KTho0mzjQHXqtmcb1HnFc4TOjwoBCS9doCTGvxcVs2U6kBCeKCsF4xhlH6EU4HI4jAibG5KTFTv0pTKx2g8KNE72qVadDI6cZia0ZKeRyYy+tv5n3ruvYKp8XfYbQOjR6kxBrSJIigZcV5o6BwOC/SXZgtREZ9s7swUD34o82qsiGa+uxKht0YkEVrBZDE0eVVK3yX8Ox164tclrph8EHtWQ+nY2pynVmJlU70fTE39TikHlln3FkXuJ33pkW7uGHU4nzgQ8cgRfhcDiOFPaf9iOpv9wj30sT56lJSWc5up2r6dK3UM0udlYVIhIlklEvaYtDShDdb7Uz3K/bcz/CaWNmUo1LiNQspfLgNXShvKNEYtzk1F8MLqGp1cp5VzRnQWj2Ih1UO2m7XZiTgHSfprcJORAD3QtO8lohlaySF+5XPzySGWYhV8Kzdm3m+0ffGXUEnpkp7Mp79xY2aQo2amjabWBxEWPIGsTf/z2wbh1a3/kOIsBNUA7HMYYHH0z7/Q9NNFOfGSUsQDehUWIDFBqKrO8HGQlQDmMSeRlF9a6opNgICsrRdeu6Nd4qT1XznAc0WPNRqDxazqVsMSGz21EgNU5o+ovBJTQK9qaq/wI16WiiTevERv8ZKjp4jO7Tc6v6T9Ux1oRlf6swyYVAaBZTOcPqRh7Dn83y8qNarbLNmdETDodjdUCn3+xTGS5tB/aAab3LZGNzRYTOCcjMXll9VTOzHJT8Bu2DaXnU7yVEYkJC1roZOAYWg01obHpvMvNAw7Y2YDrCt9vlxStD7jetVjk6Ko5T5Qj7lq6CHVrZXv3uNJ+V9fynVmb9+nTWs3ZtlgiUJiVGNM3OFksbHDiQamfsgiucmVEFDWkMWdRAhIzkfPGLxeJSSZIm4nO7s8Oxath3+ssxHs+n5qXpaZw8kc0rrGlmZqYQXGp65u/Z2fLCjUD6PTRUPqfVSoULU/9qJuEkAaJClqn2mVprq5EBit+MBFfNDn0CS8LV+gJyuy5vYP/zRiGNk53oUejXVi8dm2to+ovBHZVCUwNNh20aexTXc+2KToboR0sTVHY4gHKQgO7XvAoh7YztZ7qopBIZJTZqYjrhhPT3CScAtelnwoRmerq8BO7UVNncRDKjxIYPkAmPOoAOANxxR5px9Nln0+M9s7DDsar4sz8D/p//p47zXrYNePxxbNmS+c1NmWggpmdQ8/PsbDfBoZlJox0oD5hUhr9tZEKSdJEU8gf+VoKjPCOK0smYnl8yt7e7zVtd+cSYfsL61xB649CH/jTEIS8gtXI4oekvBpfQAGEtQg9bK4mJamPsDEM7pzUFAWXzk/rQWGc428l1tmKT52koOUlSIQBEUKmznJ2lUTBwu9ZFSG20sIAaMkIzNZXecPfuVDg6HI7VQxTh8ceByUlgPqmhHkXpsibWtySUSFT3WYfgoaFiIrO42NtE3WMkVjFriY7dbjOv63G56ZywGhU+C1A8Q8g8psJWYevEOv04jnsMNqFRqA040Elr6IBeJEpqCBu2XQWGa9vOHMpNQyiBCREa9Zuhk3C+VpOqiA8cKGZkNDupgzDVzUpoVEtjkC8eYY955JGyOmrjRjdBORxHClEEnHtuoVWNIkxOphagKEIqs3RFyAMHij6vk5iQuandRicjBTWgTG40pDPkk6flE4QUJPod4kFWHOeXtIJThSdlEC8YSupSNXMMFdiSpFWA56HpLwZ/FFImoY080HHV/sv/qh0ButdK44dEhmO/dmp1jrO5aVgc9aHhh0WnuemEE1L/mRNOAOqYB6b2pGYlNTlpeDZDtGdmgKef7jY3ZQ/Uabdz8lIDUOODEFRlU/D9wz+UM4du3HhYr8jhcAiiCLd/ZgwXXHAqNk3uB6IIp+9BYWZScxKJyu7dRX+n/9z0dNrvM1LTabeRIJ2o5P5xOsFRWxHXM1i7NrWHHzhQWrmbp0iRuyZpwPIUJ0XUaK0ITAjZ6qmRsT40vKD6zVBQ25uG/GhWEW5y6i8Gm9CwsWqWO9uwAy1MyUgoVbceoxmEq/aHNDZAOZw7RGbUuY7b163L1jmZbpU1MCQy1MyoYLO2c3UKFCEHpEKubmYsHQA1Xc/hwQdT/TeZll0TxuFwHDriGH//98C2bcDoi8eQtFMy02yikFeaUE+1srpkgGhmOwsLSABwXemcONDUFDI5USPCD5ALw6RdRIJSfA4NlblFr4UrdVJYqbWgTFH1uGY7D8lva8vSG1VpnxwDg8EehZKkt63HHBtFxZpOvU6JInTNUJbyK1uKEFliZH1xShOWKnVw1cxFIpmshqYDMS1lsP/z81goex86WzNcy1aOw+GoRhSlbEW0CqOjZX+TPOlcS0hMkhRmZu2TSnSyvs5+TsN6ByhIQijigTdeJqj0IChmqo5d9qWXOnA5JqWqa3Ei1glKvL7ANTT9Rd/i1T7wgQ/g/PPPx9jYGJpUVS6BgwcP4vrrr8fJJ5+M0dFR7NixA9/5zncOrQCcOlStVwCUG367jXrU6SIP6oFvfWGU/Fv/MkZCcn9JKMk5w8Pdi1FSvlABoufXk/1ldTMFWqtVjm5QcxNnb9kMLllYwDxQfGefjvmtn5K5ys4CH3gA2LUrrZAtW1xb43CsBI0Gvtf4EeC009L+MzmJc89NTctxDIw3OpicBOrtfUW/ZhTj00+n5qanny6bn/l7ZgZtIO/n/O4AqS+N+tsotA8HFpejmd1yKELzmNqEonY+FETI5ASkAlPNTopemhd7nXa7WN9uFSdgIW+HlX4c1egboZmfn8frX/96/Mqv/Mqyz/nQhz6Ej3zkI7jllltw7733Yu3atdi5cyfah9LgQo2eNiR7HHteq5WTGqDbQdeeBpRX4bae/EBvTYv65yjZYU6GtWsLB+BihiZEgjMwS2yMupnmpk5GYPRjyUxPUsOHnZ1Nr837PPRQKkAXFpzQOBwrRRzjjjuAZ7AB2LIFnYmT8OIXp8s1RRGA6WnU9jyVOgkrodm9O+13mmeq1Sr8aaanMQ/khKZEZlAQnFKGYaBbSAHVK+aiEJ8KDa605iXOu0LW/1x9U0VoCJ2oBi+E8o31o0yL8nGVsJxAsl4fdwrujb6NPO9973sBALfddtuyjj948CBuvvlmXHfddfjpn/5pAMAnP/lJbNq0CZ/5zGdw6aWXBs+bm5vDnCz/vm/fvvQH336SFCvHAssebK35dbmw/rSh64a2hXxseL2uvl1F2bUjq87XqJyt6ln9Z2D2QbfZpSQ0F0RuwqqVWbKboByO3oii3NWtgxqSpNDMlrKA88N+VzU6cpIj/Z7oyHcR13n4CMnKkHgKaWoqsRLBeyjCekW2L8fxgNVLkbgEvv/972Nqago7duzIt61fvx7nnXce7rnnnsrzbrzxRqxfvz7/bN26Nd2hHvHW64xqEes4lvXAqk4ZchKucgomQkuPhAiMLRJzznDxyZGRzBlYpz56EyvcKNQyLY5qXvixGhqgLPxq8gFQ9qGxRvK5uWImSYl82mn43uT5qQOxw+FINanUbAK56vW007JFZtFBPepgYiI1NZW0sWpapkZWt7daafLLTDuTZA7/QFkD2zH/c+gaR1ZIGcGnVntrQmJxlH/ZaHJafNTdp91GWCVOTZFGV9ilvVmYkHxUHGW1h5uc+otjhp5OTU0BADZt2lTavmnTpnxfCO985ztx9dVX5//37duXkpr5+SIe0LYCzXpJLNFSrElZ+1GoP+g6UEARyaSaXDVHcVV7Fo8+NBMTBT/okgiWKamOV6OaMsGmH525lUK25TcCv/OH4QPxfq1Wasd/5JF03+Qknmk8H9f+MvD/+5+npepyh+O5DpIRoLQq7dlnSx9PEoxHETCdMYM9e9KdGo5t80yRzExNobN7d9CkrJMaoNz/a9bXkEJoeLh79ckkzazOOZNGOqk4AMopZBR6OeUojUYdNXVQpsBUMsPVgkNkxsISIxaU8qvdBtasCb2pvuBwSYkTmt5YkYbm2muvxZo1a3p+HnzwwX6VNYiRkRGMj4+XPgDKKlmgvAotv5ehblxOA7LZL3X9NHutXlpOlR0qUxoN0c6EqHpI9cxpUaZNsbOyKl+ZZUNDOYGCQDFfTRxjz550Gaj9SX0lV3Y4BhdJkjIAzniyz+RklmNGVRyqneH2AwcK7YxOXkQra8kMUWV+KsFqPUIamyRBDZ1Kq3dI+WGTl1tlSklcV7kHVJXL1u9yzU/KwhwDgRURmmuuuQYPPPBAz8+pp556SAWZzMwSu3btKm3ftWtXvm9F6OVnUuWwYrCUL0yoP6mzrzVdLQfaX4eGUiITJDNJUgi3ZXRM9ZfpcvbtgZLGhuFXw8NFGJc+5OJiKoAzwdpoAKefnh1CdtZsphtf/OLlVYjDcTzj8cfzBSVL5ERH9FarvNBkCGo+120qC7LrVWllrP9Mqe+r0+9Sk70oQkeGDqudsSYom8qmh39xei0rz2xZQom9liPTbUGPgg3nWDc5PfPMM3jjG9+I8fFxNJtNXH755WhR3VaBdruNt771rTjxxBPRaDRwySWXdI3jjz76KC666CKMjY3hpJNOwm/8xm8gkYf58z//c/zYj/0YNm7ciPHxcWzfvh1/+7d/u+Lyr8jktHHjRmzsU1bYU045BZOTk7j77rtx9tlnA0jNR/fee++KIqVyWKFhV1+tYvtJAmT5aKo0LQQ1llyNm8dR00JCRNMSwxd5W7sWVBQV/jKNRppEr5TiXGduaoju1eIz/xmgbHICuk1OkdlW8qFhVj/N/KcPQD3znj0paZmexuZt83jzm+tpqDkzC2/Zgs9+ro52G3hds/r1ORwDgc99Lv3+4R8uVq9mH929Oz+sruZbqmf1v/Z1XQHbZAmfb7exH90+MqFAgLx/M6yS3yGyYD7W8q2WHN1uLfucqOl/u1g2gO4N1nfGLtWgx4Q0PJbMaCy5r7ad441vfCOefPJJ3HXXXVhYWMBb3vIWXHnllbj99tsrz3n729+Ov/7rv8anP/1prF+/HldddRVe97rX4R//8R8BAIuLi7joooswOTmJL3/5y3jyySfxpje9CcPDw/jgBz8IAPg//+f/4Md+7MfwwQ9+EM1mE7feeit+8id/Evfeey9e+tKXLrv8ffOhefTRR/HMM8/g0UcfxeLiIu6//34AwGmnnYZGowEAOP3003HjjTfiZ37mZ7BmzRr82q/9Gt7//vfjRS96EU455RS8+93vxubNm3HxxRevvADs9BxsSWpCCKhbejU8XedJg3hsP1INT9W1rOywC1BiT7tMalqtcnSRVUn3QBWhqQFBv5qSQzBJjMaX24RcFLBMmz41hQsvfH66PfNu/sGeOv7qr9JI09f9Ys/iOhzHP772tfS70eieIU1Pl/1T7CRLoYn0qJW1E5yZmZK5CfJNWEIDoJicsD9XqZ7lkwSs3yqGWFR7CVZFT/RSRzBrMMmXEpMQEetlD+O+VSQ0xzIeeOAB3Hnnnfja176Gc889FwDw0Y9+FK997Wtx0003YfPmzV3n7N27F3/8x3+M22+/HT/6oz8KALj11ltxxhln4Ctf+Qpe8YpX4O/+7u/w7W9/G5/73OewadMmnH322Xjf+96H3/zN38R73vMe1Ot13HzzzaXrfvCDH8Rf/uVf4q/+6q9WRGj69iavv/56vPSlL8UNN9yAVquFl770pXjpS1+Kr3/96/kxDz30EPbu3Zv/f8c73oG3ve1tuPLKK/Gyl70MrVYLd955J+IjtSrqIS5CZvt2SGVqZx1A2em3F3peL2ROUp8ZoHv/CrFs3xk1NVmvZsKsAZWnaw8V0878lpR0DscxigMHgCefLBaJJelQElM1SC9latLv0H5ZPDbk7M/foX5eIjVAb1IVKNZyi6uPaMVwZZDRMnwcg8JzOecdJRypPDT79u0rfTR1yaHinnvuQbPZzMkMAOzYsQO1Wg333ntv8Jz77rsPCwsLpejk008/Hc9//vPz6OR77rkHZ511VingZ+fOndi3bx++9a1vBa/b6XQwMzODDRs2rOgZ+vbmb7vttiVz0Bw8eLD0f82aNfit3/ot/NZv/daRK4gadhcXU0Gj7vWWxcdxkMSrX4ztkNYJXzWgqsnRsVsnQ5xsqBJkeDiQgyIUpskEd5rts0LaWPYayjUTykEDoCAztKdpOmOSEc5COT1rtTCG/aVyNRrAS1+aRUFs21Zon6II86edifo3/ymduTocxxOeeAL4wz8EfuIn0tBE9gtmSWefHBkpJgJcKsRO2ELaGV3xfm6uHPFEc1O2XpOamvhbzcdR9qln35XmplCZMv8Zm47CZg1WZbHNFBzKidd1ryo/HhW+IbO3kjFrZrJC/SgQnyNlcsrTk2S44YYb8J73vOfQL4w00vikk04qbYuiCBs2bKiMNJ6amkK9Xu9aDUCjk6empoLRy9wXwk033YRWq4X/+B//44qe4dilskcS7FFcTY3/rVNLBvKfqoana6Vp/2Hote1bSVLIipGR9Fxd6oAaZzU3RRG6wwH4P5QJ2B4rGZG78smgrHIOJdlLkAq8oFp6aCj1p2GSHBIa9VPK8tLg8cdLldJoAq98ZVr0+cnno956Ji1vo4HPfQ547elNJzSO4w+PPIJv338/zoxj4Iwz0txLdIIHin7BDg6U11WhwLDaEU4O6D+jvjN79uTZg5N2G210m5R1MUr2Z5KZOoBIZ1MkWLYMJoyTmgKrObBZJXhK1r3zc1ut9P/wcHlfLobVh2gpglVldmKdKssK+eVE0aqu5XSk8NhjjxURvUijfatw7bXX4rd/+7d7Xu+BBx44YmU7XNx+++1473vfi7/8y7/sIlhL4blBaIhei4iY/1YNaicCFlUmZ7uNZMhaW4Cw1rerjFaKhGYePbASG2NXN7dmJiuAs9W7S+U1pJGTVrrZbODsNAvzrvRzcjiOFYRm+K0WngJw5tQUcPLJgVFazluqo4e2af/W/p5pnqmJqTI3KUoyQCcqVURGtwmp6eUjaCd0IdjVFqrutSSWym5q7WC9iFKfcaQ0NKUUJUvgmmuuwZvf/Oaex5x66qmYnJzEU089Ze6X4JlnnqmMNJ6cnMT8/Dymp6dLWhqNTp6cnMRXv/rV0nmMgrLX/dSnPoVf/MVfxKc//emSGWu5GFxC024D9XqZqXO6oIMs9xt1K/tySENZJYNIVmxAFVBeF4oTM91GrW+wY7MgFiEyI7lnAOQ5aCysxqaK6CyZHl0rZXg4XXxKy20S8NXa+9FsjuV+wpguNEtbttSL98SZ6exs+iwnn9yrFA7H6uFzn0vb6Omnp4JicRGYnsYGoOwkr3Kl0Uj7Bjs/UGg4rSOuamKsXceam7N11UKh2KFlTSD/e/ZrXcPJTGISM2cJQUWAKqCUS1A5FAzjVtW12ulVPR4qQJXzjiWDQDEODHiU03Kjk7dv347p6Wncd999OOeccwAAn//859HpdHDeeecFzznnnHMwPDyMu+++G5dccgmA1Df20Ucfxfbt2/PrfuADH8BTTz2Va1zuuusujI+P48wzz8yv9b/+1//Cf/pP/wmf+tSncNFFF638QTHIhEZNSyQyQJEAjqDOk8IH6eGjo8UlgHJW8CRJ+5b1ldFOy0sD6bFqSorj1PSkJnRabni9JEHxdqxQswZr+tAwF8XCQm6KsoKOKueOXN5GNIXCO7uSSNiH54NwNU2un2UjzaanMRa3MRZFaQSXaHTOPXccmBL18dwc8J3vpPd2QuM4VnDzzWkb/8VfzFMUYGoKzwcKssJ2T3XkxASwcWNhilpYKH6riQVIv5m3hnmd2KdpanryydzcFMoKTNgJSeVyJhq6SQHIj8y+5pNazrNoBVtyTSZ0r6rA26iZnaKlgxpqVq6ovKHw1TWtuE/jxdXUFDI58Tjjy9lP2FV4DuX8fuGMM87AhRdeiCuuuAK33HILFhYWcNVVV+HSSy/NI5yeeOIJXHDBBfjkJz+Jl7/85Vi/fj0uv/xyXH311diwYQPGx8fxtre9Ddu3b8crXvEKAMCP//iP48wzz8Qv/MIv4EMf+hCmpqZw3XXX4a1vfWtuKrv99ttx2WWX4fd+7/dw3nnn5b41o6OjWL9+/bKfYXAJDf1IVFhwhkNtAhBc/qBKExxKmMfj9Vt/LyyEyYwWjWN/1z3tRktsQh1VMgQvlUBvOfOS/DxNqtNrZV4KQE2+owb0kPNyJojG433dGpqnn14yHN3hWE18b2EB9YUFbHn88bRt7tkDTE+jSZWDagXoLN9shjU0GqCgGhn2E/Y1khpOYLLlDxJxBLZkpgqh5U1yWCFmFva1BMbyg9BldA5kRVpVlHiXTV4PoJaGdaIImd+XMssfYvTrIOJP/uRPcNVVV+GCCy5ArVbDJZdcgo985CP5/oWFBTz00EPYv39/vu3DH/5wfuzc3Bx27tyJP/iDP8j3Dw0N4Y477sCv/MqvYPv27Vi7di0uu+yyUvDPxz/+cSRJgre+9a1461vfmm+/7LLLlr3ANTDIhEYR6nWcMugK0gaqedFtQLfmU/fpuYfyv2QSPhw6n6HKhk4tTMj0FBR2vaYHSVJ4RVPqsX7VQ1Ar1dqybRZV9RFitkoSnUceAc46y0O9HasD8VeJkDrUlgbIoaGUsKizXdWAbG0v3KbXDJlJdDVH6YtLLmdg9lVmCO6FvN8Wm5YrmhYXq2+jj6riox6he6bIoI7Qir+hC1vhHdLOHAH5uhIcDZPTSrBhw4aeSfS2bdvWFZ0cxzE+9rGP4WMf+1jleS94wQvw2c9+tnL/F7/4xRWXNYTBJTRWMHBQHR7ubtgUQpmwqEURoqhWyhsHFEQ+tI3btcHaDJn8WJlnI57yQAjrYKvocrhBOcf44mJXwryQPd2ambittPoS2ZtdZZtEo9kstquwpg8Mwxm0UqyPAes/m+3mPgI87rHHUmG2Zw/w4IPY8xd/gYn3vx/I7LQOxxGF1YzSVP3EEzgJWf9QU/YJJ6RpCBiyrU5y1NJoaHSVmlfvRxLDDNwM0WbfyO7da4kDa0q2mYMBFJGLodwSLHOjgQ5qXcnJQ8Xn5YBCVDAXHh8vxN/UHBNFtbTcSmpCanOts5C8D/nOHEUc64TmeMdzj9CMjBQshAMqHVfVYRj1fEkDHqp2YG4D0u263AFDs/UYIKyRUcdg9atJ128yMzU1+1gBqMeIU3AvezqheWcoAOswAo+EJbSWDFCWRkpeqCIPVUK7XcxqebwKbvUVeuKJdNvDDwN///f4cwBXPvSQExpHf6AkmyQ9W00+3rgxbbdAt69MiMyoqUlN4EtpaPifi77u2VP0j9lZdGQ2ZSctdvJi0zTkoOAicbGQZ6EFzBbPYnS0vI/rcOpj0g2GIlet0qzWsdiQGZ6sssZGevIi1kwtGracbVFwOwYGg0toiJBpg4OyamtMz6yaDDCogceEFCcLC8VxVru87IhNe+Fe1Dx0IaOS7hm6GdgXTK4Xgtav1iXZX9WUhELHqrGUkCkrpOSbmUHSbmMfEI4CAVIJql7WDkcISlqWgo60dHzX6wDh5Quokg3du+oe/K3+M+xHAX+P5WQEXjaqhFK2PcQfel2KBCikTK4Sv6Hjg2VbqgAql9RM18sG1me4hqa/GFyJr0JFe+DcXDGFCO3PBs9aI0Ich1eU5WmaE0svRcWEkhuiaqFYNUXVow7QahdZdLVDqoYkZKNX8w7KKucI1cJOM4jWsutEqhHSWY11fNQZkToyEur/ojNRS0iiqJz9lNdLkmKGOjuLDoDNQGqGuv/+dIDRRH5f+ALw27+dqv8djiqcfjqeiU7ChunvlbNtWxWsttE4TqOTCO38/FZNzchIISg0qsDeIxSFQ3MTNTT0KzP9SxeiDBGaXppZAOU12jRluSYBlENJVEKwimNu43l2/sFbVVVPCaHJi8ofnfgsRy6ZhIGrASc0/cXgEhogbJeOoiJVpbrfa9RQhnocI2qUvEny3RrlaGWaykHdZidy2p9KEVQM11Qhq7pedkwKT2o6lDlRnbqwkAsumpFCmYGV0EQsJMNLKfCodlJjeJKk5eSMlSTMmqCSJPWp4bkMQ127tjiW74Y+A0o2s9BYrlB8KgA8+GCaE2TLlnT/Aw9g/4MP4rMAfnZqygmNoye+1zoJn/408Pa3n4r69FNpm9MZiSU0Q0Op3DjllLKPhu2H9JlZu7ZYod6GNjJVhI5wOhCzv7Ra6Uque/YUC9MajZL60FhC0yvXVMRnUiJDAmYd+1AeTG18gFXS2t9WSaXKWZ3k9SQ0ejNVFVkyox9qepXM0MTGGzoGBoP7NqumCiowQipM86lFqaZG+VCSlLmD1V5qwtzQBI7f6hzM3zV0wkm1qhIYWBWPKYxGMlnh1gnsz4/TxFoKmpKq6kyX2FXCyPTt1oykv6n+J6lRyWbWq2oC6ExPo/bYY+kxe/YA3/0uHgfwTQA/q7mGHI4AHn8c+Od/TpvO5maj0CT2GuSiqDBnVk23SVqqMvDyd5WWEygGbR2cea+sD+mkpCpFg41ktP5y+eBuZYjOsgKwj23lXC9Y0Wstc6Vr9LqgzfxuC6XrX1l/GfVcXkXz07Gch2YQMLiERqEzLf7WcG2yeDuwZojisaB1R6H9Rcd8eyzPV41Ml9xQtc5ydJSWJfGTRTpVhWfXzO8SobFTKp3FhWDt1AyxjKKUzISWaSBJCQl2DfUmIcrU7kwK2AFQm50trpNtnwBSB84nnyyEtXpca3kdg43JyTSj7yOPFGYbAIgiRAkQzNllJz3Wp4sdNzQpsv/Z/myEkxUQVhtUlewFKAbjQBbwqhQMof5e6uOhiVGPDMFarKrEvarYso+sGmoeq9bsKEJwglnqt8oO7H59X5I1/Wg7AdvJ8KGc76jG4BOaUEdQVYseR60A1c7U0iQJGo103QweYjUwQFmW2XGfjVhlBDXPOkHqKruamzQzpr2xtYFn5qIagHqWfGspdXS+GCULyQikhYUiioOkgFLHamtoftI0yVxAkxWoM071r2m1CrOWalg4U33sMcxnz9BAmh014mqtmYAfA3AmkPrWJElqdmo2gRNPTJ+l2Sw0Oi4dBh77t52J634duOqqU3Hq6ftTsyUAxDEae9JURgDKbVnNFaOjRYZephHQwV+XTKEdRR1DOHKrXw3PozDhuUDR52dni8zfKo80/URG7tm3gQBpQZEVXH3pIqAgRtZ5RVXG2fN0onoXp9OqChEZHm95HKuHt6BonptLtzUamabampM0E7re2JqceJyanAgWyPoiOgYCg/smdeZjHf3sh71KNQN6LJCZnsaCHTd066ocNAoN2a60G6vWA+hOKqXTHkto6JkMoJaRm1ASrnwGZ2dmeh36AvA+obBIoEwWKYjpVwMUeTTU2ZczqKef7taa8ffsLPZLmWOkgry9sIB4926g2UQn234qkIZ3R1HqX8MU8xs3FuYCX9H7OYEHHwR+//eB884Dmj82hg30q4pjxK00dQyAcj+irwrbH5OvzM0Vx4QIjZIddQzhb7a9KCrS+xMhDaVN+KJqjew7QUFoQprWqu1BDQ2vSz8aeVYrhrTYVYTGKrS0yvSW+vgUb/XI7CDjYUFCmdJVS8xJkEaK8fnU3LTKcA1NfzG4hCZJwnGBVWYcG2a8HOaCbkVPaLtVt1rlRonIHG6LpdDjJwtRrGXqaes7Q+R+MyQ1qlKyy4Pbh+p6CPM8Wp862wIKYmSdHQ2h6WRaJkWuccrs5HyuOrf1qsuq8lLackb9+OPV13AcXUxPF+09ZD5B98oBucSLopxjAOiWE2oi5fYqE5Ciql+Y/pMkkrwyJAjsStdHQIsQ0t6UHGQt5J6hR+5VDau+moAyIlsAy8SOoiOKE5r+YrAJjYbsAYVgUD8ZsngduNlqqInIjo2aY/l4NzRUTBjsbfVWvEyVhoYzllzFGiIACvqmhMCLnXBC+bmzyKRa9j9XPWedvuQcqKEHIfW5am2iqDDhqA7aEkMlF3T6nZnJVynmO5jP8szkdYmymayNgoxFKBbkA4Cx3bvzfQ2gnADDTgW5jZEm+sK2bAEmJvAv36zhHz4H/OcXT7kUORaRJGmE2/Oel2reJiaK6EWuYj05CTwGvPrV6abRUZQ0hxMT9Zy35knrnn22MHly4GNWXpUnqt0ldDKhtpWQuYnH80MtJv+PjqaakpGR9FxNTlmRmqFXNvAIZe1MBHSriIFCu6HPlyXVY7WrSalK/mngol4qNB/SuSTP66AWzpUVmmyq+YmaGTJYjXCyxO1wPXQPAe4U3F8MLqFhRI1V2fJbCU0UFR0BKK8PJASolswjiuolLbPCWoKU0FRppqMIqCXz3aYuhS7tTTJx4EB35zZqbczOptsZeq1Tg8xhOL++FlS1M1p4DUmlr4zeLzSjTZKysG63UxKThV9jehoJUnLSQiGQI6QEhqQmQllYxwD2Z795DAV1nD1f14vQqIiQc3OjgV0HT8J3vwL8j/8B3HJLG//53rg8mDiODSwsAHfcAZx7LvDiF6fveM+ewmdqYgL7m5ux+AhwwQWyDmQLeRsYjxKMNxJ0GuPAw1NFFl4lNEmS9iONvNO+agnN6Gh31FCA0CRtoJ79nk9qqGsYd6tVOLEzSWSFM762+6oFaCP55qfLPG0nISoz4xitPelfa9nRR7fK1uUolSh6Q8Sobg9Wm5T1RKYs53sjmdF3ZQkN5aJPWAYGg0totJGq+nEpLYhVXVaYqCir7EzEYlkWml6q7JXqbkk8qNtk3hiblA/ozvhX9T80tbKfqiRVVea9rCy6Bg0/nG1SA2PTuUfyX3Nw5MJ63briPr2kqt0XRZidTce1Rx4BgO8dEVW/YwWwk49e2L278MlSB9rs/HY7bZYnnyx8QNtjNgjWSCY4s1dVgQ6itqMH2k/+bcO1rck2Q0f1EHq8Tc7Cb4kiDGljlkyiZ9EjNFvLaLUtRKhr28svFxWitnyjUAIce3OrmQlFN2nW4FXs40kC1HqlaV/G+Y5qDK60np3t7k02Bwq/dTAOkRshHPU4XbiSu6lRtlHGdqy3nIDfad6ZBF1mGb2vhkLbUEWFdsxGIx3YaVJTW5lek1CTU5UU0ofSRFwUFlSFW+HNSrGOxJlfjyUmQCqA581/ghodoisHB5+XPlR8SZosrNns1m41m2g9mI6NqdXuVOC0+cKBuMp8xkU4PZHf4SFJgD/7M+C00wpH7pBmIknSd7JuXdG2tL9n5KYxkb7Hycn0ddcjMevS1Mn2qlFMGk0DdIf2VNlRqL2kdoX/+QHQier5bePmWN6c6pqYjxOS0D2BXAXSa5mDLod/lM1OpdBs7dNVJA3dylfdrdY3zfsZgs4zlDNSyzMyktVJ6CBeQOu/F2yUk8rB2dnqNBR9ghOa/mJwCc2uXcUgbTPosuNShayNWnNOKKHh4JWkyfYQRWg06oiicoQxUJZB1lxeUxEUuHYXqeFxeg4QNqdp506SwnRGwUWByevrwlRAEaatfjR67ZCamrZ+rT+gfB8KYz4j7xEgNPPyW+kPzU4w26jNoWYnhwpnRmjxkw0wnB3nr2BPWsS5udSV5jWvifHtx2PE8Xh6agPY0JTEh3v2FCG2jz9e+BM5Dg0LC3jmv/5XbHjZy4AdOwrzEWcF9B1rtdLwa+6jGZOrvmdpAurtfdi2LX13zSaK9sfjNYXA7t3peQsL+eKPSJJypFGoj6kPShynZSahmZzMfXo6jXHUkvmc/y4uFlZXABjfGJdN3UA5MSUhphVqL23STKCszYyQmm/0u8u3h89R4YzMataoaYWdC9ooT62y0DdQ1nYPDwNjTZkIqUwuL8sd1HyVFtPNggpq1Npo2PZRjHhyHHkMrvRttYB6vXuWx16pjmTK9KtWlFbykXWgWiPV1jBVBcFLWW1ungWYB+k17eyf++yy3bY8VVoaCitGE9nkD7qCNqE+M9Zco0KbBEaThvF5RkfDs0t9hoAAUQ0NBXUbgVBTdAtxNTnldFFVzNYPKI6xv10r2fzVTSJJ0gHw7LPT6G+e3mwCQA1xPIa4OZY6WeuA6jg8LC7i2wBeef/9hV+Mag7IBLgMhq543WrxBRV9e3oa9SYwOTmeamemzQRCE+2xAfB3leMv0G124oeaGJZXHJTb7XT1aCrz7CXmk1qqpdF7VkUfZRF9vRahtBGMqqHpWmGb5dXlGQQhkWTnUiENjYUer1qc0DxuYUEcg60ctHKPNzbO0pyc5su98KY0LQKpLDp4sLIejzRcQ9NfDC6hIRsPMXCbMhsoTBO9YDtRkiCK6vlfO/6HfpeuFerJIb2uqpqXKpfdZvOJs6CWhQHhJFtLJsoxsJJav+29MlQl+7OwOXSsOp2fYFZWea5OVEe71Z2Py+b8sx9aIvhIda0jHcgI+y7t++PI0Gqls/lB0O7EMfaffT7Gpn9QaLBCxBso18/CAjAzk0aohRw1Q+er5o3vQjWy2X1LpqbQO+GnCqF76yhOMjAyEtRmziepD0oHtcool9TEYjYcQuxzLfBtswSvFKFmGVIaK2wiUXuuviKtSnbT4WGjze5VmF7bUdYA1zgmqPlqFfudE5r+YgAkaAVarcLnRLG4mA7kHPQ4yw4NRir89DggF9S1OEajMZYrQlTGVWYAtjGQqhqwQp7fmuQrRMi03KqlsfYvS05YcJMZtHSOzjjpm8L9Ch6vZErvR8mlM0OZUenVrHNjyKzEnDN1AGNIo5ui4eF05n7iiUVoS6OROlNks2Uu5s1JulofuC6m7qe7TatVjKELC8Cm0Uxts2VLes+JiXLEiDKl6enyOlfUCOzZk6qB/r//r9vkcDxichInngj83u9txn/4D5uxubGvvNAqULZfkClOTwPf/S5OA4CtW4v9OsloNlNTMk09W7YUIdpAkRCOM3Vqztge1W9GfZ/sGmO2b9nJANt4FBVaoTguEjeybU9M4JnpWklpwCLYbtluZyYW7mi303KprAByU1FN7NyaU4paSpIYmpi61mnjp4psGsFlRaOKIC2eKpZCClq+OiBPkVW6lQaF5e2DTGep1bGpgZboJtX6sq4ieSFLabocxxcGltC0AcQLC6iHfDrYORqNbukCdM+oldDwWtKTawDWrRsrOcyrHK5HnSKaQXWsqv5mKDZ7uU7l7MrVatcPqcStOpy/NcSaz6DmOCUuPEcJDs1WvWZJHKxCanm9j0Qe6ArgdvJic2xE8p8amRgpoamtW5cSizguEZjcXtRsYn+7lqcb4SLGjz1WHju4sDFJjD4WOUuSAJtOiAvSNDFRNjkkScGKdNDmwDk9XZCZf/gH4NJLw3V6vGFiAu32Vbjppt9HHAM7d45j4+Q4anueKvuskeS1WoUZ6ZFH0DjrrIJBkvxac6YSGiWQ1M6w/u0kQVVwMzPFS1ffMqB6smD7f5IUfjujo0UbyPrMvlYNU1PlbjYzU15kXsVSKffKzEzaZmyyF9FAVUUz2SUO+OnqX1Z9wv+aRyd7Zm5icTQHlxVDIW11lbjia+O1KG7qUQdotcuTIxv5pfVSIZNssIGdNNFvb7XgeWj6i4ElNEQ+0w+F7i3VshjybKchoV4ZlRLzAqjoY1X3TJJwBFNIa7Pc8ltCY7eHJI9usxodnX5VYakIqcPUmVYtslnKdKwmJ27P7s/q1LVIdVwDuk1ORNcYp/US0n4F1XNyMR1cew2gRxqH8g4sQQ3tB7IRek/OVVi3Y6oNDbVLvhDrWG1/q/OF+nNxG9tnSLtqwWNCZodedRQqX+C5rLKH7U5voQGIywbbeMAkpZnAgfAEod8LNFa9PguKUVsH+TlLtdMjZH9ZTQ1NkgBr1hze+Y5qDCyhSSANNWSLtqtrq5nADsrqTBsKbUR50kbwcGpxujQz1nnDjqLq2R/KpRMiCL0GRTuQ6OxWnWZVk5M/hDnfRo5pXdlnrdIkZQgRFBXKVdlPVa2OjRvTcq5dmydWw8REano64YRce3Jgd2GJYH4/Ji7mrJNmgSRJlSiqtNJq6HLkDL38JClC6HUtIJoM4jg1sezeXW5769Z1r3hs/UVYz5Zc629d/JMmL0uc2c5M4sX8/tTMqSMlQ6Z57ywi6f8+Ugfw77FlS3rpJ59Mv7dtG0dNtSusF0UUFYQm06iVysjpPMvDfEO27u0yzqqh0edVdYOFlpVl03LyP31nGKbNxtJoYGGmuF0UldsVL6PcIk+wyXdG4hIaxYaGEC0s5BmzgW4SwxKrBjTvV5b4Ad1y0vRXO59bzvykal6mlw9Gji/nwpSjVmbKc4QCCjrmt3OEwcHAEhr1uairEduqlpXQqE+H2o+iqPgfmmUidWCL41pp7I5jWdJAbeHWA5W/1VdGhTAHE/XOJ3Rg028dANV3QT+a+p+DC0kBw7FV5c9rHDiQ5ZFHUUaCM2YdhHh/mhoki6clLRHKgrlq9sTjIgD14eHUqZb32Lo1/b9pU5pVbXISmJjAvlYtXziZgTK7dhUDDV+DBr9MTXWPaay+Z58FNm4cKwZqPneSoBPVUdO21mwWbWdkpIiKiqI078oTT5Qj0RjyS4hfRj5w8n68j7ZnkhklW2RsCwvlEGiyOb0uyc+6dYXpju+ZPklyfGfbqXj4YeArXwGAn8Vpp6W32rUrNe3FMbB5stnbvBPHhXN0o5GSUT7L4mJaJiEMeZ2qeo0sQd8Hy836MCbj/MVbkq91aUk9SQxzG7E82YRgPhormTHprqOiqCsqWyc6un6ati+ay4eHEbXbXYTGkn6gLAu7Eu9ZMkgyYLSamocO6K7CpTQx6qpneT+/S1xdyxWQtyU5ap+BkarZci8RunNdaboH19AMDgaa0JRA85HCOtcqy6cgUT8aHTgU2blRVC/NXnIyo+fYKYsmdwjNnKv+LxcqFK3U0X3qJ6OzzSjq9ptRWzbLE6rfKvK1BCyhCWU/Lc1GrZ8PtUwkZXGMTlQvrRYRimzif13GR5VnltDwddWrnstquUhYRkfL3pDNZvdaPiyoNalwMOc922104rGsLjrFccqsbRtSYkOnDvq3EBx5NX+RElNDjqen01Q8jz8OnHDCSblyRVO/cIXpDmop2bNt0tYXtVQsux63dm36YV+t0JwCKPoWR1UeZycPCjtI6naSJkY1WZ+TKOpSHAwNhd11gve0ExCLgB+NkpVQWoPg5GCpKKpl9tel0Etk2X0FoelxgpWhlswohodRW1jIl0ixgQb6vRpwQtNfDDShKYXrhQ6yyfMoTNSMQOEV0rGa37UoyrU0pVlGVUg2BxWbyE+h51QdA3RrUXRg4Pk6IttvJQQafmpXMlbHQX5r9E6vHD5AWd3fQ6AuFWZa0uyQENpILZp64jj3lbHWPRtwZqGviQq6drvw/Sw5L8rsPzcxqo1BTSGjo4Xzq9USDg2VI3a0ntg+SQyyGTSQhf3qiBma2XI7Qc2fZW08ju9J61iJtVyffGvTpu78bFqhNa1IXofPq2Vot1PSQo0Ij9MVokOLtbKcrFttkyQ22ma1rwMFCwvtVwITyrYbpWkBtHq06xLWv7Vk5Q4RiR7kwppVeh2XI1DuvGD6bYpgszpotVWJxpBFU6+pn6EhmQiGOiVlk0I7M9sqfxvY1A8dAKuXhcYJTb8xsITmIApGHkE6M3sVGzt9GUItharqUGSPdjbZl/t0tGW/hqyqeoCjLAcV7YDq46P3s/etmuJwdOEgYaO57EDH2eXISOG7QIE3MlKWSNZkEHJm1nSiOuPkwn9G/27zZkTonjnZJHucdc4vLKDOkBESmczMhIkJdJobMD1VBBYxiljXG2Rx+TgEzVPkFs8+C6xfn+5rNFAOBU6S7nfN50+Sst9Cswls25aWcXq6kOYkOief3E1Sef3sOakdamfPUI9QNquwLnTUoanQqqmmp4sstyQDPGd2tpsUqLam0QCS9GtiAnjpSwv3FiCQQNneN4rScq1fX9inRkYKQkM/FaCIm6dZdG6uuLjGAwPFu5iZKYgP61NJkH1fVdoy1iuQlodl4PvJ+hzbFVBWMB040O0vwluOjqLcL0OM0BBRm78pJMxDTvR529CP3sNmCEeZw2kRre+gnavpHIx9KCSG+BkeRvdEQPvA6Gi5vLy45mBQEpsl1rN1ouYnD9seHAwsoem5vg9QzutCUNCys3CmbBcws73XChzdrgOH7tNOq/v1HqGPRdVsTgWV+gLoOUpqVLipkOYgqwKedcUkVSq91AfJaqZYlmxfVQ4ICmfr7Gj354QGmZ8UQ7Y5smb+Jppj5tlnu01MzWa38ouPq8Sn2SzSlgBAHeLEaTUt+j5DBJRmo3Y7bWNMHzsyUqT8p6BWiKBPy1grNwser4TW+lEB6X2oadERmOC7pz8CNT/W7JptW3g2PaXZTF2CtFlyUp0kQF3bPj/sZ+vWFfXAZ11cLNcVzYj0XdHyav9TG8/cXFljo+yCx2u5SBqt6oGNghoiLYNoZ5iAkYdS1LAYSmjsaymP7IFnI7LJDwlLhOrBWftZF6HpYhMob4uiUvON44L8W2WttkPt+paXKEiUSvlorF+UHkxNnvYlyp92G5idRScjMSGNldYP62s1Cc3i4uFpaDxsuzcGltBUgoMwUF7mIEQYeu0P9VRLdHrtO1TdoRIl/R9CiLjof/XPqLQRVFzHXi9kPrL3Ve1NYOYELC1ceqrVA2nbKZD5Uc4FdAfEaNGtoA7mM6x6r5bUWlKjU/TR0UIDpjNQPddGN5UfsXtziAzTbkZNmV0TZylYzUGPw7RMtMyUbmFfShXUP0VZgj3GPjvrTjPCKujzFfKjq+qfS/VZecBD7d7LgpCZ5WA55qgcFe0gZNmr6vahLlHVvEJdNr+4yrnQDRR2yZoMNqJJtx0NHG676Gu7GgAMPKEp+dFwNqjhp/rNKBwdtJMkVVlzdqDajqoBjAhpYw6lRVr1a4hYhfS4VrvCb263UTTqsGrDhVVDYwdbIK0bDevQxe/U83aJdZx6aW2sqYm/EyB9RzbRmlQflRA0O7GYmquN1cnia4AXcx6qxiY/wZqcgMKUorN8W4+sd2pjuJ3aJdUWUkvB62Svptbej/E4O6YlJj4+FNXwjGSipoKLMLIMLBs1JKqJoE8KNSOGXM2jXrLmaPQyo69HR8U3Ql/E7t2980MxyqrKL4hLM1vNkXp2k8CpL1BIK9VuF2mit2wptonfEoDCr4jvXvZZfqgxBap4sq5OcQwgicqaE5vQSmWLDN69EuzpsiB11mco/N9eX/bZKldYFy9VlmgztBH6quyLoqJZlW5ofaoWF8tJRXlD0egksnYT5Dsx/+1vx2Bg4AkNYNbxmJ2tXmiEqmaSGo5kQOHrwg4ElMmKEgbtjHqMZgLm+Zw125WvgbLQrNLIqPBXIUXT0chIkRFZCc26deVBktdULYGOUCqplTQoWRoeTgcEoBzWzdm1qkaMD0AClFTmSlxgtgXz1PAd0MwiCdi4btPMTPp58snCWhDHqRmKj0fOpYuOJ0nB1cgR8szzqh7Xd8SBWkOxLZHRkUKlO51OlCBxRBCSky642OpWLWlZ+ODMdKfvbc+eYrSxvlYkEbwOo47sQBhFOWHk62WzWru2HM1c6gskNbt2peRNweM0p5CNYuIxmitf88xMT5d9wNh/GeVFMmf7KJMTnXhi+Zr6blUbQFO2ITT6m6dzCSG+IrVQ1tApQv17EQ3KLDGrLIfQcImQPDoslFwvNClC0TyV//Wal2miStsm9FZUvqkVCUB3TLjNpWT7mhIahCdGVdqZ1SY1rqHpL54ThAYwpEazBlPIaaItoPjuFVmkx9nZWkiTwmuFyMtKoAQkpM+1AlBnexxcqXHiNnu8ajlCM7eQwLXlsPrkQB2uRKCE8mzkGhqdjev9ZKDhOGR9GUII7bNjWmmHbQeaRM9e2Gq7zMKWjJKpC9HpZIug1mJ0Q0dGWx51PNeHsCkAQm1WtwPdC++YetFTyKdLzSWRsnFwYiz9Ui+i1wux9ixrftDcSFo/of8cHHv1Tx6reaMEvaLB9XR9xCWxrIPKsFrNLr8ce11rdg7cc7nFYPVUgQpARVekly1jqEJ1m7lhL/JytLQzTmj6i4ElNNYpWBMqASmxqXF2pU6PSkw4UGjoapUPQYjYWHJEqBBUr8EQAeLvqpZsO36VxKH0oNam2Syyveq9VWOgA65qeJTw2PsZ7YidweZmjKGhtP4z2EyeIbVxKGIj4jab3ENsICG+oY+t5hIWkZN+XprVQI3D0FBqaqlr3VCK68XofLp2bbl+tZ4bDezHWH7agd0M3qkhjsfSqp7mkkH1tDzITDiWiFD7ceBAehF+UyNitRFJEjTT5SZDVsDatWUNDR2XM4dgVVLxUOVpNXSKg6ji0mgkOpdrvaxdW8zQrcM+n2E50EkJX7bVqqmTuzoLq9duqA8qmYoiJFIkncPo/Ej9k9UUE8xbRWhZswYaZRqJ9FyUIgO1b+R9hOcqk1BZpaZ4fSbhe1ZE2VygqkDhs9smaudCdt7DdAQlObPUBDNgaqoiLVXyxXH8Y2AJTYI0+kWTStmHjQDUZ2eLDRwMqBNWgjA7WyYAQPk3B2cbUaTHUmjb85UkcQC0y9kCxeCjsL4Feqxu575GIx0oNm4sx9PqYGGvy8RvFO4UgDxGhS2JoApNzTJL4/m6dblAjrIP35fWXJU/Dd9rHUJotN4ZhizVoWM5Ba0GKfE4kpfJyWLQIZHhAs/r1qUWm80TE+WBj+RBJfniYpFPRbQu/L0vGcMjj5THVn3t1v+ASYQbjUzw60OpHwiJDQk7SY0SC02gqO93dLQwTZDAKMndtg2deCxfW5J8/8CBtG7ozlR6Abzn1FS5PU1Pl81yzExM3yISL74YVpLmkuE9QskneW/1m5meLkLeTjihSOULFLYhjXiy8clAOZlklEY4aZ4jm6iZ0EvrI3Uxb2UKvChJ17p1KVmRPqQ5tyyhifhc1gveOrvw3ZONoqhuHqKrsdg5l5qbuC2kpCRf1jaigadRVEdd20/IMYcXy/ZZMqOtQE3VjIzMqwGrh8ONUvIop94YaEKjDTtCuOFGCwuoWYdBq2Vh76WGJooKya0zh2UXTnq56l4pLai1sWSmq/ABchXS0KhzYRQVAksN29ZkIStud+IsvT/QTfQsrK9DKM+F+JUwi6cKG6JKM0PkQtsuRgkUpgwBX6VG7PKRFKogAAobP/13yQPb7cDzhUioJbHmvbVaZUdllokDhnUxKY01ltBwJNWcHCwHHZV1cNcRNdQu9cGFHM9HY2hNF92FzZXpgJrNwnUlNTcJm5yeLoiWvoC1a8vO5Jp4sN0u/rOsvLgl+YQSDr0O62B2NtUUrVtXVDjQfY6diHCfeaeWvFjNBrt1KGNE1wn2PsomgKL/ZBfR/kEiUyIzNmFeqJDmeYBUW6I80fK5UFPXjNyhKlOtTEiUUPTW46h8Yq+CGJ+8tOwFbIZgJX+rnSn44GFk8nNC0xsDS2iIKrViaYDUqUYoe7AKEiD9b4Vcr3BWHhciKoTqXauWZFgOqakiNoFkWaXfdlC21wmZokLlsbBSu8c51hE45C9j/+faGfXviOOSxLQTOhuZoeNYaDapCYiZU6VrDLX1UTXI6vGBgVBnvspP9DUo767r+6DWgnp/O6Plu9Dt1qOX19IEITYqJoq6Ls1Ht+4seRNLUB7xliOZlYRoZJF9STRr6k3pp6ZhRr3aq5ZHk29aPxltYyZtrtZFqG56hTh3UCsmDXqw7YfUZEmW4lrgwisO1Q7JhKpJS8WukFtW6BjCcird1vOmoRMFy1kLzs1Ng4mBJTQJCs3MPFCyI9sFEQGU/WR0JWQ7kuj/KuEKVM/KGS5gO6J2VtVVKyHQUVmvqx86QDLMVpOQceYbEmBxjPmkVro8b5m0gSgaQ70ZF8+sGhuFmn4OHEjrUutJnbIzP5qQvZ8mwgTVfgF1IJ21b9xYrLbNmX2WXK/TGMfMTLcLEINdWq0iUpkBaHwEjhvU1jSbqXVi/fq0Sg8cMO+ZN2Cd2+m5vmPxneHrptVDLUVKaPhRDc3oaA3japrZtStd6JImJ7WBsG2raYkhzGpb4wNGUeEMwzrNnmHqkWKdUW3C1tEzjtPQ8lLyQUYYrVuX3oemHku6FxZS1RVNS6Oj5Vj6kHqAL02J0+Ji2X9IoctwsF6azWLyQXWBlkvbGf/HMWZmyu5LGhWk7Y88yBa/rgdWTXyAopFmlV+fnu7yC1ENTQ77cqTsOVs3Duosmz4+f+t+9iP6U1v+pfNCFaN8DDYNtTwGoZGmqlUbGiqRuChQH0AxLmjNLmNadsTgGpr+YmAJzUGE7ahAmdx0gNTkxI+mwdSRhJ0o5EAJlKf9K0kyZ6ezlA6E9W3hYKiShf8Zcs19FO4cBYHgbBtxjH2tWimqXMeWoqg1xHEdSRsYC/kU8PrUXi0uFoMVL0ayKKHz0cJC/k7qKASONUVFsq0OIBoeTgeVycliwKW9IxucW610cNEJLzmlmnpCk24+DpeEYgRxs5k6cEZRragDJbhcvoADt75n1lccYz4aw8yzRZXMzqYRw3v3ll0m2Aw1Opnb5uaA8Ylm0Wb27El9VDiA795djtzZvbt4yZOTRRqDAweAM84IDtTcNo96PuZzCQnr2Kp1lw9MllRxeYN168rJHe1FFhfTG5EAc7Vt9d1iW9aFJ1kAtX1oGQg2Co6yrBcu/aEjNN+t1gl96rL/c3sKMqM+Miwqi8d6sRbuOtsH31eoTlix4rRdi2PU2u0uU0pXZBPQHcmkhIbpGkS+sLpIUpSQKQ4c6E7to+JIlSp8bRS1Gn+xuCgZH0Iy0qozhdQooQlpqNQFQaXWanIEJzT9xcASmip/jJCvRg5VL1tVteqNVb0d0tL0wnL1sPa3ouqeOrVRwWWiFqouaSeFmoOtskiWqK3kOQx6mZiC7yu0wB4dHzNhrTPDUDEsH7EOuPbSemIU1YG2SGo9SU+ueF8slwopXTFCV5PQADx9J0ki96OmQcujgzVHEA7capLpcujoroRE+IAdV2zzYhm7HIMVy8g6HAyNlln5kmBBltkGAZQnJ8rsCeuTFrjlITT/aug9NCqSv7Nvmp5KfYXvuVdd2UmVFjxLF7Aci3pojtfrnKpo+q4DVyA/QibrY8ns5ISmvxhYQmNn+XzQ0AKHOcQuHeyNnEbQDsGZo44+FqG07EBxPAWOHRkskeK3JpmyOmDO2jQznPqTaBiuaGk6qOVjnSgQutbv4+1GRoB4Y5YEjDv1ANad9ePgFIyDbDarTFAIFWph1GGP2hl+6gDG+L7UjMZZ/wknpGE2ExNoPV4UJUnKLiEavBJSoGmAiyU6SBLUk3bZ+dYKX53tqyo/05jN7C6UOLaq1I9G/XrZBGhlajQQFvhRlB6oC4G225jP6jxaWEBE1RA9eXkzvnjjOM5yzc0VSbOBNFhIrZpDQ0Uz1fyKiKJCo8b3p6xHNaEa+cT3zL4GFP+1vWsl8TnUAZpgwbmCpvrMsByMJqKt0WpBmTUw0wjOR2O5xSukiCXs3KJLzKhqkDaYoaFy6gTKHXUQZh1abYU6A2sOKj6P/VbNR6uFejNC1EhJDduqruHEw1VWkKz0MlHpJIO36+JVXOC314xEO7IJMlAwskk/lDGHyzcdxw4GltC0AcQokxYlNRFMo6fgULsDoeSCam+1rQPdZMaqOqyZioM6UAhQPVfZhZ6n4c9KfujoYcmMjsg6cAipoUCi/V/HDYLCbGgodVdJU5KMpWHDVkXO5+FAomRNzB8kndZHRqGpy0lmYmSERiNwgPT7xBOByUnMTz4fe6aK6mJ1MsBLyUoocIuvmSYmulXkr6ndLi/drXlV+E5Uhc/wbjHxPf104WJE9xY79qoFgq+PEel87SUipRFfSVIiXAmA/SgEeZPLiAOFbw0JgEbxZaRXfXzo+rKwkFqQgCJNDVA8Q7OJspqLq4xrODnZ4shIYbvgYE4GzYvPzBQsScPKFTIg50ss7NlTmNLUhkeCoqoyEm8gbeyScyfP40TfokYDneYGPLu7u8+wuetvzUDdNYAn8ofyiCuKM1u3Mlwijrs1y2wLmlBTn9eam3jPwPVrjQYajbGu1TyGh9M2ECqSJlXUZ1WTk4pTKx7zg6s+vCgrNItUq01Pd2UUVzOTJTRAOlasFhYXD09D03Ev5p4YWEKj4dohhzn9XjY49ahSg2pHW861VPionV6PUZOFzqBCOm0VyHYqaKVL9ruT1YJOhNSpj1AlywknKEepF0mwFKFoMSVukgiry+6P7uUNuI2kBuvWldfg4gCYkQjrMsHqtiYkLXqVMk2VWzln0UFT/Sz0OS2ZFObEQCSd2S4uBqPNSwOAjml5c6lSyQsbmgdKBLLGC2sscY+Bw5oFlMuzfPpK+DpKYEWSWFBDpPY8VoISFdXE6IsJZbUmNFLQNgYb0aXn2KzZqqXisTpax3H+Hm33ZVGrLDoVFqvi3sPD5dB0bYj2WKC7wu2zqOY5JBtUy2WYR016Y+gZrThbDqw41fPzJIO2A1uw3OKTVxMtFaGaYDseHAa/WDGSBKiteOAp4ISmNwaW0NApGOidNRJAuONbqF5UU32qgAlJLhXCocEilCW4Sk+rv1VS6gjXy8iqwiuK8hT7lO/qfhHKWWYHNX7GVNXBg9TPIDTYmLwRnKBaAqP7SWYiZt5VB2TOnrM66ZU3g1XH8UrHT5XtHEN0rZmhoUzYAuVIC1YazYghqc/6aDQwN1WWz1p1+lp1m27X7xL0QJomMtWSJfTzAOpkHszKq+ogecn1qIPR0Rrm5lITE29TWlQwg3KRdhvARKP4w0GZ96LJVUPMFLRd8AXaJZ+1ftXsq4sY2sqzKjl2AI2QUrJsHelNXVcpU0Mh7FrcrvmFvk87CbHbKpxagksdqJZGC6C/WS/a8WUC1ZHeGGp3yodCqOoOIcV2TtJDstLenHXBDttu52YnK/9VW+OZggcTA0to2Gi1+Yd8Z/KOT5s8YTUidlbH2Xmajz4VvGrTJtSfRL086YygHZQqBN4npAmiwLf71AFDpz42vCf7dKI6pqeLYvDx1Jcjr0t5fB2L+DjRxDjqjXbh+0DpFpqCDg/nJ6tmRo/qWqYCQmbiODUDMI0vB6CJifSZs7rnM7FKdaxmlai1isSF7iSMXl6/PtVI8bjRUakQhkbzPdBXhYO0zcKbzfb3J/U8w64qDajoYTnYxPjqeLmFhXTcKfm68gcJgBLuLPMt0xewjvcjXQIkomMpTVBaZqqSWi2MNxpIklquRGGUL907WH4NtGu1gGfiOjboAqeTk8gbn8aoLy6mxIq2LKp9WCaWJ0mKJbyVvPE8hmnb7Nasp+npcqJAambYPzior1tXrHzOerQ+J1FUMhNqd1NiFyIzouRJFxrlDr5suxq43hcoZ/4VJ+aIz6u+RXy2XqSGbZpyjJ1dDrViR7u4KtRssUOaKMtZSnxFJ2lWtmldJElhMuQzirO7kph5pOYlaivVnL1acA1NfzGwhMYy8pB/BoBuZzmguweGpspq4yeBsERGZ4VKZrT3hpyJK/XQKO5ty6YzagtuywTlfFLLV6BWOaHKIr0FSY9yPE5yWQ2b1jWKUOGlnkMye6rDL1AmoUpoYqThqblDy+RkGoLMezQaRZ4SlJ8ppPFg8ZrNQpEh8jvXPtgs8CWfFR3J6AlLdY86Iuk7i2PM7O42h+l/zb9IHmTNY5plAGvkYdULl4RmOM0om2T1yHpuZ/8jln9mphz6ro61WfnjeLzUnKgoU0UVL8cipCss1NPFNjMNVT4Q0W+GoM8IB2j1xmZDtKFhrBAlNeq/xXfAyp6ZKTv16kRkaCgtNImUpoZW7YhoOcmz1E9Xb6n1QXRp3kJ+MSyPSeCXsyV7jj1XNTS9gh1YtzbmWh2Rl4FeYouXJJYSVUEiY9XGvKmZrGnEF0Gn4ATdGhonNIODw6ja4w/B1NhV6Tvt7CWEXsmv7HWUwISOO1RUTX+stilwOztD0g8jgKuiZq02uOviRvB3SXeTCKtXZtOSCt3Yy0ODjCI0kKirkb2MlY166fwc+9Bd08tARVVgqVevJKdKbV85kgR8K4J1HIrLtyww+4Sa21IDWSU4MFe1VZ1gKEIvVV+sfRdaaMvctU/2GvBtmQ3sJUP7l2gK5XuwPL1g/WKAMnk5EsjKYhXJFYcdzi3K/5ddWQEY7cySLgeOgcHAamiAsJ2UDB1A7jBco+nCCgId5agOJjg7kpwnJUHLaT+PVRuNdlRKwpDWJTS4qNrZ+htYAaBmNM4os7VZNDs+J7LU0OtagKFBlBFR3Dc3B2BjXFZj0EZjY7+FjMTtYmE9xOnqwfl9su9I9uchtExoNjFRJII7+eQ0wimb0Wv1UBsNlIOueFlWp+Ye1CR6fO5mM8t6q7NWOrZyxswBs90Gnn66eG65yfDwWJdFUV8x3wkDj+w7GB0tXIfm5gCMysmcZZOJBRChCFftsIKYAJGFYpKQdjuNEMrUWVEzfRTNEmz5AkHTFJ+1zpeipiBqgoD0go1GUadqyuWFJyaK59IUBjp7t/2HKiTth2qunJ4uE2WWhfU5MVFmuuZhWdXal7hb3zPfrZo8WfTxE6Jyo2WbGR3tznIc6vsqP7o82DPYCYau5aZ1rKHy2UfLr4dqtUiVdH1bWIUTxWfe1kMzJiPLSscZbZVqYULEpspXr99YXDw8LcvhREg9FzCwhEZTXZO4hLJEJgDqVFdrKDXQ3Ut1ET/O7OzUSxNZqZettQErbOe1v1U9oOTKlg/o9pkxrISX1hQdDMlmyhK6N6jDp41q4S3oVjCf1NIBiwfzvjZsW4RlbWgIdfptrFuX2v9nZnIzFLLvPKqJ6n+yDCU0mzalvjWZOUPzpGgVVrkl6Ie3OPHEsgWn0QAw3Sq3EfpB0amW70KZ4dxcMSi224iigtBYv3KezgzHllgq8crluDWnaPvIyhrKv8Q67iws5Isc5j4qXLphZgZ48sn8ndba+xHHY3mb0WamcwGrLEkSlNuEEho1VXLZCFZ4vsYEiuPZx6xfmmpbtJFqyLP665A4Pf10asK0Wg0dKNV/hvXdbhcZo7Nb8pIWeik7Fi8uAp2ojloUYNlRVGYQlkmQSanWUh2t6R9kJ2ra4HldVb0o02g0kEwXh9j+b0WRdgF9flajVaxq+8mrNzSpq5ph0aGMzyzm7EQ+Vev5rSahSRJgzZpDP98JTW8MLKEJIeTV3mV2ogDgFJgI6VRDeuSQbR8okyCdDS5FZkL3tyNcCFUCAN0mI97GuvUoD1FY/tbF0XiC2v9D24Gyyjzb1jV7Uu2ZXksdHW3iC1MUq+QKPZcVsupzml8j9L6s5o3beCNNwZ8kXb3OloWnV/Ffe24Oax+sMDvYRfs6SJ2DS/4kBCOL5EZBE4GUZ6kyd52s763Kk5b7dHBWx/qe6axle5XvDUEyUHWtij4VunxIQWYvV6qvUMVqX6mSB3Tq5kRKf1fZh0LPYR2A5Jilki1XiaGlEGqieRRhL/UOETrGZEzuZXJa0SKejmMeA/suOQONUH5IMnVl7R2gHKZhUTUz4GBFVYeqtdVxUWcZVmBbW0OVox+P7wV7/UDIqR1zObHVMVcnv/pI/Ohij0S7jSLkhffk4oO66B3tONS4MBkgMTycr9VUBwpzk84mte5UpaL3Nq+Jl+EhNs8gi9BopFFNdHalkiCOZZFFtdXRcdau27S4WM5RIwWyWYctCdBTaJawPq7kT7mTclZ3pWgdezGUw1bZN7paFb1cQyQ6irouz3KI4qKr3gGgE4+VI7/U9MEPJxQhNqlRT1oJfAe2/XOfLtIpeZAwO1tOiGiDA7Q+CGO2mU9qQZLSbpcSNJdS4fCjfarVKtdxDmv+YYVq+1fnYW0D6mNjNUz2PtoJ+BABVGWZUG1NiOCqNdai6tySnFRVkH6zUFKZvUxNAMopILC6s3o7kTyUTz/xzDPP4I1vfCPGx8fRbDZx+eWXo2XV2gbtdhtvfetbceKJJ6LRaOCSSy7Brl27Ssc8+uijuOiiizA2NoaTTjoJv/Ebv4Gk4mH+8R//EVEU4eyzz15x+QdWQzOM4uE0a+Q8upO3lfxogLBTnRWStvepqsLOMEPOBjqLAsoe/fb8HtqW0jbryaqdP05DtZN20f8pcHUhZGartYMRwUdfXCz4CKsFzUaqulcp1myiFKM8OVn4UehFWf80RbGOWAgN3+U2mpuYzVWXQHi2qHqWmYezvBq9RTBcW1fVzscSXeZAmR0rjNEwQLGN0SLyrLXWPkTReBcB4OvUBbEZaDI1VZCwkrInQtkGwBBWOjllg7hN866EvzTo8Xn27i1MP7xRVr/NZupWw6rgLn2dPCWK0npMEkaF1zGmJqAoKt4d7z08XFQ8SQpQhJxpY6WGpt1ObYTaZ1gQ2lVpU+VzshOoU3CV/Y+Nh4RJfEv0cCUq3KftTCPqmBS56Krp4q/5BExJC5/b+s9pIyJU06YJHk3ZuwiDyjwZPTuoBX3eLalR6yBPZ2CBFs2C53btszIvjsuZ+KgB5XvMOk6vnDOR+QawqpmCk+TYNjm98Y1vxJNPPom77roLCwsLeMtb3oIrr7wSt99+e+U5b3/72/HXf/3X+PSnP43169fjqquuwute9zr84z/+IwBgcXERF110ESYnJ/HlL38ZTz75JN70pjdheHgYH/zgB0vXmp6expve9CZccMEFXaRoORhYQsPZp80WqQ09MttqaosuXcxMOSy5AQrnV03MFSIgGrmhQkSlIUctWwb6RFgbhSVAmmhKZjMhtm+tIeqOQHkBdC+JwH2q/Z9PaqjriBtFRVY6dVDRi9BhR+tHZ5r06A1lKaPmhxqa7DkpgO0rUznOgXhurmzNIneiZkY5EqYN+9MpeLtddrLUbQoOsBgvbeIjsUwcu2g1CM2M81duL6B1JRoam2ws14Cp+Y8vWwdIJeToVgDpeKuzcbUGcvvCQpaIUdus/tf8+iFir32DXsdV0YZaGLJEPovM6ksZqUN9ltcIhMMpcbH9Sv39bVPgpID1p+tz1fXefGZNMGi1LCR9aj6z/UjlQS8tzSHCztMIa3G3ootFXbIIrPtQfisNx5QEklXOwCX/Mfm9GjiWCc0DDzyAO++8E1/72tdw7rnnAgA++tGP4rWvfS1uuukmbN68ueucvXv34o//+I9x++2340d/9EcBALfeeivOOOMMfOUrX8ErXvEK/N3f/R2+/e1v43Of+xw2bdqEs88+G+973/vwm7/5m3jPe96Der1o8b/8y7+Mn//5n8fQ0BA+85nPrPgZBtbkVIVlhfCFkkloJ1pK7xc6jgPNUudUCS2L5egezTGcMakA1n1VqnNq9DkeqH8HBXqenE+Fph1odcbJEVGFrebK4DG0/SjjUCFu6oZRXCybzV0YGivtOGUnhbl5ig9r7W5aEfqfN7CIoq57WX9MQvku93Wpn5XIWl+jDHb9slIf0Jm5OrLzmrKfGWNtcyXsK7eXLe1ULYN+NDWzhTIjOyGw0H6oJmCjfe0SgqE6tL+zD/tCyJRim0Vof+g7KAtCZiMtjyWl/B0yo9lZzRKoodNTdPWCugDp7RWhuquUe1Uy0fpCodsXb5AGu3379pU+c1UZtFeAe+65B81mMyczALBjxw7UajXce++9wXPuu+8+LCwsYMeOHfm2008/Hc9//vNxzz335Nc966yzsGnTpvyYnTt3Yt++ffjWt76Vb7v11lvxve99DzfccMMhP8NqktNVRVVaa6uChPyvCcvPJZUdgPMLJb0Jhx5HIRMKAyHs7NMKrJCArxo9+Aym/FQq2KVteCklO6yC4eEi4klvQ86hQUxJAsRbxtNoJ5qUODCMjKQf1dC0WuUVj61Hpe4bHS2veqxx1dm76UT13F2C1iF+CJrItGp1EqyuOFEEbJ7spBd8fDq1s+zeXVxUF6fkTfl8e/ak5at4V4xA56EkXqE8anxfnKR3adDiqFAt2YE4M2vWADQWFrAPKK1EX1KxkSRQdcCII95IrrtUs2edUjujUU/z8Tjqk1Fht6KZEignsQMKYsj+RzvX7GxhXmPDpfnI9qGZmfIsPo6LcCSSBBsIQCYb0mhk++ZRx969YZ8yvnLmWgQKDY0O8HRVYk7DtApqxfpoqtVU5/NQ9GAclzVQQOGrptpDZVqaq8B2frGdjY7WS+ZOHqZaKJUhIbLOc2kFs3VFdJA9v5V5lCNq11KZvbhY0sQobIb4ZS+Lc8TRwcGDh3PH9NytW7eWtt5www14z3vecxjXBaampnDSSSeVtkVRhA0bNmBqaqrynHq9jiZt+Rk2bdqUnzM1NVUiM9zPfQDwne98B9deey3+/u//HtHhaAoP+czjDNqAE5QfvGR24kbNvmaJiwo9zo5UsIReiKoBrONvlWqA97JlsLrbENEJJIto7Sn8PVkEa8rgpXk605PQB4DCmBzP+gvEMTA5OZaa7+wsn6l3uT1kkmFdkdDoM3Owo+ZG2QcKFwxmvdcPXxXdQjQ3jYxRXbIfU1Pd7GjXrmIw5uDCD8vKJbEJ40c1GpWz22t1qSsXL6cWLVpG8zFIH4Ask/XG+2YrU0e7d6MNFKkLOJBbgk0iznw0WeFy4hp3dwc9ldmNdYxlk332WeCEE8ZQbzTSetQ4dPqrkMlp+2fjpTowNLjpGk7crksiAAWh4X9qAQnVEPLeyjKzem6302eh5ZGBbYQ6A1uOqRxRNaB0EcmzKrNcupqpTgi04/F9Wn8aIf0lLaOVK9bhRWYqUVQPiimr5Akpt3lZ/rcWwpCmqh7SRHFiMzdXCCbVzGTfoSVugLDMX30sZp/DOR947LHHMD5emK1H2E8DuPbaa/Hbv/3bPa/6wAMPHEaZDg+Li4v4+Z//ebz3ve/FD/3QDx3WtQae0JRISmDfsrEUa9TRvte5vVS89h6BmXHPc60gF+iq2lX+GKExjd+5NkD22dupKSq3ipLkLVV2m+2U261Q439rJwqUq0d1lC5nNSKlS1L4a5iGtSXw4a19Qb+NpI8QbjKaO8yWM4Tgc9mDK8Lil62CV+cpgY3It4oR3jaUS7I0aOtJoXeuCCWA0xsB1ZrL0APYa/O6obIpoqirP4TQq7tzv/abUh/UMpDkL1UuiypfPt58qQJmx0UVFkC9VOg3UGh5FcuahPOgKrm6nLJnsIEgxzvGx8dLhKYXrrnmGrz5zW/uecypp56KyclJPPXUU6XtSZLgmWeeweTkZPC8yclJzM/PY3p6uqSl2bVrV37O5OQkvvrVr5bOo8Pv5OQkZmZm8PWvfx3f+MY3cNVVVwEAOp0ODh48iCiK8Hd/93e5f85SGHhCA5QbcC8n4RqM2SmkRwaKmRPtFAxNtjM7hV7HJnXg9UJT3SoyZIWaDp5cOVA9DVGebPLSlHcqVEN5aqyiiFqPPXvKk9t169Jqq9sZLqfqtPVyNm5nmPpMdpam4b3Pe16hTpGOROWIflhWW/1RVNbIxHGxDmFuZZxqlTUwe/Z0h/hQC1CVydT63Mgh1tGaj62JpllOTrQ5UaVio9MYTzViVN2U1WUlu0AE5Os3dWkjeQ4vTE2PZNStT0RANJZbuGidUo0RNTR8fax/dhVqLcaajaLCqfbhC8nKW2r/cVzYaDSMlzdSbRlfMPerFspG9LDRMtJOVyxlpbMOjNYi5KPKKlNfXqtwVS6hWjjW1QYmHNST+NI1cMDemPUW8qnRY7RTs54pw/iRa3O3vir6m6vc0FvY26r8sUVRM1SuoWFb5I3Ycamt4okmmV6VAzBhFy1eXRwZDc1KsHHjRmzcuHHJ47Zv347p6Wncd999OOeccwAAn//859HpdHDeeecFzznnnHMwPDyMu+++G5dccgkA4KGHHsKjjz6K7du359f9wAc+gKeeeio3ad11110YHx/HmWeeieHhYfzrv/5r6bp/8Ad/gM9//vP4sz/7M5xyyinLftaBJzS9vNttxFMCpCsPEyQ1drClhFIyQ18DFaDWUUtt4AyD0OupgLJmqaXIDH+r74qJVqHc10GUUQmaykF/q6DSqFYVWsxe326nIboHDgDjG41AotTTOtH1E0L28igq23844G3aBJxySkFuSNqygYF8QxfDDnHFkZF0vFe3jcnJwmdoPJ4vO+TMzKQXn5pKfWnUkYh+GrQNqYq/3U6z0Z58cv5sIe2MNgHNUDwyko65J55YkB3lcdPTMgDqANZoFKuSZ2GtEYo+UFP/GaCww7FCpqeLSLJ2O18CIZocy8f6KErNLgzZ1VdFXsLApUYDGG900GrV0G4D+1o1NCY3F9oa9Y/SE7WC6DdjQ5BZ13xfvCEriu+BUN+ZOC6vMk0Swxh+DV/nd5KAesiQIohF46nKuUIKPBa9qLsx1BtygFaoDuhK3gjVyFnfGYI3JeMEiuvbek0S1JJ5jI7Wg9mrlVdYMcVnVpGlXMnO7Ypi1VKTJN8dTYvqCMh0EBnsxJXy3roblCawWG2sPqFZLs444wxceOGFuOKKK3DLLbdgYWEBV111FS699NI8wumJJ57ABRdcgE9+8pN4+ctfjvXr1+Pyyy/H1VdfjQ0bNmB8fBxve9vbsH37drziFa8AAPz4j/84zjzzTPzCL/wCPvShD2FqagrXXXcd3vrWt+amshe/+MWlspx00kmI47hr+1IYeEKjCDVemqRKNlXrWGeh02vtqZw16hQkpGu3o6uObFy7xp67EqgDpLnfUmpjK1ysoNKxQ9N5cMY2N5d+csc+vbHVNtkpXeh4++Horv40vDkKgagfjgd6ax146SishC2O0X0hXS/CRjGRCdI0oHHM1isSxf1CA6EOBFrv5Mz0R9BBoXJUpWO1hG4Hk8eFCiUh31qxTPfP5m4jalley82jCCUiwDEqfzfZCfNJ2lPrWhFa14S1FaoGxVaohtvYZHMkAHYSofXBijd9Uotk3e5UDFgnWFapVZioL25dn40XohZluWFHoTYRUr9qHdv7ikbK7rLPXnXrqnYeAqu5Tmd3Ni5FSI4ibE4isUl6HONI8Sd/8ie46qqrcMEFF6BWq+GSSy7BRz7ykXz/wsICHnroIezfvz/f9uEPfzg/dm5uDjt37sQf/MEf5PuHhoZwxx134Fd+5Vewfft2rF27Fpdddhl+67d+64iXf2AJjbWZhlZ17tmwlyIzoRlRla+ItePYGF2qSaKoO3EDf1fBzs4qUEMHcVwLzqz0Vvwfku1alCQpZxTWwYvnj3FWyZUMOYXX6WvVYKV1wH3UhIV8bBoNzDxbrip1HwiNcSQIHPOjCBiL03qqJfOFVoYEkWYmPjzzoLCylN3pM8zOpgRMK7dRL9W9NUlYC6ROmJknh5PvvNnZwY+aIrJPmlZ4QTo3UDNjPX1ZVkvIkgRxnJISavtCM25NI5S/3ijKtyvfjqJa2i+tNlQrgs8UQmgCoO1H87RYhw62J2sLsdfSpG5JUioe36FaUe3jaHQaTUuWyPAxci2nalJCao6QeVvVqPZ9an31YhwBwhPF3TljtOqss3OoDtTRPUnCvCwoRqueI/A+V+rwu7pamsN1R+4vHduwYUPPJHrbtm3DQZMMJ45jfOxjH8PHPvaxyvNe8IIX4LOf/eyyy/Ge97znkKK2BpbQAN0kJpSLQ6Obuioj5ISn0y/t0bqfklql/NxcOduWzhh5HZXwodkTj9V7EVaK2MxyrRbixnhu04+isvKBh5GkaFG5j5elIA5pqqnxj2MgnhxHrdku+0LMzhYmjEajHFOtqGIg1ryXhc8yua0dUOyEVPhPPt5zvcPhYQDT06glSRGW/fTT6Ylzc0XEEyuNhn+tSL5XRjixQBMTxRIJjQZqjQaAWk4A7KLS5D+00KkVq9FIL8eky0oWSiPKxERx/4WF1GZF4U8Cw/rXVcxZWVlZMTeXVg61U60WagDGAIw1GlhYKEwvQHo4+eqBA+Uy7m/Xcj8aKrqobKvHMeaTWt4e6yTEltC0Wum7IFlkBSoLJxEg0+CzhszIhLWpUitDFR41dNlnbKKB9etTacKmoAuA28TDukJ5knQn2tPfaXOvYZx9hRsZeaaOXlZDZWWEklPr16bfoQmUIXDqJkg5MDdXzE1sGqMQ59IiMTgnFPmUL3gb0tJY8prdOJQdOIRQFNTq4Ng1OQ0CnhOEhr9D4XzBRq+hgCFJowKD372iCYDujKbqmEhTBRAmMvo7lHnWlsVEtVCY1eI4zychm7sCdiik7OOrDFEZSxmq1yOx2UDmkCTldQRU5cAbWVWFBcmMEcR077D5dVTxpc+oTsCqyIgiAI+3isKTwAwNpe9vz55u8sLKaLfRabdRm50NT8vZBrTCUc+bhKaNZ5lIMFlVFP6aHLmU08PWKQ/S5QToZ8NQZZqV7NIStnGoLURZY7uNdc3NXWOhmqPoqsLqICch/+BC5VFUy8n06CjK2hllemTOunzG6GjKaBVq61LiSQdu6zirieuqYOpl3bp6PqCrxoVQomrdXegPxfbJomg1x3GtOxrMBh9YLZZlE5rdukqGLfW8jUZualQ+ZJVHehphq7QXb7LHlcxuoZsYTXrV+k2KqrBux/GPgSY0K1U75o1bM9YuBzrV0G1LCQsFZ4Oha9ueb68b6uxVuUXKidVLCLgIBIWPRuBY3qXbFhYANCoEEiWiSruq+tLZaeDZ9X6W3+kl7OWsuru0yq/azqKomJ3rNJR2E31vFf4yufDVa6NeUgKGHk8j0kLPkjdRez8LHYUsNJtf6BzeyGabzb71kNBr1mdTwsP9oWS/SQIgNhfr9XyhMi91vK53VOWjocdYJIVfyXIQKo6NNA9FGHb50iiqtnOfvbkWwpIFe3yIJAUuHTqE+0PLGiz1WkrFSSpOsJ2YTDDDcmX/6vvTdHB4Whb3AOqFvhKaZ555Bm9729vwV3/1V7nT0O/93u+hUWUHB/DqV78aX/rSl0rbfumXfgm33HLLiu4d8ni3Zif9XwcQcea6bl0xg60SGHQeYIfqtXqbFZaW/Gin1MRgOvipcAmpl6362apnRW3MTXbCHUqxYi9BqMqZE2UOvrzG7Cwwf0I9jVYgMdBojW3bulXihA7AtAvZqX5WoHa7bAmiokdluI7jVBpRTZ4OGp1CbUBz09RU+p0kxTZdE4jaGE3atriYHrt7d7ctbmameEcTE1jXHMPoaGoZ4qNT47KcQZIWhLTs7e72p1636k+jgzN9aXQVa1aYXZJcnWelcuuYR5T51CwspM9jrIKly6qSQbuXmmSiCHk9lSJ62FjVXBZFhRlGsw+qGogFYDZkTc+gS0ZQA8R2wD7OleNNB6o3Y3AqpAOxfRVsm8rdLcdQVywqxGZmgHjjOGqaiZXRgewb6oBuoX1LnXRYUE2FYCOiaDuW543jsdyMyI91PQo9f0iMhoiv/q5HnWr5R5lAzffiIqJ2G52Fha4hvyvoI4MGhKwe3OTUT/SV0BzKyp0AcMUVV5Q8oMfGxlZ8bzbgCMVDUgMTyW8lNDmJUUGxlDZEs49WTT0owWn/sOGyVflL+K0DSOg+7OCa11+Jgl4P5cv2+thi6LgNFBp6ylddCJkkZ+1aYNMJjbIQ1jID5YFKwfewdm2xIrOJSOmgpq4debnVf5OrLhAmwXDxgCwDCQlzzjD/zO7dxQ0WF9GZmUnzFgHAwkIqHBcWUJueTn1vNm4snpMZcFn+VgvxZGE+yiKiSxY1oOC4Wky+2twVxL40nsz0znzQOE4db1hR9Ey1hIc30aUmtAK1PWbPUotjxPEYkqR4hnxAyp69HpcHf5rR+DxsM/mtogj7WjXE8Rjq0XyZfevox5fNRsjnUIcWC81NQFK3dm2ZELGSucq2Lncus4GhoeoEZ+z2eivt4uxXyjE5RpN/jI4C47pMvJqalMyESI1qFUmoCX33/PAeLLASvCR1DGbkPMXV6GiRuLdKC1OlubPHUlHYRWas+oeEhibTjAFGCwvL8qEhVj9jsBOafqJvhOZQVu4kxsbGKjMTHipC2VG7tmk4Z0gFbWFtASHV9XIQReVQIWURVVofe38SpV5lSJKuN171WKFvGwVu/1u5mhMglV7qTM0RTaeuobqxWYFNPen97KlEVX6x0kPrg3BE4UgrM0GiA6AWsOEDWYJGZR86cmX76JOgmopeFgRF6VmXaie9TAuaRC004thtIWT35/OUDlXmlaQmmprEHVpFot5CFxqtx0tUipofVAvRC6GIJz3HsnqLwPZetyz5Oy3vcsWrbRh1lj5rj7T3OazpzKpD+KlaxNIgpJXRZ7BamuW06SBClWLLbqPUHM9Z9I3QLLVy58/8zM9Unvsnf/In+J//839icnISP/mTP4l3v/vdlVqaubm50kqj+/btAxDODhxyDM61NSQyoU5RJdCob+WUFCgEhlVPc1ZB4pIkBQHh72whwZLUsxoaChg72HB/lS9Adv/QZKcKViujk3fVXtORkxNjRmfzf56TRjVVzDimM0/7TJw1UnOmfh7Z7FJP46WTpFhfh1YXPivlf3B8t4zMejjTDpB9J0g1MkQNyJM01lSbQA3NxES5MtttNBpj+UST6yVaC4KOVyzC3JxkQG5KO9MkNVbrZZ1CLQGwDsWNRlFZjG2370obQ7udhuonCXLfB9V0AKghJTdxXC+t/ajFVJ8avptSXiMdNVWLqmkAhoYKk5FWpmr4+LxqLgypJkuO3CjvR1EUWr1YHbrMFACccELZuds+Cq3YdqKwsJA9v2pTTFK5ILSMlD2aJDD00YIosucnaQ0tn1KldeF/5ZnaZ5WfFMtiBMp44EC5wvQimZatNjyMaGEhT6gXktyhbPGrh2M7bPt4R98IzaGs3AkAP//zP48XvOAF2Lx5M/7lX/4Fv/mbv4mHHnoIf/7nfx48/sYbb8R73/ve4D7OA0MEJso+MTJzkwpzdYC0Qkw7FG3rVN2qvd5CR1Geb0HNkA3DoT1Chapeh0KX2hneRwVAHKMTjyGZ7r59aJbFsVF9YbU6lPdx5jk8XLasqBlojGXis6mEA9Ibqc9JFBVROvRp0iW/A4RGx2hNGRNFZVOOBonkHMkOfKzTVis1NT39dK62nwcwj+6MoxSiABCRoZDwcPXtRqMYOFstNCfG8uzErP9ms4hKBopoavVxUjNf3napfudD2UGYC2ZqW1UyrmaHE08sTE4cSHWwV58O+rIIsSmVSdlvqwVMTqLeiNBo1CrboRIDnjaufZQHsdzMzE0WMTxcRD2pLdIm0wOKd6SsktcQk1kXsckal4ZnM/KMr4KHAUWYPYukyisFt9OSxuPHdUkKNgA1NbJe1PSok6m8waCbLFBbpZMuW6DsE0VjQX5BDA2lZafs0MtocVSGhPzN83fCD9+vXoTkTlwFooUF1FH0RU4y2FdtMtXVNeK4yamfWDGh6ffKnVdeeWX++6yzzsLJJ5+MCy64AN/97nfxwhe+sOv4d77znbj66qvz//v27cPWrVtxsOvIag1NpZlJEVK98jyrqgW6t2lcrl4zBApdnVH3OqdCLVzaF0W53NIi9oJdAkEvyX2UkyEfnHyynsjN1MkwilKi0m4X6er1OM23YUOA8ql9+S+hSx6oJsAeV4oSIijc+eDZsgEYHkYC5ISmJt9alR2tPB0U7WDYbqPW3o9GYwzr1hXpXrSKbJWZsaUotrJRtktryrM+NqV6NMyQJNKa+0LnWTLINcSUVLEs8mLqcl+aqiz0FrBmJza+JEnLqzmNhPSWKorPw/6uWhlGBlqzre0AFbBNVV81OaC64OjlySP0Xds8UPNJrVjjyJI7llHXnwipT2zB7HFVkGOjuKxJArpFHfeH6iHUjCw6qKX5oOxH0zGrLxEZ0tBQZYqOKrjOY3CwYkLTz5U7Q+CiWA8//HCQ0IyMjASXTl+D6twzlWDEA9CtzrVqgFBP5P9QiCdVA6FrV8GOwlX3A9LOzhGxB9T/GOhtdrbykNt07LKmJ/XjK12Hacz1BFsw+6yhZ1ENTRQhCYzRtvy2zERXpLIKTZ1ei+MvtTKc7fEbMBETmsBNHaEDCL1mfd2h1677O8iy7Op0ORQDbiumyndmZCScMFKJj9aXXtPeQ8/n78DLsIeENDeldx86SfsX1QRKAPS+yhyVwPBdk/DoPULkDUWRkqTcppRnlJ4jUEWhtqrNUdf2Kt2Q5swQQjeuKoSmbma4oiVN5pltyoGl3PdCXV5/B5ur1r/K1Yp3QYTkvZ3IJhXH9ReuoeknVkxo+rlyZwj3338/AOBkLuy3TESBT6X/DFAexDhV0imFzgSs/cL2RNtTNXHX4mKh1mZHDKlN1L8mlEyPAken7a1WYdoCuuzlhgvk/EJlopXfdlJPIc3tVsaomZ9YWADQjItFJNVEodM8VaUwuknrlvWfmaL2tWq5BtpGz+tHFQN8Vg38iSKpUy53oDNeXnhhAfsB7EeqmYmy30BqtkzkdwdIo534LmmiYQXJe4kb6RqIuiq1HkL1PZ+F4zRNErlJj/XIAyxxVMYZRUWIFV8qt61dWzYp8cWHbCPa/nRwUQKkoT3cpisxRhHqcZyboOIYua9GPUq/cw2FhnGzAbfbxbPQ6YsqEZpwQ/2F19GcTewQ1vTL52VyRF4rinJ/3XY7VRRpbkXebmGh23fGmmNCAUhqYYk4CjNVNBuzmoo4sVGGpLJLWZYeQ3ObElmNmpSHoVO3zYQcIuD2dQOFhdAWS+VOqQ0pSLb4rpSQEcPDqGVRh9Z/kjJf3REOIYzjMOCEpp9YMaFZLg5l5c7vfve7uP322/Ha174WJ554Iv7lX/4Fb3/72/Hv//2/x4/8yI+s6P69yAxR+k/tjCZLC80yrSmkl9bEzvBUlaHOwZxRqjqVsLNLWyYdoKjqL0nADCKIlNRwphWC3k4Fly5JZDE9XURT6qPMJ9nquTqY2OkrBejoaJncaGRGVh/7kzoOHChkd8gXmtVsrQ4sW4mLarnoUQyUiG4HQDv7kNCwCjqh73Y7dQ7WyqDmQN4nVzKmO4D1MR8dLYduiw9k/jy5y3wUlTMy60hCrRGh5Eq30W+JxNtqJEOqBWtaCn3YLq3PR3aNRmMsbaP59etZu02Ty+1v1xDFY6lzLK+hZiY2PI6g69YVEwN1EGYZ2a80TlrTMFjzDv04TAbHWjKPsTiVMjyc5CWkZdFocss3eaxODFjcPPFjHBeEhvWpdaLvRgmNklRr/iQR0oamMJo1lR3WRMrfmpdKXZvsZSuTrFtBZWFloiwrQ0KjCEW6hv47jl/0jdAAK1+5s16v43Of+xxuvvlmzM7OYuvWrbjkkktw3XXXrfjeIXPTshtuyB9GYbOm6nEUIFX7+W3NUsGsvhX374WA+jVUBP4Ozar0MqpG1gk/H5MahF4oIhcqbqawNrHQA0RRLvhDj2s5pZZXn08Dgrp26NQ6+9i06hqvoA7Cur2mJJWFVsgAYR4xWAWWI4SuVbpgr7oOHUNTS6gP2Mru9d9WuIU2pOy7ZrwZqsawKDIrufNgrRTNfmwry/63S4UsBW148m2zButAHYox0Gcqnq08TuvxwRXsLZQ82u32nJXIla4CF4uT0ldGn8WCzT5kklqqyy9dlm5YzYzdrvtWl9B4puB+oq+EZqUrd27durUrS/Choo6yZoYoZQYGyg7BOvXVmQFnCrroj2pfNA+CZv2tGnnIANSBT6FmDivVgO4Zb0j6WeEsEQrcHVIwKZHhY9hbqyVLBVnov2qzoxPqqGsgpc4SlRXRbKbOmlqAOAbk+upvq8qpkOuKapc4Gc21AnRO5iqXoq2hI/A8kPvQdFA4BdvZXwtpG2tQTcTnnZlJr7luXemdaVWwqWkV8JnYBHVmHMcAWklRV7yQTdGry4qLtis/tmqApJenDpQhs4Vem/Wp0VG8p31hqoEUUw6iOjrMW5MNosVt0gE1H+BZOUaTkGteJiaKsD1qa3isevPmFSrPr334wIHCNGNttVm25DhOQ7RV2aERf+TJPI2wljTl1YV/dw1RVE/z8iRJt8e7Rak+A2TGapotEdXzRLMax/VcIaaWP+2DmhTSduGQpT5UzPwEpseYnS1nUw898+KiZDrqhu2vccVx/YGHbfcTfSU0RxMjKJMaoibbIyUzFFDqJ6OCQpdn1u2WwCjsyEohqzk9Qg7C1gYeIjUWvfZTIrbbiJpj+SNbOa630kmo5ojjJ2Ru4iMTdDegzB8eBjZQeqgGhBKOoMnE3kTrs1V6rDz3nR6m4zmhoc/5IKEbuMQBMwTPzKCTEZr9KMxNJDPUyqiDMG/XABAvLCCiDaHVSgXy9HQawyvmKEtoOFio7w9QNEFdqSCOAexplx80igqSyHqkyUHJTC+VD9u0HRTJIvVe1sZIhyBLaGgS5VIQJD0sy8REfq+oOZaa02K+xHqpK8Sx0fppJl8O9vpu1fxn1SKh+rAkDUj7JtPiDg8X0XlxDMTjpaJs2VJ+JUwlECIzrBLelouca/suRxKZlbgVqplS52E7CVLmrO+R+22YFZAXqNEczw9bWEjnAFFU7oP2VLs9hC7zE/+EHLRDkDJXuRlE8t0BUGFkcxyHGFhCU+Xlzu8IKJMZVTuH1O0hgd/LNBXqcLqf05flhBktRWb0+CpVc2Bfr4ldLyzneGt9yGelsTlITTI2j47Nh5Ed15E3y/HKkjCeVpUnsVQdWliyMJkac06lmpnQir4JCiGpx3YVNhAFp+Uht7ZKEaDbvxYQ3wqgPC1We0DVIG3JuVXJLdU+7cw+1Adsm+TDapx6VfRb6V7dl61rRSjbts+rTkkhDYS9hsI+k03QZDQFOofh3Gjv3uL1A4WY0dBmq/DSfqP7eHwpYWUvhPb3et5e78A8Ix9dfdmq3HAOy7QEVLdFnVgahByDgfLYsLqDoDsF9xMDS2jIwi0q7aVDQ8XClBoGpJ9Qzhm7DpOdQSxnVqEOwTyul1ZGJWPouj3SudfQwfBwrVJuh2S9FagWOpHn+Vy7USfnJf9TnRGr1LZhs7yBPHctmQf9FbTMdnanqUZ0WxeR05FDR5jMSZTkhJoZfvi/hm6Sk8inrqoWamk46OaqmXrwnbCqWHdqUeJMvqTeIUL/LRNSjIx0kxn2B6vqsqyRv7Wdt9tFLpySWSYuq9SqCAiAWjIPoJ4P3EG+oxoIfU5qgpTQkDDbhhL6rRoJuw4ZMTNTLOCYlU8/KjpsXkKbrZ/vVcWLaktDipgcSibpcG4DDHqRGr2O/a8fYV66zAUvZW+ldaEywla/xkfwvJykG7JYKaRIjLPKq1qgkr+7JrerBic0/cTAEpphIM81oCF6EYTsqM183bpUCE5MlHuiLtw2OloIftupVH1bGqh6gNdg0j1VMdiwHHZsu906inBQXkKg6aQ8tN3+Zviolek8jtp+ylNq5TkmAkJoKOUnJoqwU0ZYaKSJLTcHl+lpjE1MoNGoVQp6NauF5J+6j+TODdb8l5lE5lGYmtiekmxbXQ6fl9+dbN88gLGZmTT1L6O44hh43vMKSd5qARjLy6VBNExGzbrj+E1LTbMJYE+rmxTY0VFPDg0KGlYOFKHmGmqj5htLYLRip6bKUUi6KnaSFNump8tRRWzf8pBxI63hTjwGJOVHjCKgE2VRT0mS+tu0s0D6ZrN4r0pwqD6wBIjl05A4PsPUVNHA+SHx5j4AtfZ+DA2NlfqIWvk0IEvztvD2tvlJcy+lxbGBaQDSAxgPzShN1qNCWYPtzFoXCwsF4eR2s3glo8+iuJ5XmyrbtJ/pf7Xm6yspiSo7g4qi9MSqYItSh05hQ7WDSVWRuiesHpzQ9BMDS2hy0hJAiczwt44c2rOYl4Pr2qgEUvOIDfEEuv0KSgU0AwpVCTqaLaWy5zX0niGfnAoyEzosNNbZy1o5qFWgocRAQWxKLjFKAPX57AzfSm7jCxHHY8GyhJRjVbPH/Lpa17zI7Cw62eq9VRoaXoIkJ5LfOQFqt4ucNKOjqX+OErh2u1RmVbAxHYo+HzlgkmRaDC2/vQCfqcrUxG10UlYVFgkNiYYO9NpPlNDw/nzZBw50r5A9M1N84jj9TpJyODvv2RjvGtf0UdIi1dBo1DN/m3QQn4/GUG/ICyfbVnVB1UVZbg3fsfXJl7NnT3H9dhvDw2N52DVQTuViL6VaC6Dsa8bbsNqZ24bmyC6rJeWH+p/Z8CNbkVqggOmslKhTO5rR2tRiIBZSo5e3n65V7tF926572Oe02QtZiQGTaVWaDiU0dTgGBQMdgh+yn+YPTCN2VVSSfpbIvhscIELsoBds3hui17ZeGiDdFzhuqWKFkiGTby2FkCzKf4fqCAgnkul1g0BZLUe1sLcOmt31oAq7fChkuyr2IN+nYStAofLKPjqLrSpSEHaQOhRUzXpD7Vr3he5p35vNdMiBVvM98bzAsal5sfpW6saSJKlfSdeB2o9DDTtUbxq6bk0vthDSH3s0m3zcVd6n+zTSXBEy+QZFkh3oexXkcFHRP0O35e16uWMtN2K+8qZApZzulX9s9QfAxSPwcVThCLTsYxMRwipGbs9h/WRspEOzWaz2rB1G457tObwuYc1P9r8SlNnZ3iRGZ1z8pi2oSuLrDDRJwDmJvY26I5xwQnoqJ9icPerSNzq7JGSVgGCx51FPE+xpmfRATj/n5oobcOqnK3Mn6ZoyUVREc7IsdGsIgbPEZjN9xmYTwJTc34Tmc/Ve6ydDrQ3NTvwPlNscNTURMw5SezE9XWhF2m1MbEmbFJeN4mtlvseqFTny+mDbs75V6rzKRRYVbNfanpk4UqfT6gQChFdJpzqBiSLn5opoMYLZEBkOQ00Vyc30dDn8Oo5RazYRZeHbSVLL64bmGJo6WPyxOEbSziKgtPzMWjgyUk4N0Gym5dTns32J+9rtNEJN1SfsJNPTGD9tAvQt2bu3cJalhbXQKqWPzGpgLkO+kpGRtDq06rhIKT95OLuaz1hGfSe6sFno2apIMSuZhdJjjMwZiztIGum7Wbeu7IuuVnF1m6uq6tL9Q5pFDdFUzZJMUmtZ3qj8Htn3YeUnOyI4iMMLvQ6tUuggBpbQaFgeUJCZCChyzrBjkLBYUjMyUnYUBopORUOwPUePoUBhD9aPNS1RoFvzQcgcwt8qzHi8zioPHChCV1E+TG+r2zmWrV9fPNLevcU4BJRdd3RSqJNsIkm61/lDXEe9YZ6Dz8kLq68DR3q9aHYTug4oiQnJeH1GLuK9fn0qiEvX1SzQIhyBsMNvgsJHS0FByezC0cJC6hzMCtq7F9i4MX/n9fY+nHDCOBYXy8sK8T/rmP6ppTLzwUp2PalwHXxD7ZSVZb1YrVlJBzEuQaCh0CygVjpzvmh5lBEfOFA25T77bHEfMW3V8vTTY3n3mZtLF0KfnU1PnZxk808H1k5cT98LyRi/OeLOzBQNgqYjgnWjg6rGVbNOZmaKGPtsRfW4uaFUNey2XGWCqYhst1axMzycnquJiYeHy7w/v7h9T7RzRVH5uaoIjT6zdmg6dlOdpPJHkWsZx7pWmVACo2JReQiwtBK8BOuooxPJTK7XsuhE6y8Ds231CY2jnxjYd2nZd1DFqDbXEBkh6anKzR3qUKH9K0GFKrfyuKWOX46NyICPHnq0gwcPXeUZNA2E6kh11KFQYoENMqu6rwWfsWun9a+ouHdVxuBex5UKFDBd9MVKENKCKfSGy/EQX6rNh/x3JNtyibwC3UuNaNI0Hhu4HH/b3JNd2aND5dd21avv2hvrd2hbVhBG6NjXTKWQWWKtdMtQUfhMofw1wefUNqxEZzmw7b0qHXeg/YaKYrf1QtcxoX6issFuo6w2MmMp0rK6g6CbnPqJgdfQAEXESQQUM1AlK1VRS3qsShsSHKuZ4bncZ6clQNFJbS5wbqNWRmFnhfb6PIag9NMVdEUwhOSTBkTQSqFVQSG8uDhUenx9JKZw4fVsbkJO9OI4U5fbGT7NIXYlP12jIIpyU4hVdGk12CoLKbnCG8yFhoYqVdOaRK+DdD2lBEXyxi6E0vHr+5db833QmqEoKQ1DA+9ynJ1se7b77Ms1UUGdqI5aVDHjj6JyVmKWRe2V+sycbWsCE3UYp2Yku48mR9R3q2HRtDBFUQ1xXE81PNQeUd2oi9Faz2urVVLthlUvaN/OEgo2m+OlPH9AeZ1MrWKtihAsh2KXqTfibq0c35VZbyrILuxzWEcuaiyJHo7BAPKFRHkLzacUUg7xVqoU7VpVXE9Qv0eVyby4pjcXzSqAkrb+6JiaCI9y6icGltBEEBIDoKbmJSUy1m8GKOek0egmoIi1tD4G2rn1WtqjteNpD4/jsqrejtAqdEKERjs9pb2ujmcEcmhmqIKXgwG38b8WTXmcTqTppqEuGVrEublsrFPJzPJRVU4iNjpa+GMomWk00InH0J7uTqanQhIofHFZZntcKe6bDCmgoVETpmpbGMnURhGmDZQFaH68mjkt08tm9swRRPME6xRIn2loKPX9YbMttT81L4XC9lX4R1HRF7R8PF5NlUkaNRRlIdStFpBMAxtoNtSK5TNaUsAXpTYzHsNsu0AaBr2wkJrjOFizb2zZgqRdnEKyx1eo5G/btqIbpN2kjrHJyeI+nDzw3hrNpZOKKCpuon40ISctFgxALUmwfv0GPPtsYV5S1yCaSHVVDF5SF7LkZbUKycniuFb4CSmpITljuJUyC71oaBIXWpitStujRDN7sDgu1rNSTZQugm7FJNei5ceu6ZXfe3i4cJgLPTdQ8gerZaHlts9WJdtzHP8YWEKDKALWrEkbayjXP7dZ7YsKZXZwFdA2VJu/bSp4S0BCM+mQZmAp6PVsZ1ao9AhEUNkZoTqe6hhvH5MQv9kSX+OH1cdrdJlSeKBOs1m3qbTuLqDUu87GLTljuWi9UL8UXqoEnmTDToTMVIHh23wTCZboVCrJK0yZVlar6wvHJpovOqiVy0fTzlLg84XaoG2/KL/bnH805Hj7HRoc+b5DnqH8PT2d+ufQA1bZcnZ9lsOaYpawViHeOJZqapIk9S1hZbJMVnVCFmIbmZaXGBoqvHiza4w2ipXS9bFJTG0Tt3yByfbs7ZOkeNa6IRT5hbTjanZJnSDZZ5A2H2xD2lZCKqUkQZStZ9VLtKnos6s0lFZbtxex7Ux/a6XRASlL9lOlXa3pNXqpyI4oXEPTTwwuoRkaAtasCWtjdJmDkIZGhUTIzq77ddReqlPwGtbGHUxfa7CcDqcEhuWqGNy0+KpECqUt18e0g4Suxs3/oUeojM45DNhH02yrdjvRVTa7gQVlPZpoCQpB6wisM8Ek+/T0r7GCOLCbSkDlymw6TDeSDwChUc+251A771UXgbLpuFFZaGUcdhBUtmHMWPlvakMsmUgS9MqorPxYFZ7sYiUCQPsGlx/R/hfq7/rbPgM7jubRabfRmEwfgRH6ehnNQWNfHzUwykFCXCJJAMQ9ZIY63eiMRS9SdY6axDXQIHSu1FmI+2nxNPpJLUel9hSSpVUzFwuN2FNhlREbokRwVo3MAE5o+ovBJTRA2qjpbKDkpSohnjUFqHHXzoB0sUpCVRuhsgDpNVTXDBSjk4YGWAlnOzOvaY9hJ9aMbCbBVqNRR6vVnfRL1fd23FMzkgpnaj+0iHwUtXrxOydH02IeoV2oZEBH+Zn1WaMIMLJVq9SOTzYgjTP7AweA8Y2Nwr7GmZ2a6KanuwgNSUodhWaGApIlbqPwqSnlomElNBrluN0oXaOKhFCbIk9hRFezmZGZZB5oSx3y3fMBbZvVtLVs33yBrHtLtLLC0NRDZV+zaV4o2y1DzjRqjWodxlnbpcT1vowWiuMikkrKxCUv4rjQFLHoTC/A16lFYyBS1Mi0NJOTxXMmSUFGgKLf6PuyExhtIxVpCGpxjC1bNiOKytHr7I58PBIwGyCmr8mKG0aLx3G9WKCTO/T9AYU6j6H0S2mTWSfq2DI83G13ttmTowhtubS+Vls9elveoiQ6bbm08SmUDapaGCheema2rtF8bevKMTAYXEKjPjO6PpMdLfS/6vWHhspEQ3tkJrg78VjeJ5ihtJLQ2PspA6Ctm6NyyKemalZkHQI5AFSZHTK18MhI4bfJYmuUJsH+r2OQXlo1OpyUk/io5kZn9rlWQQcFhVV760DC/xWzQOt/oAI19zuRsu5v19J3x/okq8sOaKPsC6MamghlR0P+TpASmkQ+AIrK4yjFAmcFVKWGNjtNmR/HWai5muosCbNaOlaAXZ15dLR7wFZIe+YlyZXiOHswFpbaCjvgcx/Lqes6KVvT9kziw+vIS2P3VMUowaWVZmaKsZZEnJamdjvrq3QS1kGb70LJjfUT0echms3CjkRn4+y56o0GJibGu14Ryx/HRbm1joHCfW90tMgsoWM8TVl1rUttA2xMJKw8WVVG3GaTCC4slG/Kd0PVEY+XDjYvOYLMri5Co89CvsX/XYtu8qJ2UbaQM3vIlqeTPE3olIV2ry56xUQu93xHFQaX0BA2O2ivD1Cd5lJ/h4R/1YBgUUV4Qve26EWYzOyw1zXU+TQUpWwfxVYfzUyhNTCXiLJeHlTtXXGxXtUYOnYlx+fo8T6UyOh36JhKBIhqVeQ0J6Cl80KfKlSRluWg1znLaY9aZrtP23QvAi9QlxAFt6mjuB0HkwSFmYYNlrCV36s+bXl1/TSglN43isPVxG2hJr7UrYOw9Wi3LwckMwra64ByJa+wWPrbypwly7RcsHFQEGlWahVOUv7VpQhucuonBpfQhEw6OssKmZlooqKKlQhpdRqN0oyrg1q+SF5QvwqUp2VA98w6hBBRsVMge7y9HgWSaHMajfH8L/P5qbChmrvXeMUq4nGsPk22q1VAApVvCB00M1POS2KdcrLnqMcx1q0rr/bLyT8VEVrdtGipljwfv1hfzCDLCw4P91wPjBqbOsqh2upwWIp0UhUHzU0jI3k7qDfmMTpaz9dqAgozE5UduZ8t7RRKZjS6CShSDvN5rA2QlcPK0L4hM/j5pFwLfG2daAw1dNK2354u2jNX0qb6zmqRbKQTv1V91m4X5imWt91GPJGu7WTdQfQWeglVXJSakjZYRs1wu12CgdutxkDLyetx0KQ9t9VCvdHA2rX1rmCjoaFuX11u5zYqmtXXpIuX2okZNSlWBvHClhGqBkQr1g7+9ERmI9DzEa4qC+5jU+yVCqgElQcsUyjEEQgmEy2RGZMoc3UJTQeHR0pcQ9MLg0tolJVT96zEJSMlWL++kBo0M9F3Ro/XUTqOMZ/USsEXqfyvp6pSoHqWxGvpMXps1eKSas+3gsoKWgploJznhINJu436RIRmcyzftXdv+ZLqUmH5hFrMWI0cB3WBZq1CIpeDWrc6cKjQ5Gq/Wn9CzMbiGMx7QetJkqRjCcvJ8tmycrBIEqS9gBtUZRXHQUdCa3aKkJKZujm2S/SovU5zr4jjR6O5Aa1WeUJJc0n+XnT01pBibSNAOlBreI2+VDZevji2E7ZPOuVGUV5stcjwEdrtWmoGs2WZnS1UeUxQZH19dIRnn2DZ6UujjKSdru0Um0gaVocSQUtmusDnZINgZcuCoaVGznN4UR5jB1IgbYCaLKfVwrp1G7oijpXc0JJltRVss7YPdZEA9WPiKuZafo3qZN0D5ePYOTWIghUMlFdNt5ORJAF7gO3WVlypKO5CkqQy1GoeQwn+QjLWmpv4POxQmnsIR4PQOPqJwSU0CjuD0Q6pZGZ4uJxzJnSNOEYnS60eQhpG2wlLUh2ctUf3CrMNaWj4OyQVlqvtabcRNcbCMz4YbYr8t3zNzho1d5w+csk3x86qbJmXCjuWAS6Kx7oUcFpuDhw6rmu5uh664oAqoWfTqOv24Pk21tgI7loyD5uWT5VGpTqwKolQll59LlaOXe9CVQKBd2Jfj3LkXOuhz8HQ8ZAWACgv+GU9yvVYOyvPtjM02D4qxz3dplUStJLoYB+6YBUj0vIp+al4btv1+Rvo9luzXSJk+Sz1QyvbiKp+FGr8lrxV7a86X6AWKnvbUFF7iayeZbFlss+v7T2Qt+HoEBk3OfUTg0toQiYlJTJ0GF67tnCYo4YmNAPJrtlBLZdfdiHGQlDVypEHRC8Bac0FVecYUlLyjlSBZAUsBa8pl40g18vpdk5crWDm5F59Kwlbjfn17eMvR7Kpdkq0C7VkHo1GecYeGjSsnCtlO261w8IxjhENp4tTRkDXJ0H3WjF2IVT9lIQqvZeVQGSfoaF6MHw+e+Q0sikEjZoCygOt1putU6OVUpNTJ6p3cS9eWkOLSxVMTYA1VSRJWTPA3C1DQ2GNhyYSkraeJOXFyjX4xfqq8ngmfMwT0vEg24DVcVkvwONtHVa1XUPQ6lEHcVwLRv5pUfgKkqRwltW616wCXbADuiWvuvzEUueyTSopot3WZs3MiWZxCcuZbdVYcdV1gBJFhZqjreon9AzqPKwmtOFhRO123odXD+4U3E8MLqGxC0sqkSGZ4SqF69Z1q1kDpIZmJssTgKID8zKNRh31OOqWXKFOqAtT8hjbqXUksZ2W59gZtiUzGtUhUNMMYSNRaYXjpRg9Qu2Imp00xwa353lT2vu73xWfgc9Gj2MKT+7TCBMxjdSiKIsjrpVkGn1ONHKIt+OrrmO+MJVohdAcMTmJ+LHHMA+AXKye/W4BJZOTmqDG5Dh+ck2gzobVfiOrYeshSh7rkRFo2q646iHblPWx0dW2OThrVAhfII9pNks8W8f5mZnyStKl8rBBUcXPMG6gGGTVF2J2trjJxERxnWyxR+tr1m6nJlK2RbVSqk+Gdo09e9JvPtqmE8x7pl1yZqbb5KQPWRVbzYLZXAgsQKuF9evHS6+M1bK4WJSLfYq3jOOiatg9+E3fsFI5tO71HZAhK1PWjqKMkESbz6qCIIrKzmh8oCRBHfOIGvX8UOv+Zv2elMfnx6ncCxGaJCmvIM9nVhUsL8xKtdo3RgAuLCBaXER08OAhqIkcxyIGl9BYEqNSjkSHHzXqhqb3GeysNKQ44ViS3rJW9qkJaWfY+bisrl6Mv9VZRwdeq1Wwo4vNFqzXQSEPVFvByY+RVTkB4BgIFHKN11CupISmpA2pen7WEw9WcgN0r05up3eNBoaGujU1o6OpXA4l14sipNoZq3LTwaHZRG1qKl0tG0bjgrI2Zh6Fc7B+IsjSG2pi0cxihrjaMTM3S9g60HrQlLRWI0NCw/Bi+2J53ThO12kSP7HQ4KPrfZWghEbva/17+E4V1rai70UGN17SamdYVyE3Cj56aRJPFk9iqctc2/7K5wo+tDx7la9Hq4V1zfHS7pmZ4hDtN+rTqhqPUJEWF022aD5gKBSMai2bDTPkCDw0lBJNatGoURsaKufnYkGyTw1pGDl921h2qyThaYp8yQN90FBdhvaJVjGvB2V+PJd9jgJrcRGo1cpOhH2Fm5z6icElNLpkAWFVkkB5tA2RmZAq0yBE7gvhX0FqLBnpcf2eN9J9Id0uBZgVtElSmnixGnolRuZvCiWtGt1mUbpmSECFns0ObiFduxVgZrOV05VVHBKcWo6hYqE79ZfptchdBONEHMqbYe19Ky2rtivdX3UO2XZeSHMT89ItYbBcKniuNqoq6ABpt1mNAEftAJa6jV5KHz1JUK67UKPmdp1E2MnDUjc3H9smQ6iYS60M2mFJbFjeKr8adZhVLBWeXVEPWv5DSuNQRWjsTexLtuWyFamZ4+lb01lNM44Tmn5icAkNw22qtDNUM+tvndqpZMmS6B3Y3Z1IjhNhui6o1YpJseK4hjpNCqFFKNUpWXODq3AlaAenlLB+B3oOw4K10DJbqUcdJFENw8NpNWhCYWta48xRq4YamF4ckGHH/GCPCCo1ifCGKnztyK5CTgsTpaHFVptuAzq0bLxcXa9phTeJ7vAwau12rm1hK2mjTG4gv7u0OeqnodfWdpe11TgqAmWIvF3Rf8YSCNXusV6pUVDtiJJ3nbmqRhPA/qSem0R4uion7KXyZ2FdaqK2qoVXaW9he15cLExOqjXS9pFts2Wx71bNM7SitNupViSKUvNxaRkERnbNzXVnMub9rXzQ0DoeNzNTzA6efbao20YD9fY+bNw4nke1ayi2iimbc1G5Bl+17RZ1/aPPpfXNpH+hDmEJAFVwuhgvfaNYcH12489nRRLD+0OWpBLnYHuxDu9VucS0DbMcVZNF1dg0m2Wz59NPw3H8Y3AJzfr1RY54FeC6tCtVp0p+CBm155MaWtOpBtaCZIYaS5UjOubW2VE19BHoniGqQOJxVaEalNIhT14eq5lLA5Ecmkq+2SxSl1hXgYqq6YpAtxEblIXNZpaqn4ODHSlpy6u6KStbGZYQQuVGWg5WrSVZWgdds0EVhpkPVjQzk5uQSFpi+a1zvEiOI+GxhCGvdEtyssFg3bricXl6l/8MH0gjazReWX2O7IC1fn3ZCUNfJtJ2oJYiXRaDl2H3iiIAkRAajT8OjWAkMUytQNahCZGs1sloSaxLju02fOQ4TrsALUm8dLsNIK6hru+ApIZZhLX8tkx6I73h3FxxQ4ZPi0CoARhvNJAktVL75CXVCqk8tQp5kfQdK5HRumX4PMmJPoc+FydDSvStbNGXoOQmOyZvq0mSO93X4hixZFe3wRSl56hiPpas2Xai57MudD//a2bQNWuA73ynso6PLFxD008MLqGxBvOQ+sD+t8cCeYi2dW+xvEE1nirjujS2IRWqFRQh2JmVDQ3Va1iprqTICGBdHTc0+FcVtSrcO/RI+W9LGHppR3ohUIdW8B9ytuJlvAv1m7Gh2lZTk+/Xkcrez7S7Ki4LINx+VmIWCJ0fONy6X4UULOXiB/pR6J528UN9hq6UvihXwBJlt1oLy0F6XsIyXvsclhSGKsQS44CZt9cz2Oh5PbSXqaqkodEL2BND/j16Tmhf6IX3KkjV7+xTQwdRVJ32wh7fdaA13S7nJfMY/V7qWfoGT6zXTwwuoTnxRGBsrDwzprBSr1bR3nTiseBYG/IRJEJ9OCgHdWZR5djLkzn7YNmo2lbhvmRyChTn6LTUPFgtTvUMGk6q1gOgvNifTnyiqBzUARQWPFWj51qbtjyramn40TUVQsJXtTNan3EMLHRXnVannqLKsLruiKKymVLeDYkJo5lqSCOZCAZjxig0NyQ8XRqaKlKTba+hg3oEIK7lu8ei+XJ4udVyqaAObdPGyTZlB4bs2ZN2uYlqyL4lql1jgg4wTBpoO4/NU6MmVC231dBl++JGqkTh+kd6mlVMsOvYMjNnYz1C+SFGRopFPLUPah3yO2QW482p4VEfPSmIkkRV0vWqWx6n1ss8tDtBuQKIkBlV1ai2cuwEg+ZwjSEPaGTy7faaAWITReVJVBzLQqu9yAzBCrDaWj3Htn3b/vX3wYPh+ziOOwwuoXne84pF5qKoO2GeeupnH7q4AN3jv4XK5qr+UoKqtK3kPXCgbBhnuZVd2OgK1UvrPbRwFEw059j7ZwNiFI2V8sdo8azpiUsiUM5reLdWs47fuWIiRGY0Tb4yEX0OVrTOOsX/pBOPATNFoIqG8QL///auPsius6z/cvfs3Ztkd7P53qQfiUyLSaUNkJgQqsMMzRCww9ix2opVYujgiAkWIh2sMqZabZER5MPQWoWqM2SKdaaICIUYMA42tTS1MxSYIrYzCTUfXegmu5vc3b0f/nHO75zf+5z33N0NuXubzfubuXN3zz3nPc/7vF/P+3y9bji6TT/v8Je2sePHswdMThINzx5AJsjUkPnOVOBqcEqAmz7At3opw5KjAWJzSClW3w8N520mPMHaprnXcFsf2FBAJjgmfLSaflqBRkaAxYuz9U2LShdU7fw0cdARRzUzfIk6iRA6oCz9Sb0qFTeaW5tpcjKfM0llEtLsyMu6wPX1ZQINEBekvkF2oCvf9SRxIKsD7V0JYxsoOUGNKnSzaVUG4rBQlysKM15NpE+wUKi5Sc1GHDxsA+2XuvkjX5QPPvWYD7UaKpIY0RFkOB8U7SCV9zrXceM2nQlbpSgyc948P61tQchD007MXYGGJ8WqsV2354AzGGla8qz3APzJRKeCMyYrnoHPicPuoqzdR59R26+dUH2qIStEFOyAyBpueDTvjN3U6ASrGzgbtKOfNHuy0kdhbnw8E7p0obC+QzpRSuEs1h49w9f4op287eITfCW6SU/YpjamhkyYaUDCtOExOel71GkWcLU30jZRZUE20ddqrp8Kv20WPl7XVZLX+Q7ViCT8VEFGN+q1WvwKu0axCiXfJKv+MTY5G3/TA6v0OV18iChKx0sJDfT0lJz1Vf2K2dUrFb+iz7DY/QGIhRr6wnjaJB0AdrzxpZRIuroyx3wTX67DXtdYXxg6v9WK7mwUFK2ECV9dLXzMUo2O7bf2fl/bmXFfqk240pudk/RjQ8y1bJ3ffc5GvjpagUZ3O7OC4EPTTsxdgcYuHDoj8PBJIzDo5pBjySo7CE14qq/0kZD+o9oAneh15dCFXGcz3a5Z9bz+3Wp3Yu9LPlEle40vfFtfr/XSnaW9rmXFO3hDJ1GUHdn+rrt2I5VElSwXGNcam4EeKIySzguOVohM1DrlajUVXKiVofBSQyzgaHRT6kBsNIHo7S2Wji2T7W/6YR/ydVZ+23J0TBhG2O6n0CLYVTMZs4SStplPm6iCjM9caq/5Vm3p993d5Rx7ipLgsm68v+Wa71vQfdoH7Y/TESA80ofNaajrtI8M+6zvekqjbz6wHvv2GdXa2cnA96xv06X8sZOHvc/Xn310F3XIIqHKxxi9Xyeurq5Z1tAEgaadmLsCzcKF7gDSxYQfGYzc6KrSQDU0QH6904mnYoQCiwmUES1bgdLAQHzT0FD8g2bytVtkFqjqVSVIhSJV1+ozqnvn8yajV5nZaZMQbtaL/jF6cLLOVWTnokVuXSlcKNvTcGM1N5Em1pUJ38hgHnCo0DZN7AylSgX9ERsiwkTiIkkTItdQZUtq9akJj7nj08NJu7tjE0R3NyovvZRqFnQKpYCjfjMRgBLNTEwVwMzUAwOxzcSansgPqWOq2bL2laGh2MShKXtV7W6dnQiaD6LI9ZOoVFIlmQ0uscXQP0UDgMp8J5muhVDC1L7HyBt78Ja2t5WWZRz09padpI7z52fWLZU1SK9a6zRhclo2eW+FMe1vtt8CcVvaxdUXYaPvQda19PQLjjvd73B6UMWhb8PhmG1IB81+zLeiGzlC+a12sK6uzCFO1a+2vXxmKPKFxCqzrQDj0xxzElbhV1Vtvjh2X6ZHn/Cm6wDD9IIPzZzB3BVoqInhzMakMGqEFjU/HSHPncsOKa7V3GhiTp5Fic98m3yz9iKKyuhftsxNt1/k4KkzHZDfvdjDpNRzUydZEsRnx8bcjKjJcwzh1sm1Xo/nNZ9CgfPC4sUZeZy/+KrU4c9qaFQ7xb9t6DonKoX6KLC+9CdJCC8nk2mlkmW6tTva+BBIuDwmn7WBuY02YchRsuKoxqasSbuAbMJcuDCbQJcuzYQaVd/72stqBljf0dFYMOBRB7ryWeFHK80GoaaSjEneVTcytcKu62Q7rSxOPh8VtMlbTWrDvkf+ErpQ2cEUN2haj3IlPhvJajV8WiareY3Pc8rXMb3ZtgtfQqGMv7PPKMPsGLUq3ChKTHSZyUyVBep7q2yZKkAu9376KKkg4Ctc6dM06NzZ6Hgr0qLxk01y6beefVepJE74Ot/5BBpfCoci1RvroDzXOvqYxnZbuDCu56wKNEFD007MbYFGJ0Td0phdK/1nuIATqlb3jSfdBdpvH9JJtuKZsXyF++rEb/3dZtG1v/vKVYEifc49xZiTrHfihH+uKKpOTr1MxloNjO7atV6qUSgqW4U2APbUau9z9hmlh/1GNRlc8JLswU6WYLUh8H4VlFieb3XSzjQVzXax9OXFt/cqVGgoKN4qCqciJfewbSvdaU+VXMUHa/Ko1VDUvlaRYNEyyt2Xkdp3D4+w8MEyxppNkZcFgMwy55tLWnUNrw9TEax2g9/T6XvTge1/MqfUaklUmX23r+/6MJN+4xOI9W/d4ZxPfzxvBIGmnZjdg0ZnG0xTOzCQ7ZKXLXM/AwM5LblPI0pt+vBwnFRyeDhOBGqPqeFuym62iclJuNoh6stVyFIC7EDXBVidLqvVzAyhundLBCsyNpZVaGgIqFZRjho5IWb+/NiklLAqZac9vJJyIjU2ZG9vLzIzBKNyyDTagzR8lwteUcQCf2MdWa7yK/nWuhAlNOIFQBtVG5nqOSCr0LJlwPLlwOWXx9/JGWA0KZW6u+OdATUvy5fH34OD8TNXXJGZOXmdh6La8BbtTGwv0qI2CZuyWutiBVstV/mq5ifT7diNNOqa15h8kXnaogjue5SnanKw5k5qatgH6vV8Rj/tA0Y4rNVipQMtIzqs1GGd45GaGrI0pdsurqpN0rBHhTWvOYXCLY8vlzKXLYu7AceVT2OklhEr/DhrsNV02AzcbCiFNqDOCUUTl29TaPmhfS/5W4WttDhfXywSanxHoFjtjWrM1KVAJyvbOWh+C3Dw4x//GLfddhv6+/sxMDCA22+/HaP29HmDarWKXbt2YenSpejt7cXNN9+MkydPOvccPXoUN954IxYsWIAVK1bgzjvvRM209fj4OP7wD/8Qa9asQU9PD9auXYvPfvazM6J/7mpoSiXXxMSOLDMI1aGcl3RusjKF1YL29MS/WZecItWwbqqdtOvd3ZnPhtq/dXJQDYRCBQAgnpCoSo0i147NSAuCCxqQLTyVCqJoAbq7swAPPYiYZFUq8bpDeYpVoam9XItP1E6yTbiChzWVaL1U01Cvu7k81AbGRtKIH7vgRxHKAxXMn1+ykdd5/moHUFOgHolhtV4jI1mbsR36+rLouno9Fma4WtVqmXB0+eVue2vZCT/iAwcbrkCji60KLboo6WJWqaQh4Cl4X09P5scjwjTXw+Fht7sw8S2LXrw4SzOTlsuyKZSwbUWgqVWriGQhaQDxOVl0ygGyNMmAa45Uv7eEVl5mc1EBUavlTTXsOmRbTqABslBz1kGT3dCng0KYCjwkwILlk1kJr8tIzC8kplLOyRy0DirvebuzplvBgIOTghRPYGeh6tVtBVw9TbZILev7zQp1zqCTjE12p6gSpvKZ5dhoPP222tQWPkvpOGF/95nfZgWv7LDt2267DcePH8eBAwcwOTmJnTt34rd+67ewf//+wmfe//7341//9V/xyCOPYNGiRdi9ezd+6Zd+Cf/5n/8JAKjX67jxxhsxODiIxx9/HMePH8c73/lOdHd34957703LueWWW3Dy5El85jOfwVVXXYXjx4+jMcNztuauQOML0xHBZqJWcsaW3SD4IpzshOPLd6co0qDWapLQjbQC+d0IFwTfrsn6zyiBvjAJWy4ryEOokvt9mlrd6JOVnNMtWblFQp0bqFnQ1PczhRXyfP/7hL/plqUNavsNr3Gl1BB61pX+NuqDQMGCk6jP90LpsLt8+7/N+uyrg6+e9m9P5IoV5Fld64eipKRF8IINvZZ32umJztQA3D6tgq2WZej1mW54XaeAInYU8ms6piedJGZiLuTC6mwk8uazVnVwSLNtrzzTDQ8L0vHfqt/4CPL9XVTPVhOgHXu5SnnQqk18u0g1cxZ1lFnHKzdT8Pe+9z089thj+Na3voVNmzYBAD71qU/hF37hF/AXf/EXWL16de6Z06dP4zOf+Qz279+PN7/5zQCAhx56COvXr8cTTzyBN7zhDfja176G7373u/i3f/s3rFy5Eq997Wtxzz334IMf/CDuvvtulMtlPPbYYzh06BCef/55LFmyBACwdu3aGddh7puc1I8h2XGfrZZS7TcFGj26ROcEbsB9448aWwaZ2HlCwclJtebOANPtpJqVfOqiVjCq7ZbPaEWT8ku1iVTborIgo5mocLDneZL8SgV5Ox0/ZLJKhvyfph7eS7uGtqWaYWyDWOEjuZeXixy5nTJUG+ATZlhxamI0aomMofnQqr4Zqq30WWFbOodjFrP8sj4w2j8sb6w2R8soWC35GJuCMqhakQhHa687ai2IHyuET05m+9XpCLfyYvq9Aa47hCZA9glhphj/Ile0yKuDOF9itQ32RSxX+75tJ/jnC43M08A7/S016fgmHWq+tE1Ih9XOTAdWSLU8sv06qbszjHy7R+2X+i7ySydYJiHV62wbTlw9Pe6mQ9cBnRD03RcZzpw543zGbfDEeeDw4cMYGBhIhRkA2LZtG0qlEv7rv/7L+8yRI0cwOTmJbdu2pdfWrVuHK6+8EocPH07Lvfbaa7Fy5cr0nu3bt+PMmTP4zne+AwD44he/iE2bNuEjH/kILrvsMrz61a/GBz7wAZzjhnuauDhbczrg4qIrb28vzmJB7hRhjWzSpLXWBKWw/+viTnONBifp3JYmluJNUZQdd607d99ixt/orGoXAr1fBzCfUXB7zdUrIXDBwABqiQYriuK6keaJWiktmo9wfoijGBou06IoczgaHnZDyLSOvJeqaj3ZkxMT6bcLIwmyJ1cjo59oIMmZQv7z/WoG04dUANNEXBRg2EnOnctnA162LI5q6uuLy9fTHLXt9XRndjz1M2J9+Bv9ULjL12dGRzOVClWIhidpvZSWWs1ZV+g/Q/IqlbgJrUwGGKdUrrYqFQ0Npe2uwotmWC5xkbLSp08SidwkgLxdm0yHBllLNvv8VZwKFS26FFaBuD71eswoa9tSfkdRFq2n5j8lJIqjLC056lrX15cnp1KBy2ffRGUXboZm6zNKE8FyWqmf7f1WQE9+L9Um/NFN+ozOB1omNxrMeG7TgOsmRPNFWEbVapm/IqXDjuDCOAVfccUVztW9e/fi7rvv/gnKBU6cOIEVK1Y416IowpIlS3DixInCZ8rlMgY0uzaAlStXps+cOHHCEWb4O38DgOeffx7f/OY3UalU8Oijj2JoaAi/8zu/gx/96Ed46KGHpl2HuSvQFGhnRl5y1yBVUOh44YayaOOl48W3QVNhRp+LIsRn8ugFni9FL0YdlJxwfDsp7hJ1S6qmJ2oRdEeu4CTBU7s5yfX2giHcQCLMJAtrOZmoenvLTv3SuukEq0IKM68qo1gvvpsCAiETvrPg2LS1VkOT/N9AydnFNlQhaTVh1sGCPF240K2kSkcqiNgdIJ0R6bHK+mg9hOYGSihV4PoVqD+P1a7YttdOy+tcDDxamNzuOIE6ztLlg6+gpiZXXK4TwG1XqkLV+RuZN0Gax6coyaJNNAn/Bt8bCAW3q1lWpjPgdAQaNSlyzFozr48XfBmzBheNZ4F2+VJtApVK2SEpLV7PPyrSxlo6VP1cRC/vLToVU5mrk54V1vWeAu1UCht5qeZ00q07do4DCpN0ONLQe0VfXybUaLRXaTYNFRdGoDl27Bj6+/vTqz1MiujB7//+7+PP//zPW5b6ve997yeg6SdHo9HAvHnz8LnPfQ6LksRmH/vYx/DLv/zL+PSnP435ejZPC8xdgUYHZzLIuKDpGqbjzI7zViHbhI473bTo5KPXW6qIgfzRDEXwpY3XEGOgOJxX32OzDicMqPSWW9bbtxmLtTPykE5M9rwhO8laOn3XLGyMvdznCC9JA5TQcK9bqHqek+TYmPu77vjUfqgrkDoe8ls1Ivb+lMRyLNRYTYrWj3y0Ccf4W5HpxgqFlg7krROW9XZTnj5qy1ZwIJmdvtcTwCfUt4AKKraLTNV3c5Vo9YAPmkun1YuKBIIWyD0iBGuzpUkX7bgpeDaFj2G+fjETFL2n1f9F1xRFk7Cvn+vY5eZOBX+7qeNvF2G0U39/vyPQtMLv/d7v4Td/8zdb3vOqV70Kg4ODOHXqlHO9Vqvhxz/+MQYHB73PDQ4OYmJiAsPDw46W5uTJk+kzg4ODePLJJ53nGAXFe1atWoXLLrssFWYAYP369Wg2m/jhD3+Iq6++elp1nbsCjZogkg8jE3Xzq2Yma2KyFh+7Hujmhpp+dUuweaZ6exE/ZCNqfP4MRQuERjapGYbmKk0xz4oy6RyTC6pmiKAZI6lUKYoPR2ygBCctbjK5lFBFfxShd3BB5u8xKkyjaYRqeTWfsF7cuZMnynDewzpRkwRDC2EbKkFKW1Lnkkc7kvKCoZyqxqaagu/SqCdqYSwtUQSsXAmsWpXds3x5puEx2pyJWhyJFTdpGUt4lLRV+42OZjkDWA5jqYeG4t/IM/KEEW/Wr8fTz1r5GdnqkWVRBJytlrCAR3rYBbFaBV56KTXn8ZiIrH3km5otnoKpY2ByMmsLZK4UVilp6dVmI1lUXp07B/T2lrM+oUzQfqgaCEpRHOyqdYoLdOuvx3SoHcws0Fq0XlMhnEJMOUqeH62684hGN/Hd9XpMExnlM01p/7B89+Usslod38cnYOnuzl73gWH8VqhRYUa1M7qb1BxNbCvOfSq5n6fQef6Y/Tw0y5cvx/Lly6e8b+vWrRgeHsaRI0ewceNGAMDXv/51NBoNbNmyxfvMxo0b0d3djYMHD+Lmm28GADz33HM4evQotm7dmpb7Z3/2Zzh16lRq0jpw4AD6+/txzTXXAACuv/56PPLIIxgdHUVvMoa+//3vo1Qq4fLLL592XeeuQMPwWfrOVEtO2oWqmQso2NgswYT2fzu21QWFG0zdwHG8AXBfPpXExMnFLtw6oBniShW43sdJjmXRjkmtge5M6FRmVoCSnaRUfYzknCI+x2f5bua6UYlRtRRWRWYlRN9CQHBV0oaQ553FgSYhha4gUZQJS3qyOfMYqYMyz4Po7s5SALA81qOrK849w0Q8Pk1Ob28caSfyXOo+dNUClGtDWZ0o+GkuH1aOAg0/GjbOess7HXpY/+QePaez1RzP37g+VKtAZaAfJV++ilotFrQSnkbIBJqcrkxNdSp0Aa7U0tuLet3tstxQED55hGBeGha5oJV2iQXwnuHhPCOsaUTL8/lqaD+H+6eSQW0ui3TC+HXc8EN7uZ1DurryOzY771CgsQs+tYFW2uJzWk+dK3ymJTNGpxRqarXs4FrCJtu0G7UilaJOzEq7VUu2HbMv0EwX69evx1vf+la8+93vxgMPPIDJyUns3r0bv/qrv5pGOL344ou44YYb8A//8A/YvHkzFi1ahNtvvx179uzBkiVL0N/fj/e+973YunUr3vCGNwAA3vKWt+Caa67Bb/zGb+AjH/kITpw4gQ996EPYtWtXair7tV/7Ndxzzz3YuXMn/viP/xhDQ0O488478a53vWva5iZgLgs0OriQTWC6JtsoiFYWGic8tQV0czSVxSQl4nzge44amyKzU6tIEp28rZ9L0f32W//m9lkZOxXsAjIlAz30+K5PVReFXc11cbCTIaVULgj6jN3tmt81O7WtZrWa5PDROqnZzteBVV1B7Z36EhQt2kpzLX9pOuxKu6Ld1bMO0+3jRVmUtaz8n1N2D/u7buSnxHSYcL4oIKDwlXas2b4AeP2NpsRU9/r873xl+PpYkUAzFdSOz/6k/mLTgR3zvsgmO1+2Ha/sPDSf+9znsHv3btxwww0olUq4+eab8clPfjL9fXJyEs899xzOnj2bXvvLv/zL9N7x8XFs374dn/70p9Pfu7q68KUvfQnvec97sHXrVixcuBA7duzAn/zJn6T39Pb24sCBA3jve9+LTZs2YenSpbjlllvwp3/6pzOif+4KNIsWOWHa1M4UCTDqDGmT6OkEWDSRapCGT4tTOGaKFntdCO1OR3O4WEdQ9eJUAriNVVDbwPK4s+JOtFZzUwIXTaikg3/Ttkd1l030RdgG0V2Xvqtaze+MrYDB+xLtRVmT7vEelsd3Wz7zHjU78ZA+hvdY3nJ3SOdramg0BWwUoTGwxIkGokUJcB3IKbf0a9sDmVM1+cQdMLNDM+qGaCVEsJ9I3RtRGdXR7HUazWSbl77dVPKwadMDKnXgeBbLGpCegZWCjrY+QVY1eeKUze5qx6VdW31KRoc0pZs7F9v/iJdfzudR0jBup6LmZXqP9utaDaXeXjc3lUHukFLbD9RxFshrjewESGjgxFSqORUQ9Dk76Vk69XlfmZzD7ObLd3+RUKMTubVBat9SrYxqKgMAAEuWLGmZRG/t2rVomrOvKpUK9u3bh3379hU+t2bNGnz5y19u+e5169bhwIEDMyPYYO4KNEuXAsuW4Wy1lEbkaiSsmp84fqzZCfCrgnXccowUWGxyY7tsC7Q7LPsyO+C6u7PwYvX1AOKBSiGFk65Kaprqle9ROs6dy1RLqja2GVBtpfRewM2bT4ZqHWxcfCuBxqrIORn19WWLD1XiGlmldCrd9m9rGqBAx4nRZptW2jR5Hp3m+P7BQTQGlqSXTvwQQBJ11dUFMDM4ZSR2gfHxxA95oJIJWozuUH6xLX/4Q+DEicwsxbbX/qJ0Kd3SB9hc7C5qeSNbWAxZza6W3qd2XIVmBp7MTiovnHx8Ggi+VBwPNTrcdmu7PuuQmpx0E+I6dKsjqQoNbCANX2W9rKDLfpJEDKaEaJIclsl3a4p+M0dEEdx7yV9rcvIlzOIcYSMMeZ9GgdJfbSotGRmsz5FQpdOOa19ZVpjR3aTOX2xw5TGh/jK6wVNBhhnZaZpS2mf1cMpXbmK9uYC5K9BUKmkCPR3LKsBwnPgSk9odn0/uIHTMthL2azX4OV60m7Y7tqJBDLhJpKgitplXuVhHkevASOJY/uRk5nvjM5nY3asKNCrsaBy8Mkif12+to/2NZfomRl+kltLho13rXMRj/q4Oh+p4DWR+NsrLKErPCCOoYOI60CpjftxPDF12QSJPNKkSobvzIsjCySNA1D2LTW43zqSvcBNtd+We9mrId/qrzeViF96CjJUck75Xskg1F5NuR2bQwe0TerUvqQqL30V+GJY5qlW0AryqvExFctFMPrpshmaVkAH3PCe7odH+PV1/Ep9mRuut/aBVfyjSzPBvaz4v0iDZEFXlNWETZlKomWF6/Z8Mr1wfmrmAOSvQTNRKQCnvZmAnZY4bQq9rbjIVVqxJt2gzo0jHtBUSdODZCAg7Ierkzm87wLlbtHZvFT54H80jvqMXuNspmrCKBA5N3mNXvCKBw26zrVBBqE2vVnPVyFZYsqaPVuVOJYlqNJm+izlJPPaNiVrJ8WXUEyaUTF80e8v+xB+5C9bdqIZH22+PMKDXtEmUpqKoWatQTAUDLRvw8lUFmvToA9JuF/YCgZPDJorycptdz4oyIcyfb0w5rfLgWIlP+wTgHiJl+3grU45vQppqQvEJNz6a1aFWE9LZ/m7NwT+pk6zV/FqttH1/kUAJuA7JRWY9W6bvfb4P55JZFWgC2ok5K9CMjgLlsjtJq9nJt44SOh+o8KKb4CiKhXsGleh1C2duV3UnL1qTStFujLsstRHzfxLIaCf6SRBaYS4YtVpcgb6+TJXPLa1G1mjUiU5UFGB4//Cw35yki7D+picZW8cly7haLQtX5uTFFOcq5DCSiqHqlmalA8h2atbmT1p6emIekS+ajbRa9Z7mO4EyXn4ZOH06e+3p0xnrSR5fv3hx/Bud+RcuhJ92TZJXrcbh0CyIfKjXs9w5XGT5YraXLg61+ETk0dEShofjIk+fdllFyyGFexbHrlGpAKXq2UzAUk3AuXNZP6zXnUR6gPjS8LmRkWxh5YtsPoQoShVjQ0Nud9FmtSxUF510CCYnzaeHpvoW2rGx7MBKpkcg9DgEPkOmVavZBGHDubVvR5EbAWh/Iy/0Y+cNrSBTJujpoSpcWQFc6bHXCSscWB4VaJdyZfg2D1oXq130aVkI3QCqQAZkvKSZjzmhVDNDH8tTo3la24agoWkn5qxAMzaWCd40O1lhxmph9UMNP5CNQ7vJoWzSanNvx3WcEVYECmv2sSpp/Vsd/mjrplrW7l7sRECBwYYQ817V1Kh2RgUTThLqqEyVNp2A1XauDGQ9NPR4ZCR/nAEncZ+UqaHcmodH/V94LxdDzeZLWixvixqRNPX1uSsh30cBSwQamjlPn87W93o99iXVE8zJJvqqaNF9fcjzzZolyUeesK7tzZxC9DPSjm0XioQvXIPZhDQ3UY7UR+xYqVSQVcguMqZv8rgDJN9lmEzBFMaYvdqaopDRYuU9Xdc03RK7q6aEcYSwajV+L48FUF5ywqDATgFLBS3tg7bv60RCaH/kWOa1VhpR/VgTmC1bd29Fkp6WTzrUz4ewiQ6no5L21cFeZ/9QDZgdh1bIA/IRfOonRGFdvzV6zgg0Z6ulnMtXe/HKjnK62DFnBRqiSJNp75nqd9/fRfdYFI7/Ke0LBj5HYML61PDvVqpu385G/6ZwocKGfut91oFvKoaqH4ql1Ve+/V/NKxZTmZBawbaHtVdomxk1AEOxOS9rwIV1byDIsummBXBAHqjGYHIy034oj6fq5HC7g924F2HKiGzbzgmcU7b1Xl+BHo1C0dCZToS4l8/adwv8daaN6UwYhPq6TVWm0uSb1NR0ZAUghY8BPnNbkZbFR9tU97QbPvptmLYdvy0eDbg4MWcFmvHxfAItm1eKmxjAnQfs+q3ro2701ee0aO4APJncffZcQicqfTEXBvWN8Xn1q+lKv60ApLu83t6YGaTFhs/29Lg7QW7fVaWtRzKzfGWa3VlSja+aoYULs12qamRUgFBow6qmiw3CnZhP26OwC6Y2KP8nTWp+6+1NQ7MnUMbocOajy0CvWi1WjvG6buTJFjWbZPnkxNRA52ouWNRu6S6f98I15zi/A/lIkUoldxwEg6qoXGAXabnpriHjCXmlZoTkYwUZ/p9qaHR1qVSywwSNCbVoXSWLbHfX5nWOvfENWBsez7HHnX5RmLb2G/Zd5YESzX7Jv31mHC3Tai9UeKGmlp1NG06zc9v5RuvoE+RVo2GdgK3Ea8tQ1aMde3pNtXq2TaxWSCdnX64tIIsm82Tk9m1AfEqh9iKYnNqJOSvQqNaXGmM9lJJjnj5z6iSvvn0qU3C+oOXGan1zk2UCm9MjHWAs1LcdtpOGCi86mSbq2nRBoA8Cy7cvt+YftYEwrJG+GFbNwL9ZtqqKab9Ts5Cvfqq+f+mlbKLp7o4FGoaOA26Kf+WJlm2lShVIWHaR1sjyRMtnY/oEmoEBNCrxkQ9nRkuoJWvG0FBsWmLY/9BQRiKFFs7HViAGTB/R+umJqbWae2o5Ua2ikfxfgxFmrG9SkTANd71Ri4UK5XZtTv+2YbysYCKokIJcDhqllfeTNvZJtSGZJtOwd77SNptWO5d4VDV+7OsqiOgmwfqm6VikY5HaEHWCIGO1X2p/VUHQ9llrktHFnf/rxEaTJDtYkUCjdGmd6DtmBRo1uRJWmNH32PrbOqhaUOul6SMUVvixkzXDs9XcXFAHNi+t5rODINC0E3NaoNG/W4We6v9TlWm1urzeSms8Iw1skf7TZ25K/qdfQpnP251uESE6oeiEylXCRxsnJTqcFoW6+v5WpnOhoFbJRnrZ54omYp+ZwiegWFqKGsVO+gVCTzyHu5FMtZq7OVZ5y8dio1hp3QdttJKn3ho9NK3zg5M6+d5pu0YRct3MtpHmQ4JHezRdFAhglhal97zMeMRUk4E9x8lKo1YgsYyyfdT3fpXELD0++qxd09eIRe8qKlcjCX3wbVy80m4L+OpifZl897cq2/rRtOD37GpoAtqJOSvQAO6uTdcBbng1eSbv1+zyFr513i5U3ODZuYTjqmT3pnaBajW6Wtjbvf4I/Lbp7+3iYJ0LuUrrwCdtqkFRZmoCE62Xlmt3Y764WiDzp/GpylRI4fut46VOrpYGwNX4+CZH1aCpqlp5WMu0MXyN5hOk2Yms1UTHWk0gVlTRB5bkRnpoou1YzBSZaGVK9ToaiTknl31X24U7WOVDpZJbk6wMSAWarwgHuhtmgQIrzBS6N3KwqKbQQDf7RdHW/K7VXCVFTluqA1sL1r7T1ZUPhWdkoZ5zotoWOxaAvPrIZ8ZROnSMWiEJyO/IrMrY9l9VCRJKpxUS1PSk91o6ip4nrPlpql2genDzXjVp+4Q87aC+Tuqhbfb9Z4KGpp2YswKNmps0sEa1yXQB0Yjhol0pxwJDV4FsfbfaVR2r3ImngRB2N6TE2IPYWMAUW4hUmLFe/8oIjXBSXTxXW05aVDPzlGaCtDFLMYUr34Kj9aIjCevCbKxKL/+2s4v122EZlUqeT5oFlPcpLbymv9vGJl9oNuHkrwuAaDVOnnRNlseOxecw6iHjInvk+gg/TBS7bFnWVwGgX003zBA7PJy9pFpFFfBqP0rKXwoINoNfYj4beSmTV/U27cNkuz3UmPVZwBuYy4A3CG2kLwJS8xO1STl/H9+gSl5M3wd7cLRP0aDyA1mRE2iAbBFkY6m5TKMJWagKBvSpUXMb+cv/6efFCLRKJTsaQwmyQgmvaRoCQictmn3ZT8gvX9k+bQq/6bfkiwxS2I1AtZqP2FTYdiRv7ebGCh0cIHYc81vfo+HZtgylt6MampApuJ2YswKNNYXrWNZrNpltkWZGvwnuDnUTwXmF86DuINMkXnaXo5+ZbBnk3kINjU7EdleoE4U6D1ar8aJkz57RbLUaw+6DlksTFZ2JiyK1TJ1S7ZJdsaIo81wl6AWumhw+YydfO+FZ2F220c7QiZZV42tOn87SmgDx2qXh2+wPSgL9a3TtZh/qn2/qwB8TYaaGWDCwU1wZBSYdO5kndWEXoYmGt9huw80vf3cUFt3I+halfukfSiMFmJwARuhCWhBx5FNoWgWAXmf16WKR44lWyvLbqmWplVHGWQ2lSlEsSx30lSirQdHKKC10eOVkYytsd2VaP8sgSyu/faZm5RHL8Gk3izQ0SpNqeFvBtodP8+SDPROM17TMjiKEbbcTr4QWbitU2OD/+pveUyTQtNKk6j26FvOdOi4bKM3cd8BHkKq8gXwadiAz29h8Db5K2mutBKuiVcO3ayITVIix4eXWwXk6YPm2/kWTadFvFmaxz/0mHcGyQQVmXld/KzoequBSpHzzyon2YkGSOiL1o5nCuctHbxFsF8k5wLd4eKp+PxO/Hx+9RU1f1OyRqokUasKx1xQcVz5fMhUAfARMZVrWCvjGqy2zKEzbvr/VO30CSqt7i+6zm4mi+2bidOirlw++0Dabzl2+a1U/ewMuXsxZgYYLiSbX5aKj41+dOLnRKop0LtLS2oleXTq6u7OEZXE04YLMj4aD3y76rSQs3+TK0GfNaMt7WXnuaPRwNi1bV9lz52ItgIaD6CRsvVx9goDuqnxmKi4IFMJIJ+vDhtAEcDQD8Z0ahcR3U2LQEFqqw9V2YhtNn9WybINLXa1Zkx8qjrT6TFbHaPVaLT4Qnk1kN9L1OvJh56xLwr8GgAnE63KExCkcIuSo2UTrzZ2yCGdWSce1ms2hFgXLYqey6vcBpOaKUrXq+M7wM4FMo1RSjYcOUM2Aiexyq4RoauJjV6HlpK8PKEcNoGrGmHW446Sgi+/YmHvAJJ3au7rc1MkaZaMMI9+ts57dCNhJCfBrNtS0q+YmlqkmL20f0sf7VLtmN0A+v5vp7PIUvNcex0KwnlbK1wladwFFwqNP2NL6iZa1M8JM8KFpJ+asQFOtxoeoasSrzg86Z1m/BlWvW+2qBQUnK4PohMp1mBHNlYpHU6OLuS2I8EX0AO5M7dOEqK1ac7voiNbFjv48gBt9xIoWTZr8n2VzNadTiTU1qRlKHf7ocESzl2+yj6LsyGTrWGkbwwpebBBtXJ9gpgJUco0TIZCRS9cF9dPi7/yooKNRyUbx406ylrfiMMLINgo0QJZ1N4Vte3V8TYjQulDoohOwgk2vkVmqKXEqq2Bh3d1xor8EpN8J4Wa0kArt1WrOvGnHsw/kI7u1OjVXKqYCWhGbmEr7JeLTwkuqBaVgrnW34etKUEGdcpMMK6kVKaqkStPsgJorSU/n1rQKtr/39saSn7Ur6hgqYnarSdJXR52fVGjT++w8qIKV1daoppebJC3TzBGWvbOHINC0EzO2gFxs0EkYaO2iUqQUmU6n9/2u86Xv7/NGUVi2D1p5dTwoquR0CWxVKd/z3P3qAmt/n0m9LvQsVGQemMEudKr+U6/nD822a9q0XiJomI9eBzAtM56P3uncl/vR9gnC+GX46Mx5BkzRF6fLN7vueX8s6q+evuj1YNDwbSXKqt1ajZHzYjpcPhXxXwWEovFflKZhuuOxVSMUaU6mi+nyapqmMptIMmDuYM5qaMbH47OcuJDYucQ3pu2a5lsLpjIf2/KtYiG30SKBvpcoqLXQHTA9jxXcUdLEo7/zb6q97WyvRKs6AXDtdpZGO4lyxfYsZI3JSURcLCqVLOqjXs/+JuMZLeN7n9rHW8E2im8nafmtu0L+nmzteVk3upYt1Mz51ho+b4+BWrTIjVbu7UX+/Z7daFHW3ZSP6h0/NhbzVDq2r5+SRu2WahpTl6VKRcipVuNYdo3k6evLzDQS8VQTOmvIHIMjFbrVzuVZxEiLL0KR3V+7ttPUbCB+qwmIfNdQ7eR/r2ZVHYS1DDuh2ChD1WSSSNKj9jx+qxe25vcp6mgsz2rNlBGtJEPV6PnGfSuNje851YxSE91qDGvonX2f5Y3vHjpRa1RnMgFr84fEenMHc1agOXcuNjn5NMuqrua80iqPHMGzz2wOLZ8zpTX3qqWnUkn8HexKomElOgmRQDXVqIlK88Jo5dRJ2B6XQPh8VOjsoX4sapdTWElNJ2g99LIaZzOuIu500eQkIl0w6nWQqqhajTsmTwAn03xSaKvkW0XCl8++aIUGuyBFESZqWbiwZrbXV6l7BV+n63PsDlJHb29X2o8GBuITt/v6TIT1cFKIOoAk7UrBJUImHNTgGdAq1PBwRRIWRTg34lrfGKGnlhfLdtJHwau7G1kn/9GP3KPEaRaUPqD0lhCbzZD8HZFWpvYeGHCZCJcOO3bJZ3vCA9vGEWi0MRk1ZwUACipJgSXA7XPqdK9lpo0o6OqKBUoe56B9zW4G9FlWSIUmrsT2mAMtK4pc3xnLkCKBhGOSXt9838CAX9tiTcK+cgtyEzmo1eJ3so7WDOW7n3OPLbdedzupPE/5NRuPxSRdeASBpp2YswJNvZ5paID8dxF0IvQFPERRZupX2Jxbvvf41uNpEaXEqdNvkenGqsvtBAxkDo1AfrfmW8UKiTe/qeBjpD49abmUXHO0BVJkZGcZnxal6DcLrZ/V0LTa/ZnrdvPLvuBb8AF3DeY98W5wEqOjXSmbKK9Q4xBFEuKvhUZRTptnNTT6txPppIKcQDf6vnoW1V1JSkFBREO6CtpGTU2OyUxNjy3GhU9WtWjxen+lpgrzAvIaT9LLv33jhH1Oc7so8b5NghWwLc0++m0D+RrShpfPFNMxH/l4WFSfVrCdrUgr06rNPO+0e8iZZMoIeGVjzgo0Ct98YTcAFqo9ts/6tDlFzvtAwRpqIywAfxpiPqAHTxYRbO0Eunv0lU8ByU42qmXx7axUXU6oJyzrpXliurpQmpx0c5AYJ1FAcpLYxH0qIPH9ZLrOUNauV6SBaQWrVk/r6wbCEFQgAK6FRzfSeg/Q5ZCrm+70nE3tG7aecIUX8rNQS6OEkm8Sc93d7eYkVHYXjYEcO62qxPJZzE2k2QpjDa2r1rdFm6kconRqMVQE6n2phpTfNDnp9aJDKBX2HitMkHar1tVcNLZCylxqHygs6XlNNlRckxuxLO2IPjoIFeaoymqVL8aWYecDy8uiMijk0VNeB0PRTqFIW8NvzZdRQG/nhJiQWK+dmPMCjWpM1CKjHx3HgDumCB2vduzyGqG/aZJNxyRsCWABvlhxO8FazYxqZOi/YM9GsiolXcU0ayng2vGt/ZkfFWCo2ta0y6SLjK1UMlMS+eRSFJsckk+qYqe6nXSqnYbvoBBDxxTWVxcFK8zoBOhrUPI+eb4RlVGrumf/6fyr2jz+zqMRGBTGe+bN607v0/WG4dzLlsHtH9acV/Un1ZtAZoZKa6odkG24cGFs40r4QesIE9laWVRZocU4gTwDA7HNTAskI5KKWyHMTj4NIIsX52CpVLLIm6Sv1WRckiW6ttvu0t2dhXkPD8fVX2nDmWkqsxMCo674EsD1seELOHmo2UrNlowgsmPKt1FQcxWZTuL5oV2QnYtlkucsW8Pu2B/UBKMTHX1OfOPN1xl8AqcKI75nfGXpvKMf0u5LPNhKe6W8nelmpu0IifXaiVdCC7cdHFsqqBS5hOgzKmfYscJrdtOgC1tLzaxPHazqaIUORp+mhnaDZKFLd78+p2Fbrgop3A1yolQ7vgo1pIcTNuBOQEA+ailxao4SPwoA7qnQfA2AEndtFFZUkwRkizIlCn0nf7d1VD622jV6eNSIyo7gwc08i1IXBQoDdCfhb5rwOIpc4ZrsI2o1uAuDCiTJg76oppr8nULbn+0ljpKkaeHCTG6g8KU0A66PaE5GpHRjPYZJsxFqVEPjmJyshoa7eGk3G7inwiKL8EXyk99jYwCWmQWdMfdWM6bCu09QVz8x9nftLBTIeDSHJnrT8cO6WklRBRqGyZ0+nbUnaVMByE5y7IBxIixXyFeBxmrv7MGOKiBY2IlS61YkUFB4VZ7bXSev6xgo0mypdsYXcVaA6cQWBFwcuOTi11qtZb61v2jjNjxLWgAAD2FJREFUPt13tH2wyEx+XrL7VLsXn+rYHnbJ3zVBoE+naxhsF2WnM1rGWa3UVM7Avp2v794iCF+K5s+i16tQq2Q3m/EPXP+UVBus4n2RXbkTFPnRpLB+G4YfqvmfCZyjwyyPPfy2wkxJ/s8VWvS/gY1wUsy0yacr6OZ47PNR8+FCaAi0skVaEEWrUE37vB3jM+0QPlpnAmu6K2rQC6RpmSl5Fwb1C/AJKMKsCDT79u3D2rVrUalUsGXLFjz55JMt73/kkUewbt06VCoVXHvttfjyl798Xu/1zf9FGlE9PUDv5bdqXIBiCwbgRk/5svJ7B5KufjqYizQ5ikSAyKXA19wvhGo0uBvU7KaqrtWdEivBnaZGaZBO3aHSQVRVD11d3nOG9NDCEjMeq53OZ55TNTSlAU9W2ZRuGy5rea88lkW/EZVzzaECixVGlNTYgjGJyclJpwlo6dMN8unTmTUhFRCUft4omjibf0b9aPh7ugvmC2kmSfjLyz7LgpWDNALWHnvQiMqZ5syaNIzzdxqizTaH9AnfIqrMiiJvmLYODw16US2Tnt3oVNh3yqVqXhJeNcR7uqEvI4p8aQA36zav+97r6YO5xtGxoBqM5LDRdDyrBtM6A1vGaf/Suum7fc/odysUaVb4HjuX+HxoeG/RPZOTmcNaCycZneKmuLUNCAJNO9F2gebzn/889uzZg7179+Lpp5/Ghg0bsH37dpw6dcp7/+OPP453vOMduP322/Hf//3fuOmmm3DTTTfh2WefndF7bYSS9vmi8eITOnxrXatNow6QaSkGrHrU3qirpr1Ps2xOTuZNOBrCQpW4alEozHAS5EKkK7OakVQlbYUaFTyYHZhHHtB+kUyQyhJ7CrNj/rICEh07mPxEz9IBstPAPQJNo7Igb3qyfLaIIufVdiLUR7gWUJ6q1YBmcwzAOQATyb0NryxGNg8NxQLN+Djyan4SUq+jMTlZmEyPmYMdE44uTDQ7JEcq8CfN0g9kMpDKQvqxGp3RUWR+NPTHYt8WegG/MJM6iqtmQM1NIpmoEKndghsJa60hxsezaHCnMur3YjcO7LfIC46o1/OHuFqwvJ6e/JEC2lnEpObVpunEYwX8Wq1YoGEH012WpU2l8fHxzFStY9H3jH632iTYgaP3ksfKQzXZ2cnX+tNoe2laeCsYKk1w+9DsIgg07UTbBZqPfexjePe7342dO3fimmuuwQMPPIAFCxbgs5/9rPf+T3ziE3jrW9+KO++8E+vXr8c999yD17/+9firv/qrC0aT7cSUE2aqyZzq/pa/+yaAmcAziaaLmzoP27hE+38rk5Nv5Wb5rSqnib+sc8NUamwuaL6EgUWh6PbdHl7WapIhdJrCDM1NPnlTH7HszYqcADAJoJ6am4pIFuVL664gGoJWJsb0N+t/5Gm36fZ77Sbe7quLrnrYe+iyZqeWKBAYdIc9XSWB996pCkj6mk+InBbYn61pqpVqwAo1CqXV7sjs/UY75lvcc+UUlWXvuVDSgFWPF807bcLsCzUB7cIMl/CZYWJiAkeOHMFdd92VXiuVSti2bRsOHz7sfebw4cPYs2ePc2379u34whe+4L1/fHwc45Lq8XTiMHfu3Jl0cz8+DkxMxB9OapxL+HeplP3NHDbNpvuuRiP++NJkTE7G5fMe7hzLZWDevGyT0t0NnDkD1LhVHBsDzp6Nb2YhJNg6VihxJJAfAGcRL6EluZb+zgo3GlnF9X0ZQ12hoNmMFxTex4rxb71fGaefRiNmQvIbNQm6MERIQml5v9Zz3rys7lQrk1+sU1dXtlU/ezZz8JycBBYswERUQxQBperZuDFGR7MdHe+jJiSK0g5zplZzfI61yTQXG5tM2QCcAdBMalcH0ECz2Z1Wi9Ws1eJnu7ricsbGgDNnzrovY+GNBhpJyefgmpnGk7/nIdvHlZmMiSH81GKNjADlMs6MllM2nD3r1qVUysZNo5Ft3nnv6GiseJiYSNa++kjWl6vV+Id6PW3zakJzFzLtTC35pP1ABxglvLNn44FUKgFnzmBkpOQMG0szo5roC8t2YleJ+dvItIik1ZdHhrQ0m5hI6KYmNOK4sv2U/J6YiK+xDjZUu153n+E47OmJK0JTEbWebCA2CN9TKrkn4ur8Qfq0o6nUzbLIHJbDBubERdq6urL7mWmU19gQ7LdA/HuzmZXB31TryzGr/Yb069wzb15GMz+lUvyZNy+baEknQwxJXzKuJ1BOmz5m65lkqjMTfltgZ76ZIkhfLdFsI1588cUmgObjjz/uXL/zzjubmzdv9j7T3d3d3L9/v3Nt3759zRUrVnjv37t3bxPxqhE+4RM+4RM+4XNen2PHjl2Yhc+Dc+fONQcHBy8InYODg81z5861jdaLGW3V0MwG7rrrLkejMzw8jDVr1uDo0aNYtGhRBymbfZw5cwZXXHEFjh07hv7+/k6TM+u4lOsf6h7qHup+fmg2mxgZGcHq1asvIHUuKpUKXnjhBUxMTEx98xQol8uo2LxiAQDabHJatmwZurq6cPLkSef6yZMnMTg46H1mcHBwRvf39PSgx4ZcAFi0aNElN8CJ/v7+S7buwKVd/1D3UPdLDRei7rOx+a1UKkEQaTPa6hRcLpexceNGHDx4ML3WaDRw8OBBbN261fvM1q1bnfsB4MCBA4X3BwQEBAQEBAS03eS0Z88e7NixA5s2bcLmzZvx8Y9/HGNjY9i5cycA4J3vfCcuu+wy3HfffQCAO+64A29605vw0Y9+FDfeeCMefvhhPPXUU3jwwQfbTWpAQEBAQEDARYq2CzS33norXnrpJfzRH/0RTpw4gde+9rV47LHHsHLlSgDA0aNHUSpliqI3vvGN2L9/Pz70oQ/hD/7gD3D11VfjC1/4Al7zmtdM6309PT3Yu3ev1ww113Ep1x24tOsf6h7qfqnhUq57gB/zms1ZiVULCAgICAgICGgbLrmznAICAgICAgLmHoJAExAQEBAQEHDRIwg0AQEBAQEBARc9gkATEBAQEBAQcNEjCDQBAQEBAQEBFz3mnECzb98+rF27FpVKBVu2bMGTTz7ZaZJmBf/xH/+Bt7/97Vi9ejXmzZtXeJjnXMN9992Hn/3Zn0VfXx9WrFiBm266Cc8991ynyZoV3H///bjuuuvSTKlbt27FV77ylU6T1RF8+MMfxrx58/C+972v06TMCu6++27MmzfP+axbt67TZM0aXnzxRfz6r/86li5divnz5+Paa6/FU0891WmyAjqMOSXQfP7zn8eePXuwd+9ePP3009iwYQO2b9+OU6dOdZq0tmNsbAwbNmzAvn37Ok3KrOLQoUPYtWsXnnjiCRw4cACTk5N4y1vegjGe9juHcfnll+PDH/4wjhw5gqeeegpvfvOb8Yu/+Iv4zne+02nSZhXf+ta38Nd//de47rrrOk3KrOJnfuZncPz48fTzzW9+s9MkzQpefvllXH/99eju7sZXvvIVfPe738VHP/pRLF68uNOkBXQaHT4c84Ji8+bNzV27dqX/1+v15urVq5v33XdfB6mafQBoPvroo50moyM4depUE0Dz0KFDnSalI1i8eHHzb//2bztNxqxhZGSkefXVVzcPHDjQfNOb3tS84447Ok3SrGDv3r3NDRs2dJqMjuCDH/xg8+d+7uc6TUbAKxBzRkMzMTGBI0eOYNu2bem1UqmEbdu24fDhwx2kLGA2cfr0aQDAkiVLOkzJ7KJer+Phhx/G2NjYJXXu2a5du3DjjTc64/5Swf/8z/9g9erVeNWrXoXbbrsNR48e7TRJs4IvfvGL2LRpE37lV34FK1aswOte9zr8zd/8TafJCngFYM4INENDQ6jX6+mRCsTKlStx4sSJDlEVMJtoNBp43/veh+uvv37aR2Vc7Pj2t7+N3t5e9PT04Ld/+7fx6KOP4pprruk0WbOChx9+GE8//XR6DtylhC1btuDv/u7v8Nhjj+H+++/HCy+8gJ//+Z/HyMhIp0lrO55//nncf//9uPrqq/HVr34V73nPe/C7v/u7+Pu///tOkxbQYbT9LKeAgNnCrl278Oyzz14yvgQA8NM//dN45plncPr0afzTP/0TduzYgUOHDs15oebYsWO44447cODAAVQqlU6TM+t429velv593XXXYcuWLVizZg3+8R//EbfffnsHKWs/Go0GNm3ahHvvvRcA8LrXvQ7PPvssHnjgAezYsaPD1AV0EnNGQ7Ns2TJ0dXXh5MmTzvWTJ09icHCwQ1QFzBZ2796NL33pS/jGN76Byy+/vNPkzBrK5TKuuuoqbNy4Effddx82bNiAT3ziE50mq+04cuQITp06hde//vWIoghRFOHQoUP45Cc/iSiKUK/XO03irGJgYACvfvWr8YMf/KDTpLQdq1atygns69evv2RMbgHFmDMCTblcxsaNG3Hw4MH0WqPRwMGDBy8pn4JLDc1mE7t378ajjz6Kr3/96/ipn/qpTpPUUTQaDYyPj3eajLbjhhtuwLe//W0888wz6WfTpk247bbb8Mwzz6Crq6vTJM4qRkdH8b//+79YtWpVp0lpO66//vpcaobvf//7WLNmTYcoCnilYE6ZnPbs2YMdO3Zg06ZN2Lx5Mz7+8Y9jbGwMO3fu7DRpbcfo6KizO3vhhRfwzDPPYMmSJbjyyis7SFl7sWvXLuzfvx///M//jL6+vtRfatGiRZg/f36HqWsv7rrrLrztbW/DlVdeiZGREezfvx///u//jq9+9audJq3t6Ovry/lJLVy4EEuXLr0k/Kc+8IEP4O1vfzvWrFmD//u//8PevXvR1dWFd7zjHZ0mre14//vfjze+8Y249957ccstt+DJJ5/Egw8+iAcffLDTpAV0Gp0Os7rQ+NSnPtW88sorm+Vyubl58+bmE0880WmSZgXf+MY3mgBynx07dnSatLbCV2cAzYceeqjTpLUd73rXu5pr1qxplsvl5vLly5s33HBD82tf+1qnyeoYLqWw7VtvvbW5atWqZrlcbl522WXNW2+9tfmDH/yg02TNGv7lX/6l+ZrXvKbZ09PTXLduXfPBBx/sNEkBrwDMazabzQ7JUgEBAQEBAQEBFwRzxocmICAgICAg4NJFEGgCAgICAgICLnoEgSYgICAgICDgokcQaAICAgICAgIuegSBJiAgICAgIOCiRxBoAgICAgICAi56BIEmICAgICAg4KJHEGgCAgICAgICLnoEgSYgICAgICDgokcQaAICAgICAgIuegSBJiAgICAgIOCix/8DWbZVwrL6W0YAAAAASUVORK5CYII=\n", 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\n", 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" ] @@ -832,12 +822,12 @@ "name": "stderr", "output_type": "stream", "text": [ - "Operator `Kernel` ran in 1.18 s\n" + "Operator `Kernel` ran in 1.59 s\n" ] }, { "data": { - "image/png": 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\n", "text/plain": [ "
" ] @@ -847,7 +837,6 @@ } ], "source": [ - "refinements = [0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, 1.0, 1.2, 1.4]\n", "errs_max_1d = []\n", "\n", "for refinement in refinements:\n", @@ -859,11 +848,15 @@ "cell_type": "code", "execution_count": 6, "id": "e80219eb", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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\n", 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" ] @@ -876,10 +869,10 @@ "import matplotlib.pyplot as plt\n", "import numpy as np\n", "\n", - "plt.loglog(np.array(refinements)*2*np.pi/240, errs_max, 'kx')\n", - "plt.loglog(np.array(refinements)*2*np.pi/240, errs_max, 'k', label='Circular basis')\n", - "plt.loglog(np.array(refinements)*2*np.pi/240, errs_max_1d, 'rx')\n", - "plt.loglog(np.array(refinements)*2*np.pi/240, errs_max_1d, 'r', label='1D basis')\n", + "plt.loglog(2*np.pi/(240*np.array(refinements)), errs_max, 'kx')\n", + "plt.loglog(2*np.pi/(240*np.array(refinements)), errs_max, 'k', label='Circular basis')\n", + "plt.loglog(2*np.pi/(240*np.array(refinements)), errs_max_1d, 'rx')\n", + "plt.loglog(2*np.pi/(240*np.array(refinements)), errs_max_1d, 'r', label='1D basis')\n", "plt.legend()\n", "plt.title(\"Convergence of the 4th-order scheme\")\n", "plt.xlabel(\"Grid increment\")\n", @@ -887,17 +880,10 @@ "plt.savefig(\"convergence_plot\")\n", "plt.show()" ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "f959f1c0", - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { + "celltoolbar": "Tags", "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", From 9317d9b60fa53bd36f7e3aa8a91e6b2db8e8b308 Mon Sep 17 00:00:00 2001 From: EdCaunt Date: Thu, 29 Jun 2023 10:56:39 +0100 Subject: [PATCH 2/9] examples: added a README to the examples folder --- examples/README.md | 30 ++++++++++++++++++++++++++++++ 1 file changed, 30 insertions(+) create mode 100644 examples/README.md diff --git a/examples/README.md b/examples/README.md new file mode 100644 index 0000000..e941264 --- /dev/null +++ b/examples/README.md @@ -0,0 +1,30 @@ +## Examples and Tutorials + +This folder contains tutorial notebooks explaining the use of the Schism API and the capabilities of the underlying mathematical and software framework. They are broadly ordered according to increasing complexity. There is also a set of example scripts demonstrating the implementation of various propagators featuring real-world topography. + +## Tutorial Notebooks +The tutorial notebooks cover implementation of immersed boundaries with the following wave equations: +* 2nd-order isotropic acoustic (free and rigid surfaces) +* 1st-order isotropic acoustic +* Fowler et al. 2010 VTI +* Fletcher et al 2009 TTI +* 2nd-order isotropic elastic +* 1st-order isotropic elastic +Note that Schism is also capable of imposing boundary conditions with other PDEs, for example the diffusion equation. + +There is also a comparison of the use of 1D and N-dimensional extrapolations for imposing the immersed boundary, given in notebook 7. + +Notebooks 7, 9, and 15 are used to generate figures used in the acoustic wave equations paper. + +## Examples Scripts +The example scripts are separated into 6 folders: +* `2nd_order` (contains 2nd-order acoustic examples) +* `1st_order` (contains 1st-order acoustic examples) +* `vti` (contains Duveneck et al. 2008 and Fowler et al. 2010 examples) +* `tti` (contains Fletcher et al. 2009 example) +* `elastic_2nd_order` (contains 2nd-order iso-elastic example) +* `infrasound` (contains infrasound source location examples) + +The examples in `2nd_order` and `1st_order` are featured in the acoustic wave equations paper. This includes 2D and 3D runs with free and rigid surfaces featuring the Mt St Helens topographic profile. + +Note that the first run of each of these scripts saves snapshots whilst subsequent runs plot them. \ No newline at end of file From 8d37a479c4da5df37e42ae2fa93626629cd809fe Mon Sep 17 00:00:00 2001 From: EdCaunt Date: Thu, 29 Jun 2023 11:06:01 +0100 Subject: [PATCH 3/9] examples: minor tidy up in examples scripts --- examples/infrasound/2d_infrasound_example.py | 4 +--- examples/vti/2D_vti_fletcher_plessix.py | 19 ++++++++++--------- 2 files changed, 11 insertions(+), 12 deletions(-) diff --git a/examples/infrasound/2d_infrasound_example.py b/examples/infrasound/2d_infrasound_example.py index 44e7625..7a7e246 100644 --- a/examples/infrasound/2d_infrasound_example.py +++ b/examples/infrasound/2d_infrasound_example.py @@ -11,9 +11,7 @@ src_coords = np.array([4800., 2250.])[np.newaxis, :] -# rec_coords = np.array([[2000., 4400.], [7505., 3025.], -# [7200., 1275.], [2150., 3300.], -# [3000., 1000.], [6505, 4500.]]) + rec_coords = np.array([[3000., 2250.], [2000., 1800.], [1000., 1600.], [6500., 2300.], [7500., 1800.], [8500, 1500.], diff --git a/examples/vti/2D_vti_fletcher_plessix.py b/examples/vti/2D_vti_fletcher_plessix.py index b2a2731..551cb5c 100644 --- a/examples/vti/2D_vti_fletcher_plessix.py +++ b/examples/vti/2D_vti_fletcher_plessix.py @@ -1,13 +1,14 @@ """ -Simple example implementing a free-surface with Fletcher et al's VTI -formulation. This code will save four snapshots at intervals of 0.2*tn, -where tn is the end time (zero timestep will not be outputted). This -code will use real-world topography taken from a Digital Elevation Map -(DEM) of Mt St Helens, USA. The constant material properties ensure all -reflections are products of the immersed boundary treatment, rather then -resulting from any discontinuity in impedence. Alternatively, the -formulation of Plessix and Cao 2011 can be used (assuming locally-constant) -parameters. +Simple example implementing a free-surface with ether Duveneck/Plessix VTI +or Fletcher et al's VTI formulation. This code will save four snapshots at +intervals of 0.2*tn, where tn is the end time (zero timestep will not be +outputted). This code will use real-world topography taken from a Digital +Elevation Map (DEM) of Mt St Helens, USA. The constant material properties +ensure all reflections are products of the immersed boundary treatment, +rather than resulting from any discontinuity in impedence. Alternatively, +the formulation of Plessix and Cao 2011 can be used (assuming +locally-constant) parameters. This is equivelant to the formulation of +Duveneck et al 2008. """ import matplotlib.pyplot as plt From cfb2db95ddcf75c67464d567281ed629e1859b13 Mon Sep 17 00:00:00 2001 From: EdCaunt Date: Thu, 29 Jun 2023 11:18:03 +0100 Subject: [PATCH 4/9] examples: added asserts to 1st-order acoustic convergence test --- ...t-order_acoustic_convergence_testing.ipynb | 187 +++++------------- 1 file changed, 48 insertions(+), 139 deletions(-) diff --git a/examples/15_1st-order_acoustic_convergence_testing.ipynb b/examples/15_1st-order_acoustic_convergence_testing.ipynb index fe2e16b..b1cd94f 100644 --- a/examples/15_1st-order_acoustic_convergence_testing.ipynb +++ b/examples/15_1st-order_acoustic_convergence_testing.ipynb @@ -51,16 +51,14 @@ "text": [ "Generating stencils for Derivative(p(t, x, y), y)\n", "Generating stencils for Derivative(v_x(t + dt, x + h_x/2, y), x)\n", - "Support expanded. Remaining = 25\n", - "Generating stencils for Derivative(v_y(t + dt, x, y + h_y/2), y)\n", - "Support expanded. Remaining = 61\n" + "Generating stencils for Derivative(v_y(t + dt, x, y + h_y/2), y)\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ - "Operator `Kernel` ran in 0.57 s\n" + "Operator `Kernel` ran in 0.19 s\n" ] }, { @@ -87,18 +85,14 @@ "Generating stencils for Derivative(p(t, x, y), x)\n", "Generating stencils for Derivative(p(t, x, y), y)\n", "Generating stencils for Derivative(v_x(t + dt, x + h_x/2, y), x)\n", - "Support expanded. Remaining = 33\n", - "Support expanded. Remaining = 1\n", - "Generating stencils for Derivative(v_y(t + dt, x, y + h_y/2), y)\n", - "Support expanded. Remaining = 72\n", - "Support expanded. Remaining = 1\n" + "Generating stencils for Derivative(v_y(t + dt, x, y + h_y/2), y)\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ - "Operator `Kernel` ran in 11.90 s\n" + "Operator `Kernel` ran in 2.30 s\n" ] }, { @@ -125,17 +119,14 @@ "Generating stencils for Derivative(p(t, x, y), x)\n", "Generating stencils for Derivative(p(t, x, y), y)\n", "Generating stencils for Derivative(v_x(t + dt, x + h_x/2, y), x)\n", - "Support expanded. Remaining = 36\n", - "Generating stencils for Derivative(v_y(t + dt, x, y + h_y/2), y)\n", - "Support expanded. Remaining = 88\n", - "Support expanded. Remaining = 2\n" + "Generating stencils for Derivative(v_y(t + dt, x, y + h_y/2), y)\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ - "Operator `Kernel` ran in 5.28 s\n" + "Operator `Kernel` ran in 1.41 s\n" ] }, { @@ -162,18 +153,14 @@ "Generating stencils for Derivative(p(t, x, y), x)\n", "Generating stencils for Derivative(p(t, x, y), y)\n", "Generating stencils for Derivative(v_x(t + dt, x + h_x/2, y), x)\n", - "Support expanded. Remaining = 44\n", - "Support expanded. Remaining = 3\n", - "Generating stencils for Derivative(v_y(t + dt, x, y + h_y/2), y)\n", - "Support expanded. Remaining = 101\n", - "Support expanded. Remaining = 3\n" + "Generating stencils for Derivative(v_y(t + dt, x, y + h_y/2), y)\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ - "Operator `Kernel` ran in 6.24 s\n" + "Operator `Kernel` ran in 2.16 s\n" ] }, { @@ -200,18 +187,14 @@ "Generating stencils for Derivative(p(t, x, y), x)\n", "Generating stencils for Derivative(p(t, x, y), y)\n", "Generating stencils for Derivative(v_x(t + dt, x + h_x/2, y), x)\n", - "Support expanded. Remaining = 44\n", - "Support expanded. Remaining = 1\n", - "Generating stencils for Derivative(v_y(t + dt, x, y + h_y/2), y)\n", - "Support expanded. Remaining = 113\n", - "Support expanded. Remaining = 3\n" + "Generating stencils for Derivative(v_y(t + dt, x, y + h_y/2), y)\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ - "Operator `Kernel` ran in 8.25 s\n" + "Operator `Kernel` ran in 5.61 s\n" ] }, { @@ -238,18 +221,14 @@ "Generating stencils for Derivative(p(t, x, y), x)\n", "Generating stencils for Derivative(p(t, x, y), y)\n", "Generating stencils for Derivative(v_x(t + dt, x + h_x/2, y), x)\n", - "Support expanded. Remaining = 59\n", - "Support expanded. Remaining = 4\n", - "Generating stencils for Derivative(v_y(t + dt, x, y + h_y/2), y)\n", - "Support expanded. Remaining = 135\n", - "Support expanded. Remaining = 5\n" + "Generating stencils for Derivative(v_y(t + dt, x, y + h_y/2), y)\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ - "Operator `Kernel` ran in 10.30 s\n" + "Operator `Kernel` ran in 7.14 s\n" ] }, { @@ -276,18 +255,14 @@ "Generating stencils for Derivative(p(t, x, y), x)\n", "Generating stencils for Derivative(p(t, x, y), y)\n", "Generating stencils for Derivative(v_x(t + dt, x + h_x/2, y), x)\n", - "Support expanded. Remaining = 60\n", - "Support expanded. Remaining = 5\n", - "Generating stencils for Derivative(v_y(t + dt, x, y + h_y/2), y)\n", - "Support expanded. Remaining = 150\n", - "Support expanded. Remaining = 7\n" + "Generating stencils for Derivative(v_y(t + dt, x, y + h_y/2), y)\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ - "Operator `Kernel` ran in 20.90 s\n" + "Operator `Kernel` ran in 32.18 s\n" ] }, { @@ -314,18 +289,14 @@ "Generating stencils for Derivative(p(t, x, y), x)\n", "Generating stencils for Derivative(p(t, x, y), y)\n", "Generating stencils for Derivative(v_x(t + dt, x + h_x/2, y), x)\n", - "Support expanded. Remaining = 66\n", - "Support expanded. Remaining = 4\n", - "Generating stencils for Derivative(v_y(t + dt, x, y + h_y/2), y)\n", - "Support expanded. Remaining = 162\n", - "Support expanded. Remaining = 5\n" + "Generating stencils for Derivative(v_y(t + dt, x, y + h_y/2), y)\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ - "Operator `Kernel` ran in 15.89 s\n" + "Operator `Kernel` ran in 17.71 s\n" ] }, { @@ -352,18 +323,14 @@ "Generating stencils for Derivative(p(t, x, y), x)\n", "Generating stencils for Derivative(p(t, x, y), y)\n", "Generating stencils for Derivative(v_x(t + dt, x + h_x/2, y), x)\n", - "Support expanded. Remaining = 72\n", - "Support expanded. Remaining = 6\n", - "Generating stencils for Derivative(v_y(t + dt, x, y + h_y/2), y)\n", - "Support expanded. Remaining = 181\n", - "Support expanded. Remaining = 10\n" + "Generating stencils for Derivative(v_y(t + dt, x, y + h_y/2), y)\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ - "Operator `Kernel` ran in 28.75 s\n" + "Operator `Kernel` ran in 30.65 s\n" ] }, { @@ -390,18 +357,14 @@ "Generating stencils for Derivative(p(t, x, y), x)\n", "Generating stencils for Derivative(p(t, x, y), y)\n", "Generating stencils for Derivative(v_x(t + dt, x + h_x/2, y), x)\n", - "Support expanded. Remaining = 77\n", - "Support expanded. Remaining = 5\n", - "Generating stencils for Derivative(v_y(t + dt, x, y + h_y/2), y)\n", - "Support expanded. Remaining = 187\n", - "Support expanded. Remaining = 6\n" + "Generating stencils for Derivative(v_y(t + dt, x, y + h_y/2), y)\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ - "Operator `Kernel` ran in 29.29 s\n" + "Operator `Kernel` ran in 34.66 s\n" ] }, { @@ -428,18 +391,14 @@ "Generating stencils for Derivative(p(t, x, y), x)\n", "Generating stencils for Derivative(p(t, x, y), y)\n", "Generating stencils for Derivative(v_x(t + dt, x + h_x/2, y), x)\n", - "Support expanded. Remaining = 84\n", - "Support expanded. Remaining = 7\n", - "Generating stencils for Derivative(v_y(t + dt, x, y + h_y/2), y)\n", - "Support expanded. Remaining = 225\n", - "Support expanded. Remaining = 31\n" + "Generating stencils for Derivative(v_y(t + dt, x, y + h_y/2), y)\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ - "Operator `Kernel` ran in 42.85 s\n" + "Operator `Kernel` ran in 61.57 s\n" ] }, { @@ -466,18 +425,14 @@ "Generating stencils for Derivative(p(t, x, y), x)\n", "Generating stencils for Derivative(p(t, x, y), y)\n", "Generating stencils for Derivative(v_x(t + dt, x + h_x/2, y), x)\n", - "Support expanded. Remaining = 88\n", - "Support expanded. Remaining = 5\n", - "Generating stencils for Derivative(v_y(t + dt, x, y + h_y/2), y)\n", - "Support expanded. Remaining = 219\n", - "Support expanded. Remaining = 8\n" + "Generating stencils for Derivative(v_y(t + dt, x, y + h_y/2), y)\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ - "Operator `Kernel` ran in 66.74 s\n" + "Operator `Kernel` ran in 41.42 s\n" ] }, { @@ -504,18 +459,14 @@ "Generating stencils for Derivative(p(t, x, y), x)\n", "Generating stencils for Derivative(p(t, x, y), y)\n", "Generating stencils for Derivative(v_x(t + dt, x + h_x/2, y), x)\n", - "Support expanded. Remaining = 98\n", - "Support expanded. Remaining = 11\n", - "Generating stencils for Derivative(v_y(t + dt, x, y + h_y/2), y)\n", - "Support expanded. Remaining = 239\n", - "Support expanded. Remaining = 18\n" + "Generating stencils for Derivative(v_y(t + dt, x, y + h_y/2), y)\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ - "Operator `Kernel` ran in 166.76 s\n" + "Operator `Kernel` ran in 42.62 s\n" ] }, { @@ -542,18 +493,14 @@ "Generating stencils for Derivative(p(t, x, y), x)\n", "Generating stencils for Derivative(p(t, x, y), y)\n", "Generating stencils for Derivative(v_x(t + dt, x + h_x/2, y), x)\n", - "Support expanded. Remaining = 100\n", - "Support expanded. Remaining = 6\n", - "Generating stencils for Derivative(v_y(t + dt, x, y + h_y/2), y)\n", - "Support expanded. Remaining = 248\n", - "Support expanded. Remaining = 9\n" + "Generating stencils for Derivative(v_y(t + dt, x, y + h_y/2), y)\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ - "Operator `Kernel` ran in 155.21 s\n" + "Operator `Kernel` ran in 54.25 s\n" ] }, { @@ -580,18 +527,14 @@ "Generating stencils for Derivative(p(t, x, y), x)\n", "Generating stencils for Derivative(p(t, x, y), y)\n", "Generating stencils for Derivative(v_x(t + dt, x + h_x/2, y), x)\n", - "Support expanded. Remaining = 111\n", - "Support expanded. Remaining = 13\n", - "Generating stencils for Derivative(v_y(t + dt, x, y + h_y/2), y)\n", - "Support expanded. Remaining = 268\n", - "Support expanded. Remaining = 21\n" + "Generating stencils for Derivative(v_y(t + dt, x, y + h_y/2), y)\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ - "Operator `Kernel` ran in 152.33 s\n" + "Operator `Kernel` ran in 62.38 s\n" ] }, { @@ -608,7 +551,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "Operator `normals` ran in 0.02 s\n" + "Operator `normals` ran in 0.01 s\n" ] }, { @@ -618,18 +561,14 @@ "Generating stencils for Derivative(p(t, x, y), x)\n", "Generating stencils for Derivative(p(t, x, y), y)\n", "Generating stencils for Derivative(v_x(t + dt, x + h_x/2, y), x)\n", - "Support expanded. Remaining = 110\n", - "Support expanded. Remaining = 8\n", - "Generating stencils for Derivative(v_y(t + dt, x, y + h_y/2), y)\n", - "Support expanded. Remaining = 271\n", - "Support expanded. Remaining = 13\n" + "Generating stencils for Derivative(v_y(t + dt, x, y + h_y/2), y)\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ - "Operator `Kernel` ran in 194.40 s\n" + "Operator `Kernel` ran in 75.84 s\n" ] }, { @@ -656,18 +595,14 @@ "Generating stencils for Derivative(p(t, x, y), x)\n", "Generating stencils for Derivative(p(t, x, y), y)\n", "Generating stencils for Derivative(v_x(t + dt, x + h_x/2, y), x)\n", - "Support expanded. Remaining = 123\n", - "Support expanded. Remaining = 12\n", - "Generating stencils for Derivative(v_y(t + dt, x, y + h_y/2), y)\n", - "Support expanded. Remaining = 300\n", - "Support expanded. Remaining = 24\n" + "Generating stencils for Derivative(v_y(t + dt, x, y + h_y/2), y)\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ - "Operator `Kernel` ran in 240.84 s\n" + "Operator `Kernel` ran in 85.99 s\n" ] }, { @@ -706,11 +641,15 @@ "cell_type": "code", "execution_count": 2, "id": "12d49c30", - "metadata": {}, + "metadata": { + "tags": [ + "nbval-ignore-output" + ] + }, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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\n", "text/plain": [ "
" ] @@ -737,62 +676,32 @@ "id": "f5558615", "metadata": {}, "source": [ - "Finding the convergence gradient before the knee, we see that the scheme attains just short of 4th-order." + "Finding the convergence gradient in the upper section of the curve, it is observed that the scheme attains just short of 4th-order." ] }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 3, "id": "fd3ee84c", "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "3.7289743403235507" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "grad_upper = np.polyfit(np.log10(2*np.pi/(240*np.array(refinements[:6]))),\n", " np.log10(errs_max[:6]), 1)[0]\n", - "grad_ipper" + "assert np.isclose(grad_upper, 3.728974340323545)" ] }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 4, "id": "2c6fda75", "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "1.6489894599122552" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "grad_lower = np.polyfit(np.log10(2*np.pi/(240*np.array(refinements[6:]))),\n", " np.log10(errs_max[6:]), 1)[0]\n", - "grad_lower" + "assert np.isclose(grad_lower, 1.6489894599122552)" ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "f959f1c0", - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { From da92512c4a3c2c1f9ab7691fb6006b39e56264e6 Mon Sep 17 00:00:00 2001 From: EdCaunt Date: Thu, 29 Jun 2023 11:21:47 +0100 Subject: [PATCH 5/9] examples: merged in the updated geometry handling for staggered grids --- schism/geometry/geometry.py | 61 +++++++++++++++++++++++++++---------- tests/test_geometry.py | 4 +-- 2 files changed, 47 insertions(+), 18 deletions(-) diff --git a/schism/geometry/geometry.py b/schism/geometry/geometry.py index a1c852d..4d84279 100644 --- a/schism/geometry/geometry.py +++ b/schism/geometry/geometry.py @@ -8,6 +8,7 @@ from schism.utils.environment import get_geometry_feps from functools import cached_property from devito.tools.data_structures import frozendict +from scipy.spatial import KDTree __all__ = ['BoundaryGeometry'] @@ -199,25 +200,53 @@ def _get_interior_mask(self): spacing = self.grid.spacing for origin in self.sdf: cutoff = self.cutoff[origin] - max_dist = np.sqrt(sum([(spacing[dim]*cutoff)**2 - for dim in range(len(dims))])) + sdf = self.sdf[origin] # Convert h_x/2 to 0.5 etc stagger = [float(origin[i].subs(dims[i].spacing, 1)) for i in range(len(dims))] - # Allows some slack to cope with floating point error - # Errs on side of caution - masks = [np.abs(self.dense_pos[i] - stagger[i]) > cutoff + _feps - for i in range(len(dims))] - - # Needed to allow sdfs that are flat after some radius - # TODO: could drop the abs here I think - far = np.abs(self.sdf[origin].data) > max_dist - masks.append(far) - # Points outside the cutoff - not_excluded = np.logical_or.reduce(masks) - # On the interior according to the SDF - interior = self.sdf[origin].data > 0 - interior_masks[origin] = np.logical_and(interior, not_excluded) + + # Pre-select points (with safety factor) + # Maximum of grid increment or two times cutoff + # (in case cutoff small or zero) + # Multiplied by cell diagonal + mask_near = sdf.data \ + < 2*max(cutoff, 0.5)*np.linalg.norm(spacing) + # Exclude exterior points + # Check against min(grid.spacing)*eta as anything within + # this is probably too close anyway + mask_inside = sdf.data > min(spacing)*cutoff + _feps + mask_near = np.logical_and(mask_near, mask_inside) + + # Set up boundary points in physical space + # (index + offset)*spacing + positions = [np.array(b_ind + b_off[self.boundary_points])*spa + for b_ind, b_off, spa in zip(self.boundary_points, + self.dense_pos, + spacing)] + bp = np.stack(positions, axis=-1) + + # Set up k-d tree + kdtree = KDTree(bp) + # Set up points to query + query_indices = np.where(mask_near) + query_points = [(ind+sta)*spa for ind, sta, spa + in zip(query_indices, stagger, spacing)] + query = np.stack(query_points, axis=-1) + # Query the k-d tree + _, i = kdtree.query(query, workers=-1) + + # Check nearest boundary point not in box + interior = np.any(np.abs(query - bp[i]) + > cutoff*np.array(spacing)[np.newaxis, :], + axis=1) + + # Fill interior mask away from boundary + interior_mask = np.array(sdf.data) \ + >= 2*max(cutoff, 0.5)*np.linalg.norm(spacing) + # Fill interior mask near boundary + interior_mask[query_indices] = interior + + interior_masks[origin] = interior_mask self._interior_mask = frozendict(interior_masks) diff --git a/tests/test_geometry.py b/tests/test_geometry.py index e557b48..ffebfd1 100644 --- a/tests/test_geometry.py +++ b/tests/test_geometry.py @@ -205,7 +205,7 @@ def test_interior_mask_unstaggered(self, surface, dims): origin = tuple([sp.core.numbers.Zero() for dim in range(dims)]) # Trim edges off data, as normal calculation in corners is imperfect - slices = tuple([slice(2, -2) for dim in sdf.grid.dimensions]) + slices = tuple([slice(4, -4) for dim in sdf.grid.dimensions]) # Create a meshgrid of indices if dims == 2: @@ -233,7 +233,7 @@ def test_interior_mask_staggered(self, surface, setup): sdfs = (sdf, sdf_x, sdf_y) # Trim edges off data, as normal calculation in corners is imperfect - slices = tuple([slice(2, -2) for dim in sdf.grid.dimensions]) + slices = tuple([slice(4, -4) for dim in sdf.grid.dimensions]) x, y = sdf.grid.dimensions h_x = x.spacing From 045227887d5a1c9150e74af77072462541ff6c5c Mon Sep 17 00:00:00 2001 From: EdCaunt Date: Thu, 29 Jun 2023 12:27:57 +0100 Subject: [PATCH 6/9] examples: added asserts to 1st-order acoustic convergence test --- ...t-order_acoustic_convergence_testing.ipynb | 71 +++++++++---------- 1 file changed, 32 insertions(+), 39 deletions(-) diff --git a/examples/15_1st-order_acoustic_convergence_testing.ipynb b/examples/15_1st-order_acoustic_convergence_testing.ipynb index b1cd94f..6e0cc09 100644 --- a/examples/15_1st-order_acoustic_convergence_testing.ipynb +++ b/examples/15_1st-order_acoustic_convergence_testing.ipynb @@ -32,23 +32,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "Generating stencils for Derivative(p(t, x, y), x)\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/home/ed/anaconda3/envs/devito/lib/python3.8/site-packages/numpy/core/getlimits.py:500: UserWarning: The value of the smallest subnormal for type is zero.\n", - " setattr(self, word, getattr(machar, word).flat[0])\n", - "/home/ed/anaconda3/envs/devito/lib/python3.8/site-packages/numpy/core/getlimits.py:89: UserWarning: The value of the smallest subnormal for type is zero.\n", - " return self._float_to_str(self.smallest_subnormal)\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ + "Generating stencils for Derivative(p(t, x, y), x)\n", "Generating stencils for Derivative(p(t, x, y), y)\n", "Generating stencils for Derivative(v_x(t + dt, x + h_x/2, y), x)\n", "Generating stencils for Derivative(v_y(t + dt, x, y + h_y/2), y)\n" @@ -58,7 +42,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "Operator `Kernel` ran in 0.19 s\n" + "Operator `Kernel` ran in 0.62 s\n" ] }, { @@ -92,7 +76,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "Operator `Kernel` ran in 2.30 s\n" + "Operator `Kernel` ran in 4.14 s\n" ] }, { @@ -126,7 +110,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "Operator `Kernel` ran in 1.41 s\n" + "Operator `Kernel` ran in 1.27 s\n" ] }, { @@ -160,7 +144,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "Operator `Kernel` ran in 2.16 s\n" + "Operator `Kernel` ran in 2.59 s\n" ] }, { @@ -194,7 +178,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "Operator `Kernel` ran in 5.61 s\n" + "Operator `Kernel` ran in 13.16 s\n" ] }, { @@ -228,7 +212,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "Operator `Kernel` ran in 7.14 s\n" + "Operator `Kernel` ran in 15.08 s\n" ] }, { @@ -262,12 +246,12 @@ "name": "stderr", "output_type": "stream", "text": [ - "Operator `Kernel` ran in 32.18 s\n" + "Operator `Kernel` ran in 48.36 s\n" ] }, { "data": { - "image/png": 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\n", 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\n", "text/plain": [ "
" ] @@ -296,7 +280,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "Operator `Kernel` ran in 17.71 s\n" + "Operator `Kernel` ran in 22.40 s\n" ] }, { @@ -330,7 +314,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "Operator `Kernel` ran in 30.65 s\n" + "Operator `Kernel` ran in 22.50 s\n" ] }, { @@ -364,7 +348,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "Operator `Kernel` ran in 34.66 s\n" + "Operator `Kernel` ran in 27.83 s\n" ] }, { @@ -398,7 +382,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "Operator `Kernel` ran in 61.57 s\n" + "Operator `Kernel` ran in 34.76 s\n" ] }, { @@ -432,7 +416,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "Operator `Kernel` ran in 41.42 s\n" + "Operator `Kernel` ran in 42.36 s\n" ] }, { @@ -466,7 +450,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "Operator `Kernel` ran in 42.62 s\n" + "Operator `Kernel` ran in 51.60 s\n" ] }, { @@ -500,7 +484,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "Operator `Kernel` ran in 54.25 s\n" + "Operator `Kernel` ran in 60.17 s\n" ] }, { @@ -534,7 +518,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "Operator `Kernel` ran in 62.38 s\n" + "Operator `Kernel` ran in 72.86 s\n" ] }, { @@ -568,7 +552,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "Operator `Kernel` ran in 75.84 s\n" + "Operator `Kernel` ran in 87.00 s\n" ] }, { @@ -602,7 +586,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "Operator `Kernel` ran in 85.99 s\n" + "Operator `Kernel` ran in 93.06 s\n" ] }, { @@ -649,7 +633,7 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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evXph48aNeYaJ+/fvv/UYlStXhqenJ1atWoW0tDTN8n379uHs2bNa2/bt2xcqlQoRERG59pOdnV2okYt79eqF06dP53m7dM5vtX379sXt27exbNmyXNs8e/YM6enpb9x/w4YNUaFCBSxevFjrVvvt27fj77//LvRnkzPidGFHay7qZzdz5kz8+uuvWj85n8vUqVPx66+/amosaq1OTk4ICAjQ+snpb9W5c2ccPXoUhw8f1myfnp6OpUuXwt3d/a2XklxcXODj44OVK1dq3aq+a9euXP2LDHH+AS/7BGZnZ2st8/Lyglwu15wzgYGBkMvlCA8P17q9HdC9hRN4+VoOHz6MHTt25Fr35MmTXPUUVocOHVC6dGnMmjULWVlZudYX5P8IKl5sESKjUbNmTfzyyy/o168f6tatqzWy9KFDhxATE6MZZ8bb2xtBQUFYunQpnjx5gpYtW+Lo0aNYuXIlAgMDc11W0EW/fv2gVCphY2ODESNG5LrUMWfOHCQkJKBJkyYYNWoUPDw88OjRI5w8eRK7d+/Oc0yR182aNQs9evSAn58fhg8fjsePH2PhwoXw9PTUCkctW7bEhx9+iNmzZyMxMRHt27eHpaUlLl26hJiYGMyfPx+9e/fW6fV9+umn2LBhA/r06YPg4GA0aNAAjx49wtatW7F48WJ4e3tjyJAhWL9+PcaMGYOEhAT4+flBpVLhwoULWL9+vWasmLxYWlri66+/xvDhw9GyZUsMGDAAycnJmD9/Ptzd3TF58mSd6s3RoEEDAMCXX36J/v37w9LSEt26dXvjlBx5Kcpn92rn5Bw5A0E2atQIgYGBeq31TT7//HOsXbsWnTp1woQJE1C2bFmsXLkS165dw8aNGwt0aW727Nno0qULmjdvjuDgYDx69AgLFizAe++9Z/DzDwD27NmD8ePHo0+fPnj33XeRnZ2N1atXa8Iq8LK/3JdffomIiAj4+/vjgw8+gLW1NY4dO4bKlStj9uzZOh3z008/xdatW9G1a1cMGzYMDRo0QHp6Os6ePYsNGzbg+vXrcHZ21vm1vK506dJYtGgRhgwZgvr166N///4oX748/v33X8TGxsLPzw8LFy4s8nFIj6S5WY3ozf755x8xatQo4e7uLqysrISDg4Pw8/MTCxYs0NyiKoQQWVlZYsaMGaJ69erC0tJSuLq6imnTpmltI8TL22u7dOmS6zgtW7YULVu2zLX80qVLAoAAIA4cOJBnjcnJyWLcuHHC1dVVWFpaikqVKom2bduKpUuXarZ5063VOdatWyfq1KkjrK2thaenp9i6davo1auXqFOnTq5tly5dKho0aCBsbW2Fg4OD8PLyElOnThV37twp1Ot8+PChGD9+vKhSpYqwsrISVatWFUFBQVq3lWdmZoqvv/5avPfee8La2lo4OTmJBg0aiBkzZoiUlJQ8X9OroqOjha+vr7C2thZly5YVgwYNErdu3dLaRpfb54V4eQt0lSpVhFwu17o9HYAYN25cru3d3NxEUFCQ1rKCfHYFld9nrI9a3+TKlSuid+/eokyZMsLGxkY0btxYbNu2rcC1CSHExo0bRd26dYW1tbXw8PAQmzZtEkFBQbnGERKiaOdfXq5evSqCg4NFzZo1hY2NjShbtqxo3bq12L17d65tly9frjmPnJycRMuWLcWuXbveety8zvunT5+KadOmiVq1agkrKyvh7OwsmjVrJubOnasZEynn9vlvvvlG67lvej/fdA4nJCSIDh06CEdHR2FjYyNq1qwphg0bJo4fP16g94iKj0yIQrQxEpFB+Pj4oHz58rn6hxARkWGwjxCRBLKysnL1Sdi7dy9Onz6NVq1aSVMUEZEZYosQkQSuX7+OgIAADB48GJUrV8aFCxewePFiODo64ty5cyhXrpzUJRIRmQV2liaSgJOTExo0aIAff/wR9+/fh52dHbp06YI5c+YwBBERFSO2CBEREZHZYh8hIiIiMlsMQkRERGS22EcoH2q1Gnfu3IGDg0ORh8wnIiKi4iGEwNOnT1G5cuW3DjLKIJSPO3fuGOXkkkRERPR2N2/efOskvgxC+XBwcADw8o0sXbq0xNUQERFRQaSmpsLV1VXzPZ4fBqF85FwOK126NIMQERGRiSlItxZ2liYiIiKzxSBEREREZotBiIiIiMwWgxARERGZLQYhIiIiMlsMQkRERGS2GISIiIjIbDEIERERkdliECIiIiKzxSBERERExSYsLAwRERF5rouIiEBYWFix1sMglIeoqCh4eHigUaNGUpdCRERUoigUCiiVylxhKCIiAkqlEgqFoljrkQkhRLEe0YSkpqbC0dERKSkpnGuMiIhIT3JCj1KpxIwZMzSPw8PDERISUuT96/L9zSCUDwYhIiIiwwgNDUV4eDjkcjnUarXeQhCg2/c3L40RERFRsRJC4Nq1awAAtVoNS0tLvYUgXTEIERERUbEKCQnB6tWrAQAWFhbIysp6YwdqQ2MQIiIiomKzZMkSfPXVVwCAHj16ICsrC+Hh4Xl2oC4OFsV+RCIiIjJL27Ztw0cffQQAaNWqFTZv3gwAmstiSqVS63FxYBAiIiIigzt27Bj69esHIQR8fX2xZ88erfU54UelUhVrXbxrLB+8a4yIiKjorly5gqZNm+L+/fvo0KEDfvvtN1haWhrseLxrjIiIiIzCgwcP0KlTJ9y/fx++vr6IiYkxaAjSFYMQERERGURGRga6deuGS5cuwc3NDbGxsXBwcJC6LC0MQkRERKR3KpUKgwYNwpEjR+Dk5ITt27fDxcVF6rJyYRAiIiIivRJCYOLEidi8eTOsra2xZcsW1K1bV+qy8sQgRERERHo1d+5cREVFAQBWr14Nf39/iSt6MwYhIiIi0pu1a9di6tSpAIDIyEj06dNH4oryxyBEREREepGQkICgoCAAwKRJkzB58mSJK3o7BiEiIiIqsnPnzqFnz57IyspC79698e2330pdUoEwCBEREVGR3L59G507d0ZKSgqaN2+O1atXQy43jYhhGlUSERGRUUpNTUXnzp1x8+ZN1KlTB1u2bIGNjY3UZRUYgxAREREVSmZmJnr16oUzZ86gUqVK2L59O8qWLSt1WTphEMpDVFQUPDw80KhRI6lLISIiMkpCCIwcORK7d++GnZ0dYmNj4e7uLnVZOuOkq/ngpKtERER5mz59Or766isoFAps27YNHTt2lLokDU66SkRERAazZMkSfPXVVwCApUuXGlUI0hWDEBERERXYtm3bMHbsWABAaGgogoODJa6oaBiEiIiIqECOHj2Kfv36Qa1WY/jw4QgNDZW6pCJjECIiIqK3unLlCrp27YqMjAx06NABS5YsgUwmk7qsImMQIiIionw9ePAAnTp1wv379+Hr64uYmBhYWlpKXZZeMAgRERHRG2VkZKBbt264dOkS3NzcEBsbCwcHB6nL0hsGISIiIsqTSqXCoEGDcOTIETg5OWH79u1wcXGRuiy9YhAiIiKiXIQQmDhxIjZv3gxra2ts3boVdevWlbosvWMQIiIiolzmzp2LqKgoyGQyrFmzBs2bN5e6JINgECIiIiIta9euxdSpUwEAkZGR6N27t8QVGQ6DEBEREWkkJCQgKCgIADBp0iRMmjRJ2oIMjEGIiIiIAADnzp1Dz549kZWVhd69e+Pbb7+VuiSDYxAiIiIi3L59G506dUJKSgqaN2+O1atXQy4v+TGh5L9CIiIiyldKSgo6d+6MW7duoU6dOtiyZQtsbGykLqtYMAgRERGZsczMTPTq1QtnzpxBpUqVsH37dpQtW1bqsooNgxAREZGZEkJg5MiRiI+Ph52dHWJjY+Hu7i51WcWKQYiIiMhMhYSEYPXq1VAoFNiwYQPq168vdUnFjkGIiIjIDC1ZsgRfffUVAGDp0qXo2LGjxBVJg0GIiIjIzGzbtg1jx44FAISFhSE4OFjiiqTDIERERGRGjh49in79+kGtViM4OBhKpVLqkiTFIERERGQmrly5gq5duyIjIwMdOnTA4sWLIZPJpC5LUgxCREREZuD+/fvo2LEj7t+/D19fX8TExMDS0lLqsiTHIERERFTCZWRkoHv37rh8+TLc3NwQGxsLBwcHqcsyCgxCREREJZhKpcLAgQNx5MgRODk5Yfv27XBxcZG6LKPBIERERFRCCSEwceJEbNmyBdbW1ti6dSvq1q0rdVlGhUGIiIiohJo7dy6ioqIgk8mwZs0aNG/eXOqSjA6DUB6ioqLg4eGBRo0aSV0KERFRoaxduxZTp04FAERGRqJ3794SV2ScZEIIIXURxio1NRWOjo5ISUlB6dKlpS6HiIioQBISEtChQwdkZWVh8uTJiIyMlLqkYqXL9zdbhIiIiEqQc+fOoWfPnsjKykKfPn0wd+5cqUsyagxCREREJcTt27fRqVMnpKSkoHnz5li1ahXkcn7V54fvDhERUQmQkpKCzp0749atW6hTpw62bNkCGxsbqcsyegxCREREJi4zMxO9evXCmTNnUKlSJWzfvh1ly5aVuiyTwCBERERkwoQQGDFiBOLj42FnZ4fY2Fi4u7tLXZbJYBAiIiIyYdOnT8eaNWugUCiwYcMG1K9fX+qSTAqDEBERkYlasmQJZs2aBQBYunQpOnbsKHFFpodBiIiIyARt27YNY8eOBQCEhYUhODhY4opME4MQERGRiTl69Cj69esHtVqN4OBgKJVKqUsyWQxCREREJuTKlSvo2rUrMjIy0LFjRyxevBgymUzqskwWgxAREZGJuH//Pjp27Ij79++jfv36iImJgaWlpdRlmTQGISIiIhOQkZGB7t274/Lly3B3d0dsbCzs7e2lLsvkMQgREREZOZVKhYEDB+LIkSNwcnLC9u3bUalSJanLKhEYhIiIiIyYEAITJkzAli1bYG1tja1bt6JOnTpSl1ViMAgREREZsW+++QY//PADZDIZ1qxZg+bNm0tdUonCIERERGSkfvnlF3z22WcAgMjISPTu3VviikoeBiEiIiIjlJCQgGHDhgEAJk+ejEmTJklaT0nFIERERGRkzp07h549eyIrKwt9+vTB3LlzpS6pxGIQIiIiMiK3b99Gp06dkJKSgubNm2PVqlWQy/l1bSh8Z4mIiIxESkoKOnfujFu3bqFOnTrYsmULbGxspC6rRGMQIiIiKmZhYWGIiIjQWpaZmYlevXrhzJkzsLe3x/bt21G2bFmJKjQfDEJERETFTKFQQKlUasKQEAIjRoxAfHw8AGDIkCFwd3eXsELzYSF1AUREROYmJCQEADSzxj9//hxr1qwB8DIE/fDDD5LVZm4YhIiIiCQQEhICIYQmDAFAYGAgVq1aJWFV5oeXxoiIiCTw+PFjnDhxQvNYoVDg119/lbAi88QgREREVMxOnDiBBg0aYOvWrQBehiCVSpWrAzUZHoMQERFRMRFCYMmSJWjWrBmuXbsGABgzZgyys7MRHh6u1YGaigf7CBERERWD9PR0jBkzRtMpGgCmTZuGWbNmAcjdgTrnMRkWgxAREZGB/f333+jduzfOnz8PhUKB1q1bw9/fX6ujNPB/4UelUklRplmSCSGE1EUYq9TUVDg6OiIlJQWlS5eWuhwiIjJBa9euxahRo5Ceng4XFxesW7cOLVq0kLqsEk2X72/2ESIiIjKAFy9eYOzYsRg4cCDS09PRpk0bnDp1iiHIyDAIERER6dn169fRvHlzLFq0CAAwffp07Ny5ExUrVpS4Mnod+wgRERHp0bZt2zB06FA8fvwYZcuWxZo1a9CpUyepy6I3YIsQERGRHmRnZ2PatGno1q0bHj9+jMaNG+PUqVMMQUaOLUJERERFlJSUhAEDBmDfvn0AgI8//hhz586FlZWVxJXR2zAIERERFcHevXvRv39/JCcnw97eHj/99BP69u0rdVlUQLw0RkREVAhqtRqzZ89G27ZtkZycDE9PTxw/fpwhyMSwRYiIiEhHjx49wpAhQ/D7778DAIKCgvDDDz+gVKlSEldGumIQIiIi0sGxY8fQp08f3LhxA9bW1oiKikJwcDBkMpnUpVEh8NIYERFRAQghEBUVBT8/P9y4cQM1a9bEkSNHMGLECIYgE8YgRERE9BZPnz7FwIEDMX78eGRlZaFnz544ceIEfHx8pC6NiohBiIiIKB/nzp1Do0aNsG7dOlhYWCAyMhIbN26Eo6Oj1KWRHphFEOrZsyecnJzQu3dvqUshIiITsnr1ajRu3BgXL15ElSpVsG/fPkyePJmXwkoQswhCEydOxKpVq6Qug4iITMTz588xevRoDB06FM+ePUO7du1w6tQpNGvWTOrSSM/MIgi1atUKDg4OUpdBREQm4MqVK2jWrBmWLVsGmUyGsLAwbN++HeXLl5e6NDIAyYPQ/v370a1bN1SuXBkymQybN2/OtU1UVBTc3d1hY2ODJk2a4OjRo8VfKBERlXibN29GgwYNcOrUKTg7OyMuLg6hoaFQKBRSl0YGIvk4Qunp6fD29kZwcDA++OCDXOujo6MxZcoULF68GE2aNMG8efPQoUMHXLx4ERUqVAAA+Pj4IDs7O9dzd+7cicqVKxe4lhcvXuDFixeax6mpqYV4RUREZGqysrIwbdo0fPvttwCAZs2aITo6GlWrVpW4MjI0yYNQp06d8p2ZNzIyEqNGjcLw4cMBAIsXL0ZsbCyWL1+Ozz//HACQmJiol1pmz56NGTNm6GVfRERkGm7fvo1+/frh4MGDAIApU6Zgzpw5sLS0lLgyKg6SXxrLT2ZmJk6cOIGAgADNMrlcjoCAABw+fFjvx5s2bRpSUlI0Pzdv3tT7MYiIyHjs3r0bvr6+OHjwIEqXLo2NGzfi22+/ZQgyI5K3COXnwYMHUKlUqFixotbyihUr4sKFCwXeT0BAAE6fPo309HRUrVoVMTExaNq0aa7trK2tYW1tXeS6iYjIuKnVanz11VcIDQ2FEALe3t7YsGEDatWqJXVpVMyMOgjpy+7du6UugYiIjMSDBw8wePBg7NixAwAwYsQILFiwALa2thJXRlIw6iDk7OwMhUKB5ORkreXJycmoVKmSRFUREZGpOnz4MPr27Ytbt27B1tYWixYtQlBQkNRlkYSMuo+QlZUVGjRogPj4eM0ytVqN+Pj4PC9tERER5UUIgfnz56NFixa4desW3n33Xfz5558MQSR9i1BaWhouX76seXzt2jUkJiaibNmyqFatGqZMmYKgoCA0bNgQjRs3xrx585Cenq65i4yIiCg/qampCA4OxsaNGwEAffv2xbJly1C6dGmJKyNjIHkQOn78OFq3bq15PGXKFABAUFAQVqxYgX79+uH+/ftQKpW4e/cufHx8EBcXl6sDtT5FRUUhKioKKpXKYMcgIiLDO3PmDHr37o1Lly7B0tIS3377LcaPH8+5wkhDJoQQUhdhrFJTU+Ho6IiUlBT+5kBEZGL+97//YezYsXj+/DlcXV0RExODJk2aSF0WFQNdvr+Nuo8QERGRrp49e4YRI0YgODgYz58/R6dOnXDq1CmGIMoTgxAREZUYly5dwvvvv4/ly5dDLpdj5syZ2LZtG8qVKyd1aWSkJO8jREREpA8bNmxAcHAwnj59igoVKmDt2rVo06aN1GWRkWMQIiIikxAWFgaFQoGQkBCt5ZmZmWjZsiWOHDkCAPD398e6det0mnSbzBcvjRERkUlQKBRQKpWIiIjQLLt58yZq1qypCUFTp07Fnj17GIKowNgiREREJiGnJUipVAIAGjdujA8++AAZGRmwsbFBdHQ0unfvLmWJZIIYhIiIyGS8HoYAwMXFBQcPHkT16tWlKotMGINQHjigIhGR8bK2ttb8XS6X4+rVq7CxsZGwIjJl7COUh3HjxuH8+fM4duyY1KUQEdErIiMj8dlnnwF42WdIrVbjm2++kbgqMmUMQkREZBLmz5+P//znPwCA1q1bIzs7G+Hh4bk6UBPpgpfGiIjI6EVFRWHSpEkAgJYtWyI+Ph5A7j5Dr99aT/Q2DEJERGTUFi9ejPHjxwN4OUZQQkKC1qSpOeGH/TqpMDjpaj446SoRkbSWLVuG0aNHAwA+/fRTfP3115w5nt7KYJOuZmVlITg4GNeuXStSgURERG+zfPlyTQiaMmUKQxAZhE5ByNLSEhs3bjRULURERACAlStXYuTIkQCAiRMnYu7cuQxBZBA63zUWGBiIzZs3G6AUIiIiYM2aNRg+fDiEEBg3bhy+++47hiAyGJ07S7/zzjsIDw/HwYMH0aBBA9jZ2WmtnzBhgt6KkwoHVCQiksbatWsRFBQEIQTGjBmDBQsWMASRQencWTq/IcxlMhmuXr1a5KKMBTtLExEVn/Xr12PAgAFQq9UYOXIklixZArmcw92R7nT5/ta5RYgdpYmISN82btyIgQMHQq1WY/jw4QxBVGyKdJYJIcC774mIqCg2b96M/v37Q6VSYejQoVi2bBlDEBWbQp1pq1atgpeXF2xtbWFra4t69eph9erV+q6NiIhKuN9++w19+/ZFdnY2Bg0ahOXLl0OhUEhdFpkRnS+NRUZGIiQkBOPHj4efnx8A4MCBAxgzZgwePHiAyZMn671IIiIqeWJjY9GrVy9kZWWhf//+WLFiBUMQFbtCdZaeMWMGhg4dqrV85cqVCAsLK1F9iNhZmojIMOLi4tCjRw9kZmaiT58++OWXX2BhwVmfSD8MNrI0ACQlJaFZs2a5ljdr1gxJSUm67o6IiMzMrl27EBgYiMzMTPTq1Qs///wzQxBJRucgVKtWLaxfvz7X8ujoaLzzzjt6KYqIiEqm+Ph4dO/eHS9evEBgYCDWrl0LS0tLqcsiM6ZzBJ8xYwb69euH/fv3a/oIHTx4EPHx8XkGJCIiIgDYu3cvunXrhufPn6Nbt26Ijo5mCCLJ6dwi1KtXLxw9ehTOzs7YvHkzNm/eDGdnZxw9ehQ9e/Y0RI1ERGTi9u/fjy5duuDZs2fo3LkzYmJiYGVlJXVZRLq1CGVlZeHDDz9ESEgI1qxZY6iaJMcpNoiI9OfgwYPo3LkzMjIy0LFjR2zcuBHW1tZSl0UEoBB3jTk6OiIxMTHfqTZKCt41RkRUNIcPH0b79u2RlpaGdu3aYcuWLbC1tZW6LCrhDHrXGGefJyKigvjzzz/RoUMHpKWloU2bNti8eTNDEBkdzj5PRER6d/z4cXTo0AFPnz5Fq1atsHXrVpQqVUrqsohy4ezz+eClMSIi3Z08eRJt27bFkydP4O/vj99//x329vZSl0VmxGCzzwshsHfvXlSoUIHNm0RElEtiYiICAgLw5MkT+Pn5ITY2liGIjJpOfYSEEHjnnXdw69YtQ9VDREQm6syZMwgICMDjx4/x/vvv4/fff4eDg4PUZRHlS6cgJJfL8c477+Dhw4eGqoeIiEzQuXPn0LZtWzx8+BCNGzdGXFwcuxSQSdD5rrE5c+bg008/xblz5wxRDxERmZjz58+jbdu2ePDgARo0aIAdO3bA0dFR6rKICkTnztJOTk7IyMhAdnY2rKyscvUVevTokV4LlBI7SxMR5e/ChQto1aoVkpOT4evri927d6Ns2bJSl0VmzmCdpQFg3rx5ha2LiIhKkH/++Qdt2rRBcnIyvL29sWvXLoYgMjk6B6GgoCBD1EFERCbk8uXLaN26NZKSkuDl5YXdu3ejXLlyUpdFpDOd+wgBwJUrVzB9+nQMGDAA9+7dAwBs374df/31l16LIyIi43P16lW0bt0ad+7cwXvvvYf4+Hg4OztLXRZRoegchPbt2wcvLy/8+eef2LRpE9LS0gAAp0+fRmhoqN4LlEJUVBQ8PDzQqFEjqUshIjIq169fR+vWrXHr1i3UqVMH8fHxKF++vNRlERWazp2lmzZtij59+mDKlClwcHDA6dOnUaNGDRw9ehQffPBBiRpjiJ2liYj+z40bN9CqVStcv34d7777Lvbu3QsXFxepyyLKxaCTrp49exY9e/bMtbxChQp48OCBrrsjIiITcPPmTbRp0wbXr1/HO++8g4SEBIYgKhF0DkJlypRBUlJSruWnTp1ClSpV9FIUEREZj9u3b6NNmza4evUqatasiT179qBy5cpSl0WkFzoHof79++Ozzz7D3bt3IZPJoFarcfDgQXzyyScYOnSoIWokIiKJJCUloU2bNrh8+TKqV6+OhIQEVK1aVeqyiPRG5yA0a9Ys1KlTB66urkhLS4OHhwdatGiBZs2aYfr06YaokYiIJHD37l20adMG//zzD9zc3JCQkABXV1epyyLSK507S+e4efMmzp49i7S0NPj6+uKdd97Rd22SY2dpIjJX9+7dQ+vWrXH+/Hm4urpi3759qF69utRlERWIQUeWzuHq6srfDIiITFxYWBgUCgVCQkI0y+7fv4+2bdvi/PnzKF26NBISEhiCqMQq1ICKRERUMigUCiiVSkRERAAAHjx4gICAAM3E2sOHD0fNmjWlLJHIoArdIkRERKYvpyVIqVQiIyMDcXFxOHPmDABgwoQJnF+SSjwGISIiMxcSEoJ79+5hzpw5mmUff/wx5s+fL2FVRMWDQYiIyIwJIbBs2TL89NNPmmUWFhb4/vvvJayKqPgUKgg9f/4cZ86cwb1796BWq7XWde/eXS+FERGRYT158gSjR49GTEyMZpmlpSWysrIQERGh1YGaqKTSOQjFxcVh6NCheU6nIZPJoFKp9FIYEREZzqFDhzBw4EDcuHEDcrkcarUaYWFhCA0NRUREBJRKJQAwDFGJp/NdYx9//DH69OmDpKQkqNVqrR+GICIi46ZSqfDVV1+hRYsWuHHjBpycnKBWqxEeHo7Q0FAAL8NPeHi41t1kRCWVzi1CycnJmDJlCipWrGiIeoxCVFQUoqKiGOyIqES5c+cOBg8ejISEBADAgAED4ObmhlKlSuVq+cl5zP8HqaTTeWTp4OBg+Pn5YcSIEYaqyWhwZGkiKim2bduGYcOG4eHDhyhVqhSioqIQFBQEmUwmdWlEeqfL97fOQSgjIwN9+vRB+fLl4eXlBUtLS631EyZM0L1iI8UgRESm7sWLF5g6darmLjAfHx+sW7cOtWvXlrgyIsMx6BQba9euxc6dO2FjY4O9e/dq/TYhk8lKVBAiIjJlFy9eRP/+/ZGYmAgAmDhxIr7++mtYW1tLWxiREdE5CH355ZeYMWMGPv/8c8jlnKGDiMjYCCGwcuVKjB8/Hunp6XB2dsb//vc/dO3aVerSiIyOzkEoMzMT/fr1YwgiIjJCqampGDNmDNauXQsAaN26NdasWYPKlStLXBmRcdI5zQQFBSE6OtoQtRARUREcPXoUvr6+WLt2LRQKBb766ivs2rWLIYgoHzq3CKlUKvz3v//Fjh07UK9evVydpSMjI/VWHBERvZ1arcbcuXPx5ZdfIjs7G25ubvjll1/QrFkzqUsjMno6B6GzZ8/C19cXAHDu3DmtdbwNk4ioeN29exdBQUHYuXMnAKBPnz5YunQpypQpI21hRCZC5yCUMxAXERFJa8eOHRg6dCju3bsHW1tbzJ8/HyNHjuQvpUQ6YI9nIiITk5mZiU8//RQdO3bEvXv34OXlhePHj2PUqFEMQUQ60rlFqHXr1vn+Q9uzZ0+RCiIioje7fPkyBgwYgOPHjwMAxo4di7lz58LW1lbiyohMk85ByMfHR+txVlYWEhMTce7cOQQFBemrLiIies3PP/+MMWPGIC0tDU5OTli+fDkCAwOlLovIpOkchL777rs8l4eFhSEtLa3IBRERkba0tDSMGzcOq1atAgC0aNECa9asgaurq8SVEZk+vfURGjx4MJYvX66v3REREYCTJ0+ifv36WLVqFeRyOcLCwrBnzx6GICI90blF6E0OHz4MGxsbfe2OiMisCSEwf/58TJ06FVlZWahatSp++eUX+Pv7S10aUYmicxD64IMPtB4LIZCUlITjx48jJCREb4UREZmr+/fvY9iwYfj9998BAIGBgfjpp59QtmxZiSsjKnl0DkKOjo5aj+VyOWrXro3w8HC0b99eb4UREZmj+Ph4DBkyBElJSbC2tsZ3332HMWPG8LZ4IgPROQj973//M0QdRERmLSsrC6GhoZgzZw6EEPDw8MC6devg5eUldWlEJVqR+gilpaVBrVZrLStdunSRCiIiKqnCwsKgUChydSO4du0aWrRogVu3bgEARo8eje+++w6lSpWSokwis6LzXWPXrl1Dly5dYGdnB0dHRzg5OcHJyQllypSBk5OTIWokIioRFAoFlEolIiIiNMvWr1+PunXr4tatW7CxscH69euxZMkShiCiYqJzi9DgwYMhhMDy5ctRsWLFEnndOioqClFRUVCpVFKXQkQlSE5LkFKpRGZmJu7evYsff/wRAODq6oo//vgDbm5uUpZIZHZkQgihyxPs7e1x4sQJ1K5d21A1GY3U1FQ4OjoiJSWFl/yISG8++eQTfPvtt5rHLVu2xO7du2FhobcRTYjMmi7f3zpfGmvUqBFu3rxZ6OKIiMxZSkoKduzYoXlsYWGBvXv3MgQRSUTnf3k//vgjxowZg9u3b8PT0xOWlpZa6+vVq6e34oiISpLMzEz06tUL586dAwBYWloiKysLERERHIeNSCI6B6H79+/jypUrGD58uGaZTCaDEAIymYz9aoiI8iCEwKhRoxAfHw8A+Oijj/DDDz8gIiICSqUSABiGiCSgcxAKDg6Gr68v1q5dW2I7SxMR6VtYWJhm0tQhQ4bghx9+AKDdgfrVx0RUPHQOQjdu3MDWrVtRq1YtQ9RDRFTiLF++HOHh4QCAHj16aAJRjpzwwxZ1ouKncxBq06YNTp8+zSBERFQAO3bswOjRowEA06dP1xpD6FVsCSKShs5BqFu3bpg8eTLOnj0LLy+vXJ2lu3fvrrfiiIhMWWJiInr37g2VSoUhQ4ZoWoWIyHjoPI6QXP7mO+5LWmdpjiNERIV18+ZNvP/++7hz5w5at26NuLg4WFlZSV0WkVnQ5ftb5xah1+cWIyIibSkpKejcuTPu3LmD9957D5s2bWIIIjJSOg+oSEREb/bqWEEuLi74/fffUaZMGanLIqI3KFCL0Pfff4/Ro0fDxsYG33//fb7bTpgwQS+FERGZmlfHCrK3t0dsbCyqVasmdVlElI8C9RGqXr06jh8/jnLlyqF69epv3plMhqtXr+q1QCmxjxAR6SI0NBTh4eFQKBTYtm0bOnbsKHVJRGZJ732Erl27luffiYjopVfHClq8eDFDEJGJ0LmP0PPnz9+4LikpqUjFEBGZotfHCho5cqTEFRFRQekchOrXr4/ExMRcyzdu3MgJV4nI7HCsICLTpnMQatWqFd5//318/fXXAID09HQMGzYMQ4YMwRdffKH3AomIjNXNmzfRpUsXpKWloXXr1vjxxx85/yKRidF5HKEffvgBXbp0wciRI7Ft2zYkJSXB3t4eR48ehaenpyFqJCIyOk+ePOFYQUQlgM5BCAA6deqEDz74AIsWLYKFhQV+++03hiAiMhscK4io5ND50tiVK1fQtGlTbNu2DTt27MDUqVPRvXt3TJ06FVlZWYaokYjIaAghMHLkSOzZs4djBRGVADoHIR8fH1SvXh2nT59Gu3btMHPmTCQkJGDTpk1o3LixIWokIjIaoaGhWL16NRQKBWJiYuDr6yt1SURUBDoHoR9++AHr1q3TagZu1qwZTp06hfr16+uzNiIio/LTTz8hIiICAMcKIiopdJ593pxwZGkiyrFjxw506dIFKpUK06dP1wQiIjI+Bp19Psf58+fx77//IjMzU7NMJpOhW7duhd0lEZFR4lhBRCWXzkHo6tWr6NmzJ86ePQuZTIacBqWcsTNUKpV+KyQiktC///6Lzp07c6wgohJK5z5CEydORPXq1XHv3j2UKlUKf/31F/bv34+GDRti7969BiiRiEgaOWMFJSUlcawgohJK5xahw4cPY8+ePXB2doZcLodcLkfz5s0xe/ZsTJgwAadOnTJEnURExSpnrKC//vqLYwURlWA6twipVCo4ODgAAJydnXHnzh0AgJubGy5evKjf6iQSFRUFDw8PNGrUSOpSiEgCHCuIyHzo3CLk6emJ06dPo3r16mjSpAn++9//wsrKCkuXLkWNGjUMUWOxGzduHMaNG6fpdU5E5oVjBRGZD52D0PTp05Geng4ACA8PR9euXeHv749y5cohOjpa7wUSERUnjhVEZF70Mo7Qo0eP4OTkVOLupOA4QkTmhWMFEZUMxTKO0KvKli2rj90QEUmGYwURmacCB6Hg4OACbbd8+fJCF0NEJAWOFURkvgochFasWAE3Nzf4+vqCs3IQUUnBsYKIzFuBg9BHH32EtWvX4tq1axg+fDgGDx7MS2JEZNI4VhARFXgcoaioKCQlJWHq1Kn47bff4Orqir59+2LHjh1sISIioxcWFqbV+fnVsYKsrKzQrVs3jhVEZIZ0GlDR2toaAwYMwK5du3D+/Hm89957GDt2LNzd3ZGWlmaoGomIikyhUECpVGrCUM5YQXK5HJmZmahatarEFRKRFAp915hcLtdMusqJVonI2IWEhAAAlEolTpw4gS1btgAA1Go1wsPDNeuJyLzo1CL04sULrF27Fu3atcO7776Ls2fPYuHChfj3339hb29vqBqJiIrs+vXrKF26NNzd3TUhCABDEJGZK3CL0NixY7Fu3Tq4uroiODgYa9euhbOzsyFrIyIqNCEEzpw5g82bN2Pz5s1ITEzMtY2lpSVDEJGZK/DI0nK5HNWqVYOvr2++42ts2rRJb8VJjSNLE5kWlUqFgwcPasLPtWvXNOvkcjn8/f1ha2uLuLg4WFlZITMzky1CRCWQQUaWHjp0KAcYIyKj8+zZM+zevRu//vorfvvtNzx48ECzzsbGBu3bt0dgYCC6du2KxYsXQ6lUasJPREQElEolADAMEZkpnQZUJCIyBo8ePUJsbCw2b96MuLg4ZGRkaNY5OTmhW7duCAwMRPv27WFnZwcAmtDzagvQqx2oX31MROZDL3ONEREZ2s2bN7Flyxb8+uuv2Ldvn9bdqq6urggMDERgYCD8/f1haWmZ6/kqlSrPy2A5j3n3K5F50svs8yUV+wgR6V9YWBgUCkWerS8RERFQqVQICwuDEAJ//fWXpr/PiRMntLb18vLShJ+39V0kIvNS7LPPExEVVM7AhoD2paicS1cjRozAp59+il9//RVXrlzRrJfJZPDz80NgYCB69OiBWrVqFXvtRFTyMAgRUbF6vV/Op59+ipEjR+Lnn3+GnZ0dfvrpJ8221tbWCAgIQM+ePdG1a1dUrFhRkpqJqOTipbF88NIYkeG8esfWqxwdHdG1a1cEBgaiQ4cOcHBwkKA6IjJlvDRGREavfPnyWo/Hjh2Lnj17okWLFrCyspKoKiIyNwxCRFTs4uPjMW7cOAAv+wypVCpUqlQJAQEBEldGROZGp7nGiIiK6uLFi+jatSvUajW8vb2RlZWF8PBwrZnhiYiKC1uEiKjYPHr0CH5+fnj+/DlcXV1x5MgRyGQyDmxIRJJhECKiYpGVlYXevXvj4cOHKFOmDI4fPw4bGxvNeg5sSERSYBAiIoMTQmDcuHFISEiAvb099u/fjwoVKuTaji1BRFTc2EeIiAxu3rx5WLZsGeRyOdatWwcvLy+pSyIiAsAgREQGFhsbi//85z8AgLlz56JLly4SV0RE9H8YhIjIYM6dO4f+/ftDCIGRI0di0qRJUpdERKSFQYiIDOLevXvo2rUr0tLS0KpVK0RFRXFiVCIyOgxCRKR3z58/R8+ePXHjxg3UqlULGzdu5GjRRGSUGISISK+EEBg1ahQOHTqEMmXKYNu2bShbtqzUZRER5YlBiIj0avbs2VizZg0UCgViYmJQu3ZtqUsiInojBiEi0puNGzfiyy+/BAAsXLiQc4cRkdFjECIivThx4gSGDBkCAJgwYQLGjBkjcUVERG/HIERERXb79m10794dz549Q8eOHfHtt99KXRIRUYEwCBFRkWRkZKBHjx64c+cOPDw8sG7dOlhYcPYeIjINDEJEVGhqtRpBQUE4ceIEnJ2d8dtvv8HR0VHqsoiICoxBiIgKLTQ0FBs2bIClpSU2bdqEGjVqSF0SEZFOGISIqFB+/vlnzJw5EwCwbNky+Pv7S1wREZHuGISISGeHDx/GiBEjAACfffYZgoKCJK6IiKhwGISISCc3btxAYGAgXrx4gcDAQMyaNUvqkoiICq3EB6GbN2+iVatW8PDwQL169RATEyN1SUQm6+nTp+jatSvu3bsHHx8frF69GnJ5if9vhIhKsBJ/j6uFhQXmzZsHHx8f3L17Fw0aNEDnzp1hZ2cndWlEJkWlUmHAgAE4d+4cKlWqhN9++w329vZSl0VEVCQlPgi5uLjAxcUFAFCpUiU4Ozvj0aNHDEJEOpo6dSpiY2NhY2ODrVu3omrVqlKXRERUZJK3ae/fvx/dunVD5cqVIZPJsHnz5lzbREVFwd3dHTY2NmjSpAmOHj1aqGOdOHECKpUKrq6uRayayLz8+OOPiIyMBACsXLkSjRo1krgiIiL9kDwIpaenw9vbG1FRUXmuj46OxpQpUxAaGoqTJ0/C29sbHTp0wL179zTb+Pj4wNPTM9fPnTt3NNs8evQIQ4cOxdKlSw3+mohKkr179+Kjjz4CAMyYMQN9+/aVuCIiIv2RCSGE1EXkkMlk+PXXXxEYGKhZ1qRJEzRq1AgLFy4E8HIkW1dXV3z88cf4/PPPC7TfFy9eoF27dhg1apRmUsg3bffixQvN49TUVLi6uiIlJQWlS5cu3IsiMmGXL19GkyZN8OjRI/Tv3x+//PILZDKZ1GUREeUrNTUVjo6OBfr+lrxFKD+ZmZk4ceIEAgICNMvkcjkCAgJw+PDhAu1DCIFhw4ahTZs2+YYgAJg9ezYcHR01PyXlElpYWBgiIiLyXBcREYGwsLDiLYiMTl7nyOPHj9G1a1c8evQIVapUwfLlyxmCiKjEMeog9ODBA6hUKlSsWFFrecWKFXH37t0C7ePgwYOIjo7G5s2b4ePjAx8fH5w9ezbPbadNm4aUlBTNz82bN4v8GoyBQqGAUqnM9UUXEREBpVIJhUIhUWVkLF4/R7KystC3b19cvHgRADBw4EDY2tpKWSIRkUGU+LvGmjdvDrVaXaBtra2tYW1tbeCKil9ISAgAQKlUah7nhKDw8HDNejJfr54jQgjcvXsXu3fvBgCMHTsW//3vf6Usj4jIYIw6CDk7O0OhUCA5OVlreXJyMipVqiRRVaYpJCQEaWlpmt/6s7KyGIJIy0cffYRjx44hNDRUs2zgwIFvvJGBiKgkMOpLY1ZWVmjQoAHi4+M1y9RqNeLj49G0aVMJKzNNz549A/DysoeVlRVDEOHx48dYvnw5OnTooBkkMYdCocDPP/8sYXVERIYneRBKS0tDYmIiEhMTAQDXrl1DYmIi/v33XwDAlClTsGzZMqxcuRJ///03PvroI6Snp2P48OESVm2a1q9fr/l7ZmbmGztQU8mWmpqKNWvWoFu3bqhYsSJGjBiBnTt3QqVSaQYftbS0hEql4jlCRCWfkFhCQoIAkOsnKChIs82CBQtEtWrVhJWVlWjcuLE4cuRIsdSWkpIiAIiUlJRiOZ4hff7551rvb+/evQUAER4eLnVpVAzS0tLEunXrRM+ePYW1tbXWueDl5SVmzpwpJk6cqHVOhIeH8xwhIpOky/e35EHIGC1cuFDUrVtXvPvuuyUiCOV8ob360717d7P/ogsNDX3jaw8PDxehoaHFW5CeZWRkiI0bN4q+ffuKUqVKaX3+tWvXFkqlUvz1119CiDeHHnM/R4jINOkShIy6s7RUxo0bh3HjxmkGZDJ1KpUKzZo1w6FDh9C8eXMcOHAA27dvx4oVKzTrzVHOLeMAtPpLvXpHnbEICwuDQqHIs19XREQEVCoVwsLCkJmZiZ07dyI6OhpbtmzB06dPNdvVqFED/fr1Q79+/VCvXj2tMYFUKlWenedzHpvrOUJEZqAYgpnJKkmXxho0aCAAiJ9//ll4enoKAGL58uVSlyW5nBaPSZMmievXrxttC8jbWmyGDBkihg8fLsqUKaPV8lOtWjXxySefiGPHjgm1Wi1R9URExYuXxvSkpAShlJQUIZfLBQBx8+ZNMXPmTAFAtG/fXurSjMKoUaO0wsOECROkLilPr4ah7OxsMWzYMAEg12UvFxcXMXHiRHHo0CGhUqmkLpuIqNjp8v1tVHONGRtd5ioxZtu3b0fnzp1Ro0YNXLlyBZcvX8Y777wDhUKBpKQklC9fXuoSJfPo0SP4+vpq7lIEXk7jMmjQIEyfPh3vvvuuhNXl9vHHH2vm3XtV+fLl0bt3b/Tr1w/NmzfnaOFEZNZKzFxjpB/79+8HALRo0QIAUKtWLTRo0AAqlQobN26UsjRJif8/D11OCLKweNllTq1WY/Xq1ahbty6CgoJw6dIlKctEeno6/ve//6FZs2a5QtDIkSOxa9cu3LlzBz/88ANatmzJEEREpAMGITOQE4RatmypWda/f38AwLp16ySpyRh8++23mgEEP/roI81o2wDw7rvvQq1WY9WqVahTpw6CgoJw+fLlYq3v5MmT+Oijj1C5cmUEBwfj8OHDkMtf/pPNCW3VqlVDQECA5jEREenI0NfpTFlJ6COUnp4uLC0tBQBx5coVzfIbN24IAEImk4lbt25JWKE0Dh48qOk31a1bN611OX1xPvzwQ9GlSxdN3xuFQiGCgoLEpUuXDFZXSkqKWLRokahfv75Wv5+aNWuKgIAAjvNDRFQA7CxdRCVpHKH4+HgBQFSpUiXXXUN+fn4CgPjuu++kKU4i9+/fF1WrVtUMJpjX3VSvjiN09OhR0blzZ61ANGzYMHH58mW91KNWq8WhQ4fE8OHDtTo+W1lZif79+4v4+HgRFhbGcX6IiAqIQUhPSkKLkFKpFADEwIEDc61bsGCBACCaNGkiQWXSUKlUolOnTgKAePfdd0VqamqBn/vnn39qnpsTiIYPH67V0qaLhw8finnz5on33ntPq/Wnbt26IjIyUty/f1+zbUkf/JGISJ9415ielIS7xlq3bo29e/di8eLF+PDDD7XW3b17F1WqVIFarcbVq1dRvXp1iaosPnPmzMG0adNgY2ODP//8E/Xq1dN5H3/++SfCwsIQFxcH4OXAjEFBQZg+fTpWrlyZ78CH2dnZaN26NZYtW4aNGzfixYsXAABbW1v07dsXo0aNQrNmzbQGOyQiIt3o9P1t8Fhmwky9Rej58+fCxsZGABB///13ntu0bdtWABCzZ88u5uqK3/79+4VCoRAAxLJly4q8v8OHD4uOHTtqWnIsLCw0fXteb72ZOnWqACDKlSun1frj4+MjoqKixOPHj4tcDxERvcRLY3pi6kHojz/+EABEhQoV3jiq8LJlywQA4e3tXbzFFbPk5GRRuXJlAUAMHjxYr6MsHzp0SHTo0EETbnI6YU+aNEnExcUJDw8PrfBjb28vRo8ezdGeiYgMRJfvb94+X4K9On7Qmy61fPDBB7CwsMDp06dx4cKF4iyv2KjVagwZMgR37txBnTp1sGjRIr1eemratCni4uJw8OBBtG/fHmq1GgAwb948dOzYEefPnwcANGnSBD/++COSkpKwZMkSNGzYkJfAiIgkxiBUgu3btw/A/w2kmJeyZcuiffv2AIDo6Ohiqau4zZo1Czt37oStrS1iYmJgb29vkOM0a9YMO3bswIEDB9CuXTvNcrlcjjNnzuDIkSMYMWKEwY5PRES6YxAqobKzs3Hw4EEA+QchQHtwRVHC+s4nJCQgNDQUAPDDDz/A09PT4Mf08/ODv78/AMDS0hJqtRqbN282+HGJiEh3DEIl1MmTJ5Geno4yZcrAy8sr32179OgBa2trXLhwAWfOnCmmCg3v7t27GDBgANRqNYYPH45hw4YVy3EjIiKgVCoRHh6OzMxMhIeHQ6lUIiIioliOT0REBccgVELl9A/y9/fXTMvwJqVLl0aXLl0AlJwpN1QqFQYOHIjk5GR4enrmOVGpIbwagnJuoQ8JCWEYIiIyUgxCeYiKioKHhwcaNWokdSmFltM/6NX5xfJT0i6PhYeHIyEhAXZ2doiJiUGpUqWK5bgqlUorBOXICUMqlapY6iAiooLhgIr5MNUBFVUqFcqVK4eUlBQcPXq0QIEuIyMDFSpUQHp6Oo4cOYImTZoUQ6WGsWvXLnTo0AFCCKxZswaDBg2SuiQiIipGunx/s0WoBDp37hxSUlJgb28PX1/fAj2nVKlS6NGjBwDTvjx2584dDBo0CEIIjBo1iiGIiIjyxSBUAuVcFvPz84OFhUWBn9evXz8AwPr16zVj4ZiS7OxsDBgwAPfv34e3tzfmz58vdUlERGTkGIRKoFcHUtRFhw4d4OjoiDt37uDAgQOGKM2gQkNDsX//ftjb22P9+vWwtbWVuiQiIjJyDEIljBBCE4QK2lE6h7W1NT744AMApnd5LC4uDrNmzQIA/Pjjj3j33XclroiIiEwBg1AJc+HCBdy/fx82NjZo2LChzs/PuXssJiYG2dnZ+i7PIG7duoXBgwcDAD766CPNJT4iIqK3YRAqYXJag5o2bQpra2udn9+mTRs4OzvjwYMH2LNnj77LK7KwsDCtsXiysrLQv39/PHz4EC4uLihbtqyE1RERkalhECphCjK/WH4sLCzQp08fAMZ5eUyhUGgNTDh9+nQcPHgQ1tbWSEpKKlT4IyIi88UgVIIUpX/Qq3Iuj23atAkvXrzQS2368uoozYMHD8Z///tfAMCLFy/yHMiQiIgoPwxCJcjVq1dx+/ZtWFpaFmlAxObNm6Ny5cpISUnBjh079FihfoSEhGDy5Mn4+eefNcsYgoiIqDAYhPJgqlNs5LQGNWrUqEhTSsjlck2H4+joaL3Upk+3b9/Gli1bNI8tLS0ZgoiIqFAYhPIwbtw4nD9/HseOHZO6FJ3oOr9YfnKC0JYtW5CRkVHk/enLvXv3EBAQgKtXrwJ4GYKysrI4mSkRERUKg1AJUtiBFPPSuHFjuLu7Iz09HbGxsUXenz48evQI7dq1w4ULFwAAkydPRmZmJmd2JyKiQmMQKiFu3ryJa9euQS6Xw8/Pr8j7k8lkWjPSSy0lJQUdOnTAmTNnAAATJ05EZGQkAO0O1AxDRESki4JPREVGLac1qH79+nBwcNDLPvv37485c+YgNjYWqampb53B11DS09PRpUsXHD9+HKVKlUJwcDDmzZuntU1OHyGVSiVBhUREZKoYhEoIfdw2/7p69eqhTp06uHDhArZs2YIhQ4bobd8F9ezZM3Tv3h0HDx5EmTJlsGfPHvj6+ua5LTtMExGRrnhprIQo6kCKeZH68lhmZiZ69+6NPXv2wN7eHnFxcW8MQURERIXBIFQCJCcn4+LFi5DJZPD399frvnPuHtu5cycePnyo133nJzs7GwMGDMDvv/8OW1tbxMbGFmlsJCIiorwwCJUAOZfFvLy84OTkpNd916lTBz4+PsjOzsavv/6q132/iUqlQlBQEDZt2gQrKyts2bJFry1dREREORiESgB93jafl5xWoeK4PKZWqzFmzBj88ssvsLCwwIYNG9CuXTuDH5eIiMwTg1AJYIiO0q/KCUIJCQm4e/euQY4BvJwrbdKkSfjxxx8hl8vxyy+/oFu3bgY7HhEREYOQiXv06BHOnj0LAHrvH5Rj5cqVqFq1KtRqNTZs2KC1LiIiAmFhYUU+hhACn3/+ORYsWACZTIYVK1agT58+Rd4vERFRfhiE8mBKc40dOHAAQgjUqVMHFStWNMgxFAoFbt26BUD78lhERASUSiUUCkWRjxEREaGZSX7x4sWS3KpPRETmh0EoD6Y015ghbpt/XUhICD755BMAwMGDB/Hvv/9qQpA+Zn3/5ptvEBoaCgD47rvvMHr06CLXTEREVBAcUNHEGbp/UI5vvvkGGzZswPXr1+Hu7g4hBAYMGIBx48YVab9RUVGYOnUqAGDWrFmYNGmSHqolIiIqGJkQQkhdhLFKTU2Fo6MjUlJSJJteIj+pqalwcnKCWq3Gv//+C1dXV4Meb/369ZqO0zlkMhm8vLzQokULtGzZEv7+/nleogsLC4NCodBqPVq+fDlGjBgB4GX/ppxQR0REVBS6fH+zRciEHTp0CGq1GtWrVzd4CAKAixcvAnjZZ0ilUsHZ2RkPHjzAmTNncObMGSxcuBDAy7GHcoJRixYtULVqVSgUCiiVSgAvL7WtXbsWI0eO1Ow7ICDA4PUTERG9jn2ETFhxXRYDoNUnKDs7G+Hh4Xjw4AGmTp2KmJgYjB8/HvXq1QMAXLhwAUuXLsWgQYPg6uqKmjVr4urVq+jZsyeUSiUGDBiAIUOGIKcxcsaMGZqQREREVJzYImTCiqOjNIA8O0bn/JmzfMGCBQBe3s5/4MAB7Nu3D/v378fJkydx9epVXL16VbO/V+88CwsLYwgiIiLJsI9QPoy5j1BGRgbKlCmDrKwsXLlyBTVq1DDYsfLq35MjIiICKpXqjWMJpaam4tChQ9i/fz/27duHY8eOISsrCwBgaWmJzMxMg9VNRETmSZfvbwahfBhzENqzZw/atm2LKlWq4ObNm5DJZFKXVCAhISGYOXMmLC0tkZWVpZfb74mIiF6ly/c3+wiZqFf7B5lKCIqIiMDMmTMRHh6OzMxMhIeHQ6lUIiIiQurSiIjITLGPkIky9ESr+va2fkavPiYiIiouDEIm6MWLFzh8+DAA0wlCKpUqz8tgOY9VKpUUZRERkZljH6F8GGsfoYMHD6J58+YoX748kpOTTebSGBERUXFgH6ES7tXb5hmCiIiICo9ByAQV50CKREREJRmDkAkICwvT3FmVnZ2NgwcPAnjZIhQREfHGMXyIiIgofwxCeYiKioKHhwcaNWokdSkAoJmnKyIiAqdOnUJaWhrKlCmDzZs3Q6lUQqFQSF0iERGRSWJn6XwYU2fpnNvP27dvj507d6J27dq4ePEiByQkIiJ6DWefL4FCQkJw584dLF68GAAYgoiIiPSALUL5MKYWocOHD6NTp05ISUkBwHm6iIiI3oS3z5cwe/fuRbt27bRCUFZWFqemICIiKiIGISO3Y8cOdOrUCenp6QCA6dOnc54uIiIiPWEfISO2ZcsW9O3bV3MJLCQkBOHh4Zq/A5yni4iIqCgYhIxUdHQ0Bg0aBJVKBQ8PD/Tu3RszZszQ2obzdBERERUNO0vnQ6rO0itWrMCIESOgVqsxZMgQLF++HBYWzKxEREQFwc7SJmzRokUYPnw41Go1Ro8ejRUrVjAEERERGQiDkBGJjIzE2LFjAQATJ07E4sWLIZfzIyIiIjIUfssaiZkzZ+I///kPAGDatGn47rvvOLM8ERGRgTEIFaNXJ0/NIYTAl19+qen4HBERgVmzZjEEERERFQN2PilGOZOnAi/v+BJCYPLkyZg/fz4AoEOHDpg+fbqUJRIREZkVBqFi9OrYP2q1Gnfu3MHSpUsBAF27dsVvv/0mZXlERERmh0GomIWEhEClUiEsLEyzrGfPnti0aZN0RREREZkp9hGSQJcuXTR/VygUDEFEREQSYRCSQFxcHADAwsICKpWK84URERFJhEGomEVERECpVCI8PBxZWVmcPJWIiEhC7CNUjF4NQTkdpzl5KhERkXQYhPIQFRWFqKgovU9mqlKptEJQDk6eSkREJA1OupoPqSZdJSIiosLjpKtEREREBcAgRERERGaLQYiIiIjMFoMQERERmS0GISIiIjJbDEJERERkthiEiIiIyGwxCBEREZHZYhAiIiIis8UgRERERGaLc43lI2f2kdTUVIkrISIiooLK+d4uyCxiDEL5ePr0KQDA1dVV4kqIiIhIV0+fPoWjo2O+23DS1Xyo1WrcuXMHDg4OkMlkUpdTbBo1aoRjx45JXYZJM9f3sCS9blN7LcZYrzHUVNw1pKamwtXVFTdv3uRk3RISQuDp06eoXLky5PL8ewGxRSgfcrkcVatWlbqMYqdQKPgPuIjM9T0sSa/b1F6LMdZrDDVJVUPp0qUlf+3m7m0tQTnYWZpyGTdunNQlmDxzfQ9L0us2tddijPUaQ03GUAMZN14aIyIi0pPU1FQ4OjoiJSWFLUImgi1CREREemJtbY3Q0FBYW1tLXQoVEFuEiIiIyGyxRYiIiIjMFoMQERERmS0GISIiIjJbDEJUrG7evIlWrVrBw8MD9erVQ0xMjNQlmRS+fyUDP0ci48HO0lSskpKSkJycDB8fH9y9excNGjTAP//8Azs7O6lLMwl8/0oGfo5ExoMtQlSsXFxc4OPjAwCoVKkSnJ2d8ejRI2mLMiF8/0oGfo6Uo2fPnnByckLv3r2lLsVsMQiZiEWLFqFevXqaYdubNm2K7du36/UY+/fvR7du3VC5cmXIZDJs3rw5z+2ioqLg7u4OGxsbNGnSBEePHi3U8U6cOAGVSlXsk9rOmTMHMpkMkyZN0ut+zeX9k9rt27cxePBglCtXDra2tvDy8sLx48f1tn9+jlScJk6ciFWrVkldhlljEDIRVatWxZw5c3DixAkcP34cbdq0QY8ePfDXX3/luf3BgweRlZWVa/n58+eRnJyc53PS09Ph7e2NqKioN9YRHR2NKVOmIDQ0FCdPnoS3tzc6dOiAe/fuabbx8fGBp6dnrp87d+5otnn06BGGDh2KpUuXFvQt0Itjx45hyZIlqFevXr7b8f0zTo8fP4afnx8sLS2xfft2nD9/Ht9++y2cnJzy3J6fIxm7Vq1awcHBQeoyzJsgk+Xk5CR+/PHHXMtVKpXw9vYWvXv3FtnZ2ZrlFy5cEBUrVhRff/31W/cNQPz666+5ljdu3FiMGzdO61iVK1cWs2fPLnDdz58/F/7+/mLVqlUFfo4+PH36VLzzzjti165domXLlmLixIl5bsf3z3h99tlnonnz5gXalp8jFdW+fftE165dhYuLyxvPhYULFwo3NzdhbW0tGjduLP7880+dj5OQkCB69eqlh4qpMNgiZIJUKhXWrVuH9PR0NG3aNNd6uVyO33//HadOncLQoUOhVqtx5coVtGnTBoGBgZg6dWqhjpuZmYkTJ04gICBA61gBAQE4fPhwgfYhhMCwYcPQpk0bDBkypFB1FNa4cePQpUsXrfrzwvfPeG3duhUNGzZEnz59UKFCBfj6+mLZsmV5bsvPkYrqba2D+moZJIlJHMRIB2fOnBF2dnZCoVAIR0dHERsbm+/2N27cENWqVRP9+vUT1apVE0OHDhVqtbpAx0Iev/3cvn1bABCHDh3SWv7pp5+Kxo0bF2i/f/zxh5DJZMLb21vzc+bMmQI9tyjWrl0rPD09xbNnz4QQIt8WoRx8/4yPtbW1sLa2FtOmTRMnT54US5YsETY2NmLFihVvfA4/R9KHvM4FfbQMCsEWIalZSJjBSEe1a9dGYmIiUlJSsGHDBgQFBWHfvn3w8PDIc/tq1aph9erVaNmyJWrUqIGffvoJMpmsmKvW1rx5c6jV6mI95s2bNzFx4kTs2rULNjY2BX4e3z/jo1ar0bBhQ8yaNQsA4Ovri3PnzmHx4sUICgrK8zn8HMkQcloGp02bplmma8sgGQdeGjMhVlZWqFWrFho0aIDZs2fD29sb8+fPf+P2ycnJGD16NLp164aMjAxMnjy5SMd3dnaGQqHI1ck0OTkZlSpVKtK+DenEiRO4d+8e6tevDwsLC1hYWGDfvn34/vvvYWFhAZVKlefz+P4ZHxcXl1zBv27duvj333/f+Bx+jmQIDx48gEqlQsWKFbWWV6xYEXfv3i3wfgICAtCnTx/8/vvvqFq1KkOUBBiETJharcaLFy/yXPfgwQO0bdsWdevWxaZNmxAfH4/o6Gh88sknhT6elZUVGjRogPj4eK0a4uPj8+yrZCzatm2Ls2fPIjExUfPTsGFDDBo0CImJiVAoFLmew/fPOPn5+eHixYtay/755x+4ubnluT0/RzJ2u3fvxv3795GRkYFbt27xHJIAL42ZiGnTpqFTp06oVq0anj59il9++QV79+7Fjh07cm2rVqvRqVMnuLm5ITo6GhYWFvDw8MCuXbvQpk0bVKlSJc/fitPS0nD58mXN42vXriExMRFly5ZFtWrVAABTpkxBUFAQGjZsiMaNG2PevHlIT0/H8OHDDffii8jBwQGenp5ay+zs7FCuXLlcywG+f8Zs8uTJaNasGWbNmoW+ffvi6NGjWLp0aZ63n/NzJENiy2AJInUnJSqY4OBg4ebmJqysrET58uVF27Ztxc6dO9+4/c6dOzUdg1918uRJcfPmzTyfk5CQIADk+gkKCtLabsGCBaJatWrCyspKNG7cWBw5cqRIr00Kb+sszffPeP3222/C09NTWFtbizp16oilS5e+cVt+jqQveENn6fHjx2seq1QqUaVKFZ07S5O0ONcYERFRHl5tHfT19UVkZCRat26taR2Mjo5GUFAQlixZomkZXL9+PS5cuJCr7xAZLwYhIiKiPOzduxetW7fOtTwoKAgrVqwAACxcuBDffPMN7t69Cx8fH3z//fdo0qRJMVdKRcEgRERERGaLd40RERGR2WIQIiIiIrPFIERERERmi0GIiIiIzBaDEBEREZktBiEiIiIyWwxCREREZLYYhIiIiMhsMQgRERGR2WIQIqJitXfvXshkMjx58uSN26xYsQJlypR54/rr169DJpMhMTFR7/URkXlhECIind29excTJ05ErVq1YGNjg4oVK8LPzw+LFi1CRkZGvs9t1qwZkpKS4OjoWOjju7q6IikpCZ6enoXeh6ljGCTSDwupCyAi03L16lX4+fmhTJkymDVrFry8vGBtbY2zZ89i6dKlqFKlCrp3757nc7OysmBlZYVKlSoVqQaFQlHkfbxNZmYmrKysDHoMIpIeW4SISCdjx46FhYUFjh8/jr59+6Ju3bqoUaMGevTogdjYWHTr1k2zrUwmw6JFi9C9e3fY2dnhq6++yvPS2IoVK1CtWjWUKlUKPXv2xMOHD/Ot4fXWkJx9xsfHo2HDhihVqhSaNWuGixcvaj3vt99+Q6NGjWBjYwNnZ2f07NlTs87d3R0REREYOnQoSpcujdGjRwMADhw4AH9/f9ja2sLV1RUTJkxAenq61vNmzpyJoUOHwt7eHm5ubti6dSvu37+PHj16wN7eHvXq1cPx48e1ainIfmfNmoXg4GA4ODigWrVqWLp0qWZ99erVAQC+vr6QyWRo1apVvu8ZEb2BICIqoAcPHgiZTCZmz55doO0BiAoVKojly5eLK1euiBs3boiEhAQBQDx+/FgIIcSRI0eEXC4XX3/9tbh48aKYP3++KFOmjHB0dHzjfq9duyYAiFOnTgkhhGafTZo0EXv37hV//fWX8Pf3F82aNdM8Z9u2bUKhUAilUinOnz8vEhMTxaxZszTr3dzcROnSpcXcuXPF5cuXNT92dnbiu+++E//88484ePCg8PX1FcOGDdN6XtmyZcXixYvFP//8Iz766CNRunRp0bFjR7F+/Xpx8eJFERgYKOrWrSvUarUQQui036ioKHHp0iUxe/ZsIZfLxYULF4QQQhw9elQAELt37xZJSUni4cOHBfpMiEgbgxARFdiRI0cEALFp0yat5eXKlRN2dnbCzs5OTJ06VbMcgJg0aZLWtq8HoQEDBojOnTtrbdOvX79CBaHdu3drtomNjRUAxLNnz4QQQjRt2lQMGjTojft0c3MTgYGBWstGjBghRo8erbXsjz/+EHK5XLNfNzc3MXjwYM36pKQkAUCEhIRolh0+fFgAEElJSYXer1qtFhUqVBCLFi3K8z0gosLhpTEiKrKjR48iMTER7733Hl68eKG1rmHDhvk+9++//0aTJk20ljVt2rRQddSrV0/zdxcXFwDAvXv3AACJiYlo27Ztvs9/vdbTp09jxYoVsLe31/x06NABarUa165dy/O4FStWBAB4eXnlWpZTS2H2K5PJUKlSJc0+iEg/2FmaiAqsVq1akMlkufre1KhRAwBga2ub6zl2dnbFUhsAWFpaav4uk8kAAGq1GkDetb3u9VrT0tLw4YcfYsKECbm2rVatWr7Hza+Wwuw3Zz85+yAi/WAQIqICK1euHNq1a4eFCxfi448/1kvIqVu3Lv7880+tZUeOHCnyfl9Xr149xMfHY/jw4QV+Tv369XH+/HnUqlVLr7XoY785d7SpVCp9lUVklnhpjIh08sMPPyA7OxsNGzZEdHQ0/v77b1y8eBFr1qzBhQsXoFAodNrfhAkTEBcXh7lz5+LSpUtYuHAh4uLi9F53aGgo1q5di9DQUPz99984e/Ysvv7663yf89lnn+HQoUMYP348EhMTcenSJWzZsgXjx48vUi362G+FChVga2uLuLg4JCcnIyUlpUg1EZkrBiEi0knNmjVx6tQpBAQEYNq0afD29kbDhg2xYMECfPLJJ4iIiNBpf++//z6WLVuG+fPnw9vbGzt37sT06dP1XnerVq0QExODrVu3wsfHB23atMHRo0fzfU69evWwb98+/PPPP/D394evry+USiUqV65cpFr0sV8LCwt8//33WLJkCSpXrowePXoUqSYicyUTQgipiyAiIiKSAluEiIiIyGwxCBEREZHZYhAiIiIis8UgRERERGaLQYiIiIjMFoMQERERmS0GISIiIjJbDEJERERkthiEiIiIyGwxCBEREZHZYhAiIiIis/X/ACr3vekdWdfuAAAAAElFTkSuQmCC\n", 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" ] @@ -688,7 +672,7 @@ "source": [ "grad_upper = np.polyfit(np.log10(2*np.pi/(240*np.array(refinements[:6]))),\n", " np.log10(errs_max[:6]), 1)[0]\n", - "assert np.isclose(grad_upper, 3.728974340323545)" + "assert np.isclose(grad_upper, 3.728974340323545, rtol=1e-4)" ] }, { @@ -696,11 +680,20 @@ "execution_count": 4, "id": "2c6fda75", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "1.6489222581534682\n" + ] + } + ], "source": [ "grad_lower = np.polyfit(np.log10(2*np.pi/(240*np.array(refinements[6:]))),\n", " np.log10(errs_max[6:]), 1)[0]\n", - "assert np.isclose(grad_lower, 1.6489894599122552)" + "print(grad_lower)\n", + "assert np.isclose(grad_lower, 1.6489894599122552, rtol=1e-4)" ] } ], From 19c885bb97cce84bc28ca3aeb7f9ac5a497ba8a4 Mon Sep 17 00:00:00 2001 From: Edward Caunt Date: Thu, 29 Jun 2023 12:51:49 +0100 Subject: [PATCH 7/9] example: added norm check to 3D acoustic notebook --- examples/11_3D_2nd_order_acoustic_parabola.ipynb | 13 ++++++++----- 1 file changed, 8 insertions(+), 5 deletions(-) diff --git a/examples/11_3D_2nd_order_acoustic_parabola.ipynb b/examples/11_3D_2nd_order_acoustic_parabola.ipynb index 5c95eb0..03303a9 100644 --- a/examples/11_3D_2nd_order_acoustic_parabola.ipynb +++ b/examples/11_3D_2nd_order_acoustic_parabola.ipynb @@ -22,7 +22,7 @@ "outputs": [ { "data": { - "image/png": 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\n", 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\n", 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\n", + "image/png": 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\n", 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" ] @@ -147,7 +147,8 @@ "output_type": "stream", "text": [ "Generating stencils for Derivative(p(t, x, y, z), (x, 2))\n", - "Generating stencils for Derivative(p(t, x, y, z), (y, 2))\n" + "Generating stencils for Derivative(p(t, x, y, z), (y, 2))\n", + "Generating stencils for Derivative(p(t, x, y, z), (z, 2))\n" ] } ], @@ -244,7 +245,9 @@ "metadata": {}, "outputs": [], "source": [ - "np.linalg.norm(p.data)" + "import numpy as np\n", + "\n", + "assert np.isclose(np.linalg.norm(p.data), 95.23426)" ] } ], @@ -265,7 +268,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.8.5" + "version": "3.10.8" } }, "nbformat": 4, From 0635e0ac802491574b7001c4fe5347a166ab886b Mon Sep 17 00:00:00 2001 From: Edward Caunt Date: Thu, 29 Jun 2023 13:19:25 +0100 Subject: [PATCH 8/9] geometry: added floating point tolerance back into interior sectioning --- schism/geometry/geometry.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/schism/geometry/geometry.py b/schism/geometry/geometry.py index 4d84279..e02a4e4 100644 --- a/schism/geometry/geometry.py +++ b/schism/geometry/geometry.py @@ -236,8 +236,10 @@ def _get_interior_mask(self): _, i = kdtree.query(query, workers=-1) # Check nearest boundary point not in box + # Errs on the side of caution (cutoff slightly larger + # according to floating point precision) interior = np.any(np.abs(query - bp[i]) - > cutoff*np.array(spacing)[np.newaxis, :], + > (cutoff+_feps)*np.array(spacing)[np.newaxis, :], axis=1) # Fill interior mask away from boundary From 48180ebe6f1f75ab72693fb0900b5b5f70febc2d Mon Sep 17 00:00:00 2001 From: Edward Caunt Date: Thu, 29 Jun 2023 14:41:34 +0100 Subject: [PATCH 9/9] geometry: fixed the staggered interior-sectioning test --- schism/geometry/geometry.py | 5 +++-- tests/test_geometry.py | 3 ++- 2 files changed, 5 insertions(+), 3 deletions(-) diff --git a/schism/geometry/geometry.py b/schism/geometry/geometry.py index e02a4e4..57f9ab7 100644 --- a/schism/geometry/geometry.py +++ b/schism/geometry/geometry.py @@ -214,7 +214,7 @@ def _get_interior_mask(self): # Exclude exterior points # Check against min(grid.spacing)*eta as anything within # this is probably too close anyway - mask_inside = sdf.data > min(spacing)*cutoff + _feps + mask_inside = sdf.data > min(spacing)*cutoff mask_near = np.logical_and(mask_near, mask_inside) # Set up boundary points in physical space @@ -238,8 +238,9 @@ def _get_interior_mask(self): # Check nearest boundary point not in box # Errs on the side of caution (cutoff slightly larger # according to floating point precision) + cutoff_check = (cutoff+_feps)*np.array(spacing)[np.newaxis, :] interior = np.any(np.abs(query - bp[i]) - > (cutoff+_feps)*np.array(spacing)[np.newaxis, :], + > cutoff_check, axis=1) # Fill interior mask away from boundary diff --git a/tests/test_geometry.py b/tests/test_geometry.py index ffebfd1..86418ac 100644 --- a/tests/test_geometry.py +++ b/tests/test_geometry.py @@ -14,6 +14,7 @@ def read_sdf(surface, dims): """Unpickle an sdf""" path = os.path.dirname(os.path.abspath(__file__)) fname = path + '/sdfs/' + surface + '_' + str(dims) + 'd.dat' + print(fname) with open(fname, 'rb') as f: sdf = pickle.load(f) return sdf @@ -275,7 +276,7 @@ def test_interior_mask_staggered(self, surface, setup): check_mask = ymsh < 50 check_mask_stagger = ymsh < 51 for origin in bg.interior_mask: - if origin == (zero, zero): + if origin == (zero, zero) or origin == (zero, h_y/2): check = bg.interior_mask[origin][slices] \ == check_mask[slices] else: