From 5cefc81fceae86493d73b2d71b40055ef0e71207 Mon Sep 17 00:00:00 2001 From: Philippe Tillet Date: Mon, 29 Mar 2021 11:59:18 -0400 Subject: [PATCH] [GH-PAGES] Updated website --- .../tutorials_jupyter.zip | Bin 40215 -> 40297 bytes .../tutorials_python.zip | Bin 32684 -> 32760 bytes .../03-matrix-multiplication.ipynb | 6 +- .../03-matrix-multiplication.py | 16 +- _images/cuda-parallel-matmul1.png | Bin 0 -> 9749 bytes _images/halide-iteration1.png | Bin 0 -> 12603 bytes _images/polyhedral-iteration1.png | Bin 0 -> 60567 bytes _images/sphx_glr_01-vector-add_001.png | Bin 31097 -> 27876 bytes _images/sphx_glr_01-vector-add_thumb.png | Bin 19770 -> 17472 bytes _images/sphx_glr_02-fused-softmax_001.png | Bin 38927 -> 35693 bytes _images/sphx_glr_02-fused-softmax_thumb.png | Bin 24917 -> 22955 bytes .../sphx_glr_03-matrix-multiplication_001.png | Bin 50275 -> 47162 bytes ...phx_glr_03-matrix-multiplication_thumb.png | Bin 31697 -> 29443 bytes _images/triton-parallel-matmul1.png | Bin 0 -> 3115 bytes .../tutorials/01-vector-add.rst.txt | 4 +- .../tutorials/02-fused-softmax.rst.txt | 4 +- .../03-matrix-multiplication.rst.txt | 40 +- .../tutorials/sg_execution_times.rst.txt | 8 +- .../programming-guide/introduction.rst.txt | 69 +++ .../programming-guide/related-work.rst.txt | 209 +++++++++ _sources/programming-guide/triton-c.rst.txt | 83 ++++ getting-started/tutorials/01-vector-add.html | 4 +- .../tutorials/02-fused-softmax.html | 4 +- .../tutorials/03-matrix-multiplication.html | 20 +- .../tutorials/sg_execution_times.html | 20 +- objects.inv | Bin 898 -> 916 bytes programming-guide/introduction.html | 307 +++++++++++++ programming-guide/related-work.html | 425 ++++++++++++++++++ programming-guide/triton-c.html | 271 +++++++++++ searchindex.js | 2 +- 30 files changed, 1437 insertions(+), 55 deletions(-) create mode 100644 _images/cuda-parallel-matmul1.png create mode 100644 _images/halide-iteration1.png create mode 100644 _images/polyhedral-iteration1.png create mode 100644 _images/triton-parallel-matmul1.png create mode 100644 _sources/programming-guide/introduction.rst.txt create mode 100644 _sources/programming-guide/related-work.rst.txt create mode 100644 _sources/programming-guide/triton-c.rst.txt create mode 100644 programming-guide/introduction.html create mode 100644 programming-guide/related-work.html create mode 100644 programming-guide/triton-c.html diff --git a/_downloads/662999063954282841dc90b8945f85ce/tutorials_jupyter.zip b/_downloads/662999063954282841dc90b8945f85ce/tutorials_jupyter.zip index 4da79a8d891a74c6ffa26b4d8bf2605083642ae5..20136fe3cf0feea818ca0f97f68aed39ad934141 100644 GIT binary patch delta 377 zcmbQfi|OSqCf)#VW)=|!5O}_$X7e-mqiW2ywY8hq<+bRF!em5t)&!}XV0-o6oq^%~ zMsXMI`j|WgBv4$Gtb;0&l3JFToN5c9FyzuQ^HPg}l3*H5HnFrMzoaxTH9k2%FD)~@ z*cM#?q@D|5`Q-W9Qrt*pOo|rSd{(=Pf3t`65>~e4(xjZk;>jN!yn#$7AIIR$j*eRy zVZyRmj+QkxSR`uG_WH^1v&!a8|_yujqeQynJ9dW&uTHFXK&&vM&6@p%rVQ#H(yn2(bZyP5@E*T2B16Sz%GLjOBxv%CL7OH;zcM2 znlyRh9BHPT?vvNeQB(jL7_ diff --git a/_downloads/763344228ae6bc253ed1a6cf586aa30d/tutorials_python.zip b/_downloads/763344228ae6bc253ed1a6cf586aa30d/tutorials_python.zip index 211129d2ebac2af983c7cb00ab3831e2af39a507..094cf074b053d9cf04818e9ac8fb2544b9ffbe55 100644 GIT binary patch delta 436 zcmZ4UpYg|kM&1B#W)=|!5O}nsX7hO)V>xDx+S<*m(WjL~VKN_g)C4_S5IFs+4Fki~ zjpB>d>bVqYlUO|2-NF;dbnVqGcbU#Fp6$7xyg<7;#vshD8UH~QfU delta 287 zcmezIpK;B9M)3e|W)=|!5Qte;9(3eV)7(xQ28Pbf%1(>bCi|JF$|shVA@rN);f z<`mn)dCB>CX_@K8I+MLJr8ehfy6`e4Zr)V(lzFn9l)&T_Rd$mrtc5rKs+!I?IYP#D z^Yt26CT^HT{>#cY@*2xA2Q4e#>@0U$S(A}Tgc*w)fbNh6y9`1sX=IqJ?j*+_;EhlZ zG-|SDy)@Gyo5^nVa^64_gQi-(5m>6szyQL+DB6ESF)$by>86zyr>5u@=ckqACRXSb VR0epnvVqhw1K|lEeXb6~0|1|zQKbL? diff --git a/_downloads/b51b68bc1c6b1a5e509f67800b6235af/03-matrix-multiplication.ipynb b/_downloads/b51b68bc1c6b1a5e509f67800b6235af/03-matrix-multiplication.ipynb index 84c1c8fa4..9c857f938 100644 --- a/_downloads/b51b68bc1c6b1a5e509f67800b6235af/03-matrix-multiplication.ipynb +++ b/_downloads/b51b68bc1c6b1a5e509f67800b6235af/03-matrix-multiplication.ipynb @@ -83,7 +83,7 @@ }, "outputs": [], "source": [ - "src = \"\"\"\n#define MAX_GROUP_SIZE 8\n\n__global__ void dot(TYPE* A, TYPE* B, TYPE* C, \n int M, int N, int K, \n int lda, int ldb, int ldc) {\n int pid = get_program_id(0);\n int grid_m = (M + MB - 1) / MB;\n int grid_n = (N + NB - 1) / NB;\n int width = MAX_GROUP_SIZE * grid_n;\n int group_id = pid / width;\n int group_size = min(grid_m - group_id * MAX_GROUP_SIZE, MAX_GROUP_SIZE);\n int pid_m = group_id * MAX_GROUP_SIZE + (pid % group_size);\n int pid_n = (pid % width) / (group_size);\n int rm[MB] = pid_m * MB + 0 ... MB;\n int rn[NB] = pid_n * NB + 0 ... NB;\n int rk[KB] = 0 ... KB;\n TYPE *pa[MB, KB] = A + (rk [newaxis, :] * 1 + rm[:, newaxis] * lda);\n TYPE *pb[KB, NB] = B + (rk[:, newaxis] * ldb + rn [newaxis, :] * 1);\n float acc[MB, NB] = 0;\n for (int k = K; k > 0; k -= KB) {\n acc += (*pa) @ (*pb);\n pa += KB * 1;\n pb += KB * ldb;\n }\n rm = pid_m * MB + 0 ... MB;\n rn = pid_n * NB + 0 ... NB;\n TYPE *pc[MB, NB] = C + (rm[:, newaxis] * ldc + rn[newaxis, :]);\n *? (rm[:, newaxis] < M && rn [newaxis, :] < N) pc = acc;\n}\n\"\"\"\n\n\ndef make_kernel(device, dtype):\n key = (device, dtype)\n cache = make_kernel.cache\n if key not in cache:\n defines = {'TYPE': dtype}\n cache[key] = triton.kernel(src, device=device, defines=defines, autotune_vals=autotune_configs, autotune_key=autotune_key)\n return cache[key]\n\n\nmake_kernel.cache = dict()" + "src = \"\"\"\n#define MAX_GROUP_SIZE 8\n\n__global__ void dot(TYPE* A, TYPE* B, TYPE* C, \n int M, int N, int K, \n int lda, int ldb, int ldc) {\n int pid = get_program_id(0);\n int grid_m = (M + MB - 1) / MB;\n int grid_n = (N + NB - 1) / NB;\n int width = MAX_GROUP_SIZE * grid_n;\n int group_id = pid / width;\n int group_size = min(grid_m - group_id * MAX_GROUP_SIZE, MAX_GROUP_SIZE);\n int pid_m = group_id * MAX_GROUP_SIZE + (pid % group_size);\n int pid_n = (pid % width) / (group_size);\n int rm[MB] = pid_m * MB + 0 ... MB;\n int rn[NB] = pid_n * NB + 0 ... NB;\n int rk[KB] = 0 ... KB;\n TYPE *pa[MB, KB] = A + (rk [newaxis, :] * 1 + rm[:, newaxis] * lda);\n TYPE *pb[KB, NB] = B + (rk[:, newaxis] * ldb + rn [newaxis, :] * 1);\n float acc[MB, NB] = 0;\n for (int k = K; k > 0; k -= KB) {\n acc += (*pa) @ (*pb);\n pa += KB * 1;\n pb += KB * ldb;\n }\n rm = pid_m * MB + 0 ... MB;\n rn = pid_n * NB + 0 ... NB;\n TYPE *pc[MB, NB] = C + (rm[:, newaxis] * ldc + rn[newaxis, :]);\n *? (rm[:, newaxis] < M && rn [newaxis, :] < N) pc = acc;\n}\n\"\"\"\n\n\ndef make_kernel(device, dtype):\n key = (device, dtype)\n cache = make_kernel.cache\n if key not in cache:\n defines = {'TYPE': dtype}\n cache[key] = triton.kernel(\n src,\n device=device,\n defines=defines,\n autotune_configs=autotune_configs,\n autotune_key=autotune_key,\n )\n return cache[key]\n\n\nmake_kernel.cache = dict()" ] }, { @@ -126,7 +126,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "## Benchmark\n\n### Installing The CUTLASS Bindings\n\nThe cuBLAS library (used by :code:`torch.matmul`) uses handwritten assembly-level optimizations that cannot be replicated using publicly available tools.\nFor this reason, we will instead compare the performance of our kernel against `CUTLASS `_ , a highly optimized CUDA library for matrix multiplication written by NVIDIA themselves._\nTo install CUTLASS, you need a recent version of cmake:\n\n .. code-block:: bash\n\n cd /path/to/cutlass/\n git clone https://github.com/NVIDIA/cutlass.git\n cd cutlass\n mkdir build\n cd build\n wget https://github.com/Kitware/CMake/releases/download/v3.19.4/cmake-3.19.4-Linux-x86_64.tar.gz\n tar xzvf *.tar.gz\n\nYou can then install CUTLASS as follows for V100\n\n .. code-block:: bash\n\n ./cmake-3.19.4-Linux-x86_64/bin/cmake ../ -DCUTLASS_NVCC_ARCHS_ENABLED=70 -DCUTLASS_LIBRARY_KERNELS=cutlass_tensorop_f16_s884gemm_f16_*_align8\n make -j8 install\n\nOr as follows for A100:\n\n .. code-block:: bash\n\n ./cmake-3.19.4-Linux-x86_64/bin/cmake ../ -DCUTLASS_NVCC_ARCHS_ENABLED=80 -DCUTLASS_LIBRARY_KERNELS=cutlass_tensorop_f16_s16816gemm_*align8\n make -j8 install\n\nWhere you can change CUTLASS_LIBRARY_KERNELS as you desire. Here, we are only interested in FP16 tensor core performance.\nTriton comes with some basic Python bindings for benchmarking CUTLASS. These will be compiled when the environment variables :code:`CUTLASS_INCLUDE_DIR` and :code:`CUTLASS_LIBRARY_DIR` are set during the installation process.\nTo re-install Triton with the updated CUTLASS bindings, run the following command:\n\n.. code-block:: bash\n\n export CUTLASS_INCLUDE_DIR=/tmp/cutlass/build/install/include/\n export CUTLASS_LIBRARY_DIR=/tmp/cutlass/build/install/lib/a\n pip uninstall -y triton\n pip install -e \"git+https://github.com/ptillet/triton.git#egg=triton&subdirectory=python\"\n\nWhich we can test as follows:\n\n" + "## Benchmark\n\n### Installing The CUTLASS Bindings\n\nThe cuBLAS library (used by :code:`torch.matmul`) uses handwritten assembly-level optimizations that cannot be replicated using publicly available tools.\nFor this reason, we will instead compare the performance of our kernel against `CUTLASS `_ , a highly optimized CUDA library for matrix multiplication written by NVIDIA themselves._\nTo install CUTLASS, you need a recent version of cmake:\n\n .. code-block:: bash\n\n cd /path/to/cutlass/\n git clone https://github.com/NVIDIA/cutlass.git\n cd cutlass\n mkdir build\n cd build\n wget https://github.com/Kitware/CMake/releases/download/v3.19.4/cmake-3.19.4-Linux-x86_64.tar.gz\n tar xzvf *.tar.gz\n\nYou can then install CUTLASS as follows for V100\n\n .. code-block:: bash\n\n ./cmake-3.19.4-Linux-x86_64/bin/cmake ../ -DCUTLASS_NVCC_ARCHS_ENABLED=70 -DCUTLASS_LIBRARY_KERNELS=cutlass_tensorop_f16_s884gemm_f16_*_align8\n make -j8 install\n\nOr as follows for A100:\n\n .. code-block:: bash\n\n ./cmake-3.19.4-Linux-x86_64/bin/cmake ../ -DCUTLASS_NVCC_ARCHS_ENABLED=80 -DCUTLASS_LIBRARY_KERNELS=cutlass_tensorop_f16_s16816gemm_*align8\n make -j8 install\n\nWhere you can change CUTLASS_LIBRARY_KERNELS as you desire. Here, we are only interested in FP16 tensor core performance.\nTriton comes with some basic Python bindings for benchmarking CUTLASS. These will be compiled when the environment variables :code:`CUTLASS_INCLUDE_DIR` and :code:`CUTLASS_LIBRARY_DIR` are set during the installation process.\nTo re-install Triton with the updated CUTLASS bindings, run the following command:\n\n.. code-block:: bash\n\n export CUTLASS_INCLUDE_DIR=/tmp/cutlass/build/install/include/\n export CUTLASS_LIBRARY_DIR=/tmp/cutlass/build/install/lib/\n pip uninstall -y triton\n pip install -e \"git+https://github.com/ptillet/triton.git#egg=triton&subdirectory=python\"\n\nWhich we can test as follows:\n\n" ] }, { @@ -155,7 +155,7 @@ }, "outputs": [], "source": [ - "@triton.testing.perf_report(\n triton.testing.Benchmark(\n x_names=['M', 'N', 'K'], # argument names to use as an x-axis for the plot\n x_vals=[256 * i for i in range(2, 33)], # different possible values for `x_name`\n y_name='provider', # argument name whose value corresponds to a different line in the plot\n y_vals=['torch', 'triton', 'cutlass'], # possible keys for `y_name`\n y_lines=[\"Torch\", \"Triton\", 'CUTLASS'], # label name for the lines\n ylabel=\"TFLOPS\", # label name for the y-axis\n plot_name=\"matmul-performance\", # name for the plot. Used also as a file name for saving the plot.\n args={}\n )\n)\ndef benchmark(M, N, K, provider):\n a = torch.randn((M, K), device='cuda', dtype=torch.float16)\n b = torch.randn((K, N), device='cuda', dtype=torch.float16)\n if provider == 'torch':\n ms, min_ms, max_ms = triton.testing.do_bench(lambda: torch.matmul(a, b))\n if provider == 'triton':\n ms, min_ms, max_ms = triton.testing.do_bench(lambda: dot(a, b))\n if provider == 'cutlass':\n ms, min_ms, max_ms = triton.testing.do_bench(lambda: triton.testing.cutlass_matmul(a, b))\n perf = lambda ms: 2 * M * N * K * 1e-12 / (ms * 1e-3)\n return perf(ms), perf(max_ms), perf(min_ms)\n\n\nbenchmark.run(show_plots=True)" + "@triton.testing.perf_report(\n triton.testing.Benchmark(\n x_names=['M', 'N', 'K'], # argument names to use as an x-axis for the plot\n x_vals=[256 * i for i in range(2, 33)], # different possible values for `x_name`\n y_name='provider', # argument name whose value corresponds to a different line in the plot\n y_vals=['cublas', 'triton', 'cutlass'], # possible keys for `y_name`\n y_lines=[\"cuBLAS\", \"Triton\", 'CUTLASS'], # label name for the lines\n ylabel=\"TFLOPS\", # label name for the y-axis\n plot_name=\"matmul-performance\", # name for the plot. Used also as a file name for saving the plot.\n args={}\n )\n)\ndef benchmark(M, N, K, provider):\n a = torch.randn((M, K), device='cuda', dtype=torch.float16)\n b = torch.randn((K, N), device='cuda', dtype=torch.float16)\n if provider == 'cublas':\n ms, min_ms, max_ms = triton.testing.do_bench(lambda: torch.matmul(a, b))\n if provider == 'triton':\n ms, min_ms, max_ms = triton.testing.do_bench(lambda: dot(a, b))\n if provider == 'cutlass':\n ms, min_ms, max_ms = triton.testing.do_bench(lambda: triton.testing.cutlass_matmul(a, b))\n perf = lambda ms: 2 * M * N * K * 1e-12 / (ms * 1e-3)\n return perf(ms), perf(max_ms), perf(min_ms)\n\n\nbenchmark.run(show_plots=True)" ] }, { diff --git a/_downloads/d5fee5b55a64e47f1b5724ec39adf171/03-matrix-multiplication.py b/_downloads/d5fee5b55a64e47f1b5724ec39adf171/03-matrix-multiplication.py index b6cd299bd..10534e874 100644 --- a/_downloads/d5fee5b55a64e47f1b5724ec39adf171/03-matrix-multiplication.py +++ b/_downloads/d5fee5b55a64e47f1b5724ec39adf171/03-matrix-multiplication.py @@ -229,7 +229,13 @@ def make_kernel(device, dtype): cache = make_kernel.cache if key not in cache: defines = {'TYPE': dtype} - cache[key] = triton.kernel(src, device=device, defines=defines, autotune_vals=autotune_configs, autotune_key=autotune_key) + cache[key] = triton.kernel( + src, + device=device, + defines=defines, + autotune_configs=autotune_configs, + autotune_key=autotune_key, + ) return cache[key] @@ -319,7 +325,7 @@ print(torch.allclose(c_0, c_1, rtol=1e-3, atol=1e-3)) # .. code-block:: bash # # export CUTLASS_INCLUDE_DIR=/tmp/cutlass/build/install/include/ -# export CUTLASS_LIBRARY_DIR=/tmp/cutlass/build/install/lib/a +# export CUTLASS_LIBRARY_DIR=/tmp/cutlass/build/install/lib/ # pip uninstall -y triton # pip install -e "git+https://github.com/ptillet/triton.git#egg=triton&subdirectory=python" # @@ -343,8 +349,8 @@ print(torch.allclose(c_0, c_2, rtol=1e-3, atol=1e-3)) x_names=['M', 'N', 'K'], # argument names to use as an x-axis for the plot x_vals=[256 * i for i in range(2, 33)], # different possible values for `x_name` y_name='provider', # argument name whose value corresponds to a different line in the plot - y_vals=['torch', 'triton', 'cutlass'], # possible keys for `y_name` - y_lines=["Torch", "Triton", 'CUTLASS'], # label name for the lines + y_vals=['cublas', 'triton', 'cutlass'], # possible keys for `y_name` + y_lines=["cuBLAS", "Triton", 'CUTLASS'], # label name for the lines ylabel="TFLOPS", # label name for the y-axis plot_name="matmul-performance", # name for the plot. Used also as a file name for saving the plot. args={} @@ -353,7 +359,7 @@ print(torch.allclose(c_0, c_2, rtol=1e-3, atol=1e-3)) def benchmark(M, N, K, provider): a = torch.randn((M, K), device='cuda', dtype=torch.float16) b = torch.randn((K, N), device='cuda', dtype=torch.float16) - if provider == 'torch': + if provider == 'cublas': ms, min_ms, max_ms = triton.testing.do_bench(lambda: torch.matmul(a, b)) if provider == 'triton': ms, min_ms, max_ms = triton.testing.do_bench(lambda: dot(a, b)) diff --git a/_images/cuda-parallel-matmul1.png b/_images/cuda-parallel-matmul1.png new file mode 100644 index 0000000000000000000000000000000000000000..8050ad150af0e379d2cb0dc7da5cd988f5041564 GIT binary patch literal 9749 zcmb_?2UJtp_CDfRkP$`!X#z7y3kpb4Iw%SVNDx9Vq9DDO5Gf&wC?ZXz2_zsjhAJS0 zmLOd~66u}LLk~Sb0{o(HeCt2+{_nkczPDCR?%LPu19lpbl}T$bPMZ%=!$Z5WqEo3yPBG6bj8<`Rn;}+=!)u^nhNxXsw&!lX;%H_TD{bl zFJGFQn|peChKGmAWb)+Xl+*# zY-wrP+S;0)o*o(+YHe*@TwGjOSRj!|+uPgw`}_U<{RamJj~+d;x3`asj7&{UEh#C< z$jHdf&TemS@9gXxA0J;^Tl4q#4+{$m3JQAl>Qz!wlC!h(%*+e|fpBneK%r3O<>fv; zK3-m4PoF+5EiJ`jvAw;$(b3T#KYk<+9FIucesA8qadC0U z&CLxA3`|T+ba!`eY;1h??3ss$$HRvYBO)TYySt;JqO!8G;Ba_cT%5PJcV=d0PEJlr zO3K{aTzq^y6bcOp2uMy&e*OA&U0od#iG;ymPo6xXP$=);zsF!Oj~_qAe+4duqRHMnkha*PhpT98m zD(lgf<@7XV|477r=TxL>@Voh>93gZc`Ay^_+CQ}uQi z{Mv@^nPuGLuQzyCMHncm;X$6|n#vI6E(WPIowg0{urc@^b>0sNYc*(a|zz{gdQ0w#UR3jv{@PpFq6wZaSX_5clOSCVAB9*tHe{A z`4n8LP2jB@oIgt@Jz?FkE#V@s{iUc_t>7m!;UVECbSQ{TuK&ui@`W8WU{u%X>u zAE2Pb^nZAJe~v?a{_dLNO#WQE$|Ce(n%5FBGJsnkNW;}ksTVV4%}SD-CJNcQAPijV zW*gR5F$(TK@K#ge45y@{$3QoCmDec&vuG2!DMX*h!C^+ZksS^L!D_{GS@$ zNW)CY_Fyw9?8|um1&N#m<9-xi%CmGSQE-aUtknZyup}|G&^9w+c+&CdS{=ZAoRx_!4~J_yQ;UHixb(!;99yH$Hu31&6`bTH9Tf>Y6WKt zC-bt&;u9|G?oPm3o(YYcpF;}}kGkr|oCNhOT3Ya&7HJ5C6U&rfjYa^;5BrJYwhkWa zY?YO<2stZQ`|N?#U=xAOI;BCOOft#RyfVBNIo>l%_Lo$gxi(mjuDYY9U_`pMD@M@p zbEZTybEFVPZ5gzCC`^jGqGZBLV1ds8YSEovvCIWR3WGK+#l@Nhl~X)!Ars^eWgN`k z0o`T;N5YdZesACSIB#I15B6>H`edLz-CmE1+jMzOFjuDBg^4J?-_~`&-`kytQH;s| z1QER=H__8+o0df|9ap;xt06&zy@6r}o706$ady;Fj0-Xb6ahr699k~@f^#t+>G672 z+^dT?flu`bE}skv7_V=&m&|qMR#3J~A{p8)Ho-xtSErxcpp5S4RXR{8$SHzS&%p20e6p{m@i=ZDS8%S}#tWl+2a`?iwWBct5sROGw5 z6N!eoBWAN!$gyc<#UkHe{$HRnp6~bD^OA}zk$sz(F?fm;F?ql)=_(KmD=Av!DMq*2 zZ%9OYz#^cnXwoIVy_-wXCJxc@k?@&e&g$T;<|MMpa=VXcSqkB^d|9gXNM&{r=xwgs zvV_=fMs*i>A+xR>U87!v)RP^0Y=c9IO)i>Y4duZ1BeS=eWWvSrbv*7ZnYNr~H#(}= z203LOrUc}xE#t(`?(6b?!7cANpo?A$rXWx^ zdyS7@A8KR)`dVT%#p_y0y>sK%1-8R@jdksTDI06WpGODa_Ng&VrZ5D7n zEFXzCyX&kB#E8AM9On@(0rGgZp89y2xpKq&<*0=KJa=b$Al5_Jbs~%(DqR;1TCrwL zC8kxv#2+S+&RNH-#)coIzU0`ChII*-JmI?~aPY-@_u)l$#zFQX#SPwRlAfE2%9n8k zu-8Y7zi`oRLd@a*eFoC(zE7%1V3lekLAAL-V0c{p;F-mqbMvlZKZtsJ@-%z5pURu3 z>;C+mecqMU*Zkw=M#gXFwh_|I$rIyu`%!w7kraouJ#*|8NSfafJIBu;pZ+5%H7@Hg z!NfZ-XdaWGTJVas6tNF=a~n)BzAMoOD8BF!JLP7@uWXevSUrl-btp$ngbhBe#zDC^ z5H@!72~#~}%nJHKP05&l!e^<;+7vvqlD?leLW)A3ORv1WlBw8KI~~!auoce{j3fJ2 z4mPw&V^YM$_6mxw!%hj9dcxsDF7$)d zBgHfnPmw94GEm^sYp3a+yrc`0E~2BO@1MbhHJG0@sw$51jp8BByH>#+-~~y@c3&dj zl3sDy4V(UpWfS+>yqrB84!!jTofdm+f{lX+73o{r$}j;9pS>ogY4rm(AHT45cy55I z4-V|C0#PZ*&z-VOSb)J2A9;g6K}Y*nTX#yWa|KJa85(53+WGPg@mDk(CuRBuAwJi) zim$J&+ig0Ns>{eHlz|9BE$nbtg%}?-WtfYi=(}yrtn}hsmUCFRnb!ypXp27Szn#(y zEXMEbMRDt`iG|NRLFAoN!YYXbf1uQl2bQUB2EY{r-om+9=PZ$aZX~P$WyhJU(d@pS z$`Vi9r7lrG7Q0DHk-asxwJBl0y<|-X>2$3O6T%yuT2LwTP5D^-v7rHQ@&=CA%Vqf` z2lc%WRJ$fJSh#_?5Ew&ZSJAGnthhPi0ybANi^lY}?@E%*N(01*kj59mGRygP4f7tt z?N^s0=#$R~4Te~B529=FmYy#>bgXT!%tztguW1Vtk;5PcucJgBtBtM;mpW@C8e;Ik z7}dZsyL9TDHc|W#-p)MGrM&S@7PcTRrWp`Zh;3>mG~CnR|ijD zz`%sU&GdVSZ&truF|6&3>i zhSp90Z58on$A5iBCZRcgExNg^n~$ux1A~v8t@*SZ-_9uVHr(>n@EVv^g=h z66O3p3ze+{=15kH%Q#wrl5OJCt2Lme_PxG|TbVGNINlp@#pJJm?SF^F4Ykz7o=WUE zphB$wRtgpt5wzPxr)uq9P za2oRL^Pq;1&v+lo#`?cnJvmWCKvqD***|sH%(dATrS5F8zUx#}U*FAcoj&lfPK~St zJ3E_^^w=!!G_V({62LFMge~0`3Rybsj%V)-U`M)zOU2n&&AH2MbOWmI*JCy`a z?cg{&-0me2b4uz<+xTDfd6c3{qWV{^l=WU8o#KeN@fu7LbMQ4DPQS_ANR+D zR1227w8@_V{ZJu9~hRL(u_0R zkq1d*0soUYGJHidq+6G~B2u+Zif8Y!>Ao+X?(vBY_eZQxYm#6w1i7n1M}}|Lu}N~* zPNm_`k=9fKflj{n6SS_)RKPPLq2>&~GaH=1Z_GwD$fbwIY#6;O(O|bv`pNJa=v%g3 z>EZgCZP{}3JD-{f9f|*%z2%H56w5R^jA(p_sLMB(c5>?Tyg;@UV1d3*?}TA`8<*7^ z8sqf;x~5SdahS!(gq`!%>l7vY!y*PJvO?zALNIZ2KjaQ?|Bb%C6J!6`&YV-2fymU6 zKB=|FnXU1rgfm!wI&BCy&NB5yoPwm@XLS$`*ro6kNV}KvVPA63L4Hp11eWk|`Dkz} zjyd1~f$YD^(y0jUvwq$9&Zi+vUjjX`t9!bQmLO%kIBZEk%kXes^j19O&(w6Vq4soDr zLi$t#-FI0g&a^!kKe@XRmkAo<4$e}#c~Yoxwq}=oUB;tZ@Qe{GRb^S7KE<>Tl_(TT zNrU=JY4oE|@fcO3CAA~g6|+J80JY57+}JnzZ}0pUVf~HR(3zWpj(Jr!=Zk!7nu)XV zb{NoCN%URFfBuCv3Y437Tg|pFc5R9zD~^y_v}P!MaFu2C>BzNOu=bINz-k+Tv@<%K zcqQbLkJ@Bf6nkZk%((c?()$lpZr*b5nf+{4?W7aWp$e?! z$B=QGApqw0+sYPqGNvIVDAYVX%sNQ9L50ZtuA6Hob7bx;;a8!e86K@>`;C^az?fD4 zF%Oduys*u_=(1PZY$(uT(>ds8Yj$hCVu*Qbci-BY^@lC0o1}aPC56+X-X)9dPK=<@ zDoV|aHD@JH2rhsRM2b8QPtV6yA2(Xve}EL)5=poqET4h)mTa@)-bF+zk>HX%{29b|74lZC8D8d((Nb{ct6xmNC8|Mzwx-ABafI}K&9taY?mjE zT__LO>~NPHDb^ivnc~5DD78VHaUWm7L9N4+sRb9CvU=i=NY=XZ9Kn)d4$0KJR&O zP+6>ddA6ay6o^Q&EFk`ju##m#RDqy*2MuGA6Ft|4JB^lZkrSDljn~DCg>ewPRxckP zhb?1Zf1#EUa{zqE+`@vg<3}pX2W7Gccti(pTp@IravoOg2FSzO!Ont&DZsAwJff^4 zVYO3gf|aD|m6x;On>kR$V^NN?Pb=re+=aZUZ6AOnNwjd8`1)Qg=_r8oU%~OM%55b- zDsjF+49N%i>?!7Pv-3_UHnE&n1zqub>fwdhi$?3Qju5P6FCe^AtNb=%LP6|YImf^WU&56U4^80`^Svl}q~hsLWRw|Bsx|7H(6EX8#u+WVsn3>5K8;+(-f|dZp@1 z=fFVaXyuLeGcBlwp!Lv{mL#sL7ZA?&xG}$|jgb~OILDG&-g|d)3#V69WYODLRICfd z$#(D}jg1Wr<6I|+rNCw43f2%%qz4>v2u&lV1zcRIGK&8clq@=ud_{;CsgYEQ#%Q>X z8qelSUto&cry3EFw*9lU9kEO6FE={uV?ZLVn!J>L zVR~s)$897$+ctc$M_)1^&LSifU<>0pTMcqjNyHpr0|_fs=;r;q^9o>5ih>hE(cRB2 zs{1~n8;nUqHMt(^CZ@iU)GCq=*3{Lij1iE?=ITG}Rg45%%7MRF1(j=m15KX(Q5$_Nx8VoTLfQR0#$NOEO#Jo*iLPotGYN?&QK*em8m}4W3sZ1 zYgemG9U9x;&2@=_{Q|_m`YS<3Sdc4n;Edqj(iiA+hy@>_|2gUnlCo z2W6;@OIbrN@wRGXJDF6>sc^1|B6(RQ@q%jMyU^$7Cv*lq^EQsVcd#Ov7=LBLHw-$o zfkweAI@g<-vNRFU&DY_W&%2YAB^e05T*voE1;vrPzUOaCZLi`Gi#ogHNlMJ|Q0@rn zhA3APom9|i&A=1nDxjF#sQ9_8A#UYJ1m-tCBD>!R4x9Kz>R<_-cZgGKJ_lxs%0+W= zvsfc@kEM@i1P6xgF}+D>ot9&7gD>89mdXZ_*vSz z){T=!`=O|1*&59P`<;V0N{wOnFa@_deofGp-5)fJ;?dj*a_9(#9zJbPqV_`(!rml3 zp5+72ebkCX=+zE(_a*LwEFY^r)B_TYlW`-Br{6frLst9nEgaLWYlPKw9?XX6!c~%! z%e*pP)$=a=Sb zy;7VgxK&oJ+i+op`0@2%2vv?W{qtWc3^YB0-~Mcqf6Vq#DM5yo_OSb{?LF)S7l~vQ}vtD4@#Xo9S95Z5Z+j_oA zgS92n&Iki#8{-EwxVZWlZJN$`f6}{?gIy1t4>JEQnTD&2pD_vhAK0gPZ*21l1oRQN z&GrOOkJFaJZps{)ni5$DZi_vewkGjnn`6C*m3cN{KJjzd?0zpQzOTY8K)3N@jdNn0#F-(Z{ zHpZb%bj~`5Zx2LziI_w72OAT$D!Q@!3TBtGlJz+Y7UQxBEjDJyUv#5hGJ`G=Bh76b zwrV3on1Qe8k*uqA0E6*3dYWo?3U2W61oGBn&?%ZY3h>lE!UyL+1_aR1Y1T);F`9cC?>naH^>xut4`t1gMMhHwq9(_ z)RJHYzrw?xkoCUSo4`RUBrE8gdotkbX5X{&!h2Y90X}3vL`OIlT zsG#vxBXjH2k~mPH^-0U)!Mct$actVJ6xed*+>-T#1whO(JdkQ=4xETo*KYjwq%BPFGbOd-4Xcn~qK6MzOvRuo^ z&C`D6H_VB#lG>QVsmd9>P|cGyLRkcPC~PzG5Ym=^ctI(onWnAc>i()^Pvc>bsT%7W zk;}(lNa_tHaQ(xFBws%*0jy9}ZytoTJ`K1@`?7^j&{y5m_rZN%I|W;BJKBLx>avui z*kx%kNjXC)X$2{H1xb0a%Q6a=FMoJ4yz_?vZXOSu?EU}wfTl6qo3sIRTI#@?g=+Ug F{tsd_D#8E& literal 0 HcmV?d00001 diff --git a/_images/halide-iteration1.png b/_images/halide-iteration1.png new file mode 100644 index 0000000000000000000000000000000000000000..073634677367f160445f27f433ac8a0a4285947e GIT binary patch literal 12603 zcmeHuXH=Biwq+qIm{1OaiULO@N0lHH=@yzcIRhTpf;*vg-TxxA$6W&Nb)qjk2QbnUnM<5eUQ? zl-xa41mZ{|0zpBQD*Y|n8rGBq0X3vDjWcQJk{ zJwyG~;g&)MeHN~5!L^EtW)zD_@6EE}k#G<02n`E%USF5E+ctJco=6@Yt z0`F17<9NU2fJZ}I|4sTLyvVGTkv@`{nUwU0tE;PKE23IPSvizm&_dZXj`=jg`|_90 z&VCvtxUbKVoK%Ei)99#?fZ12&$B!R3I|Qu3_0~Us`J!_B_VYV;?(~*BnB+_%7?(F@ zd)nZ8S!x-io4NQz@akn7)p^3@#YZYJ^Cc#&!RxiH&5r+JAt{vP2t>Wyd1H9*;v2X% z0&z{n7arpw%RgTIzrOTu$M~;}`2TMset9L|YHMqI7a56f<3S+wi^j$t?(XbpGmv{z zR6e9mkn*aPJlscXnZ0EZ3VL!?s_sN2D%PT{BKEC$GOOzIVeJPC`H%e92uV6u90gF=S{aaUDrZ@z)p z?(S{{&o_l_@wEEmSNX&exYM5Kq~0ZLYs2?pDcPf;t$D#J_+X|zosN|J61Y`c`xj07 zrt3K-y;)y3ng%M}vifd3{Lt8VXK}Dh>C&Z3nzCeL$$V~en_t)y)h#SCxr^kmwNh@H z(yXSW>u)TN8b!X`Z;({kna0bTsTVmgVKES6nx577d__i;FQ6pHARE z*45QLdh{r6ur-*W=V!4-qV0u?7c(<6IZ)kiugShkOyo!T`}?ate3-<-dFz(e?CdP< zba*(*uY3Lc&&GUjgkCASvN-qa>3BY5&i-#qLUzWsY($dmVIm=^@Q(eha zh!sX*KiUkY^BGjiVI_$>CTAFs8`Z5uT$_S_P}N5_qom7X;jXINM4~eiUOV*e&G+z* z>M@)^AbJJ-3;lBReQbnd>G%zE#g?mkCLSl4cK4(@ajmEI-GH)uO2t<~d+N6<=g+6T zmyaY>-#Ssdws)NVAt8}0FJHbi*bt%eyW1YYi?$89d`pqAwU{IAxV<(`Sl^f$(11#f zK=8>>Zz+e%+snzlj^H=Szid~%nu2!UoMZKCQZaot{WTitu~)*vDJ<9<4|eL(r7R)qehxmq{LbLFp`l~d9s}NF~t-g^}*VWCQ(bTeB2q@rMexjHsNds`l=wC>Y zsqeG+w5mVfAP0_E_j2y>wzjm!Mj!gFf{r1h>a7WF1~Dv~k(5-;+Lpc$B~?10-^1Vi z3uEC>$&Vb_Xue>SiJ9;3Kb~_nwj=#1&MA9!eSLa=J3V zbWa?C7^{GQ%ym2wk(QFe%*x7Y+30(s|5(mTwn$kkm9@x-D`E#T#tI&ufh<`ErMTG- z>@9j&z}s?)CHnDnDke$&GUuo~F(fhX-w6zm{B2Hs8g^)macC z)|ePu#Bb@`&~hEwvx3AagLURx0rOi=9G{s`J!_^HONm9MU?9hJ5w&=kh5)W5SjWv!=`tDPJz zU~cs_>V{@ZHA{w)>D(r2(n`EeXPs_ueFxPyQa7ewo4|As>hFJ&mX0wQWk)oSl#~>b z1dg`Cc;5IHEfZ5gmn7jqa&j_lOQP%ar9Ax#)p=Y&Bufw^2Rx!CzB4}Wwd)SZmEsID7yB{V>nTG~1_$o)Edol#~p1ZT4f?|bx2GL=0%R&{^IyF-eJN?O&?u9># z&8;U}f{;!#p)8ggGvDXFr}_<)TAMrE+;(^=QK{Q3w*JcjZyn1U%HBzac!+?^ZeV6+ zE_v8+WOpyZ>+<^AnxOsIAMs+&ofD5?jY}cS3*%R){91w;=7$tfsMXBDEZ~6JFPRsP zr7Ol~Q!yY#%J5&KQ(5IBw4*42F&?P+)_8ZAsXcm>;^X5JXL43*zmV#R$U|c;xZF0N ziS6To63ZB28{MGkmgZ(oDXBWm)=?m;dDHGiEef%g=DNX+mv`nLcz)<}Ak|HKnLml~ z-!dwp#^dw?W`VGD7F3>YX}9}w&2}sSN|~-&h9bsx`Dby4;W{j|{D}0AKdPQCI@Wf6 z{#-soYz<+;?QPD_3qW1-ZddU=^F2?mY(2Q_$WaIJDPN-?X z)eEn(DaL6}RzP{C@=I;h)`>2ex3}e0BkhAQUf=$o1h8s)azkAXsu zx5Ie1J-YVd{mmS;-n^!0)`8U?Q4$Aubz5?7M7VeE;vY3ABAXHGd(DhYy)H9mU$fP_X-xhM-!aPDo=J! zX+-0h9;!{YFJjYj!(=tIwTWXP?R<90-rj$px-0gJk?1*>=1HNI@5I92A!XXliZ#SC z#6&T3?;xJihKBT|@7>GP$k9AWMfDL$2i1n!zwk0jF(!-ljU5VGxmBU2^Z=FHU;TB` zZ=)@dF#GGn3oMJ2lvhwplyWjJC1`y|JyuD7pN>d1)vsm_baFJ41|vgX0^3cdG09^ekbyPD|&f7n8}wbLW!g z3+fDk5%n#WjoKRDhx&fJVPj;=Fu_LsB`^7`2O2AC_PrwQT(HnIBIWJp`}0blF6zQ*iH$Bp zQ6cWMO3l4EEBWnUd$gdtTa}fC#bV}LGLS90_mDQ5Z>nTmlG<3yZ_C}4AhfjhaW&Mv z@9V>H*2)_-JJ04MjeQ%Sz|b@|H^6 zjShR8pqYHsPcZP?PMIdh)&OI~w4?c8nVpuISvpG=fZg0k4Z&_n>hb4u_<7jxersV! zN`?p-m(aisL4^afRQv;_a2BD{cDbu|dCKj=xc)Er0wu$wuQYzFC=WZPWEq7R+!wqq zub7w~5Nq7`R9V^!7o5Kz@Yn4-;^%X7bN2$_sd!);&jA73G40qG8ch5=l5G&rU~-Ug zDy~dvzIU?Ujk7T;D~kjvtNZ2UB8xvhOk$^po~?K65edtzsQ2&RUjRfV9vV{a%&S5I zR-XdQQ0Hri6tYRio3nA>%r0&I!e^kP6MgdJNq|dXGyv1~M9y=7<(X&0#pYeQ3}>OJ z@&83k4))168jZBFbpp6~6*UE(KYunqv~DrKuTl{0x2C#Ka?1H-qy~@@3odh6!~9 zBB|CMM|le~_v`yf)*p1|7oOS8x))e3JIChvPlr1?I`-CidEskb>6KVCg)I0Arg z_9WPJ{&uA&{l$pfP!`<{EqUyHd3izWZptaM#G;!ixX*2E-MnQ(DbRMvVd;V6cpVZ( z^*JaI-jS)4RTbO?OSyP6w)vuT-VHDIuaREf3RtJPU(_{(0l9!4*IEeoEa&ABxCO*M zl!`tp1_8MB>0IikCN>jZ8RkZZ+Gp<2-{+DNc((n5f9{1S4J&H&$)0+SWZZkb<%6*B z8~i94nO7}=m((VARa8{m7E5t+EbYJ!omv^3IiLf=_U7scka$Nt5|bU)MFD6S#JrHc zkT+mG6x&YQ`+HjBjyIuYrYi3+m8o`^1GR?}qdD(xqg3j@8Mqb^8=Ld#(zUJ$D*r+I?x)jCoK)j1omzb5B%-tvFd zu$PNs$turOK3tv}M@B}@&%I`}hUJ156k2?AdvQ=p@8gr?qrg)yc2c@0wREHiK3f>v zBfRrtLA8eL=lb3v=Bm)p@BsICT4g{19nR{r*bdE{NvXsAb=po2DOio$_OLS)CFPv1 zV+cfoAM-+T{-G54=3<1#K+*JFRQI${04?rkvgCoEPTWG-E`h+!#@2#0QHmALyK^Ez z#32Pp{$mtW=!X)JY=zV&=Gm)LPw`t)hifIl=}V>8-x74oY~u}G#*g8*pf%%c05K_; zd7;7QZj;d3%ZjyC-a}!!g!Z0ML;CcTMl>Ben*Z3bV-OBe5G|}ISYBd+$Cge232bvd z2sSpA&iCq-9XOO=4>vEMx|0*@a0D-g42nczK=YTORtSI0%(tuft?7I(lTC5_$KUEB3v?$#Q<;#DXT?Y@JTI@B>16A~&N zKp*Vy&mpM*duVuqR*n$Kgo9#2lMs5L=qDo^DoEFbB-7}jFCkJy3(Qe~gI6Ng7G#b~ z3hR(F#pSvloIh(6?&s< zvcWT{A(GuS+ao#9hUzk$5CRoa{A;!AI^WJnoG4m9>L@~4RW(J+$U`I1i&)X8qD;;c zbp0E_%U$zo@;Ejvy~AW<2EDvLO{^;O%J<@r8XuB$T=8@3@H^EG5~ClJr%S`O)Xo@r z&B4~-$+Ksjf%vWP0ajUkOL~s3Dk)JnH8thp;!;&q4EBfA_!=$gQE6K~etegpmM4B< zl$ZR#F;)oGCK~4Y{h%ujnGC6=o%mK+0fj=fwYOJ|5kME!Ew@i5Ze&PRT&G32M4Bgh zXaZATcOB&h{GRK}5%Sn`n!@A7S_K3IN?q5@hV7fqvmEGJbM_e-| z?9|UPipx=NT|aMpcWAR7EtD{ruVx34S=Fe0?{&eR5pL{=fHG4pVM)wpw6>=4N1<_3 ziSx1{Xbxhns;a6ReOg9Y?%PZG!IX%W*RTgS>CT;dc>A~B;}_b=7#}SSRcN%lqGHG% zZ}QW+gijGgWE#naFy`Ituf$lN!X^oGGiN+9T&{P4;AMj2S0itEA{c3 z=70mfl2{c+0z*>rlGF>>sgmsF{!Ox zTU~X)sP}^2w}J@g$F6T~_CYYl4>tLoEpYta0x`wWSkKAgXyM#~lg8i813KYFU^>gtl{^|D8Fzw~bdd7*64%VQf0*U^77OLByLK+8_tMpsGtgjsu&6PkL|@Nonn8V^csb z6NBi5RL!Qn66vB66AMVEpDG)YkBjpzL&?c~6T<1ILSKI$3&`^)_lz|1thj&wz94Wd zQ*(29t~%v8qr<&OIJ~^TKxA)*QsOB|ouvyont9!DX6oZSE3!-;Y3@rEeuJ5==b)ms za2c_%qkxz6lc?-smkShmPKXez{@m#4uEYYdrSiL~yOZcvxS@0a-7F+aAC&WWLTA*C zyEp^qcnuZfw|aIp8b)3RrJ#c?UE${D?t!f5Y-IEmYV?l1ucYKmwE8GaD*NO7Hi$kn zVXQs z^I??G$c=lpToJ|2-7ZTueq+-uux!**5BPIWtp|Yx1*%5wdJP?~uDVXs+2Z{o@oAjP z*CKO=DrWI{uTBoJf{h6=w@|Y97kwj328Sksg|0ex?cW+?z1(vd{AsmFAiAH>XhDvM ztCD>@j{ixh^FO(^u{h`N93W>{d#~dPKlgQ!>OJEe&YO)&vl%rR`Uj0&xYl`3j=^)RrLrKF3hA@5IV1FM?S6f__!W-3ma zRN?rOD9MHFe|@IrHLNag{BgnPS+Z$+#B6@mQV|F3T+gpBVM4BJzvL5eaDT?k31bl{ zM0vDNwZNXGY_n0>?#>?PNB2H=3M08EAyrd&qt&u=8NvIRCWl#dMpwy4G9kClim!Mp z#v?VRYGfH*?}2z-{5$QC3g})WYLjC!_8VAZw~DuOSh@JbwTyX?`5`_{`~_R)M_&qd zhvSAdO`mP=9V_jmh`0_8&~X!wLJDZY zZOytOH6o?;Jx;VUds5@v?ZZDDJ|SoyGgrcKTzDAs?%jEb?IEwoi<|Q}CAIViS@why zl49mX7#z)gO>qIr^4rA3#3#bBkeYpq1c=#s0>)AJbeLcR>k~&B~jUGM6^i z@R&7G6$h#yMG+nL#A8wEU_id0II9UpA`7RuxIVZU`7Ea zx2*uojsFKyY2XdK-EaY}@kn>n zFKD+caryCvp1Y>_?l*RI2b%n~J1J&gqsF^)5mrEc*$ll7Fbav123RMkN!HL!_r*j; zM6mfaC6iN7$#L;Fym|AclX?I1wGa+b(TcWeQja%c;F!}|Ke#AjpR~0!thabz-j$G-AmQF`!i-pAgGUFnbT&j>fM%uw zjZbhMHBWGrA%XNqyHP%r+j_?>%%Dx#mvQ@YE znJRs@>j=`_(uCMy!MX&J#@qQa2#~>7L??zk;S&5V>XZghLSPx7 z{~Gweer>Pu7*YDiUrGU(&JlbD*`5b`fYJ~$=b4!Jv-UmxE=<~slsx%)6TemNFj-zOL4B^KXP z+&WGs*(&==D1*%Z+ixjT?UC~>m+kgDTx;Amk;?@OW}R_aJsItGS%B#CSIPz#X*+!% zK+{3ht!Dz&q7$biv8i5KO9$fNUf|LCj?Q}xT0hV8*O-xD-*SE;@Cz%IEC z-8y6`HY}_!N2`F|YntEMr^Yiwq7#8Q*Fc&D_zA^%{@E}ThF!vXBFN9_sb^e5dwbP4 z7YA`VK9_~8(xAJ{(krut-o&d;@*1=l=BL6yJafJcVgR)JB!9_eC5a^q6~?Ap;L7GtZ!KYG-XCI$Hm0x8Xv5_hm-9Afyzqo7B8V6D9$Ok|Hy zP*{UPK2YmX1*B3#Svd(r7jDpBx}*-PSzTdS)`fzNXBZ@(mESo*MMd?r_LgNgi_MS1 zhLpz%vp92Kk~G6>P^k{>Y%$C;q<{K!4@?jZsr{7~`E^7$yeBEUYxmdWxhIYw5Eqgu ztCFD;0x1i2ki^DI?M4l;>d@+d&}RgOB^}$w70{zdig~5eY)VwrMGqiymGk*k+4|RU zA8qvVbc$t2{3C5ms3XB;ngM}OXOjLAgjpQWfCLI3w#5OKnil_L2~WJic;k_8^Q`y_ z=svMnY>CaFFoTHw*sW!KYViLc+{1^Wgw?#153*W zqykwCXHzz;x!ejZeZDO9)4Qvyt9uK@T~J$fjrXI?6TY{FbC-G^xS_fsg?p=1PT0CCng`P)@UfjJ&n==UZ#82pf85?e%d6AuVNz@2sDZ7|2GhV!AO z_PTf~oSKE$CLzk~r#Cc}(=pagT@u^+PMuJf;tLj^x(5ZHLLi1qtgMHrM@L zzQ!E7_5O#JzJ4SM4LA}v2(Z-;CdETz=543Rpj${IyOHYMl*3>{k4+8yeARMoRii{4 zoRKs5E19ofQ}SvT{!v>yHQHEREq>;Th%(fpV$cp|d$YnSotOEt_DAXg(7%Bb(^a($ zU(fONJ&Kx=zd>ROkyCJcIFzl2U?zZ`jIqr~OLO_U*sE^|oE=0ztU9p}3kLKINm^Z< zY{l$tSlSGfpn#UwF}g3@z{lYX-4)a=?8aGj#9${x^CS1!fYlR%Hv!Vzht9kLycTrI@ z;**>x*be)=rEgEga0ucd)(L8r&rGs;f98b@`Y%b^I29=$sG} z#2YubIYrhuKKy)OU|_(K*Zz(}o>5(`Qv@JEKvV;A-a3Bn?!rx@%~fVU8de zzmCo!!h`Ar?z}hL!t0X9-Xbol9ZC*h--ie%egx~r3N4*PL{6N{F+mt!{c|XTs4@4w zX^sOS{%(+V{M+w}s;NWK#jMD8Di$!!(N{=z=s}Jc?o_$k$g8QTnZgtitl5@gjI1v?NkooZfFbbH`O#O3mEDN~xBtfK8Y`H`v8ZT$C9pMf-zjGu<$yFM8H%Gg@|9F4D@PK&py4b7F@x}t5s zvKN44#m2;BLpup*25LcxRUa3Wy^e{;O9eAe(mf3cF^Ws52z55pNlMGycHQm1RRj6l zGaz8|{C&<+ihR1DJ>R7$C#S5d8^baSy>cI|mcGh-m(wkCDjVDviA0eye(PbaJiGWb zHL1J|(sTsJUsDy=u3alN>!1hZ?E8Xe2N&p19!y4lyjPxDQ9&WEkXVkqf4?0DGlyn{b z>0q1}%yixu*XOkpK;KFnF^0e9ET||czmeL${yaTB816ViPTmJRT0SQ1 ztwHYBxJM{e<xI5S8r%%I-l$~X#lIBd!)v_uhs*6JQV89Qr)4a zshMN?d2mrcx3kUt$DvtE6rM1~q!2p0lE0K0pmxZ2n!_)0&?q@fSt^jmQ8E7S zsckugg+Jau5y1lbG70TKtj5By%$+mzf^wpwq9oZ8F}4Z`ZJd&t3L`o^BoPr?;&td5 zbVamC(_GJ>!M1E3(l1ibd^MfNqnuM7IKu^HrVmg`8^HRsSQ%>|jUK70Vp%M|r$|@M zrpIoKy*R5Ix6rtMa6n5#gGQla7S3uYyR0-j0~%zKfxVCkkjl-))m9SSOfpK)dTdQqTZLO({b!syr`O;=9C2d3>s1fMQ=EvJQIu@g7S)ZqO> zdg&ic3eeLtAf4=OyP^eTeptct5!q@cQFh27|6W+U|2Kw_3LlTp4(ztW>7p3`mg>g#xP)i{)>PfHu_(K)BlWp{Ns4~ zKMKPCM_>8^><#LAc3|LX(0w}QE_%0$dG7BV8%+g#9FqYMnwp$U1?gi3IF)8AS+xw% z@a(|dcR;#yLZLm=uLlf=pG+~Q>#co#eK{m0YuiNr`i}q;kD$B%r<3Q6ZJ?=*~E9P8deDTINeDg&9J{}Gw4hn_Bd-y;~35CL7K%vlMurc8`QhbS8 z@Ye-9iHFMA@NmaA421u`YA>y3|J2IZ-s!om5z55U%EE}v&cN2l$kOhGmHiqwT zhk7U_uIwDYJm%tj#o-ideJ|y4PwC@FYu&ck3`JD7zJcCMML}5UbUsxCQX3j$+866J zRR^AllZoS#wq(%d7BjKX1ZtuCFzMZ9D_>)56Q~sH4t<;>*Temudu?EAU0BZeuq~~p zxwVXoYa)j(C<&Y4{6VgCTN_1$JX~loiOzpzEAap22i?@mbZ~v6k8Q?=hKBb@q*EW! zGZ0L#t%ZI3_|dqanodGWY9_V+ySi^q<*CNP-M}VEkKYz1Kx5k*8l&FoXl)qB-#1W!CrP-yJW(oEbE{Gi9G@`P8J*>hqk{pU~avctv9 zZu@9DRR44CI!Sm&YIX*wcRL+MBM3%aBDV zM*rXE|KAJ!-yhs%{NRdB_3YXueyy!?7cemy1O%==fBrn*ONB)G`1ELviHYf+mKN2! z_wTiJBrRUPd|7Nei&Ilm)A`HJWPg9Z=};iJp5cUjV`BsVjD04?S^E3~FSZ(Ujk~Rh z*e?$ftqd2`eirxb%v8N2B_pF>7f7_fn3+R);*#7IsH*Eh3U4ijug3YJlkTV40KSOp zcGY;f8yX7UCuwfZs&8Omvp41>RPZ|1V#2ON1mztWNn*d$kJsGXOu_wvu*7jCXmC)C zRkINH=KGB5LR?G?9oK~$b&ZY5kD}Qrgq?G@OP7a!+;3k@QSnxlg0CB>p(ZVT(X#Ty zae2JFv|aee&|9mD1I%QZkeVMIqQR+;qWjgq=I0Z?zxlYP!sBSMRmkIzyCLLSz}~nU zfx5bS=h61J*88p1T>hM=_sg~t@)7i{Vj}IKs?*-sfcV=q~#SKKUX}-q0#@l;v z&`9f5CXfB*?OUm{(-X)WG?ZGgH9an-WN_b;9$2><{^5ldBS}tc;|`XM!@18fLaBvR z=1gckwz~xBr84`HbSpi(*Ya(q8)PODHL%WeEs1RVWN%_b>uRTI!T#Y=j?JH%i^m&{ zwEI)RcL*scnA*IyyY5?{*Uz>@=jqqu#PPzXDH<9ZPp$u{ZTkJYW;#p^Ke!%Ukwi1) z^{~AlwU3WauE&vMN^0t#{f%jU&tv|d8d+_&XD4f37GHb1yK_zZnBxY>*tG&7xQ@4b z6q;IF>lnj?yC;v7mTLZmug|#GnMd5hT%s4vfUZ|Lw+F1!bn~sm$gg&Gc6nw4>@Njx z+_-4`Lp_$}t|7LL*NH=VpDD^)BdZ}Zry?kV@qVEi-j2)auQ?8vO~aQZ_rqwMCtqQi zNBwd?$ZxY>nK0`7Ebe@?QuL+k1q$Wq>51&rD{)^;p2P88L5@H|SlWWm$Q|?cOgDsN z{*YT4z^4&rIyr+4_!-0Jak%X|Ve+>%hD}A%><3m^%-X4ff z+6&_8J@S&3j0NoOY6(aZ`+t7W)oYDg|84oy+L{#?8@5Dw z5qF=8onGbSq+Xm0Ja$gyEG;dOx5~~Aj-3=>$UJ=bu)O8NhYte1qAq0ry_=YX1Tq@? zr5u4GNgiyc)cyM{mdQ`k-D!{>-DQ+dCcNZ$7eh#{v~o}`QEr0*GcbFg+CBL zQD3(> zLA+{rWuyx#?gEc*wRcX%A%Qyk2i3*5-SSxkNP{9$yd3=IO*LfG z`k+A={oT9y?e1P)Uahe_mm#5~VF4E{riV-t>rYRPIBlk+q@<;*CnjjMOYEz=Qyfr*j5A2O*(3j(dU5I01V$#2Vmy(mib=_MH`TY5_ae>=p6&Z0G}%xeNVpbJmhA)A^YqXy6bPO8F5qE9Bdk?-px1C5Fm9yeu3_l@u? zoacp1U^2UOwMN@%Y&L%{^ZWNY$d+~3wLde>@0;4&Uo!;}UO>G*z&xm&sVGd@f!_p^}&+at0)myK>WRZ$9|%1rG=>=p4|6HK5_W zL0W0k?7vL>-+vf1BZC+d2w@6(@c3~(6vT+c#ISeoh_QXVb8|T$bUvGOdWh^l^zvM#M+GgS5#*RVV@qy@jf5O z*6ub#LqkL2qAU460c0V)urL)_@I|P!`w+F(i@mqw1s!mVe_Vx!Gtz6^cFl2VMYXCY zQnJh4_NGGk#;c-rJr^QYij1|Kvarr`N?@jzK&;N|>_`{YuUK(El4A(%x;awnltUtMd~(8RH7-2rx|Fr^I(#@OIhoUGRZA}Bu5?NHU!?l|vYXTRY5c1_ zQEaX2-%VXUzbT%FIyy9>2Qybt-eF+`f7=s+SI0{EekEM9DkFOORSpeB5hC+lqX53^ zP(}f9#L?6_OzpiM$7l7r>%|3>+$Z6yfIbRpEyk>C@sRC=C5woOd2@2KXVChQvz?g~ z6&@QK1Py=x=!lV?zItH{3j&+*)-5d9Q2-wEonJ5@YI}w|nwzTuY0w8TynFX9R?ExS z_-1!^Hz5s8C_c5|y)2ah^{=kf(o#~N?dIB{B;F`MyXWaC3U!tq8$G*Zk=gI{Yu;aY zn{s6g2oBEw5EV5Ak$|CBUT+E@v(3_ObEbKHr@)i11ft8h2um#|w`{%U@&j2}iKE>W zPUm&K?S&pJPEOAG{;X>%-_;c77F(8bDnkKHnva!`qO2j=>KYmtczMZ|26Bqjd4+_o zJ&Ix#hd3NAvEM9g50iL@r9yk zFxQ^o5Y^Gz8aXWFbt>$6ym24*>fH-~eJS{@=}PPue4ufbZM6$^cPx*Ul0zSf?pFk? zA08k7mQAyeyTmh2Lv!V@JwYho{VfH3K=y$_K@ydoC!IxBy3o5Yp(EGV2b0GYtTu72 zBYcFY*>QQ0Q;n4j)gRE};qD$gW-KLj;c#~)nAYo)Iq@O=Y{Qdo*bk_kM&GkC-q!P5p)-H9lP&$J2vHRPK)cMo_*l{{+bl7fd z=pAzL{6t}5r~En|JI~@0GcB!Pv79%XZ$0Ox{GyccSt&#BZcO<5_rB7>Wa3#WwF3j> z@HwxTg4VaTe47n@02V+Paas&>FOL)v@Qphsx0N{jEF9ihnW&_N4SS`N6F`T(zPESZ z$mj;-SfSNKD6Qu{8f2ungoMQVergvo9U^+jt|9qP!k4OsAF1T%l*jj5c6<^^JxdgH z_@-`=nv(K>-tb^^7HYPHsVVc_yLYWOrlj9e2`Fh;PE>ewcbv@L@e+Ujoc`~vOY(J1NIw)E2M26IMYqJk0=y;eOhx%T{{&EZ=TK-h@QO(FEJlqUo=#LphFFi zu@s9hfA_gDkyFvEs{ENl#}IhK&WB@zs7dnfHUNKU5BMR8VkmT<h;X_h9Ez#t+Et;`B%3-IimxY z@UGSik6M88PfSc~xQG8NOEpJlA0SI;f!P4V_3J6^?(duZ81IMD@$itMVn?Yr_$J&j zs$3oZ#F}NlwEhKU?U5>a#mVl7;8srQYKf~CJ2SKFp_gP)f8TP!w-P6Alm31+4^+yh zqHl@nU;2XyGOvJ6Vy=-z2I%hb>DP%*u`4eNhK&n&3>t6|T)qzlG$Jl8ctFPuFQqcIJWHM-DWoGt!{f{1~4b{bjcg!i3H0sDKuL>$#4^Mo?;ke*czz8MA18W5EA1 zIZDlKR#r~V+NDnh5k1re? z9J$SFYp;IS)k;sPpH6 zB^!X>Q180Gsxse)+VxQIVHN1>X25&>iY@34J_1WU;^_4Il4bg zx3;!wfuwEJlk4iu{{FyQF50IIc=SY!oxR;y$Du=yhgL90Wo%2up!|83Zlw+mAE;IB z7)v1qUL7KP56--n^BO7L2R)$03|4xHfp$1Bxi)XU`b5)UDOC6$N#l74TSdmIMwdY1 zdAN`^2)p^-HSjJ4u3D)hTgBO_8>*k(0PiK{4gQVahWAW zRY3u?z?{W6T`ph&IFqTG(~$8r&3g7XDay-H$PI`SfamVNbK9;WNT9#$tTHXY+A;fn z;(2oTr(J06f*y6}8vOn9>SgJ)p69?f_o3)tL;-CM`04)0E?}5a(`m-#-@-M!?k>M^ zTPr8`p#z@83LEy>Vx+M6;BTCwippys^Swu(UE5xv=2~NXKZ&@>5}4f4E>T`IGJ`Bc z5SeB9jtUTQOaNGFWzL+CR_jfSVGk^ND?&2zcG2|uzCEK5b>~OXfwlxx3P}hAj29R4 zBSNCL1IZrJN?&!7MrOB-moRqx6RYsAinwxvoP`Yy2E`9J4w0kE0QLeFVAiPnC`tAHT#>5(GgiscHfkp^I93Xxr)zm0pxjheN z$=%OR_5cqA02_uj_Qs$wwC||GY0QC~#&w=P&e9{3_A4!i9%^@WEEp79RIbj|p+bvm zh=M|aiz&R_Dar4$c^&D9h(wmY6)$D5g3-Srg1n$?^EV4*p?|Ys4N#(WU^Pj_#T3B) zKJu86h0=%w$tMU3Sd=$^vA5Vo0Fk));sYUo)xFF}{_;aGaZ}>;XKOE63xNo%R%A)t z{z-)8$ON>BaC%7&k3)Mue}94F@m;u+cu^0^g@pxR8-BZF`asMi;FcNa#=-fj1$F0~_`i8(;#4<0@8)ycX4PXSmV8=GQQkBfJ> z&o&KeuJh@^92yGIRoIF~r>r&4Yn9G#b@7zpH&<@0?+oZp1LuV@zQcZnk}?SNWP{OS zn+Njpmb-4m5oQ8hfgGa5(2JgKuZ~@VeE@1x2Q@rAIyzu#N*{D>Iv{|Gii$5LDnyi- z$FIsuonK+b(6m6q^|eo6I{mS%55j)~wL;HH=>PshJBu%NfINaQ8I+<_9VgtT>MkM7 zf}LG{K?y#D#Ds%leZ7`|MH`dI1(n=2|Ff{{ZlF6Tp${HBsIn*;`)Yq1_9AFwr{EK2 zU=qR^{WIwq6p~dk<94=m$fZCB38fVa4JN-c1tx$$9ky&VygnsxW4bZ9tc>dB`-gCy zrdrsd=T+WlZKkzLK25-*^*AWPq1{e+9^oOJuKNbW=KHrOFdA<%0XmW5Eun1^=E|e6(6+vWD%|*U11H;

Rw)C0rw6%R?B)2ozjHl zVkqnR8>QO27JVN`OZ$IkcQtcbK{OyKDYmpetO%$v)p{I*+S$8$0q4K%wbk$-eEFMA z^?xqHqv1f<+}38%{VWuD@eA%kJz%3!_& z(0Za!Z?Ey;U%GUOcZ-FY89|Eql(2SX;u~v~28|(nNo$%`UydSg%SKB|S$=+o6#+E| z6o;WQV{Xb+y6#dZE1*-7Z@S@YmdSMGRO*l9KIecHpGXQGnWL_?FLh>>R-TQ=R8MW6DM1Qkw88z!2m@_d=Ch)L@z(XVU&SXEk+ zkZbQvzZu}np0w^&gc4FaQ|E6rEgS{Gai}RGH}Zpe+WU7L_A451_4vxAdQs=^Ofqgh zJ#};E)vrsWzbxR+SzP=52=7N3>=1uckttzUs^9<-!RM1iRIVCs-e3o?% z7?{Z2yWl{OesFPNDz(4#dcrFpryBJ>F|qrG3srI#_KzW4RObtB!VBVmf`r4W^}Or# zU(sR1Z)BsVBbYPgUEST?KdWStW;bjB0*8`_w7Ay*c4|mnXx=wpfIldNy~@sdglX!W zc6jAFO-Thl8&Oh8lcy-MVLa4zO8B0bBl^i&cfPna(bMO}U2$q+pY+u+kVvNi(U!;)zR1bJUkIgd8X11nf{K=sk>g=#d*!5En-a%EU}t9L!@>(4#`SJlqQO zhM!gwIt#YKp-^}=G$>JY+}tF2d3iXhGcL?5ED@hR;iEu|lL5{KxBCeS;>_F}1_~(q z4Gk?QGB`Qx(jEW+Fq64o5Q4e}afpSLH@HnS|9xJm? zp_kXF=YDSYtTU_~6Scxm4Ys7DB$DhVA(zL5P!*H@J{&2(=5|Zrl*`Y4_3foZcOSE( zZN=id44ePzuHitccIkTJ?Wf+~M!N5oI@D&tOIAf(&-aOWtu*fgWJ~N!cY6Xa{fump zWwArg&DVqsrvFR~(@y`kI19-Kd#fL#-ubM$--`{5eN$u{VgBXImu|_J@xe!LxxksM z(a*C!5deJ?^hgxSt<^R>F){HcJ_b5ENp=I*MJ%jGBFjH_SJrFN67|ofc-44*a(@aK4Sal`Z80XR@ z#gYqQH?h&dMU7;yO+Gk0w58^KFO$3xbR~K#j`vUILQg8;J75jQ=3_yb*(KkGEU+$K z<@O+Q26`U~b z{ZjT;g591fQAh+fEu24xU6wc!{y(z-C~Ma^5tzrhIm4GEpVo1!5&l# z)c0u?mrZ{BMje-n_fI#;QMs?fpVzKW-b$pSr~e{7Q3SG-OfnJR(9FKVdA9-;{XRQk z@D%^Z3cnvRm$9+oL?O!et5>fe2@-^z)*iB}s;J!bcu`wZGwAdS1E|b%4hqQVt5Q@T zploh#qSO>nSEXXxA?24i1O;Qo>(EF^Nx_rB(!;a+L@5T= z`na3UiY)^SnAzD`T!ywM)KYTK7{{OXfZ_2{7n1U-6iLm$@q$)`mguvq5*N^}0xdaU zKi^d0Ei)>l+BU&+)B6)=_>&!k`PS1i;K#8b)#}=LMZ04&pW{{EOs;$338{okSVL0C zH6l{dRHW92oNs+u6@h|?|I<5_xK)%A`3)hpwbyuobV~gB9oVFKZXy)ePKciJx0js? zqV6eYSkFdjuCJFkxIc*xB&kP8a<9f4hSMTz`u6fY8dO!161`c?1>rJBHs}bq&#_QC z53#g+xgMIQ?k{3*9zR2cSigXQ@8U=`sV5@(cMZ{`z?`|Z+O{@koH4gcGsco<~-#yOklbuM( zP^P-vLj(mZSB(`a@`94^I}n;crA1XWHs1eZDh#<5(f)4pXddvXo?n2T`eErx&o;bLx6_MlSC?88x=is>~i_<3i0XLcc1 zsrc_hUeK2Igyvl-z#&V0wC)U1BO5*01tq^2Kki|cO6hEK;tSqsF)m{|i=LaPXY@0n zLhDUOYo*Vy(Z0X>7@H;-xE?Iti0xD5@#UJ{dHz@@4ZS@Z_2BDPf=M4^U0ssLiJ^@u z-@~)V389UiZ!N*i*tS8tM(PI>C8YPBVaIS{gnd`5&dimX>30?h1570O#+b`dA?~I> z;d_mcDfJ&nzB8Un!4X*b6e0Win}&v~<9H~JgM%-If8~UaJG}1t5k}nqcLy9~zGyDc1rrMk1`04%@%BumBR1y??#_eMMe4)5Z+wNX;6e$t|VLYe0oSC zjq+|bR4OL!FyxJkh>pgp8fJ6f;eR=!fy;0`PCiW%N$U0M!{Vu_sT>rzPcr+o0`S3k z9LAJZG$gcv_rB}@B9r`_(B__zQR+{8$aF0-RI96qXz79RjK>ae<@q&&TAz!~^Rv++ z%pf0dsOso|fJz}nrA#f=YW$<-gY(TFL#!U5&zMPl10~M$YcxJ130t$!vXgDox++!5Efo`FmPU~oNv7NsT`xW8VzUpd=y6}BvS@IL~O`Ix<1{5-J@RC;xSL z+9!QLS1SJJ&p)OJ3d%Jabdz4xsJoX>v&h>62h#Cf*y1Xn&ZV;t-7;NZ5_8xy6>KH*QrXiy~D8XE&{vA4~< zeNSeUrjq%Ay*l}lPnE-B{bqOEPN(YoF|JIvE5`@Lp3oQ<~GJ3f$qIiYQ%J1=~! z-@-XcUV!NS=Z}19kuw3Pz-UOjuwU znwZqS;I08z1xo0Dc`74=`LDwcyq@U+F|@7iq8>E?BR{_y0xKUryaXB}3f0xs<=AM$ zbb8`sPJQ>n*Ka#IRHXhinJRz2How;_Q*rtLbQ)w?0EB*i7gAd`9)LuT(&MHi&938$ zk-KU5%!8AVnAis_V1JfPc_eMC_3puF7Rs8A8Ee5_5WwoL_9~qsNvcKoG$DV3Iq##T zaQZq*tjm>FABmCxLCpZ<8XI;{08$L4S0Y>>y}HVwE^gxd`E?x_8hCp_&+p0;;oybf<4;!)7C z&3(6Mi5c;I*O=G9Z8Ty#;1R+SX5d|R62h{_^U0bj^FSbb=!O%Is-O&0m?HuSA*B_6amaZoxp! zmoGE8)nY_!Y;3SEU3zKl30(vylcwyge`>6|y?HxwQo<&RR zqa3Q9W+)dge#@lP{tK_n7d?g<4VX~GYcEn`%`d`o!^QMnF8oJ)DC2W_7Q$mA|9>zBM8t^871DF*b6GT!QLjA0Qe5+c(66A$XhY2vc5$30f@zq0J(vgF>O8>ko}cT3d5WO;2Bo z&ly-saHPsiPY=hW`FRU`yFY*a;I-emeOuhK@1rOWn3;V7_w$^nSeTf?F?kEpz+4V_ zoi#eDHALSzZo|sObp?#Py^ox(AfbVB!K2#MmCSE*cA|vc4CAHKyjC)ao+syd&gE=G zC}1;nfz_Bx2BtFx2M1lF^PCn22L=XKiv;_YLk1V-=5Cd;xkb-F^v0{GK6&ya!OH$y z4oz=G-3zP8rOwVynaY>nnstH*2neEg+LGd}Fu+$a8e{Jo-Sv727Wk5fPo_By^7R zPvnH1pDfr0QcZn0AK|5n*w`7^*B|AFx@k1RYrizEjnqwHg8M4B7#QCD*&Hw5*I!n< z?Put;+6sbGFYft}h~fR=Pa=atFNvS@WopPrvllOIb=W*hlgCk&k(&8+KD(Swlu_#V zyrb?7C<*cacan?^kV0)*MVsgq>hbjJz4S#9mP|LNQBeG$9YkC?A0h3Vc9+Geh!-SH z$DxlAan)-uNgSeXeHR!w^M{M!x~7iKCvJTkC8c*`o_QJBZ{Omc%P@;F_l3V6s2AEHH`XwFL#*5FkI=TuiG)YKF zzvSi;q6lee@3@T;A3k+-K2UTs`|tyxYu=mf1-R3{n^qjP$XNwOW4)sLdwt3GW}wf$aSR z@JdquIWj66Zg!fe-`kqQc(yleLO|*FOURM#=1m!7%Qg5AthuQn2C^nTo5qDe1}T(! zZNRiR>>We&Ik(BNpIRxhkZcMh`dDdn8Ahc(u!jUTu^=}VF(9zH*}@MF(FGKPclbADeeds9jgL%o_M$SK>TI6U41VpjbHp6@X zDv6G6?rU7`{B#%*4b6Cp<4+BX_db{VNXg05>@U&e9L@}NbSNO&hDO%zu*Vl61ZyOz ztOdZRrs>dKU~li7TG*Une1wRYI0?i7sqyo5)+q2*5PtO|ryLU?|K=^Zswt56tgUkq zbm_u3PI6yLDyyFlh9^w06*I#59GGcCIKugfo*`M5)GtZ0G4adJ#%9M9p_uNC z)XvUrlmIwbkk|B`Pef+B?B7#YfGN>bP@yEY(988-^j!y8GJ1i%>CWR zmznkM?N$DNCC_Sb=Fw1~{ed0!teBzWsiNX57#c+N=e>#*eEoWaSo+wcpH)kv2p^@l zyCL5E_NrQ$ZEBC?1DJk+&X1&FOc=Spmr>a=|{&5+-;>!qYScD0^tYIuFiH34(RK5)xj( zD+teDK|z*Glo&!AHtKN%pCKmpk(|BGM^)Dd_IZ=z{IrO$PrY7MXq;8yCHg5z0#4+^ zna~7vBhj|KUj9HQj{BQUc><4*GNrGT@ z3#GTc7x1_F)<)Hj4hg~w(x#g`J0JSL$kwlIQB_aB*|NT7FW2TlA9m~apV(VN0OkP+ ze6hbu!-iOH#KN(3*f0jDRDv7!cWrHrbE#8V@f922sP{WsuL~%O*Gx4}=JYP||cMtn4E_L0}C0?Bd3M-Zn& zaCC?dBo-v4#S^%D<$1m8mg`Nl9*}?@1o^~GA3ya(fW=gyc^&D{iYMv%MHI3{=^huB7rnU z8bG;dC~6_cnSg#Y#56vaYQT3bN9+Qa&=orcPE80VE{tUYO%xVPz=xMXZVC7W1hA+) zGO}dn#iPQmtq<-WmXM6t{u}qv_3R|5@A`d3MIt0$Q2^ShK6aqN$Rp5Rm;{{f&3F$V zp0dbc&Ot!}T=Z&)Ov=}<=%|12Jd&;H(RntuEZEwvF96wAzSt7f`9y1HwUk2aA03a# zJntTl7V>|9^|d(CwAuN@UMCN|Xw;)9-yZ~?|2_ec3>He3^yD64pd!r*<~L7|D4dQ~ z5WFFk-GIoc?1~W|{1vcp!zCWXs03#t{3B$~3p?4fs3>DRdUbV_cXuH6wt5jhV`G@=`9~0+f5gZ9N73PTtv{1U z{AOV6ayoI<^4e(neGT;5(q>p-|$4=XS}(i{i;$*2=C}mwf0fe5u-o zIRU+9C3E$c79m`4QH3*vAxEgsq1BI8}YXn2NeE&en+f z8KJyu{4TsbTISkb9y!-{ni9_Asn#}>raqL2(R=8gXQV5-FES=29muDPK_o= zX{Q&s9|{QSc*gMU+00!1KoUZx)A8F^I);O7^jwmOf zXrk+_V0M&<4%bW}{lwV&$+7^vgpW2(hNt}Vo2-G1>opBNPmlMt38Kd=(AD~2-)N?5=I zg+En-pYR%MUkHL7iCCi8xVXy2lpWWDKzi5DV*(kDSeghD*1Ld37ew>_R36QL-1cAA z)5+dddn*&EU2^>~xpu`{XvF{dlhwcDTg*8Ik3WG2%eE;B(h-vO-XPz@Gp-$^{MoNF)kSkuw!`vpQUWPBPjDbM!c%GEcX9b$JL$7w92PI#v?ZG&q1 zQgE?kiRAn1cs7SU%jG!XtLY^dujf1>AN}EU=iR&ah|L}-eAO3Q@pAWzg88kY%7;Aw zAD|NAs2FB)^N>dGtx6BLY{mA;-;!YCzE|pfgavs^qjB{xLl?B)}pCp}+J zTyD$^n{8Bm5`obm#NlNyeGGcCMmRgmW!(w8Fm7rgPvMfX4VmD|9Pm&e&i7{%oWk?G zyvkel_m7fmSBjEHYW&+gE1@h}cy_S=FyRVxPX9sc;b*m4PA<_$_tM4VP!A@gkoB0c zhh58hV5CFisa;NKqVoNox`sx1i=U1IX^H4QonS}o#j~adku4rOzG;qDE zOM6}6qj&b!9HY(liz>-8PaisP*3eO(yIvp_5p3T6Qv8nZx?xr(ZRivd%Q)EB;r(B7 z?hqu0g4FcKq&VhVSZ%xLC+ExH6)f0M5fXm3<{1xmd-9HrpPvG3FWKlnU67caUmssf z`)R~UVQsTz9Pc?tJwqj^ymt51#>V_+6-KdfJJp2(pMbX)#jS@Aw^Vj4d@J4e=_}$y zG;!z;e6bA1+Y`FQW6dwZQD3l77w!scym*n`eZ#qIk*C>epd!g%-m z-RL{Ia8k)}1QdKYiC|`30R}BR5(ZeZwek|O)9=Bl#pH>*OFOQhT=Vf)-etKQ4PzU# z3Zk#*@8qna`*`n1Fm^edx=V%7gw(+Bf+lN|m7ZqK*FICAJKdAVFwj6kPCg)%^RwTi z+MJi~Q0L&_0HA@DeT*sSeozST+CkHMT>*0vZs+&ZR|aUmv;e~!e8r>$y@Ae(RKx^? zLd45IVR-kCY}QITJ=lODG-`;9`To7Z*0BH1(#8>22kKd(@A4}Q&e@Z_FG@V)rEco# zS8;G~4Esolh`Q#ZDS#j_-M$^srvmylqQJ%{f@lsWD`2@A8~I#`qd$DO;WnBG!|pP3 zaEzu_iFBKCdTA*bd^OBDO;)m$w6vCQ&EQ=_A;fFvgCl964)&>7TU#er|4d3kciCA9 zTSQpm3qm-SBCeu4vf5DVuh34F|G0r-K9JKGYcRH=MZ5ue_-Bt7wACn5-&0dcaRc zOS{JDlnv?{3_jg6>V z=|15xFX$y&Bj^N^OJ8jVN;AF%q`dyv_7`*Hn@7H}m4|?xki%}_jk%e7?OBBF-8m4dcORxLoI(JxR zhL5hHZx*q+9aVib*K8LKby+Ozi(IK5FHD8i@z)Y)79@7D$`uj81#w=2Vr(9{pS+E$O$=(J=+9 zvgcPMa2nrMC#{Tt(faSiqOcq^Rt^ynYRL%?@;?Jw23#Fl>Tf3ca~eZmVdQ05=^h_e zV{tUQTSseD(th%yX{2>q?jXGD$Vz58_IrFC=G2K0-%391y=(mXJE6n)cEh`0ii_18 ztqk!Lv9OYtd@g=;{EKTjUPRD*<>tL~2P^aOJcIqeV6Su1qlpP`Vh4F0WvQ<%;7ch+ z7K;B8VT|Y_Xo>pM3zZ|igxYLbt@UKz0H6qh=qv~15BJ8Bq;Z~QzAa0>zi~2EKiHo} z&<`eGpDB-MuW4Snmlu`mu?2yYEfbFEJQSf&)b4A14w7A-8f!Q2 z{CBMSjD@nz=MJ`V4CDI29uhc&^Lg6x zhmNG_uiaH);cuJf$NNsZa#76{5ro7w41|u@ z`L~(V)%Hk-zgdv(C0S{jtt^c!W_o1x@1|uHnidp){#-oe!?0S9gTr8E_*g$V0D4Vjnk>BM4;O5VfO zNt|#{4Y;1N>T|hx{S}s>>XORN(e4IR;)I*@2}5U7!R{PZG;LV;+jfRvET3K{B4TKz zU}U`Nbh4vWXm@MQbDw^QT*p~!EucKbFUM<7NT>DpRIsL1ACpqogy>0M&fr#n80z$T z%4t%t+U|Cbw&gHyWbw6YE_YH?m0waeJ=@It+~%{*0wLBO$jFo$*5klqiQ4F<7eu-h0BtHrLMrY%-b)D214i=e143(E)`!-3AsW4N;;>!;gLbZq@}ib z(s3J~O@A*Tr}?0F9jhPVADP$2mpJ_>vQ*?X3g14eJc-&8J@AVUz9TbGtKB92;%M@3 zT;KJ&v;l*&uCV=s%G1;#>+eZL<5PVZPt}F2Xs}dr8s;3$h#T|pzw3kyEGX+H+PCox z%7iX&S~2u=H_Y->g3Y$|ZHPMxMA??%fbAL9@z}q-$+ID#L zEGo#J&i-aOI1oE~(`?wy&(Abb9I+X4?Tws*$>`1i*XrTY8@We4te?6G#Fp0u_kvi^ z4@>tYuxy^wdv$@$C;u>*ESuvKv1-(6b&kJyW%5d9Sd`bjgN~ zM{&R5+Tzm3W%KU8ZI?~c+l-9Ne;rv?9MsY_{hA@ZIcj_PrQICnjtF|*WQNRxau*#hn;{M@+h>?mkZ|W4Zwm1`F^hf}IApG}WKHMvl}|>-wwq_bdSgJ> zuIq2x+k<9>(4`aW{@(SK#M8RPQLS;YGk4kk9D*nR;|W@l zNTDaihjRfi)S(gZMW7xqTxzsZmtbP88Fvzx?0mD;l>akmM$UI#~8M_~raH(Ol)O_<4)*9o~Q3CTK~W2c*&3htt{TkZAOqt+dD zWw~Q$xV{!=^%c(MdWJ1c#_|Y9N7hw-SJ6onc)#Lx5FG0_kBhk(b!Tq5XhMb-Ju?D! zQxA5NFsY*q|9-##2G1Yobj30qoytjc=7H>sRR(vTANS>`?WT!kDBQ=okr4XU|FZh_ zV&-vfdfA=yTM1HiYOfWlJJHvD$wtd_5y!In};*X!X z;nF!3vfF_~7&N|u>J{%@v!EcVd38yb2^!(>2sz@K>p?#-hJGNit$t8>HulFsPCis7 z!tYjMOMRwE;^W6lH{EG|Ty3FtvTpO(^M6L%-C$6(HCB0A-+y+Z8yggad3>T!va1nA z#a~sxPCihgrB&g^#|32hk$ah|Tw5r0nSc{}ABX_X?r*O5v9+Ig-)VbENpg>9{|`@J z0Tt!Gy-g^JbV!FZ7D#tUiXy3WgEUBYC=MYaAqdi?0un=a3eqXvBGN70-yYBXe`npb z&N_E7@4WMi9nXIDvoE)|gwzcEr?&9Oa42!e54>q^mzcYH&Dx zJwfu@-u6#3%acl%Q#Ytgp3}vF9i&DX5HUB09;)&wXXUJhClU*!D@54D@Kd{R$bW7h zFQHZ5Bm2EspGbeXC_p7oCMq5goFOo4HadIR8xNX3ND_PtsSFX>M;3jTbyK@Q*JU_emh!MdW`SX+M|5WX$M!0_;ZcqMRRLZ{Y% z6YI_EBe!Nzti;gEv#h~Xd1h9pPKnF$ms`2)H(>Lxo_QA|b|*aZpiFpD`sXC8|v?W)wO^T>HE=3!AhTMX0RjUMuxWmG7jFa zu|e$hz1#Wk`zwpzJ#4bCP@fgnGkGA8QTEKxFrsS#zC~s^6}rx&A(z}e39zc ziSqp0?*+E2rrXYEjEW*_%&SfaUI}WPCIZfEkPR@qUbH5%^5zu~5Na#c)zQjM;x|xb> zws|vtPa%X*YA=A95$*{F>iJ7OnZQ0kONxpzJ3H>v^J&JTk{=PcY3S#vM+~m3L%%wv zcA-lF^lTbU|Bh|cmKnW15x&DyBL6nzygwZu$uv0l=4JxQm7!J!(W?sgW<YN3Lty6w3{BCPE(gLy4KO%eFb`@cJVNV)wDa_ z@mTz})6dTtH#hxT(&sc0NRF?C3#7(;>5_3#qb=%hxMVoH7dr$_994*y7u(mup?elP z;yn$27#u)K=V@1?A~dz&x{on2GCn@FBgVMac85gjHC0NC4uHYbkx^ZstO8R#-H5@30Q zrNEmwRS=Al0rz>L?d&O(Yu?+UtA-(|?ju@a==FB|9hntPyr71emvGgSSWDUL>mf$f5^`EB?gA4(YAn>k)(#AO1Z}!BjO$0y`(~O4@CP*Ph5)sSB$t zcordC2r<-Y&YXFf5j*5Kgp>D9z`l$ihbHAFfn*OHr? zoB8F-RTK?Do4b(w+qZAq9-=@^j$azDDbzupP)M1hm8y_DZ+L$drG*0n`TW(ufTW1s%5p8b;Gn@+U={};T9)bXg_}EA z`~S1&Th5%NrKLs{lhT{sq7YOHjCZI;@ApL z=4%gUE!ICP{BH$0D0P|OFH}lw$dRQ_q*i%>p!gFk=%*U1z9f5Ca=K@Z_Uz#ov?L zS!pGc=-FM}e=^_!dq+F}dw}=~#6%$m*;B<|q>0red@50wia~||6=X{7sr=A1+-VKC zx}1=Rp552^`zIcCJEfS;d^>7?o20!^XW&|=fZb{&V(2|h$IVn9MwE5GJ|O+?fW3Mw zejX#BEVh5j%q$ScLd_rfF*?%`QgcWSnEoA(U)yY{+r8Qr={D1deET7G1u4{%#UoM2 zui6o~HJ*p-CBw|0-G?Z+fF+{(*eqYmhsPl_7k=uaL$W@KPMM|;zh=E(a-9V8G! zGurLH*L{YIZ?*Bdf9=|$(Bqw8`r^$b=l&`^w4reNzF~Na*c9ZkLeDT zK$??35igQ9-uo_ybjYff;+v}2)LET_5PhZzd^c_j{_ZwqoKod^3mt1>5(@|Eq^+$(7 z^siB_JN%m}z>USBW*X>cImp~^-vXYO!lkUld|CG+2=e2l9W)glV+@JYZD}<%b-r*# z@M_lyev-2w2;0Uk7ZYitBWpzqj+dGKTdi9k>QxyKmKIQ=+#Ohm%T;(Z{aHZ|xM$4F ztk(Z-E0IA!YzQ+es}rc(eM7P-ej?1v2qZL-B+b)q&UzA;vFnANoh+WbCVuql=*Z(e z6AA3lcjbQKDEKcB=qoU~$%Y`rv_96W^La6D+m$`AcFjN7`Fep3h9|% zi_{G`42w%oh`}RC?eWAjF=A+_t4ph^lc0gPOR>)jPJnUe+-jg+h)d0{xaNRGE31mq z5<~-0HE4L-uj;0~tFfJGgM1zxc@nL>_;r5`#06HI$J5*A9DtXNedJx-yzhLF1uiOx*pIJk$lwub zuj#YnslCk_Xcs%IT31=vJsuL?EAI^?5}V)g7!tO%!3|BZs!469qwr;0GTJI_AcIys zuqD;-oj`MP2DQL%NMz;j8z{TSu$IV{VzdkGD>l>9Rhu#Dl`F~a--Z8OU8%R-a4m6# zbT3Xc>#gGuL!4TTJ;pO6s3k>Ep*}6$sR>z7(L(uT8dz4*d0czXL;Zhd4Ru;5bj*sY z2^l{RkBk(%u4#azhP=K$?epi)fvOJlVCctwu{x9kIwag_MT>?PE6TPF^Y|*Hq-i_r zB~=Uiqfl{Jz9h&P&gk@|-y8fhg?6DO zhpt>?kR5Rb`wdWJTl}bLkPb$8&=mTpjzLpYtICN*NJvP}ZTtmj!M%9Jgr{#`k+{D$ zx(ixFxw&SvHlS5?1`Ue_~OguA|e5dS}o@5>`}9UE4KAOGr!{hXy*341flnAdu&c$mZP-(;owCA_B=pgR-+!QUS9<~fJ{sj0k+Gms1sJ>MHdiJpNzWzzck zI=+9!PKx)K=i&4$8-v6VdPVKu$78Gvu=yy1WeRF)ZRfovMZm&(YHG^F5%=W$7(@&_ zwwtbXbal-yCcb3l=Xbj$jV}c2FM2R$N&{NLm9tP`12F+`m}+rK&q)J8*W)j2xI-(Y zg~RZ3O=DjC4c&EldfyhH?MLX^sb&r4bjbbf@KIQUcmdeH<_=57q!l|H?58 z$OJ^Go&$Q9p`VcLp&uwR{{q>nuj%RN+X5$F7305ySO%qt+dVKst3^)%s+g%u1kJcY z=OraH5GU#YJ;)!NemgjzLc)8Dt8==X8G#Zafk@<)f6g+97w}m9WR`nRHO$bIT~J^S z;%lI9^A=Sll{E%kMR;-NNxKTX4z^SH@k=S*;ULi^c@Cs~)0tXN;8bv-bgH~ANuSHA zLMhX@Eu7YNsxqp&S{R}h5bn7LTAIH>F^cj-S2C>Y4(MEzfSA#~1&Ba_!00<@3xIIQ zV|Sy%Q79QM_J`xHxDwMg{Q9HcIPe5lS69*PMof@Zj&bf4l5bXKlo>^#Aqd3RudJI5 zmwug{ooK)pHtP7m0zy&ggY!M+JRoliFIMESV}jC@1BohKcoItW3##`+NbTmC)2+kH z*GlqTU*ep0aX1ln&0n*#L$1;LsQ6-tf#MVhEJ;DlIjc<`tU+q3GEhIEz>V5uP^|>D zlunRQ?gQ=FC)U=hl73fud_j){b(mKj8nsKz9p?hcQyebj)zpYVOY;}F-4~#LTD$l2 z2`@i?F{q_o>}5&p)XbjSx8p^5!bbs2HhNG9Z`&(4AEp%TpRCjd%EFW&P-Bte$qIUX zTqq@Qx`<#{PTW_Z^<^wMKbkPPv6voAXRN?bbmAOIS3TEl6(#)?dZ z*78a`Ks9cx(vb=F?&Doe6aGZ)N{2Z~e_RF(#$0o32Hq_88w3((g$W4M(i>i$jIt?8 zg@63?slE6`mmuht4gWRJE?0aiMVcJG*u{af#{4-w{k6pTin28^H>hBO(9Q@6D??jn zZ|`DU!x;-OYp$NXos%XIygFA%~&HyLxLlLw>2wY6G6DgQBo`tns-6?&k=scH|Yv-pjCk|(T3l9 zp&^vaoi*_XFxH@1*9)>;m^zV6V1?)}wu8?==2>H@OAG{fXuUKL*I7`x)|anexj_+F z`(q|SaY+d!k9l__?O!KGP|~XM%2a&%bOAi;Git`yKUZ8ph3FG}E0@oqy`1ehKwX4w zH#Hr0J3ksHBGB@*OM(&-sL)V%FT!sxldew{v~JE|Qx`r*D`A{Pn}M^S-qVtf%3uez zE2-pN$EK^~g+@&Qba5o~^nIXN0~K@(G!P{-0hPQaTs|{CUS5<~cH=BbvF$kbzTWCv z(BgGE-yhAL9p$qbQ2`$~q$NEJQb$K;K;FG{DA%>G3jFiu4_zD&>;lMz-Z%>G6oVt^ zQ8$y;Dm(_)v+U_$qA*$0zg$Kg+yFcW?V`2IbyR=Um`+;xi|vHWX2mSVe>I~@mhR|C zNu&IG|HlOY-M4L!;YPb)umf!vS4m}M5z_}0N8^2dUpI4$LD!3~3EP5N!2S=2fT5u- zo8>@;K^!z`b?|F3Unaop5Z_|VIam7?|+E*ZqyHCX+!;W&A={cYokaL%$C!Qxu`BeMt z^kDL~?{93#yhyuK-uoS_7j8A3{)tu|%1Q<+WuMCSTV7Vy@nGBn^OuY8Fk9)|dS-+; zh9q*-c|ewYzp55q!}Sw1eBB1ws}<+?^lpfwoP~e?{tcIq=R|Muc2-h`c+LgLVhZQQ zkcWed74q1=g+{`vxU9}Nx)^}Np+f)NcC0YHZvmUg7L_*e0%l;Cdnx9Bab^&=d(7#t zFg~b^`D<`Z2;9xHFp4J7?^Leze^_amE1f&s2?A9CYKtJHGmO<8J7R1<_bomBA#JpT zdH1I@yG@VPoUCt`w41J#V8~s?2VgU3VxF&r$uWT*>ea^ioozcCWsAxiBV~nkAcyE$ zpbvys@Rbj5Ylay8w_fFJKY;v-uAH|isd@y=*xQCh7~58(Bmg z*4EajhR`$V(177n(;_VjP`N?_eZcE$3Txm>SNn57R0%783XUW(EiGOn#4G_C_UzWP z^WZr?r+u8P&vQUFmwP&ym&AkK{MG!agQZeM9rASZM;x;vYN`~QyQ;fQ*Vdt?uM`35 z#`@v|s-!Hxs7nSc*PVQ-N7ptAi?lQqS=Hl6RK(~agvX0T%uA}e_gq6t@W-w=;AKyEo<_ogHfOegD#r*i&c zJDPK_r!2Q)8ed|o@>M%cJu)DXr)ur!_xjZ_WGw zF4IDte0?(V<*MQ7W3+73g;O03_a%+z&p)0BMXRZK83gM;l5j$N8!2`dJJbvI)$?+) z$NN+EmF-2DzRlxuJN32xYHtA+wlUc{0Vf?2*)JIZ`h8-f8#|bu`PhrTAQFOAhVN_W zE89_ShyHOA@`p$FZ#OONs$LGruM02kA_jfCORPvb@bH+KnN==&MW*Y6k^84hqF$w4 zTXkQi`F^+SzH}@sE*_i@@D#UnrC;0h>HqegG|vr>u=G^x_n(f>PgABAxF95=nehxypTL1rWl6x+!f~#+wXi!a4$Dliv(bM-&tHhmaA+dGWfGV%5y{ zu?m6!XYGH<)X(MFi`YRhsU#N$s-zH)gIt#}=^P*OW{7=h$cifNv88kJs9NC!;hv?dRoIf#NS|D>oe<)4=zV%?>5>%BMM^yma*!BX4MOOvk=CEJMa%f?vjF0_%2A6L-|by@n1PaL8caW#4@wY-!-d%7W2Co?KF#n){VJ9V_{nx?_qpB&g$^>Z4FQ$9^a&rBn+~B?@2~(esBHZv;^u z26ioE3=reIy3Z9=IU+{;Jt{vtq!?tH8y$Ztw0!-F^<`>x)p|BHVG=8A^RNM9U5l8cqxM$-30;NjhR(O*Vl)cZA2-9+zoH92tJLE_ z=}274eJ;+K+wrO{a(LMe6b8iC3I3_S9-_9h_2-DT+XkF#{(DTTv)%+~$bm<@Pb;`G zqnTR(*Gk-$m6L;<3gd$9yIo=mA3r~qs6xHSM%QChqkDY%9e@fp(2)fN_}QBG2shj@ z2@ZvAXG3rniHkPY9!yb(ZuCVN4X0x_eZ){EGfm~8#UoQGcA)SVMs-l_oB#c)rikV+j1 zWXzrREjv{SLP(n0wd+;4+7PIeg>xz#78dp_HHA*h>ly9epX6|_o|PADn?e0|+}4+a zCx(TMEw_1g!m#UBGZa-Zq^*^rS&Wr&{wm z(F7`4b+zn<$q=9fri%_Wsl1wH#stvgM~fH_J0-vD8N2&(t&}FN>j(JRVFPHLPD)$f zrdfq5IE2Qkh7c)J*G$jk7E@7E-)3i5F^r%UDev3C!-A~9tSmg!y=HoSs;XpE`Eyri zC!{jyXYaeF9;A%+8$5m-T0N==**#p@I;zEySVU=$Lg~0IurIIiji?M?Bs@1TC=h?P zavNqJktmC%kIYe8BoPe--h(wq;gpsfLPGH%=$<~fqCy&Y6Hub2YS&ulrmJI@=Pv;V zIbP6LtY2MJ>aw)8HG`ONwKfPSpYs}H*cL$Bw3eQj-zkJV5mJwdOl}bA0^P^N6J`+s zfr@6WxdGDU9~VbhGBDHGZ$RetFFlZWn8a)KGxAZ;BuH(mZk*?Q z`(^@Z8alH4+J&<_1gik?U|tNLu@as&Te}MI<(O;my16?_|)TJe@UzE=W^~i zi4aUyf;OMqckimd909@tpdnRV3&hO>kfMO4PyhDqMnqdP?3n_fqHJtgUCEA#2??O0 z94SnLV>DK1EWN1U2NZ(7nA_^8*+GSq8vuHsR34+FqM9I6QvRgE9x7#LcOQOmMox~x z`7u0Mxl+cbGBhN_2=F2wh@?G4>8x#RP$&sdWKH0yYSYAT0)MeZ&w2<}5&NEA54AXkSPsu7G?Gpz(SJvi_VR3~6C0A=KYwDbUI z2t%d=29*{H3t%Bog4<@?QIV07W@eu!oVC@}n?c9*JDeKfA=F49?Rp>2G3CGHZxW$s z8WK4Nn+Xbzxe|=5ex2Rn43aCVZpf-~uJq*SO1ia8bAJs0uh7!B0 z;4Mj@WJ6ZMV3F)P66te`35y(6Jb_pxvVm*wV~3fPDrruel1DN8}WphkFTuDm|j{H@Bn~=fhMg2W)yIZtS3y=@8y8k12`~s zvGTS^=HLpPO;8Yc1Mnr>@|^tq4VOGW(8z&T1@&t}YUDi=EGg;d6FypUU0R7&LY$6q0a^|UlM5T1a_5% zF2+4CPDVx$cfJ02U$_>89iy0KaCQD=ck@M)o^zj=nNOP9C@PMiii`@7W&ER2xhXc3 z+3)V|?vyGOyU58B?Khf+>G~A?SCcfkg#tq<9H4*>mCBd&XyMuHwgh5L3Kl8Ie>Eip z1v}~suwp<`Xd;E>t;tAsFMeL&qI^!e-@{888u_XKC11ZvC9eg zSdm3Xva?)7=gu*ypx@nV1DJN+#_h#*b!@I<0vm^>QNpA;R+G945b=3t6QRyM9LHh( zK$ywJLb(zM;GiDIXryjKZB<49xp}vw)ihTf3xDh%`P3JGk_Nq>DNSyUa6}aGMMb}7 z@a~-7$*#%Q&DVf^ZY9DKw>uR?1NgkXtdJb=W5=3lG!Q_wq5%d;Y`0Ld5~^|qIRF4| zD2bxzq@+AMN$D8WkM|qaGuTv?di>-ZX=nwC^2WuLIGwl% zI$c5YmcpP^&SSKhu>EhN5F;qqaPQq$CV3AiYO>$O)QOH{(~RcZH~ZgCvZIQ3L@s!; zvUv$YB>K;9_9q}j_qnyBcmJzo5vEI_I9@7zq+}=2k*n5FIF4@D-np|v^7X%J6@%1U z)N7{YNO(jJA0ID=(_L*$iIF)79aW&0(Ee|ah^&J~dQ_qhdZzBDbgkzmM)4 zMs5-H!V|&g=mc|R16~D{NL7#x8DYTnvQtPxab2MTX36^@K0XI^xlt=imwR@g>rec1 z=!)d|_FS0%94#?VaTy+}a76efXm1Id!Rxc_uDL-XPnJIM2ici#hyN9nWg`BSBgUeh zCTe+4SS=?)QJ9`9;BD?Ko49Y~|88j^3N#^#{J>dnv|*K%t{xp}%Ua--T3HGOaMVq2 zG5UALbXlkc{vLb}T-Mb=%kJuV@$(5iVVtny|8AfbiqEpF1_1rvUP_B>g-09N1B$*@ zVnrQuB^aMjClxCtFM$PP(XD33s}2p^t@dRdIUINKR08Ow`e8C4oMe9!*xp;o&iGz& z{#8@eT&D2{ziV1r*lft6+va6=Zr@rmM6!nl^ethYtu1#QRxUxoKQsfy?-;Jf$HRI9 zMMSm7YnNpsnadD%I|wJE8J9JT8o_Y7fAvh?wasxz37vMA0|Dd%EB+u}5s*YnTBSJr z+Cw^eJ%=VPg?8bL`DosEKn#Fj+0i>JKhdM(Pxa1 zF)5P!-!=apzXzOZgx%?A!x%uAP^~I4=UJ+%VENy7fJX>nu~bLEW-GMoE#`TUL~HX`{5xumkwT1&M&Pv0U&8G* zW`3gyI_SXZ7)<`u0IG{)US0RCiPfAtF&4#(%vG2fpvm^#kFaU^wcgc?EC}FW){dmx zl`R(F7mTFq;dr-!PU-a3w>}ZxZAK3ujKGnUL4;lD4`qgL0Rlnd(^#jCcYq>3oxSXm zxQqut9X}L9a>L5v!4^HIF>gHI`&>4NORTmlfnm@OBL`&UI%(4C;p9MFHouu-=w58U z|2EO;1hG)2YJyW8sHMVesA1tS24%Y2H@IYMeYTsz71}A^eL6hqdUNN$bvlB*2w^aq zr@w43m_5THy?QlU==56m>8UlYoaeW@uo>6w;NHr7Iz1!sH(E+|{|49Tw{!euyYqio zlaxBFB2lY2j5%Hhl8* z_oJ#a(9l8=O%Mm*6Bu!QJ=$n#JhmUA8X5E)Ztv2aWc~Mm>y)Uvfe;No>Rf}RD#r5R z1kw!LHwYvl;q~*3z=PUDQ!pKd{>2<2z66|B*3QMqkg!$n-f=WR}Z^fQG=^EV~TXM7`qo=U@=T|Y1v zrL&SejD=A#RaKPRFV*e{%%(X1OCTB>6msB1^scyk!!BZGtjjDlXSCaA_iCNrQPI%A zl7u_}gv+Spd3nK<$$auSY^A>KdFF^(oAYh!#hKklzz+HUSCt5Brs~4$ajFk70LusT z=LjKpiGMuF>kLw{V6t(YUUKTTMrEbI0<9HYno*YcpQioq^H!)k5K`yb!xwYDW{7sQ z=S4F*(~=}|p*)|B+I)s;HgM{1qB6E8etvn@uty9iVAAOH_l}C$EJvV4!*zWPHanzA zPSs;0^lr962^QpA1%|zOhUduEe{376D@x$9u}Ea+hPycCmvfP*wg+r1|{#~v%!B+};U4$=IHf1e^} zAI!IkoUk0Is6Kx#3;m~1k%nY=e`%-L30<(V=DMyTFQiVWd3IDoZQI8_G(t`YXhDTc zQ-yS)(iEf=Ark|r14ikv;;ouiPTPb0Bb@#;5YZVlh1oX$WhakJ3rPTqq7nD`1gej) zHo{`9)@9H!Ap^t~W|rja{QNJar7@7z!VyNhEzaqcR$H5ds$)Sg|5Z7)H$(Pa;kfMt z);*b5s5tgrcsL}N=OFhI(fvW>!8|B#K-3_A!n*anA5>j? zLA_3CY};mj_ZYtEE2Q3Ut`VS8tZ`!se@;DEZ~zuoBd@r(Zn&vyXvo1D!it2^ip0Xq zX!KBC7uZ`MbSMLuQ8D@*+#n34gswVlP%MCilBui$p-HAk_9(`)v8C0WJXk z5pH5nP~TE!QBf4UY_UZj9h@zw@&OB>2xjv7?YuLL1SNOiR1d!+A3SQh_DTYK;QZuJ zv2Ic0sralUI}lD_T;5v0Ly=BCFsxt&x#AT|jeacczGjN8*13%Ki|djF1$kIK#ROgj zT7I4(fa;-l8IZA+ZRf-uIj|Ivv#l21gEI`^3t;)L8U|2o8o)|=P!nNnw?euWegm!L zOL@7*dAw2 zurH{||CPAhl`wl@Uc8!DVtKMHjV8)U5;Qy0_9xe#<`co^*FgMG`_~p15y1wKSM%Tt z+1Hu(FS;~pZ~D*?0J`zDv~(yn>6dZ>Ocn~B8k9`!8#QK6gC&HXBqAm`m*W;>RaJaO z1|uplOGTBoJ^%jkix3(Du#NxaOdfw4;5|UGfbq?4@lzwCqs}l23ctBRE`sie}+M zC5R;|K&XFGa$W-BBS@B&KhZ)P)9wH^p@w)tMfCOJqB$BAQY)bj`#DY>ajzM!pKry; zLtMmazV2fc{FkKQ3d0tmmC$wUK zfq-xCfzbvz1qE;kOMEB!@6da^id7Z|-xsn|aB2GYqX2G8+kgyQJ3zxQ&+y;?%JTr& ztQ2ffS{fcxl+bAT0Mzo7ot(JK%F4h1!WjbK8SENCPSyz^SsKyU(H$}d1_l*)%jKrg z(a~^b(xF1}&nLGn?c(Lg!5Az6aqmM2(3sk<6we(9h>3l0CdlMO#>NIU8KpsyVEZr} zl3U!Ils{ky%5BFp3~-`9eE1~l$ql8iuB{B%LePr`sxI7Dw;HGb0yqPMr>+8#TZR6i zGh8Xr4M)-kGF#@<3Mlv|VKrRRm90h4$w9-3J zH6s`|Fd>>SOKTwX{o_{S`6o(#2pa(w1|NnXt_-xSfZ8ZD^qB)~Az)^SY2m$qgWrV^ z8Z-~hZ*5xqj6iP19ZA2Qw%1I(fIRRP3)bEL;{w2}yhecjyq?K{r~_z-GI4VgZwp`m zKuiHFhv#4pLG|I4MA0Yi7dIgK7rTR^uysVUTIXx;HQQRlx78 zBU;1PT!e!N=z9UG9ZubV5vW;%l<>4+C@~J(7y~Lg-xjeoP^N+$<*}a<1Sf|Ej3pnK zS6UOM`MAFwq(h-|Fc~ji^IV2=iW)eCuHNa9Rt+>V$?H20)}hh}ieK zSq{8!*MTd@(cFtkL=8k3uCK8Zds+d5^O|OgPfX0kmj);MyFH5O;X9rfTF|)Mc-q9JL(hTPVuQ{uvo#3@TEghjR;4m~f8T9vZ^LsJi-{6FrU*eHS9fd}n4r zn&n?sCp*UJ)8;uy!=Th?;UxAucVHH4xA;d3@Q}P1??OXQXiT$3oc@Fe7l;Ee*+=3- zLP9b;Yz8(rCp&xDIV^n>7#-H!Nl>d?x|ul9*Cpii=Q@6HW*=8j^?_JqrhLTa;A*H{ zGtXo}7OH&X?33QR;pYA*=v26Y9Zoh-7YVl|@;vfg3GVy{i0n1NjM?Fv#V~Dla;<{`}3E78eF%LCGLH%x&*=sP6@s74Yz%rPY`LixVWTt!4UdY(cbc>gw5Je zxUc>t2Xls04rCMf?GmcJ0P~(4GIo|i0F_myaotS>91z|Rz{>Y}A2GzDO$D;>!WgztzG{*)FIWPEw-;U4?*h zM&14UwMCXhGb1HPgARu1imS!m0ZCbN6~3;H&Jc5YR`g)a zphimDJoZ{j)xrBnqfK3?2oK#X`F>1;2zRCE-YqIAro*G7*Uqkp!HB)CX@6*p5OE2tP!^xq+DE%cf1s}~2sJkhzuyo#Ouu-u z2SpupS5B}H;A_SgxL~jp?y>@M+}8YPd#>%g)~>k(3jcHxvis0gRc{F+OwoRo>%8^* z#pOhnGHQ&O3xP2Sz5)z{&>yLp+`zA#$=9%ndtxS>-21AnN?uORttwa^f)9>3oYcN7 zrEc5}F@UzJPDe!AXs$|?}>Tl6TSu&1rGDr65Aw(iT@qyg1X4+4W7RxIi8+EAT z4(VVu4UpA?(@sB<^=&2!kWB{PDt%4H{GxkJJw;PqEe!$D)l~>FFz1k+d*sT-&##dj zJrdvA+WN|y6dX`>ZSUyNP_}FT#f+h*ru)?49Wk-GE?Ef(A8Km(D+GLwwmB~KpFDYj zS>FKj%!|96L4r9XFE8(5iOYGUB5L4)m$cpNFB@b{Ye)t=+u3Aq_=Zwp=ig%=^thYt z-pSc{DfRNotGObt{aPhiAD{TtzoJTE6aKn^H9AO*Y_nf_ABZzovxVj$Cue-RJ8zci z#oy26h8*?&?ti%1drejqgHDa4yBNch6IN+z=#;ytjAx^37asqEZoQ8pZ@yai>$!V+ z!&)Jm5_2GR$?8-X_v-=P zugwp|l3RnA<8o9X#lok@lI0Zv+8TwOl=_IN@(UQ^7s2dl$8X^5gYboWbYObmz&e))T=JluYyHf zH4VM$#Ft-C;$i`G6Pj_wm-t1R>zIMA=rs19Pm*hQ`YV@J2A z84(;_erd}QcQ>1wuzVP1bmA_*mc8}9|Fv+%#2QCId27Mw+K;t;EW1x%GT5yN;>K;o z3#N<=Flz>*ZH(N7YeoRPrNNi)Z)n@_j;f~O&l+68s8=R1qwX+zu=j+zV`(?X)$RdB z_^BfBsl=>CUEHU+6MG&$ae6bIJ2@L<#t34DTk3VrY|v0*5&S;O3))U|?q=*gKV6VJ zy~E1-waflI1&Wtj4{-A`GNkI#UYMEfEeFtacf7N^`|66cMRUGahMiN{w0%}VLBV9v zK*5REjNrM8OE5nAudr~|i@7XH@ufZdwlaF;M4Z2RbO&jvF|m1xkfk)%M8s>5Lrweg zMRr<2NK09La@1H)Pfrr87nWsVeeg8iu+`;D;&sQ~jV_UcMY3+^E|a1w8;j$KJ0OQt zF}b0S@4ta9t2&e(rIE|WzJvf$#YEMM2NVGs8mGZtZZ&nIcdygsR#j=+rNOP*7o0Kb ztys3U)KPYI%ZGFcvT|5CmFTL2U8(AcOjxih`S(qVwBX}V-Rm#tfu{S_{`+xVU+{S< z#%;yyvmn7b@aoGoEz8Fz$F)m*jZem{tsf%(FX5S;ta!QgS4&f$7RjmA&w#CPv=%!5 zfpED}O`}lb!;R;5seLOhSgx+Q<-)uaxDS(G(O5$v#VfiXCkJ~%iWq3Yz_o5nZNKWw z@LC1^RWI5h8TM>j= z1UgkxSKa_xv)2S%a$qCE>{-9>a%m;yv7_YoBxi+*`i)DXjt-YPL_M1v+p6^n@V%)J z&P-Ixg^|*Q8ZJ4xx$3Elpt2X}%0yL{K^qM3o|CvdCIBwvhC^89*B}995j@|uJ2v3FzkWoxla^7ruz-p=;Jb(=8~uLRJo?Y&(4uE04r7kOKkW>V;%^UY5 z@Ig&DyGBjq+cy9J*P>PBZSSo_G(1}UbEeb6ZPb^?Y2ftxwRwd|qa zfxij8E!N1TOd3H4NqsdgK!4VQonQH559a0FD98hbs`X!M|jQIReQ~>DcO2y<;XuE-b>ijSa4Godu zvmi?bV`#Cse)jXhQ2NWh8Q->w=d-8t{ z@#rYF%|G0Q{Jh;QTtZk}cxm@U5#IkATK~jEC=9jktwOBp&3G=+8n-(Dr~~UrT;#+m z+`ACKVtLzC9^>V`+RM$FxwpU0z9;Cu)K|$w$LnD4{)rEPOF*EUQ~T`sa~2;QBS|;6aus99%q;Eg4YskoUZ+GhPVAc$ zQRHgmhk9t6K8GlWBGjkPb zW?C^hFf_!R*9uu_G^sJgw(nwqw5E-Xjn=L#;BTnUCY{3J`+U9m6*5k&|J~Y-2Xxuc zj4+aJ!L&vgPj|IZV9x=zpU9BxQ{*ma%MPXZXiW3h%>h=HWZ2rwaSs)F zahrbyOPn#Zm~b7`p7VbL`XIOe)&7JO{0;gPDY+N<+q)2}!L9&}V35@Kug19)|Re`KM>^atemEqdB&!N1c`w~3is}# zAQ^|1df)A!qRN(|flLn&Dr!8v%xC7ixzzCYh71laBQAZ%eR)%@HPeW>%(VhcG@6;> ztEQfwm1_kxpjkn(@F7ZuduBM$Vl@9vix~!*R_V%vnZG!XN__5n-RlZiI;PYd{m@|s zXv*X2l*njkNG>fe&uD1yZ{2$L!z6pJeol&{S!~%@WYpCMV;qQX5x<51nTrO)dVmhuU5&huBmDUt zb4$zXu)FHtWhITS9mEF_UB&R^~1v<+$IeGakT!l|L zf3u$5fnhbVq`4x2QmoO&(9#Ac6};9bZqawJW__S7FAIS3cjPAN9T-YIs3d}iiHW(q zx|+Z(+O@W?luN;l`v%+sPz2eABO9x(Ec&^+yJsSiFCX8E&oQ}A_AV+lH3CRXp9#LB zM!2*5KS-!{Zyh!fSc5`APDza($cA9*2{&atBsf#`~a7{AbND zm>nOvPtb6Aew*R*;)rhZ4FCR*qPVu~*E{Y&?=!e#RBt^kEy#>s0cZ_i-ak%4TCuWno|Jo(lnS$$+=-37 z4Zv)JD+CA)Jj0=8I`R>7B$$Qp?;YHf9t;#g524cwA`EC4IMOtBye?up*v5yZ8DE-3~(~1>v;8avrmiO}V`gzFMBa^O@R$Wa6BrsTO zsFBw1E=g#DK=$m}qJXNd?mM8*2nRbFEe|Sl?X6^~EdELRd$OkLdA_e=ZXsWz#b5=D z!v6EWUEkOC5~yrz4`&J^RyR`0h2ZZ-xEZH{P^{2 z>fHB~GTo0lSrt>vhU>P2gz4U#DedF}~joZEnA>;Dbm8mEWmujL-R+mhWy)ySNo+ zv6jioTJw_o6hkf9+aE_i)s-KTE;^l}_KfUD|42~7%c<)l5(A^L(Qk%DW)Q3mg4I`{ z(_iY5);(Wek4uqRA_L?^y%^&|vuRF$Y)?6?31}6r3?RF{Q$4*rRfL%=;wA~$$*{m| z*x$Pauf`gfz4MOtz9#-E*Fuc)Rm_Hmot((h@*KzR-eQ&tN=(>3++Ty1@SYx7mOxa| z5Ya7JVse%La*m+V+6YaT&Ks9@J$=1zM4G5;sDdNa|`yeo~ViAu4P7rhjQ_w#p z>oqTFnm=glVmaia;0T{Lf>eHq3sFbg?qXk|D;V72$B7#^xI)^?fURsqL~ueA96T?W zu4H;3(G~YjE2rh##-!uQ#rasdJLjGH!#b-vdZkRF;LREWkExqybE@$2bU@Zx8dI8P+GSdII9*=}$1?A^PLM-l!A8z(32E|2w{ zHm;e8JGH%9HDn8#dPGsC>Vynt=t?xAf-DFv7(P|ED`xrElJNnGT=AW0&{`F0E=L+R zcR9RH?PB!2R!V!&+ahS28|OfJ|dyorKT6g=kHJbO>v?o0JZf*jSt#IPHmG)oY@MNSDLE5Hy?H? zBzjlhC!_IQW~lW(UU*`VWU4H7^~p=*whjz*yTMuez@#nfmeix`UJ~b|HGRT3jF%qf zPZY4NQ~jxPD0hlB1yJw(`yICc`I_JH6TO+~_s(vcGS;dCf5~1g4V+0_@+>?lbDyCc zFnri`NX#9v86p0idMTA)q@kqvODSoY$c$Vl2Tv!-F!^XW9 zJ22s2(OinLYi%dZVw8i%bD06R{%|HtBD1?kc9_6Fq!ZKvq>zTi#ez>+_iF!!ZtE~d z8OipuMnp+HL_|{3cyI94HrP?iTzp}<|M6q?><-zVoCNl`Fx2Y5Z2^m+L+?v^KSC5^ zt+6poBD&0z=NmL##Q4lp4{8kR+-NiOK%YrlD8u2bwp0ipfM2WRv_7o4bMYk(D=_lT zki;R3FGanhO!r#?iIyl(Fmq`*igEwySGBO&Aw>$ z7u%4F*RBImNNaV(n1 z*$kL$pdarj?i0iumN+2_t+3OLozpC#Jo|;|@UW(5$$t9A+si5tuzgm&hF)eS6C9a}$~ zbKGELUZFi{xNNqVJ?D@~LOR*#XZ+hVLJYK=z`$%cf_Y$Q+g+YgkP0Ey6D04DrC{xlT86#w# zQpuDIr3^_(Lgx8BcF*(t-tS%C`_H%5*Lv2oihJ*U@9Vnm>pIWlJkI0Dp0@X`8|h!^ z;}Wo5qqcMZu|MQd!G9|#z>@pB&zO$sS_WVG;$;g8cK?bF#m1Vpo*ksK=FOKp%eOv! zRID+DTT^|udR1*)7YOLlJGlLc;zK_I~DFn=)LSEXL`hdR{q1OlQAba|DPhFzZd+T=gNBO)Bv z%ID1ze6{iVmABH=T;x&4YY^SB^roC8x@? z#*v3-eQwZyp^iTtvY+|k**&5WJ>n7NcoBrO#yo6M6AI+BS)+xVQJWOJ>z_r}_V(wP=1;+rL|vukPV z_9xY72ePUSSm^j#XB|M`%F`{#2B&G=u23awCmR3I=4pAYV^-E-Im{&>Llz5KWi$3DXR6H+*ngCgdBGD z%m7(QmCu&0LsR0-68xkYeQu|wcFer#Lq~>jO#R{OM}-9{*1{|X7VUi~s0qx~UZ08$ zHqs*fEE6wqg_G`KkKJgj{^N3!xI5~Z!l98jX|?6;zc|u(uCG*8(F*jx;&G|Eo=BQ` z7UJVQd?$| zgRZaGuD&vRQWt-i@63-6!d&-?bl7TtC)slnX*-+X2y*U-Geg0I^vva8SMl@bIPVzGs$3GQ3}%5cjS@GXN?fA8<(XVBw_-ik39P8 z^&GO=w5(%vEaT+Ehw7>U0kouQc=R{TL)$|{#aq$i8 zq1=9YLl4?qO5Cq8aRs;Vg;M1kKhZY9IxzE`ewKCCd;TPWAjPKYGp?Wa=dp!)sqx=2 z7dFNf-h&>iYXwcxmCj;>>fLOr9xEwNO9uNh%%uO$XaNhZSslPN+xn{)b)?9q0$G|{ zH@1uPPTqE^`Df`7v4>6H7|B1^E35k(s0tr(eL~s5sd>AhB=_GLprgUFwBpX&>NC7M zuX1@8p}MI+t8C@Oj>?~h|K}PmT+@qd%)R$Khus=s>Q;l+#&E8IdqeYo*PLX)K5LDP zpJbXFm5@;Uy{T`SC%7ubjrZ4NC4Ds)aki?0tF*u5sQNgKf^uV%&s%t^a+tu+~ z%qP2`UXee!E0UytF*Q1ZScScTS?ke<9SJ+u!P^B*giyIAeSxkm@I~(gQYXR%-$xG9 zip&IuvWpgv98hRxU}7SlI^%yTJ1s4_`9Cgz>^qSodKjlSpil5HH5RN&rVdU0Djlg^ z@AD!M^u#sieb;#pB$$_pSNUc-@X+LT?^aZKQ#+-|92rc}y7wAWUHy!rd<6S?l6Z3W zI0u4b=9IcO;6k@c63za2RuEG((+$*1_q`3fNgH}Vv2k$hMa#{Zj7Y+w+M9}v@MN8w zP^Y(l=R)hD0gJ$%z!CXX2nCfWt#cCwqP3#jHu$1l2ICARxBQ)sP+<(Ct^3!jt8=p* zgMDROxaf%CY_(cj%1ZOU$4-FyR?G*x{1bNl6xXdK6f~sIO5+Xs{mWjx)cT)Cb|*f| zu<<~O`=uFM2O4Jbslcdj8`mkv&Y!^<{+CJ`McV(>;~EF6k0r_0^!Csa9GZrAY&5aA zCHpwu(b4>S&+%;dr2V|X6#A*2yB5_*PvV<*VyT)xU(aOx6RNNjeB2Qd_0-{Xw!2du z_5DW;3#Zbn-!-O@F8Mc_VJYCjB~g1A*rT@xoZ+NTHLK!%pMQ?vE%5M9=J|9p-}wiT z+sCighKKnWKuzftDCcOs$sY@w7kHa6{&njbRwiSgl0cCTZ{yKY>xU#QU2 zR{iRHP{6$6z(0{Otw2-wP1?JiI1!~x}C5utf#n66@YbUc!ZbwAa!p(Znp?dgF(f1~6nH_OQAcz7M zl+pN49%M`b*Ym8X!&UTd}XDHC0o%(yZ`XM@W{xFii+)`u@_%YmYGSS z00`8Yf&g*?iTV4;s5H6Z_C*Nz10M2gwoRHp6fsoo$RipQEZx)39B*R?Cl^2$TEa0q z?#Rvq`vYow&Bdi=!c~8zvT+F1p+?M~r|29Vr*6R-WUKS<5vNjz)kVkIxw&R{ zscU6lA+UgU@zGzu0^p|N;c)=Nkzw$;$2#A%t-bvQPMa-NlTM}3>ynn04eIKGkBs%% zhFcuQcbTlDx!d~sBEU}GX>sBv4TZ&<%ZtDEdPCvk>`6}0VH<$b!6@Wb1a1efGz-tV1WoAmWPqS1yAebSxH zP7Kj`RQrm{RkhG+?N3Ff&G$La_75L!!sKPA#d&UOnY#=|nVS_`>&C8ast_VLe51#(w|&Nd%4x@=sKBbpDry zh@C)?F97nb8%+G;0;%z2Ww1t`bnHxqNM4`(~ASvt9JKpfJ9QZ;hC0OUkLn@7sD10S9?p@9U`^ZLOuK<1A7dLIe0eL2pe3H`g zsLZBxz-;Ci#9_3g+_(!Ls-Q7fWD1BqXh4)8dRZ(x!s^px*TbU81c~6)3dU+ro@WJ@3Ag>P;w-V zUg3=#0Jx2jd|c)_kBmUI14e#yya-hW&`|5@>PTStK$fmAq?=63T(1~WD?|*D_N?}H z!@6*m@2~hCqeGg{sQ7V6qU|7wY^3*= z6c%nSh8liqe<9tsbOD0jUJ1r0m8)AzZvK4a#cqfNpYOZjlg?ow7=3p5U0mDPH2_Mf zBaT?=Af(V{-vnxGTH!et6Mvu!*@ia;gQ#x^-kwSJsr}i4Ts-Q9oBV9J5l38ebJHIS zJyqf9qBWDi7K$PRsh%^wL;AhQo#QUp9x=%Qg8|}AR?z6smYYn^%A%iGr`k^-VeRO+ z7x+pKO)n72AvQ`zKn@MrA>CKU!_l=Y%y7`=Bq#8AKl9wQVwv|dir6aK`}!nj-<`+4 zL8_4)kDhl|B+V=unF%VA3Fkm0?=UGF?=dF3S{rctn0`Z7w>ibYHpxX0w7+$pu;AD# zgpDMqNwUn&qn}bh;7FzD37KYarO}b{$S4$qbt)`>MvvAgbYrZpjwl}nOPX+ha@273 z%2x$}0C`|JOKJAPcC=*Pmf|eLJ4Zx7(^P|na&FQgIXNzf<#7ZRF)}dR?^aHh*n%?$ zD*@S$kkC2RI)5Cj@0yzOQ2~l7v7UX?U)FtLnHVr$WT*R-e%;%ST z{NSQ}3ZzeN<0sddq}4_~}Mu@YMrK3v1Z#6(N= zrX@Exkk8MQnIsnS;&V7rW7PH&$l|-V!IkUO0U5;@Hi|jP?s4?aJ}1?b7(_HK}U3kDS1BN+^DHhB~;Sbqh$5nX$h|}$|T+M;Ek{C?a}+SglUVK=p6dW$Y6 zNK?<@5NW_6T&ooS#!9szD_5{V`Ec#C&TsFFmHZBht)6@BU(K_n`h*9aSODdPeOsZP zN;c)vN)vfZ-xy6@Pk-G~7ewV);*yUp>JQim$QDJfFfV!iU^_XrV!SI3>P*Zlrl>uE zM`LRAid55zYhpWUVUaeaMA`=9;yC8>QR+B;yz`D`V72sJb+_yz)<}?w1~mM{C#t;>Ju31D`*<#d) zkB2AO@l%_+jDo^0ajB$)1g_{q$4N7FVYKR*infbK+5$)CeEQ>o9^eoV9!l+;S^qHvFaFWTWZd_ zpR4Tr?%B@J9quO^R31U^DxM?gHMS}4wYo2C$EOb5Rv)G!AeIf#?n0#W+391br~{J- zo3=U%)LFDtL5}Bl!NEbtCjw zsNK#~F#v&=yPlH`oQ_%k{%DvkR2H`=UP3SbrL*q#_U-ON$BMmLf$ttZ?_%DCin=FUO3~xW?*z0Moo83v zV5L1O&9%BE?0ZZDP9Wl>t;|}7#l*;{(JmJhAVq>FwTP!c< zJtSGNfB)H&u3cTWq3SZ{i+40S3Y@rVE%Paveg4bUVrfG+r6Z4=TDla1>sbG||E>;@ zClKjZiQJz*PjxMgsC}#QP$($K^XMMWyS#~iToz$B?Y3v7Uw>cR=HD!u*WPJoCV4_@ z=m13$ZA-)0wV-{o+QMwjCCdi)$#+C+3BKyOK4nfNn{?&#>uY3I`R* zJp^ajnlg#B^2P=$sx+L~2Zm3DeJ>iGb|*3^q??~kr|mPA;*aSTsFTJTt9>1uZpJ=y zhPnFBnbS3<@hQ%g#ItX$_zOm)r{unQ@Vb^=|LkSaa(Va1^UQu8ll%8>-#yiLQ*QU| zfPs+}Gs~9oxu7poB5_AXk}1AVyFZ?wRNhu<# zNQPH8)3{}ex*~7u^No4yt>LyU{NJ2PiApA#ny-`Pi^-FHgTcOaY;(n`Ai) zn=ki^;qL>pXY8vVzoTkh;bme9R(omwSs`j&DeihH*^ z**I3VM)ppaw>jJ8NJ9YP@z=}bBhnwzh6XD9eq2%k1zez;4_x;V2EnVv2fv@YSoHaT ze@NXR?UJcr^o16$7f56rD@`0!=#Zf~uS>kQb$(+Bv22%?@oNaqKToEGn`EWTe3sc7 z-gaT1<2wJ#M~7B`5Wx9VtKZ<Vw z(`+6m1_!n|KV@Dt5E(jP_HJA{TDhra@=9ioT9D6^CB zOckqXU2up$CThJ?!17| zSq7P%KcmVT{2Ql(KF7&j8)fO+cz1$--YxbsV!qeP{Q<}CiUdRr{9adS3LvJ_dXSHL zGmmRADW81*C&q7*q}7_9bjV2JMva6!7Uqk2(`L7vAKR?B#qV5J`uJ|tyDe5 zVS{*Dt`;#IcWBBymCZD!sQyP_dnkuJp}&+g+asPkTL<4}-_G~EBJtgvUEXBM>-00{ z9SKcB1v-c7q*=>en#MCOna+H@e6zK*W9)WMfG>*Yvwp4nj4Uh1RYhY1zcg{Yy?nWH zW`9S8rf96hQyMYj8np=WnM&K*0=xR3`(^HmTg~0W=@1pUzyG?hd%&&UiPumcBrN{! z7E4Q7%GriZ?+?q^cRx)>`QG#+$WnQs;E3I39wGbGG zRio8O+3zM9)jk}4_FO-g;-4$F_k=K4E+0qjU}nbg$8R~y_;J=R1lc`%1ibH)bF68( zb{;M`ZkOM9%zoI20q?D)S#X-?cC4B&z?h=k^wlJ3@u@J*>t3g@~yi52S^L(pkRueBc|=d8x>N4k|DL`mSmEQ*-5s zjBG=ywm-PMG&P(`M+VM`EW2>8t_!*_9pYssdEzYo4g^lYdf=)cZGZ@93T<_6=eAQt z3yT6Yu&`jRF0NdJX4v`F()H^rQ|;ZA)cL+f&npTypWayF6n!+-L4?T+*DD1Z98zDa zLsj5H9rp#OLC7zaL$b1>#-e-CoU~58rF;aErTXfwB@+`991-l9bBhQc$DL1{=zb8{ zIJ0_ZNVx6*L-}D$Tl7(B+!|mDvc*%^{CEEh)k4;`utM6B#fuIeIIvS!+$7VOPPs}I z6_SM&KmZ|j1B=s*eDuCy$Mg<}432yf4=@$i1fvjbo$Qr4Y)v~tgiCd#DvV3^RIL7K z>fq(ANb|X+FIh@y0r99A*BY00%y?Ehl*qD@<$Ray&>Wx{BJ0SYNC3F=V_6#bR zA=9kAB#pjP)@@GQO$d|`b=libKJbipPd)7ARVF=Ff-bOhu@xH1{@l;KyoNvfZN~$rz!h?(bTj3Tpttq_;gg!_Un-(#)3d?+O3n3WnWPQHBk zGEc6SXWKURTK+oeV-ZPj9vWpD(9L>QK!M-kjZSas^CwRZbDt8zGJ?=jzSC=&Y?Iv# zQjkO=HK3W+eL)co-J-h`!>%cusa@DXg*M<#6~DmXNl8huJfsiW$MlHu#>vEtYts!} zVjBMBp~{=pX>%Y#4xS)6p$&|={*Cno`Kd_Xffx2Z?9Vq;?I5UX(YMB=tNXK%u zWb9zo5i04-z(>+<-^ONe;)Iy4?6xgiRKX;>`KlB5#Kfz(!_F?#BrEnYIql-E8z2SO z?(g{YDRh2*o@!1KT>zwfFgp(er_CNjW+5Uybzt7J;sR`{1_sW)iQ`TkY47e12I{hD z<1qwsNyN!<4m#t9DSBdf?~?lhnmmo^MMWG)ZV2Az+7Ru>h%!*9xVRKa2V4Sa30;o@ zlK|9Pyw07=kZ#mTH_-jGMX^0pU67Oxme>M9aX?!gmBg4AfVpw9WjNW5` zc`1PlxzFoAZFtjbD%l*NMXx9~H@Aw8PMEYDQJnMK-$dPm%zN^5Rwp1C^&a70=(q(c zgHY{-i8?8ND=Ta7>Jl}+A9q9q@_z}N)ehX;8F%Cj1TBYlL1Jof&@!aKYRBeVJ9j7d zthHJPCI&ayX`VjaduK@meD9}_g?lE=uvm+ZWVWE=Tf#K~^uDn!IO%p7V+)!VG_CH+ zsJ?voQ264hKmInhwpQNWW<3rh{0J4-O@UTjofkmU1+NWbV>tLFOkEI3xXP0biSyGL zl6mg6cwiKHBlFas0SPtAOm=BW>KIeEx0fQ(Wrr_6GTKSH>$b3?@6~t35wlIs0eAv_ zX#2tvBtnKdkO4L=5Qm0*$tSO=+y$X-cW(W_06+BGL($N@slo%|ZY7Y)AG#_c5~Iki z^x+_L!_)s8{3CK)r^y@R#alih`%r0`($x2n`@=kzuFF?dw7-r;9l3t6fjXWOZpz0_ zojzt{g!P#)#lC3-+j?71kNg$yQlPQ`aqw{Ewch$Ly2N2G?2-qsy0(fP-TiBN;$BJ~5FZt8O69DI_6r)Kma{ zyAc0BOF~4awnS?M06hU7rb zQ3WN#Br7^5hJ5n)2*nR=cO4za*#}{dCzO0XUwkqMe~_@z4|xIVr~Y)gzS);zU$I{z zfWfYe=fJ07?ydK(|JmJC0613@Ev-h3s)?aSnf2(%Z3ip+_wTFe2fy0M(%0qK3MMo` zLooGYTor_tf}4}%GG4r32ZeIL!@Q?M&>*w@$MXC;hq6lA-It2C;^f=Mw3WpKMG$+g zU1GeE=TB)2TLVx9gr)WKHRV8TPkAL;%Z)D-vBBt!e3L1Jbg#iLy#@ zmfV(BR<5qDAC#~8Q<*41I1?OU7O3MxlJIe}8vu1cgCGq+x$ekv@Kw+qgD|r|q0V7p zgKJq!q^)@-@_?z*lgjK+2R zvmVbB@I2BbSAKKVNh3ffU4%2lsCXdlwk7xG&6`QeD2qI;h5BJy!bDHcS5u1GKX?aY zk!Ye72LPg$dn)Qk`bjHs_wJE;0Ia^gaxpEwdgg=Nrl4I861UVJJp8Q@DY{(9zOQnM zT&e2MJ1`!C7<=YFdyUG?XwCGGBN5K4xvMUCL+?q(trKC zzOgYSxED^PZLbRk2FJ-NW}**2I8$FTgr9u<%2+K|6_HandY?b$`_@!n-ZTpr4pZOA z;PE@h@+Lan+U(`F96Lw=Wp{t(&4gcoWgbQn$tW&BxoWE(!)DyKqW=T9f^UF2+*u93fY9 zB%eE>S+0-vH6OA3d|J4UYh{pmY|?)p0**jTeWULpMMR&^!Nh8F&XJVh+{&p%YTNo9wG3*_Tg$ee*xB*ScfCqU|vG6<#gSx0hb8ukoJCDj6+J z*!j0W91!*N0V5-OPw&DP{~U|8BeVh!bR=s6^?%bI49FALIS5@Vb-{E-My?x{+**&= zLdqGq6@o1-xiuGgI$XF@2fPHXJm10_Z8Rvx^j5)~iiUrs#f@|OzXKL3e5;-A zM^V}a&-H~qdaz|wroT>plMZdt{*McgtgLk8ZAuIMt#77S_zKUZrOp#W z$uzv_Bu)(m$cl+7nlgXpyRKG@f`o@{6>`1wO+%a zws~W^SA<>w4G`tN2hN@PaYoaLhRWrqd3oWLB(}&aMYfMWp0V#D; zZ8O5;t1CCA3lBPye%~>cB^BCWb&C4HkCg6AH!Z z|JIr(`tP@27#-XO&iF373r|h5GR`EI)XgYDp!ExHzVBY8&rO!;@)7bjnaM7p$lTs)y{XtZ}(1UB8DKSWOWMe-3uBi ziF@&_En;_0^>^o156 z9Nt~o(EM+zI5r77e*e@Y=|9)NMMf}>rVXrG=IHA47W?;MVsqOOQcscE*k3unzsGfw zdVpB~RIIMPMfQK66Jbe1mQWYP$R|>-Xd}8UXa?v7G^*AleqJp}`ETu<-mGr5rFAHm z%ba#(n>_(^iI|OLspm^I68}xPSq48_mOHP0im#HHeFYVX1M_sTj?ciO)8)TQzTgu7 za-QHPEeiChkxG9mIK%S)MEcf0+x-&NjK5!(?#4~6+tZ$k?oQ(-4lt!94Afg0D=qSy z_^kX(i4qXDG++r8Fps3sPxcTk-&p1%SkPvAjtUri&-_fJ6<`akuS(iamjIqp>rCP9 z>xqD&P_1p&18M1oGp(O1C37qkYgz=(1P?}Q313^2xHtJZV}=_KD@3uG2nIVg8%iGi z^MIdCsGOHMwWolpuT_bH;9#`#5}c7mES79_16ZmT2GD8%CWKk+TWgRhz8u@}{p{DA z3tU21^Tl;I5;WMt8d$={rc1d&o%qX>V$kijawoMfXlfRQMbD1@3@5`^h`idzVB4>R zC!}Eht(f7pb~!7OA0cTl*t9pRKX^anFfe^Isd}I6GD?@G3$q zK~NcblDg?fn?V2N%+2Fz9@JDLXNdo<4Pn6NhTk0Jr+RiiQTh0VfiPe#lf3-J`OSfG z!T%Yk#Yv;E(YDn-qoL>Ed%Uq>vY~;VqTKmS$H!{x9fOcB*4C(z$V!2#A z=titsYWi<#KiuapxXlwA>uyE50%g6cf#j!QU}>HFYQH3rw$Tw4XM#ipw`6gz#4jPD zjzDlDXd6u)7dL{WK~h3>yt??8*aTytL(KvaTU@slH=b>zcm&VXfbfMiivh)$K(LBX z)g^d$^GoFNVH=GPy>3<8&HkaCj4-t$u4lQ`msqxby9Br%96|=2mgep62iv><58sk1 zS{k&atWN64;9YHl-{hH~l;>y9F6Fr>ncO=OR5wT0+IYER0D!R1wo7HRUR${gO zez3cuyyG{@|MRhpztL=68#~^u=CmqLs7|?e>xG3Exc)xh$VPqB@91Vxw3(Z1UbSFIopWhsDfL$Yo{GBDWsDjatFx0TYK^b1J4(%st| zh63y?pHlhLp=*<${JUF}wy}X1W|xl6C<&7SPYShm^!5(Ud4kNtANv+D z>BSf`TKR}Ngzc!fqH2$QQdiWUn684jHhU{OIVJ(1Ab5rHDU$9sTl2)}=}j+ue0G6L zN)pDU*h0Y)fOedgFdHPB!RkV;PWl~47`2y*YVmXrO@pNZS*=rVgec8(-QLYmR^M^f zYK>j;P~;u-_%>XQC)ozQZ73#Q)X-#eW0MI%5?}u3-R>UvOrZu&ARI_ZG4=S+dI;7~ zB=aiAu9N4RmsrLYXOES8^m#;?W)lb}3|Vvfs`xlV6)e@>eE%+to-JvRu)q--YL#a2 zhcFYe3b+JGIn$l%M*>2kqU_s>fjGaq1!ZM)d82%*n$a$f-zRmCYk*Uw$X_R5(q6Hku-gtd^a~lh={-(NcRRfr>72=oCTJ!req$TyTtFNsilGuP11>nmqDv)G+p z;KM_~ngVZ3YP3JI^Abrb%w}sPOZSHlGTDC=`6|pKk7t<}+H9?!nvy1wcZz$@uln$Z z=rSx+H!a;PK#~Tw1Q-snl`_pUiX>F0vvdDtwOU=|RRGHkOifDy9)&TZsTQrnz=*1e zys=0Q;cWOQPgzyw#V0$E0XVi&sy*tw1UT_3_lNSP~Iw(xE?X7YF%_z za4$RK`7{adGs0|xvmN@4$4{II1Y|QTe${MHUe8?*rMew)??8t=Afn5HkuKR-|C?5O zqiGJNFI$n46E>zBM_0a15(xLoeiIKL*@SQOm@=MTvV?HL%rVd)^y0>-kOl2@v9Ll@ zlVfvVMWVG4n@j+7fbQq#8;;7*5CVy0DS9+Trx=0n1X+TXWC@);v=+i;dG$F413U+# z;`(HHM{+0{-2FfSJF{C@V$c->uyS+61591g19DbcH`5MWB-ly{pyPCFL!<&wK#<{p zL=0YLsNHC?P7mp0MHDNaJ zCt*8ZcUBtwEvqAEcS=ct0&;QREk1T|w?NC;CqnxK-{47y!2bQm-Ba-;@c6@!XlL9N z&vYIPI6t~~p`8(=PR(K!?Og&lL(szsi8)4pUpMEtBZ0uln9nCW2IY+zckgXI zyCG2wX0q4($?xV4WUm_=rV<^~ z|F^sK->{&j(H7jtE2XV;En z0|O2~e00x?$-m|-S{V}z#w@w1=jP_L4=AQXja5u9nZ^7(b^wSX%iPsn+}cV(T{ijh z(QyJpD+x0}<1mpQ1bKOEVzH99!Lx)|;3h^&@g_k~e!z!v4%!4R3fK*^3k&pdsrW#6 zbt;X$PKLxf$uOZLo&*tug+<53?H`HSUG`OyVQ>=$PsPS&I40ph7xu6LXnfTckq~qv zBl2vMgCkX_C{#}mHSQU+V4)^}1{0l>RQ7NAcie7vg#a8VB<+d|texX?xSTHYv>9-T-Mi_roQKv$!l8YL#snjmtjO?i7>?eg z1%3v_ibSIuso_SMfSF!G#8}=OOemwHeiOfbk$_r)1r=z9ofxP@N1DrJRnf-<$V~sH z;b_nykw!blC>tHI(Y$GHK6>xgKG2fv>^3U}gOCOYAHY=d0#Ba!?%6~fN+7-?w+pU| zHkKe&a#j{5xjX|qK724ZeVRU8bMIt1Gx$|#x3JJDYNt&d*>m6kU8eCpV>J_qL4vr* zzwZ)SsbP$=>md~@+L&Qi7^q=H=&z8*Q11Le{5Z~)arFq@BLD@Iv zC!@?Ka>AT0$PzsR!Pv=3@G>ZiAo$~M>wh#S#s1_863mNY7$~z4J(eO8U%$rg3C~Yr zmMW0jt7Q`}shBTkK7U>hmqK!2dB(AHIbM@%f&tG@1x~Cih=JAS2W4sT(c`O)C`d3_NWd|x^ zX-Yb`QIB~}?<2f5xb6n2l#&a{8MtLs+&_ns!s-BxvI;oZ1dE{oNJg->JH?FZ_>mnY zd{Yd$jTHrrQ_2A^Ke(bPZ|1#EABPV38Ix?{1ZZ!+>=~WAKMs7RpgB9M#V#9whmE%G z*~d%!O`e;w&gVlqAu276x%$KbWuH}d^>^IkAf^R$UV|kG36Po3$I%$r)q!Y&N@^=h zE~z-U>ZYO5P+s@RR_Gss-=I<(hGyiFVW{BZ3?c>+XRVU!owdw!^NLeX6<-z?i)n~B zI5`<{b3QfLVQ~C7$NbL|uycN@HKQ0A5fKp*w>KW_L)vs51QM6z4W=&L21{gA;wXtS zTsx9oQX>CLgPA+123$yqeOD*?t9;*GkFQtuukkzhyM*GP+wa@suZU(e(clKEU2v&_ zer-T}n?oUp47xz6gx5C>Ux2uZ;@Un2NypkC7Q(UD_y6i*aO*fa=C|GK>FzGR&*Alr zwb8Mb!bqGGVUo3BBf1MPN44YDw9e2^BXV~E>wWj`)W>PkCPlXCId9x3R(+s!GFo9q z1*k6-omxEDGco^gl!LBP4|>G5JZvQ_HNL@U+a~=?Q6Jd>;t9@*+m5I$PU-&q{aY`Q zbKnzpBFn^5V!G+9urrtzq$;g@1&I~8J+eL(!7;=)*^B#q4*EcnddQzyDWvRmaS4+k z^erd`PRETRkYHYs4|bcVP0z}u9-pM!vQxaiy*bG-?>c|FS_s;`Uk_d?`kZ$<-JeRd zk-SoJE>N>`hP^p`Af=7kEhA0yK9Ogtl*Af2jg zNM#{}0x|2|ev^|YcY4Q1!p(K6HP*UeMiIo>sW(EA13}xaR$pKE8hprW{{1U^eeuv< z{tu{Wg0xIf0WGqpNmsUFmW^p+fadJlq20etQnjU|C z=_LijySk$33$g&QthTW|e)5FA@yM*#pp&9L+nRZaacgX~8EbLxAsa)Em_&3I;Sq=F zFY~}-bc1*3D{t?}*!|7*{MWd_w4G$1IHz4MsDj)M&7m&;0X0z3D?!FzFV!vW)~ZKR-Q?` zi6{Wp1kbb0n+EOAZQ%>vdn4hGi>Ww%1pv0ZH{9T}y?aad)PRdqwK!kvfV2F?eZ=_t zURI{rCe=e^6e`)qn!mONY`AxY(zzdCiq$+wuzrTq zOy!16w46m7i#g+2;p0Lfda*2_`L7#aXTDb7+a9X@vnTO=;oF(nKv#v#SltQJj;MOm z=dT}!OQ?@?$37F-#G1kC$|@YC$|Cf%L|kgq^Rh1^k#Wbmww^8Rwwe61_Fn$Q`HF?9 zb8er$_Lq(%r&&d&Q>#Q(DJv)(bgZcOn$=IATU4|*GNbZeB`agz7X!?_mDFw?=WudPGDvkAEcJHyQrGy(V4NgtoqHPZ@jfX%IoEtP@ z8Ul$kj1ILeQ;X{^>I4uGZFtzL-Hqqi zW6x^~!(=_h1s+19R$N-=t<-9jYvJ3+wTQxWQNN-juX{bI6%`bjvcD4&^2R1cm}EhQ zf<3g18eju{c;6PoD}o=Yh~oyFdEqHCRO^O@iL=v*FHlqjtU~(An=^vnz@8BU)A|jr|wy;VFyOCMDFmu)2)a% z;9g?0Eg?dpWMz_D6hcl}J#-fli`MnEbai~P!x|Ps6>XZkvDAe0q-KCnb-DP+X63!!al` zp?L&po8{-ii?`;yCO+>s3f42T`^~J^6J$n)ldC3wQgVe73Zc`f`8uEt%5dv!~ z9I0x%UU@&slw}>OipoMB;QZtLmRX)`z2E~&OBB39+H6d#e-hBwfa3XLm0bUw?O9Kj z7pgYGSCb+e-=o(aYk*^{8`fnDt-eg!G1BlUR_wPwl3WZq-8!7z1cHvUGso$NC(X?x z-d*V>5cHLnggGV6o@!O4jy_5-C&FOt=FOW^-zR;Z^xS)n9(iM41xf;&?Fo9dRTv@D_96j03OY^CX^4?e%IlIydbtcF|hPcNlq&AN-%Xc-wB z;E8;T6edE}*|hLNbfbuX-z|1lK0dxLh~x=8$E5Yrl(My|p#RNT9QTSikO> z2hez_S=c)PfnoB2RUVHl04IB>2GKLXMI}32;yL%s{Sf?@-%4H@9)r5cWN0rET*HU@ zNa)O4VZCi&cQ540PcH`hFC_vwZEszm4QKT}ZLD>85|X^7^UxXk z9Q2|5&qi*yF0r##JKlY1-|`1?|JIR|U7ekSS-F+u1X%smj33S;9MKhb->2F(F=6_~6`JHocfWbR~hfW>panIL5Seu4k z`Z4dE$e`BPb}h)c2?&spA{ldYUUTb3Kkxj{H|}3r(fzub07LT6sau9 z>5XWR4=Pi2zsHe5l3KV2Ox;&;Qtx2P5bL*<57M$*qGckrfr-_*2izOxie=-} zq@sK`R{D`hN&l+E^W4x$a>&lD+9mfHp4-&;&eb5}Aj1u#;dNJuD@rYdbYZE`_5dD` z{z$-mjzv{OQ-ajcw}vnrS2uDe+qwtk&}^yiyUY$g4;cZnliT;(d!io}QlBtHK=0#W zSRfGiB_&%PY1E-j4Cft}g-@#I&z-qxt-X!?{d_ewHS*V&_X%s?Y`>rmA$2IB2Y(3` z)?P$RnQxDxPQ+JB*{ffkUI?_(=iIU-H0wkzbn$q>KEm7K#w5=ezCe!}I!+S1I5|0k z(h&SS^FGHLfq)$;ClHpxqN2eh`$|>VmFko|zz-lpKGjYndB-BhlnPur!k9R?1xT)2kJZutX%$pu7SSGJ95dwYV4kqC411tE*MYL4q__ zR>Nc3labUCkrHM_zo~a_Gx<;jmB!Q9|hZEk6Kjph0~ zqV3S@Gj3l4vBZ#H)?O{nc>bILfJR7Y=$6^Avp8R%j7T!GbL@vjFYGdWp483nfCM=5 z$o<&B+wdStRjsli#l#cDJ3Bc&o?G?WYqCP@u?r;f%a?y<-MVTsK8CXfO*@7d8GI5B zcJH~)6SPcBn%Az)`ccqVR8)YV(*RxjhR%mzUy@#yAsS5qF5|3-5PplqTpd{&)&tGg zcNMUdP4oUkx4zt6^#F}>s^F3y4(byBRg89VIM8Fd#ASkF73mGE_ww$Vs&0r&g zDuF=XsjaSREP`Y!`BK#T#61+s>(h~k8}}tE9R%+IU)PIV!@pBa?qZ^Bl`zcRReZ` zClUR{^&|Rc&+>QWT1Y+SVe=5o)mA4Qb}WT;!qE4(v63keea>^Awh}*CU~L?3_Ek?! zjiT@R!kOfQZY_^yh-zx2K19O{=l30S`MH_&IKI5W`)ud2#{-|vr_C*EWcx=8(*fH$ zY-yRkqvU`wc*p36m4KGO_FH<}f$irzkLW@0)>ybyExq#+;FWM#AG@#B4%C>HI#Eql zuH@_xS1>-;7|}plvuJYdPk-|<1K9gy#R9LSdHLuE55!ZX4m{1~*}fYnybK~GcktjU zz<#c{^6Q19Hqi-=I5Ra&7E`8}F0$3(_t>jm6DMSa5h{ zD6#&|&CX`T4$}bn&^-f^2G|pD{4>XkpS+2~TTXLyNz$yu4`(`pO~#U}`&CuSwk^q_ zk8~0+GatfPJ(Xba1glw87CfsT>Y)o6Xr=OE4YM@dE%5SBC_96md<#Kv{n)Or6S~Rr ztU%b@r)p>pcg~L1%uWzpLCPhQ`-2ri@&v}&bolE>b0eu-UG-%IMHy%g6jvyBo!Ckw z5?KI|;aEWEbo<>-^&AM{KM?hYCJ0z2K*>x^xnp8uD=J?HvQ@6lpGI2p4d*p3nwp-z z0nFOn9X+fcG$&>g(tn;VHU?&i{RNyvN=ix;#?F1K4~4ng_M(oR!S7HaK<)%aF-~MBrQ(tY*^q(7jOos+u4cJuu(e>zvCeB^k9Sq z%eolhnzPdU;^Mlxau03*|0Asg{1^%-K0ZEp9V`i|Ay8e)pJLpY#m*{7`twJ(oJU2S z^yg}$dH}8n3HcHcN(*BmR@Tz(|6b&DP*m{mHQ!xz)&E}eX5zP&;0F{?NYyZUF3I`; zI`)CdNoJfdBs|@`Vk;tE*UZmSf8WT1t6@CEdl9;9gMnPs&)4Y)3;n*zu9JP?P^1>| zCD|acvS#`{2z`T1Wcp8&6!X&J{rmh_uL6e-oylbR`;l5yn|0J-6BXGI#+Bjg1|lYD zVMk$`K_0_%(3OECVSwK??1>dUS_}IWRt}Cw>fC?t`yn~3`oL4i#2>c>7xN=U?QWBTXg z{P1xF1x8=y=jO2eeu-*5s-@*{>BRBlZyAIC4zIC_iJ+i18+=SO4k{>Yt*oq6Q}V@9 z)tf-D_LlD7i-;zIA0P&e4)PFJcvkC-1P2EnEP^%0_W-rOBfU#tH!HLh^d`WyPiSG@ zw8`mG@ynO*NUwh*fen?kD@;$uoiN`r78Md=e13H1>D7!UPZ~3~v#<<&Sc1_!gpgQ! z=leeM;X8>zmpJ>KkKr>T10Sb`0LEC zy}jd3d~2=kmx`Qf1^$`EsQvpd;{?>Zaw7MFRt#lQv*>4q6g@q8yz(k5FKWa{-?woJL)>Hs1mGc-hSC0$$6f%OPyUP&>)*>T z#Q*!#;zDrd3GUlxT$q%UbVgyLYX~gf;r|()%a=Gwe!YV@KL~yZl1X%D#An++lop#9 z>1%04k!GxYdpG#nzQ9l)Y)3!(%4C%9^_&$ZcK?trcNKQZl7odmvsFp*{KW-m` z4a@PXq;KSAhNzSjHn*FF47uK7A%&b7#X)`nNtCz8cY;6Ab+`9@E zoUI{$;wgywn3_T^_7gk@>=Q_lBf~mFNee`i4$B)yJ1?kT?dZ>}fj<<@A^Vvh&3bX4 z(tMULmZtx+4v%0R5(WT3I9*a+`W_3u`*O>W^7`Vr^7ZBM2isX$Z=k}xll9-nz)vt# z3*Z2!xGDcY^BqO zW{LMna?GT#6U2L*Po(mqS-E@rSov^M!Z|z+M*>yIKKt}3L$I-&PI;e@E_`Hz6S(b%eBI_I*&r2xY25MA`fL^})$WIll|Njge gX6pa)M!z@62BLSz@10}1O~4;*4L$W7;@O-33%&D&0RR91 literal 0 HcmV?d00001 diff --git a/_images/sphx_glr_01-vector-add_001.png b/_images/sphx_glr_01-vector-add_001.png index 204fbfff198f94510090f3fa0490c6805d1ed003..2340461b926ee91d6199e8da86d0e0110135a787 100644 GIT binary patch literal 27876 zcmeFZbyStn+ctOr=?0}kj-)iwt+b>x(nv^m#{oqe5fP9^>F(~3F6r)4x*KL6fA9Cb zGqYya%&awQ{uwZF2lw`0m$S@!f2)3N8q$&i0=nsJ)ETf@- zzwrE?UkASgT%@#J)a=b&+>M>gAd1E=4mS2KHkKw&-OQYvE$!`Iu)Sd8W_kMF#l^u{ zke%K3e|~|@-pPU;Pko>s+yvc0R>v6v!8L~eAmobWSVAB+Z{#Fjs(U2wEx3EAn=N)7 z9eg`ArH|y6eR{eW9>R#GYE!WKyzhB2#!Y>CK}bP!gNaV;6K`GD3w>f&N38{o-KWry z(eP6o1jM||flP}&&j%8ci1eSd3AE0zVr#bVTf#54-1$v6hn$BzKlgHAA>o66=wzGX z#808%U!**Oiln3@Z4Vi45h=1b_&oY)280oON?`gJA_YGF5P_HuK9&9Q2J#qw zITwaM{Nk6=|Nq7RUkuo!IPplbXOn@GlT%1&Xqzb)ay9=pm%$*%R ze`1291|%m_jE;>V=?8)7y2YBAnW?lKqaQJQ6o|M?3a&-)c?huK)%7ocPx9D`i=dpc z@&zmk^%-*O3y0g%l0kDd_zYW`f4Dj=S{6QJg$F_B|1JoA3;1IXaA3{b@li!FjAT_Z z5``ldOpuLl*~1^IhvAQ%TU{MDKd<+knHfp{b@*daQaLND=Rbb@2w(%zl&NF+6~SSq z+)ViXa;?y?B^7*g(fdGztzoxZ?ffq7;fmV8bK^;>-?gP(%bgp{+tHD;X3>k8+V7Ia zydnXekp6JDVwixEa_^wR^Ta$`F{x{|%Gz=w{|WqCEf04GJ7(mK2JAXII@&Bmqobo} z*w_>AHAFbEKF-d*#lXbu?d$ugmZS7iC^{!3q-XdyEs~Lx6teI2=}H&5{dyR4@#Ui5 zLDL0Qfo2hum31%EEQVeY%EuQk6;8C`RCjq+0vjC9Q}a9-($L}uQD5xKoQil7#|N4=pCa0=A5Z;JhdN$m7nig-e&`dv2;5sP*!=q4$@!&Atx z*n=>!fd`GU@X;enOUr>Iz9`T$1K%@^R}vC`erKSP^VzNE<)r4vLp+kDv&lZ++k$cT zOEtg3{(I(Cw_m?gyHnh-{X3&uu3xKIPtL}sQ0x{Vf=Yy}VrJm)M8Tc!kjTZn;8s*5 zrBIxHgWDTb)zL$88h9)`9pr+Do=?BiF4DAX*sE4!8}9Fa#>AATlr&*QCn}oS*eDE3 zTVG!n^!+R*wz$<`Wo6|cnBq$1WUfF@c(OH&>p}|OII?DtThDf;PQXNRx$nJU8;lwo z5t|-b>&OoYCRSFnyX&+2Dc_@C#2!rsL0F`#2NhuY1!>HF|CDn1Gy18vwpOiJh=m0! zX;5?P_g8p(sNEVUV|v$Nso%bJsws;|CGpy#VPa<3FEz7hm$p94BBA0KaV2={6xHw_ zG@hX0;#w>=dO{kn{}zDw`dC`Zp{k~qAnNOtaz-WM^{t=1CAp_ZR?zitCn~kiNbVe1 zs{}TQ>l&>a8ymX|4O0)o%*^4DQcEz*4Ba?L&DKo_nHI0cC(LX%7x!y8!DIxoG7t-et3j~Rkym__OY|O zJMGON6gnC~g7S^H_4k5GBlTVUy=w%8!03ZdR|F|UAyqh` z&Uq_!(i^@s{*2|kuo`E4kQ^Bnxk!f9E!b^U42!;-t+d1<;qdS5lr$eq)F@GF_0fv$ zm$=ZuB;UPj89op0A|UlLZ@3O+NL}7%0=@^5P9upqBX?h^tX)Xe%+RKg*i4DZlR1sDap)G z4y;_3539Z^mAJ2Q#4UOGozs7|))dx1p66j`;pKjdP>R6a3*k5EM8oRf-@8Y}q2SMB z6%}0+`*U*fXQ6@5(D!UYnU#H;KSc?g2_(EW+9~J89YJN5W7&eXOQ~Kt>FNI9B#@3I zJNtOB)ZlLau$1xhXX%U$LrMn|6sq{G8`;cLB@UBLM3s z+3WUHR_u1&$*VKPSVW^|TnP#mK8(D0HoW9uPh&A`P6k6dywvP-<%EKJe{X#C{W}TR z0J~Rzh3`;|65~hH7p^i==;7SNwFZ>@c+W0Ib~r#3qTruP8zP6GYh9Wnp(hlgc!Auo z{kSyf{_sXN!_v=E5^=S-VSn}h<{(ER80U0vE*^HfMr|`+`x};ZaN)TefO-i(f4+YG zN+RYbY-VN#ZwJ_mtD>KSCsM1&q3ZM-9c($gkF^gxX!wjOs5@I`G&OnQu1nULdDWg~ zH#}3w2cvwDj~& zVBPSlPC%hfUq@}GFOYZjv4W>AaW?$4Udi+b6VGA?S9d(6zgia^Elh|=bE^6@4$kee zxjlZ0&oP^i3X6;B!8#upP-ySyKvFmE&xXANEj1=-X3}tD54@9K>G8@HzD`l1m;LL< za+rcdDnavnMg3sXtW(06STEW0Ef|*lxb7LNIpsm;;P?`xiP-t7`0BN)`mZ zh(3avAideU;KKSC_7<1!NtI-dpre4ojRG5`HDkW#O7uupVuBxgd@Axa!Z0I>LThsw$ z*=1sUXZR9XAWMV4KsloCj^ekm zrpYsjkVq^Vn&%OhxhnAggk#aMaRpBIsH{Sxs-&)F|E_6fJ6ZjM$BJ(>mMa`uS5;XD-KT#tupyA?)I;>MggTg4)l2y-_C#vbTzhWxw9sC@4CtN|H$L zHsd&?U-ESv6!QsYi0_tnE3>DyhZ%o@NwOD|e$bOS!&Ta$pfslwVf!$k`Nl;l?1zLZ zH|bF{t>n!IebZd&jkk#K1Rz?xz^#3=W;u!PsXZo1w_Px43Ko)mAOhdze(4b_RY_a) z*XQM7KF>ULx}{IbF_`)FR6lK@ntNj6a>kfPrQ5!urHnDzjw6sTFJR;%%m|4be^S#X z4xdt5yha1YX&mbZTsL2g4Nr!+EZl%LwI6d?M%ceNur&8Y`o8KTH%B*SJTWEKdb4wN zf0G@otw1~1Zb?Y|@}`rqK683Il?>eXJ;BdcJYmG^|F9{Ung;r=4%Sj5%8a$L-Y;wP zj|MG)ZE8=8*dd>v6CV^0t)>;=l$VsQX4aH{SEQ8={%RGKt`BeJ&p)YF8QzI0rn=u> zrTVZViwiu%6+VOjq+$VfYdBub{B!K(qgHL>H^(P;@_WJIRzXIf_w#t`Gdo8LB2&&oe`^n5cpi^2LBf`z?y@}|?k-MR zk#NT?lLVaU0bnh7xWeX}7q_%z0?)Mf$B>dtObCPa7@#NJV+U)#lv)Wj+Y9RWvLwEB zWK^cQcYN3z)G?s%=sy@td2h#5?cgU+ip`f66RN+pB_{&XvzGaJLcT{Z03yEgSQ7zc zbX+4PllEO;kpoMZ3itQ#->$P#k{?pLk&%Ubw2t<#A06}F&^w?k1rGQY2fS2!S|haIX+lXRQPe9pMSmt8VbmYTdb{u5 z@@}IqR#IA;%eehfs@Gp8n1`^algE(2)*-l&s;+K703)882^MJR0(VzMl9GtoEYwcC zt)FpyGkkyDD6xe1pQg-Bxf4ist{##3G_%G(+&m9=MSXocR^BNU#PI`0o}D_EN~`N3 z&MWcZBcjneE-VKP-g_?z=#NxC@5ZfEZ;#bbhWAU&B94xZEc*51EjD0B-kmN(${Fhw zyFbE(tgfx)<>nfJKVeY{eyg&cQdLoD9pqaYIQ=u0Amm>Ba3&weLc_xo3t&O1`+-4m z^R?CW`Ck7wCbhp=Zurq&Tg68Uu!|9^r4Yj*l-%c{WsPg^Np8uP(#&664L!fF_YgX1 z5qS0HSEyY4O=dUOMzTWJnZobD-ciQK5b~G;0xCu8+p~LnoIvS`eqE8%5eYqqHsl;V zB1%d{Ny$e%JUp(_gofUGJoyC$o_A+cp<%}pN9~yG4!v~ohtuz(qLY)c#P#$j*c%TK ziNZe>>o>p?iZYKQ6R^rHy^;mKoM4;!BF_}iz?eNgBiE0--*!(qX#d>#*+bYsbmnU} zIWungy-_I4uenDBGyYs|jc?2K>5DQy(F`f2c*OKuT7X$^drM}@-l2m0=_pvtAHa~6 zGq0H{>v%E9`Sx$5@Qu#h^Srz~0FE~X!in(nlusvZjTvfc5CB0uUEJ;!N(whWI zR|vI4cpliBwM`0R^eN4^)TpU)^QDe`?!T#`5nc~I*rpj(0fV9@n`zI@hPPA1u!Q4y zw%4$AouEM9xOkAZt}dDRh7`rd6IB$3mmKVCOaH=!Y75gZVJq5Dvx7JZ!^6FUh}TT$ zmXHVRC=ol+?Smb2V+W3F5l)*ioBH6Coyq0 z!)A(#83llw5#MBo^eC@6b{t#yL?v=9SzNUy8I24+{*+nD+TDiwFf)*UCq==Qcih4< zNHv7rG3z+d>at*>nD`i3JWp$Hw(8wV`={O6s_?+TN4su9aF7eoh{f@Gukc|j(qkeb zC$My#7F?&Ua38`#xOIx3U!K}c^W!$!h1e_41oF-Nd2N2yWfHfy*joJz=ed<{%Wa|p z$4_TwJ7I!0S9A09)p3=|W%K4rJu{nXFSdy-!(rp$ilP%ma<5;vZ#W^>Clk@p(n>yqL64h+4L-8UP!tY6&u;9Btmyj{t-o{m zZYHgVgILu#@Z_M!dYkLsU19IHW`-Yu3)m6@ewn<{2Bg&^08Gv)7z!%F7z^Cg*3L`M z#nI)0iH|DJq<#+YJpR&p?iND=>rKg|>q4nFjrRXH*XF}JJkzN=riz-J04f-iv{i#U zoD*~Xx}n}jyJClU(){7SUT81H%*G=iAY0CtLd=o-?8&ZM9U;$F7YKNP|L__Y?0`Lh zr^=^)C&F`c83FB7dw;#t+uNIWLIwB;g+y-jq(Nyg)_e;tgdjtAy|!6wOjzj%CZwWL z^70aN-W;%u7$gK|h6xFZkW)%y^D!j6dTTA$$+0x|1K$*d$waY)aIf0^p_b8(T+ehc z7=#)O7{O_xDWotrH(fbRwDEE^oPo8Vu+X$42z%ar$=7DOGywdH2NaIupRD-FKYW&> zwAHqAT|cG5FSj$Iw5x4ML56W<^OFH{mmhYpop1HYdCWINmr(Z-V*>UfNFehmv^_R+5rzmuH27{D+Vd z;Wm!~2bDf16p(fh&HpnpOb>R6L?YzI0`SyNK;^vI0omY~)?1x^p`8k*;#}jqHUa}( z$1fmkNrKw2ZdC6{1<8}%NGnPbY`)~fcingSBo=+}{+u{KT}#XPV!_>ckZ0;r&Bwri zN={DB^;)M$6F`mL{{EAT-hqL_F$MvFnHCl{w*5@kiScn2HMKR^zKh_Ft1j5`f@9Uk zkJHYAneua2n(RM+IXLyD&yh;TuA@T~E%mmxMfC8AEbY|MC}3`C!e zSWDmaNs#g3s60E*<+b^6YUG05g&5$9$$e6w&{Z{cgARCK@(MRP6zkT7tkG%`>wY?; z9Y_vr7LG=7a;yweynMe@kp5r_@5*l*q~)VS_rv9vM67Ssw@Cb6zwVQBUvg+zcuY)u zb3hRdNG3l&zZB8#G}zJt-G0-B0R>L*Lv%`tep(VO6uPwb-V^&l2Sy?j8y;1&?vz;> zrV^fDso(F(VNX`n&ugsR&T)24x2Z%d{;<=wC^%vk&aDHeM=D&H_xbM1$*>p$4b6|C z;~x^is&C)+U7zjT*&6yBAsdv$(?|qe-mvIa7YbkyNEWumcR1x=&ME^hz1=?Ok6J)!WJ7kUf- zHJ@Ql<^70b<$+!cm6pE-p>TiH7+6)<{)3vKe4A+h~Rs)_RKE zQzz?JKSJVgrP>lYom=sdrGC8qRVtAVp5a;&l!r548O5;Q+V(phZtTBm&oxWEqeIaw z?rOzaU<<1B8(HHDv8RS#zzV+ry;edh)~ECj8e3Fb>Ma-10pruK=l7H+EKOFtYdkvX z-5cM>g2hXiX}Cm3=)$?J;q4+&K@ER?>7a(g7WH!SHwKYSe}@vOy^P39izzDMY`h2q zEt5SCg8B!*-dkAf zBK^ol7#zTWQO-SIk3Z^-6K)K8DJR7WpVpz&rbhg8k}_%1SQ^J~7Z225r5AtB)rWH9 z{TpNMhT}f%(h1`GWDT~(yG^vF1>Gy}X+lXgDV_JsVJL%{3s-yrbhPj%X#aZxquaXR zm5r{bK}Y(}uEB;S3ga)34Vj4dgIcV2o$U1sg?(u}skd!5+^Ca?6pw`dT8 zMitfK%_iE`q))Hf4|etmZ zdH3IBUK#v~cG?tlK!@ep*2 z>2EU!X{I_Aj!&C-60QSoU-qBdPk-0%8`W<<+&cHVdas5vrPkZM@XRlw z0L6@e$^;$YpEfBtdi}c)Bthp>SAYj8nKD|5qp)MU!JN`1MkwVpLu78a4=6yXq@mZ- zx(Vavg%4+*)($RFh0Vnq2v)~(_@2yV(VARwsb3^Qq3i=T`K;o~v1lHxWH55IcJ$LM zcqE;f?**7NFFHeSeVb0uYKX-KkmJrgI8LO38)o9XkcrO}ekkgh`WHMwH-L}6D!b+$ zy9ro3t;F|}2ciQhpDs8D%CY%0MgLr*-4F~}NN#Dmy#D;J{r{N1q3J$fslr*qby&0S z!%K6bd3mvZgM39}pXobGoNgQwqXzzKvrgnvReS_^`voMDaN{S@VK)`$juu1uE-x(9 z?7}ub8nAz%9{XsQ$C*6F$>|>(*5e3o%y9+f^L*3Zp;r$l^B)^(PYzQmUu>zFd|vAi zWq7{e!e~x#Hxai<8E1jK*5ZnJoCh|B|Z;JzMTla z-R$lyq4|X5FjO%VE`ZcSXwJWdnPUskL^XvYWck?RPlGM5W44o95|<9wvJ_fqrwtcpvBh)CGJJ$$P08jc zfe~at-=37VlqQ#)Ulw2TV13LVJb2Ni9WcjnVpelQ)9G#z6|JxPo0CcKOIBD<)IZEi zt)Z>ik)wOU@7BidjZ3)#dw!4D8Xr2PLN$ftPm^$TYDY+({#|LZkIYSOwrsQBDsR2XMyQxA|FG@~9Q0(cmMUF3xfO5yp2T ziP0zPoj6Z_Q4L8ojdEE3w1_sBcm|@v>2<*caoMw)fd`*o&Cud}kB`-xh{=Tt74ZU8c9#!h`># zzCT#jIYXiq1iwskMdGJ9CA}kEy*K^wb5VzBUs_B!Nq0l3U)mje-j*9$+pN$8uxd*B z5&g?m4Rxx*ad|hFk1t0Ji{|>flbo-3s7D5q6(i}w*o7Vf zE0_sf-VGIlH58v15g6$8W&Yi~xi7B2S;7l`n7I4f9X4v{U?L7ecnDgMajB6t74i@n zY_4lp_52C{mGbry8c$ts6%#;nwBrLJwn8=9Z}osg80 z;&j{92K3aOFTG-7C&)0gE8pW&`<~(h4)ERI@x1#DrJNYfcU>dZwz`ughQn)7VncAo z(D31U3S~(YKRVmg`*RGB&aeBeCp>ndGl}xn7hLClahS0^P8{~XR{5%W#4t~EB ztua#|p8}z`cDKAAvb1dovIzG@Plgv3LyuZl9KIwc56ss&C-6H${~u%?+>iae_v?bM zPPQtXw}!^@2miR3)XX{ZQ%u`bUoUy!N29m_@cK|J7SX+P^Zd{Q`@Ug?qwe$bMI7(I zw(LE1NeevBZWIL~{Uc`9kIgMf+i1(Uz<>Z{XOH@wA#*baI3S52EMvfgLJIZjzJe?S zo@$7AaRaNvM1j`LO)_}={UIs`7)H0fSt&WWUZyF1HMNgpe+p0V@GXleV%bDzzpdfI zAchAbuZuGhLnpJacx}6_%khrFEuP#Wzad|G-Z2jLN{M`VbtRyYOYMx4T+9j~>ZB&b`mH{bwg}hv68xoB@#K@)L zv2)G|l16q2_ZRR0q(30d`?cb5NexUVa96`R!-*HR=)%|T-^XuZx^FzO(++x2m+jxM z6WFQ0lVo^D$|s~^7AA{i<%YmPM~CcxdwVOmcXf4jZw8nJKvj(E?7KBEv9T48ZK)p| z?Ya7BX={`4CKU}y0Le+GI_C?JXzsUo>~N`Vdw=cm)C%~Z-wEq-au^G4;gn{ffK$hk zagYsSZf*{G+7491J6jNGU`SuMY^y+ma425`&V6U9U{LYdmUR_-!v$U3!B%9jo$ntT{9eE!O{vpxxWRuhP+69QnpZ+^t zxZiMVNCBBj1V|S+janffT}a@u)=a5Gl#+ZK_BHIS=;GJ#3*8qmGh(fB6MK9JZl|ww zcOPprvIv9tra%Crnk1QAOd4t_)0prp=qQDHgYd2QAkFLN%E`y7ntQ8;*5!Flp0!V} zpRy-CL}X1OSl+FSZavM?f-nm{S5X8(9F-H5rx`zsEF`>-he&LrZ=N+2=m5G;=$8)ulBZ<+r9g zV#(stgr<-UQGX7Nlmoad^V3^cX&^}DU1tFto$=`mK>v6%yO*hT^s3cAlWN3_qO%HH zp$y<*IF5Lme)nm^rz&UvNy{fQ9+t&FNzYtWop`l^eUP7g!XrSSWcNRRrhKLe9Yutn zrj;DvTR!zXQTB$bT0qSK@E$<+fZxA_M~rc^C769Mg$y8jK`+%`8DS7bOT#mQ(GTjA z^;bq}I8}BfErT3bqI0QH8GTZ!vOMg#Jze!%Y8;JtO9-kruY?qDpacs48if`$wcMd7 zz+a%}Iy*(hNCR|58hZAUQz6;a-)AauNO3CL!jpX0#AKxD`BJoa|E>uEoJkK;QSq1? zAe>@vq7={P>5}~LufCjR*&E+P8z~1*B9S+!)B8}S0 zu7;WL?F~i)vH#QtreB`#k2|zd?%t$Vp|VKu1JH6400<(R!2;(bzMAg-Ze6E5H}60A z`fX`m>o4y$83iEb%q~>8WwuZ2yq7VEqy6DtL(9$PdHs+zp{+aC1%26%V+*4Q6mw)SD_(V@`<*q?urh>O0FKTF zB>`Fj;j&Y?H^97R^oH&SJ$uxJaKx`i{LagVf`-9L@7l;v%1B4@o&PoM>%RvrA1C|N zL;+A}NR@QF;ZAw-heRLA0C)HPF~`$9R9Y8Ej9iRpxGd$rC$vs^e^%9dvjejuK{4EA zN$=XriZA-QR4L^4rsqej${RGA=n=VHyiXmp7z zUX45N#<|a)LP@v6xBUAr(sK6%lt2zWWjUv&(v|wbiG}_n zgBKD@|8CBrqsa-zCx9To$ zjv!*Iu`KMgYS6Mbbf$lXi5H8;FOhbUQf=1XM?{M$RA0FJJ{*HKKV21W^+VONuOBc)-Rc4jA|i&snS)mxXF zw?b_5C<$A4$918>7tl84XCZ|C-Ck7m$0H^VrXT4Zd-?7B zj4FNqNeut0_uo_AyZey>n%{L6?1~_ma9c}8qqr*Fo>1r<=uV%RELE~EW5RqN-%GCN zz#|U*%Q0Ea14WCyZrK6jkQHB1hxOG`rM=PcQMhQ(6}=D2lCR&59_AbLNbRza%E$1@ zK`30xM}8o|uE)|inq5(|si z8?1gJHZbb`OeqW;rUMBtg16FOi%S+m$pUbu67EtgG-yf$>PpvVN_kh;s+QqQxfnQo z8cxKznh_;x0>GO>iXaajpqO7~*8YquxpD1?uwmhI$4aYt z1PQ|Ciz&nrkukG(n6sK1fO|hQIXG$d%7ccPVXm>UqO9>eO=>mqhDkn z9GD9tdH|DU1<>u?4i>Rnf#vz~dZ&aGSkxfE<-ESJ!RdAS{=xeHBA4J>oeYuX&}nMf z&IA;dhfbvkHBv2)q>tw+v=Qbouc7WQG8IXQgW*OHkVxvt(iwXC=Y?nCvx z-~_){K_?P!d~(OVNroEO{c1{HS?}-%i1D*R9hBCF{rYftItQk0v_Oj;cmW0XYu9jq z9D*(W`ZWdwYSs^&j_;`{%th4^}r8{hIr+#XwI<)}u^;2Mv1 zv$ zqGj_#;;?U|K0Bf}`BG0BYgIJ!lW3#gEW-$mfEw^vkCp-c^K_XgDj#547d{(ToA+3Y zgnU<^ha2pv{4R}wi&zr02q;t3Am`9?n=ym9>`X>Fu61#m^*uK5yE4;bBOc39wg5KR z99QJhke)xefEBtrzm1v2?6=Z(Pyb$=Eg@`kMNT4qt@C9T^;$vwk}w)&f(27y!pnLJ& z5j+PXkIoR%wEBB08vH97-6(!-m$2V0fJP`>H0%-UxF49wF2b`5Zc{UE#cu9sfsUr1 z-YqB$BY?C0FUY8y=Y5YCM8o>5wPQ3o6?W#D4=t)+l@x&OIP(qsa2bCAKVey;-qzG8 zHC#;pSSribxShNXC@GtxCZ}2Vk29Ke5faS1p)jX231@20lIoOwrSEWwp+rGjgASvkbBfgRMsXo$QR!MrKLKI_!AIG$_~>3|WRQaVd|(zh6%+F~d^#+A zf|Uj`M&Dv-$;{rjF&ZwabJ@G9^qNEOGR+8sdc*#dYdtM8gya+AALUI!F2fCPKTH|I zDE&uARe`a+Jw{oym)-9O)4=Ob*0o-2h-^%ZzMh565gHN zA=;ca5e=nMg^U7DJa-DBt)nBSpnwGdjV9I7b3_JANX3v~_(xRS$*p`z$;5A9&kPP@ z2HwW{%aNf< zR%qKwLk4W9kE~eu5^rzN^ILE=^tQgHjesEiFL-+X6olV;lEr)|8D3OC!expEY{JMs z83A|Ke*!J=EfX;M@@EXSSKz3WR5x|Y=LE$Ho#y!3{b{`hg!wUkUV*_DLgR5Cvj9k? zdjR;<4s&wdFQ*|%cmZ$b>AdHk}{BpLZn57}ytY-v}7hGJm zr=#+9;78!$_5_H-c@;i~%WY?6WWey81CBHiWV8FN&AwN5Jr6Iw8(AlXo>JWJKr|Vk zPF815XqSvS1#LS_^B8bC311d4Yl zIKaHlcjbmtMXoN_qISGv0ZJ*`H{x7e>wpEtSGbFPo-r+DG^LdoZr~{W6&iBu@7091 z-T<$A;4;Hd%U1YNUj7x7#Sjn?O@1i=YxS|&1Y7kM|J|_AhVLtjDV)AYhsLd?s2Lj! zBM^vUg>8uG#w092|IE*SJ|uc$1LzzVy3&wJk{#T*<@0OlhgS<5SVGG}OZEoS6Z68E z_7G-5{3}N=lC@wv>WyI-1E)l`Lc)i!Kc<(5E1*Os5pMgiTc|Gs^vJa~SPiWjll3!R zohvZW!;z)X6QYWxq*s04=gQunDoZBTdZGIR`q327dvN6!&^{b?^ZdYw$*fgu3iwg@ zCM$Nkf_ql>96#FsW>bZUEy^B@=`jS!=>fa7AD_?pO^X{sp@QW4>3BcQva;CSH@+pG z7+{T$BDbpzI6ZY~zFfrw%M`KoU6e={z))|g3kdMhbFJcoBWJRj8G_pCZqnMrl76N7 zVNp3_Ysxnn>M}r85B_e%JQov78%hyE8mV`+2Ig^iDH!`OI44R=OGP#5fO-kozC2fN zgdUcw#PiRw<77kzp|zogr;3;kU~qGC3=q?&c7B5GiC6ZngT{9Dw9dqiAl2 z`mVymTEPB64RX8SOhd@VAB7irA1eFejlCAa!_vbYHE^OrY8UL_4m%SQCwr@P@lJf;y z0y9V}u0PU2Bqtto(cT{9s0 z;`2#wp(Bk;*-b2khiI+v|183Sf`Y5tli@mGr$MN_So8+&MS(Jcg4kdxuaLvT!)tAT zaWjrRuqP=QQJxOgh1z{eTjf!hKS&&?;%uj~>1s0x9?kG76tI9m6da6qgDsIP_ChxUCUPwHw9bS<3F_JI%L6>Ya^EM8 zpB+4fj-HOoL*^UY*_*u1j>T|sal36qk0!x(YJPLR_b>9Ks~XZH05CJQW9Y!SNA}Or z(^|!e+S**%L()qDC30%)!T$2{@;k{V7YlM}O$PQU8(^LTj7bUykHJuioN7TAvUcfG zU|!NM%sh14CAhDF2&2{%0jahe3o6pB@jEykOyV2Mj@;}ah~6|aG=|&U<#MOx)8-!_ z90lis?d|QguBP1(Ee7cE$%H(l@vt2e5Q{_;6BEGFl%K!ahDyEuGn_3yN(0ym62U=k zL=w^CMeu@(h%@lXVyfOu3wE^e8E;fGn45xl<I=UZgsf$`^mmxy z`D;4S=Pa!g00k#_2?a$bB=mkj#$;q;Ge1~tg1GEXM_*oEUcdbWS`AF}z0sr3hXjvN zsuP973gv{={AgBa%2^lPX)Q! z`)Y(k;N8CctJMOfp$P~HLGwEM`>Wn{=l1_tM!JBveKb>U+J@KU-8;B{g^``zepeA3 zPo}P#_%e*2RjaXq8WsRiOG1n)HpCO@DS9$l>6Se zrTQGpflc|=7dWpwoQFlaL0KET1Ti!$%mmo3U9$;$47jf=9@b|%a(6Ev3Y@S2Nfube~aN;3Mh0P$-5;*!@)i{%1*#ZnBr9T z|56q=v4j#PEACTH7axNC(A`tWkXt@WYA@U$5T+93Dr>YK`4PR0yMHM`YF!A9DrF#I zm&-^fI21kXuq%0>M!>7&U^jD1xBV66<-p(e4%GME^ENCDeW8)iu5+S;fYX5%*ea>- zA<|J)k$`;%M@3`}CtwD@sgHm4y~LBiZ9;7IKH_sshkgUbsh!|zH2}AXvUL1@?k%;X z!AtCvQUuEY__3?oAOe+|yawKb?!OFxJ*idB8JC`c;U*rK5Tn0+Q@5!5SGl>k^xwsr z&{3{J0hNIfBzF9Lre|XLn8QRV$l@&#+C%%_@!-+*R}1h3z-x7XcXI-Kgrg;fVn9Iv zm4s>@0OydqG*ws(ciGk4Q2+V!2fJPr-;x3(;8Na`qs%Z-$jNF>wBZVUr^#yAy=@3O zF1k$s0JiY#3@{8Jkv7Ny8-^W)pbMJ+w{MRj$0sK{r@h0&7wq!?RpRMXGpFe2Sk^M^ zzTkb(#7}|q@JvXk!Jt}364ClD04lwk^b!3dW$4 zApy`1uw333cC*#Cn3wyn|A#=-pQ6N2pjBcH$PWnI@DBhmkR%TdPJR&^E}waka+&rp zO_3831r3@PoZv-o76E^%_1au!tZnurMO#vJ5+h>)O{a;8-tgm5lV^zfKf(GcxDX29 z4ieh0{RoN0)sWfUu1p!Bp@YTcmmh$;HrL-Q3<^wB-E!`5{j&2X3GPaJ2*M zOQ7cT;sTy}!&ANS+&A9`&FK}sw}N#^9HK}N4avFA3z(-z-}QHqW`EzQ~?b8+W|*g7H%oteE&sF?g~t$LPuM+;N%IS?Fm6 zRZdN`Kv|=KB>G1HWHuK0vl}#iS0A;piFL{(uD&9y3+9)7SH!X;RzBb@3t)Q#{5XIX zmsJrgJrB(nvv7%DwGc2wK&n+E@6|LGX7Myv(W2PW%>&i+HH` zm&Ybg3A#1Cz2sl*c-kLw6YUOk(?!6-(QZFx@d}#GmrxJvtPs4TpQIqa+le;M(9Mt3 zbRt>;j3IjC*9mjy3hk6mcbuv@FH|ozy%W;i&eq`r1hgT-@ zmX8sXzz5z5Mv|q*mz}>^$F+ZIFP_(capPCl^Rzi-Pu;iVZ7)o`2K7E40Yh2oqmku7 zbd~L^lOP(~H}dEqwnbmfrc*j-M41>CB8vy~mT013?Q4s|38}|YrsYg$&ySNQC>ZlQ zO+UQcTkTPZfbw#2kC=hRk%7ip&S1E;C$=D#R^Fv}3{Dbez*rV=TYASOycvh8D zxSaRYT~ou5QtlI_`8c%CaZ{x==@f^N_X&#hUNvQ?rLy?Zt^a!R3-qLc)6)V1L2XI%b-TK8`6pGXya=TO~U$(((LsF@ui zn+^}a{-X)P<(@9m#DPTK7L@eNpK%LUW)Q4i1qd8y!CgbF9lx7M`qPk%nrH66Y6NGbVdif2MvGMA3S6@(5AyyK0mNk~J_z6H}? zv)>+)p#WzPs%_j&q+1)6mD&U?H@OzfD>yt1WJ~DE=X*i;2IDGfcjS1O| z2ORVf+oKr%raeZ&~nFXvJ4Fa5pn)}R%MjqXgKidoa z!8qVw!QFJ0snz$y<#8*VI#-2jz7QaO0i&OTH}>0Z>5*rHDB?DzXnTYih&n}p?tqW) zpt2$<%PkTlNwv7sbGJQ8|H_PlrMT0Cmos0NAp4yb(uG{q*@M2MBs>5F-d?mK5K>z}rWAqOQX!?CLaI77{<7$%*Ce#I9)1W_!pzqS#cg6waf+Op<+kAP*HCcaxH(FP1vAHZ_q#+|^q z+>L_lDv?ONRB(rA?z6Y+?9tQD_l=yR-|z3~N?jd1fHzmT!b9<-)Rb5Kv5I9?Md88$ zq{msa;z)%FvgIxZ9sheHTOkw3Q7sczeES6diV8l{ryI6y+9w#GZmT4ltMCc%&#h8k zk%-5ylgv^kZ4F!TIyxSxw@bLJ1Ox9Fd_=MbcRoc~m~b^xMDDf*RazrVJLCptY*Yp6 z4kphD{9f`koud6}v$Awy2Zg@EME8f?pQLdnD9nRW{QK&^f2{yFF8%5iB1kXclp)+y zQX&NW7sUE5_|ehPv~+ZiQ~K^JZVlvhUieoplkP$B+u`@ZLQ7{PHtWZ9u~mgb&rz1= zhl)b5&KCBIWD+A&i}nHvHNjg;-k&2lfch;syK}m~(4cff=|0~E3>`f}2aO%^hJJEN zN;rV7`UI=%URwdF%1`hTlqbxZhqKltobLO2;4K3a(@9UEOF8+Eh_3wTac5A=`1}GN z-0Z1JUP}AW>Z_SR-ajGiy3&vN7j_lD3;(&!;T2*a;U#x;WT5wR<)^p>l<5|DxyLF< zQ7u~i5kUR=gVC?BCxvgTF#O@pjJ>&OtbF|m*1_&{b`Qa5pcMGf=cpSaEROA ztm5Yizs}-`b1f?Ac!zG`T^!Rvr=dMaKXmZ7VL?|rBthOQ$GD1nCyE=Sr(=a;tU2Hn zD^kSzoxn=AQ(0ozLKWYyk<(;7RcvZ%TI#g%`d{5di9wUBlG6DFDJYWwvVrYfb&8WO zs8Hlj83L@eH2&dEDUe-ZR&y=7+^z}~Cn?Nj4TJ}ZjgEr~`?7_k@qL4=F;%LLdX zn86Eg4xR6SH^m%OvVi)K^Gq|~ss}C@0&;TQ91#J5gn#cDu@7!p>yKg=iUkI@ljV=N zlM-iudulYeyi|JlL_PNv7BFSA(Z5hPUfV?bEAaQlG^Hp?Rd|j>!FKB;Gjw!-yC1)G zch|=6qG5>>u+8lq;38a zUBCN#Kknl-fcsIZz~TWj>g3wAawr}g81Q+Z`dutPPzR8NS z2~EVNA33vN!a8wm6r&wMQyhhIxKwl z+)hJ71 z%-WZw%F4~1*HeB=F@SYhV6dy{+)5N(^VbUIS<#OpKEoLG@EYJ2CeTb?MQeI1n%F?X z+YHgWBm-2y5NRAxfWQ{hI9zCc&~AJ>ZERntgE*Qh=Hm2`i-i+IARth&;Rw(QJ13Ce z;{NMAP7soOG9!M24A6rxD11>eyO=b7c8f z7XeL~HOOn?-#*W; z6@QQPwXBf~G0_N4k%uLQ5f&Kd7h^7VU{6H9jJiPR@}7l-2brzUY46hR&l4irvYth? zJl>Mm%O4<_GP8)+-f^H)T9{2hQE@_SfdtDxJ)|}^2~Zc(#qU$TZQI@O%qC>ot=HY-oVELEcVRBgm){dTp;J*FsuvZ1QD4;3HDsY-GAE$} z8FQJ^$Qoc0LuJCft6Js4;YK2?O?St-s_4uL`w_W8w^U-7*LzZiK{HFF2uY2^u;DlM z%s)EbV|=X)BKuvX9kWfNspnl-W6j%PwU0AflyE8_$cjURSF}@KV+)p42`+KjQ`_G; z=RlRIp}Wisc!igNeKf{WS{oR!G|KTd<+9H4Lv3-E%hcI9G{(>;&w3ZZ;QhYwc2M?Tl(!Qh39fB5%<_v2n{ zHZ`K?i-?=;@D@_%usA+BkyAYS6-DKmt)-$95C#$c0kQyZ`nWM=jXJf->uZn<1R1{7 ztZn<_OEB@oO#70lVe9Au<&%u~l@gyoevQep10Ap3xWg-i%J z&@WGejl%VYsN)azn$OFo1GjkTa{~Bt6D`?yo2+|U&>_m^J?x)DgsKPl6n+sI%s)ZK zkxS6Fy&Ns7{OuGv@>XS6K70rXor7JiD4Ji7py*48n;#M_%w^O#dcL!{O;E?sBT$bG zF)K1~zi%ed2^Rm-oNRqh!ltgaWp*>D>Dh{2YjMH5i-y?d4V>s3nkf9qBSPB~KAZxXHTnzbRR>gj z9CjVq@0U=LPM&<}4LgObEM!)PmnqSy`DJ92i3Hx#jbVv3c&r?uE2w~>08b@}ja!d# zP}hmtEiB?QWwjv^YJryvs-mj_*V!B1Q9yL;#vYy})NsA`!Lsmn{IPu=?;dvTRMc_< z&w?wiMJd=Bc;E`R`eLaXWby;5J1SJ)t=J036%|~ZVu^}nck(LC6{pM{`4;`)&o3%p z{qq$j{|ZwN9^Wqh715q%#mDO`I;J0yEht19fcZc)ieX7Lk}GtPAK$;m?~0sM?&6g^}^M{nV6@yqZmRSfb5{iJw5sxaA82c(#SX z;OXYPR)TdK2k|WnrCi4f9#RyyTjrLv994A!^{_~!|FIVdwU7fooml~JUX<;gJ0IoyU*ncLW(m)Y}XzbzgrJPJmi*%A<{7?>t&;+eJdO`g2s1$5Ix_@+Ss zJ|!vo+5k8EN|Kbf2o#4{*w}(IGcO}mCWsTXvejK(g^`6B%D{_@R#5nn{cGWTLBuc( z;Vg@wAW+OMBN()Cdv|ktSO&CW8|dPZ--Q=|E%KdckrZR&w=)Wt%@=hTb~6di?;BEq zEz|=V03-?m5}{71H3evO!0;^qaRDbM=dmv$zmPuOP?+>wV5mLbx&u6`is?|U<8~=V zVkBrUEiKK{DSS3$~aY^#2*-nxx) zTN}SsZa;w(U@cQzDO3FpuTmNN2#AS^L4_Y{W2>DHaqiyN(NVUtT8#QU^baEd&csc$ zmsS#C{uyTIo`y}NiBj&SW-!~`-$W19)cA_5Z6Ue_u*a`vXTha>G?b_1{s=j$aI*zc@OT{eK45&>=)1B!K$@1BF}LpZ@;-pDyCdl8Q+w4HFx`bvP!K zO0Oi@-HN|UlT?o$Retnvk3F~frea7U-pSa;vgs-a7eJ}}hzV6=#D~-xA*{}@?0Sm= z=@2O`?QL6I+mu@9(!)Owj(jAJ8I1jWMsj}qFQv`U_F#xm!J7!`GwSo5teSe}BXKTx z1I%u2+9O|Ns$_!Ja91Fx5#~?fI$vfgJGL+T00t*v+Q|8O#8&FMtbGbu%k}-re;9!$ zelB0kxqehzpWscJ)yC4MK!zL>W*+U>(&-*n-<*x$S7!JNAD`M)6g=Pz9KDJ>O3e;0 z+5`Z)ZTBcK721vn0>o{`K^^MCkZXbEUOXcJ6g&uP? zTP~kTYU{x;lOe(HIU(9`ZzNU}CrT_v{r2caR|bOse~+|4sH4<<(d_#y3PN2lc*6#{ zl~7=(0fS35bOJ#gMrHBn(V(t0NZ;k<<#nn(3hV5KJ{v-{Is`&qOn&edl-Z7ea_DJY z7r5*JkKqE19!C+y%y*tO8wY_KUq2;O+h1UnD9RY{Fvz-V#I^FBPD#SlBwd|O0w#@z zIxUKjP*5*^1eNz~MQEgWiW;M8Tl{<^G^~$iu$t7+QEPnvm6d6I%oDe@-^is^~862VlxOS*1#csq` z0}h?K4>>ueFfySH=AYy2u?M`qai?}3fa%15Opgsr$f;+?mU)AH?M;>821$9LEY)X8 zAqN|@)d|B){=7jNDUM$99)j6aRk^D=D*RbW7gD0l7pFubx5djZxC{WFR(@)#LkJ~8 zaY%ew^tC2YH13?S6*L4 z?jdaiQeb8_fpWz82h)k}6mfd&194VvWwc74uO|A>yP9|=I_yY5QpIA==Fn=*qdX;MLlau0U z!{XDCVtTh~pH#lik3Jwh#Lb7+^Qyl@Z(v}l0P1qfbHO4TL8zOdAR43|;92tS%BFzO z7rd02V%rrTe3sc*-0O&CwKbU-^G+!4M3vxNYB1w3F(;GKA3HJ4hpIGwB|9>sofE*8 zMbCd6m1{aPRO#>OpibBqvXyj?HBb$@elDQ4m6>4ejhf;I?0^sa_$PwX)UQahktd0; zvXb77K9lk|brjIh@~pr$jT4CV7YoLC#c0$aHqm=4Gz$BYh~RUWycgeEH(EcAbFK>u zQI>+G`0=ARW74e06LcXPns=W?7!Qnhh_FU07bgqY8DzRIz8tY-Yo%;XbK7*WrHB~G zBb9;GSPm|X=IZ{j7+IW5NYj(z_TF6Rpf=gjb)uw(Z%!&Bc31Ql&23V@2w-iEP!m>2!H40|0vpQNbfp)tQ`Bjj0ii zRr{QRlKfp6%=0VIgWHv>^`yC{bODv#xML1;mrO*hm}1h0E2-5tmW7G?5*7NXfkIS+ zj(qI)c~$2|+ekSXBRSI|8N8*5$WSp0O_{4c-a9jQT5>KCq0q4XwxQN9Jl=ctb-z7U zflDpwN1SXtpcgw5Fw>ODO{sCtPOa&Td6T;6xABKnwCI^%hIYma2uoq#kKcSX4u*cX z8~Bh*^qvDO+``_O-mR8rL6Q!>u_Vzi(l^RV*8FL{J(P{&x^(Y_58{V`DC68+P_QpZ zPjyVyjkd4GxhGI=VW8e>ODQjkGwSVuB)^`F?B{Lx@D+&5@lbySY^mpEhUE*3-(<@h z&6Blrf|Rhod=mS%<$L3FcbMdQ`IS6#r-P}2irh=%L^bU4>$&eb z0#MrUm9G%%MisI1l7{g@f+qEb&7!{) z*aLJ*fox3uE`XF|UpI^B_KCRIdPRUY%S zB|f=6BJp*B%gQG`a@rxB`%c8li$Cc`inA3o(}`ALyhX#?XGVRuf}F@F!ttj~^-;WO z4sY|h%k<0l%ymYrOR~8?@-U2L_GT%#>s|4&dCtep_DcT}#JJHMsM{NkS_*47zZ+q_ z7&4(Zc$(Aet~~U7{eyi3X#=tX2Z5FCP7tPxiy9(W+mW)>}BT(y=Cb>TjcktFu|25 z74Q-&7Xo^H252Vq@keaAWLcw7n|}CdXb9-ef1D`?PUGPC0~VE`H*E zf|I>BRAVp;nBg}OVtNws1BzMOoro0%qobM(?;F7pu9Ka%8*XNS<>dO|Dj)H%E^+>l zPaan0wWYW*bdk>Ynir&T~Q2rok-mjnd6ZL&vBIY@<=K~i9@Z6`|d?uv=Fj;qXhL^v?LwC~`f0Z~I%J^6$ zxUB5jl@7Iq7^{XnabtC`eX9T^b{b(k1&<%3b2J4<< zZ)8yLEMolxH}ZGTUa5iL0Rej-ETme3jPfaOu92q{BWD|frfBE~7s~sF+A4OQc%MVb zB(>gCYZ0jk6a5fYlef9^@-xrnPUjfWj2IGv>3|9*k2BiF+i(huo3qq-vvixH@~=PO zsy9=_hF;GSHZ9Zs*77`>gaSP1)F69R&Ra8)*bVedYsK}h?p54qv|>SE|gr}S{A^oZMLDmXF=_NBtXv69nb z*0(c-GAZUvTQ!w3e@3b`TBx&LE+a%cUcF3@@6JH62%!EXNvL6FON(*gf}8cZTp$i2 zctU}80mOX^gZd70AYVG@8Inj*1Frzl3oL+BJGg%G^CrTpIyGdk*Hy8sO|~Y)f0$*( zsj8u=o1RnHeAg!8E4g(e-J=&z=(0j|xOau*XZl{M{kT-7#ku>PA6pzI9Rb?kM^$2Y zqonmv;6_~BAUjxgxR%_32qt5>9^e!RZfIZZ=_y`UY%E;)Gl645tff*~N0!HqM=;w$|5Q6)cLfm`%Sdx3pP?QVw5D=BNke!;7i-?0$D=At+}eeRMKz#ygJ+V2P ze`YS!?~%O{`g7q(0JTRb(oJDhM`OU852NBk)FW_G|28Wlgj~Ge3iW{YF#*aS0lny} zuYu>c0U~`@L*r|{|H-m!JR1z#UXy3yC}6k`00R)xT<)!{t;Ml&K5&zWE;WF15F*9P z9~Lkq?;Xvpfjw{^z?ikoUV|irsHn=ynrN!T1c{S5zC?TwgV* zr3!}40yu!(e@RM8sy-Gj^}D*3ws!D@J0NN63Ek3l6JBtS?j<#5&6ud~kFx4LU-H-G)aQT#~xXl7wA zH|k__LS!{6b!t7^ht1d6`_32>;hzad@e{qnQ+|TLq9Q@a>-ducw{1luP;W5+!U))O zzmn7@vxC;N5%mROnZbn@asE?9_e)bhc7Vg?ka(l(z&$T&Pi*4!PmPRUn{@B#{?f^B zbAO*HZ!7=f9Y2}5v!lJz@{*IDyHgC=eSFlrN(GU}3{-Cl%h9UIBA?{`c@14TbWoP_o@O@7f?#tjA@?&_dYbrzMkw&bp;dBE%s#-o3}*1PfJ4u zz<@y1*nLptYUZwL67M^~*!VMKTnr6GV25Kd`tE4Jb_C-(bLAYCm3-hz0th^XKXkv4 zf)y0i%s?O+@dc0Pw(qfR!1`nfB3OkxZW~^tpLcD7>B^NWh^hp4#Qe*)!dUg&lW&qU&} zZ8b0vo58e4oAD!U(|NZAZlvAuZh74wzSL`$k(+?56~0~bRfRRcNzdBGMz_vSDnlu1 zw>+`q5eOkW+G4pd;FLswFo9eL`&*A^z)avrYJ#!j=_#G39{_}ymq)OXvUm!Ty>9q! zK>yh5l+IdeAuAGWZ0wkr7+4E+0ec9}Wp#B+=%WLnZ)Vd2 z*u_^3D_!t3TjdlincE+WdF^n3K@!>7VigKyE8}0T$!cNe_l+0qZ#^Q_UfzMt%aQ(=@_4(T6zcSNEOdIf>Fkg(~ zP8^|K>i8>&3K3KOcyuk}X2dkG`Un-j$N?;h_8UN=NfybT8G&RQ_H?6sN&MsZ*av#en3`G}y{A^APs7iN%h6GZecNRESpAw?WB3M?*t%)5_|D0N^3b z!7=ibt0JiHe>+o8L7L#T3dsL}ao|GqpL68@cWy+M&HrvMqjNQgd!n7Uio5$E)CFiK z@L=tK3l>d&0#G$$8A3Lcfq4Cqy^i3zS>$FA9~0>3;pd+Lxfe#G>Wv#WQWWaJSpe;a zlpSgTv*%~NwWo(R!Ng2z0B44E51B$WH8syY%76|C4$=(0@a4-F1Aspw{yPZ&0)f}( z)I{-MVOinBsFktuD8z#YMpR@g5@@V9fr+XE<`b+!T_{q7 z0W3)QE-0$8uy6=|)<4C9WuUCH2)Q=UuFiL*8fVv3Rwe=b?{B5s|I8Og7WhZ50Sx+q zk!RD?`f`5VJj{KtJH#`vHZ%{@LyN$S&;j3kOPysmKvgg6(L@OAz=Yo;`n=Mt-2FfaRwLbi6oINYeqqk;#2ED=e_; zVbRXh`3if9G$Xb^CIH)L=NtL9og(5_d@5dxjwIo4-@fgSwYRq)bU64m+LceZ_1eIW zFSL0eVLQwORufqa_-EicAHo>{L-k81^H1b8LT;Tg|LO41;UI}&{ zLIFVaI?Sa=2^jW?KudY=Za^t^8BBYRwIS}h%mGSxm`a<$x~vTG=m7#iM=W#un={Kh za99Rdoh6Sq8Ue?2$b{J0P&M9r^U#B^0QCg{lk^+ElS2WB_aMx{{P#nJ2;dyeU(VG3 fbW5)JGYr>QO3d4CjHR&S80yvyHO0^JCeQu@)B}V) literal 31097 zcmdSBbyQX1*DktgBm_i45Kt6QK|pCqrBy&cQW^p2?o^N#M3fE{1d)~w>Fx&U4(V<< zb8&z7JKw$I`|JF77=xjMz4u!0dfyq(eC9KEzzbPPLOd!w6beNsEhVOaLZN%1P-v65 z*zgyw?$KHJhtE!2)lSjU(9TiU#sDRwYiDIhWxns){kKM z!;e(00_rLW3CZRIJTH3q5t2ZA0k79J-a!Sz%LkNLBJe5+T@vaJygIFa6(x>*JQ)2e z^660d|LZ^8GaKi+R)YLi4q0}87pL^C{w^N$?@vnam+TZnMb~=~c zCfU5nZAo#1e%yYt3Qf!N)Sk6u_KM5S;?$~*TZ5+KSp8^;t@B1TPC#gAs$8PbIIFan zn?LMTD8JPtib(i`JyX3v0c9qFPtG#QQ+Y^8$|SqvaF>4C+YV1v?4P)?aaz%{H+Ci_ zCO?1uLchVo6S=Xm@#vMKxHuMTWO~N{6McIu`d6u2Th%ypI+WPjo~OIk=GlMtsC;#E zjC&bTh2|p-$dX^bzKw>4wzJgh_czaoZolN+JM^{EWmfe9llNm5On2`FEN7L4)cO(S zz3HYu+FQl1BIFtM(xrrFhtCKmdY+%|FO8M)ynXvtOj2^YY~nQJ^mu=8xM6otTTV&} zx6ENxukWY4kFW1Thn1o5wFRa`x0=Q7Bnw_TQ)H-V-FM{UWEZU6VTty``NpC; zIyX*_c4uNOEBK}!?XQkBGDK=Tv9e;%&CMOPAJlxQtelYVn`qMii;P0c>87^FA%mdH z&W#&4yz=uog^m`JW{$|OUbR|?cl;C=7d&Q>YCcjZa5x)YfIhS~R`!6vJ2lZGW+A~f zgxh>rr)b1^?u!aL0Y)#U^Wj{ip!RlB#rc_QR`E0*{jFP<@bIQH@;ausJB70gPLl?? zD~{L7PIj|Be~1T>V`5>+zkE5%NA9}6HdlkscKh~iAM*R^8(Xbx7&+E65*@>=r$?j%8{@9)n+G$Y;h#T?iHM*? z{Vp3Ubi_Bhw<~9;R{xYw0{6MW%Nu1eR=Rnz-8uNr_SZx&z0EurLNduUK^M-OH*c2j zkGm3Fdzh>|(iY9JG+M%;S!$=dJ>O11#pw^LvVvnGy?(vTb^Q;roi%=R9!)l!3DjV-K8zvbg;QX*?)CM2kh^;eO^%nI! zQ7E3;qWEov`|(4Ama8^4Hcn@U3u>iycPBiK%`-_dVq&O#iRe218YQ;($_dN7c+n-j zZ+o<}R2_EN1gO$a*1Fx>}THSCQcV?RKJQt+U zc6$&O7IvG7$@S<CUQ( zt!Lm#c#5Y3nWH$2E>mb&p`i>63}AD7z%p%@GmAcb`c(7Vpf!rq_zDgYt-zXL2+z2a zcVHl%MadlbiUa>2m)&W&$NaEq_S`#s*2&W4tnHol=4M@Z_Rn9wSRbzzk&=Qt zsXcR|``$IjQEQy4yPk4EQZx_5ljTe1V@%tIhE(%XQX2ABCab+u>h&JbInR>xa?02) zc6~D(%+hR!{g9)JY&E!iowv(uFe~2Z?`(6pOx4L^QfSCXNbB4~nO;tnOmzeFd1}jY z`Sd@(ezgRD_`p?Wx1<*l8R;6~x%bzIQAajG;BTJUXt6b;&N#%1)cjC5i^lt9aMJBx zzuxE+q8alDr4?*zX?ZGFIjHS9hS>&B>l7ilKWfXUQvp_;VDRI|55ti{bD1iQVyh{( zfxh1c&q&#YPc}q5f7jGJ;kbFTdgX6ks?p!1P$3g+9Gut*_kGRGPB5U;lztPg{k1XE zm=t3}L&F%aB`e;x(b3VFLY%0X#?b77l@9)OPPA<}$xRk!R#t9BMa6dIO!a8lRM?4L zxZSr)QJJrbgw{-*cT@#7>qrv}4i66vb#%TOQ~DmRm94u(SdJ97VYHu7xW#tA)3MS^~M4kuUMz8TlQ)6puYD_ZMJ8KGDhke{)wP~K-^`TN5l}lzNly|sf~XV#i^;Sh3#DzYz1#64?0%y?p>N~3cCg2 zr3+pi$kKEjb+9O&@>OqKSiG~!Tj% zdnnPk?yaDW-keH>U2Xcr@XX|X-e0rZ3=GcWk)J=mP*9k5wk%K=eEbIDFp@P4s^4K< zB_r!sm($hN&0H-q9n4ZLOH8CgEG%mP_MVo)#8dsavmZ0giU#hFGdj3a-`JR^-*}nZ zY{;tTMPzL3tL4*f#q?CY&IG}o^@;Q1Ik2#;e8;7pIf_9VVqz-|cepkzfu_h4{xiF< z;5uHW!HO85mh&7Ln5L;_oCYu@OuogToot}Cob8sRV|e)R z3IxG;$P_jDw)d7#7(VQ}sweX)qOKbIAnr2mwk8UnW-2pS=#~#kJn}v zm(G2MWFgKrBvp`uW7}tBB3EBBb5%t}B|JJ>8i_EwWBJCU;M~KBaBztVGLkej0Y{sU z05I@Zxks`WSEev9FjO8CoO7ucnmKEp-vm^wUyY_Gs$M+j){b3y`w*f@+jUW2*rEDv_tma=hkN7!}>Mk1L4 zQZ()UUjPu!XF`T;lmpq?osD#!ZW@(Iw>Tm3cpX!mgzf^?gW#Vc6RT|c=nGrL!8`ITPTr_}p->Pe;fB#ND?y`IzuKU={O#p=iu4~t>wZ-%A7rV3G zx$`w8W!|WgRoDp7VTMM@r{G|M&fh&f3J6jL@F}jYKAf$!pY~flv+=|DpYyZh$|I_B ztv@bdF)=Ohw2;yGOXL6J#Ux;?O`V;gt*m9ijuY;YaG3;;qb2oKw#t)-Mv3m+nq>}i z^RbpG_R9mav$G$=!m0tf2-p^m0UknPtcG4Y&wE z0AI-B;}EwJ;{)f#hKnpaWq8KwekrB<2L;VcoS*UV@$tdus1t-BMY81?bojqF4 zPIX)#{~QtV8xW|_!6XK_;Ay%<3u>+M+~e$c;v4}a7L}(CfNq_)+j*MX+GfFBGwcKZ zRA@L&y%*SOx;1K5OGt2?_u~g@o`?Dk!7~-}sV#cB8~@U?ZMwxNx|1Y{Ahcp%xpHNw z(40D!$8ryIN%0h->7(iR*iiA=NPr=on9pn3+cGjTW`-SChYhsgkqq73%9j=vj0)d$ z*OYJ6;I|VA9eh=;yd@bDMauY`{Z;-O-J|21+i5O5#ZrHOiD^> z=U*$XjRQY3mcihFylJ~OT4GpaG4>p84uwp&8vyFi>ImJ*VZ zu^2d)ITJmOjPn2xaklICRw4M7X_S^J3cG=GtZ^6W1D@L2+IBB5RGxOF$2{1la(ZX? zT~*naBh4Z8A8(4bb;R>0+Es@B`uUT6y<~wFK{x~i1e`d8RId$RzrMcDC9Fm$xqqD6 zi+5k`cU}49JN&k;t`{7#19SD2zJT+k1-@RK${_k%9?|f~mYt zp>3!m>33xZ|L3|L0?kFi-i`Y|7w&TCd>E{eLGYZ!R8%fK3u#dOOU>xTFaj>Q&B(~z zMCw3w3#*F53hLfZ;o*NYec^H^cxq~DNNOx2$bNwm!1(s`s1m?bHi|GBDP2JKVZIA+UKLVHIlsf2=|`m)C9^rwo+AR*&MxS%0YI zs%H+FaVJ)Ih>D5L4l1BBB$bqut_wJQ{Qdi(Wn>Qv78X|6$B$l>m6b)$;Ks%ZR0b%G za;FD!g1c8u2QsDr4ZEFeHfq>3Gcc_j`w5@CMdE7Z`RV#7gz1DiXJ_Y8hY@qPqoq_; z7V?JRYqd}vLZ$1U+UZM3O)2alkgl9b&&cRIVo~-%_;g9m{x=cqR$JTi3}t3OOi&`2 z=Kl(bN|9DlBJ;aUL(jnx4uIltMJxfHuTmn3zzguM-THVu!0IrFXe-I5LT3m15p3E} z^h{fugW1o)A`!6v@1F_ciU@cbcV3{W62$4s(XEw|lQV)k8bEg#a*2%%D|kZ$$G9Iv zat&6B=H_N7UE?>8k_)SHd3*P9a;VL14JvB9zuz~Y2 zAt9t*Pq#jhEI|m;u59LVBZ6}wO*eOTW}n9s!_jSiV!Vb*blZ|P9Q!^0K9&G#jbPx_Lj!|$-L z?3Dlh{rjKOdigROXTl&PHNV=ap9N;qbpfdb761PIbNTfWaCC=QIKCIy;C*UtGo7(g z`veuJeUYGVyU>B9Q{{zr_3G6e!*;691#%WuuhzNmp66!?LO~R4S!4?H?Xi+zW8i)?@e8gcs z%=s%lJsRp{6>awdqn4 z+R01UT-rijF-mauMSK<_`WCWcFwm&>Sf1W2O@6t`fXv<(bunMul2Lg)5}OX3(c;- zeaCWV7)Kmutd&2+_w(6!X67}M&uCV=|N7$qm?rGQa(PgYobrpD>sjiKG?@a@sK zBe-(eo$UP!HG+;7((FcIRkR#h&K8u@TFHW5%>3Q`i9fFU)~$dc1jB_ApF>(a0CXi= zB#@~1@?{;MA4<+QFEZ!6u?h8n$t#FBb@~@SI;w$yMX1j_9ZtcFw@(Clc`5yBtw*`y z=;?cKdDFkG`1ALDp?&x1`km2*%MJ{DYjbnX!kA_B>~h-~k-FA6LX|i66T{4JtQ{>f&WUkxv0N!JeMDbiVv0Y0!HL-@B1Pa+R~C7QRV=K(>xlC>{rgk* zE|mhbYrfVEsd|5)i1`>5)dV%rwTG|$jSk^IOM}@H(!vw~4I%1B343~EDjvbpNRiR_ zte$(f=iM;n<4q4)*H^7t^QyAK4YuIuz)Z=-#Zf<=McRy*7jeCqqo=n~ zNV$YFScWmN*EzM}STG_w^R4#I8)5XCSEb%sI+%;{aWV<$U*kTFSXRaZX9DL)Yh!CG z{p^`OSarb~N+`^Fra@j_z8avVBcp7b6j)-Uwudu@5@g-RG*&-NeBEB0HR0B6kG?k| zPaGHRNbD#tZ~cF@DrK`9mcAE%_pRA73B32~E{kJjV2kNu#8rt%a$T*= zY`%*wh4JNI%sL|rIfwc~d3Azht)UEiHrkzox|ntLY1@irWc{*%EuL4$L$FJJn*@5` zI{Ny{MQ(3>}+fvu@wu-LMF8a+ZGFOF0$UinJ z*W!b7fCp66jmdGnWac&@D5-t6HoW>RV6AG<<97082fr%q7pr!;3sQIaZJrK=EqkoC z-Paxb_Nn)>z3zfYL-_SgKu#QMbW+laPgu|-Od`^k~)u4~DNlxZg`e6@kDTe}1+7`Z0wszv2{@gVw& zic1v+}lE0H<^Jqhi9@kIeF@$slg<&n#D&w4OMGc#a ztZ^9q)@YI&4V#^x@cE6W_e_WKE4^fvD~((o9+X}FlEaf7e2YOT&dh_Sto=#cEw5RB zk>NU@uDcIDTS!mY1>@KM>dh7sN4i#ZuUfW7Z@E(&){M_h{t_A>zk(Cb>MKj3TX?-G zmD={uZ0_-1hg$pFcQ%3dOk_)kMTD6*b;ger#j(Yw899}7r(kb znU`6wt?1V|Ta*aOxh++8wZ{YFzKiYGpPxM4wgnR_^89NV8igZyhAbGWNu-{>BsSL< zU5s1&Drv)eKj|H{m0$8*1=MGbtu9fb2c`ooP>C5Il3Vi!)4CJhiYd4}!3{P4uZVsLwXM(?kMRkYL9elsr^ zNg94UT;H|rNc@+|>lDkN{IH%|XvE431FJFX{24C(WQ$PqDDO`)-N$EyB@{iucTs_j zKqLx!CIW7NJZ5;jx0+x8&54A{*pz_YCFqbO57+?WnzN}s7Gw329rEkT_)-(9~EFabh?B^zAC-g=MQVLd$rjmt()`kz% zC6FGQnwoChx#RypzhPq~uhXSwraP<_s-sv09{^U)syH$MM8^jZnd*S~CPc3|E->su z54;hf_tPu-=DuX#ho6+;e;u?Z?nSdY$8qVLQW)2cuRrHD2zNdhy2=K=snO3AP2FK3 zZuZkLv6C5Eayp_9Wqz`n9;_Z=_5bCdTZg(FxC&$SA`2NYG0Y(H`&;=kz^nl!1L3p| z06dxq5I#^65YP$5L6ZQ%-4MDDPuD#=eJ+tk3AvXpY~xd~-oAPBE#QIQwhOWd{{^&5 zbvw_522(+he_ue%y&^%<0%(JzwK^tPb%3(q2y#CYl!k^z`=E_3YZI#H= z9TxgagNhtmaV=;^V|HY7hd611I8j(tzArVgv6+t$`=3yKnAVjDfr*mMij zmxgk0B}s-Fo}CcZK=i8}n~Ao~+P@K_ z-|+@knvDiZF*5#!tC-?N=40aU5SY}9kC9&LQsl0Cb`?eaN&BNKX9x92<}KmN*7mEZ zgGbkV-?rMj5YbbRq*1s=)_P_;B(4$S`ki@t6^f4C-03jI)$DO0>DzRC}I|*s1_sF*9BFqL1$a2^! zN4L8_H{Hmh?)uc~%0!ZNS0kB39`*TA|1TwGq`HIRDj+bBo`oeiSHE#<(wpd^#V9YW z%i>MAN1b`mSVO^})-vBIGkwpU`-#}LYdFvM+i8}FL>s%WMhxa0iqN)J3fFA432?8o zCFi%CCTa(vEyYh4JBU2PE(mDQ>%Pj`b8rXsG`{q3K2|ON4T<~F&bQ>`Iu61%=!7Hw zxHwW|nQ5#8F^?eh7fr~q2AunX~x(q5v`@%*hfdH5;m(|5d_bI8YfcjYQ(%t zJU(4z=0u0AYV*=rsQj3JC=ZhWUujk1f$$k)3LE=SjwQxi|5|T(^_gr*Eu}&Kp^52D!Pm+<5J6&Hzc%Ggx(4zzbqeqLvwi= z#;JMn2^^lPVCJv4V;`E{@w6FhFpAbh?Q^n@h1V3@OHup&s9%z%>0!A@l$Ij}DBJl0 zN+kw2OU8$Vc2{r$YET{PS6dIZhkKYAYDSa-`|cw8j7>GkhzjY0^0J)i+qKaRnf;FP z#`wC=i^xaqAM<~r|7St(9@Zd+mXol=xO`EnLxXB>Hg_gTviSQ3A+hy6V@Wp5>6 z5z+D!v7E71vcNtztST3qom@lc>|tV?2>m>Ip{$I3{T!E%B#hL$6*+ z3QE&hqAFJn5&3`Y73FTc-$Ja`$?x`vTtzJh^qVjM&k9un3Q9?Kf_7|eis!w_85zOw zCusNNs_(Mflkk;n-D6tM?3ga7FKc4EGbvt4AzkDigzx=fO7z;_^CwS^wJ^9p90jbu z0N!VFa}$+7e8-+yKwxy6i=5;z4SYIi#Hizfm(tY`b&i?DJ#|bneK0| zGep0pWyKne&eAl)6;!0BRQ>Y~-|>VjJrDiK^n+3@v{k>y|M;}BH0sKz=8E^B-&V5t zJxB^v7VHFu?J;x4=~-Fx(2YofrV~_3;ZVnbmZA}AHIvL+Y;2+6^3ztlxI{z?DX|vc zlarH`6A7ug*_}3YpkE^;D{BaiX2M)odU^$%akbn?G)3}_stg%eQvHPCHzZ$B4h4p3 zUMU{s@(U_DZ>Bk;9}x-7{kTW{UYLZ+7{zk`{twVel%H(1HWmO6lk2dmPU|#@2CceQ zNjmpBh&?3-(?O=Y)cg)Cz$qJ!mpi)wX~d#c9`(wiq`p@Rk|A(gZ$M3fuykpu3De*F zXr}?dWbdDnl7w+=|MkTpy<7y|p~7cT&p@G*><;~3@k)A!KIlzUxC7O>1)TU+WaY_wXndZWo}v{)nOlT0=xTwu$Mva@mfbFwrINT=oDLNyd!?3glJ_Y z^%Cyn(mfUyI7x5>Gz7JPMU$SPdU|_vRar7rb8C8mBkS0NoCgiLJojUVt?g~i zxzwBuPR`op7{N0bgDB)#819!USQGVOHE>v9Oq%I z$h~{_iq|WSi$NqHa94<*KXzznNc|KjE|6lpHZpQON=```_(w`Xv0xnJ&wExq0p|&# z9G7tlAlH^EfZS^)Q+jE8O3mEN3`}TUhkwUrelXsA++KHGX-HKt{!K>?)zdNC<9d5v z3zfIGs*!_uB;$gaQ(79soLznev^cx{D$DM!iYd=;vaqymKb4iu+BXmM$L-_Q9Nii) zaiF=!Ff`EusrU^YT}_nMegFF-Sm)0jp(@Z>JbSfo?^{o_i-D9^L zFIQjKn3f>m;?~=*O z7o3L?QL=l1tZE=bZAPt7ry3ndSm+|{@2HhKS!XiYAxti$*tm@yHm@;@#wn{lmjHjM zQy1%MSs~RtA}FKoqOtWLkGY;%~LDgZHf*v>zR=+K*-?-7%suaX&@!=sV z;`8Smi?K&gIpByu=?$75{q^xbFI7}*LE4n(vTI`47WEcjI2X$Oq_-r3 zCjlQDLbIDiv-I;NQbsG-eFzY^RhFK|ufVQLmQrGe%AGl&8!`)hs|CPAr_LA%j*YRUT=#UFwFq_C316a;=u=yXSsg&ZGRPgB5=-MD?buGh2HmoS)4 zI04925*nIz1dO;t1G&ZiAGZxj*wJ=-i0CMy)it+}#Ac8;ot9Lt}Sy zDf0h757u(wS=GOV{+J)eUF+)-RH#@ycZ>l4zEHwryn|I?&|AWA;bDLt~+9NH@2nlC}XH+*&&n&QetDuD6{>@zE6FZ?UBW*xP^4KGI zEk?xbCtcFM(EHpyLdVpBg~v9YZ@Q_6H77k#IsS1Ek@RcKxp)2U+`xIp&D5Wtpr}M{ zw}C3YxBMXEm9U+oi7@&V7ZC;RH<4@oF5)rwEs7psy^aG3kz$D!j{roH~%r4Z%rrptTvT0(`BmY%o>rDYH z^__QnwdESQQoX4Nt)La|T>P0Q(r~N!$UBPB&L4m7gj_aj_+i4vCrurE9}5)#p||&Z z9Pm8p?H?oMcDdf*w<}0#BssB``l~_wi7HB8!L-<<*W5>G1>>A}(SZw7QdE!Vjj)E} zabO?G#dBNn+dhl>VO1!>>6`l$gWA0 zibv$7Vb}$?QlmO~uD|Y>H@i%(JZYJ?;pgyPqiB^D-4yTU9k9lgn;*Lf9|gZWAWhRp zFjkLFp%Dd#ks|lC3A(AWxGOB!qvMbKs2yc$)>v${mj`#BZs7YIWOeC&hMNc?`x}Ox zyQ@Q@ZPB6ITKz=%^*oxDJj4W%gEyOf#@UhS7RHNVchc`qF1azVrFT5P|4 zGH>3jtL?$3ZEh{MZ{xb+!g$?BuQ;3Ek6!%U7`fedlpQaMKN3qpE zaDD4p`hi(3T3kx=s_wJm^hG6t=f9F3O+`A~RLxl17+j)9?vjF>%C2E;1vyPr5 z=9OKXpFbU}9lIz-wGO#a2Hj)0PmiY|-3mGMdnOcA`ML z?HWFDZ5!1T@F*xM|E91{Wk}bO9xMtw8CjIQNqd3-xu+wgSAi@3kjITsqf@N~h2<;H zZ!nv%Uy8@pc|hR5go^h_+FK3}FLt2mpnM+-2O>N=LuS=|GbTt#g`QbHzpDztSJ38uu1;F&hgQ8T&4GuX^Bm zDzB5@|9|?8v%$bx)sde4GSOhsEQoQbi?sr*)6Rm(LWMF zZB5zA@~gAynS7|?=i!z-88Zd{n)83pzR3nd&aAxIC4I?JT$7X9#p`r|+GhNVHql^zx4t2dTiN2sS8vwIiv3k* z@E&bPS?Hals9OX{@Z`Z#tzSPY8-@aHQHfTAo4Xiq=kF6-@ zUaP5pr12Eu8bGQ0;9U7KdZ{!RaPOEuC*u(XbcR#S&xktrGw-#{M+ka0=zh-YeY)?r%5tsGx?f4^g}VIdj)9bEYRp8i>_2U2OT?zd6}n zV}7l?FJ5#^3bGL!UA1cR|4x68&?{=zq3&|IGOYR1g$ZlFR8?;0;lHe?u2vf+vt8U! zO6(Q4h*r$PjjpfWeRQ%+b_PV4W;`=Jy>Kh1OvUIY8SyXS@2U4UEVsGXb+oOh>d`K# zV$dWLmR+hf+;>O=V(6kQ6kZ<5K;MH*Yc@!d#o`_t5uwq-a`QUwdQiO=HwIh1@Qtn! zgTN-^i&ccTFlXxh?WkR8x}WmMl&iAnjL1tc%-c%+B*1*^%THy^KN>&$<5=U-$)Sj{ zDS2Ko8Yd$w&k$6&vLISHm`laz_ip$Fanuv1H|%Lfn$xQf#b;G6sPnk4e}ad=<~A%) zU$(iGxAeOC`|y>jwGFf(b8_{48ZNES_Y zn_FA;K?low{W2h11ZLd1dpE7$2(mo^tw0ngBtSn9{m9X- zZdO4@QltS6moMFfWSorZM`7uBoVT~Sk^Q~)<}+GOe*R|=dv8NyEHTF&N*6?Nf+%f4 zCyNLPH>PUSe*WCpx%PinZ5U?&Ev#C+N_;+I_mTX%-lqvqv?1zoqF&mkvB^%s0}C!i zQY3u(zQ!>rML`FAFcJU~Iz&o`TI;T?s}n=oFVJMc6@hl6wY4?E=|Ceg1~|V@5fKd_ z@>%RnC4zdsO&7#bDG|9KTgqc8z0JspU3c*(B4lhnr3WHz^_4@T|Vp`g@OP;8ur6rI&fF^xv$reP- zPBnB@u#tZ&-1$Ki%QWg>V88$>jsh)u`u6(Ynvw^v$Iu`NTNRj-oCe=7&iT!($9`$* zt=Mfxg#%J!#uyD$TSo`>4OZ5yfvw_VUb$Be4&0#eFBmqzC^ZU>;@;2*k2lE4L_d6= zlf&N0%*S`w<|rkWOfsbXqJy7#|2J#8*BdF9_=WMySD=Rj(ePP)P_4U03adxz@XN8d( zoE)=q2GYkz5&Z8uVJYwbTPHl|@9$3#0v%}*G|WL1z}Ynpo!h~L+8+Y^>-=~vzl@Dr z^}icnqmD((NUwa6vU`Kdr~AftE*29lamZGhoa_VAw_GR=s@!K9p%Xt;=E&x&iwsF@ z4e5tI0KGrA#VEoENb2c*Uyz-Wjeqn&uMXFu;?PhzOQRV&o&Raca|Hyfm85$dk4#Lj zuU}}=Kw}UMe1E6#xd61Liz4^b#gcWE26&wh^4eD(y$o!(+U)#jj9J`rr|5kc#h9OR zclF0EjG9m7n!o(}awQILe*~SfE$COA$LRFPDU=DIS2t}ZyF=d-_owg;1%43? z`ed~~o3TpaC9k%o>iiExjV45B?T1V~EL=yuv<^W@l~GPVaxHrq_9%5?;=|6>9Do15#P3@sYaX70bN#aF!$Hy4 zH?+~?>R+mR-<77Ez3ds520*1f3Tc*wMsIYeU%vX1*eq>+>Swmpy}!63$~%1dfuX1% z8QZe}PFp1D3C(_a&#zWK!;UJdH&52yRH2Nzj%V^r!-R@E2uuC4&sQlnm3#EN(g3XM zB!Qf6%-gQO(0TrvF)0rJ(yxxx;VU9C{|M}WrUfO(zj|^rkL;gM0%Oc{_sFiOI)?8Hr>(rqhK)nT zKv&1+)rq0r$vx?IZQph!X#)|0$L83j{Mh18T2Slc%=B6aQtJse8&zqVmE%UUGI+^2 z_HH|XrS&cea@98rO4i z($hcno%}%cLT%q_xG&f&paO|(1ednPOr}>ocuKawv%vqMtnpIF{9Uc1)s^SH{n@?>G5|O_`bg!~2Une0lY< zx;D`Q8?pBLC#~$ynasB+^mU$?8Tp&ctX-!>yN~0Xt4?D4{K67$^l~1yX2@Js>icNI zHvJuUKW&0sd>LG%aR>ihp>Sz$(J4E)KRqq7moi;YGes3K;4rhE5f>4r>t0cfmka{` zU?0{(c?gd#QAc8jW&VM~;^e+~f7{fjr?hdaLc6ZUv$P5;Kh_j0oxwle{VXKz?H>DU zI2h+iZ*%?PG3Tr0xD{V0%LIB}stg##5J^8Fc#?iucX*}CVknp2{Z%6V9`QOEJmsg0 zr`)P<@OG=%yg~jPRzeo5d*#*d4+lM&QC{7fdO7@~@wMtAdUDwV@c!_N_akPbZCH}( zSi-AEl!nIO^K#xPVb?VO(ZY~srLQ;ymL}*X`?o4aS~@>$Gb&F zt`XI}defjPx1-tp=IsI3`ar3q3&+58D`4=G8=$E=nCi=}lovg&)t*{ssl7%V(5<_Z z+g;(s{)TG^OzS^yZz79Ou|1chMp4p)iH~^csgtoZ%75|hoenKno@-3lL+kS3RXr_# z2|I{|?BIvdq(t*6D`~Pz9tIjD(bCVG9j2cZqI4X}iQmzO+J~$mJxwEDp)g?Y&ss92ri1CoblJXda|)<(n<&j%$9ws>;kAS$y&NZPLS7s@l++ z0SXezgIZgU)teCUZH5sWq>Aoop<45>6htlQ9`iM7NP~6%tyHsKAf=wD8SAD+AA@RR zcIV=B9x7H0J#~=B>Mq2yuxCk?IlF?|<8vVy`-M+li#peFJirgxvMHeNxq9(#dS;I8 zgU+o#s8RAi5f;w2xlyuP=n6k&sYHH`bpq=K^<`7`;BAbrFd74c6E{G!4suUW7S+O- zRG@K8f>4U_L+7p6pyS3RAh<0k7*E6R(5Eh^r9}%0)A}hZ0DT>xITr&(w&;3@KQ3xc zNp>yn@IFdZG_N@MM0BO&N{jjB-+G-)eD^3%yhk06u_awg!1-EYUZW7@HbUY$Fa3xd zf|e}O0EX`69L&q@>;R&_hp5nC`coeip3siqa67O9+F8K8A%vzC0Teuzw8-2VQb$C* zve;~34e;M6Vk@-y`t_aEE3EKSBVuJ|;?#?h{dS{-9{#~pOyx&PB)!PQ>7F?aWdsxh z;tv3=y!QD~q|skM3GkG&!smxXDaN0m`2q7~wJ<`520F~!tgInRy{Wda+&ueb<({4% z)dCYT=uV;`TF783u0Z$Wy|AdLgCKj5kCKp+O8{&KC8dXhvY1=Vu%L6WGZzM_litPMe#WP&aPf@&@g$+yMp%dK>j}bM)#1u}7&%Htm7uwD5GKVcaPD z*iUf(m=1M(UGNTpu}r$pn|)(#U^>!n!Q}CV=_pLV!HT)P3K9p69(1T7 z2t^QKY$r&zorixTvf0ej+P(|f?9$SOQue_uR(A#}~|o zfrQd=E*Q*K;$lU1kd-t6|Agl*SD7^xccHkZNI|0atgU68)orJ;=Oo6yV8<-X%(Z%H znx*|F^>a38FrfJqZnnM9xt|Zsj$FNZJZu6=6kvCZJ9qBrw8wBI2*E^Z)tpUtrRO=R z#h^vej1{lRA2BhHOr`}heM_xtDnk`h^tLxq{I~pGTp&!vu*0OjW~p=p5qL4<3X;-wM;~zae&* z?2)jy=Yp|{NoY_B{owZ!7wf2NaK|doe%3;;wgX{%B?&t~L87jOD1s z&R(J-F{Y2174Z7-exBq?nD$I=XW_;=Lz&aaxh27Gv+p%jEu}upLzJF(?<^_%~}_eX?Y&?z>6QBD*xAXQgipKH`fiwtzhtE|k;FkPKhoLU%ocoAm)4-kz1@uNM zOhYxbwCKSE4gobcffrb1V!ZJyF}L2Mj9WWeu5_9A|IVs?KhTb>)Te4>)Z(qwXF1~@ z^JAhPmroUTXOv55gGi5zXF=D^2%Oc+l{3evGr_*(E=ia~>ylmW+N!W^g~9zV2b-0w zoeFD?D-xlXH^0GgyXHQDcx(TNXc9!)7vt=pZ(ADwQ)YAsLgo^f)>^hv1SB(%x_%yH zt+bB5q1NJl9ZzOEAL~GkugIHrpOJoCi3yDzRPTrk9r=ZEk;H?8VWNlYgW1}eW)fn_ z-ORk7TAg3fVPeetp7{Q0u1xC}D%RwDd=}%aEmoc`D~nbMV`M|C4h^Anav;oA(X=On zA{fs1E2}aaeb4I*XG=U?iM#yLy3ZnyO$r#qF?)W9M@8NvCE-hvMW2L`BB%Liqao-? zg1G&MWGHPp^xC2KX$vC{+lYYtbbn&7J_Up~nKkcfcbXF}Rn;6USG%k%(Q*epc1h)B zQ(~l7cojeKZlJ{0h*2h{ZfmX;86Ar;&C&${m)%m&dsfZT4QLJy?lJ=EdEd`*E)gZ) z!usisER9lnrnbp#lIk<9U(dyo3tj#YGk{hNX0D@=Ul_{)@lnv2MRuo5pudy2wJz-+ zqH+vumf%0MwR*ex;(iCcsY=Nd>7*oSnPAk=cz|}{)|L(S;eAzC+sHJ5~OD&vKj(e z5ls02J+)UF23LT^`3hG;X8Y5E5c7V-JRbYhN4|#k%AGg1xkk?ZV+~&myR|Z&i_O;k zo4vXL-)?Y`B;k09&yJR*L1X~~!Z6iK=Y>ocf~_1-3_yo!=ku4VJ-3#Hb*fIHOdojI zEv!4!=;w@N2yYvckgWdQvHvzum;G3x5KRv`eTecj} zB|giGk>}19mDJ^x%b4MU`1FrTlz&s_&v4YDO-YV==qcNvNr4_^BdgQd<^WOc}>(K_CW%_Cu|}q)#QF&A{ohM$|G0u4VXVC>O2Ng4ViJAIf771LH48G zZhW7Wazm+4l^~XX<8Xv!ryq)_o~C|j)aV~qN6idymS)w>L_bQst5#jX(^6&30!f~r zq`0&*_<@eTrx@Ot@$=^-kg3x!4vDGLlPnE5hIYiiz2R15lu5$XnEcXy4<^2 zR+*`3pd&`}Kt7!E4I&1`)vJA_ z^XsYMLS-6R>Z_1F(C~;mOw({FWyA=65SwB5YiHkcEbi{@V`g}g1c#E`Cylz!WpWjCzA4|oPZt-0 zOVWBA=t_jrYEr~rA=wO!(F~Gm)e*y6nYpo>>5;aW>Y2#-^YOHpu@ zMekywKj(e>E2x?2Y1KlrYn~@FbS0p_c_2e-C5&-^%#*{{1>6L7`NFR!O$yr?mb&!V zb*#IviqS{qj&OI1dT#NJmemKqaH9Pl%OtR}2*(Ho5WnLZ=2w_%7nArGCPm-lLo?p| zFZeLdVD_V>uhrLDUOC0Y2$F-5f3r`ipdGAagtqassYwbTy~Uy|oHFq&8zK1>b-jJ5O1C`*7!PL@#V}E|0xqoMq&ilCqbiGm=Yyzjp6R^3~#?mbnf&iP~0dw2Kh z)oaZ;#&2LU%j)~np`{0%Ut5ZA=MfT8R3@w!ozK{V;RT@`-72c`2N%4@-f9;z7b$sy zVrFb?EF(MHGZq{yuz>gF;o(937iz1tSr=(3O7g(~nr+Q86Hc2^rP8Z1Mm@7tZ0nvs z4zi@7hc6Q~!sz?T8_u`xU^&0sY9y@MX=$rN{3H@F;DB}TvLAF>{N{hqz77f5E;qBV zxJ*T*lRx?I8?e7t#g{U?PWE@qXC)YjYWlg@wnai(9<86U1mTVTeDm{NIxfT4x^Me@ zT!hWA<;Yf|OLm((heA#Xwg7JhY$)Lcbr`60>H)j1+1X&aqRQP6bex*T-5(PR*=BI2&LwsxTz39H2j_<|`>GhGnyh zi6tX=lC^)_jqV5k+0ba}3l){o`ZHx|S2~_E`FZYa$T%CIsGs{dTN3~1g$Z_9KI($s z3-E@4J)j~M(ead9kCE7m$1uWy_qUfk$3tGd(kwN`#lgFP`Zt54QVK2s*^FZ~G^S3^ zRa#X}z<`Hl(^vUu+Mr`A&BJ4#@v=CTK}9n!JGs^M(@T3+q%Vhz-Ku4XBWng2m9VCv zy@B}JnUmf8L1y+Q=9b1580NR(Uz~M|OVi*X5ZxO!LGBhz1;{1{+59ZLd5HRho&`oo z6%5;WxTw&Ik$=ne99}X9(d#H!eVBKM%4bK-9Ct{cf^q`q64}oO2}Ljwn`g-4H34W~ z3%Y;2um`0D!VajA-CvZ-zuZp=(u@=B*J{PNM7&%#7dF?znrLtjS2W#<*|pvh*6TSb(GS4i=eE6jiw$aJy+J;{ zf&*4is#=yGcFbWhZArEkj+71jg+H*?b$uK9s%B+%90u59$H}yyZO9XKS&5S2% zulQwt^of?vcw|C&jiEDKakJsJ@U_3pF*K$~kDy7brM>>PvpI827M=NHkq?r!s4tDr zqNPuzGPDqb)^v0uzGEep;i?{9lZur=q7ggmb~ppiXiC^->Qn&~<)#o_^M*sU;gTpy zV68Vbf1gGzi%{dSCs9zcHnn0Bfskoena3JNmP|f?Ss=;twTeCmyF^i zOat^M<>3UI=7FG%$&>BFVF9g$T1@kL8_K#*SW3`IL@g^OA%}?i{2F$UgfH?UoT&202*S--FSJGz8Gm`aF(|$GRI-A(;Byg(%3Ge%L76reOVu zH1dZMaxf}K0m)f0)JHm@drBkbPvr?niD_8R$!C4#d|d{cA!G;#rNU3MJb9XDIC8Il z;;UW{R%gi$17D}2%M`&BQxEX?lSvRDu*QIhuz*~$=V%ZLP z&vor3mJRZhH%LO+GokW>Xs7m~yH5G`&z}ZL_g-Lk60O|>WmfJ$^Hd((fo7;P%4~nM z!m4_T8jVjxTqfXJN9RA zBQAf9#B^TLwuD>smjKA8)JHkW-M_ten0W6%cx0A`@D+owiE+f`H|>7I1Nv+#QmrD$ zZ+Gw3CR*H2u6*E9ReY>t^h;6G{+hc)AsFZBnQnIKkir%r6l$=1;*0ww%q`n4uD0~` zR>N4zmj-bCUZm<#yhnZ&qMer6E}OsAA4-S1EuwDBEgw4=`g`WC+>y!IaJ&1C888l8 z1^<4^(G8z^?3a7(l0C6^-UxOC-2f?aApVUMG=>kxmZezYP=)Ogs&lI0e7@0#Hyi=M zXC9dmG6?1J$`ZqHAfC>IR!?uo)P)?Dow{CO75S9qAr$qw4ZN9#?Mj;hjqc0DmTZ4d zjiu*B{jI0$-C6=uiGxF!}NGpdU0p+ z{fq(vtFk?EcbvXdc-j?5L*t7AxwL~7PPA2ts4LOxBo$U?_U0254PmPJ2F4jZ1~#7WD} zEey6_F*e6FQNGc^Uakw{d(?9=B(P28MeeV*+{G5LKWF*_7uAGZK7X3F|M2~%qMI{; zk{}Lx%>^rxdsF}BW2ubIzXvtzh?{XVu90^s(7K!E@b=i8k5s&7{o*x&3W7pUgPFE_ za8yp@sKW3>pU|Rs1Z*vdG2tW<0E-wUOzdajlX zRWff#>%Db?-=wiefW{0w^L3bQ&LFBLJK|ddt!>xe`(AQLmBW^rQ}^oq8r{6zw-W!N zfDT6Yn%01ESsMFu0n0Vw#E~h3Y}hl1q5VS34Dii%*z$974399IQupr@19%Tg;hkMw zxx3Zi;Rfo@6R=yLLqit^LTXJ-&F~f|nSdyG z4@v+i(91ZljmIErmK2cUBXtJoW++wF1Ktko08k0epjFdoDhj-!@z`WqjG*>W@6DP^ zv{4uCmNdo?Z4y~0aRxP^4K(A?XzC%;)7m4DT7Lkm1lSLr=_2}=lamuzwe(d`|i*|gVb;R{QU4H*8fcePiZ{?r9L72y<)S)VVa#neaTQu zBO44C_L23d4JbW-4oBoYsDFu0EP~4MNP!jt!~l5WC-X9+vM~&-tK31EQ8H!?)x$?> zYWD#hSJ=O}uyBcPBbk;#Ozfnp)<3*Ke0(Vz&=Uxn;-S>?bIVU*)m|w{5B^A|U~~10 zC!Kx3;-mgT@f^`=^K67m=?zaX@{mGho?6(Mg-X!Y6i@=m8eq*pR#ZzHK0ZF5Q^cpY zgvA|nijC}$HorN95OP9zo~!z_4}RCkG%{{Ip&0xLdL2k zTHw9-vVJj%6Zdq+Kp*e{)Y-E7I22&S%Z|V&GY7Zl29U^tTbdC` zIL^TlQ?TNyCw%Em;$)0N^OWG|DT$A>W2?+U|1nAHn;IY^}lFG zWZ!$0%Mb;0FQmc+zRcDTwUD#%24zoMqz}{z)7r~RguR3YT&ULO?>U^oNa#{B?ryro zKt&+IC?V_D8bd-Jpt?Zt1+B1eyM7GMQia}q=1gYx*%m*?mxuYpnS{nX9&Zc0L~0Gq z_@Del)+fm5N#Fw6SQ;RNWOz*zqHW%Wn)P&?p;Rl#ylhlj_=M*2Dv_^%?@up~t)gXU zpsF6(K0D(f;Cqb4ep{yKs-lFouZoHPOTuHLylkTMYeL<%{Gd*_4DW+E@1aGc=Fp&a z%RT`w|C96=jwy+In(u4xZGoVYGe)Dypm$(Ok^XHG{rVmu3nJspI-C(U2>NlJb`h(XKfeN|E;-lQEg zoqy*V*^NaMZ&an7ELl6MeBlBY8@QKBf<0>GK!EZ9Ihy%UZTLX(5tVLMbNkOnJJwfU zI_wPC76#vydbmLbZ#{XK%+VUFV|D(06Z&TiQ;)rZoE4iL`HtGkgQLspG?TzHfHc+# zi_!|tEa3|hn?C-Kyq7px$vm7s%gI6_tp9To8*V!|oQW;%R}4w;XGcg9>(^y%HW8X8b*GL4l5pvb> z%3M3}gbRI8ey<~(Jw7Um4!<3}JXhoa%5OPvkTDHU}s-rd{UcfwvO zEv6MKrE(Z5>@sO^_wC`gje)Kd5RgkC@6;quyD@<|vD(<-c8RUmGIIyI((msyO+MK- z`T&v`a2@`GlFCr5Z?LB-HTZt-Vh>06>uaAp!kfjp7Bqvwt~&@;CiDpM+D+n8h+=LW zz4y)EQ)r|n`DRN>(|ViAt5&Pm-&T1at^eyqm^UG}M93QO3;ND&80hdbV z&HGXd9dOAOG;S3;I`&NDms)#;;~$wTb=W?aYq|%E=FH%?3*2SBT(Ulw~*La5h9+?w)9#SgobvS%6{gioDPu+ND+&zBN zWDU`!uf%|?bKSJ`UR=+$4;30#q|m8GR+G&9p2t}0$<<+$aUmKwS=?{!xCw7bFL7TY zSwcR&^w3J_2v|R%3Gh1-zq}^(#H@6@<9eR$f6^i|LL%Sv(|MrO>gWPN#xY*ngnQXz zxEcz`WlPi`TQglwTtkVHY|(3c^TP5QaG_{*c6Jq}JTVq_%a#asDT+Mfx{PMiHN zr;SS-&aTf`P<%1E((1bD(gjDygQI)ty2nI`A6XC@_`0422^96aW-v{f@a8u~o=M_x zN!jAR05};2aJ^F8_1dj_{Kpa>i#WWLy1JW~n3by^EgVqiVnL-Y9iZ1E(Q z%lB!1eRb~JIYmY0qa{W_J@hz02;u*u6{xA*>KmCCB9C>u z_=`C$K;7=o#xJj^+xGTD{F&h^07RNBI@5@9UHV8)U5f?E+XPX#Yl9Q_6LUd{OH4)8 z18}9@+e?X(APV8;=C0fB6G1?^C_n;+LQft%lg(NdNuYc2Y6dr3Cm3$gAx=t904&J| zs|PVK{slBPo^sk&=H#G3(Gc`2 zHhCSCbojJ{eR-|ZgtN^0%A`M3Zz7O74slZo7)8%qgEfgCztym^o*t}KYqFJ~Obq3H z`s>$m{D89w1oCB&a|2>A8@?3ExheJ{|6-%PG-$*Xww1VR&mhY))twRwDxOz z{_GG^Ozsqlcwzt-9H0W$hBmlk}3bn}^fF7;4Q_U#)Jek-#RBREU zp{|fukM5G4{+emb&;CjfW#~+S`^aW8NwxoZEDj>KM1RY^afk3T;4?6wVbBEnA6%W} zMKFv5y6%y(va;0`EH&<7=JLGee-w%!J^)|>TJt;Juy+6?+%jy(z7Yo*aR>?nBP3FNFVqey=IW;&KzS{2`*1k-}CX1Z+PSN>HH>LT> zb)SRn?d#B~uFjJB)@XpKr`es$W3_j^@Y+87Xl!*o+Y>Z*Xbea`Bh3x_me=GHcWIdT z$vzdve81WlDe;5yjpJ}N-5TCobrES5gFomL_NHUqX_uBdohs1sgTPhhvbw5Xiz*$* zT*b2(zra4M2X9ICxYr0YE-TObsDuJsAoBag^!s*ya_H{f6MQ26$$L8(ayO7Kys@mj zhh_V&)PFJfXfr(sU(%erJ@J8|5jToI7Nsley{WYB#D>9Yb$w2heg$rh7wFMtROcN_ z&4)-%HhkR|G$>z}`E=bmp_|1RwH9}i$XHr)ej49t*_)qPqPrmLJ?V79ikuyk#3FCB zvh^+Y_LFlxs~0z6GvIALIp-iP_I7r^zHrL8g`ldZ;!)h7lK``@pB}0Uh{Q5MXSU6 zLh9q5elN7mb6~B(r_MpXs@?R_{gm;B1#2bceZ#w@Z4$Pcf<(BL%nXbXwgb(Wv4TsJ zQ+MW;WPZCW!k-~_GCpbdc%h|}nC=a-uLEqjI7B3Evn96CL0QJ7<4NZ@vQl-aJ7|%e!nb&8nJDTK#x2dZMX%ZA4lVj%H^y}x-RF^`B4HVx{beQE{4pUg zIU?}ypvN9(c=Q8EizO>WFlu=1o0Z)?@%jQN0(-sBihZwMv^bFSDtQKZer_2?RNfjPgi+UFrc8t_%j|F9YXIolo@zF#!Bb4JJ9-G5rWj8rwh*f2F8-|!OY6MA;mH_(&; z;907-E(;V9&JOK*BM%DfjE)ko*BYK&e>)-8VXuZ$(j3!0ZN*^$e|SRnlY~xQTZK`N zgvJ@|`h{LB`u8KJ?(d-K6}IGC%7 zT;H=j#48NY>Dyd45{Hrmxamg=$n4@c0jjce1(m4ffPSZ~r zUb%kxS{*0Wo;ptBd)71fv;Cgt8`iV(&99$6eEd$|dD#`qQlgpApbmDpalmAXnspQ& zD|Hg_6fm3lUYU@SW>cQmm60E*G(zWkM8CQwXfkT|FpIIAf3LMK!Uy?Asln9h~2$&AwU>Za+0&Lh&X=Oy3t z%U4}E*ynV$Q`SqA9Eh}*3o}*KkB~Hb zMASDYso4`gV-WwKqzo0DA7L+tKEv=_KwLi@i!_VQ)0&<2tYvWIXcBtwh0L#S!2(zk z6^DSc?z99jR?1RA(1+{F9u(a~s%mc^%AQEvJnxvx(H;1qg~DuInOr4G39W_gM|Wwr zWhJgk{ss2+Xlosk`?EBqH+C6njYFQ&H%%NJ)2G{OkG{9op@P4;Imdg7A+UboU?arWLKN3o3g=+7~~mY00}gh>^BE$YJZsuHj2r zR&jme6hnU3oj$gkflclHXkN(gVvcrwRe8U%fVWV#)N!|l1=IMjsB59IOPvtD4g zNL2d@4edSo{GNr4o;z8Yobu`esmG$Fvl8WmTO)(Ku!o|ghdtDGTrIy6C^EC{rW+9M zJ*rBV1MI%lYab^Nj*jo12Fb!r`cXEfR<^dMiTg%* zd^T5zH~`p$~Ah;)?mGoM%m6g`Hj+C~a~vh}t6M3LeGF}Cq0>kyuDEHT+@LhK z#FfkP@k{|c54lK(m2cY6Kc1leh7rjr72#Slx^yXs_)-u*3$~6u#R=e9@Nh3%R}!z< zF%8?MS2TuRt0fh`vn~(d$!v@@O4JL(1#eee3&v!RSaECDROw+1M^FT*Y6ohifmJ@S^v>^y{p+1J}K zSL+GBnRu4}XAK@|wB6R2lkdR5fM%gO#4|l*@9*lOhl+bZO8mcVnXC2g+XlxnX1ALl%TRbCrdI0}qiz_Qb$f zcmBG`!EpnaLK9|gfwZ`;c);SpC!)T_$9JWLOL4py#$thX#d7(u_sx|3Ofm5hpAR1| zv!8B$fJ4LJ?CS1*`nzN4D52OyuVCr%;mGc$P>e~&{N~ExP}?Tv7Y|Li!Ssf+&y6H& zcPA0r-QC*x#|Qj>=8gUZ$2Ts;{1~#Q#1h2;b{|l-3|1{Fw3QCu9X}S^e(3E}bZlzF ztnHI#2HlY6Q>@c}|DGiH9*2YDK)imJ;2a^srkG*EyFw33O zj~cFeQjKCZ=T{ba8^0|rjVleiq%AgPog64@JWE{nP^|FPqYEFrEj{&qe!wjZmv4H0 z;EJ!h#N;;>gGLd>%#^SP+u5p3j@tjhuPSLi#b@pq+sC7S z?I2iYU?LM!2TiYmLLEV*YX{PtC5X+_28|XH;RDSTq|FAy&Mt1D44J@SfQc4^zX?H| zt$pwsM|viJl$Y1mrUW#+NW%M!lV6YQRhDRdj~x1hSJ>?0=*1D$Aiyi9I9itUARQ0U z{vgx=$p7dK{BfT~*cqX%qoSjuzW^W+P?y*nWQ#2b3lSutt*|xU+}@rC?3U5~)*?8! znzSFSH2FvPJ@rIUcSFL^<6Bi;z~eqgmnJ z%gadTFB&he$~`}1-iQJZaP6ruh@qXA{`{t$Pv4FvbW2}A!V*W#PX>?O<+jU8q62YmxW%+*uH)d-D z@QTa>kl}F+Yyt?{4cW{i^ggluh07pDRswMs)rVE{75Q-dCWuDTEHfuWQc57l#}M!i zglaxzj#(Xu($lVCKM1M-fl!!&i`oJ8JW5CMgqRvkCDyvdAP2OIAEit4OO5po$J2%% z9eE+TLnJB+USV2r2f-p{+o|_kA*=Ho>IWE{bgi_2-u4*^ke*W_Ns7GO+yjX`W?*>B zatApck}vW%c`GM}WpLL1Ei!dV#!gxvC(LiEf)0^y8k{yB1z!b^5==_1$9SBeu9&}45 zyu4RXh=VwTbuIH!O>lBCBSkn?)vSn^m^MIEAl9gAL|6s}n@Ty`VZ}u^sAH<=>Rzbg zbT)v%FNkE?ldJC?%cTy1TI-v4?;iU2h(VwPq?ZilsxsTfd@o4q-V~C{_Fb9Ir4CA8>slrI}3v=F26z)OmCoYb@t}15t9UnOY0vMDZzru!vQ1#p0#IEMrxi}K{V0E z8qWegIN-ibZidPLI2=4&Qyh{$zaa^68~*jIy^xXy6Omk6dODJV`#q%v;8^5~Jab~nUb&a~ydp5N~rna3we*_PAS1dRT8oqnt3Od1D7#wzgKJA~WQ6b23`DM@F zmz~sqlfMG{oWB$2|8K&4h3>Bf-vFXetb>ddnHK|5cR`UwN=61*EKq};;(*eG1nkma z+Qm>HB$<>=2m}2B_Bkj7BB)n*!olsRo$UviL7_$z9rb;8{^<65#Ik99f*I=^*g|jL zjz<)$Fw<_VMg!Og;Vp?F87aC>z5IwP4dElgFmo6)i`yKGx(4AQkhSt<`(SUv4!&Uy zh7Fb>q>F(~!XG%xKybtZ%UBmo2#Dlc(B+}jg2n)=A@SxpWEz2=u{u@%4hHb>Q{>cG z!Bht;vx-=a$B*qnH3@o5q@d~FW;_c4a(C48V<6|DchC-whr~O=uLM{nrLiltK+wHN zXf0m=JYvXP3nlMvV3k~j&OA(`w;}d}`S^3F;FOGm12<4L01A-81@p!oBx3^-Op<-F zEax1nJ3oKUfaiX<0k&us$lAoqf9RQ!8jLiOy{}EjevCF zkvK<4xXZ@L$~p^E#Ufk_@pWE+N$#pQA}wd+d}ZPBg!6O+^=p|?OAy=xB)zYw`UhnL zW{v=(*sBWRXG_W*fpYxB(K1XpRB50Rb>O v?Y1DOzbT9hoipek|0N^+Ps4!Up5hmW+pJ*q#*#n`GD`NoqEyj6L;wE+es%?2 diff --git a/_images/sphx_glr_01-vector-add_thumb.png b/_images/sphx_glr_01-vector-add_thumb.png index 586c494a4019caf33907130bbfbb3061e2f0ee4a..948c5257f92d0abe15f32f213989768e5ae34fe1 100644 GIT binary patch literal 17472 zcmd6P^;cD2^erJF-3S7Th%`uulr)GSAl)Hd(hU*<(x4*J-5}j9QqnEboq~WM9dF&w z_l@_Y4ygTRSt*Ul?b1*q>qWnVK6D9DKIEV5r$*>2^=?}ufeCAvxq*$%z zT=cNRO!Y|1{EVdZ2uNK>Sy{qFEk@)9 zFY`ZFv$F{vL-i-APHJJ9jF_~61g$aC3uy2Ui=>C5fdt|_;kQBv#6!$JA`yyXj<6El z7ssScltPijq?N3c@k3lkcAEgcHt+!XK_Ee<*8i_x%KYbsTwL(=YsAiu4T;o&8|hLJktAV-hXdX+W%jpuX7Y?UJvcNPr|4L$W1_KkD+>0IY@UmWP?`SpEd{A3=YD?}{joL|MtO(|oV_Nl8g(oyX+m z84^gOmWpfVjTXQ8M^Nz-)y@ork+LvyaG0<6CuHa3WH4eOo^)zzO4oJD6z9(4#j2lM z&H^w!$)bsxGkkp*YG{LwlasKR*U+_yAd?z9UXikKE=oFU>33I>wP<>;j6G*Tt@vTZU>hR1vf5OU!_bx~C5mBZ2kl9LC z>)>h`vkva&KJ7S?wYF63AG`h)vR z?MYwA2?^Wo-JCv0n)kVQGi&QsWH%OgoA{2fH=p9Oe(&!0GYVq`~F)&+QpF zjSN`vNaa&DU-g?4=NjD(=e_nEuKrC{T8unEB4g7I9NT(GM;GuS=25v}8_MYDC?+1B z8Eko7&#j!MtK*rS>FV(FbIYNVClIsIW-Ir&FTCG0M`o6HOECt_t#KIDu zBNyj5Wg55S+IVp0eJ4^Hk48u)j$O}vr@Y(!Vz+i=%Xy$s4bvgfo2D$GO$nPFyUym7 z0bWeCEv<_C4{5bse1Uy2W?c`Cq?2Tm>~*wI3Mv?4N*D_A3uJ3exx!eCnqPkb#gc)a$_D%!D)1hPCCNk_`LK^a{p)K z&;cJ|zjYpM4(3>_V)gI=GgL|)ea~i^#yN#Ng%l)sgSLsj$?8RKtQ;(O5?v>f)I!Me z7+)D+b=QdYlyrS4Qwyl3+{x`C7zy^H#S%B7Wu+0w5&!!NGt_@rGepM5=1pMNJ86tU zzk2i@JBUb^@>%K`O0_#`FJYJGjrAODjcJt`BEu=57Zgkq{8JZzFMOK5#azgwlDq$d zE_%P8dx(IHtP7%6Soex07H(YM#JZp`)<~wee!c)smkr}QI$FXj19Vy?f{!SiTOS

e{wd2igId2J zvDVggNEU`~gs9?O;UWkjFHjui)fJ& z#WZ0y%^ZR^enrSH&px!$^qxqpA?H6sKQHS_zvGVk5chpYo8jhBQn(7qJ~Nhn={t>s zrGHGCDf(7#*!y`;ZmwNk+u9q~G(LV>w|~C)2itS_8SmGir@ZzrAZ<>gJJGIsV+7sJ zaMoC<58pT0oJB>~$F(%3ZNaxtyzZcWj*JN z?)cQ4CKb)BaFAhfB0=+ef@bspg>bRbuJkdYuPS5wLYq~CUNz>Bt3$r6xrp^B{Q76R zlEL&=#<#BtL~W~MmnrWmMB^7r2dNiJ z=P40ps}a+DrDIlAw9zD>xV%`+!;UdA8W|G6jhb>hi+}zSUMo+E1+bMNklc z07XgS36(ysmxzT>+Q(shb`MJPxKN&3-Np{?{OZQ^A`9X^YW!#u>Mwa2)PpgS`ojBG zvQ+X@OGao-9tJvD-rQQIdl!n0|A>|=KL6FTX}oz)zPk@aFJCH=Br7m@Hn$8!W3qNo zu*{)q-D~$B`ZkAjmHRy?T8ZXK1P5OH>2%3&7YkVFv z-XrR1!#F1pOhlF)`$Zf(2FVib?o-?B{Cvz5g~{;*``J1Nh#f13XPWhn^oZEHwzk&M z(NPsX;vdBKhF4{!XTSNL=*Xjxm+uIDzfJB@*63uOIV+-BSMU;3d|kWLFV}TaAbK0~ zV3UeWvaICbGEjlepyg5wC7Tp-6rhN`rb9f5_c$58H`i2xt~lYH@7fF@!mx`Ls~^rf z4UJTqD?*G>kd{U_H8uVG`SWnrb9_izoJj+}c3mNlDJdz966;mz3FE7pw=Z!leq(s0 zfyE@T*xRWp9ciRjA4Pg^Lq#)1vGms~nzZTQL(eXvyELnNy`8roibgpJQg%1+6T?{x zzP9-r&uNVG3zC*f?n_$8RdC#*;2b}8T$K?%-=w2)UqrUDw&r)E3lcJQ`Ds zNlcVgQzJdx7}^lIIm2hsC|SKc95UaVZx*`PsXW>oS?RYT%X~6rone8!b93jfFH$TD zs`+A1U1C7PwRclqVl_skL&Mxl>JLA%;*L!;Cspv}A6_b=tk$8XecNzSpg_v&oIoGXSa;}zP%fHaAA#No<5dh~K{udvhZ0}_A9q)FWxhQ*&yo3v7gugPPcn>Vfh zY$PO5huyj6Rt^^bdHQz=^3b%h7;g-wlxwnXIydAF24!Sqw0Z_G(V|GN(Q3YZs%kD4 z=VTdwj;_@vaVFH=K8>5>E@azvyxD*C6xY~3juA(oo>NEMcyAxvU>sqjR;mQHg2Sdls^(Fi~4*PD+K7 zeN0Uqq>s}@8FnUbH)!yc(NR%T3u-gGFLW8V_u_$M_+i8A6{inpC^sVpgRQgN4*58` z+&umi8`;Bj>|fiDhfYsgZz9!;)*w3^x-pptRY84X9$DKKxZZkVJk^+(*Yxxt=tMae zCuF1KU~cWPn&3mIN%)LyzvOqlmyo?#(xc`Pe|X^%nzMU+kfe5{kpAcFzb)%akjY?HlLr;JnYZ?7mPB z3=F(1aY08zd*O>kt019OobtA_+J?F8m1=x9?!+NQ>9qV>e(RX;a3>4#0L;dUjvZ0nQux!#lTB;q;_n@rS(ZOiiyN`BdIicetYi?2YrqGlTwd$E>?;9!B8U63; zLUgr^X%&2@q|0L%nJ;}&^|~JV#xY*9-j6;^KBa9n?ITk!(d~gCst8ryiEDCcY3T+4 z_)eqpGUIN%t|)4+nm*FZIi^BO!?i&p^_{}(nBHEUk9~X#2hWZYv50BJNt2fLh@_A( zn@^F%g)YDXT&NmFSnVh2s#`TjLyt_fR0D?BZ^w^SIwKd zdX27Y5Jq1n@fKUwkBp26oo{9#v1(P^f^xM~o+MMA@iFiIRtb^tFFmQu+T^$ZgRD3P z^7og7(hIkh<}URzF$s{JFpEk`qFQgR_5e8TLn^2=8=(Bcs`YNl#%$?(kkDa2H=Kw+ zEf=;e=i4l>fHWm_%UDFj#Pw(ENmI>UPu*r6FtVOU=R!Kn(|zu>&BG`u_oLKyv2u>y zyDBg2mKRN_by{9r36=Cbn(ocLzvkwHZF< z`A1_nXxbz~{Za|@;ATxtORKpxBKm|fv|w(?T8txx2pJ~{HJ~)$)z*qbuF2z0vP|Uy zOx&w8L+iW-DvhFvYnuk`;_JD$5LF@_nc2LZ(%%i?#mhY2Gc3QRClU;5&-co>i6x-= zZ|R}FA{0OE9trbo;eXY$E%E465toP530BIAis7tC`ebMN$XTN#VLH$uo8O{TH8q{e zKHbppj^%jcVpo?AGr1u3X6GrnJeyot3q@i;ejthAlHU|n9USSMruY2huiB;D1@rqq z#{2RfG%m@yxhy_OK*LZE`&S6~@Y$G1=(9D4iFNyIJ#k-NuA_7b0>eFKP+Ma}V4+G9y1B5oV^$sF^(AuKiNc zYsEh3@$TRp)qBBBm|~?gM=mfh*g_Z>r0H_%phvvxlg5PwMpnn|I6uiN8ur4E_)nBQ zrRCg1xanYOg4LyUU;3K_cGkIa?|FQvy3c*HRT(lbF=+fMbJj;anICbV3>0J3-%i#_ z{XzYFm-kbSXoR;K<7wUo+uM@Yt7;@uBXcJ=5-jgL)=vJ)uN+YLD6R-^K_W!I)BLT$ zqxx>qE|+Lg+g_$Y1gkYoSTxpN8(hRWnV68wOTkUvN}7M&kNqK z1;ecVJ!^c8Pj-$YEPHy(vpL>l7fb>SISvkKcivU~btN~CYs!Snc-QXm>#m8a)Px^& zk=kr=1uu5s6`!cj*SmL4Hr=wU7InmV|{rbH-!^4Hx^l%6}l_->&$KRse(35 z<{Dam!js_kwwgCH`9(#>-ve(41_vXcaic4ndQogRdqW6q&M5TEoJ^Lei`-xozNmfOc`byK>NduY2PVfqA~L=}0Rm;Q8KMEWp|K zzPUPK)vgNp^ofYZdtdD3qcNt*40VkDb*vE^VJTYf#zgU~NUreU%w*O-2hGuToAM8F zlL`3jtVaHz^;@%Xa(=w{(-@76ioSSww(lUyC$Zl2NN0w4u=CzonUBUAaVZ8H70%eec;Z>&YlaYpsjXa?gwyb=wIe62q;ixAiHT7~p@PlH$pP{( zGcyw@Bs@GTJNs7N*bDeE(u)@_RMpg;u$8v7q`EDe4Czr!s8|5{6E+S2o6qmPC9x2Cxb9f5?GYZxC)jJX`&Cdm62(Tu ztW7yI17QGGu|E<8qHFSeX3yiRN#otzL%4@q zJGLA_kM0U$6>8<{h)pV3@!inA>T7-``5Qal=|1FXpuIR>f4@~&RK�yj<#g#d2_P zFg`y1*lu3v$nzPHfw=~)J|v{12dgoPL?k2~{R!L@B0fUF`1cU}CM^?F&q5Miht|rz z``I5uG_#~|f#4)N{G|AtxgV+n(sz6?I{qEFg=Pj|#goZsYTh{k%rlfbl=|!2NjUnq37GF=!}? zO%J!SsY9l6o7;0M8TF+2Nz+gLOnl>* zC5aIa`K{%Xc100uzFL{^OowPd=!KVhdan+~dq$bN7zK2q(lKPnlAunA6cxHvuq^~C z6t5fBqh(F?)4h$nHMxUv$hj#@qx@XlBBE7}bon8qxzmp`MP;;&lu3OODRTo|Ld3ob z++2_ANdEGQjuOaF;q*vc>J<`*K>i85x6An0p?};@JICm4RA@`vBU^cH@oUfFAf6f_ z<=_C}{)HT@18&4UUjQ5|c|a@>nMfC_-fR6*Xm&Cr!;C|9jVJYFbC!7d{Jc?>R)NV- zdWAHTuDo98tB7{wOy2O~Q3Yr1d!4cVVk4l{R%&i<@1ml^GIVLsiZfomQI3o# z`|3aKxcRL5;DegCNXW|rw|enQW_ShKp^8es;`M?G+Jdyv5h~iEYM^-8uK=rajYi z+~fZ)M@$bZLY-X4(fU=9s%8q!&yB=-PTpvxE_~Vwos}1d@y?svYTqTQD3Gb|>zBp> zMgDi>`8_2~&0jokCrk9aPnUu}$HqR97X-C|Mg8l24vr!GSgeCSA>p9NsR_7Y6(woX z-`_G_KX&JRpXz^_xIzi}J$HvjpuR8NLJ&njRNwc?MZHuXg7X@X^cbMukd|Fo80LGqa*u?B8ulU2Myk z`)^o}5+0m9C4ZwVit(c(l=ut?8;?bQjF6C!`w-J%TxAs%WEol6%!-Onpddiui3H3_ z4wNsJ6#xGHL(~ljb;lbr9MOZ!3BEaDUK5QKd#{oF*D4u7smH9ghin0-8N(Y~KjI&- z;g6W1Ir}x8%zO2x2*$1T#jPB;|EjjuPzgbbA21Ve*_O1hV03YDL5hF*=m8yF(wB_M z-xQAxk=ozmX352|yEp5%+JtYq`>^I`RQ*%{645piRYgnqW|W1>Zqxyf#}2qasLa4K~#^)@?u*6#PwjHd=aIGeyKSWZSYLB zmJ~p2L{L7#@`KV4vixN=eS6)12>Q-}{kqoWywg=vZ=dO-M7;50Ea5gqT#MAle-zEeR#-`pVGd}knD3(6zmM;bbzuAtF|RCfGU`Q`PMtW;4< z$&yL<%aC66(8p0P0^NpJ3i08tc~YnyzyDRdZbt_S2?{yi`n4}Qzd#X{D^bR5Wh$yx zF{#Lyuws0wQ(xtd+^*tmfA-rj6L$k3&z=f~S{OWKR2F#5=+Aw-$fRwGCwR@I=f0M3w9RwjyJQ0%g;tzBgf z+7GYL77TiVd&=W!6#cey0=G}e;M{wKu~EEAg^ld~f3RtwdQxBR^=n$lzI3p^UMBOE z=cqFU8ZdrqS=QbW#?8nL(Dm8Tde=Q0Wwp=h8}~>u+^W3KeZY)+Nazp;q%iaIqpgPz z9}-Yez4Y|-lq-gL<`=qsFt5t^Cy)?-BSfqBK0V^5v9*sVv$I;$5BT5xZ>abmVq>Mu z%pQS^1)A!|rS@QMlOF`j%gfqU6XI2rXow{)dfx6AHt~?((LulJeTZTGvTT(v+w{lB zaD7LIBzwc=10foGuj3tBZf@eFf#b?3Kk+Il>F|IoHQom)Y7u<$mRD%P+@k zS*Tr?$cFqJ%M332dwAH>-=CeC`3_A;;2(3Or=EIi3qE^L~jkDTRuK;tIugYA~uwD2?JBOe+bAIWyZ++wv={@5@&QBtn zXl5>v`-q7(kX;M{g6;&3)f8 z1v1;M%E@FL9l3y}=}&!@1jpZ)H|cDra;R=2)k_<(8jMLgw2k?n!)3qh7hF+odLVD) z^wi^zI8^_NV<=Ydo2_@E5O8K(@V$A45Z579#9Vv{=l%UEHX!?*;>ZN~-}hFJCevm} zo23POLZXVKhOW>sFu2VJlfUQ&5fp!4^8Y?dr>lF+9xfC|Fj6f->?w88$Vz+3oX$Z5 z%f+hK@EI0-w9(D(Pt&2otnE{5GFC{c(eR{ByVaA+&H`FZ?wnd$S`cW%M6R|JEvk{5 zEi)tebuHnoWNrG4nnxmtC- zC4S4<50SJ;$jJUqTbDjTd#Yu6!e4-_wZ%c&6=tLC?I z3{T-cuh6dr z)7yjuC=Jv;eQdS+P_>lX&Itgoe@Dpuv4ewy(DmsG0@dW_GfGENN=4H=b4O&n!?c@- z|Iy1C*f!iZq+(^+>q+v4ijhRv#nzk-a_yKy2?cU-ULuawtq8y}P%s{VC&rj7VRO2g z1$+ocN6z{_XQm)j0lg?yH1R1u{s$OHWTd3fn3$LX0|Nmkjo^)wQ9nG`Z1g7jXYLyJ zp3BQwNY7}sn!dvUFx{{_CiA05>)Do|bV*93c<%*4=6~=YTceCmP)Prt*xj2KF7}jt zDaJCG0Zgc$Udgejhde@lizkWc>p-Iykg+J(5>g*T_e7YzKP1QQleZY*vLvAK%fQJA zQTug~oHSoN-xKQCKXWqjl4 zCBK2`X<5>RzU)lOHRsabZPsDB`Z?jw z)U(74y-c4A53mHm&{P@~s0;I?JDa@0_gK6o(F^!n%~{J|i~aX)P$zErO``oyeaKOU;4dcxI_tOcl36(wn8el12fzKiRzTZt4*OMZ*FkD0$tq2N;6Z^hgZTUfi9O%D#qYu1u?3VQbzcj< z1KH(|<0C<)LYKRt~T*QVb2{TJhyJSo4nkz(%I`+Y+;V(w+k5$j7m$k(z- zm;`Zsog-P#A*vz)B~cE1*N&^#m@%XZL_h%qe$A|Mt77>LW8=K3TdmFy*UqxW;UD#u zBhGk}+%@K`w?B^VNrWsE$y4n^W#Hzql@kYWog=@v*c9{{z{HsoRvzF?0eNBx!q9yH zs7V7|kSgU=KT|~!+#I$NZ{(c+p$bXq{enu`5ri@Fl|j|b1Fuo;220qx_N8xY zj!Ta9mv!{t?T+7u)Y`LnHO_rcwF>IhzPsTXP5X>JS!s*&xlutT&tHeSG}i{5?6VJ5`F9J57uZ_t2!(_g`sfL=1( zf?MPD?SrCi+1D%Bs#181*xmP|rf{3ME6G#Z-~Bhh7w;#;yX{>YWm?5MJP}KkVSKj2 zrFV_JfRARToqlqgVC0z8By&egOljO={^@b1mok-`yv&K4ns}9$Bc@!{n=Y!;ZQ*{g z7nhUVp92Q@=95Olhwpn>Vvmewqdk}|`P*D(^r-qD*|DVVw~9ir@HGh1jb&cJ+^FAq z%M-s*88JIOA}ge(#9HB43J6P;?520>KIQS%cqADN`ptA|@{|2E5tWjTS05jLnZtFk zv65M;F7hO{96oClpcTLYQf2x}Kw3M)QTE%7>1@u7T3r`xn-oYAacql44Q|7|i@+8`U)rc|n zV}O=*)W%#P%`8s~hi}R_YVi?N#1pXI-)bF%=kKNF=8rKJe!n=-a^Xsw__t^mcf2;V z(f7iM_7Y0XTkL5VKJHjU>l%y^!f6#BaIW=6g4hOWgxp+wOQ=4rLX6oQh7k?_@-4RF zFHIlN1eFsr;S4VR`(#UE(NO9B6RE53Hrz`A?nM(v+R{Y6F|Ww~jZW9n%>{OSX&yMf%;l zcL)Q-*47q)Loi%WgCud;Y4BvrfxzcMmZSD`+?~&K+J!E{@ z^x2M*%e_)4g|JyAUL;H8_D4q%Ct4JFQ3IhpP|LYYv7pvpLWmkG2W8G%%D|Z?@K_QJ z316^6)C1dJGQi`z$LS$ zre^C5#QTN@0l0=Y2{%?2y$SOUTEhNRalEcTg;CytwAwwNsvP^>5R*U6Wenv@j)K~> zC|aTzA)Q8uEM^GqP0*-uEpS4(&#k z{kkNKKt=fXRPu7xUvaU|t3bWGg29uh^z#Xw#*1bAtWWW8ecW#2(@y&VfJFdxFoQ#) z(JVJY8_QGN0E5HQze$6Q8M{^xXE?z|1arALpKRr`Uqk{jFoJ@6{d1pF<6LnQ+Ojzb zT1`_##UD#%@r$y~$59%xT>03ti@C3RE*J7kI-dV{%|bi<4#t_PG*>Y&i0)f^z{5jQ ztvvul2}0$8G)PD%4JA4S;Bs(J(20no!N4iMG`Di7J_zAy9y0E@hc_u0pN1WJwDRFf zm{9rNN$lufVtUvM2W1+8!GVcLbMypP!scY@!izD_F&XrWB#cBKhQRRWd_k z&v3-+pWZ^vYOZ@eD>0N&dH=!Ge>Z_gw)pZOCS{WMi{bPYg|A!7%ad{UJBLUOEpY+D z;|psrkUtFchBq#*nf{-5UE`y@A7qlaT&9=qvXEO0vYH1<5ko0b{oIVyq_2 zdV8fuRBPp^#;$Q|JB2Xtc*WcNLb=LqM~jwFeJY~C9BA%0wI(#B8B zSFH-*zVGn(AzsknGg?-Cg%8-Yi86l955w@S9MiXvKJUH%UR>9Qr?UF^RZ(cB)8zFX zblu1n9g&b1!66S{^~p(MI#~VP8cx;fO)t5_d@Rw!%eW9;IsctAJeunHEsTEw2f4c4 zA6lBX7HaPuj1XE>bIpbjEFXb8ms|n+msPsaJrcX1UR3v&YvVsvmA5gC@@g@Hd9oNM z-LlwuB84}OmMX-0aQ4Xj#RS6P(ZFz7>^S~}Camz+I9#-dFv}W{@0XV2+S87N>|Ok+sR+@uclY_^9|%biKxZ4#!nxrInXXl_qfcUdA#e zsVid@n#y8i7LU=LCnHa@oVTTIHuy%BiR$<`lkWs1{xHP#jMQbL59DhEXI%n{yDpyh zAiApUUCLmF26AB87S@)Gli)wS=T$dCH|HLQzfoWkJOtB??h7ZL5`qZIT!WTmuU%6>3PJL7HiGE#pc702|oB1ird z7uVg#(b`Y#Hroa@z-{OjfX)u{Cf(>6sjH=XnB{R9_|&tKgY$Hc=DQwn~^i=tt{GoR1n-S*L4JkvfS)6+-lml$!}PXe?b z2<7xWI-uZ;yxW@7qJ;l5q~SVfj>rlOaR|1afF}-8F)@ar9^I;&U{(q{Kri z^Ym_EiUM0iuIK!*wGV!Rm!(Jbod~{o4vYcxbjbx{6U5GnDPk@$?Cu`s%_XDqgZz#G zr00}P*YAHQktx^{R!?Z6H$D#mS?}IFAEWTinupRa*AxjH141;4V=D^Ysj@lZStEcp z6tvUyOGOHXWSxLrC6NNF?$x@ni@+R*ewTNl2gA=Rx!-~Zb_Zh~-EjqDTl=2Pd1@;h z{Az5itEv|}wd+^T7rqTG#J)FM*Qy1o@-wB%1qwx728Y%cTatO6)Ym_Spx^i}nhb3^n+&SYok#hPm0+18;#vfJ{_KhI~jwHFcW-}v>z zWplpU@Dh`fPVAVXB|?uEKs)dAtvs*|)^ACvYG?#c+2lf7gNRq9B@bm3%`;h`WNB$> z8N=R5XJvf-ic_sE@9i!0Kk@@qb~18u5_w}!o^jCA2SFVPom+qmjdMMp=KJx~739U*J! z>b``Yq7*?l^z_V36e%T{7cVl($_N75M8RJS1v%L4hD!}Z5KRxzkV8mFIN(WFsLBi* z2GJd4K9rhw`Az7+&hgUj9u<}M^dZ<-#KE1NG`|Us9q^}k9&P$h{syiU;dKO)d3AL) z%zms$g9AJiU<`5In@<6oAjlM!mX@vBD|YcQCnmu=_OOC74v8^=tZQdZ4EVUV(pE*<-M$fJ+3{ z7dzcj-`$<>c@$L!*u256T<*4~e}23ht}xkjx42-!3W!Ho&l0^xWgU=4YiCElnxZ|- z3FsRfR0sFaarj{zt5zm7=_K>)UhK7MfOknTu?F0&Ibhk|IsqGp8hDwMNu-p*!oy>0 z=RM_=NTk35{{f*fGeL9Y(*^HCipiUSrwfeG4|p}uedaB^7DTSkwDB82+o0FF zwAppE3g`_MLDwCN^S97E*9#h1I%8NSf(qyzOc5lNQX+}&&gxGSF@OQ;Z>}$5>7GX= z&!bvzyDqynl7XH^(B?KmeP9Fba3t^S#mO85p?g z{8y~ks6JKpx_xN9UbiIo3bxuiRc_yQX@0(V{e=IE#PxBXeVHS|*5KjY*JB8zulWB+fc;v;MAF_8Bn_B#T2=F2=^Gd< z9H9$3qz-LZYp*X{A3t4#7QFuxdpcUL6hTf-ahzAIz3F(H%NPbD#rF2f!eDSnlB-1I zAH^Uh10@v?T3-TmUy2lWr<~S`%y~#>DLL>_wbr#XG&IDdx_QrsUK|3C*9%(4TkR*; zi4X_UCLEbtYeeR3PnZnI8UDl(Pi{C1kV;v4Kcikq3v>K?(Ns~P45u2gM#=n6iQlv9 zzp57*@g@yfQ25K{Fpf43-UC>S2qiy0(C+@}m{x?Ykdb1Y+T4TQ=_1%FpvS;F1t&aP zuUX|sPzyl|ztWQpp8;-WcIGlEJ=$>kN)7kHd9N_x;5f zX%bsI;nPLb<3DqKFlPPr`R^+|g>bD(Gh9T^!0L~Wx{f{c*X((nHnVjfL5qxujqOAz z0lK;uO?ukE@gW4wm4p3YkxPG24SeHP-9}L?(ctt#^XaFUn6dGOS0q7Szp~=p6P`V) z1KD=PS-|%sg%~wx@;4%)fT=8Pyn&IG)dXxG&?bRoWo3mZ&_OCX)F?3TFsr<>@jdr$ zi8;=L5CrXeETv7K99Fu{Dre0OJ)2k8);`9@PE_q7L2-}pEsQ-qz-F)W)3IxgjfjZI zy%u{T52^*IwQVL`PvnaV3SPr|0B;!*^l>VH7mSmWQ+`Z9z|z0!9X#>h^&~sT)gOfF z#oAIPCJ*6|FeARYa$paHETY-5+~>*@;d;~4(^J9dtm!b}IsiJe9Lyj3Z~v(wR2UGK zOPh}=;l6?I-~WYHy2n5qx&E2$LBK9xCKQ~VXBsRgp$WwOcX2I{yssw;)xeU8=;*Ad zsDSPRMDOOy_{aXRF~GDb4L5`nV(X;w7vw7#>>1cv2JYH5wZRe4svdV#bKYuO<(K6T#A{RLjEV%=h|i13>`8iBD|3T;o7c3!u;uQ&Y>kxIBR#AO>Du zvZ9HwnO*6k*l2|hWHLn{FWHY_zfvLroOA}wp6+1zc3)30Kiw`Wg#;yL^!f_r!^Q^%#B!rYj-5%m~8B7J(=c#II@&I()Wmr@2E-GtjZEY0#wn7Umm+!T= zk&zM7zbUuFK}`tJUSWLkg`21^_;U_FoZ=tBcOAuD`#GqdDQl#2jxx zH)z*#XE=gC07pL(5D57L`ai))jxeL2jip_W^VswO)BOVSB8Z&n;2cEs&PoL1ak}nk zvN!FE12EX$C`1kDuwWUss+M2SjKZ%pe0(P)Dyqw@64nnB7kAAcgJuzI_40=^i7PAK zOgDEQp{JLWlx%4_K*C0tiQqT@FB}DX9+L6W(5EDj$#^3va+C}53kql-J`4o2Np7n@ z=y0GO3jq(G3{4R5j!x^h7xq*y4o}P2kU&d=j)XCAX~1es@9_Jt7<*CQ>q1BL2h&Qt zM;eAUGCV52Z&j9K?$Gl)V!?xGDZggrH-v)f(+X-Kq)KptLg<+C&?M;RfGjKs;uWzjT&*VCh2`d+s z-@lgZ(2+A@6fRGOG_D` z4;9!V@>tnUI1phVS|88Y<$;mun*9*Ey?Il8uRRpRP5v_efEc0(q^muK4`3-FtcZ3ikEKuOWs)W`Oh$fx5PiKc8 zaS&Kof_{kjZ4D39{$IbXp`#R>&2K6yvj~dCz$;|%nitWQQ40mbgZnR@i_`jKg0C3} zNdj;?Lzv(CS$r247uWl2Ee`x!;OuP=#%Ew-i;TScR2jP40SL}?<}`|5(u|@IF5iMH zg^q?LczAdWc_^nq;wo+Wi)B?!2~Zw7i4gtt>FIt@zC?fxm$IqWvhem@eT>g7% zU}0eyfvr=7uBKXyhU}~iFuqj3Sw>MY4-RBq9UrglY{<+mR8?GN{db_(9>L9`p`k&mDK`WGUbitu q+QGp8{W~@!H2<&PuJPptL!ND|*+Z(e41O~R(hDgC$r5qHcmE5{AP2hu literal 19770 zcmcG$WmHzr8!k+!bfbhwsDOxc2uQc2hyv1zgn%F+-Q6KbcXuNl5+WcaB1lSigEX9b z|NiHEdB4A|ecnUV}1HYGL+3JTs+S;^-pD5w$emmKp3ykf1L=7@r# zi277g?1e+p=9In5iNl(%oM4rO8lWt7>jKHso=a!)4g?eWfRtv0LO=D6>ah4EmT*zxJ<&%r@aU0rHV zPfsc#r)W9}zrXA2I3De@v|LTmcC(SWp#XfoTgUeVqZ{H z^!DoVqT}1Qx%Ks6=}i9jXPlgzJNx_h*w_eYXlQQWlK)MyKR>pDR|A5AGAw7BQQ#7! z$x1R-RvZG!VJ{2SW|x=!yWie@@Bp*&&yTIC1`cvuTuN?C_=uq){m94&U$T;^scArP zaQo~Becr_U;$lO%gDgiu&mSmV*Huscuu zQd4POy?S+@kufSRZl&a;)e}AX^XJHj2+B>cmj0P3Lm(YS_4MOMo(8*3@xqax4fd8P4s%$0dwcAZp?M>ww;pMTT3E2E zYg=8P{}y`h(W8**Cg%q9`;Q;Tj_Nw&HR%pS-jk`lJYBDw4|^i3tZWQd?&#{8w-sP| z^hh#ySVdR2KlJgmtcC`;bY|qm*-_?5$|d9Om_azaqcqd(%KzanO3kzrGxAsKi}|eH z)hQV~u!W^1>#2{URtWu70)4)tfHcj`L6Iv zSYohJ;zitr;isS&l+{#)}s(9#mIX_l&6P6~h>xoxpC2ej3HV1UCbp4{D!%MuqRs>3V8w zIGm#huk_?7CPow8lYW4F0N#cF=D3{icJ;s`h>ngXr56&qsG`(njh*|z7oC&CV0gGT z(nE8(gVAYJ$wVM>UbY7Vlu#j+`cq?>`YAd(i}dDArqbrq0_(HQ8f1uFVRuyP?YB!d z#>(fb7U2f7x0biZ$|Wdx&EsIpr75He>%6LX8~9vLuk?JUouKD?Za`pz?8{|(&gkK`w@5Hw)nwyz9j=I7k>-Q&j(h3BfOQ{k(_xdd=+hyvfIO!G@hmexyKa_Z{hRWhZCZr%E3 z5H2LGqjN_oH>$o~U~PRJcE$p-R8W|hm^wN;(;r~Nmk+jQXgrjX1%?XM*+`{c!_q|p zWaiL!*gXNIrEKUJ_}6Hen6N}dM8ar9l#GlRf^V_BIoVr;a3k<>&1b|^Dt9>9n*95! z?VNQT3ZLCZoO4P`i-_ylKYC{7;IuT_(}PtBSy{|M>*pf$^w*P>Ac$o+A8pyL{=Du{ zR>lqkEB|BO2)oUEs{XTw2MWX^X$cARpbWy>x7UTuKSLB!RK%m8ps?MZPOh!xJ6hM( z(vo*`6Q*%L=g@OIp|@*5UM^B&md-5yIQ=MNDguRQ*%!tDV_(P&7oHnTmw=@b%%b%L znNH!;m3xqoiq#+rI>J6zTEBjs#lKC7N*o&pC$qM8OsKT6F$vZ+sgzY}?uR;U?#GV} z$~E90E<0Z_e0+U5ET;v34i7sX&-xFUa37zYscL9odi*iZ$;r9#Sx!n{pZ4a>o1*gD zMHLmCzf5^xc(5r@UOc?1Ryd+#X<%?qQBl#y$A^%TvZtLuDg z*KXW+{`~peWm9c!98AxK-PyYVmHZc5qf(hewGx=3rK2{-JFk&dW1Q;h2Y0EOqwv+D zCUy7Y$2x6ENy%rLnn8U=5~ZW)`rMRQ*w}NH?q|2#{RuEM1xS#qKeAOcbj2fscxrC142hs-QC?L)tbn@ zLPJMC*{B?V6^VOCAR3}^=yIxi3Ou-f+cN_&-E#1>`uh4r<-fzE_cmR=pZJ0VN3~+j z&VrYP57^jb;1)V>s_#tN45W{)|EV-4fcYBRw98RW?Z0C`DW;%+>+9>Am76U*J+L-X2x*r7;lrTyl7_HYJ-0s>>62q)--}*Vmi;l$b%~hR zv@_?ujiQ>Xv>2mhFlKLR` ztFxION&LfizS~cIRA+9Imvp|X$JOD;Wim)>(R8S`RXdN5a`)an$D=8GD?Tdou`<*q zU1dqhYePdrjb~d8u)HeGMp=)Z?#R%%l6rq_{T6x~3kz$u>1aB$ygc&!+-0dRQRdB? zyXooa+BSVW#@bgu;<+e9+yp0TERB1jnI<8zLZ!l>obp40K&YeH^^9D|i5nT#R8xM6 z`=#U0pFdY7>$upOkMGXT&gQa=ns8e~{QLCzv((Ynlp`c-)LNLzT9~b|IvYmVYLL`W z*)1md?8A#lN_*ot3{X}^3du@aE(IXpK*U5!H>gLDQN`-m#h>weV-VPhbPWuI-?pgz z>dI#cb9AsZm6(-vpW1nY!)|NxDctaY;65%=6rG%KKz2Er_s6AZOB3@RG_6MF0YXx_ zVec(lfjg$v3Gn}Lk*kvd^O@#k2zT{%n@(GnXhZ3Fq}iWKCy6sc6NOy`+)sy7;{-ky zdzn~R79kberM`Vm>U%Wp z91ahX({|+!cH z$H?y7xu~3Hhf$v_@T79z3cemH-F|g>B*LH&_ZL6nGqd_$|C4QYnL23Vt>@~m|}%PG!b$Oey#i__CFhRDSbwHnf{Ud0oXfrJ^@KQq6c zV$x|wjk;`x1qA3r;)In`N5FVT*dY zn#DQ!`GHsG%OaDG%gN@`jq$Lpe;9G0FhpUQP*65hR1h~zZBa+C-M{ZMKCXGRS5R2! zI3N1h#Kc5@v_uEFNivtjTWq>NJkc@AG>f6qf(7?@#)S)#qH$A5%f+T;<4zmSma{k} zolmZ#jt6`qMEV{C0jN2>uH*1Q-58YdVdSOyYi>%IHabquPeDQ0Zww5e9)F>(j{fZV z^R~ZVy{CF{FfsoQxL_J|-v}k&~0dCSg#}?@!{l-I}Dx9Fm1KUAs}y z>u_~(ghbxM!$Vwh_SPotVzu>VbS+8Aj)8w)9+p&p$jYLwKArsb#JY}@Slm@MjPK&S zJ#e1`{$yokMMOol2i;^QhvZRdJg@|nq#*?9N19auT{P}VRaM+jzPJ9$S1q5|guwKW znVH|^m>trL;NdUT#;eP-72A57f|r<9x6Bpwi_r@yHWc-1Jc?0GanczGlJLpx$gXud z);|y5O+bM-ymIJ7?Rua>h2O>0lmS6*qxpEr@3uu6gm);Otwwe1(}zruxkTEsCw3wK zMIf!g)YEJnhcAn2yWwmEuYaaayrT>5>(nu*-)Z$p74h7(u6su6%VYNY!?5CG4!3iM zo}Qkus&^zeyglCy=Wsagz14MGyvf>pJf~Wsc6fAT3`_f9<4@Gb_1`L*nrrydbRCxZ z?@dn1AB!2#$H}LckpH09FF}#-yK+|$;vTIL?0p&u@Vb^m$`XEjOGnPlqzJ}S5IkQ3ZJB;6wx z)x?B^!SzFE*1WvDJYsH>C&#&asTF>#;d66xR;BAGH7W5oNYr%ObN5Lw_*>=q8^y_; z{h9{{p^JDcBW_#0_iol|&flvwf!bT~xB`ZT@@y$C1^P*1yGd=+eB7Uk}b(2PpXtX6;uz z^jH15W&L_E&wbc&I9%kCyjZOl@A2dZ-L)O=cb?j!jP_p@pFZW!zHOPSl&s`vZfjfh zL_taL(uZ2esp`#V@v58H8f&zcTnjD)*BjCp$h@9N?9mT8l6K&k@h=>Zuu6SheE#9# zUt6YHQeUHnD5v1$Q==z`w=h25I%5(!?6dpPhyTcqQIVICvO0*7@hHprMb||e1L|EL z6RnJ%CQuhoG`{Ii6 zDHArixu2Mn36zcN~^;E^uA5!JlNDA4ND@>D)9)sr?gY>MPL zB){3IB)bP9xH6;dk)`P+Y1w2ia#7h24Fhg_wUaCQD#{z`+*_omUWk4i@k&$KC_cW& z&q!OY*HKBtJ0=h1o{Fb*z0Vo(k{PXFt7vViCrT84l#;hnrg-TH3}7hrcqnh6AWA{z z9^BH7@E7U4eqRYa@vR$qz34N9Ka#%<^XVTr+fe?t>$G>IrmChTs%XFkQv{{{ znk6kqN9>SJ`wG#fG7K6nXhkQy!mZ2YrJBfyI`=v#L%&*cX#McLo1{LS8(D1AqM-C| zdzN&Sc&tdK2=184)|SdfPQQ^?MnS{o+**}8qxpfj+&}q?=pVfC3bDo7&(_Kk@e~&L z_3#}>6)#of~IBw-MLp$VF`uG9EpP63f689Gvwqggl-?3_~i)%RLMbgwnle{T04S*EH51mo_I_jRdti;*b<>& z;8W@EEp!7MV+~oE9YP*b5d6%RM;aSIkD#qjhMZ(jGl5iyfx*F<&=#rdxqgP$J;<;( zhQsN=1S$CuAi~;uZ@chS0M1uaza*ZB>Mx5K&30H|3wT`yfuy*g)H|6MGRImGU;qmST8 zNcH>0V(KC4-9|k{Y8N-=XlkFdYbzWSPD-9DFT#GCy>iWqUQB&YU(=?rt>h`lS{`;4h9={T)0gscA`|}jtq*)31d>I2?@%gF ze&zs#%FpkHtw8eGoVcFej9%l{XhPj|6E+t&uDt3GhYb)ZK3*&5Y6-iUYFy4#NmVV^ z**VqjxD}*(5RB877nLqKj*S&T;?l0=rWx61WHZyySXW13f)%#3WJD@O2j$G>M9pxG zr5@mB-Jj^?q0=eSYe~sXbxVN0wpOCusPZ-Y_g($j&I+}5b$d|_&XRn~$fs!Q_P6%? zE^WhN5(9B|XW7UYIr8mEvC@~v_QjN?{>3TGUBta;->~RbaR)$s%e|C`Rn$En@IHc{+>u7eXeAW1;o4}uU z$i(J@)zOD7nwifWQ}@_Sve%uo7`&ORXK$#Qzvqn0*x{4%d|&$YbeW%!FY-v?apgZg zpM)0*tD}Ld=mL?Xv!ky|ha$d``a*S{q^5C3il-&=*Kj%1<#kiE(raNs;d~MjXDMPL z{c{LkyiyR`b{k%;6|xt*1!Oj;?H6s)JIG5+*3Wt8=Coz2iGlb+o3z@Ok8Ra8<$FK zzw`bo3ZOH{T$-s9t|?ZZgl(Z!E#``V^?%TlC&d_%K7-hRK}^dqsr^||`v z>u=7qv1AJ~@9h>S-)@+~uW}(5@8ux|$N-8a)%qdupSOBYAyp{;PXlNGE3pr4%dT=g;T5 zu7@xGZTx9}vfU_QZOsYQ2>rc#=>F|rKaT2jbp(zWJgYUH^PIf_-w> z5Sw5(VT%arvq|@>3rQ)dp}|4UyxE)T+F#u-_h}H=blUyO6?!#@$p#RU5NM38we=UC9j31$K=}+^;($uZo+TU#lVpx+;zTg~{$3^n9rLPIz zU}$Y+JA##Agy0IWIQHI`Txb;KHBbWHN zc1yAFckHiuJF=YW6=q-SIwmbI5S$ci)l``O;k-O7bqBDm<*@DK^wjAVtF|mmA>iI` ze&wkwH)zw1-^`VtO`XZ9-xH6%~~bI}P{8X(BD5XqTTb82I6 zLj@J3ER59(a5I2zDdUoK<31<1!zT<=+1+q417TS@-3Ut z{JmO{Y)_Rl8gWBQuXKBftJ|%NzlQ0*IC93lVTMxr_%y{$*@Nq2*NAC#uA+M3NXrQ& zA)RFKX5DAO+6|QCHiNznkH|#-bB6nAz2&KHs3d zk;!H+ZD_MP>pw_-uD_xa;nd{gfBcG=R@_#9wezFkX{XrQ#>1^};f|`LmQ1`5Kd~B# znf2CO*GXoXD*RG@A9|nKGETX5M^h;Q88a%un+@S+`+8!xsSQ+>Zie3| zTKwWipwb!c5zREXkG+F;WE+?f3TS8sI{yppuDLtDMMBTNNu0998=g@Kg!@{=iVx)f zWt^q!Pq`LAc&7tGQnSFbZ)@$HliQ~OPpS$(*u{G=I0_!bJ({I+;{w)Dz~iFJ?09At z`!~(QzbQF2$5B>XUlzK_qol3L4ttZ+dxxZrqx z(a#&a)Ww;#?5XkBl{qIFV;jGBcYM6#^X2HpPWV6M2BY8x?-W#y{jsfz$*IVkbl9+Z zj+^~fT36}KsBqk=4%Q_{3ad&LIy|8&E};16Yw&G`h)M=dp3IIr{cL9-N*#;xKpmzR z>~Oqi@EU8VpNi@IeW8}Pr*&8NMMu6zMqv4L+0noGZi^YQL%1A{j9vD9ROrV)Jok-U zWs~Tmk|Kh!!j$fBWvtV({~lfpw3CJ>W7oF&d@Mp$Uhy~YH#L@Y+7E;|Ws(Bn&D0;u zCZ9e_az{o(A|uylE}-4o*|nU`b)rfWBlmM8S_i5dJUTKN@ajUf(z9 zaaD7pZgVG%p+;ebY|X9ylzalsgXHaHYbF=_te_C@iTHPC(LX(ej~T*g>$}*MV;RQz zkqN9t_dR?x71_m8O+&b1md5+$K_EI~#_ttDodlC*1V2bj{8MXn57?o!^mJ5|*xt_Z zYO@m{qD;)qZAI*$D@52lz#{5%Hz(_&vgKo+Yic^B%agSk6x@E_*i;=++xA&IXGYm= z@B{IwPKa*5a{x}O8Cq6Oj-Qb8zn$~_0h^664wR*V)PYew_ddW~9G2pZ0ZxDPs=`Mq z_*P_ca^K9=rG1hT25Tt-isDA+qjb2+@<0_FT{+G~qbIx9s)VK3V@KcehaDQ(3 zyd7mac1LngrcAhv723un5*`RQ7&I;s!mg)(t?M8jAsAK{wR4DZilZN3xQzMf1f!Ed-*ac3PnW1bD2$zSOx6-{0HI3k@3^8-c2`pF4hF_T_Wu zU4Bviw~K1a%2hmT$d}&e+R()}@BY!@>_Ggsbw5t4I&B~=0f&0{IcRY3848r{4<0^j zTeK#kqQVsg=o26vK$+oXlz_m%^v1@?rpEtIE_iTa$1vVpacY#JXA>e8dOO}?Ov!CU zQs9t0=;7T?T~_3N4_Fsm1* zhc;{o4#t@3LTti+->C8r>&`7KD>r@}Y_{UQ?0Q=7BV75s-EE~0KSe`yx=?<$-69Jc zy%qp0{q}Uz!oorspieO5mC;ff%jOdXfNlYefFRxnAQr-$$SNvk144ayaTb-DIsi{h zQbmQRE1ZUrhvzV49i9Q1U8ax8b$Pox%e_-4jTRbm(IxQ($B{lCX|S4Kr?4v8vg_L5 zcK`(s`~ZMs@={XQPfkwGH!a=o0jyR~@DS>aP~FmH04%fAOLZZ!?E`7>nw`A%-?&*F zC<6Gc7ci9tcdv19aOx+Sq~hQDz1L=6_hZm<$@);OAXA2TI-AXw@-OTbj0GMRLLjlW z0E`>XnE~)H_q=3yHICnAiD?)R;8ATGMY9-2pDrHmiIc9;c-t?_I}xv$@S3}?-9L~S zHY7DUNMTjB71br76%RppZKg6)9V-xUh#=EU@{aZ%h z<&}=z#a%(26hh=unRxLx&y5vtJeFGE{8>k$Cxche!I9@hvXDS9%L8JJ9nP-8M2C&S z_K<(w1{KNzksr@!-L4g+Ijjg`S4k_!KDb5;oxi#Ysjs_hY-o4VKq!%8$H;~#4Pn^B zdJ%v%{`Nx@#(a$2`u9-`xj!Esgp0_~FiuC{IzHVPgc zAc1=|H}$!;_C|^w(2X&VUbPKn$_PEnCp6x!rU`pp*fX!v$5=~R#-JTiuDTtw6A`tP zfw#Mc;s~7nE5M_TD&yVH=V<_;MM#~c{$zQG4en7;qSn;fx(zuxm@$vOml=_*9eDkum7+Q9mcVeD(p__B%3 zB8_q{=v8+HB?yRa-|huf!tqwab}iJWC+m7wJwPmJK#@%mn>)M;aSwCX9nzKHSqoK( zdhzUY!+SCk(!`Tz#8pDM9{mfedp^f~jRK-Ty>*f4xqJmAT|rb7g^rHy#mkpOWMmkk zKuQ`K8bTT*zIpSysJ1rM;^N|#;jhureF#oFhycWN1xjr!-18O{ z`9mim5Zk;4HOT*TEkYG683tOZI_>p$oZ}1}FmmZ4DoRF4xHc#U&z$PH>H6b;4_`n3 z1U#(U@hk=;2N5%B3<-21f@fM4)!?(gTT?A^!9&i4~d|NL5IyB}Ul)YLsQoQ<{H;PBBy@bY-x z<=-D;VEVifwhjn$K(ByOp#ts)p#i>smj%|7Be4$z1yL=~1OXv<7Sd}2X~6-<$D>YU zfg{6&PW@!-jln{4-i`Cfv4CgFvGg6=OCzYnR8&8b?WY~b4-ho|{dkpXj$#sDBy^&> zc|U#lm_-(Tsnoe**@WnoGwuoO)ldDXDzUN-turBOJf#XCeE;fIX7J6cGrz7ome0sJ z!itl(Uw^2%hK9Rm%s7tW$cQt9P5L)D)HzP&KyW;u(+&^5RnqjwKY5wlSOc<==Jd;yS>zE9YE&RfQTEvOydm7p4HzNAbk&5e+aGW+l%t!ZNoqo|n#-t&RGpss7y8NTtc>})Vz$_y z(&Z%2ewm^I(2qzL6f`v{6M5gi8Oo57l#$^A%ni{>fd;{>SQ9hcM6d!s$Zp@D#lFn! zJm8-yN3BgjZZC1hNY$FJ4{+b`m3@Dab5y__U|%ET3xFKCI+zb6wTx`|X1hlDD7il+ zqzSK-bKT{?k*PGl`qRgR2WAS0Pb$6-9)JW?m<-*0bPETHy1z``cd&=3f6?d$7jTER zyDp_ac=-Iy`6}_&@@j>T$;)Cpqf$_Bk?A^kCO@%98d9jEhE{EXNyn(xRC*BfuYK!7 zn)wBrqo+h3=9)|ZmLH>U_XqlnDYI(jJrHt$)}^DDtwjMQ3BF7NHDsLg13S9$-~@@8 zOy=qC%UY3)Arp$<^gg0dllIb8?!``+%%E0NOymW^s0V6l71B=E8GO2N^ulV2&3{*) zZnK93wKm_s{%)0m zH2>#Blc@{(LRjh6{$fK`Rpa~-5PyNF^B6JxNMHzqcYqtyGW#s9{cK5MMr@WE|J#g@ zbgr?!3oT`Jm9S*jkSR;V+L|c@4nPSJE*kVl2E2)m2SYOdeT`konX8}XO5RFTM9v#y zh(|-lJOFouRUk&q%oBubK)OSj3|g)`9vd6xt8L8VzT-l@L!Y-^yH6?r2@CM~V2`tw zEqn2AwAEkvBp_8lI9}KbkqHTu&F6daNbUApGnI^H3^Z`PA3_t|G?Fu2Rjq8W-lZqj^af=pP-ci26hafCvNNdGMCfK&d3gg6Urt*0vY1rsHoePWd7i|*b%Oix zZ`q0sS#fmR>dcdh~Wy@dm(EWn#W$AQ3LB~AY{t29|~$XK%gctfJ-fXG!62p}$x zTCO5vW4n-h13Ac_3d7)Bd9uxj$`#r#Rc!e?iaG4&q)*dtyzyStrOBAzTSIwOZF&&AR-*{%0jG}}gc80q)t?4_r0Q?`2jVmfXfo71yxStASVf{c~fJ~Ge_XY~A z4&FpO|8`HM+$VVca?r{3>DyUfvK&%Py76{Kkf&?0o$e5TLq7Zm=8tgu@-Q(tt zM$|`-ryaaO{HCi(H&;{0mcF&48N%}_OGZI@H{2+#O4w&-D{7@?%I-E>(*ZGLJw&MT z>(>j|Y)C6QR$+((>?1CXa1tQl)b8h2h-3%Uoxq&)8S*o->b~fvX*@0_W&AhEQoHAt zB~2#fcH9Y^Qsi%cLI+2WgZ0sHh``CPIe?=Cq88DF0wJLayp6axnr3m#%8H4u^Cpj+ zynJA2XlIvj~_GWKbu-A3*Qp?v6bA<>-ndi5bowJO6MzxOfG{uA0X2wZRG%g`BMi%n_fM zCaw5+^qklHL>`M!Sos>Jqu4zY{HN*ejoKesJG!&3-|bL-d8bn)Cb04t<<@5r-}Lst zby9hSw6DXTv1VT)?{_DueV>swc+Y>@(@uH~zk~R<|1X5)VelD^ycIym$Smwp*?diF z7S;SA5+jK3OvIbGC+9Mgw5=oh9g;^p&uW9e)jzCyDf0k-MMhOa@08xhxt^1*@l%zk z4~nSgdGUi7rvw~=xmHQXXAg<6m?TeoQv(T&@3Iimp_uNa3nth5-N1e6|KQ)YH+>eP zE3rXDn7VjUyh}B4+dJUMtpup}g8mt(hrGCcK${^i^3D}=7Y9Zzx$Bn4+-lC7$t)ro z=}xneE+o533?z`xj_KZ^oUM6`=7X^?9K3&RO=COhzu5xIvR>Rh&szRW*dnP(n}M!M zdnHrG`%GOuIOm*@-c9J4_$S%5pNFHVtdbavEQCW=FKN7gN@yhi{eI$UR84c}rh~c4 z8S%lrZcRHt?;d=BgTIJ{v0sO^!1`ZW33D3l+iPpBPzN3caftLgl21BlF88dYuW9}p~{2{?KY-!}1?s#QBK zY-`0-4p)aA<37>bUq9b>d?puvBczi|_+BZI52ND4toY@A>ebHSsGh2pR&QZxvm8L( zu%|$s=nIJ?#r5ASs59T0n$C5S>D}kk2r~?h(kOV>KP7Fj6R&E#d8$=H#?J1pSm8+hKsYxqZ;JIXL=+@gQiE&_#DRM6d~LavZZAm`4jPrD zNzPn1leKq}!uUIC$r&g9-}EP_V|>qg8b!|cf%box7?PbpOQ_N4zyYFDx_kG$5yTA; zsOHO4GXRPZiJY>?#Q{^VN}(2|=EKk0cYhC!g>QeYSU1?fzd6Dou|o0gZdz9-;inCx znA>kWC5#CVCjj{uL`)8=Imu5^QFRypCUy@G4ZnI_p9D2Dv@kY@BkEDn(H%fq)UDmAuVB{lesZS5`dlb<)NERIh$0cDMM{|i}LVYl8VlUT~I+}Ux#Sh>{u zZ30L49&%&WE1`MgMnC8{nS<%};UmLOyg9L!`|b;GrXr=hb{T4Yh^J_s#A%b%su|4+nsAP%A#)`nx_7Zkx;iTPa`Y_bgAl<3{KEH z%{^n>up3@Z7pUGt*QOY}n7%_3I7Ih-lzWI_vzO)D;mP}hj|&-F?j)2^1oy+d{z?M+ zEa^`Nac#-`$D_=H;WOFlO{vi%Q*LRIfQ{?r=*S+q69hA&s+RTHW}~tz?(djK&XMg7 z-g}CS`|kwvxB&tSzz1fxiXwG`m2Q52x%TTJ&v=Tus6Hd+%C)8vl&0|9UXqOVNSHW9 z2WNS@KQny>UyL~XqMs7}zIlE(ee|ZV_w zIIc}l;hSsqVw{d*1uOdH~9=+M7h5Ukw+USp_UVPPr z#BWb>9BucjMQaM_YPk-Qu$yNQ0L_XR%A}D(^-9NmBitM4AV)>y`H6ksU@x|U(7N_? zt&l>{fgOkr=#HRo{SGv4&wm=#`s2_rbsmoOVeSMuPRA}|VWv~;6*m?idWmo*mZlOP zLfy_nw)^H57Dm9q0=@4I*!c};&p`GF?w8kXK3I)_x&Hd~tIXxZ8e|nch=?39_ZS&1 z{Xd)~pwgJ*#U6yBcKVJ zvgn%qQ1*U;*P?Fm7Hi!CF|fX4&8|Yy2T|D#DdeJH1Hrms9 zO-*V~s}xpM&}9M?w$-?=^gnL~7~e9~3K2Aeh=_=kj0}-0LX!gGS7b&ZlU?q`wh&UY zP6;&)ef6TGzF5N?F}yBFWD^j%L7!vIIG#5>c)_{Cf8A>i1PFw4j~qXGz$lMHhMf=B zq`;D+6#u*0OdZj9)AbOy#J8zCV>_%RK5}CEBS=#plXB?H{u9>M366#z8G7xFY!bJeErwkETRPE*n&<>>dXdmB?!~zK623=549_25!^URoC*ua| zCqK#(-sLQB}d{5Y-pFj~f-^PxwCiS^(cRl@bPq-PQN4ZINZ8eSy=Hmp=)A zd4E$P*$rI@5#TP*J|rR~_*twOzzY~|lKQ_r^M~#Z-f8VK)=@breq|-3(qZ@Re!14%IZu$eBt*+ zJGO^4urO}5m)LhR@lS2^f!$B0 z!nO)&ze*YBNe&NyiBTOzH3?}>0kCN(2!79U_yrzDOlwJvRa~Kl$(@0-68RM(!?}95 z*SM7I9)q;+tT2a&WIX~Z4OsoF2K0}d2VeB7v=E&~1)9GkjvpUQUH7{`SYyNOR7ySb z3e!p$41apRUtB*UYo9)PSCaoXZN@}+c(U^}i0{`8k*zzo+YeB!Brzz3bn*%3(13C< zMm{X!B}DT~U8mi8gs<6%>Wn!v5PR?S2X&F0qi`eJ8cbZxcXlue_-R$1Xz}sqV;A^! zi;9obS&j0|1QmsoS14zD(RC!CSC<QTkjhs{UXr_ZJOD&nclw9>gL*I*2FR{0lPnj&%+^zTn=@ef-?xCA(SW%aP|Kv~R) z`cs<8gXCEQ=~_W=e)oj3z69^TpSGs^_=LZ-Wl2L{5QcEEhed2t>@)?ax2J z3XM)?^EuX8;K~Yp=D`r`o701ai+8>DVFlB`w3Pnl>vNXQm7<5{!eTy>j2ZU{x`?K6 z>hb6&+0bJ9$-KLL!gC*sV-A(bdN>3PhYcHjeOKv`Nl{%%QCvxpUH<7?!t+NX^keJ2 zgWNCQRE+*zF7lM->N~{adx`ILak0C<>eaNKomY={@B3rQPB!fKve$-Erg`Zk{Rb`3 z-U6jtq+JKjKT@Oqq(C+2%g2iRyO|ytwXKV2oq=*z=>of@Q)s^h%6@xi-;z;fVU@q5 zVLGT$FsNacR);U6iXOToP^5^bZzj2H-X>$%p3gCux0m~r#G{?uYn<_#j3`<`#8-0k zdpjdCf3es71afWdal>JO!g<&rkOd+St+p~?nu2FGc zz;Jm)Pp*9{DMlcnuX-$D?Stmpvqy({=0@ChTu%NJ-i1WPZ*u=+r*~&(4rRAztdwPR zrSqoo9=|@o5nU#`A-u~cE>XTN@ytbH=-7Xrg!JjNXP9&h=wBbQ1j(UOvY1w5S7URF ze&2Sl1FuP=2^ney*m0fyZFEDo5+a>BTR9;7#K0qOq@}nfvhTOTVa$;V50x0lY1+`) z-=D{?U!DyW9d_Ls1c@X{E*+tQn2C$m(CG~W_S3YH+Z>d*$0m4uBLdo{LJy0HLcd~o zQ@e0)E_9NK+iGmias4poo!{Oj@PHbdH?dC$K|q1;e5R*20EjCBee^rkG0?c*wRE{H zl?~TS|80heg4Sy7N~T8YRHNRg#g~PS8VFp z&u3{KV1y!0n(@w?Z$TS|ki!3$=HNn%K7ygr5}@z~DHWLIG9LtCFy9mp_?M|uCF zABV7x;}c<<>iER6asxkxH7~Ss060N`^4C_tGbR{k#FPj0dLaWtrqz7O{i;f>X51_i z0ZAG+Jd|=l!d^>bzqb$EFJ&lHIaWQV2Tm7EqeV$L|2bA_wM+C|i?9e&ccD7T)dLiL2qm6e&@Ws~A7JRDGb#kDIO=+6VShHU_ z)qbxr>Z){f9UK%bh3Nf(nlMZr9v%b>+OKF-^v8|>YZcNZx}ERJ93|$Jl!O6DT5r2* zJx-G-ok<6VbVSb#P+GXr>?FZ{@j1je}BdEtfP`|b|aR6zd0%$o#1^2}F{(c5}`o$^{ztlwIat%;B zAg0bOg71K2f|&I6>(?mJF)xuBBXpihaFnb6I{D?Eoqo0 zLoPc5mJFy8ks9C|!H+1tD3a2qArrxM$N%|0r!M?0coV@P&B)JB0d72~-w=ynR@O7H zf`V!Q8Fxm87qp@<1>%4=K*I`7sjD}kElUfUZeg0mb}j#aSjjEg?hrJolU`dW6LC6t z0FJsXSCHn#$H&8O)y_o>fVI>yF0oyqv6rM{lB@{fYJxYt=zBHSv_1#WI`+&nxgFJ4H3 znI2_w|NP>j`}=oVurPqv5400tCT0{!-b(tSTC4_$VPNMQpdCHIyac?{7aPqO_2&Y$ zV8}28mPO==`{ntG+`D(HOvBArm(GYmJ69nQ%+Ei^##Syb`X0}`=;`eR<8m}ShDC4? zs**~nfSvI($aWrrHyYgT>)R#nBLy#ezJQ?h(26xy-Vv;T{d@zfwkcM+uU^IP{noNf z=6nxlD)a!VFxg@`Rwi~b>rVqe6b%MI%|A`fHQ*9Qyxt%Ne+jm3$CY&d=#Y?*%89g8 zxXmoY%x8Q!7NvKV>I7JLbWl*xaL$$O+5Z0iX8_|{FPsexv-iNLgt)Z+_BtNg?DQD%T{Mc$tREM5fal=F?#-^E(F=99I% zRgMtennZB0v7?;hk0>N1C4CTNed>G$8R8|378wlSxjOlUg~(tKuRl1+FE@Bsj5ns6v|g3J>D<=z zt6AGY1yeWp$$L_h^>lSh#>~H{=0N;mf<7QuftiKnB`l<~BOs4DE&lVlga7v;9l}!< zkjhMIg)i%XJ63k=ugfbg7AlTO-5;hsuZBC>tRk3$&D?3u+u&YWT55mgnJhT4Xk8b3 zf;ik|;3$j#7kL<4{)xQQ)ph&kC^B^!brcWJWy(Sw287(f($bRZKjV)dtKrqXljYO~ z@5Q4BOicWRUCHO;shf@9gU_z3J24(rS68?1*;o4U#L=Bv#7!Gv&z;nGF2U9oG;GQr zr8k~x*KiTC9UOJk+r3_?Ssav6)tIWZp)AFJxZMcOc#vhngX{rS=;Ukbk{?EuU{2p} zh?y;Z5p-95)DbkR3t-y;qj}3zvc_3H=&p!KNT%jLSF1x~1l}X~pOB7RA>d(m!7&cF zymIW%wSQYv^59kLKOt0eW(4sC;ark!twkde_zAEG*)o$1V<*2TsE~sFtxV%l3TyTV z4=?ZK)>g@MKM)wai6C#?bZg{K?DHEjJ+!6J&6M~!e`p7?U&u942?!X|xdoD{u~_P5&q%0;aI$zl4J#5cUx= z4&p+Um6O}EeM-&95`okDru+jaCcr{HRg5F00?f-iIJ~#IHm4fM3P(;8x06;_KOV=xwifD*Du@gOWQi_+zn+o@&j7E+O>j0 zaxS9~#$F*~u=Qukgnx>OS(>&-ffE!AK%l>6IR|GDEdQIZWTdC>baj2Er3&05t zcFKhX1#g!7lVS0pf=ST}&ip{)-@7}>RidmO;1J&j`NXHl$gkk+L#)maOx^=&@ zU3rdDau2AZ5f979j~};iNGCo4UMYOOBcWEL@fFTv>E4-b{{tkhWz*p;_+4lk_kdew zH~K-2&`n7FrFXeUCN4hyTd@He(+Lt=m5wf76Cz*IWMS-hfEhUNwTh6 zi-B^ne#QeVu23g|Vxv`_t*HZtt+BOc#!VjFnUD*?H<+}yS;B&ahqnlpl(!uLL|b%s z5s}RMnyGJ%j{6UonUUv#5JRAWzFDj$50TZs@NyFldTB)Wq;;=8Rj z8-NX>o6|oV#0a-fadIz|jErqlF zjxrV$s0-lm5ad7xsPZN@_&rGsoRi7F-ADuRC+tb|L4X91bpo5g0W?K$(!!+6eqYL? zKW4HX+O&)}UZ@t1kcUdcQ6*=`CxPWoC{R4q!i!f`TNJ8uJ*JG)We zaK=v-e*^ywP=T=P1y2^DQXUPhf2S)#HaX1WQvmb#5H!l)T!$luw%Y05 z$M-H~z@0$wx3;l)XJV43*W&g_>q`iz4?cn65j>89I!oLChA$|{$phfB0N@yQ2Hk{n zA*zCj)RUDMp}qmrK~!R5Fq|v_#Ru|b0KpK0B*aDdvZKnYSKYhwT})7VLG42);a6rc zC4c~a00dD8yVT~&AIMqLpI(QOs}Gg}BD~_`i^HIHKmmOK>{!s%FS5Cx;D9kVg>~QF z3>Xvu^cbEzxedpEz}XOpz|wKEdh`LD8&bbsVgP#z`CRXhA8)rN>%hW>oM3@YAP5H_ z=|fop+%94o1t+u++}Uq9kOA2^pc><#4ApkttPY{#|5RtQ3?iX6@Lje_k?Aa~!sCJi zR4T0IrNR6m;fITyYw<|8F%Fy)h#<+Lel>^pk62nYXrbwR_!x=vk@z17%0KY{8z7>P ztN@tlF3zJ{@`;UODgijag9Ye417iX>*Z$9JW7`DcJoQvW9;pLY^WNB1stt@AVCJ4Q zV}?g^vhw|!&%A!ig@FqOfXi850%u}oo98cEvZMug(#@9cb-SJZh+Se5e53;0y<_w3 zMlx^;B?uVaz$VcT;7*9{sI_jZuL9dZ6~N68z%x%IKJ zSO6R}wm5k*xq=rsf(cv?1zf44Hn|hHY$7-?@SyJYJBNV7vOjsEz$)Z6?FgqKl2MhX29bY zB!QDkpsn{ujvT4jRHCS70X+Gja1yWu0b2J}TWh;--@bRzJj<6a2Q8ijEtLayf;BWW z5`YJ@tclv%1=>}fb#;}QWy)@W{p~!dN=H0_wHk27Yw>~w4S9EWO$6rh#6(444gh9* z$=!GRfb}^rTQ34`8Opi6tvC62-^G=|>cFiu7oX)x0heznLgM9wq7LREWB=qY%i3Ms UmA7Iu@JuuYPgg&ebxsLQ08E-uHR-^X&cZ6RxT(hmA>r2><~0Yk6sP06>BR0Av*%75wJ;*y1Mm z@zPaB+x4x3rK^XDvjy)BJf53a6`E<)VgcK`ba zTn^6fx$)i&Hi0L>aFo|^0RUW+$A8EV@d7IVh?svZE&0wf<6z0d^R2}V+OdOs(-*F$ zoP??iLt+F(9SuPo|(_dqhM816?0`wXK5xD=Y(7rk!76 z?c&PH^P?oXX##Kl-RWzUF>PgJh`dbrb9g5*a@U6}i6+hEg#i90If@K>6v&beUCO|hW zU8eHZ#x%HJO)5o+nTeUXsl6A95A9%%Yw~duqJ~N^FffP{_I1@GRd1w+g@v)gc>yNy zJ4_xJ5Dso5!T$TnSD*`sd)(c@^MAFQ)n^G{V6cYZ2pbEbXb(UNs2zp$UkKAR9A>(A z>>zgvBk_v*ESWM`%RXLyo*|T)bqFaU26!R|F~c$DhbpHxj8GrXb>E~dBv7o*KOmV@ zw%rp+PbxhIcCD;3OI$meU?o0JI-rMQTqQ)DhE5T0>LAi54DV)52&=t`3;e&BmD$h713|n0`Zd-) zMM{T>e-v6H+dj`O?p}S~g*3KabO4jhRl)DuzTv zgRD%8^z?TbH+Qk;QH7>>on8@Cq8WvC0OhGg))rO_5`!@GvjO0PCQ*zw`4j%?psA4J zT)RxjteK<1CTzB?LzvP3ueb4U@6}zza=ZPeFiyIlZO&J8o-6_uw4WH#uBflR0@2F1 z-=wDC9VvQ3f=G#d;Ipr;ZS{yAeL~5k@7&R@#07rl z@X@WSCKzx(4jhFbk!rBfA_YV`0$G{~TItix9ba9kxTH+t^h#z}bM;tZb#}$HVg^rv zGY5mvL7}wROHr-WDA(O*tk6FP{UlO@k{Q)c%>Z!|Vs4nWfcWQsCl1Jj`ez>^9WK6G zN~A(BQZO(`yecy;es!A~XHOIFT-5FN-UsdE{hJvY^ccMA`gup*lrJ-C?lUH&)jf^P z@Wsq^pP#*g*w=AKm7I;TPJ=fKghe~=?WUe~|-L~mnhSaAo57q@+ zCPLv~VJDHQU&o-LEJ!EN?p5XD;zRa{?QU+bXl1I2ceJ5z2C0%rf#1RF$;RfSyv9E` zB#xgnQZ;*g&fE3+Uzy{Rp=oOJ;4C>L>Fv)Gw7JA98S*NobR+1U#$Pr zC|XaO3NHzGM-u+~qk>ARtP|m7@0M&TjJ?6 z67)zk*Aof(=G{BYH)kW6bYTzWQ7nk`orIL|gr=})7KE|jQ$yI_#rihWjsj!BH3#zm zI`l2Es9jUO)SQ_;lV=pU6Fc5ZR16Ou)+`kpgmf;6WUQGEY=n&pw*hZa!ecoi5r^gc z{Y0juHXo?y0#go($WN`#Bt|&=m*e5X$r+*zHpNLR7zG zs6tD71eLUSe65>P+~Sd_tJn6o%E%L@GUPX0!{)Zq#Kp05C!4C;m*Cs>5=z`BxCv=y zFMj{x?{RO+QjFD$psPuJ%G2JS3Ss)1#DrdJGp#`c4fR9AxnsAK9nQlcW|2jfgV2vn z#Rh)sh8e2nd6rKC?&+SxzZiI>KJaU`mm^p$d4Byx^kZ9Gnf@t%I#S)NNXdojf)BQLE6u8STzwbFnV`R?Bv;W?sdCar_!-$W&JKaYaG^7R$mX^B8tpY6 zO@ut1lJiza-2;`2NtOzYEqVYJf&45NE~GSAG4=AQ$Bi3(y_TH=Z^8B#F~3!a?MWpU zM4k+}hW6>QoV%6J+{$&$=hawgFroT{2YYt8jcq=jX)`EBZ`CQB3{c@UOS(+>cT$*T z5n1P4JnzWS>yDClOt=j8YRl`V;FEEaRV99!^%k!i&i}%I%Fluyy3`Bp|3-c~m4^Xg zZUMX>Xe$L){jTQr(#ebflI;S0=n$D4VV#zSX<9w$g8 zPX%!$V^{Y55D^yh#(`9g-;C6ekSACPqJr0LKauh51nWkhN?`R=l6RYZpmdpL4u$O6 z!MJ0{lpNFAM=TwgN{=IkrP)Je0_or1SF4xe9hGjTV|z_}?a>Uyyg14SX|6dWy&WiW z5vgWYRQjq7DH_v3;byPCHQ%V9#yf!{hdO!Iyn)3yXBpn#aNOSbI#L&75VK4N)ohFqtBF2BL6^=i z|F^>3&ct;^yY`bA&zzzNDMoYgvY0GyP?wQ{>TJ%L4-aA*qbfx1aP|G>E3fj6T3}R0wQZ+{m6LshqG96TI8_82y(%!%kt7_%>U5 zlRHCswa*CN)~fBB`$U5%T+;9-#L2R3g5Lf2pS*CheI{ox@3!Zg4{gNkxrgbnBj0QG z7#RrS&fb)!^xv$x8}DAg*MhY9esAJ9y=)%eShv;vxppPWhZcI#GLJ-q*%)W4{bHw8DX2-8 z0$gE6f!tE+to2(~lh-t+*38lHu0{4MQ}|~OK{vpJLREq?eceR+kaQL41u$*g!0E}oi+)+R03Cn;l z4{66pamifwun-o=m;oH83y~ciro4VB=Khbc)_M>SfII}`pgIXr&TyvH(p;WFoa&h9 zd{f<9^!~gl3jfM@L3Bj4R+sftwtniHscZ-&hc|81h27Z z*(yaAQ<5{=EH|q6wY2guU3=$|gC!8&qKMc18sFk0oK2;~O-qewnz^|4i%ed_ZcqXn z?g%V!HLVZh zFq7Zg)+7oa$saT|Fn8vyCY;h}Icvg{Z-VPk7m-jfE{FATgK=UV!7g>?tYY!ew3T0u zT2b+3aS^GGheLHFBz2CCi_*=ynd2WbVRG26>t}6JY&@GxH)?3jp4#1~bQ|*OWi2Rq zJCblaUhl=hjp5)gi9eX9zjht`06v+mSWH)8TBJ03*8T z`CtmCli1Y4Ol9p|RK2pfsGJ$k5yKE+T9G)1|I zFVHQj_$>;=1j7{m{fN%JSz)Q@dN)O(}fk5mWxFOrQRcbUfdAfApRC!P85=)gKb($7K#SBDp#%5@=3Z@_iJpixh zNcml5D}oZF6p!FC^-hC5Nu!We=*Fo|!71}?7X}!5B^#d6Wlc{bxg;|H2H^o)<3^-y z9;N+5jiU7PmmrN84uH^o?vBIWzsWtcH!P6SUoJWoRQ)uVxF#&+STh@4tU`2Dd+pL* z!2aX<`Ph;mb8J|cE;7hOB=nc}k7={wS&9_=zdYq#0%+aRBn>cUzju@hDuop zR5Zr$aY(L}!AFQsQRFIXF!Awg1ySKdv&ay^CW^i}&DPRw9!J+`?X3LotE@Q#7VD+| z^4H1Q_+{M7d~Hkdpg;e1?sljUPE%zEgoXW3BLmb|!9jwGN5+c+yksJc#DaC2-dtKp z;f(%e$>H&Q>(?*rWpLfXirWlHkLokQV=%yDjEndHulC}seR@IvK@Evzu9K_L)Q;aO zyk>G>j1WL2FhxSBj302}wd&sX^#GbLLGQIBYLpkMeCj~uN09JY@&b7sYQ7YGE7%$H zI-+x3wn*nbEM+SkT1Z;$*szTC1$U6lKj%k35O|om@#r(-<5JEUWso1zngQ~5Qaet@BOY$=Z8=>)L@F&76s4s%&7yx;FE~$^8^sovHDNwd-F|cJHt$BS>>YMOT1x{v<0GZU03B5Q6=ejF1X&!+&PCK}U~d>70VdE}umIebWrG zU+*6psBmIpVlp0MAnB=&x{Z;A#S{0##qeHQKPq95!){#hTX<9yOyB2hil+BXrV#PX z#ZhmOMsbBH0<*-Zou>Nzi2KotR3)+(_EcZKe5o+&#c8?yJK*`ZpXKEK=IF)E79%$= zrN5|AB)`v-#3vn}+u=is@Ii6?-v;kYJ&xiY0H_0gvdvp-__Edudkb6!hOYvzn9&1P z_hd7om6*F?#qYyj$1_iP4c6H$@OWQ3W(YbVQ470w{|rPMYxZ!kU8uvB3dKPIO7t5E zwDg@&l(R&_gMyG-ZVsD0PsijwXJ_Nq>S6<)o1f(>ysw<8gj|0}+VQ6WcVoO{4{f3`Ai;J3V@q6;nmr_&D}$7n!dVPRii zpM;f_Rb*W@MZZ1d+*^fv2T+d_b7IdVYfo^PoVYRw+RwYde62FBzh#g!ZI zp?c17Bl^WFy#GdS=-xMygtPOlis;n-k<^)^kUw+)B2{;}sQCodZ`zqokYd|QYU#KB zra~p9ppzgT)!f%N%%JKKeOrg6jd`z}A?UABtoiYDtrvmFt*98?@N8a+`SOLJ8-Zwy zWn*PM7L@(OMeXt(1&gHP!?PxbmoHx~-^#lR1OQ-VEL(*DIOz>hdKSDn7{$#=*$P;$ z6exL%D5qp2k15=T;O2*`A19}#hS%E6FtD@#GV@bVz=WYf-S=nx>7_ydV7f#H3JOg4 zjIs@}AHgUvsh-PGF9d*M&C*w~G@`rv_b5QLEHqknA}af7hxRZ3btMUM_`!LX1Ctd>KRa za@{v8F){e`)KywmmO)I6=Eb5T^f8Z!IW#-g920lE< zrZU{o>C9)&ZxW(Q;D7{jEU=@m?ougu^vjQ;Me+RMRVVcSo2Eyz>a zAMPoW4L@0x9!wOd^v0`*>Dc@YF+Z5EZP@&x2!sXaYz=2d8u?zKI5$$w82O2ka2rOA zj;daqJR(fSOP30}1p#R}xsAi-qaF~VC>NEL8O3o0sW3A zWC+kXF^wLD^kg&EQ1cvH=8P~&==Ijz_6?iPfa8S!90ROjO&O&ff9m}M?f`SJ^C@n& z8Ie=sHoml_+d*=w#g)j|AKTI`JC>B5MD?!xjXX^&cCcrO{LCFPaYcv>@)uJeWv6KD zg(pQEPsPrb<`4KVX{6bmvMtgVITr&X2J6H+%f!`$T!MJiy3i6fzgyI>rI)B8b>6fI z&g5d*FOk>`zIrd^!Mj~CGigJyXCI)B&cbo+q^#V)GojV0;ANle9Q2$m>B?1pd^L^@ zN6eJ7IrqhjA$#xR5niJgz1(>g#86;g8REgY;GgkDfwrEN2W$pKY4UW$G?2a>8u`K|XX{YU+mkJiMSKF&UXlUSpE6__>-~W_xaw=FzT`Bw_AihnkDd0Au)vWPY(|;A;Z$Y2-;$BRkK5B-@wjDhTBN~O z1Lj=D(Se5N`GlWXwpHyb&HfZDnEW{HWS6%at^DeopgEtT@r(Dn)>E+-H*_Lra^HpY z*!mf&6SsdznBaNI3J7Q0^-HGE!u)n=3^+;b51mj(-J(>|<)k;UnpG$OKm)I07bo z56BAEFh?#iqy$R{=JUAgjH7uO=}ktGW+>V}B>)bg?!+f9`uYBW2B%g%CR#4yWIqBb zW^b}rJv4PET=F*0Yhm*9>lBfv_<-ZeiycAz4zANAQ12Y(6vpmb(zsi+BCYlV;`l;s z{u0#kTBdi+yg9}~`}fP(1sxq%ot~Eu9T+WWr76F+0f5zsA(mr{wB#9?3zr20@{Zi+ zND_djrMeMJ0VWqb<*$=niPidq2gs`y&V*3u?KK{33Ut^4uQuS3G{>*2!+w0ctr8~P zFf@uan9FaoS17LU1@E!KtU>Osy%?2gwM-FQkRrLS!PSc)zWMsGRN22jYX6HupGC)N z%o@$jJIt42X}mCA6N(JhvhF3LgMdtf?V$(=-PA||7S*i|)e%c&LU?d0#HrP2dW+He z?XsQ+(cF{7hP!{%Pludv#$l`X)SWg5UaYlfTzllu=C>W0MitZ4s!MkZ9EPDhb_cHm zKhs-3b#u#oh}Q`s^%b8Se*=4*1$zxtumr=u^^n4s7~JoK>?A_hBpxVzrbQV3wqZst ziGDAw7z{vbTRPYvskH~M;~##ldt=T=p0p@JW-uR|Q!^g2Ahs0atZ0lj3C?*1f0Lih zZe~u`-iru>ZCd-j&Ik7l+s}0<45;vT=|iynJDdv5u-JbWNH=Y00-UJIv;kVvH&4E5 zvWWHq1psm(F#un=_`OkZ`c}+dWAB}1-P-n!GvM|ffSd?%HQO%jrFfk@+DTZecZd*-m?IYVOQrdL}7mZ?IQ&k$@inFa_D*Qx_Fp zGzhkm(2kIWq~AA_7vm7Ee$l#@ZRWvd2+$ZsE5!S*AxWASpj<2+ChM;njVWp>H72S& z6OjG=DlygWaR2XU-Zek`OQ^b+v0oYf9)INV&i4(n$&-Ca#^*Fp2?8As_$fCiF+hXS zAd{CI&jl$y%s|OR4EE10{>1)xdUoZwYY&RKcgyP zx!rqg@vX|oJiM*FJMP2viZf6T-$#u?Yw=KevFP#f;=4fg)NCTBWwNj|GQD!S=+=pI zBTVr-PESF4%m$8@KwL{Cgf2W@q%93*URu6PLczgxG+l;X%LZ|tiu)lCBdioP~ngb)hrBR zO|)N}?g{A!to#ecd?5DJ{8Y7)c^ypL8^M13XICjfZ{O3_lslHZ=U(A@!_@O{W3}HG zo>EMgEB+Z!LI09+HK2>zry)^*h3MdBZTaN)0XAwDFp?%GJ#+-ZAbTlJ&Q?husGgZAhrRe5;lE^#Gc4#R7wAG#ABSVgEeTcXpKKsWC znCC9qc45t2T-?xAlp&37>SZ7kY=i7XoR*N*qX|!*YK{E1uts8KuVI*5jk12}3`LZQ zjUa-;pmlpe5OWi_=H(<^;*jU4n)ll>TSWQ1* z;k_s}aJ)R(#4ldj;Y#J-ry`X2@tX&LxfYWkX*`jT7tXm;9r58KAKkMCRdti_`6fG- z?$o5Nk;{Ojesj;W9{(_O%{6l?ViK;Et;j#M>|XjC4^7=c4DTjHsI4Ao5~Gssw{aU` zmu@OFmOgb$4l^Xn*)~CQf22JtFu^pvZhE=d3Gl>Gub}7o(Tg1>VfGPc-3S{XOFJEN zs_C(yBh^`Iyaz@mxs(F6^as*?nm3pu@>d{!lX%zAV?9>PyT%?%yRF8CWIx4-)0?vWx*#(E znz)2n(x3u1LwKVe$BVQ}*z!#|h;$ig&Li;Al#_LG;s$oHt$R)*5H+7)UwRKHcYQ}`$Xocly5VgC|2x7e(p*IAKGt}>O8qTDN~b= zg4v&+Pg@jw-O_r+>k?W5(5deT2{qIlOw=#j=ZmCND5p&kzYW8Xy3YyMNnNv%Gn>&} z4epO347bO*kbBrE|M)f%g3H6>roA(I)x5t0ImvEM*+ow8XlzAv_qndd8V%5&y0h5d zxC&3xu-g{KPTC?%cF@dt)*2$eD<^J~DEn119}XO8=7*YsW+-3U7L!;}0j3SMYR8ZAHE{|6J6 z_CwWW!+-_6NY-B~UpM14x1_y-4ZoICopkBgWpEUx&T;%_Q!?drSk_iZH)`_5^oF$4 zlc(pql~xB`fjn&vRLr=F()F`E+6T%?H>}uJI!_)uq!xZRo}ROCo9U5>j4DNTlOI)* z`Ej}Lu}Ex`cL;*H?J51qvu&kheaXu{dO^#`XKC8^hY^)uF)y61>4?i{@M863-CxBv z@NAM7J0j8_=&CEIT#^pDSsrLm6Tkj;7MD}e0&5Ctw0cZihU9V)50vZ!GUW0=vcn#= zGajBIHU$=+oUKF&`I@77IcZL1iia09kS9Xdbu$~ePNDz+j+aTLFn;mG>iJma$(|^w zY1ggd$z@{e*pSAdbZNpy*biYZoS!i2d7AxNM&`)+Cc*q)8!6fxb6%BGmLSxw*pGPwbC(BcX#b zO%T{pc>dpgD*k37 zBzRt*aSfKu>?m%de#q5^m%y%10_MvkCF-b~_BXvMJB?F1)qOpq zyqIU9^8VPWrIwj+?g{ahNL%A9wer5`lrulP)$UJlrqe)J3;;)KTZpDE>lYu&?=Y8j zfBj^$D&&1~;qPNgan+1@i0z$(_aY~8+{|SG?onTvk@$(rC$1($(E2(JZ<{@4E&hUT zgLJ4qS6AfBMW`-YZ&i)$?Mm#8s)dU&cm+sUz7pTxfr=A({BajpA1iBD;W+z+bo|8( zZC8DLL5`O9z?+UZbCRSkTNj3R-=w#;<4FAc96Wc^+WNRkyRW-sz=XoN^_)SGkFd@f zVR*x}OI{$Al2rVp&%%vxkXp!McUYmREldIlW={n&gQoT+mU{12;+K4iTNaRU9s5Shi z_6xsA?Q274gkNht`O30b6=LQ|nc;($-!yM*Y3eJkF0Xpn&%7s;P7OI!5BKJjz72aw zL1@Jzck8m&JK|hFoMus|(Cd7F%_B&HZe?-(_e+R`c8SBhO!OBw-TiBJ_WE^mtHfBn z4RHmIk~aHSnGpk=74tsLH8X8*nY9nr2@E(h$G(6?ZM|r@;h@tT=$Mb1nDzLD96yJX z3fm?jjGzp0?ck5UHbpFvny$Pp)OLG7Y*Uv@H6mibTb>i8DbJVxS;gJ^@KLHlH=Nrt zMxt32JBC=p_xOnNC2k!Eo0jkel{Qo&Y=s_!{u6*+D?0%ELJf9BJnixc!DY_2U$$Y7fs zPrW$F=22+IwlueRt_e`}M1HH(P<&CrffeVV#wwuT9BSo}n%_b%kt@s3C$LO>tXEp0H z9>#X$@Uv<`*4UBX54C#8KPrF^xX*?poQ7dN#!pXsvVGSdGsNs7{CT?g^#G?ovL zNgTFvzq0mi1Rv5^R+7BLorPmBTPAVJ-=~a=wf0ra+k6er?Hf^T5sT4}+0`|j5!7?} zv#xpQ!paHj#=fb&f?|!Z5489}hrA}+_>>`rCqgg=1VHZFW=IB z-??wSOZKy}A*={tku&jxmMwhlV3x)`8ZNYK`xOl)$vm#9#?PT`rsE^a2FdLvr=Gh`92D8`O$+* zbAMR0{NI7FMfW4tEEFu9ob+sfk%eBo6i%0j)Vkr8GRsX9`({5n_B(DDSOeGBFhrfE zI)Xk0ic36=J?YB)HcHQc9>Pv(e{YN>V4fvbe*QcuA(wnq5;uBW{DBPSg5obFB->%@ zu|6GJXByA3w`bREK&XuBdi-$Ww^eMTL?(8B!Sg}G*;Y(5>Za{=Xmw0eo903v%JziN_Dlb%1q|fx@z@nT3J8dlS^!l`OctCb~~sit2lLZ(QE+EM$OWR@YS<`Wy$^QD>cAyzSDQ zl|?8zj|*DPd?uKM9Atiz%w{5O@)^Hc5p1bFM|ZcRU8-071=b5zQC&1EBw zGiR6+MaR>d{;GZEAX2OjO{H#$sLWTIDm_TU?mGiD8cZC~x`V8ED$E2eqjrNZ?$*<( zZeN2+g*U%23R~tku-EiF?QQkEIASz>d663Ni&Jn7^FxU1=@Bf4Nxrm$v_4uwVQaV2 zRyUCf)PP(gF%V!J>CcJNJdjUe#2SuaUBuw`%Cz5HsFf@x`%SwXIZZt%Mqt_}1@zx< zhtN|W_aXB-`mS9_U7BpYzG&M;8nxSaUt9_XFz5Ukit!6*E-$>y=j>eh8-%!EYiN4 zuLm0)OTRj5kkd0rO*Yu8dPQwh1!FbKGRiNBnEeTu#Pk+$5j?y#MY|W$4kOjFTy;%F z@z5Vf!T-7Y32pI3(&XI&Co|FYYF)K-vSxmVR<+!^w%W_D0aK&djM^N973=>vS&lnA zcD6~pOj?%`y%skfI$IY_AKY)YhgqNL9G~<&eeD0FgROa*^lDayxp1Ei0(H-oSt{-r z!I_NP9p|PWljyt}@nu^1!UxA#lLR9=j*K4l?|1{#-{)BC%;w0Cx9 zdd=v_uCt}wV=cNJXJe+dvF|BsVD7l?mc(uKXJ)wk+-BW(7uW5Vf#QI+r-lP;J4Y@U z;V&$<;*Y7g^qg|SW)S#p&6f%Tu`Rgxy0?oBs1{#{`Mp!1s%sV4qw+o(jldFENMrPa z(?;P;HM|`Ztq#lGzyA6o4MLAS%`*NA97X9HlBbhTlLwBk z-#~M))YtzFu^5+B{nWPT3SU>Sm2#VD*JpOOlS3{B(TQNhXr^2;-@h(%m7)|*X6wh} z!>Vp%6g$}IEOOf}>gn~1F19i^fbN|Nuy)z5yXj1B*y=Q%wmcdwR3C z|5xH?SWf9@X20$;G@`Py%s%tVQ>?2}5iL}nW#S-t0}f%83cAzO4CS8&fhBFc@&}9o z$NPD00NluZYi;ZFEdWpS`p2`S$a@(%1*Y{jSIS2<=SWmP0&tnLpnNCt=%@ww*L%_N zri;MIWQNr>8bjvY4+@1wm@B)A3V9f?qa7JvX~MTfQ#nniVD9wkU3uteD3eS^b=$(;3moYd z!${0XsLH)FpxI0a$_K}PvG1G?R&m5|?{^vE`$376o{b$j`84cj3CPNKqoF73*mv~F zkOz>QoR8Gc2y;31hVP#E+1bfNe!m>~VXm}IiB6xfCTC z9{5QsZvI~9qP2#lNA;BOv%Q&(qT;ewuU;WN>eAdshm}Tn$WQef@J>!n&@nMPXDiJ< zr|#&C=jP=hzb#M>RxXh8^c1ul&Itee*E!bge19%5lB)?_x0ED2Jlu09KRNB@+jCl* ze8C%1Je#}M>(@^E+1b^?8LaH}z>i^|h{*Xgg0NW+?DoB5R+Fc`&TQ2n`Dq0yFV~<|T8y!poT4$EKL#`;X_N zp<^$FknxjscWv?T8PEKrkdV2XcZ-VFaTQzql3*T1yJ@}UB)?#vKmULX7?SVE7+Y8_L{vfA~ z9(p!53}N^EjsfoWD3)w*f}{2a-)g@$%gQ4^_#E)zY-;1qoR7{Iu97bEMoZPw|1AKn zrhS!qet0l0*l|iV4NX7~fIpi-jtjA*LuCrtIHN>c{kvRwX?ZSx8g;Rf8u>PaWv##X z1^^zHl5X0U4)BqMGLYOeK2UPNpM}!ZB0cKp#)&8b8@@i?@~x*zQpuG^|W zhn_=gFh^MfQhCc?OacOe3fnn8?NUwe+ml|^;;HS40^IS5iIaJo@{h<7zLI!FGk0&u z^ji-dJmu(8+Bfeq!Md+penz(Uf{6_Y%=*q@LR8w?lCzg;`r+%C9Pco7zA3oti&lu1 z?PrfN_oyqk=MaJ|d)CbXo$sO>CRnpaj23V~Ko2$8U<`bRc^ZW!e9@1jTCk1R^711c zD91tv#;YKJZa&qLSz{h~EoUho)Kfr5N2hOOq!$d%rG?W^qOwtB{zK_6pn!nGaun#; zcywi$^~MD2bIIxIrro5BeUp@@Z1d3_@KB=Wou=B&;$7geM%@I;k?p2Bk2u!zfi;L6p@@DbJ zB`7>$U}O}Hd9AEm=7wWsBrScw3nPg{A&ErXEt>N^Kbi3C*R)z%F`VM?`4Ir$K5Vlg z{5X`#4}Ws`)x10#pum^kb;rnS0 zAN-u8nN55f!P%=InCm~!bpLt+9dv#K7?yji5D*gjEHUNWK65l~yll9O+dZiCfdsE0 zF5ZQ<@LK|k=6tEmRD)b)STJDL``w`936|bzM*~fYs4f-Z?eL1+$-=S-Q1UQ?2Wm{& zgJdx?_Ehj@E{i89)?T+?|wPo=dajSE09buB($U5SzxC+@qNvp#p%5{;Gae)3FDm0(_~xu z(8DH0yvgS|IfUi<;3303D8GXYRJ=rHHRprvlO0Y7Tt$MJGJ|~xSH*rv`Ciw1gw(OQ zX%2c*OwM+v4(*uZF+i)1{Oi{cATKYk!E7<$`|=R|#D>whz+Y`qihAZLJOG+_e~uhZd{Wqz8#TkVA7eGF!K3hdq4K z5T4Rsy`@$LSq)7uzQYK;o}#+J-b+YHm+}Koxw+*&eG&o_3lc^s4t{*j%)|zZ@W+3D z*5=-4BSyp@qFTK!)~EFxWI$kMev^g_Y)=)F_QcZ0>Qq~r>`j->HaIc<0c{=q@hps> zmke3fN)=ZaJh$>XVhw;8XQ$IGJXF-hMXahBZ9}WTi zH>RI%N?vaoSf)es6HSwZa${h|VY12L1+fs8L6H7stU8bi{C)tii*Trap5% zrG45X@KrK3jxlyifZudd$%eW_RKY zUqeiQ?Q$4Px0jvgnSkZPe1?eG9S8;B$`pfqsYK$Ce;0}cCs<4^B5m$g@Jk-#q$lZM zz@0`R2LKz7yui%YzD=D^sGb56SU34j9k}nQ_Axu0d5B4b&$l9q|H42cHtAtg}VOis%e!!sIjj#ES233?&lw~&_wJ2L0;9WmF(Jr72lK$oa|H!y1Snp~ok z1L~P{xbm%FKrcsfl1h218n&2<%B%p%$!$!Z+_fDb7-+A!Ne=t5Mh0ASSP_H?=JM{5X_h-s^CiCNz{V{aWIp%!T&_djKoOPzC{Hd~-5yk9|A2Iv{Ac~If^eI`() zg6`h=<7&$XP?yc^T$cz&Ec4khmb2B*svTZ?2y3BM7^I+r5Q!XC?GFt`97h-%%_yAiq2=kL)*2&# z{cJaCA)TvK4+Jv+E`Gk%ytj2#T=UfGs=n_NmIWccnjJVXYC{z8GuMYhQH$;!zQ~)8 zRu+2$fbKrdh5Gw1#z<`ill_58cGbQMvXC)((=7Kn}8+BRTFt>QZwr6OR#Lzu%mqH z4u$~kQ)AfPtSdp4<)vLcjO(;$P@!%5`0%A492dVo7L0Lj8-oknBxtXmVV*|J{P%{a zZ!jcBoPCJks4L$3fW5Hd(;(7P_WRC}W|x!p%mUphp~?Wd)iK(O^;(Tkr>aT6X1esZ zSqTtZX(zJ_!47^+)ixiDBEBCyL{G=dfF4(vr?7TmulyGAWdX_%RHYmUi4 z9ClYeUOTViliQcTk1$|_2_4Bf8e0z~@4I9fvE=zyT7_^gJUsH@Cpa|pP)D`;58i@4 ztjyT74yG7j<=&Jay4tDZgY(N`J3k*twLH)CO2tz`Dqb~Q$*MM9s z^-gP#^?470bx)@!ubwLmQY?`>tcZ|_u3N_@rh}#;u&%5*VtQ`+d5s7K&d$_X5}S>G zi3W8XpNiQ``B9s(^1$VpAqIxOpu&6i#wwbC=jT*D_qdCKn(nvh6|jd)IZy`qCjzmw z0GdTfYqIu-{abbcp6ZITn&R5HDnHPW^Fbp5wOyGx-o!Z65rDr1zI+Qj8OH`)9G6+6 zXj54{Os#)vDbXa@l1&y)2yR=1>-!Hb>O`c7A2k;Hdpc|{1HV3)N=)~|VG}@M(N&I% zj~@=k10@@jjEcSt2`OjX+M_%aGi;+RkJlJCX74bI{8LNAnJYw*BLV0D#h+O!W!k#$ zXZ`WhfW0wxN7{GT5xP$tX7aghC~g667x5hdop>)(cp0xrijevstN7UfBt^IX6G)te z4euGDg$^aXM>l^#7sU1=7qa4mC~RdpYkZXed{=sNXK_zaZBKnY4MIh6v|Mu{&s%c7 z3s{2>GE0So>N?6;t3vf_a9yzDZAg<%*VU`(on7O}Ln6no4M+xNo!+xwr=O@$Jb2JR zhJ$=hw(;))qf=gQc zJeZmPe1=TweNk0oa~}=O3L)6jFPS1bc0n1-GW|%=hm5_H=Uq5Cv(?@7^rYw##XD~3 z%q5HtINi%}cn9|D6!}OaO#y8q^%)&)E>Yyf$Pn?PVMN2s%-W3TM?uYZ{-E%%cJMsa zQ6P77^rr};{q2$E;*Fb7m10qjdY|LW6N8GK&%7yoUl{|%85p=hymrWA7*)%J0HA9~ z)n)KL$qeC$*%55;jkl;cCH!+hi9#`S4$)TL$T9@P%-Hb$_$FxcoUwi1mK#HGYM`Um zmh`>#ieS_(1xf)Ra=o$q$wrPOQO|LvDzjm$*nqXPCKoI=kDvy4{vPQ{x!MsRqino) z%}2!aCLeXx9@%!*ZRFzt`eWQQe&Vidk7FWf9dpLW@RtNkKxsT+xyuM|- zBkF0Z!^w7d38@|m&vG((q@Rz*g!y_$JSAx&bV1b7>~};EcU~R|B?r((K|`K4RCeaa zavI$Q?{Wke_BwT)fx)YicjEU`4gM;8 z9Mj3_g(P0ZNm$BVvxz(!2#cj>>Q;I-+8$cEc3;8pAUM?xvQA*FpLJ?!=%mI&t@?_I z1!}Z>QT%v$dC_rjEaTQ? zK+jH96+v)tFaW>2ymV<{0BydfEQm7ljxqusL>a)-oJUXq(*Uik4IZ`^LPqnonPk8p z${{@DpYPjk*`K--r91`T|Es;X4(saQ{slKF0@5udC@KgNf=EfLh=53mGy)1pcS}e~ zsR)QPNSAbXD5Z3#2-1k~0SWKgo^$UxcjnA*W}dn8%s+D;p96e>&;GFY`@P<4y<#mZ zzLbK8pHo02Ckf&g97(kisXM z#dPs5^%u~+p$osEzad-D^z!VV8a$^=N+oo2R33gTh!w0B2)*$@(pH#pWA-X1=gQ>O zWO*V&ioiZ98X7hZju%r+j_9op5omMQJRRFl$OWPzj*-!Zr|hp+n0T*-l?lYHU%Di~ zuCx^Ye78eq_fM+yU=YE59HhF#-%zt0D-Q4dY2s`7_{kM@ZVQrG(eAvZ55C00`z<58t_h2y5R^_RKcc!n+@ zji5;|4i1B#3_ z;rZz#IxxyPiK`eEr!^Zn_Z`)(r#=RLp!c`kQ^wg7v6*O{PY%=`8yf7$n`+O8#M<8q zuto{_eS9!p!8y@(lkfV2n^?#Np({rVfJ>fJFNK1^3t%()JY-;gVN?R$^N`~K$%qmj z>#4mQN>GB4& zMGd?O*ti#2A0YRqRNh%Mhf`)Ct*@9;-r4_opzyF_&1fdt_r_W;qM^JOH1rgJ($sFt zj^Y98W$MBm^&Ra1oe{dm9bNqJpsX9;78k2nyrD|gsTP*PqNC zaO~M`7eu^$&dw$hUs)-PxmP$M!|}Q*siU=ZwroTXOiN73U!U;W%u0fFssDIQq@kvs1H?_v#)h}rarH%# z_equ9P3K2#P;I@JI6ocOhMl#c5JsZTE~Yh={NT2f=A8`cXqp<#gbPVWDAz2N4{sPn zu}I%`2r(k(6iAub)yjVZEZk8IF7WqnujCfaM{DXeC5pR80v?uISkDj_7suQo{A3n@aInT6#JA@Yi(6y-=+M9ol1gf3ZSGM0}Cb|(`pLStKv0oH91Xx(^ z&Ye4Vy=sMmbsJAomy29BIkDKIAN-gsn7fP-)^+^4SXU+g^0w93?+5+3kvs*zy#?=B zVBgL4$IbEOCwh+!2RNB$_#JWCK_@^+IpeL{B~N8j-Ai2C{mfNpaB_4IE9T0N%))(Z z9WS%kZa-^n@affsjRo*!1+Es<^d29fun7*Sn2-Br-ALWD(IP|Ur9?hs{11w8*oe!? z!BVlywvpvjH8ng1Yt?uhXdB~wF4`yf_KTi52WQIRvXxt&fPaH1)W|s;%U!wL195@; z8!uAe4t?WGgcQl3Z!8wcclXp~Ge69+B>APcAE-Qi*f@|)ppoP)Y``BE86O{dKTY1% zl10#*%4u_Yz4+Pkmz0eT2#uXRJtzj!>vnQ-d|1O0=KJ6i%*u7NH8B-pppH>zCr|BGMi==^fa-azcg(uBDs1Hs|yzlf`V!+ho%4fb2a)sV&l@bXhgI&+ zhfYmgx0(!^YY7}VtS&0zbyyiZovT^c4p91dx{%5O1pQOP3XSvH7ua)%2$kO%I`kkL z{hf%)=lTQ(JO=KzIjTr?wK;Q{^it$S)$AQX@?*EcsQp>S|J$tg6#^UIP+WV;M?oUg>X?aN=m=elpJU;p|jVmT49|| zNpq9xoE#3&+*Sw=#^kWFUc!#UduT%_S)~1SIWARoZymBwl1v*ti<-m;u%kc{eNExU z_^rVTJ=;s=%vVn@Q%j{6C*&K_3j^Fzy_Dzj)OB zz%k4A)xw7GQ!E~2U%!5>oO^LrJ8S597-S!vGZ&`=+p)3|6~AWau8);2^`B#-GtXdz z^db(=WO+m_LuaqK3*JF>F{(=DvLe8nCOz)yCCYg z0)4PnCY=x0D;D-9tPAb+bqo3Eh{LR|4z=H5JxT6Vf2x~AAVn7WfQ{zCMnBKDD_3*k zrFmp%M_Qw%Ewp)Yl`5?bz-6YQN-?1UzGp?T zWZCLA3=%(a^;iUzMEgYDE<=>*b5x!_JCGi#H!Z(0`P#jbgcqDi7Yp%y)Ya9q^70&R z-n5;^opxC`b9AtjH0=@JXxvG&nN|bK&TSgdseakWw9H3Vc~f&GZ+xQQR3W2hD==rn zd-?qQj3Ab5?kje-*i~cjTkdR|BQ8CHBeNxa5;&}TUnA)FunX&da~4#6XFy$^(;m5v zY_L@~!siKz6u8=uqPy%Ch(dbfwyf>qjqqP2Qe-x3zp4a$BpqpZ$>6Ro{Gs?Ib+6#F zvaGCwklq=@8EkqeMTKk~V`kWeglH}*y>B#2@_f-2O6$Ipj~&R0M9a-D1SttSRbvYU zA_0mo(zDtluyAuqZ16bj>-_BMF3&uc4;aGAIGTL+Rs;7Faiie#9mvn#V=2nY_H^fB z8Gx&{xw-Y~76eJk5nX4dZ+182!x@7qFDkj9S2%adCW!u~zq5mLhSN(5vz^3<^ei#} z?tT`$`1H(dI(}(YJQwn-P2mDXd`s}XTOqSHLf$qy517pmfQ^XYCXJR^XkO8; zX9P3l{zAk}UaLuAWZunNM7QhB*{AkDF(DYKC?AE;g#x3`OQI*F$e_XvsMWDbyA=(d zis|d(CHD=sP$SGg=M-m`yhVfJZz{IDzPV}r6_c-rA5IT#w9NJ3Zqf4S1fdH%LBz2+ zh@3t0)hletZhR7kYn}1d)WS+EfX+}Fmfwi9HXkQ82p&9Bd$Z!e4EuUI?n_w)oLIAK zX_Ngw1)lG`RNprWjmvYUjH|HuM+MFar~coo9q96HS5Yb{KsZy#)o_BT2*!# z?uW1swtlY`{(UZL*c@#1ko3G!5b)`<#}1MuY}ZcB-F?E2-3a(fs!Us4V;Iw^+aqxfWSz;^DCb9b_WS_@1aNGaoqD;Cl$00Bu0IA1C^6@M^{W{W3kS&rG8(GM!?7% z4u>tz$?1_?3VAw6`Ek&_tf`VIIAfGwj>~i5G1kc1F7#2A>$3*aOXb~ZhA`- zcBKTUZvxu~`!ycu`-9P{&D~>{-v&L z9mU44PdQM&<$g45*;OXYNFsK!zi?YgNnS;TtlHs+uUVpNyRm#OD*>9-%r7jEQ&IUB z8+Wh?2n;NUUAS-|R>YChL4*k^3qJerif>{nKK^7kah->=4&;le{hX$0y=K&r@6rv{ z)C82VFY{D1syy{m9NzjUsA@AFyY`Ltk>*}_ zE@%He&HFfP!R)amm8VxXe(Zrp!D~-dy9D2@zysQv553wBxk*TOx1!}_B{_N)pj0KK zS~^Z+CMd^gvo^|ST}%Csyr5>YKD1)S>+C5~=GM@w^+8~WJ#AgL`}Qyv{VbIBYCEI` zfu*I_Q1`u{Ahl`9m}mEYrh5y^N)todjZJWWEUgUe z#F3fWMbNVZ_MDrY+r(VU33cuLm~iPz39D>c%os6Dd;^7|TK9D`QTDosFoto+(^hJPB12eCzoZLatkQz(jRlJc* zWtJ;iMaZLaODPQv8c2bBhjKO3tY_+%Cn~Ob0S&{^(DC73ybT0hgZb9r<-u%9E7*rG z&t4~aRAGh3dNNxFDVEDxaR>S%$=-iX_SZ`K&;)0(D+UK4VHOLD=F*&RA-&lO5yECJ zfObB=V!9cu#bJ|^lN=Raxi~|R5{tK1E)*Y?LZ`}fjo!Tl6)_Yh>$ABehrE)g0dHC zseL<( zY&<;vI>1rSwVa%s%l9}lC=lI!)9DW5+2mgogF@> zH7$(Ae;~ApnM4LXyMgXL7t_U-UDAvd}E_^iTMRTSZ0T;4mF1g8@}d~j!~(OrqY z)~>#~@^0g`)Smw019^d$>SllXbakwnFrvy>2w;ae$XhFs=`6=^qI;$uQ5?NT$2T?i zlwU!K=xSVpMb^~uvv$sAfHSGFy(Dp({P00&d9UCl8PENGw z2nr%VJ3GvHVwg^TuU_p=5FJ_AwHPUA1E#*%X#PD@9s4HFxiQFy%?H`OqEtA0kFWQ-uZ9C!p6Xmnl2%iZTlQx!v}Sf`s!I5c{tF-u+ByVY z47nx}hMs|g0V}s9xPINy#lxsjy8}Xo*tPnLZtbf!e=2@-Ub)iIFg@|oFrl?Cwvm|i zz5xYp<1l}h{ctKFer@T|w*lpwVL)xx_IjqIq=0hAx6MdON9Vo!VP=vSVaeFbK8Zu( zbLWgmM<%Qr!qDaJxyd)i_Y0|nYi2eE^gElbX1%1x1)e+Kx5BFL;F;jtZp)^=N zhgU;=eX%1(sHvzbF%ZMhejCOOQ&zX`+zIZ`=MdzEP%oeM)wAo>LAy$_Pr+b1ll(KfU^XkXzDiDN~=@Ra*RPW7_A!T;iWyR=^2cMCImAOzc|&lSJbD)mO0Z$)4nyk}W;sj9$XM5vPcsIWT6qIWp{e0cZbkvta=i zX)9FnFX;tLS^4$N!iBG3a?GXd{xa;gobI?W>Ckv9aHs3kJ=vBct@;m4dXN zI~h(t^`m-2pJT}z_w0+S>t6Po<4^z@Sq3ZZ?@~&w0k1BeBj&MEdt%npD_7Mre<{$ds@uOK;U^>$avaTu5vvU_lI8 zqS!oY>NXVDA*pHIb~`PiquMdrAb<+~ToQy|8oIji0D;_OWIwyt=hSFvpQ`UJ{yoCl zqscx&BLHZ$wt|3#NV+k*hM?dq>ZnhxR$BU#wZ9Vj{}w1HgcTL_JT;YV)KW+hx)*^A z5$%Ce?|E1Rr^qC1qFAA4+WEyt-^BG!BMC~Gw;F1tQ?>|HYpIKFPrI#hPujGcsRRh= zORnZsvHe-U%HzF>?QVfS=qm%l7F*1eGb(YU6SAcH+|^ZVx2W)>Y{+jdhWpVAxVBMu zEMMh(2-n{f2#QOL`J+DQYGWW26v6(=CRK|ub18pA|IUc14&}ZFh?~=`zBcoR)~JO% zp1I7f!F0)=xUppySBKWwI&k%rGlJAs@~3I!x6IoSy?sXBaWZwYz}?SV{^~MAnD-g- zzQac68oteVhxeDVWx=3x;X3IHZP$}O8B{;t9$rv{o)RUdJ!tnERMuB&F+u{^h%6w8 zP%x0bdGp2qFfkOV;5F^0tA#(Z-pVSTgVLNQ$u<#+)kM#|hyE`@^v8FW`Z{Dt#r>C` z*ea?&d`M5jqoc*OzPhQ%K?!NeOL=w&kpySu!~}c~F%m?@YtvAt;ujeS?Hl8hedfxY zR|R_R@fW?u1C_5QHNKe()^bR2=J;{jlxOP2P$1!UcY1xS5P$a9Lgk003_$jvw#ya^ zhp_3Nh75p5HAf#WfY``y)w3?8Kcou;(gP+mFIOo;F`4S5N_zVP5+3CTxS+3_i>aa& zT8W^N$)Jv@tL_!QdgmzQ_t{Kbpz=Pz{D^g1QP?;cJlLrg%G zUfYnAR3<^=qPd;En}v?Vg1)8rMVz=9yw(%7suSEyv_WarX*PA{SN!Pc`qfUlTjj z+^JR889IycN+3aEMgGA`{^WvH7{PLLBWytBo=JhWe^i2snxWj&4B^$%;zhMyIgy!d zqs?BlsO-E<-RD|AH4Hg$(Z<%($JKu&CA2!PxeHkOneW_RN_-}S+Kl%?JD^(L`UWoN z>PMorzs>OToNU)-V)giz#BS*pFh}~-T@1T)sbqGW%ROlXZC&Tl#)Xv(5SG68aR66g zErpL3PljpJV@Qf1Q+SuX(H;r)wG!kTfi0JTK0L?QTw@}g{?h0^O61~btG5iVipLmd za}wOMHVAG9)R4sEG0PC zZfiVGo1{kM&sUi>bNHVUd}0#X9z>!p!;+ z)mHy!Vgyzp6M3ffJ`3e~^EGfyN+2N1p@kq`S$o|q209KI{8YGB44T*OMDYpZi5Pt^ zwCR))G*5ClSd7^QY|(WA0Gu~iFPHrni z1c;4=0tK5i!%W5%&_7R>d6E~7uw~d&weuZ9Up}mE3k$3f#vNzVuV$G8KZ=tW8i(*K z2hS&0rqUr_M5Sh~SPwClA-SQF*PjjBftMUK>`g|_V6knjGiFFSe%-q2S7du)5?M0M z3@vqp3m+q*4$D5ChkHXc-hGMU0BZZe8|GDu4&i!^TvBaMDOKgf8mOgjgui|?PIvs< z4p@H}F{*Pb8-m!K^l2jJWCuzc9?~5_#_oC<QBqi=8sMte&VtR{0j3I@K1 zX*_k5t=I{3Qk;{XaTr1awBZwfp##>RnLo!Y^~ZaUel35+0TH5OA<=s{DbV%hRKxTK zuI9Stj-Y*vP&5>Ml=H<8vI8pV+UyjMc?O-#9v| zWjS7Y8qN0DBgA|y3hQV_^xU~=u4ws8*SQ-*(W&#LijTN}*uaG%yh@?uygcspiHT2( z{LW6>7*AKYp&=*w9neCIc_QYj{&d#OeeeCbQ(`;a0@GH^g1(ykK1k&I_b;J_PX$r`t#C#x z#9@7$Iw~q^$>qY(d=VCdxIdtwarg0%<;mW|3kK%Zwogtmb_=9rO``mH(YX?W;HV~G zYa4$NiJZ&0tCmp6#ZzI>mMC^qxk?3g?u~URPP_u<*xBgvI|9#xgE}#gu;_Vg%T0P6 zu0seCF0|(r+7jQ?pnkC*Ap)2iF^k0eKaEQkzx*0~E$MEF`OMqdV&9Ia{H~klrmb)> z{dk5>%+b->A>vE`!U~i!7iP(L{MOUT?Yf@*RY?g;l8ZTcB%tx3{qwN;OiPk}*hR1D z2~xOt|bqde=RXn=HdM+tJekH zz@pV|+y~9hWQFGrz7IkM4VZorz2ZCeeVlFH_ebhCT3iwc99GZp~E`XD-2@1pJ z6`KYgaCZ__%NtI|ZY&QHx8=a(01+uN6_diBpWIJf_G1|G%vHIx1#;De??8@;Vq>@=pF#XQ-b7soDI0#!FYlAK>MCPVJ7I3Wz*A$ORPw|^qB$VvDu&X0?74;dwt9N zOXCN~^2{fNchC)hLU}075h3xr(^wy%-|bmH(&{7t1Ex@5dkYH5VR~c_NKqVo;zl$i zqunZf=(gY~VC&X|46&dDQSI-Q+{%sWRV1jTmxNK+2mY)E(8^KbG-|9FBnsmQ%jQdd zbItSmss{RWT1=4Cl2gjQv9|wxO2 zT>IE1<|~fa2s5J0;WoUTdAOHF+WAFVR|rT7Zg##0R2AiIQ81Pa7fauBmwE%NAc!Q` zOv0JPL*fL?j3Axf7#Ur6THfs`k(6eIc@`meR)4e~x=_d(J?6EdkMkcoMU)cR#rhfx zI%XKC#ay~Xt;Zs-AWLQA`$p<^&5a(jO-~8=2Gp;-O`UQDL6d!`$ktl^bHJAB{T^or({<;|1vBL z)v$*%iM{|#MriXCA!w5yWpn1@1aR0MfBV3b`Tbu1XGS<7(T#_$Szu~0EaUdO-ZP++=0<8IXZ_iKyFl)`A6{(39_ z2L6Bb9IcI~pGYun1PPe`1LUOI`&xB7F9A%sAcB^kA3uJC;7goe{&Y3t!7-Yf?i^0& z^Wuyun8c_xUPi!fmyq^InHJbK@`IcBKKX;$s>Q5NzPTCbmsOWK<#H8uY^* zX}SPkTN|TaJD4CQ7pdRab<0WVr108nhEQzVRy zD4hbxD~9iC-7gBX3n-{PNWlw3aQd{AxjARIX~|(MY*M2?C&yZ4=F}Q_TF=2Bh!(*0 z`{?u~S#J4%wC=q&j3zT^ECBQ`+rEL70EPKb{RK)LB0!##pFJCzaW@8q5l}eT4YLvU zY@*x{vPW>C0(lU^RnQ3D73hj;)9VBZqUBvTx-fY-$2L8IiDWYuIy%`KAf82e_Y|4H zdHp}XX<<$9KKa7x0g-Iu`2UUpOuNgI?(bds9)mRtC;t{SI!y(p13hePpt_h(bl+$~ zQBnjvWv3A6xa(HS^Dn;^AM;`KU%%E=$NNu4#f^{oT_+)j2|5bvA2}n;0w^G8ecGUy zBt_`1Jt0GTx}x_La0u&ijPC!yJa3{a?Cw?q`axF74q`Oqx3v$q!?0c#Q#LP$s` z77o30|94&~z^S#146t6xryah1{dys~PX?aE;Hx8kgb}1BAY~FOXOi%s0|gG^^KU+< z@eI(kiKip`+qt)>N4w4zw_&^{I!OVEG08t`=NP^fJ zAYB)56n@QrbR7!p1pt|D{nMf(2_7((o6LYhGy`6ID!%8%KXIfp?@*px_FLi6M`B_m zPpcT4h~|obV~ag1PLiY zVci}BO7;=c^W!FY{5%ajhd=kDas)w@0*t~oh`z@*9zF?U5GaslP%cM1BZeC)q>H?;;+qGVpgIv}(@J*GRO(@-Zktc{Y#U$@3bET?PfA>EO&w9Gq< zh5QZzAY|taCK4#E6-5d&#(Z{mcSrP%p>y+S`Ljp)o(Bg9V8JK1 zAYGX1KrPoI2_zu4D%kN9WHsKjtl5u#DbdD`_NyiYX82D2lYHtrebqWA4xk|OAr zN5Zx=A;touET0xN)da8VAD^JM!&9@P9wZbTv=dY#R8PP#WZ-jF zeIAKP@A*4I@mV4(feitPvx>3(xPkMyq5Y_VV@TgKl6aS^Q#yxhN;MrqKWux}5wdgw z=}3M8?TlehBGo~cf-llONPG)^je&Dg?swPp4zuaIo6l(1Hk|Gzwaph*`dtfc!H#eF zUYvg}9aAilw~<^}R$2FFJy!HdL1FyYzeC`DJ|M|#VImt%aN=v3|J+DGHu;biV@#m( z`OO#3vW>h@>4L4@4g}F+(oh@aRI%c^m61`R- z_mD}0fXw5V@A$21fxkk5uk;5W_@~1WsL0``!%(~21UV0ltj$28|z9nv;`guS&Qa;MN!p^i=0_hoZHimulGjAo!X0)ntp6s zKQt+%U`g86;dwpcN`kQ;G5&Ed#+(bk5UH7!a{tL>#L&-`CC(~ByRoXkL$1dmD?FM3 z@*Zm!i zDQ1aK!4+|HeWxaRiA^W5UaBs5<*7dr=a=0z@i%wsy3?fR35!&;DBtyUx%xP#VJU+l z?^zY|%lY*cbSmaNa@h|()~McZ^s(ZZHGQ7dp6ETAJeNbZU93&KCOtHNVqn7i#?FhI zybSk5nLX9*G{|cVXw6PeD+%NFx&Qc1#%LqVRAx#%%$Up*wi8v|Vm_ra6{uQXU>cLH zyQPFl*2tDCQYF47J(OZpl$t}LJvsHn%pt$ZjB|L|DA)C>W5Uq;9=aUD0Qr=s(GNK; z+YoEuC1GyhN--*rFx+GzPXK#xs!;oU(X86R)L-=Hd?KOurcV+!N$4ZVW7w!9_H(cRvY#C=Yqg z66FmZ-*4;?734#|P9)@x?S6@Fh=bc=g)nESke*Cm-hXI?^fhWOVYI zBshNYD&nV`duIdRAj=_^>V1#L=@?)hJ+#o5&Z=B(h7YHLH_SuI zN$J*paTMb5zCdI>@q)HVE|10ir@6l_*&BX*r=q6rKc8b1oA*J!A&HpZx#~>5YAC-2 zy`l!?=VyyHgi2Zo8dULZK0g)h;uzOuCemIPP`=vzw4A=_|2V;gB_qtp2a@7lm^$mF zOomH$1)oZTCh<@!sN=ilH}*m{QaozBjgABAgRD|bp=@ruPV#~?w;WWirIy|gA`X## zBSc6(P9Xb)t<^pI?K=)^!<8ZtqHPhpi=39!8*%xn22Vb|Bl|!i^O1+1$&o2VBP)JT z52g?(f*CUQfel;Q`82oo42usYJsIJ7B)0VI`Km;9+7Z0>VrwRS)xuN0k8%bM%<=p& zC{l~@;ngDED7Y7`6A(K~CyOT+EEO)KT8k$qT{wJw;xje`$oISnS&pK>*YjJ%jZ9xu zWO^|=tL04lRM&(%eLZDG1>+b*81i#`DW>Zi!Gpka@cq4%^}4NWI9GB&*ZlxqLhJ17On!vUN@#aCp4Xe*K z&xD%=hpq?CO4>#Xe@gk@W56frgQT?)q_vIC_8B{mTGV-aHVe+(?!R#EVbaUW1KO$tMkDhk*Bf(w!|b-0RIeb+vTKGSbPWUD*NtXFg&r&YS3-=#b&Ig6v>-epZTkxL9;rM}*i zpoL!$WYJLHWq-6&K3`S3gdonul{l2IF78(X$S?a1RB^w9-+yGBEcwnXjC-p6LRd=z z&c-jt*YMOjmEp1BEDqaE?sYuND$-1LRku*y(>35^E>4f zRfuWyt7A)aA+yQ419*sCpQS6lD3P;t?iZtNlTh-r6sxNo@P49_0B8#Fw4Eh7y1L_y z_?TVwpz%yS{Kp#_q~S#@GlUYx{bMQshK&`lAyF00`2F|I4r;*n0zTdwb1|60fvu;w zd=0At(=au153S0D`~d>`^*emzJ{;){%U&*Sg99)$son~$+RD!9oKB~9GaVFwr8&1D z-+lMoWthg&m&upMU)L zu?wT|f2>==KlS#uL&8ta$oMigmJU_(6iuviAKZt#9i;tUAKwS6lNPYj6q$6qzy+uiJ+Jf&3jZqQdL!jqS}*(OeCi`l-?8M4u#x{7n%cgR~vwi z#lW2Dd!XZuQ)$>KVTOex`@0p8SD`{I$lG~gA`!qSDEklE!waaY6KMqe1XVYnH3$2x z@K#jvh|<1rA!rMPhtvXCfzF~)N|HDObxbct@LxctL(gw|SQee4`^W2<^o;`aVe*LN zc=>pUB(r+_F_SL;{;9t+zXHD?7QPS8g6ZWFel{<@4+l3Q*Ued>7NB3Kk@^(q<_8T z;*kjQ9wguYgtgKDwb@vQng)Pz092DEf*u%Ub zm~aFoYYO;Ipw|@)t3ExtjeEv~Kh7neA!sCL4nBnc<3n#!K{OnwTwF5J(!Pc9^8&D> zpdkckl+WHg*=IjFIkZOA32Q7MTvFqt)+p2qLqQD$6|=0ZSwdSH1cAz9Ytp_C(e*t}0oxs@8(pLk__F!pW0*hG1lleHfyP84 zAT23qIC0auLW4TW5}c=PS%Anwhl@?RE+xQKq@bYtpqvyA@LP3;1iFi(l=n@L(a49Q zpyj#y_6k~GuZVL%=dFh0y?D*>^si60fIZ@MA4UG>KlSfdi~8fT=bpfGXEU!9x=-*9 zeTNMH0CE4*jCj3|k3UhMUM9E}yZplc(d{&4UrjMh$D*X;f$fD+KUjo|( zTbK;Qz96^O@jl+&7}7XDHZ~S3Y|G~B=SL2vq(Ejj0;ig(g})P-(1Kb%O$wMbKp*UGMu6grCzDTDWR?)-UNm}ghHJNzgrK7Q3UT(U~zS-9lAJ-{i5%*(X*0Zt7# zKE$9hBnmJb1i*IEzn(t^51tT!l;9%k8Hsb^;<~6{${*+;!o|hK4dac<1(I`oeD}5L z+{%hP51kCZbw)J<069BtT`>^=Ixa$pEYwcx;}?#=0wwL>P+DZrgpJ{Y_(KVIJpeEO zeN;oS1-+6^69!0wi^L?WaBa3kE)JbS9p(o!v(jb@fFF)1&?EX3&13SP%j9 z4T|^zZXCnUZ!T{f%ctFkKuY~VDS>lsqC$Be{FVN2(@~(xI@D|W11ie%&&s-F*cL)9 zt)cOD3q&QSL8IFYR?r_394duFpugo1`@Njj4Ab~n5i+l%?OPGY+>W}S#k+Kgif|5G zb`(HyvWo4E8v80_Pyo6zu{M&N0?&sS-;Wn?Ce&6+PQoN|9-{n1IthgBWGcVhI>=#HPmU@A8j{-gs7A1NwF+zYb15IEAN124>!!CY?FvJH!Bhm;z0IZZ)!Clb7 zd@VMf8%GY{oyK<0trgE@e_af;A>tKl&A-BM)uc7=r~pqz^Dg^P#H<{W?i0*=5K z0I~g%hLZqD6o?tF5wLh{J$Lv1hx%V!B3G}l1GKPW1)9LDy&z#)kud$=%p1%aGXHy_ ze-0e9_f{;dob@Fta@#d$1QGx#a>rO%juxT40Fg!u^`y78JkJ*YnB0?3BZre>Zf*{7 z$v>jUY2*MQzHiIi*1jFS5BlaA+MXp0{Ah*H#A`ly39vR=1b{Obt+;-2;as+>E|?Qm zYpwe0OPGxL<6uV&F|u^5)}Q>gSevY(L}e6Z5%84%D{>|I_fF#apGRI^5|B}e?Qumb zKr=3(m3QS%5n?|HIFu7#LMW5YP&EWAR_t|aX4p@JJ|j62+^)JSqU|h&XIaBF6CqDQ zExid!r+h{}Cmk%R+6-1hDE#j^fXCDujf)pAo`RI-Dy%;|kXfyMFLnDbC>o6Is&)+Q zKbo$$+%2foK*IAktGGB5JbO61u?wkP6JT&Buz3aBSJ&{hRg$+47P;pzdHtphUV^6-#P4cdI?Q5 zRa7D?ZibJnj~3&AMVL;^g%_Fv!oT7CM}c5Wl*v|O6B2qmlKoQ3`kd#L@qD_kKFqo zlN(`95K>#Ql94uZBv23nFsAf>pMXUAg$Mm zy*ne%sbs4$k6d79$APnNV-;qC`T}O_cJwpStLnCtq=G_7$BlI3qs8%XdI5ZQ%!Zts zTlJw3NK!$bJ9Hd7l0BYvKg~Rv5>!9D@XH7SQ!df_x1aY9zKVII>;FneJ~-E(l=m&& zgJ=`kCGH&nkgafn5~KvXPd}~p)12rlH0cAwgqlkrWpiCyD*I_%pBT_j;{pCBU)T-c zEa3z=UouwQy_^hYd-7S7p&J7bj{|^#tm$ez+G-(1 z&&w_NSQBx2&_Z29gJW&H>@N67V-QJ~^|BFv-5RGVvx4$L$FWM=v}85T08KqtIrP1w zDOPE9KZjY3hDNS>B}i=o;B+DQ@#6<`!>UE^@|ialL&IPseg!)6yUU}+X~`P70U$df z0@K;H)-^?XWR9wjh4=H4cll@O38CG;-i!D+Du@KLiUxC}rw9 zyfOzaqe2{MAXCt9@ENxgfGvZ$gNl}x=)ng?a%mYEyac6-M~5?iXg+`bEEYai=U#zI zwh0-+tk_twexjr%6n&&f!3wP zO))9#0x2Pv!{)Ru&@$3V5}y7br!5ls@<`zujp9R!Jz4UEpsJgT5&Bj9_WIl@G;^1d3S;J}J|#g+&D# zm|e#Qz*d|Aq&1ZRO(elQc}2UlbL1X$0fQ+i!9nIKm#F@VoFILggDItGuRBx*aa-2m z#lK0l=2kzDkqZ)`ukPrw-A20&T*&-vlOK$EA^$tVo-LbYQn;!75k=^j&{PAD{j8<55PZ)zX?>j6QXxhPGW&<3mj49HfYizB&f^gmb@ wRML_9wgrr%fYtc?WhrE-4E~q0y5Ij`aTtzjbBui=L*RdRSB_tJ;kW?f@Dd}#J&P_K+cjpF4K}xz2kS?X9yJLfNgLHS-H~0UX z_r3e>&fU4-N9@I#bB#IXGoJB`Io4MNxsTXSNS;6-5bRHqVoDGQvM&UJw1kcd{=z;o zw+g;-JBh11DcgQ_ay4);fyf#-*;&~-S(zJBx|ldPn%mlZVEn+y_Kwob$;r-_TlZCFMgVRrG zr>H+J7Q#aEDKqmkUtwl_DOxJZ?60efS1qL_+;GjugEdA;3bj+k4j4Y;COi~hEUf_zF z-{VyOZ_cNCM#GA7*8|0eD#wB;tw$FhUXZWxf9R_bY#; znM|&Z*S-;d=&I*uV~g#Lp{;N`GJJSmN~}?7_Oxc+TPsJP_cB(e?G2a?R#NTj5t z-5>5QM$Fh2_8^gb$LJ*CL3cM7j(2C1M!(cU!o$~o1e1#>68!!9H<8Q!)$;N(H8u5N z8z$3b?5s`A2iUzADh_E#ry&(JbwKp%kG~z(q%u~>eJ%|uHQx)~oyNe=rz=d2*hsEc zA_e8HuHNZ35QR&$Z;uz%o=s?djfkM(<4b*M+Yo(wdu!1R12g$X%Kbem3a_oLEs@y( z89d%G_h&HGfS@3U&0#9W`dwDUM*`kFdoxul%fS?=lpGu{z%5@#^8NFk2e%T2r}MKU z$xy#}!(uv=YH|0Dso_w><7~SVn5%Z_3no~jbw4!nrJm^5;Q7;G_wKr|J7*rJO(8ow zW~1(iH}BtLiz~X_9(9|~*Rcx=3(KT(MK?6?WjMml#?@pJnf-EdsAXvI$#`8>kGd(k z*Br*xgXZg99Y@3opOTWw6hTYe&ZkX_ymg^PaUaRu0~mGc^f^*K$;hm37nQ9K{}5d; znzP|#YQAOV_dM^g;=re%fS1%PXs&E91(=D2;$=0jwS?~D1oM~@%V1DhxxpPW1wSB#~A-6|&W zdsZXUMe?5~9s^6gwVW(f6}UYV?KEbkfBi8+1@ZHN3%E9z!bcq`*5~e;el%BBdBJT3 z+oUZ3<4I=2<-ahg$x@xTS(|!U_myzY*r%^0=zM=$jK8(5t*EGo>*x?$E3MyGdcmlj z&v&z1fw=g&e`}`IeBHQb>b#BG^~FJ1rS&Y7{_R^OFzxvFTDg!u;0iu7@a~g)&x`#M zu--}<<@$cCrbDFSMdNP?we9@=xzsmy`y95Sg-T>Ac12Q@HC%5O^?iWzWmj5G%6$z9 zQBYD+YUmzJWDx}`E!7=C7DxQyGhNt=_euhnODJpoOwB5#b=z+rDi22;g4Qpl_H^|v7Vu9Obc64>Ub)B;hK3-3;eJh>7sEQaU z!!?qeKbBC>OVJ(7={Z;!td|@z?n{1Xu_r^k@`%|xY^1rqB?*_P-O5ez5(xVgLqo5e zE2Eh1xzBB~+!okZHK|(!>6>?5+;g1ESImwDF7$?*TjQ!?*HsOx24C!t<3r0?PW zLh!&|E>D@5-=h+l4&Z^RuIC>6T0vgA5@XY)p~=?Yp9?ECwQDcL%O)8rJ`XCrc(0i= z=Xua5B`GOcb-@^5rVS9^tn1y2FksMBl8fm*mp6=za$Dm?2}-)U`}6mEHH&Y3S;4+N z;E-3C`D33A=N1tWi3Rpk;jN(^9!Te(tsmTSdRwAZ17#x#KRz9m_pI62*kAxVL14q4 zCoOdF^9i@9k5AJx3W~DZD>&?Yy2+>;r_+q>ZOxoR*!PT#vPz3_DPlIWsDE}`77zMz z9(n+dPBC7>1#XIw>GZtM;W` zzv1Pbt$)wJAk9J&-Z%Bj=y^i_+Wh^DWf{Hi@qYb*M@={hyA)Eac-V`p)Jc4Zk&#i{ zmoLZ%=QjtSQ2Tu9@$@mIKye2AcXJzmz4Bz`&Gpt_jYqn*hz zT7Le>a^Q67D-AmY9$bJi28(oGC0YI0f!y( zLH6XN_cMP4jxrN9z-{aII8HtI9{>_S)SJAxA3uI9lfn_6no4>gn>Whhv^i`cJDTn| z)*1Sop?r34AcYgRr205xPNU-UQ*v_My$yZVq(8t-E%+vZSB7;O9tlwJIMG2sjBA8% zfd5z6b*YzEhAAjSUD(^(vv6~BBQW{*Z`Sku`5ni!;b8?tOgV7O9_fjq67}*4dbm4) zef|1%If8dTA1W6vfs#Lu`|bs1g0{m~_y&*Nl8}g~sO7D8AYQm=uHVxvVov~%Ni0UF zy}i9yq+C(`jP>6TApnPr$L@4f5mM)}r@7~hFk{W44=`hm`DoWhZKq)?fJ%IPWou6x zn^Ji7#Ud<&P}j|`(enbhS;OpXjji4u&&8Z0Zid$}#!C*XLpfPxRS5}+svT8qzBFFf z^Jxka5-CH&S05utk(OHgP$1e~N1g0V@WVs9j17;*^obI!Nw?iziyLkbqB1gKJ_00f zSiUr7_g;X2sj}OY&A@E{!0}x!`QP52zzLo|zarIBSKmBoaNe0%z}t9AOx%0EH`@ru zCF2nT7s?ZN;F59)85mFjJF@RzU?o2lVH3dc6=5?1;9#)Y6YX`imT-Hy63GYVjlg&? zA;NG6?=(5JJZp$l9C6+~FzpA&br~Aj0ZYoD)%5Q`03?$)_d6ac4?)^@3(cRURK5`X+clHrE6K_x( zm=Lirh%XHd4J;yNU)cRg2I3JQyR$WAnu8Ny@0rb3@0r8B9o{Q=UjbWf4gWyV^EwKI zv-4$}6@i-%q;kgq!-JUI9V0K$yV@I53oyR1`<-6X+y*-cjHm8COD#x@b(^maPQHJC zCYQ?9YLcLXDg-8r6cQG8l7#k4z)fJo`{sP)hbY>COZ~i@l$2DXUKvgE?J;I;Z7sr< z+IFpv7xw7s=}o9v5QG~5x#7FNTuF6ZaG!ITwFVp6EfPTNH~8KvNo&o5M}JyE> zr%I5n@RuLm+_(U_%z@jJPft&q-syIKBlaILGj9FzSm5A7@8Oy-Ffh>hnme^9S-`e_ zehBOs`-u&Z99Z`B_AVphOEugv4Md$Khgt-ADI!~O;xVZern;5101+WKG%O6kXJTmO zb8Q!!0G;}6*!hIRX08X5slm5Ze<{f{eK|M9#&9fO5dkLy12VeqYtLt@EW5$jlcTyu zV9OwE2Et%8h+Z=_wg+Txc8rY8w+>C0|1c5ZmPRH~NJ{Dn2*X()Bgtc9W8ETWD@<{5 z`A_jam=3LmGL%BbYVWSkcDeyx4k4U|M+Xi_q{pdQu1r!J@ESM3F}NOXPil|*7?7$W z7uy0cYnOvw5;5yTKrDR2!4W?;rqXn?&nxkbNYQAxAZ%(%eZTp^hur%V!4u$dYPwtR z+m~AXy-~H;5WzXJr$_ShKw>KZ)UOiR%k8*=d@D5bg*FXG5(uUMcorjv)l>`Mg7oj- zn*hk1^SRkW5I(Ry>~~6Pj>nYce_79RbVZPb0V4s_@B-k~0H!CC&R0vmSb&!`bjxwC zj&3h!#gXCw=f9u>9;pf_YAhhJKY^wDz(OrM&gEtJ6rLU|>LK`wib^c2_qEd+h-m`d zV;tB63yq#}n2djfFrGY7f*hzYvdg+=(QOmZQ&CZk_wiVa(fu@qr!Q>S)M&XM_tM5y zThG3wiTSj(*xY=K2@rUDv zGSwm|eT69;`s(%TIDq3O*QZ-jHa0d@D{7_M1>atB%KcJ*7dmYP<#E}~2Rl@Gy3%~q zd~u~ffKXg9&wFd4B*l=KDE9KwZLNCN=47Z-eRgAYISF;Wb|bwAsw;H0TLHK5T2zIl zTTT=!24TO7IrCHn= zM(8*y%lXTGMFJI@WcA=5I+a)qmG}QW@1^*kWSQL;kt5?FNdQ;_KZ*H9L+B6*^;3Q0 zH&KpDF7=<}?e;>9$sbG{rUgDMnS8#JrFLoks(4iqI zEu9U3;GQu^PZGk1W?*38dyPpzPQJhK7co*6V`yloq@3KjPbAta4Bw5G(cPEia-ASIQBaGl`Z2fD;l~D+50GbgPA!m zi5_0!BjY9S=1muC-1@NZ_sN#cDoJc~&84WSGl_S6(N>u#paxl*0o@jxiY4zJrQ2Lt zFQMw=9gNzs#zQZ*be~g$k`GA)e{5!Bm<#=@f0R0Ugx{Ziyy;x~1FHu;lMHdX%B{ekF<~04@5R2fC3k!5D_3a~1i1f^0PS=kQ$2a0S z;1TeKko7SGX{PFf~pUB}bk>ll( z8lTbqm^9<1;e_=hQuGLeZs<{G!NfQ5%D|p#JkrPOA)zU2r-C19>ZSDL(Eg;3qaCX3 zZETf`EGzbKqt~L1m7-nIZyz|Y-&i)64x#7TDQH{BI?1x}oVhZy$zg|9zdHL+{=8_7 zVNl7oiX}+I*fV4wGLlAF_o2f{wVrl0PpFmU?Bv~$!p%<)i;fa;3t11zxdK66dnjVx zCD(kns>)@utho+cb}6iS0bJ(Lm8Mm$NKG_x0jn<5(|i0TrdqsO`3By3@umC``)%4= z>RKI(L4!}ZGY#9nRkgd-iC>(pzlF={qbpgOlcYc~@fUqvyG4e4F3;SF&Mvx`x|5U$ zs@&&^G%uPGRQ0snup+E|jZ!GB{jWV&E7Pal*)-WzlHPAqpsb@;efq$MF`Q5JR}p9E z_$@4PO74koI-XhCpR$>n6(^jY?vucgn2Jw77_U z(Vdcb<0xI|23*NL7rsAC)L-^Mc>4fv6yw>Auov!Ge+QA~ zRi`Ot7(IK<6iFQXsozA)@obuMCC`sZxi#(^ z-H7}9Lg?J*3>VE(cyIEr8AHlH=b+H;=NC4nCWA!br&WdHMO8)y7cgje)A7WC6=(oUg?kmHk^vuD>*=;Ek8`;^DEi{|%n0dFe%@X_~~kE0K4&5>V-u%T*Uq)wr3X^nS>X891O zPZdtIxFuI$wGMl-o+jqY$$5EUk}eicY)^-dY014$>vX0u8`s08FF{qo@E?C&9HZG()^(6kY!jdYap&{UQ1Fc zS8DL#k?JYS&ZA%RV~0>D(kFk%R!SZ}_jh}{pZ0tM`OKA??-RC?{rrzJg{tPCKhKh6 zmz7o3`8r$$Yv5ubs5FQWVD}_a4V4Qn)&ce&O?_buUiU?i@P{841Xb|Z?xmD*Pc4=l zTV;4$lQ?!zpt;4yX#}C@V!`kk>%(ar=A(J0;31>smdL}q#^JNS*GbKLmoF~wu&2&U z_Pl2-3_k^NwEx&cH{;bNQ&G@bl=jpRA1yYec8#8KrhEwDv0(otFRpC=orF3N9q;cW zFPxkw8X+WqQY|tHS5n54$rLQ@BW$7V8F{sG6ptE974wM9*$)RSHKl%!tye7NU%zk8 z*Z9QIFr$aP;+@y38aA}gXG6GqPcqSzHG%FK&{0@rkLuXT#%XV%40B^}#`C4uzFTQg zZl~?wjykX{Kq3$sBeaax&GdaLBGLK$0Wp4#7X?) zm))}9*tl>t?1}$9R{D7PL50F`eXPD};ghQ>f$gW}Agm=@Y zMbGXzcOUd`x-EM2JYEjmX7EI{jS9leixL+)G~M;wNO9h&-FSNBDziKit-)Y6uGYL^ z@RJXbphZ#$SzlU$AKopFW9SL*F>sz^R8_cp9~D1RNH24VXJX2C(98F!&5&|$BDrR* zR%0~%{3IBOvn@(vJJmhQebj8Jux4rSWSn04-qD|DGA+BIufb)l30`!+p#FWifj9Hv z>^EvLo)2)FklYT%((?p{e!suk&dFic(qm1InGsIT)B4@8F>_@JxLV4;p-X4D1wYNsXTilj(cPhG#-j_^Z zn%})a1}!sUQ0iCIwLjsjevy8CXNJAK6h6!qvV&2AR%Geb<)YktDXve~ue@RR&7w>$ z_1zth_=i{jgPdP2_$-Y)Y{Y5hDDwHFDwda?&~X(Ca0V8zo7>NiD-e*A!8Y|$l#K6Rl4sdFwMO^rt#L8aFH4f>q0llif`U?0 z5`rJ+YnGnrB$qky^5`R2y%#l)S{z?B3n2~dK`l>0N5_SrULx2~=R3VVUFcJS(eaxG z0wKkX>K&h-JQxmQT2;9v+pNZ+$i%#3pS88V)|F7ITEAfISIwY3SGB~bxVR||(~6VO zdb*!AMpKuW-`5?qw9U@*)Osv%Hk&tnq?Q9b-@bKW{m0zFQmk+^@OGf8w0%TBBso@`H>u>k$8= z+^D|HJZ^F2lA)!SSfX#g7%JqP?mQC-d4b3Q$Za@pj|qx>s;>n^%XwN_zZWlvth^PC z%gUE63p9WJgQ;YF+$Fo5UJ>mWelDRGeNDpu)nHW-XL-@K9K1UkO#}> z7GxWpFi#+I|IvIY#9yOiEo`gse6iw1zHIZGr0qu2r0SR?ksq^< zoH5=Z@={`eCCL4~{`@mo!AKv*9`75~`GTBas@yGPPxERHszi(`&6>%j%%9u;Qy*)YFgS8pp$TP z&ElUGP(F8o6)?h4qY|OicAm;4ORE4eeC!7FP=(oq2#b-n^cQN(WGy z%xA0Lr*PULq?(oJkL1gs;%ISrLA(9QKDRD4rN2M`&JE!eRGZug-$uX76@?ew{y%fT z_)8a>H(zZ2*NhFJR?8%_6-*c*bVH#1b9tQ7S)m9_`G%#;EG3-wH_tiNZftTB4PRIlL@_UP!)#IM?yRq8e!!|2~48zwdah-+Sf||Jk#i zzP@Abg)OJ=2?-xTUF#wdNVyqCd~p8m)Ll?a$}2A)_LP>EE`rw(xVd;^6lI`k^=?Hv zbB`mDi_?y6oIk6g8CFF7aWs5lF}&USmqZiWYRUm2N)2jPVELvWx&m1qTC6VYE0-5=v(1GRnXT3CC zYvlM`Jur`dvB}01EnrvSkn?SNr+@$61_aTN(9l;bEYXOA72ps=)7`n2He*7K9&mmF ziR|e8`T7q&w{D*YlRLA-!|b?72hw;G3Y7D{$HqQt0Y&!i>_~yWLC(d2#*2mip)_9i zwKz4mt)B_E$LT0i?nqu7_zFUnzW?wK2h*bX2mq_HJmx!QmonoLhTaRdj%YB?M6Tb)plDB^yPVa zI#=s>1?tVfZ?zo<+25&``vPtD;0RQ-Kna)IYVJ=oILER7X9Z^;Ophl)IVd_K@UQlz zF-cB|+RfhlDgV2AHJvVOO6nJNa{2Dl9O8cbdIic&o8N{n>iSlm-Q-unfXj85_guK* zWBU#U-XfVr{ zoZ6Q{XGS-&%6U$oG#;bH7kQ&_HlzKTr*aJTkm(-5n-ul7s#d{)JpJDrv_rE{o904W z`Dm+!7pR7lmbPogTFGcfQ!*#n^_ftmUrs#;I;)h^-oC*NobVs-M*VP_gq&O6<;ID) zMcAvo&sq1+O$*sw(+}0+(Sm)T6p`*k|2)U;XQIrizD|nhCljzJZ=!5lZL z^kAn8>R?-~2iuQI^BqW*&KNGDcv>rp41L5qu|1m~*PzVkK}2nN@3;-?MN$l+u6Zj- zGE291l4j+z{q_??#ZrPiaS?-K(z5$z-RIc)lVzv{2`bQfG0LGSbIE9`U$l|{A<>xk z%zpf98m~4GE_aGL5dR_c9YVL=y{u}HA=s%?TeA5mr&N(b-c3;_x1_XEbCX5U`pLN& zKhX?UNyafkBu0`!&g9}mzH<^pD^gbU<0kHRR~cT`r)xLSw~;;- zm?@)c2U%>Gj5Td{dR7}Hy#=95LQ0kcEnIIFE&TSEhtv+v+VN2k8>DRzH5VsZ*!v#v zr?IrGmOk2XdL0Mc{MJb2VrnigMyG~9BcXu&gCmwt zx%!O0cA*=WasE@nr2=Xte|IRdeHUOCb+gS_P{EygSyL4>SM~4X1sbnr@*|CSM2r0H z>GMDk_`cWu1PPsei~bk4`|%CGQz+(ImW{m+qsC~}emMywTlCv%{7kL+5l#Hy%THNv zdf;y`-vPogPxs{ZxbphXfiv?a4f|$bS3ggKNF`-xmcqW>Q>)mr;JPWFVu)|jM%9X> z4gI2xU@IAg?OOjVJlnCMSjCC8sJ)ZI{4vDK?gVe$r!p=!RmtXd616GaQ$ScE4Tec1 zw3?zdHrV=n+rh@;gZ42UHLfC>ndBvYmbklnC(^aR^=rZXzC%~VM5F%^C>(-Zd+aa1z=C0FC^$$Gw3@HK&}5INiT!Rdt+$^6=dw1y zPZYRkBReLgXBiL0VhHb@4hfYQ3jI4*yYg4V#)PwOpQm*N6Y|Yx<8(v%OC~03{2_(Gs$$O4QY=KNBd5?iJRsrDtyw(HvGh!%4(HaSB(s@{Xc*3A(37c zDOG5WBo$_|f5FO6>DXk6hC6-3E~tL^`l*p32dzniCBXW@b18&om6sTLMELYR6$>J&efVnwX{bK-t+CBic&_p-llGzuT*I;PfxYI9B>eq`J%b(1QN4*brmUK5V>G;=p@t@KQjL7| zisJle-O@UoD|2H(GK9`F;+`{8NG1)0RQZZ}Pd{Pn)X7p-Zkm9`@I$9NyB zDTJ57;z3jV(bMOK#b;a%w`R&s<| z5rymnz_Bupr-qIU8hqv>gRAT_>ay1R^XR?B?D6&kK24_SI45 z#?=%I9otU$&kb{wwKvTpDdzdpo5Od$pwij;RsE3l8-s*Oc{clJ;cu@Py%e$+PFWs4 z=X;2kMju(?LlHu)3_qP-;GhYZW!&vy5F}gbeb_T_s^R+AHt0iVF#3-e^0z+z9!9$} z&-10~qQEkHa_pg`Fyq{q^`?FB*7hT6YZn=xr)1_@jq zRfV&r?}omOL7u1%A@$5;3%JCJUUQrs_0-=%sj0+Pjvlq#TfZvYt9NuVo#}q0Y~_5s zSyTVAMqgHC{JGG!RQAXi{q47Xa(F*%I~akVl$~e`hHNIv6RQ3 z6t2@j^QNYw>({M=FDfRT+Ntcnub;M8d%`Bkmpj*PUas`ZF7 zMhA__$4*ET4hvO43O2S&+D=gQnqU7|^isQK!A7NeS?a#Ww%ln!SP4eeg4?0PR)m<5T#%w$__T0uM=<-2b-9Tq+j_9Atzo86Y&mv20!Y8x%m)!<>JZHOg>;B@9}gZ1`2mOO_>L4I?(vX zF*|Ouo&N42`5joOJ}6eOnyP?n{aYFzREgWiPS}%W;^-qz#sr$5m@2cz#~LMewk)sh zdc%t7=v?veEwW@)nE9Wz6HPIO3R}PagwB~gsd~;Fiot#~)92q%yUmP~*Cv|aYFkak zoINZB{e_(-AsX4yh3N~zsA=hz=&$kK-#WwtS7w+S&fh+(c_>z~I}W10=YRG-b&)%H z?isK2MBedj5puQ*P9&*Q*k|0UEj{S!0bw$2tsXHBoG@0nkzGaR#Yv%f-G z(24mnzxD6e*T!TM7_q16fERV=ZRbVzz0l)0l$rqr1*4+NTAN`(en&_tk51ctVP8GNAHO9{%D2n@3Ju^iD zF5HwRaXe?3Er;Ct=-@a3V0?WaAjbN$$`=p3NpGfn-~8Es|JXHR|BGVT%GSZf@xfWa zRH{w7c@RFSX9~Drh|IJj`nVsSM7A~^WNMcn>9>S4TSYwd(FB+|X^lRC zY%Zd|)_ky4`6%P@KGM4)15W`cLr{~mEi%YbQkf>|B(U5Z@XHD{33);n7d*q__!L}_F3#?b6Sy8%XCVQ=< z92A2a`cRC~;OezPq!JRaq2f$~Gb|zS&a?KJXI5hfmoInH;sMhD;krA=HZga1eoGv1 z#(<1&j zncr%kF&wt6J!qcQ0AW7qze|9rgNsS?U)DG}N@9Qj9@Ik(DB}N}8#BqoI#lR|aY{6@pU(SvzPPk}wJRlY=D} z#lgaOP6bH_7D0rA`Zdh%kX8uEh|Y-^7o#zA#|@SshrW!qu)fIgG<<>3wlC8di|4&7 z>>Lf?j6si}nu3L+fop9M*-J9R99W7Z8wrAwz`SblYqBQH*mL)~F(I4jL=lRMUXzMM ziwx1Orkjapt)HQL@Xza>FE1wtS_3BR@f37a(;%8`{J>RPe+?d9$tozY_07qKwVsp6kS$9H_jxS;16i1La;v=44boTR&KJ9IBA~cj{8EhTdjueZ^X&AlANyZBSDx5B1nSN z(Z@ih{{FNLbnX5!ixGrZHNli?$T}QFBuTQgc#QEB(znN`$0U3cwG9 zipY8hr15_vcfJ&{MxQ0Ihe%p8?!-tsB}R|mRMeJBlcLN>Ow4HKkC?fw_N8w+Yu=w} zJvnJ!2$WVNv5pH9d@H~N!vWI<&v&x5YoL8G4^vHS|yDX!dR zgl^vQplYx?0QNs~PinsH4riJ;)jxM3x8-K{CHIbbt>L+7<|7yzHn`TdZfE3J_ltYH z+a=+8ZrSN%$B*>fZ1c(4+{veiC#7c%&1&x+IR1F6_(!n4FqH@MhNfcFH!D%N z{^{Yo?Q{yFdnm!C7jxXOtEGSIs-V7~*|SXzAYMuiqrlySw3mLxPVQ3`$@2=~{t!79 z?J@R4 z#~rSoc7F(L>dTG%bx!Q$Fn+oae)gXcoBs~z#kV4L=)TI6eli&^YwV8>(n-*#$k`TG z^G7m}_k+!{36EOht@>}4T!h>h(2I@*YoKUkOy_#F0cN=z$0C zr^WJWvp3O<7_NU|{3WxS(vj(+DBzEF@7=FZs#6&O+=YfoyPMPX8|B-MF}j0JK%P%cg?`I}x_7jU171UV zGkP}MUHlog-CIx#ewv=l_GiYFtQ{?x)rz;~b|B~Z)nv2NqmP(w?mNxyqc0BZkB0a& z@EqG8MjJ}{(3jQ${bWA)&S+LeqO0AMK^T7k?v%)x>sTV427tQuC&%wltI7zhSFirq zRAr#`e6{2xqYj~6qte^jPpq{BBvCRQZ7*!{2GT}uy z!aJ%icVu>Ptw6YU&iL}=wzJ-6tXocg6f+ZCTDNZ@UTH8u z?aYhSQ{CS=UB37I&+<7SK>XA)JV_nCG zxvnp1T4D+B9n|tRqDPSkMfzF4b~o~XeTMx>DtnNm6`1P~q&bBgay;}M+sdW@|Dtmw zB)!9CBaz%ztL1-(^bBrwCrOpeAg*|60*k-6s^OK(9B*S#zR5W5Zz?Q)#W1?4A^&Ue zlXl`)`Omno8RzCG*T|+gLThYDdol=ZjYmhkKq8EPFi1K_iO=TwpSPPUva{9bOhqfi zM8NLiMWPhtokIMknDOnGKYxEGTp5a$Wv#;88!b%Q%dirv1~Xb~vRcq_3`l{Oc`MA_ z4;Wg>aT+G}L+?Rhl(-vgPg@NRoM z5i+YL!3su+*a@CIg+#2zN9*c~myIJ7f`{3p)=5~ZP~Q0Qzu2ZcY(Enh+R=skG~f*e zH2e=u?vnn2f|1c_M()ltkae%hKve+zD={Sv93}gHRi)KG3-E<-&ARR$EF9YpUFMh@ z=FKB_;_-$A8Fz+WFYc}vfb7!jCSUW$a{uuBpiN|k%J9fO;^|6m$qqEGpo-$=V|XfeGHyYxd)6R6UPCNO(dCJ z0A2}Nk&f^USn6?=O-&n+O%)U=dblsZ$bgRj37LdCtWJzU~l?In@+t0#AOYFM4wdkw3 zE&29wi6IVBFyi^7ognIL2%xcezJ7bJQqCOQ{e&zaTFKTF{@Dayj9UIm%;%1Zc838W zz<#J0hY+UQ5S{*Md7+6T%cXf&IR(bF{~{6!kWlbURB>rX@b8t^iG3vrHe9Z>R=NYI zgC@XdDoNbdlNVAaS#nvzhS*WGlr3CYABuFms;`KoYsfyf7g(knw#ziYM)i3*GwS5^ zlID9Cz8Pk^M?y+*0oZ~)X>^KNB-u;9wp`|VbXzqJqjga!Mw|Qa$|WJop_K zg>$;jlp$u-N{-`9E;YzSxW*rT=`jFJacjnlnxbe_*0|hnUp3i=9idg7e^gwW-J`v9 z6D8p(38JMrLtVN9dFsw&J4Bn4I*FUm`B?gj9|YFdlQ+v&<)Ye+(YIOab{k3eKWpV6^LRlnA?xRuyvNslqH_(GWPomFQQ{mMABM=vts0G@ zty0n0Zt)B)(xD2JOyTAseEXS}H9-jp^7#7FflKPrVsl>Bqy_N^eR6m6Ja$W`#@0-M2kx0zVv`v9HEXB{kT+m)`hB*%Tzq5O??RYP&XPa8|F|36Zf` z2||13BCC%VXNTJJCx5T}!Gdt(|0lP67@iV_}x+MgnQf!1c}_e;?zas^`GrN3f4X8F#Ad=$gK&CV_&&g^64gYPZ?z?P{;Cq^%fWUHkA$TLK?7a|mO-(6KFm?w$(3W!#pjQ7| zzZI0aG&?}+3h1dqbmpm-Ko3|(^W;rIn-^$VO0{jiiytpi``~$Qb#R}R^$PThNY7SV zPdB)K06ih3h{kH$#xtmYb2I9%Egd1h9v3|Akt?We02lGQVI`FkqydJiipH$ZBA0z{ zt3A-TQx|K`TVHCH#82j)ZTt;wlEO(4aWKZC7$gZ5UbHK+W6R+fp}M`OUKV>q%$2Ox zRaxUhTP6h?!4KRHCE^JWTKJtM&R+8Bi(8YS{%}eWE+DJBAeTLM|N0{L6KabzQ)4V` zy4#nc(z?PK0nqIXD*K4u)+Es4?R|ZUXpE%f=bzV7{$mO!N0jqH6LLG~T;>M7If(w* ztJN5J(E5O;-~0W|)Sk}%A>%z!l7DC}#V~NzEo2|e(eH})%Czibx;Kr8jjt@*JSAc4E5^K3af#mVh_y}N}{D>n1R6d@0A zmAzNs9{hS(RhRX!*g3yFaiI!abAa9Za`#~ji1y>nc3H59mr`OXhD1u*7>jT4K1f% z9D9Uq5dN%Ck$;Ck+^orV!i&xiHCnTqctAs5IFsZz_?QnkTeRLfWlv^|xt#Ap$t!h- zeuXbsJk>cb%1{1We=GvyG=c@?b62$mX&+5*i0240dp#sED$`|ZXkg%UIz1_AYd#?= zN(dTndy+W1Ma{$n{~sIFKiuEYzk7GO0A5lsbcdZ*g#8>}u-gSqRQx1P4%eRl4#4Jt zQX`VW9kHiG&HXE+;o!V0SGR66ji5r22aag3!wss$w*rxN73t^C9p}C(*SjdN@=}m> z|7`rpE?&tuxUbg(`Z{BxqFUqy?^fr*p%nxa5DR#5LE3|H^FTM{U<#*a~=TrOoQ5e!% z&)@{i*4bkaH+PCNO!KpQt5n9C#lG>e;zINeLgy0C6I)86If2klPHdW2JuQ_#tP2Oj z=`1Gaa#5aTl_ncQ-qF(=0K~DHt;SYB^8w$&L8}}{a!=L=SH9AwFYS~ye+IpibD+fz z@oEI~ztoUA*MlMO;)*18%NL+uR(~*={eO=|p)2svQeVS!&q~n=g_q8P=$-|*VYsr?S2B14~;qFCPAZYK8=5}0X zwp$W1G&D>Ugf+pn{bU!a-)wsqy{&>#vFIPcXMScalMa^bqM&crrTEW?|FVE_FkG0h zbc>@(BsjGxlPdn3X&`2Pz>UDIp;u zAt~J;AfQqL0@B^xEhq{|ihy(o0@5vAA|g^E-5>(eof7lB{_eeVXYQK0Gi%LSGk=Ur z)-vGz-Z<|$&)IuFdxK7c`O$g-73{NVeAc+&t4urUb!g}>kc|j0xPkDhtpr-4hZpt= z%0<7ajj+Y#8EEt8cJ;uf5;cBbT}h3*N%I9I>d@S!ug3nIML%Y4`NG3UAn%M=Dr6v9 z0yDWFoO-2E2z`%~FI`*gOV@1FJI2PA(5@oGL95pV++<^;G~1Q|Q%s@Xm@9{$y+D=K z8KeJE(KB7Qp?fJvjUCXV{?&b7yz;wlP?=uKC^us{X`E`~*~JTA;Z3>Vq(1}&{BFhL zw4*Unw4HYt_)2h7HQKf!`~P{3@OlxUl39T+9zrFIj!2jh;<51c0mY!6#eyMHIC*1q zpw%;bX8rx44>+gl;%9 zY#pHqD0~imk1gJ+x3Nc^md^vdU$(Id7q?y#xWR`CeILgQmDf9NBhTl!6#t`sxJ`2% zXKk@{vDo=)!V22sf}y)LslrajoPW_PXlD^*aZK<2PK$W z{jBGIA`Pz=ZU4BG*uM6N^YcQnpEh;BD*$!Y_Un8BsCn;vd9q^MAE-ae7Xtb6g@ukF zrf|Crry$()u<>y3qQGoJ0-o>6C7~M9S1-7I=3^BH3tn(zw(~PRuD$xLlVd$D1YvP#@xh$LB!0hq`Q%^I94n5#*XU*#j{r%y2SLbHFbVRV7c#^V8ZQZcbv&5{gCie#x zDbT3M%s<=y81f8f7`>M(ScP#EkFwe5p@+K3epoyvf8=IK2|+1ev5U>V~05y4-? z`S8z~;eGSG-S@ZQ&M=B4R7&4!fK^k?nYZNN++RJS@Z;Il%4Y%1)K4xsRKL7yT%hol z9kf(~w^958wZScBm_?GQC)w}fB%X=932ajz+bp?*QFN;yru&vw>#rv)a;S7~y9w66 zjOe9{h8!Bf1xic3cgpxWC2)IRTI@%K)phQ1N?|!MB8QV3$v=GWw31IN89jtAr2n`V zHY4eFR}@RJYcjg0ZwFebIoF}xr18^{BQPIU+i*M{JRM$qtbtwqtR}IR)~x& za%U4SpSUWvKuy}Zo*6Jua<$ypgK>mSy9XHd6=fyXTZ?Jv1XEO$~%R+183}6 z;g6YitMZ>a-=B}mp)~oRg9%g8&d5N8B<-&eEpjO^9LyU}nlFNzX^Yf~jMU~6&&^=b z3HLtERluU_eR*0imQphX%1?NJB^sA3-D;k?-0k=)n)~Hz8nLySqfufY@vDUhjlqG3 zJ*;inAN@!UQwMd~pYZ2~?S-a~Ehhz_ajd5XXj}?*c_j2!ZKa~5w7b>K;i7ky_1Z60 z65%f|x4M6e<606w&uoE>WcK8=>-jxF>Z+WHiqqtOw>9xCYBa@kLhQp0`>g2%@c<}%!lhVuo5#ltH?x~!C-i(P#pAX) zOU$K1wQYbwgE0sqVOu5q64gy<<9iN4v*eq_4XPskA4omZ)0x?p9F^{9E1IqMZ-gHI zOnPyq6<764_0rRdEcId3@L+lGZf9=^mNd-c^X{wwl@g3_Xv@35rj~#6+y=915g@LH z4u+>MJog^C-9ENRPBu4Cc`PR_ani$qap7|1ns05OUn0YwD#}IO!Dx4`TpBufDKdqT zp4i?1iz{#5K=UPro!K*kDv7T8$>dDtLZOet=ZZ9=NrqWz?KV-48IOvRo7Y8DC{FOx z2X*f}NxNe>KK%Z8#KgGyHUfUH;xBQ}H{zXo-&-g8!5|*XH8o#b=y9u2TgzA9rKe^1 zw3IcF*2BViBzNLy*@29R!uf=IioP zA6JEgwptf%8^@&mx9MDD2KaG#v$$=HfvPi47k$lAp8|jku9d3p8w0P@N#)J57x_~& z+?eaj*{+!3U+toL`T`G8y|`3HsT{)?B>d+Usqw| z00=jqx#Uk*|K)2V2)ue$F^6l1%bG}I$Gr}M{Z4B{0#n|8w|a3>{n~K&8-Dm|Vt~@{ zDXCP53$jQscLw}&-FJ$+W2kH2UVohhgorjEzA(pikXOA=phrB&c@}<)H8k^RJ#0!^ zg=BM&QMd>rUdPB^qs)Vn`2C}zd6t{%R=kwR1{$bgkp9#bYNEd;l+>MOivHAJB@h>s zwBN9o+cbH!f$?lIuJfl|M{U0Us>`!$7S>a9x{H40aowTOYvzIPIxp$)n0Sgnmb<+-b7;8XCBnwt3M;%&sQnZ%__U1S&}D8ujlp;zf9uYzKb0jS z%`R*ML6t_GCr@ZjotdP^*(U!|M_^qS5yDb3R zYeC4(lS+-hS?i+HuCmMmS3)zNiGoO1bJ+P-3lSIVx zyaah@w)n96eB?%}gtCP((lq`^VWWYy@eLr{T<>MieV_THtGUW!%|Cr6RR0qvaj;pP z{(4hg+t`X>Y-HK{>G4j#L~f#*{1hS)Gj}pd!Fg@LR1N9A4~~G25D@yB2MX;8v*VP| zw#1bb8Nsx)S^RMBT{N||D1TOI3gD!l%Tp;nEEMdLHr1ZoC3A~dSlku)A;z^yR?qq=YJ&cx5F%oX*P)D&MT>Fn}TGi}<*j-quhFxi!{ z*2!-?$_;%ThSNp;``u^=KHo72&4Q|r1-?tTO!hR^5VIbb@5pJ>?TU|mUBeOH>Y-gO z6n`_HYL9i3Zc+gRgdCeO_g}Ps$-Oav(4$Ze7#vvauC`KnGrV$XEB&N9Er4AiDW_5! zC?YYoqStA1FBwa}(f(f6z5q$)oyR1vU=Mrs>Q&H$UT1}F2rzhPzUFJ2k3580%=d-H z>QSK#v#QRI%0#9D>Ml<%W?9cP0X3v*5}`5@n)HeI)j2J8iYlS5$d@1j*T!{fa70gM_+c*WI$tvA?7sqY&oQ#7HN^axCA1E1`EDlZ6KBY(&Ciw{fi$-@dBeygfkGxurLL5aNXQyCPS zF;oW4u?2bCgQydiFYYfGLj09hdZyCPBt74xZM>cfU!~}Kr8oZ|5?5BIOV<~pF>*Dy z%IxF^zwN`GC15bM%9vv4Yt3KanYo9~I@b90J=q!^q#JsK>@`LS{y3mk3WgpBjHmGBP_MJy8#9*9JdI`;&8P5(_c z`^Mw4V@P#pmdy)o;u_82%LhBWXz87|f8b@yyF-WB6p_8b@_rFunFMH?uLy4@=ha;v$!x0u+vXbfaXBI}&>7BU3>O0~bVqH0WJ zb~*1Y3HCjhRV7*2+wHA#U2rGUYF~LoeqM}L=pbAqd#-X_YA_Kl8NAxgIb_3NvAN^& z^gZ*XM`CDqX_AG8bwu|5zSkwWBI^-WFu+2Y_WY*YSq6N_4lCkTyY3Z4@s$E*=0 zH-`?Jeo$A)p)w!ty8lfogi$)HKV|3O8-3JKeaJ7|2gHtQ8VNa(=Wb(?1;MkH`0>HB z&LU;Px>SXhN{u$Q@xrOS^^A`1@q)Y7IA2cN`oFGx{x$ z;B+YXtVzr(5@Gj`+5+RZpA{C$&`Sc2V*po-EY*QQnXcQA`ejVafm#=frt_0kS-%Bn)s-)#LS0Xnz@g+adXH=3N{8T;bR@xXK6dGu2g(*d#h)h)x9BAkSAW# zT5;=Ju`6~!9DTqUkE#w7>4U5#4PbWJ(6ZYn(FYh1g@8SkroI;gxOHv`ZGaQeJg5IL zj?cjw0t&O~*1SPL2mpcI*G5~xP)#vcDb-hh_fJ+7x7l|Rqz4S?i-PvB&aN(-?&^_S z58)x2aR&aRN+-SdGj*zIP)xJxRlNd#YE*8)I%ORQw)zTS$OaBTLlFr(ZR z6aFLo&P^&#`sZSze!STjk3(9(Uv5Et*xf-v5@SlpL%<7QlUnFdOB8lvLG_95;<9QM z|6YhUSOizQLmB~xY0=`Q6YI@g1O#qATX#5J;Pl_NzX5iLeYMbZ(h0slC{OSj0&hb! z1RFX%+Fp9Hc#jFKG>_%M6`AKhzf-nIFIY$X0J(RH{j1*}Z`Lsd0h=s#N%G(?oh5az ziVeHSmnS7-JA(?|vgnx3GXk63j*5m?$wBqW>{0WF>jJY`*XPh=9*aNCkBXUv<(8OO zD)@07+0t?uU-m!U4(|H|ws~H(7G`GAX=%NG`m>b1&c*#sJZXbpz9aw?O>aRuMa&A_ zKELplAtzeB_6<`3IhQXv!*9Kk{5uXsclq$eBnwuAKS#6^3yXZ!*kqm*XS@tGMq;CL z_M3aZ-C3c0==$&wFM}X68yh>X5Vch}>?F)|jRd?-M~bPzL6sOKlCAcM*(esh5JwVJ3V;q z9VjCfQ<99%*1@cD4s1emzyoz}btDQ#Pn6xnCoj2^;YFlj@Zx;)0*u!XFWc;zngl+Z zVaEK`uO*j#p1#-gtug&nO-#C22= zK3O8EVm_Ue5G!!lkebe`i5Ae9sZ8D$TpWvU`}SxLYDO^71Zd z4~;suzv5_v&_yKx(A_@-CJ`N;IWM-CRNcB-(MEkTw-+aO;Wl$|R1QC9g{@9fYwVip=p;}x#dVn!* z_7AI!LGpRKbLs&xnym9Rf7hw}@XN*PoaHBr6t$CdIS1J<#$|&uMyyMPr>HoY9b%pN z__(ixL(|UJ$0cZ`4Gk$^(73sqB^R}`)5W<97OTTcX6VuzlBmKQ^0hicDs7%%mf?PC zAN-zXRO&COe(Q|UmD}~B?!7WaIDMD<;E@h$Ri-g5n4tcbDnQ*W&oXT~UghVknYDFj5k6?%0(im0>!sz>eM(fd?bv7N zkVQKJyTI2`QA_Z~`vN5e?Qj|5oI^Vc)aV)aZph?uB?XdJ`DfLE0!Fl2C^@5?!qcA~ zx8^ZP`$VPI1j$_*Jr-H4O{*{GuN7sq)5h1RNsVuJ+Y0vd0|fbHtY8H76sowV36yNl zPPgTdNf3;R+k)`s;p6tb^4|3<1o-anvhc~OnTHqao@I^H@?ChlDnGFqch45^{qdcx z97N6iR=kz3h22nVx?Dt_4zgWX0icp_C=!2?doMZZAI?WdDc6Y6qLeCJ=DMs3v;rVyu!* z70F!chF@Cw8?f~%zJ8bJsLa8A_xHsCx7VEZr<}#~ou`|qe@0w%luzLUfq!*5obnhb z))NWBr~bY**M?TbU+RBxj$9hMi3lqDE3>XPef{nb?EnD4PhYI$TK(W5?VelviE$0? zR+mzh0!mLE_OT#jbnUHu>_2Jc~kA-9s(&lDgR{* zs+OQRf_2-6oSbs20Y+d97pKI*)(_s+Y-E7AXWl|l8Z(3WZmxe`$)dqWqDo!+&2Ixi z<;|HFzm_oqP=6{ZH=QE-CALjNGaY9@i~#lQ7_Dt)M)xy~r8^ZOwVOEmOP=~2mfCU{ zDyDAEXU)SSCrzS!0d}Uarog*YsE=-#%x{+<;=v(tenij3#RYbIwBUR?C>@0RUZ>iA z-zl%faauR>usM0{P45TRGLRkqu$+BMvp;Z(WBtRLHtV2cVx$Gu)aSWvRu}=EuCFyO z%|0)zi@MBFUEgrYthYT>OlwWFm_IC+OdIq>>lS>Pzjh_onAl6G0B#b)kB|lCmDlfRIq)7&Zw{lge$0us1xAElOu50JnhGYeqk;7EFK-#- zDQ#=7$9J_$UlY3z)fbonX2MjA*hq>S42EXj1X59uSLa(6&k!YjQG=3B5w=F@*KQ?$Z>ilpQVMP?Il2rh-y4`{WHf|4dMP#d^Gw^j6scfohBh%Js;q?-X3#HL*tvcEb4 zUC^IvoaRfli>6I-l+$~Q_39C)+?i*8*`b%;9DaOXqxYmVtL5^b11uF$A3_=CC`&O) zCpT^t7?&^OyWs^mS@07bRR;o~L@uyWL(RQjM z1y$1aKGhzu65=qoe)jPJ1|B>E4#(W#PWeQslU&IicxY+K+~04}?3!mOxZgyg3vKqb zKy@CU9nOHKq7gKwpF(xKw=xu_-{`#!=F+LVe8a_hU0+@kCxQ_%_>h{wI~h(b@(%9? zKZ=x3h_ksHnEh|?|H}ip*O2*qd3l*luZ|=D3|C8mWt;X|qDCeTATs;l#(rl?_m%SY zJ`sv96DO$)|8QLhjoc%$z<=fm_nTf?ex)(3>-Q(TD{uHbkMGL}uC0th!s`ykgG@PNa%d(5fr+ZATgriG$+_#B zKrM!s39bm7H+0Yulz8miiv^qa@=!YkZ$CUO84ZVv=3x~{%PPK-IJTDr=U}io+o;8M z9eN87kHJ9`8wY0|te-8wq%%Q*5o|mK(ivwF|8>MExTNXiyN=Bf7=xoq!K@nb(th#c zMMz{MG8n|!ozs%qmeT#xz|TB0D+|g2eEg2(3%%=nHb1HYz;qa)NN0R^@nEZgypIVA zIWFRxUQ4MRzz2UhKeKk30s^uXL?B78m3lFjz-C^^$vJRaBz;is*`}8MBzJ)$F9Z@s_Xyth~&gQd?-+xC;l1 z_B6YZqpkG|b7NIVB0{v=hlBLbn`aVRBj;a{yHcL>GE)S|G*jI=!yO?yck*Bae#2=gJ_Z=*%Y1}xR* zK8cHN_yoCU&%|3>Tak^N`1>_mWuD^|Cwo)03O=}h*p%TsVRzpc2mUi z)<5?Jdip@vKc=7k$D3i3i|M~JQP>e`j#nFdn#plIOi<;IDtpfeovxEtslM4JG)1Ke zp_Hr9AE;{=1@)5lv|uXrOY{Q>I(f}{eWoT2Ta+u0$u29fOn6H4>}*=tKv{)EU%&XA zi_6ZjTv^eqKH)J-Q3zDBzvV0KFArSKV+hZiD#Qo0^+@8_$ zH39a~BJOL*KDb7g1N?P6V5M4~ZWOsV>X2BOS4B;_^odPtx4=B)(uOCnHPU<@he%`| z|Gk3}_ZRX^^EqI+efv#Z+(O07KWmO9u|-qHnAfm!r|U?M#V&u%`>0msnImI`CC2)q zy9q5XHw)C3ZJMhURvLlk|p~`5qEVqI5_3B5~?J^5p`t_WCbxjBfqZ zRZb2~8$t*2;dkG(Pwt$%sB+dZyfpHtOZ?k^{gIv0W|Q<7!}NLJuB^vuvz-_{z1At_5L+y~5tg0ZMvSqXRA}vb%Bm_K>xxkD3 zZA=WJbfEy#_>9Q$M(`M3omUO0TXY=q!a#EsPCX=h4<5)!ObD{zi=0U~X;xcnwud0;T=r#2> z#|F*^1e^K$f`R%S$s^Z(?~FWy=88Mu1<)C$c9O~LIOAV!;!(GpNYY!BC7ja#_p%%B z!HA1oDX3ftQ%x&V2+%qS3WvWOuZ~B2vE=>be0(6Z2@gDsj5DXQa`48@kwUFNje=|l z)!<8&9Sro&L+kGD{vc0QwOj}`%LzT^={f!UcH?hSQ}t-$(PzOxXg2-glxfEAkQyB5 z=U^%N4Q}DT^9zd62b-@VM(D)Kq6lcz15V{NkO}ed(W9MSiNQu655(HKP^)6J)aViz zD;vSYip-54ZcC`QX_i87`nShzYeyI>7fW*#SU(A3B-5G8ja};cZTKuiL)v+W1VQmp zKXAy|U|bM*MS}M7Y#p6lh+y6@M=Q~nHJrhl2ZM(`%*AGV#S=waF#j2}fNrK=QicWJa5xxDRsTDI_ncItd77pGH%wuqda&;pqL<=#ou-^ zKOAzg0Wlqspzy2!4IOydfZqyKsniu?-LNE%*19kuU=)M}%m&@C|2Q0PFqrO*9bjKQ zk*lYlJ8N1oE1}av%V<>8w!_=QW23&5$@S>C{0DVHL@(ftYHl zs-Gd-=Wa5qoH>V9`Ab+dxM1^vWX1GKT=*iJcyIRAv8O=gJ2QbKetAMTQ?g_MTU)E0 ze@DL0eyn2L6C>a@;A%fo$4a!{wkwpX0O{uV`$P81^>gPCo z%#@KbLa*N44ALGTXrvtKT}YxhhOObZt}c_U*;eorPwdZ<+l7paHt zA#1N+ubHs$)SFRY@UOp7yF>%K1{5;~hxz&G@ld{Bay>{+A#nk)ll^hpt?9n%-Q^r! zd#dSoP-^8@?+%+o!`mC^?T;C2BOiW$o^+F}{vD<~7pVi88k>UbtgbW& z7fERDsoR*j$lInI?)501YVHkPULQk^WH$~d!X^e@eh zA&Uzo?blD0=;?Wez`2nn4=BEE?_P_}-Ei=D8086KaAV*Lulbe*Mp<0j-S}(YfejrF zgtmiRHl}}hSmO0d7S<^OYkm#QlnPD4^`^g+fc<07qsGfE067nKSlxg1=P|KA<)r8H zT8p=@_=25R{ce6c@8(IrR0x+*e=o%QtvuKPs?J%~tieV>^PRoo5>z?ynrlm4MJrEm1ftdg7)BkFGy&Zq zU{`JoN7pYm#Rlv7gRuh$I4OgeD2-y>PFOTMEYkfnXyb|SGNf&>Kz0wGH*ZlBWN)X+ zGK`AE49+`8H5qggy+#-HrRXidXyidFBi37g5+7=}Nrtklcie$|{Iqc8+QHKV@XNA3dZjLwVz6Q@}kwc5jdSihD;>i9y2apCx4^vKW zUR$$;f@;Zc!@b_`AS}lMde2da`sdKUj5>LDGG}eO8_l!0Yt-um4IS5>wjFxiSfWyhA&TB(~E z)!0Xq*D+|J@l^xl7GfEsjjKlLv2)Z}je+ur1>Ze&KrtXj>n0~>6l|||p#Iq&(lq$@ z1&aBfRW_QSo<=f~pgPKY4h6-nzz86pj8WCzBGBP?)<9(Z^L@o;D`SHoZ!xWhpbEI;?0(_^sKAY*9Gcww4tjY9ysjEAFJ zmvoDPUHxgw3ZK=|oyY^=KeE{opNQws^OhZO@dGV8vgO;?6LrE^F{8N`04xw9NZr}l z5rpxDN)>jy#ln)`!~qDLGc;jE(Sb9=b$y99M~*Yt zjbL^Fi1e6CW&*uXHgqV1Gmh(i>3wa#6loX>XLpl(kSrJkcfKzxn>HkL`^J$$;~+|d zl$5j`T=&SiO+!utlJCUm%av$cXT0`kvFHZoc2rlL5x?cwTkRIolJl=VHmaU3Lv%F9 z-eeWxqhE$_Mx6h?WpCJ;7YF$6E2!@S>b{o3V|-@@SQ1jILC(ccjf8+eywyNXf4({^ zEKJK&^#ZW1E$ib_PY$5+!4IT z+tkg-aJgNLTOoI8`RzDa+SLtWq{LYF?+n@ z*~?m~GK?@fb6dscPto#UhX#sJ$W7Y@KySCi|E$Zx078RmV1wM)w+V)Az$IWp%*n+d zISM$!hp_QDhK&|t--zPd!UG^35Ms0~fEW`=B`D!vM2+dvUrXK_&5w zs(vc6$DCfU=HQJG^xzT@noYoOXKzcx;B*Hf>Urn68Iq z8%^t?z!G%j)mTQBnl5uH%gNcD&|gbL*x+_T_~Du{T>qK-dWBQ#6|%dq@kd@iNI_hl zI!C4faHHG;4q^Zd9wAvQLBN3q;@pN^Knmw%Q~I9_q@$Scs9+*~ zeG@|`S65u?Dp=~_gDFD>&*8JCtay`n?1SvCrae2cf(@4(uriGk!-ZOH0AbYv(TnCL zGz!mmAWLq2xAv3$R1$1aAhU?*dskQO@3-B+p=GstmR4fKNo^}o`IYDEfRAB^}HI!y~oMVk*Z|PU4*l7?`>Zb zY|3My9flZy9T3l#joI3cSH3t7y6Xe+!#{*6V>`gmNqQrtG)(^z}fy1DH{2Fkf zoQH>en~v@|z@MoHqL9SH2=7~YdAW55k`&eeoihzUy6tUDB_o&NxotcSnO1$9jE2?+`5RQvJ$Y&H?ItJ%V0{07Gt`uK0_Ayn@tjm#z#K2+1|D;R%8{>?nmE)=2UTo}7sSk6Ljq1=yy8;w0<+ci&S}gn-f3-=3o3Xe zoyh;T)p!{kJTh|w$(g+$7`?e^u6+qPJP$a)7B?PfLvj`Z+aZ;`hyVWyh}QQQm)(Vo zIe<_wTcF4R`_`=>iGcssh2=NjNb#R@A7;BW3-+Q~HI8(U-nIzgL9-A#G~X+-`5ORm zOvFw$08Tr7r2W6ON0BX67?g|Hk874 zINk2=;bt!I>L_?=)8J^&PL`SewG0lI81x~89XYfW0o80f-7x0U4d`e%ob;a`@A>pc z{!8}|ly>my+b5Y3Z$UJdCfpFwG~bESKC|`ep0rCIj9sOE^l^MCf|3A9;-)r#y&DrmN zSXLCmumXS!0WK!UYj@GBTB}F{LVKlMU3uTXe~-A@0$_d8z`@5ChfT~#04cc;WQb%n zD&|UP= zTY(+$G)A(NVa}Zyb@-Q!ovFgNih2s55D2Zj{;pTQhDp?(la1{+lA_1ibaV@$7Lm#l z>~u|lB|C*fppY2GwduxWr2Pz$zaTBLfRd*GAV*z4wNX+HUi>h2XOrAeDZmdAGb$KD z=`210TB`82xvjD3A{_x>MaYf*^BMoRft`IKCR( zcOg}ptfw5~E<1ZfGYGfXw8}46j7?hpo5B98e{_}}$k#x;(Zt(@s`1)2hcW|6(erMk zY1Hq_S1))9!Y<%UU;>502BsVFlCJJ0Ham711(8rC@L{; zUIY#Yx?p-DLoyKZnClM9ARrH7?sl5Yq0R**0JravBLes$$%}|7HBE)@u`~36F9XCC zF~XOq01L?9$$xhwDcO7s^DY}(I1rh~wm8_>bi%^p^=D88BULKwuR;MRM;wrm!<8Df zp%5(vtWpSqI1Ah_1JFR2w7!V?4$@62&%}^!W(^R2-P@)zrBYdDA4hhh<&sJ7bF)lWuiE zN?C0md5i}sxGeF=T`|J7_iI&bzGUzi{-DGf#x(gsL3u=tNrPm$(V@T9ahi7&ajcIz&p1Po5XL_*`jldX-Zj?ZwR6M~@y7WZXz>C%t>vK`f zkc*Jr=p_FdhtI-psEy|*uS4~z#p1~&N0G-QSK@!ccQjVVq^Dcg%R7NsQK@?1#(}70 zNnTA=Ur{$C9?Y~`I{izw+rkO%l6+ni;Hx9fa6ptk&Zs=PeVMwxfIG$0I?H-|v9W|` z&6XqikO~grqZI#Z=TPp4?USPD0V~%(RVUw*WuugIY8AsE6WrzduGb42MG1+`z6m?b zmW;UZ<{&T<23cox+d{?{6{**aFNx%^&3d_Y?c=N6vp-Q%CU?o^WyNw^P-I7{K3Zd# z?nu)~%)&)Q$YxEmoDWzJa%%O(7iBUFlI98=J+XW1QbRqxD4Z%A{Ltd_2OgtAih`*d zZnE9NJVsydevW{q_0O!dH&|(s2RkTvV@0~|xV%%@VAG@(@uiIy>SC@W^$yg3UKN0z z?9J*HdveUQB%j-V%q!!K9<{W)GrgB%J%Re3x)3KJU_oIP$(_Em(Cb`DY1gwfpm9zm zIw9Kgp6{$dbYU=4rl3D_VC9E(<%&zu^;FrV3gtks9U1bj_OTa^z)#iC96QY~unpSR zU3Gn4Oy~J5SEdaKkHKQbj}J`Qp>qE2@{ObKK%AqT%9WY+k0`0nT?T*5;l{~pAh4=m?xs-LGUB8v9I3K5MYBYg#$l>BLr^f#E z57(sN(lb7$u97xHk&=+eK*=2_izlcZsJyE?w1iQF7XM4wPNKruLa6<~ICQ<8WGrmZ zM~6`6;JeQ2MhK^@=v64COStJr03S5d;l1zl@{UwvB7F$2j4_v12(KKGQRvNX^5NOm zg1k3dOi4t@nNvcWXjxW*l+JtQo~J{R^AOBQrqsS{cfQN(pL$v|sTHZ?q#2YEx|ko6 z`~l_QxjR@+IuSOss4how^}A4`K%<6oxKL0+2D$MIlMuYncH{DoXYst+dr6^xLzmLT zm9-<@!3n_#lES5XNhyWR7vwFSu75-D;)A!WH^w7RV$iFm_!qszB1oInSY&QnsWf)e zDibb(0oIsB-j%xWR8IpLyXRVIK7I4Id{kmKZkG)F!Qy&JV2(=r^^>6LaU9W5z7%@6JJ)gujH$L8f#UDK7O^cda*!2=UG*U*RUu|G4H=V-h9yY*o1iw1Kj7Y zTVpZQizc5P{~b$jPM>G!uwf6Av}q~iG5MK{^%K)*I2rqA-l2ITMNIGg5U3Z`E?4yWE5r;RP4f!v{fkc+VfJF#oqT)?%olr-OHZyN2aJc@l0qR} z{POP=-`IL?&m{Se&y$jrcU3%Of5cEE7?C9-C#2zAC~4k!*i8!q^s{j}fm!6O&m@u` zgns@N{7$t%jYm;InZ&G>#xESC~7m9y{5@tZ>y_Va_Cr6TBjgR6lsU z1=XR?4AqymerC{(#@n{HRyU^K9nE@T+ae24(B&3$mMq@D)u#H$wVgHD`W!6_Mqy^kz~RSs zzee+olqI*lXg*xK)t!NFjl~zFA;K z-FJE*8lCfi0*?jCffO`olz$BKt;EHa1w1h9pO}PZkvmFNgvPjZ-H(N=2aTV|xw0@n zP1SI4tf;jeP2t~cxsu!!^g>G4k;3(8X{?rS+)~a`%MKylt$!+Ufy=~VY#LOdB z`#sNnc?5W1nl|T5SJZZ*B+S7QZ#-3dD;0C9$5u&MRIR1;Z^=$pSeOon<$B}j82{k+ zI^9#+?qAzs$@h(Iwr1t86LIF<7WLOGn%K62e42=KUdE9w}c# z78TG9i4R+guX*}(OrR!3j`TS;J!}8#e=5O$9_+s_@v~SgjyD@b>Oqyw+j_i` z!bOqEJ~L~Z#{a(c)!R=paJc`+@Sp*J7u1x++959)lwjI4alEqt z*cRdfWM!2Hg!TD;i7#NRNO*Lic2(%!p6kET@8S=y6QWNm`vy`!k2?8dA3Z5I~bGVTWUxhl=kw$Gn+klU_fSxcWEe#SD zMNtsQ{R;unMMQ37^?Q!5f*`}F>?t!F+ig+N2FaN$WZ0|(BQ-5$OAMsypc9aiUO_Tl z0G~rdY(5I0FtP-i7GU&CNY)NOloL13|D~3zs1Vk>ujg+I|8L=zfwfB+fLnl+2r#V| zP}QToiH?5WZ+ZLHt5r^H}2LO~+iT}kk(Wh;$U;lx#Q3(4!K`;nGU<-{BeMLCm#t9IE z!uQ%zK;^<6)A_Q~bVvN~6#bzh5(M3UNL zV8O#F&lBPkNPaPF-TCI3ZJrLx@?sSCPr?^L(hBG#bd^@di=9`G=Xhl{_Rq37(~p?T z|2`8FoK1_0P!!)Bi5&SWwAp4uyCEJ7h*K79JRn0lfB(-POHVJa_Zb-|@Sj2jjE`#% z4h^*$m!VL=`U4&wcyi)>83O|y1)Q4^cOn5H;oM_dkki#T&Y@%AQ-!>HcO92joQjM? z*KvX@Rye=5Hc?9`L`x|0zy2=fG-J4BX=Nqp=vZ2y4P8EOVD1lnR3rTa1MkxwSIUQgF->X%{>4(7kg8~K-<`6USR~G z>JJnZ)%6xuLxY2ZoflNH`cWtaMzxZQs2QERtQ}nc-S7Rl!pZ&b2KDgqi@$%PP&EFh zPD9)9py?PGuAsKIJ80Y5+AhI8fK4?9AdIkgmdzd>7$6343W1pn%bwmfY(YW9mdXCg zkXRKS$f9q>|B1PjLC-nPOOE@kw^!EP{Xow~N?IC%x|X_!0e=kfZWQ;wkuWV)GGa26 zua19lJevC7pA_=vf~IT(Um`5Pw+V$JHBn$?7BY#8c@H_fKpWZ{`0KYGM-+_iTh2UG zsMOo=s?p1a2ecaAv$b8LrsWx#0o@{!{nHAjXoTeCAr@&~7*$nO`AN+e=Qr~5^0p2S zgQKFZ0b(8-HDRNvsTm9}iKmYb{oT6+AUXP4q*MKbPew)t0Y3J;#h_j26?hJL93Ipu znwv91WewqDaVFgl*MZ*m1kQ49bMsnOf5^9Q4}b^K)gmKAs0CmSvBG8PVSa;Lp)Bw4 zpdbuT`n8&JxAyg21A%25SeU8vK^tHT7~5P8Yz+YX)#U7CU#wih!pg>`?Ry+6;q~hn za9j}D(t<3kX@y^FBWVb}Z5s$gIzd5l$_NZ#x>Sk|O*uq7Htu_R3gTj10%54nR8dFW z_x!3VQu%le8B^2S7`WsCv$KW`dq3p?d69S$HOHZ~FCulwCLo{*A~Gav%z0(-4&pY} z-q)whVbHX;GF+z!L0o{cKg`e1|B#s}h2Wkr8lpkf&BC|4)E5tDA`jd=a?Om2Nw$4!cYgm)q^ztw*6i;e zwJ|~gumvML#5ch--VdOKBX+)f*#Hj@kBE|z1vnQ~ZEY41Ps9O^^bO2^@&^Io3N0xq zfkVo%u(F!LTS;{NI^#%*fu?nu=Pzt8P;D+ilgSQT?Dvl0#3+ytf9 z+x&c%u_nKI@(9^ufcw2&n-7h_km=XvCMS&T7=ULx0mTKVTTcA=H*xk?y$ayCVjx|s z3)uI|0f1cTR86bZQVBWV7ZnpTgNLT7r^gO5Tmnu`PROt^t+tr`SX^#xYfA$6!NC8l z3KXN9s;a8Dh?$gPVSX7hsgc(>!^6DClpyGo3GfZeOm$V&LzoX>HkySIe2e)n^SA_Zv5RfN_ z-UeY}$;U`B@D_xauiLk}^QYFO6_ppcq3Htpi!}F%Z`@#oCs(I-_=hbOud5mWtpwB? z7)4}dCU6l#$g|AZg3v+T9Q7uqAprL^Ivb3{P zUw~-pNFbOQ;vty~c>7z-%n$P5a;05dc!1^29(45$KS*kNXJ>8A0g{`@&)n0*Fl@_k{thzCA@vSO8{fq?-C#qxLHK1nMmKu1TFHna>r|M^oj z+Z@2gAIq+f;EkZNwy|*nf%V38jv7eFC;-kA^gH22Wt5i_wYRq?2)Qt#%-saU66O89 z^xff!U5=2wBq1Sz>dxn!M|nn_pYAGGR#oLa6S{N{tQ&3llf&v(wA|~dp*tV}gx+5x zZeXHH$86!_zCX;=>(I63*U7D|DsfXEn4An>9VzkXa8Kb75FnGdIOTzbedDQ#k~O>= zGD=GLh*uZ9B8JeMfv^&Y9vOA9QC+Z<++!|nXqaKGS1@D@(zgq>oW`m8&89GD20?>s z+}hcZg6uY!)uJJzEkJ7uo}6=aQd7c>t-jSb5NCvfRv&c!$Th6Sq+d~Jl!qG&)52q2 z-L(}B?^GNzj+^Z4c)+UNCC4qc&mF0lSPyyqx)o7Cqf}H>KIZ3thM^St`?o2X$4LF! zXxSxb5^9Gixx4ObPoF$_0tSfGu!MGprWC`h1%=)7kef_Q9YgDHh_|lJie1IR3dqe} zqTU>D@IB`4Hm`ttCIlb)1;QF1KYbbkb=aMb9&;Z1>4w)|zsjonb?A1RyZq<2nQ$i> z@=~TYQs=U=vP%2;i7_f9po%nbiZsH2jEA4ZgDf~KX!KE{#--rC42w>_$u;q#n=30T zsMGqH;xq^I3X1*x{rr76WdPXc{J&RL>oj)Hnfq|#{maOe00-%` zH7oh@)vLVWtgNiLg@x?z*`GdLcXM-l#Bn|B3X^i$lT^`hWsY^}fOcaQFbv3at3`|&j(NIv=fY2qskzYU{tFrP*oTiBh zJ@C!3Nr9NxKHFE*^Yd%u3Hct~)z;C8OMMO>)h9qRFMiCSytdwzHiTWv>TU&!1WDJI5=ak3l=$5eSHqpZ&<|N z?(8@(q!x(9bw$(5-7gsW4m2t=oNc-FP`q8uQ@sI{K5ukM0+g8`<|J?}=)59`4!r_SepwjY0+kuelV5_tQ)pi0Qj&X!SE z)6%-5ma9bCsLu&+P#h>X>}QgB_yh#xwY8G~+Yf0qd;@m?Ny$`iPMG2=fCg)&K4tKp zz4f!A7G8d78W1=k*9k8_B9E-Io4JT8E*JLLnAGdr2Vw2^f9qp}?1whHd8GXNI5Tha zKdS@(CuQR6kaJe3YoTOHOiaw5hq~#xY?hOX=KcG<9Z*w#yaW{(_?6DVZ78;X74mTc zsW4Yy5&CS)PY(>yP!R#4+YS7H`}e6my}gZr$pV_?Gn8c;EAAm7byuK1&71&@^bNS@ z9l-hMPF*Ebsh&kWxIg$Bj%(EQj{Rd^o|7Bv{rgJ)K9G1IM^PHq6QqB0MI$66MQL>f z1M1@fh!72@m7sx^kpFylJ1cys2O$N;YlyzJ9W8A|PDO|m`9O|B{YFan`l%s1_?I}@ z`(K6>VLL*o(lK3KSF+x|F1tG87baEchcpLI9sQ>SlUCL1{Tki3zK^ zryef3d8=JM_MXlzU2mHn4u>@jWHQsqNa)X?dr~rLeFNi6RI~LXr#u z1OBo5i%KX6OQbpiE(}W~Og#?jl?c-Kdu(zMBns_MFk(m)Vnvev;QyK9B4dG{mAr+1 z8-$gm_W$)qhLO(D(YX^7$|$I)N^0yApI(VLi}0jHL&GA(CMOd@vZ}-7amkNc@0p6! zOAJ@rzrqD}Na9N%jfek|rSZLk(E45$8L;@=T}a~R$vGE7jqhI$rEd=Bt z=RtxOIu-51gl6tC6{%C9)RP{UlJZA#D2Df0Ee@LaxylggFL8g;M6vtTpXh<<(3dn6 zkMv2LQC8LDI20Qu8=lD%zA*z2Vn)qF0gh=QqEJZm4V*3(ie(KPb^bIV3~BxfI(x8U zqcm!aA{2u|CTGBM`Lo$l`X~Zh*PlQN%t+G@+8xG|0iDFCI{57xRjZsCf!s6`W$g|^ z(*cClqtaN5>{u58%Q=sHyP>fP_gd0lua3uF);LaxPOWH=HI3FBrC5bt$nmvF8}(bJ z0xty4XQ97GEgL?98V|dvJ@!p3JAt*7S3n00!ndoMj>>DVK#x%ynlT78$*%K)SqmwG z9t?8^{I`s+EPmk^MH5%5pR5W|;j3ru+G2#*4DPR*x1mqiMMMi+y+la6O#J!PyoPQ1 zwQb5OhzaR4P3cvOLmS_g&=8y)A&2|B@{K()CjZq#)Wlx>i%;PtNoDXm>^sz}Gzq%$ zot&d-`7??(SH}}}%SSYQ#4a-{S|XWL*IdknpMO?b^5!kzt)GYs>kb~12q)wj|Z8~x;>Hc<=Qcyen#JjI;Uks8tXOu6n}=& z)yKob0`}b~?KzI=%}8~|pa=QG6$5k&;YHOHMYY5GIoUp9Bv>XGr_?Jui)!;WyXt`P z>N@o~Rh5swC<|0Y@5*?egmRmujq!n1k-AZ4wCrdN3UHpufby*D2<<2 zYsFInIvW%XP|A&g>=lOwRq{eGV$OWhl2*RvmNX~_7VlBqtK+>P@8@_7il}q0gKvn# z27`X79#WCU7yHywThWrXA@Z?nGg9r&mImhS=s=w5=%f1kPAb zqz}3NvKMUjeO2s(h@j_b+;&_zVfkelp`>L+B`>(NNgP#YCB6N!p;}w4y-8tmJe`Kp zj#6`jyasZGYAmgoCeSWrNPcH4l4o9MNJ_T(5dyw8HwZgJ3^p5g=S>t_X`t=!7G76at0 z%L;<_&r_DjG%0v+30#r`V=!DyDptOgT}K5h&hTF1gDKlQ9_OQ{U@yhE)vQS085B)3 zNUNL6Q9+L`H|>sDQon<@pXnTP;-lKEJv(*2_p^$IkY}ejf4Jh9Vd9n!*UV5&?K3bk7_!ySAJz}Gq*WY_ zKdmTrnRUK#>!jthq!=sL@jBddv+#L^+@MW+U%n!AgdDp7yI%QL&vN{$lz&)lHe3zI zjUCze!l=@hB}DsmwFNa>>kwCyBDkySykp4N6<0N8nJ8*htbvt^n}*e}nn_VdI$Eb6 zY$ww!kH)8S1bw6w!N5-n=AG)3_Z|N4V%^^6T+jZkEuhp1%cg>Ut4*^ya|i2u*FyQ_ zs%2s27RUQO_KMpH>4M+D>S*qX(c6cU;U52@32Nf*fJ7ZqFv(*ZsL#l!JFR_EZ&e*@ zvFA_fMvL~VSnta>QMO-esS?$*^etpm+g}SPKX!yiOTvf|=NG)`*ZS>KUwAzfpFb?|z>c5Lk`Es?UKlJk8PpVOr?6wK z(f0;LYN@*46}e%7icv;4$RHMjh6(3RA=>$!7%e&U+iJqEMcVtiHgthK*dp(Uf-(ptzV@H{R@+W@154Id7=kuA@YkrN4%mxalx zD)+Y2t(#?&nI#|IO+EDLp~$wqMzq_1$2JHLZ69r>;G@~5dd z9yL;SIWJvoeDV@vPq0J|L}51FcdUZ;L=HPEbcpzCPAN;64flxBJegrBy2j(6xJlm$ zmlPCwR?UpAxmna8_R7!QP|PW>{`He~N1}+1fa^P@Sq(wY5IVeSAtJdYtWmRcW0<%S z8k%a6K-@ju6zz8KNCAD_9UuJf5vbN~={Fq-j zprXJZJZx%ocLCu$>!bY0!Etu%_nfk@pk3Oy_deb4$pfqtZ_Nw`T3U!GS*Jk@HP+?0 zeV}2rG@vxk67>~cDs)TFprNNo7{@Di=g($hTB>S04MN7*oy@~rYI2h( zo5ewbo2$0KQOT3v%88eM%gdXR;rEnuxj*Z)7L3noJ@?`6a=*9HW&et|Hj55wZG+V9 z2bT3M;d>5qF9GX2F`@|GT|*mriEVP5{`3Z!p+rbXs99r)d%f&+T;avq z8<7>bPb&VL;vDk+_9MWCp85-LTs78_qUbV9o;)zB-ZvUwGpSh+O+H2kr%a$IQ8C z4@)T#P4yb(OV#{bgA*+T0{M}UFi~ZuU}$7C4?YM)KsUU&oak(9t)iR6CALd$;e)5RdA(LgIw#II}GU~&SzIK!3a9&P~Hcq z{#!nBY)_B4zWW;d3%C{ejWw(9#i+n{3RhE8^Kdb#V7*WsKFHjb`i9N)xcrTWe9GVTWzy_)5pp;=g1(B808dF!UhhfWs`7jvZWu1c4YBEI%1V&u-6wEF#< z?LaSPKnK&Mdx1uTo7R$d*aUrsXDHi;%#K1V6ptO+utu93SSI&IBpVVO%;xsC>j% z_U$$v9v+)pTQx2f(fkI1cm%wO<~j{WO;1z4gE{-v{5%}K`8MRL_6Wuop`>R2am(<0 zWUQ~Xh&TKA!reVB9Tj%w`4KY~%g$b7n8@5?`wWur{Flx8Lu5t5jKpE6lD)6#>i0h1 z{aa|=xQ~{cgj9dRl2I2C?O$%i()nKdXmwoG;hp+%37LWi4msAm;z?BV6h-%h*jcb^ zufB!GlA_WpX{N(ADpbJicu7PZY5Y$B1#S!J#qeSEe7}^xSTc5y&C1^Ztp#7=M_-rS zd!nHQ9`$$ppJxqi1W$t&jg(a>qSe#>DI|4@wjBgX;^%g!Kf2Oi9znUK&uWNl;^)+{ ze}^HRdw?(YMo*poaD-t~ttK<4k~!KCyHMpbNGC>g=j`$ZU*MYZTdlf8BOT-V8GKUP z?^N1Wrp*;WJc&jwB?%ZRWfY~fsOLrIwTQ57tPim!- z_&eo=ggytQ=O_Ov;Q5}^C{Q^y#2Y1*KEY67i$Kpka8Kb`$i)6K`g}nKT|oM6BT+EF z+%hrn-^iY5j59B1OT%|<4d*hnia%Y#k^Su?I~PWGVct(?BbF%igp_*4`4rHO#RY{k zJ4!Wgnlb3K5NMyF*PY(#v5rH#C5eJ?$XO1zaM@urQ=45l~x3`97_vDIol=FBpuBz%x;tU%(Eh$t{ zfBOm(VdOuu^-|1i-kWG#=1s84)^SWpyZ#(MI8J6N^@i@u z`Q;5hOmuS>Pd5=8(`rjqSjFpwZc?AEZhqx^Ug8kY)WTkyAj!`e5l!Q5Uv2I>u}MN! ze`2wr6SOW_gV@z(IcE}n_KN+|+$+5$u6gmJcGFYz9UT9MGXy#Ue8~53jJ=&S7qsK= zT_c2?3VtoY|3)B0khdg13Ja~@+vVsalT5BN4le)s85(orWK%EHc< z*4s(2*jMzQBL@d+V@&Wkr`2GIOmBmEF4;HBdUH*trO9dxNIZ%%SBaZv&bR4ePled; zJeYZ$Dy{qS`_Y_O>wY?g$nV}iWd?8({Dq*eqrQ8%Tx^x)Kb<=^sj{pKeApyVHey74 zu%3vuK8v@x7z*Rx-in~XCOfP}Gi3@OtUQ>%TY1I2)ES0D+x*x;L@NBo@m^luwt6~c)oxK>{ ze9NQXjWVqlq2t;pFJI=OYeph8=D8fv6n4hZ6kks-_lmbM;q=iWVJv4S9AjZng(&4<{-!b)#uz@vX|9;)-163Jnk+x0qt=6!VU0{M5rx!Yrxi5JM z!wvO{2`t!8V6;8xgv zO@6oe>e{>#Yy}9wbLe1vB!h(%#W$_P_~8V8ptk{ z(1P|UX1OQng@A;PC%=H#sQuDNZdM1Xka#ouUuy0r2Kv%m8B4SRhvBx`f{Fyu=&r`i zAihXXk~+Wg1R=?_7_%#w>ZHSz0it(>&XvF|oe)eNN7@gvnU1e4ZN|H5_Y??zrL+qr zXLx<7Bk(v_rx!K(&*#yUd@5_k*O_2QD}^A>weCYr!>UO~;l^(;c& zRxD}^OwY7vxRf}qqHvvM{Xp8x4<>Wt)9JGZrFk0S2P{??15%Zz7u8>MuO_fbAFL^> zXfFk`Rt(g2W%R#C$u`_@Ga$#-RzH~JYhrf#qFW+O+=~oUkTj8^zg9D`GNBB{l}~LY zuSnSSODTBY+-i)-KWX%4zU8usm%}sA{XuxIMc7rfX-;#dedaxF3)^}=drO z3k14S2NnT<772B<=>)9;2_xKsH zvwOW-HG>^*d}0padZD?I`M6!^W=HkD@?vGVi4%(lV#Eu_V3ZWt>1H@%8(|PnReDP> z@=q9rR}J_lc7{K-9Yp`t!5n+IDBdOG zQ#`yly@uBbt0MGx4vCkltSg?$hxv)F@4Kkp3HH@@Sxe$m3%&w*(2_M3|FVd7>QClb zI}?qP6fa-))vy%RE47)`?BeCYawZ$La2xM7*`Dh`>nk(P$U|tJYAhu+CYx?+`_O-* zBifv>Z_8oVe(78AIgXR3Kid-ROIO3ws^N-6NNcqu)+HRT2M>nCfBr}Gn#mycP>pGX z=tr=%fV(?3xsA!7w>d+gzM0j%&t^JO#dt%pnAbTXZXu!f)W^H|abXx^jS`~J-WZTQ zzK(L7^?eG&*!5qY-98gvHfTu6{ZwOJ=K2b$z?eppt3-nkwh{-DL8PD@iJa2!KW+SZ ze8$o?weGvPL2T$BG)tF~;_~KKf$|c^k=e(ww&6tb`(H^(UP53j%%lXVR+#nsSsE;H zORfXp^xWAB2*3H`>D2%RkR~B5y&pw+!7J&>9IuO{_9M&8Pn7pgJ~T(c+_{4q7w-po zaVly*{O5339oEe>0*LabNM@|80SG1K@<6iQrR>4V1Fr2yEnU^l_Efl1o*E)QPb>Cp z6lIKstG4?5kd*C`t~F%ESiHe`Sk{+NMSCqteM`=sSkW@+aXU+E|G1cOyR=X5{xCt2 zGZ*9CAJ_ef9c@5{e4Bs+m4m%y>HO4l(bwieBfL}8BQPccftlLHRvr>JU?2QW1%ci zbBjLDD%(WS`!i8?5GUb^WefkD3{@&Kk}dm~aF`$E?4Z5bYXcS`x7jQ_U%ad~%1>tZ z+1?h0f8x4r;@QE9z0K#*4BJRn*Ta%i{vcWQc&Hw4noitV=F8DEWy9UdV8c}n?t{^S zVkM4_uc6vF&)6u*FPEXj)n-p;H#AQYOuyDQEu@Bw;@}!NJ=*0-Xb*>j!#UkrTy|qm z*|i)A?B5fKMP=ztGwbSnwN4+5?i5RJuN{>QhZk8ZIAtQLuRAKxcB5tWb8E}@(93Bo ztA=sTs^zkHDwIP*e`vDNy2@+=kfnT#d@wsgY(snm)kI>;M38le;;{kY*91qEMpnEb zs1b#Bt;Mi_Lu%n*YAe{pOp8yYjy;xL7XoxoG#-+ek(D6>L0yTmNG{Jq z3;lCA5$hsn)>c1pv4MZslufxOCqINAPD|7PG}UY=GXo7_=_)Iy< zusD#>b8WcxN7`4=j#^K}sQy?3HrkSUCLQANl5!WHo_L^hSu?&e?2Y}0Nzr4rlfmZkH2;BG6J$BgM)8yA~(a-88hCdiu}nunHUMW5I= zr{Nos=4ZeikXFNFnd)1p2dahod1c6E3vSapyOXmnYSF8rwPJb;a_Sjbb+~&Rj2`2$ z^Y&oahKt~gdH{4E9w&ZV7daYE?ela61Wk%>s_dVg_wTVnp1EL@aLA*gqP%a`LVqMC zo~NulgiKATF4}TF-;Vm3TU#6VM7}XLF?odq_lwhx)WpO@*Rh}4d4C37P0iza$?Y8j zgYiU;6dJL6q^U2WPx+mTO=~DM#)PNaz?Y^rP>95SX2Z5)`<`NLq~al(^UYau&~1vP zS_ZqvU}*docO@!)#D4vAm7K1l2-CF!>D(VL8v^u&{u-}^r#b^q5mJq|+Q?@wH+E1L z*}Dggjq>huu|!B9nsn)ST!6&vZGrsUzw))0EXON3&0S|I)f5Bbw&D4~$Jni&TM&HHNJ?8guDdrHBpIV13(@u{gpdTvX>E5|#*`1+q8?=ClYcFqA+g_|+j z%X{41`8OC9@~@8BX?y5*b@j#E>&9K3{ACmfY&$mdy?3U|#Z2SF8qVPflaw`sRXb7G zqWWZwCU%A6yU z$W*LdQ#jxIf$-mnw4~bSt$nNvc$R)`_g}^kvob-kY-UOItQmEIW*O{HYD{~JUy%}v zJpg3z7T(Gn#)CNEF$osXS0otmBCT!)yiQMIiDaHhbb2-;(rTFe+Mk(i=6S)1C`S@E z>H%9dr@BlxEZp0WU!?OsB0xT`^UyVW5)u|Q{q%W#eLcUR0J`0Da={-58#}+Wlm-jw zbDh=UM1Oxj7jg8-DPRjdwv)_WtZu&2cm2tQZ{qg zAQ6?5f|-@RAzB3<&c4h(<^nX46us-zcWkRaGOv&BKm5@kRFEh6J8W07J?OHvN!=Zr zM&MJn#tiY-p}C@;UYcmpt#`N0_f1joA8+Gz5&XvDxS= zQ87>bj=cec_+49=-`|u4duJ`lUVr4JcboZCZ#=A{qpSc>+YKFwske9r8fmjVc`gPs z2vgxK5=-m`RiF~E<;kYiQ|3AL&L1JST#mA>OHmNG4SJyvpC5Jvbsf5KQ^7{@-K+-Y zAqu+SutTnC>*|MT7lJA{kw>b(UT+p(g9M8x}Oqa5a(Z-JODvONG-hZGFbPC zd|!s}7vD$PiBH@)RfwjiBbT%!RRRPQ+V3r4#PTM;aHKR`&gdW`1ky$Pt(nyy)G+V~ zo`e|x4MN_%^!y{2A}%kFfs2c)>-Ts`fQHZ$L#7}i0`srV&TOIDf{K=w^PV6gt6J{M zpt|Uzt<5)WE54k*9yYl`BA;Cs9%Z9zS8)J>KYKWkxY#}mC*Fkx4Iq$xnl8;JHC!|n ztJ_|g6cJONf(rxm?%8HP;-Y}>!wsx05u51{bX^nyOTa5i@oJfQjMX`KPn=&y6a^_9 zK^jns>nE|V>^h9+bSR0wCrX-R*V-z7gzqa%!78v~+5Xf^E5{l|I2ut_GyLdEIe>h5+`B-Ym;I({8fq9$67*Q*81Qr8-fo#)#37 zo0h{Jo3W;ewVzyk0LESGpe$Lke&C`_$L$`Uj5|UPn$unG^FIj6Ufz@n8|Vc(1B zNPv6uDBO0v=VGJ<8@2p-a{w3Kb=D(!3B_4aUs*M(>%EJ6zU@Wb{L9V6L9%(j8{DHT z*|%c1?UBvdr=U}0aUs4F)L=xBlMl*2V=7`U?R+;=2A6awT=Zq69|uDJ3UvYfg|JP0 zpLQ0+r4Oj2f*w|+TMDODUoYR{IVFjxL509PADAvO%j{Rihka`pnfaDgopN4(dVi~Y zvC2L7&tPOO-2&d#n-%s&rfwDh0j9#lB>cAvQs7#5$~Fc=2OVpm%Hk`gcgUQDAO5!W}wv*b*>(AT_S*ohd=${ z?ZE6$?Ek%H2zJRzXDQ?F!ou?Ed<;9qFVjqj-|D8TZ$)kCiguEMb&%hWFUc9~p9P}y z4_i-Lj_vOzl8h$vQ>>u}fgBU{ur{m~dH7R2V@Q+q$q?ta(FrmAUW+RCBig{vZF-96 z5V*cLOS*A9xybQS{W>-7ccl(%_P4jCH!(8uX3G7Kv!+zXzO7m;r)gAu%$@Y zOgt2~@?{eR2aa|BO#q5ageB7Z_w;T&ieCrB$!cu`@xCxIyAbY;M4A&K`g~}H0&0G{SjULz;XXaFymnS(?ixPNw zMmO*J=r4NT`yf!LI4G}%sf40~3WYjtC5PbCqS>2BRC#=U%zDiqo}8q_H?3YE6j)mS z!}b>Lc-)ZfE7&BJsEnt&9vNq+;h45wIB96rRZ%Cmm@3uwIm#$HmzreCNZ=o$Qu}% z%Br3DNBz1E(wqWXD&jswM?SBR-W?P>7_mU+wTPD3V*$wL4o6(EWq;Q*gqoNp6fhjt z?Y_DmFXhTsm%fzJ*4z|=8nXT20RKL^$y+%6xisv#^xf9zhL^+g>Op6Mg@Y1%%m}mb z<&ozfw85=9Bhe)KSV4s)eo)PA=Ak}3)2KjiByE@rZi;{_`7Z9 zrc~9BsR@(`#@Ulfen!#REOktXtE%NTFUwp}z`#|bCnuxE(CnZMt%HOJ>T#T}J|RrZ z%%w&Pg7|E1rx<77jcx{;tlU@Ih)#)(^ExX%G3(mu5)9g!(Tc{~Q)VOAf1@G-zJ5F; z2f>l58GW@#LJlJOsU`)GR-jm7yEh3k`{*VGj!ud{G5yyp4W^drR+lXc3&?93rSCfN zRkIwwjm2guYadh4LdKvSxd45jGrHILY4ovAXV8_!M3afx+n~#7#m30o7sgJPKcICU z*}J*%$2?hyk)8!VrY=`(sn=E72|VtyR_ixF)&=DbU#SHvGn6cD->YNeM&e9Mko{c;j$v#K*u$pIzDAaqf@Kz}0YoOoe zuSt{&tb!!sj+PvktYz)^Zi2OW%iNg`BQ)^t&U47r zDOB(jAyD|jlRqgbY4@_%%qRx9aQ+g)j2K@ba_Hb_<+}C=S?Z^@gO+=NYstE*`g{aj zToQ?A#PX^cIpxT3{WleWzXU~z_|{DM&nN*|1d?zT8@8(Zv-qa7&Kb*qh=FD+aaKCc zQ~&!5$(XGgdWn;#9>*s183_G@F<;_2-?H-;!i?V zY0yV{toa1WuA<#QKX7)RC5fl!jJ3(_n1-Dlx2Wb8wegSKnaJ<$dq^}QSk2!GqVH$# z&Iv)SK0Ks!>nyY6H@Y+APA}dPon<+zgc$aZ%+M_@#ldHSWzQw2S8GoDjh>g~$AbK8 zY%30ID~qN&RYTc9&Wz-bRE>4HxZ_)CZp&Y8&$irK^wAJtY2w3^*vtU@XvZVlxcX+X}8jPs5!Aq13jT!m~|MO?gwM_-kZSrgOhP0>`?-#UAHBx;t|(f138ml>=Fhh z|76Xcov$<+$We3=gf3}+x6t(uOeq~~2*^dM6UVb9*o^zINIf=RAz%>qy@*CH=1WOT=K>CDOweV@GE}L{AQ^R z2>hPTttBP7r7OzIo+nd6);z&m=*F}QeKw|DO47x_Tt#scci9;i8rvuS(l-vCCS6MN ztGNOwiIL29C)if((&urzSgdSpkohWF(A&N^T1o-E=VhO3J!~8tkJYb;bG0@^-|(5Y zXLRhSDJZ^{=+rsR>bbqb$Csdc{q{AAl7>d_-gFTQVboAEJ8BsxPwjiIgiXha+{Kzz zhs>VsN*_H+{)v?1*OU9zZ)Q^lYPgB+vI(Rr8=B(|#E2@q?r>k0G``xoh7s!wH_Y2B z5;dvd>D_yL^ExhX(t=)bm`mGRp)$lEX+lLn&X)KjGtSIusx;yglD>I_<`H zdb-`&u;;qjPO%G%irRWOA2kCN9pCk$QzXDm;4nk{IB94?3RLn~y>IOC7&L{Xq>$m^ z;Sqg`H{#$VWo`+{cRMVOMS?r~-|4Yodd@BWM@b4 z`yloy@Y=sMQSuBCcW=?xGlv#5?bf+|&k74`GrX&SMk{GXLJfM&nlisw%uN%IT&I%) zb#Uq)784_(riP7Ojhn)VhYFg&_m9!z=4df^Y=lw0E@rnKlK#~{n(&+zZ3eOmzo5fg zAd)4_(o-gA;CUbiy)OPU!wIo2a*azQ2y__5)hzB7(|1G*-inIcBjxwfa(|%M)Ag-1 zaS$0tP{oZz;P>OJ(r6M?C&y~vzht$Tpd$4?5eCA{`FaP+7kvHvcr&FC-Ne6)*OC z+;UxM^N*vn`AixZ9XB|kPPTO?N5}tkyg`Q_85vo#ME$67pUKh53A%nK-K%eOG-gvJ z90@r#p>P2${Pw`{Caf+Qqj3jb$T2c0hX52$gxW1TVlLS+;&!n|1zuJ>K({gqc(3Ua z9#b!e+rX)&KpR$6y)dH!tJ%`EGOw!xsnK-)&J{D$qZQe-^z;#+d-%I@eYC{;-~y_U zg|b+sV!hCzAQ6hz`y<{5UqJ)!Q+QAcuv^U(Ta1QU3r45KPDL4pW&{zaRNeb>hF2v^ z#?)1o?6p6(=@iav<&6_%TJ1f3dv=kl**JkSkIahG#6=fi5GRouwl<*;;_|Jr@^|MW zUG_egBP1fa1?~1XoVLVeEmzuJ0><|a2{;kQ16PD(5WxI1nG+as#J;gJxmG$b(qBIT zu@S@k{h&haE0lsCH6467{cj1KOS->N>d^kL~!@Wi`5e&ZyJ0#XqjyOvL`t{gbD z@?9I@M{;q=TZIT^ux0FNdKj4Sh;RNjm6g78l_n;A_)YomA-^B+wT-z8n3{LZG7%(x zk{0nEG?(d6e(p}xE4HOPg&QB?!-k+=WjR^YwcY%2vH2sPChg$Bl4#(|4YUKPK<03G z8GD%Li=R)ihb}e6arc+46Ejz$F%4iK42}KTx+Udt$rw{{&)i-MwxxfDP6f;}KhKZJ zzIm)xp?`G8SfavHR()#CjMc!i5nMIPbs<$g#FND)U*}r8^i=vWqxaxKb2t;O58@3h zCZ7;Et|UGWR**F{OJ*pO&2dnIZ$PXrC@nSJ?2B8&D8r>!FE<&)1Kf|OYi%w45|FEC zfgnpM9%+8x&o?4HMpU4RU2sk8jlI^|nAg2-e{XSuAQdBcu!LD&Gti$)OI)89CjZiA znAaZnewHTBIXm2z?zxcW-|UgIH3&=eog4X?=WNn{#REG2M0IICC(-Sg8VM)6iNXHT z1)ZIYICr1t*~A*EmqlYP<~TIHG{cOHPS?Awml|>7`-8IRK#{pSp4~q>3L*m#w(yVe z>@$GUJ^b4@-b_(F^M%9jEY#G&I<^hL>HJ=2kJl?s=fj*%z*kSV5)G8KwC1ynnos_s zdY|>va;3>1)o)dI^!BJH$Olzg|861hqyl^IUe0q#j>bAU|&_ z>Ps(6MhrLq3$CPKCLW9y{g`gUFGq_F40?^P{YiLT%RSCbBffomv46a8!L;e_0l?*> z(TO;q6!rB-zEjKOm(GZb@DO7FIHJ|$%E;?_5H@!n{==1|Ck2oO>gsqnG_vFbXqApz z(yh-=UV!zBr&SO*IG&xF`d~grJ|b{$?fY;l0rM4#%dypyG7R7hDCFo&QYsh`U8#`_d|$$g*xSYI0q085TE9> zrPbI1n4N?;f1T}SN_?Jh_!nQb{9w}hwess1{RcuzG;Q1RUn%%^&Nehbi%;atPi0}> zLU-aw?Y1;T9dE2{xSgJwzH*km2{y@qhLJaj{kLo&dOXBsn?6UB(l1n}%3If5l}vA- z*K=@w|4LbPV#65w_b!)sBtb{mE6O<#$g{D87d#;7%qzNX#y^2j1X>D7r^6XPoW5J<7fMT|r5xQ~#19!5bR6^!C9&mw z>b(IHu;GLGsy8f#aBUzv1AO<1OH63rtbcg8+qO={z<|tm(FbC-2P zR{bdKfV;FCR)xdNcQ1QaDQdq!!EhV3 zQhR@QSd^Cr1L$JCnWT^6RsCsYpfj>#HOS>>?|S1#)FQ0^^o186V{qP%eGMf1CwFlL z(nm)&Bd@%1ddg@8^+Z;;Q+d#2b8gFo*-gP6^(!UpV6-bU?UoN^FnYTXEsyvc%leM_ zV?to-PaQ7AYcv-@G5?QBuY)5a(HQVhecL!rKB-MVCeVZWBIl1Ky=YEe9$+dZ#KjT7 zlm}E-PtW=}iATJP#EdPpGSHy`((QW1PjFV(37vDv83!TotKh>LCZmA3w>RI5J*%wjdkSQA~K9lj)!Tg#Lz!&m75Gtsd5*@cq zO8NkOdkrPC;oQoO!FeC;RyE7nDa}@0gRit$Je$pN1`GOIS%8=iETKrmHlvua%*h`> zHikNZBx8eu$KCVp160qY{LXirvln_Mb&frJh<`BByRq?yWnRom>cpl0hCEr)=+6Ft z$8MF}gNF#Ssb6!tLB`@w(6VROiN4^X9~~whN&fD6rjljmATi!i@ScFtejf4gNzu10 zR)9fdHl!2mkG7N0KQJ=U7u{y`gEDjVHU*zh{l`+}>$K(`6>6%L+( z&DG|-fEbWaXWLg#Li0T0sbgl-*B+?$WBOyD4#TOi>(l;tWl~4L{VoE}_4T@>Y${h= zYAP`ZJPkMN-=G0b)%Aqr0?OMS6aeP~^ko1>34ZXoa}MYrA537}*efbC-5vW4h}%ZD z*<^189!QQn=SAHT3>80r8n8rxhZ9j06qJ{IiG&ac!e?Q3ucWl}dgFd6@9I^5JT2K6 zvY^Ad7>#_Y`_z^I80^VZCX}Yi$#)hEFqv|Sw}!)I=Nqb__Wq64&CXQH(?yDqd5B)= zT8Gy|R`Nc#XKQEA;6dK9IGA??(ko~8G;|wSRbY9cvT@-sFQtd+x%kA5tm|W`vCX*D zor-!#<|yb$!PDrl(G%R3{?P(E6TS}~Ul*(OQNiy{)`S7^f5!h*vVgDET zr5v5Ih5r8i`(Jd-lC6Hc%LSV`|KAA+7ZJm>?>P{Yf5{hJTZ)oA}A? zs!zWB%hY~;zTIslCGMsE;uDsh3dSQBXxQ93>T&a0E3eM9dJ7o1zrzXaXcq*n zw=2)St2G8hE9~G)&q|yUiR!k{{(M@_{+`;s1m?o}nhB}GCE4{auEYmvZzO(B_MWfU zP-Cgqd#lcx9_P(M>Mx6z>mMoje1k294>q1;@Ur#)iXu5^9`c|JT5}jxXub$#f3cdN z0QUz-x8~((x#-)8M{N`1NG(_-nm^fqrY%PzyC9^D8#JYvbjGIXm zhT0Z3+pDga%*X)j+0F3+E09M*emdN=2uBpA=5*^+ko-CBuw{u&`rK_k#^#|p@+F41 zRKfGxAVUxq<2X34_;^umZNitD2q5#E($Z)U+%g28PGbOmwoyP1C<#SiR}eTW zx<0a~m}-P+Zg9rm!5A`hpAE!>b-fpTJzM`~hWfO;w#6nTI4>A|_f$DqE*X4KY%jvdV1KbgujhgJ!wE z%l^#ij^J~HkGOPAVkZ6%a+44SMUk8u!-OKZ0G#;<$O3-yxE{$u!i5`z5%oi z8D*WvpyoudwdeK)`B@G;83;f86#gfcFhP zrdL!~mlz!TT2Wc6A!tPDx=gFRBx+R+jd-Az&v?4XGqqyrrJu)nRCM+XlQPlqVMpem zoFA5LoTZyf(Y>6HFxd`%>S#?MhOVZXn%aRY?@L_;BKLcI18jI=R5ylJ(>a1nwp(uvsw74?|W;qJ(4yk2ZDVyvv4R- z@DdajR_11XjpU*a$!=bcsUc|C4bm0Ir8@6!L?LYU?YSN{{%kvlm-sr1O;Krl{~|Tr zji=Nfb?H^Kw>7qE0GgzQuNul&0_lrv{DrduHw8NKs?QxTFBOdE<|Lm z4)7_U)Djr9L`+PmLFKi2Shv!%<#@UgBRBzU@g%D>Ef}uv%Z(@sH3l;+Y1a9@&>P3pR1&W(wMdDdlmw;hi%TbF9Sc`MUwI-zt9+|o_ht6B)kd0 zhsZuDAq9)vJo*CD2H<#o)bEK6)B-(*6=Q9Fey#^|9n%^Ha-fTdC$mF1Hqp^DMe22V zM6MR4e^*;>kd+IXmdKbCZ@WH!_y9l_-~nL~&{n_8Fi~)FCK^27%`)gW{{j`lPY|MC z*e_dKrrX7G^7fUw6T%Qy`=XJS0z7$0ykDDQA%5Ik3^a#zbY!d#;>vjOZ9sKI8e`VRSo^~D zhOV9=zAHGl*FLV6#Qzi~PXY2Jm@l!kwAAK*rc4G9n0Qvyi&_Yy!<6+T@036HSv1V3 z%a}DTF76e?FziMA0vD*?>z@jT*4yzj7ED91Tg(ZfsRe5mZ5CsRJbVYM@6wFaj0{~~ zltQB5p+t`D467oD@qG0OJP1(N5{CqZVu^fI_-|9t(o=|%a&qW02@HTP{m@)#0!Td& zt2-giA;%h^*qz9g;a!UUEQ0jvof3byC-~|CSPU(gWC7_POk4DTj;{Mj2cndW3?&xQ zNf(ZSqPltyIBJcF$;pDEq748IX!!a0C%Qpe*w9v;71H;)R8v+_fq;35mjVh9#UAI| zEP!B3_db&X7W1N60EN;P2rb*Ey=1h4f*F9J8jMedbK~kYQ6)GEt@1 zd;9yRo-OrDM;nGQ&=f&o2udX6d1VvEZ&U@+%v?}$Qc5@W|)*23yFBcj64XdmpRR| z`S`9i2JCQhKmZJ=;17TuB8?+If(+GR{*l#Y0T^bkoR|x3BN(0ErT+gt8UKF`?n6F6 zPt46p(!GXhKXg^m(rQ>4ZP8~2$^tOr9=?uDA(m$Z=IOQ9TdtQk;v`7FEH``XI`bSg z?2v-m4~!|Tzc4#nTU(1Rvw8r%pPipK0B8?TOB_=zIEdM-R)k824e_d>!neMhMbi7J${RbK*3|yUp%NlL+E5-Y5~`11BVF= zCJ88}UZ%7_RR9MA?RvP--A|hlIc%D(QKtWLk;+Qe5Db!tdFvOf4L+doMgv633)fa> zOVZuly?d$j_#+rAt21nmrWhU-uiSk6ZLvDN;KKtCaIu6OMrH^xxGlM8-0XuN!>Fl^L!6;NN;q8{6K0VaBdJIx*|YQaSJ@`Lp` zNcoG!zODSP?{aYd3uhqs|)u&rls&>58?)A$ijXn~vKx7Fn z#Ul|Y#nWE3lsXv%%7E8KKpl4NX*|G*d_CF8EKIWw{7nwcE~JQztt?6xAtH(VN)Z-L z1R6#f%CE1?NBv=;;>w#$@oJei6HZYLH)T9z+PvGe`U~4aIRWGD*r8jSe-{6;@5=Ez z3G&zN_-AXFx7WVv-kGE~%_5daetj{5o3uG0NCm%7MxA$)TcKP=uiJjf{}Bz1h`4%Q zjtyt;K3m;Igd|RsJw7RArGgh;ApXw6Ru);KpYkb_O}W=sQv=sg7z<=u?Si(;|CHB&GzuL_V+952Tg6{Zo3?k)FPy@$opH|faX{4$YJPQajvhF45OkGu`{ok5C9 zD_*jeCf-=?Z!zZvvWGq5Vtt@3pYWlTMtkm0`rWQAw>5BK#KjvCfdI?cSZtI~@ku8; z9>~$P_JPMTPZ|aZPoyU$O(1gBNMwJeUT(_8f?3rv@l%789n8x!qkEph@vqIoBMAz| zcLXV!q50W1uCH8Q!8yU026`NWTy|h=*diaJRkqY?{Nc+?3JXMT*TvJBC+(^M(&p1P zd)OkUrp73l0;7fu6KgTbhiBKF4?245gN-Mf?|ZCD=%@Y8v?v+lVd60(NHBjv<&Mn z$7;<-iHT>Sx15&4#}R$tH4nXDs;NGp^s%&ypW-m6<+#7T;9WLkPeZA?NdJ@CRg;3s z(#5c3tjHq{<-DZYxFlRm+jU?rf{$t>tKXUW-Pui1WVMAHIk0 zXw_(yGtdDKEKWqzf*d&FFKjm^aD1y>HW@0out(Kk$EGkj8}UDdTxmSjdEZvuQ<6fN zM%hx5u`dm>HWMa$k{XQ=h0w8|ly%B3RAj9b$95D>lq`{LGzn!%wm7yBB3t(R`rXg{ z>Umx~Z~BPyKmXtQU9Ri;ep3SloqOwg7u*XAdlks3zn_lWx(WnQT)F70<;BZPy?cttB zqq^N$@(SJ?i+Ch!cx;a63kP<6u(>H)lVpQqZLQeB;91!GYfIaU+N^W;leZ67m$AM7 zCri<~m6svZr4(VKw~-cub|^mSV>?Q+-OgN^==)XiLBOGIi%E8+?CI9NsUt2+_n8@j zSKdV`_SN!x>^gP5Cc!#Cd7PQDff-YvF<8g@?G9JWuM~5so}DGG4vpEu3A+l#y-oDL z3-`9_H@7}+X>GN6SFcd>o2K~ITc^K))w`Wx_$(vlDcK~R$%&y z{AIz>t)uAYI_r12!xOeD#jeG)&Xd*rg$Df3aatrcZ@YG1y}PiL$Da1SokyMOXRc0- z;V-D<`^7*60gupzX0~lqiN4zxqd8Aq@6>TM%Cv0pH#oMMq@4+~Ib=Yy=vYd{w*AYIX5Hg$Kaq@CDt(L~mDF7oa0AbS6#GIR5rMr86^|Elsofp1?6FUV^1aIW9Pm=TGZ*R?1L*&lvkv8&4 z)YP-4MF(e6o$*E4piMig@jE#g2Rr}3{z`8x($QjHcrC;7X54prH6 zM_stN7QT^GXR_u7L~uO!dF8x$C3t3AW3-1WybS&Lt`9;V4X6TpS2=Y)&`2aDlp2K) z93$5%VMTC!m$p^!|Fj$0Ik%y?&`48{qVdr;2qFB-tVvD((e(H~03FilZurR!GFOmL z|J>kEKkn)Ii`{+C-B2pN8ucJRcfMo06aiUti--5>i=Y=407D8a}x4Ogt6NDQ0zw`XY3I8KuRL(s584|JujR z_Ws?w0K?2Qpe{&h%%y&^$SXQ_`0A*KvcAYJzX}c1nsVK!d?=|V$gYiAT$D1i1{JEc zt86Uj=sy2x8-zqiZ1-`7dKjOru|J$j7khMKWa7c}S%< zi5_eV5)so>K711BD8qxVYKWV?=KKA*uaN~fQvxfrwzV-`l!(THtb^LM*;fwFvA}~>#>UE6y$aYdZ9%?XAvyB#6bAe0s`pj^ijS^H4PkcCO#Ijvn^hhsMe7UA-{43syX0R{9ZhoA3z@x<{29gD zLzj}8%au=>r3D#A_E$Uz4&LmeF8J3`mbCZB9UR24yG31*Eu%<=)O;-S+Vy;W)h=DS z6yke;yhI()a;S&|Fqh!%ygbSt_OyuR{fNN=5&eavmy$*oy?u0UI{$KNq{Z0~>-*p(sJCM3i6q)E3eMY~;t)cv-anN#)7voRsj~g2PJwYXQ0F56KFsqJ^4x}GMFrllf`(h+DqVvgC2AXR` zt1pF;P7QAp{(5h(I)mUrx;NW24rK|pE$56hu z;9x@oWTMShqV+@tI1`O55lk`KzYs#uo!?J7H4p=2AF5%|pCR_uW zCMXU(dCxnk3K*5f&jD~4j*u?z zD{L`L`?H9GOp+{Q`Qk9|wS~zBq*0O8Oe^eZ+45v5``*K$zYAOq?C-ZeooCSi6srz| z!&OY%ti4g{M30BDT9ljQ#dN5ccQq0 zPVaa2U*>&uA{67|Ff~OQ+YN>rs)-mQbsgXbIyyRUAE@!>wRhQGH0A!GsLMc0>j#nx zvY^PJrmjvNOzqlyQHAjzf4t5;SL!wLD1=AJWgkI$iJ}K3L*1C)>{wd_`qD+g(m-fJ zRu~;C2z>~^g3<7%)7X=~7bF}63$Y=BehE_NN~U15o?-(Hm6(B{v6;Y@nX*j$n@*>P zL%9HKj~v-UDL!%pVF!kc1tNl{v9Yli%wS$oF|kw{Es#tq0MfLRU_ODZmELVf*4ycr z=ejr)Ux4%#fF+kybp232A+lzM8^%AqOoocXN-mLnI|$&%W(C1yL?Fe8q77Oc-{tws zMNc;pqFPu)%2((AgtvZAx!Cq)PWa%#M?{pV4~qqNB`PH~43MYNn&Eub@UUV6{qLKa|YT@2`w+i|wA4^IIBVD}+Us6vqk zU~26szJKl=aR(K#30N0!cV*SDL;wkFfe6=5nO=k~B1t{q`v+eATVd(UUbqOM?!viX zAqX8>Zpt@80zworn`D3p1ak=Pu>Ts3{wpXOsRW+2*p}xP)I+hu8OPx-@ffYr`sp0O zv%H4xo*C(_(14pBZON3ku3?=lU#9pil=gatZrDDNZldO%(iD;^3QBq-CogYA{ZP0| zb{~%Tg^A8*_x#ruF)B_$L5_f0Ygl4q0C_OFEUvDuU>)f>IS>uteSo92)3{Qa+H;3| z0M(<}&b~v3Lg0I#dx7`fP-ylX(ie35nHo{}k3Qy6Nr|#*n!r90k>P~a6@|;4nsEEX z{UxegkpjzmfQLOec?mZRR=Ij$I?%EgCXjE(7O8k~RXK4<$;jZ~V5($JgY5ylheKoK z7A{)wUI-4A*)FG`5C-ejKnE}92Ib@ zEP=hz;3Jq7vUu#hJ&jIhOK#X*p3>%!{`~oFE#s=8=VzZxoRq&z5m_m_I+NcufhIBm zIOtR3Q#6_|a7b|RO#gNKj8G3j33H*e!S>4uah}3>^n)~T9!7(ofYndJx1Un?j*@#mOJNcyY+@Sa(-at#zf9jMd@2|Ga_N zlg{=ospym`T&r|<;Au-sBN-lHMa7>oTlP@qzj>)%xNrgRSk(|!`95=>vmQ1u&DGha z9vA;Lz^$vWY59LhpoGf!>{+&>FpAUD)3~I@78U~Kk|H9u72Cq#EzpuHBss0^gR<$a zIKxaEcx4iM!Vld}NH`AcdH?ALRaL)9m5$31n*b#6EdrI1_B=sq>HRH&KDXe7MD!B~ z#SB5p5UxH7Si&JDq!WBbKr3Q)xyEGf*ClEcTb%CfC~Z_Wu!L8jWg&m z+8l)I0Q3DX7?vA2))05kj=aAiYxB2^T_YdR`PU5%>2^&Ih~|KRf@PYJN%(fA-@|JL ziB=r5TbW5&A1s?`JOEL2h`_Z_BqQ>ED_+;2E`=+D<`&```#M0h3*@v zqU`+2u_#XcJBq))cWqt~WCB(+9bWnJ*-t?Crz^Jz=6ilQUB2>74^VGW50#e)HBx-O zZ3SOuJN}X3voc*rXbij2=Jall76W!(g`1G9MFOFZg`1UuJq7To<>Vy6p*Bl&LYM>N zm_gEIj{6jWP&(ZQ`VU+vlD!4z^xh_-K-7s=^G6&D*^!RejTzNbSa_IJ1RgEDwhrGD z8WzTUE8hgdXkcO43o8r!QJq^G{v(+t+)0tQS$%!IS)n}_Ud6Df+sVsIV%4>kMd)3j#De+?@d1!+gz=6?dH6V-#>2M+lgN_HDU4CiVLs2ADrfmTk@6_@f2EUQD z!tzHgCVXe*sK&d8ST3K0{vVQ`5j*#=q>H|l+5C82{J95ew(5_Ht)cuBgn7TYn9zPuWuet4xPwd#j~px;*V5N#w=Fo* zT)T6BKQLw`c2iSO0|Xf_TN=yxzPe_p@s~a;dgZ2SA^kxTRY@tD!RqL4*JLH1N9F>a z2%anVML(PR`pOK|(%d*S>Y>S#po5x@;Qw5pJVF!)GbIWjevB6bV*7#n?|~&yE~=3TUt=My9H^aTRJ7ByUybK&$&Mr|Amht zd%v+_&N0UvV}&cqOQO8Se+>l%g(58_rVIrI9S8orLxczag;K#4xuwkT#0pkqhLg1$$Qw(Tw@bM3ki0H!Tuz8wdUtYdE zLjFn&eAgW3fAg#3wgWZ4?~gmjY#NvQX3MqXO`6Liot3RQ37#MR3N{~9v=&uX+8t~l zij-nOlh+Y^bUj>a{+n&o9fVXgV~NA0Ge0ZNOMBdQj!M8~yVZ6+`pbZ&&cy*XZ^mM= z1*$u}vY{bmB!i1$n2q1_f>b~tduRyKV7m-4Hm2m^;o&Ak6}VZ0L57E^uCBKJQy2bS zCUvsY&#$Jo76}EVcin!?p1Vqe0hxdkxpjFo1chLCwwyq>)fFzcpdhHNjc?kL0|o(= zl9Dp0q=XIvf$Xk!3PNc&Sd)PpH8nK};XV2awz?jXlamL4Pa7H z{Zd!=p~dYO_2<>mVt7rKRP3n+N;n&!3SAxzUp$ z;?mMc@`YH1Q{nxaWNd7h^;&YOs@MWKv3a7Q$~ro~D|B0TrwY*=92^E}WQB#H;o#uX zWU1j%@Pp(F^E*1S!Na0sVv6YL5x09?Q)T>m7fga2c?rkDGspddC{D{wvgJn6VKZ3rp0(f;N#x!Sw2I z!FshLYh%N(v$y%$%%prz$27{-9WK#!-}zo(wtSUK>&{Kzd zN4Qp_7ObhkATKTH5WBBI|By}ZF3j;A8fNa4wX~!IY2?t;c;wu2ZdU zc9>XLJoal)uB}gtlZxpn6y?Sm2pErWJzinFKA2NrqNPPzayxFn9`d_iTs78A*?xHN_E`Jr?`UCB z{IFn_GdQQ`WwYjyFBzNCu2;!0T=TFI$vm{#7oDifl-lO^?90Q%B(K-(_#OPpdxT?d zfVt!58~FF(`K@u|BBQ#x`fwt(T!MO;2H9{8gWu(h`dLpn*7o_BpuS#<^B%@_-Qv+% zky8GaS+<8niizeExcrvW7{7W&MMcUO|Fw?CLXC-|k5Bu zF8IoDs;+B#oAmI-!%(|mPvqt0si>)u53?mu zLa&|Q#+l$%&PA$~_8wnP)tV`QC?b&`54IqDNt&UN5m^5>kG|QS`?P8mI@0Fm@4c@7 zeb38-{&GJ0F}9z?FEbQC^-{VVNW;gOL>VC{hY8iI`XN=RNFl`|un-|I>d z?CVJ8jsg10wt%?a`rW34dpOOa<4@ojWKlDf!mWfTNirEhk4s zOG|qqFn{EVO2{pA{cjlw4Glpke?n1JRU8D9=cnsVm}5IfM>c^Rv@H3#$xhe2M0608 z=>ofcKHQ!cmz8Y=q6w^3wEiQfq6!9)0BXsWOTI91ZEcOhQ+Kc?O0N>l+wbO)E}70g zhhf;fUJESrk-s^9qaXn&h>5{|`XSqOaQW(FGgffp`koa(x=g1zfz_yQ?bO|#H>+vc z7OG8;d3$>sYI=G)cfuUJFC`sa1l${(xb$>9#F$@poy_b)AhL^#i+`EyFl=08%^2~o zA+B&B=v-xnDpwmGN~T|Ebz`nROuBxi4oZc^E zHVh)7k^EQzh_W)KWj%f}WM=C&z`o`s7?uvWkJKhD{5*=TU#@v>Uq+>!DZ?( zW~=sn^lWiGf`A}&Fjt92_*K=p67>i z=%%d%87VnA6lsO@I z)FCp=?H}xCTtKKx{Q4D=BjD3?yOVLdovQzi&z%K?I?@jxl5%rNf5>P3*}7zBV?%uN zW;0n`Z@qp_Z?kdL*Qh591FZj@k&ONXDjAJ-PY%=C^f%0HCt>vOg}L$QZm%!l1ICdS zj$E1AFO-SB4y%RS^o7x%(u$z4VUt|LZf@K^;LB;_ilg%)gUE%5aQpZqv{^%n*iZ96 zAT33HCQMID3!Jfa?RZ5@QnJxSNlUEobsU=DLma?HQ-umSLT)ku z_e}{GPMsc9b~;XoOr zPccR^#*2$RyIdQiBDvu=pbsrsR_wrra0+e9Z#$&6!!JwJ@7W?|B?5?QPMbi2PbX~m z%4j}b&<^>H7xwg4U_Df3{hAZ4I_AnRJNXlyt^@c%7y&fya!6Rwm#~WQZNj2?_~D(O z_4*@yEe`s5?Dx;*>7URsY^+?de920_ z4iPs4>3#B%xpS^^;Od)y@b)tSi$D1KkD!bdOQGu>?b(99jKXTQpXpq7RccYZ`yJgdn|TyxyrJiJ@wpCk05}naUEEW>?}NVJoXk&czx&|4Wc-gD&#|} z@jBNMx2PUH8+oTE@YoE|yl%+I#$?Edu0hm=_{Ikv^UV%7Vhr@B4`M$=DeTrx5%H-syhjw-RL58dM43BuXdHP zYSXG5s|B=nsPOFGFGJ9+P;yxb@7f1ylyN#G7b-?!cie?S0!We-Q>nJE8KogS&eUO2 z!Mh9t9g0YvR%FxI^fdS;+6KptRMX;Lz{2VK8*-*I|5)!B2ibi?c8Y+8DPTV>bc@P; zk}>&1Q5$x^AW9LH51)TGYRF%Y#PQ_5Pdm=>3z9-e8Zml2{5tK>n6E-gatTe&!I~@D z8~Er7lPj0`@~U&E8(UPJ+b$A>(ZRFkWcu^kuRaeIP3?$Slw&Idt+SMxC`lHpYqCYRcqmCwH7!F0f(4t7gBISkg z)IqG~PhRz>q@{tDr{`vbGz|z)6;QMYt8gJISZQHzJJHWXTtQB_(L%I`@=8Fc!aV+FJp}ltE3Tz^=ebk=5L)a;ct|ukG%VG1qtJd}NKM`YP!SNRgd6R4p zL2#W}-aCg@Ag>vyD&2O~-WhK13t90UmdL;rC12~B@!i}bsx{zZBIJb+JwNXX`H|Pb zQ+?=8Pq0A|xL5UuU7DKEJ!@z6!2Yi*_kg{ZoCv>R9!6uIo{q z1X=PEWdUlik{hkrNgvBLr0cKp=*f}lPul|3C#qbvax|H<-FUhmPyNGM7ly z$W3h!!M1fWxZXMv6QAnfr)FUtg3ifX;}|!ZhGkag}yqr_o4gk@Vl?n70%45PCF2n9Rm&0V^F zyI=J6;k{D3V#bn56$j(4IilL$+{p>LW>uSzs2nQpukfRqv{w8HMCb_2!?^J)SN6fo zeic{|2wh7`_gHu2*gAKBxy`SCTQ!+&gs56UiA)B$oZ7w5y;h;JhFyOf4uuh;kdjo9 z28N7(O0Rg@r`2Z7g_cY?tI#>zS&Pi%oio3r#oOiQH{L$DTfR`6J3>QU7F?9iU4I`6 zg241*lFCP7zD>9`sGsT5Os^gxhHLmsJ_3N&z^J~*qyv4Mf6HKkd(W`W;Hd2 zoKj*Bjta3{7FNov@flZ0twr233(|Rer@RdjIV0H*JuV3hdA$wE%M)pq)4r(rsLXTbfsZV+!!7*2XpyERtHL4dsSC6~81%=Dp>r$q2~V(Wq!b$Az!3XXLP#UD`8_^^0J+O|LD#(Pp0Vn`8f zO_YRuPm>Bb>t*nGL3ra z1cj0!GFB|ZhV>e*3qIeX-QM25Am@St$`mHup|2cPpls4{8sRWDF;UXi9`1a8w4T8#Bwr z8i=O=1*B+-2^6(_rj)BI=W>gSXt~-ZpeO3BZ~?@7VKFGFscRfIB^vBjN57})K|qNK zYCz+~1{=8sMrlkTgH|)bP6bVbZ@g%))oDMuUbktam#bYAV8Z4l*JaR^NpuPhfHJ$* z{nYTKGNzOkNinI@`aTb;UQo+|9}7RJ39+ZkaudeIgg7Kr5b(Bj(S4^LXAQl59dyyW~vMR$L+VUc~jZH-rmM)~opzPMHGJxh< zcE%D7K?b-KJ^6jTW z`QFXbxr#6>7Y19c8Jp9`CQwtku6OfBt|EJ$~?U%@c9Ec?jy~IOWa0ZP;MQMfK2wDqYfL zN9kEoaAr%C;?7qH(GOWsK(~%Z{E_?eE?S~5hG@9SVe`bZosx#8)_j5-JQpZd*VYUG z+XyI@e3?|H>6w`cz-U3iqY@4n#qvvti^ILpo7_#oJ2sXw2_zA7zswrn*UszRk{xRP zkPT@1Cm6?r@vZi!7Gi5>P>(PGq?BkO1(^*@?WBlVLaj*XS@M$dqv1q1lT)!e-5;o^ zzDv)jhMHEYmE_NM{wRBJ>&<}NOODYFF*FSCbjK)={s_e+omfsTjScc0w<$<#g@Eee z+j70XvnTfA=Y#vIYcCV@wHpug#q;s8)@Zeznjt=QJO*?5FBhyso&@Qe;;mpO7DjXb zsUu)}Tdtbod)fT?*lqlgZ{T(+9_@$|(hNaT_%!=7=J5404Q(VVQUGZtHM!6qm_dYl z-=J?CL&(j+rAex{)J&GVMz$0_EXHywo<F8lnY@qA4 z(nAWYDRk~gOgt8hSo`VK-?xw=hV%GrV+VawR68KAtjSi=Bq~f@`$0}$WFQprF6rJ2 z+%BRN^-P`4hG<*6>p)Qrx{O&>BJR3v_hvC{(DKpowaA-0OKm(fpN=eCGnB1>4kR1h z%*``twlRj);n@T&fi{PC%Z5E{zeBO0C)Lyh%4F+_yZKelEA-PdwRXj>HjYMCDS$m*VkJGPbu4{qiGWTtBson ze`MEX54#~!gf)k`MGK_)UJ(s*6GJsfe?>F>R^x&7^*7W4i(Pdg6HYSTOF(9;X- z$6Kn-uV$UAQ~&R(9|b~n^}EJ1#2U5NldPG`X~-DDm>ZI64Ao7vasM_oB+p_H8Ilf_ z(ah&=r|-eMuia-OMH2IAc$RB1;`SBV!G1l`%W4|QqvT0Z>k!FqPo>=7>0wM zpi;`lZEy(>LbX*efuSSim=x29i}4y8HXZ!>Xw6X5;4%?YGP;*vHYDpWnSJZy^*jA6W5fIwar4PNabX0D?4+J zo;atIXtq5|V&io|{q53_M(iD%N!41=t>JW&{g7+QESB|n0?v1xLHU0f1F6j>d=K05 zE4Ran$bYU}Y&DGBJ{h`9a#0-?3FZiJC+`Ku5^{T8RxvHzjY>S7&3fu}nzHDAQ&^Q< zEWMs#Vc_2{5{zWo^RRau%YQ0kx6se2VOJW2FJktO&@s7iuasGA5$nbivJm2e@1r!I zru)a=h;XZl(snAdjuC5Te_vGQMp3V1b(#H|0KPngNr^_?g}`w9>^C+{*c%SVsYQbK zcMq{)^l`JsmC7mUmo2%@6v)r?uz)Zr4niG0NSxQy8>_OF z8;fb}g>|}blFioa2!*CycYnmxmf4@zG&KUdC71*C$=Ma(O<_nPU!Z-tp9^~?A8vscZV!=Te;41z(At%O44!f9IWD%J=JY2V|9FXlK3q@AhSnWrFxST>!{6}Poou02 z`uhFlGF%SBX~<_oHel6uRh)Sm3ndtLtmyTfvpY#eaM#PzX`^Z&vF}Ok^`LCgh`>r& z70*L++$Z5Vp*_43wN);u0=2*qQ)8Z5sZ=b#W8bTM`Co}sch$v3Dbw$MLzJ<*#)|Bbk|UT}T1KD?Xp=eCKPrhOU+E zp#Vj*$L}vgM8}dD?zj8G#=SWY zR-8>f);x;CCb%>?jviyqpWEjAet;j{|rr{(BBb8OuFmAt-+!yR}$4f%sGvh#IruBN^2si3j5btzyOktqFO$E3{#tKrLA(`Gv( z#JyNi{tzlw-*7hW!;?UfUO@m3h8yiTX1A*?>j# zEVqFvd3@+0K{jw$GHX~yvpf+72jSp#c^Q43{m*^Mr2-=%OIUpy#$SI^-JLC0KkbWT z=r4R>m@-_Jxi1Ww5~O-463kfQ!l;Mzf(Z>!NVvW4`A0)Uj@lUeFa%#gv~oH9#w#Jf z8K1bbjASlWwtxL}{Zz)?8&g1B=8+$bruE2lpy&z9v3jFe8KU!pL&5hI*CU zo;1N&7L(_T9hRn@&Do^wDIoD!yC%y$y@O?lsFE8DkoRqB=0q4 zI1L2M^~wC_126Qf@-ijjuZZD~i!CbM(kC)(3f_$w1t+8x_+PI=V|D8bzY?te5ekx4 z&{AQ6nF^4OeEmZvDSRu8lx_33WSJHh1OHdQk%9FeR0J%097|5NZYm>)@zLUHA+C{@ zvrZWYOM0i~h4f^G)vbdO?4Pv$erp?*_Q;CFZ%t)gHcInakMC+~FN+x`U1s$PuK#Wk zs9eR{_WR!YBL+1;mS5o;zAt>g$i(U{CsBm+qc{>F~l_=#mB4R@tuYKm{MW+28Y=uYG;t}csJ>HV_V zWK$@K;&4Sv=EUX4Qg}{2x*>Mp`{)C8-Z?*dCqh4A%3p0t5!fn$QSj+}sN@x!k!aJI z+j?v5ZwZ~E>SZPvug3vfjYHyp?tbhtPkceESDNpZI50;n2#puw!=WsY2v&o}jS(Zh z6gh|O&(2a|%1<^Vct&Y)U^ykEoiA|K;bTvss#$%YD|K=FrG2nRY`0Tg?88c+@RaNB zn*)o#vxw$=pSsp@QlqS ztvoI=bOAgVrw~Tsj#V(!H-UNlbKCOQP4@S#O888M z5-ReO_8^lXfso90@0#MEukc*8lFm^qx*hoeWXs>&A8LHl0-cxc9hfYWBZ^^?yNm(U zB}ldIDVjS0*f9f}IGTwhDeBjz(FE?to3SxCa}_${B#Uk;X=)12AetYS6#v|uc(;=m z$1SD{T_pajepF+wu?ltjZ1WlA+Pf~f(G0EEdU|s0s=Bbo-|9~;^rP`Ehb4~gQfS8N z!hqc^$AvWJrl5QhV%(?tBhl|x2JX0FvbZqtN-ZM3jqL$MCN8pq^uckTxaYG`QDbxD z5Xy9TC{fzgMwSNocH zz5dHb6s>sqT?&n)?IFFX*GAgXx*71!l2f*?dQ59i_X=}fWD}r=B;)M-0W~zRamDiu zXa$1ClC+4(E6^JR`W0n0wLZ{?lAo*4jWG1$j2M|bzfF_l^LZ0p=WYfb?kOfv$ z)-7ptCo7|$S;CLxC5Y# zkRBQy2BH|_(M%rDB-QiWqXMjjJZP(;3EYs{HfDgoz9iGDPv%Ra0TGatg~i?;?L`Ii zPdyYRO|Y1a?>kfkbwTk{!;1^15aoXH?`x0HMIDt$;X>5ujGH%$8@R4@tiIx540 zg_kB$b5rd3LIB`b>N(-mqcS(PwPR!qN6!4qD;u5pSE}A;+Rt{MS;6pNh(Kb^Eo7RR zZXnvqqkyfY(TWr|Kd)grnknt+$qNN4b)ZSHZQjNKZE#+10TRHj7y&M3$$3idMHvFh zcut!?J^M4I%`bGq#iWe1jEvFw&WNNBN_hjE;D7*^wFd%uO8~2EI*Zap+pDBKPD>)< zK9l|`Z?peuCEwqr#_kdq80?jn9F{w}^O4MUA48?vvE;4NTg2eb|J0i)sU2_G9ou~F z{Rbfryrgvdve#=zk}3_L{;G9lu9@L3ty~~^o!t?&5WaLm5afIJx_z#4F(Q(ZXJ*=n zDbO52A--0A3hVCfE~=>LJGjIoESuJrkdRQ;)+U(G?lt_p-W|N;bG_Vlz2dcd$>_|Z z+kh7_D`JTHPK5MstHn5b5LJUP4MmITFtsNeLO@k$f!(|V!ml-Lg^|kaL@CpS76+b9 zU6EqyuECSnh~}0$hy7TnwsZ_4`RvkDKg~NAd>ozWj0w#NWb?l>soljEZqVN*%*Xef zgMx#}h8;;iFyOqAmX-zrurjspS_LH~5ukev=$hs zSuLmEx9QmpzjfZ!23@l*R`jowYWRGz@x8)gRoR(!_5mnbvp5=mTBQ2xKwcot3OT&F z;;|C)ltpCLNf-4_BLnoKWE=)TcPLl($l8?35lvmR>nEN)d+wXn=coR@XabLe^2Vl} zuU78_efgem`US&4hngfSbCg5{t4|>Mu`=ymNpMSyc9~=x0 z4kB5rm(C<4eEY!H*Vjkh*z3e*Pni7{o|?7H~@w*Xzq zz*E+{RLAVkJ>Vyh2S|lmcdCjmAmw?x4)eTIn7W{1>?Nh9;M=UvfKn<}0TQf#&3}o( zVoacPc)Xme1^O6#eEb(ZmSz1{Ja$viju!(I(hD_-A02{(MU9SwBLNg2?54j-+0J&) z=cN*+*@79D5#=K%ZRXyhtV@#AFKHfCR$~zv3Y9CfQhy9l_hTyPI-)4Z;`q_x?aTSE zk&T?brT2%n9b+|P)o3GWU7hPWF45b!JyfYWjy;b+G{C*l0b2IN4y$Wjfp~oG_N7Tj zh}er{?=hX>!$uW%Ix(S47(`tHLpuf`c6sY~6AzoEx?8IA1JeBMpFBwvK(1fL=G@Vl zuPu)xMk>zdklsGS?~pwanAgBT{Lfl4+lk z-2Z$ah&&edBlnMd_{>BImDP~tbyZ`Hf0r(W!ol=zfIT$^c!UzyfWyGB4<_jA!pWRm z1XtQs&E7T|O%3W6PWi7kPzfqo3apaYuq7RI7qJiB&Poqe7MG9@s9Vxsi#UZt@o1`g zB@JRFBKWJN@5(2b%x=xCUECDAHH>11EibbM6j${LgRSqmoENKBr8KOmOQF$G`wc~A zcKT}oKIX5$o*s_?`_~|MBM+h_e@uc7nplQ$J1(uMZ7hNAL{{Z=i|j08V{9nzZCu2E zU3x?*`SmMW?=U9_XU;0bQ;*EPlE84NjrO0VaBWL;X2;JnUed0wRkb5oSMGc0? zok+1mJiVbO_hQN6o^lpvdM(jd?XY6&UYF4?rTuefGN7ychY##dZ5rzyIj-_Y=cc)M zkQ>Lw8WQe)`UrIPObuV3_#NABtXI08y4WsQ&>D%iM;ev}*0$7D+V%#FPk>IJ zgh^zGC~KvxbiA?C$aVJnjIV-VB^gji8YjK-5N(f@GSAf1#<@euQl+Vn#Xj=-V66r3 zcDl1g%mp$CyW(8(!U9Y(+67D zbRP3*M(uhP4V%AHBUIjP)v%?%ensa`e(dQ93K-80r;kfiYQaFxL(h&vE~Bq{xm#rk zbZh@u``^o-|E`pl*DNMdM=I+!FK%c{UFvsTwY7pr;MjVI8X{KKsjs4pZ1RE+R{wmF z&)# zemh5-h=rqd$k?zvt7!5mfSvPV7dipM%G6!rE#PUa#{P8|{bQBGuSRf--rAYi1K+g` zagHXZXt<^5A<)qyes<-OnZt2VOMOq=T!*$axpi4jV-i@BHWp-8FEG|}dU|BNkq%hLQ#xd7TtAmFUtIq>50!j5 zgsuFWwIt-5$c2vJHv-S{uj_b{IX_RpQ^U7w!`wz@){DZAR z+{hRq7U#PdBtut|DFiI3`ZGdR!oy)v@ARJQ(E$-ykOePQJtM4AMI3lFzfF)rEEgy5 z^Lt_yJ}X2V_j>0n)puJ^@OZOjU6;0o`^MXecGyiVPTxebTRYP}@S0(lQ7 zT)0$6)4QcOEmUAt*wY&Ec$GWKnRQGxbknu<^p>};sZbCIe1O=_>_Qd+(3&c}t|#0e zo^5!NpvK19e7_8WwMggqz<5#x(oc>JlSOqZV^Ouyq{X{5oGvH9!xsWaO7{Mt9$TBJ zpD4|ZTvZBWq9qqwH=HLsnpK-h14&K(bz$Do!LXeeBu!AmS6SL|kXXOp`7<{cpNKgc zMOM6(GJU#Jd4D?vs6ZZ8nX=wx=$YABAfXM_t2{nI(90PM)hY*iU*h@}pX`e)x>HVCZNQ#JyCoj%PzGOr?~bo}0rWA&Kp>zi_RK5lbSqnNlUz>ux>2n>0`pU}&;N4McnfbtrYagsj}8 zKLBuACQVtHR6B85fq9yIlt#l~Ij_sadzGTS24un^!3b_bSUgQoK{g|Kp z8B^oABmYl2t#~h#pX_&-aOsbM4eo6y2lt1!+C(oa1_I}h2mjjYkC{RlZ(%BLVeHmP zgQiZY*|&FZ-)A{xkml;oIx4UwWEC#6LQ z`%`v=VPv9WehiCfe~~XbZzIs-v9YsDLm=OP$`^EdPe6MYlbCpvB9>1CsK`4XuLyu} z5)BCX50_h0d7O5D{P6Vt@#fLDOpP8G282sz*xdf<=u}+sk2i7v3VPFFmQL4QRk2Ji z5A3h3so{Cz>V9v?Sdik1wjWgLm_l5|EzBHf5QL#{pyL;0&Y1P47hBqYIygc1ikeul z+5R%)zfeRmO(~$gi8xzfE8W-8eoib@qcLLioDy#a$rpH8E0N(rk;pr#z#OYwDsD;+xmbK60xul4zUJcy&zYNW$oM4R6ubA#JHINF#E=!|&j^Shk2|yb$*~u_<_aE0~m;KT5jfl#LfZ zMfQ)`D5=3t{XQP>fiTkNuc5%5AGiaq@aTMfk`k zCF5NbfArl2SqjB&cKD7eJ;D?B7dvWnDPT98BT+3T;{P#rt)G4}IR`M%`9<<6KZL@y zBqSw;2sS%|M%5Q!3V10tH#Rq$f#u;9#YSR6g8SJZ&BFg!M?g<`=Xbg&&}~DV{~e>@ zs5fb;a-#%8)&Ch<0Ves6`_;5n*z4JNr%XlAHwZ&xuPJSNLL<4B1a&81zbusG`Z)^v zVb41mzYo+b*-GrwL2sbS{slltJe5iJ)vB4PX#&t+-}rfZdnfjT5{3;3BYr-&x(U|N zS-85o9$?oHSS9v2nGZ!BirbfadX>KeucK4)`3{1Di+pchi3>%8J^gymsS#)agE?m`K; z%~WHEwz&gsqdIS1|H86>t#(UzbB;~_f!$qZH~xJW#?3c`6jEpEavaj=^FOjV0$JVN zA{8BXmiznr?>@R(TeTYxpU>z0fYMgPY{tO`ZAj7`*nWMGP1jCtipuO(Hk3V*IVX)o zVw(OSaae}G=2X;}8ZSE{9^F4VN#&Z$89(f@d(av{Yo*t0X$TAL{Ig&jxAlaNaQayS znU|GGm7Bduhlz5pN4|o$R?SMRQLCKqY=FY~U^ZHYsW}M5wr}=p{b~= zvl|b@2?fppQ`CH|8QP0Nn^h@Y-uV9N$a=XYxhoK%amj#K7ya__sXLod`#nQa8qZx% zg@BNSlma4qg8FA8sm8<{EZ}PJKfKA0z1$_XGgauFfa&>nb!w!Co!{C|?6!ZQz?pn9 za^={NIy*rjkW^;WwsJM;sdqz`)12s)K=^s%Mcca9N3yEx4ZeV+#nKHYcQmZ>`>rO!-u>t+W>2>FG z*6-i4zIS^x|Ju&waTv9FfKFS+#AF-EW)rAoHvFFNNl;KwUc~PzDk@c$GjuQB4q*Cf z`X7@T4G@|Kzrj`3)Es=gUR4kl?ow)Wn{+xWoxa()uNfhVBpdiWUV%aLppvB~r{?{B zaag`%xSVpBu!=i|$Hprbmi^=K{`&i)^Bils&$E8BCo3&5emD3WD7Jd~x&y0yW(mYt z-99;6hS!7(dYhLrFI1FILU$S~cQWfj^@Ej!-^$JRIGT=yX#IrZnr10vEF+$HSHO46wHPqVNK{4AzPZvp0fq^$hxBh@g^EQ)^8}@JmWdp-mnW zCMT7FRREZq{4$Odv@K?A+mMiufC`_*VM7d12^pL=8z7?s?#O)))6t!%yiJR6;N$@JrMO~y?>boCndDB%xyE7GJ!m1rIePPI_S(3 z_mYV@PdIcZyM~+Z!OaDFdGmMM*(U)kuikj)s09bXKN?Z}G!6&z$R#$mOdjjFIDV=9 znS=ZpeE-VzuWQ>2V$f^}aWo)qB4h5^S*%|cQ*FPk9R1q6Oe7?GCAP~Ak4F3(7^kcoJcUf5Nz)Uy8k(E^kdaQcaqtFik%c`GX`zo)0)1n|VH zHv;I@;iy5fF;bEiU6h>q`wjf{;S##!X-i-P9Y6^yM zY`)saV=G?r=IQ=8JUW_+jV3g+WB~z944MoJ7JVWIqHhQc4nQccP`s zTuW2&@KuCx7*eApR+5eL+Y@&_U^&9X#B^WtM;Jf2YXQMASYS*1m0{O07=}Rs zNJ9p_wluIYv&T7C+&58PEEixxn~xe6fg(G7&`kd= z!FZb-`l{gDN^dEs%=T+r$GLbiJ7b2ovSS^a8EC?visedIQYseE=+ZdfQ`xTq{&~SW zHw8g(K_WItu|)!*b~lo!Kr+;Rq>4$Bu^-L{%ii;`t@ei$GWlDr7zmuN;Ncyn^>(hU z>9N3SS9XLSI%zbeG&vI!YG4;Sw*<(}#x0nkzl5FZ*cL^AFG;O5xv7a86Eg{`0>HVY ze>*N;_lmR_g@B|{3If>x7^{Bhj|xGif8dtU>Bu&AsIC{X)yN`&?PG&}n4f_}mRBmJ4YkPCHnY=iOQX2&qLtnT1P%v<+Q zNDAJq8I7iBNEbUL7AGftmG{k_8d`~XKB{z0_e<6dZ|B&KYi**2B0lTp1-m`5Ay1K% zG5Rk2G#))7QV7%V(=n&5LDquNxs)#LOzPk4`g=|$t(>?wzii7@!+?d2-3vAc_d!`L z*dVZWosXQnSuvFzcM+|}9T_%@4REgt9kjEgOP^+r7aL;%ln6gNa|A&ugkjj9J{ar2 z#RfLyOOUkfd~^ja;la^S;4ZE8xp#fBp>Aw!ghfW?=jHj=Tg{#MJzx7>{PQucmviFg z^W}WI@NR+shvpk@argryPV@Ig0?n$hkqlQ961gPuPWA=&zL9KRyHAz~fZ8~nJJl2; zA^csaT-;=(%&FdXL9cJkXao`b-uMR)GEgxs7uI3I!<(P(**23oyldMt5tw(SSGP9R zxgt)`c}t`dspA2s3+!xDKjdJ5h0nehTOE+PeRUR7?nm`=8ugag>}I1qf6uFJmw8Rc zvPZr^!zh-{_`A-0{uScVQqf7*octrMtho4v>jykLrF6Fe3$Q%CxF8#sUA3*+wj3Vs zSD&f*`LjU8KMo>3PBosz)sl)pByUc4dEn}7$4J!s1v)Dq^ZLCW+1T};lAUS{Z#o^) z`@NUm2yWF{OY)GcxO1ZUHbm>6m)@@0P{eSjG2g7ZcC4xnsy}nRYLqlQ>-5{%|E$~O zFkRis>(|g6WY>`VqTWKpSqExBV0#AB16;id9sR~1fp0Gu_zP7^J1=Lofwju?ciKcB zl@(sOt8-XH#Kw;d+n3VJ`{A@7BtQaSv^GiAoz-Gq*!W@81j=4|B*^z8=yN3td)aWAgd_7~F21 zrAkqnLsDt%FWqUu@HcnV5e`HFqz`#&k+;BbuIF{cv1IFJK!+7A@e3fHNpN2#m)JMo z2R450@l^MkmJsmG^FLAS{Jd)ix(UE2@}14dvl)t{EnN>>EYb|9h&qsJ7^yy`Km21ZWScgQ-vx7!bU3V#2+?YD2=>h)@LArUO(gKU)* zblm%5L7nP~HZ~*vtd@IK?c7*!ePMy$Qo`8t?=$k@ZAqlTpM% z-^DDtmroVl9yBpTd7^lZoQm@B@9b96AZEog3Eb1izgbW( z2_J#P8(ndh)e&$*{X1J*ECxTn{QS}_5gL1IZf=fl^{w$k{=|SB*YfmN<_R)bg1QU& z*ZJy(?>4>qP5~MHQYM`88v?$%*ab)(ikg+Z+ixY|0=!4`)mLkROt#M-8v*@WaqJ0BO^IlpMx-z|)wT z#;dj4rc!ir!@tzBp;kgPGh)l-a=)aL=1Vqr-ToAoGgu=FT%X`D0}h~`<^@qmG=cJ^ zKn40~fW7%1FQ#Xf1AGmqSfjK4LVWoHhbp@s}IGA|TWPwYI?BE=5gE4VZ?Xmi3^&cyj-Eu|M+$oG$=; z03i1npR9GgU=aXLz`nv|V`F=j*y4%@7@bUvhw3fE;R7 z*`8ATsgTXE2hsQG)(m)l311Eq0Cw*vN@>9MfKO?ar-0KM9Q%pfUVyU!%R6u;1n&Ly zu^HG{fK)VMajr=09GxjtLx+Vn=_myqLtu5@U2f${)%WEA-NOGiI2emffSk=<4C5oF z;79>!IaO0TZh*9bu98o6=1lc3&A_v*@P=Wd!Co(uLE=KS& zX6~SO&zV!x@LrYz*iD06DL6TCB6~&T2r9aI8h^970CfHHTX-HS`# z=Mp7FC8OcNrqlY%GK%Ly_vHjP0EaWhhe;p$zS~ z(V*C(Ng>IU2s=c^qA1&tIY~&ADU#W9Ufs`^_rrS}&vCq8-Vb$TWAFcP{jaswxz6?L z=yL_P52}zXSGFRVK&6d^AbvfW@0Z>(j_$V&PuL0k0&~zep(&Y|n!ZGuf^CX65c%`m zPK=C0|29l^_OO=1Gy*2=r#re9D)lA&F+Y7O${zq1)yCX!ERf{{)<^LMm0d7Q)=h4V zq|?hE{dG6O{&r`fcT{AgHcEwpf&vy?3?kRG>R}iK^@{>94r0($S6WEovdBI>ny19P zzw<5u6u@7BtXu~*BTA6Igi!HgO=)JkckfofwZzjvE>ix&%(wazN(XK!B)mEM-f7(i zW-zA{5Hjso&aPgA3(x~d#j9gaBVuAgFzbzE!7eTwE)Ql@~h&h$cEv#(&givLhM$Lkq0!YUR4{Hz5`uk@VNYqchaJ4rA~Nl7Uk`8AHwbr0N{EaYb_c9bs}c^^Mx{T@R(>1s*E@KbF< zCwExmKyQp!Jt_#xcQVPRuKxQzn*8WuvH*VBL2uBO&U zzwy69_*YlQYX?CuCqHND-RX5zV%PnN2~VI`wxdX|K*G36+38={q9OAu>vzUbJBPh3 z00pWz(W3tz4+D`}BBP`C*xRqeFcnrdfCen^KHz`=YtYu#W(f`rH6hNC5X@YaaZB`~ zmT&}N=IhUyXRSgwlWm5D{L2{BaLnsNO?5zQnuE+w5HW`j^Jqa~29*Mv92zXFt$C*; zQd3iDt}ucSY)ZCG8Jk@GCpNe{j(oq2T})WNqnUF`3adic8BAUIe1BTi`pi`n-~2;DQzMHnTu&Di3KoYPVMdHdF_TZwMEWW-FTWEibKACUZ{EJu=zN87`LDU{UjOWc0T`gf=lpj7rUqL~%wMc421>(dvO9{uvxvU( zdRLJCk550(kL?w=qg19SAA7&*t{*1?bM+bi^F=KquePi%T0Qr1!)$~dFC`|@j+Zxe zU{SP0zg&JcI$P|+{i+e(8}H<2$M#ph+b}y?vyeD^S1(CBxjw<wEPB)D`{S zJK|JLJ`DKX?GPf8>qUI70X^anzuk|rz<@Vhy*7hmTeb@eoAvC9-ki1Cz?|PNoLjf# zyMDMxI5o&T$@NE5yrNB=h=SAARZ3hFBKGA6DKP@8eFTc1b&OOFoca8tzI75Py>>R=2KCi(jcNu4^Q2iCN<>eRH=I z{+&jD4}R@X`#u}gB{p;aQP=hYBTm?n!}s}ivDwBqJZL(>ZmoRc&YZZ&w6t~9uhKqm zoSW*70T*&A6oc$wBjZ|)`RrZpG1QSK$?cTCk`e{eJJK}tesGKT-<;3)lM~V4Yb{a{ zv*LCu+2LNNzkZo`xZ|sE$MSH;fq*v>Jj+x)+&mgnlxW*NS7xd+ z_@noEef>_=^bG0r;Tjn`KU!@y;k47?1%+3fA%0IU)GARwQ`4t$XJf{3pWGD4!f_q~cqe|v()ks;N_ojp|XL^1VlCV%Ewh&u6B(@O9*cUFM?8HzX zE#@c||0BL)#M!U7F8k$<&AB_WWqNMTtNQV41Q>mivDDF_OZ#OD;$yXiB?IUh`j9a4!&cv>yBcV)1FbNRz<%OCRTBsOfM zvC}f$Q>q^-uE}+Rg1-I5+K3xLnVrs6Ul^NgzdW@aZyz<#yqK%aaq^U;@mG+1zD&nca`!5!Fy70O)vNy2PB-ONzOO7{C3I%0>B1UMa}3cchPKdf z*c)c=nBGKVltGFb1bnr%)oK&t5}`5ubRQ4<(CxnmZb^saa4>5w1+ndhjaVfqlQwGG)B)LW6rRaG8d@6V06K)1yPGE4Q5r zZP89jq;GZTzV(j7Axj6*WIK|jaI39 z)evtca@cIMSyV_zqFI-c%FMp(;3d&KOSM&lE|m;BOxZCvXuKFZ*_Wo}b(nE^-<5q$ zx#HqCauzEqEyDK&8D>bCN?bN@EFbdjnJkEY5;xS+4NIS+q+== zJ#e7vL%{Kkm|)EHMn}ASklv(`HOTs8$V)blKc8V{^*dz1RTSiN@tLVx_x-q$?uNJf z3knwBxgHfmfW&xsFUR+%!`&mh7Va%Kkjnq|xNvt@AkchhDz>n8ur5qibiKa%+OD=v z?d$vJ&*bQcK!t1AdIj?5%1dc5QLDr8kd^ptW0tN$%H?JsoO-Gvq-8Vl<-ZVUsYXvOm7 ztfgq~>B2j>($bw3p_+xna#C1>!4rA!UT4g!KN0@^)&5iHHIh>vKE5QlH%X0bK%WAg zXA1opB!(XlanaKYnCj-X^8aZDB;4&C-f~FQRR<@PL=<%&<2?4CY_V8F;yVjE)^G3c z6wT{+hq9;!oxcN^Y$hcx1o1wgr5w@gAd3C>u97(L_qO@Zc(Ne>1|?2A#va+bfsxUv znxmL)FrCRV@LuEpWQ(jTQ8g~79@`DF! zNBu%8%E&3}>axRRU{e>bjd~Hi;%pg-p>-WXV09TLS6~_${){laMC~Nw?s3dZZrrdt zxv~4#Y@{@DUJsp#bN->zGSJzSMEI;S^TW^y1InG4uO zCdDDal5@TQKXF=G+FnCLQpbbJcU(y%H6w#FzNjd6xU-P^*>ac=?s3==pY&I!z^x3LVST1`$yo^>ctN43K`9Xy7S5OqZ8gThfY-MHKGxCE(X)#S z`{=vf+~oXcCbTo$S{O_uQfN+Y+_WhHSfSOQb0Xs6j1C@LhAvTthYm~yS#2(~<88v) zZdIfR^#xw(2QHLUCY7;o(nsS5Zu*+VKKZ~%bc^hL(V@<+=#H>>V!6rMtI6yK#;@h@ zjlLgneJr{c;umu)&CSo=nf&}7tgLCsMJK);i_L<#Kn<8|bHsw(@SVmj9H4p4pN($lRyU?}ERFtfXyF{S4lM`h#KRcZgmHcKj_~U%}dfJ7s^24C|-rEt%3=e@r~4{6KFL z^;#_%IRJVR-z+F5XP~7h zKo2sPcg9bn5?4b9=w#!g7(_`~4dv3COgv)Q{I5H6EpDK&~NnAjmXdYVTdC=suB?4FMESctxl{KhC=s zPeEnRm;%t0X#Jrj$c<&Y7GoX-XZi(&g$;at)kr&xEH3b4+DXLosD(&tX^E_+m;o+BUc5kMUpkT3w%hDrqN?JD;7g|5CyM#c`!%p#mS z=y2B|SKUS%lCh0`cn0pQ%UWLt>;6fp@ zp?e=JQ#0kKN&X>ipfUb-8>%+K$v}baUSKI}Zf-z#R~3W8Fp3XjJ!o#O2Ymt5Ir0X* zeSN1tm9mQaPaK+=7^r|0@)q|s=$*syg}G@UAI88Z%=R2G#x9S+4Joh=hdT1cQ9tJ$ zrtC;F^x|A=Ac&yY2Oy}FtZcYMz!Z%<^(X4$RW=z>snmF*sdk1lz>CMwb?4yZ1ZwR- zt>&x?X-#5_K`~AWajXQl=L72jht)?7eC1DBHX9V=cop~QNJbH+e{fJy>6yiMpwnar zE-q;KV(-pzWI8|%gB32vy;}$V2RztzxIx5|Q6+vJfJkZL+p@KlBqlvZHXBhmQK64R zs8Pf#b`%HFv7TlII=qgMd~98E9}#mLHU4RIkle9z(r@0ZN;6BxWQYUwdZN{W*-8R6 zI^`dn?9I}fpb%l0uztW3^3K5{NA}~h;5(|aQE!2LrA z+@UZmDKCE=V;>7+*8|toY(;ktt&fYC!Xf?)XwH-Zk97dy%1#!b!*x}3JAWLr%4pX- zM`J$tyTTrgam;YIg7f2y2jeIY#tM;S-NN4AF{qha66wY~`fnWO$vH!QXiaIUfQxAeylKuq4%-M&N`dNgFtYuhIF% z(O<+uWVw9#GJ0Ako3e+Iabh7_A;Tf0AEFi`se+(;_g%{Vv}(xRJa)g$vL z-RO9sy1Kg5b5};0jRJK4e?(Hk4%*msBwGf?KEV{7^z?Mx*~r+~1IRk#+iM0q1y`;N z)l1~PQJ9b*xvW>#Ah|K2Nj%ME8sh3S`X)pU#A27mk`dort9QOuMbh zYLO}F>ClY5ZjGsCB$=4mrkZa4&)^bPhNOl@?ERhRpHY0#Y04i=OV39*pThf+t^^1| z((q0M&h5sbLQu_s*9XUS?ufVokJ3+8DB;M7k98g zkJeb2>X}0XvLF6XKu}EB=&_R=z$_g**B_rCI_so2HQ>R+I|}bSr$ngWxD6Y?euk)? zOQneZbyp>vyz0`L#ah^D2=pyBhToPOBs$0yNe>1IJEh1+5nNc}+Z1)nr{QCUOBMql zQ93t2w#8>>P@7-B-iy1#)SQ(;CWB`lNmePu(Zl)fl4#lh8XXZCNkB^!ynq%5@H|ns zZ@+;T&<7bPyU9duGo1?`;Wt{w4Urw4u1p0`TQNpQuK%Wu8*KnBw}V;o&Yfz6A=p>R zwErV#t2=5+50qVS^3xzaV# z4>MvPQkH(=OoPMC21%+PhRaBE?eWpV7-CF9YD;9^1?=b9Uf;}-KWRh6ggmP;^EHv& zFZ4RSQnYh25*owVF)oT&#fl!o)L0Mu%`Vr3>})!M3zx{B+<&an!j)y?D^yfeyegu+ z4p~S)g@jVv zYpr~MfS+Q9&cnmw&fCmpDh5U=;HV-itWVTmAt(q~avw5&AhFgTxOJh-MvE>@$mIVS zd@Cy}W0^x1j0`{l@yPsJqy;$3sI0=QGWBEnO0_5OyUss+y;Q}1w+s=bZOem8`@NvG zv(T97(gtL-u1N~Fv{gH}iexziv_)YOyhkJ6r!TT}wsqO##gY?z@Cu={r2SG*V=<^#;o!PTsZbZJ> zRhc9h{ET$&t|bC=k6bR8fv*vNb3LuT&t zKz&E%9jEY1NBlkZXn*BVZ?Zgmu}%yR#s{CCa4ZSfV|+mrXK#D}(P90gt^erUrsyaB fxBr*GbfAe|N5tcbt@HTr5?BoO818$R7wkfIuK*Dao(OAP}TK2n4YX4-5Q+V{&;L_{8HZrs=F= zXXfl?=x7R(Gjz7MwsW?&Fd}m`b#$_@vt?ssV`Qf%`|j*)@5IZ*Wb=PcV6<~IXF^jQ zX$D>d!Cvy469|NA`2G%2C{$np0yPv!ef^^9o_@UI=B_hScfPTfvdVtg#-&}qvucyd z((iwej3FX}`f*UMiDp}-5dq=n&rD$g0SFNh5e@_ED4S)kGdcCMwvq3PcLTr0<0%*7 z=@;VLR`*iO&BoGs_M%K=WW3Jme&fJHL&ARyMiU8-3_bPM_eT=}zT96v!RtM`Waw zyu9FA(tkGy@%i&-G8&o#Z~cCcj}YtM;1LiYriI7~z#f?u;_t!Xqol8|;OOXhes|v| z3E5dQA$W4+%uD%SoQWq#dOXbb@mw(c7i;JV|97m-f>5f2$^7Sz`u46e&ScPEOxOt~ zk8bv!Sl_Sj3pK<#nx&1+-@Lrw-QC?Q9~vVNyBs+U4MJFtLpzfgZ~=I#7$6k%jx1f{V(7dKgUC}_A<`mu;D`DS78I2Bqx6V>;Jt;SPIq4v_kSNy3%GW zO_v)To=@!jj;hz7Q29GYxz@bz(7Y27&Rm3<4b!w z>&Tj&o$b2ke&2L3Qjo$d6ez^JU!|lFp6<@}Wb_{~PzCSF=+sO1?;P~JFT_q8w@?m` zjuvVyRFdXy&(_8{=5%^$Ex`BN2@3Ny=BR$pTcj*0vdV5sz@>5{BY?!Xd^@tJv%KR= zOX)|<*l1{I_;2TpyC&Nf7Z=yt`P@#wg4r)GFPn+Tsi;C58@Z>z;D^V#4tY;c-lYb+ zvpE-NNC-Xm4VcrmJH6BPC)-S~(n%heByjm@pqx-(AR)B)_k2x;ET`}2a&I=mNOys=HX1r!7?N}x5hy7siTK^^h4)aP zA-(T6!nXJJ*qnApeB0c1hJLYgaXHPXX~ZQb|4Zj_x(6O?{SBSi0$S? zdu3vx^UUwfE7S9k=CtF@7sSfO*0dcjqgiLEmNlM|m*x^Gn2j2}K0hqGt@&_gjQM8B zgm*bt)@HW;pen~F^=oG`{dYoFzEyRHf(Du;E%~%;wynaZ+~_AyP$fV7(9ZwyE7SHk z`($4L6r6p_%1D;bTWJjNk_4`&%Y$PXd>*$8<{r-%0}oeOZ_9gkbF;IT{e*V*;{tck z4J%IL0=oGDH=Y7at>=&-AtC$^+X)m@RG0T#v23=>+|tt0V~39+c!jV@VSRq9of>*8 zW0<5wWN7f|XEFq=0m5W>&tg2Xn$ez?sRGXyGc0C8Re|H}jVUe?bWHmd0chmEqClCV z>baROv5fpodnZ@z1>gAQ^roAyP@Q52z+3GH2M56+ArQ>KALF!H>@|)R=np~_oG&TLmnWu=_$y_$YfP)HSJ|?Ev>z}+BY|>XtZBqXZpQ*_`Y6c-QBmJ zpWAP4ZCO}a9$qyCM$R+umZ$I#kvM1g7Hn-mXIUK5TrnO-}A?t5Hr#CUPaI(1T}b z%|&+@`$mt`e%E$(v2x~%n=shB+~ibLSZJ`;?(-gJ6x7sLTcmHv10-Hiz>~c?(tm3n z*h)-F+H!0Hg2;NcHRU}c(Cf7}4hy=txU4|_`}a?>xVU(}-G{HD_3{G`509?i+jN0o zUv8}6(75j{8?eE7-b0R|VOhk?jEXTSvg7UL?0BgmR_OI2Ht5j>{SVVDaYENO=ZL(RblgSjN?6R2|Z56GUFlfU;ZP~NE)nFV&B0vBN>JoNzWYvG1O1i&@ z^;2tQj! z5Sid~cW|DfS-ymQ-##AeAL5`#kKjg4sdr#%KDcvnv513RDJ%Qo#375jAY`e4@?tjT z)1ems^Llif>U7J)@?ZRY7ayi+-}aZ=+@4x@?_M4TlYw+y=6nkRi#XS*PihW#yXs70 zbqrWDwTh}sBBsW4lrD_YhdSPk6;TpNL}bfm6mC0?<2Xe_6B07cds5-m`4IbLPoZ-P(MEP?w8#I|~O+cSYyk>Pla^N9OrnXlg z@El*y`W?8#JW`Se)`a|pKq-^17~P@mYxOgQ)NG4i%$8~^mbP*W%Z-C8Tf5|JBEw=) z60ar$9OJvobkYdN_n73!XK7wKL%50Gk^LsU^?1dO;x{PIjQ+;p%mP0JQ`Y@P3!_iN zcS#O~r2%iYOn;h-eo@;JE9mT>Bk9Z%mzm7ud~hZh5l}#&H_Oe8`V5D!WCM{iHxMyI zh4P#Ir~Znpp&a6PDbJXbRV*6~PZSV+jxWK`vZ06-@C|6@GVd)0HzHFlwl4`W;Z#LA zAMmHU9jfL>J?r=8sxK8`P}`b=veq~SxnX#9?q7;`2s`h46}xSEa#bT2vZ<-Zq~y~R zs2Y+){~{B8E-R?6`gQV9_kI^)b|*WBRaMJe)X{^3hOA=rUkTrD(a3*@P=|g+`@?nS zvjcBxzJrA;yK6!KhXmb%YjtRt-olt0PRwq6>As-~*+W@|*fCSlK;9e+n?Uu_5lT(K zLQ34W2A5NHF@Dm3+gQbhAMj_kEYgm&J=8_mQQP4O>%=PP6C?Q#%+<* zGACt9qT~`!hxo@(%>TIty(Jz0IZ`0-9o16`Rg``0`h5Yjn<=@)yg6lIiBptZ`zb?Nc_^bC z5OTJAL!!c?Y(E0~!hB~y=#|B;?MA&Jvt2}I|Mv-9ZgmxQn$()jsNNI2l5S*y{(x+B z?bSg_(eb|uLq912HMuhS1>No+P&*?-;p<0NH7V&Bg2|*?wZ#N0&lWpMpk0%%u7nX$ zh;_`=HBX85=JJtoK+2Yt{LpiBrJ@MNK!SgIy5S)NGC9kIe19*Wg}n#2>a4Iw8=)VW zzmV{fkH3Ew;}T?s-cjr5&c)>6jZ=1Q0MuXP_tKUv{xzY;CQ8Ph704_O5jj!OZqku_ zEXR^`jWzZ;b%A`~{qDDywKtcey`}m2@TC(fR^=BA_w@j{!m_fRvW8WHKPCKb;+uDh z>3orIt(j%iR>^TVUB@bc*#{QrBO~DkR}q%=8Kqr&XK%6Jk_HCaH$7dkXQw7+8RZJP zrl;-O9cBuh;v=5^EqOgWg(ma{CpTGnIwobI1GnR4mXBdc=zfq|EY9VjCWkd!t2i?+ z-8S4K`4GL03SDS(t2nuy|7Wu7lyJHBy84x6(a=oR8y+*E2M_a%LU3B76fEK#j=zN_ zcfr-*NmJ&eq_wwc;=*Qn!#Dy<%$WcYsT8KP=D>!}j?^48KwMEYkfTm+*hBGP&MZmC zjSqp9kqCfo(l-FKY{p5DY)s^ccG;jvNX)zez2Nv>&xXD80%LFAy0Dahw!&<-1ub1Y z8&GzyukE8eiJfZx{EI-`*b3SKuKW6k2q!nQsAxl09%V~YjGXU-B~6i26_8>Tgjyn$ zs!-Z_nIgq7F+xp<7ps1V>n$Xrc2a&@i4@dN!E{pZA{EZ-klkb z2HT7c1Jj6V*5c#GY3Wk1Y?KO2c$Ivez?AJFE9BDprQ+f&<=>a~!uk{d_(>nCP99U; zty6C8v%7Dwu{CArxm?^pb5$^xE?- zSJ!%#&-Qt|4CBUJ$16u!S=qA7obL0fTSw1#qSZc!zVn-`GMHd3IeI)?zQO?;{ih`C zlTO2fM`LGKGYT`&0fI`&uoR#Q*Hkpd)Jf1<*q*F0nP$k7^Kk|r&!b5n=^WD+?nrt- zg$)xtJX-NREO^1)KmR@OwiN&HF-TML5to#xcMtU^iRoE&KPtTZUlh(Dy}93=hNsm6 zK%YLhc>w=`aK^_a0WN7EOkM?nApaJfPIO7~w_aF|4fOD|#n<79+vTG>73IA@jrEk= zL!O-May^DD>y>ztXVd8YCpSt96Ve_*kw3(_IOIrDwc6O5+U}tgmyUDl7kW0T`}JbW zz+_Xl{e~=xdS`!%V&7t-JfqQS(8K!tfubo4%IdJ;T_Wwo{qDEwdIqPTeRTyQ>F|7B zvkAcf=?Mes`lqh3^d=D=RBJDysQRv0B&M>z&_Q5)>SY zqQ3q(B2z0!`0H0_IXO9coyMOFHRd&@!#G33!w&$69oOi1R0Ep&zV#=KavdpeZ+<$B z^6mY}++~lw4B1rn2qy0h#309$%}sQ8==)PY*Q>{R5%%>4H~G!o!H6Ko<7P8dJ6k45 z10!Y4q`5ytRE}OWumX%96Gy(oS;eRVIMY^GCBq>HryL>LxSTG2CB)^Jp*Xj-Yjo?3 zbh}|V)_(5Vgd{ml+|uOiWdG3!NF~2dm_)(T`}*dFoa9%IV>W2n76gWzDzPd*^|Ibd ztMjNER_0px6Q_#}Dht)+q@Lg`1Q)F*67Xy(Sz4{)&VA7C$uzk?O&)!^YYP#V64cJ42uY^EVmM6BE*h9W$z$j5Enq~?`LJ~8vGHo1H~AJ zVZ_49MfU^$0G){5!a(8+G63uJG_wW}kFJvANV+zQq;$9hNy3`^gm!^c5!=>4>hFLc z|B089Y2SrlZnrLw&ZIJ*r*rZ+{8IObe#0lq6Z$lBWC?8=$F0b5oBE<)Jljb4)pL#~6W6y$kX&*S`huNnxeC#M>c zG^N-t6+rpAIx7pAu5+J{)9*jV%NOaXJh$<04XbIU^+KywFx3IOmC688XE^s+ehVL4LU zt% zH=}UK5uo^5_5_7x6Z8#LWT+Iv=l4dx^#q*EKmW&74bEnoVw;@2F)`EJH1!J73L*cw zg3~bC0I`CiQb#Y+K#znk65)N>wr1q=B~`;tY2Vh)@-Tz+226ARxce#40Q^xB=={In zGpQ|_Y`k(<{W8T9PH0_FegkGl?(nmJ+r+^we=asVeO`hEkWlh9Z#f~Ugk@gFq{GM7 zsy@xQ$&mEW%p$+5AfYYkZU{~cgS9=`lN{*L(>cS3*y*hoyDx`CjfYB-nS$%%Y(xM8W06-o z_i|)@l9VP9Yt6w=ng$^3IwRQ|! z5Dx#VVqng)SxaEA6(y=3bbeUn&;>egncGGhzd=dT)uWfpA zXGa6J;>`5WdmG)N-vYe{!k}7|cn)q+>Qe2&wR_Mqi7%egm-vV7$0lA=dweL0F6D5g5S$S`>=$C|t<=?}=DtAlP zNUB~;%aeQFXX75J4^~>0X*aS5s&*4*Q#H(7K^uqk9i zWjc^^%VA#nE=u~d=L{#DzTgD5TdT4Y*aO53(9r?mZSEb5w>qZp_tD{tw2X}L-RTMu zuXFg&kTgFDYS!y@L6s)`vftaw@k&e5FFK9Ox(c6Yud_BT?iadVVV}l^M83D?IM}2l zAl>lgQ@Us?m~tF6c_@G4Ovp@78(n@{rdnQoHQm}(KX&7`cLG%` zh0}&$a&od%y8$I_v>)I}C0$%N0K&%nVzUomH?stUenVkj#;F-z;c}YA?`Cfgee|vds0X(^7UYQK%VN@-=b$YyPjx6>3o;AK(poN`ky>qEbc zeM)|X3CAzEE#rnBCJlJ=m0vmYlq?$b zzAxP#)}uj&wq77}d-dGR59;p?V-}*Wm+|;fg&@Bh9g|Z%IZC*M7$orhswBZ}d- z(>A4EJ4*wCj6k-PushyMP)da|T?Y{xZi(|d8XJ!CUZ8-oPsSe!Q4^f`u=bh=Zoa1< zN1E4RbpToH%3p2pRl!Au8tog@=U_a;Wj#{;r#%#)DT6XF^MnRit-vqogW1Nf$#{;N z)2KJW%ye@xvF3y27|#J98g$Nb62gHgpTDiuG+DqQ)X`zy6P~rzZ|{Ul;f$n~iG=bD z<$@A%m(qdW{KF5=bRPY(hiC%i7KliR({HCmwr?=wBq9mLMMNDH%Vk4Gmo zQ9P`&58)HfR8+Pdntrn49!74=OW)kUD;zbZ{Oy^rXX9LzO6>Ux&_`+VsxnIZ=<@mg zA!y{{x;0_%TiEnzXu`sNCK=Dn^eb#ohh{;D!niB~tltT1F7XH{CZ@L_FJrJw%}h9$ zNr=DKuL1kkb4-}5Gty>|6f<5VXiplxhMAT#&xiVcy#?)D)EOn1%7v(NQ#IG5C<#PB z}s zCOQ?>p3#X8)zr|H2uJn_6JGd$Wd4#18?9m5zeLZ5@0`)v{X;!JqJ)O<49hvP-Z~wu zJea+FMCmP7og~r4pFHE8{Sy!FPBlCAHN$+E8Py$X^(U}Si^mvSE-ln+!P=$@o!Y;x z-q6I(zO{4qT8Pshc6+Ny+ec$dx?%qF-hKhh44yNA@zQL+1%d9J!1Kp+9k^7IsfvAH zM>#l)q(YO3ptEA6jXj+1owbnRcEo13H->Vsg{(A+G0SLzQl2|WPq4ZN{ zOilKlg>jJvFM3x77uWf|$f+Yl1YIR%GT=Teo&C-kXIF z9}Fn8hF8!Sz|T7s|KqnC8?m#djreeH!1LzTGtb7Dh1QbcVL01#5^Y1q$prasSwAzmJTN^sk&jd4^dlZ$O*~#lj z+K+~sjPcfY3x+@0 z`5{l4YrWd2qsTGzzh|2?n;WqF5o~iOX~Jc`#nhmP6w{U?hd3*$5F ztwT~jyl$yB?l4)Zmc;_4{v9*}G!7snjTirP=F7-;IJv(+jeNSA?fM}xvsDUX32n<9 zOx4q?P}IFphHObNue)~8UcS||29-(WV)Z%T63TvCbRM)H^^+OFu{`V|vPHft@{1`K z;XBL*gdm`ZF#@g)D!{m4q-kMsQ+4~DQpOdx2A~gb7%X2jfRZA%rADgNCT|S%uwdn$ zCjpqhU<;ij!U4ji$j`+#Un;>o4VZ0Y{|nH&`ux7{2K+r`*nzB=6X_I?E+82(-l z-`Y+*kNGskz)^Y0a>IS1%zV8%UWX{B5)v<(VDPpyp@UGdf~;~HB-R1pvlgi;!7~EX ztvG<|nk6dAEA?H+?_rxFm*lVOv=haD-hU4qb=Gh#IUG;!8)InZA(;1FmbqyH{OlOAi>t6}zKqM+ zj3ZiVHNHKJwq8D@v^F15WIw(_0@Q21+i6hq;U4XMr5G|jbG1ZI;?u_bfMPXN{hO}K zRO1DWORKM}6_v#N{dANG!E$jzc&Juw#i_+oz6<~C^i|A&^Z5PElj=)*zvB&l4Q^&u zom*M$Q|A*|7nBw5L$4?xeS|02U&0IwuO_@(Q|FuiYeT=MeG?hn+Wn37~ z$DCnr#t8|dlA%`od$Su`ZyoOqkyDa^@Hm78I$osyRs|J z^ppp-Ho)$iB?eu8=Zi3$H82|3Z$v8}iNH^MGzLheG-~S0GX@y;##Vqhz45k!0LtGt zp!@;)l@Zs$p!IM}Mh1Gw-~&Ek;3)Q!CMniw}_2nt3&FqWIU-#=tiJ)_0euJ1iw;@qtbo$W!b>&(!?Kc_q2FL)@Ae*{A>~~?cw5nvRI)(?ZDEQ|9X0HHE?f)%12v%ZX?Q`MpT@rh^+?~>ic_xCTM^1X_!fbygz>elauk(EA&Q9lXPJV z(L1FQs4iO8UdjjVya9nx$M59^kRIWlCSP}${5HJSo=C8V*`WI!p1NWA?tK|R|kGY3T=`?S37Rs|2OS{>Aqb5vIM z;*i^Xmz6K5H=>#Bjw}0Qo%KWBO(_l4uSwN(n@U#c=)g1A!jheVQA1bb#-UIUc80q1 z=yc5^Ov{NwwLuPh4!e--N%glP_SXRgt&n5qTw0p;Y^9@#~Z1jE@?C#!p*`z(i6 zX86lOmSevFa<6HxN$%^Sob`jBM$XaS=P7&23}Nwo`1PX0LshA;@bGZPC4G+_Y(3ux z)6LDz#*I+I`^i{eEFzd?fOFg$h((3<10muvZg;_vngDXOY$pH1vX8%EVQp>VyIg&@ z>J|Iv&nF`zqhxjqjJ5lIu4ExU!PNYV-84JLt5GgDk9QM|u#F8v$J5FgAbtv+@VpyQ zrlzKnx$HDS9WUcPh{rK^L#A6$M)$2@PXlUr2mfP%& zc$bk!GWc-)bz597a!FspqY1f`0nZX(+h8*v+m7{nCTC&sq3iniSpKJL6igR;Ih3E! z<>_J;6m$KV4`0bunf!zpTx7#8S4S!nTbqDmNVZPkw*(wDIz$7K=%RDu>8cX7f0=t#~r!i2+{-Dyeh&sfo%#JyWRh;L9;o zw^{Jhmqzxj^~3g9qQRz1&k<_jIunJSoL$x_uT!~sbVF!ROP1k9VPEiog5sBiwTi&f zLu1-?%VMH^4de6qPo12i*p;`EJ=h>#c6|WX>6)COG>tJJ1 z$*NQOq?SxS5iYH+DHg{oFUBsY=ES)1j!|I40|&`}I&7)AUK>P-z(P(e7M6FZ!DZsy zyl`pqu8dgP{9T={a2f-IZOdsDpkZ&{d^~j_@2lk6gc1gvS6uBE$h%`1GPbt1_D?Hr zYjT#BvQ1H;LMj%@>BL(3M^;^X6E*DH6A zh@Kva)7}^*J$=-BE{`G=B8eU7dAHbzq6+kO1;LHGM{RGL0CtwZale}q{VL}JWx>b& z-1T~ZCkK2d(*;&TuEp{H&5(X=VrHf(Bi$3&g-+>S9c2We!?a$`D9yWuSjAqkjc>B&(vA@<& zyFv%mQFrZ~JehMWOk=t2rBTYRcl(8bCb9Fh6n`?HYjJf{?&aW1h?_^@#sJA2!|C;$HS;yrIs4bcOb=B&6XMh z{{OXg-~A;2-)nm zL!$^K9rDqPJ}Avix6h94DS<~$Qd&+Q>w}Y20{N|yn}u{eh!c?ebt>9PJ*;N_?Fnme z9z+*Q*0JRnYm;RUy*Q)56Ar6Z8r8ZWA4i?U66-eLmkGcvk>Iks@R}Jn4Slz@Io$tQ zeYI0x(WIxVp((xexf~W+)xVspZe@g4lK;kI51KNofLzkL$fl*@V19PaA3gbl>xKXw zJ3ih~k9FP>i=whnID0QPFFP_8MZvZhlW&oX#H&nh)0I8$P%i#($yG#VygX_{&ScIB z=m+8rNiTgj$rdu$&wO;YOV~EM+<&o|XM2N<{OfPr9_8AC~-DR-e zhpWGhsDBUX2bjZ>SxrAA>HG4yt+?P~Qpti0W=p?4ufqwgpSGOs4(q?N0!Fg+A-am~ z_NUXMdaUdUfQNR>D-8hXdvseNr>TjM{xj6`+p$lX&*x~AF2(ou;eDN@QId|EBFy{F zd0(~g0cD+SG2mjFz)7@>iuBbtA+>$!hF0eSibHxjOn(uvzjtct5U_y!n3?8`*4BVN zdMhL`A31WU{e%X8uDoRk+O&2^p0JAiKSMt){I#1KCiGj3tcXeZylY*s_lY*#45 zr(Z6$&DJXYtGjr`647i#N?MdF zA05IbjAe_r5mj}%*D;_eLZ}+25R_dt&vYE!rZv1&wH(#^YXt_ZExDK|*d1amhq&?A zhZd2Q#v(Au8^}4}JP}$`gkn{3vt>ha)YP1`pH!_DzTSUcMcE0Pt`7dK#nHE{Tq2mT zmMfUsq8E+Qu=Msjb+tph*a@i~9UmlkJt5lqcv#ZqZP9f_H>s=X;f=Y^ z_v5O8``L!}z5!Cdk$kzddmvuAw_=6H0C#pbQ01OnGE}IhBm33va+3WVZsMf1qP7cO?wpVl1xbX63 zxPv}7v7y&K2`fq&34&S7eXS`@UJ|WL< zRrAB_s4*y79`j`eOK1kW_x$pBHTqqNTJi-&Ayd zk<#9)8PbyvaX?OkT3K9eaPdv-%LDHbasjl<$(PK8hv=JQeU0u9Z>l)s#~!LgidJ9P z7&RcAq?%Wo9fo2Bqat_HbwN0Bo0iA~Ns^?MJx}Gmx7a-dJlqulLjOgkOK%Aitqq|@5dg9T^&*zr&Bvw)BX=3O5 zaUqox72$@#5xk@IcswtCKQMae(ErPFyGyMklP|#l5D*WceC$@#Yl$;0w3&DxUiF~< zRZO25$elp+OGNL*fBi)^1t5&A=h#6z#asdns`0G?{Dv+1l@i~H?{8C$w~aN>EWy9NR~Pr*7OUKdOjo|@r<}ZmV^{E0f^l4qkmaF`v$Vxc>Urr zeYVF-i9T5ziACsLL*(YG8g|F<_uVRR>Vy+3^EhbrFrjib0fu&e9oSD2Z@l|6NspXq zldqbmt9aL*wA3c%G){=sWn=37$0pI&T~^JG+m6O=p9ySVz@Eou0(_)R&2Qu{(L2Ol z2D*lKN8_y+@#aXLHsUl;Y$6h%ajY7k_PZTHP9;oFtF8iKT~~7{+Z21*xJuQY3}D`P zZ(;#}unYK+0%&PJzYq`g^_2(kvzD`oa5nu`Y7l@AWFkRp8xJEhQ!O4jgpr z-^V2M-yY}qfgWZ5MnFL$ikPo{>4}#uMb^a34COPT`+*?G;W27w*wfH=XRnKgmt|JU zA}^*H#LmkX)92INo?|-olrz8gnb7?27H41kV~#lP`O4=sRlGp{7fQtBL+U}lj;1P% zHToDie_3yC1^zlNSsb@xe8R?LF1E5Po~5ZmrXW`jP=5g2@Nj{xkS=q4>qrwQ#8@ zSL3uENjoFQ>n9gp7I^P~hx@u&wZE*0fo|@2f6m#?j*2P--HbzdY143NFtyyu?5P_) z*OsP6)j->;nw-q~4a%bN*}ADS>K{lEsjMK&H?_%WkJY#ziNxnxiApvZ7&S5lHrDgQ zxZiGP0F?KU_S&XX))Nt6ho{%9^v}uY*4cM?Rmz~C| z+%Gm6DSd@u9)SJMER)1&3MBny-=`Dr+nOxX?qCF<+*G<8slU(1*ft+ffqv6}>$a+B z>(_N#=_^#q1qQBKpH5p^-(H{Iv(HQW>Mi|b9y47?9YZOfmRQhmq!8MAzEnh>ILhUI zpU3*;y}Ok;`gj>nSDYiqW`PAWoj`oW$gqjJ_;!>2+#GJ&DEbX_xOdpuByC<~$4z%_r2d{GV?uGd5E2WCcuy>sMq^IQrD<6-<9-+MEc; zsnkL7!T2o=*I%th+<_X|FO-4FECKcmD{w{MiIa+=e&^t0Lb^3~#PAXea_YL|dj0Vd zx0Y9;9A(<~bN0$=1IiXUS2hk;TEkuDWAPSRQmFJozOIO7%;01ZJfK*xpc}*Pq3-|W z#)h9wDy(MDk+M|1w@y%eEcOYuDcp}fbd8Cpy5^0hb24%_mOux1@H0Qqd`cIz(!wEZ zG2_<1v^*jfz&N^MVq#M1^W^%D65C%+>;RHe#Mzl$r9gfM*tl%jvl~E}1wg>s`OBFf zDWF$R7pVZ%Uja5zb#k@qZ-!olIgohY_qlndNB+`lPEO9dh7AD4n3D45A1Q3+m%y;d zZ{vZOjSKhp+VPGUg@9ZR;vo25vv7ag&>{Eb3xrus%JH#vrqAty0jre$js}Oy>biJA z7cwR$Fi9|wO8)DZu{3vbr|$^S9=zRa@HQWpUzwlc=7xO*aM0=BwYPw^rzVeoYxs_2 zj2Y_CHTPRvP?YeXJUsR{7;ALD3Gs-ESwzg9a zUjzyxNynG8RXvgsCNVwRS~a!l8)BO?W?)Kq)ZL=iY@ZkiBe^bn|0WX+dc0Ld?2s;R#DJw_&;U>}-@H(?%mDDC2omqeJ;KN@p#n6I>$rAcqn>{t3 zh0YfTWY(5adQM;6T?0gWB1cl3M%KV!bAoD9@dSJH@wxSsD0o4;DapoksnAia>Ug_) zo##50ByBQu#X#duoG%N@H*n=UH937y5sS)T^iZFLW9G^~125NFZYzyi7=OT(ei3xk zkF*+KgKoYmfixek1I4Wa_-YZg?bdp5XEWESWp3F3(e+F}t!M063mCjO-*{yO1RV!? zL@ovC?cX#JQ89%0e-X8`d;p`j`N1m2JIpdE=(O_|`MlO<#-3y%k+t!;r&AlXsM(@k zGWl@>F1?Q+_?C7d#-Zj$D}gkg`ts~MKpI~C zwaR@uWf%zvEfiH!1Kmm9RtP5a-|)T;3rv9l)7e*zs{M9@jCDBWOw|>kdF7FhZ!YKh z&(`2^<^#Fq3@0uiQ3D$wImvO?GZh&S$4n|;Da4}1++Xx`^l+Dk8xq!jD%1c)xZ`Ou~P7b5*83@@G)7axHIU-G60ugf?qR|A86Lwjbso#sAZZ44Ib$c0}~MK z$^AvHmwwdCqbHe4IC!|StJ&0@SyMrsoigSFJ{l|SO9ziO`pi^W+s$)g7P>-PGe9KG zA}Tj{xhQ4~SWD)nc9WIaEyo|!j1rxnG^$J_R@~78vF>Gg*d*kusH9Eu(DG!v!zG?7 z4U+TB^3X7Oi@!ZyMoNR(0USU%Mlw*HFkI-WcGYL9 zzkRg@m?WuuV0sMZkl3|&e=yG_6&`F{zF3Z`DR{!aTI$vT&-n}@8J!ENr0d5Qa|7|` zsLYrNxp11`k~g-&w;ON!Vo9ec^>{bjHxgeM%m$3IKSMZ+16o#BU(6EZJBA z>wlRCM=8JRm`@G((FYKggnyO%*s2@gQTK`pnt|id@k-w8HzG;BMstg5H$G>2{zMIE zlrMnCaXzzR)>Ai)Fjl_6;U(BzZzYeF{|p!_(dLURw7EF1U^68Zsn+pTVQ;hYRH>Rl`)Jl#sBH|2Y_0iI5>)NQ)cSg=2Gy=XxAgM3iCsb zKB%5lL7f%zTE=LGpZt|oT>ML4u`DGf0|P`=DYF_s&oYL*tqCKcH0Qd2oOuYm40MC( zTL0spo8yYraW=0^Lzx4d%+_P6O=3}Yfd#>v6drw;0Lm6sg=NRQC zLuD2?c`h|~@bFHYY5834qNKGZV(5Yh!!c^jt2a7$SRSx;U2E@%Df%s$FbvEZ$eT{2 z0~w+{U8uMF96;QIj)-}t{-PJ_S6a>SRz*VnEBh=0*TVr!g-+%%pT z#-9d$;>G{FY~2BpqNhNalKJ-K_OO&QMRl`12OpiQ;}KuO<@rch)5opQ9Kt5nWHQ6} zW{%$_!V?52QsCwj&+J3co4~WaFs1K4J26gB2mq~HPWaGR>hX-MSw>>AwI* zA6W)#1&rTugkcyVb=g)M&!$WsI5)O3E(>xoW+4*uVu)fmq>epHD3hUO1MK6#UJme4 zXnnx8)|f+w8ygBxP&aU8P^%xlVl$KpmQo4GWm3H}3U)hsF*C$l?k5iN(;1yRM{VMN zz}pl+C^qt>+skk#QR|Lz9L%NnC^%mH1Sy95-hc1V65`;YMDi(kty4l_o7?WcI4w6i zHiL>RptyL=#E@6#sxi?(kYgmxlzAB${6R2vga{1@$g|2?dw=rELjY6ej9ghUYq*fG zgD#@>m1Q%GFCfN;*QO;WU=JoHp2uq@43>iK5d4NS3zUd5N7@fy`y_6;42)}vs#P3BGz?(c#hQyRBLV9mhAf7~ zUhH4lUYEIpWpwofbaHXfZl2w~HaYwK6FoY>-ypDs zZLsqou!I;)Ah|PZCLq>{8ulC<(fp&V23xdsuJOiGtj{4!Hun<=-X)ut`7F3KAO ze{G~p2XX|EM?W#debpjI;0l9#1M!en8z1+Ivn%Zgj5Mg1=5{-Ulh;W!|AK*>u;3LL z&FLbmco7^SnzeZlHPhT(p9{wF2i!K-!^NVOFKcSX&E~x3;(W;&=!1Zh1K>&DCtwHQ zh8Oge#|OfOEbP7Py?jQ7@mqIyfgt*Eq_qeshzpFDXtf=}*#d!=zaR=sK?3^{u-QWE zgDse;RtK+Z;YG^C0ihWf1h+MDW&3tT_>04;T68Eq=7cwB=)O*(*#Goj_3B(}hP0jX zw~n^KWVm|x*Qy6|kV%+1oP-n5?4Dgl&S$eRb2%^q$;eyh+@T^@3nX8Ypj~ZiX#OBy zpJ-#~bK!~8))a0h|3c*!-G0;xy(<&LWT>!1g2W3|vt<7v}2!3!Ymx#k^`7q^RXSsa*xW3$mIYDF(@}uJqSB#POPSZhx^ycrUina-7P1e z0`M50FQmwW(alhfFtBc&*GRs9Lo!cF-@owSR`l^F-r<{9tBM3T8H<>*&JU#wXY)+U zMDnigoKhd9DCRLG?J3ZVqY++751#F`a=}~mCl{`R(cr;7#-ZaC zc=JMOWzz3m0VmD zzw{}?Gu>BgZj9uAG4<6^QEqRzLw75kB4E(nARwW1cPiZ}jevx-NT<@>A>BwzcXxNk z+&$-a?^^e)b^bWI&dfLa+wtz_eS$prh_9A zgy6U8E>Y}KSAD*NPz%#+(jZ0Fv7uUf;drUVm<4}smpsj6Qh&dHoNBe|$xUvr`~A+m zApf?KQKBrA!qqr=&ocOb! zZ&i}Dq^FRT7o+ZLWxrud&B+ z#swC(IltRWEVDmLtd$c3rUW0#N3t&mj|iOg&7Zn?%};Oa>yTWSqsk7Kq6XG6BB#~Yx~Z===hh*wxXNU*bV6yV}~D2JwW2ttI+j=V zPT>GqAd6O#gU%J*X>B|DIe)xXl&@IT^aye9=dKw^Ns{8QI7B~jiLz+|LPAORKcpCS zv(~g$dXw*mkFQmflz@i_##NBMgQz#l_NVlgv1X;Rby!{Fq#`_2Qb?y^EA|RI_UrX^ zyrSZG2TMHVCwbFn%~%aCWIRXJ?Nq3WQ!BZd4M}4j8g*i~Y&2VjZ3(!R?f=BoD-c3F%uzKCu=KiM@ zxbs9U2WZ*#Wb+iP$lD#&lML#m<4l@e-3Yb&mE?`_9KI_V*xzHPv;IfozmGgWjm;k( z8Cer(BSW93?*5 zUJ4KtPEZyYg4J55ih9%Bu`}-^AO7R@#bIiUR-r29$<%0_`57nJ_i5=~zE9(36ySY7N3#aOk{u1YLns-{LZohKIR*z87U+* zQbIZPb%1NS6KEYE=J^KGW(@;xkMmn^fb*JP)){lmAU6dmjB}FHqhQAd0EkbxxtHo> ze9!7|oUe?WptG>^Indkx4Bq;TwL{wd2MD}y$2cQyZoUBe&&d}-GoJurby<3XhT5PL zIv2}iwQ)mR(`BDg`fu~~#=u-_1DCqTVs+S}ub5x=T~<->ZYw1+i3h10Y84o>>KJ_6 zP75KYKZJ4t6{qsdLya` zcBMaec-ke9xJXX7s2G=a%B^7crHd>5AlwfP0Yw@gI9@AaOp+*hycOZwpWnWn(XM@- zmTO|WrYkBJFf5aSnHw-SojO&CP zDAw9tJ{f<~_LPtt|J)mRv5ztbJPO{BEgrnd$FOw*!U$frRnB8lT_tP+Kn5RP)@~Jr zL^5ljk>z+AO>p5l5+?mSlGJ<>zvOk1mm2qsrI6GkTPOiXm#0X50tC*-v)j(oPJ=Ku zOA;4{S*iJp=Z|LG!M%jzy^hIe+=PHs5@5ADx8IMY3a(^sku9-mNJYH*ZV%P>l3H2y zT=(j=33g_lv##K}l~-Sp_%W85u1q)zz)7!%p8*gew5I#Yb8l?Z<@APrQo-H$LZV~P z2=XcL^Iv}-2gyD>ZuYE0@*?xKSlZ16*3%1>i?xTC+)%NL_FkLA<_dW1p@LH9e{v{ zF{5s*50=JD1Baf-XW(t`I*k9ZnXr-2e&KMd%P8_E^|SlH-=Yx{a4BBmJws+W@cg>T zkl>VmhdY$MC9KyAzBKN8JoN!%mpIqOY8U$aI#3VY?|F%}j4$O|; zlcnn+9B1mR2Gbznsui&fw29jxZq^$!MvX!8m?B_?pVTQtRvl^53Hus;icf4n1tP>Q z5}4w@v^!unlgwVhph#vUf`H)Wddgoo&W$7=H|*td}6LTg}D{*6dE7t@h#YY5D#LRu}9tAbN-c zZ?chs|J6(ETyNw^?_v*hH&QjPTd=wl@Z#}wqqtssj3t#dW`H+$uCmPm4lS$iQ;MUy zqx&sj8jv_}NW0}$0i0T`w9vL@o0GGH(WpI>6%2(x?bqURMzAk}K``W)yE(n1T0iv+ zsq00#Cr!Da&+T@#!(ouH%gy;lV9fn*<*c%?+*R{ZjEDlj(QBAf)g{oBWYWk!))O^? zQ5sXAg&6=O!iG3oJ{^8J6EVkEz(XZi!GcIb=$SSDxsO_J=GDvWVYNjbkGHH|)^y}L zaOTnOaikUFoN8w|DsVf$dtNLFT`@z(*K&VN?`kDBMCZ7F?6dp3-5y1`kyMny_gG!B zgqlU@I;%RW+kVfmgn~NN<&>NXu$J^&4s69#p~&vpFxUZVOFQ|tuG{O00orFS{DS3O% zi*7!%iT!#Ym^(gvz4|Cb2M$UVfX6r>zs0Go^A)&9I+?AY88mmU+Wm5=MOCC%Jl^rZ z#@59@Qd%>fDNsS`)l9^H)Uo|-z37*926|J6{A;eYb0B!j?+sOHTZ*@j;cT97@m;*s z@Pea~iOe?qWzZ}?(oy}*%YF?3oebl4t&-*Jpu;TStFA$l>kbzvAslM!4cWT_chJ1w zOn3tExCz(;*gM&0wHxAu;ygVL%H~?i0P=3(h^&+Ob#G^s60;U1I3itgvio;UBq;g= z?jyszx&vx~Z79@A>3~8s;>pGIA4xs^Bk7XJsc?5hx0k~#k-N|8d2_Ap{vg7K_=eN$?# zp7o8sxnSVprn=su-346FdpENtMg|Dtr021c&KgpGq}uD6cL?*vQP{_x2;OvW?n>4 zlcF}E45V-G&nP(DO(;nA;ui}4gLk1P0yS_e8f}%3GLDklh~TH4&e7}jWLV0|E(jc9 zxfdK^@p=mXy5QNnoHeEQF@!Df;-53bk=CgZG@pn%m{u2}-4Q_XSPpuSE=LUO?fTzBBq^kpcl`Kk^J5&mJ_@698- zu!kVOT(JIlELq(A`qTCY4|D!Lnm!oA=Bo1W%R@klkuZntRnsPImU4 zKd)QaG4Nl%_*N_DK@i4HSg|pK->=hudk~zlnPa8D$M(xaybn2YlCm?O;|Ia74^tZw z8<=5Tr~$)m6Eg+j*i=IR)Fm(AV}I2fQPGWQ;TTrWtD8j7c`VG|0X(pTXR<8er|Q1s zTUg}O&W^iU<R(hBG9}13lLC7 z7#}fN^zN1Izt`z`u5PD>kb}P`C5<(v$9mwvh70a%_n$!8kld;)GA05ofO>BP#%ioV z`9vla+qL3N`amEDQUaxV*#5b>qo;z(B!01^5SkGoP+xzN6dyA*Cpw8SRN!3)HVmc#No4G{D`_UjikpS#k%+mxYNo&wYrU9B8>8*! z)uaip5U2MH;rmFpE`s9_2H>GFt1JWB7~dkk{p5_laR1KRoh0^Ke9kSjDsS9^k({Xa zZOWO2a}l0!)jKKU#JCA*GA%Z2$?hOv$-%(XFQ2{m()UZMI1DonQ@}1-Ydm)h>b*G5 z+I^J@5*JlfeSfz83hcQ~wtZL6aj~)i7Um)P;xeCZysJynL zv>|&GpgZT`dzpkN1)uVf`+82P)41GTd<(0|`@n_^|7O(;c+VtAqsy$tA(TO)w`4Jp zy*q6#${3P!3+{Ys&FQ;kJE%?ohAM9)P6OV`Pwu!ijGKm5969Zl(07-QR!)hrB=563 zC4hTbB5oC;duJeQ;s95}6PY~3XbdqYuAc|+oHLhiWb2DQCWKXuX~K02+}GNvyr1Vh z7B;7fV^5^9{Y`pW73AU@H44u+efg!{>{>8v`k1ag{om&e(39GFIY=``Dih8Xw0S$= z;I0Q4g_h-xCOr|b-_V~ja61^Bv5Is4)HdI%sx0H#-1f!OtGsqa`Zo+tUk|D3Ws9%? zSi^^u53fPHBfla9YzgpRAz2+#NLCPZHexYGNkX}u^ca?55wOMXv;$v-H>3;1m!#w4 z4GMgb()UY&SPB8N*z2|dX=QC)jctOcHtVn|=HZHdMdP#H_u6+hKE1A<)ue}E6h%{a zm-L=SQPWy;s{OuE4@5h{cRbw2i~zHR{7CC#q^wEIVTgCNh?zlfJwq!ckv{f^2adM3uJZ73*wc#=0L!7(66xD-3B*$0!e&Om)fvmUGHp3= zF!lab7imbpf3(v@f`e1do7@8n27lbKR@*Yx2bEsHg7vb(wOv;zxm+Ot$=5n>y3wesCEfFBG0w zKLy+Xboi)dId3Z=fbh`+TM}@s1!#iVon^SRWOK#G7;~DgZwf%{=<$ydqA%=W-{9-4 zk+hekT>Ub=MBF>o5hoH-1r|!Vg`E#xbawp zO4;eYyn`}jZZ6C2Ym*FiVhM&x6?5D#Yz;6~fj^O5*U*65y7o+=q4Ep^r@Ko1! z{H?#Ud^L*o+7}s0p2nr#F||FhKI0Jm2XggDw1;ju(yDf4+m<(ln69jQ8~(vH|H>v0 z9g*4&Yon-mrE*6}lTi4bxizyUEixU(?H{3$RZx3Y^}1-?6B(oPnM5sv1}JFccqLxb z$fX}~^@z#REb!gQ1D{{HPTT5h?N{2UG?Fh~pEGy8cHNi;&@7%U2Rru?-wgwAQ}z1k z9>Ykft-gWvU97fS-mcM@5H1HP{Q}x3pQX)GyW8pxI@b$Ljfv}Z4_(VQ_p16t2agJ@ zH*ZH$doO>%mCioUa&x8<|6C~p9Y84gEe>SdB+rc`DTPFYAmC`wcfJR7H@qhfg=)hQ z;&?}W7EYDcNB4sq;B09EcNk!$M)zD6#cV78BDKQppFM%f&rHAm&7o3xx!I45YKbQ$ zKOspcBNH4cwi`T15IYgPtSN~F)gpFNk$+oqQwzoY2LDO5^Wv0l&J>Y4l?vQ;ILq1c z0#dz~EvZn1m&I+u7o%eg#Nk{8)-*||wVo8z*rwuC{QA4P6JB8c2lP~?SZr91CVo4PoUb!_Pdj zT=HJx6MM_`S|uX`Fx{q)!{}hhva56t^}vgy7K+f1bLDej@>cB(HGhA28RBVxl0lX# zW52G#x=ph*a_`q4{{b{P>OL)Yt7Kb(LZzg^yC@p9%97jzG-w|1b(e=eVTSzB~ zcUR}Sll&I7Hg%xW=zRN+^RPNAKn#^l8TdO&FaR~{8jh&s&$JuG{gsTB8FZHn@0y0z zr@A*MZEQTDCfm!#2)w38rzrD4Iz=9A>k{qgJ_mbyL0vWqq+wVGiaHXwl zb|QlvO1HFXfChWq2}L&a(CwWQ0XU^=$AK_a9*@%0E5Ms4XAJ#85ib{FfxGt-cww@_ z4ARqzEp(u6v-vcMPbI?GSag{jqH{TxI%BGTwX!LFZ|tGk1!?l#G&5xln$hlb*#=AZ zEip;JN+W~_2tkSP!P>6*kscU!N z^L7tUK0Lm5@t3^#nu3;W;CW!v*JzgLi^cLsZ*8KRhxBbv@<%c%A<8@pdwf?|$&+Ky zdr`kjB)e(`tQ7%zEaqI9TLL|fmW5L4=N_#ye4QPwc${Ns-%vz~)esiu-PXRM<)W~P z3feV*tdmG`h_4y;d*j9;#2zDgVtz?hQ~ui{(%FY)*;?8BPZ7O_LCtSQ6oUpe^e2@L;)Lc5}qA+p2wh1e;{WjXS3LK8E^74Z z1lEmuh$hw}eD@4q$EQED4alOZN!#a_PMWQ|))G@YAxglA6~#|u!- zMrqk?nI9_IdIR_^-uAH4K<(r6G72xO9sWBaTQoBOxwQBSgJ%RiR^!0)dxWOCMquBt zRV6%?+0NQKL zLJ;eN7Os!@+NSUM?fx%kp3HYWf{D&NviHTL?ba$YihrL9AKOP;H=;k0(@Wtn?7n&Z zG8Etkpi&rHu~=~$5bj;ReiXX#u)i1~75^ap!TvrqkZ*_cmW>_^A)N?ccS!AnC|#EZcd;D_d9HF zM9IuERKH|PL3BDxWddK%W&i0d8nLOf?N;7BH(BX>hR>c;D z&l{1gdUVdICEy|ZIDm+Gg2|<}pS0Hbk>BRctOO`yKtapto(zay+23+6_njr1V~`3k z5}%7;_yOGJ&u&SI{r!T3PF6scFX>$7Pj5Vs;Q-dNvBbQFE{j&uH9QNB~x!tFjH#WximsjTmj zY=rV%CfCjy?pz054?i1s{7_Zo+qGq#Z8%T{wPX5sAxQh~vXW8O-9+rQDwuzKrtD#3 zL`GvN=2wNgkHcBMU}yUA>n$+peFr@2jRC{$im<4Z0vMaIF{sE%wKTD1py2M7c z`9*h9$J#;nOTHh(6vD|9xR*)c{IneF_ldKNfw;e=0#f&0b^TER9>6wLC~3%e*aU3y z7=Qpob@cZ0;^-UO+i{QdW?#~z(L4n)K*kPG=@VCij<~H*T(m{zJEv8Z=Q!Uo+(9Wn=#BfSOUL0kI{b~DaN)MwgW{&m-UKsE*0@%ffEU`C(21_%{ z90xyHOX{#3gV2ppB6j#!lEuyME$?{7jC%gXA4HQJu3Q!L1!`iZ=3B3A04C?YUKb&8_L#TS}v(C$20iq3Dz3|qcL8!m#8pwbN06+nbl&=!$?2W=<`$m z5lZ4CR|xs!6vK^G-Z4Sb*7QH!g6}d4Ehu8fjZLY5xXGjL6VR;Y2?u&Tl@-pkuormu zYx=bvGu6p9qaCxES@-bD`PJ@nYDg-j6*P@0c$8+5FA&!l7a+Zo#g8`QtujXHVkHz= zngHrNN{yEVmS#c1FN2Hu#)Ka|T{jH?T?K~VJZw1n)Exp9&?y_`{0YGm1All9wt)Tv zfZ>x;SQEeogU0o33~1Oottd_VPU-Y;Orrv4aSDXnzoi&K1%xuHa|pQwb13r+kO4=n z$*X$n)w1?26JTG8ikmoId=f>n1OkPL2CLiS7-(gVGscrBbV}~-L73}uo-kFtMpbE4 z`71UBxSn0^YkG5W_-y%2JqKYYJ0E<0e8;o0(}Dk+{gYLggD1k|xg2mB{*|AL)HvH# zqJn>WBg%*Jf$Yo1p*OIHS%KOT2cQ0Y8C7%m=!?SoxQ}xK?tg25o`$VKwIzB9hpkSP zU0=XkA2q(cuABk4Uq2rLZeLP8w*3vEZc(itBZ`7DilJz7C2|XFcaf1XRi|NUtDCX= zD*?wH`QHll4b9&ApqI!QhACTJ6tA`?z=SueTsTfmN4)%Uz5YLuK&$27j>U%bA>I^W z$!2`94umTr#UNwk;pc6jR>$4NY+am9)|?uJ*OKsE0%`L1N&BEFCj?xRFp|nPWf1bh z{r@H$qP?~yZ*p$T^YxWTi$0hymC0IKB9;eXc*JL0bt%Wck0Wk!*slw$R?XdM`Q<)C zuBBv5&{z(=L(N=8It^SOzqKCTl2H+Pkz+oA#?Y;PR#X(mcg<(%AFG*2<;DR`h*_oy zv=Ls~_BVyTvU?w|>w-_7w^u7p z8Oyz^bDg3ieN?VlX@G|O+h#QJBA3J0!IPE8=qOtDEe1_jx3narJ4AJ9<#$s%R@=c~ zskf&|Dj~35ULQMn1?+W=c>w7#NwcBs=VfnU{q3%cpeNM1(wH1{wrH zkDb8f%ZL>YzRkk%2SH5d&dF%tuB?~kh{8XVOltKA-J}b8!dxayLN=fEzhn!E?zG2L zz8Pa%%IR~L&*YZqDN`>pKMem(%#(bYyFZophKLbN_QgLcUhZMZ`O94U$&?r@0N7e; zN<{3PIGl&v2$#il^xDBr`YJ1bB0k5rp_~+0PsiDezo*vKLBBOY0bOJj^m|KX|KK-P z+$T$egAnYXZb|IIv-bE2)8B>+_s0sd7MnKQ^-6yMk}Ti`lDc8Jl=8zm;tf^>b|uFS zZ}8!ml3!eJSpUAjoN72mi@BzHo%KO{5C&zq@AP+*q&*$QXkjxMw_KK)H_I zvj6v<_YFm^BaI;-(gy4NoY<}Ve()Bm>b1%Ot6Rf(5Q z`H5pAXr<{3+>inaqP+SS^@M5HpU0^5mDLziPZ(5_C0z4~A#8g7A`n1PA2O$HkNNkx zQDi0WSIt*a4Xm0Y?Y)IJyr~o{?=yhUIBUe;*DDO^U;Kgh3IRU8n5--&$b#Vr#-`Y- zj2hTn`xQ+2f}I^7#0=QfElO%>X(f1{ou6w}o8tkmUSLVm0#a~RE|iVc-0K zPmZRS`zrS16+$#s+WT;!`1wjZ4B$ux*oC@Dj&$_Rp+E#gJDCLf{OgkeWoPF@B6)q| z+2{h>OSwz-_GqaKkdLh>h}4#xvP~G6rs`W|8w_N=Vqh47itGJump*iKn~ zpg(T8XD(}f;xE!D1DOqpI(E%mHw`1(CZoUK1G|SxpGOaUk6k+8ult_TJv-`~Teth9 zFg!2)ukAVK=A=aYo-sS!ek_8u(^~|~2;^vw_t)oV11uaCV=qga zue4#&D`ywu3gdHg*Vy=L4?EJ3P~Oh;#Uw0`r;~!dhm{6$XHt+B5Y_kZ8j2olg{`t) z+MY?`fmKN!p%&P1ad(n ztY$Y9iwn-Pqf@unR!98bDNzv{CZ6`KbvJmyQKE4F2LzI(Qqi(Q1l9D?(2-xfP-QK* zndb)9n;Lp9YW5kaspQJa$}kUX2pPAv;ls^oSC8wnA-#Hgn#;>ekZE#EuHU><1{4xV zTuhMmE4#-W3sQq7#@Is`;L_e!d_SA`gJ6?_;dVQ$31%?BzL7S_^_*v}sOUNh5E@XWM( z7eYS4Vrh-cyqoTprf>6=YE#CEj94`8qn*54BkkBU>xI`nz=7~T5faCmDWp8d8bhQ& zcO)`VRv)Y4d?LnI2|PG>11eK;&B(r>2L$^G?OY*;Urn>$N2G)MhiOj{;~GoB)l_;8aWYH>GTExSc#pTA=r@CyUDW3Pks2nYD`91xtApsI7Ddc=oFNc z99H@QpBdm%(e5ojgl_A*)G|^)>2qVWx3}kC=kLEXEgSl)s;&fSq27ny4>JghjtuN1 zfhnC1$qnfuWB7f5eu1Y~P0+;5I!EL1p>+fg+zFDat^7Atb9>}J+xqusFRC?1WlSEg zvc#q2J57Tlzy9?(J>b|ZMw(2JXeHK0^PxF4#F?_~$}#q9J}W*?AczqM42v|&*Ad3rTp9AvCHh?~zUP!2UU>_*uy3IK& zjk~|E)B>OAn2d~(gW0`=@q^ha;A)Puxw+Zy{r?#+q)%IOuRHTMg68uy*mdb@j*}V# zHnU=>;1;EzfHSf1!y5xT76CxE-1H-mG#}Az8T*&4U^blGg66z#j587>Sm#6jH7C%4 z{NdZ*qWqX0nABMh7&&@Vn`!+3YxnNCOuV3XPG%b51P z23vV}O5e|!CpiIzZ!aA__s13U{_&qZt?DZp$g2MH6Go!O9yvM{3NBPzy_Ar8As-v7 z==7=z-}JJ+3?MP9u;VU|EXmxgLi5YrZk{{%*K?79iz^NY@O@cX z`sbAE(+|9b>_ZIc`^=cV>L5+y_IRZUC8V}4JN7xM=vu?U~ zwGtVUo0l<e7i+#>r3@N-no7t@gM zVdF8Ck^rdyE~{Ov`+P#z1)BzyogUJWyeG8{QDivu^U=CeziDG`U!McjSJ#}$$U_hu z>s~n6$|OMjIdbfs4&+_0tY5tZsG~_u?+J1f*gUnO8#1TUJHf>yhzF#L&`RFlwT7Fc zBs(FPUBBNCl!t=?CXa>XT!9j+|kgYS&LH`g){qSejl0>n2l?RO*col=$&U`V}qh% z+QFBaE=<%SxH^y>=v>{>=)3T^eQF7EHve<)4zX|gjaN4vHJeGxRH=ezu7JT1#yzfG z|5(BLy#Y zUB2Qvy^1qywx`)$-mfw6YwW1m3dIuWf`Cj%6O+)mr10S*&t8egt51%#?nP?Lt}gmZ>LLV)?*#u= z?B=2NQ`?Ldj5Mt@R9Gd~m%b%(ij{!-pXxic4T}sOeh!APysl9Z$xlUvpWpAst+_|O zip1~FEKfA+xz)mQCVWQ@5|vZs(}q@>liVmN1l(Z&!O$2eB#wW!qV0uEtS`(D?|FgG z>iPp3Da2EN4By+_X^JGV8@el$0czTDE|qW7(=TQPj#0T{HeZ}UUQhaEJew? z{`B2-xEMJOXoi0EqdFMHog8>p0UH@i&`=Djsr2BfVWM;<4Ufc7BGUo+629<$)>7=q zY5j=UDNpZPRI~iM-J+U58i}v^4bSdbeb%|+)otgBgIk9R}cgO)EP%o)#yRXm7j9EStw=7+=zwCy_0p zA&6zNuz0mDvgy5ribd%EMOV7Hl=C zdt%fZ!b^Lj$xZh1eo`K!MWNmos1NBTfeB@~R@!uB<)n4-` zK*>o@YWhDw^o4HT0Jvm4-42k+0VkEF2bWo&ai&?*o$$ zpux+WzR*o^wV5UgtL<>$;+I|kUgy((A_=fnO%7_4pd4`O8a}pq+d2OIl>I)>h-2n2 z=78Y&yBA~Bw($HbPQqjm-{ot!WTBx&S3SM_T(?;9A2K+HoDJJ9o#{|f8)0*g#8V`D ziHspB0@xNN09!cKLal^;XrV@h*GDm%2j%(cO`ueFN&797CX<1@GTb2^m?RE>hbvz6 z88GIi3$oS2R`=g)J4ZppO4n=Fqj)%PO4xYvf?gr!M+yqjRK*6e~GtY2ae!q2WC!}+>B(pOX*Z6};{d*9GCb(7)0 z#{)F5?(+4so4>&MyLug8Y;^?%(T~D)@~UL|&R2*nk>>mZL|8@NZ+s&g=zcYDnn)Ku zoAgP7ifeVtp5E<$t zZ@O95TpNS$*t<|2%d6phAup^Yjnhm)yuvqRq31XMKvZ0oJdR~4C-UcaiKG(1=xEq00$khXilW);p zYg4;e=A?6F0}-s-=DX53&YM$<0C1mve^cbO^-b2^lTmd?oXC&gBjEd(Ux`yfrY0tE z$>v8ZtuFT_bvmLI*~vl86Aljt;m}hk8@C6z|K6rcBcp}W8i4TG*@&_ zL?IwDdYWK>^1_y?oQ+x*~b0u;RnW_Af%)%#5adDleR< zmDO7i%WVeihT5meNJ&{qKikA9f~ZD@H)`9F3&b3$nsRCKy-HE&=nUPmq%&W|3Dii4 z+FBmzY=>H&`vHj(T>YEN!btDw2lRzYL&vr_C{Ou08hB})GhmXy9PwbUNUO>e3+8MD z&}iUV#(8shwAk1;cp$E1;Go2-JQXrc)n>#Uty}lJiP<%%2NDf*njQFTCjkoHqKn6# zv1PIk?CJqrH_EJ#Vqr>hmrosOxIP~gU~^*)o^=CmMZxz@1rr$o=A<|xc#i3NKflbH zB-=in0Wy|LTkiILwP3P|9qg(?6$F}|`B6A%iHZ!gUVM6>u#_|S$QAi8)UMR_QVJj3 zG-^ird)vnm<5}y^g3a7u+y~=CcFaq(-@kvuBGL1Uia?BD=JbAJ6L5YlTep{X(EDXA zpoJxB+eCm};POQv+`}GA3}Rj_dL=dkCA4-AvRgWJ148Y3w}a-r%RNEflTr`C!zx38 zuu)0arxTN%L2#*ASfVxu64p<@)E`t1{2e;fRHeeBY5nv*Sm^yFWDxE3w;+6NEYmCQ z=WwiauKlwahEoA=Ac9wHre!G^dS@JBLpF~=8iMHhL^D~dXUA!efBxI)Ey0ThAwiCh zm($~8W54CiSx+9$M?kjsHRfeOH|qK|3a|bsYFpq|1mr*=NMET%mC^sX(i&_enJeG$T}$iE#?kQvGx{}w=V97WC|%*bu;YMfj@WO1=Jc%nV2@#jD@ z^*uZofz_0lCSU=8xsd=Y4O4-d55%qA0;_ZxcXvKDH8pW>OSX;!=6obW*J7NKFDMWJ zP8L?weJFp*m6oVVvrmyievL26JiBk%jqpzP`&uy9G3KM8xkY7V3~%1Nxmhr+0&&d+ zMMY$LDq(o0`+cMk+wvm>_?z{fs;VsrM8z1{=+U6@pMCs81w^U zh_K(>;`9UY3?$Culai8p9bMnULccw)kFabTPkYElx^qHkoGS}MlTC3*MqN|mpNOt) zS>QObTnHfUBngT-XOy5rlKMCGU9)!Ie0bN zz`_Tfc@V78{lNulcaUs3^0l4d&FpqqW9(mcnNd#}e{ssPuZI!0QQV1f@ zVf+gbm<{yilWo|tnb`SXw-nqx!goakvrXe1f$lk2`d~%?Z*7r@Jlsx+_W=So^-W81 zAPYUBx5!>Q;*-RDU$|rRGu!uh`@;R|fY{(v6y+X-u+z-65@OIr&vBq&^Xw*{8M|w)lYCpaL$vUe&^<05 z-fmC>Bcuf^X_&t!aO*_y^Le~;=%sM82T+%b8rqsmuv;yYy6mzQT>dK0Wup~&=#x&sk7S+(u@bR#8gkRTltIBtKY>)Lo$kqS3 z0fp&MsmUj;D}qH`>{?Oopg_pK-lgCZzms9+>z~=yfW4UlM8Etn{#}x{>0EX zyEX<*eVfi;thb`Vk?ddJIW#mR1oaqaj+gA`x;P7T^d!#kJy|o3L|H9>$kNe}^0xNN_w|qZc?>z@W50RhsGjHngDO9jUOUQ61*Asj0&Z(?EL8(B@-^#dAl1pYv)q(W!C*+%<{O>);5~nTmrFi}GTxX2U9@r6DSo4jIX-U77&fnDn(H!$h9x56SJA?fPrsdUOv#aj1^| z<>usk1KAE$OFXD2H|tU7e`%xYg{LPbqJR8Yt8MW7&T^${>{l*IX7ttUDdz0DDjJWd z$1fXo?6)|-EV2y;Q+eK@8MW05vbsl}%z;+$NJnc|5MI+kVledpe1w2=0zxQUHHn@- z?=C89=~vUx+ngfBCg*LdFzJ>4;HWP@*w^=~u<$!bOW|xXHH|f-8Vt@|(d5pN^|B->#HlLgc5c zXKv#MLOi@v3%#qC(cmAB$WkUo#!p=#c%ap;e^NVDqSIS5t-pV_;G^Ywcd_0cA{$_)e=gY`%PrWIV#WIuRp_ov%!mS4dwyI>-tL<*qz zVai8t48I)@!DtPs%4T?DG%qlGO?%`h^kk#CzzUqX_)K1bmzIz%C5-U}w86K%JpTTm z`#9Vf0fu60Bx5=0^KJIwX3Ye5HH5X)ccJ^6h~Mw&%o;rWAki~>?ow^Y&XWjO25ye` zv7%j#-YxgUkkMao7oix9^(+ie02#4iA)S;I52tAoF1y`S9 zwjt3zr>i&KHkJt(l}4rK%U^lk**_z5Z9RS<=7`3HM#~o~ga5S!EDn3nvDRda=UA$m zZdow?^LK@MQB3^20FGK*<&fxlvqyX8A?W-uq!A*I1qr2^l6n3;B;;>Wy$~cmKEA<| zXpJW2N@ILxt!>0|_4~kY=A!|fW&bS#+(neJ)N|2V6wx6l*sa#|ZE^f8EG&+ezI~Ct zheY3;i2k42z5=MK?(KIUQb9_T4n}=+hX-MQP+%A5r`u0yMeMQnpbG&F6+@)MBqvyTRxiDNYJXjLVmpyLB ziV#L}@GZTV?@#yn`71En4H3C(wo6Y#6Ojo^bGxaEefmx11CP)sm9MYv2_ph?hD&%$ z8?lX<0-AQ67yUT=9pnTJjlFCWA=mJ)zBZ#=Ci(EDU)e*O-q5Jd%rfv-2&hzkHQ02UZC%~%OeF&I2ErSVhO^j85Im4 zEh_?$WV)gTN0h-{&m6jD@-zN&u82NWZWLR@Qh)_?HZfm(7Ez58NU2F1Mj21!>fI5z zv-xj7&qzNb%3&0ol`j70Bf}OSKbaS^*)V!=_t;ID;w1jYiquZAu!ED&v1Y2u@X371 z?#SfB-d+*pYzcOPI8S!SF2OiypP8MrZbi{f;OjH~!mf=Mb4orQG6h>DgS>e#|H?`* zo#^GmvInzjM~}9?FDq5t_<4@9TZF()(PRBV|2^Tm->il&#VkCirk~UkYgs3jZo7twjqqJ^P(@g29=*qlru&&wd9yDb1mzi9 z>cqNYNG^-mTgwai7_l3y`kB`f)jOFF!fF|t*hD^>>y@_9TNBDfE>zV%B|+@gCo~eb z7mgmf&m^&4)w5FP@m>J-(?`5Up)q%2yd_s^e1eiXTh8RYfG?q^AZUGgFqAf9z_|WxtBTF+eD0wbmd%^cFBK<6LgowaW$Wa`Wb0Mu1Z#5`9pgONth7g=CM}F{YK`DPuAL7xQK&xB?LbbKDP2gxO>(p%L}`3V_;zo!dSr+%%j=>0=tig)b&iE26>v#DME?$)qkI= zI~!KzyEbpPDn@jzx-wqsegUv4C4ioP+{2eP_T8RN+kG`deU%_VR%X!@Z}`OUt?9w- zx~St3WBb*y{Nnhga#n)N$F&s{QYHUz=@)Uu_mlV?+wWWFf2Kr+Q4YIhYJvYmv`Z|3 zWx3!l&zyi$x`k_#Ku5VSz=p6=29~&<)=BL&&{jhjU%Tug;TlKZtAdI2l_9OeT(3EG zy~P7;{VX5f^65;D?0IF@m%Nnw2Rzz7ufYHsS)Tb3{R5deJDp%Lph?v)>r~!7LIp}| zqli)G>xuPD*uwt^B#k)1NF=xN%}|Slm#F_SBa7tr-SO%jyD_fqz)EWAaV$D^4dfMI z>xjZb3e~NAn%UoOHddIAntw=K8Z~>SvX+1&9VECy^T8Uf;8u`Qg3dL;N}VoKZJO0| z>R?3n>eppE?eO&KSW?Lvi^d~k(XO)E&(Z4yURZPm^NB{KXL8A4+qEhV!KdBMt=?MdWx|5uZ7Pv zUfjY{ykwr!wi~(mv1iUJtBM^O4aN{8Cv>muo&&u^7@}wh^4jv}vE_)`F^h*Th8=!(x|yXLKt*Wd^; zd~!j)#oPzcF>8IfS!8}4AE_Vjzm1Yk62YuDho$TynqLGKDAl4bq63w~s5fUE(AW`1 zs!6xL_a>OZ2offci&RYQiwes#TzWlyS@eetif zYxuSGs0i&BgZ3-3m_=}kPbyq@lX|3Ma(E`$Y)pR4VE(G2{yma0{mA@XQC+Fe-F5!@~ zmrdc3GGaHkYJ04952(mln z;leh2wDO+ukLG|`tfUfxTHLS{=qYzcUzn26z+Z%9BbZ3Pv6YwMSOg~GY|Ixsk>81P zRTt42>xW?rSybTpg(Zl5Wv9cg!;(C_Vy}*+^zj!MAyJD)2;B$0I~L&*G%$fF0q_pFcHu z=;(O0It)R=Anc^RP9GDZITq&jo%YC--dP_m>Rbsjo$ySc*(8s}!ahHS}ypX@{s z|ABm41aQDVTUuntC5(;%p+M43f$yH^-z($~0m~B+9$pD)ejMOB|4a6K4a)N5`~raK zM6a!nOjzh&>&v4;7zacS$P>u?YM4~7D%j2lx6!6Sx~_bFCc+eHK_O79s}2s1jyjDT zXU;H6dt3$hMW@hI4o|7)f zcV=dTp37#ELg<`JtA$Asy758kikv-r)=4ulJbXk8tE;OD4l!^8>c|k8W8;O)t*lbN zeQVt)N>5ME`L!gn$&&FQJ%v~{u?u z2RAe*cXM-c{%GfPE(TX|J>rT2ktC^muHGSQUr!LH4|VPO%3XJOrtN4cA9C*8IRbSJ zjaCD9Ma5^9I{(QWv&;WxjyGT^?)xkCpE5ID$~JMs!#_JcbqxTEQNCjEA%@jH6lu1x zdOAwX_6c2v5@FrMmFw$H$7yLF-Kpt@5@I+LZtU)lgDNjXcYZS#1_)k+4&7p+wSSMw%b5orvSqkcFV(tf1iQ_D-D)3pQ%puFtl=mUQI{liB40NG!^Oa`)an zL6-$hI)2?->gwV1lK*YGR#M78_!DcKcR5eu$ZEkQo*$HzQ#IfkcL7M?@I#vIiz+I( zn_`vruo@x|L% z-*&^R4B-=A#n+8ny*BqG`S(I^vCMw!L))yOZTk4|p~`u*OlD8UJ$t=s#W7A-^)E;G zMF`Rc<-+FHhan5jN+vlyPd%#pr~z0)8y*(TbE)uBRufuJ zPzD8d(e><0C|aB1FL4Mh=j^%{q6T}`ip)>O>H$=Oo_H!9r<zQ9Bchs z1<6W9X5NPg@(fOu;`v?W9y^XsiDJ0OC`k34A`=mK)7VS+td1^uVU|ypwI+FXYuS&? zZ2Yo@(z*-{V$+EK9MMN-GYxv_c=18VflkE0P0SxsUi>fj%`EI)0jOnX8wp-cswL{ZU?D+L8GRk=@m&E%WPgTO zj(xpq$^pr2wkoN&eX+KRE7z6(Wb?VoMnsmjfS|Th$^EQ1vS6Iq>v!S7tU;(?$9H*n%>NP+eLNd0J;kj42bRz zL+s>Tj(4y>8RW*eNoLZM$ZIJuF>W5Cy8pMcbYw>U24#0q;$eiO048{tq&@fyPlV#V zA4tf&baM`xLI(9;Kz73mL|KVWmAIZgjS&GgK<00M7uWO+LM)Lx-_zaxN@SJ*#QSJg zWP0B>D&XuD6~+Y}!peuEDaf%<)>}6eg6ro%AQ71<$jq6G^YL7tJ`$etRX%R@kch!z zv216i#{{uyF6}kiK+Qn62C`0rqhqT^%mq)ceZm43!QPF~Iz3p$c7m|MUaOowE14T+DO5xN+4 zMevD~CK@_8al*VWtM<3cW;O-aXE~f_*$Fmz5$&oKN+58-JMw%Z`jLDfR>H2OOd|cU zWQFdLFty`tpKLyzucfQDKCoGP^w+EXIDwQ6q{bA$_$sa*QF zp;GzZI@D3Y{AnyJs@ho(Yvg}%uGE9{?&ACEsTSGzgjnAX>)lbZ@PS@036f(UmbEjk zXEMJ+nDLaAl1F0=1lGysf5c4){U|4L;O*#*mtObo6IMR`BGz+=ai$|@@6|#I z({Q~18Im&Q&rR>_q68>?(_9g`mP=RlbDW1VER}{-!(RiPPEMsyUu>&e3=O2_lRt$%qj5oYuWfL0OEl&Xqm7i%Mq&9egaUKlxvmy8 zzh`ullse%D*ETKd8^gD^v2r0Eucz*l&Tp}jjui7qE<9-ZaJuU5gJV_s`Zg`aga5jz zhi+c8p3GawlEPG;UAvHbIa`2(z>hmB^K6G~N7N*$jb(bY18ORb1y7%i;hXrF z6s`7z029~e`#CTJRiq`DwMH*3hZBCKMV51lqx2-RvDgW`Sl2__4gI`W8*_A-;Ksuym+udeQ4#8!EvQ3w zC;b4;37pP|sL_w8LM&NZTiYIk#bVch(pS*;(5o(tovN~tzv4F(ySHJ-ya>)dl@xc} z?CNN{G3qnjE}O0yYhRtaYVgsq7B}G&^`HKPbiGNkQ&XP;qwu9mm$W2~fvhaPbVpL5!@ftLxKcEg~Y)*3&by zt9=Jf)2#CM?I{`~w{DnM;na`9)e{5)P@MC*FRK=F4xPA=Zjwqk>eamm975N^*i^K% zn6k3Q**@JNCL)FXkV$D<^%6bNv?qMru6$qkff#AK;_i)-5 zh#^sWy_YXvPE1a&!1mOSntOVs-qGiKu zsU{jV1Fq>v&lBE0C+a|dQo`6}7fr5>``lmv|L#>dsKUcNr16c)6AailFEbk}qAs1I z8KEB;{e`|=@(!|)!t~~0Z#GV>-HLl#N-SI&bGZHRKzLgoes8{s$qs}o)``>eUQ1dv zz8-ejv<1U4c6IDO>f;K%cSy!luIS8rsP@cl=UUIjl744jw!4R#I$ADdQ;zp5rA)tj zh~$Bc$(5&T-)tXfJa|-Z>{)mTo!_G;5YJ@To{RjG8*7knU3zlqnBQN6`!|?ZOF?=F zdHdYL2`Y>;Kj|4hHY^leyQUV)37tznCD5lb3K>o6-*m_rzS!NtFS=25G(#~EjpX=3 zZp%~UOzKk@F=4+6*H$GWz64(|1ELCdDnRKQp21fe3=Mk)p@Y)x@2$YCA5zlz)39aU zfQLPf6IZgOJB{DqAlxiT_i?wIdBT>djQ+p`KRnuskZ@4*8hNv845i!e?{cKHqoL3B z%OHt{UljcewtEA@8;#OWmR9T({|ey(vUw_$0$;B*is^XxwU(rQb+EB~el`+%OeMXI zES$dhSxsPRLMe0laA*kUqH+LFaSR6^SD^al-b--tYDN$3h+49+-|Ulg&*HPF)KWld zK|y0XnK`~i=EI!e5Nb}MnxK{j^6GfC$Wf=!@Hrng!5e%k|MQE%Rk1&7i#}54i$zg3qB&uSv<1PD^FD5T_%)4H4d})|N zO|65S!;yX|olx`@jPQz?&I3!t>~nbnbAZ`$ApETp9~5Q6+bPy7!ljO63GRcZOYK;rW5AY)!ea7vrv~jL2;GhX#G=e|YtxDGEfkci=Y27G zcmC@`tyn$jweDt7BeY5qMD=%H@2?mL$6^N-H_m-Pw9(1Db3?YO zV7G73oEm*3D6Ez7{~(-oj*R%zW7lMH8qJZqIJu)v})n6UMbkw2^19- zy?XV^$?VR92iJkO4@3<`G1T?I2~LUJ3l}er0Z;HbF0Petm)#sUQkT zSYEap8y_zMqUzpqZ_hvxC<;me6){9D)O2)pu;2aZncrfdsJ zOA0}n05GF>U$ULWW%(Xh^3dH3#KM&5%$KDlA*57n6U~x1@bUp8Bl-cy7^{n&=e6g{ zCb!y*V|85m1oJd`(82k+vbJ}1-Tzx_N=#G*2>|$G^zVlK^qfbd{f5Q0(mGOhFMS_i z!G80MoSvx?r8s5nl08^&KX>U;8;@3Q!wEXNH_W!Bt*IYA#G{+MeQ-X#^%$!}hZk({ zPqnMb3cr5++N3YnJaeP7v-8~P(^bH^8^`-FKMq2qP9jp$c>Hb_e(tl)o6=G#^ptu$ z`kP9;$m{D-=UxLj>m4k1+F}iMCf|VAbF6wV<=6~LI8H`m-v}Dj6?PTm=EhY$A&nmx z(9W?RzqVFI${q*6*)@QOl=K13Gs*%Tr^M!7Yt^6Mgc5JowY0PV2C1-dcNc^d2Ox=I z0F%{N4VMq@14c*S@bJ*2F@{&Sv&D9I>;?aC5Sa-~LldygFK8|C9(V)4b5rt_C$}Cv zcs=ht(Lj?mZ)$9ucKzl}A;5nXJScJb+FRyX05tZ`djYhO@v>lFSHf%CE^xfaY4$c@ z+)3{H3`V8XaZE|?1ddhIaGzr{v=cGy}4u@{Ijvq(KWUimc*}p9R4t?dou?h0#Li`=Futc z&~|JR&O~NZ{)y^OihN69bNud3k5Slb2*47Z%S7?I9^0dVDoHZlAvL4RpN%X+1iSTo z%g__Ik~}4#W5Ao~FIZO+mLb~8sn4#VrF8?~rLaCTjUyr=0CMvN28v{xG%-O?`~KQX zhde0v|0`T;VdHT?&P_x_RM-bW-8bO>3}u%cQY@SOSX|8H2Q^5fD@#w!(a|xm9IC)c z9UUE%-mI4%9XWdRXr_p}yF2^^O5=)+&$4}Arm`netOfXMayp*m^72He{AMjq%Tr0$ zZoqi8RED~SBO{MTMn(N>Xh=>@_Jg<=Gt}AQI^-Ux@&20q-eLhQEc4~jnw=#44tuwU z?LirIUkh++*QK&8T^_m@Sk^m!pvT#u*Deb^7&!xj({Q)NIayiu<)QI8Ybektz?aJf z>hUcm^>;_d#zKd~24zhqXCx$w<>Q5{$LIHEZcqk30X9;H&U;uvw`F}SD+Yt_BSp>LCIOo3c*=Gsp(?K=<6xiyaXNswOx8)Bv^zhMG zUH3HkuS1)j=5Qeg)RgT3_FrPL9AiYbyq1Jd00dH7g|F}a!2zR;ml*V#3PO`F8*Zca>3M{Ppdigiu7)WjPMOZnpFd}j@hYs@jftVV$jvR8E8Z?rULKYS;KO6+s=oh4^9pXL zOs5f+xw(bKJJ>gn-?QD^@H!BCh?ctf4$iPrQ_BIq6jG=O6m2*2Cj|vi>UOsP(9Cgr z+2C3T1CajInB=VdJfDPO!;Nx!m6es3KOg$M9klrX;D?2QqV|kXOUT0rNhueytzg3- zvvF`}+tVCg?FCyN`y-^XcD!rpFbz3L2fv-^>>9#Pd*Sznry(!@HvhX!lnrYO6~i-a z?d>R>toOTdrm?WF@E4tu7*Kh{!NK9<=g)?aJ!Xoax3YjhLCV;8;4*I=7+A2#0mJtF z`}d&W;JL_h2BSDZBNE%P4LWEFhfd0Bb|cOxjp1;^DOu<-25^C_yT$HnQ1@ zj6a>Hy05CL8fcwcU_Ko1L5zixiJ7@9Gl}-xEq&OC01f!L!6a;P0`}N4w}v`~vobO= zi~#a>mXp)H)4pu(bB1dCJ99|!Qq$5fLmQr-2EilW^74{GZHnb^q-AEdq-2*_xOcD*o-L%wM5qFPfK$1C{rPKA z+e9#cg1(>>I@YC=Takiwfbx3-{&x-R_S^jChoPSY>ux2<46e_0HVRYxu6{e@kx-7+F}tx%mq`JePq?Sr}TUW3zOpAkbO*%m;pwaqmbRoEz!woPt1V zO7Cz|@7CSBuh8)p3^=^Fz|B3M{Z`s@GY;w`v@9%EhDJtBYCfy9?E?b?DNVsAxqoLH z)ZCJj^8+hAlO2|6hb!B9lbd^)mYQ0BY;5fJ)1$Q7qb&@$+38*{A;jaR?}uBj4I?8X z(MM)GGh$y~GQJU5v{IUuRL8Ie@!%UY-T(vI4z_G<7=JL#+U41Z<1`9EeLhAtW0(Oa zkq*me3Su@9m}v+Z8-R*BPVaCvmNngSC4GGED^H!5^_&eF&aZeBlm0)3`Nh#CxN>HQ zY2k7Qx4vR9qDSBlgRaAi`3G6rMaSU}5U`k8TQ6oe+Y|`7E@>Am?sZoj3fBZs%x5n^ zkoE)q8Uo78wiQ86bdYAuxz?pdRWjI^Qd7-^lvP6byNAqsM~Oq*k6PSy0p9(jdthY%ALuYJ|nSu)7b#jrLqB znl2p%Bf@TAU@+}M`*b?V{C$;hUZAHt< z>OFK2`1I*A94lIVp|}5d4_A@Y(9p2vGhN4Q`v^Sbv{gI!YsXA}K0Xt`x1!Dj;@bq* zB*^XqAggn_2^YekAwQG{>5YzoMUwvZ?c4N0B6x5ip`1Gwg-{mVZcjR_t-$Y9=>2(6 z1DOOIso^(If|RMwreJL$rzH|_^tW%faayY>Ox$uhs;N-?)e~113%3G6(K8EGXWc)p z67$Ce#A+tcm=cX2QRwi{=3D!tVp38G@SSmg{-~puKS6zx@8f+y%cKbTakN>hz-?0L z>E{5P0HF{4`rGDWqJgE&e%om<87RU1v~@pYtRDtFS_Khx(Ngg|gQyJ);Itu&+IehA zM{6vsMx6jLOd@pD}VuaXcF$WTOO(68>|R&tegxy`wkeM_i%X5bM{_)t-0o!lW*#(@>uAk=x}gwSc(d=ns9Ik{%~;cYiKCo8UBf- zE%1-9%WGX1Ee8u1cM~UbI298YM>_`>J8M&FH*+UvYX^H?4qgsEHfk#u7e{9iPR>vN z=LH-NPL`a{-;Okci#&5wc<&4chhqZ!hA)yVw1$K09#@o=dh3yKu^8 zwLXFe|Kq=ByO8CO{QuVrh;iZ2|9fa)EDOi<->*4-#r^+Z`2S&fG6XF~(|XI^*ZjFM zciFp~HDcuD#jn$gnzj*NOrb*y7^j1+vE!T3(NQ*|_KeH@+3Z6lVMcRHOXvOahWPmS zt`6vUy_U&zpr<;CBgp3+GN6X2(%l*?YZDNlXlleb? zW*rXWB1s7`a3g?C8&^|NQGrWLNkPQiopNw?KKG|k0vrC37VbsR`O+C=IF9}soqV+8 zW|W|5wJsVC&dzlQR9qrECLjQTqvOG8#DZ5KJ&G~QqYJ86I5|l5bb{I!O%c&+O2fny zwl`T=W4|l{mGJcR3REvpdI%i?$t4ceY23o7mDaGTiB- zOWx8$+y>TXWTBPd=@NoND5iFW$d@zw07GOGnqV87eBiVMFBI#6W=79h>+c$!yRdzg)`rqAs zG4wut4GY4&7>OaU-Ni*k#=irQ4_4a9Vgu85vi&IiSt}X?W{vzZVc)Ekt$+ROWBR+h zf-$~DL~K^~Q_^vB$F&?aN9Y*&Bt>wxfB(GMces3(7_?7#4CUbZJ> z(|si?ixeaIB&3wW0Vyub+6ZT@fLpuW$p#w-I~L}{$zWwi@zunB|1D6u-I0V2KHQ#v zZZd%HuP7-oUGEBxB;^k;%=!{OUt@Wn?R7pXcnc!&_p1`~I8lcmGO3fP&zp%<{dn1`$3Ci*(=XmQ~j~-|49- z$J1USUZ*XEERT(6JiNTOuuFi&J6i4EJgxFLHHDo;9=8Ks*w1~zrfBKt^glh`Ki)5Y z?x%Rz7VI$jH&qNfpARRYl3SyKs~^E8WUjPOqgj4cdmePYfQTcuhUnd}>f7R%zIb@m z+t+tTuXy$d;q*Ios4Ol%-Mjp<%HFWFv07PBz_8}Q&(GgJFrcs+<9k5|tq%`Jr&{v@ z(Jqn+P1d(Rg>Mg~@@<^-1XpM~|0DWzI6pt189nLt$mj)0(((4^6cn88__RHe+Mdd5 zne|V9!|xD;pO0$cWXB`e@pJfguu}s&pjcpGVM&xu|7$s{Uqmo8($o7_qss=rxVW-& z4Aw?<$JPsnfPmoX69fX0h?3h(m-K5N+dRE#ki0*rk?6cW8|Fl9#ASY7f^*Zx}ZFqPlm^PeDGI>sYp_i;s)@eY)BIcyG-|`YP*J zX+=ffp&PILl91cc(){sxLnb3gQ??aNeI4R-bckRrB%#JFk5`KtrPELS?kk>*EJ@)> ztU3rM(>g{P`uf8l$*Y;07eIf$Wl0tKY})zOqu=bJ@85LkXOYZ@4Wf=$IabhjUW=a^ zOa#(z4{F8`u4ZlOU{P^!rVEZ3KVd{K)MKOP8{Cq|W>nGJ68}Th!i3yhTBtyq;c>_6 z`1mVxbB4)6wZf*R)PsWq|8o$x_N}LKP_rnx?x1J*2)^KDPze(glO><)<;;qjPb^SB z=sgu-M6l=iHnO)-KSgM))lJBvL% zJvV`;39gql$YBu?`%Yf{$H!k0Q5&I8_wQTW*e@?H;qPasr;){u{_PNulaH*lc|FF& zP>9Nb|6Z+m{>sQ8|M%}-SXkKZ*=>D33D|K;P*l6FgEWf|rUg1XP>!MmSJr0q9n1&g z8DK||hL#qgKy#2TMhvg&M~CFj(dg}04*XaCs*30zzJa6U@c{BMtaxRexqbr4mbwzL zcHS;COHz1X!ln*B&l9oOZ0*ahCtp8XTiaA&=a&{Wsi;)mv5AQzteRM(fy2rMI8Bhm;7 z5yu85MVr4>rKH&(0s%pABE-tdy7pOBRrM9mYcn%CP+kn21{vV;^Yh`JM8-X|y#(j|_PltsGK?wj?B(v)~ zf&@Cb&v;z(<7@L*m5@S=K3!V(gi^8W;+mm)@A!Wc`n%tVi0j4!OG0{Q431nn{^Ie zEmjtmyUVPF3YENxlM&uAByT^XFMAAN<3I`5=!jX?|M2LYsmcfidGyX_q(CV}^Zon5 znlXvRy{7te1LskG4>8K8i$Y1)h5kb~oS_anspofck+55}1K`5@t9iiZ^Cvd47^@hGXM7GM?AV?uu$^jP&$DCfy<2c5_ve?IE}4JNQ&oV=;aY zX1?d?t3Tedc!I3*3RD(cQLYv7Cp7IvEodV>n8*5q8dGwr_$E`d-y!(K4CV>YgdrPnGZy0RXPduq_RG z-vQkO8PyWx?IloE#LfojKp9U5A0kh?6r81X*fCd=eB{&l;5rT0t_4=;4FL0w@GX}! z`poR?5RgO}jl55hL7|4g&IEY9QDJ)rXZsDU`>Ky%#{+~DBq_0zPDDgJxRPlbiH8%J zr(@_-%qsNhdd^P3_cX%jIXU^#Cv7_iaggC#!OcFbJxZ*+Qyz|E#MAM_lPtD?wkf9{8i*cD&@S$2kjtB|~ z;rX<{7lK1|w0ay&WM~Yq+{1Y`bgTXTNTxtD?)&!v@L30@inUPxv7-Y#9DnTc^x_2o z$f#|g>ccYc$Hn?jkz|5Lc1F?EXkEhcW$@s~pfPIf3`2|K9pJ2N%Ho|NFD?`v;EfoUgmJoO*~^-fIR) zXqHYhB@Na1kia?|t~FUWp|A{9Mv!m#1O-7~f_o>Aw-M zYG)h{!=4Pn2nU}|QZfEZE4xwqgPl<>crR)+#8>oR(R{(ZKivaF&*68|O(o=gQ{|^` zG@R3Dz%gZW>Hi`7e_kmA(ul7>`luhkHVW}ue&isjCa6g$+S#$`l_zWD$yM7-vp{Xn z&(1(&0}e_G08P1*dmaF0!h3*xF*r0NT{?|NK+yZaeVM>&_Os#|3Y56d{9bJ@IFbg*1)_kmp+pna6qZIHm|U|GuR`Un!Q#IcSl zc>_N^JzeNC8sJ!8+bEtmH9z)WXt^jU!)HsmrG)1A-E2f=U#|sXa9ODy%Rhp*KVMvZ zO5U$%!ScdF6jKb;5g=-Poy($~AQ z+M(@Iy8_@hIFRd2vOKp*>g|_@dWnp@^=8@7ES2085m&d~I-XWBY0}9u!V0vwDU!NS z0f^x6h=^1XSDVhOVy!}_-SHg%PXL{ruX1v77B)71Z*tzb@_4|dle;-a1?`?dIx{CH zl|L&{P>q>`1_ehuTpf|HY7 z?J2#z`b(4*-uC$NtfbZdrj-@3%$?p4YiUUAb0@4ShG*&;73}}K=IqoaCu!F@O~~1aGYtYh9EJPq``Z*>%&LL z%fgSZIo43K;w7Ek^PiqA{1l7U=0i}ob+2|ZVrIQgLU?XH!^6)X$;@n`toV#!VWCA5 z9a)Old&h{6HiMw!cGSTGAb$l#MU$x_jn=avR!|fcv-cJ=K@WaDnf;U)7KTR1VW1!* zgGeT5zjf4dEFq)Afo2)q4OveR?}f8UMAus~lvsM#^IC=$-pZ-D$?hXxGp`VfFG+Ens_3a zM{FN*97TG@)OSl?k9l{0-S`qBmzpZbhnGFp|I_T9og@uoK)yU_svtdHgw$xf2Dj|@ zu~k2v&^Q0yUyKNP_&82~*EJ3B%3AsK*^8;9T1(xm@W;>85;@Dxa}7cYotTKth11VH zVa28NOqMzpVEO z-K(?PT&&_5`;0xjjJ(p3=;&S4|8aX=a2_VzpS@pshkdO|n5j2^t&TOJ1@`ME?d>^id>4DvwtDuk4rnZ>c2f4Z=2rhDIY z?XxmE=WdKIY#1O|>|!lPOuUr({iB=?kaHh~MzLJkL~2Z=|41>%w5$&)fy0}0dW}>C?J{m|5_)|&F z{V>tfBTmqg7B-w1Xx|V)FFEw~$q%TEdHdXA%JH&MsDg}2UV8Ud(1!zU2mL=9H3Ow^ zv0J_c@|QDjv%HYa+itw5(a8nVh=OfX!IKXBlUFex3`#?B?`STrhSj?ri`4JoA%t0m zbl1?VG`tWwevbr&H^H)c`QK_4@aslZv0uzOSLJ67$uW*qO7@-a$8huWCz8FS_vYMZ zMej0(H5q7K)*e325|`M5C{gj4>BTyg8q5R+Vk03C4}!%ro4GU{mGb4mR+_j62QQiw z%otjF1>OOj6?ebehv%S1pd}>JXta4%BL21+=K={xaWH2~TcEn5C>noy)J{yVw=eIV ztiJ0KH(hXPe{WVw?-la8-E*iGD9U$(pu_(6(*RDcPfvsSizGUOBA%9JSJkelC0a-O zEfR?UenNswHSwRQFJDo^_aBfmE%QUOlL#HaC$tHQn?j?zbR)Wt*q<|ctM<7(5LH5= z)6D3j^W~gS^5`3y2QiLnIyB3G|4_}Hb$1*(y3Ik+3%qX8k7s?lmmlYp%R~+S6tk3D zfZ)wer172~uxe$Hh)(2>CHQ0^t%>$>c^(7FM}q3ww+e@<+}!BTR}mkJwlt7oBh@h1 zjTOaP&TNZoT0C5}C>^}r13-RT5@Cn~Ki=iv*-mVx&QSReM(q}MR3l)@b*E{>i~{>_aWD|cKF#SZquQg&5eryM==_l-Y`cbl;*E1(Or zYGq^}v70!UEL$h}kg(Yl1jJQqhxF?TX|D`i;qxa7)}E-SGOTXDjVCqP+F&E&<>>;+DzD&C>;*Ae}?bf**aVzOKBt)1zhLm=lB)i)WE`BHFzp7mj@|k+Q3Oy8<OQaj{UuI})}Tt3 zwQ=&q#}?VWgkKy->;w+reVnr{4(tgmuep3-SK`PLAU%f zwzAUO?-dR{+QzTA2{;A3B_ZaVNhU3ogajP-!91@vjmd*8T~9htikV9to_TO|$eo?6fM_-A%6K<5897$DMiI^(5IH;_WvkAY$}O^ zRSQ1S$7>KTlrgAz6U0>?o^v2gtEft>azg#~bZ>+wEsmVRxrG$EUGZVt&0XLctwjk- z5(cJdn|Lx-j*UXv6Fn1Wa^bdzU`y3k#=B;Plf+ujp4aenHCb!Y(wVX&W_{Pt-dQVf zfY7Hf7YFKt#SbE>8yWk>EzFR(j9hoXT9Q{XIGBPuJm*ptj$2K*A%hu2mPx*^?xzvo zS*C?=lNcy1%r%9FmoI$Wjv6pd0n*NYsCLyfPEvWHzTBuI3(%uAPLMZ89Z=t^!^Qp- zBi}(l4?Jphf^FIX4L#z5JpOFCem@vkz&LtI=8N?%1Mtu4rDLPajO$C<6XRXS5_1uXg&PwEbSSm;E5obX8)r9RT-J}1 zZEu2mwi3tfjm$vqv$10X*v7Fnw|I7kXKyMpyoQJ6&zqXb(bMpk0RL#JFDskpC0x6` zI9-XRr5zRFpdjf5bro?&@2DN;dSc^h$lU15`;BdbkAI6(vk3nL^*p~KoUU&9k=#cp zm>&HO)CvNdf}qh{x`kZEg_3@Y8I2uh4NG_AhcfzSk$UfJjhSLdLrCg^NPEL_9G`IE z*HX96zn0#PWb1s2^>fDZUwu4s7kj$dq-SKr2doopoyHyk$*~Q{gsIutbHEY7J;%e7 z*3!bqAY?N>+Zwc6td9aP$M-BD+i~`T`{}>Z$~&VDFdxay&DCwNr;v}Kge=%rngf`& z_}bt8jKxC!+PD4kd##wW7xc+D@d4If^n5OoZiOKHOw`$?Su_`(+-^AEV2rIaU!aeYV$~N2Th!6W2XqjYON?JmLnGSD@oO52H1#FLz^)L zZNAn2`&PdjX0Nh)db<_P4v>at(qYH2Xf$y>a?mHbkex4&0>09-UKj4skRs;1<~tsHgQDjd*0C|ByI?xfC@XMHU$&piQwMj zCVah+VxZRiA88%SU)n7V?x;7vgYsAEUTZPYbC8mLQ!F%{tS<323e_&B=N(eENF+(= zS2BEuFKiw~&hD@kfoNVP@%GQOnc3}OZz|Gtby4lu&L#*e_*hC4`nwnAMtIU#`SNMH zK1BzK<_>?5S%L$~tT5hB5VlHCy^B%}-#alj!k~$jgc|`ZXR%%O z&xr7FQ_u+(`b~5p|K7hmJsFZ|oolvWr|IeJG7&f{O@H6ik=W2c_}qTVY3w1=Hyg%$ zcZF=if%A4J@7~vgikfU$JQ^C`7TXS&_#p;eRT;atNUM5VU6}HC@3jhux>_`RYuuNh z6S%puVgOx>r=>nTs~geh?jVn&)a+=D#TLj5PKS|A-Picwd{1d5`hc}C;1NU5)cdx$ zZ}wroX#G~2MlmS87JNlUCN)fp8ax?SHO{Dl^DWXM#^7C)4<9T4sLD9UUg28B(9k@2 z1&~M2I5l23CVdbJ@{-^ctNG) zN>xAm{Z*7wAN8_#To?VlPC(B7#BUHEa^>M_*U4)xI3pdGTzSb1d8VLX_B6<|7TdX; zo%M;WtiA{R%*M^&#YbtcqF@~d_tWbc-ww0QKrgoYTH?Gt*cVYv(^h66Tv6srFT9B;Xq1W0JJiIG-RjQf$ z&b_fxvsNPcSP9QbeTEIy!gZ9xCOuPV$q+iQIn(;*w@IU-5`gv!34{?+Q5vPvmD;%) ztm<#@ZaVi)|4y#rkE-JEkG2iV>98_fklvE#ZIod~wR6>&cT@r%>ZRgef0f>>Qo!9) zsu{P{(8z?GfGqcSYHACI8nnD&(mB+0dC)xW0JvD4`5qj@C25UviUMg&GeKvI%(u_1&Q(-(vVdn%E}mvLb9kgU*(E-XMY7SDeYLhh7QY=f51lB*9+{f#}#WC zmU%6ML4d{nfxJ9ZlLj|m126yGU_-*u{?yrSmTI|ddE%E=x0L?S;iI#LWqkOx>j*Ts zVE80JNdj`@_j-5eGc2rL)9RBzst12mN)La1`=(&fwQFf;{5QK)5nSHNej*5Z(seG1 zY*}4-T{9^YD>t}-J2A)hVb(4q_C>%l#6-=6;`+fIM>{Yib#J{*LdVToJU!+e4NZ*8 z*QIDX*|Itx#!A%a%0NV_fErx9pVE$a2T-_;m#@z3c5{s!gB1Jg@Hcd;OT$1nO4W`i zuBCtn65U@qm4lH=lm2g{Z}us~8jgrduTpp%tmt|Fc99UWHsmep=ngY_ZJh~dX?@|i z=MkX!uB<-`|GT!9D}xfp3;ix@_b(Y~Qb2IG9ewEVJEU#wZ)?Md=7CNX6-)$pG*W5s zRGw4CNpn+g>^@v@+goE{?;mia=`HaIi14y zxp~H4y-@omP{t?plSp0sPeMWLl$}TdY9f?u*uuJksamz~;}?)R%o40~D1GJBN!e zxkcJ{G%5r*ed#LMm7}=sYJ3O5=b5p$c#q^w)t4dpeHp}<#FNUhDFjgrlH(q@f?`KIHc)Sw=d&Dg)97!|r z(r_^`baIp7FB?(%k*arCP8&nU7^*E4^ETah`89k zzn^&~i$?Dovh$NLB^2uAT-YJ2_;a*pX(Y_B;o{80$Gf%g`@=sAwlDn0tHP;MVOh3I zNrFP(?^5a-#Uv^yh(ZAb8_9?CeLFqWvN|HXxpJsFwHDr7O@ng{UbB64j2Z~YCozr= zDPu5>IzBV7k4ceXz}nIg)KZ`H9wKyl)R<0Viq~OC;h89Uff*rC!`ngVU)ta2mVRqH zQ`%%A?d^5E$qo$|^P6m!84>z^@1>9xJiEVH;^@pTI0A;dmjcnMi zL1UK^)Xd!?;C$8(C zg}tvQYd6p)GOK!7QFEay#}DAFNg`n+Wv9 zd1B&t=lQlDs=Utd?`)bEAx4OQPzD}Jhj65C;fn@BzE_VMV382XJmjnHXfhLE#?*0% z%>bcAUT#h>=*zcs__YjduNkQ_qSf<~VVTfqd89!&=`COVO<>2xz|nAfQ4(HCbeIj! z(^-4)yN-lo{f(RoxbXUJzvNd-vM;oJ`xy2nZw59YveSFhucEMKoc9KH?F*?H6gM_Z z1fE*T{fFQ)I%usrI!s=&DA7>&k5a3Az zHTF@@9}pIe-XAf4qws@jXaB_-gJ0zXDwdn2*ZK~3`D8D*wm9=T#m~?Bq-z5^>a{Yy z89YQU-i*ID88GMC*7ocf+xgm6UIp>gg%Zs@3N$u5U@+lY2qcSI7F4+? zvw{B$0R8&E`{@WN5!xr3aL;1~pWstZMbB6MKqB-g5{2 zM37**!Cq-0fV2oYrCRdKBnB(AKSd=1GT<}h`JBCOJS(0Vy4JMhHq0-;%$IxiJ+>pL#Y?F{!`rx8nAw}!~2=eDa&MP&x&K@?d z*!Gn;rG}#gba~JAUVq-~;X;hUc2A*`{t^|>kY{$YdLn+>7vIzBfcoXhL3|K z4XB8OZE0JM!Wb?#3yM;jM}m%9N++H)^vKfjh}nYk#yywnKIBfbGFrhIY?`h3(UqZ| zeu>w@$Vr+~-bG(;)SGG(x*<6~np5%LfuIu9vONCa852#fXsVEys+|5TW-PQMf}S9@ zCF`c9^n;scVr2nkByMcGdR8_jdZ3Ap)Zw$+NB%_VmD!?jcOFg?(ztwQ=_FZCbrh9_ z6^1osWptAvW*c0$j}xWu#c0EE+z7FBEgTyaht2bHTgoGdY^Hv>*s&cSGv#~w7apjH z5a>ik?^U~u87I(xQwn)~I#wBTKEHwoC_j&xir2(K|Fd8->wi&vZ-%rfp=W6Jl`%KZ z5oe=gM9oi#@bXOnTTnqvF${Y278NV5{V6sQf+*DjV>KyuNgp%$SK<Ke<%Fo@31Sj8i(5_ z75|BbfxK)H3?VX&?K0E16N`~WkKyYDR9v}R;&xc~>YmM%@b47x&O_v`m~U+H$?S|( zEo8HeW|NEq(^&g^GMp~BM~War+|`I8cf^2sJiKYFA$_QO&!zl?Xs+YSjy=1k>W*O< z0wcrsrF?{Mr(;hEeo^R=q2JYIy? zA1^ORcE`Q*N0Q-8DQs$?RXm$Ixml$4#4d7C7$u-jDWfkvbM8uWQYf1rncEN~)@+ZT zYo^d84`yoR@C^5T%hzqn_Sk*|df~o|-01bafB;o zuRx^;=}$||AfGuz8`-@vrX3N{K4RZXtRpd>sIiiLk$u3t4dy68#8Ye?Y!QA9(N9 z*E130D_Ni3W+Y+BvoMwK`(~P`y+!{vEGO6Cr*`cJw<WpS3>DVJdy=zMH z8N(E?N;D9DN$5<4ScR4lU0`PF;b*DQAwTq&Hp(EweBagLKJ|yX0(iJtH_CY9p@yp@ zcik4->}Zc`Zmb%}gn0h=(l^8sHVd--HLP1*^IiOP-Ho?X+yWpK`WQnlbYq2RraB`p z9J{^0F|m@m#Mn*aAHp<9({UtAU{sP zBE0oE1h@0)*X*k!6k)AK6{|D@o|mqax~830h~}$L_Sd)GA5#RXPOZ$dZD-gAe$~1A zF|A-!vc=Y9(A7|zaX$`8SIrj}A2&y)HvJk3Uct zo$YgZgYG!-s{-Vx;{IdBh{f)fMfAJ3#`>k&U|2JE6_n!3RO){6^ha9Hz{mDfkmb)% zS>%Z?gCJJ@Xn#rL)9R|pIMe)j=fiokP8Aa(ogD0lMWEZJ!Nye}vgW;8(dG9;&7E|g zgK=UNX|vHjk)1lPxVRV>Sp!i(ElUL{{;;4t>%1pzm7`4fM7N6c0xwojD-eRDf8di^U1u4m@*tY6aNU~hDa{DiWG6T6f% z-}hXIM7KB+#wSI}Vq7`5jM$d17e9|rif*vmjL3%94{af9V^)E+5%)w7U&Yb{w|K%x zVs>^(6S0D21t{$O+AArx-iip{{Lw?O#tNqv!sf@+Gh){*=)sxqw?IsmAF|$ z{8dvkv407ZzJU2M-;c@z7|U2?BGb7Kllj6VJJ8LC2k)cSb5$UG37xRo0#e5HIC)B` z0ujy*_5jBfrjojvTU`QxoPVt=1WPIj(kpaF)^g!Vw;ZRIzZ?F*F4z11{_R6OU9j{K zx+(8I;BVNdsYwYKud!AZ7KYuFy}3Y7@{L0BdmH84y%Ey_v!rS&Yvmys+P2j|vos|$ z>jDac7o=>xn-zlFwOjpMoOG)E86vMpOt;k`VgV_tN~F4ed}a$pS)QG~YiS#!?j=%m}~^rb*7 z;)x8^uwVh9CTD<&j`SVE_|Py48w!6!i2Uh#MHX*h5eMZVv9p*Vlfdo2frES#)E~H#0vW1K_WYf`{)r_u=qojMiDcDn^%~jb~fTnjiK9u zcBE*1vW?-bdl8}#voKPo-dE5T+yCVeSt0fKlbh+(VdQoRGDMeXsWYKr~{ z!C@?h(vA;%WkC&AiaheOkbefZC{8DqWHf5>sIICC+ zLaz3ukH^x<1dpdrZhovhlPe-|z5*VKz6gr`msO+v^Fed>G?p#v^Kd)Isjl_0t#nQH zhBY!bf{zBu24TVTB)DY~Q?6siit&Z5i}9f-ZxUaR5dbLVs52||L$1Jh;)Dqg^`g(XuaARxXE5bSasOgzWjjpH2d3N$3kzC?lL5#W>MTis zb}pZE1~S|w&z;Pk{{Fmao9cNxHr*=!C^EsjYry&Aqubf`%v?QDsw0-IsAJWWKlKPt=gZHWhREV#_4Su|gsb~;+ZvxE3Mxlh9>os8V>~Sc zk=7Xq(nL>%T@}kH#uHOejfCm4!U!>n8pUPys!f8T!NaD5;a3`aThTQ5e(0$YkY+E# z6ayK@eMyM*?gGL?x2HYh3;WPd&}0l19rB#goOXqpXxqO2YAe}9KO6mm*hZI+wGZM~ zx5kfjj%$dw$jr_ypN!nK72;bZ#yHQ^7J&oW$yrsHoDH^JK znGr-C2x-V@L}k*MM|peI{>}bMW;V^s3#w4*6+P%5-jl3aru}b%)}d|3*DCswpTafd5Uk=4YU{;2M=D zPw5#X`E(i+c%k}-0($KS4W(DKTW;nzek0Dx8bS5AE8iv(qFLNyVS8+6%txwG{1$%k zZUcyunA3>RGW?gpn9CK!f$_UxJRcdp;iJ8(obfmHzb zDt3)FQxg+=4(4m_UB#uZmnb<=mHy3p=7xX?e?Kef{5y3eMO$XP1l8V)DK1UANO21h ziv{J8p)jGgu4aD5tu?04aw+>8ssa++Na^qUhkO|LM8&^f+Q_+-y`KFGr~mZq%EnXN zpes?e|K!g5!7qu7`IPTeefJ~YG$MKH8$2Y&frf1srX>{f`T7@y}=G z-(MnSZm{{)D#VLv+C=*2la&8nGbs{_oO&ze0nsLWYaeX3HWi%9JmNpFZcK)aBRlMn!F&+gIhR*4|l>iARo$n zDM!T8kn1ENnJhexm1lqYuI_CRg9@Z{LzXfTf4F3O^U4o?HNJ`MfsqmNt9m#pa<8?Xsy6SP)33+Qs69lbVMI4*6rAQC;d1#%Q6si;hGWY?`k!SQ6fVjWfz zN;9xK$a(emM#Aw(-MQ?_YB*%ye|*{RFdkbxdyHRpqFU*(jujZordXgzP#vA#+(6Tf zpVNicH-b}(5c~C!Yz1PwY89)LW~IJ%;&}rt5%@K&(bq;}HlYxB(I3!9-O+HPc$Vk@ zF)12}8?H}0h;v|J5BfRu+t?9rD&^H<;n|ecl!9k?W3>V0ZRtR=Ja$d;0RPRGstLm` zC~1u5mOcF&0@*U2FdldOdp#D#StQ;!WU57HfvEd^hp)JzqGF-<=+SZud{}sVq4-O+tPvR;aam7K zVO(4%mV01v2%fjI0OHR;x5J%g=W31{0G&pF8eu=Xx$Wt09|#pZu28X&LR`l82O-#fr!qPR?{II2HyaeyALtZ-iqea(#aV z2`bHUpg3EYWewC6Iw&zosfoW%i~cqHesFS~H|$;J_JD=j3l`x443%I$oGF4@RUb-t z9sER!SO@gFr4%7H8Ej)!yO0NVrff6n{;xJ~k{NK;WQBp)8B0Wqy)3!76V>1-Bo56@nirFz@m zOVq{DH?e2^VX4IU)UsE0R%GIySHu!U{?S$+Q97#nvi*I9brJs{UDM7S-+tG+0BqoX z{#dZoantoUB9@(*0>AdleAolv(i>m_k9?SuG zzCF4LbFadzUNBAU13dLBD=Q|Ls|xlFiw2N7wgE(fiCy+5U7N%V{k+NvQ&I?8BEBb+ z_BHk#Uk6xakI5Up<6S&25!N*rTger{elfjn#qN;vR^g*;8ZoY|wc5+wueo)L{Xop} z^^oPH*XPVCS_DmQnc7cRhawn%btuowHCVlwiidD0&$Cc7laa`*Z&oC8!ByZuA4?ui zK|K{s+a@)?7PkP?G%7Eau0k(4xoj(LoOy)%Ld=Yt`o)_jF%`#Lv48K4rYJG%ry5dJ z;}Xx%v>kc2>Z0A|<+6TN)eY~gC-iOF{ThZpwo)P1Q&h}piNjOlRgn;sH>e~3JpHTB zZ~(*gUQtIs)gcUskZ9!~!eVCye+M&l*cj_XokbVqpQV>>{o=hMz1?F@Hwz?|U|FCD%Y$I$%efH0 zyZ*9ut>q>Cl-Fg*Ua1sCi5SA0$j6ZJ*OLUU9vJ~RY|-bQ{+FXFcfv}y?F&E5;|g3Y zzy(kZPBl!91Z{s)5D&a7iK54?34;lY_%B}c0J|fex}f6^#rUcH;<*|IVBJB+AUpwz z^wXN`$FfP0&V>cNGHq585)zny7Yt8(p&9*~CSzIR4_l0qBvt#KK%)N*xX#`>ZNu8J zZ;V-Mzfq}Vix0l&eF6#RLvo2VFf0J+^qvl(BhbOPhX(wTpz==8QUr5dBCIH}N_~3Q z-n}cQ#@eqRZl}RS)ZD>@qF?kvhkx%aEJqNS@45b!`>xU5nj>JB44*~GCW_>>5_eoU zl3e)kD_OdiM(8d{Y`Wo`U-+h&J*bEI?84f;H_At1?jrKRyiDh^c<&ZC9i}a zKUxY5pWI)(ipN*IpmB1{$FXjsqD760pCUDw8ET-cRHH);AT`@rt2(UKq~k>0wdHom zR#Sax!xq}dGZJMkM%>P6g1q3Omtrwq4)> zxc2TeRF!Q`xyJ2bjE4B8|& zp$UpP>rOIwV87=!%Qm9=x)0p6Pd?7M0!d`7*^Bpg>zoXbxvhM-WWdg zmub|4am&hWJHi&(5yl!|N~~uTHTB`du_8YIig_tPKGa9TlifnecAl$J|0!#BYv__} z8QYV7LIZ;_Wm>BUK^_B(<_AV{Ad^b$!{gBn^v@xZdmVXDX1Fvn>en~rf7q zt8%%8eq6kJWAX}At{+^Dz;8L<L6rjLEEv@W`+EX#o_yoRTqiIa1o#sIwR-Hp7u0&Q5%KgfzI`sqsJo+G0%*%k zfq#M|?xi2KuHkCeqW)RaM~^AbRG8w&5u_jX{?eNx4}KtL1^$71$$0)Z$TGRgAP3?7 z?cX9wf8F1j6Bk5+YMF|BzY-cy?muEd zE-3?4L@;{+phurRnaE)QLx3VW)|uZ8D?QBn05o=4drHSC@gky&PNnZ%eUo~tq$MAy1(XfSZ?H{V3{KYSqMbz7i`UN-USAM<%2qORppqM56nH`U zMKJO?gTj=XYGkLFgw7ZquH|k6S$Yq8?6Ra`c1ms^?XS|B!SdnW&2zXPiHRdz1y!;N9K-1(}dFX z5xb;?sqL7K7Hez4kxil*JR5kYt_!W4-3)2=7PkI>_`0g7th#9X(MWfIEcbAlOmvnd6-QR!5eZ3Dp=#axcXV+SD%{6D?0VIwx4z8zBj8Ds{ zF69ghhBjC4Xj`pZ)p8zJ)4AhpruHL&yi)$V=R2DL>oOikLr;!6hRce`N(N!d`oq!y zV|gp1SrRJ#J>!n|>}$18~*iD$lbyyjfB#(#ao*RWeyMi!~aPfj7=Q-J1H&DsV^nZ0CsS&vOPxe+|vTo`h%1 z8M3}lG@1Jp;Q)-ZB)_azySY43y*OHKQBAkpZ^0xVPV-nn%Oy2xL*0c-?zq~7>dKk^ z=dvY?+bEPeGQDgb=YAy&4797eM2BYf-;u*pA2fa@2_X5$(3ZbNlM=UneEdi0W$9)8 zQ}!U`!MpS0?Q;%0AkeQ`faawYyQN1okpIf?U$2og5qF(T@4Y34~o48ce&@kU!l;Uvk z>l=>dgkSA&S+$TSVU4n}gjS`eiepr_Fumha_xuMf)4*AW!(8DHOS27XQpM|K{H$!Z zXfNuiy=lxAzN(gG?(cjaR-Ps->)UiOp3?EK?lqN*Jn}4R&=j=wh%g<)XqaAsINS<0 zuf5vJ-CLS$AR!{*kNZ{0g>-PkQ0%G}tDia?o%9k0;UcsksG&2llP(1Q)gOwyuR*vQ z(W@2Cyb{D&!VZ%I*+FGy9y-^~A8tqR639vZZ0xGPFA!AOb?gtwTo}8Pl#t!0B+$3M z_E?C@wM>Q8*cY|QnEYfk?zg!@scRcX$2q&m|Jvq98}rDp*e&2Sfc8|e^iq*m<$c6B zpRSO2+jJ8LF!SlphLXsZmo(bH6`3ihamP{^e^mLNf_-=O)0-eFoaWE?{cl0I!rHk3 z$)+$+!+midw)fD%+^^ld8%@tiBOgr6{kRv018Org(_$gR&Rb2{-rjX&55Kb7d9sen zH7z!o)=%WX#bq!-@gRYA$a4edUS&Y>DEnrXJw40NR#PQN^#xb(>8IrcHNK+y^ph`G{zQn%eSwsVv(-b}2&)R1=l^p0weo zldHtRWQim51qT5IF9udRX5$`3VwFeQ_n?i9sla9OcZ;>aROFRhAeKI|YF0iwhb0Zd zCBnym~fjZ>;Q`7?YZNa1` zvUHr?y^T>FlhTO$1zHT7>so&By{GB_F3d$q1?|U*pFCeH zGx6YWtn_(|63wO+>J)Dr{yJQ;ulYA$nF(Ow9D==^C!2bnEZfBxJz?AF1|51THQ=k zi$vomO&zb_S-M63OIIq9WF1b2dI`)^1D;*C z8^VZS=)(HbP`CO|FmK#-?y6!K5X)URXU+!FaBP!O+_%bPd0(5L+`Re9w0c}u<{J_! zOIrWXVCPWZ{BRvPASbogdUD?J&l50m*sZDtVHzF=`n6C&LYf#y*7=taHS@!;{|s7* ztz(Spbo)~l|1@Qxk(=mi^vEmUW?~+X95#BbmHqM845(Zd#Mq|PTzjv=uUs}R+b6O& zdd`$zZtkuGn3UTb9{u&HcuLBT=?iP66({WE-km{{irP&{B5QqpM-bW<0E+o#HNO96rDm9EnFt)C0Wh)-8T*;!GwkM|Zq5BFxxgdk_XAUdz zk82FaU*)DXeX|<15hQ&BF3R)jZ#3=e_pll+8{Ra+%?Kt<(u3VVOu!#LhMirBFvo5o zm-vQ$h=j{hS>@xqO-*jD_40issfx!Zk4GJT$GmS$MjWubJL29xPkVdj*YXMo7zu;` z*iUq~iYlihvDw zyN%C>$_9KVD2Ayw-;wf#``s6ACIsrmUPQm&)b;r$D5U3G&>~`!+@I;lM<$PzjM}yZ z)@)(5W|q3;F9NRNwq%)16W7H97_Vch8HhZ(0$op1=h%Fz zaTLnK7Y2ckzN3C;(8d7Zo3MO@rUiwnCgP^z%i;xAJ13X=l}3Fgre7pn@zHB9l~W2$ zR)ZLYC)@ura)By~wogU4Rqyqpm=f>XuRzeCVCu{;5lFJ_TyFP==Kf_+$k)55HqDQ= zi~6H&3mDMKmyR2@AX7VD=J<9g$?R@DWenZ@OQ)8t0tWJcU>~loXkC#;RJ=@?Vxfl8 z8BXG-#EA4Y$$zZ&3=v6kkYs?#E~jxoTHO>CfXV}`rPm2|FL(-waVh2UhJ$r-jr7Ej zzZoOOp}feY9WcblLHQCaLtTUDbM_eUphSrmfq!xsd-m8(d=_}lC2Ag$DLbp=mN=fL zQZ4h^qQe5t6D4TAy*bz;M|{q)$ZJ~PgjY?^u5Mp2qEp`?v zHP~SNC(-pSw%Z5S{uGdh``uZx}?6+IQXR4L*cmZsLZ6c6UXmdG@Yyxs!=FWJf5Zg zd5n?!bG*)^47bjg2lebpqbV(EROy!^w1IyD==1y)y9z^o$jZnRl$O!~8K9sJ`y;;$ z6kmh#1fak%X~}(hdMXtYytHdPy}r*_Y`0df8L_(O;Pd=t})mRsDxc!|=Hv25F=5!WUeY1-6bV3kRLs=gMkU=72tbRy3dAk@cD%bXCUU z(a+EU);nM`d{CJsKH}#{TyDVrEfO6@6xC4UG&a|Pm4x!1AV_BvQ}gl1;im;+a^WQD zu~>!2d0)%Z>J$9|H?k6bM#DhXxJ}icTr9TJ?P>k{@v>j46`~rOS(k@>6W(I9h$@?6 zgDuM{-#Yp1HAL`n{re=#$m}sFXGtp9U@XYisV=B2?9XuXl0I}88Na7iC_kTM+hfSh z5ieEB)&R-AT0wlNp@6MwL1ok7#>_U7Uf731>bVp-4K0F~U6MFOm^~#N_ma%=B)I%j z4Rt9%CQNx&sh_Z~_GISLFpCo}V>;nxpAREg;KO2ve)cg*#d<&@EFw7Y3aoiZAwVh2 z{8lFTNr@5fX%*AR&iM7GOGliZp;(-Eo_=yrwwn{^*8Q_j4sCPq(w87(vdYMtlK{O! zpbpxEY6-(f6(@;|-mP_c=pwsv{Pt25Rg`CqRrgKJI*DRHb3dSX_@@16RO;*-}| z+^L371pQBHt?B%JCqW|8FauoFwlq>WeB6BC?1>B(*O;}SwYUh>DEwr0AU9rOQNpIB z7@z&UX=Zs?;*`+gIp_YxRA|~6QA?H*1ttwK>CPpnVIj2N%--~M`g90h!HLw-)SwVuppVs)I1k|$b2!I zr~J9GwR{pD-i7%~k>W%HMR_Ply1=p?C>`xNs*Tl;l?Nd|CHdo5UMI4FpC56CUOWYp zMyLcS+gMXFsalRPFG!BQK|v?UMa=J$&TWY~+j5jimSM7G&I16Ar6jjTX*`IVGVlJj zmp5MZ5tQaGT#s*9n)q${Ua1`z+w~ZLos^p=LGf#mc>_EPR1Ce)Caq2 z8(QvF*KwYx(RIo%E?!GuqtOK2E$hqha&y4ClX%_}2KTLZZ1TS?xqz2_t!+ph2es?E{0FVLrZh5Ho)`g-F8GYQSYKO7FHV;(y z-WUELBKc${*Nk6GZGU=M;LZY0*->9?ORtC&A4_t73$k*;v}A}npQFRpP|woQ9@iX| zC9R5V(Bjq~Wi~$>iya?ryi#df%9*wK1UsFPd%ojXYiTple}NM|k}X?TjdL1}5kmN0 zfX7k5<9OWd1@~bKQOv=V!;aE3xel{UJ}m#sfO0G`KF6Qu2k7w^HHrwJJrL}Z74nHy z70-#h28tT9Rm1z|D)Va0NI@_U)N Uq;8C4v!r87K3pou6~IQ}kdR;y9YD%GG zMU07)X8*zw`Xb{+*Wl7XRxYrdwmPoVj>uy)rDNgBo$koIP*j6Mjwj#DmxgDB0wUke z%eBdxN#)Igta$_Z_?GW7l63J`GDQdKlhu=dSFPLE&y_3^>fGqm2xWeA|H6|+DV$aV z(K5JOBIBEGrZOE-4sl|${;?ORKj}n~OENFm{&A|7y7(dnWQ_iz0{T7QC&$NX?Z=cS zp?D~ZN81Y8r2x3rcxXlc!Q zM$RY|nV66S_uVoq;?CX_NOozLq9z=7B#9*%H%JN}u17VD7^P!Gx;(@t;laN> zMRz!Qd9+u%Rq!MdnTC^XXsbxo(%<9ip*_ldcl6K$UtZ}`c?_IHC>i7Yk}H^bB5a;O z`}Z?#aFQYS?&FP-fUXv=zV@pB_vJoGFxUJ4KD8A_JZJ|u87n5nHz%(?-{F=4ysxgb zK%G`$m4K%Ah6X_&By@tmRewE_y!@RtJTwwcbTS{9zZrHvKNzk?7Gu{pE!v4kREvj` z|A%|q)9aP_OQKFHPwSa`#yIu^nIvvRjjgio?N~0p8X23Fyw^>P-uqXL9_OpcAV@xL zycnGAuY6)+iBRd{UEmD~#WZ)jwY^e5BCU9*#Kc5Q%J=i5EayJzwCcRxAH%xmc#vqA zrPz>}()9kojtMZxy*4+rjMs5y)~|yx0Vk5cAJ-H4wYQLP6iWOPV-adg*p9|kn1&~( z09xrM@i2I&K)?H4#1I=Rc!9F92_~0AtIIeNH57aq>2E5T;&g>d%yEo#bl^f+*k(SA z-{{6$OS5>q|4_`@&e)7&zh*{BBgcbKF4UA8UHHx??n zf3TzXK4Sf2xaCr6Qu~c`)%L~kYy2_vn(`}*p1?0bHIv@M!B8V#ZHhT& zw0@Oy@|l_?vg}>?_`PKCKRE|S9|77)nHs&2_qpiE80SC;v}{8lX;EJ54MFc*@9ikA z@mF4kJm1maW%!VYvJchYV`JEL+AyXk^IrFdyxv*FC?cpu^e@Kzx#sLORxpw&^5F{v zNNWTe%>H6CZ$Q7eYfA%440--q~%c4VrmC|xdv1dhFY^6*VXe5$w3HZFlNANutGlEhH_5< z_KmmjvcOrI-+4e09LU5$1%l*D-iph;fyfO%)Rgi0p6{l zJqQ!NC2-2vgFv{}&F)sRRa7_`d`GUcKA-OH5D}s1lY;D{URhSc6cwl^aPFf$jo{ru zwZQFB`j|BnPl)|2eK4^wP&Q(wd0S>H+vc2dCxj0&oa#gi z=zov=O-@!M{Dx|-7_laxuG8ZNW7(Hk>=ZX)uj>=o^$dG2~9d%&bf z4+S7iY!*GXUF7!p;wT8_wz^UiCnj4uuQp)s#3i4VIHOhk*_S3kVFrH)2`KvHqY3{vNQj&<9RbEqHo*! zFP3+Fgp)+yc~9l4w>?8Dw($`s_hG+eY_5Oiiy<8QD`z5*Sek|#gMBV6@I(xzY+2xe z0>s0~q05WKG*wfPmf#GA=TGoehVF#a<%D)O1)iA|wA zHa+rYm#N93*>A%~&wz04&YlK60A?KkDlq%K##7o2jB7N#3%ynOCYYhcn3ytrIA3y3 z81UpOP8Wp!L^cOk)MB?3JO9`9d*225(urTrapLPqygf*VW$ zcnksSXmNhG2HGxc^+}u90ssX+_T!WeTootsNL^f?;Zb3wAdexdPZy($dLV{{`-d;7 z2|44hjm702(&5s~(H9LCh7IlO@RD3!|D`{wG&AlK6EV2|uk@e};&D-Kx|@LfzB@xM zN~fB@tb1fNFY_%2KxjqxIu6%LG^J%gVl>f&>M5=DbZEw z1n6Q2nMhE9J9e%|vd{Uh!i;kZ%h_)|G`tE4;%kp3(nZsrhP9ASW8vy#aXzx{P3qXn zo)VnxoqHaP6>IJ`yxQah$3K7}gokc_gw_elWmi=WKF*|Qz0YmIX_28+y4#fd*t@63 z-}@nQvzPiUIPW6c^7o8XrBKZJh6z;L#MWCBhN}Q&z=8jMZ%Lz5;a3;%EnYs`Ja3)h6}Bt z_oZr8>=xAEvUkeaLS}K&G;v$F9lU6B-pe>i4|;~7VtK=o(LD%en(HTVu^Qv!{xv9( z&g!=&2ZjWS3K$x4CLv_9fW~%Et@3WH3m&~rxbQ>-{1X*5t8H<0Tp-p2+IzXorQlUn zy4(5!=%JwX2kn+1kXqrGw>}JJoZj-+@Q||e8FqY&ID3qnJKP>4*`&pk4y;hS-6{zB zx8&$xZmzmAg3GOf!KkS6soX?%fFMIixht#2h-;QtXmNk)1grJip`-4mK5>UZ$_ z)?S$l3S4XZg?<57&a7qw=9e6!&!4^8i7mb!=xRp8OlnLv{4sz=lOS8-q^f~m2;S|w ziw85#pv(ITs)=#Z^Q7YI=8)%iE8fy2;j0dnok}UNq;G31ytLv1Iw=Zi96X=ZX&_|q z(3{uRyH=C+IR@WU`1<>+Yt0UglSbJ6Gj#ZL%+@=&)u0MAb~ncI81@>cP|Q?`vbh9a zbY`avcZSKWbWb&QUge{Uu`ileZGnUPXV;PlM8v`|#>QPz)wI7e?cp%$UaoS-&~ngu zqJYDK2j9*_c9+1nelN7SepMoHQuL{Fl<6nlGk>#FE~8_CaNOK!)h{CM=*Rf`Im4Q^ ziTnNHT9aw>`<53gm_WN}tO##Io!hBzUx3l-Gj&_hx1_B!+~hYh2%y2RvI7yYw8Ir2 zo~kJY6QDw}jg^fxj|+=KstGUn*xqQgOFko!;0`^!{-`HtpB*6Z47Z82DYu;S>u}++ z1B<)peugOyE1GE~sd)2Ug)?P+Bl5?H^3g$tJ`orrtwg;$iQ>r^>=>B- zn)|H4ENCW$d&$7x;`{MN>VjElA7#3-%~C`}>lQ98xPQIrxmS{Al@_s{>GdY;?}y89R`E>GLEjx5Z7Ei^QyLaWZLadgFvjr7Hq(v!by~s1|b$e~;F(S3nIz^zA*GpRVkJem|AhLc+0I z*rGYHG(;ePwRCUzfT0)hqo#V$zerJ#b@rsdTf|b$NW*sgVwrLUizdNSItc+kbfYHF zMdHjUDP!7^O@BsMFTUwJKs7ACBwegJLwv5hrs1pWOFFvfky2~=po_k`$l ztljTG1SAISeue|Y96A0|yF+WJke)MC2m_Rk9|pf_?YF0AJp4#Ojuy09jarHiah#o* zCe;i~61>@iv7a}dM1P|B^9XQtB|~_bh{fg72o5qDeg?~w7!`!tH9%j{!+^JW`Ofa} ziq1y0<`?y^&v7JpF^73 z#gyZv{$N_^0@_n$Dzr#2&Njovs1>-*3|v$p_)OIF;{>=MQI=;F4?L7w|7>6A2&XXp z^AQ3&jVCcTqWkV>wC)*Z@9gaBE{^N3bZ(9)L7*a?vHL?b`OW@CeqsbR5CR%fUOI}= zO&)wIdh{23MEyaKGHrS&7&hG*Gf4-M`9+Hs-C*iK7S(cEEmFBe;qZ@PdZc!NHn1A0 zmlw-XKz5K%>|u@pSs$Q2u>O3%g8n{cJByTfKuS)rIM6~~@n2dgNWNz}@H1>pXGeck z$$o}ZajpNEIkcP-K@(T5Q8mr-Fsz*72bU-Jhp*%-txGsB&F^cO?N}wt$4$o*5m(U> z?q*v3V9s_@)vXYArrwm&N{2@h$)_+y*4$cwn!{as)#ukBUMlr#E66Bta^2I!g3lCz z(gjj-sz*A$6>W8}JpbNDKjGcHbiZGTjpag|*xLlclh|1FuEyGURrS(w zh&wNgU&-tK+4(vqRUM@z6GN*Q#jG|2WaZ=^f!&KSbWNpv)UQo>OvbmN2daxF4E;-g zeV=DZ8hn?Hc6sj-c)9ImG$>yo1%xPlE(|?R3qp?)RaHNZY}s>Lb@iu~Gbo>-r`4ud zvc8=9R_^Zb9M=5%8Go9vMC7n;a;$0Y_}>XHyVX#4@`lrud5%J%5+|Q0r>shX(HNrZ zt6zBBg%dnLIr%&l8rISplEp2w4U_UCZyM^5WM>A|9^y9CXrU$1_C$f82Hx zQ3RMIE;_@_eOa4R&RxHMGqk5dAaoPEAH?YZi2&f_>DG;E^KUQZUdA%%wqC;vzImc0 z8_sWF4c*E?v-fJrJCpMlF~`QsCrTdO_6#A>v_*o_e~uVon)p<_nMQK&gQF3!^oV*ZxZiz0ff{<8_W7MCUy1&m9cXm|} z?T?A!M~~!@m!$$=akH^)0_fs4IffNYi#fxo@!V&;=QU!VF^cB@lj{vbj+81Uy=wi1CwbqLT z${G9YHT65vN(GypL%M0le#%=sE)w=TFK>N8B3t!AlUy>+lE_tkwZ@+;BTpZ#5_hAo zZ@T|Wj+4fqz6ivm7v6R2EAgSo$U^9{nd%rlB(F!V3sg(oK*-7Zz3r=#KBH@0DiV)S z`?p4lX%g3tU5B$ZWe*$Eg&o5W_K2SGt%`lXx~cvLG~?2#!S|ye`9$x|{-=%1=Jj<< zE4#gyI6YdMOl$hNgwe0Wr<=WNM?V8o+Tc8~A+3fDSQL-+=m=!SXYwK{Ks(Oh2-)MG`UJz`vLrS@r@nHG!hr+s5>X z1Iwe!1zm92BAUa2APIn;Qc_t`RaD4gl>a-fspsUkAF=+lx$7x4>$axz)SaK7Q^rXC z)gdujU)d~wRMv%r0tqq(xmYgmg}lUo&O5QB6#0O1j*$1$_yL>7?=WC-^ZH+~KrX+W z&D=0KzDVY&#C>N9(wlS8zfxdP*pb1>&gE)WM_m0OB04OV^#c z-RTruIjrL@VQvm>M+%ir^@~8N3urn4*ad@ilA9VvPDn2yLko^X)q=MB2C{7Q3ONVQJE3tA? zm+B|5xv-#F8I>|m2JZHj3)x_zM_l0E#R6b9*b1TYdBZ0Vhe4ec%i7~<>t0l`qOr!GjnOfsXb@dKncoQqVHh z+YH{DIVxHN6|*3*4!53_(_-|t&h_&jpA~4A@uC*?w*urbPj;py;qnbsx87;Jt+{w3 zdUn^wql4QWo;xtr-K9&BH!u|}VQTC+x#6E6L7M%IU7Si9hmcM$_;o+Q$pe62b97Ws z|80T?{m_qJ+T1NZP%q)DMEtDygk|*%RU?*!_wV#L{_OG6)O-C0nC?NHQw#tU7bZqtY{+Sv@ad~A&6 z#gAi7n?J>qw2Y*p=6Gw&YMIM#R98Fi2eJH;0x_A=d0YVEI-u}PgNDs3h~e9Kmp{pC z38cqcULLPqHGr4KGXC0Lz!PIBf4Fol39Jv0sbJr&HP-?$XF{QdfI>g*L0m(Myt0Pl z03&00F3CYs-N80Ay+@J!zJcDXh=YeKwt9cRFLO6;M}5|>m%eu$Qk4rwfs9{iS#RWf zHVb0`+mEpKqt9H7+<%o&NGbN01|G8gl+WhdCL0czR=P%~pTf=DxQrXwSrrEs* zsX!S<6IuDx)Rl$qxHI0K=sgiVXO(f5d@R~CU265z@YXMH^G-;Gd6^aIq9Vv-bEw(< zF{TmRk}#$VonI+vhl_qXu~TJIdj*>Em2GkW|LD+giQ+F)_o2(V>(#=$`<<1qC)iJS zfxtaMY~|}pTBnDNjn#G}5N`A{^op~HD%%_=kGx>QvSxYa>^AE)QA#&CULGhMSUWtZ zn^SKM%f|Prf5Vg1miz`_tALOLIAj@`yM>?(B|3r>#}j|1ePsSo(|pioo|82i)A{5* z2bOO zd`m#DZMaVMdYqWBI-gP5ED$Rnk2R4N&7NeZb(R`kAp`~+nY!Tm9IPK3uF+g>6W^db{A z<~Vr}snWKd$Wbhxv427TQh>+2)jKM|#02NcRe+X*l<(#>w-#bgK>G@rs0Vc_)KU3C z0^%Kgjlg!~h5aMH2qq*1O`=dKhB#)9DFYvDUQb2n<{jKT{asf;;16WM9*o2U6VR%# zNpdoQM*A)|pPZNTYsFGwv6k%pcNIN{#uFSKk4u3i1|?qmM>@@{tt_{ZZogNIolec5 z+nP<$TUuTgoggaIaB|Y&{TBMuybHvv^cRatc{{CmSuG z>_-}XB*ActCD%*J?N4!hb{?SK(n*2Zw9p5Ky*u5 zX;4t?#-v9?3{)%~F`hS^hH^tm6j0#nHmCm{2)3ND_3cNVD_jYb2)4$69e)B|v9Llj zL#03~2YKr}(1caxOV;PozL{u+-1YGdS?S80)k_cU*tQVzPXd4$xK&mEs(Bjz#KUOm z{i>_0@U3Rsb<`6$|2=Y6xfCYT-!UvH_9%Mp4)vl|Ge{8p>JQ-ZaMr18vO@(v{|re za@s~#z=wdLnu`fnHl>}5A^U5f01mz#0dS9Qm!{r2=6%+y2(VYZcQ)#KXTQcyN{xsP z)b161U4p^cuzpMq+i_WHh0H(~>bg*qB`{oO28EaH05a-^*)|v|DUwrPNCeO<@mXZw zAGdHvMMd2k=h1fizAZ^0+cxMF^plP)&DFhaJh3`U<@SyiMyFJ<(oQ6VGt^4mrzBn^ z zA~2!>;vZ1wvyMa8^np5>lo0*f8c4Wwh2zAAcv(8u=m`-jN&Lg8P7E#3{d_P|5hOI9 zL*^-fO5kU4V|lyUD0tl_tofurEh$w5fb^r=FX|xyz)U}W^rH=Igba};l5pWy<Km+#ShENq>W(>bbENhB8hj`K)1MkMnM{=UZY6U0F|8A z<5CLRFLfP@3oKkuZxSRSN>c0s*>*3eJX|~;+9IAu4U3>GRQCmUKp1)QF=39(y6`BR z`BlIja=BOE)fHl@Myl;&!hMT=Tf$q3BXK4kQ-nIk^RuH-q>Ik)OOfeKq<18|AU<}F z+b{w|E;5OXy@y2_=NxAnAsn$bbz5nQx`=#A-#}91Gl5yeFShg6oSed7$y&kAv83!~ zuMK_gn||aGs=1`aO{>^f(puF&4O&(r=TRj591n11k~Z44^T#V`UB3BIa@;Wht0;C_ zLpyG<>p_~vGk{)W3LJr zX95SHZ{cxP2`wj`s1H|lZMj)lun~F5XN2THWZkqdbB$An1jX-3F%)iFn*nSI^>U!EF4qi)A5SKz0@c4WVK>8{j@9tm?rc! z(S|(t^^GT3w(%HKzhBpDK4MI*jowo6hHq-X32y`r#%9Ac*$;)MN^59oBy0ob>T0ZM z`o)bfh(Nv5?)lKm5TAKs=exOyXPo&W(Cj7l@WqL!yTg6 z8_}O20LO$;Ez<`qI>%4*@!~}Dl2Y5Cn9Xxjg)pbUauakVHpZaH7KKbo9Vh}oDHuls z1sJ!DOV3-V=@hVSBj%Aapf%9Z`Tilh!?FhPfRvb6+QOpHFFmruaN*o$)CK6a{GSNV zU4SR47-dcAGbzqgQ`;gQ$~Ryo0+i5zLlD`kvh8;cWQ}7G>Cp5}8;TPtBIwq?wL`stp{?A&LJXUfbbrORYR;ZN6}WyN9vEt9gbbUVA3Hf}*e|Tt z`Y5;_w_F1Oob5JzJUq13CT!2a^~>9Qe{(Zup~rdB7}`r-pT$%*g?@w|0%r4RugWg4 zAVt*(uVf4+Kh;`GLd&Z%ZQr$2t@F152j(1ii;G5%)%PK0N-SPRx?sM$b3+2A=Vx|c zRz2fdmhfdiIX(wUY@S_qhW>8Z;ll1$t{x6h6l8pO1rD+HkwM7c?Q;jHO37L%n?@<%`pU8f=yFZp)R7B&CjyN+dc~iF1Bz*azkKemlno4yR<=P8a;G&9m-FZC z&RU30DM8g7nLX}EbIKVa5c_|_jG#T{Gs+`G4kD1NxMP?d*E`L%ODxS)%y-=d$(}ye zsWN^4HhKV^Vd^$9Ca{o0^%oB7^#V7`n^!;zAcI_|f^~Lfp^j}5g&Slr7rWdH6U;Rq zLoi10Y&`AnnBYD`<3hWUL2iGjJseQO_y^pcJ3n&X&KzjJBDnAr0_Ly4iLwvc9t|uP zjd+rw!ehS#Jvd|O2T(V+fjk^&o^II9OLjk~>|+F0k-#<29IV67HCcT-4c6vX&ns~! zRB=8jtwQ?AVQ<&38bH4i#M24rk8h)f`DyoMqI78yU^i#wd(& zkNk=sq!2;LJ3!gy;39>|gvip#izY;)aC1CPR?&;ZO=qauSALC|F4xaf2W(Ydk(7j& z{w+-U1;7aq_(ntjG%hhvQwIPuV2q927v}GDVf(8mm+>_z7y*+ZqQ{Z?G;*Si`O9}{ z$;U^zfi`#dlT`BnuFP7(m(aT zhjW1nUW%qG;WR9k?KqC5V3ifOX8I3-sP5!-z+;8hrlLI&G*WAP@=dK^DB&3bEQ~y- znek-+55P!cvBdvinYfY*vHAd|e_{Ys8?QW{d7T#h!-fBwU;t8oIhR?uYcn1*7l!k) z>CnmWxpR~1|1n~<^;=iBICqHnBY z!%)796_3Y!l-|?3%CQ!iwR%?=5Ihj%`ug$pK+OlWTWFvI%EcdsQ8|d>MZwc%GKL#L9 zm6oMBTB=HEdaHAD@I3;X_rJmr4|PVW0Z>r+8E)awB90^^#C3^P`M>oJO4z)1Kur$4 zeKHPX|5=c=;I;pFD?Zy%7~AUYkk% z9<*hc?|z34E8sua>hJ8oEdaL-y}SF(NtL$*)L3&DP@(;K4tFj6Q| z}D!GoOAMz_z+AyKjiSdb&X z^d%ki^M9r{&orHxg=84MZ;ZBwiwCp+%VeoW0KRDd7O1u947TNrkXJaRhw*D^kCj9U`A3zSmUckeHAOvn_Nyzl4`BrCbdOhdGCseNk)N4pqew`B zL1T9w@K4nRUj_>?7CIIK-RG5Rsh2wH`;2i52)SN!xmL&Zr|wehY5(+ra5Ln@?U|hc zCkvHYZAIdFtrts}h?>!$o*3)g0(-djN`cC!d|J6|B@di2IJ} zl@)hA-8TTYxJBI(L;Nsn|E4?=yD#Rui~vq~$No7OOh*ZaoBjhaP>DaA371va_Xf`i zw5NxTC4VlJ;_3P7NKp9C+4A$V6@9D^=G=P#2p@!n)Uz;V{Daj|uBOt6qWGL!TcZDJ`WC`S3e~2FC^w=lmbLw9WC@+ z%kAQ}4g1AQdN2g!Y}TQ}kW7~VU z=XQFJGN1gh$q#>$47LrjzIsPH4pM~^58|1DJ|A4F2WBy{)zUsi};zfD3BvW zw&O;DSKe)hK3B&NeEa27V|XO8R8zY_1|lPyimBHEf=}I$M8`GSBg={>i)V+f;x`Q= zzA}jt_az>WDxE4j#8a_Ul7FR9ypX>01T4X5KJSs~(1JPPV1&qo);L~EZ#^$mg~NtY z(zynu4@ZeQ1SvdZERDbkG2k3J$C&Tk*e~3h`wW*~>5N|HO6H_{pGbCLYu)5r@;~B8 z4GZo&g?;_%jECYsZd}U84|8#H!D#i~2S0AB5q!eGHjs|U)mUF1K`VMpjcLfq`22Hj zW9D7>3`;SKsqP#P#8cujOY&nBE~d^2{3Jz4h7{55%ZhzJF)+Z}o$>@{sZ04jImnVA zU%e> zc@Ern+vPcnw&sKp)2$OrFz`D*uQd^S9UN@P<@3I6Yo>b|w1cpz_`8NSW!Rp)j=0Vs z9FH&Le#Uf)Ju~%T>9IZ!kyOjA>|S z$o;`GmrBM^gY*eLC!D)MrX_l`7Zf=k2cq>V(YabOIe=KXffJ6_%_Uxxn!l*;~fdI9%gErc;L@KTN;423-u^ z46LERqFJ*n^galk>ynv-8(Tc7K<>n^GrioekKKMA2B?>7m*20z3zZ4CefS1e4;5HF zYbA4D&agYd?47XWecmB$l(W}m!rCB)s+nOSZ*;QjLUiWK< zWJLnOU0bVvCRr*MB5%`s^10flkfRHyb4Fd;rr#<-H>4m1B!SIvq}k(K$Jz_nzz_8I zQwa;FL7k9*H?(2`b!vZ`D>=N8_}y69bSi3QVPwh=_N4Hz+11&fZo4Bn*DhFT-9DT6 z;;WJtHcZcTyU&YFZOhl(kfp9BC*wNQw&%rZkBV*Gc0_G1YUY|6d2o8}Vu9ZZO(TAL zoSR+W%O~?VtoU4Wm<Xny`iEjt(o<7+Jo@gA=K`p6`SA%T714-@tW128Vu;pNlgOUHqS(lgv?fv` z=vZsv4LIm^TqR3?wjv-v+D%wRdhlwg>Fgu)YF#ZIwu8Z<#2M}Hj-IZJN2qxCw13&Y zKrO%j`2FiwyHj_F9FWyzW5e_Z*7iWZy{|wyd-1-wsOaSST4bs(H|*9d^zvb)qWbfJ z>;JU&-r-n=|KIp^n<-mXW)x`{g~%!r5e;QzQ)KUv9SR{yA-l-lTh?vMNKy98-g|TV zy)U27@ArKF`aORcl^yl;){>`oNZQT5s z}BV1i$K{Qat-iB;reWCGow!*vM!q zce?TJ=}?@_>y4f(9g!ko8j+F{xv@B7cv6hM=4Vc3kD6q%=n-sD?w8^SZpo>-Zp_*m z3Vf{red8*yRe$pGLbh?&hn;;OF8mXn%DggcRQhvg7eNMm;%>ZL-phC*AR$tom(-22 zA^f~jemH?c%!zf1@wq=4HIu$C3o;GMbu($Dpbz8N>8y_h^h`{xP+BoHHI@DHWm2i? z@by%8@Lzpjzkd0hbe4epNsr2-=Sn1kg|4R;G|4wVF_ilVIW!`}rOlyy z9M!tWX*n&?RsX*9Y&}5}wsShcjctdpHu%Vp@D8Xdwux2bM6PiMD@q4$XvnFiWkZNh zOm4p%81RrjT3vMk^q_0wYih=S6wybRo44H9$h%o;JEoejy{}Tl8a~S=t9N~$$a&WG z%Hrb&vy!SU-Q$Sbk|Q&gYa6`s%zwV4D%)NUmL`y%Z>o{WDyg`*`+GuN4U<&`%4fDX ztEkAmKBR1h_`4pCNOZ56&r`d|OuFnj&EL=EEZwAUaXYc5MqPHO_-{{JrXw|O<+sc) zb$opi{;ln->No!W^2AfClG#vj?E}=p4u_Fj&-^-zRu5!#-*|XmSM|o1g@cpWGnjkY z=a~n|-Hr}Mntekp?7rY=*e{&abU#0SM(g%zb8ibdwG75}K?2|6b_YnJ+_(@zjE#w5 z#;y2Cz5n>}w!OVzht!cc)WQey#pbSvaOL{hs|%NlxV%`y=?FD(`eZF9-Wn)v>X^B@ zT_W;gZtcMMSQ4|l4T-Jv-OpSc;(PPOskmJTZJ8fhZfQ|4Ff<%mmXVe|K~A3h^=mCO z>G-&3W@55IY}b0xgPhGoWV*wOCpGEI57`%9Z0^*x`ulE3OPF6?iY)~qGwxTcU6aU~ zkBhFxBVQyamm1tSDjM3Ah4ynD842Bsd6zn+R`-SQN4_$ zdRWK$DO*hLK!UD;2)#C?j8TZ?IXS{{;{yE>pZK9SLq><{IW?9A0#YfIUT4!D?({+7 znUh|dKMqH+yq%n#0VJk%7?~j#={5cf>Q z#{5z`-e@%!nUS8tIbDk@Mq}Xys#BkAX5{hx-U;Tqbm&XtA2j=ueUsB-Nc&wQa*&xq z`S#)*!VrFjELyif`OJ{d6Ti&z`Z}7QhKD297!U9>_De>{M%n&s9lusW|0H?Bj&Mrr zdsjhZOYtqc5SOnjU;F5=; z5In~+twEb67WCJ=FaNbpr3+l6;1h=W_AE|=H4r!xXpHF+jex4!z9cmA%F2yK1*<=} z;|qJGEcyk_g*5}?ZN?jmM3OTzgLqVuDXFM#J$`(8d&r3mO0#BJSVk0P{rbM&!!0m) z25WQj6}eRQ0!`DhC1dkiQ_fhy=ZMuXGne0d0?b}a#N0JogufnB;A%3rOC+yf)t|T< z&jjX6==%7om={{OSJ!=$Hr`{82Slu4pga0MsJ+dHegfr0Z_L}VirV@D`6R#lo;{ax zjB}?UQ2sSR>GYvxe0+S(h4`z_PriQrdg=V!QsuS|tMe!ZiaXnF1=AqKv`_GU9ldxj z#v~jad~1l4@sGp@x$JpG?Zhy4PpO@q8C&zaG8#`Rh*o~BdxB}E9od9G3Jt%+?M~l6 z;i;!|xCTMgSUZGS%0qm-DMV^f;MJ>F=eW4y>_qPdsfa+#dzNM>rRY59>Sh6P4`O~1kx1Yw?(FPT{$8D* z{~;lvIM&;6u+-*Wj7Vru5UJy0e?yMP<|QCb>;Q`K)%Eqn)KveSogKP(8xiLE`uYct zAKSOAclY$D=<1Gq-OA3+&kjBGGkety);0UI%zX9OkIamMD!-aMpVh9LWU#oxld!lN z8X6UlM@<<#f^wQ+pFaIf?umgg^z|Wo8XqFEf57;nKV0z=ND-pWD~1=&Rdk52lZJ+d zF2(=(^QV}nlxD!gelH@anfZA->PV^Nl8O?q1 zn)#gSpA;S|_^Me?WuHGk4-6TZ>UrJ+R@Jen=H`xbu1ypIi_E9DSKV=GkmRO;0S5^E zEALE9O}}PlE`01D!$S$6A3uIv>bbVQF7edKIJYQuv*QS(M|wK5KxeBm&Y_{(j0}NJ zOsF0ua79*jw&O@UJ`hs? z|3q|TB!hv0f%D#M%4b0n>VSZNh5n*IpyT-n!a%@rK^@uKUhXKh883zM%qX#miMjbR zI6C*@#5Fj*I(`=yf5(qB4Bk0ECfyxjL6`t8J%jKGi72P6XLb|;pEFuib$cHSUILWJ7`8x8uFd$JVVC(UEv>CUfieXZRmYvG_q79o z%D!r!_nPs~XRtWEi;i4MQT0&dyZ0@fqXcint_L}`dk|wUs=rM=?+}uquJIzczWeyB z#{K5$!K;E)vvRphGn9k>>HH4fS7~ohfw;v?^wDztNXMN!<}N|zEKEc_u6%V1nqZ%oioLTp*9Isp5Hfxaj7HkKerO2DQ-zLndk_a|;N8jRM zGQ2Od9Ol7K&Gj?b!w*ka4@Sl$a?JuZ_qS%a&x{ME4_4h!e(YuynO> z-_FiXLfhN9dD{#r`L|nrCB9~CsC&MRSVLonEMZ9(9=^ZkjDXp3K{$FbsbfLNs-({x z>{xNV4A+y9>lOIwDn!vC%4DYp=sWM^xr`qn??2nm%{qgvk>mh=&HCD!xI4+JchnoM zE!K3*Qz+E2ZE&F_Pe<4JT2VF;+^WXgIEaVAqjqg_N{Z_q^*_Razzl(#=IThE{1L){BHB!&*FAm;>G!0#ivV5UEn=^-vO zC8Ug?>8{4#{4~l&8gW2?WkKZ5hnN=J0OMxjHW-pk6gZI~f}fo)ONqT=I!=ssTI4pJ zSyXKNMA<`}()y!2Q4woGkPGb_o3P##HExXT4n~GI&OTluj%MNA=Rw3;oE|J^a`#f* zTTUIe(8xyDEk!%rdjRUV%F4=m(Xtj>4BT;Wa0oOcqF^0l{U*97#~;PKe@}T|SE2vM z%N$IFlj!M8VrRW!v^ZiSwxpDBe+((DNjVJV^pa?^QRbT&m;*$CD)y6(rXRK(j` zMxVOqWv7K-n#L+zK^!bp>dmohtmQbrbQ|`xKdxOo-&)>Qr`*e1H`iSG_joyxdl{4|DuRMFcJ&~xXbT-c#pCm2n5U zi5a1MYgMCsOt{*rba!Njv9#=aRGx3B#0DK=-aA9n<(HXsS^7XoS_=-R1Z@9w&5jbc zY67iRF|S63;ejnytBHzRHcA2r&e4;Iuwi|F(QJ0O7hCbLn_zVH?5b9{En~o!fJMy; zm|DQ4_h*&Byoem>&c!1(Pw82mI4( z;m^KX=3DjKebbW^CZnSH|1+SKqvDSggGtVwOPG|3T|QZbpI~LLn?2(}NM4RlzGz^b zRz%%4_9d)rzP6lX<^K^7HID5s5^Xr(+$H=MJ%4U(cBG zK><-T`GbM_?uAn0(T%f zGE|O6xe~0{T=EheISeEZ;u7bNQT)I+_HOQs_ocNOBfmD{fl5_Wk_tIsS~X1UzYi*6 zSw;wBw4=yw-g!pkv{@ebe(f;VHLa+i!`WZis^bwlWKw(L2R{{tYd8hVNY7$Cl5P{0 z^hRiZAj5)F*d60hUj61Dvzc*skYn~^7{<@rFbswD161(m4phh2e*67b{^zYr3) zS5q(hTEzQgkWdpz@1564JKoz$@O(>nV#g8LJ(IGek*&IcG`nu98Tw{$zH_ZanbnOK z+oCX0%V2#c)j?RiAb-|N2ybVH_NMShb0l;6Xn{;luQlb@1H!X;{ML`kdtkS57$+ka zjGw#a2@&fZjdvrKtjN{eftwea-yD4Eei!IL@DA&k38AywKg017VjjL!!Y9sPLT2o= zkiiG0Lm1{y;wNpVWuCke8e4CkUDP=iFf4>OMH4M#yN9al{n;8Q2PZ11#ldWFOz-*=aE4PJ2Q6L(9`3Y+<^LgYny!;-)nrt8pfucmRkrj&h=TAsE4CoO81ls!N`UNeouOV<7OLk(eMbi|x~ zn#1UEf1j2M-f>zM^FXr6N6q(cD8vLky#N zy5C~@;)N~MsPVM7<(H*JO>&DburjHfzNglz3WT@HF?ewQW9;{32n4*zZFxu0&DS(2pf1N_LsV0*1_-fxh-B; zt=m6+U~*M|-o1k`84hxK6_C?DWg=F_lR6rg;)U_EyoZmw-+eGmm_**!a=!l99d6Ln zi0#zwZah1O1NUzBG7RKn`W#fvNGE=(jOiLY9H^s{e_ufIebaklOegIj+DR<5(z#_| zMp6n%90O_m!GY*1aU(=t$&jqf&kn=zRE;9-GiBIV@EY_qAZG$x+&kY$R?&m@J9W|g&W1k_-x&2Sg9X%PWGt}nbJcq8Q zz~@Cr)>j;qcn=nYUFzLIj5)5}K;Hbhesg)A{amBwv19S_5%MvtMO2Rrxf@7QGt#kV zY@mc#kRgmubt!y2M~n8*(Hy{N?q&@*F?dyxjNC^mb4=N2gZ~ngk{*)0ksPmh5(nb0 zP&$Pag|Zmd`jVXE<~A(o+nETv|8(JcDQsFHl| zEC+{oYU%}))+aq9V<3-~Wnju%0U=_!hCGuQyND18{u!4VHCmxqQ?NLmy4b78fBnc6 za7NPh%r4XwvU)(sHGgshG?UGq5D30u0>xPr3(9qoi1jZQ^d z5sfaEj6h)a6_lIz1-gp@hj~?$q;c+V1|v`tASgEh8sGFh7-s|H*s`S9{&o?Wvckm> zUW`-Q8SMPq9z6a(e59SctN(c!m)JG((ODpXd-(WqJzQEE9Dtb6kG8gFyK9rkW!H)Xd%e$puNRwBW{4(zboIsN+Lye-u|HH9+Y!xv<)ozC9M%vrs zy)f*}-9LrA>GeKa6o0F@V%)TbK=3=ACF2O2{j9v+jt>a?_g{QRri z0^I96;~^>!ACBRGi_vO)PVCKMLpQax%%j9iGTPl|J*N?V!C3>oCy;33uxOaZ)4Owr z2;85`PYatXv%vp_838^=!ken9bWou%Q@gy|z3qQGW#pu!keB<~5RxO%n48n)(ru-e zFND`yWJeW!ka;LWJhYhA3A;Nf*uKRW$;ik6nt_ykcO4zpzP>*2mfwemHv*Drr{n10 zzRUKK67-G|4gC1=W6-ws3bL_0g2q;Cjt;li=Q46SdwZMPK3@ZTmTd$ZMoUXWPRWNR zn#`ra?^Qv-Q1nPjONVl9-fywzA4?R`u!-v2M~roQl#rJD=HI355b?DWh)Rm`B#>E6 z{FY;z1d>Ye6)gV8hzPsB=Me&)I5%(as`%0!2+2MN=Prm<;!OF_PvA0hUTvTssJz0` z9wpI@yazAa``|F)857e*N9kvj^l!e6<~p@_UWFO74N~6iIY`gQu4S-mIfO{c2yUwc zMej;X0`gq|#@<9T>0mm)-uf!h=?E$IP$;e>@fw>=tbF_lJ>KWzU5Oq%O?gSM;x!@v zBJ=g)sb=!RDZD=j1eK^p5|9g)$`NOm6N(51bN^hp(0_ZkCToFYg;>veL61)ra@HIc zphE^7!yl_SCSklVJfZK`shAd(kw6MY7>)VCsh5h) z$YEPa#p zy1Ty-c9UKgv0zzLul)x3=&#cM`B1Lqvi=tH4Lt0kJ3hPTc`>|$w4%Nfn-t&V9#inC zUHI>qt;-CQ@}H+k8TK`bU4`)tmS?Vd~sMp`+r;(zk>EE+W}%l#1AQyNKXcbwDg_IVKB% z3HcXz8Y$1+R-GKTXZ-$}$Xc=U?1er&Y&UBJRH@{+$p5x*MUYPoHH$2iFu8$O8(03S zX6$eO3u5@^=y4+Zj{ocrQx$ymp=#mi_UPwec=!`vKpY=tY=6uHT_vp7BKsrP@Jo^5 zjCSTl9l{p~Jm8=62wC_#tX)QtJB4GCCI7fgXwLuaswTOHc8$!x(+E02=(s0r8N(;S z@vILM&M`CL;)@cSo}3nC{@4>SZoF=Ivjn4)`3PQ7To#jiDyq87|84&rJQha}XB)f) z9n(dI8?S|A&5#+Ut_aE_N+FpyL?B&^88r_RlK$r2Mx*@gdz&uDn*WvMk4 zJ+qwci~NX7V5?Bwe~2tdpKLMfd-Q+=8^YV+rQ})SNE$00TM*Z<8< zS8AofIy*bD<>Q^65Sa+C_GyanP|yqZxh_M){Gyh&`gE43r`VZdG(fle;eT< zzhA>QEo0p+^X#H4C$&bgCnFNJuhiX-ngH6qcnKkwveKsqVu>-4ZZ>B!V=WdL94Xiq z_aZ+;QR5xrm1T@*|7R!lhrzS^a$6WJBBFD0zq)KFPZnU9zPaZZjt#%|5?a*VOouroW&>_>1R9tGO(1Rx@-s#c# z666)QaU)&C%G*W(=xHT9=_Q%|d)Aik&~e}YvHE^^QDsMwTjchA(l-z9CYI(7ydJ)c zj{G^selqPJlN08hh4R4%^G!`a`Q7 zvBXLarM1*A6Wurgs<+p)!F`FRwH1wW`d`0*>?OR7x&vt!0&Ef$PwvtYCO2hz()_{@ zqTYc6?#-OPsC*qxL}q*>2h?vScKzZLh{4oM<}T|pm{(AfI{dr=U>k-o$;N?WF%f~b zIQ6@_BzT6LX$tQFRZsLXxn>7WiHV;KP({afYJK@>#Jw%M)3kf}Qd5WJc=FkR+~GM~ zZ0vi5Co;4Gw*&?|=joQ|(6g=c4Vf{VvbaDn`gS<4J|fHSty_!-#%)fV02_O_bPl2@ z?bIMxPymv9+rL3-q>=2NuesS|NJyBAO>TCOo*X|Qz`CL*A+s${oPf;8K(@C)-%}J( zGxn{W3PGI3>RpDd9xdO!O?1a4LmZCTEIYK-oX_%&0iT{rma_Ut@kOTo6KBDf!IL89 z+SgoY-2gnAMa)kb@ z<0a&sl8KkZNN&@Z-jz+{9+OCW;9qo1a$k`dPV|`On4IHiuEF}mfjBFg9tAT%8GP^p%?}Cy@>PAazAb>MAIfuR-=j!YxmYJLwY&~xC zoYd4&NXQufj1kqcYZpS=;v}MhK(@f3;pCm*Gk=G_6)TuLkw9@c?==o-<;;a~bX4Tn z4NMpCY5(^n8RDz(OAVXIA)hn*JCPXN4*iiTcLWT^@W#eF07)O0EY_{|Nc#3I&u!P% z>XYkm6tO4iU2;z6>FEOr@t`wIT9h^zwG{2e|BNqjwNK3J^XJbf_cWT@sjZcc^Vl=t ztv;}Yp9^4Xv$J~vD1a{huDpCgYU<3#>CFFSZg;9o#)nP)m0G$xC^sH1QxO}5hpoh4 zZm?XR4dR2ToUSp(ABEe3Lpj70toPvZ(CqAN1%&nqh>7ESMB@SI0-enkU(8by6xDXK z1Ec1X(#Wc;`i1l4QvbZiOY@q7b+S=A=*CxGJ69OZTgWfu+D$8i{cZB%MM6bIMT0;? zLj$+FQEuOOh?KId?CX7QK$p}#iSOGxu)R1RHADA|Ti6rB=Ie*CHm(+fh|yWHN2VBCHO3PJC6hYOgziUpv(&34-xx1B{fQV>go1;bnoD=_aUX8 zM;^zF-z+z7YiTi~MCzARGue56p1gCkUwsrfWNF-)bQi9wU4!fi?qFKVwQSB#MN6Y8 zyjJ1BLg^fxXS?yLDpHZvVWE?aUfH~H6^;o&fFu@i2?^{v9=p%schWIEb@7UX%l2~i zj{9Yk^pruqn4M8)-n&)xt)GrhVE6Ml%!X`xSM?xkVH8D(Op}K^O61?uy8(5#3ORi=S_tYf=T zRP3Zz?5_`l)CVSCMfiy$+8b9^NL_Akt~hF-Z*mtbxT~8=%2fj|-zzRe?+E^xTZ*tK97EWwg zK17>MLz@NT`NxKCT_d`ugVZ`k@E;XTX~XV<`K0Cps9nMY-2R{@(%p zfNydr7DrIu#2?_yGSRb~7pQ5aMc2eQ3F!^E+^1Um>;3r&LXi`;jExznp^nCn^tc}a zz(cp3oQk26+A9yU>Psx^Qg#vTF9`YrSkiNm*h%wK8AN)W*fgDNbc^4(M2J;3u(2d@ z=d4cnX_+V&7WM^ydCT$c@w|vuXnV!Pek=R7BR7fg3uImwmXhLAJ6@$v&|U8IDAmdI z;!(C9uQ~=U()h8(59k)AQK7fy&OKM+yYyQZkN^Ad-FqDZ|LyG>^fo%bxS!_VONOm4 z4b|)EIgZZVzx&lE!^}Rv>KT=T$D5ChTz7(ZoU9^_dy2u+BQ9~bw41NXMf&tMT7&{2?5~XdCKM+-zPM_=_6;92Uw>h}c&WKCGAKYT)eHq5?V; zVlcRGd*FWUKebXr50s>WHWvQj&1?=ge9G+wj#EVcw>}HsKlabLepe8?Ww9x%{Vn#FO}}Z-m-O_v z6BExCwz78xW0sI&?;*<+*X^ZY-b5v^opuiR5{yhUmS-<65)}QVclhKe-Somtt#Z95 z)2vYkj#Vh{Jq#KcPYQg9oJR2Q@n6oRrJNuo-Eib#O)1`s%kETupy~cl&4k-NtJu;0 z3<3I1oeeYO|GUYg0G47#8m@cnqN0q^?Tr9F>olkqc%yr?*K_Xtc`9aRz-br)(eZSA3dk-<#YZFeUlfYJ80sp-WIiS3w_=zkU^19cC) zlarI_nl5YP`;OK5(SVZ7(W!I>x?72%3Ob#aleCb|T!<4Cx^xKwnme_XBWnFGuXaf8 zUxr|fMuAaT$*zK{=X&&rUP0f}gN^x~4)h5UxIv6rs@k{w?l6DH+L|8_83qtmS~{#+ zbDi}*#VaxFO0vEwftw+ehq@MA3{TK!J`tcTNB6Gdj|*iN!Lx2J8q3Y&}|v# z{EuWEVo;1&w}aKDD_c_g3k6(PuXehv{opo&YvNM?RJ#iNy~%(SbZ-OTLEHPYGHq{Z zFSP;9x1r1C+;dd+f$)(tOA<K1>Bo>$OI zqry2)pwX#H#V~01aM{xe7RhL;J=%C}ZLN)%%}o#XOB=ABk4iSGRjEOsU?%Y$g%@u` zD}a-tU@e9#vnnbE35bZI07})tVAvLZMUzxdHAiPratihcKLk;jMXa�lb$n4GW6} z+$o2m2*Bbk2-jRUtpk;_l9K8XBR~>2GGu7uaJVU$TWdBnc8wo7*&4xQn3-!{GNAPE zVd#FOn$F7xIFF?RTR;>Zg~2B(EbRuEnSSFtmibw(SXF!b!rkhleW`d0V}KIO4waW^ zlv;l&17OGy=2t}j{vVb5p8??&V;|2~v>s7?@U3hizg4+xB*K$V;$WpN834YGleW8m zoJ@lR;AHrGmUMRsw4mWu76hAIpmAqwdrlEVt?d7QNc_$_=2=N2*wKJ9QO(wxm7IEe zDVv?09qZl(XBrlE5-39!|3rmDWdp=NAONGc*k2?lEL{A;tlHyHUQyBPclRwHqR{v6 zM^%z$!&=i-r8#!fHcs-@-$6%SAsO`iFfIdkM{Di}8T}O63=0R9akyFz< z7D#V&CCX92&aSO;-$zDFry*tC0wLS7!>xgUkPzeET>Xlzels|Pd#-6;zPy5K;eNAS zDUcI!n-e2M`PS77Ur+%_F)>#KP}0)={ntA_;F9bZGZzWs z+tkcV;&)6~f1wEtxN@+I)<%6O)__UfZtOMvo|YJ9>St^#>`3RS&&JBV(~67jZEX_} zfPRKM*hK+funaaJ1XZ3qnN(REtaQDeQ?Yik(skRY#+y)l~L?hZe%20zwV8IS@&g_w9ciC`bdZZ`t!m3_{}1Veby}X0%UEPp_}kQ50B@Nqc*HS7^VJ z6B^;cFo-+zgDaMllClohpJ|wx7aCgn!&@f}CYnPJ0P}+A!CFjAOsqhN{;I>=V?MQM zQQ!x@0Wd&rQPIAEZ_f4m%hes_%T=v0qIReQ3&IFwP9W&DcpMCJ3DyG~QG`3_#wA`} z$7RKP_mbeJ0hgT21H{%l8m{8;~*UZ>YU^9Xl1G&EGT<7%=zT8p2M@AHl(-0~>}D(;=x`<`=EcFTby8GH~{<+ytFs{Fls&whWE zU9$M}=@TFlKV)WJMj$JMt|c6tCBrJ*o|zUeJt2SNJ`T*|NQ2CS6eIZe`5K0dzdfSa3&b6pY;6%{pF8Z6^FcP>fWZ&C^l2C6MV%O^Dy zo)QugS~5g=&%?sQjnJ6{EbJM;P(Ftl9^8*k(JEc~K7Y^Au^3RORRMv4VzVDlRqr(L zwE-}-y_K(ea7l$%e5=!V4rN7a?0q6Ufulk@frT^u{rgwP4jZXdh1@VV% z&}}`O+s^>U`w1tjvA(e}>ca=>c+=_hCmBI?WBk=ehs*6yo}>-7yqUDLbeq_6#W<)R z4?af2psra#(7{t6x+h8Y;S38kMgs5;_SxxeL4G#(jnIJLV4)Dnz0`dM-8~)mPk0Fw zsD{HR?|i=DkS@@8Ch7>JK$Nd90a!OL?u4*f*xK1?#*9Ouf~lWk%Yq<=;0)9bf-R5? z255r-6!hT-|NJxHCj}unIMrtyZ;``w#<1<~z=_Dd0^{RB-kS}t6F3<|fZb69Mtv<_^;&u~d3?866xrPA?tbavyr3Sz+mQw1H8 z*WluUAb^IGAx<=v<9TQnh}u^_7!2tytLu5u%w2CRspo;6M3b)MmkWD} z;g@TS3Iz19NQ|;^pgYJ6G*ZP{zGdaH&h&{8BO1# z^O^I9ouf(-Z6gU3%9@mk#UWQ6V%K=dbruMg`%qSV;kohr0o5?mt=4sJUDzN0zk0;gpi6xk?- zD!>ot6_xkPK-`1Sx$k=K-n}-)95!m|T9x|}$7pKwt_tMkJ9a)tTYe8{YisLbg&kts zf2dhviKb#JaC`IjK3|;->N!m%$_5@?=UFiSZNOew0nmU!&=`m$c46VIpm;kG<_!P~ zD4C-C@;l2%I4j(IHEuq0>C78HKN?on;dC>Y=~&46$9dvj0*d?oqeqW2esXizUY*0E z3ne$(+n7aHvI364y?DvPOvx@)ZLHqwAHZzCT>-V2PM#)GiP%lyOHwy~Q4duP_zr02?IAd^}0=)g5f$;z2 c<0Dk3h8vpAI_z z%FWCD#bT@He)LIapJXqR7H2rJLXS|RYNhJ&Ve|ZoxwdnYjh5C^ePg&LeDp#k8JU)b ze$Xc}&$A5YJDzR`ZmoA~cf>qrR~lzAg>>QmWC;FbM3g^#;Q#%S znJ)VN6RZ%1hZq%x5C&|X+W+5|i<|GRi^|LCk&uxUu#37yKEZCIP)T97wzi6ji{HA^ z(e~pf32ywl)8@3@7_ZUqLx2l-A&w?PFvaN9nObSIY~72OZh3@)pLjE|b|U{HBZvyN ztZEHTV>1PA24>Q4XJ;qYxV5{FTYs{J1tVu_ag!Xu-!Ay_>E(sE7tvX~Q4oz98)^IM zVe-)aQ^8EAtm~l9XILR_anoy!zJn_TEv*RI5|IL)T>?Xx;W`;I3^IOxl1`n?&28Xg zka!BPBqb!^P3qH1OG{tTigZ=f)OK$?#DL}7PR&e9S%;stXnY|S?&ej}(gjvHhpp`+ z>-65iLA_qj`$%z01qFqlo~MnX5)xNAZ_gp-bH#C~sczFRn;yqZUi_qs+OEVfQBhGH zuaC#dYHC=xxI$1y1s2)+1%KRs^q8Z8$uo4a44zI8vx&x6&JR8&6xE>{7U zR#%%o-JY5?YW{86MWd41X+6mPpm(t|09jllb*d;Xrs;aVlul;U5O#EAgYkL2%9%NG zT65ctDl939X#5JyopS!i*`o4+zDcMmJ3*OROp0+(A_8*SjDE=T-4y>*O0U!R0iwj2e8s7|?HpKen$kkJm)h26p4vx6^`1hstgGOaQ zYu=36v>7{OVL?$@S@g#bR2CMNkSv|&83|JR88O^XNJ014b8@YR`4RUoXFgM_w%rpE z-?}6%Eg8`H@5zpijygT~dTW(@hXgjol-hHizD@R+oOJ6}cRE{tZ#Cn}_8sRXWWdYX z*%@UClbHzbwZTcC4#X0niv5}rEu(i^)3OT+zD20SjTjL2^n7}KvS@Vc)Db+5o;72? zfAKb%NFQKoUh920$eD6p)E=7P+Kd!0=+R@o{_b+N(TRUiNhM`4mCXmdNJvf| ztZd#u`n~SDIUzy%tN)w#MZ~VhkKP#uo5QV2=Y2@?gW2KvRsVipSOfkOb+QlRH{p`` z^Ms2p%I%$2U?<1LUM4E;iE(`VDQZeg$(XuZX{+9&e^09!6{zZXX=0@9zMu5{VK3oi zxjv+&g_}ku^|${=V8y)Uz4r5F(&)si#Z*Iqx&61LmxfK;C854tDzn)ULY&WDl`FdS{wN(;e zw^;mS&9ScDE>`0@Uj&QC9oAi&6A?;hJUD4_)Ylm@L)i;O)g{rmc5h*qG}cGKmeLwE z#epMfaX*t&hKG%4zea37p)(?EQhYI;#ymO5@yU*iMETmX^^5*`5^{Vd_&8$Eq~ zO-*cnzo>(Q!%~YqWse?4%9xn2@O$s>oG3yrOaxdvP*x;98(ct-ppekJ&!0aJ*F{d4 z^ljV4#>e~jZNua?HYP!#7MZfNysm%y&+gdV&bP8z63>)?;4ol7&UiAtZrgijdG|5x zDn+HA_lL}AWPb5{Ux-$DXbpiIbTlqf#^F|qs3&$@PG?G>LfwOMmuX<)DbC}v!7Q{y8&Wipqbxw z-u3l$z#!FNB>q*_lT%C_5gjdUNM>ecAIYLkvtjeBmm{&tlcn;&z?*ugz)5opD1k#}@km{NBzdxB#g-yT17gfdH!@zSQs57uK z8c;VkyHlFqDOx$*)@6urbC|KAuoj0K3T9#FjLfrl5vS&rLTW|{4SU!7n*uYGjEGi4 z!Oc~P2k|T0*9gDZ3g3JTlUWv5Wr`eJh}{!mhTHwD{y1@x-R#c!y~wlmvQAyTb^l7# z@MRt^E_P6MKc+qhrZF2UV~>zv^3nOnGOJtp1;|Krx#~(s5nco4?p$B1kMCBkR&lBC5g)4kuxBzyNlCGaZkYYGQkB?bDzUO0u|SxdAa3DDrZ*I^y9yI zmRZK}Kgrqne+W>O`7DqS21|i3bX0k>&&}jva9Vu!^JXmEU#CD{)dj_*AX$QcS;`rl zqE%v?IgPK0ddmO0c}XEo&4bvCcOGO!Q3GJ;MRW;eubaM=JD+`@V?cz@xtHTb__-NR6?;5uO5lw^k5T9Z%rtCKgziT!z zh4Tk5JQTRv^D}Ja{oC{XNlkGYo|$8+XCZts9=HFR*BV>w{xiYG35fQorZ>6Sfb-`5 z`fsM}vwiX9-yVu12hm7zQ6k9c81NbhOi;qeseAne=#)-x6=!Cpj1xjuIKRF6MxvNe zIcLm^&|rVWzNJmH1N$Lpal3!{3f1g9sj%4(s=mE!Hh#iO)*CXICYRD?BcMjiQWd6@ zGULD`hzcC5pk*8jDP?Z{#iNr%BUu4E=wI%OjrC<5 z>$sZa{pocv@Gs$g`eZ+-2G5`5)m0fRs~bB`N9dO;+%hkisvu#mL|fw{*7iP^E>hOz z(`OSSC37}(?~VYU>aW`&y9upsM(=0zJ1yf9xtuSd>6n8>L53WM=Wxb@B@(fid9tLO zPCxd4gw>N&TJ~kcsHU)a;dQuQxox}JPMOelPW8| zndcX=`Kp3-wq0F66$NTZx}=p^-zdoM{|Wo%ay6Qc`IR{B_h&;)sW9%xkKRbur^)Juy69pw z(+d8|h%s)5x|xdbfT9A|D~2o}`U{qb%><#18KI7;q4uevwHcvx_$)^pZtqzeD|O1( zb;>nCWoD{cDwSD6-~BLNbJrTHEPd3{sigQSnKV>eEWB8`Wd7rY-f3{N#|gH5?AWs9 z?J_)M(!2lr?X6HM0cNSr7`fhbiiU}+o|G4Jri z1T_Z2`7mWnY+|CQwl=XG-wpN~03qBDvRqR^&h!~vwtwV&9<_zz;0NEa}-Mo`zAf9fxLu(HK=-$@ccdRwV32BscLp|uCxd( zS~xAr>kIi-ih(jpSE_AHAk}LCF8VNlPai0|n9akrVI*W3edCj7Noy^lt0IEi^I`mW-7(zNv{52txMuP)GGj zRWE+sGlS1CjbqRevG#|>asv~Ta0;f;!6!n7`+J_zIkunI@b`jWw+mX=pyBrh}NJIlm+ohUgu3h>ZpU6&9fd zxot@Rz8=s`Inn>A$?YgX9iLLyeKI`Sc~e1GaS$H|U5VcgLxUS~$-2;D*siq9Ey51g zhBLJFU(%=D|MkpSDXyr+sQ{WSsGviF-b+Yk=>Z{GNQ0bg3|0gQ*tYVjknXXkHxg)@ zu6(lRYjnOI=OF^y5pdOJIHjU$UK5~tRKj)seH!ALrKl_v)6{5cm!*o`rNWftvP^t* z#C&-17S6+{W4yywRL1^Ty%>>C7Z?(9b+f3;=5=pJBbPm%VcQk9d1ks?XT0X~_EMqQ zSWasW0Q|_o*DnxPkl7Vn>z&W)gPA3Dz2ok1B$|i<_E-GRQ@uC)&yVX&-+6tg#MkrM zxi?nT{e()$H}nTBrdc`pFh}NKZFN6btJuBf==Y<0{I#96 z^ceRwY3@`>vR`JmC(A}ACI+l&9!SIlQQ}oyj}}&(glf9KII24?kt`P~wnrJNVfA(g zqt?8iPK``W=a!e3=Y-Qh&QPJx9zg|aySJBM*QT1himfUz31_Yy6&u~a|CW-z#Te|T~UivH8t<#Wb6|2S~g6(C9ne0)ZeP<2Xhzg z_76oPK}>V-VrMy>4UZa2SJaV@pO$vXJrE#g{yU#*jzuK#ka--*_1Rk#e`CIzO>@TN zGc`kb8>BGU4%&CO=Fxp=?+p@C}t`WcrZnm92Wd(TW`Dz49B#&XCG>{r~q!OK67 ztof(nueK%&LPP4x^3skaIY4^&3ijKU+TQvaQmyN|Cl%{}6KMK-AxOTJ#6;jj*pmRS zlz&Akvm#~XNvQ>OcSYKxi_etcm0z0{H4IvPHlq1<aVYpkTikB}k1Zym(fB z@T^IkV03^aSug(XalZJ!U<#7jiI2PJ=bey|j3J}l*kG&S37w~wlSZ242 zakG{jk&+JoVzE|HM&-VZW~X1adClfRXR&ZelB8WaVlXyPp+rKfu2);o`P)RS-wmL_ z^FVGS#iFFZYPKm*hFFQd?k&RI191rybs0`C#5z;bGV>Gex%K>aru)T=^#4IO7Q2yK)Jt) z8I1U*A6UJPS)j9*WQW%nT$mK_BD*?=74W*ePVA*@%`V=hgVk(hQUhry7w)k<$nk^a zBY&`I-(j&*xNULM+f@%ZY?pN6j$kP@5g`<>CZGdgoZb>=-UOVszmcSPIA(U z0wF_m-H(b=?*C-i%3}vTTpc)0@*LFIZ3}OBUH!ns#KZ$R(KWBT5T2f%e!pEZ zOiW2(v)>W5X*;61_E2zmlu=q(8Uc!PoX?QDvWhfSIhX_;X_JPi+OlnwXhcJ3E*)!u z^`<9dfzDVfPpwx+Q8?n!C$|7{8*k?i*@B_?0r_~?mXsW`@7o1}eo5=~&*#pNWD5Fb z|D`mI_i)&3#>UY>kA`LDnSXaugV(6C^WO(gqFQmn+8J3plKuaV{NH+4y8B|6Ehvyb zE_eH*anMKwv@t&aMy{w@YLg_$+$vW9{v4&ghcU!J!rOT?S{%m-j89!bhK_C!jvuQG$ z)_t7#_;>*412O$`{qney9Nz%3>srs@OaZ=t_p@s>7ltOSv9U40WEmJ3FsI1?g$F>5 zz}PesO2wC!l?f?eqriRO&p}TZ5fv4M{q5?4dj0gm&d!cO+TES#2Ee(bq@=?e4+BF( zmW+veFaFW7u{f%*r6u)>1wYoZ%X_DLVXub9_^GD(n)arsKWG8~lc2$(-_Hxlx&d%l z*tW@FanLS1=`XdQ`P|)(Om+S>#Q{hK9nNWK&(<6>)xu;d1cCk4KqHs?TEa-kwTi&5nacE&Nflt-TXljCcwCk!(+?gve7fw-X0M2=RM6N4a_JJf-Jl z*7uIl=u>p_QTo{Z9lbyO+K>xapBjCOtG1RFypp*v*%C@7rYP-pmy5%Kn0TN7toC`a z1PJriop6TG=xCFj{xGYJj#gT~Kw)xCEiGU!o0^)ur71{aLL^As0|9m&nCf?U-`$vl zf`YzZ4pYK>e>$lLcsm6Z6)_DBe6U*e9{^rcv$0`CiHiW-r|Y`&qR`L_z^J&`?%Y1#XSeqSJ#%}om5CjI7glN3>G`Es4w-U|k>Sk(&Ol|Op0I+ZsC+c28X>lX6`Brf1 zcl406U>2_FPFE}WxEU!-$(5?F6(5}5eB3-1h5Kx?O559`pNXMvqJ1{^XH0q#em%Io zvB>1ktY&TA)}1!a(`$M`4PTyOs)u9QvvF6DzgVjeIEz%1^Zsf}Z%CKUYlYQhfL!ve z$MDny<#Uv?)keBF6G;>VJqn+*pV}7T_5Eg7CYFc`m|iZW@w){%kDH!ha`0yf{i;+D zndj#FF}++!6ESIW-c*VxW~$r{c~5dP73$>dqAnVoE^puf`6`?x6s4p43MQ)2U7fb(->3-F!>f17XRp74;x<0R!hdRw^hr{B03~#m-&lcwWlSWZ5qmzL6zNj$*3C4 zQ|7oW<^*gT^6^4msE0h?_X+sQt_hgNq*Iuw?UAnFv}H}k$%rocSOSGD#tK{2 ze|gj+%Y0?#h3w_dgD=e5Fl{g0O4m?0v>OsDcdg&q)~BbkgE-R6+Om;@7`IdheE-yQ^%Aq1#W&il|moZof7z0}Z7eUt9qTmCU+Fq?+0k#n8g}v?B8Q zG#Ew5^Y(lNgk(PZU+q9Br%J5)Rs zx$P-PeV$pkHoe&Tf>C#YonrziRRE+rhutVHR;NSxsx~M+CMKGIb8X(boVNzs9GnS1+Hr*7{@i7_3!7%GIGUP> zjJkJpoP6fqScAAl=UVM1oJ-$HE@kAaEuXFjIQH7arc}4rmV(Bvidy5e>gekaPf>W~ z*JBc2E?#nT|HtpA&eJvUssiwqujNgub>CFvULA75`z+CVE7-4(`_}y$hTL5HKW|&_ zYMU%j$3~M`X-rVCc4*_R|}Qkh`F&yP|`3rZOo=Qt<}PWmzSXZu`pUQK_2N*SspK z&q%%}A$o#Yc+)TZ7E#)UGI17T1AFrA7=R+_oW}-UcLRl~HH*%WAY7CnlC#5s)2Xga z8i{1)P0Z*O+F|%6Ed1xp=D8!1%MqDu?(aH1ODcglLE>>pUS3}Ab~VBE0C0vayV1OE zZ!dQm^(Lr2da?LyCb4mGJ?K97B7ZyYbpBx+Akm|>56klRjwcq@Q2j9)7pgv5-}014 zW2N#M)_+?!Vx3u8@tC$Ii29S8Dx5d{i7V;R<^2OdL~3+<^Pzt~hXJcrLXR#z0Ek6L zN4Mqk_CyM7wKMmN0bKXjhXWuw83B^xGgPg6rzl0I*MR5xefhuia5g^xs8uaiP6pL? zrre*fKQ5%O15v|MLq}as)d|lvi!0PTAYT%xnW$E0UIE!n|0n>8=y7^gb8MJ;t2LYj z*3otyi9XZRQ`3SWe65WBfoBDk5}Q5mD#6a+iI<-HW~6;8?!8!(ZaqV86NML0RG`4O z?V96-b|c*0-f;L=b@qLF6;{1CpT;s4WLb`>2pYDURLtMaC^Bn?=k%5I@@&Dp4%|j~__$ z8F>~F9*vvYH97@KTHhAvoOgWrbgZ+Snooq^afG>P{a#&}&zdiNg$1=|7c%6TIX!7H ztZV-yi1LWct+pf@==ND@AX>{wyvAu%DPZ#>m$BwMtc3pdarI|b|7}M7ts=@(V0p|| zLYB7ID|D*3;GHITzN$NTeOk4^TkYo;=rL~q>LKi9jL-82K=7WM1;YM#jzA8;tD^%F zms<;{29J<%O!w_kZOw)Ykf1wPmTm3s_25F#`Dec64Q28;x;ZJZ9<;OfuBGeBU|Qc(EEQA%6_ zGAoPQxgL-whDS#9mumE}v9aaV)Fc!XK8b{&8TW^NV$|uluNhH($G@UEu+ip{tyKpv zM>ZToQ+O*aZ3L(lI2B*?m;Zw5c2A!lF1N>th(rQUVW*ZiU!&WSDbGMRu-&%!9X<(~ zdG3#A5Du($Yz^%r>pF12g0{Buykcn42EBNHR9`6v3(sFhgNd0AmDYGBA+9^r)@Yd= zbSM&9*CpJIQ5l=F^Vt#v{3{Aab95f-b9lN;TQgiDJ5+_EbY0Z}1M`yX>L)=*)U)I9 z8zn78h>RM|i2jJOtMc5Ixt=HlVV3yFs&aF5QAJm2>8GTQ6NycChN9~i*@Oh(Kk=hc zD8@fYcu$SXO6FA2#E<^is#4anjuyQc!fW!W_#>#vr%pMa^I=nor!-n&n4Ckw>_)pX z}*8yOEKyYAXWoef|F9>zz;o;-piIz(_d?2)(txNxS0V@h z4-@qE3R_rOKAicyjR8V2u+jLacLiRqm2`gHr~v+k?x*#$nq@S;q{iX_X$2A9l*q^u zph`ByIm_$A-6{TZ^sDZpIhgi0^cQMJS5snjM81p3xlU@~UuaurR2;K3`F z{$1oZo6!~*9+WjDGo(qWBxwVvy;UUB1;B8oAx`Y{1rj+Ki85c{4Ky7Kubv(fc&)u z#uqSc_+}@MrY(p;0SaE)km0vWhA%cJTSHh%t-nlgWXHmE zbt%V?l9))6Ps?{-p8w-aX^zFz-%d8i|EIt@XbD984TyRRp5ZFhCR{f}C#VD={7gcp z2LDb&Nbo^?s4mlHUUu}X@?A9yVfDEi>(|J~$K{HSC88({oR%bLh)>QXG7?#bYl7J7 z>n!X)ZyxGyO%w03LvJ-pHw&8dKpD5_{jRj=mC>iDtF0FiglTvJacLuLt<0ywP9fZ7 z%@3<)*X)WLs*}ZSKa`tPc5d4*;5yy>Nmf3bI>CYt5uC^vSXDcd@T5_I<-9bw#QVhI zFX>3d8G!m@@r0>TJiJh{FGzx(OeRgf2OyV*^n;)>?zWN{Y6 z339%>Mw(zC#{)fZKW$tDz!H4aT=poO6SC-`h<5iA;aIw4L=6jQAZWg{k2DcTLsQ+V zxO0DyFEg$}FudQ7^1}+VMiG0LYkjX+oBLg&1zuKJ6|Y$DpHP}>wK0H_b18uGERgm3 zy2-5DR`xNkPjhDGw0Y^>DMV3K6NcfN!D_kgi!P|=a6L(rDe*CIa>NO{wDA^l)L$6G zs=?jG>zilpX{_y0^ ze~Jgh^Q%p}w4W#rs0MD3a}gSJUuF?J{a|KA;xZZ8R2gRpj-tw<#HQrg6HA(<7DEit`2YT;#1j(=ktLN`Lh%Vj63DSoJQc@ItE(*Eir}0fZEgft~XjtO! zTkk73swr%!$_A9Y3s~^gur!gp$6((Sc-d;8!3>2dRng;pA-^2cY#~!yZ?KTG!kftQ zHWKSGn7+7ubkOV+B1uj7(eQHEjvP=Y45rQf8?X*7m|d4r_yxcJgQQ8V?Th&d8EAaC zLje&G=BElPBvFPyAMeyhgq%O+j^srfn>9eUoce%zP`O}L_p)yR5Z z7kdMH3Udk~_R=gWrz-3Z>C=`s{ptpx^@E=jh1~*l(mQ@6HYX`9Xo?FNz9Z)eoX`_d z-OJt!fF)qJz^xFT`uJZee0mC0-fSAP`42vpBPwE#D3UDk5PxBb z+yHS~N}HSv<^YdKganVwzk$wrm#k(nuM{Q41;O-h{0-aEEk5fRPE`!Wd|N#gY=#g5 zdx9*{R0>Hs8QL{$;FHA}%<=L0;;EiyI;Tp&Z2W$iLVRu#g-KNOn%@)Iok$?)-@kHX z0z^zal|GxrLq~2pr>$?uH)8SpF|X-pdvc8)+}I0P;rsVc{)H%Oev4H|~`KZj0H+R$MG;lEJR6@7B;S^vAxmys+1GNyhw~>LIM?_6fKYI&=;zS z*Q2sYe!RcO<6LCLNUC1AtAFQf2Bfk}*Wv-%d zPRjA+Wc}cMxV!baQdw4e{(g2K6Q1K_74fqjKJi`i)Wjy|TNHT}In`0H(57r;{`;Ax1(7A*P+f&N~Y9Po(v$g9#KIq&b~ zGAixgDxTg>&*J|kj15CliXlB<23!^WHnR!Dwx$Li{TG$H+&HhY_fQ3A@(fCatnf5e zg%_@R>2<3zgAa)n{CZF(Xe2|?v79MuVdTMSQaAMirgS1t_(|wVK%42cCg1MP;3v}v zLzR7c0uZ4*I}!o=p7@`5J!w7QombnVHx}AoXuvs>F1}j2Yw>X&0z*8ZY4O}aP7ou5ockC{D9GmOZDAbAQwr#PHaIvlAL4Wh4=|(H}2@JBGs}RcC>^ zxaN=%SX}maxTr!QAq7KJ53{@G-P?Bir!{3~Wrb;V-_-*kRLe@#d?;8L2GW1#XCE9O zH3f_9*Azg8Kal=4GJqK6pMEfWnGwNRXTCWN7eeQ1md7@zr3=R?g(!lU zsvREjzcbdJ?s8#1Q&Lf>Ii?~~z4HvYiUA>>SZ|CG@^0!mjhp39%%H@8E+SSUHFrNP zh75+wW!t$D5NSr z(7=$m_~c^?WGA?z26N+pV@KBkk=^SiQTJhU8yU) z3E~IA)ROVEzLaqsDwg-VD*_I8E$wN^>_0lI*`(G*I*f|iWDDC1#YaUEBK8ZS7#HTY}6Y!a=*UD8K+T?j{ zZg~Yx{N7S0w7lgEhjmDtyoaSI1=!P>9Yj0T!EHG~Kt-o97Q39U@{oaJGU>bX`Gt+` zU$;V>2LtR0EH(-$9tA^UYYvOnFkkqlZgiIASXPZnT_-w*97R*DfvCW9c1gvO^{$Q= zXuA(@TWn)6dJLa;=3D>a8~qGSE8n~fBCwqU6)19K)l;A@9jl3$TYoRGBG zi(8}xB+8k!ZBr$4$8HHGEx-5kTJz!c zBfIl{_NVXEvXTh(u6)RjzdI}FJ)%q>-nTh$WE^v{eRCuUVhVaT8L)M88LW?t;>$fZ zf#}_^gumD1%lYgRPP<1wpZ#Al1K1R9W(I&#nHe5mfmqH7vC1v3FD|hapk)o=wj^35 zY@XY*&aY^T{5ICrpI^Vl+8SEhA4`}vhOvmDvvx}Xgn*q2dz3Id|8+Xe*&$1ra%5ey z{)J1N!IHaQmVcEg0nqbXt^GKSpYGCgh=K}{##sE;$=w|7@GA)N7ZY&)#I`Wg6pCSd zzU6aHj#hDGVaNVUx>pSLj<5b<%>+49K!yP&%$qllk*M5dgc23Hh%D#FeNOxM5!s{a z*06#FcAu>K=c{yf)+=Lyq4=3kSCxlsmY?iv^PLahhlNi3dpJqQ!Z?iN-_gOuR%M(1 zs|VuZgXRvb)cXHTt%OeM(V}LA?b0*%ME?*SWPE|4 zY8?lH)PsdAo;YE9RvBu(_B$U;lTG$#xnUWU)b5AcDb%r*rtWjh<6#%kSFx^_XdvS-qlK*S-Q}?!09C|J_bN$XI{OsnZfsqWki2j5Bsm*Kn?;ums?i8vH{;x42HyOYV0=xu?`#EZ*vgA)_JiLBS` zpqd|9?=(Tr>@N3+qewpOpcsV_z&YQ#8TxMw6=~}2VQvRfUx^*)_y|7`fAE1%^toDJ zZ6Aw;X_yyYcPafM|FmG>FyC|2Fal_Z`J50NySuEU(;Q$bbWiV2aSa}VwkgC-s85|8-fA|IYa>Sq({toP{wCK>C_eW1*>^POO)uBdW!;4RdGgWG{Ib z>9za6CBOQ2Pd+oetzYR9iNgalkHp&BzMB~}lSUOIzyREfcmuU5#08?btRodr;-~7v zKz4;A!HF&tDDQC?tHe#YQJ9?(CNpTiU5gNTlNxgv z-v;o$84wp6>ZV*wL||l>Cu5$W`h>JS=}zD@D!WgwHXaP#QN>+W&ugfzKRGui_WYfK zXsFJJkl#o^85!!8)>B9JoEvU62^LNNdI2g83w4<0oLY8{U4WLpI8>EBY24oE& zbrMJMB77kSvLW!`7r>D>qe4Bpbpoi!zbRmafCa%w>R>!+fd;&f+ghUUdHO0hR)+z{ zgzOkgqS=|5@BCDGkqD63X%7t>cPX8<2MYoA&qC!djz{;yG{8#?<%q;I+lgyW^$0 zL-%sIhxd_KSQ7EVq6aLhl^@nPXt217|LJA@7Y|@L5xqtLN*vOZ8NkFZNPEP5JOPB| z%-}N?vJK5v&CrTn%`w6L4&`t?z|ACcJ-jP`V&`BIEf*HF+vNLJ}Ch;+}r)} zAbeMm9qy$^POn!_vo+6iL#Rs`BEzAd|J}T`{x`Qwl|ECYU303%xRE|f(!C4kn7c$- zfyA5nOOGs9aKL^ew0^7XCHas1$ z=SZOmBwwI^yk$~=FQnZlNAs$7dp;!HSVjQ9mH#bFagX-MP(=@z3_0png70?qK_Y#_ zgu0Z!kzAMU&uf7pic~sW<4?33Gm94sRn3yM)XY5gNdLBp%l7K?C0JK+PT?x61Z`AE zXZ3=>zKJ`ZQ9)FbBF2Iysqb(Lz^eah+RV^Q!<7n23|UhOzs#Pl744z^$WTM@k9qaN zs#-}RuxwP8J(raadbk?V`tITz;Y#^d#ha3JnQH>O1;;wRD>&nOQkDPPI$Y8N^rZZk zZaEXKCHBu(BqQDN_*twt#2FgdAHWQeVlfV@GNZVot$KbjF=}i z>FEnb{iIAjQyf6h(ZK`M1}mUn0HLl@cVjffQ{aT>dTdpfW)erDfhQf1dw{4lbUjNg zg=t9YZwGU+YDWMVf!wzG-Y@*MeBOA%QEtXe{47odiaC`ES1V64XVMP((*T$1-Q4D8 zJGLs}eZuvvocH-hhqiXNJ@+Sk=KU1r3sWfe<}637C;qrQ&Q9g+Ul0C9*09! z58$@XC-*tGYYheV@KZKk$#n~LA_9Y$?+mNdv?#Pk3hFB3tx;E(Ry$JY9I-$BK``3K zsQwfbi%Bt-H1LmQ!b|=qFaRXqW&Tx{qmK|qbe5T4rnt*ulRg_XHT|2&{u?RX# z=w6SsgFR7=vz1sxNcWI>6p&6ffG<2))O|_sWb!OKD&4;9NnxX~=yz=<<_H#A zRB!*bw|fk&HV3HO8C4-284{1E>|CPnR%_(cqKVYu$co>{=-@}fhI`B%NN$dCV7JeK zQ2ql}gca~C<0b7G$;;pYZ6X7uyY<%d%I$pL?H`7-9jK4PGZ2~yq+-51P|wiVVtJ_X&OrZtm}nZh_N0;Hy2(HMdsIqZ3Jb(C z3I^6X3h=r*5}99MAkaII&B7$f)jU^(YgoRHx|h%15A)w19%ggu?WR2O zUP!XbZFfqx3sO_L(~#%B?mcE612ywn>xrzYYK5}vNye=u-7}HPuY8gUrzp)Pqu$Cb zNh9qW(BGdfv~?7Y`j0^}|D^_U?HQZS$8m&niNEo;ODC9SioLyc z0hBvtJQONg+Pk%l>1jb}X=FeVJamFeo0*&Eb#-O$?HNT5Vs$t}zvMQQVabv8PgniO zGdQIIu1m$AGUK6J57eHm_C0Xkzc%!m)LL4toObk^x7~cEp1!wUNEtA)M1~QIo z7Yt{8Kn@Ni9L?N!C8+(*8?)_MW%i53`*U{h9f?JiLTZ2q+;@;=HC zHV%8hHSw-8`o3JwJW|qBc!9dmm1zx`E6C9X+6oM$i|)bSQ*|TCbynmj=w|W!kC)q< z37sxF?psoIdXxQB_@>_6D!0ImmkbC?h&nXCbO6Pb5;48QU z#(Xt^tGjjM;eIo()_OV0@K5mn^5u*ESTa+`&4QLp4u2M|uGgpT&3{eW=@1$o6e3?rl7Sk{UP{R);KY^FoBADCbWP6AkfGsgb)Ee zR#^Js|CaWv4bhY4t-`WSm}-F-cxLvGt)cz00q26XD1$j-;QJHv4UuFvWT|+7lV@S| z*bDP!_$b8v--pLYs1xX&dWRcJ06e;Q^&-$xJy5Dp0JL%&85zl|t4jh6KT5?iLh)1% zj*fuEVQO*$Lyi=V|3okHytzX+t6imrp^3fpwJ~*~gkF)1 z9P+`#y^};oW(%N{g3*6uE~b(tpClN{pA~~mA{)6i>MDB;Hj`!tNri~dUdznPOMymL zM*(iL5TwXrhWd}GEUx0?hZQ>X`~dQU@p?Qe0o3=@AyOZrO4SHe@W9#KhpoFO7J?|C zXIz-vd3yffO27UzM|_)OEc?mYs)F}P22+<<8sJwH(iMd;7O@7973~cKjkDK zB>ZQHk(7}!I$dde{=?OM#1p)3a{#!4;eK0jVj;jj?l)%2M4j?OwSGnZ$KPemt>wkE zw|J01oE?=<7a2)15*RpgsM?jg&^1fy4VNH3Yp43G0Sry(UFX8@0}jg(7gS^MSts`R z;9MdqUW$zRohgtRXX3h^srV%dz)}MonpNqlU^(SyfcuO@!36Y4I!gvaueElI}VCI0{rQLu1V}LFBUmHb3W8+1Mz)RS1b$51PAguR!0I6R6vfE)^ zNDI)rj>qG$M;_w}0t7&yxCDA+&Epn!L9+Ue!&gLBG!}`qf6;a0eO!Ks*czT!vZ`)@6591 zk%?P8R@R?XdM)C9+{@ZVeTIt#x7nJOgpMgOm|vy94W`xZV(hqOp{DV-`E z(k&iZq+7ZqB@_usr5gp5?v#>Lq>&PlMnFOu1n=CQ|NGuC?)`MnIDR;Ae4e$}o@=g| zzeyna3zdM#BEk%!EG)`Qka~?8VlBs~~7cp2*?8C4R6( z??&Y7nlSgJ;_Ab`-iji#bIp^|S6Xd&1%Gn&Drtwf-ZmPz8|XF1yn4k6De|u=eoHcV zm>4qaL3tQ%k(`e<;PQCZl&T(iWjnx5nOuYGuxlDj(AWrDb3FVsr51y zdTAef7oqJYB;k$mZtYV5>Ovr1TEo@PVb;X}zo7)vKlAXn_hy@|(^q%3UfaFeiekI# zp~j&{-Vaeby^P=6_4BZUQYHNyMI-}ufTD+4=3<>*Z31=qmw=gn zDwF&^NiJ$A(%e#@519U??wJmXEsi?Ax$W6~KZ*M#;o6fSN5d=HXPs|SlaFTI@j_fI z;Zbn$J_^io&P8kdbDe10iKD%EWY6R@S;%vo_Rv*i!l|=JSU}Y4;F6jeH#Z+uz&c~S z0yMTdgobd7?T&!-TKWU&x_sp7FxY@rpjh?A^7B~A=pvCROe%#l6fJwYM5Zqu=c>P<@3B>^sg^& zDu${Qw1R1Ta+A_6G|(axCvxp>rK}7Q0RR+qrUu`Mbe3Y8|HQm`6ey!!lvvrQ=Wf@D zzdUnAlH>BgFSatz4TC)MY0G-c#VuXu&?eeAo~Clxd~w)(?Z~_@?JD^7d9Oko%lg@w zxPq}0qn>X)HeQ{qa5v{F|-MJg!BB{X}8n63EK5Cw^o`yFytgEJLDPq=B5xVnIFq!i=71d__ zzQK>h&`Ue-F()eVt7_5NMc;;}@lVTx1#uJ}#;&)Lpf8*wQuYhO>SmgRrMy9|JuS5* zVZM3K7H`ND_X<}+CziX3ky!c9!1Nfj9$AP1R8p0kA5Vhqe)CI5gHe0xS8rYgqA;B# zC5FPB8C_oPEQaZLU&CX6nau7EqDe*(e*t~dT@2$f%AA(mCsr#DQFC%C^2{+Hbg;1~ z^N_maPjZvpc#*@|K`p$f4dg}L-#i-KNbDc^Qc>UdJcl`$ad1Fx{*E_~U1ZWes~Dcw z`(UZ%!s*!osDK$zNqzIJa2K!EWw9$exO>8z_b#l(Fq<__nxWk$J3s--$xBO1e{b1H zEk$ycnO>Y723+g3vv3X&BPf2lUf?{n;Lt@vuK6+8vxI;w6(hppBv&)HrZ!A?!eRP; zGfv`{uHil!&&iJ3Af4-1S53YYmcxyvV+3EYx@s+Xw$2RIU^{JpBsB^Xvo8+{TY%Z~ z_X~6$<28=>7X421uYS4^-*|q^_ebOf-7}K`B5w(s*-;E`Q2C5WOKD1K6ROyGMU!UNV)#TpW8^? zx~FHE_7qia?FpBADS!O?ZF5QPvzN*dIwR--6-PVJPKPhq<{WYzeW7N=28TsloF=rR z{Zaj#0{A@8iw}j1rb1NbH^atcp|#z*d?2n}LuK!K_3eH)OPW)eFG>_bQH-x6`bs`e`0|`S#r?);kn;-rQW?9aBU?WvR*64um9@<39d;=fI3HpG zqIjF&lzfNlb_H=hN=l+rQYZuj2?hO>Zohtim5!^`mt=*cZvC(;oYnN!OxvGeyRr6V zhT_)eM()ni^_zmVmgnOSgIUP0;)b|vopA+2cfcOh@5YAH`99~j=-K^Z>)RL@NewSUKBwEM06LXRkHOb_1p;Gl*v&voz= zqv@rxptS(1Ou=b_*ZqWz6Spw>Y#` zI8Ik#Kxg_us$lGGyyAj_XU?ss&-(h5*woYRG7yVb3kIkG52p{LXr3F)kCps*aXhaHg}8rCdZh@?Qv%M9 zD*aF0=mHM3Ee(2pdhJ8^57Q?B-QsJ|6U0Hb*m}O5pOf>%dp;mJ=wkC>z+r+$QKm37 zn>xKI$_=HePhO2dfu_iB($AqbDDN48$j?&imX;T6Hdn5a;79e{Ibt78z59y@eIabU znp{av4h`Tt%{#5lYjqu=So_d1iz}~9Fm0bAWJdzcM!$crNhxZR2|;J}`z+{u;`cqU z1-j65t;2OsPfzjv0YN}txBzS6S3dm(cH)m_yrl!*3*~?py-Q1_6D2caPoVRc?B1{) zE57Je%+fI3e3|@-ydOmtk%5Hgi%vPUfvk|@KJ=af3F`p42ao4>pj2QReP{=YG;}~E zu+Ub1x27-N=50DC;LU-Kht+7s1D(bH7oqJZs|Pm1`FRTde}XYUtK@;i0!0n!F!BEOIDAOz4^3i!7jUOO z_Qf+3o~JZ5i6Y>z$f&4OX!lT3RkeV-qN}TG7uZ`!>*Og3Z+&>G4&ujBi;Ag#@^lZW1oOxbBc`{;fqico`+M0b>eP*Yq z#n9D%G6`guGk|q|IZ=qStVJe&XRB>xc{wi8eOE2Nq@-l$D=$BP{5<%N?BaE;-|@nx z47aUqji(k8v2d5$Fy*YPImd&w^VwOqD9DL$LAKBXlBAowS+?lNCT)dk>gw(p8O`c3 z;wynf$U_?Nvx?a7%ndKu&$=lmL5|M)^3McmtG|8qmVv)ZBMai7#nF`|;kUlNE)8#< z12;0yW!lQ-NaWqM&vZ~F3FIZhph8;u5LVoWzi!t(3X0*xdN5+MhXa3GBb${-IiUeU zGs-F|qFYU|f+G+%FHxXP9SNV-5Ltg(>ii*v`YoQ9)|^TAE{FC96?p1N8_p4GDk>l7 z+(7l&s_ZQ)F5WCIq#O3SU!Slpv{XYu5D@-ewSAsoI=SkN7pZm<2PCcos9!T+cQPIr zT#2`$%pSrj8gs{5^o?#^#rwEb`p8Bd%d`^s`YUWG{+R5*V=mx2~=?n1W7w?1u zY40RSaZh&E=1UtUvC5E)70HuunVqFpa3M#xv+mZRy zg4Q|J=39MnQ=#>*55xT(9XL$8>-6+D;%qqrvOR1>rD!j8R;@q(EVPA#K=8!|=k?pS z5zzHUdtYr&t^WP!i@6dD+Y;KKz9F!v{0+`nA&zrz&P2vuhgBz`K)~}iF9m6)_tu-) zf6q~7kCCCFNrqPIA#1C4bf zygKO_RymF(u0xDQ4xR%{rp+&ws ztoX51gJCB)cV|d$+Z;-buw}C*gfn2H>4F4g5A}9MkP^=PG1exlnUNci6h(U}>^VBV zz|K1@uQ;r3V04Fck&RE>S}32Dv#v?DVYmO1KnJvR#hHgx91!3f>ppO$h<(^9b7G}P z=zs13-XLcclc3lIQ$bHQ24^;A{#5~+1Md_7ScXs7?8_`IE}nd#zZ}-ny!HK>u*dfb z3Z)l9)wQipTy$>dTl7i~W1ap9X1pHUKRs`T2)S-H567@=*BORZ^LE|K`Z!9f4@Kd$ zSH&O%Z$6P~HpFCG97eoY4^O}_p8EShWZ zS^BDl*^AFKs+KZpFw=^DmN1XSW6sWpujj_yE@+b@1Ap))tgEugi(a_YM1fsVYee_y z?ED~~9Ltu`l@CEEdH0(cunVzW>ozRJif1aQJnh#FHGV><2*Hj!r9>% zjNiTT!-85RO)0j+0a zi01E=o1Wy`avKR?#qPWzpHX?H^&q|JiHm+nl%eLeM>4#rwaqfl!3U`qv{`WI`H6vB z^-9EJ_y?iD?VkR!0@;H|S^IxbUu&W{SpK^ZHCTw;Q_r9J2clKx17t!w%q_J^=$f4P z@3C3lwtXOlM`nXZ&MjTxeywOQVs{Of%A22s2tAZ`wBX3w7UZfIyf?`_l=M$V6qz&{ zT6}=@?-K_X7hGI`RLZDKg4mMS=vM+RsYEXr!8!%J74GL&wwoJx6vR@*Oaf=( z2uGxDZKrt0|V{BOgM+Rjrzf=GsaQxMs@Xebyzjwo>SfIOTeEfbO7@K3m z!|l+N#z%GRjb~SD2)+f1nVA_!hK6kZL((X#eJbfVN14k`~bQrkj@B! z9Mb1=PBt?&b^~d`cm_$XqM1nhd&z_5B=D1-U8Tls4>+Fdg$xA_9-hTO%7>l85&C|# zaawF{Ol~`3k#FB>Bk^D0^nS-XXZ`;R2c-xIrB?UzJ8Lw?M_(-kz)y;9#obH^sBMnv zaP{g`tEgnlX5@do?#O>Zn*{4{r5vuV(7@u(Lm+TMJY#W zI?q&hl1@qMcVb`;=c|weLQr|mk?DNvp3Cy84cE3iwWJM_~ljgX(sn})D-4S9Gn zmWS7cne2q3qX=Y1+`Li;Si)H?Mk7%@;Mau6uT{M#_=Oll(Emt^3(roIX0<=x&A22` zMVtkQyt26XU2(kWY;CT<(zGZqM4@(H3D?3x;qb3=V2_3c$hgX3UHdFKsD7(+aHv04 zrPnEfsfP)37(#;q5VRrT`lc;sADwtGSlUN>=>KkyPsAEuBfq*$4$(eluzMY{Rh^NY zn1Hux*J_O>k#!VaPoWDUr&4a210zndi}EM>tj?suKgF>)l~f$RL*A583}9mEkQ5yJ zy9lUxVb>2d!1H|{@0#`ieP-iCX{`Tozm0|9)R~wNBJwIMaim+-KZVtl+|6!Wgm{WZ zh*pR0>kOV=Vj*^-IV>WWYWBjh)ZRwd99ufd(1 zH~90f5Nc3?n8Xd?+4n^XB;Gr`L!Y9~(o{u3D%RBYfdux^4px8)aJg00Gz1bbSfp-KHagkTEO`ws-jYc-<}VANS)wS|trlx`CsEeXH?5 z-@g4)m4Q>QY#H?Z>h-o03_^(mt)WMNIF^t)?bn=Y@^r}VskU?`l@q>JgW+At&XuMr z$g?rFhS+Mng~ss(;EymdF*QJwt+J9*`{v;dOrJe^+#cLL2WHU^#we$U#Gc2 z>(FPH$G3!=R77cR45*~JcE)gHhwu$&y5YRe&qu4CR^y}STHB9LOH&C9lmwuQ(5+kf z9Js{9#1hAZgoJAg;q;i_p(|7@u(BH9C^&8~YF^JdIX{8%~!g9}z9>MdmEwR-Ned6~?C_c`DWpZL9O-5>guJp~?;$ z)yO-hz}9H=WI*ePF(f?OD6N@3&bx~b1+RB5XcORa&jxZy*MGme4OApWjTidv zOaCt4@MoOWWzxkX|M?^Z_$00R@+bDE)CVIUQsQsdwtWDw{JI`fFbyll?$&9_t5pr_ zf(*s58!c^eaEkx^jk7!R(}}1e!q}xqHGUr+><|W$K5g8jQY%-}TQ+YVNW1B~1%)$X zhYat)nODJ>oi|Mu%=k3QE5jU754uJs11DBtLZsEhnTg*Ef5}|o*josm3oQid#&ey9 z3b~SI8)VfWE-JImNYZz_*Kle+x~K95Z&9e@nhl{A!w70cZZ-hosQbXykr$ey=bO5OlW- zSfV@3$V1m)9aymS*aM=>dR7m5*U8|snLrf2!)K#oWHMdNoW^-ymt^ z2d2W3UNJ4jKS=-#I-8X~jj-Ua zz6^Z9OoUwlhWW2wzs`hXl9I@8a&q?f_y3r@jUw`BrV9oToYmst<9G;!S z25CssAX$`^l@)wi(U+<`jp(otD=StAC9@HPhr;XwOwi317R=@EkEld5V~_yIZ5o1^ z+1bYzhm(6g;>Mm6|8({A&`q9Kdi=NtA_QeR{19=KC=ck1V>I@fwnEvOYfeT&f8aVH zg$59Dgy9C?0Z!kw;^qoLPK!!?Us}am^4dNtuk5)t)Xl-&LMlp@S6AI2K6hnf zZFjqQCjp4{uk@h$ruYpMM%B*;rbD6B*&Ep$HJ`t}}BGbs{&A`mMC==1dw zqxu+7-2!%_EGW9AhTT_^Y2Ct9#Z6QdKP%N3#$wcZa`|n4Yc* zY=7sLJxqxCAbU_ep#tX(*#i{Bxms9Q@bL2b1rf@zFJF58(R(28@9$r}tC0WW)Hp9MuVLd|vF}Br zhY_IgHz&*41qBm7@igOSYIyhUYy#rm2LjU&klZ?L)dgr)54Cf~@XqF2g&LqH=5YXd z75u1n;P;~!1=I(fetJm3Z;oExdUg{~Dv0KZ~G&6AJPZ*XA*`9+dT5Sa#vMNm;NC>R%~#3!5h zMnJw0Sq?yW5l3x>H|U2aKGqo&*PNWs{}}|Q3J`D$0RCXTbt^em>M{lS6B9!K(jX}y zD2SkFkk=xa9SiKR?2{88B#4W!B}}A(_$ZbkmGx73i;|MEM87g*(!}otP>yy71cxg8 zj-9-I&U6C>xEC}Q!XyLKXfAA5FP&dBvR%J--VP^R(;>hL_0nvi5ii`P^0N8mzcHM_55ITB#;U5;hL!v{hY^M+S!FP6A z_K}JqFqRPb8Nk;BAhiDXi%yqG;Yc<9xjgUx_|Y6jSx97m0#{NIG(ofX&MFKf*>A(gW7DH*)v;jv#x zQV}+>d%=Z>l=Q>z)BXOz!PS2DY*5Ij%H`JWaQ58*4}@0XzNP^lJZN@CB5W5Z>_dc- zH*gQnYx}D*=nsU62unlYV2g|9z#lt>SgZn&#z7GkLhcHRtW4gs=PSk*0HhAW4wjZI z)FO_iyWcy&f=dSXnw-a2>Hd8(um}OnEXBaf8!L73LldBJ#0E)?+fAEAB_+#)VmrVe zrk&(^3pt)j*Chp~h6PL*RRU#B)+f6Q#())qaE&DF_JFmZtE;OqjHdvly$^fB59D1y zt|F(Km6i4Pws#v`k|skMZjHwN5Wa@6OejqA$b`Fv-}#$3PwR>K$B!TNTmA1u=JCNE zB0qpsAH1O)c$lwWjaNUXD?;dm9-=%$6Q`9o0bB$`E5H;+Mn*QAuBN{&DS2I5`T|Cq zL_lOE@TfYw5=0U?Y=Fpvj0}RGCL<@Wf^E(6+rGoZ%xuu)aRV@k0LwkPnY4}i1749J zECm=^zJ_!Vzd)8r@j?M&KnTbW!Sg|`MI3U?@WVg|qTVw$Mhd9{jI*QqEjyj+^T&Q* zsPPtbaR0--+v#S5z)rbVcFdJ4Clbo1_>Ur^vb zGwF7FN5UOP%0PsD;2)8mmWJS-+nwqmn@V690L6}bzV9LRdpN)c_A>gF;3X5r*2nwS zx+VG@AVF`7i$B=cUfFnOlBuB>5Fi0LL3wS!%E0CTa30Q?#GK7sY2s2P+-=CH9!S*v zfRx4KpCaimO!<^Rn7o>4wKU5>OnZ8IvV6G7@v6A!CpYFHPmJsp06A&kNP;Z`$BcxS zc!X4yfhgzgTb%F@sL~*DlG!^s`k$!N$WA1NqF8oSo;NR`THG z0QN9zM-GI}sXjd^DJg3TB1&|zg_ApqMn=?Nv;5_gfo}h+2jOvBG+ro#nv@qp3q6dh zQOJjaPKXl%%xK-CDeFfGJSUhToBGl}HH<)Qxvvg@zNuSthhUM|;+lE&w68g6+1}a) zII6_4y&qr*4sx6T91s6w={IHPLl&2vJpJ=Cu1^U5lAQdDJGF~(_Rw3z)oq6{FUB`| zySue@bupzMJ>vFi&IAS~gcnhZ%F24ItBL99HQ~o7!otE5><8aw8r|8E+X7MDN{)_P z@$vBzZOgQ@wCJHSB&4Kvj~)S>3BZ4Q=NBw2EJXO2@J_+)Z832k;#F`)2D`LCG6)&$ z0>R9U%}rFuqpvqsZMBxZdxs0CPGe(Z%@)X1!?Q0nrR|^kLrxSy2Yv&jeb)B7?cQz{{$}Y&tOdq!n}Znlf@`MS~)N@^-LbK!gv8|_&6|062Ni+Pd*4L8{m{# zY>dCPw6fy2>?1+|ZBS5b(Hq0c$QZ1g$hJ3S5o=aG-S_dMXqn6bax-dijJq$s|NZL| za@+ZuoWo=&B@+`mBh+wH-g2UWnNn^;Ykc0@#*o&9Q8?e>Vh2;M#)j#x zGh$Iev;+=p2aKCa5wOAqJ8&^xkq&7LINY4vAJ@?YZvbGT*I|=r945KpUp+$Nw1ttqPPS3>|yIg^yiCdkQ#xiWiQ5Q_ z2`s}>^5Th)U>PX6y7JHa?_Y%_G2gm%U8`J3uS8$Q+L{gG$f)C-$*ihLMD+AS%l(NU zF>o-V$hohKZ`Z&br4U1-?B^#Ib)A4$-*tYB9|rT_cMi!HD} z;eON6(UDV8Q5o8+cb*@tdo)V{A_TVF6VWl7xh7An0B1OL290hjGJ8i!FdYmkZooGw z(9Dhj2LTSbd=$A^rT*=;40o8>1+gwLLZkCIGW@n1VZsemJNy`ZQ&V3r2!`KM(+mM- zDB>%?vW~gRxOsVPCf@x6#TgAY!FF&*flJ8@sru?c(c(4XjORmdjE;Alk)^qN1U(cK z5J2R>WqGF<(gX0aY?dQEVUiF86HM;x-zxxj%|#YErooFpi2Q$E96D1*9jI4?9>u}K zgE{{8J>qlC);mkBT1-q%BFT*5FJCZ=Cftv=rrig6!Le9@u>e2rtU{TKpF$b^-(WX( zVJQ?)ASERxzCT!{GfzFvf7VyKt$ehQ)CIXfOe6^KU81!kMeS+A4l$><(?uRFh7wBV zl$FIiyx7q55zi8IJ1cbYC7L&0r~%&UQg1ABgTW~QUnvE2k~cX=AeeY9M>7r*^;n@Y zh?@Xj*tB~#*zQ)z4|*WskqXr%B;b z)sMyH?^CRcbcPIjpfzY1!HX^`;=sI0)rE}WfV-WPP3=U3u^p;-+&^*G9}FxdTcz&q z?uKqdI1uK+L3zp^jJ8{gD}4s0JlLe}!>(W;5H`h{lp`fq$fO^p$Jm8X2OBnK2xU-% z8Fvu6usGQA4RhN&BE<^%5eAP~j$TYpE5z)To=k8C)9>A*;&*}EMqjRNNn zNhKj%)JsTS!N0$A3mLK*GE}-$JQivuU~CMW#Z-|;hMJ>OtpQ?CV6-o}4p%$kZ1*R! zLk9xl#=&N;-;i^wQBhTe@;S5LCwma3`4;pi01kwhuq_Gh7F<6V+}+*X-Q9w_y9IZ52yTNDBzSOl3+_&kAbHJw_di_Luog2t zJL0ubeffCS!sO<0IN|PLHSK=su}Q0wZUH5N2DJmK zgyn_!_~RUe5k(3YGDAfc3>QKQ=TG*3_msI}6dX%GUVfmhprG*jb`?0XcaxjGM^y9u zdju?rUm}m|VQ#Azv`GUdyg2TH;J;VbE$^eed6$~jR?fref`sWKK86v#6{CNDwRrjX zviQAOY12-dNsQ27$S;IpNpoND2?%WL?V$@hJF{m?q#zqSE_8QycYjSy4IkY#nvI|U z$7ST@L0nuo^~>XtBmvTDYM47aJF&PdA;ZIx=N^0(78csIn%};Cqo$!Ls;c^iPA+NO zwq99ZU*6rFS5rf8u4B1eX8@w4ES|My#*d3M_}y*DYxR{iaBWG$#7Azc;$LEQGhc~*_?VALOwir)$9zf+LuV0|Ny=f9}(h7d}4zN~b$reb+5QGU#SOO=-uCcNKWyam$w} zg-YpradF7^@08d~hVr(yw5a^o5JW^o=9ZRVlL46T3OSN;a)=*G!N?eYR1laCjfmY~ zK8o>vSMU!F3FdjyF<`(k@I?>Uk9b@oGc$6o4JXLw=V#nF$!{?+-Vdu*c${Bx|2>Te zX*U>unw_0ZO;5i)68e`lF(L2JageTD?97|T&dCY(dv;M(QvZLi#SVwfYHC05-(%qOX?6V*5SP=VTZAuzddeejKt!Rx3#v8 z0n6lKYFhky`QvH~Oh4ZH{-^#xir8B`-9qQ#%YGCa(Oi zd~erU><-4pWWCp#ZCs?JM*h3e(9jqS4-dZuHig({n(wk*Y^yi0mp|au%Nqz&;60K2 zR#Sw}t?Ldc0>laW>gr#3VRh0E@YpPW(P`DC0{>Cq(*VhslF(Z-{W!SGc9GWme5KJv zNh!haanp0WZOf;cUM3kh#BaAm|J(;l@^Q+)KlOp5(9qB>T3Q(!Gc%+Kcx;k&RaMEr zA;{pMbB`Yf6msdmfS^i$3+R3QdsaVgHWHu4$H!+;zf7l;%dNu5z>sF-wFCVO9Lw+* zG&*ki;dzx#C7(%(gM%{;tmv&-f&k^V^9WJ-fhS$=wm70V_g+XJDIOjkHzCS~1J~&2 zC=wnkRM7FUHIVi|kRN#Vz7X{pC&tI4yaogww*W~KU#41#%VG)zk(8A5<;xc|Z0rb- z3=ok(m?&4O7dcdg{(FIllN{*szO(-N6+})R3Shv;j?>da8Bb)g(CfD|FSxS<%Ln1( zb*qnAlCG{C8zK zQcB8*|HLAU8?_TH@FE99fL!Lyi{E}du~k_p6disguTb`};CFAo=cNm9iBp~3yW@e)k}~?G^Vb+y-rrxq_D|8B zgr6XZfPlc0pP)J|*5>ABb8|Bq35gPL6gvhwV_ZU1^mE|9m+i*&3u|_K2mp~$`L;gU zw&2GMiE3zI4Md`rmz0DWGe@m{Me+YF&;Pa&i(&z=hJb?k{c1f4xPU_N}_UC%e2LARDMwJx{xc zj9u5Fxr$T{ZF~#h&lcB$XmErcjIg_@py_SX=Qm-T-=aD8=L#7I)HZ_09a@8y3?kmr2$~h>VCQ~|G0;As3+w9Q z1GopGpnwjFjYX>Kx|J2S$6a5EWHHk5Plumg*>2`wu90o0gWg{i1c<>#F-vG+F^I zY!4F=KKw3UvzmgF^C7X%M+7ZisaY86QyIb8Ptp!jI4VgH8o;TFl%}dh?z6M;Wo2c> z8~H@gV8Ud}iVF*aqN1XLQ4X59>oI--knvG`0pKkTCJ%3Ndz9$t- zPE|t{YgTtWALeAS+sp|^lEL+RAM5ATIB!k%^LpK+k-~`v@?z@2BbDA&LA!upH6aS7 z_sC#EKh-{T{iB8paY~*#tBzPcD+AaL@O;2_g0Pm|AUe=(qT7IK#v65nr! z2^gUaZ!B2{it5vuQwwya&mm3NeIAYxRZqc_5tM_M%0v*e@^A`RaRG*0HlgW?fcBq((p%w$jc+KSxyMo zFE?3E;$t)F{{jlHD3%R0u%zFlNxN;=HqNUqgljL?CHay;Dd(&y=oWnEzOWCw@i8&v zKw0nheY~BOB4M$a0|fw3boW6R>U-a_fzQs{e!KMiy51TGL`yVK%zi(<0Ne}UFCOPB zBC4twsDe+VOg&GHJtC-h z@Uk!zRon3zOKP2XqoC&GN;Hd93RdxS08|Bls79yB>+ebVDiFf}$=YyVHs}IEwFu8- zzFg_({pITDW`tzKw#8+H$P*0?N>pax=q_&=kp#AS(PHvz)z<;bh1;pMH#gtU`dq9@ z#o|)EBey$;wwzk6E{loWx;}pN3=aEE_U^xafp{ll6+Bs3d2-Kj2}T)Rdq=2p38t!D zE~okLkN}X?4|qO+0FWBuex1<`;OE?ViU6ttWZ;9278jENG`FIzPO?@Llc2ge#MaL4 zgR%ZEsZUPE03d-SOa6SVC1znkJyvqhCc66n)9Xo2X3z1X&pHt#-CgP6VTU^ESd-aH zm|*G-1eE-coRk#TU+h~? zPfud`1i+6hC2W4+&%PHE#L$7ID$b?!HfA0!gldtI1L#Kj?fF5g^;7FB_?ZJ_Ru(FZ z(1(e7KA)Q$*0s%mIzkL7;p9XgM|68hA`?oYQN}XpxdV9R`OEL6btyl#Hl$_Sv*hlI zvv~M}W2F&kXQwF$Bc(}0obbDP8xcY^#a!CMgFr=^eH1$AE3x?LSN6r@XXPU}#<~GW z>1^DE2KvjRXLhuB89V(o%V>!`7siR^cqpfi%mnP_QtQ8>z;infP1UU_o=aCp2O3zh z<4(@*DukHek}2!1{#6A(R;ZmXi!HuS)^f-L$+@`Awy(*t2+E(xlLs2{-2Garg98H$ zWPhwr#}?hR)0g*FQ&W$=x~sr*mZaBM6ZGxfD~_{5`4pIOopdk{3|*U3ao9VwYPPsu zz1E7aAx+?7j7*r^luGC-`Az^=0|1R%;;OEGkR)|97ED&M0Gn(sT&BO!WY*t+-|W}Z z9eZX!%O22UVaJO@) z>tdE>o`^#bFO&UQ6@ROizQ4JS8u7JhqUzFaF_6 z;G;kfY2aH`ShF-DyyBe@=(fY4w_<_>->w|b7-i-iuTdZV|*@8`GE`dV%h>}=& z#@sNY;I`oi)w-=rLbH=j0Mh)enM^cu$$YLhYvtATbpk~hlAPOb@G&YLw-C|(ma9g! zdTBd7C^82)3NEXP^IX=txmg0Xy#H5JD~3G>nga*$Zf9*b?nxg)N&(7l{7}vLBPbdq zMY3SR-;Y7{cMI`FY@zShw^)0_agfI2=?ov`0_aaZ=+Sqjf)BFlb(H7%v{)Y?p{GZ{ z=XqILSP0R(J)O(rDlIQxT2vG)^zV84^|ANgLHFakeulDLMJxf+_Yj z3@HCEI1{x^{VviDAuAQrU$kBi2%h+Clsd+5Lncc^t;Wo&7AA)?UOg*@a$@B;ak^Ni zWMF(ZVBO}(YrWn?s@6ABx!mvSEiCw7+-ZQ^eRcZEs&-qfLUQErP9pa(cY(;vK3X)< z%qwON=N>n-5;wSFhMRS6W@XR!{>@4tY z-7=G2+nM`gc@JDkq5E)Qgw->H@x=CY8cO279TGR=AM|@&r|RZOD(IG`Ex^&?KvSIZ z@qewgJ-Te;WMSMKQlcznqg-?!#BDuy+}m`2!7IRumZ(Q=5e!M5s911fr^Tus&sM2c z_op=?D~X-=e+&sAO$yVy*H1+s%~Z!Bau8}EBDP%@SZMZM(O4HzPL6KIk3wKGovXZo z0{MwV7lJTT&G)w)z{1MI1aP~|C(>?NGESK?NL-k9To}N^j0*$Ha^JfA_YLgHJ=F0n z%=KRiH(g+zVL~;D{$fO*++)J;2i4eI3&j-Ghh`;1nNVrU$t8mT&OdA00`Nu1F%lb6 zG*Voo&w!p39Tf#ZN=6nkHKpjrYhdkMG-S$SMj)TZ1fcN^uzoWuCkJcjH{#kzA23_c z+nt5uNF<{uzoKHK2b7SxWJyX(2@D%H<<#HGJt`eAx(}j<>`s)BznRb4!PN2f9*b)F z%h8gxy!)bF*LmHFC1f-k^2PJ=_CIp4$`oF&h3v92iH0t4%2?P(gIhf%eh5+D-1lST zVhiZ7w9c@67Rj2hro*w2EY=KWqHb&~){r5iy1C;?$#4bVaeu(?UiYzok53^Bt-dQdnKcNt42Alcm+O{W`isM}kQL!6%GBQU{h2CjbfyJSwWypVLJ^qzH>)?2H0* z6vTq*kz@)vuj8Uf?H)gGY8#;SMuJgc?Wz}C*Bp1;+K!knKKh#!t&OA$!eg9_IV@q| z*mygne0M#gPVP_OA3v^jPXkIV#sI??3SO2Ij+srk9K-N@>|@)o^YQ;2a4Xa^|KKw+ zMfDXgH+TmUfG5z~P`JIY)pG|1TLv(x?awVOY%pUyxtJ-qvd^R_Ttu>CrrQ?5evX*S zNC~J4>uKg$70i$+E@m^*hKUx8qtX2&sjHfc9{mUED1%&#vMvW>O#ZBt%_2M%K-2@+{r|eL zva$kVtiJ0c2Lvt>j6>%MWsN2s*QOgLQ|~J)pkeI;8WODWKm_s!jom*un4O=;v@Ozi z8KpS>Q|vH1nheV7W!f5Glar;1Mcv!o`f(5Gd8HedO&2kE`#x-Y8Q@CJ^zQT}X&X{v)5Y{F=s^)!T)Y&;@zgHu{^o$E-wxK* z;=VioSXo|NUaeO(HbXSs&z+MC>CG0ZvJ#0TM7oHAXgX%ye5!2DiN<+|%OVve(^Eyu zFq_C{Z5RAHx={j^1$Qo+ArG|FyPZ4eVREsFB=eHdka#)3HL+%YovWC?i#!Id{O&)@^Eu4#rNc9 z$AIZtOfBC){)mmwuk56}xxP8OgTfrR7jV0G&hL2#S2OH*)$;!APBYE8Iv!V&lF7lJ zzp=t>y^ZQP1)~JJuMfX?R^&jC*>CdeYy0nV;};L7ErP^jryk3{7$CKl`>e<3zIF>2|F2tg_9czTI5F)C>eHV(vDg#90XU?6%v@dM9tv;Ms2de$EIf~jwvtPB18DS#0?$Yo2zl+Ew&?Ai-Z-ZB ztK9&j5wdSI2>m+NzV3Xz{(%I(_?_*RUi>mUu$OCTeCtjz#2FGw60ThDh2ohqQbSTz$kKflX+jVL7du*ltrx21*_&S zUn*nBD5~&b83d5tWcHH41L)vR9$>6pUn(8kn|jM4hZUI&y3HVH7u(cqCVi0iSoO_E zw9{HBEc0B5yF(A3Z%i6aIJBR+e&xU?bvuxbXoRHR&8@mgzhkZyd`L2PK3$ zSX?H|7isfEK6hTdZ(6CH&lM~(w`_OUmlApas7u}hL;2+k|`2ckA~QFU60uZXDVYz|0Bz_35Q>a zlj@bWl8T(&!Zd!)mo$$Tq-GjtHJj6qRTSuQFTlZx0FBeHEec=b%7~|nlqKV(oSJ^^ zJZqjTbkV&>l5=SQU{;7Q2O}GgDwjV=ILuX5FCjsxb?Nr%;NaZx#KbE(MTJHYi5D3t zS+Zqh0(1Sx>Nq!wYRB%-Hy%JejPY1f+uos|o%od|wwnnwc|T;vJ8!XB$!d{goTwqs zUC@>UQ7^H7{rEdWYHrbmV8t4?2{%d6VD%~04_<;xc*-q`;q$)Z^_nK9olzMRxT;sF$CmFhB+~FYjR1THI79oc#DI2LgDFYUc~4 zqAAWW6f-2slyGx1+6aMB;}|tvm2_$f&dH*tG|BJWHm)x~BELn2o(30AM17&c`A*`W z*h#t-Pd~7``KL(Y8!Vqw9gdYGE7|kCCyP-w&cGYV*OH=nvD^W-R~$Gg_6kgCKwlmj z8UmDh$vFIQ!}@YSWhdhE03@F1_;|~~D0B!wM~%F_b%{VGpp*^H9RWH3>??=gEsHNJ z>Z_8#4(CWxq1&*bC7Qo}iautBEKwZ*8b=~$VeTyx)1_;u9!7`4_PP}D@+=!~me-dY z7xUkTETggV&b0LmMwK=H$>NvjyP@jWpi)AMltondIen)IJ=5C`MrIOm6D(B>dP4s# z|2YK_X-Qc%+A}j#<%^Py8P3^5i}Ly*d|ZMwYoxNey5qrQw(+gYMHx_k3 zA|lQL52KV}EzwbrexVFw5v1E~XNc&B;v;RcZkxm4x%QJuXR+pxAB!eqx;$2^R2mA# zo?N@dwnT{$dPfW+$6tWo2h1wKSD0T}`ITW5FiM`l-~al2r}Lq-8U=V;Bd#dqaNd*) zy+s4=#}?pJ<@=mgl2a!2DHoK3!59f6Vs38ik|j5Z-81X!>wp>ySfBrmv-)%s*DuG+ zS`QwmULN-F&0O3)Tie=_F)}jVYkPWfEiNt|yYT|*4Re+};Bh=$Z6^RxO-Tt8QI($7&D#|m!*M1dLx zyZ;2n`pdj$n;)L=Qm_@f2A~4CYF_y&+|jsHbr9Xu!7iVcPt(lN4d80alv_S&PC(nS z52C_qVTTP-hhC|4{Fap};Yh@?CkHwt0L^n~b#2^VW-1o+bBQEE3=scy!`gEGye0|R z^4k~pa3b`fD^(JY$NNUPQUW5N@tW!V1P7C<8C#F&;a}=DA6_mphkO6bmX)169q6x# z-}!27AtWM0$;BBv+QCA_Z_v)%7Ys$ex`=j~kH~hCnT?}hJDBwn%RA{aY$1LPbe2iN zihYHOq<|uigC7@BSI5}%@9hfc?E#rzm^5hn%IbKg2x20KE8)ZU`%uX@e6PA|^gEKP z>oq$u0WS=2$pA$jFlJ!squVzffHp`BaHm;VSRl-;tkhIh`+>d^;_1xjpDf_#a&T~{ zYifc`hY%RM?^OXxrChz}=H_-iZuEYexEBCuf&9<=DP6Z?bb#fnYG5!4oD6K;(_27Y z`!2$8JkhuqssI#q4DLuA!3dCkFORTJ5g$OSx;RXwXQ$KNL~JB%sxJuz?d)-{>wfi> zjhG=ZoxCeKM^>BZgGl*VR!jYa>{ouBI&u(!sf*67b=zx5(lE@oG>XV=%b3P#WgkC%OQs4 zMa+yyJpuYQvtRs_PCO8XoP$oUwawwp;cHh>Xh%HreZ!V1<25=@vSp2@$yQz|J*3FA z#PxsC{$YO5iA=)497=uFR%{jZR|$cXN!9`XKrfdVx$oCDJ-2GrlPL?iSxtJi5P|yAYH+epcVB2*BJwKqvtO%nz&T>niJqamfP+wB_@o z3~d{tfSeClup~-?&mf5Up1-ugKZ|f+bkaWzpC+s6L%@dtv9YDJ*ezqgK|KLRJQ6iS zY8suEs+QKsx??Yq&$+fw8yI)tbX}mP*4pHz4rVEpV}9j;oNH;gVyo}E5VVIZExwAR zpSeRuKIU=mittppk67kzEOZ~w&bAf-NK`vhKKh#7tYV|{D0J@#t=b2lnV^$2Xb)Sz z78^X=2F9DLaC~Uf-mPPO!-C{enUoF?^q?Rj-F&&K^bS@`n~inz4)g$WCBj7Rf`N0)+|wH z|26`dGF8p95SOG35PZQjjxO`l=F)sT5g)|UO+w&=|Kp|<0EK|{eUPFgxHH9fRoc*y znB&kHZ88vnj*i}U(YCGV;K0ZQpstB;1IhVMgSX?;1L63}lQ4XG2*P zvXL_7kcFk6CaBQ^ll3>E^l`JTBn1y{9)7$|;OC=;1N*0YoJ4kP#x8<6s^G)*CE3!+ zpEV{o+lF>r-9`H6F+KIol;&CfJ(^o*TXN;Ve$>ao_DdyMMV%AHa1U$z74}S7g~n4$ zW%-uQYP|yO+p9YK-`81LI|_ac8EtrSl@`r@oL&uGRv8?^h4AmiVz<``54GpFEy;CF zY#V5!(BHMe?uyN}7dK|S$y=I;v@LT(>29Auv7(#vv9;wQI{rrQ$X^TUL9C$)c+)Jr zeQEG2JY%?tY%( zM0{+3ihjh*3N+Z}%kU3Ho(n&@lxRIC+}D5i3Wb{p1);YEovoXuQTjV>%j;3p_`nn+ zrs657qN(Exo@_=bud}dFRXZ=I%^5R=c>asRjA3n4SEQ0vh?+ew=t_}OKUJinyuZ?pqh)<~^ zK6x_Fb9z6IAxelQc4WyoczYCtee|yGCbl)ZmUMm^s}O71q?UfyEEwdW{*D^GSIOit zv$+{A5y^TvuYr1@AxpSZITjbTRM-{i6a}E|$LPh>)M0JgR{w#E^Rj{G?CR<$V62A^ zneKeJR1R&fe-^doffqlf0t`GiB|JPHWO}tcyf{~PsQz_gx-V*I{SUuMB9}@|PVPUP z%$Ys=bH3eM0Qie!)^Ym0jZ#v^m= zGBYtHB-Q_2MQ$$beYgV!U#m?3_W+s5a5s;V@<OC1VKt2UlUNE6M0RcbM~<9Fi{zSJN*zCMHNd~UWPdG2)T zU-bE&lcIBF^SkJ9@#`I@Yl17aW=l_7%j~*LMF_d!H3|p=B86yT;J@#1ubX4VKfeno zH|lp3Vj0%!i;IOG+IsxW_NoOu8D2g$BAzD=TityKjpUp$VXD9@nw_f)z0uY|HeUV= z#6Rdri1EN+8;XqK*sBF|gF*zz-|Tk($DZRL1A z*;yOf3Z?Z>lY#ud9U&ddZ}F6?(*j$38is_uI_Ef!q}4kah(?W-)J=I3kWZmpK9c@n zC6z`klhtDEzl6#~TVS&6mw{C1(Ee!3&C6TY({4<~qAg&vcI?ITwf|Yt%i{B71k<~& z+qWg9r9lUcnin@TFfW`+D<~Y4Bna+u^*$p5hes(gm_5$5DdjUEgaO|I@Jkn#m+!X! zy=Q0{dP4(KHMDsDR;>zdfax+*X55dty9V8a_r8B$^@xlvs;uOzV$3tLnA(VhC0Y)}v*iPm(l&ju()2h08TDQ!PG=@TenmvTRJW$HHOc zQSm(KHsNu;!p;rTd3L%e%OIiSDR)8%z6B~j3*bJ8MbW8ZBRlv(Co`&FD*Nh@82vdf zXE>%9z*SN%6Ah1G`OaPJ&MA1z2*7?cEIAY90AaQML}_S`Xs9A=Kr3u=3_dq?)-i)D zSu~?MV<&CeoGv^CDwaWVWMGSZnH+Kkg@U+6v?%Og1^Zy-0+dDcr7#ymz9uc-?v|?FE3po}&<3VN*kGiwFe+oaE9&OX_NW%_s-w~y4( za60(($2ZVGkM}FKHR+4Pu*uwiC9$DU2atBq3xi>JqcMo&bZZ{B zKQ^KLub1Lx8VDi+dLKoXeL1x3Qe&oj4#u>l+&;y=lTg2l+GNE(saVGjQo(lA2K@KQ zSoK`{Go|kpLB&jAG5N8H${T*yrRF6=d&>Acqt>MZBryd{uT%#!H2>IU$94&lswbD| z&+5V3&6w@r%hao8?5$(^9VLb{yaM*<*C;TF&Hh96efe%w4R6Cn_?r&wHpVXT(t0IO`07|T9rQu zE8P%zFw*LnHsL8>>tHNebv;Yw1eWG&2-~_l+YaWCErg(Uqiurdf&Q14q{G;kEN#5ndRIi8tze=-1>u_${10^^|<9s z+@2z2T`RtHAiJ70CvpAkkLE;2H|0)wz(b2nu*q@$(8j{%jSpr!NNkKEHC9{g7<1#X zJ6pb6ubpn#-0q)_ct?sk#5I!xL)E?%2EekXQ^QM^sWLji_5@zLYT$dEEOgDODTWAy z(_3NNrhRks#kWo4O=U)TZNqmzKGK}m5R0XVNKzSC-PVwh(WB|LH4r1@rOd+2v{j_k zx)L{QrmJ2paY^WYjN2;q16IC;K~)(KR>dZjCBCOYlEz5t&HGR5H^0rXjMg?e#$z>I zKaqmuSjcX8{0^=x+${WR3kMx6J~Bo#dCTTxQjN6|q;jN(=jgW&F%He{u?5YFE1B4& z&t~?njUb}2wJSW3adTWs&vr$7Rn}XLiz{A+tPwR$Uf`YdCA(9np(#J1bwPP{BW|-4 zh;B)r(lq82lsw6B5DfukunTI%a)q>0*66p^By@`*pQ@&TjoRx!B&i%Y4`Jj?U3^YS z@xMOnb+KNO%8h-crhx;;iYGn`9Eh)Czd*jz;r2P%~Y;1br9AS^h3BQme{B zW(y@&5TZXedOG& z7ibq~qZ;skMI)0_PI&dx~ii$TYruHskE>3Na*h-e)azlKVb z1XOi=)X7Wi5EryK*-*(^mG_G`)#`-`4clg02HviEihPo%f+ zVPmlmbT95R;xJXL&_m20>?j)bVKd!F8UwZ@oiA+{2Wj?97!FR!SF}G1S)5EZ!l{;c zxq(kGQ=g!A>33b(1n1;U^1(lS9?UF>ZW&}IbD_?AS3Lc3R(VooV!x@2txo^*dz;Dp zYNB~`AtC?%5$S*b$zTMGlKlNVQ`Ky}7#UEhJbP+02ijN}3yUx{(c5 z!cy=ohAb9cO(X}~UZM*A>fE>LE0W&)Vx@nBw2qa1TntXz1=q+gi$nJ)UjL!qM&wXN zwXKXO7h5W8K1HUd|CjuFt?y=QaJ)-HPQp5TZ2-&I00iwW!%a=4!N5Pg+kcr!f}sT{ zZ!{{0X7_*Qee-w51hEC)i4C`J5Ht)lCZuzMC2LKr7iRWI_Ha=^$s5=D9_&}fN@v7A zp9P*MgeYsH*?sXVAJkt(gf4nK9y~A0C)XnsYsKnk&1P_CD&3D4#=^DgXCr&c)y`5u zKil?Livm@4;Jqr&Yf5WMVi!58Z^i>KzQUJ=l_e6U%hym~cS|N1-R>d#+`x2ueI{P( zvS)u_S6w!c%IJ+@_QzE$!Hnz+p8q{);`W=J7k)l+hnf5M)>CCpw}0v|@7#7vBBK|w zU})+a0s-_5r=)m-aQ!T1;%BH*2nwE(Dt6v7Us(h+r?MtC+B|tHO3F0s z5JQXBgf_9Pu@ieO%jd8mkumO>V;z0g0!t+}wd8Wr|IkxIKoJzXtew<03`OhPagy%$ zn|C3qXiZZSgQd}>JagLGjfom9)$LX*0{ZzL&+zVX^cC7aaSn`_L8frC>Bq{;izmj5 zdU%+85&geJ0dfQ+B-L>rky9k&Mt%@%!9Jq9L1V)x&#t^?IF`M}L0@keFJp($!YZ$eX_<%Dv=lqOPd1u8xYFJj zMlfLWr+IGQp?G#vTEYrChk$Dj-Y3zVCUt+n%>?*=pH%v4LF*|`E-8a!rb3UCvXb-b z5*9P~qVP9~bv2mQo4Ke{FHmIEo%{j745h1t3DVz`jXw-L{r!_TpeECVIRy>etDiVX zb0_e|TqiRRb?d+48v!ri_C8(8hB2J!QVsjFLqRzR;5)>vCYXga-wgR-$y`#yja8MO zT`1LZm}4_MdjbJVBQw^_?6uXDUMJ)?_KGgZiC}Odfr|<921K zIZmL~_Zmt->f9yRQIDMF;Y%^YY)!r1G$bAI@A+G$4(@kT0KVH}8Ebs#cv~3RLuE^r zl(!70&iIT*YS`G=ZK+{u=iC>UZ4so*mS}NK_JC-1d--wl;5ol@Rya8?8B-qa;mEgD z$hE-A$BZdozf`h(%2I(0jK*o!N|ek|8%W~U&V5s{xq=!-aUdxpps4FRuU0MFEfWCb-}jj-^Bg4HM&_EStoQ zx(0R|7$2j(ROyC1QdQ0xDDdSVN$(nx^4+p>ymN4~MV?PCCvx?xp$w6hd%2y>UAKWz#`t%WzHNyANs4qhP<~gPfy`h6pj)wB!fmeg)bFL0ps~o z!Ayz#h4(=Ph@sZ+_SWk7yR|pKdaSH8B;{Tcemv1N#lvv+>8w-aiqmyH*Rc!*Mtdwx zJ-)BR@#LQx+&Ch4YD;?9EpDqy@nPl;F zI4%2}bj(ljUl5o?@&QY>Y^Bp)cC(7%>V8RS?t$^^*=7QujyX{_RlOoUc%C2qJwKbR zVE5B~r*YMs7D=~YROq;GXk&C_veH>(rKD1T`B}q8(so9@hB3)L&Tjj|Zgs68?b{Rr z|EFnm%xDlDWUFOfmbx#kO+0&-2$Ow2=c(^$<#C0v`-SaS9|H1X$uLWU6VxhV`uoX+ zS8GEfH5nT*uB_Q3&%A0(;I0^9yMzQ_D6@_r%V{m%W`U^rW-d#)Q<{d(#rS2Zu--Gx z<7$GYL~J#JBOokUI$M_1AFLVx`W+c7gQf=Yvn$zqaD7+IfQfC+>iVFE$=mus463Y9 z)n}jd?r~zIh6B?oS}YkPIh26lZa}0|Ly^9+pbb!qRe*HNJ*alRZ5FKxz!Kt`qdep% zXqHio5lW=;eCv-A?S$O?1&&p*Gq>JXHl;5nd_MW`)@E%?ccyq*OQyF^I;dn9sIaxQ zwnAiUiRAe{6!9h$Tqc^JFWWNM`DAD?AKED-9xD9gr!3?L-9Xb#pO1*Hj# z&P`ChI<9?0!oJi#W@;!8>d4%Q#eIfNqMXo@h7w5mWn9F3gMjF&MRa~#36TurN zNIEz7wqcXfGb2nj2kuA!X8lUmUp6;MrkRSN$r>8LY1}`OQlsX%TOP!r{bWbaQyT9e zS9#ppW`Rx~q}JsQAtI$O<#dVdnzwCw0;OcvWXe(+y(ppt&%56=`Kz&HVb z{LT8uere4!%iR)z9AOlBx~#Y)WUh5?rZc>dQ2in3#Gt~fuuK(Khq|+FDyUc-7Ji5F z{pw<}5C)mn^juPvd?I#Sy%otx2ML(klS%mUabJ(N{l~yQBc(Z3?grv|by`(fI_BAn zP%)OP$zHW`FHv0p=R&QUyxvwsx+<=74l8v&_xHAqXA$;JM?~}ob~?R*RxP?c;=hi1 zI!5V%G6}trZc@BJm$E?1p;(dvK(UqUzy~l765P806dh=E-Wx7aaoJ%kEhp414gM4X zkq7iBC-H7`M3Hr7@C@x|27Xkdb21sU=!&sA^(L3d1J>vF$@{FB7Hox!71Mj)w4|s6 zgO55WD3Ax&6iOxY_hVCbnbHi_CEqI?9rfFgJ^Yb)v_$3|G6MkZC}4XT!sEfm7eHl}X)I4PmLpw!zwkkilO2dUMh8$-Tc;^G zyAD4>5@o2AWA@|>G@3q`xx!Ku68!exLfoRB%A+{;6uf^1x&=|90rxcLu9_EdiiLJd zTUNi<%cw%jg-yibG&Mui(zl-O=PIi-0fJ;EbAsfu%K zF7wtoiibX>RCj{yMfJ~ThGBzs{vO?~-4FVjr}djCH1cb=+L@m4Exhds(}k&k_m z0J8A>x@38J&hB0x&GVC1sUg6mfyEHdr@Pvp)(oaWx-?haFH;HzBD7F^qHCHx7Vyh*J2X+F zOPpc(Uo8ga+aVpQI;*@)FEH<+eBud2fZ}&{x|DP_Mlp~SylE_SX@@a@k(I;}3LlO6 zx8+P04F(wdpE8sCM(``93Ef_3c&SPXd_?yv7XdS{IySWCY2C!vl|nMg(yBQ#v|Ft72ds3E6`aI8t?-kp^wd5c$BIsqMzIMI% zd?<-kG0VPeY3|}mvj-=w{2YxMHdRw$$s&>YGqw64=P&%e-<|} zllee>(pjZ#AuR@a8L{WRH6d`P`p&mxU2aklv-k*zkgxQ-I{ZE%(5qbkj^y()Q=o9zPKvpunZ9dk z?MkzGrrP>L>5*iS_UP!piW5udDTpV{7XTd-0Mo(@lu|N<%Z9WE23J{)q6V zETg7ap}K(Fq*?N;G@h84U8dcR+UXnM;>Sqs|2@(+PzC7WsvrbWe8aXP4Ag&tEtXgL zB7wb=@%kZ5H4YXoA7>@=hXZmIZ(RHbj(d(f9M)uE(kgS;dl3WJ{?&?;<{>rZc@`nW z2?_uJF^`4jyQMW*;=k5>%kQofcbw`w4-=7YNb7oZvUXE-{H@q{y3x}7 z?JDQV6YFhX!KyQkl*v6s)5O4d9r-s>oy-BWfpIDPl(9V>uJ^Y0_P&pfNAX)+M-)4Ip^f~zrxnU;)?!PE**sYj$9@5d0YK)mjUD{W0W@xA#$Qzhfn;IFaDl1Ek`l%YU zt={|c8Jp*C(eO>lE7*}hHFJ%n6RJya!ffwsC(d8Zjz8r2##?)(=^4@CJ#)sx(m*tT zfRF?e_55ySXnCRY^@Sv7!PzyPAeL)|BVMof^oGc4xlfgUZmzzoJ8o_mYVdd(AImVU zKHQk~*pwHZuLged*G!(*;l?3L87G0F*We|#bzWPFt29LYf^zdSMo~`#I%&LXQ(Yil zBCqJt(hwh^)7wegPu^K!geelwlr`_w&ef7|`?TqXLNr#`Mv$!12PP&=k(iCw;#FLU zAN^2U50p)0p_=$by`|q!+ z?tf-2=pOYxuRPpoiLR9v8kv}=Ja<_wUd23kc1uZ8;Q+tv<+|TatpZvW&I{E1@85}zP>4kNekqs0U#Sl^ZG02 zrReh&X%Ss$%z6iv8uD@M9@G~r(o;~SQ=nNH@Ptk19h+I9!?V;a#@y|LXVYuHKUP>n zLA?Y41%!l6HulQ0iy{k*nVOtNWr9fkP!)zmBc{i} zklK;rt_W=^1lP?>N5fWo>4sC}yiRX@?Z^5E)e~-y?H^H~Kv6>2#)i2aKP6NFVw3Y? z2TMsnaT+ADp?1L<#sVM`3=9lupFYt=i3(D|{IsAY!7j61Rsb|X=x&HnG0UGx=yzzR zcpf8}sd|&pkdD5$8{_pOo=r=rQ-Ly zxqBR(seu{NH!ZR6GhDYJODf2JDgEq51a)|*hMA$*;iz#d_Ee=Q>-)D8W7~3ihV%MC zns;F-WR2R4_;|dW zE_7RIi7YrTyKR^Jy*;557HR@ecOWreYCR_oObn6qAI1a5+|YD`0^|$mw1-h(&p8Nm zZPYFpv06X*^G>+RVp2*`5f99YG550JorYi{i%*Z${Yt2W=~2GY^O1(DLb_S9Xwdo0-CcOQ`L8fQAM}^M zC!cQ^iDcH+#`lZ-O@bmR)k4h<=qV)Umr_?Jah!3!k3t`b**q&kv;3C+8eRPSnF42K z;R<(GDzQyLq1otYVOL%`!Dl>`trH&2h-s~{3VQR}QHot22#U5I=)7zEYX&h4f1WOD zgS{;C9Bl=$A?pqF>k65kva*pO6Pu7QBfTl~F)!pnL&U=&v?1Z`B1tM;c%xM6A~fs|l#7`*9vleHb=f z0vf;)a3A!cHdb12rZ!FxMYFEqd1W1Ggte~YlJwx*<{PaGey|BLWnM~VixDR_L7S^y zW3=p4Zc}s+pNU>oi&*V#zkg~S*BYO|87yPQtlH?E+oKXXY3j%Q7+$Imbd2R-ExCn^x~9sqf&(4O>tp)HgsEK&95+ zQPpNvU48=A0xR8@n3k~`EPrk9FPv+8fW39U=gbI2eX}s%Etodjk zmBZA{3K%{xV0d_OkKR&6}`VnQ&~@R zRO~&)q^Q?^pMHewiKP>(7@uE|ytX8jOJ&pS0W|;HRM)C)T%fi+@nCLbrBja^ZgZq*YZB;q6e?6$el9fgD=E4GkP1R)h?;B zGAvt-2e4m_DnXJiQ&$RS><`#+J2*s#OT!h1Q3rNT9tsR)rP8361d$p8T1D9IsVJm; z6=w|$Wh;}F#D&pvYU*d7xExXML)wSBRKK1E15J@GtX$p3?Y?PcK$IW*N}iG9I@QrC zPJ{9DA6nZr&EcoHHD& z_p{pwNcI&d@!=jgb1G z#pfFL1*Oo^W<3$eciZZmdygGlx481^{94>yng_+y-zD+A%AwEGC>K)0E0ttWyXxc=&EDY4VqZizgZ{>eu|b)Rk+!AXpe5 zBENK{2QP4$p@R^sc(YjL=G8godoUz2=vAW?k(BF_qgqd&sBjGP5=-2@f$Ka|Qt>VB zm)dTq1>3J!+``Zo!x|k;A#Ondq>tm$9W!$xu0bzj&BF{F~;;Ukh;$W=P%Q{&PGz;I)8RO^j@`MW)w9}$Y`P#}F zjQ)n8NdXrp+vCI`htbkP6Y^;fOIC#%b?5K%d~Yh+ypIoNW#NuT)~m1noS66u6{kU8 z-uyxuZ04+Y0Mix+g{hUz;*X5XXJ$Khh8V`0BRG44`@`k8JmQ~AE8C%Q-6Nc{7(RFH z`o^5EDOJIjkkm~(R*zBD?<;%k$x`)KK^z{8cJsY3AZtlwiscWNnGDhw)&3@Y0yAB7z@~m`8rcbbr%{h(X$?oeo zH@=vAiq_>5{&)3mJzmjSrJnnkDt3<9pbam-z?uE+5u{%UP)i83PZ3aPzzx*b*FP}A zFyfJo7+3!xrxSr?e=7cnsovHqQrzu!d z63 z*sX{qs@<;&%=r2rd-9#16cfTE{Ro2y{3?J{C@U+Ia2aA(R#rln2h<>szrKTQx_(@_ z(>vc-z+{!4-sUO7uz)9*UYtg!GBNhJn)(Jd&cLg$yqW&SDvRmlVw6v&o(*w$uQa(x zjx*=|O5k!;hHD)>v%qdQ=Pd^p-2EVvdd{KV#ME>?L|}^sh=?K=tBMyyooR<(^W5H5 z6^5{9-UcK?z&CM)pkVd-n}K41ve`ONFgKrcTX#C^L})XL&WN)!+E*@%zx1J!S^5rt z&U8kF@X-G`7mJ6NuWz~W4_as{(k>=0R1H+ke;g6gY;|0#5Cg4J*YUKXySzznzH6-a zAaYG~GP-bwzB-b6f2g;+cbL3LCyB4x7$^0T+g0%C6p_&U;!MFWO@qvwmGcD=HF%UH zF!CtSWwE;$saOWsDQ+^HNcyMzznKf5kQ%T`5mBNoWh3d6Pbg1mehjRp_if&X!ZfK*(LpjyB4n|0Zoa<51}w}oTK!dP4oAEW zwii3b&s`rXQAB&I4$IdGZ7$Bp8xizK;Cl^b%o51Z;QuP^qPok;83FHak|<3JFfm(g z`-Qst-@7lyi)LkIF>BRD0hLqu@<%=%urqa`eIG3yX;-NYFmxX0j)e>fCo<3 zJ96o^V*sme48Wo|I5_7^Z0`}4>Fe`(;`3kEMOuuxsT>58w=g=;uX{8eYN-cnW|&LA z?j@!)d`{4tx7qDNE?`G?gTh3bH4Qjp19)%+fLensk#H(rqqYXm^p77NFjWj=BWH`v zz35~KZU=h**>0u=P$G03$pgv-rn#3dQ+XKf`Q-RGsT|UX)&P*VgM)*e!_n8a(6f}< zGq@262o~A`bY`E0bN){>QSMJYSw2efEcz}VDSkj)ivcUl_NBMsDJkDAs;4`7MqhbO zZvKXjnBUSOXFoVzXAeSc=df|5=JN+c&_Q!8$_skairL?tSVQm!#UPKJfvX93VEypc z?b`&{=!{HEHl%wiZ9RVoce>yLw%s4%7;|xv zA;09c^AZu@4M~OHJ-Quu&kh?vU2^=B)mGGYdx1Z8!bA7DQ^_G0KQlC9+7K zX+hZb`@4Vl{iC?N1h(P`zySF{v8+x+Rwux!?fUgwnVakPrwF}r7&kDVstJdk8$!2a zWSq;(FPew@m&{V$1>>~`fY*qqsP;Z!r3@Y8T}3roY*2Xoq&n3H7jK;7{s1cDB>}Ci z`e0@1&2R}N8;3q#!mD#rKZ`LJW%Mqd+lm?E>zk++I!HzazhELf{nI;z&Xbo1H;VH%8}5{w{U$=x{*F`G)wr$DqkJUqN0 zYE7%i{G1$R&850vW2mxuMlxlw5z-?yQ|*cE%ODP0sFtBPZy#S`@>JR@a}NR#CtKseG+TFhaWB10gpjZ zS9e}%)Gf(M(A^*I_ijXTm%HvbXU=Sh;J$`~LsW$MllD(Mhl*jyEc;h0s}K-iX9F0g1D~;RFA(EhMwHSxo|9yO7VbbtOSk zch^UYm;XXTAkt^Hxw)y%d>a5ar++V-{}wm5l05&KSPz({c0OFT`iwB0{lqtR;y-W- za<%2W7(W_6v1{&R1TTZ`B1ROricWxPELCUz_i}F^-~G0CC-Cz7LqHjH2LKR-I_u8Z ztIxenWN*<7%6voRen%QA3hd&10!;MxG+3utSXc_Q>W{*71D5M8hBt!*M^Mg=oPVv) z6B^M`7n}(tlJna3@3=n8KeK0Yg~j~t+Nenb^esYlB^B8R)xbgLBn_Emnraaldo#R; zA##Fyg#6?=Q-@cq9&MgiA5cDTx#u5i{q*ygk1D>`m-JZzKVao;PE<~TK~3*EcNd9| zj~Co+Cq!1P(&nt|(Q=Q)YfekHH;pI0kSG4_8J#e+o7=^<*N-F)|28&OS|eX{#ZMK6 z-x}^70EO`G3+ey0)rk3F{Jr0;_L#>pQz>7@?g6G`#JwsWi-lkNQ9YV+200&?=eVV5Ar{N-?9!O8REDCvBqSKgQVz3U6f zAOnA$I>waO8`DpF;-0YU_tM;FCMtAk`4$6|MT(5sBDvDi((^6H=Jn!g@&n*?$p%(r zY-xr6H95`J=jW<@WP_Udu)%XYMSiB{wO*Mdj`b&G=8Y5&IuA)F7P+KgUcD!`#?R=7 zg_brw`Mv4LjZT2G8?*b?(3UvYyf3XY#z*!Xf2K2(m7{BnW^42!Gq^29F;*L>vh_@l_pb zLiiSt6=^06>84Ck^c|`<=sUtgYITY1hTC>tqVr24ha!M4LA5M^l76wTuIwI{WEVz> zs{|<@KhWcB$0l9DM`rUAV6f2la1yZy(fK4Q<)$@dd#t6nbe?(mB(u*;(;UemdlDJ~ z8Ig7C>p2#-k>vRsSIQcl1$11PII_OAL|-u>MCTQS(-G3am&^cXVR0Nrp5NOtF;wEs z9E@XjNY9XfquGWcjW92DB~e$600oB{ArDpOX%uf9UHNKR0K0?U9mhW~hd?jc0g5($ zw8k6J`V=rzWG-aJTe)|O%ZYS-MV%%@eec6jT9Knn=1uejl%)^1To!58O*~*&v-CZW zPZJiwdII}W2LjAb)IDYL&bAL%mE^>FHv0tpc8~B)ti{hhT?tWu$+rj%hoMkTZ0Cad zNs?jmq{wWncc;kVdA!P(2S`^hu4UpTxDXn{E#7e)(~^k+ZCN0xLqeQ7X^ zDB(JlEb7TgWdci-CzL|+%0muH=wur8(bM?gCPo;ebHYb~}6lA#Wt8 z2l#L_%Cnmme{yadDa1*C)Mj~>7iXd*pe34;)C)A`<$f2?9}#QOmzo65_V z-}d`OLPyt^fHSN!l%oWVZwLgy1NYRAjua+5Ly#kiSe06#zSmvyc^_PBeVE^FTmWi- zm?Oj+!BfrrVLVo4K@OmE`DFg+M60HFi^-}|`*l??g|H>!L9Pw~o|TvH`*o3bQ{FV2 zoU(I8`y@57vXPh3kQtF~q9SHQRuTthOQ9oes}*(U^j-R2ODn4`LzMvhwL=#a&6h7Z z68jJY5O@UI#Sae}Vq$KmxSyHu^Yf2Ym=NNLoLm1*5iO?Vp(L>#LNHCDnM$h0_wU`?1;{1Zz|fGFROTJ$F769~g<;8>xw4Ww1T~||||Ikhg(~Tc{?W*#tSG@=pw=WG}dBNblF@cQGP~%_%eLFJn~ai)k2jfM!LfvC?Fn25ulNJW=WGVa#nB&g z(n%^iJ#e4EOBLmJ^{r2>n^+U8iN0M0y2K%^!|K6e-5!1xA>^|sAzb4_G-_XxInySo z$JjS*VCUNrwje{jQi4p1cnA!PebmAs;pQa1Hd@{_>fKNFG)71-t&ITQCj$tPi3v5K zU^()<6^oJ-|MQ@VZ{EMMlhD!**UlKZaCy2gE@QpNOa?64MVQ4OQcOq2DX>Ftt&6~4 zKZFZIXBit74SL$|J+tK0%EhR1jp6MQ-hcP(4X2jLzTW~3CN7aBAVj&Hc@o~*wcBQ{^_+GYt z@OcXW6rP#HSx()kV>itx8=uwwUXqiJMwtMPnaN#(ZWDU6zthj#qU^YC5>ZPW*)^Gt z`)C>6`;x%^pY`O0>olx46Brv@(W%R)df|G_!i0EVc2ye5-LiHj>73BrzYubG`$|k-8!~-<-G}7mt3HS8S6Vyu2B}Rzr75 z`?l2na%BKU z<~s?DjOXKea&~gNR~xUzqA7kc)h3U}kLnI8GI6{v^ zj_733$Rup5WBZ1aUm1?|)oqy`c|W$5_+5!c7KxCj`PK=#Ve8NqM9Ot?+W-DLbi0zd zY>d3LT6%xE{2o*y%$hsOJ{Mf`RiMvYeWJ}nPLj$QEiWzA+}I2=P4p+O9m@Uu($br; z-#Xabcd_OdfUhptn=B9u8^u&G%a?$)*l)#ROB-Fsb1js!clnmf#$u5z%9_bo6Z`Z# z$z}LyGpHRp58w}2?%U$gS`{M)VXXd0s) zW9;zW?RUck*45VorQ<5<6>vylH)cLj;lH+K3M*2$0cq?vA{Tcjr$-2w5(W4X%)+VL z744;VR!kB&mFAcm9XADhu=J!-V-^saHp}LahZ|4^qG!z#n#Z%b*}5 z2H`;yX#f>)?;xo+y-fFH?NA3uxDI*O8}6^r%Q)9=84_@6jF6uwrLVz(Mj0B#CZ7> z(NtEF8<$kE-(5)Xz?H_osv`Xjst7s~;RCr)z zvbN|1Q?6LUfT2gp(A>{yl>Yq5gexK|l8MU@*X|KaJT$-y5>^!F`c4ZyscnguHU$Sl@n7(YiIE>~w`R_CR+$hyO0<=3StS91C+~!&NwgR!)T9{;|POtH=UV#I%YWR4+2xQ>S=?ZNot1XK$ORmL_=lSm_4`76`Z;$s271}R$1zk%v`ETH# zOJXgO1W6HgYAAlV>kM3U7;!tezT1_zm077)7?6Rx_rn_=EX{#GaHYX$q(V2r|L4C+ zj+hXfz_Ej`BxQfET<>?T#HGW>82I^9+{}#W%bSwf8MWfk1;Df$)XvWA%RmqirmrXs zdzuZTw;>=RoN6VyfP{Rw$7Ph#TRpxit*zl4S9=_o~{%&*9SF@0w zk_(ApPU6EgWyY~BaX?C(tbZIB`lHa08K`Vti2 zFJqv4(%r{1w~+xHF;qd22){e|(1~ORKneq7e9*|Qw}5X8#0!c6R^|^-RRqyUe}8{8 zG5}x*_=Sc-`UBgT0%8q-Mu<#I6iBndR{h_KR1=2(rVn;V$VxdZE$fIa*6R$?+0!?e zoFrmWEpgh_1(s4Dhy$P)#Pr=yeJ8H1O$B&pRH#Vtf~Oh@kuC%|CCCb(kUm&q`a#p6 zr>}1bhzmf5R{>hpORGljY0G5@i*@RA{+OETH7joPQO#evE^=}Og2zDD(tdwo4{T{* z?Et2qBl}=qy}^kC7%`w75EdU#%72`cL;>L_O_Zap>2F|;rD2nW@P^?ld3g_JT-I5D zOOFKX49jc#Z768IaU%Fp4Gj&D2?+@%f4B#gCQ2ZL&>PQnW$BpRYDN&z^|(Ak_7u;b zKi>iR4?ZA&o<5xR`eD4W|EC$WQEm|c-2B|FZfmzIXZ)jxaoOcXRmteQ^gAyNxlFH%rw zftRDW@rVos7I`j6_aLEJprj&@6d=~iyn6L2b-@Y3oVhtUqFKs1rRosE7CXQB7C}2=V}E<;1EK(BIn56!v6`a^Ghho# zpTmwUW)F0m!o$Mw&l*(K)b`S{hk4sgEDtIt|1N`tHl z=7-f@8=USfAyf^BZAO5ef>EklCy;hTfu4jXbbxPSVgfO&7?66%?YFUWaF}AqC7 z4<3Mo*p17h>gGc}A5S;PcnSX5C@*;3oC5g_s`uwMH*VZGfm{djv$D1I8!}GFSpdzo z2O>~&hc3>50QL(E)PqPb@|SMze<2A0c`k8($SNg+fY>g4PwDydc7U@HgMJpGAqM3q zSvfg=fE@8g7+Q;~V{0M2 zGD!01uKvtw0D&=xChm>tg(6xRAFpA>iM$u43iU-E8Zx>N)oA{EVFf7&M0E_dvp}lj zbljR!30N|}r%96yQ7-Eyv(+iwBlZK36syjW%45c+RBpn?&(9+VXH@gc# zPNX-1ClGM&GhpUv@7}ekeKlp>hJ#HloFoEuO-N2uHsS;doMgbHHlK8`fyvG0eqwsO zHEljt;xTDij|1WDwc&hHPJIj{r~(OP7;arqcL@$&f|vI`8(S!7nsMrP<0I( zsHQ(#5;04{{R(gSlaaEZ~2zy60 z_w@D(E?V*M^OHgR1J(pYG!II$7&4_p(SOCfv_zO-FbkJqY8<$@rRws%^uOJ00_0E$ z>Ur3gz{5hpz`_C*DeAJbp*d?%)Pe;Zvya{85yi>HrHb~QCg*)a5Pa!`V}rI_i*6~( z*F0_THbBx2WU(}2fI9$OO99*CHh4AJjBqm~F zVWC9@=Jzi{As*kY;&F4Sh)*h-7n5LUfd27ZGpTDDA>M4T8-QJet*w4Qw|mm~kdnR@sGxEVmNd z=2|u#j!%~XlqG9o!iX$dVAKB@z={g5?<$3=nS-mKc-F4ZnXZ}-L{A{CLYfIoc=~Dq ztRY87N5WmGa*h)~)vtv}RZej+-i5X~?y!t+Ci)bD{%L>Y{R9ya_Z>kYK{N2zPXJB*eHX zBO{ZRnTe(m0|d7gAh3gY84W&2hryN)cBAPcK}~hA{5qd5#UfcJ7+EkvsIZy5RaY*! z0~(b$5I-Fo8++DZVPRohIiXUQxbM;k1C4kJu!uE2a~$?aJ@vpcFgG_}DTOHyyHW^n zLL&RhR~!$8?DhTa-z`ya1a;Qt^S3Z1K*a6&ix=MCMF6M|7dl|{34(uc!5NvEc&9-W zGIegS(!zoVepe{0@INLd0=_L}G&WL#)X3>OprnG)h4li|EFmAfvbuWb&YdgGvk;fP zhEd6?*bzX)Q@nXDlF?%g|v7>Iy^fn^{~Rg@$i zVFY9r~&d>Q$8-m6hf*?h<`Ea;@v{;D1A{Ly|aq0`mH9$1svJJx3 z_Z_yTdLX=TMj-*1OAu@l0%aj1P$UFb1o2p4Lmw)*hXLtU1k{d1M2lm|X;_UEz@xI8aEd?JRAIP)qc8OeugFGo~%`a3) z5rXd40{9p(E0SS~gvZ2mf}9{CjBy2-I6OSj;D^NBPjUJP-VO|ztc=WxEi*`v!W#Pz z6pQl8Y0kShRV1|;3IhSfqj>O%A)VQ&<#bWMwg9wH!!mYilK? zq=j`1`Ia9P(+L+;@)$}rM=rXgOd-T`rI;o?D9G~HGa)JqR3s{ykL=K(u{ zd~hWz(O|CC8|*E;LXy*jDhlXr!b;K8-JJ&Y6o7qf3d(=57{eYI96o0C5|r}sUI5p@?iUs=5K8l7{`Lwq?I2o1C#wtRhUv-y zqJS!Olekw=5my+LYrSrdZUMs(xz6NdO3gPDz;_0D39yR4z^%njZd*NRq_F-;wfmcw?Da1KGA=gY+#_T_H6?Acg2MhS~uq-T@=wO$8MZuk3z2 zM*2R|ml1|BZ0wK{c*NNmHy7S$ZALD67YU*R@3a19*MN%Z%B#5KHI3v$G?Sa`zi2*kZ)% zL#VEPg+8ERhS+~Th3C(Q?(~B+5+a%hSMRrYC+QFo@-%@f$SCk~&qE;O> z1$VRowteZ3E#Pwy*|S{;en_<^2pS@w-Btr3%^jCUu#(h!7l7~Pcz=2RY@852gqT6k z3pFhwmk>zj`HGz10o^5EDi=TaS!sCnfj)^GIj2Sh9jIhTynV|F8hNx}+>p22w@|z3 z*GDXIrVzZ7t;a$n*s#rlXe1)Mfe0|J4rWvDA^AcsoB4Jy}7wDJzZVEAW}|D)9ixAXt` c@8$alxnt%x;|<#&)r}(iSV6K#{LRPz1>Mx02vh@>fmhbZz06O!z1$YXW9qM-6}Nr|Ht zC}3%+Hdvz+P$)Wu8yrie-Q-?v%5BpUgQY}yquGi~D zQB)uhNTpJVM3Rw_0YQ*RBoYdRGMNlP5EzCLF*P8uSo}%PM-U9jce z?$GQfpIZE^{>Z9z0N{TxKAOWTxIWr1+DGr8aV76P1HQN`bkET*G?@u`nbsoGt9-dd zPD^|xZ&v@2LlfWs`{k-bf(vUgPLIMFOr`v-hw8Fw$ zmHL5iu8cO|0av*M^R#LfCOBKKIrx!5 zT8i7aAaUBSf7_P)yVX;WqUBhYvTO^Of=qjndy0B1RmIH%g`;hjFlo zU9Tb*d}q{8C1`ZYJs;cE$@-STB65&NKLx7fwmUT-cJYNM9|(d;(cicJH_X!%2rhVj z-Y|vHWLWj^VTccQzgl0C-ICZDq5C{Ncef4H7lquMzXogS3_i1>?QQp!rvB=V)LrV4 znp??aSNX~EV9{xKWa|j}_Zc~NU(zBsetHGc<>?N4t25W!)VKA*p3-9>6PebE zm1;I?8{5yQg4Yqu>oY=kUsBy9vb*fiN-H*E{5CwOFx8Q-pK@0Jy#Mz0?=KF-ywb7Y zeir_J`ycuwJkVY)^+qVt(#SSW+QGAJ@4{}fRj94ZTCVa&YR`53iAwmO?OCZ;>3f8UW)Asqq6C{+Q_BDFe$>!^JeRH(NR2Q;1Joi{P)^_4y^C zF8kQwLi!DQ;G5bJ>hdn*3{Sf}-Qzx)>$)*%0<4wDpqu&R(VIOUg~!tYxo^GyQz-b)OXlgan>_ppG+={x}S#!F7qsLTXi2OzvDZNa-NwH3D%*U%`iep)-(ul2%d7+bzkNrd(( z75g$_v1oAW7R@pY588AC-4^ZUO{ zQhc0b>!7r77_EEwPVhT@glZJT#@KGZ<4RuRZUk}E=;wRRna3`BBr)JHSus#THU{CQB3 zRpirTzP^a`%zJ=`_, `cuDNN `_ or `TensorRT `_. + +The main premise of this project is the following: programming paradigms based on blocked algorithms [8]_ can facilitate the construction of high-performance compute kernels for neural networks. We specifically revisit traditional "Single Program, Multiple Data" (SPMD [9]_) execution models for GPUs, and propose a variant in which programs -- rather than threads -- are blocked. For example, in the case of matrix multiplication, CUDA and Triton differ as follows: + +.. table:: + :widths: 50 50 + + +-----------------------------------------------------+-----------------------------------------------------+ + | CUDA Programming Model | Triton Programming Model | + | | | + | (Scalar Program, Blocked Threads) | (Blocked Program, Scalar Threads) | + +=====================================================+=====================================================+ + | | | + |.. code-block:: C |.. code-block:: C | + | | :force: | + | | | + | #pragma parallel | #pragma parallel | + | for(int m = 0; i < M; m++) | for(int m = 0; m < M; m += MB) | + | #pragma parallel | #pragma parallel | + | for(int n = 0; j < N; n++){ | for(int n = 0; n < N; n += NB){ | + | float acc = 0; | float acc[MB, NB] = 0; | + | for(int k = 0; k < K;k ++) | for(int k = 0; k < K; k += KB) | + | acc += A[i, k]* B[k, j]; | acc += A[m:m+MB, k:k+KB] | + | | @ B[k:k+KB, n:n+NB]; | + | C[i, j] = acc; | C[m:m+MB, n:n+NB] = acc; | + | } | } | + | | | + +-----------------------------------------------------+-----------------------------------------------------+ + | |pic1| | |pic2| | + +-----------------------------------------------------+-----------------------------------------------------+ + + +.. |pic1| image:: cuda-parallel-matmul.png + +.. |pic2| image:: triton-parallel-matmul.png + +A key benefit of this approach is that it leads to block-structured iteration spaces that offer programmers more flexibility than existing DSLs when implementing sparse operations, all while allowing compilers to aggressively optimize programs for data locality and parallelism. + +-------------- +Challenges +-------------- + +The main challenge posed by our proposed paradigm is that of work scheduling, i.e., how the work done by each program instance should be partitioned for efficient execution on modern GPUs. To address this issue, the Triton compiler makes heavy use of *block-level data-flow analysis*, a technique for scheduling iteration blocks statically based on the control- and data-flow structure of the target program. The resulting system actually works surprisingly well: our compiler manages to apply a broad range of interesting optimization automatically (e.g., automatic coalescing, thread swizzling, pre-fetching, automatic vectorization, tensor core-aware instruction selection, shared memory allocation/synchronization, asynchronous copy scheduling). Of course doing all this is not trivial; one of the purposes of this guide is to give you a sense of how it works. + +-------------- +References +-------------- + +.. [1] Sutskever et al., "Sequence to Sequence Learning with Neural Networks", NIPS 2014 +.. [2] Redmon et al., "You Only Look Once: Unified, Real-Time Object Detection", CVPR 2016 +.. [3] Lee et al., "Superhuman Accuracy on the SNEMI3D Connectomics Challenge", ArXiV 2017 +.. [4] Baghdadi et al., "Tiramisu: A Polyhedral Compiler for Expressing Fast and Portable Code", CGO 2021 +.. [5] Vasilache et al., "Tensor Comprehensions: Framework-Agnostic High-Performance Machine Learning Abstractions", ArXiV 2018 +.. [6] Ragan-Kelley et al., "Halide: A Language and Compiler for Optimizing Parallelism, Locality, and Recomputation in Image Processing Pipelines", PLDI 2013 +.. [7] Chen et al., "TVM: An Automated End-to-End Optimizing Compiler for Deep Learning", OSDI 2018 +.. [8] Lam et al., "The Cache Performance and Optimizations of Blocked Algorithms", ASPLOS 1991 +.. [9] Auguin et al., "Opsila: an advanced SIMD for numerical analysis and signal processing", EUROMICRO 1983 \ No newline at end of file diff --git a/_sources/programming-guide/related-work.rst.txt b/_sources/programming-guide/related-work.rst.txt new file mode 100644 index 000000000..2222f70ae --- /dev/null +++ b/_sources/programming-guide/related-work.rst.txt @@ -0,0 +1,209 @@ +============== +Related Work +============== + +At first sight, Triton may seem like just yet another DSL for DNNs. The purpose of this section is to contextualize Triton and highlights its differences with the two leading approaches in this domain: polyhedral compilation and scheduling languages. + +----------------------- +Polyhedral Compilation +----------------------- + +Traditional compilers typically rely on intermediate representations, such as LLVM-IR [1]_, that encode control flow information using (un)conditional branches. This relatively low-level format makes it difficult to statically analyze the runtime behavior (e.g., cache misses) of input programs, and to automatically optimize loops accordingly through the use of tiling [2]_, fusion [3]_ and interchange [4]_. To solve this issue, polyhedral compilers [5]_ rely on program representations that have statically predictable control flow, thereby enabling aggressive compile-time program transformations for data locality and parallelism. Though this strategy has been adopted by many languages and compilers for DNNs such as Tiramisu [6]_, Tensor Comprehensions [7]_, Diesel [8]_ and the Affine dialect in MLIR [9]_, it also comes with a number of limitations that will be described later. + ++++++++++++++++++++++++ +Program Representation ++++++++++++++++++++++++ + +Polyhedral compilation is a vast area of research. In this section we only outline the most basic aspects of this topic, but readers interested in the solid mathematical foundations underneath may refer to the ample litterature on linear and integer programming. + +.. table:: + :widths: 50 50 + + +-----------------------------------------------------+-----------------------------------------------------+ + | | | + |.. code-block:: C | |pic1| | + | | | + | for(int i = 0; i < 3; i++) | | + | for(int j = i; j < 5; j++) | | + | A[i][j] = 0; | | + +-----------------------------------------------------+-----------------------------------------------------+ + +.. |pic1| image:: polyhedral-iteration.png + :width: 300 + +Polyhedral compilers focus on a class of programs commonly known as **Static Control Parts** (SCoP), *i.e.*, maximal sets of consecutive statements in which conditionals and loop bounds are affine functions of surrounding loop indices and global invariant parameters. As shown above, programs in this format always lead to iteration domains that are bounded by affine inequalities, i.e., polyhedral. These polyhedra can also be defined algebraically; for the above example: + +.. math:: + + \mathcal{P} = \{ i, j \in \mathbb{Z}^2 + ~|~ + \begin{pmatrix} + 1 & 0 \\ + -1 & 0 \\ + -1 & 1 \\ + 0 & -1 \\ + \end{pmatrix} + \begin{pmatrix} + i \\ + j + \end{pmatrix} + + + \begin{pmatrix} + 0 \\ + 2 \\ + 0 \\ + 4 + \end{pmatrix} + \geq + 0 + \} + + +Each point :math:`(i, j)` in :math:`\mathcal{P}` represents a *polyhedral statement*, that is a program statement which (1) does not induce control-flow side effects (e.g., :code:`for`, :code:`if`, :code:`break`) and (2) contains only affine functions of loop indices and global parameters in array accesses. To facilitate alias analysis, array accesses are also mathematically abstracted, using so-called *access function*. In other words, :code:`A[i][j]` is simply :code:`A[f(i,j)]` where the access function :math:`f` is defined by: + +.. math:: + + f(i, j) = \begin{pmatrix} + 1 & 0\\ + 0 & 1\\ + \end{pmatrix} + \begin{pmatrix} + i\\ + j + \end{pmatrix} + = + (i, j) + + +Note that the iteration domains of an SCoP does not specify the order in which its statements shall execute. In fact, this iteration domain may be traversed in many different possible legal orders, i.e. *schedules*. Formally, a schedule is defined as a p-dimensional affine transformation :math:`\Theta` of loop indices :math:`\mathbf{x}` and global invariant parameters :math:`\mathbf{g}`: + +.. math:: + \Theta_S(\mathbf{x}) = T_S \begin{pmatrix} + \vec{x}\\ + \vec{g}\\ + 1 + \end{pmatrix} + \qquad + T_S \in \mathbb{Z} ^{p \times (\text{dim}(\mathbf{x}) + \text{dim}(\mathbf{g}) + 1)} + + +Where :math:`\Theta_S(\mathbf{x})` is a p-dimensional vector representing the slowest to fastest growing indices (from left to right) when traversing the loop nest surrounding :math:`S`. For the code shown above, the original schedule defined by the loop nest in C can be retrieved by using: + +.. math:: + \Theta_S(\mathbf{x}) = \begin{pmatrix} + 1 & 0 \\ + 0 & 1 \\ + \end{pmatrix} + \begin{pmatrix} + i & j + \end{pmatrix}^T + = + \begin{pmatrix} + i & j + \end{pmatrix}^T + + +where :math:`i` and :math:`j` are respectively the slowest and fastest growing loop indices in the nest. If :math:`T_S` is a vector (resp. tensor), then :math:`\Theta_S` is a said to be one-dimensional (resp. multi-dimensional). + ++++++++++++ +Advantages ++++++++++++ + +Programs amenable to polyhedral compilation can be aggressively transformed and optimized. Most of these transformations actually boil down to the production of schedules and iteration domains that enable loop transformations promoting parallelism and spatial/temporal data locality (e.g., fusion, interchange, tiling, parallelization). + +Polyhedral compilers can also automatically go through complex verification processes to ensure that the semantics of their input program is preserved throughout this optimization phase. Note that polyhedral optimizers are not incompatible with more standard optimization techniques. In fact, it is not uncommon for these systems to be implemented as a set of LLVM passes that can be run ahead of more traditional compilation techniques [10]_. + +All in all, polyhedral machinery is extremely powerful, when applicable. It has been shown to support most common loop transformations, and has indeed achieved performance comparable to state-of-the-art GPU libraries for dense matrix multiplication [8]_. Additionally, it is also fully automatic and doesn't require any hint from programmers apart from source-code in a C-like format. + +++++++++++++ +Limitations +++++++++++++ + +Unfortunately, polyhedral compilers suffer from two major limitations that have prevented its adoption as a universal method for code generation in neural networks. + +First, the set of possible program transformations $\Omega = \{ \Theta_S ~|~ S \in \text{program} \}$ is large, and grows with the number of statements in the program as well as with the size of their iteration domain. Verifying the legality of each transformation can also require the resolution of complex integer linear programs, making polyhedral compilation very computationally expensive. To make matters worse, hardware properties (e.g., cache size, number of SMs) and contextual characteristics (e.g., input tensor shapes) also have to be taken into account by this framework, leading to expensive auto-tuning procedures [11]_. + +Second, the polyhedral framework is not very generally applicable; SCoPs are relatively common [12]_ but require loop bounds and array subscripts to be affine functions of loop indices, which typically only occurs in regular, dense computations. For this reason, this framework still has to be successfully applied to sparse -- or even structured-sparse -- neural networks, whose importance has been rapidly rising over the past few years. + +On the other hand, blocked program representations advocated by this dissertation are less restricted in scope and can achieve close to peak performance using standard dataflow analysis. + +----------------------- +Scheduling Languages +----------------------- + +Separation of concerns \cite{dijkstra82} is a well-known design principle in computer science: programs should be decomposed into modular layers of abstraction that separate the semantics of their algorithms from the details of their implementation. Systems like Halide and TVM push this philosophy one step further, and enforce this separation at the grammatical level through the use of a **scheduling language**. The benefits of this methodology are particularly visible in the case of matrix multiplication, where, as one can see below, the definition of the algorithm (Line 1-7) is completely disjoint from its implementation (Line 8-16), meaning that both can be maintained, optimized and distributed independently. + +.. code-block:: python + :linenos: + + // algorithm + Var x("x"), y("y"); + Func matmul("matmul"); + RDom k(0, matrix_size); + RVar ki; + matmul(x, y) = 0.0f; + matmul(x, y) += A(k, y) * B(x, k); + // schedule + Var xi("xi"), xo("xo"), yo("yo"), yi("yo"), yii("yii"), xii("xii"); + matmul.vectorize(x, 8); + matmul.update(0) + .split(x, x, xi, block_size).split(xi, xi, xii, 8) + .split(y, y, yi, block_size).split(yi, yi, yii, 4) + .split(k, k, ki, block_size) + .reorder(xii, yii, xi, ki, yi, k, x, y) + .parallel(y).vectorize(xii).unroll(xi).unroll(yii); + + +The resulting code may however not be completely portable, as schedules can sometimes rely on execution models (e.g., SPMD) or hardware intrinsics (e.g., matrix-multiply-accumulate) that are not widely available. This issue can be mitigated by auto-scheduling mechanisms [13]_. + ++++++++++++ +Advantages ++++++++++++ + +The main advantage of this approach is that it allows programmers to write an algorithm *only once*, and focus on performance optimization separately. It makes it possible to manually specify optimizations that a polyhedral compiler wouldn't be able to figure out automatically using static data-flow analysis. + +Scheduling languages are, without a doubt, one of the most popular approaches for neural network code generation. The most popular system for this purpose is probably TVM, which provides good performance across a wide range of platforms as well as built-in automatic scheduling mechanisms. + +++++++++++++ +Limitations +++++++++++++ + +This ease-of-development comes at a cost. First of all, existing systems that follow this paradigm tend to be noticeably slower than Triton on modern hardware when applicable (e.g., V100/A100 tensor cores w/ equal tile sizes). I do believe that this is not a fundamental issue of scheduling languages -- in the sense that it could probably be solved with more efforts -- but it could mean that these systems are harder to engineer. More importantly, existing scheduling languages generate loops whose bounds and increments cannot depend on surrounding loop indice without at least imposing severe constraints on possible schedules -- if not breaking the system entirely. This is problematic for sparse com-putations, whose iteration spaces may be irregular. + +.. table:: + :widths: 50 50 + + +-----------------------------------------------------+-----------------------------------------------------+ + | | | + |.. code-block:: C | |pic2| | + | | | + | for(int i = 0; i < 4; i++) | | + | for(int j = 0; j < 4; j++) | | + | float acc = 0; | | + | for(int k = 0; k < K[i]; k++) | | + | acc += A[i][col[i,k]]*B[k][j] | | + | C[i][j] = acc; | | + +-----------------------------------------------------+-----------------------------------------------------+ + +.. |pic2| image:: halide-iteration.png + :width: 300 + +On the other hand, the block-based program representation that we advocate for through this work allows for block-structured iteration spaces and allows programmers to manually handle load-balancing as they wish. + +-------------- +References +-------------- + +.. [1] Lattner et al., "LLVM: a compilation framework for lifelong program analysis transformation" +.. [2] Wolfe, "More Iteration Space Tiling", SC 1989 +.. [3] Darte, "On the Complexity of Loop Fusion", PACT 1999 +.. [4] Allen et al., "Automatic Loop Interchange", SIGPLAN Notices 1984 +.. [5] Ancourt et al., "Scanning Polyhedra with DO Loops", PPoPP 1991 +.. [6] Baghdadi et al., "Tiramisu: A Polyhedral Compiler for Expressing Fast and Portable Code", CGO 2021 +.. [7] Vasilache et al., "Tensor Comprehensions: Framework-Agnostic High-Performance Machine Learning Abstractions", ArXiV 2018 +.. [8] Elango et al. "Diesel: DSL for Linear Algebra and Neural Net Computations on GPUs", MAPL 2018 +.. [9] Lattner et al., "MLIR Primer: A Compiler Infrastructure for the End of Moore’s Law", Arxiv 2019 +.. [10] Grosser et al., "Polly - Performing Polyhedral Optimizations on a Low-Level Intermediate Representation", Parallel Processing Letters 2012 +.. [11] Sato et al., "An Autotuning Framework for Scalable Execution of Tiled Code via Iterative Polyhedral Compilation", TACO 2019 +.. [12] Girbal et al., "Semi-Automatic Composition of Loop Transformations for Deep Parallelism and Memory Hierarchies", International Journal of Parallel Programming 2006 +.. [13] Mullapudi et al., "Automatically scheduling halide image processing pipelines", TOG 2016 \ No newline at end of file diff --git a/_sources/programming-guide/triton-c.rst.txt b/_sources/programming-guide/triton-c.rst.txt new file mode 100644 index 000000000..789bdb268 --- /dev/null +++ b/_sources/programming-guide/triton-c.rst.txt @@ -0,0 +1,83 @@ +======================= +The Triton-C Language +======================= + +In the introduction, we stressed the importance of blocked algorithms and described their core principles in pseudo-code. To facilitate their implementation on modern GPU hardware, we present Triton-C, a single-threaded imperative kernel language in which block variables are first-class citizen. This language may be used either directly by developers familiar with C, or as an intermediate language for existing (and future) transcompilers. In this chapter, we describe its differences with C, its Numpy-like semantics and its "Single-Program, Multiple-Data" (SPMD) programming model. + +------------------- +Differences with C +------------------- + +The syntax of Triton-C is based on that of ANSI C, but was modified and extended to accomodate the semantics and programming model described in the next two subsections. These changes fall into the following categories: + ++++++++++++ +Extensions ++++++++++++ + +**Variable declarations**: Triton adds special-purpose syntax for multi-dimensional array declarations (e.g., :code:`int block[16, 16]`), which purposely differs from that of nested arrays (i.e., arrays of pointers) found in ANSI C (e.g., :code:`int block[16][16]`). Block dimensions must be constant but can also be made parametric with the use of pre-processor macros. One-dimensional blocks of integers may be initialized using ellipses (e.g., :code:`int range[16] = 0 ... 16`). + +**Primitive types**: Triton-C supports the following primitive data-types: :code:`bool`, :code:`uint8`, :code:`uint16`, :code:`uint32`, :code:`uint64`, :code:`int8`, :code:`int16`, :code:`int32`, :code:`int64`, :code:`half`, :code:`float`, :code:`double`. + +**Operators and built-in function**: The usual C operators were extended to support element-wise array operations (:code:`+`, :code:`-`, :code:`&&`, :code:`*`, etc.) and complex array operations(:code:`@` for matrix multiplication). Additionally, some built-in functions were added for concurrency (:code:`get_program_id`, :code:`atomic_add`). + +**Slicing and broadcasting**: Multi-dimensional blocks can be broadcast along any particular dimension using numpy-like slicing syntax (e.g., :code:`int array[8, 8] = range[:, newaxis]` for stacking columns). Note that, as of now, slicing blocks to retrieve sub-blocks (or scalars) is forbidden as it is incompatible with the automatic parallelization methods used by our JIT. Reductions can be achieved using a syntax similar to slicing (e.g., :code:`array[+]` for summing an array, or :code:`array[:, max]` for row-wise maximum). Currently supported reduction operators are :code:`+`, :code:`min`, :code:`max`. + +**Masked pointer dereferencement**: Block-level operations in Triton-C are "atomic", in the sense that they execute either completely or not at all. Basic element-wise control-flow for block-level operations can nonetheless be achieved using ternary operators and the *masked pointer dereferencement* operator exemplified below: + +.. code-block:: C + + // create mask + bool mask[16, 16] = ...; + // conditional addition + float x[16, 16] = mask ? a + b : 0; + // conditional load + float y[16] 16] = mask ? *ptr : 0; + // conditional store + *?(mask)ptr = y; + \end{lstlisting} + + ++++++++++++++ +Restrictions ++++++++++++++ + +The Triton project is still in its infancy. As such, there are quite a few features of ANSI C that are not supported: + +**Non-kernel functions**: Right now, all function definitions must be kernels, i.e. be preceded with the :code:`__global__` attribute. We are aware that this is a severe limitations, and the reason why it exists is because our automatic parallelization engine would not be capable of handling array parameter arguments. + +**Non-primitive types**: Non-primitive types defined with :code:`struct` and :code:`union` are currently not supported, again because it is unclear at this point how these constructs would hook into our block-level data-flow analysis passes. + +**While loops**: We just haven't had time to implement those yet. + +---------------- +Semantics +---------------- + +The existence of built-in **blocked** types, variable and operations in Triton-C offers two main benefits. First, it simplifies the structure of blocked programs by hiding important details pertaining to concurrent programming such as memory coalescing, cache management and specialized tensor instrinsics. Second, it opens the door for compilers to perform these optimizations automatically. However, it also means that programs have some kind of *block-level semantics* that does not exist in C. Though some aspects of it (e.g., the :code:`@` operator) are pretty intuitive, one in particular might be puzzling to some GPU programmers: broadcasting semantics. + ++++++++++++++++++++++++ +Broadcasting Semantics ++++++++++++++++++++++++ + + +Block variables in Triton are strongly typed, meaning that certain instructions statically require their operands to satisfy strict shape constraints. For example, a scalar may not be added to an array unless it is first appropriately broadcast. *Broadcasting semantics* (first introduced in `Numpy `_) provides two formal rules for performing these conversions automatically in the case of binary operators: (1) the shape of the lowest-dimension operand is left-padded with ones until both operands have the same dimensionality; and (2) the content of both operands is replicated as many times as needed until their shape is identical. An error is emitted if this cannot be done. + +.. code-block:: C + + int a[16], b[32, 16], c[16, 1]; + // a is first reshaped to [1, 16] + // and then broadcast to [32, 16] + int x_1[32, 16] = a[newaxis, :] + b; + // Same as above but implicitly + int x_2[32, 16] = a + b; + // a is first reshaped to [1, 16] + // a is broadcast to [16, 16] + // c is broadcast to [16, 16] + int y[16, 16] = a + c; + +------------------ +Programming Model +------------------ + +As discussed in the `CUDA documentation `_, The execution of CUDA code on GPUs is supported by an `SPMD `_ programming model in which each kernel instance is associated with an identifiable *thread-block*, itself decomposed into *warps* of 32 *threads*. The Triton programming model is similar, but each kernel is *single-threaded* -- though automatically parallelized -- and associated with a global :code:`program id` which varies from instance to instance. This approach leads to simpler kernels in which CUDA-like concurrency primitives (shared memory synchronization, inter-thread communication, etc.) do not exist. The global program ids associated with each kernel instance can be queried using the :code:`get_program_id(axis)` built-in function where :code:`0 <= axis <= 2`. This is, for example, useful to create e.g., blocks of pointers as shown in the tutorials. + diff --git a/getting-started/tutorials/01-vector-add.html b/getting-started/tutorials/01-vector-add.html index 69d8da73e..bc05e825a 100644 --- a/getting-started/tutorials/01-vector-add.html +++ b/getting-started/tutorials/01-vector-add.html @@ -362,8 +362,8 @@ for different problem sizes.

benchmark.run(show_plots=True)
 
-vector-add-performance -

Total running time of the script: ( 0 minutes 7.756 seconds)

+01 vector add +

Total running time of the script: ( 0 minutes 9.497 seconds)

-softmax-performance +02 fused softmax

In the above plot, we can see that:

    @@ -405,7 +405,7 @@ This means that – when temporary data is too large to fit entirely in the GPU Note that our Triton kernel is not only faster than PyTorch’s CUDA kernel, it is also easier to read, understand and maintain.

-

Total running time of the script: ( 0 minutes 19.933 seconds)

+

Total running time of the script: ( 0 minutes 25.654 seconds)

+
+ +
+ +
+

+ © Copyright 2020, Philippe Tillet. + +

+
+ + + + Built with Sphinx using a + + theme + + provided by Read the Docs. + +
+ + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/programming-guide/related-work.html b/programming-guide/related-work.html new file mode 100644 index 000000000..6472bc5bb --- /dev/null +++ b/programming-guide/related-work.html @@ -0,0 +1,425 @@ + + + + + + + + + + Related Work — Triton documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+ + + +
+ + + + + +
+ +
+ + + + + + + + + + + + + + + + + + + +
+ + + + +
+
+
+
+ + + + +
+ +
+
+ +
+ +
+

+ © Copyright 2020, Philippe Tillet. + +

+
+ + + + Built with Sphinx using a + + theme + + provided by Read the Docs. + +
+
+
+ +
+ +
+ + + + + + + + + + + \ No newline at end of file diff --git a/programming-guide/triton-c.html b/programming-guide/triton-c.html new file mode 100644 index 000000000..1efd4e578 --- /dev/null +++ b/programming-guide/triton-c.html @@ -0,0 +1,271 @@ + + + + + + + + + + The Triton-C Language — Triton documentation + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + +
+ + + +
+ + + + + +
+ +
+ + + + + + + + + + + + + + + + + + + +
+ + + + +
+
+
+
+ +
+

The Triton-C Language

+

In the introduction, we stressed the importance of blocked algorithms and described their core principles in pseudo-code. To facilitate their implementation on modern GPU hardware, we present Triton-C, a single-threaded imperative kernel language in which block variables are first-class citizen. This language may be used either directly by developers familiar with C, or as an intermediate language for existing (and future) transcompilers. In this chapter, we describe its differences with C, its Numpy-like semantics and its “Single-Program, Multiple-Data” (SPMD) programming model.

+
+

Differences with C

+

The syntax of Triton-C is based on that of ANSI C, but was modified and extended to accomodate the semantics and programming model described in the next two subsections. These changes fall into the following categories:

+
+

Extensions

+

Variable declarations: Triton adds special-purpose syntax for multi-dimensional array declarations (e.g., int block[16, 16]), which purposely differs from that of nested arrays (i.e., arrays of pointers) found in ANSI C (e.g., int block[16][16]). Block dimensions must be constant but can also be made parametric with the use of pre-processor macros. One-dimensional blocks of integers may be initialized using ellipses (e.g., int range[16] = 0 ... 16).

+

Primitive types: Triton-C supports the following primitive data-types: bool, uint8, uint16, uint32, uint64, int8, int16, int32, int64, half, float, double.

+

Operators and built-in function: The usual C operators were extended to support element-wise array operations (+, -, &&, *, etc.) and complex array operations(@ for matrix multiplication). Additionally, some built-in functions were added for concurrency (get_program_id, atomic_add).

+

Slicing and broadcasting: Multi-dimensional blocks can be broadcast along any particular dimension using numpy-like slicing syntax (e.g., int array[8, 8] = range[:, newaxis] for stacking columns). Note that, as of now, slicing blocks to retrieve sub-blocks (or scalars) is forbidden as it is incompatible with the automatic parallelization methods used by our JIT. Reductions can be achieved using a syntax similar to slicing (e.g., array[+] for summing an array, or array[:, max] for row-wise maximum). Currently supported reduction operators are +, min, max.

+

Masked pointer dereferencement: Block-level operations in Triton-C are “atomic”, in the sense that they execute either completely or not at all. Basic element-wise control-flow for block-level operations can nonetheless be achieved using ternary operators and the masked pointer dereferencement operator exemplified below:

+
// create mask
+bool mask[16, 16] = ...;
+// conditional addition
+float x[16, 16] = mask ? a + b : 0;
+// conditional load
+float y[16] 16] = mask ? *ptr : 0;
+// conditional store
+*?(mask)ptr = y;
+\end{lstlisting}
+
+
+
+
+

Restrictions

+

The Triton project is still in its infancy. As such, there are quite a few features of ANSI C that are not supported:

+

Non-kernel functions: Right now, all function definitions must be kernels, i.e. be preceded with the __global__ attribute. We are aware that this is a severe limitations, and the reason why it exists is because our automatic parallelization engine would not be capable of handling array parameter arguments.

+

Non-primitive types: Non-primitive types defined with struct and union are currently not supported, again because it is unclear at this point how these constructs would hook into our block-level data-flow analysis passes.

+

While loops: We just haven’t had time to implement those yet.

+
+
+
+

Semantics

+

The existence of built-in blocked types, variable and operations in Triton-C offers two main benefits. First, it simplifies the structure of blocked programs by hiding important details pertaining to concurrent programming such as memory coalescing, cache management and specialized tensor instrinsics. Second, it opens the door for compilers to perform these optimizations automatically. However, it also means that programs have some kind of block-level semantics that does not exist in C. Though some aspects of it (e.g., the @ operator) are pretty intuitive, one in particular might be puzzling to some GPU programmers: broadcasting semantics.

+
+

Broadcasting Semantics

+

Block variables in Triton are strongly typed, meaning that certain instructions statically require their operands to satisfy strict shape constraints. For example, a scalar may not be added to an array unless it is first appropriately broadcast. Broadcasting semantics (first introduced in Numpy) provides two formal rules for performing these conversions automatically in the case of binary operators: (1) the shape of the lowest-dimension operand is left-padded with ones until both operands have the same dimensionality; and (2) the content of both operands is replicated as many times as needed until their shape is identical. An error is emitted if this cannot be done.

+
int a[16], b[32, 16], c[16, 1];
+// a is first reshaped to [1, 16]
+// and then broadcast to [32, 16]
+int x_1[32, 16] = a[newaxis, :] + b;
+// Same as above but implicitly
+int x_2[32, 16] = a + b;
+// a is first reshaped to [1, 16]
+// a is broadcast to [16, 16]
+// c is broadcast to [16, 16]
+int y[16, 16] = a + c;
+
+
+
+
+
+

Programming Model

+

As discussed in the CUDA documentation, The execution of CUDA code on GPUs is supported by an SPMD programming model in which each kernel instance is associated with an identifiable thread-block, itself decomposed into warps of 32 threads. The Triton programming model is similar, but each kernel is single-threaded – though automatically parallelized – and associated with a global program id which varies from instance to instance. This approach leads to simpler kernels in which CUDA-like concurrency primitives (shared memory synchronization, inter-thread communication, etc.) do not exist. The global program ids associated with each kernel instance can be queried using the get_program_id(axis) built-in function where 0 <= axis <= 2. This is, for example, useful to create e.g., blocks of pointers as shown in the tutorials.

+
+
+ + +
+ +
+
+ +
+ +
+

+ © Copyright 2020, Philippe Tillet. + +

+
+ + + + Built with Sphinx using a + + theme + + provided by Read the Docs. + +
+
+
+ +
+ +
+ + + + + + + + + + + \ No newline at end of file diff --git a/searchindex.js b/searchindex.js index 574642880..1e786c829 100644 --- a/searchindex.js +++ b/searchindex.js @@ -1 +1 @@ -Search.setIndex({docnames:["getting-started/installation","getting-started/tutorials/01-vector-add","getting-started/tutorials/02-fused-softmax","getting-started/tutorials/03-matrix-multiplication","getting-started/tutorials/index","getting-started/tutorials/sg_execution_times","index","programming-guide/chapter-1/introduction","programming-guide/chapter-2/related-work","programming-guide/chapter-3/triton-c","programming-guide/chapter-4/triton-ir"],envversion:{"sphinx.domains.c":2,"sphinx.domains.changeset":1,"sphinx.domains.citation":1,"sphinx.domains.cpp":3,"sphinx.domains.index":1,"sphinx.domains.javascript":2,"sphinx.domains.math":2,"sphinx.domains.python":2,"sphinx.domains.rst":2,"sphinx.domains.std":2,sphinx:56},filenames:["getting-started/installation.rst","getting-started/tutorials/01-vector-add.rst","getting-started/tutorials/02-fused-softmax.rst","getting-started/tutorials/03-matrix-multiplication.rst","getting-started/tutorials/index.rst","getting-started/tutorials/sg_execution_times.rst","index.rst","programming-guide/chapter-1/introduction.rst","programming-guide/chapter-2/related-work.rst","programming-guide/chapter-3/triton-c.rst","programming-guide/chapter-4/triton-ir.rst"],objects:{},objnames:{},objtypes:{},terms:{"0000":3,"1024":1,"10mn":2,"1250":3,"128":3,"182":3,"1823":2,"184":3,"185":3,"186":3,"188":3,"190":[3,5],"191":3,"192":3,"193":3,"194":3,"195":3,"196":3,"198":3,"1983":7,"1984":8,"1989":8,"199":3,"1991":[7,8],"1999":[8,10],"200":3,"2001":10,"2004":8,"2006":8,"2012":8,"2013":[7,10],"2014":7,"2016":[7,8],"2017":7,"2018":[7,8],"2019":[1,8],"202":3,"2021":[7,8],"2048":2,"2141":1,"220":3,"245":3,"2500":3,"256":[2,3],"2mn":2,"3076":1,"3713":1,"3750":3,"3mn":2,"4096":2,"4940":1,"5000":3,"502":[3,5],"512":3,"6250":3,"6724":1,"7500":3,"756":[1,5],"768":3,"781":2,"7mn":2,"8750":3,"896":3,"933":[2,5],"9733":1,"98432":1,"abstract":[7,8,10],"break":8,"byte":2,"case":[2,3,7,8,9,10],"class":[1,2,3,7,8,9],"export":3,"final":10,"float":[1,2,3,7,8,9],"function":[1,2,8,9],"import":[1,2,3,7,8,9],"int":[1,2,3,7,8,9],"return":[1,2,3,10],"short":3,"static":[7,8,9,10],"super":3,"switch":3,"true":[1,2,3],"typeof":3,"var":8,"void":[1,2,3],"while":[0,7,9],For:[1,3,7,8,9,10],One:[3,9],SMs:8,T_S:8,The:[1,2,6,7,8],These:[3,8,9,10],Used:[1,2,3],__expf:2,__global__:[1,2,3,9],_add:1,_align8:3,_dot:3,_softmax:2,_src:[1,2],a100:[3,8],abl:[3,8],about:[1,2,3,6],abov:[1,2,3,8,9],abs:1,absolut:3,academ:7,acc:[3,7,8],acceler:7,access:[1,7,8,10],accomod:[3,9],accordingli:8,account:[3,8],accumul:8,accuraci:7,achiev:[1,7,8,9],across:[7,8],activ:3,actual:[3,7,8],add:[1,5,9,10],added:[9,10],addit:[2,3,4,5,7,9,10],addition:[8,9],address:[2,7],adequ:10,adopt:8,advanc:7,advantag:1,advoc:8,affect:3,affin:8,after:[3,10],again:9,against:[1,2,3,6,10],aggreg:10,aggress:[2,7,8,10],agnost:[7,8],ahead:8,aim:6,algebra:8,algorithm:[3,7,8,9,10],alia:8,alias:10,align8:3,align:10,all:[2,3,4,7,8,9,10],allclos:[2,3],allen1984:8,allen:8,alloc:[1,7],allow:[1,2,7,8,10],almost:2,along:[1,9,10],also:[1,2,3,7,8,9,10],alwai:8,amd:7,amen:8,amount:[2,7],ampl:8,analysi:[7,8,9],analyz:8,ancourt1991:8,ancourt:8,ani:[2,3,8,9],anoth:[2,8,10],ansi:9,anywai:10,apart:8,api:[0,1],appli:[1,2,3,7,8],applic:[8,10],approach:[7,8,9],appropri:9,approxim:2,architectur:[3,7],area:8,arg:[1,2,3],argument:[1,2,3,9,10],arithmet:10,around:2,arrai:[1,8,9,10],arrang:3,art:[7,8],arxiv:[7,8],ask:2,aspect:[8,9],asplo:7,assembl:3,assert:[1,2,3],assign:10,associ:9,assum:2,ast:10,asynchron:7,atol:3,atom:[9,10],atomic_add:9,attribut:[1,9,10],auguin1983:7,auguin:7,auto:[2,8,10],autograd:[1,2],autom:7,automat:[2,3,7,8,9],autotun:[3,8],autotune_config:3,autotune_kei:3,autotune_v:3,avail:[3,7,8],awar:[7,9],axi:[1,2,3,9],back:[1,2,3],backend:10,backward:1,baghdadi2021:[7,8],baghdadi:[7,8],balanc:8,bandwidth:2,base:[7,8,9,10],basic:[1,3,4,8,9],becaus:[2,9],becom:7,been:[7,8],befor:[3,10],begin:8,behavior:8,being:10,believ:8,below:[1,4,8,9,10],bench:0,benchmark:0,benefit:[2,7,8,9,10],best:[1,3,7],better:[3,10],between:[1,7],bin:3,binari:9,bit:[2,10],block:[1,2,3,7,8,9],block_siz:8,blockidx:1,bodi:10,boil:8,bool:[1,2,9],both:[8,9],bound:[1,2,8],branch:[8,10],braun13:10,braun:10,broad:7,broadcast:10,build:[0,3],built:[1,3,8,9],c_0:3,c_1:3,c_2:3,cach:[1,2,7,8,9,10],call:[3,8,10],callabl:1,can:[0,1,2,3,7,8,9,10],cannot:[3,7,8,9],capabl:[2,6,7,9],carri:10,carter99:10,carter:10,cast:3,categori:9,cdiv:[1,3],ceil:1,center:10,certain:9,cfg:10,cgo:[7,8],chang:[3,9],chapter:[6,9,10],characterist:8,cheap:7,check:[1,2,6],chen2018:7,chen:7,chip:2,choic:6,chunk:1,cite:8,citizen:[1,9],click:[1,2,3],clone:[0,3],close:[8,10],cmake:[0,3],cmp:10,coalesc:[7,9],code:[1,2,3,4,7,8,9,10],codegen:0,coher:10,col:8,column:[2,3,9],com:[0,3,8],combin:7,come:[1,2,3,8],command:[0,3],comment:1,common:8,commonli:8,commun:9,compar:[2,3,6,8],compil:[0,1,2,3,6,7,9,10],complet:[8,9],complex:[8,9,10],compos:[7,10],composit:8,comprehens:[7,8],comput:[6,7,8],computation:[7,8],concern:8,concis:1,concurr:9,cond:[1,10],condit:[1,8,9,10],config:3,connectom:7,consecut:8,consequ:7,consid:2,consist:[2,10],constant:[9,10],constraint:[1,2,8,9],construct:[3,7,9,10],constructor:3,contain:[8,10],content:9,context:1,contextu:8,contigu:[1,3],contrari:1,control:[1,7,8,9],convers:9,convolut:7,coordin:1,copi:[1,7],core:[3,7,8,9],correct:1,correspond:[1,2,3,10],cost:8,could:[2,3,8,10],cours:[1,7],creat:[1,3,7,9,10],crucial:10,csv:1,ctx:[1,2,3],cubla:[3,7],cuda:[1,2,3,7,9],cudnn:7,current:[3,9],custom:[1,2,3,6],cutlass_include_dir:3,cutlass_library_dir:3,cutlass_library_kernel:3,cutlass_matmul:3,cutlass_tensorop_f16_s16816gemm_:3,cutlass_tensorop_f16_s884gemm_f16_:3,cvpr:7,dart:8,darte1999:8,data:[1,2,3,7,8,9,10],data_ptr:[1,2,3],dataflow:8,dblock:1,dcutlass_library_kernel:3,dcutlass_nvcc_archs_en:3,decad:7,declar:[1,9,10],decompos:[8,9],decor:1,decreas:3,deep:[3,7,8],def:[1,2,3],defin:[1,2,3,8,9,10],definit:[8,9,10],denom:2,denomin:2,dens:8,depend:8,deploi:7,dereferenc:[1,9],describ:[8,9,10],design:8,desir:[3,10],detail:[1,8,9],detect:7,develop:[7,8,9],devic:[1,2,3],dfg:10,dialect:8,dict:[1,2,3],diesel:8,differ:[1,2,3,7,8],difficult:8,difficulti:[3,7],dijkstra82:8,dim:8,dimens:[3,9,10],dimension:[3,8,9,10],dir:0,direct:0,directli:[0,9,10],discuss:9,disjoint:8,disk:1,dissert:8,distribut:8,diverg:10,divis:1,dnn:[6,7,8],do_bench:[1,2,3],document:[9,10],doe:[1,2,8,9],doesn:8,doing:[7,10],domain:[7,8],don:2,done:[0,3,7,9,10],door:9,dot:[3,10],doubl:9,doubli:3,doubt:8,down:8,download:[0,1,2,3,4],dram:2,driver:0,dsl:[6,7,8,10],dtype:[1,2,3],dure:3,each:[1,2,3,7,8,9,10],eas:8,easi:[1,3],easier:[1,2,7],education:2,effect:8,effici:[3,7,10],effort:8,egg:3,either:[9,10],elango2018:8,elango:8,element:[1,2,9,10],element_s:2,elementwis:2,ellips:9,emerg:7,emit:9,empti:[3,10],empty_lik:[1,2],enabl:8,encod:8,end:[7,8,9,10],enforc:8,engin:[8,9],ensur:8,entir:[2,8],environ:[3,6,10],equal:8,error:9,especi:7,etc:[3,9],euromicro:7,even:8,eventu:10,evidenc:7,evolv:7,exampl:[1,2,3,4,7,8,9,10],execut:[1,5,7,8,9,10],exemplifi:9,exist:[1,7,8,9],exp:2,expect:[1,2],expens:[7,8],expert:3,explor:7,exponenti:2,expos:[3,10],express:[7,8],extend:[3,9,10],extens:[1,10],extrem:8,f32_infin:2,facilit:[7,8,9],fact:[3,8],fairli:3,fall:[3,9],false_valu:10,familiar:9,far:2,fast:[2,7,8],faster:[2,3],fastest:8,featur:9,feel:3,fetch:7,few:[1,8,9],field:7,figur:8,file:[1,2,3,5],find:3,first:[1,6,8,9],fit:2,flexibl:7,float16:3,float32:[1,2,3],flow:[1,7,8,9],focu:[3,8],follow:[0,2,3,6,7,8,9,10],forbidden:9,forc:3,form:10,formal:[8,9],format:8,former:10,forward:[1,2,3,10],found:[0,9,10],foundat:8,fp16:3,framework:[7,8],free:3,from:[1,2,3,7,8,9,10],full:[1,2,3,10],fulli:8,func:8,fundament:8,further:8,fuse:[3,4,5],fusion:[2,8],futur:[3,9,10],galleri:[1,2,3,4],gbp:[1,2],gener:[1,2,3,4,7,8,10],geq:8,get:[1,2,3,5],get_program_id:[1,2,3,9],getelementptr:10,girbal2006:8,girbal:8,git:[0,3],github:[0,3],give:7,given:[2,3],global:[8,9,10],good:[1,3,8],gpgpu:7,gpu:[2,6,7,8,9,10],grammat:8,graph:10,graphic:7,greater:2,grid:[1,2,3],grid_m:3,grid_n:3,grosser2012:8,grosser:8,group:3,group_id:3,group_siz:3,grow:8,guard:[2,10],guess:2,guid:7,had:9,half:[3,9],halid:[7,8],hand:8,handl:[2,3,8,9,10],handwritten:[3,7],happen:3,hard:3,harder:8,hardwar:[3,6,8,9],has:[1,2,7,8],have:[2,7,8,9],haven:9,header:10,heavi:7,helper:2,henc:[3,10],here:[0,1,2,3],heurist:2,hide:9,hierarch:7,hierarchi:8,high:[3,7,8,10],higher:10,highest:10,highli:[3,7],highlight:[1,8],hint:[8,10],hit:3,hook:9,how:[1,2,3,6,7,9],howev:[3,8,9,10],http:[0,3],i32:10,idea:7,ident:[2,9],identifi:9,ids:9,idx:10,imag:[7,8],imper:[6,9],implement:[1,2,3,7,8,9,10],implicitli:[3,9,10],importantli:8,impos:8,improv:3,includ:[3,10],incompat:[3,8,9],increas:1,incred:7,increment:8,inde:8,independ:[8,10],index:2,indic:[2,8,10],individu:10,induc:8,industri:7,inequ:8,infanc:9,inform:8,infrastructur:8,initi:[3,9],inlin:10,inner:3,input:[1,2,3,8,10],instal:6,instanc:[2,3,7,9,10],instead:[1,2,3],instrins:9,instruct:[6,7,9],int16:9,int32:[3,9],int64:[3,9],int8:9,integ:[8,9,10],integr:0,inter:9,interchang:8,interdepend:10,interest:[0,3,7,8],intermedi:[0,6,8,9],intern:[0,2,8],interpret:10,intra:10,intrins:8,introduc:[3,9,10],introduct:[6,9],intuit:9,invari:8,ipynb:[1,2,3],irregular:[2,8],is_contigu:3,issu:[7,8],iter:[3,7,8],its:[2,8,9,10],itself:[9,10],jit:[9,10],journal:8,jrk2013:7,jupyt:[1,2,3,4],just:[1,2,3,8,9],kei:[1,2,3,7],kellei:7,kernel:[6,7,9],kick:3,kind:9,kitwar:3,known:[8,10],label:[1,2,3],lam1991:7,lam:7,lambda:[1,2,3],languag:[1,6,7],larg:[2,7,8],larger:2,later:8,latest:0,lattner2004:8,lattner2019:8,lattner:8,launch:[1,2,3],law:8,layer:[7,8],lda:3,ldb:3,ldc:3,lead:[7,8,9],learn:[1,2,3,6,7,8],least:8,lee2017:7,lee:7,left:[8,9],legal:8,less:[2,7,8],let:2,letter:8,level:[3,7,8,9],lib:3,librari:[3,7,8],lies:7,lifelong:8,like:[1,7,8,9],limit:[2,9],line:[1,2,3,8,10],linear:[7,8],linkag:10,linker:10,linux:3,list:[3,10],literatur:10,litteratur:8,live:3,llvm:[0,8,10],load:[1,2,8,9,10],local:[7,8],locat:3,logarithm:1,longer:2,look:[2,6,7],loop:[3,8,9,10],lot:10,low:8,lowest:9,lstlist:9,machin:[7,8],machineri:[7,8],macro:[1,9],made:[7,9],mai:[0,1,8,9,10],main:[3,7,8,9],maintain:[1,2,8],major:[3,8],make:[0,1,2,3,7,8,10],make_add_kernel:1,make_kernel:[2,3],manag:[7,9],mani:[1,7,8,9,10],manual:[2,8],manual_se:[1,2],mapl:[1,8],markedli:7,mask:9,masked_load:10,masked_stor:10,match:3,mathbb:8,mathbf:8,mathcal:8,mathemat:8,matmul:[3,8],matric:[2,3],matrix:[2,4,5,7,8,9,10],matrix_s:8,matter:[1,3,7,8],max:[1,2,9],max_group_s:3,max_m:[1,2,3],maxim:[6,8],maximum:[1,9],mean:[2,3,8,9,10],mechan:[2,8],memori:[1,2,3,7,8,9,10],mention:[2,3],merg:10,metadata:10,method:[1,8,9],methodolog:8,micro:[7,10],might:9,min:[2,3,9],min_m:[1,2,3],minut:[0,1,2,3],miscellan:10,miss:8,mitig:8,mixtur:3,mkdir:[0,3],mlir:8,model:[1,7,8],modern:[3,6,7,8,9],modifi:[1,3,9],modular:8,moor:8,more:[1,2,6,7,8,10],most:[3,8],move:2,much:10,mullapudi2016:8,mullapudi:8,multi:[3,7,8,9,10],multipl:[1,4,5,7,8,9,10],multipli:8,must:[2,3,9,10],naiv:[2,3],naive_softmax:2,name:[1,2,3,10],nativ:1,natur:[2,7],necessari:[2,10],need:[1,2,3,9,10],nelement:2,nest:[3,8,9],net:8,network:[7,8],neural:[7,8],neurosci:7,newaxi:[3,9],next:[2,3,9,10],next_power_of_2:2,nightli:0,nip:7,non:[7,9,10],none:[2,10],nonetheless:9,normal:2,note:[0,1,2,3,8,9,10],notebook:[1,2,3,4],notic:8,notori:[3,7],novel:7,now:[1,2,3,9],num:2,num_warp:[2,3],number:[1,2,8,10],numer:[2,7],numpi:9,nvidia:[3,7,10],object:[1,3,7],obvious:2,occur:8,offer:[7,9],offici:0,offset:[1,3],often:3,omega:8,onc:[2,7,8,10],one:[2,4,7,8,9,10],ones:[9,10],onli:[1,2,3,7,8,10],open:9,opencl:7,oper:[1,2,3,4,7,9,10],operand:[3,9],opportun:7,ops:1,opsila:7,opt:[1,2,3],optim:[7,8,9,10],order:[3,4,8],origin:8,osdi:7,other:[1,3,6,8,10],our:[1,2,3,7,9,10],out:[1,2,3,6,8,10],outlin:[8,10],outperform:[2,3],output:[1,2,3],over:[7,8],overach:1,pact:[8,10],pad:[2,9,10],paper:1,paradigm:[7,8],parallel:[1,2,3,6,7,8,9],paralleliz:7,paramet:[1,3,8,9,10],parametr:[7,9,10],parenthes:3,pars:10,parser:0,part:[3,8],partial:[2,10],particular:9,particularli:[7,8,10],partit:7,pass:[1,3,8,9],past:[1,7,8],path:[1,3,10],pattern:7,peak:8,per:2,perf:3,perf_report:[1,2,3],perform:[1,2,7,8,9,10],pertain:9,phase:8,philosophi:8,pid:[1,3],pid_m:3,pid_n:3,piec:3,pip:[0,3],pipelin:[7,8],platform:[6,8],pldi:7,plot:[0,1,2,3],plot_nam:[1,2,3],pmatrix:8,point:[8,9],pointer:[1,9],polli:8,polyhedr:7,polyhedra:8,popular:8,portabl:[1,7,8],pose:7,possibl:[1,2,3,8],potenti:10,power:[2,8],ppopp:8,practic:[1,2,3,7],pragma:7,pre:[0,1,7,9],preced:9,predic:[2,10],predict:[2,8],prefer:[1,2],premis:7,prepar:10,preprocessor:10,present:9,preserv:[8,10],pressur:3,pretti:[1,3,9],prevent:8,previou:[2,10],primer:8,primit:[1,7,9],principl:[8,9],print:[1,2,3],probabl:[3,8],problem:1,problemat:[8,10],procedur:8,process:[1,3,7,8],processor:[1,7,9],product:[3,6,8],program:[1,2,3,7],program_id:3,program_id_m:3,program_id_n:3,programm:[7,8,9],project:[7,9],prologu:3,promot:[3,8],properli:2,properti:8,propos:7,proprietari:3,provid:[1,2,3,6,8,9,10],pseudo:[3,9],pssa:10,ptillet:[0,3],ptr:[1,9],publicli:3,purpos:[3,7,8,9,10],push:8,put:3,putat:8,puzzl:9,pytest:0,python:[1,2,3,4],pytorch:[1,2],qquad:8,queri:9,quit:[2,9],ragan:7,rand:[1,3],randn:[2,3],rang:[1,2,3,7,8,9],rapidli:[7,8],rate:3,rather:[3,7],raw:[1,10],rdom:8,read:[2,3,4],reader:8,readi:3,readonli:10,real:7,reason:[3,8,9],reblock:10,recent:[3,7,10],recommend:4,recomput:7,rectifi:7,redmon2016:7,redmon:7,reduc:10,reduct:[2,3,9,10],refer:1,regist:3,regrett:7,regular:8,rel:[1,8],relat:6,releas:[0,3,7],reli:8,remain:7,remateri:3,reorder:8,replic:[3,9,10],repres:8,represent:[0,6],requir:[2,8,9],research:[7,8],reshap:[9,10],resolut:8,resolv:10,resourc:7,resp:8,respect:8,restrict:8,result:[0,1,2,7,8,10],ret:2,retriev:[1,8,9],reus:3,revisit:7,right:[8,9],rise:8,role:10,roughli:3,round:2,row:[2,3,9],rtol:3,rule:9,run:[0,1,2,3,6,8],runtim:[0,8],rvar:8,said:8,same:[7,9,10],satisfi:9,sato2019:8,sato:8,save:[1,2,3],save_path:1,scalabl:8,scalar:[7,9,10],scan:8,schedul:7,scienc:8,scop:8,scope:8,script:[1,2,3],second:[1,2,3,8,9],section:[3,8],see:[1,2,3,8],seem:[1,8],select:[7,10],semant:[8,10],semi:8,sens:[1,7,8,9],separ:8,sequenc:[7,10],serial:10,set:[1,3,8,10],sever:[7,8,9],shall:8,shape:[1,2,3,8,9,10],share:[2,7,9,10],shortcut:1,should:[1,3,7,8],show:3,show_plot:[1,2,3],shown:[1,8,9,10],side:8,sight:8,signal:7,signifi:10,significantli:2,sigplan:8,simd:7,similar:[1,2,9,10],simpl:[1,2,10],simpler:[9,10],simplest:4,simpli:[3,8],simplifi:[9,10],sinc:[3,10],singl:[1,7,9,10],size:[1,3,8,10],slice:9,slower:[7,8],slowest:8,smaller:2,smallest:2,snemi3d:7,softmax:[4,5],solid:8,solut:3,solv:[8,10],some:[3,9],sometim:8,sourc:[1,2,3,4,8],space:[7,8],spars:[7,8],spatial:8,speak:3,spec:2,special:[7,9,10],specif:[3,7],specifi:[3,8,10],speed:2,sphinx:[1,2,3,4],split:8,spmd:[1,7,8,9],src:3,ssa:10,stabil:2,stack:9,standard:[1,8],start:4,started_tutori:5,state:[7,8],statement:8,staticmethod:[1,2,3],step:8,still:[8,9],store:[1,2,9],stoutchinin01:10,stoutchinin:10,straight:10,straightforward:3,strategi:8,strength:7,stress:9,strict:9,stride:[2,3],stride_a_0:3,stride_b_0:3,stride_c_0:3,stride_xm:2,stride_ym:2,string:[1,3],strongli:9,struct:9,structur:[7,8,9],sub:9,subdirectori:3,subscript:8,subsect:9,substanti:7,successfulli:8,suffer:8,suit:7,suitabl:10,sum:[1,2,9],superhuman:7,support:[0,8,9,10],sure:[1,2],surprisingli:7,surround:8,sutskev:7,sutskever2014:7,swizzl:7,symbol:10,synchron:[7,9],syntax:[1,2,9,10],system:[3,7,8],taco:8,take:[0,1,3,6],taken:8,tar:3,target:7,techniqu:[7,8],tempor:8,temporari:2,tend:8,tension:7,tensor:[1,3,7,8,9],tensorrt:7,termin:10,ternari:[1,9],test:0,text:8,tflop:3,than:[2,3,7,8],thei:[1,3,7,8,9,10],them:1,themselv:3,theoret:2,therebi:8,therefor:[3,10],theta:8,theta_:8,thi:[0,1,2,3,7,8,9,10],thing:1,think:2,those:[0,1,9],though:[2,7,8,9],thread:[7,9],three:1,through:[3,4,8,10],throughout:8,throughput:6,tile:[2,3,8],time:[1,2,3,7,8,9,10],tiramisu:[7,8],tmp:[0,3],tog:8,togeth:3,too:2,tool:3,topic:8,total:[1,2,3,5],tradit:[7,8,10],transcompil:9,transfer:2,transform:[1,8,10],travers:8,tree:10,trend:7,trick:2,trigger:3,triton:[0,1,2,3,4,7,8],trivial:7,true_addr:10,true_valu:10,ts1:10,tsn:10,tune:[2,8],tuner:[3,10],tupl:1,tutori:[0,1,2,3,6,9],tutorials_jupyt:4,tutorials_python:4,tvm:[7,8],twice:2,two:[1,2,3,8,9],type:[1,3,9],typic:[3,8],uint16:9,uint32:9,uint64:9,uint8:9,unclear:9,uncommon:8,underneath:8,understand:2,unfortun:[3,8],unifi:7,uninstal:3,union:9,unit:[0,7,10],univers:8,unless:9,unlik:3,unnecessari:10,unrol:8,until:9,updat:[3,8],usag:[0,2],use:[0,1,2,3,7,8,9,10],used:[1,3,9,10],useful:[9,10],uses:[3,10],using:[1,3,7,8,9,10],usual:[9,10],util:1,v100:[3,8],val_fals:1,val_tru:1,valid:1,valu:[1,2,3,10],valuabl:2,vari:9,variabl:[3,9,10],variant:7,variou:4,vasilach:[7,8],vasilache2018:[7,8],vast:8,vec:8,vector:[2,4,5,7,8,10],vendor:3,veri:[2,8],verif:8,verifi:[2,8],version:[3,10],via:8,violat:10,visibl:[8,10],vision:7,wai:[2,3,10],want:[0,1,2,3],warp:[2,9,10],wast:2,well:[7,8],were:[9,10],wget:3,what:1,when:[1,2,3,7,8,10],where:[2,3,8,9,10],whether:[1,7],which:[1,2,3,7,8,9],whose:[1,2,3,8,10],why:9,wide:8,width:3,wise:[1,2,9,10],wish:[3,8],within:10,without:[1,8],wolf:8,wolfe1989:8,won:2,word:[1,8],work:[2,6,7],workload:3,wors:[7,8],would:[2,9,10],wouldn:8,wrapper:3,write:[1,2,3,4,6,8],written:3,wrote:2,x86_64:3,x_1:9,x_2:9,x_log:1,x_max:2,x_name:[1,2,3],x_val:[1,2,3],xii:8,xzvf:3,y_line:[1,2,3],y_name:[1,2,3],y_ref:2,y_tri:2,y_val:[1,2,3],year:8,yet:[7,8,9],yii:8,ylabel:[1,2,3],you:[0,1,2,3,4,7],your:[0,6],yourself:[2,3],zero:3,zip:4},titles:["Installation","Vector Addition","Fused Softmax","Matrix Multiplication","Tutorials","Computation times","Welcome to Triton\u2019s documentation!","Introduction","Related Work","The Triton-C Language","The Triton-IR Intermediate Representation"],titleterms:{"final":3,"function":[3,10],The:[3,9,10],addit:1,advantag:8,analysi:10,arithmet:3,auto:3,autograd:3,basic:10,benchmark:[1,2,3],binari:0,bind:[1,2,3],block:10,broadcast:9,cach:3,challeng:7,compil:8,comput:[1,2,3,5],control:10,cutlass:3,dataflow:10,differ:9,distribut:0,document:6,extens:9,flow:10,from:0,fuse:2,get:6,guid:6,instal:[0,3],instruct:10,intermedi:10,introduct:7,kernel:[1,2,3],languag:[8,9],level:10,limit:8,matrix:3,model:9,modul:10,motiv:[2,3,7],multipl:3,optim:3,packag:0,perform:3,pointer:3,polyhedr:8,program:[6,8,9,10],python:0,refer:[7,8,10],relat:8,represent:[8,10],restrict:9,result:3,schedul:8,semant:9,softmax:2,sourc:0,squar:3,start:6,structur:10,test:[1,2,3],time:5,torch:[1,2,3],triton:[6,9,10],tune:3,tutori:4,type:10,unit:[1,2,3],vector:1,welcom:6,work:8}}) \ No newline at end of file +Search.setIndex({docnames:["getting-started/installation","getting-started/tutorials/01-vector-add","getting-started/tutorials/02-fused-softmax","getting-started/tutorials/03-matrix-multiplication","getting-started/tutorials/index","getting-started/tutorials/sg_execution_times","index","programming-guide/chapter-1/introduction","programming-guide/chapter-2/related-work","programming-guide/chapter-3/triton-c","programming-guide/chapter-4/triton-ir","programming-guide/introduction","programming-guide/related-work","programming-guide/triton-c"],envversion:{"sphinx.domains.c":2,"sphinx.domains.changeset":1,"sphinx.domains.citation":1,"sphinx.domains.cpp":3,"sphinx.domains.index":1,"sphinx.domains.javascript":2,"sphinx.domains.math":2,"sphinx.domains.python":2,"sphinx.domains.rst":2,"sphinx.domains.std":2,sphinx:56},filenames:["getting-started/installation.rst","getting-started/tutorials/01-vector-add.rst","getting-started/tutorials/02-fused-softmax.rst","getting-started/tutorials/03-matrix-multiplication.rst","getting-started/tutorials/index.rst","getting-started/tutorials/sg_execution_times.rst","index.rst","programming-guide/chapter-1/introduction.rst","programming-guide/chapter-2/related-work.rst","programming-guide/chapter-3/triton-c.rst","programming-guide/chapter-4/triton-ir.rst","programming-guide/introduction.rst","programming-guide/related-work.rst","programming-guide/triton-c.rst"],objects:{},objnames:{},objtypes:{},terms:{"000":5,"0000":3,"1024":1,"10mn":2,"1250":3,"128":3,"182":3,"1823":2,"184":3,"185":3,"186":3,"188":3,"190":3,"191":3,"192":3,"193":3,"194":3,"195":3,"196":3,"198":3,"1983":[7,11],"1984":[8,12],"1989":[8,12],"199":3,"1991":[7,8,11,12],"1999":[8,10,12],"200":3,"2001":10,"2004":8,"2006":[8,12],"2012":[8,12],"2013":[7,10,11],"2014":[7,11],"2016":[7,8,11,12],"2017":[7,11],"2018":[7,8,11,12],"2019":[1,8,12],"202":3,"2021":[7,8,11,12],"2048":2,"2141":1,"220":3,"245":3,"2500":3,"256":[2,3],"2mn":2,"3076":1,"3713":1,"3750":3,"3mn":2,"4096":2,"4940":1,"497":1,"5000":3,"512":3,"6250":3,"654":[2,5],"6724":1,"7500":3,"768":3,"781":2,"7mn":2,"861":3,"8750":3,"896":3,"9733":1,"98432":1,"abstract":[7,8,10,11,12],"break":[8,12],"byte":2,"case":[2,3,7,8,9,10,11,12,13],"class":[1,2,3,7,8,9,11,12,13],"export":3,"final":10,"float":[1,2,3,7,8,9,11,12,13],"function":[1,2,8,9,12,13],"import":[1,2,3,7,8,9,11,12,13],"int":[1,2,3,7,8,9,11,12,13],"return":[1,2,3,10],"short":3,"static":[7,8,9,10,11,12,13],"super":3,"switch":3,"true":[1,2,3],"typeof":3,"var":[8,12],"void":[1,2,3],"while":[0,7,9,11,13],For:[1,3,7,8,9,10,11,12,13],One:[3,9,13],SMs:[8,12],T_S:[8,12],The:[1,2,6,7,8,11,12],These:[3,8,9,10,12,13],Used:[1,2,3],__expf:2,__global__:[1,2,3,9,13],_add:1,_align8:3,_dot:3,_softmax:2,_src:[1,2],a100:[3,8,12],abl:[3,8,12],about:[1,2,3,6],abov:[1,2,3,8,9,12,13],abs:1,absolut:3,academ:[7,11],acc:[3,7,8,11,12],acceler:[7,11],access:[1,7,8,10,11,12],accomod:[3,9,13],accordingli:[8,12],account:[3,8,12],accumul:[8,12],accuraci:[7,11],achiev:[1,7,8,9,11,12,13],across:[7,8,11,12],activ:3,actual:[3,7,8,11,12],add:[1,5,9,10,13],added:[9,10,13],addit:[2,3,4,5,7,9,10,11,13],addition:[8,9,12,13],address:[2,7,11],adequ:10,adopt:[8,12],advanc:[7,11],advantag:1,advoc:[8,12],affect:3,affin:[8,12],after:[3,10],again:[9,13],against:[1,2,3,6,10],aggreg:10,aggress:[2,7,8,10,11,12],agnost:[7,8,11,12],ahead:[8,12],aim:6,algebra:[8,12],algorithm:[3,7,8,9,10,11,12,13],alia:[8,12],alias:10,align8:3,align:10,all:[2,3,4,7,8,9,10,11,12,13],allclos:[2,3],allen1984:8,allen:[8,12],alloc:[1,7,11],allow:[1,2,7,8,10,11,12],almost:2,along:[1,9,10,13],also:[1,2,3,7,8,9,10,11,12,13],alwai:[8,12],amd:[7,11],amen:[8,12],amount:[2,7,11],ampl:[8,12],analysi:[7,8,9,11,12,13],analyz:[8,12],ancourt1991:8,ancourt:[8,12],ani:[2,3,8,9,12,13],anoth:[2,8,10,12],ansi:[9,13],anywai:10,apart:[8,12],api:[0,1],appli:[1,2,3,7,8,11,12],applic:[8,10,12],approach:[7,8,9,11,12,13],appropri:[9,13],approxim:2,architectur:[3,7,11],area:[8,12],arg:[1,2,3],argument:[1,2,3,9,10,13],arithmet:10,around:2,arrai:[1,8,9,10,12,13],arrang:3,art:[7,8,11,12],arxiv:[7,8,11,12],ask:2,aspect:[8,9,12,13],asplo:[7,11],assembl:3,assert:[1,2,3],assign:10,associ:[9,13],assum:2,ast:10,asynchron:[7,11],atol:3,atom:[9,10,13],atomic_add:[9,13],attribut:[1,9,10,13],auguin1983:7,auguin:[7,11],auto:[2,8,10,12],autograd:[1,2],autom:[7,11],automat:[2,3,7,8,9,11,12,13],autotun:[3,8,12],autotune_config:3,autotune_kei:3,avail:[3,7,8,11,12],awar:[7,9,11,13],axi:[1,2,3,9,13],back:[1,2,3],backend:10,backward:1,baghdadi2021:[7,8],baghdadi:[7,8,11,12],balanc:[8,12],bandwidth:2,base:[7,8,9,10,11,12,13],basic:[1,3,4,8,9,12,13],becaus:[2,9,13],becom:[7,11],been:[7,8,11,12],befor:[3,10],begin:[8,12],behavior:[8,12],being:10,believ:[8,12],below:[1,4,8,9,10,12,13],bench:0,benchmark:0,benefit:[2,7,8,9,10,11,12,13],best:[1,3,7,11],better:[3,10],between:[1,7,11],bin:3,binari:[9,13],bit:[2,10],block:[1,2,3,7,8,9,11,12,13],block_siz:[8,12],blockidx:1,bodi:10,boil:[8,12],bool:[1,2,9,13],both:[8,9,12,13],bound:[1,2,8,12],branch:[8,10,12],braun13:10,braun:10,broad:[7,11],broadcast:10,build:[0,3],built:[1,3,8,9,12,13],c_0:3,c_1:3,c_2:3,cach:[1,2,7,8,9,10,11,12,13],call:[3,8,10,12],callabl:1,can:[0,1,2,3,7,8,9,10,11,12,13],cannot:[3,7,8,9,11,12,13],capabl:[2,6,7,9,11,13],carri:10,carter99:10,carter:10,cast:3,categori:[9,13],cdiv:[1,3],ceil:1,center:10,certain:[9,13],cfg:10,cgo:[7,8,11,12],chang:[3,9,13],chapter:[6,9,10,13],characterist:[8,12],cheap:[7,11],check:[1,2,6],chen2018:7,chen:[7,11],chip:2,choic:6,chunk:1,cite:[8,12],citizen:[1,9,13],click:[1,2,3],clone:[0,3],close:[8,10,12],cmake:[0,3],cmp:10,coalesc:[7,9,11,13],code:[1,2,3,4,7,8,9,10,11,12,13],codegen:0,coher:10,col:[8,12],column:[2,3,9,13],com:[0,3,8,12],combin:[7,11],come:[1,2,3,8,12],command:[0,3],comment:1,common:[8,12],commonli:[8,12],commun:[9,13],compar:[2,3,6,8,12],compil:[0,1,2,3,6,7,9,10,11,13],complet:[8,9,12,13],complex:[8,9,10,12,13],compos:[7,10,11],composit:[8,12],comprehens:[7,8,11,12],comput:[6,7,8,11,12],computation:[7,8,11,12],concern:[8,12],concis:1,concurr:[9,13],cond:[1,10],condit:[1,8,9,10,12,13],config:3,connectom:[7,11],consecut:[8,12],consequ:[7,11],consid:2,consist:[2,10],constant:[9,10,13],constraint:[1,2,8,9,12,13],construct:[3,7,9,10,11,13],constructor:3,contain:[8,10,12],content:[9,13],context:1,contextu:[8,12],contigu:[1,3],contrari:1,control:[1,7,8,9,11,12,13],convers:[9,13],convolut:[7,11],coordin:1,copi:[1,7,11],core:[3,7,8,9,11,12,13],correct:1,correspond:[1,2,3,10],cost:[8,12],could:[2,3,8,10,12],cours:[1,7,11],creat:[1,3,7,9,10,11,13],crucial:10,csv:1,ctx:[1,2,3],cubla:[3,7,11],cuda:[1,2,3,7,9,11,13],cudnn:[7,11],current:[3,9,13],custom:[1,2,3,6],cutlass_include_dir:3,cutlass_library_dir:3,cutlass_library_kernel:3,cutlass_matmul:3,cutlass_tensorop_f16_s16816gemm_:3,cutlass_tensorop_f16_s884gemm_f16_:3,cvpr:[7,11],dart:[8,12],darte1999:8,data:[1,2,3,7,8,9,10,11,12,13],data_ptr:[1,2,3],dataflow:[8,12],dblock:1,dcutlass_library_kernel:3,dcutlass_nvcc_archs_en:3,decad:[7,11],declar:[1,9,10,13],decompos:[8,9,12,13],decor:1,decreas:3,deep:[3,7,8,11,12],def:[1,2,3],defin:[1,2,3,8,9,10,12,13],definit:[8,9,10,12,13],denom:2,denomin:2,dens:[8,12],depend:[8,12],deploi:[7,11],dereferenc:[1,9,13],describ:[8,9,10,12,13],design:[8,12],desir:[3,10],detail:[1,8,9,12,13],detect:[7,11],develop:[7,8,9,11,12,13],devic:[1,2,3],dfg:10,dialect:[8,12],dict:[1,2,3],diesel:[8,12],differ:[1,2,3,7,8,11,12],difficult:[8,12],difficulti:[3,7,11],dijkstra82:[8,12],dim:[8,12],dimens:[3,9,10,13],dimension:[3,8,9,10,12,13],dir:0,direct:0,directli:[0,9,10,13],discuss:[9,13],disjoint:[8,12],disk:1,dissert:[8,12],distribut:[8,12],diverg:10,divis:1,dnn:[6,7,8,11,12],do_bench:[1,2,3],document:[9,10,13],doe:[1,2,8,9,12,13],doesn:[8,12],doing:[7,10,11],domain:[7,8,11,12],don:2,done:[0,3,7,9,10,11,13],door:[9,13],dot:[3,10],doubl:[9,13],doubli:3,doubt:[8,12],down:[8,12],download:[0,1,2,3,4],dram:2,driver:0,dsl:[6,7,8,10,11,12],dtype:[1,2,3],dure:3,each:[1,2,3,7,8,9,10,11,12,13],eas:[8,12],easi:[1,3],easier:[1,2,7,11],education:2,effect:[8,12],effici:[3,7,10,11],effort:[8,12],egg:3,either:[9,10,13],elango2018:8,elango:[8,12],element:[1,2,9,10,13],element_s:2,elementwis:2,ellips:[9,13],emerg:[7,11],emit:[9,13],empti:[3,10],empty_lik:[1,2],enabl:[8,12],encod:[8,12],end:[7,8,9,10,11,12,13],enforc:[8,12],engin:[8,9,12,13],ensur:[8,12],entir:[2,8,12],environ:[3,6,10],equal:[8,12],error:[9,13],especi:[7,11],etc:[3,9,13],euromicro:[7,11],even:[8,12],eventu:10,evidenc:[7,11],evolv:[7,11],exampl:[1,2,3,4,7,8,9,10,11,12,13],execut:[1,5,7,8,9,10,11,12,13],exemplifi:[9,13],exist:[1,7,8,9,11,12,13],exp:2,expect:[1,2],expens:[7,8,11,12],expert:3,explor:[7,11],exponenti:2,expos:[3,10],express:[7,8,11,12],extend:[3,9,10,13],extens:[1,10],extrem:[8,12],f32_infin:2,facilit:[7,8,9,11,12,13],fact:[3,8,12],fairli:3,fall:[3,9,13],false_valu:10,familiar:[9,13],far:2,fast:[2,7,8,11,12],faster:[2,3],fastest:[8,12],featur:[9,13],feel:3,fetch:[7,11],few:[1,8,9,12,13],field:[7,11],figur:[8,12],file:[1,2,3,5],find:3,first:[1,6,8,9,12,13],fit:2,flexibl:[7,11],float16:3,float32:[1,2,3],flow:[1,7,8,9,11,12,13],focu:[3,8,12],follow:[0,2,3,6,7,8,9,10,11,12,13],forbidden:[9,13],forc:3,form:10,formal:[8,9,12,13],format:[8,12],former:10,forward:[1,2,3,10],found:[0,9,10,13],foundat:[8,12],fp16:3,framework:[7,8,11,12],free:3,from:[1,2,3,7,8,9,10,11,12,13],full:[1,2,3,10],fulli:[8,12],func:[8,12],fundament:[8,12],further:[8,12],fuse:[3,4,5],fusion:[2,8,12],futur:[3,9,10,13],galleri:[1,2,3,4],gbp:[1,2],gener:[1,2,3,4,7,8,10,11,12],geq:[8,12],get:[1,2,3,5],get_program_id:[1,2,3,9,13],getelementptr:10,girbal2006:8,girbal:[8,12],git:[0,3],github:[0,3],give:[7,11],given:[2,3],global:[8,9,10,12,13],good:[1,3,8,12],gpgpu:[7,11],gpu:[2,6,7,8,9,10,11,12,13],grammat:[8,12],graph:10,graphic:[7,11],greater:2,grid:[1,2,3],grid_m:3,grid_n:3,grosser2012:8,grosser:[8,12],group:3,group_id:3,group_siz:3,grow:[8,12],guard:[2,10],guess:2,guid:[7,11],had:[9,13],half:[3,9,13],halid:[7,8,11,12],hand:[8,12],handl:[2,3,8,9,10,12,13],handwritten:[3,7,11],happen:3,hard:3,harder:[8,12],hardwar:[3,6,8,9,12,13],has:[1,2,7,8,11,12],have:[2,7,8,9,11,12,13],haven:[9,13],header:10,heavi:[7,11],helper:2,henc:[3,10],here:[0,1,2,3],heurist:2,hide:[9,13],hierarch:[7,11],hierarchi:[8,12],high:[3,7,8,10,11,12],higher:10,highest:10,highli:[3,7,11],highlight:[1,8,12],hint:[8,10,12],hit:3,hook:[9,13],how:[1,2,3,6,7,9,11,13],howev:[3,8,9,10,12,13],http:[0,3],i32:10,idea:[7,11],ident:[2,9,13],identifi:[9,13],ids:[9,13],idx:10,imag:[7,8,11,12],imper:[6,9,13],implement:[1,2,3,7,8,9,10,11,12,13],implicitli:[3,9,10,13],importantli:[8,12],impos:[8,12],improv:3,includ:[3,10],incompat:[3,8,9,12,13],increas:1,incred:[7,11],increment:[8,12],inde:[8,12],independ:[8,10,12],index:2,indic:[2,8,10,12],individu:10,induc:[8,12],industri:[7,11],inequ:[8,12],infanc:[9,13],inform:[8,12],infrastructur:[8,12],initi:[3,9,13],inlin:10,inner:3,input:[1,2,3,8,10,12],instal:6,instanc:[2,3,7,9,10,11,13],instead:[1,2,3],instrins:[9,13],instruct:[6,7,9,11,13],int16:[9,13],int32:[3,9,13],int64:[3,9,13],int8:[9,13],integ:[8,9,10,12,13],integr:0,inter:[9,13],interchang:[8,12],interdepend:10,interest:[0,3,7,8,11,12],intermedi:[0,6,8,9,12,13],intern:[0,2,8,12],interpret:10,intra:10,intrins:[8,12],introduc:[3,9,10,13],introduct:[6,9,13],intuit:[9,13],invari:[8,12],ipynb:[1,2,3],irregular:[2,8,12],is_contigu:3,issu:[7,8,11,12],iter:[3,7,8,11,12],its:[2,8,9,10,12,13],itself:[9,10,13],jit:[9,10,13],journal:[8,12],jrk2013:7,jupyt:[1,2,3,4],just:[1,2,3,8,9,12,13],kei:[1,2,3,7,11],kellei:[7,11],kernel:[6,7,9,11,13],kick:3,kind:[9,13],kitwar:3,known:[8,10,12],label:[1,2,3],lam1991:7,lam:[7,11],lambda:[1,2,3],languag:[1,6,7,11],larg:[2,7,8,11,12],larger:2,later:[8,12],latest:0,lattner2004:8,lattner2019:8,lattner:[8,12],launch:[1,2,3],law:[8,12],layer:[7,8,11,12],lda:3,ldb:3,ldc:3,lead:[7,8,9,11,12,13],learn:[1,2,3,6,7,8,11,12],least:[8,12],lee2017:7,lee:[7,11],left:[8,9,12,13],legal:[8,12],less:[2,7,8,11,12],let:2,letter:[8,12],level:[3,7,8,9,11,12,13],lib:3,librari:[3,7,8,11,12],lies:[7,11],lifelong:[8,12],like:[1,7,8,9,11,12,13],limit:[2,9,13],line:[1,2,3,8,10,12],linear:[7,8,11,12],linkag:10,linker:10,linux:3,list:[3,10],literatur:10,litteratur:[8,12],live:3,llvm:[0,8,10,12],load:[1,2,8,9,10,12,13],local:[7,8,11,12],locat:3,logarithm:1,longer:2,look:[2,6,7,11],loop:[3,8,9,10,12,13],lot:10,low:[8,12],lowest:[9,13],lstlist:[9,13],machin:[7,8,11,12],machineri:[7,8,11,12],macro:[1,9,13],made:[7,9,11,13],mai:[0,1,8,9,10,12,13],main:[3,7,8,9,11,12,13],maintain:[1,2,8,12],major:[3,8,12],make:[0,1,2,3,7,8,10,11,12],make_add_kernel:1,make_kernel:[2,3],manag:[7,9,11,13],mani:[1,7,8,9,10,11,12,13],manual:[2,8,12],manual_se:[1,2],mapl:[1,8,12],markedli:[7,11],mask:[9,13],masked_load:10,masked_stor:10,match:3,mathbb:[8,12],mathbf:[8,12],mathcal:[8,12],mathemat:[8,12],matmul:[3,8,12],matric:[2,3],matrix:[2,4,5,7,8,9,10,11,12,13],matrix_s:[8,12],matter:[1,3,7,8,11,12],max:[1,2,9,13],max_group_s:3,max_m:[1,2,3],maxim:[6,8,12],maximum:[1,9,13],mean:[2,3,8,9,10,12,13],mechan:[2,8,12],memori:[1,2,3,7,8,9,10,11,12,13],mention:[2,3],merg:10,metadata:10,method:[1,8,9,12,13],methodolog:[8,12],micro:[7,10,11],might:[9,13],min:[2,3,9,13],min_m:[1,2,3],minut:[0,1,2,3],miscellan:10,miss:[8,12],mitig:[8,12],mixtur:3,mkdir:[0,3],mlir:[8,12],model:[1,7,8,11,12],modern:[3,6,7,8,9,11,12,13],modifi:[1,3,9,13],modular:[8,12],moor:[8,12],more:[1,2,6,7,8,10,11,12],most:[3,8,12],move:2,much:10,mullapudi2016:8,mullapudi:[8,12],multi:[3,7,8,9,10,11,12,13],multipl:[1,4,5,7,8,9,10,11,12,13],multipli:[8,12],must:[2,3,9,10,13],naiv:[2,3],naive_softmax:2,name:[1,2,3,10],nativ:1,natur:[2,7,11],necessari:[2,10],need:[1,2,3,9,10,13],nelement:2,nest:[3,8,9,12,13],net:[8,12],network:[7,8,11,12],neural:[7,8,11,12],neurosci:[7,11],newaxi:[3,9,13],next:[2,3,9,10,13],next_power_of_2:2,nightli:0,nip:[7,11],non:[7,9,10,11,13],none:[2,10],nonetheless:[9,13],normal:2,note:[0,1,2,3,8,9,10,12,13],notebook:[1,2,3,4],notic:[8,12],notori:[3,7,11],novel:[7,11],now:[1,2,3,9,13],num:2,num_warp:[2,3],number:[1,2,8,10,12],numer:[2,7,11],numpi:[9,13],nvidia:[3,7,10,11],object:[1,3,7,11],obvious:2,occur:[8,12],offer:[7,9,11,13],offici:0,offset:[1,3],often:3,omega:[8,12],onc:[2,7,8,10,11,12],one:[2,4,7,8,9,10,11,12,13],ones:[9,10,13],onli:[1,2,3,7,8,10,11,12],open:[9,13],opencl:[7,11],oper:[1,2,3,4,7,9,10,11,13],operand:[3,9,13],opportun:[7,11],ops:1,opsila:[7,11],opt:[1,2,3],optim:[7,8,9,10,11,12,13],order:[3,4,8,12],origin:[8,12],osdi:[7,11],other:[1,3,6,8,10,12],our:[1,2,3,7,9,10,11,13],out:[1,2,3,6,8,10,12],outlin:[8,10,12],outperform:[2,3],output:[1,2,3],over:[7,8,11,12],overach:1,pact:[8,10,12],pad:[2,9,10,13],paper:1,paradigm:[7,8,11,12],parallel:[1,2,3,6,7,8,9,11,12,13],paralleliz:[7,11],paramet:[1,3,8,9,10,12,13],parametr:[7,9,10,11,13],parenthes:3,pars:10,parser:0,part:[3,8,12],partial:[2,10],particular:[9,13],particularli:[7,8,10,11,12],partit:[7,11],pass:[1,3,8,9,12,13],past:[1,7,8,11,12],path:[1,3,10],pattern:[7,11],peak:[8,12],per:2,perf:3,perf_report:[1,2,3],perform:[1,2,7,8,9,10,11,12,13],pertain:[9,13],phase:[8,12],philosophi:[8,12],pid:[1,3],pid_m:3,pid_n:3,piec:3,pip:[0,3],pipelin:[7,8,11,12],platform:[6,8,12],pldi:[7,11],plot:[0,1,2,3],plot_nam:[1,2,3],pmatrix:[8,12],point:[8,9,12,13],pointer:[1,9,13],polli:[8,12],polyhedr:[7,11],polyhedra:[8,12],popular:[8,12],portabl:[1,7,8,11,12],pose:[7,11],possibl:[1,2,3,8,12],potenti:10,power:[2,8,12],ppopp:[8,12],practic:[1,2,3,7,11],pragma:[7,11],pre:[0,1,7,9,11,13],preced:[9,13],predic:[2,10],predict:[2,8,12],prefer:[1,2],premis:[7,11],prepar:10,preprocessor:10,present:[9,13],preserv:[8,10,12],pressur:3,pretti:[1,3,9,13],prevent:[8,12],previou:[2,10],primer:[8,12],primit:[1,7,9,11,13],principl:[8,9,12,13],print:[1,2,3],probabl:[3,8,12],problem:1,problemat:[8,10,12],procedur:[8,12],process:[1,3,7,8,11,12],processor:[1,7,9,11,13],product:[3,6,8,12],program:[1,2,3,7,11],program_id:3,program_id_m:3,program_id_n:3,programm:[7,8,9,11,12,13],project:[7,9,11,13],prologu:3,promot:[3,8,12],properli:2,properti:[8,12],propos:[7,11],proprietari:3,provid:[1,2,3,6,8,9,10,12,13],pseudo:[3,9,13],pssa:10,ptillet:[0,3],ptr:[1,9,13],publicli:3,purpos:[3,7,8,9,10,11,12,13],push:[8,12],put:3,putat:[8,12],puzzl:[9,13],pytest:0,python:[1,2,3,4],pytorch:[1,2],qquad:[8,12],queri:[9,13],quit:[2,9,13],ragan:[7,11],rand:[1,3],randn:[2,3],rang:[1,2,3,7,8,9,11,12,13],rapidli:[7,8,11,12],rate:3,rather:[3,7,11],raw:[1,10],rdom:[8,12],read:[2,3,4],reader:[8,12],readi:3,readonli:10,real:[7,11],reason:[3,8,9,12,13],reblock:10,recent:[3,7,10,11],recommend:4,recomput:[7,11],rectifi:[7,11],redmon2016:7,redmon:[7,11],reduc:10,reduct:[2,3,9,10,13],refer:1,regist:3,regrett:[7,11],regular:[8,12],rel:[1,8,12],relat:6,releas:[0,3,7,11],reli:[8,12],remain:[7,11],remateri:3,reorder:[8,12],replic:[3,9,10,13],repres:[8,12],represent:[0,6],requir:[2,8,9,12,13],research:[7,8,11,12],reshap:[9,10,13],resolut:[8,12],resolv:10,resourc:[7,11],resp:[8,12],respect:[8,12],restrict:[8,12],result:[0,1,2,7,8,10,11,12],ret:2,retriev:[1,8,9,12,13],reus:3,revisit:[7,11],right:[8,9,12,13],rise:[8,12],role:10,roughli:3,round:2,row:[2,3,9,13],rtol:3,rule:[9,13],run:[0,1,2,3,6,8,12],runtim:[0,8,12],rvar:[8,12],said:[8,12],same:[7,9,10,11,13],satisfi:[9,13],sato2019:8,sato:[8,12],save:[1,2,3],save_path:1,scalabl:[8,12],scalar:[7,9,10,11,13],scan:[8,12],schedul:[7,11],scienc:[8,12],scop:[8,12],scope:[8,12],script:[1,2,3],second:[1,2,3,8,9,12,13],section:[3,8,12],see:[1,2,3,8,12],seem:[1,8,12],select:[7,10,11],semant:[8,10,12],semi:[8,12],sens:[1,7,8,9,11,12,13],separ:[8,12],sequenc:[7,10,11],serial:10,set:[1,3,8,10,12],sever:[7,8,9,11,12,13],shall:[8,12],shape:[1,2,3,8,9,10,12,13],share:[2,7,9,10,11,13],shortcut:1,should:[1,3,7,8,11,12],show:3,show_plot:[1,2,3],shown:[1,8,9,10,12,13],side:[8,12],sight:[8,12],signal:[7,11],signifi:10,significantli:2,sigplan:[8,12],simd:[7,11],similar:[1,2,9,10,13],simpl:[1,2,10],simpler:[9,10,13],simplest:4,simpli:[3,8,12],simplifi:[9,10,13],sinc:[3,10],singl:[1,7,9,10,11,13],size:[1,3,8,10,12],slice:[9,13],slower:[7,8,11,12],slowest:[8,12],smaller:2,smallest:2,snemi3d:[7,11],softmax:[4,5],solid:[8,12],solut:3,solv:[8,10,12],some:[3,9,13],sometim:[8,12],sourc:[1,2,3,4,8,12],space:[7,8,11,12],spars:[7,8,11,12],spatial:[8,12],speak:3,spec:2,special:[7,9,10,11,13],specif:[3,7,11],specifi:[3,8,10,12],speed:2,sphinx:[1,2,3,4],split:[8,12],spmd:[1,7,8,9,11,12,13],src:3,ssa:10,stabil:2,stack:[9,13],standard:[1,8,12],start:4,started_tutori:5,state:[7,8,11,12],statement:[8,12],staticmethod:[1,2,3],step:[8,12],still:[8,9,12,13],store:[1,2,9,13],stoutchinin01:10,stoutchinin:10,straight:10,straightforward:3,strategi:[8,12],strength:[7,11],stress:[9,13],strict:[9,13],stride:[2,3],stride_a_0:3,stride_b_0:3,stride_c_0:3,stride_xm:2,stride_ym:2,string:[1,3],strongli:[9,13],struct:[9,13],structur:[7,8,9,11,12,13],sub:[9,13],subdirectori:3,subscript:[8,12],subsect:[9,13],substanti:[7,11],successfulli:[8,12],suffer:[8,12],suit:[7,11],suitabl:10,sum:[1,2,9,13],superhuman:[7,11],support:[0,8,9,10,12,13],sure:[1,2],surprisingli:[7,11],surround:[8,12],sutskev:[7,11],sutskever2014:7,swizzl:[7,11],symbol:10,synchron:[7,9,11,13],syntax:[1,2,9,10,13],system:[3,7,8,11,12],taco:[8,12],take:[0,1,3,6],taken:[8,12],tar:3,target:[7,11],techniqu:[7,8,11,12],tempor:[8,12],temporari:2,tend:[8,12],tension:[7,11],tensor:[1,3,7,8,9,11,12,13],tensorrt:[7,11],termin:10,ternari:[1,9,13],test:0,text:[8,12],tflop:3,than:[2,3,7,8,11,12],thei:[1,3,7,8,9,10,11,12,13],them:1,themselv:3,theoret:2,therebi:[8,12],therefor:[3,10],theta:[8,12],theta_:[8,12],thi:[0,1,2,3,7,8,9,10,11,12,13],thing:1,think:2,those:[0,1,9,13],though:[2,7,8,9,11,12,13],thread:[7,9,11,13],three:1,through:[3,4,8,10,12],throughout:[8,12],throughput:6,tile:[2,3,8,12],time:[1,2,3,7,8,9,10,11,12,13],tiramisu:[7,8,11,12],tmp:[0,3],tog:[8,12],togeth:3,too:2,tool:3,topic:[8,12],total:[1,2,3,5],tradit:[7,8,10,11,12],transcompil:[9,13],transfer:2,transform:[1,8,10,12],travers:[8,12],tree:10,trend:[7,11],trick:2,trigger:3,triton:[0,1,2,3,4,7,8,11,12],trivial:[7,11],true_addr:10,true_valu:10,ts1:10,tsn:10,tune:[2,8,12],tuner:[3,10],tupl:1,tutori:[0,1,2,3,6,9,13],tutorials_jupyt:4,tutorials_python:4,tvm:[7,8,11,12],twice:2,two:[1,2,3,8,9,12,13],type:[1,3,9,13],typic:[3,8,12],uint16:[9,13],uint32:[9,13],uint64:[9,13],uint8:[9,13],unclear:[9,13],uncommon:[8,12],underneath:[8,12],understand:2,unfortun:[3,8,12],unifi:[7,11],uninstal:3,union:[9,13],unit:[0,7,10,11],univers:[8,12],unless:[9,13],unlik:3,unnecessari:10,unrol:[8,12],until:[9,13],updat:[3,8,12],usag:[0,2],use:[0,1,2,3,7,8,9,10,11,12,13],used:[1,3,9,10,13],useful:[9,10,13],uses:[3,10],using:[1,3,7,8,9,10,11,12,13],usual:[9,10,13],util:1,v100:[3,8,12],val_fals:1,val_tru:1,valid:1,valu:[1,2,3,10],valuabl:2,vari:[9,13],variabl:[3,9,10,13],variant:[7,11],variou:4,vasilach:[7,8,11,12],vasilache2018:[7,8],vast:[8,12],vec:[8,12],vector:[2,4,5,7,8,10,11,12],vendor:3,veri:[2,8,12],verif:[8,12],verifi:[2,8,12],version:[3,10],via:[8,12],violat:10,visibl:[8,10,12],vision:[7,11],wai:[2,3,10],want:[0,1,2,3],warp:[2,9,10,13],wast:2,well:[7,8,11,12],were:[9,10,13],wget:3,what:1,when:[1,2,3,7,8,10,11,12],where:[2,3,8,9,10,12,13],whether:[1,7,11],which:[1,2,3,7,8,9,11,12,13],whose:[1,2,3,8,10,12],why:[9,13],wide:[8,12],width:3,wise:[1,2,9,10,13],wish:[3,8,12],within:10,without:[1,8,12],wolf:[8,12],wolfe1989:8,won:2,word:[1,8,12],work:[2,6,7,11],workload:3,wors:[7,8,11,12],would:[2,9,10,13],wouldn:[8,12],wrapper:3,write:[1,2,3,4,6,8,12],written:3,wrote:2,x86_64:3,x_1:[9,13],x_2:[9,13],x_log:1,x_max:2,x_name:[1,2,3],x_val:[1,2,3],xii:[8,12],xzvf:3,y_line:[1,2,3],y_name:[1,2,3],y_ref:2,y_tri:2,y_val:[1,2,3],year:[8,12],yet:[7,8,9,11,12,13],yii:[8,12],ylabel:[1,2,3],you:[0,1,2,3,4,7,11],your:[0,6],yourself:[2,3],zero:3,zip:4},titles:["Installation","Vector Addition","Fused Softmax","Matrix Multiplication","Tutorials","Computation times","Welcome to Triton\u2019s documentation!","Introduction","Related Work","The Triton-C Language","The Triton-IR Intermediate Representation","Introduction","Related Work","The Triton-C Language"],titleterms:{"final":3,"function":[3,10],The:[3,9,10,13],addit:1,advantag:[8,12],analysi:10,arithmet:3,auto:3,autograd:3,basic:10,benchmark:[1,2,3],binari:0,bind:[1,2,3],block:10,broadcast:[9,13],cach:3,challeng:[7,11],compil:[8,12],comput:[1,2,3,5],control:10,cutlass:3,dataflow:10,differ:[9,13],distribut:0,document:6,extens:[9,13],flow:10,from:0,fuse:2,get:6,guid:6,instal:[0,3],instruct:10,intermedi:10,introduct:[7,11],kernel:[1,2,3],languag:[8,9,12,13],level:10,limit:[8,12],matrix:3,model:[9,13],modul:10,motiv:[2,3,7,11],multipl:3,optim:3,packag:0,perform:3,pointer:3,polyhedr:[8,12],program:[6,8,9,10,12,13],python:0,refer:[7,8,10,11,12],relat:[8,12],represent:[8,10,12],restrict:[9,13],result:3,schedul:[8,12],semant:[9,13],softmax:2,sourc:0,squar:3,start:6,structur:10,test:[1,2,3],time:5,torch:[1,2,3],triton:[6,9,10,13],tune:3,tutori:4,type:10,unit:[1,2,3],vector:1,welcom:6,work:[8,12]}}) \ No newline at end of file