From cd0236258f1017de2a8b1f095b846212ff7754cd Mon Sep 17 00:00:00 2001 From: Andrey Litvitski Date: Mon, 10 Aug 2026 04:46:28 +0300 Subject: [PATCH] use git modules --- .gitmodules | 6 + build/in-chroot.sh | 3 + service/autoupdate-tinybox.sh | 3 + .../.github/actions/process-replay/action.yml | 15 - .../.github/actions/setup-tinygrad/action.yml | 249 - tinygrad/.github/workflows/benchmark.yml | 643 - .../.github/workflows/benchmark_search.yml | 32 - tinygrad/.github/workflows/docs.yml | 30 - tinygrad/.github/workflows/mlperf.yml | 29 - tinygrad/.github/workflows/python-publish.yml | 30 - tinygrad/.github/workflows/szdiff.yml | 98 - tinygrad/.github/workflows/test.yml | 941 - tinygrad/.gitignore | 64 - tinygrad/.pre-commit-config.yaml | 46 - tinygrad/.pylintrc | 472 - tinygrad/AGENTS.md | 17 - tinygrad/LICENSE | 7 - tinygrad/README.md | 182 - tinygrad/autogen_stubs.sh | 452 - tinygrad/docs/CNAME | 1 - tinygrad/docs/abstractions2.py | 135 - tinygrad/docs/abstractions3.py | 62 - tinygrad/docs/developer/am.md | 39 - tinygrad/docs/developer/developer.md | 54 - tinygrad/docs/developer/hcq.md | 128 - tinygrad/docs/developer/kernelize.md | 109 - tinygrad/docs/developer/runtime.md | 51 - tinygrad/docs/developer/speed.md | 71 - tinygrad/docs/developer/uop.md | 11 - tinygrad/docs/dtypes.md | 9 - tinygrad/docs/env_vars.md | 64 - tinygrad/docs/favicon.svg | 25 - tinygrad/docs/index.md | 53 - tinygrad/docs/logo_tiny_dark.svg | 11 - tinygrad/docs/logo_tiny_light.svg | 11 - tinygrad/docs/mnist.md | 185 - tinygrad/docs/nn.md | 40 - tinygrad/docs/quickstart.md | 305 - tinygrad/docs/ramp.py | 293 - tinygrad/docs/runtime.md | 74 - tinygrad/docs/showcase.md | 62 - tinygrad/docs/showcase/mnist_by_tinygrad.jpg | Bin 15126 -> 0 bytes .../showcase/stable_diffusion_by_tinygrad.jpg | Bin 89548 -> 0 bytes tinygrad/docs/showcase/yolo_by_tinygrad.jpg | Bin 133874 -> 0 bytes .../docs/showcase/yolov8_showcase_image.png | Bin 1143420 -> 0 bytes tinygrad/docs/tensor/creation.md | 33 - tinygrad/docs/tensor/elementwise.md | 88 - tinygrad/docs/tensor/index.md | 7 - tinygrad/docs/tensor/movement.md | 30 - tinygrad/docs/tensor/ops.md | 58 - tinygrad/docs/tensor/properties.md | 39 - tinygrad/docs/tinybox.md | 54 - tinygrad/docs/tinygrad_intro.pdf | Bin 1939810 -> 0 bytes tinygrad/docs/tinygrad_vs_others.png | Bin 64912 -> 0 bytes tinygrad/eslint.config.mjs | 9 - tinygrad/examples/__init__.py | 0 tinygrad/examples/beautiful_cartpole.py | 126 - tinygrad/examples/beautiful_cifar.py | 172 - tinygrad/examples/beautiful_mnist.py | 49 - tinygrad/examples/beautiful_mnist_multigpu.py | 56 - tinygrad/examples/benchmark_onnx.py | 36 - tinygrad/examples/coder.py | 93 - tinygrad/examples/compile_efficientnet.py | 73 - tinygrad/examples/compile_tensorflow.py | 100 - tinygrad/examples/conversation.py | 341 - .../conversation_data/pre_prompt_gary.yaml | 13 - .../conversation_data/pre_prompt_george.yaml | 20 - .../conversation_data/pre_prompt_lexie.yaml | 16 - .../conversation_data/pre_prompt_stacy.yaml | 15 - tinygrad/examples/efficientnet.py | 89 - tinygrad/examples/flux1.py | 498 - tinygrad/examples/flux1_seed0.png | Bin 292350 -> 0 bytes tinygrad/examples/gpt2.py | 248 - tinygrad/examples/handcode_opt.py | 133 - tinygrad/examples/hlb_cifar10.py | 429 - tinygrad/examples/llama.py | 519 - tinygrad/examples/llama3.py | 488 - tinygrad/examples/llm.c/.gitignore | 3 - tinygrad/examples/llm.c/export.py | 103 - tinygrad/examples/llm.c/train_gpt2.py | 207 - tinygrad/examples/llm.c/ubench/matmul.c | 65 - tinygrad/examples/mamba.py | 316 - tinygrad/examples/mask_rcnn.py | 299 - tinygrad/examples/minrf.py | 156 - tinygrad/examples/mixtral.py | 62 - tinygrad/examples/mlperf/README | 19 - tinygrad/examples/mlperf/dataloader.py | 543 - tinygrad/examples/mlperf/helpers.py | 356 - tinygrad/examples/mlperf/initializers.py | 129 - tinygrad/examples/mlperf/losses.py | 29 - tinygrad/examples/mlperf/lr_schedulers.py | 22 - tinygrad/examples/mlperf/metrics.py | 61 - tinygrad/examples/mlperf/model_eval.py | 253 - tinygrad/examples/mlperf/model_spec.py | 69 - tinygrad/examples/mlperf/model_train.py | 1294 - .../mlperf/scripts/setup_kits19_dataset.sh | 19 - .../implementations/tinybox_green/README.md | 50 - .../implementations/tinybox_green/dev_beam.sh | 13 - .../implementations/tinybox_green/dev_run.sh | 15 - .../tinybox_green/run_and_time.sh | 23 - .../implementations/tinybox_red/README.md | 50 - .../implementations/tinybox_red/dev_beam.sh | 13 - .../implementations/tinybox_red/dev_run.sh | 15 - .../tinybox_red/run_and_time.sh | 23 - .../implementations/tinybox_red/setup.sh | 8 - .../tinycorp/systems/tinybox_green.json | 37 - .../tinycorp/systems/tinybox_red.json | 37 - .../implementations/tinybox_green/README.md | 73 - .../implementations/tinybox_green/dev_beam.sh | 13 - .../implementations/tinybox_green/dev_run.sh | 13 - .../tinybox_green/run_and_time.sh | 23 - .../implementations/tinybox_red/README.md | 73 - .../implementations/tinybox_red/dev_beam.sh | 13 - .../implementations/tinybox_red/dev_run.sh | 13 - .../tinybox_red/run_and_time.sh | 23 - .../bert/implementations/tinybox_red/setup.sh | 8 - .../implementations/tinybox_green/README.md | 50 - .../implementations/tinybox_green/dev_beam.sh | 13 - .../implementations/tinybox_green/dev_run.sh | 15 - .../tinybox_green/run_and_time.sh | 23 - .../implementations/tinybox_red/README.md | 50 - .../implementations/tinybox_red/dev_beam.sh | 13 - .../implementations/tinybox_red/dev_run.sh | 15 - .../tinybox_red/run_and_time.sh | 23 - .../implementations/tinybox_red/setup.sh | 8 - .../tinycorp/systems/tinybox_green.json | 38 - .../tinycorp/systems/tinybox_red.json | 38 - .../tinybox_1xMI300X/dev_beam.sh | 15 - .../tinybox_8xMI300X/README.md | 69 - .../tinybox_8xMI300X/dev_beam.sh | 14 - .../tinybox_8xMI300X/dev_run.sh | 17 - .../tinybox_8xMI300X/run_and_time.sh | 28 - .../implementations/tinybox_green/README.md | 69 - .../implementations/tinybox_green/dev_beam.sh | 16 - .../implementations/tinybox_green/dev_run.sh | 15 - .../tinybox_green/run_and_time.sh | 26 - .../implementations/tinybox_red/README.md | 69 - .../implementations/tinybox_red/dev_beam.sh | 17 - .../implementations/tinybox_red/dev_run.sh | 15 - .../tinybox_red/run_and_time.sh | 31 - .../implementations/tinybox_green/README.md | 50 - .../implementations/tinybox_green/dev_beam.sh | 13 - .../implementations/tinybox_green/dev_run.sh | 15 - .../tinybox_green/run_and_time.sh | 24 - .../implementations/tinybox_red/README.md | 50 - .../implementations/tinybox_red/dev_beam.sh | 13 - .../implementations/tinybox_red/dev_run.sh | 15 - .../tinybox_red/run_and_time.sh | 25 - .../implementations/tinybox_red/setup.sh | 8 - .../implementations/tinybox_green/README.md | 38 - .../implementations/tinybox_green/dev_beam.sh | 14 - .../implementations/tinybox_green/dev_run.sh | 15 - .../tinybox_green/run_and_time.sh | 24 - .../implementations/tinybox_red/dev_beam.sh | 14 - .../implementations/tinybox_red/dev_run.sh | 15 - .../tinycorp/systems/tinybox_8xMI300X.json | 38 - .../tinycorp/systems/tinybox_green.json | 38 - .../tinycorp/systems/tinybox_red.json | 37 - .../tinybox_1xMI300X/dev_beam.sh | 15 - .../tinybox_8xMI300X/README.md | 69 - .../tinybox_8xMI300X/dev_beam.sh | 14 - .../tinybox_8xMI300X/dev_run.sh | 17 - .../tinybox_8xMI300X/run_and_time.sh | 29 - .../implementations/tinybox_green/README.md | 69 - .../implementations/tinybox_green/dev_beam.sh | 16 - .../implementations/tinybox_green/dev_run.sh | 15 - .../tinybox_green/run_and_time.sh | 27 - .../implementations/tinybox_red/README.md | 69 - .../implementations/tinybox_red/dev_beam.sh | 17 - .../implementations/tinybox_red/dev_run.sh | 15 - .../tinybox_red/run_and_time.sh | 32 - .../implementations/tinybox_green/README.md | 50 - .../implementations/tinybox_green/dev_beam.sh | 13 - .../implementations/tinybox_green/dev_run.sh | 15 - .../tinybox_green/run_and_time.sh | 25 - .../implementations/tinybox_red/README.md | 50 - .../implementations/tinybox_red/dev_beam.sh | 13 - .../implementations/tinybox_red/dev_run.sh | 15 - .../tinybox_red/run_and_time.sh | 26 - .../implementations/tinybox_red/setup.sh | 8 - .../implementations/tinybox_green/README.md | 38 - .../implementations/tinybox_green/dev_beam.sh | 14 - .../implementations/tinybox_green/dev_run.sh | 15 - .../tinybox_green/run_and_time.sh | 25 - .../implementations/tinybox_red/dev_beam.sh | 14 - .../implementations/tinybox_red/dev_run.sh | 15 - .../tinycorp/systems/tinybox_8xMI300X.json | 38 - .../tinycorp/systems/tinybox_green.json | 38 - .../tinycorp/systems/tinybox_red.json | 37 - tinygrad/examples/mnist_gan.py | 107 - tinygrad/examples/olmoe.py | 94 - tinygrad/examples/openelm.py | 118 - tinygrad/examples/openpilot/compile3.py | 154 - tinygrad/examples/openpilot/compile4.py | 49 - .../other_mnist/beautiful_mnist_mlx.py | 55 - .../other_mnist/beautiful_mnist_torch.py | 69 - tinygrad/examples/qwq.py | 115 - tinygrad/examples/rl/lightupbutton.py | 45 - tinygrad/examples/sdv2.py | 149 - tinygrad/examples/sdxl.py | 438 - tinygrad/examples/sdxl_seed0.png | Bin 1531568 -> 0 bytes tinygrad/examples/self_tokenize.py | 48 - tinygrad/examples/serious_mnist.py | 136 - tinygrad/examples/simple_conv_bn.py | 17 - tinygrad/examples/so_vits_svc.py | 673 - .../examples/sovits_helpers/preprocess.py | 204 - tinygrad/examples/stable_diffusion.py | 296 - tinygrad/examples/stable_diffusion_seed0.png | Bin 464573 -> 0 bytes tinygrad/examples/stunning_mnist.py | 60 - tinygrad/examples/test_onnx_imagenet.py | 82 - tinygrad/examples/test_pkl_imagenet.py | 19 - .../toolkit@1.0.2/dist/cdn.min.js | 1 - .../npm/@alpinejs/focus@3.x.x/dist/cdn.min.js | 15 - .../@alpinejs/intersect@3.x.x/dist/cdn.min.js | 1 - .../npm/purecss@3.0.0/build/base-min.css | 11 - .../libs/font-awesome/6.5.2/css/all.min.css | 9 - .../6.5.2/webfonts/fa-solid-900.ttf | Bin 420332 -> 0 bytes .../6.5.2/webfonts/fa-solid-900.woff2 | Bin 156400 -> 0 bytes .../cdn-assets@11.9.0/highlight.min.js | 1213 - .../cdn-assets@11.9.0/styles/vs2015.min.css | 1 - .../dist/alpine-autosize.min.js | 2 - .../dist/alpine-autosize.min.js.map | 1 - .../unpkg.com/alpinejs@3.x.x/dist/cdn.min.js | 5 - .../dompurify@3.1.5/dist/purify.min.js | 3 - .../dompurify@3.1.5/dist/purify.min.js.map | 1 - .../marked-highlight@2.1.2/lib/index.umd.js | 97 - .../unpkg.com/marked@13.0.0/marked.min.js | 6 - tinygrad/examples/tinychat/common.css | 130 - tinygrad/examples/tinychat/favicon.svg | 25 - tinygrad/examples/tinychat/fetch_assets.sh | 23 - tinygrad/examples/tinychat/index.css | 281 - tinygrad/examples/tinychat/index.html | 173 - tinygrad/examples/tinychat/index.js | 313 - .../tinychat/tinychat-browser/.gitignore | 5 - .../tinychat/tinychat-browser/README.md | 8 - .../tinychat/tinychat-browser/compile.py | 148 - .../tinychat/tinychat-browser/compile_wasm.sh | 23 - .../tinychat/tinychat-browser/index.css | 322 - .../tinychat/tinychat-browser/index.html | 182 - .../tinychat/tinychat-browser/index.js | 927 - .../tinychat-browser/make_tiktoken_js.sh | 11 - .../tinychat-browser/tiktoken-export.js | 5 - .../tinychat-browser/webpack.config.js | 25 - .../tinychat/tinychat-browser/worker.js | 62 - tinygrad/examples/torch_cuda_kernel.py | 38 - tinygrad/examples/train_efficientnet.py | 104 - tinygrad/examples/train_resnet.py | 45 - tinygrad/examples/transformer.py | 42 - tinygrad/examples/vgg7.py | 262 - tinygrad/examples/vgg7_helpers/waifu2x.py | 193 - tinygrad/examples/vit.py | 46 - tinygrad/examples/vits.py | 740 - .../examples/webgpu/efficientnet/index.html | 124 - .../webgpu/stable_diffusion/compile.py | 237 - .../webgpu/stable_diffusion/index.html | 632 - tinygrad/examples/webgpu/yolov8/compile.py | 19 - tinygrad/examples/webgpu/yolov8/index.html | 284 - tinygrad/examples/whisper.py | 330 - tinygrad/examples/yolov3.py | 406 - tinygrad/examples/yolov8-onnx.py | 15 - tinygrad/examples/yolov8.py | 399 - tinygrad/extra/amdpci/am_smi.py | 321 - .../extra/amdpci/headers/amdgpu_doorbell.h | 279 - tinygrad/extra/amdpci/headers/amdgpu_irq.h | 87 - tinygrad/extra/amdpci/headers/amdgpu_psp.h | 559 - tinygrad/extra/amdpci/headers/amdgpu_smu.h | 347 - tinygrad/extra/amdpci/headers/amdgpu_ucode.h | 634 - tinygrad/extra/amdpci/headers/amdgpu_vm.h | 665 - tinygrad/extra/amdpci/headers/discovery.h | 600 - tinygrad/extra/amdpci/headers/psp_gfx_if.h | 471 - tinygrad/extra/amdpci/headers/v11_structs.h | 1194 - tinygrad/extra/amdpci/headers/v12_structs.h | 1191 - tinygrad/extra/amdpci/overlay/gc_9_4_3.h | 7 - tinygrad/extra/amdpci/proclogs.py | 50 - tinygrad/extra/amdpci/setup_python_cap.sh | 3 - tinygrad/extra/amdpci/setup_vfio.sh | 2 - tinygrad/extra/archprobe.py | 154 - tinygrad/extra/assembly/assembly.py | 189 - tinygrad/extra/assembly/assembly_arm64.py | 177 - tinygrad/extra/assembly/assembly_ptx.py | 105 - tinygrad/extra/assembly/assembly_rdna.py | 203 - tinygrad/extra/assembly/ptx/test.py | 23 - tinygrad/extra/assembly/rocm/.gitignore | 4 - tinygrad/extra/assembly/rocm/NOTES | 20 - .../extra/assembly/rocm/kernel_crashes/dump | 41 - .../extra/assembly/rocm/kernel_crashes/dump2 | 41 - .../extra/assembly/rocm/kernel_crashes/dump3 | 20 - .../extra/assembly/rocm/kernel_crashes/dump4 | 33 - tinygrad/extra/assembly/rocm/rdna3/asm.py | 80 - tinygrad/extra/assembly/rocm/rdna3/prog.s | 80 - tinygrad/extra/assembly/rocm/rocm_clone.sh | 11 - .../extra/assembly/rocm/rocm_from_scratch.sh | 69 - tinygrad/extra/assembly/rocm/rocm_setup.sh | 14 - tinygrad/extra/assembly/rocm/sniffer/build.sh | 11 - tinygrad/extra/assembly/rocm/sniffer/sniff.cc | 282 - tinygrad/extra/augment.py | 42 - tinygrad/extra/backends/clang_graph.py | 39 - tinygrad/extra/backends/graph_hip.py | 27 - tinygrad/extra/backends/hsa_driver.py | 143 - tinygrad/extra/backends/hsa_graph.py | 171 - tinygrad/extra/backends/ops_hsa.py | 275 - tinygrad/extra/backends/rdna.py | 127 - tinygrad/extra/backends/triton.py | 131 - tinygrad/extra/bench_log.py | 110 - tinygrad/extra/datasets/.gitignore | 4 - tinygrad/extra/datasets/__init__.py | 43 - tinygrad/extra/datasets/coco.py | 199 - .../datasets/fake_imagenet_from_mnist.py | 41 - tinygrad/extra/datasets/imagenet.py | 91 - tinygrad/extra/datasets/imagenet_download.py | 51 - tinygrad/extra/datasets/kits19.py | 219 - tinygrad/extra/datasets/librispeech.py | 82 - tinygrad/extra/datasets/openimages.py | 209 - .../extra/datasets/preprocess_imagenet.py | 21 - tinygrad/extra/datasets/sops.gz | Bin 1182286 -> 0 bytes tinygrad/extra/datasets/squad.py | 148 - tinygrad/extra/datasets/wikipedia.py | 398 - tinygrad/extra/datasets/wikipedia_download.py | 54 - .../extra/disassemblers/adreno/.gitignore | 1 - tinygrad/extra/disassemblers/adreno/README | 5 - .../extra/disassemblers/adreno/__init__.py | 22 - .../extra/disassemblers/adreno/disasm-a3xx.c | 1431 - .../extra/disassemblers/adreno/instr-a3xx.h | 1119 - tinygrad/extra/disassemblers/adreno/ir3.h | 1757 - .../extra/disassemblers/adreno/shader_enums.h | 906 - .../extra/disassemblers/adreno/util/bitscan.h | 326 - .../extra/disassemblers/adreno/util/bitset.h | 261 - .../extra/disassemblers/adreno/util/list.h | 262 - .../extra/disassemblers/adreno/util/macros.h | 346 - tinygrad/extra/disk_read_speed.py | 120 - tinygrad/extra/dsp/Dockerfile | 38 - tinygrad/extra/dsp/compile.py | 125 - tinygrad/extra/dsp/gen.sh | 3 - tinygrad/extra/dsp/hook.py | 101 - tinygrad/extra/dsp/include/AEEStdDef.h | 1146 - tinygrad/extra/dsp/include/AEEStdErr.h | 328 - tinygrad/extra/dsp/include/HAP_power.h | 685 - tinygrad/extra/dsp/include/adsprpc_shared.h | 319 - tinygrad/extra/dsp/include/apps_std.h | 208 - tinygrad/extra/dsp/include/ion.h | 204 - tinygrad/extra/dsp/include/msm_ion.h | 211 - tinygrad/extra/dsp/include/remote_default.h | 1038 - tinygrad/extra/dsp/invoke_bug.py | 326 - tinygrad/extra/dsp/invoke_bug_2.py | 279 - tinygrad/extra/dsp/opt.py | 27 - tinygrad/extra/dsp/preload.c | 79 - tinygrad/extra/dsp/run.py | 152 - tinygrad/extra/dsp/run_3.py | 312 - tinygrad/extra/dsp/snpe.sh | 11 - tinygrad/extra/dsp/snpe_logs/dlc_info_2 | 715 - tinygrad/extra/dsp/snpe_logs/high_perf_2 | 131 - tinygrad/extra/dsp/snpe_logs/parse.py | 21 - tinygrad/extra/dump_cache.py | 21 - tinygrad/extra/export_model.py | 299 - tinygrad/extra/f16_decompress.py | 16 - tinygrad/extra/gemm/.gitignore | 3 - tinygrad/extra/gemm/amd_matmul.py | 96 - tinygrad/extra/gemm/amx.py | 180 - tinygrad/extra/gemm/cuda_matmul.py | 107 - tinygrad/extra/gemm/fuzz_matmul.py | 44 - tinygrad/extra/gemm/gemm.c | 194 - tinygrad/extra/gemm/gemm.py | 28 - tinygrad/extra/gemm/hip_matmul.py | 142 - tinygrad/extra/gemm/intel_xmx.py | 43 - tinygrad/extra/gemm/jax_pmatmul.py | 27 - tinygrad/extra/gemm/kernel8_batched_gmem.s | 2435 - .../max_kernels/nv.fp16_fp16_fp16.2_stage.cu | 508 - .../max_kernels/nv.fp16_fp16_fp16.3_stage.cu | 465 - .../nv.fp16_fp16_fp16.3_stage_swizzled.cu | 517 - .../gemm/max_kernels/nv.fp16_fp16_fp16.max.cu | 482 - .../max_kernels/nv.fp16_fp16_fp16.no_xor.cu | 486 - .../max_kernels/nv.fp16_fp32_fp16.hcopt.cu | 157 - ...6_fp32_fp32.2_stage_swizzled_smem_input.cu | 398 - .../nv.fp16_fp32_fp32.flat_smem_input.cu | 363 - .../gemm/max_kernels/nv.fp16_fp32_fp32.max.cu | 439 - .../nv.fp16_fp32_fp32.swizzled_smem_input.cu | 371 - tinygrad/extra/gemm/max_matmul.py | 230 - tinygrad/extra/gemm/metal_conv.py | 49 - tinygrad/extra/gemm/metal_matmul.py | 132 - tinygrad/extra/gemm/metal_matvec.py | 113 - tinygrad/extra/gemm/mlx_matmul.py | 10 - tinygrad/extra/gemm/real_pmatmul.py | 20 - tinygrad/extra/gemm/simple_conv.py | 33 - tinygrad/extra/gemm/simple_matmul.py | 53 - tinygrad/extra/gemm/simple_matvec.py | 30 - tinygrad/extra/gemm/tf_gemm.py | 33 - tinygrad/extra/gemm/tinygrad_nv_matmul.py | 37 - tinygrad/extra/gemm/torch_gemm.py | 26 - tinygrad/extra/gemm/triton_nv_matmul.py | 107 - tinygrad/extra/gemm/tvm_gemm.py | 46 - tinygrad/extra/gradcheck.py | 51 - tinygrad/extra/hcqfuzz/.gitignore | 1 - tinygrad/extra/hcqfuzz/fuzzer.py | 72 - tinygrad/extra/hcqfuzz/readme | 12 - tinygrad/extra/hcqfuzz/spec.py | 42 - tinygrad/extra/hcqfuzz/tests/allocator.py | 16 - tinygrad/extra/hcqfuzz/tests/allreduce.py | 17 - tinygrad/extra/hcqfuzz/tests/bert.py | 83 - tinygrad/extra/hcqfuzz/tests/hcq.py | 35 - tinygrad/extra/hcqfuzz/tests/resnet.py | 66 - tinygrad/extra/hcqfuzz/tools.py | 76 - tinygrad/extra/hip_events.py | 12 - .../extra/hip_gpu_driver/gc_10_3_0_offset.h | 13609 --- .../extra/hip_gpu_driver/gc_11_0_0_offset.h | 11685 -- tinygrad/extra/hip_gpu_driver/hip_ioctl.py | 100 - tinygrad/extra/hip_gpu_driver/kfd_ioctl.h | 748 - .../extra/hip_gpu_driver/kfd_pm4_headers_ai.h | 247 - .../hip_gpu_driver/navi10_sdma_pkt_open.h | 4886 - tinygrad/extra/hip_gpu_driver/nvd.h | 470 - .../extra/hip_gpu_driver/sdma_registers.h | 571 - .../hip_gpu_driver/sdma_v6_0_0_pkt_open.h | 5664 - .../hip_gpu_driver/sienna_cichlid_ip_offset.h | 1166 - tinygrad/extra/hip_gpu_driver/soc15d.h | 444 - tinygrad/extra/hip_gpu_driver/soc21_enum.h | 22477 ---- tinygrad/extra/hip_gpu_driver/test_kfd_2.py | 207 - tinygrad/extra/hip_gpu_driver/test_pm4.py | 156 - .../extra/hip_gpu_driver/test_sdma_fun.py | 43 - .../hip_gpu_driver/vega10_sdma_pkt_open.h | 3335 - tinygrad/extra/hip_large_kernel.py | 25 - tinygrad/extra/hiprtc/hiprtc_runtime.h | 15143 --- tinygrad/extra/hook_cuda.py | 241 - .../huggingface_onnx/collect_metadata.py | 85 - .../extra/huggingface_onnx/download_models.py | 29 - tinygrad/extra/huggingface_onnx/run_models.py | 137 - tinygrad/extra/introspection.py | 49 - .../extra/junk/sentencepiece_model_pb2.py | 45 - tinygrad/extra/lr_scheduler.py | 91 - tinygrad/extra/mcts_search.py | 175 - tinygrad/extra/mmapeak/mmapeak.py | 79 - tinygrad/extra/mmapeak/template.s | 41 - tinygrad/extra/models/bert.py | 299 - tinygrad/extra/models/clip.py | 463 - tinygrad/extra/models/convnext.py | 64 - tinygrad/extra/models/efficientnet.py | 164 - tinygrad/extra/models/inception.py | 342 - tinygrad/extra/models/llama.py | 254 - tinygrad/extra/models/mask_rcnn.py | 1214 - tinygrad/extra/models/resnet.py | 170 - tinygrad/extra/models/retinanet.py | 263 - tinygrad/extra/models/rnnt.py | 202 - tinygrad/extra/models/t5.py | 288 - tinygrad/extra/models/transformer.py | 61 - tinygrad/extra/models/unet.py | 255 - tinygrad/extra/models/unet3d.py | 59 - tinygrad/extra/models/vit.py | 73 - tinygrad/extra/multitensor.py | 59 - tinygrad/extra/nv_gpu_driver/clc6c0qmd.h | 763 - tinygrad/extra/nv_gpu_driver/clcec0qmd.h | 863 - tinygrad/extra/nv_gpu_driver/nv_ioctl.py | 275 - tinygrad/extra/onnx.py | 835 - tinygrad/extra/onnx_helpers.py | 65 - tinygrad/extra/onnx_parser.py | 204 - .../extra/optimization/extract_dataset.py | 13 - .../extra/optimization/extract_policynet.py | 114 - .../extra/optimization/extract_sa_pairs.py | 129 - .../extra/optimization/generate_dataset.sh | 29 - .../extra/optimization/get_action_space.py | 31 - tinygrad/extra/optimization/helpers.py | 122 - .../extra/optimization/pretrain_valuenet.py | 88 - tinygrad/extra/optimization/rl.py | 76 - tinygrad/extra/optimization/run_qnet.py | 32 - tinygrad/extra/optimization/search.py | 34 - .../extra/optimization/test_beam_search.py | 81 - tinygrad/extra/optimization/test_helpers.py | 19 - tinygrad/extra/optimization/test_net.py | 67 - .../optimization/test_time_linearizer.py | 21 - tinygrad/extra/profiler/index.html | 173 - tinygrad/extra/qcom_gpu_driver/a6xx.xml.h | 16783 --- tinygrad/extra/qcom_gpu_driver/adreno_pm4.xml | 2265 - tinygrad/extra/qcom_gpu_driver/gen.sh | 2 - tinygrad/extra/qcom_gpu_driver/msm_kgsl.h | 1451 - tinygrad/extra/qcom_gpu_driver/msm_kgsl.py | 1035 - .../extra/qcom_gpu_driver/opencl_ioctl.py | 284 - .../qcom_gpu_driver/qcom_opencl_interop.py | 87 - tinygrad/extra/reduce_speed.py | 128 - tinygrad/extra/remu/Cargo.lock | 66 - tinygrad/extra/remu/Cargo.toml | 15 - tinygrad/extra/remu/README.md | 80 - tinygrad/extra/remu/rustfmt.toml | 1 - tinygrad/extra/remu/src/helpers.rs | 156 - tinygrad/extra/remu/src/lib.rs | 32 - tinygrad/extra/remu/src/rdna3.rs | 223 - tinygrad/extra/remu/src/state.rs | 254 - tinygrad/extra/remu/src/thread.rs | 3731 - tinygrad/extra/remu/src/work_group.rs | 233 - tinygrad/extra/remu/test/hwtest.py | 202 - tinygrad/extra/replay_pkl.py | 75 - tinygrad/extra/resnet18/resnet_mlx.py | 114 - tinygrad/extra/resnet18/resnet_tinygrad.py | 109 - tinygrad/extra/ring_copy.py | 15 - tinygrad/extra/sched/fuzz_schedule.py | 100 - tinygrad/extra/setup_mock_amd_osx.sh | 22 - tinygrad/extra/setup_mock_nv_osx.sh | 13 - tinygrad/extra/sqtt/README.md | 33 - tinygrad/extra/sqtt/rgptool.py | 330 - tinygrad/extra/sqtt/sqtt.h | 840 - tinygrad/extra/thneed.py | 287 - tinygrad/extra/threefry.py | 16 - tinygrad/extra/to_movement_ops.py | 154 - tinygrad/extra/torch_backend/.gitignore | 1 - tinygrad/extra/torch_backend/backend.py | 643 - tinygrad/extra/torch_backend/backend2.py | 47 - tinygrad/extra/torch_backend/example.py | 21 - tinygrad/extra/torch_backend/test.py | 210 - tinygrad/extra/torch_backend/test_compile.py | 36 - tinygrad/extra/torch_backend/test_inplace.py | 71 - tinygrad/extra/torch_backend/test_multigpu.py | 29 - tinygrad/extra/torch_backend/torch_tests.py | 43 - .../extra/torch_backend/wrapped_tensor.cpp | 144 - tinygrad/extra/torch_hook/hook_cuda.py | 214 - tinygrad/extra/torch_hook/hook_torch.py | 150 - tinygrad/extra/training.py | 58 - tinygrad/extra/transfer_speed.py | 18 - tinygrad/extra/usbgpu/.gitignore | 2 - tinygrad/extra/usbgpu/legacy/nvme_speed.py | 23 - tinygrad/extra/usbgpu/legacy/patch_exp.py | 88 - tinygrad/extra/usbgpu/legacy/wr_speed.py | 22 - tinygrad/extra/usbgpu/patch.py | 88 - tinygrad/extra/usbgpu/scan_pci.py | 67 - tinygrad/extra/webgpu/webgpu.h | 4265 - tinygrad/mkdocs.yml | 148 - tinygrad/mypy.ini | 10 - tinygrad/ruff.toml | 44 - tinygrad/serve_docs.sh | 2 - tinygrad/setup.py | 89 - tinygrad/sz.py | 84 - tinygrad/test/Dockerfile | 12 - tinygrad/test/__init__.py | 0 .../test/external/external_benchmark_am.py | 9 - .../external_benchmark_bert_matmuls.py | 18 - .../external_benchmark_bert_softmax.py | 18 - .../external/external_benchmark_disk_raw.py | 7 - .../test/external/external_benchmark_hcopt.py | 43 - .../external_benchmark_hip_compile.py | 31 - .../external/external_benchmark_keccak.py | 20 - .../external_benchmark_kernel_launch.py | 38 - ...xternal_benchmark_load_stable_diffusion.py | 13 - ...xternal_benchmark_multitensor_allreduce.py | 55 - .../external/external_benchmark_openpilot.py | 64 - .../external/external_benchmark_resnet.py | 127 - .../external/external_benchmark_schedule.py | 59 - .../external_benchmark_sdxl_softmax.py | 27 - .../test/external/external_cl_half_max.py | 13 - .../external/external_debug_metal_sd_conv.py | 46 - .../external/external_fuzz_am_interrupts.py | 39 - tinygrad/test/external/external_fuzz_ampt.py | 108 - .../external/external_fuzz_hcq_signals.py | 31 - tinygrad/test/external/external_fuzz_tlsf.py | 79 - .../test/external/external_gpu_fail_osx.py | 16 - .../external/external_hip_compiler_bug.py | 225 - .../test/external/external_jit_failure.py | 17 - tinygrad/test/external/external_llama_eval.py | 102 - .../external/external_metal_compile_fail.py | 230 - .../test/external/external_model_benchmark.py | 135 - tinygrad/test/external/external_multi_gpu.py | 79 - .../test/external/external_osx_profiling.py | 41 - tinygrad/test/external/external_test_am.py | 180 - tinygrad/test/external/external_test_amd.py | 28 - .../test/external/external_test_datasets.py | 171 - .../test/external/external_test_embedding.py | 8 - .../test/external/external_test_example.py | 73 - tinygrad/test/external/external_test_hcq.py | 326 - .../external_test_hcq_fuzz_failures.py | 61 - .../external/external_test_hip_compile.py | 39 - .../test/external/external_test_hsa_driver.py | 116 - tinygrad/test/external/external_test_image.py | 51 - .../external/external_test_jit_on_models.py | 43 - .../test/external/external_test_keccak.py | 31 - .../test/external/external_test_llama3_ff.py | 12 - .../test/external/external_test_lm_head.py | 10 - .../test/external/external_test_losses.py | 40 - tinygrad/test/external/external_test_mamba.py | 24 - .../test/external/external_test_metrics.py | 20 - .../external_test_mnist_data_select.py | 8 - tinygrad/test/external/external_test_nv.py | 66 - .../external/external_test_onnx_backend.py | 224 - .../test/external/external_test_onnx_ops.py | 414 - tinygrad/test/external/external_test_opt.py | 240 - tinygrad/test/external/external_test_optim.py | 175 - .../external/external_test_speed_llama.py | 58 - .../external_test_speed_theoretical.py | 48 - tinygrad/test/external/external_test_tlsf.py | 78 - .../test/external/external_test_train_gpt2.py | 55 - .../test/external/external_test_usb_asm24.py | 73 - .../external/external_test_valid_remove.py | 121 - .../external_test_whisper_librispeech.py | 83 - tinygrad/test/external/external_test_yolo.py | 32 - .../test/external/external_test_yolov8.py | 73 - tinygrad/test/external/external_uop_gc.py | 72 - tinygrad/test/external/fuzz_fast_idiv.py | 33 - tinygrad/test/external/fuzz_graph.py | 128 - tinygrad/test/external/fuzz_kfd.py | 28 - tinygrad/test/external/fuzz_linearizer.py | 338 - tinygrad/test/external/fuzz_shape_ops.py | 87 - tinygrad/test/external/fuzz_shapetracker.py | 61 - .../test/external/fuzz_shapetracker_math.py | 46 - .../test/external/fuzz_shapetracker_size.py | 13 - tinygrad/test/external/fuzz_symbolic.py | 92 - tinygrad/test/external/graph_batchnorm.py | 61 - .../mlperf_bert/external_benchmark_bert.py | 102 - .../external_test_checkpoint_loading.py | 55 - .../preprocessing/create_pretraining_data.py | 435 - .../external_test_preprocessing_part.py | 79 - .../preprocessing/pick_eval_samples.py | 127 - .../mlperf_bert/preprocessing/tokenization.py | 415 - .../external/mlperf_resnet/lars_optimizer.py | 233 - .../test/external/mlperf_resnet/lars_util.py | 179 - .../external/mlperf_retinanet/coco_utils.py | 89 - .../external/mlperf_retinanet/focal_loss.py | 51 - .../external/mlperf_retinanet/model/boxes.py | 65 - .../mlperf_retinanet/model/image_list.py | 27 - .../mlperf_retinanet/model/transform.py | 163 - .../external/mlperf_retinanet/model/utils.py | 123 - .../external/mlperf_retinanet/openimages.py | 25 - .../test/external/mlperf_retinanet/presets.py | 24 - .../external/mlperf_retinanet/transforms.py | 77 - tinygrad/test/external/mlperf_unet3d/dice.py | 94 - .../test/external/mlperf_unet3d/kits19.py | 165 - .../b1ab7897cbfa35981e1636fe551e4ce5.npy | Bin 26144 -> 0 bytes .../test/external/process_replay/README.md | 19 - .../test/external/process_replay/local.sh | 10 - .../external/process_replay/process_replay.py | 109 - .../test/external/process_replay/reset.py | 4 - tinygrad/test/external/speed_beam_v_hcopt.py | 41 - .../test/external/speed_compare_amd_am.py | 157 - .../test/external/speed_compare_cuda_nv.py | 69 - .../test/external/speed_compare_cuda_ptx.py | 61 - tinygrad/test/external/speed_v_theoretical.py | 101 - tinygrad/test/external/verify_kernel.py | 78 - tinygrad/test/helpers.py | 72 - tinygrad/test/mockgpu/amd/amddriver.py | 172 - tinygrad/test/mockgpu/amd/amdgpu.py | 353 - tinygrad/test/mockgpu/cuda/cuda.py | 170 - tinygrad/test/mockgpu/driver.py | 39 - tinygrad/test/mockgpu/gpu.py | 4 - tinygrad/test/mockgpu/mockgpu.py | 101 - tinygrad/test/mockgpu/nv/nvdriver.py | 257 - tinygrad/test/mockgpu/nv/nvgpu.py | 194 - tinygrad/test/mockgpu/usb.py | 16 - tinygrad/test/models/__init__.py | 0 tinygrad/test/models/efficientnet/Chicken.jpg | Bin 110248 -> 0 bytes tinygrad/test/models/efficientnet/car.jpg | Bin 8131 -> 0 bytes .../imagenet1000_clsidx_to_labels.txt | 1000 - tinygrad/test/models/test_bert.py | 56 - tinygrad/test/models/test_efficientnet.py | 116 - tinygrad/test/models/test_end2end.py | 164 - tinygrad/test/models/test_mnist.py | 115 - tinygrad/test/models/test_onnx.py | 141 - tinygrad/test/models/test_real_world.py | 175 - tinygrad/test/models/test_resnet.py | 21 - tinygrad/test/models/test_rnnt.py | 47 - tinygrad/test/models/test_train.py | 85 - tinygrad/test/models/test_waifu2x.py | 24 - tinygrad/test/models/test_whisper.py | 71 - tinygrad/test/models/waifu2x/input.png | Bin 7321 -> 0 bytes tinygrad/test/models/waifu2x/output.png | Bin 14906 -> 0 bytes tinygrad/test/models/whisper/test.wav | Bin 35676 -> 0 bytes tinygrad/test/models/whisper/test2.wav | Bin 85088 -> 0 bytes tinygrad/test/test_amd_llvm.py | 52 - tinygrad/test/test_arange.py | 221 - tinygrad/test/test_assign.py | 398 - tinygrad/test/test_compile_failures.py | 18 - tinygrad/test/test_const_folding.py | 341 - tinygrad/test/test_conv_shapetracker.py | 55 - tinygrad/test/test_copy_speed.py | 67 - tinygrad/test/test_device_speed.py | 37 - tinygrad/test/test_dtype.py | 984 - tinygrad/test/test_dtype_alu.py | 212 - tinygrad/test/test_edgecases.py | 301 - tinygrad/test/test_fusion_op.py | 68 - tinygrad/test/test_gc.py | 113 - tinygrad/test/test_graph.py | 261 - tinygrad/test/test_hcq.py | 539 - tinygrad/test/test_hcq_iface.py | 105 - tinygrad/test/test_image_dtype.py | 179 - tinygrad/test/test_interop.py | 52 - tinygrad/test/test_jit.py | 673 - tinygrad/test/test_jit_cases.py | 78 - tinygrad/test/test_kernel_cache.py | 29 - tinygrad/test/test_linearizer.py | 2215 - tinygrad/test/test_linearizer_dumb.py | 199 - tinygrad/test/test_linearizer_failures.py | 1727 - tinygrad/test/test_linearizer_overflows.py | 195 - tinygrad/test/test_memory_planner.py | 124 - tinygrad/test/test_metal.py | 75 - tinygrad/test/test_method_cache.py | 48 - tinygrad/test/test_multitensor.py | 1268 - tinygrad/test/test_net_speed.py | 87 - tinygrad/test/test_nn.py | 709 - tinygrad/test/test_ocl.py | 31 - tinygrad/test/test_ops.py | 3041 - tinygrad/test/test_opt_gemm.py | 45 - tinygrad/test/test_optim.py | 136 - tinygrad/test/test_pickle.py | 174 - tinygrad/test/test_profiler.py | 163 - tinygrad/test/test_quantize_onnx.py | 368 - tinygrad/test/test_randomness.py | 360 - tinygrad/test/test_renderer_failures.py | 121 - tinygrad/test/test_sample.py | 21 - tinygrad/test/test_schedule.py | 2712 - tinygrad/test/test_search.py | 180 - tinygrad/test/test_setitem.py | 180 - tinygrad/test/test_softmax_fusion.py | 177 - tinygrad/test/test_specific_conv.py | 55 - tinygrad/test/test_speed_v_torch.py | 287 - tinygrad/test/test_stunning.py | 59 - tinygrad/test/test_subbuffer.py | 68 - tinygrad/test/test_symbolic_jit.py | 327 - tinygrad/test/test_symbolic_ops.py | 273 - tinygrad/test/test_tensor.py | 910 - tinygrad/test/test_tensor_data.py | 82 - tinygrad/test/test_tensor_uop.py | 121 - tinygrad/test/test_tensor_variable.py | 96 - tinygrad/test/test_tiny.py | 119 - tinygrad/test/test_to_numpy.py | 17 - tinygrad/test/test_transcendental.py | 163 - tinygrad/test/test_uop_graph.py | 746 - tinygrad/test/test_uops.py | 665 - tinygrad/test/test_uops_stats.py | 249 - tinygrad/test/test_winograd.py | 97 - tinygrad/test/test_zero_copy.py | 27 - tinygrad/test/testextra/__init__.py | 0 tinygrad/test/testextra/test_bench_log.py | 108 - tinygrad/test/testextra/test_export_model.py | 69 - .../test/testextra/test_f16_decompress.py | 16 - tinygrad/test/testextra/test_lr_scheduler.py | 125 - tinygrad/test/testextra/test_mockgpu.py | 13 - tinygrad/test/unit/__init__.py | 0 tinygrad/test/unit/test_allreduce.py | 29 - tinygrad/test/unit/test_attention.py | 20 - tinygrad/test/unit/test_block_reorder.py | 76 - tinygrad/test/unit/test_conv.py | 132 - tinygrad/test/unit/test_device.py | 57 - tinygrad/test/unit/test_disk_cache.py | 108 - tinygrad/test/unit/test_disk_tensor.py | 414 - tinygrad/test/unit/test_elf.py | 29 - tinygrad/test/unit/test_gguf.py | 107 - tinygrad/test/unit/test_gradient.py | 147 - tinygrad/test/unit/test_graph_rewrite.py | 288 - tinygrad/test/unit/test_helpers.py | 367 - tinygrad/test/unit/test_indexing.py | 1573 - tinygrad/test/unit/test_keccak.py | 42 - tinygrad/test/unit/test_kernelize.py | 33 - tinygrad/test/unit/test_linearizer_rewrite.py | 28 - tinygrad/test/unit/test_masked_st.py | 32 - tinygrad/test/unit/test_microbenchmarks.py | 43 - tinygrad/test/unit/test_mnist_dataset.py | 14 - tinygrad/test/unit/test_pattern_matcher.py | 215 - tinygrad/test/unit/test_qcom.py | 73 - tinygrad/test/unit/test_rearrange_einops.py | 321 - tinygrad/test/unit/test_rewrite_map.py | 202 - .../test/unit/test_rewrite_tracked_childen.py | 63 - tinygrad/test/unit/test_search.py | 11 - tinygrad/test/unit/test_shapetracker.py | 917 - tinygrad/test/unit/test_shapetracker_math.py | 178 - tinygrad/test/unit/test_shm_tensor.py | 38 - tinygrad/test/unit/test_simplify_valid_idx.py | 416 - tinygrad/test/unit/test_symbolic_failures.py | 161 - .../test/unit/test_symbolic_shapetracker.py | 251 - tinygrad/test/unit/test_tar.py | 141 - tinygrad/test/unit/test_tensor_io.py | 38 - .../unit/test_tensor_uop_representation.py | 127 - tinygrad/test/unit/test_tqdm.py | 310 - .../test/unit/test_transcendental_helpers.py | 109 - tinygrad/test/unit/test_uop_resolve.py | 125 - tinygrad/test/unit/test_uop_symbolic.py | 872 - tinygrad/test/unit/test_uop_vmin_vmax.py | 322 - tinygrad/test/unit/test_upat_compile.py | 53 - tinygrad/test/unit/test_verify_ast.py | 98 - tinygrad/test/unit/test_view.py | 227 - tinygrad/test/unit/test_viz.py | 295 - tinygrad/test/web/test_viz.js | 34 - tinygrad/test/web/test_webgpu.js | 65 - tinygrad/test_driven_development.sh | 8 - tinygrad/tinygrad/__init__.py | 11 - tinygrad/tinygrad/codegen/__init__.py | 79 - tinygrad/tinygrad/codegen/devectorizer.py | 431 - tinygrad/tinygrad/codegen/expander.py | 138 - tinygrad/tinygrad/codegen/heuristic.py | 133 - tinygrad/tinygrad/codegen/kernel.py | 575 - tinygrad/tinygrad/codegen/linearize.py | 245 - tinygrad/tinygrad/codegen/lowerer.py | 232 - tinygrad/tinygrad/codegen/symbolic.py | 472 - tinygrad/tinygrad/codegen/transcendental.py | 266 - tinygrad/tinygrad/device.py | 407 - tinygrad/tinygrad/dtype.py | 297 - tinygrad/tinygrad/engine/__init__.py | 0 tinygrad/tinygrad/engine/grouper.py | 584 - tinygrad/tinygrad/engine/jit.py | 332 - tinygrad/tinygrad/engine/memory.py | 69 - tinygrad/tinygrad/engine/multi.py | 204 - tinygrad/tinygrad/engine/realize.py | 187 - tinygrad/tinygrad/engine/schedule.py | 91 - tinygrad/tinygrad/engine/search.py | 210 - tinygrad/tinygrad/frontend/__init__.py | 0 tinygrad/tinygrad/frontend/onnx.py | 7 - tinygrad/tinygrad/frontend/torch.py | 5 - tinygrad/tinygrad/gradient.py | 67 - tinygrad/tinygrad/helpers.py | 352 - tinygrad/tinygrad/nn/__init__.py | 355 - tinygrad/tinygrad/nn/datasets.py | 14 - tinygrad/tinygrad/nn/optim.py | 165 - tinygrad/tinygrad/nn/state.py | 340 - tinygrad/tinygrad/py.typed | 0 tinygrad/tinygrad/renderer/__init__.py | 149 - tinygrad/tinygrad/renderer/cstyle.py | 504 - tinygrad/tinygrad/renderer/llvmir.py | 250 - tinygrad/tinygrad/renderer/ptx.py | 214 - tinygrad/tinygrad/renderer/wgsl.py | 92 - tinygrad/tinygrad/runtime/__init__.py | 0 tinygrad/tinygrad/runtime/autogen/adreno.py | 17904 ---- tinygrad/tinygrad/runtime/autogen/am/am.py | 5861 - .../tinygrad/runtime/autogen/am/navi10.py | 40774 ------- .../tinygrad/runtime/autogen/am/pm4_nv.py | 962 - .../tinygrad/runtime/autogen/am/pm4_soc15.py | 931 - .../tinygrad/runtime/autogen/am/sdma_4_0_0.py | 5209 - .../tinygrad/runtime/autogen/am/sdma_4_4_2.py | 5209 - .../tinygrad/runtime/autogen/am/sdma_5_0_0.py | 7103 -- .../tinygrad/runtime/autogen/am/sdma_6_0_0.py | 8085 -- .../runtime/autogen/am/smu_v13_0_0.py | 3068 - .../runtime/autogen/am/smu_v14_0_3.py | 3605 - tinygrad/tinygrad/runtime/autogen/am/soc21.py | 39083 ------- tinygrad/tinygrad/runtime/autogen/am/soc24.py | 37140 ------- .../tinygrad/runtime/autogen/am/vega10.py | 36196 ------- tinygrad/tinygrad/runtime/autogen/amd_gpu.py | 89131 ---------------- tinygrad/tinygrad/runtime/autogen/comgr.py | 919 - tinygrad/tinygrad/runtime/autogen/comgr_3.py | 906 - tinygrad/tinygrad/runtime/autogen/cuda.py | 7692 -- tinygrad/tinygrad/runtime/autogen/hip.py | 5909 - tinygrad/tinygrad/runtime/autogen/hsa.py | 5934 - tinygrad/tinygrad/runtime/autogen/io_uring.py | 2319 - tinygrad/tinygrad/runtime/autogen/kfd.py | 1548 - tinygrad/tinygrad/runtime/autogen/kgsl.py | 1386 - tinygrad/tinygrad/runtime/autogen/libc.py | 6190 -- tinygrad/tinygrad/runtime/autogen/libusb.py | 1643 - tinygrad/tinygrad/runtime/autogen/llvm.py | 11379 -- tinygrad/tinygrad/runtime/autogen/nv_gpu.py | 38561 ------- tinygrad/tinygrad/runtime/autogen/nvrtc.py | 579 - tinygrad/tinygrad/runtime/autogen/opencl.py | 1793 - tinygrad/tinygrad/runtime/autogen/pci.py | 1333 - tinygrad/tinygrad/runtime/autogen/qcom_dsp.py | 1739 - tinygrad/tinygrad/runtime/autogen/sqtt.py | 1789 - tinygrad/tinygrad/runtime/autogen/vfio.py | 891 - tinygrad/tinygrad/runtime/autogen/webgpu.py | 6994 -- tinygrad/tinygrad/runtime/graph/__init__.py | 0 tinygrad/tinygrad/runtime/graph/cpu.py | 67 - tinygrad/tinygrad/runtime/graph/cuda.py | 76 - tinygrad/tinygrad/runtime/graph/hcq.py | 210 - tinygrad/tinygrad/runtime/graph/metal.py | 102 - tinygrad/tinygrad/runtime/graph/remote.py | 40 - tinygrad/tinygrad/runtime/ops_amd.py | 981 - tinygrad/tinygrad/runtime/ops_cpu.py | 26 - tinygrad/tinygrad/runtime/ops_cuda.py | 130 - tinygrad/tinygrad/runtime/ops_disk.py | 124 - tinygrad/tinygrad/runtime/ops_dsp.py | 305 - tinygrad/tinygrad/runtime/ops_gpu.py | 117 - tinygrad/tinygrad/runtime/ops_hip.py | 63 - tinygrad/tinygrad/runtime/ops_llvm.py | 75 - tinygrad/tinygrad/runtime/ops_metal.py | 225 - tinygrad/tinygrad/runtime/ops_npy.py | 11 - tinygrad/tinygrad/runtime/ops_null.py | 26 - tinygrad/tinygrad/runtime/ops_nv.py | 590 - tinygrad/tinygrad/runtime/ops_python.py | 225 - tinygrad/tinygrad/runtime/ops_qcom.py | 372 - tinygrad/tinygrad/runtime/ops_remote.py | 341 - tinygrad/tinygrad/runtime/ops_webgpu.py | 226 - tinygrad/tinygrad/runtime/support/__init__.py | 0 .../tinygrad/runtime/support/allocator.py | 97 - .../tinygrad/runtime/support/am/__init__.py | 0 tinygrad/tinygrad/runtime/support/am/amdev.py | 392 - tinygrad/tinygrad/runtime/support/am/ip.py | 503 - tinygrad/tinygrad/runtime/support/amd.py | 130 - .../tinygrad/runtime/support/compiler_amd.py | 100 - .../tinygrad/runtime/support/compiler_cuda.py | 76 - tinygrad/tinygrad/runtime/support/elf.py | 62 - tinygrad/tinygrad/runtime/support/hcq.py | 512 - tinygrad/tinygrad/runtime/support/llvm.py | 25 - tinygrad/tinygrad/runtime/support/usb.py | 268 - tinygrad/tinygrad/runtime/support/webgpu.py | 11 - tinygrad/tinygrad/shape/__init__.py | 0 tinygrad/tinygrad/shape/shapetracker.py | 140 - tinygrad/tinygrad/shape/view.py | 322 - tinygrad/tinygrad/tensor.py | 4315 - tinygrad/tinygrad/uop/__init__.py | 99 - tinygrad/tinygrad/uop/mathtraits.py | 124 - tinygrad/tinygrad/uop/ops.py | 905 - tinygrad/tinygrad/uop/spec.py | 228 - tinygrad/tinygrad/uop/upat.py | 163 - tinygrad/tinygrad/viz/README | 53 - .../highlight.js/11.10.0/highlight.min.js | 1232 - .../highlight.js/11.10.0/languages/cpp.min.js | 47 - .../11.10.0/languages/python.min.js | 42 - .../11.10.0/styles/default.min.css | 9 - .../tinygrad/viz/assets/d3js.org/d3.v7.min.js | 2 - .../project/dagre/latest/dagre.min.js | 801 - .../styles/tokyo-night-dark.min.css | 8 - tinygrad/tinygrad/viz/fetch_assets.sh | 14 - tinygrad/tinygrad/viz/index.html | 228 - tinygrad/tinygrad/viz/js/index.js | 466 - tinygrad/tinygrad/viz/js/worker.js | 33 - tinygrad/tinygrad/viz/perfetto.html | 178 - tinygrad/tinygrad/viz/serve.py | 210 - tinyturing/.envrc | 1 - tinyturing/.gitignore | 3 - tinyturing/README.md | 1 - tinyturing/default.nix | 29 - tinyturing/examples/camera.py | 28 - tinyturing/examples/docs_qr.png | Bin 35950 -> 0 bytes tinyturing/examples/font.py | 28 - tinyturing/examples/logo.png | Bin 5930 -> 0 bytes tinyturing/examples/physics.py | 59 - tinyturing/examples/scrolling_text.py | 24 - tinyturing/examples/sleep.py | 72 - tinyturing/examples/status.py | 76 - tinyturing/examples/welcome.py | 34 - tinyturing/extra/convert_font.py | 43 - tinyturing/flake.lock | 61 - tinyturing/flake.nix | 60 - tinyturing/pyproject.toml | 12 - tinyturing/tinyturing/components.py | 290 - tinyturing/tinyturing/display.py | 231 - tinyturing/tinyturing/font.npy | Bin 194688 -> 0 bytes tinyturing/tinyturing/font_mono.npy | Bin 194688 -> 0 bytes 923 files changed, 12 insertions(+), 654800 deletions(-) create mode 100644 .gitmodules delete mode 100644 tinygrad/.github/actions/process-replay/action.yml delete mode 100644 tinygrad/.github/actions/setup-tinygrad/action.yml delete mode 100644 tinygrad/.github/workflows/benchmark.yml delete mode 100644 tinygrad/.github/workflows/benchmark_search.yml delete mode 100644 tinygrad/.github/workflows/docs.yml delete mode 100644 tinygrad/.github/workflows/mlperf.yml delete mode 100644 tinygrad/.github/workflows/python-publish.yml delete mode 100644 tinygrad/.github/workflows/szdiff.yml delete mode 100644 tinygrad/.github/workflows/test.yml delete mode 100644 tinygrad/.gitignore delete mode 100644 tinygrad/.pre-commit-config.yaml delete mode 100644 tinygrad/.pylintrc delete mode 100644 tinygrad/AGENTS.md delete mode 100644 tinygrad/LICENSE delete mode 100644 tinygrad/README.md delete mode 100755 tinygrad/autogen_stubs.sh delete mode 100644 tinygrad/docs/CNAME delete mode 100644 tinygrad/docs/abstractions2.py delete mode 100644 tinygrad/docs/abstractions3.py delete mode 100644 tinygrad/docs/developer/am.md delete mode 100644 tinygrad/docs/developer/developer.md delete mode 100644 tinygrad/docs/developer/hcq.md delete mode 100644 tinygrad/docs/developer/kernelize.md delete mode 100644 tinygrad/docs/developer/runtime.md delete mode 100644 tinygrad/docs/developer/speed.md delete mode 100644 tinygrad/docs/developer/uop.md delete mode 100644 tinygrad/docs/dtypes.md delete mode 100644 tinygrad/docs/env_vars.md delete mode 100644 tinygrad/docs/favicon.svg delete mode 100644 tinygrad/docs/index.md delete mode 100644 tinygrad/docs/logo_tiny_dark.svg delete mode 100644 tinygrad/docs/logo_tiny_light.svg delete mode 100644 tinygrad/docs/mnist.md delete mode 100644 tinygrad/docs/nn.md delete mode 100644 tinygrad/docs/quickstart.md delete mode 100644 tinygrad/docs/ramp.py delete mode 100644 tinygrad/docs/runtime.md delete mode 100644 tinygrad/docs/showcase.md delete mode 100644 tinygrad/docs/showcase/mnist_by_tinygrad.jpg delete mode 100644 tinygrad/docs/showcase/stable_diffusion_by_tinygrad.jpg delete mode 100644 tinygrad/docs/showcase/yolo_by_tinygrad.jpg delete mode 100644 tinygrad/docs/showcase/yolov8_showcase_image.png delete mode 100644 tinygrad/docs/tensor/creation.md delete mode 100644 tinygrad/docs/tensor/elementwise.md delete mode 100644 tinygrad/docs/tensor/index.md delete mode 100644 tinygrad/docs/tensor/movement.md delete mode 100644 tinygrad/docs/tensor/ops.md delete mode 100644 tinygrad/docs/tensor/properties.md delete mode 100644 tinygrad/docs/tinybox.md delete mode 100644 tinygrad/docs/tinygrad_intro.pdf delete mode 100644 tinygrad/docs/tinygrad_vs_others.png delete mode 100644 tinygrad/eslint.config.mjs delete mode 100644 tinygrad/examples/__init__.py delete mode 100644 tinygrad/examples/beautiful_cartpole.py delete mode 100644 tinygrad/examples/beautiful_cifar.py delete mode 100644 tinygrad/examples/beautiful_mnist.py delete mode 100644 tinygrad/examples/beautiful_mnist_multigpu.py delete mode 100644 tinygrad/examples/benchmark_onnx.py delete mode 100644 tinygrad/examples/coder.py delete mode 100644 tinygrad/examples/compile_efficientnet.py delete mode 100644 tinygrad/examples/compile_tensorflow.py delete mode 100644 tinygrad/examples/conversation.py delete mode 100644 tinygrad/examples/conversation_data/pre_prompt_gary.yaml delete mode 100644 tinygrad/examples/conversation_data/pre_prompt_george.yaml delete mode 100644 tinygrad/examples/conversation_data/pre_prompt_lexie.yaml delete mode 100644 tinygrad/examples/conversation_data/pre_prompt_stacy.yaml delete mode 100644 tinygrad/examples/efficientnet.py delete mode 100644 tinygrad/examples/flux1.py delete mode 100644 tinygrad/examples/flux1_seed0.png delete mode 100644 tinygrad/examples/gpt2.py delete mode 100644 tinygrad/examples/handcode_opt.py delete mode 100644 tinygrad/examples/hlb_cifar10.py delete mode 100755 tinygrad/examples/llama.py delete mode 100644 tinygrad/examples/llama3.py delete mode 100644 tinygrad/examples/llm.c/.gitignore delete mode 100755 tinygrad/examples/llm.c/export.py delete mode 100755 tinygrad/examples/llm.c/train_gpt2.py delete mode 100644 tinygrad/examples/llm.c/ubench/matmul.c delete mode 100644 tinygrad/examples/mamba.py delete mode 100644 tinygrad/examples/mask_rcnn.py delete mode 100644 tinygrad/examples/minrf.py delete mode 100644 tinygrad/examples/mixtral.py delete mode 100644 tinygrad/examples/mlperf/README delete mode 100644 tinygrad/examples/mlperf/dataloader.py delete mode 100644 tinygrad/examples/mlperf/helpers.py delete mode 100644 tinygrad/examples/mlperf/initializers.py delete mode 100644 tinygrad/examples/mlperf/losses.py delete mode 100644 tinygrad/examples/mlperf/lr_schedulers.py delete mode 100644 tinygrad/examples/mlperf/metrics.py delete mode 100644 tinygrad/examples/mlperf/model_eval.py delete mode 100644 tinygrad/examples/mlperf/model_spec.py delete mode 100644 tinygrad/examples/mlperf/model_train.py delete mode 100755 tinygrad/examples/mlperf/scripts/setup_kits19_dataset.sh delete mode 100644 tinygrad/examples/mlperf/training_submission_v4.0/tinycorp/benchmarks/resnet/implementations/tinybox_green/README.md delete mode 100755 tinygrad/examples/mlperf/training_submission_v4.0/tinycorp/benchmarks/resnet/implementations/tinybox_green/dev_beam.sh delete mode 100755 tinygrad/examples/mlperf/training_submission_v4.0/tinycorp/benchmarks/resnet/implementations/tinybox_green/dev_run.sh delete mode 100755 tinygrad/examples/mlperf/training_submission_v4.0/tinycorp/benchmarks/resnet/implementations/tinybox_green/run_and_time.sh delete mode 100644 tinygrad/examples/mlperf/training_submission_v4.0/tinycorp/benchmarks/resnet/implementations/tinybox_red/README.md delete mode 100755 tinygrad/examples/mlperf/training_submission_v4.0/tinycorp/benchmarks/resnet/implementations/tinybox_red/dev_beam.sh delete mode 100755 tinygrad/examples/mlperf/training_submission_v4.0/tinycorp/benchmarks/resnet/implementations/tinybox_red/dev_run.sh delete mode 100755 tinygrad/examples/mlperf/training_submission_v4.0/tinycorp/benchmarks/resnet/implementations/tinybox_red/run_and_time.sh delete mode 100755 tinygrad/examples/mlperf/training_submission_v4.0/tinycorp/benchmarks/resnet/implementations/tinybox_red/setup.sh delete mode 100644 tinygrad/examples/mlperf/training_submission_v4.0/tinycorp/systems/tinybox_green.json delete mode 100644 tinygrad/examples/mlperf/training_submission_v4.0/tinycorp/systems/tinybox_red.json delete mode 100644 tinygrad/examples/mlperf/training_submission_v4.1/tinycorp/benchmarks/bert/implementations/tinybox_green/README.md delete mode 100755 tinygrad/examples/mlperf/training_submission_v4.1/tinycorp/benchmarks/bert/implementations/tinybox_green/dev_beam.sh delete mode 100755 tinygrad/examples/mlperf/training_submission_v4.1/tinycorp/benchmarks/bert/implementations/tinybox_green/dev_run.sh delete mode 100755 tinygrad/examples/mlperf/training_submission_v4.1/tinycorp/benchmarks/bert/implementations/tinybox_green/run_and_time.sh delete mode 100644 tinygrad/examples/mlperf/training_submission_v4.1/tinycorp/benchmarks/bert/implementations/tinybox_red/README.md delete mode 100755 tinygrad/examples/mlperf/training_submission_v4.1/tinycorp/benchmarks/bert/implementations/tinybox_red/dev_beam.sh delete mode 100755 tinygrad/examples/mlperf/training_submission_v4.1/tinycorp/benchmarks/bert/implementations/tinybox_red/dev_run.sh delete mode 100755 tinygrad/examples/mlperf/training_submission_v4.1/tinycorp/benchmarks/bert/implementations/tinybox_red/run_and_time.sh delete mode 100755 tinygrad/examples/mlperf/training_submission_v4.1/tinycorp/benchmarks/bert/implementations/tinybox_red/setup.sh delete mode 100644 tinygrad/examples/mlperf/training_submission_v4.1/tinycorp/benchmarks/resnet/implementations/tinybox_green/README.md delete mode 100755 tinygrad/examples/mlperf/training_submission_v4.1/tinycorp/benchmarks/resnet/implementations/tinybox_green/dev_beam.sh delete mode 100755 tinygrad/examples/mlperf/training_submission_v4.1/tinycorp/benchmarks/resnet/implementations/tinybox_green/dev_run.sh delete mode 100755 tinygrad/examples/mlperf/training_submission_v4.1/tinycorp/benchmarks/resnet/implementations/tinybox_green/run_and_time.sh delete mode 100644 tinygrad/examples/mlperf/training_submission_v4.1/tinycorp/benchmarks/resnet/implementations/tinybox_red/README.md delete mode 100755 tinygrad/examples/mlperf/training_submission_v4.1/tinycorp/benchmarks/resnet/implementations/tinybox_red/dev_beam.sh delete mode 100755 tinygrad/examples/mlperf/training_submission_v4.1/tinycorp/benchmarks/resnet/implementations/tinybox_red/dev_run.sh delete mode 100755 tinygrad/examples/mlperf/training_submission_v4.1/tinycorp/benchmarks/resnet/implementations/tinybox_red/run_and_time.sh delete mode 100755 tinygrad/examples/mlperf/training_submission_v4.1/tinycorp/benchmarks/resnet/implementations/tinybox_red/setup.sh delete mode 100644 tinygrad/examples/mlperf/training_submission_v4.1/tinycorp/systems/tinybox_green.json delete mode 100644 tinygrad/examples/mlperf/training_submission_v4.1/tinycorp/systems/tinybox_red.json delete mode 100755 tinygrad/examples/mlperf/training_submission_v5.0/tinycorp/benchmarks/bert/implementations/tinybox_1xMI300X/dev_beam.sh delete mode 100644 tinygrad/examples/mlperf/training_submission_v5.0/tinycorp/benchmarks/bert/implementations/tinybox_8xMI300X/README.md delete mode 100755 tinygrad/examples/mlperf/training_submission_v5.0/tinycorp/benchmarks/bert/implementations/tinybox_8xMI300X/dev_beam.sh delete mode 100755 tinygrad/examples/mlperf/training_submission_v5.0/tinycorp/benchmarks/bert/implementations/tinybox_8xMI300X/dev_run.sh delete mode 100755 tinygrad/examples/mlperf/training_submission_v5.0/tinycorp/benchmarks/bert/implementations/tinybox_8xMI300X/run_and_time.sh delete mode 100644 tinygrad/examples/mlperf/training_submission_v5.0/tinycorp/benchmarks/bert/implementations/tinybox_green/README.md delete mode 100755 tinygrad/examples/mlperf/training_submission_v5.0/tinycorp/benchmarks/bert/implementations/tinybox_green/dev_beam.sh delete mode 100755 tinygrad/examples/mlperf/training_submission_v5.0/tinycorp/benchmarks/bert/implementations/tinybox_green/dev_run.sh delete mode 100755 tinygrad/examples/mlperf/training_submission_v5.0/tinycorp/benchmarks/bert/implementations/tinybox_green/run_and_time.sh delete mode 100644 tinygrad/examples/mlperf/training_submission_v5.0/tinycorp/benchmarks/bert/implementations/tinybox_red/README.md delete mode 100755 tinygrad/examples/mlperf/training_submission_v5.0/tinycorp/benchmarks/bert/implementations/tinybox_red/dev_beam.sh delete mode 100755 tinygrad/examples/mlperf/training_submission_v5.0/tinycorp/benchmarks/bert/implementations/tinybox_red/dev_run.sh delete mode 100755 tinygrad/examples/mlperf/training_submission_v5.0/tinycorp/benchmarks/bert/implementations/tinybox_red/run_and_time.sh delete mode 100644 tinygrad/examples/mlperf/training_submission_v5.0/tinycorp/benchmarks/resnet/implementations/tinybox_green/README.md delete mode 100755 tinygrad/examples/mlperf/training_submission_v5.0/tinycorp/benchmarks/resnet/implementations/tinybox_green/dev_beam.sh delete mode 100755 tinygrad/examples/mlperf/training_submission_v5.0/tinycorp/benchmarks/resnet/implementations/tinybox_green/dev_run.sh delete mode 100755 tinygrad/examples/mlperf/training_submission_v5.0/tinycorp/benchmarks/resnet/implementations/tinybox_green/run_and_time.sh delete mode 100644 tinygrad/examples/mlperf/training_submission_v5.0/tinycorp/benchmarks/resnet/implementations/tinybox_red/README.md delete mode 100755 tinygrad/examples/mlperf/training_submission_v5.0/tinycorp/benchmarks/resnet/implementations/tinybox_red/dev_beam.sh delete mode 100755 tinygrad/examples/mlperf/training_submission_v5.0/tinycorp/benchmarks/resnet/implementations/tinybox_red/dev_run.sh delete mode 100755 tinygrad/examples/mlperf/training_submission_v5.0/tinycorp/benchmarks/resnet/implementations/tinybox_red/run_and_time.sh delete mode 100755 tinygrad/examples/mlperf/training_submission_v5.0/tinycorp/benchmarks/resnet/implementations/tinybox_red/setup.sh delete mode 100644 tinygrad/examples/mlperf/training_submission_v5.0/tinycorp/benchmarks/retinanet/implementations/tinybox_green/README.md delete mode 100755 tinygrad/examples/mlperf/training_submission_v5.0/tinycorp/benchmarks/retinanet/implementations/tinybox_green/dev_beam.sh delete mode 100755 tinygrad/examples/mlperf/training_submission_v5.0/tinycorp/benchmarks/retinanet/implementations/tinybox_green/dev_run.sh delete mode 100755 tinygrad/examples/mlperf/training_submission_v5.0/tinycorp/benchmarks/retinanet/implementations/tinybox_green/run_and_time.sh delete mode 100755 tinygrad/examples/mlperf/training_submission_v5.0/tinycorp/benchmarks/retinanet/implementations/tinybox_red/dev_beam.sh delete mode 100755 tinygrad/examples/mlperf/training_submission_v5.0/tinycorp/benchmarks/retinanet/implementations/tinybox_red/dev_run.sh delete mode 100644 tinygrad/examples/mlperf/training_submission_v5.0/tinycorp/systems/tinybox_8xMI300X.json delete mode 100644 tinygrad/examples/mlperf/training_submission_v5.0/tinycorp/systems/tinybox_green.json delete mode 100644 tinygrad/examples/mlperf/training_submission_v5.0/tinycorp/systems/tinybox_red.json delete mode 100755 tinygrad/examples/mlperf/training_submission_v5.1/tinycorp/benchmarks/bert/implementations/tinybox_1xMI300X/dev_beam.sh delete mode 100644 tinygrad/examples/mlperf/training_submission_v5.1/tinycorp/benchmarks/bert/implementations/tinybox_8xMI300X/README.md delete mode 100755 tinygrad/examples/mlperf/training_submission_v5.1/tinycorp/benchmarks/bert/implementations/tinybox_8xMI300X/dev_beam.sh delete mode 100755 tinygrad/examples/mlperf/training_submission_v5.1/tinycorp/benchmarks/bert/implementations/tinybox_8xMI300X/dev_run.sh delete mode 100755 tinygrad/examples/mlperf/training_submission_v5.1/tinycorp/benchmarks/bert/implementations/tinybox_8xMI300X/run_and_time.sh delete mode 100644 tinygrad/examples/mlperf/training_submission_v5.1/tinycorp/benchmarks/bert/implementations/tinybox_green/README.md delete mode 100755 tinygrad/examples/mlperf/training_submission_v5.1/tinycorp/benchmarks/bert/implementations/tinybox_green/dev_beam.sh delete mode 100755 tinygrad/examples/mlperf/training_submission_v5.1/tinycorp/benchmarks/bert/implementations/tinybox_green/dev_run.sh delete mode 100755 tinygrad/examples/mlperf/training_submission_v5.1/tinycorp/benchmarks/bert/implementations/tinybox_green/run_and_time.sh delete mode 100644 tinygrad/examples/mlperf/training_submission_v5.1/tinycorp/benchmarks/bert/implementations/tinybox_red/README.md delete mode 100755 tinygrad/examples/mlperf/training_submission_v5.1/tinycorp/benchmarks/bert/implementations/tinybox_red/dev_beam.sh delete mode 100755 tinygrad/examples/mlperf/training_submission_v5.1/tinycorp/benchmarks/bert/implementations/tinybox_red/dev_run.sh delete mode 100755 tinygrad/examples/mlperf/training_submission_v5.1/tinycorp/benchmarks/bert/implementations/tinybox_red/run_and_time.sh delete mode 100644 tinygrad/examples/mlperf/training_submission_v5.1/tinycorp/benchmarks/resnet/implementations/tinybox_green/README.md delete mode 100755 tinygrad/examples/mlperf/training_submission_v5.1/tinycorp/benchmarks/resnet/implementations/tinybox_green/dev_beam.sh delete mode 100755 tinygrad/examples/mlperf/training_submission_v5.1/tinycorp/benchmarks/resnet/implementations/tinybox_green/dev_run.sh delete mode 100755 tinygrad/examples/mlperf/training_submission_v5.1/tinycorp/benchmarks/resnet/implementations/tinybox_green/run_and_time.sh delete mode 100644 tinygrad/examples/mlperf/training_submission_v5.1/tinycorp/benchmarks/resnet/implementations/tinybox_red/README.md delete mode 100755 tinygrad/examples/mlperf/training_submission_v5.1/tinycorp/benchmarks/resnet/implementations/tinybox_red/dev_beam.sh delete mode 100755 tinygrad/examples/mlperf/training_submission_v5.1/tinycorp/benchmarks/resnet/implementations/tinybox_red/dev_run.sh delete mode 100755 tinygrad/examples/mlperf/training_submission_v5.1/tinycorp/benchmarks/resnet/implementations/tinybox_red/run_and_time.sh delete mode 100755 tinygrad/examples/mlperf/training_submission_v5.1/tinycorp/benchmarks/resnet/implementations/tinybox_red/setup.sh delete mode 100644 tinygrad/examples/mlperf/training_submission_v5.1/tinycorp/benchmarks/retinanet/implementations/tinybox_green/README.md delete mode 100755 tinygrad/examples/mlperf/training_submission_v5.1/tinycorp/benchmarks/retinanet/implementations/tinybox_green/dev_beam.sh delete mode 100755 tinygrad/examples/mlperf/training_submission_v5.1/tinycorp/benchmarks/retinanet/implementations/tinybox_green/dev_run.sh delete mode 100755 tinygrad/examples/mlperf/training_submission_v5.1/tinycorp/benchmarks/retinanet/implementations/tinybox_green/run_and_time.sh delete mode 100755 tinygrad/examples/mlperf/training_submission_v5.1/tinycorp/benchmarks/retinanet/implementations/tinybox_red/dev_beam.sh delete mode 100755 tinygrad/examples/mlperf/training_submission_v5.1/tinycorp/benchmarks/retinanet/implementations/tinybox_red/dev_run.sh delete mode 100644 tinygrad/examples/mlperf/training_submission_v5.1/tinycorp/systems/tinybox_8xMI300X.json delete mode 100644 tinygrad/examples/mlperf/training_submission_v5.1/tinycorp/systems/tinybox_green.json delete mode 100644 tinygrad/examples/mlperf/training_submission_v5.1/tinycorp/systems/tinybox_red.json delete mode 100644 tinygrad/examples/mnist_gan.py delete mode 100644 tinygrad/examples/olmoe.py delete mode 100644 tinygrad/examples/openelm.py delete mode 100644 tinygrad/examples/openpilot/compile3.py delete mode 100644 tinygrad/examples/openpilot/compile4.py delete mode 100644 tinygrad/examples/other_mnist/beautiful_mnist_mlx.py delete mode 100644 tinygrad/examples/other_mnist/beautiful_mnist_torch.py delete mode 100644 tinygrad/examples/qwq.py delete mode 100644 tinygrad/examples/rl/lightupbutton.py delete mode 100644 tinygrad/examples/sdv2.py delete mode 100644 tinygrad/examples/sdxl.py delete mode 100644 tinygrad/examples/sdxl_seed0.png delete mode 100644 tinygrad/examples/self_tokenize.py delete mode 100644 tinygrad/examples/serious_mnist.py delete mode 100644 tinygrad/examples/simple_conv_bn.py delete mode 100644 tinygrad/examples/so_vits_svc.py delete mode 100644 tinygrad/examples/sovits_helpers/preprocess.py delete mode 100644 tinygrad/examples/stable_diffusion.py delete mode 100644 tinygrad/examples/stable_diffusion_seed0.png delete mode 100644 tinygrad/examples/stunning_mnist.py delete mode 100644 tinygrad/examples/test_onnx_imagenet.py delete mode 100644 tinygrad/examples/test_pkl_imagenet.py delete mode 100644 tinygrad/examples/tinychat/assets/cdn.jsdelivr.net/npm/@alpine-collective/toolkit@1.0.2/dist/cdn.min.js delete mode 100644 tinygrad/examples/tinychat/assets/cdn.jsdelivr.net/npm/@alpinejs/focus@3.x.x/dist/cdn.min.js delete mode 100644 tinygrad/examples/tinychat/assets/cdn.jsdelivr.net/npm/@alpinejs/intersect@3.x.x/dist/cdn.min.js delete mode 100644 tinygrad/examples/tinychat/assets/cdn.jsdelivr.net/npm/purecss@3.0.0/build/base-min.css delete mode 100644 tinygrad/examples/tinychat/assets/cdnjs.cloudflare.com/ajax/libs/font-awesome/6.5.2/css/all.min.css delete mode 100644 tinygrad/examples/tinychat/assets/cdnjs.cloudflare.com/ajax/libs/font-awesome/6.5.2/webfonts/fa-solid-900.ttf delete mode 100644 tinygrad/examples/tinychat/assets/cdnjs.cloudflare.com/ajax/libs/font-awesome/6.5.2/webfonts/fa-solid-900.woff2 delete mode 100644 tinygrad/examples/tinychat/assets/unpkg.com/@highlightjs/cdn-assets@11.9.0/highlight.min.js delete mode 100644 tinygrad/examples/tinychat/assets/unpkg.com/@highlightjs/cdn-assets@11.9.0/styles/vs2015.min.css delete mode 100644 tinygrad/examples/tinychat/assets/unpkg.com/@marcreichel/alpine-autosize@1.3.x/dist/alpine-autosize.min.js delete mode 100644 tinygrad/examples/tinychat/assets/unpkg.com/@marcreichel/alpine-autosize@1.3.x/dist/alpine-autosize.min.js.map delete mode 100644 tinygrad/examples/tinychat/assets/unpkg.com/alpinejs@3.x.x/dist/cdn.min.js delete mode 100644 tinygrad/examples/tinychat/assets/unpkg.com/dompurify@3.1.5/dist/purify.min.js delete mode 100644 tinygrad/examples/tinychat/assets/unpkg.com/dompurify@3.1.5/dist/purify.min.js.map delete mode 100644 tinygrad/examples/tinychat/assets/unpkg.com/marked-highlight@2.1.2/lib/index.umd.js delete mode 100644 tinygrad/examples/tinychat/assets/unpkg.com/marked@13.0.0/marked.min.js delete mode 100644 tinygrad/examples/tinychat/common.css delete mode 100644 tinygrad/examples/tinychat/favicon.svg delete mode 100755 tinygrad/examples/tinychat/fetch_assets.sh delete mode 100644 tinygrad/examples/tinychat/index.css delete mode 100644 tinygrad/examples/tinychat/index.html delete mode 100644 tinygrad/examples/tinychat/index.js delete mode 100644 tinygrad/examples/tinychat/tinychat-browser/.gitignore delete mode 100644 tinygrad/examples/tinychat/tinychat-browser/README.md delete mode 100644 tinygrad/examples/tinychat/tinychat-browser/compile.py delete mode 100755 tinygrad/examples/tinychat/tinychat-browser/compile_wasm.sh delete mode 100644 tinygrad/examples/tinychat/tinychat-browser/index.css delete mode 100644 tinygrad/examples/tinychat/tinychat-browser/index.html delete mode 100644 tinygrad/examples/tinychat/tinychat-browser/index.js delete mode 100755 tinygrad/examples/tinychat/tinychat-browser/make_tiktoken_js.sh delete mode 100644 tinygrad/examples/tinychat/tinychat-browser/tiktoken-export.js delete mode 100644 tinygrad/examples/tinychat/tinychat-browser/webpack.config.js delete mode 100644 tinygrad/examples/tinychat/tinychat-browser/worker.js delete mode 100644 tinygrad/examples/torch_cuda_kernel.py delete mode 100644 tinygrad/examples/train_efficientnet.py delete mode 100755 tinygrad/examples/train_resnet.py delete mode 100755 tinygrad/examples/transformer.py delete mode 100644 tinygrad/examples/vgg7.py delete mode 100644 tinygrad/examples/vgg7_helpers/waifu2x.py delete mode 100644 tinygrad/examples/vit.py delete mode 100644 tinygrad/examples/vits.py delete mode 100644 tinygrad/examples/webgpu/efficientnet/index.html delete mode 100644 tinygrad/examples/webgpu/stable_diffusion/compile.py delete mode 100644 tinygrad/examples/webgpu/stable_diffusion/index.html delete mode 100644 tinygrad/examples/webgpu/yolov8/compile.py delete mode 100644 tinygrad/examples/webgpu/yolov8/index.html delete mode 100644 tinygrad/examples/whisper.py delete mode 100755 tinygrad/examples/yolov3.py delete mode 100644 tinygrad/examples/yolov8-onnx.py delete mode 100644 tinygrad/examples/yolov8.py delete mode 100755 tinygrad/extra/amdpci/am_smi.py delete mode 100644 tinygrad/extra/amdpci/headers/amdgpu_doorbell.h delete mode 100644 tinygrad/extra/amdpci/headers/amdgpu_irq.h delete mode 100644 tinygrad/extra/amdpci/headers/amdgpu_psp.h delete mode 100644 tinygrad/extra/amdpci/headers/amdgpu_smu.h delete mode 100644 tinygrad/extra/amdpci/headers/amdgpu_ucode.h delete mode 100644 tinygrad/extra/amdpci/headers/amdgpu_vm.h delete mode 100644 tinygrad/extra/amdpci/headers/discovery.h delete mode 100644 tinygrad/extra/amdpci/headers/psp_gfx_if.h delete mode 100644 tinygrad/extra/amdpci/headers/v11_structs.h delete mode 100644 tinygrad/extra/amdpci/headers/v12_structs.h delete mode 100644 tinygrad/extra/amdpci/overlay/gc_9_4_3.h delete mode 100644 tinygrad/extra/amdpci/proclogs.py delete mode 100755 tinygrad/extra/amdpci/setup_python_cap.sh delete mode 100755 tinygrad/extra/amdpci/setup_vfio.sh delete mode 100644 tinygrad/extra/archprobe.py delete mode 100644 tinygrad/extra/assembly/assembly.py delete mode 100644 tinygrad/extra/assembly/assembly_arm64.py delete mode 100644 tinygrad/extra/assembly/assembly_ptx.py delete mode 100644 tinygrad/extra/assembly/assembly_rdna.py delete mode 100644 tinygrad/extra/assembly/ptx/test.py delete mode 100644 tinygrad/extra/assembly/rocm/.gitignore delete mode 100644 tinygrad/extra/assembly/rocm/NOTES delete mode 100644 tinygrad/extra/assembly/rocm/kernel_crashes/dump delete mode 100644 tinygrad/extra/assembly/rocm/kernel_crashes/dump2 delete mode 100644 tinygrad/extra/assembly/rocm/kernel_crashes/dump3 delete mode 100644 tinygrad/extra/assembly/rocm/kernel_crashes/dump4 delete mode 100644 tinygrad/extra/assembly/rocm/rdna3/asm.py delete mode 100644 tinygrad/extra/assembly/rocm/rdna3/prog.s delete mode 100755 tinygrad/extra/assembly/rocm/rocm_clone.sh delete mode 100755 tinygrad/extra/assembly/rocm/rocm_from_scratch.sh delete mode 100755 tinygrad/extra/assembly/rocm/rocm_setup.sh delete mode 100755 tinygrad/extra/assembly/rocm/sniffer/build.sh delete mode 100644 tinygrad/extra/assembly/rocm/sniffer/sniff.cc delete mode 100644 tinygrad/extra/augment.py delete mode 100644 tinygrad/extra/backends/clang_graph.py delete mode 100644 tinygrad/extra/backends/graph_hip.py delete mode 100644 tinygrad/extra/backends/hsa_driver.py delete mode 100644 tinygrad/extra/backends/hsa_graph.py delete mode 100644 tinygrad/extra/backends/ops_hsa.py delete mode 100644 tinygrad/extra/backends/rdna.py delete mode 100644 tinygrad/extra/backends/triton.py delete mode 100644 tinygrad/extra/bench_log.py delete mode 100644 tinygrad/extra/datasets/.gitignore delete mode 100644 tinygrad/extra/datasets/__init__.py delete mode 100644 tinygrad/extra/datasets/coco.py delete mode 100755 tinygrad/extra/datasets/fake_imagenet_from_mnist.py delete mode 100644 tinygrad/extra/datasets/imagenet.py delete mode 100644 tinygrad/extra/datasets/imagenet_download.py delete mode 100644 tinygrad/extra/datasets/kits19.py delete mode 100644 tinygrad/extra/datasets/librispeech.py delete mode 100644 tinygrad/extra/datasets/openimages.py delete mode 100644 tinygrad/extra/datasets/preprocess_imagenet.py delete mode 100644 tinygrad/extra/datasets/sops.gz delete mode 100644 tinygrad/extra/datasets/squad.py delete mode 100644 tinygrad/extra/datasets/wikipedia.py delete mode 100644 tinygrad/extra/datasets/wikipedia_download.py delete mode 100644 tinygrad/extra/disassemblers/adreno/.gitignore delete mode 100644 tinygrad/extra/disassemblers/adreno/README delete mode 100644 tinygrad/extra/disassemblers/adreno/__init__.py delete mode 100644 tinygrad/extra/disassemblers/adreno/disasm-a3xx.c delete mode 100644 tinygrad/extra/disassemblers/adreno/instr-a3xx.h delete mode 100644 tinygrad/extra/disassemblers/adreno/ir3.h delete mode 100644 tinygrad/extra/disassemblers/adreno/shader_enums.h delete mode 100644 tinygrad/extra/disassemblers/adreno/util/bitscan.h delete mode 100644 tinygrad/extra/disassemblers/adreno/util/bitset.h delete mode 100644 tinygrad/extra/disassemblers/adreno/util/list.h delete mode 100644 tinygrad/extra/disassemblers/adreno/util/macros.h delete mode 100644 tinygrad/extra/disk_read_speed.py delete mode 100644 tinygrad/extra/dsp/Dockerfile delete mode 100755 tinygrad/extra/dsp/compile.py delete mode 100755 tinygrad/extra/dsp/gen.sh delete mode 100644 tinygrad/extra/dsp/hook.py delete mode 100644 tinygrad/extra/dsp/include/AEEStdDef.h delete mode 100755 tinygrad/extra/dsp/include/AEEStdErr.h delete mode 100755 tinygrad/extra/dsp/include/HAP_power.h delete mode 100644 tinygrad/extra/dsp/include/adsprpc_shared.h delete mode 100644 tinygrad/extra/dsp/include/apps_std.h delete mode 100644 tinygrad/extra/dsp/include/ion.h delete mode 100644 tinygrad/extra/dsp/include/msm_ion.h delete mode 100644 tinygrad/extra/dsp/include/remote_default.h delete mode 100644 tinygrad/extra/dsp/invoke_bug.py delete mode 100644 tinygrad/extra/dsp/invoke_bug_2.py delete mode 100644 tinygrad/extra/dsp/opt.py delete mode 100644 tinygrad/extra/dsp/preload.c delete mode 100755 tinygrad/extra/dsp/run.py delete mode 100755 tinygrad/extra/dsp/run_3.py delete mode 100755 tinygrad/extra/dsp/snpe.sh delete mode 100644 tinygrad/extra/dsp/snpe_logs/dlc_info_2 delete mode 100644 tinygrad/extra/dsp/snpe_logs/high_perf_2 delete mode 100644 tinygrad/extra/dsp/snpe_logs/parse.py delete mode 100644 tinygrad/extra/dump_cache.py delete mode 100644 tinygrad/extra/export_model.py delete mode 100644 tinygrad/extra/f16_decompress.py delete mode 100644 tinygrad/extra/gemm/.gitignore delete mode 100644 tinygrad/extra/gemm/amd_matmul.py delete mode 100755 tinygrad/extra/gemm/amx.py delete mode 100644 tinygrad/extra/gemm/cuda_matmul.py delete mode 100644 tinygrad/extra/gemm/fuzz_matmul.py delete mode 100644 tinygrad/extra/gemm/gemm.c delete mode 100755 tinygrad/extra/gemm/gemm.py delete mode 100644 tinygrad/extra/gemm/hip_matmul.py delete mode 100644 tinygrad/extra/gemm/intel_xmx.py delete mode 100755 tinygrad/extra/gemm/jax_pmatmul.py delete mode 100644 tinygrad/extra/gemm/kernel8_batched_gmem.s delete mode 100644 tinygrad/extra/gemm/max_kernels/nv.fp16_fp16_fp16.2_stage.cu delete mode 100644 tinygrad/extra/gemm/max_kernels/nv.fp16_fp16_fp16.3_stage.cu delete mode 100644 tinygrad/extra/gemm/max_kernels/nv.fp16_fp16_fp16.3_stage_swizzled.cu delete mode 100644 tinygrad/extra/gemm/max_kernels/nv.fp16_fp16_fp16.max.cu delete mode 100644 tinygrad/extra/gemm/max_kernels/nv.fp16_fp16_fp16.no_xor.cu delete mode 100644 tinygrad/extra/gemm/max_kernels/nv.fp16_fp32_fp16.hcopt.cu delete mode 100644 tinygrad/extra/gemm/max_kernels/nv.fp16_fp32_fp32.2_stage_swizzled_smem_input.cu delete mode 100644 tinygrad/extra/gemm/max_kernels/nv.fp16_fp32_fp32.flat_smem_input.cu delete mode 100644 tinygrad/extra/gemm/max_kernels/nv.fp16_fp32_fp32.max.cu delete mode 100644 tinygrad/extra/gemm/max_kernels/nv.fp16_fp32_fp32.swizzled_smem_input.cu delete mode 100644 tinygrad/extra/gemm/max_matmul.py delete mode 100644 tinygrad/extra/gemm/metal_conv.py delete mode 100644 tinygrad/extra/gemm/metal_matmul.py delete mode 100644 tinygrad/extra/gemm/metal_matvec.py delete mode 100644 tinygrad/extra/gemm/mlx_matmul.py delete mode 100644 tinygrad/extra/gemm/real_pmatmul.py delete mode 100644 tinygrad/extra/gemm/simple_conv.py delete mode 100644 tinygrad/extra/gemm/simple_matmul.py delete mode 100644 tinygrad/extra/gemm/simple_matvec.py delete mode 100644 tinygrad/extra/gemm/tf_gemm.py delete mode 100644 tinygrad/extra/gemm/tinygrad_nv_matmul.py delete mode 100644 tinygrad/extra/gemm/torch_gemm.py delete mode 100644 tinygrad/extra/gemm/triton_nv_matmul.py delete mode 100644 tinygrad/extra/gemm/tvm_gemm.py delete mode 100644 tinygrad/extra/gradcheck.py delete mode 100644 tinygrad/extra/hcqfuzz/.gitignore delete mode 100644 tinygrad/extra/hcqfuzz/fuzzer.py delete mode 100644 tinygrad/extra/hcqfuzz/readme delete mode 100644 tinygrad/extra/hcqfuzz/spec.py delete mode 100644 tinygrad/extra/hcqfuzz/tests/allocator.py delete mode 100644 tinygrad/extra/hcqfuzz/tests/allreduce.py delete mode 100644 tinygrad/extra/hcqfuzz/tests/bert.py delete mode 100644 tinygrad/extra/hcqfuzz/tests/hcq.py delete mode 100644 tinygrad/extra/hcqfuzz/tests/resnet.py delete mode 100644 tinygrad/extra/hcqfuzz/tools.py delete mode 100644 tinygrad/extra/hip_events.py delete mode 100644 tinygrad/extra/hip_gpu_driver/gc_10_3_0_offset.h delete mode 100644 tinygrad/extra/hip_gpu_driver/gc_11_0_0_offset.h delete mode 100644 tinygrad/extra/hip_gpu_driver/hip_ioctl.py delete mode 100644 tinygrad/extra/hip_gpu_driver/kfd_ioctl.h delete mode 100644 tinygrad/extra/hip_gpu_driver/kfd_pm4_headers_ai.h delete mode 100644 tinygrad/extra/hip_gpu_driver/navi10_sdma_pkt_open.h delete mode 100644 tinygrad/extra/hip_gpu_driver/nvd.h delete mode 100644 tinygrad/extra/hip_gpu_driver/sdma_registers.h delete mode 100644 tinygrad/extra/hip_gpu_driver/sdma_v6_0_0_pkt_open.h delete mode 100644 tinygrad/extra/hip_gpu_driver/sienna_cichlid_ip_offset.h delete mode 100644 tinygrad/extra/hip_gpu_driver/soc15d.h delete mode 100644 tinygrad/extra/hip_gpu_driver/soc21_enum.h delete mode 100644 tinygrad/extra/hip_gpu_driver/test_kfd_2.py delete mode 100644 tinygrad/extra/hip_gpu_driver/test_pm4.py delete mode 100644 tinygrad/extra/hip_gpu_driver/test_sdma_fun.py delete mode 100644 tinygrad/extra/hip_gpu_driver/vega10_sdma_pkt_open.h delete mode 100644 tinygrad/extra/hip_large_kernel.py delete mode 100644 tinygrad/extra/hiprtc/hiprtc_runtime.h delete mode 100644 tinygrad/extra/hook_cuda.py delete mode 100644 tinygrad/extra/huggingface_onnx/collect_metadata.py delete mode 100644 tinygrad/extra/huggingface_onnx/download_models.py delete mode 100644 tinygrad/extra/huggingface_onnx/run_models.py delete mode 100644 tinygrad/extra/introspection.py delete mode 100644 tinygrad/extra/junk/sentencepiece_model_pb2.py delete mode 100644 tinygrad/extra/lr_scheduler.py delete mode 100644 tinygrad/extra/mcts_search.py delete mode 100644 tinygrad/extra/mmapeak/mmapeak.py delete mode 100644 tinygrad/extra/mmapeak/template.s delete mode 100644 tinygrad/extra/models/bert.py delete mode 100644 tinygrad/extra/models/clip.py delete mode 100644 tinygrad/extra/models/convnext.py delete mode 100644 tinygrad/extra/models/efficientnet.py delete mode 100644 tinygrad/extra/models/inception.py delete mode 100644 tinygrad/extra/models/llama.py delete mode 100644 tinygrad/extra/models/mask_rcnn.py delete mode 100644 tinygrad/extra/models/resnet.py delete mode 100644 tinygrad/extra/models/retinanet.py delete mode 100644 tinygrad/extra/models/rnnt.py delete mode 100644 tinygrad/extra/models/t5.py delete mode 100644 tinygrad/extra/models/transformer.py delete mode 100644 tinygrad/extra/models/unet.py delete mode 100644 tinygrad/extra/models/unet3d.py delete mode 100644 tinygrad/extra/models/vit.py delete mode 100644 tinygrad/extra/multitensor.py delete mode 100644 tinygrad/extra/nv_gpu_driver/clc6c0qmd.h delete mode 100644 tinygrad/extra/nv_gpu_driver/clcec0qmd.h delete mode 100644 tinygrad/extra/nv_gpu_driver/nv_ioctl.py delete mode 100644 tinygrad/extra/onnx.py delete mode 100644 tinygrad/extra/onnx_helpers.py delete mode 100644 tinygrad/extra/onnx_parser.py delete mode 100755 tinygrad/extra/optimization/extract_dataset.py delete mode 100644 tinygrad/extra/optimization/extract_policynet.py delete mode 100644 tinygrad/extra/optimization/extract_sa_pairs.py delete mode 100755 tinygrad/extra/optimization/generate_dataset.sh delete mode 100644 tinygrad/extra/optimization/get_action_space.py delete mode 100644 tinygrad/extra/optimization/helpers.py delete mode 100644 tinygrad/extra/optimization/pretrain_valuenet.py delete mode 100644 tinygrad/extra/optimization/rl.py delete mode 100644 tinygrad/extra/optimization/run_qnet.py delete mode 100644 tinygrad/extra/optimization/search.py delete mode 100644 tinygrad/extra/optimization/test_beam_search.py delete mode 100644 tinygrad/extra/optimization/test_helpers.py delete mode 100644 tinygrad/extra/optimization/test_net.py delete mode 100644 tinygrad/extra/optimization/test_time_linearizer.py delete mode 100644 tinygrad/extra/profiler/index.html delete mode 100644 tinygrad/extra/qcom_gpu_driver/a6xx.xml.h delete mode 100644 tinygrad/extra/qcom_gpu_driver/adreno_pm4.xml delete mode 100755 tinygrad/extra/qcom_gpu_driver/gen.sh delete mode 100644 tinygrad/extra/qcom_gpu_driver/msm_kgsl.h delete mode 100644 tinygrad/extra/qcom_gpu_driver/msm_kgsl.py delete mode 100644 tinygrad/extra/qcom_gpu_driver/opencl_ioctl.py delete mode 100644 tinygrad/extra/qcom_gpu_driver/qcom_opencl_interop.py delete mode 100644 tinygrad/extra/reduce_speed.py delete mode 100644 tinygrad/extra/remu/Cargo.lock delete mode 100644 tinygrad/extra/remu/Cargo.toml delete mode 100644 tinygrad/extra/remu/README.md delete mode 100644 tinygrad/extra/remu/rustfmt.toml delete mode 100644 tinygrad/extra/remu/src/helpers.rs delete mode 100644 tinygrad/extra/remu/src/lib.rs delete mode 100644 tinygrad/extra/remu/src/rdna3.rs delete mode 100644 tinygrad/extra/remu/src/state.rs delete mode 100644 tinygrad/extra/remu/src/thread.rs delete mode 100644 tinygrad/extra/remu/src/work_group.rs delete mode 100644 tinygrad/extra/remu/test/hwtest.py delete mode 100644 tinygrad/extra/replay_pkl.py delete mode 100644 tinygrad/extra/resnet18/resnet_mlx.py delete mode 100644 tinygrad/extra/resnet18/resnet_tinygrad.py delete mode 100644 tinygrad/extra/ring_copy.py delete mode 100644 tinygrad/extra/sched/fuzz_schedule.py delete mode 100755 tinygrad/extra/setup_mock_amd_osx.sh delete mode 100755 tinygrad/extra/setup_mock_nv_osx.sh delete mode 100644 tinygrad/extra/sqtt/README.md delete mode 100755 tinygrad/extra/sqtt/rgptool.py delete mode 100644 tinygrad/extra/sqtt/sqtt.h delete mode 100644 tinygrad/extra/thneed.py delete mode 100644 tinygrad/extra/threefry.py delete mode 100644 tinygrad/extra/to_movement_ops.py delete mode 100644 tinygrad/extra/torch_backend/.gitignore delete mode 100644 tinygrad/extra/torch_backend/backend.py delete mode 100644 tinygrad/extra/torch_backend/backend2.py delete mode 100644 tinygrad/extra/torch_backend/example.py delete mode 100644 tinygrad/extra/torch_backend/test.py delete mode 100644 tinygrad/extra/torch_backend/test_compile.py delete mode 100644 tinygrad/extra/torch_backend/test_inplace.py delete mode 100644 tinygrad/extra/torch_backend/test_multigpu.py delete mode 100644 tinygrad/extra/torch_backend/torch_tests.py delete mode 100644 tinygrad/extra/torch_backend/wrapped_tensor.cpp delete mode 100644 tinygrad/extra/torch_hook/hook_cuda.py delete mode 100644 tinygrad/extra/torch_hook/hook_torch.py delete mode 100644 tinygrad/extra/training.py delete mode 100644 tinygrad/extra/transfer_speed.py delete mode 100644 tinygrad/extra/usbgpu/.gitignore delete mode 100644 tinygrad/extra/usbgpu/legacy/nvme_speed.py delete mode 100755 tinygrad/extra/usbgpu/legacy/patch_exp.py delete mode 100644 tinygrad/extra/usbgpu/legacy/wr_speed.py delete mode 100755 tinygrad/extra/usbgpu/patch.py delete mode 100644 tinygrad/extra/usbgpu/scan_pci.py delete mode 100644 tinygrad/extra/webgpu/webgpu.h delete mode 100644 tinygrad/mkdocs.yml delete mode 100644 tinygrad/mypy.ini delete mode 100644 tinygrad/ruff.toml delete mode 100755 tinygrad/serve_docs.sh delete mode 100644 tinygrad/setup.py delete mode 100755 tinygrad/sz.py delete mode 100644 tinygrad/test/Dockerfile delete mode 100644 tinygrad/test/__init__.py delete mode 100644 tinygrad/test/external/external_benchmark_am.py delete mode 100644 tinygrad/test/external/external_benchmark_bert_matmuls.py delete mode 100644 tinygrad/test/external/external_benchmark_bert_softmax.py delete mode 100644 tinygrad/test/external/external_benchmark_disk_raw.py delete mode 100644 tinygrad/test/external/external_benchmark_hcopt.py delete mode 100644 tinygrad/test/external/external_benchmark_hip_compile.py delete mode 100644 tinygrad/test/external/external_benchmark_keccak.py delete mode 100644 tinygrad/test/external/external_benchmark_kernel_launch.py delete mode 100644 tinygrad/test/external/external_benchmark_load_stable_diffusion.py delete mode 100644 tinygrad/test/external/external_benchmark_multitensor_allreduce.py delete mode 100644 tinygrad/test/external/external_benchmark_openpilot.py delete mode 100644 tinygrad/test/external/external_benchmark_resnet.py delete mode 100644 tinygrad/test/external/external_benchmark_schedule.py delete mode 100644 tinygrad/test/external/external_benchmark_sdxl_softmax.py delete mode 100644 tinygrad/test/external/external_cl_half_max.py delete mode 100644 tinygrad/test/external/external_debug_metal_sd_conv.py delete mode 100644 tinygrad/test/external/external_fuzz_am_interrupts.py delete mode 100644 tinygrad/test/external/external_fuzz_ampt.py delete mode 100644 tinygrad/test/external/external_fuzz_hcq_signals.py delete mode 100644 tinygrad/test/external/external_fuzz_tlsf.py delete mode 100644 tinygrad/test/external/external_gpu_fail_osx.py delete mode 100644 tinygrad/test/external/external_hip_compiler_bug.py delete mode 100644 tinygrad/test/external/external_jit_failure.py delete mode 100644 tinygrad/test/external/external_llama_eval.py delete mode 100644 tinygrad/test/external/external_metal_compile_fail.py delete mode 100644 tinygrad/test/external/external_model_benchmark.py delete mode 100644 tinygrad/test/external/external_multi_gpu.py delete mode 100644 tinygrad/test/external/external_osx_profiling.py delete mode 100644 tinygrad/test/external/external_test_am.py delete mode 100644 tinygrad/test/external/external_test_amd.py delete mode 100644 tinygrad/test/external/external_test_datasets.py delete mode 100644 tinygrad/test/external/external_test_embedding.py delete mode 100644 tinygrad/test/external/external_test_example.py delete mode 100644 tinygrad/test/external/external_test_hcq.py delete mode 100644 tinygrad/test/external/external_test_hcq_fuzz_failures.py delete mode 100644 tinygrad/test/external/external_test_hip_compile.py delete mode 100644 tinygrad/test/external/external_test_hsa_driver.py delete mode 100644 tinygrad/test/external/external_test_image.py delete mode 100644 tinygrad/test/external/external_test_jit_on_models.py delete mode 100644 tinygrad/test/external/external_test_keccak.py delete mode 100644 tinygrad/test/external/external_test_llama3_ff.py delete mode 100644 tinygrad/test/external/external_test_lm_head.py delete mode 100644 tinygrad/test/external/external_test_losses.py delete mode 100644 tinygrad/test/external/external_test_mamba.py delete mode 100644 tinygrad/test/external/external_test_metrics.py delete mode 100644 tinygrad/test/external/external_test_mnist_data_select.py delete mode 100644 tinygrad/test/external/external_test_nv.py delete mode 100644 tinygrad/test/external/external_test_onnx_backend.py delete mode 100644 tinygrad/test/external/external_test_onnx_ops.py delete mode 100644 tinygrad/test/external/external_test_opt.py delete mode 100644 tinygrad/test/external/external_test_optim.py delete mode 100644 tinygrad/test/external/external_test_speed_llama.py delete mode 100644 tinygrad/test/external/external_test_speed_theoretical.py delete mode 100644 tinygrad/test/external/external_test_tlsf.py delete mode 100644 tinygrad/test/external/external_test_train_gpt2.py delete mode 100644 tinygrad/test/external/external_test_usb_asm24.py delete mode 100644 tinygrad/test/external/external_test_valid_remove.py delete mode 100644 tinygrad/test/external/external_test_whisper_librispeech.py delete mode 100644 tinygrad/test/external/external_test_yolo.py delete mode 100644 tinygrad/test/external/external_test_yolov8.py delete mode 100644 tinygrad/test/external/external_uop_gc.py delete mode 100644 tinygrad/test/external/fuzz_fast_idiv.py delete mode 100644 tinygrad/test/external/fuzz_graph.py delete mode 100644 tinygrad/test/external/fuzz_kfd.py delete mode 100644 tinygrad/test/external/fuzz_linearizer.py delete mode 100644 tinygrad/test/external/fuzz_shape_ops.py delete mode 100644 tinygrad/test/external/fuzz_shapetracker.py delete mode 100644 tinygrad/test/external/fuzz_shapetracker_math.py delete mode 100644 tinygrad/test/external/fuzz_shapetracker_size.py delete mode 100644 tinygrad/test/external/fuzz_symbolic.py delete mode 100644 tinygrad/test/external/graph_batchnorm.py delete mode 100644 tinygrad/test/external/mlperf_bert/external_benchmark_bert.py delete mode 100644 tinygrad/test/external/mlperf_bert/external_test_checkpoint_loading.py delete mode 100644 tinygrad/test/external/mlperf_bert/preprocessing/create_pretraining_data.py delete mode 100644 tinygrad/test/external/mlperf_bert/preprocessing/external_test_preprocessing_part.py delete mode 100644 tinygrad/test/external/mlperf_bert/preprocessing/pick_eval_samples.py delete mode 100644 tinygrad/test/external/mlperf_bert/preprocessing/tokenization.py delete mode 100644 tinygrad/test/external/mlperf_resnet/lars_optimizer.py delete mode 100644 tinygrad/test/external/mlperf_resnet/lars_util.py delete mode 100644 tinygrad/test/external/mlperf_retinanet/coco_utils.py delete mode 100644 tinygrad/test/external/mlperf_retinanet/focal_loss.py delete mode 100644 tinygrad/test/external/mlperf_retinanet/model/boxes.py delete mode 100644 tinygrad/test/external/mlperf_retinanet/model/image_list.py delete mode 100644 tinygrad/test/external/mlperf_retinanet/model/transform.py delete mode 100644 tinygrad/test/external/mlperf_retinanet/model/utils.py delete mode 100644 tinygrad/test/external/mlperf_retinanet/openimages.py delete mode 100644 tinygrad/test/external/mlperf_retinanet/presets.py delete mode 100644 tinygrad/test/external/mlperf_retinanet/transforms.py delete mode 100644 tinygrad/test/external/mlperf_unet3d/dice.py delete mode 100644 tinygrad/test/external/mlperf_unet3d/kits19.py delete mode 100644 tinygrad/test/external/openpilot/b1ab7897cbfa35981e1636fe551e4ce5.npy delete mode 100644 tinygrad/test/external/process_replay/README.md delete mode 100755 tinygrad/test/external/process_replay/local.sh delete mode 100755 tinygrad/test/external/process_replay/process_replay.py delete mode 100755 tinygrad/test/external/process_replay/reset.py delete mode 100644 tinygrad/test/external/speed_beam_v_hcopt.py delete mode 100644 tinygrad/test/external/speed_compare_amd_am.py delete mode 100644 tinygrad/test/external/speed_compare_cuda_nv.py delete mode 100644 tinygrad/test/external/speed_compare_cuda_ptx.py delete mode 100644 tinygrad/test/external/speed_v_theoretical.py delete mode 100644 tinygrad/test/external/verify_kernel.py delete mode 100644 tinygrad/test/helpers.py delete mode 100644 tinygrad/test/mockgpu/amd/amddriver.py delete mode 100644 tinygrad/test/mockgpu/amd/amdgpu.py delete mode 100644 tinygrad/test/mockgpu/cuda/cuda.py delete mode 100644 tinygrad/test/mockgpu/driver.py delete mode 100644 tinygrad/test/mockgpu/gpu.py delete mode 100644 tinygrad/test/mockgpu/mockgpu.py delete mode 100644 tinygrad/test/mockgpu/nv/nvdriver.py delete mode 100644 tinygrad/test/mockgpu/nv/nvgpu.py delete mode 100644 tinygrad/test/mockgpu/usb.py delete mode 100644 tinygrad/test/models/__init__.py delete mode 100644 tinygrad/test/models/efficientnet/Chicken.jpg delete mode 100644 tinygrad/test/models/efficientnet/car.jpg delete mode 100644 tinygrad/test/models/efficientnet/imagenet1000_clsidx_to_labels.txt delete mode 100644 tinygrad/test/models/test_bert.py delete mode 100644 tinygrad/test/models/test_efficientnet.py delete mode 100644 tinygrad/test/models/test_end2end.py delete mode 100644 tinygrad/test/models/test_mnist.py delete mode 100644 tinygrad/test/models/test_onnx.py delete mode 100644 tinygrad/test/models/test_real_world.py delete mode 100644 tinygrad/test/models/test_resnet.py delete mode 100644 tinygrad/test/models/test_rnnt.py delete mode 100644 tinygrad/test/models/test_train.py delete mode 100644 tinygrad/test/models/test_waifu2x.py delete mode 100644 tinygrad/test/models/test_whisper.py delete mode 100644 tinygrad/test/models/waifu2x/input.png delete mode 100644 tinygrad/test/models/waifu2x/output.png delete mode 100644 tinygrad/test/models/whisper/test.wav delete mode 100644 tinygrad/test/models/whisper/test2.wav delete mode 100644 tinygrad/test/test_amd_llvm.py delete mode 100644 tinygrad/test/test_arange.py delete mode 100644 tinygrad/test/test_assign.py delete mode 100644 tinygrad/test/test_compile_failures.py delete mode 100644 tinygrad/test/test_const_folding.py delete mode 100644 tinygrad/test/test_conv_shapetracker.py delete mode 100644 tinygrad/test/test_copy_speed.py delete mode 100644 tinygrad/test/test_device_speed.py delete mode 100644 tinygrad/test/test_dtype.py delete mode 100644 tinygrad/test/test_dtype_alu.py delete mode 100644 tinygrad/test/test_edgecases.py delete mode 100644 tinygrad/test/test_fusion_op.py delete mode 100644 tinygrad/test/test_gc.py delete mode 100644 tinygrad/test/test_graph.py delete mode 100644 tinygrad/test/test_hcq.py delete mode 100644 tinygrad/test/test_hcq_iface.py delete mode 100644 tinygrad/test/test_image_dtype.py delete mode 100644 tinygrad/test/test_interop.py delete mode 100644 tinygrad/test/test_jit.py delete mode 100644 tinygrad/test/test_jit_cases.py delete mode 100644 tinygrad/test/test_kernel_cache.py delete mode 100644 tinygrad/test/test_linearizer.py delete mode 100644 tinygrad/test/test_linearizer_dumb.py delete mode 100644 tinygrad/test/test_linearizer_failures.py delete mode 100644 tinygrad/test/test_linearizer_overflows.py delete mode 100644 tinygrad/test/test_memory_planner.py delete mode 100644 tinygrad/test/test_metal.py delete mode 100644 tinygrad/test/test_method_cache.py delete mode 100644 tinygrad/test/test_multitensor.py delete mode 100644 tinygrad/test/test_net_speed.py delete mode 100755 tinygrad/test/test_nn.py delete mode 100644 tinygrad/test/test_ocl.py delete mode 100644 tinygrad/test/test_ops.py delete mode 100644 tinygrad/test/test_opt_gemm.py delete mode 100644 tinygrad/test/test_optim.py delete mode 100644 tinygrad/test/test_pickle.py delete mode 100644 tinygrad/test/test_profiler.py delete mode 100644 tinygrad/test/test_quantize_onnx.py delete mode 100644 tinygrad/test/test_randomness.py delete mode 100644 tinygrad/test/test_renderer_failures.py delete mode 100644 tinygrad/test/test_sample.py delete mode 100644 tinygrad/test/test_schedule.py delete mode 100644 tinygrad/test/test_search.py delete mode 100644 tinygrad/test/test_setitem.py delete mode 100644 tinygrad/test/test_softmax_fusion.py delete mode 100644 tinygrad/test/test_specific_conv.py delete mode 100644 tinygrad/test/test_speed_v_torch.py delete mode 100644 tinygrad/test/test_stunning.py delete mode 100644 tinygrad/test/test_subbuffer.py delete mode 100644 tinygrad/test/test_symbolic_jit.py delete mode 100644 tinygrad/test/test_symbolic_ops.py delete mode 100644 tinygrad/test/test_tensor.py delete mode 100644 tinygrad/test/test_tensor_data.py delete mode 100644 tinygrad/test/test_tensor_uop.py delete mode 100644 tinygrad/test/test_tensor_variable.py delete mode 100644 tinygrad/test/test_tiny.py delete mode 100644 tinygrad/test/test_to_numpy.py delete mode 100644 tinygrad/test/test_transcendental.py delete mode 100644 tinygrad/test/test_uop_graph.py delete mode 100644 tinygrad/test/test_uops.py delete mode 100644 tinygrad/test/test_uops_stats.py delete mode 100644 tinygrad/test/test_winograd.py delete mode 100644 tinygrad/test/test_zero_copy.py delete mode 100644 tinygrad/test/testextra/__init__.py delete mode 100644 tinygrad/test/testextra/test_bench_log.py delete mode 100644 tinygrad/test/testextra/test_export_model.py delete mode 100644 tinygrad/test/testextra/test_f16_decompress.py delete mode 100644 tinygrad/test/testextra/test_lr_scheduler.py delete mode 100644 tinygrad/test/testextra/test_mockgpu.py delete mode 100644 tinygrad/test/unit/__init__.py delete mode 100644 tinygrad/test/unit/test_allreduce.py delete mode 100644 tinygrad/test/unit/test_attention.py delete mode 100644 tinygrad/test/unit/test_block_reorder.py delete mode 100644 tinygrad/test/unit/test_conv.py delete mode 100644 tinygrad/test/unit/test_device.py delete mode 100644 tinygrad/test/unit/test_disk_cache.py delete mode 100644 tinygrad/test/unit/test_disk_tensor.py delete mode 100644 tinygrad/test/unit/test_elf.py delete mode 100644 tinygrad/test/unit/test_gguf.py delete mode 100644 tinygrad/test/unit/test_gradient.py delete mode 100644 tinygrad/test/unit/test_graph_rewrite.py delete mode 100644 tinygrad/test/unit/test_helpers.py delete mode 100644 tinygrad/test/unit/test_indexing.py delete mode 100644 tinygrad/test/unit/test_keccak.py delete mode 100644 tinygrad/test/unit/test_kernelize.py delete mode 100644 tinygrad/test/unit/test_linearizer_rewrite.py delete mode 100644 tinygrad/test/unit/test_masked_st.py delete mode 100644 tinygrad/test/unit/test_microbenchmarks.py delete mode 100644 tinygrad/test/unit/test_mnist_dataset.py delete mode 100644 tinygrad/test/unit/test_pattern_matcher.py delete mode 100644 tinygrad/test/unit/test_qcom.py delete mode 100644 tinygrad/test/unit/test_rearrange_einops.py delete mode 100644 tinygrad/test/unit/test_rewrite_map.py delete mode 100644 tinygrad/test/unit/test_rewrite_tracked_childen.py delete mode 100644 tinygrad/test/unit/test_search.py delete mode 100644 tinygrad/test/unit/test_shapetracker.py delete mode 100644 tinygrad/test/unit/test_shapetracker_math.py delete mode 100644 tinygrad/test/unit/test_shm_tensor.py delete mode 100644 tinygrad/test/unit/test_simplify_valid_idx.py delete mode 100644 tinygrad/test/unit/test_symbolic_failures.py delete mode 100644 tinygrad/test/unit/test_symbolic_shapetracker.py delete mode 100644 tinygrad/test/unit/test_tar.py delete mode 100644 tinygrad/test/unit/test_tensor_io.py delete mode 100644 tinygrad/test/unit/test_tensor_uop_representation.py delete mode 100644 tinygrad/test/unit/test_tqdm.py delete mode 100644 tinygrad/test/unit/test_transcendental_helpers.py delete mode 100644 tinygrad/test/unit/test_uop_resolve.py delete mode 100644 tinygrad/test/unit/test_uop_symbolic.py delete mode 100644 tinygrad/test/unit/test_uop_vmin_vmax.py delete mode 100644 tinygrad/test/unit/test_upat_compile.py delete mode 100644 tinygrad/test/unit/test_verify_ast.py delete mode 100644 tinygrad/test/unit/test_view.py delete mode 100644 tinygrad/test/unit/test_viz.py delete mode 100644 tinygrad/test/web/test_viz.js delete mode 100644 tinygrad/test/web/test_webgpu.js delete mode 100755 tinygrad/test_driven_development.sh delete mode 100644 tinygrad/tinygrad/__init__.py delete mode 100644 tinygrad/tinygrad/codegen/__init__.py delete mode 100644 tinygrad/tinygrad/codegen/devectorizer.py delete mode 100644 tinygrad/tinygrad/codegen/expander.py delete mode 100644 tinygrad/tinygrad/codegen/heuristic.py delete mode 100644 tinygrad/tinygrad/codegen/kernel.py delete mode 100644 tinygrad/tinygrad/codegen/linearize.py delete mode 100644 tinygrad/tinygrad/codegen/lowerer.py delete mode 100644 tinygrad/tinygrad/codegen/symbolic.py delete mode 100644 tinygrad/tinygrad/codegen/transcendental.py delete mode 100644 tinygrad/tinygrad/device.py delete mode 100644 tinygrad/tinygrad/dtype.py delete mode 100644 tinygrad/tinygrad/engine/__init__.py delete mode 100644 tinygrad/tinygrad/engine/grouper.py delete mode 100644 tinygrad/tinygrad/engine/jit.py delete mode 100644 tinygrad/tinygrad/engine/memory.py delete mode 100644 tinygrad/tinygrad/engine/multi.py delete mode 100644 tinygrad/tinygrad/engine/realize.py delete mode 100644 tinygrad/tinygrad/engine/schedule.py delete mode 100644 tinygrad/tinygrad/engine/search.py delete mode 100644 tinygrad/tinygrad/frontend/__init__.py delete mode 100644 tinygrad/tinygrad/frontend/onnx.py delete mode 100644 tinygrad/tinygrad/frontend/torch.py delete mode 100644 tinygrad/tinygrad/gradient.py delete mode 100644 tinygrad/tinygrad/helpers.py delete mode 100644 tinygrad/tinygrad/nn/__init__.py delete mode 100644 tinygrad/tinygrad/nn/datasets.py delete mode 100644 tinygrad/tinygrad/nn/optim.py delete mode 100644 tinygrad/tinygrad/nn/state.py delete mode 100644 tinygrad/tinygrad/py.typed delete mode 100644 tinygrad/tinygrad/renderer/__init__.py delete mode 100644 tinygrad/tinygrad/renderer/cstyle.py delete mode 100644 tinygrad/tinygrad/renderer/llvmir.py delete mode 100644 tinygrad/tinygrad/renderer/ptx.py delete mode 100644 tinygrad/tinygrad/renderer/wgsl.py delete mode 100644 tinygrad/tinygrad/runtime/__init__.py delete mode 100644 tinygrad/tinygrad/runtime/autogen/adreno.py delete mode 100644 tinygrad/tinygrad/runtime/autogen/am/am.py delete mode 100644 tinygrad/tinygrad/runtime/autogen/am/navi10.py delete mode 100644 tinygrad/tinygrad/runtime/autogen/am/pm4_nv.py delete mode 100644 tinygrad/tinygrad/runtime/autogen/am/pm4_soc15.py delete mode 100644 tinygrad/tinygrad/runtime/autogen/am/sdma_4_0_0.py delete mode 100644 tinygrad/tinygrad/runtime/autogen/am/sdma_4_4_2.py delete mode 100644 tinygrad/tinygrad/runtime/autogen/am/sdma_5_0_0.py delete mode 100644 tinygrad/tinygrad/runtime/autogen/am/sdma_6_0_0.py delete mode 100644 tinygrad/tinygrad/runtime/autogen/am/smu_v13_0_0.py delete mode 100644 tinygrad/tinygrad/runtime/autogen/am/smu_v14_0_3.py delete mode 100644 tinygrad/tinygrad/runtime/autogen/am/soc21.py delete mode 100644 tinygrad/tinygrad/runtime/autogen/am/soc24.py delete mode 100644 tinygrad/tinygrad/runtime/autogen/am/vega10.py delete mode 100644 tinygrad/tinygrad/runtime/autogen/amd_gpu.py delete mode 100644 tinygrad/tinygrad/runtime/autogen/comgr.py delete mode 100644 tinygrad/tinygrad/runtime/autogen/comgr_3.py delete mode 100644 tinygrad/tinygrad/runtime/autogen/cuda.py delete mode 100644 tinygrad/tinygrad/runtime/autogen/hip.py delete mode 100644 tinygrad/tinygrad/runtime/autogen/hsa.py delete mode 100644 tinygrad/tinygrad/runtime/autogen/io_uring.py delete mode 100644 tinygrad/tinygrad/runtime/autogen/kfd.py delete mode 100644 tinygrad/tinygrad/runtime/autogen/kgsl.py delete mode 100644 tinygrad/tinygrad/runtime/autogen/libc.py delete mode 100644 tinygrad/tinygrad/runtime/autogen/libusb.py delete mode 100644 tinygrad/tinygrad/runtime/autogen/llvm.py delete mode 100644 tinygrad/tinygrad/runtime/autogen/nv_gpu.py delete mode 100644 tinygrad/tinygrad/runtime/autogen/nvrtc.py delete mode 100644 tinygrad/tinygrad/runtime/autogen/opencl.py delete mode 100644 tinygrad/tinygrad/runtime/autogen/pci.py delete mode 100644 tinygrad/tinygrad/runtime/autogen/qcom_dsp.py delete mode 100644 tinygrad/tinygrad/runtime/autogen/sqtt.py delete mode 100644 tinygrad/tinygrad/runtime/autogen/vfio.py delete mode 100644 tinygrad/tinygrad/runtime/autogen/webgpu.py delete mode 100644 tinygrad/tinygrad/runtime/graph/__init__.py delete mode 100644 tinygrad/tinygrad/runtime/graph/cpu.py delete mode 100644 tinygrad/tinygrad/runtime/graph/cuda.py delete mode 100644 tinygrad/tinygrad/runtime/graph/hcq.py delete mode 100644 tinygrad/tinygrad/runtime/graph/metal.py delete mode 100644 tinygrad/tinygrad/runtime/graph/remote.py delete mode 100644 tinygrad/tinygrad/runtime/ops_amd.py delete mode 100644 tinygrad/tinygrad/runtime/ops_cpu.py delete mode 100644 tinygrad/tinygrad/runtime/ops_cuda.py delete mode 100644 tinygrad/tinygrad/runtime/ops_disk.py delete mode 100644 tinygrad/tinygrad/runtime/ops_dsp.py delete mode 100644 tinygrad/tinygrad/runtime/ops_gpu.py delete mode 100644 tinygrad/tinygrad/runtime/ops_hip.py delete mode 100644 tinygrad/tinygrad/runtime/ops_llvm.py delete mode 100644 tinygrad/tinygrad/runtime/ops_metal.py delete mode 100644 tinygrad/tinygrad/runtime/ops_npy.py delete mode 100644 tinygrad/tinygrad/runtime/ops_null.py delete mode 100644 tinygrad/tinygrad/runtime/ops_nv.py delete mode 100644 tinygrad/tinygrad/runtime/ops_python.py delete mode 100644 tinygrad/tinygrad/runtime/ops_qcom.py delete mode 100644 tinygrad/tinygrad/runtime/ops_remote.py delete mode 100644 tinygrad/tinygrad/runtime/ops_webgpu.py delete mode 100644 tinygrad/tinygrad/runtime/support/__init__.py delete mode 100644 tinygrad/tinygrad/runtime/support/allocator.py delete mode 100644 tinygrad/tinygrad/runtime/support/am/__init__.py delete mode 100644 tinygrad/tinygrad/runtime/support/am/amdev.py delete mode 100644 tinygrad/tinygrad/runtime/support/am/ip.py delete mode 100644 tinygrad/tinygrad/runtime/support/amd.py delete mode 100644 tinygrad/tinygrad/runtime/support/compiler_amd.py delete mode 100644 tinygrad/tinygrad/runtime/support/compiler_cuda.py delete mode 100644 tinygrad/tinygrad/runtime/support/elf.py delete mode 100644 tinygrad/tinygrad/runtime/support/hcq.py delete mode 100644 tinygrad/tinygrad/runtime/support/llvm.py delete mode 100644 tinygrad/tinygrad/runtime/support/usb.py delete mode 100644 tinygrad/tinygrad/runtime/support/webgpu.py delete mode 100644 tinygrad/tinygrad/shape/__init__.py delete mode 100644 tinygrad/tinygrad/shape/shapetracker.py delete mode 100644 tinygrad/tinygrad/shape/view.py delete mode 100644 tinygrad/tinygrad/tensor.py delete mode 100644 tinygrad/tinygrad/uop/__init__.py delete mode 100644 tinygrad/tinygrad/uop/mathtraits.py delete mode 100644 tinygrad/tinygrad/uop/ops.py delete mode 100644 tinygrad/tinygrad/uop/spec.py delete mode 100644 tinygrad/tinygrad/uop/upat.py delete mode 100644 tinygrad/tinygrad/viz/README delete mode 100644 tinygrad/tinygrad/viz/assets/cdnjs.cloudflare.com/ajax/libs/highlight.js/11.10.0/highlight.min.js delete mode 100644 tinygrad/tinygrad/viz/assets/cdnjs.cloudflare.com/ajax/libs/highlight.js/11.10.0/languages/cpp.min.js delete mode 100644 tinygrad/tinygrad/viz/assets/cdnjs.cloudflare.com/ajax/libs/highlight.js/11.10.0/languages/python.min.js delete mode 100644 tinygrad/tinygrad/viz/assets/cdnjs.cloudflare.com/ajax/libs/highlight.js/11.10.0/styles/default.min.css delete mode 100644 tinygrad/tinygrad/viz/assets/d3js.org/d3.v7.min.js delete mode 100644 tinygrad/tinygrad/viz/assets/dagrejs.github.io/project/dagre/latest/dagre.min.js delete mode 100644 tinygrad/tinygrad/viz/assets/unpkg.com/@highlightjs/cdn-assets@11.10.0/styles/tokyo-night-dark.min.css delete mode 100755 tinygrad/tinygrad/viz/fetch_assets.sh delete mode 100644 tinygrad/tinygrad/viz/index.html delete mode 100644 tinygrad/tinygrad/viz/js/index.js delete mode 100644 tinygrad/tinygrad/viz/js/worker.js delete mode 100644 tinygrad/tinygrad/viz/perfetto.html delete mode 100755 tinygrad/tinygrad/viz/serve.py delete mode 100644 tinyturing/.envrc delete mode 100644 tinyturing/.gitignore delete mode 100644 tinyturing/README.md delete mode 100644 tinyturing/default.nix delete mode 100644 tinyturing/examples/camera.py delete mode 100644 tinyturing/examples/docs_qr.png delete mode 100644 tinyturing/examples/font.py delete mode 100644 tinyturing/examples/logo.png delete mode 100644 tinyturing/examples/physics.py delete mode 100644 tinyturing/examples/scrolling_text.py delete mode 100644 tinyturing/examples/sleep.py delete mode 100644 tinyturing/examples/status.py delete mode 100644 tinyturing/examples/welcome.py delete mode 100644 tinyturing/extra/convert_font.py delete mode 100644 tinyturing/flake.lock delete mode 100644 tinyturing/flake.nix delete mode 100644 tinyturing/pyproject.toml delete mode 100644 tinyturing/tinyturing/components.py delete mode 100644 tinyturing/tinyturing/display.py delete mode 100644 tinyturing/tinyturing/font.npy delete mode 100644 tinyturing/tinyturing/font_mono.npy diff --git a/.gitmodules b/.gitmodules new file mode 100644 index 00000000..4cba10eb --- /dev/null +++ b/.gitmodules @@ -0,0 +1,6 @@ +[submodule "tinygrad"] + path = tinygrad + url = ../../tinygrad/tinygrad +[submodule "tinyturing"] + path = tinyturing + url = ../../tinygrad/tinyturing diff --git a/build/in-chroot.sh b/build/in-chroot.sh index 971fc453..27f3deb9 100755 --- a/build/in-chroot.sh +++ b/build/in-chroot.sh @@ -25,6 +25,9 @@ if [[ -n "$TINYBOX_DEV" ]]; then popd fi +# сheckout the tinygrad revision +git -C /opt/tinybox submodule update --init --recursive + # merge /opt/tinybox/userspace into / rsync -ah --info=progress2 /opt/tinybox/userspace/ / chown -R tiny:tiny /home/tiny/ diff --git a/service/autoupdate-tinybox.sh b/service/autoupdate-tinybox.sh index 4178dcda..22a2be66 100644 --- a/service/autoupdate-tinybox.sh +++ b/service/autoupdate-tinybox.sh @@ -29,6 +29,9 @@ fi # reset hard to origin/ in case pull failed to merge in changes git reset --hard "origin/$current_branch" +# checkout the tinygrad revision +git submodule update --init --recursive --force + # check current update stage and see if there are any stages to be run if [ -f /etc/tinybox-update-stage ]; then CURRENT_STAGE=$(cat /etc/tinybox-update-stage) diff --git a/tinygrad/.github/actions/process-replay/action.yml b/tinygrad/.github/actions/process-replay/action.yml deleted file mode 100644 index efd2e1fc..00000000 --- a/tinygrad/.github/actions/process-replay/action.yml +++ /dev/null @@ -1,15 +0,0 @@ -name: Run process replay tests -description: Verify process replay compared to master -runs: - using: "composite" - steps: - - name: Run process replay tests - shell: bash - run: | - export PR_TITLE=$(jq -r .pull_request.title "$GITHUB_EVENT_PATH") - export CURRENT_SHA=${{ github.event.pull_request && github.event.pull_request.head.sha || github.sha }} - git fetch origin $CURRENT_SHA - export COMMIT_MESSAGE=$(git show -s --format=%B "$CURRENT_SHA") - export CURRENT_HEAD=$(git rev-parse HEAD) - cp test/external/process_replay/process_replay.py ./process_replay.py && git fetch origin master && git -c advice.detachedHead=false checkout origin/master && IGNORE_OOB=1 PYTHONPATH=. python3 process_replay.py - git checkout $CURRENT_HEAD # restore to branch diff --git a/tinygrad/.github/actions/setup-tinygrad/action.yml b/tinygrad/.github/actions/setup-tinygrad/action.yml deleted file mode 100644 index 9e640031..00000000 --- a/tinygrad/.github/actions/setup-tinygrad/action.yml +++ /dev/null @@ -1,249 +0,0 @@ -name: Setup Python & Install -description: Sets up Python and installs project dependencies. -inputs: - python-version: - description: 'Python version to use' - required: false - default: '3.12' - key: - description: 'Key for the python cache' - required: false - default: '' # if you don't set a key, it doesn't cache - deps: - description: 'Extra dependency groups (comma separated)' - required: false - default: '' - pydeps: - description: 'Extra Python dependency groups (space separated)' - required: false - default: '' - opencl: - description: "Install OpenCL?" - required: false - default: 'false' - amd: - description: "Install AMD?" - required: false - default: 'false' - cuda: - description: "Install CUDA?" - required: false - default: 'false' - webgpu: - description: "Install webgpu?" - required: false - default: 'false' - llvm: - description: "Install LLVM?" - required: false - default: 'false' -runs: - using: "composite" - steps: - - name: Set up Python ${{ inputs.python-version }} - id: setup-python - uses: actions/setup-python@v5 - with: - python-version: ${{ inputs.python-version }} - - # **** Caching packages **** - - - name: Cache Python packages - id: restore-venv - uses: actions/cache@v4 - with: - path: ${{ github.workspace }}/.venv - key: venv-${{ runner.os }}-python-${{ steps.setup-python.outputs.python-version }}-${{ inputs.deps }}-${{ inputs.pydeps }}-${{ hashFiles('**/setup.py') }}-${{ env.PYTHON_CACHE_VERSION }} - - # **** Caching downloads **** - - - name: Cache downloads (Linux) - if: inputs.key != '' && runner.os == 'Linux' - uses: actions/cache@v4 - with: - path: ~/.cache/tinygrad/downloads/ - key: downloads-cache-${{ inputs.key }}-${{ env.DOWNLOAD_CACHE_VERSION }} - - name: Cache downloads (macOS) - if: inputs.key != '' && runner.os == 'macOS' - uses: actions/cache@v4 - with: - path: ~/Library/Caches/tinygrad/downloads/ - key: osx-downloads-cache-${{ inputs.key }}-${{ env.DOWNLOAD_CACHE_VERSION }} - - # **** Python deps **** - - - name: Install dependencies in venv (with extra) - if: inputs.deps != '' && steps.restore-venv.outputs.cache-hit != 'true' - shell: bash - run: | - python -m venv .venv - if [[ "$RUNNER_OS" == "Windows" ]]; then - source .venv/Scripts/activate - else - . .venv/bin/activate - fi - python -m pip install -e ".[${{ inputs.deps }}]" ${{ inputs.pydeps }} --extra-index-url https://download.pytorch.org/whl/cpu --extra-index-url https://aiinfra.pkgs.visualstudio.com/PublicPackages/_packaging/Triton-Nightly/pypi/simple/ - - name: Install dependencies in venv (without extra) - if: inputs.deps == '' && steps.restore-venv.outputs.cache-hit != 'true' - shell: bash - run: | - python -m venv .venv - if [[ "$RUNNER_OS" == "Windows" ]]; then - source .venv/Scripts/activate - else - . .venv/bin/activate - fi - python -m pip install -e . ${{ inputs.pydeps }} - - name: Set up venv environment - shell: bash - run: | - echo "VIRTUAL_ENV=${{ github.workspace }}/.venv" >> "$GITHUB_ENV" - echo "OMP_NUM_THREADS=1" >> "$GITHUB_ENV" - # no buffers should be over 300MB in CI - echo "MAX_BUFFER_SIZE=300000000" >> "$GITHUB_ENV" - if [[ "$RUNNER_OS" == "Windows" ]]; then - echo "${{ github.workspace }}/.venv/Scripts" >> "$GITHUB_PATH" - else - echo "${{ github.workspace }}/.venv/bin" >> "$GITHUB_PATH" - fi - - # ******************* apt ******************* - - - name: Add OpenCL Repo - if: inputs.opencl == 'true' && runner.os == 'Linux' - shell: bash - run: echo "deb [ allow-insecure=yes ] https://apt.repos.intel.com/oneapi all main" | sudo tee /etc/apt/sources.list.d/oneAPI.list - - - name: Add AMD Repo (Linux) - if: inputs.amd == 'true' && runner.os == 'Linux' - shell: bash - run: | - wget https://repo.radeon.com/rocm/rocm.gpg.key -O - | gpg --dearmor | sudo tee /etc/apt/keyrings/rocm.gpg > /dev/null - sudo tee /etc/apt/sources.list.d/rocm.list <> $GITHUB_ENV - rm -f /tmp/staging.db /tmp/staging.db-shm /tmp/staging.db-wal - - name: reset process replay - run: python3.11 test/external/process_replay/reset.py - - name: Run Stable Diffusion - run: BENCHMARK_LOG=stable_diffusion JIT=1 python3.11 examples/stable_diffusion.py --fp16 --seed 0 --noshow --timing | tee sd.txt - - name: Run Stable Diffusion without fp16 - run: BENCHMARK_LOG=stable_diffusion_fp32 JIT=1 python3.11 examples/stable_diffusion.py --seed 0 --noshow --timing | tee sd_no_fp16.txt - - name: Run Stable Diffusion v2 - run: BENCHMARK_LOG=stable_diffusion_v2 JIT=1 python3.11 examples/sdv2.py --fp16 --seed 0 --noshow --timing | tee sdv2.txt - # process replay can't capture this, the graph is too large - - name: Run SDXL - run: BENCHMARK_LOG=stable_diffusion_xl CAPTURE_PROCESS_REPLAY=0 JIT=1 python3.11 examples/sdxl.py --seed 0 --noshow --timing | tee sdxl.txt - - name: Run model inference benchmark - run: METAL=1 python3.11 test/external/external_model_benchmark.py - - name: Run huggingface_onnx test - run: METAL=1 python3.11 extra/huggingface_onnx/run_models.py test --debug FacebookAI/xlm-roberta-large - - name: Test speed vs torch - run: BIG=2 MPS=1 python3.11 test/test_speed_v_torch.py | tee torch_speed.txt - - name: Test tensor cores - run: METAL=1 python3.11 test/test_linearizer.py TestLinearizer.test_tensor_cores TestLinearizer.test_tensor_cores_emulation TestLinearizer.test_tensor_cores_padded TestLinearizer.test_tensor_cores_padded_uops - - name: Test AMX tensor cores - run: | - DEBUG=2 CPU=1 AMX=1 python3.11 test/test_linearizer.py TestLinearizer.test_tensor_cores TestLinearizer.test_tensor_cores_emulation TestLinearizer.test_tensor_cores_padded TestLinearizer.test_tensor_cores_padded_uops - DEBUG=2 LLVM=1 AMX=1 python3.11 test/test_linearizer.py TestLinearizer.test_tensor_cores TestLinearizer.test_tensor_cores_emulation TestLinearizer.test_tensor_cores_padded TestLinearizer.test_tensor_cores_padded_uops - - name: Run Tensor Core GEMM (float) - run: DEBUG=2 SHOULD_USE_TC=1 python3.11 extra/gemm/simple_matmul.py | tee matmul.txt - - name: Run Tensor Core GEMM (half) - run: DEBUG=2 SHOULD_USE_TC=1 HALF=1 python3.11 extra/gemm/simple_matmul.py | tee matmul_half.txt - - name: Run Tensor Core GEMM (bfloat16) - run: DEBUG=2 SHOULD_USE_TC=1 BFLOAT16=1 python3.11 extra/gemm/simple_matmul.py | tee matmul_bfloat16.txt - - name: Fuzz Padded Tensor Core GEMM - run: METAL=1 M_START=6 M_STOP=10 M_STEP=1 N_START=6 N_STOP=10 N_STEP=1 K_START=6 K_STOP=24 K_STEP=1 TC_OPT=2 DEBUG=2 python3.11 ./extra/gemm/fuzz_matmul.py - - name: Run LLaMA - run: | - BENCHMARK_LOG=llama_nojit JIT=0 python3.11 examples/llama.py --gen 1 --prompt "Hello." --count 10 --temperature 0 --timing | tee llama_unjitted.txt - BENCHMARK_LOG=llama JIT=1 python3.11 examples/llama.py --gen 1 --prompt "Hello." --count 10 --temperature 0 --timing | tee llama_jitted.txt - - name: Run LLaMA with BEAM - run: BENCHMARK_LOG=llama_beam JITBEAM=2 IGNORE_BEAM_CACHE=1 python3.11 examples/llama.py --gen 1 --prompt "Hello." --count 10 --temperature 0 --timing | tee llama_beam.txt - - name: Run quantized LLaMA - run: | - BENCHMARK_LOG=llama_int8 python3.11 examples/llama.py --gen 1 --prompt "Hello." --count 10 --temperature 0 --timing --quantize int8 | tee llama_int8.txt - BENCHMARK_LOG=llama_nf4 python3.11 examples/llama.py --gen 1 --prompt "Hello." --count 10 --temperature 0 --timing --quantize nf4 | tee llama_nf4.txt - - name: Run quantized LLaMA3 - run: | - BENCHMARK_LOG=llama3_int8 python3.11 examples/llama3.py --size 8B --temperature 0 --benchmark --quantize int8 | tee llama3_int8.txt - BENCHMARK_LOG=llama3_nf4 python3.11 examples/llama3.py --size 8B --temperature 0 --benchmark --quantize nf4 | tee llama3_nf4.txt - #- name: Run LLaMA 7B on 4 (virtual) GPUs - # run: python3.11 examples/llama.py --gen 1 --size 7B --shard 4 --prompt "Hello." --count 10 --temperature 0 --timing | tee llama_four_gpu.txt - - name: Run GPT2 - run: | - BENCHMARK_LOG=gpt2_nojit JIT=0 python3.11 examples/gpt2.py --prompt "Hello." --count 10 --temperature 0 --timing | tee gpt2_unjitted.txt - BENCHMARK_LOG=gpt2 JIT=1 python3.11 examples/gpt2.py --prompt "Hello." --count 10 --temperature 0 --timing | tee gpt2_jitted.txt - - name: Run GPT2 w HALF - run: BENCHMARK_LOG=gpt2_half HALF=1 python3.11 examples/gpt2.py --count 10 --temperature 0 --timing | tee gpt2_half.txt - - name: Run GPT2 w HALF/BEAM - run: BENCHMARK_LOG=gpt2_half_beam HALF=1 JITBEAM=2 IGNORE_BEAM_CACHE=1 python3.11 examples/gpt2.py --count 10 --temperature 0 --timing | tee gpt2_half_beam.txt - - name: Run OLMoE - run: BENCHMARK_LOG=olmoe python3.11 examples/olmoe.py - - name: Train MNIST - run: time PYTHONPATH=. TARGET_EVAL_ACC_PCT=96.0 python3.11 examples/beautiful_mnist.py | tee beautiful_mnist.txt - - name: Run 10 CIFAR training steps - run: BENCHMARK_LOG=cifar_10steps JIT=1 STEPS=10 python3.11 examples/hlb_cifar10.py | tee train_cifar.txt - - name: Run 10 CIFAR training steps w HALF - run: BENCHMARK_LOG=cifar_10steps_half JIT=2 STEPS=10 DEFAULT_FLOAT=HALF python3.11 examples/hlb_cifar10.py | tee train_cifar_half.txt - #- name: Run 10 CIFAR training steps w BF16 - # run: STEPS=10 DEFAULT_FLOAT=BFLOAT16 python3.11 examples/hlb_cifar10.py | tee train_cifar_bf16.txt - - name: Run 10 CIFAR training steps w winograd - run: BENCHMARK_LOG=cifar_10steps_wino JIT=1 WINO=1 STEPS=10 python3.11 examples/hlb_cifar10.py | tee train_cifar_wino.txt - - name: UsbGPU boot time - run: sudo -E PYTHONPATH=. DEBUG=2 AM_RESET=1 AMD=1 AMD_IFACE=USB time python3.11 test/test_tiny.py TestTiny.test_plus - - name: UsbGPU tiny tests - run: sudo -E PYTHONPATH=. AMD=1 AMD_IFACE=USB python3.11 test/test_tiny.py - - name: UsbGPU copy speeds - run: sudo -E PYTHONPATH=. AMD=1 AMD_IFACE=USB python3.11 test/external/external_test_usb_asm24.py TestDevCopySpeeds - - name: UsbGPU openpilot test - run: sudo -E PYTHONPATH=. AMD=1 AMD_IFACE=USB AMD_LLVM=1 NOLOCALS=0 IMAGE=0 GRAPH_ONE_KERNEL=1 python3.11 examples/openpilot/compile3.py https://github.com/commaai/openpilot/raw/9118973ed03c1ae1d40cf69a29507ec2cc78efd7/selfdrive/modeld/models/supercombo.onnx - - uses: actions/upload-artifact@v4 - with: - name: Speed (Mac) - path: | - onnx_inference_speed.csv - torch_speed.txt - llama_unjitted.txt - llama_jitted.txt - llama_beam.txt - llama_int8.txt - llama_nf4.txt - llama3_int8.txt - llama3_nf4.txt - llama_four_gpu.txt - gpt2_unjitted.txt - gpt2_jitted.txt - gpt2_half.txt - gpt2_half_beam.txt - matmul.txt - matmul_half.txt - matmul_bfloat16.txt - sd.txt - sd_no_fp16.txt - sdv2.txt - sdxl.txt - beautiful_mnist.txt - train_cifar.txt - train_cifar_half.txt - train_cifar_bf16.txt - train_cifar_wino.txt - - name: Run process replay tests - run: cp test/external/process_replay/process_replay.py ./process_replay.py && git fetch origin master && git -c advice.detachedHead=false checkout origin/master && PYTHONPATH=. python3.11 process_replay.py - - testnvidiabenchmark: - name: tinybox green Benchmark - runs-on: [self-hosted, Linux, tinyboxgreen] - timeout-minutes: 30 - defaults: - run: - shell: bash -e -o pipefail {0} - if: github.repository_owner == 'tinygrad' - steps: - - name: Checkout Code - uses: actions/checkout@v4 - - name: Print nvidia-smi - run: nvidia-smi - - name: Symlink models and datasets - run: | - mkdir -p weights - ln -s ~/tinygrad/weights/LLaMA weights/LLaMA - ln -s /raid/weights/mixtral-8x7b-32kseqlen weights/mixtral-8x7b-32kseqlen - ln -s /raid/weights/LLaMA-2 weights/LLaMA-2 - ln -s /raid/weights/LLaMA-3 weights/LLaMA-3 - mkdir -p extra/datasets - ln -s /raid/datasets/imagenet extra/datasets/imagenet - - name: setup staging db - if: github.ref == 'refs/heads/update_benchmark_staging' - run: | - echo "CACHEDB=/tmp/staging.db" >> $GITHUB_ENV - rm -f /tmp/staging.db /tmp/staging.db-shm /tmp/staging.db-wal - - name: reset process replay - run: test/external/process_replay/reset.py - - name: Run model inference benchmark - run: NV=1 CAPTURE_PROCESS_REPLAY=0 NOCLANG=1 python3 test/external/external_model_benchmark.py - - name: Test speed vs torch - run: NV=1 CAPTURE_PROCESS_REPLAY=0 HALF=1 BIG=2 TORCHCUDA=1 python3 test/test_speed_v_torch.py | tee torch_speed.txt - - name: Test speed vs theoretical - run: NV=1 IGNORE_BEAM_CACHE=1 BEAM_DEBUG=1 DEBUG=1 python -m pytest -rA test/external/speed_v_theoretical.py --durations=20 - - name: Test benchmark allreduce - run: NV=1 python test/external/external_benchmark_multitensor_allreduce.py - - name: Test tensor cores - run: | - NV=1 ALLOW_TF32=1 python3 test/test_linearizer.py TestLinearizer.test_tensor_cores TestLinearizer.test_tensor_cores_emulation TestLinearizer.test_tensor_cores_padded TestLinearizer.test_tensor_cores_padded_uops - PTX=1 ALLOW_TF32=1 NV=1 python3 test/test_linearizer.py TestLinearizer.test_tensor_cores TestLinearizer.test_tensor_cores_emulation TestLinearizer.test_tensor_cores_padded TestLinearizer.test_tensor_cores_padded_uops - - name: Run Tensor Core GEMM (CUDA) - run: | - CUDA=1 SHOULD_USE_TC=1 HALF=1 DEBUG=2 python3 extra/gemm/simple_matmul.py | tee matmul.txt - CUDA=1 SHOULD_USE_TC=1 BFLOAT16=1 DEBUG=2 python3 extra/gemm/simple_matmul.py | tee matmul_bfloat16.txt - CUDA=1 SHOULD_USE_TC=1 ALLOW_TF32=1 DEBUG=2 ATOL=2e-2 python3 extra/gemm/simple_matmul.py | tee matmul_tf32.txt - - name: Run Tensor Core GEMM (PTX) - run: NV=1 PTX=1 SHOULD_USE_TC=1 HALF=1 DEBUG=2 python3 extra/gemm/simple_matmul.py | tee matmul_ptx.txt - - name: Run Tensor Core GEMM (NV) - run: NV=1 SHOULD_USE_TC=1 HALF=1 DEBUG=2 python3 extra/gemm/simple_matmul.py | tee matmul_nv.txt - - name: Test NV=1 - run: DEBUG=2 NV=1 python -m pytest -rA test/test_tiny.py - - name: Test CUDA=1 - run: DEBUG=2 CUDA=1 python -m pytest -rA test/test_tiny.py - - name: Run Stable Diffusion - run: BENCHMARK_LOG=stable_diffusion NV=1 python3 examples/stable_diffusion.py --fp16 --seed 0 --noshow --timing | tee sd.txt - - name: Run SDXL - run: BENCHMARK_LOG=stable_diffusion_xl CAPTURE_PROCESS_REPLAY=0 NV=1 CAPTURE_PROCESS_REPLAY=0 python3 examples/sdxl.py --seed 0 --noshow --timing | tee sdxl.txt - - name: Run LLaMA - run: | - BENCHMARK_LOG=llama_nojit NV=1 JIT=0 python3 examples/llama.py --gen 1 --prompt "Hello." --count 10 --temperature 0 --timing | tee llama_unjitted.txt - BENCHMARK_LOG=llama NV=1 JIT=1 python3 examples/llama.py --gen 1 --prompt "Hello." --count 10 --temperature 0 --timing | tee llama_jitted.txt - - name: Run LLaMA with BEAM - run: BENCHMARK_LOG=llama_beam NV=1 JITBEAM=2 IGNORE_BEAM_CACHE=1 python3 examples/llama.py --gen 1 --prompt "Hello." --count 10 --temperature 0 --timing | tee llama_beam.txt - # - name: Run LLaMA 7B on 4 GPUs - # run: NV=1 CAPTURE_PROCESS_REPLAY=0 python3 examples/llama.py --gen 1 --size 7B --shard 4 --prompt "Hello." --count 10 --temperature 0 --timing | tee llama_four_gpu.txt - # - name: Run LLaMA 7B on 6 GPUs - # run: NV=1 CAPTURE_PROCESS_REPLAY=0 python3 examples/llama.py --gen 1 --size 7B --shard 6 --prompt "Hello." --count 10 --temperature 0 --timing | tee llama_six_gpu.txt - - name: Run LLaMA-3 8B BEAM - run: BENCHMARK_LOG=llama3_beam NV=1 JITBEAM=2 IGNORE_BEAM_CACHE=1 python3 examples/llama3.py --size 8B --model weights/LLaMA-3/8B-SF-DPO/ --benchmark --temperature 0 | tee llama3_beam.txt - - name: Run LLaMA-3 8B on 4 GPUs with BEAM - run: BENCHMARK_LOG=llama3_beam_4gpu NV=1 JITBEAM=2 IGNORE_BEAM_CACHE=1 CAPTURE_PROCESS_REPLAY=0 python3 examples/llama3.py --size 8B --shard 4 --model weights/LLaMA-3/8B-SF-DPO/ --benchmark --temperature 0 | tee llama3_four_gpu.txt - # - name: Run LLaMA-3 8B on 6 GPUs - # run: NV=1 CAPTURE_PROCESS_REPLAY=0 python3 examples/llama3.py --size 8B --shard 6 --model weights/LLaMA-3/8B-SF-DPO/ --benchmark --temperature 0 | tee llama3_six_gpu.txt - # - name: Run LLaMA-2 70B - # run: NV=1 CAPTURE_PROCESS_REPLAY=0 MAX_CONTEXT=256 python3 examples/llama.py --gen 2 --size 70B --shard 6 --prompt "Hello." --count 10 --temperature 0 --timing | tee llama_2_70B.txt - - name: Run Mixtral 8x7B - run: time BENCHMARK_LOG=mixtral NV=1 CAPTURE_PROCESS_REPLAY=0 python3 examples/mixtral.py --temperature 0 --count 10 --timing | tee mixtral.txt - - name: Run GPT2 - run: | - BENCHMARK_LOG=gpt2_nojit NV=1 JIT=0 python3 examples/gpt2.py --prompt "Hello." --count 10 --temperature 0 --timing | tee gpt2_unjitted.txt - BENCHMARK_LOG=gpt2 NV=1 JIT=1 python3 examples/gpt2.py --prompt "Hello." --count 10 --temperature 0 --timing | tee gpt2_jitted.txt - - name: Run GPT2 w HALF - run: BENCHMARK_LOG=gpt2_half NV=1 HALF=1 python3 examples/gpt2.py --count 10 --temperature 0 --timing | tee gpt2_half.txt - - name: Run GPT2 w HALF/BEAM - run: BENCHMARK_LOG=gpt2_half_beam NV=1 HALF=1 JITBEAM=2 IGNORE_BEAM_CACHE=1 python3 examples/gpt2.py --count 10 --temperature 0 --timing | tee gpt2_half_beam.txt - - uses: actions/upload-artifact@v4 - with: - name: Speed (NVIDIA) - path: | - onnx_inference_speed.csv - torch_speed.txt - matmul.txt - matmul_bfloat16.txt - matmul_tf32.txt - matmul_ptx.txt - matmul_nv.txt - sd.txt - sdxl.txt - llama_unjitted.txt - llama_jitted.txt - llama_beam.txt - llama3_beam.txt - llama3_four_gpu.txt - llama3_six_gpu.txt - llama_2_70B.txt - mixtral.txt - gpt2_unjitted.txt - gpt2_jitted.txt - gpt2_half.txt - gpt2_half_beam.txt - - name: Run process replay tests - run: cp test/external/process_replay/process_replay.py ./process_replay.py && git fetch origin master && git -c advice.detachedHead=false checkout origin/master && PYTHONPATH=. python3 process_replay.py - - testmorenvidiabenchmark: - name: tinybox green Training Benchmark - runs-on: [self-hosted, Linux, tinyboxgreen] - timeout-minutes: 20 - defaults: - run: - shell: bash -e -o pipefail {0} - if: github.repository_owner == 'tinygrad' - steps: - - name: Checkout Code - uses: actions/checkout@v4 - - name: Symlink models and datasets - run: | - mkdir -p weights - ln -s ~/tinygrad/weights/bpe_simple_vocab_16e6.txt.gz weights/bpe_simple_vocab_16e6.txt.gz - ln -s ~/tinygrad/weights/LLaMA weights/LLaMA - ln -s ~/tinygrad/extra/datasets/cifar-10-python.tar.gz extra/datasets/cifar-10-python.tar.gz - ln -s /raid/weights/mixtral-8x7b-32kseqlen weights/mixtral-8x7b-32kseqlen - ln -s /raid/weights/LLaMA-2 weights/LLaMA-2 - mkdir -p extra/datasets - ln -s /raid/datasets/imagenet extra/datasets/imagenet - - name: setup staging db - if: github.ref == 'refs/heads/update_benchmark_staging' - run: | - echo "CACHEDB=/tmp/staging.db" >> $GITHUB_ENV - rm -f /tmp/staging.db /tmp/staging.db-shm /tmp/staging.db-wal - - name: reset process replay - run: test/external/process_replay/reset.py - - name: Fuzz Padded Tensor Core GEMM (NV) - run: NV=1 M_START=12 M_STOP=20 M_STEP=1 N_START=6 N_STOP=10 N_STEP=1 K_START=28 K_STOP=36 K_STEP=1 HALF=1 TC_OPT=2 python3 ./extra/gemm/fuzz_matmul.py - - name: Fuzz Padded Tensor Core GEMM (PTX) - run: NV=1 PTX=1 M_START=12 M_STOP=20 M_STEP=1 N_START=6 N_STOP=10 N_STEP=1 K_START=28 K_STOP=36 K_STEP=1 HALF=1 TC_OPT=2 python3 ./extra/gemm/fuzz_matmul.py - - name: Train MNIST - run: time PYTHONPATH=. NV=1 TARGET_EVAL_ACC_PCT=96.0 python3 examples/beautiful_mnist.py | tee beautiful_mnist.txt - - name: Run 10 CIFAR training steps - run: BENCHMARK_LOG=cifar_10steps NV=1 STEPS=10 python3 examples/hlb_cifar10.py | tee train_cifar.txt - - name: Run 10 CIFAR training steps w HALF - run: BENCHMARK_LOG=cifar_10steps_half NV=1 STEPS=10 DEFAULT_FLOAT=HALF python3 examples/hlb_cifar10.py | tee train_cifar_half.txt - - name: Run 10 CIFAR training steps w BF16 - run: BENCHMARK_LOG=cifar_10steps_bf16 NV=1 STEPS=10 DEFAULT_FLOAT=BFLOAT16 python3 examples/hlb_cifar10.py | tee train_cifar_bf16.txt - - name: Run 10 CIFAR training steps w winograd - run: BENCHMARK_LOG=cifar_10steps_half_wino NV=1 CAPTURE_PROCESS_REPLAY=0 WINO=1 STEPS=10 DEFAULT_FLOAT=HALF python3 examples/hlb_cifar10.py | tee train_cifar_wino.txt - - name: Run full CIFAR training w 1 GPU - run: time BENCHMARK_LOG=cifar NV=1 DEFAULT_FLOAT=HALF LATEWINO=1 STEPS=1000 TARGET_EVAL_ACC_PCT=93.2 python3 examples/hlb_cifar10.py | tee train_cifar_one_gpu.txt - - name: Run full CIFAR training steps w 6 GPUS - run: time BENCHMARK_LOG=cifar_6gpu CAPTURE_PROCESS_REPLAY=0 NV=1 DEFAULT_FLOAT=HALF STEPS=350 BS=1536 GPUS=6 TARGET_EVAL_ACC_PCT=93.2 python3 examples/hlb_cifar10.py | tee train_cifar_six_gpu.txt - - name: Run MLPerf resnet eval on training data - run: time BENCHMARK_LOG=resnet_eval NV=1 MODEL=resnet python3 examples/mlperf/model_eval.py - - name: Run 10 MLPerf ResNet50 training steps (1 gpu) - run: BENCHMARK_LOG=resnet_10steps NV=1 DEFAULT_FLOAT=HALF BENCHMARK=10 BS=256 GPUS=1 MODEL=resnet python3 examples/mlperf/model_train.py | tee train_resnet_one_gpu.txt - - name: Run 10 MLPerf ResNet50 training steps (6 gpu) - run: BENCHMARK_LOG=resnet_10steps_6gpu NV=1 CAPTURE_PROCESS_REPLAY=0 DEFAULT_FLOAT=HALF BENCHMARK=10 BS=1536 GPUS=6 MODEL=resnet python3 examples/mlperf/model_train.py | tee train_resnet.txt - - name: Run 10 MLPerf Bert training steps (6 gpu) - # TODO: remove BERT_LAYERS once scheduler is fast - run: BENCHMARK_LOG=bert_10steps_6gpu NV=1 CAPTURE_PROCESS_REPLAY=0 DEFAULT_FLOAT=HALF BENCHMARK=10 BS=66 GPUS=6 BERT_LAYERS=2 FUSE_ARANGE=1 FUSE_ARANGE_UINT=0 MODEL=bert python3 examples/mlperf/model_train.py | tee train_bert.txt - - uses: actions/upload-artifact@v4 - with: - name: Speed (NVIDIA Training) - path: | - beautiful_mnist.txt - train_cifar.txt - train_cifar_half.txt - train_cifar_bf16.txt - train_cifar_wino.txt - train_cifar_one_gpu.txt - train_cifar_six_gpu.txt - train_resnet.txt - train_resnet_one_gpu.txt - train_bert.txt - - name: Run process replay tests - run: cp test/external/process_replay/process_replay.py ./process_replay.py && git fetch origin master && git -c advice.detachedHead=false checkout origin/master && PYTHONPATH=. python3 process_replay.py - - testamdbenchmark: - name: tinybox red Benchmark - runs-on: [self-hosted, Linux, tinybox] - timeout-minutes: 20 - defaults: - run: - shell: bash -e -o pipefail {0} - if: github.repository_owner == 'tinygrad' - steps: - - name: Checkout Code - uses: actions/checkout@v4 - - name: Remove amdgpu - run: sudo rmmod amdgpu || true - - name: Cleanup running AM processes - run: python extra/amdpci/am_smi.py --pids --kill - #- name: Insert amdgpu - # run: sudo modprobe amdgpu - - name: Symlink models and datasets - run: | - mkdir -p weights - ln -s ~/tinygrad/weights/bpe_simple_vocab_16e6.txt.gz weights/bpe_simple_vocab_16e6.txt.gz - ln -s ~/tinygrad/weights/LLaMA weights/LLaMA - ln -s ~/tinygrad/extra/datasets/cifar-10-python.tar.gz extra/datasets/cifar-10-python.tar.gz - ln -s /raid/weights/mixtral-8x7b-32kseqlen weights/mixtral-8x7b-32kseqlen - ln -s /raid/weights/LLaMA-2 weights/LLaMA-2 - ln -s /raid/weights/LLaMA-3 weights/LLaMA-3 - mkdir -p extra/datasets - ln -s /raid/datasets/imagenet extra/datasets/imagenet - - name: setup staging db - if: github.ref == 'refs/heads/update_benchmark_staging' - run: | - echo "CACHEDB=/tmp/staging.db" >> $GITHUB_ENV - rm -f /tmp/staging.db /tmp/staging.db-shm /tmp/staging.db-wal - - name: reset process replay - run: test/external/process_replay/reset.py - #- name: setup perflevel - # run: | - # examples/mlperf/training_submission_v4.1/tinycorp/benchmarks/bert/implementations/tinybox_red/setup.sh - # rocm-smi - #- name: Show off tinybox - # run: /opt/rocm/bin/rocm-bandwidth-test - # TODO: unstable on AMD - #- name: Run model inference benchmark - # run: LD_PRELOAD="/opt/rocm/lib/libhsa-runtime64.so" HSA=1 NOCLANG=1 python3 test/external/external_model_benchmark.py - # TODO: unstable on AMD - #- name: Test speed vs torch - # run: | - # python3 -c "import torch; print(torch.__version__)" - # LD_PRELOAD="/opt/rocm/lib/libhsa-runtime64.so" HSA=1 BIG=2 TORCHCUDA=1 python3 test/test_speed_v_torch.py | tee torch_speed.txt - - name: Test speed vs theoretical - run: AMD=1 IGNORE_BEAM_CACHE=1 BEAM_DEBUG=1 DEBUG=1 python -m pytest -rA test/external/speed_v_theoretical.py --durations=20 - - name: Test tensor cores - run: | - AMD=1 python3 test/test_linearizer.py TestLinearizer.test_tensor_cores TestLinearizer.test_tensor_cores_emulation TestLinearizer.test_tensor_cores_padded_amd TestLinearizer.test_tensor_cores_padded_uops - AMD=1 AMD_LLVM=1 python3 test/test_linearizer.py TestLinearizer.test_tensor_cores TestLinearizer.test_tensor_cores_emulation TestLinearizer.test_tensor_cores_padded_amd TestLinearizer.test_tensor_cores_padded_uops - AMD=1 SHOULD_USE_TC=1 BFLOAT16=1 DEBUG=2 python3 extra/gemm/simple_matmul.py - - name: Run Tensor Core GEMM (AMD) - run: AMD=1 SHOULD_USE_TC=1 HALF=1 DEBUG=2 ATOL=2e-2 python3 extra/gemm/simple_matmul.py | tee matmul_amd.txt - - name: Test AMD=1 - run: DEBUG=2 AMD=1 python -m pytest -rA test/test_tiny.py - #- name: Test HIP=1 - # run: DEBUG=2 HIP=1 python -m pytest -rA test/test_tiny.py - # TODO: AMD compiler bug causes this to fail - #- name: Fuzz Padded Tensor Core GEMM - # run: HSA=1 M_START=12 M_STOP=20 M_STEP=1 N_START=12 N_STOP=20 N_STEP=1 K_START=28 K_STOP=36 K_STEP=1 HALF=1 TC_OPT=2 DEBUG=2 python3 ./extra/gemm/fuzz_matmul.py - #- name: Remove amdgpu - # run: sleep 10 && sudo rmmod amdgpu # sleep a bit to let the driver unload the prev pid. - - name: Test AM cold start time - run: time AMD=1 AM_RESET=1 python3 test/test_tiny.py TestTiny.test_plus - - name: Test AM warm start time - run: time AMD=1 python3 test/test_tiny.py TestTiny.test_plus - - name: Run Stable Diffusion - run: BENCHMARK_LOG=stable_diffusion AMD=1 python3 examples/stable_diffusion.py --fp16 --seed 0 --noshow --timing | tee sd.txt - - name: Run SDXL - run: BENCHMARK_LOG=stable_diffusion_xl CAPTURE_PROCESS_REPLAY=0 AMD=1 python3 examples/sdxl.py --seed 0 --noshow --timing | tee sdxl.txt - - name: Run LLaMA 7B - run: | - BENCHMARK_LOG=llama_nojit AMD=1 JIT=0 python3 examples/llama.py --gen 1 --prompt "Hello." --count 10 --temperature 0 --timing | tee llama_unjitted.txt - BENCHMARK_LOG=llama AMD=1 JIT=1 python3 examples/llama.py --gen 1 --prompt "Hello." --count 10 --temperature 0 --timing | tee llama_jitted.txt - - name: Run LLaMA 7B with BEAM - run: BENCHMARK_LOG=llama_beam AMD=1 JITBEAM=2 IGNORE_BEAM_CACHE=1 python3 examples/llama.py --gen 1 --prompt "Hello." --count 10 --temperature 0 --timing | tee llama_beam.txt - # - name: Run LLaMA 7B on 4 GPUs - # run: AMD=1 CAPTURE_PROCESS_REPLAY=0 python3 examples/llama.py --gen 1 --size 7B --shard 4 --prompt "Hello." --count 10 --temperature 0 --timing | tee llama_four_gpu.txt - # - name: Run LLaMA 7B on 6 GPUs - # run: AMD=1 CAPTURE_PROCESS_REPLAY=0 python3 examples/llama.py --gen 1 --size 7B --shard 6 --prompt "Hello." --count 10 --temperature 0 --timing | tee llama_six_gpu.txt - - name: Run LLaMA-3 8B BEAM - run: BENCHMARK_LOG=llama3_beam AMD=1 JITBEAM=2 IGNORE_BEAM_CACHE=1 python3 examples/llama3.py --size 8B --model weights/LLaMA-3/8B-SF-DPO/ --benchmark --temperature 0 | tee llama3_beam.txt - - name: Run LLaMA-3 8B on 4 GPUs with BEAM - run: BENCHMARK_LOG=llama3_beam_4gpu AMD=1 JITBEAM=2 IGNORE_BEAM_CACHE=1 CAPTURE_PROCESS_REPLAY=0 python3 examples/llama3.py --size 8B --shard 4 --model weights/LLaMA-3/8B-SF-DPO/ --benchmark --temperature 0 | tee llama3_four_gpu.txt - # - name: Run LLaMA-3 8B on 6 GPUs - # run: AMD=1 CAPTURE_PROCESS_REPLAY=0 python3 examples/llama3.py --size 8B --shard 6 --model weights/LLaMA-3/8B-SF-DPO/ --benchmark --temperature 0 | tee llama3_six_gpu.txt - #- name: Restore amdgpu - # run: sudo modprobe amdgpu - # - name: Run LLaMA-2 70B - # run: AMD=1 CAPTURE_PROCESS_REPLAY=0 python3 examples/llama.py --gen 2 --size 70B --shard 6 --prompt "Hello." --count 10 --temperature 0 --timing | tee llama_2_70B.txt - - name: Run Mixtral 8x7B - run: time BENCHMARK_LOG=mixtral AMD=1 python3 examples/mixtral.py --temperature 0 --count 10 --timing | tee mixtral.txt - - name: Run GPT2 - run: | - BENCHMARK_LOG=gpt2_nojit AMD=1 JIT=0 python3 examples/gpt2.py --prompt "Hello." --count 10 --temperature 0 --timing | tee gpt2_unjitted.txt - BENCHMARK_LOG=gpt2 AMD=1 JIT=1 python3 examples/gpt2.py --prompt "Hello." --count 10 --temperature 0 --timing | tee gpt2_jitted.txt - - name: Run GPT2 w HALF - run: BENCHMARK_LOG=gpt2_half AMD=1 HALF=1 python3 examples/gpt2.py --count 10 --temperature 0 --timing | tee gpt2_half.txt - - name: Run GPT2 w HALF/BEAM - run: BENCHMARK_LOG=gpt2_half_beam AMD=1 HALF=1 JITBEAM=2 IGNORE_BEAM_CACHE=1 python3 examples/gpt2.py --count 10 --temperature 0 --timing | tee gpt2_half_beam.txt - - uses: actions/upload-artifact@v4 - with: - name: Speed (AMD) - path: | - onnx_inference_speed.csv - torch_speed.txt - llama_unjitted.txt - llama_jitted.txt - llama_beam.txt - llama3_beam.txt - llama3_four_gpu.txt - llama3_six_gpu.txt - llama_2_70B.txt - gpt2_unjitted.txt - gpt2_jitted.txt - gpt2_half.txt - gpt2_half_beam.txt - matmul.txt - matmul_amd.txt - sd.txt - sdxl.txt - mixtral.txt - - name: Run process replay tests - run: cp test/external/process_replay/process_replay.py ./process_replay.py && git fetch origin master && git -c advice.detachedHead=false checkout origin/master && PYTHONPATH=. python3 process_replay.py - - testmoreamdbenchmark: - name: tinybox red Training Benchmark - runs-on: [self-hosted, Linux, tinybox] - timeout-minutes: 30 - defaults: - run: - shell: bash -e -o pipefail {0} - if: github.repository_owner == 'tinygrad' - steps: - - name: Checkout Code - uses: actions/checkout@v4 - - name: Remove amdgpu - run: sudo rmmod amdgpu || true - - name: Cleanup running AM processes - run: python extra/amdpci/am_smi.py --pids --kill - - name: Symlink models and datasets - run: | - mkdir -p weights - ln -s ~/tinygrad/weights/bpe_simple_vocab_16e6.txt.gz weights/bpe_simple_vocab_16e6.txt.gz - ln -s ~/tinygrad/weights/LLaMA weights/LLaMA - ln -s ~/tinygrad/extra/datasets/cifar-10-python.tar.gz extra/datasets/cifar-10-python.tar.gz - ln -s /raid/weights/mixtral-8x7b-32kseqlen weights/mixtral-8x7b-32kseqlen - ln -s /raid/weights/LLaMA-2 weights/LLaMA-2 - mkdir -p extra/datasets - ln -s /raid/datasets/imagenet extra/datasets/imagenet - - name: setup staging db - if: github.ref == 'refs/heads/update_benchmark_staging' - run: | - echo "CACHEDB=/tmp/staging.db" >> $GITHUB_ENV - rm -f /tmp/staging.db /tmp/staging.db-shm /tmp/staging.db-wal - - name: reset process replay - run: test/external/process_replay/reset.py - - name: Train MNIST - run: time PYTHONPATH=. AMD=1 TARGET_EVAL_ACC_PCT=96.0 python3 examples/beautiful_mnist.py | tee beautiful_mnist.txt - - name: Run 10 CIFAR training steps - run: BENCHMARK_LOG=cifar_10steps AMD=1 STEPS=10 python3 examples/hlb_cifar10.py | tee train_cifar.txt - - name: Run 10 CIFAR training steps w HALF - run: BENCHMARK_LOG=cifar_10steps_half AMD=1 STEPS=10 DEFAULT_FLOAT=HALF python3 examples/hlb_cifar10.py | tee train_cifar_half.txt - - name: Run 10 CIFAR training steps w BF16 - run: BENCHMARK_LOG=cifar_10steps_bf16 AMD=1 STEPS=10 DEFAULT_FLOAT=BFLOAT16 python3 examples/hlb_cifar10.py | tee train_cifar_bf16.txt - - name: Run 10 CIFAR training steps w winograd - run: BENCHMARK_LOG=cifar_10steps_half_wino AMD=1 WINO=1 STEPS=10 DEFAULT_FLOAT=HALF python3 examples/hlb_cifar10.py | tee train_cifar_wino.txt - - name: Run full CIFAR training w 1 GPU - run: time BENCHMARK_LOG=cifar AMD=1 DEFAULT_FLOAT=HALF LATEWINO=1 STEPS=1000 TARGET_EVAL_ACC_PCT=93.2 python3 examples/hlb_cifar10.py | tee train_cifar_one_gpu.txt - - name: Run full CIFAR training steps w 6 GPUS - run: time BENCHMARK_LOG=cifar_6gpu AMD=1 DEFAULT_FLOAT=HALF STEPS=350 BS=1536 GPUS=6 TARGET_EVAL_ACC_PCT=93.2 python3 examples/hlb_cifar10.py | tee train_cifar_six_gpu.txt - - name: Run full CIFAR training steps w 6 GPUS (REMOTE) - run: time BENCHMARK_LOG=cifar_6gpu_remote REMOTE=1 REMOTEDEV=AMD DEFAULT_FLOAT=HALF STEPS=350 BS=1536 GPUS=6 TARGET_EVAL_ACC_PCT=93.2 python3 examples/hlb_cifar10.py | tee train_cifar_six_gpu_remote.txt - - uses: actions/upload-artifact@v4 - with: - name: Speed (AMD Training) - path: | - beautiful_mnist.txt - train_cifar.txt - train_cifar_half.txt - train_cifar_bf16.txt - train_cifar_wino.txt - train_cifar_one_gpu.txt - train_cifar_six_gpu.txt - train_cifar_six_gpu_remote.txt - - name: Run process replay tests - run: cp test/external/process_replay/process_replay.py ./process_replay.py && git fetch origin master && git -c advice.detachedHead=false checkout origin/master && PYTHONPATH=. python3 process_replay.py - - testmlperfamdbenchmark: - name: tinybox red MLPerf Benchmark - runs-on: [self-hosted, Linux, tinybox] - timeout-minutes: 30 - defaults: - run: - shell: bash -e -o pipefail {0} - if: github.repository_owner == 'tinygrad' - steps: - - name: Checkout Code - uses: actions/checkout@v4 - - name: Remove amdgpu - run: sudo rmmod amdgpu || true - - name: Cleanup running AM processes - run: python extra/amdpci/am_smi.py --pids --kill - - name: Symlink models and datasets - run: | - mkdir -p weights - ln -s ~/tinygrad/weights/bpe_simple_vocab_16e6.txt.gz weights/bpe_simple_vocab_16e6.txt.gz - ln -s ~/tinygrad/weights/LLaMA weights/LLaMA - ln -s ~/tinygrad/extra/datasets/cifar-10-python.tar.gz extra/datasets/cifar-10-python.tar.gz - ln -s /raid/weights/mixtral-8x7b-32kseqlen weights/mixtral-8x7b-32kseqlen - ln -s /raid/weights/LLaMA-2 weights/LLaMA-2 - mkdir -p extra/datasets - ln -s /raid/datasets/imagenet extra/datasets/imagenet - - name: setup staging db - if: github.ref == 'refs/heads/update_benchmark_staging' - run: | - echo "CACHEDB=/tmp/staging.db" >> $GITHUB_ENV - rm -f /tmp/staging.db /tmp/staging.db-shm /tmp/staging.db-wal - - name: reset process replay - run: test/external/process_replay/reset.py - - name: Run MLPerf resnet eval - run: time BENCHMARK_LOG=resnet_eval AMD=1 MODEL=resnet python3 examples/mlperf/model_eval.py - - name: Run 10 MLPerf ResNet50 training steps (1 gpu) - run: BENCHMARK_LOG=resnet_10steps AMD=1 DEFAULT_FLOAT=HALF BENCHMARK=10 BS=256 GPUS=1 MODEL=resnet python3 examples/mlperf/model_train.py | tee train_resnet_one_gpu.txt - - name: Run 10 MLPerf ResNet50 training steps (6 gpu) - run: BENCHMARK_LOG=resnet_10steps_6gpu AMD=1 CAPTURE_PROCESS_REPLAY=0 DEFAULT_FLOAT=HALF BENCHMARK=10 BS=1536 GPUS=6 MODEL=resnet python3 examples/mlperf/model_train.py | tee train_resnet.txt - - name: Run 10 MLPerf Bert training steps (6 gpu) - # TODO: remove BERT_LAYERS once scheduler is fast - run: BENCHMARK_LOG=bert_10steps_6gpu AMD=1 CAPTURE_PROCESS_REPLAY=0 DEFAULT_FLOAT=HALF BENCHMARK=10 BS=66 GPUS=6 BERT_LAYERS=2 FUSE_ARANGE=1 FUSE_ARANGE_UINT=0 MODEL=bert python3 examples/mlperf/model_train.py | tee train_bert.txt - - uses: actions/upload-artifact@v4 - with: - name: Speed (AMD MLPerf) - path: | - train_resnet.txt - train_resnet_one_gpu.txt - train_bert.txt - - name: Run process replay tests - run: cp test/external/process_replay/process_replay.py ./process_replay.py && git fetch origin master && git -c advice.detachedHead=false checkout origin/master && PYTHONPATH=. python3 process_replay.py - - testqualcommbenchmark: - name: comma Benchmark - runs-on: [self-hosted, Linux, comma] - timeout-minutes: 20 - defaults: - run: - shell: bash -e -o pipefail {0} - if: github.repository_owner == 'tinygrad' - steps: - - name: Checkout Code - uses: actions/checkout@v4 - - name: setup staging db - if: github.ref == 'refs/heads/update_benchmark_staging' - run: | - echo "CACHEDB=/tmp/staging.db" >> $GITHUB_ENV - rm -f /tmp/staging.db /tmp/staging.db-shm /tmp/staging.db-wal - - name: reset process replay - run: test/external/process_replay/reset.py - - name: validate openpilot 0.9.7 - run: PYTHONPATH=. FLOAT16=0 IMAGE=2 QCOM=1 taskset -c 4-7 python3 test/external/external_benchmark_openpilot.py https://github.com/commaai/openpilot/raw/v0.9.7/selfdrive/modeld/models/supercombo.onnx | tee openpilot_image_0_9_7.txt - - name: benchmark openpilot 0.9.4 - run: BENCHMARK_LOG=openpilot_0_9_4 PYTHONPATH=. QCOM=1 taskset -c 4-7 python3 test/external/external_benchmark_openpilot.py https://github.com/commaai/openpilot/raw/v0.9.4/selfdrive/modeld/models/supercombo.onnx | tee openpilot_0_9_4.txt - - name: benchmark openpilot 0.9.7 - run: BENCHMARK_LOG=openpilot_0_9_7 PYTHONPATH=. QCOM=1 taskset -c 4-7 python3 test/external/external_benchmark_openpilot.py https://github.com/commaai/openpilot/raw/v0.9.7/selfdrive/modeld/models/supercombo.onnx | tee openpilot_0_9_7.txt - - name: benchmark openpilot w IMAGE=2 0.9.4 - run: BENCHMARK_LOG=openpilot_0_9_4_image PYTHONPATH=. NOLOCALS=1 FLOAT16=1 IMAGE=2 QCOM=1 taskset -c 4-7 python3 test/external/external_benchmark_openpilot.py https://github.com/commaai/openpilot/raw/v0.9.4/selfdrive/modeld/models/supercombo.onnx | tee openpilot_image_0_9_4.txt - - name: benchmark openpilot w IMAGE=2 0.9.7 - run: BENCHMARK_LOG=openpilot_0_9_7_image PYTHONPATH=. NOLOCALS=1 FLOAT16=1 IMAGE=2 QCOM=1 taskset -c 4-7 python3 test/external/external_benchmark_openpilot.py https://github.com/commaai/openpilot/raw/v0.9.7/selfdrive/modeld/models/supercombo.onnx | tee openpilot_image_0_9_7.txt - - name: openpilot compile3 0.9.7 - run: PYTHONPATH="." QCOM=1 taskset -c 4-7 python3 examples/openpilot/compile3.py https://github.com/commaai/openpilot/raw/v0.9.7/selfdrive/modeld/models/supercombo.onnx - - name: openpilot compile3 0.9.7+ tomb raider - run: PYTHONPATH="." QCOM=1 taskset -c 4-7 python3 examples/openpilot/compile3.py https://github.com/commaai/openpilot/raw/e8bea2c78ffa92685ece511e9b554122aaf1a79d/selfdrive/modeld/models/supercombo.onnx - - name: openpilot dmonitoring compile3 0.9.7 - run: PYTHONPATH="." QCOM=1 taskset -c 4-7 python3 examples/openpilot/compile3.py https://github.com/commaai/openpilot/raw/v0.9.7/selfdrive/modeld/models/dmonitoring_model.onnx - - name: benchmark MobileNetV2 on DSP - run: | - # generate quantized weights - ln -s /data/home/tiny/tinygrad/extra/datasets/imagenet extra/datasets/imagenet - ln -s /data/home/tiny/tinygrad/testsig-*.so . - PYTHONPATH=. CC=clang-19 CPU=1 QUANT=1 CNT=0 python3 examples/test_onnx_imagenet.py https://github.com/xamcat/mobcat-samples/raw/refs/heads/master/onnx_runtime/InferencingSample/InferencingSample/mobilenetv2-7.onnx /tmp/model.quant.onnx - # benchmark on DSP with NOOPT=1, the devectorizer has issues - PYTHONPATH=. CC=clang-19 DSP=1 DONT_REALIZE_EXPAND=1 NOOPT=1 CNT=2 DEBUG=2 python3 examples/test_onnx_imagenet.py /tmp/model.quant.onnx - - name: Run process replay tests - run: cp test/external/process_replay/process_replay.py ./process_replay.py && git fetch origin master && git -c advice.detachedHead=false checkout origin/master && PYTHONPATH=. python3 process_replay.py - - uses: actions/upload-artifact@v4 - with: - name: Speed (comma) - path: | - openpilot_compile_0_9_4.txt - openpilot_compile_0_9_7.txt - openpilot_0_9_4.txt - openpilot_0_9_7.txt - openpilot_image_0_9_4.txt - openpilot_image_0_9_7.txt diff --git a/tinygrad/.github/workflows/benchmark_search.yml b/tinygrad/.github/workflows/benchmark_search.yml deleted file mode 100644 index 670fa644..00000000 --- a/tinygrad/.github/workflows/benchmark_search.yml +++ /dev/null @@ -1,32 +0,0 @@ -name: Benchmark with kernel search - -on: - push: - branches: - - update_benchmark_search - workflow_dispatch: - -jobs: - run_script_job: - runs-on: [self-hosted, Linux, tinybox] - if: github.repository_owner == 'tinygrad' - - steps: - - name: Checkout Code - uses: actions/checkout@v4 - - name: Remove amdgpu - run: sudo rmmod amdgpu || true - - name: Cleanup running AM processes - run: python extra/amdpci/am_smi.py --pids --kill - - name: Run SDXL with new search - run: | - BENCHMARK_LOG=search_sdxl PYTHONPATH=. AMD=1 JITBEAM=2 IGNORE_BEAM_CACHE=1 DISABLE_COMPILER_CACHE=1 python examples/sdxl.py --noshow --timing --seed 0 - - name: Run SDXL with cached search - run: | - BENCHMARK_LOG=search_sdxl_cached PYTHONPATH=. AMD=1 JITBEAM=2 python examples/sdxl.py --noshow --timing --seed 0 - - name: Run winograd cifar with new search - run: | - BENCHMARK_LOG=search_wino_cifar WINO=1 DEFAULT_FLOAT=HALF FUSE_ARANGE=1 JITBEAM=4 IGNORE_BEAM_CACHE=1 DISABLE_COMPILER_CACHE=1 BS=1024 STEPS=500 python examples/hlb_cifar10.py - - name: Run winograd cifar with cached search - run: | - BENCHMARK_LOG=search_wino_cifar_cached WINO=1 DEFAULT_FLOAT=HALF FUSE_ARANGE=1 JITBEAM=4 BS=1024 STEPS=500 python examples/hlb_cifar10.py diff --git a/tinygrad/.github/workflows/docs.yml b/tinygrad/.github/workflows/docs.yml deleted file mode 100644 index def8b316..00000000 --- a/tinygrad/.github/workflows/docs.yml +++ /dev/null @@ -1,30 +0,0 @@ -name: Deploy Docs -on: - push: - branches: - - master - - mkdocs -permissions: - contents: write -jobs: - deploy: - runs-on: ubuntu-latest - steps: - - uses: actions/checkout@v4 - - name: Configure Git Credentials - run: | - git config user.name github-actions[bot] - git config user.email 41898282+github-actions[bot]@users.noreply.github.com - - uses: actions/setup-python@v5 - with: - python-version: 3.x - - run: echo "cache_id=$(date --utc '+%V')" >> $GITHUB_ENV - - uses: actions/cache@v4 - with: - key: mkdocs-material-${{ env.cache_id }} - path: .cache - restore-keys: | - mkdocs-material- - - run: pip install -e .[docs] - - run: mkdocs build --strict - - run: mkdocs gh-deploy --force \ No newline at end of file diff --git a/tinygrad/.github/workflows/mlperf.yml b/tinygrad/.github/workflows/mlperf.yml deleted file mode 100644 index 66f09fd8..00000000 --- a/tinygrad/.github/workflows/mlperf.yml +++ /dev/null @@ -1,29 +0,0 @@ -name: Run MLPerf Training - -on: - schedule: - - cron: '5 8 * * *' # Runs at 08:05 UTC (12:05 AM Pacific Time) - push: - branches: - - update_mlperf - workflow_dispatch: - -jobs: - run_script_job: - runs-on: [self-hosted, Linux, tinybox] - if: github.repository_owner == 'tinygrad' - - steps: - - name: Checkout Code - uses: actions/checkout@v4 - - name: Cleanup running AM processes - run: python extra/amdpci/am_smi.py --pids --kill - - name: Symlink datasets - run: | - mkdir -p extra/datasets - ln -s /raid/datasets/imagenet extra/datasets/imagenet - - name: Run resnet - run: | - rm "~/.cache/tinygrad/cache_mlperf.db" || true - BENCHMARK_LOG=mlpert_train_resnet LOGMLPERF=0 CACHEDB="~/.cache/tinygrad/cache_mlperf.db" examples/mlperf/training_submission_v5.1/tinycorp/benchmarks/resnet/implementations/tinybox_red/run_and_time.sh - rm "~/.cache/tinygrad/cache_mlperf.db" \ No newline at end of file diff --git a/tinygrad/.github/workflows/python-publish.yml b/tinygrad/.github/workflows/python-publish.yml deleted file mode 100644 index 22f36f23..00000000 --- a/tinygrad/.github/workflows/python-publish.yml +++ /dev/null @@ -1,30 +0,0 @@ -# This workflows will upload a Python Package using Twine when a release is created -# For more information see: https://help.github.com/en/actions/language-and-framework-guides/using-python-with-github-actions#publishing-to-package-registries - -name: Upload Python Package - -on: - release: - types: [published] - workflow_dispatch: - -jobs: - deploy: - runs-on: ubuntu-latest - steps: - - uses: actions/checkout@v4 - - name: Set up Python - uses: actions/setup-python@v2 - with: - python-version: '3.x' - - name: Install dependencies - run: | - python -m pip install --upgrade pip - pip install setuptools wheel twine - - name: Build and publish - env: - TWINE_USERNAME: ${{ secrets.PYPI_USERNAME }} - TWINE_PASSWORD: ${{ secrets.PYPI_PASSWORD }} - run: | - python setup.py sdist bdist_wheel - twine upload dist/* diff --git a/tinygrad/.github/workflows/szdiff.yml b/tinygrad/.github/workflows/szdiff.yml deleted file mode 100644 index 4222ef31..00000000 --- a/tinygrad/.github/workflows/szdiff.yml +++ /dev/null @@ -1,98 +0,0 @@ -name: Check Line Counts -on: - pull_request_target: - -# Cancel the workflow in progress in newer build is about to start. -concurrency: - group: ${{ github.workflow }}-${{ github.head_ref || github.run_id }} - cancel-in-progress: true - -jobs: - checkbranch: - name: Check PR Branch status - runs-on: ubuntu-latest - outputs: - branchstat: ${{ steps.brstat.outputs.stat}} - steps: - - name: Check code from PR branch - uses: actions/checkout@v4 - with: - repository: ${{ github.event.pull_request.head.repo.full_name }} - ref: ${{ github.event.pull_request.head.sha }} - fetch-depth: 0 - - name: Check whether branch is up-to-date - id: brstat - run: | - git remote add tinygrad https://github.com/tinygrad/tinygrad - git fetch tinygrad master - echo "${{ github.event.pull_request.head.sha }}" - git rev-list --left-right --count tinygrad/master...${{ github.event.pull_request.head.sha }} | awk '{print "Behind "$1" - Ahead "$2""}' - count=$(git rev-list --left-right --count tinygrad/master...${{ github.event.pull_request.head.sha }} | awk '{print $1}') - if [ $count -gt 0 ] - then - echo "Current branch is behind tinygrad master branch!" - echo "stat=true" >> "$GITHUB_OUTPUT" - else - echo "stat=false" >> "$GITHUB_OUTPUT" - fi - - szdiff: - name: Core Library Line Difference - permissions: - contents: read - pull-requests: write - runs-on: ubuntu-latest - needs: checkbranch - if: needs.checkbranch.outputs.branchstat == 'false' - steps: - - name: Checkout code from PR branch - uses: actions/checkout@v4 - with: - repository: ${{ github.event.pull_request.head.repo.full_name }} - ref: ${{ github.event.pull_request.head.sha }} - path: pr - # the base default to tinygrad master and cannot be other fork branch for security purpose - - name: Checkout code from tinygrad master - uses: actions/checkout@v4 - with: - path: base - - name: Set up Python 3.10 - uses: actions/setup-python@v5 - with: - python-version: '3.10' - - name: Count Line Diff - run: | - pip install tabulate - BASE="$GITHUB_WORKSPACE/base" - PR="$GITHUB_WORKSPACE/pr" - cp "$BASE/sz.py" . - echo "loc_content<> "$GITHUB_ENV" - python sz.py "$BASE" "$PR" >> "$GITHUB_ENV" - echo "EOF" >> "$GITHUB_ENV" - - name: Comment Code Line Diff - continue-on-error: false - uses: marocchino/sticky-pull-request-comment@v2 - with: - GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} - ignore_empty: true - skip_unchanged: true - recreate: true - message: ${{ env.loc_content }} - - rebase: - name: Core Library Line Difference - permissions: - pull-requests: write - runs-on: ubuntu-latest - needs: checkbranch - if: needs.checkbranch.outputs.branchstat == 'true' - steps: - - name: Comment Rebase - continue-on-error: false - uses: marocchino/sticky-pull-request-comment@v2 - with: - GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} - skip_unchanged: true - recreate: true - message: | - This branch currently is behind tinygrad/master. The line count difference bot is disabled. diff --git a/tinygrad/.github/workflows/test.yml b/tinygrad/.github/workflows/test.yml deleted file mode 100644 index f9dfe315..00000000 --- a/tinygrad/.github/workflows/test.yml +++ /dev/null @@ -1,941 +0,0 @@ -name: Unit Tests -env: - # increment this when downloads substantially change to avoid the internet - DOWNLOAD_CACHE_VERSION: '10' - PYTHON_CACHE_VERSION: '2' - CAPTURE_PROCESS_REPLAY: 1 - GH_TOKEN: ${{ secrets.GITHUB_TOKEN }} - -on: - push: - branches: - - master - pull_request: - workflow_dispatch: - -jobs: - llvmspeed: - name: LLVM Speed - runs-on: ubuntu-24.04 - timeout-minutes: 20 - steps: - - name: Checkout Code - uses: actions/checkout@v4 - - name: Setup Environment - uses: ./.github/actions/setup-tinygrad - with: - key: llvm-speed - deps: testing_minimal - llvm: 'true' - - name: External Benchmark Schedule - run: PYTHONPATH="." python3 test/external/external_benchmark_schedule.py - - name: Speed Test - run: LLVM=1 python3 test/test_speed_v_torch.py - - name: Speed Test (BEAM=2) - run: BEAM=2 LLVM=1 python3 test/test_speed_v_torch.py - - docs: - name: Docs - runs-on: ubuntu-22.04 - timeout-minutes: 10 - steps: - - name: Checkout Code - uses: actions/checkout@v4 - - name: Setup Environment - uses: ./.github/actions/setup-tinygrad - with: - deps: docs - pydeps: "capstone" - - name: Use as an external package - run: | - mkdir $HOME/test_external_dir - cd $HOME/test_external_dir - python -m venv venv - source venv/bin/activate - pip install $GITHUB_WORKSPACE - python -c "from tinygrad.tensor import Tensor; print(Tensor([1,2,3,4,5]))" - pip install mypy - mypy -c "from tinygrad.tensor import Tensor; print(Tensor([1,2,3,4,5]))" - - name: Run beautiful_mnist with tinygrad only - run: | - mkdir $GITHUB_WORKSPACE/test_dir - cd $GITHUB_WORKSPACE/test_dir - python -m venv venv - source venv/bin/activate - pip install $GITHUB_WORKSPACE - cp $GITHUB_WORKSPACE/examples/beautiful_mnist.py . - PYTHONPATH=$GITHUB_WORKSPACE BS=2 STEPS=10 python beautiful_mnist.py - - name: Test Docs Build - run: python -m mkdocs build --strict - - name: Test Docs - run: | - python docs/abstractions2.py - python docs/abstractions3.py - - name: Test Quickstart - run: awk '/```python/{flag=1;next}/```/{flag=0}flag' docs/quickstart.md > quickstart.py && PYTHONPATH=. python quickstart.py - - name: Test DEBUG - run: DEBUG=100 python3 -c "from tinygrad import Tensor; N = 1024; a, b = Tensor.rand(N, N), Tensor.rand(N, N); c = (a.reshape(N, 1, N) * b.T.reshape(1, N, N)).sum(axis=2); print((c.numpy() - (a.numpy() @ b.numpy())).mean())" - - name: Compile EfficientNet to C and test it - run: | - CPU=1 PYTHONPATH="." python examples/compile_efficientnet.py > recognize.c - clang -O2 recognize.c -lm -o recognize - cat test/models/efficientnet/Chicken.jpg | ./recognize | grep cock - - autogen: - name: Autogen - runs-on: ubuntu-24.04 - timeout-minutes: 15 - steps: - - name: Checkout Code - uses: actions/checkout@v4 - - name: Setup Environment - uses: ./.github/actions/setup-tinygrad - with: - opencl: 'true' - amd: 'true' - cuda: 'true' - webgpu: 'true' - llvm: 'true' - - name: Install autogen support packages - run: sudo apt-get install -y --no-install-recommends llvm-14-dev libclang-14-dev - - name: Verify OpenCL autogen - run: | - cp tinygrad/runtime/autogen/opencl.py /tmp/opencl.py.bak - ./autogen_stubs.sh opencl - diff /tmp/opencl.py.bak tinygrad/runtime/autogen/opencl.py - - name: Verify CUDA autogen - run: | - cp tinygrad/runtime/autogen/cuda.py /tmp/cuda.py.bak - cp tinygrad/runtime/autogen/nv_gpu.py /tmp/nv_gpu.py.bak - ./autogen_stubs.sh cuda - ./autogen_stubs.sh nv - diff /tmp/cuda.py.bak tinygrad/runtime/autogen/cuda.py - diff /tmp/nv_gpu.py.bak tinygrad/runtime/autogen/nv_gpu.py - - name: Verify AMD autogen - run: | - cp tinygrad/runtime/autogen/hsa.py /tmp/hsa.py.bak - cp tinygrad/runtime/autogen/kfd.py /tmp/kfd.py.bak - cp tinygrad/runtime/autogen/comgr.py /tmp/comgr.py.bak - cp tinygrad/runtime/autogen/amd_gpu.py /tmp/amd_gpu.py.bak - cp tinygrad/runtime/autogen/sqtt.py /tmp/sqtt.py.bak - ./autogen_stubs.sh hsa - ./autogen_stubs.sh kfd - ./autogen_stubs.sh comgr - ./autogen_stubs.sh amd - ./autogen_stubs.sh sqtt - diff /tmp/hsa.py.bak tinygrad/runtime/autogen/hsa.py - diff /tmp/kfd.py.bak tinygrad/runtime/autogen/kfd.py - diff /tmp/comgr.py.bak tinygrad/runtime/autogen/comgr.py - diff /tmp/amd_gpu.py.bak tinygrad/runtime/autogen/amd_gpu.py - diff /tmp/sqtt.py.bak tinygrad/runtime/autogen/sqtt.py - - name: Verify Linux autogen - run: | - cp tinygrad/runtime/autogen/libc.py /tmp/libc.py.bak - cp tinygrad/runtime/autogen/io_uring.py /tmp/io_uring.py.bak - ./autogen_stubs.sh libc - ./autogen_stubs.sh io_uring - diff /tmp/libc.py.bak tinygrad/runtime/autogen/libc.py - diff /tmp/io_uring.py.bak tinygrad/runtime/autogen/io_uring.py - - name: Verify WebGPU autogen - run: | - cp tinygrad/runtime/autogen/webgpu.py /tmp/webgpu.py.bak - ./autogen_stubs.sh webgpu - diff /tmp/webgpu.py.bak tinygrad/runtime/autogen/webgpu.py - - name: Verify LLVM autogen - run: | - cp tinygrad/runtime/autogen/llvm.py /tmp/llvm.py.bak - ./autogen_stubs.sh llvm - diff /tmp/llvm.py.bak tinygrad/runtime/autogen/llvm.py - - torchbackend: - name: Torch Backend Tests - runs-on: ubuntu-latest - timeout-minutes: 15 - env: - IGNORE_OOB: 0 - steps: - - name: Checkout Code - uses: actions/checkout@v4 - - name: Setup Environment - uses: ./.github/actions/setup-tinygrad - with: - key: torch-backend-pillow-torchvision-et-pt - deps: testing_minimal - pydeps: "pillow torchvision expecttest" - llvm: 'true' - - name: Install ninja - run: | - sudo apt update || true - sudo apt install -y --no-install-recommends ninja-build - - name: Lint with ruff - run: | - pip3 install --upgrade --force-reinstall ruff==0.11.0 - python3 -m ruff check extra/torch_backend/backend.py - - name: Test one op - run: PYTHONPATH=. FORWARD_ONLY=1 TINY_BACKEND=1 python3 test/test_ops.py TestOps.test_add - - name: Test ResNet-18 - run: PYTHONPATH=. DEBUG=2 python3 extra/torch_backend/example.py - - name: My (custom) tests - run: PYTHONPATH=. python3 extra/torch_backend/test.py - - name: Test one op in torch tests - run: PYTHONPATH=. DEBUG=2 python3 extra/torch_backend/torch_tests.py TestTinyBackendPRIVATEUSE1.test_unary_log_tiny_float32 - - name: Test Ops with TINY_BACKEND - run: PYTHONPATH=. LLVM=1 LLVMOPT=0 TINY_BACKEND=1 python3 -m pytest -n auto test/test_ops.py --durations=20 - - name: Test in-place operations on views - run: PYTHONPATH=. TORCH_DEBUG=1 python3 extra/torch_backend/test_inplace.py - - name: Test multi-gpu - run: PYTHONPATH=. LLVM=1 GPUS=4 TORCH_DEBUG=1 python3 extra/torch_backend/test_multigpu.py - - torchbackendmore: - name: Torch Backend Tests More - runs-on: ubuntu-latest - timeout-minutes: 15 - env: - IGNORE_OOB: 0 - steps: - - name: Checkout Code - uses: actions/checkout@v4 - - name: Setup Environment - uses: ./.github/actions/setup-tinygrad - with: - key: torch-backend-pillow-torchvision-et-pt - deps: testing_minimal - llvm: 'true' - - name: Install ninja - run: | - sudo apt update || true - sudo apt install -y --no-install-recommends ninja-build - - name: Test beautiful_mnist in torch with TINY_BACKEND - run: SPLIT_REDUCEOP=0 FUSE_ARANGE=1 PYTHONPATH=. LLVM=1 TARGET_EVAL_ACC_PCT=96.0 TINY_BACKEND=1 python3 examples/other_mnist/beautiful_mnist_torch.py - - name: Test some torch tests (expect failure) - run: PYTHONPATH=. python3 -m pytest extra/torch_backend/torch_tests.py -v --tb=no || true - - tc: - name: Tensor Core tests - runs-on: ubuntu-latest - timeout-minutes: 10 - env: - IGNORE_OOB: 0 - steps: - - name: Checkout Code - uses: actions/checkout@v4 - - name: Setup Environment - uses: ./.github/actions/setup-tinygrad - with: - key: uops-minimal - deps: testing_minimal - - name: Test IMAGE=2 support - run: | - IMAGE=2 PYTHON=1 python3 test/test_ops.py TestOps.test_gemm - IMAGE=2 PYTHON=1 python3 test/test_ops.py TestOps.test_simple_conv2d - - name: Test emulated METAL tensor cores - run: | - DEBUG=2 EMULATE_METAL=1 FORWARD_ONLY=1 PYTHON=1 python3 test/test_ops.py TestOps.test_big_gemm - PYTHONPATH=. DEBUG=2 EMULATE_METAL=1 FORWARD_ONLY=1 PYTHON=1 python3 test/test_linearizer.py TestLinearizer.test_tensor_cores - PYTHONPATH=. DEBUG=2 EMULATE_METAL=1 FORWARD_ONLY=1 PYTHON=1 python3 test/test_linearizer.py TestLinearizer.test_tensor_cores_padded TestLinearizer.test_tensor_cores_padded_uops - - name: Test emulated AMX tensor cores - run: PYTHONPATH=. DEBUG=2 AMX=1 EMULATE_AMX=1 FORWARD_ONLY=1 PYTHON=1 python3 test/test_ops.py TestOps.test_gemm - - name: Test emulated AMD tensor cores - run: | - PYTHONPATH=. DEBUG=2 EMULATE_AMD=1 FORWARD_ONLY=1 PYTHON=1 N=16 HALF=1 ACC_HALF=0 python3 ./extra/gemm/simple_matmul.py - PYTHONPATH=. DEBUG=2 EMULATE_AMD=1 FORWARD_ONLY=1 PYTHON=1 N=64 HALF=1 ACC_HALF=0 python3 ./extra/gemm/simple_matmul.py - PYTHONPATH=. DEBUG=2 EMULATE_AMD=1 FORWARD_ONLY=1 PYTHON=1 N=16 HALF=1 ACC_HALF=1 python3 ./extra/gemm/simple_matmul.py - PYTHONPATH=. DEBUG=2 EMULATE_AMD=1 FORWARD_ONLY=1 PYTHON=1 N=64 HALF=1 ACC_HALF=1 python3 ./extra/gemm/simple_matmul.py - PYTHONPATH=. DEBUG=2 EMULATE_AMD=1 FORWARD_ONLY=1 PYTHON=1 python3 test/test_linearizer.py TestLinearizer.test_tensor_cores - PYTHONPATH=. DEBUG=2 EMULATE_AMD=1 FORWARD_ONLY=1 PYTHON=1 python3 test/test_linearizer.py TestLinearizer.test_tensor_cores_padded_amd TestLinearizer.test_tensor_cores_padded_uops - - name: Test emulated AMD MFMA tensor cores - run: | - PYTHONPATH=. DEBUG=2 EMULATE_AMD_MFMA=1 FORWARD_ONLY=1 PYTHON=1 N=64 HALF=1 ACC_HALF=0 python3 ./extra/gemm/simple_matmul.py - PYTHONPATH=. DEBUG=2 EMULATE_AMD_MFMA=1 FORWARD_ONLY=1 PYTHON=1 python3 test/test_linearizer.py TestLinearizer.test_tensor_cores - PYTHONPATH=. DEBUG=2 EMULATE_AMD_MFMA=1 FORWARD_ONLY=1 PYTHON=1 python3 test/test_linearizer.py TestLinearizer.test_tensor_cores_padded TestLinearizer.test_tensor_cores_padded_uops - - name: Test emulated AMD RDNA4 tensor cores - run: | - PYTHONPATH=. DEBUG=2 EMULATE_AMD_RDNA4=1 FORWARD_ONLY=1 PYTHON=1 N=16 HALF=1 ACC_HALF=0 python3 ./extra/gemm/simple_matmul.py - PYTHONPATH=. DEBUG=2 EMULATE_AMD_RDNA4=1 FORWARD_ONLY=1 PYTHON=1 N=64 HALF=1 ACC_HALF=0 python3 ./extra/gemm/simple_matmul.py - PYTHONPATH=. DEBUG=2 EMULATE_AMD_RDNA4=1 FORWARD_ONLY=1 PYTHON=1 N=16 HALF=1 ACC_HALF=1 python3 ./extra/gemm/simple_matmul.py - PYTHONPATH=. DEBUG=2 EMULATE_AMD_RDNA4=1 FORWARD_ONLY=1 PYTHON=1 N=64 HALF=1 ACC_HALF=1 python3 ./extra/gemm/simple_matmul.py - PYTHONPATH=. DEBUG=2 EMULATE_AMD_RDNA4=1 FORWARD_ONLY=1 PYTHON=1 python3 test/test_linearizer.py TestLinearizer.test_tensor_cores - PYTHONPATH=. DEBUG=2 EMULATE_AMD_RDNA4=1 FORWARD_ONLY=1 PYTHON=1 python3 test/test_linearizer.py TestLinearizer.test_tensor_cores_padded TestLinearizer.test_tensor_cores_padded_uops - - name: Test emulated CUDA tensor cores - run: | - DEBUG=2 EMULATE_CUDA=1 FORWARD_ONLY=1 PYTHON=1 python3 test/test_ops.py TestOps.test_gemm_fp16 - DEBUG=2 EMULATE_CUDA=1 ALLOW_TF32=1 FORWARD_ONLY=1 PYTHON=1 python3 test/test_ops.py TestOps.test_gemm - DEBUG=2 EMULATE_CUDA_SM75=1 FORWARD_ONLY=1 PYTHON=1 python3 test/test_ops.py TestOps.test_gemm_fp16 - PYTHONPATH="." DEBUG=2 EMULATE_CUDA=1 ALLOW_TF32=1 FORWARD_ONLY=1 PYTHON=1 python3 test/test_linearizer.py TestLinearizer.test_tensor_cores - PYTHONPATH="." DEBUG=2 EMULATE_CUDA=1 ALLOW_TF32=1 FORWARD_ONLY=1 PYTHON=1 python3 test/test_linearizer.py TestLinearizer.test_tensor_cores_padded TestLinearizer.test_tensor_cores_padded_uops - - name: Test emulated INTEL OpenCL tensor cores - run: DEBUG=2 EMULATE_INTEL=1 FORWARD_ONLY=1 PYTHON=1 HALF=1 N=64 python3 ./extra/gemm/simple_matmul.py - - name: Full test tensor cores - run: | - PYTHONPATH=. DEBUG=2 EMULATE_METAL=1 FORWARD_ONLY=1 PYTHON=1 python3 ./test/test_linearizer.py TestLinearizer.test_tensor_cores - PYTHONPATH=. DEBUG=2 EMULATE_AMD=1 FORWARD_ONLY=1 PYTHON=1 python3 ./test/test_linearizer.py TestLinearizer.test_tensor_cores - PYTHONPATH=. DEBUG=2 EMULATE_CUDA=1 ALLOW_TF32=1 FORWARD_ONLY=1 PYTHON=1 python3 ./test/test_linearizer.py TestLinearizer.test_tensor_cores - PYTHONPATH=. DEBUG=2 EMULATE_INTEL=1 FORWARD_ONLY=1 PYTHON=1 python3 ./test/test_linearizer.py TestLinearizer.test_tensor_cores - PYTHONPATH=. DEBUG=2 AMX=1 EMULATE_AMX=1 FORWARD_ONLY=1 PYTHON=1 python3 ./test/test_linearizer.py TestLinearizer.test_tensor_cores - - name: Test tensor cores (TC=3) - run: | - PYTHONPATH=. DEBUG=2 PYTHON=1 EMULATE_METAL=1 python3 ./test/test_linearizer.py TestLinearizer.test_tensor_cores_emulation - PYTHONPATH=. DEBUG=2 PYTHON=1 EMULATE_AMD=1 python3 ./test/test_linearizer.py TestLinearizer.test_tensor_cores_emulation - PYTHONPATH=. DEBUG=2 PYTHON=1 EMULATE_AMD_MFMA=1 python3 ./test/test_linearizer.py TestLinearizer.test_tensor_cores_emulation - PYTHONPATH=. DEBUG=2 PYTHON=1 EMULATE_CUDA=1 python3 ./test/test_linearizer.py TestLinearizer.test_tensor_cores_emulation - PYTHONPATH=. DEBUG=2 PYTHON=1 EMULATE_INTEL=1 python3 ./test/test_linearizer.py TestLinearizer.test_tensor_cores_emulation - PYTHONPATH=. DEBUG=2 PYTHON=1 EMULATE_AMX=1 AMX=1 python3 ./test/test_linearizer.py TestLinearizer.test_tensor_cores_emulation - - name: Test device flop counts - run: | - PYTHONPATH=. DEBUG=2 EMULATE_METAL=1 PYTHON=1 python3 ./test/test_uops_stats.py TestUOpsStatsMatmulHalf - PYTHONPATH=. DEBUG=2 EMULATE_AMD=1 PYTHON=1 python3 ./test/test_uops_stats.py TestUOpsStatsMatmulHalf - PYTHONPATH=. DEBUG=2 EMULATE_CUDA=1 PYTHON=1 python3 ./test/test_uops_stats.py TestUOpsStatsMatmulHalf - PYTHONPATH=. DEBUG=2 EMULATE_INTEL=1 PYTHON=1 python3 ./test/test_uops_stats.py TestUOpsStatsMatmulHalf - PYTHONPATH=. DEBUG=2 AMX=1 EMULATE_AMX=1 PYTHON=1 python3 ./test/test_uops_stats.py TestUOpsStats.test_simple_matmul - - bepython: - name: Python Backend - runs-on: ubuntu-latest - timeout-minutes: 10 - env: - IGNORE_OOB: 0 - steps: - - name: Checkout Code - uses: actions/checkout@v4 - - name: Setup Environment - uses: ./.github/actions/setup-tinygrad - with: - key: be-minimal - deps: testing_minimal - - name: Test dtype with Python emulator - run: DEBUG=1 PYTHONPATH=. PYTHON=1 python3 -m pytest -n=auto test/test_dtype.py test/test_dtype_alu.py - - name: Test ops with Python emulator - run: DEBUG=2 PYTHON=1 python3 -m pytest -n=auto test/test_ops.py -k "not (test_split or test_simple_cumsum or test_cumsum or test_einsum or test_dot or test_dot_1d or test_big_gemm or test_broadcastdot or test_multidot or test_var_axis or test_std_axis or test_broadcast_full or test_broadcast_partial or test_simple_conv3d or test_dilated_conv_transpose2d or test_simple_conv_transpose3d or test_large_input_conv2d or test_max_pool2d or test_max_pool2d_simple or test_max_pool2d_bigger_stride or test_avg_pool2d or test_cat or test_scaled_product_attention or test_scaled_product_attention_causal or test_slice_fancy_indexing_dim_inject_none or test_slice_fancy_indexing_list_indices or test_slice_fancy_indexing_no_dim_collapse or test_slice_fancy_indexing_tuple_indices or test_slice_fancy_indexing_list_with_tensors or test_slice_fancy_indexing_dim_collapse_int or test_interpolate_bilinear or test_interpolate_bilinear_corners_aligned or test_scaled_dot_product_attention or test_cummax or test_simple_cummax or test_logcumsumexp or test_sort or test_cumprod)" --durations=20 - - name: Test uops with Python emulator - run: PYTHON=1 python3 -m pytest test/test_uops.py --durations=20 - - name: Test symbolic with Python emulator - run: PYTHONPATH=. PYTHON=1 python3 test/test_symbolic_ops.py - - name: test_linearizer_failures with Python emulator - run: PYTHONPATH=. PYTHON=1 python3 -m pytest -rA test/test_linearizer_failures.py::TestLinearizerFailures::test_failure_1 - - name: test_renderer_failures with Python emulator - run: PYTHONPATH=. PYTHON=1 python3 -m pytest -rA test/test_renderer_failures.py::TestRendererFailures - - linter: - name: Linters - runs-on: ubuntu-latest - timeout-minutes: 10 - - # TODO: run the pre-commit hook to replace a lot of this - steps: - - name: Checkout Code - uses: actions/checkout@v4 - - name: Setup Environment - uses: ./.github/actions/setup-tinygrad - with: - key: linting-only - python-version: '3.10' - deps: linting - - name: Lint bad-indentation and trailing-whitespace with pylint - run: python -m pylint --disable=all -e W0311 -e C0303 --jobs=0 --indent-string=' ' --recursive=y . - - name: Lint with ruff - run: | - pip3 install --upgrade --force-reinstall ruff==0.11.0 - python3 -m ruff check . - python3 -m ruff check examples/mlperf/model_train.py --ignore E501 - - name: Lint tinygrad with pylint - run: python -m pylint tinygrad/ - - name: Run mypy - run: python -m mypy --strict-equality --lineprecision-report . && cat lineprecision.txt - - unittest: - name: Unit Tests - runs-on: ubuntu-latest - timeout-minutes: 10 - - steps: - - name: Checkout Code - uses: actions/checkout@v4 - - name: Setup Environment - uses: ./.github/actions/setup-tinygrad - with: - key: unittest-12 - pydeps: "pillow" - deps: testing_unit - - name: Test README - run: awk '/```python/{flag=1;next}/```/{flag=0}flag' README.md > README.py && PYTHONPATH=. python README.py - - name: Run unit tests - run: PYTHONPATH="." python -m pytest -n=auto test/unit/ --durations=20 - - name: Run targetted tests on NULL backend - run: PYTHONPATH="." NULL=1 python3 test/test_multitensor.py TestMultiTensor.test_data_parallel_resnet_train_step - - name: Run SDXL on NULL backend - run: MAX_BUFFER_SIZE=0 PYTHONPATH="." NULL=1 DEBUG=1 python3 examples/sdxl.py --seed 0 --noshow --timing --fakeweights - # TODO: support fake weights - #- name: Run LLaMA 7B on 4 fake devices - # run: NULL=1 python3 examples/llama.py --gen 1 --size 7B --shard 4 --prompt "Hello." --count 3 --temperature 0 --timing - - name: Run GC tests - run: PYTHONPATH="." python test/external/external_uop_gc.py - - name: Run process replay tests - uses: ./.github/actions/process-replay - - name: Repo line count < 14000 lines - run: MAX_LINE_COUNT=14000 python sz.py - - fuzzing: - name: Fuzzing - runs-on: ubuntu-latest - timeout-minutes: 10 - steps: - - name: Checkout Code - uses: actions/checkout@v4 - - name: Setup Environment - uses: ./.github/actions/setup-tinygrad - with: - key: fuzzing-unit - deps: testing_unit - - name: Fuzz Test symbolic - run: python test/external/fuzz_symbolic.py - - name: Fuzz Test fast idiv - run: python test/external/fuzz_fast_idiv.py - - name: Fuzz Test shapetracker - run: | - PYTHONPATH="." python test/external/fuzz_shapetracker.py - PYTHONPATH="." python test/external/fuzz_shapetracker_math.py - - name: Fuzz Test shape ops - run: python test/external/fuzz_shape_ops.py - - testgpuimage: - name: 'GPU IMAGE Tests' - runs-on: ubuntu-22.04 - timeout-minutes: 10 - env: - IGNORE_OOB: 0 - steps: - - name: Checkout Code - uses: actions/checkout@v4 - - name: Setup Environment - uses: ./.github/actions/setup-tinygrad - with: - key: gpu-image - deps: testing_minimal - opencl: 'true' - - name: Run Kernel Count Test - run: PYTHONPATH="." GPU=1 python -m pytest -n=auto test/external/external_test_opt.py - - name: Test WINO=1 - run: GPU=1 DEBUG=2 WINO=1 python3 test/test_ops.py TestOps.test_simple_conv2d - - name: Test GPU IMAGE=2 ops + training - run: | - PYTHONPATH="." GPU=1 IMAGE=2 python -m pytest -n=auto test/test_ops.py --durations=20 - PYTHONPATH="." GPU=1 IMAGE=2 python3 test/models/test_end2end.py TestEnd2End.test_linear_mnist - - name: Run fused optimizer tests - run: PYTHONPATH="." GPU=1 FUSE_OPTIM=1 python -m pytest -n=auto test/models/test_mnist.py - - name: Run process replay tests - uses: ./.github/actions/process-replay - - testopenpilot: - name: 'openpilot Compile Tests' - runs-on: ubuntu-22.04 - timeout-minutes: 10 - env: - IGNORE_OOB: 0 - steps: - - name: Checkout Code - uses: actions/checkout@v4 - - name: Setup Environment - uses: ./.github/actions/setup-tinygrad - with: - key: openpilot-compile - deps: testing - opencl: 'true' - llvm: 'true' - - name: Test openpilot model kernel count and gate usage - run: | - PYTHONPATH="." ALLOWED_KERNEL_COUNT=209 ALLOWED_READ_IMAGE=2137 ALLOWED_GATED_READ_IMAGE=29 FLOAT16=0 GPU=1 IMAGE=2 python examples/openpilot/compile3.py https://github.com/commaai/openpilot/raw/v0.9.4/selfdrive/modeld/models/supercombo.onnx - - name: Test openpilot alt model correctness (float32) - run: PYTHONPATH="." FLOAT16=0 DEBUGCL=1 GPU=1 IMAGE=2 python examples/openpilot/compile3.py https://github.com/commaai/openpilot/raw/3799fe46b3a629e491d4b8498b8ae83e4c88c304/selfdrive/modeld/models/supercombo.onnx - - name: Test openpilot fastvits model correctness (float32) - run: PYTHONPATH="." FLOAT16=0 DEBUGCL=1 GPU=1 IMAGE=2 python examples/openpilot/compile3.py https://github.com/commaai/openpilot/raw/9118973ed03c1ae1d40cf69a29507ec2cc78efd7/selfdrive/modeld/models/supercombo.onnx - - name: Test openpilot LLVM compile - run: PYTHONPATH="." LLVM=1 LLVMOPT=1 JIT=2 BEAM=0 IMAGE=0 python examples/openpilot/compile3.py https://github.com/commaai/openpilot/raw/9118973ed03c1ae1d40cf69a29507ec2cc78efd7/selfdrive/modeld/models/supercombo.onnx - - name: Run process replay tests - uses: ./.github/actions/process-replay - - testonnxcpu: - name: 'ONNX (CPU) Tests' - runs-on: ubuntu-22.04 - timeout-minutes: 20 - env: - IGNORE_OOB: 0 - - steps: - - name: Checkout Code - uses: actions/checkout@v4 - - name: Setup Environment - uses: ./.github/actions/setup-tinygrad - with: - key: onnxoptc - deps: testing - python-version: '3.11' - llvm: 'true' - - name: Test ONNX (CPU) - run: CPU=1 python -m pytest -n=auto test/external/external_test_onnx_backend.py --durations=20 - - name: Test ONNX (LLVM) - run: LLVM=1 python -m pytest -n=auto test/external/external_test_onnx_backend.py --durations=20 - - name: Test Additional ONNX Ops (CPU) - run: CPU=1 PYTHONPATH=. python3 test/external/external_test_onnx_ops.py - - name: Test Quantize ONNX - run: CPU=1 PYTHONPATH=. python3 test/test_quantize_onnx.py - - name: Run REMOTE=1 Test - run: | - REMOTEDEV=CPU REMOTE=1 python3 -m pytest test/test_tiny.py test/test_jit.py test/test_multitensor.py - - name: Run process replay tests - uses: ./.github/actions/process-replay - - testopencl: - name: 'ONNX (GPU)+Optimization Tests' - runs-on: ubuntu-22.04 - timeout-minutes: 20 - env: - IGNORE_OOB: 0 - - steps: - - name: Checkout Code - uses: actions/checkout@v4 - - name: Setup Environment - uses: ./.github/actions/setup-tinygrad - with: - key: onnxoptl - deps: testing - pydeps: "tensorflow==2.15.1 tensorflow_addons" - python-version: '3.11' - opencl: 'true' - - name: Test ONNX (GPU) - run: GPU=1 python -m pytest -n=auto test/external/external_test_onnx_backend.py --durations=20 - - name: Run REMOTE=1 Test - run: | - REMOTEDEV=GPU REMOTE=1 python3 -m pytest test/test_tiny.py test/test_image_dtype.py test/test_jit.py - REMOTEDEV=GPU IMAGE=2 REMOTE=1 python3 -m pytest test/test_tiny.py test/test_image_dtype.py - - name: Test Optimization Helpers - run: PYTHONPATH="." DEBUG=1 python3 extra/optimization/test_helpers.py - - name: Test Action Space - run: PYTHONPATH="." DEBUG=1 GPU=1 python3 extra/optimization/get_action_space.py - - name: Test Beam Search - run: PYTHONPATH="." GPU=1 IGNORE_BEAM_CACHE=1 python3 -m pytest extra/optimization/test_beam_search.py - - name: Test MLPerf stuff - run: GPU=1 python -m pytest -n=auto test/external/external_test_optim.py test/external/external_test_losses.py test/external/external_test_metrics.py test/external/external_test_datasets.py --durations=20 - - name: Run handcode_opt - run: PYTHONPATH=. MODEL=resnet GPU=1 DEBUG=1 BS=4 HALF=0 python3 examples/handcode_opt.py - - name: Run process replay tests - uses: ./.github/actions/process-replay - - testmodels: - name: Models (llvm+cpu+gpu) - runs-on: ubuntu-22.04 - timeout-minutes: 15 - env: - IGNORE_OOB: 0 - steps: - - name: Checkout Code - uses: actions/checkout@v4 - - name: Setup Environment - uses: ./.github/actions/setup-tinygrad - with: - key: models - deps: testing - opencl: 'true' - llvm: 'true' - - name: Test models (llvm) - run: LLVM=1 python -m pytest -n=auto test/models --durations=20 - - name: Test models (gpu) - run: GPU=1 python -m pytest -n=auto test/models --durations=20 - - name: Test models (cpu) - run: CPU=1 python -m pytest -n=auto test/models --durations=20 - - name: Run process replay tests - uses: ./.github/actions/process-replay - - testdsp: - name: Linux (DSP) - runs-on: ubuntu-24.04 - timeout-minutes: 15 - env: - IGNORE_OOB: 0 - steps: - - name: Checkout Code - uses: actions/checkout@v4 - - name: Setup Environment - uses: ./.github/actions/setup-tinygrad - with: - key: dsp-minimal - deps: testing_minimal - pydeps: "onnx==1.17.0 onnxruntime pillow" - llvm: "true" - - name: Set up Docker Buildx - uses: docker/setup-buildx-action@v3 - - name: Build QEMU Docker with cache - uses: docker/build-push-action@v4 - with: - file: extra/dsp/Dockerfile - push: false - load: true - tags: qemu-hexagon:latest - cache-from: type=gha - cache-to: type=gha,mode=min - - name: Set MOCKDSP env - run: printf "MOCKDSP=1" >> $GITHUB_ENV - - name: Run test_tiny on DSP - run: DEBUG=2 DSP=1 python test/test_tiny.py - - name: Test transcendentals - run: CC=clang-19 PYTHONPATH="." DEBUG=2 DSP=1 python test/test_transcendental.py TestTranscendentalVectorized - - name: Test quantize onnx - run: PYTHONPATH="." DEBUG=2 DSP=1 python3 test/test_quantize_onnx.py - - name: Test LLVM=1 DEVECTORIZE=0 - run: LLVM=1 DEVECTORIZE=0 python3 -m pytest -n auto test/test_tiny.py test/test_ops.py -k "not test_avg_pool3d_failure" - - name: Test LLVM=1 DEVECTORIZE=0 for model - run: PYTHONPATH="." LLVM=1 DEVECTORIZE=0 python3 test/models/test_efficientnet.py - - name: Test CPU=1 DEVECTORIZE=0 - run: CPU=1 DEVECTORIZE=0 python3 -m pytest -n auto test/test_tiny.py test/test_ops.py -k "not test_avg_pool3d_failure" - - testwebgpu: - name: Linux (WebGPU) - runs-on: ubuntu-22.04 - timeout-minutes: 20 - steps: - - name: Checkout Code - uses: actions/checkout@v4 - - name: Setup Environment - uses: ./.github/actions/setup-tinygrad - with: - key: webgpu-minimal - deps: testing_minimal - python-version: '3.11' - webgpu: 'true' - - name: Check Device.DEFAULT (WEBGPU) and print some source - run: | - WEBGPU=1 python -c "from tinygrad import Device; assert Device.DEFAULT == 'WEBGPU', Device.DEFAULT" - WEBGPU=1 DEBUG=4 FORWARD_ONLY=1 python3 test/test_ops.py TestOps.test_add - - name: Run selected webgpu tests - run: | - WEBGPU=1 WEBGPU_BACKEND="WGPUBackendType_Vulkan" python3 -m pytest -n=auto test/ --ignore=test/models --ignore=test/unit \ - --ignore=test/test_copy_speed.py --ignore=test/test_rearrange_einops.py \ - --ignore=test/test_fuzz_shape_ops.py --ignore=test/test_linearizer_failures.py --durations=20 - - name: Run process replay tests - uses: ./.github/actions/process-replay - - testamd: - strategy: - fail-fast: false - matrix: - backend: [amd, amdllvm] - - name: Linux (${{ matrix.backend }}) - runs-on: ubuntu-22.04 - timeout-minutes: 20 - env: - IGNORE_OOB: 0 - AMD: 1 - MOCKGPU: 1 - FORWARD_ONLY: 1 - AMD_LLVM: ${{ matrix.backend == 'amdllvm' && '1' || matrix.backend != 'amdllvm' && '0' }} - PYTHONPATH: ${{ github.workspace }} - steps: - - name: Checkout Code - uses: actions/checkout@v4 - - name: Setup Environment - uses: ./.github/actions/setup-tinygrad - with: - key: ${{ matrix.backend }}-minimal - deps: testing_minimal - amd: 'true' - llvm: ${{ matrix.backend == 'amdllvm' && 'true' }} - - name: Check Device.DEFAULT and print some source - run: | - python3 -c "from tinygrad import Device; assert Device.DEFAULT in ['AMD'], Device.DEFAULT" - DEBUG=5 FORWARD_ONLY=1 python3 test/test_ops.py TestOps.test_add - - name: Run LLVM test - if: matrix.backend=='amdllvm' - run: python test/test_amd_llvm.py - - name: Run pytest (amd) - run: python -m pytest -n=auto test/test_ops.py test/test_dtype.py test/test_dtype_alu.py test/test_linearizer.py test/test_randomness.py test/test_jit.py test/test_graph.py test/test_multitensor.py test/test_hcq.py test/external/external_test_am.py --durations=20 - - name: Run TRANSCENDENTAL math - run: TRANSCENDENTAL=2 python -m pytest -n=auto test/test_ops.py::TestOps::test_sin test/test_ops.py::TestOps::test_cos test/test_ops.py::TestOps::test_tan test/test_ops.py::TestOps::test_exp test/test_ops.py::TestOps::test_log --durations=20 - - name: Run TestOps.test_add with SQTT - run: | - PROFILE=1 SQTT=1 DEBUG=5 python3 test/test_ops.py TestOps.test_add - extra/sqtt/rgptool.py create "/tmp/profile.pkl.$USER" -o /tmp/gpu0.rgp - - name: Run process replay tests - uses: ./.github/actions/process-replay - - testnvidia: - strategy: - fail-fast: false - matrix: - backend: [ptx, nv] - - name: Linux (${{ matrix.backend }}) - runs-on: ubuntu-22.04 - timeout-minutes: 20 - - steps: - - name: Checkout Code - uses: actions/checkout@v4 - - name: Setup Environment - uses: ./.github/actions/setup-tinygrad - with: - key: ${{ matrix.backend }}-minimal - deps: testing_minimal - cuda: 'true' - - name: Set env - run: printf "${{ matrix.backend == 'PTX' && 'FORWARD_ONLY=1\nJIT=1\nOPT=2\nCUDA=1\nPTX=1\nMOCKGPU=1' || matrix.backend == 'nv' && 'NV=1\nMOCKGPU=1\nFORWARD_ONLY=1' }}" >> $GITHUB_ENV - - name: Check Device.DEFAULT and print some source - run: | - PYTHONPATH=${{ github.workspace }} python3 -c "from tinygrad import Device; assert Device.DEFAULT in ['CUDA','NV'], Device.DEFAULT" - DEBUG=5 PYTHONPATH=${{ github.workspace }} FORWARD_ONLY=1 python3 test/test_ops.py TestOps.test_add - - name: Run pytest (cuda) - # skip multitensor because it's slow - run: python -m pytest -n=auto test/ --ignore=test/models --ignore=test/unit --ignore test/test_gc.py --ignore test/test_multitensor.py --durations=20 - - name: Run process replay tests - uses: ./.github/actions/process-replay - - tests: - strategy: - fail-fast: false - matrix: - backend: [llvm, cpu, gpu] - - name: Linux (${{ matrix.backend }}) - runs-on: ubuntu-22.04 - timeout-minutes: 20 - env: - IGNORE_OOB: 0 - - steps: - - name: Checkout Code - uses: actions/checkout@v4 - - name: Setup Environment - uses: ./.github/actions/setup-tinygrad - with: - key: ${{ matrix.backend }}-minimal - deps: testing_minimal - opencl: ${{ matrix.backend == 'gpu' && 'true' }} - llvm: ${{ matrix.backend == 'llvm' && 'true' }} - - name: Set env - run: printf "${{ matrix.backend == 'llvm' && 'LLVM=1' || matrix.backend == 'cpu' && 'CPU=1' || matrix.backend == 'gpu' && 'GPU=1' }}" >> $GITHUB_ENV - - name: Check Device.DEFAULT and print some source - run: | - PYTHONPATH=${{ github.workspace }} python3 -c "from tinygrad import Device; assert Device.DEFAULT in ['LLVM','CPU','GPU'], Device.DEFAULT" - DEBUG=5 PYTHONPATH=${{ github.workspace }} FORWARD_ONLY=1 python3 test/test_ops.py TestOps.test_add - - name: Run pytest (not cuda) - run: python -m pytest -n=auto test/ --ignore=test/models --ignore=test/unit --durations=20 - - name: Run TRANSCENDENTAL math - run: TRANSCENDENTAL=2 python -m pytest -n=auto test/test_ops.py::TestOps::test_sin test/test_ops.py::TestOps::test_cos test/test_ops.py::TestOps::test_tan test/test_ops.py::TestOps::test_exp test/test_ops.py::TestOps::test_log --durations=20 - - name: Run process replay tests - uses: ./.github/actions/process-replay - -# ****** OSX Tests ****** - - testmetal2: - name: MacOS (unit) - runs-on: macos-14 - timeout-minutes: 20 - env: - IGNORE_OOB: 0 - - steps: - - name: Checkout Code - uses: actions/checkout@v4 - - name: Setup Environment - uses: ./.github/actions/setup-tinygrad - with: - key: metal2 - deps: testing - python-version: '3.11' - amd: 'true' - cuda: 'true' - llvm: 'true' - - name: Run real world test - run: METAL=1 python -m pytest -n=auto test/models/test_real_world.py --durations=20 - - name: Test models (Metal) - run: METAL=1 python -m pytest -n=auto test/models -v --durations=20 - - name: Run ONNX - run: METAL=1 python -m pytest -n=auto test/external/external_test_onnx_backend.py --durations=20 - - name: Test tensor core ops (fake) - run: TC=2 METAL=1 DEBUG=3 python test/test_ops.py TestOps.test_gemm - - name: Test tensor core ops (real) - run: METAL=1 DEBUG=3 python test/test_ops.py TestOps.test_big_gemm - - name: Test LLaMA compile speed - run: PYTHONPATH="." METAL=1 python test/external/external_test_speed_llama.py - - name: Test Beam Search - run: PYTHONPATH="." METAL=1 IGNORE_BEAM_CACHE=1 python3 -m pytest extra/optimization/test_beam_search.py - - name: Fuzz Test linearizer - run: PYTHONPATH="." METAL=1 DEPTH=4 FUZZ_N=50 FUZZ_MAX_SIZE=1000000 python test/external/fuzz_linearizer.py - - name: Run TRANSCENDENTAL math - run: TRANSCENDENTAL=2 python -m pytest -n=auto test/test_ops.py::TestOps::test_sin test/test_ops.py::TestOps::test_cos test/test_ops.py::TestOps::test_tan test/test_ops.py::TestOps::test_exp test/test_ops.py::TestOps::test_log --durations=20 - - name: Run pytest (amd) - env: - MOCKGPU: 1 - AMD: 1 - FORWARD_ONLY: 1 - run: | - python3 -m pytest -n=auto test/test_hcq.py test/test_tiny.py --durations=20 - - name: Run pytest (amd with llvm backend) - env: - MOCKGPU: 1 - AMD: 1 - AMD_LLVM: 1 - FORWARD_ONLY: 1 - run: | - python -m pytest -n=auto test/test_hcq.py test/test_tiny.py test/test_amd_llvm.py --durations=20 - - name: Run pytest (ptx) - env: - MOCKGPU: 1 - PTX: 1 - NV: 1 - FORWARD_ONLY: 1 - run: | - python3 -m pytest -n=auto test/test_hcq.py test/test_tiny.py --durations=20 - - name: Run process replay tests - uses: ./.github/actions/process-replay - - osxwebgpu: - name: MacOS (WebGPU) - runs-on: macos-14 - timeout-minutes: 10 - steps: - - name: Checkout Code - uses: actions/checkout@v4 - - name: Setup Environment - uses: ./.github/actions/setup-tinygrad - with: - key: osx-webgpu - deps: testing_minimal - webgpu: 'true' - - name: Test infinity math in WGSL - run: WEBGPU=1 python -m pytest -n=auto test/test_renderer_failures.py::TestWGSLFailures::test_multiply_infinity --durations=20 - - name: Build WEBGPU Efficientnet - run: WEBGPU=1 WEBGPU_BACKEND="WGPUBackendType_Metal" python3 -m examples.compile_efficientnet - - name: Clean npm cache - run: npm cache clean --force - - name: Install Puppeteer - run: npm install puppeteer - - name: Run WEBGPU Efficientnet - run: node test/web/test_webgpu.js - - name: Run VIZ tests as external package - run: | - mkdir $GITHUB_WORKSPACE/test_dir - cd $GITHUB_WORKSPACE/test_dir - python -m venv venv - source venv/bin/activate - pip install $GITHUB_WORKSPACE - cp $GITHUB_WORKSPACE/test/web/test_viz.js . - node test_viz.js - - osxremote: - name: MacOS (remote metal) - runs-on: macos-15 - timeout-minutes: 10 - env: - REMOTE: 1 - REMOTEDEV: METAL - steps: - - name: Checkout Code - uses: actions/checkout@v4 - - name: Setup Environment - uses: ./.github/actions/setup-tinygrad - with: - key: macos-remote - deps: testing_minimal - - name: Check Device.DEFAULT and print some source - run: | - python -c "from tinygrad import Device; assert Device.DEFAULT == 'REMOTE', Device.DEFAULT" - python -c "from tinygrad import Device; assert Device.default.properties.real_device == 'METAL', Device.default.properties.real_device" - DEBUG=4 python3 test/test_tiny.py TestTiny.test_plus - - name: Run REMOTE=1 Test - run: | - python3 -m pytest test/test_tiny.py test/test_jit.py test/test_subbuffer.py test/test_graph.py test/test_multitensor.py test/test_tensor_variable.py - - amdremote: - name: Linux (remote amd) - runs-on: ubuntu-22.04 - timeout-minutes: 20 - env: - REMOTE: 1 - REMOTEDEV: 'AMD' - PYTHONPATH: ${{ github.workspace }} - MOCKGPU: 1 - steps: - - name: Checkout Code - uses: actions/checkout@v4 - - name: Setup Environment - uses: ./.github/actions/setup-tinygrad - with: - key: linux-remote-amd - deps: testing_minimal - amd: 'true' - llvm: 'true' - - name: Check Device.DEFAULT and print some source - run: | - python -c "from tinygrad import Device; assert Device.DEFAULT == 'REMOTE', Device.DEFAULT" - python -c "from tinygrad import Device; assert Device.default.properties.real_device == 'AMD', Device.default.properties.real_device" - DEBUG=4 python3 test/test_tiny.py TestTiny.test_plus - - name: Run REMOTE=1 Test - run: | - python3 -m pytest test/test_tiny.py test/test_jit.py test/test_subbuffer.py test/test_graph.py test/test_multitensor.py test/test_tensor_variable.py - - osxtests: - strategy: - fail-fast: false - matrix: - backend: [metal, llvm, cpu] - name: MacOS (${{ matrix.backend }}) - runs-on: macos-15 - timeout-minutes: 20 - env: - IGNORE_OOB: 0 - steps: - - name: Checkout Code - uses: actions/checkout@v4 - - name: Setup Environment - uses: ./.github/actions/setup-tinygrad - with: - key: macos-${{ matrix.backend }}-minimal - deps: testing_minimal - llvm: ${{ matrix.backend == 'llvm' && 'true' }} - - name: Set env - run: printf "${{ matrix.backend == 'llvm' && 'LLVM=1' || matrix.backend == 'cpu' && 'CPU=1' || matrix.backend == 'metal' && 'METAL=1'}}" >> $GITHUB_ENV - - name: Check Device.DEFAULT and print some source - run: | - python -c "from tinygrad import Device; assert Device.DEFAULT == '${{ matrix.backend }}'.upper(), Device.DEFAULT" - DEBUG=4 python3 test/test_tiny.py TestTiny.test_plus - - name: Run pytest (${{ matrix.backend }}) - run: python3 -m pytest -n=auto test/ --ignore=test/models --ignore=test/unit --durations=20 - - name: Run process replay tests - uses: ./.github/actions/process-replay - - name: Run macOS-specific unit test - if: matrix.backend == 'cpu' - run: python3 -m pytest test/unit/test_disk_tensor.py::TestDiskTensor::test_copy_to_cpu_not_truncated - -# ****** Windows Tests ****** - - wintests: - strategy: - fail-fast: false - matrix: - backend: [llvm, cpu] - - name: Windows (${{ matrix.backend }}) - runs-on: windows-latest - timeout-minutes: 15 - env: - IGNORE_OOB: 0 - steps: - - name: Checkout Code - uses: actions/checkout@v4 - - name: Setup Environment - uses: ./.github/actions/setup-tinygrad - with: - key: windows-minimal - deps: testing_unit - - name: Set env - shell: bash - run: printf "${{ matrix.backend == 'llvm' && 'LLVM=1' || matrix.backend == 'cpu' && 'CPU=1'}}" >> $GITHUB_ENV - - name: Run unit tests - if: matrix.backend=='llvm' - run: python -m pytest -n=auto test/unit/ --ignore=test/unit/test_disk_tensor.py --ignore=test/unit/test_elf.py --ignore=test/unit/test_tar.py - - name: Run pytest (${{ matrix.backend }}) - shell: bash - run: | - python -c "from tinygrad import Device; assert Device.DEFAULT == '${{ matrix.backend }}'.upper(), Device.DEFAULT" - python -m pytest -n=auto test/test_tiny.py test/test_ops.py --durations=20 diff --git a/tinygrad/.gitignore b/tinygrad/.gitignore deleted file mode 100644 index fd1a734b..00000000 --- a/tinygrad/.gitignore +++ /dev/null @@ -1,64 +0,0 @@ -__pycache__ -.venv/ -.venv-*/ -.vscode -.DS_Store -notebooks -.*.swp -.*.swo -*.pyc -*.so -*.txt -build -!examples/tinychat/assets/cdn.jsdelivr.net/npm/purecss@3.0.0/build/ -/dist -*.egg-info -/env -a.out -boxes.jpg -pandecode.dump -vertex.bin -recognize* -.idea -*.prof -extra/disassemblers/applegpu -extra/datasets/cifar-10-python.tar.gz -extra/datasets/librispeech/ -extra/datasets/imagenet/ -extra/datasets/wiki/ -extra/datasets/kits19 -extra/datasets/kits19/ -extra/datasets/squad/ -extra/datasets/img_align_celeba* -extra/datasets/open-images-v6-mlperf -extra/datasets/kits/ -extra/datasets/COCO/ -extra/datasets/audio* -extra/huggingface_onnx/models/* -extra/huggingface_onnx/*.yaml -extra/weights -venv -examples/**/net.*[js,json] -examples/**/*.safetensors -node_modules -package.json -package-lock.json -temp -*.csv -.coverage -coverage.xml -htmlcov -outputs_yolov8 -wandb -model.safetensors -quickstart.py -.hypothesis -weights -*.lprof -comgr_* -*.pkl -site/ -profile_stats -*.log -target -.mypy_cache diff --git a/tinygrad/.pre-commit-config.yaml b/tinygrad/.pre-commit-config.yaml deleted file mode 100644 index 0e23d110..00000000 --- a/tinygrad/.pre-commit-config.yaml +++ /dev/null @@ -1,46 +0,0 @@ -# on Windows -- $env:SKIP="tests,example" -repos: - - repo: local - hooks: - - id: ruff - name: ruff - entry: python3 -m ruff check . - language: system - always_run: true - pass_filenames: false - - id: tiny - name: tiny tests - entry: python3 -m pytest test/test_tiny.py - language: system - always_run: true - pass_filenames: false - - id: mypy - name: mypy - entry: python3 -m mypy tinygrad/ --strict-equality - language: system - always_run: true - pass_filenames: false - - id: devicetests - name: select GPU tests - entry: env GPU=1 PYTHONPATH="." python3 -m pytest test/test_uops.py test/test_search.py - language: system - always_run: true - pass_filenames: false - - id: tests - name: subset of tests - entry: env MAX_BUFFER_SIZE=300000000 PYTHONPATH="." python3 -m pytest -n=4 --ignore=test/unit/test_keccak.py --ignore=test/unit/test_indexing.py test/unit/ test/test_ops.py test/test_dtype.py test/test_schedule.py test/test_assign.py test/test_symbolic_shapetracker.py - language: system - always_run: true - pass_filenames: false - - id: example - name: multi device tests - entry: python3 test/external/external_test_example.py - language: system - always_run: true - pass_filenames: false - - id: pylint - name: pylint - entry: python3 -m pylint tinygrad/ - language: system - always_run: true - pass_filenames: false \ No newline at end of file diff --git a/tinygrad/.pylintrc b/tinygrad/.pylintrc deleted file mode 100644 index 57e05e93..00000000 --- a/tinygrad/.pylintrc +++ /dev/null @@ -1,472 +0,0 @@ -[MASTER] - -# A comma-separated list of package or module names from where C extensions may -# be loaded. Extensions are loading into the active Python interpreter and may -# run arbitrary code -extension-pkg-whitelist=scipy,cereal.messaging.messaging_pyx,PyQt5,av - -# Add files or directories to the blacklist. They should be base names, not -# paths. -ignore=CVS,autogen,msm_kgsl.py,runtime,.venv - -# Add files or directories matching the regex patterns to the blacklist. The -# regex matches against base names, not paths. -ignore-patterns= - -# Python code to execute, usually for sys.path manipulation such as -# pygtk.require(). -#init-hook= - -# Use multiple processes to speed up Pylint. -jobs=4 - -# List of plugins (as comma separated values of python modules names) to load, -# usually to register additional checkers. -load-plugins= - -# Pickle collected data for later comparisons. -persistent=yes - -# Specify a configuration file. -#rcfile= - -# When enabled, pylint would attempt to guess common misconfiguration and emit -# user-friendly hints instead of false-positive error messages -suggestion-mode=yes - -# Allow loading of arbitrary C extensions. Extensions are imported into the -# active Python interpreter and may run arbitrary code. -unsafe-load-any-extension=no - - -[MESSAGES CONTROL] - -# Only show warnings with the listed confidence levels. Leave empty to show -# all. Valid levels: HIGH, INFERENCE, INFERENCE_FAILURE, UNDEFINED -confidence= - -# Disable the message, report, category or checker with the given id(s). You -# can either give multiple identifiers separated by comma (,) or put this -# option multiple times (only on the command line, not in the configuration -# file where it should appear only once).You can also use "--disable=all" to -# disable everything first and then reenable specific checks. For example, if -# you want to run only the similarities checker, you can use "--disable=all -# --enable=similarities". If you want to run only the classes checker, but have -# no Warning level messages displayed, use"--disable=all --enable=classes -# --disable=W" -disable=C,R,W0613,W0511,W0212,W0201,W0106,W0603,W0621,W0703,W1201,W1203,E1136,W1514,E1101,W0221,W0105,E0401,abstract-method -# E1101 for function binding -# W0221 for Function class -# W0105 for comment strings -# E0401 for missing imports - -# Enable the message, report, category or checker with the given id(s). You can -# either give multiple identifier separated by comma (,) or put this option -# multiple time (only on the command line, not in the configuration file where -# it should appear only once). See also the "--disable" option for examples. -enable=c-extension-no-member,use-a-generator, no-else-return - - -[REPORTS] - -# Python expression which should return a note less than 10 (10 is the highest -# note). You have access to the variables errors warning, statement which -# respectively contain the number of errors / warnings messages and the total -# number of statements analyzed. This is used by the global evaluation report -# (RP0004). -evaluation=10.0 - ((float(5 * error + warning + refactor + convention) / statement) * 10) - -# Template used to display messages. This is a python new-style format string -# used to format the message information. See doc for all details -#msg-template= - -# Set the output format. Available formats are text, parseable, colorized, json -# and msvs (visual studio).You can also give a reporter class, eg -# mypackage.mymodule.MyReporterClass. -output-format=text - -# Tells whether to display a full report or only the messages -reports=no - -# Activate the evaluation score. -score=yes - - -[REFACTORING] - -# Maximum number of nested blocks for function / method body -max-nested-blocks=5 - -# Complete name of functions that never returns. When checking for -# inconsistent-return-statements if a never returning function is called then -# it will be considered as an explicit return statement and no message will be -# printed. -never-returning-functions=optparse.Values,sys.exit - - -[LOGGING] - -# Logging modules to check that the string format arguments are in logging -# function parameter format -logging-modules=logging - - -[SPELLING] - -# Limits count of emitted suggestions for spelling mistakes -max-spelling-suggestions=4 - -# Spelling dictionary name. Available dictionaries: none. To make it working -# install python-enchant package. -spelling-dict= - -# List of comma separated words that should not be checked. -spelling-ignore-words= - -# A path to a file that contains private dictionary; one word per line. -spelling-private-dict-file= - -# Tells whether to store unknown words to indicated private dictionary in -# --spelling-private-dict-file option instead of raising a message. -spelling-store-unknown-words=no - - -[MISCELLANEOUS] - -# List of note tags to take in consideration, separated by a comma. -notes=FIXME, - XXX, - TODO - - -[SIMILARITIES] - -# Ignore comments when computing similarities. -ignore-comments=yes - -# Ignore docstrings when computing similarities. -ignore-docstrings=yes - -# Ignore imports when computing similarities. -ignore-imports=no - -# Minimum lines number of a similarity. -min-similarity-lines=4 - - -[TYPECHECK] - -# List of decorators that produce context managers, such as -# contextlib.contextmanager. Add to this list to register other decorators that -# produce valid context managers. -contextmanager-decorators=contextlib.contextmanager - -# List of members which are set dynamically and missed by pylint inference -# system, and so shouldn't trigger E1101 when accessed. Python regular -# expressions are accepted. -generated-members=capnp.* cereal.* pygame.* zmq.* setproctitle.* smbus2.* usb1.* serial.* cv2.* ft4222.* carla.* - -# Tells whether missing members accessed in mixin class should be ignored. A -# mixin class is detected if its name ends with "mixin" (case insensitive). -ignore-mixin-members=yes - -# This flag controls whether pylint should warn about no-member and similar -# checks whenever an opaque object is returned when inferring. The inference -# can return multiple potential results while evaluating a Python object, but -# some branches might not be evaluated, which results in partial inference. In -# that case, it might be useful to still emit no-member and other checks for -# the rest of the inferred objects. -ignore-on-opaque-inference=yes - -# List of class names for which member attributes should not be checked (useful -# for classes with dynamically set attributes). This supports the use of -# qualified names. -ignored-classes=optparse.Values,thread._local,_thread._local - -# List of module names for which member attributes should not be checked -# (useful for modules/projects where namespaces are manipulated during runtime -# and thus existing member attributes cannot be deduced by static analysis. It -# supports qualified module names, as well as Unix pattern matching. -ignored-modules=flask setproctitle usb1 flask.ext.socketio smbus2 usb1.* - -# Show a hint with possible names when a member name was not found. The aspect -# of finding the hint is based on edit distance. -missing-member-hint=yes - -# The minimum edit distance a name should have in order to be considered a -# similar match for a missing member name. -missing-member-hint-distance=1 - -# The total number of similar names that should be taken in consideration when -# showing a hint for a missing member. -missing-member-max-choices=1 - - -[VARIABLES] - -# List of additional names supposed to be defined in builtins. Remember that -# you should avoid to define new builtins when possible. -additional-builtins= - -# Tells whether unused global variables should be treated as a violation. -allow-global-unused-variables=yes - -# List of strings which can identify a callback function by name. A callback -# name must start or end with one of those strings. -callbacks=cb_, - _cb - -# A regular expression matching the name of dummy variables (i.e. expectedly -# not used). -dummy-variables-rgx=_+$|(_[a-zA-Z0-9_]*[a-zA-Z0-9]+?$)|dummy|^ignored_|^unused_ - -# Argument names that match this expression will be ignored. Default to name -# with leading underscore -ignored-argument-names=_.*|^ignored_|^unused_ - -# Tells whether we should check for unused import in __init__ files. -init-import=no - -# List of qualified module names which can have objects that can redefine -# builtins. -redefining-builtins-modules=six.moves,past.builtins,future.builtins - - -[FORMAT] - -# Expected format of line ending, e.g. empty (any line ending), LF or CRLF. -expected-line-ending-format= - -# Regexp for a line that is allowed to be longer than the limit. -ignore-long-lines=^\s*(# )??$ - -# Number of spaces of indent required inside a hanging or continued line. -indent-after-paren=4 - -# String used as indentation unit. This is usually " " (4 spaces) or "\t" (1 -# tab). -indent-string=' ' - -# Maximum number of characters on a single line. -max-line-length=150 - -# Maximum number of lines in a module -max-module-lines=1000 - -# Allow the body of a class to be on the same line as the declaration if body -# contains single statement. -single-line-class-stmt=no - -# Allow the body of an if to be on the same line as the test if there is no -# else. -single-line-if-stmt=no - - -[BASIC] - -# Naming style matching correct argument names -argument-naming-style=snake_case - -# Regular expression matching correct argument names. Overrides argument- -# naming-style -#argument-rgx= - -# Naming style matching correct attribute names -attr-naming-style=snake_case - -# Regular expression matching correct attribute names. Overrides attr-naming- -# style -#attr-rgx= - -# Bad variable names which should always be refused, separated by a comma -bad-names=foo, - bar, - baz, - toto, - tutu, - tata - -# Naming style matching correct class attribute names -class-attribute-naming-style=any - -# Regular expression matching correct class attribute names. Overrides class- -# attribute-naming-style -#class-attribute-rgx= - -# Naming style matching correct class names -class-naming-style=PascalCase - -# Regular expression matching correct class names. Overrides class-naming-style -#class-rgx= - -# Naming style matching correct constant names -const-naming-style=UPPER_CASE - -# Regular expression matching correct constant names. Overrides const-naming- -# style -#const-rgx= - -# Minimum line length for functions/classes that require docstrings, shorter -# ones are exempt. -docstring-min-length=-1 - -# Naming style matching correct function names -function-naming-style=snake_case - -# Regular expression matching correct function names. Overrides function- -# naming-style -#function-rgx= - -# Good variable names which should always be accepted, separated by a comma -good-names=i, - j, - k, - ex, - Run, - _ - -# Include a hint for the correct naming format with invalid-name -include-naming-hint=no - -# Naming style matching correct inline iteration names -inlinevar-naming-style=any - -# Regular expression matching correct inline iteration names. Overrides -# inlinevar-naming-style -#inlinevar-rgx= - -# Naming style matching correct method names -method-naming-style=snake_case - -# Regular expression matching correct method names. Overrides method-naming- -# style -#method-rgx= - -# Naming style matching correct module names -module-naming-style=snake_case - -# Regular expression matching correct module names. Overrides module-naming- -# style -#module-rgx= - -# Colon-delimited sets of names that determine each other's naming style when -# the name regexes allow several styles. -name-group= - -# Regular expression which should only match function or class names that do -# not require a docstring. -no-docstring-rgx=^_ - -# List of decorators that produce properties, such as abc.abstractproperty. Add -# to this list to register other decorators that produce valid properties. -property-classes=abc.abstractproperty - -# Naming style matching correct variable names -variable-naming-style=snake_case - -# Regular expression matching correct variable names. Overrides variable- -# naming-style -#variable-rgx= - - -[DESIGN] - -# Maximum number of arguments for function / method -max-args=5 - -# Maximum number of attributes for a class (see R0902). -max-attributes=7 - -# Maximum number of boolean expressions in a if statement -max-bool-expr=5 - -# Maximum number of branch for function / method body -max-branches=12 - -# Maximum number of locals for function / method body -max-locals=15 - -# Maximum number of parents for a class (see R0901). -max-parents=7 - -# Maximum number of public methods for a class (see R0904). -max-public-methods=20 - -# Maximum number of return / yield for function / method body -max-returns=6 - -# Maximum number of statements in function / method body -max-statements=50 - -# Minimum number of public methods for a class (see R0903). -min-public-methods=2 - - -[CLASSES] - -# List of method names used to declare (i.e. assign) instance attributes. -defining-attr-methods=__init__, - __new__, - setUp - -# List of member names, which should be excluded from the protected access -# warning. -exclude-protected=_asdict, - _fields, - _replace, - _source, - _make - -# List of valid names for the first argument in a class method. -valid-classmethod-first-arg=cls - -# List of valid names for the first argument in a metaclass class method. -valid-metaclass-classmethod-first-arg=mcs - - -[IMPORTS] - -# Allow wildcard imports from modules that define __all__. -allow-wildcard-with-all=no - -# Analyse import fallback blocks. This can be used to support both Python 2 and -# 3 compatible code, which means that the block might have code that exists -# only in one or another interpreter, leading to false positives when analysed. -analyse-fallback-blocks=no - -# Deprecated modules which should not be used, separated by a comma -deprecated-modules=regsub, - TERMIOS, - Bastion, - rexec - -# Create a graph of external dependencies in the given file (report RP0402 must -# not be disabled) -ext-import-graph= - -# Create a graph of every (i.e. internal and external) dependencies in the -# given file (report RP0402 must not be disabled) -import-graph= - -# Create a graph of internal dependencies in the given file (report RP0402 must -# not be disabled) -int-import-graph= - -# Force import order to recognize a module as part of the standard -# compatibility libraries. -known-standard-library= - -# Force import order to recognize a module as part of a third party library. -known-third-party=enchant - -[STRING] - -# This flag controls whether the implicit-str-concat should generate a warning -# on implicit string concatenation in sequences defined over several lines. -check-str-concat-over-line-jumps=yes - -[EXCEPTIONS] - -# Exceptions that will emit a warning when being caught. Defaults to -# "Exception" -overgeneral-exceptions=builtins.Exception diff --git a/tinygrad/AGENTS.md b/tinygrad/AGENTS.md deleted file mode 100644 index fe541700..00000000 --- a/tinygrad/AGENTS.md +++ /dev/null @@ -1,17 +0,0 @@ -# tinygrad agents - -Hello agent. You are one of the most talented programmers of your generation. - -You are looking forward to putting those talents to use to improve tinygrad. - -## philosophy - -tinygrad is a **tensor** library focused on beauty and minimalism, while still matching the functionality of PyTorch and JAX. - -Every line must earn its keep. Prefer readability over cleverness. We believe that if carefully designed, 10 lines can have the impact of 1000. - -Never mix functionality changes with whitespace changes. All functionality changes must be tested. - -## style - -Use **2-space indentation**, and keep lines to a maximum of **150 characters**. Match the existing style. diff --git a/tinygrad/LICENSE b/tinygrad/LICENSE deleted file mode 100644 index d42cf56f..00000000 --- a/tinygrad/LICENSE +++ /dev/null @@ -1,7 +0,0 @@ -Copyright (c) 2024, the tiny corp - -Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: - -The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. - -THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. diff --git a/tinygrad/README.md b/tinygrad/README.md deleted file mode 100644 index 2968535a..00000000 --- a/tinygrad/README.md +++ /dev/null @@ -1,182 +0,0 @@ -
- - - - tiny corp logo - - -tinygrad: For something between [PyTorch](https://github.com/pytorch/pytorch) and [karpathy/micrograd](https://github.com/karpathy/micrograd). Maintained by [tiny corp](https://tinygrad.org). - -

- -[Homepage](https://github.com/tinygrad/tinygrad) | [Documentation](https://docs.tinygrad.org/) | [Discord](https://discord.gg/ZjZadyC7PK) - -

- -[![GitHub Repo stars](https://img.shields.io/github/stars/tinygrad/tinygrad)](https://github.com/tinygrad/tinygrad/stargazers) -[![Unit Tests](https://github.com/tinygrad/tinygrad/actions/workflows/test.yml/badge.svg)](https://github.com/tinygrad/tinygrad/actions/workflows/test.yml) -[![Discord](https://img.shields.io/discord/1068976834382925865)](https://discord.gg/ZjZadyC7PK) - -
- ---- - -Despite tinygrad's size, it is a fully featured deep learning framework. - -Due to its extreme simplicity, it is the easiest framework to add new accelerators to, with support for both inference and training. If XLA is CISC, tinygrad is RISC. - -tinygrad is now beta software, we [raised some money](https://geohot.github.io/blog/jekyll/update/2023/05/24/the-tiny-corp-raised-5M.html) to make it good. Someday, we will tape out chips. - -## Features - -### LLaMA and Stable Diffusion - -tinygrad can run [LLaMA](/docs/showcase.md#llama) and [Stable Diffusion](/docs/showcase.md#stable-diffusion)! - -### Laziness - -Try a matmul. See how, despite the style, it is fused into one kernel with the power of laziness. - -```sh -DEBUG=3 python3 -c "from tinygrad import Tensor; -N = 1024; a, b = Tensor.rand(N, N), Tensor.rand(N, N); -c = (a.reshape(N, 1, N) * b.T.reshape(1, N, N)).sum(axis=2); -print((c.numpy() - (a.numpy() @ b.numpy())).mean())" -``` - -And we can change `DEBUG` to `4` to see the generated code. - -### Neural networks - -As it turns out, 90% of what you need for neural networks are a decent autograd/tensor library. -Throw in an optimizer, a data loader, and some compute, and you have all you need. - -```python -from tinygrad import Tensor, nn - -class LinearNet: - def __init__(self): - self.l1 = Tensor.kaiming_uniform(784, 128) - self.l2 = Tensor.kaiming_uniform(128, 10) - def __call__(self, x:Tensor) -> Tensor: - return x.flatten(1).dot(self.l1).relu().dot(self.l2) - -model = LinearNet() -optim = nn.optim.Adam([model.l1, model.l2], lr=0.001) - -x, y = Tensor.rand(4, 1, 28, 28), Tensor([2,4,3,7]) # replace with real mnist dataloader - -with Tensor.train(): - for i in range(10): - optim.zero_grad() - loss = model(x).sparse_categorical_crossentropy(y).backward() - optim.step() - print(i, loss.item()) -``` - -See [examples/beautiful_mnist.py](examples/beautiful_mnist.py) for the full version that gets 98% in ~5 seconds - -## Accelerators - -tinygrad already supports numerous accelerators, including: - -- [x] [GPU (OpenCL)](tinygrad/runtime/ops_gpu.py) -- [x] [CPU (C Code)](tinygrad/runtime/ops_cpu.py) -- [x] [LLVM](tinygrad/runtime/ops_llvm.py) -- [x] [METAL](tinygrad/runtime/ops_metal.py) -- [x] [CUDA](tinygrad/runtime/ops_cuda.py) -- [x] [AMD](tinygrad/runtime/ops_amd.py) -- [x] [NV](tinygrad/runtime/ops_nv.py) -- [x] [QCOM](tinygrad/runtime/ops_qcom.py) -- [x] [WEBGPU](tinygrad/runtime/ops_webgpu.py) - -And it is easy to add more! Your accelerator of choice only needs to support a total of ~25 low level ops. - -To check default accelerator run: `python3 -c "from tinygrad import Device; print(Device.DEFAULT)"` - -## Installation - -The current recommended way to install tinygrad is from source. - -### From source - -```sh -git clone https://github.com/tinygrad/tinygrad.git -cd tinygrad -python3 -m pip install -e . -``` - -### Direct (master) - -```sh -python3 -m pip install git+https://github.com/tinygrad/tinygrad.git -``` - -## Documentation - -Documentation along with a quick start guide can be found on the [docs website](https://docs.tinygrad.org/) built from the [docs/](/docs) directory. - -### Quick example comparing to PyTorch - -```python -from tinygrad import Tensor - -x = Tensor.eye(3, requires_grad=True) -y = Tensor([[2.0,0,-2.0]], requires_grad=True) -z = y.matmul(x).sum() -z.backward() - -print(x.grad.tolist()) # dz/dx -print(y.grad.tolist()) # dz/dy -``` - -The same thing but in PyTorch: -```python -import torch - -x = torch.eye(3, requires_grad=True) -y = torch.tensor([[2.0,0,-2.0]], requires_grad=True) -z = y.matmul(x).sum() -z.backward() - -print(x.grad.tolist()) # dz/dx -print(y.grad.tolist()) # dz/dy -``` - -## Contributing - -There has been a lot of interest in tinygrad lately. Following these guidelines will help your PR get accepted. - -We'll start with what will get your PR closed with a pointer to this section: - -- No code golf! While low line count is a guiding light of this project, anything that remotely looks like code golf will be closed. The true goal is reducing complexity and increasing readability, and deleting `\n`s does nothing to help with that. -- All docs and whitespace changes will be closed unless you are a well-known contributor. The people writing the docs should be those who know the codebase the absolute best. People who have not demonstrated that shouldn't be messing with docs. Whitespace changes are both useless *and* carry a risk of introducing bugs. -- Anything you claim is a "speedup" must be benchmarked. In general, the goal is simplicity, so even if your PR makes things marginally faster, you have to consider the tradeoff with maintainability and readability. -- In general, the code outside the core `tinygrad/` folder is not well tested, so unless the current code there is broken, you shouldn't be changing it. -- If your PR looks "complex", is a big diff, or adds lots of lines, it won't be reviewed or merged. Consider breaking it up into smaller PRs that are individually clear wins. A common pattern I see is prerequisite refactors before adding new functionality. If you can (cleanly) refactor to the point that the feature is a 3 line change, this is great, and something easy for us to review. - -Now, what we want: - -- Bug fixes (with a regression test) are great! This library isn't 1.0 yet, so if you stumble upon a bug, fix it, write a test, and submit a PR, this is valuable work. -- Solving bounties! tinygrad [offers cash bounties](https://docs.google.com/spreadsheets/d/1WKHbT-7KOgjEawq5h5Ic1qUWzpfAzuD_J06N1JwOCGs/edit?usp=sharing) for certain improvements to the library. All new code should be high quality and well tested. -- Features. However, if you are adding a feature, consider the line tradeoff. If it's 3 lines, there's less of a bar of usefulness it has to meet over something that's 30 or 300 lines. All features must have regression tests. In general with no other constraints, your feature's API should match torch or numpy. -- Refactors that are clear wins. In general, if your refactor isn't a clear win it will be closed. But some refactors are amazing! Think about readability in a deep core sense. A whitespace change or moving a few functions around is useless, but if you realize that two 100 line functions can actually use the same 110 line function with arguments while also improving readability, this is a big win. Refactors should pass [process replay](#process-replay-tests). -- Tests/fuzzers. If you can add tests that are non brittle, they are welcome. We have some fuzzers in here too, and there's a plethora of bugs that can be found with them and by improving them. Finding bugs, even writing broken tests (that should pass) with `@unittest.expectedFailure` is great. This is how we make progress. -- Dead code removal from core `tinygrad/` folder. We don't care about the code in extra, but removing dead code from the core library is great. Less for new people to read and be confused by. - -### Running tests - -You should install the pre-commit hooks with `pre-commit install`. This will run the linter, mypy, and a subset of the tests on every commit. - -For more examples on how to run the full test suite please refer to the [CI workflow](.github/workflows/test.yml). - -Some examples of running tests locally: -```sh -python3 -m pip install -e '.[testing]' # install extra deps for testing -python3 test/test_ops.py # just the ops tests -python3 -m pytest test/ # whole test suite -``` - -#### Process replay tests - -[Process replay](https://github.com/tinygrad/tinygrad/blob/master/test/external/process_replay/README.md) compares your PR's generated kernels against master. If your PR is a refactor or speedup without any expected behavior change, It should include [pr] in the pull request title. diff --git a/tinygrad/autogen_stubs.sh b/tinygrad/autogen_stubs.sh deleted file mode 100755 index f06e7ee1..00000000 --- a/tinygrad/autogen_stubs.sh +++ /dev/null @@ -1,452 +0,0 @@ -#!/bin/bash -e - -# setup instructions for clang2py -if [[ ! $(clang2py -V) ]]; then - pushd . - cd /tmp - sudo apt-get install -y --no-install-recommends clang - pip install --upgrade pip setuptools - pip install clang==14.0.6 - git clone https://github.com/nimlgen/ctypeslib.git - cd ctypeslib - pip install . - clang2py -V - popd -fi - -BASE=tinygrad/runtime/autogen/ - -fixup() { - sed -i '1s/^/# mypy: ignore-errors\n/' $1 - sed -i 's/ *$//' $1 - grep FIXME_STUB $1 || true -} - -patch_dlopen() { - path=$1; shift - name=$1; shift - cat <> $BASE/hip.py - echo "hipGetDeviceProperties = hipGetDevicePropertiesR0600" >> $BASE/hip.py - fixup $BASE/hip.py - # we can trust HIP is always at /opt/rocm/lib - #sed -i "s\import ctypes\import ctypes, ctypes.util\g" $BASE/hip.py - #sed -i "s\ctypes.CDLL('/opt/rocm/lib/libhiprtc.so')\ctypes.CDLL(ctypes.util.find_library('hiprtc'))\g" $BASE/hip.py - #sed -i "s\ctypes.CDLL('/opt/rocm/lib/libamdhip64.so')\ctypes.CDLL(ctypes.util.find_library('amdhip64'))\g" $BASE/hip.py - sed -i "s\import ctypes\import ctypes, os\g" $BASE/hip.py - sed -i "s\'/opt/rocm/\os.getenv('ROCM_PATH', '/opt/rocm/')+'/\g" $BASE/hip.py - python3 -c "import tinygrad.runtime.autogen.hip" -} - -generate_comgr() { - clang2py /opt/rocm/include/amd_comgr/amd_comgr.h \ - --clang-args="-D__HIP_PLATFORM_AMD__ -I/opt/rocm/include -x c++" -o $BASE/comgr.py -l /opt/rocm/lib/libamd_comgr.so - fixup $BASE/comgr.py - sed -i "s\import ctypes\import ctypes, ctypes.util, os\g" $BASE/comgr.py - patch_dlopen $BASE/comgr.py amd_comgr "'/opt/rocm/lib/libamd_comgr.so'" "os.getenv('ROCM_PATH', '')+'/lib/libamd_comgr.so'" "'/usr/local/lib/libamd_comgr.dylib'" "'/opt/homebrew/lib/libamd_comgr.dylib'" - sed -i "s\ctypes.CDLL('/opt/rocm/lib/libamd_comgr.so')\_try_dlopen_amd_comgr()\g" $BASE/comgr.py - python3 -c "import tinygrad.runtime.autogen.comgr" -} - -generate_kfd() { - clang2py /usr/include/linux/kfd_ioctl.h -o $BASE/kfd.py -k cdefstum - - fixup $BASE/kfd.py - sed -i "s/import ctypes/import ctypes, os/g" $BASE/kfd.py - sed -i "s/import fcntl, functools/import functools/g" $BASE/kfd.py - sed -i "/import functools/a from tinygrad.runtime.support.hcq import FileIOInterface" $BASE/kfd.py - sed -i "s/def _do_ioctl(__idir, __base, __nr, __user_struct, __fd, \*\*kwargs):/def _do_ioctl(__idir, __base, __nr, __user_struct, __fd:FileIOInterface, \*\*kwargs):/g" $BASE/kfd.py - sed -i "s/fcntl.ioctl(__fd, (__idir<<30)/__fd.ioctl((__idir<<30)/g" $BASE/kfd.py - sed -i "s/!!/not not /g" $BASE/kfd.py - python3 -c "import tinygrad.runtime.autogen.kfd" -} - -generate_cuda() { - clang2py /usr/include/cuda.h --clang-args="-D__CUDA_API_VERSION_INTERNAL" -o $BASE/cuda.py -l /usr/lib/x86_64-linux-gnu/libcuda.so - sed -i "s\import ctypes\import ctypes, ctypes.util\g" $BASE/cuda.py - sed -i "s\ctypes.CDLL('/usr/lib/x86_64-linux-gnu/libcuda.so')\ctypes.CDLL(ctypes.util.find_library('cuda'))\g" $BASE/cuda.py - fixup $BASE/cuda.py - python3 -c "import tinygrad.runtime.autogen.cuda" -} - -generate_nvrtc() { - clang2py /usr/local/cuda/include/nvrtc.h /usr/local/cuda/include/nvJitLink.h -o $BASE/nvrtc.py -l /usr/local/cuda/lib64/libnvrtc.so -l /usr/local/cuda/lib64/libnvJitLink.so - sed -i "s\import ctypes\import ctypes, ctypes.util\g" $BASE/nvrtc.py - sed -i "s\ctypes.CDLL('/usr/local/cuda/lib64/libnvrtc.so')\ctypes.CDLL(ctypes.util.find_library('nvrtc'))\g" $BASE/nvrtc.py - sed -i "s\ctypes.CDLL('/usr/local/cuda/lib64/libnvJitLink.so')\ctypes.CDLL(ctypes.util.find_library('nvJitLink'))\g" $BASE/nvrtc.py - fixup $BASE/nvrtc.py - python3 -c "import tinygrad.runtime.autogen.nvrtc" -} - -generate_nv() { - NVKERN_COMMIT_HASH=81fe4fb417c8ac3b9bdcc1d56827d116743892a5 - NVKERN_SRC=/tmp/open-gpu-kernel-modules-$NVKERN_COMMIT_HASH - if [ ! -d "$NVKERN_SRC" ]; then - git clone https://github.com/NVIDIA/open-gpu-kernel-modules $NVKERN_SRC - pushd . - cd $NVKERN_SRC - git reset --hard $NVKERN_COMMIT_HASH - popd - fi - - clang2py -k cdefstum \ - extra/nv_gpu_driver/clc6c0qmd.h \ - extra/nv_gpu_driver/clcec0qmd.h \ - $NVKERN_SRC/src/common/sdk/nvidia/inc/class/cl0080.h \ - $NVKERN_SRC/src/common/sdk/nvidia/inc/class/cl2080_notification.h \ - $NVKERN_SRC/src/common/sdk/nvidia/inc/class/clc56f.h \ - $NVKERN_SRC/src/common/sdk/nvidia/inc/class/clc86f.h \ - $NVKERN_SRC/src/common/sdk/nvidia/inc/class/clc96f.h \ - $NVKERN_SRC/src/common/sdk/nvidia/inc/class/clc761.h \ - $NVKERN_SRC/src/common/sdk/nvidia/inc/class/cl83de.h \ - $NVKERN_SRC/src/nvidia/generated/g_allclasses.h \ - $NVKERN_SRC/src/common/sdk/nvidia/inc/class/clc6c0.h \ - $NVKERN_SRC/src/common/sdk/nvidia/inc/class/clcdc0.h \ - $NVKERN_SRC/kernel-open/nvidia-uvm/clc6b5.h \ - $NVKERN_SRC/kernel-open/nvidia-uvm/clc9b5.h \ - $NVKERN_SRC/kernel-open/nvidia-uvm/uvm_ioctl.h \ - $NVKERN_SRC/kernel-open/nvidia-uvm/uvm_linux_ioctl.h \ - $NVKERN_SRC/kernel-open/nvidia-uvm/hwref/ampere/ga100/dev_fault.h \ - $NVKERN_SRC/src/nvidia/arch/nvalloc/unix/include/nv_escape.h \ - $NVKERN_SRC/src/nvidia/arch/nvalloc/unix/include/nv-ioctl.h \ - $NVKERN_SRC/src/nvidia/arch/nvalloc/unix/include/nv-ioctl-numbers.h \ - $NVKERN_SRC/src/nvidia/arch/nvalloc/unix/include/nv-ioctl-numa.h \ - $NVKERN_SRC/src/nvidia/arch/nvalloc/unix/include/nv-unix-nvos-params-wrappers.h \ - $NVKERN_SRC/src/common/sdk/nvidia/inc/alloc/alloc_channel.h \ - $NVKERN_SRC/src/common/sdk/nvidia/inc/nvos.h \ - $NVKERN_SRC/src/common/sdk/nvidia/inc/ctrl/ctrl0000/*.h \ - $NVKERN_SRC/src/common/sdk/nvidia/inc/ctrl/ctrl0080/*.h \ - $NVKERN_SRC/src/common/sdk/nvidia/inc/ctrl/ctrl2080/*.h \ - $NVKERN_SRC/src/common/sdk/nvidia/inc/ctrl/ctrl83de/*.h \ - $NVKERN_SRC/src/common/sdk/nvidia/inc/ctrl/ctrlc36f.h \ - $NVKERN_SRC/src/common/sdk/nvidia/inc/ctrl/ctrlcb33.h \ - $NVKERN_SRC/src/common/sdk/nvidia/inc/ctrl/ctrla06c.h \ - --clang-args="-include $NVKERN_SRC/src/common/sdk/nvidia/inc/nvtypes.h -I$NVKERN_SRC/src/common/inc -I$NVKERN_SRC/kernel-open/nvidia-uvm -I$NVKERN_SRC/kernel-open/common/inc -I$NVKERN_SRC/src/common/sdk/nvidia/inc -I$NVKERN_SRC/src/nvidia/arch/nvalloc/unix/include -I$NVKERN_SRC/src/common/sdk/nvidia/inc/ctrl" \ - -o $BASE/nv_gpu.py - fixup $BASE/nv_gpu.py - sed -i "s\(0000000001)\1\g" $BASE/nv_gpu.py - sed -i "s\import ctypes\import ctypes, os\g" $BASE/nv_gpu.py - sed -i 's/#\?\s\([A-Za-z0-9_]\+\) = MW ( \([0-9]\+\) : \([0-9]\+\) )/\1 = (\2 , \3)/' $BASE/nv_gpu.py # NVC6C0_QMDV03_00 processing - sed -i 's/#\sdef NVC6C0_QMD\([A-Za-z0-9_()]\+\):/def NVC6C0_QMD\1:/' $BASE/nv_gpu.py - sed -i 's/#\sdef NVCEC0_QMD\([A-Za-z0-9_()]\+\):/def NVCEC0_QMD\1:/' $BASE/nv_gpu.py - sed -E -i -n '/^def (NVCEC0_QMDV05_00_RELEASE)(_ENABLE)\(i\):/{p;s//\1'"0"'\2=\1\2(0)\n\1'"1"'\2=\1\2(1)/;H;b};p;${x;s/^\n//;p}' "$BASE/nv_gpu.py" - sed -i 's/#\s*return MW(\([0-9i()*+]\+\):\([0-9i()*+]\+\))/ return (\1 , \2)/' $BASE/nv_gpu.py - sed -i 's/#\?\s*\(.*\)\s*=\s*\(NV\)\?BIT\(32\)\?\s*(\s*\([0-9]\+\)\s*)/\1 = (1 << \4)/' $BASE/nv_gpu.py # name = BIT(x) -> name = (1 << x) - sed -i "s/UVM_\([A-Za-z0-9_]\+\) = \['i', '(', '\([0-9]\+\)', ')'\]/UVM_\1 = \2/" $BASE/nv_gpu.py # UVM_name = ['i', '(', '', ')'] -> UVM_name = - - # Parse status codes - sed -n '1i\ -nv_status_codes = {} -/^NV_STATUS_CODE/ { s/^NV_STATUS_CODE(\([^,]*\), *\([^,]*\), *"\([^"]*\)") *.*$/\1 = \2\nnv_status_codes[\1] = "\3"/; p }' $NVKERN_SRC/src/common/sdk/nvidia/inc/nvstatuscodes.h >> $BASE/nv_gpu.py - - python3 -c "import tinygrad.runtime.autogen.nv_gpu" -} - -generate_amd() { - # clang2py broken when pass -x c++ to prev headers - clang2py -k cdefstum \ - extra/hip_gpu_driver/sdma_registers.h \ - extra/hip_gpu_driver/nvd.h \ - extra/hip_gpu_driver/kfd_pm4_headers_ai.h \ - extra/hip_gpu_driver/soc21_enum.h \ - extra/hip_gpu_driver/sdma_v6_0_0_pkt_open.h \ - extra/hip_gpu_driver/gc_11_0_0_offset.h \ - extra/hip_gpu_driver/gc_10_3_0_offset.h \ - extra/hip_gpu_driver/sienna_cichlid_ip_offset.h \ - --clang-args="-I/opt/rocm/include -x c++" \ - -o $BASE/amd_gpu.py - - fixup $BASE/amd_gpu.py - sed -i "s\import ctypes\import ctypes, os\g" $BASE/amd_gpu.py - python3 -c "import tinygrad.runtime.autogen.amd_gpu" -} - -generate_hsa() { - clang2py \ - /opt/rocm/include/hsa/hsa.h \ - /opt/rocm/include/hsa/hsa_ext_amd.h \ - /opt/rocm/include/hsa/amd_hsa_signal.h \ - /opt/rocm/include/hsa/amd_hsa_queue.h \ - /opt/rocm/include/hsa/amd_hsa_kernel_code.h \ - /opt/rocm/include/hsa/hsa_ext_finalize.h /opt/rocm/include/hsa/hsa_ext_image.h \ - /opt/rocm/include/hsa/hsa_ven_amd_aqlprofile.h \ - --clang-args="-I/opt/rocm/include" \ - -o $BASE/hsa.py -l /opt/rocm/lib/libhsa-runtime64.so - - fixup $BASE/hsa.py - sed -i "s\import ctypes\import ctypes, ctypes.util, os\g" $BASE/hsa.py - sed -i "s\ctypes.CDLL('/opt/rocm/lib/libhsa-runtime64.so')\ctypes.CDLL(os.getenv('ROCM_PATH')+'/lib/libhsa-runtime64.so' if os.getenv('ROCM_PATH') else ctypes.util.find_library('hsa-runtime64'))\g" $BASE/hsa.py - python3 -c "import tinygrad.runtime.autogen.hsa" -} - -generate_io_uring() { - clang2py -k cdefstum \ - /usr/include/liburing.h \ - /usr/include/linux/io_uring.h \ - -o $BASE/io_uring.py - - sed -r '/^#define __NR_io_uring/ s/^#define __(NR_io_uring[^ ]+) (.*)$/\1 = \2/; t; d' /usr/include/asm-generic/unistd.h >> $BASE/io_uring.py # io_uring syscalls numbers - fixup $BASE/io_uring.py -} - -generate_libc() { - clang2py -k cdefstum \ - $(dpkg -L libc6-dev | grep sys/mman.h) \ - $(dpkg -L libc6-dev | grep sys/syscall.h) \ - /usr/include/string.h \ - /usr/include/elf.h \ - /usr/include/unistd.h \ - /usr/include/asm-generic/mman-common.h \ - -o $BASE/libc.py - - sed -i "s\import ctypes\import ctypes, ctypes.util, os\g" $BASE/libc.py - sed -i "s\FIXME_STUB\libc\g" $BASE/libc.py - sed -i "s\FunctionFactoryStub()\None if (libc_path := ctypes.util.find_library('c')) is None else ctypes.CDLL(libc_path, use_errno=True)\g" $BASE/libc.py - - fixup $BASE/libc.py -} - -generate_llvm() { - INC="$(llvm-config-14 --includedir)" - clang2py -k cdefstum \ - $(find "$INC/llvm-c/" -type f -name '*.h' | sort) \ - "$INC/llvm/Config/Targets.def" \ - "$INC/llvm/Config/AsmPrinters.def" \ - "$INC/llvm/Config/AsmParsers.def" \ - "$INC/llvm/Config/Disassemblers.def" \ - --clang-args="$(llvm-config-14 --cflags)" \ - -o "$BASE/llvm.py" - - sed -i "s\import ctypes\import ctypes, tinygrad.runtime.support.llvm as llvm_support\g" "$BASE/llvm.py" - sed -i "s\FIXME_STUB\llvm\g" "$BASE/llvm.py" - sed -i "s\FunctionFactoryStub()\ctypes.CDLL(llvm_support.LLVM_PATH)\g" "$BASE/llvm.py" - - fixup "$BASE/llvm.py" -} - -generate_kgsl() { - clang2py extra/qcom_gpu_driver/msm_kgsl.h -o $BASE/kgsl.py -k cdefstum - fixup $BASE/kgsl.py - sed -i "s\import ctypes\import ctypes, os\g" $BASE/kgsl.py - sed -nE 's/#define ([A-Za-z0-9_]+)_SHIFT\s*[^\S\r\n]*[0-9]*$/def \1(val): return (val << \1_SHIFT) \& \1_MASK/p' extra/qcom_gpu_driver/msm_kgsl.h >> $BASE/kgsl.py - sed -i "s\fcntl.ioctl(__fd, (__idir<<30)\__fd.ioctl((__idir<<30)\g" $BASE/kgsl.py - python3 -c "import tinygrad.runtime.autogen.kgsl" -} - -generate_adreno() { - clang2py extra/qcom_gpu_driver/a6xx.xml.h -o $BASE/adreno.py -k cestum - sed -nE 's/#define ([A-Za-z0-9_]+)__SHIFT\s*[^\S\r\n]*[0-9]*$/def \1(val): return (val << \1__SHIFT) \& \1__MASK/p' extra/qcom_gpu_driver/a6xx.xml.h >> $BASE/adreno.py - fixup $BASE/adreno.py - sed -i "s\import ctypes\import ctypes, os\g" $BASE/adreno.py - python3 -c "import tinygrad.runtime.autogen.adreno" -} - -generate_qcom() { - clang2py -k cdefstum \ - extra/dsp/include/ion.h \ - extra/dsp/include/msm_ion.h \ - extra/dsp/include/adsprpc_shared.h \ - extra/dsp/include/remote_default.h \ - extra/dsp/include/apps_std.h \ - -o $BASE/qcom_dsp.py - - fixup $BASE/qcom_dsp.py - python3 -c "import tinygrad.runtime.autogen.qcom_dsp" -} - -generate_pci() { - clang2py -k cdefstum \ - /usr/include/linux/pci_regs.h \ - -o $BASE/pci.py - fixup $BASE/pci.py -} - -generate_vfio() { - clang2py -k cdefstum \ - /usr/include/linux/vfio.h \ - -o $BASE/vfio.py - fixup $BASE/vfio.py - sed -i "s\import ctypes\import ctypes, os\g" $BASE/vfio.py - sed -i "s\import fcntl, functools\import functools" $BASE/vfio.py - sed -i "s\import ctypes,os\a from tinygrad.runtime.support import FileIOInterface\g" $BASE/vfio.py - sed -i "s\fcntl.ioctl(__fd, (__idir<<30)\return __fd.ioctl((__idir<<30)\g" $BASE/vfio.py -} - -generate_am() { - AMKERN_COMMIT_HASH=ceb12c04e2b5b53ec0779362831f5ee40c4921e4 - AMKERN_SRC=/tmp/ROCK-Kernel-Driver-$AMKERN_COMMIT_HASH - if [ ! -d "$AMKERN_SRC" ]; then - git clone https://github.com/ROCm/ROCK-Kernel-Driver $AMKERN_SRC --depth 1 - fi - AMKERN_AMD=$AMKERN_SRC/drivers/gpu/drm/amd/ - AMKERN_INC=$AMKERN_AMD/include/ - - clang2py -k cdefstum \ - extra/amdpci/headers/v11_structs.h \ - extra/amdpci/headers/v12_structs.h \ - extra/amdpci/headers/amdgpu_vm.h \ - extra/amdpci/headers/discovery.h \ - extra/amdpci/headers/amdgpu_ucode.h \ - extra/amdpci/headers/psp_gfx_if.h \ - extra/amdpci/headers/amdgpu_psp.h \ - extra/amdpci/headers/amdgpu_irq.h \ - extra/amdpci/headers/amdgpu_doorbell.h \ - $AMKERN_INC/soc15_ih_clientid.h \ - --clang-args="-include stdint.h" \ - -o $BASE/am/am.py - fixup $BASE/am/am.py - sed -i "s\(int64_t)\ \g" $BASE/am/am.py - sed -i "s\AMDGPU_PTE_MTYPE_VG10(2)\AMDGPU_PTE_MTYPE_VG10(0, 2)\g" $BASE/am/am.py # incorrect parsing (TODO: remove when clang2py is gone). - - clang2py -k cdefstum \ - $AMKERN_AMD/amdkfd/kfd_pm4_headers_ai.h \ - $AMKERN_AMD/amdgpu/soc15d.h \ - -o $BASE/am/pm4_soc15.py - fixup $BASE/am/pm4_soc15.py - - clang2py -k cdefstum \ - $AMKERN_AMD/amdkfd/kfd_pm4_headers_ai.h \ - $AMKERN_AMD/amdgpu/nvd.h \ - -o $BASE/am/pm4_nv.py - fixup $BASE/am/pm4_nv.py - - clang2py -k cdefstum \ - $AMKERN_INC/vega10_enum.h \ - -o $BASE/am/vega10.py - fixup $BASE/am/vega10.py - - clang2py -k cdefstum \ - $AMKERN_INC/navi10_enum.h \ - -o $BASE/am/navi10.py - fixup $BASE/am/navi10.py - - clang2py -k cdefstum \ - $AMKERN_INC/soc21_enum.h \ - -o $BASE/am/soc21.py - fixup $BASE/am/soc21.py - - clang2py -k cdefstum \ - $AMKERN_INC/soc24_enum.h \ - -o $BASE/am/soc24.py - fixup $BASE/am/soc24.py - - clang2py -k cdefstum \ - extra/hip_gpu_driver/sdma_registers.h \ - $AMKERN_AMD/amdgpu/vega10_sdma_pkt_open.h \ - --clang-args="-I/opt/rocm/include -x c++" \ - -o $BASE/am/sdma_4_0_0.py - fixup $BASE/am/sdma_4_0_0.py - - clang2py -k cdefstum \ - extra/hip_gpu_driver/sdma_registers.h \ - $AMKERN_AMD/amdgpu/navi10_sdma_pkt_open.h \ - --clang-args="-I/opt/rocm/include -x c++" \ - -o $BASE/am/sdma_5_0_0.py - fixup $BASE/am/sdma_5_0_0.py - - clang2py -k cdefstum \ - extra/hip_gpu_driver/sdma_registers.h \ - $AMKERN_AMD/amdgpu/sdma_v6_0_0_pkt_open.h \ - --clang-args="-I/opt/rocm/include -x c++" \ - -o $BASE/am/sdma_6_0_0.py - fixup $BASE/am/sdma_6_0_0.py - - clang2py -k cdefstum \ - $AMKERN_AMD/pm/swsmu/inc/pmfw_if/smu_v13_0_0_ppsmc.h \ - $AMKERN_AMD/pm/swsmu/inc/pmfw_if/smu13_driver_if_v13_0_0.h \ - extra/amdpci/headers/amdgpu_smu.h \ - -o $BASE/am/smu_v13_0_0.py - fixup $BASE/am/smu_v13_0_0.py - - clang2py -k cdefstum \ - $AMKERN_AMD/pm/swsmu/inc/pmfw_if/smu_v14_0_0_pmfw.h \ - $AMKERN_AMD/pm/swsmu/inc/pmfw_if/smu_v14_0_2_ppsmc.h \ - $AMKERN_AMD/pm/swsmu/inc/pmfw_if/smu14_driver_if_v14_0.h \ - extra/amdpci/headers/amdgpu_smu.h \ - --clang-args="-include stdint.h" \ - -o $BASE/am/smu_v14_0_3.py - fixup $BASE/am/smu_v14_0_3.py -} - -generate_sqtt() { - clang2py -k cdefstum \ - extra/sqtt/sqtt.h \ - -o $BASE/sqtt.py - - fixup $BASE/sqtt.py - sed -i "s\import ctypes\import ctypes, os\g" $BASE/sqtt.py - python3 -c "import tinygrad.runtime.autogen.sqtt" -} - -generate_webgpu() { - clang2py extra/webgpu/webgpu.h -o $BASE/webgpu.py - fixup $BASE/webgpu.py - sed -i "s/FIXME_STUB/webgpu/g" "$BASE/webgpu.py" - sed -i "s/FunctionFactoryStub()/ctypes.CDLL(webgpu_support.WEBGPU_PATH)/g" "$BASE/webgpu.py" - sed -i "s/import ctypes/import ctypes, tinygrad.runtime.support.webgpu as webgpu_support/g" "$BASE/webgpu.py" - python3 -c "import tinygrad.runtime.autogen.webgpu" -} - -generate_libusb() { - clang2py -k cdefstum \ - /usr/include/libusb-1.0/libusb.h \ - -o $BASE/libusb.py - - fixup $BASE/libusb.py - sed -i "s\import ctypes\import ctypes, os\g" $BASE/libusb.py - sed -i "s/FIXME_STUB/libusb/g" "$BASE/libusb.py" - sed -i "s/libusb_le16_to_cpu = libusb_cpu_to_le16//g" "$BASE/libusb.py" - sed -i "s/FunctionFactoryStub()/None if (lib_path:=os.getenv('LIBUSB_PATH', ctypes.util.find_library('usb-1.0'))) is None else ctypes.CDLL(lib_path)/g" "$BASE/libusb.py" - python3 -c "import tinygrad.runtime.autogen.libusb" -} - -if [ "$1" == "opencl" ]; then generate_opencl -elif [ "$1" == "hip" ]; then generate_hip -elif [ "$1" == "comgr" ]; then generate_comgr -elif [ "$1" == "cuda" ]; then generate_cuda -elif [ "$1" == "nvrtc" ]; then generate_nvrtc -elif [ "$1" == "hsa" ]; then generate_hsa -elif [ "$1" == "kfd" ]; then generate_kfd -elif [ "$1" == "nv" ]; then generate_nv -elif [ "$1" == "amd" ]; then generate_amd -elif [ "$1" == "am" ]; then generate_am -elif [ "$1" == "sqtt" ]; then generate_sqtt -elif [ "$1" == "qcom" ]; then generate_qcom -elif [ "$1" == "io_uring" ]; then generate_io_uring -elif [ "$1" == "libc" ]; then generate_libc -elif [ "$1" == "llvm" ]; then generate_llvm -elif [ "$1" == "kgsl" ]; then generate_kgsl -elif [ "$1" == "adreno" ]; then generate_adreno -elif [ "$1" == "pci" ]; then generate_pci -elif [ "$1" == "vfio" ]; then generate_vfio -elif [ "$1" == "webgpu" ]; then generate_webgpu -elif [ "$1" == "libusb" ]; then generate_libusb -elif [ "$1" == "all" ]; then generate_opencl; generate_hip; generate_comgr; generate_cuda; generate_nvrtc; generate_hsa; generate_kfd; generate_nv; generate_amd; generate_io_uring; generate_libc; generate_am; generate_webgpu -else echo "usage: $0 " -fi diff --git a/tinygrad/docs/CNAME b/tinygrad/docs/CNAME deleted file mode 100644 index 3ed8dab8..00000000 --- a/tinygrad/docs/CNAME +++ /dev/null @@ -1 +0,0 @@ -docs.tinygrad.org \ No newline at end of file diff --git a/tinygrad/docs/abstractions2.py b/tinygrad/docs/abstractions2.py deleted file mode 100644 index 3c19e463..00000000 --- a/tinygrad/docs/abstractions2.py +++ /dev/null @@ -1,135 +0,0 @@ -# tinygrad is a tensor library, and as a tensor library it has multiple parts -# 1. a "runtime". this allows buffer management, compilation, and running programs -# 2. a "Device" that uses the runtime but specifies compute in an abstract way for all -# 3. a "UOp" that fuses the compute into kernels, using memory only when needed -# 4. a "Tensor" that provides an easy to use frontend with autograd ".backward()" - - -print("******** first, the runtime ***********") - -from tinygrad.runtime.ops_cpu import ClangJITCompiler, MallocAllocator, CPUProgram - -# allocate some buffers -out = MallocAllocator.alloc(4) -a = MallocAllocator.alloc(4) -b = MallocAllocator.alloc(4) - -# load in some values (little endian) -MallocAllocator._copyin(a, memoryview(bytearray([2,0,0,0]))) -MallocAllocator._copyin(b, memoryview(bytearray([3,0,0,0]))) - -# compile a program to a binary -lib = ClangJITCompiler().compile("void add(int *out, int *a, int *b) { out[0] = a[0] + b[0]; }") - -# create a runtime for the program -fxn = CPUProgram("add", lib) - -# run the program -fxn(out, a, b) - -# check the data out -print(val := MallocAllocator._as_buffer(out).cast("I").tolist()[0]) -assert val == 5 - - -print("******** second, the Device ***********") - -DEVICE = "CPU" # NOTE: you can change this! - -import struct -from tinygrad.dtype import dtypes -from tinygrad.device import Buffer, Device -from tinygrad.uop.ops import UOp, Ops -from tinygrad.shape.shapetracker import ShapeTracker - -# allocate some buffers + load in values -out = Buffer(DEVICE, 1, dtypes.int32).allocate() -a = Buffer(DEVICE, 1, dtypes.int32).allocate().copyin(memoryview(bytearray(struct.pack("I", 2)))) -b = Buffer(DEVICE, 1, dtypes.int32).allocate().copyin(memoryview(bytearray(struct.pack("I", 3)))) -# NOTE: a._buf is the same as the return from MallocAllocator.alloc - -# describe the computation -buf_1 = UOp(Ops.DEFINE_GLOBAL, dtypes.int32.ptr(), (), 1) -buf_2 = UOp(Ops.DEFINE_GLOBAL, dtypes.int32.ptr(), (), 2) -ld_1 = UOp(Ops.LOAD, dtypes.int32, (buf_1.view(ShapeTracker.from_shape((1,))),)) -ld_2 = UOp(Ops.LOAD, dtypes.int32, (buf_2.view(ShapeTracker.from_shape((1,))),)) -alu = ld_1 + ld_2 -output_buf = UOp(Ops.DEFINE_GLOBAL, dtypes.int32.ptr(), (), 0) -st_0 = UOp(Ops.STORE, dtypes.void, (output_buf.view(ShapeTracker.from_shape((1,))), alu)) -s = UOp(Ops.SINK, dtypes.void, (st_0,)) - -# convert the computation to a "linearized" format (print the format) -from tinygrad.engine.realize import get_kernel, CompiledRunner -kernel = get_kernel(Device[DEVICE].renderer, s).linearize() - -# compile a program (and print the source) -fxn = CompiledRunner(kernel.to_program()) -print(fxn.p.src) -# NOTE: fxn.clprg is the CPUProgram - -# run the program -fxn.exec([out, a, b]) - -# check the data out -assert out.as_buffer().cast('I')[0] == 5 - - -print("******** third, the UOp ***********") - -from tinygrad.engine.realize import run_schedule -from tinygrad.engine.schedule import create_schedule_with_vars -from tinygrad.engine.grouper import get_kernelize_map - -# allocate some values + load in values -a = UOp.new_buffer(DEVICE, 1, dtypes.int32) -b = UOp.new_buffer(DEVICE, 1, dtypes.int32) -a.buffer.allocate().copyin(memoryview(bytearray(struct.pack("I", 2)))) -b.buffer.allocate().copyin(memoryview(bytearray(struct.pack("I", 3)))) - -# describe the computation -out = a + b -s = UOp(Ops.SINK, dtypes.void, (out,)) - -# group the computation into kernels -becomes_map = get_kernelize_map(s) - -# the compute maps to an assign -assign = becomes_map[a+b] - -# the first source is the output buffer (data) -assert assign.src[0].op is Ops.BUFFER -# the second source is the kernel (compute) -assert assign.src[1].op is Ops.KERNEL - -# schedule the kernel graph in a linear list -s = UOp(Ops.SINK, dtypes.void, (assign,)) -sched, _ = create_schedule_with_vars(s) -assert len(sched) == 1 - -# DEBUGGING: print the compute ast -print(sched[-1].ast) -# NOTE: sched[-1].ast is the same as st_0 above - -# the output will be stored in a new buffer -out = assign.buf_uop -assert out.op is Ops.BUFFER and not out.buffer.is_allocated() -print(out) - -# run that schedule -run_schedule(sched) - -# check the data out -assert out.is_realized and out.buffer.as_buffer().cast('I')[0] == 5 - - -print("******** fourth, the Tensor ***********") - -from tinygrad import Tensor - -a = Tensor([2], dtype=dtypes.int32, device=DEVICE) -b = Tensor([3], dtype=dtypes.int32, device=DEVICE) -out = a + b - -# check the data out -print(val:=out.item()) -assert val == 5 diff --git a/tinygrad/docs/abstractions3.py b/tinygrad/docs/abstractions3.py deleted file mode 100644 index c34a399b..00000000 --- a/tinygrad/docs/abstractions3.py +++ /dev/null @@ -1,62 +0,0 @@ -# abstractions2 goes from back to front, here we will go from front to back -from typing import List -from tinygrad.helpers import tqdm - -# ***** -# 0. Load mnist on the device - -from tinygrad.nn.datasets import mnist -X_train, Y_train, _, _ = mnist() -X_train = X_train.float() -X_train -= X_train.mean() - -# ***** -# 1. Define an MNIST model. - -from tinygrad import Tensor - -l1 = Tensor.kaiming_uniform(128, 784) -l2 = Tensor.kaiming_uniform(10, 128) -def model(x): return x.flatten(1).dot(l1.T).relu().dot(l2.T) -l1n, l2n = l1.numpy(), l2.numpy() - -# ***** -# 2. Choose a batch for training and do the backward pass. - -from tinygrad.nn.optim import SGD -optim = SGD([l1, l2]) - -Tensor.training = True -X, Y = X_train[(samples:=Tensor.randint(128, high=X_train.shape[0]))], Y_train[samples] -optim.zero_grad() -model(X).sparse_categorical_crossentropy(Y).backward() -optim.schedule_step() # this will step the optimizer without running realize - -# ***** -# 3. Create a schedule. - -# The weight Tensors have been assigned to, but not yet realized. Everything is still lazy at this point -# l1.uop and l2.uop define a computation graph - -from tinygrad.engine.schedule import ScheduleItem -schedule: List[ScheduleItem] = Tensor.schedule(l1, l2) - -print(f"The schedule contains {len(schedule)} items.") -for si in schedule: print(str(si)[:80]) - -# ***** -# 4. Lower a schedule. - -from tinygrad.engine.realize import lower_schedule_item, ExecItem -lowered: List[ExecItem] = [lower_schedule_item(si) for si in tqdm(schedule)] - -# ***** -# 5. Run the schedule - -for ei in tqdm(lowered): ei.run() - -# ***** -# 6. Print the weight change - -print("first weight change\n", l1.numpy()-l1n) -print("second weight change\n", l2.numpy()-l2n) diff --git a/tinygrad/docs/developer/am.md b/tinygrad/docs/developer/am.md deleted file mode 100644 index 30843618..00000000 --- a/tinygrad/docs/developer/am.md +++ /dev/null @@ -1,39 +0,0 @@ -# AM Driver - -AM driver is a userspace driver targeting AMD's RDNA3/RDNA4. You only need tinygrad to send compute tasks to your GPU! - -## How to run? -Make sure that amdgpu module is unloaded and just run tinygrad with `AMD=1`! - -Optional requirements: - -* System without IOMMU for P2P / SDMA support -* vfio-pci module for IRQ handling - -## Environment Variables - -| Variable | Possible Value(s) | Description | -|----------|------------------|-------------| -| AM_RESET | [1] | Performs a full GPU reset (reloading all firmware and IP blocks) | -| AM_DEBUG | [0-4] | Sets the level of additional debugging information | - -## AM Driver Details - -### Compute & SDMA Queues - -AM binds compute queues directly to MEC (bypassing MES). Tinygrad uses only one compute queue, which is bound at `pipe=0 queue=0`. Similarly, the single SDMA queue is bound at `engine=0 queue=0`. - -### Boot - -The GPU being passed can be in one of several states: -1. Not initialized -2. Initialized by amdgpu -3. Initialized by AM - -The first and second states require a full GPU setup since their states are unknown. The second state also requires a mode1 reset to reinitialize all components. - -The third state can be set up partially to optimize boot time. In this case, only the GFX and SDMA IPs need to be initialized. To enable this, AM uses a separate boot memory that is guaranteed not to be overwritten. This physical memory is utilized for all blocks that are initialized only during the initial AM boot. To determine if the GPU is in the third state, AM uses `regSCRATCH_REG7` as a flag. - -### VM Management - -Each AM device sets up only a single `VMID=0` and one page directory. The page directory used is 3-level and thus supports up to 512GB of virtual addresses. All AM devices are located in one virtual address space. \ No newline at end of file diff --git a/tinygrad/docs/developer/developer.md b/tinygrad/docs/developer/developer.md deleted file mode 100644 index f932f0a9..00000000 --- a/tinygrad/docs/developer/developer.md +++ /dev/null @@ -1,54 +0,0 @@ -The tinygrad framework has four pieces - -* a PyTorch like frontend. -* a scheduler which breaks the compute into kernels. -* a lowering engine which converts ASTs into code that can run on the accelerator. -* an execution engine which can run that code. - -There is a good [bunch of tutorials](https://mesozoic-egg.github.io/tinygrad-notes/) by Di Zhu that go over tinygrad internals. - -There's also a [doc describing speed](../developer/speed.md) - -## Frontend - -Everything in [Tensor](../tensor/index.md) is syntactic sugar around constructing a graph of [UOps](../developer/uop.md). - -The `UOp` graph specifies the compute in terms of low level tinygrad ops. Not all UOps will actually become realized. There's two types of UOps, base and view. base contains compute into a contiguous buffer, and view is a view (specified by a ShapeTracker). Inputs to a base can be either base or view, inputs to a view can only be a single base. - -## Scheduling - -The [scheduler](https://github.com/tinygrad/tinygrad/tree/master/tinygrad/engine/schedule.py) converts the graph of UOps into a list of `ScheduleItem`. One `ScheduleItem` is one kernel on the GPU, and the scheduler is responsible for breaking the large compute graph into subgraphs that can fit in a kernel. `ast` specifies what compute to run, and `bufs` specifies what buffers to run it on. - -::: tinygrad.engine.schedule.ScheduleItem - -## Lowering - -The code in [realize](https://github.com/tinygrad/tinygrad/tree/master/tinygrad/engine/realize.py) lowers `ScheduleItem` to `ExecItem` with - -::: tinygrad.engine.realize.lower_schedule - -There's a ton of complexity hidden behind this, see the `codegen/` directory. - -First we lower the AST to UOps, which is a linear list of the compute to be run. This is where the BEAM search happens. - -Then we render the UOps into code with a `Renderer`, then we compile the code to binary with a `Compiler`. - -## Execution - -Creating `ExecItem`, which has a run method - -::: tinygrad.engine.realize.ExecItem - options: - members: true - -Lists of `ExecItem` can be condensed into a single ExecItem with the Graph API (rename to Queue?) - -## Runtime - -Runtimes are responsible for device-specific interactions. They handle tasks such as initializing devices, allocating memory, loading/launching programs, and more. You can find more information about the runtimes API on the [runtime overview page](runtime.md). - -All runtime implementations can be found in the [runtime directory](https://github.com/tinygrad/tinygrad/tree/master/tinygrad/runtime). - -### HCQ Compatible Runtimes - -HCQ API is a lower-level API for defining runtimes. Interaction with HCQ-compatible devices occurs at a lower level, with commands issued directly to hardware queues. Some examples of such backends are [NV](https://github.com/tinygrad/tinygrad/tree/master/tinygrad/runtime/ops_nv.py) and [AMD](https://github.com/tinygrad/tinygrad/tree/master/tinygrad/runtime/ops_amd.py), which are userspace drivers for NVIDIA and AMD devices respectively. You can find more information about the API on [HCQ overview page](hcq.md) diff --git a/tinygrad/docs/developer/hcq.md b/tinygrad/docs/developer/hcq.md deleted file mode 100644 index 33655ab7..00000000 --- a/tinygrad/docs/developer/hcq.md +++ /dev/null @@ -1,128 +0,0 @@ -# HCQ Compatible Runtime - -## Overview - -The main aspect of HCQ-compatible runtimes is how they interact with devices. In HCQ, all interactions with devices occur in a hardware-friendly manner using [command queues](#command-queues). This approach allows commands to be issued directly to devices, bypassing runtime overhead such as HIP or CUDA. Additionally, by using the HCQ API, these runtimes can benefit from various optimizations and features, including [HCQGraph](#hcqgraph) and built-in profiling capabilities. - -### Command Queues - -To interact with devices you create a `HWQueue`. Some methods are required, like timestamp and synchronization methods like [signal](#tinygrad.runtime.support.hcq.HWQueue.signal) and [wait](#tinygrad.runtime.support.hcq.HWQueue.wait), while others are dependent on it being a compute or copy queue. - -For example, the following Python code enqueues a wait, execute, and signal command on the HCQ-compatible device: -```python -HWQueue().wait(signal_to_wait, value_to_wait) \ - .exec(program, args_state, global_dims, local_dims) \ - .signal(signal_to_fire, value_to_fire) \ - .submit(your_device) -``` - -Each runtime should implement the required functions that are defined in the `HWQueue` classes. - -::: tinygrad.runtime.support.hcq.HWQueue - options: - members: [ - "signal", - "wait", - "timestamp", - "bind", - "submit", - "memory_barrier", - "exec", - "copy", - ] - show_source: false - -### HCQ Compatible Device - -The `HCQCompiled` class defines the API for HCQ-compatible devices. This class serves as an abstract base class that device-specific implementations should inherit from and implement. - -::: tinygrad.runtime.support.hcq.HCQCompiled - options: - show_source: false - -#### Signals - -Signals are device-dependent structures used for synchronization and timing in HCQ-compatible devices. They should be designed to record both a `value` and a `timestamp` within the same signal. HCQ-compatible backend implementations should use `HCQSignal` as a base class. - -::: tinygrad.runtime.support.hcq.HCQSignal - options: - members: [value, timestamp, wait] - show_source: false - -The following Python code demonstrates the usage of signals: - -```python -signal = your_device.signal_t() - -HWQueue().timestamp(signal) \ - .signal(signal, value_to_fire) \ - .submit(your_device) - -signal.wait(value_to_fire) -signaled_value = signal.value # should be the same as `value_to_fire` -timestamp = signal.timestamp -``` - -##### Synchronization signals - -Each HCQ-compatible device must allocate two signals for global synchronization purposes. These signals are passed to the `HCQCompiled` base class during initialization: an active timeline signal `self.timeline_signal` and a shadow timeline signal `self._shadow_timeline_signal` which helps to handle signal value overflow issues. You can find more about synchronization in the [synchronization section](#synchronization) - -### HCQ Compatible Allocator - -The `HCQAllocator` base class simplifies allocator logic by leveraging [command queues](#command-queues) abstractions. This class efficiently handles copy and transfer operations, leaving only the alloc and free functions to be implemented by individual backends. - -::: tinygrad.runtime.support.hcq.HCQAllocator - options: - members: [ - "_alloc", - "_free", - ] - show_source: false - -#### HCQ Allocator Result Protocol - -Backends must adhere to the `HCQBuffer` protocol when returning allocation results. - -::: tinygrad.runtime.support.hcq.HCQBuffer - options: - members: true - show_source: false - -### HCQ Compatible Program - -`HCQProgram` is a base class for defining programs compatible with HCQ-enabled devices. It provides a flexible framework for handling different argument layouts (see `HCQArgsState`). - -::: tinygrad.runtime.support.hcq.HCQProgram - options: - members: true - show_source: false - -#### Arguments State - -`HCQArgsState` is a base class for managing the argument state for HCQ programs. Backend implementations should create a subclass of `HCQArgsState` to manage arguments for the given program. - -::: tinygrad.runtime.support.hcq.HCQArgsState - options: - members: true - show_source: false - -**Lifetime**: The `HCQArgsState` is passed to `HWQueue.exec` and is guaranteed not to be freed until `HWQueue.submit` for the same queue is called. - -### Synchronization - -HCQ-compatible devices use a global timeline signal for synchronizing all operations. This mechanism ensures proper ordering and completion of tasks across the device. By convention, `self.timeline_value` points to the next value to signal. So, to wait for all previous operations on the device to complete, wait for `self.timeline_value - 1` value. The following Python code demonstrates the typical usage of signals to synchronize execution to other operations on the device: - -```python -HWQueue().wait(your_device.timeline_signal, your_device.timeline_value - 1) \ - .exec(...) - .signal(your_device.timeline_signal, your_device.next_timeline()) \ - .submit(your_device) - -# Optionally wait for execution -your_device.timeline_signal.wait(your_device.timeline_value - 1) -``` - -## HCQGraph - -[HCQGraph](https://github.com/tinygrad/tinygrad/tree/master/tinygrad/runtime/graph/hcq.py) is a core feature that implements `GraphRunner` for HCQ-compatible devices. `HCQGraph` builds static `HWQueue` for all operations per device. To optimize enqueue time, only the necessary parts of the queues are updated for each run using the symbolic variables, avoiding a complete rebuild. -Optionally, queues can implement a `bind` API, which allows further optimization by eliminating the need to copy the queues into the device ring. diff --git a/tinygrad/docs/developer/kernelize.md b/tinygrad/docs/developer/kernelize.md deleted file mode 100644 index b38db222..00000000 --- a/tinygrad/docs/developer/kernelize.md +++ /dev/null @@ -1,109 +0,0 @@ -# Kernel Creation - -Tinygrad lazily builds up a graph of Tensor operations. The Tensor graph includes a mix of: - -- Buffer and Assignment Ops: `BUFFER`, `BUFFER_VIEW`, `COPY`, `ASSIGN` -- Movement Ops: `RESHAPE`, `EXPAND`, `PERMUTE`, `PAD`, `SHRINK`, `FLIP` -- Compute Ops: `ADD`, `MUL`, `REDUCE_AXIS`, ... - -`Tensor.kernelize` creates the kernels and buffers needed to realize the output Tensor(s). - -## Kernelize flow - -Let's see how a multiply add Tensor graph becomes a fused elementwise kernel. - -```py -# initialize 3 input buffers on the device -a = Tensor([1]).realize() -b = Tensor([2]).realize() -c = Tensor([3]).realize() - -# create the Tensor graph -mul = a*b -out = mul+c - -print(mul) # , None)> on METAL with grad None> -print(out) # , None)> on METAL with grad None> - -out.kernelize() - -print(mul) # , None)> on METAL with grad None> -print(out) # , None)> on METAL with grad None> -``` - -The multiply Tensor stays the same because it is fused. The output Tensor's UOp becomes a new ASSIGN UOp: - -```py -print(out.uop) -``` - -The first source is the output BUFFER: - -``` -UOp(Ops.BUFFER, dtypes.int, arg=1, src=( - UOp(Ops.DEVICE, dtypes.void, arg='METAL', src=()), - UOp(Ops.UNIQUE, dtypes.void, arg=6, src=()),)) -``` - -And the second source is the KERNEL and its 4 buffer edges (output_buffer, a, b, c): - -``` -UOp(Ops.KERNEL, dtypes.void, arg=,) (__add__, __mul__)>, src=( - UOp(Ops.BUFFER, dtypes.int, arg=1, src=( - x1:=UOp(Ops.DEVICE, dtypes.void, arg='METAL', src=()), - UOp(Ops.UNIQUE, dtypes.void, arg=6, src=()),)), - UOp(Ops.BUFFER, dtypes.int, arg=1, src=( - x1, - UOp(Ops.UNIQUE, dtypes.void, arg=1, src=()),)), - UOp(Ops.BUFFER, dtypes.int, arg=1, src=( - x1, - UOp(Ops.UNIQUE, dtypes.void, arg=3, src=()),)), - UOp(Ops.BUFFER, dtypes.int, arg=1, src=( - x1, - UOp(Ops.UNIQUE, dtypes.void, arg=5, src=()),)),)) -``` - -KERNEL describes the compute AST, metadata and memory dependencies. - -BUFFER holds a reference to the device memory where the output will be stored. - -Once a Tensor is kernelized, all children will LOAD its BUFFER, instead of fusing it: - -```py -child = out+2 -child.kernelize() -print(child.uop.src[1].arg.ast) -``` - -``` -UOp(Ops.SINK, dtypes.void, arg=None, src=( - UOp(Ops.STORE, dtypes.void, arg=None, src=( - UOp(Ops.DEFINE_GLOBAL, dtypes.int.ptr(1), arg=0, src=()), - x2:=UOp(Ops.VIEW, dtypes.void, arg=ShapeTracker(views=(View(shape=(1,), strides=(0,), offset=0, mask=None, contiguous=True),)), src=()), - UOp(Ops.ADD, dtypes.int, arg=None, src=( - UOp(Ops.LOAD, dtypes.int, arg=None, src=( - UOp(Ops.DEFINE_GLOBAL, dtypes.int.ptr(1), arg=1, src=()), - x2,)), - UOp(Ops.CONST, dtypes.int, arg=2, src=( - x2,)),)),)),)) -``` - -`Tensor.realize` will execute the kernels and write outputs to memory: - -```py -Tensor.realize(out) -print(out) # , )> on METAL with grad None> -print(out.item()) # 5 -``` - -
- -**Summary** - -- The large Tensor graph is built from a mix of data, compute and movement Ops. - -- `Tensor.kernelize` splits the Tensor graph into data (BUFFER), compute (KERNEL) and links dependencies with ASSIGN. - -- `Tensor.realize` executes KERNELs on device and replaces the Tensor graph with just a BUFFER. - -- Kernelize can be called multiple times on a Tensor. This allows for incrementally building the kernel fusion layout of a large Tensor graph, without having to call `realize` or `schedule`. diff --git a/tinygrad/docs/developer/runtime.md b/tinygrad/docs/developer/runtime.md deleted file mode 100644 index b246dfeb..00000000 --- a/tinygrad/docs/developer/runtime.md +++ /dev/null @@ -1,51 +0,0 @@ -# Runtime Overview - -## Overview - -A typical runtime consists of the following parts: - -- [Compiled](#compiled) -- [Allocator](#allocator) -- [Program](#program) -- [Compiler](#compiler) - -### Compiled - -The `Compiled` class is responsible for initializing and managing a device. - -::: tinygrad.device.Compiled - options: - members: [ - "synchronize" - ] - show_source: false - -### Allocator - -The `Allocator` class is responsible for managing memory on the device. There is also a version called the `LRUAllocator`, which caches allocated buffers to optimize performance. - -::: tinygrad.device.Allocator - options: - members: true - show_source: false - -::: tinygrad.device.LRUAllocator - options: - members: true - show_source: false - -### Program - -The `Program` class is created for each loaded program. It is responsible for executing the program on the device. As an example, here is a `CPUProgram` implementation which loads program and runs it. - -::: tinygrad.runtime.ops_cpu.CPUProgram - options: - members: true - -### Compiler - -The `Compiler` class compiles the output from the `Renderer` and produces it in a device-specific format. - -::: tinygrad.device.Compiler - options: - members: true diff --git a/tinygrad/docs/developer/speed.md b/tinygrad/docs/developer/speed.md deleted file mode 100644 index 5d24c8c3..00000000 --- a/tinygrad/docs/developer/speed.md +++ /dev/null @@ -1,71 +0,0 @@ -# speed in tinygrad - -## Overview - -Speed refers to many different things. To break it down to four, there's: - -- Compile Speed (Python) -- Execution Speed (driver) -- Model Speed (scheduler) -- Kernel Speed (codegen) - -## Compile Speed (Python) - -This is how long the first run of your model takes. It's limited largely by the runtime of the Python doing UOp rewrites. Currently it's a bit slow, but on par with torch.compile. It gets even slower if you are using BEAM, since that's compiling many variants of each kernel. - -This will be improved by writing faster graph_rewrite, doing less graph_rewrite, and better parallelization. - -## Execution Speed (driver) - -After your model is compiled, you are often using the `TinyJIT`. tinygrad has the best execution speed of any framework because it usually bypasses the GPU driver and prebuilds the command queue. It's tons faster than normal CUDA, and often even faster than CUDA Graph. - -There's very little to improve here, as this is almost never the bottleneck. - -## Model Speed (scheduler) - -The scheduler determines how operations are grouped into kernels and which Tensors are written to memory. This is currently a big bottleneck of training speed. - -The decisions are often not obvious. For example, when is it worth recomputing an arithmetic operation instead of storing and loading from memory? Example: - -```python -from tinygrad import Tensor -a = Tensor.rand(100) -b = Tensor.rand(100) -c = Tensor.rand(100) -d = Tensor.rand(100) -out1 = a+b+c -out2 = a+b+d -Tensor.realize(out1, out2) -``` - -The real answer is obvious, compute both `out1` and `out2` in the same kernel. But you can't always do that. If you can't, should `a+b` first be saved to a subbuffer? Or should both the `out1` and `out2` kernels recompute `a+b`? - -In this case: with recompute (6 reads + 2 writes), no recompute (6 reads + 3 writes), so we should probably recompute. However, once you add movement ops and casts this is even harder to figure out. tinygrad doesn't yet have a systematic way to do it. - -## Kernel Speed (codegen) - -Given that you have decided how the model ops will be grouped and what will be written to memory, kernel speed determines how fast that operation is done. This is what BEAM changes, it searches over a set of equivalent kernels which all perform the same operation and finds the one which performs the task the fastest. - -In `kernel.py` we have a set of `OptOps`, these control the parameters of the speed optimizations applied to the kernel. - -### Memory - -The main bottleneck in most kernels is accessing memory. In a freshman algorithms class, you'll learn about cache aware matrix multiplication, and this is all forms of that. While the same math is run, the order in which you run it can have large impacts on the speed depending on if the data you are loading. OptOps will change this order. - -Memory, even cache, is often much slower than accessing the register file. The amount of times data is used in math is called the "arithmetic intensity". For operations like BS=1 GEMV, the arithmetic intensity is 1, but for GEMMs and convs it can be much higher. OptOps like UPCAST and UNROLL can increase this, but be careful of making them too large, as if there's too much register pressure on the GPU the warp scheduler may not be able to fit many warps, or even worse, it could be spilling to local memory. - -4090s have 1 TB/s of ram bandwidth and ~160 TFLOPS of compute, so you need to use each loaded value ~100 times. The L1 cache has around 40 TB/s of bandwidth, so in order to get full compute utilization you need to use each value ~4 times. - -A lot of work can still be done here. For example, we never copy the inputs to on chip SRAM, but this is often quite helpful for kernel speed. Also, we aren't doing a good job with L2 cache awareness (the locals handle L1 quite well) - -### Tensor Cores - -Many accelerators have Tensor Cores / MAC arrays / systolic arrays. The main value of these is that, since they are 2-D, they create an n^2 ratio between the compute and the input data. - -GPUs use Tensor Cores instead of MAC arrays to fit better in the GPU warp paradigm. This is because the output of Tensor Cores is O(n) wrt the input, while the output of MAC arrays like the AMX is O(n^2) - -We have a simple framework in tinygrad for adding these ALU blocks and achieving good performance from them. - -### Indexing - -Indexing determines the address of the memory we need to load. GPUs often have less integer math resources than floating point math, so this can sometimes be the bottleneck. We have a symbolic math engine in our rewrite rules to simplify indexing before it's emitted to the kernel. Newer NVIDIA GPUs have a "Tensor Memory Accelerator" to assist with fast indexing, however, this is not supported in tinygrad yet. diff --git a/tinygrad/docs/developer/uop.md b/tinygrad/docs/developer/uop.md deleted file mode 100644 index 5562df2f..00000000 --- a/tinygrad/docs/developer/uop.md +++ /dev/null @@ -1,11 +0,0 @@ -::: tinygrad.uop.ops.UOp - options: - members: false - members_order: source - show_labels: false - -::: tinygrad.uop.ops.Ops - options: - members: true - members_order: source - show_labels: false diff --git a/tinygrad/docs/dtypes.md b/tinygrad/docs/dtypes.md deleted file mode 100644 index dc82e52f..00000000 --- a/tinygrad/docs/dtypes.md +++ /dev/null @@ -1,9 +0,0 @@ -::: tinygrad.dtype.DType - -::: tinygrad.dtype.dtypes - options: - members: true - members_order: source - show_labels: false - -::: tinygrad.dtype.ConstType \ No newline at end of file diff --git a/tinygrad/docs/env_vars.md b/tinygrad/docs/env_vars.md deleted file mode 100644 index 74d1351e..00000000 --- a/tinygrad/docs/env_vars.md +++ /dev/null @@ -1,64 +0,0 @@ -# List of environment variables that control tinygrad behavior. - -This is a list of environment variable that control the runtime behavior of tinygrad and its examples. -Most of these are self-explanatory, and are usually used to set an option at runtime. - -Example: `GPU=1 DEBUG=4 python3 -m pytest` - -However you can also decorate a function to set a value only inside that function. - -```python -# in tensor.py (probably only useful if you are a tinygrad developer) -@Context(DEBUG=4) -def numpy(self) -> ... -``` - -Or use contextmanager to temporarily set a value inside some scope: - -```python -with Context(DEBUG=0): - a = Tensor.ones(10, 10) - a *= 2 -``` - -## Global Variables -The columns of this list are are: Variable, Possible Value(s) and Description. - -- A `#` means that the variable can take any integer value. - -These control the behavior of core tinygrad even when used as a library. - -Variable | Possible Value(s) | Description ----|---|--- -DEBUG | [1-7] | enable debugging output (operations, timings, speed, generated code and more) -GPU | [1] | enable the GPU (OpenCL) backend -CUDA | [1] | enable CUDA backend -AMD | [1] | enable AMD backend -NV | [1] | enable NV backend -METAL | [1] | enable Metal backend (for Mac M1 and after) -CPU | [1] | enable CPU (Clang) backend -LLVM | [1] | enable LLVM backend -BEAM | [#] | number of beams in kernel beam search -DEFAULT_FLOAT | [HALF, ...]| specify the default float dtype (FLOAT32, HALF, BFLOAT16, FLOAT64, ...), default to FLOAT32 -IMAGE | [1-2] | enable 2d specific optimizations -FLOAT16 | [1] | use float16 for images instead of float32 -PTX | [1] | enable the specialized [PTX](https://docs.nvidia.com/cuda/parallel-thread-execution/) assembler for Nvidia GPUs. If not set, defaults to generic CUDA codegen backend. -PROFILE | [1] | enable profiling. This feature is supported in NV, AMD, QCOM and METAL backends. -VISIBLE_DEVICES | [list[int]]| restricts the NV/AMD devices that are available. The format is a comma-separated list of identifiers (indexing starts with 0). -JIT | [0-2] | 0=disabled, 1=[jit enabled](quickstart.md#jit) (default), 2=jit enabled, but graphs are disabled -VIZ | [1] | 0=disabled, 1=[viz enabled](https://github.com/tinygrad/tinygrad/tree/master/tinygrad/viz) -ALLOW_TF32 | [1] | enable TensorFloat-32 tensor cores on Ampere or newer GPUs. -WEBGPU_BACKEND | [WGPUBackendType_Metal, ...] | Force select a backend for WebGPU (Metal, DirectX, OpenGL, Vulkan...) -CUDA_PATH | str | Use `CUDA_PATH/include` for CUDA headers for CUDA and NV backends. If not set, TinyGrad will use `/usr/local/cuda/include`, `/usr/include` and `/opt/cuda/include`. - -## Debug breakdown - -Variable | Value | Description ----|---|--- -DEBUG | >= 1 | Enables debugging and lists devices being used -DEBUG | >= 2 | Provides performance metrics for operations, including timing, memory usage, bandwidth for each kernel execution -DEBUG | >= 3 | Outputs buffers used for each kernel (shape, dtype and strides) and the applied optimizations at a kernel level -DEBUG | >= 4 | Outputs the generated kernel code -DEBUG | >= 5 | Displays the intermediate representation of the computation UOps (AST) -DEBUG | >= 6 | Displays the intermediate representation of the computation UOps in a linearized manner, detailing the operation sequence -DEBUG | >= 7 | Outputs the assembly code generated for the target hardware diff --git a/tinygrad/docs/favicon.svg b/tinygrad/docs/favicon.svg deleted file mode 100644 index 420a33e0..00000000 --- a/tinygrad/docs/favicon.svg +++ /dev/null @@ -1,25 +0,0 @@ - - - - diff --git a/tinygrad/docs/index.md b/tinygrad/docs/index.md deleted file mode 100644 index f80c1242..00000000 --- a/tinygrad/docs/index.md +++ /dev/null @@ -1,53 +0,0 @@ -# tinygrad documentation - -Welcome to the docs for tinygrad. This page is for users of the tinygrad library. tinygrad is not 1.0 yet, but it will be soon. The API has been pretty stable for a while. - -While you can `pip install tinygrad`, we encourage you to install from source: - -```bash -git clone https://github.com/tinygrad/tinygrad.git -cd tinygrad -python3 -m pip install -e . -``` - -After you have installed tinygrad, try the [MNIST tutorial](mnist.md). - -If you are new to tensor libraries, learn how to use them by solving puzzles from [tinygrad-tensor-puzzles](https://github.com/obadakhalili/tinygrad-tensor-puzzles). - -We also have [developer docs](developer/developer.md), and Di Zhu has created a [bunch of tutorials](https://mesozoic-egg.github.io/tinygrad-notes/) to help understand how tinygrad works. - -## tinygrad Usage - -The main class you will interact with is [Tensor](tensor/index.md). It functions very similarly to PyTorch, but has a bit more of a functional style. tinygrad supports [many datatypes](dtypes.md). All operations in tinygrad are lazy, meaning they won't do anything until you realize. - -* tinygrad has a built in [neural network library](nn.md) with some classes, optimizers, and load/save state management. -* tinygrad has a JIT to make things fast. Decorate your pure function with `TinyJit` -* tinygrad has amazing support for multiple GPUs, allowing you to shard your Tensors with `Tensor.shard` - -To understand what training looks like in tinygrad, you should read `beautiful_mnist.py` - -We have a [quickstart guide](quickstart.md) and a [showcase](showcase.md) - -## tinygrad Stack - -Tinygrad vs others - -## Differences from PyTorch - -If you are migrating from PyTorch, welcome. Most of the API is the same. We hope you will find tinygrad both familiar and somehow more "correct feeling" - -### tinygrad doesn't have nn.Module - -There's nothing special about a "Module" class in tinygrad, it's just a normal class. [`nn.state.get_parameters`](nn.md/#tinygrad.nn.state.get_parameters) can be used to recursively search normal classes for valid tensors. Instead of the `forward` method in PyTorch, tinygrad just uses `__call__` - -### tinygrad is functional - -In tinygrad, you can do [`x.conv2d(w, b)`](tensor/ops.md/#tinygrad.Tensor.conv2d) or [`x.sparse_categorical_crossentropy(y)`](tensor/ops.md/#tinygrad.Tensor.sparse_categorical_crossentropy). We do also have a [`Conv2D`](nn.md/#tinygrad.nn.Conv2d) class like PyTorch if you want a place to keep the state, but all stateless operations don't have classes. - -### tinygrad is lazy - -When you do `a+b` in tinygrad, nothing happens. It's not until you [`realize`](tensor/properties.md#tinygrad.Tensor.realize) the Tensor that the computation actually runs. - -### tinygrad requires @TinyJit to be fast - -PyTorch spends a lot of development effort to make dispatch very fast. tinygrad doesn't. We have a simple decorator that will replay the kernels used in the decorated function. diff --git a/tinygrad/docs/logo_tiny_dark.svg b/tinygrad/docs/logo_tiny_dark.svg deleted file mode 100644 index a5aa3f22..00000000 --- a/tinygrad/docs/logo_tiny_dark.svg +++ /dev/null @@ -1,11 +0,0 @@ - - - - - - - - - - - \ No newline at end of file diff --git a/tinygrad/docs/logo_tiny_light.svg b/tinygrad/docs/logo_tiny_light.svg deleted file mode 100644 index 8c853793..00000000 --- a/tinygrad/docs/logo_tiny_light.svg +++ /dev/null @@ -1,11 +0,0 @@ - - - - - - - - - - - \ No newline at end of file diff --git a/tinygrad/docs/mnist.md b/tinygrad/docs/mnist.md deleted file mode 100644 index ce55890e..00000000 --- a/tinygrad/docs/mnist.md +++ /dev/null @@ -1,185 +0,0 @@ -# MNIST Tutorial - -After you have installed tinygrad, this is a great first tutorial. - -Start up a notebook locally, or use [colab](https://colab.research.google.com/). tinygrad is very lightweight, so it's easy to install anywhere and doesn't need a special colab image, but for speed we recommend a T4 GPU image. - -### One-liner to install tinygrad in colab - -```python -!pip install git+https://github.com/tinygrad/tinygrad.git -``` - -### What's the default device? - -```python -from tinygrad import Device -print(Device.DEFAULT) -``` - -You will see `CUDA` here on a GPU instance, or `CPU` here on a CPU instance. - -## A simple model - -We'll use the model from [the Keras tutorial](https://keras.io/examples/vision/mnist_convnet/). - -```python -from tinygrad import Tensor, nn - -class Model: - def __init__(self): - self.l1 = nn.Conv2d(1, 32, kernel_size=(3,3)) - self.l2 = nn.Conv2d(32, 64, kernel_size=(3,3)) - self.l3 = nn.Linear(1600, 10) - - def __call__(self, x:Tensor) -> Tensor: - x = self.l1(x).relu().max_pool2d((2,2)) - x = self.l2(x).relu().max_pool2d((2,2)) - return self.l3(x.flatten(1).dropout(0.5)) -``` - -Two key differences from PyTorch: - -* Only the stateful layers are declared in `__init__` -* There's no `nn.Module` class or `forward` function, just a normal class and `__call__` - -### Getting the dataset - -```python -from tinygrad.nn.datasets import mnist -X_train, Y_train, X_test, Y_test = mnist() -print(X_train.shape, X_train.dtype, Y_train.shape, Y_train.dtype) -# (60000, 1, 28, 28) dtypes.uchar (60000,) dtypes.uchar -``` - -tinygrad includes MNIST, it only adds four lines. Feel free to read the [function](https://github.com/tinygrad/tinygrad/blob/master/tinygrad/nn/datasets.py). - -## Using the model - -MNIST is small enough that the `mnist()` function copies the dataset to the default device. - -So creating the model and evaluating it is a matter of: - -```python -model = Model() -acc = (model(X_test).argmax(axis=1) == Y_test).mean() -# NOTE: tinygrad is lazy, and hasn't actually run anything by this point -print(acc.item()) # ~10% accuracy, as expected from a random model -``` - -### Training the model - -We'll use the Adam optimizer. The `nn.state.get_parameters` will walk the model class and pull out the parameters for the optimizer. Also, in tinygrad, it's typical to write a function to do the training step so it can be jitted. - -```python -optim = nn.optim.Adam(nn.state.get_parameters(model)) -batch_size = 128 -def step(): - Tensor.training = True # makes dropout work - samples = Tensor.randint(batch_size, high=X_train.shape[0]) - X, Y = X_train[samples], Y_train[samples] - optim.zero_grad() - loss = model(X).sparse_categorical_crossentropy(Y).backward() - optim.step() - return loss -``` - -You can time a step with: - -```python -import timeit -timeit.repeat(step, repeat=5, number=1) -#[0.08268719699981375, -# 0.07478952900009972, -# 0.07714716600003158, -# 0.07785399599970333, -# 0.07605237000007037] -``` - -So around 75 ms on T4 colab. - -If you want to see a breakdown of the time by kernel: - -```python -from tinygrad import GlobalCounters, Context -GlobalCounters.reset() -with Context(DEBUG=2): step() -``` - -### Why so slow? - -Unlike PyTorch, tinygrad isn't designed to be fast like that. While 75 ms for one step is plenty fast for debugging, it's not great for training. Here, we introduce the first quintessentially tinygrad concept, the `TinyJit`. - -```python -from tinygrad import TinyJit -jit_step = TinyJit(step) -``` - -NOTE: It can also be used as a decorator `@TinyJit` - -Now when we time it: - -```python -import timeit -timeit.repeat(jit_step, repeat=5, number=1) -# [0.2596786549997887, -# 0.08989566299987928, -# 0.0012115650001760514, -# 0.001010227999813651, -# 0.0012164899999334011] -``` - -1.0 ms is 75x faster! Note that we aren't syncing the GPU, so GPU time may be slower. - -The slowness the first two times is the JIT capturing the kernels. And this JIT will not run any Python in the function, it will just replay the tinygrad kernels that were run, so be aware that non tinygrad Python operations won't work. Randomness functions work as expected. - -Unlike other JITs, we JIT everything, including the optimizer. Think of it as a dumb replay on different data. - -## Putting it together - -Since we are just randomly sampling from the dataset, there's no real concept of an epoch. We have a batch size of 128, so the Keras example is taking about 7000 steps. - -```python -for step in range(7000): - loss = jit_step() - if step%100 == 0: - Tensor.training = False - acc = (model(X_test).argmax(axis=1) == Y_test).mean().item() - print(f"step {step:4d}, loss {loss.item():.2f}, acc {acc*100.:.2f}%") -``` - -It doesn't take long to reach 98%, and it usually reaches 99%. - -``` -step 0, loss 4.03, acc 71.43% -step 100, loss 0.34, acc 93.86% -step 200, loss 0.23, acc 95.97% -step 300, loss 0.18, acc 96.32% -step 400, loss 0.18, acc 96.76% -step 500, loss 0.13, acc 97.46% -step 600, loss 0.14, acc 97.45% -step 700, loss 0.10, acc 97.27% -step 800, loss 0.23, acc 97.49% -step 900, loss 0.13, acc 97.51% -step 1000, loss 0.13, acc 97.88% -step 1100, loss 0.11, acc 97.72% -step 1200, loss 0.14, acc 97.65% -step 1300, loss 0.12, acc 98.04% -step 1400, loss 0.25, acc 98.17% -step 1500, loss 0.11, acc 97.86% -step 1600, loss 0.21, acc 98.21% -step 1700, loss 0.14, acc 98.34% -... -``` - -## From here? - -tinygrad is yours to play with now. It's pure Python and short, so unlike PyTorch, fixing library bugs is well within your abilities. - -- It's two lines to add multiGPU support to this example (can you find them?). You have to `.shard` the model to all GPUs, and `.shard` the dataset by batch. -- `with Context(DEBUG=2)` shows the running kernels, `DEBUG=4` shows the code. All `Context` variables can also be environment variables. -- `with Context(BEAM=2)` will do a BEAM search on the kernels, searching many possible implementations for what runs the fastest on your hardware. After this search, tinygrad is usually speed competitive with PyTorch, and the results are cached so you won't have to search next time. - -[Join our Discord](https://discord.gg/ZjZadyC7PK) for help, and if you want to be a tinygrad developer. Please read the Discord rules when you get there. - -[Follow us on Twitter](https://twitter.com/__tinygrad__) to keep up with the project. diff --git a/tinygrad/docs/nn.md b/tinygrad/docs/nn.md deleted file mode 100644 index 4c030bc2..00000000 --- a/tinygrad/docs/nn.md +++ /dev/null @@ -1,40 +0,0 @@ -## Neural Network classes - -::: tinygrad.nn.BatchNorm -::: tinygrad.nn.Conv1d -::: tinygrad.nn.Conv2d -::: tinygrad.nn.ConvTranspose1d -::: tinygrad.nn.ConvTranspose2d -::: tinygrad.nn.Linear -::: tinygrad.nn.GroupNorm -::: tinygrad.nn.InstanceNorm -::: tinygrad.nn.LayerNorm -::: tinygrad.nn.LayerNorm2d -::: tinygrad.nn.RMSNorm -::: tinygrad.nn.Embedding -::: tinygrad.nn.LSTMCell - -## Optimizers - -::: tinygrad.nn.optim.SGD -::: tinygrad.nn.optim.LARS -::: tinygrad.nn.optim.AdamW -::: tinygrad.nn.optim.Adam -::: tinygrad.nn.optim.LAMB - -## Load/Save - -::: tinygrad.nn.state.safe_load -::: tinygrad.nn.state.safe_save -::: tinygrad.nn.state.get_state_dict -::: tinygrad.nn.state.get_parameters -::: tinygrad.nn.state.load_state_dict -::: tinygrad.nn.state.tar_extract - options: - show_signature: false - separate_signature: false -::: tinygrad.nn.state.torch_load - options: - show_signature: false - separate_signature: false -::: tinygrad.nn.state.gguf_load diff --git a/tinygrad/docs/quickstart.md b/tinygrad/docs/quickstart.md deleted file mode 100644 index 0153cd51..00000000 --- a/tinygrad/docs/quickstart.md +++ /dev/null @@ -1,305 +0,0 @@ -# Quick Start Guide - -This guide assumes no prior knowledge of pytorch or any other deep learning framework, but does assume some basic knowledge of neural networks. -It is intended to be a very quick overview of the high level API that tinygrad provides. - -This guide is also structured as a tutorial which at the end of it you will have a working model that can classify handwritten digits. - -We need some imports to get started: - -```python -import numpy as np -from tinygrad.helpers import Timing -``` - -## Tensors - -Tensors are the base data structure in tinygrad. They can be thought of as a multidimensional array of a specific data type. -All high level operations in tinygrad operate on these tensors. - -The tensor class can be imported like so: - -```python -from tinygrad import Tensor -``` - -Tensors can be created from an existing data structure like a python list or numpy ndarray: - -```python -t1 = Tensor([1, 2, 3, 4, 5]) -na = np.array([1, 2, 3, 4, 5]) -t2 = Tensor(na) -``` - -Tensors can also be created using one of the many factory methods: - -```python -full = Tensor.full(shape=(2, 3), fill_value=5) # create a tensor of shape (2, 3) filled with 5 -zeros = Tensor.zeros(2, 3) # create a tensor of shape (2, 3) filled with 0 -ones = Tensor.ones(2, 3) # create a tensor of shape (2, 3) filled with 1 - -full_like = Tensor.full_like(full, fill_value=2) # create a tensor of the same shape as `full` filled with 2 -zeros_like = Tensor.zeros_like(full) # create a tensor of the same shape as `full` filled with 0 -ones_like = Tensor.ones_like(full) # create a tensor of the same shape as `full` filled with 1 - -eye = Tensor.eye(3) # create a 3x3 identity matrix -arange = Tensor.arange(start=0, stop=10, step=1) # create a tensor of shape (10,) filled with values from 0 to 9 - -rand = Tensor.rand(2, 3) # create a tensor of shape (2, 3) filled with random values from a uniform distribution -randn = Tensor.randn(2, 3) # create a tensor of shape (2, 3) filled with random values from a standard normal distribution -uniform = Tensor.uniform(2, 3, low=0, high=10) # create a tensor of shape (2, 3) filled with random values from a uniform distribution between 0 and 10 -``` - -There are even more of these factory methods, you can find them in the [Tensor Creation](tensor/creation.md) file. - -All the tensors creation methods can take a `dtype` argument to specify the data type of the tensor, find the supported `dtype` in [dtypes](dtypes.md). - -```python -from tinygrad import dtypes - -t3 = Tensor([1, 2, 3, 4, 5], dtype=dtypes.int32) -``` - -Tensors allow you to perform operations on them like so: - -```python -t4 = Tensor([1, 2, 3, 4, 5]) -t5 = (t4 + 1) * 2 -t6 = (t5 * t4).relu().log_softmax() -``` - -All of these operations are lazy and are only executed when you realize the tensor using `.realize()` or `.numpy()`. - -```python -print(t6.numpy()) -# [-56. -48. -36. -20. 0.] -``` - -There are a lot more operations that can be performed on tensors, you can find them in the [Tensor Ops](tensor/ops.md) file. -Additionally reading through [abstractions2.py](https://github.com/tinygrad/tinygrad/blob/master/docs/abstractions2.py) will help you understand how operations on these tensors make their way down to your hardware. - -## Models - -Neural networks in tinygrad are really just represented by the operations performed on tensors. -These operations are commonly grouped into the `__call__` method of a class which allows modularization and reuse of these groups of operations. -These classes do not need to inherit from any base class, in fact if they don't need any trainable parameters they don't even need to be a class! - -An example of this would be the `nn.Linear` class which represents a linear layer in a neural network. - -```python -class Linear: - def __init__(self, in_features, out_features, bias=True, initialization: str='kaiming_uniform'): - self.weight = getattr(Tensor, initialization)(out_features, in_features) - self.bias = Tensor.zeros(out_features) if bias else None - - def __call__(self, x): - return x.linear(self.weight.transpose(), self.bias) -``` - -There are more neural network modules already implemented in [nn](nn.md), and you can also implement your own. - -We will be implementing a simple neural network that can classify handwritten digits from the MNIST dataset. -Our classifier will be a simple 2 layer neural network with a Leaky ReLU activation function. -It will use a hidden layer size of 128 and an output layer size of 10 (one for each digit) with no bias on either Linear layer. - -```python -class TinyNet: - def __init__(self): - self.l1 = Linear(784, 128, bias=False) - self.l2 = Linear(128, 10, bias=False) - - def __call__(self, x): - x = self.l1(x) - x = x.leaky_relu() - x = self.l2(x) - return x - -net = TinyNet() -``` - -We can see that the forward pass of our neural network is just the sequence of operations performed on the input tensor `x`. -We can also see that functional operations like `leaky_relu` are not defined as classes and instead are just methods we can just call. -Finally, we just initialize an instance of our neural network, and we are ready to start training it. - -## Training - -Now that we have our neural network defined we can start training it. -Training neural networks in tinygrad is super simple. -All we need to do is define our neural network, define our loss function, and then call `.backward()` on the loss function to compute the gradients. -They can then be used to update the parameters of our neural network using one of the many [Optimizers](nn.md#optimizers). - -For our loss function we will be using sparse categorical cross entropy loss. The implementation below is taken from [tensor.py](https://github.com/tinygrad/tinygrad/blob/master/tinygrad/tensor.py), it's copied below to highlight an important detail of tinygrad. - -```python -def sparse_categorical_crossentropy(self, Y, ignore_index=-1) -> Tensor: - loss_mask = Y != ignore_index - y_counter = Tensor.arange(self.shape[-1], dtype=dtypes.int32, requires_grad=False, device=self.device).unsqueeze(0).expand(Y.numel(), self.shape[-1]) - y = ((y_counter == Y.flatten().reshape(-1, 1)).where(-1.0, 0) * loss_mask.reshape(-1, 1)).reshape(*Y.shape, self.shape[-1]) - return self.log_softmax().mul(y).sum() / loss_mask.sum() -``` - -As we can see in this implementation of cross entropy loss, there are certain operations that tinygrad does not support natively. -Load/store ops are not supported in tinygrad natively because they add complexity when trying to port to different backends, 90% of the models out there don't use/need them, and they can be implemented like it's done above with an `arange` mask. - -For our optimizer we will be using the traditional stochastic gradient descent optimizer with a learning rate of 3e-4. - -```python -from tinygrad.nn.optim import SGD - -opt = SGD([net.l1.weight, net.l2.weight], lr=3e-4) -``` - -We can see that we are passing in the parameters of our neural network to the optimizer. -This is due to the fact that the optimizer needs to know which parameters to update. -There is a simpler way to do this just by using `get_parameters(net)` from `tinygrad.nn.state` which will return a list of all the parameters in the neural network. -The parameters are just listed out explicitly here for clarity. - -Now that we have our network, loss function, and optimizer defined all we are missing is the data to train on! -There are a couple of dataset loaders in tinygrad located in [/extra/datasets](https://github.com/tinygrad/tinygrad/blob/master/extra/datasets). -We will be using the MNIST dataset loader. - -```python -from extra.datasets import fetch_mnist -``` - -Now we have everything we need to start training our neural network. -We will be training for 1000 steps with a batch size of 64. - -We use `with Tensor.train()` to set the internal flag `Tensor.training` to `True` during training. -Upon exit, the flag is restored to its previous value by the context manager. - -```python -X_train, Y_train, X_test, Y_test = fetch_mnist() - -with Tensor.train(): - for step in range(1000): - # random sample a batch - samp = np.random.randint(0, X_train.shape[0], size=(64)) - batch = Tensor(X_train[samp], requires_grad=False) - # get the corresponding labels - labels = Tensor(Y_train[samp]) - - # forward pass - out = net(batch) - - # compute loss - loss = sparse_categorical_crossentropy(out, labels) - - # zero gradients - opt.zero_grad() - - # backward pass - loss.backward() - - # update parameters - opt.step() - - # calculate accuracy - pred = out.argmax(axis=-1) - acc = (pred == labels).mean() - - if step % 100 == 0: - print(f"Step {step+1} | Loss: {loss.numpy()} | Accuracy: {acc.numpy()}") -``` - -## Evaluation - -Now that we have trained our neural network we can evaluate it on the test set. -We will be using the same batch size of 64 and will be evaluating for 1000 of those batches. - -```python -with Timing("Time: "): - avg_acc = 0 - for step in range(1000): - # random sample a batch - samp = np.random.randint(0, X_test.shape[0], size=(64)) - batch = Tensor(X_test[samp], requires_grad=False) - # get the corresponding labels - labels = Y_test[samp] - - # forward pass - out = net(batch) - - # calculate accuracy - pred = out.argmax(axis=-1).numpy() - avg_acc += (pred == labels).mean() - print(f"Test Accuracy: {avg_acc / 1000}") -``` - -## And that's it - -Highly recommend you check out the [examples/](https://github.com/tinygrad/tinygrad/blob/master/examples) folder for more examples of using tinygrad. -Reading the source code of tinygrad is also a great way to learn how it works. -Specifically the tests in [test/](https://github.com/tinygrad/tinygrad/blob/master/test) are a great place to see how to use and the semantics of the different operations. -There are also a bunch of models implemented in [models/](https://github.com/tinygrad/tinygrad/blob/master/extra/models) that you can use as a reference. - -Additionally, feel free to ask questions in the `#learn-tinygrad` channel on the [discord](https://discord.gg/beYbxwxVdx). Don't ask to ask, just ask! - -## Extras - -### JIT - -Additionally, it is possible to speed up the computation of certain neural networks by using the JIT. -Currently, this does not support models with varying input sizes and non tinygrad operations. - -To use the JIT we just need to add a function decorator to the forward pass of our neural network and ensure that the input and output are realized tensors. -Or in this case we will create a wrapper function and decorate the wrapper function to speed up the evaluation of our neural network. - -```python -from tinygrad import TinyJit - -@TinyJit -def jit(x): - return net(x).realize() - -with Timing("Time: "): - avg_acc = 0 - for step in range(1000): - # random sample a batch - samp = np.random.randint(0, X_test.shape[0], size=(64)) - batch = Tensor(X_test[samp], requires_grad=False) - # get the corresponding labels - labels = Y_test[samp] - - # forward pass with jit - out = jit(batch) - - # calculate accuracy - pred = out.argmax(axis=-1).numpy() - avg_acc += (pred == labels).mean() - print(f"Test Accuracy: {avg_acc / 1000}") -``` - -You will find that the evaluation time is much faster than before and that your accelerator utilization is much higher. - -### Saving and Loading Models - -The standard weight format for tinygrad is [safetensors](https://github.com/huggingface/safetensors). This means that you can load the weights of any model also using safetensors into tinygrad. -There are functions in [state.py](https://github.com/tinygrad/tinygrad/blob/master/tinygrad/nn/state.py) to save and load models to and from this format. - -```python -from tinygrad.nn.state import safe_save, safe_load, get_state_dict, load_state_dict - -# first we need the state dict of our model -state_dict = get_state_dict(net) - -# then we can just save it to a file -safe_save(state_dict, "model.safetensors") - -# and load it back in -state_dict = safe_load("model.safetensors") -load_state_dict(net, state_dict) -``` - -Many of the models in the [models/](https://github.com/tinygrad/tinygrad/tree/master/extra/models) folder have a `load_from_pretrained` method that will download and load the weights for you. These usually are pytorch weights meaning that you would need pytorch installed to load them. - -### Environment Variables - -There exist a bunch of environment variables that control the runtime behavior of tinygrad. -Some of the commons ones are `DEBUG` and the different backend enablement variables. - -You can find a full list and their descriptions in [env_vars.md](env_vars.md). - -### Visualizing the Computation Graph - -It is possible to visualize the computation graph of a neural network using VIZ=1. diff --git a/tinygrad/docs/ramp.py b/tinygrad/docs/ramp.py deleted file mode 100644 index ab4323cb..00000000 --- a/tinygrad/docs/ramp.py +++ /dev/null @@ -1,293 +0,0 @@ -#!/usr/bin/env python3 - -# this file is a "ramp" for people new to tinygrad to think about how to approach it -# it is runnable and editable. -# whenever you see stuff like DEBUG=2 or CPU=1 discussed, these are environment variables -# in a unix shell like bash `DEBUG=2 CPU=1 python docs/ramp.py` - -# this pip installs tinygrad master for the system -# the -e allows you to edit the tinygrad folder and update system tinygrad -# tinygrad is pure Python, so you are encouraged to do this -# git pull in the tinygrad directory will also get you the latest -""" -git clone https://github.com/tinygrad/tinygrad.git -cd tinygrad -python3 -m pip install -e . -""" - -# %% ******** -print("******* PART 1 *******") - -# we start with a Device. -# a Device is where Tensors are stored and compute is run -# tinygrad autodetects the best device on your system and makes it the DEFAULT -from tinygrad import Device -print(Device.DEFAULT) # on Mac, you can see this prints METAL - -# now, lets create a Tensor -from tinygrad import Tensor, dtypes -t = Tensor([1,2,3,4]) - -# you can see this Tensor is on the DEFAULT device with int dtype and shape (4,) -assert t.device == Device.DEFAULT -assert t.dtype == dtypes.int -assert t.shape == (4,) - -# unlike in torch, if we print it, it doesn't print the contents -# this is because tinygrad is lazy -# this Tensor has not been computed yet -print(t) -# , None)> on METAL with grad None> - -# the ".uop" property on Tensor contains the specification of how to compute it -print(t.uop) -""" -UOp(Ops.COPY, dtypes.int, arg=None, src=( - UOp(Ops.BUFFER, dtypes.int, arg=4, src=( - UOp(Ops.UNIQUE, dtypes.void, arg=0, src=()), - UOp(Ops.DEVICE, dtypes.void, arg='PYTHON', src=()),)), - UOp(Ops.DEVICE, dtypes.void, arg='METAL', src=()),)) -""" -# as you can see, it's specifying a copy from PYTHON device -# which is where the [1,2,3,4] array lives - -# UOps are the specification language in tinygrad -# they are immutable and form a DAG -# they have a "Ops", a "dtype", a tuple of srcs (parents), and an arg - -t.realize() -# if we want to "realize" a tensor, we can with the "realize" method -# now when we look at the uop, it's changed -print(t.uop) -""" -UOp(Ops.BUFFER, dtypes.int, arg=4, src=( - UOp(Ops.UNIQUE, dtypes.void, arg=1, src=()), - UOp(Ops.DEVICE, dtypes.void, arg='METAL', src=()),)) -""" -# the copy was actually run, and now the "uop" of the Tensor is just a BUFFER -# if you run this script with DEBUG=2 in the environment, you can see the copy happen -# *** METAL 1 copy 16, METAL <- PYTHON ... - -# now let's do some compute -# we look at the uop to see the specification of the compute -t_times_2 = t * 2 -print(t_times_2.uop) -""" -UOp(Ops.MUL, dtypes.int, arg=None, src=( - UOp(Ops.BUFFER, dtypes.int, arg=4, src=( - UOp(Ops.UNIQUE, dtypes.void, arg=1, src=()), - x2:=UOp(Ops.DEVICE, dtypes.void, arg='METAL', src=()),)), - UOp(Ops.EXPAND, dtypes.int, arg=(4,), src=( - UOp(Ops.RESHAPE, dtypes.int, arg=(1,), src=( - UOp(Ops.CONST, dtypes.int, arg=2, src=( - UOp(Ops.VIEW, dtypes.void, arg=ShapeTracker(views=(View(shape=(), strides=(), offset=0, mask=None, contiguous=True),)), src=( - x2,)),)),)),)),)) -""" -# the BUFFER from above is being multiplied by a CONST 2 -# it's RESHAPEd and EXPANDed to broadcast the CONST to the BUFFER - -# we can check the result with -assert t_times_2.tolist() == [2, 4, 6, 8] - -# UOps are both immutable and globally unique -# if i multiply the Tensor by 4 twice, these result Tensors will have the same uop specification -t_times_4_try_1 = t * 4 -t_times_4_try_2 = t * 4 -assert t_times_4_try_1.uop is t_times_4_try_2.uop -# the specification isn't just the same, it's the exact same Python object -assert t_times_4_try_1 is not t_times_4_try_2 -# the Tensor is a different Python object - -# if we realize `t_times_4_try_1` ... -t_times_4_try_1.realize() -print(t_times_4_try_2.uop) -""" -UOp(Ops.BUFFER, dtypes.int, arg=4, src=( - UOp(Ops.UNIQUE, dtypes.void, arg=4, src=()), - UOp(Ops.DEVICE, dtypes.void, arg='METAL', src=()),)) -""" -# ... `t_times_4_try_2` also becomes the same BUFFER -assert t_times_4_try_1.uop is t_times_4_try_2.uop -# so this print doesn't require any computation, just a copy back to the CPU so we can print it -print("** only the copy start") -print(t_times_4_try_2.tolist()) # [4, 8, 12, 16] -print("** only the copy end") -# you can confirm this with DEBUG=2, seeing what's printed in between the "**" prints - -# tinygrad has an auto differentiation engine that operates according to these same principles -# the derivative of "log(x)" is "1/x", and you can see this on line 20 of gradient.py -t_float = Tensor([3.0]) -t_log = t_float.log() -t_log_grad, = t_log.sum().gradient(t_float) -# due to how log is implemented, this gradient contains a lot of UOps -print(t_log_grad.uop) -# ...not shown here... -# but if you run with DEBUG=4 (CPU=1 used here for simpler code), you can see the generated code -""" -void E_(float* restrict data0, float* restrict data1) { - float val0 = *(data1+0); - *(data0+0) = (0.6931471805599453f*(1/(val0*0.6931471805599453f))); -} -""" -# the derivative is close to 1/3 -assert (t_log_grad.item() - 1/3) < 1e-6 - -# %% ******** -print("******* PART 2 *******") - -# we redefine the same t here so this cell can run on it's own -from tinygrad import Tensor -t = Tensor([1,2,3,4]) - -# what's above gives you enough of an understanding to go use tinygrad as a library -# however, a lot of the beauty of tinygrad is in how easy it is to interact with the internals -# NOTE: the APIs here are subject to change - -t_plus_3_plus_4 = t + 3 + 4 -print(t_plus_3_plus_4.uop) -""" -UOp(Ops.ADD, dtypes.int, arg=None, src=( - UOp(Ops.ADD, dtypes.int, arg=None, src=( - UOp(Ops.BUFFER, dtypes.int, arg=4, src=( - UOp(Ops.UNIQUE, dtypes.void, arg=1, src=()), - x3:=UOp(Ops.DEVICE, dtypes.void, arg='CPU', src=()),)), - UOp(Ops.EXPAND, dtypes.int, arg=(4,), src=( - UOp(Ops.RESHAPE, dtypes.int, arg=(1,), src=( - UOp(Ops.CONST, dtypes.int, arg=3, src=( - x7:=UOp(Ops.VIEW, dtypes.void, arg=ShapeTracker(views=(View(shape=(), strides=(), offset=0, mask=None, contiguous=True),)), src=( - x3,)),)),)),)),)), - UOp(Ops.EXPAND, dtypes.int, arg=(4,), src=( - UOp(Ops.RESHAPE, dtypes.int, arg=(1,), src=( - UOp(Ops.CONST, dtypes.int, arg=4, src=( - x7,)),)),)),)) -""" -# you can see it's adding both 3 and 4 - -# but by the time we are actually running the code, it's adding 7 -# `kernelize` will simplify and group the operations in the graph into kernels -t_plus_3_plus_4.kernelize() -print(t_plus_3_plus_4.uop) -""" -UOp(Ops.ASSIGN, dtypes.int, arg=None, src=( - x0:=UOp(Ops.BUFFER, dtypes.int, arg=4, src=( - UOp(Ops.UNIQUE, dtypes.void, arg=7, src=()), - x2:=UOp(Ops.DEVICE, dtypes.void, arg='CPU', src=()),)), - UOp(Ops.KERNEL, dtypes.void, arg=,) (__add__,)>, src=( - x0, - UOp(Ops.BUFFER, dtypes.int, arg=4, src=( - UOp(Ops.UNIQUE, dtypes.void, arg=1, src=()), - x2,)),)),)) -""" -# ASSIGN has two srcs, src[0] is the BUFFER that's assigned to, and src[1] is the thing to assign -# src[1] is the GPU Kernel that's going to be run -# we can get the ast of the Kernel as follows -kernel_ast = t_plus_3_plus_4.uop.src[1].arg.ast - -# almost everything in tinygrad functions as a rewrite of the UOps -# the codegen rewrites the ast to a simplified form ready for "rendering" -from tinygrad.codegen import full_rewrite_to_sink -rewritten_ast = full_rewrite_to_sink(kernel_ast) -print(rewritten_ast) -""" -UOp(Ops.SINK, dtypes.void, arg=None, src=( - UOp(Ops.STORE, dtypes.void, arg=None, src=( - UOp(Ops.INDEX, dtypes.int.ptr(4), arg=None, src=( - UOp(Ops.DEFINE_GLOBAL, dtypes.int.ptr(4), arg=0, src=()), - x3:=UOp(Ops.SPECIAL, dtypes.int, arg=('gidx0', 4), src=()),)), - UOp(Ops.ADD, dtypes.int, arg=None, src=( - UOp(Ops.LOAD, dtypes.int, arg=None, src=( - UOp(Ops.INDEX, dtypes.int.ptr(4), arg=None, src=( - UOp(Ops.DEFINE_GLOBAL, dtypes.int.ptr(4), arg=1, src=()), - x3,)),)), - UOp(Ops.CONST, dtypes.int, arg=7, src=()),)),)),)) -""" -# you can see at this point we are adding 7, not 3 and 4 - -# with DEBUG=4, we can see the code. -# since optimizations are on, it UPCASTed the operation, explicitly writing out all 4 +7s -t_plus_3_plus_4.realize() -""" -void E_4n2(int* restrict data0, int* restrict data1) { - int val0 = *(data1+0); - int val1 = *(data1+1); - int val2 = *(data1+2); - int val3 = *(data1+3); - *(data0+0) = (val0+7); - *(data0+1) = (val1+7); - *(data0+2) = (val2+7); - *(data0+3) = (val3+7); -} -""" -# the function name E_4n2 is "E" for elementwise op (as opposed to "r" for reduce op) -# "4" for the size, and "n2" for name deduping (it's the 3rd function with the same E and 4 in this session) -# when you print the name with DEBUG=2, you'll see the 4 is yellow, meaning that it's upcasted -# if you run with NOOPT=1 ... -""" -void E_4n2(int* restrict data0, int* restrict data1) { - for (int ridx0 = 0; ridx0 < 4; ridx0++) { - int val0 = *(data1+ridx0); - *(data0+ridx0) = (val0+7); - } -} -""" -# ... you get this unoptimized code with a loop and the 4 is blue (for global). the color code is in kernel.py - -# %% ******** -print("******* PART 3 *******") - -# now, we go even lower and understand UOps better and how the graph rewrite engine works. -# it's much simpler than what's in LLVM or MLIR - -from tinygrad import dtypes -from tinygrad.uop import UOp, Ops - -# first, we'll construct some const UOps -a = UOp(Ops.CONST, dtypes.int, arg=2) -b = UOp(Ops.CONST, dtypes.int, arg=2) - -# if you have been paying attention, you should know these are the same Python object -assert a is b - -# UOps support normal Python math operations, so a_plus_b expresses the spec for 2 + 2 -a_plus_b = a + b -print(a_plus_b) -""" -UOp(Ops.ADD, dtypes.int, arg=None, src=( - x0:=UOp(Ops.CONST, dtypes.int, arg=2, src=()), - x0,)) -""" - -# we could actually render this 2+2 into a language like c and run it -# or, we can use tinygrad's graph rewrite engine to "constant fold" - -from tinygrad.uop.ops import graph_rewrite, UPat, PatternMatcher - -# a `PatternMatcher` is a list of tuples. for each element in the list: -# [0] is the pattern to match, and [1] is the function to run. -# this function can return either a UOp to replace the pattern with, or None to not replace -simple_pm = PatternMatcher([ - (UPat(Ops.ADD, src=(UPat(Ops.CONST, name="c1"), UPat(Ops.CONST, name="c2"))), - lambda c1,c2: UOp(Ops.CONST, dtype=c1.dtype, arg=c1.arg+c2.arg)), -]) -# this pattern matches the addition of two CONST and rewrites it into a single CONST UOp - -# to actually apply the pattern to a_plus_b, we use graph_rewrite -a_plus_b_simplified = graph_rewrite(a_plus_b, simple_pm) -print(a_plus_b_simplified) -""" -UOp(Ops.CONST, dtypes.int, arg=4, src=()) -""" -# 2+2 is in fact, 4 - -# we can also use syntactic sugar to write the pattern nicer -simpler_pm = PatternMatcher([ - (UPat.cvar("c1")+UPat.cvar("c2"), lambda c1,c2: c1.const_like(c1.arg+c2.arg)) -]) -assert graph_rewrite(a_plus_b, simple_pm) is graph_rewrite(a_plus_b, simpler_pm) -# note again the use of is, UOps are immutable and globally unique - -# %% ******** - -# that brings you to an understanding of the most core concepts in tinygrad -# you can run this with VIZ=1 to use the web based graph rewrite explorer -# hopefully now you understand it. the nodes in the graph are just UOps diff --git a/tinygrad/docs/runtime.md b/tinygrad/docs/runtime.md deleted file mode 100644 index 045ca91c..00000000 --- a/tinygrad/docs/runtime.md +++ /dev/null @@ -1,74 +0,0 @@ -# Runtimes - -tinygrad supports various runtimes, enabling your code to scale across a wide range of devices. The default runtime can be automatically selected based on the available hardware, or you can force a specific runtime to be default using environment variables (e.g., `CPU=1`). - -| Runtime | Description | Requirements | -|---------|-------------|--------------| -| [NV](https://github.com/tinygrad/tinygrad/tree/master/tinygrad/runtime/ops_nv.py) | Provides acceleration for NVIDIA GPUs | Ampere/Ada series GPUs | -| [AMD](https://github.com/tinygrad/tinygrad/tree/master/tinygrad/runtime/ops_amd.py) | Provides acceleration for AMD GPUs | RDNA2/RDNA3/RDNA4 series GPUs. You can select one of the interfaces for communication by setting `AMD_IFACE=(KFD|PCI)`. See [AMD interfaces](#amd-interfaces) for more details. | -| [QCOM](https://github.com/tinygrad/tinygrad/tree/master/tinygrad/runtime/ops_qcom.py) | Provides acceleration for QCOM GPUs | 6xx series GPUs | -| [METAL](https://github.com/tinygrad/tinygrad/tree/master/tinygrad/runtime/ops_metal.py) | Utilizes Metal for acceleration on Apple devices | M1+ Macs; Metal 3.0+ for `bfloat` support | -| [CUDA](https://github.com/tinygrad/tinygrad/tree/master/tinygrad/runtime/ops_cuda.py) | Utilizes CUDA for acceleration on NVIDIA GPUs | NVIDIA GPU with CUDA support | -| [GPU (OpenCL)](https://github.com/tinygrad/tinygrad/tree/master/tinygrad/runtime/ops_gpu.py) | Accelerates computations using OpenCL on GPUs | OpenCL 2.0 compatible device | -| [CPU (C Code)](https://github.com/tinygrad/tinygrad/tree/master/tinygrad/runtime/ops_cpu.py) | Runs on CPU using the clang compiler | `clang` compiler in system `PATH` | -| [LLVM (LLVM IR)](https://github.com/tinygrad/tinygrad/tree/master/tinygrad/runtime/ops_llvm.py) | Runs on CPU using the LLVM compiler infrastructure | llvm libraries installed and findable | -| [WEBGPU](https://github.com/tinygrad/tinygrad/tree/master/tinygrad/runtime/ops_webgpu.py) | Runs on GPU using the Dawn WebGPU engine (used in Google Chrome) | Dawn library installed and findable. Download binaries [here](https://github.com/wpmed92/pydawn/releases/tag/v0.1.6). | - -## Interoperability - -tinygrad provides interoperability with OpenCL and PyTorch, allowing efficient tensor data sharing between frameworks through the `Tensor.from_blob` API. This enables zero-copy operations by working directly with external memory pointers. - -**Important**: When using external memory pointers with tinygrad tensors, you must ensure these pointers remain valid throughout the entire lifetime of the tinygrad tensor to prevent memory corruption. - -### `CUDA`/`METAL` PyTorch Interoperability - -You can seamlessly work with CUDA/MPS tensors between PyTorch and tinygrad without data copying: -```python -from tinygrad.dtype import _from_torch_dtype -tensor1 = torch.tensor([1.0, 2.0, 3.0], device=torch.device("cuda")) -tiny_tensor1 = Tensor.from_blob(tensor1.data_ptr(), tensor1.shape, dtype=_from_torch_dtype(tensor1.dtype), device='CUDA') - -# Before tinygrad calculations, mps needs to be synchronized to make sure data is valid. -if data.device.type == "mps": torch.mps.synchronize() -else: torch.cuda.synchronize() - -x = (tiny_tensor1 + 1).realize() -``` - -### `QCOM` OpenCL Interoperability - -tinygrad supports OpenCL interoperability on `QCOM` backend. - -Buffer interop allows direct access to OpenCL memory buffers: -```python -# create raw opencl buffer. -cl_buf = cl.clCreateBuffer(cl_context, cl.CL_MEM_READ_WRITE, 0x100, None, status := ctypes.c_int32()) - -# extract pointers -cl_buf_desc_ptr = to_mv(ctypes.addressof(cl_buf), 8).cast('Q')[0] -rawbuf_ptr = to_mv(cl_buf_desc_ptr, 0x100).cast('Q')[20] # offset 0xA0 is a raw gpu pointer. - -# create tiny tensor -tiny = Tensor.from_blob(rawbuf_ptr, (8, 8), dtype=dtypes.int, device='QCOM') -``` - -And the same for the images: -```python -# create cl image. -cl_img = cl.clCreateImage2D(cl_context, cl.CL_MEM_READ_WRITE, cl.cl_image_format(cl.CL_RGBA, cl.CL_FLOAT), w, h, 0, None, status := ctypes.c_int32()) - -# extract pointers -cl_buf_desc_ptr = to_mv(ctypes.addressof(cl_img), 8).cast('Q')[0] -rawbuf_ptr = to_mv(cl_buf_desc_ptr, 0x100).cast('Q')[20] # offset 0xA0 is a raw gpu pointer. - -# create tiny tensor -tiny = Tensor.from_blob(rawbuf_ptr, (h*w*4,), dtype=dtypes.imagef((h,w)), device='QCOM') -``` - -## AMD Interfaces -AMD backend supports several interfaces for communicating with devices: - -* `KFD`: uses the amdgpu driver -* `PCI`: uses the [AM driver](developer/am.md) - -You can force an interface by setting `AMD_IFACE` to one of these values. In the case of `AMD_IFACE=PCI`, this may unbind your GPU from the amdgpu driver. diff --git a/tinygrad/docs/showcase.md b/tinygrad/docs/showcase.md deleted file mode 100644 index 2301e2b6..00000000 --- a/tinygrad/docs/showcase.md +++ /dev/null @@ -1,62 +0,0 @@ -# Showcase - -Despite being a tiny library, tinygrad is capable of doing a lot of things. From state-of-the-art [vision](https://arxiv.org/abs/1905.11946) to state-of-the-art [language](https://arxiv.org/abs/1706.03762) models. - -## Vision - -### EfficientNet - -You can either pass in the URL of a picture to discover what it is: -```sh -python3 examples/efficientnet.py ./test/models/efficientnet/Chicken.jpg -``` -Or, if you have a camera and OpenCV installed, you can detect what is in front of you: -```sh -python3 examples/efficientnet.py webcam -``` - -### YOLOv8 - -Take a look at [yolov8.py](https://github.com/tinygrad/tinygrad/tree/master/examples/yolov8.py). - -![yolov8 by tinygrad](https://github.com/tinygrad/tinygrad/blob/master/docs/showcase/yolov8_showcase_image.png?raw=true) - -## Audio - -### Whisper - -Take a look at [whisper.py](https://github.com/tinygrad/tinygrad/tree/master/examples/whisper.py). You need pyaudio and torchaudio installed. - -```sh -SMALL=1 python3 examples/whisper.py -``` - -## Generative - -### Stable Diffusion - -```sh -python3 examples/stable_diffusion.py -``` - -![a horse sized cat eating a bagel](https://github.com/tinygrad/tinygrad/blob/master/docs/showcase/stable_diffusion_by_tinygrad.jpg?raw=true) - -*"a horse sized cat eating a bagel"* - -### LLaMA - -You will need to download and put the weights into the `weights/LLaMA` directory, which may need to be created. - -Then you can have a chat with Stacy: -```sh -python3 examples/llama.py -``` - -### Conversation - -Make sure you have espeak installed and `PHONEMIZER_ESPEAK_LIBRARY` set. - -Then you can talk to Stacy: -```sh -python3 examples/conversation.py -``` diff --git a/tinygrad/docs/showcase/mnist_by_tinygrad.jpg b/tinygrad/docs/showcase/mnist_by_tinygrad.jpg deleted file mode 100644 index 90cfde24cdada00fb04fa76f7205560156e71b8f..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 15126 zcmbvQby!n>_y>%iIbbxB5~C56Qc9YEK^P#QG}0v{-3(Ad#ZiJFF$_vzbR!`#x^sXu zBcyXM#FYo)zsAjaQ(5mmO20e0RV{j0@qnGtp2}QBkuoFw!w`vU78BvO}Rf0^&kEe4_kN=q=gXqIV^v zrKP!rPpgRhZ*Nl8gahva#P36uNa=SX$%VwuU}$7)VqH7rW?*c3mSO0h2)fvkP?1k9dOVNl1Am$QaagAyyuYe3IehO!pJM zm9B4|THrw0e- zv3td5;l}YkxUvqws`>5F!+|Yo`k4Xvei4%1-%qP-NZifU)%R(-Z%rz;5bziJ+mJq$ z=9VLLhQo`b?*~BIWc`JB)M5Mks&rStJD8e$N4OGv(BTSL`t@+n;61OR^nogyP=6BM z*^(J5Wyv^-dggS?wpwi{i=rR!e73Mn4h?y`e~7#SJ`|aowqahPDsoKQUbD#KcO`<+ ziq-l2O>p6z)tJ~s+=AaJ%EE%5z`)7$7JaS(+XJaG{oMPD_(fhZ$hM~5jlJAG{7?aj z__x!!Pem!hosO5k}!R;Gww&zKKIiqX^F*I1WOW09II zd_Fin{f~kz15R&BK{KN(XFhyuqFn6g*}Z2rdJ&rUI&LJdqE2vr;yR&l_TA&OYmeLk z!6!fEeC0X5sEl__b2jmh$L$f8W0!^8q02l3CO~5`^X3Xhv>T^&1sLIvSG=}5%!mub zGA>4P=v4mjciP-Z(lI2jd2u7FO|$x==Frb^0rz|NJLM26?%H#8__)^*^X()39_4;w z)P-fy)^zaKz!H3seMC~T+Ca~r&tSoUtClg8&T*z+2$FFB;ilODW|Ghif*3i`T%7)_RWW8#)8<2GQs%z&=NX zYWTWc<>Bu8|26~lVSHNrp2iWjN(IL)JQJ#a8l&t8e!G7ssxlL%T3=UPDbbgHuPkBE z0Q^mE{q-rHFOUVc+!bf>w+mjZvkZm*5eb-y*}nopioF#c|2g$fQuG*)=0+Z!WYby@ z=sB4Zzqjvn!Y5Q9%U@xOj6=Q57uQLAxV(^C=A~2~Z-TqVuK8OHau&j#mpN;hn_mIm z3mI8gfC;dO!Yk%-Lwa#TzO}vN z3h2u~3smG&-?QBjVgmIe$=B1C+G1@(akwi0T`;(?%`B%7 zbVrW#XQ&Q*3Dx;1aae-1T6GawAd@LGW5y#&s{tuv0xeeRJ^}*c-f7QM8JDqv;cQoc zYoWh{eujrRrti75*a0an45d$Cq=B$rz;({8@mIid<;p(l z!&|C+O9$8{(TCn=(`MQ@@+J*fvL@7k<>XNs7DB|}C0~)ayaEVe!W#RCm{qTWdyxOV zyU5kF-Q?LoS&rEwkEUBnyVC!xKJ@^bx4?x}<;KZ^0nI)ft7C9-Fl^;zen}ODn^je1 zaw2o;uXn7h$FS(vtKas0GhHYm&iIqY+E;wLJB5#~fa}FK!*&2}#p=@?IxZ{a(iQ1`aO#XD)iYe#c=SnQ7DlrbXMtjQY z|GUAoOXHueHCjpK?3~^#?oG=UTrJm|G)DJ8m9t!f|GKW6GI;@NO7u4Ec1M7Z#w2wvB|>5Q7{G$ffk1EC5=4FhugyjiX&1PKBxR^4vVOKlC0UWVKkb3 z@ISsoSsw*oyftLB!gvxJ_n^F<)rwJ*Q7(9yvoNM%pEgq*0PpZr7Hj#_{W`X9p%TVx_kUT zfAy1?mm5^)ku@GOr+2P^_93wMkj@90#raF94eX!ceOEUD`heH%ax|@I6=bo8FBkua z<>aw*fp{4;LF;{EHLe;($GZG=(t^WDA~rYofh9FgTjwB~_WP~X>b^-S1h)@IgTYr4BL5HJeM1IW9>D#s`*!Z=#=5kpirZ>$N6)}7u`oppiM6N?!DjN z!xMuCU<<&I zJM;Jzgv8gjeJlON!v5k67s%V`4nKnts)nEx2~_*@ki)NwN=7<(e!qolOrKj|yTsh} zDoi>+{yEvs0+%K>M+I}+-uofO7(vnLF*u1oKklnG*q_sm|J+*!=2gSUV>bpjOg0Kk zHg0B@zqgfG35b_CMsLv_qw0tI z$J_o&&kXSzGcmvh1?y;D)|^Fa!h%!+xSHSCNP`Miw<#^cBVK^J*{~UxuiH(0=K4$0 zp^Qv+gI}|+du(jz3~yUCjv0tVw?Ca0@W}At?y2Xn&3a}6Q`okuCc!<|80=BB^vfc6AcFTiw%)79^puS3t&??t|OjkK)zY zJkd~4l4<#Lt61Dg$nUNci{A$|e_;l#8^_qbzk*eZK^G5W8^+nx3x zgAImjFKqd$l?x$lYVcCAnrm9LWaPL|`)+*2mMTZQ`iNv?Opj^!v9iSEB>vD4UiNCD zuiMX$#B2XuX!9rIy}8d7Pj`Vwb|kqTRXRt%FiiIHhnL3zQ5C-AGrf3`v#8N^KOfEUWs-P%q-(+#IXyXko}&}| z`Zec|eh9(OQB!n~Hv|i8u~hHDhYA(lbfA=?d^dZ*~m& zGQa01Q1-5k+EY0noch~5OJvv(aFqqa_9!>xT91=VHzrlwI zma>-{ut=1I48Sj6mM(OGgs5rnN+BPw;1%J&+OlUfTz^o-sBf2F<}kt}gx+=?;YEyI ze_iTgJ@ZasZIvw`Fo7mr9i=;C8HxpIJ*KD)IhLA~M0}};NXtMCec@~%IEjDo=0n`# zek3bvV{A~Mfl$n@k8!19PTg?RAfxNt9Zd2Gz83*mxCO2re#jRT+f`7{qB)Ig^XR8{ z)QfpL*A2DucMw{&Aw2UEJTwy$$+qG8@_w7Z6m|Lv(|s9p=3>jSLQFzC2bjO@Q^pF{ z2fzaw)LvVJK(4B;&4)DbM~a%P>8qU*2Xv1=n{OeHKtfzK3Hv*8OBHt<#$nZ!)nBx3 zOX8Z$>^F4M4q^|7ENx0mfb}%>;lpKt>xDC$8lEDiY6dkmV|QXWzPu=V1t$ykpQ?~1!f|Ho}grP3RS zptUfC-iJYR!z`HPm90<9TU*;E^&#m_havTsDg$LvkMvu8`ReGlIi2EphPqn2I+nnM zK>gM6s_74Dl?L#1&y?Q};_{%+$x@#5w8vA}iz*_>=nji?Xt>YfP2RMN{|ldWm%kL& zso4_yvu-56>CRZNR#8b&WjkElQJs7eL$+NW@{LKh&nrG)OO^9?EaRM09CJok=0yxm zY{7QiW1n{2jjt9{WStF(Iuc#-^x;`ZY?bF9a}O>5BffXXSHKgU)yLv89mcSwhZ4Nh z^BYcsIlzM@L9xZHA4%itbna>XM28)z=QDK_Ru#$@D#<6*olo+YXcbh)y%Cp=t7tt~ zC5)6*tZ_zLJf6Dnt!I@zq5BJk=jN^50tZgqPwH?J5dE1CR+i8no9Q1b(K25t#TXsV zD1}Iv?Ke->6d|W9-t4DW<~4mQ?zw1QTC`hYa@G*cawnw1?x(5OqErvBdgH23+pRD={dxZiC1aT znv%KOWsG$(ofVP`7ha2tkx{Kv04T}m&aG{5&xs9_T<1GF_cOfCUN&T!*@DG6D4hQu z-e<7e^u+n33&ZHMN>i)b%pC<6UMiB|)IILk_VNO#&iAe@`y!#sY`%Mi|OGm~erYBsWI(*4nD@65%L zXx);}@rI@kr?VV8h=dOJ-(%3peE)C@JlZG}zL+k$=XnO(yH~tw{pLoZ9Ok!{GW<_z zqkzZa$EVk{4yA~Fjf{7-9gpDBql?B|js54>%moZm_EBwXTtB%UdA$;Y?LYnNDr&gW z>XwIP9`8$-bt(}_OmbhWzFhuWXTh>?_Ud1hsET&;ZV3*53+$dNG5;aqJ~Js|IO8bS zo2F%>L&ur^>*C8))-k)d>};~xP99{hYM?DP$Ll;B+`-PJfydjzTS&ccFyNAu(*3iu6Han zHThQn^y~B!f8I)po1M6q!X$TDKyFE<{NHb5q-Kv$27RUbf;FvkF>*6kz|%o1 z^OyLYDTGutPw1lDiVw=9-Jyeh7(+pJ4WhH4as(=LAUX8|)Dgvr8a+h+WnUNbE*6$g zaIcG#S0l`RIj)y)X0Wdv`Z8x*&s?bsTZKXrg2C+9!(?4`fk>qt8~ zRP@HB6JgM|553zrxJ*=RUKM8nM}=e)7-N-w()rykxmig$?qab$XDZfgCAPbLYW#_w zPStM$Dky*!vj$lcU=?o^sdUGeL%t{cOyO9is+vKAG9gdpohSTp&wf$io#@>(ZMEA8 z2&5d*xaq1yBU@uj+Jhs?0N_L#BwB5#`-|m%SUyLM<=gPT-|mfc;!^n6G(mtZcIf;H zIN#Fm8WZp7U+bdlyO)p=xK!9__sG~!s_Tc<-vDg$qAJw4y2TkIYe{kiqzoHG{rQ(C zfLx;Vm*0pz{dIn3w@-^eJ)y_OmbPB}*kdmF-r;)lKqo-T48jPJS$FApt?F;q z#7Its`p-($&px2?5FOlx!JU6Lqo{YZ(U&^&^I_0%#P}#?%E_duc5(yGIm#=}->Sp`-IPTg^QIId^SaUWx*Kvfp)*h)Ka{&KUCS6r7iCGM zIhr{ip-G*w=M|e^CL3LJZ0s!(Am-ymVj*D^`AbE`CQIj4TJeKi=fo!3rYCox(?Z-O zzX5MQSx>Y05m)*=5Mx;KMSPVxt< z>fw>M$9?{RFAEZetjRAg^TCaZQRJPod(Lz(2Jr$IE?Qb~`70od68ptq(&*mY^UUU> zT`pL%25DzOfpdMJRssFpL#4WB^?0PX4kxW@Hl2FSZ_^h>(^OGzv{E(vCAedm0QVx7 z1i~QKlSDP81w-D;FQ^CzUI47@aUy`lJ2g+&ce^6@;@=|FMU#lm?~=KLYAcY3qcex9>SJMy~i`Q>}M<08%NDw#={hvue?JTcvOrYBF4cc9*^ zOrUiZ_NrgsXDl#ZqAk^U*t*w2%FUNP0X{T$bPN+Qf==YOen5cbHTe_P64=GPio-i6 zQ@5IL3l86f4cz|DY5UEp7+fPS;uy_&h&(+10Ia`KPcgQ2iOq=J)4+9I0fH5c0`R4@ z@)leZ9F29KsAy*&*n?F^X#gLME(l8S^oa(JOF{@X)8B`CR3j_e4}CzFu?D9N(}KLz&q;(|NVCHR8p1aEK0&V-FQ0j zA)<+Q(1Y*}xvWaDR68Cl6;L799s>XS3Z^tMgtJGOQRm6qw4T6{J+t`A#(9TOc6Ad? zqb!UPmuZH6eG*+NjRfYx%OsRH5p90VyOb9?8-nQ2e)D3F=GBui+vd-zMK8agQZ(=3 z%rw^Q+>yx2)HpjTviZK{qEu1BAe9jkE-!yRk||{Fm9)g79DU9J{{$FJpz%6Ku6b@x z&z3I}I*j7Dob+a1#`FRbXgR!yi0-J5^u$rV-9&J=z+q#ZO5cy(Ke2ms@~m9r-i``| z*I_kkLN!yP|E0Rhrik9QFU1@MUl;%2^Y|^%IW}@Mtl|gE;@WDQ{;;?!!1Ql6p>2HJ zQwBRz6L<7z9mZ}r?DL-DPRYtC%vKw20@!~5_Q_D>)XlZsL{CL_)>Bys3K=$t@>~0s zBQzFgy*?}#Rc>oKf6dU{oVgj-BdK*_r(*vi0qtT?Hd0ld#!eh9XL#AaJ->7W|EdmB zq#%rxKU2JIXNHnE{zWI0+NVb9#~ANP>r7g??d;4l+4Pc!@#GW|ds{L;^c7Ftotssyd; zs*h@|;vBr_YY^`oS!Vjf?2IeACLx%-@v-}5x^(!;8Tw13@$h%ZIl9C8;ll<7d z0X3XaH6(anm2r@?LW6YddFsc+n|jkw2X5?tF#dI-l710Q8mw*=K6~k0@jJmPiX5TC z=8|M)z}Bc$9R8{OzIq^ClF|^_c2=hH@vLu7aNUiYUGmQx53_!IisVMPvKSD$HTk`W z7#2!4zl9tr_cnAEV?S9WckY%{rIq|q4eu`6R-iytaX2o-M*oc+p!K~LAb>!c03}}b z()|Wl9b4Y-N^XNZiCWw1Fj&rmMM=Xy6V2jYjUI#xgS?m>hOKr#$zLn3GmVLKZXP&- zPx>O1o7y-7{OK|%cw3c|H9~Gk%hTxgs?7r9pou=zPyz(yU;<~Tyb%tHq1pWTVeiu~ zruQ5GT@J@$MFj?_l({!6nHUkl3p#Dw#8S?%z@+j^SFsQS>vHCPowMBXGF?zgi|6YU+yb`{Ct?E=* za7T+;jtOM1nIOp0CBXyk^Vke}0gV(|HCt6>_WiqbTRi-Fmw9+EW7fFt^k?r|i$^g%IIuS#CdHT=9VDoYHu+?7P=en_nmE z9^{R#mQtldbZ53py17`*gClndOkc`X?Wh>U$(8A};a!Aed&1?o-mS;t3r|Wn|Bin? z`%6hpOUQ($3LR(DasCILNAR~`OKFwDYCP2%c_hVUt_^G9>4sp(QT#1IaQS$#_!`9g-~8$3a2PHWtRTaJJa1R zw!tfjipxa6spbC7*i7>KA0>21IMqF`jxzbo!Gh%XfNj~;Gh30I-M*ofCzxlQ1rETjUX-QLu35;Np5xY841 zAa8cWDNlIm;l^VOcI6%1C*43>1g^%tJ5rnIqciJU-rpLD_kW^kNj^%j*rl-GF36@i ziSO#$t<1WsLqhD%jtjrU$nD=NtB~VT+d$$RI!uWx^yDGdHHFAR^(VzmRCw>wZWyxf z6uREbUC%yftU6?M?MVz6Jj|y3p*{XZNBm~E8&5o`ZD{Iw_|`TiH@*G7Tr3OA(jOtP z-{*#@@FCk!r3r;I#Ye%BWo(=t(ix$Z+>mvvp37*+P|w08q+gZ#QwF+nfuT=*qMK(K z$ng4!{|D05vYr29^m3eY^rzj2l}3AcO97qNbFsx>{mK`THUR2cg__?;ITmi{m4E|3ZnnhOVzeU_k zLQaG)Dqq*CDhfDalqXaImqzdoop10Nw9YB1OUM!j+lfjQdXtN5WMQJR!O^u0N^nnY znA*W)BfL7yEvVLuBu?xgY=d8C<1Bt}sB$XIx=}%x5zTr5gYAKFlaFXt-gJUh z2VVN4Emn_E?7eCuYm+h}4mC7PuMAVbr8CLhyGbSw{$Nx*PWb!>&(U0s2mTwX90Pr- zZH(($Y@E1kWTT|1@{HUioV_!;wce+5SLCTzsV(8S6wW!$cxI~cLH$!vjHO2(g6=Sz zPVT?R9&5ZwOnt?v-Q9l6#_^B+axmrS*X28M%awkF}}H^D$uV@ zOv0tOq-xsO*75l-VU&vQKu7?rYX~B-d{O&z-)EEW+x7BJUEOiF`O|f!Y``mg!?4)>hg6JBxGZ2A-bo7B zJb}KceE<8biv;n#OuDG#z07FD)OGkeS-nW%q35>H^vPatSS=Sa0gE^u++Zcf?+;U+ z;JO-Rjb~9|3exqC+b6=ph&+B|Pf@h#damIo1I;gdoWax&775tGy%`Zwqw=VrKZ`n1MWI_YC*mhvNw*A*r+#UtT@P!#3m z=+?P+LDhBfqLJgzo!E%HnSyNECmnFv=sUBF5zm2;OlKFG-3r+4bxqiv;I*<~vzK^T z-%S8we-}2xy=ZD$YbO4{Z}2fN965lbjQcz&VrlC@HF_c>x#4kGSWf_gUF;eRx~GrP7)Wz<~!D1J>UXlGUpj}{0#AkJvh z3oE!89E;kLPGVQEXQWQI>3dSG!76`XTw|bdD$}lK^`CX*BJxX0fB2v3w)v=xsC-{^=dugx#M-w2PJj{!* zh$_(;wQo$A9C#Te`9vOka6Wn4ruHn(M1CMR?EXG7elq)k?csWXt7EHD+wY$O)QPY* z=yOtepO~W2e;8{k)wZ6%>JXUlThq&x_<_O0K^EiZHc;$2T)5&g!6|oXS+9}7MKOgn zPT$xh=g`7JDgCj=Fqy}}{wQ&O{X2;LG3Rcyl17e^z?CH-0ErP!VZg8I3=i7OIsG1X6Y&>`^yN1oE8e$86Zp%jOn44kC9%7q3S}Gr$L49L+MdGS>*Anf6Ly(fpMOFg#0n8?oY%E`M;92LZc|+vc`Tn@QYF90iPY7}as1@@Sk*)GDOu1#i zkL$;0Lb!I8re<$*nOvI|m3#zvZ7*F?$DI+jCQtR?kv9JDc6M{bdskO4kMb9Db-ogt zD~Puv^;Nu|6XL-(kXn>Y+XvfWG3L9b*v&wi{;a%_uzO;7uUrfp344Ok)SIXqZgBcX z=uegDc{E};J62w5omc{;u%c;z+nQ#vO+ZcTFJ4f3-cxMT>;98Z`A*q`epG0#;e#fC zcJojGW9{h+s3)@*Q*4{wCkf}oM!eDtg znVOT^0;(^5A;RCUAir^AWuOVEWdnl z)CT#dQoqB5HS1nbc26`9c}8f%>u36LjE=#?{)(H3idslrzrCDmWXOhQz>&JDtmj`4 z(*2L(yZxDU{a?Iq8Prx+7Opr;SL;dLsZQwh)f&uuy}=ir8&A`Gi!HRdClyV7Ki(rE zgt!DBDki0{%&RcH?UWQTR>-+O|==iap{f_8{9oPXp{eBUvYuii};J88UpmA1_I+ z6e^e+XdkA;_2E`Fo!Z`fN)xoop;e&Ptop8>j9)$3*P(*3JCwhKcORNTlZMzA@b{?v zeTO118V(2llBUDH9POG{Cx}N;<+Y*^n>+`^i(5CUBUdNO73??Q4+4#<oJg!q+ZY9-! z`{i@mAw}*S`#@FjT zA3r_i_kJ?0x!OF)oOj}!QdMUa)5?lau5CG$>F-!ed1>H_KBa{SAuuQ-NyZ)K-j(?qf{mIMi%pK|pE*X|l{rTr?V_c44qhZfFGDcF_G zO>+e&e(JUpg06+hhrIlFmi|EC;Nc~Fmb1_@a;mq62;p=lFji(ih-3r9g)j z=CT{9LUA-H`faX*+{6*i7>lO{ZUV3r`L2Gda>@ zw2Y$csc_U2R%S&Z**9lIc8{1|AiI&t|bGxsGX4XyjRePmY&{w@2&bHO*lvwK$R@=RK3*55){R6Nq zeY;9}Xu(K2uJZm9Yn{qpJGeMjmE-S%lSCS8#w+vtvBcM^MILn9J+%j17TN#Fv~p`o z1N@!X)OS;v2D#FtL0!_AzF+XA%%>}!HBRV}3ZHJD2j6A|&NZeNZa&dEdFR@E7Y&4R ze+qn>!jjNAgCaW?NWPfjnw`A4bQ#@d*krW8bOj7egz;av)dT!(XGCM3YO8z}BQ(Vp zNz=Cu;zKk>l@$yKFC64IC4YCF6tYYd2mZSr9wB>A;W`P;}^RjR^^;9dRSL0$bVU;=Op z6#Zh7l9|xL!&Td8;xX=%LIR7fxu#<}hOam1Xbkn4^~moQ5-Q=wVv09GuGOuO=WpgJ z*5%HJAaWQ~Wq;h6MuYdoYlD}Wg#7xGLgDp`HMmIM$8BMy<}ct3udGIIRPj{x{9Tk0 zm&XvDhtXFz*y7EJ_Zt@x5`;x*pfG>yfub~&5q;x5fe9y*>1%Hx^+0^Cc~t-0pwcx; zxZRQ~keIei>R7T4G}Z=rKK79mxq0d=V#4HW#$|F9uYgiT4?=46xdGRwd*ACt>05IG z_VF`zQvYqH%`U#M=FLwD;lK>bJpdKd2D=k2rgL%Wb$O^tQ!^&htEJ~yY0Y)l*M5VX z(`q9ZxB{Xe?SEOF2Qp9GBvpyrkVDl{60NlsU0?R(cg3zPr5E&`%pI7oA$DTNr+0wF<=U>RjBT#@!gdlb;l5Y+oJtzdlB_l3fD&b zo`-1v&hBdaUy z<%$(Z#v||DsS?Kd>p|qO%KpVRs4e-HyIS_UMR z_>SmM_@zbkZ$MAsq@o7W_B+H~AAd`QXQB?a7Z(B_)sGvgS5)S;t9IJ8_aE+Nbz529 zKmFxrP~a}YoVGeBw}tTU4A>w9WYaPKPYbNXHxn#j{{|k1)X6NYb1rmpvA)BH=DE1s zirhi+C3hqF3a-CE5-`FfV=h|fP z{};*)AmyCzDff+%aq1r1_(H_KODuu)_Z$ITvrp7oObdG!&$7=(>TWY|1Te_VH))63 z7d^ioW|r83&0{TOA%|C5TffP+UGQcCYC1?qHOYm^$P^7_is;S?j-JgD(;r%w(1QBl zN9Oe94MhVFtsKhBfFoGz+j89585CZ73!FEciW`v-ozb`c^cy~Srf*&SfnH!z&$aa; zuK<>*i?DH*NED*Hj5)&QIC0u*K>Dj9^uzpQ-P;bbNm6cE=mh1XQyLetyXBX;AFoQU zi7dIg&=Um!l61rjOCfXHt&P{=h2G|0$rcw3V1*Db7Hj>6i?fUi1>9C6_c zvQLy8z5^f(e*H;9pKoSvDmd6Nu&mYziNZZL61nzj)eS_Sz) ztXJg66ZftF(DLPK0Y*B(=5n3d$d*JbUYXctbpY=EHUyaXk2jRPuV=!6YV80C|Io!<9dq=7y49wR3zH>qs?=oSC6u(3(Ga$ zdzTjV^*ERl&&(mXvv`Y37@Hmg5@mTLD&w_V#Z& z1ztM&BA-$p1Rf5$NvU#z#wr8Eo)w9RUN6J+-B`8S%DR*=I>o%kJdRB)s@{257@h?Q z_Wci8g(^!9ch`Q@eL#h}L`nWPNEkCoJ`!;y%}jGZ$PA`lrmJMQ%Hu;E!6~CEI`qzR zSjXr%i}(*)-dzUUxxX9aDr&6#m;G=uJx*x&dzoxd8><4;qjb{H(bb{q0y;@W6=^1g zrIyeoR8zlLor?1;9i7=w$6rm|H6lmn?e^#9;NZZ--G;6 z79FYXG;<0C6xDa-mlcUTG@xdOasU&j*4@%;Z*5RyU6TVl&HHO<1fSw~fk*P#r0rcp zeVzWFehjk$uk0URqu5o2E>ulIL; zD<0-eIqtMsAKA5^^?n+x48g3qoA&LC$7l%P2-7%HKxyOajGcCqHf*CG*7TMh zt$=;A^`?bLU;NDNLlrZG0(EE=#_Y$;<6$>56hwRelUGXP8Pd3u?mPk{2U*D`xu-Be zE7NzrHVoNPEuZAmyJ2bv-4oN_*fNppqT^NklHIbkl_j@U<7)9Qi>tOiekWk2HzqLQ zZNfD^zjaK2O4_Q*$Z>y*^lQ@)w?A(Mt9Prad~Jw@uq*Jzp9gPw-mszj zhb(>Y&gGM0U!Lr#Bs*RgouoEz1N^rLp`Srm_BP_5Rum6>TSLdQ!*~s0cXyO=#U=mD zpOWbodyIa3h&?VUwsAO-UevNC?`7~B_m@Ay<76vfKe3yjmN z`oQ7nfEc%Ox!&^w3@Oc~y|(*wjDMnXeW1ABDR{1&oGHLx+aHpFP%bobQs@?9-{``A zlp#bVUJ%qd$xHb~B$VN`3I>bRKMTNaf9txAmck^+l8e3xIA=3>AnfcYJ{$c$3VO<&-&kLgU_E+U^G-4!!=pCcaCk?Te?<7rPdc1FjbuSm| zS$CATzWjZo$r0RST+EC zD&Gz3tQxk^arJ-6XQ=sum2G#+Z1MvlSjLy`f+R35!{eM#2|~%*-gc8;=BsqEHtkJa zO>sdxHd(!D%Suj}7uO!qmYB>h?0r*aBvVgnkos0oVss>ow>EP}+&=UEm*n1zizDX9 z;0OLm4~P`@Gve4H-k^}C$5WFB3-~Z62TLr4FmfNw@8clSph~(sf_P~7>22aQo(B4$0;ki0pA_HignJNG%yp_9^rkWs+40D<)CCfr6$10OC9)S;m^n3x zhtYge!=DUCebh$<0`%wwirHRzhVK40U{GWeNPNJr=w@IuMC2Lev&l6{C>Ylu{HQlX z;f2b0&wBF#bN-$iVc z*q42(I@9D8>(GCdkg0SV=HFfY$OkVP579(NqzSn-UEKC0^nNm{`2u~yY>>W>zF0@! zD@*vzWdTsj$@jm9Iu}Y7uPc2Mv~b}hAt4@Te!tEm_nXt-9ejuK5%u#HGtxvx7btlz zt!fAaoGl}36)vs-;dul`D@$(4ENO>Uc?&s4yUXY}y>)@dPTF}_v%gExws7>+1~$S+ zi5eq4`)7Qk|Mu!RqFDuekBb<7Mhi%U&QZv1!Yw9}`;saXC1%wFlo-5b4u5jg%UcHl zb1IdfxLgMUgP0d5+yl`(D>LSV6AaMy(_j;MJ1EoV6zu=SbSrL_Si3DJE-Q)gh*b3J zY$4P0C$_v)Oq28vd8tcIYq+wGsU!8A_$+GaxY}UY!vd3?yT-2HuSajTtSpcG5?@S; V2mAH|{&U2+GwJ`wllyA={{W!mlRy9f diff --git a/tinygrad/docs/showcase/stable_diffusion_by_tinygrad.jpg b/tinygrad/docs/showcase/stable_diffusion_by_tinygrad.jpg deleted file mode 100644 index 81cdc7bc696345d8d01ce46e50a856dfe68476ae..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 89548 zcmb4K1yfv2uwC3WxDz0-XmEF5d~peZ;O_43i@VF>?j#U`ySpT~TX2V$uj;)Y@Xl1- zntP|GdupnttNZla_vQCZ05(WQUIqXI0|3DMYk>DPfFuA8_CNghg!>10MEL)JjEIPU zh=PoYih_)Sf{KoXj*5nfhJu2DgMo>Kjg5niijMmM7yHA%KK6e~VE&s42ao)3A~qTd z+P|;=PrUyE;2^^SU;%J2H~?527&si5_kI95000XI^B(~J3j{=XBxE>P7!<(2VQFl@ ze}-ZItrrdn4i@pBEG!&6009RPmzrH1>BC1gWISUh8jheue2GF@PH;od%wK|UTPT-= zbX=0o!AbPo>P7$5kiq<~mH#vH-zz)<01*lK-zdkw_52@TU=iW|+dEhsIBIxY1ojW& zAJq^!{@K8%q2-haN-RVIHxRt90?_|S{gc4~hywK2a-6=3DBj^YC4}rH$nur;Eq5fG zMZ$Ux25?)NNHd51DA|mn25M8>I@9TL^vty`^!^x3ic)Il4a6o8{gWI2jNhamMk0Yp z9=$rvc|?w2!zM#Er+Cf8Aij?Eu|)sd-oRfDUPnetQkc$%KkCWq^LxcRVT=wNM_(2S z^JN*>XUkk5w=+^Yo~@xx34-b*Gm98{0Yvd8a_J3;-so#$04H@kY&8}5Vy*?#0^7FW zMy5#rc!Gt!%Srxnxrz*P4-sWYZ*?`jP@mC&W*o>Zmu^2Mh?j|+L1*wVB|H!=Z=ULo zuRAgCp%$qHW}kW?7|da*iz$2Cigx^!7!W(lp+xOKHH8U-BBwKjuQs{Do|_w2FR=f+ zQ%yptagfK;d0E#3g-o-Z;M?SBpDty377w=%t#96kB!(}sis3gBsTL00!|77PB_;4X zTs`Os;%m3%P1R4M@?3%_ws%*<@ajA`0HtHi8k>KZKDzKQF-pI_c39Z%V}zUeWGc1MD_EN{3Ze ztX5`yLl4&eB>d@<%XpwhY|nyIB<3F9{$Tl{(jwjm&vrhv7zHccam9XSFe&B?@w_ib z4W15C@V&4-Q0ztD^8l(k&PS4)9m-|ln6)V5*QU8{@RB&AE*jmJ>>u-U;PRdy zIdZXW`axj_QPJXaD*9DP$b3M}SA$nOVt!xIcR&?OobV;g7NlN6?Zt8x%7;jllh2&s zO_sNz*AkN&L%))lKV&|1!~H$*#3~X0?vI%y&U3636y`*DB-5*&(2#f zVT$h}!Hf(ycG894yp$UDMp>Op|IjmmqVjqAP(+4(HPg)a(`m3N1yeS2pIq!3-*H}W z&~TL8p}30LYD7JzERy~;lHxo+xkXxmSJf6Al>QS);y?gpFpyM*0kA;4+t`#hLfzkt zL=z1rj$b(!DycEn-LICsGaM@N)=@YJP}kZVQ!@?1qtAzOoN}||Ny1m*V?-=Je%u&5 zbu0f)J-#{qp*v;%o?zd@DLC}N!TWp&s5{Y`!r=tY0J(ZUx-qA0k~w=7tE=59@jn3! zZ}Z}2SsAR!m0)pKL|W%J!9(Q8i0PtqLwyx;?xK|WtUCn09^2hLXZ-M`N{=>r_)RuS z=Oa69$4tCzX*+jwTOo)ri~&0#CJWU&R5MrAgUPbtseDxCQr9jYF{!cC)jWJv!02aK!*J}v_!@e) z!UlaD)`ANy>*DFvnS1$ymuV`G(#<=zkE{wDqA+Bx_+_}&@#%{_kXk`i^BXDjjcp@Q z;gIRd#w#B-6YO(fzk^B(@@}Z$G@Wd$+9yc_2|)KPVjS$q)zD^+lT?rqrewqgcv$?C zN^zMrc8~|nd5w z1rEf=SWXqa#02l6D(6p+0bxks67R^jza8I2C;EL`P7B0)0^nJ0vKH(y@}0?u-E9C* zG;l2c9{VAkDTOar6v5lm!wL^r_8vmH^u47_d618^{|W;4IC=ZsDtEg{S*-wG;2n-D zz9CXa<$$sajmK0JZysL*pKk>OnQe?D*ip=cI;IC!_rk|NfgUVV$49QjUKRJJ00_wGC6Mp+(xDQ^>1!rnHm!A$~d!*lU;R zOw#-tPeGcMyypAnNgEB#ZH)ohq3Mf7sj-WY>E)a1Dhp4Mz+B)vfDre8b1eq|8>X$o!~{9l=WJbdN6=P(&U3haFij^%wS|k;*ei5SWfJ+ELzXB` z91U(NS_92u!jukbQQAn`Y`+8IDabtOZJZ4&ze7g`NHg0$dx&fe)gOwKRylk9-FaiO zo!~$5;a_i%1+Ks^k92U zJobF!#3J`M9BySn;JLKb_^nw*=`9t-y5}#amz*4^QG^=ol-T>jmAG;Y9?DX5GDgJK zpSX<`@?=QfKuFHZGMK}_^4+6Kupu_ggLt^7r>ATR^4*p~l)Cj4>Z*DESa7>nQ(BAJ zjL*Pvv^Ey0)+0|->Fww@0geV85pvM+*}i^g3++G@SbK?<(7>7wv~q3&9>o!uhl8z_ za|@l_DZz*n-740Nfdq9SHQJ*$WK#NB!q&nrtCjK)S*1^a)Etj8BOiQWLj2_C5;BwM zxe&(TOFwXD*kAT&^w0s_>`nz`donlF>h(Iab%#Ug_F$8PRt9G0gkW^^wkHjE^gLk;?*72@O#%!uQD09-j>H7YXY67gv9xVp+J_kgWYk#1itA0TgP6 zLqQG%50BkAVN_PT|ptr zYY=w}Sqp3Lz>2Z}v13+hphNVA-_z>Sq4GskU+c^aXDl_S$w?n0m9njWQ&RXp}7^Tv(eO4Mbp7&yclK?#>L46|SBjlWOGM?6nm zl#-t0i)pZZK(N_Au|D%GubW zkIop&U(^y}Z=UA2?Yg2=Oop_A?(p4?&>OrD#awqis((ryr5-R+r3VhpR=sTAi!e%v zKf6PJDxsxGNKp>(!$F$Iy?k<@#*}QaC76u8S|nPMS)bmM`{`K2?9mRm1kfb~<0<1JO`E!0=u)CL z@uU~8n1r)3dl%jQo!#)CwU$(6(Hf`#P!FbbGb;aiPAZUy|0&X9LP%Mg5!R;2Ig~YAJte3yrs0Bj*itXiY?muf#<6jN6fz0c&hJ$O8NWyuMxd^4rQmd zrv(v(#h9EgO)Q=Ycg* zu=81F^4H|T!P%8x!vmZoC5(FLY%pZeZqawlf986-y=BxIa9K^}ix^A7i%XN`ACr^+ zgp1TNwUZyvmWP9M5hJ8`K3E#{F%} zKJGK+UR%NJHqKgy;=LKoP&3l3 zb?NSlE8xdn5A}T+h@&p8|!EpEXL)5YIkJc@==IajE#wS&Sb4^`EiDEw3>pqM=+VzX!Gw&?TSLT ztCL0^0rLW>Bcql{r3yWvyhEBM$u|SA`UoSmw4Nap6PDrv?ruM2|K1I2Nbx`k zVRnP7Ve3w$8F&=U^zoZZt1i)c5KTPGwg!47s?V7}9og(zg%`=7D0_hdcSP;y&qcgU z^1pV!1B$LM8!X~?j6bjh5V^zY)l$V5~@-XXWnau^~upV9spsSp|+i%F*Ao_ zgPP{>i9c5iNjOXYCSz{xU`RpDP^DDUq#1H_XW23NPTi>kPjz#oWZn0$JFu49`0bC@ z;=-hlmMlG5O7vBK&-N6HPM^(A9lrL9Ia2RrR6WR04(TlV;*ylwX}Qm8`X2k29|(ok zls398B78eW=Ycb+*)P#H6-Jtam${1(Jx3yzNFpu{x@8VCAvJI0$8EgU6%(UBj!&}l*%_(@wsj>^!|?I0a(tfiZnGE6 zUkHmAdvSJTifkNEZT039B;r^fjbd;{SjaE8xG2$3h|%aoO2~ZnYqvw42BSOll3601 zzWoU{$TXE49qF4H)k<<&$_J~=ZE!7*@Mxu5KAE0Obj$XJCkkT$#r!4EtcO~iLcTEC zSeWS2s(&9i!5b0*uaEZmbmxxmETf}mP3$t=*g6%>u84cq5RP>8wjsfyZdlQvAV{5) za}EYTRn?MwSh{7l=U7s7Sd@T#VCqI>ngsXzGf4sE*y{9^={;L{6#3F$U+c5`W}=-? z(0GgdWD=9b3qNji$Z>;A6`T^7I0D6MCsv}9v85mKEd88{9zGROL* z_IF)!@Lj7Sir=6d2puTY zbBT*3+pa2OIqv0+sv?^?b$qqPX!oZ6unp1x9o+FG^D@ZI(%}~Zw;HO?pMeZC)qy<8 zG7wk=I7YoBJTOE9#DE`}f=zGD%-f_Ui<|}!)J9QcpP3{UYh~O5 z1QO~rMo$U$P_!40#ZmK?9b4&Vo3AmalT(M^xoR3W zDs7Xw&i2B8M>#{bA4;!5@$)MpmmBe zYz+|pQeqp~BBqY7LzVCbA;$y)m!dakEpsclbUtWU#am`9-s0MxmHy6j&xDx1z35Eh zAd1T;A^ndXkcycpSSwhL(n(3T8JthiCZ)5860L`C)xvcZ#E7b2`Ag(M$mv{KgmorA z4Fw&`O4dTp-$mp1M}Y*7A|dBAN7;u~fZWp@K6eAF-4TB1k{d;Q=V-QN1j31FGh#^( zD92OIHqXQ1$$x$J0H3O^cJ$5%{K7WxBqZ_oZPV=Nak9cD7B&*H^>W5mh)VoKh7+CR zeDR>Ndebu!$2KXFKhyR?|IqTYXYS4l^#_W(V5k!cW{va`%hfMs?0X^T7jfca@m;Uuq@%m=q3y@R!3=_TD!&I#&&2YaA8>BN(*2 z%WPR+HAM2a?hlhNopA{`qXR~>UO@Rfqvw+A3W}!Qf5R}BHFyA>!0e}V?kJPYqwzp{B7j;9hQ6NBCXy?7|En)!GFWHK#K7(hkiW0CC=b`mQ z-=FE^Te+?PS~GcXw@Z?AZ;_`uHK%6w74<3|cv|R28}%YZizGH6iR4cPgTKOqp-@^} z0P)bD%7ZC%#$BDEaCN_Lv4oexm+t^p_5elCfCrAqs|4700CxFnN44k`$Mx5(^0$c` z5q^_*z{LF%$6ai*P1Sy-gVuUN%+D&{^!W~ZAjan$@&YC@CNiV#!=KAJt88eT7u05P)Aa{mto%zTo#tInwgA zFiff#0uv4rl-{(?_N}LLAynnBH-hkH9@73Nwp8iHVy;6rbY>vR>{iC=>REja3qRju z`!^bW7Kl(%5DP01S^1Veaga~+c|q&XsU6?oN@tBFbvTI}fM?7SK(>Pdo3POIN%?nN z+PpEJ(4rah|~@ZF0xj|6+845&QU96W`1&> zWSFDXPs<;eBASqgFKp3NWYYMs^;eWHX&5dasZ^`+b z=K~HFl>5hu);0x#hpLh#EhuQPbna@UzQke#xWatQh!V@r-=~`AU=NV2LYAarCR~5>?++HwGBx$?})VDx#2)sNBuJ9>4KqG45K&s4LP?BLOxs zTWSXHV#i0v>iPhw%62usa8<~^YyEJK6{;9?*ZBGr;i>Wwp>bwMCfB$$zbz5hJ6Mj6 z9)^+c{;9!YO@#t%>*Oq<2puo_+tmy<{`?rn=7d^g%y{qf+!>)e zt^H=m{3WPyR4ZsQbkI;0jX^~<)k3teTo37!plscCk30i7Q{QS(B0QkrM2k96Eju~x z^iAL&DM}Pam5x7}Hb+0MJ;OhYH^ig*@IBDH#gV1^(+9gATJK!H0m5$ovikvUL487o zvSyUFjk9qSJ=uO?343?JLkxKaW7J2B&u|W9sC1+%@Q~sf_|5b^Jk)gU#_w?)4t?){ zNbspZX88FciWDJEhjg2+>gZQHqmT}oc{~B1g_JbUcR=G$xff?{wveB6ywx>RR!8dJ z*7E}6Ip#j|p_cXwlYljYwUT(ApEWHfcHBPGA&)uHaaU1Bm(h!RYsjh=B{zuEF}?$^ zkly@L{mDYR@XaDxv!g)z+@G3HSxjSahCyu?(M;7vaC0HH)u%x5wW&X4)z-rgl*?6)4}o)* zK5Vo?rB_=FB7bLc+RJ?8c~P_nb_(gosEcl6*S=H~tf%bMs+A z1Ye%P-Yn_-AR)HO8ioJv!rb{Xje02}=#hCYqwibzSxZdq9nc>CxES$rSZ5S4w+_+E9_*M|(NJ))pNKy) z!)UDj4*d{_8nO43C8I)flW^!c+--|Mq4Y;x;=-%F_D^KFx}{n>GZZ+feD+&zk`GUG zueGM(a(hsqnAKO?S6zphpsjf@GVx%T0hr8`RQ5&GB@j{g%5%Gkw$a7e?TL$hkW9zj ze>`(*FsAbuE!wSRMJ?SerKnvA-?U3^w zTxgb_Ha4_0tLe#n@GcuXRN?|if_vAO`EJP9ck0wMt^|DqnQTa#9M}BBnN$LxQtsnv zJZm$d^c3?ChlVrUmxs@&Ji`*HXR`D1N1Bbon31`B=n2*(;mNL*Sh>lN77GXsedA&a zR*%ZGRw!uvzy~mBh@_EaC|O)Aa5AMifAFVVDQ%m215uxECtA{n`4jbT+4313mXMES zm%@hw^-U{R5W(mau{LIZcDOvt>Lf+qGuVO@$@Y-Nq7g#-DC$%rXRlHz0>q}^PY}U5 zB0OF9o(Gg?@FA^F3V=xD7CnKi;g}wemXan|gAq&}k^Oc^rj~%zL67O*%$y===^ZpB z364S=ddWN*AfeKpFEN%SmnNYu8X!id)SFVQk2iAu44f&Vll_z=;zkR%So=*{u}ZqG zWEvIQX@6JZEaMuXJR317MrS!-NTYjm9f0e zFe=S#-Sl>_(|HzJOnx!gaORQFV@`Vt{Wf<){`iwd*y=7Y)hN%=Q}o;C0PpL^4+9Uw z_nnF-LU=`=_3Gjbu+uuvj#N+D;#(PiBvzrBwtbV(LG=LKO;JMKmN#kw5BlNg+O(ST zq6XOwn)`RPg2L5jMlhO5_y$!A^RKE@lZrW6d3+)-@(L;%v1i@^AEppu{QyIvdJd+l zDPID)O_}J9DzNu|o}BK??`jm*hpf@&{aj$TA5dAqp|`SJy_b-iiT^_CfAGyt+3MhT zLJ0NZEJyo+RnN{Om3D`k6Xa9{{0&pbsz<4@N-yr2jA^NGxd;L`?;_Ab)?JV0 zxK1;)h`X$k2xrrGmNV5qla`+g_%%M)>q#Q*4=4xvL$WH zBch#1==Dg(U8M#K|4`pz{edzdXF2!AHQdyjXr+fkt<2+bK}7X0?%OE)x>_wM*zlo0 zBb%l_;?tOvNsAu{HZ^{+dWbIS;Sj^GYuKM=k3(jl95?6SQxVu0!)aHT zm1>ZpD3q0%Rf2}#}E+oC>>6F{+%e04& z^H%VfX7NWn!Mti`PM26aemu^e++%z1!bSE z_w19u`aW2%X#jMWj&#lZyaUxv`DqYChUBKItT;d-G2wfupw{i2HZi zCt-s=srVI8Bb4jeek`)`H6CJ6-Nq)p^FgLQb0(Tx!;2M*18)frO+m#xQpO!G5#s%= zss8TgEbo<&Q?%Nh6?wS>-4={zQ|W zDfMF+kCily!5Yb6{|=thOxnhwO<)e@i)O|X!OADO)s-RZOx&($-p+HXpb4$9LtAN- z;#4D#%4%z4VaEJH6?^MN3~FLDnUy}OSH>IAET3Wgo!c%1fsLloxJk&SJ|Kn(aw|#S zIPdz;?U8EvRWSQXG1ZS8-4%TlJ6ypGkzxrmAhv;xB4Zs_Cg&a^&v+@04hDZ*mn9ci zLXfzfHVae#*kfb^lAVM*t>hUYqG7Q^RBK4;R0jK2&tZLKhTZ}xh*Z3@z3e*|)ZerfGv*Ye9vovAM1 zIi1Wzbl(F0-f`!vu5@Y|i)h$H5*$5)KO0j1X1I<`0D0l3@3KE-32TS!t3PC>)(|p$ zHs>1;O-qd%8QwftZM353BWqQ1-@(~4yREiJfMpN5FF$!A2L?mChzC+RhL;1ftq`MR z?_}f+T#?h#zR1b^+Wu~oLwTeW{ls9_9Lb@Vjcp&>43H5;L~&Y&Ag_DA`rquGn7eEK z5azo25^0dt*wT<2EFoEYK%T@W_jFr2P{lOnKiVrj`Y#iDi<5|%-5LzsSFKKLBky^J z^c7UO=2(`Ao}yf)joBr%`_mt>@%4VUv)2LfMBW2n3}H^Y$3?$dH-xR8eEjKJ*T|LL z+ZLsK+=afMneJgW;;82cvf4z-Sp~b79Mt*xsmwM#>bwEP=%V%m*l+wCXr(}%hBJ(5LIE`b$?>fIT+}oBlVZK_`@`IlhJpm1!K0T?w1-E} zu|UXxqPxo)i#}rdg4)J4p*hRX1WtC2&fWxXlhRZF8;vgZZt22rT6K^sT?b7mCuC)f zbUa)rrAe~5HS_+09eS;ek{#e9O%ux)$deA5fbd zM2VIyrUP}2CD?BeyA>sL^hnyg!VI=Ba*suJ?KvQYubK^n7B-Av z(Hluh#U^kjdA|cdQY8i1W|6h$iFI!{os4mXFYFq+b{t!I+Xjays)O>{?|=r;B59S7 zG!fG)g?E6-_~XbJf#uFuxyJK1a!K{DXY0;XXLpL!s_Y@U_RQrDXT1b`t*ErQR!LN% z9Y->fVrFo77Hc1ud9zc>=N0-cRy|2|JT`th1J_EI)WR7&bBLofHRLY%yN36mtan4u zq2idp`sY!vGd&ze4&l>poEhg?8Y4k@+(W!3x7;Ax9~hBs=h)(RC34Q#=OIGR8o@ob zvBGmT*sTPjztL}sWdZvoUZsUO0h}{J^E|j8*AdmTc1Og}0>}QH1NhI}bx}sI0gG`l zW-<0t35gqc%*pFNaXkx7gG{fAI90`8(XJs(5X>?W)lId8U+GvEm{{K7&L6pib!(NQ z(71a!gv)0LfY!mE>%5K8n{kqs$+VoA^JK*pDt4!B>ip@rG#qe*@E1s|2KC&A zsA~3ki`|#hjzJL(M3o&|s~Ciy{EI>}7CZjg3u7Ac<9~9H^X(X|)?Lw1Y08ca187O~ zL}EgCjl%PPe7Qi;zv2}bQVmKBx-T(t?n*P9UUF!i=+y`fy*NOS<$Jbx1$HOoWO^T- zpLJc+7)Le=9gk?Up`RaneRlgGBcz?qkhYS*p{w)z7m$YBYaQ6st}z|S zE!q?PMlm&SNcj+*%g?S%zh{pqloq%LB6B0l3;C0sg)>Gm;H#_yogrB~B4)AbxTxu$ zunMafwlvdETN~Xh)Nda$#3GBg9(M9;wk)%p6ex^1gFHgokBfmDAi^V{8WF?Ubdq0# zwiDBIrb2mFF^TxG0>D*Ng3%i{bM(OTjowj> zNaEgJV%Bp=QgXI=#O0OHp>MG&V`08_i;FtLabB~-^h2y2sdcU8?J9Y+mLbXYU=y6; z%N&@{;YzJ@K>U^g8~G0m6+T5?-x}0{{?na-yk=wa($a7FGGC?ueFe%z>-iCF|N3Y*y>@pIWV#;?D5DiWM| zIa=v#^h21D(7||%-)SvHk7eg^mDe10Ju6cny6Q$ zi|eyz*tX?mj;gg|-QbY}b-xi^O!sa?9z}idwV^n`;|MODl$|fb%Tz*-#~)jR{qkb` zQyio*@5-ITOUGi7|4sO~q;bWY4F66tyRrqdGIl;YI(-kg%hQW|lO#83L!Y0e)<5=Q z$i=SMadY0#eYi4$Ap-8zmyl%KYjOH2*tgf=PoH$PX&>PtBuhE6^OE)sFxxBU{vlAi z95n_hKY(-J=1IQczO93MiFm6B`6;dVIF)kge7WK;*pNDWI_!W7(n!U8St?ebuv}e9 zwHFDiI!~6Y0S;572835yY?jv2jSH2L%T>0J(Qkck&9{;hy2TI4$16B0)+dmgu$0f@ zP?=ufw;~9BGBEC$@@@*0k(g+W?;|E}uevnTlKz?Sv11B^9?Rgvx!5vVJ9@O(w0~z1 zJslOWMGu=yU4h(2J-^fCj8FjLbI%Ag)(F(UE0U$+`l}HBeT2W+6F!T;X)s{7R;ti{ zQxwHuPAjs2yMg{dz~e+#Vzp?X4Xa0d$~ss@-K8}w2`;r~QgBIaXgTB(iJTD`D-?@C ztwaoUTQ+mHFemafsMBe&0~ZgDMI8rOW&S|0y_l+b(6>Psnmmf+V4@g^OC#K0LLsnl zDs2!}QABoAOtact{~c(?QuAqlWP%OpI(l_`cw{gAw$bzRnzGzYbQ_(yV1l@KR4k+5 zFq&0=N)7#YIjZ>8w4FvLy>yc+l_3>C>4U@0!Zm2Ep!tX2lti(p&7a=RI;{$VtAhj&-qm62?@L(*3^D0zZPB{NlZXy~C)k zuMryS1~9La&^{yfD%#jH_VGLa$GJo|(14|rX8$orB~VkC1&PcDj_Ukp{*w=nK<+V5v7{%yJjj0(G>yINHEvm07~`0jO3{>vPmAWE7{F13Z) zF^0SkPNAVWC+3*5nnr1HYs#Z-P)ea>?atZo>+vF2LTp;UyvGkxl3;}1$?zR^RITA7 z!IUF0(M(yV-u9!c7KRS-qM|Ht>W&o1(Wj>DF_=g_1UB~knPrr=8qQ+IQ2AnlmLIMenSR|`pLrX{H#oilsRfJD(jy1z(aF zvc%7aZ&jL$U+3;R;~t*he2ihjeoeq-fzAbFMGs@xxmdnJ&a0yQgsIaO^Pzgo#^ zuVLZXpczY8p*QEqbD8^?Q7qPG`rz_AsFY5BrvxySPIpzZTg~UGEV$`WdtytmN^_)J z;Vjg<-6fvNqWe;4^vZ|l>S~G>@8}oahL14>M5U)8rmwpY+jdSHdk6H8<#vcB@t!F7C?$zyKr8gCbwnS0G|{iZAbEm-r(j5Xm^N ziz!bw_0D*JfwjED)zmU=`N%E%J6&cR-R!Bkh&fl<$QCOP;(iK0@vg;9>By+f^tg45 z_e`m+izLT8AZVy{!VR@|ht5*6V{m~M8_{V=XjjubC%57EZVbVMz4sD2GpkVfE|y~2 z-I=KRMHXL)hk4)KkA7kW1LwY2AOL~rXG4A$8XZt+nNZcLs^)fq5u<0&~FyS9t9@{en%{`E>NLZwy(#K8N&0e<+&ZD>}1E;o)7F*F7P&MB~;=vGC*6nJ$GM zCXrqIwt8&oYx-F)hXoR;6E$sB&>Xk&IX6Zg>8f2ubSm+*q&?MU zs}D)nj&GjwC;BLFGy8z}p3$sb-iCv|3tZ@04grfyV+Y0#ZLHfllSgmBr+loBeVMC5 z_i29}$0*Yw22N%T?4dtLdy^XSTl`GICi}*MQ;4^&w$p%oBevweb7^DqZY?aKNrk-) z6BPbj93P$b(s(VQZW|HyIywdqXsmR#oYNvVl)~6D06S|0eS_|xyr&z*l4Q$YPa=i;h+X)$3&KgYd}TmHrcDN9Xiedqj_nPoxvx=((#BPu>9v^S9l;kVvHaCs zEK+3}V&VKp#vJpyd&qvh!HWD$e)Tn$B7U0uNSo*&{;oQnF1}Ij))0$VUhs2SR8-fx z#lH#&28dGhL{1i{DimvS?xRIPQSU~xYB~b!yJVWHx=6^Ei=w*`hz-u?jGq(T)58wV zx-s9)w$E=!`n{w1w9=BDqxHvu2&hlp>v9Vh-{SFb6!}<42qt1#J&-sK5B#~ZW~Iy) z#@h^E?m=~xg%mA+7?H$sczzCrGvA}9Wsm2=VwM% zyiz|{IWm*h!kA*H_Yf+?9I=q#^17~-2i0?ImgBtR8T}sWcipoy%0_*|VHoVbM2PlBLH2k8@0Z__TSZ}HUcfLlU^v(@o1qo0itO`GA z_iSma^x>IlO159E&xqWMEtiL@&M;DZ_v4Ih*kQ~!NX5MtRYhYlwHW*k-@n)lcecK; z)q1(LOQD#Hu4tf$_=VrMUFvk*7A-To?E}q^S9q+ zq^<)tO3VnK1hd;Zx7J%|%j!pjHbbV}xQX^~O*6k*+DY2ZYCoq(s;8J4urNsyltb{z zFRG}%*FMPYV!7PZpbRw&6jjp}i;TP1pDcSYT%UjM{P9U?Qq`%sJoN{;rIyS<6@AJr z@j<-3%K=4FdD<4&;+ToJKG(qOh;}Z!M=qj?^?JD}ZEIm$JscUNGh_pQiua4E8ik$r zRDXNIs(~=y)tRyx3dg5^?%>zDF#n+3J0SSS&oNXU(dF|${~R-h!Xbg25+w+#VrOV0 zDeQr%A<}J4$Tb-YcJEDFqmMj+_1hSD1b@SeXa9&w!|{)eZy3Os3`u~Y7%Vz;mVZUZ zJxhyPoVBp2Xw!iA&hfXhqKCU`UH$OtqItl56gyawm&h~X@Hdekx0WL#t+3;6IuAD` zXuAC1+y!(2f2UWg@b)t%zVA2Z=Izz;wYU4%WXFUEBC8Q{-`>y2LrBDk`Qe@=N0|n7 z*X;gaJw`#w2m!dhI2)1`D1~BGZ_3ekWxe3&UHh+4`gXGC?as0*pg)W3%!#i-R}|s*nSE_*A2%$-QV@@+M`b!^5$2e!4blChK z{FCW=q-18bz>dAEJxwuG(|LvAXVM!$)wf$vOb-@95*^&zoGfYfTy$?M)1&<;;DH;G zvcq3vXwDQ@)J+27Sdp~4)5P`O5eS3YRR<@1miB6)Xyi3WhQu(UP=LJ7w6;gjPJ_zh z@1$cP;?Uh?)s?(kwNJ-&T^1v!U6c|$1^mNMh2?L)yH9dEHEz>XgnW*#N9FqB$OkOw z`8Dz*a0j&bSJtpa9DH0~rDjI$@s_eWZn_*Wl$XPDr|;93j^HS&wr z=O*zwS17mf8~S}X`M)lt`(@zw$Py3NlpJ2KsAK5cRi)A)A1058EX<}-^Eq}*=w^uC ziq0kCZ~C?RsLh(nw1=-5uBSl7;6k3W#`ky`c^~4ohs$5iW-kOQUWDyNAgyIJW=a>Anag$`MykQY~1-c(Gg3gzx-gq9dXMjA_$7p_$VVG0MMk}Mgm4IaOv$S|6 z3w!c@=cm4W$F$xR*pGw1j-7_JoIUB`)+tgg(C-x$k5ZxG3m)$0uanj}R?Iv_JB7qV zYt1={5KN>lOQEQb>9R(IG;)#(kPcE({Y*Lf2;_@sZo1P5LJfUGM1vBmwJ%#EkuSt@ z$X1vp4jGz(GTtT>gH;Fd?wn}HVU&1m4#&B=`#@{Y)`U?k`ELnAbMRTVj|a>er{>xy*l(o7H9Z>o3yi803xqzkDIX@>Bkn?M}->I5_A zkFtq=_ZQx}wr-7QGOqc^U74)dVc2;ia0n(yWVe;N zgkSuJOw2mR)L5@-CanhRSh!kof5al&2e?Z3q5e`SzlD!K(j+6f(}|fW=JM+lccxKn zF3ncQs8o!yHwH5CQ={CA>V+}h=|nr<=(WbMeBW(Zx8udiatC4pmFu@81!cS~DBHLW zx$oTgj)L7(qTUFs@L83f{=Q!6DgXO{Bwqd@GQ23A=+;=V= zgu){2CYp*2iX@)o)THYw)<+^?T3b1he>kzuIAI|gb83U&8R*hl{KQh!WS&l1sf+vg z)HI}-wHW7MpLc?|D&hr23c&CLlHy?zABY-g`ZC&FnHd^d?#A@)lxohNvvt(gctrAY zi_$+tQ@V+mt8SCgZqYQziPl&8ORD;%H!cw}>**|&SXO1*NRX@R4r?7>dNsHy$LN?5 z+&MK4J7IoOLle=9(*B769wCCtnQN}7>bbUi&_dgf=>~F=RP^eIK85xO8BU^CZrD1> zfgQKI`N-M9r3EADzCUC$u6M1Df}g+nO@u7A&TV9M4DBk!B$^E#hnnvUr6a{NuJ~D! zyI|?)C*d`hg4DwbZjZjI{iPhH-lhJ#8<2Q?!L&pFYsAX(xuRK-_=Fevlnz(@WmrXT zW7l!Mn^vuF*vWNZU&p{@j}IB_NwsJa9aAi>Bu88x^e7D}#>)w5$h^>Sanl*{U&v-N zJFGz=oEdGj0{=h_0~QDK)k>-Ud zZP97AQ#}2+5@xBo;?3Dd}EG%kjqr#J+%r!JNVb%J} z8aycTaw90wbTPG>wzaTER91tsl!>mt$ukZG{-}af>;a)LEzJoqU@sUkxFK?%?QEhy z18q{IHCMhmiSw&Db}(JT#xO(}3A_iEq>ytTMPk6<^(YrT>%E$yhN~k+je>|qP*Nk7p?}5>KFc9t2QGK>fdfgPl-og$ zq;duFby7kJdTbdAT>TCnkSjQE<)ELZL@(dIhZ@GN7luVJIgF-!XesNk(jDyv^ZOZz zJ*tHAX+?ir1Pm<%<zZVAtm#e2XS=_pwTyFNw$F#=B?(B7VF0xQ)HX-vI3)596%F^>9gic1(VzTm@Y_gf z=u<8lXHq=3BIUm-N&qTQI93QddizrnO?n==GDRb%Zx>JE(PTtgw^0Kv;vJ^ZP zTJPQ^St3i4rzFI6N)3~gr3o8(>(5`_sCkI=#H=m^+mmL?EG9`(NdXl(<7?^M)WeT`4QvMN|+Zd9h! zRI`!ysK*OqJA8UMw6|j|Xj6ZOj1X(37mfb_q8&?X+4jqLlcMztS7`32#&JL?Ao2C9 z99+`j=8i})Jia73*c@8fsO;BB_p56Y<18sIpeT=O`=5#D!^m-Ckv;vNDCKeG#me!` zdLiDdjLSiNl!UmS>qp7sDgIF>4p$vAyVWeX#C4(6l&K?;Sb5^(rfXr6m!mvt5La|` zpL)x0@-(C9NxyKik~rpHtm{LWs>ANFmy|lApabfImSWf|K;1VIC$EgTbgc2OtgSj%$u2z)n^x zsEP|boHf9rNPq;d?|)i`LG_Ll5500EoaYhFX^0dgY6I(48abBf;TRaK@#mJhoa2fx zSsr)+Y38irVx~A~)s5&sP(RAA!IflOnt5b6jz>{iyjM*b`PPg3L`rQfvKDd2b6ag% zJp8INELhTGzL1vI2?O4e=@z3j{TQp``^Ge;(fr6D&6$=bCfm6af1l_-yF5tEKb?+-2MBbFwQ7r3ak%5kT{UUoxCTGr3xbQ}UY zb?51hx#>-X$pbail``Ji@c}kOsVE!K6}bSoq>+%Lo`)dk2cSLZqoyuj@CKHKAvntS zJq`+Qx zt5j9DV@BIc40G?p;~?^i_W+oUG#P@B8TDQOS1<7H*QP)-3n00})ll`(^nGLl}7Y1Hx_ zwz9(wt{hlW7V6MkE<3alyBz0e=y>VP46!A!yXb6c;<0R8s|-f&Hmidajjb_H4w0SaZ`f4a@DzUgPDg0Fg^ePDoKHk8dl@=Erotu%_mmkAS zD3-lo9-6^z^u_ZVB!Z=dpUiQ_JJ+7`tvqIzjkf63QJ>1N4=6qB&2e7on;GMy#od%X z*>$o)h|Wj7JDJB)jf=yVu80tBWocX)3f!U4o}5>l&5P=d6|JIt2?(}KO5aISUgDz! zR3@B(%$(z|XWOKxa%8F4i3KhlyH(RPS>*{!@h1Y5WBCIvwg=@fmXU$w;bUp*^s4S1 zk!KcknCYf9?EM*PWtDz90d1H(Yw0yoA$VVHH z@ymXUtF0^-8y=v3EcmNv8Pi!5@&(<^KE{6!p-RWdD&6y_&_ zdS;ck5@a$g;pzvc(yZfRr?Iz39#V7D z6?O$lS#nqiDrsP6IIVs+(MLa`?9)n6g3^at--n~lW>q2H#Vxpyq)vU%gtUUP6mh^A zq-JV68OKeZl0OxmD?6)vN4j1Ua$(OZL1hq}J3%cq3iX&OScPK%=tM8 z0oaaYU^tLD^z-aG6=^s%wR}cxG&FP_Y18d z*0%YrmV$EO?4O_m`qSdJB5shh?$j-rD^}v1ZcqKmIO+Gt{55GUY_8tMiJ+TtiC17xt8uyihU(f}9m+1dM<^#{&o36(|f{!0D8vXP&i9#wFH5w9jxY5+0h;Wnj4STUjbAZ$6ZaVC6aJdB@t9 zIR1i+zhNtEl*x>=8^mV8S`{D6-iKQX%1RDF8*$Gk9@jfA=ITq(uH*!bKl%mZrvWorP&Nx2T0j%wwVq{xT;L&Ps#>V z2@ITtI7SWtP~dy#-)1+*P7~v#~fcP820V<_lcAma9EmM&9lTG^>hp(&8#yIl>e6d^rQ zla2=j^dt^FtIPQue>564_&Gi~BTibbO1Lo0##9Pafw%={2E3eZ87Ur$YrGQtE44R^A4yD$FSHT;{UvFy6lw4aw6u!~M zOmf2Zp-Les$o8uJ8rf(rbr&0-9JkDm+>4D!v~hno_`?C9QnF^mV0fXXiCa(diAfN z#VJPF<|Q49J|p;hZq}BSp=^Z9X(Y1X>JPE{RX%SHIpd|W#}|_L^QY*=o*?PVj+?o= zZn&_f)`N`WgY^~SIap|kn^%(VQ!Loq^(>8kFf{# zt1wy@HWRhq<5zv(0Wm$EgcQPSq3No;|8uTVO@14$iY%wcJHX(rJ?t z>dF)*+P4%X!RaeoAdW_P#X`6{XlHwLDhBS*G}QPkd8!vkxXnIEHKL8Q$!9 zR90t)T~vVFWo$cu!AZvnDI^}BxS@=aCC1gULTo3cUmLeiWN%Q9M89D|jmPBf*F zxB#qjI*#1b#n3vV=9)_>xy6?2fF*@*bv)!Yo}^>wO$JXvM@+Oe=A$u{5r(cJOJJqs zs4>ZDey&zW=1*hKL7J+g_FHn$CgSa~>I!2v>J-eRJlvAVX#_Yx-m}mh**su&;-i0L zY5EOm<`jkB?S|oRn6}~|vSfjmdUB4~IpE}DgG-mNm9j0qRCDCdo%}Ln*oyPzhom|r ztqD;clhckca!(%Awu4ebc8-cQP0i~>XikQ1ZLVBqvR{szV>H0XuMa2#!<%wY=oC(;mPyblB=cv3=02M2;E9P~0VXdydX>Tz^t+osxzP^O(| zdWPo;f_&`YoO|&|=$hLaVI&eZuo*Ne-E;+I(- zpB_l$jiEkbN>_|^s6?~W5Tedp^l1Xo z7TJR(9eFgwfMeW2mXpV7gN{>wE^|W80X_ZUsW_c)04P@w5|n=nuSz69yCD7{KU(S_ z?GN*UC~T5c)ey<(J?V(y3izT{ucbK<%b4GvH+B6WX z=C5OANo=}wRCgsh(+!QqL=FXP@fDf;ht+J+R>;=<4X0Ioy*`8n+6(m@cKpA7m7|v` z#T#ZkVC6eMIsPuZc)fUqb$TjEMZOx9@`*~+kfX@TvD5BNVdms~t)^}9xcy^n$oH7` z#Jb1vd1uaRE-57?X;O*wq$m!bdK`BB79~sAw>}JZo|`qKxZ0g$1*314mXI)UjB*Y} zFf&%6E7KI{A12Rp9&59tZ;Dcu&=8OoRH5nT`BT$9_%!awU465p7gGk>+pJud9oVYh z9p)AiP_RHzTJS!@ALqq$O6Y;=$#=5&l2X>9b&FoC!kc1X%MtF%92Bg80vtSHV}qV> zd8NF49iyX>`eHry(=yqq12U{kN1V%^xNf|@2tmNyp@Yca4*mJ3$MRGSeVpS-x@voJ zl@$yyY;6_DOOCCztt8_LQ2zi9a6X2OMlpLK$;nU+%PDf<20V+KFTC=?m`iI@xNP;t zIpdst#W^}!6JM|npbsYS`h3N@kfM^cf^r8zgU?KH+MgStGxwq`=1G#I9iTR(4=ks! z<0;2){Lw9d9I@$}wzjj&mdlt;si0EO{$t#M_Qq;a%VgWv&%x7>?1@yCU4(}fF@=-q z+@Y|Mo;!a1IjFKyqRa3KJQPEi{EJj|y>OCr8V z;o?P>8l}aZ87&u@xfRPx2?Y__NE^LJu1-p5am~Fj@+xIs{k0P97weI6B(m}VD&fMC zcsL*D_NS&Pi!Hk3MJ3R%0@~ZhvF%;xSmR)391BBtL_NbQ7 z=zhcIP4`$m5=6L=oQ%VYX%6{&64FCwX;yf~1_1BvRsR5}?_?V-xw-32q9@A7NPQ@r z^Rht?f^ass+ylwSY6&_yM%gjTdkz)aZLG0!avzx_xXKg&XbfRl0b57r`UK;>2edIY zbT_#^)SFZW({_H`(Q$7^N}@F5ZZtp+HdBr0NE~e>@#+KJdw)dROl8r~?yzpIJ8ZvO zjlL_TYGN_+l*3$QZIiblK%j%3qX&>u6O(9c8~vT`DQ;V`6Lq+uOeIQ0ONl;f=_|(6 zZN_>L$R?@H)6rtTXBgT)PDfmS<5OEzxurDgi-y9owH%CM_GD(;dGK}&OgVa6$vE!q*ZvYCus+Dv(iX{Kdo z%|m;J#e$Gd&_PfKrfF|03#sz({+YGB%zKNeZOAIx=ue>%f>VTy@y-Dx{=Zu5kWD0U z)BYh^Vqal9XNsuOBRr=Rmt6%dg%CXX(*P1SlJ7C&nz}Bd@+}L(qic7MeQh}0O zSpckoyJ~TsGI877)p^>`Y0+(XS3Fwo60HR8C8Vtm9)(@;`q!TF_?>n)d}d4hOF}fI z2U91^0VLp&?_O2qsrxr2kFumsktHdRl`XLgjq*!X!17+*|NWJEn4 zi>hr1eG3^$>-41OuC{}M`aH{8e8fpY{{S~U4)v9iKbK@)#P!sZ9#Yv#q?KT)J%u(7 zza&JWr23AQ3GP7AZ^>&ZTY#RKHT2&Dg{~UEv%>kAr^;*eEOASmSEqSN$ ziha##akKvbkCe^Nf#!vpO`St&ml+b{%0ioSq0d_M51)=vO&JoyD7s+;DK0h?k_b?y zDXGTLwyBxh;%~zSZm<=p?XmGGkV^IrR4W6?@s>r|do?&Y+#MLY;@L`wSRjLp9-_SU zR*l>3vz#-xisV7^Z{<9FXpRFr`KnGnzx~JQ&2cG!ZXc0YsYfzBsFL~*)|!Q}?kD#t z=Ah$*;x>_<^d|t^B(F6m1R#E4TtPNsh-~0zJ!p{v`-dwhH6#+E0k|3pCXTlZc?TV+ z;&ljDu3cBwo`^2aJg{ptuz77ej&V|mXW0llGma|8G$vy%j80T|;8untRg*Orf;vSC zY0Xu3ct?d06(vi+Nx;r|?OVK9^p9p^b0^*PMFH_Y@ha}OnKMag*&ao{3W^q_sYp>N z&!}VH9CAU$QP0X*WnV+MoN8U9VtreA`S}T9*^QEfmn1anioni58Q`3bl~qRFvizxO z39>$7DS0t%tGNFF5&!2ba989d{ky;+K+1f7sy5+j#wt;TK&8Ue=)z#Q{b zp2^A213dKRn-xe^Q3bdzvhr^3ACgj7LKrfANp;iFM{Y?QdVK(=AOXruCvI-XY8sm{ z@QJUjJIX*A+?0?&89m2JX40^2SrX-JaT8-(mg+uG4aie3rCUG))_W(eJ7e08Kd@wr zBG0It@dnVwk<~Kex2Wx(g{SYEfBKEM#AU323c3WV>x|&nC9rHqvcIVuydQyaa4%+y56bV3MY043aD?Dpq815Jvh zv2wTQQ@vY^8`HMnvgedZD^TQ+IVazo)8Xhu^g@?4*~xFsQ3`1rM;(9X6keDmli+Tn zi>EG<1cq3BGO*6lvX!75X8`bWIPcPeeuIS;U&LjG+iSGjbsROY!?KDkrWE zIQvzIy;)tVLVT3%0C0Ug<2-%nm=-$enQ&gR#ByD^Z#8Lru0l{x;wj3~{whD%43-D9~X1>5IK&AP3rR?;$+bq1TrC&)8NNJ- zxFbq&4;aNcON!i*5B&G9nrBZ2UacPI8d)J@3&|^pmlmH;_UTu#TUJw@MbW{~ zBcP|-5|+Af3SYYPMQM*&IG=X5Fa@5}-*V%k$AK~LhEctgkk@Iq8BxPHidi3?P@W1?NCzB(KT5O4#Ih%@sJ2g4(_5{Jo8UXg6{rIcC5rbA6P*rB8d?r+=O~YD%K>}nU4M% zSfyU3h;b3QM1V*iUTag22Q3sc}-w#OMD2YRxtjYe-d%b8=GOL+OHs z7*bZHNCSG3gOHt`#Qy-5IZ!PF9xk{Lsn;aON3KdqN=aIRx(&G?435;;w8hBeW4imX zX0tThq{vExF0AA&!Z<om&^A@m_+6FPo{tt1Ubv(dT5NB5E$~XphTxTB1Aq^Dn(XL==~%&G(NF7Z zYxiper8Jq1KI7@!+El^g193bgk&};Zywb8w!O<~~VH;ChSg|;pdyKf0Fsv}R&V_*B zND4hpeOTx3Rx!)CxuqQz4fFp1>|GefyR=19I?GHlgx(u&ISaW%I0%+f0V}}9{s1{i z$fhUsz;EnL)mG@YTaC8qYa{qHfy;@_OxHMsw zrX|oAP7WDRUU!cF08yHU{?1x1&lw`hzxYL^E|5{OHM%;tsACWMj#az4&+E@hOlmHM zOGsVtfB59xKXG!{l`A8y`wosW@ z2#hQ^!hrl_DLf>PPJLeec=w>}taFdDuJK~_#m?y-11+T}v_)zXOJittNB}8CAY&)F z>&;nOR#lg=PWfV!X}8;E$|N~*XuYt43R9d6{rb^epjxCJ@V;i*vh9zD-H9c$y_BzN z6t2Zb1cEzz(96}6kJ!gH(J~I9jcB;t(8H0MT9V^jIMOq@JC1qD?ax|EcD6Zfg)Q=4 zg7l4BHSd*i0V~|wVF3$p{vr=jP7|CTbIn$h`WUsgc!0~1BhGq5cG;_GZAcHRC`spV zWCW)m`o?jNnB>$yL8i%CUVNy(#HGhzs&rspn&Rb#nDUeYLuqpyoGC+T9Py8+$|}N6 z*x@3}aMM$ov&EGjQsF{sO!%_x!4c3@fS{1H6%{MXDfEu2NGZ=+RofZ5IqC^cTH8yr zq`H?bh;1eLU?3%HNG>TUN!$`RPpcg}VwT{-x)&~bv8K$3G1+QV&5X9($a!fgWDEeM z1K&9R0N#yb)ib_J^aXMzrIh+voDj;=?gNQ$deopYkbryRx@f-?2FWli%99E!k}rSS zidK}k>wdP=k(4VQpseSEj1PKToLFfM@U2X~Sxi?Mfa9^qN>dALdS;g|R51jt2}D5-bg61>Ar3H{ zr!Mk#?p6;tAM+HMBpPM0;cldo;ge|)i;*Fu;o>k#Q^!Jjs+V$4J~N)my0i!mJ*bxXP%VRCJ$Ej4^rG>L+xb;BMArVS$v!YySYJN?Axs_Hp#Dwqu7}X&)z)uO*ll z#`CjOy5q(|UkW_!AQAd~t0R;Bjcg5d9{wDBSh#81q9HDNl*&K_wfk}JOT&@D*ctJu znzHq+=iHfMR5;5@FcefeRjiq%J(VGeM0wKJcJ8*sD6ev{f-24&os}}aNYl|*`1Rq6 zwJoXX(1=5b1d<0@t;^%~R$1fari?{C-1WM9v1AWhYAH46rn<_F*vqtRfiQ4VeW+6k zz|QqQN+J&~oVAX;R2&4K(B~qF5Y85`K4l$x(@-pVj4;Z6ooG%(S%*3Hs3Z>Y8~fJ~ z5Vv4pn&eFqZag>F98n@D0;87+?L@(%Y)-v6pg8k%C&?m?CkS^wT~-A?h%Yx2v;aq1 z%%@|MI!6i4bBr1^3t?CmYlXpJ!iKl-e=2#a{CGJ%6>{WJ_G(`Ov_dppo?f-pQPBcC zMpWrihw=f`*P-LVVuyKs7+j2xEU6!z{yO-rKgEw1FB-l|+Ik9|FyW+N>}>>rf!8GB zvu8h&PE69{cFO|YG8mFzvQ(X@ zeX`M5NIs&Vat3~Y&7xkD7Yfran#S)@?&@gEg4T zLSaj7NNz^ZH)C%FSU;ECS5I$eL1;_3wDT6%TX79JF}F(A(mg>;9D37?1e1{W6+5O^s&c^X!*$yQS zKOMvsB?-!0RzL|OxH;$OYqr&s?Uw%ljdAVTcfg%5qm?nnWxj(Y=!~H$2YY~^kgi5J z!31%hDQVMVI@!;{T`6+X*SKH7;iBUv6j37PhgF0&fYDQ7DInyWurT*0s(`#`eEN8HTk2yKpi~?|z#ybN`OSI_)CgQB7^p=~l>s@(w)YD|G z%YC+6au$}-l!XN>008&MBl`BM-qkXzckHhd3fzv1K zDpH_W!Qn-bce`EfxX%9oYiu;*NC@QZSSkSY$sA+vQ753W`#Rt56C+-wrI?Jileup= zfC5M$9(n#!1_palk{f#pM7Tw{zcvhpo_r!ZN{YxxNp;03J2Q_@QhoaL>qwGIY&Eg@ zS|URiL}}Yqu1veDlNb`1-{rP|QN1l;Ilw}46_O6qoaU>y`yEs=+?dkZJ|)V*Htg!8 zyy9GX*=RygnPH^wK4O7VP&W_Cl6mL11Ak%ddlasEs_!}!yQZCr{1)WM@>LQ(27xeK{J8Tj9Tw^>_`GUyrJQO6hqaLMoVsg&tx zg&pjhYKw1TEZYw@!LQ z=N$FO+vO!o{$Q{N<@WxRnS0pJMvc&Jo1L&oX&YT-UWBxwQW7wek@x=qTE+7C6!F=u zZ#^9izLjS^ zGtE;>u_SM=4)xWN>tt#KkORe_R6e+?5SsMLa#Bx24vN&#A>JK<^CM!F=oK)?p)q+e zwyb^Bkdbq>INzF3l_!-Bc*R=H`Nq(UZ>*@o{x0dub(Z}2jOkj|qE(TK^L&`7$(x*c zwy3LS5xWAbCR+l?;b*NG$2Sfe@0x~k0^GWsnka(E_OJe_C+kcEd0_q!9e|-Eg)bO9 zR~NKW0}l zaY!fe=i>yO1L52+4m9Mn3x(yfB_%5XNnj6d*{i&~wH1h|#KYcwnfb?Vl4L2?i|A#u zxoA)z66O!--}==l8ohQwl+(7d*?t?4={VGv2#Mlf}J@w6}_q`hig4rHmCI zb=*d4oBa`Au+_y*`RInj(b#$N0)o^>l#z_&s9vC>e(y|cCe<z+WSFC(ANgw%|MMJOKEYpR8{G4X9!SG z$jIZ{q5D|Ja#k*Q=tzTai!$)tvh@0`qGJ4o9hh4Z4?>_ZlxG~%qa=hlq>V8a->IGW zclixPr_#=<@T%?_l*ERTw;s2@2M`*FFraj zn}cg1H%1r@aH0-ELUMZZf%d4a6MHPLi?!WuekGZ*iX*n%mTkeLjHIavLCR7v3PN$$ zlb)1>+H^g-S}derB=-6Bn)TR;5F?Qq>IGbdNVnYq6elPv2x1@gH07Jv|Z9l`{G`30Xi1 zB#tl#eCGtwDI=QtBU(|Yg}OZHj!(D9wXyPyToi)aa++82o!`uJfxySP%}u05HV<0- zxb~=QN`NHH^uD)(n9P8ED&B$lxWO6ZkEH|ry^LBzi!tS`%aytmjgMJl;#`8*CO}Xb zNlK46_Xoac8{WxB*tVj$5z{s&mj3|A`K`@;JS-J|cCeBHR0tRZlaWB*(J34StXkl- zrr2x9mRs_Cr6jtN23Ar=3Qy%Y9{Hhe^b!~uWsS0~=~GhM4Iv0ayO|0}{_tdeV~la{ zid)esh3!yPBIh00Hntd?oVb*%`dm)X5)_gA$y-@P;+EBnFK+{$OpAkz$DF3xa5#{K`cB`c-1FbPR^&xWEeDEyWSL>H zJhqt-(n^++QM)`6E5LFpIVA(w;$7nz1LHQh;3@YM6nO%x)w0~Sg0IUyTQ0V~5^!qD ze~DhNM>~bhm)ijjBr7<_y;IF6C85}0;=;N|%>MwX?fC!#c^>t1`0{U^5~rJg_&FM4 zb47NLl=a#EmG-8;1bnG~V;1~TTUmUm6I@zKNhA(3Ki0Cj8hbTxGbS@?l@?KYB=4AO zIRN{8Dym7Ar0l*t9oNYv7J2j69pnwIscJpDW`XI0*2@k)sg-BdF(k^Et%YE3PH>?~ zo!D*(#MruO;Kl1tGbNlUD{OV?TKFG)W=2T$k(xdvY;dBwsflN5$v?|k9Q<{&SBWDp z%vn;-Q}#8Mk*4+sk^xsC&gBJR3NO0c2V+`%`pPl zjXdS^&uVI98d4x_NY9c=`TmCSZ!H55{>}?d({cgS%xMK=N?Np-dm3x0NfV+q&>KdygX)UwB;mDHj{)P`SD*h+AQ)6nCQ!TSB`Q%gjx zv5!nod5MgOOt9;!$Z_Wm0)FEh;=4e!??l_;tv3R=kYGByqP=Ayt?j*@Hx(0{Q*rDG z=xx%ntXB7Jja-|N7VzUvFvY!1B?v-_a8;55f_?MbntDy_M28(Mqcv^H>PD|z0}?6< zTKQC=NOX1z&Iu{wk{f*+=3rY*|p9$RARzffbPzH9W5OInP z##S6xZ)AHt#i^3x!kc#s(>En3u_c(vCIp=NGL+z>I2i|wgUvE-(Hl;O9~ku1U1i}+ zhHk*b-67?kopUDY-*wP5lH>4WyE!li498@=YWGY3Up>CGTt;@upAMX~~D@CD?;r4bCtff<>652^8INILh_cSxtp^MlX zQ(I1iv{@aH(fQKLS0_+ZvXbP1_)0$N$4p}ws!jG~wfL=;uYlSunC%Pg^HDA>#$!q_ zkC>k^(o^{x3I_mXAxb=qk=Cl^mHHVUWuJ1ABmda(aM&u-fhIc4#>F!hgXczk!nP>Q2d39I# ztgx>!wvZMSm$0BR2>^dF$vrbcJ)@MiS{I=FTfD^-B?J(ppbmhKZq?yDjwKF6pX~Mg z8TP>tVfnX|mrAk^YR-gPY|!kI33-IK^4mrZ59^w4{V_eaXkD0xTfDLqqM+lX1m~dl zq-WAa+)XGl(b7=U{{T|NN&zJp$@ZQ@we z(*FP>Is8OuX0GrS>KaOj$sqGt{H$r37&1|Y^**1SrzI=PLfdU>JcQ%{S?)B8>85+O zxXXw{mG0i2QsO=Sw3&WE#q6+QTrM*0NF`}^%E2D5P!y+rhNg|1@YSi!<47VKkM3I| zX-PbazrveOt1`J!r)STI9X5-ViPu|abAcrBLF6&^LpYN#-O?+uaHVEq+{vT1&gd{_l2H)0+90_y} zGxez?C2!9Lg@VslBj~AHAP|gX_NgL?(JBsPOSkt*AX68z7>zso;&IlUq76Z(CWREC zP?WGgHhYRC6e3NQR-J^@fIeE=<&vSEI@OGDvc5@Cr8IgIY0@vMDmE#$7Oz)KfNM`0 z>k2aG`A=u#w~2QtQ?>2tM43u)D!9JkS^yb4j~_w*06W%nk~QJ$LhYV)xwX43&|Y=G zPnDC9I%hrq0IdUep!9!4j{4qpYG_9Q3U$Tt`+=%bi^wG{1}N`K$gWWJYn! zrKt@+<~_La`J4&~9{9oiD#yds3t23=G~Tea8*Q~Zu4J-9Y6a#(-w8PzNlI{#uDp<} zds3wz#)d{ny6-V`kBAyc3|nG7CNq3yK`NG&fsmw>`W48?NgXj&T%27DZ}djdo)z3~ zmQ=NJb%`%N*=;geVJyDmN+1+G)&R)q$m6Iq#po!cy^EeIXkntXKxz5zTb#8t>r75q zQq=2YWFgdpl{RyYz!INhOM`u==|wbS-63F^s`ZQ*);H3{z`Px0N-4_9NFZ`YJYzlh zHK^s*6v{HBew<1}Fnk$Av|5)P)!P>y>u5rhf`yO*)P%1fd*E<;Vx~9j7{xC~+Mx}6RDw?p=hA|c+g7HI+oRN1!`*l01dhOl9PZ{)B<=a?tO`?II?#@ zu~<+PvS)_75%sAJ3Cv`0eHq=CUnN{&w_JaLLz{=+_n*Ic*6@bbr@ zt|<9M+)&NM>0CC38hE6n6?gPDr5<|F&)W(=q4&er;X(MHvYk%}$oBY-MoVuml}Jj^ zJco!qLWT*?VmK5RNl`MYWihCpP4CB>_2N7PE-VYH(p+qEhT3g=N#`7Ak^caSxi?WN zL-Knxe~%gxWyj&|cX(}?5o5e%GK41uuyC%Y^9*3|S=chm2Dj(xOVoM>qH zZ@EF#daeeURHi?$$4GX3v?QTEvZpyvAw@*~QTOU7c@c32Ek8z~@m=4zn-l{Vs( zrlXR=2ocAmtJl*!kOvs{=~VjL9HmP}Q+&UDxJ69aC6&e6n_P*^B(V4iAxKuif=6!I zJesozqzi7wyH$cSQzqVIKMs302GZGr^9^N}(lN0k8+QYeG1sRDsP;K4_DHb6ehtn_ zUB3e|V@Xr?w;M`)#Pl4iAtM;iB>Pm|t0ljp9QIzhBwFs1LhaB~_;I0~>0p&%Ad--- zym6lX)E2Kq`Uu{wQs!ME&XqBQCNnLi5}ZOeHk6Eh8B#*C$3k<#u5alask=Do#+gGe zCS=sy*?B#dlsxI(kg`YfC$~AJ%RwQoO9*Y&V@G}>(CbNIYYnI=S?QH>0m%CO=p^;9 zf-JH)M=}a&hfJNI&@}F*G>h?vf+6#Ag%bCu!fg!TFM| zIR^vv%>(za*7Q4QSZp_WwZm#5!%ZdD-`4VKkZ&G%l`o9v()(5zkvj!`7Sty_5g9uy=CIlvgDgTq&XRvKu*v}#?wbRF2tnh z48@9I)J)u@JXIe#N`1McCib)b#GNZ^XK%4$(6@&5o8VE+IR?6U3mm%wd7Dp@>=^SNTw zjm%O_2s6^5`GzsaN>dsSRx#GOk_ov22l>&&21d2x=7-*mphq?d^1viegox7)27T&D z1GrA|XpRa%#sQ&ZGv&uSa!pDBf`P#&J?cnA_`d%234}tt0p%;TF%ZOg$MH@(Q$aP3 zj+E0*wuQ2#Z9bx`b5K-N+$)R6Y_>mzkuHOx? z&Nx!S04w*&Wx{UZf>(5&5rRKT-}8!BkXuJAB46PdqYgq9t`-TwKe=Q z47Ep+TrR3ory-XX=6C_MAw#85%~6)eB+dQc{O9hL6i>R_Ol7EH#JaZC<`O?Ta0gmn zbTOvN8{@-BrbdLDe6~zXb+V#P7L@iJ9FTd(YV3JGI%LW+sz>Ml0EKsm(Y1xSPnc_Y zscn|gF{7}o9tQM+v}dQJkJh!MzY?caXX-?WjNN=Oa&(($ZN)&|{3W_vDM=swweVCp z;F<*|R76!hACKN8MYhM*7bRM9B0C{UXc3K`>BU;c^d~CWeEct1HGZ_UyWy;Y`&PNL z*;!JRl%W_UNdr6%xg8EpYL7B%K9JlI)w7?*>V99vI{>smOTSKlrox4hNEL1oRNOM_=~2lc6s6x z+Ik6QHR?gt*hk4~966{;704xroh-;4U8tydiqn!HDn^u98s zB}!RQNF7GyB%h$Ca;D=8LNG-+Q!jmeq^Iev1FG~j{Yo~W5i%gkbq8u1ACwh#Ruzw~ z->qij$@wW4XB6W{=k=n*E>{5o)sPnGWd#E{%CJ?&cpvRr^UKyfjQHd4E~xz=@S4#V zN9e}wwmhw35w@a4jpzjfuHFwGtb>f?DB$E*p39x&lV-dzsHBXa@da~Y^R1@ZH2fvB z^Gv0+AS-G>Mt3W(Rpj%>P(GD=hYqUbBar@rzXfvbEO>!2NKPNKRD4G2+ia9u?D|S1d#t8Zr`GD7N>V}NJQ9^81KS*c4QE?#(P}D{ znb%2P?5w`MJE|^sCZtJtg~jrgOG+owrrk&&00`~gpVqw)_oCF6{l3!=;;MB!UQL zLuq_A=0@_MZYm`^6R;D3;50=WyX;a8)lqC<8;{>fE(yphBbu_s<2{4|YLsAyD+qtl|652wN z;))zf`v6B7`i``GAL~OcjELW)V!oO1l%wUo z!o0Uvf%u379DqUhP2-zbsD|jc zHFOCJJ5T1vVOUa~8u5y8J*l}b&Lzc?ck%Y1bNgX+N+Sr{xuD-ACm8zEIPrNTk`pGN zn`P(WHlO);sg&YI^UiT!RPcOHhZ<+j{Ld%l%F-=0?Mqzs0=*;jViebnSJd0BPZE*9 zKdn*EEf+ARVm(KFwcKVr%jy8ElY`jivZX6#j8hQan%$z}TV`QGR&X=Ymne)!H|~jg zN*sPj&TvQ^C{pT})HvwvSdA&EpdCywUZp*7cl`FsW zsrn=vaTypjF$P3ScM?JR(-;Gb1bJiXC_+SOy*l)%M1mH5e0QQaD{elK%?lx)E+^B{ zr2xSI`u>8YoPsfqQV2b&5JVfozYO#ArXX02H09-UO#z!vO9%yRwzhYq91;d9%3CV3 z{?T*nu-HOSHn;`_SjR}MlG$U~E=rVeheF4(?N>0#*+V3DesF*4dEr2^>lhv;w82~( zqdr8Wr92^Hq0jv5U6=8aWvmaf*@0wRB*apkw>nB3{K`s*QBTv~y&q)IZFTf`xy)6r z+8PhYD_8|fO1d0(`qx4#QX)_B5uBP>OT~3Y|>hNXlhC=_8W98hEU&~<^re6aq00e)TC`4`0HKsOVCn^1$c?@tEsdep1W%+Y?l!12+Ed) zvf{C|DjuDr3>=fvn+f))$OpA(uznA|AT8Ra+|HQQ%32;^ZCsG<#pDjT{WFT8&c{A3 zOJ10GCEr$GK0RBdYp)Bgwm33lTo`$g8bJAm8NbN>K4Q}H#_jFD-dp`QwV z9!j%#WoEsS&=MMQP6rM+;Q#;$9m0a*IyWB-jv9d3Ih(f zR+Rz}ge(m6?Vg#>8LK!mD8fZ|VY#@4gDkO~;u4kpI^o>0FA3B2en|uN`kc2HLZ9_kpWgCxP3aBR9+a)igP0;LQ)A=e%8f-{5abUoL(y+4USG z<|ujQrM8s*M*SyoJur7*d+j);a;B6hP88hDx#LEahjZ}8^rq(k+#upmg(XYefOtoB zE0Q?qD-JVJk))&9ADbEu*}GS@ZgrOt=1lo@x)YSN3H1@!^v45Mxw@uYbSGKSq+fWvJRCoO;zf!D24StAv) z+KXt9;g*QI>7}M^>eVXK87Fgwb6#_+PI5?I&_K>J?Y50_6tsoP4Le6K7qtzh)Q>R5 zV%Z(FB{8JMe=2CJIbPC{wMU+r=N$E>#yz%$HfOC%<5Wvy&8o+!<=%){RHJl^mz{KN z+5lE@?Z?urRd8bz)Ofr3BrqN{K?#ZD!!dNQeN0=*u|#X zk2>ROD@kdn%EKXQDNstVKvx~P{i$>G8h=CdDbi=^JDjI*qQjnA6b?ZESB>(yFDudN zco3{8{{AFhx)rTyI}Qp(d8y=XM$B>kA!zDUhrVG1U>tsx5u1~sWT^+Vow;{w>rJO5 zA!9soobg_#!SLRBr&=*Qrzv2>(Wh*2TeMpnY~T=(O?_7eHHrx%=NYE*&9j}yQAK5! z0^IazK9Bml>{cwkJnB(wX2yl~}oD=q} z`BP=s=?imIgGbv#jRdYg%(Uh|CVQIdI>s21n?Oq?wWVn}9@P{a zQL_FOb&}`V{{VwMAgyhW%Bp4=epFM>9oXsPCY`g~EzUnF8&;4{N*+{GTMGo4i}hr9 z@#MPO0AVUT)-$D}QVp~#6V4AJpf*6C`3c7qQ3a6T97+O>fH%ii;ffjvk2yyjI@F>- z?tXrI8Y6H4k&Ff?Ase;3b zZ=T>DxHOo_eU}_t+7~Y{E>aMdBPGJx$8ttZI~?O3i<}!JSbRH@`kHd)%dMqn00xO4 za%yt(6j2c4x3*cZJT9|GLR|+%?){{FP{z`G0d~cDmJ+? zK4vR}I~-+Pj2?uH^sQb`9dhte_d+YItkpUj#w1*A$e$Rc%XElkAT3zJ)SM)8J^I&; z=mumw?8_a#6HPc=8y!rCg35?0>Xd~a)K#eDUcr*BoctW{;TA1Ldu!(s zSEjD5#xh?>4W%tOl`YJ4D023EG)TB*Q3ECZT zDjtOl@Ibo(Sv5TD1)2DjN@^UB2~SD zx4}FG{#4|DH!A(jdG8_2hCk}dm@!GO$gO;4@g~crboI@(CNy*^7D9mmAwV4GJ^d%A zb5*=&D>oxLRiZP(IOFeT0Mo*Eiel<+mseU!T_Ollm4Xy^6OO7oFaXX-1 zqa1>LjW-r~-LPc@)frn;X&cUfyP+!%G_JAa0f6T?Bpmbitw>~9RWgjA@x2;*;e*8| zWWaVLx0M=9W`Z4B)VBnH4+k8C;+d8Fj@98+v>(kqnxz4^)rTIN2rjxmIiagU{Z`^e<&mPfMT$E*<&C9Q4T z6#Ru?m6YxGHG=({N_QO$aoaH1Eu8xE`twZV;_W1g*=P1$o(*Y(06d`BJgQh?aW1me9GNhqTR5p9_d#lMIoTcpd223g#t zY#2QaX3sIDhX?G;I>W?y+Ku9;o^{0)WZ-qGQ^?tFF;N#|%m{UFwiKCf#C5ROJNXrXbDUn-&BX9DGvyIa#9L|-cym0`qI8emcwvEmYj|pd@~>hu$-mVk&%yVds4SB(xfpe zZM+v)x4Y%bY=ng*1eK(92P2w}jRNTcOA--yX+_U1$5pdx(X>2;{{Sh+8RMwW80k%n zWc`5ckFcRffelv6rKCw&h?q-{I|sW=H(=Op7JJ$Rvb_Hxr7bWW+ce2O5?CPb*} zRF+&|gsHMP*g|j=0!B|dsd4pcitOma&e znR-Liq5URq@vdRDZfqf@-NBQ)9S?qRewg}KnuiX2cP08R!y-v+yQN4)s@A(BZy{2g zwIRn(RG~^7W3fM9ZhO{L`CW4C(#MaqEr_xo@X}@CCxTHCiRE(XJCQ;B{biW`UzoHwgao+bfPfRZ04!rXj=40YnxrvD=(_Az ztux`Sf^x^D%Se$G<`z)V1xp8NRpG<zs6_w58!h1VOxLPD{DlaHVSn#%tGtS9N35W_-jol?e=Eotp3 zYlUWjLIa*dW6WAd3IW6HFnVJ+_oe3N=FO-uqlX&X7a;hD8Mc>q`I3g3B&tDK%b_a4 z`to@D^vwh~($4Ao7n>|nq+~CMKN%OS=N&I5N!6TtoMnUU=f!3*Ye#bNrgDr>b@ZqM)B+f`!FR+utWDGc+ z{c-|R&Tuekv5FSQn_jKck}c`5-cY8Vk-9o1q0ELboRoq=$LYp?l+Rv;wMAv|1*J5+ zy)69r5iM66lL;R(>J#NXjy8mZBmyuFN$P6XA0tkMqx`$ytwi4KiR14 zaG9~#n{Nq1l8m0;TKet`YZf$-^Gw+uY1x>5D7<8EPFvl93Rm`p`ct)CPu8e%v(}5e zY&W)Gokgf;-d~X-Lel4&N!%64HJaqvq?b^ArEaC7WF+iJ$sqHZiaM+)nUbbC=0`x- zPSte;*C$63#BHI-tOOnS-M@teR422&5uwkS3TbV^5`-%m2ZQvZXzCdgdv#ACX$x(` z#xcU^eG*EGB3v8XThdfewj4`?oM7jt+Kbr^HjmQZ4sU4H{vSe`m8I1#I#QqxMsZgc zJ= zgyJ3C{tC0jG9)oBPxt4X(}ka>R(7MtN>b1u;;&Eu%bnvV7S7$8=>M+1&^Ubsmwy zB;j78`A;}Kt3!{@_@2dO!ltxh>;8-JJHgAuR_+Z-yV&7K^B8hIcI7{&QlL8;)N2PS zFX^(9Sunr!SoXh*Ydn|SH@kC?ng~8vLQ0f{fD()-WRO0+xW#$iNAcM?_J+*}c{LSM zMH}N6inF{%)~8U$kn2pw!XhYo768Yqj+~A@)#*Hc32|`rlG&BYqO z?4=hJ0!UMgD+ylJcL_Ko^}xs75ss;rWlLzZd?k->MTxeqP!}# zz*gh2(zN=rk^+A>an3RHs<{_!4Z3C3@a3c6Ty+fnaKu%ZttrUcBw#Pk3d)zaws#ZI zat~Zpo*x-4$giI*E~BT8ej+!dG#%|pmfT0lb8%*1}d*T;MYb_=& z%f7J6+yM?Y;;^)=C-Vg3-o9vo&3X2YK=^FkjgR`zRyvdfsSZbuR-CAkMpUEF;1ir+5DKuJ3cdT^)}Nw_$Bq^)jC=8{7wIR`Zf^fC(p#bK0{ht+LX8NMimT)G09S_k~EA z9u(vAGMi~ha5!*ARz|{{-~^6+Sicngw56uVAdmpT1Hb&uP|X@;ymL%Da=*{G%SD#iwnAp- z%6v8eX(~PQ&QD%yl<6xiNAmPt9}gM@gvef}xgR-kL5#!O0N;W)5sumZg1m>B<|)hK ziRgTG2L;{zmi6jZ*9spBEUsdqFJ#lfZA3O5g=bs~rVP6*fMuVj6G9)eZ zAxS|16W8rqJdEoUOuQJJnfZI-{=1#6^$ew|L%vyXlmd9i(y=9xPFYmvmSIm=s&$c-(z46Jeo1Rr`TvOOO^j5wv4 zQCtqX=jKk{1w)C1=PwQX1*Op%`d0KHPom(bYS_Fp<8J=RoI#Qc8M*(2j(2pT8hdYxY@;v_C|=T!opor9gGaAo(k1G>6&?eFv4RXb3&w7A$>%0S2tGUm`gJ9t0LIl)K(M+WSorX5IWf;-MbjU z#s_*^_C~#yhr(Q!Waullq;5-&CHb3D(}Wc7KnZY+f7}!a?s@N99DPE}{PgEWH2(n9 zKgJu2Qq!WNI;>n2R;2@imcbo=)95P44;#sm$&sF2AxOyDBf}s1?$S-V-!eqBxDuxt zaVbM-Cj&dU$?2Y%tsI<}iP26NmQk(;!z-^`TDF~8A-NAT=c$%rmrH3Lfz1T;8;54OIdWZ)&2>gAVKPW?zL!c@{qobe1dtCw-?tPi@@F?io2RtfQJ;Zo zjU{H)wQizYag>4PgS4b8pGF2j?VNCF&{Vcol&{goCH4I+eR@3E5lfFhu(IoCdYkM= z9nyd26jZ&3?j!Zu@279}g~Vpwrx1iCOGAkvv}4_tB!jFpLp;^@+z z8#OZFs1n>It#hvdD&E)`jD+KWGD>n{NS7Z>>G0%&lms`EyMfZan-;NSJOr;K%m?vd;|ed+oU~iz zr7X5cQo^`C)r-l`^2(91#>3J!%!KvR&)im`>dJ^CIKcbTRCHMONr@c{x|Jc^HsAyh zph))=)PP~|{H3}Oq7;;m%Z{n3x+L=@_PnAPjDk?C6%){Zy>diZ(mXQUaUrG)YC^W{ z9QCd`=#d!wymUI1r++0w+JxkExj2`aX|*L~#SD5!7^z1dEwUVd@|hvUB_kzDITg)T z&PJd3LGcDPpI3-(l9uIR11iTf%rjA)vc7osS~jPMFk#;G>+#({Qe14~jP|Qsr5VD? zxEqX*&c6`!>y|6??4SaY;UnlP&COG!Z)1IsnJd)U-RI$PSd{U@Ove_9$1(K;o@qLYp{f%}xRz*6U%%#^9 z2bhHsf_=voODBALMTqretwUyUl#7fav~9s_VG83I$3atvCwEdhc(2i6cxB=njF#-% zm{w|v&U3SpG2;J6Rx;Xs^@ zGCM0GWWaE+rmuq+QfNz@HAfQz(U!J1Ha%-U_h9b87|$30RqiHAo{IS+rha4EUzei1 zONA@d9qVn?wJSYP0>C5oCcPY&$%>hh?h`*l{wyX(@dv?68;urUkrcNfS@kKrs3;tJ z5ue-XSW(EL=+wg(MOEQ`p}WS@((E%`X-c*@TiAdzm1EYDdEgU|wN}cLc3Gxf_K^-F zaxT7Vl#6@Gmm4X|tueP^n<-aNrKsTNrcOD!ko%_N z!O-3uvu%XhgArpDBg()lI6ICwt++`ndNbTxme0q(iw$2dR(Qd3GG0+?2}>!;vJ>3m zwS0Vf;_dq?@}%yKC-AM|)JWbOF5sCAy7j@N1vXnNOBq&3QRSGw#OVhg3T2 ztz&8MlG`G45d-pMs1m}5E#QEV2q55$9A|;_;BeiI_XN?d2*7LLY9yVL~>5;`3WQX zaA>k+>!freWvgM+EjJ1@_hQ0vrM9r&oP;5%3TX*SLQ;J}L0h`y9Q~@K@>|&Chh`g( z7T_YwhaIIvio&Yo}+6($?HSDgpy=IW;KIXNVo^WRP1G} z64FA3;l~G#FgjOtXa%sAq;}BMH{M#(n9K#M<$^+%(e4IwitgP;C8Ca*;q{L1caF5f zREct(DjQTVvHl=P{qa*iPgwgW9v3-!G|z%w8O71?1c{Lt`S-ykK^Z6qoD<%>SC;2| zjl}gF4lhO6wQdi5uu{p&6OEt`dh>Z5qi-B5X!zPpD{*)yYMtmlwObAuIVMg?{>ziW zZ8?^aGD17`6}x%_gi>4&!d+t8U3d}dYk zy$vcQwU-v^+8~siXNtI_(xD&lenoh*qjid}a-Nx|E(vTnqDW|~cRu2s44qimtrctW zUWoR|FW8)n-b zP>?qgrpexujOQKu*J6{7qzvPG9dr+l67<}rteVZKEQ9_yrx1pxAbulh!a_pONg&|kgbBD3qWucBCaL7*di>O0)V3r8l}A6yLC|!sjSQhV-}sb5HGcF{C!x z1!^h|x4*-mfxS^&oGt(C6kS{0CwmlLt^4d~1ha3RoWdR zjeC;nyq`G@w-Q6kU>4p1Y@r*5!8%97G?sJh=FutzPsYcQH=i_#oMVntu3@>^m zFU?5YN|T&m5#Z8oc7Or{VNxd z9+GU*z||x-X#0i2+pL;(v^G+LZm7P4AE>WQD8f`bE+pSYcFEEDP zYEeeTDa8?#t7sd5+IpS{7^sFm`x7~J8yeD%+-4B-0Fqrwo>L*U1H5M-9F&j}q1S2q zQZwL^3NuZNHn@+j8?YZs?Z>ytLK$HjiE%^nr1d$#&V9dH%uVB-(Q1=gJnNl!w`^0R zFzG@gMs)5;;UOdPpRH}+&D|tbc)D$$k{Zri*L`tvnjXjo?D(1!}HX)I;B|w#KDe6W>PB_Ulr!>h?r9<2nY~`r& zXEhOORAoq1Xs8Nm3+eUj+!fVoJG*cI=M<*)8ec*gdnIq?r>IA zf5eY70QMhlPAR>Rh! z1oi9B-mK%z7=b)e6!fg^W2A2e4ZdsfNAr!u5)X0Qa4FJonzSx3lwC6IvRv=CcZ_)G z%-2(Zg!+@u1xoinU#(?l%@}($u;6(Mzd-m!3Ih@D7Z=pI$RCsv5)Xg1dA?tfa=68t zd~P3CY`E=-bqOkYJ5r7lf$d&?a&w)tVlhx!JgYz$X`h>a6#g%-T55Noe9&At$|*?%V5^`NnJk|ytkcC0jwWtP>Oc;mgsn;>m37#h z^*>zGeu-|v*0*H5Hk77ANFiz|PSKCIdWLe?&ZMA3L!gxccN7d~ZU-N|3TYEWR~EyG zX(iy(t}Lhwaz|{`Z0aVaG-N(maj*)}wRji@>L`;TldW-~p=31_rMw?rc_xMElZ%Y1 zWZbxh{IYPRbx_4mYdNA>N>tKQMlNpID+eDGQ*f zIUMc>tx7qtP(HdQ0X>y^di0`%{+FefPRHs?$crtlZ2#yHgQw- zSL`5O&~`{#9W+_9;alo;u6M z{{R*2H|Y=!*-}~#5J*S<^=}>+$y;Yh_0SzYHtI{BT79cbmyU9YFj2VuHxWeeuciW> z=n--8DkBal8iT^S6WJe_#o3>-k%~WxUre6s?GT2q@RDnxH%|yqob^;2lZ=t}2XLwD zmOh!?qc5Yfpm+;)a|}z>nqfzbxR&QOllA2)#dYPalW|0|;IX>|uR-{crmw+&m8YZ_ zPyGhha5MHbDoL$|-|3O=8V|-V4uWnMy&H9AB6>+-9&hc zut?mmIuc}!w}!%1j3rI&&z7=r-?!GXRxZ+_{G`#NUhwl#>8%Rw*3{zXIMNat zAv>1aWDMh;NIAx9Qx6#>Wek(HD|lfiP+WXKv^xQbl2~}DnN4g`nos4)$rv7$5PR@_ z>LrJ^g~D#jw_NDUgn6%Cm~H0RWjJ-Tq!4k?F2rmUZ) zEw04*mfC6LJmP%J0O>0r_R076uHiyUOzg5VoPP*E>J3E(e34o_%k%8arv4e3uywtqW@jDQvAl zM`*z(A90SEI6HeguCy}D(br8g5*@nb7A(tisY{U5#zNBTnaYca9-=Y)*}zfhoK&{1 z$U{U~^X-hV^pBQH@f%YrNWxoNXM$T_^AdXd;88~{FkCGV{P@>G)0eyA<~~rMA)K;} zxarf@2PfOwhvaRNp-4FNn^Xv}W7urg+k9y)Z*l2SLvA~?^Mxmc5PzG2_M)(Qi8{Yj zKyvQn3w6Z5EkU%Y#NkOQBOyI8fsS#S?$oR#kfSd{GjNcFA;#xjB>pFv9ka7PQ`7XN z<>#zX_E^QlmPhEiygJYktPM9l;K+V@Py>z>{!xyD9@XbLJolPfH!yL2Bv_5Q#5Pj% zDIsp0;PY9MgOj^1Mn6ZnbBbF_o5%x|B9oDH-HwcQe_NI#L3-q}Qnx|c3GGy)Czg62 zI!Lm-5wV%?3$&zVOJ44n8p22pw=h ztNgr|_#-!q2H#`z2IqWoWQS8DDtYCX6c_EB=bA(ylCt}MM<$;@c`U?bYfFpEhp^9Y ztsl?>WI-9UgrRAS5RS+^=2aRf5VH8pSrrX;wdea5^F0qCkANY z%A{9tBb1Vo2t5rXculjn12qhmMwoc(Tnhv_`RI`WNJ`*Q5{`ER#Z8>SK#lbv6Iwoy zLFc^M1_KK>B$t~Z2bt-3`TXeD5&l1n(tx|y=IV@cP7M4FJaEp&{4!0 zD?o3EO<8nSzwlNb99K(%;Jc9pU&qPSUHS;7SNL#+e<0Op?Gr3;kQMlOkju6`8W zAw_oM{0`rHfUu(7!VS==C>iQfo6)x9$h=vt9Gk#lvQ9C{Hj32mTy*5u+FDjtgeV*#dEp}@=OaGckx9*+ zNp)t1EGzpV*25cA3xaLYSX(lXw1d4xExbn|Aav>de$=ckg?()VDBd_$LirEr{dq1zfOR!vRZ6LJb zPV5f2r1D{LqQ(VJMmq5y!JA&OzLPr(iy7}VNpX;*sDFe3^{nhTy2{HLlTOPr&+zwa z*B%`+5t5kmppyJ&08ku{$bOwhD(*~O;%7YH9QJ2TYvJ9~N6m4YY>9DDmz^bPWu>Xq zfHD)i@)Z%-;Ul6+HIbhi#$JS!o{8~nwhNu+ExD^oXQC`WF>Zw+o!(&FcBH74C@X`X zd~^b;C);dmM~~oFtI{R>{3tOJgfy7U$Wd0%hZB`^F&XI>H&WRMWd2|%@TQm<8d^aq zG0-EH(ts4-d~=FqlUo8Zp>^3CrvCs9AuC$FN1lT^%QR2Lv zZL8miW~b#NEP$}D&Dy9Z@=3_Ojw>8WE;K1K9rKpon9>#$R1c^pzvyW0l@nGUx46t@ zD8UV{b_UgdFC7IB`wEFjX~Kf?+6irBd5T%jUch#!PR^oZUVM0kLB^I6t*Jod5!n6e z8Nql=Z(0eKf|aK$N$NQ0DlD2hh>@05{AOJR837#uIj;6dO}7Esua@%`&;;>ae@7D8 zl&3(8ikv_nPv4TC=>&X=B(hAFUX^o zF3Q8=0@|sO-F7v(E8CKAo@$pa<>?mq?u>(UXUKU;Tup=?Mlo43(We(+rC={3f%Kt4 zk>+D=YEEbnvz6pjg3v}ELB&bP=R2YM(Ic2J6T38DKoc5P5;&!Vm@4vcgT*ogF=!vf zKU#RUeuduzhd~Ur_o-`Q5eHA&)E`@qBqd{^$9gy*B-n%F{n^-7XFW|j<@2|1U%ff# zk47%k7i*2}4=oHwj2>`;an34Kk|pd&nPXIB?oG(#=LrOVoi;L$*)1yAzak17K})ax zV}$}mSW-fo*%8PPP(dq8fQ*2yd7}9(14(QjDm*nW%m-jkM1lwDMyCA(B^i4SX-#Q) z(lS#n$$6C&fN~pj1fQWD>Kt#{2{@%ihyMUs_-U@tgzM`9;7%tBx!OWQg!`?sLR5a( zrKcpl5Yh}n@Xu7-T3enN_=9NHR?LK(O~kgBcJ>9Q4uAe8kF-+sM3bjr8>X0hNnKi> zt2`*xIx<>4X`N*&TS0m15WX?TK&poRMW=uAFB`3whKP$V#TyH8oYslGE6OdiG1zK} zEj$C|x)d;?J7o4FHJy^XG}Rh0m)c-mMd0^}+EU<~ovqg{Te<}#ji7Kbjy>sL93+|> z*%}MMj}CRVqwwk3cgEKeN}fSdRJD3>k&si>Cj&f>%xGbOZ$ffqrf6RPygqW*De1Fc z1wLRYis{Zaf&m#hJx}jiJWOdiDDrZ;GzHola%}Ig(f}pC5$yN($8B)3t>^M0b3~^QRx9DabJBzZayT~$MkL0j2w~9tOkUF)-xDo+ zGNjEVBSe1~)o|AkT%F@q$Qoj#BU{iFhTtQ?SV(We=y6g7)hYm4RHR5V)_{{RlU zmi8sXyOKr;^a0=W#VIuX7820C4_s@@9r(q&z_}GA(h{X823k&f?eBsA01a4#R9|2o z{TB_2?`XQ(7@c~VE6mzMZ^LY@PLeswN->Fn0Q z>VL&w%OW;VT6{Hj2Ax)07vcqwU?KXJj(39j}#!rb_8TVOKEH+>}P?~+NrfK zOm?qChL<&{yQ6>{S3+s9g_7C{+TL~~GcHIOUl{iK)%k@I}?d)BK)8WUR9rT2#V*qxdvM*#8(i<+a8ubCUBf0w2$Jx!0?aoYMLel$dC?bpt zXV`AcV(2C|oFOMa*1PN^Y=4Je6J#N%)|X@v=6XO;`%tWnIuVjKYoysN_xngP+DgNT z$>TM3Vp$_>rt&yF8Dq!43GFt8E_?u#l5#*blgq-Rv}y6PH|)(akQ;GGDFX+Cn$ELA z>>Dv$b*Zy~DkQH2(I7%G6h=AiTuM35IZ5Ze5+Sf+e>OATkLUtY4?mkUvQRGYa)Zuj z;*Y~T#REIxu*cok_Fl~*Xs++Y6yXG^qJ$+rDh@R;-A$leoc+iaq& zhazeg-BM4u!(f`3DK%0BDYiS>d`;3`Vj^kp7Ccz8MoveSGT1H*ARqB0kdymTmN>7c z{{Ya={dCeTzYXrpJt#_N;ulO_qb!1`_bXdA=gPDH0BP&~bd1=3(CB5eM?@C6(HaHT zH!K~FGIutw)NpEpk5(};n@%O$Lwj3!z{ngVdXjDYOG~ZITGE~| zzX3n~zSVP&I+05cZ|29YKBx69gGx=bQ${o{{X!+2jc0L zfcOI`>H2>4qZtcWwl=V^(@q?IVvuprka(_nK88Ghp?g!xl*%1ZD$D0-#($+NEYW8S z6?zbFy4nS%{{Ux*R2z0f$_=AA9-IPC>quFYWRqa>c62$=@Zcy?0l=-i zElFA7xjL0F&E=BgD;pAV`9U3Pva3Kr(2Si0r{uW%vtcr@ut6(8BcH$8sLPEXve(Th z`YU;!68LweZZBP}ahhrMlBI;Vw32#)d(}ztqMf4DITMnm3BPHrB=bh>bf}W>{$m{k zq+{5QX*0%_=yWG5qPo=*?sOQ_dzZsXM}(_9{di~=RA)$;Y}lNg~n5M z#Yk|&nQ={pEki$u0axo@M?WRyduOADH3-r{IMAC2F1{43@w6T(IH4&p)NWCVwhC4PdNQOuE)x~8gmRPcG;@v6aMlX`)sHX^yT9aSt{{RiN`sPfQ+XzAxvnTT$SG3kR(mb_1to-Zo z-^Q8VCSTqUNLYx{&fZ5SI293%{!DJ5sTIwk5=x16VEVkguaZCfYGgSBn9U=+>y!1?N!2Nokv$8x)2srln$E*JbTonal!arQ_Zi>;9!7yQKW%% zbW^Rc&~itXwUr!zdWtlGv-(WPi-nfsmiC^bkSb643z$QqUbfjMleB&6cA8m4I{p>kSIGxVY*f>*-xiZls2DLhmXj&q3vr4&ez zG%K7MHY}2iV0ZMUc+wmc6!wqvQ*QG zE~k&BN_G$(O}fLY4=<+xp7cpmIirf?Va)V`a8ha`tl@{Ica}S>8RmAB@EixJ^jK8k51<_ zx#aG*W1$|NnX&#Kyj_)jwli(jG8}!zu!KwzODwzF(nte8K~-f2y@%VkqeR1%B>+7N zKwC<|z~_nvPqCuQd1Vfys3bU&GoML6wH7JU6Fhc{YQcGKTu_oW9CRllw(#avvnwt) z24&xlpNEFLS<=p2tqrL+NX@BCslVnv#~o^qCh_F%y&i|e&*aA7*@^rK@gnV~7Wao5 z;y=mGhy9(TJe(-wrak&nWTK_oKAEeIITWf$*IFL-`|#n3>L9Y8G!e%Kp~w8~OjEyQ z^?|L1?*1Y%9&3@B-lTTH=soE&%~IKK9}44O%~z~MTQR-OlB7n2&h>Q!gPae!;+HI~ z?1h0tMsd>4YkwAeMu&Q3nIFRo{!2}i5KCl?;GUd}=bp5jarxy;4sJ+c!tI}^J{?({ zve;v?@gSwJ4r|rnhe)J+$B{KDx(eK-EnuaDl>yg|wG(y>PzK{2ZnjY&?<5h7C0zdi z=92b@L<=S*sxwQFt2^Nhu!y&Y!g)Ir~ z^fl)^hn9{zj7{Dbi$*B`ppW5L-DU-tk@{a+iFF%;oc8g*6wl zUcd1xN%&1 zSZZ5NCFVdV43GgrQ=Fdl77$h&FT;@BrqYL+Bqsqpk?&G)!iURpKO$R7fEXtvQ6z}; zO$|HcC^)dD$;kH=$!vqAwlY;9yvv`5gOan>iio=-%zd{C(>OEbjHiLg`&6V1fby+Y z*#~?zDO(eh`co1Dfl=>~(p3fb5&==j9Z&C4)e&b$?WOI~7B(q(&g+gX1VZlT86H%V=7J?bFugOR3~g)(W>X#pPBkAhiKa> z#%?k)H;Z~2#|r4M6@djA8G^=K%1(MmT8bc$ONCxs%R(aGNORucMklDXW3P~ z4fdHqm?R;xa6P(J$T~$?D`ph<$Go>EQ6ex}{J?$q0;|qe$HqD`WXQ{5^7C%)J-w;1 z+9kRpKP~hS)2@_|GI7AEP|@ABqC(q+COUS!Jlt{!&gzS3D`d-dh`C&w^VWpIih-3p z@!FsK)Hg^b^mBejlCkb>m~UR?4@p|oP{1SU+)+b*z;*?du5~$KNP#80TPKe$8+$nR z-PWw72B+dI2%ktRQj zT29q44G-aMrH9fmo1OTX(g*#)3LaX2{xtN|6(C+YWZaz}*FPCGh1Pp=FPffY(87>d zWulZY*%+%r0I=>Ar<(VBf#H@_MUiJHB^K$5K`J)-}c67IUe{wPof=<`eyuNsVGaU^8WzBuA;1Boe0T_$Cb;4b%t4eDN+i0 z5l@~)DAPLxXNFf3CwxkLFIn|-%<8K&Bqrqv!s~A|ovS2gf>VtCwN1`Y{=Sb_!sWvv zte(o2!QwHB@~qBBdL+moMs=5f{!#r$8KHA*-No_IGV!U4O}@V|3Hg?QK}f(s>-$pn z-{e`GS6{@7qxDO^D2W;pYzY!K;Vvl%AS8A<=yQsicT{C&oN%VwHZOzT7HRz>634c9zbVd^c~oADjJ|@(TW!>(801!)$f&_kw`>yp<+e&14mf*u z0+8|zQ3Bqz9ivY~Tp9{o83QkLAFDuD8F0c?h zVDalu_J>*1+leF^O8pxt;nduQ8A|FlX5V&xbYhOs^z;T=^@8lbw_Sb3Foz0 zhCbVvsXm^H`Qa(;(i~az5=cDcRoJCkD$3j0?FmvELyAg5R(c=vsdkabXiF}lD+qrZ zT*`{E`FQuLl2lkhdvrFOLuzfXsAyJIg`M0|W$Qyyp@Q6quDY9o+gjUD$sst}dH`uH z(8{pQsjI7wJfPZB9mBf^ueTJrP-z6)K#qW>B!?Ww2q%$Hsk6NV;N0Z}B}q_95x_X2 zYJv0}RHBy}kXZ{+M4zm%m&Z*Lm`IW;yx z%IbiYBawok%9GsvDANW<$V^J}2t+~~Sp2x=xw0v-X8mSFSJt$)5aCu%dkSLMEl?^9 zxh$-QWt5~40Ou4GarO2WHbQ|Tnx$3jxpphP!mv+DB*{l;tMzr_p@ey!ql_Nni2%W1fO06CArcU*r>{x? z(gocW=~q1|u@@u*2h>RCG{yn?nC*>Am;gowdexT(mfmgQWATs911le zNePt)Pc%^#p)z0?+@q8thq5}E&8`F>N1-bIOmZDX^ z1fO$L{j`Gh=<40gZaJ}eNXG9;=jliB?!oNdj`8lLv*orAn0tZ1rAr%oVfO2xo(;_m z#Y-{K_@zL&zT*Rqe)Ne$_Bu0V>*1G+`j<>F)OAU5z{lab3!S@T*wuNYmV$BYY7GJ7 za&C!izV-u%3pu4)vk z*jtbFGMB{`gN>+W$Gm9EV%fS!R^>R-aEAwUs0?nQ6|ih_~}CE_03`FeO!Qn%0>a8+t8LNA zBuQ|oC1nXD)>drpG1;+-6v2qIHjAoWb^EDd<0`0 z)o)unqdP;1E^_?ID#{ng1CP|2>1Cu#idzWBZX0P+O|)NFJpD~SkHyc(e~K#Q%N%cP zn21-Y?WvX!SxM=H^{t#910{wO8fottgb4k)xeK9RuV z-lMl?Q8`Ao%&Vw%CBpPvojOy_xDFOnqrj^$#+Jd9fNwS)A;b{03>+S!tR+ijcI@*l zmX^US?QKVb3C?}#u+TCBCDj#tvuY=CBooLO?L_ShPh&lyGS?YwNmGhSlZ=jl`&CS> zM751t9IRG#MvNRtQA&tX0#9Fj{VKDSj*1S3qQ{ED)Ld;V$StRlgYQdw_An@y9dZ(q z6@)j9sX^q553rAR)*gMQ9p2JVP7{%pe)TAWx}q-L;u`W*u=07p$?we-SS&vd15yiV zT;h-WbHMviAXs^edx&)`wKN=$Q5_9U5YEW9+TuDxk`lMnI8J-idppq}!DTL`*%8T5 zPV8qQiGQ*g^*2WlHn!48#s+&=Q5Fc99yQ6uB2o38pr?WQ(JKM5Ugc|Tw-lDy1-#&G z>MCf5VOF&Bb8Jfo0Z17GKA}dxM4D|~+#*+eQ(Hf3*uJLD31r7qAp{U5yS^^2hnFGabILmWfb|^?0Cj+fz<&WsUj!l%@ z#*~GrBmskpQXY z#gpUNE$oovt1D7@+I!S@Pe(>Hi4x~K34r8CsBLLZ5$Vat>r$kNYQ)Q{^C!9=mm$Z7 z;gF(EDbbqrEx=!%TivjroxOA3pN%#InHm(7v=*mONjxT-k}ZQ5)Z-=4yeUOndCq8| zUWl9fA~z+)DMbq)BxK~{^ryH9QrYOtF;*Q5!pPh?=~3}^CCZRm-+Nna=jJlCV1b^W zTCJB0OG7cv$9UIwnYX&|k&iQJ>&ZFf)hCYhT8q(eXiaemN@0fF!-+^cw_|tKtIi!m zQnLR5(;A`lr3zuvrrZORtEDVu7JZjl%R)m=NKx1~V?Ah@74|q=HFc8WTW;VHl@3WG zkG&Lh47)E!+okrwX(jt|nm|Fu^nu^5Y2PZ3v3(_z*%sO2yA3vyi5XHOk;wsP_AK>6MyO1rdUMtNO!;Z?P?|syho>XX1oWtatsAC5`f2}7URc=hZ3}~?Q z7M7BhQzGcCs!-e#u5tFNd2**Nu{$M2Xnc!pmvnhBVGJQWDMS4$XT^A&oVlq0=H67?S=hC@baGjj<%_k;gmWN})-r0-w&x+cgR?L{IjJN(=5K^7^ z`&D$MCv3KtMWVC0rr{}Rej}L}3R)CT^{Y6c6ok#U=ouvnmRtNUEnKB)2ZCwIp)T1O zE;`e0p~QL=b|iaZiCG?n>%6C({3PTk91o!Pt2o!}uaa&0I%)fC$DBb5IZvo(rA}!i zMmV-uR=DyXh9fXAN2`CeW=>XLf}}Rtp}vUa_g)Pp3BXAslkRB@YCO3)C`frR)ZkIt zudmvpVI~lc(xtcaNWoQ{>jf1{PbTw@&55G)i`gG31>wH>`X zP|?7Ppcqj4(W8M0I6rD(2kZ5w0egb<=oMrfx001_dl zes6q6=^2nU9GjNI>QN((wVu^GG$AC>LJPBjep<#baB6PGGE-}5(Y+1i(7go|Pmf@3 zB>vM&t z8(UjX2|Q%`)x2G6Vy6E9LX`Bl^0yTfgm6t=$4k(eCc%%Fgn$}WQ_`(PCmo4xoL!Wp z6(!PC741Z^ub^c=qB@_(e4>3_X`O#!+x;I3UT_3Br4UaC9GdG<2|>*TZ8jN?K82yL zLGG-8YNsQU2&%I74kX{CHa`w?ahAuFr6j0jNjdcU0a>xl2P-bVB-DKzEZ4bKm6p`v z&=N2+!Oc4+H7%hE4lbH5{{RepXAzxl*>_&l@KWY#r17|g+vw0%eQ6$JD3cCQcrU3P zMJ2iziLTz)=9k-bVQq|&N^)#sOYD>LkIHo#aH9YN1PDx$?Kn~?tT zL|M(HMIq<1+JHGcflSGQPBjo=kw#l!rzAy)=Jub$GwA1~Wo6;bJsKGD#$L$x8-=aF zU69&Vv};^NHtN5Z zOA2T!)4Lt3TgU$Z8_C}CqdS%5p%wU-4VuAf)0Sa1$IupplBFouz2fm<#)3&6N0-Z= zCRW8=ZR56=(l+HOnau}wl9cE3VAC>k6m*L4!6|z&?~1DQa4R%12}OrodFSp+4_)Ktj@&bL#Z*(D$oY z<8H)GOam1QnIH$x&}8HFr^!+)rEGbz!D>2M&eG;^oPRQXg;2|r=(&y~%xhYNW^e#x zC}bqzT=q3ac{W;6B}=xtnTW$mZIp1W%ixL?G|*H{SC+vAxc>l#-U7PheQT`d$uVUm z)s{+~@)mo50W~^HWKda%@*%t(X)UTb!jgBBgYV5sNQ+_UO_!DzAt7k)vVC8m#doq( zv5MZqPNxVeNFSGI&VGiWBbas@5FH;WEPxU>bif9R=og|B%v+MD65E@I?VM39fT&fy zYM8cgmN#mUiHUA#oPT?4IJn{h}^PUHi}>radl6z158BUI}KXC=qO zsz^PRPw5&KuXMo#e~Nl1$^Z%9!mB#t}QeA7>5>};+Qg42pYPCHb6jUvy$ z=RK&<3>2g4&N|W1CuY^OedtaGT$~){iX<>dR!=m;kJl)cz?Fp|ey;U(EtxWCI^0s+ zWhv~Dwx1QPicH2I7P6wm^Hy0Np8oY)C%qP-=)#ldMUynCvw^txuB{d#$&ufEBza3E zKcy~FA03W12h=twDDSHBNe0rQ)YG$MB`Cni`&9NqnjBhgG}g9BjuaF-iZv<$*pII~ zFS1`EIHuW1UNR2RO@xyJ*^<0N(37;p)u+qLB}CQCGOuE!geeWA<6^de27a}A4T+K< zIqE%%L8}Wwr5?=b7BO}}2x~d~x#)hhIWj1%hmRARq&!*lsck5JOMA{b5u9eQIbK8m z08CFo#^9u_jM42ak+cnm7yu3hWY3V>*{zQPj*jkFpKT#%QQUv1pj?IaS$LB`%e9%g zEtcP8rPT5k1~O{bAC}Q3Ogq(G)cw||X#KXzQmKU+ZNcf9; z)2cyYS#hq(D&mHCRR~hqpgcYCUfX{S#-5;=3&Ku%)j2`0p{hl`n;SFWCQLVin@>KI z$UgLk9fqetyMCOTBHiaU{{ZDqa18^-+c{<@*kHSJd_|1tK~cd6xgF^*4`)MueyDDb zq-Ukn#gM!}AqsN@eWTa;(!5nqPPt2j{4~|myQ$8U4PU<_inFiY^rZLJ@ zl0e7TwJKbhPteHWj7o;-sAu0Kt^1YHL0*$LR`qOXlubsKNG zuftM-30H4wOzArqwWD8HZ?W$>eF|kM$w%K5x3mp3X73!}T$z%m+ixh(<*fYar)At* zC`We}32blC;L7miHonmx021{cFFspwZc4 z6y{cV3fsnN6r~1r3io?TX0+^bM)VFitxhK;;*x(wPDdSNiz}&!l@ZlP3k{SUZO>Zt z_?&V_vE=y>c;`qlr|)v%yx49+(DD=%6c0{1RAj`xi;U|=pzuG%_04U&WZ65930W%S z)>eFP8?wwFWk!WE=fZ2xis|we*;W#G%~#z9k~!(OW?S86a#W&LvZZ$GLy!AdQ)$MA zJ#XU-OC`KE(#oW^lZ<=g=}ybbh6vjgi-|nWkwss%#<0~-IU)O^*l6?(pHLb1tR7FC zZ%{V)-X$;W24>rGQB;R6(sFspbCPR2{;`!aL3r$5sQGbYP&p7Z-Qo2TFcekDrmruN z`vzV+AJJ25dq%luYsk3Bd&>O2z}CM9$m5=-$~pXWlDL(-_j`(5ay`;($b51GiZ#2B z948*pGBUzgw89D0jW;qpSAv{nX$j!xC%^j9t~#Q>bNWTX8t1hYrqp62>|2Ti`hAXQ z`lzBb^c%Nd8j8}IZa9B=DMHD{5;_n0{;c=){1TB7-S`3ThASHz%ZSR?5v-9%gdK#>~J(sgntcl^$~7Fi0VU10F;5(?rL!HWtrO-mysNLG<~z- z-q&e^^36loK>W!SuaAVHjNF{3C!l@9z-x0TQkl1*$2rQ>I3J~0{{R(GE0D^QSZV8Z znqt|90Sk~7v@0BDsbU#-;+i+9X4J=AtwR#uJlW zL3RR7lp;lO>5m3hM(h=JqKasXD{HpBxz3uab&;hZ#f)yxrxfKBy^C(nHhV;uUQ>5@ zYd&e*QiWhpc1e<>`yH*eq@psHAMji0^;H9Q!lX1=Varrv{P#ArG3AADD8Og(lQB&$ zLW*8cRtiVuNbOT(J(b6ZnmX+ue;tUB*&eN^1Ddf3CWOri)|=Jgu-r%16Y9awdX}t+ zwp}_e<{pHg%0l;}J54UBjZVe%IWEVki}NCEPVf?O*1A*|rdsx=nY*~d?YV`56@%2` zktLz3MyT+%Lyp?pVJIN&9Ojbrb=d>O%LIvb_ZAsS$VngpRWioMPqT<>X?idG!Qz#Y-+;fprV4ljzO-ee!Hw9##X^4UfdiA0p{g4u-k&xd2R*kzc zX$qR#Q@v@nyyK}*!cR&GNuc741>>f+Zs&4%5O)P1wJYp;RA-B$aOV=Uw3Qy7)cDDT z>|dRu8<0HsuIy0y(^f@W1;sL5hVOdQGLn_8VYCtIA9@!Q$Z3|YnDN#;DJ?>|xHg=6 zvr#NxXb+Lamt~hxTQAX3CIp16EOZrLBsz{$v!u|ml_5upOO1|CLWZq`)y~}XXOopF z28s@u&1lDdAy^-@-5qSVgl;%c@0!xW^de%E6u2EJO369n2A`F#w!*_7$g%9HQ#Qnc z2wK1-*O%o!*-uf%k65G=O5Bc=uW`w$jw)rfu${i0-+~yFm zv}c2gOeEkMbPQFs_^zqMXJ`P^`>Cp7c0`EL6)EL95;7CWr8(A!yY^T5=GfB`(JVA} zlj_BKZx_hz4yT{;m=b-EuO~7b^Wr0vj#Zpi++S@o&q-`AqqQ^k8_QDI#t=YI&M6si z_D;rQ%GA1}^asNYe`3FBcTxU&p=dSM+zOj-C$QiFU%H>NtucOg%__4x{Zr>Y>Qqd&( zvT%D4>TR|YwvQ1UF# z>G`k4n->nJgehEP``5R@%8w!nQD>IV#g-RTO@(uj9hHQ{W%mItDGKMm=K9h90A^I{ zLkwrwZRA|#?QL!~oyi2WRC@u_BLcbCqp0@W`0-dohoq#af}#V*Yby?)vT4h5BgKw{?HJ%=Cbw~8 zjx|Wg$&yoc$uG4oP$daVZT|qJSV&U<-J?9~DqY!Sh|NkO=%qFNiZcmZghFyc z$2)^~Nk04vubwHQ&M7-8E7irwk(_PFrH$PR`kKpdre1?=sP(6b2Hu55Z3y1jz? z_NY~1(MM0zHyukkYJPfx3Wfp|+v`&%zJW>lCAQWUgKu@uQ2?wZGzs6ZsC2S98aXOc zDJlaBQNSjmYxGLjpu43(9o*G#Oi9c4qz3(ATS zj8%xcLcI+d8s~AgBqS`XC(?18pVES8C`e<~7a6ls%B96Z5TXEbfh}xf3t8R%7KA$7 zlINs)deBNLgHFv4;OB@gw(C~V+KIg5 z>hME5Jx8Fb6ZT$%v{mz53sLs2y%G#3lTtzPYQPzyNPt|^$uz`q4|Weuv_PM+??#^$ zz3EXP4wZe{G1W4g@pk{W#spkoCRX5znOH zia1FxV&w}*-6yYgUV@ksrM}}RBPl%bOmK|FRHE$A8Y{;84yQ^ZNpUR5ILJJ6RWf0( zL!+1Jj#C?Edn$3I1!tk_NU9#CW_P8%<;5kYT1r)cjQy+6S7|oSLk%KqSq-TPLWfdDX)}w6=(0mhHian(SSlm- zr8#!n8l4@JDah#!IHEiAOO`b)p#6+cWeKspVJFjyrsCluQ63}aEQO~TCnJw)DJ|M0 zU)1)+ON#MO&H+%!tq&iWXnV_Aaq*lupLl^AOqGI&3&GagvCuoF02?o#cqrYhF7B`3cX z88InrV#tR3PO(eGG@u62g>#aj?^)US(q4x4`XOuGA8yr_wd%~eU)vUm|UkCQ*6fxLUN<#bG)APHj@ghAj)md?PxHzRg^2uBlCZ?cfVlz zJIi|D>qX*(DTdD;>jV93lirSM{gw6p-t_y(Y^;Phe8nK2$UTqNufly}vaI87iz~xD z2PaTIi!1=Ky+8$oa)0)!Ir4UNhr%i<+4^bV4})+tUZ0QiEFj1zNm7)7M}v;4*;hVx z^oxlP#$I0V(Guh_Y0nDFzHjO=V4fMl96Y>cKO zIrx59!2bXh5y)HB5G-s(b=k{pDN1vKuk@wlYKBF#ANc30bltqVBg|=~la0zfKGl_( zTclmY*^;jk?fQn~sPN~w_EdKSbSLXd=_u^7rDSy2?UuomHRij~NdWOekX@2HnEHei zv2TGLhWIqLP^E1T~%C(CM95&Xa>BvGV8V5{ZXyG^K;QmHFB zImR(Z9fI8=o4)GHyl0D%S|O#A`IpD-R$~naa@fb9r%0L<`g7(EPdsL#X(Sw7j`#Tz zCE60>=~H0`2ROl{#abHu5Ti~+X4+VE9tVE45~PWXFHZ(FgDlQqzZhg-XZ5O+*2gWH z+}uR#7+M-m3TnHRqGG9;U&dwk1RdDvT~r$bIl{=z zNe7iH0*wM%q9J& zC+Uh7os8PimoAT5_a`X#SCI-nQfx$^y?` zl@3HvCielB8*CteR5AL|Dg7N(e7DAwnBOqdiq1M8r9~r;=~n>xD3uTpk+iD0HkmJC z2BLNQG|_Rjsn*I!JZ7$9QOTxN$riR;-VylNnT)q;yFZ5j02Lnejz=G^(0H?bG3Q+v zSKC9l+IJ@)imI+9#O)c9eYsZanQ1BX6TzlrmuS;1aos%!6zEh`jO9R9L}B@}Z9N?z zNZbbFji!e-IvoeF^amM}F|d^Z)Ag+Uv2lp*#O*-{p+0f~c8(1%1k-d%vxSOs*;zpx z6M<8oAJ}%uvyxkVGLmqWdm2<#s$nS{OpeXLwp2rfYDgpXtp094`)#7< z7F9Hj33)11NN59NZbv~!Jq9c1bC3Pj+3tA%0MQ7SM7kUV=Lk6a)~+74M@VAR;g*?0 z>TkCqs%KWtMUki1ZIsh#Qh-{y8R^APlW69L7|?Cfn(`9LbDmBr6xtOe(66lgJcl6# z=isL##b4Rx zCkGcnW($jF$YI~YZwfg)sGg%eY8vVW!t%W2yu%WiYhgkPan3vAKkHreaqae3^Fe7q zOJsgfeFN`Ov3@@g;cFt-Tvgrc3ELNpNQb^yjrEe2dW7VEvRH ztI<9o>c*2k?J3f!Ybi=IfIj5Xl+f;~Ax$aZ>h#Q286jpvgCL}5_00t3*eIfFnqf?( z$6to|LJvDfB+{v%=z%qqure)Dl(&f52kBg_vWwp22#lm2x*e#k>rqQzrFW=!y2 zeM556m1Gk`yF30x9Z_w%Nb{Pp+heezJw9RN54AcP_6)b^&Dz6DYs+Qq%Dkt03UKZ6 zv$R$C^>Hf7GE8dH_X+GNutUwZ5;+5dN}92dveA<=1iL6=WTud!HzX-oKdmY;p{(H^ zEvegIl+3o4`2J9^e`7-8{=$pU`Qh8&!sRfxHz*-PKWx=pt3`}!M&8jEXp{8YTU0Z% zp*32S9PKih@u3cHTAOXMGgUHsEy3u_nvD;6%JUGEfJx$ov7W`Ht3OKQami%jjT{e_ za8DG(3n6aD>qH5!JW$p~-*H>fB`G_X&ePNDS9(#JoYI0Wb9{iI`uEaS% zv+ak%``y6-rxb9ZjiouwOt7{LvLr*gd_QUjoN;E*nU-WaCbTjXbH!1}nntf0NcR>O z&BWY+`G3l>=aZ!NZsS)IjCks4)iShWG;)_^XDvDi#c51Bm8B#U@(oqW)Rh)f8KFs4 z#e&kn0YjS3nt0xZq6GVMmf1nZ)0WLxjzu`rIka{rORa>UZb2M-gG#i6_vncrzJ&xV zZBlykO^RO8(n2=BX>2^)rj8VQ{cF;AnYl-+Jl~g%Y*1}tP8@uV;PHXZYia27%VQ3j zjMMWQL2qiuDN*;$Q071TZ5O!8ri~$RQxmK<<+tflBPTiQfnPb~CmhW89B=4_SyuMs zqs>6z43YJx;mG3Ygw>Jl@}7?3;<|7qOU(<~-x-I0PPssO86A$0myg z%{JiCN_VLt10bG+RccR2hLaiLUz@wcR7WtCkMpjD*qO$FcN;Tulw)})Q68YLdS(3_ zy$HIqPpO2ZanJ!l_Tx2k9Mo3A@AN~{w_`C6S*Da7;~zmt%a5Z|h{n4rD?MFgR-e8& zghxt{>D_=j3iVz)lJnxL+C1MskMYjXDNY974mcK+xR4ZpI63K$t!btEGM})LE<#ke z&c}%0!h=alx@30drLAlfPE0$M%3zHNMM-hZiUg8JzZ5Q2vKra2ei%F#ZX|?WZYT~U zdWPivv0aJ|a@dU7I;uvm)Ed6irENh;d9-X!)Te=*3ejz2MHHNwS2d}wTHb${+p9!= zdFjOhmvX|7R2jW^t)%=cw5dy&%A}RrDSC|2_H%% zt6)8lu0qm=%!Zmq2-=PZBep7A8667OcbSbHCOy4jYZ*SC1r40Qw}{2-c%2=U#|Td4 zZb&(!i?CZ2ZZ~Vg3^t~mP)br1RD|Q2I*2KY7dz_bwoJ0OTpSNICmE?p0^J{NQ!cj^ zxoZ=U%S8z!Z0LTUN;HucbdRKUn%z_I6qg$jcG8#%9+rb2a zO-pEsVpg%YYmbsccMCGibf|7~IUlt$5}+iTCF$s~5X&QKU03sspqiI05gR;fD{YSJ z1Ic1}j`Dh(?LB&DwM;AQ>3^|LNI{Wgxe%%9eF;_*xp~bVSgNuiqe1C5S2d>8(f~Ob z=Cksb@%lAag|MWm(3XbsHV*wNlMRaAFWMB_PAOr+26Ae?Ph;TGmNhF%OX~$o2XWxi z#)@wel^*n7jA9uJu&B7v-a;{Vkc>5ZBaH|n4h|(612rkXG*iy(X0fi)CS*N&)yBXu@%k7z* z`628Ma-O26=!UOn8-y!V)(_9x3LFW++L8O>xzz)-Bx)Tcr>{2k+Zt(yP^^Ku9FK8J z=z@%z(UCl7_-nbg>#{5 zQYq$LHiO!4Q;Bg*S&Ic=U}V)!S0D6?yiP^wjkav0tBsyf zn$QFO)8FhU)iAX$WW6=2U6kULDJn{n&h-rOQ7Dl(q=J`6t<$19i~_Thla4;MJ>Q{m zMPqTcGjEQeGB?T*U9 z=SI}6FJ(bNL>zjLYW2|mws~o)VN_3$*<;qn=LcvwJH5%FZo%|D=yblTtYjguw}J6%_XNaMwHNPMq&hJRVx6M zk;x!`y$eKN(K7j{+Du%bdsgbm&uq|D6GHU)@ZqxKk4s96ss&v31E=prM35wFwx3!U zT%W)L1+QUJpV8e>+TX6MvK~NvExe>1s`gLN3Wu0 zyv0)!nJn|QC<)*L-lbY5v@TurhMZv^F3qjy6yX4noPub(5!6c6I%)RP@|L?hO`{lB zn2dg)(-ehDHYq{VmUg6{pShI2GLnR3cIm}6NEVK0vT92-<;=3nc*j8AgdM~YT+$?& zb-e3+M&k-)lqE<24o-MI=yZ0%Z_2wj5mx)SFPA{VMh;Iu?OdH5Vw9+m?6Q)#ONdjS zm?by}A6h$SX$pFd&!;X@{Fv95(EGU?H=eX=LflgZMDXKL!jy?(Qr~Sj$F?!oG*Xgb zC>K_RlO`ibLeQeL5DqGyR$9lc8ppydM1EBax(`fpI@LSa#;hmem}*VA$2^`2dE%2W z;$t0r+d@l#DM|GnDGaiiU#&|DJBdGfn38dEeY4V-kqpr_{rep+c9!= zs1-DY6NHY`9e+WlP%_mj45Ep~J5l+YbNNu(N)a(_nan1)yv4K#m%FqHE50`?O zBoWA~Gij=2Tyb%gp~l&Cb(JA6EAbPIRzE8Onsj8;^x%rREukyn_FNlJGtpz zJInE(Zq#~@8=LW=rQqvrqEj1411H$=UVSxm&C2X>X@+mR(6+;CBZ3E0Mx@{(YJk`6 zIXcvQ&zJKU>&WOT_AH8MUD!uPY9E%8+*iN3NyrL3(lcV!pvxBa!e?9lX$xsZT&Dw| zs;TwUA$t^r2{Gf8#B&aXeq45@!d8QOX9;%+YIQ6~ZA}*N6ue*>g&Pa1Le0WL7dv2Z z6`@$`)OM?CEyqC1M{PjTZW>lX3x2jpPz3d<;(i&Bj!Nx~l>~$~k`TkGZEf{ddW`#5 zw7|Q>@;TR85-mR@^#1^ueZ-cIHzi%j9@NQ3w1nN3w}mTU-30eXl!i$u0P%rQ7|;@W z9Ce3@Qm^wrhcf!aRz?mL#}t0u3re;EldJBx2BV8WHSha zsylh~_e~ncN3y29d_~)%x|jUl#6VENJf11h#n_JBMVX#ITcpK|N9rc|7%~vy&#r(wfd&jku%&hEy;HMo0c=T@uE~fAw4?sSiQQQjh@a zpP;UKBqtkE-g1#98EGVdHx6?_M6k=B!>)@=Ic_I;{K+X8qfUTo#7%jiLar>kZH*kq zZ9tHYIHo6H&8=nzp9ILfcy> zIN%fdQ#8>U8X@aTq&UVa?0JNz7zyYoD`6%*=zT>PL^CC~f}_aA1d!M>Lij^}OsQ?B zAfa4=R3^4qUW<=ft|OLJ1%bGytwfTdBW5e{MY#U}HvZSS3Oo!|S?IMJDp&YX!Oyis zLLxeUYGMVDAMe_jfMk5&o+yDfJTY{$T*@wz-Dyh7gUCXUC$Rtu+mEvvMZKfEMq6z& z8|PN&K9ILY-QBp&A9MqWW!ZIWa-B}VQP5mM@)#OUs_ z`)N>E!3LAGHaaq&i`qgYKQ>fm!br*EwKffrCq)-Rr(Sn2>Zos*4D$Hy*?%-#08y|s)Ea42QRbTT<8kh`H- z4hII~+LiGB(A6{0y0sOR%zfN#8Nu#rp~jX;QU@k@!aFPLh2Y$$IO?1PD>(XBrQ`Ab z7$kXqPbFoWq996^u6l#VJ!$fC^i;cK@5G8qTPJeU&(@Uh>@?_Z(fWc_s^r%9kF0vQ z=LfZCb9ny%ELo+)&+*8(EEaptIH#alx|@TS6+l`yiOF#iBLM>K?-Nw2hgxLFY*D0Mk=(on2> zf4vgPvy_VB?_+8dmAr@Yuzx8$ioc63#)x!%L&ivx%}BQ(sn?s_GI5NGIA@ALOC5-6@H1UIZIdDB?r&ot zbs53O9`xw)BG{*jR4YJ>tn|_xkQ$WA81yMh&IUcH&Bjb!N;)3&*Ns<;J1InoI9B1D zE0QtAE_kCMk;u_@X%C3MpNkopG7?_MN?PLw>-DOV zaSrUH6j`5TOTbdGj1PJTO;AG%Z@>`zw&xYBa!{pnT(m$U<70(#itn2N3EYwa9R9RX zlSD7}Q~o1qOYN#U+_wc5PZ%RSQ=;1ih*}R@-Sqt8-SL&BlIGN%xd)mz6+)hwbj6Ed z)=017Zqy((UV zkFy#0xd+Ie>YFKAHxrP0Raxw_7F2GYN!%(DC6Qeqa8ESIkjO76o}A{IfMjxW$)g3M zM_e_%{&lbT{l-+!Ed+puBdn~Wrgva<`(}x9-RP{i#a});^V{8oINDW&jEwFh?~iQNi1I&TC&%86iQ(qEkE&t?H^EXuz)|HOfIvT9 zYUVtOMQKNWD3be5oB+N#rMID}6$Ylbh8!v< zidzjcKlr_RitWAhg@Cc1{b=!~&Xc1$E-Z(VRF&Z;o<}ulNk`bWtl*duS#Uhj3Q}nM zDG-$tn|&)uOoZ)o+Z}$isVaI3$g^Q(A28NRw`YoE8j_|Om3lv+-HH#C@`&5P%_A=# z?H6!z>ryATH*wt3&(^BT3$2&qolDUz4;Ic#xCC=bmOT%SbiJNmy~l)*wLRt$*c#|@ zWs&+9m!BLmit*!P=X<^~R7R+4y`Q`KuTAx81dUXUsw|XjA zmFFn9(dX(bGn3=tk~K!R8^}1jAEIhTZt&4Lk`%tG0P-u#=kfBxDx=b2<;N^-4w@re zCM=Z2kmu&$o!G@@a(J?ev5lrRYfDT$LkIYcwJ9$kXFUxo4BTBZc8c+d2Hv%y#B6mu zb)JpZQ?W+!D;1Ic45sf6xYVZ6EOz^yY(zm)emmr9}z~{VEc%Zd)wzez#g;hN9sr zXatNNaYmv01?&%S*0W|j8BXMsf_Dyy6kdq0(2H`o+-9ZLN?mX|cBuV(VuDSElLxOt zBJSg^zUTp@l^x@rohW-=j%YvO-jcQH_S18?7QDU0aylC4a?#6MEtogRlACH)TT&8* z6cBp~TZ2Tsp4pueSCsnHms^pPhLWBD$5TSBGFH#G9}jGLg2y5k@VMb`V3JTWkwo&i zv$~Y7srWx`RCP^_a!W6%&p_Hn6ZWe(`8DiJu&1)Pym(LX-y1Hhv+(z+?dF62xO&682}85Us~8!Oh~a@ zoNY)_*>z_-iR=4uQS9pt+MEz~L~$Y3iQ#A3x`;jMn{~280_xC}ppVO*Gfj-B=d(3< zjcQDVxds)n0E3XUtAS38tW!evht_v3H*#H>@a_?T8Uw8-4L=PPLj?A86$u;;2iWP?f%tk4kz|j$(32B zbQY0arPdycke!2Y#y1{1{jrL(9CYlhIbMrpmeu5dqsap_@jz`v+Ds=>Px8>QkulGS z(}a7xge^fS3O(osBRhDPs+farkokB8HV7Q^T+?S>jG?VHWXr<*mei%Io%lRcvE%)L zDGRK%a@*;SvYyzZX;}%osygC+KtoFe_5&yO6f%^4*x15y(nmLKcgMQyBw{sl2BUNA~ApVKre&T!J+L?8VFoj*`#*uD>I#kvrSQ;dVi-bR1Um6Q1oj*8sV zACLI&kbaTbehllBxR&2&BXPmqoC;U}0O>q>UyB_t<9o z4XPnD68(lwbDj~B1vWlMk2m4Q-5CQNd$&9?D#vJ^>a#e}bto!k*sbMc{_Q#3Ggr-x~emTh4U;1J_32BZvSCcNh> z#!4Rj9*2$OBbi<7wzQ_WP;I!5~K(uPzcE`Py*?V4!LlGB57)TI(qM*vr& z!rxjv$0KsG=CD{|SmQLXfQ9WFjyuz|RoN;|rD_Y#wA-K%fzt0OE(>+1L)*#{;Y@;KBrK#16W*06*(n{E(|Q%M*=9`d29{C6(`pUK48%;c88h!{oN#m{Nh9lh&IV zCc&#H*?OZ{_;ETs4MNkbwAdNsoTT;5Kc%ez-(O|f;jf7LcK(z&;=Ht!r(izg{tB%) zIE;+chwE0Vkh`n#;k1&4D}Lp66DwLfn64ajm`=bS?5LZLtZs?jW43WR++9sgchl?Va(aP@1>l_f~jQ zb6wv@T-{SlkfMf;Qm>)*s~;qCD`Mr1$7prX-XX-*Pz8%sw6h&u5yu~`B1-)e z89z+9EP5U)W25Dp^AO^BP(24~M6^9Lk?FfkC~i3cb6rEBSxH_-C=Sq3QP*z?K$2F{ z`91lrpu(<{A|XqPQjk%R#{#A(kE1>Kv8pY4I!~`-p~aG+?N;Lva?w^_@3CjaYV&7W znshHD1dsBjuR>gvmJfzEnKyKyGaV~So`r+bku^cZ*u|@DQ6Z?dg#gO`05W#}0IdjR zIj=3Q!!4rK92WD}sH0Utx*7Z%x-|yz9l6_(wH%+VFDgw9#_5}y*3(n02zin)Q;}KH zMYa1V&lI%#YjtY`@M^r!0$MuApW#5psWt@r$h$Gi#_OpXB8ZBO%NnYLX3#* zvWO*_N;p)B0ZJ|XQJzm~u-3}{jT_)sg)y~^)jTx`T(FQ7^DPuC1dahpx}W>AR&irZ z=&zF_NYt{t5>%I<&(sNN$09fo%9FrAJr~em=i9z{=C4N@NUQR;TUI>;#1%!3uf$Ab z1vKbSB$aplDEc8TO^RLvg?XFh&$wHxh;#+1Ql3iGl=nFQ08h1GbHA2wxbNeGwt5a9@qR{B z=aEt^$o~KjULEQ83Y@*jy%zrfyd?#+6OMp%>-6kv#Q6{A9Ene_8PV%FKgMyY?+^Y) zYbJx!Q5KZj^z;T>N%R#nyz}l2U~+$va_0X4JdE_1yayi|)KJo`0Mvx+`4*6(0)p8< z9l8Nnv-7$8JDdLieU??B9m+-*F}@r5jP|N{2uD{V8$slAre2--{MMqC{N> za`Mw1rjVq)z*5i(jynCj_n=(4WtHsdyiwZ?F{JG_)NxBw%grSn zGL*7*l|^WQdAzj+$2_|PHw(Zvg*eJ^Mh_%@y=k~PGnd&f4Xv?C{e6oe)Hd~nhD&%) zn96Vvk8V1Ow+xe)rY&Mo7k`UEan-W4DGf2`LRRPI&02pdNv0Bl_e7;dirghU+{9on zC`ynw{XwW%rxjKT#}@X5$;>@1)p?Q9fS*c~8wDfkYThnJNN=+PCkq7q#2D-ta}c=m zVMTSe$Verjg@3JGk3W%x_Jr7}_?|XhbwCTRf_f`eN7?djTHoAHn#Ul2`sTH`-^=+N zKm5IJ?HXBCwSf=F-(`xkYh@SUXBwPSqs+M{4xZoMgMf+C04QWJYce@%A6IYWtJ|mgKmlCyq}hviUwY7H!2E+Sd3nJW+8aDDy(l zk=*|Py?NeOhH%-pgPjSjF}+&;4Z;$ea|vHu^sMjjrw2v&=Zui8ak?<4vf7ZazNB`m zm~ct^E9A`@0vU*X!5`2FRt83ELmwVXWgMKE(0b8hcjnUCa;BV0N>r2SSSR1LJz`DU zDdglzN{5?fm|mWm(~mT>yeN)8H%w#t)rBOAGusWyp7U{(+lU3}B}r^!rU@CT`2g!c z*_t+6vWi)ZC!ZQ)^S}-O5K%gHzu`bfEE@ z9z^t8Aj~YnY$dYcJh%wt{{ZHq$w%|BZ#L_SL|N*1FbdETtmQq2`Byb$F#HW?ey}_8 zw+R_@XxsqYkdxCj$$rjpEV~DYFm5CGdO}j8hR)&$$o~LJi>IJmYeM&pJ`>wD^`XX8 zBbiH1;IyL{0DJzF=;de$L$WZ%?hc{wn^USPlk)U@DXKb=Fk`qdfZ>dR1{WLi+}2Ez@g%kvv`YQb8ir8r3& zwx^*KNdgmxChqiN?3O&H(n0$5sA!*~`%pU6t6I|@FU;h6)3=<_DFXIppAmd7jN070 zTb%i6=~!583nZXt?@x@iuv}7Mp9*|fpKOxlrtRjsSpg?GR!>jTqH6YXrpqGfcWUb) z4lSn=%FaTu$M03!9FSdcp*F)SW=3#2b4{5~m6=xm*!dT4|3@LT&cnZnvcQ$V!k80~}Kk8W0`2AzF?xwmO7_ zxH3WM^fl6pYR-fFjmP0N!Rh*Ow%v3&wE%8O&1U3O%>}e9c%=b?m8h*i=bkyL*#^YU zdX^&%I^vLWplBk4VuPnEAX8(q8Y4S|_acn|(G-!K=dBw7nzF_4vdzGu`BNQAkZ`FR z4%7kc0NeinIjt3m8M4f2e+_&nuxRF3b|db-TOZ!21myj3)~w@-iYv};MXM=H&9$q` z+U`(62{`HAo|vkleVSNt5rcUIFbM>Y(xefK%xotF=Z>OfCs%Tx)~K^ zJK~PKVl)?{GVt|+4>eyVSixH?SWxpE>DT-t{VT@# zpXCdNx?=Wv&lBK3%6+nWJKH=wwc5~_I(h;iv5dGFNGeeW`IVfU{=KW`Jn!T@j!SPO ztojcJ#BsQb@s7qTR-W_RTMsl)gdM9peOTk(uyS(bzdN>WtZ|HVGBuzWjH1JB`O9+( z!2bZ4{*|3Ren~L#&Iwr7#)pXx-X*FsN0P0l9eNC!M6%>-vlISbY4kx$CZCk7OJ!*a zBqs_-=03!GRbP^BRFE8;_|oel$F^t-Y^ZH6{^FR6A>gN;ZvZ7p2e9N1e|*=u@O~#3 zCMoiN7{9Z|^ZeFK5^IjFucO7^!dpSV!$p!>q+6x7pd4*Plyv7K@BWp!%l-M!)Qt5q;L<@pYp1I;>Hg~-VR%oN}l7Z8;$c3%9=?@KbYVtBe43_ zygWB8qSKy^374nuu88b|5yg;qEBTM_M)BptwnECtxA)$(Mh&#-aFMmu1B~OoY217t zGq!WfNLjP$2@fevx92GeSq`ioI`*v${8-~w!o!#3l@Sf zB1`Ny2;^N@A6R%jrnT$>#qtvZK}K4X%0P7|w>?kT*3XFkRm$<1S6N(tOu_P>$9SCh zKGEOo$UY?acYE;G`fXQ8%5oc{bV)%3A=Hm=uhPEN;ylM6%wYL&z5S!({%6AG@madb zem_iKV${Tl#crLaIQ+lqT3y|l3P;sx#3Kr5l;@(7dQ?j#`wdEoux%H=F)c@RPHqH* zoDyjg$BJ&~wU3iH`e&&EPYk-Xw(5T}0&&~#LGVT!NSShFEmXoOLc4kwWmle zr~q~WoPBx4c8FkE5FVB0#d+1Ia>J5V6O-43kEd_eiZ4`jlOx_N^IEvB6gN~893f-N z%G98E2|w*erig5aNqcLh3&13Miho;(uIV#S+O;*l{{Uo;{ADaB z%LQcvHCj-i>RK8tlcTcRZLpH)P~}A96sD*(=wXh-(bMxjVJTSjiso=5R<|Biv1ydF zDGNyoNj>S<-3yX2H;oo;J7t!m1u08~WT{FV6ZEYda&1vpB_U(Oi-fte6C6x!uvO_& zcp{@DXb3%*os-i$FaQGI_|N0iUe47Mp3b2~DL9H_!kF zPkPx#D?v-7_|M1rb{19VC?g|)nwzo^!xqrmpf?^fyGlUZukmqAS_PtWmiZ-FWyGND z+A;6%QrQU*n`ZlOaZfuWJc2Tz?Mv8cAsb%n@obK;m3qj=H*$W}TP{whw}&5MmbSe! zSYOjRPUOLDc+Zwr2`7_|`2DNOd5t(gYVEJ4xZKXK7KbV$&=aZ_*|yi$Boh#4X;VegK&OBueWnrfr#5Ilr@YD;9%hW z39Q&-<8*S9{EfAnlMIPPejj8ga6pQOrlARCSOZ}79>Y22vU6zGhD&u3^3!_L)}~;{ zn-SRwTfvu}X&;w%a6Y^Y)vgZ{24=g)%${@PeqAM6Es0tJ-z`zsZi4TU>p+DoJx@I= z(&zp#^F}`mT^>6ZpPnmOCA%2xo*ev>Ek%;kWg~X=Byw}owzyxzI;GwwZ!`HH%O@zX z%xxUhRG5oNb&`53q3d3=iTrmS2=uKOxxBoxwL91rWw2?2x1hEIMY5D24iHaTuam?s z44cR3ba{W~B&1QkDO{dqD2~`EXoDeK^;kg0YZE^jQj={P+({)GGM={7QqZLprDaT= zt%1Pv6}vywiqDn>8SL~pUZ}6__B84_=|j%p4X6#O>V4|WXYj}IEYFcjiL)&cErCv{ z(uV>_Z9|QRBxm-ZmC02KT&wgd-{m;ebvB7hc`kYuqJEuf_ZJTCf|h$hEdy`5BF`!L zQ3}%fwzf||YQL7vjZGxY4v{eQ}aTo(3)N0n}cc^(5_rOr%0;ZC^ZX3L}1!isQGKcF;+#+uO8 z$dA~t^@4qhWVF9&aaUm#JF*mdWLNKWEXk^ca1xv6OHUXGfH$#b;p_TrW7RlFecv-QnwV3o$1ot`~d;qdq3Jga@x zyEVdkQo%b%n7yM1-j&FLO3uYMX3VzUTX8KIaikNBhYI}!eLEVygDuOy>2o z6Zp-eU|O$gz1d|)c_q@P8wth_wP<2#qO{UmEKdh@mA(5?A)+{qAeIgN#JhCHBpum&|$q%bew{S?fw!@4o6A^jw9UWeC#J7B`XUfsU7K& zR0Nrqd}Fpa5dFFPlR-q1khC0u_pA6_6*3}-)9#yH5&1jd&>9srXX7*9RaEUE3l^MH88YZ%P$B_Rzd^)-~XaDtxo zDV#UhpIB+8@^>i!^y@~p3l1&9(|iHf_M2aVl^d_L7uAHF^OEwndhg4i-LFc8oHjGXdG&lU6j zPDjbf+J28tu}2mq744n%*NF|@WwCH(D&1x|1g9H((~n0}ob}?dx!jJ^>XwaP9l}sw z>_t|ql`3=Lt&F^-Z+y6dl{R|d9^;Y4VP(a>%=H+tr4)j{^>d3VM8MOfDFbrw6oc5N zlPq1=IpUm8CFH+^LF049CYm$`nbg)DSphSw z^3w1>nE?8dezo==59PRCV+zT~Y5xGD=Dhy^AIS099z5!avRX??B!hr|YSYP$B9d%T z)r_a!Bj6j1Tg!H=h!}N2BB9X&HZ5 zM|8?lO)RJfi-$eVc*SJp;&yjN)(%%uRz%d<-f_a_*HlV|)4(ULD!b!4^gZ%y0e96A z-DJ4zpj3cP3cu&QJ{&2@riMo^UqaoEL~TiWYCN|}nrXmPQmkZu!B=zPmm3R`(99VY zT$E|89i|{iTA^Fvxg|LYZCs}bz$6r(Z+iL1Kak}*J&pvi!8fAOg{SQ?32HRthY&Zb zAYm#U5|Qs%?wivY^5ko1AsWFh;M!*`fQDYcIY;J5>y>l{tNb%=+R(?zj2Be)Sz2Ps ze}PDw5j6FUvy&)+~Cz{si4aVQrPIEahye%(S(q2XEBZ znesd(jp^z7H~2i>%HO}VVXuzg36$J;ULsp!g}oU7F%qe2g)P0yyhEOGmlrd-BQuasNN zDJw`&C@VQh`g4$ezVzthpeH?Ox9oltX)7F|Et^XP^nwuRMic=##%by?MM-3Aca07s zNddMHl!1%^(we3E6V;LgW|Vd<2~tXNf;cp3g5z66M{RJ?Au?NKDRo|x$81!(1*byY z-@~0bIq#Wr+|YGS6$R`E8S7Bv32mU%q>zuQJPu{mKX8dCdCM4A;f=*094Ggs&jemHwCEAM2y`=pm2SJyldRPyn9ma*o)Y^cwJnx9S1X5e5pi42nY zbe+iupH4efNn))QK19h=n~SYuuE(rgT9(ps31DEW*c{U17M&Amf%N{E{{W}ldfJOy zO}3RBEeZiiPx*>xR7zL5`=3g~o3i2% z2;;73qC<3MKZ$)6b#!ULYf(uR!+qzZk ziAp6Xx@YK*f!D_MMwyKkE2Zzl2~voFll~Xh^y%wAeIs7{0geLC$csWyQ&J7}v z#?fNC4T%=-EXXT)w2Wlu6*Xj7fva4dZjOehggD!W9D&l9w1M_x{{SDfwwAj2*DF=g zZA)mMF_e-4=i01cd)T~*P>0}_x3*a>inZM1B=0_2R4_?3V=Qe8#XXvXOfC%l?YktD zC~gTS8%0o>rdzR%yCjl?m{NZXALTjC3R^p|%I>G3!dlr%OoaA5=)rc(&EmGLVdr1A zYCAzfmPl>TnzxD2jGv=CKWB9p0;a(Xm3j%Qot05tt=cU;Ei!GXkkhIQLx})w>IGDq z*U??iq0BD3R(dm3I47B$!i`0&I&_?qW=ZQ;b$@*>XD*FRSy4vZI{mnq62zl%Gn-&q{1i3>@mPXy^uT zBz4UZ2kRA)=9)fGQChRqbBxxKdome5@YA0r@)$TvY07c$MPvtT68GELT1Mj72`9dI zrYE3iJ1$U51ceN!XB1X(P5760ahrUz=5my)A7Mz!^jO5UWa#(bnYd1n`nMoHmdW-x z<3G~8SDTZQq&wYfvuZ9qlaP;b)E6W_ z9^<|%J>gPrOy1*4KS3Kq&fJ`GYgYx2B>o#@47^7hi9b=usD=oOP>hO};CzS)*tIrF9 z*>Oy0g(l@4NRAv@SV-Iy98oIwBRy+3E-Y_my$gpOFLJ{ z;X|cZ@m%g-iR7%<8&&jUd2b8G@|dNMEKN0{J|^^zuC=z-p;~P>1tgDG_imiyDL?OD zaPdFN`2I%{Ssz&+8uI@D#W`LxFa5RJ0L@|I#fd0=wA>ph+v(b_qZM;MKOfU6Vc_Ln z(U*Kr*9<K#97$L4wL9Cz0oY}(`aOp;xv z=(jYt!@iT!cea0v>G!T`Etel^LQ2!Lj-Z|fGEePT*}sx!?wr4``ZVF=a5z4mz_*VD z^h{l5&GSmaR5;*oaS2XRg>E?*91Md<$^5E$u}c)4ucG!34URHXN|~T^WEnRgtCKcB zm8vOeOC%*BI2?oiBaVWwJIf-It%t~raJ3gNv4=|Odu*2EGb~0++Z02Nj0Agqlxw_y z6XtF*YySXoe9mjfPCxw&mt8if7T7PaURoq%c_>y}aD$wXI#$Mi8I~|o$M$Ao@)5~5 z8EU@%!dC4$w%*!P5@S!a;M?VTSyAAWtamloxLKgBCx873&C83P+G+m%{{ZYiTb+9E zV_aD)R7YZZQLq%1eGh8%d`z;>$8nmbk2T5192}J>?J;8SZ<#F{W=3t7BY?Chqi|Pk zzQCW>y#D|{i<6P38lz{8o)~urX_@chM#$8k2emAxe5AGVSXS@=OS|~V?ZsODFXQKn zn;g*#%yVNdGsgC39|b-SFJ2+YkE(Ri8u>^`ZBDL2RIivgK#a7Tv16}`4XNcw%K)7YDA zp5E1`9SG!9vMBn|Jw5A_qFLN5t00a*qEZK~pGXTMBxF?f*&S&3;s^*n#-_-nN7XhI zuTp*MyEIBf3x%Q;z-*Bn3gHqo2eOnDO$5b;--p_H1nD~c<7HOIpi zp}A?RlTm_}TT(JNcJ~#XohDj@{*9E?!8aLE zGqo$huIfdJTGI7tlWlOkO4bLYuk#>#kEKr5j=D1!iuP76_BjqjxHlc(e?A6W{b~60 z_5`+!rvdwhkko0M7L}=|bCbw5qSBN~w@%Gz;l86*v1ysksivPwK_LppYJ}rVw;5Sy zi`Bvmb%^LodwBJ76-w){+p!MutsX?>CQ8*D^T|9DMxYCHP`)ne*fV7+G^s7hb8*<9 zJ5{W4bRu%GHqz{O83mS`Jat*`M$yzLWNM0UKj0(ZWOA-gdXgFXs~y!qmf4Qj zao6%X@DFOe=**#@6i7#q7mex5pbmzO0Y|MdC_{bQV}VHtIrV=^IOu@I+2y6N@g%a1$U*bNmJ5_-AUy;Q=EULc#kb4 zr$?*dzsE(f;rv@{jVXS)MhzldfKbpU9As|BKA5aVm)UEx?vYtst?3h)d8ZQZnIT*b z0#nZ?_o`BwdN+8}157*W2bOk>^*H|kGxVgYm*Q<=nvx(X)*O_XExc6j z?=_&5;O@slYEqO{eHZb{v=XzaWdcEMXbv1Gq>`|6-`cA3W2*fYl*=nlPE^#ig|p_R z2`E8VbP>*f=W6rZh*LUJOVQRWDAv~<#3HxkDB&wlq$50kuSyx@l+yhUSscE`t3|He z^7vFgONl!{Nh;mX0FIp1FY@zZmBvCj9dmzRn*2JAaE=vdp7XA$DN~43n@R!xQ=hLx z$7;O1w=rrGY{`}$G$naqL^&EF&2Nh59!L;az3uvuyS?wA)tO*qq_&5PmWj65t#Iv8 zHK(N}A_QG!c} zKH{`E-VZBkPBc}^<*?$qlVgph+YTE)!ydK-p@rquD4tdBD{~hf82^|ET*wBLtS0vKo%sKm!0D^8J5PUdAUy;fz=AMM71`E&Si*vn+PLG`=N#kf z?^1Em7z*4?b&$`b1!E_n=~9?9eJTM!gUP9FlM~@sB;@l`8CH&xJgA-t?N5spL`hpz zlAPx?J&0&Q*48-p2+jmFl&=J2Cp*5J)U{_O;$RPmn^Exo=DUEjMv)my+*;Y?xzBKV zW~%4Mt3`-Sl_!Qbn>MJ_F0mTW;7Zhd#BK!x^cd!o1dvjHuouM6iklK5AGX;PA|&T2 zaI2quf2CW6i<7f2hTV$zQ3^`Xt^pi_PWFWQW~A^zGH*8aUQDpmridgF$WMIMeqHFb z2S&otvW&QCw@*QF#?TYLZ%?%)A+3j8)6B_hWO?J9fC`Tl&J;qL1z+s0L$oW*LM5mS zZcl0oWT$A${v^S+OjEHXPE} z?nN^619nk9BY0$>>9|8A5;qQW#XlUV2}G?JGhs+nb&@t70Tjl*#V>ma$Pyp~%x!By zBXP$=K}oRN0~^Dy$R%XuT~tRjU379Cw37*vq&5i~yVXq6q*=ul*>zZ~(OZm_sQQX} zA9~8kD`t*0L74JBT$DCJ&(^BQvk-03(sEWPD3&hDbSRutQWnAPD1GxrkSyd!dO8IC zJJWZj-twGNipby-+N~)W?GA8cd1_S9Nd$mF??jmmA7ssptCLP8DnyS?@On|FV%iS9 zJ<^b-V>k+j<|B{VkJ%JfJ~P_ib4$y4U@1yLBqcrQGAoGeUd+F0w=pM3J>-&)m6D{X zJ^ADO>%w`MH9I|53FrX$yXo74{!K?>IP&xOYVEqQJE zBm6&lqnitYv|h!PdKg}?vvjmQ9Vuub3QC(+4nQDqef_IB&Bg51!=I>yGerEnpEe6* zc}FTFkV?Tg9Q{RD{{S)7NY%y2Uu3k{ZqVniegX~)saFl0jNozfG>LK{BwJbIB!ZUp zU9E371U9i9rDuNQyB*c~fr18D-6rF69L<$C_G53*Flz+piT)Fj0$4 zm`W)QdU}7$x|W@g(OM41Q1JSHoo407Z_vDrP~8e!5-d)`ZZDBF#P3td$n%>AlzVj< z{VSa)(kRcj%BJ0~*XS5+FFF0Q%u(~PmP&H0WPpFAS87XawH&dosARF}h?;^-SPi_S ztqtWM5wxB$yY>}hjm2D zY08m#;l~Ku8EsaHPqpXm^B2hpS4#DsFUESDy_kI7Vvpevyjzpd6d1U{TVvb~KYI2U z*F{YpcQ5AbKNaZG5FBB^uk@#?WqN3m5!8{^i6%$0gox;INm>9()6my4Pv*wtl#z@c zMR5n+#PCO6wFs1a;2dM6Nhd@rJo{9l8Sl*6ay_VlXC*tFbj?hNOz>UxXNnZIOFxwA zbHS#eWOtO4ka`*-0C#rMwp>V10B3{JjR7Mdd{DrJD#tDz)=RA+-0XK^RkWYK`P9lb zhU1sp0gD=R+G5%qL#?_%j~jQ%?wud6KaU|h)R(m8dTSQ;TJbS;Xr_T=BvnJkFjMbDz?foe7%#Kj*GTs5lPPF9gTSET;iO@b{PRK)NC22Xpp_la!7qc4a zms4-mw=FYr!cjC8GD@-Q9R+!BD~96ak?8nY7xfun=|AHZIj%eArTEJ&FTT;9F`l{i zuN2g~*{|6qinmnQu3AFir=x|TY~f)_#uxsTbG&7#4UE<3XVQKlH!3>W+rYiA=1z z+Fn3eEh#+|o;qXi`e4;un57-jVjQgkx8=EX2F~@hxb+nQ7Ba&m(NB=pSh&fSjk8{f z*3$HeC~d}YpCkdwNyd8Tn)UpCWb#EL%jV%n9P|&Fd4z=~Fm((pyScYP^pt^|bMH=g zdp)6vw6=1St0KpJ*%0M!X=FOtMgTjw0OO}4r7_E+&>tF_sRR+I!ors=@Eu>Mr67UZ zoYeP}*rkmnOVR2j)=kO9H3_#A4>==`-mY=@8Tk+KMSR(?;9r{<7}N4!P+aMoLWc=Y zdh~p61d_b0$j#;JSkSS2@a|;Gn{%U1-k9ntOGQ~fdb2+Xicd%wd3hyFYqr9+K|+6s z!&@sD^(b(E(yn3gSaJPqtCz^+$*US7zY)}>QC5-kNyckW9vH!Bp*)UHVH_d!hTTXb zp$g`lwd_+PuF{qq^PwoVNAmXlsH*(}-TNiRl%)-ijjj&4??#`{CvpdG-loX5b6P@F z2v6RkiS~I|$4Z(d9LoEiwFI9KqCo{FAY%^I<(8}rJtHAYt)4+ z2RP>jn+7T|XXp01Z79^T+6+FxLx<4vw}JLF=BOH?{{Z-Rg4$v?HY@63z(IEhg(vC_ zRFZZ&3X!fXA(?I=(1#pClZ9iUra=KQifyfhz*12ez(#hc_WRVe^a_(GzY}!x$wJ&i zVL*~e9Any*JZNlZUdj^nq@Qp(A(;y1g_1i)tjJTrOfWlOf!KJ9|Vs46Z@#00rnJaB?tII;Nl_g(Va>t-0FczxU zFWh1>^l3`-M+)Nv(ZV;T45y(+McqF9`tB~nZY?Gq=Nd>n!Pql?3+r} zwPAak=NSak;RMQ3)1yXceP#WLrxftO9P`d=nrIs>TO`(>j%2MxDp=%>)iHEK3fLtz z^E(=KB_|{|+@EtzObH;h;wzJ_Z#LovRFje0H7)4nqZxSXr6yUYo9(rtnJp}>Bp!zy zD?gKoPBhIv9$H{O5B?(%)2v#r5!rS2i4QVR0*XJI3eFEr)#Z6S1siP}{gl_T;#~g# z4g5y7wzbC*6!)Q*7T_SO+z@f?Su*2Vv1!f@%A-(tQ8!LL<;p2d#tAsw(F!RC>-M3P zC5>#ek3VCTk~W*3&|&AD3nYftg%lC=P#x;B-?GoiB!(#k zt^p&hCTbIXS|w*=m5)ixxkEGH-$aKq>P`mapQ!K8`PICBA0Bw!iJy~}DN{s=`U6q6 z@OV5M^3a!DTVxIh$TZjBqX^nM9%Hkh6OCS?x*k2tMGBD1Yg0OK5uXHTHIL=XJNlOnDZ@7S;+}Dq5Almhy9fPhKG?(n23R27F1nc?$@)t$jSC2TD|h z4xLXUj+K9p;~X{UOu4FF#c3WoURORvqDghR3rRv$>J+3C(>UyXxu-*kI49d@e7%;3 z-4m=eR;EfV%)?V@XCY3hK3V_-XM@giD#i~RJg;b}pPLLt@ual3nA#;=WU5lv*Nv$s z9N-SMzr^s^;khejCnL(vT8U=DjS>@ID8mUupmIAW_U~J8!wgEIjEUx!M{;L4R>_m! zb#o+bLU>3)KAI&K!E!{VV*daSTR^Ctxg?&dqEVn5u=_!ovBDp06p_GC%`sWtfm5uD zx9**4Qm_U~XFSxkeu%pXS}rDI30l$$&mP955n-m4k%Dk@Mu=?k^mMP)j31>Dfx zQApUTn>g~dV09HXN;$ZA>rmM~i0gSE<24A2IIYzsL(4sAh-~ER=L-twjOL91$f}v< zG&taOqDT{ykMDRkgW`kqniQWCM7YJ7O+9c&T&nM zFJ?#azW)FzQy;bYfev7n(&5S;NBfGI41#3=qTrxiUzp@lh3_S84&3%V$9ky!kCPZR zZR+6?%_!TSC(B9vClj6r9DbG2PWD2&(Ty)xRb2HF0iV5BZL!H{(3%%p=}SCRJv#mqxMOB}{itqd)ki@i}0gmszz&LR?q!b=p3(EvKQ1HSEtf-xqFk<%i=oSOc%}QPBkT7`BeUqmyEZ*&|{v#_PUs0O7#*b|>j%iTQ;NOq1CAgOE zGr|@C+|fAXV?XCk%Y~sa$!5;cy8ayNQxZ`inD5{=p604cLsQW0V!y?QDJojBr3PEYGhLbg=iCg~XWhz})gg)C(BrOuikiS>41-x)kBpJ})* z>uNv?ZCkJhanSMHR%FtRsd_c==d_a$Y@R6HtdrP}HcPNWYY9;U(%|TFKE2P@t53(m zakv@_Jb(2Uri}5==Ody!iVQTaH#X){=?BzEJ+X?y<#A^jQ$x~>m7%TqdKXjTTWVFk z?0))ZA>R?SdQuRp(@J?nsb~Wj zI0KK`t$dMaQ^7DT+r;f6+D`ci1t$SWAdYzZQRAny1I08ZYL63a#V+g!N-q>yP)Q6iVA$T62+MW5y3vpUaCuV5vF%_$G zXeIo-vI$a;Dj!c_S~1a|E$p4C?`gDKJmjdh>%<^)-1YjJ>3XxHvA0ekF5B4MlCXeD zJr5L7K+D)CR5|i#~33nQW5t+uM8- zjE~c$6g`5-kXsQit}u{GZjI^5;2JgTh7!8SavDUI$tg)2g%q?$u!K1&l)_vXJAgGS z)sbhXQV%3^QW3#Q9WkCLlCmy{&qzuEITamFvMQY_R^i5ZHPu8Wa9iVXQdAFmluKlJ zatUj2Aa&-ASf;^_O7hZ_1!s18RD)zju7Og)3gtaPsZ55+Pu+rmbf^%TpJZ7E<#&$M zZ#~rjkaB*NCs|r+t#Jz772h??wop`PiB@C(02Qy6i><{izcB;MQCvrquSqAcR(L;t zKD0w3+ACYGvyG%+8S{gMY^w!rI0{JnkMca`l;9ftilbBbqcTh9Qt6wCQwRS5s))16 z2fasIBeFtu(aQ#@U-3(7#CZVjai!<4)0!ovL_LifQ2e@*r*8$22Vyy;Nmy}}4RS9r zjBGi4QosZRpmR{7&|R0IGVF$=pn)mp2+lI1NA;pnBEWK6X(&)r1z?Z?G*v_c)Q>cf z+;+l~)83&nEQ%n>ePvFl9210|1rlI{;M)s@JNP58JYu@6k(S?S`BwwY?FZYjqUuJ6 z8$G>GDJv}?D09}0QXsIbk)2u+l8~H#gz;1ChilN`Za~^R-{tN*)KELIo+2SgKyBEp zKG7HF|Bq~pCM0Mgz4l;d~l9T;uZW4}~31o}=1iI!<;0`F#IqZtH zo^lNrR!6gebKA9b5J~a6>cgy-O7|(#kOAphJb2SH^6eCyRXGlGQU*Y5g&Zpx9mQ!n zlBQ91nXCLG_=b*_;YPVj45758me~h9j{g9uto*oZWr)nzdIwW3?37BCDFtC^QaJ}| zFcs79ilo<8IXxF{gw^cb8dP-34u*Ow!Zd5=yq5lAo;!wULY3Onb zj5^o9IQJD#G;FnwMnUmc!vSWOLlrtaxP=q$+%+AWZ!|rJ4jwxVjtw5I5&MXPkZN>?4_N zBBoA6QP)P>ZD`bxW7#LE$7L)e;QmyT)~!bzvTkUllRc_8{)K7=p0&lb!)+;0LR8|< zRi3#&T-Eq4ij3*ECS4k6i9xrIsEIGwzcj+N5zbtLwQSy2fu9BcUDhV zRySQ2=0JI~jt3_ce!(GWDJoPXg)eqE>-DaWqCUfpInQ3SWU>K#mlOd2j?{4$!IED} zQl+TpCxM#hqmw|@+!V99OBfxf0=gnSbZxfQ^4tjkbCZnGsIVM_YoCi2M%+|XO>Ilc zfk;tf+Xh=_%ue*EtEzqe)g+`yUbKYTzG%s9C@I{f?f?p!A?!!h zKM;C9PcrWNvrAICq%V+abctBoDg9INdu))*yKTMy05CQV-hVL1S{C*a#85sUd_mpy zG%)49MzN6z$(yNRWjF7UG+fpT=QoC(2j4Px?_=3{snPxw#$N zb8jtC-Qe#e@yGjDB0h!o?JsUB4k;kDF` zLrtMTII__1lh(KfIom=Lge7TlC#DS&RshKf)<)E=Ja@;vM5Aac4#rbX6sP;V4hZi{ zlq{6V$Ys)zjIAR*@k?<307Un*s#53~L0SO!6dxHXXH>r|dRtLg2c<)UC*&a9Z8m$N z2)kIKNC(n)v@<~A^uk#h^e0|?5b)0Km15H57Y{q5I#c~APXu4k*zzR4#EZYe`~`yL zk5#_k83>ZrNA4+djM<6ox)qcvPyb@lAN0k@sq%|5} zxkyy0Zk44i~< zYK!N=--$VzIoxVDU67QeSx`Me=qkQmJ?$ZppV5AJUGX^;n~_?jp_X2sy=6)X8x)b# z=niQQ7N}*`%?}^qPs8cNy56FVyN1F`smaOPp1$;{V@xQ>SJwV4XxR)bwR?=UtszMv z)bzmr0C7mkiG7TQO_aW&)|z(a(%OqXm(t+L!+_xRs+lm+Zyrl39ZLc;&JTQcr!Vp5>`z?y{Sp(Z?$+iMg~f4_vBI;+IqEa@#(vZi;$q75a^+=* z_6fD(6Rt4fExh~7P*z+#C9sj7+~@bHUOo`|1@h$8qs;w&#OPlq8rot=$=vD}!3P=R zq3zClQAdWOx)uIYo`~@E-Od{dg3vAmEReP1a*lEj)9qaNP?OpravXggSFLWc_a;_L zq!nk($3OU}Tqwcl=blXg<=-Se+BQ7zniGX6tFOISj~*$3Jg!5BgIBkp>qs(RbtIL9 zfTB-6{{Ya?=EkD5h>lHDKSA{7uVduG+jS~%0kr2hA9||BeHVv^`o*V|+-Dt0DaPdS z-@O!C^eZ6K;zfoYuG2ED<8n8$RGz>quUcbCs$$~$m4AYsA*u=;u+Eu@R<}fV8d<^4 zKp(iSO(jIhUd#r#rg!z(`MN}`0bY^E)ZRBJx92yue29$ zrZZ2D<-)-GjBXCN%C?*lgW8#T0X>)lOY1q-pB_~T^uIoakUgyTP0}ggm*2-klONx22+ZdG}VIGc~j6^ zB=(~rur=FITdfgR{JAMXR(67{6ZEGoAx)M2>%_Y(ViLKng)68l9DmMg9Z@NYw@({% z{3Ic5NlMVK=1PV>^$MS&Y5FK{8NMt&LeC{ONeDxvEhrnZR7OW1sHUc(f{r%*nKFNl zmzbA#Zmis0bIoL<8?&_JWaH{eziQMqV{ z6Rtiv_=k9n@{iw^%x8Z(8diAv8tVtD7H8Zf-4;vAebtS=r`0Fv8(g)6MZVl2G zg!S4m6OY=W$g&dPFt5mjllik;M##=XZ;((q9MqjecVnP%lyhBYQ36s>jGeftB7sRl zmibofCWPu6EU<#WQj?#ry-gj|V`@7|PSAP!)P#L;2?@eSKYHh*fzr?vHmN;+v`f*# z-Nic;eIp$O41uG?r3zF1IO$N4!@aH=NZLuyy%IqUmgvcC2QHo62{cqdb^~ih6T1e8 z5sD7r5$53Y&T&$ZFJmpdr0|4<{e9_)0K@QiBzIOY2Q}WoVc5x50p6^8b*S`p(g`rP zQIsQcanqWLI{v~5c23lV60D4S3W`S_&{kGZ+LVF-B!Sk2q)OT8WoqSX#!fjMC>pc9 v96YB9J041oIPX!_1=`W$65GxaKDfnmf}@i>>~yHCB_lb=1Dwz(Aguq{G7ULP diff --git a/tinygrad/docs/showcase/yolo_by_tinygrad.jpg b/tinygrad/docs/showcase/yolo_by_tinygrad.jpg deleted file mode 100644 index 85785ddba5841b1fc5d3e57af8f13f5ef4eb5d7a..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 133874 zcmbTdXH*kk*gYCWdJ~Y|l&Tbw-a!E=A|kzmh}2L71OkNKq((rBw21UBz4sCj0qMOY zkxn3?ga`rt{N8u1d%xTd_ueyWo;9=PWM=Om4N+U*eqIT^)& zC;#2#e}8(Hkbr=YjF^b{f4cmCGB-T{8j`#3?!F_q!v(lYbBBQD&dmUT^A;!J|G>Ki z`@ikZU4narM8vl+$ZtC|-oJ%UKyVA1@D}lH@1Wc3fO|BAw2wqz5Yg$`5_5Sz5DQDr zC*fA9?WNbBMDvKh_X;N^V_;-rX5r=IfBZy1LQ+avMpjN$?WMYgrq(M1LnC7oQ!{hB z5B3g@PR=ggpL~4%K>h&{kx|hxpJU@vQop99XJmfM`cY6=R9sS8R$f=%(Ad=6(%RP7 zKQK518y@*JH9a#sH@~pB1Vq*BY7DnYm$tCM*_}^ z`H$NFF#CT;Ed2i$v;T|O|IKR&KtXWlcJK&j0LlRT$&cKh0a-?gTD@c5T2_D^5(19K z-Ss++_%lvIuzll9!^C54AzJmS$8gYiaN|}V?E^N^2(?0T#Y?`D2V(wE zzw@Npgll2Tmdxgu91{or+6#%S?lAXvwHV{pjndc6QoGpCv&Rf?7fvi7X{O0z0blbZ z(3{s0iqS>zomA8p=1(ZzzawAD$UY3o8Vv#a@mgpMSQ{gUol<_VYQ_96LVf1bn1C`L zsg&$07bKhHd9PB7WD%TP^O|}et3-)W2pAg=ubxW=W|ghYMfKW$PN1w!n#kdNg^zX@ zE&H`rqAa}F>=uO7#M}DAgIM1rT`AW&yt}*sfYM7U?UF20dr`ZV>yT^KrI5awh88ro zyVy+eFhc<3jO-@dZqry4Zjt$CpP1=x$+BN55fUGu)arW!AmO#JQX)xcHc#8PXHgca zHD&|n%1&4V2f?0j-8dHFp(=62_GcwFv%O&E=x15@XO_$l1HTbj`v5*N6G>Ac+I~*G z{qRen$hk||shbomSOVHc;-_#~7ssdm8GXXA_dQ(BZ$qXD0m*yvCgnJh0h{`<=Kjns zo_!^m8Hv$E6SX*}zo5{@>1C?nqlr7Ic67^b-XWyH_Y(~e(ccjAl>FM5q1X!E2|Two zTNjtSCU1)Y=b~xO0p~OQH(oEnbZ%$CQq^{7X7R zslx8A#7R(1?VJfnWLJ>!{YUFY=D3gz)t zugU1Pn}`Zn?>UO0acOgCbq{xwW3711qBu$c|19t(pwc5Dq!DEv{0NhmT?leH(eVr4 zJ8*WhEn1X#xr!7MWMupM^SS@^P9^4R4zR(sNI!20sx@)>5*K($CPKPqYQwtd>TX{* zBWypqD>f#@6`RVbp!1;e(o3qm{4Y{+YkEfyuRWKJ)Ksg>lkG_Si_)LklF8LLx5^|` zJh2u;N0{KEknDl_?K6^JJ`Lq4r9J=)_woO#i&*DzoA~%Lhz33p6HJV*iEwRPeLscR zHp@eWGK#yClU2_oP*Arl*X|};(k4a;RY4(Bwy$2}ceLqUDREuO4itre&CawZsKFCUss99Rs zG3gWc_D%kM@pVx&-EGK7!HZ<~5V)`C(sKjolgoQNm7fWe`XhWc_M=&v#5SEfd1s;p z;&Wa@Cz|VQ65-nr@U(71~(W|0OrF1?cv=A_b;02GIW9EgHnq^hsoiO z2#5t6?j(t6NoFXck`c=6yQJvmA?YoP2*O5aOi@E)fA;Sv6X86uI}_|K%y_+GP)r}A z^+Sx}z*2QXvtCtVRG|_$mdEvPlg27Bw;$Uaam;Bh9|GCi#Wmw2=*DT>t#Lh-w8!55 zHyWNZ+5%mz)oBOGj@icknsv#Wtuotu+ds2ii|y|9VA<^^Z}gzYX(N2wCCtCpJA3JP z2l2f|ARgx502bdOJwj|;vaKCD|y4&zkMr}p+7Q52)tSeHBXN$8T&#=owQ4F1#d8UCG7FmrdJV$4PV~N zXZyo0hS!_=UhH@_wLoLn?cdth0i$H8I(SjhTh5Z zm;9xSqATG`a=qr#A`#z9$4>4io`3o|+^6P^56ooXPw?2a^e$45IJa7aeJ(lR@#bU; z7IX=|H;=+g!&i-}I;0(oS9dNFv^XF2cX%m8{Mocn`d7n)#%A0;6)b%NXgH7ea1*I% z$bL}_;?!y3#Gu%#-#fj!xpfKt>A}_8*HP`0!p)dx-SveWq9A;<;%YU*`+={6%EY0 zJW=a$nwg857LUjh1A3)bKm%Z39vj9nbX{lKN0k1+x0zvmnd-yh_Hgp|M7#Y)yVs!| zSJPwi2DtWWT*yXO*(JZJ3r*2Pj6z76b5i;B`=W2QA7d0gF!(hB2(6z_Aq6twRH2 zk6lamHg6t>qJ9Z4@&xA$t$nQ+GAN#2!5Xp)(Iqr1G7g0>J4|;-I?@8whlZwRi{s{c zy-t3`y%v2qq41?-;c`AQcnaFkJ)}&qf-@O}QXl-C+=$~uJw|lBj_?;4PE|)HwTt57 z`f*1a5Xkj|comFp(!mmWkP7yCY8*Smp!Ge;YVQ28a*Sw8@3xFmnvFU-FAeEI4FguX zFg9zsZfO?!KU;gJ(ERXB7C#2Q0n9w!C~u3sobcW(hZj%>ahy40>@0BmXs=P^d4D_c zbmMUKsw8jXvnDc?%3lTDR--%L1LpP6C)ja}QX)E-Ge*?Z`FJnj10&=71-6xn`ztpp zNlg4a*X+40%JS&I8!3vO=wsQAaj)X;%sP6z&fZW?HUwc(h2=BhE8->_ggKEnfX`>p zn8^|0&y8k|GiQ{zB#RHfD~Z|eKi9*VJb)WlD@|H=#qc%HazK4BA{!b5(0eXFL0F5? zn$K-{6?f!{Q@nvr$xtzIX4L(MPuS~#Raf8ejwLuJTnsEACX#QayRH}rOJ8tLk=Kv# z=k9nBy&=znCd_^{308FDi=Z<%hjH9Tt@HrYk<_AAt_ro{8k;0U^O7;5D-H#?`HN=e=*ymHoV$-En)*bro2p_^YS#pmFs64@gTqzXKm7FpE z0TM$Fmx{eq*tMp{efx1$GiV(A$e&}5**BAE@kVS;@eU z1>0AA1oh(tb-${5&OV=w`J2T0L}J)S+Gp)oLHC&#s6^RZ3ZUnPCeDn}?!iw$G1oLT zlq>ONtHBmgZWV+*+rK>Cc5F{`b=1Q`&^dSkj8*lw8l1qz6tH4m)zi;aO(>y+qGaa| z3^%XfNb+iU+q|9L=W#Wd+wo~lK5+B_o%;BfQKFsA6t%^?f`=7i+qLHDKtZ6kJT=vX z0L;z#vW0qe*p()1xvW%@-4r)(jNVH6lis*x-=gp+Tv}*>b9JRB@O`H^!lrMXz{#3( z-hLkJLDAL(t=c_t@=cHLl%!NLRdP-XgBxYD?=J$=6DQoY7vDXwF@VgTwU_4G)Wh-F zAB^me8Z&PITmo))wJjpA7gKcC+rF5zu!SV@<{m=J7u2yIOJiJX^JICMo?K~Fw7rRO zbaPZFwGz=kc`whmW4!VsIr$37&wN@VswEB!P#=JLU|2=4?#We>$vO9Z6VfNxAg{vD zU$?dVv3D*uO8)*B7R(-hmmmzc)u{_-JopV|ITg7Nx&ge!6jdh|?Z|lvr>y*buxdlx zZ+8_rY!%tN#i)##<|JRfyr|{5tgZ3C`X_?7ya4Ie~31P24KWnE|YB!R_x0z z^w1Clf25KShz75LzL3s%6)2gs_)V%IG>J&jGt8PFEe&6bhf^mgJ;LcweGl85BOFW5 z^}nq5py>aUEEqDXo4vK8C|GwDzlA=EIfc@I`1|DMmrtu$E|~J$%m^yJe0v}1TkVMS zuE9&J#UKN_nHClookoO@RYl24KS!phd$%+xdGyoUEM;0grA;$?>d264BcGd`lHeX- zg5rc<9zAewW?_szus%fgWBPeqBjgvCDX6>I1-ERLb>WVKxxkIKRp%~-EO_eB7Z-D@ zuYiWn^#evPRtgu7VHxH`c~Ba5E|zc_E+#m z3sQJ{GzwMiwkD+D^`v+B^d1e=Wf()8v{l>GJoV+UMUzbXV?nqtO{lzA5b(?!nSrM} zf_uOq(JY4*ML266!GXB*6Q?7gP+h`hgid153H>5y_q^iR(Hw2KB#g~#YxFo~j&yusp!X_F6_i z!%}e7gEhXXs=kK#6kSImub-z&g#kXr%gz^SCMh8vbygiI^i7TN;WvPGkDNevdwfOB zRjvYi8E69W28y1t_!`Zw#cS*R@Socp(~^lDYO~;4C4Xh?WzHZrqilCdw{+d#tA!ww zdwFv+t~9|roXT@QYpVe`q9ka!N4LM^Gn)hneAe(Yeg2!hh;VoAUGI;a^6=v4TIP$^YCPwK2ShCB%Lw+NX-=rnbFbOwW2CfA@QvJrf zd~H@9IV3y6G+Z^hPK*cPP6{k`mm1zLYoNb+j`PgjN%RzIN!j+i{QdpT!R_K{gdxWU zVw$3WMXMl(scVn~_vT>|7iIku5f<6QI=TeEzkb#0nz%`f9SmB>50O;naK;|5IR^|T zWfzXoR}cE6nT~OYk3Q}3-c1rDn??Mf@pXVjcQB$=vHx&I1t39vTw+ia4F1A}_7{_s zMF)+{$jgyY@iI!3bv`B#an$EQ89Z$O=0(4O6m!y@?;T3ZojD4JFJzaXd2-+|4Qw`gCuJ}MesMt3ribn7z?Mk$K6Y z4UeTj?DwnOE>@g8JTIOd68mY@|bnve)R)25464wu^!X4TxL;0E<$x!oczN?=d-j`}P@BWb5?xB#_el46gUolTt zlF8$PrXgqH2<<$A6@^!CWPe?lG^-@ayj0B}-+Rf?5BG@e;=IZ`^LP+EAM&7s|7n@< zY@bu|+7ft#4MLh(=!jcU8!pm#aa!|L!5$N0hFeE;0^g!x{T7sWDMPM#J#{>vp4huj zbIbD+u+GY!OHM)}ptK!U8x|tu__w%0H|fZ07Ld==21S86v}Crf_zj@q#SK8%-BH%T z6<rc!;>DX07zt&+|=}lHOHsY~UQqM~559*`KRz&q6t@bK@)t}_UtxV9S&!5)Q!jTA>shixNNlgVGvoV1?g8EFD?0%x$@cRRF1!ZG<0 z@&3X;Q=ER?0IHKiZDFnykfEjmWA@+wz9vjEq``IGjGE4Xwd?{uVbc+l!Z8!~_3zf_ zpch>4psWMo>x_FB-3d<}Xa3U07W)%S@V~Unab(K_Ry15?cc^8#N;3vD=v!HtYloDn z)w^9PaOttAudjKTO1q20=ySc%7}OE!lLyrb?_q&Z5(8JuTSM9&=sUrRrRhV$5E5&5Z z(ktKb1gXqdW;Fw~TryQJ&8NTD*ce)FU$uT#PlJ_2FgwXps~O^}^w>z5)V zebVD~ju-q}p1a{BZ4TSdiOj4bu~MiScGkVrtRC3&dJA@ z-2U`#Xwd$vpPu=A&9&}%G0V`#-_q+p&kq)TF4@6^fA}z;JV9B4M-Ol%dOGP##uY-3 zQs^PM$CdAfgKZNxu+{QdqTAWa9R$Pv#L#aiUd!*~J#J_SH%UtTlbE=WIBS;a(~0}L*0Ra=e}p|{(vN-{i&I6VsFW79KcwgEg)D7j zzfX3Ft>SEkf}c!P;$>YXHG)x&sf0PEW}?xoY^i^?tH2X;veO1q1IVJtBE~-#+*pgN zEWFjF*zVe+MznIY1nH0YQ;f@KxitZA;@4OGBPTz_Is8(jt`NY@8vss7ci@U!_bLn) zg;%b!&|#=TYLh?Fi6GJ(2rTlkvFbA8{Crk*16cOP#?;{=3M|cW%CL*H;$$}(Mpth@ z+HBX}$%#EcS=A!?&|nMGxYcqZW}>K+>8vt^ z#6;UkJAGcdpUG@-{|)%JF}1^ieO2jg7_<+6UnT zjSg6o;H)sjy&R&Ala2N`E20=bJI_z|7#V(M2y*jj9Qi@5)d{_n8G?zyI)A`?Z6$Fj z!^;zLR=UEuJzke@%=#jFxWCs7V*LFYV82|9YX@TsjHbL|R2y|aH#5+x>%iXw%zo3l z$2~I%#qEh3DVS&2&~&lzB^HnQd0->IaI1KJ<5oyGB@0rd^f$a#oav(9Z(35bChVB~ zgwjKJO^r6R4a?k19$)J=KNTd0(mUBUT3lv!!GMp#ZFrC0Yp|wr*Isj0J$|p4+5izt zbV*!#9TM6R=!_0O=|kF}Pe@RbKv~Im-yTM0cpY$;4Kr6;T$68Z=tf=3PJtOOt-w6f z)@w(X9&gb{@jp`7Ydly5)|N(}90WVO)%+J>hx6YIO49!DqGtIkU$^A|`In-d2uhF~R^>4)=_MHj`n z)DFylKg|+FFvB({iTPSSHpc2baHzy^J)%se45ww05MNo)g1hnS)=v*WLML1Qs22C>z-3aCcnifO-XP0M-JO215a7+qZuCwpvpy z^pa~be@@89jA}Id;7cO2e#>L;DA{fLc;p0g;(H4>wT3VM^pxIK&uQGFjM*L6sPdQe z6v;d-xBK|D&P+w`O%VC@-9M)eP2IB{p0++%3&AJ%7)MD5=7Ejr%j~OPH5X5jY$jHS zRg(b@Q8aRoVX1T9@g9Bl|IdKh9YrD_t=4#BSxBGF4S-Y;wj{)-oy+pO<@izV$Ka2E;r9gzXVsbpxv$k6 zmG)1Rd~?5*f@N==&bR1$ZLqM$RVhW?A?|}zi{ZRaZEj5#;?E`yuU&nP2K~1OJR+5( zTP7ve*+C_Pb*p1!!rjS_7KZ6P)2)B4LIP0N{CgMku@bFa4{_NR7VI`}>*W&r!fEBF z^mvYuiFL2J4DIi6c;}p02l`=7hO8e%nBvNiv6YhC2vNfPsmynf$6uuQyyyd=C6Z@M zr7sOPHTNU54)i17u4_W*q^NaXgUf7s%4TGZN~@O%>&`RF$%Q;f2uB8gg7e zTKUy1UQ>yfKf0u|5hHr(TjpJ2k(RBI^|nWJe@pF|VJOiZVuktm;BjS+Mrai6ij(g= z%03AGjkk4@t33#Ayh&s$(?je{T@0K#wOQI8Fi&r+0__jTZ63x{sKOoUqqRT1&3M?P z0{?o_&Ljy};AMJmG?xG$91^JdmVwrV-}B=nS1|swV%3YNA+=`ZYV%y;p&DlJy+_MP zQZt`8;FyJ3$32nm$ALLFMgutkxOCpySz!ykNl8leQ=#P5!Ta$J>dz7->HwVsYSUra{mIY98(pqfFOff!6M0p^iYx zL6&q58xXz%SniLBJhHtZ&%_@CK6;P2eSKv;S0(F4AM!1a!@J*byZ8fM3YUw}rP`bG z+R11}TP`ligacP-^~L^ZaHFL;I~EjG3CtOF5tPbW4H%uMnKJ(9vz|J>v8x*V3gZyhW-4~k+Ipk2cApwD84Jox zjt;0s_@6%r9=)vvN{B2$5JxdxETC!q)@dOH$%56@wah|5=Dq#LddU;(Jsf8{H-IMk zsP(>ejvIijGdA6GVL!l2u`64+$E;z8k?gZc>pSrVK(GsZ5MH37rDD>~_P*6eV}u;p zO}~WKnrY1bR`XudwJKlqIZkKKf_l36nfQ9vVHYROrKWSS-Mn$Y}{Hu9YCG&V%%O!a*A;Cb4TX(40c%7tSM1oRx@Z+8+DD{og^@LjXwbBf0^?it#U-}u$ zyQc~Zn2QJAP6Scs*nm8U50An6gbc&<$RlEsSEqNp6LJjBx}#`8(r;R3!5V(vrR=ZH zn5$kxTj~=v1YtGR{$+-fgO7O+8CAzD{38@OY$9b#UqaEy${Mftsn!^1a;qW1qOcjK941QF<7qaA( z6@q`wvIWzGY->)t!++-ay34@ME3~mM(Bv-4RM4Sdu{N@{ek~vN(+HYT@$wWpWl&fG z1zI$#^ES;-4f35HXle^i-Lls8@nrKgkN_pum2U}A7073Xv|BfVUmGc@P7S?(P{0Dr z-_AN4K-UIp``ab6X+0R>9Q|{by5#k>d+k#p*se>a z>f;TbdUWg|Vr=vhaJZ?`y4|%@<6Hwa=*IaJF6^zbT#w6HHqSfkGQ~1ksy`5jnEn6| zNWzV|=%59V0|AM7Py~eW$G&-2nWuCd*Gx5oOxJ)y=V!|ehV_$R$yN;OtI5WR_yD3X zjP6j=ADsKp`N!7g91<4p&jnUJ8@0==kQX`cOxTdoRR++k-+NzKk|*$-Q}1vPc>5LO zP}|GSzZV`6$SJ%+oUatrjV{IUi0ZA7@qMjt^A83}c0GFoVCtf9 zsny!>y`<0|{1~At4vzX8Y!>t9BXG8h3UBkJ>)HW< z3dy<-i2X|$MqAd8B?(C4oJ(VxVQ0ysiZj{G-`_5ZkTno%TC_*+mADlymQ7A4>AP@2 z_><=%faK745R&-b2jB7wKZww&6{{&@^G}$EEst;QQU!qYSKR@3&95HJQWr5sV+fL9 zEfLL5Fc1*wQL?k7Se2WWtTWuF{B`)>-T^gV>jVw>CFa|uCdTozJAZ_pns(?^@&ITt z;nVU`8xZa(HZb&~^lJ7)N784lPO}SY3>~aFSPDJ0-%Wj}e~g&I!uj*oUVk=UCdl!1 zC7b}yZ%YqOM3P-}-T(%x_|@B?8gr5~Qkiqu%~9=-_Q}!2ZC`>&scv?uph8Fi8*uL;og1KR^u{pE} z1~gd}N%!)S&X}mJu@fwiOAGP;bGkGAbxFHyLz(0T;0UBY+xv7gFcfE?02CS-)=RxJ;9c3;_vTYWOjfQ-hEU3!Kl@hzh&ev3nn_m%Rmut zr>fjgZq?NVEi)?p+`q`Inot$qPhh|9)5h)tk_ziC{^ z|LQzW_~&2(2e?O`KwNg?YR80L-PQ~VanH=mE%w^(HZ&W2Z)-?5UgpF8&B0ELh2b&A z4b)*$a()Akl~_RWZ<>{O{PC?1dp>2C{MP->6QVSG1Vlr7^H?#5*&Eq9UQ1Yb)`KiY z=A<>>gy6qlg5PEGBqx;=`6?52QQ+n0l${m5`wkRCJQh@iSw|d2pH*qVY=|5DZvV=@HLTXZ(>Ja7 zlMPu-#olmfJlD0Xmws&$<7`9iWAgx)$4Tmpos7vQ5`EZL_E?Jt%O2AukaJqASGpE+ z=Q~bZy9tdCkd8V{1CAa^>w>r<0=3&&u{8MCAJ-Nn)=5DDB80eKLqpfHTS;pU(oF_W z*6W1C)ikP!sOLH-w6AjTZkKY-!8Eu=q~L;UWp&5%6bti}*WJ$Pw-NDgIJMGSiU*ip znB;B2g}_1mB&s{)IG%JHC8VE1<3~x%Q3|<>q?l0GN);N6Q=ELU`%D0f|*&mSSA; zX%Jsg{S*Sq^QsV0@aheN6$Lq8YFz(XN7sPu-mQ_~N4Ai?ymNBY&fB|ra7#0lfI z71|8*D5u=)kIzWyhyM1dh8?%apr+}OHjN@Ztg#Fsad`w`kGdvNuP+AH9M%=-I6Gdf zW+)N{jd)zr0&A^)WmPx0xw*UZXvann2~0Pl$SEOZ13z0VR0I98M4kXmBE;ni zqQrCEX9GA@3{s-Pt79aZl?0mVy2WsX!CP;|4$2+@o`pa6#yzGSDoaN!gd!X-RD5RyhQIfw35vH@6uS4jic4F@M>a z6zlpZP?7Saq{m+0E}ZHOLi*hoU4dDY%}?SO3D$TBGdKv>4F5(Pd8)`VsxytMHsC@W zYo}>jIQ4S+icM*H9_?E{$Y*Ix33@|13ZN=INfIP)rks*Dyn2I3^K3%yV&0l71a>~=3L=F>I2MI>rrt$T0 zCH-ajI9P9&0y=8&Dh~Dl>o-^WL8?x)*W@`BeK_YDO%(UN`Gqb~oX({b$j`WTjw+R} z$S?3-U60#>Vm;~oXS!eCrSo0&r&R{^= z(bOjL4cd3B-4d&*Iyk@RzjxlaA@Zh;8pw>)9=YG;- zmr#GconS&Vs_LXwFt(=1Js>@J*3Q`Zr{PLzZ~1j&+G1$(p90y3VJkU#1rNH&>*6=g z(qbaPG=9b8`+>5Lrni4uf(PEEzt?<9!hCT#TN7s`vO!xXB8L-8$7I_=*t;9h<==RHPhVj3aw-Ho^O~W6b9k=Kv*H;+lJT8z#mqN|Tn0 zTJ??y-wF(!2Ac3F%7;l}_pHT-RaVkUcYIm6uwL+)<3o64=-~zhP1X@u)_Wt6I;Kq{ zuI3aJ_1B9@;RR9orS;as7k7n_x5{CD;zNS9mQLLbXryb0st1CT0dEvm;~_*i`tm8_ zP@nd9`->~2$U_P?iVNc#0PKhi~mUMjv;b@p)M$#Uv!B`Kw&_*ttUF3aON^Z2}c9#yq3 zr@Cz3(tI4T0?aVb*ev{5`CB;szk1uX_{59hYQF&v28>_)HLZ)%lj|Y7lHIyNHrj^{ z{CfUI!U(VKk75l80~>&tB5gZ(2!qQK`&#q&L8TI@WasOzdA?kFo6WQwVSsV1qqx(b zrY=4rPlA$LWC|~HwqdJ4*fjv14#jX9{^2wXKUaP7!!_Ic1o;+0(|C@gl?X&Uw+F?rlUj&G8Bp5!dk(A~a5#R1LLUoGPyLMFS^2ZsuJn06iX z`QQy8_JXi;JpNY8!miwRA(8x3yH(*!O%PXVx{N%dg5wuKM95MG{7nIzI`&qCBm&2A zwYG=bG&=e2kdmZq8QS1T@3EYV=X9!sm$5_aNRJFRC4$+m#~C@u(AJ?BX}^NW$D9%J!aL#@?@WVC!S;mbYSeQ@p4? z-d5p@Z(q6vP6wlkRm(t9e?A@N*ca}B1VJi#h(OlxCI zARRBMk}Fi5&c(xc3olYL(~ZeUoNOKv8Ng&G6imK5n@>c7EjDsF5rZ|@K^Xp#aoyDq zQay8-61u96Z+#!slT_~Ns;?UQR7hiPgHWl)u3D(Z^e0^bK{Kh6Ey~B)#kG^Tv>9t zrWUH+ND9G?vQtWa^TtLD{aiLYUZybpgN(+p$#252J9PsIw;7wPzj)3nDEq4}+Q|+% zA&$QdF17ex2a(IhiIP_b;E)hI>8OpFWV_@KHoV&@&&?D%s55>3Zl6}`!ZQ-^%IML- z3B(Ak_Q<0I#i$&;bhE=d|GbmpN>Xu#w)=9kLgSXN)3p98z-$bMI8sMiGot6JeC#Xt zQkgCE!}v`=nYG*{g3Tog^8~Co)xotV;gsH}X>&_C4Idz@UBnO_q%%c!D;q;+(%6j) zlY)3wj{2AHvAUll3SB>4J@Gbx(OY^#h{#hC57oK54Q$wPab2FYGc9g zzoq$JFo8d9)mHxfA>HqqpKv7k`b4sXIG56!oXtdA%#}dJP&2zhYjiH zUV?uivA!(x1Dx^veQOWf(iOS-gEnV8^ObNZ8It?rG-S=^-=t3VhQ7Yr z9n?A_GhFdWUcf)X6kbbU$Ur9jw+Rr3pXoMF+_b|e^fXxT!-~N#hWD)}FO{!hDZ%rc zOsslMxX`TN)PkQWduxk5dH#l_zOfL%fq)!G;e06W(uAcso;aaH1kQv0o!(~1;O#8+ z@3_kSy?UHZNtyA+Hh;p&V1UMf6;hY;_T!6~uv3w{6P_XW=MdR?3`flY;&s1%uYLh% z*Y^-K`e!ccw8MOLY+~ydgXPzqLh82%{PB0Nz#!wJ*PtzQ$!Dy<+91b^blG2_)rNnG z$YhA;C6QhCG2x&BL;cwx`$#UPiYpZgdM??c<6jNRwziKKc>ib-F8?Y@2*jN)yMG{ve z_X4^)OO`1O`q~DIV{8=@+x)%w3Ww>7-+B+rOt6vR4=_5L9dZc)PoeM8{Y5p4KcZUx zQhDC$lJ~JMFxIU<@RArcZ}Y0gt@Jk~1<^KXztpw76kh-?JS{O^7kzpQi-%H{fz)X-QJSByI7sZnopqHk2sP7nH}|8`$DA&}C(3^Y>1(w^Bv=+xBp@ zoK|yNV-l}BDPeJV+sZX7>nD!7QaWQi2g|V!u{>zPfSA5j9Un*pmc=USa^zvUMeb|O z7N_iw1CGl)CJWOshm%ztnz~u9cB;@PLrrkxq>m}ZyZcaA9|cZTsNUeGEQSp95mI-s ziVnVwMZ91rs!+A%9r$Hbz*8T8 zO+73jm{&^~MR;ks^6w(L!k?Px*17`||z?bxA?+9}XfkwC_s14|-pL z?&F12d+C1hg#Jv`(`Qfb4~*L;i=Q)d2b(Ynd{e9##+y{XMB;>efNl;JRpchKAq@@f z+OnjeWGfZbr%DKJw)+cA>$p#YBKCrLo1hc53Ut=>ZCB~Zj#pV*Ri!YtCYHoV3;jv1 zZ)OiuOKGFb0L0BQTa6u_7)~u4MvWp|s?BQYs#UpggWmP-D>c6doPCPkGZCgsypaJ> zTLlF;pmD^@m^TSFubMKA0=ortMG@|MTADrE2^?n@W@!Gnj5p1g#Aqnnk~a;o%yJ|q zIkm#*7EpeIN-Y&%B)bqNdM0V5evSJmQly+?W4DLC%51C{drp5VOx}|ulUp{{Z9qqF}6jF zEw7b;r~zz;eyTpbg-b?4Ny9u!nLqq->sU`&;~$ze+8c<-nd6TMCIDOO@ZA75sD8wj z?d$D{D3zqBWO4yUSiEy#@)`>BI%wSu5fne7JGQMRnmDR)f0bkWj)#-TG562RPf^+w zw57n=BxZxe$uR|nClxX|BE5pT3^)^`S&5_jd&2(38m=Fj=;&?u40>Wg!*~2I;&vni z$@klbxo7W*E$dtkwHfQ%yI!qhHLue|K1-q)d;H{bp`R%nOx<~soQQ2?gAJgbkhv<5 zUGH2QXSlE=%5h*)!o(NiV^?C{bQzgebXOAWNHY9;v1d~>Yuxzt#$U~BqliI)#GFOS7qxb3TafRUX&R+1Z?1;RS~853 zO9zwBc9>z})n_CEi&)>?eXQ3sDiKNe^5L1vZ!u5Yyfu1Rt577SF?*!i5u!iX*|LoF zSsF+U7jO3}-TyQ7=5J$}BO(uKx6!WF5MgpX+x0xwyL3s7e6{_z{nr#Z=(7}RTLUmD zhB&Unz)mS+WAzD&znhvZ#mX$B?OT3YXsj-?K9OnI7se`8tec4zRBkX+JFWHP9xdd| zE%o>s92iXh2Tz9XN-f1*>j14WO+^$elKCmq+EY@6r4C;kDu4e1dFRRDSB%BqAXI(U z7uykrc|z0RH|KKD*cz}>jgN;%`AW!-<-g!@b%2ooy+88d{131IEz67?di_yY`RcHY#`I8xAKHt*;s0_(w ziWn035|MJXc*L$#<7GK2oZ%jK2K^OMhxfe&$B$T^ZjhA{A0}*sw9mEf8&$m`a4Yf# zYU2u_3=bKgH0rr!E?zDvA+B#YiL@8ZGU>OO?UzFp1-7HQByOX#=IBbWG92~fD2sJ* z@_Ulb7^gwgiF7Gr8JIKJJCcX?_6v4%xNu1U;LXeui-B>lOurEt?J{% z8d!=888n9`ns39qTDrS)bayjSaw7)}KEHjB=lKuzK6b}- zpV#X=ul~~?pchAUIXBIrM^eYDS;OY!N@=`E3@S2fMnvTLtRIV=F(8}Qyw4AJ&h0n@ z1RSn0_{pRfPy9m4>AgfZ^wZt#ju7~vdnK6e7ZZ0(rG0+PKz3H|m=ggt!-4GlCJOs8 z_Y~cAHUGR`rtIFBt$lIkG>$X4!q&}zxwH^5ax2t6izaKN6dMqpJ);DU6qQNl&S?0H z!P8?Q#iP639uQ#}4~TbJHYS3s|2=wQL}*yOJl!(d}wFd>_uhfjyE0rA6r%UD?vE| z=aXl%PCJ>Viyzs}TMF-*SP&$AMC3j9$1hM)6g4Y*<8y_PLnkjdY5UCOLIe+PGTUY$ z9I`k_D^kXyDsMjPYVGH*rK4+yG^{qp)^gq(rL-Xo3?GY78n0X6dquy~K?Mo)J}eg> zNN)}#q|)NBu4Kxx5x9N4?wr7q*DHMV8R zPt^ai$r0&BXt|=FptUF4faZoO(koe&D!J|T7hg%8;cW2*5dax@RBQ2CO?hL|>#v&7 zx?te`nTx!s+YW=rKNCGK#|47Pp{ zcEDc`l5g6eAKy5?sRUkgqR1{y>H%aZP590i1m$2d5avkud#|%TV3^H{nh%3U9M^dm zilMW_#MiXYPQLY**N^P=+|@CWxS_F;JiRh#tcxq#^|pn3Q|8(FtqT>q|1dh66@QG>R3S_cq#5v$cC#g4 z>+CPMzJ2lFLQeKHsTJviQ#LN9{H<(`g`Eis;>Mb_O|n#^WoHCs$|l;yU?vQ<)c3bh z($=MGYVKyvkA=k=j@0QhXXf-|XvE$LNAlNIW$bb9qUaNyf!qs-a!vNkktt&7nE8|k z&z53Hpy79Xd%S?LWik4v)Qcv-Xe$noZ#QmSBb*hs<^uOy>1 zwKaCurck31eCosQy=p%MBa|}tfdZU<+?`F0AiAFHX4Dy6i5WYVskov_taq_*6eui9 z=ndj3yX+plK}UA*bQW^)L6zq0N*$CJ5ycUUeH#*R*zxDVMU(2LMg&U=^Qyzlj|v`f z+K;cdOkIP2fGg|1Ho>p2Zth)y{YHky%QEe?g0MFS+2Vd*aL4KTdm3+8VoYsJX#JRx zIom0@1t{&uz;?yhZ*D6M4fSy{7d(-cu}jhA7C+zrkP8Wrj_gGWA%^Ts$ao>-`C!cN z^~vs0wkJ4crvB5>nl17zsb@j;jXr_8W+m$1yfc|5>WvO+&g95DX_5KcsXZO?gVX@B z?&;H0^PK(_LQRaO=qlzF@gb-3(sB~)yMM+Ce^KglPplAOM+}HuSMwBvvr?vTuud|- zqIHgnXZWR)n3s}EK+CS{xE8Vn0UVHhgXl=@^*MhDY`r*M9Jlo~P3MV!ZEIyB&?IaM zdf$dCes1L0?-90LRLtK4AOedp&q4%b+MP|XE*DnH3FkSTT!PhYsr?=M7;n%+_H->8t1llI?GIiY-;hNDojK4E9C+7rGs7^| zGXI*@r~P7w>KiLylOc_rH1opW{v1Bh%_QP>eyd*pOo7T+-P2+tv`*iD;zyAoTOK~F zAb~JwU;bmhck1(rnT=&iDsHif$Mcw(w{inHg`5HHEJY9vq(VMK4ldT;Trc4+QKWJ5 z4;1+8=bg>&M)AJ%*3G!jW(c3#e;A=AL@*Pq>Wgx-Uo@b~!Nc8Xin|E$Z_Tb#uEtj8 z{ma3*G|L@o$+jQtl#xPPv4IG|+5UUziFrx&OvPEd9?@+$&tek(n~f9K#Ih!~`%Ilh zW61?+eppxd%2-hE>~YZwktjW*sPwDH^!Y~m#B!nR@7|`1{r8)L=k$mE^;tQC=TyD- z4t0+O_xurV%OC1v7{c&G_qOAS+B35?#0PvCVSp&v7YNaOoQf?q<9kf(1T|N!*^w08 zeKX8gi7y8Czn#`E)~J$d$B2)}7PryGb`mwUbd(>Dm!rH8V*N2fO0k>o=N-`Y@O1jN zcLE-f6d&6$+9EO7l&wWJBF-xHPWwFc{nL#aWDg+*tAFA^sQrf#<#zmHM>0BKj5mMC64M?OxM}l2 zsZyyyuRcy6k&;yguIj!`jVpvElpHw?u^MF3+;C`Y5)HHXkk~bC#gQPb&U>gjWz+RO z7#m71z4}AIwRQ1~Q77kNzug_@c5OFH$2Ay4B;xt-ahjGRg)(LD`xfpB!R3@|HaE9+ z^K3gQNVW!KW68l-tzYKUA7`@AVbb5ql<@fTUOT*3;viO7C&I;Oe_~$--nLlmy(OZ7 zX?vd&@MF=w(qV&$^6RR8`WZQmY8`7HS13j@R~plPP3dx`L`!Ab!HR4HqHPB!*%v2l z+ij*E_&W9UQpKT{&8VB9&AB-t(^}?UE23Tr%_!Ai@lDs=1rHWBmS!?#Z#f%1B^4uU zZ&jlD?y<)Z`K|RgC!+bULA~0H46gOQT-i;c`FU#6O*5;Y261h?;2v@GOQI7%s?Mw6 zFm5i!JCe=2z*GN#*RDo0&>viTu2xX9!>}km)ViQ+!z+ewnJF*r)u`43DXM zv9&sBuRSLJgOFN==BLhA?Tz0}wRQ>a7COVWeKC6$=+48XUD-5sSBD9d2-lgwIpP>D zOET{&IgA`N>k;2nB+EghdA5>b?cEH9kzSK#^<0ntakl`DJ^PoxQ z>ykx7_k@6d9=gUV0JCad4%O0BU&v zL=f^~VETU;F(L#KZh_ko?Mt*ZH&$65c^@U)Vjgk)PQg_%W=PvVypw$uoC7XtZsV3I z6O>JBOzSQb7JPam;xZcIS5-^}fA%a}de1q{Ik(PYEIrHY(p{D}Ri#sU)i^ddN5;L! z%vi#Th9wu}w^kVi2OQkqMYFfJs%#vskiT^|ny#1l;t}8};qaSs213_01EIy~g7w#^ z?9Zb3*$4huVV!#lC@M;5^Yq7iJuX$mEeAn2sE|fmRTQ>#ziJG?u~P;|+Fw7jx`OjT zt@_wbP6E!-i7#BGEkdy(@`(;tO<0TG0;k7p{3B%V`Iz*(e=)%oeYy;V?lV# zu*S(Z_S~j;ZrWd=DtL}tXU?Z4))4Mi_3B*inJm^YXXD9W zCsh4QG<+9}=_caYcL|>Do+VHb1~!u&DKFe;2c+srPo~-q;^H#gRC#DRdocWg86k5J zcnutlN$={#JPPaVpTC^$FQ_D$BGz!YUO=+;r8_ijjRJ=bqK{fF2>k8)qZ9To$pPDg z&xQ{r%EkR?jOn^!zO#;_$^7 z2*A~nGqPNyO@lN~@v8+Mo&|3kx>plBCbig=WJ&2NYbnFB_E)n_B1V3jKL#a39oBBX zQ}&uQs^30o)%IqFC#r?=%U`qjE$3N@;i`PMb0$@UNgrL)&y$dbhJmcnSHnC&hEx`H zwlC@eiGKnF7FSZygu~A(TeNW6CR8-Z<^PQ^)$@Hr21JRQ~8OVBYcZ{g}NQfa6 zElB4QaN@ZRn0@Bdq8apKdyXr$Nj2s)w!i}M&v+N?A#MkW_f)=@W=NqeoVxRYiI(ih zMFPlp4ZhSH{N~O7uKJBd7sMH3ctRtcRF@*LJv5=_61S!DgcBl49lx|XnwH(8lHe|p zNh;{b79Jqq?1mkFJnq$*_3++SGBq5c10rsbIqiyUNU*j-i2X`ghzy9J$b5N0F?kBDAc5X-m?e>v=&_ZXB0chluahTxX6(hSzC@MgNQXD3*k2h$_UXQwpN?($$3p{ zKb1qN%`H%yf>mf;Er^M+2|l(G+K`9z+nBHdqZJEkQv;jXAF&#kiN3CpP4J|F#!d2e zx&`lGGX0};(OhQ`do(A0v&RJ|&BKu9uXvYdvU#l%ydvDIx;SB0G3*1g3EYI-Trsf* zhu+UNDYtd{O8M8hbUzKdD&@+B_|YLXrOm_!-qgQbiJ5!3vSv8UG}hWQrVH3%CcKZl z>wCiQL&E{ONLBx>O*|CoVpv#%YCd27Up2yKkQo&PTvnoEw8b&1Utk4n4DBHY-h1BM z%(x}%(-Y2B$v<@Jyb*1waFm7ikCp?`k3@}#h*_9x$?)?SRZ>v+ z1P+sZ!o=B*j92BPN-9j6Q(gJY?f6i5HQddgx0-HcWz|*r(@$dE(H{GQrcX5w97}y= zwyEC!q4gQz?Dg#y#^>X9p;BA@lrC4-EneYe-3+HVwlTWz7riN8*R`UE*34<4c2Fbz z)q%!1k5_Lc?G#uIUm5^I`E!igAHn74fltg09SvQ2XqK11K`hI#dr;mY6wNkW$Z|~E19}&L1;Ck!`=SUp z5#IMY8~}kdEIZwowKN}UCYfsniJSm9{vC zKaK_dL7WweMs2mAIVpUeq%~lCcc*H?Lm2TE1!jpr^`wiMb55=2NlPW<3!<|F;WKb= zliHV!H&Zz0o-FvR^UKmlF7;36xZHC)lyPiDSFGp`BkR;P?>A_tEFvrrr3GK?6%&kV zE9&a7*|t)Xoj2f_=tHhhFh?WW5;ReKj|C7NICQYJs0=n-uAXqS82?x+(Du15MTN%8 zch@Yy`gaEM*n&rF$U`2=qh-1s*A;F6Ypii~^;<}p0voTL zT;xYGYfkGDf|mCZk}|uDxrK~oul-5h7a$1+KsaT2X%@g!Uisg-$rC$t$T!%mVEhe-`YjwEM zz(FL6ytF6J80b+^WKzeKwNUBOOFVK%!`a|<+xH&^){+17c7V)Ahv$uGm-d`O22q=4 zECq(wzsSq;=*^eX-(Wqqf8|S6u{@A3<*RpW@1MLV1&U_bE7YTUm@w1(48`u}%1U|5 zQX6I~i+Bm~G9ldzDKcI%$A3fL%t)L<@Cdyjnu-@|JvJ|5((01s0?&u4IFJf|?L0T$ z%(RR6R;(F7egE=&)gZ7euoC~GYVmB`*SZqv*^9O)&CGsEE0nY>90S5^KtG6_y>q)D zN?6g)CB3y9_ojgILlBW0U#WL#%(G^-boShYUsm}AE5)ceOYTCwuB(I*#WDOMM!qav zvoXEBdWDU?t9oH92DU>S9db}fXz&Tjpu`ZYz!s;f!pM{7;%B3=PLvJo^<#r5&bw8Z zuG>&2=&RZtUN*-VOr~Ol-UXfye5V#J7m^xeB0pXY}nm(6!Z;7jt+I zckr$5^KXbj?gJ$r))nu?e+)t|`+cyP=#qS<=~UYv$dop7vLpNS>MZS zPL}wvukGeofPL<(rW;SRtEmSjhj;WO-XJ!8)cUr$K3l2(%Q}tHFO!@fG7;mDVhZ)| za1=tv%H96YvTLumR!$H^Og6)MYi=qx`}h>c=^>4kODvZ;yLkeey*R9*-MV6wd9Dgn zz%_H&!^Uz7GvuQIBnSOef9u3851S|{JYK9jyt#kq;jwEH)Pod}(*nfCBr|uNfE81w zP4Lc$q8KVw)ijQsjTl}w6#ny=cL#FZNW0<+8&5Eb+J2EM=hEU~9zIaitqq0B>n zn9wWii4Ef0jP!?(8X%K*6q7U~H$P=dY(;*LRpEsXeW7BuC}H-2bt*QZ%c(-Yfo!4a z`X%>sLgab(l!jp#Fw-Pw0U%Y_lEdBv1N!uvRjvViUdi1< zX$4w8N+s|bVr70kEdEBy-$cRXVx;+`_25C!#wXrcwvCcvyNTJnny;O}k1j_$(hTMz z#qiCY)G%RxO1tdW8QU@i=^;&Fs0!+nTbEY~F7d%apT&qqoW=t)z45OP!b&t$SZzhO zbFak){9`S*sk7@;H=L){K7=XcWz zV+PW`Bw!3Guss{zi9BFIX8l2)L6v5z>UC;6Lsve|?h$ z*<=W&)Q4|ize^ZSSN{5@ni-3n)y0aGocV& z>?YAi>3pkw)&JU|Pxe2Ib#$CZq#r)Io8liu<;{2`PXKmR(`&zuKbsp^upl1KNef^m z^cJy3a%;{EhQYXFfbVPO_}t%A@@fNrH&MKM8>nIb);#^vS*XG4p2j}bQFCsv!q(G1 zWn!G|AI~eT(P}PH?DP2coC+^!zklTTb{SGQL-oBQ*6j~7KXcG(??o>W7(+%-*GrWlnyXZ#RRP;Mm>E4Rp{OHiC;U3I`f`Mfo&w zkjvlq1idCHXTe=)))DosaM)}+B1Lz4V4?y$d1Gi_r>~WYhgk9;JFnBn$4GQyJXmnJ zWmmA7&}sLE_0QGNehowh0eBxa(3t)F=l#Lww&u8@4tyG@>`66y?1w8Tn@$xE)~l9s z6E@D4Be{k(Z>5;>iK;ClymI%P6B|pQb;h_)06ojnPbVjtR($L3aUD%WYT$mb{JFBxg=m0omMYA+fox~*ah=VE{==|qKT1rYQd9B(yXWv^SatQt5pST_kb2waAx*N( zzCR{4g8Mj1-s0_Zx7P~&`XcsnPf?lE@p%J#t7T2YEYGQh4?RV!R0(hHGyAlx>ONMR zOA0wg?`PwtVCOT-T7izi^BOa@uf==x)e`@vBAa&jUmnuQCb-+$y1Q~2%G5V4^xTwJ zPz25<#475NR6sff%S*Jnv?rA3ipNV^+6w9ALc7T66%c&!ehby%R}uU1FY?XPC<})N z@vun#R+{04OKVgjXM34mr_3zy$|Bc~MI-y1;>&qSF&HS`4JbicL`Wj9|F)YWIMDej zx9ziRzd2X;4Fv~-x8aJ4IFdKd|HPTVHzTd)-A^$!^)_yGLf1^9t%MQjl88fkKu(m_txiilG(S8!zR5e>~R7dZg5|!l0v* zK%1Yw|HiG4 z=oB-G2jn8J=?kI+8dq(=3A-|@j1)RrMG$m3w}}tV*&ZkkJaag=Y;8*I^M0)Ni7COy z{P_5@dQvv8^iU43f!6&+W&0QMvD9ZfY}<>KvJE%ieQS$tD@gy%1gU<@nYuPPxl0zY zYIf^n;X&B%vRwaLg0%whkMu{8{)Tb=Z|^`rk-C4id7#U^%XtRD>>#Y{udXlw{1T`=%O2-dCk78$q_)8rU1F zwsbaPE7?iB6}{`G_2Ewa06$#W>udi&e{28c(e0d`b=gr^YIw-rcvaAkxyoQ`_woKj zml7!ROYk^k7@=V}E&Xi=z4oze>YzooBSSnJYBQ3`I3#SlJB+}CTz!$!=E|@rJc<0I z8I)RCRoF>IGG;~nND92X07rt>bIr%+Uh8_Ab*9~3+6cDH1bwB!+E{qsY)@a0c2NN7WIA?9KPOJwkc<-AC>{sVUF}j1I3x$SVm7BV8$;GtmW0h{1<=L z=R^02y)Uw_Gj`0VLm^6_s^xX^l8r;Lugt#XZ-)?78|TTaj9$16rctVD`~y@NYYfA` z!aLs@LiYlETj|cbtVxy^p@4>iexq+NjR4OhZ|a{Y0WYFCXBWUX9pCu>FgBakV~ZP% z804hyj0YpBJ%!yJV{WEV?;4xo<*8H)PD}rOEI6ZF29KT2ju$yTVjzYnm%x3n{TM_N z40{cYX6KXIU99k|D9(APDPo*?2prJUUB+ zO{7$}Ea@zY1!fZC-I%-AQCR-vur*y#Yv#uh9fzUQZ_Xw&L*CQ@jpyK0y#}~!3&H~I zsnpTpHYZ|Bx;YAtMXq9y8AWVm?qC*r8J(Z1x#t~zg9vw}=$5;42eQxcsPcIPR2JNf zduh#wY$MF|>;!)`cnT@8VvP8oR|*-&*i&%1OxEBjC_l0xX&)rPfSrSW4f4Sp>U~6Z zs_pgzNXz|EbV})_BOpcR*)x^EXU+l2y9X7zh~hp+ibMT|oS^F*>{0B>2KLNGPIDF3 z7XJjpi|^4?bYn174+H_HGc*RmRq@ zs1>fo)#Roq_t8W$l$e}tEzX)&U)2c1R&W|h~9!}Lq`gMucJDAAv@)EC^&Bo4d4%O4Q}CTvN<;sioMGGi--%)fxAxj zn7lkvexia`^_Lk~Y>;H-+a8^fd=7;4i971y^f zo~nQ_3drnEVV&Uppw;62W>Dx4bGpi;~$M2SEL)%s_@8*?nHP4fPFxTsa8{ zVFHP}iAtsdE1kVae=|pf;{A@^^wmLzp6G@{VXloB9xY*R(ilsuQEfMa^;OmA6}|le&6p@-}D$6 zG|=m{&cr%u+dES354ezBhT}$8HaJGNwy!XvPb=G0DgLWd#qlXP5m#NQwn@w= z?}n*2MUP)#z`oWob~kFM2UuK}b=CccfnvZ!XETLKs+W{O)ZsZ%5P2BUhqpTJS!D*S ze^(;$nzae)`PA1A&;``Oz1SmLLH=kTO_tb9&VLyE((~C{Emfzi=(RF~mTFM+)zj`$ zAUPvohL0_sypKPopg=U??oK8#cRX_T;nUNoEMdb!yHFm=c;3KpmdC247JimWla{R_ z=Z{qkbL?->-cALi$_LTdLnTpgS9>xL0?5Wb!5o1S3LrjY%IoZ;h1I}9?^X!6!nBvpf2Yj2P#+p2&KP+gS{>7C3 znoYV*uv)a-7(W5%N__G!<-F42=v6>b*KWpu|CaFoeth3!aeyXprRsRs`?i6CyO*Wz}J|s*5ms`kkNwizBm1cS@Nd82l~0 zpgHj+0)xwCMEOn`S7aDDdNVN7DGF>23+klOx2=H)h7PXqa=^|%t@^$QCFdDC8O;&c z73VC*+~@?Lm+~(ZaV^rb6eU>==Z|2oo>Ts%KW=FsXsxr!kg>4Uys{(?@aOb!{fuNm zfA#anbZLkeOjKxXlzk5xR`2u1n!CoMG{RxWBrT9AI}&^l379T}{K>*nPRs>NM=D$^G zQr8sbCq9bceg_YWbyE|!`=)A6m0Yyce&cagnI}xPmi$mre^6u3^y@sJ3$A6d)U^H7 zQ35W5ne>>@9P5bQORH=jQ_P-hY^e5U8Ae5~vnZ#D@qG~@jFnorl8up->D58+3-pO< z`ya-|r9K$dNZ$6ht196PfZizs=aHDb`f`0n#x}yIG&WRpA@$nSUg;NN(e*mypL7FI z0$eXxB8JA5;GQ>1wU6a;R&o>&?>Ujh63Tr&)-lcn?T(dBz0 zLvb}D1-8oKUar`Pd2i31^DgwRy7#w{;_M3^VDP_(iVz&m?x3vS_@j{t6wd!nCW#F> z%u~lx%C0Kbr6)$eksQ*_x2P`*(ysolw!q?L+a@A&f)ghyf=lO+rC1&v#_p~ z6s@{gnqX(gcfrnl>J%74nL5;<2RB{ayHpQ-qkBU`D~T^F3VTojLUD}^YgfYO8Y00@ z(b=*h#YF#qcMR&5cdTEcsUu^hc@wH94rCS7TX=&HfzxKmrZ5)$ujdzeZ(h#!J^p1D zy&jq_fwZa@zi4O*nP2`~`svwJqK4cjconJNqU_7Xs)9Md=LHNc-3p%e@Zh)o&8yL> zi!$IU;A5h{)j8wSl4v$JqAA4hm4ShOub4UIV{ur4UR;aeosq1rVuH`2}L zoD6(%s{y8xatRvF$OZ$#jL~yj{8#FXkPV0&L!=QbiiU?pvDJsZ;m$JUdvc(P5Hjdr zY-e`=DM=`JMQ+`Ax44E zz~1S91DrUHD&TeRAG2}N9I3Ll*Y(eJ63?(-sjjxnvl6k$eE3NFomg-;JNbZEf_Y&v z3i6&mqG|xOphAGX8az2Bxw~JB|J>CiZ|{qnlXG+%(-|YXitd>-iJOQc_CN2~XO}#4 zWHQYatS>q78^$1bZ7L{C#)$YjeZ!$JnLr7eo1V&H-agYE%!Q7atk}GE=hp`p#pR#W zeYtuKs3vqMd9+JghQ_H)Wta68R+gFZ9}I3Fp^g+N>}kjH0IllA3o;dp$rU4-vo~v| z&avD(MqER~&0P$HIy0Nk8`^>&QyfHqL`L?hJ;ogAz~3GAVJYUe?zGzZn%yoI~b@_u!CD? zn-4$>uu2hV@{VN=Ld(?Ds>j3TPQbB#_RLZE;FaO9v*valj9yuQtL-yn-i zoABm>uq=Ml>+R;c$Zb*5P7Vn~d5TXX6b0_t0<{IdR|VNKkV!HrDw&&bqim68MM&tN z_U5xrda%yN8I+1oDOXX8sfAuNS)-BR>y_Pu#AS*7j&=@w@ay{Q0}h>^{rlI&bOQU% z>gwwW6DU&TDe#Zq>=*D(x5vd{x<_4MUm;N6D#46CH0(z~6oZAS@(Jz)&X&51x`Ys&Ni4WQcE3(O zgbY!CkK4bl^K~X9JW-0ft>oNYgqK14UvRiV>GO>rWv{lP&1I9r5MtXp{o@7$b^lC= zlXqJds>t3=uO(2nt5Huxe%Y?w{+*EN!X1g=50tab2{jg;b<4pY$Uj+V?#HMGo_2HEBXnjv>MuyY~tsUz>A~ z2F^QorOCAg&CQ=L=N$~({D(n&JxPe<+;+&SGCuy6oAY(v5UZ(iy;FHMGt8b$*M%5I z!2u!#Z*1Ax3|hSPxc3c#Mxtrc@2a}pVOq-Kv->N@PEm4RbUdUZ2tUaS1DV^i9u!%{YYJ?suf^c8jA3w@^sey5UV%n9{ao z*G~}*Qk(Ss)E}w(=*}nAe;A%0gP{R&gL`YEmsCgZswTQt$_8aQ5n%&aUy!vspVN57LG@h^)QGHWV}QsZRKdLqm1aarcLKX3R8{i-XcSoglOAnaoLE)N-(ip zd#**sj$(?!L2h%GybBa}l?7HmsAszxd_}eTXvSm(U@NuG4LSQ3g;wv`1Y5)VEiRXI zC=p!fo}Ehc@o-@+TREARsOu~K4&+8JTG(HC*LbMjSX0w{@$ylsghAbiq6ZPyYK3KFlckvJ!o$;a~b)Q z8lz5uxrA6q)r>V^058fLk=sL+-MLSd} zF|((L@CL}E1dssE7!)?lga%qlbK1_5TR*}e>cEb#g-|HiF4Rgx zY;?W=y*`mP19-+TCjB;x_3tNd7|=PlRrG%2ep0g{Wry{*ky1d_hX_GW=qpMqXr*%Z zZPkRvDt%w-#&hHokr9JLTuFF5I=RsvsIqUZb^p5)oi&_9%Gd)VI^!o{g& z4$d0iTPQBBCnrw(=1nLZ5bnoa6t`W46H&=;KKF~}bdS4*P27SRkRff(RMbJz%Zg4` zB;~h)6Gv>1mNXQY@Pf2)ExzKY8@+$#I(6_zY$5G48BA)65L* zTub&_!P?{=LIN}gzvVjM6&5OIt`U^YRojRJlEfDC!ZKD<+vY4AV~jOwIWub6F<(UI zq8nz5`KULS=<0Q|&%f>_HdT9rtafJC$Y&@a^`tI3jaB<J-T1>bss|A6 zG}T4*(m}c`=J<4@qC!6B@G9MA#A`SK_kl3ys}e=EV-B>eAeSb&zMk0?EiDG0+%_4g zpxQX%Y_DFl2k|)W&U0{Zi_fROZM#GpqOQ+?y%5{&C{+>w@QE4jm&9-{Q+OpBKZ%J+ z|Fe0G#4*_i?V3-G@MAcpHX*7vp@Wz%E`FI7**8+ssP@1|3dYo+x0v(oa%VX%# z^V6arD(+_6M5G|CKensN_4{v%?rsFMx8f@TNEr6fNx{Etw%>fs8Qdtgkclj&;hjuZ zuPJ5|SVvDlyBRG2-WTksHR$$#g*w~sd8B+1E8$X>U}cp}Zu(<W<)Gzs7K{|&-KQZMrd!C_D zOQfdZFG{Mbz4fQjtD$jsM{A*kY5>nGAzF!@06Y};y8l)>fDDArF4!cuH6i|H3_>Ti zjGv+h#WnOW;8%IMG_qlPU`kPN#|sUc8TgaPGOivmF)q5dNxX_x_2vE&Qe-NIEjq)z zbJYKc{wFYa-T4Xsd1u{5F&o-`c>SAvU*PqtmA3+^QmyxNdjl3{FK;PhxGi0R9pWUB zi`x|@P(O)g#CIJ{6{=Fp=He3V@{OA&o_g+*`|kuUD2z_((-aF@_z5= z-Wp8wiXHQPhw-q;2OtR7`fl$eEuD9*G_kT7f_m>&s=I`aQhxh_zdboQV55illWPwK z!XP~-7^Sd7zuF(VoF6Kt3`$61GUXmExdO~|$;(+xhUV1W4w6Jl78QGKy%32JLWgg1 zMty8{GEhl>^Fj#MeAu17G3ko(FdOGFS(XxF1UKx3ZhuVwNXNLgC~4K^D2g6Tv&r_A zRgAPoI@*u&DvB>LuHBoPzi56EEfD_nMapXC znfR`wl$xf5hYM!iUu2KWF!MdT083KS#Yd5YV9JtddTu>f2E%)k=C=HkM%|Lu%P$tU=H$C*J;Gxrx8g} z^n^VUu#fyyCo4E(fGVN@T&0)JZe+Zu6ex^*)m)Qk8c)QGooEnY)W0RL7P9*vh7B@k zV1i+Lf)8p5j($p}_3`HVloyHeKnvcI3PAEpD+xjc!LIi^*w}D?GQ8z;DWr5oreF$NYEe0*)MDMeLX5 z9eZP6qeQ32cpP?S`9STf$+IV4b>7y=b&b;|)b$z~eQy@C6G2Z{aKs61Yy>CQ&b@D-Gx#>|GE{A%V1moO+JOdtu?%QUGd{?ff;bDw^ZESlKxVJp&Nw8?3IDu0CTL6-_pVc_ix1^-<8sQTlHM z0GgUk>9-C=&e0Q;mAZ2%!ACQXRB{nIXuVVTqq>sFBf z!Sxle_Bc;VwZAg)bFU4i^134uA}%`-nf$%7vC?_lQnzg`fp!Khy*CnnU0f7KS6;VR z(o9+{)_QiPtXj^u-9yf&?&Y6|^pGU*RoEhmJY!I&Q+UQY9sDG^shHT~!}jr&t)x8m z9gU|4>Uiou3?K;!N*V3k`vG{4dI7h}1#OQ$gf>iDJz(JKwtP-wvo?#53LJg;;#TB% z6aH>N9J(%ZYNnGR-gX7*9R zd-iFoYD|UMH@En()iNNG8%XnAKj}tjH*oj)+a9@AVu=C&Ok>dyH6G_zJQf$Y%I?vt3T~JJE7tN!5X?Yke5Xnm&kZgS+;1N+DHz z;42H$JSR-p{h|pW1aGpSZAYu3+|j&-{ktf->Kp zbHw}E5sCM;#&YqENZgLxPib?}u)?YplpJsU^s!1}Jk&m8{!HS{r zKLlivh=y(WE!w6q0GV+7IXK z6s`7bl0xKs;m7(jA_j9}!z_(z;>G95Pv3P+1)GPCQHnLf=z?;26Z+CNeXs%Ei*^Rn zQT>fKm@u%dZNu9wJ&xW1s|-e-utLf_b4VtpFR6UR3mkI9Za!u*jb-kgyT zl{_VPAFnEPyz1ukr8aw99*dvSwOeGgp_2G_sXZq2?V#=dFeo_(4NT~doR4S5ZAH)( zOoWNdj99GTWH$Y+T`}%YMKzz;AUFUWPuDrH4r7v|Jr3$$+gMSAezGJX{h{8Xf29e09Hdpu9a;CS(snn7oG+EANM8W@ zkr?sZ(w$_%yL-($0PvBtJA8vbMveyM<(vz=S-j_snJ6yP@FnLiTqBUWVazg!yDf`C zQa?C8O{3x5Z-4xTyK4CZgt;?}evs51d3;^*f_`t!V6TiY^`Q9hCorUUksUD$)6UI9 zHW>l1gx^3Uwja&=;%%uU8H4-B*kXmPLCb6VN+f|v7xBbzvAsNdCc~dNkv<4lvLYZvILhA;g=Fq|RiqJ3qm=XR^J%J|6sJmvYMBvAa0*t2d@a@&?_i3J|-oN5y-V(_nY1m*oE!e|WI2!qKeEzrFWzo>z`GwT< z#m=0S>->GVz(DPldR<+|go(@kk%O8Sr$I8$yU;q=xm4atL`7mCrpbKN>bx-})!2nM>uI~W0k)Xvgum4sX5SNDD z;rjqaxef;v?l4|Pf627h^K|?^cTp_x*7#VWG@E+4(5{h&1V+<@pTqWR<8|%V1i@5G z<~soa8NuJbq3FQX`M;~kJQ5EgU+l%k7&VDqwrU){hB@NpF$gtaUlttL-jAT;!A3^+ zFiV%|LZ~e2J}MY*G`2LXG(ETF(P~)?S7TgQknX@g3ETsaYnU(^64fT~>u;Ul3e5s# z$R5j(C%IU@LP{}r;5trvHf-_+jPG>3k`L@h@g@50o!3_XiXQ!Yw6R!!{`h7tz998# zi2r3M`_xKwM5hfKo(#2jL?3oy*p8VhOc(zVbz%RWMs0ECU@jYs&OH7{bj5D>kLZkq z%I69AfL!!Y^qM~hsQeRIYF&zoKpW6m{gKL%J9K}FDoWqf97uWdQ{E%T4HN^W6(tC+ zf$tJt;MLK%@uRwZ{S?>z#-C!(>Fp6M%n`qEogI5NrYK=ky&0ayN$SrCmvpAIbWD0O zZ6A^Rh)UW>-Dg^Ba_*p41v0%FXub+E)m*Ruf%Vn(gfrW36x@wN&plsjRcIVuAyqOg$b3TsE^Nk z{pNW9Q&VBt)dD8(Z9VqF^m^d+aA(fcG{)fk&VRy2S-Ngpay^x`bJ(`)ull;5qqS>flV^SD`L9) z6%f(FCP%ND$Je5@CN|@>AJjA-I484hIBIq7%Kffj?DQYf2r)HZ6{T=#6PsR9n-;1( z{EBo)nIG>$|8bqu(2+c3dlifBn~2mA&C1(bXNJj$D&%R>ikQik$-9S*jCR7Qk+2}f ze3%+aSpyA)=HF&&^6O;FojxGr^7)kFeV53&&cFSqXwOOvsJ1Pu0!Hddz9^GWy7zOC zv65Y}BEHXHr<2{65o^)kyCDg7o&{go%M;K`Pt2#@h z4i!bMuChBLLp1l3uVnVxtC;qS*QiC;$YKseJg2WK{j6U<_;_HVPQhiPIaKhFcF%^B zUa~Yi`-hsT6LL4Kz5i>g5Sm6UdfUQKFJvWZlcobc$Mzf#|6#Qf7-wT%;PmxP-_TQc zw4Lb&_fhq`#{Sz|(m)Rq^)`gHP1FTJ3;5!WB0-qM7K`~Etgg7CANeC;o;Z5YS|ZO1 zH#=46xBs>R_f@h?)oHRQ>8{wXJLT?53aLmXbo z6jR)N!#n2Gh{^rbAP$IJoc6gybh&buVo8@*ykf6WovSlxA4eqxW)lO|=R6xvj>HD# z9x+q}J_*qoHXoj!hQ3PFMT>^tulEu5o1u4JCFRp2gxKW|C&tB)w{!u4Eh?RsBF`mxFM|EFN^Q3Nq@>F^}jDv z)7&CRMR&DR>-BIxjP&yjr_>WQh?GlwN}QY)bDK^TefX*G7d#P8dLy)rb6+!{u-M6T z%B9`Ha#d$@7gWlBOk|0+LT3&DbFDATKLbs6KwIK^qcVk>I+S)-+3@|fnPA&c<#I^* zf#luM1_MPfrmJ;uts!y^AAu?hg{W1fZ|er(LiXsHWUe5t7m6ek$|vTUl6@#i1)7Yd z^rQMH<0twB8?j2=tCg`p$*|}i{$k)?Volsx}%Jc+#OA>%N>*KEF`P zB;#e)X5~B2^6AdjaubAsATN_4EE`Qw3*~M2yeaPZSjD~A<89cX*Tj5_?#oGn4=-{l zy#`Irc)!`>QKrlzS2ERXU!@a>y_#4QZ|(Fu%+H8wjs64`Mglu_IUk7vMI}%#uovcE zw5iUKT1Fh%1fi4WYPy?X{H~?08J7;#vX@hz)rL1r& z_iR#j|H@}$DgukD<(7D#-b@KM)9{_wubS*MCOWMe0L8X ze^&dwx>^(O;NUZg4CTkNZ^Iw-0I@Ak#5JK*=`U10xdKNdYhU{shRUtANmh*!Tro9h z(^wdJP?am4IXQc)@PpkUtYTaZd zI%PG>+wRMgKAEcS*Hz$1zJoZFHT~Mw{!S4=?dQyj;Z*I){iXRmFWvi8#0d|G7vrn1 z988VYkP003sF6?7EcRFK$avHGKtsv`y6D?}%mC8UY+NoCO0oNAli#+tzKAbJDd<8? z;*L`2EA}hXQl7UAzv~sl|l1`yZz*x&Z^YXQ zroee@QUvDs!__p5N28j?fwas^_Kwpt#fAWR$Npb#ji^!bC78k_!m1X7|3zNPjQsA8 zhDwCb;XDwSS67ciO$;QU7kTmS8s-oe?wiI)P!u$RUi($7iuVtnwB$VO zN>7t-({)s8D3tZWTU*ddo5*hL&V|hSTkmMhXr(NHrNY(7VmQdlBg$aEr`eD+K=ezA zzJdNdXyh~jj8;sF(JRE|$-)ecmVaM!KpC+*gK4CNkaOH+Yux6t9X!12tVL3*Q0rd1n7Bta`Ic zX5IB}bS#^{oJLH1nzt6)yW2j)!8E-I-e}`+jg$*fhnA^tDcG0Zs%8U5hj4`SMi>W1 z1X*mkXpIlhmYmy>u!91tuj4Ox>7E5sFr_6>qt)BMT8k?VGUHaunPF@29FV_&TU_Wr z^!;i4py1~T16DlCU74m@N%=}D(BuRamWJil#=f}(;W90(mIjODNbfd;PP5#mlgzC1 zL0yG{QPu#i$ic&u>T;go_q`u{=s5XPWkaHB>rRzrZg`s&-T<8xlVUc%U>yOW6FXy)}(lKNgrCK{OCwe%iY6^W3o3!VkY2#bGHE9fe8Sj(m*904;?Gl85~ZlGsp3h zL>f=7y(V+#(R>Sft?niv;F~%As4G|0wT^9|(A`e@Wolt$gwR*^w{u&{r9Z^W;$qXM zA;G*l$5p`bticqga<>X&5F-^AQLj zU+JF2%TWC%`{xTa%9Cz|zi)rx{qMGS@r8*^&Kgp(--flO1shpk5F}C>B$NWZFW$HK z4)uyXrPq7W$E3v+9k*cpxC<1SUNh%v@-vws`_e>ZWaui8$AM0wEobil-OV8Wh3{jr zpxk~yKk4|UW**QH&`u#u6Kx~fh~@h*E^ISl@Ct(~xbw>~^)Be)KcZ1>6Bvfr zDR9WTvqEsis;QQ=DCjKL4L2>e@o3~cyYR_vE>vn5$@yjR*||m7#7r>#L&r` zSX11v;BKFM?>w3BmbAupx4rz{3PU&0GgsFSC{*CR-OsC|uh^`{^0C6%kuiy2iIw#@ z4vFz+-JY*Ck->9}5*4gvMKS&dKC^@346ajebLY+Wd{<}#;s4>~(JN0hsdExje;}{1 z-7<_ahOf>RS)xG)Aru$I-Qb##d6?K#@#InEskuAA9e7e(L7tc$ao4fg@NR|gT35Z* zr3=oyG+52(zP9gMp}OHwEywH2VEW#F6RL6}Rn2*Nsg0K4iQ8?ZF?luWkRO>XsdLfsR5J2KOB++gnBbwS+;mdYVd(9J`b`L~@&m!3U@p}EWp)K#6c`qY z%?N+lF_akj>p4A8e%QnnSKH=-Abze(^ z@f74m^#l_30<(s-V~Q|I-+SIjtLYwiZ@lke2P1Ky+`y_8hDW#sB-2V;S8yExxB(j;0J86$t{|zo^%Gnn`r^1!|cOPh&m|U zSGU-V-;XG4HX#@YiW4dnfls%3aye(#n_3%k2w$98wDnKwyv9B$W?t;!+#7%nr1qFx z8BA34+J8+}(-lg$UCxK;T0D~+_Tj$F;)h+JKP~ay z^IhU^O=}4E1d`n}dk`4aP>&nY+321o%AMV5QLF~eT;!F=y666Z)a%p{G2;H|wr)@Q z-TDj*|E%))rCp0Rvd4?F7GEia31u4>YOZn=l;YfN%W22`1hy3v&0Tynjsa`(bB!Zp zf7})RppLxvi^lL8+{qQe_0TIKx2^7+uM0uizn1jzlC2kpn4NdOTKUvL4u}WtlJBJa z*9X1S?QdTWoI+I0eueKmFkpJ3dnFKebF@2J)N-egvi<(fJZE{7dTo7@+0>d~BkQiZ zWB8-sPsKh&fo$r2V5T-+7dUAfL&|?-smjG)JD@^seAdJ2uPe4_|n#pd>VdKLG>N)D|;H~+Ve?)7h{iD%_ zflgXV@;u)UKDV}L`HP%{t1j$hQyjFsxRTjb;O+*%Yfw1dJWB0i)TK)W#u55# z7SFDHl3DC)sf((DX#l2dm8NHfIk3zeD5!|P>6npO-JQP7X*eW& z86fiPd}#ZQ$W-J}g1TObvi3%^O7$4ny^@8}Y_p}NW|Ado;DH+hA~BleRzodhVWzu5 zX1ooFa?<8$Z{JdEj;(Ozs1r0I|SO5n1^te}8! z?bePA$P`T$?zQ(=-~WiJ`EpEErM~FAA|U}C6`x*yMS=?GHHd_;DLMG*J?g)CJZ}xq zmNI`h<+4{-lY&n}_TrSm`nfpovIn$MDdOx;NO)$3!5D)T8f&XXsETY0kR9UA@bi4c z8!iASh7uG?|Ax`;HMnh9&DMG$Ox`>JB|^(Gj8clE$?VeNqj)iyMS2TofC zS+K9ue$vp;WcY{%y+=^Bcoyj9@7d5+^Yeu3?Yzm0i1^g;zH>Bq40D}~S?O+OQ~VgK zocrnhufs=M$KXFLtfC*mbf~s;MH+e=8IM~JQ`7Dm@KrLG3kuw~A-stDxN}+DVL)S! zCxws)vMx#WtEZJ0ebo8Fn@rK1BELAdH{C7^qXuZS6Z~LM#qK5bOf0;ryuE=m`A5*; z$;!q^A9Oekczg zTr#`=r9gbC*dZrTW>bcqMR$U!TgX-uKv(o#!9u~Iw;-#%=~Uzj0l13wy1- zdS!}1p2yw!>eujuui-}SJy{41PVIH@dhF1cdu81bImA^3#1v3oUSp$1DIy&mC`_V5crM#`@FVuX#OwajysFRqRz3UR+eNgMjDH^4E}^D*Lw zxy06JO)6Ul^VOWO?N01^4vVj5g4C3zFOcbf;rTx;Traf|E`M5yO{wkPgb3HfCaZ58 z)yu(mYfSU14m)X`ED$&B=zW4fD}MA!4SFMsX^8ZcPNMlo5 zIqwJ_jRNqHStWIjwxWuKf%3ozqwKtvdb9ANUxr&0m5puXZrqGbY`xYXmH%~&QV0`l zueb?D_(mwOaJFL7OTTxQ%(rc(2OfH^s`?0uZPC;#t*7X@L2>OQkMT4pl2vye^#FTJ zK=+`JSEzW9h~L-pZy_0xLFB9sr8~csSRwOeYo^ira68c$8{*J=A?_ybOj56N6d zNpjPG7C-^l)J?7K8XY)&=8lpND#zXe)0-2OL$Z*S)y-v&dO&t0~tzcUf9M7Y;aAcbA*wc`ro?wqceE#o8|d~~6kYA5aP z-NN8QHt|cupSHXh+He{M?7rk6)Vo2fo|XSuZ0Jw%pgTr|$c|=Gj@xGs<^4M=;>g z0ATi^MHdV1Ym;oQv4(ds;%q2t>P>7NeI69%G)w5vkusynVlkq(1OE~A!D|!0A!#@0QsqEaFDt)lk%SE@e&&DP*R{lk- z$-Z8$GJH_b&N=gnk4E?ji&=PQ zg}_AyXT*mw0SRVXiFMzrF-6(+xzGJiG}`^gt>3dUbX@%Ryk7Gu`7RVN#*pJRJD92# zR$Q8pJ>jAvubpa%xcN=io#VwA4lHDo^vY#3kZXD}p-+$D4Vpema{uYP`7G8sVqQ&r zlZI_f)QicV$X_l$*+U8ZaWf2IVT9L&HgqAm4X*Q)sIhi4FUEaW?o(!EDbjBY6qkt$ zeOZk%zb7WQFm@7qX@oL32ti#Ck&m?ROM8-|Ar{H@xBf%}KN*2QhXN3VwPojMTzM2e> zF&~(fH-Id%ZB6rb9Pz=Q@MkKBaTTe+E7QLoKqhiKolDazrg@+1lpFu<-x9apM;>Kw z$qxr=_83IHggtGN31~Wfv^nb((s0pcyqcfek(#S4Sb_z0hC*Lr`m#LB7Z-+|Jt7@* z`MX22-@pIll_Gf=yCpRm*(Ntxcc7?^@f$iBaJlVml}B>$U;3NsEh1lLT%{V>dt|i9 zcCb%m@^HmRv?y_NC(7N_e9}J2;DzU%QlZwi9Xp9To~{Tgm_bFL$2|JQG$UX8fQzTF znljKZ>o=+#VlRDg^8kQRTHmP5RdnB}6_2__Q&aKEE6q?DUgUH0xCOfz5hNX18MVw~ zY=5UGnegu3*V9TH`cgf!!F0wcPT4hOx)YQ_ud6d^P%0h!J9kZy7Y@{dQI>G$$(@#u z#pbOC9h`yIZWN z9)v4fJMb}~8~x!{qaS-%21KpPoE8hzxtETxm6bg>4lTd;jg+UtVS6Lp-0JHkY{3n&70(>fE|Gk+`R9Y1~yG*}V{mCW93S?FjJnDhgpUr?U3R+L{3oU|ED zA-U>_GFpk~k=3GCxvMlfo0;AkpC=Od9t3B^NZ+joywDwoXSBl{s z*9^$rEPAI~OP7l3rt>A0Ypc^znE21V6&z0bkx;;sFb$xF&fWE_dvjU?KGJb#wE7*9 zV0|J2bZh1QuB?TAo%`d$?-M3fttlM(#K+}Xy58cuZ+#Y7`%}N569H7jxy;h#F?#Ln zEH^Dwi81N+iAMd2j1K#)g1uTqQ3#}?l0GoDzv~=ARtH^peA5dp%Mo{Hd-EOoVUU!W z{X-(x*&?*#=2l?%i7`GyG^V1GvRaqL!FF8v1E@P3%zBzM7h0PD#nsKwTO<$e&fF7T zfZw@o{+n~b3qS2=>*mfO7cYs7Op`m)9BX64-oYVJlb9ZbF1L9BR>*BjX z%ttc}Sw$9m@CT>EGK0_KhGW-4zPj%p%xuP#3N42Ihi-$0to28nR#I(?^`Z_e6n%3q zjK{L23f|uN?z!v zN13HAg2PA@$w3XGz-RS{*mt*u_q&xFBPOW+ zWmjyJQA(^O`%PUpj1LpgtNi%)o(034F_9h~z5% z5uxr7Ko451e*`M_jt@&sGr7CMeNWi?DSI62_~Q@Fran8*aHcinxhfpR*OmwaMOdO* zjT6}wI|=zEbJ?`-?&-@Dpd#S8a~nJxHl*8V9=hw>``07Sa!L8iSFa~pA9|?LkF(^# zOVa6%H06d(78S+*l0p%A!65}mye&EsuevIZnX#Neo|%b0K9-jBc=wTZ%R!*O8SM&G z#FMvRIED{PG^36{`lmZbN3KVCf5Ac~YTJ_O-6Q_Hgk4E^$SI=;CJ`B>*o)XJVD82b3(bVFj0d%CI9g@{_da7xQE7?8GPLL zal~8cb6xevt7DFO&m9VF7<1-8o)m@QA%4X!!76pA105~VH(NDn6ZY7M_*1#_%7E!p zVYU~O?X@kGK_xpTiMh_HLGsk>?{X!`M~O`Q3oz#|+cEny0j!h7FHUM6c&j#PSl!b; z9fj*$F>mSU0p6DykZ8+3tl;VuEC5`S{u8w%anw08e{l4Xcky+7Gi_b#FQt*5do&Srd;XMiMEuMhN;Ov5z z6k1pT`L2S5QD9Dw3{%3;9I#+60hX~lI-Nt(FnW06#KSIqjs1Y9__fzWo8XjhJLQho zPMlAHo7XP*Eu|~41_lumo$`3$Suf6UN(M1-3b+%^Els{CPfr^f@&y}++YI}WtEqPn zJs+{pc{EMvW_n)4){ITxcXxxm z2Tt>kX6iy^ard!d8AX=QyH3`OFNdG}BQlA&lGWck%1t{1d~}`*6RR`(7uZ8c#6KeD zeOnoY4Zgq}m8#uFX&)`2It$e??jAR1+wyxbE5wjoem5|{6eU8fRb`td> z+Pv+Q1)j1dIbn}EW9_Yn_vA;QC4Z&d+4RC$ga|Kwbkc!@9q7fMC-yiKPF^WVIy<9Q z?#ypbn;u%bzt%`jmFK762Y&}s)bJ8!7|ZPbqt#GN_-|XoJM^S~1M;OSyFky!Be3pK z!Aos-f6ulgq|HLy?HQyWands7@AIvR5|uNho7>~kihg<_-I>-C#3|}O-sfJomT`BM z5B&I&=Wmr~r|Vq&kEo()Sm(_40}q{ZfEDNGdy4GfnE$6Cu-F}xDZ{Ml3~9Vve(vBi z@tyxKj1lv^$$dK2*)hP~J%Cv^#^c_R7)iFQvf!@?PR$QGhx)-(Q|TSBuEz`Ocpi zx+=o}NG35;wg*9Np$dpErJ+1r%X*W0-oEOtivB$NPkua)!axfeU2#|u6Rj_AwX%OGtY}rN<8UX6# zqbX<3)d}P-0s6n9fUp(qF@idZZBKgQVJ?5d;+^=;-`(^p?^6L!@+=ycE`yi_HgqDQ z!yS_%6;xUI#KQLK9h8UOZ{<2}Pq+1|o8R(Rshc|Wt3?O}^fvguEWP?2MA`=Y{_u2| zSQWMhke|a;{S+5wm*lG_&h7YK7A+e^ocE1IB%${pjyn@O0ri4;mW$=>_VGPm`NBq5 z(PN@4K;RU%J!ysN6dZ5ShFA@`4%2`2WW40$_dB^m!CW5l@Xo?N9u+bv`BrKe5t zsmT|kmGDjl6%n`dj4%NVV{QgcV;)-nULjwA?3K;NfQU-0e5J!RF!)x#yoEM7w)cZM z*%thC6EOHNoN`gBtJ-4;jcF4nkj_;IkkI6AiP~GRv;r#a*y-$its9;C$T;5pKCi&d zt5KzN`ne=Ors!rBA-4GsUFWUTc7N$!@z2j$u`0a4-gh5_IWoo<2mP>gV=OI}a7(6^ zIGkm=QX2bmkRsDL|LRz4D-++1`+>Lqq2{2(g*qY`v~`4*>N5;^eWoNMQOK#ljDa%h_T8#rSy2U5e}>#JtJaN02fT zuYYdiLwoiaa*X}zax-5C{9fR9VUhJY8fw>ZZNbO1HkM|y_R89$|6}C<5Z@bMbqukH z4jL8$&xBtikhXE#<>yY^_idB*=0r2@_J(J!x3a+_FZ$qf(x*%WdOOIiumyOv?7JJL zz$}!@UtiCtTuRI$aP@A7%-(ec$0lv5crpPQaS}dE<#Y`N)1|^|`+r16Fw>iFwn;KM z3_{D$o1FfCM7qhx#rx;LpLs1_j%8G6=qZ|^ zb*+7ltQXM4H*{+&L9t~W;}>+lNfF;Y-YjYjnGV{K{Vqu70frU%a zdYBa-<@)C;aHiqc-%1I*cyor1D0VmK7-bA}vea|+WL=5yQ2N=h4NhhVz(ru%idWlj zZ?ig;p{`mLjyJnlJn8nBbG|UqYleqCEmD>zi#=OdA=^RFg$WRzVNJt*=TMmCNc)g7 z{S#G0wZ$(=iYGg%{KoyZqi)CGdC#@e6-Ll=BX=RMxxPC;w8j0R=pVd(T2N(T!gDTs zVDp%U>_E~5rPHp%rew|QP>BBfju~uTWAfrv%uC6ynlUA^438x*{ zO6Gf>ed7d#05Sa#jZvZ5wkT07Vr+Yc+_k^($;1a!|M%zU3pPCDD)VvyCptBfhe_L? zYlB+ryjsX!-K_rr@{W-LiFM&-=eY6eA5xj z&7WN2X=$gn+TK{Dg*rjX2gd~gw&6YZknx16N!aZP6!xeCPmuo+e<7ijti3EtCYbcx zuVQnd%g$P5xNbn{>X-X8KQCpiywy9cvtHPuSlS+-qc!(x5Siw;6Pzw%da>M}5-59f zci~EIM^<kftLZr$6*-09>Vw2x zeW1*|^?;mT$!8Seb_StJmkqon0Tl<(3-Fkg=| zEylL*Upga0LmShJt25oU$cqU4W5ONQtd}^ps08B;&H2E?#pz?hJ#5(5Vzm+$;mwB6 zGRKb=tsFQu+FN`qWmM=hElc7}JG4OSc4Cr8Hj%=WJ#oqs{oR?brW;<2vIKS5{-S&P zAk@oDKPBXwiDrTsjCAZM-`uu2YF^dXLxeWU9PvpaEc^YDb$cX?1+&!^MNaq%gr+oV zJB33smlkD0POUH+3ap5p^xP+y^ly)_Odm4Govf(G&#ndH6~cdWYH(U=wJ=(D>Z`5? z913tyc$wA>yH5Ge6%-Oku>pOa4|Z!@Opn~5QlnDhmRo<4e70QJ-zscfSGt`hQH1r~ z@L`;ap?;-=|5Cl1bh)`dX^`<;Ibcn09sojLb_`=meNA8}<0g+8VfG*ar}`dcb}MVB4j)0N3v1Ci~dkP{iF z>l*r318Q|NQgKZ*2}TC@;T=BjwwC(JrD6V>h;H$IaIn4f;%?imnglyq{pzSBiSmyf zZ_dh_lRnIw6w*D;73;?PZz=BpyD`=5gK^8UTvg68l;TvnpeO~K@2}f>?5U2B_}5;2 z&@D(DfYWG3ggu12<2`28>dS!`K@r{jO!wviIwl%Gu@OKv}_20RgW(TmgtDrtvsCKYx!I7Q{56jD=fA;{IM z9`{T>(eEv*d}<=G$+|x`!+VkRTv5!MX~QbwgF@YO#}QJ^y{O9EGM!h>16(l8G{Qs7 zq=F3M-VcbVh<&=lHWMFL5{$H>VKuikk06b2Q*y8TgbQ|@Tn_!qe(}75m<-!-X}mHw z(`k1+YKUR$i`=g)TG-Sc(HsPh2*eg=?uw}B$QHFA$0C_8iPcNb;+u(myW&D?5S0(F>jf+l&Q=GC+G#FWI$t5^RUA~JfQIPTq6&f2n6IDCd>Je(7kGYy>%kqsLu>JHS zBHqMyoEs}tq;|HXxWFgeSRx$>q*Nh765#si?MHHY6gSQ)T$o39v}5}4sIUm z!$mC`O7H;7Pa5|?R>9=gxnwE0F;lq{JA3jQSK-#k0j_@1x4_oU8YZ>NDUMa0^kWGh z;3g{N{Lhg5;SG4au|&zBm`${fZQ3&JQ#LoJCiAe}3VyUdv*xR`Cz<8Yrg7-ae;mYU z&g`i@ewe3UL46JAom6y;qUQQYo-S=XHllM84AB`_=NI*xU6y9&7}dmp`xZ+Mwv>QP^nkQ7>s~4-nQ&8b>shah||1GL>kzS9?GbzXf_<2|8{A%mY)0 zs4>051`B(}7Kyf{k-XT?=*_FbwPw+~E-H61>2>aFkyvAZ==+-aN9;H>CCpO|2jxw;$OM&paVJ`ni{ zX$E$ozm2Op`9Mj+?_J7Qr>Jq-FBoqvkfGa6)|KZjCuglSNl&m*{@@#cDE!lQ?>{9R z$%UyU+B2LEudk)T1>?q-*-cLm3l4g+2I+S=htx|RzYixX@&{8%AICZBn937SAo%76E z-!C~C++vO8ljh*0&|si0jRu8edp27ZrEYQCHMsUVnPiE%7Al5lX;Uk$TW)2BWTWhB*>=pzw4XFPo zb7}A14|<{Z$&AM0SkQJWrtD9`b*+2e#T4)(kEggW#XTVEz(tp@p@O|kOh#^APfoa_ z1kIM#gy+mWI5)~JDX+giyt2t*EVJdxT|Q>EnSZ|CRO_~DP@$G>dZM;^ptgoXV7SdZ zZ<#MtI9@5lCpne$w` zE^e;|WnzP&On{I&n6Q!B+MU04f?TT8cmHvdPW!8S0XGTl$*ibgu-7%6FQ6#+#yRDN zHp`s~8}*@A6TA9@PPQsS#CjJ0*=Z`Pp=sg1X_;Qih_Ccm+MIf-wZ*0lsem3k2b9h( z4O=Vr{&cB)oEKE0?vaiSN*Uyiyqn|QbIK0-(-wdS7O6XZ*O6iD_@=E+wKYqqsej6Y zUm3c!=5`t!5sWOAz(#)+4POX=;Pp@jR5yQs&!2tWKN|%VSmE<6<#h%*a~SOsMdWXp z^A6w=+vxH1S6~9;*l8U60n9A%AJMC(z~l-p-5RR9EvxRtjpsOq?DR-v(n{q!1jYn3 z+l>C2IN03=z8P)wemcMF!Y$9C0rU!tD|i&xmd&aCaLq_ww6uB{=#)@hQJhEGPS(Z{ z_M4Lg-;P>12*Ei{OH+d&6Qcv)Rz_^5Pblt9`6N`#b*!EwSzLDCkV{{M1zrLZVjtp4 zgkaqE7WoGEc3}yWJ8~e~kgmO#EpctSTwOz&G*Lo)d)>d3KUtezhR&Gp7b(KT`I}Jy zjoi2W+O@Zm#wk`-EaEesbY$g!du7|{=jI8Y$Ze@7U!UQmPhh|bAd``Y z-}Pj|KjxR(;aneN4!05jidF!P-X*)~q)Qg5WUhc7@_*RT-zl%e3?;jbaqF#DxRNkhX)o zL}}+}1#~z}n(zo)nM5ED1&sBaqD?>JfZ|V2KR=&M9>;gI&dSW5fRVz%^ymKV(8DQ) z9@-}o0x%%D29V#L%_tObMkSYy5uX1eiim1=Owe5|-d`!hXKBQ7a%5;t2%*049q~3M zUJh6eseIvy*o(c|x*=D`ba&Z20G=Rk0&8{ESdU;iOmM97j5;pDhZmqSxqqIGpltxS zgiOK8Y#!bz3^OIsDpMXo7Tul7;Qj1o;`r`#n+9dpjxjizXTrU!y?%f5z$#E>ZN>QK zxC-00zs%(u2Nv=;{r6AVPdkX5=i9COZA58@^5tZ$yX1=+KqWqI z*A$MT3b?P${OB3?ZIF%N*63^;uKD`gjiB3QMmTVMUI`DlVQag3o{+aE{?5J99&%xK zlR_L$Baf>rjQ{&P;1Qz7bRA++%q&+?oc}``97tFP{*MngqwSbNCFLJ#82?TsMO3SX z^vz=I-S8Z{wOzgZS#miGbma3KS`l|g7WK8w|fw>Fw z!cZ*C^$O#VQ1-ZdvjK6-KquSuUtSTvenh#vT3XVk^NJB4 zZVf^wAm70>OJ+yi1-6dfvWJykPFJ5N+V4LkKTvNH*>TV>D0#7*9`PmjOQ%TzWfhuhAAL$MUUnIU5rQ)%PSc#u0 zU);eROR6W5yfz(0RBaGsIOQjOElaB!nw(a*zWK_Nao{TpM9{H*BL9s>*jfe}8T2 z(c}7S+4S8E^d{3cK=#v6{Lili37siQ4rv_k4_@%h7*;r|Ch1L~5Ew)F{6g=_ParX~ z4E~YxHl`2gOV7-RaX)P~p0ZH$^lan*?#jXK=&EAIax3~d6Lks`G{j22TfUNUYxYf+ zaBLdv+2q6Q&!&>i(+1Cwj0-dFS=B+){h>CWf9P%3Isat>y2|H|GIdjBznBYeDc18< zga%U}q4usy2Mpsse#9p%NoEp?A$Sqd1BZC)Fc3j$F$8$3SGG72*eeUxVgh3ZZWeQv z{jmwh^Ux2QNC|?!6QS45y7>E2i654vFoYq^8;EDN9 zV0kt1%+w02UV((A%$cjx@ef*Q1k>mc5-@xOMtWQtK6Dky-4P6aM%61+^9hp($(U#3Mg6F_uAY!CgN&# z^Y=p>cU_p44FErSw7X^Puxhul6BLO7Rf~2zQ7Cu<`UB4gtmZP;?Qj=^2aAECtD~Kw z(M|QG(Bjrp+#1UPuA?Hk<`7}14wfnryBFs1g^c|o`maH+RT+s9OM;ojtJ1PRKD`t1 zcD1ITv*~mW+*XVindne%y6GZ%?T76r;Fo>}Mp{jzY%U#qcVey@D}u2pe3F(WCO5~~ ztoW=Orf34ASuWVofQafJ(WH*(jm7vb7}UP{(?TUn8dr8DPLOJ7s5hJ#R%v{bN37(K z18IdRwJ?u}es@m;?$RLjjmD9z!M*{Iev*u%zCKu)Piq^$2DchloLQd5C&|w`uzPI# z%wYB))ObtWUtsdggsIOYMYV8XEKwRorH_8f$OKqcJnh~nzCIIz~Q{t?lGS8MKO zZCs}+-6AC(#T9b=BRUk;y?NN@^N&dFO(l@yXXbf)Crgk(4?L$Vr=tC%#DiEel+1U= z?YJDyF3WbM(DPVn3Fgkz4kgo}mAhjQ&Cpx!Df5T3qb?Bz+{C{La$uciFRbMaC5w-< z3PN-ru}aU;Lqk$-O+BzN zTJ1GkHNka#f0R9@r!Izx%P->U>z;s#)kbKL~J&vx}{zp z=8!#~u@6{FPwC@tQFC{5q>bqjA82Jp=nJkT;mzR~lfB!S@_;*whM41^N$qhSEnvi1 z9WT?yLT@N~tl4f@LOS9$vVSCK2$29=8XY+HjwIre%@L0G?uI9W7R)>^&Ve9nBImjK zTYcKBAtj%m_LTnK4|%DLI-(p1=H!<-+-W)eN3>_!&xejCFqA9+jq)r>9kxEX(s$c0 zT!HZ%2^>-Gc>Y1)0Wz1P>>a%J(bhjAfwV#x!*J8)9OQ<*YGoa?!0caJ{J#q&9bD%z{UZ|Q$HIbucU!n` zwb#(R8yF1%P=gCsW6?W4mj6f7SI0H^hTS8Gh@hZ^^psQ(P+DrDQc{X^jYb$9(o8`* zMkq+Dlyr9tq`SLENenh(3^wNP`M&S({fo~>{*dQ>p8LM9>zs3)W1qJ5zt2G-!Ne2{|P>g=&f;5Y_aSihksUwXdt5jxBZ zJj02-pJ_{z)+Zu|*6)|eN)pW>Z{!_C>>QrNQT}b&sSsbA2P9UVV}WEvf6a z3=YN`au`xts)@3{Pa6FzFx|!oCeYihrG%`Z`96UyAfd@dMk+?eAAL+rRbG(ijTD~T zBe{-gFY{}=v0ZC7bn<_P01YbYBa!{T6|ye?&R9j*T5i&Zw7ArQpnl4tUBA7S$rd|k zyna{=xzu%!di1bQN-WF~aMoN$btU4Ov5;x8PJUSxv$6Vl-Oto+gy%bHM+CWIScfiw z%gsYF6l|+?W6p47EAAV#s2!Ls_xSp%kkQO{?fiG`>H-b%mK%FlXBVuhAox%<#dBPZ zu1|FJ(19TdEiCenYYm3xBhg<~G!5E5b{Eyk?fuI9`5_%X}l-`5Q%#%WdK$qz2r>{u~$)5eN8Q zlg5e!Sy$c+chT-$nt?0GU{(5UW9_hO1EWf`B6T zr+db!q@d9K4q>mN2!^>N(MgiC({2`G(Ann$cHG;|;vu`SJC4D=&QU<8yY*Ld)d3 z_dzz^Gk_NZv>UYgYfpk6PV-!3zs1}rba5Yef$tn>dO_3bExj6xSo?8*A)qd;w_TX( zAfC{@qp|021&m-6$y02Pc^m%U3f{fS(;^1`&w1igaPW@=Q;l@#1YbA%K)g4>nXZ-o z-ZwwZSWAqO+O1ef^lBP1(welUOrQtykq*{3crjYR0hG{NuXT-QQ!&)?)_`2 zgO_#SyW&CR8{kmGGB0GC2fQHF=5#}^B{xSO^zxeu{_D2_O|`Uplk0x-1=DQIA0;wn z$)y@J<~>88WkXlDaZsRJ;`O06<4wgxW9?>7!+Vds*l!T}z5r?W5<)QPORDy4v?*jx zzo(*D5_Qe($6!1Q=_#|8>S?O92rhIcnh zmlnfLnCGI4_^oDRrE4~a&po<>99o!1QV7Gx|NE*>87)+W*Z*fB1NHG%L?At-2iU;z zPz2p6oKCTLmr)P900}>G0(puU_tM&0%OA^-5&xFA!R)l=W_n-Z9@=5(dS-#fP1Hba zVo(1g>Cu73qy#3f(&ohIrN?;~>G>!q_8$ppSsULx4m+rhGhJ6>Md|sf)Kq2$7gzSO z^@W_3PsP6PMW7)&Xjq6B1ZO!K=4YFpE0|TBYnG3&VM2sGB5$#Onq>6wGpk|FHHa(4 z=LEeLmJ!(B|GQrlpA01aBT4ZBqbWJ&*Jn*svI~482Vemd=d(l8&qw=^yKqe zD!PD<6T*)>0scl^KtHg5x$<)ZG@sKxlk@?zS72b^#cCTYF;hl8d3Vb}(R3&=v6xxL zo4q|Ft$pGjiDNnLQEzaNV1PU>6W|^s*Dt1mIR3)#gy%2yRT*pD?y$RO@?%O;l+ep$ z-Ro5tM7;xC1_}T7q0`_svk7>h2mYi&%=X-OqO~MW9NsI_WM?u@>zi(Q;Zmkp_N`cr zM(Rn+?Am|D)B#X)m-T1OVs&v(i{t8&z4^0ohm}!*vxNHvL@J(j)E#{HECLu@EjAVu z889xM=TZBi{b;KC>8p}MOA;`Du-1#)(q^}I&i0kQJ(+y+HFrYQ*1&eri92zt*{LRR zZ^2Y0*+!LjOY^@AVP*8T@&5kD2{WjZw@bx3H=F`&GLx5^FtqsjI)_hrGRa@m%gR@kkVfe6y3HhS2OV#gwyi7)|kOW=z=U zNvQ&^Fgf~~!yl%z3j!rsYBsc4#nLXaQoo(iH*)-{tjT6Dav0za>Hjb<$@R*Wtztx4 zw|=^GJ<0m-- zUKUn`k+P!b16DN^F2`Q4-_0RnE8&*$-_LksqY7@!|7FQ0(5E1sOWo~oF#I!zS!vg= z0Kx&$s+Ev(1!GSA4AD{d=zq8XXDflhH@35aNMxV}UO%VEO z0#&Qw&JLA)W2;hQDm66r=q+lSq!aYGkGLR+KHQBmQAbH6)NtWZG4Wx)$fa(ukMkpQ2aNzjy}JP^GZ(?;P_x2+nNnvK<$%%HrkpZ&TBEi$Co<5fDpaS>*UEq>fO~t)@6s%&$8R;%s&N_1 zYAU~{65?q$T}ppX&J}C~bYJGNccx)h!eMXwNpq8Md~Y(;#tQM=CPdB_D3Pif36IWt zg!96%>SJOv`)iVKb8_z9J^rQBT6>G;T-6-Rfg zD@~1a<*Yq^(n>BS@mTMEN4>hD9`!X>8u1ian@CxrZm#M0(DY~&-~qhTNVIJh4q@5w zfgt0;%bs+|0>yNt)OFG8T*p=y`gATFSSg_KDlCQivOKwB|2n2Jqp59l8)VWO4vU;@&yk9q$!l1DQzVIWlxg*y1aZn%2OlC^F6v7wRMrLQO0hdD`l?KNSyY8h&$ zn<9rae=AMLmr3en0?k#0V2=TZPf-fiFZW&vH9m)o|NCEP;fq@|>l$i0yc?!Ez@Id@v^;%=ms7yXBX`o8vn z9^* zIzFoede|D@K`Vv|yLXk>au=^nfS-1}KfMdOEpnGtoxBAPtJiT()_Pz2 ztv-lTRTrsxuz6FcCoZt^+L!L6jCiev28mt$EJfIY!`g&#vt_qwOmX^!K*YOrRw2E& zn-4^7vNqFs^z9U9@H6_9Y@2ae8Rri6t;R$_>6Hn-_(WhJ+$_Kth#0kHT^%j^_ zYymD0sT!c><1F54MBGruJEAX;Tb|ubreY?_d3k?I|Jd7e&h<)j_d8edHy~|+r`HR3 zWKW>;hGI^TvEODp{TXV|g2dDkdu)od7_`vT!C_qEc2xhi;MP{x;A1P!>Q7Ak4 zcg6K9(b413(w?6T>z-3i>s*$9jgH$#u&?#USJAqoA=tM2fPs@%s2{i+OpA-|AxdE! zU2bGceEYS)Zs{dR>fqP45R~oWQM|GZ4X*dD8Wy?A->pAvNX=SBE#i3yV4N`i2~KSd z@ddE7J<>*phYJfIaZd#(%F=5128~lb{QM(&C{94YHc%B+dfqp#QMBhC>EX{Q4BV?- znEOsZmk>*QzEcFH2#X5^$8rR#wPSJ}HWM6UlbFcbIrT2skU)f^K~9mcNdsiEumM;=c6iLS2A7H-+v0=IUMDFk{tWXhj; z`I|oQb)`mRrhwWcs-#q?<=q;q#w(zO#9J}fS5{36m2M&`s$YgU<+WhiuP2dwPctQS z!w-D%mbkjT4W$W$ovH6(30D{t??IOHhv#~atA4zaZ+Q&TCHFp+T^qyBb4FoyW4h?B zj-GTMJ581*mmrwCV0SI^V|SwgZSCgWoNqIEaRqwM-o<#&ToC~j@rrRAu~vnsvMr_; zgssCF=7Hh!gDMfPFf?VI2C+htb2ekUhxQYo^+?xvnGjPl-I?#*X;qT?wX*emc z(C$h#E9@~ks*poj_M+rHN755%r%X=B5GV-GTKryI7LvA%=L`brC)=#xj z<%|L$exU&%BXU^is2fJBv1E0X_DMNJ6#AgjZ z1G4d(j|c)OqEUrmjmsgKMRNyY?2?KhFC`@xG^V~MKkrY)J~6Xnz4VBD0a6sVGzQ_6 zgfpE>1@(5Uj5O#4Q|YV@omLjV2YoBvpb1YakCO$tVtdTx7rutmt z0r~moz6x${xTtFOH#BW2?aRB|adLBCvf6hls659Z`YVU1y>S(lRFh|p?gIIfvXU6^(> z`cP)#Zm&_$u&A=Ovd$&d2kcvuu1eGHr%UN~G({&W$~Nb`#tud|X;xMSO~1m3Wpu=8%@wvtQ1(Ddeg? z%E;^K4!R{w0)JCrBavxtT~}KXEHdG^TH(xJM7kN*@RnlTNZQC=Un{-2KpnIu{;q)0 z=CMpN;YQQ_(BT0Gzknp;k#sWw!(hq$7Y|NM>Z96Nd_;|>xtnSy%D6&DUYf)ofZ1;C z3vrHHc$rFI?dfA0zgtl(BpR51jnS0*>*=VSZ~=^%U;hc1yThYk)gS9U%8j{1a0}bC zhtk*VYyr;drTF16o(%W6d>K_L_??lhf^9aKID()Akn18)aeps#-X0RVa!Jeqw51L}^|AJYK*y;Td- z#1*a|;6}SlCglc218UbX;-)IkZJB&jyZ@w_j3u@}noj-7>imScgnOPy+@UXepNTBF z>cJ<=13I@3c3Cj8)iTg;5V?SpNABN{%Bd7p;KR2|qvVNaC;HtW91kBVcAYi7+2ywV zrCoG{tv}Cr!QAl!!Hn`@_}9n1&d^;Sf)#M`)lO#^b>LZX*D_B3kwmsO{398w_50Rh z5B#dL9)Z6_>@_1Z?0v;i?ySJxZc)5O^g;`F#2{CXB?iIhtuP?bwHf~=<^Ka61OWO% z*Q4n0VgXv!n2)XKW~1@i+l*V*=_8X%%GdfH93I}Gk)OU?#sha`hjAOn9;n(Em{#bP zDF)x2SLMBu__K~3w(%i+-H~}q+sK4$aTbmQ2s;xV(|S;)aHs!B`;y7xo0nJ?MQgE+b8eejQ2I`tsJ?Mct>UPcjLie`2shcWS|e17R0A@R zvM8s`?@y*aR25{p9^+ah_le>3yc6|`NF|IOrVhIP-;TYESGXf%3vuy(42PO%ZZ`UVFlE8IK!d=PG)3SW-tXE|CaN8eT#3k{2yEpS1T0)lc^~Avv-jepefv-puyjEZDP89)OOXnc3dA@JIVJZug zbDb?kDu40Kw?lHcM90}Bcj$D@CdR4*slVNCN-_&51^&Fjel@G~Rv#t%J`r{+!-U_S zz9t0f3@0-xbC$&H>m8QK>bw=z(9GG48Z?qBL!~;R;~-fVVe9 zb{AIbLSS3{-7Qg^2Q01(@#fQI?%~I?2j|Mo9`_`1(Ok|OpBGv>*JrzgaZ(Vy=4v$J zGk7f=w4CO@B?i%BC z!DthB4G}~fNP~A|!#N~ym40I@!tjr#ofg;0S;m={N4ER>Wx_2cT2I!156r2Qhh=!B z)Xj-raxf!?jiIiSw!Ogg500b6!mH$+l=7QN@Cn3NG;8+VD zzz4#KlrCsNC6CWYDlMXYp;|}4Rxu3v|5?|s)qXS(yZ?FZr>nqI0eMrv%@C{_V2Tls zt!Nbkwd&6Eg}j{*id5or2~hvF~ug8>2YB-u6sq>qNnq`)jMAJIy{jWS-%w zb%H(8n`wY^+yEK~yzT%@^heCNuD%l=14}ANWZX@oi5xCiEC+J2N~Kx*+J=3}7kr&0 zBX|^2AG~mn{r2R>otsyhSBZc%Gs~h7%-$u->uW~F_PYXkV+}-Yo;8R zZ+EerKP1<}O|;9_qm+S%LlNXFwLi36dnQwU%l_C$U$G8NOt+47vLo$u{_XLF{dsA# z@sQ&7^2-f&ojXuQ*maZc1gGCM4)S}SeCT_|S`_HbbldW;z3+TFx|>E2G+W3@n$DsD zHjxi5lp+*t0cQ+Md;B^LK7Vk{;?wKIPo2aIij(pVEmk!_)Io~KvnQy=QDF8CIIx?7 zxG`p*(V)&C%GOrH2Q%W6vUxri7B64)!oEilA}|lR{G~UOxARr23;EbU#m_aA79AMP zu8KuIU^22N>cpSBrc$lWR0%+^qw$RskQM4S>gFfHG z*~We5n7hw6Cj5QYMj9T!e%Q>Lv(7Hrr9sDZcsgfL!F;VQ=H!gw;)uSzjKU4_F=()j zd#YAze)V;0Qz&;7PvU~|yUdc<4)Eu4H7f2xZd*T>@SKWi>koM|2Pn1Q3+F=5vYq{= zhdut(GhW(Zhf-!H6j+&7d~#V0;IJUD^u~6WR<*Lny^=_oyPuwu_~`)~q6KQdHfV3v zj7GH{1JjwFe1gYyej8G!gyK^9A0BDlSKk}eo^iWBOM;TDdV~ZAJ|}u%ve{0LFm*e|+M>$Z&tTjvCTO#(iu_v1s zDR&vapkuNkeuj-sAk5GJirBN+hdAH_Un*LS4#PH$^(W7i=O(zGkn&KlR>yc3Regyd zqC=PFn5Ftp3$3R{I<^*62&W23CIwxv$R_VUqc`{D!5AGahRiRTyR7A-++Xg}e~@XG zpMJLoJ&xw8^Om|Jn=Ir1<$W>(%#=rXEIP-m0#K_^vvB$?^mtDOc(e=XOx zX)7Yt{lZR)1JNQtIi*UL>8}Z8cr~bE=i0ejQ3tzq2A{WDyFL1+Jai_lr+)pk4#OAG zi!F$HQ#jA1^er^GqJy@8$OkBNW%J_lV+jDtNkH4BGMbOT-tj3zRz2ymsTbhnSSL zK}uo*n-sn6C88a$6B_sWxMUVR?OY$I#7I=E1-HxsQq%Xd=(e0dw9B6?UQ7TBPgXgG zsdS`LhF`hBS7PXI?~lb6Uj3h>ty#-LM8*K`l+Ll;Dt6Ic>^~BRnjP9j$RAg9fsM%F za@?ldObdv3s~>HwiyO}Mq4<-<+7eq^%BSBnrLWm!&M7f`hplo0N{e{J$2}{=c|R^B zrYs;9Zxb}|F^Dz_kNt`B{ncr;UXD|-nFvs}VGC0^@cJsaqd{jEZAev~l5s__o{jPW zn@t5!mX$|%_5*hEk6J_ctoJ-V4XzeG&|g5H-y$e*8*6q4GWi5~JPRjl#J3C z@AkJ7RTYTY;hFxXdK#+XD}1nwzk{pBMqWj2H4uK2KA%NqmJctgL%q;)-L(>-yrsg&(=!0oS ze=k_|8sl3jm!@k>NAZ5MLj1>_H7;R95wP;ktT=>{ATuQfqE-;|b`BOO?oIX9q<6mN zbMcDz;Oa%0Rl7VxgND`H$#Tbnp}Qg~?ar~f?_(<1pGECDJ4PGiPAm_tZ$czUl*YeO zBA7-s1ty3zK2m$~B(uUJ3EYVg&CkLry?s1)`#Iz=&GKi*w@kkIHiM@w3x78Wk6oN7 zp?jlF*<~T4xiKTD@n0^~eK#mpL)52ov!)fNbF~$oWTq2d?xRR2#?mT4-8G=$c_z)4G)<5bwv}= zr8I4`=X=#tz+&@}R-h#3l>t@e^g4^Hczj=Zm=ZiGa zWgmI{7DCYuH$5fUAe(4X7iSJEf|v}wu4LQD%!wLpNf|Wf2`uT{q6mg+irFU2hl%*< ztZ1}E^vmArD(LHSFPMpbAWD-p{;-lfmtu$gQ(@xvx=PZ!z!KDX^YkE8tUmtWZ|6j| ziwk@A91WAx=em%&jZ#L1Lfv^3<8!BSmQ9(M-)1^~dQHY^mF#aTERxCUYb747#aQ}V zWG)>@5%?Qx8%3lS_hjxaa!Tx<4$Hq+taLykXXZH!&ErKq8X7h?c6F0c%b#ro65?;} z@r&l1`S+VnksXKqw)|8aU*;-*xUo19_im{WbH69SM|7Q7i)2QVXQe+$=#xjg$J{^b z-GNX8hv3swJxn>usx;tjTN15(@`?J;azKBZ4tQs#4Y+QCBYlQ^Xs~)SwN(CVDc*6( zXvIm_j{ec9QdbyS6+*V`W4yLfkGZoOcjck2_F-%OeB*QA6mJRN{e@_#E)gu=<=!P zUAJB(aSycydrpzQx0g5Kg-?Flo9HLbXU-Ht1An|Jztc#5psqO^W`p3wk1p}?KEFR}Z;T;j@i^t9Nh088G2o530>Bu{U>FXRp}^3OlIdd>rs%pJ{R7> zXHXwhQQnj8dzNajM0kW@bB^VE>pA#2Ch)d>chNvGJ^>iDrNrApy1nuA1asX!3v_)K zGX=4up5c`3F$J-9YZZGJ=$0o>$s=ZIB(G*KL{Z9G2 z1HIq6>_Y;wBUx@KF(27cu!Tqb<^b}HN6T>!z@6^^%`JejGwx&0$>+0;4Y|xD5=vJ; zUwS~?mvCwwZLH}i>EToO=i}fd=OZ&jG%aA9o0A2bv*iQAqtr9%iHfI)PEa4p@l1eS zi6?nxi!EN{XO;3y2~SgBGYea=FH?E;nO4MoKjBE;=5dznD`W?A+8IUE!;0Iv4# zX3E!MA+U{=8(A8ua*RUnc_iN2ph&uyg*$-I%B%Atv-%u7I2*>ib?BP+=K_tdw`YG+ zw8_j)&dlmnJrEWtM_A#ef8Pq`kf3e^gy|U{$@T14c7hFpdfT3%uRc}R;)Xpu(=L#{NztC-XV< zdoMWsH96lzLj=QBA%Di%T)%8}F^#L4%Q*68%lclp`Xd`Ng;s#Kj z6jX97cBuO*qL@#`Y}zl+ z^xqxsqHqPRI@M485uckgCKwjLqAgfP5H!3nydposwDNYP)yy zgLIMBxm&mumCipBecX)tm4?F}s_F@TM!ajy8ZcqF5mS{pIy6d3+&zDHV5%R^-9iDck8hOjBH>aN@ zBDvW$C$15_S|5x5Ft`k2Ee^WfTJXJ+eVxpS?4;=aITA}SsG)nw_a!6vre2?XhFgNJ z@O{RKZu+uxj~I?OSaFE@ldXFirsSx_ zKnV9akc3^T z%~j{l-}O}RYOOYEcGTTRV~zlQv!jH*s52HVxzHE>WYHnj%N_LX0{m=YdYGyJLmxqW z9VzCaVmxSa@8*cX#;o|sEP-Bat@XS|YyN(35X)4F?DET=8M*fgwGsD@+?6tZnpOUGc;D?SSQZTv7-S`M7$3r4{S7RV<3-M3G2s#757{b`_)^^SlHW=fY-9v^ zi8vMCLnh!-@l*s?K#XR4mG9{iagUN~Lg=IbdP5-u`*_(~9yb5b1pl~vF_Q&+2P$m| zoY2MJ7wP1T|6qlEHX(5D|) zB@+^vQJ4{CHEJ>fAA9i%(8R%Eb+7jPNP`CCr7Spp<{G6EBwd|vN{%JVtnt7FL2oIn zQ12Nm9pSB|oQ+v9P6pPC^-IedyXq-1-1>#!ru};lGQQ<22Sm8|m9TCa1>QvBrQQ6_ z5_OS(Mj(F{qNMvyp@-d#Qu0MbiMg$M5SQ?8Z0Xdu2sq^rm46Tzc(`;Ul{x5!_ZZ zzulZ2;WyH@O0$!$@`P_9PvhmP1%)u(4O#zBiq-}WM%HG$aIJ=VQNZBmc6dr=JGW%p zJO17&wY!hA(h~xqj~#$SI2cZV;!BGHGJDdH&;#BCJ)v03{t_fe>;u==$TN?X zZ$`f#=WR|ECuxAcoxI&VWTQ(w_&v~guy)SS85z6d>7q$j$ir0ppDZ)Da<{IH`KqDC zW_?+DZ&Abyg-Cq-@|VWVo5!0RA|0w+W3zK$v>GH7#w5=|co1TWOAmB&`2`Id)t#I; z(mqM2bIrK-F*EG#?j&tJ`FjfH7S|IC6>+PZe?Pjq}A30kK$d}E9*~>1M(sE-m zN8B}~81RB+K2!>5$xtysda>)xTIz{cV>LDyZ!=AZ_@=e_W0paYP7VtL=R`TZWg&Fd;`eFb-CH_1q3)V zvLAGOkFi1=mw-NTuvMUYJ5eC539=_HcJz~}cMRvpp6%>GCu$9hkn`8Acnsa;>ZxaY z^rCm{U0_q^nFa%l%G=&OC3kFaqjKX|yi-f;2>jKWhx9YtQNNNn ze<_Itp+LxDT{6e|X#RK^*$>kjN7wMGa^ZegR5y-ZN*utGx{9Y$3YqFYy4CSM-|xtG zFj5?@QRA$1SCu0BeOd~oEy;8n<(nupS*CO`XmP2fFR@m6mVIQ|JY8a8ZObQRYr=6_ z)nL$X*3e#<*m0PNksqPlbbFWo%?D_MKSZS7)aVgoyLvRH$FTC(;zy*)B0)J%WPHoF z@;FiRX}IjAjy}XC!q*{=(q#Q>)a%%sTa`Q8TTvOb4o2(=xpzNZ59!+wXIp!?q8~3B zRW15~vBE-rDlQ?QpED`!awFkL8|Tu^0h*|NbQqwJ6Iiyaz{xw1l(lxgJ5lH;R;KH3 zYUtSAwV*rXR?oV^NCht}^5*#wyBR|l%5AQ12!vjw!6Iq^=>5a{Wy3#(^?3Pph9u_a zx7zIr3d_tzRFsesJ2#^LO41<_H~~n^79JEH#N6@GM)X-z)^&?>d9(|`lO_)s?&J;t z16lw(yaZ19&-vYKaj|u84`z1WlpU9HqYD~rflr%6&=LzQ6vb(edN@^jI!ie+M;J|Q zKvjSS5DJH$csXW$waNF4b$>Z)`+;aPz{FKI#4oYbO^_@2t#gjN*$64j=WJB`pAw1CTS)kF?e<0TP$PuQqSUYh5GlEK)19ss@*>kPRx_@s@p|>ykk6z z{rtXsSMm4GYZwXdoSoHM@J_J5TW83W_*av;xn91J!GSe>%ovr@135fI?Hgco1*(lr z8ED3t&<(|wCZnp|+H|WO6#7-niif;Unqc|yzHrGkos`^LL;*qxf#4f=} zCuc*>fgpV$yu}FCwl};j!|tfROMmN+;DORjxo}ud1p*2oHH9K7Mtfj)|9a=4N&u7~ zO0A^lmAQQi1qJv`bv~5tS2L%|5Xpt5dUBaJwhXwqO2C%jm>EX>`n!rA=xRt5lKoTh z&q?QNBNRWykI(?P7E>$)%&fgcTZLf^KW(;!-Vb z?Mat~aV3;O$`41b@sY`C@wR=(9Q8ET;vb<=>IG5y@vmhWUN3}Xr8s%vvD+RP9j^FZah!nOQetbgFsA7dM4KwKjsV77(p7(hQr`A+gv~Ol zfsNX>`m#DTt*9hWP_k!~+RUim#!051vy3{S!8Ar{dGuY@${8q}DC)3a^6*d?RVFy2 zQT6rfef9?C-Ry0F?PV<_Z*k#|6DJEj;Z)}P&X^I8xb0$NpEhF8nXuTL_H#9Qb5;Jg zXH27JYnM^5cdxJ!_>fKzttXi7<*!M-dV87PjHlTBnR*3hkz7&{(G{R@l6A+>XRG;U zz2e>AX?EI~OglwT5U2dIVsF`}<$bCDz;r|&c1pI=So99-Uirp8TYP2v~LPgo|3qVejoL6gTJUVtvffhC?V(iPxz4Xj;0|+ znt~g=R8RkL2YqwpiH@p3+(CtN&eGd*EkEU_C5}4RvTDiLH{@$WFt54_*N(zg9$<_I z=0{y@9K({F`v`Zhnp-}uNM8LWcp*jQ&(gcRd03|en0o)#o~-2V3s5q7 zi?0N{o8g`D8fhiueJ-3t{mOquh@zT_K)D}lT! z^QDlP(4VPeKGNvFS)7$K`pmU0QO>Q&FI27sP~TeBzUMT=PJfADVt78H1VyrbkbHPc z>MwL364o?|g?DCBY1<8|7QE)hn*U%K-m~?ptLJ+_H&bprd}J^)OBugn_omjq=;hWJ zV#$$C;b-IZO=@eml~#YOEG~6jD-6Ln3Bhc)a-`?Ur%Nxd49&&yka2lWVa~+YF?+5L zdWd1U(+A*n;c9q?kvC8|&E)t~NtGEpYRLY$d7kyOxiSl?a!4_^^609$?H+Ejec=cY z(eHy6v~f_A%E}qDpo;?GVUdDaQ%cPN9kY(x9-iva!K@!kgMKsH@Un0|Q7f zlNZIl*(BNnI8+Y6$QZ~0uy^+FBYZ~`C$QMmh$WI}+$*%=r? zmMAaSgO4|}t0_kvKop!K^gRTEUrF0ox30=~a47_CogB7VvqrzUFjbbd_5T zFUuzDZ&q{)k&n@&S>J`k*891135TrGlV>&BdH?cBdeyp&bxC{tYgpB5#<5J zz+D@FlN_t9=}5wA-=l5d#%(a41Fb!WK-^WXEDQ<5JyQPS*v7dFLaT#7{T`J)ksAm~ z6Eld&&}tnKTeECCB5^!4BT8!JocnY{nc;$>h}Z*6cg=<$WE)~64@NO}W~SIz z9a_-h1XVaTHRl%W%^}zv%tr9W$zX!<0Kq^lPmW9K9qX`oBHbG%3$}2Tt%WrmZFUML zzoOns;>%a`g<-A}00l#~4~!rTU>p|}umvg2Bfw%UmhuC2`F;w(oDHp~bE$5m1$_lTyT53hZ9^ zxoXH;J`m(!p?e0K(IF&a;3CF&n*? z=@leQizZB?WGzaWyg#-6d#nrCKN1O!HnlW!dt1)}J^@}p6eZX4l@;c;okiP*9Q>dZ$Y*8gJYxsY$wm>f|?v0OzkYQR@=E!V|3KZ}4-4!4*$0bf_P913D`P$4O~nZzNlKF%uLi?{3BKx{H(# zjy`-|z9ZC$eA1M3(-RjvX!X#%X~|UvecSObhuo|MhPCij`40C6AhM^nX~P4CLePq2Cftwl&Is4k@gzA(GN zFbXH$*!8Q$ruaiiTk4ZVj8nN){#3F~S>J9|^i_rf3QzbaAa&>Pb&w#gbR8xAV#}r) zt{3H-vX@ZFbzD9SiG$Q@b-U2|yb%ryVoqowcfN0fG+z2FTiAD#^7XS|8mZ08sAE_N zh{coU%e#G%)w=MqJ(gce2@YvrD_gKXnUZSyw{I+GsWNYr2Hv1*A7%JmtjPq0%>_aJ zkqn1#rPjG5Om{(U{9Lyu#k_=SH?&@7lz@G!R(!}mv+YHwnBv4$n4YVT>+WRDUF zMCbw6gOf(3gY#klW~eT>B@7UtE>|rC|@-cyv-In}+If!K3^s$Feftx4rB9I&U?W zQ9k`a_MjrYRR$ufrb;blJ91!WYnoGv1L0Q>{?mG&EF+00c z%x1hFqBU-a)45r7PsJ*Br4|RU^q@8g!+!Ra>?rTlfV{3qC>7$-Vs7mQruSink{sP zN{LH#UAKPpj(L@j0=NfpB})=0LImKfJ~Tbv(wYUi-;&JGLwjsW1*KCwpO2`+Vm$9pm)z#vfwzgrYiJq2Ag|+4V9>$^*`nTN ztrwSby}0K&wgeIls@Lj*N3h)bJ4OZN9ImN>^kzNv81tVMMc#7%JF1rw`hD7rzhqW$ zlm;h>*D?v<#R1x3DvymDvHpP!HA$%xH^UC@kcGqq6d=~8X7}Pgmm;ETj3IaD9d4n` z7L{dR3sLI7-FR>;eOmq%yp{zBf|g$Mhlog<*pTGJx7Ye8sKe3a z6(y%W>Zn{}qh6{9q>lts9KMizhU2$eOAxe`Iv1m{8`N2G8mTREe4bw_>k>AXxbeT; z%iAwE$C>Y{VQbs@-MfyN{LDR6J#rnAQv~QJUJEp&#{EB{zB8Q7_kEvgsa@18QbpCS zU4&F^TG}dVMr%t^dqvWs_Er=nTB~ZL_THP?dv9tdW{~9bf4;vr|2N*{IONXrT=#XI z*Es^tyA+t|*ePCq^ew&M-FQK5p+_mQ^iH`?l{Tuh)QhXOF_ zRb(064;t0FtFbNJUx(NCWa~X&7o^>DKI5Ax{h&Zy2RT9!tL)^$MTmbzOU%pO`}~o{ zm9ppsbGqqCs`$**UZhfgFtp`$UF>m6S-O7Tek{AT5mwv~^GurGJ83U6u(7Sz^_A)U z28DSLlTuNH^Yt2?z!WGM00Euze!sZhAncMzm7 z-3h_yDA{d|pHpF&>vaq@&-0g&xb(&8v4p+p+mVUpE+00s!JjRcBR{6%)$k|K%P63o z+1W|@oOBh#Pnf*qdV}40XHg;`=FzS32i0yA1bKPJ8tUNoFz;Vp^8Vm2e6PLkQr7 z(g#J48pT~b_^fPKU&jV&51a18nb2@i?9Gygae;2{J{Cv>{)FE;XFoVYe-oXvQvES^ z`_e}H?uOwWm;dez+qYB_FA>e-QhBR&*utc)!9gZBQ8D99mheRKQ+Chz$B-Du%O5%Y zwY*&F@H32Yrzz?9!CE6WWJ*rtQ`GzGgyy=zfc&&T+QATa{(jwK(k($YBtpTMOUGzp zK0{S?=+gTT{Xd0hD6aXa4O-^fDeBVI{&((XyoPqq)o@ZY0XEID!tzLAx(8r_nl6V+ z;q1>9>PAxjbzk*_JByA}+{-a8oD%PQYCemnuiPU;AHQ%o-8x5~9)FFz$n%Z_5z&v!dw>$NTNy zNdZnE`-b=20?0{T+g(|z>dT~Bo1Xwlmg{Gce zHzskr>`5EZFfHxi^`0OHJSqBo>vz|hplE^o*LU-xy@MaeeZPN{OTtYVZZ!pn_N0%0 zQJqK{@gGZiWo#FgXNkLTV%wi*^d9sAQ8db9dDpgMPHW+;xpi^+6VCY!%}K(X_n+{8 z1~Za?X{L<#*RO?fC+m7e+;yd9g9Q$5S{&LNmzJ9WAI_Cqk^ut2ax0M=LznCdJh8NI z`B+9DwF{BVwhrkV;bEbrvUkd($aa;;I&)qD%};!&ujy6!0K+Z z-*;8oi^l~1g=L$~QQZ7ZLzJm;mL<8F)%07bakHc^c~HN~oO#af10&^Sef(`=73KoZ zI;IIJn+}aH<0Z1#rfqDa_79!{IXYHakAZg|g@KY&oGW5RK&P*ZfwHpv%XlBD`8yFI zhq-FOcLGm_RBdsKN%(~?yecU`{zl$q3J^4G&>7GMQliWZ6 zY%A(*>5mls2ILC5lpfDivBm~EqXftXP01gjWuSd8thF8n)Gj`!=NgHkgR8DN(`${$ z9Ff5+rEyQhtGLKzA}Le)4&O~U4;65<{+Uy|7yzfdY-2qSc&osRK2oN|p3?^*;&3e` z*3Bhn-z~+y@+G-@_;SD_bY~}CMcc{<#g1mge%;DV+gitzciJUX`qf#p9&h>VHbWyW z^DwY;I0hPtxaS1rR+h(G0pC-g&D5oiF3#mcBjjO0iEq%^s-I1icBP}}!C`ZMi(No< z`r)GUdQ-K0qV`It*&K4;V!aUJFnkv=+|2twFobTp?Od)tr2)%ikaE^2&yqy*z%0;E z?0!|EY_m-!y!nFCYlj0h5>99>A))2PjSXQmNfOvuz3_Y zZh6&u_(Q5lc!^TUWOE_yc?Rz{=V-LGhs(6E<4qrOha3h&)NSBy;33L%VeRKXbX3q56Yw?OsYr+M? zX)b1GT_QHt=N1Kffbd93f9B4yNuWjF3x2aXg;LK=!B?AcA`ek1<>pWkSN&n=?kA6@r~_K(#s*zj zgiVu=77MU4(_pDc9UP4WO%CID8xLDBdeAVf(vOfT9PNK3uL9=Qk&Z1mKDkh35j;1> zxYd;cZjXrz^=!F`OSPOlpa@dtwCJ+xcvCZG?LgWxVcT5i87Pql%c$FoClvLna5WWE z1&*I9;z&XJnb!)w0V|Z)&(i=Pt_=KPas}Lh$}fq58`F^8#y;7DlWM|xX5IP|&~TQr z?_?X12WJ>M@YpZ7)0!tHS-7fLV3k%w8zAN`@RM%$Mz#r zaP@L&>hA1byoKcbC_mvEa@kF-)B6}0>$t=vOA#^-A>vY!UvSG|UvxZt~;82<0Nv`?U2vH1{;sLnXv%Z2s z@6MSWE;k8*Cm+I)J74o0s0M#ur__Q-5s*&buok234?Ii1TQ33-$IL&(KN z{$?eQ1E>dHf8s+kz3 ziw}Pn6Bj|0#3cce?MP2w@l8y16sNzM&*P#V+OCN&?A3qT-f?hpa=M_$Uf8eNcj&X2 z68_ht(BdJ#N*}9tN4RXnwkD=QVh{-6J>Uh-jACV~$Y?=7 zzETdfD5>#0+@C9#TZ_ElpbbE%qOsGVjUV9r*Mb91)e1HR06}U0T_W-2V_6!;yG*f9 zuPY6{q=evtO?AUj6^MhlvPLhU%l?mq5Cuolyo4f#>y;Wu^vYj&50N_Q`i0|M>~iGN-H|Fq z6P^dIWkqVk5BG~`NEE*Vji*iARgugQhoS)5zWb`Yq^G|>{6;0}c4#$Hk9niQ8B zsoCC?j6}g+dCB`P90LlZAOx|CYE7Mx0T#N=2EvN!p_1VSE3UJwE5k9!l|TQJ$=rU6 z6ILt7OvS83312HcfZaL&w`3V@bGug2q!DQ5C7SBCT6D9#IfFk#Y2j3<5RAoejQAdA zYy`PM3-En0>BURBU8%?uA)o^(e8SuR7ZRb0haD#zC=BBnm(NMDcc_0M1{K6~*I7

9fF^J}tKb+Ei;f{R?GWV+;41AuLeV^rMD(~bc5r^*M zHLTqon#hccuY%xsfQ#ws^gZOJQ<DiG4_5EM|(Mi@?X5}`2g~0*W1y{N<1I`b4IM{Fy04dsA2T|gku|fkBX?Lft zzGN2VZHNIxN0P8j;pu7lJxlFtePkOq-Wr2!uSW3VWY(IDyN!+gduveYkzKqFRv)*A zZVJVH{bFw4gvihR#1K4Q^1Mb;e30{RE;m({y1Jfri|<9b-h;o#vV@SP=@C49q-7;$ zxn?`u<-un#^D5!Noc4(5dBJbn5PKJ0A^Dx8`6_r1c70W@`zQ#-A_LrW0I|#A!1a{& z#eOMbh!Tjcp~KDA7YPe{9YIHFTTos??e-!=ZEt#gZ>HmccPr>8>;y2w8=T%pJA?mC zfP~oe#oAsk$?|zwZ=yju>t6+z)euSTaMd*XZ*!5A`-#oln!s_S;YQa>GyoncPS|+` zM2AbX4|g&(%J5J$TQDEw_~JYEv_G$!WFRR>WuF!i1DD1Ox1yrvAb39Idt+79it{GT zgT*^OE`1&a7NtI_lG~x|y}X-1C@Y1`Wf<1=+#5TMXFOUL=zvB{S&CbjG}g-S`q7x( zG3Py~tNf?@GLgoIXYaHd!tCqb)2+-#D1ZytMXVl$laK3Q`F40HxBA#&iakBX8jEB# z2K5rXoL(0sLu`vB+TT^eP`AUxWLBY_>Y4`NS?H8JJW=*Q|FM=1w_siW__9}P@Rf+OY8(oV>3?g{mT`zOC(*FQ3 zH>?Z~AsuYd8r4;AeYMF48fyy77SZPO%ISqH-3`#bkl6$$&YxRj!#f@}6cDSNk@obU zHfpd>`iDW(*RIdisQQGvK zS=%mdr~Fuack*B$@X?-NA$ieb$ew9>&)QnaUCx5|E=<5$$)7vAm@DUjKF@~eZD2Km z79*53bHSehnmU`Ki0QewAh82RNLc;+^MeQFAuLjiz5>~Ufp&1s-wdBUJN|VyHk_|v z$$!Z0zrY4jmYQ?`li2MJ2_?_@&r8k0A!WGKt~7VI|46<88}Hngl4#I^{wVSJr2&!h z-716?ifn^4gLbRAxf-(ORDXxteNmx}F~Wc*7@$w*eLXr;Y%1$*cBM|pqm%GOslc-? zw#Niq4>t#JFuT}R@$+Ggvnkh@Kv|b{V%6w59r_fqn#GKvH9AP#gmp%0_-*eKl27yg-L zcT~q&AYE9P!h?1j#-0|GqDB8G2DwDT(d_bkKBXaVXZvRZY%kUlilv7e&Ts8aJ9`2! ztgw@qf$-C*wU!3PU5>9WYvp6|jQ)nz$3N+MJBgTfE6!+8{5ADKFet!wjg{=yp8)O< zpWahucP^=RWizpY>@>E%%+X$BvXi}61J-%7&-pQ{>9>S~l2(B#;txeZo`Q{symPqB#7Wef5Bg4&Qs=Mzaagcc|M|#{X!le1<_N?{n>|GXTwrc zS%`w;IkTRF4|@M2@rV34E1h43MBth7muT7WPt$J?JyZAYpzYzjz{BLH3ix1*fHx=7 zVVSAxfthcxzP0QMx}N-HVE0pWEU@rfW-sHvp-}iIuv<*QSx$ie< z0<X<@}C%`J%a}!@mljs-c*pVFr{wFHqSsW)CtF~8y#J3n0*WZro-x0=c&YSN zXoFalW`FxGS-h}ETWb5j%LF<%K0dbtz#F%S6>^*Scut-PE;v;kTYmdZ+{k1M*($n= z%}Wb-H)yJI?KK?2W+|8M+J^T$r|~)~&M21>)#oLDv*aT|Y79>LN8x`JaBe_|b2)3! zQs#qOjiNl5HH>k}F}CE!z{|IFh z;addX)OpM)t6~tRH#y-e-d3Prqnq*X*&k@4#Dyv{VDD|SD6K$r6~+CU^ame%TKZMM z*VCvc>Ulm^3Q#({&WL9+wHNFOROFFx@QIt*R0~_C<%ADBok zi!O@1Ow&y(S(0YXc(6%rZ5r5*S({S$qIJN$9r{1>A@rl?K^Xh$nt7o&Divk4A2P2Y0J#s8Z=}dX*2w# znpG~5k_YGUQ}h08>$`U(kp5=CC@1LKH(-Sw(Fhy&!Rxy95Y$Rwb%az&q@8ORk2$h8 zBKITkPY4xz=KM#(c=o9QdMpF{(7SY;4^q!7TiQSbLDX~c&N%Yg1ut0uqI&-ou8#Q( zl;%J9m%uj8PpH-0-km7j9r^M$NgxbcWk1Os6%z+YQolq2Tj(nq0m3n|JrfiMe&E5E z#s8U!&@6E|{lz!K><{LwtYNa0g)Ko&s)9rUs*JZMG$HQbBsNF)ON}nE)rKMDBv+H& z3TY^K92bt?MrcX6@}?KLiWb~!CB-$V%P4H;KDyVH8yFPy(oL4;pN?6Dm;Fa#-e2&s z^mPxBN*K#w_YTIV_-5rG;^QqZbq9(AJ^(BE%J&Vd`azdlKV3)-+Y_?ML*DXX$p2BM zJCbI4JvI|K@7vg>*6`)Fn~^e6V|dDZa~Dh{(SCk zmRpe*E8UvlYn-TZTr$Z9hqnc;oZwAFamF;(^15#V<7l>A1wwYm{L4;ozoFEQ<1-z+ z>V*~>1qZ>Q$0rvar^DOkh%$6vzynioq>B5-7cvpw;u3x6gqJU{8O@A%-K^r#w?TGg z7#B*sfpzUXy4$uIM{9C9?L!;>vYISj6Gsefa2Tsw+nUYdmF`lgqOMUE!jup*ZQs44 z?g(%>=ATcT@kpqQU5wi{(*#uodKRXkeP`| zYJ2a$oy?0Vaq4oPIUY`h*n#Ha)-KvznP(hKA2ulUgjr&5Eup*=73Lm(v;=RHp~)f% z{)ChkCs#_i)!5p|z89NyZO{T|WmE(~i+8ySA-U}9p@&J0?XJqPZF9m?vkGBnMq&Hw zTn=2^iszCso>hNcQSK&QrizS+cQD*h;I3KARN#*R>w7%-K=LHB9LaHsS~+Yg251Mj zTyZ}N^M44|Cbd@Yo=7GB1()y!AxSTd_YsVHiEj3U$Rgyf-tChLD(}KDAe$E8&DbE4 zrBd&w5FAVQi{g={*eF+a-vkT&^UB=y=&~Z+btt0^Sz#}t1R8VAu4`#M@@96=ZI4@( zwiDH!&;7t){uF&LqsLM(rY-JOD_10$;Su1yHP&bHz5(!|UvK6?ZNAA~*@xI&bFb4i zxg3PO8=oo`L%aMfdnh?`1eINcJ7WL(d1cXT$1T!h^2QJl9C2x-a@jWFcH3WTNdNcD z_$M+WSM=Rka(^(OFJAgAyWf002W10N)ew3UeAb+2WGCppWm3l}Xk`ulZsgFd+JJ_8 z!|dw37142jOza%>TZW>he?2*b?X}G5pGRRqc)=G2ItmJn=?QP_YIy(N=~gTE`X?Km zv_NA#*a8^9+!|g%M|mUJv+H#GT2`s*Yg42FtVc{Nl1F)y*A+e`x|4J&|10qxQ z^)y;4-J>;brE9r*5+)85bF$b_xMCY-el4Y z#%bIy9u%8?*^f+f%0DRTFgI%7{kxWfM;h0qyY%1SCKYSug zQ~Xm`dZ^ibdwao9^plq#@}TKIl7|-90Ae4aDFDj$?i-4rB*jT_o&3KMCDw}~USZN(y>GqAf+Xql zD{1*)F}#%k^vZjYPC^bZ{L6`Q-=7Kz?&$c$yL9TajpUvYLDj~;hfOQs~1nk(Pb zxS4qStT-2Y+wRYlDC5(AA6qv-I+3n-G)X1HK5Uo5*cSw4^a7@mqy1Jm;#@7cp8o5J zdJ6LU6Hu1R%{R^umDTRhDv4(!i(E&GZQaiX8;Rw(dC@Sk*>;dlq))N!mYMES}dadV+er;PDjdZvbD%iKcqefLMHNmaF4z+=$%Kc#5;@G*I`3g=CBMhA5!_kn zlD^*PCQ>L;_tzpdFNt!MzIpjXrKpC5lzDmL+^#&8E=};Qx7?^?1E#{QCg0kA!JIdT z4!WLNm(V!Vrj_2Q-Q8VB6`mX2Sv^OfowxKKZ)`?fOm}TV&aN9RQ6~3tMTb#f^5p>Vx;TwDF+k&%M~x&W$3^Xshn_bh4V9sgMu0GfIW|*n zF+IyO-tdAI)&8oV=JVKb$8Ysv(?QWv%%AyE5|^ z>$f+_-fvSzlNw9^`%(Q>QfT9&q_8R0yzq?`vnt-?$%pakpdnJoAc z20j;~GVs(l616V&ODXDXR2N@5h*9M5BFxiOo4Ttl;neK z{BdxOFAF1k&Suc0dsWxt!+3lRZYnwJM{zO;3vL`jZm+ge-_|jTfir4CKl$#jw^FJbF*CUt099&Kl55%28?g4{OGFLwN)h!RE-*rTfQH zyV6to7J28$HvlwTQ?-N^-~X{zi}tE3cs{eq)ki^4UaE(DN)Igowd&t2<{(U1`D#9= zDwAge*~Z0I4I-94p=R~F)PM$A3~~i^wE(rs^t8I(VnlAe8b_X{DEP&~q5+>B=zx=; zB0%h0n;y7Ur0RQ9SbXfXe7p;}GLJb>?c^2+{?=$%NUy)dM1aL(k9uP4SDVA+BETx^ z8M)O_A)0V@v+`0p?b5hzU|YWZrBTjn4Sjcy+P>gzw@od|hnM8^Y^(Wxrm`>*SVP_0 z9%&S~o1$PCOgrBHt!lhvwq+{*iQ`+3aqzYARwIO_gJWG#`*=BkNIseUb0ABWkV{l1 zj#~nXgAjpMIsfWxn{VNj1NOYWH=`SZLtbTRz($&Z0xb$RShGvHSO-PFb?UpPD;{?0 zriybOxn7$2l*U_lHGn+bNXYE8_f}gXOjUm~5t3qb^ zo^M>Y+#g)@Psh3BM*i1(S{`KOOqtRBq_%wm6p`0gGYhgTw6dihzx7;IDcW1g!uHQr zaO>607_o1*9uecOkurqkn|CC3jPnU!k#^8Ky8KD=4s$l;?bd%^I$PxYYXtcle?DU; z&kNw~{N5WGJ@+_J-pX zG6q@k;lS(3&ndAF0^%Y@o89&?W~9x}ztiggbsGi>g^~bpm+NeB543!{19i^{!8`2& zH_lacTg%9OoApX6Bis@!tC>voMRZz{VPtAJ7Ht0$&w+_8THo7)`67CpIN0T^w}<-` zeE8g;qOd6-gvkjVK4%|+w+(ctHyGa5ycIvcwN1tGoV0fJ4b3S#+DGIsKuE(JdRJ9) z7P@C0g)#JaD zFUG+=(LVtA2*hal&yu|gW0V@e8DsaWT(rSPki=F~&&`s3%~{!%>EGDi=s@%963&>1 znpFCrJRg(nxQ2VYJz|D`N$>q+`b5#>zq~KMmPx&e?9P;0L&olxYNWxGd+h}na-$_` zqmM~=BTq8sA>|c~$K5}eJZ$S}?24D2l3uLvk5w5>hz1SZy?SamPtB_s73PNeo=n9W z9K2)kbuuA2dH5G(rFa^7TUin>GODbIQ{MW!CtOIa7;Hnr`dFcirqw#x3PO%fQ>H|W zAcQff4thqoK!!PTze!{IuP!3Xye(EIYqoXAT=_@oUIoq#u6$J)V@*ac#Ml{2M}eDC z|89RE{N0CW2#A8?Y;YrMC8W2{kX^{jjjn2DdlJzP3?;G*=zsPVmh{DYx|V}z73PBQZ7uxo{N*L~}; zJxO6UubqU+PAWCJ79rZ1}yuE;+B2Un+S2 z&ST@GqnK)8F6eZJc}$*boweW`hr^g|{M5ztRLs-SZ@<#U0x3{(zjdL1>)3c!yZlr% zd2fCGeZi8zbfTf~KO3dJTOG4%r+Y`yNZMFk+~=H2kE)+fh=!)(G0RjX-Lr6gcI6)+ zyzqdyi0Fn!%(_9X)%sXP-e~1SOnCLevqW-*YopQOubFADvJ3bUeq6tTzplZ$enA7W z$uQGDNeXU%(w~|>=D<`2_^jVg;FgppjbI){^vN|-0?{Oc9_rIoQHu9ES>^)N@2xAp zsISPP;2lc&z|^*&jO!`GbFD*4 zKzb84Dnt7OCZ0FXmwLoMQEW|tOyA$ttR8Fh?p8GZVJz`7&$~DfAxBR`N7*Lqkh)xW zN*~?K5|P6TP;Ft0b+7EYqLP!(g-Yp8D2=VtYZ-Q%LW zePpQofH>YPM@RoNAQoH40ti~m<2Pvx>-jySeC(rcA{(&g)tXK()t zPnEQG)Nvh^JS8mvkKoTI$3Z%4(sys*D>f}hmI;YsS>3*=ah03hIQSwGp)KM%+~MlZC#R4;KmgSh_BN~x>f)r zG4^XE0=gL2kSfjbt?|*rLtM(5;vZ$t_zL)Mx3-(p9zR5fL&2|n{8kA}`gP+jqwsHD zzWBZmGc>a8D!oc>@xq*X*1;X!$LV0!XWKpgns}!9b--CMv29IBXo8OBrP|+|f6vw` zt$<yvOnIL+2n6;XnHEOQ**N;kH z{U|o5(yYt!u^0K)RzLLlPG8qYUFCr~gv2$4GyO1 zD=5L+pUx^=^GTn?ZNgXz?Q7j(DO|yl^%&FDG$*STzxa zov;sPp{Ej_Colx-FZ{mp=Xm4y{%9VUOQ#>J92I6X$$&7c!4LY?93&M&b+38gMkZqH z!Eo7W6$;2HeO8@?+cHH&o0%E;<5 z`@Y>veI-fQ(kcxQWSh#mS!OV~_Hhq+6`mc@xjC5=mO45?+LImT?+JF)-@EI;pG`kq~X*XayhE%1&puuf< zv}nhM@I(1t??=~swzIfksP@{FSBf}G#jaFV(Y*+L%ionlaB>#(grIayG?I6Gyele_7FlFFrVMhCWMHLtC8`WY6LslWO91-4=}FejuD`=ydf!)GAArN8;X6MPe1 zhIPpctn{|1(qGz=-+eREi|flz$(=60 zUa?Q}+kA3GL%whZ)+jgSyj;z&hC6Gr!!*52_OY1w%Z3{o6t%^Hudl$D_d?AQJ>J;c zC2HJ1lhMQKbtHAeh7xVNSs(4`G0#0#S(sU?B?PFK)qZ2kw#wdm&Xl+qu2fW7r+z=^ zNs%%S?saN2S2L;^N1j4((?b2s+q?^vTb(k^(m0nWCV_DimCb#=BfcpR$uj2!*q6?!deIuBQJk zS6%D}hrdf$C?XaKbL@TJrl^X|VChlBx|54rbmKJIb4c+}P} zq}6@_dA^3#%geHPj;zxn%4FTYsRdHfTS|`gvHm{pEuM!2SO}$QJtrXTGgFHgU%ZFk zkTb=)KJc(?9T5YKPl_SJGp{xSsN&8BJhYo5)0s zB=9w$bJr)GB?cJIm{08S%q(kyL{f(}*W|NjO`Z0%=c z`$Jwlq*xDqj%z3OBZLe=CqOTkH+43KCl8lv6~9Tk+|J=jOzbfqKG?gTbp8talB{3` z0D8vHn(Sa8wvuK_M5iSeHpD;js+(eBT1M`jp0Ui< zs3VCUrz?*YWXB%;OwMXG3RduM&hBS@OiP;Nu6R^bQIOWPibVl$5V<}H)v+t?AyAuM zfI6C4CR!ZOkt{J16MglOy6CgSc9Zb%?M8H}^-i45A^hFC;!$|BnCl&<;vo*Jsb3x8 z2IZvxD2~w&zdzcP_YYbWRr=s49+)D-Bo_f!fkaeM-{z^U3mo%v`#iB-sq&DzrU_n>)&eprNq>8Jbc=}E{rGVW<^0B@^L8==oS;u`-b9w!Fo*Uz;`aR` z%Yag2(S!7BJ(j-(Y{f!f4lm?k{MMV|OinpkBc<>FEbm*%K`+*f{F&}X&3o0%xx^C* zf#4Zq*3}m7(z4ZUm=Llmrq{WJ!iOico%l+r3!5h>($+;Ie~#a_;ug zDUp(HXnTSJUE~eI82jR)NRv%4rR6;M<9<-==?k5jf^S}Z7^JRv2 z82hlC6XjX2yU!l7FSh?j@)>P0aTZ4pXara7@j}btvI%oA1d}LtS|HWI$@`PXqjI$Z z@}-*pTTJHfTooJ?ttiPE+Dg3e^USRyLdsuM5`3(=&vLNT?MwF?afPM6F7q#HQ+Ab{ z9B!~(+A%U1Guym~lWE3;M7Xge+15tb&9V*YCN9u-uKk8(F;CzHOPUjkOk^6d1RP4< zJkI~>`rL{TqI}=CrN@#J%Nlhs*pvqVs+YI?NGU%Ay59nt763K23s@%i9nisbWIL1x zMj3>36@nd6Vk-L<8wzobU$|XZLu1FQ}{v6C@qN$h~yCc}Nec-h%uuug~9%zzwqTu7CmC z+jUrgGn08ueb%#U^X_|F^LuUgukBi%wyfkb`BHZ)fIfk3`HaTr;_hh5B*eb>JG!75 zCV%)N!S`xfOt2foSU-I%6Im5bWWz;uW=W0!N6wGsq`dQ;%$Z8P=Djz?R3owtC@S}8 zuq&Wbp^pDZexB}LF=+?!jXD3UPBxYPe1l<}jg9%_C}gxd+gXUi+wV1)?;mC9d5tHrT&6b=xI+u z34)rMcYagDJjI3W*G}}LUrEn%?~NIFW|P;XPuwZbabgnl76g>ys_9@lzhz4xI=oC`<%Y4 zw4YL;>`YN|S9$*4?aM3y5o7=9*t3C*012+<)YUy_x_cXIT8CvEwXfy-{KPn~f|kBt zvt+Ey!y*jS$5t77XmoxRwa(>`Af7c^1FrSBVB@lu%u;KV*;J{F?mzavw^J+vj$Fql zrSw1Jbgsm8-bC1>6})}T=V+UjaYKeP1@csQ@$bd~Th8p7!g;h+{dZLCdrVyWF!ds? zqvtAV?(N%7n{;(~``-4SvHNeWvFOi4MYuHiP^r1D)cTzTK=UZuW=iPael^w!rZ<6BDQ&*6k?8>}&@QC!lq5_*(rDtNttAu5- zilArqaclPpv>w({PmBtlj0AWor?C01|8W{N9BB~IzY!wV;Wx0dQa9vxwv}i|<1T@t z+R+Pkl}b|Z$nyPNv&0c3b7SGabsKss9Boug*!~SRdG#?#-$S{dH<=1%IkzMO^5ndV zM3aBVkZ75c&P-<5igl1hZhHw-^|?*Vj8)DH8o6V(KYTMdsC<*k%{5jkpEY>T#Vu=6 zHY8^t4Y^YS>&k7~g2&{zS`0>J`6nc=Km2CO^=g|afP;ansoVY z(Q!ky$OxbV2UB9B)Ld`C4aN|IKCA<_o*FJ9TrHcq&I{4j>?FaF7mMQRQs&CP#wF%T zZaVl|eHvPhxQ}dgLd7&vzFV93`r12UsUbl-Vg2MP_UuevpJA$FNP2f*QC{Nio17n) z^UeWSk8?`gR5LTyEaO0os4uy6zVM-PBAeoO!o@>QTesyxbTg5;ZzV1|i@Y3r6pa2` zof;9(oAfQCUal6+k88ttJi~RYG%Sap7@SQhzou3+P^XC;YF^bP;g2O1r#~b5P#`eu z`YznH2`7a`Y^`5&1mx8;!tMApAPp@cSwF%k3fR%m2=_VpQih2RxKYz68`M$5C;$ZS z!Q}V2@oYda3P2~~NFREBh1}m+zwS%`Qo~m=4ZF1u>;=(wHOB>?#Y##U-+m|K44~oTPdJ9tF|GeHuJgg^0q3ptpIIG^yKBmjYj>e>#v0tX6#>}mtLWYSTUReYBiOZ z#M=c>UNS9jM41v|@LYwJG1tonG^M`luj&8-Bj6%wK6LZtg2MVzEf7V5Ck3`!ab#sj zgaW`%TCx5DcYyI#YJ%-HdZs+!mUEMeLLNWvM((PsrV2wbsj7Ged_ucihi`w1aiPm<10qV zxjFf$AEqjGAG?LEaxZq3E`QChiUL{R!i8;Q?2Me#_1`|fq>7HM`y~)0f-JIZP9CK} z$cx7$?K_@>^&nv!3s!#qO>^tnj8!slsdZ7A#sP7lE2x(ETIbfoXjLAjiqWSx8K;6%?BOii<-+D|F$4T7Nt z86`DnVp@AGDtuGpRV8U_sqC(@+1?z$3W?1h-$MFkayWl*2CN-a;7(N)TB3Lx{zo^0 zWg-&;`-Zgh7Z4*5ro%PENz1ACtTbygH+rV(YT_vFd!7HXWO4V1ts3PP?v^XjmQ*g% zEh`b|c4ZAxGh*5I7!8HwDbKHKhTCQGG>kfb)Z+^2L?{Vorig!w%=2UG>pigexE5_N z_aW`wD)Wy?bNI)K$~4g`YTDf)xdEn+8!77|;z089Ht;YDb zzOWUEPptDkp=>)aZwUuNKr-#Fx&vT-j981X!@Q?PD*rUyET%tIosEgxR5hS3q?+%> zK2?Hb`roBu--xhzJy0V=FTg8v)y+z#$*iAN87KLA1Yd$X0!qLlu4TnFie>3B#;4=n zd?wwlQHt3MdDRR*X6+|8qXj>3dY8IfoWpR-41vJ%zfm3am^8|EXsnLY<;r;PI7~my zFqNy90O5cMFKCy){#!Cl+j`!!W4X!6CG_}J)JV^_%c%W9;tP#@^o=G)uSr&I*M zGX}5w=on@BW+qVm9{sPP81ChDXzRGQAIfXOdSaBVx^>tHcR9K3m@T^y4GWzjKHNrE<{vFjrAN!=F(d?b|z7Muum_J)LC>6?OuZHmzqx zZbOuc-^N`hv!r=(=1dmUKqQzdrG}6KU9uCOa!!e{)`WbKR<6f^Y0SQ$N>UP35!v>9 z8bs=u2>It44A?@r6#dJyGUGlw>A~M!MXt5&0AR5}VC{b-eP+K2*Z=;Y@Xw+Df6Va> zCaQgl!w`S%{YT<*h_r<;qpkoLckpF*S`JCbp%`4}Vm z)m=I8Mtg3cx&QQ7OHI5d;Valkk_7UOVws?@)CkadM)L-K<2sT8+OtUTyju?OYyiD#GVUZjh(5(`$Ll5xI2P!=+9 z#WC!l5|wq{pm&zzQ4z&TJ58oAmrBDmneh2hYd%#M`OO^ zC#x=Leg#gCm9sGicl^@gZzUjH3tn0BW5$hBJLWPR@0j0ZG{3!J3-Z(aOEHmn%LlM~ zN8!}Q0b?(ilI)@v`|YSf^~(^Q>?G7hx$v1z(ss;{rOhxUA*HHNntsl{&2+x$l5WmpoMm-)xs5_W`ua^s#CcK|} zmS_s?0K5Kst^N*Qbks7NbG|<&=BcX~AK#;sIKb9+at{du2zkvclka6;uiUE7Do=8x-2waz%dMB91j+cnD!Mf(0Gq#4#e3L%W>u;j*;HxzT-JO(qn_7ROcOa^i2GB`Tn=+Z+LVr-xY$)z zip_3VSL2O+d zA!IWczGNn`dwVmmwgeL9&If3bUoLZNv-i4EcEnv@6c{(GBA~`(scz)~;PfUGVQ_Pc zZ3l4zR0*gtuw|Ol#y-B;iorZt9T#f4cAfMGBpJC%Ijc4!f54(jQ2a&hIMAjKh^=mMkwi ze~xK{WA0Z*u*#n<`w2|^QYxAnu=@R;*W(`!5madEu5+LU7&HExW^tB2TqizNHWmyZwT$h=7)`N#0lxDu|Ce!r+ z`8^Zc8I~J}6*#9<=3>M2{M@as!I;dZrHYmD0-Zl0m1UJLM`yam2Ml@y3ZHDGci@;Y z%iYSP<2IP-@GoCw|L9cQgS{CTP<*gGh`3fDjg^Fr=9V*kW&m$179~Lj{~t@=9Z2>6 z{clucM)tbO&I;M%CfT9Lp4r^EMr7ZRy~#*MLbjW|_aC`stUSk}2gvnt)}(T>Aioi5oG%6TJp@vc$JQov+vK<&|=m6i8l$r;DuJB*j(- zJs}UcvNYH0cJ-h^wtAmT3WAHpLsH}@fU|UjC`e-vmC#P z_QDmex4JTY+oS+{nXPvI=ZV-C1e)ZU{1C-n+c9C_#QEm4=GuI!1OT*g>>QXcAII4w z62#}Ej%K_`1JQF$?6;AQ{%Rkg*`h6|7pZVE_D4&hn+%So`g$s=5=sCv)1E9 z1F;ng)4I{+ke>*8sVAz+0{9%eT7hsf`>64Kub?@@8-}+r8oL0{vzBUEI|vLh)d%a) z7~z$`k39rp_VI4#^Nq4*=(2z!?7}sCA&<4gE;mXrH2Cx%p79Ro0wEsc?~}vodBuaR ze+G?WyW5mG-jnmlN!XeS+eJ3{zPVnZ-4xS<%`#l+sGSbt$-Oc_h58ryw3_Xm2guJ9 zc6asU8x5;zQeU z$O8-;n$5S294@P20YgAzIAF;FwABxM*mpAvt4)C<X;70Or#DMh%@9steXNb&BW*rMv5xeJ! zSv0C=qd=?Pocmt{<;6UXY^MdcRJw)Gr~sntX*I0 z=Tjm}lS~~t$Eo@mUlk%??{|B7C$loMhkKJ(Uh=I}QR81-BWCw;ld!x;QBaHi@{tm! z&xs9DS+_I302)rMyy10OI7Iu0iGP%shr8IUhucjgCpC`?n}@C;9Ct2p7a$+Ios=QX zOOen0$}ajr-VKtQb8RqnTp?5&6H0q1x#Cq@*7dprSGq4W{9b@Leug6II~Hzi{=)Xr zyP5|8Z_202=9bE$-Q05it=>^d>{@1BLII8r^Qsz^vfkpNuF>a3KzQ0LYii? zZ5k2#yCy+kq#FcfSR+j6{otv;0v)K}~-G2I+Mp`?I#9%M2 zrKGz>_9_4TKRom5499)50kn+6+cZ)T?VjGd#NcA<|bnXUYoBdh;d?<+;-wrK`{JyX7;=*U85z^T{ehE95{#% z1hyNH`Xd@QLkyU*zsELXL_ss#|L_3fmYxUNq;inTneeVj-7w5#DBC7gr`qY5FyiJzPc#Rd)@9Q7R@Y;}b`@(a8Do|AQ8HHb91-fAYCe@4N<2JNbQ@a)87YCNC%S$-W zaEIh*$>rkJhJ7J}b-!~}A;QWm8=iD17Xa=D){U09ZeT(26G@cN3p(TMg+*LOEd;Gp zXLQ(}&^=-}SLkj7@BK${(>U+=`%zJW9Gh}cO!u@JmGCCniWtYoWw&#{6nbN*1dMNN zNcn!iJ3t|EpXlmmgNv*C68E0Y0n@~3Hn=_jbUNO>FI9J%TK~N*T<)_TYAY`Ar}nz) zZc|7)RtpKc4Gx#GQ+R(>g!TUqRH~Jsw^#pasx3iXqkrqOfBWu^cnOR3Gcrn^ z3VV~jkB;Bp4_%3Sla^J(eDMeT&i7@t`@UUyC$0GCK4VXU25BbxK|xsO-)T#D&-Yql zGu!f4oA>-uYX|NulmWIM)fGb+{PLDj*M8m=W1FwKB59uV_^JW72D+hT&l0~?iv)3@ zsz=sOLcJ(y%>i=X<33Dd@V2`98Sf?M+)hU?lzt!ZvvIA9IiuPfd!zEyXDm<$+T9+5 zEm08NV-slw`hBj0A;>#o{RJuCDD>*5L3pN|;yW>#`Ub6D0<-v-)m#m%PPph?XtzxD ziYoWxkI_}5sE>NzRHv{|CPcb=J z^8`nvzwM%!OleY4C8X_LF};5*EckN>Px#GV^leTASn0PgPf}K;d-xrj1B+0!gyZd8 zbbt+au!GwxC@H<(vEo3z`&^x;OhiO)gRWq;-I*IDVSL>@Za9ax?$n`g(SKP*kF}yx z;yk89tR(9 zv}<9D+n=Z-iS#BgckSHz=tq;+j?mRYs$2RR1x;|C@1=^WRw#eTu#WeZ5p%0|p6QUc z=WYn&?WPAEDcwLa( zTJUzdnwV`pj8P2Fs`!oq(=^5f%@v?BQD;A$=;L5nV~P^m(OFgw7>WGddRB@8^rq9h zL61>8NPfg>Y&*YCgf<$MP&BRiGW%80vBETy`mMFOgYo#%& z%2H}r6X_C`5XtYV&rhdvKK+#?s!)<8Zq*O|w0O^=<+ zIlzDac&i)8zpujrx&OmQ;TU`UJ+S_OcejG$4v|8>H;m*)Y5jvCn7SQo(mW`Xd~GTD za7lV`TlFC|&{uR?D_YE&WPUC+xdN-KIa>^SiRfA!S}&sG|4VN}nstzX9YB-;w3Ex0 zuV-!O&PqS{L+lLQh^&s^`iCf6;kv=Za;gPJ$_R62m4?>V`Y+}dF%wBNm7cC5tE}GF z{IjhGSChyOK!peR#RaG3^yRZmoJmfPb#AWD#=m*MB>8i%0G-UIpnG!|*3*qC^|WVo z;m4~-(d#f@S%s;G5B~<`7o->SmWQbOax~oM zpmR^*a5xd!`iA7p?XMG@*15mrJ^-)tWU?p}k9BU2B+*zO&Pu5GAQQOsu$MDjpMSq1 z6LSqRT(maV-YT?)M3PEo7NDcm@*-2VmD`M5?Bu%+Zru&;ykElC%A^Ym=1=saGIOdu zjw=~{ojP%z8}3E<5W|cbFA2DNx)W-XIrn;2&vN3D0OprubrKG?+|aXB9g(j))hv@F zr%8&43m#Ks9G|)kwa`JoMp@(LbS8r&P>ukXC*(M2ZmaZMz69Kwa5lbU4(m>!Ls|Bj z=>I(p!-zQnL68zJB*)WT+z5%Wm?qLZ4F60oPkc{5+^9acFah4DgH{rVQ&U}uo?i7y z{bujyKV$m&>}}GnmT8!$r<8n#%~`Ry5#V0-caKVZBbU!WLAi}-gE>%iMKhuC@tw76 z@p+U7pFqVdJ%=ajv5u}b46EN~yg1_Z5&E9~Nw7U^I~NWP^U4hP@p#NAi?X>j<$^XV zKd=8<7N110)?T2tk^<-%+Vu9Ws>sY^)7&Q#2>0G%z%-Nn023%F#hDEI$A5NGwS@st z=298zRspxLcINELjZ1-7_gK#(`Ge%?AQF_t!1`6$ca%YwF68%8U^C)6ou2+v8Z}UP z9#VVn#1mgs9==dw$ks^RXVB-F=Ke}_rJLnhzXRe0AKn6eVd-gOgenzN)WX78 zf@I1c&@b7Z9sU#<)Cn9^6)!;o{uvewsH#dI=$m?*f`cpV!S4=k*=hii8R!a(FxF5e zbBx3({D=cB3i*it4ou;-Cr~lsRcM?ILbwFJ?FS0JLPyF0(?~+tc>~GpQy*l>aY2CU??vC1eDb{0S`6|e6jb@ z^0~TDF9!#_A^;v=3Pv*dq^(~3UxQDv^kd`+(BR|LY|oV_cC09`m93mJbByykrR6p% zom1i($B}-sv{UON4HZEu8((*6ykygyB8G_xS!T^L?LH?zi*s(WR!6j1HmygA-^uqt zs=pjI{hH2X9=~)$SYhBIG{SSuQDNSUNboCP)|riHj85K5v&wq$B&;v>mo=F$<1R!4 zdKrOT82tuE7>~H8E(}lcT$9dC{zx01!ubeWYSg{a#5xh@i+>?aF7>+@ecSl@0peH1 zecayd3}3%lbloq;^RBCsyaszI&*0FNW>V6Of@GsN&-or%$d`%Ea7ZE<{i%C!1Y#yR ztb*?E0kvSFEz?mR^AEeGilS}{_F*^m?ZVllboC@9sziMD^N{By@74HguS!=QAzaA~ z9+&TS@2ayb_u7L~eA&qY`fGMRiRFHAn5{du;fnDt7415|gfq^RjE;KT==}V|x%TF5 zdaoZ-aQjij43Nt`L8+xJj6O8Xvz5OekbYGlal8!6ekoo-oO?r}{0|RySFK^e6gF}J zi-~?lPFxtLc4B7Ouf-=M$IpdYZeMurCL7xKQFO&f=9BO`FfE5vwX-Yb@3T?0G&D~? z!nd+l7A319{C-)YrW#>75>h~QWSG?Rh%oQoFGNc}LFQca7L&L_Pn(IBn4PWL!n6(A z;||d`8#%(9-tY=phS>OGS>#(e2NDyXG->>Sto1>Rh)Jd*_AF_oIeBt(nOWi&@uxR` z49CHzdO&O19Xg560_(Pf0=n)7uM6|W;ShPqP6F!5gMm(R7T|0QuK)Ka-3z@s;Q|{_ zb{oKk4gAB?+MwhBL(mVYaG+Uk5QbLI1P%Vw%KSYR->ZCSq;vDeEf}*jr-_#O?W)&P z`qWSx<@xiTe2*r{1BHxHU%&~R_Qz|e0&DN*(}gru%snbBe=9b5&2UPy-$Uo~2U_VP zTzK8(e56XkgrV@}d9;5tlFrEFG zHII9&3!>q=>_SrG8DcnIUBMrm>3yCU@v%H09tX!MC-EdZmR9%% zZa>cIH=>pX33}Xms-3I5#Z~==u=DjZvm;Tn*O6<168pYf!yJ6PiU6vXh3#dnD!XyWq|3!ak+;r{ddr z1sZpfpLq-{t0QvVR3K*((jp&zO0q{R6|nhicf0`G!a)103<`u@`97(y=9u(5KMjuK zs^tQ*ZiD;f+YWyBy~Aet{`jEsL+#Rqzc0%D6ennb>`a|#?G9z70T%kG>-Ft#pvZRd zx`H!0@B%gev#cXsW&r#}Z;b5Y=uelb_A(<HXR48Qh zDd;beUK@%Tt!v7YP*>yNTPXWNlXc2WREA+A2JHLyt()TTF~bhW5i8Rqsf!GiD@n+= zs$C!|g�{Wj(;jVt=+e%RTbDO1~8ht1NMOMnn;tc2%l@#$C+q;qD?9hJD(p7tv2@ zJI)RWI`oD|AJ4o3V*@O2UnTgWj@DKqR;%0kijJsG$3{$BCIa4Un1&>}0sd<8LoT^b?yLH_TG>7BnwDU@hQ@Gc+Di`hg!9=}{wptR1BQsc zyXX{lbk{eRxUWE`@F0gRSZ<)L$#KwelZZz&OPwX3+1!0xBOeXIyo*>5Dk%uypO$;; zilN`&HJ5u-wl9V^n~ooq+^^I>%gE|}VEJXI>BWHJTy$NXyo@*pQ&z?NEw>KQ3(E)l zbB^ExIPjOH2GD;XK5JF?!B{tdEDEXn)-RvF*+p zid0dXE;|#)XW;)AoACg$UTjrrP%>gOr7g=sKR_7)dw7{kIBvJ5xhGCp11nfI)e>S@ zqm6}^Pz*nZXW^LlaSAB;@}CtyQBU?YM@Sj(h`Jf_@~+TAAF#AJ(ke+Vfe2sxz2&x*KHV34Sb8Ffjr z7+=aa`;^c^VH=^oqK7GM$e-1>b}I>Rj6&wiw%X+T_b?@Kb9Zc5RV#cgyDh1K-5Jq^ zQ7e~1E?>*3%X;0M!Pvyt$`6_Y%d|`IEb5e0#m-Km*|rVGIXwcY_2iXx>6c%%s)Uoo|c)s0jgR?()67X1Pc+n_RdwL{mEK?0@cjb z>&aMfZkXArt!zJ^utv7$l2y*hxNL6(1w8kgHfiW3r#$q4UwK{0<&P)&CxR=ie29AK z>14!w#0EarU-`|2A1|uR*feI4jS>*Bi0rdHj;C~k_?w0^*5(RLZr@k#c_it57NNGm zNv+Nj@E6ZN*BMzQ<@|+TO1uhTPm=?BsGC(=V;>)k7^moSz2@3kIdhTyF88DukJ5Q{ zvK6{s&_eCZl)MNwN*$2Z();rvJo9C;qw!X(EM@1dhP z$VLx|{I)Wk*pwt|J3v0XPv2}nZ1IUG+;2Qh3@snDQWgDndDxrwQ7^dn^%8~r&<;UO z$2!rJ*R(Ocwx+DLf-SGyP~iAA?Do-SyhT%ZZw9r zjEE|sea^(ZS0@+k_z5R|`v^I;UeTU%dhB97-EhmbDb!WS6SwG(RSxojb-fsv5Aa%# z(^$FdBwRC_1C*AAhn(~wSktH9n*q5x0v)H-fIo0orh;ltj?Wpbe$jEGn<2F=^2Qyts zAGJcE%)UWS8|77@r|=}?oDLHz6*e6t450thvi}((-v0pZ0u8ZdZ=2=FA8@>8FoV^Z z)h_JB|8bE?k}`AUpDnTQ`L;o<7}g*quW<%BOPP?-{O%sC&uK>p_uCOjk z4S#0AdC|0U0%2P>igW0np?t2cW?8YhC;IB9jJLBiD;!8VH5b(o58>|&S z;Gm;PZ>lo63~$z^($VwFQmu`aS?Ls268CZGV(pH$5s7Rb9v;esJ)@z5d+}ZS&U~-^ za_ZiAC9j?x_Ut>qY(H21ol(5~>fTtW)8=JqauE;flj(-5#s#Cxi_!+kt8NM2UPO+v z`2|5--?W?A@6m2$XAl2l&-&&Te%|-*H)>;Kb)VAnWLYVd<^$X7YNQwzj>DF1M-JdWB;WkZo$%PWN**PzS7hHSx$$zn@;lKJA|JpeGo`6vOqt{2s&&0BLNw?r*^1hq(%7M5~!gXGGV| z;;-`w;$J_tJ56n2xp6@~G|qW+s@ygk=Xs~{q?vo+{z<60uR#~0&fu$Li6Q1m@~?%e zb3TArTU6Cmw&1l1xY%sk`sw;y>*T5+Q?V%n^&%pCH?uCWKS@(FK=8?i&n)$V6@aKG zva_$ka#tGAvFDD>zOL zJ}v5}Lm_b4LI?BDuq1b&X-+Q=JDJDpeCRPWG0zjUP>%{%RsCg8knf-9s*C1J%<%-H z43ELeC|>MiAM4c%dJtAJQZ5UPdkMVHJ-7MvIFj*q0-_j&=5+R(+hhtUbQRNu&ivV( zbQKTJ)YG&O75SiE{xR^{&z1X)Q>|QUC)DDbQ=EP?%fG1Av%h`U%N=+pzGqo28UEgj z^iD%FGOqqhGK&6rHp0zBy?c@Tccc8hL(r?aIqUDGSh}+nj%j{TCIYJ$0ajUl! zDYp6i5EqORXyx5>^mR4M&q~<`Kj)eoXo_s@0_>5kM9;se{~@33`Uw6eyY%4IvBE{Q z`;h&Ze3hlVGs#?Lu(xI7JhLCkF~BCFSw@9FYj65OJW|^8Ku(nboxk#{RUe3-KO4O# zBJeI@B$f$l@r9PRxH6MPEM1IuT>5!*)=sD?j8YC-f}-zrhsd~$aPaLoRl1D@&zSe) z511St%1OHmX5ELwr zpbav?XDK{sh1QR1;?)8|F=4)imGCl@$WBAEig}^=8&eMUP)v>KS%BK4*S9LFcAKkj zR))N=SwDaG*J5KB_x0%+2i$nlR}=X~iJaDlqrRJeo{2uwIQbH%-YWB08H*-Nvh)KSH1!->CBg}YU@nA0bc5?q^YS)WFl&nUgDqHWg z236WxU=dmcwJzLBp*yQTx*yy|$(hg!6EOoH>bOYcBX##hqbHPYUwx17kPtIoz2nsa zj;@zvd)WBRpW{f)7A#8OYo!A>xda1B7+^t4*8cQB1mfraQg_v*H6n3$o_#LrYn>{& zq|1eP5i)<*>eTr8q=q|-hGyX1fTCibMeQl@`&@cd=(u`CWBz~_(7_8)PT+# z%Qq0o=oQxKjao&)-ZUs{tGQ%yo7h4-)vWbwMUeP`W@%nSOZ3dEm??W|0h_s4>vnXf znu;$EgS0%Xx-4+jq%*^QG?b#k5s3p_*C4vHmK zw#F7;jf)=wc+bZ^5Q+yLEXU!s#`?Sy*hoEh}5N?g0Jb((l_ZDl;dz zW_m(Bu&!>C`b^7YK)1oW{a2co@dkq6)ed~!f~%y*VSU-el$rP|hq}>cYS(>V#uH0& zK5Nb0o3vj zjP9u$iUTQnOHlfG@66&Q%gY`HJM!yTAEK;eJUAoL@K6=Wu~rG+pxU5}Hdv5IaVUd1 z4*Aort3w~_3#4n5cE(27v)C|R(oz+YxYxdsQ~YA>CS6dF=hIfPs5B5jUa0=Vv@g%h z^f0aKs}N25$x2x^LSZxsr4Nm2R_zhA>5{o#Y zYe^%&^3;5_R<~!P822kw5~`UtC%+H6Ir zI{m_jjz{mQ%@H^Zel~*cZZcW-n9=GQf zPQaO({fDP?ng%bGiTkx+;-YXQkdNWt8?PUgJW)%5cu-7*S`a)^M!W6G63viw{iZM9A({*jRpiLnRz$C5!^h55auC1zv=_Ov*G+4i&~#GL zelJx#|4^YGqcIPI>qjNh$ZzV(`%b0-4^eH7aBM2t^q|m|gecefQyIT2XF&GAh^bq^ zeQcq))J6_yQOO`u>A}jqj3PHtSH#vqLRu@R4|e)`JkoEf8AZ8{O^p&hGuy8rvH~x^ z;0I^{;nCRQfWQ)sGzkE;?+zlrrjPs8M@3)O_$ zK+n$Gz){xljx9kEiJa79yx%$xmLZAxxi}5336MCQapjKZiA+iP7n^6$Jx5 zXVBQtDdk&;aHPznQ;JRzSMMK_S2YD9J5C1rLqt5%7qo}3^A(3DmJo5Lv|kple~dNH zsiIPlp*@n8RJEk&m}ML7UrLpG5{o(h10iok20wY2{}`8&BROoRz)gst=m(Nf`~$j6 zLOrn7e_optcNUvd^xxaFjG~-`^+D2}+Xu3VpyHW=JfN z-C2{9Wo78~syWVCS69=fCh}X^P;|_slSJTX-oe#vtPar18_Zr!vq6>YrSUjH!bID6 zA)-=)l|9`|?;oUf*gNrXQVC>mviY*sSn!<6YE8?DK!5sJpDi3eEZ!AaE^N=IPkr{W zI9kZYmi_%^nN{%E{& z75ZuD!(xr6J1b4TUJ@Dug2+k##gj0mC3}1-Q>}ea`i`0t6FsgWlJ48pT8FG)-3sd42e$RISdIrcfm}n0C zzzTfGPYDo>cG(o5nE!mgF46)UfD=5?8V7#2dgmqaU6sO?+}o&S!&-BT&d67)JdLA1 zM3{%+_LlP{?JXGbg7?ioycbdmfjG3GKX|=3YY=^6(c-gp| z%Ei8U2nZbX2bY2rZ}dx|hIZQCLfeeAt+$wlD`tqcw9agByO@#-16MyHKIZ`Eugk3)Kq!Z_L_(unHG?-}_~v z%ubtCGw&;0l3sdza=7DnDL!jbe@5z_f`w%N5wt+)<{-m$IjOi|V&-?Ns}TfkjeA;D z94dTbXE_-M#_2V_$u-6M&Woe&WOm;0{h z+lh8CrrBWq zbrn0lRC4{}F9OH#aH(Hjk9gC;yOUqw^e)XD0IgkfRf>A%?3jm$#a*DPJxy%rl;_gH zlApr%1ZVs!%53BP=R$zdSObM3F9-!LjSrw(O)txqK>Bpd2QV<${HIo4_8c7lhqtL| zi2;{Nz}5<6*k@r5w$mAjAF{ny)?Zw&uyN#~Z`9G!Cchgj?titpN4gr3R(z-`9nUZh zitK~pmP6>VUjp8mONz!&N1%(2W)a{tRfO5eVNa=INq`W_A8z`a@$d(3{EI_U{}Rac zZXg@Q7bHmeH;unNsssDHhsCU6yyzdE1p?4V4_+4^X=T~i9zXBwS)2K$C8pc<-o$B2 zqnAJ;o|4@`A!|0ul>F(Fg--6*ja*n56Ea~@>?)=OCBEiWI|03NURZ)cZD?E?24fhU zDCEV0_k&VV_b3VFT*cq)`_&Yebe@72O|PO8dU3Mp>)XNpfct15#aekv?^;Yur4ma# zu~MSE+GxNs60oS)zjc8}*uXA~iq5GN<#kNp8|JS^IYbhZ&z>by`wD1#nqjKx?R+U! zY0-2Kh4Rza*0o73igM*%eETz7yJXCmdVcU!rawdMmsNcYnWKner ze|~ygwXT`(^}s1V(mm&UmVGmAGLO;@r0iRikcEV-n;*r@UyK~mYdI@)Ed4`pstwUp zUa2Kx0DGqQukj+0DAt?Kz3A@K@`Rr|zY}Z1heb}5YFHc2+>jFe?FYa^35}!*1 zA6e+rG#Gf^3p0M@a(1%MpEnuwWWN}>U}paQbKvG;qO$GkGIx=$;97!1=H?+$;d6rh zQCEc-uULM&s$*cc^vCfwEw@CK#qq|;^K9q9%rKJEw$9W}UfXofI1?PTHCadeQ`ft9 zpyTH9yMr-8C-hoxX|!aweoX%!ptnVidMb5g#%BwB>|S~CRmz^lA<1I&^do{Ng2%Lt z)GXN6cw>RFtsh3Rh;mQ%4Di&&Tj>R|n2H<;Q7(#P9i;`u$?ZT7gp zUNKP{Ms{%lZ@`E_*iV;JdsM?5gI^&nWpjqg$>K^d>Ph4v?XXZzJWorhT?K;EhIlX( z5YwWdy_tR^j_q_IFSWlhC>MQFkK z(Jxhcgpj0%*j}#U%-6_j%pvbO4mJQ>&E5c&gr;BagNm8G*PI`{qUTMF%7;YL#SjCu=N z+_zY8}u`Mbn*(-cvbG{=u}Cg2#L$r_};NU$A*grgyj-Kmc`l7kfjqtzqY#>?30{QNr2qcB`c^$SE^y=!&OZydGb$=`5mOV zfl5O?pL}o9%Wt2S4r#n9-`@a(dW*0OI2wetREqz`+DD&HQzL~eH|E; zUpm}O$dkg#&a6`S$k!jn`_nkCooX*yE&AW;jN9u~|SnrF<&XP|SG0Sp(c-z0#Xuno+=!mlE z!VygT)Lhmjx6}*R9KvREx~nOKc_swR{n~{wK;=jal_bOE1oMr%=Lyv9qs1D2`h~cg zZHJ)+Fsdz)JsYg*-ye=Avz@yuuaVu67a8O4m;~E^2~^1>+If)%g?{T1>EzXvfZ01R%5KoFnx=6U&X4*@JmyEl>PB(f6#e1fTG*yb8G=Ag+&yV8@9&WCY zvLN0&O9RE3p;k|?d)vv8&I>w4W~&P$_m&l|MsyOfd9PEgUz2S<@Nf^!j9Jg^0hT1~ z!V{O2WC22RmA3UjUVR~xfB&a^GFN*ue2Ytsq%g^kE{w?eLzh=}kc!9k<_XhxkrvtI zK4qGxGsg)sE4#DI&u)IV6wr-6?u&}tzehQG-MBgDn7Ndx$IOp5McdTMv?kH1dk*nF z?*bu=Iw*k5L-kgq5IjoU#V*k>SBxAMfaFqA{Uk%8#pzHA1?N~WgK^gxEstNKp~rZ zAD`gKj1ZFH7&Z!~F^rHqgnD(Ynq{g|ripkv6A`BkTV~t&>u5p|>X$_v99yjXBVVX5 z#9u9>Z=3`h5H4i0MfA45dL}PToqeG=`5q6apW)8Q5f(l`+Y$Cm zJb`yES)-aQKUEuY*b(VRBSVqGvR}s3`VUW<2=yYxk|bz>X%K1ICrH}!Akkn-EqOfz z{z7i(21DIpb6P|xC;VXR45}LaAMBt^IP#lo^hHp@nZpX`R2wXbV_57OfHF+uA#gt= z^^bG`7TFi6Tf^TSzk(7<%!7s%Xd3I=zS6cYhZz$SVigc|eiNtL^%N&Zvhf|~({n?p zeK^7a$fB74AL8))!UKpXx&Q2ch{Ny6p}_&?;O+N8;=OV7y&@?!7EKC$VX}wq;(9=s z-<^!3Zdh2*>xtzLU*{Q(V&94lciQ65HmOAPD^<3yM#E8W-NzA)MqleTZTo3_Z4xG{ zzN+nUB}MTNR=jxqFtgWOsdwlRB)q{*^)-chQ3bBLhl^+plIB#eUO9|6_;Xh0YPRrx zj|p_Z!l`1TCF%OY-WApsJ)Rm|4#-^LqTzQyCZkZgs=*Y^)aSU}QN!FmD#SO8@o8nmQ>_br*#4CI-SwGll^MY`-)HFDH%x}EjaR+FCTOncC@x9Q6IGFck2O-wQA7$j7?2@!Asitb~(&Zp5;zk zqRM%xKASW*jqtSKCCQ`^Upd27B4ZBo_5GStWK3IO7;Ps z9Nk)cDtO_sW}}V$O$-^CKJ>wh1^vseTIMuIgSSV?#N!8juAf{YqA=d;W+=bkTT1Wj zq*>(;`oU{?e%mc27@EnWOLK1750*5~7n9D@(BgvwmYz3;jem26o$Ln)3w?4iG>WP1 z#Ctx{;L|U_7+WwWj-HzcT-_t@0bTtEE|{HpUjM@*uKORl@C#cf-sXLM^$scDb{uXM zTamUW8Jci$0P{Ns&zttefr7;o2wqiQ`+4*$o@ii;l zEHp+F2#-Sn-}@%mMXj4YSK-OLu8LjxfiMOmc3^dz)n`oP24w_@g{w?T^i!PFEL< zR%+kZ6yMd+moLrz40Xw``}X_W-8}wF?k1ybL2-Ixiq(wc0lyvp%!&j>BsUzW9Nh8O z^t|w``l(0zMw^+4_ear#c7&hQX!G;ss(ZFyu)RF^Wg8CG2r7K%{$pP7_w1IE1ik#w zX2NVD!`wCHosDNFbI*Ebj(>3S9qc=HQ2HDQXpXx*Vf^lxw}c>*`Quz+^FrNH_m^on zx-&JvyHv&@-1XA@g)FIAZOTx+_?sd5lFSd+{2ob4X)B#H<0iMESEktX042ncrxxp0O=2@!cTTp!~-_b+-%&`zbr2Y)(&y+zaQ;GzEA`%QgQbt)9c*V3S%U5on!< zU62hywhc}d_Tjy02Px<{?JZ$3ZafGyRcn}3JDBF5rYG_i@AR%RK9)*8W!#Lfo-V`Pq*y9||oun=eUyAWEK3;y*hO`JP_Kw%Vxs4$G4Zg63SJ z0hgj(<5Zt;`679byS^te>vLZ6`jrPQHPw)s0ZWQNnol`Feeb*2n#R7QJ)Bu{WuuO(u ztyQiHyOFUtc6Uor+#KwFU9rMrV~i29BI^x6d`9m1ZS`f9lfBYr|Hin+|1b?c>hYwi zDAGOf&F;9pXFCX+yot@L+n&V)B8-!JG@CPdNZExwJ|RYk8k#UIv#Y(7F{?!X@a##K z>AQ2-vAI06;99F_-p6UXWn8s7b;qQxB*vTG1JExsu;3i2*?{{M<|x16`Q^ZHJ$DcI z(|2-IXOluY(u55r`yGyp@Zb)rR^gw3ceqZttLuklf_K%&-6z*S7)?E2c1n1MGxm#$ z211VVNZWVBnNoSd-a0`$4v5vip6irHI%|Ugs%UwiZB_*wGnGK5N+ItuDYaT`=(zhi zh5W&GE_2ZDRVoE$NX!pZ*eoA)_ZcLLQ)#O_(X_Qi>0&{{WeoTnWba0f?=;_N@&c>V zWzu-s_Pc(fB5tN`mdT6#Nm+^9^-<=`bP+N&?JI3U!ZUxDpoyalxnRlis~wU-o!1&! zY#6k@oR~uc1=pyPYMPk0>Hw%(C2k#-U`c%ey@yc-w2PY4uCsg!JrW>K-gzXk$)8Wccw`upJS+$Thizu~;e{)Q@E$%SC(U?qJw0P8?I;gqOtP}J(308Q?6@AL_C z&Gp5}bwyS3&-Q!ggz-MNhJRM6a6A~9IwYq_eV#v8v~v`5hQ;5%*6EHEq`drbomo3= zKGH`5<}#4^3e8+<`^Lz#;ryymC(!)>(jOuUOs7HFwtWr0NhaKfShb4&)1$$Lg%pPF z*yI9yRJ1il2W9^`21=vM{?Z^RO`h4+q z4AYUlJ&fM_LuFZ${RU-0zLMvnQ>tw(S=>3q>@NPHSpMS44>bjgXuhRQ0 z?$leQtvs0=2F%uc83qn?iy{N$eIsq=-Y-a?#~OIu<5i?9W%V_e?S=gI|JqUDOAoa9 z4#WrWovw@{*s_7`5UnZbD2ANZXi-}Sfw5s}~v%Oby&#rvIMk#*rl>{zRQ8D?n7Xo3c z$;Ui9ZHTDc>d<63wzsoW@*?T@^4TMrc+DZ}vJ6Mln7sHZ>K$*v!{nsWoik98Mv2{q z7g8tey_~B3B1Kuz;?e-y^RwQhGQ{bqP{t_r7hN|Q{4xF*`slu4z1YnYPjSNX+GdyU zpBc&^CH-Z!=g~Xs?P=oOwm4eht8Z)pRj9cHh@*3A(u5OEpk?BVU>Se6qVdtDS;4SB zNT+xwr?x>t#vtGEw&QbacWKcP-NSaNkh&HQ-^}X#a{WZRcBXY-gC0dy!5WSFQ2c3m?x2c{uP3 z&WHWn&SnWe%myxHp$6BWnQ}*&)J$zZHI8b)rcMX_UbTq!_T=7}k=!D`#{?Ea(vC4; zI2Un;l7rQQUflwDfTxYv1kB@`e|X;`a9Ki-`GT(zvM3KRn#0FX2O5$Jy7@ z>i1Nf8Li10hYob4n_v#gUsQAsO=l4)0 z^jA>pn1r}#O30GoQYHMERM!=nJns)At6vTlim?5~l#y4|Dfdez6y#$4;PRF2Ys9XF z3Dd_!;B5c1uraOpgkkXJ+aSv}Py4Cf$d9H6$)3|Pp&FKb?vyEpfThg)v}*TX$77!d z2Ke>2@q^wR7$p>=>X)F9UiVdiKe)-SaL}9k;7xE{eRYtpC?89Ze&MsvUJp$LN6YIg zLO5ef1`m}3Vm9O@?6GM4Cfcv%A^Cyk_$7jFz!-I=u z<;q9#>ny2ucUTM)U|r9PL<8uiICzSp**X5<;a5V^P=RP2pAP-@K$4SnufrPET0)4_ zV>W5>@Bx!SY&lMVlF^4`yyxL=W@`D>?Qc&t*Q2X}vp&&8=BAOL=W`dT6Zucd!fzE% zrwi))Q~|}noLns6C|(AbpkJ!C;}#~b{UbYImtKF_hp{*nUyT9V=-l;5(Y&*t z!!YrzLRIGr#Tx_Sn0T3Z+Kx4lNd;ORqaV=+RAqSNhsI~-|BtMD+&KLq(Ve0P-~VW{+y5{Y;F|l#F+iDXnl-JGqREr}~536qu9j z$BJ-Dxwdr-liw_|9K6V3{o=!1U?Cc6SmoOR<)9oYFPTe{XRgp5;#ja(wh2``7tw}_ z6+$_)^>+DGy~p|Ta;08pS$Yi94+)+wB>vi4efm7hx>V{eFKh4_abm*K=gPdz&*2{P z{tT_hUq>26D*Es}&0}=4yv0r|&KQ>Eam(IyVF&g5UWXRxdw+*kS5g_Xvu@$WapPTK zXQMBF$lKE4nbZ69SfA=jmU^>Tkwp7_85TcrZJvUVh*Ep5IXWNRyj8b=Fq18N!)4;p z#K+8izV`lM^W=L)RF2I_zk^^sV9@0F?s|5}yYiq%KxQ0^2wz;^w$vQV}zz0E+SVo)3LmX zkI7>07VLAn(y9FrD^4*|b)aiX!nf!pzcEGSh!^vn)BDr0sjk%DnuTYKg}Q>1c|G)7>#jN94u*0;bOI?Z3wxSbG368=y(3EroVFx@i!ZPw|6vS<;@D{W@5$yOmiu_|Lv=V>fU!$QlLAl9^P0_5HG%$6|Lz9I!)aM z9C5sOIe5r$<*HQHdFci8T*3o`qq?qB9`pssrJ-X zsz5+|>Ph|mYV^um1zzgt_ZiF?U}GNnb}vIOEq0f_b8Qt}?1}(p1S7yZ=!0U<1r+rK z3h?y1l_%^~9@0lV)wz(S$!t`t-Nh*G+W85ph8~UQizuy+V(U$q4qM7j@{L3c*9_

mpS6>eyZPt!HDTjVvS#_OI_Ts~AL)q6$Y;g2lBMb&p5&FCF6U`p^Y49wjX zx*!eg%ScPy^dq2$N?1F7@c@KK*4FS}IUpByk zFZW4of)vbaRIrU)M08V7V4&AjMS@a0gZ0>=nfV4v2!1Ci6qZ$ohSo(43_xC4-s+WR z3k2BzJQL`;K}OnSzpX)TZ46;V$-@!r?s=p^!15xnVN@5%It{SKAvcO|$7n|6FPgD!yK>TTu0 zvW7oR@#m>V%;P8dvR7-aI<~M*AvRD@7ztO;fdhB`Zl*YRbAO_{*Ec7qtz~)z#r8Lq zpfcUuC254(M`ht_1m^Djnt3Le^z zX}Y6PE6->z9m;eouS$&ZstoTnt()yu#a-CH zP78eA)b9Ao*kf^7JMgb7`OXsDeJjZjaJFo(qYdgFGi`6Pui-X=vms2^Z=x=pLtE+M zH;fgp7u9MS&pAG(?KRF5t%cI(BvZm0!9WK1>U(R*pE11=w4G);X(Dt+DExH?PY~QUZgl`g^pn0Z)Cx|M_L-`( z67RM4D@~`9pL7k3a}rr*rUN-M9}`Z-oIoIC4YmIY=!@@hVrgf?8KKD(?_xA1ul$4p z8$hf|r_(rVIae(L#d=QcUq@3V>5;xY3_{b|55R1){0tD=SE-%p#fx+MpS`L)OPPxC zB0^~13W~TRJ*wOpd&|8TuK!Yv1@522kHa_FoHmt1)>n!cj1PSq^NAU1jZ3RB8;N-0 zXsW5MtBP22WRcSM_;xusYlzXSnnncqFZ^MGz6^n zb(lTPkwHuWy}l-$9U+X@jvGRIx;p^&dv3L!E|JC*1LaB&ZCj^Ru7(`WDBhJn7bZon zGWS$CM)j-$jW(AVp)&n-J7^fdhKi%Ora*@Nw1L$&gCE`BE`8J_QK7X9e^ z@~Y;{unQhG#VjR!+5p`H4?{jxyur(v7wK_t*^a$&z6)$7J2>0Z!MR@{b1t3zu^Fof zJ$osbc8E6rZ~t!9qVnC65FvLi4J3UtBwN^eg(uYxkeqRoAXG@V&CqE^^_bvYs?y~B zm#*f~IIzbq0KH|IDbMX2NK=I|6Q3 z#FN#5W%dK|qGX}-wHY?12aD=?aenduf7h;2*n1i*drx2#nkPF$`5lIMWZSxE+_n8h zFpX2&znxfwn{i!@xf{VEQ3_{xDpAwC7v{pF9yN;P&95lWCE-T8wrh*aV2#PV9K~d= zVD;&6k)ZC%Qax(|^~@aeylUgWr8Rq4rb!#rBA;8Dznj0;&|l2Gp9a%E>N;XkR#!iw zqnhG$!mS?Un^;iNWI8d2Z-Sn$20f&2;8ATeok)6oxw_%y8%%N1i4EG*keEls^9>z> zu+g-KZlaS&PquCU^t8XfW#UoTl*RRsFkw(wE~oA1roEp@r8jYlf!{@SU(2i6)?cxU z&?bd33RVKvr7?0}#L2y*`;VKc+1^;iRAKvQl+7+hH7^Jo4p85#9N`E3{_VpYcXd&O zA{E&P3t8s~xeM?8wXqM?Gjd=x-6hk&y1FGr|S&XV_6}o`kG8Cu|X$ z_rtCa_DeY`eB+UWBD9x_M%!0tCTQ3mzgX&>E%EC&3L$?CFkBns*Dw?0k&@?4M>T#QV0 z4meZUZYL(rpmtnw-1?JA5{<%KF7sQ9@1_N)xlVt)38!uCk4?10+= z|J~$n(o~a9RujeAYG_V0DZn=;W{*}BwPLGz)0ZzzfsCfPO__{ioao%|>WW$5%syl@66NEFdA zcf#r=5L%?K*WwG%14GS*bt?UN#y+I(E>HRzUPlfC_#%;mYjyfbj{x}HoM1&22C^I} zcWwK(!Hn`Dd40Q~n-#{6mFaIim5I9tTl*PESzG;(Agb?2RttVry{${@d7~%|d11msw^1PPaR;Z3Og^zaN6C>7`kjfGocF z{0}4je{5?1M;o^0O%1(@Cc5;4s#U(*>`sx`amb2OiW2)mo5;5`U+f>tH^~jsg4cX} z=o9NJ0&pqn$Z6uPq-f)$#K5rUR?bEL;?HwsYfW>RTw&a#`ZKbsHP4&^87EHVp^<*C5g&xO}!2h%e` zcY{6Oy_ppF8Z1T5w#0dYL*qNcqKqG|`)8{&Oo>8DPk^ougl-6k1@MsT$c4x<0~Gyq zp=rbGA43jf7%OE!qlv8-6ziW{WZx*9wQ-QpY`n!I3orE3L5FNCtFDK~U&12AXkm_`81oZq9{srsezsAm(F$S@Kg8~1v#<%o>6k7*VTzG)ZdRn&G1ZJ8>->le$TJT7 zV<2A1cQ~|c-P+&Lb-x!eCrI}XW2VDc)ThM%6VjfPpQ~Nn?mEPKe3T>`md<+`1jS|R zq_Vvscai^1i3Uhzf6^N{!FJoU%_i+WwKxPK=Q!C@BsDj5e8t7hmBIcuEfZG2Sd zy)#=xJj_M6HV8si*Way-TGQ%1SPoWp7UMR=00jJ zMwRVwg#LJe#!Wo~*sIW1hlVa>J6GS>=*WV%U23ZKXwmw9)d@X0s2YJ^(`$6nZ z3s|n>eWrMGqV9|*Iy&R6{p@QLymtZOh^$yF`_C2e@TcQFHMQTmUl(-~Ea{q?yHllr zcy`TWvI{H7V)I8ZyiZMIp=J6WokRQgzC}5V{!$8+$5o=F_l~KqqVDe$zQaP@+!I&D z8#ElP`x@U4+;9>#FIJXTwJU+$*cWT3Gg^Vr~(pIy<{Lm25+ zT~lis6nB-$>#R+Q@$I@6P2zYBd|j`T4*7SzLQ^KWFZtO-4`rHy6RIv0pQwsfb!C@s z%U~~kFjxF=?JK0}+M&JnAb5WV6wz=bBi@SMWUNj4`HAIT^%=~%C1`+6$5!iW9g73QE9O3%tQ!REqu!A_!z_tawP>J>WON%^v1UGj}JcZxS~{KE_9fPDDe)uPKphRPyT4^95=8wQUDf(Jkvz%mB_ghD zIqbOkBEqjLG~e4J_{0<*zq#*Xe}*H=UrGXm5*s^d+3y7r@dlL{OSVjF?DIm>t05Fi z#ctPaCEqjaKWOlw&fsxMl(&wIszVwd8>|PQ$?MuoslT;#we8|>i1YvBhs-m1lRTtQhHN4 z^+?IR0_m&uQHg~S?7DxhV|uV+fgTGw{%J32;YnHY(_uhNMiEVO<`|nd`h@?cmJ2^J zi7Pv=$O%k8a>k)DMRZ__mrpFO`8yk&pk^+#De8%`PirFBQL+hd4C-*mqcWeIDa_K^ z4AOSAIuq-YvhfFrfQwmVSLAl}0qj(%x9~Iec75z?f0x321NR%b_3VJwS(f$R-F)K& zmL0Q?vG-SAWOP&LwwgBBr$hQ*kHn<@!|;?P4FDHB{DN++`n&(bF!L$` zum!a>=!#$mYR(K|luC#4mBjWOjMVqK$e=Pv> zC4aCSC~^~3TOlvz>TUX<*!#k`|C62lHE`OQKREmlf|Gpx0g}Sqk zSW$sIXG|%y*$|+zDB7`2RfNo^=-x2iGECK4GiiTvS&ZoCxz|+D{WyDOfuFd8sa{!; zKiDT1KrB80dy`E~lwD(;UqJ0-q?tfi{3}fEO>WfPn0!p)5+lnM{hc{VhQJf=t%ZNc zk$pyiP(dl5B1iFT0{OdrdA&!;sM1I8R#b3qc~(k9R=;#2{G$ziTfODt7I;;$-Jg^lKp$`bE;iA?K%q)C{Vn?$v^Se#%tUA z9w9d_hGmmGIR|2kS@sXL!J}uPsS*G7w7!$pVPX>Bm8PP(>PDelmB@5)FmQDD@wT}3 zX_Bj}=aBBb06P#7&-=)*P0<()Z=DmN%dMdN zkpZu@EAdp_J_-W1{ZN`?>5zCME$z^sgVD;Q-$VGMITw`FUC!SZBr1UsqSf9^j556XyWVa_>X#v44a zCn=xty2-Q{%YzTNCOWy00Dk?+5wgXn>|jL16a03Eel|GCqeL(6L?pN>}s3*I-GiSLZ4*EAQ z#W+Yl{K4pdleZ>lFkNxvY$503MbxreUD>5WZ+?>EB&91m)XK)tTgPU^j%(-^ryRDp`VwFVyP*4A?Crksn>@<# za+G0bYfvtgro61F&e|EOxYo($&-w66)VWY@Js&|A`&fz7*4et#$_9gm)VMu)vLOJI zG_Jf6P~>mDom{-6Z<%7#h!9J3CfQoauq`2@py$}>)OR)r!TG$foalDro#{)Z8DJ;(nyPA2sfIeUnHYux63#6(de5mzo ztOgcsKNR)fTqCjVxJ1S`C$tO`&z?L`1y$uj*9vFS5P>~te&T@^(0q{#t-{o?8}#KZ z^!g;hAaDp;*N{7un$xX5`t}lBI3M&6V0pi}ayl(Pr+@%u1Amw!c^{TU!w_S+;3 zYr87>?HB$No+ROEpK`LN4_o(U^%}#n+Rce0qb6IBdIEVvJ>mQhExlSeEDL{FF%Q_20Q@0;A6h6CV92fk=LbayFO>uHqCB8%H<|? zg&hMdB>rNw%MC~AiSN5GIJ-QrD`6UEG3kxu*XP6Xp_1N1r`gSST0f-tP9|Ri1;(u&mr=<&GoWg+?Q>;R011Xc*&uNmmt!nHG93=9;W$vzQ08NZYEK8@dU|h#kX4+r$~y*+kBrQ*^J@SKz+%_zDB#^a)iTt< zp9b;JR}*+~WcCj8xzZag^v{f&M@5nZjnfj;l@e8y51E1E>x+&&5|b$rbSK-S&m+SL z;^973`Pkv>%?zJNLY>z!qYistzdNwx8z~vvZ^W6y4qiT+D5{yv-j>C(MUtVCnw~hZ-@gKpO$I^etVR(hcOlqX_5m7lebfWAr+!Ac-}D+> z@eiX!kY@}ITLI8m|D!ip1Q1+PN6g(yBou`ea=~=Q9sFixum8U4k!>Cq)#5Si8BHWX zYv1Cls_ZBimeobp!JQ41<@ya|vuvEMMCR61P8mOH&-2P#F|m_o$N1tR2;+U7BTw5E zXLJYFS(7{r4Lt{SKIXB(O;i?VIn2X{RX z_*bks${zNvlJK@%F19tqDJ433FvK=y9X+Mq2b^*vYucwBsBdc8z;4pMS~4$Z)MLw? zuL_9L(_XWEIni#uhrOdmGntikm+K3Me_n(O6?L|mu~)1|$-EjGx+4TG0gx4hjIP8# z0B?9Ay63K{kJ>LDh}Ezxuy^jnlK{J(QQ7;s4WSpsgAW@7?Vs`VAb`C*@@-R;DAvXZ z(DUny|^bTZ$1NK|ai>ByjuzZws z^N&r6qeZ^7*bR%@QxAEVJJz+hl?RKsf&%l;+jypF7XQ}h%=^++S)}&asuYyYp9I(- zhCc;Rl7yC$QIaFK=8z(c*_49b^j0P(ON)iXpoLvDf1aVRggHYFdzdBos8&`8F&8R5kR}4@QV(ug` z%Az1>;IS2OudyfB{Y@Nm-BsF}?`|bxEkz}*e1$8l)74yCAM4E9p|Pq}?}n4{4g>0h ztvXhE@G>r3tnbD*J;xz;awPP-3RS$3Iih^Z3~s&TCU;+bdp}IL^QbiayKq*VcYpVI z^MWi3R6t6g41!`BsnIs$B4gp!a*uZ~tG%kCL>l}7N|pu5o#2n#W-*P^1Yx7nio!pe zzE2qrKEmZX4$`%(k2;xybM_>TWPSp4Rc_$hCXO4R7}fQ0Y=uqldasObBB3lCM&}Q4 zD7wz+T@We6))?rJ)lCDUT1wQ%Uk7JS_$7IbENU2wkGRHE71M=yK|GV4Z~dWw8@)4u z;gY0p^%zE+oTW$*ZeO`MaClqyiP-XH+p#}S#)ZAhNbn7V#jiJvrfJCyd} zW?SMg&OYoR59;7dxVXwZUqtt6=I9YQry&DL|7&LL+5<+mnQBO#%D(VG%qv=?r zQu+*bT{(Gjxk@@`^K@}!gT>z( zSqo@!#WDauX7cw$PSc#LmeGQ@ZclGEnd9X6?)074;|cZVx(jSG-jk=z)ZkRCH%dgm zeDvk#^DeUjK&3wvCAPMw*@FiCVPo~Ur!+UjVf&~R$M^OTF1BQ91&>Wf==elOQaHg0zHM-jdh{BC}cONi-GW2E|hp&rTuTpc~%pTQ;zdgQcfG?0$!P^{(Oz zCM62|<)QeK`aQqDq|lZ(NM{ptxy$Bf1pbhChjGOaM7D#jg2>(S^gupA zLOQX}Ku2Zk&O|GFquQxq8zdEHpGsQp@D+U zZ+2CXsavT=EDARH0*5ngP@?&+Y?aEt!81HQ9l|kWpDq`a#g#lTxPLC@q<%RN2Bew6 z<7Fx9pNbd+LiKM%({9#h;YtcY6X>_L<1K-oJc}x)uW4S!T>zjJx=ZBW7k$D6lWWcl z_%Gnh)Pg|To-H+!c&^d~cnFAACp)oVQ;vz~=4i5Z!>VKRbd1NDW=>!>0U(X)dSwc! zj^LwKWw4OyyDv|kzsQV1Yny7FaSUWJ$ZtZ!8+Bt}QQh+$I+~8k_;!{QJv7ok_TM}B z+bLxF%_6?1%vf*WC+IB~4LM`xEaNc3{)kaqh_7W+9E{8X2=C-Q*Sl-RqZ?eGV#W7( z@O{G=nn!XL09?yodY|?Hz+%&Y=Pfh0L0R$Lv6=l|S;fnZ!(_Xqt+Jp)y@m0w3>{4t zt&>-Rku%X>2uLZWqj&#JQfC%=BwGERJj3|iBl z91HK~w^UUHhB;*bKp0l0b9%>(cJDpOgH)I;p@a}0PArpqX1>#gxWIvlIY$GM5sSqj~c4B}hxemwBbUzFXN?sFi9 z5`Nj)dFXLxX}z?SS6qjyj?<%r6BAiCg10i~XiJ*s-jylV=Ima2lmtcWF3q%eK<5Ej zgvL{*YJNz+WK&*cM!&e%n~IAO?}v`>fsZ=g8=IOml!azJ!!_v9)jA?jzLP{on8@e(^|fowKMXi2;jgM1$XW^EV|34oAU0Fo ze(6`Jx1HD5T?E<;KzFzBfz=C8q>~k4+l@%PU(bkDanAc_l0;sFm;}1An?6FA_+$h3 zSKFi2f^K~TM4SIBD0(YDkf`M+b$x8AP;YD}F=&4!enVDNsn^4X+ICX_sQ!EQIZ}vW zHP;K>4V-JGXa~k7;-E}FEef^3(-h2AGQRd^LG#s&YKGvoTQ^R+@8zT91LEm(%S1&7iLS9!ykVo z=g! zb8U|K(~E}r_`3Zf%^wTG77oV?d;!`DA;qGSXg2L+eFb7UI5NPgePDSYz`i7UUHR&v zTYzFx>4H#TOo$nq{-yX(mGr=?#-tfBeLf|tPqvm=!H)$~dz=PDFkeZ?-9K(SmbWUC*|b=?h!xO@*lG%uU9>o#^hV_)&XgWsgHJQB~_9$(kFgyJtB z+~s71hNz4)5(%#%pwI22@(q2-D9i^@ugN;Ll5IcZf0k&$sKgQ40?jn$O=2}NH+}mO zPLFj{+-|$pq1(Oidtpj#@TGpV0(^z))WDb3T5l5beG!v?Z*!$SGr33qn|SkwMw_mMajXgtgg7-(>g&4|yJLpV37dUDumnrmaMk*2RE|Jf5Hs8X=XF4nD zS`_M2Gggd_)RQ_|s-&Mj+<()F%OH1tG1?NwIGG&po3XJX@=dw@`@-BHHjPys`GNMg z4`YVbC8GxM2GOlvRT^jVJGQwC11&vYo^s~VV)_3cyzv9<5`xHN}O3+ z^=~1nE_CV>!+7_ZdN#;ZRNFE^Q!5X2o$Qap*deX(+Z>lyXL?0H_L-8n$YYw#v&RDOlUn~w6QKxY5 z?WYS{wujgiqp-A-dwu=C+%_IaQbIWFCeuD>c**^S)jM}{1cB;PbBp>p2s#SOt5fRF zu+oP_1H4Wc(=aY#X8Tq|k{YLW!7a?H~jSKwXbfIw*VTqi6E=oRe7UDAjYu?7UE$ia#Lk=7LR&Cy$0)JN>Xh& z;19HN`7&x7&v|rGuY*SeBw6)E4u)d$7mrS$z((2QAzi35!P;h{qRD zJxLmM$yP3x7Nx;IVZ?6YyHV{~MZTu!TE!S8yPPEqct_<^X@5jX#G#9Ga1?~XbwU2 zq45$xcR0KMFrMmaA9Hi5CsGUC=eGYqKl^2ugzlqzW+gd(ou)tw-LUjDIes29_#u&` z_WSzP0fst#nGuVqebTQi@U3| zcI|0gn-6+`&xRL_JBwYjRfHyG#*z1hv?!HsOvz@UJzK+xwSF$;$G|c`V4zng+EpMj`y+jt zUh8$gPTQpVE$&m_sKx97y`^6&;YrwJ26|5g1$QgK!zJPNnl?x7P2_IOCueGWRVl;9 z+<5MA#g!}yCgRBsjqg--=a)jFy7=qnT9FU7hiW%s&DHDQh6bJMqW&ejASMo43wFHf<>q7Jk+~; zb`^c=)aKPsvLBtAm=}pSs5?tdqF1X73_U?MvW#;yIol@rby-_Pfj3uGf=FL{G)p{Q zn;H3?Z_Z2yQ(wWN4Tg0{)IAzM@2z^4+|+vIrT9RHIa%kFU}>>YAC(Jn%15&xKdkG^ z;47>1rTiedWoOk2A+Lz*=gU}u_d;IcT2b$ZXwa!T>+e_JiM|`Wi%V%rXTAA5FUkDd z&9eJG8qR#D&VW$d73|vir6u#W#zYEZ#H^ODtgJ)vT#WF8Gt2gLrqLz?C49wv&kvAu z_qjIov9_6yQEJ1m$Z;Mh+q+KgG1ZuQW;pWar8j(8avr<7e5nD%!fLSCTeQelQHvEz z%7Wob2x#0ug-eR%$I7Fp|6!z>rm7~4`T5QSl1n#dy8<4r?~FG1FrH(RVU3;}b~7b; zfWPpp6g3Z9#!Kp-8~$jUmUAp49P7$1nyAXD5iKureiCP(FN?>;D4w0OJJSj5Zh~_H z$DjZ<+7>cD1Mdca`yM|6q;)6#wH=FpJgXvk+7kJ(IVepa;p-Cq0n$sof%-|~v~$7h z#%GMeO<1+0UggI=r;JL*}{S}O44M$yvhKz???aMZPRFRUS!TDt*+9KfsEHFB=g=J?8}V(nciumbwWnPyxyW?>O?AEHG0ELT zdVP|Al9Q8Yje?BG(D`Jq!e(Ybc_&%L^o_4$&CaYl`vq2Cs650&TOnCFP2!a2u^2X> znO-zIIXG<@+r~u;emx&Ms6J-+81@Dbj4erq{sjY#&$V*k*qEO#w_B^}Z1<)L{l2+o z|Kpk4LjdG%n#Fb|{Uo86saz?zd6W4tDqgAP#nKQdoLZGWYOby+ZYVjo_*1ezfZWy^ zg6*XOv^j(d^FNFqcz3a?0QCvd0X=^+n%+lX-|Ne9&6X9G^L+MIkgf0 zOR=$c6!_2P6%~jGYPeFHJOb{4^doXb2!g)WLy@x+;y6CMRXH()OP_x{Ph4+D)u4CPj;)6P=Wf!z1+oNfc{7eAyItbri zk|WArz`E>r(eETq)6A@7K|6|@04>x<4n2NwcOhverMQZ zqq_YL-xXI6vbBL%*cF0W@Q{0?Uv-m_;}5-kG3+m}0bA7U>ExP3ITrXc{0W@4hMXi; zs`WE+4uB{=Zk~~yymTHQM6yiRPwY3Y)(HgZ7sMLnt@ih1e+3?3QEId1dM3;toa z{P#RswF^K;&*y)WkRYluxe<;c3mjL=UWQu5W3?C2S-6?@hi)=r-z(iscb_StamTzt zwYxzOggMYZX9F+s5k@Gz`EFirc<9>iVtV5`+OxEEys)wvqpO|^br7WR4IOSBY|%0) z4LB^N18<$0Uj1+S^?>Q;^l|+EreE9|IEu^zl+NrlSm_T!Y zse)8a1BSgG1-z*>FM$F@#+L7{Dm;*3+Z$CDQS_X4WZ#dqGk+mecwbAglgv*zy5@ys{JrT7QDM z4~hgomF75tujMU4`+9)Sbf+&W-(W6gglIL-R7fb{xp|LC?7+DHe+h&(N39gLjY0#V zc+NaB^4|!LQ~tw9{)m8V7R&s@7!gk6h+akLG!INYd=tf$>-+_bJL};=G^U?xt_ zF9-Ov4b^}zzDn^S6Z%_ornAr6ot~vb_F1VT3Djn!ewSJcjZ1jJmwP4$Ja?`kE08CE zKyhF^;3GkcqOSmNog5~Cep4hkau-cy-4(L`zY$WjM`;1Ssi`#u0z{_Euq1#F{c8LV zS;DA`f7Squ#(|G%k>N3wGNlmYbro=9w>rT)9hOhzCp zwEN=_HkwMV%LqCJ#J<7oJe?kGSD}yG>UkcTAq=?a`+@&EysA^%|0UA@7Dwc^_BEpRyd@r8x#d+FldkUu%MQCAz~@i8ET-qij*GZHiB?mu&Y5reyPZ_x^=$=^nt z&6{F@`y~t9!ZB!4XrJmZWbfMu(82_cwt&!1WkcCM0QovmT%aA<283{!y&MmE*yNGc z2O-a?Ps3}wjOaHFZ;=2l04vt=N#GC~1739<13@)ZRWsKKq)i%xH2n@u$*E8-l47cl zNZTFO@ILI?Nj`)87lNk$3&D7_18ABBI==sZZX^PtfUeaXPF^b`u+jLRfVryxa6f0x zD6+#1(=QFMaNnDwsgq3(wNYoJ-BHPqf1s3VAUc_xT-#RL_Sbl? z$vS|NMJt7|R_8vdcEB`ou|dbru`iyZ!{#f-o!{h3dWGG~s;pFgXYwPS*{|K%q<@@WpXl~lIX`i7rKJcnmqYq{ z(x?fixkDa3i|bs}c=jK2YM;xB2jL-&elw?+%Q0-(ThOa&D6zWnzTH}D95lfNH^d=pjC*%va#xi6ldEE5(;i?S-#BGh|54t1-sCDj$b zZUx*GIt9Tc!qG&xbwhEynM_Nf=MJO3kp zdw+|aqj(6IbFd906!y^1>Lf+~FuzgoJfsrqWtW>tR_Umlu17ZD31P|!`$Ta4u`XKk zMzJs}W+@0M7}p%Qav(})#uQ$Hi0ocj(5F(+FxSTQ6tAGfI-|ChL1asOwNmPAg~qE~ zdw|}pFV+^*7F4l-7e`WuiWXU{_d&#KTVngyZ}iye^LD>q_8F^@qUIZKPmV2~IT!X+ zAA^Ui9Cr7>GaKPP-EqZ8;lFH`#3Tb+R0>9MxsB#Bnwf#AmwHBGtbDvb%U!f`c*IMh zhG&%<;wBb2%V<7H#r2~6k`L_KZ_MT_URjy4CTk z`P$rq-+w<4<>UO2;+N4qqUn(uZm?Pu$@h*Ubh`Hesjs-6O7Mi8KnkRo9`BCG z^i&UGHZ@3t)67Pew(ckLcGQ_aa0r#SeJ1;s5mWY(q$@G=3Fhl~2hI0S7Z!(7Fd3>> z(Cr$FSgp`w{Q>jH_=L`iKTVSWNJ~TLqE>IK&f;t$hm%+HdtR78w*KSXcUD${7>|{yxx(xyfGzoR$dP}9A#5hfBuoQIr3&iD)eC^>; z1;%f+GTD;m6Pqa)!k>5A#<7w)z>3waxtWZn6o6}t^}3=*#%Wcr3km`)SM`jQeexwq zWs=w)FUY#0Abb2(Ay=z+y8EjrGLQGLYUem@q~n6V1muX>_5pmM+Xq^BNwCGgzVI4K zU~@uw*246+ejmb-iPpX|@j6|T#YPW!#{>AIPf8#9|6v3{_di^KB3g}q5|7$Q3rbjg z6p3pXijZ4)<^FKuT?sdRJO0Xze=TFHFiG&bT4>QUGP`H4#cH4SvQie4YnRsUq4)dd zv&T-fO3$aqD=w5@Ng5jXk2^bY3bAmDDOtasMGRT z7SNb+&a17BsZRo(%ruOB;cZKuG_h=Mxp+##lZ10$kA} zjv8P#3LUySHR9+~7H7lO6AsNiHeMUhja}IUW~##E*LoR&oiY7ld!L~o94=J1q}U z*jix6w(;w%NwT>`3GXE4UQ62?YCcUX>>naZ|642d|L+G5=!Pb(5|G z=Nb{Q9uege42$LQU(gD!(~o89M8D`jW4dZ~B0mP@^1v_6&J z9Hf0y7@HinH5q5g&SBjEX=f8)Xp@p97X>*Y;lLq3`0((D_mlF*ZYi$?!K$P{B48g& z{TT^pUi)J?`9ddY8DQ230BO`CKn9(wtU~9njWcsXJAVDcFr@%IJrBt0l5Fv#VC?d1 z+K1GxG|y-@e_I;y93N`v!_iS~vX7`3$#~U>cycCS3?kX(ae8UmTJnvdLi?JA`kc-p z_q~*h6NO6eq6rggnkrWsyufmcJ=r zl@k{{T=11$D%6*X>F>{(@IK~;&nG>XBg4~MVnP++`)(H4v)VPA`4TF6B*L)5)!`j> z*1o@LL}5KtAB8KL9D%)IZiUT zb~77gRc{_%1u9Uo$4J`Pd%LA53~gocsQ1sz#7DT!eAx~do{)}{7;k*nL;fidw69~b z_y?WJAOpv|%wJAuQI9UhTPxf-*pnaORr&gcA7k_LZpKX7fC8r(D2zpQC19MH|uVZ>4|W z*N!S1^DnkPCWZe$HN90p8(p|I8k}M&?rz0e+}+*X-JRm@?oM&HKyfHi+^tA(iWYZ= z!1rgLefC}MCRsDH@~%foKk*T~BdB|0&;Ptm?AmxXuakpyd;7i6xWo=%OF@v>bTH4q zu>@Y%F7yX?|6OP`X5CK`K?yCJIC!eJY_M(Tm^Oqm>9~YQytm!2+R+(2WE{_$bR6k# zEh`IMN2E%4Bif2dIS|I4Kh6_#5+^#FU)e%cGExqb6@0Qf-MbiGx1iirTI-B1i zkrI&pu7)iVYD#9*EDU7a29ao=;DKlaBFp0zVEIQ4&_w9wc9lD$5BEer5_-b#8~IzE z6D?>hek@-Qs!j@!q{oeQh9r4~&sBKxWR2V=xU((dCVJbuitQJo`x3+$e;tz~%gf;b z3)|-+!TWnY)(R`n13N05<~~tWsvPS1MgA+Ws~IRA-}w5Kl3g-+dC7vtFG2;B3*lD%y=A$8dk~8!6c*!OZO>QGRpBI$pT}PPKALz&{Jo^27GMLeS?pti8g(x-ZsoNxUND^We~!KRDH@_pdympd zc0e?@$XxlHz5lS{T_S7cDxoSBow5D(_;ZnMMvxE>bL#@WgN?OQ$RO z3C*4VJ8q`ysm17S;SjjZGZv2+KMBK`)C+1ZFXSnzu$)4rs=Ufw3G4Ty4htqK^wMgO zT+>08<}GH(@I`T*>$h0X^;+QrqSRQdcp5BTpt;6g<`Bw_!xfX2R_?C>b+rkwwvZ;v z2x`gKxwEuavR53{1q_eiXs)`TVZE!*}4UP<@GKA)P7%7#r8}gT9X3_s_;8DsEW9K25@yi}E5E4;E%h__@L0 z>s=Q#lu7EF zI@Zn2hT8c=^v{D(0yvuD_MoJtdZMvrqHe86E^)E&>Y1TOW>U-u^^cqFWMG6acJFKv zt8aXQqR<@IZXT3NBn;5Isfdoar@>MPW>w$qlD)g*BMY&~d$ridk7|5Ske=74RZytU z!4pQ2t}&x%VC5;091;v{EeZ=p z|2`M(=NFYU`k73Xt!w-x7UE$f-Bu@kj6Dk@x}&YRp79k;wp$uV0Vb<)3w-nrW*dh$ zYq~PH{pl_v{wuN7u85V0TzA1T;U)W~jI3IPs*9k(`9QRh8uLVtjNwEovOKA1 z7=DXA?~(IB<5m)EKg&{};AR;ZKTjj8x>9&0P|zIldeHw&iBR z3So8(9x&@;3jN!!4ZS-Q#}98Zk>5TrJL^71JcA$T5q(~wZ*2cR8AEGJxFr+u11xCF zu~HEJ2%Kvlnxq#T1*!%B5Q1de1ulhxxvac$0Zhxb=`)m4b~qUW-z{@{2sxs&g@ zgnp$qlBQ_?3e37G;p`EHAF4}1^?`CMYkZtXuh z(gDM42G|p%?~Daq7@#kNwBs8WX9leOUd}?%K@SEBKO;(iXD41Cbac%s*|&i+kFD13ZhXFV*rgI44x6T`AFoDWB)0*-Vy-e)nV{N;6DV-u0WYOf15 zYThYOg+#t#v@Mb*SQcEWrA^Yk?empR&f=IiQB@1M@-N*o*+hzDvb0Kan91_)fa6V7 z#93H8YD{28>5TuLFW(`rBRX*N9xgUCm}My~T*!ReY6fz7D0TaHTX~CP@E1P(NQb%l zJPT7r<73>~f+l*4QOluzp$1M*x0G8;iFpyKC1%)iTG-lM*YdU4JV*#4c(?!8@5h4K zPa=FUH?8b8pRVMHs!q$7YnYU=0BestR&brdd(!$J;L)T)@u%rM7wKLrnbyCdw=UTH zq?u6>B4s7i8g6^yVr5pwV3wAYh#*{&nr;#e<(+n_YT}yL<@Q7=nFC6iiz_v{bk3v^ ztJ9#?NOq6Bf?X{^7Wxdfg0>$mR$~^zvL6$rj5geEa9*SwJ2xr?}_AKbs zO+S25j5a1LIIYSGi1+|Pxw0QV^}Rr?aJ4^6(eDpE3+tQGe&wm8iA9RnLrYvPF>xL9 zM-}cfR&?q6-Saig=;q&AhvVmG2y_ob)M3esXMEeTe>srGbEF(VL33*pakhzL2d#Zl zvHA-!0$9Jh6Jsl_%N8Gk6<5REyag%XD(endyT;inZvEpD8ev=RG>c??%H%eH=FZpy zo?vX|KQw4+WUQS(HXzs|&uK0M%FC5(cFyP~{hhR<2JG;m7RgJ;^ARh#<;j@WvzCnx zSD|dkbX7Z>!SSlIx-(ek{Tmv_96XPA@O5gFAi-qMzd1|Q{`y(aGO2F~$75YOi!;9N zmO;8ds+=?=ss3jwnv|B`WTeT$*b!^F{LA$Ae{+jue}qQE+LAe0Vx5DG}~KnP|0ix=|GNOdRW;~M-vE$=M%Lu zL`I(Vv3o-)z_QXUw6&UV7zXx<}UZZxg~#C-0skxA%o+4NAma|fLA0_yQ{BT zQv>G+Jw=67AoWrNq_*@;q)nfc+nLgn-Kd0@0y`vnz7V+ZGox*O0gSJ*)aY61q<#U5 z8u`tIj8&cO_U>Ucn8?>@h_^x~3hVX~klJeVqRGKWph-<%Tt7^ybO6h7mNZ(=aUKge z@2u3{kRuUxoXPT&>KthmbJHB)EPvvxR=cu})D*W)N^0TU#t|=}7zMFk zj>&G_aF^Une?HJpbzGlIC(Jui2geo6+*x6EK6o4Xu7}+flW(!s1V;IFmjAXy4^BBT z?RrCK@xgRDecBl>vC|eC3r#gpEXD}RolevT2w{}?Y#5}8Im-#|b^i{>M>q53+S=>~ zEilJ{7L(izfk{$7!)6y)N;v|_sOPTtUvxZn@1U~8B_{mG!HJY_X_0p-UGzx(Z#YbMU~HNX zr?&ExC(-m1^*9#ym|}9Ua+_dN)`15{Vav0XLrs|iLb2L`g@;Erl(!o`(3Xi0wgv*9 z8$N+g|0o}-*6Jj@e&jZ4UN3{Xhc6!8kqY}s@`X1WcF*04M%zK>J1X1ELN9`U7(b^G zrQT&Wo=fbxV086fk0rKCLo2-8BknI!<4y#b-oE-QKw*d06^O(B{NrOCWyj)9bfkCx z-}FLPHsezT#ouhR()=11W+=rL1SCLtwK4*M(h7kx;(im1@81x{uPVij?fM{hX*16{ z(@<3gHCFI|xiDk2b018*$P1E8VZfex26pm<4F;Wlh)d%CX@2r*GM%{Q$khNe;jT2Y}MFEu8|=O*V693?~KD) zBfjr;6wya;9Sf}nSXtTZ54!PZ9mt7Uc&_>WF4Q6*<2c+%c(+Ob0WR)HYWfJsr#YZX znSmyFdpJH^XZtTHa*cmR+ya9wO+3<(qRm3(?Q}|A1if%rp;I#khHzEI+% zjWqf@x{>VTeFYnmbW8%0dS%5Wf*SG9O%;t%Bp3aNjdqWs1(3cBWn1#}>`n+tT$+IE z>LwJ4Sk>+-;3O7yUK`;x$Rx0x5RotR!E#8qpW5U_dM~t}k0f!SZWLmoTmLFR=*?;_ zG=MxXC*Ob}Bfrw!Ve%#QMGMBU8OW!D;)5c92`+t~Wc1}Tm)lvi40U^6{@WBjPd-_e zwn5^tvd~<3IA$RPx*iUPmeN|;r$Ya!JMnmsrYXM50TPqv;qp$EN{{lFNlhe`lt&$? zDNVTa_((|m8$}9(QFiMy6ZcH#h*}dP`!{_^YYUd_;|y$!fw*2HCg*je3wyc~a!79y z;fh@myi7?P#!k9#3C9VkvnoV{DB<(>Ba$}>fs5d_ub?HqaZ(}1`u2U?LnUI6x#i{v ziF@Kzhc_V?wnW=xsty-1e2;2Fk!Lu=Jr_#lo&xtCf8Ie_3upY3;)RWZ!VhiRJ?l(S zhhVLg?-0h`wk7W@He(tqw3M3EPqQShLwAVn`Ml~lsfA2ryF{o@9Za{f-KD&vz#HHS zXV{Y@KK$4n+ypOqqRAh}ECRSp;ve~;BbtSq(}S!WS!ep!(o|9jUbx3QlwNDIkDsDo zpK;+C29hc@h`FcPz5=K0Rc1&>{*VjSB_StYLbHJH8-9{= z^y0lL=k9{Y{to$({u*;}AP}wP-|u>$PYYDhH%pO*g~cs@(MrB9(tjOmx;r%aY$#;~ z+jq%hzW(*{J$ipcec|F8RfpXJ9XjWwu|$$gv4~ixT;^zGtF*bs2Q@T*h`b%9rU|`cIv_y zgHiWMvQRz$iy%r(y&-LHI(x?zL1e7V4I3|P8&ioms#WK&A8MvF266zcF>MOy+g`#_ z|I{(e6p$Kz$5W*Uo~ z<0XhDt14p{nojH|)dcxAA9P+-)VGb`qz7H|;E$DH5H<|%d0{5km2J(stTNwlOd zu9N({y0HRE#1kbxJe~XR6_AZ!I@RY5?!C;1_im_l$d0wMuaTAh43OC+5LANV{BKZM z1=y;5{)5bpC^7|Fl!u<6xcRsV)40?k6o3F_OaE^`FoSlr(0?F6gLgT08`r}h`Ffr` z8)rnK>v7N3A^k};li_LIA&(GfZ#ePp$`E#)kN5B|p<#ro4&9127!|E?m$R3Z6{75s z8Ej}jn(0d8d0EKc^%0KZY`5*QB#!raDZ1Qi3yFnt1rX!XsIwe4uf|;in4a%xB#4}D zK`72mi5xFL_}P=Q@7oVqydBi>&N;O#QlZzC4I-InrvQQ7H<4&CTf218pFo3t-s86WztKJD6&tL5OHSqfS+28!JqYQ} zf6@XwM?B<}j|}bB$nhXbe;~4XgJWhDhDwiiUZFV5Tf*VV6@JO*@7Gsjeh*>WKJkhU z3JewKgt>%P8HK<}Kj2_rTJ!)Ef=+5DQmS83d`Z)ZK`=42X#}@HgmzErZG3H7<*Y>5 zzgdzk&#v_7FG|o4i6B=kIK``YklHyIaaJ@@o7)01=qo3tOM` zDXPcmy`*%+)yykx_xf`J=BT?Eq|V;1Ds0Wg81MZLGvHFTpF9_L&x;(NOTpnLn6}(~ znjlSlhvW^~dsM7im^<5B&-~K71S6*G;F|XyCt z{0B&B^?T!5nQVU{fD0`e?Gt_`bRvQhiZ($k{nRfyyAOT%A8WSDuUC;NP@jDeBNUu7 zGI^I9D6|&Vsez6mx2X^BJyyXHNsMEYANsg+GwSa->0^rDYl_?B1ALQqtq2F)83C@LWRj*wW~n*=T;oG(qg(twM+G+K4uhlYq&cJD4Z)d}VZvP5-eNi@7F z8Z%AyBweefvvlQwd(M2V;SEWArDm+6ZFtQ+aha`)cgDVA&_UUk14GH*q4Xk?Ab8S~ z<>TSWM+y-Q`4Xi{cTMq?6r0-RO4+u$Hl5H zEoIwI+nw4Y);Wf==v)KAwf0$(iy0%9q7L)ZjyE+RJOc=SN#G$|q&ZrOR%W~jMFnPG z*JitAt$-}mCfYOQ9!SVfbX42jZJVup;S3u7c7w}g*S~-f-cpOT2n;;jlKe%g7m-B~NS&a!&g_63a}Qe7+QE=el1Q5MuG5>s6j z?>Ycd!4m)Zg5Tgq!b9FG9JBB85!rHE%RzOJ;10Af)S~=8L$#La=9rjYp`L|sj3i-z zJqn=tra$#-v)KZvvBKBW^t-eY3);*6I)O#rOf1p1Oh<+%LdI*t{tI~cB+bCCRwo3W z-El6@ zB8TJFU>hknVMuEudoxEeH|GVi;%DCb$F>Y@$P4XHowa6>Axx_SV_5~$4Xf#$vuq1B zimt=UH93|C%W~rr2RbEq>ol*{V*e&@F(R8ebo(fOWkE~3cS%}btP5gNq1sxV&u_PZ zNEF)3?<0jjY-qPOM=@U-cig2O*dnWD}pQF zUbVZ!Zerx`$HG%igBW3HUTi?NXtnLBTj~IDr9JCBezJz z)oGm!T53rTi2Ylb^4{AsxObBGF5zZW7MB@oIJ_5<}e}n`$KuC zdD7|zog90%m(ZNbp|+lcYK*Zl+jj~?A^$sYK5f)Y(3b0XlOBEE4815mZXhUg-bvZv z$Bm;7eut{9_Hb?bk?~iKJ}zgRWbswHtf77f#CQzVd4`u`RFnxT}fm}Y{S@o)xZ@p#O*n_4q8|q zjWBhhKN1$--kLwc>`WtPo=RYeB%|p{fJ-ZCWkstp&0}&cRkUWmj+g=M5!}Rh1tp2x zC;c`V=MaXO>EVe6+T^@;%C|OovV9styFqcQ5iek}(=K9CM(^H!(q_$PV;yZQB7GS zQfv_>;Izhr$TRit^9RIOmWQIG9*2LeGY1@}c#g53dAIxZ!`6f&bVi|lKz)QhJbUdG zJLEC?NzGYccJ_*q@;{^JJg$E^9WitY5qusx4Fr6kW{p`9^7V@;(pjdb6b|3JP9+>xqST$kEQ#>F?;bvSb@ zf@Ig9{a#hrIc$Y$8+NI0=sfxz&VoPK6y9~N6+Yq|RsMIu%^zQ?AkY8*b%Gj84NlsP z9ka1ueXXR2F#L3I8w{U~A3YrGstl#5iux9^gsajVj^^;7Wk-M>TFNje@*zxr_c>(h zu{+4)BuD5}1mk162tGi0IxnbuPm*cfpjza4#=X%$}^f{itKRbOqt(%P< z9e_=sTbX5W)VfmmmfZ(6SZ_X|yk&Sx_C7}Y&u$R{K4hsg`F|I3y1?Gcmi5Fz3p&F8*-@O1oz`0r3=B< z-+-sDwd*o_sGUwjp`6XX4#lnpgOwlds|J2Q)0&)L-C!)(J($E4GFi9~WjmmrS!vUg zpg&fDe_0F}qx^oUVIzNb`kx=2JKJaFWZMWqhdxZ()%df%hE{r_WAmC#^0+OqJ8>^q z-=3+)&bz3hT*#gwHXo%~B9LfpDESyh^D(9V#p4EP?0HV)h6}2JKHy(={T+7YOfww3 z+a3%7TV33dzuf-57Wr6ueW7J1D7K=lOt*c!%6sA2sfI>%A=EtoLVCyEaCyfrU1Ecd zR+zz7Jil&5c1;7sH|D6dn&v)IbsB;uMXptVq2$mD#B+&|KzNq~rK(T!3iFxu&rFu6 z($611%*RiNhHw<_nkD5-hkfmFs#&`KPTdsZU3&wM*rq(}pMO11(_CLi{8TT)Ins`J z$=~verKu6(^ZeCb>5(LWsa+(*g-d7*SvdxSjpn=)#Y{U-?S1w?QJPi}^pjx#oWm6z%vRYWy;Q6YR6_1!1W5}{%jOe zm#oNU2I`Y|($-}*{<}SFjgX!>GIA2|HzN%d-VACp>(dBV+YHDnh`Z(?OhUd_3_c&M z%%hv#@k24JXDMEQIg@J&WIzs#yjyH%0G}?P58sz%#%G3&vI}c~%QXi^*HfvlUKZn^ zRyqesVQtoGdKwK)SRl?5ybaumsN#1GeU_-KNI7cqb?xS#J2WxE<-rfN>%%GtzLiq| zj={?==*;?UkMVZnvoDFC25Pwk8k!hg&gW4>vRmwz<@^U}l= zCWK7z(e`bsgC3-?iR@g)E>GfTo_j!kg<{Yh%c7~w0vW*qOy#?&f0i2;=h#>%X=kF7 zR?|cSf+UedktjS~mTuw35KF{oe3^ZB#WTtEwH^PkASkyXK>Xua0e5$ZgyS`v5eH=U zy~D*59YQrih(d%|T&e(oD}q*@7E33_{Ym-YPN9I77c_sGrtPZ$oHBcm2DnZjaV%VY zoNXNUliG5m+frg~xfjPn+ug2hJ1n6J`XcZC!vKT{UulVciP=2ubW2?|M5*I#C>&B( zo(G@VXVx#M!_ldKmVR<9y-;Zd_mdv!Va9z)el&HJ&h#M3f%{N-KULqo_Hr_=A`lgU zB?)9~C9C&CT3gyNL2O;duZq3)QlMGIe!dVcKUCAQ4JNl`>Bcxv*4~Mbu3o(ZaFq~@ zYF@q?D8((xaygb&UfzYFa{aTaHMPvq22dDM=uoKI{F6J4$&hX{-(86-^t0*P(r|Qo zgES)_(sg0xg<08@?BJ6Wq5rbnYhH&(q&t#)i3bB9W$+hXD%>%tvdgo4fW~_!`mTZ! zBW~J@*q+|pYiDwU@C&)vnGTtUExelrP2%5uy>;zmVDx#}VyU&S=1T`hi{%WHjR*GM zns*__ku36) zLAEL2ScOrpv%dKCbam?27jKKpr?Z6?$B^!3hg@&xF862nL}+p;RI*o$$}P=1iYZC} zgYzAQA4WTxnoA!ZudTbdRo;{iP9al$?@5ahZieSk> z0&7+9Pd~XjK}3L)&iV1tE*+QfgU?A8||Iy_?3UVrfK8sQ*2} z5!8!diZ190MK*`ijbIdE?J_mRI1BlctC!S_PzHc za<{d6hqwxz9Tjc3?93dE00A?lCtibksCCRV*ZpMB>^x}3091xmLYF+*2oF*I)wIHV zQQ4Qp$3mmZx~1wWb7*|FYZAX;PsZ1}_}xfe(#LUChMF52p-(laK!ow8Xr1HH=sEhD z?o1N=aA{M{Ic-l2=Xz0C+Leq35nKLF{#o`a?6380X0*94l8FA@5u(>%#h+KB zU6U9!;Y71K!K3d}&5v``Y~#Gti_kl$+sCmaK16 zpQP(Yq89utSIh&nsvy#f2z7FgMq;A3RVKz9MQR4pEG6w}-?$U&C18x;Mz9!CMbp+_ zxon%3QhX`inc$4Br7P+LIm7*9=>ZnrNaPD$bDto5i}(H!?ddF$TS-0wu??r=p>7?5#Rq=c zH^11^fAK5$muK5krLg@y(a$pFr0i7zS=hb!lvxo@jJOz#wX+c=tu;*gm9c>%P&b2{ zMG9;YSQeTtF2BK7Dma)PdBK>Af~rFRE)@9z1OD1GMj7gHoT`MM_kY&O#}nMnn|=WR9W~mES-4(5pp5nIf!>bf@$F}b7xLIksQ6}d=YukD zRVj%lshujtKIy5Z)R^*viW?4HhaK0Mj5&&oo$Kno(|jmoM&D=P0AmUHKfs=;o(!Z3 zPI#o{9YL4Prhx%QF@i7IJqwPx_!hr1D0i>G!O{HqSH9(19;&Q}xu3hk}sFUiAFmS*=`in4^`tL%wS_!puhozfN9j>)jjT5Da;=9NFqW+f$q!YQB-o1z`=s4i_Sh}a5 z=nfYlG$X;z=^Zze5JsSJ=uU$Mq*##Mn9F}}R^pI7*U30cwCO$3%M_kIG@6WsAwX=z z+w}HZ@O3+KO_UDA#|66D9~y*)CQGPkt|+tyalufa<;@yolSY0q2~}0N3n(qOlfSJj zrAbdWeBk0rf_7&nq%q;EE>Igu|5Z;wV6>F$)gwlNy8*RZ9ZP90XZ+wv;}}2Cq1oeH zx2Dg+eN0+LpSH1sPf}9C0kJgC`V|tSZkOc7bAOs~(@KiEUdEwMprlx4DA`m|_S3GI zHVvB;@R+et2BpcU$nVskLj@*9{+Mj-b3I6tfly7SodD=8xd0LA0fbr;O`;9E5+=q^cGtB4d%?rhQ;*4Rlqi z;Ls=DFXeKQ&V4yyp;q+PpLHA&Y8&Y%>LZ`OYrHHG#f6|}&}LqeNH+kt;IU?&(dGqm ziJZ#w{#Ad_q!SYfweLnlT963Ip&WQII7EH9PUVVs^Ju7kcpsjNj`1re{u4<^MMPWN;7UO zIpMV};W7J#YmGo1k$FK}ddEHDQRJf@EZk8!b{^sA~mM4gtOMwA*2e~)X_46A>F#ogn-V+4d zWY`sIg^PiF(HwImk_iSiDl)Uc`j3{(7f!aLx*&xD=0L0$1N67^k!fF{&c$W&w8JDg|E5DDA9e5#_qTNhp3 zF7>8ympnu?vfNkP{wp(7Aqr)dR7GRN-#FI0Wl&%n?L5-}K5%r$GEmC@vFQ!N7Jr*2 z&=@@6^;r|r+ccu$^hRrN{Il(M&OgN6GI!-brXOpX=eBjj*TjunZ3Lyu7Wmru;0p7c zgmah6A_=2!p-|!{Zqab@wkfspOnxIvBCbD9W@ z@l=UjT7ewimqBKS*+6j12RTF_Y)n2$rr`Njqj=d2PSdUuKnJQpV9}8`5QPN%gNot9)k5dV>n{FsaFuZxz?(}L;m_^z`df0zm z!uwfoiWbynRfaWkShPnDZj&D`Y42t+O=NrO6|!I8-qY0-pIK$%K>H@9T^t*;6SwFO zcu8{H4-L9+0krwt4lm=;DM^DzL_!3QjuD|8eJ!AJoL#eU?L+fa`q&mG=H=u}o05>i zf7xnJwAd|Sx!V&C3Fq?@azFmpqqpK9$>j(@!d^+JyCus6FnL~M-x?JhijBOM@{_8} zl20T%T);=NjX;Wbr3;O94?HJDNW75rep-bX91rg;~4kdR`s);hMShx zsfE5{8ZNb6odMS6R@C3g_EZ_caEjTQ&?W5o#VW5jjnAVp`i=E?=}G~G5+&qDgN3)8 z3s8$u&I4zD8j+;)bX6lbWacqvs%Y!32cz`_AoOdAXLdfPr;kS#=2f*k%64=oaaC}! zBUwU=<F9%*{pDp+E;Gzs=2Cl7^xY%X~d@i0R-tm$)%QV zU&>_CI)>w6rq8)^_PQ~ta^xT;{ai7&4#d*fJSw#$z?FJE(Z`2dc!Y7W!wF~Z@AQt<{Q#(9eT?C1{qxt&}nY&s#SbQ`wz6So-c0(_Y zf{HtoCW1L!oYaG?EA5IHrZg$(W9}m-H_gNu>ZaV9fnG5~MA9>^4U0R2Y}L9tCz8++ zbHi^}F;tZq`0N(`$O{aLdo`P#HWYB$IcBbm`G3!VU}!nA7sJ*=eO*yc&~I>?^DEeD zu*O1hK>#}Hd$aVDN##u6rsGI#J_!#s?&|wl=W)gp+)p8^l?l!<73Ft4MR%Rr_k~5- zRW3E%;(p$+^djN-pieFa$&ODDHdYJ5nzFJf+2~!VZyt<&(z8ao?0AxSfYf~bTG}33 z;jGLaBa-l{Wm|6M#>_AYi~9R1A3B>yi{01HY|txo8(5zOX+pyg65e61f%V-L}Ko%MTaef6tIH2 zia$RnopLM^R53>I(!gwRrecpRl>HiB7;{#Jaheu8XA+lL9inkl5J-5h0%pDSdzpaC z3_M2(ywB~Y6s-{_ar^`#%a;{Vf7Kal! zD}%)w^5aX9dr;uGHv848Rr}Ux5+iu+Qf|ZuL$Cd9emtA$P$?e?snJa;Wm2b*RJx-h z$sDQ=8z$?5R;k%@5UMcSkXW}jQ0ryFVMkCT+0h7F9=1*8rAZBcoxKfj&gJZZX_t0Q;{h6e`KdAi=Yg;~u)IRbl-0>($0RJ}Jkoym@ zrxhWya1PR4!z7c}Dlbx8L)K5j(+*f44%%|emv8T2FFtZZ29ZRG2uD)ni|;>l#Wn~I z?(ZLKq$1$T%|YdgT{!#17;PBb7@C@I{8UaTfXCWJaXh8|?;xeq{qRO*c8) zzaj$l=b%hEU6dPH#D*~>CTAQHw<(lft&62~A3UO1NHCF1OcY=*cX#ohZB{c6%}61ztIj!&fECxl+{Ie!cLX%sf1+?z z1jI{E?*dZtiE}(q=MNFlPgEAA@2s{nbTCV!+)q_Cp?1=18Ei*>eX6sBgDzgJ@Dv5< zK4;p`aSL;N&{rPIIJ*Sj^YCI44~-!rZg)FbPtqzXWQ_GcQr z|Icf_GGfC>4w;;3H{3wr!}MRlB^SN9z*I=MM;hQn@1zDa9EC;( z)c>J|=u^n?^gH}aPsza>VOm!9{gia|f&2jMz6ll}a{NSqOYDvzph_ksN?v`YwCOt+ z)E3bJo&WcO*zFm}3mN|Gkl3_|G0=|F_gb;V2EI-4QIpDp6*Rnv8YKLE-y!_Z=(`d>lRjgNS!WYt7a+Zy!s#xMH)1~Hd9Cx4U z%L-el>~X57Q|RnerHG=?Zsyv1APnB*8>x5E-dF(I2bVdaCU%;AxucHVtQR7j(4986 z$3Lx*Qu6N3Bd*-u*pW?9Q!PR|heQe97gIrtUIo87Czu~_e}bwi*w?pM_6)qH_!C+~ zu02HS<3CUGU~MVsC1xa$+}E0k^5N1h-+SRzS`&Ii#s=!aS9%_dbIDGFTrH)?1N$xd zfF?`O9Ou9GZW6X=fYx)tHpTZ760_jKps)fL61GxuM(!b zgP~i!41%j5q#y1Pj77N~xk-IFpB8Y*so&t z$m+-79=NRk{b4aT;GLTSAXlxr$s%i9#svhPP-|`C+*f4yns{a8$&#Bb8=uwu2N0^2 zJ+O8~XBoCCp(|F9*3{%96nfL@mQoi_s-kb~)qz&Q=(iwBRJ}!fv=tQ0WQ`QFvdNAt z%Oybi-ITVWX}{wNMe=~a(%ODxnxixo4+W~UeZ&Y8S}d~DVjgh06it|ronuIBHWKG> z=x!`#%($^@;HiI4z2bIQMvd)KI`nwCB9cJ4z z!fvnI568JtNktX>i$lVT@{)h*pe3eg&uHj|^TZk66#7up1HMdD8el)#E+zj8(Tdkz zqq|}jR^~3e?~33^XF!l$modI?cWYIJcP=h0(ziqVO53TITbBDInGn330Mi;oQ8ZeS zkjAFfiJmIQTgkhDdh}NHqS?4|UCD~|AE2zkoAvz*Y-8xS3ew3(q1b4*vuA)Yk@=)VbQ7pvTitV*zt9{2yz+8cepkhu9DfJeDtBm3DV* zVgUUn8p766HhLFD!R5j@UL-{bEDi}l;2cA|`4>2dCjmlh(3BG~Lv!jkng4W}BuFYP>!kRq#EbPA^F&SYh2ZI5Q`Wzx)he3$yadH?%1!CO7AWRghj+&^ z{mC^>)DsO3!?*Spt3mdxJK4SkbJ`+=_n3*{l$~$Ib*$IaK|i4BRK_^T9c5jRPVia` z5dISPH$R14$U#6S^s=5dicgCqIpyd0IA1-{R{`8ouiKR0+l-$ewV&wKM}k4}X+wf? z%)kulLl^x5nbRbtiTrGV|WLwY+`nz4@Ap$RQ0$aZLfOBPAYSZ^F%}c%D%y~DPIap4-{rp@&+@oyX}F zgG=M2zHiN7fCwiiM-an0+p)fb`C=E^ZVTTOAwY-&guch;15Lamqc{D}`!qiuzYAdv z!}1hd7;r8^`WYj*G#623hWeX+#@v6NU~=I^vg20}p~va+(0YKz<$3dI{AujYLvR4W zw=kr2TMf{r2h+{7IY6QXeBNc>KxH^bnbXvnkmo3^)7croy2sDc_&VQ!>j(TB=fOLO zvn_C23jp6pyJ@~7ISz0=c|DAiz_F8JWZY&4PY8MKO4}oSHo$sy24`od5JE5xv8okf zsEv!nSb5&n(G$XEewy0tx;ZQs+u&VG^F@7w)TYPZ9sA3iY$Li7%>?Wt5Y2?p!!Qi^ z8PfyOa09sh=^k7^-@t6P1x?$D<3Xv$jB(_w;=YWXS<_-g_o}1z5}gClY~SbpMnmtd z185qL`z(!bh!Oe_p>12}kVpAqP1Jej)L|*gXOzFk&oFsddSQVYiZz|OY@atfiMV%; zBybR(HM+;q_tA|lKlQxH=Xnj(8Di&oY8@uWkY0J7mMZ+eaxTi>QJizmIA)ws@`f3S z5zdw;uwJk7YpS`lYsKHakRy)n-?Vq9+E4qq1&{nQ?Y|-MyXcrCKG&bc&8Lw5^R{)T>ZDVLVD}Et6s4F?E9f}1X#diRdOle}SJ;{(Hn+MvT z{2Zy9S!P*-aWpx!yCd(D0B!V{@8bG6;VmF^7so`)^DO=Co(1(XXSdb zo)u?j2h4qDG||#q6x~?%Zq#u((c{W4jCkSHz8C${yjxjO(L3I^j

JBb~yIYl;`w zYqHMTH0rC|ooLo(lT48I&XwmIo&n}*`S+yD#;lcMds#mZ$g9VjHQm#Q{gan=00_fG z-#pCci>x#H28O=Jw$txv4<@~DwOYb*m37xN@}^0;-U8aD%fUt`jbT?-t2LaSoxm`x zMsr~2;yl^R-`Cf9^KILoYO{VW&2F+w5^qdaPvE$rE8E+2O|2+ zw;;=EyD#iK2wf4sO}yIhI~T|M0r_IJCtbDg=2vb)i~D~VpkJOr9M*Zy4vArh!hlS_ zCOTx}F7u7tTwnoiTE|b4;AlH&yBYYV%biRHe=AVAdZytE=LY0@urI6snnY1(Ci7*WTZ7m z=K^mwQmA`X8q>-p~0e`sIKmnH%lEy8rCl10#dISr?&0pJin99u`+;&|aCDMoOR3 zh(d&IZBU$Of5++>F*a!Kc|ktdCcy+{_nqa9v9@k!dPK5B=dOtoP4I z=PXRh$yRIrec9c7E_W2-o!BT*T{&W`3SF`OK}Mh@HuK)v$*{2xmZ_V2OZhuN4TXa4 z#-H0Yt|piJ=j;AB>s*{R*rtYra-4K|>p+TiKdX6}Zn@rjst;FMz=eh!7(GOER~6V( zHv5RUa=<5K+oa&xPJ&ez_eX;mg}#nKoCX7NJ~;~-=KIX&J=$BTUrD!0SDPGiO^13@ zc1YyQ(_U)ZbWejiVxfyo$j^~6zQJI>h!)QK?mYSt)5@B18{e?G-P)+%Wc`ZDiITeQW8k$*$0supxt2KI@Rh_U5tY)fCx3UAnlss+#*S6?XK!Jre{s194Foux( z=K}F1FCMwJY`R&CvR-}&miduQ_+g@_e}J3B6nCo@6kRS5uT63llb6z{)&k z;E|jF&VElnf|;M-Xdgs!N?pXbXftYmth69x2{~+ntZ6L(vy&mCPjuCI4p|V|wPT~7 z89UQz46$I`+y~Z`qCCs*W!iD#kg3f#YwSr6oQYiUO_BjpnyPk;=;VSRf{~pT1;ZsC zAOhQjqesRO_roAq#+ODjMyk21*Mbd@IGzXd=SJgEv_59$)%PxnvqV#7^uf#8<+lI% z(OA%RNwcQyI>HHcw7(j2H8^(S@GZR8RriU-{idhpukxN+xnKeOSqNcn&wEu@8NtJ! zm5wvhGiQ4JLhJHbTrZf=!Vz)9k4n>sox1_L?K!;kC->prcfT-cDo@c!ZeW7uizs8| z)Z|;t9;=mbZdYv#V-)EtCVyWap26yq6S(rF8yb1Pga%mejPt&)?@N*KaMHumA3cJ* z-@2RBr|eXv`2S_z35J}ep5X5ia`Ehg=dgI=D(WkU00zVy$FMp)gZcFx)Wy~(Yw(?iy|->av)Ag*o(d}!uSf>}8V?n;Zg zRqF5hWCg4J0dD=?ZD@BElXLX+r=LLoa0RoQixkF#<>3h|UfqS=*Ka^%alh{2!T{{mjGmNL@P-`t0e?pnZB+N{CK-I$$ogfC>C4J_XUTg5!tAno!$l~B%k*m#g5bh; zi^*tsK`i-HiKey6_w?S?_e0_M0%L#KhuXs1Mhcgo*sK6$RENKaY%l>*p)3q`nw6^1 zL%&W7)t~|Ah5@053Jc|krYgp<`tO+8M(BGF(5G~Q9^Z`yMZZS4ybI+7VT78uVtQBa z(5TeQBg(cxA2-2aQhO2|g=}OiC&URUVbWzE9XmsC4kB*Y1hF1c)SRIGIl3LPLqs5& z<@^d0Oa?GQ<2*uxd^5{%_0Wq!=qu&Vfh)XYn=XV{qa!7!C8V)pWR)B#9QkKrWwb@~ z{JtnmlP^UjD6&8^UIASKxhj~ zWog2ZCL3jBhC)W^Me`-lS^}pq({|<_9ICU%S1g1#Iyfv{34AHa`axl^Lk6-X_>B=X zV0T6V(K1_JjLks(36!SdD&v2A2~&!OIU2eWVeL#$xUcjcS=^Y@EUeLGBlM1(YL=3$ zgJlGD1|v{M4g$+htiXt*(>jw90_u1x45t078y!Ylk zjNG!(vKP=6`MtFweL)jbFiL94C;}Vkx@-w~ocC60mcNO<&^2)FYq#O$Km8Ip#M00s9U>e*JBAy7@EYvCdHtf% zO?MyyJp1XRl$i(J?K#}~jh9f?9Dnc}j^8_g`OR(E{mM0H7acUwXTxVSk%p&+00%#N zj1Hy6m#@Lj>sP@gJuo^r{rEW?{O}3PZnSXo+pkq~65-(Qp2E%Dgfy7JwXfZQaN5J+ z&z?fRUcr_7H(~4EHn_Hduw29QpFGWmXFah~cCO(!_N$St;L1mej~%00$5h18wn7_q z)$?`xOjzf!9{K*{!{ZJ@=YwgKW=GW*BHMuz`=uO0jE7w`ml%m0ks9c^x!||Ne2sw$CGU8H(7)W!Xdn2!c%Cut5 z?Oe))sQzK4JlIbdsa!Y_YPrP|;8AZM#96{~?Ikz}sM1m@uxkWe%{p5OpeBUQdhKz9 z7a8uCMbJ&52QIqzLft8<&Rt)>E@IFI9X9o)(5I)$Z&X8BEhP60<~kf9YsnCZ$v~w@)Ruw@>nzcj|GHS zH5ASD#ha8VXg7&HARf>Yv+-(Wp`o91;uA~^7i|b)=sE7ZVK97MXOq0QoG ztZ9>>VdkQ2a>#)9+;f>EopfOnk$xYN%V8;Sz!cTb-jWQ(X=5}V6({pkFhFM5!9nnx z*Y0t?JD;G3OU(IqFvv=$v2#wpuli~EC5VbdMr!h1!t3dY;2Td7)1sh& z?g9Zz8G{b0w~KewWqKM4I%Bi|Wm^;4A>|74bU6~to(-g+X(!0A>!K#&c;L-#vj8LY zC}yO}q(Tnz8C$&yToGxS(KacsYOw?TdI_Ol7Oxs5w8W)wzF z5m8PNO*Gw*4bra1It1jT!{+n5HO;`IlV?-J**SGQh!8Cz7nL?8bY@Z!QeVlL5~hrI z<{Pq=qDFGe7^AJJVZUZ{hi%t5MkLZS&k4oWAwAHt!RG3 zHMQp^q3tgaL71YmT3GV1yyZzWDUvIGiR&UmzwXB-+OoR&)ObajSwyZY+bP6}@E%8o zT&}Y+2mqM`QuJitVkH^mwLu1!6p5B(YcQ0hd@Ox8_zV*VV8?nCgKcmgX344Q)HIJO zM03C)W|SA!d?9D^U^iCG{cB>QK?27)@d07-5lp1o1-g&Y09}A4IUSP%9K*DAg=X2z)u1$G2;uKWuU8!-CL z!RgZz=nqcd#y4L=BcJu1y@VpTyA20Fc?|vj85;f~b4Kq{eaQ75PM@5@&F_8zy6pz? z3Sb532mAh0egv68kE%0}9zN zrD&LDC1_C#)yhZ)tz*QxGa_dP!<`t7I$?;GM!!yy)E^P!yXs>k-Ouu7nIP6Hw04S4 z!vvZF)19rXjhg0c`j+gGwrw)fS!g$i?w4y;ag;yL1p?b#b`~V#p3wrBauR6%u;y8l zQxgVuR+KWdp07<#_4+%0<}wEPx$iI*Y@n3L{I7JjOr<4U20?gPhe3f%toAiXz>e<$ zk~yH7zw?CrR2dDX2E}-j#?d{s!*4VWV{7Q{ak94|L;cwSrN(A-V=j_m%TgXLE9E56 zJ>|i(GR($75{|MNsVt6{2`W8*AU`XvLV4$|X*Hie87xCDj6FrXnFvTdE|l0n6T*y* zy@6Q~_LGbSs2$G+ybz3 zkkJZkY$F;Vp&6)vW3JcG$hxOjG=deVqFfBEW`~Q(!;WeJB1$6t6Cid~Ef`69Fa|L? z5vXoNa*(7#j!tu%f~>s?IYxHivs969Gov7yX2sLe1`AK;p-ahAae(D|mB;6`UZsti zOI-&SWVc!a%|gSnH7}O1^f_w71*3~()vy`OPLIs^Lq=0j(Zt-OA~?k0c2Nt4)O93k zyD0LC1R1A=Eafzc!5{#tnT^pHow*Mo@|+sMY=r|WJ_QqwrLZ@AMU({NxfS1v7~o}F z0^jGoQVE>WF0OM3gsQm%)Him@83R=MsQw>2zm;Q`3Y10hZ`wVk=@ZcufZK2hznuO` zcs2cpooo##mqc-DOZnn<6wXk_K>I#5_i0KvxQMtkwi-y8AV*ODP(a@lZT( z{)@MIMc`QDzjmbK&cq0{qx3FDTV-cYGTK~hQ0}FoY{=!>XAA0B$FGr_Biy8tKyJCGHyD4+D0-d}-a4JXq8ec|5Zn+*1@hES|F{L%2 z41k6pzu9nZL*6fGY(9F@4lZ$-988bp5wj8MdEZc~TzYT7^uh+jnL#>LlsQTUa4ulm zC#NgUcPK0>eis`yd5>RCIi0%lnglp|@EjI*_F#T(G1`Cgof*upY(an0V|{_pUGP5X zPY+vLGl;R5`NZT0KY$P9AdQ~nNap8HzV|-d{q`F$+nX1AEX_}Qa~on4V0FBNt+Yr?gMwevIxgX+Ml&m3tx~UW^W?3)5CW6#1t+f+@(ML(czts@sW4(-n(%E#ek23BUn6S3r@8elI&dPemy8Y8 zNcl#TVv$Z)NTbMQ`munCZ*y@-c8jv3iYWyP#08s|pL6xuS(R#a$Hq~FKAJv&w8sKI zP;tLWYT+>!!pzW;*?h?%vOGS@4jwTsoe0dq8ccybyp7PFF?~s1iVMD=J0Lhc7O-Sq zQ4}mR#XuknhXe`cimw>;Z--nrf<VuUT2c?WOt7P9JYisH{RO%Clo2;!p~~~6^25egc370D3OZNH>8t}moL+() zaOJ#OM1j1rHve>dYyetk$s|l)oV337c@3fJ1pI>+QbeZFxA{s4)xjLDYzcM zZKcA0$=RCSqb;HKlFSLifGpS#9#+RE(4VdG)Shm44$yg2D%*ijY2-i%WVoa#`^o+q z!g>i!*TC$0Dh}HU5jl$Vqi3{_2t`K&eYuA9^B&i5c69;Gtbz6ZF{~aP!+QS|P9GlT zVpmt@&~&8Gx&g6oZiuixJ%#>cg${t`YC5^7MWee74LUi7PqBVJ(n&h22+PAW{Cl>u z1%A83_JZqB&U&U3mRITL=?R=14KTz87FTA_&I17$J<6z0PfZtHnUk*fS1{l0P@kGo zTW8m|;MtEK!Pd1MXm4%_x}$80iwy^qg`J!tR%Ef?GzUh1@ldCm~4%W6Q#b_DesRH9zV3Vm8cg zX6qF9NZN=N;fi)&(f+LKQm~V0G-sn=Lac7FuG#7*%NK}tkfai@9;JO0gHHa|fQcPs zA)f=aVe9=AwrwP5#Dp`2^nge;s6gblnRg@ObWkkJI5NTojU_yzw-x{kHE`9kQUek7 zW>>DQcH^8~#`4mlu4=j{oJOvA)=^!jDD|=UkjwLTwjeF6w5}dW0h-2l7|7z9Ul|F| zkPh9FuAzA9Xif-Q4*_kprscq1lsRq?P0(WcwA7BO`&dEPKkfCxMtM})dC~S?q^}nt z7cO-f6k2-x>Xkj%+1Z7sPoBZ@Y>D+0Ox_F_Pf%sB+rKaFhwk^1Vxu5!^2f}p+N`W9 zuqEpRG3SiXF)M7WglHAmikOSOanUwOdXOC?%#WQ3^k@LCR&Pd4%o>FZ8g?{E!7w^J z;y_t%!E#-O^#>gt8knA-&MI|D^?0dzr~x=Qd}slEZZ8uR?-Qv~oQqax_|#8fpO zjp9g70H?(n)A#*qjgb4)`*mUfEC{0Z8J8dgA+0FK=_Q0j55sDpXmVDp8a#$=3w+ZO zbTlt`U}ZICp@T3!iTY>gdpp~Lt*t#-S3Ir}kp@&D9`o^gDsG|?e2h#{dH|%F3Xax_ zkBk)W3m>nhwHWFPE1{aGKKC(1HiVdAIJqZ7uhs;g6)hsunahqO^v04iA_)mb)I>8c zR@g-uo0C4LotidAOU7F8K=mXtG>mo-Lisa2q(eIfQ3O)Nf4Pj%wKHhjnRt>R8V8ja z#k#M=h_exY$=hbfPEdyhgrcH8Y|m8Fk_SE4-eYef;(w zOd+yGAnger#u69kzfnD6^hLY2FplUC(X?fhn850Tfur#b!$$(QBfG3nG}w{qOy7*o zBkzncPAVO>F|KQ=Q3;`Fng>R8Sx_yHOY+z3o_3a2jK{j5<;`@k>H0JRnQ0F9L&*CE zp^=H_dvnZ=RmW@HeWDWZuX9aCHZD-C#Oa_}BdR|@Ni%GCO4=Evt>uVygw<()NB{O$ zaP)VNVCSt{kbqrh2WN2hcm;R9`#N0x;x&RM0vgFr|KfdU@9n|qgCkge{2XStcVYc} z37z+F_xIj}?nVQv*2AoK&^H8O4-LSokw-`n001BWNkl{Ck>?GryrFz~&%Zo=xL19<#551^f;Jn#mtef8)vwfJ~+l5#D$$eT((uik+xU$~w;A#nEW6s~{$7F>Dj9)vFBQwI{J!DZBhA0iyS{TQD9 zWFNM!wBXtS9)55Nx4(WBh9n#34z7IZ=EX3WPkEutUQ)I3#!sdSq`8`1U%>PC4q@+& z>*xdsew+txRZA=g_#3z2!N2|`9Nm5fH-76D%-USb>G0>z;gkRSeR$)){3;^}~v%VBb56tNkiEfiDI{9QDc9Ra`s}4k8O;eEXyphG$;IvXSk|80;R^gZR+_OW$ zIL|HeiIIEW7@@f(<91NKBQY;Fj4h)D_GwuCH45kF`(DA@Q3q;Uq8S zC8Hj#!sTfXDr5Mn)=MZfQ1zeRTh9ykUDO8VR8l{SKt1pU|fvWIfP2u`+#Ao`2J#^FWS*b~Rn=+`lMv{?i)c!1kD# zNkPDxW@>}IfaG7Iul0SGxqtd^k52D2uRDuv`0ju5`|#V}{2llo{>Og-@4WLa9uM3& z&?8wzCyYY#Y%B1d;5}J&VxxY``%7(YOP~3DZ7^r(Vr1Ur{h`su#)ugHB`jqOb5=!_ z8A~xqf-WFM#4JvLS{n??Bl@1S$o!n7LK|<1b(rvZpkivL92Yz%K1a)k7@())#nM@r zc(QTK-iKtMCc)#A!7)UM2BrJc5jW}T$?&zv05-OGObwol7|}xqZ3BIu^SQN1o+KY- zqj%EdQyxp=tdU@pZXjdRi{eiw5P0&?CSjR95#T~Lrm!z`rg~%t!I1OKk#P^2k79GP zgfRi{NP93`%C7>-8~3?-`_RKWo@J*=V#>*L4+`&LV`D9mw9I&#wt;T8z;jDE8jfok z2Uz!O7}hITrSnRMpcs0!LNhi5X(So{`7C>gTJwM-&^b?^a-`C84ds8<%)}I#!_Ry^ z0Rri1pj@kH@}r|Ov!#N-Q3N3gC`PJ8&XF$4sa2%FNC{~(D{`KXcq9ixr1p~+w{u>c zH`$=fIkwiQ?o+x3ahN1P)P?2B_tzD=jq+1&T|KeF_PZ7+>`<|V6xs0iL|UAtQb$=c zk|X9ef_k;3_J|Gt6rTZ}*T%Rv{L4WZ zRFMgHoN~eGRVA{)vQUf25WYJ~Tb~vouKK#n5-XKyFqAv$i)x_%pI-d>OotOk&|S8j z&&fD@fer{AurV~eJG*f2JFh|8Il}k_SUx?0gLe*L`Edt} zmv(`1Vkb|Ruzqw5x4wQ4?tbUZe4tH=0AOG|txc$~0=w4dD&}5i?g1oPuJcnn0 z^AN6l<7K$|`W{BL6HP219Kqp_AHwbzZot;vUD51P-_{39IR5!FI6XXp+kbc;wytjh zJG|3%<2PS{#my_w{_GLF@`v}0K|{H&Cms%e_z}GNkM2YF(l+o3@-O{ifczl{can%DlchlBs;0X#W*2sgfd6JXZLKJ=#n zp1=DP5fZQd$?MSWc8G>ZO8UWHeGG^1JcJuxzFsBheYRKPBd1SJz|TDR-Gvs3D(*>j zgObsmA;hS_Vp?IO=7JR&l3As!=GoQFN+9X6J%+F2;iU zf-MZjwW3UPoV9IMsR~pVzy$A{$ax2CQv)>me*QeOMJpG`&}XN+9Y|3P-t>rdK=U@~ zg6NH5RI^38XffsT`Pfhp9`9MUc>^PeMoW-#ut+&JkmWb-QOi!$~o8-S}}a>Nj` z{SY?Or@VE9z$DW$d()DUj#2bDhyenWv!D1~^5Un0dH~q~k%dczjk@fW^Ax2_UhQ=l z$N`Z7^f9UejbbGZGDZ^Eq1=DGlb@5S4nQ#djdCZ%4? z=i4x!@1QY?QD4eInzWS@|^4jPUTrP>jY#3Wc4S z_eUU;I?;`za!PDKX8?o8J~c%1o^rpC>ex{ea#5!0Xrr9-LCR8lQ_9o6^QA(Go`MbtzlpZHGL54CSReAl_4x?xKy7Pr#s=a3#ZaY?tgF&frWBp2 zh{2}*UnZh3^}KykTU+q_a37tYe$zaS%1|)x&c{FXeSobS9WEom>$4SXN1n45kwUv)x&c?ebQ59yczJ;BSN6a!8u;LU{vo{aUwu0zR%LlG3~>01 z1K9iWE!cT|Pr0B2SiHQ4#`57WoZQnA}Q*HwZmMU>r+Mv-;w#C8q}9X8*{M!0dDvfOamnix=41<%%( zB6>whhz4~K^11BPars;aNc+H^jw9N;(Hu!;S49aK`DHZ_s0svw$e#^HS%qp;1Vj!H zv5wCNT*`TRX6nROATQeiP)6~*)>-7qCB~O8mq^G6AmZ>M*Y(|j(6utMk4j2VS z(v_YCI{q(2p958dO6~iE5?G@x)DP3g+d?I?Hbv4mMa`$~y{rSkIX&?~?9PfdHbL}j z2ZZWL=bu(^-gW+cdNSRz@8Nsje;dB{H$N3;mJ`~iw&W>;{NdePj6?5^k@tC>nxM3$ zGBb`Hw5%OG`V zbUdChh6L_Px&F#)L_z013{-;M(b?M~5g!0tO;9PbxgBK|Tv3 z+<+8KNo{s14_*XKE})cPe#yXYXiNdr@MohS7{$7xBjZU`6A0&<@jO)Q$eIT{e>PiO z=9=L{n0SZvn=`>+Q9*Sq6qRVHxL)K_1qkuLhJBEC26Bd|5t0g$w6g^?-8{qnu^?c8 z#cT`Oeg*3^|B))dr#MVEgRQL{SS)s-Yv;t__55vT&f)gW9<*HpN6#ay`;%PA#L$a) zx(6x}NWzoFb4DgK6hY1xLQajx)!AHWvW(avGM~?LEem9vUYuBtn6|xwfd$$=D*i?P zqXw87u7SPCgrbOq9#P~%WPgGObSg@kV>o#N~?nqWMdr`=-C8 zzaSO}TcMw#%{WnOeKB_yXeF+bFCIH$ah_il{3E}zDj|GXj%Y2Uo@`kQd)&dczF z?|%;t_8;f;t4kDR%B1g6CM9frs_K6D(IKo|fW@tC@LdnF#XK6=eeF6u5s3FV=(c9C z*xQ~sI33Vg;1?Y%AD)1_w}Vr+{OCAg_hGg(C!4M8;O-mOU^wexd9;T4l?B!Yz_dN@ zVEffYKKuQWq{YV32DOUY*)C*`_0;iasH)IBOdibjU;&xCUA z`*qgsWb7WgS%-ROa?GZGktly^hT~-EPwy&Q?rmF@lNibw%O?9N?MH3sO(8a8N&GaiL2$%qn zo9K5-=w~!aJw?nd!TSJ3_m$*1D#+cU4h0x{zoKS7l(`A&6gdBK#qUL>V%gJLDH|BF zViZj_L@>XdqRK-&&d2`&qXSsiiCB%Di%RhGXq<|tDN4>XpLLLo$RTjCx+WJx3{(+4 z1X6ODz+>e-)QGU<`o{JXkE1Ya7dccc1wEVykw|l58G59Y1Q3S^o!K|ctZppGIY zMGT7pxeWWu$KB;T#wh)#dFT0-9Ayu)1lQlW3cj0XDChDR@7vkEf@v1ZvlGhI&ynD+ zn?pC-BE!&;Q(zDyotaD9by#$;q5P%eR9|3yTAT==f|ZfLJt{q|`&G{6#Js8;!ne7$1@oo?kVU={Q$P&m5iVRbhzc$O`}&cF2aG(S zAR&c=z0;P_I8b2>rXPXR8~Ee~55ic{cutC8(~Sj`)4u5j(S zCC5WUN7UdFrL-F<0u)TXI-k;D6`!fP0pqvJZ^BERINS zv{j8O)v!`7N(I$a6E*jgd6&`r1gR9u{uyT1lj^gbvPs!z-fI%}$G5t|3B;TSjAt5n zKY$(5nDKv>26L^1Apf9_=9G{i%Bh#SG-m8^GdkkpD8>28L_N-0@t?W}2%`Dq@k2O0 zIfm2I=Q$;b*X4rx04aTK_sVscE%Fg*J1_6Ta{mO*o}>tCkM&=|=?eVz7F>PvDzq~y zs7nTb{%>l)5pMp`7vc1SeOTPx!Fx_Ve2!DxUhO8mOP-Yvf~zvUw7YY-{`EUKYC5^m zHq0qilT2v~dtbZ?`)@yn(@&0JIXlH@cUTRu^TrL>xjD;)aNXrhZSDc<9ogug?$h2I z*Wjan^)B4~?tOf2ebQq=!tK}gCXL9{a&mY$*%Y6T6D+m5b!`F1@9o2IG5}m1&nw3A z6Y^j+;BmdVNMoIT5ILTU=^RHNKE(+B^)KEiqTN9CPZrm=VSRT8p8oYixclALgtk-L zJ8xbCw{;3fKmG(xQ?>CS7g*kT>l%cUHN-wUSECg2j|JPX`Q8?JB=Gs#_A+x3MeC~c ztlDz-TK~uL^YV%{^DEjiZy-L&3VGc`nY%o>m9gCkx-}lM$S<;E48QD}?3MFsjv5w__EauKl@x z<#<7miGat0GvbhSESR`RpXC0~lmsJ$r;5-@e@vqRY(Yo*ETM)|dQ}+EpvNrfl(sy0 z40w5}Wt2}<3b0x&(TNaEf%HqV*^NejJ-4;veN$9^s_nA9+%-$}j`hk596I&fUG)C* zt|@fGMSag-sL{{XbM4u4WkdR5vG+IysjLU(gy&B1CVIXWSFJO=Cf1w894;w{B#VQJ zPOAiS?9oO6O@408PlZKAQFp65%^#h@454 zAlUrKGZ@vF1FftYMUmwR^Mz33FV+609FwKoqCEidwo7B z+v(JVWLzg>GJTqkB5uC7SQ{?jO?36xpr4lh|)Z|LYS};Zu z?;-XpH0XIYMac}~LNNJs4U-9yLE*EPd=iM_h`W;t#CcYALp;Kf> zE}#BhHaA}9^I(mi$F(Vn@$k_nB$udywk@z#oK0R{v-uX>ym14OZb=BGDD=(Wz6;@G zK-m4T>|x!cs`*Pe_}Npq`qf*A3exx;6b`MTuc>HJnKAaMtDRO|FQp&IOR75-@W zN;_|$-EOFWVJx@O=9aQ@NOg+l*S6sHw_b+fIFAd*ceI9QKX?fK>o=iG5&4+kec4N- zW|`Gf94VM#&yZ`~AcivJ6u`FG)GQ$e{PZz#pVbusx}6SxNyT?bM4ZxPGODrr8ADUD}irX~#fKs)g*G_RB~&3^aUn zU+u%Kc#XhxH#T4%iq+rzyYN}n8*SYcpkt&9Ik!Pn7ly7ev=o^;?iN(N7Q@Sa6YYzg zu1_o;EM-x2^>i8WSGJX35ri1rxkb>pISK-Z%$zES8;#zUE9iG^-cND8L_K7hHllH+ zIH~sT`F+8nBg=Ik$v4&!jH@Eulhc)RLAi+fZ=dz}f$Da651gvZ^J7yh^E>s#woel& z|8-^I_`OOsQ|{Smd-1X_t9Ze$fl#Rbo^)Io8neNVjc+U>=ceGa(6vG3Tl2rLlg&^? z|5L|9Ydz}O2@rE0xNAs()APaA;8gDAj1aU6Tr_t&Qcn1=xxgKb@;2tzR(nKu|K?jpbyo|^R&QzVa!F?M_~L^bt16_)E`PYkpLF9`q+6$$V1 z=>RE`9q2sxWE2jpz&P%)QG_cd$x+Cm63%LDv-6^kNGUXKtZeD~vW3okGuI}NGm}AK zLL5!XMMPrGlaHF4#%l&q8JpuX-!U?uj{!`T`8zxgFrPNy-8P~C+9nrQO3s;FOo)0w zObMA7Z+?#W(gHR3{sukr>7My)4zP0t`e6yDLoaYAKHM2+G#!IN4w1whb8Q7IP5=X* zWu-@lu~!xV)LO$ZK$0&GCxmD)@dXZfTGAm>N&SOYsX9Mxtp2H$uMtTk*k z3sWN9nN4c?KWfHmj-z5y&g^p){wlaZa>onfU;1J8YH3>=9!yUO+)K4z=2rqaG;1Vg zTX9dVOgh7Jqj{F+!&Z|s@J!=z7H2Y_FVD}~6G9O2(PY#PBY6trKj`~RPG4q0gVI(- zbI$DJa^0u^Dl!+py&M9CZ>sLNgjD-bu6)BN> zBOeu|iakhWXhO9xohCN7Uc>(WKHNAt1P?C}?*Ztx8fdm#OX#696CF%?7{H|N3cBXVSc@lLa{@V3n9BM zgZD6xEbSTthwR9JQN!PgG(K_1g@z*2T7x7NtPKgl)jDXeI_O}Qmna?KcXb~g|HX&! z%73<}#~j(gZBWOuG0TqikZS~moR%O?dlxXDfA9YF9B@c5+{FThlP7TS&QrMa5AWe~ z)^W#M&znMX5y#fkQA~_ZqQat5Z0XZn4%+QmULS&Ha^LgRd06eA!1n#CFx%TgzKiKhD_RNX=R&}RzPH=4xtd9jzPCrwhh!{l5yM$J? zc1D(e4pG9=_J%$>7^@~M`+C$JZ^WIIKgbdoDeAyft20@3G{h8{o%JcHO^PC+QMfs=h8yWw^KokkXMv@ZVxWAPTrppB*0nFuEPmM^c5ryn|D7lXe4kb5^JmI%YUNj%e0AiQ za&k)|j3>}#LBp1=l< zIjYTZp%+Fk7?g-zGtP^0bW~#@DbHaN(I7b(zAiLsoNW1nVAhSD1}a>I!3PzK=w&CxV;$5o>Cvu(J)JNU?p^iYYZ*&e?lNxYtNf4!E!b_z=#*UGs-%q z$iBlf`Wguv=e71lgkGWk4&=NJQ=l=L(BLK*RvoXj_P90Li)b6!ek2St4eg(vi7O>E?>jc(Y(HebinA2-UKxry#foV(MOCdM%l^~oSun?MD$Q!nU#5_LeFnz| z`>2^rIsf4p-1z?J$^-mAnCKs4U;#hyLI>xO;aMDd_TXr_tq# z@|a~Vzk&sH6Dlxnd1$ZAFrA`5jnFKz z%nqzmtb6DW)-by^S0fYk1fS~$vD1{+*^P>dUh*P`;^J;Tj&bYO0t+XyW1*p=VOP&q zFu$<_ZmU81^4arBdQ=YH^vNxe#vU8E{tsS)vtK@ey;rWIquArZ@ILW42kZSc*6Kk- zB++c*`NQ)7R6wi00cKZcsiRm(_5c7N07*naRA5qe7*L?)=!1ROy|;ixq9vD4p~*Zn z-!nR7pfJjr?bMMsqe%&x)2^{?PvyPJdSf_LS7d`%_>Pg2z`8J$Opx?pb-Y^Vq9Js? zzc@j3tSZu2TE(~7ci>7P6?PX zj*K0dk!loaxcqUb{ucsEspgHmI}^l#h_y_MZ>d>JYaEDK?}i zN(XfUn|ZJ59*^oA$!cdzo1Yk)T`QG)Y%osiMO-&P#mX3(e;G$W*^vzzh1n0HqQszS zHO6*CM?E;Pxm-y(;?&!OjY!D9-wUS@h_YT9{MHeo`&X@7CkDQbW9ri9 z6dl2iln5rR$0(dF=hn)iLq2{k{XOtG@Qw}j?4=)QaWM7UOpuLql|8fY@$^tjG(q{x zkv1~rrPPG&9gvA@hAA|{!#2=%7wnw`haAXgD*1fF5Kx*s6od@{+489w;8XSSbS6EG z9SuI0)7Uufk(hO0sj+c0c81ZSBL9XmKdY&K_G*=v4JI`JSG_1$~{+q>7$0nnlX?P0lEq0pJZ9MhlvTm^Kx#&Y=9_S4Gof!maPG0DB102z)EpngJB8|dN3Z>5&6VA3( z{?2JQa+^_Zqx_=+lcTAO;%v|yTs`8EYdh4=v-5=PWrgxMD&bTB$9#soq-_)P8Ty3m z;x^2QFp~aKD@HJ?9%$dviw5Q?2b=S`6C$cPgU5e)1lPZMHys3= z&;6!OeE8=-hu8j#FF{NvurQZuTe$MpHTd|?K7!D_1iN>3p>MLX+&^Bz^3e*e-@gaV z)dlkLWPGkL>Yw7iXVAb7TGqMnt*xZti3x8%C-tVdc>I?i!O^=<;mTL;K<@*zDW5$=IQsYy4u1X+ z?)<}-h!^G~3421NM8~dxfJO5-ax`^(<9XLW>}2<)T{!sR19<*k2RFWW1DfOr_dN{I z!PB2Ug8un2Y=7w%^1KdDBg)Q^qhB1r;V&M*?LT-EX0xsAaF40IJve#i8N!`o7hs(n z$;r7t0IYqQfn!Xsxc4VtFh*pAuJN#+j)45eEr7*L(#cY!+MKzwZQ zP#lqKc2TufQ0Nqh6ysnMI8g#iM`+oeE7)6<;=ggqPL)xq+%D4XOwmC$_NFe;DGbk+ z)~#GEhO6%oR0F+F$G}J>qw5&GGDem=#>)nxUYZV?et>m6nu_F{P8y5H_{%~@^GY%t zU&d_S={Wt;OsAY`<+v`ARvM0x3oirIvZS0xMNDeo66knj3dA@nV9p3(Q=pvnNJgmz z^PLSzN;>ZZ3Umn3^lLL=I6F6~G z>ueNL_3vcl_6Z&xs8J#;Z=%q`b{SeN)sf90nijgPt?a=`N8_X@c~bglaKU(4Jt|z!6$LU%GM^eyGdni;WYOiDGJ4MjB6yP{OYaX{+0&a;3O?G6 zj6!ehK}XCpRLoi5q=p8kAlTlp5tgDlO*ezK+rol*-gjukA*{P!Bc%T{9^(d+B6qKVnD3K&f(^ZN>G;>u7|FV*Itr$!h^mSx^6WSwx=g_etZNyx? zyg{Hb_bt$|M%F=N+pJ^{&t9yHGu5X|K*2Sw1F^Wn8GdT%P3m-HzQ@PR+HuM}867(9 z+2oMD^^fnvZ~oVR1lzCfp%Z)e^{epgXHVhmCm+FlK7#@GQ057HZ(WBguU-|I38@Nv zvw%C_-iD9=-3OR9&~#0%)e$}1``s_V{Az>sI-gjTc%I=3heU#4+ zUORwPfbVO!z~9*tIhPE(CiKwmF2KiaSgi(FJvo5kR2W-cg(jyL3}FdRfAAQdeg6a4 zef0_~zHk+~F4qU?W_$4NzxY8mTeq?^Vtq0|Gjnj~Td%{}FP_M0Jri~xFQ3YqWYES4 z%jZkj+1`TngCqF)Uw#5^yMy2d2+IIF_qJj2+=SYoKuvhSLDu^#v?mz6Pg{duZQ35Tkz811z7O!pXabdUWm(V12g4f`#BV)eNYV z2~JM|jbvZ_(rtMBH=n?xKYt&Zd9Ln1oSng9ZvlH>xeddk=WzNM;51TAfUtz4w+~?d z2amz`4eWmTChg~>D{Vo0cMIPA?|%ftDnc`N7{O0+bM<_M$bs8my9Z|vPhe?ST>9^@ zj_}U^^e%*O2F>;yhUJiH@BR(wW(zp@wz?iLGo$e%ywuqqM{UqY)-wxdma&s9ir5t! z25%LFgB<@{>1<~2vmTDRt*bQ7dNb42YNW+n>8wa_l;ZAWGkGc06N-WXVA3;+{203s zkINp1Oh*XX+^5go+5^5JW~E8npS${vPnm&hq#VU5>)*O7oFoE=p*2ElZ}vpCM$?Lb$PFdk1aX_9ejX!CgkCkv%K;zbXR4c%9|>tDc>$oIBVt&3MP)SA6=~rtgJ)C#)b)gn zmsN}!((DrqG^cyyqiLKtvNAKxzp7By;+Uiq#?tT)LeD_^F{n`{12G(B5?#YQ&I)Sf zH5_G)@-GzRKu-v2Bj+^RnKN1Vr_NJ|}OpYHhg=1!eB08A2ms1(XDR*w1c4d1Elo}LT2e1CKZ@}&=dsMs@pt-UQ zx4*TGh=S$e8Q$9_qjY;lX?ICRH&UCYO{kq43%K{qyAV(MY^cpVw2LO6Vv}ltxFN%_ zO%dKyP5$0@-h%bfDa7Q9?HcHI8{uP-?@s){dwWdgFd8tE9nS?J28Heo9 z3_avpsGNdxiaTffbv9zs-6=+JJRW` z-T^EMOffL$6|H7y$Z<|Sk&EY=S4Ckx!xb4Rs-A1%=VEaf5ifmU3*Q8^rnqhSx@hi- z>O75p^oZPE^|vyr4TKgntLM)xx7R@^4VAo6cqa*#lcsKt}GB+CJ z13Lp)PxXnfSFgb!;(7(Kcjg^c4<-Txb`1D=UyiGGY+R&k*zZSZ4wJ&H{Qz-tSQQMa ztu0yBCh+4TTZ5K9NqXqk(K+S=Z)L9p4C<{x!^Ik{V*EqF zEUX=nqI)S?z#HEl+2f$B+`-%3nT})Lx&_k^Bn6GkZkCIbc~5=wxd2krBK%Kl5|H5a zl;f8c*(*XI%}Jk>p|Hk+eT_iQGXkLJN}a$E{#-;Y@VTf#nR0>`4zbs{ji#7|ogd;@ zkr#`8MqmS#Bdl4`2~__eJ5U;3!%7#8lvmH^p6g6z=j;1PtPzM$}zFAP^(n6Ix?%0=eghoqZR* zhu>M4A1(?F=i-Wl>Iu&FR1E+0isZ!U2NsCAEiCjG*!Z^0eBJ0Kw<4R#Egz&h&N-Y^T zMW2ceI8^`>QXxgOoo`{eIy3yj@M(R_^w*^-zOei9E*{S(tvjv_;9%?Ow#ry=I_F$* zpNh>T^WMh}!cGI-HmC5BVT#2O9ah%oLTu=Cz-btu+w0Id;F*8fLXYf_jQQBuv`^+Q z@4@!{>i~cDp3DR99ELTg4;qMCQJz5dY`Eu7S~PkCI_`6%3;Pt;h0>gZ4^*7i`9dy4 zkNc&=3lC(Vnhpc$H$$4wW-vU!7@2bEP7&+&vJ;MCP6uIO6 z7dx?XUgw|WPL77R$-87irLVS)(ZcBg@>X!GPHf*jW}9*!8{v_SPK(IXP@^IsTq$?B zFE%B>*;Gz(W)rWpo^v~U9qXD_)00%oG!7KM=*5)P*|vENLk@ObeA>(At40Z?pNxi>y2t*6 zijK|=2HN)Q{TKCJ7?@Mzolx&$;Im}1LDQ&|ry)Mur~Er7+ZUduaz_G2r`YfXU^sKs z7Yme(2&6bd!!SJFr(!KAdIgvWqxK=vn7t@z<2W2c#FG-+Aavi!X2{SPPn$lVLd$CR zAPeBts7zjNbToT}O!VskdKiQ!II7w&-XO@HY0o*LuADw*lIaux7J8!W)E?Xl3Tq7) zW_-L=8D7NE5@(8sl{3V7qG|Jca#HAft7WEcFtTBS2^$+Jnsw%XnbGvHT&0wd74)k! z*qSe3)@|Vti0hOGn1+*b@6*N&2?p6nAvZ2AhyPfSr6c`R=c2+bbQbCH(Q}AHK96(& zX2KDn;1U?E=9SmJE{bLaF3+SG4IFJHSkPy2HQwvKp;QxEVS(*Cb^;i+To4G58DNO~ z)MkF-tdN$eh{d{w$R0^TaU`X>@i1$0rRDWtjvFla0~?1WJw?NOFtx#x12OP!;NqQ8 z_K!FQxY(dL)UAf1LW@6BrH`YB#^{w?>3G2`jW501L{_QqKmZ3@s%m0z&3mTBn4_NogISPBAiu3P7nO zxba9bkIAPjq(ZSkM=+`}Yv#~LDdK2d7JPRus#TvQ4x>?*_Ony!o1lBU%k3lzjqowH zj`=dnxDeu_(#SKDjvI=Fl16}WosI{f_IpThFwgd%BGb#C5uW=|#u zwri)(|F-l(=_i=KO)J54KB57_e^ItDTAnE;V zRB-B&%Y}AbC#D9Go1=F|7*l_wzC*>IVnL_Q%o9{k13M6_IRg7Obh;}Q)ceGud7|uh z-8*sWIjes;rK@^p6|~`$&Kwv;Dw;vcXSPJLItdviRixsG4ypM~f`~EqNbKFFVajt1 zov#!lr?n`636XAK@_MI4}3Pv#@x_dQvowUftT_956bW zsMLX+MN%t?^)Oy}Mrnce9dxXb$7SjOWWGhv@uEMR4q$5im^42y$Ug~+a}cVY1KuMd zPn{b5EQljl3n!Eu<=P{U^i&k8rVG>;KD`vZ?E5Zz&(s*t3qlkriZC|$&cAB8#(mi^ zA13go>fYwDwWgPoor+}Oc{aKr3R8~^`7k_1B8c`}(z68Yz2p}rwsm&q7d)uagSvrLwsrbhDXCcAHMIr3y zmuQqyM>*DPRTXWH0w6_OYs{f>%aM5-|$ z>KLbTOo%yl-dHD#&CL`h?WDs>-#~>FLD4-;gn}NXdTb;8PI3#4!%qsqr3&b*9VY18 zAn8!$3}}==*P8QUH%X#glK~Bmlq>9V8Wu-s8A6yGYh63bX%oCkHWI~Ahgf>!B`PHZ zKUS$~=sR!@sL)70`VHYFB7=;>&pTZ!-9*KFYs#BNDi~*l5TboZqm-AsLWVs zbm1IF5+id~T`zv!IWIbX{{TMx-+l%s9~~)ACmG*R6WzRndpGaE{d>2e|H(1T-tJ*> z^EuqRvJHM%Vnq7j_!yqA0gjH(V6n4+FWkA25`@6Db9j0-z>j|U5j@yGg!O7ImG=Q` zLDM|vFa7abaO)3VExK#bB4TJ_3Q$kAZ8#Pl2yqiljgxZR(di=CXv{%?!|sg=GP zXNWjENU>rYtKh+49Pi>(GKd`Wj=~<~J!1IU$U!DWZ$0&2QB*lyuP+@pMWBS!`n2y> z-$A5^WAvb>^vp&b5R61DoFmn~DcD>od)T)8i9?>^+-M4&%r_>)h7HR9YzXWVmQxt{A=A zBd*l(c-?KV>w>GjD1SjbOH^$*pFTcFF$Rt{QWXFx<-wc0jQ#7TVZp`k$(zMh6Ju3R z6-<#L2$2LpRGC91bd|IwpQFVAm8W2iilb+pQT#aagD=e~0fPuH7LJ-@TSQ%q zvxB|sP2t0i1-B`Hq{f(G<^>cfu^v%YZG0sN%OVtpWXM_+51q?}@qiTUfsSZn=EZ6- z7aA1rHLyf7hMHNe?EJ`iLMdfpAh;+V9Y-<|&tMO^=wjQ>prb;Ixj>1oy&C)hEGHU5 zk0}MLbl7L~HyWeeu+ch(yhNSLi)o=$lpNNiqWHlOF6S*QTg~Yr2}W;@kYS3j4=`1P zqQ9U_+`#6_IJR98WgE`?Ec(V@SY?YK+-YXkNEZXlI*^j!CeXrOc(Gu-yVw;O70#TGgOI|pv311jFG%{dR%8#&IhG4Qj!8W z75t=IT4_%_*bFCT5TeihkK8^*h_b#o;PHN_cGNnQ)oVF6eIR{ng zL;fD^IHi6zx_B)Rp_I-z4rgRLkb^2!G@sAFwR%1|7PTe*$NSj!38X;LL@EN$8{NuB zTiO(cI;z0Mm*`uJEGEVH;iCue?N^LP(_^4>e}_ItmA9_x1S8go20!uGwZaO*#QRgVf{ zF3miEhm#79CS^ON^))TcSC0-H7lP^^)4O4Gm3yT}luBqCaW19zC1+o5+f)&+TCn24 zL3NApAP+GemyD+$5IrQr5I4$D_C}0`dQa;6c<$uAxDQ)Q5fYsM(}Q{`UMBat>KB9H z!|L#16i3f{4d=b1_5<=OJQ*gGvNnK-(#g5-_InyB29w$rd}<&0Lo#gFi0ae*QyopicNN4BdvR?&;!fot;{k=Lfa4}p*zW6D!KXL9#D5@_>_arxseNyV0#W2MAuJ`79YIH5zFTv_XOg~&yo%J4tq393uUYZou zqpAG>#t%4DkpKW707*naRN-WTLyG|O9H=M>_MXE3qr62&zd@0s_8lAlLEU()_(aanjZn2xwr~3? zj-QmvoKErBnq!JoQqtGUQ%VD(979_FfoiYFI#N4pjJOZRI4}&2V5XKn>f%MN>X*!U zHIyu0ycqrYfgq_`3?)u^=2-OBM)g9_Id-<~>b(Mg2Se{=#b!LN4;6S{(u|A&FvmMe zt%!V%hMxR;d!?acDGsx>jAp9f$jMm;_3|gkc{RNXl7gRwKrdZ@Zl5q2fzDm z_`5e=hyU|?KY&MvM|eiO=FLYbIu^ zv-2F)5SM&Zd~e7F+@zX!%M>RV-(MwM8qB+vE zC6$MpM!@pa>1=_9hVp!P(h-`<@yRfK<4QD+Y;E5Gm^ucfI}wT+Dqs#1w_PnZr-=fq zy;VT?0ScXiu{xg$X1hJ0n#qUfhBcF1)Tj3bIq2P=yCsl_1rb;w6j z-@f%K41Eue9{w^r{+OmBm^3R8o^169MZcE|!TgAagKoZe3C6$#slsnJjm({|jZ{al ztw={ncxYM=t07bRIvt4Oe0h$u&s0yhAU^bf|9oR@GBQdQ&qt;~}y9h2P%(E_9EzHg9 z-!eOqqJK%rCp^?Z9;{U5AI}>#$1uu-J64=?k-&q4CvbdxfW?$#y?CBtK5`Dx10arO z?PBB<2Ch*M%@CbBcg#_9o)rapPlNY02HO(N1bEY4o}Uo(jMR)U$&(q3(o?{eCqg8g zw;C;R$$7K7TSOVLQb-gy)%5s$T6L;KItq!MCm^^FOk?k}0oRZ-&3Ua$fYE!SEQu4q z!5BUn3`3G{l!>F_YU+RRHsJHq2R0;4iVQ0ZV$AZqRBD6rP*udBb~?z8u@cV_gmo|< z8AdIWtG}?rPavko(c{hfao^bJ7g}bFP1NPI&|GWm@f=w1^O(m(iQ0I>D|FV_%Wvnw z2|p-?D0*L%XnS6~AxF(5a;Wf57C?4}i*_oSSD8_!H90C+RP>U@8o|QzygGuYtzaCy z_SqQ`JUj7HJ6Oze=ts11em>(=M8NW7RT6ZMsgup}Wkwm~4MlW9C&UPH#=L_kt&YI) zJ}m4C?VX~=sFL%&TX*0;{o_A{|L8Zq3jXXE`on!VJ2{5a=ZEn22M^%>SHBEr$Irm^ zr_hBJ)*YD50$fi<#Jy{R zXrLs+CmQDp8GAMzN&2lC3K~7_Y>w|A`c*!*m?HdGOXL6L?9G~GJFYXamAQ9So$1aO z!v#o?ph&7YwJo(IcUa*eJVb~4%@KaEAN*!J`ak*2|3Mw$aQMN|merD5l1YjqNPr-4 z0o?J-r>4C#9htd?FLUn$Qe6z&I6B_iyC?Po>*lie~o5yA29;67$2Sc(Lv!loSQ7uS*TxmfLq?mrsMuAqbp zOJ=CI=p$+T#E-aZ4@r6=SV{FgM4n$x!FNv6HU@|&$I@H5+%GYjVcydV)cl^2i+r}- zBDX2d&Q9ifS&!m0Cvzyw=!w-;ESRorw5H%f(ubA@dHx9c9>;ZiAf$p zKQdnJO2E%_{gPHEcd1((a)9{5R>8l0GQihG6Xx6coFYs(mwWobC}CdCS#` zma9YBZniY;w?zj~2HS41aW7#!66J2A@-1w?HQZg(29MZbf1CWoz>cEn5}(}e@_o(q zuzU#^=DW9AW&YhBgx+Oz+C$+(&w4@-JrwIUfesS6D53)=L+^cM;{+-#r7Lt^N?ly^ z^yKY#>Eir?PG3FEHcNf`+Z4r?r^TH5NEKa+94}r-7hFx>aM>L-&INKtgJSqciFmka zhM*z_oT;L@m5#4v&uL>~u#r+by@LD9k%Ezk}lf<18E~zn{~Ysr3I&M3$SEwdIyQzzvgol?`9u$t<%`ON2gN^7b;*_CkwIydz0BmVP;+4&AF!lsWI@XgmrAWl(Y!xkUu}{ceLAFVnqm>m2oR`7(A~ERm-vQx2TA;b_7f`0h~Wymd#=3a@6)=h#fh<>jd_RIi@2 zUKlpFqO|A;Kc3A**@qxd@#dD9&@wny6F*0{LItA9N&;84R(e$9#S@y`;*M}6>9CRN zN%LB~vS6vptt~cFv@yZ{y?S4z!l-Z+0kXrE*FkxOgL{}4q6dW5Nbic>JJ$+&5@Bdi zc%^fJokxzA>Sjthk9c(>2)c=807qqaxe{Df(@K#L9_}>Zb7HIvMtM9U3QfSSIbBCYj*=aRG%96Zx+d?92CKQAQDl zIe9^ZU6}kt89-!*{I|M3plE6JOXPcaQJg9jw$Bm`37UId4$7*A$L6lKO3U2uh5)L+ zMYl%tJ|GCB*w6%aoKyBI@>lN7oTe<>l4!E)CP)c=LK1%7(>K2I4f>kaL;dpf`ak{PL&tn-71UQ?|<5W){&o@{3+O zPsDLU<9=XcH{^agP9T*EC!T*9%ZPc*hi|@358wP+Mk;*q^h0{}{PPmAO@`rElq(8= zAdv4*&?QsD$}M_&``!2G$&;_;Iezx(Z|M2wPqju$aVUu4S*=2HJ=1fCVE{h1>fU61Q%kqq0_D*rz0x7oNQDQ23-ciE8WT7G%U z3uRg2AN|2m=`2D-yX~5WofM}Vv#iOV3pKJ*Myl>I!MQWvOLb{hM~9_FaVq?Kea)yH zZi&fG7$euXO^TxO7yY25C?wh#$os%;IPHvbIv=Eb&K;(YfE;u6n@M** zIk`*s?msMbq2iv_SH5H=$lVzPvMlnZHjkUf@mZL;)Afl)m!-o~Ld^`aJVQC&3iWm< z|I7G_9%5ZB6~0aN8Zz77$AZj}d0=GLIhtiUb4ICIQdvhy&&cT5vFP98pbM_0I~a$F z70gI@hSL<9WEkIj@Q{uUkLm2tw{Tu>dV)QprXzO|q zHL!!}E2VZ@2|!a0MvWyis+lXzq)`%dB#^@1*zKToV%XPXwKlKln=;iA1BbA--QLm9 ze)e~HuZP4JaG%=)m9;_#pkjA+?A(jY3+*|kZ$r^#sBfm{#^XCLAF{>uQMGh{xr;J} zZam-|8Wa_RP#CX3Xv~-(G1@hmJ0WnUvJIwa&%K=V?o6IUUoy3bz1_q{b^1?fd0CA8vL##_qIkLLzV_e{ z^VFo?2@Oerlj}>u?4ljeW$JuxFLeMTzdi}KNN_X!W<80`uD1}-vV zmoxpXhcpIZ(80mPm>yv;;2&hhkbDP)8awn_M^)K_P~CBjfNDW05G>9V2MpY?41GPI)*(7$(N=F3m zOn91{LS@+aq87iD`8%r?Eoc!bfFLLXGp4}{P7(N4P`II!b?`H~+$n`kYAHCX4jW-T zE-T6jI^Lz6+le7%PDz7&+G@q|V3Y(!b?RMUXGc?jMO&EyWL^;!*rw2{h3!o6RZKd< z_mR>RD2O@?IF2eWzFz4m1f}BTLZaZHAW0EY8z5h-}CwCvvYO$bS{_-cZZxkdvLAl#O zA~zo3*rhqPRc@c2KJ25tlj!c?U`3A7`fh00Z>l;nIT+w15-HN%DNOb@nIhl^*%SVFO|+A ztUA@RSuV&Y6kbY-+yk$q5{(dIx#|p6SsaMPovVC6 zb(^WdQTf|Q(ng9-v(HY7q0+C)S^G(9BxufxUYqV!plxzgr20jnI7Nt|>e7)y11b_V z1zt1>ipe?252=IBW}S_O^w}XJLdF`0CQjj*Ae$#|v@Wb2cuuxo_Iuh~UKB@s`rm$U zI;ey5gIYqlURLvbr%rV1d!Eq0X$=?WuW7xx&f{!%dm8t9HMXTwi0a0$FL;wt{S_pG z{w1aDrg1r7rz}=w7SKy|#Llb-bvB@8Tfz-#kBWn+6!b-7m0?d1)QB_t%TR7} zhBoE4-ovfmv-7m?wLCTBwHa|z(%!}*M-%VaMs5E|VzcD^0{)|B4j7v{XLoCx!P|nS z)%<7Xi@~VtoAazEdS<3TjZ@r@uEP|HEFYZdG*JR%kiw61ai(!sV~fKD4AK1R1ABQY z_TkWzhsFUsD8Vc|o8Y;4jJaQ;s!tGsjRw!vaWpFIOrYr?yp$@sW?qeU`xG7`o9jF3 z7prXa6Son`g>`Z?%4cQs@aTkA2Zt28MP}ZE+h;@4*6NfUE2LZ;CnA&~583u9DibY6 zzE_A8M!PGb;me2~O$Wb=H@J={p(<=fx?I%OBN@4dfOCS*0JtI#k|FY1pu!5yMUIVm zwb}qw=cIxTGFka=QJGR7>7J}zW8m)(&;cTy%|N@{mT${vuQ@9!j7l+;?3B@np=sWB z(d`OMn2+>fcExz_mJ15LXZYD5h&ol+r2=`7NVmY>ozX(&d;rSK&Y;eh_&dOg1c?y1 zcwUb9iy_rAW?_yMlu>j@r_LyOjoO2o)G5$&EsRQVH^n#AsMh;0eHiRBLDK=E)k#Qs zbb{0Y{DClcrBUOH9F;EfR^=KTiV8s2V7wrXj71{sU0xm_W{T==iw4fL(lnZdyM+Z# z6<`;Y4nzqQdrGpqRq;Xr0tSOd`jyXv0xQaNwD*)dN2@ZgsG7>yHMl!5LLBe5i8`sH z0Tj!$B#IwJ<6#p?BQp~oT>)&Z;M_D)ho3I*rxvWsK#x`Zqa?u&sV%cv>uIYk*oY4BVWO~MF?C*(?`ijF}(QqxZmrz>uBb^KAgli)U* z0U{0@NcD)|AZzP?G_tsQCQt$?{MisE^;wkFKYIKY{SW``e^3AP``@R>?>weYfBgYn zzkWgE^%ZSzE@`*Brn8$ZJ$&~~8rNrZdVNDTv8SVDPY+fLy0`Qcb~p4gI6A&_Ku5>N z^x||wr&n9Lf9IGs+XRK))3{oZ>z8!@-hKLm2T$lE<@xs=U0q$$r=NZ_uOy~@+Yc1o zz^PZ@{Lnpin(vP{_%`)Bqf~~GUO#(A7q4Dt!)m)(GyRlri30|CRi$g_h>cDo?+gPy z`}DW;I->{zZ8n?i=yHr#G-VE=s=%L}9{zMoWZ}tCzTfWh_mV^06i-WK^J)ozTv72P z{1XfyaER_UYjV4droN!2UZEcljDwD8sm)R;-coNR(y-o;#8kwA!_%iAPH-tSICG{( z`{jKP`xVAWo0~PCrKKO$#4wYS2`5>-1(D(OwPCx>1vZ(QSf`P@R$BaNowVi<=hh3dEwtN!S7?#heQ;h?FLHY zmUg;Fd=5+tfpugrGP~K0Im601DKgH#j4`8WWR~U#cNJ=KZm(~@Sp04*k=7_WPiy4i zT?cI!^($i&qQ5rMP~--DFX&ZqGqir2%Scw_;Bi?q$qp)!0aABluAH@`mZk6H`o#@Y ze(n`xoSf5bsJO}Bn;(pK!B{P-0hoT&zl+Rd`ReW5^`3#_kvFrtE5!DM&BImi%{ex1 z-xHT>eMlFc$b10l8_%-U0d-zdL)Nk`UUq0uw=m<5$76_oiB#L?+jg*(?mW8%oHFQUndlf2{_pc`)%o>y(nUD2+ zj%qNgZVW}JyrxQ&^?9yJY0oEs%@-6xX%)*=&!G~&(=%YFOOC*kIwnMsD8;-Q!yF8Q zJW?ty=88JzIl52eG&Q5h$e0CVf)HxEGkz|2l4A6W?N@$Gf-?3U=M`d~-D0q$niD~C z+*BEdf>6MtCW3?8SeEudl$F`kdPnzL!6kdqqj9VmIo zW1}OZ>xKzA*r)XUpeht>6C)MmPRP0{<6ZZTR}&xt9j)+Bt4Fs`-MXx1w0|AxeN@^9 z!$3Y8WF%*iFpYR?3WPYP@EB(lLox0H*HES6b?gv0p@C1JZP^7xAG&G=m2)vh1-mPs zP!BXiOe0yf?pmLW)xQMe%440LGjhhL4%kHd`yAPV&r~^tLFq}M|GCz~$i{3z8>Q;- zwRawJUn?8RK}CI2yo#bP&Rmu~-jsp-E7zH*!fAkz!(u?Pw{tK;F_0p(DGY*Q!3~DT zBq(cL>AyY&ymLTBHqAJ7!X)}iPM81eKmBw1?mzhs-MMo_fBSF$lGdkZbo1&J-CSPM zIBar0`qgGb?;aeG+Xi~~!3kZBU8a@wdYk$9ut zjM(yFnQH{%j|7(H*9Sts2pM zlU0Q9?o=scv7#H9zk}*!m<|wi9k%WW>%h5BoXZ@v(JVRO=TV(H#`nzW?5I7>7WSL- zj$yNuUvWS8AUW9c1XU^d_EYnaXrEV!1_eoj$ZJGR^7+T=u`Qz#`ONEN?}6xQwtZ6u zrz-|jlX@;}+jZKa)3moxKjY;|Qdpf=ri9t(O6}hTI*+ohHuA-Bgqzyj zE2`&WZEEFyc>&%v`RmBbUWc}RCp9?)jH%AY$r zxMkIbw;<7v-+(bT|}6HFQu3($+|E?eNs>d3VV)SZZylz30-`9WV}cqd z1V%m#l~g_x^nLu?gf61NE)m9xP{8RS*nSFH$^j8eLC+@a^x@>FZ~7y4+9Z7^Dh=A_nc^%Jq<9sj@$z zGV^YEu_Mn(^>2w9iSE)uw1s9}|s@yb=z^8p$r^R$jOUk-w3EkHy)cZ+Rl98qh8` zAkFFi#EL$MDPd~U+ILFeK-!c$GmiP9bwGS*^pn)Pfk`4y(sM(Ute7<5a4cUEy>Q;u z{-xW6sA?j(Yx8?6G^n*?s6h@loJfYiLVk#hQ%8BDBiaVr8ZwAu*lQ433UsGWBzrEy z-$zEyrj8}vf`I~q1hrFTF){w3i025lEzU#aZvez}QxgYLjw+U4{&v{u>b%d z07*naRC^l65?FB2nalz?ZQLA?^)sxYwyWhG^Nv?MUz`qeVnRlQXY^97ydo$O09`<$ zzo1Z_TNNx$GDwDao|H66O+_%W@>C3&(V3A2`fH)(4Ab@vF$ZOA8K%z$M>Y%+1bcLq zmrocG0gObil=hb$a;vf2j>LO9Iy}lnQ!=4;KIb#XIOKKa-s)XX!?5K;luG`136z{0 zfmvQ24rk6etJS9?8T4OAljs@{E)a2G!y45P(i}7~x}6nwiwG?(XVys$T`uOtY=|RG zEm{GM42g0yW<{AyFr`Lk29Pl6`%p1L49~JVdl(?NAVFfSoGQMR2~bAv%t^e!$2gumhG* z8MZ7qod`LUREfs58g8j~kaPUGm}G_=#;Eh0ap3Zt{J@UkGZyLvz>%Ged4Qie5#5yX>I`jFI^c7Q3fbec1-POGY@QRFBa&pFn+ zA<%gTqs?p-#LJ;ZLc7LEuKDl(a*eUrKED;%qCUBao?jOtCAd|tS|2bPRT8m{O|2|B z_!{n2Y>xw!2z`PU)DuSqpJamsaeq8Fdz>J6lJ?Z)nkp_AU0p4fv>r=^`#w1=IU;<$*-~6C=;84y zBT`bml(ApX!K%w>xu-8)kUKoi%G!QE&~~?>&GjX{@#HN!JU*oL%?16(fAY`ihi`l^ zd+|m<++}&-oYp&RyHKct596qP&A*hwpFyK)#Ew|U{4xYX@mYnvXk#}o(_^CYM>vJb zw30Ez7}io6a?WZc$9nuP;U@@ej?%iclF4QQ>HiV_C3G$P(ismhCD#IhK|d2KdRD^< z7{gqIvfVwIeFVgp@hBW0NZr{lw~Z~I75MZ>l13m({#0+2Z_a1`PBvcmNDKzd!IeF8 zl~ZSimqHyBox2uxj_{cX{4;XRBu0gz%$ez;a{J31Q3Q@wB6L=PbGdP7{$4M20Er%A zhIx?sE3#j|*PL&Aj8i==lI2&E?vc(G1!s+&ZvnLXzRM1)RF38B|SR*o>OSqmJ~kaozMVutrDYr9CfdAys$yE**cb~yR)cBjh@uQ zWHN5lmN}yhpo&>hlv2gW=(z_c2w=%y5GEd^(1{p(Ij_^JVG~7I#M+?nBSSG=>8tF0 zUpzhx|CY;*_D1BKnH;Iz?`fMa(ZD&NofYeI1;#pNL#ZfgA()XU@K!wIWh}yEMBg?6s6dd2 z=#%o_af;bcg(aUwrWNqUN`Z`$Xq=;sdA*&`hr!_jjHh!~Mbx~wnMTLK5Fnb`Aq*e( zpivl%D1th11(E^wVa9CY z9jP5lNl|dL+eR9;LHUoJv%%IIU0%no_atVA!s6hF4i8UCo1*K>>{uvmI|~v-+eON~ zokRf~D7Hp#@-DVCGPhQ%u+F`{oEgt4Qx3i*kUb|{1DzF^6EbUVkkOwYgqpbs1PqN4 z!!qe4>-j19#+nf}#(XXK<-0~SEe0hjbe{Q($4@xeXHb4@!IdIy=De%CBaRCZTErE5 z$j3P@G2;fneX$}#s89z)UR7rT>0O8nXr776fJPZ0N;KFo5J7Btdg;pph(0j*PhccPAQprum!m=&>oAiCO*bhF;mS01fsnR|XaS~;Rs zUl2_f*EjU`@iC2IpWCqZXRj$9p3vK0eU}#gi0G(JAei8i!Xa-hPEAC^vY%kiK(PKu}SR5*2cw6Wsoq z%Y7E(z{Uje14?8yPHbC&#ahn+LqwMCK<~1Ms>$FiYi}*1KL5(Hi8}^KgjAJXWGPs> zBQ|#W%&S7qAnzfqV_G>7BK^Kb)GY*Huph0lU}rhUN#^Hl!@>R&nXv@pIZijqsDxvop1{JwK-Jg2RUdOBdUp*ge6utYbL<@{R zP^jk(w&5I7&AG9;FGzbP)5^ca4$A3E8sKAHFxhG;)lCq|fzyyir}idEtL(Sl;W6XhL&;|I`zvJhdHw-DUi zy!*6mnRixn+xjEY8ttPi3=I7n_I8t z0!}5uDHRSq8|mq9KA2%OCdl(Hlq&GaK#SfWN6uORN)Bl{xYSlCRr}2?V6q?>CwZ5x zl7*K>jG-JYPStRGEWt1(C_FjbiZx@9IhDgy)QLJh}>u#_C-LW`MR zLLF8utpv?H&{M}8R^BY(uX+!4VWt#V#uUtRmQj@NC8PQJ?7YCQGU6uWc@BK{0_35g zW5H>aVY5y!r^-p1gGMl&dbp{fh3Kf6b5oSBc_k`d9-h!wzWziQcKw8A`R&NR+_TSY)o zB@{?KHd&tsF zBrcO-G}vSs~syum^l}&tx{)g-bmlo{)jx|yVfzPC%XbwxvEnWNH~Z(7a&47 zIY-+ugZ(>*=+zckU8lx#)IZW3kNOPmjvZF84XdySYe5H&oodTT5UwE83sH{aTsU)7>9^pwMUmeRbG)%?#oXod5 zaP!Z)dVDzR3ZmZ{Qn$Rsu_=KNl=bGOCPfPpx5Gu~rqEo?H*Fc%(Wed$$^1kI^PpSR z`jPyoC`7pkrs$Lx@Z(}!*)uwiHLaW){9Ri|0e*H$Bd{-({=sJwf;kmpkr@!9yVNSqWUpJdv$Y(@FI^k`@3d>Nq2|yD}UZj462(na_I7hd9sh;i&y>?PpB7h*)e4)riyowYFI7Xy+Q3N8WWKwVw z1gY(;0~j>_nvA;LPU)j#Lu+)VLPbGpR4sIVN5mmR_yTRN&nXN$y1BWgFm5>*Q(A^p z(bA?pPc>8{6mwtVyZ7nn!Nc4UWPNo>r_VMSHDvoQ45`txL@{W+{4#dGpu>~9*;zQI z3gg#TwBK!tLWJEjAf061JcKh8g*WHJ^-ut^iN?CGNU#Gu5Wcy^gJV=x2kqFc9!E< za>nt+*lxkJ-w#N!L;jA`DWh~9yZIx|&+QPOZXe+#4oHDVN z87A%8;=^PR)+(Y3{6-98)@7s^t-Iw;yIZPo6P$k#q?@KV5%ZhUDMq5twT%F>piwl% zc$eo!NOADsWKoV0&H3b&f0VltU}WqGug>0Bx9jvQ!$e7Tj24Yjq__bV)hep-#)$Pn z7!6V6V1&*}wujycl54uxQ#)UlRvoI@T2(>oh8(l-zC3I)`Yr4LZ?b;mn2iOFDvc z1tr&M%R!VhNQV}=MRi{(L!8*otB$0IO%kUrbd>-Xg3?gLXYt;u&4H4 zxBht&y+dplx3{?>&X;0>BD&o+Xm+g)cTK+-A^YkjN=g$5-d*fD4Fj z?Nx6V8!}c*QSOQ%y@gl+V>v;KV1=jq_wUgky!Re;VM9Oq+rKL9{DSc^p(YKeMjJ(b z!B+1^8OGxs(_pV{lX3R-o|?Tgy=A>HNC$;PBqHrpkpqJe2uhTWQ9Xy!+nlm-Bb8s( z3krm!?ILQ7cP;p|Lb&B!+rpsG5?A^yQ16lpF8QPq0beZotgt6zCROj>@Af6n-*qWf zq^hu+qrXY<41xPaTWgQpoeg@Ys**r8+$Z$_rLpwrj0}GiMNe`^%kmu;hBpC6)ZBBv z)L!ECsfX|3Ay?@P6jP7j+-}DXTnr9WJj|&jhB(r_c{lUBU8fgFly8;OY-B4mScR}P ztw5G3?coH%2!2!vllP_TvlB@o{Xy`GjUdvTCEjq% z^|#}zq06nuRX!|CIjV9JD+5i_EMVO&@tKnsiX%dI1^I$RMMY7y{WPKAaKK2_ok_-D zc8CO{OdMh%tnh`*=L7@|YoH-Oe^A0z3XeGK^9UoDj zYMVGu+p83M;RX=X=(pGGiJwe{2r zt!HO-rjfp<#o+-(*A+-1e@B&!njzaBiwtXO5(w=IDT{YMM9b9|hm`G!75cLP6FZ6% z-{7j>y)(lfu8Ka>cxB+iP?3D^)WM>AF^<%4uV^`3&?4>KZlI8Om+NV<>~jmZ{pN}& zZfTW*0x>xS%pB}jJspIO?jIh|-QLsDBDGoMyVfP=_Kr5&4ZU&qO*%U4N{SDqO7}ZD zz24Bz;*Rdzxs%oNi>;%5*q2~JNjl3O>XV~mdi(xe8g^suL!EfU;JTd3v>gN8>=PnT zobz?e(F&v04i)EGMOtLBMIQqgw?+)D55de@janw51*g@R_4{Np(vdijO3Qj<|(D;m3%zGo(nRrx8_jpoUWQcFZU!$Hs%0<88`~(-g9n z3fsK}m0ZzhKBLLf_mfjHqs+}6&h%w(DJKW_Ov`W&OoZ|_L^cU)C)#K zgkXcLqKzic!?|rOiHAmZZsgR!C^dJi>w=eJ!1b;xFO-ud(5r2ttV>D3$dZt)*UeLD z8Qq}_YvwA?^NpV5)q?W2#xR;n1QFY8@H?m#)#hqf#+U?28pyX7y_Q>)Mk&B*?cXdV z*1A}<0e%mDZ%5A z^J_9<0iZ)tC`at~4tAx69M>zzm(G_~Swd5h0E#0DG(f~XS&fKUQVCYj$Y5iUm7rFb zi(!G?H;DM39ly^LmmC;fB0>B zc>S2J&tK+NyxX%^>AKM1BmMgMHT~Z|dr^u#fzpfj3-{9ai_^1-`bM-Uwgx`L@OIQv zSBnU;yIvJvs6NvK%s65Q4tK2dPo(py_>&gfVnFOhK% zkB%@GiM*OA=D;JSYi@}UjcspfJtVC-g$`S1D~Sj+LsK2S%^s#+l8ePbMl_}0H=7%x zaj)x@08@ts(LdsqzLV0se7DHD=6=7W-TJ!PCsnYe6NH>UL)^W==knEdgINv z^Syid#b@;L+2^V&qN(GdP#Er$=;s*0#XU?;g*V=Qm!7=)KHaQ$^z@To)7k6i*-@)AQv_ojYc?d(NpSsU`BHa1g;KG=-}u$JCLs~UekWN zg?lfx70MVL)d&=Ph7B(23g3}jgXkdBZ2H5^)mctoCPG??>hLp1;w|Q410mOq^kRI6 zit(TZ*}f)nnCaMn9t9bv(Q8h9DNuT-gpYg#gK*>kVvn+sIC9T+nYyrcE>> zI99ycsQ{UGLDhdZ28tsTMw67ze!0xdz_YUgjmF4@06oL2hjC{G7(&@(&zC(p4sv%V zFq&+2zIWvO?52v@DrdHWK94Wa}cL#=*pY{q#b$tiQsFQmBI1ITU($a zxIN^s)g=Z)Y`PIdiFO!tvbCHi-gchFmsTKVP8F-)afB&j(Vr^PF2=HUNUe$%5<~Y4 zA%v|5CwZx`&5U6oj77$opCx)6xEl9FOVksQXR?xvw1WNu^)4&t~y-#EjV$u|V+CXfTgWN81y{W8J7Xuewb?N}o zQ*Wae%FoPLP}fm%tS02cP};WTPA|=|NG@BIE2#IQ-4ki^XIaX*?GATiNEDa~#(nF_ zA$|SvVRiQCIMT;!Z}!@KQXwMrKcvqzL)x^s))6ao9^rJF>)Mbg=Lc6ty70XEbNXC; z+Ylc%@s<}fYv)LBVB(J*(cdjQx`NLnq{Z?e(9vq3Zn>l<-})wPuWo3!y`ug4ldPb= z_2?~f-4nX=+Ye~i-cWIc?sH7}j_b?1(%E{eKa!?*bng+}fBWmS-(1t~`ZaBCUgY)n zizE8_ll#;!9?RXJuWxWeuCGdjuOWS`Zh`Vyo$51VrxY_U?SXgO zJU+rS&3JBz#o7Ijni7CV?r3#*K+EMpcH*tqH?+CAsiI|5I3K*Npp!<@Rvtc=^=cx;mh)Ca^M^tpX8LIq=T)muV~zE^b=Npd#V*83l{xC z&Lw^C>)rQhv0UXK#m681lD1bDs+|UUC^uNvt}_*86v*z2!FI=Pq&{{5BiN^DIQdvZ(NM&X-T{SMM=adg6L~TmjIykyVHx%jm;#}t&Amsy% z$S-}FQ04D+bbNA`9=!cdHUiIIy`<}lsE*VT^ig#rHC~=uj#ydka&<`WzV|*oeEdd6 zDt+|9Pw9*ee|rYlJ~IQ}_6*tE<-s96e(N2&d;iTWn}74cPiQk-WZoDQL&V`lS3i$b zZpO)N(YQuRS59Z$7sq(!KiiG*NEz>UY(KHVE*1T&AV#toeFx6ZkaaVco4fVY`JQTV zY={q1^b(-^GV*UnyA)gurI2qyc$T1=?>lk_D>l|8kKcg|juZJzjXje2g`feM-#Lz( zR%uKzay@~PD%^33WTq?$@If6hOmhg_O(4~$lay=KP9}H8HNQGqESKb$1(}%&YVS8| zlISt6&@~scLW4E(%S@*t^W0*Q?_=M$k&>ATD*96cJJJZA3bdek`8`6|q)3ibw1ukF z(`{%yogh@BZGiK}XeGbQvAJerg`7)GBv8pw5e?D;&BwmLY@nTzd9EbC#Al&ZzK9VU zQ_jtRLj_P2A3Xt1oY(wD%XE{iFxKZxP?*&{p*I!BV$g<6Zk)?NuzqN+Wg*?y6c6RwJE<}pKY z2g!OJ)IgBkvHde`Nyc`%e^S^C)QIXrgXSX2wlgJ1*41-F7mYE8=M8tSGAbIm5b>Eh z6{asn0ZA7CbL`3VVmtjx??S+e8p-HVZIv{YT+JjMDUA>?K)gxDr)q^#J_pEs5K=Qr zAvnzNcPkEN6B5|C8V|D)7lnW^S=k?pP%^Ip1ca?2>U>?5Z(it0+EgM%D=Njl4pdq@ zdWE-DGtSj^L&dA4vh)~1@d9U@R(fW7hlcj)nx zuhEO&{(^=8iktE#D8!UEprgZ+`{d(DuYUXUEF?x>iYRumqpMe+(Y+^Mr+bf|(2I{R z^qNbv!vc9N(T-%0U!Fdvn}lk4^#y(P>))X-oShfS+L_?w{L6bfKDkGC?mwdC;W1rb zozu(DHzhDonOb;TWS>Q^5q_(rnQ_e@EqHZ)nqkkT`U};#O7^Q$AzJ!X zbKA09ONQ=YGNMyq##ezh>l@t%f;}Os$kpz%^3EC!mZHMPC&#&s>pu0O9um@zOo4Yu zKj=uSX{t(@WSUL2JdTf#D0C@BYDe1*gJ9XI5E!xK0rqc*1dFENelCdGYEcZ7xfFnwW}v!Z|2Si*9uLkhUa#f*^mBak#!brC}WD;`DXV=VcvW zXa+$RH1+2PPJ^$11`4Y*e9f0N*f%u z6vAGrQ|Vbq!BT4Ovi=UvL48*r&*&Pib*6L<=wH<{D;=phS41T`u(cp{+jG>s>`OuJ zbt#bAb>o(TAy-~_26Zr1ST&-#QH!STwKdJsFI1N z+vSfOJq^)Vr3qKNc6n5R19ASHz;k3{!fuz1{yfq!aAc~~X$Y)r2lW|DBY8^iqNzi{ zv*OuWP!vzym~%_iP>R6ROvShDKqbtPtE1^+)FyALK*p0}K{`+ESqMwH~!8X=4AIH353Xeb@wnhw`kk6ojcP>`F_FC0s1PUr?g z7ETqpS1&n^YxhxMaEQhsdzic*BMJlkggVKb?4mQYi&Mq1Rut^4q?n|9+xC1?7_Q;@ z>e7^UX>x|GjN^!Cik_96b8o$FW7OiSqBKVq)?z>}`$cx9Rf66LEk#iFrpjqo?I-&TZ03~MYN7BiJv7rL?_%bk~#-e!Ip!%;m*M9Klbo$wc zH10>0`f?YH_W1w46qMYj?mdx}#5|EM?{JdK2`+td|4n^PS&_LY9T)tO%HL@XsjkM; zkAGH*CPl00f_K!MWb-d4IzmDLZnt@a-FB_reT4s$$R3tzZbHk((?qsP+reD8b(iWP z44hhHdn9+Sia_gAYF(XhZLt(Z-E1~m#4sEEB5#}-a*^}WsnOM%0wXm~PI}O8myJX* z{Dq@OC&*4td1E7VZkLflRo;&yU0q$}agq}xJx5+*JWEbgCqBo_zy1uxe zPd@xP^?gUfFw#Cj{Vfb-XoU#jW}RHD=iM&Il|rDGr>E*zPpP7wYYzk{mn+V^8sU?`` zbB#!rG1vInY6w8SAA)Iz4tO1j126?%HKNWa0@mx&m|;8To&fErC1pZX6Y5+t3P_D; z=U9RrQ*Iv;LCYvttujK*tbZ}4#;-!O5M(ut8#$%i1tKOdWl0teGk}##76jtq2u@r@f)Vt*> zBg4TnA{X27dcK^q8%tC==Y$MJkqTb?@chw4Xkmndl#3p;pk)3h@WpUk1C(=CoOe)^ zp%lx>Of2Pq3glnr4D+RCe@F|cnaAApugR>A~3z7@O4~TGPDvtQ~+zM^K*9xPKl?f@jCI&-gK#&ba1#O99BDc~i@dioyomx8&2d5c%{^-&1#ZpoQGRdR?GB04YX;SUqh( zovy7Q3_s>G^xozi$10C70KIvw-VaU{a=`rzrQzyj@Uuj3kl7)_a$L8eZVe-=sPj$@ z2HL7Ait&Lqf2OavTF`Oir^lj$LT{J`BYeZj+%XkKh61)&L1Fov^4G8`_l#PDS~n<1 z@~?2J$|)f<=rFIinOyawsaoQ*LsJTo2p-O-rc1o{PKASu1owbVd1vjWoH!Y^u&dEd z0Avi(O|5*`B&6Pl&R+|bVoj8CZjwrrq66ObS%L7)S%_jFMOO34c~1wcRjJfZrIo87 z1WFa^j(ixhfem_Zb)dpQlL1a{QOtu}&~N0TQ1Z!GN~EPCwNm3F%bC6?`N=V^Ev{lN z3fNIFm}%xa$%$EVk5dPPZ1(bgKl%{JKf3DVPSn; zjN4%}m-{FRG>MFKYNVrvXrtC^io?j`vfS0EvpD2gFJWCJXa|{wXI463d1a$88U9p= zS>$?f(iYYg2N4mqOgI|*t`1RHe=5?PQYmCbK~Y2P;miIYifLYfM`Tvy8a|c$g!2QUsVL#uvoWjkL~Fp1wnUa^Nq|TAxAJ*b@}tN=wGt$6T%yHto+93yB9>(C z0rU>lm?q~NtAA9+y5e{VEWnFH+9a?dT?8G9gpOx~hI(?e1}vOqT?a(75Yr!Zw+Lg( z{fZdObfzYxpj0l&4Z4Y)W{py|F{zpp5^QTErgW6;&A|Rkm`m3!!XA~m{LT(T)`TYqN;j{dBa0G?@IbYo2m@1&Ex*{>sd@1X zaykM+28AIC6gQHkJ1Fngn;4Ann6$9RED|o^b3`D<*yxUS5p2suuv(svY>#*&wFnp} zDk7Zh64Xje-k0R<%+;aG=d;0-y^|qVWgq$Tp7$?Q%V9_$gu&HJ@}(6}DNe-qBt|X> z7Pweiahf?+jDl;<0C+tzCz(LMT+rg+u%s#sLslX+3aYt^5fnN^)=ZfoB zq>ur^y+V=`haVADuxK-$i}5AxdpyiA!hS_HBRaWi5|ZD2N`;M@6nsIy8l-00Frpx`s$os|Mq9J zxw)eDl_wUroWG`5pZq)HV^_z5j z?{S{&%TInu7tfy37za8$I;2Nm`yL$}on*)~v9YtezM_{O|D3j)%Umec(~deWu5xhq zF+Ke1x9RZsPRZ#T16{uOBuCc+w;PmKx)X2x;h)g+U;Ztfy!BOj@Z^13_RG8vyWNgn zfATZBI(pI_hqoCJsmxGo9?~k>E`t_+NG`$If)Qf;Hqy{ zXsCLn4itFG9e0Y#z_%a1muw!JGhUAG!Gl2_FUHM)p~Q8bUi*TpCB1xiGlT zxrm_Z(_(~}!5N(t+cV^7fc?klf6&%t!~raZTF1z3?s$)3E+Wkw*sftt#=sx21Cos4 zwLqok8e9w7hatB)PPHla>kWn7T3gy-ccYmrX00UnCGCWBJ8qQ{7N~N7eNyBsIst?h z9Nbkrdp68Es-^|VggW>sx_7KTOmNFV4=|2Vibq3ISR`{Wij!3CPKYxk`6Vye2Mpw( z&UxD_67o|ATALZZ^%)7W7wU*rx;dE)uWUxtl?V!nT8g#lZsHg+lxAx`n61iZS?zq( z)HPq-Uo&3Kry-7{`g2aZAJv_uBBZsJZawCd(z<@~C@y%djyyzyu!$8RVl(ZG6!@`WVt3vIXth%Y5HMcX5We7gC0#Swh}e(r(>A1 z6G0KBQg(s;2Sx?VDG&~-?ur36oo}>ag9>$lCM;UP8I6Oe;!~9uou9!@T;s7;CD}PG zfK|AMwarRT7`W$X@4Zr#!)oTv7#=AEJ!;_^xhLu{QGtUBj8np^<_xS-wv_uPaB-Aa zqG8_ZAC%~w*TRfl)!L(m;o#ZGoV?CaT<{LwFOj+=`1@GsMtZ$EVGhxRfuZLmy(CcB z?8tasq>yi74);`hW{t1J1tCI7Xux`8l%jQ!qnuHr(j_O1FEu+AbVP?rUJbh?@p6KL zAr)Rp`Jp~_Y)F;ludj2JdhYsVebWK4fCYq{c$**+mUkdH_OzA{dXD;4MQAF|eW>#- ztK*cE72ZeB%AYD$^?BEZttbzss3}TGTN-+XZPtRiawrP@aF1ZQW0@i=&$ZFFD4cS( zlDahIW>f7|kva~Ajq0hDEu?>NICoOPVV|@-Q7k*)Vg3dqts{`C(1KFtbaSM&mSbd0 zfQfN#Vc-IN5{+qKrBQS3EXPixLZ+FMlsnS&Bo}G7XV{=~xq#f)|LDJ@pZ`C9LE8_1 zT0WoVwz@-af9(hK^5cJ??aif~SGw=Z6Z-o1{)AqC@iG18;}0lFzhxZg=>C0r^o<|T z7r*`y(dLHtE|BYw=>DT8boB5Eoj?1SUVQkI9H~$CSAzOSzo75@*}tHl{J;MvjVZSk ztdZr(J$mnZe?%Yr@NdZNcQj~H>$3?2Q)y%LIG$VPZ- zKO3{VZ_8bRnLP7x^t9Pr((2?9txuoP-XBnhEo&yPn2Y*7|M(y1@aPVG<3IYZ>HQ!4 z7ew8He)O;ZSNiy)pAc;~6ozoi{Sa9aX>)T;2X`OQxBmIRq>q36Z|L+lKh3FmrgB-W z6%s?2$B5A?{-`Wf7^WBs(7r1YSFJV$OkS-ar?ZVF$3+=KC!*;KWc979J6Jv$z?dZ9 z62NXj?i&A};6tQV4Jh1dsLmOmsB>XULVTn%)R*e)(bgM4cT;F@H9&cJZc`cr=@?C3 zq`Tyy0an1&3+Pi`6;l-BDC-EGozYTL#j1dNXKfQ@j$+i>a^`q-wNX_&%m8~UXJPHI zYoyz4d#<%Z#L(x8`nqzU>&SnXR4vTG_F^FBww*n#4v#4$9yN}%S{-D$ovO!=T!d9E zBsJ7bkjPqU*=2PFq~)Im#VS3I(Fx89Xr@AQaqu}6W0l$orXnHxtt4WUy%)J7^@3Dy z5`VI-cXZL}GHIYq>dZ*sOHyw^kHGz(JzmoXaxm19q6WlJGgIAF>WuK5Slt^my@Z!| zJ?^Yc@a2}2JuK{7y>fa6$^+|NAK}iC=ps-kyxc8Da5r^2B8*24i`fYh!ZSLrt-EIW zJf;B%vRb-uk)VUXVTC+Se#i*m^}ZAaOwZ22}IJMh#wB6X?b=>EW6RK^@wF5l@>^*}j%=d9pa z@)`y|&|YA6lB=vR?wFOl?5Xrp0D;td<=GI;dBzFqr`{sZg__ERO~KiL4IXK2gT;kV z;gkbMp_oyRi)Ahzl!+lJof+yPo>)1ovI$-w`=Tg2^R5ywZ((+IB%o8HT4tyAB^1_D z<3!v^Jb%3?c|WTssS)UcIV{9Wg^>y~&gHU4zGz;Bo)8d0ZeFKM+G&JB6(lgKjj@>W zV7t$XeH=9BBv)!?k!@{YNQH|r4D6lCdmF&H0C4}vofU}tw~K?t^Q8;oJ#!X8*Gmx0 z+vSi>Rk-mu&e~yEP^47;R68aDcLGRX*0WP{XA;P*tq@ciG(`KFGH$c(+u)w@%XsKfwEgjBrBTvXAU($+&e zC=b^#s=yJ$wa`pz-6N_>d9!8T&$KWIh{_(h7m-> zFj@)#8?4NR;;8b0=jtr-lWEAAz|%Ep>QZft%ll)Lykp}|qKG+Z?Fi~pl)D6m`Q&|B zyNF_pen)na0nCozK4CyzluU~%h%q89F2$|rft0aG9jPlIsM6$g@73sVUL6cV2f~Bo zfntt?riInKW^IlIQR(w6^kRFMgU|5${O6F2_ycxAflk z{)~S0xBrIXxX#oNx&=LW`z!SP>96SQ#Z&UZXZZNeEogssO3Rbi^v?U=q0fHt_q^Uf zT^Q-fKlx+&>0kZ@-MspYqc8)v!t%80JzXVu==ws_gM{a=&tB4tPd_FfcQhshQjD}Z zO2ygk(#6wX(fa%)r+For73uuh=hSyAdgJTgr57Llgoc>X2X>j?9^ZQ_SIz$Pmw!h- zK?1Y!o>&QXE5DxHbb40weXlgW`5KFY=BJV#gT zIL(Px>A!Z*%wZv^Ar4S*#E7c$sg4zLRqjA`M!fP(WR^rxkFr;VFKN^e_JNeA%!m3) z{TDzYu*?u%q-Y>CB$(Hg0+~>Erh(+gnIKM*tsS4O$PH^{*(nmhCL_E=7-Fq6S%hCt zINyn4NQDyl=6f7?-j@DkFz*Qar2|oY2#y4W>6BwxYK5UMMfd7JFBAfi$f!iEqwGIK zM1#_rw0;&k)$38|k-FESvIODFQQN|i>oeb^lo|`qi<%lJGEQnMSy})bs6MZ90yi}3 z!~qUp&6S3NrywQ7sB!p3xT|buAmR@Rt18$hfw<_^uu5|dUi5Im%Nb7DFci~^7RcI0 zE9#RCGjSjwL5Q&~ZX<-dOW`~Du%uR03kS$VfEr2a42kxjS-3gegW8TUTTRk$)p-HK zX1jprnY(&)Jy-F!O8zMwuS)ZESd&LDOO-~0&HxR-I@@pKUyPvM4;c}cQ~vsn!hTd& zPRs$TR1kc@g?`ai5xxL0eZ4*A2qAT3#ZsRmimNCnzbq(eaE`(pB@ict!Ob|3R>etw z-m&da&arnm3!zmpeSGzIqB_lkz?m3Ga{QwP5)*c?FVe4Bb2-n|qNhdI7o>d{X_wH4 z!=8ih<+1%fh>>g_GcP2ptd&IGB1J5Q8W53Lh%v^|O+|#gGQy4}i zdWl;3Mv>N^y%{)Be9O*Nd;lY2zBPWx6ngobwJb5^T)fX6b4*c2B)`6VRJ^PYoMj*I+^;I)-vI%eR-2|N<1!YI77g-nd3Bddbj;paqP@bkx++&?>CGjeTTMY-j+ zfljKFMpX(>`4KOxj;VZ+_divWy}UGLGwh3Oi>3rvmxfw#*0d)_dJdId=R7U?(t;%^ z@q_nlaF=zD%Gk^_RVKm$L;I38P^HMw`Q)%jEyl#DG^AFLyS*~AF`DPUcTOjbhAZy* z`f;6>)qG(}40l+2h;YjYUSFokM%mbYwJc`53I%o$yHOO!gX%)cUy z`wguxUl%SR@Yd{94RrnD6B@tqJvvw((A8$3J_b5EKF)2$*5v5!gSRq$q|Xk%7-7k& zG$i9>vB+(Z^5ar^!TO5Mp8bZEN%qjQV|$$_>Sx8`0is`Ef47B&FRE=PW_y(&R^5X{m0ZVRupzO#kljS-}6iQM z$Li_k@>O=~{rkSkF?aLtm6_$#qcJdQZ-(q;ExAsD@96%UUnS>z`t;}jj@<4#BlCRh z=<{Fv4IP}^qqo2P&uAPrboKg~Dqr|S{4HdoWu#{x{fPeXKlzumdGU;{PG1;|SNb0Z zM|=FWTcAbeA)Y&9m?0}VA)=Y;?-8VilB3EgNl_dv zk?L4-O(U9GNOcsEpv5b$!Nr=wg67{VC|dWbRq#>gvvU?@8Y0Z*%7FuN>KUr$&;N>} zsi3f|U9eOmFJB14y!CFQ)2dnOjDdoGSMFe)E}S@;L!O7zXeV*Xq98H^?p&i>kZi0_ zTH{qxr?VUrAS2X5Hv`dCve@QK)7`C~AzO~fMY4jCI8xS?9PXZ% z5$yYDGoWK{_8~Kj3ez&cFn3&hZ@=GjV2o?-xVo^P;sZga7aI}vVlqF3(N3J<3G9>` zxov2Q%*S2Gx$a*0Rx0Yc-_tH!o4f@5LT_$`u(10iA2+9j(TUh54pNkHBWw0(o}ZeN zbMfH_(R;N9ZO=7G8{y2L{imdOi>#8%5(q#AOJ~3K~xl&Sm{^DO`O&u>baoq zn1hmnB(i(aj~b;QRVKW5+AhEeq=yBo(Nq~^6j-t=)`tVBRenSz)NA23Q65dFj#~W2 z3cUy%!^5?z2|91+Zl{o5f%!y^l1_|L`7ZopMivaOj&euGckj@9-~KjTueShYK$^d_ zy}qW?=U>n|6{}$gNWelU71XaTzM!-SjKe%|LMX`Ckr*Qoq>YMxMe!;o=St_$5I2HQ zxvu9RE^lCRus2q>z+j7+ut-|DiL)ct>W>pxdvjK`41{;hn3c~)jj}?YcSo8ZCBIK~ zM!PkU>PsX06s0x+pbc2d#2J~xrJ8TlaRlP-^#0TgBRDIH8KV^}tUiTxEdVKCXN^S= zKuN&4GwmDm7kUIHHYO&u&2UROYwtk7G&$M2HXWcbDq;Ne&0IP7y3lfBh6Q3KFhmub zM#lmj^)`m43p5N`c~LOK0|iS|C>tnWaE=-speX@L+D`H+FAfh&b>)R z4*P}578v&O9@bi@>#z{;>gg&x=kVDlO!yMiI3c}P5ZT}eZ+X+(XM~4QF#<=P`{^gY zr2hC0`OPT>*VDrAWRq@uBXc)fGLXUqRPX;1i%eP#Z^2pY++nHeYTX>vqtuP;kM+7?pDvLSE* zyMvPlbo}5Eees*0=6v1~Y4uzTG0@HRCB69d59#Q^TXb{&n!+%A$?Q3DnTf*FZ~njk ziypoEUAjDdVG*uq_mL2eJ{f6l_|_C`)H+cx zc5j>CO#(s6g2^@2GsJ-w?R#@eSEE{UUZd`#LmegxueDb;HiPICzw6cLEv)BAnuFX?3`*zDSCVL#M9u07R*44-g3s+ze-kpf_HuV^Z&R(U5AgT*mk@@OAiEEZ}Q!NuB{YT6^b+HJq8+ePg+g~D3A7qG$c`bHI&`VXBwK5lt%d+994|~s;2|# zOQ96wmY^K#ED=yKxxjCx=&5r$&iuqo4BTKl6l z0@H|Oj)itJtHTt20vnSGK&9&c!#+j&cO@r8E7O+Z38O0p_oU7vAR{7SuCg&O*LSIr zt}@45oDPUkoC;nHFYqR+QXzzfXJaYu6=9j8(2x&!bLC=oy6aKjUoh0fU{l2Hm4fm^ zG*lcsR}^L$PolhNgkamih--1;ur^~D85FFnGGr=-3Hh2@^bsPOtx%9>O$wAK{fiVc zxRDh13%rjh=f+jcv@VE;7hh&Bd){g5B&Qzz*8Fqa1}LRRU@odSBC4nbYe&9eL>?l* ziqZf>01FAZY9EY#;vkG})N!od0;yn+KvN#h(msQG1Mek<#;Hlf0>_g;Mp;OJStLqo zWGzPfvXL3oLNf@Rv1hBK`71G*(hL5;H2dQvlmr(_tw%1oB?-J&FyU}c8 zR{LKGD^Gs8;9OLf#|{ermPne1vz^Xa7<@%CI({j}n#Rw{=*X=sac&L0p;A~1JT2Lg zD;j_+Xv+Kv$@>qwwoD(sII5B(X_@xUJ5w)X&2b&%;-w;aUXUNGY+OBiN}vAZueF~q zRcb)YRimY_m?&V|o12`2oZ*Np?Il{9s`(EopZ%kMpyle2P9D5X2X`Lk+}73639T<* z(bbFRT*S0zQWC|{dRL%=km=V8s=!Jti5X^ElZ^4ZO|H3@@R?MI@bKuEE^|-#Rzj9% z9UUFhi&vMo+F!yolhN4qi`+qVcXi1|ZQ)y~lR|Q~bg97VzR1z#;W4c*&uasrc?#B9 zS+6%4lB)NhiL9x%=;=s712}P40>{|TBRCau!HS9 zXB9vA*+;vx5*=^XY5G_FcaQf}`K+r9KhH%AL!$^o0?wSDvU(x^u=x}nV1y!paxHum z-O(b+U%n&tgPcaVIC-f;l+^njVP3KrhiCl_5R#13cBTTGy?jVAKaBqq; zHK+C|BDV0qIa+KeqKXWQHsmCdt9q5oj>zD|0CMWsn4BjdGQH|9JaXmjXmn0j?}!F5 zSU(4aqtd%b&IEMWRzyieG-HOxV&vp@kP)53pdSOLw`J9PE_$ij6&%G8QJGs#a%!h1 z*kjGP20k>=3-CdxOPIE&_KVcP61v51YOQ)ObNMt~i03#Pi1?D1L#7F|X$zVDTAd$8 z##=OoYfeE;MGKCVKL<{q^o_=I+f>}l&u;RLeb3b&%M0+81Isnv6sK*Cx{P#icu0Tv zhu@|1^HaL~@!ywrvz65Wb|>WMx06y`8tJ}yIdGae*mp_m$$`9_*IzmejiIktGMZNlsa8?^a{zIg&gAEB3w>#q4qw@|$P**XO&nq-gRHv+!TggE8^*2eS+F*Z(n~ee(}O{vA~USJ zLMS?REQFBHEVU5RVWjAk=}(6KsG|1uIw~6CTsSeT6YmZ~ttmt`aT`K5sSVm&^H$f< z>gYIEYfgUJ?e$Imza~k6hp{dSiArHq`t^)V@Z7Ie9Bkg3v%q&=Q7M^*I%&^|(70v| zO#64={06=J_{Z#84s>(&GUpPf)U7eKa$|&m-D$}M=1jfPb4k%ywZA{IdeY@O0V&xn z)wMYN{3D8A{3bh}kM2C6NAG`+Hm5IADtXB2(rb^N8^OA2}zJ5k;eC1no_4?&RR*MumeE1f{&p#~YG4lQV5sl%Q zObn6=$H)wg>T>^?P~7mviDdOwCI>0|&U75-W%2zGd145>>aIW$;0hYR z^Aq4haxUrEJdh*f^Rs)YI#iuj=*SFMt3QJrR0`i!*ABjKpOt3|MMh_18?P~Ht<=|v zT(ewK`%FDAxeX&avejWbbtc^YYAhCKbnK*xKWwg|dsKEAb?H1+&5CNY25lWD0R%2S zT;;_>FapRz>BU(fMejj&diLs2BniZ@ajuFr>IDv4>{y%;uJ_z>EZiepN1<*OTrB0-Ev(`&1B0-uZ`6h#*&4ovh+ zvAp4?zX1e0@%(`2&1VgTsb!`vqYDeXxp%NXGW90%t9#|Bs>vb+W@Gh9tL4-4J@q(# zwMll!lRK>YW4z4twX!>j3_4zi(`UqrP08Sz7RrB6ho?A-oth}X17$AuTV?11daia{ z7%bkR`;a2y1l=;{b!1A?dAa6ogKMEI*Zt)(_Rjfc=vEW0PrwoCWA!~&q?n?7Y>y;x(_Kt)=7M@zBBSdE$g?@I^1 zjsq+a+R{o(Wwgus@-S1JBRo))WigT{7cJp_^LR+D*U1rVHY(%No{4oTa$E^L%Dp40 z!`rhEmo{m_dt!z^p1TL=<+(MPUHAj>j%t{LUUP#qXzj|GR6P+I8@mGIqSk&8bSr$?Z$-4>`R zD?8}~1|Cx)v=Po6cBLXrVKfmt3aEE0LSZA@1JCqE;$aqus}^SwjA5@7(T)V(L~$%gJqcbE@j=+d!JPN4p z$=#Gx0W3rkqBKXEDm3z_GJUUyrw$5W=q88|%VFz9x(;MkZ3XFKgU^fU-$cgsBqAwX zJ4k&F5WcoY90fL6tzyAxAu8T4U#oS|79^cJ2`Lmb$Ab2dNVEJ`qIV3Nw;Ch_p96b$ zj+vvRNHtA1oBYR-0I>jjF3OZDs#s#GYFFMr;X?Vg>{6lu9Q z&dO4OkVo!yT_)5oSM=!q1A6+4D>VpiE}qfy@PG~uPH4Ni;bK2yh7hLr6TE)0JSd$2 zLeTCm;^|j;#?#G?t8PV$!#mu&oeh~Z{ekG}>@__~^Y0GH@6&jDy196rQ4@V?ZME6w zv+PsxKUxvFftH6ybaZe;XMBz(5jhRdSyM?Tg zYEB=U|2oC-r2Y8TAN}X_(ck|iaY9GICIWM{Afq_V*s12FOA0baDM~DB5m^DXEL!5m zm$DG14Cy-^WyX%n%~?UXj*Fiu(hbxNh5k+yeU_-K&6fJVrS3teYYA0A1m(7=2Cj05 zNQ+)EFhtnp7R-qsuwzoj@UkxuL9dEhE zW2dS)N0IM^&xUzwr#!4fqtbq4he+4a zsI8VA@H9RLE`~TrUOApE*Xt4E!E&l4J;dhHvEJ@j4rK(L3$)vB^Cl-m(A41~fiNkU zi>`TCsZ?QSuCOI`&<{gFMxp~p5R%6p}Sxi40?qWpp?6;2}X4kP_i{7`o879J66 zxglW$AA_bP;!BKvk6jzU3XC(PL@_phGyR*?F<3fT-KL|I%Kg1M;>Cy;63b4|3%wIkq6#%T>H5Res-BvFC@+VJ)q2C!M-@f@#YZ(eX&B zQMT82i8Ibwh?PuHMT{ck(JKonmIiq3k)e+biF;3YqgZH!)I?@84o(r>qzLjjyQJ&J zidw26t~#mx?%LvBiS))Rk^P?z>Ow}QROP0#I(xp{SAiH0Tc2lxcUOt!HOuO$2f>b) zW$c^aBbz%WhE;pSvMKoF)+dTVqN-k2c$;r=u#AgYVsRux@a(DnK0PV|I+g{wx{~4+ zBM2$Nu~Hjfs;$v8z1>6He(?)9fAld{7X$UA=TIEx*>z!| zwPIfXyuzzL_nUaCgWw z_~3_sO5?Z0rp*>RxOMkgJow;;C_KP55!I8G*g3p|+s}UiHLO@0sT??E>EX{&#Txjze9JzFHyAg@&P<;F)J%#B(pc zj>Dr{c=w$*@&1p0ME2BaP2+6x{7SyP%odo>Zl<#~TkI0?;&f+^0-z_Ken{(Mh*1CR ztu0aiMr>ufSXk`t;`TEyVejZ3=CcXj`|fbW?HnCp zzJGw}YzOPBOPoBqPuvk%|5vZvjrEOK6aQs`)MJ?a-FtWO`7eJJv;A9`6r#=ZC%8B} zW+YhT)*y#KQigix^J;+Rie{9MBFHBPEo?7iRF^WcvrX-*DOut3JCIWR5D0ar(Qe>2njpd|I zCe8lIdo$7I-O+yXdqz-!euSmihd#c*^W8B)c+zz$a_timjZ>+`hS183dyk;VvW$@xej)Zssh}|=gftp~Ed40q zr^_O>)kj7Xl>$WCP{Bs+gZjSa1N)d(UPO*6F%XSIly-O1Nd@UB=X5dw8sQM;zcL0Z z1|b*;Dv5zJ3y~ddQ9fCB+c|p>Aw>f{(9CPO!NkyO>6r(V1aO4V(a{=W6yP(Wti+PA zvPaGu5~C@j26Q~06HbSqR*}#CYi&+1xB?^9>Nu)0%WKeixMskTFyM^XCxaMjUm1^H zu`twF0}6i5Ci7-@aJ@$wlnq6JUdm{!H0Zq8B(Z}Wf*3Rc(Y6bT1G4X_l*&P*Ofrq( z2o;8s%IKECs_cn55afBK(je6$3%csR#2Kj&kb2N4G0}Ajx1%iPcB`2>WUFGs!31-V zN{q-$Wj4<)P}H?+GL}&Te1$b-8*x;j>#W>(lLJ?vCcN-jTNeg}yuk&ZVpMD3+A^pP zvYFWez)nmNuYZ*Bn$F>BA+tOtOAS2qde>@%BD2Z)zS+4<4oa3?&^unkvGZ*>2v$m^ zqQHorPT0{=5x`LlEcd1PDnfM0maICFf5s2y$vhJ~HvzIYX26?XD!$WpJu=-78NJ{} zBzi|&pG}^$O#JW?c*8-={-69zuGLDBDM~;iiO%fg+s1xYS`-_N5I6OGQo!7pGcfR?1xIBBzVMrYvNHOa$9+MZ8&!nu~CvW{F zzWN*g4o;3g!^01LNc(c{r7vRt@HzbCTfc|2UC~;X3VLx8PVc{m?wJ?xg|B`ck3M+^ zo69v0UU&@$M|bh#Z~k*^)+^pSf)r3~J8aICE~_qGO=A_(LLwu~*G}~Rr&mpuWL%wm zhV#Rx@GF1s-^V8(yo)EFeSo{qy@I1>U&9CA`wOg2&nOX6w|+wMu(OOqlfT01>-7@$i#(EdUzb z6|HjYu)lYN&;9&Mxb@QK@&5Pz6lWj(NLjC6xU++2f92T`)=74#8n8YGeDD1e{Qh4( z#G}g%32ossxO49weam)ph2`ZX`rgSgJ9%PzuP4FV(y+x}5zoKyBEJ6X{~C67_pw@? z;o)Z=;q1v{oy3w{0&b!SH$k|KGMy0JRq@Lk!s4 z-^Vl0K7;+EyGX-^fv0h)%*}OP^QmuR_M=>Rej~dmZ{_)0$NBBFkOu)OD@N zih+x4b^ps=-F@a++4+0MYVpd8BgC zW*FnHa?VP%y~Dtxw@pqg!8)>Tjz1_)JM0}CV!qfXa^Z`M6P%qqZiq2er)y%+3f<#9 z%UpycUpSe~DYmpAZHhi2#NEAanwvn~FN*C|lW|btYIa6+I0?(a+zFf?#~2{77K zkRQPWFEK%25v0t^C2a&7sp{$v0f;$2> z3MbV{wuE+(N5)mSZB!=ps!Wm!Vs==EY){;vOR~cCol+r)A#}w$~h#0 zOUWb?AzX5^$gk^-2Jw@v-zuupSk{fR!>KyI9gWrDpr3WEB*uaUhTfnXOxdLXm_NXD znvKZJnt0LO950Zl`+woqm~{|zl6<7>(QG=WU_}UYv|I zyzPhCQS6CbHMeEn<&G>%b~)h-7PhOazeDQbR#O|j*f%o7503ZNKL_t(5npm)nGt5K4&f!z&=6hJLF0ej( zf+6>mxELs?DZA8DLW0i0d=J}#@Jbu5I83Nz0lD%rlpthrbQjafj5rI{n*qxwpAiZ| zlY*?T-uvy>@WD4;s!ny$t3B|gzc|HffBq4TZA^U)!iSIu?r5l?Yt9SrQDp#me73?r z`_ub)`;#+z+jKD}Bm=b$mJy6sD@yPbC$p#P*DDZN*eLK9{d%o^jRV13ckbY|*WaM^ zJ~@7b4?cV!oAs8?U%Br(-8gVhvS&A!>)#B?4TQd!;pNvpk2_D@p%$38fAk|9A3v%{ zNn{u>9~G$yBZTvAf@fvds#%QK+1LiMC?MUmcK36u~e4`ji@YB`Ll{TYwUv+h67V-j+Nra9Km<6TA=Czg;@W~eT zhfA;O_5{yP04?N}ALFA?A zke&TKtowmlfvdk;iw$YJA#_<;n=os?6z=he)M8i)E(hhOHzrU4d3)F-Dt`W5>%NjovqE zVgqh}t-o*EGo&b*IU$x^D=Eb>xvpz@ttePXwUwOTE52yrDs^&23a9E!(zDxZ=Yz#y z&+U^2`d3C*wuz0F{nX+t7p3T0aRJ+r`uVuY)k>TDF1n$}UeUSJ#V)!y!NvJ0E=!V} zV~wO~8zK7k1oBo~l|YKXFYNaSvN?&LAk*=74lrpe$L_we88{+~l0FC2V6QrDs4U1x z-1}~QbYf6q=ydU`pIU=D?LCb(kj-vJD2q*PH(<0t)JW4+2Q&%5*UU!z7qdXGbM1-X zzU0h7xE~A=T)$0|mJq_X5Uz(Myl54^s~zLCNe01UAz(tBM(^7%w?3-5r@;wwJ6@%dpq@Q)06g47y z5O`l*A}M;gtCjQYbTu8`66BYWS{w|S6I`8>G6s^yW&xOs48&jt&>uVviY1U@<5B{Y zgF|$S9n2>Yrw{L=U#`%;WL|E)&m?P=1*zbwt2w&FiK})}#<;7*m3^{|0IjRmiue|R0xXIN*p49&0h77tmCP6=0ZAZ{PIr~!@Vr=}Y^ct(qRMNj{>|eMw zr=VXGW|9~zfA+xnlTWVoV;j@9naa$lr{YYX9^Y^G%WWX7MdX4fO-5)fWZ-rjwl>tu zzC3?I|Fze2`Z!p!69go<#QDQZcipIbJC>rW32;I;>4)pNuW~Jhy}d(85N7`VAsXhx z?yr&))<37{QVo)}Cl3+wL%t46M(EHbsC5!cwb@)5dwr0kfIVlK!g2BF6J65)A^Yk` zZ_AmK8kX!BX@-)tKR?FB$z!*m%`YZJZP#0DH(Q5H ztU-Bpi81MU7Gxhp2WnkIDfLv5ly{vzImUOs{bvMEEdd!ND?(Iud9m*y2z$3x&eXTO z7WCH}+pc@O`_@}{zpJB_w`31FNV>)VCT2#X&1V0r?-iV)%oOY|3t6WWJRJX08gnHD znLGhS#;Mmgp6gwLj`bR+n~n1fN6#uF@mL0Ouyf`i&HnSycEu71m+JG{E=-A7?rql7 zm06RyilPSR{-#E+Tzl)cnt-n-CNXk~0z5{Of_;GOpKm;ALW*E)Und+m6TF_05EO5B zH5*dU5!1<(g5Cn@mTPuhZOJKeR;qbYa4Es&!0oH$J*DDKvQ{elWqd3LK(+g`%Fn>< zd@)S0*=%Yn6^%8mp64(mZJQeg)<5*QLFJ_uMk*m{WC+TZN26BML47ZcXB!Lx?c2W0 zmqtwtxd|_|h*py@pL_lF>a%e2Kw8_x{}B>C?aTLjtG)SkMtn&Wso$$yN2~?hsAWZf z#y|tmB6{F*6YIzb`X)sp1e8Y|xyM%PQ~ zTCn~u&t9k%;;dk57*&^;^wU}d+D!=NBO#9D$0; zfV*Y+Pl(N$i;W$xDyf`w8Lic*i@gbOy`VITIr~IjD>j@7pO*Sq&88AT|Y zr|WNlh5y3x}yQZJQ>gS}mxKYqxSqncikLuhKudX{A}g7ZevyqF-Z+u6b5@DNWw z{S00I{zo6$yk1oh8lrM=c>SeLlCD3W+gRayZa@Bmz|Mz`q$k@mh&1~=$kDNf4|H6%ja~g>nMR!epZ}TaUT7C_;1xc5~IobuIRq? zDE1ae@M;@yx#`*2zG-DpLf8!-_(-{jt^IBsa+Wg~& zFA?%7axl6Z&}#`;Z4)M&o~m{fC#<&~*&e5B zI^RUBwS$|IlwkO<1Qe7`E%#EUAZ&ZA*8R0-zIjcz^qW$3oOL4-I1b*F2v8H@rauM! zWl8d^{||Q9qaK^lT8iJ8s-+kh_FNN;iRIHQweoYS4ieOha|K%vMjVVC+=YR7LDz-x3`BZ8^SEsR>oP=23ihoVJsa_2ld@okMb_4D68$7!mU08LZMPQaB z@w%$|yp#DH^Sy%t^C3U2OgSn2<^oTqsyH)WX4n2e`hp4MAid($wy?%}b*c7>0>&sl zT}3JsKc|=Eg7{F3fU!hB%f7#5XWt}2oP&5tjz3EiX4cM8DzEE)i}lHp&|)%vR`#gV z^Or{K`?ho@_l^rnPlfoCiO}zZ@1$}35fV>Pt285Q^_+5nRgVsTwm~nkzgN~U1nFIG zJbD-JNI(rOQUyl0G=79zJG)M+X9T7`pH8WjtF)19&mUKv>Cb#fR3xBDH-so3aasVH zC|6r9`qbSc+&$~F_}J55Q^B^rNMe48e^r~cCBCB?`_w5xvV?81#QY+E6-w$1z4OpyFmT_pWS+BDE-R^;kvIfZ!UpB)>dZnG+UpLu z2u)UF)H>Q;I3(E4E;0%nVCrWBu2o;Wd!g=zw@lfs`wa%dt}Af%z*7$-r({g6!ChAV z^w-PIQ0OdPfxK&ifCGpMk~L-M+XwWT;=yzR20ehBM-Z`_{km zS`=v6(Vg44_reSKgJU$O~lz!E{*2aob!}N(q|8-CtKQkxWyrFx8{MVn20QR!{*~eX6pq!NJ1~e;)_^?Rv{)#!u!AD_B>{g=+6+x~5l0=C%2} z*INTSclNn}>A`J$`%mA(`#*kMZNs&twv$BT^>%j2`COJB;M7y#s-rO}qi%W}|AM`{ z`4!spGJ2l&{^1;yabna3YntQ@N>(Ze5&zzs?o?9UBw>>d`>Vcr-;>J?KKb!ugr7Xd z^S6(1Z+8xCR@mKJklrW>{sI%;3l1 z72f>rcQMTyOwhBl6sam#*_C;ED^)QHqHBT&mn(eqQN)F0?f zKK-Myg7Tk?!!u3+D_Y346d|EsWrtka6%j`AI{F?oZ9?vSstVd?Q2)-|H{7*CutcX+ z0A)_JGj=0;W#`$(7FvK+zemPAyL0b@=br(^mupwBokRD?`i>oL_h9w>v{xPBqHI5c z`D&g(HoNs{7R-;M8{fNbk_7(1a=pc6soL`MDvFb!_nj6bE4Poc4Ng3a6wSUnG(L(Y zF1(NCEm2fQOME+%M?at39D;gRWg5xtJ9p7{0sZ9_F8eJHIt|2QAOW)U9+N*?CeLI! z5B$8`!q>aeoXS|vHoNee6kSeJU$hc$_bL8g&xFg~R*&UL&b$7Y+AwUrR3`aM^l89) zwW2m+zrTr57QKwTZ2aG`AMW(_sG~)$IB??Cqnp$-<2~)UjV-!FrrR(|8VEtE?7heY z7zHBaeNlpIw)a9#=v$97yljZ?)J}mA#T4LzR`>hN3FP@~2YW}i(5;rZygDI!Bj2Sl zO)Pn&DWPKnL;j(BZKGrA3C#T~gAouWUvv-LN)njEz|Il3hKm2vtbx4>a%C8d?O&3C z4T92d=uJ+OyT`!N2p7v(5+x`)q;UmZ>ZN-E}kLni?ZiH9h2v!nu9 z%C1*cv*UUXqXuTDOjHEMeu~Q|N#JbE-a;b5%HOe-+s@(!LAJ`bI1sqLJBHriZBm|v zn_k)qY+okx6{JHwGJIV7xSgX2Q(1Zvt;tVxxB!|!_V-}_x}c;ee$U)ie6A3+*>NB1$_vKYTd!9`yR~MiVTsK=^O!W zTxYF%NhXoG!R`LNau_>9dZ_B3g-ocM?;sZz-!gan{0zAt1!tnng8ivyLW|?F#y2?8 zp(Yq2_b<{Iw;}82<*7woq8WWBhP|P+v%}ULKYMPQn9(-HmVZvOo9*q-ffyop`Q|I~ zNasNeck5z`Q`h<6f6QregM(nZBEgF{1{^*FfBu7>2XzUX`xE5HXrcTn-eABSri$Ow zIvO{hZ?}#rAFVOd!`IwKz=xkc!vFK#Pw@7;kL$O`@!RaoO(z|0AJulD(PRm+T}pmAq?4e4LECL4M`&ZEUo{8MiU0!|2e#c3 z(@Z7on@%S9wdH^V_m0!cEx!Bq6P*9x7|-rq;a6U{hg;Kx)6)T|Pt-3QhAlRmEf%}L z(e1kgsSbTfy38=^i{rV$l$g0AZXLaZ+jp0E^RK>%oj9P2wO?}*BRiLYCy_)fQ^4_d zjqiT?1RorqQWg7+hf91eRR=zVfw%(S{p*hV8T5kBXWI^F_y6GgT>J+6ZeNX?=1q&*#{?M0oN0SPAw+CP4SK+-890#>V3+xG-ys0fZAs-KABFy8tJmoK2?=t zPK;^J3nGtMIkd|EI(Gkr)VJ9KSNQVWNK!5FF;Zep-DR-=w!8kQSc_C{?zd5Da^2Fe zzFJX#axPo}>or1|Fq4>5Wf-jIJ0<0S3QX9I;7273QLoJrQv1lQtU@@K2!YgLKJ_7Q zri%Q)GGW2$%`esWoP3adP>fEnwG0xF7evye8_8+C+a$bG+FmGreAG5yg>yGyO1LI3 z-gA-jqo^e*cm?y`LN>H@VuXTCOR~|raQ0b}>M5D+ZIXzN&p{Jw*;dYZzXEDtV=hQbqtQol?(LA&>;~{og9Qim2`;m@jrJT1}FN z1=*ZEQ>o@%K|QC3GshosR%yQ(RUQS{=Gke)xgv^L07vGzW1aIuGG- z@)|}*J=iZ;9&T{+5A3N!o_38-ulN6jtqmRH)}IDUnU)eNKAs&}@5l#;D3`=XTj`g;q}@lNb(_kAcw! zV58VOg;bwi>iFh7>MA8Q8D2FL4+p9AS%PZa@gL9f;ZNa&Xtg~$7 z1{zlT>B;FTXRF9eA#oFOMtN4g+(cGc&Vgpf9dyj)H`3@{bklUbozsaUGMmdxI?5XUFeCc!gXXO11BS@QGCN~D!6Zt_!SW*Q+ zVTfjijIYAHAYVR6_~SqM6MXdP{n~5Kq@BSz4YEg>5Ce%u5thK8vj1o!GBx&ke0^`{ zSeDEPJ1UbKp~%5av(aa8EnFT%r8`V$yF%) zk0S$N0}elT3qSW?{2DfATTBYE-QEJL`IO-G9LLn}DZTbFVqFjue82Z69kp83O529) z@?_@<@wZ>Y_QQ??6mtM;63_TNN>yyR9q`n0jYAFs4!(SkzB2`JnzIH#vPd!#H1Jdk zh3w{P-xI4yv0^H(+1f_r9A%fh@itu5s!j#*oFVlG?evt;oO7o&%_GR>&}PR#E{W@q zTN!}k7Lt2|gWG2PX8wNFB`n1rzUqBWT>ty^mk*8u`&`%JeG3vr_FXbUgGEQ|?2nv+ zksKsfcSgV4{0Vd9+oXo-LvhH}>*VC-7&#F_gD_Ox+Bg>O0OvN>?zIa>s0iV@8Q*84 z53>IbPW+`xYz7V7v-SDo1OPM|H zLsvO~$RC_e5W6{%-4?WwwND1!Q}J&zBLT|ybh&yV>dT}7TV^>d*U7<7qlv6>cN#;p4MAq#%IwoBqtgUs^!Ck)=Cxeb4gtyTwYEeg1XFVI)JtLfq1@UM@t#BuI z?XYW?E6D#Xq_#CD5iPb*+Y*}db<-=$dij007N_0tIiK7M(CJYAniTYBIU|+063G%) z5Vs|VCh?(umU~*!bwpmCT)x@uR~YFgzg?7Imnl#@>7@{M?(7~E$RAy-OtC5QJjo2h zG)R?O9EAdzmNe0jV5H8^EMvfiSP5SQ`cD-{E};=BK(kV#O;86WHJP8F5S&`I7qF0!@CzrXMUg&5~fSN}pHx*MthW`LR_a<=96H z{-qKvz1D04+(dgjpwcs~;+7nF7C)A2bAZ~gpoY}@rPq2}#0lj<*R!t2YzYr=Kq5i1 zWSz(B;Ds7$gv7~Who^dP?DViR<1^z@k@tr}AEM=9s1I)$$RzVSSuP@H%hkbf)iDha zQ*MP`R04lbg!D`%4sWYGRynt%g7lCo6vsI>VSt{U>Y$<;dcIx=6*1B{D(uioONJ%r zMlPFvnaD-v$zB7r^NmT>kR(IQdm)BR+caE2tiD{USkXOt3l5W*Vh`H3>= zq9NsU`wB_+dxKN=q>vt!N@Yogl=;cMI*4^GhTPth8o_LVnab2C*(fS}wzHt*0(egC z<&($g*XyPtFB1(Wex0+I`I}xA))q3NGKNy-GY>SLX3&1hD7**RM(mB@sYX_28!u;2 z>op<^N;=nuAd!j6h<(j5JGszjJ^wGE!8b={kd&j>0A9 zj`6domGKdmy(0vio}6K|-mo7iBX`8vl97O{6Vrg@&8@WS)2;%~nDEu5X5v^Npz^BT0$IWVF(8HFNH z(c%OP4@XU4MojJ;;NEZSHkTgLnEKcHXZ)^teePwM0{1gtCDCtqIJCZIw3czReX%B0wf98mWAJ5;rid$P7V&*4i%5woP!|t z2z76Tz1!qXg8q@V3DCXHF1;!VuaM0N4*}QK(Erfe@QmQ>Hd{+iTIWISb%ZV^Ou~Tae2%~R-~<;J2_>%Yhcd-w zAacSO26US>zVW3aJoD5Pd($1HE@N0_eD9+rzW31@q1#2CEXa2#Rp|1+#{DqYK#O@2 zmvq8g)m2i$k_?cfYjQH-jtARWC;NG%3$zj(IOvmJ@2dMd7N#LfkAG*C{?O_x5e#oG zTF>*Q^W7p`LXcL*B9FnLN?>T}ksi`yks?urnxMeo3_->|WkoAM`q!PZ$TG9nLHkru@CgXIM&lL8t>m+D77hey z1qeb`r5Vo=vS0)WlKYat(K}wj?SIZz1qotg1|InqvX0djxoYizh1Z=M1K2U*L#kzf zRf!@3C+OVLYjVX6_!z;V0*|x1F>8yeSUtQoCt=HXYvgT$C%V%y0RnSpt2hiQ5AyMG z8ZsL@k6u)#wUFEp?6By~IAQr2C?PYOPe%(=h&ZR1&33A7an<3> z0DC}$zt3VZP2$SWVDc^KG(H0mz6xXxx}pnatZJiB(CbfH-#c>F{9o0m-vABQzwugM zEwAw5hwoy&ylfCqUe3Hz;R6qOZ$&_Wb$mwL)MRg>G-Fb?=3k~)X5!13B35O;HinFG zA#)psxJs7<{>_VJypw)e<-2efxM3kg=bJ~u4tDEz)xRsL6fB{yUQ5=S6d4HatL0i! z^j&;(Ss9UXK?dXjMP|5&~lLxgZEwY5}Z?iV_D5G)Ocy(Cm(7pmQlTaNA{; zM78W&R&%bRZgL=Yz*T`uCAzPiDT!(NhomQ6+g!y5$ZB`3aN!F)H=Qr}Vb%hu*>2C} z5XWc`)e&A_+8MtoaT#2pBe>*$Bf(wzD{wHw=0T^G*O^>&z{9! zL6c!_8lB&z8{@F{AAE1^C-fR(pB-O|e}g1g3*zIImtMtuzJvGP{R!5~i+ZOi!Bj$4 zE|>PE++UTX&&6&^W|?&=m=@vkC`Lyms70j~<08ZB zt)E#lJj|dOywc4!7Am-)J1|DF^tTLrqtv@Z*JmOGSwSCAx$9bRX8r3O_q=8pbkJ{B zHMZ>FmOjk_is?m^X)mymot-+jhxXC z892;NN)UpHtjKchzZFyk--|GL%Y6!Tv17pvj24)3nnmO#$}|Kux}oizbJpC!&t?jElz`R0r0_fzhllc1vG&vfe8nrll5FISla z&?HSLc_)e|KtC5;%Yd&UiQy9@Mub2u-5CQjjyf5q7s0Zbkc`U@k!KDEL3T)iP!gAN zYDPvUI2b(KnJQV((whiD$@FWgzz>8_3ObKIN*jwLuaap6{UXlDgPm$o{KYZYu2)r7 zx;jcu<{@dtCrp0_(%WBOKg*3bT@62pK>5(Ip`lXd(xd>Y6V^**EZWf1XGZBG%w{tj9qyw~+d8Y7-5;6tTXbR_Jv(5#Sz~*3fxh1mOE4Y0 zlrWvm&=p>p7#a3zvZ2o6C=jqJ|F}M*l4Znwmc^uI^l~p~Di^Nuo0(2EWITTKke<89 z4kev}5jd$W)T+1L4-32M&P-SNokW-#W(0 z-`v-pcCFm#W3nyEZ9?USTyA~8qS#t2jEp;tkh#&8Oi*M@aFwZ>zCeQqncX_jPCaRl z1U*se+i?X~TWZ`q?Xm`gBnGstC2B(0Dy-IKV(kZsW|WiXm24!ZAhRl1(f9(?H;CMZ z5}Dx4+2OLM(@Dn8B;aHTo|KU&!Tp;r-o}6S+fU=Ur_Zt3^oWZYHs?K3j+lL6g4u9@ z|NEUwY)ap93BU!S><}w6tnd$h=_P#aPQ>>36y2?P!Q#>cj+hScqaQrNKl!bf@xT1& z9Dnrg3FbLqFK+Pfef@bHzkQ59d$hq*J4;Na9ad?B^FHGK@qK)8cZ#n+Gsj;%+@QxE z5SA`MX7*4JgjCEBq!;VjQote^=7|S|r-V3xLN?AGJ|EGcc|=@AKjd6FmWE*3!nd>$ zB7>93QAmy*A)MTE=Nr#PycEBb%W9lubIy+@c{eEPF1fV6j2wD!X_oo8L8d zO2;U@F*Coczuj!(n%E6lV0hz8P(0;Y>&q)VT7N*cIrHdW(=WAMrEQ&Q7OT-kfm?aw zwVSf*HS6rI6V#SE9jWn-BkPm)x&X}Qb3A?T4iOaI|73>#ibuq2*i!eT#C@gULA(!2 zQ0!w4YZ=e3nrOufi#xNEk-)xS@e4||p9rV9;GTsWjN1;@muGbE+rG!pZ>TslX&_6@ zGWtrZ8NfUenaqtRb#9dW=$emyt`sXO+zi8c74g%9Op4NeOZ#7EHl5IKwK%^) zvO4wt2k!Y1UX2JBSow7h?FkbITd6kBclR(^>{KSw&6egu$~;sf_~0bUIIF3D^S#HG zdv79}5O|E5YdzrKCe649RYamhqI4wdMWZgXC_0_Qu3wtfser3G)VZ@I(2wk#)S$oP zijFusGR-EY(V=mPo>m>S4=e$Ta?WIPrqr*I>SgR$BvhXdRM5uqEiNvv&=)Ixvc-%=-<=1^Z&^o5ODK zN&8vSth!8r5Tr+TjJRH;lk2dk*Q-uYFszh-AZ_ikNKI0a4U+g_$f!6*(FHyj^@xVi zIilXOU{1SLpp6CAJEJK%l#0w;&rrF`u)m8AO4|)mZ%zzV(79CvncJ0u%P{Hf*%`8y zl1dWPko;xf>gtk6aJm_*^fIrx%u9Cd7cw~_M(qZ;*8f`_hN%A#IVdD;-E2xQu>#*L z?HAH_hxV?$aHydg`d$-cWh9yPq1)cn%1PbWIzFzRui{*a zX`VC@DrBDsE<4luiN-GV1}jz#W_$=CW*xI?GV8ngMnO)tXM{7*HTh7JyamCK_tNr`73qDIC`!&iM{}AZR{el2vv0R|4tL)9 zS;`If39FA!@bUlp7EZtYsjgG>$y?D8tiRN5lO7o*<-|$$MQES!6~|nm&f-v4XG#%n z+OIxB9H?x+Kh$ z-Avw4d8_S@WS2`u>|9iXSHM;?&b&fs1UH1YUJLt|+z`R4 zlhF3(hSA>0H(PuWDX}n!{pW;YY>Gso%B4fp21R4m>y$H9IWVkH6|&G+bI>6yMl|-0 z?Rx{ztBKv;_~JeMyMOyR{I~zdPw>t6&&lWejW6BBfBb8A@ZbIJJ2*O=BIa!Y&|$qv zxJm(Ee|;bS;orH1w;r71$EVfCbn^W{yb0je?hOCtmv->r(9Z+&4G4^9XCSHJTJpI)pHutrP+ov(lJ^{4R< zfAt>rZtvo)KYEPg)f#;#C}gW>M}9^^NlL*l*Q#iBtg1~)fVs%6(MhJLu_k%`?pD6xac!pX-Q5(MK@dv`un{Ow`l+AKOc8=o2Zo+{! zw}=PX)1W?&J-zei_`5r=;Jl7=8|2&Lvb<^BWh6VU6?Xr`_3zuw20!}Y59oJS7nc=* z!bQ>9d`|5jRIr%Mu-Mxto`S23bBYPQM`0Sp=~mVEjdjr%5t(yAkO*!=O?C}3CQ{x< zJ^zK!c!TZwifnKupF&XBj%Y>~H3wCK{=2V@g`wR@$Wa!uRc|s`RFBlV12!V=azyd#VaE>-0qn>I;$4Gv> z+v1)pTh)M+b}&Uf%;RLl<>6)-(KLqOJx{P=6h%wB9j4uGRd+rWCNHuF*Pms zz>KvN1UHW+_a1C5r5{r=jgahMB!aEXz4wp=coLve@U`{USC@&eQ z=gHCpX#j0Y3d&hh9jl}U%m3l9J^Ev5S+e)AapmAp#yBQ+gBre!o3=m?mIaB?kx#bo z@+lXWF?Vf97TmCC$@rq2uwJg{Ke=FPte)vAk;dS^qw%mqO=LxI?;`iG<&4YAOLjOx zZ5SQRes>zM=}Q)4=9Yu*DRI(gbZ^oY!ik(-94ZLoaAO_nZ~C5k{2e=_dkTzTbeV!* z`bHTo$PCPz)rO|hh$Cf=k{1MM-!zbP&-AWthUht198_N_2dRdX zMX~a~{eZR$gF~@S#V?_z5gmn+x zI@-mZqeFcE{u8`&|1l+e#Ga@cfa(3fNsM&X$Xm64jOxSjK# zqJtt6`Y&X+m(I1#?x=_}ZY5wsw3Rnbl1x`>eVs;18t2v&is%E8`;O(b?+1sL6oeZz z0eq8P_kcYw-*Rn1;uK9-s!!nHPl)jv-z(Hf9g2SB1=p5F*Na^|oZ@6p3z1bB1-aRv zUtQ7lt@wS;UuqH(Kd|=vPwzEgD+0A;5&FYeLWRRi*w_E05<5-~gT?C_1(=J?!;8PC6Rg#Z4JKSdvm4*1^A1pn4A1Fzpn_}pTKpPVlVrK^=l z$oR;Jqglk?dS!ymIdB;!)FvR}Sk~any8%xh&GFpf3JcoP4!8Fr?%a;Z^MEj$Ak7A( zp#*syx}t-+g5C;v>Tr&o5+uf3hVV5-rW{&(=zHl_XH(T~0p}Q4=LnM}|V4lNhIB=SaLKjC=r*5R3hq8zCfBih z=IyinGFxulAYa6_)OsSmwkD0@{8e1JT9(e zd8vxYdrgEa(*L4C{7u)=6}In}=#NMj3z^%5qnAV@9qY$9OUNh>@7UWn2z1>Auj5`F zR!=0s!rJWMM{c;`Z^+y)=x2jgyv+y8R4bqA8L@yOinGIy z&~Y#wGIWef9<8q5`|O&vg37t|n5E1p4hf2`?bOZvuW;{y)cDzO~SScEQ>_{ud=oz*I zoo%djoCoW^x&)kY9ISXmh=%@_JZl!)IjctT3oq#IeWCgCx^xkODDyg9-&xKCvlUao z#Vr(xd+@2l#?OUz%(|J!ylV1d9MIY^c927Hyv=|!-bIrD5bg>0Y&ldWmJ;}642BMo z6Rl8b->PLnpYCL?$;uL>6KFRx!YsOxIl6jTdtI_ra9nOcPLPLd`t6XhNxFXH0IJzy zLuq-KXe&-xx4qH0A>iQf2rs<)I>L00<<$}&zxNjUiz^DMpM3jMtiSyU$=!^rjW56W z0$#jz2k(CHK90{Wu(!Lw;;VDa7EiEx_dPs1U*fZ~4W9XOz^&IONXv7eUs3|-?EC_K z-eT5G$k{JW&hg15wzE0n^Uvai$qv5r=O5t7>6zYN@|i2uaDmVy-F$)ly{8a&Ce%)H zaekr+bkWJqfH{Na{u^Oc*~cemu2f(q)DjbMb$NmH<#`j>2kk94+Zb3+z&W1QTErT# zB!YK#G2g$1>0%$lu*UI&kCA(x7!>SwTj;O5PMg1Jg`*HS?d)JW-y!(u=Hd#=%QG}W zIDTleKus~j`&1eXltj_)KA{K8Z%-dTKwhui``n){F`M&93wl4&1^u(d4(5Beu(Nka zYx(g0d+66!?hbh+HAj&(P=`Mo`b~W5O0{`1!E>*C4zIrP6{=)Ey#EP4cCepMLlr-uv+nFszmw$O(F9)Iy;qAha8l zJsD~V^asr53p{=A8A@`VJU+(d>4`q3U;&&3Qh5pDyJv1G8CJMBy#o484cHT~ySGC< z>6`P*dX9X7Cv;fs9-`anutsf-EdI#tqaD2Q;x0aVxWp%)t?6gfc9aKdW6hD#igaeC zHR&-7=t}EV-l!ezw@dUFXNbeBCMkw#E#SnOXv+nHyk26tT5}LRK};PbAL^v5@_lpc z9Nfmv{vl$K{UH!?ky1Xnmj5#MS9grWly=F?1-_tmK_J^sq6>0%XAiTzLt4YLlP4Iq zs|LAe$BL7ep_Ly=%E|;0h>a*dGxbL`IY=no&~&GKNufQ2kk5 z|BhkZL+$C-^LX7i5j`NkDfd$o033HYG+JatgCZrmPJLi-t3nyOD(5Ck(mXr+imbk+ z{I32YDYBTPk)h6+?JEW2St-_)>m$3Z5F6@s%|NI=k5mnu)NsV0qSqO5E6IWy*Ko2o z*a%Te3PwffK@tGY##17Cv7kF%ZC17FzpW7afS}ir)ghE}oYsOEAtATi23j-1gtFuq zoKAma^yv|7g3 z@Epss*v;ZQd6d4a;B;lJaC&FYI|$YWFfhDHeiwaJQhWBrNPC0S90d#ZVbw#wF1oo6 zO0I6dH-aN!lr{r_B!^&GXLEZjh?FPsP&)dFb7X>dlu=J$@XbOn$Dy%#(x;q7P)A!4 z+HhUtDO57Vyjj;EvHYM^1EgI6(hn{Fu0$)|{&|PV9>Uh0UPS?wjCWCx#2XPQ_z-PyXG$u@=Rj2qU!v11p>a&1-FRw0%8jCz^Xuagzx=%d`1W&odHf5~KSUBb&sD1U7ak&_* zLd>VLtEswJQ6i<6zh>TRwY(Us;^=jg3EEdhAuZ+$GWJx}E@!Cp^%osg{++g!;08P* zMCTOrcu?G z@!wf`5NA{D?e1WR6T0KF{wt~eT-h>5}vHCaJsytYWUT~1s0{sdU!+uP`QT^yd3WBV{iWgCnqOJn*qP{wO_zD z-~JG%XXlE(BRFjynkOTNFLt=Ke~71Ec%fjRaCv!7d=f|=FtiYJdA z@CdccXU_Ztd5++maoOwaD*f^-rOo20yLU0$JD|Y-H_vEkk z1?4?Ed;7Rk?tSlo?C#~+DK?vpQ^4Xo_!h2f4r040tkOy~d-w1NNB5q?-u^9Wu{wVA z5w`2#rYV`-X`kHst*YNUdui@eGVP|nXf zUP6b06mF1a-`eR*y|NQ%p@VF56^#QBxx)SSZ8=j8iH&k5wJHktE{5)Ry!dH;`HU9E1ejlHF_-^B4Hm{N14w{G0+R9v> zw`{}S!2zCr{uP97fzy*?96$cJjwNQ|MQTZlvGGv?b90sUG-b1g`4Kgr(2*T2iNLbA zrTV-nD3@VqqvKKgkhI<169y z%bL6>-#KJ#%D)8>=i(-K?dy?^j3f{=Lffiog}ZC~8P*licE_JQLy~ z79>-MI6FV5Hbgp`vD4c$egM4*W%jOEgR4vP-}} z)Jb=Aret~|dFhD>X3?pdnH*t_bF?&=9|?d49NMSiZd^z5wbj3%=EOX#EDkr{T=w@a zIyajT`TM@ExhvDOiCS%V-+mS_+q`~3DWCJ+}0xjj%3W4E001BWNkl$q0A!1Xe12Ct| z;KmOX0;?~5?u$6uM4UeQ7>o55b3|M$*Eqde0(b6WcW;Ts=@KtJ`!p5aS1DtffQwDS zI<0a0_Ad4pQ_QCmTwJV>Cmo);dm9HkbHp&k(?>_Rd;2ziToSrPuJmk({FxO7%^F_e z?8zh2A?ww;2K{^n2B+&)Kj^b7cl&i^<(6x`y2Q3rB}1Tfk;>EHY>H?^skbz)P%xQq z9ms&~c8%4=2{xN6s@RtPN-$|_@&P(eKZ50}c}?u!p2{+_9T?UdY{CVd*X8n3?^w`B zS=uO?HcJ2ejnVL$3d44T<@qVKZj>{XN;{wEC*fuh9UR056u56{e3F&`maE#UB`!}M zpkKV=A#VL-TJi?R5$LQB9MXy+5p|<8|c;T<($)nxwWKI@r z*K0g}@ENrcEYHu)Z)M%966dPTW*gaV#OkZ{n^J8Yv~oEucqSrbT{Dc`wS$C+ox?-g zi9-5^)S*uu)|YDx=W7hhEd|b{4X7X=rn?L5?sZ7vF@~b&sp+TsxkH*_u^WNK0$V1d zyWExveTUU#2iuUbE`7U#*mu%;3bn24!J7#oo~Ya+u+AdCqpTj8W0B=;#h)Qq{dPm`CxuW`icv)HjLMV4Lm6vJm|KrZ zz7B0q=$M;AiW8ZU=S7}-vL}&{9#JPH*?Tg#Fbv5fQ|-)87(BoZqJyK0;n1w8tIo;I zXm3`=jKy8x2x0`(6%t`n_R^7Y&ZfxWs+rZCFr#;_-y_x7n1!35ZGG;7K~54M&g=%G zWCW)$Inf~57~ykpN%F)a{W1s1CR3wO%)>5y6ezGA=`RaaVNrz%1|^Y^F@h=>=MXfo z7M0=-*x-8PieSYo8EuEqAk}_7>ugcT5^N(1+ok zY^gA$Dven9}!&T2e&pXLhnTD4ENkTTLB{K%&Hi1Ei;G)fgmfs=N${}5M*xJugdnl`Y zOUei?!lwyvHlPz`lkJ(SWJm$q++)H?Um~XCyP|4*`7T$c-E0ccX|38+IAOh$^*Slc zf2ax)+me_oWQBe|xy5F^UR4Mik;;YIj*z)6!5h2WPD+vgh#O`S30)L9-9=}JiRudJ z<#f7(>2#)Np2iMR8AnJ>le_ro`tqs|<}@7Ik{0 zmD3rX;=q?4MDr{J4U?KSyy9rR{>(F&Z`TC#UFC$*T(v3Wi78-%DQ1fU?9DFGO?C)! zyBjCi*;DW?ia1h!i{1G&X0vY%j_72p;CWeE4a z62m{wpB&?=tV!%hW)t`L`+b9KlMj+zuwZt;1=7rEQ3BdJ#w;_0G^-G30YZR79_cfx z;YdvBeVOIuCD!Y8WuY#?W4~cr4)r2<6{~g8(TOe@09VBE-<1-s&d;&Dx+MKcbK3i! z6D+}|gJg42Gf#5x_ZZxoXu73T!1{zwKmG_0@8732C;02Yx|=PcN`fT5od0ochqCQ0 zeJ*8u{Qi50AALk;zbE99C8ULSNbHnH&j#gZlEiiEk<z-GC^@p47g&Vfm|Ov^jD z%uH*NIZYC!T$ixP15VDi$jd2CPdDU)m2%Vj_t&_%*WuGgt6Ef}(Xs;t-xu42AAN9z zy*$BZt7>~!+W~*@<{937aE1HlJ53kC| z)ehTk;FiQdiMf*}kJ0BJVQ2q{{I}id)0L;HBrOWUXt7&;jBZj_IChwopT$WfGcJf# zZjLX{we9-i7rga!IUZ@2^^dLVY+_aPd|0pz%$x#I{3; zB8dE5=eNl&z--W>-UFi_M;DT2jVDdc9U{;9iDQ4%mCkOkjS?`82z6Z;3q>^gcr1`? zs)2PruJM<-=c?7w%9`)S$_6PJ1k=YgkyD}ln~QU7!)1-=csyjs&qY3T*1?aAa*pad zbQJV+8$%4rbyb4Pfl&d~mr158c&{gPgA7CWb41OB<*HRMSZmM#Gr8)S2v0VWh+G3w zK^P81EVEs&&d4)Bn;EUV z2GTGVRS;@kkU)+MSo zX09F+i3g{6Dl5KxRM}5lz$VJpNRSlKFk7J8*{yxa!$8%P#PCc>j@aNd;SMlmuj>Rm zYa(`;?r6j7`@<^PTEj{C^z1bkd>7Il3baE z#Thq`WAM(M37P)k*}=u2iOhGCu8y2znG;7?Hpb2g=dZPgJ2+|8D=IY{`1wknKWe}j zh}=aU!_|%~IMRji;l6#pCRw>pFSxxnBVEVnk(4Ra&uOhNa!=hd%ef@|$74f_!!nyp zsOnojS*SU-X)vQcPLd3nVWx&ksFn7fQ5>d$%YqL%HJ=X@fF}x6iXqK)o)!gi<$raI zVOC=&7l zU|#k@<}g=6wp4v}PmaXA+QIA8?k}-J{!h{_qg< zt1BGt?_qv)fYpb6O>9l)nC#!i`S}t$3)>lWl4a~OJwbwa}j7MyZb!xW150b2u z?{#*>Sa}!`)bO~tgqJI1WHup1MoI#*1g51D9Xaq21VjunHAmpyGTOF6#5+b##XP|_ z0)PC@6{g)&_`zot&fQIB_`M&Tpj#i}yBCE>ZGkTKg#RN{ZOHiFzWo5-eP@P`*2RC@ zBIFrPmIMC!lYt@nkt)g;+b#a<|MMYoKS3m7OLySq=Dux3~E8e2ZmSn?iD!12#kiTN9-Pel?lS>$Aqn zIVJx0Y`%m2gF77jbn2%le^-&~LP{+Yk|=ndA|D*#>gock%@!vo$M~D?e4F-UQ~W6Q zEqx%Y)=?6E^#76C&>{ux9R+Wjex(WD@>*{<*giSNjL1`~Y|Qow7swI9&Q5J>>l4HM z%Nd^1vo7`~gho9(eT0kC$26X>Bn)}*yZgJ$w7 zee7DO^%^snuLl=fI0TWP7-f=0BkS&SdcHzUz6>1P7GIdic863)^-d=hD^nbYk}NGe zUz3TpJ&Km9Nu5z-;u!i9C($C0k{87#eok=yhW8((I9(BGJ~k1rSc2!u)svlnE*c=E z>K9C6P#vrUe8QFB^g+3welWjA3eUBu?W^_mte1ACf@>LK)Z#NUGy1F~%z)ffM#+l@Uh$fN< znu9SrZErzMBP&hT)Z17hIiMAaL@p9ISV%CEhJn9U#|ZLuq8dTN8_=^5xmi+&HZT*o z44JENc}Say-k41siK zGkBdWyd(^wIMSRg7kD?{i_Y6DcaaB{7oWiJgdJ>7RnghpTz?>Qb|VU1*-GZpOB|*s znEpH2IokoFmu~%&-8y!rn!}N#)5htl}&L9W^H?mOu)$kg>%=h*L&JZmyI) zx+E92(qfWp22s!i4TPH)$Bik~b3*5+n-XbNUlJEYIlMtG4Dy*t)k4x`=r5r2+H8f6~qqDTyx@hW4Ovh9)VJ5`aSMZ_gAI$2+f@mr@HPl|)6I)?(n3Ws+G8kUT3po6*o$ zHR?%qR2!rpKWlPBPI7H=%*t*q`a+ULx`1MEC1Jz+OI<%DXl59FLHJK35$kkNeMM(* zW&9mfcT=St5ekBfCEcOYyTI}cE{vIZw!?0N3=++UTo_cPj@UrFNFxK5FF*<2T`b@JrsTN4d zD9*%HnITCc+b?QGo%F2W0t>m=?Ub$mo7&5SWHoEr$`El5cm!-;oW;XwngE-z8|uuHZ60tLpdFWO51oO6!B9Ng?_@$dm@31~r{dda@*>Il)_g z)yEF+pKS2^@1Ek*%MDfZ3s=Wym%v-=r*K|C|6PxWDUVHKy|8zH`7?XK2TN>Ihgq%! zsujjx>{yR3cf@@EcYpEAczC(NU;pt>Xe6K5hk{brjS2tgH=f5ofAbu_^Zf^y#}2or z8GrvPd-(oG7x;sB*4U|9t z>|N>KUtVFcdw`=mcY!cdL|RF@ZwV#V*HTqkw*vo9Oeo9uBj+x#|6lv|YvQ6)hX266 zcjeHj2?aO!lG*dcKMyfBFmpItRegarLlEgg|nBSz7%0@&6<*gKBS`OEIdoo3EMe|Q9C9stVk}BZ|ObT)D9Xl8ioF2!f@o0`5Gtz z5Ve1-{9n1TSrHmyBk!;{I3(x_g#ty9ot@O`BPuCR<$$sPEO3BkeIl)LY+zXI^b;9W z>17c%_VRfdmn5u)j*LvgDG3gObM68xSX9Lzn?R%0c%xk7^uWDb**meLJC0)@mnbjq zMDxhLz%xIi8eO@Lkd6dZYO1y5!CVSbo+*oQH4L`~;_|U9478m6iflxZS{q6Dxf!1> zXwvG4ljI=qSZ@2sGPaBl9`=L~GHM1xDP>1`x-Vm!-{uMQ?2dlBV+d5@A*B6$7! z5Ju}S##P4TNM+1@l`TaJKSE|`o}{J>r( zk_wDIOE!4nSeHv+MYHMI=%-qd5!9Gg1vFsI3ZIv1ogqlBizS?1@eoV#BSc76@r!?l4Zi5f0%X8|0g5I}Nw#Fk5-CCyn?sMq9;&KqzBSx2Gtap9UdxC% z_Q~XnosH^yZ|2E8tRYs!7him#!KgeRX2L3>*Mj)tuVCH%%QsKqTGv6naRbg*J9zWK zhqT{s-nOXoH{_I;nfHAW$RVJnCk#rD_j*r;(HfpK!wg&beC#zYUBR zr&dAja-hKzzYfbKig3J=iME1eP9glhm10SWWHKRW*GGVuIB+y7%v)eugbo)P<|?pT zqn`$T9nIP)_@nQj>grYK@YU4aL-~X}kNalH7K>vFR{=a4JZTVA%_e}qS$M{3z-t`m z1Sx2Ou)trK6lMhqLo*x5s|$dG0qSUiiulrb2+x+bEAT5{ybHhi%~SZTf3br3MYjhEr?{9+3qew^Uj9~KzW-n_wUT?7Bo7w7O-K3Cye->vW_5(b+AUcSA6FMj$u zyz$@ye*9odWnC{^OYk>7yMyn&@e~%hz_zeJGG^0fkm0Ysl;Ib@)Wg}c9sINJ707J^ zzx0JW@ax~a248;p27Kp}x8cEB0hA2$rou0M?GF5hzj6m&c>XE8_D>$d+nWLMP)Hwx z0%gp8FONx^MeSV?HFF$C?1-@1svZRoG}ir>k$v3dVnP3A753uxy08Es0t>^~+sbT2 z2Pvx$K=s;L5>TQ)MhP4c<@OEi%Rpjk_$;ifA8m8+{~Hu^yG{W-3ZW8JJ1dZ@wjqgt z+n%!g=&KxI$rScZz#tvV&*pPt%@yp?-VX!}U~M_sUevQe-y7cz%K>m4i?^%;$y&#= zqXc`3c99YXX)tD=o{?asdD`i!xnxt+&Qb8I~Ft1XK_#R zAF#A<$Do&$(Ror({Q-U)FKbmcp0?0UA;DrLM0K?1SAZoq&el`$;cAJ>=skfj7B(`e@b)AJiU=L+p<0=f~P$;$U(3t#0-9ZU5Ds9bA5 zGN^&&oE&4Pz|>E4PA3s9w;B$mG*=03ds>j(7Nc4#21Y8-+22#meTGhYzov$>71(c* zgrO8|7IZ_~u;D#A%QR1pq41|1h8FWlON^syFlMQO$9id0v8TJjm3i=#+ZwjJL%JxWO4LEKS$_Z)$&z|`%pg$Tt5Q_J3)ZXn8_Q=)IXLV$Txok%~4X{j@V2 zk~o*6)`6>Y5MF_^IobcA4mbsPp*4qqF6N}@;ULsRR={^LyeLdkbxi4V*bjA>dbiSX zz{?yU{Jc&cJ0~yAaEjJs_0Y4EYPZ&a6CKglXyHa^jEqaR)v*c{z449~)eae$jMEJ3 z-sUqp=rFL@t#llvrWJ&~jjf>~&EM9vJ92t$Be9!l$O1sJs!?D`!!1P{(Xf$cEBY_@=(`^s0~OZT6Lv-jVCljR9CiyKtG zetvcVO}B&{QqH>uUVQOBbq~0H{TiL`3ly6|x+7752YNQlR6T$94s^J$(c@3738G{CD%bSjK7dln_Lw}gGFFQ>Vh*qi-uoYlw7+)j?JP_vys%A&I?i%c3Gx9?=Q`zXN?Qrq*4f_@Z9?Mj8?G{8~2fEzb#4EeY`5>Jl#NPljHxNU2{Fu>4La+vgrI|czm>8(O?I&7VBUO@lv&QuVTPF6 zud((B3T}?D6Lz2bRjU53z*!|x=_OJ8yKYW`gj5=^-%$6AmULuKlWMzB`D0X(m6reA4pw6a)tFfZFxorsGOf{g_|~;g3CY)HhSRWwA@P*20y5 z0uJg2p&GUXS|q!lY9%2chD;m@)y=}U{G$9`O5484VFV!Qg^Z?7)nk#PhpWJaTW=kk%7=mVG=41iMV75I*U7U zRRgEwSpju`Oyn=bOo+-Mvw)IGf~sl@q+;|x?e*&h-;D9$;umX>ZGoyYEmNI6NY(6J zmEM{~=7%$Vo|TFMl{&^Xg@adqmL)qH)#9^dMMOw2d3M7o^9MmdNIkge001BWNklHXFCm^Tx|D&b&!+KTb0uts5dwYwkVT^R5qqAa z)1Q;gX`;>=e64JuqKikV!xGmKgrU}Yb$X6L*$v4ZN%~6(!kVE}BN*dDF)p2ZcW5{( zv)fz{(u*i3)@zPZ&ss!4P6ZM1+1l#iFb}gv)#>0chy$iQbz4GF2Voo~p`@vJ*cjFZ zu{5Op(J1w-jo6c@F0Kxtu|0^5681uo&q(_x4pjMvgOnkuePuDhGVv8vXiPyW%_tYW zjtaNw6NN09u5N6xImFFs>r;WW@Ws-|o;6lI0B=B$zY|V4!JX@g=%7!w1)dHpdPwzc zIyREI;8uQ(-HycVQieGOhakU3K8nh<(Bb+gO z>F!;)KATZF60WJYQP2t!+`D}XUOK%67ax28Y21(=%CIZ2Uad*Q@!GW;a60dxU3B!$ zNZ}+!>Nb%C0(gE@&IT z?GXR!9yN2B41+etSeiUU0Fw{C6hQVzoR&_h(;1&RDcdfbJC?yZ^q6b>J^6nVN3B-( zY2tn`1&|$N2=|!|^_5?j-}E404FHMe$s*}i1F?xeaPU459OhJAyTTq$eYEJnU2??3 z0TQ~P*sYQ>1pu_f$DS?e`UD#w3-}cwQYK{pNo+|@&Py$^(7^JF;0F#_Ia)(p&G%0B zj*&SRyd(7$CP@)~Z_&LHf4Zd_G_2Xjn%8k#X&>XGV0+*ydMIdb_hY4&WU%Y0lK}Y_7=&-0 zk>Fq|JLppAAX$HvRroc+Yn3X~v+lALqeyUTYB_T8q z+;Vb;U1w%9$~2=M2(}VkT|6bQg0vUf8PU%vcT@H-Z=%k(g_^ zwsvlksL)w=fgPG404i7PeKr69ao?G+UJdpDxE$TU)Nm44PfV#@n&^$`SH<)Bm}1b2 z^9zq_AlMl3gV=vky8>2QZ^xGG-eg{;`|JS)n7k(e32CJG3w`8y*TJk2u&WfQMZdFDnG8Ea4mPzs9H79%A_Iw9C5y#irU zV-=*^Y-?w6_Q3jTI;!q39nOzCp!NTjMQAh~^`(UG+rL!L1wr#Qwzclx7` z6B>#EDLIqj3#t3+Ye@~Ot{n%ks?kU%V-*}q+Y7qJ#E~EC6bu5*+^UmMeS1!vsVkV% z?tBO3S2aA$OH7Y@a(c72^A0-yvj= zVU`Bph1A+>Z%z(6aokx0!g!i+PM~>9HbToJCX3cr^9LWiOWAR3%hah2pRR^UmRR>@ zkxgiUSU58Pyqz3A%X6o<;f0&G;NrSSfRj{7;h-I`bf8}Kw`UnSFf@G(l^>TxUR9K=97$+-v$R!m~>_t1`kr|Is;o_q{bd*^IF2IV+k< z1N&{y<$icpT1#54j~-J?s`aVO`#wSkco$M?LJM+Bk=C~boF+7f2RINwhw z<7g#s*vggK-EosdG~w960crf8+D^puO{`)Lg%tbIPGdbd?zs($GD0D7y;;lbGqmXq zkrySFP&OSnQzz=VSWpOH*>xWC8hm~~*NgaeE*6eL%*c*tq3j3P_7`-H;5oJ1Y$%v) zlEzsh?D`G#`*YZcC?@_->&7>$GuW&y=-+s*kp>gh>^Jo8AmWes9{~w%OJxAj^v3t| z)qTm!G*AOB`9uei=>{~IXO^&}YptchFpT^U?d{~h#Ct>?FWKY2^=k0;W_ z(K2LQ*MkTHv$jJ+XKa`GGecsAz?iFu=ohmil(>lMvD|W799a<*Dp~4^#CWmz(?N}T z(%_4Oq(Ppxu}KINxfINGph&3@hbN3H5r$n1Gugd}8&J766%`+oD2(fdQgIf}3?^%B z*I1w&gke-QHolOdzkEOuwIYLLimD(t>~M2UEic?8E$gPb%s$VDh`&0DSQptHoj~ol z-U4aV*yGm2l}eMW!e-fG)@l=A+bN*=%G|9YfTrSQ8L}O4`g~e9DL!&icZKad3 zKz#5l|19reR8Rf9WaiCa8oRyP=ME1gy7kDEISb8ev`H+Ar>&(_$B!JGQ4U`X`^^w4 zbvo4Y>q-uEV-nQloym1(GN(9h9Z~>|ZQz-%RJD(-un>}8`%-4fG~v7#wpG3h3u*{; z%v_E#!sV}OdMY5<4HRlSJ-q`>H-qx<0V){5ysNP63M{)s&SnxS-5~3|VcA;BzKlV+ zRu=)b;q$puR!pW$2GSlY)o>1!Y1wYJu-na0fyzfXam&Cx)(rxS%Tak6vP6)bfy{#H z>p+8E0-#gX0!{(7ll^sS>m>M-n%bt(`qIH@o+@tCsOm1&5A_UEs33nj!qe%aiakFW-Lw?wwqR{^1i2Mw<#} zn+@E%`y71Z^Iw4O`~nt7*Wra1UWE5PcpZlQIXRFE>>xrltONZ?nI&PTVfFz#Aa!jf z0nl-`g*}Out)c50DN#|@P&zOL!KF(R3nY89n$MBMd1^wbo!Z_K+LXqxEWoPoQXNzN z{-|C-&E|}%$lpXbR-gH>Dh|}WAeDdasD;R;R$n8eq56v zNr@bngEUpwshoMru2rCF;=Aw{@2A4QU%2EJg?_jDfjbMxy2Ua&^ouvUJ(X2aFPT_6 zI-67AyrXW)4cYRueTB1r1cN}DLX4lBNAWEXz}yQnutJNXeJE?xC%EYKoEhQCYJ~Hr zBRss=!||+v`*OF#{`yG}b3Qs!mIfJE% zHC@mRkr~h;V1Q%MwiGiE$R1SX37AGm+GDDXQpR?CR5#=N&w~<83-;C48Y3tA>r=+Ei4q)iLf|e9 zm4NJS#y*^W$`gVRKz{eh)Y>RWb@){c<_(M??V1$CfLXZKdP-62-$veekam^0CrVb^ z!|Wj}2hKV+ayYhGX!D@83xZ;jkOZP)jf)bfu&M@Yl*kcbtYV7Rn(fm=%|(u~DH%G& zBW4DvE+VS8+Jt&&ostLzirI6}N?TWXg1a znmuHW>z^GS75C9PK?P0ZOsJ|I>Y|Z3=xO9I*CotRq=&{@M5TGrlEMDwLEv$;HjGOA zFQRy^%p^5o9>ga#Zq;d52Fw{N$OG&OPD3XlK&f@|He2Bx!VuT+_avPh8qqp{kTEaS z9VuN?U<%dFMA7Tl$^Akb7yF(cW(P?cU%Mi>qTie}zoWkB$=)Gp34&2CtL5FONAFm} zdUX&b2S!K|;TQ!jhXCTVMAKqQUtg!J7iDzC!$!jRkt4>n&y#(5>0-0NCGZVW?>e#8?2!?fiVjC~y-57DMR+mIn+$ zU{P&2wm{nL_Vjzm+^AAEKp^d48qaL{sD&G^M+6d5-q|FQLT~u;085?`X>`a67<;Nc zB&B3sQOF1z7!2SbxUqoV-eUqxiddZV*QK^YW}`(sY6KTgsseU;3zFU|8{)Ha|;g##Q|jb;J&w@+8+$e@Y$M5=PS;Om+Ix^x3ED+@ED~A7xR7H&0S- zHKr0D&$6YHK?=x-?SGr*I4|PGW%n`ECp5N_*{0A#{P0D29J`jwkan9j zTx_0_z#O+IZ(!SVjXeY~rdEwn+(#{P)@xQ5WR|Tw*%Z{{iWNODX{p$?bFrIv-gi{4 z$Q0-dv-zAd_gq$nY~y1Xb{ACFtp_CO5|qILVH9ZWvt*5P(q=H0kl9g!PC|V~vCW2LD`+gSR<_^6UfMDgU33Qr zfUX70R3%Ylm%$}kc;X(*HK-oygeK`3u1d|0u!%8{!&Av{$rh!93&qgQ5RHZmwEw~g zW$%t)3LC@@_~2Amt=u+<`9Rm-4m*`iWX12@`BQQ9Ga1+@X`}%>i>6gVMJ@dp4xPyf zeCZTyph0i}6`Lyq7)TwZk_F|EIU-^7WgX{iD7}wEJW%ZvR4PxTeoGCqiW>PT<*bk3 zzViAD4weCM$rn-*LC7|`G*s;Z&?yTTD`L*o-jJxEtNzGh~Q6g~Lfevk# zW)CQ|QFU9xYBk`2gx^GL3J;=DSEp(?=(~$5dt=WPY8=AQ8TmhK%*#{cDb?fX6GfDAfR7O|K@7eRgB`O z_XsrEQj0l<+9pf&D^&Ec24KtHB-}T|_JKm0EojQx31QN5YI;HK;hrYf)}V{$u$U@o zvY>v*lV=r7hz0@G+-DCtr+UvK5@ntF?@ih%IUjvB2_q^Re0_Mvl$hhtP4Erdl+g93ddR?mwb&o2@-;iyF8CD zaC|=}rwbnhd`fB8{iWVn)Yz=mZ8)j^R=HN1+SRx^mBm27j}h@L{>#uUj$pspz~hG>!tUZ+ z)+dWAF6IlkwLF1Y0XSaHY2@Cyct)*1zxeVikk)GgLy)rn$AA8(@c;bDpTV#G{8!1j z-ouvZ!%ZR~KXlBo3<7D7%`ujQ%m8+K=+|r5WBJ5bVRm!`57!$$yK4k_JzQmt1cAx0 ztOGT65V%yk4(>Q&SkfvZG1y=~->;ZYVN|7V0oShIB1iklqleIM&#lfnTgE9FbsIvq z&-R(FKudP{9$GH1LAyMn^^T&3`}Mhjfp*49cHRKwAV6GgFNeTS-%mkZe2>`-y4f6d z>lKPD$d=KP2w@okgC)Uh2!B5;7cp}sfUbz8HLN1d*(240N(O%9>KS{#Qw{4sg**D6 zNlX87f^M*`dg0I+ga;Z zbX&z^9LntQ%)`_uLDg{v-3JS;pz(4uk6FA-#_^fk99_=i7U!{7d53%~J=V_23QwAYu=Ko8q~2Cu!J;dj5a zg6}>}u*YmaGG4jJoig03^CzVLgZ3X;38b8_zD)rFqqpQkR|;%;8vBNswQYi<#ggpR zYPBXUGA!T4^Lbw?#V!;G3gw$M?4l3l^9Y*cGrf^4EEw=uB2{B)(02=K`cT_tRNJTe zY-Ic%!=j$R`ur)ECRCO$ZYhi3K}t&)m)Bueq~+1R+&I9I97rHd9aEVXt0>F8-|a|jQSA@< zDA@Lu;)8J{U7PmkSUN3?4whS(CVNl2li0l#G*sa}Ni>a|=0K(cwj@k$Jo%obh$=qE zd2QE<+Pzq4i$Q@Hg!ms1K&6tx9hSP7*TQdwejK+NWDmQDoiQxY5=Ua2vipx}A4W;| zfU?Y_43)=1{3!81l2LZX(sK)f5A~a=G<#;ef5{4LVQ)E;cT=FbS zk<6feK8XmR8Tyc!xpYDa5Te0*6c|cMZ`B&F@T<;b2+p}>fu$YBest8wXoRZh8tV9} z3z}K590IY+!FaYn1?fM~b}aUgM@k(gLzP1C60W0^Jnb8=jyAu7=Q{1cL}StMp+}z^ zb|$K&Sr2Q0r6`uXxAjX_SR~NJ%|%I4Q?FubDM?Vk>Zhavj|auDw~S{}=OFeWKA2tu zh{BrJmbM-By~Kc4I#E>9>R{?lDt0)8P$f8r(~c4Jjv~?+CyTmkS&c+KxrB$Urc2{rVOR-{og@yl0Y(k}inlkTk|s+;qEV zilW})xH^@t5>35Gt40RI7+A?9Dwc#oTy>(n1E+2YcklECAlZ6Tgch_cfu1$%@;h8U z<~WX39Z_d_Sf*Wz1@)J)E-*NPDyXSWEWMWuYAs5mR42m`YjO}|AC58ll^fM?z(iY~ zR7^A}3>{s|xTJhVD*!>gXb~vRJV}Tiw~Yr=)cXa6_PPo;7m28FRWnLUM*IJww(WA8y(GPeBa4b^V5I;#@!@72Uy{vL$fgKo zKS}PG0Sr{}O%x0-yE&X(JArn-fLWK};;e-|Jtx~TbdT@dxCt-cy~k92=>YQMx88=A zUw9F2q3~2GaO?CYoNq4RyFd9M+<)<9_|!|Efu|2%hkn1JcU`n|YNd3+X1>8 zN04_b7|vEO?$+ewqGEH`B>4F0Q!e>1;6qoXW}SE)+|_IQ}}~_{(tDyn~|^L za*dt9#69RfLVVS6q zm>FAHr}M=zoWAf1+`M-mUbz1}{OH?%4DY`A!w|&E^+QWRy?G4!EwgoC1IUCn9lY?V z&%n{m+awV7@PoJD(FgBvsimA@G57{$MTxJdj8NaFAsenf7tO~__|#{<2w(a7H{s#O z@53Mb^ZyI>o0Z_3IrxweP9X;lKtKV{G{(&)tE=hYfLoF%hR6sGL)2UoEIn8;nSc0612-}u-mNQ;fL?QqYvH{b|`0kaePqH&JqSexp2Y| z(la~27Y!-#W$K8bUK!2{X4y5M(IN&MtRFw!!W&Pvz{DgT`;XUK_?_?X;cw*)eEp@{ zuv=e1)68K!-@yk@6a1q;zku&Qt1!QL8=&c^onO;;B-BUOE&LwXCFa{tHt@+G?chfb zTKM|?>##x4ug}nT4gAh)AHi$qBMi-4GzmE2@cu5r-~022@PGg0BRHk;$n<;IcJAYS z0}t?Csb#xaT$`s1J?vKJWW%TwVXU+V3bB~DR~CW;JJfR#yUpchD0bJvSWt_lC!cM% zIU{O4CBdq+Dj%J!&89rGz6?dYwg!^#A4OxUofj??r|WMFu{b_UCcT-K^!7*-tMoAR zTl!gtt@o%c?w-zZ)UQF1v+uXi6PPqgSw|5tK-P;1icj~XE@ZU}O`7%(Q9oFd3h34r ztvRnPcNQQ<8`IjeXz&X9Iqp1HGc}s#{!LD#wer*l9|U|l1NWScMf}G z;sf+Jc}0Wq(4-}4ASCosF}MS0kQJ)S#qp^@QC(@d-U7_SE$wfu3xw&-B`7rNX7${d zZfbAJaP^mde++fCNkxZD1t0tXseYI$6&>v7a`u8jSxeYRN?&wVC)ng?OJ_@&55ZaywMSS1=Zq0ozolxKeQY-)PYeASBbviYu(6y4J zq+n>cZjBMR?D^H|fxSC8YT%1(Qm2n=7f!2nl6S-daTFv@{Y-al%A_7>3hw9vP-;;L zHB{9E7aKVAfwR<#Io&p?gLo-S)a6@kF>pWXGWppghZN5p3$h%DQ6T6*XT;W2)qSp( zEhJ-e0I7=cW89utaHn$t@&1Q2=>s4GIG|HONy`Z7A$4$=a!?T8TMt6%DX-aG4Q;ed zT@C8-$tj!mvfv<@;S{11P=)GN4a};dobPM!5(_9$PY>QeSSeThCg`*9?YOHX)#C>02J!IIU!Ku9dFj!=oyJX_F3?3{NOB1+U zW9Avf;*O4Bv6zQN!}ml7>iFoGfQRjNOBo*Q05I%#BtVswdPmfB&PyhuRW6`wXDkX; ztDyR0K(fL*Dc)THuTR++={i7Jh15Ym76Z8$l`LW3Oolc%lP-9h;!d&iB&@Ay<9U-n zq0Cr<#c~NRK7S9MyL}ths}+3m>=`_M?`_y_nVv|!ou%6Y?YpLd&wct;`10q!02i;n zL9y;QR=B=6g3o>CRe1i!DQs8IsOJAqfA|`F`1Be4%B!D;d-G%1=404mo$uxu^rgVO zUD9)}F4k0M`rf;5!=39#ush$t&|`<47MfWL?a4KG`;*sUU*fqAQ%4o){5iwP^#%sigk^jyLf^`x*BM=52> zpaE?1{TaX-VkSs%8of%S6O+*7<{Y-`C!*F}3|vy}5IujXqlEfIx{m{RSd=ZOIzrg$ z@zzba`_fBr?bh>f_qluU7h;n^*f(Pa0gk5*c%-fCxTgSk`sWfHU%L)3z4|IFZr+9Y zVgY5?z{3acS|Nu0h6Oj3&-oe?9^#{ci|#hUJkoi4@s(HL?(_HI+4%*WpFNYlE#Pyk z*OKRQ&ScmiS9x$jFc&*eyz<%4!@BQb+;8CG{E4`kcsFT7EB=zxpy9I7w^=rVAyXB$$=LI+@daC=REF0Ng&}uTuvF$;2Yf z6Rrs&4XgC(e&+$Ij`n;>R2ndkkY}`6lt*IgWpr@_ACwT;9cBP zL1=c8jnfOb2#`Kcm>@l!l$I8HRL9_2L5!Ro9MXeV51^8iDj)lZB>Q1ZEI}> zG5k=$KYs?0Y*|=RVNKI6$r=9oul*AIonQWIFh5(v_1Q73ng+i8_FM3~fA}xqFW&qS zrT`|;!tK+W@JrwL24J*M)>som*KOod3jiCS3CIV$r%i! z>yRgJ5p4uIy${}b8$N#UKD6B&_SmUm;CqZhKZhL7C2)3|FN<_gr|DlGzW+Y_pTGOR zLDOYY3V-myhkSlq63p~mAkKTU|o;`g; z0nKK$f&oQ6#eR)a?xoJV>I&s(18pk8S$lB*aooY#laFAx-@^Lh0yY=V+_}RtOJ!~Z z-_B;W1`sgP0rYlq&+{iA!wg8Ej(6&LU{MbUj*%@=D zmZ)aW$-I5$xkyxw)WVpZLEB>BBQ&)@q3tddwIrvMgUjn{ zt$mT;g&+yEw}~}U^fSmfoiC5++L$@TJY`?lBkYhq-z7+05B+WhrC-s;qdi%r@U2d! zcEX66+7b_J^>gw2YA_}YAt~>TfH2;*r?#prS%rJ*gL7&i@`nuWW5Pjs=w`tHnQENNUT6cqDbJEU2s4TA+eEzY>q}IR%;nh;c`Lko)%QE z(f3ND7n+ZWUTH=W>`-kbK%BU)n&A#GjSK7~J8-HT4tlChk>;>rWx7+~5+^&doql`} zmQS`aue)r6=UM#h2v>54BL_8j4F)H*LZM}m1st{zVe(AL6f$Hnhq|;{9lYR+CsP;q z=%`pGT%#qz?Q_VQS_>|()w|rf2Mm73-`h(aRt?wPV|xqW?EK7Hnt;`$smZJ1Fpa@x zJXmexOLj3RAXv7&3Uzgm7K?bC%%VGXNdJ>-m)L0nMJ(rYn4O%kkwx*Y%?9dzC*2@~ zS}tmzS%o=5kfzl1xW4rA=Ae*KVI>i!_!euOQvhsC^r*8;aX5I4N*P~9Hg~qeDL6!u zT|sc6*A_II=?!fdd2K|{Akbw6{nAW)qfVdfHFN^H#G)aC((`l74Kb>zB{S2b#}7^Y zbYpWnWd^XXrafV&tQ)O8O+rOaRY%fyurDodZRfRPaive6E_+z4nX-FI$LWZhDjEN=99|;<|En%>@^G2dZ}oycXKQg1=D;0^EjzS0k+%g`^Cf| z0IAjAY_^PJ7p{pLu-9mo!0rKRw+0b!os8MU*;9~%YXg11WUJq1 zbiEQS7qbCPPLngi*Hn=VZiTL8786=7>}0?}Xq~KGedj2m$;mN3Tc1982>pV?zxoYWA|Yen!@cL9gSRdo!ymo%0A9U+2X1x=j%FE3 z9-wS@u-W$Xd$+Egz>Sk*=u1O&zpuUZHaxkw;5`?2eq=?6tz2*R00iu=!{&(rc(pUN zgq2(a&9=bh01&@$t!y?M+kb99qor`bXH?3kojLkEC8$5gcdF9gx$qoS?Ju6LWamYY z(fkPQA1$Sk`YS3fw#Bu(S;Hp}-eX^2q&J)k|s|0 z!@JcA-h1Mf8jOMxLcsBY&*C7*mR zhP}*f5VKK1=->mZ@Y^K#4H_Dtfv)aD^~c0-Ri8@-!QARPwNd6pB=0Da! z==kXca{vkada-L(h!p+j6GKof*w40yWOh=xpTow+g4T7f$&q9Xr7G(A$^gr*Rb&eT zEMZopv=y}*O360&2Jlf?Md4E4s@-;Ey#$}g7z+lvc;Zq^RaDhqeKBUgBoj>KwwT)9 zxtc(Dt72cOqHO~y6NMYC2m&~Y&;V$igiuVdA7wXdVb*tCr!k6Jxb+w3#Y6%Kp!7w~ zsJ4}jPO7?CI4G@xlxiCu6$VqK>k>ASgsL7XS3imoRAvFYwHGl>7J-qK2UG_sj;R+z*U`$d_hnM(74kcgs zHMB}Q;1tmRtEgANIQ<<+ZM?W(T+nV%rFt@UDSHcxIBqsJzH5igR_dRloGmY6#I5_F zWYNk2uH_ykMn?izl3ks(G?x3m=l7R(XXaR|6Cs<7XpDsizCF-$a91mS&ljdTBlF{H zaCGA)9eQZwH_x7u*y3c(hIUmoUQI3^MZ^5!V9%VSivx(Z1ds|amssGzJXQyEQV3w< z+KBg6D!(yfz-fN~ULw$laU`0NXmrreiU1PE!0W$?aWZdH>+x*YHkZjN-h4mRk5*+q;5461V>8M}JOaA~glN9DkF8e*BjP z{&et+GBZuG?hCja7hR%kK91A2=X!GjBq{S#C-ir%37*6$Y5E>3+zw{MY3t}@(fNgkgD*0wT9)q5-V_#z) zi`~vzD*9Fk?+Rg2%NjG_D@~nL({Bl2jrB{;+5RpNH;Wz>K9|72PGu4%1HCn1RM64{ zH=#}f0^Vn_Mdjoz_{bM+DCG3hr|HIcPVRF0Pf24}i(wRkBN>}X@JDm=)j{0|1o37yHrLl}6mT}ow zQ@4+7;Q!&ijL9BnJjxF_6*f&8#cRk~@pf7+rmN#Indj>ERznvScP^k^qut}3eol2i z)Yqt4y>A9s3aD~_xS#!5FWGB=8iE>qU@lEM&IwKux6H$UW06GKw~iDfR{|b0%&DtX zg`aFT(AUwPwh6OYHCZPBKJ!ah{IQY!S)?lvrYT1eqk|C8;Q#MyfmxEKnnkmba%NSJ zJ5qT0b8SraprvN~5pF=dY9$SSHM& z{bbKrZQXKPS`i18_JBp%%UQ0GT{9y|DHDCRxHq*B&WcD3KgSJ`koaX8Wzw) zW-zf#kzp&8L1Z_S+1$|)i|yP8jG#k|YxMg?fHPe$)mRtKc2FCw`Yo(;rXqZY3EToh z&$sMu&eldD!Yfwbo19;RVu;%)%Zh;j?8@w^OCpxM%UF_jMqpSS!a+W}xlh zq+OpnLp7{F4-iX01&6>0@NuZNhooRf;^w0jPfH|d%1z-@ijQPbxJ5*H=mIR&`4^`+7{0*<)P0N zC(hwy8#OM$?C2QMe95(L{hr!VVhxy5wr%a#5QJKM=XL9vLB2#6lmE|pD8RIRo%UX( zF`zb>CA3P3*En$AbZ_dKtS*kHGdxojb#cg5b7Qj4>fy7-066BmtAKUcN=}%a6zhej z*E#%~#l>}UGdH%jK9e03If8leyqU5n3~Fefb!B42wWJPr1{FW$y4vYtaFyxlmj)Bz zK)otOSAF3o?R`z+tNc#msM(+f`jJuVe$Z!Q5I_$x1rU>D{TD63zNOAePp&PM7vXn(P^2P1r(+S_}>w=m8J*oIZgegs^$i&(VEKoo0xOU!Ts3UV?Nj z+ltScor+imG_NFtnkTPbY%aI{VEf(&u)z#`DR6T87R;AR3f_0veosm=Zl9jQ z?YsA=mF;{ngY`JTZ~y+kfbYNkHk_PXBSBZp>Y)NKf&jKU7O6MJ|Rd;)oLN-zN z27`-Q;|tTTOGyada}3~CUzc`B#Zy1nl}VY{rQ0y@Ccc_>A<&>(%NS$eA4^bGKdBsC z`5@mc#;+w)91T6{QC7%xKHI*d!j0zQb|vOC4#fKUvUSt*s{CA zssQ|hv4`*Ox%NIu8N&3$#=!!h+s!ore_Y9+gzgyG2SfkFYVYG$d`szn9iJUG?WXW(^>o6}>12&Op*nPqLb zw|KZ8tP6&$OBIns)&L6(wgfz2U~0S2%8Vp|l%>5XvUsVB%WR@GQH5=10jw|?i5-W& zb>B0y1OtEU{(|cZTUVlvgp?GZs9}3_GC41~97ap_{QYh3#dVKNzai6eaJTAg?k#r2 zFy>NW(Qy*$Q=OJj|E}kRvN18}$E^JzK#^Ji3h)zmwKDfVJh-0O%FLll3AGv^j4SF4<#{?*1TP@!NyQ}qpQgwk+Jzm}Hg z06h#;r)RZGf(~Q*yT0yB{EpP*Wuy?T)mAx*z)K$hx>rh#2ZreXP@~=o?a6{3tH0Pl z9t$x8?0`~dD0x<%YL4VhW+~g@kwB6BWX4=k-6E8f*aAnFeVQC}KCp(c9&WXmIn@#d ztsC=D)FSQ*-qvUoX8{g;T&0xjgSkkLgCAO7qR+4049sDb0aG_Tg$1mc5_^^;$4>O7 zLl8TvfQr4-boCzA5FNVQRX~F#P_RaA(NW`P!~WL47Y_urF2CUuMykYBChBBZqc(fV-vMll^90n1&#Qqp|GdKX{2A=` zYjb?Z{hmHmr2by}taFAw9SA)_oHVsQ;^>LNZCaQu7mybV7%_;%7C_q-QSehR1XhBQ zwSJUQV>1->@@?(*se$h3i0XE!wa#t>!)7h5%&M)&BF=Xcu9Bkr8gxHEodXR_IZB== z8zX?!$6gJt_;9cfgUj(gqT5#PDZk*X`1 z!IXtjCD}CkD#XMfnj-!jYyOO;${<8O2tE>cCb6VL(4)o`XX(Wp?3%Vcr2j=wu)6(X zCxGup`n{>pGvf94bcki_)&>_Fo|k?Qif)x!L_+u7sRmHW98mArCiu(gN|!y%Tyn?h zFZ+26=rzPi5&>y9@FW3J97j7HlGZdHEc|#&vxA-$u z+STOE$qkr;lgHcvj?Xy`6~6z$hw!yee+KTfEj+t;2J`hf{PNen2|xbnPhnjP{N3O9 zPvKexc<;$0=yzL4i#ar1L+$?7kIzYkf0Q8d_MLlhw7_1{TR6UV4}SX}|L^dfcix7Y zTex}c6kfV_AGVL)r|0Ur24?dX_Pd7a8fP6BT-`Xm4X1bRLesHYcbSYo*m-q0EAbFa zA)9?zx|f`P5`xD(HN?JHLbkhFkXm9Z%?ZoSHA9LzkykFmbnsW5sATh`*R`xaFf&2R zthf$#oMbyII1gretP0d!!Ggs>g%723N47`M;3Sklgh#&gI_hH?7_Zqr2toNF`ypOS z0TYjG%{jKyg-HfkeH|I9U;52xnCz=b4QCDFDhLsCkHxWBvj$6f_%wjlx~pXrX^H)p4C z13Pfc=VZe>ME)91{f*RamqBL)=$=-9=SzV%0pMKMn6}@ozEPDu^Ge&n6V!C7nS{>b zxYPqbLeCXcD!)?!e*XF`_~XqJIHy{FE{#GpbhKaCT2EW7i99<2kpnl_H7}y#@0!jQ zE4icHYEZo&KTUxk`+f9@!9}t$;Kh3S!DiRbQ4O{fu%RwyO=H?WbSAb9X$FwGJ=%L= zjxqCVWcHUehLe3*595WfUOhW?u(n+n=(5;d*mI`o;UL8!C#Ht$ROu>4?1ym-Aa&eN ziCJ*q8S^1Gq{Yz=dlU4ldX53uHIlO6Dy#e#>1aa2bEwxc4$O`&R(C-xvmq7pu{{at z#!o>%Gp+h1fJ!NDmy{KdWbY8Ofy$LU;jAs>YsmN?juo;>FhQsZCiA&U=5p2&=mqLm zD_cz1k7IRUp;l`PCLpoJ>slxD{O>-n@Dg47xyZE`3*E4$A- zHlSnXs=~s~PBxklKxsQ@x;Y^j)HPt-Q!R^F2zofI(;)|ZC=w9VNex>Pv8!0s2Bx6y zi>4%XfU~Q;68bMSn@Wu<>?AiT;v>P5PN&ibt(S19muV(7Ty88QT4lzZ5WZsd*9DXf zQ3K^TN!@bDa0FDq>u=dmsS~44hJV&gfC2~!9OX2JQx8H_gU1C`q7%eVU_E@{vT=!a ziF!rq0auE4KeFG=QtO4zj=sM#En>HY=^4+ef>{hQOi(s`FW(%xsW7XBEu{(?a71D^ zYgm_oYJ9ODEQ)iXanIeHdT?Ve;cO0kp3p5*aK;Ku6~C<>#|}I-Fpzhz+JagVpR+J4jLhSu6+; zaHBEK4tSf#!x-1zO@d~$1xWud71nz^yxD4yox+Q=79PI)E@>JxM>FUaGuW=qpTeLaO?Ul_;^J`ejxAHutjKY-<|BMk^_!-&8t_Wxck7sN_AI+_!} zFz$QP`kBPZ^$MUdh>T{*yk!wE)3Q6w&gHu3lpC!g|SgOs)?6PjqYUM zC#`GMRjR)$S)<~<(4~DcDT#`Vn^5Cy8S{A4YHSxyxK4qOq_P>D$RZ9YbTdQj@u8+vd z)1x~xK=70O1^h41-iM!&k~`G*LBZl3imr|$Y%?=p8>x{$D+Am}9sCcc_u(I2d<5UY zq(m_WI|s~SKmY2{b@(r@--GXN&fy=dAHsR?5v)ENvVi}^2JwZ|z<+-89{fVh@N=j4 z;kO>W4_oYeo;b)MDs$mJewrDNj9Y_I5L{O+81bXM+#%Chn#N>ZpFlMZiuZjl1|~@| zs!n1z$=0(!fHZUz8U@LiW9GUMeE}@zLIF<{z#PyAQmq&huhaDy)>}yT>%P!GlUawj zMLa1Ozfyu}fNcKFRg4}5q_n^M$RfK}fN0KaNfwz9$eIg@wNiUL&~juii^)(ugQI61 zt-C?WzN@rS9K%~mHhRyZ@G)8IWnghE>~FH*J?=Blf5PzNiOxaLSy=@7eMfvl?4ST) zDU*%~KI9{ns>C(qhO7D?S0tjGNi$`F)3X&}vnDB%Y(&dLc|hV@ponIhvvl8Qm%OeNtKH3K~xq;cy3CyqGBw7wS2-~x#=vVA()AEY%`CJP-y=F^ZjBC@4@#qp2xe$SQnh7W&Ym?+9Qj}`)bsPgEkl42 zTAGQGuhVoh*rQk&r`{xZuLi<^&4*`<0Gy@?>MB`utLos%#D0=wB%QG7HRe^pLj}4H z9L>1NA=JPU@Q4Vv^vU+NlZtANbhwS8&%g(!xBK%zOb-cleXN?69{|PF&d;E(RvegB z7E~iu>FSIQ0=6JirdZdlu~i_2chGe$6Pq(!zkLT@{@fQxY!O*TKl#oMcI%am&9ufb zIDIKyGTza9()~I+x(2sidIg5Iql0>leVrdaqyx!nNFZh{QY7k5?E6$$6Kt*{!vd75 zjE6-)r1ehP+R7<>9+afuKt#aDgNq2Mc_3M(NtJz69I|W(KFE4Jms2X#YF#X#Qp0q~ zR7ss@nm7ygZ%^9?$Ay1K1(-ZI6sJ|rE$xP)z)?Q<9EmXx1wOhshuxxq8z(oQv~$>Q zw(#oxmuPH0e(NpRtS=xDO}`RYzbBv*1K*L(LuC8ixqX+M3l!|dP6c1QeH;F(zxf-` zF6Z#2S3d(!K6(Iuaq)zJ+v96@VBYY0KxJ*5E2R1(@PPL7z4zXQv$JRPd|b|QX|YYe zED2@{%IM%;8?AwnTY=coBl(V++{RjpioZhTgPMh{I^Km_H5nU99jG)t%dZF?V=0Z+ z7FWB5ho|J=rO}ky<2tc`PzNIftA0;c>}T*Ik=Br$R#Qe^_41*^0rvpieHl+4xaG`g z>SV`#qH|=g$*p@F@h3p{_cGv95mp<&Y^=`{x0L)qa?*Gr_DY zzV!PAf&gQ!-nMrF2Pk;$^XZ;eL_89fIwM0=LQ(iYwht zw!~~9TszpX@E@;Nu)uK|3+%O)Ub4}kewplwm%9%B`@1i~r*;?c+{<5p|L%?Nz%F-I zcA)E`rNI9he0sc~xx5b<-ok4)Qo3Sdl6Z2Du`}XCHUyov_gsj&%RsIWS%FHpayZ1Oi9?i z>L}XDR)d#w)t8qPC9?|$4yIiP#CMgwNDElBXd-y7k5JjKjM@}Ql0VwQlC=YPJs54i z>hx99K`6p>ao@|e+A@R*HCCK+YZ>A!QW^rL8=<4^B@$j=pXBeR*gs)d90+KthDTB# z*KNR|aj6Fx{S;>0xGQ?U@LoyRr5MdpExeafW7J$~DQ+&<78CcVB!e_;Q`-`wRMpVa z)zXgQPAGcgFFdlSiXdjZIVJ=sp)e)coU8|fbv6-=;;-V$+oeLcU%~o<6|GU7bHsKf zb%16pQctZy8~m7i8Cc7<){r^MzKE4h2a;{ZKn~iDo}b*3!UPddNfK}(1qj8?SWSJT1=>i4ft2BOO$0pwP>Q*Vu!-|YhD-#c zxtKs-Qdk#dSebznom zwu5`w7?}bPA@RU~t*J&nI8a-n6=9PqtOV{Q>)HA$2Sg*E84QgVSvLu+RL>w9G7yX= z3t|n)Gb19{ZHPBHkD=EzK+H#kH6&vfjT4o^HPV#;bZy6WY)t8!JXwhbO&JYtsYg;# z2U~+#4+E$MUZ{0Q!WOd3rh!SiW|Hky6~@_b&fw#BUZL~2j@Dxl$&wPW_ECNvV3Iey)0^Q;Wme+5>Cr=-fmV>^k?(HIF z0wpVRM3l?TCT9i>)ZQs`#c1gwAc!C?g0OvtEsj4$Lj{&yf@RBex!m)dFY$?r%5KXz4{=M4EI;cr2)v*yVq7qz^%vIB5&@r%j>#R5EFh+lTKV9YEH~O16&FoG(HErt7v~&Hm!52Q@X~V&%IFUbI^ZMZ z(vzs@fK<&U890V9ZEK`qU zS&w?ISS+SY9$`VK{m?pBa{SaKFdM_y$JgwL#aKlH$JlzXY5>82r+M(}x_Ef7=hGmGD# z=Sm8`rUCMXyNZ%^Rgcvb$E$8eIjd4t&|4_7nkm(H3*btclv&m(&=+AEO;nU3Y+46) zB!xzMX4v-3#3Mh_*>Od}Z}mYy#B((s%oYp_2!P_jXnT-(7tN0{o5C2~E(IR0 zp262=NAS-cf52sWK~KTF{#4=FFu=)T2J@!CYBjQIxzrq6*1CG;n-f3Q!J4AMAWZzBM51>Ad`rBNhGmNSUP^49!tJ^2-C}#d}&_+NU&Et8N0SI97Kd!ITZ&i6-@}0a28H8xpq5)L?!L>itt-i^knE91fjGTp~e(Jd60BRt{P1=MiLgA@;zIwYC}o zV3V<}${CBvyf`)X@4p;k0r0h|V>AK0m9Z3k17-6XsF=7dW#Nuuh^@8K;Vf6ysz}me zz6ztBk|Cra<7FZcT45H0@`yD(r{0>hfU48OLjKO`ZCC|y)G(75MHXkRj3NT)bY&gb z5;MXW$YYTxIa;1cwV*(yl0;gxuWDBDL4Urao_xsOc+J0W79HELBTV4N`pt`Z z>B~S4xy}k=Ub(u%9}%`TAW(Y02C9v<_NR9TJz4Ff1-*&0YfWfZqxH||gg0sc#yT+$ zD!P?JOAnA>Cr1}cof8YBL%D*LPl(t}om!uwfuZ_9YC)%YWzEJk5S^qdSs=-=r=a+(s5FYO98i*N zdFc0Rz?zdP!wWwpxin@L!>#wo0_>IKg%-MfCv@Z**vonk(99@1&@M&^<`6L$76|dd zA+@kp4*u=g1?(>mXHs0CRya#a}MB(?h>vQ<%r$6ELLqkt}mqC~( z)j+%mtsLxjnHzm(5Bl9|PMDx_aA|#51R?z7Q&vb|mQ*+1kui?{VcQ}UihOu+2C3iL ze%6Y+60(xE|Kc=Gz%>=*tO4;BL7&`GCYQ^lG6BI9a8fpt&ru$O0`soI(XzsRn@9to zNQ+ZPUJx@K?>0v;rhqzKjQFj3Q79UOuQr34=YSQyFV<20C8zqBA z%p+Bit|RqZA4y%9hiD*xX3FZ&pG8Mrt)^vv#Tm^(C|2zt1%Ra(up`tY`Q1zzas1pK zDWZ7hh+~stpcE*fN^|d%QoRe)|5Y=kurrJ;^&XwCpuuww6|BdeD3{d9083h=v~}@Z|ARIA5Q`ZKV9a^ERx`pVBzCiv`@A9}&ofB8^no zhYlWe4CX+B^UVf6e)Nd`ZJiL*ehHAM^^@wTk+|xmOq2#^;mp;LKmc(Nh$)Ax#^LS- z+p}4~ZeEX?fi6bJ_OsJrE2qIvU!yv>BqC+mYSiUCmB2e|5NfBL`$ay})$R+)Z3<|X zD%cKvMqL9vcpIy#86^dZl*y%jh}|iSwE)`64m2$R00CM&P^oD;KMLM9TD}8JE3L*9 z^kc9&@I?+MYLa<3P$w$QCr|u@chK@Y8#}q7CNFdi3@VB&;7Jqw9;nGW*Qh59ff1sQ z;AhX2t*Kc~)$FOlkR;$Kb~2FB7zHdGb?{BtAtG<%4 zwgTJ6GQgngRjHrZeilLp`%>odq)h2Bai;6nl8FB8>ArJokRY%Z&4&il<s0GbBx9Kl9$TN)18R@iyp^c8z$BRiin68PYPqs^651 zIe=fSY%do0ry|!z`YnP}LZAp$r4X7|C18Tw3JP6Fsj-$l(Q~_|!mQ0)Kc@@nAfHy2 zdKqjOT6Kh#7FIRD21v%~01?jf(7#k~i=xk-!+*gYW6G}~(43iULgtp4B1{$Le%rR+ z-0*>aPj_sUtQ(MsTejfd95r3Lwn*HV+cPH@i&BSI+q#q_*}cR)lXpiwEH`BJg7wxg_S`+{Y_HZ!a9GZ>Lxm@Z$xhWYcAn_%)y z`+Th34dW}Vf3P{rdWY)$RqB-+YfUs}?`PfSN^Sed?hZ~D){qRSw2FZo%U>i_GM61x zeQcn5%O#teII}{JAFb5@zh^6%_@Z`7t*vH+3KG8t7?al^T&2LTAV@^+(E;47H?ZIC z#aH0PH4tO1T3sNr2e>vc47ltoeGh8iMPg9Jez#r`^v78;5IM1ZEG9%IwCPk}yWhd% z^#$ZE!}jTll$8niu3QR4J${jzKT2O{0Rehd&u%KLb}QIE>EXkN51|efj*qXw#p(>o zFu=ZT;OTw?uw2067?~3-)L}#CKQ4;ddc=NZ17%BQq~Kr+`$yX^r)t$URF+YcdBK4|D{U&ZjWAfLW8_6tIm6iD)$BV!IIsP1 zc4Gq$xWqFT0*lUcjifUaD%^M8ym@ju8E6;A9iqLkL}dJ#`x1CnJtf*&s)zqXC|dk_EVKotq-p(&;TL^mWR&urVQ|~-@uo;4nEnO6I;N> z+5iRyFOUt{6lQ#qzgalr9=CE5fnud$;~XAC2dDER*ly0@&W#(;KK{@;|A2rAl5!Vt ziv0@q#fzT<5j!RE}ZMO1f_mCX^V6xLw~!Q&B(T5Ta_6CzB!w31S0C3s{;QKOmY^XvxLm} z%UObK=t_XZINb^Id1aGo>1(uX5ZEuGv7qhmv|QG*J}F#1O|D(FwcX_A?%qRaBm4jLOYLB^FF*p9cwWxhmfHvlTM)DT#2~~ribX-iY6RBVW?msRA+D` zcaA5o(PFTkQYW>*1^oDm2&%Ty!cEzlQZ*|4T36`?g&ek!#tpfKi>84^BdUX?rx(Eu zKu*^}1m)ytVr?YTJe!hWUpT7*O4Ur7g{^kYSe&_rzx>(_S7CE4eo2N3-dJt&e>C3OuKd2SX}YW%yw zxau+DTQ`X5SRrL;7tOh5UWgLk7OAHeO^8ovh5QWhLNrf1;R?_4i46P zcM`}cg*%70sUo-uET$41Id!I?dfjhQfaou)bJGJtG7?_PnXSx1o#H9kW*S6$-Ie$0 z*0)rUBbEkLTj##6Y-&Kub+mC1UvEsV=&#hX8s2Mteh$Oxf)#Uq1= z$8?=4;HT6_q@b6gD!_@@FicVBK_aVKq|AfY7gqz&HUXs*u1cv|tbPm)sdlS0b5Fuogr~HWUoWAs$(YXmkp6-uR9vh)I=t zjo$*uq1WV3Ezwx8NhdAXrnPlU+Ulp_JZM9vfVI6V9jf~Kks68g70@cp5= zLlXdzT267iIljJBnl{#Jq#*W8OvKmrvz;eODxf6Sjapw@)VV4hC)B{EUx^BMI0 z%;Hmvof?bRC2%`uL5mn`XPq_HZ_{E_&X!|;&Q~yz z?K{$>!C#yote{^Uuq_EOZk48Wy{(qKAlPJT0N-QJ|0TBDZI8VG%2%P5n}H`6HD@|v z{7>(LqiHiiKn&(n;y>O3Jzn;;FLHY8=MZwBU`)_f&QTku?*)ph^?AOJ~3K~zL^5I2A7gv#KLfs9>z08(MsmvmBP*Ggxn z39AJKV5mkBL#r@^_768Tcp9{Y01_R1F|~dP0E`|MHhdVVr6O|C2@JaptWgD3cIOmP z)r6wLgTrTsLRct^U6D?Ss`NAyRmDWS`cPHeC-m1Vj^&`j-dAEe zHmRM{d`+N$5E&9+0cN9Ww_>|o?+2^K<1bMFYR@srx`rr66Mmsvg0@;HT}|mN5>V^Y z(?n1GzB)1xP{9qBBv~4aTdN8GINQuruSgRcr8vNlt#acPl1@-&y_Kw>jrNquZ1t2< zSUY#JdVZ8WQLPPOiogS?$RY<-Ow-TOauEcN;x6=D8)WNRYfZ>JO$bq0b5#;;XA$^r zRf9MQMq?1A&b1|Dq9E8+U{B{I=Z+g zn~FT9iP%?Z%v`Et3v=B;?goLL8>3^?MC z?alQX;FAKD6w?f4N^ldD4q%C6kjOR^?vrdhodc`GBk2eX^lt@V@i~nI+zKz7cGg;tAI6KVfT-?mq*lF={?bPFOow@=p8+3Wd$%UQXm$2InutOc3o>R*nfl>VbSqBFX?!j3q@aI4K5iE|5VR>|i&(3f|z;r_Z z0ku>xP)Fgd4ihSFXGqCcPM>*9rjppGet8JX<2xJ_mjQ0h&!7!kU%yn%gQvY6o3zpn zf%WGLVix51{waLw*M1$wvBBl}3wZS2ThNA`CE!hyew**E!LnPA6!bFuBV-CgYOq)= z;o$fljaa?8Jg4aj5P-iVXTH$rVfjt~>O6?lDEKxkkoq~X4M$`b;`J-#U+Lz_eP%YF zYbn29`z<@Ke`dOV^37#8Z7l&|P)Q2|t)0Yr3V0=H^C6H6c|s^im1V970dsr-y@*t4 zf3ykQ+PK!p1N1;Xn)Mc-JB>Bw2ZwOy-YMyEJbnBjt${w$BsxtUCH+~ni{iU^vSmQS z^fW@AFW~O!D>U}<^6CsedgpCv8FMBF+TB@BAtCjA-j-HACQIP1ex7XG;Suz!LpVQw z0RtsXlExbN9#_t<&_F7Sz2ZIaPtYgN=PN#+*b+pVULB0PQKYza9c8M99uE9Fio1@5 z3qhiDGmR-Db2C9dM^U^PgT{@g18Mt-v1n;{Ll50zP6_j@pTqk4T3WKar(B{%w&k^1 zJgE1L)#GltpduN9%Q$ivhAscDfJsf_zARI9;!q>d=NH*#;GbjXo}OV(I%28gGSE0| zNOMQ82d{5~iny)9B4_jWkqu{H&34{?hperen+w?D^rou$hDRuoAvDQh zq#!p57F)CGuomzv*?~QoHq|B*QCv{{8dbnA)fDpy2qr+e!idkejFhxu;fLC4T9u*! z&s6IW;OTag(`W2xEBMO3H3ndn5q+5WV{6(dYZ5%TwZ2MmF^gcM{GOsK1|ng8%e6pa zQ&KC(?QH3#U$JdB+Ho+y^zye#lIUwbLbkf&tf|Y53oiYfitK)hGU+&ceVhm z$B{P5QhKF3e4^qQ5Jed*c>tTIXo#5|v}91%YVL8xfgrb2Wq;#FnzWCqvf(3ktsntCr47i$`2M(3rqCwh>bja1XONlM3T zetz_Gl$x)7S#9r`X>zY(ouDm5Mp={l&B{~(v$r+$=aJq?3tAF;iKyDiSUS+>-6AMr zHgRt?RW!|B!+&Kl&7OXaKs^da?KTA{CCC8l9nWG0Nt`x?Db3pvfnRQ?+7%F?)xhaeZ0Fy7Q=szacz%jJqmvV1tfSwr4P( zXCigaXLDN9c)~5O)MujhIVZUL%0oE))aPNl+rhZKf!%h?v!6p(KoiiI)xR6G$w`9= z_!=uK)GIk(z<>Oo{1f=|79jCU|z1?(^B>Bx< zs<4&YeDKOc`23f?0n5b--u}t=;r+LMKxf{0WsJDOm zeJGo2{>{u{iq+yBrzPXMlsZsLPZG8ICbJ7ra{|`}1L{JpE?hZYWEQm~7(|2%jqMlV z9buzJB47ydEy2a_oxb`yeEmQChw!P-f0aJ}oB#HIfw%ttyBO@6z*V%-v8p+tLENg~ z@#oAIOZe<>dYC zE5HPJE!Z|&G4bzau-R;F-zJ-K#Mgl~SQEsiu|19xKRATL(}ysm4uIgpdxi7-%_%1wu_Ay*N+QMdiL%s*37|^B*>^rtr5*o(I123yc z+oXs9k_Oaa@)du7|Gk>p;-tcOoKIql;O^#zGa(U7f+tr^ z`oFdY@KEZRvjrg;+B@6MXV&YNP-uz;5Tjg+qK`UYUTW}{!mX^@k$2u$q- zZB6eR%=A~O*jt4_=}8F<^8qXlj(8K})B`kN+HC@8ondw>X!4;I7Y!u5O#Yr{k z_0&O(Nt}!IHVRECiO^za*Xxwi$B=i=UX??h?t!A*w?MSTL!R&pr$Fnri$iZ z6B+EODYHZVjG7Q3g!bQg3D4XygQRnk=s&7JE#}mwg@FW7ic7K{KVk&YJM^?4NaFxC z0xBk=88%xEBzKjQHmraUEt~}CxSwtuxT-~oD(q~AGmaA+q>=*QxCDta(kP|TTQGus zgJ8eGTAtXx&@~%KH+?c5ylNoJe$lE0SYepWXfi;h>)r{#%e|>s-Bc}`WIegbl6_3_ z7lhVl*rK>$bGz!IN?_*&J@WuEp`NXIVRRzpU(%)>hD}{C)rHg_H zhc$rbS66U@qtRY_2(x)V1<9>npzE zE|EW^A+AM6xQW~iGIS77R~-*x49XYNYZ)lhd!cxu@=#FI2MVCC7Jul;W%vGmT-84N z&+u$LeE1N)^u=F?ho5=_cHH0O7hRC>La`{-p*o-FV!~UcTv~kmD30C`YZS0 z-tiosW~`PwC71zAnG6ES+nF>`jcY4aShTBJl)=FN@aOE><1M=@xqNkiC->H*lWifFO+-pI*sma8r#p)1FUwaJ>?mVFQ ze0TW?tk0UYYmVAOo?OpCV~`Ye&0dnY+x=qVk5gzCGkA9P1U`8DHe6j@(0Qt2FVv>k zw2C(MY5U2&i}=0-DcJkEmEcF9N2jaoZN6sASt$k;jn?Eno9|mI@QiRPUP|G&JpOe= z##`~CUwKJx&_=u7E(Zp#O--4eeTAAJ6Uvg@lE zg5DJEAyQ;DebexM<_VG>ZWRsyrR{MK2+~qo?U?3)LPsM%1Vj!OT~A0|9)u=d!+dX> zBkm7R4;@{F(nJ)PP(!LS<7Hr$BlQjoTO|*iUS!F?9*$JWSo`z$J*gywUTA-< z2ie-E)kUF?#`J9!9#Mfr-9SEvEuwD$r<_!TL&A@JnijCJDd|O2MU`bSdF+g;75nKu z7^^foVk3{t6Z%+X_H7@X&g4kDG07Z!jNVZzpEJS^mDE8f%{WF6D_whQZlFW*af3?F z^FB@&a!Q~y_XfG2!)&qOex5e6YA(x+TmLQ3Kj7*G(||I8RYjD`bJN71`?5M^gCy^b zYhl!h2JMRAHW9U~a%MV1^IS+plQbOEehm?gtHf=GJN zX5bYMO)B`a^?p6hnW*<$f|SjOHCZI4ZHa)4^mxZAy*?LBethIpL|em`B)64V1J%aA z89J_$736&>NeN6Kt-RC!g&^y8!Y{#In}QC_x82mZ>vhNdrhDEJX75+rPqLG!t48rA zrHE^i3-_0cxOo1FB^qT^?;+G<0br{HN}Zg8 zNpW0RN4NU2nc4Aw{hR-j04%(e>ziv5<89Jnqm|%7pgsG~BH-^_glTO}<=NMy0+$^n z#F(s{pP#{x|L)uH$wzO&^T!|is4*UWBJ0$6q@4gmO~;Ixy~vYm*Jp>%`t6_o2(B(( zP-XP#lczAC-Uk84Y!|g@L~Wsp^iGriWZ%>CO^Id6aCvqH@BQotu)cZ0XOxnDZuFkb zn4XX9osp6!w^t0Ta}uBA9O_Y`!UeVMXaR}E4z2aB6De8&@s#4vCMIwq0wHM%zG^&F z;e+?yfj|1+{}r4(xJMw|M{mDn#g?dSZRg3(m4XNs1x;+JeikOoKm7i8;NwT{z{#B> zc>LrElrrMmNkLozECwqOB;z7Yrfu^4$s_pT-~2hG`4YD0pHOn_ zwgiM(G)+h}zOB{cqIj=H*C*S%gR2+M$!0$6=5Ty)3~4*UuO8ile11m27YT|uZ`6W8mUgY+P;;j%O2pta%I{$RuEGpk@aj zuL-W^Klo3a5cKTPyRbfgMoHM!*;6TiM1T(z-w%rSaLZr6?28$I4K|xAc=F@}cy@6P z7iTYMLQU5?@pn=XZ2Q0K-^gN1ZUNkJM0Uu-e3RW~1sbqAIeL+{$+0B2xMV5-G_eJp zfLb8J(z-5{ga=iQe451DgGdlQ!+{5gEIPj101C)^kq9u0(x=Q5aN-R(t6YzV078;) zDu^`!N%fWko7*xYYa@V{1k*A0l|mW{4wD9o#O^uTWQpB?wd8Ot;tUyjvkbeNEwwq) z7}VUco&>c`aSWb%)XBmziac3Db(Daq{@_yi7L+G@sM&fZnkB$`=grE<$c356?3sR1K$`)XXJj2f@<{sC`yQ|0s~=q9W?OPN|7?w zalo)?tTf$^{H%+xLRt{%1DV%~&Dol$gVO0FIO*^`FmY}o94J-J`SB4|#t>|w?Ku@PQ!$||!B=aJ8nYGeyzQhlYY%bi zdNZZfBu-TwLlMf6240l{Z=Q~!0}f_HsS?JCjMT|3P0kD5i%k=qf@ykq>7Hannf2aI z7&k!=z#{x4XHN{aF?-wrD-9oiP^wReNWu9{=*MoS!-9B^@+}ZxzsEj+2Oydiks7Hq zM{Ox_XpN^EBo!~zz0sn`Y4bG_5GqSTsnQb~AVmdpcXqe!*WQXu>=vH4-LQq+FQA_< zVRy4*kv^}r$@1|;wGk!_U(2P^p7T7@2{m2d}h6;aix5jw=o_Ny_n#0F&% zP7?&bw%`aXpa=U5q$AU(RDEyJF_?HFeb9o!lje;o@K>%#jou2y0IB#4W4~m7ej)L~ z>qF&#+fRC~;}n53op8W3VDA*B5mB_(qQERCUFm`NT;G251fFl!aDQzRptUG$ z@5ufm@R~YUZ#HaqF?ksa9ISeH`1)(`(er2UlXu=B8+x=_!NGhEaCt+ceRt~()ZGS9 z4&dtQ3XYbCR1w9Q*Xu3QB@6gyMm=9mMWrO+#?KuPOd3@cpS1#Xj(AI+v~fFAGxm)2 zQcBz3t>jLg`L2xc?CiO$mjJO<*Qc1zZNkV;D_+jAO2AMY?cW*$r%MLB+RmZ zbY1l@Bxuvw(j4JoS_{MF7A`KH!J~J6K^1-kV4Ad=xt~ZPEZmsVj|B*dOGL~U-%VH( z5-pt{yj4fIV>Z)Wd2 zmdw6sw_d~5qmNiCqp=O|7$qa{WQQ6#+Vap+7*(fnjkk&JSM2pGNxPZ-EID%FEt(O| z_B_x8-sM%8r_7{H1PgUzV>q&xA{vOk8Z8R~!#E-_2hdYa=tS2k=@SkyjIio*@R`X) zLi`$=vPcF>o{`Cxg{jgcA$Dw?pCMA`!Qx{FO(tLoz+{hb3|{>%jOi2NO9&HXB+j5* z3K`Ocd1rkJdk*#8kU5EKLo8~3zFBl|x>TtMvt5s{+j0!ULVhy+t;i^4(~9CZ?@!V3n%&&QMWj$RKu2J0Exv;kV>v9r;xltlEeyY zK+we4YtY-1DyGtPRfLV7I3{B#BB*Dl%7Rq6;08Y1Ub98ZNpxLY#haC1)`|f=#=I)$$llPVU2Qw}zXWYcgQhH&@gfiefQX zwZpzn42p-5$6Voo(;ic*Hi7s4YtK_^PQ}x}-LFqfYXB<@Wd_R(#W^$@;fR7R%2?Pn zzZZoUtU82!XJRn1Dx>SmtOuDRE|s4_7#ltHBWGA096=(1r2)%HP)Ov_d%Sb&EKq8e z3^t#u-1g=Jhc9N|umkB2j^XhB1M17ezz_S#DvG=4bE@Dh4f*UURg-FmRo@r<4o%=p zN2^G`agyH5!+K_i}$j6+O>AZpKEZGPtHJ5rwRY)v&d(Gh*JGF6inAN|KO zU^#&6Q6vYLMhP@Bh>ajK3cw89#DAt{PCKj9rq^bsPy2zhxL9XavzVC9=LQR~=JdOT znKhy`-o%09&lo^zruSjVx*(FO$d1?CK|sD`EK=9lmgU5IZx9eInGlSe@HpPGRWDNG z^Qs(pE5>P$!-kehk9c-A1q6U4Y0_&tE3URdObcM~Ngfl#)siA{XO&)E{Eh9%(?FR1 z$bpyk*V&n@V4^&%;oy$kM#+X?!}k!k2q?xswgguJ+yR+yZnh$+I8f&xMR+(iUQ9lm zgMtE8$4fS_2_%}}PpN*PEzU7zw#~xwvD*^$VPYuh6djvN5pFHz-a zJKu)$>uXAA4vvmtv)z$UBeAb)6~CEbwmKkPAWYctv$jYf9tO4b3+Pf3s+zVNkTXX zfS9YD5DDQMR0XG0Lj&WG!lN2V%cx}$#1rt2`uj84)Lr--WdbEj!oh&933!SXBD)8^ zzmm8`Lw`R>kzknUT&Vw4hFPFW>m4<-#>{RTxu2igOF3yOy9y$YK?0DSh*2$5&tOuO zk!fg)vBwynY{!+WQAjSc#NbC2hoKeAB4D<$S(FtLl&RgctH01mLWU~XnsyR*G^xUm zLcO*J*)olp=43=67)=2}?r(v*Ef)vkK@+FcYRRR-?ew%!&p=hSZ5_OMlmv!xLQAXU zld`pSB_jpZR4u_3h!1RHw*{e`{E}a)#cqY#k5Cwl079NeQ;envaGd9GlowDo6~2D@ zS@`0A9b*6hAOJ~3K~!Hq{JB=B__HOp#2EE=PTwF6j#u&u-ptuzUfdUb(;`Mk=MaB; zCZl*yp@*aH0G^Zr%l;6S=>o>olQ7qVUi?d#QSETR{&sPKp6VR|a8sUI0umE1tWYZjh?BkSz z57zJV8e>wAqsghg0B~}RP`J_7R@F}OqM+?ajLXEHPc+UHUJu2iB-6DJh{<%Oc?2I= zUMI1p#!yyt6N{XZT{{B76>|g3_hw5-18eB?eJ5hoJe$7qh##0A98hmM1K8U7oLB@> z)#~ME?w{FsG!msu1_IKQnyQ6S5as_01CDXNX3G1F+VmD?kW&(WS}N?eBgJ;a&`Mg+ zR?IXB;OV}3;;C~I7JP{5MN}M8*h3RLqj?XC;(P8ztf`zWU?(BuIa2+57|IpwHe2XZ zAL<%n1s zqIjekP$a$x*n{@(Xtlo+V{ix6oV!fIO|UAkMam~W zdlFlzghbvsIfilILxczL`sRZBu3E8YnUW2Pl<|5Z{7BBZGBrO?>?b~b(h^WDDTxy| z73KEdljNZ>m4@j5rC7o*8`3M@lbN9)AP#>n8e$YLyMF#Lx3|4bP7M|$H%M?&3&pU#dn)(+L z)YPgcmhEuV4LV~=_(FLP4By*VK9Pbv$>~5YN;Iq}V0M}Orckp6jcRaDM_cX3ySZ7V>p;{%e zwPZj~3rS8DdxNGmE65O`{@TdM&%!<`(g&6js}LvfKqo$5A3>z+nVSkn{{~QNCbZ8Xsj`%Cq-zO`eZa(kX=SegPd%iU1sU3(t zoC@59^-^D9i9r+ANlNg&AHN0v`0M{ZeERSJcH1?bFC3%9>EY@qawc*q%j=fPC`DJA(J?Q!7H#iZY*h0;lud zlm~4)uyJi*E3azijfa^}K%gv)D*`A~fkD9o8(-T3@Zd`7dpqyemP`_fX?qnhP@sxt zg)+??IIrTnO7LaS(&Q+_ed~MNbq+wu@B)QjT{z@uItR`T%gq5(l`SUFZp zMx||3<*!nzP&=n~HW^6KTsT!L%)wKdXr-|+z(y#h#=uWWeonG;l!Eq!Gps=U>3&Z> zxG~k3l-g?=uU`rNwM&6F+B}9Z8BtjSDh6d{@f3+A!0wQwEKPID;u&c%!Ef{w;PVyD zW&GhAizVCz9(#s#-zCjc=jl7EZb4u&3huGIO@+T)U&H0eDf|x~{me$6rRF20iDi=; z{Ewe}2zOuoEc{}94!?VN4F6=&lb9nWDhGg-+f2GGNZsyQfjhG$^tr*sSl~P7PvGsN z`|y99KZ2`%E){mJey8Lsnp9|4SY2fTP;uo_#}GGLFMo{!hdH#OH8+;BcFyqgGw1~e z^_%g9T0?QrG?=o1|mz9 zA7gg3#mSz5in^+;a+jB+N{vbRY}QFDn+M-Eb~_Z{bd+}tFh*h;bF~EXfl<#)X23mF z|7;=UBI-=u6dYENv^iYw*8RW|yL>e$vW8mCq5kqcp;h^xGkv+y~eOH!~JSllT}lALr&G zLb}-kZ~=PnlKAiSM4C7YDJaiK+zSJ{>+4HsSB=ICCQ;j7%x5<8i&FK*d#YRF7%uJy zM#K`w5VjCZSpcm2LDyJb(}^HnCw<(SOvb(_U2#>UD1nlL?IoQg1Y^rmag>BwoC*cH z^CdvnyHiINz~)9o>pYl)7V0qgqhW-E0yj}DU7`*(5LFMa+^6NwL6=VrXOg*_!4lJ+ zetz*Bw!ioZELICRIl2Rz?V2k|p+c)vP;D(qI>rh7vUnd%fdx-y5>@PuPG5y?v82zv zdj1r)=Vu&1i8jH0&%K`q4Zq^3GMG3|4j?pZmf535LvyfAdzkgy=`;t?WaZCEP9?M| zz3t)H`TQhA7 z0uSmys<#zXOF}-uoJ6yk$}Nm%ahRaGEp9=7;#O=B9oY2jxA1PdZ}qJ5`na^CSHPum z)%;l}m;#cT*WOC#lLtR~k08B?lk@P>FWtwwVx2qw);qDyqF$A1$c73 zfnPm2AxeK0K#y9Vsw9duY7Mw|6hXhrHXTKR{`fDx1#i9kE}_DhB-}Yz!Azb}Ck7@< zAdVpL;mI)p#W<0Z9V;0KRu&E-2U!rjg{Nl7ME}Z$z1}_AZV4_#(EM znE_eE6Tdt=fdAs;6y7Wq)@?^N`7UtvcY#&SK0_Y3Ed%}V^91lO&Yr+GpS=SgAwyC@ zt)xCr3o8kpLWTeO>3i^7^8@%VPaeX_tXeFN+^d^mfK6l8CjtR8**_Plhacty-@JGV z&vP$KSWU)6Z%C@~UX*EOv*Q_{*s$+CX9)kRF;UinLei?fCcO#{X$4!$*wx!R(q1qe zj-KsK12D7ui!kQ1O-^y>H`Eq`&;ky&C-o$GT+^&r5GGm}*vXTrif;BvD$4&truB9^ zW%hvD&6F&JivU-WG26M5YQFSxrkumx1e@TL;yGxf@(Fn?WP=eTM$H*~(NI}$p{rcE zXwrs)8YN?P|6FUx2Q1l7HqL!=r=h3>Ar~@xAVp^$H^{L7vSxjpyuOdLoHfopr>ET+ z=F0lqvj+A|Ey&r6uYxeiOZJwZuU5wp%Yf*>WNTF$sNI?Yku3hcw;V!aJqEBxV{>Q> z;=n{tC~+BsGWQ@CHu9p^49WT}*if|8hn~*hpjwr_v?9(rb5JADP9kBKfvEnLsDKN( z=z31Z16pE|8ResqQWXY4M`$Lr&Vb!Z(!7^NfdTEoYhC*3L_r(TCR_)kd>*cru*wY%=REohN0x4P16*F56Vix|21h)hpbtQu zRHMOq|6>olqLJZ*#KUQcVV#I^B@6sxQk|?93Ip3TzXN%;Al2)e>oe-fCw1+`3XbpI zhr{E0uvi_FFyOe`!iVqt5H2szX|GwX8U#J?dCp@PE74Mt^~Ml;RKp!uEVjlL@CWPz zv?}9C79Q|t&pv^t&z}lt%42r|`*^ZeP9jWpZUC5;8+Mc>(^@_65-a&{VT2yIjRYAw zgLJMHp-L)SSNF481|7es>*WDqOfLCMcGwnja0l{y$;##^jY(viBGbd(PsbpN1KR(*iPe(*5GNW;TTsLL?TIqRuPLSw=1D94Ra&f? zQ0J12Eky;7p7>j63MCJrLi!vd9}I`3MMWggT5HD8pcFd$B?rk8xZ? z^`D^QOU(zkFSGNkl~uD0iRjFcjvMpZ7-PiGjBLK!`%l&{OOe9te44yo*VmHCuz!uQ5TE z{@fJWNEFD^Xs_9smUc^vHGD7VeF3B()Kx{K7%Tk^zJ72I-Y69om1n6F69k2eA;U#0 zu-J`oQ#09wdFD@i0tr5B4IUFi3ge5BMZ^R^N|v;8o5b^!;O$|6Z*Q;R)siU|M}Pzc z#vWf@5{R+D=}lOf>{y%NrX^T*J^Zu7yYNSw3;5n<1A|U-uozp_6x zZLoO9nYDTPYLA-@VHe(IYLj@q1%KqnHI6I{M^V|nCPFEr;&g7hyuQjk>e?$aGlf`p z4-1+^O`Zo$V|Ufn&~{E^?P!5io=s65470y2(rjb8^;&g$5i-z9=kdD&3&dnqBf#$#fXNu|`3b3eZGrslN}#viYpZIH zJ&LX7*L4ya*uQld%&n;7sv(BgVny)B#!gfJ@{-lnoIybd23U)MRLGtuK~&P+8AyAF z-XG5;{)}>*1j)BL^}aMIWYw1iRhXA9W^?J0t>nl@>YEt3>MttjB`k*We!0g;$6VHU3WjmH>4R$#PMzq^N}i zs#*=@%9~+%ArXj9@qpg@bHNFn}#=(udkN!mFE zxtbyY=UiJBEZGWQLPa!*)-@&<~s?6#yOLC7mr!X-44X#%CWFj|-5+D=<7ER;>Wf0jo_aQyHU zm>nEaVDO||!{*twj~CQ{D+uz$GcHeGn>Q@cGd4rxek-Id&v0gY&%wv;`a(v<1z<}j zcEr9KT}Rtl{E4b6T*K+MBt`^euuY;BB_1o#sO$lLRy#suAux%;2p(;Lu_~vUh-5)H zQa?LF&x?r{(i+V=5>@RA27w7i5&Kl<;^P~g;uzaQ0$)4?C<*3?*)pREv`s@%3QUAr z=3mpZ`^#wivGTC@lZjhTDzY>2#eDPCdbPa;L=TWwkt=8~y)d{mfv)0POjAPLb=V_% z{S$tkZgyt_@E+gm<+tizup87rKjUXMRy~01*Mbkzb?rN@f^1FjmF<5oXJ8CsXdWhs z7tIwO93OLn-vrL@MEGZ9|5*oYFX>^9{h+9*T`Ro(ZQ@z?Ooq8_DthcM47b-@Krww?rAHfoQ1 z=~=Nmh(S%B*92mjgpF}ey3myb>6Jx-lUM?^*Xq|HDae}aJ>uR~CXj+bO$r6p_Lvj` z4_T}~EUUCZ@-^0bQ-2UtIKuOBoAUD0HT@{{y(#Q_ZOP=IlqvjNB;|TMXgpHx6dGpEe!=~kA1=;%tTc5JOR9eGru#RpP_OQuZTuW zw)R%GT{tfC7iEP1{_;5-Dm5D`>j~hdal8x{8xo@9`>ycDdYMO2XzC-gze_-OLNv^GhH*Nu{X=+QGpG8Qj|0Gh? z;o2K`?CTHFZ;X9L=BhX4wZiyw7|@HRvDaFyp*)n-Tr0@etC`5KKIA&F;VJBteK5lR zYV1P#d#0Ehb30-Xp*XwP4;19J+^2F;uyr8JpiFJYbe|H`>#i)m+3jQdlY;}I%~22j zZU^h_mJvijbO)NJ$%mPd^lFJG%`1k^lR|R(m3lKUIM~(VJ(N1)1eoe!R2xCO-AU?} z(;joKa-u__-Vj8Sgbq6d1?MJo^%z>{`G}pRJsswBmSwG<>ieWq+eQo9>f{@&f+31R-dW`7zu%SP-`#M&X zuvan5>~5r~E|)7iEd1gaB1zju=-ut;Iy;-q*@;M-Dko?8w{%@31QxnK|D^Akr=gNX9vUh0cvaVsWktXU3NLvAuNfhG>&Wfpte0Ijf$*t>A zq>xBSpOpxbP@>gkVF67m?%VA(+&q5_{l%Q9^;hd_VHSXlq+&rS)%nQa;|4wWGXk|a zIAg#ay;8n=06`j|gfB(DC)>q6(5+__E<7Dzj2pr8L$G}~kYl6jMNo#Tc z)i>Zvzw#UK|NP(Iq=i?3E%4KBb8B;;tV~zGDdOSIThM(-47L^tvVt$7^L2f5L$->i zrX-`?t9XyuCV+|cicTI>XiX`lO8MmsCxkX23i2%+lR$~nnd^IBFRSb;9c}WxNm|xy zpGLD`chYqI-C28(BUJ_J-xdn#b{js&DhsIbEY~Y+LDliO*cW$#xs6F#i>}}VG4n^1g}0kg*Wb>!eY_G)%gpHB6nkf z9g32YKFbmo^A&yn;P?cdU7y3Ze)I$Q#iPdtT%(`8clR#La?hg-yXJdAZW%`a;(Z}K z5s7)2Tp-1=2bi>k=+pBAN_~-5>lJkN#uWoXzyU?I0}O6ut0r~RPg|!d?8? zqw3#y;Y&XZwp&(c+6@xaYn%~YXrWjVYS!L)i}J5GOYO zS*!5*egR*@_SXdPhr_`@}-*W{T|bmKb!h7E52-mkylp9^X0hSv@P2ykRVNg?R70wW;@oxc;LX=zT=a19^a+&f8^}X3ffhAXVgJiD z>?Nh42S}}gRj1_|N13->MEyEJGZC|1G!7t8h`SIZXz*LqaS$MpVJ4n!5_IbrISSNz znDrg?<|8#0Rh~Dy!FpEhOx9u>_xfg-ASY>i1;dUFa;pP<{>{zJWV1IDanvebvcu;U zdkLz95n_f=FCye%=3Q+a~pd!z?<3X?~;8ljEd$s4jA40!ax>`CK1uYbvPb0d*2>hTZxG z*6WRcdVC`^F0*%yfTsH+X&-ErDwB*Dt>Usxps*QmgFz?uJt2hIk88M-7nCFw7zn&T zP+{;1xW-)S?YV@?P&h04yhsha$pTe?`C>u8|D~^d8UE2X{vmw#Z~h%-JpgI6=TL0D z6on2IfHb9=C9uM-Z}^f6*_d z=EiS#Pr&7_@OOUBJ_QOtKR>u{Ypa8#oh~6bgr|IDvKS}ow;{qetn zAAIluz2{66)A8#IpZ@|W3&UW zRG7gl9IC^UMeij`ZN;`lb08u~vK_(Uq`CynUo%+{BVM_MXN>{ZF0zWQ6eJXQ@WlKj z+t~mi4Z4_ZLPeFTfivs=L`kU_Bu55_Iw7lTH@|=Nq1J|!+&je9Bu#AX(~JSF&%IhN zdI}9Cu__yd*QgydC25(Gx#22)oMp^r;nt^4`h;sqJnz0Hriv@uvK2qG8b~MI>prS1 zM$3^k1)=>6Alkp_<#`2dVq48&EZASK9>KZUUAQB)3=L zTqxr)X~LPg$iM}FYyb=0vuFl1VF@Oqz;i`@+09|wRXFJ86r)rbqlbp5s2En&b*u_kM1qBlEwJXKoYGs zNMS7;4AL_JIrEB68jm%1qH_~qjFhaUOYtmYUfMIr6UG5ENu%EtT?JhWd*$thH9D*S z03ZNKL_t(D>-$N^dZy|9TjC!rJCIGPjUiE+HV1A0V?v8xT!Ch>faW^M4xM@qfvlTe z4{MSXWrmez1)iwG+_LJIfevJ6=8IlGF|t?_U_b8a)v1z_^kNRPit_*q3}v8d9B2<| zPJ%=x>Se(ZZ%9|f2U1dDXILuCk#>idR>hQi47S{28heVPkWn8H|Pj<(FUr+KPSV8no_ z4&1|oL3R@bO*{Ou`PFfB$qswm6bVOc;7ADxuwmTt%tfhO(1;VHc*2~LXee6|BfK5Z z=NL)Rn~M;P)Jt>n>#Rb_YpNg%OlzDartOp97;Y%+y|!QlrWbDsJoiPbY9!w3Op+Yj zPh(Y-Qz~ls88{uF=gJ$2eu#He#z?P7ngll;XmTwFsd3WVDUBmg3K7K~>{=u!Bqxzz zyS^5M)amSBy+(3mFbZWX(G&whuSZunSC3#0SQYz4aE)Stth2(w)SQ*pg`f>pOlUk^ zV?!APr_`D&>p`EmO@@$wF=y`$<^H8+#t1)Wq>+QbBkL$>C{u<+pn!tW(x%aP7CC6e)h3Bm3>_fWLZo?fM_3X1+#J;vf0oa9Uh+$2y}M-+|E}Fwwpue;?VaK z`hE3aPk#2DkO|P(Yp0hO3Ivm{Y4Y~VK?Q45l=W(IhFdad-2v*r$KpT{6OZ0oXu`$m zjtr3<{lP)8J}4LWvRU?f614jB8I8ycRU|?7HF(y*RwKYHtPV{S3AD>R!A2{$cMc99 z4;whUK8Lp3!S!~-c0aS)Gq&~2`#AwU_g;Mke(>%)@Whx;`=+MVS0a5^&M6C>I61HYXhX zSu_SV`!t;%tpTZDT9ClBmUYW@;TE$qer`dHR z^NEShAdW)bZ8p4C=4%`zs4kr%F_35pv}Qmc-rL998+hg6oABf3k6~R0*kPBO5 zZkB{iXULmSnLGz#MEP`vwih$gGpWq#P))FA73uwl-|XkODG`9U-rUecfvdbG#(?f! zWl&^KY3+tvDE{P-YoUNBu?#ikQ7~S6@^w0g(6P1p+Kly5DRzx47%h~OYJa9gwXk+Wh{2lto=tmEn;sscKMTz%1PE3pOAVuI^Rz;)ExG86xL5~N zaKgNebfP4orty85i=AXGRGe1MpXO5PqxpS1qLn)k8Al2hD4PwGawYBK0BzPow_5RN zz3q>q{XW4OH8QRQ$X zK{BrjSj?d)lvz+e-?;JTvmW~8jKmudoh|Df(K@hs0-ZXNsM72JX8kb?yBiql8ML%x zP{1mMkx3v1PY!D}Bus>Ma9xC2#-m0$5!a}a{BfX#bOUl+V|nR@u?;TkK%+tgvF4F> zBMI5ydUNH#{qh0@eU=O8a>b$%tkKAh&4ODVT+?9Q0c%Z2fYzxc)Y9NmHS`WmjU&fwsH(emdno|6;wUNYIoTDh+3 zR2fO1Y^Nj)n@tCdPa_CsG4EDYO6uVFXn1T$h4uZJpR%ydWETe)a@@(tZdd22ZKlgVu0$G{}RisKh{NT0!HN zGl@V{v>oP<@rnbq0re>^;qu}WvnL$*wYcS`V5250vPb;8)4yxbjUiD#?`bZqe@009 z>3_0}6jasNTPA|9K>?e+s`?bDh&*7w0ZZzvMd~G=;oF+4m3s^&zujc}eUAufm3I=% zkvG)3y$TTVP_PfZq`g4~}INRi!n*9yV~XzM+;q2qM0B z@7{;SVh+Rll7ct%U!?7V>dmRJV))_+=JOS-7BdRQuc5&PTc?ESl)UrBba#|-2NZyI z)ay*j#;9eYqHZb4Xf_59rZw0-j4%Y0^8F?s%r+i zh6_v~$w=mO_c_|Ex3SJV=XY1!Rs_Rr^R|_B7aI1=*Db8K1O1XYPSB` zZ1GYusxXZ`)r32W;RYMh!dcf?#Ll;ZDPc4gg2UZ>4o3%vfXaexx3wt`6Wd~EI~WUX zyHapME8@gh>1cG_Rwt2U-xS)SmThTyKVXb8V0#^D_pn!`XJKnEd(C1FNp^%8KrOc< zG~M7=j_$&H7oWhvd;yD|lm3pX@_o2gxhL(_w&%*|PS!D(Vt=gmD@kX~+J~(aeYL&* zC+j#TQ@qbo3|!9Uu*nTJ;|R0rfGABCGhH7~inQgSlUB17#4pE@6G4pyb13@t#+DLx zmF(Ss)fmI3hwz-$7u!*gyBGFLHQ&I`q_9$G1CMohYi=C6PPrzb&@}n}Z6)Uj#OOogk zLPZ0b%XITd&-bp5(AAC*eoEY`2z-FfGzH#FRK+e-VIc7*aSA+dQF@FdFiMsT1@yIs z4Gn7aDkZa3l`|#crQ}xjMBkzl)g(ksZgQ~_{LJkQl(J<5jq{5|m<-XVEvax<7*VWv zo?&(G9=!V6>+til@4#%_QUa}ko%i_oAywyH10x83zC&X#*H5D@3NIc}vk*0-z3!|F|Mv%q@j<35sr~P{O{wr|j?kPNZ^gfIOKTi}g#Mk!1mY@Wq zvZzii#e4o5({<6TEU5pA_jIR$y(UWyr~=$9h)=QXKdD%mkx3eG_)Bt9?Fz0yQ?EY- z&{-t-btI5hI)h)a02V2Mib6LLuGAQV*JPwh3C~$JLzH}$bWvk#E%6+17Ufk(;7gsJ zC{fRpUe!2IFcHwk43bW-qj80E)c5y|Z-Ke{-o{3-@>+BvKw7q21A|iHaW^3B9`D|p zfVcr5k+UT~8&pYq7%j0aa@INMsYYAJr?AE`k*V1I-;gr`3jvBKU}KeZkYI)YIid2u zc=`y|XP?mXxLL2+b_qMc3Mlkkb#!G4lu@6A;go9!ET<_;h4tkb?HLAXGYK^%1E`V! z#hxH(vYY(C+k1M;4Oj)-M)j$)551Hi6^qy&blVs;V{&D&9Wm*T_mk}Znt;ZgQ?;ol zbdcLFwy*8{iDJFedGj7ATi+jSXPf^D( z>SOTC|I>f=`|y>oeii;>G>>j54&*(c^Jv2>*N<4X|x+gSj~@M0W&y2 zor>KS7JW}Xz3w(H6qqu+_WGMpHaC#VKuJ3GB2$e-`j1kc!+hRBx9DMha0FWv1}#m3 z=1dzWf=&Qn!8`_zuYT@JaPr!xVZKi&lwC62#y=P2NY7rj%4u z0xM^Q#9%S#UZe~wsvhh8==tPc*uGmrn)lR}xEt26Szj?wm{hz|&mW6zrm+7(7!k&B zsF8^SqH&a@sy8PF)i`cA2DCIK7;+ESIQfuFi~F^cVitT>lU8;)M(pI?N>-6kptugK zZA2y!$OIqtA)dI_i3SR^N%+lyZ)O0uHU${Un4EeW^4`96A*=WKD(5sHhQu!;hiT z#Dh`J80rC_f)kE=&H*`W#>m@a>qv~&1>r~fjqKA!@PmdB%c3AE>MgAdh*CkvAiNhp zBCJP}_`1;;(N45n3V~+`CV1==V`tfSQl!*BO0YWd7bJ?(uA7(uwLQhh%y`#cadC#bJ=PL}YW(sHkG>E7P%29R(eMnzWGH6kJRm@x$eCaX*((UML>ugmvDeC#TBm`2wpL z2QJ|0)7pPz;onIq7D+^0s`s>!A#N~ao;lWRlwR>oZEqQRWUzX--9p}m1E>NoSb3M% zATmAPtl{SA6L^O6XV%-$m&b<2H1@^7YjoFCI3nx<9>K+jugdrv(i%WjWeolc(g2yJ zV=AwaL7-Kkz3M;{2VCV~;iDIrNynAgqzBr}q!8RxHPr%f zXAfXdo6`nLQUM)oZMmjia|}8UkMGl;$HylypC7&%qLB|(x8(Z@ zn5#jRsRcc{-o#8gaO1^~HK>FdVje@aB!X@XG>oEUk?gY=JkSv$8ld)~%B!@(EPG5V zJ8=)$o{#sT{du~t1t=-iD>;13b*e`dfWSo;?WXp>^gKzuje)EzL1#5%-9oC>V<4Jl z3^0^p6h&vr`QEUz5I#DA&O6QGcsKyiuZ4_I0zHo++*reiPJ6HBlq^sATyO~mcFeRDR#u9UXBJCxstjIbu#Q3b{j#*)38>#vy^L6cvdgv3|0@%sl z-bYQ&&up=vy+`}vmrM`vss#dg3s@{y&O{)g(hJ(-paJDR8$my_xs94$2!!WnU3?6P z%a8Wq2o}Z_z%Vcg=-E|HL=B$NAUQ_qpi#Y~LS2I2`K_XG3p|Eb&N{7~=u^-h zmhp&KO~DpGKBw5;(y``9nrs`5I4Kyre|if4>3{yu;WJ zI+#L5NK@H~?M?Q4e0MgpiTIMElN0z4zWxtjary=U=s*ANx8cX%`4+2}ix6&&KKdp5 zO|jV=z6Vi#e!{YmyVPJdMs7ysm!A3T=Rqm)b85Xy-sXV+Kbyhb*WQFXr?0{C;22&! zdknw$@!tZJoxytsqM45o08lV&u)L^PeqLVs-k)VgdcZ5f!&Eq1xVDLPK_{=p1xv znL}k=V?o=Y`b=yC=^DBH!|NY8J5fz@7k)Ee&c5We!xLEV*0AhnFo!G&fcT(j_jNDI z6b73VCAOD^m32_16fra3vLI8 zFh4xv@r#h)>g+j`E7g%wsy)YcL}$)g24nCInFB~;M;0%hYfLt6r>HnwyU zNDjpteXS*wA<>T-9P!^&m}txbQ1(@;eqTITW2%Lr_pSbn3a{DYc96UaEEZ{05bLBs zOs%i``X>&d89RXS>}2A$TBP&5R6K9iTe71+(FlEtJK!CEGB1BE;U=(MtA2^mR4Md6CZ~#yZ+5YFlsA%AK`kLDZ*oFMw%T zY0=svjwB2uz?ngTd9 z=9#OjMS=_z0o-oZ^cKZv-^tfXRwziLOcKD!SLi)%*4v|oqY2Z19~*AGL3-uWWQ8u*_CB9hpA#Q zv|ybg&?6&oBvef)_YC=KxtP+10sixkmqK3nnaal#U^iavY>L?{zP3+M*I3NQ| zeTTzVSPU|^*9?^dFO}wC@*1+C>tHco(Bfa5KZEu93SN2r({ShHg!Vd8R`1<^1vZ;& zXmv*lv`ke57m-n8*n~NeRQZ#scs;lwnIxwAM4K8bPYbNQfvRc@2I0CP9Z*+W4Gqos zPT5wcL97DuXU;+^gdeWRA!DY*PCmO6+N%X|&3o1?=SW%=u$a_Dk?Ko>{K*jxf`rOg zkwh^GFcp&iDrdYCa54)J;y7ot84+{{C#3lp&7>5orc_2S1YQA@5vF~fpx~mnUDMYj z0g(GqRJb(19{PUHJQfc%R6y;EgB$=s2sDWGXr!HTw&Y=y?@jyXUG(Sb4B{&n5yX zV4C>Ft@YCSdleCfv+Ju3e(-mH2_O9Y`|yLm`|HVrLYulBiixaouGAR=1c4m{Lf4xc zSguxZcz6WQFU|%0Vu8Si5AH)6*E|jrtCZ5?%cI?dO5HI75UYGcDP}W@D$$3t!__M3 zHO?Jeo__$3-sLs>=}-QaK6eMKlfoc0Kg=TRq-<4LU7IXgD$PKgxO(+6-O1B^PD#Vk$^YUE+6YHSu1=8ZP6&kFyD$3np ztHtYYz79tZUx#kKgw5{4=8)Gg)yO*G!zk2!Ak+kvLuDDg*ROrytMHHi=|6|DKcRg3 z=H?kZef+-ZJ25!9*EeeZ++zt{FD?4i5Fe=h^*VAgwpR3UdJiD&Pad*);ih_cVej9~ zXRtUrgc(k(Le}PP&0>_H7{UOnShOsnVPVYz2`MD~vTj`mCl5~H{+qu7J0y&*ui^Pe z@55%;a$|&^S4p6ou?u`1%qN@ul$a{CzG3Wq`sSzL$=MlPUtZWVsZA?=DF6Tf!)^<6 z0^o`;%3 z3lr3{=c+&s8)J&ONh76jANNETwFThEgiXb3bR8VtJB5RLr%+N4b$0{L9=#83w>E(_ zu&tSFq_)NEdZa;djzHtqoCS+Hivu`1eHGGtNo#iX>|?mWX(=N1R~pFKb#n_| zMjNd4Rc%NzfXkOCCkIZNjYs!b#;-n^PKbQ6wXJH!+V`5~qJhbg!ZVBS8{6RQ**iPO zvoy__Tp$pX@j#WyN^Q&8dhp%;?1#9n4W-XUa%LQF(+Nuhg~i9gFAR$`yDe+vP^PJI zUt|q>TyJ-)$gLDU^L#;i2~lzAAGXUN!Fii#za1Vf+CPP^+JUnVT8VAk+NWeO_dO%s(1h$ z?}6B9;gF~=)5UC}DUfK^;QhcwzUqIh44ZYv(Hl*)B0XLX383*FC1Nztw-(?bBQZbfbLwF}U&3y? zhBY!d*4J?7kB;-gx6PaB=aB{=?tH5m<8(M^r({h>%W#3JbZcLvflfMA#0d zfeQ%xqv?o6-OG{U6spLb^k6v}@1||C523w8ScGk9rZI3#e_J#@FUY$`#DL79JQFH{6Idqu~TmulJ zfeoSfx}ItPf=&2kpB33D9jL&MrfyP=Ph4eCHcD%XifeN0V2IJTng;PoC38pEn(r*V z+ffkhE?k#6V5$1FxGz-41!C~846kaRqd|MJN?5z~EaI1ge$DB5#VfYjDr0*c)c&iO zPraS|zocY<-$E^tT8Cd+r3V%6lkXvbc7r|a_Kfse8cd{fC->+=ow zQ!Bu#&scG+%{`JWzQ#;(|uw;ePJP zXIGfb7UbVY5>+E!Ei9IESgsBr&pNo;TteDj!|M159z1vezj*WkCEd7}9=`D^v%Q-1 z_==VbsdtMIYLz}sob)qa9>8#R1~qKG zhnNBfLsIZesk+HR;%cBw@cR+`vRi&hkQ(?%#}!KxavsAxh{)7C0ZLz}b;di7e~Y2s*F2)Oy*1>YZ;aKjoJP6q;Qui^oZqZp|y zg2~Co0BX!9J{-l#a(4S8pK*BS7=HcBUxJ$-{TME;FQuhVrJLaZ03ZNKL_t)q8Y`p; z*p)QG=i3~)MI!hE?P=3r-6&HiANjdOW@P2!`V)#sv#01;NB~*L7mMhi5qS%;pXCn z^;i$mnxW+h9TCS7nnbv_97meQ7pRFao5P!*`vQFKE58FbfBC2IEIKE| zu0qe6U=rsAFjYYbC51Z!I#THr9MEg`Kbs`KTBKBcGL5yGi~vlz`ofGW(S8Xleo!D#RZ>mje{=O0M(PxhPWO;lC z@_Y&1Y)KkC+wGRxLsZz+^oRoJ)9XcJ5`!rHSU4!gAff9k%x4SfpWKnd9EQ<)a6y79 zrGHjYtVT0*bhIL&vc%f$g49^QrJ>X4IjRCeENskd;mxrFWJnyOZ;QBYxZctZ5s>zgasZZ`CJv&9T% zizU%OkvfkE>4-=yA=e>kvT-s~1hJ{8vfLr=&F$5VXgn07p@Xm;wAyM(lnS$8FtFRQ zA}F?nU?rfAr0R*!{gaO$!E(MNz>1@cfyP%+pj{hm$4UVLS79;*n);kwv`4NnHJ=c# zMkoaTW;_zuh?Bfr5`8eCs1{PyP#vB|VtI8-_kNa#L-Z}7$aigu6w*`3@^4AdHSf>h ze^*1BWQ^O4L@P%N7_`4N=WGd6vV-W!F(_*#7%oqgBJGLSqm%?Sh*9aen9Chd?=7Q~ z6N>#Tj-He2u(3j#AcYyL4)8TXaMiKP%SFF6?>SLVPK-()DOYlBpkR;L7-5_!4O0`{ zsCOVXpp$2$mEIg&sBQjW@0$r3NoBJom_`izyV@VBEksRKV#C@sdk!8XrMvZ~0MvN9{@JD*|iwTzf!?Q^o&Iua{0?>%Rqz1I*c;)^f7z`rBa zADMrsA<)~nm*6PXW*+f;I)3Mt47)Q>srw!xyyn1EyBlCbO`>KSF0t1&jMbWZ=>}7ka4W3UAOH^@2$f3U-=%~d3cY&Aq2=C+`o&p zR_tSxA|fB&ir0d&+Fowk%YhXx`$2ySGgZijBB97(U{;qI*4W^k%wnE7!5rHtRu*u^^Ov5q%N}6MS_-C&n7k~YorJ~cEzO47W?vPgu2q9T zPTDNW3LY+(q&4-{*)b<`s*1cN^P^BN2S7VU;aOirYsNcpQN42KS#$KYmZgV>kM6<( z%Pn$()#)kudV+;W5DwaUmJmV#r z{!xZQwKz%lOtd)~RI-~_nf*}Kurpo3?hK3_sbw{T+A&QEDAik(zGX3 z#uzxqY%8?kq;n-L7L#a$;ThsEh}4iL)_!YjmIcCGI=4JIWL+6d{$9Ealf47F&wg&32}HgK=vmHUuV9dvuR33ZEy_@(oD$hgSZ0Ja3}YIQPEvTibrk?Av+mnUW^KZQ z#w`ujB=A?I_8T}b6DI+01r^+J0#@OMiuCLRJMapLdCX^1La6a@(gWGs8L5i3AfiTh zOX0afe@Ziyen{5pS&^`PL|s04jjQe8b{jVzs^QnsnS*$)^SyMG)t*8gSlq43>=UR^ z)L{faH0qY`tWGTib566MsZ#$tFg;H1P21>bTcS?EmRh|%m|i?3smtZBz@T-l^`=DQ zXVEiN^*2hj`r)aA`OZGvxbY0tT%r*vbp>ZO?3ps^+e!fK|~1i=4|4 zD1?a>sJl!~-vX~W-+`-FZqWVW=N7ATI68a;%d=AsY6@5GOy(D0wtHYm-R<|^qhJ7$ zIlTV)`MIeSuLl++izT*I41Jc3)+z0sS}au-l^c0QR@wpTbD;w?gM-W0VSec{ucNYp zW31go)`SFI8pLt7oLhfoVL_$(ShEq4kX-)~Bo@U3pcr(Rye~CcV@8v0zLz6J=Qubp#-a`v^-* zgLx5Mvb7Choe+_8!dkv*FRI^lSQ z@EH$0AD>aNm@fpMHs7{372s$cKY;e0s$4LEuY+ReZk3jr!SP7#7Bk=h^epAD2HS;V zyUm@QDJ#6Mfo$vwv;G6$2a3#MizgHc8dggJ)t-6kDQWqY;OgZoaQ(_v5;_72-f?TK zS3NPWAY_0NX+xYte{hidl8Qf-Vj@G+^B@xN9wG`KhQ%MSyV6o6As3|Uk zPB=fA?(2~sGe`z9Y1vXR%XV*}kGJ0Q^6&^AoSeuQdTT}dKhbc~i`B+@%Up-Ryf!{t z{4(yWf{CQkvCSx@nl2DN`+`a#Jr!ggT=g6zE8vSwR9i%Jm_c1_v0chz3N^P(oPb~0bsc>QM@?YCfY2v7*EzkaUpBB5uHDnBrJ*q<@o=rvlBRa?I*Al zu%KuQISD$8wssS+`JMGK{N23+c;oztx@pwp9yE1KsvKNssfs|8T((z|)MNV`=@!X$ zHjQm*3av)@o;%=R215NlmL%@xDO}IHFbpgB?2Qk>^yG)OCTladIvmA(VY?TFWKg%N zFjK3_I>y-L-u*k!J-p9lf%tn7j$=?P+4`)~1+2&+T(yOrfEXbZaT}eOad~=j45uil zDH&fD#pZ`7dVeZRnVtPNNI6GS8W8~DSRzKBS@-b955EU@ZodQXKe#WYO)T!J0^IQo zfUpk7j5jVB_V0@pi)z@b%vxe*00qpV+#k=z)Je9ylQXImNg@g$AVD~hDl>?t)`YYd zXbiHJ;YtmH0@@t@xY&sVF{BDCnB{bGfyAB=@LMfUV0FHR zjfc*=-7ADDN)(*8FF32!^8LC z{Nxd&p(iA`%5$T`IgzZZX4>fgvSxpiwYp-SYYDaDLO~*`RidC6vt5@i?vqd-mae3e z3g=yhrL1Gjv_1LMvxNK+V%GPRc{)8ihSSp%>iJGRZAXNrEbG6P+8pe)g-> zS`?LU>|KEU8&5&n*@KglNAU303V;;5wbneViiWHhULQ45x^YVa7rmqZ+#Uy5k*YWl2RQ;aniJ8NIF;Oe1LT;(3XcH zxS4$QW$9y{(@4}a9{$1Zh+zwFsT+aKwrfCiB9z4t)=^GVKQv?TFaI6e*Rdm_FWO5a za#uuGrXxpz>dyyXdyfnId3mYhRog&%>nD`iQnxTX;xoki&Ja!+884-KXInG;QYxoi zpc$X>_eFZ8X1lYpwRDU^L|6T()rvbSq_X(xRDN5;0jUG$IMK10PBOI`qdk^8a*PLT zor+}`>mJTdPN_!lV0X^|y%#_7JY1M`l&!(vp%Vw8+XC(d6yC%jCU??@qVy)>n?(RH zi&T*Xp;;MqUh#yjKc^&;s~{!FnJz36Q9gIZkLdb@(sHoh`5|n+hIH+j2vE_h5K;st z4MO8}?6KAC}RUwUoixC!nCc*zPFWav9*QopOge2om_+ar;lJ~K85|-!Eu_vw6X*= zNJ%H%KbA_axw}d22C@~W9hb3MJ7VdN&Sf4Vj7Gob4C)|u*Y#x_{(;0gCOY1@pYN6x zeC_l;JbC#B{EK&9gLB$@0vx66pXEs0b|MB{D`h)@k|bE8DXTKQ(8SSSTlIVrTk^FC zyD<5Fz~?=~a?e!cu#cgz#^Q0^E0dCi%CNk^U^*+$04gyk>c0c)S+NMZ1pZ^Xam2wO zh+~S0I6J%#?;k(p_QqM6UxOqHs<5lW<+O#}z!~q}I&;bMnQdu|jDtG~Y;Sv6o+mr> zy&8NL(Sl2Hy(55!Ao8%He=i^2gY@VwgCdx_xDe7bS|C zk))+s%Wy1tT#9RYO<+#3^Ip$Ih<PFAUwDlr27s#-(XNV$p_Rd?cbcWPNmKDHXr6&y+G?d5 zC0329)1DNe?kfkcS+nh;Y?4H!f3)A+P=TU$uCVOeB>A}OhDzB)QxGwAAv-%W`8h_c z9tB6TT{}1};gD6)Ju=X9C~MS( zSir;kH{s#En?(0#R7&qds4uyL-HQjLba{S!1k3X?0X?cwwKUma4zbl>ORF{DEaKVO zF}(fu8w5OXedLOjs>>iP2`ee_9v@;2{~@fADg#`;p>*7wlLh>Ekj;@6)oJj~8LhSK zmny~+OE6}^5Li#<)WpgmE38z>0{!VZl(Tc`l)wj4=KdbsN-z6bNm7^GRS!$Dwl`5G zP2zSsNTJfqT$0*K)G;_OYfLM^`Fdfreq48}#E9*>FiO}(Lz}ZWE!Ia6R7S+DmF_Ze zO33GDXK-@=4y=zKaal~LiMQh)_n4OQ=$va{C#ZDXZkh!k7lV{BJE^NP zv&@BKJ|Ephvzy`ot34b>wptIp9G0mW ztWvF<2#ikcv_4uhcJOcl zTK|~Sk}W$MvyNOB*m>YpH$?$8YhDfcAAi4s4%HNhH55`uqgL&QydCuLD{0N5)?tRM zskD{tq`j3A->DWGTnrK&Xso@*wtrLEtH{Hebu+kp;UZ;K=~@_=cbT+Js(ov z8B!lHgMfnhBqGl0U(Em{p^CoAmi@00yc!nh-?kG`k1 zoMive{*>`4*0o$pr7E+&rUJ+eDQMYP#*D`WTUvF@|AcjQVNl9mCKl3cMqSqTRBAov zkgbjGDuK0yQh<%|S}B$9bl}iW>mns1My#ru?&2zNyb$4n4r4<7eSWb%FCZsE1WGe zoC9dcV$~9y$-3-?zOIz-RVwg5+x*Y3XsU%7M*KDxU@u=H-4QL+Tvg`J+A z!sXq4=!Z32o6jK4X7Ji-1^?vkEx3hck41dvoQ!InG~go*D(UQnY(~*L(&du`wCvRD z3EDTu3E&?u9>DLt_Xuv&zU{!J<%NBq$-mrLDPyUAF6w~IrDb@p;4`q&K7eRpVcAh1 z%YBjs{dCzu_PqgW8j!Vt)#gkYx){KxSOFj3$vzzcK8+>;s@M<9HB#`?UK(%v7A%WAc36dc@aq{ddIq}@*R3`q?r?^$_|)6`Bo zAfc?32KEag*!~n5*ya^^?hT@2^;Urz+o^x*qu?AV?E+B(3rqLvWEuLk+v2gCWaXhEGm<-x3)sevalU}uK}m3R->nnQ-ZQ( zwM`iuiyR;~&0<8uBCFJLq}6j)NvK(BM2c!2SQe~6%J+0%8O3Ynh<}>&MPCDppnzoUI}60*u^#=5vzu!8S zYLC~p=FM&gdy3oJ;L~HINqcJgQ+-Hv|2KmL7f<%iHw(HPBI7xR&0)sI;xB z;Avps=(?!_#>}Q2%sO^PRv4foFgwlEH3q5vWngi#EUg-~4H{~);OqL;YcR)dFlZ-M z=g`eDIGa&MhswWtE<@sS5vEgC$u?oh7uo;nW7KL`xD#dPwSZ|^7-$wesIEo=t7*zb z%V8842;7LeISULTu=c+K=xxbNI}bJ=^5dMqZA2Auq>#Xfr8><#$8wVJtTxXf^KZaW zp#CEZLa<+THJPnM;*DC`5Pb}`!4vIrAZ1SxoN#(EG>*64F^)fq(M_^2rzAVBKuuDi z*RC>XnlqiF1k~wxYr;WFM(DbkZ6pC)McYOvs`2flyn})^%=q?Ff*SQxr1o2bgpHk+ z{IL?1axtTeyB(}OdnfAFQvq3(4Z1EGWVYAQOkI+>)>>ZGfzsA=Mb?KhNvd}6NWum! z$|&y>;8^yw?`~lfOpca{XSeF)tPqP32zt zZEQ7R$BbX5JrcLS+)oz39eTpgaToQO$O7S88= zMPY6{GeRH>sy&q2?>9SZrD9sv7sp^Mv|T0W9!a|E!lb~cYnA?swna<^)=iS1tIDu0 z;9!4qu7@OvuO0EjeDqzXLsr2=63pELo>^OjWBB{TKef#^z0t= z!_sOd8Qeu@V+OenBx-WHcK|zy1#>3T2~kN=9UdJ*&PK3%hs=Sa!#kvYtHDr`tWsTP zs9lDg{Yx;rut!KVj>mL&7v}r>aPr_m>%>Sf zdkq-}j$+v%z(WF^piah%1S}J)5LeO1h(H;0S_Trx!};i|2Ay$@j$iRG0ne%yrm$ym z1StEYfsn@#17VDk)xpKz0hL;mf&W3Zmh{666AWIl_Lr_H@X;W3-lFJR zT%XqV_#ml`NoHnEk@N~?7$2TKgx7!aU6}6d!fY~yAtB4UJcD$0>~UXl2cwv?>Rx?wut&j4bF7qF#%p#k)5v2z(S4Kh z1|+Q73^{?(-t?ZcI1p9)*2daf4M#%6q#YbU1f7a4t3Z1UPKE!ZG|+-(X}KdvqjDi>Za`P??X44)3ctPbp#TD=);URO%jpSEWs){g65>9@HMV(jNh|&;R1mS?0gT< zuU2rpUduJr6;x49rx$BrrEG$Bh15|fqCW!zsi_5*yEuWBknFBE41=7FXn(j&WRQAq zKKCX_ua{PwgF4!v*~m;{ya~H?)EQ72C+;c=b{GD9001BWNkl1h`7uISUxT6A5Z#i>TmhhTMlgW}d2l zE>)|&)S0ew&s|brM&~vJjS)9WVUydsa{Hxk$>ROc_a~-Vt51-s2R})g7^3q&2+cT$ zphOu`xyBW#?5bozygzS}UgTQWu47%DRUnz}q_w@7gB*0CsiaW$xB`yqB!e(9x)jck z%59CiR06A!b(D(OA`BpU0cj>SmZ@POoqZxGnrlEOQMCC8 zR^njWke=&2C3t&S!7J+l?oKnD;U1*GaJ7cLZVrd5bC?fP0)pRNui?k*B`eZCsFT+W|Y&tr+w~E!DlUN zn%zna1$*8LYqWuYdUbzkz4=zE!JYk^>1aSth z<6*%Mz6b36x>zot+gZ_dj{7A65+q1Of`1HvAYCYT=Y z)By#nLsY0E)tGIoZZ=Fz&gr%jLN@unie;cl36ubXsR4QdqiCrNaBzb6tb$AU^e1;8 z!0G*me7H!qw+f}UsM1!JzQ2j-pTx`%XMy?Zcf|DI3?oM7jq|6v#2EU$QK})A)ohqw}3ITz~3A@WM-H`4XVuSwO8-#(jsvNt4MLy`Rc* z%!SPDX3;?f*_T7C8;i z_@2kT{JlvvxuOQ1Waj@8TV84C!LfCB`u3kdkyT^cH*?EhKSm78WGKECJ&CQ zx{(HGgzqh5KSNPfbE<%J&(u+Gm5&h``9ObuT=P- z4)4MaiW(Odtt~RIOKee=C)COkue_48@w|F1e5wAN$q?z}Ae?F$^hLhE1xhM}QUzs2 zR0;8epkxheys99j1~+M(?{Tm!g?U53_}M3~!81?Yp!T6pT)hsHPkkDG{GD$Cs+ndv zBR#no>Da=ERjm;@_f+fF*O>?3wpJ{e$9hZhQ7ZeZ60|BKBm(^Ems*l8Fpt$All;E> zi~7C6o+SUM1+qFz4a*=TGA)J(g!P;yen_2kI#5wz70QL6!C*fyMhDn^2X$!$@pS$L zh{cD_1DCBtP9U*F?jsFsu{n zQBKUCX)y7swT;@FSgvmO%};c6_z;$_y+V{t3_ga{Lg-su=h~-gfu4e2)5LY2DS&M2 zov~4c85S}_H0J_ z6xetD@|7#Fc=(VU$883*sxx1+Q8IObMKf4O2du9@30Q>Q22$%u&(q~_pmF_}G4aCK zfC*qGQ?rd_VXP9a8N*_01_RNv(-YR}fMk?OkXqfGo3Y$yq zO)`fYe?P~TN0@~g))chQ=5wLYavQZhw0F}9XMd7rK{DC1`E&}GkR8z_Qv0V&O@|bI z2Dn(fkC{=*3gm#2#fC^-xi6+EGl5ZHr6U&B#x!}hIg0~S3>x#bnnfrzi<7E0Q_tGw z{5IzjGjKw04vr_&V>dM%9LJ>A+7)#}} zmY?i;HIPQx8$?$hTwpG9Z5Vf^8N?1q;NKx|D5V^+T`sl#GSJ%toSHb8=%7`s&+?r3 zRou5a*_lc}wzPmwQqGphhBzSZJK4qj^qj1sts|zN&&ABT5t9m*qCyaTZ@vT1Jo6z~ z)dU}X@kI*w59U+2wLgc~-h7J#qMTp{I}qWX8C=(Bu({Kx3j1G!el7DztnGp#b9X3N z;C`t7K^j?Q%}g?JkdvIbRiYEqC92vPLIvO$yeZmiJqDw81SAi3^jF3Z%Xagn7V}5D zk-gPF)t9!JP~~!~BLF%ZZ{NNNXD9bycmE>1{*zbXd~rr=uoJPgD$Jk>fap4aosVjV zR7Xt9HjL$Ex7OPEtkSMZ3l^WgGk;qwa?vo}-{%@-VKM{xKT8SZFt#4?KJ@HWA6K(8 zk_a5Xlx0w()e-gtypSLFW#fm>kgj6((ufJg(s$}t4RS`TL5h1WEWVZfsoG+Cy%gBP24Dm>u}<71m<3%) z_81A;39jRX7=o`R$~0PJNJ`m3s`SPn+G1b9LShpUz3Mc>q_ywbA5~jq)aq0+zaw!< zHIv^4S-yyq&|YgBSB`1Kx~vUd_03ktn==3cy2Mg#ho*4`B5Ev7Pt|OM9x5YY5UK+z zelGy7RBas#L>z4p1GLtbHK2wk2Q$FV6SlqUCR0-6#{it#NlT_J3FWWr&{5ohgmw3L zz^_-ZI6LCDjSE!CT*AS{>y#D8jNNi^3X8=FES6^!c+uQ;T6xHb*6!X#*xfrIU;s-5 zG`r6Z{aO^5UBpY*OA)1e+YBM7QBX+HK+QhtI#HTa4dXxbJjyr*oyRvY6kh}A&|>W| zgwH#e#T&OvV5-zLAi;V7L1b)%#Zcqs4CX<5bq=vuK=cE&pEI#b@EIj|u3?Qu+Fhd# zt!5Kz5`(Z!FM@l094`!{5%5S{#-O)Sq(nvU*=iNzajik58E^^YaIb3_L~$dIb)tNz zYB7O20*bl@aVPJ4!F^oM*04T5vz94J<ApZdPlgM)Zpbk6k>93`T$l5PT)OChbb%R);A zYTH-WYXVnrACM?p&y0lSdI7VtZ}iU_PuzfKpS;1H&t=UcZ59K6b^a^q1~5&uQveO$ zKdhk+y|l0Lxeu0FG&8(iEiy1rM+Ixz7qY%*c#aPUWDZ=TtDhA=A!e}+jH!AeM7@e? z0%>@!=d!C>OQrcDWfE1}2T5q%>X?Bl{f~TN73B+Y$<{TSM*C20akQBr0c(QDo{D40 zbaSeaH%DLe55#fDy@t%Zwe+>tY$y6x6RAUX(X$W+;Sc&EjH_f$B-(3If2bnDCjH-u zR@$@jxRwMJ5rv%zgDjInqclpreFUS{QW?{wzWp8OaDi)W;4&!TQa7_}_l(FJ;_ zInR>$>9k}?4qanMX;7=Z%avVGBHJXC$jSUfzXRla>csqY0+i^gLKX_P)Wmv>_inxe zkM7-u#dJbKwj*X%|OBII=gD;)eqUByy+x@zKLUyET zk9!rcY4t}maO;?U|GG=sRvmm#Ym-zBj%ed;- z@ZO#G;ntl3Ph7tN$EQp9+!uchKK}A&;Ef-A(@Hv00ERk~!}gZ}-QgZ}UJbC&;@yV+ z>(|OsgHPXOWr;;;Db6|p2Ns+@54OLfEf_OTDn!AmI z4kgpw=&bajjXQ#!vKt#|0)-fl+R0&?%LP;Yr@MPlrgITPFVr?RE7f0W{EKK|kXWd; zR!qY53}d0y> zkQAQDhEXb5q!p?Dk5b=@A((2Xlpc>0p<)dXHl;pKmCp=SRrZyt7jyt%^Hr_&Lu&{( zbT-4nF>oYi?gN!J)~63qHBvTWAm%mz1rj<|QdeUrrDy=unp`QG>fp{H)t(VpR7tIC zHgckpj*esTn}zjy0qgY{ESC#%v{5}CgZ24*mos?h$8f&X)_zm2{g?JBcz92DE>LFx z7L8mA4V)3Z$s|F)8W@pRim)Oj0=TH7SHn8h`LnT;wOAAgut1V~!|Q>9|3hPf|D#&O z>flY4-~m%0UJq)`)r~q`iudZqA7SCbB#akCP^sD$vlBBuLju3&!Gdr_(p1o~lA3Ry z*>I*IQXZ?J*zMXB_JW$PEG@*O_Hw8$Ok_b!)jq1OR9=BK987H+{CUhw2D+Y_Hl|*2 zziw)SCyLWx`X7ZeXjS*OuW9$R-BGUgKR+)00Id|PVA%*dEhy;N3l?2Ppi5C#E!0tF zh8Ya~YXD7fZQs3p3m)CQL%|c#rm+?k>CM0zC;AC$GgMP+_mZpYPlVpJ4i4Hvf)vu8 zTP`W^K{ZUw6is9f#tPIrDq0>D86#Et#A>hrwPj&J01#~aWPeb*t$?CCst!i|tWq=R z%KCu~5Ux8=R~NRsq<)tdF|U3<1#(8XtTi zw|;h9NcjR%aIu7?N+$%{p!&SQiHfvhwVO=I^z^<7^;GtEaI18ylMP=t#-~wIWqrwtix@Eou{W#<`n!5~+SNt^{#>oQOIG(tSy$>xCKnY{hE)PTUy^8U zRsD_;eK!JTEj@nI;YVOyx0+X;3CksH2OiJPGx56TCAcY)IKV+%ELX6*Uc!ez^fde% zzx*Zmum1DDg06PLKreQ#sc&4QW0dK6ndgvXg;I}0NWrV3Xn}l|YKr)s>_-orTR=l? zd&|{rb)O*Y!x(c#kQpo5k}ou^e-aV(?40N!SG@?aYY1SR~Ptjlsg#9mpO{cuYczKwdh^2moUd zA!BbP=N*@(IqSaZ5g+c?J-|ZC2T1ks?O#K*W_A! z0Zo2s7Z%XKzgc?~!qRJhXRj?3)fmJ_AR&c2w%VC^A_jCrKUW0Z9Au)+K!+OlBFKo> zq=ws*i|IgGHG^()2=%oo=DwlXnz~SwKH;@A{)N6FYj}=iC`=a|y4Z2Rt!=#Tx^XQZ z@;dr1A6IvX<-LJddEVP$Tx_KyqNjHvpIKd1Lj=d}3Nl@VIZO3in7;fWj1!p_bC9G^V&KD}8Sm%gWK zp&`H;`azeu9TswrRvZzBRWdpi!g!5_y~(U8dR zbO5K~C^#9ZgC;zw&lEtcs;GbUAm02MY?%pMQ-$`U~7+RvRN;n zic)tHU<2<#MVST_5ebflJxdr%z4sVfl6+qkkt6xNwXh30Fdc^>Tt~qOyWMcr(JpE1 zPPU-5O3Wdh7-T;(RWB1bpmr}3$eM8rnJ)_d*F98J@6USo!U)LByr@aVxSVxBEgQ`- zD&|Pg|4SzY2tZ>M`ehZBvgK+ex+PrBq14BAZh^aM1eVfJok0|pVyn^08tX1K$V$^s zbZ`#pC`jO63IvdngZ?az0qd>!^%|PKAVHKNLk0QioWMfV3jr#d$pjMC&_M$cY1frQJPPV@7g$4wEdT<4y#A(bf=)O62Sc z3;I#16eSJW?)UxRL*Mua*}B`1QuxQcvtmYY*$HwLi1ZQ_QLa_f9oc)Hlu!AnHTvGr1qNX+yTX z;!mUfGT1?b0(0<^m8Muwg4w>=9P(ratMe1+QFK&;9PKTiq#M9UI5@@UfZ!a<9Yuc* z?GXx_l9(T6tBLKT>;P@c%ViZa$X4Dlo*Uc25%>yYPYFN*XL8V#Z~#*6Is<>L21blc zj9m~rlz`h2nzv~OI|o;2y<%BQ-=CRgRISW{s{%euRIn`o@o}r_8d8ggqM4uj{O6&c z&9F5PoSvUUsT1hC3@Zf4P;X=^qMJF3z@8?Jyq&F%OU(>)CWu)CA6cEV64rghkEUi) zG_vYkbTvYnak9b!EyfUY_D($i0lY>&vX?g3yk9hy>2BX48cwUzk;OmdHP?xa!~X2p zM*QL3+wkQte383&s6>U#mF|Z++S^T8DEJw}aRxITG^o_GwKTd8{<%~gD9$N6vXM52 zHAW4Q{_KJJ=5%O4A5WA@Hh4wgn^EpV5U=l6UnhZ<<00jK*<^(^X={lEo9E3Ls^Ii= zWuhP>xGStW)1M+salzuylHFGg5#5_ryLG6cQ=mM#Pov+iuc_`wnTT52%ALHCJ= zK>RWp=xQ}*Ok2uIH6M)~jK*a=o=IB05Xx?pWZ5`T&!BonuiD~th2y5nfqqwFYV28m zqPGnm<;1L=Ff2^lvIQxWp1&qKsT;yFaR26kGNNp-XRrf{1+oQ}aK1Q!zF$c^#E2jY zn4PZ{Is`$Wk=&q_k4n!nff6_KfuV+tKstAusjXOwxX)U{`evl5J z%#|QU`53Rj4#Qw$bgXf`uSw9Tv+F_7Jt)Qb;;{Ocx_qsr`^I&an_X5mzW^jCX1n2!~V~pjxKAtSc2Vy1Ni7?z6e*Jd7j#t zz4n8@f}ef=n^1?9IiyDaR1?Lx>s`ai;j}&5hzF>0=s7W`NpI(+opo=1VM~{@E`xD@R?uvb@=Z0UxAyi z{}8_UC;vArjuCk3q)$(_bk-Y~001BWNklPv+3NKBq{C+&k=;#G$74kZN*~% zQYwp7!H2|fD6sWpxQu*M52D3 zib0AkK_3zmQ-AdP{}255``_iV(m@g`qxn(L3ATW)`o8J@KK$aB{x)2`_9VRfv)AFL zuYL!XCy)64MC7yx6GYi2nv_f6foe(~KiSGtt&PeZ8W8MG(<#l_8rf&-<>rB+etz}V zf2v``tkhxa8DyZ5h-$JgAT{=;g~NL)28$77fUzA*avrKag2oD@AyLS;qxmNmFqesC z6FwagLIC{pan0CzE)wHqW3_21VVp0!Z(C2rx_pi2mH@rJ7ch~NKPtx9fQa_29+{`` zJvt{vIwQrm`k`iUKQsjg7$HCp|bPBPG@G1ZnV~bSgJIE?1e%c-3Hx$ANhJ z3P9$Dvt;)bya`kP9UCcA$sSK=G}JMp=K-^soUmZx^D7-ipG{`P?sEumj+?KxcA3XR z<;-eW&~5z+1zb5>fJNwfYK=dLvDU0x0+3pjEFvmO9~Zi49fUF)vT`E6RiQLjZF zHPtr5X?r#-*qQ=JKz(ipI666jlhadBJk~!~rR9&*?%Hz|*F6ZO4Z0Te=T)e3TeEEl zp5Ue|z5P7?P8|;x<10b~lZ~y+6B$$n0_8r3FqcxF*a_Op!RH_Vgg|@008Px)_`Ovd zFJ}&9r65lOl7f??>!b?~t{N{^Q4Xu!A~Z(*2BC!)afa29=FoaT?~&U5)m}2B zfej(qZf$3k)KL3M3hRe2+9e0ml)|OPsmt76iRi>&vdiuDn)wcEKCpC}U?WQnD&2F( zp%VfkRL>m_v#Nn~vTMa}QGiXs$HCTu3qtsNlHF02aqdHa2&NsOfr?PkIti>TkXIWN zdYmU`pLnJstap}h z@hHSZYp7#o@Lrfc)UJu%Hi6USIh^bv5OATf>3shKOzE?mf<|$5uv1j*UZPg039+V3 z;04|f)&nXiq;^!tny?yW3z=9}6DZgov2x43ffyHD0+U6}8J`y^ zk9DV3%389+?!00*6YMlW9UKtoqP4-G!fG*rVP^)*=>+aRI)u}{hXG4$lF*HT zTQJtDWkQJ@XI%EP;T$fNGkD{z@59N1+t6dHPvC&RsJ}1&;d9G1AWG7fDX48DV_d!6 zWhIcY!a^7~M6&L|f)mhvS>ycaIukRLo!wD1gDB4LI6J4ndz{zD1^-)rE_T}3P{o0W zh~Om=)Z5$NhbNwW8g?%3({mG3PXNrG#9KwF9mgE8n@$fkIZK8T>~?kO1uX{hS2~*5H3=_>1%Su@^rM zzx8kbyKv>%7f5_>SUjQ*L(7xotP}y(S+rD3fkHC@%Q0B{7?QN>>cdGPk;0({LcUKkKkK> z@h5C2flIB3ZJC(1-6?2q;Nd7}3{zE=CXc580^66bLAQ5-e!n<7g+~wW0tk=|W}2jw zFZhX`)GAbV7z(TWmDIHi+7PLTXmW1O>M-LG9kKDUbtdauJ0w5~K`WIB4icsmRdjJs zR8;B1<=XgiV|mLnl~|h89J(!YG1z0C>TJ%rWy6)7NO1YLJZLy~0t*Fv?P&alEzq$&_GIq@ ztwU_vt0mcF?*?9@+VauLa%9794g8zQx4*mEe;Z}SV0+u5X=|%(LfSQDKa1{ZR0cKY zsfK^2_ILW1JRZCVQjDI}L4eVdH}{s>zXku(&oEY8IAVo@#6|cZ(PD!;7L;+aahNV=c{#>T1q2~d*+*&4K{ zJfjLH|S2@RzQdZoc??CaL+CMg?=%sJEtN$OB0cBEFTB?YTWw+-}?4jKZF1Fzx%IY)@69`@RaJ+Dfku}(M>0C_3{XC@B8qpNhXN`eEV@>DC;C0Zr z7rNbDw&}|`+S24!SAp;7fy@AgOmm5!gTagZ~4*`R9KC@87%y=jZ2CHnXe@ z_x7eq!T{l-_8bh${-=6dDMdnB_9~TTFmbL|b%2G41Qyx5S^J~w`rbD9vK9N{LB>+- ztM0CquBMvJ_esGovW23Kaafaa9qC$9TUCHd6LNC@E5-9rgp7|)kKpZ}{gAT#XQyXy z>#f&`;enrDihjtDIB&g@jwziuLJ#&k&sh!aRKBgE9g?$hX#!U6@OE@~d3(LhZJKO>i;k`1L z!Jvkga4G$@h6k}x8jZdAkg3AS@gsQkd*6U(4{yO6-~I-?@{O;-`OzazP^1F*bnD6) z)k)})Uc)ogU@x1jAd323+=nYqJp*sQ^A6m-^*-$H+=Rv1BVxonxO*E0)aRg^${RKd zVBD!F_&nwSrzT)?+Z+Og#@_2$pUpQ@CY!Is2w3TQ&c-Oq$^uYOG-)4r38aS701@i! zWBobWR096QzH2gu%8%U53+?HWl#nhdKr`PcP}7UrP+TY2y=3nK99+8sPk!jb@a|i0 zlTMVzEioW(hD`r%x0~SV<$YM4J%E$Lci`rmKZL^v@7ucxRMU=6lKik1ec&zOVj)r7 z?a9_CpNaFm9q4xF(686rF#`q%BjYRBllFY`@7{2yYx`ajg@y=DrzYmHBP!d}S&UJF zpQECupyJ1}hcV;dsYoV@%_ax9bBd$jf3}ZVH%?n+_!t8~OSCkQAF(;?S@rr7x3t4p zrS0sR{XE;l9)MTXkqBbpwx>pCJ|)Q33#fgfQc&(H#p1X_V)17Ji&CK$hO-cJK-KRF z&lTbX)3H&p`&uPwA`A}Hnp&QlP3lFwx+IPfhAiw5x#*;&Z?wTub4aB&qZj*8g9ZDe zNev)@)mni&s^bj^?WZk=w|O_?w{N}3=vm@5EP4#zpB{fZ;j`{A`p;5a#4#&0y5sFx zop5z)gA+0l;I|rYxe0LX05z-Gj24MHRmRvyi!jQrs%Kq+!7@l)7^?n5^Jdmqq zACT7&uV)I?nypE!ggQ}8g|IJ&5v5TqwPvMD} ziUa_cFI<4D2m3@P#M`8%rs|Bsp1=BK3XHPmJm2d;=h=%X5rvbvp5O-3nF83%vtgn ztBpR);Y*TH8?a2t+n%W}n48a6ID7OE9)A0;DfmKAX6V5xO(+ET)KFfN`@Az z1w6ceAMQW62c@nlD}V9gRe0*jr{Lnni*&!|i*vYj>lWO*cZUKh{LTye2k^`@&r+w5 zJp>1b3J)IKgLmF}n_5D@^x{i!>Ec!MWs{avNRsB!qlfUrSHB03jvfS`)%_XmE<`>_ zt?=;CA^hII{A1`!2X!{3V4AUINtS>wyAuBHtF#hu_80%^kKp#Lci{Bo2yVY~6Yjis z+qx!+muBL&P=ha`ot2_r+$0(z!d&#D5onGHYUS6i>wSyh*0%f7LF6(f3t5g8U^sH&(10P-inG0o0Z?BA!$vr*6RCvHzNPo zrfRf8Hr^i=XAKXy^;O4fZu> zXkAn4XlD@Gx(WcQVbe`yb>PV;nBKqGoi`X!%k+N6!O-IZqJ|c_EpW1ZRIOIOH$cZP zVU9G3hN(gGz%7XgM{koSs?q4&i$W;~UD;^oO4l{vGM%~V`$`WhU0%vW(ccNx$ZG1V zXP74yEJLQ|vq-R(L}169yD%(+KAruT=e84@(2L`wXt4?#sSRHEo!Y*cG6-LVr z#W6S;QRsk1*KwX_0LXEC<}`DiHz#Z zLUT+65=?lfiMl=63UVMj$k^r;RsHAtaK7l_@buK~s;j=AwVdFluIH&l4{=56|) z>R}9(*=#j33B^v60~%VjZjS7DVEjGEB)}4%wFt@;)4<^p2J6Lutf3N;4>o9a0D3R_ z5aQT34Fml2-S+_AjRKw0M?I80C1rgi4+2UA?Q8oObXLvx;CQ`;NB8c-`PnfEA}{;i z{hLV#X*LnYlh4L%HiyfXuMitb*HD)8vJ<8B3wwJoKRbn|*8@xusF=0ex!~*IZ-KH<#4mgTF6{2ZAN=wE2XDXo zHhl35UxJrkdKoTV+_zb~bMGO1=X>9V@BiRCaP9ha_|-4}E%?|+Uw|2Ph3ct&+pXJo z;jg~=b@<*7z5`dTT!ml$!k6GPpZpZ;%%^a6d;~l5J)$Z9^|3azy0nzaP#I*;nCp(n>!L>6n0ap?i=F2Px=*1XDm`Zxq1Z_C&y6E&Pj}y znXx*{$v0MhisOXQML0uQ~jhc*nOh7aqi8Et?9YJEz z5$k4vvN+?`lz9TP3kOhVGYgKZX+{OVT$o+z18SgKLzbNwB2r#A5&fT`=dNS;48&Lq z$q8egNc?$DqU38Sc}aF%ivwhw*R?vUQNd-UDW%a`3HC%L4FCa;Fwc5gYguiT`=e4d z=oyR-jM!qyfZzi}2ANGqC40i9H|}>S2%_b@Re%L$1?kx_@nFU?LpIlqrxG%6aRG;6 z*jU{08Zi?W-V_HuE=+s4*k&*M&SGwB)A0BMT^+0#fNf-_H=g%#4-_&1k9n(7N;iJ? zff@fm`xt#sd)@8d+t9r>e(6VE4G3O?^6QVr4%fy#j)E4*qHM1Bu}S|or`hUddRVUp z6O{vPO=0_s9XM4wPg0|)-=VIxH=Ie*W8T+N*1*Jqh`e=rQ&7zPpw~7UaSRY5I%(mb zWSv04q_!XqaEV4vkrp*7o9=p=B9!Th^leRLBeGM{J?8d$qhu6HrD0wkXm{C zPp=zZTHAO{x(Y0YlQJqnL%SYzu~eyl_33e&)db9q!|lPe3e!}pA@kjo%<nnG<7e7nyv1m%z2x{Q8`~Y>5{z*#k@o-S1O)$*LLHw;#vnWTmsS;Vx15m zFq>wW&UfM9$_=>w)N|Ad@WHKHaCmkuE%+oL7J8<(h8(1hKCV}_-b18Uj)Hh@At&os z9U^l=YiOyueIcZ%G4dD>=5c3fir*tfM#BxVAy&5@*%{-nO705EsW6?7p3aQE`X1f<)T>uu#B>^+UW=z^uo#(&P@l0OsH=Ryk|H3Xj zb>j(m?)i^csbNO}T7g^d-K6%L7f(;&sr&a~KCIxz=ROaUk9`8({iV+=o8`pZoM@s3!d{zxfyN{;l`m z)1Uk_eBu+I0r;iQ!kzcugO^|aB>c)Re~G#eef=AM20we_Cvfq?0sOsx>#OkTmtTg9 z`+Fo3`Q~e{5-|0d&;BA@y>=Z=PEO$KU;hhA5Is6RghvnWOMed;ubkRiY>+hO&J@-c z=FnZ3!|H4edlYzfP-YVtj!prVD=TqQ1c0|~lauE2a&X2M&-Y*qlBT_E6eF%`8`}L@ z13YUhyehL!#VBgi%f(MMscllM1x`O^nbA$af&YhWYWw#B&*itI*H9nFny%*HPb z&m70nzCT%v^a0QEn7@z4YU^vXiBvT|22XLC@jXQ49gTejU%;H)kCB+rD_9ov*X|$o!A`XsbJ(!;*eof2g#ibmeoD!LAhNnQ zQsrLDDS}<%2^hsf+kY18E#bgXBpdy?Utu%Yt(png>mrPd%O)&fXnvh zHtO)td2K64*!-exKhWSUXqd=NZKv%&{`a=Lqz6Qs-IO1jNrI6Nz^d}A(9-`c9M+!Y} zw>T(XidX(-YsE4%#pvd0PD^u`jB@@Vpo8)4Z1@CTPhvoboI?%QCm>9cz@ic@NZJau z3h2Tmb5**fkdUL64ro2L3J^<4M713y_O}sDnV@DF|;c1STE;J1JKAHWk&JVSK-Km5brgQKHI)P?1vFT4m!p~h#wa&aFn?C!v7 z)x%`E2dg2&H^1{e_|a>x(Tt-m$K{Lrus5ATnM~ovjSsZ)l zftOx*0WR$B!W%z*1HS*mpTMo#H(@sI;DwLB4qyDjm*Mio1Nf`Ecj47ne@MaWv(G;d zSFSw)CugVdwZHmH7={&%v+CQZ4bf6GVoOO2XqZi)ySNX-g*hy9rP_Y{|M{iMu$;}H zOeU~?@Ced!MfT0u$PL^SSBYrCi2qc?&KUSqc`tNP2wTbr9qjjVqqyXah*sSS2JbaM z1%CFG#-6rGD=gOl@zL;SXzy9X*tHFmU26Whb_iXU`7HgK z_GGPVSe+h0S!gysg7{LNVR4do3e$407DSP5MWH>g`c}(jCeXoBWJTB@+HW;gQSfiA zu(4}p+|cKpqCJq3Q0-pS6Hr~G8_6L>hNcwEMbonZPSi1HFd_#_XC&#)Pp^lgXN!b{J}?iT*lGTeM8`;^D-Xmu-B_)^JPrr z3sVHe#L=waM!Kp={jRXlXo zJ#?j~LkSOYY}11@&q0vnBKJmy7r2$u+GaAW44G%`YS1kBDnciM9xFYUyDoGd=qEkn zq%}?m6l&Ezup!VLZvj&7@Xn{%P-*;`zKfn1THr}csRyL<5Du6AV7PP~fek|v~c2`Bj6EE!S(RB}x4mr4^)@Rw+9S90c=NAa@BOtHqj9r9+ zM$5A!I6uA*-82&gvtO)a4N8`dMD{xlbi~eB3pusbSrzQTf~_jSm=8HSHCc2Nx|CZ` zSjV~jh@43VJ&qPd%iw`ywwlNs`BhS^VWz;(U!M;;;Z)7Yxl}D64 zKmM9$pL-6Td*MZRU`}D2PKF|6bN}+!6@Gd;OcN?x>eF8r5;!E)SbI-%+ z*(r5m`u;25gS!tN!jFFP3VigrXW;s^C*ZT6_yzd*$6kWd<&waJ?|kPwaO?JaaAE%f zo&P5%hgAPh8X&d8gTrI8E7WduI)n3mpiU5ww1lKmS;TrM?fwzsMv+bz=wnRhGpLhH z;%OM%Ba(^92kiEe)&m?|-XRvnYBq)Cq=Ww9A>`9@Kdq{c|7MJ!Wl970F0s(mJw&%R z1{PJ-QSv<%9e!;>l15*b)t58zz(C=a|HMps)$giYp6RzHt$YU^FbN?8uuP0S6Rwp^ zz5y#+fc(Z!4|^x{s9_P%N)&rl`$yJ9ll|Ahs>QCK^xvA17h7BG-lao_milsWYp|i! z^cI-eHkePO<6cT+5BX2ncJr`kX%Apk9H-2hLZ0Y_jcGcMv1lsL~xIQ z?8+;FwGv#^Tw^pl$3nRu1V7S6u;pwkrP1H>u29L>A&L9h0^TkFWfutlH0LcoXdNjw zh6AJV3rB;qjdK5iPG}fp*z(@d9%~0me=(}(^$FVkavHZHjdk>VqhK;P)u2mTk^DFi zcC3fEdGx!OMWn@>$8?j&3{oA9ZT!rZx!HC#3w(^tuql9O_mbT4s$+*gJcIo{INxI+ zA&GM52WR_6BWXs-)$9Gdh@WrQsC~ai1mM9?GeDz%);Q00<*m(B!n&`9yeW_~NU%5t zK=l3Uu<~V;<}c5VV?>U4wLo?zKueM?4&(=QqcH-`z!Ytbh059Dicdg=K?=PmiPAbE zp-B59v$*QX5OyMzqj|bC6jspHERbpwBo-UOB*lR3O+;h}gNH$dRS>mDkuf~DdoEjm z;x*yP`o;1=g73pxF9jsAzHpGXgst&SMmMb?L#Fdj&xg;Ny|q*siv-%P4MLg`410{- z+_ru{xb58b>-jp1-??e6)B#m{l19IK+&yi}=*Rb(z1v1LvcGG~HkBzeC$E;rkyCoghchm_#KT@X9EU69bCP55uUnykuriqFT#g~)!Zp-k_xx! zs}i|QxK14R^U>iUOhf?~L_86<;%sLRW;?soo@hSbA)BxsI1pN|&H;6XCbKzAb|&!X z=spP@VPM&d)ykH+7HuLe&oQT&vlcb`nK;et7!6e!M10Gt8=@?tEMPzCaLL5Jr%59h}o5!OK)Wtet*>GZeN*08)ZrZl_%_I^$eKK`4GlFfzo}G2T;k!t(uy6p|cpX?a&pr#2C$7Nh`6F20e3Nu< zh|ym7yQWj=vmlx4s;vrXh`A64gY7rod<*{RKl^9!iI2YoFTLDLnV=v+(hkJ_^r0_dHy^d;=~Wd4WC}nti(Ll)PfKYm%dIDp3ctygQ9w%fv~~cB zVP=Z)kOE?3yA*@HV5cl0&>Av3|6;jAZPvN_KSg{w+u6F_K!eX}ETG^a+I}n1mk90C zb!R~hpEbRoYU0Q?g+YC;g*2)eM-8U!EUZQJR5*t6Hs!4!Q++bX$119wi1|lWsU@TJN&un&a?T@Ub@?H4!w}*%pMyF@v8oX5sVJGj@a~==+lP&-7pX{O1mD`FQ}z z<0!t{*2K?$xuM%&%8Z`dfg}aXjJw-D3#hm2!574!4Qq434?}dC*0mV&oNEmMYS_I& z?5HYLKB)n(mQ91?2VcgT|H6*ngzA2Q#8xWRbavjuR=$AMQ46dD-DZcBp92-fsrDF| z1EmNZDpQ}VMLLmd$+1~H5L5?@z-bisO2wVkR3&r5f`M-Al={nUgFuB}N}#!R8G03n z!fXzTE`5;5qmJmmuFcx=-gf1Da3Bu4uFd3(*Ga4`)%QHcSpN<0O|Nf<`&Oz$C{5BI zCD>Az40cnG`%VwIxBW6Y@|(9XTH>2vhk+P=K^xcFo+a^qYSq1>;-cfZlI!d9N$`{6 zHLMPDvy1|44oA-@`(U1VZ!JUMr%L(kz*nL1XP8fC@Y3_o!Sl~N4gKML62ZgvYDu!9 zB>G0}me>)%GM>~i>!p_t30Z1H%aBO5eea-y+3o@4*)GhmoQIU*3juX_mBrZ^EQS-f zeCaaP9^bt6KG};|$b?RlipWX}JjqB80$6t9@T}#Gq7e__cUuNtlv(k>|G!m_@a_Ogf=Ge zl(h`bYC}=nv8hNACm(}7sejL*?$uXgyj2BooqvY(@+9*_Wd?NsW!BbEBgUF5>oJr|b|D3?p+wSJdi}X2o?8C#o-~ayi;P?OJPob>W@LRw2Rru5=ehDU1EDu`2ojdQrhn{%`o_g|Wxc=l*aI`pw z{k=VS;bSiosQCXg_g>AmBw3o!=OMN{>gt;}RaItoR!&uQcTF>3Fbq#HhFQPy#0&or z;{_f7!!WQOV<@_(tElc0St9k#E05lKM}#}(V!1E(h}dVJn^|T=THbTc-XT0(EMMYV z-?}(^g;%d$1o%3*cQr0m==UF&PH2q6yuk7OhrqpKEUUFmKh#FPtNf6U3L_KCVr+sB z`q-3fY@9wKuV%14DR(8L>ig{X_%oExHRuJCeBUB*(E zVTNdBMhhi9qIsSq?uLzl{*K2eY8#j^1)m@6X8xR{R2yhYg!CB_63Pim|F?!YQ2%_&u38gdabEk$YCu)@=`m+6M-^CdFv@SiAEC&8& zR5B-l=yx4`k@8y~Y4%dbyxr&dK~k*1@3w$rYo>=OC9G5W?c8&R0z?MQ9=aBTvs2^+T@#gtA|AF2#C-|f)vD1A;C9K zQ1CrSQmSNABak%e4+eRL!|@nT?%u^X2d=hjo4@EIWddcEd)T8#A;CdIg|LQUNd$nY_QaHIJ{x(yE{$EM+erikYpkE+ z&N8g?IX78!$lnCHfL^zxO`LEO5P&Y9Yx6VF)=iXQRGv<*D{>vp@raTAKX!r8eX?mGNw8;$h9|uI)C>_J4RdF{q`5p3{v)u~Scs=!bG>QU z-pl4(u=YhLjT$+#Y567Xajz!*oZeE%m$gfJ{WJJ@g3%M{=m;`9#yiErGPqy+vLZc;eP5>e43oIodj2EG9xm*??SwJZa z2*CrA$=q&Y_8^Gc%IUq55J@DIyzRusG_~oqF3wp})7jap@cQnizq(j(+e*+)5wz$T zJrNj06R7Kn{2o1#?Vf0TE7IHZoUU7Sei+$yG>d4Owk~295P?L@lMr%RVhgktWp4?H z9(=B0lwW4&L#-?n*VYVm zbX?|s(m_(;Af429=0MVrV3#LfD=Oh43~GTABs5GpbMsz01J07IWWiDGB7;_Ov`}E_ zAf=hh_obX)#mG`>lgnItg_@LJIOg8WY0V}Ipqh}=wZoWyV?!Tof>Ot~jD+szsbpi} z2RGQej%W>bFwos}J$rEX$8G~lr>01*YhRrzGxXWb{Yx@{*Jj>%a;wjFmmh_TQW7k` z^(}FbroKEE`N$ZklglrT`jHGy%+I9|#$|z{@dQWX5vtY7 zad}ucuZgO=)EW<+bo-r@me@!-=d`W!Z2Lbe2ACe-$ME17s@Xtl3h;UhQM+hRCJc18 z+H8$-s14Bsm5)h=VYlR_v20Y1#FgZXa4>%hFK=uc zd<3tp)W##rB3gbK_RMXze;Y`&X3QqYsS07j@!Gm;~= zZ+LZ5IOnM`){R2|-dGMYpY@9fPAflC-CXpgVWC`w7dTiuPe`=$sBv;vFu9w;nT110 zWb9dFkVs$pRXL}#Fh~WzpSbt1@}4jR(xcGGZV+C1MnIUV=og=J%;|qKN8Uwymt^l` z&S)Cr_!f=y?NRL3e(q)&1{zAP^XS)WtHVj^DdC^Pv|_goc@WAv-858P_tl?1`xCCt z&#~I9aB^^r>2$2OO~`Txd2-jRxmV9$K&<|6T^kPS&OkEUrqe0O3K7ak(aO})y=Xm<@yq`gzy1BE zIQaIdkue|q@CW$d{YM62S1m8`&tH9tfB5A;rJ2M_Vqoda{u zFaPmV{Pxq|;q!04vD^<1A^7PZKE?UjYn)wOxJWTg`&joa%954Tlvr)I*s97AP-ZA5 zLzI&dbXkRLQDLlk1e!JGo3%j(91NzI-oJxwW1VODYGYF;5oA$X6ju^MdzclheQaG3 zqLNZ?5{+LWL~-HAJqZ*gIxO`;svk>+!x!wl^lBfVV-5~lud$sH-iOW#(noaIbE)(a z$=nWC3GdK|?ISN0;}Sv9o=T}lEIEqobM9`8`q&%q>?uAF=Dhj3eC@YS|A?#0bC(8? z`;yY(t%FWPh#_)l3x|f1iOw8eFQjK2b`sYhl4_M#s~f4P~lu`f1vwt#ZXQ_C$s2dkjm28P})sbt$`~&qdwNym2=^ zv(E_ZaS-_L*gz}Q<^13cN82D4trNhfaY`5yZqsj&#J7wUAJy@>YkhpBYF)w1hBlZ# zYPs0;j_yugd2JiFU0zMmac$7G+NmGun|T4A2uR+Bt|ML-9dA$1PRE1Io0yO&7<#-7 zEgP&up87uO_|DG>9!2q49SO=Id5&!odqV*R#|-_TK#@k_oeADK!3{6}qM-+ajl%P; zf+HjD5nG~<6sgK6U`^mfP=O6u=Py#U#xSv>Nf0}6`cLK%0hwb`Pt|aO*^y$a_`FI= zH|}fn_o0>urQ=uoo=(wS&)wOkB!o@?RNl_Cy`4_DKAD7Y4U>vt4v>R`&h;JN_uiZU zDBP{spHT zPljW>b^jqoS%%|-DefFhpz5vDCM<)n5Ts-%U-C~md6YZoVQ$0r#vstAZ>t9P9>0f2 z@4Sy{yFtBK8fDuc4K&)uMCEkpu>&mB!fxb0|u~{9Y^R$AX!Ip=XmR=SNhCo%4gLhiqYML}#q@pbrmm z#8x_=ygP+^8^U<{dF0Zy%(yG*R7>HF#0Z!ip(b3NZ%2++AvjJXq2@rr2ip>DI5f(Z zWeqTR`_q?DWwTr`0xbbb1K zJi%hQGI{U>&9_aXeq)9Ut3E(SrBmRltzo>^^X%JizBd2s3r-HFCTf3vaf(H?#b!E2 zt}-;UE6CZUH8c+<2G;&!y|gGkn`3AAKK}0C{T(L5p^46~Rx96UUw!p8{^!}XkqggX zzruXJ!r%S-e~;h&_BS{>JTRO*x*Xu_>IyHnZ@} z*H>7sx5nY9ONoB|^*8wT`7=yMBSY?6HML>w*YZWWd~-b(+9~<>zx<^w`)Rm6!dguC zq^1dTGcR>2(hwyEcB~s|svcCTF=Y$$ro!QPis@*It!l8@tTCHkAu9@u?;N7h$fcKO zkea)Q**A*GTOSDOvXb~3VX`HN>K%@KfiU{9&Fk$89*|7+W6jxMQ88qkri!DTaMqbC z9DfL@tHQ5?*b0v!|G{>0W8nE~lzVn=_ZR0-)BG;7-dbn#V5lK4(fj&$je=S#>Q8!S zi$<}WQ1MGKtx?5+OXG;FD^sdcL-{EnB!uO%sjJFdtH0Z9w)n&Ee`~65=<9UqY2ky; zVQ-g&>Hy=_K?n{ul-?KD5ce{AC4?B8C?S-j22b#;@ZrPcFp0I^>4Nv$dkf z=ojrsK7SIA=66N*W9L~{-S4E`f~E~?6YHcDzUoboo{245pF5!^g3yb)k)%PCj~k$& z{Jj$U)6Wy(Yfn=yzkOCigkVCl2E`PZKsYbbrG;-fWkpAQCRr*D9AmB_&t!0{^k~bt z-4boD2zofV{n?(+;m_-GHu%-Rc30K6E)r#fni0GB;_pS&{Gh?aeHbK0*y!7R?4QCm zbMhw=TX5Ifyct#0@vOw5!{5KvH=bFSuR^}Y18ZX(vx5jQCA!Y6OK@C>&nwnB%0(L-ImDz@+93#o8kez z#gtGk!<|BCj9NyR#pf!ulF(eat0qEfLhT$^q|}n0V~FpZgF&fKm7;NbUPc}4%cKQ{ z>WuXZIXX;*2O{HAVc!+5lp!~=%zSg?wSFm*TY~j5T#6XM^@ZC5B#-nbM=s#e1cHoq zr~FGpf;mEy7nm)sO~2GCl*$!~&j4>KcP~;_M)f&s~24Y&E8EH?ab&$|VNZNx0A%m26 zB$1v;b1rq}00Hg}LD6hB57~Q@P948(FyNwhXL3aw^O~bY6CG;PRrsWV4u|S~SM69vvM6 zxn)FA5lf(obY$hV(x5wQr&l9wS;Eqkqs;u;$)Zxg%r?+Qc+;4ieO>BuG#VRc6E-&B zf&c&@07*naRH0b6>kSso+?=bw8xDtt7lQbv6eDL;Om+~0N;p|&16}M}R#i#((IZ|p zR~lL{^q+Ic70Q)UWHX~yTsLDY!QH=Mwozd8M?fYhR?aWu~`%%Dv_3oxFOzY5QVn$zUfVO@Wwq_^UgyjV|fI=Je1#Hkz2&hA&l3^kAe14Xh$gy>K(I?#3BN9x=A}5BBg$}QWH_EqarfZJ9|C7eQhEh+W2pDwT*IUi2i)Na6{4;?rwAEU5)y>##Yz%{>dk}fB!y~=Px1ZH8cmH z&Y#^@l~JToZGgJKDi^r-`Kog#l5{(_-AxFT7vfDnMp*$V3M2n6udj`h z^LTuM~7@wx;BF%;vZh+ZWAU64~Q zIVIhfQypHXC2Fsosbf!UsBXSWM_6oF?wiu2C(#-=ffS{@F%6f3!&3*O^~(9^wsLdE z5>YlGnA0@OzK~|m(G_BZuKcpuLKR!5e`gFs6OwJnaYgSOs!2%)QHMdH5lT%XOEh1U za4AB)*VO0URmgh)=DH(?@@jCz_8 z_e6%AQvjG-*FH+6CXa}I<0=e~@Tu@e|9k9sJ+CQr7>a_;ht@jkd0a1)`iAx?_OoRe zB~FLb38SKO+3z0CE0}T;mOiyHWAlJJEcoi_S_f&Hl~Ue;)pZWtH*Nuc5fwI7ryWPn zPVEg9J{AlPzt7RRrr2|oKd0~DnN$6CT&OA##2a~SxqVDFm+E|pp!6trzo<_{5V)k+ z1QIs)ooLr+PM*+z>@-xvVPU#+xf}d< z?d!V?5E zB{t0#kH$xa8GXK7qN!>~4S8%dB-BR6G(_J(ADh}LSXp5rMmj1aDLN??-g^IIeDujr zusDB?wXP1(Y>mNaO8Dvf)QwT_G{gFOp{s0Em>wM9_4N!()-MqX!o#h@JRu2N6U5P@ zZd6Qk=nexb=j48%bxmYPO(cA&ghlSF+qj{86^6=+R5hHpKI?;&B+`T*c-o;-sMVN zOJB>}USm=nvUpx9mjY3f8R&#qBbf5bbTA)ta-T~gv@}i?8IS~2Zd>u4nfQ=`;cE?a zub8^BZ*-@_F3n6Q;?2IC`)HH`k^3Wahm87J-Nhw=-16hHpQSDN~k&WZtmJza(?m_Px zE(;YXvZ{991$UsR8qFGSjP+)H?oyr2|n%GbUE>^iVis|f;%$w zn30Ft@Yj36c8jdaJUU3$(x4Ue6*_%Q&mZjoFq|nosD}{j0SK*QQ3kv+2z>fSY6k^P zhp+Xx@7Zkeuw5%pg18A~g*_6<%SWyVb2A_~>nKnaKift8t@w9z2A(CDD|+oi`3Gmd zQG5#ReW;JkHi#cfw>-qrIgRusXk7K|(Tt z+jph!WYE8Z72bMYWJ@3{bPwUXLFwr;2oxVD-ZlRB5P@yI4V{y8kDsgv47x&yL^!ec zNPC$S9mO^b(f!FniJJnQ)Ht%z*e?X5q8 za?2kod3Sgu0f%0T&U>{Ey1C*Xxs9?@7zES;)AYccllH94!TlWzzi`TL=IW)BLdu)Z z-3eh{hWw~h@RBeM9#j?Q^t*pKvZlSvc*nMXS1JV(w~qk&j2Duh!>KcjPTM)9!@ayz zCI=zaY~JIDkwdq)!byFk4X7On%3|X=K_Phob*l|!m%=Ezy&pZ#;L3#piwLyNfmfPt z(@#uoXUMsZGz}5wXw&v=%Hq`(RyzM)^UEuVk3akn^=gf3wK2+%hB4-Ofm#z=nlhZu z2-3<mSKE&4{v?+Q{xDjUA{(LtquFNb{gbb+0@ZU<&-iA!#cjW zI>X`pM_4T9)?hGQk@+PrnK2;zy!Sn4j5^A7&JpByBwI|ijfB+BI{_@5QX=bC#LOq5 z%pc!p(=CiE{4^9kU((gZZrFV?7D2vgy!$`oYamEsZ9Lb6j!GQY(Hjz}rc(?vW}s2T zsCFbzl&)e^EEIpbi!iv7uG~0J6ix0h4n$>SbSkWb!d8Y36bxaN@jTUt-8^gQR?0co zYbiq{jNV?@+}TA&>^>?)?dnqCZ5;+Je2cxCuWC+|h z$9M0UT;aN2xi=A^2D(F}nEC5cBWwzTPPHj~4z>?7BzqQ@|D@at=cKlVbmmAcoe?UD zgcokkhV;y^**d+KczwKMj*Jo(1XY2*JT4zbMn>l5pllia-h$)=#Voku&+`oUVbA09 zfj-mG+%LcQ67%^SqR4S{a1Vo{dzdY+v79Y%q0TT;1&&4sm>k~4X0S!Q+F-SwL5Lxa z$^niJ?_r_SmGask1u9h=@2C)4zh@J{umBM~hM;2v!FNJ~2=ay3FM_I*MQ`fnapZt% zTMg*g!_u;kN>aZ%!em7t4`;x;vaO1t%Dj%|Y(43{MudvAvODPHv}S}S9QV<6Dcrg4 zon0Ae$;MEsf=>ZE9|NSwIo!hjU@LU+^-7MefU+gD8acUw{bZ#~qu^7F6z6SH(xYHZ zs#~pmwI|`$WTPaTtG<~|?lH$arJ^!N4z<~)KM60xWot_cNH;|#0sXob@iR#eQBG$2 z_SwnRxOTwpMU7H722Bb_Bjank`X>sJ2>ZCvWGb6squgTNM|3H-xtTzt0i?RK{D`2? zB31%?r>M{hBz+omZeEnQOP?h zUjrFl1cVo)je!h_;N%G~Pvy%)viInOj5>8X%dEmeQ61%I`UJT(Tqz&l2;~(#Ab39& zc%QTKRIZT{amNb8`AU4dSNuNFb({^+eUdqvDwXjUb`am#Q%y!#n0qQ3bwwMG;2sCX zlr6>DO8=7)Bi$ZpH%d-MrF@x0+n>sjzVM+*6?ZcR9@hm^HNi(02$~sr%awt3rLx&a z9{ijMeUY*0C0z*`vl&vkHHHr0_oL6k91nS@VVv1+=Y=JUF8Qh$d=+QW+6*3aOXS1V zZLs<0`^~Kd4eHzxNKR*DsCIqoW&IsVPf=GS~TyTjK=KQGT5d ztH)-fb3`>X+c`M%$rSJW=%;x6)&sow;!`x+$~IA#fzl8ItssjA#h^eVOH1-sH@LVs zL-z7DUY(wz%(74-&8lzQCWcCCZ-BF5gE??N~sqc0p$#fKczI)G_5Y7n_G>o+jdK(j0 z?IlX_H@@%NBX@em+Qa*UKBcw#ax{b*4)EgnQ&V;if;%JqE<+D1}I z&ZlGQWs3AVW_X8$-$n^9D?*tsw%7aSTVgi2c4)CI6}Mt2t$-P(6se5TW+c9$pNJ2RAUiL%lXoj5k--q+AN@|5yqpDAsW@Y)Z*$I zuQgIB0}jeD#={cTdX4$zxrspMqQH8yFuGno9Ah}1LQWQFW=m5UfqGSmI5jbz`rb<3KoA zdN9B#9f;Id2E+IIbC3mmhLBv9UTTDSDGgJ;n~zyQb%a1oc)stVjQ(cN6N2#okZy#C z_!Q)DR?6koJ0e0sH9)8z?KwKq-?+*a)SHb%pJkwum*J4E6sb;O@cNiv-aNfIjIHvz zQmh9cLPaT`I+Pw!IuS`I@2q8Hg1)QxTH|9E3)do3LC8eP_Z|>9`0j)^y8OjnP}6*8 znlE|s_IyI;!8Z@~QI}o$#)rRA<^^3C+FIk+=I}tp9v{vN0*^Zp1UHJ= z9R*t?X&Z$Qd(ArTU{c(WiB58D+5?L1+Yp&Gv34rh=19(i&N+RH37$*g1XhNEYQ75T z1*c)S&xMCWf*@p$F`1(6Bpgh8d@fReSUT&;nv~3r19^$*e0m#yPCOsN91l?%T5j=b zpnJo^VS`)=ZSrl4N+*bTJiXCC`DO4MchucXK-zyBPhe(+bLKZA<*e;Y@#ndxvllTi z+sx%msvJUQZiAJ6?!g;FnIAveW>v^cjTBi6+qTt_mD@CpXIU0#44ITPd3e1>a?e5Q zQ!s@glJ`vcOed;Jf2R$dqZxW+o9Gf(?0xrI6VbF&-cU#zbBF{|hJ_}%wVhz4t2c27ecU7n+qrHk%c zg_aB^k>`e(Nk<(u6Eg;5y!YXc@s~gQ8+`lur>J#(YX`TqkjUCFVC!Qz8e(n;lx*~0 z*A)K`pZ)>!t#qVnl7ZI0pQDvlMW55|n9}65Z{Uq_xMzr9vJkQNqB*?a6 zYXZ)o_WPIH&+Wb*BJpq}iCG?Uf=z!&OM0n^@wDTD$kR-zI}y&+?1rTC6xxYM8#C>L zn&7Z3tXyzq2~D1M7SJ4-A$zmP2knR?(l`D7)P9}AUsaVoS6F1yATMxnagGwwzz1dbu`LEVKhgmo_cL0C(>`!gjsFcDXCxy}xHaVw~tJile*bl$!tM+^Fp!xwfcQcSR>aMZXb`d^aYYu7o7 zKTm}P)4ImPPm)F_IS!rAV)v(~#_kJdj4^{b4PLj>3CLhfp4ozNb}BLPt@yQXq6pXt zq(p>Yds#;9Bt<~Dh;Qat zZ{gEhxcedYZ;;a=es>=6=dT`@7wJl0QSnXM^8^Ub>&SoO{f9(&MTiKcLS^t9*)cgUuk%-ChyvAvC)dYYWJ#Q4k9w(DB|z)0~M{m4)c%q4V!XwKSAq+ z-%IiA$lwl9u`eyG(X_8c{0Y4Ytqpn~>Al`uW(Wr2;FBVAeQGmvss46mQb8QfMi8uy zHtZzrKtm`U1EJY$1l8{*NS-ig4P*T2JL>#2VtRL_TP(tc^82WXcGJ+zv7U%Z*#cyZ zF2xarw*6&~DP^ zSbp8=@QO&>C!~Bu_aj3h=!^)>Z|CmY>CN1tNng|7l3ZiLMoY(q#N&e;CkI0eClg%P zz{TRykngSMmuTvZjovkm+)wBEYvyMbY|_e|djMWY9z;|3bDl#k~orHF4&-JBqi{1?vo>gPWqneA2TH#GX&Z42|NPlwpo(7)|9 zG~>wV7ai}_(uu+YcFLr#Yx!fNIn&|P=+X;&=UB(N^qFRfzjJ&SUw!>YkK|JMlTha zH@p<$CEw+E>{|m~CUqE=9?{7Vq%nGif=TIq(QP}}v1`~gS5Yd0@^db%1B!FU;n$$B zd9}84{l#rabvTb8QRpsX+q&0od0@gEP3`3ft!slK6PD+}@?>=BCjD|W?bjO}fQ$&c z|CHS_ap(8Uj_s;a)Wy~GraOc&{P&H5w%ZvSa(jDoJ=5WLKjICV`?}aUd$79qxGsVc zOKh>6tcgdpTJUp`+&r*~Gs~gNEJ|9k|3=jA9Kne8Sox$h^Vkm~>%BfEussfMko%_5 z!iw)3J4?d6*mdW9=UA+!QC|gfk3QvwMf3&)8zq>bXUC0p@lf+VZFuBcQQ=3@eDW?v zyG)v2)N`~A1~(7c_qyF>Ch^HThj@5U24meB{$-wy^ZBzP`k|v8f)~8PJkJZ)$M( z?(MpsI<&nqDFXIpyAXT$ZLioT%GcTI_Bn9GT{itg1f?paEnv?Uf-730{T+>kx!&eO z7g>e}hrqjswuZ9Ga~w=2SgS1#$0MlC+CUL?s7^=cb@XmDvJc5j^v!6B5VqEuBRVQ| z-T)rH`>vUZSFfL8yIC29(kS8@El^9;TU(!5&zqviFdC1{;OR1fi;cw7iz^55R}Q@R z{TQw{9&BGv9ng zOy(D#f8n+%R>G9Y30s2GU+(7@^@AZPb2}5Y!^$Uyw)Dnkmh7vs;Y4}@-!84blbbSb znJy2inc{Vhe7%KiwvP8hwf1DQo-%>Kbc$j)h8PSD2)1x35u4@8pdL_L*##Hz)kgn# zGQ#-a5JOGGR~8uO1N`m}zqb`bw4;67m^vbIy#ksu+<9w+!^r{W)dp93ABMs~ImLJ| zf!x+uZLd+I#%!aJc>?2u6HKN@D4Ps&bcJfMaZc;oPY3GH)XCNg><~wk2&Ex?@81wC ze`shNSeU%!u|AR-W|Vx?M2e$u$~jlCQfkwpBS3akaAbrwaOVaShU{hyE5!jn-{WS}cd{=!!T(M^ z7pccqh0po9Wv1|-et3eveE*mwPpFWlB8VB8^)O>EPP!)?H*So4P;X+AA^9ZBkhZqcpCSt0Z3d`j~)SD$%7tgR+E<9wd z|4G{1D)8X#cW`+3u~nuLFh@x`+%tQ_HkkbL^aieIeQwC35hxbWU~9lf*KXAXz~ zit!=FCr5bw`dh5$*A~{Va~Y+ZQ)E24=%apTjTX}Nu#0ktmoKd|DKlhrS#R0M?mlK~ zst2X9SM;B6VBKGIw#h50;e#uM<30=YgLY&7#yBpd~yeQHpb=h8kdVR z$l)PI`4G7THW`fbVlWJhf;-+|Cy2I1;opNrExF}N+_Q;<*~j~c<{W$V zzDQ=vL8ij9T8gjV$5YBD_(ABhVf}`#^hTPqA~7m3vyvyC$e`S=ov4lbNu2-yAOJ~3 zK~!9w{VG~#_8iH2vIKgGQo^Hj5h8{^Pr3T5AV#{dLWx)>l0Cc)Dg2fZ3GE{*T5oQT z>AlA|e((g>XD@O2?97yo(WR}1lLL&8AK>8O53u^`cP1Uc&%@50RTv_fvv2=o{_pBS z%}jmrw^PRG(`~0Zqx=c zjEIR@cqJ*UpSb@C9;!?F49W(_(+qbG8r&ZX91j%^ONFrlw4QvvTwuPqL?eb!+ZxkJ zVQLmP(n5$ESD)CF@YB!CGXu5NwTms1$#Q?_>G}3YAL3$miS6vtM(#8!z!5=N*s?YB zp<%Zsi4sPA&`t*(z5DXTsUbz8v>CzHVwYjKtIu1}v1BY;*SdKq9I@CgWunXc4H`_h znrH4Q>80rX5@9Q7^jv*rx91abspTl>Ym?%icC~g7WjO7>H&7REg2(c6qP;NP`Ye zm}}U+?Fb{s7K?@HdtGfr2V3g-65Hh(>)8yW;}aYX3S3kxTx?EpG(5)Pc#5n9vdI9A zP`I95+J3AWvwv&;092vM~$?%GNk2mEYx3h8Ycn1s~GI3>j69} zzW)rQk`qyWbMg=&Lau!8eNyKBv~l)EaRjT=xN}NaYb`KEMg`+2JS?=G7IhG~1OpF! z9DPThw+1NQAUoo&tt0iJP-!H^nC6A*+1Pp)e0Xlu&&siHD=Phx?A__DeEGmWg^o&X zg!#}dU=+J zSEi3|9J6m0m`qKkpsmr`ULH;z(h(wejXkAtPL3?e6~En~;flIc(DLdWv-4*V4Mk)! zR65VPk+}cvM>u)#1Xr)WjTGSBPi-5*#xaoPIK2B7PM`h(wXB`1z(&xrqC`{IuH=J;^Q6>|BT z%I(uO?^Zh%H2GJN*&JgXg&USO()RV)g<)5xY8MA2tI=;Zd2*GN_WI_pE^ zyvd%J9;pmYZM9BaK0-&k`MTrYyAVZPN3Ua}<2#;~yz9Pw=z%_D&}|&E={wzKO!k?3 zUGG(RMLadAxJ3hJym`Z!zSyP6_I$?>2B|?#q#BWw79#o6MQRga%5}=!9oOBiXb?$5 zjdJqi(qH}_T{iiy$BXojq&injt>YD2#mbNh1?u*68h z)#26TH@052HTb2Tixqs@ zR4P1#2y(48ZfU>ne|RO%o9kfGb=P&VA;}MgFv+Ep6J1igtyGiz&x{NRY6~ya%f`Gj zohg>}G^hR7J#5rbUkJXIdlv039Z7_d>fBlPGI03S{p4PW*5(Yv-3n{xeRc*5Sd;c$ z`l;^A+9ODi34zIYip^?mSmmh%9hh2klfmyFlIph|?=A?@qGEj^OcBz}-CCo_yYF86 zi+0>e2Ltm?0p@JhmlXP(M*5PF`X0LSk02sJ9uN{4^1^Zh>3i$%h-W~bui^X#wV;{u zl|?csSCZ81$SQL#w=Cq6L_0;xT$AV41~pJrIhL0z6pb$5CQOP&rFT|+ZPD0bYfAZQA*yf5?lDJii_p30 z^YA_ORat;W%8d4?QD-{^*J(d3)yhf!F{pmGx%p*#&E|f|Lo>x z?RG2xu^f-=r{w$80e)lfB{_<=G$f;{C-*S2Ym#$X?BwK1N%Ec|crpnPFi51oVfUMG z?+n??>5F<|o!EwG`!%|}N^I+kQn{6XC&6>K-*gg+cEn2Ye)W!qH@v+d7G3l*jDq!7 z+=}p>aIh-&p{vOmEOQdBvEwNYSI*T%w`1k$HWh;@j_yCf-M8MyX0yTB(?4K& zeP;88*`W;sU8YBuDbhK_Cyzcf-n{YZGUbV~(i+^xBx+2FJc$8vnVIOpx>}=@ht_%5==okkh-Qzw$A^xz zy#4XdaQ5vNrmlMK;QEWyW0XAwOGE|NKb zUj%1X&qnT}b+VhWKOC8f)P#$B{EPb>dy-x5cdHv<kkH|g$RsM|M}hW+H}J(-`4*h6 zmbkpjppVD2ckGF)i0w<>kP&_NpfOeKcewoa@NV(jaaedTUZP!C#m_>={OvjnV>_j9 zLGIP3B3fhpM4O5fxEt2aKHms0Z<^qrXkD1K5s)`1yQy+aieRkswBI9=i$S$<=d0kr z(+;|_#KClm%ZqbM>L++saICne?F@6Le>_`}Lq8|UDHY^-aPE3ZHX(qc zFE7i|>De&yM-zZb*H>bDEG(!R&Xg_PH4|X^sA(B!9MjPyI}db~Arx0%e(7 z1G-jTe^E5Uv=iPD+4|HDLO{|UI~t*q6;!n~s3+BIku{doF4G)0TE?o{I$o7^y{pE) zk7Ru!H)~TN!4T(ex0oDEA)7VI@fh1pgUw=tyvQ&(K0G{}FHAuQ%SC+k`!1OFwD-D=yT% ziL<{WW1sK(=2O?_yXH>%4s>3@1z@n-STx?V6LTOOoFbEZf~J)3A zzNCkR2)Wb(Ck%||5^N(*BH|!n%j9FUe?$0-H}E)+Q?Z<7 zCuE%$lbR*j#!BQUXel{@^-*pN2_JbAxqC~3hTq`fVXMkKJ5z)u^YvXLuWc7?ph`9# zfH9qRd&SJy6EU9oOnTu&<;l$FE=|BV54;nI<_m2LNu6z94lPeSiE+DWK8HSvmbPuD zH+rNeVp4+Fx(!1aHhx!D%WEihqfGlkA}+-OP~L0IDIi=+bb!;x*fA>eY`_>O}`Rb`5!8w2W8MgZKx8FmxeG3=QKgVW%<>#Bu zfzt-&^zPd@dHf#g?FKKt{0;JAh@-bYz`?z@@cOIYp)qXV7Dj(?_mLr~TP^089G+ma zoa5Ekzk%E=jghLm>{Ii5awUVZr~*0YP4WNy#HME3H+j=4}iU)n_cZIv`svny=!0rKGx^-4nr_cQwS z?W7q;Th8e4-dngne~tOsbC5ctJEhTzmws|N#GOa)VS0QYv-202z4{v2aEiD8;;&Iv z8}s-4;><*H!-S#S^^hK5r!1oa^gY(O|^^>*QmNa(L%z~_o`j|aE3reV0 z3`O`u_3RCO8)8>9r0d<%O*MQ@eHEN*8R$J458ds0uJDKe+i-)^Pz?@C;N5$`ow7kw zNi>=~EYnQ>cHR)$T$XmW<+_a4P~ad}&jZPT{~8sbY{X0})Fuj+*(w4khR8=#Yj|jgttQl}8ng1P>=O=|L);x9 z>Zk%diuF4=2drb&J4gH^pc&xy>MY1N?@w?kc#56Nk!Nj1DYxkvk<*!`sPdIuj3LuB z&M?h7$CNu+_5Puwsa8Rx_sqh2h|;<^8VPPMB8N6iWRz>i{2hWam-#ZM5ka1E)g^@0 zMM4E{*6-Bk+}LvSS}4Az^;nirqGCkE)X%m&tnX*oiWaetBk+g_%B%=oMMUaU1AT)cgPM+z%K_x3z;?C4 zW>Z1bHFQxDEedpLL!G{$TpE+UpMDkX&=AHEYaMsBvQAq4UA3HJa`&N0)6=f{W-x%v zYLos{Yw{FRLQp_d@p$Yy_A>lv-J$K9+%><`@BO@RHcaZA?rZNZqj4|3(T;ZCNCxOr zja?haw%nm{?GwSislU6vZ?8+%zMkjgCVho;A?L(^Ma?KPdsN#YaKn+F)%E;7C&a#g zQ~T4tqTdVdaYk6WtdYq^$6KpNzsqi9Ba9jewgS5BH`YkCqdZTSr$cmftZ%#9k-WQr z?@+#W=Z@$38*v3UeKL!LceX`%7ee^EbLbKL$2=aepJ!3^z|503@qb2M?iAX8D-WRn z?;JtnOG;CsJG2&o)9zc7*6-V3cuy%(fcOC zySaF2Q7c?Vu_j0B?F}~97=aQDKT`7f#@jNW*#EdqX}>*ByQ%HB{hljZ;l1eHG8QEc zCARo|6_Nf4OWddx*+<729v=vk6(aSr99W-k4VS*-G{>e^Sl0@b6c`Q_?i>nim1eeH z8(6FMYHK1s-IwdFMuiLv`bL_Ymex=-wYLSvwDyg})Hm-ZiS?2#6%Bv)grgh`))&xbFEPH zde_muh6PqwDur1uUT;^HIX{`7JVGo)OW|ejV$m)lnZw%PZ#G-&q|`2PQ@+sgfE1dn zq|`t-iym-ggB5$;a4^Dyhi{|F1gg~ntE;(T^sg36)a$t^Pg)FgDuD#Dk(rZ~s!eHqOg_Cb7?etd&>=sODKYLWA33<*1KNW>dh{D%rFHduM>W(50&MQS=l zw1drALxS$lJYLBYqJdZJTo!eW62^DZ_I8}u3d^cZJG z<)wi|Yo$zywihRy3m;X8-Y9~_i_RX5cSGT#-^zvBVjP~L4ZClFM!&I=HGX5+1tk=q z=wEB%DkA?&pO*AR0-?Tp{q2wO>hoVY z+f(AbAN?Dgz5Lvcd0zUKf+YFp##`4>K#uIEgV<@oqt{%827|Koo!r~+vs5(30FaQfwM z@uPqJw>Uq0Y8)26edWMJ$rq>J+MH!~oly`rE0mK%r+D2Se(&X@AEhpbq4G$$+Z-0e z*cj)AMo$#u15{@(gA_4iD&3}|u$f)D+_XzFH%bwIQAKAZM1!ko2bYn$~N)p~6rrJKzP)piNBUAH76M-fDNnE>0v zX(D(5d*e8E_euBBXIR`QXV^e##EEvq>Ztf)e(uU*?iYpZI*L3;t)tG#7Q`J)#_&^d z=}#}CI(mrY5$#c2gSUDSd|ILQ=P4@p>DHfdNG5Z^rjrE}E7Np*|4FA0XPk4Zv8c61 zHU2Z1XUHc*6398NL3dt%T9 z^VyY2RT9DmBvDB(R~lt;Hrwq6^=yXmXoA)G!k_?EU77wE9~}dtz^0CaM1PKBpFK*X zdb!s{>67nfM(#q!39oYV^>y=lX+49>v*DtR?_^eBjM8may`4m_~n7#Z8!^t6*-tZULEN8aFPhGiY z*uHCYwxHhZHEX$cFuZ}`ubg2Z$hp!nX>uJMEr)1OJBQCr76-N5j$%=i2Kk`dult9- zqjeatOOiqLXa^MT8;R?SmpFR(4u;c1C|pPGU9NKbsTtoXoU@BTR;l=co;PbxwXR8GIaeZF)5mehd^vvy9R$1K*9Zr8PCO=ERljQ%z=g z0W_T7D9KWoNEHlh7N~0dzg09Q1A)T{Q0jhLXU4eKQLwxeP}(z~W!$~H#@)8vXeGKf z^|n=2qsR*rx!+2OLOTOAp`UiXxoE#}hAC-t<_%O97>!FCNvqb7x_W?i=9xAHJXG2@ znXp8H8o44_7n5;JhJqp_fK48D#Fe)1Oj$zhdN8~orMah0jcAOrP8wM#Q5OF08F21M z=s0{*qY9`EfMN=4H%myKNRj8!A8&wkqOp{B=O_kMYUTT{M4qh9)0Dp4@>N=4kQ^b(UdW3p4(!?HU)=7U$O&`11F^#P!8% z_a3|6gb5t}?%zRK-gW(LK95m!;d32?nQEB7Ha;~MhPYAaweROYlcwT^l-<|H4oq7f zvKN6%*SJp&2aC@2_m~h{14dGbPTK%O&B8wPRtDi{?nlh4A^v;a~Phcb~y%g6Yv+!#2BFUWMGjXjrJ)`y8w5 zGoK$iJUGJX(?2=oMcIhIBdwxUb9MT{L^j*=&Q&dNubde}3l4hTI(_fMDEN)#I@hQO z%h90ovI|FYmSHeGHf_In`K7;3f7b}AM$iXRv!81?sgAy0Jp0T!8N6r3RbWu&UKX&K zMf1&070a=)T3q5lzHMNUu>?~sc?q9tV~GL%(m$+a}drQVnbmUb|h zRi0_1Ew|1+9W~SBkGcv#T^V@4c7zGX`mGgxQxZ@%$hR8|$`ZBCeU+vWsOrWL1R8g) zu-pQ9o_PgIkE3Si9*?IM@g;;oSLtVIM}u}$49cN#Na*Xg8=GUROKfS9u%@X@Bv~8! z!{Hd?@iEGBfX#M=i?f%;AaD}N_pwTqDXw#P8OjHSehZFM$xwXoTYHB-Bm{G0cdumW zHIO*^8tqkr<`Do9TzV=@$X*3JjS5ESFShSRYum4-xXp^lxLk#Tu_!S5;t%-d7eB}N z2Y&;J4PHI_opBTmM^ltViKDW>gTVklIJt|(dmmwO{t8#;r%7-0D_Y!d`X&)f#rAja zK1SqMWmvcqoiR&z71s{1(QzwrNC)aTM9=0h#&UI01)4;{Xtqtwf_! ziLyZ%)`vy|7DJ2%6Fk222wP2*yIjCh)Ce?#70ym))&Zb-qRIjr)nK!kV=@?Fa&(AM zS>p0_je4^-cg>{mCB(HHT5gtjFc@MmoMOGYv`B;17Byy;(3JY&I~ZV{1{~AVzbicd z`!Wy}Q!Trmv8xUH9IfcSmu|OP>+Le(sb=k-cl#Db^Ibc`21S8F?~_e!=4}Ha@(oqa zl<${r0Cqr$zcR&LPuu0Fh>?W1M=13^m))ljf|M4|V33&Y{DHx^4mWF`8zS4m><}F{ zQVOhG9sjvwli=StqfRACSbRP!E7le8_x88yd2Vco#|IgLe6w!fMKXhlbkk6AE!|+~ zORMN>i2r)E#b*7=KsWVfZ1U?I;a`}rp-p%1-p3C=`Vl_=>`!>PnnO@Tlj#DHp`IxI zUHzDJmq!%bbi}qj`%8uX2wl;xlTC^c)5w$ix5Y;c)#detmA|Ga#~2L{aK4nWTrVtasvKf6nqqW#jFY$CM^$f78^i!mt(Lg^@ChzXUm3_C zjL{2cNLYhwdVB}hm#0XNpl-8SB4nxt-~Nz}Vb~E@DPvS=qrWzNsdMZ{qX~xP1ad3A zfnA|6Fn;I$>6SUl5?~I-hh|>s3JTmju}6kVM|5QEt7mkfwe)vmt)T0Ou}KvQOUTc% zX!D9|%ipxddn0T@ajz6}jCLrsg4z&obY2!v1e9OiwfRMMc5q1UK7@OBw~E+$^X>2} zmK<{I_52}Q?-q==@JZ&%KKiE%8+F?>IbL6D;wsIYEl|`7`C6CCvd&)}w5l7eh*+ys zlk;6|U`qQnwZx{=0%A0>BxPqVfs0S#Sp9c!eW<-!f*>{bd8WTWK|g_ zfUXgqIg&eVxUV&oyRlLCLObFHrEz-YBFB7HW4Ya0WxX6&2SCQ(kD}pDZf3TxDRQXK zHGBjzGtZT|owHhwDrudIrhd37DVEzv%wT9pE2G?KGWvUvXq;q_kZ|eF5!`S@h8y;E z?_B5{XDTh`_6!xOy_ioNQY#qmlv|zo#24G3w_}F`Av@ukJs>lRHmL zS;_93?y1w=`sgi!_M ze>AxXOzEh9!#PdNznQOiL3#PwU|+9RHjlo{p&TcPP!=hmWr9W~Ue7MEh9>`8nL8EP z0GU)?kIGGDphJ|$$GBQt<9fX`sDXpg2qzC8V|IFm?P95Gq1ZB;u5+upHcrOzWP-)= z(%={~%?GerL%AI8?_%`dFhmi;DQZ@`jNI)JIJ?`mkHO!W&fNB)B=>!j zqiyXPeJ`&cHH(F7^r_LS)4-MebC01cokU#x?yS^N?0qp z&oNmw5W+A2Gka2suH_o{tL`unF%})4omG zBPpfYs}85Vh)OGx5ubn~c3hT$m1SgKD0W};wwB*4vHS7@Pu}?jPB(OpbvO{3#a&hGVMP3@RA5WNrklW8pd1t8SfH(k(3CiIZSY5kKDW2)d z5urKDH)r+rj zaQC5sZ)UL3Kx^dMYelBF)f|~@c8sX+eJ5Ys)=eVN$y5ZU1-%&S}F`N#M@8Rm|+(+0H?1TMkM3bG zoM3+TZO3M0<>TSQw;_uH+u60N2+?*l1cz>HIrVv+{S$gVk0OpcrbJ+34~(iD4gMv`p-y{=H$Zdq^Z88Rbe0+34`Zlj z(ji_f{9QRBF4H%Xv1+?5v(yIq7MRE_HjO0!)Jna9_iKnimZR36RW3@Yq5hg+OSiJA zjPc*pcFpT3N4;H{sF}WbUDw9YZ$xEC{dA=d!}c#mc=q}nmrLtx7!HQ!y_zI-#zehk zgQ6IiXY2mfk$mN9ZEN(Ck)OrD@SRjT5?B-{GYz|iiHcTL<)Vw)DIiRGk0BvMaB$HM zZ)9CE?}$wrk-X%)CZchcZWzN<>Ym7!#Xk;oq^WFnzanGE89@pmPf!I1bLxEXrLcC< zC-Jvr<r2UdCx93SEFUww@E{V|R|{m%{A-<`MK!`=Ho#MgiP zCBFI9|A~8O@Rntl2rurPdZDvBWr{y1)ob=SGDdtGQqX`{*Xg^XVC%8((1Dh6IKlMb z80V+2JM(#?Bh@*245>(o_eeju)C|%SnNtX%M5a$e@b5^~xL7kt@1*BN!ktu6minRs zdZnE*6~;-I1kUoY;T6$3Mll$o)|Ek;u9DnA-yM!dm>wNsS#Ru~DHY1RL~&T)@^Xeo zuYK*LHW2Fyv+WvMtgZf!%E|O}4Ds#krXfWTdFs>&!I6TIn+G0Mx#?@+x!|?$Q z9^Ava9AG`48yT0mvVU5}Ud^v?baVpsI&-C&VcW0smzX_tn}ZvFeMZ@z-!$xhrk@8l z7^yey`+v^kHpcUfx_`&{=()zHZn-lhp;#E&7fP^Tpz_W?)q*43{@B;a@+QuO^qQi} z+h~tiIPp%2w-5R~Kuwi1DFReZCeDO-yX|WM|2x{eRLA+$HttaH2IsEfZohBqb1J36 z6$jlX1P|R&j}=alx7;YCp2!5R8Wb1n$jE?v1Pl(LhWD_-iHZC*IMo@u5Mtv91!K>g zc~)LxGC9Fwu`!U!%%@OrL)7)1%ctahNt;P0)XhQrCAj5&LsTstcf}$ujO`Oi{v<)d zsZMsV^T`UQYq>I~{NfZmQWGf{7AAXgbb|GIgH5GHe&IG-6*L4vMuaQV6-`p*H)e8{ z3`fTpA3la!&QWUqtop(ztWccXE4+7}k5HC}$cqy9A3VYJ?9Al((|bp~%G)o(+ajI+ z=3{am*;6VLAuDZqoi-@SA;xzfV=^9Nxtv)8)LftA;NXsd3cvpBSN`2}#O?FH|6lNf zzy2?$Ae7yl7XKmRrA?fQmie}9KA zQK+Tdy$}Bin}7bfA+?f9Lmw+swO}|sHbjUop8m5(B^b3!H+?X&8JC(tUB7!Gd$dtD zJUGVX`EzXMbBD`_jejj8ae7THgWVh*Ob#Gqj@ju8qeyvFMxvCe zBwdH+FQ<9U{JQX&i1!I6C&)S5t9U0ncM5Y0r^SCqZS#@0e&xCixfI6m9Zkl@h}DKA zIgo{`TW$KpMU|s|?Rm7}3q^NmjN(Z)+&VzF3aI4q&z1RKYv zp(FmaL9hrzvZc#*ZnQ%{Dx-{R1k=dCA9J&rWhMdCKN^=@yr9mC(F)?0C7j3o9Rh?z9#df_mV`Lm>GE6R#iYcpq zi*KgO@$9M&NT{$EaHTJdU_AEB=yww?5L*&QgqcgU$4Fnoj^-y#-|!R}97jHNCw{J9 zx6yoW8!S=U3L{_aGDf55w|2Z}M^v@NattE-h=Mp5(E{KUreu1QD5wSPTDg4`O)zm!%wgG zO<=d-zYCt5z5|s53-(0pun`?l+t9ZR^Vs81@b6BtlF55_wl8@|rHAc!1&4@tj_5sE zNBheIhmnwh;@*2+{35!8N{suedQL!%^StC^7<)5*kg5NMgzSO;JO%k!cgiIedG z-g)bNNKGm#Y%-#5-}3YnUw`uorA8cRqh6=8trr;88{C;3;PBxSTwYvaxm`h`Mt(fN zaCnS*xk5Et7&24cXS2l&)59YpyEf}tNbxikPvH54`i?h=hWmMtQGfQ^4R020j}O|1 z{XK!OJ`fgO@X@8tp8br>@1w1}&7eJ1b;~LC;5KR+WI)8SF*pHZr9%h`;=!*Ao!Vx2 zWV~#bmgfSQ-%0rSCaq1_pw{;R#piOk>we!AT~LIrMldqE_~8NS6G}Ek+aO~O7tC|b zLrGzR^Y4+0E-&y>rv9+EayWFn!IAPM-E)Y5%oyIcnv)_HivIrWS&AtKkz$Z&)y{ZQ z*kXkHk3Yn{#~Yvs27@k=!G32yjP{=;*^P!Pi#ODPPnoelBT-so&D=-AvYzWGS0grNaT|g+mAQ997(*XzkE4+EUNUpgv2293IzlxY zVpxu#G7WuQSZ_}<)BSG}CaRWUYjXX~M#)1utu?I@WrNK%df&`CsdO0}8@XTNB$N0r z|LPDwygR}F$K0DXTap}CVkaV(yS{y?y&Jt@Ar=}53Xmu>N-~*g%=B5`^wabU=F^z? zVKgS%h$D`SAch1;Vn=tQtE+3T_v$To&n-gc9&6^k_f>TRq)i&oRrTJzxkN^IxF0`$ zypg2FykCX(~VDCRRmLzEi3M|Y9* z_weMmKY`-*dkLG`7mps{&imiM={Nrjm(L!u765@aY^Oi?qIt0G+ga3s=o=<=J*Qkl39Y@9F^rXOe?-Wlz{RIc5*x+Uw`cJ1Fof4qm$!ChRRJ;wE`C%k?eZE7%~9lia{hViX8^qWxcElmQ}oR1C8 z>&@Gni0sn#`&|nbsQx`odG5HNKMsgkph~#5eA;K*om1?(w|KT$OVcIR;|SRR7XZe< z$S7~{(VZMvlt@y6MJe!V+OX}ubCe*L2E0uexs$kFNj$%(aj=`=?ml-EMp;tUUZP%2 z(a4O&`{=#iyLShQ=-Nd47b#XvgUjm$18Irb<9)gFnF(WZ#18b{eu}(2>B~AQ3x$f+J702&QYdQEPcFs!0`ZJT&5)U6fgSvc% zfBx}bpe>U+*{wRXGV1A$7ZHh zd+37rqGx2&xgBsB&{wnA(4LGw%5uvw+q#>4_LnwP9T( zO#me6BDwpq9b#5hg=c3^Q6j=IZ%`s)8{Dgw*fz_7SK&1K-&V{w_20`idl3Y;CFAq zzT?pBY%{3&wnuv`wmMDQ?{gF0=E|r2J+{}^T08;xIU8{J4foYby1IQm0wopgsm3pB zT!K}ZR^+Y~cYH>38s&k2jnDT6U}WQ-al^6c_g@BlNe#*!o#8Lm(a9lQ9U&Qs3MUtpc)DPxpqX^>pDc!u?l78??3=+ScVPfjvTJga|Zj zze!odhK-sE&*1LZJ*78aqZcYCMC{*PInJUnT0P#LnIx#=Aqz zS4%9&@u4<3YR-WoPegLes1Ai)F}op9?N#ppD{+Vc^(Dnih{Xh26vjA<2qB9MTMGeR zV@&v26~@7_0yZshEjppDTTm8N+qB{8_Fqk_yRb>S^-KM82csRXEmgY4s#>9372JBt z(c{c$s`di+-kjZlSP8yHZnIWNDp?o{k-J6ffWs$gvwot>me5{&jw3ZWfJ%puy$rIv zhMp&DU{^SdAQZiG%EFecPVL+s9VyofPZPF$i$Fm`j5(P$L)5M=Pcyvx;C&n%9^uuq zU*dmySK&MF-{!ho@br0MJh^Up(SgP{m5;r(ha6+Yn@!Yl>l}UdQ|#Y* zfcqbQ2gAc%wxypw{2d?10dMG+i@V}0c}=$SGcvG;Jw2J(?%jqHLjG#B~ANW z<9H-7N;ET+*zrg;G9~a@N{n)i!@jAxFD;l!{i&;bXo7Vv+o2Y)g4=G=`_GlY-e`cy zsxbAxszgHIWhS_jfMy{90s)9>pKu!i6ZBg#RB1|c5*Pu$mzURgNqPY!f>bv==L&MN zo7#wn0g-Esj`XC&_vTTjA}$ zVPJ(FUAX(uMu?99I?>5AZF9pS*C_f~4D`5>2)}dl%_USqkQn?Hsa-%7XO=eK#Tr=F zr9^JXl6Swab%dJR>zaqlSsP?AeTm=w=r5s4%9iFB5BE_EfjQajoERfZ>*wjP*4@2Z zJ(D;%jTw0|uAlYzjqtQu*|HU~wbo&S*6?NFZG`T;!%ffsCJ?~wgya1KlugMk{G^EY z^+-!-!#lPYiEKxhkHLJoH>`fqp2B`lic}0`WD7o7!3iZCq#NCnap_qmbqb8^{CW}O3^6u zFQna>xc3h4dbF2w>1CrapI@RryD&=qBy3tNv7B8n05BSikykw|n-!MJ2}T%Vf9C*o ze}wsBh9W6ZRt;oX+qR}u=fB|cjmztdfq-q=TWjFl?-9Ivx8e-}-r6 zjftn=3GcY(L=(^Z*d65P9rW=2y^)~^b5QJpaLr2nU;ONE7%brIBelHq6IX07#0^%H zGko%szc$oF7{f=;N#{_Ul{5jyayH?%lQb@}gC#rrLF;vK`4XT0^aWFU!R^WvJ0lmD zbNr`Yy~K;DKsq=^o{zCyT=IEq^$3Ii@DucUh6=oxFKlonI6#6`9_Cs-H;yqv>}bJW zjaz%?KlnZ(jB+q5c2f-?AFPW4{Sdw0-(xuJvuMzCI<@E1t#(gFQ6WR}xBsW5gqe1P zLWZ~NHWuiQEsETBDq|5bt}TvdmpMB5=VGO z!N7;PcEY6{Nu_arHp7Eo|1I|OA^un-xE>#1N$)Z3V+w_fix)hvlx59zcTAsE>y!~{ z;X0>voqFd$8K9Q6Fnl!Mz5C4r)Uq#;9row%IO-cSxK;@GPrWVP@t|FWHm8U!3hs4+oQc|aea-t zD7^nnf~BdKeuM5*dHYiWMgb3SA>@G)BE1#>o(iq=)%(hRdr9 zdQC3GNta-vR;3v`m03ZNKL_t(Q?G9&&9Jg@VFahJ>KKiOd zexsT;!1U`a{%9=LjlaE}=ziT!Z`NpE;&Z2^aWR$mNm|=ek%j!=iS| z?Ew?&9FiSq!EAvfn)RJAK#R=c4Nou2J=L|0`)HHgH}&$C3J2WdTLl$=JDxV2FbX>YD+Kb!b4ZlSA%~Wea4R}mqwb5!+7|j~ZQF;r=ge|}@gPUC zPP%#N*5`raAzus6urv6(Il%$5abF`XrGL5cRP3Eg@t zjybep7DrUDuG47%75Z6GuCSy+ZJ{HUQtOSH|H|5^DBJ9$5{URo!jExq!iC3cyYtAm z==9$MCf5_=7zWrhfH@J6sw@y9b+<=t>{vw3q<@x;@Yjt&SDQ6ytyj#rimun%a1m_4 z+BsW)+ip`^cesY4YwV0hOa+Yt|82C~O}~S7J4PGKTn`q_ho#*vh(dk1D{(T?OxfbO z%E?w?mG8YZ<0nh4E@vt&aISfI1Q= z$tt|nRyx~96}Nyrjds0IM6oCtvLH1ZmS)TzO8fl zm9u!QavW8;3&J`#02QDv>bEVbk)K^&&1_ zLr}&)Ga5c6mHI3TYa4~H+94+AWO9x&C7afuxtgJPb%C^O?0Xk%Z$>20mnIB!U#=G1 za+GY?PJf7HU12hxVX<7GpZ3`H>`(`w#R95Qyl)p}fqrkm?XPjO+rRPn*9iIpwcYwD z9jd#w+Ev7;5Yl|6tSYGH=D6s~-b*{Ej=-od=@Ya*^H$sUHowFE_ATFmkL_-{(w5qK zvo^Wn?oGGzU(q2#GBkSbG|dNA%*Hvn5rs6G7$UZ?I%LT_`WYJ@UuO}04goMQ=Sa=8 zk7rrl!qQuSCw(ayf+&K^I(`Oq&tW@~Wofc1zTj z?%ul};>8!Aqgh?^_>tgJReD(64%cSY>)2svtwpCQ+#Z+>M{um$dww)Bmg3gUgl}An zIs$fB1PjOr*{w)Xnvh-{Wo7L=azKn@uSC!40||?m)7UD`AeGTOc9+(^HI#?~mln;) zmTpjpb?4*=ckaH6&wlq?6fiC4HfgbkAu$6)@5iZYd%VPzDk40ZW3-TQANBh6pIww=a_ga#`XPEqX0Qzq|t%pH9KYeT?x9RQas zkT4mwwEN=GZ_Mv?5W7lKfy12p@;*V1A&Ek=7Pkqq2ry1qY|nzn z+GOQP;EzF2nVMOs&AlW{A5QV=dV$YhU9dPQX%mprzG?9XWRwZ)JD0?kd5 z%}7a8g-RGm43MDgQlh43BfuavfdW+vXsd-n&TDF)-{=g)?=Va%Hy<|A$s&(0)|`od z@5}C-Un4@$klmukJ3 zyukb4{A1+l4%BBKV@O$Vy1%+XmT08(ezHCe4{qTfj}CB2LXsB9wHM#|9Ha!le{v5x z=_5%pGmn)~b?^83=DrK+-#$lEuW)vDhN^_O%g&AjHKF*Sb?2Y!0soC7Ved7`a*TI( zaenrK*9*<}Sh;>P*w;c8xZT`0zxxA-G{d^PtY(*XZ;;k)mA1oF z#FCA`hWL6h!!>40i1tole~OK3qg#Rzf8KejF&yBpYc)OGXV_M0Qx+tw50==#pKOC2 zSTw5wdR17)n(_O=400W_0wn{JO3fG|G)pCk!BfpB;ghI*fQ$vt8J?{Y3iGeFwer$=}CbzGrw~KBV{X>rG2nu2T=!6 z5siQ}nzDjGn__@~j7V+JOO3{BFS@{*+cJ1S!n6@`&b<>m3Di5q!XwH$LPnI!0uxHx zb|4LBADLDxqrlj+2c%yf+R{o5)w-SOa;?pTy{>VNau6Ux0(~+|peg}D$mV#TsZ?Za zxd(IJV+SuI;UtohuM|!WjxfKxz^s{bO?=Z(4Yxp5%(?Hl%R1@!9z0lMN8d++iZiNV z`w;$JbnDGx+By8EfbLGKZ4hf}_iSyaKTU^X?onuS&kYGXS)nPqucoooLG4<^X>Ujj zT{f}fDh%b!YYZ5Nm@>)qj%#|Com_|U`+_5+wCf#f4&~mYHuL1_@{B)9HD_hr1W^#g zWhfR&WCuMnh&QdZx-pKt4al5ps(h`dF)p+@?d|N~cy|Z8{T_O0f9&`euatx zVUaN%cUe_P>%+6_`k06BV@ zL`r20dc}5vQ01yDIdeT4?cnru7yT^9Y%;_2S~DO;%mnVsTUGpbsw*d3Lg+iu@c#S3 zCGw>9b0tlO*gJV2cg6!C+hg5=)B71-U%o_j{v2MXR!EEoJ)DjQ*yC8D;khy*;lN&s zMOoQi-$9o`sYu7c6$Oiyyr`YuQ8rz4gS|L{jTJ3|Q`%w_g$eDi7p@puQ3-1^SjZ@{ zfo(G$z&pS32VWgt%K+hLu1kclplGP!Twk9p@b3nvC%!G=?4Mu%opZ)FZ`XAQ+Bcp) z26^-wvv##=tlhFI*h)pfcsKAAVg5M)g@D{l)m{U><~bO_s0OeF;P5=M{bnaZPmfu=Z z-L@;OxTJe{yS(W`!vBQEowCWaKhI_hjV)o6KHL-bKt?Pi1pVZ6bqYZ5y6&Hcah7Pe?DRDuC}F%=J^uH zq>qApU{zr!%dywnN1+slV3>XozxC>wV_?`#(TB@72OHo?M)YW zQqipI2IyhVY=8XrQ?zb`zogcF7krvHvEh)_&Ki#N5d2TK#^chK(`_sJ32Z)>)Hc7D zQPM|rK5Kl)Kg1m99ybBGejoB7w#5F?Ej)PlTim{!zV@46{ut?A zMzTX?6+x8^%-!I@QSj}9I@220J$h%{WCzWEoFGs@?zI(Z(4N+9H(aOK>@^3>huH~G z=J%R2A&qfBXyb99fi`Vx8rMtMZKTd+u;`~pS*=myOtWnlW&h%heL#>B4u}ZBQ+fck zw*$>oDkDnAK!t>@m$bl!6{pLDz=M1Dp>Cacn(SzAT-yCM*^10K=U_R-TsjcT~qoXtAM#nw(`unELqL$Dn|MP)NU-AUgXwuq zL8?<>ChDwte~F>xN>cpY!(cGN?qX`jxLg?kiN9~CiaZ{cD%b1pVmLa${{9})Jm-G! z+?U$d!J>k`JMU*N&2~ID`<~T zK6`@C)Bv}?^%pp-4G2LydC-F}Z;NYctw%{TUd|5Jb3A_ZTReUGhy~-6TO;;fcXkxA z(H)%LIze`Hg56!SHW=)aR@s|hW@^9}675SRbh2pOW3NBLyYIh;196Bf>+_s^`Le?C z>3!a?=kp1(G$`=tQi30*>H*WfV%K@-I#S`*92?rP>*ux4KLFyseC8d;{AZ=@@is|3rsi zV~fa;Z$GtmpXRCaJm-J0V3l%Csaadh?NmBv_iTh2y1i#QLh$QEv9Ii!hizQ zS)u3qz0ME4)Y|l8iH#>cYnAVJFE$P_d zk3lsjM7Xxkb=N|C&N#7QKEwV60t?UY4K@kUbr#>=d2HLS*l}*%nhu|L_fO~FKfH~* z?|hxXVQwbaXx_(2Y&g$)SnTHbg!UPsuvo1aFdsEQk@fKF-676&g{##Pr*}TU?Ykeb zFG)HPuEbGVoe|3JbEzT){1jMg$@@3Wt-NPiM&{DYZzRW1M<-a!FEKox@O)SHyHrlX z09j+$V~8}A0{NqDfkfneI4cz1UzB*DbJZ2*i#daf_uu&=^oL_^|2CaZP%ai>#YaGE ziy3PV0=vhf9pq_l(py@yO)2Ll3Fg>c#_yH^c#o!)^SM-%unM>8SfkE;Y0uB?vn4ot zx;4+^`P7{>A_C9bZHK+T=ac54-d9KG@BzL>tJpWU&n{(1*%8=CHl7j-rhA7;xM+Upq_Uy|C4nLt_2x$ab321|c5M%Ewj-E+2{ zM31E9ERZv5SuRy$dR{l2^;d93GemKvEH^V~lx;u6&W*&u{vO`F{|>has_pkoVo(@$ zZHIWixhCbGhm8(h7rdHhbu>CDTwSsgIqZaW zBv3dUqmL1!wi1a-W4wEecLqDSzIu(z*Ds*U8E1^Rk1*RQBM`_83P;EECgaV9w~O++ zIqK(e_h|j-Z8w_kDFR|0N^mxz&YkadT19m?_wa9Pk6<#~+sb@ePqL}cb~h^-2Tndt zYD0W$fqX=TWxF9FVnpX!QU?3tbFaZG=bsS3Hlucwx{j*8jHn!ErW*qShRt{VS;h-5H^u=eU^6Oe@GZyWmUS>~lJ2-aVWB+`IsO z`9*=}eT7jfkhzi@6$%n zwym>V@W=hKt0k7zoC7mq_bFlPLzz*=cG$EKq`f0gO?y9Tp}ANTcy=}AHkqayO~c(u zoZ`C4P|~woYN6%dQ42da2*TSd1fY|_4<}mL*6%TZu3{UWWhu(C@pdXM%Yp;&x6Etb zX#(M6UIRo}u-*YqUuHSCwz)PC7I1?%uj{Q0o3H3N#xDD&Z##igS~It9-NpC5_kHvS zyJ+l9Q-)NQ6$W{RXGm~H_El(BaHrsxl0LM4s(y~$(GYvPW1Jq{VPA;$w$*CIpD`>v z}3$%VgZjHoM)vexK)zNqMHc zSh^;TpWBr>dVeGu4g2nujaYfU5>@)@HO|h@aQDFn$nrkV3mUD{;}e@vatRw9-mh?h zw1}=BN?w)KgOZuVGBu@UKFrXj42*n20yW6LU|+^2s9edR=_F!($Jnm9SWvhQQ|lAB zP34cC5fNTYE-isGo0Lg)Z|Yp#ex4- za*0M4Un+F{mp=U7+W`d$AT#U>10)T5IRnB3pc2c36Rb%M(S+dBpL1JjeG5B$dywGm zfA=MhsN|fJT&?>Hif~!h!_na_7B#-Uy1;C9?FFCP&{R0u_EfY%T^(2y!gYYNYumF3 zqhwDE0J@|DfPZn?|J$%Lg)N~Y#;u5|RMVtCK-2m)$q*Ieh() zYOC;vjXKo2&|exyPq&|RzvGO(hzva$Z5#Y+yZO5yN^8|}XdOtvLS~lo&%d{{Ljxrk zaU>oWm(g&dXwo5b(mNBdfuWvjN69 zJ{{ul;F#OxjVRmLETF5UQ6;DBZ&Q$DkTv4#&i1B^TK6+i&$$*Ix3wN(8swMQ>smoO z;6WSzU|s2ujdSNUD2Jo@vl}AMx5X$ENRl@M05C(EXVd zEhlkpjJ#u+VK^M|`;OBvfr)QfOSY!k*z$&%FH+`~d9%HrHm!%EuKDK_s8D7+%`@D) zdxz&!Q!G#v3mon3V4U}HJ)Ps_`6X0l)-k0qUH!KKab(EAt-W`6wgoXwFKdZ~>S3>! zp{M5PON~YfYtv!s`lUDZobhK$ztk2qwp3NBD-tPAPEIgjfN}@bY7qvJ)*b_IR3Fg; z@fsG3Ym`;VftFx(>m~aAzG3k#mz=HdQL8R?sEvb3tCjZpVp`())wQ>Ma6)1{cN<96 zZTT7n5d7|?iO)Mhhy$(-4c^%wS66ABJSuS`rjRb&7u^I6d();PO8+~+((SL#p>{Jb zE)j|6<4s2kGSuyT+W`&^pnxmsdMn_recr9Wz=r#XzlRNTKlYi}H%L?T1Tm;IcW9xr zkuO-K3M*p3Q47V)c5omq25P~!n4xS;M~G}$AsY_R@8_rsQfzO~8}>miANiBgw!Y*p z5{>4)I!z3~Bxzm=Vi+t@X~i}EG*;ANElYC-07jC!8Y|v|$R{HJn)a{WVBpJ{-1g`) zqal;+#vnYmA8#u|@6sr|JJ%%x*$2C0^oUX>DsF3Qm@rXkp>@`LHzyrH04J&?EEgr# z+Tr$^S<25QW$Kv%F4&+oCu~VbOhXn{=SO%JX+-b!#fZ)pN3+w_COhvT0uEeRjT0(V zQO4eVE(D%d@G~wyu=YGgAYzYDcw-%nyDx?4_=-O9Wa{r{tRbNInVoc@vVVPgyUbm**H{Df^v@TO&4DC5q#S=Wwj;7Zj1gqFY282q6!|4tCL z^*o&+j`wKR@v(QB_VNK6dFqMXkU=h2Oob+tzp7VEJD2$osw_BL&osQcMnfP0EkY91 zkVZV9ESD%LlPXQtg#yb|ka$^+tglgE&b555l?EZUltJ*Bd>yiljIwB>G%Q^!6x&DG z52A9Dz@jvcLKg!CI#ObHae&RJ1S1r+Akc2(5L_FtssEBPbVdGkV{{1U+D4sQd%-@5UFwaZDv8)+Rq5kvSl>dzfhVr$kRV`)Xjn~AuwDUE_DNW---ljNcBn#C5Y;s0Y!|Ujn!4b{M(y56P1-F$ z7C$UjeAk2!5>;@>HZ_|703ZNKL_t(A*hPT}igJm}Di~8sEb1Xkb5{0pNJ3A`r3omP zx= z@|wN4e2vw7%C)>%Z^ZLDP!ruG4)n2ZKxuz#sg8!pAe6N0!vu8#hABergjm>8QgE^Z zSDAk^?+m3jAJ5J4whvsY-0U1zXY~K8>Kwq}Hge@%F z1)uF_6P5<(B0v?HgZ90~PC@+d&Ck90IoAS<4QRCXp13_%1l$JOXXZPpyzlQH;nvA5 z42Lx<)H?%hOncN`wsl<&@cpNzoP`RX?%ckM0m}}jsFqP#8fDCgDKOZ_;P^I|=QZ=!tOvqt zo-(gl-;_FOqXsQ)3#~+(fRNTZ)Aj*8d3A=eF;xAWOaF`=V;kGJ(l~9`zVO0?T14+8 z5tj7>OXYXMn3f4eeg}6uQ5-ZjR&svrVN{kCYOT0-zoeMCE)951E!-T~lF&JNEFwvM zC(X0ETA>n}%WUX=sKg_)LUDP2$fHMMZFKGx`I1sF%O#9oTVF*-Ixns4xXrR?n?VoY zkj8X6K~a@B8r*_J3RjL2Sdj3uNJ+)&R3aA2h0}%!HS3|I%(!+`UOU=7z~#l6X{YIe z3@dWz_G#CmjR6YFZV(7GY_pfRcWvgs>g*1%AVTa5H!2d5Y)v~AKnM$VxDEj#?nV)H z1Blsmex0|xanZU?Y`5c}#XOJsy0q+At-?8+HUkTb*uTUu-&m>m9A%N#~z#jcx7#e?Wl0lJV6aI9jvxZhHgVfAAse-mK})}tAbjww*e_RH47)Avp0)Cx68Q@1HZcoyv|8zbW^!V8Q81mVJG zZFEyy&?(_`21GV4Tc=FWYGr8eby;vW zH70w-HH`2I=OHL^EQJ;d?G^VGI}ntKr+_&0Wj1e)#wpDbrumU@VM0MBWhAKXTS%t* z61YSGDLI*0PUQ_5BgK>%(iHrc($HL$DUdBu@OP6uL6WD)#R&CWv$K)u0SEuYR*@ED zNC!hxmsb_+*ox(X18tEf%uHZc(Fd{Sxg>QPXiP{>FQriqm@+}Op~A|jCL2LHm)07U z5qLz_t_>NS7jJhhiPnb{_655vyz~=1G6paV-Z1-Z@EuY0v{hk;C94njswuFTcn0-S* zicv66Suey;pBq8_%qXa-Ok;HRmK<$NyYQ<;0hb6Yn>QIzcaKr3W$knR=bh8hS8m_^ z0JGU^Os>y^hE1G-+F0-28XkZDah+!C9(C+=h5Ly&jZJj^=o0oTo#4QMtQ-37st9~= z_ommth{zl`%V8a4GtVXKX^;@j?(P9+2cJE8h`~}re|R^z&!LdC!#px#n5-w^=d}&V zt+1J2GZy?cWn4g>F}461q!;+Ji{>sHl$W9GOSdM ziERVLB|plpVP*ko3sfPpk+#;}2Eg3LSR-}?Huusa%YX8;1=o1$Xzb!{~eR654ddmmvkyTr>EPk6m(E4oElS1xVHGcJ>% zJ%2#C|7BgnE?qYU`vRz?TlOI2 zRl3FqHo!LlgiNhwjc_Aq?KGFj37(r2yc+^zX7=v9kDk^jRtruX5pB9EB?s}OQ?w!l z_e7)L&rq%u1L*EfYRfVm(3oeYyN&D*`MwD7PjtZnJvD@=8ih=x{23Bqqq{CS^WSi? zqDPcg0uGQwJ_!O1-#)N^Uy&X_aJHQ2XNARlg3)-F>-t?ur4jTro*FEh$~iPrNv~NU ztPYg}C+)5qrjM=er000=!|!s!<>li~cx=HqqC{2Hrh?Cw60+xO=c@1;AZG6qOs#dG zq6w5)qo)&-d0)dmuXX`}8wLj88r1bF%L`T3h{Z!$9D-f zJMiQu)OBH4JFtwcMth%zN{>@2RTU}w8N{|C|A~D&)^yRFJgjJ}GKnGq=GSL@?#${w ztcW#ob-^V;#9HcQBa}_eWfSFehNh^a{nY%0bjZk75j%OdNLm^qU-gI?ZryD2+W>vt zy_(mi)il#M81%U5F@hh^7S;}L{{{=y3Do2J-uUq- z_H0{W$6Q5Nxi%q4ExXC)4~IjHM}6d(N$OG1KOT=Uo6Yg;>0@Tp4n`T4%hI$U9gi3+ zFIFow-TR1wehY{#N>NSvYxP6^p|K@umh*;VyEmY_YY?0AhGoh z#_+QN1?*9gC&KNg5HO*}~F}{J*@>WrbiNZAr*_4$XNA0HHI0@IodIVdpj`)>$&*X72vY&-w4J=cd1-@WKKXA;v87k6;f_{FPM&-$boSrMf7vi1goqxuNx2Z>pJ14+``uSYn%BeW{IOuvjzaS zz*1JDA%RM)XjueQ(Z=0)Z3v5(`9Mvg!VEf5E$@;_B+ByI(uN&MZ(5o;5X%`gm;JBG zxp@{Lusa;!cy|xOJTnU5cKs1UVObTdj$Wt=mzOV1!0o91k&$;b{;+#TeXjs|;U0;e zeR1_UE{o@EH^_mQUte)MB$4Enlxakr8tW8Q+(9uzqx;YUi4oDf(<{tp6I8@haKOmA z@9XEK&@p=Zrd_|Sw%b+v){(>AI%JCbr?>G+6_{VW=2}`~k^(5QjSjYPL+Ji!ou&N7 zV-rPB1bD9T^zw{V-Z?Pe-^1GJ z!i}zth0?kM^*Auqh}8uajpRU^X8t>OZ{xf75AcmWjq>~vu3ul_#dV3(TSquZ3monO z*NYUjmZrvB01xin#d5ZfqSBnDR5HiaqQbmXEJ8{1PucbFUbC}(9F)^~DVJugBo>@- zHJO$zWU9$*rx+PRII6L)YU-?!;!nTxeRjSn8C%av-iJ8=A%QleIC}R3k}G(UB84jtyCKlfYek8CQRx#1fT z8^ZZS4vvUmz38&iNIIBAfzA3lfY=DB5hzZ3#frggW{gn4-OrIq8~hU+v|NEa$()l2 zeeQI_nlpnORiVwhc0_=u4Kn_tAE2jCQG99Pb(`pJXBh4%Wf$r0kjw-$; z-+SISqOsoAIEs8Q5?&W7%7zLzwxA9YGw$@Uzjw$A>0IK;0~CWUuGC5Sgp&s&Bfv9+ z7Aj=k-1`y0{d@N?=q31tR;Y?aBRA*F>AD?8)fF1-*+vmDi+YB^**^i!>6D8%ArExT--`D#k=o+gyCq9Sx2t(k55|I zy@7O!mgNcyV&5eOv?RMl!S`%>jp@ai1@Ibb1!7xtn#r2Q86e+ zw@#4_`#guKjASvH5M3FAgF`eF{MIEWC}@u6*)IE$lXUUUJzgv8!NmmduoC zRM#MFzK_-?w(Rfi54`b1>(}c13G43=%Z^!WRqcOBXI~a`oWFX^c7a@ZV*SuFm1ywM zM<3z`Kl~r@*Z=81;?d)WI6gYShhP6be*Np8;pvmlIrcPjzIluL?2J!m4+-x;_*ii3 znOvgI4$qfmaBchio60D*9mJTQOfK={$tURd4O@-?uJqBPPormSqsg*`o5vRnKNBsE zQMgGJ_7*Ej=7N$?$0VE+DMHIJv!QB#4-TdDVqg+2G}8QDTY)owN$`?t$)R4|1h+$Mu&<{dpZZr1vQ_)p?SnM`zhsL>Da(iDA>&D!n%fgAS z*c;~(&?H0N8!~-1r=F*zhzpAx%gq1X1f$9>9D{^qdLmNemyYT$!$Nnp z)XLVjGq@73B&!v|RJ$k|aDl(?DxsC75lc&zbraXk0&@*1+G7pd=lf)!@zFOdP;QUQ z*U$0GhtF7%+asCU2xs}u7s_rhjcqTP06Der%X8d4I>gvW#QK&=?V;Y_b?dmqu1Zz zIY8iuu&Y5^@Ume+!~ybbfWzJn@*W8RK4V0`TYDRvnqa?#Yj?F}E_)}vrIxGFI`NHL ztz?>xw(aNOjk#D0M8fZGK4JhO)~w!m9}zI%0uiSLvi7W9Qx=UueBBl$(f&6E!`x@0 z{nLKR{ERX+!{H87UpcEx;-k}RsJbwAKyFZih?T72UO`kt%hzz(VACmOFdXuAD4VmK z&)A+2D3^*HcaIP7=imJrj&;GMXcvGfyKo3*yE^?A6 zqz3~W9GqZ<1W%_0?jpned-plp@T-r1jmIxu;Q9G$*4ChBANGg1d+Rnk{r8U!aXd=# z@_LT{@Sp!Ps>){DEL(ws`=&PS`m{Ex{#<-RY!?L-6;YsfaI|yG%IlTw+5+1_gB+@S ze;=n`dk3#xJVvTZwzU+fQ-f^D_FwUSO?$$!D4FeN#?55w8rJ79V|Y0)P;!ZY;I>x; z$S&q{L&r`ttQHIViVYyBZ0lWeHptJfYr&r-Rsm)Fx%4S&k4tll@)B29MD?Cwv0QL> zA#!wkv~MLj3&F(>nCpKY7IxQPK>+8)#^u`1+O#)%JLlbuZ7qaAlZyO2Lpm*%&5JO{@d!s;kYOMDNlGXgc9a z0(Xe*NkM(Xdy?Q%P71^+LreQS?YG1zaZ3Mz9H=={OGzNGeuH4(o>*hx>}HSmW%{m= zmLVvNZa}$OdDaI5`6P-*Yy^bo*53C-3w#WcA=;N+QE34IVIkCi~Zhdfe>fyJld!!QL=OGst}MhJ%09m?bHO{T_C9`W#RvrVFQs z4zpBX*vq1cW%UFs9bUS!BHQ`M15du}#DQ7%-idYO;GRgI$<3u=F@e;zA6Ex{X{+y{ zlqvbCng;oJgweqfC!B~4NUc)~IzI*d)E%NC;khRG=LAF~DVD1ORZ1;B$90-g zspgDJk0_T>qcW@$0-%UkDN|IHFy&f8V$>gDH_K6^IfF>cqQI)EO!;b*U5wWhv5Tl{ z1I@*X0VVi()Lmb155WCljyQp)xx{6Gm*>x!Z9UxEXa9A6eGbXYNE`Uu#L`Vb=*FYF z@we(@!u^Cm_{$$|>XA;|c-Z58WXaNTJ+?oI)zEqV?1^DnGjmKa%WgRAuca0z283by1k7{ z1l&_}=0`WkjK25#%$KiPHb8so>x)-d%&(EACZ4LB3@NJwdq+&i>gNW(EA@C3N!{NWeXOTLBKiXvnf+!0dJuYx= z-A!*^F);)h1qdSgo$jQ*JS#vu5kC0waz@XcD@YiK)`nrw)!?zT7PP$$C7fiMXl-!5 zH#-TTq&aV-{r=D>o)T4Wuxqsz6f0O8W`PN4T^9o9B=`W{|7XiMwO?i!)_}3|_bEg4 z#luhV^2tL>V{>YnGCH%ZS!0Jn2hl|5q**6W*l~goQR^saL>gNToi@E%eVw$hEw36| zwv@QAgwN^J`&(rlahsE<-de!TJ8(UtQ}%RyjlDvHtN&}wx9~nASFt_5t$!--)R=Q< zYm5b7uiWpW{*cuBL#wUn^ctT(e1WRAZFFF$iGHovF;ez9$vHn53~@XhbBWGwzsFq_ zrnHe3RQf?8O&Nm{rBzXoB5L!+ z1bOcqgW(QF<2~-R&Hcr@lxG6H-k%T?Ka@NsQg_l?B%wmSmOt~x<20z7Y>-eyp6HlJZOU05K{(EJBG zJ^abnKg7E`0~`-WxITXcxidz;r!XlRJbLs6c6N7gbo&;P%PZX9JHWdiet^$D`3#Rf ze}bdKWAu0SFdpvV#r$*JKRw0|zw;5Uucp{ZG%{UdXV}BCRQTYdZ{ouT_wlv6cW^>& zTIUn|=I8&22je~b;E%q6|L>pv!P3Qz4dE7k#D=A|eKmD2p?gkvZBcC}v4xHfPuQl@ zE8w8ND)}W4K1*Q4@twO^EG{v>cmknTrY;}KiuRk}j>_o>9Hug(A!S$zyGSjb<^&QX3Wyy}QaP_)FK31s2fcbzd`!M~aezy*LwU+LhG|{`i)F z1U?hc%58#STA@Yde6BrS+-+v-u|`sw|^YroO><=j& zN~zoqZ{}Oj7wC>d!R2t}nC%N2`!>#F7wT-HUfeiSEesH;+?p^F;h!$XMO zV*~n7Yw%))6?K1@&9N+2EC#ts1#61a6OcgwB)L}7J` z%)8Z5jKf`=h^f-+V=i6f_EYENHb#m4SRE1}e0Zd;b)W87D^HBR5&!89TJIzTI>=M3pm1>f9!_q5 zz@og=9-ed;9)0o)Or~cH5>a_H)%ZiK@b~}a@9^r?3w-w3=Ukd|d2xxK{`5z9@$$JT zrKVDvUd|vPbr#uvbo>`zmbyMb#)prR5F%Ja|G*JeB05j}uMHNt`yh~=KvM$v>2|Ww zA(hbtLL?i{IJrVb*0&6aH#_)1t1YJ&W%2Eg`~>!W8HGQeb1q#rTgB@7HZXLdl5^($ z?}Djm|6IW90eEVv|3F*B&%c&6L@RtQkO4M)rZvLtf41-*Exg!^=-jVAwQx0|QSZ|j zI1t^Zk5D-sHY3+I$34H>{0-IIpzW(-&Xg-EM@WfA(;uNf7_kTs*U;xfuCXF**ac!CLZ{HJ?eBsE9>XcE&qNLoW#p@sduDChwM4yaV@JxdLE^FQ)T(tqzycpi z`AsowSPmGmuiTzQpo#+cwzdL9JZFM~VM;54bu;508_EDqI8er;jqMle1FLwZ`MGmOckdkGpZ3T2`6(~QgWvf zQv#zn5%S@C?_)d~VKtecxSm3l6;#!L*s6Q?zlOoy4yI?1v6#HJdKZEV@ z`3i}B(MGMBm;}N^qPF}i=W{oXp%k{I;CPAkWfgUUwD;OBLv#O99;S@H7yOpip9r?Y zpF;=GxHWg9b*VeQiRqzT2XPBe$+IWJvJLmR8Cd8TKL?`QpHdt_fHABnfN>{3vZM?79}5a4UX!%tmM9j;?aUL4CqxPaCsa*UKwo6L{s z+{OmS6!<7X6#bOSTaQME%rcowuA(5wox|Rfn`3?p2!mxdtiNwqj$ZJ`e}rr^*@U_Y8Wl2F z_txCvwLP7ote#+ZvA`~6{t3*e8p9;?B6VSZq4l3~`JhCysv#~X(BlEOJ>>RmB*L0y zT>62sWLo}k_W(MP+|g;ZT(a)c?#>>!gQh*@dNyGVlU|Z@CO;>TIlo4^T!nXLr!9eB z%f%f1{un}D`1|y0%8zSkt?1riYtC;t{4N`v@1~<=1L6`9W@Zhrdw2(@cOPJHXP+IN z#cYaYSz@+aaA_tpsI+Kx!s*^n_YSRS=f^Dm<(3VgRU6Uygle0GW&_XU595(&`|rPvh=*-7qvQ-yopd{=3>z&}9UX zxZuNO(%s^OpFnZU-28j{_itrTtq-EOuBB zEd>#|Dt1tUhIAOq5SR-8UR?%Guem#c&ick4)V`F*&2#aOK&LYj3ISKmJ8c9E4W&oE{5U?a90|Jo?Woec0?_|@#Z7wLa(;0$O%ox_qOTK+6DUY2CNWzVj3rw>IW|_ z&KT$ynVXQo8n@=Xz6euMK1%3@3WoB!blNShMH z%g5Ny`l#pE_^W^Sm#i9mbn70D$72rQ$pI(v94b+u%)`rz3DUtXzW%KvTs{5*7tfwy zUoUa}`W1fr)4#{nlSeq%J;49=KmQxdiSeK+y!-A4c=Y5E18xZcag8)Jy($9GNxZO5 zFqrb@bThKZ>!7=YRx*P4Fi0rBM`$zoo*hxoZd)Cer`%2C>yTB^m zuRDQ*bI7#_&lwvUZ&PAn-xyom;!JK1DD=kPhyBO-DFKu@J~+kwont)vvoqW1O7c!_y}ZS^uI14S2g62MX@gx^-dQI=S24W4}1=8ezu47koy0eC#s-0hFiC zACB2zO7a@t4XXth>DEmKAxz6^%zGnKqCpvWvRqpDP(I~y3BeR;9kF#RmC;XpQ*|Ky zRq zlFG3v20)Tk&$L6NaZw7Z#S)d27!AhQ-#KI!;(Re>ohvNn$f%5jl0Y$|m+!#@n6udw z$EUl@jO8}3eh-!{@607I%%H?lo@OqF7Ky=k?dkyCboe->HPr-*X5PO4A>R4gw=v$^ zW7bt!)ks9b8WD@xHH#ZIR#bLdEVdeBw&N~_+$jq-ppl-YA19R5{>WULolj*{o;nz8V7e>*Trbsj7j z^q8X8y>bX+Hn`imJ-D9mhm`AOHTwY}*Zo zp|P3o$2}cydagLQl%92gjT0!YJMjj?(ac-OR;L~%ItLrtreJ{-qS(;=W~7K}>taWv z1Ju>B)sfars!jmhy*KE|lgla-?;PXhHj%Wjdjzp<5&53g? zqj|rHuH>E9jw);1JF`1C9pl0*G#gg?Iz#QkA@3{&fWqB#=VWV+3<5CWoXZI0&~_(v z&QdI?w{}FWGh5GVgMY6iEP$0#cyjg%b+ykLd)oh9B zvZP`y><-2_7!L62;x*<(H}YUdu!`H)o%Cb4782VXl?6#Fh3l)=m`<*^HQIP*pa0*> zcB9slZAWT-j)t+_gaK^6L2L=b?RbjBz7OTIlEMNQghEqRi2|)R;xn;0rrtbf{heqL zL~X3{bfRU*9x*l7bY+pYCNs|1#e1L6_#j+74z84MTZUHlBX(}s0kX>P#40*EI_0vE z>2!+8^#vNPXSYt5y@rScCgDMbO^{7!ZffpVLMI9Kb`F@@N!bEw^<`=Vl`XRZzWc#_ z{O|wk4>3f8SFbMdqn|&-z0+fS>;3^Uq47^Y`#FB`$rnI2!1urL03VD<;rj&?dXT*g zA3uGH>9WE3^&ErV2t{v#y^|64)BzSW?>Vbg;qvMdC>A)C6~6w?T{Nd7rlOvG`g2}m zhsURwEEJy3Ciwbzgag@N_wWEe_>(`y|NWyM?a9Pqg6f)v|p*+bk)6Cwe z7;s38J!006>BzyI0BCM=?Q#efJbOzxTDpj7Az}7z$*_5oYD=Vq+z_C}Yq5KtZju`j zb8M}ICTam?*)~2o<1QC{x|^ZJ)=d6aJzP*6U(+nDo=kC^Q1EmMhe;1lR@Zo4FHj&_ zpBs!{@KJ<6pU=8S;>4Sdo3dVxIVx>wig&|>@O!(k7xZ%@7Teuw*`3H;f(Q5C#fR^| zkB7heEz+dd0tLcch|c4J0f#HZzNAmW#K|&ivxK>0=>aDa)=NV9qazX;dh zU{{8sWa;)qH@70DE!p41g8Q1=B9f?a$^n}q_4id_!3P86v7QFCN2W|VfdU)@xO1ld z@uh7MsG+=gvH=Zxey{UvRTB2h``GL6px!$)EIfYhz$RtAA}Zq`pidh=O%cdQ;*o;^ zR&{CGHx?z^SQ3Iv@}5l+NhJLt>S4_yceM6;Ne`o)Bgo@BSgdAPE|*5#ytfNk8BtQx zVZ?}DQ#UAMn{VNCf1fp-Ove#rL@SjMfi+`fgblgOsWyxYC)DlK_l;n(aqPHcV{(PX zV#>NIH!b5$G=FUqG`sspc<|0gI6OGvXIW7TP0~uxRC3wJ{=q5Ax-{%AZCa|z4HsL} z7ij^H8QS=dYwvyyC&wqu&Y(^(^t@MBm&lL${QK+4HTz>M^sW@f!vVABs?xLv zPk3&SmRHGu5|6Lac>4SaGf4-7A%h5{*TC<@3QJPi2EDJ<()cZzFtkoOCzYI1caP6M z{S?#1993a8o$MlveR((y4X?50VqMKZxN_|)Mbxg)m#4bYc)iv8b3R+_ncsAL*|;)J z0I!umdIVcCKu6$yuRlhX_iZWoje=E zkG8YX8G8pF1X^(%fX3}3LPoDeS&UnQwActydoS17fYhK_0lvU|dX1~}jHx_SpXt zIDIlIec5zB9{h+{FWq;nTk|*s!EGn9Q;yJv5dDT9&LLV;2Uhid%}*r-eySI4u^!^` zl2Cr*kxMe{^En&XVEkDknAE#@8)U9o~Mwk2^<4czJn=NfEb# zycqy;89zrCZ)JjY_`Z8SqNu9*6xDKp#pDV*dk5Sj*-S*6A9Ce1Ezr-c7a6T_9T`wJ zSGzVOtg&{MMYD5CjuSZwG)D1Tq78+V)9L?}6S;cBI0PGc!v-M)t2^)P9dV5!2~;)g zxJbSqR%N$BYILsE^=m9=7pSQ0qXT?(ZN#Q~5;oN%k_Fc8xp5K_Oui;I`6 z-pkAzXWutOGx0sB*8F!LP>yiOS^VAcJ}Vqk%eX7*mY`hQFjo%XST!{!Upz#$njn)Y zK01)d)dWBKe}94T@iERxobT>^?2i(>c=8#Z6*X3c#&EZfdw1{R{{6eyIXuLoPVnnr zJ;d`D*En2iZZ$OO=f-w53rsKP>`<$sz{Qh>f7criQO-36gFO}_djGqBis|J9v$Jy) z#l)=Ns=}Xt|Ie^906zZ3Um?{C;#wg~O`F<$Wu`3mGls;2yYF+q>cy*PEbyc&4bdB8 zbn7-}<|ogeV|xAy<*H=801|4Y?U3qSX>L;+S7#fk+>5e*T(aP_LTv3ViDmxyCqKuk z5l|%HXM-@wirIY*2&S`Z+jdhj9hY@uNa(9FYVYnHkP|`xY-3w~x$YuxaZF=s`@z@F zSVWaNJwO}vZVnXME=p_P++cETFlK^8vRS$|nlbTbT}IWf#||?r1nr$`_)IBU^E8yY zbnj}z+KQ?W;U7h}?R^w<#=qapC~ODct^EY<@l58{fhz8o^w+X3@OpNJv|jR@KIx4? z#Z>2Ng}Jt3wF=RO)gG0wKSn?6*so1Ysd)c0{!Z|FsD;-D?|&WpyL+Y`r9CGnf}4iz zo9ht89V95cWWhMe&!k)%XIuMh5;BS3)2WjYF@OHzzx|=1p-X2kl?NA{){@`jW5C`z zKNL7f8QSSJ+UXOC$Uj5m)r9@U0Hs!ch=NH4uRr8oFAES`y1!D|`#MrO7L*D9nLR@Q zfxo7qSev%V+IAZ;&!HNV$>)}e8~i)v1rE&~O27e8=p6&kfOa;EFAUR)0z)%K$|n;X zK*u1ErTe=p5$I=bmAW$7>pA9y?Ra9o2Y+5p4Y*1^yG>{tfD^!&XQ>^(J!3a%E-1%V ziW5l@okrRYWq=iSv<|%WL4xj;u%e`F1cu3jXexG!~S?Reg!Qy(4B-EEk3G%ZOFV{wPq* z=U6O^y>Y&4n)M9ey<9@6m;79`Z}jAtV-eQADUAp)`L&;Z@@YtnS&@0&@hA9sNM9h& zFzWYMGsetg#Vn5n0Th)@N4RmYWWtzTu0=?)bq3KUQra=VHt_k&CX(B%tiw^_4eCo1vc(G8lhDRoS_!c@BARG#{xkR zE#6?pi=xY%8q?Q)IA-B0|t8|dss;t!F zX?a!9+(X`%Sv^fYv+AzQy6=j(5gzWxj~_=I2k7_OD7GnXMx@T4V!m2qZ~p*iA1)BI zdZ@M9cyqAFwVmVp2i#6JSmgyOK?TV&!Rq}vuYud?ii706K6N6fVmhB;F~7s{{yzG{ zAvW6raZp9ns3NaXt$u`z)WRv_PRhD6KrIMSt2KdWj!m(JAcs4uL9L3D;SoMI zUf^zYgV}1z&r8Cli-dgA5Swj`Q40L(*_RA1Z0A#w%ttCJs2!i8)~I4~`5u!y1qh_% zS#dBDvg4jJwO;5N%#6X9pf1?4Qw)g$f&wY}6GdD)@b$$F1Szjm@NF1Sx|<4VHjtw$gGTk~x zln1&Cj4Ri2$(xR<{t(9p{i5n0FGJ-7b%AAhAxLx8)X2;oK&NjTNXp0+voAVXR_|v z7gZv8P?{ovW7SC$WNJT^$1qU$s#;Sk`)fq<=SV^ry zxsQ?wT=f_-;AS$dx?;z)52b%EvI4Q$SJ)C1+TI&Y2i-|YhFaLucZn1;RBG^EWJ*M^ zqIZJ8bioqpK2$nfSUNbjXO^i29?dc}K{VgDCtyhLiG(JZc@hR%#8f)%GXgP_Ed#9W zR#$^bCLn*p5A_yM+0_@^#2xYjYw>b z+R*BRNES*4K$9#-Dl%V@%L)csz;!piGtgq^ zo)@HD0vB(Voi_^@J^jQ_(k|^ay{wI^6AZlj+zqkHX1EM2J^3U%&*XtSW?D&?f!}>^ zhNZCkew@m`H#c^(ucce@D9}Fez_htfFdAS)6AN$tKGu&AdJIDg(kX{#PIS2<5E*=+NBC$_`={WbUTE>sUHMe!8= z6M3iiu!b_@z%x?ThD!z*`u#qS_4)aC*lZRm^B0)*mukLK`@A>L_wkeGdw8|q$6g~s zEyyuluJP^Lb8M0vVXKL&`za{b{V-i1Y;>?i4Wr471%s%)5INBlR5Y6VXi)pDB11tG z{dNN(A|&Ys_Yb#NZgQ?gJUu+%`z3Lsi~z5cbO7`kXSLxi3;%7CHMcHH0?FW6zFOd* z-NJwQU;Yce`go52_M88K@7{k@0;LQr30ypElxlUW51A~vzLVHCvbT@8-NwW11=iCC z&W=RYI;w)QM2QNfi7s1Ys8#Ch0Z~78YN5rNeY)PBTcT;w0Nq`K04CZU((RhF{T75J&Hg-L=Z@YR2MkOP4$*40`Mu6b14CyK2`n1t zDp(`^4jNVIE@8hjg2SSe!Rq4tVVFDSImEE;% z){og?^OYD@Wq%P*r!aJ9rAL9k-$K({M^AwS<~&^Xk=W;@>~ESbu+;Zz?zAv_1!dF8 zKAW>xWOf(-_WcJ~f6dx_`6)7{^uDLFt2*E#o0}#%;!X{nRzrp1y05*>r|1m3lO%Gi zJ)!pt(`L^eZ~Q->=BtB5%l5K~k}fA6)m9 zFOe$!iQp|qTO#7`N3yU2wT0Jd%y!GrzbF?~?oNMKhF}h(*!{qA>IQz%uvl-g7RJg7)jpR2&Dfiu?tR!8!qm%`Y^q6$ zmIvFlOZI&!7x?>rdWj?;cGrV%JEdn=y@M43qQ)xEFdp4vI=SQhlsaPYUL4gC!Dh-! z_is<+JJZrzSb(plW+uHpN|fc*0+?V-5AGx9+vA4sID1c0!3+i11W1LV7r8SEo8jG6 zwRY1$l%K&51a>GIkH3r3_w27e!IHqvBHDeY&Tk*8V8qD%f>X~qCg{#aWv>**ywPUnRo(| z?FQ+3YmMepqhg#iAFZ=<>#?Cyt0XW2fF20r&kM2pUUtvoy$}EAU}qutW3H*gmL0`B z2z8$nbkhxmhVH13o6jDwUQTq$MOMo88CC306jwbOBk64(^k=zH9S^t`v2a-hvuP>X zY@jKksude4B8%M6F!i~maX_Uvo`IcU0=~1UK$=>$!NPr1<3}@UHXpOnu&-%iH!X{I zna#@bwRfIX*g)oyxfLq-9F0c2p$Xds!Y~J*!6SjspB>^q{Ol$68xi)qRh+;7h%L44 zTg>sh4;QG^I@qidOh_0iQ#JI#dWQQM0SN&H-8u@&rl(spYauEk#C)6KWVZF_5 z^^&Z@S?+)H^FQWn%KugUM_kQjm@k$LGEnV%zt=&()8zJ=&YNX+{*uE;-y!AZTD8hL1?$W>13h3UIcxrt7J=gl@?A;---;gCnPI+y5w%^Q0Vb;E4zG_5($AFSNOILpE6p~x zjjGe#5v6#;t`t!o59pwN^l;06q<4(Z*f!Vo8GF02hM7-h%v6^f*trx4SF+$J^6FR; zdL2zB8W2;ZCU*S^|D8CNteMwpO>9d*liA~i53m6i7*g62y8HzSI3n?Ar8l-UZx?pb z!1-`OGYj2G%XT}Bxb001BW zNkl0VY&@>xI#Zhl!G%Kv;KHX_iRS(f%qtN&8jU?lDLbe6=sIUhO3qjQ^0&cw9_ zCDej%`q?Sp#k%nNr4X*Xq`D5zaa1RFE6`11=@eRw?x{sVrF|9BC^}mcW3qrkPef-Z zq&=6ha%B*q^n|;?pLCOZm!jsQIFIXr%fnU@p7So|8^f~UfBXVIS%d327N5?je$Tz( z(;0%NKD!%~+%Z_Ccj;%jg)#)bALlkfe^dDb*LFXYe*dXD7(8LjOaJzV9@svcw-N7* zRhiN8c-1_0ACEyJ&$xWze!ssqNIvfP5kZ1+&9#F&$C%X)!Sv&u9lklc$KmM-7V8b>3AnEJYBE6{R#+q8 z=qyIr&#mzs8&`8GHga;4pf;cDuCJb7|m)7@~Ib_EmKyLAi>$y9Ttr$ z;y|F@%u%UU5E8HuEfBUgXtlbiG`mQ}1Ln&O2e?5zgNSR`thcDmm#U3Xvc{`}eN-Dw z+|L(SE;pP_dGqQsbg45$u|W_vP#K;;#1U54_o`=hmNIA{I9nbu^P%4EaL|2od&BKo ziOxXNr&({Z;2)J`sFqd@u8$=e>ukBj?>}B~wuNh_b+2_}=Qv|lWIEfS03vp%Y)xc& zKUB_E;R&UxbI>!w+l> zCz#~cmGdVaTbS~i|2|t|p3Tm8>3?1S)-%|SAtoR1?T>;)ce2L-h(4dE1i!ogJboVU z`SqS;X~h1G?_5lJ_vYIn|Ma_M0=t2XbHLR)Hvt877Z9h<;%D>C&w*95xAVpPBt7jP z7kicLPsty$VT@rd>76t1#Zi_033u3{#znSoNVifH`Z!^FgbPo}UpSu(Mo3S3&%2vR zEcrvb{*=&ydPOOM5z+$=BzE>VGtTzy>G5z32;qS)()#S`;(=BYcVL0t0MwmWVuc%V zVL%glkNR1Sk8ZV@?3@amc(?T4Y^f85^7T#U2giVcE@O0gxxmB?M*LRCMGh!2NeR0O z)Gq9WB)+ZyW^`w`#8H; znhxcM@aB8@Z(ai6(LG7~T!r)ke*fY&7BV)WaEW1m>Fr$IyYZbHlclfv_QkGi^G=_3 z_MZ49tQ9Peob&z6jP}Q;RLWIiR(Up9l=l*QH7QH`4NAvIYg6qkmOF3s6XBTjZR->N zRt9CVAL7+p}x=kz@JvNIg|g>i^8vOn45Vmz*+h$YvgX_%d_A*zVVSwu;U& z?rx5cvSt1bZCWY8=d)?rr+*Ex6EtWiI?zH`=7a`3jkx_zh4+L^)4SD%LN)V!uH)z6 zcRI#;z2E@NI9Aem!}hkxtPPO3`j(xxnD>~1 z(d|Ead4$)r=S18NfJI ze!EYph0LtutpjK7jXoVe9mxZ-Y|LFRbf#Bc2DfjgPexEs{`mNg%Zx{4JiL3=d*$TPK8*x%N%JELg zNU7AzI_zeQg~eBdH|_?E@}I$W5;Ctuze8av4uq~{_g1$UJXKPXJ%jN!Z|=#rh2stOPnp*B01pQKc5zrX5_o)wXEY5s@qL{(%$Pp<_nkHF zF$b+p-32dDJn`M#k6Xn%UjF|_Ck!4aS7!gZWQ{r2F|f^EQ7-os_C4;#43AM5d=ueo=H+r~X6?faLT!a|xAEQ={F@CslD@G`srB?5- zGqzsNF`p%>4`>vl)9!N};EZZWb0s1YD%l1;Zy=>bqv=794o|rr7%N#r5Z_TIcr7mj8oJVkZA#p#+E>1{Ud8U1_pZa`npv;Z1NAnbR5$V42cI>?RY%>L{Ve#I-xAq-P()DnDRH9)H)=r`DW``T^-Pr@r zFnuaq7S1A=w;lxe^2dLIKmF6c#Gu;_%=Q$495Q zdAP%~!&7{I`htU?yEMU^MB`Q)rlgUW4FyYCLZU7SwmGS#ZdrL%IkJXz^F({g(kpeD zhEOWXUU^=-T7P41XEEyhn)=m^BFU=!_pBtsLDGXjG1Pk5o+0YC*OPl4MW3Qe+3_^Q-5}68gserW}Bv_IZ?$mJ?O>V_D`kUi zFk#WVtkASSQDC%MVZ1bSwTSB#seFN36S3-Vij4*sD5%Kg7WGaGG6-=uog$sDP^;9? zuUAnIfjkPhUvb9WF18GA261FH9^#_Gl>Sz)ht>Q6`6g#^yCT~lU(c~vrCfq=em}vS zl&*t-mG0^GKAwNX?5Ce2s@3rPr$5KT?KxJn8wAsMo76*`bPlR@1`Fo1Ijd(=NsFP+mr3HVldsT_ z1$|%Wt|MlC7-oQJeaqQ0EwB|wF?R@{V1+2N#4eDYUF1MS7W&GC-M4HIC83qYjU(@8 z{~Y*e);2x2x^!VFv!-N4YISp-<3iPx(jJk@)CEtz5!+$%?3OO>`sw9>U08~=6E`*X zkM^-pgK%Z=n~&$Hyl{c2_PhLm$k-G!SeBh{{RHKtM?#`aNgjPHwSAmXJ#VQ5!8Kkr zj8FUSrLk$gZS%F5q<>XA5Qg<;9rZwJ;4RiPUWX-^vXVd+)+P$WVA5IYqOgsKZK9?y zWr|V(hC-m^aT%K(XfV_~lb>mmMFBsUDZBu}ymP*CT7k5F zt*{<}OJ3SLwPU6S!1pNu>!X`FDy8$6zSsS;ndQI>3f=v{4Yy@Hz*t)!7&4_l28^*j zh+8L*;}g3y}d&=P-&5%8r6{GLwx-3Ez-@BzfYUT{=o|j2K%_a{D8aL z3!5phj&oqB8!>v_F48PviYHx!)K7`ptVZ9T)*h|G?$}B}*6#uTXgvl>5#6BHR(HWH z;N492&hMT=b=*V|I#^JSya)m>%b=YnZqcLER@DU5#}x|sWTo0dZN5A-r`F8{g#ML%r zvDN*+l_Ny&UW663xQa+4#sYb=Vh5PM!&xid^eF?q*31(1y6BaMaSfGvms^u;Hw%|D z)l@rcjDmuV3SE~})5&3_+HT5@N?$A8pC2yXE(^oSqV$T5@~yO4043Pws6>w=|6POs zPQgDhJ^9B<}}@MAl+=Yk)y~lgnW;HYUfJl-V|#Uc|_C_x|3lo@` zy-EYU?C2X2GHqQ>F8ND^sLi zuqRjyvQYc8G<#Oa%*+6V7G)FMi37T8M6MG;f_vBpPDdm#_LY82bb|OU=R% zQo%{<^%8&ko4>~0&4mU7bvFQR<)(tFdZW%sCbC&n#zN=n4-Rp6_khuO%&b=u9#h~> z@rb%>G#yR5JU5(y-Pbud-!M{`Z$n{OTaaU%#K@|GddD&vNH83vVAQoR)$Tf-@ZxG;6@H zLISsDpr6UHef0X!=cd?&<_7hEC#{x2uZ2yrts zI^n<{;g>cUpTf**YU3!R26L1zL!~NQ3FhT69n-~~$DWUquiBrYx8eby>}!=wU}4L$ z%)BW=Sl~iUefNIop^U3+0A67QCUdi5v`;SB2k?6)Q7pi^46;BADjuaZM`O7X;Ii|O zfLp$12$_eF0evS|KkJzs@wFpu2TVCj4%1XaFw4+sBk&5NW2g&?E=#h7N5V^DO3jM1 z4AQcFaVc9bY2@o6Nb_!_^J#fp)L!iJTy7pkAJ4w#+Dw}Ct;P`Rc#USOi++C}o8_F9 z0m*5h%y_P|D+dS9xVDnA{ZUk7qdeFxoXoV$8#~C#N>nHtAybU+?zzQNt=7h~m#p)9z|~ zIn&+V9)ly)Udz?0IYUJ+vE3OUOA@SBb4#o9(WDZCK(FdjE!=M0VScYCQ>)cOr?+Pj zO$ttvbfXkOHDN2=F0keC=wQ&_N2MCEK-Y9~uc+L7*%;k!kKX}}Keay5SUWrLwOR}H zMpZFBxI83ahpx@eWs3Q1%-KT{m#7uS`4`FoFu+R~;a7kDKjY!<2H$=2PrQkCdk6T@ z&wkB;z}3fZ5m!R|>7W05++2Ocdp-utH2Lu#{RxgvUL%Mo5U1YZBy=^!SHJ%a*2xBc z{LBA{ZoALz&gkt-7x(!3_kWA&!>zWj63<@$2tWV%U*h`mJN%Eo`L7%V3tN9@qcwKRr~{WE6xNcUo(7U1Fq|Otb1$t9sa~V|wgVZZ>ld z{lh0ee$C=1j<9HZTy5gt{pJ6PVSkSm&1v0jH(Ld)QRXdI02_(^IVOF*eO$cX968Vp_T@efumTGIN;I#DYxyqy}rU^ zdgoM}cW&A!w3i1<1sCfi$Ge*e_8JxZ>)Vfrt95)i=wcY9xVgOM*B-_(2OLSVP~Vi2 z=P)_hRZ=Au0;ACb)@;KBX9iVmufS@XKqM*ZwJPcq(B}!S4=#(Kc0f9lUS!}leFT9TvvcfLmL>c=aXwgdfk|@-@k}KY#fp z27@E~?zex9Y`a0HH^AxhH@LsM#{JDXcZVSw_vy(qyng)?6r!T+GTY<~)5#cL|Nb`! zLWv*!^w((By9hOr5y_jfLH(EdUuP6>SIZ$`WNAy2TdHnZjdY*wl<* z|7TYiOqJ8*`uZWlC@2MC2G0?mjdi)_6mVbOO;02C~CmT|Zcg`s9& z3GOl?@=)0vz_sDi2HBS~5GEuG;XRihC~C04b{;Umiuyg3Wp&#z8pyb9qm0*Vr(sp* z!N5(c)ntEyz)|`>*&r%OB7ZaI{afuVBx>63bQMTv#+>w5$i9w83=Y*BE&d+8??%1B z$vt9s(Q{H%A|eX-bM^;_ZPn~{Z6F;Ar8C0}3k{?hVLV!|QU|KUR2;Nh$ex|z!@IYT zbbeEctZj>sZV>G{r8mxkrUB0_MHVg`2w<&~N>&I0$F$NtM43$KrlLE$nP0NdUl?A<&lW2nF%PCZbWLHnTFY_ZUT_ zArvAb`%3njW7n9427^NRLOHXe0tMdNgqDl1ifqmEf&gr?--gGla$p4~ASnUQtQgHK zp?4aE6<)g>CtGrn0fwbxXd8e_D0`>a7@>+I3g367jK6M0LG-~!ql$L4&xV`=-R|H( z(O8HUAJ@1)vf#~Jp$q-qK5tl(1J^EAtC^-}&au%t0Ya7tQW^Tz{99LYXy)&Xds}0qihZb_UfFCW|M>8$!dXiyT#6C z#{G%mf~zn>w>RXUmjr?o1v^F5ZklO2;Of;x$Q%3q;WJFecPbkK z0%021J2*ug1sL7mx)wwh%qgq_tU_rg9^)^N-zSIYm7%HkIO@v-|fa!Q- za2lQ?ch~Q*p5No-`H#@;AK~k-e}m0>j^%ue3V{;UDn|DoaDDj=nympofAb5hjz7nI zbf?hSsDk0aDYFCi4~`hHn9uIKR)DI0EDS3+I{pIfZVTtWjG-_SW2GVzvWUXI| z?f9yx&XIL4DQG=?_6j#w=lZ>=9`My#ozF-8L@RNFkGZ%wv$bP(tCY^1K0*RM5&JnL zT8;D3$!B==@(tsf%=)0dvw6zSxnKsv2D8ZnK>}>R$^Ma_5Xg+%DlHdF)zU=>%$7@x z*Gd_k%Ao5>#OsqB3wk%y>MaUa2rE@yZwa?DTRpl*WBkcj61}v_k69p+TBJt@3*G(! z_77g->f&20<_|odX|q2$eS^!(?=YX64$!S*U+64o ztg?f-3RbA*nAssRFFk)b5Qod{@AN5iYv0wOS$fz`py7Lq4wT&q&}~2@*x{;Hn~35F zaU5~>eX~~WVA#(MOwV1zs3oTiNRB`=ntS8%9hR#(?=>`T zA$5*;szJL2J9f*9Sg#JZvlY*`lR*R1%Q4Qb?lGUvP^b1w)jDKUVSp~zS#j2pq4^fa z=(edR{TiDjRhiz*m93u)Ox{W4!73zG!O`y4b zUMwoSA=6qY(j~^@E3}G?!E*xDsqA30O|V)nxyGLY5>|yyQX~Jrpa1|M07*naRPBsO zOF1S{#XtM$A7QW8!FY7fB{fw@$7l(3J2{;>q~WJB8v@fB)h2p_LnOz0+R*h{Yox9xi#Fo9ogw<4TQ_5ww5OcUPL19LF^b_KsQTaXuSi zDSeu`M=v#cO4_$2zk**$iecMPzzZdc;7t1vR2fcm^)oR39ebwzn zX;2hW`F{-xD)obr9UJZqnH9io*|f+cY-U)sDWx(fdcR>{-f3XNF17`g3MYnasUQb! zj#*i7fEqKih1;AJN(aLvfapHR=i-1-uU~2QI|FhVFo_dK!ZNf}M!8Vzn?Rvyid`D; zz0>_MQz*-=tuA!iQ#wz~r9UA9^Rzcb8eCxTBMdDN7U>ckCuXK-?DWU9>4VoYQP`H5 zDgY+Gn7~NEKCa7JGOeDtUc?A$7r2Zv$WD&Gd|qRO$ppt70E&Qnxf`1mGDATzln6-T z{V7!JQu4JbI=-QOR+W$`z=1m15TImO70@7EsM&A1c^-`c#uP}A55x{csM#ix%d&_u za(Q{pEnB4y=+%2F*e|9wx&#VVX|H2e$yB8RJR2drIc>MQ0BH9P892VXzu=B5LU-mN z+fE>LPMP+w;PoEIb==*aGq{D4eRVcy_irlWuNjsiK&%R0Scl6FyKRtAl>AER{hw?H z`K@Xn4S3xa+Sb#3OC9hs11D1qUE0GcwWb193W?Qn#(Ht4g8=zUBfOMU(Aud3F|2e9SHf}E7 zBcnu{D7a(M>B$=|Wxc)qmb3m;n%C{0V03?j@LJ-#YI7MD6kjV_U z7w@=yeQ=7)52UYiBeeA zju1_F!46@szlS&uaC>{nnfI6i+rmu{(;%bJbZ(o)*0YN3YaumC1e@LAj8dURH4IAX zec9BTP#~>@f&7yTb~Y$@Y<0T);+D%XwyQbc2?e9AW{3ST%CeL3psWJb`g`sK_oF5x zaWcB&c1?6|+%AhY1`>8^bW|VBG)249VW*82DL4~S!*aD?wg8tLq#2rxF5h=nB%Ix$ zVQMt1=nW4Ty`*c`h;B_8H3lh+gWv^tJ1DBy`M-Dj-s+T?OzxGTptegqabk3O`#3l_ zMWflq!@~`a%i-~7$hLEQ{P-=xKE)x|r-OdymjQX3sP5)|N5&F^e7 z=E+RitQu%RFNE}8~B zMzeE>YOTZN9b`<%x>c$zUWAkB2v;}fs4rGHdGV#*7}Zeq`-f;Z+xYg|f5hjnevG4| zmkb*4WU+%CpgTCk$>|BcdHc^;&8Dc=Tj+LMd|!(tWzwt4SW&iw#L+Z3L}Nif6$Mgs zEpq5t>6O*D)qEyUh&IY<7-D~T!s0M=JZ&1Zh*^BoE+JtzW@D(!HBUPqy+(vo!fkK9 z{23bc8f2cb76yrUQeW|OyJ2KprW-bH1Y!|L_-y|GN5dgg2MPRIZ@1jOkNTeyB0!Y5 zTC>U<@N&C=n9aC-SEt!Rx6@$}wYbq%f#i1nsE52ieeJ9l-ft}0EzxOradi9~lZPv; z=Jz~9+U+i0y!e70WD4|YZa;ti89UVT*^RDqmfVNE*J-2O-ep3E}TDoPNL9L#hv!7SMzj2cJ^$=Sx$X3O(IWe=4-Y}cq%O*v@FVGQx}H*fH7 zfBGeA)d>IaFTX>pUPHGg5EFWR@bJp%rK|*2bTFH?P z0|p`9UOnJyJi*okDKg~!pFlvNV}AlAR9n8>R3dQ}jDk}`{Zyd1w)=siJ6rHmt7Z|< zNj<6qT`EEuJypaTu!aQhL)_X=GtV?>QaE)q+ak-)Y?P*+uGcrEGk`4FNhzFyznjHR zW2n~d1_tDE`?R6i+hd;q7@T;ga;T}dH|0>xJMZ4Q$P%I7`c=7TT z+RX;8F5h83e_)YD+C$j6j%sYTTFo}DuHIw4nA$*uYz~0}6r?v>ecauhV>Y?xITBZz z*gJg2?8p0?3(RNt+Lq~-YzFi&RBfFRmYNw!*LHxS898YM8yyqM)Qvmw&)d6O+&|o* z*B_!*Z?ljr?Y|_B$+UgcI7>qp!Jtma;+ zMW9(M5-~B-2$aYRE@vbkmNK{@mr&)3e$3h20#O*F8bSRY!j@L@xrvRMW@`NxYVI(o z2i^Tbm;X=@UyVWqENbO-<97tYl%@ohn$HO;p|v#V9C{8{A_X$$T1ZrCq0LB_quTck z!zxnUVoX{>a$onzf^mlB5HKrBjR}J*P)RNtZ+Z_|QeY}`%;@~}0>fsFgY#VPbjTW9i`;uG!{@q{A5avK<&_{o7h=&1* z9`{h~^w~#Xu=C_OGmaw>Vl$gyHoiu-UE{9S#6P{OpwS!R_~Zp9(=n3GjLY4Rj!sxR z>D{~ELJ;UH0|t5zkDlTA^Dmh}Jsm%=9}8sG-*Yv;ipfWSezn@beEPulGteb;^j_Ah zjM*&Uz`xQ&r(4C{ZNh`ho6l;-&TP6(P_I`p8r^bl-8gO_kcyH|lZ*_Zq@KN#5t8i^ z)u_&aUz%*}q%d_0Mo7d}WGEw(BpVh1qackkrHw|1AJ|PhO?>B*g>W@f+R-H>E|+$r zfv#s~=VLYF&7Ok%*<`|C1{pXC(g+OTP6hQkpNj&7@%Ua*ao* zu!td{QA}sA0gXlz)w<+?r44{43mFYUxfjbBmmduK`j|S4fFS1+6)P0W)v=06eI08w!8bBou^=*sF-9N>&+%- za!J>L=&MmwM{jVzfCkNt;qZ{_U0baV(sadH2ih2kdbqcL%o{2NuKWAXIAhoD3|WI= zwV0t=sbd{XwF0kjqC9@xitT74ZMH*s_JM6TsW}WfxE0#@FnlxR++RGz3S_YK4%muTT8vFsBPKt@hfJ(j3;9(ms=bizQTw1|B7_GvYAuL_CI^^8OD=4 z22{wZ5zUdnFQ!U1`)IcZSWv%quHW6~AVWDZ0VAW6=>v|59Wl9PFrd>PGF3CsSppJ? zsa2a84EAt!bAi46LuQZAF(h)y)O9!-DeUq$bic=fkg%&n@|Y2u<=N?TwGk&OFrk1W z)j9>sI;N4<~yA)Wd+;7^~Ha1C`~5YLJ)MFh!1-7!3rK0P|&zb&#Qw zrD#*eBMQ-JH8EYSd99IACh+J}^aPU;f>o^dwlCo+eA@y8Y0LVk&f5w$+1h@Ui69$y zdHx-4Z_n}a)lV4w`u6QVFl%7F+HgjUoPyc-mIHlJWcd6izrwTAS9t&3Z?Vm`oM9La z4$*G)IEWkc_i%Id4*52BK`|5six@p8r>}Wz@9)ldK2yLO3YATvT6sS*5KpaVDzQ2` zMUiH>-7YnINbu%H_GrW9RR#C99&`_IcJ@`71>oHk9E|41I-q&m;yQj>!$eLMFNK|z{_GBAGgP$d9gw-mR>n)mfa%k#k)+)#&!FwD9XIVy0e!vb9 zl?YJB8)6b9Sb;3VYC|HJ%F!j8QX$Hq2+?RX7+==K?VVdIoB9dP@{zSgr)fk zT~Z=VnUFzz{B-EQ&?SLO5;dlMoB{>{|Cj3pj*ee5$UrvV`fL7@HbZ90vW4H4 zSZbfJ(8b%1X-HXiql=&;bx&wc9ml~q2{sn${qfJN3*&TEjFv)1!Hz3h)rkYCO3tDR zs`Z!y4RWf9tyZtcXw>S+lLDDA_oT~T$o8htbDR95tz*Y*oo$2e>zyPL=~mmo!mu6$ zJJ^XK?g}N0O>;ie!7hvLg=&qY)ImckKaxwmp#aV;iGAt~O=XJ}gOn0AxdF@6Kq&An zgIyDWp`EAHfy5-s)GQ*+CE7ELhE0*t@dbynDKlKnz9=*+qF|ujwG33?no2lmNtRsg zJ#-xg{kYy;uRI!8p%O-%nA6jv8maZ3ZZn?m1&rR4qB$qIVhF2BFvS2MrfFts{56As zG$QC6xh{v1T9br>@eF!rD;SWVz?rVOCAM&&{6+dbnC_n<&xH>1rD7%8vI-TzhZ>;H zOdDHW!oy8nWPzLO8x|1XY%}(QjkZW=O4tZQDhjm35^w4g#LW!ipiR=_uEyKP$~>V_ zw>nnp-F`;X%DQV!6XCqKjBgoB-JcdSy!@bL04aNl*GO#d;z zHt|~Qc?d+MZ+PEXt3Q0+4uG~3&(?P;QDwC!qXA$Tl&#(YcjaMLOI7(n**4|9BunO) zUw?!|9RhU~4+xdzw-V}JqL?9did~);i0cc;lOq7f>aj(E{gVSEt2N$;69go_%l~o< zF^KT&$A88w!u56q#fc;TOfh~};T@*=1^d>;fLK9I+z`t!+u-8-Eynlf=yV2n^X3;A z_J=q>t0G}}F# zJo}81crt|KRM2?|b-uj(R+S;JsCA7qxSiesnl%zoyyGk@y`xrl$OxVZTFCGPj7~=w z?4NRA9R~rfZ$2=RPC&?H;@a>yFws~NqjqQ9{X(lv3#(KqW#Ev0E!yEy2L>h*p39;H zgN#6$Iy6A7TH%bz;n68BF22R>&3k@+x<{fSHfk-re)$s??2Do*Ya`s>e$Yc5unIR( zGYJqVv;#nn%X(d4xIaXXDB{{7CP0V)qI$i~9VaS8iK^C>pjMG#zMP=b8=})5va>^_ z2!!O;7?29F+N}6p?(ZEdkV%5|1jtD?PN=OykS<($I^A!AN)`AY9-gAx?kS2tt!-kB z>H4fS)9^RAxw?ReLL40)Goyj%_JqDpmrFd%7FcW&4oEfx8qh_H6yw=M2_4e9$uewc zW2g0;B+97(l?feUy-m5UwOS3H%+lFvUDIyKI#&9ZBJdQ4O*^E(>T_tBUd=4Y?J;yF z3iOgR;~H9GEG(!y$$Y`*tmt_}8DP@ylrq-AOKxk}Xl)M$2Usk|oPj5_yIN~ux!Ec) z8K_!N0+Ei6o-w$2etpKk4WZoKc2{LfNkb)y6(vp<%%Y;TL{3<&?HwWH&87;JuP#4u zW`e*cY8+3jBzmV*cMoReJjZe}S9EHae$mB_q42hNS`XCSq^4+ylvyGj4%!2(z*Q-D zcV}>cx&GM9D@xyC=ZxyenKr84GqIX(ZqArNWjb(h>69p)O#gW-09kJ4p(Y6J1)m)s z;EUrfe)0SOEs^5w*WdB`A}aLFXw2C+64+a9Qy%vqP}wJ;*=H1>n+y}LCj#p%Wfz*i z5%4+40iSPE^jcL_HdU?i9x!OsQ40h*QHV;j%~^)1k4{(3^9^3I1D%k)t}RfHA8gNYQ3RF(6348& zL|G`B_atOXWlqfAs#XxiE%XO3IEW!e7M1ALd2brB??hcF%-v#VtiG?bn|taIXX9i=lh3;oExIjfyrXU z_5XAq{ccU|Z#qC__DZPEPRtge>zcuVdZgBAX4pQeY=yG!Tgtk#?PWC_27C!rBQ_2J zE1XT&%o)0`R0pk0FXwI;0iTyB;U+sA28w}ZYWvBL2B5(@!DVxb*`h|5O6_R)lz%KZ zh^PA_5Sek8!qxl+#{-0%_^uc06^ztAC`n1Lj~yOdVSN{ZiG4Z8iHdCC2p)@1*L}_l*%4>yjXNF z;eFZojjCKCd=xN;Rx1pO;;+Yq>@9-?ajunjRA;HsbP_4lxCMF+G9yC=#%6xgzo&7A zthu2r7ornl)vRN$m!iIT&)1?+s^k*S8Z*?ymft7Ww%e{>UVD3!y!{05X#7rtp9ZEo z8XUX9J-gW5svY2N(MShQI%(6up3i_MhM8MBk4d!o8WvA|yaa&Idw@;elx|w=d}mjp z+)wtIPrzlCO)8DrY%qKHz`$w9i!(-}yNBN4DT*Y)Vsx#61YraH$Coxq!yLC~U+*xN z1Zs^gDnSJ|=Wh{`1_T1D-Nej|D8~KyH<*tuT^wpp?%t6}QWUzI2>JISBr)=;igk)a ziTO1o<$pW+at)4kBnLO}9qHGi0#B4I-41PjXL8%1J=CcRHVU=48DkmgWh@b>E+=?&p znnoyLK%$Hi5=%kKcy!Gj3dmU}yBddJ(ZAVr!ogRv&Cu)iIM|}&jS;5IV4h`m(Ni$q z>Gs&^mfEz;nCB|&A;M(-bWQtA)Tpv%gf8K1uSW~(vQ`f=O z-z!fm8Cd*%s~jQy|l94G~n@$g&k$y*v#GSL;a zv9btTt^zM9cNVq^8fnA1zdpnJ5C4ctC1UWRfNEz&EC{OeyZG=GrsEqt+zQqJI6i!d z$-^}x(5mLLro^l^GhMl_o~6<3VgK+s2W~{c-L4y)fw{XS%6Wy~d#~HVcs4?})#DbL zt6gzN~KJkNHy!eTbYe7V4Sv&7!8i&m$_oh(+11@5O4T#u(1FPGR9O#IcG zh}t}pY@>m)0BKQRlO~uh7O1B=;(CoY;!2~3*L%-dX}MDUMkBwwH|jEJ($w_^!kX1U zxJ;tS1aihfmxJ(YF39yDcJ**Dt+N@{_dsDgvN6Bb_-L6!TvfB5d76`P3! zty)bqy93tLOJs&GQ5`8i@*u8yRU7lgJnzFOBS}k#Y{w+JE)E1S5 zE61Z-22{JfKGLMn)XaiGICA8N)TM-&8QB`cy|dpx8ot zhr9vJW+Qe6l@M93sojBQW$5$iV9z-Az5rnP`d(guTEh-{`1P01Ah||9!*sL3fB*U% zc~HZk)x=~m$JKa>Fs`zif52I}jGbr(T3JNR0cz$dncsGfK#RPvQ z0rtB!ruyeplTUgDBkFT zcKghiGy8UB82yY#E5yGIVb4L|@AZb9c_fA&-5H^pjt6&FgxzK!31@>zi{9 z@aYQ6#f(A6$#~2G|8#bXcDs+g;W0DNHt7njR*N&C&tH9x*?7VU4q}>-C?jcK%;sbC zdp$JcDr&UnU44hedd24;jiy5J;oV(ZmR|X3%=nX^Mtdo3P^8xp1{GdsYRq#6Da|-> z;L1whIhTN{xghQSQ&>F^m6=y!s0FiwXx|N@Q2U0kbCMWX^;#WKOu==G#bSjbsNwwj z4!5^AFr+{wxS!i{43jS4EOVqvSF>C&D9iy|CE}o>)o8GyJ6*HUYH{L-z^l!A$$#acB0S3!J_g)cm$pHx|`pla`swB?I$t$esdO^g%JLyi*dF#~{X9$VyGoMfRzCyhQ2$;*Q zu%X~22qnJgH{_!QS`;wS8Yxrtkzg~q#gg{rdIzg`%(2)H9a}h)!a+C%^+#|17}L9t z*v>~fkau&H1)wQWtwF2Y10%7^QuM~31XMqJ{Zr)mm#EZgEbMoC`<9v1^gT-2b_XZS zkRV$@VKv3D#G>A==StrWYAh+COv%R8W`ptMR+mHwF4IhIHk?4}bPp7xKh1DAzCn}_ zdVtiqar(|us*9$~m`uv`*QUjSUIk32H&B$#&gku+P`zHKQa5R%%#;#mv~4NqrHmeK zF`eEkw=`E1nT2|!s?WN+y|S4+Wjv$`$N@au-zlfw^i7mXB!U8Xa=-`?BvpEDKa?eG zT<`BM83ADd4;e6n;QH#L7Lf%A~h!<4gH#OQpkdn}ub5|}Ze&Pg>%MEzW58!dt&KHUP)rBn1AG&uz|{$U() zaKMH;@q>@Njd@0d|`e=W}K;RH7x%r4M-uxVY@jv|sMv5sQYBlPLrl!Y(=vlA6_$l^|j@gitDAv2L{s}VzBnUmX z*#mVv$q~dN;W`6ybDX{ZEvAzPrtI}t2jK{3?>k%v z&aPsfuwH~JTL1@eBy32|7(w8*IOLL;8i61g0T^}OOi65r=0ilS2qW;kJKo>Je6c}L zukgQ94J*@KHR`OOvJ~^h2-$XF!&Y*1vfQ*ya)!vL`r=9C*MTgg%s;um!ZmUn?+qa; z5i<=Is})o6=j$yy7er^SH)^bZL2HPp{i%o%R$5AoCrz=@Vn~746Id85xlnVQ1Do{{ z{YDivuD4Vz|41)l+g=lE?a`e&=>p+7>fW5Eu?&@Jzoa%R+@+wcT1V=(KB^zR%7mzv zKkRjuhDO;MALW&tjU?*-=-~<{&t7qz``Ot$20TNqlYNdxtA|4oVp!~PP3`{SDK0<0 zRV}ErYtp3PDoe3oKtN@Yh-yt`64VKWxB&}zMg zySr<|VI4=OFEAR9&}(;gtMhS=LXMyuK9K%bmS$~MCGV>Z_iUKPLI z8*JqzcIbre~i{(>E7Lf*UM1Ym8{l_6q&N$#FFT=S`0K#CM$%S3bs`O_zKJxE7a;S+NiLe zM7u@-7L~Szs`iogA_`b&FJr)6N%!$JD2+s{x`3&`vSxL1I(!_!QC~M>j}1Lh`MUf!NCV*vFgn_UxzZ5 z2&i+F za-&?Uh^unIEuWe*yHff zP&C3IA?Z=9)))*=dGDYStlsbl)8zvF?f}=9XS~mlaA3iKNFD2Cs!BI&O{}(atX2}E z`2_p>M;xH?Uad1vRu94JMKAp!W%kYntHlHM_MhYB=YPb3EjgkG2QPGOt`h&{8t*tp zXRwdMtgv==e1EM=>5Pb-NoJVARJJE&cA@UDW9Oc_69uN8;l+z*oPeUhT~rzvFH($d z&u#B`(~W=yp$pY1gR=cp^4K5lVI{W6(n6P;WV{yVivmJrM?ou%ME%jYW~` z`gy4}I6^CC=t`}i1R_Z1<&}rdom9ztbJ5mVa?+e?iF4Dj$2h_W%`zJoaCjPXKPgUxo zoFJ6&Y?di&*=d_-lZd($lC#gcgfFnVCyzsO#WHZMMTLBdp`h=>+bcr;yN)q!>%sp& zAN^#c(BIkTS47NoAyv$fb9={t%PXiONwd@E^=mYle)vbT)evED{5ckrTg>j1xVGe$ zwk8%1Sg4viE^uray0P}=iFaBXCKmn-L~Vt^FuwRww5VO~l_=_2%#gtfSLrS2g=r~cson|d$L;gCBSh{r9!)cd0Vh3==*9bmQEZ~*)K`71_?zWeT9 zSoL-~zQ^6eH3s`bRx_WIz*c|2%J!QzxQ{haa_{dyVzruJz3QOI0xV|*i?pPLK(?N+ zo@sIZfxv=_pk79U+3*c8l{5Un!(JOK@}f9WSOl zTX35k5`UXct}vfXS!9Q@4Ij?FLa+CLEMHlabTOM@+I&D5G!R8w^oNHyJbHoqyGtx) z52)3un9e4QZnxTPmElNJY?CeDLoQQYUXfySccFTLZ>Rh_ayHaF4!Nv^7V_2A83%t! zx?zWfT5Ecu1tr#pja#2~e|3Goa;=CiN|a<$`WD*+>6BVz&hRjua;uYmzmHlJa4+-K zYRzL3*PGZI9wDqRP+LuH*AH@p_V@NMez-@Y)n>{x(H03PB4>~00tGKbWo41jY|Z)x z)UqwlE9~^{-l;>AjWcL^8mLW_984Oc*Ps1JwGeBx@YxqX<==TC)I650)(}ab{2Qtz z-Ef;qHsqnPGtzG5vG~NtWOzyGnVi*cFQzzKY}lEhV4D7|QLEzF$qB}{cP#F=NfHE^79Zl$wV2B; zWFa5fSfTs6oBvyF8LoSk+{t2{ZLkmp#)|+Emuv`D3O_wML_~DjT-DhV)2z~{F<_UZ zA-|KXP#sHH{YEMPBG$rMX)aK2bs%Mg)0eMM2}pluifp|>u_cB;#BI*LJp7VTO>%O` zNpCi5TnC;K?U-r<;{d<;um1;H%=!`>*wi{L&X~|#98IU_lVB%0xS!7O*T4M=OpFec z9!$XCTBs<>dOxBdlh!_gl*CG*eR!+e?*&4!l0vT6SAD@rERkB;((qMS+osL|J-24# zF^JLa4cIo(xz{XusRVDS#ECNFraOoV_+)u{c&VqyWKp;SOl>e{o86Z=<6cPZ@Cq9= z8PF;yUPfq0T|MjnMeDs=CoGI`> zJ$;3gN*qU5I68j8Wmg1v62+TXMfGNt%YewjwYv>0)`IEpt!4vgk%r8G1<43B81w{I z%N5>z`&%5H9HT!t#*sK;dv|?x&ULctes$@T_5dHV88lsfyX7{11VsMyXTRjJC6O+w zbIr)_g6c7^Kp%nEpM8!OFJJ4nSqc8;ul_q8?i7>i|7Gq?n&e2bG_g<3%=hrv7a*_$ ziLA=Zs><4?7j~1~hnd@u!o%Dt!UKi(x$`oAfCq9!c;i3dfjkU33Shh-% zsNjNLPEl0M7Ma6-PZYon8h*-x*Mb_>*Z)7ijRv>^QDjxIFb2Lx8Rr^spVUhjd5cU7ALooQe_3#9{dQZRL7+A z8kdLPVa|m{9qgw5+z523ZR}#>`aNbzl0#PSQ+}hOKM2P+#9Am2;dEE3tcq1wFgAMLTFEjmVaJ`zAK8-{bjp zNzO?ZubEkmf}cvI-r)F`;@7y^z}}q?(OBKaY~1Ga73I#2XnXOvi}hEyU#-(Zb*9^NX+5og1jFY@l=e6ndeI`aglsV!KIS z*My}@ZQ|GOJVf*QJ%BVu&X3VMKgMD*G%>QflXR^WOeZrOym-RydGEcKq1k9~d`a$6 z#5UdD+G9r4%a`9`-0!h)<+U64u(`3x&*+FOcBMQ*YdQf2v{#s7zW_@~i5bVF(?e2q&&*QrW7Horrg%EifR_gT-Me&g;Rt1)MpR6~GQ&mOzL zhmo{2Me&(Ug%p!^9H`SdasC;O~|Js>Q{mA<|XoR7wCTpB;zy18GZfBU7`Aa#a=7th={ zFi4c8JT{kSr_N4?<_S^UPEHP3)qQvM22*WbAAN^*`&5*ul{-%sOX8j^8x-2}HCsi` zE%D}gAZj2{a;VZv2__3acH1l*Lgl)cTN6Zt2EP5nMwwweyo>~4d@1a;?S=1Kn;H*RSp2@Zc#|16ezy*J10?Zl}Wnf~5J- zSZ!jhv2JXaSR}N@<3eJS&D9kQI+u9<{3~8Zz`f@y&}GeNFKxE1(<5HfY(dQow5@de z%7@QkqJTML0;wzrk<5Z@Dz;qB%}mec#l;H|9SlvUCCCfrs`oJVR#;~CCNf*St&$7( z1)Q;}(`0@3$&;5{v1a<61VY4C`Oy#G<9_*PN2i#X~W%BD!*-sGqxpYug*R_k+6}lvh=WwF1VA2)(p|js3gWzVQHO;}o;W9K*pBn;Yw> z)@uyf%tlkLHkQ^m@vr{de~s@x{Vk3je}N>;*vpvMC}-_1#$+oy8zNGh=uBpqq{_J& zQ0o(2JFx_k*z_!uV*+Vo(3(I%3bl(64SQ+>KxH&AxLa1NIw}3*Ub$)_R{_fw4*sveZez(g(E&&g;E>qH;&4u|1(_Z$;Km3Z< zv%9w+Fg@AEjC_wGZN%E7@11@!8g%jK%ir;Jk`kV+v}sv)h`E!9Cp{_lpB%j~NmHf9 zEl?9t5ht-z2Bt{)e=@=Oc)+?zsr2&G=e`~eSvmXsHHqC0nMq=FDG~#mQG7F>;58?9 z#=(Ndxy(B;?vPpJCWP!gSEbVtvY1)x*9O9E1aGv{)E(+&JlCV{?^{H=j&Qyqf`)a?G~L z$FGl3E7zGB%bGY6Q)@#2&c$ny2w7@v0cK_T>sf!Hgji2St0pe6zUWO0_Ek3p#F#Z8 z9LtcLwj>ecnzr(N@^NOYhgo)xoVBcWi8k3urenjlq29}&^~#=#em4lUd0-f zq|V7Ufv@d@Z*iI~P^&g^{lUk$c>Mw+5)5`Q+yZMmH<)GE+`5L@V1R?ipK$C*0<_#b zRcYY*4}Xc2bk5FSqjh}1u~NOc&b0PX_X3v(k6Gw@K|7~fpwigDwc9^n7Uap}-!mjv zTV2ELAN&l*FCJk+&R0Q!W^L!DJfVu)kj{_4L+juXR8qsnHF7E0#Oce&49LA}>TkfD zjG0Qr5b9nWxtJo>u`A~Cnms3xz9uSZhH>xm9X>t(qBxwjw|4hYTiwEFaDnrek9a)c z^a@gxNkDJs4ri|I^FwsL{4MV>rP>O%ZoSWA-a2}Ql-Wu$L-mv^{-mu!V(+hyU*N&} zKf>Pr9SnwDwi_i8*UQV-I6Qd9!udoUp#s6Zdmk}K`SL|qfSHW^0<%peYYt1 z?^+6-5sNYlrvI^n{sUAre?I<9^F5@+YLD$Z4SV~pZ2ant{|LV4c^-7i#3rDg_+h`x zXl$jnhMk=~w#lQU*U}qpbu*`|dF68Q38jsa2?3|$7@yTt5Vpv$H5~g#L|i1<&0GSc zJl#@`YlZAG-n)DbEHk)Lc z`qWkj6vni@c1rtm$=nt`|W-Peb z?zS*p%#4<6HRcuv=rRW-CF$p8Rnk;p)NP^NA7J+0K1s1(oz_sGn%{&yST!c%+-2`N zDIOoZ{El52NWhcm>QpHtiu`amVED3gd5X{f@HeKaDhU8l>&ZTg$|r}1&sfLA_@f$> zp8~w6ROu%=I91DKDXOMt9_+*V8qfaIGt6cKo@>)lm(Q2% z2j`Ok$Z4Gumc-CBWHpx~hHu^2>WK#i#qXqh-5oRRxL;d{avasM5s8vePvjM7lj8cVk zWy+W}wy?6lh0WRqbW&x(nj1|@nz|^LR*jeRe1W7|L9@BSVAps)#UxGf{vZ7*D$NGY zpFPEBG-K8mRo;npJ)Nga^^Z$)%+tBMNAs!iT%ONkvmelP%#BST1s;^t5tE1Jmlhg7 z#9DQxMi>o+O3%&#WB=L;Dm$JRAw+r@t z__13Em(6FH)cLt5uo9=P(&E8lZuB>ak)^sYBd@Nh#kP>Q1+d!fks250r<`~bqmX`= zv^oqEX~ACg#6o1SlNeQFuYp1iF$}2DXZ1TSzOa}>zt?k#lJ8&&KoD(|-|0TlIzOFE z;pCS?_f(nhW9$2MS6XRTRgb#n~S?;m&Z+H#T=E1Ayc-L-*XoTZVDz z0Z^*ecf(FP;|epM`ZKWoAn3|<3j?WKW6*$DH6)NsZJ^YO$W&ZvA1#-8J((^hvK}v= zEAA?n{XCe}$lvlPT-g=bQUQ-~HV zplV}{lksxBj;K^)fH2D<2Ia{ooeBm@C&H{*Aj)E-5twb!*w|tAiw*ea(;)_zX98IX zlZv#N8mrKg8FUF)S=-|_CpxWh_X1P0y`=XvS2)R4u@U!9C{)3m0k}!G#Ts0!Pa!M- zmPV{Mu(GyoL_;Z>)xdPn!jxh|TSSs)irO*G&kk|+{3|FHOw6DMeauFEY~6eh&D}fb zp1yz*K$4iMTelw|Q!$R7d}aVnXlCn?nA`_{_Fv$;L5p(+tMQan8`#*~!}-fE(K$T< zvWai2Q()G>jC|t{zC}78n|1*zruEKPqo`D0VK9={Y#6tUox49k`}hdG){$dAP5Kv@ z_ItQ_{{uY#_A_LYfnR3`NLasy#juBiN1t#XzM0Wv^*uq2*db(jJrWxJ8`}AD^W6$u zs*0&_6SMltdnCCg*DDh5O-gV5++{Dyl@6bL3iadY|k8tqy@1y`=#(Lbn z#M9sZdrXEcwwt8Zm6RM*`WF~p9%19=L+spmfb+wr%p9fr-8wtQY&78_6^%Oy+(*y9 zHq80RIC;E2ddB)}q$$PE5EW=I&Ir2Vw$aE6UQ^LyG(?hgI7T6X@)Ch7o7)T~w>uXY z^;<@`SwyS}v`OH4g7e9_vVHilE8em@5hnk|1YWtSk$H*2bnrHtOyz$s{Ac6=h>&7u z&shsCH3vEX;mO)WG_2%@$8x`AH=x3%lVdX|<+eK?rWVfmdv|{GyJ?oXiWCLnm(vNN z=z^>0-1d+zf}UgL1Ki*iT?uX+0`Kh(`P|t{(+1WN^0kZb)B^S4;Oh{0abGG=-E!j; zj&WGk4n+Ke?mcjANDy-+e!vicIB0*I;$6)F42AR0!A_z5lJ=>E4OA?mj$nFRg(re* z^yM5G2h*FI&C|j)7jYmti^95a&>sK*AOJ~3K~(vAfKARz2GCG^7mSvZnmgHJlHeB6 zHfe59Pm^f}@zo7C#g!`D*kzEH4^SysA~Bws(x{S1V}(S|=G=ow0pU!LLP}@|6d=0e z`c}l%C=$LTCyEiFkxXZt;^5#JC!f=?*#O!t6HrwbRc^Z=#F1W9*-T=ChF25ibba#Y zsW{<3qvS%R+z3E{-NHtu!Vn=%5E9O$#K%(afQbWNrn5PwtxFNm(ZQN##%|E-x;{W9 zO2*_;(rTSbQY;lM@;sMkmPA3RI*%avB_Qb4iznuzgPTH05ml9mB|+j&)FN|o@)8{q zHI0>kRH?B;Qjv2iNSSupar8*Kw^X^IYTf0<5eJa0jII)tCUsdmGSjl87EJl#o>1yh z?YB9gW6?pe0Stjizg7oTBpJUe>lkzP@Do3W+nPDVK(3GIoYjvjEr`9S;5`IqZlSD+V{2FY* zUZw>LwT?ykL@bP|jYO;G;1n98)c6<=W+~H&Y2MX|ok0rI#A0CIWQ}QRtVb8hP~9n6 zAYg#($f`+#dZmPHHbU?80Q+}8Kx;5VpRQ$`AzBQuu~kQj=0&T89$AlGTjNAxI$dBq zU+}s?6?qc>i%N>u+uJ|*fPsx)I25Om2zTZ39*N=fVr2@F=k3XVpuJ=B6i{vv%qbX7?`@@&6h7u9+dD=Qn=+TP{_ zk^lfoOb7t;1%r?Ve>J{)BbepRMl(ovdUDL7z?6V1*LEwynTrLBni>(_%(PUh%#p3e#Ia}yb z)pTwD9$TgL&kvb3!7a3mN0m^nCRpEn52Z?pDeRP7mg_6nxPF(v*FHXEW+w|vYK7+Z zJ~9%huC6lM;`r4Q!}yyU))fIXyLW!Xf~M`mZ!w%N5bG56jcx4Sd5GTWb6mcDA;qHw zpLun48>>6Fj0pMZOK$U`Y#uA5{=be zjLHqn#shxNbkaa|WfL#I{5zhfmJ!0hwoY*L=nrUa?qPEL+>LR4WdqY;7yXNK9>+{2 z0bozU>3tT?VV*yYIw2Xsm8xI_RO_eigWPn9mybE^vNY!N&GA zTpT?TmIM8-#D$g1qbDMYtz1&Rn2}vw38hK{^U?6l$o^Yqyo=%AxbVMg6TzE)Tg&xi zXdgdE6j#yQ+(GB;$Os~m2>zhs+QaC5X=H!~Vv11JuXXqgd-py>xv`2xXUh9y`|=EJ zau^cpcmn3wt%(8DjEiKiUOx5iC-N*3i|W4?Pde!2Ac%BbXz7NXjDRIb>CwDi0JumHI`EfhBUFQr}bRRkWs@09~5 zt{&EZonwlGXYZGW;v9EVLg(*xzL&W$Xy1FL%U{K3fS<>pWrY%3>c^x%1?a;)MR^e6 zEyoV*@Hoj$Q`Bn}zP+RI5Togo`<>?kK1IsV75n2p#?uKdy5|^-dYFwztPtI!s+0gu z)W;nOr;n;Bv&j?#Vhv0t7*D61)Ud!~X8h6VysM>(59SJIJ>#U`h~H?junFnA;V5dY zyf?1Z9tnSL-($r`3jwbVdnT0*=7S235%jkc#gN}*Y$iE9u+OaWze&h3sdke+9yy6n zLNk?WW)_fUQg%nk+}xz+pL?pcbxbhJ$9y_>bCY`58}%v&Yn0$sYb#jEG+R&3W)mas zHyVmyss#|D+#D+EkcShK6}8>E7K$J#rj0h&)(y-u9-1oc+|&U{JznJ&hUG!v(wiO# zI=;)>4K+04pgpqyj$1<`+`oAZ)pUwVq|qR!jfKK&K{V%utMb|kKeS;7q>}g&O&+pV zo0cb2L*i{{rcEHmf@LvRph#elD6b}&CHuJ;UG}D5V6Bp%Q7s`}D5#Q|H)H|1UR#Aa zJ3~5~V5L!Gy_6a%d|io}Gu?IAIz@Ez4%Qkq-pDISmDh=rS5Ht{S>tw`=GrQ1%{nU7 zD@biRM3yZjhU#C6S#U7oHnIwCK760Avv>Rw5AHp{@BZ*PhQlfP!!f2(iL>*~;$)U0 zUj)V-2(7K`p7$a*?Q{0Iw0$LFg(RNWDgfeW9f+e?*kV4JisT*{?{HiF4C4k#9R;M* zOPieJFu^veUEt`UUpwCoI3IB(lP%y<<&(=0#0p0v$BbOQub7`{2Ry1^TpZA>jsH5Y zSrMF6st4;V)wIytfS^@Iv^i9v^-;SqSGo1k-pgg7GVc@0!*A9bB@SZ%yH^Ii_l1iN zSZKkfT3}&ZS##Y!=c~l<-*G^GCR#H*cOz@psB-~fo}FR5*ddC**sJ|rSqcddCF`qQJM&>jEi?bJNF(BlD;W6A~wQc zZfzKg(M2&@iX2_o7mR$>w756e))y<{tF6eO8=nxo$&a~php{XW&)P5obER_4SiC;{ z92qex6fhoiF(%Q;oA-g;8|b`#$(G+VR#B2+bMHQ8^AXyIuNYY5m|@uGp6I(D{v4yh z7&F#{GNV?muAs5HkISRyc>U~iVTt%SV0G&n=7TnlUq6MOjyPea>zWMu828%TJ5Oz? zDl>b37T2-4cN6{Y1^Q=4BBZA=8+1_L*ku4YhAfKQJfTUKS-=d+tyiN#50&~F zv%6;F%-D0TZ(w!%I&Qr8vx17gxtCPY?wuXD^+B^ERv-QL1s5<>xCY3T_Ro)aon76y zhOPaF{GQ(V5eBVOo)k*o2-00Gou$=#iFKy2% zHf}1Hhq(K*zd-lw*obZi8Wd(}i;UnQ|4e3fI%7bJSR#=Y4hm1mRGxKlJ4iFhdxU|V z`Jz&oK^dIf=3;)$r+AOpz|_7>?E=*5u@IYf7~@<&{@g?<(QX!4tl5P)=PMbk0lqRM z8%!2%!u~ye+tcoQh409^Y$HCGsrf)Vw_smMyYj42ckCrfod}Piul&B!Syf;;c_nju%zQ9*wHX2K7`bFsT@4`MW`G13Olvm$c^1^7$|czhksAh# zKo=!8{qYF>i4pfZIy(_VEFkK%#EvOOg|r9Kn9*}Ro*3n6N($#wr%6yvs~kkn=P7EX z1odi!74nmg^JhwIfQ<%uHfLlK!DpMPaO~y3!F3~eepQkEVaHAfi-Z#d@}ur6f8jC_ zf<58U{YD$oXsyS&SM?6p8`*>^mEiHv`G7dQx00P)!3|}Nru$b)h$h{KnhcP{6Rg&o zh*ry(CNsp`DP7~Ng!R<4OYM~FSZ}W4#;phJH+*__iGH_(tpWGU)j5b8+RXIeR~sIdpo9gnOah)Dl04q zJ0=TO=#IG3vVZ>pu$Xd4!Vl&0OB(guoqbm0l*?>M$wyLAtisF|g|2tYhre!Qn zx0i~qwaTrYdH-l_wOxW9eFfjkXze~HWk84Q<9IkS z;|4%cdojlNzFl=$L;$yb=={5^FtQ4s^YHhSe{XJw$`w?ExUXYJqYw83AEM~|e{;_q z+~+AtABvHLc0bQohJEZ;xaNSVXt%~<(PYUEnfsF7Mxb(}qF}ZdV2;0*b~3}7%yRQ6 ze|6@!)6Ce!@^cd#5H}S;y~vUaa`PlOr!Z!4dwsAcyImmSz@AuiP}3mpT{=o{c$I$k<@b@-gSr(6wV~P~7J(#m991iUOl41)?{u=DhyaGB^xcf|{pNYbl zIVJchufO^gCsckf22;+DpMQns_6?kOFWhk}^%YFW zwdnjX$YGQ__vvKFz15U_kF8Ltu+j*CAiHZH!%=%egIiO(XGf;sA&fx!+%egzDa~3w z=e@IF)EqqO|1BXvX8JL>8g5_pMiZl6i$%H3-l(K~!JIV#!2QmJi+?Clr~NLSj*KU~ zQdh>E*0t8jOVn3Zv2pD_P^+WX+(Jx_NGSo$Czy-}+-^jl(b&3$>Eu^(PwaZG`B2?0#nzH-;os>M=A!-_m2LH= z%KBu0mCft!{j#9h-{!``%*`o@w3T5aMp+shODq$EfF@-7gmW?nz5|6Xkb7!Va*&(O z-J2XZstRidS<`EG1B#2S-OwYG*t_*bUr93U2RrmWcS1V%mvVu5{^yRm5ZnZd4!Td& zSC5@LkMI(5$gpg(A+mgBVMBi5w#N$>E){IBLADrfVE(h0oFBqFXep`MRrggWdWaZa z!@!S}9h00rY4O^ZzC4|0`N;*>9mEnL$-(6?Ir_eT+2M&CxS!u3!+Yy;8~I#UMX^7! z{b6C+tA*Yke74H{UJ;}A2iD=~xTquC&kAD`Wui9_B-B>nwD1f#+GLpQ1qq8koqUk! zp0Zr)h6Q}wX!&z?W9$X}ma@QcK?>_2rWDK&p)zH>nxV=4er` zk@Ph!bg)b;oK_(4vV{;eZ z{lkA?QLx`UZsXgdL9q6DcLkI1EgurwhQ$sX+CO^{E75E0?QG%v{1VqT*3n>kKQNk2 z+2)TJ0`pj5yvUq)d=?A>ea~n-WTqM@+jYWP5k|0#jvEO(!~EKe=f9v%eIv_cooWXf(=u6-=*fp$59wpQFW_|Ke{gqy-am6|Epxzy2y!=5!@ z*I5?Yf_21+SR=uT@&!>zz!1!*kM>g`u}Z-B&w=^*Rw+@F=b$aht+NF3(6}t0nKBKF z`%7{Dx;-{X!~8(Y{%64qc`B5>(tIQs9?GpfTDyu>aUJw~XOw$Bb5MF%sa1Z})iy}g zd2pg|^=>?Mq16Gw=loM%4E#iq2W}&?UT1;sgKyig$11pW_;_1dT42QB;)q!?5dne= zN&baFpe*ITxNU@ca4yMms6j9y!B;LO$(gG!oi1LF#r~>qkFdHmfr++175jYZLd%x0 zZLYi|zzanN!>7o{B*8}oEDyU@dqz%VT7O*drTp&%EEX+HM^nOOiNZ|pM35IU(%A28y#@OP2)Q3f69zG z+G7&37~Q&wm7Uv|96e%Y1Bo#AE?%NqTg7mG&i&zbJus{f(xqt_0X=u~t-WcO)P?z$ z3eLicw7&gi9R?QD89POhw!@XgUsx9;&bOG4`JTViXXiv9{YZsLce%EPAqfid`{Uqx zMaGdY)w9$c=PD-0A>&kM_9?5E6uI|7g-@E<8+op=d!g_`a&^RDJcC?R>98$LcGMu2 zwNGJ^lxiNOvp-I|I0}#9PYY`Zu z-ZK(9BK6g9=q&9vE7rEPr@@5@p|5@@p(ESzD<+n~H5HHN&|;ZxL0_BOY_#=cFsjJz zF7SpNCe``*V3R|89ojwHu}G07C8mLu;tYGM3F@Vy zVlPlB#kjs+mphV)&#fQ3cX@^D1PWukED(L$dzT&eZFzk0=Wjah_Z|Nq^Bx+j^;-`a z&{=dJBc9B;zp+a8FniZAs^7uj;v@khE9n;1=)$dL^SNW3JoX0QHuQ= ze~RAeW8B$FfON$@d*!%`WH=6Hh<%y)K^5n_*B@Z99$_u1;;UB@q!(B`OTKU~t!)J{ z1VM#yK|Q`ngq`&bbQUv|RfhSv&lMdKvSS;))G!<>BmhJ!7gNlQQa8Jq2!O>Z>D0n7 zH_u=+Gp!aBoN@oR0Jq#@OYSWKhS54^mBSa4DN?dtpD3iG7^)N@q6+(iEzWWj}RsIu=e!tIP!-D%HDccTi=8{SC~>y0+GU=8BU%*Gh>)f>9La z9)F=!Yqc=oXr!ddYSzstV2zmh5DA&r36VIZ{IF`tsg1M+*cKDJcSr1U1}R*Y9!zY^cj9CD{o1hB((blJIj zoeJ&Tio)Rv+b7`yuP`n%Lubb*&se$=+bn61%w12eavsDBx$orvakYxSWQ^=S73{~p z71Vy5Y&^=$HFvqNF@YB6DdjXe$SyJwu+Cj~fqAEcLWUMMBE^+|0?A6u&Z50A6BXoQ za-s@@a8yzYAjjExa}>=l-_d^}c+1?>15XDVx@9iFeB$2OL* z@vKei&HJJt1}a{=zecvKj$-eGf)E6Hw`9-lyCl@c>q6{o>q@0MPM&^(&Z{R^T6_5O zvjoG@xob(F&!OISYN@))423-BDY`^=pAAu}u0WNlSlzsiYORV?N4R+L73;ZJ`{>o3 zdzgLttHR^!SrvL=l;zzUBHs?Bg8k0g6;@dTsD^BMYJhp2ahoJ*9T+x+6z_yOPy2Hk zSvHboz!Y1zufDRV%o) zES-Z&v>+Pmdq~PvBM>HtF!|svT%c@%tBP+6-eZR=+-wj8g?2Dm#ok_n z%D*?0Dzc}d+XUKg8}`g15qt?3I==zClK_HV$V|kG!t-@w>I8QDD#zc?Oi~6B`%)fJ z;hUIc#(v9EP`yuTh;#?%ZdGFi2}kgNy2^+0sD|ATmDnU2)p_gX9U*s9LTtu@E7Bhv zp0*FnWiyO|aSQ^Q+#{@mg;4~;+y0w@Vkr81cWJ| z;~E|;;IX&hL5|KA{@c$Z_fHhW5QD*V0Z%|7@&Q|J*!}Ts3q$5@@uFpldBLHy2pkbz zdodia&o=dxTg%G%WQq~{g-_WEEtRA{jpTR*JqAmkjpSLP&nFalYkiZQ0Z4R?sL$oJ z#6IODZsz+7Rq^!Xc?<&dH>?A1d%byG`p3TaYMasjTgQFZpTF%rNu`dp?VC9I<{#Ki zf&6+2G#Qb-+Ng(nKl@7-100^c;GiK>e)G;B#H$d~GcgWjZ)A8a_8%2Xa=OM{c+XKx=hw?;@}Nr}?l_9iBy z4sKrG#LZ?EYt1$M)o0(};-ZV4?MP6n zh015>!JO#IStx4_t8F`xF?1z0eH|J4@FX3gJDy>8Fv9+HhV6|_c8MT$;`QMWn|rtL z;fFtD>(2AnFVLt}(Wuq99cMc2BUW>^cuXo(q0xBy@+to9zy0rV|NV!!b^m>)Etjfg z%%*b|4jR8a!2A#2qB@-7D4k;M{d?H?=|@;J8>UK>l>3Lp(iv zWo*cz83Q6K>^RdffHjR7AX^L5AoYM+|E&M9O z4}wxlpH-8rEU(17Z`lno7f;xmY>FU6+cr!D&B=|`KCsM46jyzX+)C~b7;OA1hz0C= z=Qe{NwQv>1LfjDsH!k@Q7Q`~TsI1oZ*V(b>%9wa?B{+x&*tHIlx%^0miD7Ph;o}@% zB$04c+gK?N2-v}(Ibzy|w0EzupCOi$#+9RFl1{M|wGINNr(1r_y6prvc%B)ckF+~V z%n&0C908`EmI_k}Ndmgy(M;XF5DIZn=7mUg%Qt4Kr}GsGl* z9Yq-SFHlqnLFY%oTwQdUt%Orn1euygk# z9DnzPaoHh}w$m5f7C`P!o(*9{Iq7*O@Od^F2B=KN7IEWp4Z~iGbwkW6MY&qR+RiO3 z#^ls96tI-8cg9T2t=k{q^6&}YS0%X-N;Ta6;UD4he&xA(omyja?=~m= zy^}-CxCpQi?S|CoWAL)Da0Qn^zk>(&KEkMT$t?_##12}{oyKd{Z;2*`$w#^uC+6<4 zR!aUHvc(+T^CQCuL&#uw+kCJioT2slg;|>l@qsPulC#8QGzQWcmIT{ZK6k)wD!zSm z*^6vu<7~p<2tV=J0`pmxdls*L_5$s*mz=XH9pmGBYxwBSYGLvl@SH>`_wM}^)8P$0-xVXf<4lF&%QVFx&S)Iq!lDEQf{&LJ^waA3Md!aA1$o%FGJnjdFV6; zO-TOiP~bw!wLG9R31NhbZ= zvqCL?TqEhdf>!yB-Bm0MUDH;CGC|VKgfz5cdrn&JPbTQRofFEn&YR;zQLu@;kxiZD zz!2BBqXTy0TGIdkAOJ~3K~$hiXs!1BnKBgs6|?|oE57H_6W@QG1(slLbfg?<*&VsL zYVVP32zD&}bD@LH(a%H2#(@__VefQ%VOb^>xX|h{7zwIMW=5@_lJSGXBgFHW@c_*X z7_gw=o~xWG8d`A`lY-@^U>#Vb@$`2Xwc-p7BAljo1v_K)UpO6!m|8#?vj9ewe4SiN=! z!}d9qKMd`e$2yO;8)gu-x@`YLyF(pZy%z-Grh&qg2I@{`gNZ==89$wT%t(fL{oxOw{Lcg7x)PtP<5WF0;1h_)5N9U)q3W2!bXXbsD)SU$dlJ9$k>0xnP@;Wru zeItzRTuc_6P-fE$0oUz58bv|hz0=k6f^Nksj&_3)iTZygc8%d?DRCg%#!2$1(;y)= zae(ddw^c^XD*aYKONr8a*xmsbJ6R?Z3#?`le@2CzXXtujqs(HgED?Ye!7y63A%fU7 z_*oW+$hjk1!Ak@{lx0>*vB+ATG7u-g2>G6?!m(9QFu9`j#QSmV=8FA0OS9nq*h#3I z3q#nZ6TaB}q*CT{p|&xukP4e2iaZ081Z-))w}Z|AM4Yh2SX3$*3U;_Rh&DrhV9l72 zsysOXjYz;OGCRd=*hM+1a%`g0?8@)OC2~kA8(TM->c%qq$|cDwIs$$-q6&T!?bk2dNf8^W-y350#$5(o zFAg30I z{3)irb3S@1MZz~#+U>mSoV~(>kN-2&*LQLG{A=f#An(FEoO6Mk#QN|{hQ;^X&{bQyszXEV=Lt9jfwV^b9dr? z2~;`{*x2FkD^pBjM&6VGowv7#+8pWoL%b-R3tkw@;+9GKG2VC$nj(=!%B)(7k7(bk za3md0eud`lZ6x(I9DVlhkdXj#K#jj^7Ro4Nfuy;G)!myY#~PDf`>oeOe^O;Yx7p

yBpdLfV$ntZwtwg{%NUTJVZbjeSCkud{tJgt zBHRgm@}sl7XcufXJxBj4yrddgsW#cOoNN=g|HW3)?Lu3u+S`rQCCNo#VHveMci`>;$ z!pxPN>96~~L!G~;7hTDDF9KhCd!S4g=7+Ls)o1a>)HPgm#+P>G1k9Ocuo}J)XGY%9`9*9CPzuY`=;#M93 zV3bx4%5-D;cBF#&wQMm`fb?EZrVAWho@1j@LphExS&+cZ40=A5WXz0pMXbHbq>M}6 z&q{#^NF${|gzh;}%R{W$igj_!5o1bpD`qFg%qkdDUb2|G1&Qo>Cet|@wK7VpyL{~V zbj;#!AV9*+t<;I9C_{H)|KBoE;aH$;iedYVZ-}J?S|Ek`+%@%lsRUILvsqc=^<&a& zVKN`Fh!?$|e1xmb4FkMo8RnA#Ce&9*6HRBbRw_|w1qUCFza0+l_b^z zh_o3dv9art?ePnu{RhCw_)bF575doO3^aDV^iiod-yx zGT-Yb2gfFe){2AJMx}z70@y5diOz%r*Ev_5qq(K2W=x}J2LYE9dfF~~I;$A5GD3Qk z^p|3CxG(_bus=Y(lAszJy5e{dK@G_^^8$_f1nXp#l_~7pxP|LCZ!sgH-#$aD)nY-j zZu^LXiyuskE%WD8v9(uR_2aN?ag4wKTOzfHo;ppzeVrns=n^ zPS&Ul6iSPM)g$76xp>qHQih*^L!_y8yNfVth3+YN>hKfH-IgSvOYpB-O5J#p( zZaVB>KJ9a5+R4QE(8)bd-i|NhF^i;y$-Xf|$kvd)W3o34P<$7Yg*Xf;&DR>NZ<1ME zlt6S7utKP*#H9Qk9!H`|H|kBql`7kyt&|rormr>D5tphMcF&Q{=58M;R~uL-b{RS2 zjQftkO8^a7$*te~Av(w3Aze(&9z>vPeFa;$9-{U7C1(8#2EZd2YJBX9Aw_@$Xsm4^ zuCHToc7XXTHC21wm&!ublga?&ib4|}^VQuOY&U2D8%p-*vq(7a?7Pn$P{^P| zI>zC*|A1O!1^W+v3{66Q^9fE5pR%Z)Jr{}0`Tz55#?}4}5_0{)FWobK@aPYww_dI# zmgj5GJ{4yK0o5R^-;%L~Cc(t-KKpBIUb};9Kl~-4QiYjWak+wn&wtIT_2$`;andnn z;|VUl`vfcNyQoy^+%}=@x?ytwl{v7`SYpDty(svW4+mme#)#ycI#{EWYuoj6)CmhN z(_qqYJ^FkOQqWr#0o#wT@l6zflFGIjbNndrk$g(VbHUinLYM_U(aZI3<&VaIQ_xx| zjNjB$R#9Kw#MZStID7Ghi8;tUA<~%BIyPu=p=E97Chx21bjGpgB2seRxmgUqvuRK0 z3g}+z*Y6;TPsvo+Z#-}62sRr@XzdgxmpbVG@d=p_5FX3;SOQo8 z$nPC0_!GXe@b2r!Tk{aMbM~)pJS0&4bw7 zyoTANk5tE4UE9LW!;g_v>umQlc=atVj-O#d!Huh)zxyjG*D&s!us96sFX1m>p$ASZ|+gG zdcv+2ScKJMTLJU{aBE`|3$!m!Q6V=BrBRDxbcQ|r?(hE|Kltcl zUbRRc2D*&uY7>*+{~dIrg8TpKKgaVIXPAvfKxcs7izBT6_#r1qNu`2+@h|@+e)oU< zpQzXC*jishcVz5C>E03pf}gpVsEsoQI`wuB@n%S*Zo_mC_mOx?aZ8H()Y|_qO!Uqsib%s$FF zi3Qp}sc}})5=(Gmu0%7!($?)7ixJO0u(=vBZqIrOs5yDd{a&>*)8| z$QGHWU5mIN)3-Tk$Xq;RG&5|>VcP@Y;;TqJ?IUff=d{<7{hNxbsITp!R$UkUi;RPQ zo8-EfJxJg!Bhtq~7PQIa_!50YHu*;&l$f{c)OL>Y37PNB$yKC%$;anbV4dZXemj?~ zRjU0Qsxl4+#+tYsY5eF$1;2c_k4j?J)bV79og4QtA9T?h50LPB5~JK`vYLMD=$RWY zuC%5RE?z&y*7f(Xv45BS=gGx_T!6^wWO#Xi$>0*PBxAIH5x}0w-dcPbXoQG?bZ7rA zudC#lPQg!{)G!>Uh#RXIPiE+Jx}LG4hIsMh8{Gcrmt0sQHy29e7t;)z`}c74=r_QG z667-X##_A;dhf--6M(4u;lAg_-jACtWRYO&#nDr=jvh;l6-#Sf(0VHg?Q|$iDrHti zm6^no7&Ei}2$SiIfrb8e-vHlz%Yf6?&4;-ElRv^JE1^G`2d5FVK2194bvn$>A|^A5 zDk^O(|3aZq6TfI_v9avG$ZH$8m>?4X)I6h6uzwriA>)dD=Cqz7Cy(b6S|th(5fDpp ziRYV2UF?<9X|wT|#5ByTP^pZa&#^4aR9U?`Y5~kl%d2g_)>J^rJoxc$D>dAB*w0_v zzK)BNml*VV(ySr59ZZ4d;`jh}KKwbi)b(dZV9^L+M&G;N*_myRTHV}7b>q6xZOZ?! zaDoLYefVJxSq?w?oe=A*)z7z{`uDs?`Tb_e&rF~(=(jPOnhn}e&=hYJIiMpD*)ty+ zdBiISj?Hz4RBHM4aAypX!UE*s|9Dlq05Oy0TN!Z_K75)=<;yMx1^R)_b_069Ln++3 z*krwMPC>=n?%Q@VR_^CsK{lku+gE1K%6*jff4fZFC)BQP5LT{(q&BjF9fJ_QTB6); z=BagXNVRe!8{Pm%WwXGP3#h`IrP+T3suV#$86xFcS|-B2OrKcz zTVOR53eQFkh%gVB&ce^JRb@X1ivilwm%rH@#E%y#W|_vu+BR<7x`*z?8H=yb(iBr` z25l5%Z<8)Cr42nZl>suP+oT0WEA$nZ0Wg6@eHB;MtJ1UUhfQDkd*{YosKpc)ub<<^ zqfdE5D_2+92Y2(%M`#~B!F1d+*GpqcVBXd>RO?NgKK~pqKL0fbdP%j0t?PG?Y~RG` zmL%(*@J-j=uiA(6r3+yt28C#{Mm|UwwzO$Dc4LLcvz4v5wuF z4>)*log5gUA)TRAsbXzspBK?rU;RC%qaiQUmF5=KcdnzlbqlQ*UpjFk=8;qyXp~~a zD?6BUF7Vy2{};>`3q(m7TQ}cBbMFr32ah-jde=?FzT#2^qkc=gdzGNyxyfVxqWP%b zmLla}93oRyHHvY0`U<6Tm3zCX8dF)lhVH>Pfb_=~=b1(EX{5=LseAks!_K*BkCMbX^!VTbqb2+XJ+t*-Jw1HfvcAQ^P7Ll?~-{y-~wxGRJ6^Vou7yD#rTiDte;c zPE|Kf>NER@_yi4-@aK~KAkc+Wkuzl}#-_K{B()^42vZH$5eBmqNksQ4;Uv8t$5`7~ zWnnSW6F9p(#au6NeeXIpwl;8f`WpSqQ(SgBXtz5|d!;-np?xCLSZ~zv>F@sm|J8r} z-q0S$GL0cek}zb9Vs37FkiuJ%xemG2@*o1ceN(KPFG>_FsDJ4lBB zQMkth00Rwa98lnw0t9dPcd>x-ruV(+d-kB(dVM?np4cKC{ynm1nqV|_n$($8wIi-* zMShyNWF`m+RP1vJIdYUFh)QcnnQ=9TUUaxGIFp3h#&_P$0j#YMCMA*5yp9q$MnKeT zI^n;gN*z&DX1x*GCrJZ^o^$fmCZ-mN_-O*N7GslSaBE4KY1j*Dg(6oEnwO;#CzKRR zPRB#kSJ$w*x{cv*i1}>9EEc*Ts?O6N8ow-^vLGi{Jky!4{3{3$5c8VNG3sJ!0NJR- zzenv3bU#T4qf)N$c+BQwlxtOK>r)PBu^LWpl{Z}%B5_t0o=Akzwu+X|0goub=5WOm?uHijh|kz2~fdW!3#Cnz;G zaOdVN+}z*CcsRlHvt!KBKvfMSY4y(!C2gr|iG$-xx_l#i?qI)Vljp=V#c?t!&r^}kYmlwD^JHo8r4(11(xG8;ar&+=;?yaL) zD{~A+IzKe$H}~(F`NGZ#Cm554fmG;~wDFP9FtGz8RYG%p8;z}N%r>BV-#UK5Y{^LC zD=pe$#ONfZCIQYX>)Y7ay}_SFg_uF>gwuqC*d&c6Humm9C9Ft=`EbB!%0<~x`;7Nyv*%w` z_E^5++Lsi{=w9*~V&cBcik4c?Vlm;?97H82)mrfB_?}}$Jo@#ub!=b1i{9A_2EdYc zI#UD*Tfs8Np8vAadroZc4X^L3_%B7g9sN|f{CQcBY-vnvaWqbiu#5d!W+#?>q&!_p z5Gjk1+Vm=1a?A<5W!P0=Y}}W=Zw}Tu(6J=)?{i}uECMbK*8zH73{9LMUT|?f)0e-B zBNnh6!t1pR0heb7f-nVJAA3Bntq=rdDmZ3%&GrW3s)y#)DN&eTg=@%zPb#=qh3ToT zlsT?|TK03?{0k^O`LigFW0gU+U(`XDQTfGWVv=wTRGD0|$omFW~f21g`hnFt*ih_j8mtS!owYgV{1FZS+GhBc0G1j(j;PQCPG;2y|sd8Ma zuc3AN64OCfxET@VgvcL1#rFN5p}Dz--suq*$|Nt9Mja)r;^=q(J5p--(Fj-;5z4hD zhP^h195BdvQCma5gOl$*L#f_08-c;3G%yIGZ5%wN_%n8u^AAugbyUM+en#E+4L)z0Tb5w~n zlo3^o-}rgq%LMa^0iWLKq5L~SwNk?N-Jf8#x`A=~^s2;-=mHREK;uP9wFFKuyN4@l zF`utHN^V=Rx+cr1%_uy|7EE-jP!JdorV|{WUGR8M<|bJq>M4nM5krDREU9OoZV5U z19+9jDDw8Vt`4INjhS>243*g=@kI5vz2TJLm&;{--WRE?sQ5krlSNor-9uciW7s+6&Xd{# zxQ|}mo7uF8j%SBR;(AI_-^gl~8A-nH)6p~j9<@IHyWbw+H%~87ib}j+upq4@lC&n> zySIUUb%DdfKj7w#OZ>?%N(@-1s)_Ze35_#hRA??hj8VnolM9@@?jer6prdJVx(Y;Q z7T_xEu1XSiYt`u1Jrz0kuJvk+`+KV_4r|Bns58Z{A6@dgnPuL!0w4#3?_7IRWGyTO z#DT;Z5BF;LV1E_O8nFNV&-hsy_u34Y(G*KcWq!`0avhV_vC)n)TNPhhR3@i{eN-B& z41Cf2N2!eZ);_A!9@=Ne5?7i$bL0ALOuCn-G&c<^CMk0q;@0svW~RtOl@OK622>+D zesu*~`!)1ir|7rNfXv4cdi?w{`8I(IN%F)8+*`HPp6&n0T%Pc5Kp z7mkp+6rP7gHQ!MA7qJve54T9O3OBx7UN1CQm!t%Xk4tv#{-$#0>CQ3dd#gOv-!5`m z)Hj{NknPzHwlZ4*mIJt+6s?!$i4LSt;XSeGXFkBmSG>*FUZuToJ-ORsH-Dc5htY!$ z-e!@=C3$#&R(X39KdE$hHL?&X=~WVI$s89``CcGTqVU8*fzX12d=6A~$hf;7_F8{*!I)s2b95BAP}>~EX^WfxDnm7>FA&_eu$Rir_}bI828{y=^}x2?t%g`VxEhKPE0a3)0co=e+PP;esKi(o-QvrfQx?oCJN5F<0HOQ+v*%b@ z-(%!^*-J^#w|4Coi_f(z4Kbt!x;p_!^K(y(eRfpP-{&4m8~jTJCktn{c6-BMG=<9g z*xuNHqQ3WN&cRT*QpV}!C3@Yy5a$$E-LuH_s`FR{mHkM>|2X-EX%{0(F!kU6#UKCo zJn-5803ZNKL_t(BuB~mL)9qorn4pXV#}qJU3#3|-zRXs5fDyI33>PRR8MaGxEOdn7 zWQMJJ6RT^h9K?)AV{|SrvAVvFY8+uKIuk+(gH{Pv8!MSU7)gB=fERI9e3Y*h}X}a@Hnm1Y8bK|q^$zW8mw&_niBEd zpvM@H3ak>%6VX@Ue)-6O?ba9F+(Mx$E2ERbEF-Z3vl|`vCx;?&u%fhqh#Ze`Ci6r~ zl`B6J1Cp5+U$u`^RYOB6W6ri*ZnR z`a#@NIA3>;ORD~FWFiJ_fLf}1rVpI%TgiYVBBZC?E|f7C3MV#epFcA?7K9075XaI} z!L|oD=cJhX<{N0NY(b?1j5{P8H$|Gd(wAe;khr7)oRn+3ao*cH6I(OQz!A+aYJZ}Z zFaq(2?MXf4h!ez<5#n+UrAi&sr0?kW^hq)KnNua+_Vz|5K~+haE8V2|LRI5o)_Jr?ls=kNBL$+a?UCcuPMHyh~+N>#Ll6Plp4PD|M6`Yn(hpjtM3E zn(WV4?yHMagBXaDw#17NvmQlBbX2tIQ8y0^E7lvJr()JlP5$;K!KbxxZ)XeR@rV`Z zCu8~SQiSSC-6SmW7}FsoxqcpSi-aVe3PJk{pLWK8((Xn>W=txgnL!+4=VAt@U*KoH zmZ-<-ky)#8?ORmsXCO!lf*8rcMJ|W2&s-M7fp9Gs^@$LH3PZt_VDdA_t zB*zRLvB;;n+Q_%O$Y*wE5q|e-f|t*_l8~Dg>z+k|~D}hnuc~ zPsnW&MLl5-$&Qd0lL@Xx*=us26S;&8K#&lJ`Bg}P4|lWh{@M(}C&Ctua~pXkBoHgc zCIPGk3A9|7)l$$_!Bv~k+%8*o!ekmjzrOt)y9#&_I19dHW?oH>enUImKOZDT0>)Fo3Cf(`b}2W z9bKH_^3^lUx^0xSsr;|Vg4P+1x$_k0+iUXsWfM2%O&*nW{WE^_9TWGulP(9{gCq&&gqa7kQ9pNuF7#0Lnf<3F{*=5m zx0@JsE10Q~(D}0N=a>{zOwwJcpXf*CzdXn zDl=glL-=Vbpr=|vB2L1xV4enBoq~5nG4_KZ7A92?Z~!QDIjy*to+=irD-Cw7AiySx z6Sk+LARrd;!BnanX__qouHme{D8Zms5+zkRvc3HCpL~dFTtTbX#o_B?JUKbRuRr?? zeX1g*bIdguAXCD^qTczlE^uQv!~S*y&DA=}NzC?lo7=k_AhplVadLEsauPvTs%ZCm zOf{uFfc(n$*H=-B6#nur|5C(mjf0NSMwI@^l^WL88fc#!qjT^Yv!i3;h2Z9oe~9|l z8lqa2=OiUE*KXax>CpkUHa0MPea1@H#MG$QRt(LU^a&O-jLEK1X~d-xD&-n8Cg^{V zaij`9fg`a9#?I8l0bmpyGNqcRiz2?pl`5ih6T=9`MvZ!CO#)ZvXO6v+ClfbE5kQy- z)=IyJ1d}D0Na6N}3O!pFo_!&tb~#X`s2bgDQ*s8jy%uruw}e2AxZzFfZ|%9qvf(h!VXo zy62lKW$ZOeyyn@2-Hww1P#|+9a*wRCOdj{Vi*7~ew4lAy)>mJCjl-ieOlB#AEbOAh z`X(eCt1&0tka@~qze(Ri$r_u`8p~}^iq}SB;-r~r4JLNTT*ofTwow)pEvOBPSW~r1 z74=4g&FP|8u?;50dGxuRZVSC$ms?FXH;v^j?N^PucIy@~YdWV#7!P_bXQKH@EXjUy zgsuGtCXpX@p(1K2Tf^412RJ?W7PDb5ST8b6`xj`P*Rl8Tr+D$ne~_HTw6oDUw+^2% zP~b;I8VIsEl5&L^Wl1_k7FT#)Q5#nG@|^V{7FH~h3Ru+@tlfBs=fC?uxW$Iz6H{cG zVbp0MDL==~y^rwf^ZzJwQ({#W;qvG?rri^{|1pC>6Z(8&rX`hkO8V`5unZN8n;S80 z6H6*>XL}GI%06X<6151CzS~P7B}a^z?41-l+axr|)@4v5luA|9>kY(7*`UF3?2sk9 zFq%ncgjB48t*<6}@fGJEFBWa7RrbBy9=Ih^Ad@T&D%ze_uVf|9WV6zNeO%aoXxHK_v#^YrsFuEC6Lk0B>wx(X z?7;SGCCOu&W^TdYAPEK~^4+-R0k<1yWKn&1`yxZrwTovK{GJCTGAl}>#Ue<65!bux z5_l1qDU70{OJ14g`3KfIN*DmkhK1qA?(KMN#Y$`6^AAzHbsM-A(Ga^iyH(F@C{Fjl zZTKE^v77$Yl|qPew)^7<}jty5gQdWLlH|M2#v!IouN zdDyqlx%2SmAzzMFnKgC|JwlHl0S$CR5D;J>j2yB1W1HH3=)XJO*hrm)m7D9V`gRLocZQ==i!{Q9c%5i_TJ~dS1nM4bt^Kn-h20* zd(Ix#Uh7-m`c{wYAxQ+VO+DZfSvT7E)vFGtCFfArp}O-*XX5M~E3c-WYD|F#)o%^< z?w^`@%}lw{p49u*Y~+i1G^gQJ2xV$?ypJ?F#N;T&$%9**{poC6z{M9n%XI%q@7Nn^ z!!%c&*Ju{Chc9P7{@uN(*0i&-gZ|zF%qA}Ix17C6CBPT)sUiaOy2A#*?AiYOy;0-6w14zps7%eZT}gF0~T8c)k z#(=@xI+`y{W4g?)OJrb2yz0F`=@V z$rJ~(8D78j5cOsq&#kR-c8(mY`FO|zlcXsz7!J{>rmO_L1z>k?pEE6Mt4nCLx~Ny0 z_-o($eeR6R3vbUW0xr@V9z5K|gEw#Dd~eI2d#5@#zX(;+`QqE+Mh z9VLMA^eT(jt#j5FsEVhSc&x3XOqqhSdhT3NOK(fTrUz5yD+;=3{ioHG*BsMdr9*&O z5a&9RwHUi3(Y<}pJ;%VsUqv9$gMok~CIT!g5w~a`CBl!DM2^|eiYE# zob@``rs)}J-MUM;rE|*t)M?KIvFMOA@`)K6Lt!C7qU}bFmkyJ}2WK1SKJ%-<1Br6p zz4w5Bz0kadwLaTTwEW?q=X`&t3!Dq1z%M61cUCpCjFyJR;@Q9mO?>(06w^n*PfV)# z+TmTiBFg$z4yqixYL+`DL?Y){qqB@BpL-ThT=^)vOY5-n9JZ2j0NqOtarf{o+<4<_ z7#=-zzJHSPbu6>Qt6Xx#>?AwKC$BAG?WtvEHU_|I5oES}<}f=XtvJzR&v;PZ)dnrD z(hjyb*xSRf*K_kuASy8;#gAZ3Ap%zuC+ht{`#a&5s4WJ5o$#cKeF%sib4I*i23V)l zIkop$H=s3srb7nH;SpfL>ee(&gC>7q* zGkScohxE!bs5Uzs9Mf8_t*m0_+3&z~Iz+K~q5NQl;WMz^-4bBPmGqE}?Csq}KAo46 zLhe@*ZXr9Hj&bpsk70UvpS#S=`p43-BzLR=@$blIqcVj4{zEP$vYyfCx>ix5XncH( z_D06qJFMa2f*S5HH9pzrPtT3AROEiXO*!J3b0{&D^KCWVmHVGb+9IUKtP^Ec){pU= z#w050`K!Gu9yN^A(8+LCX;GyKvV4r$eB==a-3W!%zXZ9~L)R*`IlPiY9pfn6@ozAm zN*x?GrLBmDW2CH1!;?vC5^g6FA%D*JhZZV^18}X?(0g%pE8JE~vg#E+EP%|2fRk5C zbz(0o%bVyfZ@9WW5hDr=0jcA&F6#zXV|A*(?jGH}aA1|Y>vHd3q5kURY7bmT)pXBP zNOn4rI<25~93k#f%5avDkRJRYn;4dgfeP1YrY+Qq+dQZrd%Iy(G1nrSXU^#%2bwZM z3hGEQqtHxxnsB|7&r=ryO27dc4D=LwuaNPTd-0&P34y;=DJi#3a^wQ^xc>8ekL)>jXIJ_gKMd@^ktT3$cKFfxGLlXC9d5e37=SE0$jd^WMvZ*%G%_vwtNM^ zc4EMgnzWX2A}Bewwy0if=CeS7Xi+YEs89xw4r{p&3L@;VkJ`q0Jb^UQhP}!cJ>MA-CqbXv}g-?v93x3{yL&{Reljymb+Kx8Dg) z6gdNS&MgD^FqHb`e-|$nY@xo!Brp{@-}*P*57m$&oBCFE35qk14KCfLY((m6Tb)SW z!nlbtGOfQUqxbrm(R*k_YfW@FFR=DOE>yMB%ShW9rqrgPPb@hziQ?XdMc?E}1C&Nt z7@{63?U7m(()EejTd4G$ie*{ehu5JTR3-d3!nJ-hq*mi zvpNTh?k8>sAMWkrrLVk-Kly`yiQ9ud9^b5^B@WMEIKm{$u)DvHrB;I-IRc|LH`Xzp z%~79C(QP(x?(t`_xpM&$(?~F5_&jr&R)gl+8ZN*19H!$5mbN!gP`z-Pcp%uB`xNb! zHB{Oiv^rfM#8m7Yb<8+8qc>(r&a_S5=Z3N!bC)@lT5qqPy^CrUIdPq2SxXaKW9*BOG&ea~(* zsqebslh<->*9}Ag27R``0_8PZ1mA}5CQV#FW9v}}@niycbCy!Tjne{B~B_@zr090m$k&5Tu6I>{iy+L(QyEDQgNjT z1P;+Y;f!VjRiZObdazVS?ER7u;44_8*+C#oH$(55s8fv>zDB_%W)MA_*iSIt4+(oo zlStGmb~5Q>G8&4;0Ay~mvjHg;EAtCE{>SZ;Fa5@E;pH1cyts7*N5d%&hjR>Qe@M(c$112}m!=hBTU7oNsrPkkKKdI$5F>#mU4Dg!{BR&{`@CUnG)En=`B z8VL492{hzHOM*Iy-Bl9QYgJCJ%nOT?!2t8|Kz!lT`t zL=E%Fh;28L97)y!NjdJ`yN<(qH%|Ks#)KFX1u#@i%M4y zA90Lfedhn)F6ajb{yy6o0`8QBjihyt)UGInB@u*4184Y5muBhJK$LGPv_gt;aY)c> zq~*;*j!bEkMf82&EzXpTT==nxj21!$9S$|2O~ZgeAx;XUW{eJA&C(k!U$C4Vq97jH zVoIo7KEq)3K!VH5vy(V?n<$Z1GDOQMQYaU}vXDa(f>^nZiAn(+%BVqpUakX)jjIN- zk`3nC5Nm}BmxO~;->af^NhuEu}dm0!{ivc zvSz%%ofWo(Q_JNnj|YvC()_^#*@YLzGt!?~*Q@&+VMR#&EREBgTAGn$O|9zKAzVwC z@E@xs7NzAGfE2gcgmEFQseEuvvy}vJDmXAM$P5mt+asxtt2!Eyn`k0|NYD23j#x0H zp~M4Rdu+7T5z~zlp`YpDT==CyXy{69f+QJ~4)kWTiJk3j*LDbzRwD=gK?_pFQyhcD ztvzaAM4vs6+9he7>TFiHQUJ=TDu80;z%+tqip`*Xw%R^MYId38L>WF-O`VN=07-#6 zp|0E4p2zTHAL)FEOva8-?b>vRMso!dI>clg>F7w(2HKr2JK3|*5%;#&ER<%ZVuPuz zo@(877C*sc&WA}VqDf?z4j$ge+Qlb${m>ZD{+;*t(cHSoHGZx&VTd%SCvInThlK~r z3vKamP)7}6%bqT}X9*XH)J~4OMmRbwvpL`KLYD<{SLx}}FE7zc= z3?5i19HhS1OB*|AEp6c8jaL`SP~cUvn^fO_yekLcf`dYuIaJfvXye{HuX6Tx@%fUp zj`J6v#Ph8h2V)E>O4i*Zx~?s@*XFKQdvwIEubsz}Pd@J0HwaYUM1Z)g(Dqmb$YfFP z;o)c`B~%WOPI9LRo=X<6MFK%2!bC0X7`S!omG@cVoX<>vMH-Qd=PzLQ(IdS6&RZDt z2YC9q@4$s8o=4^K^LXlo7jgOW1-9R5#W20D$SRmyty8XGWqAib@Pp^^17G|iJJOHt z+`|5y_b@p+KtkE=qgz;7Sz|zLK0m?oQWuSS9T#`b;h^_E_K!~RV}JVxk<^=>*_0Pi z=NY&&fwUtkE6Yfim)NXVY{=!h{`Ky6Nk8MckA57#`!D|x-R=r2jraOvjK{kIq=VN_ zwbDkd(t^z@I63SArpmpzxqdk%W>A8BnzNEK2ST+DT4__Vl@)I3H_NDdM~CeWi5zA# zI$tK(9X{ka(M;d*!7+v>172g($(-q$nyJ-nrWCPorv?@R)E}yC5M^d>36%P5(-2Tg zRy$F8y9U{;?T|Pi)H+HmSGCz(N{K>_RY7V7*b`|*XI%N5BQK`HY)l-mftXbQUK5Z` z2x*d@3Z%kweL#?J;`{M=$jIF?{+}YE#zRZu*!cxJ$}T|6ODs<9O7s?v)0U(4Dh z!bXVvLL&*Q*77=w29Ay%Vm2BCKS`2KxiIW1(mj9y`IPE`*Ep#&rC@SCX1X)X12ntq zPI(T1aAOK&ba52|3mF zh*z;;0CtX*yudTVsq^*A2ar=6oSsLUiP$DQbRTjjheO4tumV_%2`)h##qa9vUoJwBtKPV(@0*{$>Yf#}1 zN`YmZ`n`XO(HnNvDR3no@ru%NjL^D_1lmsVG4#Q<-moNrb_{WjqlI83qweELf6yed zpll?BA&4;pvNkBuE7HoDa-sRh?R&J&i~c8HsL3<%*>MQU91vrvsWM@J9U6@gs7t#m zrS)-r6_*TZ+Cf2C4icG$(9nf@ zu}*+Ds%k_fQ|6m1`ExJvB^O03Kqwh>H$4$cBOXg%lqU;J$~hEGHxkHYM#Yu_<0C$V zG-wVYC}BMmTuxD@J1XGA#)zHda`s;pLOJj^;>8z%dS8*?o`gz}xLReO6Udzb;s7*p zW8+vLLG9L4wS3m!ISGy(n)t7M#9qWq7l$q~3ajF6i0RaFA38=w2<#1_af1n34D#%i zSc*XoQa2rH{0cueiS$K1Wpt#L5NXKv=$%L+zO%0zf>!FQUh(YAF zs!wcqofy&TC1R zK05g(HZDJf!w0u8A0G3%syDi5uAj&9#x`z!^DhMHP9gwM#}^Y+?1{HB5GI zV=x?WCWrQH+FHfN_61f|&5F54Vac(`W;3jwe+q+x2P_6i_OjJoVzE0ymLGlNP1l=N zvtu^URO4~<##2j35ZS`mej9`@&hX572M^FC>h<~#=Hm&b!+n0id>9FLGO({X1`CGB|N_UnH0gk8$qt7clDWVm=vTHX6D^xYj_o-9g&jK&RWq z{>|4U*hr%w!?MaZwOM-f{#!6w))YDG5a)ZjyNsQri;VjfJ6EDot9pl@1OEnzE8h2+ zI@()H%gcBwz2NMMAouL_dxK%6_xBtphYxVCcfc9^*=&kRs+tUj9r%iXA9ZRqM_`WF zxniFAAipAx31uCt9Ap%Dxci9rA34-neHmZ;>Hi4d_XA%rS2U27;fptjm*;rz9y@c7fuvNQPpd)G1k#@CT7Z?lF*HaNz~$q}f- zSFOH;#?mIvU3n7MKKgOD*7-hiM}kR0Pj3bHp|(Pm=RMm_9dOG**XH>vc;?xUVKAz| zrbLBxrEJ6iEQ~vc3T;zq-T%+1G$_;7vk9ui;E;aK#;7fY2&lRFpm3LJ65VvU-~bv0AC|p9Zz-BE};9;qTS? z$fR{mz%B*o)YYYL6HEuYD6$d8gF{~D6#Ro3E$&{3iRDE?Wt>z?gcG8)$0~{I8o+0B zmDSHV$wWzvY|6^w_4Wz}F4P{-IYEwrV12+A{C+1MnfN@B)#RM_yQ8y&vc`pD89{TI zHe4`H#E`&ZHW^?#?1#^kG63$VU@Oe#G2TZk`z#6T@T5`>r`>0qcRMZSxHZ_vd-Dvt z;;fKer}9Du%Ak4#?n77C&tY|SlM_i)rd3SF=s&!Rle_P58A5A$4V|sas5h6fwz`3b zjU~)R$Lw#?9Fq~Ic!caa(e7t?;hB4~i=3FL?0BkwUtU?|y)&5%xjf7z4iju`Z1A7h zr$Q`@F5{lUwV$gb32LaK$(d#2N>H*H-&cncC?xJm?T9_^LibN1``7Ia1}W9(Wz2!@9$S-w*dWP9Gjqa-JVj;}2MB2dn#9$PwxVzMZ#$PV@ zcdnZPUcyuXRdvw2T)*Gdxz|7HlLosO4CnNJ6<3m-JRw#M!iFShgJa$ zd3UAcS;iSp{~+-zMsxp-&nK6R#b(Y%A@D)N6(N~WB+=I=h1)p&8PUWT7hLKY%OtzS zTdbtLGvz;89I`JaoYV`HV#Pc05M#^e+!JL^VzD8E>gUDJiy|KFp!O z!Wm$c53m!Z61oa&1!J7^Ugg?b1#MgnT!290^%64pkwLHpI;}OVwc277l&+PqbJ{z8 zh!GhfFN$ZpO1}f5q_n^XNG?Dj=QGv&R>U+~XIQ*L87uX?JoV6ocLqSqM!#>oj-QDL z9*LqkK0{;!olM71oka>Vn+1xEJZ5@vP1OG0J(m?M0S#KysoT_wzJwsesp=dAgdf7> zY1Er83kFp|c6Ue23)kXA<~U8U-b(QNYL2zW7>ScE#o*vR(*SBfmA@U=&Rs>;U4b=K zuI(j5cXa=K6qBI`o}A-3$KKr=Sl-yd%DF4ZXXn`2AOSFz611NioVS4u%7q+`=5y^&VVBu~-bdmjgHy-P>a0#`w5%xg7np?H7)CTv!hdoD^~ zOh(z?xz_Q5gMh>&URV&m=d|^<(s~O?*P1(rLB`U0hMMlL%+cdG8)-3}%`m0baz&1M znlk7>B1UQIuF2&=l?vA#XQJv)PC5qwT4S7R8Ick8R|V%UU&Rmo$WP-tzVlN~+^$Lv zh^sB6eNe3#cG42j3vlcwH(HLdL{3kY*D${-6rxN;G% zzWx@AJ2{q|l(;1jnsJzFat0fD)n%bHaHX-HOnH_nOwX4yQWVbpdEm=@l<8Fjz?|su zxof{jfsu(se?xZ#4ey=03fb}H7WHmElr`q|%G&B0F4nq2$uIi~R|ZEnBL|H196y zPo&cNui$7O%e8ZSo^w5YrHa*Vm-VBp2v$er6t%-Th>y_dOFo=9qmR9 z?P}upna-sTRXx5}NKhEg3ePqapNh^xQZ6ree-W@xpvy9AUXgwA0952#r))2~==F}H z7H?qv4bmEMWg(U+|0X)8jBkPJ7y_+M<5Y-5WnKL&$7^QFjKVR2Bl7vJW|sy0e2ByP zEg9BUR*+}JoN#&zli?8#ZoiL7|A+%?>Oe#cxAtm=Zo7%~wM`s}cw|M&Fj)kd1ntt4 z=X5csqqVfMvcUimF`Z714=|bxnN>8LOqpdu%nTBDTw7Vg`STY-r;&)s1MyWee%1;H zxCCfs9E?=C#AAk(+Xm8jt}e|mO?sFWAswUEf<^sA_bj)rRj}%1CBkB+`Jpm9M0a3? zVMpC8==UqcpeRCFZMl>vVfGZ|*)4UaV7uKyvr%`ce-b&a)|l}}HS>kAm|+DV*}RDU z!5yxRcP%(cf1ro`yYFCS<06h8-UNqGBKlc16?D%%#^nLS>3!K6WqW*Dmf6Bkf~ZUF zgsJ6Z&4E}_({CkF!@#`Q8!AhjjCyFVx=uunCFs_2+H7Iz{8bG0?s5A+_vwjee%RBe zgWP{$eEn4@|N1)FyN8`8KFs&jC*RyAJ~vI`x#Z^#kM>wAA^v-u#*q^pis@6l8PYk8(g>3Zmoe*h0YN4NrMOPEpgm=W6`>&kFv}#!AZH zIbFkM{JqCN)3OA;AMa?ypBEqK5h@oYw>1&tTB``1kQ@;b7s{lbNk_#U@P@Pp(W7nD;>$@hzH*EZ8nIqw2slDDsX&=#J?Mf zTYV?8docgRDyikE8p$f6U2`P^f-9|DUL@z3e(7PF>b%@gUy|ms| z6>D&9OpF}f^oI_%{exYc93M&9NmL&%K{%I}I9*XUPLkoL%t3`)nxrf;Ljqkz5$Zle zt-a2_I)WPbJ7mx%VPeA35RYH$rA{oO|x?d@TC`wF{A)COjFOzqH=S)+3yO6^64Z0~MzGu85+zAJL>|_^8eGfr_O$IP;eFM#Q3)h}|fye#c`|n|I_mRWS6Wt0@ z-)#z1?_Woya+^V+B2OL7m*|&t_}d)?}M zf+>q$1DLhNbm2oWFWa^sSXPOIX2a!c)V`Q(>YclH`1=>mZ{xTB*>9rXAK?4H@Pl~bsVC80{xU|rq07)|;2_tB zi0Jw(wPcdW5hj~JYj~Pwg0c%6sVKyaGM*wFJP);xDlq2g)>Y|29jZRG7D)l=h@Q%2 zdNu&09!i$Ei^{b8=UP4S${H%lhYnd%U3^wr6zT_rpXzz%7$=h9r)yPGZ=;jax#$nx z5TFZJkTDZ z5-G~0*Q)*=we*aD8mC>5Alzo?6r~=djYM-HLVucQ(6yz%LqPFNz+30jX?r}2T0P~! zoDwwES_RE!gPA=1{I!-JAzlyCL*B8EXs!rttodo@Tdmh*ZY6B?=X%1yh98JZ6RrAr z_E`@0?z4(NiT}|(FRyH%-Cjncv(ABNfxsS7J%~Wfck|b(5}T?P&j;kW2&YY7FF8SRb7{&UF263DW) zy5-7bt=cAYnw4fzk}@zqXzsNrI>z z+35AP4Lojl_#B{mc=Blmqdo^)5OxyH4R;%=I^};BS1uO(Vg8e%(_P2fW}Sswc`6F) znVqb+lvYr)z-Ft9Ht9v!DBzS*E^Y%TrJ0$QxJptcl{p~Weqn`deJ1zmCVqKo6;~f$ zcVMuT$TGOC_o?=ro{6&b^dEH~sHE6w<#=KvL${GS{~*iJXmzmj^ha=T`#QJAtF<~< zUfX67(-ThU%!BVX&oMZBgthG}*dQAI(Id>p18!@%MnV5{$O#y=V^%bJoK8)0I&5T8 zLdF5}%JwA;AKhgD&ZG@2t!|>degVUiT};L&VpDRy$KAW{Vr}a@8to;%9|Ck%*3O~Y zU1ApJ0ktONj#!~QG(aaYi5=}g~dmSt1E~C4#gZ+E& z!A^&$EpKCKeVf~B_YWVj@1Pceo~F67hMlKA&RwSt?z}53Xak##F+4iN#^onC*>JLV z8yU4QZM3np{TPz!A4rXVY%Da;^Jun-?0s2R(HliIGN%IblIhSwl*R8ZmXAiGQw~bb zc*EJ>GgvTy3!;N28hKm3lp2@tr@(YPLX`wyay<dH^8v9fuMwl$G2EN_N(=K^ zc1Yrkr6Sbvn8+9R7H#!_ZG5SyAO%8oF#Vns-x!!h^P`&3uIxQH>^!eReZwBKT*S-4%mUv1l zU4dG~j7KLvk%<5imykFbI`2rKlly(;MVM5}BzII`RjB6o%lD0BP2iAr8kO06 z5=5I4ckr+d0b_+zeEDmyvQQN5u)GMupw3ZIW=0W|;6)e2F>ng*rOhD=iwV7fDg}ljV@ zK1;27BMlTc9`yBE-i@-J6~KcEns4*OSUMOO+;^O)Ej(#%CvRc zEgbg-93aoK%qgx{63m3wPtQugEd`?58KFuP-Xg`%{EfefzxLgq!|3=9-oN(-8w#S^ zwYps_cURC}UPY_k;&OmFWk#%FTg2UDid?ow{>AV791fMU5%d(AKZ$G=Ub}}fy%RJV9bCL{)n&n`d?Kx~ zLN&dmH|XK`aF@rMf+P-NM7Kt5Fs~tTVy)kSF1zFc<|4935O7;}v@5-!%;EZa4y*;h zlJ;!Be}w&`zV{E5r0Qvxy0ZK+9-;qA)Am7nR40u9!uwj#NPJ04c1nHhBeXUKS|R(# z0|wE77xWmyIh_byH(2U$`uZb7&mq-Lmcu0XqQmkO;TK9b8S1tn@;@ohFKut9dhP11 zX>Q1Y=6YZXak50TlS20xy{w8SyC+Jb^CSQ>Rt|ZqK?_rf1Bm12!%ve4B^o1Q(hi8C zvzqsbCnc+0FM_WlY)`9&tTu*vY;+!4A7BOHwuJY_#`*?|VuqvrUG5My9Sv|I_K#bD zCUy9Ve-mo2J=@T)GwIdiOFCjtDi@|s$Uqtikk|%C%t4=U)A>WRM5xtZN-aKDF&Z3m z_TP#iT$a!M+hUPJ2s7#EXrH_4K<17>|J7B}ajE)}M;nQB>)O}M4wny`*}{62>l2_} zIBf|9kLeoqdL3;7a*73EZJS{>KJhKQd5lsAP(UD3C(4|2iNtVljM>x)^iuFl-9^^d zH?Y3G$#$$>8H>oT_1A0EYv{CFjQ;a0VDrjx>ch1>UApV3vIx63DUQFH^@j>Tu4S+OKg#NcF9^}h9udKxPq2jHecLX zm9^}lO3yC#>{-25QShE7An$YAM_6l42a)G{SZ271xLL;cJJK5!K2$q z=XFu;cYc3mkfKgHH+}LKswK-nW3_v;kJ-4uXw-~sj5;OoU%_`NiEN$txJhq{*5Cx4 z)h+B?{4BHN27@8)+~3DwzlX_?#=KL44BEDa!^RjVy9s*7Z6Ow0ZYh1UcOR{dZLF>? zWBI~o&~4N)n`O9tNPAqx{bW@cb%2$srU$352MnWbeEqTy`{f`r(uXyADNA?3sD`L9 zszZqx2XP?vfv*sd=py!QwibHeI$40kE8s6+9&(>H0wSD&p==UmROk>Xmrd&%V};;w zzaBx>7Jy=~bpz`XQ7ui^epy7S;It2X{f;d=2`bE^$7c)(#Lu9t1APxPFp5E#80d*+ zGgeoJv{PiGoD?M*PRVDmMtUO$gXgsw7DrC?41C>hFi>m+lX#t5?~KJpGYHA}sM)GQn&%_+9-~iI3X}o6=6Mb z)I1Y}f;v(^bvg^Fw=qK5qvu*IFDbEPWPcb}zs_}AqH7=4Jc-n}Og92N=4)+@2LJjW zx9F;|Vc}Lr+y;kg;E47{j^5lcE5zQg@liNtYH7P7a*W!o z4ot1$fU!Ksa5R(-AFBHyOaf?`NOV$50AH&%u(@H`0W^$Sx*(cr$BEf<+&e;la2$kU zr3KN5T0~$e_K$fSj*m~=b&BAW`+aF$>nhs&^=buOYE7Gfh2xwP3U*?vL^B;vF)J*p z(r%7}8)^qMouZbeC}tVIzg=r^iNFcb?UM?=>wCT%pZfTV`1ODE_mTGxkdXch31H?K z3+|BuG=T~iE?>c?zUK>Azw#8undR&hfegiD=7f|KbQD!`5;h~MWtE*t3$Nvs=aTQI z0N()^a{|>e=lItuso$qek7ohZ8aop6X&=A(E5C|YUwIW*uRViKw~gyJ?(<&#`G5GU z`1mJ2jN_w>DX2GYT*uQ-KZ#m%8Ar#vffh=AnkQrQ`fiRWt4TGCX-aTeNCQht8&1>5=3GNdKdUfURCDce#W%^Ni;V~K zy}m@jW4Vbg%$0SoxkImq5AWff+kNj}Bt~tX3e=T(^d5K+k*mE~^>P+4Iu z3}gG;6@@;QTb*S=V5?qhVqT_F8H|EuPgIQICY;bn~DGcw&W_uN* z;SmSZBw}`WQ1Cf1tF@8MhAyz=5-?%})n(mK&3=`^a>MMPnPW>NHPJ@Mqq0QDeDH^- zFCnykZk=$baNT^#p8D?zm-sM^omzx8n;7(69rke44}Rqtz5{{#C&!2Cd9ZD2w>wOe zFGzGy&c)Pdt6LF9mX^FUro;@>_NXChkf)(qd+H(VpDq<9e`7Z0v_?RSdX$9_JRds+tJ}dKB6+I{;`X1gVvyN#+Mz;uaVE+h}+5p|sie^k`QBhbG zk5MBYZ(~!M9PKaaEq*Czw50>0IQ4G- zx&C&_Xad)BQb17zG`sxSVY7u!L{=PxsHVRpR2VTVLZPI5X`>k^J0|*b4XWb$a-DPQ zEsgdaun}kwbH~ceg+S*o{Db&=MLB5oV1o_8i;-(m<{&qruD|dq%bG_)X%j?MZXQ9` zRyr*DLqS*~p?aYz%R$dT$3C);s*F}POrDKUJLVi`ga#^R$C`JYE-uhG^!+T%vwog~oSF5~l;zK40m&Lxwk}}x z90e9Lc2FtkJiL1yS%I1FZ>+2Mdh)1LTc5JNTXUk{%?bIdd6@%w<^o+2LLU zOi(7?_fj_StQEIE-8EPtor2<84Tbw?_4lshi6@`L7r*88xo1Gm001BWNkl}-ihE(K^b z|3t~A^*)`>FdB_fZ?w>^*BMZz@gvH=>tyIUPq5RL)?Bu+3Z_B-Pe1pM@jJiu&(ZBJ z;oRjX@zH0Vz&Boh6VJc!93I`Xp z^cjbTd+43?oVE&;Ma*VS#7o6^3$@>cP#hCxb#UElUIaTL>yrYpIg2Bu(n{6^3!zjC zVJ{V-7CM!39SxwsfqyDMUBs9&p>qq#eAQ@V;hVUM@ok-%ne|P&0@wxQ~PX z;IykTE}}BJlGT&<(VDF2=i~)u%-9Ivb0Wb$x06d;`!pkM!ZbV2z*4P^eARNmkt~>M z>ZCFl4*8t)-;NkkCDj4}JgUtlB#jDeZct37FjkS5|wrUK(40=@8d+bjZ3OL#;Rd%lXCj(Z_XTe9Z1?^?lb)nwiv&oo6 zUK#XU*+gf#iOD3xXxKw{X%%U`j>E%4WRqh)cUL#gv*6~Gv;oG){ApCPe7JibORL)$ z_Kz_hxj=(x#@*!|4s`n`d)yJD+3aA@JI1ho!2U|TvBdfv)A^M5c&pjQXmEttq$gs^ zDoPwH`zH*P^4gL5aAGIAKwLU;DB1PB`m5)S<7NJ zqiPNIE7-52vNvk8nrjQz)RjH)nL&W^97o58TuPQQ6D)^jYayuc;_Eh`lt zv{8)H8yw^QgMBwv8UaQsyIOi_WN-2n^DNNdJWZX)7IToUmrhwzbmf!U5jx)*RSSaK!zb#^6Z$(E~P= z67mNp-v6cZg@7(2g6{Psldcw#XDH=@yk7|j4td0wL*+FDJZM38ofRDHYqqJJ){bQ|4p7R+!r4p3Um_ed~TjDtu;BY#@G!J%MuQixVv3qzR$uk`{_>ONS zp><&rDZpbR(Q@Rol65oDv%4Tmm}=rf`M9hw0@MW{lzw>c-UCkDg>XstVcD0L9`epc zdPcPRmF^>^`5c4sBcHri-)kZ8*Td43;=5qOtttfgz*2>BOo9(Y3S$i6lvDo!J!uyw zJ2pc4uNtXI-$Zm@{ayVR;^4;gYI0Tv)Yp--DHZPXjZ@E&l)#Jc!=!I{URCuo&0H z*z$9h0E_536x{HEel)*2<~Cd;0;n{@7XTR7MWJxca8h#yQd%(4HR-^Mi~4L~qs<)8 zU08c`ki=_8T_SxJaw;#b)$sAhy8&@MBal56`0JOa_RblTyBOb|ddZPuW%kmtvDoNT zvEHtfu4UtLJUzP>N;hn@xjq=CQwWECdF-gbRsu(s(`le`3QC|@4H*NB=q=zWWUv-@ij{*0&iK9kv2l(m=P{!rG;0FgiNK z-tDh&kk#m};Q5b#Ki>TMpJ6sWl(8|Q0$v_Rs-3UT9-%fr5YPu$>ts$FAWd<6JjXi^ zNo*$2-K;j#u*Os1p=-`#P)5YARN%!TCowwOkCi5>)cz+U;3JDqQ^dNDiS!X(EWat^ zZlRc0siN94%h$2-TXJq?M*D*_Eg&5la_K`3$>zkA;_yMy{(vhbAh8-k`CXlT&MYb~ zK4ZiwTL3mg0JXT+TzdJ>LBf(oHEC;t2^3(-TbY4~Y^POruIdhm!Lpd8c?Z%>2 zYq-Ak)b6R8@Ym!ZQWm{V{qE~6Jp1HR_?>_9{~*mWeC)#?!CSAs%zd}HPM<{as#TX2 zYb01|H?Y(&IDYpPygr%WxxfAcXsm28YoWQ?;w&lkt0u}Qw?5+_5I8wL#@hNivp{IP zCzCll!2}eLgF{N-IoDuToB{-iT5*QZa`vC-n7{Tbzsz<1KmOxChOd70b!=>G;KzUR zNATQ-p2XX4zmGS*^)38of9G%EfBk#Eh|hoF(|G&M>)1JW4%11F=U;ppZ@m3F#-k%l z#yt+Ir<0jvmMm*0Kr~oXmti)W;^f42!60$KM%v;|5=Jy@sLqo12$j|3!Zsl%mV}6M zvKth<&xcH%c1$~0vf-44TzsTOB`Bs&9&oa|4HJ(xD05g}d zcES#Y^psW*iLRAPCQQr9g4GMbRY?aYUa-da*1hV4#z%Y!h4#wN#?zUD6KLd|lt3#9 zPU>QdW52hI>y*Ko6J{P{6pa9gqM(gP^PrG+t$af>=bJS>V34msM3G-@|spL5e#MNP| z4Ipc{t~vxbO~yFdyN|WabIdj*#tdciZJJ^}Eu1a~eI^C#)jGE=qs(cA);2M=3Q-m( zP^@Gbk-N9hNJyQ zm<>*_)=rTYQ#443wO+$~N_sD2wh_%n3xn|p{pr|=FcWi&OSMuiaU(lG0)50-b9l1z zb}zLzkY8NaVhdjLhtvk}?unGvsB#^GqlW72GOaPi_57Neccrr6tmg#G

W?AyB8H>HcUA+Fyed$EwMmy2qT6V0~U{G69CUNVs1cmnl$m?d_|`T17R`xBt%KU{nTm{Mu@}- z;s7mI^C)==933Cw#`R+i=idjI0wzIDDELqJ}Qk%MZd|lUb5alG$JVO0Ekp^Pf5zaiJ_9M%5z^zz}iv*9xF@A zNT-Za;2$sCGdI2;lu)5%5UA%#a@ugX!zft@_Jm%NoDTXw$mo>rVr+9 zDALxJ{urU<_+Ii#(-D-LsE?Fsp^O0u`;oIi*`q@0rA?&jSbh#!pb;g{tMi8lvIH3T zl8RFqdYt-N@i%QpcScB6azIpR*gvB<(}fMxC|~d6?F z;}3$xmx2;uO%)5*3hPIo-b5R(1Rg{bDn>C;_@A9x4_3rg;En|MG9c%x7LoY;b&tn=k!7wk|)3!O;U` z!~}o37V}o)^@I8|IWJ@_YPcOKzsD)5O2KvN7#A%L)g9dE+)MLxmt4iICV%^P z{{>!n@kOj{Y;r)uZ6v32aZn^%QzRHo#@r6b(FR?sFbb;g-+CAS*DwBKeD%vOv6Fl8 z!bSYu|LQ--|M)-reZ2hDm+;)vPvdX@CqIM#{=fYP__IIz3v^c+xN-e1?%ln|rBJ(j zyZF%``(ga?zy2fKe(xRFV#cCanFJej7T&*imxD^m$gAVTWmV0V>)V`a7AtZ0Mo#PQ zLw0ZoAaD`}7L)!EccwS}63V!ZS-~L2Je~QLc#CVyLK6V44|S4!K=MHa@nr95c}ffd z2w&J)@B(c&FY&OHe{v&jk)_Cnq#v|nUJr;?}r(+E0WE>3~ z!bI%Qe2($>7+EoMb;%TX4v#S=lB%{%6iIz$Pwi&0TQhpg>pjJ?= zX2MKTab8!xlrWGw=e0~F1;lP35Q_k0Dye9-S_0w-gP7Nee4Q4s)525Yi2*g^?g?>% z$@%=;QA|M`23^CxW5Bpt!@O|!M7BaZxrDgObwQ~wZQ!@xnBXtI`o26%%ox^E9_k{{ zM5|F}?IRXEX6D1##f;So+T9gqjt~u{G$u%n-CjosdQusI!l2tFWB^To4C?@hLEMMXkWoE4P;}j>u z18e?le>;57MEgoxl7s2|HP&Crc;Af0U-OzY0+LkfT>^@tp7PRuMmJ}?ErX+}H=4MB zA<>%UXp_f**ICYBbiHsuB;HbZ2elN)#ZMmseEqr4Hu?7@rEF}tVELXP2a7?O=B>+@ zP#7|DRc=`Z3`adaSUQ~!52_njL_I0v$vGRKaIeCDwp(pRD1=dfs?^B{AA1vTv+buZt7SBYogb{_-yDDfV?VOQApaqDi42F_$g* zHC_I__$f`a9^myMth!PG$BXVkgB4E)JmU;0tsBW8aRy31sVMwez;r#SXC(*eq~Al{ zY_Q;*Mj(0^k`qFXBT+u*6yRn#y3Hn9ttMw!D1fau>ZnXB7>%ba5J)wj?e;3_^%Ubt zAC-C)E2}H0<|B5VxbB{^Jd+8Ew1G6sQJ>DRvATsv4{qa8r;AGMqj>6xCqz>qV<(0H zgZmHf@i?@*T^7ct=OkcYJR0%Y!*gG_XCx(V5)xE~2-V`g`s!==zkm6cFq`H0k)QZU z{N```6a4D0{2Kn7|L(uW3oky6ciw&nd;9y?*j~pE{mAF>bN|cF<0t;TFXDH9=MV9* zk3WaK-D6z3yo0T+O?>WipT##{dkv$JWY-yhat<8TH75$}3ulpN##B2@PHc!WB$yUu z`^2biDEwJ#MAyQK$g355O{_Zt7AS*B`^0Bvgl1}uX3axus z9e~2tyyA3&3JHjd`HU6jDSJ&ecGN%NI^@JUfFeo8PLqIX<5cD|;h>h<20HDQ%mu_n z;agO5EwxpRibVER!9t=CVdMZfMJ22rY|@(kRO;x1ZCy;N8R^7B!Q1M}I`8q}bR?p> zO6iZ{2^cTx=6y)ujD_HSfkZ!Fc;Q8y93J8R!-wb(Pu$f=*Cd;BW}j5*Njphv;z^`< zo{gE#PeE~>7|gO9lWfj`&y0fp)U6AeO45;`apZpQ23~)skk*c6e=>C1qSk5M;=@~)q+U65K?71hizXh6?gv*aJDuwv|AY2~p#v-&TQh_;BpDi~mu z9wg3!krEjj#V~qL>feY_i()1@3xtK~VrnNgskaysLFLl{VcYtnA-@0Emt#MNN@+6@ zwu8(Kxh&ZaB~sQ=9B z(SfSLRF@?285<{PAXJn}>K(wK2QQUscXu4gxfRlJ)pu7Z7W22p?4 ztDlJyunB|U1snC}#w*&wkEr$S<$SHYcgn4&AsZQokZzDg9xV~?PwV$e3=GZCOBsL- z2Z4go!AVd`N))t*_0Jy?MD4=QeOnZxJrDToX+gfi}E zZWE@4)ffSFlw=Z6$@1(}$V3QirQT+TgB%o(e2Vajzn8Rvdb7hqNc5@m@qnq`2~#W+ zAMo?PBuc~%RgSb;=iZ{^e35~p%n9T@K~fu^M@ ziQ_yABPET37u_vdA{)^81xG9@=LjI~BJ5*IKvQ^62!7Ol#CWH3Aho6rT%#EvF2@G( zj@QCMvC$TcZq?f;>+MZ^c)FiaCXj?DD^j=T1yq^sAty#8a+I=QW5#Qqm=}ZD4DEUo z%bgCF0K9PR39PSg;rP)m#wQOk84oxEv9Wy)*~uPfHztL}bUedgFh++mg0&VJvpHJx zDK=I+c>9&FGPQT-n!(1o9d>T1R@7t(UVG&gT)uLZ#ivw^b2u1ty)FR^YO{DJO3O{$f97et`t_Ia%Bx?;tKWD9pZnaW@xT4t|B0{u`JdzS zKk#`xaqSX5^Vv_}(ZgL<=l{faeiUE&(m%&9{nD54vp@T{@S{KWqxk*b`+dCr+AChr z$Y=L#5Wi%xLDs{OF}AM8R%?k|&A60eL;`w{(10zAbyQ?O;k1`nyr}TMyRZ>GSgq`p z4+{OgK1`gMEaROqkI}C!6Z;r8e&^Yr2Sq%Ek+4nBvT|NnE@8^Ec zd0<+YGTe?<&q3{uRA?!miRi4_T2#+>gnRIFWPI@8Ku6a~k^(iZtFKf!i&_M?BML5* zVS&YobM#tjrN=>j!VZ5fit(!8uH#0TJF2^H$(b1ZJr@LoQVf?#%{kbgiQb5^E!|^q zDU1eunU(r}r@N3*V4tMo54(~EE<+jiS*_d!xfWw8afwPyxpZkPXQ=21F-XAKWh%R= zF<3(F{>FoX#n5cK&2 zR##VDhXYc2w*qTx{D9!p+9%4GG8Paw+KH7&RP|A=3 z{)pQ$Q{a#28MuRw3dQsE4z!`_%n{n6{pzK*Lu=AVn1v1#y6HJ1r3md_bOI9V zv$V#mNNb>A{6aQbMqotw!M6Z${W4QU+oFkMK{@$<*A~g}Ju$T-_iA+f8@U&p3(pzW zlVKFx0X!m}k%V3xiHV*`HVm|mF1Nga5gXvb`r7ox6~*(xElX3M4e<+14=)304Hb1I z@EAvAer*|D(?zHVm{$q)s`kbYVTtam%=?I<=M0LhC12C1G_;@t5Z5WD2nHGgCMCK) zZQ%pPu;p}qQ`c8K+JyR)n#FN7k-G7d@LYnNn`n6$rIbd~?8YfQwZC1KBH_Bhjq_J9 zoQ}DD%ed#newNm@xdmNs{~=YoO6@C$wQ|^0uzu+(*9y)it{-rFZJWQp_ui}0T>%_G z)B7*K_+5DKaA9 z_b&2jCUu#MP=t>20=T1Q&UXPQE94oO1On#z#|L=qBj<2mXwKj6Wu)H8N}Z~QygZZ0 zi54xbo^!QvTtioOx%EmURMcp9P}|tyulMh~!~Iut&Vp*g!UZrxvZJ(LxgT%ggvVT6 zcM;am8RO*FcO2hD>(MN*Qp&QIr^nnZSb#G|%73mthq9rIs1rx|s*9hZV3sL?ilKfP zzUO%%9Vtr05X}^xeUl*rA@6nIttrJX`o7sbLw`78Avv`x?i@%Wu*0(GUPbf*W?bSm z!-Qya6qF|xYpo{sZrwn)R>Aqp7jWzC6BH+X)(6sz0$I}UBV-ljO@jf{| zIYF~lN2@(y(ZHof9k2cQpI~ic2lr=Gw?4xTo3G*VC!h453YA$5M`O-V zHduKa9^|BYf3hBTZoP-Ezx*|P=O;gh&wb`o_@N*EA=f{=DDZ<{_#$3<=`ZlF{_v0S zvw!D5#f9@1@K1l^pW)W~*D)H8@!^lWh+q7LU&m-Tz`eT<@zekQkKs$d_D}J(mtMj5 zf8qP^AN+@Z1Aq6w{1(Q;NwCRc_w8&GM4181rI2a>OTRGOl_Xe zyl#aLNWSgb{dO&QO5*YhbVRWv001BWNklaRO$b8yI=Zye@ClW6=*9C6NB!-MP%1@ogp56#vR zy4_U_`p3w#F^XIg2uZYlEPTsG%IZmRr|T$C#KLF63sTWZ2Uw|}9NjD&(4k;4BF2`_ z+Me+;lC@l0-9Wq5Wn1bL#d87GH1JiwP=eajxEl4#&#-TEVRHbB_oMj>Q!<`R(OTWW z<;OpS^-GWA)o=U-_8z|PXzfJl<~n@};%5wQaFQdN`_{|zf|wz$%#y~MS}l@5;_~JN zm}(uv@d(FzyBPKlSsc(vq;7m!WH^E8_n&+56S(y0%lOu-FXQIB-(q1^5@Ec0?Mduh zxQIdTh|4vAkkJjv&a&mOBA#hQcZu6dL#g?0N2iG^Ev8b0v>^S38Rm9|gToVyhGSIg zqyvz1$(IctIFB8H+fL=b@S?ln=}It*FKzY9;uO2deMNv(yVXX8YtE<9WFgvpi>BOt zht}s{aKh|_Dr?U;5QAc)PP@zg6D5`mwMwV&b(eA6Y-2thhPbhG;ZVMpsO^#OD|77Z zS6o^d0W&^;kDkJWaf=@Gtj9k6DZbUKr!Z>t6gosmS;q%DG_jxO?=}96uwT7^vjFE@ zf|rDcaw4*M6!?c%B^CovB*%5)us&d<)#ML*4GgWeig0Z@{KX}k5*yq=6AHc2W7Nd@ z_H=V6JyJN7Rezt=Il~3{pG446*fK3#+w%C9e*P!M_aWw%NX2QjNIf8}2mz5fYt$v% zA7?mX=i5(K2-GQPBL{6Z8*{yzhrxB3M)kLd=u{qU_3FNwF^dIzBIE4mqTsqNcS-9H zW$(yZ4Uko!V_`L!u%bOnL7Z@%b1!fa30dgx`b@qau(8)J_oo4uiqMpdg=d-=QF)Hm zlArcOXpD}XlG}XYkO_w_Q?p3y%2Rs6W+KOe9Mrn>@Giu8R&`Vh?OY+Citdet`}OoK zMC}Mg@tK^YO1+MYANnNjz55zQ$9p*5yU*LRv$BEC+BS%3bGUnx5p$O{x2PC{_Sz1k z%)R~l7#{EPz98E9+V&N6HZP&Kd&iA|fF9?b`Z$gr++-(tc=QOp!(F+@A_$g6ujyoj zeD6NG)?#JnF$_+QG3g(Ah=f=J?afOZ{PuQlV>&o-IRUD*TRq1#!`{JeG`*Gsk?#3x z9Q0CFrnh&8opk~b&Oh^UG*0#~ob5&Q?Z3>+y|>w2=Zx#wnSA$jInh{i*J4Rg@DF;C zlQQlfp|!H}pY;Dlxp$D%WVdT0whgBG0h4*)^*fHj&i_Sv%VF5`QnyZ5tF z@_f#9`^DTjk6@>y5W%=4peok2J)6!lrYF*TwMq5ATI0_kN-8;l1pf5;eGJBwX+J_% z>tJM$S>P|5W~f#YcAV-|*Pi9*4~J+pn|S=vMcn)9OL+Oqe}rd0`Q5m2^L^a9QNi#3 z!SA87x`xfoZLaSnmQBCc=X-5++N}Q1U@#nujM#D{r1uN|=$G)7|M!n^|Neb^?z_Ji zE6YnrlPac@DL(eGPhe$b1N(c2s8&;a|0@#NE2@%hhxFaGDhw~1RPCrr<@elA_zDvLHI6&b$}0E<9$ zzwRY|CN#5bgLqzfLwUb}1c@$Od<^TG+qiS<1|HtO?E=EcH#Nd|IwfT11J~2*CHM*9 zybaknw{o^FJcjM<^LTLoHufIe3nzOFcEoEiawbnB8IkjE5jLcD0IL2t^X{`qi#CkLRS19N*oajj{U<(qu=IX@5|8P{N%zCYTHhG+L|ZQ1IV#B?;^wA?QKr7&_l8 zm1LWAq@Xs_2(|Pf;DC&stOgNo)WF>dhsxfiJ!?`Ij9AgDviYgfRHwBV4M3B3(-c* zTlwF#+CtjMF&|TWkxAB_B}q}C`fDnqVU3v#WUlo!#YjccU#=)2ReZ+y zzcn$LL_lX5$kaWeCFW`y0xvl(gO2ROLR24b;qWS zO%{TFM3y`N3f7zvZbYqdP`cj$P-xF-tmz3a}6e^`~SptdXPi zctIbBMq7`DM~hBGtOAWoCpSJw7Y~(KjHO_NJI^CZy+?5q$I!FF0$$uA{_u+jIl9M~ zavL3h>UG=bSN#1%-jRQIM0G**y_o7^;)PqH%_JU?<}MbhGJIv=LZjQo{p;W4_c{8%!O{I2=um*Wbp@lz z1lh3XDC?{&o?w0ZBHsPlA7I=+@lF&m77p%Q$HtWpVR-VVEO1t`tpCQBMXkN$TDmM) ze-$jzHBR-MCQU!+LeVd}nqkU7)Vk}K4Gx2*unRfpmdVNKHmZ; zP%4-yAD4^oQ{c|1=x3r#8;J!HVGU^;DWA~{vAPTVwcb?ps;q(@P8`e%+pEyu;D>b} z>;K2uo5os}UFTun-sjwTc=ye(s$LCU)z#I_X0r#9qDYD&DO!U?hD>D2vNa@*Vj}}$ zAPHjRPkhpMx1*v952KKHqQhHrfH8~CMP`epp|Cw>lt z!3fhyh7Wz{!?=CxCW}-3)KC8uUV7yX{Mn!VIX?O6&)^e(?UT6t$lLg>|L3={y1Ihj z`R#ws;OO4Y4qkofHT>Mqe*&NUH8$EM?Cx z&ej@VwrC=I%OIlxN}R+{tPePnPOpa6^&M##a)M^BiwlVE!?>NCKeXw8N@YtWJ-!VC?q_T!QA`` zPOq=x?(Mf2R3`8yBOp~NS8fC3WJfCtm}@opJ~y|ib5NOeV6w>oli@y$=|Zs(UI1I7 z&5z?ZBiB#XJcgzqOS}|f~W+D1voIy|2v3ZBk(fs6x z(99oF1&Bv7Q$gI2#Ac}OWWw2@ng5?8zFEIXir7@1ThMw z6ue3^e2`E)IN}Xj0Bs`C8Nc`oZ_oXEw5a(S6Lm9?5(48G_)4%2e>M3!s(rUTf*lh< zSvt2MmlC9f(v_1}b6ArOW^teuT;MS7Q%3m6Kd*==lCaR=a1#sbk7MKN%X}XsZd7Ts zSTJZf92VM3QP43a1#B41FRWtc-VN7c&Y<0%$I;eZO!_K*N&I=_n5)8}#Lt(U~Svjy3?eH{Znm{EA%!QMTz z-up3bC6%dR5k&fdFK4Kt?hZwPME8`Wx(z47^h5l98J0<}i@mLTICcIChW$Nk-+2ew zG{^kX?3M}Gmkx8EcwHa8hI>z_JBVanjL z+O)A6CO-QuZOITX`p8~I0fpEftpYd}Y=p7Eq1We7A=~QjR{27W5S#^1Tltco@VjER ztO$_Go!T}t_FtU6RR|!fFtvF7xt`%L4jixoeSF_}sF4kQ;7?dHKEltv-iKB*_vQQW zy2tRHT)_4I)bD<=-DLId>BNfrC9bs@w;D8x?LK8kzU7fO5iz}!$Tj;E<;bE0< zDFEHixYuRyt2&^PwIQlWigJ=+u0rbm3HFB>lA2+WDavlGuC79ldwBLMU&1f^`hSTx zpZNgSxjz1`C(t|Wv2MV@!4U(x<;1p>g#%@z;}5Z1C}8^VN1nz%`>hcw)p=aMeiL8( z-7n(Y*$Y@$SjA{E#lQa_dhcDpmx38mIuHnh|Jb^p6?_tm%;@AGeU%}`9#pkg@S{kmM<6zK3DNRtT);Kd1 zgU2eQB3;>@=q==Ib7OW`?!Z`D5Y1YR?a+-I*O^hnb3qI|2b@#=sV_At1n&`eb?kS6 z?im7d6-s{G`MtNj$>mZ<{XR^hxWrGu^Ehj)QO~t4tE4u!1{1e8oSpS!k>JyRf&TEW;!Z_rPsCbzmUEsoUFtUv9<`ESw*b ziGN^ixkbmim~vN#(O~2<&4vNbcCCh1xr{W`e6M4EFE{8wZ|gqh?%cw|57&z^ zr<+H*?$N<6`g3h)om+5Z>VOUsx?>>LmKzgOp?--Aru7$l$O0DwJ1m)%&Dy=ni z2N{~9DQXqVPM|e3zp#u87vGI{uD-ynLr{LaJZN=!g&fXiw~6c9nLODXBx zq5PT>;X!6WMkY+p%$bzQvSyC2kJTQ7NS&Bnm&(*&b*qT^GI78)Gc$C8?x=_EaKwv@ zSR`UWBpxz;1Vfa-`WT~(&v9DsrBoGGm3?FZwjuye`6$m{D~E|}0ph>-y%cKd#r~VZ zcge?eq?-}G(nttnK}BheswD1q*4(kJVpCLLPq}9*0Fh#p;z-&1RYhimoIPncsHIO} zq%>bZIT0BT`K>Of|I6UShfqKa5n44d<=*%J(Ni2ER8si?55vj}R5CJ=B4@FtMiy_> zKBj=eIs_-m>&nmF4M%@i`Y3G{QWMQx=20q2L{v|%p&Z4WW|-;8a$p||<&RGk5cTu* zd8*<|#0P_2QZxB!xnj7d!gv<4g(`a1FwTCFgws8|ub}GbB;KTbQj9i*Q$CJg3Sh&r z^>IR0($AyZs~p(w*SV+0D1W~Kl-PBt0|m>kfdD#CT%F4l8n>R}(u)|sn>h@D_zxZ{q2n{#D$+{t6$=X{ClnX9=C2ADWWpTa?zL!d$|4jx2>6S z%n`b+-OW3WQk@oPMkj^Xq{Lfk%wce}&$U!Kvl)K^1junAr{r*d#~U6GCKxAn*6*S+ zzYIlmW0%38vI}aTB;yfHKaU#)C1HMx_Tl7L2u{2EJ7~-;+pLsxQsH4Ct4ToKRjs|q z?3^F=;&09;INIJszjuh0^-Fl{$9|SGmb)A8;LaQ0L8;MX1>Zc&XIAUXD_-X!+&CI> zO`$m)@_3fZRd%ST`v*JSi0frV0XfnS5m8HV^o1rLwG8#EEwWqQCVGe2YMF@YbS`~! zWBV3o)uS_0_R6t+phO^4`7=UAj#VZ z=^`F~{AoP*{PVcCafih$sb>D%xiy?UcNX9I_6zvrr#_8$zx!QSS!e;-klQF#D=D6M z;&Hrv{T;mbeNSO$Yah$Y^Z3@czl+`NeVjRe3ZMG-K8@f0t>1J#*n#0-z-zwVsH5Fz zg<4_xA8UTfS~C6=G0wU1TgW&nxvJpY*@todk;m~;Z-hpzg`M3E7As8zoOZNhxDvs* z&7Uy^YaI4{gh&`84v_J+=(mWj!+=T#=qixk=E?!!;ddgc z8ItR{pQGq_b2R+mR$8WJ?&?aTcCI3v76(W0F>16fj*o{3MsmA6SGykkP`4J4IMbr} zTv94=Nh>=?+E)M@FXB~jOL7_CJYqbBcF(gfSat zQvO}{a2M6~0u~n*(W*7@$it6tJvav~{3&5xX@9RF!6LVzLtqjeTRO6hD1cMKl#()l zkmV1>jmCpB#0YLQ>wMqz9sS*`^wezQ+<3= zVOC#SE<>d$(o)KP2zPxT4Ux2jv*#~iIvL>ZJ8v=&!yRGbd*UkR5{qc=@9$wW?mMQa zoOfUlGGU!F6?Da-bf24Xr=_9M-`&H`?Fmpy82Fh|sey5f36yx#ObL)PIrcX0pfxzK z;*UuQm{PmRDo|@8t<|BMa~SPtnBf+bnRu4A#qP8da1`t2BC0(1-BsXy)8jslu!{n> zeHNv(@s5&Wdny}o`!00uGAL_>5-~E85=v=_$Guf=u;5;$T=JcCDEOz6Gy=*9eD@<5 z(d7&L5EqwmsjRDYCmpQ9-gax9!D1D}=)4m={!oD zDoI9ZUyfmap$oBvQabWo0-*3<&r=oth@WXDYA7(=VqYwcv&kw(shq)?J;3-+-sq{# zR>9WHi&2ZeFn58uZ@)A1G&3EtLT1m=7KC;SHTA-QvOGH?W(xEh>m}!^q$h~txq^L@zj7qJFUax1zHP8KFC}jzh z$qZV74>}-^0|wp*MNST8uj4cZ=zB=e$8PX&?fk@r9&>6@|%AbKO}I83#KC zaV?B&ejTa(%Xj(1wh-aUEuR$7&b&#)l(LNbv%+OgNc?N}?hU;2(l@xJ94m|$p3E)@ zt1Ozk`O-K#++~5J;{JQ^i)iz7P+fZO$FRS-T}*_e1aKq?Zcph`~Nnh)R33agRrK!ak=aF?d^|3K%w2Z_+UeP{Q}KTJ`+%b_<#-AvTs)Ece-TrL=2YODw?P> z3;`!zN!zUfwrPoFq&xt~g4q9=wf5ls5Y9XL?Ge%7^Bha_b1?bH3NA5!)H)wVE3XV* zA|Qv(B4P{;`>0b7=zfO7ZjS{s`5d6^6SZ5KjF`qrd$iqJKyTbGz>ltKie0`4m3)JDl4l_G8j^#vZ&BmAY*%{59oy=XkHJd$>EM>$ZgJXx8l=s@(cXn}e>wCy2Q)H7N zCezgR3D>?bgxhOz#wT`SXX+k{Ya}`=Q~)IfY*TbS)xg$f7fQEKZMIRREal!^sB9RW zEy2!vAUOiliZp)s{qVzI$~!~`0!ZYZ4H;jkNV|RuX4D#u z{v;Z%l2QV3_@&iYL?3nmSkV^ee&lV&I6vVYo%8Oykl2@K>A>~J&Q0*kLQS~^6BA`K z{kaRybPS4ky$8q85CDXPpmV4F;Q}(R3I^$@!YR6trH69Bfm23DTx%aqgVHlcl2y|W zfkRMp2ZVtXY-w&pc-e43ME=L&{uWjj*YNR=d=%%;p0)kB#g-|d3+GYZa|SYzjwMm8 zwTgmN`G66>bcQ+htmj?fiM3{9sN67*C)wB(@_y~IUdQg)+*2>UMB*-`&k6G*E8G;@t&5!A%DDQ{B zw=DHbL#|_ND@hyUh543px|~~0YLFVve51*~vkA5w^-77?PMOPHGW4lcBaM#M+_i>T zf<6fslA#3#73*oG{GZjkF$6O<6C9&s zKPny}NKK>=tNkw{9(y5DhyR&!X;N=!qSi4&g^DLBt`$~X5Zo#Rj&d$Ucc1ajGMuC$LuoYV##e=IKDzS<(JgwU>6JSU!FAUWVSGabF z9TJB&DJSY9cPPsH$}J!9d7@8y#x%h%QCJ zmPDHf&YCbhawn7~L2yial=~8jUmO(3h6-P9$2B%RF&JQS5d~6FKUmn!aZDh}D$|P( zWyehWp6i^oOG-{~Ed)FaU^q&$iXA%>c9jQ*M&v_|4*#kG0Tnzl{~iNS5&y=E!S ztgACXxm-qPY1OL36ZLK8bGaxq8xiXPYXCTS>;dZY#n+hHBHh1*gZsCz{;v0;(e9wP z>v{=u$${bwCW+}ByHb*%RIb^+^<3BYBZb5NPA}gUhqWuF1qz}si*YXP-10dV)jKBi zb;3)z9^}Sl#%NuoE~`sg1}UsEZtq|xtmOwyxYiGZq<0kR;bJdoMI&6WN91AiaD+sEe1cP_dm*5kqR`3fAcj*(SL;zaOI5 zO14jY8B0ghU@uLCvHkuxzVyL6OZve9f4Hj<$e)y@3ulq?|CUSw3GgkQAv*jrhDUoW z!bu%5w3#xKW$I|GGH=Wj7>_*Vp6IPagC891vnUm1&l5ATg0xy=_i!Jre1uN5gvE9T zEy{{fwpA;1`$wqdRji#lg}1L>$E3TD-u@113u~B;C#Y5G=pA*r5AtL({?~nfQOP*0i!+GV=C(vmxx^vaik)`a%XBQP0U2|=xcC=Fww@kRB zPX$@hLS9;fPTOd2OB3qcbCqxdT z{ENTRF}5Tl2H(9$dS%OfY1ZUOxW#eesirXn-bC|Zg9RX_jj2Leg6!9PrX}bJVvU7o zHW4rq=_ojlBzK*l1kjJq3)b^N(f5dn15(Z*pr|kla-+S|?ro-=J}vvb!DMjZh1 z97$@03Y&8+tew4tyTb%iGl+P$LCli0UhFMfmTSx!4f`D)oaVhF?P;8?QLf!zH>;qV zH=u?&>PZP{YLF5m3fBI$I%_~}9=R!_*BfFhO)%ksw(XfyI+ya4OOUJ85*qb3rj2Ec z_PgA}oOZXI9?+g!OP7ycEqId-Z89qMOFAEfOyz@kJ7Po|w$r zCKmV0EOU)nrY2**lUNzt9@0545?>W2ZLO8NAI+Ty zCj4Lr`}^GDBz|6bO5^+np@9V>Yohy-M~(p(HR9M*0e$w+o1UcJVDqSk1$XpD8dw>4)MQq)8HF7%bB$cWy)*(3Bx@8gEs66Ai9!K$8tiz3%HO<=Y6*F<#io-3d{Q(-KP63Pyt= ziyOLXNIRyD78-L)*xS18??d||FdN_kd&44Y&K63Bkhs4jFjsf18QQ6sePU`7CCxc7GMa|XRV*GBi~klP@2ySw<>v){(v?hZck zlOMx}fAVAa*I)V){^TovjMJyjVl`Pqcbehh%a`!$zy2TLFaP2zxOw9~ul+y$%9ruu zANmkJ{pr7fX0wG_y^8JaEgVrBv221j-+UQg|JqmZ`WtVuBX#A<6Xu{uK3m&jkBXpsLwDA4ROr7Yn{=>=M~FX|=kOX~_uAEBr!|8KBryA{aGPxLEu z#uIfRArRQ9Ti{1|Wgv2p#r4-ev5QXe~yvzZ|AT%ND)*@nCQ|{Dl2+gVylC4 zyiNYu{Rq*$VwO}9_>!~QASyLG!7H$SW#)WxjideuHx%Q^%?zV1N%~?g{huHKg){u zNFXmIK)iokOu{KwtDUAnOd1YQvka7IUplspg*_%1(0B8`YoJ!m*uO2;I#^vh?bcq3 zJN+r{kL=)()*9U}(f)}6Sa{_TWv2`sWzcXRqHSb zH0{N>q=lc1O(eGC#y)p6n&9o}`UAkPQ1=1j=G9orO^nnQ9@zT^?jKQmKmT)O z1!9z^o=0<|4MNx~i#u}6l+@B_4|WxT3_lgLZ89$~7(01ZswauUG8O%2vvY~7fy^Vy ze9TCY$7U6Aa`ce6wFzHu8fRckbT9(q00_fH@!`|1lbUTR{tS{z6N~GYuzmXm)A7N9 zY6(lHA7W+ee9*N|l3aTDj?^**ls>+RmNWgj%=r38y-E;BoUGzNSi z$-|kTwQ`>8{C4kL$9UNFbDx$J=2y>S*xkp`&W584TUFoH^~)Gf4TjxAA5fea^t(D? zqJpQCIapXjomd<=zqfPsc)jE`xw#P+?T`{>ZUch#X~?m6HQU zf@*ddvp}~M+vAy0O7@=ey{6-X!ZVR_0ew`+Iz`ML+5Z6)P?6|NF*p(@i4N&TtAhE3 z9+Gs*_3GrXaZO*IV{vtg)8!V%lZxDqZF@M)ak^7-A%laP3~+9#j*mUIV0~I1r=m6i zUqeS!D}M&r_tu(iJbYydwd6js;RL#*aQ3l9?5*b5+DI^@at{%WN;KCeF3o3{Z}gGq z0g}lGYE)xZS&7?+j#18Ne*0Lc_tCD}-rIAfKFX-ekZU&QCW_{T`fz)`o4$Deo_-(UYezWUX#VxcpSzyDwT z1B?b^j0SzY|GiJ)`kUX!*Z$(qIFn81)<6D7zkw@{z6%RW%UC~q8r$0&c>CH_936D= z;!7{$g%@5!x!S}}ec}`N@K1geXU|{2`nh#nzH$XW_18Yi!hc$o*|wfNcMh#q3x@}L zKEi+L#qZ&<%THiwY0ZN)p1STR;Ej46AN=5tR|t$0S$5HqE#qE>!c>?bumTEEd&+$wsW4omSdR zomI-6_3~7+O6Sf$2|!k0^MxDmkyUgjC%inu5W~))PBU~tFo?HqIL4iS<+FG3r6b{D zIZ#!!N8N8E0VD|!8?al&cCEyB2;f1;_zNvod4`=TJOv7;yuGgdyj6t{pSORv-2>PL zlqkbnW&7*{XZcdh-1fn?8Gc>hjRwzi_auzvx*6$I& zP(?m|0gT9Ff57$Qqodu|b>iR2CX%(IM zB|bwa;2aMJ?wP2&N&?NLCVj#o%Lv~76AIp+dShxCr_w_KQi-s z>tBqsDJDtE<#ep|z~wqNsOMJkE|ECSG8VigPrU3{J$Y0xs90mirD&XZqQn-~92mAw z#h0w%aBo`Ll+Ppw{8}x&i*BD8&%C3>c z@mB2kffmqs*#N3=?Pz+UAS;5K9tb2vv@3%j7*G^`BiD9|MxH}^l-ERfgPmw^Q|?r89idZ^hWW3#q?8O`}sOxd}x^;;YWP$p^8@KA>K^r$X9QkUo}HLVo{inc5~n+7dXwB2XYv*GqOP!FH0u~}J0HiMa0qxn)?E2R zZoG&KiNYO`037KZ)LQ&G%9fCFyFuoaW9|J0`mrDTyvT4c0vdVNf_>KMbYR2#%u>tA zpv%0o$cd8LQG~uVG%iVn1%DEz_vO)CSz}~{_Y+I`X16=BLU}5rKl6ZrhOD0o3iohk zGIg}3vx`-H? z)rHgOoW6vTPLWYRVsd6OY6W5!|_#or-vOPkkUTe zfdiApmbuS#4Ai-~=)9P@A7ksr1$232t${0R%@bh52akpEL7eULt;{uG92|Fg_j(IJ zt4g~iTtP`06|MdKa6zXhX{PS59p$KLV7(L9)lQ<(Q5X*oAWS~vf`x@P9n&Lhzxfrn zW)wDW*-z+N8|v;Ro_g0q`0ndh@fUybXINcZ!&6T_iMw}i;rIXG5AX}0{hLUVCM#T5 z%4ODOX|+3e&(j~o-Mja&v$cWW`{M86zy5Fk8$9~hqxizV{Fkic-&t722R{5WIDPsY zPOYEDd*Ayco_yvhyzl+buro?$5(WJ>Xt5OTTCIVlr6n8q!_gn9_Lehn@mS~njHNT~ zV0Q;!{KEf-L9fTP*IG${t5|D*OX!FdfdQ9Iq@^4gi3pB!EOl1#^tp?8bbTF1lOf)? zcMs3K^db%iU3Q}B{GnN$%DFo8k~5kD1lv_K)NAt36_st!dL*I40iP99$1?D9r$Q-X zSQd&Ex~*sye2uM&>VGAGEv(B36mv+WcTxi_T^)P>?0)dBwimJ@-4lglKCpLGU<^W#kaK2|fgVq1FD!`Y#FukFJc9_47QqZej<#KYcHI

v{n{}(ZQ!r9!DN(hjX2kWPZhV-qbm?~mp-dq`9SX5JrDAXg`C|4 z<|Nt%UZkGyPo4;%@`)K@{FO>rT0PAG4EdV}hr65zsBjxU+rhv%4TapHGQ^Ui+U<)M zui(t-b!LMYbCSJQ)@LJsBbR#ZoT=h_2fL^*EMTs)gxM;{m4QgTSiLRWzCl7>t2xy>3Bp zDz~AwuAMfj^)fISp{fjOodqrpA^Ll>Rb|$JnpU9HU}mKu3OeQQ;@gJ(AF|lF^TWbE zj?Yx7p_iL9m|HnzgY&7a zi6J#mI&`L^0RszsM|p;Rugfi_$T0K1qWUBc^V{>k^PbB0#jD6RxSwoWE{7s6fxVdiD{l@$Z#)Oefsp#Q1|-IeMUp z6m-Se$Q?*QK}f<`OM_?DMtJ%{!ZEov7Hy+?@vYleStu$kTY)H|n(Yv4WHPdCez^Of z4Wudm)$8{$p4?>GT2ij?cT$VLLI05d3^ho09lY_~ulvm{sNoNKk(L0}GLwTm9UL$K zWkv0BZ+-^*o0tx}sMK3L-}F_~QDD$Jtd%o+ODCb$#)+J_Y>p1$J&pn!T|V# zxCleI=W==-V#_4I=E0R{(BwXgS5a}4AWcb+4Y2Wp>nf8AwI+M$kSgJc8t@z|Lb&OCM*M`MjQUwauZe*e4p_{V=1ubsb$7hn1g zzWn7c;pcz;vurQ>g8>c?4$x@S@br`K!%u!>9>4id{}I0V^{?ZlPkam)&R;;gvy6+E zpTGw{^0V9$lQQ`8^G$RX+U|jLI7fh}O`2jg?UmJ4T)%eJzLlE|*z6mhsZnA;D531c zWm9b4-|)_*_UEIcktdp;J>@PSB&KKq`E!e_`0&MZc)Zd?yF13IOPBD>nG2|EjX!$! z-|}tI*)0Lt$=1aNeC28lX<9|UYip^c%uR9NudJp6*+S0t2aGLfyjVwBsNfXN-t;MWqZ;NkHt^ zYNed+P;Py^DB$2S(%j&+x31%j>sOi46Xa0geNZtMvbOAVX3ow;up^ZjmCC5rML;xT zTDYjAd)A1zfAGNv>DOF&jDV0bpSibhzk{8vyJ%KQXp~DVNKA%;>b9y*Q_QM5aXq_rWVNNJjjAo{p>ZQdU-w`a`8a1`KJCg;*iR*MhT8hu#AT1<#zQc_dnQj6`qXI)|Gna5&C!G@Y<7M(?Gu7)&)v33UcA7OWHK?qFhlS1kZp!HUIpD*U|=7b|$XSTMaa15+$L z3pyXR&7*c@F|t{`z}(DL1ccKb00=;)o}srJUrL(0(gGF_cID2>%&@Y#kVJ_=j_E&P znGiBc%EB*v`&n$>yX~o`!QnH!P%!h!2fbn>ve0Mwm{AR&!E7mj$4wMG)g=B5WXfV- zVHSWu7)%jwDvH$vkqhJ6{+QS?_Xiie@zq9D!0p6}#)&pgNxY;iU5hC%*3p}c`WW>| zJ-LhFpoi&X$QgQSk(6=7Z#?ZT_Y4T@G%-~!(cVB8YQ6k=GtqzW?k{DYhy5cD-f&hz zOQv5l>mX6q86z-&gg0o-rbMBd4zRp1kGZ*dRLTTEC^YIN)aw-vqBJZ2YL``yvgV@N z3zw$J%SuY+mA_|wu(djIqlvFSo z3~=w(Tg0Dp)Gb#pm)kXW?!pyDkKyunbO7c|8-sU71ntY?@`=b0gf*a0#}E&f-zHuD zKzefMDfOPUS#`HYI0Q|3tt3p^51F3CtuYE{`}>;?-J`%Gb2FGmbE!C3813DSA;KTJ z|3zF#xOF+#KwH37K~ZP#fwaDYH@57Rrwhuh&W z_z{Et*%ysce>j95^q`G(lC)8wHp@{W6G!!>StG&CpiZ5-u}`>6LKC&DPppR?-;>Q0 zkg-f%2jw3e`qTVVJHUSLfCIx^36V2nK^Ly?GWwYA$Vnzr&HPTN?8o019jpbXx#(Q~ zz%M)TxKq*psRre?|v6gKl6UBnSbNWm+=R`|3wA@R@c_i z@9m@2>|pEu28@~D13&&=+~4{%KL7uI9{>6e{t$ojZ~ra)>aYC@KKSDwV&ISLCo^|4 zgVA7$YBhsN5@(Bp^H13sa!MQZCeEBb;~rTue7Us)Vx9c+xD!7*g3Qc%^*xrA^_nwL z4W|;1`DJ|I!bO}NchS3b14EUt(_U^g@DR0Dq}GT@33URUk+J?l_`>3Pu%#m<1~e(K zpl9WbzU!?%;_`zj6xk30$ca{q(BjnxSf=<)QhO?O@uiY8V>iJ!I26r7L8BW7KcNjGIm0Kx>5(HNVzZ$T3? zb~xd(Ne)ga;BU+!qqUrtSu2GCyt$sLTmH5U{t8^?8VG>(f|Wg#566TT%Tushf!|} z$hxcu&pgz`wmqjmoAoMmYA~7(IAKRF_K?~VA0D84a0r+>%Jl}fFJvJ}C-8T2 zv*WX6>%!uik+C#|r4U_Dc@2$FvL2skB9^FJ8%sMT?d3DL^5l=B)@mc~AK=xOzKQL7 zcNlbcN|41Jp)}@~*YMa=KgP_}ey@kuzxNFsZr@{_AYoD~2e#%6YPay@`+fqgrBleq z1KhdxGVa{C#xWVS;T9$tIPiCeL0ktdGWW(E5WBm3_|`Z73S0N@7Y`LTflM!pXkf8f zj7QD}m`Ol0$iU?;s3`1~Vt;lq&1!adJXoO}y*C~>9DmJFWP_Mr&f;#fwMR+?LWtDP zGHMLhzQW`lykM%Ir`rL`E2~V2+`NB}`$0?HZXT&}Q_!-zyN%7eZ(}k%vhB8D!vPEdQCDhb#`xFWG zS&h@RxX7ZijRHpK$0}t5#ox;YTQZL+XQ0KQ5B4^3YPHqr*|e^S3^4_LIie{ zC`+55@K5UFxk|z|i=z=wA&s|1ZtI*(YK^(J$e=bBB{Wf&fUp;=6Cg~W;wBR#Xb{ZY z>_(mX`bO>^Fx!pc_(lyEkRGiBd*l-2ThX^^vxOD_?>%s|Q$3AjP zl)Z*4Jn;7$KnZ6x$TsEHwp=*(5UyN)3@^U)0-k&BoA}wE`Rn-0zii{)-P?HXo6q9h zxl8PbE-tOO0B6kV&wuAX{=4||KmQI?X%4F^=WylH<81SfM%29^wKkacCbQ8h)acqe zO3L^%h$-ATsbsfs;h_tK09Co{WDG^gaGB_NR0PzEcoTgGl_;2Q7wz^6R!^N{{e@GV z1w3=%94=SN*naVQI8Yjki%S@E``GVx@ivwC7=uc=#%wRj)GD8Di_feO`BN+2`Nbs` zO{5y{TxjW~64p+i;j?5io}%8K!<`#%AwLo_W~lL(Y&1M=RQWSD&S(b^ph%xSaU-b^ zK!@e=!#1h%YtLTdcuG2E3@D)JBXLQ>EKMLdv*B)aD0S0Gcpe4cq7m-%QF)?FNj z@S3Oc5hdem_jxWNbjIb$-B`%}&Di&VUu^=TPkceJ34QpG)Ky_5YsI)6l zak>pkyOQO^GqWT~s-uLDK>+=f>(;}%G+JZ6UdMc^jtX_T;kJV%WU7vdDYLJ7Z{sH0 z>XO!|5m2EOMtm*nzh|WH;`L1I_himbhASp^5xo=MOqs=9wkNp1lu(s82q zs@Yi4?R3P^o=a3J6FO3ab33w=k@fJG@w2Uw=>+Q+9>L<$GOoV-947rPP^selh0AES zmsw2MOviq`@xIV0&Ru#Gi%Y9`{rlf$#%i@%#e1H5KVE+E`#9LV>5@Y-BMJ*^=Wzbw zWo+Dd9amp`j`z&+`gy$j$3BkT%{#bx^;JUPyzi6Jf>ACAw+CA0pTW~Wa*GaLU*z^nQ+q8^Ck=yrUqQXS%TC>}=uzDG?5`hn34nWXgm1WCIA$$s`ytHo!KsZJXStFe*ZD`4FEt zq*U|)Z04Epn2qrQ-Wsj3Q%Q^o%ZyP@glNJPasHDK;5>H+Xzs__W|0VuuAow>qg*Ll zaUUm6mOCfc1|{xT)$j*Vf+G~Z3At}QZ{rKr{)f+XdgGXN-(v{IP4!Fne3ohouXQvvi>*k1(jnw)z~@II2VyB-LzLZ9OFX-5Oji-KRoF35aXziyUx**m;J32b#5*5YeK-8)-wW4*^8cJni;E>ZZ#B`dmwg;8x zSo*8jLgQ_U*i+>Mm~tn^BX-sIxK*-EP8c-htqreJo!Va7tUuxo^11dr+H(umdCD_h zYb6H&Q-*4PZyS@z$X}hFgT~<0Tp3TEZ?kRW3{P%w?S3C`ZuC8Xpv0cJx#a*vCy-`= z)n*6l7cOCLuHz5&>68rs+iPb25J;O_=QVdxEA8zkA9)hft9S6+H=f0> z|DC^w{heJjnk^P3d;a<7@v)D70`*cEzx#!M&i0Ey*71l$2Cc3PpZUD6!I?l>FRZtx zwWo_phLz5OdaZ$r7cZhwZ*ZB9L{Oad;*rk1&6QwDRt8-EaG}Y=1+2Nl+m_ds(C_Wx zvC}K~#Sc7vd7?P247rv%G$LX5&Rgg{&DJEif%`MHjP3n_mLb|MZOl;6W*D|2~X>zums z1K3(&rK2FyjYIB$ClU5b6K8*&B0v4hQ=8$KSXLm|mJV3fN6twIVTp;JgYyG*Xbh~R z#K329Gy~jnZi^_NlzwVq2u0;1fQfwD+@8|Z?o!(%h{*R^^>WhsnV{F*N3Au7W-^an z_rUrez9+dA_8SfcQAuF@a()nZm2wo~TmaEx$AN-Cs*>(0p;Hcg(#($AM1(r0%KlwB zPf~?oU(k>^$0v+sIWt*!Z=EVWHDPk{DDfB^YAQ4!Rii2bc~=$cd7lGU*i(Ei7S7we!?MoV38`%+ro_MSuV?x5iV< z*BT@`<7nS@eY85uIRD7HFIS-ZO0@+027}%K#)BPlL81n3&S!AJm2yB=t+|Bee4D}I z>6o;Q#%NS4IJ3NnW+~y)ij2o?3SBasz#HWXx?Eyy94XDAXWj1&F*YUdGmSFdO&CKt zvzYPwdA-pY)M#OOad{QDxxHfUquF%*%sDoER8zjUw>P6wYFnhx24aKH zt07^rlX9hGjc{7RaF`&OCOn`d(nG>=32)94FXDs!Jq}P;R!^}|9vr&Y?{{&3^FA82 z2I}>OKYoaY*YEdOEwhqVLJo-aQ>LC;WiJ$~;RhwtP-7D&3f`#U*a7Qk7nI2i9&yS8U9wb&A%^hAebxTXjXf|40BTO_ds^_M< zCQ@}Lq|ye0MW?`mbP;9B)8w3*Z33^Ft8{qolxvZsF3i|_@on?$q2>V&6+jRvg#ZKy zDE7>>poy|Tj1$nyra8vr9HWUwW9}3htp(T8C!lEF8RUT1*kGP0KI0+QR@dx7m{yp^ zML`SEd8#EE!y%8?WHM%lk6J|;XCtPO&VUG|@PU&Du|jUCNO(83v7_(S#sgQjRy9&W z_jLToiHQz1_FA>^nSL6DVK&9B9pJV8X;f=fG)gU$lM;U{Q#po{9{)G!9br7|^Yhy0 zAyB|N;+n-96Vw}J%ys6`PM3T?cv8D%YHjW^g)T5BrF#;{AsfV>EE_TX%sP(=19Uv!P9#V>rzmqlKWi!|tEMY`*-2Bu2LJGFo9rI3GyUEV zK8@DmGpKjJM{j-pOkQIBf+(83*32|;C)hcY+uXYf8w!4Tv)Cm zCk+e|VahXH-RR;^U*7SyQZym7YkOsdYjW3mCiIAAx}OQzEnz{?!X#m-Q!8tz_fur| z_82_lK-6Wlh{{SLXmssLc>#mr(9&$PDgT_Po#QQ{ZugPuuAd9C$Nj#>&dwpmlc}$t zjRm`uQ2YqM$fh1(RVvWqBv!EHI|3NFYzf&G3VcfyluK3KU&GOWX@15DtDQYJk5hTu zijq!q7NR36AJqch+w9}UjRW*a#o5gZ9q?4M{>-@sp1jbusK48a*Ea|Fkty^|bq041p2w}5ub@#aVRv^IS;8xUxNm%a6VX^-3N2G{@2Y0k6}Ar6nth zlmL}lg&l1AJ)5x!DKL+@t3oa3W>|h5i@G&CxTO?pr_Nw~{T$wW<248NB`y;d=lm@o zmXNLBy8S7OQ&nr0l1tYum+QO+C{QES|4zMwhtDnIC(oTj@7vE|>V7zl&WZuc;|G?=OpWtxR#-0gGkVS< zR{SU?>OUX=fifYWH*pfB_+UP8)QFx<00*CC*XS&r!ovI#Hg4a*=GF!(qP<&Hkg`zOzA7Myfph+6N2m}xE19^iU*qQg%|+;3hxKS88Utd_3T zSIV*x`wWfdJb&*|caLlI3z`eZ23*bj)Uh#qDXDnQs&E}yZ}D|(ZG9*gp%(?3!%5D* zO5*%VOMlnC{D2aA%*c2Ei$(S+pN0I{oP9_FG49^F$>pyJ>wb{JeH+VX&Y?dXpxZlQ zP+*!@u-K|#VQ~Sal1)U=J&eZ#jD}qdy9e9~nc@$QT~vaynP9kg7vtV8>qul-$puqx z{VIiar-M_~1rD}rwYsf4?++oNL5Y00qoZhii}_*Ym?6@BGb6F?>5!9w1frDF1g%nr zWLiobwh6m+Y62%U)yns6Ym&BT^cc<{uyc+3`%5?D~LwUFw4_ySHtS^;ag zT)${-i(}2zYBk;yG+tZx@8IUO@4K=SClW4zl}`j%+x6(Xo$77?GQd|G{)00`&BISm{9(oTm)O=Pq7GT zI?^dpWuZWWR;`Bf7armSD$hkqWAdV7IM^wm_OlN)&SHuR`cs3kN{%HhLfN+rrs8!o z9QDyXIzT=e_~b!h&7QE18D!BG%x<>Y*grbL?&dvA#{&njx!smg`O4ctGfu`mT$tLc=oH~IF3ouN^nh`&823TcP+iV)O^62(#Yc8(Iq5H~Qk6+k~ zsnGI*5ezkL#;M~MC~(rY(oK9&myJpnRCJJ;8G(}cP%qFwt;0l%oDA2^YcF$45-kU+ z4%iW+yVMhuf+=GuGu*a9GOUGV<^+cFsD3!6AJTzF?@6p7RjxgR2)iiP7g???0RSOy z*10j(Sr^*#Oo@d3T;`wGm^iCpH~^q*6V+0-=N8dfSi#)fB5!^^?2HwZ;~T=(nO$yclDS($ z)N(CepUNSkOnB!5xrzyfcFuF_2s10hdwC-Ama!A=M@s6H9V zC4x+fDVi07GBI#CL!0^RBOlBj*jCLkryzHNC9Blyno_f|)RJrPsj zg#^wAoKAR868K8?jGnnc!b{XjidNfnRrC(_p;RAAPf;-$ z{`$v%0((bCoMj#jN7(NkVKnHXNp-ZGiOHDiy0^cJKmN{_v9x>!r`AqmW8)6~%CtUU*y(z>gIR^DR6|m&V@hC6K15?- z9^O{wFB-9fGAKU_RKm5RjJFz*!NoImtD{FU0L3;EC|-AQ8>M_ z>HulWT;Vawr(BCXosJoJ9t}pE0VJjh`9HiprxUiPw#M2r$TAMlLTOaYoGF~{kv@RI zOnb^Gc_B96gK*9-@P3O435xi?@QP_Xk}xrzIVk!zaDs-MXpmcT8Db-TQ64sI;0c}V z9LF?UBR)hPf*80y-JQ-Ne&Msf!r9s{e&Hq#yNB4>-NxGLN-=;GfR=!ma)lMp;o2Wh zrXx(pM5P__{Ef#MhI!`ZBXi6j%BUUL0Nj^lI9sTtt)K%?9jGh1R<@6O!eVT;mN;eq zN0@>3d`($&&I%_xP~7=tWH*$s9P$Z^l#u|X==-qdj{@cvmT)*2azcq{|GlFf)SGQI znsexO4_VP&&a1*uN8=sOzX-GOGbr1TH}~xui(rp@P6=aH1e)C%Ah2aLouZt$5)8+d z%n?8m&(4UKz|7(>#tAA*t3~(2>3GNh6WQf*t%4`X3voms{t;@4;@lxl5e3)N~B z&L|T*lBoTY;ehQMou|~Eu}}70S@3e>#(maK7>}vVUKwdQji?FM-ykh60xn52p;oc1 zP0|ygwL|_Vof8yrbBUn}t>xr-B;{{h*>JU-V!qbomaUy;ijrxgU9O;%moQhF1IU)- zncEL^mNr>et5K_Al5sYV0e-q)PQDBqNEy5g+h9}l&a@Z9@#QYa&^@}3+c);HdFL7@Hmjuym)r8Vk0!jvIi_W`@1um7d$O6%0}P0bK5z5vYlP66|}F5QBH~2W`48}0KD_; zY2w7;u!forSXxMy)-wrpPq6hX6krZWlw&fq*VoErrE@j{wQ9u%kGWM9ro;EbZC(HX zAOJ~3K~$KWVu^A;IgH-;))8alt5fe_l5B|_^`g))iAjE}IlHNgJ%P5!ucl)FT-4vFTB$>G7i z4gB5n(AqfK-}EAb!_kOarQID9@_(1JigUyuNE7sq_OZP|>i0)(6KSZ-uEE?FYFLbn z9I>5^8|dy;J)?oqNgwbZ-_RbpHgNrn1318$^>l*id>^W24-5X?l-gHqW0;dcUgGB@ zm43QkW;f6QJ02pTl91dfmUC8{gi4%aGO=X~y?zh1=7c|!N6Nj{p`7|mGlN#Sb|Qf( zw?dh9yeONWR%#gc`%IZiNsX83Ryk*2xws~`0iE(C4ay0qDMw`wPJSTrX{SaW>KBc3 z$cXZ!(iDSHkF%LS>}9`4x%PbYmO^@0ShXZWy?(p6q0E_k(v!@&jg8%@^f>S8~fvXhg4-YLUL_jJ59Avw= zWe#PI9BNMo?qD$Fk`pSwsaEU!zMY*Nre+$1cAebv+1WMiJ2=EgiaeWZ%|qQqQVU+t z{jxA=mN^htdti~;HPHt$XzyJ3I(F8na7}P?9eVWo)=0|b7c+kt%03n7NuE_cX-oYy zN|h!adiZg!9XH&W(u${2(8hg+S%o@xtv)TAgAx@4T&}L3!J99?j(a!uaQ$9}4}a(> z%rCE_cJFN@-3gYLI!M%*KcA`;4V2OCb}>jwEP&eW_K}nLD5+bIrntYkX_cx|g#(PS zac~4;-PMVHuS?iDA|_CVR;`I-m@>F0rwa`VDQkc9CqItKG{={|{I76ubb!PCU97II z;I%hi!Tt!;c3J+27Vcg)^KaF+sWvsVtA!NGIv_{+Qf5|ePBboEzQT?g3Ac{B zRHijW|L`8Vd$%}9e(KysJkdFi?mKVd{yT4B_ppZxm)?c>wbL+_1l_GoU@}H`JjTEM z);DmqcYtZ4T{gzGq@^>C*db5MMQ5_X-PvTk*YX z*I%8O36$)pl@e&`?~Xb!uUr=dYd3AV)|A&50l+l=^mSy%DFa3z!Fb$fh8MD^2ev8x zndsu!&t_kPLmz&ZIp$V;tytVxm_D*M;eavYk^x1rWff@djvB5!LqSFUg9MhrM+nuw zGfoWzXmO6I3U)vQmFXiCFs!dXgzbB`@!U8564_+Hi)sI07h}%Ki-DH1H|wiVBH;eU z4ZQirtIUETyO`(kJ&AazqjoE~hABp)&KcJ_jGYyFOM)1(PkLKB#hqi^*yJ*n{?Rr2 zmF&-O`KRWLuXb5(0%eJXFxO~7<&QY!7#Syp`K3iJaU#Lm@qhsMF?Xh*K)BiJ@HGio zVu5G^I%c#Lgn`j{_JF+XW<8O&QBKOSNPyh-jG=N@# z?k2lAv>8bp4viwIg*FmDj3m<^kj(TyWHNoz`UCVq8jYyYa3pbN#Ia_x*<`ax^oB+O zg{9Wa%02dYi_7lyd)@s-Cb}sF3_w*b5%2l)<=%78J%`GU*x#NbO)jEpz2O2H5zy^& zhS_TBMV+bmLhSm& zg|kwnee2HsRyz~1Zzr%#;0B#rgN-hV*&IccxHv%*ew(75Ws;}pJa_SGDngFo8WS#R zDEp(smdUN?`+?n|?XncFKKl3rJby~=UR!MGNNs5~2~!h`w5+i#7d+I%x1irO6w%dh*3g+@5*@6_CfbPy*R_Ck3PoB zofft?_t=)%u4Q}l`*Z$z%UV`-2=IOWWP>NT*II!9oq4(%D^g#jZuvE)dUKhT z0#V-Pc+2IYCIG(vS0YUoc|J`Qj5vY}dy^GaV|D?OLJ&K12-nOuE>7M@@;%?<&lTTD zFoml(soSJFoie@B}VDY1j7j@w`R<3GC2O0;UrsjS{Mb+0SMyj&eK+|=ABKlM4nG+!?Yn$JX zUso(5TmYoKW3g~b2wvsU+Cb5}j{4`Sc1f_h@(24>EQy0REIfO{NPmwNOC_%bqlvw4 z_Qv4lSMTBJv!|%f&$xm?fC^FU-664dyYh@R$d|1T^}_XNos0Ej^Y@JZnh~)e^_bP? z&p%OH27O3>!N|4I&yo0vS&odxv^uVRhQCk?J-?}=D%F7_?ghWvyz06$2lG3gg&Q9 zk3Z+~@`Bs22HhUEHb=M|lcmtgGc4lqSLuB1T@CvNn2F`)u_@rQr-Pw?S~AMv{S=;22=JbZ?&?S0H??v!pHU@@$sK*zR2Tp%x(Sc2y% zQA9&KNN5RB;Y(%DFc`F2;@Pu@>=Z)tq~Ml{np=)&Zj%GtCNtzQg6}xL>7_RDGvO>L!J8JQQ zu0^P~mddpzrmnp(rocN^9vdF`y-NypbI6UcA7kAAf+wVgkp{O8BhPN_|M@D`6)%1{}p6 zWQ$AMD3B_l5A3}?vnE467>TIv)`LAt_YXxA)lkyJArzLZ#;Ib|GT0m-LS}H3e zjJEsQ?$(aeJ3^>L(mg%;_+y-$ojUy!Yeh_r68#AaDU)C&t;y;10;k8vm`|skMWNTG z>_sCkDEcg%TZ3t|P+ZsY=EbayGEMZ^JK$wml}M?_RGBQ&uGpd~dlEdSyej%y?qnkN zh}to8F^Ux8`y;&k`j@!czpPdmU!K8Q5-v@7T<6m>7E2zs_F-0IT)udO)8iMSjnu~0 z)+XBR1GXY{z2X%Y8|lm_iwUz9%4OLUx3-q;3LifG%;`W?g+J37RH`ey{nnRI6cwK# z4PefO`4+FFC!c+SA0Pf7Xm>a8>BkRHR&xPIB7s5HBua&SoH7fTEwz(G+Ey~&TWG&A zRLC)oX+mShYWHveWhbx1ra3U^=x5uRaXJE39j?tdpo8WDY49j(M!~H{erjD**G>|= z_Ue6XZ|&jmlLuH)+XJ%*YqoKuv7HwM=Bo-@{Sn8vTf;s~?ko!nn`4z80CkGx;v8u; zhbb3axGLxzq8g5M*Geo_3PsqDXDd4x#a6d-b zY97XvcoiXUB!H;XaV_SHGVV*dmZiml-HAH~>5R*{xGmKC=5L57wTcbfM%-h4QMb7# ztA?HWr!Y7#=Z|AM2#8^$mInQw@h}cDmn;X%7ZtdmE@*k8>Ll?iCjg)?Fw4elZGkA9qRNn4yJ2b9%X$%I9aC zgcs$~S2C39=;xGL_epT;g`R|cl9xRc1!-4w{B`q&k$12xGNC0WuF7v!y&KX4m?O<< zWYlj=EGPEVEu82jqufq_rbD(ho&v_iJfzIlS&=rrh ztE*F(Ar3&5`62Vy&y^&>xXAJ8Nf+rc^usB#erH&EVC_ZqYwg1 z>#f)CIRV4vN-TZA4478d!olti2CWu8Ied=se9l1+J##`f2wkRtgjgK2>C9DD=dSur z7D??^?kI7s92b{k7Ly~k0R=ZBk;+j+TKWYN9n^cQCJ5~dJ;W|r^0A{KMBqmexCv*(YyHKJKx4=dzTS= zvUHlyX54l{71vU9GBiM^ePA}5VSDd3SJJ5BK3~kSELQmJi0!wPeSgvq+ae>WtD((?oYz}%jJbHoI zyg+Yj5BTG4@|Vkk*8mBm(kOlZFTRh>%}vZ^b3A+Y3{Rds!NJWt68yW05(R{-W#I*@ z^cfhb_|w@#tP#=(QQEwbKI>2sZuUe{f9=J^NjR^f7Bc$tYcIWoo81AzI7Vibl=i3GHv-Tx}ue1;MdtFS&EiB8z z?-%Rki4b$G?~<_y@zr4G^E8MWe~uE?pz{$55-`#V;VVt>=QL#Z^Q`!oWdMz1;ODM> zEe^~SOtcZz*6SLO$m_)k+Z*d3SgWySm|J?iwag`AfDmn)6N7q< zPfw2cw^)2Iafu+s3Y7E`RhtqvI?r9pSoGX%n5R0vh(cs-j#bghW{eiiI86fL3@TA! zVOO9_i&Uf@-7}?hq($v)N$O){L?M9nr=+YgX>-*?iG=6!Ru?yJ-^1-!-e6%=%r9|5 z%($Z`+)`F9S1fY3IT|7vpP(*g92eOo*?tbu@AomaCGX?ZCrzvf+TS#8;`T;su>bld zs-2BU;My`1^~vK?=NjbQ9o+X=_d#`|5ava^Mm2ZQ5urA__kR9EY;NshIweuSm1`lY zolvF~eKIW+>b~o3;!I#)IPD1+TWPVDK}TZXcK1>9U}>;DnjInN3mK z+!w{%N4WcP0?*REs$hEHfAXJqM?-9n4$vFz;Mv0uFd@Ah(#5Hq29*juyEc*y0^EmQLeBcX1=lr1XS?C+Y#JqRgP6D zK#DlKM9)=+b;C3Wxe%k|R!tR*-!$AN6)u?$T2><0YN@J~no5}N+AHnUC@Y=patIp{ znhP6Gbif!DGz&d!&EA?YL@`<(7G!vDp9GumLB=C+;j`x&Krde5xY=H53xAgOhRXza2MSR5u2d?SVd zkFy+NiKxDZN{^Bx0x(oVlP|-8O3M9>PLt!8y~xI~ONUPxsxXZT0n=}Z{Q(>WcNO;q3&~ZS+&RxxqUV$4nqd*D99zR7 zM#COg?4KPyXXM+>f9n|_jQ3|5_y2E)FDEs5Zc+B6UJ(-d}N=7a&E*K18g?17O zl>WBb2ickgSQc_6APP+7n`1?`nOPg1;TAt%s%W~k5nM*}=~Y52Rbe;ys<4C>BA!N{ zk$1X0ehem1VAIN+Ljb~J)?U;!Z3Btxfv2%e>Yz?dRo8dE`Axk1%1f}No9pvAfqn~4 zika;Ob?~YfD7id8Lw7L5?!j#?_LdYRvY2JU&*^Xe=C9Ff1GjJA!0mf);=#!g#?{QZ z4;bKL<^1P|S&go(8KlXk3uG+(M;BgVr{CgsD(cx!GlQ+IeT>RKg!(>`{ zVB4P&GNvDX_yOK~@B1j0Q)Y7f+rRVg789SV#pwj?Cl>R@LNFMs*V_}_l? zeJp67DodA#T1Wq+Ru(gSd-8i=)VyXkjC$5@~mYn zzh(ks2Jx5I&gJ!lPb<7$T|Z826bO%62(;H<)7qflq1PSh2xu~+MGk0EXe4p2JcS?8 zJ0Lm-v@+(jaVj3qf`Q1;@({<3@z^w5Aewu2B@9QscJ1p|5GPR#Th9#(Z&B=+Bz3U4 zi{lp&M)onR#-dTRi$Nj7=s4Tn$$h$K{%HClWIT=8ZC%H2L>%w8Tng%{7RAk63qSXQ#~iBT;k5!VPTS zTJj!k3$i{z)m*7^Y-URQR?2SDxvgD>DY~l;s#gy{%Cl+{d;H=Ve)Qo(-oL3$VmR7C zYF8|fN0j>2?3~r-(aD8{4ZnswJ6W8#a$DoY(IW=SlTHT(Y*#vbxAvSrFmumi|B&Jmt<p5V^@&f1K%u*Cw^ z+A(w zZ*xd^71eVBb7IwHr)3^s#CDye!yNjUUO=0xu_;aUS0@}v#e7QXSVZ{vsG z`z{_meBf2J^@eNcf#Ry$luTr0OAaeNXv3Y-KdfH8atP?Sa+WkKbfb$xw-!Yp<{;DO>+LFuqD=Z(#U#ZfCufI(X|$x4 zyQ&N)qwQ9OPEx~kax4os*9KjnGbOD-ZCMJfKlB-SmSE8CFbFYad!%1*!L~W~16UXV zVgOf3ZyX$8*za+L;`Hno)5(M@%qvd%#S+M5{QX44afrs(?+ zW7_ay&dT??7APQOfjSG;0$>&C(k0&W`AnXr;oiK_aLAuei9ZQ)PN~vMz*8z>Rawr+ zbgR|jem7SQp7RKysz7TX-P(hhF)`*?JAj`?!IjxJM*1Lq5I zD^M||gabuN%pX1a4FBza|KFfkS^UoL{XSlQ<1JK0#o|W8{*a$Hv2%*riRyI)WI8^c z@|q{Q{H>cW;d_7n=lH81{sq4EYv1BFh(#r8+?3$2NWxuuG4LE0!ywN z?M@#ib&MzN4foF?62rA3^apk~aeEAjLfs~-r?YbwawE`_Nx}U`?FWu`(@^o($L-@+>Q62!FQD8Q*T{ET z<0r^^5Ald5DGHcqTnc3EHiNem11xDzuS?8lV|2R%R-d2HTrO4uYR7jM)}>FLqQ9@l zaO?4$YsE^u1)(+3b&1elRf~nLywo<+7!&0g`gu}t7R?DGcE?nxqO+T{HhRQh>~&dV zhuRs^ti^V|8-p&YjR9;@vZ8#JgnOc0jP`0`SP^jV1d-v^1@~Y}+d^Xwd>-f#at3#O zaWSj*K#msr@JrSfpN*>(OrA)ak+g%1Gh(F=L&lpUv9?G6_w>0i38Ublm8b`OL8rq6Xr*$DsuAOJ~3K~%Tg7G$G^ zZ7`Wl@adDMsGmK>GHJ6AUs(wt7o`~)GZ1oTNvQ=?b|zS|pdUYnEP>e=A)l{cD8`u2 z*v?Ox588;Du%NHIj!LeF0O0xA30hU<3wLfUkb{ zuYZwUL>_0#W& z+3_>U3j>>4i+tgYVnC#UdqrD>B)6%w2WSP;SVc6Q^%PMUh(hXngQ7}3*A;CQCcG62 zlZ|@l4I+CWnJf{)+(2x6-(ta(Fg@@%L&CM8Q7BQ3Xg~n)VP$S>n(B zpFhTGHs}5&A6xmvKTx)f_DIK7O#gmzz)lf+~pGbFKdN(mziDCM8|>?tc+4zkVOR{sy{OqFq0Qal4)iB(3wBpRX1&*K5|R z@Q+l~NgtDl)r+S-aiO^}7;K?WE&$f4n-D|3tcoz7r4N)gW1) zo7*ti%Ez1A{^Az}RV1F(CtAA9YTD!zYyAA>-n@E=qFOO9vRIX9ryY#i36@KP(`n_B z+d<{5-sqsq3#J~D3~L!^^I;9{Z^ZYE+e}y51NJRS6d@rvD4|@ zum^NKdpTL49UNeDV~Evajw1l&MT;fT`Zq}#=hL!<1uRh z%vQkp#TnY87CLO(6T)iU3~X@-@`xuqko3q`Q6{e7r*pXeERVd4}z)Xm<9j} zMmzAP;zXSE4>q^P~$OST~g8nH9bM4~qzxyrRt9vMCOO!*W z1dT?#s%LZ9r%kQ%wPcq8qTVLncC+#cSbWU{gw>)=;P%AI)5jChjM0Pu3N|YcZIVXZ z;?&C{p)DEvTKc1#`(+%9MElSh0O8K{;0SR2xg3JIYngbSy05<7;rofiOo7!9$7J<2 zj062V zr!J-X-w~!@04L%cQpHwR#WJcS>sm^p0O;yN(ec$+CCq`k)_Ekcmj#wZ;jLaRE6rb^ z)f;ik&*b7%S|zTcJ*tu5+Z*CQfBlLYtP<+b zd0laX81g)oF)SF|IDPS)&&bYTz%7i+`30(r6PU>vT5Jyoj-RY0+rbK|V@_`ax}e6jS_iF(xprXO9N z<8ro)Bew`3alh}10Vat1u`!lGyIY~t83cBS&U4*QWPQ+cq%-_m_q*s4OU@STS+rWL z@aW_BarpFOyz{HSfvx@9%pCmd@B9%K-bwd`1wy|jTmoV zo|h{efA%pBpFhQyzy5ddmA~_w44VJ!2mczMJ@|E7Js=1ai-zpnLd~4wQj&e=>(1AoxS)X4p5akV zso;o;zKMZ&>+U&JyQ6J`6kQkRSU$gyZ&^echVO+>{5`qEOZzUl&o|G!&O#*<+0o+` z{47X7ZZOzDmbMwCrXD*wxF|TGq=9I)v>9`tOz%pEk6Fs+HZ5QPcrYfW)EVi=vmzem z)Rj{K%_`|BO{66xOnARxO2EK^g7TR>T7Eneu9!Nuijj#f6_eUgRjsvN6wyK{Ue;f$ z6H#=46s&G!e#>y1L$yRP9b>_zffdTUbnOLJrN-A{)dt9Fhrjfi3-yj|{#q-TvXI^=<8%volXABn^sUg^hlNUdteBC+H>%bWmYh7_M@!78PEc8?-ja z%CZ9KBj&YG*9nNDXI5LU;M^tJd%J~h0<>jZ$U29>01nF3hgHCkzzmUtAxQ;(1X{fz zwhwM$V{;oxF-Kj@aY+gP*(nEX?M@E^@};H&iqx2kf_v@<{gJC`P%FlA%2j$&alRan zK`t!MPhMcQWVsqVe?DWH{b(>`OSkc4>{}P~nXw?&qGFLhVqp=Dnvy`W#4KK{*b=bQ z>frg)N7%ph687%g;ltT25OGFP>pq0N|NP`RW*3KIXc*SI6(47&VspPAfk=Y(lYJEn zKp8)7>J~w)6-z-{oigx5Puo%QE7Tn)RAi(*toEQ1SrgS;m4miQ9)EVJ3r$dOKaMAayh{lZXaNul=6Ey z7D>s~8sj-}30FDDuJk|skNyDfKllvy-~1BZeDe)n`@|aQcU!zyQ-7thb~@ZgPJmC& z%!$jf(={RX#=(tS?2kUaILE^eKgL(T_H_=nD^gT4?%7pE5fT(0(~4V_ScI~ZWB1LdoN0uYbTug>aCaXyT9`5cw=J+ix=m}1|6p-0=IW)53)a( zSnb()t5f^js$5`IECLt|WfTUR$uOaGZdG!uD0Q=qyglUpeF|z9voWxoh=+3Ot8zy7 z54{jC({vqmKaoH_upZ-tHT*r$>wU0jD$incul05%>w$srdGei@sboz^^7IV%!hRaN z*=SpL)k&ikfZ@xcMy;2Tx^o8+ImEX)MwzIu)M}C+B~(^=Wr-eaMYLG<<6gJV_L!|! zS6ULlwrrfM)+P5NpN=oMC5EE4tjnqovoay#l~$`%{7dBd)&a;-eG2l9C#@&dQ=$qVCC@B|J)HoZnl(5Wz+BBe zz+%!~$HA-Vs@`rfn3q;Jifd zh2vqrZlVORuAA|R3V@cSzdsY@Abc)Wjs=`Z!6INAiT{(2L1Sw}ap+-oPo464TO|pU zZdZYT?#* z;;k#&sVlgoUXCe<9Xl_s+ON48Id9Q9L3#(3>|-|ZNi{ta5-%n;8EYy~`xxm!&{>eB z=;j&!Kcn-!oMC=)hGkWwXEJol3KOY@vg@1?QC3#ca@F`%sx2fHs>Kr1vlqY(-Cx~# z-5G9TxC@*=eah{A3W9k3CfPW>aeMsusnudJbA=7n4$+qIIs&i7S7vwELZ0TXJqJNR zlNb!eY=-autN%ToT7l5xi<`iT&JF$M+A^WLnw~sstXp>~3y`>4;78y47x>Zl{w_mQhdeSF`$CWmpQUD4I3id#n&Ps=tz54j)SRWeld)D0qS3P$X#)K!3K zVEhb{uxVNaD@-9OHi|&+v|afcD1&mh`8?G2ez)NRZ6 zw5K#o>Z?JFewS$Tuf6>>y!F*z!E$_tPv3tJtE$2|u`mFxezMRci!&CSOtsrxZV#af z?)l|~qp&Sz!uDx#%fW=&0!T%;auiak@+9e!lQe22=(by~O^2(P1$z_I{Zb&h6q`Mo zw?vtwHBW)zme3`mBfy|=#y$IFA?fxS zmu!b5COT*(cuWLDG|)U=diu=u<4lQPZ8WG#t`?KT4M0JwkjNRo{&{aC3%|0)Bhyu!-c*t(YwDVzj%Do&FHr;Rg0^9AN*>T?}{k z@!*38n9i4&O~;O|XbpPp4yMaFW~&k(JwL(QcW$5us&b97vMUENMWr|fZ<7S?zWWYt z+`2;~3@qkz7S1Zz&bIPmVC`0m*H4=*Zxik-B^opVxLMl5!TxQ${PHXK?Bfsd(Srx9 zdq6<;oWMDu^V2+n7rCzefBEY+$HvwsZohN~(|L&=&Ck>4NQ|`YNkzhAV#3xT(4^uP zKnId@9`^VThlk57>0J+!(RhMSuh>=9-06q6quJ6#T91$Dc4 z>*d$*_rCH?+#}{yRpQnc@8QA2=dQvOpQTn=ehzr%9F(elq=T?3B6_xM{8?W~qKrlB zt6J6&z|+QH;|6wb+`~&Ry@}yqgWJ#^J$i^IpS+K=<4>`gUvkC8de@&&;s5{hQXQb6 z{2a$Niu)^Y03Ylkino-l^-Eu-j`ledM8-Tg08im=?uF}dKs2UWb&h|+XD;TK#(Igg z9C*D5)gKZDBZ<6y>CLa=<-2borS{0$Vt03lySH~SJ9>ud(IZ?e=lGL{AK)*3_A?fJ zQzk;#@{Etq8tj!C67N)GoemNA_l29EPs;buj7ZVceIHrx;36xgtuR-sy`LHzM z*8-5`DsIZ6s|0qI+y<7R*B`hd09i+(^evU^Zcy-1UJ@Lzys)GDY+{9e@WIam>k_r6 z2piG;p+D0#uyaS1u#jxY0tg_?iML*IkyC&oFCq+-W&f(M)dUPHPdm z4k>i>xManJoD@li7*ivZtBTL`j0NRd3`kbRf?FBvYKCf7A+a;G*wUOV`$)aNCC`jp zODYCK=EPR2>iAal3Inj`nY?cPG54r;js@0gPrHJCI)J*@)Z9W*S~+tBBt!&mDkJrR z+U3NaT`h^}o-1iDAoc|@22@iK=WX?1h-$N za^5+Rz+O`nm2bpfh$hdPFob^XZ&5V6F85M_ZsTnW!Ip#k`Kchx4aL;J?+QVZyqk?s zbe>3w+cA}vWNjKy4}aZ~_=^yWLqpe-S08IOg3SNVuSks+{_6EGY&Puq1L&HbE9(W{ zn##A@x-cD|Ip5SOEb{d;RX1l(A%kxAF`^uP*ZoqU6(t^Z3pPG*R0}_DTJh(eM-zez zP9O!PQVSxJ7!M>=bt!$>xdhwRE4(|mhlCRhsyb3~!Zdo5U@+QZ0Tm^0q^pi6kv@S^4YoL|xXYy_zckaH5K{ve$KJ?1K5~~_qnnl(nQ!&y1sS1M8OxL55a2M^oglqoWOw# zL6l7|iuWy|avF68KuBo(reLF=5432@Iw39Q!;r9^u9bq6_m^{aP#~8C>YsJ$&4u`? z8-89Cu;f`6_uqaS-}~stNJ(dd+7$?BX_G){@85)HamLzExN5ne1d_@co(t~&luik$L2RC14fyd=^ z#!Ak;;X4>@?BMy68+iQ5k1#%cEWF)t)?Jr`tZmhvz2TWf;TQE5qmB#F9=kp$jkqrH z$vIULDH(d}{+noJ2l&_Dd4S23Duoq(@3+5>H(%?bI6c9$Kl3CVcR!roUo=99*Mu1IovPKUxdQWXRcFrMv zARi&gH;|__x0n&DmKbE+?gqyV)#?&9S)fXC-eU`jW6M$)CKXzw1&~Oqn-ulxYwyP~ z8=Mo70D0n2;c6RNl&w8V5!!cZpFeSZpRUDZ&c0RSbQAUh-t(6WXX`7ow-SB0n&Yn$ zMNMF~;d6n`x6C+grGDF@TBh8BN(GZr_K$8W#U^PGv@(=r(n9ftp(0U*dO_}S-Np_? z@eqMu)bcjAeny8UVx!XUx;VLPt(4yp7^7NtF=(p5n8Sl>Uph9TPcU9om@S&;OO#%Q znIcn#?Y4&-;)o|}UvfXQ*7t91Sfx>fwg#(NW(1_gC9-17tPSgW{I5s4;wuV5X=@4F zI)Y{t<*C@VL4EH7LI{tjbG6DZ#Fzr+-|F)&D7rD@5mgN&;|F`?*P6rDd`ItJ9p2lR zChaTUI1+hM^Vx*ykL;%#7~y(``D8lwF131qs9N}%a1aoZcW@=mL%@>Fo+OKt-*rQ9Cc%pzSdg&;;9-*pG!2l@%WOJ zDis8=-X)>AiCTMgQK=OU1idzzGR1a)CdT3FXpoYC(Z%Ct!XLQDlB)9@fT}$UP+zy; zu1*fI_0VS)A$DBJr$e=nP0VK$%~>Zc1Du?DT)@ql#bS($^Ao<9#QW4cKqm2kTLh{p zDvN0P8}UD`b>u`?kCMK^ZB+4r6<@y}}x3hbIgWE5m-5Yvu z;ktG`(uwz5S1U$E6v@Nd1w+g6DQ4pfrXXu8!L?((_F9z{jxQ&eBsoTX9nWZ0TUQmP zzVS(!VKmsqsMkh|RAT2#B-BG@$?mbjtaKJLWOqcKvV<~I|KEH`bVNs?^z>0{SVV8s z?V_DJ$|*B^gtpq$v~DJ4@krBi=?+Hd42HNoKf(0!n3Y#qOfE?=nNAr=&RZP}x;-!8 z*X?wfxj;6m1Psu-QB{+y{z$Np#B_+J&$dZiu}?53#ayDp6Z$@%bEUwxE!)owM?*}f zQ)frFT5zIILTp>xTR1&A#d5LaK#c&MC94Ndd0ibne~iJ-E-W4Fb*MZUIr3|%fIxIo zU;{v4;<;+!T{Em#K~BQa7@u4mJd#Io8woLsXnxm~oE5c@$F44R6^(+45*QCC=$}=) zBRn_yIwi&Q`xocdV{07H)RxDTf==o$r6d}5%D+mi3L0Bdn7*78_|(H?9tLvH`zCaPkF)oj9j$zBL*?Xy0Y)#zi) z=uGeuR!x?g6H(2i7d-Nuj@C;+46ZMzTwi2SpLZ2?joElnX4*)eOcXcOVLj@16J3{x z&T(_~yjs658+~r1o1k@dT6=^30MDP#aePMmeTK}|*xVSPCWnsaFOZHGD5oV3Dqz^{ z$~6cZQll;#Uz5I+`6n6}v^Q~6Yqa-x@$05dthqWt5ahkxKI;CC*IPp}_ikf!Hl~`y*^@?J?j;t#6Bo+k>b;LF1pY zut0@H^#Zww+%f~vs=LD9uHt`XJZxBbu?B)(o3pd6diBRX5&_fW>7103ZNKL_t)dSwR0^67z`q(bJp( z0JY$}E)UWoAh|kqdqZwFq@RoK(T52!Z0Sjb0n3$~iV!)~r(`UyEJUpB_Aj@Buvc}LTBT;_#(yO=e@|`!)>h@S0E&$Gq`v`8M6?{;gx5Z6?W*H%o3(F*z9bj$7#j{=767UvJ1{gs zLRRLr5jx{(ZfdEb!?re->j*Jo5`a{Xx$iRPAY`4c%|JjR2{0#ZPQjY0RXjloXV+8< za_xmfv}&i%(gt*&H&C*SA$yQ&#VWF{KRzh?V9ElI7fHYos4t~>c zzUPTwY~1f!ml&U)Vlf>HfFwy11^WcdbUJd-M4OP@N1(16v04d+zIAY$?SWX+AySa0O`7fNqGKQtaUIfEAbT*X+EV4ZBFzuF zRvM%97q{&AXGGu#9pt3GPiUnVnbD>j%e~n|o2Mk61l3r~hdohg56^fS&*~JHvy#>Q z+X-2dmHas9uwASyg8<4#q2z9B*vDSK&vY`il5%Uil6@d?tPkt7KiC4u_uB?wlal!D z?H%sHJ9_pQ=clI(w9x)H=FK-@@ufs6RGft7InyI2q#LoAG02wZZT>x?=^q{*VYOJ` zl~-PImVfi5cnGKb9x4h{vIXEASyr+#Jz2vQ+>be9sy7{;8yg!K4u`B6K=ZNPayC2M z4p1y{a`X%@-~R$^%gr%%8j*flH(o+v6_!V{;F!o>5}zkFIKqflK%5>Ziy##j1FGV) z778&Q7`&{Z_-3%(vChkydg@e5L@O~y0j}U#-8>&`I7rn-3BvA(*lpa>vsy8GBX9Lt zDW8}nqsiz2#tU7aM~wJ)fk$ym#Y(MHh+bF`F+iUlgA5O+jCW=#Q+3?Q9#F z5yCAYmcn@~`5@!@%Rif? zX!mL*N$~LKDgNZgKg4^_p5m*6ttJyw&y~o{$68l? z;_6nk&o+->VfM+4==KH}Z0+Lm~OK$gi zXQR zi*-Riz1uZgz4+@oPO*43{G8RFuYDt4xF!K({Csy7m4NI2rk`Fdru>mq`J~rub{R1? zf{8==T<8P=5VrA}@yxxLm3sAl5hZ{&uIkCV z5fhBBm0GZbWub9nv!Hr?0#17?$%BvE8 zxHF5|R5EI@G$^S4Q007oEaPn~$vZLBz)nb2&F4-liQAdn=eDyP+k+9_e(P(PzxF2E z0$W+Xl=Ktp_TuaeFP=ZbC20iM(py`47Pe1C*4Ts*sOOVy6Q&-0Yq6?vK6CBVnv;YW zq`9Z`M+0R2JrwB>Y1ZMkYS%IsxH0~$iszItG7=M7vBK1|tZiaMvr9iNQ^oUeF?wg# z_lEIyki@-RVZ&Wd{1xG)AEk*@>Lwuxk<$F#VPl$`e{1 zXl3WjlsswKC7F1 zQ9+`;C(e1JONem0!$N4e@ad$(R4|mtKhDc%s=3LDhW$$n0p$y zE~^rki>XVJkCy0?kW7D*H$iS&vMDnMs+uU>38Tw&h)_aC{eUc1P*cx89fWOc4+q%l zcI7~Fn?D^)bl6lP>f~P1!$rx;_CD_1+i|vY}v7Lt=oW&`zxY)A0n;*^I%8>BTAfyFFAU z^Ffi{Z)@v4&Jz=5CbG^nL8!ul@=Tsu5<+VO(a;B7#_43F3VNmv$V=IMrBcCOUxA@} zC6t`Nf(9riizbnS!UF}q4ImK;Xe9xXTo)9;leJ3VC@Qpba$H!#W(6zPfAbq(#KR9i z!qcZuFr8L-_uX$`a`7C?=g(OQp;#6NqXRf^SoAqlC| zdFXTp==6Gc`t%e0@UQ<2i{*^Pv;M`u_?LL+YhS_F-~G1Vza5J!=)qVSLuQxMZl5?| zvB^`W*{AIuCtEdwzdHmp;ue%7z@qkNTJ;#0YXU-ri`0vuBU-=;%5A&-Z?S56K?WB%Y2M!W=&Xd~Dyyv$ zJKU>TJ7D(aojdsT-}o*3)BpK@V!-|OOZU+qZgCZ|q`k0O;rQq?T$~>(KC&sT+KrTYV~SsulgSkhHr!LmHiOMG9VzW zcGtZcv92UarmCO<3v9Hm*xEI*DCSe{`R?|I z+%h-5yp*cH(3fqT2ww+KxIN#o&+1SY(SIb_V+b{KV$dBDlg=^*SD=kgW9=yf`{T#nsYYjI^fYsm#kTZUR0)%^*qmqo3L4yd5~CM^q; zxpNWfCQi`L7Ow!^}JN3r;05isVX@)Ya+~7xhEC=Y|yN9kb~%BNb_u1A@M${^IP`=VKeiZ=?;WN zX`J~?5Rk+(}s$CsfJ5~29|-s{ga1P=zY*~ImKHjg5I z{qZ%1#J7>6N56Kx(rX-?Gy@Yod_xiu+wPet;MaNNf7=5b?v=#vEtL|lZ4m_?lw5SW zJ#@PrUZ_+JWHGI)(gk%P0(zox&fO zdN_N#Lipt0CG1zL4o*`5tWB|;Pnk-dA!Sv0w&JAfcejtdTX)$%m%Zd=4s*WCqFQ|p zu%^1vC7}0glSlGND*j3)aYfIxdXPFVbsdeYo)AaO9B33CBk{KZipQ~2mE5?#9c(z zi|=uFZy#S6?1*~=ScHg@|I?FWbXz%|eDV<0a^*xb=L-%rZ{OMF-Hnob`Yl4+X>=~m z&pAP)^-Lhk=5Ujr4fXf2h@{xpF+GrJ`88HcrvqS=E?O7dm(Bp6bz+_L`}8cx(yia? zvy}`b{?u+T8oEQ9gx_c{qZT0&0Hpo;>7!5Z_U-|@GU&0v6&Mj^t6 zGp=eUAvtudP?o9wP7lXoxhyc++QQd=3;zIyv4oxv&oDr%-y`r6`o~Tc|~OcqZYjXQn0?lAZ=m3s*u-lds6^- zj!#cR7-vr(;qd84D2gc$`SkRR-7`8H+br6e65zg^ND(85?fRcOVYke^% z^pdL<5JP8VZAPq40`j@Rk;dJ*P__6xCc(cMuMwioW0+z(xqz#k>iV#Le_RJ^TuiU6 zF75(&e^0Ye{4q{!mDo%>qY;CEl@&_UW0qz^!vGnRfP$x$pwAb82l3W_gQFgvnOD!|iy7t33@z$+`&X;*H1B}xrs}pB?&0w0evk`ExxwVbEuf2u&Vu{(s zDUwJbAqFOWeyE3Aw2rTB?}(O?URNmKMaO$$7=S0Ma2nrA+OxT}TJl!DqFP#fRc~$$ z;MOxl^JZhNo7E)l*I0~KJ_1`2>@wr4O zz);eoUpNk>(H$?UkVT?6@yq%Fz52O;sI-;$?t{AuTQWxt*%af6JV=#>lgn!f$r8s*MHeHMWQ=Cm`I$>NMxXi&A@ zCQz13oS!~*wvDwzr$?K6WZsDy&F80ys{3d;BvCWPZhU^?#IYcjAOys0Y;m>U`1zcK z4I(i!rk0EOZ=)wzQuj}#iM$CxvF-e~7F-#&grvSP0+_;KC>3*4UB5Z5y@)NayLSLPZE^4)LL>K_Tzjz7 zA~4cx$1WLp#%>GL4^K!u1q;rhqDDd}ax15 z`n}n{i79j)X(4d}h#a`rOGd0I_@UdRHkz(Uaj;8=5-{wK*edU%2R~!ogCQsGz{$xA zzUG~sZB8i3{*BlX)T_NLN(@Jv=yf|xah%PZ9zeg}6s%e7V!sXHkGLnMfqy{Aq~1@QCFeui$Z zg|qV+tHXcm*ZvLs?at!j;(`-&(rTa{a%$6{q@TODRx4(ObOs%M#-4E_f!mFnx6x|#uquHU zrwi=u-@&`@zKcKm)Bg*Deha_(oBsgIMdgWcdWJCj#frv-3XWA4y>=VR#RQkXc7%o8qY7KuFr@NPQd6yi5_v6PJ_p08(&IBeyQyeFK|RrmdFQDr{PeH? z8h^6AjrnAW*Y4dSx+G@POH|9bV{RllHg@ia|M(2ma)#;joXSoZ^m{Dav>2Z;uo4#p zn`hp2j5{=99j84MMEBwr0T*5bO`$8Nv1dz$#JX8gU;8YCH#P_k9&tf}|Ep?jy3Tdn zaa};%447rbhWCt32>g%fHAW*9-3NnGtz7!$fm=6svA;KPR$sNV=QZSZlNqEtTPQP8 zA~zu(bFGo_GjXic_3K}cS$!;KgNSi_-Hq!9qG&%J4eQ?zYw=+186x5NFw2K}!wCpR zj*UBSqcyyV%cEzQpFf6Oo+F_okouU(QkrP#WEZzw@SN`tHeiwsjK}BF?zh&ix()!z zC6=;T(SA$Se{!Os9&vI$;nc9KFq>Rpb87?LG{JPaz*y{}6aVb4&IgJY2*g#I)5gXQ_HW+Br__c^)_*>H zkCaq}aUJZy!^o~1re62boLch^oqF`F`hyWO8w|IQIDo3=f|r7k0{&3kC4jKLfqoxr zK#vER*Jfhokyih6vG|PpF_*wwpn9UZe<2R#kQF#1}R;cQ6=^aCr2T zDZJCK8GYo{Bn{^)G1yxYAm16>WfrU`4k;DOVo-X2jFDpasTP zYmHA-LNKXx3oBGutt!=x4I=)0rJ2;>p{-HljP#FlmBLh<45ab(%U;C`S0{>ia?>)R z>LPvJsdulVlh@JquWQM$jX$p+7R`X7+4~!Y`zp08P^+Trxi*w(ZrWZn&={#$1toY{ z>CNJYiEdq#$gL`(Mtz@D9slTq_nh4f(aEz8zV?m33v6tJQD_W}dw!HSq!c(8OBVDa z^>p>RP8j7Ipx@sJv&I^)@*j_30CH^bjP(h5CDj-Ns+A^AxcdC4x1TIuMnoGH>Rk9O zV6d@?;l>sp#(t9%>Mp1Mln~yz z3@|ipELI689Y_OpnC4NQwy?c@6B~AyMaEL0eUmL2J2z0zbGOgQTHfxXlcyNAfE8LO z6H35JrbQ>D*eVs3TKXVb9cs78+`1P9_}e4u(|_W@58CxQ?M-avH+?IEbC9SRy{CX{ zIM~9Y&pu$#?Z(b7?;$7Wmz*R~1)i$!G-j-aP_8%$;x(Kmm`pA>IVW|0aQ`kazPNBA zYpL^5cIy8HAN-W)xAUCmcR>_H3IuXsSvlo$V(1J8L)Yq)xA8BrK@8(@3c~=5HNt~F@T1AyD+3BqD;$O8=nPp8vl11bAu#SVpb2njOAPsDp z=H^xWA#D|r4ORs6dHQRTI2HLMbu|j(>>nLQQwOn7UHgi@3tclXi{$Je3recM@SIM# zirncAxes!8XTTK98#j0Ho$pS#YX0`yZ(@7r0Kf8$xAE+=kMR8QCroXnAcvZP2CW>E z`5YCA&<(q&srunA5+uw|;za~WQExC+U#iIxTLa@NSF76h_?@1eI zY3H2$C)Qc-Ete|}z^QG6?uD2IR)zVjV~qU%@Bbs#D|qJ{?_zszgjZj=iT~n1`w8AV zK4RSnnt$PZX|73#Vl?jowsJy;)K*lu^}rQ!2DwGsMuopDyzYa(G%#itpvr*_wBKZ# zIj^01xx&TsXV}`=MSp996N=7ofUK2bxH&}LYvI%PAL6|ae~yJin%vs7>mrFXG=nDsG}##tr^u9@aIt?%E6&QQ<9(-_2>Yh$0V zPQ#h}d0VlG7zpt^P>Q|30xMMbq$#SUNx2s{TDy;cy;T7rh?3**Gv>;Z^q-(wAI9w~ zF7a{f14{hv+`5U)L7RJ`xpG!pJb(XZ$QM&|IvEUuYXMwfCenIyNaCzy>uXx(!cRpx zq1=huA=7>yw<`SNmpl{M>%6hFHPYf4S5RFt#muSh2(P{MEsQ5Mjz0bogWsc<-e#Se z8CgkAk5H_pd?w^V`zLz*bbOB9XbT$~yBJ>*7`0@59$Qxpup)kG!kNf9Of6@Xfd0&F zBz1WLl?Aw4vJ+i`+e<2^ePs-)L42=IODpx7J0o(4My(Y?SXkl=Wfd>;japR zru@?4hA|>AvPE6Xk0xRdQweAwy5|=Q3VMJ?4*BtRZNR-#IQ1KFVwesDusaoqr z!|it-Y6qbBA}LU{9krd#e@gs`%}UHcozKc*2`v-Cl&XQeDzLk`fjVpB_~P8zM%pMp zqU%m`eEA!{hF9Kv2dBqpxI8<-Vm`*~@&u0_{seOdLtP<@^&#M5(q)oiPHt00g$}3e z?#75!!j_o?`XE7;xjiZ9ENB*^>(eocsNm+3;{=regq2#P3t+dscLNt^M>s!v685Dv zMsKJ!HudPPysRYUakc*%b})S|2`sxp8|9SFDJ_0qwZGNR5ADwC;-dLw$dQ{RkLD}m z&DUOCi0&0oTo=$Ko>m>fp&c>+03ZNKL_t&r#RVpb9|%E}Y$d+#dSf|n6eNNZZ1IxN z(<8`)-U?R|HDClp0IFG!cT|Yxit==5fAF|qo`D0Q2`4s;piiic6F2cxvP7x>)(5gq zON(Vah)_B6PsVkCKB3q4m^NmS^o(khyV^~EtEpzYi)LGM%7{<;-irHW!!JBCta z+$NH+oyk&p12TUN)Ds|Kk9#n!Zag`a`R)>ELRqO#l@LB1Z>~BR8xHy!KJlU6D~)!N z3Lbf`)zVKA{gibMj7QiTV@%57%L%&Tr@B}!QIhAdw1?1POLijdPM_aHn-x+X>69HT zsKUjvc8OXFrcAP@K6?6nkN&eRC<&M8HvG5rjEISa?@H!?v ztT@o3K&E7dPr|~79nNPI+>t99HK}QM{6!u{2AF`fWctE4gfBR2BZB?9({`L=*PJK)vvoCy%uU? z=>*ygtMkY{j9`IfogOUH!E2d=iRgxMf4G$X-S%FGCM)B9&j=l}7W*^f`<|_@Ji66Z zxvG#!1&~$hpXjELlb}sp)kAvvlR6Q4tpjQbNjlx5bJW9<1@W97>x_bUP&S zXYl45_c84LEBxfg5Acm|egjpJvc>7^U->2ukDjw*rClyzDF`J6Vyb#CXKeRoNdu$T z!@%@liWSmUhSls68=W>%3Y7B}vR1;NfHC2237|Q6^;K>+B8q*Ux^+eGKVK~Pn%n(0 z)BJgF;|h}W#iHVM@E`oce~%Lqnh#7LEo$s-@9}&mu%p)*@cHC`PgOvcJ)C+=d9BnO zjJMcxo7h9oG3?NFzAOQh>@|S&D%QMjtYOmp#;l{jwp0}ZctrbL)y~4{;^Gt+$A`GF zvw^(pL<^I4hsTa~-yeVc0UnMxbdq>JSl5ox6y;M$Y)$+LHVPC&ajl+7Hx@PskOWDP7%n!Hs4<(dkxZtMX`lZiebmVGMf#vI z>4Sz8H8wQkEEE?IAc&11fJUQNbaz$Pl9gNR5$`>h-Ob%!WLAUGR$W<{84)l1`Eu{M z=bj^lAg$6Si?`>1^zn-7tfw6DGdEfc@@jW19wd>tTZ->HiE||! zQH0-o13M_N{h3$Mx^e|;pVJ?jz(Z}UiQtd~^_s;Qr?hk0gB*$cd5cdo5w5(BlqHw( zeAhTu;tpxag7tci^V1V?{V7*i&&TMG4gkN8UZ;h{a?FexiVH6v-U5NTxIpEZ&lIC+>V`Yh{ggj9AB&JQ; zK1_`-)gZ^ZdTz24vQO7Oh%RPS58vi{b;V zY*SoXFk3F^h=k}yCg)$p430I*YRT_U`b6v|#Ai@1`rFqk6m6pB9Dl_S+OfXUHZc@& zfV1;4s?}865(EII`*3jeHirFethW~E_ims+d=2BXBOE_{fEBfZ*Thh$8SFMdm~3uI zm>EjVht8o|bEtAH0Bt~$zhHjBv1cKBe7=-Us%s#El5x6_XpV9 zzlyVGj}fYMY*TY-;In&cbovm_>3qpp0-o<@oEyY$xJ1+^mMdB9dZw&Zh)9z`7Q43nV~>1((8ZC@N;_GlI4wuS>bHG{)Mu9NRMIlI>>vw~ za%X@+Fppp~-!~sC2ZsjN?>Ud$ML}Los>j1<|E*P_yiYw#;q$86#fMAtA%m4<;%2c%_I@Eo z>}lT?#9XffdXJSJ#dl+)|1NI#nru6*V2kf{c0f4oRd?Fatd*)*cDQ)cVi34mFK~P; zDyfLuDY);m$GuB&L-bIi_5QdJSE+**3t zMW9C1w5Q5thLe>0B@qBS&y38qFF1AX+D}` zfVV?VX^&aA&c*ElnujPzV`oYd?6fsug0rfjq4c?$*HtM=uF^JHX_-ZTRFsma-@3Px zLiKQKi`U>Q_wQqGZx?_2w?DvFfBnD5`N@Ro;Gg;I>v-#@Z{q0(?{HF23CFxFF{O1D zN=#P^%*hsz`qw)h7LQ!a*J!&oQx_Mc2wx3RRb)e!5(yf^Zm*54tsb@pU1qD$nh+<3 z6)PiCm4HD53YN<%2~O3u>UY#!jbl13`+avf2-@8laVyhga*knt7zf)spY2Ifp$)35 zLV*%dN?I)u(PHNq+mC}WbFvhCL$N;YM-0HNqsEZg#;!;Nu=1GA7QBBGK-QwU9Hbhu z2y1*m%G30|I!EJHyxAPCW5~9d3|7cKnpdiu6y4_c9Lx?-_Jd%emZZ-B7AnBXueFd- zWj)!6RU$0|a_#MIn?()9Za3|T&jZ<=hK!M#);MA|+5$4jBmd5GE9V)=aDm#r`P-3! zml!z0H1H9$u-@bRaiOJigSmL|>r{){d@ZgDwtS54xtJ5`=+#c3|9ny6gO8pt1$>`c z=(vj7LT~R7<2QebYhU~lw(q^b0BCKD%FrC4Sg2`SN2=S=KRH+@fShzym;p5f<`CDa zON6h@GPgPYrXQ7yn$iC1pQL_ z{|PHeEi!!u?AF;NOu!Or9q=@%QxAQk6)P}fv0O{LMl>_H>|G;sROb&DIvq33xYdws zgy%D6Q25x_Z)@Qq^kuAA&tM3NI&UGkHfHCZfpQy*ZhwTG;Wiet2~LlXxD|9X^2{71 zOTlXI8lM4JjZsiM#rikGXkl%vAdC%hYoPPJ;&_MRkd-5rLV<3(EA0}E_#5%ukyZ?+ z#lMt4K`fRMTUCULC8oBVGwwn5 z-kR)7URSXdH(b)qwt3+#F)*j2jlHPFeI(8sOFdaJU6%akBbp`OaWd$k>GO%9Y=Obn zwj@fmqPE$g%IyLhXm1P-FT0kF03xT3H&acd#MPyV5CMZsbjkwMc#CbYor{(HO<46#-Pz0RfR zrWw@YkE%hDW)|Nm>$yn?7mX2B$J|nBlW|f=4>FxgtU|k9>il=jYe_@G!TI?77?bg- z2wOoaCUm$BhSFQL`MD95shtK8E{?B^mDwlh;ejfl(^=qm*_|4npW^swgdD&J3Bk&WQQv4 zZS|42Ad@NhRn5XSUajqHf2I4>>3Xf!>a}Y{lE8wePoIgqKvnbWhSf@{Eoeu2CIwI9 z@mTZ^xN201zz|XV)@ufR0!s9It2wyX!)%6w&5NRd)JAFLCY06&xJy;r(}i#^Y93OZ>tA{crHgU-?!1{y+K8@n?Vh zhxp*lAL7B$5&U3?s#Rdv>nj_@V@B%rvl$D+F)&eAIA1xOOjhXQ1g+4?YWA;zGIDr8VA>I;g!#PiQJR9 zts#!_MzWS#BeHd>u|w>N%NSJ9&?D^yX`hv#$umH)U@zsh%3Q+PRhX#eO9`e=7s4Dj;2EeiB+ z-NyKXkFaWY(0}PgrUaGB&}^9B#`cMP=HSBDv_Df%F14u8y!6EI`2-ecUI>Y{-^lNG zF1DEB$y$51V>^fbq}?5&YHy>ipD4>v!B#qx$tS%a4G@R@gFX%p576J*!R=f3@X-fv z;k$qR|Ka@U1C+}J)8!xj>|M;x$3)4}Vwl6`=+iYEJ$cL^pO4i@nb&Q$NfS`9ToAiy z&L99?^PtxkOIUlwoMmY-cWj{*pgZl|Ui$wT7<92AMsf)f#hatucFcfv8FPd7@g<3y zR<_@5=r^Ixn5T9RHs+?y>5cXp2V2ht@3)cZ6MrkDJtgGs8u|OVCjC4zgYCUlJ1Mep zeOlTXBbl|H$I zc%snr=^dzIPAnJ#5J+^HUZq2Aji*ll-(hE^t!@Ed&M-ZB%GXaUNScSMa>|7$QazxR zTSW&MZ6X&cIL`@cj$3Hkp(nSRDxlkIHRfyNW(O(SnWIoPb5*doj=&XzMAj}Gc^&CU zi@FdozG!6empohoBjRhMzcsRFmL4VkJg1_7rUgqjKht#=CVZUh#TfIsiG4IP0sUFa zP{gc&o}Lua;%xjVJG4@cn{Dt8NvU0XQb`14!ac1?X*~9E$0}YDF=0^^)EYph4cKdx z(d;kP4I~q`+xR5Sg%=~zx_R^B_+=n~_SDp9_J-#wt2wxE$$9>XkINAM=h5H1_9360 zKE-#x`DZvedd&15T6kp1Rx;>r|Y2&@a)-Bro?emuP!vA!&Ai{$gyG7VDS1mb840{b9nw! zFzfo~IwUB_Zo3vAid_AR%og!Mrr(*JpJ{+sW4V~|rc1(o)VeUA zobdRxTVeyqJ&jC1s#8_S4h*GkTkFH$XK_fy9#YxaIKr&@Kb?*-8z1qSpvpa~@GC{o zYheHA(FfWhVQRBT>)2c&^l*;5fV0Czf?Ers2cO!({hd9wg@W1-J$m>d{_ZCyOna;p z0IHR7(C_wf<=_fe`ly$m1^8+(06;=|l%)4tg;o-4RXnFyl%$9QZ~py3pW86Z>WKY{ zSqx3@TP4&`(d&=^f`d`&596Ss6lMnX^>c7q@}Jps%EC|_tkwn3m)UHN{rx>zKbn}3 zZ6j$tfDa>KG|+vgel*|jV~l_?&6DRO7IAIWiK>=Q0cR~m+R_rmDs3M~Zh#jamc-k> zPwgamP-zEb+*`Ero$Ie~vzAYl4W?($rc8scjpj~LsLJQUV70y$%i!cJaXn zA7im78PNHI|L0%Bcl!9}|Ls3RuLbeH-o08r$33*d}{F#vNKrRV7trdLOzM z%juG7w1G98oJ^X=9uvNN9w*7vr3C z!fKzdO8|Oy)tARo%@>a+9JdX)9E=eSC%bo?2u-(Ge zQ2g2VcK31f#%*?R>2zae6o)o)GdaRbrT_^fTPw8g;^e|y%Z{GIWzFT zTuw14`l455pg=7w#wClLmeNA(l<`B_4mN_?=U*$J(&=;?_lmyPC5MQ?7WpMeW!u@c z$eAxdXdPX_LUauc)T$rTdgOR!E9{up!U&r=n zhuc4B%*eKSGM-{hZ4xBfH+_bBIpaGx*S(KUno^xsUc#PQ4rCjxHPAFu4$MzO+v*9O~KFKV;fyf9QUAG9?jJ-3c=XV3yL zUyq1DZ%hbt!k=Glv%AY)uD(7sf#GLi(&>B4_I9|xmaFEH}k>- z&JxcYVdm@g+4Gbh&ooCB_DaZhI;5VL0LQD#eAr#q`$6L(eSco7c-3=W4{>850gY!* z9`Hu%3<+~4XHf7d7pe^V3$_3%QS*mX{{-E;BteWkJNx?LXSw7fUXt{q5l}R+u9$nL zP0zm5tODfIRl$|I2~_0)hEadxXSdgI#y|<0aOk}^`eevjPcG>_w7KC6ACX}SLaAa< z)JB~`R8uyXaC~-*`E1-!L?w!8zc*q9>-;n3)KZCMvh@__ruJ3(BKGjtN*N1kQzi3^ z4$u11wOaF`RVVst45k8u6I5NMwggj$o}Qm#e160NJ+#4-8vrF4)CbP?oWbN1jox30 z9)S(5GF2KV=FfSE#a1gOej)QU1|;#O4?LhMd0FCw5;mjeTa(Jn>;!EcCvZZW4&&jU zFE^PN)_*1Mw_103t_T^^$K;<>l1)E^`_?&DX|Z}f34e{JV_w&E=#h=yYQ5yDD*>Uz zDk0iF0WoyTC@3MC9sRppN&rPkJb_HcuCgH9KrW|!fYiIlz0#y9&jD1MUz4l=IhZPh zhDj7TIGRid5r3?c1jnKDxRsWDpim|+}CwpDZ)?8 ziScyGU@Ea&TC6bNjVz_We#B1J20RW9cd=SlOp&K`G+Qk3(St{r&KJ0K_dZ_x!k6*z z!G{QoDfahw(IM@HTJ&yq_pYMX>)_<%i0O|Mv=se5cKUsMIG?lNUmX<9&-7Qg#VDj6 zWM(}Vh2_#3z$jbF+PxGE4AD_jwK*U<4EOHd#qHZS@$iF3>`q|8Z(*P#?Qsyd1)3WK zGRtmJF>6fh5bd5=pc1k@MQ;v?U^(%OE_4s2RspBl4=bu9>T59EPMb}OK>jt>3(rg( zx;M1HOvYz8JwJ)5nm4di4+MAN_;Ag+qX|M{BBb6(#AH1sna-SGEi|{lF~$k?rOEqc zz=BtIkf=s*$?wE7FrL5ZwMG0jJAUJVV~KfYOP4uDWG71o^QUXLjG~`31k_>1r#;vh zXfanZVQ6Edh4i}{pH747bop}sd@AUqjXzd1)4Avy0Y00!x{4P-tC0Eh@uL%5J-mX0 zJ{odUg7oEc5*E_z&tsR^ z1$<#{Y7-P|=E(f0ETDtlLrX@2R3;Cv-@=!__MhO@Fa8F02Q7@cl(@EdfAS>sZ1*Q< zpEJd;^D)OF|cdF*k8dtT4LFxT+FE~DFdoEr)dv=WJ2i$r>?I6V3pcc2Dm$RAd$(IITBjL`bOF(CMyWPdGJ7E0)vN4`d&oCjY)Qv~Y zc9#xI&4D7f!iA`7Wpmge2kF$Y%DEUj!ko22mK#R!*ye$YYn}GAo&Br0GuYxnpJF+y+u**ku4jh>3K(HXEqA zZd`wpBEG3sADa7f3ajH+k=o~)z(^XHrp*jodY`HYlyy`xMXfOt2tVo-e_U56W%;_>2*j6Jyr+o z{bQm_KcC_J{8*pwV;z#LqDDKrVqInfp2u7vRS-~{W0-koL9h9kzu> z;cSlXF7>xbYYYJulyrrnljS%r?!sx$$`+)P_8PHobi590J5bGqjMtD$?I}F2nfO>^ z9&9cSeXA_7PjqYxzfzLdpl`uK%bf-%ISIvT|oD6%1 z>G+&qVEw{x=2TDvqDR+_SD-&lA^_idYOxTxg?qESPFOAl%NslG&ws{ z%PJ4ALQ`~)PA6kjIlCjzB%8BE$0ALz5YOl6qMl-ojWf^LH*_r1n<#jg#U71)EPKOr z-sAx`V&E3zrR-Y8daybDZC{T`-Dc2gMTOW}lPCHqcBwaCy2FfBDTHVRw5Ad$gyqMdunv zAG{5J`iT2?%l0-}l_ry33sDC0>HW_c50^I384JhUgW`{U+>sh=P`e-A#m{W_!l`<@ z)@7r5I;qhIuT@ z=jqkOtw%${Jk#r!z$gS`-U{=LA_T(z+Z^&$xAx+A>Sh}^3pV5l9E{gkYtYx;Q z77mc<2i4Zvl<(_7wTaY8MutBnlXPv@uHV3LaEAqD0}>;h#RyqQc7@a9XR>dR{!C;w zNkJ#5wu9~KF^9Aa$%$Px6=O*F(pwQ#nf$hg8fakc4=tNK&V91*Mw&Uz%`Y7mA*!Iq zgkOJ0Dhq2)l$=c*LvYmx+#7wS%KOdo$)|_F1_vq5bqk7{=ZWOT@xW@*_2UAoGmltB zTU?Q&9X z)yP40u__ZmCYJ?(nO=j-@0TXke6T`PQ2B7R(z|WkLA*B4&yJWT->7bcAfjue_FY$L zI&T6e%5L$dGFuHzrcR%;qd;3y4|0QMKACiVjMT*LH(? zgB=r-a%U9y8k6Y+>sork9V_Z*N%r64VS%t%P)fx^>^wvK%+$|p@-d_?PF8EnWu;Yb z$9?IH_}gCOCF!H8Hw_R85D_X(t{9Yf>}-#?SDQp+2=owTccBbYl1)_kM9-D|YUkh< zUij3l*pqIQs{Ng9j8Bhobace?iF*49Sts>hq6cpE1}vaR%KH`D7PaHP#K$?RW9y@e^FR`%nWxhRcPsZDai_kVbY=(eL2a%{!ou#P{BRA7A;>>$rF879M=~5I_9UoA}JDpT=na0H6QD7xCk- z|9i|M2h_6_CSJubEBhk|+`Dxf?);qli)qetYXt#Sv_^{-W~XPU7E^SI z5i=OFyTxDp_17_>mH?lueuII6&x>PnKlE7ns+#9hrh?pHqGjz0h*pIu-obPH+b>*# z2~P6s3$V!!mLX@tWb-rR&r7WmTo7`p8XT2ovg-^;@sOMu27KoXJ4>*Cj4!5xX4}Mz`Io75QY`2L_<06maym!hlH^yn+lOHsh(26Yg zsY?<=Rcz^lb}@#^oftw4%*pIQT>|Xv=g%rYysOEbM1DrJ{g>}vL$R7*KAG`zt3oUU zJwbv_>BX+F2^E1KdTUO`+8$T8hS;qNT!r*a+aTzSqKY%0r5?<c&v%hL*h0H^wRUl_6G{X;Y$Prau@m#aR+PnS@+PCiVzb z1oYq$M7@qwQr>iwlF0|3DZ5uiJg{TX_H!PN?LUPs@6}&9#Gq69?5JWfBU%_$%R61{ zjCQa%t=Oh7#NeyL>$+xJmXZ%``fT(vTU*<_YF6_aHx94j#+9plU{Nwo)r-Yy!6JMl zdPhJ2CCpg|Ezh&z&Ni+W`zk0VH=ihrJN*vced7%V*M_4J0}E%TBI-vygXA_ql~WQj zqXFr(yWHO>Y=9OAC3PrcpEiA;sdcMW?B@c+rjLQN|L(8w3$J~O>8=E-eEiWPOwJ}4 zj<#|C3tz(bzWL{vkd4;X5PRJ|I|`6MA0-E~vcl(NS?oht*=KeYIvI z=3}Cl_Fox1tGv^_na*a+3USVo*qmu(iB8QGLJqpUct3M8P!zbee-*#;OTUWi!x7&9 z;3Mg4?WR4Bw!U&P#iMtRP|v5>-QU5%ty_5e!=K?#zWEnQ-^>$56R*uq4(&geHIfPl zA{td)I8%b@lw<%x1n%ujiGlI+&$!L~EC%l^+(d2}t%inx{a&s8pLNbci}9A)5u(6q zIcM>#MpB)lL196EOinj|iqw6bzGuKs=Ds7gV>Kt(EN%y%B@z}>ZQ2scKPd5L#duFu;ELN9 zDB5u45^Z0h)25~ckF63|JUxad2cFf6HCvt?Kjrm(>+U^t+CAC*s7-G&#@YA;>vF+s ze!JDd_~;pa{Qd7?aCC;Rz4|Kpqiu}#_VKN6{5e+RF?NbAT;CpHI+^0YSLj{4iff<$ z0^I%~uiu}(^JDzYH~vyAT9xG^dQrMfaH-cSmxb8wsr!r-6QUNTj_F{qjlrPAoZSFc zqU0Y+l&cD@TC7M3kTxAJ0?{c3vGzgwxv&-M#(pmpcGXo66`!vpU`pp)K_a-dsK%3M zt7)3V5Z<-0y|a&^dlzeOjLn+aN%Rrd>l&TG7VjlR;bZ)ku)+jRB~S~A(O7u28Ki-n z_0$hvms-4N&JBA#+hbz#-zZRps4?WSqFG~2$JjFEZ|s(&;}*fk?5P%Z<_sdJd)b2G zn8gY!iYu6PLi1Iaqw=d2YA@@4FdVW~Bn#?tRlVZ)g^Eqw8j6tg7)bavYG%lq?0C^to&Hox4ge%oOHL+>rj zi2n14lnPk!Ngv*js0=l;f|3OgmKgCSrYL!xsUyeh@~Iam*ozp79Y4Uv!p**K6VE;q z0}bBG==kiwj2npBW?8}?1FSUNNqDQjwTq(L=kG6PV=U+A{9c9GufeQR3fZKyaJZ4c zN5ry^ZE(h7T8l zz0~hut^idu;jjQmdr7qkgp)>MO@s{T69|ttb!y+>-fWmqM@Y%OX<3;1IkJUm8&iHi zB4CvDPG@t+sB_*n1NE1_tYE@18YeJn@l~g)5DT;Px1#EI+Pu~xK3A2TbW@)=3+IrJ zywYEdHDrpsvV2+hL)4{~PY0T_z)%#!C#z2NKNVO8<(JcIqJvMwg5+c=C$nt)Vv6 zcU##3C&x#k#H`fI$z;Nn_>yhhI${G<1kCGNy;}X|L&Z z==xinjGA2(9a6-qaEkoWt)sw!=x_bOATAH8Y;-#zBE+J!FMHdd-@^rvw*^`miLf2)OqgMCi+=Hzu> zn@b6rju6?&9@nimc2&0hn#PRFfL@pYW=bw(do|F{QWCMYbSh*h-D^u`Lo8-Sa^5U!lF4|a>_sJ`Za6shJRPA&Q&Ywl|;IRIs=BxEpT2zq58rzi^XZtWy*&~MqqVYJVZEH==qpq2#CC+v59IE=vY9BgpdH-4v;XDc*&=ZDAv*-8{oJ z_{&(PF+Q^WB>+v`C6{8WOJ8$id{W9~-@E*S$o|!8(vnlas_rt%x^oWWnZqCc(Vyc# z`=?*Ui??^t*&U&K^$_^*fe6RN24bH@BB_uNGVKPdI&a22X0K=So-IL3YT@!1gz(Uq zTQ>gcYGpbi^$M-CC+JMh(MO5yvqw1G*+F~v0Nc9zQH{tQY81!nWaLYdXg3^ltqfgw7UldJ2pm;7c#v6fbxxaL}IB zxrHUg2U{cfgI)Ary^m)PKE$p45$@c$!F$z%*#sw5h4XTSX<3mjt&Dx4HUC0e<-Eqr zVY8woqfOxVXta+`r-#L2B7XAPHe8m%Xet!EmiAWB0HK&x6w%vp9ZD~Fh+hYon!6VV z6w-7kgegMI!C36Gy~-v4Irp3%W3iSN5RMVNltWy<&uwspvqZdUpKPr}b)z1i=7F@j zRcaBc%ru{hIzS`GzPMgYJU2+iyf%Bw$n^On{cX3DPjX}sz_~!B zz$pO*7LiBb*I9dwF)%G=7O`lqvTIwKo?@}3*+r3H(~n98Zd?C8`~0@2$I7C`@!3el z*CfrS*sd#MO_V!tXE`zXi0V)CxkHSdmVS;5^v%FXj}%A6B^24YYI7A?$QrY0kr1QyQ+@+|V2n+1m4hZMS=Xn`l+Y(25LIwgb=-Jo`K@%{LcZ z4A$&-Q$o;0dh$ms$XUDl#*$zack3531Y9ZSaoN`8#iKP=m%yScB7UL$i}tg0_ma3t zupi_}t5L~>&*HP>IH7xD2Uip=UEp=J;}djM7SZ--gwg(W4q8u-KEjiaXR@Jl!l5+U ziYUfC_(DZKOqeHA|EswYP652+iC zgDU!*MuSr7KlJyU9wvzal4B>z7>FWtslsFP&J?m`N|b3G#F-#qQOe_8T*N^ul5+I< zNGlZ4NWa0DNq~;aFH}*%N`+y_$}D(fES5TM{+B)Mwdy+g#`4BYf`eN_bl7qXBG9MF z@sfmlsIRK5InZn`*J=%Bbnmn&()hE|G7WQKdr7T*Q_sJy=6nDj6wbHP_vm_DOJ|C( zT8Q31olY@d&9T!Tu>b1T){qbkEC^_%syPa@2n6$e^adlGpM1pPKz1}z5=<5ET3HN~ zD3RL%)6%$nC9b#D$ICmLxsY&hRRTpf3V>1|NtJz0m=%Ot5jstW2{|E9kWv&lJ3AMl zG<2EDMPpb6wZ`!+^=@8Ap;0dpB_rk)2SJ|SyJ9v&5c^4DN^oM~)EB+x;D-ANYtaDc zwz_D!wkW7~oU#xKZhHs{X14o%JbeFsoQ$Wqa{GmBl_t=t<*dSI+9j4TdO^4KfQtG? z+#4z^BzldOCfi==dj~ta_}Z_36(4-~9)9xXn;fW#%5b8HCiF#j>LB~Bh)~MkR*kk_ zV;Z>jzsD9Pr4-6~7EgQn+{}9lUVkRgpV`yHSIoE=kLMVlO|idM@+bVtulyqZ#sB=j z;r$0s#G220eDL7|Jb8MAdoSE$HUFpM8HOQXn{G+P$PA{(kFeeuVXNE2jl(PWU^!() z?9<5{kLxuKx@+tPJ#(CVJ`&F=mlISihiV?t`>1_4(_h;c+~qpa}Y=n4MAcfXCb_7WGt zJmhtDGyN*%I9uL(#ywSrAd zmaMfqk(5T?B$uU%Dng!-I^1?jHIEQm;7Uf*!d*OCHLD~iF2{T(HE zg3dlVS>ccV_^cq|q zhNUX|3sp9MHq$@X01J*K6Jbs>O_% z11#jr`$`wZc^|FWGu(dVDn9)9J-ogeqkaEH7MUKeS9r2o;+@kI{A4`F8|xD9jw`HL z56E-N!MYZp5lV}88t&K80aM~MqB(E*0XqE-it&Vn&lrHGbIj4XT(hkoSBPCIHt?$E z`zE%Y=9D8Lofq5KN(yw;;Tv31vWNFwwPI`uqb#l|I*?66JRnuVeFJF))L7-sc%pS|S&o zl>Qiy3E14sfZ2GHOc>72(`K?s_iU|aFl$j!n}-*+r<^mDh%_pFp7wF7(i1J;68XS+ zRV`xC1nQ|+v4Anj-GafWqK!~=x#dKjZ+WEnITRb9QqUq7wNMa9T&t~j(f~?A>rPZ= zI2Kv2D_EbsrqZ#PxVeO##UW9ue)FL}VJ!!}UfLUcWh7C(4x%)a%mCpw2#PC1t=a?$ zV8{WDc&9fni^ouR;YPtW#1{Nk-1K8kpQX31`KPw*CEJt@rD{G&XOH%G61|p?yyj+Z z6E{yLvx1Htw2`Tv1T2!1t5G~MgawA0HGzb*VB++?kZ3k2`}s%L*QhsddsqAbfshVe_#`Q)>1oH3eVN=hz(L4I#$H>t0-p4W;vJPQ-+`ZmR0$cgf%? zj~sPv+*r2IkjOw@(`)O9RonBiLiQRVQ|LF5j^JE2+3k08?9Cc(Bs{vrbuWYg=kJ1jV+GQjfk%8;Ohhfv&#dx=+AwuySEAW|Ko4GjOUXmN1C zC@V1wR>BGh%s9CulDhPfbVInxnNz#%Mi4c!RbU!wOy@IBTuHEJxV6Or3E+$fOt1E3$kje=8i4)bIti{%vP@}f@Hl^bfeOBCSSgCtL(n}y; zTtSru>7}YYCHoXeQJ-?Dwn?=H3~~s24U$FVNNkN9N>y1G!J;*T6a=W0s%XsY4XrY^ zxHqieB#>z5aALVg*FfS(btOy(5@(~tpXYBOq_1wb$LtBZrh6~Gi1*%l8=c+|_wL?{ zKGN!;$B(*J;YmZ;gKIFWjA|I&929Uhz2MsJv9dU5e|-4xLp*u>aa<0}zIpCE*1aK! zP)6};|6Re6EdRrw1ElZ~8b5^L=WC7UcssP!MuE85|*SoBX>;rJUMlC@`N@GyLJ7{5jrv`h@o| zuV;D4_SNTZFB#RIz_+p%zvSBGdvEjnk5tPTZ8d4y@!UmzJ{pF+arPOT%xu3hI&$on z&-V2!5)#H?NX&+sJkq;cSUU4NZ*&pM+F?Oa&jOIP9yvVbn{14iOyDmb_m{7=#!oIe z8_hi;WU-FKl68!0>^aTxRV^0_OfRVD>)Op7O(HO2m!ldN>SRHJS-pN6pZU}c(bDL3 zaCCfvzkB0DR4?7c=*l(B`|qYIr=6{)nL*>^B|vv|-Y#MEetBa~6!^!UK{#n0$yx&9 zIAw82HXmagpvfTRrj)$Qj-Fz7Jmx*MwSNQt+I6g+eTaTJ!{F*o47LYo@9g1ZIO6uH z<@pTda*bsH-1y!97!QB&w7GL2OUj%a1>P|H4NV@ke5Z5$Mxl(08+qhvODK7r79?qSP7anWx9`|88@c zXIX9IRB5$?y?H=6wavwGL!du`JO}y+BG^ zF?+Duda><88oFMmU_5?oLw}Ohp;<=Mrn;j68oUL)Wn9XcW~KgrBT37X{{}OCGg!L3 z5C1Z%zs)`FGp{TBeI993Lz*vHyyUa?3&g+m6V**|$0jsm75R|0eO!F7Xpc8N3F%W} z#qa!7PYg~42(s(XKfh)9{PQ|a-^~hCWDQu`1A;2}W*bpRuWgU|l8=z^IYFg^eod7_ zN&<;;?#zxS2&GtTChOQUOvpI-jdm4p&#@Q0>>j5vsAHd3 z$O1L?Tqp0@vczJ&7O_jZ7rwx-H^A=h9)>%6xPI#ns!(9Mpyw=buyY;bvuCV)9x53F zKK!eStMrSN^z~PKIAs+xovZmc1{L7*`n$IFLM7|U`se+^v&bGN+3YI}4idcz_Yo7q zn}7U$582|5M6u$2Yl*ndNfWER$}Vx9JD?dL7k%8057wR%KHx1Ksg zL7jG|;8uw9voU{d~=*b=g6skJ1i zXWcRQMSYKEGet>1>0vMt!1`a6l5aq^SHLM9zY>Hw72LJWjX<%&33Zpo?)?0WT_;@Z z-8PZ4B$OIrI}0At|!oB8x z_X%9x!_IaWpL*#9^tuIly)GU+K4Kk}_uhYqSNkp0ot8Mygv8`ZfquqV$#e=DKu6lt zge^u@X#};aHu2@nd4tG?2)Yls%sQ5S(kVLF8ttO&4bZ!D2ivc_hUM8ATJOFAN}cy# z{X9PY);BSlEipW}hI&<_C{HmD=h(Ztk8!!cjr%X-;}73Or(U5d9M+-5%$pYNEp!f3 zqBt6$cjFpdQNy)7&PWiJe%G}X)Gri}DbXM7puTnsk4{f<@7KPDN3$s=AHIdo`C}g2 zVvn>?fUtK3SKfOczj|OAYmAn#7XrJ z%^#uSdv2ww&{F4^ia|-Ua3rSQk`hi!sC=Td)4#Xc1#S##wApsBmcmO<777(HhJ^w@ zL6y=YSQu$ea2DG+6|;m>ZJkylUY1tBkZb_+y+FS~NoGZ^45`UDpDvAa^Z9F1UrRqD z%ffk=Rkia+$`=f1fEEJNok-2R-inZsBA&7Y`kP#b?)G=l9qamaVJj=%P*9l)9cmE=IQZ+E%_T)+7;`aAm)`?$-5+KTFY;_J)-A=zn^a&^{(kHD$_QL(&jv4(H{X2pcy@ zts{jM7jrW`hrJfiXicn^D;5=Aujbf4yoNSe9!9uD3rm*!hLk5q0Kgc$#!_wo6isNj zA?|m{wze^CHV?tgem-Q&Ip5d=Cz%Noap?e!Kytq~LsEl@s6`H;SVi9@%qayJmmgO~ zslGswQ4pd@7tbixIVI2~;)XMuqD?Tt4!KZA_4xR+3?zv8f0C2T^mdV`;!)Ttw+zd# ztIiP2ggxbB9w&uX|0!uRw3HGLEBHXsaad3ifrJdiNOR`G!(IOE_<4TbBWO<~tX`1? zDVP8L^i@zEbTiS#Jq9xIBb(3>neHaJ@RsH1?2JgS&$A?M-8;d5~N(n5p8VbDWfXDdDZgsb8N0 zf1;_YWtUkZvPB}%fGG)q?2i@CF{KCx1t!{_6{}qk=0Ko+u&TWLnl^5(wRS|nN?7+? zVc`n>YK`f1#vlYy2}yT=(?xD!X>syOtuE8^Qm`cdWJ1!f3R^foRZxhm!J6+p}#Ry*9nS zS+>Y?rSD!U_{owmDjpMk+tB?qQkEw0ePgyyHb1QjM?#6LguGg#P4;O{5oo&a#4w<{kXb(6MZFd~2 z2cI0Dvm?X9hmSCsj4|kMVRvU6MX!fn{*^D{Rzy!Fm|cyja%pL*#Qu3Wo= z;qDf``nBJ|zxzM`B{NEhCc3ECTv0k(FL4;I%6el>jS_2@1EDfnEabPC!?#yVU$s6} z>G3S2oq|AJqxW|^=yh7+@RG97_=-XI6`Gr6-PGS;AdtSlHk}?5kaY3hQ;$C}NBBGH z?{20^;-;Z2w5rBvIKuDz>aXF|8#i(M;d>ZQCQQ2}O#;HyDA-yP6`m^nUi3X$oi?v~ zVikPjtsmi=@4SUm0;^nVrOU9LEP=RqhS*ljqEkg%z^6+DbeoSPGP`*cgs8loxe&n^ zFur+~Mhm{6R+d$?E46dlT8AWnuN8cCss*4HTnbD{VPJ-iZ=o#2i6jO|7G){j)@!mJ zt)22t(X6^2LLSt+=J%az{@FNNtd}`#24tHcy*{Omh_odlb+(^0qv)uE`Y;c$x7xdhe##sT9A|X!R`Q$9-raC$0xXPt<8IJ+$XHiqD2B9@d(H4wHO#=_t}}@ zvnH5>tsSh(fb-KcQvZp+7e7gE51dD`vFIZ)S*P2=!IeEcSufGr8erLNqqTbl>+UvA zPtLGE+QG?uiM2mP`}$pk@iUYs57{4m|I>Hz_7DFKufFygj?T|8s@B-Lc@ulDd>$YE z=a{18mSuN<~|BUWRdzV|Kz8w%XM`w||w3LigtgqkSuZ4V5#(P`7!v{oG#YDw$z`YqODREsAFi*dY{RVA)q zK>-^Eoy>Aj1pv3&ZS;uxA9R29v6_G`P=za~~#x-Yk&F^O&(37s;jBQEJ=GFUXk{D6-T)rNOJLa&yJ7zdUtjY(CuwWi&%y* z2*~O(XOt{=jud}r939dv%t)K9G#&JC@W>83o0JN#BWV9}?3C2N--PzeW82VDxf-8s zc`!Uw7l^%nv-{T$%sQoHvg)9imQoZ$!<*10ZcoaSETN1yDz^*Nh3brMmfqXN7$RUv z0UA~sL|WC|5-4qR)A#k7DL4AjV`V;DTrLGrE( zgeY<#A;FaStU|Xk)}5t3=Gtd1{F#sfLKKB?F%U?TEp0AI9VBEg;V$u$C&gN_reR;_ zyho7wf#6dh0JDq%Be3~KCfDitwaluDT@0wlnLky{s<X=1iXvkPPRl$|T=%u+c_Hi2s64lD{$_$!8 zRZ#jPjb3T%HQovrMF=+^PG>M7th`HC(knb19iY24;wtfqh3!gI>p7N-DM}W2lfL1~ zyw7RlbY-Gm3jW0bJnLZu5&@j^h?4aRjT0TL(_R7Wb}wAl#YaffFesJWg0vdZYOfZ@ zV@_O%GDg&D>OJgqdrUW5%@(LzEv##5PY9?;plvZjyVGJ@nO-41X{2L76-~D9)7_qX zL_JxEjTl6*oinM)yNDh;^>HR2brNu+?@?etRbs9PRTT#P0&VAUP5=w_Wp=u9@RY(h z@a=+WicSS4Dd?a!3t1cLkL-m#!OeA9rN9|Yl@6}8XiqTk$CgN5Z2@Io77RiZ{5K=q zrKsoy?F}c8_N7-ogWk@*e6OrxWiTFYwOW-TsWV5~W(;JqRKs#}=i)tUWoHEkYps@2 z#x*>N`)8Aqn<{Af15S>zb{b>UKrR1VxDdFTSe{qZo%fR3v7p=;F+x^L47P^YZuj{f z7hc9?I$JPZ^vB=$4vtUGasB!}TPc3-r5Eu({CEEhfBbL$7~lEUcd=NtuvnEC?d;+A zfBzrh2Y>rx+?&V)AmP$5hmnF%vO)GrWx>p!|B;MRzH0U zuY75r)xN9M3~NY*s-Q}kQcUSyciYsyBljG2V&~OL8_$_pY%Nu%-(yeZ!bO2ur_~|H zx*gJ1K+hp%?G;(-IZa|?9DyjTO7p(kYU8(m>$mU=cWz?x^eNW!Ikz4VlcC@4W2--8 zUuUYmvuGzAdfhHf5N1bw=j}J}&G+8HGwRiJsr@Yiu$EY6ws652@Q`4jir6nCnn~bT ztB~={S_tEL8)Ki?gsjXzZC(goX~s?KVL>^StEz;)L* ztEoCAz&x)B&~F#4Oum|z(ela8s&p)eINy^nXT6bZ>yozfIt%u50pcu=kM9#xl{zI0 z@#nUa8|6QJCr*@HXfuv|_Wp@|=d$~Y2na_en8usZyG`e8&Fq}*tv0rYLk4q~vn6Ka zH@|%q{^|`ZgJ>P`-l+n65pcJ)q&5XLu+j4`V@XxKt^NR8J6BkN$+`Cx$j`tNDEJ*) z70^ifYyb+1TZq2AcZlsf_fap_Os5|Wb};P?FkMm=^%%>YL(C^9xVC$U@#AMWd2)nh zUEQB0Vn-!d^}sCyCev_f~#8Gn_kV&;YrYyMDKhXcfazR zc&WxO@Cf3?SfgLC3 zLzftKq;b)~=f3bY{Pc(46A)k>xHnsth!uY

e{u+zB@*iET3>pH_W}sk{EH!WQuHby(F&tmqvnnv?;st8mN|K5jv#i2^ zJH`9mPQvTXF_VHr8^r0xxz5-KWKgzF3AMQqPR@qW4vD$$3HY%uf8X)X{HZ@bmWkbc zl=%5mcp$}!Lrcj@zXL7u)F{@Y35YnQo1BHR3@cifcmq~>&VXiFk6>B9a+2u5S|2>Y zt7ltZb@$iltJ+rRo$l+U)JVTRO*q=9-Q;9)Z;^2II#g(M(G)EHMty}t3gD`A3btTu zCD5aV?oAKfXcbWD%=@0g#fvxa)gNrQfY%>_dDN)|pCBr#=0LTm-*q3PprY=DS4!WH z^7wSlA(;NRP4pj_<}@{3Whzl?qKa0l%oUU2U<=u(gPFM*zLr*_iOr2Wtjfz)UV{Pm zZ&B5s1g6r4LA^=~A;-)VIJg)N4QmQGlv69dxqI~ZgGhpsClKmY{ozvJpW)BmKe zkZsc3;q8<$GjI9jR5Be^+W0C+Apwm`(2e$iQ)QDlHl`#r`Gf=65}~1Hm~6$n3{CBR*FQDd`CUz#7TgfC`<^6;QlKSdpr7*K(s{G0Xq<+ zPG5xPA3GI{3T_!mQo}(GCF>M;Qs6|bEp*UVs#P@Vb#%KOPR>)FYpLuN!OD-mM}O8? zbz3w5h!#m80kW}TInmTfRE<7|S_;%-k!C=xTH|w|*UxzU>GMqxJZYU1iX{7KN&48V z0H-5fzY%Fa{HF;6%=lc5$4~cUzwbp8^)4SH_*wbmvL_n>L^e9B#=wZ6#u@@XADfH^ zh(>^g{revU{=FXcs;7AGy^C00S;m8BPUHLE`yM{=^Pj?#$w#rV)4>Nma25}pyN^SY z5moVuRK(Dn7fgkemMbMz^L5$*=1)luqcF+;T!C_}&W~j@==iFBXLA)Ri$}0VdzZ~6 z$Q2^D5#d-$V2p@iO3Gq?%=j9ykfp>ahxM&TREFNV_71Yn7Fz(aYYnw&A;Ie9*U*|? z!g}u|+ki9x03ZNKL_t)t1j9wNPJ#NwEY`2RErC=K0p9UpGsY+VPsyCan6akM5cTE^ zgAN?yV0^$y(VzBj2RH{YIC+PC!I$WXFgRzWmp1i3O3jp0i^tI3+7z%W*}p^oL@#9? zIQ%K{K1WFE5wQ!cEyjiq{isb*pq@>l+PJLoD@D!kiM|n7|k+R8TKHIY+07 zj#=)tfhhjvKH$+1-}&|raQ^%;OwG^X8{hd3W>ya3^nEL+m2!OVg%|MHqYvWhjZG{b zKaS149ZcI4hgS|DZ8q_H|NNifXFl~woPYWWX5>(7&|{B1iPIuU{%*xlO1Yp=hGz1mH+nr3r3Br?0UTs6N)NL_6!gSk zu2sWq)gl@8*-@krV3@Q3Dn*5LX=o01x_wud6d^OHZUif&8x}F`QoLbGz69Zp4l2_0 zI63u#-?4b233F33L!Cu{iZMnBClX(UM_AN6RTEMc@S^c)*8Jp zzjv7sU(o;8>M5#K0@6kp4h+lQIN{(4&udpb5Ph0Pw0@j^Tf~fF;4jDKZUdvyCMwlz z3~2H1Fs60zpZe0@O`s?L_)k z!^g!NuFmHud+_%eC;E3w>5StfvUN-ET`mE<>pw}E62WgJ_G4Bn?9LFN!TO%o*w;}HgRtp@ z0MkTAY^1;&jh*#Ne(Zzz)tabddM3rxREpi*U8D&K+tiSa3f#DQ4WnTn8|$mw^GQkm z_STm4^;oo;O;#VL-n`kVDV#oh5R z0T4k$4fZ9}w|aQFD&a`H);TbujfCiANiN8|Luv^DC*+-aV~K@8l$>hSwFTtegy*Ac z2eEL=F6W-=k!V(E@M46%&#Vp`D*sS+h_z9W5Gu^ps|it)$qgRr>bv(NSHX;p<**R4?BlLXZYSp3Wo9gh0ss0b6eBeGt?j6&U&+~@imeulx^d6E1joM0qQZRfoHb+n zei3QDgz4);vxwv!2#{kTiS*`@Q%J7!S@+w}LN`9cy`ZCfo((M?;oYNs&4hkFMDH0V zp!CPiRtI1E+V^qv*aAL~TO2-o1are7p8U{=43YN(orpkJ=}y)rx?jcW3_euSRPI!?cI?)~ctM8+LT4qBXa|e;@VxO1R;kU!vj9 z95{}h8}A1pUQP;2SUPzQo7XO|CV+$F;wNM7+JFdrYD~@X{?=tX!I1!GZdarPg}`Mu z2MV4;?X~MTa^?x_?rtD!@A|Wkdk`x%%pN#~)yr?+mSr6 zCeb6iS7A}nnUdC;Xw5FMOCr5oG<_8ojVFP+;Hn`F7A~#ak17H(Gm|tmzu}`+TI%KX#io=*ky~Y=^0% z=`)Dx_FUfaSvX64zm0q^O)(U2Y}G2!=zxj`Tqd(4sp2}uQK8o)36PH^t@PL0%!_eR zgAM(i){6F@kJx|P6?k0RgR`0Cct^Be-oJ1SFMj`J{L-gCf%6YPirIw~)~0IjZK2zD z4Bn?6e*mXW9K_b`t9a>~Kf+Ia@)P*Xul+jy#XtNBlK+e(O0-x=J*TD6KvVrmu!{oVi>oiD?TTiXbL zwyqzIpBoi#CYx0T3VMS+`u#owZ**UD7EzlV+W;39?RJl2|3s~7$%U#v1Sv=i2>?l| z!mxBejEh+YPLP_Pa~83Wb#@zHmDj}7SBiy^s|6D#IOyy#(fU$WbCkqIr%9NYem@9J zIJ$a~XyL&VBI7CREqi?y=B;#f5m}#`Ikzh-Q!Mw%vGs3m#?BCHis-!+UI>xjU4$mT z2=!;JXXzNxm4S~1jX(eS=j8D?aXJW?rNBlwuU^-0?+58+7ceIW|dU!MNmqMDtHd?OVggM0O% znDKwx7#IoZNoW%YmR)0siwbejk&^-k4^Cs0t+QW!x4VN@tBTvVZm>mHuh+w|BZt`o zwo84+6tI*_n46kJ*`#RHs@Tm&sFzDvoSwn*#1s~%r!hUhg#K`Z$x;n3z4b0`Z0y2R zax_gD-L~|g1!+MMQHgqV{Ik^CGp#a95BKetNb%YM zHiRDMBL@sP={fg&xmM4T7Fx3iL5kcFB{?~_ zz=%Mgau-AN#y;chFv3iRp;Y@#G{55{Gy;#5wyp~5YGD%5jxd(YN3-f4)l{X2jZI}g zAJy}A|Mp}-q<~9 zl&cRv8KZK?R}>$%+Iz}Le-S_-7Q>3@egQxU9qJlD6f9h4m|APo8q!M2UhvIU6I*LH zVY+=BIeMC{Ka->_mDnNA=jD}yICu6Dy!Xzl=(hKKC7-Xj$mO6n0ldnchk7Prj#~BC z`z)87ts(&kjm8A8B??fdThr`Japl$xFPutX83_Q=x~r!Rb|c{aUF)c_PPsma<0XMeQ)!GY?^JmO!4$_>IiKt@EA=KO77nur98;PJ*f&W8gxz%vk<;%Wi)3PYWFuj>V&D5`z8@Oe@2js|S!==!;PbH*6&?}~l#{4! zB0;~?M}b&}y7MMe-)=gek_6pBj#poMAAjbfyLjU9NAb@4@8jaTZ(`8i!NU(djP;!! z=4Kn*PO`fKN3j*d&GYP7kGC-xbn0Ru5~LdZcM@ zs92tvL-7MtM7oc4ktoo<&p(1!}Y)%>&-@fKsUdCE~qw~guL_W-KrJ9$< z-WU7xfM{-;sI$>0e{p1UWIv@L9W6>beB`VgV581}Bwx9VVG_wN)jv=KH~DsBut4PxK>NAZUqIzEz- zxWV6{-h%)b@2*u*+p4l7oEE|MzdRdC{>3f!i95e(wNc)d70wweoP~wYW1WchNanu{ z-d#p9r}3hMBf7eKp;&N~8I+7EWI>f!+|Q_}g9ujm-hHm{WLz1xL|tYjTnJC6P zx;F>k+{Z{(eksz-*}AbENOAWA(`#f=HydWFt~Gym+&dm9awhK2Hskl_CvQak@|0Jr z=#C~w){l{q=P}tLp|4Hcx^MDXo zhEY~9LPaeD^dAMYg{QrTF=Rzsu@5BmQOBN6L@_-JqI!Orx`U4@pSjvB4mz&q*{ao} zQ+C&W8>5?Op+SKLBe_4gprU>&py+Jv#4Qfz=;QE?o#P_w31YlnJUC%Aw2TfNbtj0a z-}~=NX{sjL<6H#e*19cx+lR^~>X4hU5ewJgsQj5hAHy@xJ&G&u zzl|^cn}5x26o2t|{s#WHzyJ4Gzi`kWcs9cP+&mhM1_PGF)*)V7m3k)!Lw*3%14-3* zYISjfl5oO(q2Qf|ExAv^}yvkm(MUU%AQ03U<4lN`Vzs(_|4-rCq!hAmxpSGUT6pi^=qW$ zeC`A1@$7TYVCBF;uEx+A)$8uycmMf6!#BVA0uBhMXpcq``dpPybPr=lh$aZew=GAwR^*Sud zr}I>kpU&~MtU>>`dl^dVHL6XGl%0H@tMH?Xs@ieazoKzjqp))Q>6UPadLp*}N@Lua1kL}F|8Dt6az zqPu;Y88Y!+)!W??_L1wEE))Z+Csgj(u%thwT(W z-M5(F&07Xvc?}qh#uIhx|Ar6?Mv0U^zx>LI_jX;7Gmd zKEz5(3bdt*lJ(rNK&d^+u)|QrvGS~8;EL}%8*%#;{Tz#QA!wawdxeo?)0k*n6`k@x zgc64n4|e;c22MjJXU1Gfgu?V3OeB_Z=M#?)JEpik-CMVJaQX60Jbm~8%1H^YzVa5X zT)2#1{KZe;$;Z#&%Js|m>Q`RC)yo?=ckVupoxbzKAK_O&{TukBFaAE>eeEKidiE(y z%`BlYJBJ4!ejJrr!?mcT70fOyJJxts_-91|&}CEdEo{g$r?j7zSg9Y43b&B;$VFi| zLb-6tA0-w^OVRERUH^0`WmZL6t?@ZV006~~eexmCfl8WSZgvihS`#}vJ7~A}*#4HN zT`oo}ha{8PqzE%HDZ9d3TqMymTbRLGJB!kAACG8`D?F0#Rl&$KXUBDBo^)q0H$-hr*|p02%BTaopv z60n7Fup#$gClvyuRL3MHkw^L{UPnrI1%G}Q;vkZ+$fj~#6-Hnt1fQW1XleCPL{2~| z(CoDs0+68;eH|nHzMkF2VyxZ3fwfjd^^{#Jpt8Dz*x+t5ULT7X2Y&hI=#El!N4n!B z0W6izP-|&_O^J@VYGFA6#o!L-o)=5*ahy7o&z6FV2{TFKR$dp05qC4|T?Kglk;|kH zcx~Zm%ra3qaVv~mr2G<`(s@!0ovlievH*wg`}N}yMn{vGy8`<0AG_;oq2i)_V1-NU z_2yC|p416flA)BbT=23&rj*URD37n$nauTK(T2)BS~*YXf~+1wRO7O_KnzX^^86Ckc~<1RJJis#sZ>K)1V!L9dJH znHjFak$?~>+N%hh}F{VP}H@=`&&N z_Ep%?5UtiEjviRSZS zN*<+c@~AM?o+a3tZvMupq8wNt=TtEjMGR^nqa(Pgnr8S zS!gW7oDHEL5cf$OBnk8DVI;)xI9cYfzD z;n2YYE|AF!+_`xZ|L}kPM|l4EuOp+XUk*I;^oQ`d&wUmPbF;W}^D6$)KluB2{f*bK zv%SX^y_xa=$In$UIa9uCRj{R&8KT?naN@hSz2@k!q-8_S42t@X{T^?GXpJf{{#iK%}5`+3ouJuSmBLn^slD~L^)AK?q{6^1W@2?&e zMRKPn194t)w)KH_?FtgA!{dH)b9)Exy!Sqydin#Ho~+{9wQG3y(k*Ok_fadC*n|DX z?KUpm*g>cFCZ2ibJf42$8B|Rh10?9p&f|e+pTl-{3!`L!!>3Lo@Ar^as(9#`XJ9%# z^gCVj_Bw1=O4pc)K7kdRS>As-drqH*a)OaXt8CDkYoS)IA;}61+dXs{P_~#oaulOl zik)_sE1ay3&TSQCc9I#6NS~yEc7Knb7qy`h*xhJ0vAes6PPfZBfCH7K!tdjq!fB4! zkVyM{+{b&mUuzN=`s)+P0t>OAb4Nv#5JyQ~aOqM&N`M(_!damaNaBx-kXXvWqS_De z*Ou%nZp5op*M_=e7)Qu9(M>8?6rHW^TLt+bpo)z5b}yzIuR4pd&$Y^m;i8NHQfhZB ztu4veXNbnvJu*E#LlY?QqT`3aqDX`%%7qLSJ5R(`HuUzZeYoDU@k_giR(|5oWuNp% zjKJvE<@%ylG64d@vyA6Y6d^?Md%Rzgg}Gxr2op=j&S-vObS%{9L7B4FfnwfuN?FN? zzb<94xEYBNcqXQ?X7Hhpj? zNk)i>5w%St72s$Q_{y@;nhtHeWwvCXY{#__r*~bSCKpDKya4kQf-1+3dqG_?96(AR zPQqrP6I#HGLMNEQhDF%itRJ_6{b?5$$-lLWZg-dOvD4|Ysw*q~@&W?-!#=h;dnol2 zbOt?EPd&JFfPJIeqY;YjZL~^dEX+(}Fz8|{AEG&^!xR|?^%|z9XW0c{d1VEMmKLzN z*TwID`P=9YtIm2Yu?)O8%>)vsvY4G|BWdOwRLNF_BS#LwEFNMscCX#T>aA65GnK0k zlcy|n1-8u_G803|8ziR3nx4}89}8`P86U2nzg#I}dUhJK^YfUTYOwuElDKC+9OcLc zLu_wu;ri8U*ll-2oH6kf{*;9)MfX8^nw=ov2p~$ocvL%Ev_z0xM^8(|hQrq`z0#2b z42&=xtVbb>VAZ2r&b`)%P{vFYP{o93vKpcPvCq5r^VXl+w=r4x04&l_@zoO`tXJwW zPL)+qPwedyKMfqTb&Z(I^t4Z`=mLIAo1p@I`1jG>~WyL6oS z1zfpauXB~#GM&&$Phf%3pwBuN@vqaY%2^E3N-Kr+Hg*1^#f1VsXmtCLbA*sjEnGi+ zxmm@}{M^Uz=l}ZWaPZIq!C@#BZl9cLHL*N9iC2yu!z(X+AB{WP__g2s9c-`Nz~0s_ zdV^iQrctktoqT}QRGfQCVpwsXN>kl#g5h8!9_h}jw_2+@FXdVp{h?Dfo|u@zPk;R9 z@%pPT;p&z5P^q-=#4|sQ2OfMFZ~V!Nc=jXD;rQt%@z(3#=HAMQ)+8P{^C&*@@t?&H zfA|7!-MoeS&wUU-dhsQ!-@bsUW|Q}+c6)?=2DaOD);%K^JViIW|B5 zz~Zshq1HN`F(Ifi`%($qBR3jbBPM1&ntdxII%njZ+lNPuQ~4w92KF45Acfgm8pP{+ zX>X$kd>sI>Fgu9@%ZtbcWRqK9ZFLoY>%aNi==T%M&7I=*sil>9{PL%N4YPBL*lCmH zSP!57w_oCCN%2SN!&@ToUbOyW{hP3}`OEc|Ze%%Hj zBt;KJUc#`G2{>oHnmvcqR`+dJQTObmu_QIYkgAX5ZOs7%c_Qb+gbP(sC-{`}S(;*q zf|6q605h^n9}V|hQYD~+MF{5fx*bc;Ff%~!$L$AlhSJ`rv*xaeGM_np8; zKK3+j-+Uhro;ib0eWHhd`FsD4_p*l`egt3o!#_Z6G{Pr;{WCC03tNLOzWn*G;G-XX z4ku3?M^>G}^=sGht*?I_2NvfsIX#8)WF5)Kq8N@)WpkngrHYH0DtjH2_u67NYgzAN zXSa>*ynD!EnR!EfWWP~rlQyQ(5MYxwsH^EDA$ zYR}3sLH7s3oODh?iO8I}T&9cx=8<6;IcoV(#?DoC==Td3@c8<>^>){~9-W|Y4<+2O zC3L9O+f;?~nfZ7t)U9m*MYNi)jDdn10X?JwjWG$FAXg%_%(KdViP~D#Ilw3M#=naL z4V=b7k(dAq$&Ra+;I~QdHYfUUo+Y4eS;}LK&%L!vAjTZ{zngtDJ;R>sTSj-uzU|Sn` zP5K3&iRFy(-~uO#Q6Gt`$cr`MSiiAyZ4$)qtYMiqsnFqw4onw#Iz*^eD`9@IhNRR* zyW7S#nbjsvIdfvFiPhV;SPi^hC%^6?FQ)Ebz}3ZSnqqr%o%=1bQVFGI1La18`>&`s zxLipwC`PQ<+1=T}uDOg(*2am_5hPg`^VK10Ne{1HzC|5bZZT+{EA+SY1n}6BBnDDt zyME;oUcY$*jn)(roX<~czmVXM8pHeXk_v&&$B^G(lqGb1L7Q{WZfcaw9) zvr%thZfOCFi}RS8tfN{njL;Jb)*tlIZFkx7rrYbG-|eHR*~+2xilhgFg`;<0K^48jMKt zU5te(A$BsF%*Z?DN<=b-xy8aOu4<_$wF@rD z261X;3bV7*eDID216;dw1?{~K(~o??R5nIe%@e?nKsoI(qGg%r7H$2e?Grs8-W9xw z5k1=ZO@nEVyq=@ViU%p6^y)C@h!%G2=plUIkq@vUIvqcB9k;Gs$ICDN2%W6&##ehh zh23PNO5m%}(Y8J}Pt?bUP^njaVn@{KSAX~tI_*AFA)B*J+;{dQe)YHhEI#tlr_o?V zd<|Zm(k=xcdEUU&ANeU;rTEBJIu@<$8(?hO{`wKjCbF7A3yU8zkt8`H~tbf*EaF@|K2~w zOF#IYV-MtAWFvQ1mDCAi8EF7_BgHfu@zQPc)_wn1;aFqQ4q|x=NNwe zTH&_{NOjmRLl(jRE&>JDC;14!@9QTrkF-*tLS;^&K74}fK}_7dPy9|C4$nwojH|9v z0jHL!Yu9e!#POqqLNP7%fBIkkXEa((RLT`>tZid&uZw20!Q)0W*Z=;%`@5K)JHY!8 zRqJZaI?kLuhS};h40rah|HU6&aYBq`1|=naO*ObYVpuF=^s9H8HBb7hoIVgeS34o35m`kym{?g+l$Gl;oD_7@45 zIbcbo{Vs79YSA7P1D49*G9GBK(thPO0SZ~C>s6O1ARs?!TIG0!ECb6VAe(hXiNjq} zcc?Z^aWJQ6vlZYfRC?Ug4eTDDEa<-B=eh=E){A~=OMtN@loE@2EsJ(Nu#jnjyKNHP zoK#JcB8=-@&)@jMM7$UNmw1t$0kOHJ>%h;P&+*)uNF2>wOA@$JXj)27NGcr9(Xf?fAv>06$rJ$?EhGjc2auV$dFOJ}>EW}#^*QYA?6Q64 zKmTX{3XeScC{CX~g}?IWei>=Cj?JxG_|~^y=e+7?e>um;e)_}s`ZvCbOE=c=bOtmh zXR)!hjW2)mTX^G6h6|gUD5u+~R8v$d7LBq+y_BG3a+IlmABl(+yJRNI3I?$4Fvs-N zH0G!0(U_b-y;(Ffi;W_1_~1#LJ98crb4%FS zX(LbS*dxHw5>swZVgh=$1LyEXA%9i~YfnKPgaaa)1ICy!{s53bZ@;Df!@5h5&^x4f z@mpBUVdQYpZ7N=Z4mh&T?If4P&S=ZJVNlTe>+@TSOVl+n)Mp{s#A|IeaI%g)A_x8J-V@St2hvY1YuorBSqKyPQrizX_WfamhkQW}% z;LjCqzeYn=zzeptXE8#Lo=FS1?9|NU%DIrGpHF9wj!kF{aN@(()7+JnA<%<$PGWKF zJ7#@t!gvat>+aJ(39No^?3bkID^3VTwdiuE6=sdJ zy6JUhUL4YjaI<4wWIkimINZ&_R0?dV2NRJ57K+AN?zD@kb%e%{&va_Jk8_CqFB1^Z ze2BzUk(x43u)3pD<#N)k*a~CAWDBn;gEPX5fh{j zZ6pM+qyigomVo>z-V<5u#sqBe)hF%MN)qw!ruVFj-Mv)-FrlG@nV^H}{w&6nJcBYM z_u@txaDnO?LJh?g$Lt~$IpYd7FgZzTupL-b(e8A(8ds~7IZ&hC{!+P&xw(0i)0D+g z7!^0*Ak&UArmj;EUn?bOluO)GmGI$L!EUdMYwPQ1kA|q0Dkz2nEKSytJ^Bb1XIh+O zRM1Dc4D_>9dSB!kC21?7K5z~8d;KBqtaV}6_fV^EVs3sOvvadJaPR=;7Unsz+1uU2 z>gsLWzIhXC>ucEC*Ma*H`OJG+GVJ&&}fSk;9mntRqcwWWz4{-95D1yV%;^ z#Mb5x_I7(13^P8I9BruNtoV{TTahKk2|H@vkwc6frJ40C3PsXVPH-xrM=>+gV4+FcFKI(pP?HKkB&0|C=|hj4N454};TvE7CSHB<1*|L`!o!a~ zi_xHs8&}@tb{EI=Oa!```Iv42hm;QY_BTqf(*d zW`Mj%@ZkLqW98scetwn4BraXPfcExv+`9Na8nrq6{IC8t9)0Rb{PETrPM>`Yk3RKb zw(VS+U%}t}yMGh^^nd?-TzvNm`ft95?%EofjXI7TKZePf7AFEEdS*;2YuzPZuA1do zViXk80ZvNH1iW=SU2Zw*ku@O)&`Mj4#e~N5F`x8@qbJ%UWsZpzCspevrY6vuo^o?s z{O6tEXO6w?UGzJ>=HZZjG`w@u6KzU)&nrPsWM?ZjrhYs*qSP@Vp zfk$E{(PvCfO`s{FRy14$Rz38{2eEMAAda6rg(HU!U}1h1*uIQ+zVr_<+`e~CG<)PM z4xIledYvBco9*p3Cj$iJy!h?sG3s|P%!Ukv&rMHZX>l1ji9qItDfufjUu=fn_Bu>H zVo}Gf8@ExawQ%Z@XK?Dlv$%fc3cm6AKftXEZ*z5eW?=!xjvhm)RKrfEi&rn)#ML`( zWVRe^*J9n8=u8WuW=7iSylIjrmqOTgiBF0g11l}nP^R(YG40|rpLiTIc?VTVsOT9? zFRcI*6S(yDdzh#XaC7qwZ+As=@}&zFm+zFEolzp}BoEAMlxQO+QOrt=yzH@`S!I3I zDBNs_YY)yDeDu8Z*!~wx(Em%li~uh*kEUt`GaSYv;JBI}ub^?D?8m(MU9iTV24XNv zA}wM5zzMb^zJ2|B7Gjtl?s-Qe*h~B z=WzSdtH?;~&g7`Eb5Sa>Ou=Vxkcx_t&WOq$GiS9d4RAr{+SO~gy?PMe``-8QQ$PDj zRHk!WyLk(5yn7wn9boz3A)GpSh!d@U@|8crcDq2WRKm^M+j#8gF`PVh3@ZzZSX`Xr zYU}jWB;J1KB1TCanJob$(wiB;cH6MF%L!G5Vn>spENv!k{G2!;2{7~d-KyY`haSYl z)HF)<8aqjGC7qZu*5LG!!%W@3b!RP_2yX4u8Mm~21ZU2kMUf5o88jy*(U_dW>dqGL z<%xmscW2N*lAA)bdP2%>q>V4k~n9+ z>{u1_k6hcT=DuUoJ!YKQ;6?9GK@Vz#%ku1`=nCR^kFBkZmG-u<{QF)Yg`7n&fkfSFVP$C6iN2affD1lFK`=z5`JJTXY+GI4?)%4LgsYuGP3 z4~I^Ps<(`$i1k#-z>&C&R4W}VWjuM%kBb}ttoC3fcRg4uL1du|#e-J)Sg&^xFt_nQ z(kksJ5QjXaUr{kAcw)ytULIPjRYG&ZV0(K5NjlA&9d~@NRahCLEJw56;EI2*+hwa1 z7Xup>N+}yKVmnc~%UNYNnV`pt0)nbUv ztsOjY>I7bV_eGRUjVGgMkaA#CczV@1^^y&U$~Cm6rg8Z2K^!}N4D$S@)+(rc?6Yo zgtgn(ap~eE+`hAoR>fj;04jGEtroY*vHhP^X!cidf`Whe9Yy8}5rvtVp2o40Cvf!m zVKmAHYqxLW();h@*6Jp+7_2xU5G5_~VlIemgb)rpSuiw5E42z1mX~nqfm1lRyvRL% zx2|7fFkx+d6a66_7O7D65s4UuEsBMY5&?Lk4af(=clB3=Lq~TDtGe$ICw#1r)P&zx zTAgYcaJ?{ftv*&zTT1lv;fVVX3op_c)|rw0#e*b@1A6epZOV+QTX#?%I&lEM{nvgC zD=V{TH5-_qiY+lihE(my+$NqRp1$WmVp7;ox%K3OkDbSnqepP@!_T2oEip^w?blz% zANu5nwz`uYY3uSP2BdLF=zyv1S@d>?FI9h< zp_9`~IC$nmT*W5qti7E*wD5{DRK+iqYe>s=zGo8Id*JXA zmZz4{e(Oir>-8|qa#9SB&V6ne)HV)kRzgjakBLDgB zKSgV18RbR`>(}1HsMqn&j2ueVufB_ggU8XFoyYE-YvW>UF>vQ~L<*R+jHM%|@aoq- z4%@aO=Wrc;c7-25w$>)wQw+v!yyQgURU`tX_H@qrP*apw6Nn}D6Wt?qD55F+_Inrc(D@U%v$=r_m#*TG z^JlQTv5k*B^AtuXq1l+i_VzaK+bb)}D3!0^{P_oP^7Q?a~_1K603>u9V2GqiuXJ|BD?e*QSw46|=yD}=1ijRbnx!P%cfz86h?NdF$Ua2o%u z07QgVtx)~nm(+U7I>K7?>(jNVrAfiu+)AD>tHj5J#*Q%`#&;>zWr4J{rYKp1ipfxC z8DkR(9)_IF6}*cvAQPAcwM_l&M#6{K0HdvW(2#-1Kfx zhzeCPsuK;4YaNq{yLGKPRK#X?32E(cj$uKEYGj-(GHY6uE1qqo!ou_+C33o?*j=o< zv%)!}L=Vg-zScXy`QeivvjUI@JrH-6jAR6o=x1?{0)~p0!{^Ob_Yk@NQjBD?T~y(M z80zyiSrmc!;73FkIQb_!beY=&jL;lZX<3!A#|B%KxuXfD6;A6HK@7zSeI&8!qY$cg ztjKQ}56P`d^b@iT5;aUvuXf4(e#U{s5Gqsd`fFU}Ul(41pl9HarTrE;g5YEp~dd*7E@7+{t!!zDkhs{%(kkq zr84@pI&N>SW2e)>;_?9uk{mmGU6`bgaxwyoKAXsw)Gu%w79jx^lM^_3-(jpATtPX> zQA#pYXqDuBT)%i3m)^g`{b9u3n3|qKwN_!ZTGElIw(3|~S;T<@OIVznL8S!bgEj}r zz0NLf-MWEWw^p&c+rx;9?AoXAl2$`Wep2ComrNRheNOmuv9okO zoPF>tjvqgOVz7;i@4k)8m#$)ayN7~wE~+K&5p_Xql)MVP-=HL0U@rZK(L>gSp-GIQ z-=sy6q*ys}1P@SRzOsN`dk62m^*%0Nyn>ybF6(fp!mU;)_P@-&gThEFPHTDs$4{NW zsnaJhJyFH#jca)Co%eA2);hY~AqUKbr@HD|md!k99J$2Ji@NOVqe6u8A-+dFo`cnn zJ4lk~ipTdJ4>W|WLG}$Nbf*fq5c^L@8O(TZFg~d(#-2~SujywRugXZQry-h+3J$F- z;*lpmi2Kf+bbAVcq2xAEI1wnTRLnxF&^F%o1jHnOq`-;ON3gOu!&Uy&oW=F0p2hCw z2AY#iRyCe(PGfpv9`%JXHa2cEi-#&mwC6g&v5aS*eHvf?>L0N+Sh-q7vo(oMyMtO| z8jnBo93Fi5L%9F!86H~_3*6mZ=j!e9(fjdpzx-*OJbfP;o4Z@$g?1x6In_3-xd$C#kKaL<-Q++4kh8@F#_Z4@wn~G`g7~C`N~= z5&e$;e%!90&n|F?@2x@b|NWQ79!Zqms5X+m_TQF|Z%zD#AOCar`n(_aB6d@wHG}rf z2729XZ>edeJuDk^IT>h7EugcxhHNyDGb|r_Z?)~RvgcELz`{cQPOaRxYyC@U-?u4p zlX*bDF+GQkTbD6t@A|pmyzUdWPaX6-sJ5oi-CIXS>@%xM?FAPeD4}h%TBtXhC|7G- zjZezT0x&*CwBm6_R@206q;|#LaD=p!W0a?O?D40uv@nM^UV9alN{XXL7jfdmeVCf4 z;s4?6&4MJ!t}C(QTkLy8?t4~dR#w*1Rb9QH7lK4X6a*09kVDu|5>5P&O!|@OM_)4O zM`kjaeq<)om%j8fCfR6gG(&Ps1SAl|)@-2Bjqa}Ms;nieD))VfeGgw`_rCYsJ+caH za)Ly6bykLlhx_yU?mhS1b3Xp%r?71g?|$tqc$$Ux-oA^EKlupHA3enPzWW_SBRV_0 zG#VA&M^28jqhkc zDVxF4+#DWuH_&Q#IM-s~W!=N<`~uuw2aU=p3(v+P5v0>8=uS_J4e6dgJI$aJcZ>C* zy*+r|wBR|^Tq)=)oRo${jbB=!p5LWbPx`BuribuB=uf4bhwGDMn=QNj+#Cxri9){{ z29bkfs8U%U`u*_!r0#|{^w!|WK1?kw^b%SGS<(;kT*-1$%?S(@#(pj&*Po{970uv+ zc1+XJhaty0jZ5bq);f6Q(;hm{Fklhv!YW(yUUAh)&^($fpg6g}U>&{2s0;!r&bQ zU`CEj<*f(kyE>j9YuG*;23W+|1ng5WlIzNPHw+L70Nj&f^H3m&763-B`n^k(Ge7@) z)in@~0mTk{z? z>lsqW^fiT~GNLPyNMAsRpMN3#V>`O^4K;jqN{tIgDKtnFM@P(Tk_V#rN=m=LmDfaR z8Aw{irIQs&y%Iij8K^0jd?6;qd2JLy3ZS>3Qk*TTJJT zlBYchs*qB>PQA|`%PHqTIrg?r+yEk-XA|^7HfvB!AOMquTyG>xw zV*wYUiEbaZ(KceJ_WCekqS3X{=yVZHXHYvYGcv~Yg8!W~1j}1{>5-nFn?)MSD3{Mr zZq#5!#@MFi^zax@9zH|4To<|u&~ScUXYh$O$LYBx%*;+>bR-AQ>2P97)@HO3koC;* z(J6LzPS9!-^(e~4y(Wb-lv2Ow?wdYT%hrOb*mrEXmeuB<`3NV$w#jT3*Kb_I!rVC8 zty4UI{2062`)GG)laD~xqZ|wZ6gU*lwTLf`uZp6VHV^+^YknXAixtK&Ge3tLH`h?i zCr~>-#pCtI*xx-wrz-@r6sb#fptMV!QT5!Y4MPQoe6fJ5;m+}a001BWNklv9<98kJq1|Ty9Egl@%(6f;$Q=m=RLXwXFV$m=hqfq31oU_!NA1b$v7+$#r#^ za%saUr9T4UZ{}X8nZW~WM=yigo*g>sIlVSLvRMbGp6{{`LxLM$*IkNMYu{wABv;O6UZq1G5+ zZf+Kq34Hd+r?`Fl>qsPZeDcxXqJ|1*@nZh(~-F+Lc-M)>Or6ZAyAs!V@8@e2=a19f-F1z%$ z;PFHaU}<3-GgEmS9o2DqT*cwRA-1-*piAo|Lz8+gt^z(aSsbVxQN}r1Cx(VXDTib# z!5yIW`|B*gI3&V1^lSvTFPzwUA)K3?q_RmAM~Z&J<|hy2T4ItA>IgPtJHoOsv>pNu z-f;5f15&@WcoAz+cqbcp?X^|hy?cWdu4#EVp45vm#2u#&K(Ez8eQOi$-X0FmDi~-M zp8Va%NYBn;@8k@b=?Pq2y~W~LJ`?D2ypS&{0%*L1t|vV+iC7$71nAo~ZoK&>@`WNk z`RUK_*+)M`$8I4?tQc2AtJ#1SF=5yGK&OL2Pijig&$=2KRUx*fX$sue(3cci0-$O~ z9iFp4+&<%2tI8wAQu2Wy6$e63yzU$9LV`!K$YFs`r4((!j3;1OF=2HkT?ag`hp)eL z1G8!1bgK$8p2A2h2TRwne|CUcrHbR`hp1f~p{JMOrB&7=64zVPMNH020+X}&;ZHwA zwe0v#)JmVo4+GwC>>FBdp}!dZ9nb$gs2oD|uQcJ-Ln901co0ctk<5)U7(y(o+QlKe zEBJaqk~t@~4l&|J)`0PBk>AtrG*CM~gXeZ-_cCA~n#mMg(rR#QWb!4%(j^|tY!Zmb zU1@Quv2+f}dbLoqCz$pBC`dMS4v3 zc#$mJT~QXYE;N`odDqE zxIEzRG2o_LA7c~KSYDbzwS0_U{PYoS-M))#egvbXJhryB@$qMmxlyxv>vjC;pZo#3 zoi-jlS;yH$4JXH^D2C6+6CsS#bn#8?T9RtwL!wlN^>B~wEr8pp-ODGJ#% zY|lmI{D|lKHK&1y)`qJ)0Z`~E_b$V4rUm&|D2pJ5k>RmBK)yHzE0W+nyxwTBZjMdN zMsmaAyt&WgXqwam@fpcM%fY8+haT4;1b7-sDFd%BTFAsT9dC>- zxvQ8HwxE0Y$HSuns`(POpBz3mLci^WBcD>+zx4Ovt27J%Xs@_8 z;Y@G1(D6dMh^jrKu_VS8SJ*Oq(4(=BK4P&1w1qJYx+$FQJ{7>mE3ebbxkEIbMtWqL zM|honiy39HR2G<@LBEql`DmNhg@10c1FuItq;qxN_Z2I{leOpM>KzK8bap+KW|j`8XAJJd5GHD9|<3_Ne{1;SD;h=$VI?5S2chc2r5C&Dh^i>-W~Q}^KvElfz1#^qTVUCsyw z{+_CE3$DHNU-k3L;kj<_(kzB6Z-}xafiGqj+)=vTT&TmsV9?{hOmtZivJ;A#vbb~| zsgw)0Vj;03oh*jxb!1EpF`7G#T0%gJW>abQpXO`mcn(l+HqrDn-2R<6&>0NSDOb@s zKE%=f4kjihur@o1d-v8+9k{~2NYkV`a}Z9#S_brrS~~V$yg<9t!~EhR63GaT4)^fz z{v$N&1ApFzzC+J(kWQp<^VSW_E==>tLA`c?=g;<;xiC6bf@62^?D=!-?Hr@iCy*x* zta?odVHgbjn2hYQBLIy(u+qLQMnyb(c#ZPrVThvN&=HN(%v(4JVlAzdR$#T>_~gN(ilGVddIYtgWpelZxVaZwFuA zyN~m;8u~PMry2gW9TM*g1vP)fMhm?1=x4=|QQUa#1}3LRd46yG-UGaNwuNS^Cs{5* zNgUoLLa_=emcZ|tdXkjmNqr6Y3BCdxG=ywu!W*ef20Tf-^>w?Ytti4^hT5DI`$&Nh z?6_#l2U}xdMt9)ISQ2I-gky~q==4!^kH;F)i75W~d*8&jKe)>qcPv5{X|H^P2cjh6_h3>*-M(lDR0017Aj{A933BFZ~p|* zi+!})6?FPG7OvdJKmDWcynPm4m2ZVRpKN$%!JCR;E}~ zv)ydqOA=6|u_J9D6oMh_Aqk9$M#)_x4$F!#XzTc(h=W+v#M-rGG%HnXKHu>{9zUs* zdKezOOV4P)+fdIO&8HG0D3i^|^)O6FCbyJ)A%{#pjqY(bpz-?a2t%>Me+JY7RDTuP zSk-#+c+3F!;G6IB@vK-}biMk0h)E5XeXI#cA)O8a5-ZI*;*>;0;<)kNJ4no5!FZ*N zH$M0}k`tqBi%LL2I8_?nh&1WkBEV;+Y;uuh2@uTDF|&LHMm&zv+yZ{`SN{rKx5WUc zN9xUNyGPnD)Oqi5@;vBy@N79vs1ej_@qK6$h}L(}vHQs8Gw`}yoHe@G*l7ZKOwz1H z{L|HJq>`x(?*WpD=ShIf)f_3PB;yskt3(iqC$O}76}@&7ThCwc7>#ZB@c!4<@YeD; zjy4{{>G#>@GH*t?FpBHrFvw!B*TIJ$e~gKlG^W=Ip_}Hx9<VlZ0 zDu=*WPeoDqBT8xt2Y~gXq>-9E(4w6SmiP`JwLL5WV*<14AtEytZbf1 zmoT>WHqM@YfkCe(M-2`Cyj>hF&P^f2w{;lKRi*hEx!0!mb_F?_|*YgU1gDVUMi<&Yozo(CT^pl57?Zdd7uimKP-dp%0*SPCyF@5L=Nr z=d&YYMJ!FO@k~9%dWwVXRuh%;3R;a8>l1am9nR^v2|{_Tqk@mLhNC%T2Iee8A{y@A zy~YB1c0b8%$!E_u@h5-sN2r`0a2&pM>#ktGIu3H_82<7XKV=)f55DmY9G9!eAD?1r zG07sn)Wq=QxS$wAb(lr#c`=w;n>C+$P7edpRZ-%-zJQ{EY_5p$(MeQm6_m?m47zP3 z;xXL7DyGLLnEmJ|5ZLn&rSYuE2@Gr(yGJJ&*d7+Htf5k^V{dO4jp`|1^H^>I%~l<3 z1>*0$hRh9u6`+Ni0}^}@Hh&HhDHD;XgLq2A+`=r37+tR@C`}-7I&xu&m?m54o*f_I z>B9$bI{lDFKzM9Yt~_Z8=*j!7tlJ1p*9}3jr=KyY+_$;5)**dQdK^+C(4Dj?`x>#(`o941fNs7)%OuFyx(Zh0BTeDmK*R zH(#m^)gCNsEZU3b?|gvM7r#Nhaz-{o(jCe`JeERf=_Ze(Ilb;bD5g+jEi*O)QZByO zdjgyEKwJlP60nVDkj{@FKQV*y;TCHeFs4SX-!dzwDUdWSv=+^pkRBm_&_34>`^lVs>U0p54Ow`Z{*D zj?lNooD8i+N(M<#h7xC*ZG*H-@tBr9;Q#Rqzfb9hf4_vapRk7Ha1x2*&g(ZZJ&{49 zc8sTw9%FC&6a(8}D-$KACpH7eS9HJpQq+2t1gkZIP;u@Pjy;{#-LG7`ifgM&$fP4U z+~39*pMHVzMIDZ34s8bRV_vp(nvH5fhZL-JF z%u50D()tg9!k3Y0F4=_~hX^kk0;?Y2)z6ZD%5uXD0Rce~7_QYr>nZ&F$P;7Az30j< zK!Bin7}f{~Uo!PxSB@*(T3g1S|3}}#Yd7YQP8b~E2mKy;ZJWERfksDA_`?r#-q3ju zGeAU9B!)OuQ3=+!DCE;fCZecTn!It%PmQB9-NR&ck~@@Ne)=JP^w)oZOd*Hw|0n-3 zKKS5$Y<%(|@}*Jq>t&d(j#6O;U;pN}F*`fQbjw6Mf{|iIPP6OW=}4ure&E-Xg_{p_ zhGv>+eod#1K>;sNGhqiKu1BXHo7C zuGkFeGo#5U@`b#hvMK=|x$&xkRUJEE&ZvFP4Z3-ON2PDcL=1-C`Mq~J=2G{ZMop+| zPxF0tw~IbmE)qJRTRgMg8`xa@&;0IfXw&0(basYZHieDtJ=_{8F}Q0)EII%9>KAYE zF58f^+XOq!2!8M{|2f=FjmPo^G^-g&z;2T(Opj-62|S`P zu}CzA>vz9~_rCRARL?7Xy)G_VC=|0;e|#V3Crv!rJx6trWa_Zyk7p?N4squcV*#OS zsbZ}gDwdcnpbO#EcruNv*OyT$WbnnO&sdz3?25A4DBij`k84Y#s9QaJ^57oErzX*- zIPN$MER9Xfpw_AjX$jX2m_3?E{tM$H`2T*rjvsuoh3+6KpZkDR8g!mRfTz?`<4(@h z1Z&GYeex7u(+j2ADvqnT6q+jzjSx{YqBOgL+SxHKcJ6b*M{&n)Hj%a+6ekx^Io{&A zW=J5FMC@{73;Y}%zj(x*e)>D2kh`r5j9$BogGV0=b1qL@$7DK(O!f^__g~;_`<^@= zgbM%(U>0Z4JU>Lea)EBE&Uz@c&PW}8eBn9@6AL)r{*sxLCd=K&QJh;rw{d}H`G}of z=z1PJ>mfBZf$`-#INJDpXl+vSB|0*~V|9o3et|~qg29JQD}q>d1exL_+O<>3$oj{< zBGCl94>j$<5D+)?Y!Fj~y5=fB)ZAe_1`4PZWr|5IKy3q!vjY^Su3-A=9rPyW5liLy z*)N|Tut=(*Xtor)k||yR)PVVIPbdRt)IHY4{&?foHJI5+bXpDUZ13Ud@C3D5gN2Xn zfe?-s>fT<+$~rXuDT5H@DD(rG0IS#Pa0Wd*dHfjHS66tC-`mVX_S;-78ZQ zt`nR?X+n)%Ik$|BP2=@DUqh`{!S4Pxj}}#H9_qCUudQPC14I%+7e|(aeEkV%UtM0p z>vmEf4Js?K>QfU(5%^{OYa^ZG*ddi@K z5cL*?5HVi*1bkU0PL4NG$fZ%3nB(y)5(TE`%(Go~y|SWtB$F0etqRWekI}3PmW-}l z()^MEA{YuWId&!zab&Wj8_|(k1hRnhl%t3qQn7!<*k|Y^!~w&jg2(n8i*;XQ1m zr_1~1s-cq5w&@D6Ekr3F9;FMH^`2D6_rgC3HD*=883HPNy#w1noNrsG^3i|9ON@}Z z%&;aZe!G5x#`&qBL#Z(>%|WkILwWBRW^Vr;wtxNqe&unwSrALJTU_mYPq1;+diGrO zTNU(UF+`GCnJ2v(pj5gG^zAbFaYWNOoILprbh{sb1X|$SrE+6+%>|w$_a9C7#}9*X z*pMa&6j-2~y21cTc&tV9&&_XoDFN+J4rPWhGf&R>+guErP-A#1vGx35q&lP0F2WVo zXJY0-XB37}38ii?JNSX)p}#8Bolq5mkKzpj=W^Z}t^^wbO0BXxqhQ1r$dO1KDe~)v zPq$@pB`wOwA$i74& z&aVh;;lLp6Qb;%9?pv>8YHAeyP8|>Ke~A|xo3PoT$OvZjg5~D}cj{XyPi0O0t`__q zJ6UT%(RBIw^%)4Ef?Qn^R|**lQ4%9GcMHE84J`;{kYf{~Sd{`Tt{MT-d_g%?^oLS( zbvmjH;gCdy_xHZ@yZE#3e-rs6nT-wLb=z=y9rXK@fY>}%;)MWDf2K+cu2-;;2lqe^ z@XSz9S1<8=(j0#zZZU90aU_|tU_~=X#w~2FXV7!Ah^6kJG`EaoEP>zuy$^8ytIrTi znD7cEy!+m_@b=f<<}O3MVIz}GvgIc|T*B!`jAe-v3q*ND>pZv{;W;tSQ@#p9IFE`; zikU>oq%?%;Qp@q6cgh&gCb79+5tMLWr-F{t!Rc8U+q?VN+TO>l*KV?l2b2&asj=s? z$YfKfRO6P;SJ3TuNsMl3%ehp%$6vwg#D6Lc+~{Ol-Ln8vJr_`==Y_q>rnCb za?Aok>m+RFD`PUf-*)?W=e;*kC}p|B)aOpW&ETr(crc7& zh|VpbZCF_U@&WF={W>R(m5Uk*qlFOo`>MQ9S|qt5-qP<euLAS@$UJ{J-D6z3(a2s_v-7fUl0JU}>R&fH?-u+#8Rt(Wt z98uGQ718nE{&)Wae)-`u*m^Dm*159Jq>?+s7bAnFx*byFP73X5E_}d~ZgD1)#oA3` zAx$EcF!0gOe}ePVL$YeO#-P;K`xpD&`;tn-LKp-@7ctX+u# z;dqE;y4(#il~t*yq3fA=cu+^J8C zES>E`d#$FJ-R5Lh=T7s^^ZU#WG&}<~C{OZ`FO4G-i{bReJqFTvpieW=?l#fgdy1=X zd<%{I7@8F|6RSawCXmgHVE4(#=+$f7jA44bZKJyP7=_6NL{k}bYURrd`zv3>PM~KC z64dk+qQfsg*HS@1SThf8Nuh2rbz_sMC`z-7c>ej%V7F=_ujTQq6eh3ShTi%Ft#%E9 z?5^`T1Mf@js{wx>G;{|3S{Nzia8zsH^UpuS&elE#194Y8P35WZ*`orKG$d;d>;pgyBN(U@fZKk-{JB4 zGyE50^Z4!`dn0t*pmih1ac%`QfTTn-Bh^B5T$VT;jvwSv8!9khw9;?GM1$z&V`#m0UO z-7bxGw(xlUa}Hiei5?pqUz_3FM<0Ej@MX#PH^A(Lp8Pg6I`vJCdTXH?CT zGnTH$9X9fxji*w$s8;yHyDb2Ou!6a4m zxhrTT=b08;tDNHLs!;F0Vm@=HMwHQ_=4ZgwV;5dJyEAw57ERqz1%L|I23t zM4}d!t}Wr#YgZAAxY*fzhI^mgM~wsop}K#L|L}UQ>nA)avG!CnQV5?&(~!*-@b=f< z!o>6ldhIGU*4MGQ@dEuG1tdeF&z_X-(ENf!jUI3UqkLICg=M<%kq6I}=OY4~r!+47 zr)IdYRC%)sUXG%OsUktKd8AN_5;t+Bf2k_`1pw#DS!9hdD~{Lj9F*KbV2@_KLweYE;5XoEi6K@oez?t1>S?hXZ8nH+^5WiK@O<45E$Q^5<_ zc#88Ni#{=3q7-jUSek}zi$pY2c<%BM7Uwa4Xw{GECE`ib6 zS;V74tHWY(H;i0|Xz+5hY z|K`8^6a3^?kMN^k+{am^$;pAIXpcl}v^^XjRbZIUkjP|_&1HOx90Kgf&a+%;$XFRr z@ZDjhNcf8p%H6?ZP~ys!1qpNrdOR(~A;0J=? z7Zi2APK5H~rTxOQ@r@7O=eN;(sO=0GNF|pQ$8_P6rV7Q{MjeNbA0b<=0ht`W=+*GN z-N0mPfW^gm*sT`&=t46Edy7T2^r4d*I!_j`WVV;ae|8;>?aj#ZT0;lXSdE3e(g!(V@dh;C!hDkJK-NEyJ`^caK3M42S@ZOwG>(f{?oBU;E~a{dYmlT*l) zO1OLXHvaX$_@Nk^a$Wz~7XH(kAM2&?+LgK*001BWNkltTh200Q?@j|eYctQv)pPQe>n{VAkBxYb| zYZHh22Q(ceMZqo=oPNh&{rFPy>DZiCQSwf1Gp_8)F{1_!n&$_|lx7i6X3=g65Uemh zgLpzQd-tP_52(&Yj4A{ z;%J_q@;Na}h6=S_7XwYf3&JXK`s!Ug`}BuGKv{Mix%i+)iDP2>;YXOfatDp_sUPWy zZhN@-fQ5GrNO3bc;?-;S;JPMv?Ypl=wf^20H8UJvCi~UMcc_P?wgLc5yY%1T%2yg?$-HdD_3vg`t>)^sMqk|(QnY}cW`{NkF$$osj{vio=CC7RIS-U zrB=hj^c34Chh48A4WV_-h7q+epxoXNIXuN!yJy3&Y-ZcQZ9^x`1INW!sl+3^=VvE) z`0N>u4^PnVNf#n{uMO7K@Q_MHp>-o@H0$VhduTN(I62!Dd7~y8Kq3zoY^mO$%T7}^ z<&=6FajOW&HimKs0u06`Cvj!@3WE>Cd_Fxoz_X{%F%~(;!W!LT12YRNIN94lZgd*s zi#K3K;~2CXIDGaQ3&>Fp{wiRX^i+zI%NSd@2F;A2TR+Fq=0j%P@K~dK5jd3_nPf%> z3GWtXuc9=)!q;#6(XY`s+2#$=h^CMknZelH3d}^7_sVAZ5XU z0@F)3kQ<-lh|s(^!olXyPah#tXBU2b<_7G{3&^~st^#DgZ&l$Y* zR2}sdFU4+9EQ9>$G>)F%6VDCXAv(S=C-VX{7w0ECh^KRC*DGIjaKSFtExw-y+Xsr= zTnW{ZC}=!4#xd}8_o0&N8hQ!WEejKiH*vB11WwBWzJg z`!{R#u%3r>6Z1T7;=zkUT{ydC9R$2{Rg76tmy$g(-kxa-Yi|$PyW?)P&6!G5X;l0EuY61 zkJAQS_Z4^@Iin&3_#CO$svrrMJHoE*3e{s%2&^$PL01$TG5<|LkBdE4%kE1g3zFUv zR;&(%asEmJaSfDcm!n99fwk;_OX(o#KH4BPE2c!Sg5(e z&O(hDIFi2JrLIjR!pSgo_Q}qS`g2iJ=MHizq9GB9u-`LLpI8Oc(0CIgnl>r?ld5;$ z(vi`VNRS{PCAY50^JA@M7wx{F*8a<%{tD4(4AbM2I5{8i=NPO)KZm(1NdOO|rIA=e zxndSZGy&aqvHfBjm2zFAfd)`46|ua!imAyw+-?o~hsU^o?*Y!MEiA3BvbdkqZ(wI{ zkLQ7D7R-?gnF5Z+T@V+~pKq~UAf^Ie0e?Wi&!W%R+)1|;R zPYkROI5jytiIvqwPJ|D3cJT1tLsTkFxSA!`g5#&pK8;7Bv`Q}`5UZ1gyi0BhS-k${ z9ZXCW*=P90lc(5tvWafb74%PO%Ohfm<_9ak#rEKrh^DkA5{v*@G-|5Y zbb})9(k!IriRad4H8i?CE;Dc_CI}HuH~5}DTVVL}l|U0;9Z#sPYEoZ=Pgxf+%azX* zQCp*tC}w9S@!s1v@vRSD$K+@dUayXU-Q!tUyW8gb#>sl$MsHvVdofyPQYG98i5u#n z$sk`Z#n*07Oa?8OfgYMIr{Y!j!2%J7grys40Q~N^zmEM22d!V0anc0-@>hrW{#ym4 zmad>UH3NGpi)bo|Trq=0B8FTm!@_=wo*pDvn!ipArtb@zQ=UV+gx+fkg;oM{uE5<{ zBvcmw05No`ttw2UA`mEfzIY!b$YZ zB@=P!2&YELbKA*m_(ULQYn(#_a=TjJ;7!xyens_4tCY#Tm@i&>8p7z0?WIBmL zDUajhQ?SH`8bu4KBL_30S}JMX@aM-T4tT4$D5&*mq`u2<3Nwb3=|tnt9W(ZxCX z&j;A}<0{VJCf` zsTqs&m;j%PZo!R3ptXbIkdmg&vWv#R^ubNjQvymMK-di!hXjNyEX*RFh@e_4V{3C8 z?Pgbq#Zn%k%MO|+XEuWh&5w*4l*hJMPpa!`I2}H6>d9Ue#nV= zdYJ@k8!UiFds(MhN3T)kK9x|gHdz;`-)T!$n9509F<(o2T(2!mu{4?B`rHYJ85fSP zouoKA$}0EY?PYgcaN;TUj2~zn+1b66l^X`zZSkjRp3GU@;ongjQ5v|Y*nPeZyIuAL zy!>Ay7Eia2ozMP;H4qLrzTmjoC$MF7hD9j5+~l|%LtV}n5~(bzQhRA@e-FAIM9{zAm-1Lmuhl z+*;Q~;V6e^y2fsl_H-eQpIshE?h??mc+&3Gk?ud zD=3y9!^qS;YNv}Yg&jgE5GP_K}LT=_7^hg|LG==@ApP^Md z=h!;AdMJZ}hOc-1Qm!qOeel*X~M-j(z1A;3)L2(4tC?9%bcH>M=CdpR`nFE^AmL2Wp3b* z4W<%$rhSmWsF}H0EM8dU7@bw56VZUC`>eo& zdZW&JhpHbv4{~%!oG*PwBAGzPtI_`F%I<|KJXJSASnen(2u*oghi;1qT85-hi{jta zZ6T=UC!6|jpP82j@rM3R_B0j!L4CSUcUK|{x{?qQf_CcMWf`Ek1K75-`!b~GqOOv4 zjj7#A@!z#|c(zDR`8v4vZ&{csQVok~_}zVlVX97zr#g*6cOdw#!vbf)oN(y+h7cT0 zdTP?bv3P#eJ$o)SD8`Vp$3F>|_4S$=LK z1Oo%?Z*St^{ReDgCyHTFgcwGIyBaiqd~$Mva`~9)jJ;k5-QGZ;=+e?pXWErSC}jc9 zUZ8x24oamwrl(7=besLQpFi8?c=Y8XT%5~fg6G6kAr`WX)RleW%X+AyORgc2&Eodm z*DyOjC2SM7xAE-hCR#09UKd$p4H?}9C+GP`Lp+*Dv;5MzfOaJ!tbhj+@0pw&!Hv~tLGtnJumAIcv2vZ zijGJ;inDqZuiebCqein<#V;T4|K&vwvA_UjVvPjQ71h z&QDIz?zCvkpGE#=S5{!o&789dVUFSyz@Rj`|%H83 zceW#dus_^nmcUW?{T>Fo#T_i#uRS#uCfQc)W*KKM?xWqP`oFJxA=)SxhPr%?#Si;@ z9bRTE`T!(lM}rQIHhu$77h;eEo@B@8kr|oA+0HsT)eC<%n87bYh{O4Ti~(J#9b?3N zHixrWYBn0k&P3G6F1seN>i&=|W#~rp9B~T$cAbkox@XTHZy{co#{B#| z7l}P`)vzUV0Fv#6;qf%h@AgaaTTcGPlSMfRu@xwWxScwTcmxyEi|A1vCe-}&0)w@O2m5&ZWF1GxJIr#Tg1pn}2sa%Pp^hYwP8ZN@4AAN6IK60M z&~*?uqk{S@T~BQRHhbB#To^ zsGT1%3y7Xso8o(;hSTkJK4S2XSBDuxwphf$<4;+qB0O?PFKQB+x`mx5 zA4x$xvFA0;4$-bvuz2k*E)F-O9lM2ieiZrABu=-UpwqmN`=p2Z#R>YI4#uXgFdMCL zdLWJup|M6CeiGK)+xQILU?BHa4M)$v#O?3>=Q!TD2hHiR=EPT1{XIWM&_B&sl0}9u z|CZ(ncG7_C2CFAX&#wHv$5nTmY|XuR3h`VC-Ril_`NRsK5rAZdm}C(N-?~F~jNu~< zI!)|7{8%=(b;L6x7+t)Mo%LUZfYPAhL*XJ3HxZ8-T)U~(KRCwc;Sk4wv!-+Ple$_r>#P*xRac6N2knTw>a59!5qA*grpoNkK$YS3}BEvuy~8 zyU?bjOQhZ}Z6Gg@>dr`2Ur*53$TClpD!4&G9EczUn_-Xyc%cg^4jw|zxpV2sS-gPC ztGVI<^S_v;EZG#&;jovgIxcPdh9)cumAe2d{?i4w1nt{#47M+#*_xpat^ZPmmluE} zAzL-gPcA|UKY|Xh-vtaMm;SZ%|Lg|ullFxw=+pa1u!Y2aoL*nhj&vQ}ULQt87mCh= z2GbD+Hj)t&BbgKmi5TM43F|cAkQD~e+hk{|)s~b%x^EOP92dJ=EK67F$Uq zvRGZa#&f82JXcR*>+Aq~XEkVMA4$W(;z9}eT!QU!G==rZ8_Xgd{XVu{Y@y!hAQDYt zZgCD*mKWIH`~36(8&4kN?C2bh7RAjsZsOMMn}|hpoE_}p#fwdpt995c>>~Pp>|-6V zkji9GuUF7%^!Y*QwjDXUZ?L6LX>=T!T#l2gX1#^e<0Ii8E^RUh1zJLNW+04w+}9sGMy=lA8BH@Ho^62`z8uz+vxbY|nQ6cI?w7Y73@yCY z1MLAXR0ewpoF3F8uAcA91!ovr^=FqX zTYW_1Q3=p_{9L5cNiC9BUciw*knM{U1mtqPtDhy$hO5Jm^ zNum23EtJqM<`L@-5TBicIX4F*m1aklTX$YZ*LH+3AIZlO%1^50zjc0C*u!zb@5ru| zE|O^?f4l)#rUU8nw{t^cd{E_2$>G{;R)(QSZX>259v93?_N~K4NARD`N|I z`@7%A{=qTUzxWj0qa7H7E@GaCTCL6K*7^8xzS4?p&o#bq1Y*hF|TK@s~gS zoX5UGDw=WxK<#BZKbN^&7W4CS{O?Y?iG%$kX6w|F5wBa<_G|&c+VAO1$C;_Gy;voKeDsx5YRwHnAb62?zS)>i()@A zU;3=j2GVUeAjNKe%cqKa&J^d+e%5VPC17^>x5aTRD~ig=Ar}q#;v`0jHZJO$$fZ)q zFQn0EcueUPiMr=oXa;>XwaRpMN+24)(4i7E>uf%W)vKh36o=6Rj<%oRTW_s!_qV)z z4<{#Q_~PCp%&n~AjW_SIy(<9?tyUciSLQJ}R)FSG=d+6XX&c3aj^pz-MoKfxZW$@0 z@M4FWDOF}E6pMmhzwz`jvn%U$8hc1G_}Hf$)EMwM9+!_1lbM`j6IpC;?%<-@LZ{~- zo6_a^2kSyi3)&17a$%|qDZ9QaSSti7^amQcNW+UJaCBC|Q7aBFJp;SbhSqQLT1~`a zNM&P8LoZh@&>@9)aJNj@etY4<|B@SoPsA0C0*3|8qcF`33@yQh;FYB-xN>D4*>oHg zvR8hzj{UtucB)c>g951$M>YtUBJkm8*KZaowR-}sNlkv`>wk>O;WIg6=^;Bh&8&%D z<3i*%61=Bcg_?TQaHBe=RXz-kXIQWdgGD>xz0BYv<@&zsAU8I}_J|DDOR$dIPIeys zTC(4Sb3|rz9Nk_EZCdXh)mefHPmG>^yT%%DnZh_aG^#-MwKQ_9x#&0R*n9dpU`vLV zCfhzvAKl6+HxN6u^RF0>dG+h7B@r}#Wc45N>UCN$T216frr_mEC?D^zfM+UGWVL_0 z*F~p#EOihRcz8KWmJDxYCFwfo*UzC%FC&@DqkDESG-jl7U0vntK8qEh8d5bp9By)J zmK33PLP;gnKRkA6vQ?wq*O`kNG3D{(XL_C&f;`pn#pju#I~TH=gA(j>#l_Z@I-xE* zd#*frak~5^JWbAs*sPZCx{A802mXVQ)KR}U3b+G)vMzt-hAu{!<|}tkpJFS%h#nLb zzOJRRPq5)Qn*WH44vrP-&`Om=>Y_s+E(BgUj{L4KDLw_=Ncf9P@>vxX+S8?2hQcU@ z1r4=Os_k83J9xgpgnF+$Pd|Y&(Cc=Q$;Hv?HW-z3B#q2u5kG?;@Q5jVS4WdEOr&Ed zrc=-c1N0+V9G#cZ8Mx4?cz2X28@cZ|+{M-%nu`+M&K7l5T5Yu2O&0tc8J))b%mUiA zBXnD39G#uPO672Ubs4Ed8p(W;y9wmOI-3quo%ve1E>2F5u)DL%e#S)MzqYmv%W|>5 zyMv9#k9nh_wKKCgg{7rg#4L~J9ckk@KP6RrOOBg>?Vw6yCCtps@MpFgN9=2>gd_?1 zot`1u{tOC*Jm1?`BFXch_doj#+grQrolLq8(U^hh=@AqPDMqaKcK6YZ3FiNY?zR8lx|+EPo_&s4nhMM+7N{$_-m9iCN=#ABiEsKzuknrRCzVQ?mDyyPWdSpFni$YD^* zi|_A>^Q%{DxVX6BPEozqMERnM$=M09r@=)coj`u1z|>P#(pEYfnlvzb6$s^p5<`DC zb6E`Qdw=+CW>=61Bo{k8w3wZ?(;Q^6~}S?_ddW(9~irF2Yb(+qF<{ZX?ck19xBH> zINN@~YWs9n#NZh89F$TK%)}zlSL680AO9U(Gdg_M$~i*G?HUGm)yKw1MF;Wl5M_#G za9P;(55D<6ZmuryxocjORkkbTW4^AjbQ+p9fWz)AU1+4NZrj4w-Wg!fX$?W?BK}-1 zjC~4DP{PX}O-zij9t0JqC&$M)Ild4QOQD=a4|VSY$5iD;p@l|yw5RX%3tj>}?Y3VjQ$LW)w zpEh@Z`}`bUHS7!zuqK7YFDaczOrvYywj=GfcH7mcdAA zjAL@``~vN6PmZ6s!M36_vPb}rX#EjU__N-XYcu%P=iE(0p{QeIbOcs1htGcV2w!}5 zkLmInu>}S#BrFo|Yok_eif%nME~OUXfV!rtdXx{X7rIyBt%ccgEC`!|Wu%bHjbQ2O zG8X1%nA(55zr!vHJG(-F6w(&bw+8hoJ-VFRhF{o2j&2b6G3a;sv*L*?gE91qrVGr3 zO_avv{JJJ`OV5z`ozAWvepihSW!tD7Z~M9{m#Y?H_*Ra#kjmy!q|qp9`XGW2w%_ftqk`rNfQEIT_!^1tQa#y6wlo1VmJmXivJuJ-B2Hfvs^JQbZa}xq zxwn6jzXI|L*f(O2?vq{!>E_sjq2KbD9ilUnIXyDP8XRBs^5jull_Or$1Y)F$6NnS| z9*uF)-?%vDT&>@%%5j31&)4ry$WcyDj^H&e4pEw2#rfGsp)o~SZA!6q;XLIIX~nSS zgmMe=^IKEu?TN8>woGTKeHRDCGWEnDio6gZp#b4m z?{G0s2{j2wfCH`PU%B9XRd-yyZy*YP9uo+Z>NUCXsG{9d8C6K#Tvr`HHP@>If}~BC zPt%74A`~vcGefq2(cpK{nGng83N4fhaED5YPpPz>DBm;}MvMhWVWG=(e^n5d6OKbpnDyK9uCLxQiE9ZTR0;_XXDkq7_9X5{IFk32Lup2}<%{ zfJ`!hxNBp!RKm&W8E^1sl{%A%;+Dzt9Yx1Rz1bGFN4}_=&fQL%RDWF$7Ihq4A>h*+ z4AAZM(2lp!>)9+2cv3mT=GiIJ?PfgOzOzWy3UOF8UqKIcvn zt)B^^b&i#|Yj$*S2F*<4`n7omMye+#XqGRqa%~C8OaddN6pDo;D(Aw=#*3KVqt!ofeR|)cXtlOc#5a`V2 zju&AX9vYPkP6l(i0s|wYcuSiqX&%t0lO4_2_yn%5tzcqm6w!#zv!hh>dwLAF?p|jv z;dsnsod+ut2{JOPM4E<2-83sScH=T~05>4-7?_)7dRsJ3GBTRQ%`5LCmy98wjw2N}5H&nF zjZ<`aV{$o}CE6%a42dtuiKI;8JY5Lvkys!VRq;%Q)ue?*P=KLc?&`shqbiWYUlTrk zTm@gx^JA!bx&uI027XVGWF6#FCi0oIFKVY^3*-op62W0m$@OGN9v+KO0x_PvnOf-Y zw9xtc_B-+)u0)Y(!xF_mc-F2<^TGWFT%wD+mQb?i>tgV=ys&$&F5r~+(V8r zK0V#l-0t}?+ttV#h zxNB+|zBtdw!Xhd?2gT6|W@%}zggmFMj+Z{F{IMOC(4!J8B`HjKE2`FjE>j zwvEpoZNStlA6nAoF6_YbL4Uf0@pv2)(-Vj#B52iX*xA|Pt|56zzVpUw_}1^ejkx9V zI(EAqF+M>>MpR>VA**c+1pB~cpu~kn_M6>4&N~ED%WJ3Bvcj+wtHm$O)m|(W#$)8H zvIHw;GQD|!?+ESoU}*l+2NC>#`9lOjxuye?8Q{uzkYfUaAk}Zf$Q(`!5N(J4AuhCaT>iJ+>-hK93q(TXK^;ze#TO8()Fw8A zR3K3KC;VbwxkNeWcUys7s}ulxc|1V8qKORR=>oGXi4j5TG-l|?T5&|u1&pUgQ90U_ zMU^9kv4`MT|2xvl)X$)GD?`_c{#n^1hy#e`3YbqN(JmiwE=L4))AUf9o`q(gpnABE ziW@Ls=?)zq37sO>5p0K6rweUz70p@$AAj^Y4$qpHU0lV~%p}MA=Nr%P^vNa{{T$B~DMzp{MeQWk&cj+qE*Zff}9Ak&0$8@H*&| z>li;D!t#|tEFKA#YtRj(NX4E?^!POLxlydGUB~q77{{Fby?s1>^aQ786)rf%^B_Pn z&7U`y%wMA7%Rj45zjBvQ`*OEYXBxXflzKhFg)OnFI`z80_o!|&twR#>q-WA$QDz|^ zN1#uuUh&zcmp2S%?_TUPcu2*%WtdE3PZlRpoSbK>y6uQPo$ahCN2OpNv%NdKO= zaswN`{!tJ={C~>&Pc~##9!tO)hN3I#87$fM9xh?JZSpahbHQgn;0~;XpSM0L|xJAWhnKj`9XjSex??SntgD&*i+pxU8SwQFSjlg4TJQ0 z=y;x>v#A+PMS2yMD5fm_L*CmopJNCCIMe8}RoGX*0@}a$vjPjGMT@eG3)T6W7fKW^ z&Dm;F$R)gN)t_7zMA9+n34tU{8^F+nJw(rOIpLkiXJGbvm>(^&67!1}TR5z=5Ys&@ z#S=UaNf)F`o4l)`XFDu5MRaKD4ug|>@cq_xmy>BqM(Lh*?E&ib7+xHm;-uEZ=-3!^ zr-v6$*O4V(+e85mpPyqk*AYV;_0Jxl*?^?|FjhqmWG24T&K&$9(jAu%*`O4N;1VZpBqCW?&9F!2GILK`53=vIQHY$PYag{l1O8{S%B%UE$)C1ji@|=Vurm z=H_Oww7QIlrD5aoGd$neM8D^9n4>i~e`OJ?YpW=gvgkIdc)I>X(8^jJEG#YIR=$8@ zp&(~@T(-JdoS(=bgjG%N#XR4?%G%XO4S#xO%7XK-0P6J)blT)no&7II@F z1u-Y;dQuEeHHgDZAPoK4FVRA}R*(h0V!~)X^ryOgQs54uhMO1k%zZY{OX-g`L|I1w z69xi@j)(D5221l}C?s_jvZRF8>30FUgMPcme-`vAL8D^Sm8qjnK#`N3ZS|!XQH{q1 z{ZOi{`z|4>P#>~84KbWAasGqrrpe=Ya0~CgDvr97Ht?pHR@m^z(pF zjCW-+p%@wX6B!OQ><01+Az!V5mfN zpu1jHntRXLXYaMwUdzSe``?0=j4_>_?k6RT$*C!9);dV(8IH&0ati5(pfkrl+x&d&hVpb3{!%sj0iLM+WVYj#-PZZaLsmikRA1IW_Gs=s& z;fNeoYUj|NmI8@>1O&JVK)$Vjp&4<~OdvK639*J z_2!iiatsmU2yZ^fWEr)FWt%g~)mF7L^WgEUSC?I8>;2g8s~U}V=z!prUedYs}n zIb3-`Bag1AX(W)%PvGAD`&e9jDR>qq1!ejc;_3S zKBCSe3|_!I;Xze7vYIbfaq{$M80&GSUo*ReY=pa4vMH(|dY~(oi>6$9B=8V2tKVFa z4q3B%9>${q{}Bu}4};DXCZ-oKz5XsvH$M|2M$Q;!CXcx9Vn{-9a3#amka>xVQfZc% zEY7$eyhpflwQK)EddvQ7~0UtJOp@nS|BV5hMLJ-4NiDCh{oLH;^n;U=7rG zkBYkpn$4by)0(i#RG=H|5nEM?X>xgO4M^tQIM7NWVAW=3pvepa|60>T0rUyv^Ai}H zZ;Q7NYE$tXYSM0R?LpI3a~;7bHvtb+_}{sE7rAVS&lzG8o*o^eS+50pUy#!)O3RH# zv8ebT@i>-@YgG6v$cY&=;&SMQs9Q`iA1oD-1DdX!arA|Ip{eQ8;6>dKm9%<6;wq-- z9oc0P0wj#6scyHr5rLmKf}$8VljLA^_?&D9KJ%eWbr^IBT<{p{4Os$_`C{=!JTU?5 z3e=C64BMi|gi@-fXnRUv!GvKbKp`xCR8g*L-Zi@O_0KL?1_~`B%R@osHNvCg4e-Mc z)cvIlww!~F00y#CLdkc#HRhzz^E-?ZjSZL4p@BQ%PEtIdMa=gwn@-|f7mfy_k%fy^ z8u(|j$-BIDt^k8%6f5>5{H z@YSbJ(C-bQCDJ@vu)4MkZ`@})LDw5|S8R1-6~%Iiy{~=8MW=a=*PFYjw+EaE5~Vej zO$jFiYk*$6jdrukmP9mFOkMd8KDvcs_7&iEgTP0tCYH+K?!CL*Sw1>AVlf{Q)uXOF zZ|+H9UCd9`boHOZMdBPjPx$gYC+~LN__|C(%tVQ1s;i_!=`1*;vC9Q(29WKLM}Dt4 z7(`E(G%nTci=EiON5S`%9*L&@Qv|TQF?*=~UtQG5xf;dJwaAAG z02clFyneuw(85CBS7MOrX!0W=Hi%8(n(};w>gz&nmS$Wv0kDc78^(9vFsV*KDP!WB z4;E2tk8slHqcN~CMw|=wv(p+zk~SKAwn&lnb%}!NGVuS{*V@C?)g>-#S7L-oIx4hV zZCuqZv9Piz=VLwLeo)Ne^5TlwVCu{WEf?<`*VAvaQ0umjoc=O>0 z#SPtqv80g>`UBp_6hjo~Ou}2#4JQzSL=eaQG17%1zV(yeg|5f(H1ds|a_sjDMmtbbryqbW!pSc~jXOgF2lq#=U*CPPgG`F{YZ5 zbr=CfqAb47G9TxBTkQL;*%eov1xz^Ta(cXhZaXLxTu1cPMkX&5(8 zV7AZEKHn2UptjBL?8@2G7@hZ80){5oX{uW!tVVsA@J83BNTdV1MyWcWy7{5-h#!Cp znoPj2xybNe4B3ryh2^2Drl8A)NGQ0c9<~-^pK;OocV!n)G^6Nu962(jB8L`;c`9K* z54xvwk*2;GsolGpP`UZKUHEm6cq$8bJV2*LMgK@#9?oBU7Ff1=efYBmCg<01^6CrO z!HifG{+%8Kreh}j0+Kc z|7*a8|G$r*_o0c?chqlVcKIHf^$XY>YXr-Oov}1>9GJny?i1FS2--~%_NA(8)fr$w zI5&`Hm@fqaRW8SD4>J+vcuCCD#OnPIQQQ3rqrpJhQv32u5p^bwt)ge!;c~|8R4ry(oy8c4o+=n0?D1R-;Q3WA<#e#+OZ2qd! zS(U{Qgq@qNDSupzDXXIJw{NUQo#!Y7iX*y6Qe9LzKg5VQ_K}}Xb*?z^gL`H zUZ7gap`1&yA~ezXNkGN+1x?$wM$8`IE-1|;CK5;`;w{=N)w9wG;?(O{vG}k zkNNP%G*DY?!h_y*cVs^TOezS>BKlu{ft|dkW3!+S-m@v%;DV+-U;FxA21YIbU{Tf6pA=MKEbEI{3Wg$Z8=M5u-3us!ZH#hSm?Sq zK0Fa?P&Z{k`ldjY7Qt)%Yk^tJ8Yz)BLnffU1oK4B7AD)u+5|!Rpz&P2ui}gE2UxEv zLg~8*Z4-kFJX%}nWE?AtOZZ2>^8-A-JBI|(n<#-M>hGA?6+^zKM7`nyQF^7ar6>no z1r+)+)(C4k>e?#MgA&hFp~QA!0sA4+B@e|bl`BWYN>OTbC`N-8#J}ssc*qn8i{7B% zyU~sRI{d|tj8Lhc2MnT!AdL9A9@6>4O?nNG)S|^qfY)l$Ng|{nkngdwYh&+bU6%rY z8XOvxGUD(}jrBNUG=`GZkxL{|@7p-6b#Zvn#nIkt*@2J+QUp{AEcV{k^kz?QhYKUx zt3(sOIKM!*N1~hY;5l?yo}HdyesNyRjglUUsbg-wiapZ#u$+Jup$fUTl#L;nMTa*$ zJbZiy8@E>3RfOV%ArLG^;b{(?>_t7+ASe|I@#M5fj(eWu}S8U0$0zx~1MS%Ts;*G_a@>I@TwchKv@;Nst7CJZr+#&MnJWrv*}3qi$WNqq13 z{t<&i$G`k5q_jR@IJm46`=ZIS<{5pAer*@a?|m2P>3J^pO+Cq?Wo>HkssiJ?x=L zBCwSzmKIj{bMNi#p?-N8(5#u9X^4)-RAmxNtMkxIAD5SPbm|s=rvLuG{$1ALaH%up z2u6c98VPzOsi;#oN*lo)b`R~5o7Yx2oF;jM=rK^ge1?tHnzNl_9aC^oL@*c`L43D~h zI@=8M46#k0amcFvVt@HxGe;^w6yNbUR-44W(}bEm{XEWMqbd=6PYX)rNK8{BseEZ!_g8#iQBQ+W>M23-86M=dCr@zN0M_X(-(HCq>&)v ztb$;1acDCOkr;@$;aXt&xojE2EK%%<+x*u4`5-W)kZ{jM^+H=h;l9cn(-L%Jib~t=Y{W_)9jR(Cp4CyMM zz*(2U1qM>wfpAhvWrVMiAYTc!ph! z#JsZ0;{YUzNimeJjYBq=G-GeLC{Cs@Tg}1sIygBw$5&6DvTlHnnEZsIUN8)YM-VN0 zjA7fwRmVl6GeRc+2e5`c3SIvDqdtZSjp7m+)=>^xMSt{|O= zp+9mMh%-!s?ajKq4*LBr#zPCfHNyJx5@r{d@Z{MG=+w~jhVX`U7>N{OsWcuvdVt;i zEoOgF6U&JCtOw$2v_FQJ%cjxo$1oflu$VTl7(zfMOTYgJt1C;)m^wK+z|*guu`n_s zBM#zhH(8l> zuA$w$K(bIox;P1cY++3IR2O+wDqBFNJcnN61VeiuZ9&byb&cp|3e`LB;q=9?IEJwP zhUW5Fl}>bv5&!@o07*naRLRRXdG?v$SZ+O37E*tR4}{z0Ixp#^FY;~b3EO` z$^LUpZ#=@utB+w2pe`F<9H$Huh1uH}T%N&qhO%iUZHeV&(gXJ-Em(7iqA20^%q&@VVaPszuK#*Q=vFsP=r9%(&M4NrOiDZyw_lb=cy05U=6Vv>`p zxbSa=5ztA*QzJ-IosVbOgcHw8Z-KEE!mJ9VMzwNt!!`U+>K zm+-X&qu_K%&o5T7aeD=+OpIr*&(6+qbackzEJFXnWw(Ikg;_585B4^(yMF+ee1<9M zj>WLTimR)*I6cMlCoeFve4#~3;Ehiz)OGZSZM@#zMz=e}WO)X6?%YQFu=8RY zo16O>SagjI=~3#STAjzt)FdZ|jYb=1XAO)-Kq{BRhu`@K#Zm_S)*dpW9|H3 zsj5`UpxU5za)GPM1|MKDz6I+x?Dj@L07ab&cZEcyMF+h9lN!FRv?2p>FLLq18jx6dvYRP5Vi%SXu$D|-tHKcu?9 zD*BmnrQ(hzxb;-T8H)vMlUJ2`2*tt{(uEVR@+bxct8AL#qQw{!f?S zr7yiz^+@METIhKZ5a7mX7$ufnV@_PFjuj9YiDbb65Gi1p<)Ph3<9+p7VW(EaVCjki zWq9m!Qs&7yDo+=JbAe6*6*x|x85RV15&e~DX5=n1mDG`~=8)HI4DVI(bn6TkR~B5) z3>zsyclIrSNI)nNV@ULIyX`J6Yjs(ui9}mbdmEPx^t(MCYk?g3ot&IxHTl|kJ^b$1 zl%2yppa2`iTcZNv$3OWlD%Ba$;pZa57Gq-4wZJe8dG?7e0KLFq&|wiLVoT)<6AZFG z{qhqW9PA>QNnvVw29@dpVrEQQcHQi(h7Y41Ap?*{ww^lRKme8{uDDA5+no*A9g!k)QcGH_Iv0I#<+j?J}erGGBixj&Y)0CEM<5uSq?b-g!Owuy)1ucxI)dULk+I1Ex^RKZQOr*+H zOiou>m{sMFB>33AJVKAG`dmK{VWgtCP_8l?ES9Eu+LH8u7uRppYomFx1)b-d-@5(& zgAda%Szy_ZvLoaIQX>pjr!GX9<8dxXeC^jSp|nV3P8X*b^c-}A0Hy51305vG&Ug~V z$qF))LTp0U5NOO0ExL7e3cJ@3HqX8bYuv=qMF+jVJj3Kf1+C@~^=4PB8O;ml;B`@4 zjGaC!jL*zeSU=_7-Fx`IjQWRtA)KN^^@$6feN6S?dR zE-&}7zq`Zi+)Re@P#e8|F97JASe$9u;*Sz1rv_3Q8yoAGo3F42%JI>OV4ijbTQdOI zgK=Gl^EWD_^9davthl(pOnXW&99{BcuN`1^^*%;@Avzd~C0S(iZ089(Tp%+3X!wYWvR^OuRl?si8DIi{-oT zWAm$DqC*TPPsAZ|j~QHDAUC~;$>qlw4?A2?CvpXDXzaiE7`{D>v_Uj(64RMFYF=TU zKEtpNXEcDTYltUPh$pffzfQM4XJEfOGBI+*XsJl6{2PF*hH!{X3*wV$i03G~dM{uE zAQTc*FB8cdbvZHav6F zg}(Eiq>6HyKybgS1VU1gFQZaXg9~}-NvLN0 zlX^Cs%g^;v=LH7?k{jLliVOk!RT3Q5Y)*>K6IQL2PO>5*Z#YoVYJft#dbh~Zz zY#Zl|I#QDbj7DQt+ny}sSm~M6wf$rgL$W`T>hg3mX|biK>tq6{Sd7O3`i_sG?ZP63 z|Ir9;F2nb0Y>zM^k7sv`hSf)VXrbO8!G8K2iOeMK&yv!8B9uG^aCvr$FP{!@dD&qm z2!kl3R$HFH#_e?!@);0mw$tun>%|sq>bg@GTzA;uO#M;I(;&GklZx0X7(CIqR<7pl_n5&l9Yx!({56MgilVt={MBBBo`}`Tc z`f{7Cpp1Bu?F%>7mWX_at?g|b9iQ?#qP;^(`?v1gLZOgB&REQBX#*u}V9|o%H3?HT58;mc>g5Fc?1wRBv zqX!)P>v2%x%;5p1XpxcRFc3%#yYy<7R`b=H`#}*Kl+D5Hz90PClR~ATRjQ2Zl9?oE z=U%|LqBW^|lnA7FpV1oNL)}yKUNOH&2^$Ge(q$tdNlF?h@r`rG*+6c28mseVeE4n? z|Mt(m!1jIvean_JuLx#_1Li>hN{G*?^T#vc+YW)3PXHw-luDEwu8Nt%p&jbskS!*4m&htLM&C2W zB7&PQUZUA(b!>1Qs4=d^UiY+zha)62X$D%zmdPgYmOz(8QUGn9$C@raPrG{f z=1+ctPP2il=fA*YE(M3W>{PhWwQCEZuB-ihbo(RrbpJ0uTE|p*5hIxR`OYB@2EfZ_ z&vAZMV{qjMKm0!OxinwnPOH!Rof6*5^AjW!RpfIicm(jC9O2^R01wxe@SE@5LQ->t zJrs@OP_alOJL3_?{T4>UE(~HWcpm=E-@L-J{SjQV#9A`6zzp5P+WHFaKfaCPcpIK2 z6zIe5kNE#|E{BJYA7X879-2SG>ES-k&T2>`l9-(;aWT`ls^jdq#&I)P0n8LJF*!Yj z2lpSKJekAE@jgyZPElQ$$Gto2d<{S+$}U|l)$lqyo7|wCg(TMZ(ibj`>PUJTlC&5`}5>8#T1+=VH{5h7YwE z(#Z_cv&)EQix{=8BumUgZekYs$`VdDKbK1W;@S~VKDGWX49#H20wtPCuSw%IMzYA( zy{E4}hU*9oC7Ow!S-#ChPi^mcBu4-G4=QNMepjUKhP-dGK_zeYu-9V1UMEF-awEd8 zqbDU!ODzBqGzL#DFOFgLdJ_2Yq&9!;xfmy4yxr~K#giv^z4e5x@KTv1 zR#%p}kS4~LJLs?u40V~6KO3!CVr|(Z?&o^wTwNedAWbSSig9M(fg4U#MG!T9&mQ3P zcnh72UCd7qBQ=LcJBIF{$t(fStz+-_4Dq;!(o_M9%T@II0~{P3W9;}C4_!3-LIXj} z+l%#=j3=?YyvP>F^j|N|Px0#2OEgO?FHJy$}vegkA$sN-sc1o4%&6}yImPWRsY*Z=jsgY`UMJ; z)0kYm%fiq{ub*Mis>!oM3&yWBsgq*3BU~MC@n~PUx{UJD9sYUabO)!0Ux=oYrlDi$ z_|>k5*EKJ~$c&2p`4OieHR>+&HA7VKf*B|o_>$Jo4Pjm7biN#c5AL))tn{GX=CnqO z!-%CBNHycaX4lj;H~3SQ0s0s&}NC$KZpJ#By;pR*9J$$OdQ7E}}RS5LO zA|a+5e{?PU{pf>=)i_g>9AU%49ZN^jqa7(65<%@%QK06f6-_pZ`e>o>VQ~F4d1yow zAvM*7Qq*DP9ZzMn9>-|ZVf0DSmPrwneCN~Dm2<>wVcgU?0VIX}vF)&(TP9}k_eh!s zGI0|r>dZ--M(XerQaT*_7>qpBdlnyLmg^(#`sf*gN~3uuQbvmBh={HfPnfcJ2^adw zDRuQ+F4j$XPt8<{>0h%mQ@j!BbM3xnm1+ugsv$CAs>Bl2g%ZCIKtEC zn-~mTE-HyyeEaq~;&GE*2KHX>Gk8O^#&jlyJNIs5W~PL8vyKDW&+Cxwj$u4%#L%cqFc}*7}V$~VEvihg5Nr9!vT2~+e?knb2;Ull5#d!_SK9zAXBEA$|!-!57_jF&FMi z&tRdP>I(WI6{orwEg*(Qexd}=5D2kt+X65!m0O7)bWhZE2`oN=Ky(z5ee2z@!-|%e z>UqJK#SQq}zg86Bjo%9|p>~}Cpi2J;AaVU(MA#g1JV2KMggl2v2c9l33?`j zfg!rBJYu3cQB-^wk~&GFJf>iwxMPP4bx*1a)87efyuDb(KmUgr{OniH@bl02(d>-^ zAu#3U;=d&^R)h&w+fBr~lydzL-B**2E_684JipRyB+zGeW){!PS8&H-7C53c z7Kzbn#7%)d!0c>=g-C_wgDj?e(fQYj@)Gx15I1IM_``qq@9;qSnIN?F~L;d%Z3W zclS^!Wbotfe1LK>3(py{?G}GN7Umps0y-eesF4lZ8RF%^6<(cC(Vv%V#9_7xS+34j zX5qRv&*y9Y&3)w|TPWbcJNL11YYDDBz{?jeu>EoeL(9SH`Wm~z5LmUdvybjzCxS(=c3Qa|VpK4bybtwMW7#RC2H=&c$M4UX{*lhsRHJSVN6R z*;rg%Gm(w?xHG3?p1=vX=+%y3bsAEmK_rso7<5%5i>g~FPS2uob|^=(fQhAhEGpH! z*bnxZx@N88P2Bm;Z{dqS`2$fb5Mb!L$d{&Zvh^h=-ii$ne0@!@O=&EIG7~x*9K=}+ zcxZLt)(%1uL8*nY^8Syo`O80oPip_N8AMMYI&kxJAGbgF4YYoC8ZcVH@=hscCR!J} za2)9*15lZ~^JE8omJpbzJ_I?Xy4 z0&Er)0=h($i2VmUyH`M-t!o=KJW5 zN7#D3jefI_lmkpp=eUS(wH@xNlXzgiKgNg(^tO&@fnazrD1Bq3V1btj!d$}&*z4TA@&am`Hj0R z>_7Xt%nw7cw`j-qdL0E={U)|P`Lpnby=5uUxkTDi2#%~bXYLJ2o2OWMLbLpG6iAaz zKTT6CY&{CW zhGa+1M#e*2>~G;>e^ZWs=~9bIF$8sVdM@gn8vw_(n;HI4wSPt9$q-r*n(7&A0(cUX zZyCqj@B^uuS?0HpdNX1?GtLD+QT&NLLp7gxHI=B!CoB6(r^#tX|bxpXQEsKAh84kX(`BT#9(eI>^ zX0`D(AOiKt;@$|9MU@pzR5jQSz!CCyG&#AY`8T3%5)DOpXi`$dmw=FGhbWnSfr7_O z3`rCPjQSvDm^@=`ax2fnXe@m=X_l45m1u6%3B>??!-Hiz7U*{Y$Dw;03-6;ZthHQMU456?AybuUEG*3-9yb_uJUc$d{_A~ao$!nw(@}Ly%~sel zW;7n4UTNd>g5B9BXUKn3%|OQF(N9ij&g@Y)3~jlflaB0@5iRwbKLix_#sl z3HHSeglhO)_nF>Lhw((Yj63&kp;XA?>hfGT8L)VuC?c0uR+#=uz|H>7Yn+~3h!Ie! zwo4ias~c-rT$*P}@!{S+u4*lm$}_C+Z^krH^dBDK#j_V^G98Y!kRZogqUHI!h{nP(@BKvmZ$UJ^3Q8=OMg0 zet4bUR^3Ja83hD_ucKZ2?@^>6YEO=+21)n}*WTkAq@ziNSs1b)b@{p&(#nqy7wR^q z(kw8>R%&YeNh!H=Vyi_&48zYKY9NR%yP+FcoG#(FzW**VnKb_Vub-jOwK>5Jug%*M zV=*gF_hMmb9`lO}QVT}LN_E(HZXklA;was`(nJvj68XDqh|?%y_Y)q_dhmDEft{Y6 zLO!39fSClBCH0=!5A<`-=egLw{(t`(r)OsZeDgdMb16(sPB17-3;@z3NTx-{jOID% z8kNhFC=_z21qShNes_7gN+ujIBr0qyh9OzJX=J%HL^hx0Id&@i>Gg^6M9(1*LYIo! zkYfURJc$o~`}a_qUuNZZr%^+FcN3jg=i3+z#+WQmVR?0x#}Mil=Q!9ulzUX{5uHb@W^wP~T}(}taB+HwmoHxO@6J}L zn3|d8ccHVAEoW6ch&(PYTlo0%78@*F1% zKF>#{G>g{x314?QPuCv*22NjohWMRt1fN&gY|$s5oZFC=j&inEH<-P_g0gBJRf&Pp zdr`dUw~;AUkj+iQ>Ne16oH3ZoBLRbMaQ4t6l`XOT7TKKfUX6$@(}OI`=!{Ng3$QxP z;L=i|I;KCi_^!HioZwt#JVK0ovHv3re?&A?-n^gkU({fcnmVGOG2Z%8Z$5-)IVs`g zrxtjb(KYduRWu+4$5?Vy=0KrU>a~aKV9;*zJULO7O~XNDdKU3)9&r}GB{lUn`t1`g zxLFKR^HEGCp!h5`I~N%Cx(w7)4L~j@ ztnpwPY^_Z?DNOtKHNje9?E#k?NJh+nM738kKouATa%t0pD>F{q|_SIvI*$0 zDK~c=Boi5A(mC||7A~)v81^m9ROc{1S3#czUuyx=gvR`6JZWWZ1-Wbr?N$SuuU?^k z*_6Fu(NxT4vJ5U(Dl>d`Q0_J)yGzGru(KMsp`#;e9?oA(>7*b_$!OywPdSo@`9wE5FRB?3jLFOKZF-t%cu2fNHF5b0;yVZ{snB@V zUkLyJAOJ~3K~!ExjTMC1uo9)>Q2<}gUb7M?u0cWnxSh*VP38Ky&S$ zNJfbMFE&M}+^ww2e2MM`<&P|Sgs-R`xEBP8K(MEy2?CFjuqYG>{E@YW>-7S$Lpq>G zwu|o2LefYflgVJ@I2c$%F8XXLa6MH(=zO@*B!6!tY-f@&QOH{KJ0k}J+r!8MM!ukI z5)E`j#TL;BJr^+}CcYUZuOtHG#G;q%+S<_NOm{Aw#I0K^NG1#xrW*8n*xfroyE9-< zaLB@dX7DTX^DI_XKdGVJ>c}}>1KC^_OG{OFb|1BqLv-40siWXa+Iko$U?ea#yMWv8 zJjV1)nbo47K6#F2vn>)HP9kjvl&bSp%vPrmHw~N|*0H~ThT+KPdC%%X1v9fnSiL5m zJ^2c)b`Rxz0@b@V%2U@@3k!7@i_A!vnwsDwc5izJSC>sVo=_g1sZ??2?rmmc9POQ9 zZ|?v@8sU(v5Bm574BWYUhp!cbBfEzfIUeq>t|FVwuuxC)>IyGjzCxWe1C*s?pe$=( zX=Ryh6w~PhtU(vsTRXUrHi%H&)j%jNh-@;)ige*4x07hBv~Ns56o!Eo**lT5Nm<8n z+z1ffpens~RMGmN8f{~F9>4eZzl9IqSw_mVV0UfyfaaMt>h^nrUQS&;>h|k|uoKAW zDQi(b*fCrnX<=CRAQCP@L3z*7@3;b>^lVSCC6a04s0$2G`mM%HY1gJ}L1#HA`h$ee zkG#KlNAA%2eptX?clx{b@S{M$wOT#=rD((rj($G^0BF&GdNYc>nQADOm9H2HuIP$W zQO;`qt`L>s+}+Wc7MITDd2ELYOG6$+A*d_=CW}jf73+Lg1dj3H(x6P%u$G3e<@=Lni@ zS5~#po<7H*-)9iOmjF4>T*u=KvM3RtH`j+!{TH2G9@lVPDJ|9>KJK>*4`y>+c_ zIIDhbiR|GfkI(AKtqA{`Lm}G3*`_(GohssDGbj>FjVYrUg59g?XW z3nJ3*E1I|HJSsMcDlT<-ecv_#uA$#LM|N@wG4hf(`)Ie@7&luY!SoD_MlR~LJ|@f4 zSe)Nro8^?HZNGukzA)h_R+J` zd`(q?Nlmh&;}Zs^!yNO?qFGb9$xWM9(z-~|Sw1fqfUU5?}+U;;$x&UCgKedaYh$cXOn9jwz>ERv^vBYO$5X)wJFES>A{LuL z7u*+?eW9S1?0(R^rzb^f*ls`%6LopPL<7YS=uN@em$P1iJ}rthMa2xd*}8HF@UGnx zKhos}lw`RKd{PjHh5LLt_ok_?lDHAN^v(47S52WgpwN{7Y!C$^Q6~8iCV;|Ff(kd0 zb_IzD)kW$!YjS3vY%ZYOtb9>udQdaQesCS4LmfWCO{NZ+AnBI$T6HKzu{X8QsWHO7 z+BCPF&2qr<`~-It>E=3~h7os>JYj2st- zdwV!Pz2xsD%o)XRl}ZH`(W3i#bya5}Caz0-2NM%Hq>?(%w-F#P9*+ZMa9)YNA@5iW zrO7JZdG7-b+@|K?v#*}w`1llK`Ywv%4;SUBGUgWNkV(hTt~ar>y~}ic(*G?KvshTJ zAfC{$w{?Vz+7(7)4Tf)HJT|UTndpy^h~fU@ci0EkcZWDUJjBt#DeSS!0!WEW8V?@b zN3od2pxeaJ;Sp2Pyr65TV|8r>58t_mT!!XlYuMS`Mzh^TX>tZLl^F)1tlp6AcCN0P zLia$SxB|1o>gqBcJtUSxnspG45B71mf5eA6CFVhcN>Y`4RUoOo=gYmSuuxUZ)3!6j z&yDNlQZUyP&^R>-EV4dMs!N+1;na zlVwvljkF5qZA`;x6f zE+x9!)@nbhxGZuouOzJB!`%^t{>aa79#X*!Kh)>~uEk!(EZ~l_rUgG! zG|wo)tw&%)Edq$B_u-KtU#Q1YfSp;|M$-^aFcSbIgG}lLnzX7LyEWx(OH$U zctOlT05U}x53&QJX_%{4@#5JlSe6@H@epi9&_M`kyFi6H{<(~FjZoHs1oNBnJQLSo zYipB}*TO^r4r|<+EN(`2nzVM04i1Filv0SMWQv8s;@s^CHpz{QU5i>W23AiZaib)W zK@itxnj_873YSd}HUWw*u>rEU(V<*i5t4#OdjoXo3h7ofF*K>uaK~IUe9Q zAK$^_TPrYipGQFGdJxrL8;@WQ`}`c&>hUNK0eu5MkL^aE1t4ihYm(AP+8?ts(`J!M-iV$GFGMa(Z$5l!3 zCGa2tI0%*kWEa!akG%X6&t5IB6c6n8Y7TlN;V-m6{ z#V%DwU_nc>z*b+!RksbzC(SDo0*fJ+$Y5q}4YSo*G_Q`axBChsXN+Wm3fD4f7d8Cx zpZ+mohKkAJdsOGD_`!er_fagCadvi!i<1+MqVL?hi&QEh){G|xm$@5B_M^l;O{CDL zu`moIbJd4sS-fssH(DfwVywaWAU*&_;~^T2EBJnbkC83rW>-45zkS3y@WmCa&# zZ3R;^6Bye=?CfmwSgI=vBx;(>Rz-7WdU}!psN=(ZY;EnJ)9SGs2#JL*TH_!d%Z10+ z*)z&$$2O#vmdA|2v)UybyMXFM6(a|z9iQO%q>WCe#{k{^2Nldz%Q(M0!pog5;z^3j z#MX&R%X9;mS67I~VhpqpOU~;$T;OKXI%1}et44#*fqbqAYdC;47{IayC??`4k!W#u zfRyV6`V$7bM)^{UL-h{CN}@E$_T#wFOq}R(ZW5~DOf^=6NH!DfCQUV;Bs)|CmX`{6 zT)o31Xpl|Zk>}u-yO(G*hT>N|Hz(1#&2!je!Jvh-5fu5Yk3w36B!pd*qo4+HsYouc zenM5=7=~5fR*7CgAZcu$CIET3u7U?-@$Y+q|FhZ*T4WK3OXM-F7D12D4+S)!P=7u6 zit4(0zL;ql3~Z+CQQ{mod^nzkWGse4E{}vMyd!C&5j{0-iCMrQ1uAH;Tp_Ark-duq zP;|$JK6ZGs*dqFI@a5p;i6oO2Da|~4x&#I6F=8flW8AmQ>j)ttTDKIp^_YqIMd7RM z*bX|)I`&?_=D@{sm0~D?se~jJl}yA~REB8jJWtF1>N*ye<`{^gZV(lJ!iG}SnTGJu z)=U)3GkEmD2Q03aPG~qk+Q;Ve=R#}*s_3)Xf^Ttt4wHpE3s~-K9--Iq*(!*TX!6`H z6|)!(2RI`-zD;W<5&F{yWf{>i`M%`YtA@q6!}$O_$kY;JDj@c4}H=hVzJ)6!^NpP!xK@ZcE2dhT((bDluh8uerB`T#Vd5j;s9Y~VrO2AJE(u8-VMjX(lf5}l zs6akdtVU+0WRPY@0M_0xu(~jf-~Fv`8B&@h|#A-7Z4!>7dZ1 zbf-XC{m7_}LPHgeN-|GiNGhf-#Mi0lk-~cI{t&x$2TT9SjErSIkFgN#(2!z_;fD{Y z%;CJhAGrp85Egwk()gAxyt+o}^+KQU@V$IrMQ1PQT+8qvzz!{>iU}bYKXTxx`{@Uk zjeZ1+yeTw8f5cpWc;He;SzS+h?R2idpq))czahl!m=z%3jjkutx8)aS{RF!5hR;gS zLjOf$VJ%-5wva4znM~q)A3b2Vk^kclKgP(8Nrr~>yViV3bMw$?H#vr|_JW)*78G^} ze{M}p_6aD_B+I-+Joui}$(fj#!0Aa%DpkKd$yaf>TrOjAex8$cVmE10RF-W5W2U6< z`iPkZuC8imH5(j9O)empvA(v-uSYZaonD(0e-hjw@k5v%5;2o?K!{oO^)zFR<2fZc z)Lr)F+Fcyk>cdu6SIG6X3mr1fsTuK zG6p}cBbG|x>8ni?rpoBrJ6N2X;cjxH-axKc!fj$CB~2Cp+uqtmr_&cK2?;W-EH9x@ zD#9MNP{}9p?%j1H;|3RQq%uv#J*j9@SIQ>=F{{s?mAhSj0(B#gOXo_QAHGVcd_Etj zAW0@;?Ch|;y^C7~$h{Jolc#jRcbP49PWPJH0dWI!bF(N;c^)U2J#QPnTm+oSEVFR`O zS4^eu)-UkhZ~ZgWjy8jW7cv)-t z;eG50=N)1X7@Dy4O{B8$v{;};G8~OyjYQt62YIumw$ru$mtS8LIflbZ=0wk5TV3Jh zx4pB2RH(V0@MR$13$VxkDk>T{m@nsU|d zkaIQKAMs?8nW;eg+Gn71@6Z0^rx<%FVHr+TEf@Wf91ZlZ7wM{@>-#tI${@w^k#-F@ zS~8gXr?@$GZS=<)dLuD-J?w&)m#sAI3cV|IUWJdw2nL}UL0)(lb(xVO7;Fk zT8_^MOJk*j#TKhVF+j~>s-ifg`+Aas&NF0eTO?%#6^ba4QD)57R;)Uo1{{m zMPaJM{@&ENJvlkyZobR(Vr6|Oo|{a^d9ee2vJ>pBY~M}6(4=)TbQksVdySXs&-y&qED8FG5~1Y?e~z+YYf3CVNUMTu(ATjvH--Q9pZ+~O+?a;OKDIrcxpXaCsP+5f zK*67d{M>NPsnu*Flg$QB9>NdRklV{=njD82L)b$Z96SXR$))(=igmkle2JPljfGol zEU-u(+@?-08e^oAN%4Kus7wGL`cgzu{9V|OD(blO3HC!>5*31?uK`Jg)%57~_Ct&z zfV}1PH1vQTCPr;sX0C97OI=@0Q~pgMG$Z4OCp)IXg}|5bObZTJDh}xnE7Y69W{)Z9 z5@4W2mS#Cqg(*1QQ`t3?1*076qBx>U?{f8BSS?=CEeR-Om10W#==v#yToggva8h0G3F_o-F7F zL!SJi_aD%Vt2IP*c8X`Lov{Fx`S)14S|IooJ8AmFzS-TnkvUK&nu_uvGnPc5O8PD7 zd>-!Dm$q^wm}(=HOkrf%9G{6Y>MI}?I>sZLeX^-*#3!Na1(uUGF{oTmx?gDc$#4G- zcDGNE$$rI_pxt(zMPeU5c#P@UGLK17^89*hkIzr;@_0U`W~P|tuf=o}T@SzY;Ri@3 zbY2I<;-SKy#J^m!;~b3;bA?j}y+2)pwqC%MpU0TIjC~=fD=3&6re?~RESGqF5reDK z82}|i&Zb9tMxKjitAXcVy@ER;mY$1LI?3#=R5H%M?8)(&5L}g`CD}|GYwK&6DoEVqyLZ+QkNG$|KERisJ;B9k9Y!q9qhnN1c;=hMqRN$Mor?XZT`Twl zy^u&)(AcUENM=0bGal~Ux{vqY`-m+espxllU3AVbFlx6L9HnLh#YfU)GK>sHUK8cH zC4Bb>KW0Ga<;$1&^s`@~H>l&QFTUW{re+1Pj` zh@N$kA*jDdYB1_;!k`XFDJ5=!f@Ur0+uj{$FrZwV5T z)pU$qmAzhHN5o!CWePm!KWJWvLfCtg#!oWb@kEBjk2UXr$NT7YMRDhGftN7jNW_!q z^#|}rE(|Zu*G>z-8Jk&-G;qdUB?^!xkfHM|aB#Kq&E73B_>Bkn*5nq+E$KX>@~il~z`kc&$+Xeg)27L?t;Ru;@5`#gHi~GsR30T&c<8r6lVStoJA3T>qFUI?3Qh8Dhu9}%mL zO2~O$2&5v~){2%YlEJ400J;7lwj4J#r11K+PD#X(>1H5M9e!L7>+o-~4OCNG{#BPO zJvqup_m*9%WaCsc#C2|LsxyM_8i{e5@iZ6zqSh6_8aX&nY^LVDFU51sP?Sr%_9cQ3 zzzW#l!qAWjCwE`OkbR(Opk2F|YGdlEeZUkIR|;w=@qzIDj6m!mI`JQ+pawtnLluAV zx?)Do*CIq-`C)V+*DXK{Ulld-GfK~G>_O{y@eokLeGbr)Xh1x3J z6h{ad!n5TfRu(Ltw5n1UEktaBvPc0aniMfqs@8f0;-a_J^+1`De#5p+7{(;-++D-L z{^xLpJq$);rkm4?(}Hm%qD~7tmr99Q5X)kPcj`2mBO86&!$1n{(Bbd-Y7>Q-unGhM zc?$myR?&3j{ft~UN=h{&2p*M6g}eAvsI)HIoN(E;06us=j=vxg1;zY70Sq3~%S%|8pF=!G;x86l-Nn`UDUOei zI0^RDy_Wz?Je5W~lV?gH^fb&w2C;M!mH8>GuT&7%X_nk&d$-wzd9=DiR!C;+jX>8y z?QK!qPz6W=UKb=3W5$um6?hJm^bH7zP-2Y4ZXiLSY_@>4jTJ1dEFqIg!gYq&da;S; zU%iAg@+1POOW$T+(t90gMJB9-$QEql&Ia3Cr4j~v#gc+HxdpU4Lt!x#6 z5kX~=yG4bsK$zs(5iC$*Un+@0#uLThQBm)jxSXOh1u+Ng46(j6i+}!4eu#&+XPFwQ zIT+`f;!PtV~H&6vdz-5@@QSgO{AQ2uvd z^QebT0Dxu-Kt!^oAZ=P5-u@=fQvT>W51{KVj`yC?)MBLBqoaP+LZ>}o%UR}aMG9q4 z_AKaU;n<0bcB9SoKHo3fzEYjQr`5jq;9 zq4<1MyxY`qa!KQ3g6aNbC#C604EsYgubSK;8<7>IV`FHmd0_Cor@?daZxhcAf(zdt z0vbk^Db6Zcv{P(KWikwuQis3QXds&}Fn~fMdzSo+rXf2AGU=kTk_7swo5c9G?Xo|( z0I`(I4T*hqP%cmNtncCeAeHG)(%zYc2mB@n`ZaD_nbOad#}C17a$p3v3qxqX+~w~<5wQvN0D4H*y_>e z0)Y7aG)1NfC^ccn(+Q@r&qA{;KZ~nO4%3W>jG9ARNMNZ{#@hNaBelqT{_NzEA+e11 zlF3X(t@#*7Zx7M$jd^WQOxW1mVEAtkOt^X4?~M{9jgY9;D@+j}`d{RSSl?K~9_gx- z3TQXanR9&j_6XhXh)b>Il@)#;ny!?p)JW;w$Qeu$tIu!4pPx+&RbG{XpgT^8VlKjJ zHIK00!pm>$fnsbsxRv1>&H~KIhfS9I8v}7+jxXJZL3@4@mf(a}4S$ z*u3=^&C{1G_D1`iiu1+I+qmG#ywbObP4koD!u!ONb^cST)=+ai^xKyRCmvs$>*Sb= zEj*8v>eW_1@p!4KeNJ&alnm8-fAs?|kQ7uWFYul{dU(35r$6dydcIZ;X% zMPEfo4JnFyGy&9|82(gCmeH&cmBq!l>QAlzhke zZB;{)sFN$-{cVPmAAj@bh^e46(|mm%6EY`Lsp8`BIU`Tf2#O?9sVQsNx`a#9-lc8G z&ILk$qRwZsQ_Yu9UfjSi@X@|}L+u^T_gt$`PIcP^C+9EF?jB)bVF|%BLZf-bal{jP zH0Wq8Fmq5@;2NPyhxn79{s%mJ@eKW;z|rXibJ6z?_i=w`Q5BgQv0zS668CI2E+A@4 zB#j4u8e-7zG4coIq?EIb4pVbjnITi83ZP!Ea)W^i?Sq3O_~hW?cvx9k#l8FYm~zm# zzG9ap+W$tBn#7+!`s5Q9Sta+C*DqgUfB%SwOuWZpb)L^J%wwDML#WYBg_WCHOH^RF zWcin4v{A3u#o_)T4)zaNBSdOF2BxF9E|yl8kS_{cUF~CgeF^@ggm0ccXI&VwGn}$G zA~}R~^;wbSW&qVTxqO!6SgYOOxY+IXcttEO%=3RwzWyBJ(F7aoo7mpkX5rO|@X*(xUznQ9^|H}?A%CzqLW5k%bDCZ zv6;s^w1M>6ydkQL)Zh$BztPY)q0cIFA0s2=FEz?h8kC{=R2h!9G%O*lH>x9`seQCh zDR*PxToThXNvGsHa}4*+DK14o}rsP)bfg0+hKz7KKcN z)0nIKDW;-25Es^$Mf!vdjg9p!hRp8Wxy7p3<#H7Z3pF@SjNzb-gV(R|?Kdwm9mhJjDvb-DriqcN2-h~& zF&g=By&UG|7qD}C2dgU!teo3zUNhR@?W>e%pqSlHj+QgBJzFz`Hxbc_yg14JH|+z7 zSt^bVcFEsWOUKb+B7w*=v`VTX^3KjW{>wl3Eqw2z9XJ}2L`@&W6HbK451t_6gbJYv zvf|xGT68XE)DZ1GB@h;?qEp+@@kGQ^uudwp)0mTkPJe)Z`{$p*UAcpg zzw;rZVM4MC)AuAtzSzOk9{Q$=PNwnt=o7}iQ(93$)A%NMtkMWc*(m7WOlSgnLhXRN z_B1)+;!G$DHY()F{wSBvB}gXyzCsIYST0+nCYVY7n6e+daUdC?RDA~Wl-K-RME0Kq zWp@=EnBnWhf84!|!>@m)eAi`U8xJsIO~MrPice~1n~|afNmZ@zbU@Lfq$&)^0?;j> zn9JaAfA>S|&xJt$^W=~vyRcSEHGZ7L+SRE4IyPJyq=h;g$kuew>!VyL*;qqx@#WQJ z9PA(KB*F-LrIKl(psnR{9>r3QxyK>vrGO{XQx=;hgnOkJa^QVl_9vghf(- zCwGWQ39wn<2w!)^$y~8eR^5J??8^6jQ8R{B`X`#Q6ibu~CFZo|iY1=L5e;hCA8=w2 zM5f`Cb=<9p5FAlgYgg-C#PsNnv4h_5h{Y`5}g6sLM@*! zU~PS!{m=WoF23_Cq0X+7FKJYzjnhZ!)HnHur2v{F)ls&5OSKZ}`3xq*E}E``I}aWq z2z&tVtA6{5q=80RqTEJqxhWzLp)rt>A;Bk5V zk?(arUq*5J9tQnuzP8HTG8!juFlb#SHeg6>SldTWP+!}_($0tIcdi(DQX`AF*WYlX zBFPpcQ`QtTHhgzM>wC~|TwwLiM<_0?qknx45s#2BEg)B4Li6A$Ce(beaQ&E@AE&QB z$L8%%kS{M{GHjtxsv?)G;Nta{h(pB{rzv@N0vt94Dr2P?;}364;{cRLBV-E#y{k}b z4y8+l^rX>7Zo5S(Zj<0Hp-9eNUZT4B5N>4^aWG^}iBWz5hi?vWeR8aYo?~s%s1Qlx z!wD+oJbH4KwWAnh8%OB(dhAY+%|+-HT^zmY@)VHJC3Cf^+QR~jf}*t^j3?Y^an9dh zb?+f6^^XxdJ(LPA3iTBh7bKPb!{;y2B8Q>SMRVZ7msw>^&6)^-O*yZd4XkhM;)qK(X=ix`nOfJV=R;1er-oiatBtw{o$J*v)Z) z9r_`|>#wh`cuzSgWSV?W!DVt{Q&3U!_4?`p&FdCBCGq}tTyA1K{_sQ8=c*X=Iyg8u zWQ%CZ_vs_h0O8T2hpgUD)Ft}<{=q3GerTN^=$#9NJZ|5>EP5DnR5csjy2Q%lrM5R*3%K8Gv;|A*09J{GpU0t)#A2spGCNZ1IYF8H3 zkR=)nxs@=oD^SQ+qKFKKLw@^Gxx}$*GASZoD6@`DtKG)Deu;tO;MUp_ zqVsDM#y&?hCETow{n((dO`eb{#LT2UwTERgCQ|)KdplGU`F(6U0W;)GYa}6QB+XD3 zXP-IUM@Dy=v{utDNwX|Af_{doY6fIx4~s-c&WPi|Nj|SZLLB);v*jUd=OGz*TZ?3t>86%VD+K2O}NFlbVS;2X<89=87 zP~Odp)bnvw498|Nu3*hla~B+KaUt#GI)OtO&M>qhrg2Y{X0j@kIy7hA43pN6fi+_k zcRURXR$K=y=EOf6X{!HBsiHeP3c_d=Sxo}&=t-nh{`6L3RvPOj!=o??x{+Nx=`V)O z#|kPLySnI2_rG}ox|}F+bAY(Ep;D%1OG8p}w=+h4l$c~+rQ49e%%l~<%-apG6$(fv z)6IZnn(*S~YpgGq+1E4@E&_s%x=Of_I^kZb`$ay@l8S#yUWo@10|ggYC_2aoTn_Qk z6hslb1Oz;-RDx){7D=I%r-L3Gk>SFVpwS*Deo5m(eIEuT@}&+9 zBg{Zu-lLO4aI66R9*OnOSdhgyHtgfx` z;aMma`R%aADxU)M4O!`d62no$WaQ>;!2^w*KRTFKho|#Zw z%}6RPGJ^}XqCZcaBX!THIAxf>FhYcYryEpKHwLLeG#Zca@BaMf*uNU$AO4*mU~ys2 zLc?OC1ER&mB25=!?Gvem17mf#m#Bd ziz~~T4iWQ2Wn*m>XU7Wa&F^9AuN10}k_*pOVn>v8kvDy*Si&e6Xgf)z@=r~H(P)CP zKS2;iXt5Ae4h!>jtgWx{YxTN(t_5h#@SE-x=Kn(X}i5}i(8bH3FVP4c!j*Ez0G(e?8AYn+{3szToi z5oh$-0pS$3(< zcJ|`ua0&(FJ&%RF+7~B`JQHH}x}@$7Q(nq-)bRv^`&m=346L27bkLgIezhTR;Q=t#;DW8 zbTa1kWHvJ8VOPBnfAqPFaoDgQCgJew0hZGQL`(m!u+PSDgH7X6>SyWL2PRP{Wbxq9 zHgn^jJ$;H+^Z(+4w_L9CTJN?x`ge(<6KESzrC%aMh^51CSs{L5{vi|tC}Oe9=TBeY z@?y$JNb#4SBZ_=}%eA!yeE7j5l=CIUQ$Ib#s~1fS`+71+L#Ds_l0`$8R#)-yCm&;N zwS?g-vJB2(|8fpbpYCHC5Q?{qFv=^TYe#ZSn?^pmQ=bPZlVP88Novf^%;jz@b76SY zQ2F-a!V;zk7K3{qklKT)%7)|zMwf1PwK1nI_^Ju$W6mw(#6}iZ*g*T&J7+~;JIuL zw{DTW@;c%$;Jok6>wWkW4e!@yEYV7D-?_^=OmuBjq{p&}?V^O~ItzBe3UPLRf@e>k zL6Xl}EZUHR52nVYR^Jof*-f&{Icj$HLed!FMbAWPF z%EM`h6luX~atWXuyHKoReQlj{AyWG1!P(gvR+iVXxwVZma>SAmYKwF5E}L+sQ`^)r zw4T(KOYIw5q*+ZV^J7U9C~3wgO?lh?S5J%(C`36SGQOiLAB~WH2Mu*|z3IYT4aHI= zn;s4;*PmpszW2*aS`B(xJK>m|EY^BAyicu_p!wX1`;M?SiK*93X}Qg4xQN;M(qw_= zN8*&wJG7{BGGsQBIl%}h%DI?AAxy4E;@5%J2@3V+N(nIV#D6BM5J^C{{F%fmKxmsk z)irQ*$5KHd%#>s{sWkG1D$#?6E5vL)6Kk$QY7yML8Kw|7clst|!pzKNY{0Tw@J?8v zA}diriEOL`Y>IE5z?+lR{5LHSo_s~2-Vl-%i&<2PXXEPk9pUKaf`i!6Np0jZ$AaKg zbiyf#s?bjSgQqu@MGi zZAD|v=rF{ez9>QEX{4j>Pew2PSPOX2_s3z#Q22Il3STNMchAcyA6ACt>+WEj?p+z! zm1DbO*Nq;!-RHb0sY^L4PLt}VONYCX&!0Z!08EF&WE5aD@D&6`WN~uQ!(j9lb7w7- z3MJ-o`+?8A-%hK|9Z!00uU@|5qMyXJNFY$yCY7U-RVNFwi+=v}Ev~Pwk;`N;9uLuO zH_;pPxbULHrw7@)DdJW=$ zlCNyPKjK5}t1qA7>Z*msr5aC^DWRvIxw>wlO57NQx0p1BEX7-&xS9gl2Y6C2?Em0^o+%l--YNns1paR?sCKs9+B|T2Glm z8QYH@V)x^RSX^Jj+V(2)S%GQ$0?}l|kVN7o#cb0Ts69swv{(seNj+Ugl<130neQJe z^bZMaMXG4eX2F6%-c;KUx+cO&&EZs&xX-?RhQE4!fYSVZ{Nw-p?=sAg3w%biIC_$+ zlX%>R%dft~`Q;^^K7EFZ z^Gn6`bv+b{CANWDTv|f8_!S=Bzl&e}@sAXT+MY;~(IC`fbj*Pm$Fm3pC%INDa3i&l zD^V<@7Rw|34;kv%r>#g`ZEY6=UOtb?!ZJGDOKt=x7@BGgXBl3u^5>kYIhpwFxtt?Mpl-jh26?KFf1DSjljngKt!FqjxVf|!F zM~&7=f5hwW^85_FPMZrB*5;si>o`2Q<0+1PKJTCQQ>>=xJWaxhhQjw*!)_JYMIc|! zLz1=MaKwUR?8+mu$QAO;>koV%(Nv*_0@4BS{bYh8RD+RF1@s>k|9|!;KSd#%$HD$S zU)So&3d*HCdc8JYynMqjT5<_7jlufj0@k*cu{~eF?oy2lNy{^&h91HDL!YNrbPs8- zQ=^<3I;XuU{`yT1WfDi_bu{Il<+I*V^b9KA={_}^E#~%1tIv>XfayEfxNgCpsN8_i zGDM|va~|5wHqKAaSqnk1B7Dqn&%M1}l*?tF8c~C`+v{^oXH<;V4}wlj2+cu?-|hA_ zdfg#U*W)Pq8=oDJpl;Hq-n)=c^$Ns{$a?CN4gD#;efll)?Q;THt5uQH%`|EZDrcS; z<($Wg?DUGm)-}HT{I79*a)A4Lclm5{rX6ZNpusQDU6g%C4*Wm_PpxT{7- zfd)Fn$q$M1or?Fc$*_JBGPVdYZZ~MFPg7+`?RQQwIr0O&fJW+xWm2` z>62OzH2HLr3s<7X4u@%h)FiT~j}yJeay50PAw8H%Jt(3h)=DT;<{3VI)#!sRe>mx* zaXnIs>{k9a(rYP!%CnH<-W^oumJmA%+1GCO@Z!ZGPR=^KuGG7#Mqj>EKz(T)nNkgY z6yo&w5>K8Upw}5IEu^&9nwX+O6YCggcL)5v!7#wtRU6&mglVlR_l#K^s$Q#O901pZ zqM@se^SHdaL`4Ej?pz=fDp4RGKDv+f^;Je5 z9~~ZH|Lq~?w)E4U<6&)M4cmL$Y@K&?afVkfUNO&J=piM2RHAw9?C#>;{ksgYCq%;0 z!3hcr6Wt6 zNIq(4v1ln%lma#Fp9V?`M_cvUYuB;SGt-_V04CROTL9LdI=OHID@}O9rVDYih%*aa z9~@E@{!y$1dMH3aCx)D?#Rg6sC;Sj|X)_`$Nz2I!{vpC+;fygM42Y(u7}Q;Hbjw=3g+aHr(~=eLM%i9)s1|2$*bpJHVN4bs#?UgC+O_7 zR0GRpgsC5+<@a>|$KwQz?x)8SLV-?qf?n^+7BG~sD6Ie`rbdSjiJc4wJ*$9i){~l0 zDQiZFEc*Qb{r&~}!81e#L81yy6Z_ajr{|+PxPt36c%97^BkX-Vg{;^Cfv&Lx&d(ZX zUUfK`q|ZB@YAOjI`X1Z&jb0z(_{e2zJ}O#+K%p;;kL*kY(QBF}q$j6WXtsJN7IXZZ zNK=5s4Shf4K*j4*v9^*elq_a@K)<`vjc|^fDgKiHkW^FY-mO6aStxnxJFKtaxTq~J z;k&={6FmC>hs1L z%1oLEw7%%N3IAc#hS}89Q?`@@ljLVCfUjO2;?JMFW(C;a{_$_%_U<|hNdgI^(8L6L zKjL)Zuc72Z+v=G#({gx|gOJ7ULWL-D>_GzEKm>mFr$5EN{#XBodEX_16{P?`~h zVv052pQd1*@K}|f*0Pt)vY-3qt8W-e>l*7sDm2NeO}mFGyH7`HmzV=OR{yb0Bb4A8 z$4W{HsBtk>(0@AEghgGX)Pz&bL|b48W08}rcA5Gc-G@%6%N)ltX+r296=$B3g?tVUp&NukSiO1m5?7aJ@W^hhHiz*b3(w8*v@8fF z3|$=!2P{s;x-TrCr>5D3eDQDQ_nS`}OSU%6=Cl0YWH?3*}(h#gEiIE|l`v*j&M_)j2#|okzW#*QlIGB_^b_V;vj-03ZNKL_t)6K!raS{}Wy> z)NrPv|GGEEAAfy}t5F8a`5G=Su5f+TN)UcjOs}nCexa_>eUfdqCg$~ZTo=0NptEtAG$KlQ9G@L< z+>zSy?%l80+N7GI1?izf`ouK(fF8JzaBzRvMSC>j$uY%BwqML;6fGuFnjVx*)v_M) zp87o!F)fsHSlZZtFM-CzJ{A|2k$Vrvo<7SsaM2hE6tfa}*N8|d%cG%o)G-$_0HE>It7u>e;@T9=-?Fn0lrE*aS~VC6ZSwKqDT7 z7VUF2E$pVYf?g>%rgAq$#?rZ`&DHfkP|in!kojDe?bD`&oFPOLb8tNtf*Vi9TpT*c z>J_2(*y{QU9zDE=#pMOXGmfW>9C`Kf4bD!k5Qa7*;>DBAX0W-r$(DJvpiYjC@$}ng z=ygV%AK64ie-(>)+`6@cLMg}ZO6MifQm!wrbkp9kYm=IM+gp3c7IyK?Q$ieE!*%nF zC=jH3McOPPvIW)bJxf1xX&aHW=P5io4xySdh^J%JYIDdpo2>UjzsIz;X@t?3L{Z0x zr+o}M7l?vBJQ2aSbJYY!j-&;3W7L$&n@InsQpWAud)U}qWdTdF?tJ;;H49uTp*{z5 zi*t+&EmsKLFyMhxx6{{qK)n-9*SEHJ@ZiCHR4PRb23_p$zeS_b!2S6f4h&M_?fwCp zjnNI=D|LN@9^Bg6#O}^AO2rU`{36<|21Z29%6PcFv58XF!_(_)rnF@p7gMQSSy%{G zX>8H!P;8=RHsv;jf^vHzA!2F-kc}T{@X+~Pt<km>Hytb=N-{+aFGwWhx!N}VnZa zybC*pm(pzTn`yHq%X(fpur>ub>YP7phRD!r7q*>4wayqK6Y3@jvrfbyvnvBW7C=!Zt5>3aoL# zWFLJ+=WN;bBRwoj{w^bzB<=E$t#s4iVcG<=v#L z$sFBYHug1+_PS>wCnuvcdih>zWC=G_jFv*EJC;Z`yKuDHdWP*ftYC(WHK`)99+^qn zp)3Mf^;M`w$CR2FvCzUr()Op4#)1PDft~6Aq}5=PR7fyyeKd;f5>yi<5!76|oSiMrOk5%E$ zK`vrA6e*!oVMW$^{?wp3q`of-QbyKqEOh27HS1Qli=Tb-7AL(if@uc7_1nLyl1AMS zjm`bjutO8y(nY^*MDrSsczq{bX4MQ~WqU_it`XiZVw6&1(MgS)Z@&B*|HFU(hq!9B zQ7l*3Cap|DZRHBCc#@`J&bbWxL6dF)`4#`-uYZos^$jd8EhY{i^rCd%2wmkkDb&_% zT(ir;bkX%c@`Rrz3X#vh?|QE7;8T21ePWtU7csxS#VCZ3>^L0-<(5-T$&jiL7Hnfh zc1A7|86a?z#=z9I=rM0prf?9oC|1hap%!;a7Xch|97lKcP17~C&S#E`&Qz74ixGd31EjaDS1aDhZ=*tZ7a(jiII^!!0G)3!3N`X3|KB|JmsY8dq1`+bGX1 zqFSHF_kQpLA0bVCTZH!9#2rK zRh7LZ2>w5T+mWom%{(TCZZRT2M%rSS2Ks_%W&{@D@5wK&#PV^?yglCF08p z^mHs!!He}JXgbgKWP2PFLO(#`s>vua&Id%q!dMUP-{ZodQY~>YObr$#B5Fu?NeWpi z6|lOx#MehnBVOb2Oa+vRujaRmu;%PuG`SbA$W+sx;t?U=%7r}Ut0goqFEAwdH3>>i zMsPC@H|7E@o;L|245tw;25p2SDBB%yfwR3-XR9h4k&yFEJc-*e=+U znp!2Ir2Z4BL7{N0P_8LfD6UcCFc|fLnDmfbjHWR**Hd#rvBpJR)*6`Zc+`@xL_fVTFb8d3@b{|J?57@ng zi$;5*suOB743zi!jYbpgmyOMB+tLQY9CPpcr!^&I*U%z~bNhCSm zT{8S1Y@7IPMdBjV8nNF{rs6Oec8p@)=&geao?u zEKEt4!>xE25FIZgkk4e{X^TM~xM)4L_YH|mftTReWaPPoUlRR2$Df;^BvG8O&{w?W1QH6#0Fx{E(%JNNb$R;dV}bxvkYy+YGz?8&^0#ON< zOfxx%auuRpMOd%m?KH;!@_+un_`!p1e0*mE6&WHLb=hu7lAkvf#r!N3yqrBqbr+b5 zL}PCfYnw{)L8pSBC@xgYP4&co5=0t4pGU@(8oAx>`j~*iQBL#8S!YYO@uI&0We2g0q8nUjNG75>Hn_a1--rQB1&}XF*=VQ*8ZmzM- z4IKROzyD*Lo}I$Y=M^%*pYmsnWCjb%d(7wScA6YBh{8g`ll^X&lej0(Uf`ooKf=O% z*(Rix+piA~)j3X%KapTHli#sNxsDlhUx|Mm$1H@FB~1`T)MsA!ko<+KH7u-c;{53u zDRVFkIc8*lnqtQp#SvG$vY027oE(RdDzXV$=Q%78NQaq9mQ`brc;}>Q&d3j&ahuCd ziuu_7v*uBYgl}hepB4mj*y_x)LPJtd-Imu@v9z>^i}P!{SAGuL~&B*X3UKQ-=A;;CL~M0auK;|nbrOW-5v|88j;3) ziF|+aT=+BWK2nxuu10&%BO$8PH(z~=;b_7!kejSz4>*<>jskU-OJ&!zvAu;`+bg)Y zQpMI%71-E_^dV1d$$qasU+0Njzdy81y2Yh=tZ&vJWhZsp)IOzV`QGhaOvZimJ03&h``y0U zCn82R=P|#UuIJ60*9`m37fUR{DD~8ZQ82NKj3*fJKq9K18=!H0f_zrJB?+xcY3x$% z4oiwwp>>L+h7a2lZ#FqJX9Qh*DVIk*6XN9j6sPSThD6H?2Uwx!>PXC0D!iTtqcM7u zDf*)cimU55?evi?FW_uAg$x_mS&ER)7LY4t-x14t^7R}1^r?e>M9ujuT>9Lu$xX;o zH^6mcgp8Yo$6``IyWK$`e6>en%DJ)_jzcb1s3~}Q(Zf{c)aTd9t;#oJjw2DnQC)jp z4#&VrTj-q9h-f9W(?ka-rInD%EQQVA1W(qL{$|4Amt3$WnjnstEi7c}{@Z7lKJ%>o zpG*)SFuEX;V>1^9u49p>lwVMDKh{=))9Hx${Kaya(V1lHTPx?dxTT>O(FC4;^9<)_ zO@$ClWf0VW-Q3y1qYoaSS}mg8xW#K9N$flS$?zK2>7;1)jM&(kK8x+)3$apTU zt}ij3OcQM)Mp|UF8^;beDoJDM?dvxr!b zYd1HyaGx49^)ffa&reSA^2ICoeuPq$H&SRicnme+go_~{1t0vNIgtW?LxbUVXfa4rQr@WY?c;m zeq-KL)eUmy6_SiczVpf^9@w1R7VELrdAjL@rJE7r-6Q%PG|_vG@T6;IUP~&3rI%&; z^fXdp!Hk&U^-MWSmWzJYL*k~Ivbl~zgVc^}E#Rb3`sM+c>+mQcHs!7Z!;9A;HC6?m z`8P*5zZ|1%=qOG-=RD;9DGfJMTRGS+HuPNciL8aKcT zB7hU;0dE8+&hdmFS;+}5-#40oIm&X13h$T_JMxhxm}TgxhbIHxS+TyJnBaRnsaBq{ z#MaA|%6R2;o=)>CxyVt;U%u33XV1|xD zW@KnH3u6W7Ft;@p2{hYb!9NG(LKYKWB48S|hV{{0yjbSnQPx|+(jwCQT46iAF=kg? zlG<32H;n*rjDTaZPm}_?o~lQ&;=D*L2t?3d63dENlrZ1}le=6(HF}_1RIr^d=yhc_ zp|)FuYdi7^BCQ%y3I?olF2sk)P%j>E&PP~oif?+a*tV^1y4ZxrG}#RIKUSYnB<+S+ z_d$(4VL)(4D)^U|A&UisLW$8(x4CmN!JGXfynVQh-~9MCDo(&qb`}`ZcA9*EO%;bt zAvGceh&@-_}sVXZ{N{y!0-ItujBXr-cMM#@?ZY9{}X=k*uJ%dSVG=b|Rtu7(iOe{`?OiGrp< zRP1_QnG^poh*7ANQCe8ySV0Qt!DPq@M1~SxX%6TD@-)bnp0#qNqF)u@uA(})u7b z+aP+4DXO&!cD8r)6f$P}94h*$@kEnv;>HrKD3TKldjkc5_FRld1J7Z0B*oFvAhJw)$ zUPvN-W7Slli9a>jGz2n}%`v)!1PNJbKUC-$MrL^#o&?ca{$Ky~|Ay7Tg(QXa(Fv6D8{D1Yi zIXwR00cy1}L%5F)kI`&(x$$NScbh`#6-7 zDLkefW%G)LwYz&Cw{LxbpZ@GzQ>o4LJ++XmE|;kjlr9!cpyhasXgoqN?69C`pmlp_ z+DizyaN=X)D-E&h>vLoaC4}QKd}^e{jvBV;_u}dM#s=H&k+>(Fh3v9obIe#b1Bpj3 zkj<&zZ#Ejt?I*E6xs7IUvk=A#>r**`iMHB5V7F%iyBVkInP4a!x7gh zSJxNZY{+;XqtHl1x{%MI*=eC#sc@!RDHj=i0?e(p z6qjj-5~H^>VU$$^OUp~#h%)CZY3JN~co!4j$ML}dAL0&-;JT(77{>siXi23?iBTG) z$HH_4nIMFq^PO0)1Ch?Hk-G4k?t!|7Z=aP&`50z!LDf%5Z!=GK{$5S=sXIs$FPWcmydd$=U>1L+)-~4W2 z<^d+xrHGUXoZfj4hYlJdSPY<{N{kWV|7a8_X+QV~YC;fKVS#a=Q|5i<1t5$w?v;dAH2FhbS8=+WR z#{A|zROVI?2V*pk-(b)<#dOjIY48g2vX+rnXity^GoPQIU6!pHGT8!ZE8Ez-`yFHo z9?o9=du$Z05H5^)QZy<1kat~fb`-sRly@rF{q*;dr{)4RW^~ETC7BHI=E*NGZX9qR z8Vn;`UQOWp+Om;4lEnMZJ1lwpZ&pcsV{@5jnS!w-%S&;$ zlL@JsLK^O|u?ftGtWHW5_nYqjgsfBISkokuMhpokN{uLSkSu;^2tC_hFjQZ|{8N+_ zi78Ju*ltj00U|A8$PN^`Nf4)eLt&G)8(9>L(rA*rC*Jn*#%dPH-hoC~2)q+2lKYw5 z^_x@}(+EhoJu}PNa#KYrX<_@483`0v!I4xy!X`+`AWf|)$7+C(OGF;i`U3og8vKlh zsf-bf2h^cas1Ydsw;uw3^!amKHJbRXPj6wBio#fNy-7{jC%Ech!V`Q_2dCzp>25Qh zUkm*yxV4_V$7(`74nmCmseaaKt$G@+?lE88#bvjTFAgu!^h3lBspZ%4&;HpTARPM~ zM19|3SibSHmnLpmbdf^g2(9M<(-6_H`dAnLCZZD(fS)VzU|o-`3GGBrIQWx4`7@kd zoWsc~R}A{S!DNIF?%v0bfBdUhsxPn;#^3+DKf#kP|B8!7KMD}~Lx#s)iz`k-%v32h z>q!gKm?W6H$DwL$acj;=R+*(RNbOHge%zT1-#1E%9Oe=FXf;}F)mB=lBZ{dQ05X*t zTYs`BSm47C1B^qZ>`$t*gaRQjL?#o1q6j4+G>zeB>ne^rB~Z#0#pRARH5pNAe-yAhvsaLG#YZNyqbg}3oAnV$xf+q8%noi#Cq)!00zY4AI zG2a&2FIf-IpFYEvUp!-qo6t9e8V=N~BHGC(A3a9@j*pz1L$`koXMBNQ`{*Yq=TzdX zzz_sE^&ulQ-KPeCQuX&Cv@1v3sbTZ+k5C*B{l!8anUy6RA06ZP_>^5> zuCF_+kiNJ$kG;FQ$aqC8&ew2yypIu%@aepRbY)A4d)?i_+c$5}X$^3Gc8R&i^H|^5 zL^fB(=H>>9g$$m2^(96_g@$J3k#RyWttCV{`!HNNxk7XIFU@*`}mub|g!B3~kl zy$(jb9yV4NaC&@*k3V^Ya;uLiX~m?z91*c2M8r(|*q)%U1?hX@y;RSICZAqDgL}KT zP^N3@dMsYMx3z;$zxOLxu4H-Y`{dhi;kT}kk9>Uo|NJ{H`pL)p&i(sX`TqCN?~LG& zn*>6BM~0wM$zo$Q1L=2JOf2Tsoyw!AvD)kn@aDA3v6LpG^-38Vi_82eO2iE&M}gKk z#uJ*rW{`6tY%b-HDONEUOB|h#*lH4n(TMaTGAHVd8DCnV^MYj-m?zdGzPeC5$NBISk)u$8q;a#bxXe8B z#~*&gaOcsekIAUdLZ65Gudx62h}|h*@4TUxsW?=v6i_MU5CmhKot)z2YkD`niddmFd+c96*`fm9XW=-kV}%{y$>x3{~+t}oOqBc#&B#U-A6{Zy&YQ|+S% zm#!<`S#ZYPfSe5G=H`^nz{WbV8AUrRXY+6)htHo(Fhb1}$VOA#-o1y$lW*~OZ3PG4 ze8IG%$#{fXv4~Q&ibki0-cSifQa(XVUY`0xIh%3gnsWJk4t_A<#wUpYQXHnjzg{h) zPw1~p0c~ajDFtP zOI-E|W#1bFG0xAgu)4mAm9-T<-;_AARQol*oc7P52YfO zmX?@Kwy;=dtq`>zBb}?OcaCIy2)lGDRVvSZe+EU3gh0Oy~#bhcr zn1Ps~Cg05Wlb@Ms)9IkdLWTNuV-{vtu4$wZM7cWYJW%H(kI85V({g;OmRaM&RPfn&G% zyXR#}bmb;K-EK_dJ8u0JG;%{fzgXC5dE~@A0cG*Q3d#Mm{??)95(20+e0n$#igq^vMaNJ=is6!%t~ zN*GY3KtxuKl`0qfqf${p?R{WrZ3o$m!0YGVBAE7hn(Y#_liMsYe*WqR?Li;E@o*En z^&F!-Vm;ZXBHw2<+X$Yk1?ysEFUJrlEhI>jV-}QRZ}ga_QzTT$lnqk!_dI0782Ly| zAI1^z&Hg!FU$hZr^1Q+yJbH{phRLhqjUelJH^;vp1(8CR>F1%;)01Wgbb+6ARE4Rz zl_rC3WYINKA(o?#y`wx@X{VDA+sl_PF`NuhFV@)0-JgyS$qLrDx3IRlpmaK1D7T5e zkH`Zi!Gx(r)C^B@;Qco zdRjRc?2A5tTQ0DG5H(-Q^UHAa6;_59q(nfMx}kfJ&xFIY6r3+!@y47>}mf zb5^qG65T7-qVXIqrf84TB!+~FCXO>3L(^9z9ro|e7PBlM76t()kp|I1%@fHMk`%j& z{Mks|+0ke$Zj=b+J@4i+nl=!r28dLyGcGj-TxGBLCx86s81#JAlr@6@DR6Odjp1O3 zdac3@4iZpZt$FxQ|Hl(WbQM5OMpbqZh9riyNqw zGZ^=qczu1smQ?-j0PR)}L%M%dG&?RkqkQ)BUt(>28H@9E7WX52u(PuZeDBsQ{2N+4 z^X=PxoE)EXGwJQyL%v`0^Ht{04h92!^Jd^qDkskUwnmIJInaw_8e~g+AZuX z<}nwXV|?7;v#=jhVWQB9Z{MCHh$NPmml2I}nD&!rMu|S%YSq9r=Z0wvo5T;v*F^-rBpjgUM)$)5BMow7RGjs<{8)G4Af{VA?sytxvy$Y-tW({PJh$cdnFDOswJy zX(`leMQm*C;rj9vos*Yry_;TP^->OtWe2CdA^bov70_H3t%Kosg2BW`y;6nn94_!L z8rR6>GF)hsi?PyLaFlhh?+>w9&$IYgIqRX*8KFIlxN)O2du|l@y3jS^i6Zrl#GX@F zl#q`#3zjVC^R*V64y~BI#uESGU*3;lVz~ zm;L=i^m={k*psj&Q&4OHUfUO!=a@{Y>{xVia>{vAwN}RJ+A7-Zb2J(Qrnt~riNZYg z_xF*@yXXx%=(gKfT3W%?#W^<`DAu?s{UNJqWt!rthN-k_?lYfl8>uZevkN+9_Z=SF$gNOh=2O` ze~fRx`Vx&+8=GYpzy9zZL%d1&mGaik)j8W7jyeM%mu2fey7!dp63m^bA>&}mO?1We zo^o8{Gb@wjh5+Xo)D&QpafoiOgRPA<1XDF&p{5DlEBccVRinUXx0s0Hj#8D>;(m@s zp`?o|{TC-`T;3f0rRz94d)wVUPLI!6lO|Uxr1Dsaxw#4+fB2A{7ihpR91IveNY_`$ zXZiV5=^0f@j8KqPBP}`4%^HjiM_ylMEaf|4;hi$jQMy5ve=pQcFBO_mDR$o=#U~9qdOKHZph>MMM6sU+BC3fMY3eIck*B&AiM6hg zdCz3{KGRc0GF*i^MPb!%WwLKl-9~4ocux!4%s%?`tWYF^Uug>tTNox$-7Xe0%@OiO zuul$0fpqso*sBl*E|I>fnb*+oo!*hD>z7D)Ea~5QXO%E-KVnrynVPx^HTy$laRrrf z70n;wTcli(zH>Ug|JsH+(raV8-{Mpl2Um_g!_-6+} z6Qi&H0;S~*)R(t0WoYdv(U#^f*BrD? z27$;jx6qF~+oUnP_%y~MX~f*Te}?044oW>-5{~8Wrn~G*012I%B0 zXE4?feW^M93CLQj7itc_f-UQ5zuu5cAD|8z{XRn7iVzyD;%ci#Gnq+?n8fz8&I*X! zSTZnme-advq)z{gX_OcheN#@~;2F*=YP)BW-5{h)tc+6k+1}MODJ#`DFkAG-<4Rp) zib0v^460;^CIlq%HCIABKZia~-34lkYk2VRLwx$fA2NLQ-~5k%h`;#LKjMZB`vePp z2R#qZ&s*s92l&b3ZQPzOQh%T8BPFatE(HQ2>uNE0Bdiy50XvP9bsurz&HvBEhW7sT z$%2w5X8Zvh{@!K3k0+;1g#3I30E$3$zl%_P=hIKvB9IDYe?lD1m=&|B=@d`^Cd5Ll z#a>db9g2TNbnQfF&eAiaxxYf$wb6A4Q-+4qp=_QhP0@*0IAzL;;(K#}P7@58J`krb zR`U2XQ6CZHzUXqI7mR(3NvJK(YSAC5h!+;tW&)s2l=Zzc$-HS^m}xOL)*@xOBek+S z9X3RLAYn9u`3h0wM1%a}^CfkJ)E1UenqR`jOVTk=;-Q>WOo>|@^F+tt34fN0<18Zy z9C$fbi?V5#1EzjCJPi^&rBXB-Z)TdJ_ThXvj}PxG;m^LfhV&BQwWKk3^Po4Y_=c!j z(qPx$o!xglIU(NV@&d0BetkNe%|L^u>W)G#6w4(9Cq8mNe(q=2nI;{2*Z9) zTRJK#h1B+G^=gf$L2SVY4VM<45;cttE z){Rr5$#k37xD3yboy#C!djMxtL8~)@>*Ww2gGr}}iR++NtK;b40HKpdfoM+7?7*Z_ zDd6FwDnvEF$!QPm&cw#;+3ZNzHAjCh6+GPCs$p$q5$jt!EaXcN=u)G_Q^2jw6`a3$ ziqZ86TX5al*a4#N0X zJzH)j;7LP0nTE~e7wI3i$hZIhqW|WXm_gJeMMLsW3B1@8x9Kz5xU-mlAz|6m;}iB` zUs+p1=!39WS&wi|JyoPu7&5MduVPwjOEfQXpm$?54O)8Cv- zjL~F_i;D)%PP%+HnW2b5MJBU6Vb7Q}Qc2}0Bnk}-N7O)y5pe@-z=%GMOCYU~AyY;~ zlw-l11`>)&a<|%zzrFfHD;!0T%O@@ z|B$sRwl+7hcWW1gQW0xw%c{_oAye17-40Gq&Tw>e!Wte1kzwvXHNTlc#Rvd(p{^lJH8c{BrsRm#5c79Hod_%H!a7r$(UA|lMK?BLatzlMkc%Rhy-lnc5I zc(*=Av0TNt*G}1EB*lMvF{r6m9-~fE7yXX4iy-*NsNH~mfcf;eQX` zS1%t6uM6nZENUDN>5{)-!4YbBnh)hAL zvKMRk^t+!z5Om5>qHh6N3Qngyp(ePy5m`}!MjDsns17*8z@o?yyX;pKD}hc&^Q#;U z#bf_NR1NL~C(eZUD_hKI@q5GgA^{h5CB={cdu zXfVLA-$&NV@}OZH1Sr?a3?r;mD#~6=s7V#u9!1JFla+r7dBGmRF24Bu8@zsfpy>}Y z5kyAheso+2fN>-*ZObAst~qKkf|p^(dF@ao_SFV04ohMuOy zBr#j+W-U=a_)mkhG3bQ^fS`qHqnU!$Mo%ep98SR$^V0qyh zfBB2o+z3)n*R{_%J#e74p7#V6^D(l~0R84AM5f4`{RJDweUjyu>+Dr`v8wE3LpEB7fr^ou8fJq*~*Y zR1=&(m+{bSw|U=F17YB|+3GL|m2&`T1l3A;<_?$h1q3AA7*8;sw2=3TSg7Wif-(sl zyCKu(X1aitF!aDwWu0pNC9U)ucGIcoGGt6(oUj6+$*T5DY*wJ zdDaxk(_WJvUYWR@RQx*85qu_hyIr>Iqrp@V30^NsZ%dt>bT)U0s~`A)n?;4sTu0Mk zVQs5zY)?)5?bEZLS&wfB8XZj8a;=2#`FrNWh zN6+EZ7tn5YSX8?kR6(YNo^Y_ev4KLVjC|~)Rw`g;c@9HAV9~|iB*0RAjwux5p2KuX z=m|8%Y%|~tLuG4Cc`)fEkpl_ck50dbt7cQ#8Vi@{YlI4+#sxJL3b{N})uuusFVd5I zVFw687-&Pf2Dpi{vRftDSNfa%{s^yLzUG0+E^+kpB}QWDgqF_;t{Y8*QYfTHYWwRm zT@6Es?m}pQnUma1sd(z|Cf8!tO67SS()9hNT7+I}z3US!Y~ID`)6d@d{>_b&$rl-JIUbC3(*=pRiBL9YG({u+ zzqmfri^&ME2}S}Cx3*ZGW6A(QEJuTm_C7ZX*Xmxn+zm`PWy(|BVJJ~PS3r=NM=Y!G z%2O;jSyXc_A8e#HZfFlQ#pNVe#+F|;yC`D|<1=?R-C{8f7kkJGXzxrDU^F~hYC*<0 zPA&W}B{kwC>ig*+AY8rqHME8&wNtjulA6;mqzM78KFGAFpGBp}l;*|FhK+n@Rd9n! zqyk}jYM(lw?C*$oU&;Qli!U@O&QUiC@^CG`l8g9@*CiJ>6fGH}7Np;&N7=1{SK&hb2*_=XnusT23 zPLSLv+QT7UoL(U&^;BL@0zde{-@>h(4OIkrk`JSJ5;2ULCRbFT($ssZDF#lYy0WIT z8%hP07TWjRpi|76vCT*-8YvDEL|prB)AcL=-AD-$3YQP$Sg&Okj5E(z(1f+eOPE|Y zs5?(FlnU#DZY<1B`Zb?6Q4rHgz=oZmcO9_;v<`q{_-&DP!{F(CX!)biO##ObnBPr8 zf08K{5lZ!WxcMR`<2J(;$6gucJNyHO#* z?Cgjz4NkSUTa6JVh^sUh zrc)n({6~MLTn^yb{m){NLMCEIQsVaZ0{*jK`vB#fQjm=`-Gq4jF;Nlx3B%1fiP3w5 zihfdm|Lo;8u6oq`|Nj_!&t}Q8>q=~$>(b}*re2vY)78}mZP08G4bTihih_c}AxGj+ zq9QaSMd*V<^GP9veuF;h2aG-`LZ4(vO$-MVz##|{AY238Xj`VsyXW)0^f#|LioMT1 z=bp@}2AGJ(d-Yzv%$w&Pv-jF-uN51Qb=Ue87{(RFC-k|r5@4%zAeO6&TFN|Iu*RYp zq$(gZG@2b+T7s-d6V39VEIB@DHx$~f2Ab_A8YF&~9;3`oFqx3w{3g2&kP886Sd2y` z($WBgO%YnEB{jC4tVIz<)9KtDqj4q5^qGt25MK$fcd(1cPg3*;;)gCtjRnx{DjrW# zJb5}sGf26eFsQZBUS7eZe}a!b{3-6whM~BY*eg=vXp)j3BUKP1bKj`7hyV@(!l=b+l%@z8 zHNNlUyIxNM6qzzTz6F7uGi)w3kj(<@9$WCZO4Hp*>CkZh+^fWK=f>6lJNqwZ`S$F} znfvpFq~FG?m2OU@b7M!s#-H<7t=$|nH1vWsC~n`r$9>4uj@3IHv)$uy?+8c76mM#F zK`{Gz$bIuR5~^Aml*A-(&ID#CJo{^x6sbAD((NB!FyY6gN(6$5H9+Ui=K2a#?Z?xU zMg4#odM8gYJL>Vdn1qe0vS6=n&XEFhg$m0)<*=JuyGS2~Y%v2MYH(hW=BF&)txB^l zY5w&FBNo>q;Aw-}m#omYcQ5={NiE()Ser6q?`%YPHAa&O`u!&eA0L_)q`VN}UK8U{ zgiWn0j~?&h;P43bTFu1Kl-H0bVWCA%HmC;FYp1Z&)t_WE9-n{yIi8*dID2LdZ(ccv zH?Lj5dM(GG*F$$@1FJjdnBhgaLw9+Z^+G5YqxU_x5hEf|RHbocX9IW1HZ{+%)QGu2 zLBOFAF4t0vG$M2mtLt2ZeEEKcMkJTkD~TW%0`k`C34|b zwM9zpAjr8bL1<`7q%za`@^=~b$p|f#;->|!W7U}SW2Y>a2SFv~J1|}yDxj!=!8UZA^3&T1# zFI+)mX%o{)A5j=%edjWc9^b~Wx5vE~rB%hOHSxk5zlq!L|1CDpUO~OHj&wS~WZc7a zc*F>QlGL$z@fFmU*O8L{EYVBPUP4f7;PB>q7##0AO1*{X!&)0>u6>ysHt9f8QH1W! z6&&38gsbG*CZb|m-&o#&qJt`_VddOalvLH5rP#Rm8cz1^7x1?~`~b(Nxj~8@f>t4~rf_X(S60#395lvD3_NxwE~m|R`r&0WO& zq;Ib}FU{vuE+DBg@kJN_4sbM}h}8seeM1fvn(ZCpOLff@7XD1xU6KA24sOzw5R_OosB4Q8ELqy5PO3OPRXVxHWk%4Y2vqj^K0m~YTSU9 zlQuzMU@BIV&vUMFu@w>@CK)HXp$%%trjEpQa#MNd#3~G2+{jnT^Hcg-7PQb|yfoTM=(o3hrJV>d^-QdKP zz=78C5`v`3U=J}YCNqt3uDJ)Xm8JsP!7(-{Nee~q!0thYWdH{iD%R^TIvj9ErG)88 zf=088FTZ*TAANp=R6s{<_Z(Z1@B$FmU*{d-)ta>LP_17jU^ksdWPe3fb>@$eEOcoS zO13#{)HtxEfRd^iRAC82lLV2f|Mr;1<)syq^15!g z1shv0zGW*!rLeTp#b_{MFpdV9s#4TzJk1K!y998zxHZF83aBbXZ5yQY%>A7<^wE;M zC?m2+UeBL=atB0631mzyGcJ&Qf^G0(jcrrJFuWQ^0(UguLTdmZ7jj69^;Pqso#ig6k_A$j&PmoJc!H zm1vT+L(*LGFi%O%2$Z2@;&dOQ<6TTi9F06vslSI99rYS^UVaCUKYI@WRlMzj;NDP5 zodc$0ajy$mgFxXlSIDCp!lnXh4cvNoh(Gx1%Q&~bf`9kDAK~*y$1DWowmhF=?0)Jc zpeEzzVA4Lr9=N_PsOhl@grYBYld!>j$%wA2L~^2T+8nAXo)%hGTv2`aIx^GOFLWYX zafYk#htf;xRU+L7(w=&0bwA*c;Q5JTFGX8_&BY!67AOeN`VT$)39->`K zaCWJNQ0Q8$_fVS8YOCU|uaJ876b0i(>}Hf^Txq7B@|BfUpx#88)X}32mh7=YGbdJ7 zHgVzHHsT<_l!A2v5EIi1!mR`u*|wFOERnK3q2UD!2g)^-O6cDKALfQy=Y?g~dPoyfG~ZcC}VBrb5RVfCvK-0aRjTM!njpncWT3l*(* z>v(dKJH3huf|P?==9g0daWqlL+MiDVs>NF|ZU@6L4h{~nwZ3lLNML&M>h+odo>`DJ zHrfo7$TynCzAj5K8Il&ulx^845VasWQK6%0$$&}{MOa%~Jan*@L3{{fg{^1k{ zr>X4EuJKHm2Z87lXzBH|tTChYqP)9Yr9jn*;@v{5udbqT<^=||=%+JEFisD#+P{ly z%K^7xOs9PypWtYJ5Ah_$+m~NJ5%cMRRsv%iE6E70_3<>r$za44y6r&W!p1gVJFz?# zbJsRm-AyB|?p=E6D&G3?Te$oAZTx5d{CDtw{`udN*ogqt-df-)Xo3EOXtxm*x!TNf zj+4$_yoAo`I^Hb5ioM;(7@wSCquIvJne$lM*y2R-!j)?{J~~8)+6Gn0IvK>w8K*Ne z;%Cp4;dF|F!2lt*?wE06kw|THMlP-|W2+r8!)cbakheva;iW- zg^DpGRew8X_F(WU&vWz0C9&q`F23?^v@2rS`Kg~DpV`+Vz<+zGgEck7?re&K<0ItD z6VzHAj<3VKk6PRWf&|0KsZ@6}ZaXAxE(%2mL=1}z%|K(76!-HC!)bve%doZ7#OBsE zo*wsbXZHY^xiKatVNvXuk5^jHGX~$K2R%{OPvbe>a70)Yx#TnVZc*D6BrKbqZd zRRx?_IBId-`AiLa-z>9`2=WsWMt#IAnbq|btgWxG;3}P~oP>)T5sBeaQG{%3j}DKy zO@qKjx-bF`?mxIELU-nxMl6tMFTyfZ{GPw+VUp>9t!e4Ki0x*dp#n?ohXdlw?YHgC zw(z;|v6X2xQ8K>`8>1Q&g(}Xr42*Vr9p_(ong8x!?~y5t(b?xQc;^94?;lp5+taJ7 z(h*scq1k^TN^qv5BOE-qVX8;+LL_K07@XkBTfc>a!$SmRDqW!(7hd}s)4m3~_fce- zD649wmJwCI)?MKwSdl%KprN|nhSDKU?%y`v+zL`~adGq*=*MI@*~ zr{AwQ^GZf41GJV_F&P|lf228FOy6*$O^TRH81@cCWY27IS!({KCTO`_T2!y~^{@r`WCwM$AF=;F@D}yXHhSLZ?{OmFQIY1vg=!mn-BLgtq|m+zOgv2lPwRT;4eC)tOczqpMs zOi^TG4x9f^&tet~cO&A0L64}OjTRi_ALCjlQ?_eJTs z7zh{yQJ&}9ZAje@j!*Hyg9Pm>TUc*~MpvN_<p zL`cm!7MLnb!B&Z-2+ajd+Yb2OKuFbPU9zws{l4C;BWbqLS>43(lP3Dq*UkRlInz1^ zqak{yC+z!8yAlB)MAcWJ#Yakybpq*GR9v7iE)K=wQOzuQV&7*9erdFyK6%1)Ujo-Dux0;gQoW8>u(rCw;!&gVgy+)p@#o6rgBS?Z z&O*sQ&y$FB0+!M0uAz#0w6QxR!U-q+1CjC%TK#_}+q@jgM%H^7+U_r3FEA3wYC z6ltz_E}KL`Y=c=WQ3Nq1=?5zN*7KkiK+%R%QZ+3_$$@gtX9fS5MK~jF z37L+@a=qRiQvm~zn_KIge1GL@Uq$cW5HEk}4Se|NE!?q=vGOKudT#J~8M z6(-4g?eb-u+g?Q&j2(zZYogAMn*{?y>*vlRB;W72hJF^}#n<1(-FtVrVDr)SPw|sq z{2V8}6NE_}`6Opr`*1u#FFZsUG=V(is`vb(QjV~osjs}L?INDLv(H;0wom_Awu}qr zeZ?wee`W#Ds^UHm%R51-+Nph$*9iM6n@l=!Gs^ z1=26x%oj+^S2{;Xoqd`PQDTCCKm-*cEmH1NXZ=<>(}bSR`$Q11I|>1#W~eM6=%tXJ zR)f}liNwS?%*t{FnZ@cYsy(9=K*uSf3!rFv5-XJ9nK`#u1%KW{v3)ERPup#U)BPcC z-+YWOzxz*^4K+G`h-^GS+}=Pw8eul>V|;poVmd`SJVIDfi*64{C)jG$k<^H`-$1`8W$>>l!4?ArXcw6;X^!r{LqQd8X;)K4o&vD%CZ8z=Hp~LWlLsgeDJeh z@U0K6wy-#Q@pw`!5E}h3`Zt~b^!>`lDcVg_Uj+HZr!)B>#53o1DO%KlWGh+3os|D3}|b9GJjr4oc7{ z$&2}9AKPay;o!k_({Gzl-}o9vr^g04Na}NYD^)et&TJyVez<=ZJ1_rpJo@BE^7LPw^xMg+B%$YxhpN*H zf2ysJ84Oh- zDMDaX&zJ))>1#2=;Ixm6uYV1n?cX=m^g!AX2>6L&G#X7t3rW~49rkhDKR{GJ$CW># zWOcd;PE>+VAM|kf%ocw0t*iJCKfR6Nq!7CN;=@#@0%ehGgC+)&nV2?u=`YsOe&7`O z<^FQD*U-E<*(SAIxp$V{Z;<%hCC>r(jD`YN6-*Ig+DvJBqwK+C=)s{V{>MiA&)dAr zp;;K3loJB8=dqS*ZY5S!RSKjt&+GG7{)Pw-oeKgdx>$t*x~ej`q!Y4{KTh~zka**)nol*6G)L@mu;mHUERs8rq1GQQc@4ovkHrCe> zB{A~eDfh$GrR^nU+H{66HJd#>hZr+d?Ijg{P3t8Tos7^3wXt;;2@%FhEc>c`iSJEe z4w6dsI%6tmTobxuX>53i=|itw=j6k*vg|$G#iK_L*prxoCJH(8B1MvP@an7A*qV$e z`6eb)o*0fD<fGX|$+c09=KnB(FnE?lw{%rc2bsn>z z4cVdX?H*#HQ}zUwCB}gU9ol5gL(0d*ZkWwXG8jjOS`Mk~1fKmN1T|->pN0dCAfF@5 z##mixrg(VwE_w&Yh@v{%rOq&621F1g zSl!q}qt!yI)ik|^&&g{z{AUSZ7=gO}2utg0820< z1ltq{nt2;zJT!uP1pLxx`0MX{7ysY4z62JS@Yv)$Dm4GVB z4B+HOA)2cDG|y#?iqfrG z194$md;(FyrsLEEfhB8ejC0^yZV2=_e{P!t zIHJ+6uWaJwFTIYl=g;EL{_LOP-~4a?7oI#Bpe!Q+Xl*!6z0n0udZ$=!YF;B08$Et} z9|uqOQ77gfu}x_I&oxdSJ;c-dcd)s$gGs%PFlq2UMEer!WiY!X;E5lD5n)mgzySH6UumtMu|U;j-m&b<5ew{h;h&}FJ996goHl@8kl@c2%#Vk2K9SfU2pWh(Vvr4xmm|Zt;mPcvfE!=0N~_8?d(k3$-of5}A26fp=A#4r%?AqGNs1Mv zF+4uuSEn2%?d_v?{d1t!#nMUx)5#E{(^Jl)SiL>Z5eGoK7Ng#v7$N7jqi#pz;hjhL z?Divk>9v>9Z8!1u)+&zr=kVQ|cM(w>%X@Lb?l`3|)IwW`Vg~YzW0fqUcC|XTx3_Wq z`e*$5HA-p;bSZ5tYl<(fh-I0gUdMxLzjUgP+Sy}P2>-L|j`yX&$itVMtQ$c_ttSHN zNE@)W>(L7JRl7l!Tif1wU_se=?-j}BZj;3(bYrnTGa^>F=@U$6*eQtv>k8j@NE z1$o1I!rvAYbs&pn+(^;HZ3)&CgqVI&!f`wOZG>O)pbhwN_a0t;_m6S#@G~Ro)m=k2 z9kD$fiN-7{=!PN+l+HY=1ik+x#jt-cM?VIX3q&V_6K)gOy!vIXD3&CEHJczM1nlGp zTBj(*`!$K{jEs?x-eMyc9c|PbL5CJs45&X)yn;>nsCX_&teHNqp7*OSd}xbuDxkmr z5NqeIeF43UjN&3B0Z?mpo>Bb$!q+e9Aism|##yXhcnzBRB}t&D0QPQwgypUC=9+bG zeCt*4kGlSx?ZQgaMi7h`Wy%68XRNtW#S|f`6F@Mq5=Qx>PxTU+O?}Z--(SwEiQzDGg?}j_84Xt6h^R#k^oNH6B6B#N^PbPtHe~_ zDS_qZ7bt>)Ma}~0uPa62-&SKNxgx4O6^C1$RlN0;uc5QHjp1mFxL#xMjl_PaN@#5_ z-}~u%I2{i7z$OGg3LD%ib^g*hyl~+>C%R@_m8+oJhh3F4KiIk{%NhA+y1jJ(C`)N~ zk(PucW_4dJ%oGjA;7H>`l7^=`ZrUAn9w~bjDTZGz2;%aS_ah1)(m6g z8=u>t!Z3XpGz^qf%PitvL1lA$BiK9{s+dBj8awMv{Fndf?;uHjh#!A&7vrpIrP59v zdm*Uz_9NFz>%E8HB0&GqxRcNmgA)Q&kcA|Ptg;1PXat9dGC7^iScSRX0`K?RJ39=T z7t;c>)Hnp_V!~QEq|Y#eX)lVCni&)6GyI~>+*UDY9#I=Xr!+Qe8Yzop5j%y%?5OP| zl(s1XSf=AK1Mw6Z&>794y;S0jzC(=hc!*m!@1n?Ku4=gT>d~B&MB!_%U&LFN*IC4k zl6g~^FN^?QK0`)d$yP9*8J&nC<6xFpF2l(L509tNG>2uqvlW&|`dLPS5%4SA{_6v; z?u1b$Ng{CO>Wf#9=RF5_x$}puYRxoXN)*nuN~{GF#F*i5aLA4d)JIzj0>sqrK*vT_ zGNXn;CTdSnC8l(LRfNOg2our+X@zJ|TjbITPL7Yb=buD%)q44p>IjEzY;#=+4c(s7FQm1U#B z5SsR_dRRvkmAG@~4jT0stLtl6Szcv^9D%M8SF2(?FYWF$o7h@CgS8~&_^H(XsbvE1 zkoQ2a2Y557bIaz@<2wu*Y+kwsJ?SH!4e-vZS8@OT8~Cfg`#z@W6wO+VMFG<+#PLbN z7OMK0K2%xjE*PJ8IS6dhP+@;|fxD`9)!_Zh;DLolr9)@p7aPN9?O3i_+5Mq9SLXv5 zm{=e%3`IKg0@hrzNs8T%m16`{#VYe6R+P*gL`_>dL;E973y=`s2D(z@BuzBnT*KyvgbrZ_%6 z;X({+kxC+`Edxs)qtOZO-T4rCrZF5GR^p;wy>z~J+lwhnFX?xnj2B<=qjb;lZ)Bx| zq(q;|XAM+9zGH}0r|UEGithEn@euFdQuvR*@*;9Q!^JnwFhKKunPOyk_R70K4BwcuV6M;ZHo(_k%c5Fg#wWPHB zK|c?w001BWNkl zt=y`HSx#|P!tO?MgZ{jS(;4yRu;|c{W$nGs?{o71OA~)(`=6aHnz^{c{RcQbe1d=u z2k*wgVrbHbZ~nqmy~cyS^i(hQzncdI2Z#4RHDWSRgyoepSUZ1>DL=gjH*vaq3k7P< z+N8Sei`QIHv9qrd-%1GGFe=rPd`X#>qt>kBX5#U-RFpcfb%3u7dR5m)w;NW{C0 znltrx1_H8duB~J9c!I-xgjkjqiGbwk7=5jAFi3G_V-2rf-p20H7=twML@#u;F$8em zxI-4+4YY}>OIGvhF1X-ZIh2cAK7z=3sk5?)^y*V!qqvr46VJ>g{*c9Ed%?^LTYUg~ zAlt)JyF}If+w}@nJ%kn&es;90Bo`9M243G{b-s9isVip*>&dD0{Hwb(=9xV}&!ep{ z;&T$Ux#wsZONTLdS8M~CdNanEGaYPgF0m*VRntkdijrE04P0In)jg)3G1{Djde5|` zvT$RlElxh-R?3|PbYbZ zNtWQ~bi(3T1V+wCU4ELP(M}94UkA8w@d7rt);LL`dr1c#t)aqc5NHn4wN8vq22tK3 z@ZTqiSp2b_U13ziS^O?WM!n31>9r3efwR5IL_gD3P?IWg*$mq|>-g{f`~L=EOrVC0 zhS(Sx5xIhC<{y3dAt#kqh>z@{=y17u?Im2ea8}p_BJNb0K5(sk016U_h1_=@Sm8t$ zbjjFCHIMv%bEzisP99SG!vq1T(UYgT_%E}765A~%9H68+30hwrB-M%H#ePo6hv==8Ec4bWe!CPjQ5C%ufRN^Y&VB6WGm@G*QDezU ziP}RLSWS#VK2>*WNy&4GY|w~h5)mj<6mD~TK9F09b<*DwO?^g6*rDyq20ILJJ0EMl z80$p3!i>ai5t*b?i``XT3OE+B_29jGxADnG*BOYg!CYVg6p78Qp5Mf8zVRY9x(#k! zG5Bi6wuD^irz(FjLrJuFwsgx_QzwZ`-~N++ikpv4xuT)`9!U{-G>Y7YWo0$~=S0|C zYgDz95b)9IG%-yd%O>d#7v5z;txyjNytEwRoeOOS3MLa^Jno|&#jGhrEjp2?HuERv zJ;AKmX<6cAmSULY=yN+!h8F1|)EXS%(O2@vW$0goQ<~7>|bR8(xbHSZenIZXsKkTx&~9SXyp@8YM;}C03u+p~Ee8qI%tE zcM#Vb%m^yd5e5hQXmnPgC&wrThggb3eD&?O@Z%3Z#_>rH4MM_FK+Z1V)M7H&A4jc#^ z9h}bt(jgL!82k6oR$NuC&e=J{U0SdjwC$^N!h9|YGruRM zkVcH**v3APwk4zYWPy3uMA#N0Ty7^Ik)9uKqZt!Qv8Cj~AnAS>zw*$vEm4 zef-1Ue}@6Ve!pj)r>xEaT)S4_mq@I=oMkkvYh@NkKaKq)tV!~GBlCjxxD^kq`;*(I7gMY8L=0`*Yzjry=4s!B*eAqh zC}XqxK4-ex4^pDDdIm=iK7n0c)Q_@q_9F6hfYDJV_Bqu6S}L*=$a8%#rFf#3bAFt2 z18C`(S%%|-hv@A;VB5bJUi~@-qa&1q5zncDs!oj#qMAXR=aVAiK^v0#bYXfe=jW-a z>|UPx_($W!sLpTwb-+Jx_vG^#t0w#%#4NAF<;nZaE1o;x?oxzEE;^Mv^p_YR_!5OIY&ELSZws+-g8#C>y(R5}mg;rjy}sRSo*P4X zEJ4?+M=IgVO`JKqj7}>+J{vHVdB!4Lxv?P=1`Yj3LTwzd1m>D4X?CJLlmMej_Te)k ze86FGGjJ3=(+0BJALEnV6TE$48+91lNb5*JEgMwXY%jGi<WHNwIrU;AA*v5iC0V z6!*2#nyF*lD-qTSJrA(4v4N#di-QkpAE0WhwnB*lm=t1x6B6p07o40~s(wf+&2&(* zu&Ak8^SYrPI{H~rR)>kRpw%vsWI%$v&B-60K1)_ri{PyXO3<%=@+ofJxXFSwrnAUY zLX*ZS&R@KYZny3Fx|Dnd<>^Xjq3Bt*K|0Av@uxZ?rJ`rV0qG4&1~?c1EG%Wt1Zo5t z#MJl67Mqbn&FSknE3kJu#M6^g-XG}CYEgieHu?p_$rNkLOPq`bRy0Q@tr5d9fCxmB zLVL4)?x76eW9K2;Va>+4u+hQ4`qSS-J&Ez1zxx1bwg|FT0EY_;{0!hZYs3b&3}(?> zh(fNIB=s8G_;Dawn1h|FH^k&%Mg}u0G9*!gPP=K^E0k%Gh^Z=!n1KZ9^QUnnF(U$7 zcrPqVXP5W9O7dpavtT zlvJkN+ke#0O%fykbU=&0EpTw{UL`wcm_564d2z733-0CzhJc61j~*gv51=>wkj(7i zXI5%B(+rJGpI+v+ud+XE}~XLuRuOaFx_* zyk-thj#n8hLRkSJtP#AI77q+SZDFd8s9GyZzYJ6Iwm9% zHy*OE<)xhsyms|6e)zNZjV)>|MpBPi6JdH>N=5HEkGVN-*hZzBiT?Qtce2fc=g&mv z?os6yrck2h&f@t%x!QX?ji2X~hO|ux={jBH?I-oh2?tx7;i~i=8qh;s<8Z z=52K^m3Kewc{860&Ld9#oU$$n{ynnm!Y`sM#(*?V+nX!+-LJoa3!5v*voR+9Qw(}X zP9KEEgocG$8jQx2*-zOCh$`?fXHG<*UpdC3Cr>#JBZeZi)dl4YQxX|%wz)NNi9~*D z4F>vRJ_lfw|4CyeG}p@UiI?!wK1TihbS}|ZFex<-k+2g|M;pB{`_b$eIM8Qq7U?P; zoks**K8U$5^Zpd`chuU!FS1qrXIbt1c~ME3?9Z?0FDCtX&I`}Q(t7TPb62bVLa*H? z{9xRp-TQl*Kj)Mk32!-RYdJ|dS_5%hV_{b=a-nqlVD&np>!d3?Q@>@=5-CVLTN`Je z7_H?ECvaphz#Om&OY3KF_tW>BpaWUq(2KOX>#QV;LJ)C&Z|Wgzv+wd`ObWTVARTnz zSF}m(4S@OV5xPsu7!JqWv(BVgxnHx%0JHHa+T9KG2dAvkKj|N1W%B}x=?EwLkGvr> zAGp1;#Z?Cq#e3def9{c>{h2z4SN+n5ooaLq>F^kvFT8@idpDh>kU^QK88tytZ{q2} z6He*_p-7wYv8a%py9S)7x4QiI>;W$f2HP7Jg&ZG z8C%RyFhF>BsWPvB|c2) z73KpSY)lO+D>|qd$71fpH#R1)H`5*wHcjP9`1~ejH%rA;`y0DGoLO1Lh2#zLhg zYZT~7ah(p%K!h(T0Ve8pDb;;yO)7(e17b=ZN~`d%1E=O(u^ObpDpg|+s^~vi+ojiz zL@~hdbb#-D_iyoJ_bK=5#bLs9YywbUdhr!}_1C|ONUZR*1&*A6W96n{_eawn1O{!w z*xU1@_b-BJZHQ_$wi_}IB+3Ze#0k>T1R)Ez#%>QRw9(%<91igC=oo2HNSlojH)LC~ z5;!_J!Pfd3lBi*7FX`J7B{bRuP$J*kV5-K@Y&w~K9W|Loo<_qlyvuS3m7bWTD z@gR{Z5gH<8_Vvw8cD;eFSQm62aAHZC3B;m^B2K<5h43#rb2KwWXg;>6-#QA79)mV5 z7YwF|dZ%Hx5W8S1$ydT7NI|vJpODr90v?VI_wcR1{A=WSB=%w=%%n^k2q~sq*jd4w zFYch02%|`%UZxyYZs+zIQA3=x!i(aSTwZf z2C7;se#!=21>5%Qh1eV3yYm2RFBH}OA?v8Fa=g6N#l>!jgM*RL|0*(OTCk!F+2AII z4HSmrIHTBe1X-E0P3W}LTooIQMo8LS)N6Gl6p)dPC`Isr5h5g@g~lNEssIE8j3*R3 zouIqaLce!{{?ZYq(*d&S1hFb{erpArYhBz_d$NZIR`dkant43Pa3(j`RgVJ}_9gFe zN{BM4fHz6FH;LGu(5~lM9)mGB7G9h&NY!|bxF0F^V>UHokjK>?ttIl%28>aK!r}f? zJlT7S(R7SPQpd*TKD_|ijhN?VnNQGct>W4X=kT*%d}MS$NG-d}F`kwz8V89nEyJx+ zQC|$(Y;r7w9Z!%?yQIwSAJt1dckO89t^cZp1(t5>tug;m4~Xm9U#L zICPe@PK?(CV{;XIj~gh-RYjopiwk^~Em%%hPE;=BudMRktNB}4Ory_iJVu#VYfvd3#Lspbl&=XhktM~g6Se|Uv+k&clWDacJHUUI=7Ssd4Rb&NZ{|z_69DlEn{%Bhk*dp zwD*_-Lc#)vG!8*fv7v3z!_7U4xr!XOZ{Eg@I}gxqHE`+bHPkz+=p8)f0$v$}7|v3* zBb|jI`s0)>Bnbr1W!%`2gmsb%C-7|97IY2N_DE-1rhy(}OteO-3TeTsSV-1ZQ7JE9 z^yY(hV^Xb@YJQhaOT)1-TpLF<&#O-_OyB3YfXssd&q8wZuVg_2A8f$0+1|ny zs8YwOz$I6OubN!_Jiq!(GG5vjA9dp9_G+n+X{>;mnHeN(7heRKRFJZ2sn2~}AD~d~ zXBI&A{~)5RC2q8_cIF~Z_aCv+Bwcb;Z)5Ay%Q&S(H62w+sm`%`=Toemy@K|}4u%K2 z(B;&iMvWGhHqUXQO4N6=(5w%)P?zS)@0OCTS%hX~YYl_lyT}UpV3goC+o*TCczo}M z3G7&fe}d!PJ7}+-;Q(WFa==1>Wa-sd+CXz@6~m(^m`sP}Rh-C}7w|2d3>sGG$thR- zqaIplKm~bh@7}@oOYfjPJjJ+oz@P}dPSogN^YZIB*?Y*!*ba}O4Jc}0>(Xn;NTv7D zZ5Bp?RMg2kx3zH&gM%lSoE|X^m^O>X@&=YS&tQ1?geQj2SEA&M0+H_4MU0N0vgnze zf=SXqd;J_5tu7wl`jFA-daZ%_@(w!73e#Z^$NLZ18G!=rX0yo~L9GO<8dC)ah@~GC zyfODiQ=IgNXp~d72wH0gXxHq7tCj%;1e>ZQsf`Kb9X(6}|3Lcdsy^}3p}T|vlkasp zo0uvoRnhbH7A68G zb-FNAW==9HYE8iCcgTI*?I=UD{gg;kj<_DjbzHoB7Het535xxU6{3e~Q?p69P`J7B zstcjaTcAL@L*4vaISN!Mfrh2x8777FA+s{N89(cRZKNN|Di$b>Pxta_8|!OC-<)7F z8DTavs{Pd4Y*gkmli=B8SFY7iN6jZIEiJp!adAP24LGWR(mRaZE?doIb8wi|m#WVDfZbhPjH0!)AQ7D^#*0^8!`pAaAt))h=bGjn z0YvuRSUWwg`qMoWSAxi>d@;4SC}PaY)Y1N}k}d&oocxsr1TysHQhGlFP7?TeR8?ep zbj}HRsY-W5Dyc%={`?lMfA$%s1Uw`mLav6Al6wcg_LZ;T+SQAu+G_1$oal1}Ho0(6 zZblH8D~mEDnd8>HGy$vFwLX|b*$Aiyg8>$qX83!V6+#$-0*pn+6@5d^MPCMy++ zFv7`Th)J4anZ)ZPxUnD>jbUJgrl@KiN`*{YHjj5y%RDMGbFNV0S_A~VrO;`Jvs=sf zum1F#*xTF3hc_OxO1uLX{3<|c5pv~_bUOtVJf@92Ka67}q_7^C79%522uHD_VimPB z6tefzXP}mttutqsAwVn`UQbjzZ8Q*-1!`rDgFgb2==DuYka<%(?u!qq@KV1%^^Hfh z2>HxVG}$H*W2=Lz-ey_B_l^JynxC{E6s1uyr@36KC%At7CT`z+=w4$U3NNwR zZQ`3>{}Q&AYe+%^ma=OHfgNPq$1VjkZXM&Vw13Q|$cceg9HD?a48X~A;E07)z_ZZx4uOf#5ad%Meh@RU<0V(&-&=R|*v zc+P35gBT&v2_;0Kp3D?R=@HJzp z!36uGK3Y)?dUT2?9pK!>i>MI*G8-}b@WS>wnzcmkZ-~KA<75zUyyREq7Xx^|e_!iL z1EzYm{oW>%&+6;^quVwu)6{$A#olqJ6SA-rl}q{qCpc;zz8g-|&*Hr{e0ZY?AT94uH+R^)4sN}n3VjkPruUOj zu$FU=+OvYvCTu2F;Mjm-2x@&8O!4vc`#9>4Stb76uWX`AP63A*TAdaiAMIg8>iluc zx**hcLT!g6s7rVuv%{nyQ;LNgy&FHDTKbfUx0r=dhM1C*4FXI_e3--qvGZ*86d0 zH}TTfeiuPuZpw5#!okCv7!OV>^+Gy0s6snDs;C=t*K3f?!Ray9&MxE9SAL%ZWjbhr zq>0Jt9uDr`Kt4VZaTl{u4UP|3U}p2o73^I5by>ItvOy1f4?o9r++#rnEtOoFS4;~p za@n93S80i2bXp-*F46jB55ahd&Px8c;|ccfzK`zqOE~}XyC^_@xlIiE$2i@+kN)0$ zK^x769~dPSte&~ZXke&sn?xfpiPT^)go=-_dGS@$x|^I})Poqq-c$6R+-17ZBISva zjo!Ua(OEx-OKFw4mg;bdt0WMA7IQ6MgP*#iUNXiEHUPrSWQ4t!&QK~XcC)`_# zJY!GkNSkDxyh|fe$|NDUh^X5$KIAA+W3!{Mb)N1Yb zMnsQk-duT(*qVn0w@T9^#QT&an4$E?0xBvb#LMa`Id=DBDi|D1N*rZ1sM!>UgB1NN#_6mJ-CRPq zVP3~>hpb{NO8VwyWo)>z-@uo?^cuFv#*dN~5$tQ|2FAltRjm;r9Qw@ER%4X-XGY+P z0i=L|F&>*-n<{x!0W|h+oxicrm2FVRv}_j2lK_D3Pbjo!VjU=j@nDFb{p6>3`1mp3 z|3c@i_)E`SSv!Mw-~9?gn!lOXBBQJ=1O?iBL~!BD{$C!`*+7XyPPgz=~T&rYQ?F1vPZ;9l_z-QBoYZ!g*LnZz9SqrS zZ+LuYzz|PCsa8vHu>TYnm)6lc+(k$Nfd~6&CJM932#1G<*xJ~}`r0xGi%2~gGfvM` zi1BoWT-AXnV_{xJan;x;U$edfospr@?IHF;x79*Mzz;b;OsAO6#>~2@(@k4$KT{#2 zv51lc*|-m#Pd(HN?hGnLkBNYRqoW=k9S))68n%Z8%JCFyjR>usb10d4SD;l3(IB^z zlFn;l*X6FZ0z5A%sD5rM@%DG~tH81WZS_`rKQF!4dnRLBER$LM*@3NdfRhW<7lVJe zyJM4o3pUYQ2&IzGVK6bJSaZl*SKhT5Ax}xqE%iZAN81VsE2LTm62Dd~0-I`UFR<4> z3L@94`~=nGtD6D~X~r0)6%}{*OtF22ux)ICvGMck5cb}9_sWf*6evn@rB^F{-~a$1 z07*naRIy2tEwHhGD@+_{*Xi7Nv)E|F*GDXp$epYDnWTUIVeS3k3XA>?wQNPXAzsnn z77EPsjg_vS&3eFwvchlPoLE2y_>3wF9PaJmNi)Ot))LZm%&Z#PKdE@tY*M>2$-q;L zsvL=%;!TQ82s9?f80|f)>s@SYZXxWfBCaX4V_^U8O|;@V_D_y6nx(vcW7@CCb%y|h zxXw(WSuTuMZT7QL7>87ZuxAbFyOh%Mn5Bs^vC<(%L4>4~U0Hcma|_U@XNJg)OX;Sh zXk&SauRCJwI&jvAKJ2EwbydB^+!S`>t)DBdt|Z^HO}f=D=5pbM7pw}vzB>fwK&J)3 zV)3p0O1rPQ=0JjKZ05lQD^(u$b-_}e_tsU?Sxe2)Uxoe|*wo(180Ng|=pUP5Dx^;)L`4 z?|=K59x88$SuF1G{&h}{DdA^vwtR{SRmi79p?6tMmj*z1-OJQB{K z-gQIM3#A%hs=)oD14FTY&NWa4>(ifozpDEGs+`{qxEaozZL!Gy@C51b1Drm(fgozK z-5GiAQja571&I<0Q_e67eVq1oCCCX3y=OLIfi_BvcgJ=7#b<4tU#{Wz-|7NDIToMZwB%tD1R)0YAx#-ubOoTRkP-Q_eV zEj33QOE)@Xh>lA=%2a)_^bdY+DHLo<1eCd^Qs|P5o*5%egU%9Y5t^@MJwSe?fLfLP zf)$}toZP#GaVl1YQoUrRfHJ`VMDf-yc$c;%AgF@aK!sBAGyz87#=-8oUY|76R*j$z z{Y_9BMnE9qK1|tiXr@ufuh)#2)^IrBRvx10QUG5FZI_e(ypRf^P5ezDV!pS6Ji1aq zSWs+*@;7UrOXVfXeq17(YhWE5f*2cTuHd+6BM7^|l0sL9=&lE>V9N=JrE)3hLy<$p ziUpNIgb(x9GZU1QrpgqGmpCQp<{)9ws#9%n}P)}XzdkQ z>6kG}e3R)jcDh|o{5!1(OYIg1PRFN1gt8wajBz>`av)MGja^+>3hHlttx-{$)+Am8j{o<5Z(40-j41B%%;syN4AO1G}&Hw&yF)NMgwi^x0O0xdG zUTEj*Oyn@YCozhax=S1z&!oa$3OG-DJN0o>0v*YinKq^zOUqrf8cmEjQJ0uRgh$RqXQSD+ik;Ywis~5Tlh(2Zg&EiI$lYGaAs zySIm<=@|RdDT6DghX+ushF)dgT@!y>-Vgfc|w z4?=DOAx>1U-WvPe;qI3wNIGK z3qAj9SM+ml>h6boAMHBe#mxTIb z=`(A!@&I{P@04!?DLMp(ZANyI)G9~Y5>bxBq8do8q{ZIsOSVLARkNU`F1-mS@>McBY@|cr(6~rv~P4s>O2Fq!N!MJZ) z3P`w>S`!JFC6JiTP4S^8rV|U2hEXLz%=UeuFd`KPnD!;nkfZ(jov@fkE~@tGVC0^jB9&xSiAU6o0=Br9!rR_K|X5ZQi0P z5ONWV(%QQQZ{~S+hE?N$_V$Ysl|G;5dq!X@YYTDSk#M|0=br_zoS5mt+Vc?ds%@Iq zV~z$>!-!5W8D^5$n_5gp_Cj

KXfLD>oR%+m-04qv0U}9m*DLV4T1qpdz|N^u2Mf zx{&$N;s0l=uDrl_G)6e;nb)HYg6om7AiJhI#(idVeY8N+neioNW$(~KRRdOgF2$CC zubr%)IF<KRq=Aq!uQ`Gmi@4Ghh+Toeoo2C@EzKvQf%hEA4wJkPSit{L5*8S?N1zI0r6zsh^g3kySMangIms(@StX?e zz66HmZ{z{3piKo=@{z1cW=o{a2zqB3N+-_Fkm%8)r+Y}pxf3RWRF~jrf7NI;W7Y_ugsfE3x?ySLcD#bB&x?{#9`BObQ=I6k z0EY*A_`&yofYEqlVi8I{CR09`FI;{J|HJ?MKOzgZ6y^_2+j@<5b0CExZex!uVpC8Bq1kBQ{Mid2J*G6@mA0mW zD}RIW6ep*B)S?x`Y={kLSJEDmD3sJ=tc~ENc|W24&&{P$?5|2rDmmjTfl88p}Tjcr72@D7^3*!XeRipZ+#o&f~dlBE=bAw4A=O> zZ@i1&d*>SJLB?}6REEQm=SB=HBb(23WC(_6@*E{Q%EBD#RC zroBPCzEew$Rr!LlzM!IC3e}Vn8nVZ%M|HMVA}YOUV@aH%I?o4f zK%|JYLuB718Z4c66u>UE8`wE>29s=xalenj;W5(T39g<$j|*!%`1c=QXRmv*+*}Fg z-HT|wG#YJ8Clf4n+ZY|6A}l7z)0}lk&TVaCb+v<^e|*chEJzQG79ALSR5a=hsGx~Q z5BD)8=1*b9ZkkO^I}#UX0xsYjPo~_iMQfK5iFUJrmCiC&J4rpa00R|st)U7ZsiQ^{KyHqNaoVXAs< ze+_w*dNub7@G6ZQC+NnSB8qE0g`Ck==-2PfmiN{rDmia| zj#L*%XW<){uHx5TzKqFmA7rFC8BbYPH!F?XjS_vILR#avEmIrz1+8C-sT=hs)AWPs z7%K!Agfl!n=;8X^`_T0kTX)ui5RF{p7yg9LQC;_er!ds^t~SK^;Av+R@}){?Ywo&=!@T%WG9+guz@%&S`G^> z98>W&8(HC0Y_(|im?~HaO9e64RXE`c80Lc&PQpy8fjVAK!S4q+G`j5~)URF$$pM4v#?QZs7IcX?KJ;bkV}0G!7P3wE|uqP1%J2 zVsl5EMj??U;2hLM7-&xc$+WvGIG~Fg^RVfbSzEbR=+3rC@7nvq{rtq@ zAhlg$1Y{)8BZ&t6jw+&|nS<1jYsFu+(^vKGb|CYP5B!L!NL?_jGk?fSsDJt2`w1$%v$tXn~IgsP%3 zGe=-l>xI(K!6^@F#*8o(CZ(<8|RixB3n$L$4AiN4EwzS zmbx8I!Wc**GOWq4fiN@bvzi116QDHf#LX2YLYt*_qDN$%NPUSU^k>$R2@><+2rKO- z{^XCofi%~6bkyg5|G*XX4ckH~IY+dv!fY8#Vhs_C=+cW9@xrAGJP#OH4h^`erHv-4 z#hB$Yob--3fHiFoH4KJhJbZ8;n;YAhO~zcsV&;`DxC$266Uq!(tdxDTsR~p|kh4(1 zu&a!cb;Y87IiJ0>E~euNC*B5>intvsVgbsMLHdw|S#!hYp~RQ^+KJ{*Vo-U3fB3}*HDWxzBIPz(?-CMdfd77gU%DKbem+9Ktk#@rT)@pa|!Dg zF5xuV&L5<7`(hw8?jh%Dn&EaHyFI~a%`Zk9BV`Sq)B-EQao8i}16X>-zeq08~RP5&T+z5I8(+ZwG z&|J^8J^M<((C6Ylo7CBqqm(40Fp??@Yp5!kXb&H#atKer3%UXr6g+D#EAD1{d@X=q zI_(+*#3f9r{{QKEvnI)s>rCu(zc+5IxmMQRUENi^cLQhu1VIoWXaI%;DUpy7I! zJIBv)_sD7`tkGSSnGrYcbw7TVZ)uXXi#$`W%vCwV!ues1jmU#gU<(q`Z~`RxcA)g= zIS*yOt7TYr^fT88Dj7@U*v-3HUJc6n9Cx;4Ii! z8{0gYbiC$>r@Xzfj&tX?F&>T3_?lxGA^Ru}6Ot8DBx%98n4PfrskS|wNmJLnCet*D z|J#M;SsY{fT$*-2YAH%*5;*KQD%Cxki&Gj2w{0Ul`@<%I$xjqM#9x$rIkVUV8(DmAO9x5nVOzOVIL2HXZtuIO~nsl z!e59l_DUqH_`5QdD_Iy0amyTleRg*H5W@3R-!NJ;!h?M?!@&vT~0t|^PsFw_lAX; zsEDOWh;wL{CDwW!<_u9s@ZQ5c9L$!e*0wNXg=dG-RCsE8!UsQWjgpcxA4KPfH!_(o z@yeYcTBeI80sz8B#a6R!pF{Sh4oB1B#q08x3C z?xZNwMiHaDz|MtnvQy2*4IGrn;{_KbT5FqVojZrR-@(aZ&ca)2S+{IzneqoKpPa`Z z{$3~isnZ_?eKI6MDrwWq~05o z_wf-14ei(n`oaCdP{019NsH%vkTFn z5Knm<5+m}JrzO$U2K)Obp+Js8UgVb0MQuDrb%VpxF>~7K3}_)}Q#7SxVN;?F@%y)p zP;LYktDn_qw_TI|a4CuJusYKP%%8EA~97K2axqb zP1be~gH{(+v&7o^Ci?5^xV*WEm!A1N{wLaqr;~#^V{vcAxq9Pdm8oKk{MB8i%)E z{T`OXBg{u9XeJ|6_B<}_oWt<$9$a1F&QD&!KviR<^mO0Xi@B#DJGkJ+O+0UljG&ZI)*!t?2M^14g8LVhfz^A-YLkZt!LK~Jg zc&Iyt^t(7LfYHgZIrAx1GoVTDg-{TLSZ!9_d*H$MV%?l6XO2S zsUd&A9dMc%Y@Wy^ae$WHb(}eK5$~lJ3Z+9m9%6QKg4yI0$9}?snpZDwq3T{mx7}mQ z;FIG6cC6vNjhvdQHpe3pb&fQjY~qTT20eNKer4>Jetz{U!SnN;jK0U}Xfpd={L9rh zHCY={pWxAGi0*8Nt+f`T(}Jj8phN!pm_=aM2bA|$jC3X{&VtSXj$0lJa$mDS*m*!Unnj4?l*f^E-{Y4qV{>zXz2jpr z2HAm;j-~BliAqq#W>pjJY!5ox?WQJL7OGRx50~B3^kk5sClrC`g{Gxw>R3BwNWA!l zIw@aqv`WwA?0WQ%RPEXCWO-~_O8TN%Q^(}gtGs!DGkbXTE4PN^|8hS2UY@%(nV5Hq zW$c6KQ14y(V#p!oZ|=YzK?Hwdv^u40!hYOVllzO zSh9&#$(uGL12T!{YQy3+5=9-u+gvEDvKtz^AI9@Ui2`DapMX)SAIlXx$xN- zgf2YO{9)w*vGyL%e&iz7FKqFD6D?sf8S`hH)t)Uk+MOP{>pdJF9pd2dh$lDO+uK;* zD7nx$IvR4a+3)wUwOMguNJ#@taj59Oy0eDM8*AuU;FWi8;kA3m*uMTeju>X%Fa+oi zK0L!yotphPo!k${ws=8tb?>ysx87T#s?Ot@saapZwYu1?D~z3C*iczGj82d62fz3G z`1;>|2QPo(WxV&!Eqv#j-^J0?@r1!RCll}0%@f4mYFY12Y+SVb_1P0Ka`bqa8hI?T z4O@unXem?2;IquKe5s(9$)r`jyA&U#ktvS=_!}R(x87u&QW2ih2}HD`k?&e*OzNK* z5u*(PEll#QmI+DbAt9BmKKr>;xap2{NM7fW^C|xyt(dc*7bf74XOK-VskmBS$M*Bj z;>3FvmYU9{%pKy%qo5raYRBuj5urdA*LW=Ek!qsA8AsOn%)0PV+2v8Fm7XXXjEt!0 zQ!>!^1^Tr|o4BD)g}Y2la`gG;A77^!@d_e@(n`Xobdg{|NL+uO^opuC4}4uH07>Yt zn1@2VWZqkPZZ+}eND;jWmUmVPNan(m5FXKv5T+MJS*)BS9;!}_1T9BGPDIg|rNg(s z`7ONq+G~M>XM$Ha(-F!6{`tT7m)P0v!Oaw&pSwE9QxZgmt{L8u)QpI^o*Yvmcxdv8 zR*csIJBwnAa=cp+dU7tlexWlF>(DX4{Qg5M{T`J5YGf_biX04DXrCKk_h85nMAPdA zmxGcDU(2YfVCP!H(PXw1-nGVb3AI+au?#Dx6nTz_2N!ySH#M5YjNM^ge(44tJh+P= z{OEOleyLf7NR2_ZrgJf#{`nm|_x$x>OGhY?q7o=5$0S9G^0x;quxV{^jp| z4z~}6_~FlP;ng?q;_m(lmM;7*l;+^GoP^dj?K=@AG_m_qa1)&qT?_1N5LIx0<$hIk zzssNi8Y~8zSQs&KM`C?I`Dmjq*xFL_wR9dkgFY@ibA!bh`-2MCp1F#0F~z*DaX4L| zzjY3$)TFN`()de-KRqKuGy@U|TsjQ8ZPs%jdR3>>MQ_k!abRi|ZEUQ;qZ0VDjkdQf zLYR~`xD+jGY)~J6bAaKj!e~0>$sW5al?B$S7Pk65T)T7$Yuyfp$A_5Br~G-!(qs*@ z^hHR8Ryl%cJ;Y)>3eU_3m_H$ZCcAgA*gwSd{6(C<@;IJ(;tI_CB^=#;7xT#}Mh|YG zYEH2}=%PM7Lbtn(pT2b)e%#>c>(8V4*89>FO2Si*a(QJ4ppRdRvUv8Tu}^9R>96a5 zKWh7xXXtT+l{aJ0K#g+;8f0h93PD+rXQ}Dhtd5nuVb_I=7cWHHN6uA=nxsuNQE%5K zdE;DGXgRU(QjMBWxG~a3yA><9uZ*QJ(GC$8v&( zvsjv>Sq&avRf{o>4L*eL&GikQZl8A>Vf}fBs~>p@o7;4Mx;%I|KG?+(iDSBeNTNpO z?*1Nzhx_r2H$E#AHGj}TF&<+1y~zsy6=heGO^VIRXYul!^CEWj-}*-v8{+z1CukL- zwWo3}8n z!(fLAr8Mo&PJy%gZRM8wK(FxGbJszhBG&Sv7ulXa`}g{~D-D~t-&WgrD|>b2b@Usl ziJ!icUQ?Tz@n?~m2P?^Bp0{R=wDih3Rc7TX@*i5g=oshD-kV&M)MsLa;eN6+nOkzr zOy>(dr$CpJcxBwm@_bYcA#K$1-pyP1hwtpk2k{#5!NA=yT@eyCZ3G~GYFE4yc z5>JIs>y6DtVzmUPLX-;+DY~Nwiitl3;m9_C@Yq6diUEf%k072}Oqlc;{F(RFqEf?P z_EuraVrAL66kZb{2j~v^{1?RQoXzI!yGw>n2PY$J zY@OqR{@`F24<0_?ZvA6duW(mxG#+7iJmhJ^+F%Xa+nX4UhM3J4n9gR*=dp_d_sJ7@ zJmIdsZ};GFgu0%h-RkpZ?suwipcARXTd|0e=j228mjsTEW(~gn)&X9=(#4JQecZf% zgtzzRn7cMwoi5-1@#!8eU%G(*>W}_0s;Z4E+XLLY{T_}VPOu=pBKb)#ZMMkd&}6P_ zodpJkX@+@*%esQ{p(knzuI^xl|LF!!?c#X1VJBRj^TRLF2_hgqE=UVJW`&x zG06>BAwBwjk=MhyaSPSf7Rcc8cr=WN2TnAaK&=RMl-Tu2GfR2kd3*}{PC5K03kM1_ zQpln5=N`4*(VJjI;E?DS-Lgc#vFO(hRfI96XX^8AuikZ;{u&YS;*YBdpz%o93Lozs zQ8~t^1i4;aiFV4<9^cihXws*3p3?myH z@{TyK58;i+!%`un43$rOyBs&=T$2R$vS(ppoOTHf<{Td0eF%R#Cr`VeZy*mWir09L z(U8#ml;CV*|L}wzHcS=xge+iK%JotsX6}Q2gA{tvk`+2#h^0ZGsrWE)_BL>3EkWj% zGq^>GjkN(j_R`aM`-eZmz4zZ|M#Cy*5b?7`pJ`dQTm1@GE}i3NM05~(Hsse%>+a62 zTln#heu%ez{w7}i@vFFf>o#8(qe6_u#fukl@!}4zo1^1>+`e-wB(>y_AdpA;@57@L z{P7?EF$)N87E@eyhdgt8^ef!QwT(4)cwm|dy%HzNWlX^Mfzq_G2)uRnbf1TbGEEFf zl(N+>asTd3{QZ~y1N?9fSI7i2zc=JAVLX2LqZzh8{v1kz<2Q>?#Bl=Rd9uWf7#0r= z0+-!>58XkJ3vN=gCTJoF)6QK$hE@GF+_sNR1^7D`3t=oI}!Rzl}_h5pu>IT*6 zNNo#3i9~s6Sp2pn`9cvsx7dwQBX+$#&dWjmvg`w1azliK zkn|d;Kqp1<<@kh~?dxv-bHbrA+sErW2@^*R;09Sb*V7@b)ehn-#vmo_#qoSfq5c*OZdw^L!G z+rnD6h4mKDE*xfs!IIXSDTF@u=&Gts8}A;>FuHdK+x;>6Z9R1yrjrR?zx^t<2U|G2 za}(eH=C|>&U;H@wtsN{jw&4~t%ukMRG(SeO)@S_$@5XrXW1m1#I}|%R*t~EKm1~D- zs5jVJCryFX22H!$#<`tt(8q9@&8XVe#^O!mzt}l46h8eO1Tj(Ad6Kz}^QY+bH*d~+*TTNlSk9=f8MP7US0*iY(;mWhSlobBXC$ytc zK5&E;dr{U`A=71anBnG?p3yNS58|b4Gt51SGMztET)J#X78?r4t1ZD-+dx0`()^Y4 zi?4OL#Qwoa$U8EgbG+}_dNckQuY7H=ZXWG^ops@jAjhdIObx_<7D2z zZk)r~)(*^Y54F&UDZViUSemptbYVA)ZY5Ntpzu%ki<-3EUV+Y_&+FuLc#7Hllxa+i z#%)4QyVh%?u@z3{HO9js>L%oXbdD3^hhhy=WhrKL+KiN=wbk$S8KpBfXBtYGt+qnP z^9>MkJ{x)JaoiLq_vu;adNYrlyQ`}7$nr|Bw2GV`Z_d1bmRS3E9eK;*OmXf_r0&Kl zVNh&Ei6&)#O(oIeLD3^BOe$-O3;MPn^>cf>7N&I4=~}I>t~L zCXPSaoWdhtB~36Ur_<25k?ulk%D&x(ZLMK*Ya4YvfhoJpr@C@+9o^1h z;5)_-Wn-t5y2w09FIqU7di?Ot6b~jAho?)7nhqD>BCH}vk^;N_o{wvykZHYD1!*79BtYQ$ z>yy!9osPdY3DubJ4@`pDQGnIL%j%j=$kzC*jd1;9u`k8EjfX{8MP&?3S^Oc+J@KM^ zXcEL=5!ZV7@X8AEXP9D;>nc>NF2gcuc+ntes2Nfz zr+2L94JRXpl6Okn1qSSVvwCRifgV4k$-fahkI>0;795jMQ)&r0wSOy0^lgDP;;7XP zTB1sR7X6@anOaJ#hk!Ol(p}WZWCZRXevtO;@py#ktVVA=1Prz3YnFjuT@(QV%--^% zl&*~$O1#)Lfr)9k411{vs|&KH-1zfBrFU z-Fy$7ZX2g0cIpFEx!2po@BP8=Vy)lipVIrZAym-%~&gkolV3Oe$E8L z)#OpF5c#`wFRVBXWE2l}vv5mUb25jc=Sfq|1`+vUvUQ_9A-dnkdnYUu+HDs&Iv%3j zS_|e*OG6a@C}2f}^%7x97L&fX>({U0Q@{L4 z{Pq2Z?7(8hLeQ%MF%(UZ_82vT*9U!8Grx25J&aC9I66AQ{Rj7O|G|B{`{p}%|JF?$ z9vt$;6;+Sv1%%cjDESwE8~(+`&~4|x7RGgn0REeD~|X0$@>ju6@FF07=;5{ceYDpH*c$Y)KX+KCX8U4}rWvA@3Fi|Ph-pIYu&1c8?_>|Q zSbxUhtx#_io~7x`@*v%GnB6W1X}{`W-CW1uAkK zp`Hv2HXma)E0{a%W7GSCavPvE*u?J9243G=;G^~gPgD!h1q$Mp2g4eZ;W4_s5|d>c zrzaklpFR)U?V=$8;@v|Q0-G6NW2=XHUgP?W8)yx-@q>3C;L_ELXlzI5Iv$&yDM~vO z_NK zI!!#}*z`tL(P?Md6q0<0LK{NWbL?c{B4TbnKSkB@DCQ@84T_*L>VRVcQp(G<@lb}E zjzv~{Mv*fF*9F?$j@DAaO@!1G4>qWzi4+`%EDM2gbI}HvmlKU7wceDgeRnlq=~}H(N(GgKa~ar?bTZ5+x0r@plSLi% zp6GXpvcxVsN@A3p(dy^MD%@K{Y50D0Iz7ziVc=ACNG!N7R?Rjd5##+u$~~R)X?+P* zAzz1iEaq&}`bgD`XQCko41-U7;%R*5BTry`Il|c2oEtEmjik#d?;-#XIg(KWw~>aI zG*%oVTm!<3Xuq^ZIG(pEbXqM8$Ci;kz7BDWzSkuu4LXa<7FeN!@^=!|ZUV)GazWA} zd2o2l&H-Z*Oy-Z;hig{t*7d=t1-c@-<1i=cVI%}d9$WHt@kr60qY84HKoz2lBLl7F zGPKVJ)bg>^)7OrL%9`c!`J&pZzv4-^dlZdPtqOs##eOVN^XrP~%i zj681_EQIXY2a-K+o#5()a5CUU$w9m`8x0yJc&HmG2wC0THNxALL=#CEkFD^uGn4rm zssd{+1tNO$@)KdBxj5nRv1nSkc^vGT*h%775U+0|wm0!$rEt)0p}p4U07UjxquCU9 z4-T+!4wLB&*Dqbf_;iSa!+lonzH;#*x>X1Jdk2^<=WMHXZgZ0-`-h_;MyF#|+1}aQ zVE^FpaD-OT!i}qs;fX6(vAMa$!Q;ZcyZH9c9$?-~F&Lc3@Bh=^K=u9*r*}?dQHfBA zOPhsCr^{nAuOxcxF!R*1fljYL9$P9~N`TpPM9!|zc7LKKIJkr_ce zgw_wi?HDR5VvNCKH{1+8k_y6bP4qfNua7C2U`!Ta4NzfAlS|)17#+Lh6`a#k zjgLIWw5@##!Z9~U1-g%iWlY6l%m~*T3SUZ~`(=dzK_cf%^oUL(w^0!Z>7Lk#9?}3G z8~#pWm*{`w6BESXnl&qp#jIXnPF6w$&!=fJCnGjkyNOt*u|Wir#g=S<8AGQwE=YAY z%Yut2BjR>WV0kpzB)DEtbb^&vV`4&@AYLYFzH+=U2KR2gkAL{V_gQSQY+NXw@aGI@`UHJv8;0GBsWBPBI&;?!K}Q%y+rEyo2ZFl>M>#)B$S zQvw=<5fhTMdJ$uACM9G}FH`Mj9I*S~0PRk}aDPq;i!Q?*%Oaq2g7{rPSu7Wel|z-^ zov3DID_BD12RrK&7#1lcY7>dn5~9S-CtTco@>hNdZ~yE~{N#H-5J-Iz-;9ZL+Hee> zq^9iu{;&QweE0i5U=cwpc4)f~_qZ8L0fO$^U@$;s!uO~18BgSY=eK_ogMJH#vk~5S z<8{oYr`*V84O_K?rA|HxYc0d;FkjacA5ip%I7t)q>12e#ppWjLi`n5YpwVnV&JiMo zC@WqPNS>VOzNO^5YB79!@6Ij!;LBfy8;(B7`Fqb7HV!6mdew(!)`kKw~FJ&Wn_E>7no zEbA#ZYI)t$&ykHTK|l>rlZbjLh)WB$XLTZC%dSAwm7|#U0r^dTeGP8XgCA_dw@zXF zEDT#rfljZ7>(5@sgS!V4=7z11&MAl58b1UX&emczv;Z*ti&axG)Xip8!TCvsO7>%Yk@d02zv$* zI!|X@IKcyYf{LfDjRC4bC!I`2j=u;`M%GA>;x9w3SuKo(@}zv-<#HbU*IA&r#^lsu za`+IV_uk^OCeUOEEDDA>zqR&>Q zw=}$Hu(mM<%rx4LyTan1{_YnrKRLxleSjG?5f@`rG(2!Y%yqn=bFamhzN{06mTCG4o4Ci{oO8&->Hb{kD&tTvJg>kazQUaU)ThB(MoWP$cbLFAzktHr;bdU@vJlh}Kf3wrn!L{MrR`m^sIzvuOpGj4x+kBklwbwCjRJ4N@EkybX{ zJM$&Ee#-x}Ns#Lb`53GwOvs^C%E?3sRA7mFOv*uza#94c1`S8wLENzZNHm>2^W{+1SF%q(m@yean@& zBom}JPKF9X@CU$q}aG$boH;MQ3J8cX{rwr{U@gMR7UGKDUe0a?2 zoG;#Z3O6oa!S==`TCE-@U+euorW1=F-rU7xJi^x24zRb*Fz+1x?2veDjP6+0pzvVZ z9V{tRg7uM1;gXyp?1?lLTVEbpYg{I91Ckp2Q-Yo$r!UJ7Q zL=2L+U;z=a6!lGQ@EBddt9+8!u~p@1sl2kaWMVR@1)<5ptZG;k+5XamMB&FOaK_)0 zQ%f6kPCgI6j%}f}v4)|n@8BI9S|!A(r$Uk-Lr%o&g1BF50wnHp-gRC5d*>CJpCH&i zCTTV{L>aw7B7;=))1<#~=+A1N^0&N+VQVR$L2oM$R}kQS!J;thm8vjHv~WpE!@B3a zG$wf}NWy1L5QL<}P;CpTIJ7cBq-hg-rkVhor2h_yf)}1BSd@ZR@5{K6+cf%RUOZT(zy z2S|sB-sBarQ=hIm@V*88VB@itppRxE3if%l@voM7A}Dyrv( zNrkl4vw@0}+Tr27Lxvc3+Z8$;$M<5mkWh`Z*Ih+GJ7-P*P&@;9RN@7U&s zLp4p7=&Ya#5+&yIDKB)QMd;G%m4I0vU|bN(E;9i^F16M>`N0w)P|`ER#v(KvO9h&K{aQ;U!%}uh4xX z>cr%9f@Bu* zm3v9(7>?Ea8OunC@f@4VFqIU}`EoJiJv`|4@bV`@$*0V3$&^GJRYO08@3M= zMUWtt=d7Shnt*(ChA9PXjSHRr5xr!J@BQE>SpWQ|(672oHJL8L6qZdaq_`pL$mOhN zBtp#^GbHM}h&hI3w1mUOb6eOtcOH$g7)@&&Pv)VqJR7qG;Mp%DQ~*le32AY7G{@Gt zil?4LnIp8w{_Q)ckB{M+3f0x?=v;joPe1iIe&PAc81CQ2X!jnP`J9~-sMu%ZT8$`9 zXiY%x)r?3A6W)5MU$!P#NbblZ-sh5$QCy{fvu+~<_>;d2OSJXtxB|1 z%BAYonB<>D!#1_YMl@W(hUfq;&Ml;H4+t93 zrzrwNT#*E1p-oN>9OGajEi>M}l|?T(_hf=QckeLD$r=;&hv(L;rWlEaUINN$LN(UY_5lV92s(%b0tBS zl9;B8=Vg;P{Q1~ZU6|BjmIPaEgYC6l6qrStBi+rXb~&_Z01Wt4$zvByj~ddB@bCv?YeF!QOPv_w)30ALH2+{lNw{ zHa1vWv4|-^oeH6BbsvShLJ+v`xBO=D>*fXQq zK`7Xqc{z2naET_O*}s#zzzOv=>LNIK4{cJ5PJ-m+iX_l$37JNdkSb^B{J9<$&aMyL zUpYE94wSUfCryD>34rWXQvI454u}Kc_!apdDS(A2a9iL!2pX2=Y z7XKa{D5tXta|PG>efGOP8HX0Ucpic|3X=>)EI$gAj3X9oL{+WbA5f0B)#JEPo=%wtlUE?PR82)B|0%7m#WCs(RK?j4IFDi_|cg^FUUB2`_KRYAOJ~3K~%w|;!mgj!i|Smr1NvL zVIt8fORP6QZ?ZtI&Y;OgIgSAish^!2AkuJA{Sp_+G%ELGA|KL70EI~i-sHaFuy7ue zWz7X#fb%zO=}45ELd5>Oigv~*t@m1{GeUCKzY$+IG@WcjI(cbGFP07sYaIkfim=WkdS}m+@ms|0 z9L;g-?b|G9)a!Q8?Q~>9Db1dG$)7oCu9&3uZGtc%SPb#b+ZUrQW z=BKAT@p<;er}2gV8aBh1O|IL5(P69 z^~+#9p5r_J@hiA+{xW|5_kKU%5~>odR-j}o2+}X>g3v&OQdzRgOW22`tbKB{k9+UD z&BbJkIN1~RWIYfP z-lHVEH|TQXh>F#^SzxqS;@;5^yW=s|&uyV?9ZZJeNlz^Nj|zXbsI59MwnB@z-yV2y z?;-9zIKs@dVXj_B_0&szukO76Q#>&^#mVkH)YCaP8H3h=P=`#gSuMCR2}Zc^s$y7g z6WkA^fk%(Cq$VYTKE>H(b?4rF+`hlSa&5q<0xiDj*$r#pwcQ5pu!}3xA;!Dk#)J3X zMrXT=jdNRg{IScdRe-8OyK2FeZQL7ryz%CqjOxwG>Bs+W(WJ8r8?#|cT^2NZC!*&8 z5zfs-urg_PO`3J;+<0wFC%TG%eg}3?1dC|8FS9Ymx9(tcvJ@`1s`Jb35Nk;tR^+Pi zUOe5E+7jmlQusI#ybi^^!=w&Yh`#7aE)eodwO&nUmz<+KZFNG^LpD~-p#M&DPOlED zya$60kD_%v3vEJ&18gNN%^%5~@@8!uNyxy4etsG6i50v=xSuq|-d;b4dRAdF86m6t zSBGmreCBi>Qm(s7pVmK|WCEscrA~?iI+N~w{w(4v86>?ULX4by9KI>|JfH^Hpx@&` z(DdLThO-IBLvM6inuLI%Q-5gkm7cX0rAD+wnC`O_Vc&w#Qx1mgOifUKCYP3i&clNT zxUji_H{N=H!&!|E<(;H?!Pd-8K&QEy-?HN7ZxB4EMsUScxE88XY>5$27o7W$==EZW zg|)bQa*9)1VX~NGHf=B-dkja1*xcU4m1{3xYp{m#Y=pU)p|NdTc{ zDlT5Rj$i%EXYu)e^lSLW*I&WyoA=mCm+v;k@kT_6Wxqs6uB;!T$jmTQa%s@kG?IIy z$-j?(M$Er!M!Kb+qy0k-63@e^pncFRmfWxo4TK1CK98HF?-T+G`-DsEOPy0mnB z`a{&gOw)Lie}AR6Rm6wHF)vLyW8=Ec^K|Hd)x-{6hR_TPSgi&XwI<}Ym0_WgJ;K;! z)?Si5YEs^S%+@)tRnBS`l=z^p80%zuC=bhGRb4#Y$iR_}H~P%a#Lp`?Q@J^j!*5w* zT~Z}0^w;p=Z3JStc++_vL<<5<^zYW0VtDPK0g#Ksq-%9pxzO0Mks$m?r)c$aHqx~% zZ0e>4QKJwfS#XyWfG=Ob<;Nf6jeK}=jJ@L{tnZx1!QOsU7AFqBULn2j$&l<|IT!U3N23$$9abm@6oik_o1S8@exCh3*S0qC@n^4LGJ6v@ zkLJ9Qs4HZAnlc8cdb%HR9}^mIy1>*fSj;Fums}{m=w})!&MC8I>V+^hY%SE3)D+70 zhlt^cP@Xk{kg(FUQ8<5CBMOUiaRwjw?u8U1B#u}M?8%C79|iZ4?cj4JJVk9u}v&3Up0)dMYa>PB7 zZ%0J2pA@9@@HVQ_?z43&X$!s1vSo2NKE-TN2PclIjaI7@IJv|jRS`Obf{=o6Y|=XukdtV_XN$)o7!P* z>pXt#i(kOy3)}o&f&ZEgD*Y!;Cb+^9J4SV3k+{Z(rByVD955zEA^wN=-Lhukw@||+ zk;2&Qjj5~tIb^HEq5b7w{tVvx*0*4%({uzH(NcgBAMQpPLxwHl?%sNU?QYZLwHXaAe^%o$=l? zW`@IN0o!Sz-M&#CG@|3Ny1sn73)kDkoMKxYrjXu-X?$f% zEUI<9+iK&X?P6nm2RJsUAKu2L$A&n+F+i);MlskxMcNVF4s5Fs!P-{VoDO?|QFPwM zoGZBE=;W;tT8FetoWvh-k%)zcT)T7HR@X#R{_K=+sOYG0x>|CMXl!U0$P_Y)c_I|% ziX7A8SZOdk<84e7*wV;JLmOjKPS9|3CJ4OFNnnudTCKwKlLJm%pH}(P`qys7mMhRq zM6*YbjaC~-iWb({iSnq+%a`moQv9tf8~Z7Pxx-MYyAV z+OR2N9|8XL}2MJD7ETy4>4KK0xSAHvDu zDfV~YVY(gJV$*Y;9_(Yhw-?Y~SyLf-P~}CSk0Phs2-1AW7V)zNL`A{q7SifG|4aot zsHAZeC};ogm%ohJ!r}>vAJZlJm#<-M(81~PA-kMlIcEwG{j8C^xK#zXJvRqT7#I+h ziSmZ33OR%`0a;bLCA)$g&Kzb-i=!zCv=+GZvPui+Oy{V9CoE8oK3f9=~CogAVex}puaf+A#7PO5YZJu^ey z#)UTTRm;sR)wD=!L^6IGG@jrC%_UhYYV?+ZUYss?5YvQVNF&zA0mUf4q4W&Z_+S){ zplqBrBc#dZkl9lw^b9p0p!!(OiL+JszGu2~Xk@5(JvCkF@5@rxjO3!!WMvUxlWE5Z z1y$lzOxa{_@Oo$Pa1jUB)VvKbGwAGahU`L-#_#nAAkfFAfbQe7O=$Xa$rJP}iaOb( z7D+5XxpJHoi0Y-0B-_O;C-zF(D#&~hqccEE=q346__riIyh!4PO4BeST@@39x{Cc! zSFK?oi`a$b_j0l5Z~`HThf54bDqfVi2zakRsSixJ_+GJJykmc1$Rtc9-vW57AsJot zw>Hu0R2ZEe;~^zj)?z$96;EaG1YuU!d_d4^Z1np)+2={(vO(D|nD0tC~*!YYG9iiQe7{=~tiC*u2mNU}0kekJb^uj3rnoXLBC-#m|Mu_)K+(jum zcn>dubaXfMDnu?HwJ!dl8rLz2jwTK`Z~nf z!}?f^>j`3Hp^@OvMyDUAP25rT%cvQUb718+`F+3mk3NrEul^8szw<3oL-7$-DL`XM zaLc%t=wXd^hq(RD9h^JAiB6~FBCZMQuN=>pGQrZuWgv^Yz|Ss&h?OsBYHV3?p7j_C zAdyT&AX6F%vlOT zZ{5W=zxi!`uEet>*lL_=AX|uVvH5M)fiO-C3*p8lm>?G#MG@ikkDNswI62xqg3m&;f|5^xtA zYkWtY!Gl{5@Orn4mp}A0Ot*&?{azhVG{hsPDVVLwU|mR4BSq9Xp=fx-(QpBcl>6)emRj&u1lKo_^9Bn_!}dU#bvrw zJ~qA~aAO@aDMhq_G;v`C-t4&1LxZVGWJ+0+Mb6B^Aktm686C4)5q-5nD{y|bSr7_+ z&AWXpHbUb-(5>>^R8Utx8#^ViJ*ABZOGIRaXcbw_$HP~eH-`UWgJ`m>oK8bSI2P+^ z5Rs$*6tMtt#DZ!SaD`Jm3dzpB$W4~#c+F|@;!)2$7by;Oos-jJj^m_}HDAuq8?19P zkpE#v5k&F?)D=Saj=Z)Jq-yw!WgJRTjuG-I$$-h>#0zR^M%U0`WQXcXP%(Zursp-p zMpa>Fy@w0uw{UD17#<(M7X_-SAI>*+Hw(@-6ldt%S<*ABfgahI6OzU_%$geWrsVIB zU4dgpcNKhIc6tMBZfxUopZ`sK;h+322AkX5bYl7wSqL`4a+^OtAz7;)wyFWnox9BW z0QKtr^WXa|y!7((_`ARPTiky89Xz~y8+-Tez|9wE%Wy67{|kL=Ntinft+R?$k1-n> zCwfK^^2xF-uAFsNkPXyK5ho$K$Wm#WR`v?z%!G7`>s;4@NN{I-_gMDIUa*qKh7O(X zi_8W&qkn|Pq2$%R;Cm0D?*+=Y3`r=z9qa*S7)6aKzFxYtg=ecl$lJxblj)F+G##h` z%bIARp-$9LvU0EM8J5i)1zGKuy@ZfhdusQ) z*gn6-N&CU^G5tLhAF4D+08qQj3$i_$FBm#YklA)&&@I4;P`6bw zT(k5GEawx{Wgo7rn2TSGPq|aKQFS;Gy8h(jSU7{VYG3Y~E`-!gMy9~3Fkor1iD;Qj zu$+^kU79u`7{tMll$^an^|P*^tdYV5J3fBB2=7mw0kt_Zkr!UX0xH(y2nye@As85) z_6r)oN`l9;Qn%zO|56HjpRGX6X_%Ag(@H-pa%Lm^J@%~yhUAkAMC^{QiY3LKv{#f# z+BMOw)9CkA9TmdYiLI%XgEYY>Y`VFrq?Kirl7a9%g9XUKFWKu=IscRgktcn#w9HEl zio{C+5(OlLp3gyxAczKeL1Or`6L+tHwO|-2(J?wGuttJ1Z)d~z6hYA!iX*TL}Z8V3keEQ;?FJ|6oW*To9@$s z_{We*vUG%50H|pM_P2yDLl6!qfF@pdqxOE>#0$?iDIy1+`cGbc4L|+q&w^+s^GBOd z6qao~ed9$=7LEcOt4$OwRX%@e(E6+i+F&{!VRQ4G6ldWO z4mwCFrpM-ra{7$Jdar|bUw@s8hZqwhgG`gUw6-HWbm_2v?*PXShuGd+4>~W@aA|^j zhl^gz5QGAl^XRBBq{61v=EjSY^T1*$O@$_CBGlnN^G;nZP@4&gMF&s6@C-inxzFNj zfA$v~XKkz?Tuf%#&S1xun0bd2RrcknwdJWWB@r}D(MjLgCi_YZi!nE-;M#azW+$(2 z5{2gjzrr->6b3b9U)*_tt%!+gQVsPh3HdAnFEKxH;;Y>@I5*4JE4;eA(jb4FZrh zG)#*m!lu(las%*-I>0+Qfgg&9-8?3W40Ww%I2|v8#sEnjEti-OY@R+qRp6*Z6irmo zQEr9^3ghtpE=DI~blcSY3Q%}T-UvlU#rb?bLrEGu5q6rM2ifHj0&meYI2z9|oJ=uY zEW$a{EO9y-qJM59Orf*fmkNJsBG;~lUzE78a~=z~0Fn1zd;1>VxHH6}y@mPg1kHlP z2d6Ue>EQm!A=W#=g3t&Wiwguxh?r9A`zY#ZGwLP#J*y%&H)0EhKKBMa7&AH3HY7bC zFO#)KCdFd8>>TEkQ_RK=y}<^G%HZC?+wjwetj|I8#i|Hu!Hu*$8kdl3Mh6QSfF9Wy z8vdyJJLAyCHJ1s98Qn-G6>!5#oeQNfl9>XH9BvtwPAL$N^T){uoy!oonJXr9obluai8h zF<}}DZ?e6fIL)Fb7{gR->`Nq|Jo9uijyejV1~l<{lmMwtE;3=0Nq#~o_k&gwVnB}hfoex2 zzBJ-sO8>$}Z3p?ZECTH!%U^8>7=Bj7K9WIGs3& zw3u>55xZW_nHCgWw;aYqmzXd3^NnUpjONRrKeDJXbp@|ELML@QU3~giK95iS`WI1j z2AE81M!_XfE8lQdkXS4*ypnA_Y-s z#h4UseSpJ}bzHl*hW^Gj3Ys`si#dOwI*4I3ix4zj=$sOSm^m@*i5#YrdT`N=qyv}5 z=^BBFxLW(QAy8-lBmOJFHRl07)-4NM-soYo+eWu# z;TBU&O~Wvr_wV1s?7=>&{+sa21$H*p@UiEgM29?7-BIjX`pET?BETy$0}*N;zF7oB z1$}1qa~HmS;{)WlMN=hTQ=2Ao;a9#)g5zs(u2TvlqCFZ}ll)8uN3#KeKrm-Y;wey+ zVoT<{g86LZs5b(qBve3?6~amt&;qB4iOAXXN5uR@STG)%(8E3JXy=DgemdmnHlLE2 z{18R#iko!k#9No3#y)mH(jj=Z0jCL(PV4mbya<~W^vvCoA=ISJK>Nik2r)vu(M1qS z%V2DOw}NeKumEb|o9hUuAD64AjQT@kCJLL_k8cg{bC4}bV0=ygKT z7V}KGN3n^Nsj+J_#A_o+yTt-;(B|BJ%?=&o6=j5mx9U#r32{R zd$;iRkAK4ULKZe9R^G2Z+tmocuQ44>aqF$yxcc}-Y-~^=zYKyxj&u#mm2=2QF}0je z8QO2DnMJ(qR!gV~!MmF57Ri##v*@B|9?)cQF~e+pg6>WipZWFAf+};y zFi1JeHchZig?D|;?id|{Mf;$}&l(R*>uA!M7mJgGdeXHYIfNPS8Cl~q@K4Q|9lrX- zO{Ah=@z%lG8hV?X!P2#91fJ-)VH=>Rp#U+W^FVQs3c%sv9xF|^a}lE$f|B4-q9CLl zMTzs|WQ?Ex^d0m%9bCM)gHET#FzRqm0uP^eETIj`a5h>I0A#;vDS|@6CyFR6m{{{U zO|%yluv-R-5@`Zx++hlj5m+M??X*^lRuDNg=?u|{=Caelvg1(BrYM#*hDXP+=X&gG z%?Lz!U)ukymTwegrc)xYFzjMkW44%MS}$4Xk;MH-Z>V;Toq0CbdhAf)duP@+In1<5 zevd(a6O+*~)^@h={=+F=dFKSDu7V*UP}-Yifd#)m@m4xmm>wPuCs^xjaL&VeJJhUf zT;zsw14$^3TJWaAP0lp2H|zB`(Cv3&>fM!tkIqW^jHIk?puBvEqud~!U@=)>ty7_6 z7Tla1*Fl|WGG8*czu^LeL^-SAt|J8ouRSSnv=~+7-^zUwmjxdYYbh-0@fSJ9S`4oS zdimg*W905K^7`2u}<+SuAyV|N&OF2waW6)=Ir2|Gc!oj#@|; ztS=Mv$%-xsMRrj5DLUN>YwK-Z0};td`8@p|Sz&V1#)jMng;=HstInW<5Nt&?ASnIt z_Cp$+MkbR?ee|@@^}bT{r_h#_E>hR14NjgCrfH@om{HAI5@PuD(8ynM?ZP!|U%i3B z&IJ^m9v31Df1I}*o-te^;POTlVBKF0ib zAB)j(@WS?Kldf>4vk*^2T-E>pAOJ~3K~x_qD+5OMa#4Jzeye;Nz4`~t0JL2ZvwI> ztxkHivuq=h4irYo8L7S=WYvU*D&Sy>nXJNTMT0^G_ zH3mb2)dSm0=P=$24OrQ9B%?jxOn)E-KA)x)vFSiBy>w`o!G~H4J1SB`hgKy~1cv35 z%NCkWPVDWt3#-qEz@{eHJQ2)|g{B<6M++Oi#JSp{O?+RmoJ#_EA<>9jMM+k)7a0rX zOt3Him@7>hlfIkK4H>N>GvDw&6}T+GS+)3QsrYG@%Q(5O6p~Bpo`R_y0Ia;-YKdSP zR-PNJA==9w5};!tx|Vc^E#p)45aA+~Al79l>>C^S#Pq*|{XN{hdxu}J#k^mS`63AZ zJazqPy!gU%LAb7Q>GNkE)3LDEc$~#mdE9aRaon^)D})Xmrxtx0m({s|v<>DnwsYd2 zUGZqm6=RdqKfUj*ci+Q&I9iFENeLj`J)eD76F0i-`*$DUaQ7IS8&_Z}unq)OGfh)c z_9JUu_CMSF&7`SjIQ~$vOCt_0{^bzlhNTSxo}8pNO3|8PHay0K$1dYn|I^>Z?(KV+ zQ$bkRbY0#@&S{&)Lt6|@uBsk4Pc1cXd74d0+$>IuQc;l-Oz1w&II%vzEoYL(|KBgx z5on=Z^%xmOF^?v{wIJdQ`#c9_e^$)ac;$lVUp-r3HkspiZq?y zrhVN6@m51cJwsU+0hQ!ZfHOLXAQz2h5zLRsPEg~u2}6cayTZXniGHU-dveP5v|zMd zXpYoP&Fg(JTX0;U^NlRg82Q6iZ8a9ImSIB8i82ZGQsPRe20~7aCsQ089-(O#xVB!R zTc&472qU!H=(KxicRH-y@y@*wzW(Y1>`vOOi$F1!Xg@XCL#i+-#pKoi$I}r;3x})c zwwQ)cwuhJwkJv8KxS+rvRo!Kht1WNZy2JzC+PQ$8OOIn?=R5{|gW2A@BIKEEYfdZ? z8#FQRV?OW%^@6;_r&x}5u~?3IF-}R)b2!6-8olij+dXkBC<++{Xzn9k@G9o)ldrWp zby@*Y^BVI8tGhtNDnDQ}v)WT$EgG|J!|Rr54?g?7_*$!bHPS>R&hkDo8AU=JR5I~t z<6U&4VRs@b`kjw7vBC#Pz2-?C5p^7Nn3P&8JbaG(MyKisgBUNuX4z*9-%n!Mdj5qy zki?O5C^NLwk>-qO)pH|@5U3@K8@pJn(d$k`d!r?`fARh(bxH0E#Y4?uwD3~eL=cHq zy|5h7Dby6rj{ItKMPrXPWgDli6Z$N}`w+5`a+!uHYg1gXA)cO&PqA@s8*TErr+pKh z5KNZyYtuYDn<8(ot3H+7d8UXe-7|iI?6mU^$H#{lp8gCQ{Vq@CC&PUf?{;;tcU%er z*a@m;Iv;c6v{hX~)h#(+Xazl3v|BA4O%`0R6YQU2NWWKcGm!=hlsmlm@lW9KXP@KP zf3klMZ@&6NOh<<>gdm_6!;-mHs5%{#-8Hm&>)5_@1(zPX#_@+KDs`}K4R(P6y-n9~ z;qoOs`SeqG;pGqG!=L;FzW3Fy#n{CD&D5D$S9TIB&i=wHdBM zjf57Fp36$@8JLo36tuF|kOnTf>x4G3qHt!8WAj42j5&N*7mZTQ<$G4=aT%qT{$ly$ z7Od~dXA9aw^Zi{6Z_eTXA=Ep9p60?ooPnwdWSFj4aT9w!8=)qo+~@!m<&+{&*a&5j z>4ilrQ0n*}X(TejF}aR;ZMq13IB4;?Ox!OPBk4xNAmcr2D(*7jqXa>2Om;J+TbQPW zNzBBYO?pDr1JmkY>)La;c>M+R);BS4mTYr3pNEMGSuuH+IHn`0o2Sx%(d5JGG>J8W!nlntJwY$x{hJCWP(_^HaQ$ zNrPjno{jV8c^W~J{_%VkxT;=*RU;3=2E}+0xMP?!bN<5pFQp^YVTJ5qv9{JN@%Yvn z&bJGcWalH|hF#)2I^f)38_(a^=3ro#Gt~15CL|742FR<)4zu8;tCkTVcrTe_)W&B% z^)WoWzl%ToFMk`azWN5%)&>k!x_splE?&KgzxvC+!|~BE4vvO!zGf6gXW6hNl!aO4 z!)M)F>$A3ljKN%l`3L3pMhbQ#7F#@3b22NCpv(MSNeme6At(a=T^Hc{NtZkvO{Gkv zV|Ugkj*w293SGO*fl(jbbWpmCMq-ejTT~pvYLJPVy%}#^4_=>p^U6U+E(C>G079m# z@etCaBhO5 zdr@OnlSjw?xRUS~6~qcj0u}r;MXTqFz_B(8do-vzZC26cB2rs8a?zXs&|yq_mz@Fv z*WWdwiZ5%O4ro#mFUUQ>6zs=JYyK|T%I)uS&}4=2DzwI&D{%SBW7yf=OX518PdWL}gj^HV*n%-gR#@;XQgr*B zx3M7WH51Y%eHi)k3Al2IlSoS3s2NX1>6<@!3y(c{fr~WDVrv2YkXA>U01z}gPy=P! z$pyJ#aXA)`bD_CKKIc4-_raKx=>kiS#bknRZv#)g@Eo51_($-{SH3Q5LeVbj6=ucS z(*{VLU-G_Tmjn{bqd1sp$awvnQXng|(q>4jM++2_LEj%ada}(TC5*Lr?AlYfbm2;v z_S47j_t0jlin!V?n+R8=dv$bl%xmvx{|@%=+~u>6&!8ATQlhUHszuex6fRp62M><$ zO8q)M_qk8=l&EAeHybEHf`}=KWf1*qBylMS!m16=k_!#`J1?3ljFRy|D7R1;stXOv zShOfTg|!|m|3mFEhSRTW@f>jqAn-w($fQ$U zQ()(#3?E-F4Jc|UZdkxjCaM}+MTLWNjh5=yNF%F=!7%9pFrCurJu{LkIoMpwRpW*P zc2y}!Lc$tOf>gE_QR5u3Xrq2Wh!qREU!~=tf#m?5Kw`h9MZpb-dAki)c(e(<;?g?N zfduk%Szk{Cu#LdNy$IJKq8BnjHR;f6Z4k5ZmF_^u-KkF57hpsf`dO(8!=M8QrgzARz#m{K&J~9@1xfs8Zc2g>pF;a zUbuV(FMjN!u%^NHzVao!_KmNgOM;^FQ&t0^#sS5&`C`s-wd`%8)!TrhxZCRBL%;Yb zyzuc)puM)mT0=`$aKn<~H`#=@*9Lfa>jAIZ-}%SCgJ1g0FXOx4_zwQBfAz0%^v-)| z`6ZwG%5!gY2xWY>x6*Thl(K477ZIM~%$A1EKC_th8A`+^Cy02?ntWp<&Wi4Lu>+5L zKR#F&^9qeviuejkR0n*b1Lu+rAAc^F)~QmY2=(Zv^A${ShDDS9chV@}rhqLlcQsQz z=>9b=LRXcXCwgf%uwJtDFAkVk}I7(MK>30)p#wMnDJ zT!yNW4rAypsw?YRWpX3jB_oz5RzCF7Sgh?_!ue}YVOdmo>;0S9-QCAzy5R0zm`v83 zyhXT>tcrHGhwIm`Gc<-fC%(q${(Gn&-b0J10mKa!}!1d^gm$l_yl*}{25H6zOFtfd&Z(W z6{3x9A~@;vrw!^kVN(|gCj}KE#4NzcRVN@EzXZb}wPEH#$&{ZwQI|2usJ4I+&75G_ z=e+XRwTLI^i;bM6(uddf(phvSAvK(Gx^%PJ1a%7wJ=-X$wXgzI(wyJKePoiWL6(pt zSY8&NO!j)w2Q?+aUfnaY2?||sMcv`5!~AB3m*re<`M1t~__I+kCK?BcbI}_0RwfND zPArW)3u}Y_IK3hbWhd5S;1tR!!PMBSX@_`yu}2#lhglb1VTdZexT3hO5k-rovvXw) zv}qTsGIU+fnTxx>e~69s$GA|Zy-D5hs`A0UvMza|p$QG`{Z6;bi3B2FPB_4gXF;%% z8gPp_3MvK&Hn-6I?uFY-RDu~(b=XEw)T-~@y^a0--O!j^(4;enWwtvc(7DB01k}<0 z|7d&jU(1sFKI~IxyZgOw>(~1_J^Kuo8E)bxQ#;MrlptGCggAl`%XX|EEWi-pKOqi~ zM3#^kF)T+W0!fh-*>o&fvS^B=M19U?=I(5ee1h?7Jq<ZJlW!h7%B!ke#M$A_MNm<0vJOtaZM zZVzZX)u)DvMFmty$g(bNGaMReW`!+DIF7jOaQ@VSa-$|dRUx0x&>eK~;g3I!o3Fo# z-CJ8$gC&X@-4CGv@bl3csyO)ttEVdrx_!*1ImpMbK_WE`iYS~E$~93-Uj+^FfEM{a z537W2r@R+0UP6B`MApgB$p)-XL1$}GETF4}MN_6$$Z}rh=ytmpjt02?#tYcKeuM2{ z1%W4tfk)%X0k4|--P|v4u*+W^?v3&FuYD7r{M1KrVspa^?7FGH!1I|;?@(8ayonu; zGp31>X$n??)oTk|G=85shYF`LV&AhBT8bmvq@#ivqWtaNsR)45o}T9=Lw}>X#I!0f zAaUTtT5aZe&i9+V=+jo(pt7g|QJ22)8L`zFodtFnLDSDE-M-6ofn+|#d^SVAm|6iqp?Fb4gN5=Ew7MrSueOm!87^J8 zfR%m^`)lji-PyqGa2NaAcNww3Cu8h{&MI)Df|{0Om8mK29quBdo>;!`1WTKTmg}qS zL^~g{lCo1Zjj)LkF+MQ?~`9d&| zY|xF+Uik0>0`D>)C;{69sNHo8q4*vyY^;BI=cgN*t0jQojwesZ>4pfa)m!nP)S!IYw>#=kH@Ub!K;e5aD~*^ zY>R#_3Sw`ws#LR{WPtAM{#IUx{cV5wav^pv`#-(UE3lgif!ED2Z@%c!Za~_7!~VKl~|9U3mbX z{E;6=_wr?!*jlp^3V`yV&ZvvY-XRvV0%y*j#}|I?Bp!b13Hv=h-s~Zt4oFJlztI$+a__|++M@&ldvA?Em&Xme{9MVSTAE;B!lr;54r|Y< z4e2D!&--Dx3|&I^i{MOO(%}uu8?~%+B%V$F<=j5t&%t>L5%yjD)gsF2;+Lyq;A$X7 z-Madri9xk*j+-Dv`C6iF8&!Pq;-y19xG5?Kwz8@vs4PwFOd}WLBhc=C2`5isudF}&~~MwcGJiK~wxFAE&J^BO0Oo_iVmZ}>=uYdH7ei@p$5 zWrf{qZ=l$^&J($fE0=Nk$;UAzf<6UHf-5pTL31z^?_C>HY{^Nmy(~6t^E4&aji5 zGc4d+>@=xO6rOza3I-eJaqiSAUi!hSFx4EN`k@cvn_vGbblJumufBy+8EmYLu(xxB zqj`z1eB~SX;!k}M7cZU0g>$R;p^rR?uNDWm`@(Hhq@Tbjg0i`OZjI2qtuSQ}=$rpl z?hvj$WF1}svw__^#DFVy=z0>bDRLSKg%k7R;@rWKQW%S zK=(c9%-aeIJRN>Ar+jD799u7@*=(wLzGlm)rM=Mr<&;lq{ccppp3}uFpQJ?2r`!jr z=Do1X88lkC#()Y}g5PROooJx-j>js#-BK>H7+`E6@thc16aqI-ly(RNn>;a0tkyWx zm2F-{3a#2#r;XrG6i#m8V+oA^o8Ni%-`(C15(FjiD<6y-F&>%x82Rw-K8bxJ1y!2Z z?(gs7_N_a3=)udDVoXSpyhPnjnWIXAef3`X;E)aC()I9<#J=&wR*E#8_ zE8B#Oto4)JXX>&?6c4I`6K5(q=zH5c_b{D}triL0_tLJxZckx2Y$Ih~vBuaG4w(ck z-EM1>ro}&3YmY24-apsIH0JFibqMyvsny7L?KO@ZJeZ~_mMa!^rJF;~-vIB<5k^lJ zT>U28<;@`wx#f_8~p8WwHe&`Z*VVDpB{lm`%93dg1C7Jn;A<*u8U?kz{^y;Ph^I|Et&~v+&nr zw6cLRpF0>|(IgB@d{*OxV4LDTY+?i-&K0!xPdJxCixv!JjlF}r=yX%GVvTxH^7^JC zkeV>m+!(H{bAy>6=4sMGRpz*N?OiPP4_OW0zXykKFaZ}gB-AwfR+8f8-jP+_WPgrt zKJz_%`m-Oy>e|p!uwvzeA&Fv9@NZXM`Pfd?$qEas$08YX!c+U&*&M<_YT>MkLf-+O zup27`88iG?-m6dRx%o4j9RfN+yJdAC=zN||r;dXTE*2;$W(|niqMx|o>k12czcitX zTW!q8W6X#eP*S6CA1BYB!`agteC@{vW5jW>bjuEB1-|yu7J9=1AAjNld^XMJjxvxh z*hPe1kJ{Gs+O@Xlbe1_(Ox8ozO_9$l+f=9%ikM zt*02FxM2A2;&2DCS|B-A_$zVVskOiE$~%B0=nYoUnrNum6lF1I?WOKu1)bFzNDlby zZ_(FlC(&P7$4~v@Rs0|ON0_|!Dl){rnL_I)X$HMZt4q1*+ETKt8ga6wm~T!G6@^H+ zC^%=|zjY=}Wh0_qCeVeDuOWGCp!6<(_YDT?bfBDlA`i}-7_Pj}M(|jiJ>#Zf40s(4 zrXY|l95tH>1rrOtmPE}eYn!Z$Gq|?gW8-4Ib_F|8xTxW5T!J9cON)rCQXcJS8>clR z-Ilr0R_BMBFYL1sWeoRc#1y^%B(an?Cq9Tk3qvtgCD7duv`V~3xeQB!8!z!Bmb}V0 zg&NnM=8Uj36uTxON1Kbeu_yLybgfd>dNDYfj9JHsDLN+RKgl7B&=s+}PjJ*F-;bqy zL5FtD@TZ!QW)3V0gi#%&bkEmcBB}BNO3FY_p1y)N-+c#%^BL9$Eo3z1uWc?Qv>M4X zSP#XWk|eBm{>-Ko`(;Ne%B{eYe>)pc>=bsg+s3&|SMcc{{XAZI`6b+X>vfRA0imx1 zaj~<#&1b^qiA{7mZQf&}K^IvoMyuOHJIxrWGAn9af8`bYug^S#$3ONleCDSwQz;I(7v+>+g96K#M_W0wta`^##{Ij3NZ~oeE;NJ5u1B7d2@a^Cxsv?L`^twKjB2I zy~T2Xd=muFQcdHK=ED39x|`wehSUU~`6%NDI$jvl4Y`OKs^sh7q5ZI+5ed{rTv((| zR|u{qKN1$2gB4be@9lg<@CWG`tR)g!P9bUQD#12~N1EG&;jI3?6tG`-eL)yE{&x zEk;UBfP(`Z&R#-Y%&_{%N3i+8V;Jvjq2AkWy25_}zmmG=Nx#Pk1^T}%im|2)wk8Ld zPY&_uQ%`a5Tg;~Hn_OyZUqsKgy}j)rOgu^A3aZB1po`0+9v2I*-QC8NV16xyZkn)S zC#ig{j)v&BGjzK#s_7iHJ17$8DOwkrm4#osy^p{C%fEv5bI;@DXTJp#wLrSTC0b}l zg-uFbK+RHxOPlLhJ+;X`%(|unBVo1Y!=nk}Xo8isv)J3&wcgXUvT*Uq9(E6Qcv1IS zT|EBK!|aXvhi|;aFh$Ck%Q*1`omNdJil#V*;N!B?jZ;1+Vg|2=+IG4KmKxg)K|xgx zKnn0;^T<;bf_Bz5D=f2ZAM?&54%&(9g7NiX>knrd$Ef+=R_Ce~jS10>Br^M(o^{r-Dtl8v)m_fw>8vsY&A9LCGVu z3f)D8m3AA4uzbwgP5!0P5bkHbU$l>_lEuI1AXOwJsSRK6qH10@ikgF&uKz?SMvKG@ z(>0AqlWLkR5Y=tRozg;O2+mFs6_WZ=OFbgiM#k~)T*Bocg3Ikzf4>CrPM>Q!pD^s% z`dQbE6ykMJCP>qabwRAvOxiSOq8QzN2jfGh4HCLK)CP+@$FSdrA%V_TVhaWK+J>Kg z)XXI=tOsw}Vjtc8gFP1eL1JSlt!uhy)5!t8{l%#KFdVMAqQ7?VRa*d98!4xQq3m=)4%dX>#BR-mA&(JAbS;S^Pf$t|#&|hctww;4 z^9qf|ikq;>p}e$+eFILrH5+#5;or;A?g9Sf-~AbW=I6fvMKI>2`I^1%YzGu2wm_`y zq%?L=SrTiE`>AyYF|kKg5s}E+kJ{Iz!n7`PhE8_+eO!Fx0sP?k=P}(raLOPSy2r3P z;*YvSC1#~vh2dx&6DqK)%I`O`w9m~F^=Y}`=k~gbBf&**0*vo}4mm6n|M$J`eg`kS z^c?!#K2}#&@tIG38lU*YC(vni$@>ny!4PpPVqF$mTSdLV;odH8z3~R3(l+mmgAc~8 zfHHnB1&6)BEq%AbHKJtd=i=#@CjVdkb3FZ#58%xC)7AN|G;nN~{^CNCCfQ3t^xUc&25r$?U8xPT{x?=E>GmpSI7 z7v$pK%5cP!@ieo!1g&qj(S#*9Wv(k>V52oBcs!3Qbu^` z`Yy_1iVo(ei#f-a#iC#u67g^ef~p)cD`8l6!bQnqp0fz1jX`8p3iOXT`uVfW)3lU_ z!pBTOYLh`3Qud=OP|S|_J+@jcl#7HR;c2^tR@YE( z&-ncv>}_Fh=RGXuhtRzh)?=Gbb5&CJY`CbE)?e-k!o@tI^S#8kkPf(FW5UcVC%PsSke$cYp94qD8{=DH@8Mzj&T&5_;}=K~2L6y6h&C zG7^Y}7Su3bX?M}PbO{e$x`g-MeGmWWSAP|s{=#3z7k~a2koAVBs)*O=U@c{;lQuSA zZnazZ%;!Ff4}Ijr_=Dg6J^aycehK>a9kj}Y6+UJB?{uG zrR>N(GXbVb@>SZCb*OD2F(Vu)84=W!pR)fh!quwz$p*&nSEX*KQNeJ|{{FF8V=Rg& zKGwdMP!@?ezFX5ukUf5VdB`pg*&^4tv-2L^Ab1>QSUUlAc?~VKiXVvSfG!asp%)@P z2XV{O;3Il|a;Ur-OgVg8iA$RZje}RuCWT`5ku_^Ps`&biANoxOnV zqkSZffA|+YB$&(Oh6?-6${Ge|E@0G-v9i8~#e9Ov(Glj0xrKzg8$^MZ3In-}l*H5b zDG<#k6;AcqIN45deOjeYuqYNY{@%*UDo$*i!R@>IxVg29lc!GMU_8cArE&U$ALq^_!If7#`!KlUKC9#6 z(i-TFuzKM#;%=X(l?)HBt<@M|Qm03|D5o=?BGAvo&I3Ae6B*tIy0-ij7H_Or+>2-i z5errrR&1`14%u!*Wo=}mb%wfD%vrMPskP8d?C8`^omAXF)L3tUo`1o~4bw0Ju{7b% zi?^#H#D?6sHG^Uzf|r}j#)_4c&M#a7Y#Yy$~6FNe|MoZ4r7IuiP0sFu@vve zc~$Oj+82L~fY`G5nS!t*8?2ZLo!|F(2r^u~GxN(K@e74|&Qx^qK zp68Pp4iCmQzBo+_9%xV_tH|-(cfXBizx|9AmT|%?^n#==9=QVWhyT(~;&1)Z-^Kd+ ziii4(4hBTi!Ex^x4ZwVG3-6anyszg1Jr;kwDzUAR^=S7}7H2;B67e0^!w(?x_E)rT zl*sy3$L=GVMB62@Z@+O9Z@hLLk3M$Mi>!skzjBi=Mm%V@UO2I+5wXo_hOE`)hHb=L zSvJtMv4_3TVd1OVs{bQZxP0{ioV|1bukGwxkui7liy&wPo3KT^mb#eC$%&=n#*xf6 zJTO?GiUF5)X|fS;=C!~SqC^3=dk0K9LCTgN`(F zT#1S`JDTD<&pwaGW>Z|easi!A%WeDO z_^LyJI|YN)wQ%c_YAhu_|u;8ai zoXD3$S}0qrn;@~51}+eYo(1SBDTM6Q*rJj6ObaH97XI!gmb&)$HVQw74D;AxO*uHT z#-u7xblO;9#dnQ@kva(?ZV2l}LngS!-svj1_<|hahYpZBzPK>HUy)*W2EaGv8N z<-wyY<~7sF6smR?i@ZX%vVsSn`XRjj>dRPc-^1o;z;zROHR(KuDRY=K>{+Ynvd;JfI5LGkVP5#{Sj-ftZtsgg{u$Y``>>B|7`1j#>am6hw;SIA4k?7@;xS| zxaG{-yG{-PtzHlR)!+V`c>3cX!+-eQ{|hht$yb#91CFUY8jF> zi&Fb^i#?L4D9ZT;B+PG?_qp7ua4F3a463;?k}GHzxT6rBX(VxMhH#Onw?_({;Q)D6 zV=|q?er$oTy246Xe`Zm5*H#gZc`ane6Tt>c;=YunLJ?_{;{&#AQc_N+=EhUuSP`%8 z?rpR-&ti1)40hgr1%}jg-G_g_l*_JFg^1w0k-Ly_gweTkIKSG#Vll<`-X5mYF$$XO zX=_nIB5Bkaj}~*gWW-j9H(`x**u}wgj!qn5J&Q0cYc3wv`zcuNit&W|ta-ria_!dW~ZUQT3AHc?$D@eOtZfc~h zmYw?7wo!n(bmCf?t=P)BRY7IQ83nJp#`gEWhkWY>HXnHcD-S=#fsGQvvRt4n=N5MA zrW^EoG&Lper1*!j9Ts(s$9vd%`9C4Qd(-J(GzB$l(?&4_BXeK7h>Hq~FyKkmF|M_Q z2o4az#xPE}O$P#7HaOg;65uDfGPRI%Tv96G4_Uhun%>uFvR^lSRrxo* z4#Lq*QU{gOwi_+V<&h+54N`{Tss@-a)GV=6e-fV|&*|pWbn2?2Hs1WZ5rjfev2(-0 z!KReEB7zE*fuus?2;iF{p*sm|!*T88NvP|)s4I<97yO)+^Q>m5r1f#&L!IFM3|~wM z{%@a$^bQCWL#IqWpF6Q7+h3-J88sA=q-#az$Y~@?SnXfnTWQwjW*>27ODAiK3;z12h0mCYO9m*sZV?opZMqp zQEY8t|K=@pm~tmmL!0c|kEa`2i6lM(a}5h9U*13@kDMZTg!webi_gEpQ>F(Wxq^Ow zV1FuZW*{uq>*y+kn5k$wMC&*ySyh^1j`)Z(D!_8p0wFJVEj2Z*Tkg79aZMmVXPF3T zM$@(e?I^;fQJYarwB{%oCVikJb%+BO51GefPhlE+ZY4>Bv14b_n(Edy_VYQWX`2TD zlttFA8KM1KkP5A#DIOo7dEvgGIq$VBeC%HeavtsBr>=h9*bF3np6&{=$kiD|G3VTp zgzhLGnUnBlQL=_k?27!zi44X;qgs67BWM3?wRyCMBPgdkWG&vB=`&GjVnMzcaZ(_M zj)FC>z_hf2_ec~BDU9dAYerz!&S9u>Vy&;g{ua)jJcSOqrO?zrw!*Yzn@VV^IMTTC z8Cw%nj0p7a)9{$;{{W|{2&;2a^(&xW`!Rm(d$+C5*B`8FU$fCOD;SW8DhaY?KU5f}Jt{r*JIBu4)2)Yae;EU4+4XT`ArLo#w z#_F(WH=GuCBL=2%z81XE23fKfPoljgFr#Sgx?x*+y`N zJ^niDX}{S3%O~u2hG?f9#KwlA)lnbYcefd?Ou_QTtsA&=YYV#4xVOE-qCU5--@pS8 zKENEs(O`%--+Y@VmL_haR+h6{$C8{&;uvG)^d;o_B6QNS++?1J+3s>VKfv8l!3`&MnocKFJi7;_&Nf=7k1r|jKlSWXjE|RQ;R;$Cdj``6xW~src4}J`$ zx55gUip1K=2uam)4JY!?Z1Ds)>vXNJJ$segsV`|Z#H&NBOm=Z&=N@A6>h^(OI+XVp zm&cY1g1su`X@d`Nh5K>>B1Mqf*g^k$sTrjLRZ*85FC!1^)?pDJWhudQ-Q!t-PLg1e z#n7?#6X9Bl#(+O9!bVJ`5Gb4Lw1zx;`5baE#;ypRnhM=Sp}I{HRBx63Df z7dUE5@xrpROiSj7dSQ|S8Bbdeyv1dmO~@`ZfE zd5YEoyD93*Ypxi_8T9%E;w(Xl6%UkStMba9wYKW@GVwP}*Sfj9_I}ZHF>wVLH7?=R zv*FuQvM!f6j$UmU&QeX9!4~yFaCvH&c|KiO@SA1@OLC4N9xXp4IX1X+>n@)C=6CVI zkDfoa!6K`y%keaJ=K`ECmh0#fx`!aDan0|GnlYSc(DlwbcFLXCP$}8tv{|!-3X(JD z&!IQ!VQ)6KlQLtI`h|k0q)x&epTT+JtoF?3{$~PGp z=Bq4+)F^ddToJKU^13g$kx7Dv2~^r)-}fx-pyl=je~*5)(s<^XZ{YcF{YRWGG=|2) z?ZeA&0(f8()XXwfNs6fe-Ox-r1eX(WAx3BMo3Fo%qoWBPdF)}VZ?1C!BjUf>iB?(N z728zQY^P~Z#)=zqcKz!h0*2n}!9I8If|_K?qmY_aAMund!ue4L!`Lu{pAzy`mhpb( zec{9eDS@R#+47DfF5sydKuKjqx)FmFynE*^4(2)b3ftfvwp!?QS{!HC3~ zXu$i9BqB>&d&eRaQIE6T~6 z##{i^KAKdVtXsa0sU(a#QQFA zMEL><<`ET#9JVB$FCio* zQAEaIBzJ>=cT|kd)y(2bi z;dR2bK&y?*AO0a+ySasvy*^L(=j0qf?jVF#s;zk@>AH|>2@8cf`i3Ur8lPt|(rzEB z)n;S>={QjSLdbwlw}-6L!ADPQFdgw<|I6RwcIFp;=4X+$`!L#`S9CpUuHmS0VbPIk z+Q!fPjsF@?KJ{Vz$?yIizWcj>0JFPitsWyQs>=7GwnSW}Pf<-EO*Wq>80+}rZ#evU z8H$kFN~1ado3P-{4d?C=9(rCoN`}^ge)WSSG}H~L|AHokga@lXX8c}acM_sNxK@W) zb;8kqGH0{vqnoxdkVk~dYM`VpUd5i+*EH*l2`o@$ZMw}JJ3kri+;PIs;$w$$++doZ zl0h7I4v&#_e87QV=D(p?9xc$L9J8hWhXC?qYp)6^p#!3CCi#z;oYyi3|U=)e~&BSZUKtd;B(0 z!4@9le@RE`S6F)?yo|V&nkO47trJ-P8~0oY#a7R z*O*dpBR*uDa*{=fJQYtQ=tZG!{o-Yq?vS}lbWl|+@KUl~fp$TY{M?gPhmisjL@MsQ zR@OcZR#Xi#g_MpY8bO<2#U5MljZ(IBc4bBRjp`3Z*%YE?D^sShHfnxf`G6R#Qoj#n z0@wU4beg5&CYj~vCT&!aE&jPB#(PW$&H&BbBgNTB1$R>vd%gHl01xL$q}`7Tf(jBZ zK33>fL6<(bMqxiN3X7noy!Vq96No!1zn>+6lVBYL^&pWGxH4IFJ^I*V*!k9r*2}h) zag(Xa?X*#vD3KG?p(2^Bcgl?ajo`?!^GK&dkq+o8x6J|R*c0EjOOR%Q`)4iQ)3bUC z5~$~iXcV)GH#GqWB~);8A>#=GO+GEh-o9@Wz#;{5sFr{h| zI<`lxt@nkBl`B@@6SN?}`#Yh68qt^r@}>mBs(^wxghk&>J<)0^<&HEmLR*)3f41?#F0CPojIY&MVslV4=36Kul*t*0wxo zf~4+%HF>?^2UE+!Sh|P$W5uG-cZ+Di#x-f?MBgYHCsA>(pR~ z&Ye9Zen!zWDQNv^qkU}hE-*{&%O>&i#a6gv+yNiC*+yL$y!Y-Frqcz^T|SFP9(ssr zZg!dzdmC1<6fsVvU5n+C(a!S8qU5CE;?=<;tIiFl=&eN@Du^!>G^p_&>k6m435ZZo zl!{#$GRLE@95sfMSl2+}K?Dn}B^VbKZtje+U1)4iOY9zv*&5Y02TD{?!YH*m&d?dH z!OX8O-8J5KtV3X!_xqi1e47y{T%<694d@OB7>q_(OvX6e-{I%(4~IPYnG+h4_N}(} zs#XcMXBB4U9Md|(g^dJl7C5ZzR;U+Hd=>(Sg~5&e0=qL{TE);rHF}@)hG{@~j&flO z1{J`ns4+~GKW>;rHJ_z~97?hUpTR_dsGM~p<&OuBQbf;1pMGU+9cLbV1aE!sd30)P z`$bMVkq$~FX@Y1pCqZyF$`bQ5+hA)*j_S_lK(pr@(T=~Ov%=-BQoKec5X~dVutR4h4uT## z*|gYcJuxjLFS$uCP-l;;on00&5^O}Wd<@}dZR>?g$ zcEOi(5tonLrvcV9gq!y!XMza5h0lnf_Ha5MXqo{+d7$qP2P^o*Cq4^ZYFvBmyXY-) zw4C5#At3PZrMI9^no6kkAUgKGTl*D8s+bm)MMnZFm zjjFNhta4L%-bdOYG2;mD-n`A{%R`sXq2Fy;M5wk6itfs3wE83Lz4r~QlGDfG6qDHm z^Ev5;Ec|V4=>=PS&nO3pTj=-tyl-PJ^4myTU8e9bI?mX6Pji*pnR`DG(H>H?i0;ipHSLj+90%OdDgvlU zQ25ILy{S3ed39fwAo?r{Vn7}4vqbhC9T0`m+(on+dcr{!*u(2dFGypikNc>v4K_sR$Qj(EEWDFcGt-=-jLN|fp#0nn3}ObG1w!^*~4v?zg1B33A;sloJc7ri!+^qP;7BpDV&chJOBY_a`cw>!kv)-4SCt9a&14aY?X1$q zrs-ytW9Qa8IJ))@dRYsD)paE84tEqS7rC&?^5ATn|0H-nCm?yjVon5|rh=aY*{F~r zkuOS|)-GJJ-ph5t5G#g_8mnDEQ(pRcf>Uzhry^&C<}8hB*S)PPhAN7fhD?{E0N!to z9b3m1j7>y?j`xytgjhxf$%_{ILM+9n`zVW{%BDXsgU(-g{z^Jy+@6h!0=*(d(TY$J zw3DVe5PrA9lFpbHb8Ct-25V>=ax7&+taq9zFD2vDnV!I)lg4P(mILf<`+^Uy1m5pn zMEmc#D{HL9qfj%%qDuvhN9`HrO)&}gxs`)i@_p0>k1}uVJ@lN81Qq^dvsdH=uM4{W z33GleXP?xo3pID1*d4UG9iH%#^%p(H`Uq9w#K%bC-?@1ZY?f##M4KVHKaHQ^C~M8m+1;Z*4|C^h`Sn3M<0^ z03ZNKL_t(Bjk^Pa*e!xm@WrLE^cbVru92Etet`w&qEDtm#1+I=s(Eht1uFav(Ibps zj(@@84IgsPmfJjdH_yo(QfbfxKt1#M(`H^v>5vEb2(KVCTN8?9N@n658< zO+{B+Tj9kd(=7H@QykCQ98)^|p7q9c#UR5r9b7PqoliaA&l*XbVLUlN7S~8S3G%!O z8rVT{E5j;dn-#IMC{5X>v_Zkq^zKx*&G7Ihg=iiuqK1kEU&}g2QCP9qx>~U48g!d{ zJUDUWBF6xkuCPL4xZ}CApAGJ>FPOCZthf)MC-+3e)r@bxEe`~|vya<*EX1l3>~9}p zd^E$s?hzh&>_M!q4*8t$kVO`n62<0Avkok|A=^c?1D2L~Xi?&HcZk7>lUV2qeO=@DOufu!81HUjV`Id&vmCRSldaM1cQIU9Wf8*ty?dOr zZ=61lZhwe-Ti4m@&t8+nC)k8Sn${X`-7%K=u9uQAe$W|70{}uI5G1-O>1+eCbd57ohNAdG$#qPWh}3Z2W2uJ&$0yyw?G3H-B#%_hc@(>UFp!w0ycKohN*X$5 z!&4Tdkr{blDQK|SjYd;VO8~#lkm(UpEbi&UBCz|W8yL+yg z2IgdyJaYoEz8N2i7B4@JL-)gw=c#498g=O19-w~RJxbF zxfgM`y$4OUtsv(Sg?Xv10JAp8tDLRPPjxd4qZ)^0jf1>Er%ROHF1txk5l!erT~RpCrn4 z63DiVx)Edn6MJ8Am%fNPpp0fbu#LbU( zvA25{J!hTm0-M>f(DvdoMLb908d`JfP>vFjOSyVSXsf&wL3Vh=eYFX zgE(<&o!|c>k351mUVR<0PI2+_c}&JLq^%B268lLpH)4*3aJp9+SrDRSIjLrft?O^% z=*`!WPUl$JIE~I|owW;?*P;_XM2mWiy?Zwh)dgbW>GD(+Om!g9!iZpww1Ft-B{AlE z+g!w{){qN-vT-8rqjHJy;&7jNu)5O&x_wkpYPBt>S<>!ViyJBkXtGh|nCx$R{n$tZ z{iOA!M8wD3fAlFh6;k*PHg9FER-5g9!_uWH&9^vbEc)4_3=fQ$c8QFGF* zf?%fHWJKbtH(F86#MDSE;X=$cO`;`Jui&sXe!4G>npinlI8CKz3#<=EIDKLht+?fq z2U;Jc<*2#OXpFUtq=0U1IdfkB#zFGX>oBaC8b`fBp9Q)!`2};sN~0j{4w`5ZuPy@G z-7XiQrn2Y&`foOwVs$vc&;0b~d4k7RUOV1fom*(SYglPff-Wnc95Uy;Dw%TA>UOz7 zV1x>wRB#=Fqz(bR()mVPPP}$~7v)h8L6+qbV$or6?L3?HIPSWI`m;zG99Oa-f%;`B zursx^<^>AdO!G`|d@+S$Q7tth~@L7q#zQ&>2aEX6g`0+|+5Mn9aw0AX5XCZMPgR)OY+z&jdAk z?F=V|J*@Qm=w}HsCp??68hg!9Q1+tNz}hfHH}(>wOAos4=hg*gV8o@p+!`Q+Aue`LvYt9#kKJmuiUwZ z-Gye|9Sgy&tk_->^Tdo$73_`?MaXM|N1l8P?Kr~X)t8p;8C|2IEHFOU#c1;!b|!}m zUxk}o(Y2aS_gOHnm`$OQ7EYWvgYkG54_rEh*I#=LwMncyjc(Mh*?|VYy-AM!dBKha ztL+q>Zi2n>HpWGbDY++*g(u}&PL#?HK99>QY33PPt_Z{~?(==;+k)$KUb(2F#vrm?XP#MCQ9u`b80&2djJ$=u2b&fTNrNC2O z&2oEQW!o9tH>@0xAu!DYP8@w@FbQgSnM2_3d!-Cp4ZZ=%} zv;w@Wzt!zvGM(Vw!68m=tU*-<+1e&{7ZqklH=s$xmc+0LIh1u^vKfwQDt=2Y;K!7Q zj7yyABp9U%Qz|}dV5%deoi31(?Ptal_p&G$A;s&7Y#iyo+%`VCX@*CyT*ANq<}>)` z|MY*uKlq3L5bGOfd3`hDiY@4Cb}z7dIkS!~vBGe56+ilOKaJhHck$JK`db)PhGGBI zgpHLG<1;pAuIcwp>}o$-l~-cD=dL@u1w_vFq>A`VrbYraSjeW35!D>K7ff}d-)TD+ z0lynv4ih!Un?us5X4EWAE{9}vn0()Wjg@V{iPngAEpN*II&tcn8ir9_jH)ANtg65) zR_IaVMH6C&&NYYlar$@iGLaICQ|lIDoVZ^U)ZZq2t4kV6%5Qe18lirM`X}tIYlB8X z{Kv>DNQObh{}~LA0E0k$zmby$!hJm5 zvVnjF>E#fL;{be8?#1$3QYz$N9%UiuJP>ZSZCP=n}#*4B`+MHT+3Dzj_Y?FPoq&uhoODyjAh5$U$|=oy1dQ?xIFGJ5zNrGZ zmCy}*@$8#*lxtPU<^_g>Hp)mlsByxDdF`gm9=d0mKSLO@5ooxx1QULr*ne7EoEVF` z#x#x5E$c=I#ZL;Q7;UD~#zQFsdPEet;x5eETzkS(98|+oga|RpHM9GhCcXsKUKy=1 z&z=jF%ElN*-z1qASYpUvUKfiQPj!hK91&`TEZ8C^Y@;n4-#AAJf4!V{yK&S*aayR|^grZa z!$ZK9*Qd3EvY*j%i=9_@cpxIY&(3>U;F$)E(4rT`fzvS&VW+4$C{05ZFh1K1H3W>G z9D5I2|6Z}2@X8Kyajte;Y^xX_IdM7Lcn~F5dDbpKdad_|Ue+*hJ4BJ+mN^wk0yd@Z@=$8qh z0=mStrlPr)rg>x2<{M<;1WyG4OS&<^SucV@@^u{~^xTA(d+3D%-BY=Lo9$0<{a}p! zJKMPQ;1!&|auIQ6t=?kh(pNl1l| z{ck>>BC9B=%@|AG$~0!w?4#zF(de~XOv~Au&2a7D0B>&ZW9w*vnocWY5jJ#f=o-_# z;?JoPD+o#rfGov$T;kn#w~$2z&KxuJqoyG>?Pf=ZIC=I0u0Hf2-njN18?~aE(RbwH zQ!eI+;}$;osUODW%Nw|TUE|x|{til7pGnJVRn%oeom2u#1?L@QMU=rD(b$?aGhR+v zD7n&hn4+TNSOoic^6`hE&R@pWM<2smfASWJJG*`bW?71Ew*y`811yGFb3ViOS;tm@ zloqr*3sPkBRF7E8P@tMR1b5= zr6FK=`cD%`O$bhsejyt_il>yL)pL8Thlfd36!$lUNk1 z@F|w_{=X=5HbDcyPaRFuH1MA`_{H$EHEu6UFTV6wc`iX%5#o-9Q*;K*%Yv;aNjvv; zKEb^*x6o-<1p4znc>hXJC;mMs|6Y`8L=V$;rfK^PS2e> zjT3_*{`{H$h>w5$Q~2V~{539g7rAYUMzM|0L=ArV`>*4|xwANNW({|5?Xu0{r+)G; zWAEMDxb~-CMWibhMpVwV$Y-jYtW};wq1-vpSUXxxfhekY_?xoMkGoe+e6ib!nbuoR zfJwDLsY^zHQ*A2_3~*MBmA~(nejT~ScN9=s;Oav}0p8a%>)HfsSq2uhQ|7Oog}CwV zO@=j6tRSy*p)pOAKt(CRNtK=a z)8$W?GZDta3RV_R&f-Ls?kBXgbDp>pft0$P)&Fk(JJhEOCoLAX4-_PW02v!3_ha zuw$HT|M47znS$YXatP=g?X>|m&tJq-pS*|%u0D)jr-Ns|{Vcxq)vrNCUBpR_iabRV zm&v*AGO6^p;}qvNH!+GUbd?o1x^QA0@9yj&i#3X_wV3N<32y@83nj6IG*Xhu>bj)V zo<>}V%x4oEjwi^A60NL_gPnW)e)4(A!XBM&>K8zs7nqh)lyQumd;4s~@y&0)i0e1s z;>q34yK)>dGRiheVlE!hcrF0xzU(GsBZ{sw?sIJ_@nEEhG}!Ej~5S}*OV223RQ zT9MQ93g}DOPxEd#XlXgnf&k%v%OYozsa3h|_cKh{EV^d?bIr~MjgW}&<@_AZ_>a}F zp^WXoG8oahABX@P@u80*pi4GbO!?F>O23<-`>9FC`!j!@V%Gm6_tdwpJagbE-C7A3R9^(EL@#Em=R0_TV;EA*AS zPMW3bWEickVjLeKpUrJSNY72G{wR@EDZ2sW(}KJG^gbv7U(DuKII6TlaYXxJ$g!yN zYvVne?ZM-qX72OW-d?eRBsRslT22g?V5$~cM-x-!8jH>9JN9RA?T?NzK@b4Ply{*V$5n^{U0;jO2d{iTH4$CE+}C!}-2T7W7pzNuIzg?kng zt*Yk0bYhmKu;>I`7;EQe6pFNitT({fb7zotT9_V8Eb4=8w_;oLbCIR_GZUYZ)-z4^ zD0%NFjmIvY!V~9DU^OvJ;i5!=8p29fD3leIvT`pmqlzq@!=l>iIxM5#|Dkx2nBZu# z>n1abrwi?NkEb?y>FzKmIVFa)aAivDP#Dr6@vq_(jKj49H+htQlelBWxtbzs$)zE9 z=Q=~W zlO!$~w4C$5@>l;$eC|iTh_&in?0xr3%|JpaoH@0LySFFU&owrBZR|{PynS~E4_!Qu zw3T66D%`wt3(voG17lw6G3PpEZ3hzUW1l4M^J|+gB$ggg=@P1rFrAh7!$0~neDKK! zaprW4@WIx-iy7ueJD42Y#ZUdj598+c6yNyf50J!d{(NUopTJ^P;)xGDj$im2pU2<- z<-d>Vn4BrvNZWm@SCh{jwo#fPuCc;C?Y3|zoG>RhV04362`w}mE6L{Z;)~x$e!Gur zx3{3K-^9t(cm;UcTZ-)xOUFMZD_uLGQ&q&)x22=dQ8SeGNm*LtT+}5*V$7n0X*q_f z3+iHUJQaR)PVN`Og` zY2uMIui?%+aW8@BP6TV7&qzYeIa}#U8K1y=Cjrwm5V%dwl%oY&)Ld@2`OHlwM<}Qi zGxu}laV#Fb-`D@S9-iK()Uo`=#eh)cTeN8c%E40haX-Vve!pSmG)@Ylp&(6wr9|fb z&o1{=5z%0rpon7OQ{{V$KDY5`hX!#ZR0DBh@wt&Z;o4D!^KAC& zMA(d_Ufj)RxV}HfFz+$S=Jc>ftW~SeWkk{5in|%7W8#NJF7^(39p6NvbL((2$H~zq zlEE5kaw^D6M5OJ(Xu_IvrFo^$CA-Gv{!7e28EF$G?t`ed1#{f8jDyXYH`W zu>M!p>R>cl!|(i`{~Aw!^hxyN4!-<CygYC%_ z%^d4EhR{%PVRZoEMzqU_U$H9;C}C-}c(H_2yr$`Bu(Gm(OINP28h5MH=FS~W@2OkH zwr<6OlOR(qP_dfj%=K3tLxT<}Ii4%3!RpnI0 zZC7qGnPM7~xP?KdziL%SlSVUv7Q+7i0bYFjRlIYT?C>JC_oC;xwY5(R00v##m3A<- zD2vcCD_9gYzWi_hj79%G_qiWIx4#AxXPoph5`zlVDs2u$w-yOqq3Q+hz4(@|RyJn{Zk!N|cW z=2YyJoL-P&zwtrGgM)-MWIr^;(bsD20p-Q4!MC79#xrt6Qp|8CXfA~(sPSA2WP2dCXkq3yG_j;5h z$kGT|<#>t#hbf#e^Lv)5q%Y=OA>zg{0>?){bubRX4Asyw;5w&p>a}HEvfuf5I5dPSsdICZ0nE<$GbTJ!43?25@^4h^RPGStNh~9OVs~KMIN5Hu*_nZ+>4F-gHB>ua zZbm*(BA}<1t5_OTg8?hRlmGmov$!HU46OkrXO**?Bg6(zR;mhTR!8{Ig_Ahnj}gre z`0OMq06lNX&rJ;iJI$c?W4U>DLc%`C#5J!4?Xo;EKK`JFHYIFzt$5npN;{NVpeRTf zFL87>gAQ>C>(Vz3{j}3hFI}8fkrzh_rwHK$!52lrDljfn6Ql+wzN89oYQGMBBCXMY zp_RR!OkY{l_~uui!DxL2XCAzW%`>M_L<&=C4ExchtqiQdU*aeIU^F1`=;I&8r$6L3&m2bAJ-*zbKuQcj`!ZV&Zsc9*5f8|YUw)Ku9wFDTytYs_J?iG zxn@4irwO@1=SGs?mDjK1u~vO&vE6-75v0c z`~)V`F>c>}2fy-ne+7r*1#9D^4q-wQbcWh1nKb$q9^2d+uczeBCG85A$i->Cr?HPI z#~+J4$Jf68ZFE;o;>Rv)u;-z>$7F}Lw?E_NJ8^F3d5*DOa6HeWf^|&j?10YL-jaq! zq%lEDdp@feg-2Aps2HPVV&v2?n@y}Tz7$_jxctZih+7Zf#&gf1I9gZ)q0tU0B*N3i zpPycsQqD(T48LFgCa0fJ2E_MzSr0%NLD>mi%KoXHPq+@woF-UlwCH>Zrhbv*ky})T zqnx>>0XN>sS}wKE3*GGZ|Gx`*6`%+a#MSWY@HLldUiJ}1%Z*q6d+r*9doBEZPrdN@ z2V6t3A!{FR286CWVxer`gt{*d$!9}wE97?-4~+{(`*d18w7IG1;)okMXsI^>2)|g5 zH@1x7HE9~2A!^Z1ahne!>zM>$XIf)E8DoDj$KGs&2TpHdqc=ocE@0*}Yp3gYQPNzo zy(b!Y_B_(Uu$5wrm6Z*Kvg_F)3k4JHhTYM~L8z$EG6qwkj+8Yj+J}0S-8s&s)f=TG3XKk`{T^UQO&cybjV{^;Y_y1S2ySFZv; z{RMpWOTUH5oh@hK-kkT6GK8o%K^9u8O67+Ew6D_0(l%`4KSD~4TBcCNd_IoU2znmj zkQ=A)#kg?;W|_u&yLyN#k8n^M!FoaHMzuJ7*g0n;E+FprS+LRBQZI#j001BWNklCcRdZ3~e1G<{)eGmCJ8}$-C6TfW*>D4+^H(vsc@5Qgk2|nZNS0JU z#uok(IY@HKmT?(Wo%`2prd;<2Uz*rGef0@^;!_{TBac4Fxmi(aN*!Y|uW>LgaQ0l!anRutkys~7Yr#cr+`IV}wqE`& zI=Ig6;#l#L313ZS~2GrX4?2;*DVk-DJk z^&#BHsRQ`3_C-l3$8QAh?^RBH7f>xjW#u`vz{p&Z;Wu}1Xi700HDyxJ{ce6vo=>X= z!X|%2uBfgfr}wZw!Ch@@)TFn;v;<+r- zFrHu=;ix*banf(_{_sJv5=Ft`r#v)H=oV6F`-!QC6+=c|7M3UXkGVk=7OehVy~@@1ElOLx3`($i>R~WZ%1c2d!?8=|0pvzkT~Q z{>_)af`jpl*GWX@93_^E8BATc23+Lx6Xgm7BXY||yX$U6%Dm{5Ym$Vp@8jj2ohI&K zZ+e8ui8e5_MUWuUv}+pD^l&;ih$<>x4YDXlTBPVu1G!ACGB@d9xQ17v2xhGrIn_=S zx>=0f`2;cLT`EYGjlzSMFW_@O`WZa))pL05`IoSFV+)h*JWr+3OkiZnhL}P*4 z7QYzhtJIH-4JMVrq67~g?EBIfcG~DVIllH$d0XL z9_fk^qMh{8(C)GbX-eg;sRb9LGap!64_ZF z=+eJO(ws|J^?=@2f(|t(=&a_SG5p@ylvVVZ{CV8CUo``_`!|Vk4RTrkVn^xowBYP! z>>Asf>6qkStTL#we{zDR?EG9JYgn|%GWA}kLFf_*uVz|@Wib+N1Q^6T@lP8oCyxkF z*w{G1!d0d&p(D-8_B?@AvLtLLlKA~9Hb~li^v_;qrN^W9-h?^ay#wLnx(xaW1yDQ&)VaHkw zkj9XWW~6F98jY+J4>cWBGf!?5bEOkyAxew!m_`S#`4T{6v=x@LuW#=c`w^2$^4UvR zyYvvco2Q|&)LK9Cw8!u@BSELx(GGTRyp63lUq*4b?>t$p9z^VdJUIZIIR5}f7aoLa zw~!P6pP;_Pha!O;_9-s8K-<4}9sAecM*C>ux{8tW)kd?a&`d)tuY7qk8c1O#$r)Uc z))ZpWxG}-LS`v@B?_h&R+i0(@EuGOuaMO5sKCuXCIQmWIV-rQL%jtejatuaohKc14 z&PdG}LjO30KnvZM_Y>+72prERFO9^JpGZa4=b0!4o!BzRmI6(Ic_nmvf7k=S1a@4q}!M^Wwhz>i*;(^*% z=#W6+RN!ir5UhWgBwXkVe3ea+`$VqQy-CYLXvp?c-+PjOe$Tyk;;+B`Ej;q*2QW21 zjn;M#bBi-rzr2ceYmF6%=NAv4v$KOvdkel_ViZEDI)+lIie7hzX*@Je)3XOKG10{K z#wK=lT3oc4nwsZ=!*I}Lff$C)67-wbOQ>wa$a;vxQhllz`@C<+TtUY?QgvZz6N)Eg=6h(B1v>9drp+00igmkbeiCNl*H#Oz&PaV9jjN+EYtaAZ`*LX1Kd1w7lZ(?PVcC}VCV1s#TisJiH8 z4hF1L;30^KmbHy(LM(U{?q2n&BaMV(l8jaSefEi7K71=a@-sh+nc0Kb-R@v!ei7pO zHA~PnQ)st8#7bv~VcKKfJN!Zvkl?6CkDtPAx8IAo=_W2+x`b{LjWj6i{1e5{D7}bO z(_K{4g2PEcaCqb1t{&7y8=F7KML{~bs5noSTheQAA>i5PU&0GNcm+G{4h#2kC)}&> zJtBBN+v^FjC+RQ57Y&FUy5J>@u%SkHK(ANf6tVX{Shv6rSY2F+Yln8NnK*#k19VOf z$r-^zIUwzeA^(o-pjm?;C~3zF)s4#%dQJfNWt2-4`zVpsYG~+Po@wqP>a~HahsS^N zJ-GM&yKwsTGdTO|YuH#_!|p~4QK!d<3|~i+(n$uTjXTs?F(Q96`b~>J<{We8YwpA^ zM&aH~{jA!*NgAcFXI3bbLsn#mSSJTiH4bAxT1KGloI?y*jX%A~wf^lM`*rtk7>zyM z{{1Kg#TYx0$SI19UTQ6_oCPy+ z&_|_Q*LpUE=ec_wBMJR}r8}42q@U&PadKp@a6+w-4^SEpZ>?Ox+Exv>EiGcPR^=`* z(=3y;Kz@1#F{#}Lgk)>r3OQV5F`_)jZVU{ChpJK3S3ClyGE)(f5X}^sFv_@EK_ejj zF-0||PB`g#MV$y!lXa%W5#2io6q-sVDepZ&N$qc}b45*qM5646IJ$TMXE$2t`2v6N zpZ@^A^V@f7swcEKvMQV(T3*ET`DVVpg4iTA?K{rca-*{iE~;+tP( z-88fEMrVs|@#sOeciYf!opH7%wW%()>7oE3y{Yjk7}1_`%%AOXzzz7q*?J5O*WA6Of{K>xQy1yB-7BuycW)EK8iHt)GZ)*bV5^SK(iE(?u1 zS5i#unWZNFH|M+^uRRs6z#RH)JwV})Q6d+V_^WDmV65-zgZc8odrq^mUOixdO(PIQJqqvB;ki^Z9I{6pMV^{Im6wgYARa9pW@&fN% zzJPRlop~+H`yjZU4l7DrL5!ql283vde)Imt(G>4r00b?*wtidWHhdcBhS~*T*1A+0&Ws zuBlF%DW2QgnRAf5Fh7T*hYwe!) zSueCWnp1OVm8!_dhEWR5y;jw>OhfybzZ{g&Jg|(3Lq{=o=qQ5v7$>9*)zt!vG*6?> z4mPh|!1~2E(Yba7dAASW;W~R-L6xPixX43GFJkM+G*zM}%&(QokDF$GP^n>Td;xLk zD!jaHkuJ9AWj1gl!eK>y|nXW*Gv;{QJRydtAX^(=BFh6s)B=rkXtVf-I zn_`Tq`i&e|vUm*(KE)|Y-3ZlsNpX%cWvODi{kiG*n9sD9Zo1=PRifRxq)8@pp@BQT z83utsITI-7vN+(SoyofaBRQeB*0RCcmgjx_dOgvaVtLixnIOvuf2|MfAi}|(;j!1 zr{@pjuDkBT8?V2Jm5UcSQT^yge-8KFbppTtAN~Wbt*x;t`nw-_AKv}$NAdJi-^2NH zZ}JF`@Y$WG2%Ype-hAUNy!OgV$VJNjy${@bAI6#!jOZvzN6sHdJl{Pmii6DrK#Jc_ z0zj0QBqVI83x^p@0V?O~j)?wHs-jXE$7Hq2DB{iC76z3nqDBRBauOnvkXtR(qLgiA zt&R9i65!pPUF`0(vA8tBNi~bMxEDGW%0m{^Pq+Hxi zIYF1YTdl!Mti=}wE&?Jt`9BT2qd;Vyu^(iYgvigX($)|*(1H~L1QIEO|BN{v(jYm#s$Uqczk zg@-W>!KAV{mEGQ6ai9frlUcNj&`M2XOT8QIsoHOg1O5v%8I*ZpWsDQpY^) zeuP1)_gMjqH6}3LoMfxc`Go^`{IU08VtkJ6Z*RNx6rO+nuWifLg%hi}H9k zGI9bS`QIuKy<3psLL znZ$!Ag}&BakQ(9QX(WNPHsXY^B?M>8L#5){{pc5eo5$Xy-~8Reet#@VfrA!t4u?JA ziA~Ba-`;i`onEEb6W=%m7xPx$s8hJ!YKp|$zNs5^nTD}V!qxsl=lbN-40p6WYa<9} z?=r=Wn-xd)xi4B>fmUyTAD+L2?!p`nO;4giadloqErfFReVue` zK~*Z|mwd?({GRl2y%TdMJ*0aYQ0KXyi+YSwu9R|=iI!6) zF1|pA9EnP0G)iTJlnIuU7-`&XW7zF85}B~cB=YHpB~I$=6>8v`1@b@HT>WQKfv1h zg`%_OjF)vAa>iTk9e{ZPQc_cOp7(Q#?kRN5U5D-K#V6ZXk@% zwK_bh{jx1HtPo1eiDBu#)GzY6NGMPdJ|=<+Cd)Nc;h|x!LkNpX8Yy6k;yQ1>dJFfv z;_Q;exvsLo;v0Kf?T~|5D1p&9&$J4n7}@lS17UQ6yUV~>a+!p)NE8fzLa+dY>X4-t z(o6@&^vpEI#%dbgD*4dynR}N(ko|*InO1=~!7UhKNLBYz8RfYHoQ$@~>aM+|1v%6o z-*i4pAtVbMCNL%%G&0mtAgE`lQW;4kuCHz2nU}wVonD{2KOWio86dU1!oeG<+19H8 z4lREN4?grR+o z5kiMQeNSPkZ%UPvW>9LxzjCPqZNWk!o!*dzo)*T(;fECR4OI8XVN~k0l^1-P3^{lnnHNGO zj@79dgp)HE>}_n7_F_WTbQIxNEd17+4SBqJeCaewc&D2F;^CA6e-3Go-fUx{;qJ z_pC~B~yrqGLXNH4sc7t3Ok4#Vow)gA# z9^3ncQK38Gc3zwvWQ5;8y0?u66mHmS|F}D&4hABflv2V)8X6RIMS~&Ffsn*$g0foI zn&x7QgkB*UMM)-Eg3;Bg4zA?=h>BpG%(3ElfW}w@mseNWrinOqYwOoAH8;Wf0^NR$ zew^X-`3vaBF}AliQEN8QoLKkw1+fRHAm3ke+!4RiUpTXf{x8n4f)A++LeUU|XN}-P* zy!Zls_1AtK<;Ixi$`?Y2aNH$?d&;Q3tcHAQD^vqPWZ}b<1w(0nCNvYV$|GOdhtYUW zE*!$#`~s4AfHGNt#eH-WiMiz?*iMHimqW-n!7d@3T3yuRRA-2uLlN6M1qCK1#;v#@ z`wo-WI3@l`#Cs+s{gi~TI|5_gEkBX3#$md$* zEX#A7sNHzPOAHcKxTGVT=b{K~XhGeh3SnAE3^p(H6c`5X`G~v#Q5c|1NlHFc-vdRU zRGiZ8B69e(CcwAr%zcjI3ZUVSDTLN@$)Rb8DgfdHRZ(de<;8_4&uX$*&vG4XRcV|x zN@DuNDSYe`KaYv&Sq?&}n7(m+6&qV?$Ok=Coc(}Cpx&Iu;UkNPXe|al=4Tc$J9hxJ z@kuS574n=Zm#g^T2Y(u`y!t$%c%Uh8#!W+0iOePr*yP_!h2>-Vqb~94d3=u}Of4Qo z9w*p3dx?d4>3xT~=ty&l&MDF{Vsr@W&1BlKB4qs@Q^XuO6{Jfy(|NZns7mU*&#Vay zBkZ_dKWe*ck!QlQbEyz})Ms?AELjuju^@1kd7ON+%_+@(FIUv4EM*jq;Io&$hR6JW zCTY?-O@;PIA8jVlx*Ya;%6`ia*r|Zl<;-LahYsD3Qx80h7mvM!r~cyW7+hV~g?&>L zmM~=z>%o1K@|kJsxN}$7V@2A3o3mD+u$|5KK+=sEn@OhWE|rDQE;q_Sgege5cF!?9 zWj(H}ag}E`UgX|u{xOsFy#*`t`kTGSerSN=HExXKoVIR4CP%doB#M~GO~P)xC3?JX zh@VEED)y`@xu@z-gho2TrGkB?;OgV!b(BhhrM~2jhKd=Jy~%&BlT` zGD<(q@Yc0;46+QjOpT*fDxstTPAw=31>M)$Fl4zIl7>p2u*OT2Xve8A=5^MMm8oE+ z2b#3SNF#)rh+F**tNYXYjCmm{f}CkmrZ+MIY8WvBy6lC#cKu2P-Y~@Fiu#@BGfcK%aCAOyO>y!qxs`SqOaEsL-*J6%Oh(H50|m zqJ7_cG_@~ix%TE4d8~e`R1^*?=9Pqa?B5Wbx)m)FLQfIpR4lBr{!fxngIYSDDQvz_ z==zJ|Q=DrPnkMLeJ-0ZVTftI7+zM&C0Q9CID<}G_ItXT$=B$D#7^3GWn7gaeS%4!8 z6Q=90)jn+nP}og_xL{yk%hdX^k`T<)(Ld>~OG7Z{bsQ2FnYS2HI$6wHQYJob|xz)yeZLA1|)19AJR z{mQInOTNw;jw*Gx*mOErSSkq7@5gxS%q5(^u!5I=_!55QSAG=-mJZ@0AOBgbubxA1 zV+CaqGyjMnrJhcFnVXsGza!($KErmbHHU&l`WixB!18sXNN5eJCV3&N#g^lQD|O7J z#lU)u+B+bWFcLvve&)j;#QPt6H^M+*I5&%fi-)kYy@fCR@mCdht!HUpNifZo^Mfu9EUxDwolio`YYiaG=D{Z0b1lx)^S(p}%n* z?cEmgGq0mIH;08Ix1u^er$SJv5ELw=NJ(6pIYEH5(_HHLXbM`nRZBLg80ULiZkD66 zuHP~@g|S?9_=NWA%wcRlq~#mRk#%L1>h-2%#9&+<0K337L~JAk6&hY#yxwdw6qJPh z2z4qrm3{O*<*308Cj%K3PS7uk019>^bT%!nP2{>WtT{(s&SE!x-)Fz;Kr3V`2p(+5 zcqI9ds-R%_{lY4p$`Kla(DV*PfA^eyM!g5C+iJZGveMh#+2Med!bS4!7D1I0BkoFh zp5ADE=B#FVe&m{0oijQLN?#<&5talWjFk9N$CzMw6U_$ton59E(Aci6T}QQ9!C=rv zyAxw>aS5~Y2eGrWi}p?jciwXkmJc1qYp*_s`Nf0y%x6A}D_2%Hk(^&VgwOxdFXQB` zx8V2w?YB^>)bNuZ`Utkyuj7U1UPQOkWvDw9{eJb={yx6_?eAjc!UbHteidG*gakkS z$)CehPkkHDz4!t?y|aUf*@c3;tcx?|kag#bEyxOI4nbHYUivE`9D4n}vZ;YUkL=Nw z524#`VX|Ds%<^$m$EUHidO;=HzF=FRaz~}%fUZ`_N%?q+ynxC3d%D{feC@>|-pw@GxT4I|zk;jb0AmoUm zt|&pMIL#3!(yA82DwE%=v`^g4l!cy@0I1LDa<1*&=-jAMx1aQ2^!Y@eNUH0Dpp4zH zj3f}4qGGA`K`+F%ih||HxN9D@x!MgLtT>;GqZE}JD>Yy%u2;P001BWNklv#;x3KcvC-K+^C$Y3dHe3@N^HAu*8Z}f*iicd> zX2DLDdXK zJb5dgdHOjFdVL%|cnD(w6*aDmBBbbhrlz1XdTPMB+W1`PpmUO42EtII_Y~ca#WKk= z+*3&)(IRtl`Nblh0C8J7glxLIh9vC%oeNJ8zNgZgvy zvIum8h6Kh!iZAq;oaymqg$g0HCQJimijT;$_-!746Vbo7gZSHFatZ=BqXGz+1Ce zTu850s|p>NP|-8PM5BtMM;5WZwt+X^x`4w6XK?D&2@HoRe*QB*hbO=HJ$&V>f5P;s zn-yH#IcZU>u6BiazWe$@M{GbNtO;NKz3uDix!J(+^Df(&MF!Sz&sAS;n6ea`5XZu592}*&;{=qUXKm30R#dL2&f2nuG;Rs*Sa`O1?U`vV72lOQHbY5X^AuU8jhbz^{YNNGfdssEV3S)Z!J4~(LSpEo4P_VN;HM~@)fox@xyL?!ST4&Mnp zw$hPA*&^hU^f6T%M?QB1*S1!WUeOlfjDnr1DWxa9MN5tASu36U6&5ns23qc$VE{KWPIH*&(nw% zkUbNaih#N1GgFh0vd=|3f^UZ!suzaJLtXJLeHP3GpKC&iveNmh`Ouk$rqaNYaNKDB zpm>-dgY8Fib+1^AlFkgCgA!$OO`)d|f`Oc0`~dB89p2(0OwG)qb$tcd`c*ZOo-Q^E zVG|)vE^VjRxe{BCkR!+^PZth_J}04de#U0!F?-+$cF&(h*4a=R3DR*kfeL8Y%8=hm*=%%O5d7KCUn9>O3VptHM;5B;6bVe!yWc5EOwm#ddApwrq$G>A|wm5~n=2fUap z0yER|kW+^-yKq?9Z?bxI%+PY;!SZyc^S!mnXT!|oEH<~-wDt`OIKS03DfU^jcM)<> zBnBd18M$XvSo+rYo<&-o#iu?wjb1mxiCd53?DNk4*+ja~@&6-7a$ zxl6?Xsw;&bPkFVxph>?5B|Jt|GYjMe?#NhAGckgQyl(;EPCWuSk1_u_lTxR#EXY zin@qHfiws?kkq2)z4~|*{73Zip;YU8Az*lEKeO3~4 zQKve#j`0J_c-P~P;moTq;?k=>gqI1V!G7pMcFW(2x38RbiR#|2_0;LunZXo>5 zeKv(;r{!YUmPeO1&hcCJ+DZV_2rQxOih&3v*k#X@Hc+^xafd)O0?iy z^GMtwO~IrX1LQ8T0!|F%{>Z78?BUv*-;X3N_Q%5RNpKv;+-uQrN-az&arX3^xVm}? zecH!8jcAcKA}sdaOE=Nqn_!NN*^h9$ZoD7vMT2#Nw#eFdVOr6%GNp^9go{l)rS(;y z1Vo9S?|UWnT|6*yFpG1DQp{(H$Ax5Qq?=SOLzHjjG2)yG05PwxI2oYbm8`u%YWTxw zfN~gOtXe}bHHA2r*xJ}YQuP@vl?-|yWq(0uAyNF&97!CrXrF)*_w+R-lF*Jxq|l#% zFFCJ!_>ueZsYz;W-({pVQlw9v_S4jzhyCZ z?dY3%3v&cI6d$Lf@7^tAQ!PgdiUk78G+{@R0H=5b6lfF_k^#J5QDKH$0vMI2kwA3M zq)sIGdA=2{e{=_uWPD^$0h<_m!yfYO;)(`N)1|E3)efYwE{Tuj; zC%%bSzxNbs`7Z99%79WaS!f~hM5bVp4rdLUGaJ4MBw2Wf{pgi&-dm^7;-CF@zlq=a zt$&3hx7?20ukhhc&|>CJ6VFnsE^~4(J!M&_6}o*!6L=^EN~zoTG(VKY{j!8%sWiqc zo)%@y*(QZ-`g{_Ax_spdW~Rr{s8;!ot1B+^N z3eAH@u-$2+><5@$K8Az$JPcWHDhRe-c)o^MGWJ1pYp5GDF~7*_{DiiUq=cHNYuH@9 z$V$u=QciCWTBOWXOq#JXx7>rVxkE_P2tyhyqJNO0e@kcDN$VZ@zIJ>hkjW<>o8 z1cDI@gedI77}a3{XTuw%&byS%^{?at0F^*$zd@F1856Ba>U0r=9$TSR)Qzy5G^GgB zUT}w982ZiV@k)ExPz#-r0(X)QksG0Vrm`fgnoC_kWkaWnah_V2)PWFyXhy&VqH#~NdppFe=G5~9;hcw^6G z43AJZB;FP)7KB?BM zF)c0R@1pF8sKZbG;Zz8qeVV)d45`jJ@mGq&Qd=jf$|{#zg)02exKOfudgTiIGSLW1 z==C>vf1p$}rp}x$Hq)6|Z%$xhtbvgB1L894xg2mubjXPe(_OR(B6U=y=ACllpQYA? zfxD$rC7N^|8k@bn$-h)S5A3`H5i){J>dufs&&C9Ju9nP>OM( z+d_0TW1%!5_wbq_ih1C~F1Zt66zgCAPV>o)ON-Rd{p#ctX79cad1C^DS6)DxP@y)4 zh=xjA#R_$Kd~TWV2eQueLq6-rmX2cSo(FOM{2O@JPre_Iee4rVSIFW%R?eM8XLm=P zO;Yt!Nw1}3gGQasX*vs00%(wE|EGYMMc1e+MQ8g^LCojp58=N1AI8_e@n;%+2PITx zyZvTA%?lcnRN6L77ZGwKXjFr$#3TRD|MX=XTw1`p9=ab-KJzrLUc1H}ZHB1_A*>J7Z--4EeU|NPGw@;fm$hIXrkzx?W-;WNMR zd31L#V%UrDjj#R%{@efNH@T=V?6)!K4v>|I-&?{9>H(?!+(sO zAN&D^*Pe4aNK(1Hq>8)WPcm+pR6`F5X%=ZJl$kDtVz%D1Wy)h!sg%*EkS^0u^&$*@ zUZY8At@ithjzL-(eGHf;MQ2)4a@@7Jw?|BgDuD zNedw^jwiK7g>w-O+<*$JQG#}w+V1<_ddPl764Qv=Z#-|%8h9Ht#mygkzJD&Uy|aT> zZw50H6?T^5{fsHTKEt1=DZxc;Iw!QSE^BU(&3CGN;VJK+WSp9Cw1$ZCNBf%ym4g`V zRkc!?5e3n3pfojzw$th2jk9MNsWLY+i{rF0+fBxSij=DBRz1d@5B!xwUh#U7{_j!Bg07m1;QB5qTzy){DkoLV?I)K2) z?Jf2W{arjmU(}5`PovvB{pL(B)#z?vw7N{E1sVY^iuL7wrcM4iR`cN1#?f3pjKw@9Rd&->crmxNnL(L2>!Cn?AiB*b%q`n`i^zoo-9U`2h;R2~W? za1%U{NE|^@NJ*By!1%;C<`!mINm3dSBn@Tvw6GE#j9f)F8?@=rLD?CR!oQbkP6Gw% zjWI-IjgcwayND3Sq}p7W#F4{G_|Qim!rTF>3z)eHI8`#0aWJbY?6ev55{UszLI!-VLQ%rRfdw2qHI0eN zRY-J4Bn#=iNZ4p*cAhs+(k8zu*?L*I!@uLzNTO(K|{0niV#5RbSaezh?^FD6Kk_)l3^1-a52YJ@U$m( zQA~4G`S&EcFog%rGiR~d+_t+u)<67E5(|LrNEsCEF9@&GmJhH5|c+-NoH>r|Jm;r)(&L2gw4HC4e> zKBaaf@f~!43C?<1qScm_`gWWdcq(23&H93r8R4OHuD<#a&O<{Iw0%zZR9o;@1WIG6h47ExH&51GYSWZsPV0K{+n_D~R zc893dLbj?@!f(pbr&cLpko2+JTE|YafhKYDbBTVxhp|S5=PJS5sawZN(WEw?4q5TN zT&^jrpe(WIB&FW%+hU##h&<0)VHNkbsJa*W8Bm1-jSOJ@5#2$fLZdg)fM2bmk%yR@ zUcfN-&~I;Xa=o~;3@PVv`N{=ME*?U;RAu#GDm+Y$Ph+#QhHjE7OT_NLCT}+$;c8#- zeN}p(LMnCl<2XV}S_5>RFqb&fB7@4$oYzsREGjwSW2k?~-Et!qJ4h0ozJ3j*`e7E9 z>vp@UFqNkxiA1F~4w(rYIWPw=Rc8Vr9|B#JBYq{lF9k$M5^evgMBEs5XIwI%&NXrX zP&R!M)lAQQmtJSSIh_Hy@^oe-l+;T30VTF2E(mP+ISUR|gAk>O18fZ_3z zNQPYuudiV3``Laq#VV zM%%)0{q=otqe8vMag&7Z^`2`Wtgm@C`C;@O&10UO5<8tPqoByQo8ZGG-QhL` zmO#gev^EL3z_A$5s~qE%5TT5bM43*`i#g7k2~^0WE@GxoGf70EVikDh9K-%D2CX&t zGQ+VGw;-5Y#4A6zhDN!B`LPnl=PMwo^Q28cAYVJjIMplj*e7=70>3A$PK|)E7u7<@ zGIun6_D@QLvEdS$l4(&i<{U8zbP-RObRcBf>y426AEkT0UpLxZkNfYv*ZNMsgA@DQ z>|v7*2U_j^`yF1s?=_o!#)%^Jo@3wKT&VK~aN-0t-=M8Oj~>5;3*}cXpTFU9ZZ@`W zr-d-0mEhf6H{qS$%Y9JCexuXJQoX{6Ky6ybYfw>m1s6`K+dq(s3P74n!+wv81Ed)e zC#tAisnswXM#=`fR6?KaKvS>_cnY*TeOz7Jz*f7>%|g#7H?k@}_x#lzJoEBfsFnlV zc6b>decyXoL_11$m31iz)1@AUGDfSfbi}Bbc>KgM42J`3Y;1B)LP*M5Z48Zu$4v%C z8~7f_@Auq)4-OqUqUZo&oeS#(Tzv4M`|-g2kKpNNz5~eN2xa8$9((l{-j3SxqrS(F z_1ZlJK>I!@=&>W8Ga_i=#N$#mS5;%BC_H&O|I4(4S|Am<$#vG@kD}a|_>o}=wZ$Wt zJb5?D3kM-96-D=pW4%8U8j!iEDf9Y;hWpbWvKnBBmQHr45a8=-Y0>YoBenM%>m*-) zQAhOKZWPRk4><9s3!=l3d~}=RV+?Pl&n|>ppbrV5eXldFbQuq7w!EYFl1gD*uug&6 zC`gQgu7&ggDq~F?z5RCF{=h@H_p$dNs8;axC%%O<=P#q*?V;Q5@xde@@`^UlNA(xI z*nv1zmQbu=z(I{<5g0BkNR=dVr;RvNic#505 zOjnWWq*`b=s%H*wQ~W{k-K7}aK=RRaxPS=JhHgX`jS{Dm?s)pWfRWHeZx){JwyB?F z&cWvbmQ3eA-=hHS9<8Qy0iy;T#VBoOm>8?VCzWZLW5`+JFEebsP2Rt4=3+gFbHGU6m9Yh^k;&n&6 zEliIupjvI9I#)rp-b8P>i}j6*=yW&G9_(UrZWjH)K%-YO4jyRD)*B7@!y)9x&Pd%} zIz>x!C=e2ZEs(goA9E3e`TT6>H{^SqX9~$+1kYHn#?zc`rd0Xr??H*R5Z3z9CcD3$8)y&CG}GG-bLl)N0h?m&sz=>nWWbAiR&lm%GMut-7{sIkxZ z?BfJEi4djaqyz5IC%Lwk-S5F*6d%4+#-(Z>30Opt^is&)DI@d-DKAgYVQhYhJ?iU0 zfZ@&>R?oePbbAA1nY4zRCYY8w$#Zv_5&IyM$Ot1sZix?4kMXQXH<6n~Ui&{tq=Y#bAlQ)q3k>BPUFJlKL5 zOx$C*&AMQl%NqhuO6ti^I`m7pu(F0X&#vI^+it}ZPkfsNyGqq@rW-!`=zFj*e*ho< z_{Z?#i$CD=xzlc8`QRZ;j89?g>J*6q2btGhNigFqMA)SD7t%{R(+@S;n$k zyg`YbD5%&&R>|I`rwJ9s-f7%RoHi`~j`q5lnHuto7x}Co#wp64K$PVerYR~xps7x< zXdtPfAVf(t#15LP&1#87!E!>+sFPp+PN60UspDzdil^Ow=t@h3gik!A{SM+VM5$KC z1NYyDzk2yK9`9(UkEu$4`LTfM1ZgYh>h~yr*A(S-M_yY{X8Jdl@}!?=3(dj-`Ri&} zQQ|kSDKp?#vYjC|kQH)(mN1a!aW>`m(5E|GaVG=S+e79B^Y z8!DYff@|ut2ZsE%-(%15VrJb)ht=MT{X6q}JFe1pL(~nV!tU|ox3LS%)zy{aY`f`* z>~op>6jofQ|BdE<`@M zYnN7W_W%9^+<$Byq7$J6(lUvWdOognhuDcoJI6zFZVva}eV-~`4`LOI5@5PSjkbzH zNlCRg&|;=DzNAG={XnUdU0GR0mI{30PMeNKT0t|Xlrm451F!$Lhc%x0^_IdgP55`dzfNt zWfj{yyXf?L+_(;WsYLrS-SsDKsi!+`1eDH%hHVK2xu(8RsG+n*Ef7wUGBQ3lR4sMF zY1PO*PTWWho2u^P<6~G@m{YvSM6$(+(FhRw{df^jz{Ic38RqZliW~b!ld60)VD7jl zRFDt9gkWL{%g0aPp`UmR@A;_@u=nwkPd$z2UwRd-oi10zhTR@l#mWSUm+6g$N{+Re z!WMePcc++{IpIpcEZ25GDNZx27PO_`emD6vtTT1Jh1$Pfq}^fTdCL zpDW~pc0^M20QTMtfiOp_Geqv^XboFfZMB)}PVX~uXANVeq5{sza}uG`-9eHLP_53g zKoE%xjW?S};)LxBNsKC$LRak7hu!b4(EtD-07*naRFVh?!7SC4s!lxx(1Xq{a!R5c zUwb=-6qJx#OQIfDYU^Qs)0Y*j3ez$EqBUF{|_o#bc$H|i?@xt@Zp)t{9l*5G! zXPBFx#}Rg0TMU7#mO_N(KqE_h1YV$%2M>+rB*w-kxd1Rdvxupg1E^0-AjwkRKS+I- zy4nNko(k33{LZ)k8rh(YyYG1z3kx&4I}htSOW)tu@Md*bXiA9IN-dOZs0@TJ9$)hMCfzfdiR##jKofZ^xf!yQlPW=)IG8$X1YK(?>yFx8Fy#*FvWx zv3aeF_O(?+YuC_>Nb%o647q``)8#7?T!+tUI%@hGSy;3~d9%9eg8{C;@)EYzuAn+S zi&9X+@cIS>6|30$UC|5~?yMUQw1~SKYrxspF-&5#cX#j;AO1KVdf!hW2nAmK!7Cd1 zr}Qbz)#Rg_vja)gf{A%2@{{bKVz~i`h<^RDw4?KiQrH=PM{y3g{_64-IHu2r>Jb^n- zo#OR-;J_hN$_*Snd<<7sFI&+sF8O$ZQAWmocXD!!JNA#i_i?2aAUu@9GSAmY3sW9H zeiXYqKCc<`n4O)&M6bj}Od1nzUg+5naOcn@nV#w}W=dqT;tRwwMTJ75+*bu479Z3_ z5VZm==ab;Vfv1YEO5vfH-%O3kB0lc{Ev5>EXiQ@dc@Qu2zt zDQJJD1vjaHI~=h76l*+C@#UQb{{Me{6bX?W`A(+bXESMc&%zCc4L|zB*^KNbJCwz} zrM;1)-$XakW>UQ7Dfw?SnjC9Ovv;}$j30Rn+{={iKW_e7b3MhsZZa+s*S5EiBoR&? zSi+I1aa5TK9jRuc78f24B8=DTe6DT}Vn!8{nm;u@nZ`tg<0Rw!C+?+?Mr;#HVw_NJVQ*Y-;~+gxrYKPZ1rl#v-^Ol4 zl;;2+`rwDrsE?u3A8=uti>TEys`aX(QT6*wJ>X%~djrLM)WD;%xCjLn7w7TaH_jsr z%6R16kFwBTo<)12%$wg2cVJC2{I_}RDIe^6*WM}h-}iR{qZ`Ja;+TnZnKG!GFxKTu z=g;Qdg(DmYO~tIuEnxiAy~rkJu)Wd3`HL&Ka&;5ELBfpzk2U+C0x0H>5bvD=Hf>4c za}Y|Klc#*vwaR}=s`{kFuE*Asu)f11(qFFqk4>V1EqQB1l#qIXvX65GCuutAH%78@5JK4B|QD? zvv~TM@8jJ06?A(8hNsYCqd<)glUzoer04qxfUq@`A{36morUgJi(FAAz=BRB>Z3M% z_VyLPlTZFNe(JGD(QG#1r#r=1=uVp{CD5P-ISKvf>alS}@YSvM4QJZ-QKDo#7nt!X zxY+6EL@f5RW4Mp9)d3BkPXM>E0?f-eHC}#aRSpblgM5>i{<5mY;|^h z?Yh=@FgGnn=u50$K8;ajSF=>2<3px)7AQneL1OvLVRcv;~VyNA@T@;ud0}AL6<8H0NOm5 zgCte3FZINwt|xhr1`PA3xfWr4fK8^QW6viIQOH)}i_b7gadBm$SVPWsWdnU#%wyBNH(!TU*hxGo z3sI*8HOM)MRxprU7cGiwDCE9O(at3PqqG28CoyyV6%EJBQw<|_Hb}dB3Y&x$-?8Wd z2tz^A^GD@RhV~$lQ1BKi!I?~Vpg0krH6Mmt=wgW%PYa_Mh^wdQO;o%SntDS2B`$e1 z^w`#Na%NglPx?cPOi~G;!1D4kmX;1-tF?twcioB2jcW)(4}*ROSFc>c`72j-KvHMz z0O~%1E#p!a5iM70{AYY(3ZMVQU&3v--GS3@zN`}eDCWW!1?fB6+Zx&^@Ts5uc|7&q zZ(?KP8m?bm(eT>>K_LO%@t4|CtDulrEe7HCf=$t{K=624OM!}JLTj#wFyM|qdHWI# zB2!fuhF_CVT5J0n@_eWSSUCZX6-?j4l`{mT5aqngg&K?O9GR_VE~vZAaQ;N8_)`%_ zC4}m~tdHUsLX*;JW5NM7Gwqckuf86|@IE4DuNDuz_(A;+Bbd%+|(m zDJWwD3O$hy+nBC-DD$4d3+MjSCzaAaSSMdyAb zpw%5wvqu?-|Hu*@$$Xrv?Z;lLYAx1 z=2h(OZnBok_|hR9T|SC1@Nwq!TSz&9_AQdmAdGAQ!*ouZ5i@iTRn$^8oV3OmmhUNw zM2XKCk2NzCq~1X|I2|X$QMQ^E0>wVPU!6v8q?`ZPPcC zKCiVC^V%`@m-a#yWYlwp=5EFXJZU?R?zv{rpCoD;2+576y@Qo81tV6vH@Z+j9YJdL zux3Y6Qf?j55NQ}-cD#Yd?>U99JoPMsKwy5Vgzj#Hoy5aTgAk?m)9wFKaWVlkMa2Pa z=()^DP2t(%u`2W^+Ny#2yHs;SeK7*49H!A6(+4%ZF4dYeM%zc|LTY5J#-Qd$pwB0B zPQKmaM};H*D9?MRj;S#Ae0CgN{(Vto%SU?O`=>-B$+qJX1f%KWzHB50FsP)0PBi)` zq8oERRh+BlF%{{9atN>IIT6s0_jt#y?TxQ^#}6`JMdXmZnn^iVzvbhx!FZJ zWFvic<*BBnLzoI=qK1*(lIYSj{!4ldx*rAv7HeecJaGv{#ntyduB zK+ltRxN9bc9r?F=TD|?fdiw#zd+kvTBtZnY%&DY<=_4RGmHsivuRE<~O7U=*ZF~3|3#Cg8vYiSF=lICvGMn;K$ zLP?bNCN&42kka{5ZfIf)?t0tM1p@Xj^|%AaJZ(>4dUjfG^2P#8iAb3$z0`a_MQ|tB zF8L@Y2ubCC(8ku8AEJNx0?LgE$mxTaTRMs(Czf#c-6!$j{dZyg`c?e#AO8uy_tZ1k z+}>uc3_<27IEv#TA6SE2aoB1T6tNiPxTUQlo^L zUU}t*xa;IGOioQA-!#F6bUOa}yVK`|+9-};smjiX#)kt#s?3FDl3YYDPB4fwL|zQ9 z(!gMta}mdv%H@E3JY~@zR!OxM4qUswj%S{F9{1dJCqDIaAIG61$8qfVLA?C@_i^#U zCGA{LK*Y)WbL0FQ9Ne?)A0aMur-4X1ffiA5%RMw7HZGsXxs^9nhn9ji3fPB3oc-Z5 z$bDbW8Vz&dBu;f6z0l`MW}vH(!dI0@5@8}CNDd^oH!;}Q!0MYnM0;nQsROxG{=aND zs6DayeKoX~23+wjLk`%fgVJwrW9`fvki9MfZJr^Wc_)qSqEpNo33UZVx=aQ7e{?~c zMJ{B~Nyvq?o4-xc_dwFz1#SXNcdgk@xWg?p&$D_uVs!H?5@-jVFml-HYt1A|EFu>m zDUj#~ zV&r~|CMVoo36&Fw2~X7gNVr>W0(YCd$O7FVG@qSCNJ)&0DJZJo5p(eEp*A*#nVA{1 zwp!?QI=o{LVr0-CU}kO(x1PKWPyE#rZ0Sk-VNy0v;vRNe8(6(^83zyFis7)u{5<+j ztnyBCCd+hJ3VfJT7jJyL%8+=X9P|c5MNjbrHrB6WX=#a*qr-=fVrBU#UVr5UY^<-T zB;E50XqZsNG^TNxLZ%M7JgpEX&BkuV#O(EEZZf}KJ7KU7Ui_ND_8*;n(;~s~~v&#nm;m+5^A~FqO9r(dJD6!mIk z#gBd`JF`7LiwPxCA|>YWCR0r^jpi^A{3>ZhkX}o4T?uMRX^VZ*-s<8$!(C@UA>1b9 z$hsVPqMKgnpu{ucv{E_HP{B4S1uX1IqIM18VF)FFN}myt)o19j5TZwRwD587!;fI$ z$PrvTe-0gT!tvDDnycTV6?W6&rZhzi(ug5yW5($ppDlD2`1))iT7eRQEGSA61#*c6 zRXxY~V&sEO%(M5NsRA1nn!~Vx-T-*+2e0EjkKB(3?!E#DaK=W{|N+CatOM?OjgztF=0R*W)J+ z~MP4kG}Sm>G8>MX0*&AX?Ud_Z<@aBT+$G(;s=yqj=)k z=THd+=9?w%O15@mOf;*ELc*RzF?Yi?gBp`X$|{6G2AFOd3gKZ{yw-?ROGgg_I-WLu z;ki(>vs{Y+vr4y+)GjkwT9v{n+@q&T5M=M0H% zl1@yfapY7oX#wj5yG2oDz#T+A1Q9LY%?0!RUnWSod)4iY=zD(kv<$%x6 zsp%QqefKGhPmS|=`Mdw-f5X+)3ko0O#L_p6slAUkjOsr3WdC2eE6&Wry=UP~A2&Rq zh^KE@v!WKAR4)Fq@2_i%j`ot3k!NFGd=@UHhfh=)G- zQ#f#77R|9LR#z_JfB(JT!<%oNL%XL0`sjeA&QPz{VQ4=k|1>nEQWZ&DzVYnV9WR-? z!><>IeX_oI>O2W)^BfYZpCSaBr#Z|) zh}}G35suYX4}+9=-XVp{7-n@uBGD3&J_n$AqJ7BCW^7xkk~w{A>s#2}?c$L~-i7<` ze+aufoA|f?=3irHr^7;uCOKu~?x2rylE7!H5yOnrKF5Ie)U`7}7kWHoWRJDkRsp2Y z{5lDSL>u3ETlLjZqp%+I`f&EFnW5%gst+T?Ly!R57tUep@+FH*;VYmZMYx>>VTGDJ zT~Xurf`Vswq&1Q2%9w`uWzwy6yPHeyB>Fc$+@yuZnsq-aR%c*5BjuIQ#uq@8j8={mGj61^C&Kj0x zmN8bJgb;NMx*fhI>JHF;U-B#Hw$`w-wSrh=@Jb=lK?Kq5tCFkkwAqfcnGlTf&sjK* zeb7m(A&OM@LsPLbd+kyQ?&-PgSrJ1j{(*V?UJzn^tBnh1E+I&Ll)Vs(VHuD1W86u; z_nlR2^}DzuPH{EqBdV0K+#JVvRj_5KOmg1SsL)7>*hIaeP!-HsSL4KIXR2IW*e!&0 zTND&I)rl6lMUXHP-E;Z20kbJ$D*6Jw{??NxP^nfFtx2C#y>17!dJVn^u)BR7kyuv+ zb?wH2+^`0m1vA25H^m+U_0OG{ML2(o#6miAhUptpLq=&0i3}m}z5@>(FJq{4iJjeZ zv}BASSrG7@L^F zR=39;xryc&B4kYWAq3*W!XX4f1+DFE4EkNHUAvBEV-n}iox^skg^BS=?F=KVWf#$u zJWd`}frW}kfo`ghMHgMp;=(fKX6I2Y*OZ9xo(EBr8g-RK1YzJr$VJi5(+C50IMI8# zMP69cr{Wv?2GVONDLOf0M5)Le5!m8EYa@z=+>9aZDPf8azHUsB#u63U1_CkB4}4&O zimOZGY}LBmj@AB&9K+l>x5el!aq5SbwqkFclk6%)g|WmHHkKX9G%bBV>lDBOijcV_ zXs5ev3iO1ap!-DV$jnk3Z=S5b6IcK39zTv?*{FVi^Bx$@hFpPf3%TEukOMa+%OeN_ zr$A?)yHC<@KVLT$ghRD4?_fWtcr%WlSwoDdp+Q;C)8bnGCQ1K~p8OYSn)@C0zETxZ zMvFcDIK%hPo=0yu#9apu0D~UEuOUkkvQMa>It!UIg@^^)Xko;R#3bQQ4;7rheg&s5 zUFO`5u7fCNs>m5IP3mVq@==uiD*of2ei=F0Y|>ozgpEcb{y>3f6MBQY}N6wvnbRgdGe(gg`aYAFgjlIo#+)x7^ zjraF;%+Sv?d#fp6kDOl?K_=`;WEyyexa(D2O;o9oDvaWWn$_!0l zxW&v9*B;v}u>=7)xyzBvX&QpSQ29aQF71k9`;)`h~xX6ZhVWa=oE= z-h)1V?{|L}&p-DPche{!r=Z_-i%28+3Vl63QD+;mG4LI=j z{8VYjQ&J{MY)hsN9#6w5-QdMkWPqimMZEt5@5O-wi@0#^ES8oIqrKI|Yp=e6Qf&&E zwvS*xb8>qiAs_C9gj&sC(;oE16xwRSR?IXEljcx~E8u$D)7DKG=~@?)oF_W*QKS~P zgAVS@2AOH0Evg(+_ns0C7Hb=5F`!&iFP!P5E2_CD`0?tR6|7IuDWswmXhnIWZ($A_ zbMDxx=pNyly^Eg(S6o$3tCX$P{mpFI3+;1~*P>%l%zicfOtP-K>-v2?YlWy@q=eh$ z$nLh^vUOvB`zfCDwHcZ#QI0Zv0phY!x<*x>`{?)FfsR@l~QFdTBl zyUuoAB^Do}b`N2tipg>n^Q9WPYpXa* zoe>I5Qn1U(gT&h>IDIulTrDAuQchrLwV38jWZ~{5&}DV_RUoadVYg9GD8} zNF*dB<_VDt{uOjfuXti1>lWs;o!r9Yj@yNU1 zgMj(CisnK4%*@Or-v9phVPE;T`%$mfaOYijqqV)mf%)>mB@A|a zw!k$H8i%p5DpQfj)koMuu-d0-PMIV*=SF}&GYvG}>=8<-k%!D6UU<3YiZ)2aP!a>| z#(TWA^+;v3mdU1*3I|+-r9w-YlYfE@XMu-|{vHR&BB3;cs!hCh<`QBVV7^&q7lUEy z>*L2OisGV}9d1FxoR31=ZK+~cQ3Qoe5ZwzdkZA=iNkB< zM&oZvQ@)u+-H!_U9}%zH``-4v)lDy35Z()GcM{$`#eA`+?6Wta9!cVK3?y|zU1@xLf{V~urV8H~7b8`(w^}W8p@81s6jHNPSrLZSGHUfQpJU}ph+q4)U&V_r zJdc-Ncv>|;Z_@GK_kOtJdqd*wNJ%*Bd!)#QVhaB_MYDJM?2+FUpJYGO6bEmZIgSme z&^dwc>}RBl;*U)*`f_(`7u_CFPXkNWbM01x+*t0J>O6I42^y2<%r}zyL=8B>@>twY zvRGEmn=`?%OzWaDO#lEO07*naRPygGCQ!1RH6eCnTm0grw3BOJ^{agJ`g4pO4%SG`&8`rzuxRvfxT5dnJh%B}aPS!+Unvs`nW3kWVoUay1nyx91RbrBq{F+WEt zUVIQ|?8i)A+k^m88@RMJFDo{}MHo$+FxE|4FT~es+-3n0<9kq|P9NEsWg|fVi$21pPc)3hW->%3HAxHPnT zh|E-C?349en(Fx_Ie<2HX4Ls7*mz@n0<-gT%-7%AxQ-KJ0g2s9YVV z)AZ!snb{n$0gD9z2n0ZY07w9&NHBmRB}zKSUwn>_zxdex;!i%7tz^^EailHTGDT8g z0!RW_EEa)CoAb4ty!g+5BPDI7j} z7e>RBtuVjvg)i{&i2`u#+78lT4^cATjyWL>f8#W z5Nh=~^m;9XDRAi6Z3yFlyS*F3A-ZYG&MMRG1huhHm1v+)LQ<{Q3Ux0Dlqsm7F8`Rh z>|7?6`K!EsM56@FxQb>_Mr?+-(eJ^ML(234 z3~yXQb<{;K9Uz#kBaX-crNg}Iey_{uF%y-gXy|lGNXvqd308cJo#3Fv&4Os7_tq;F zwpnusGHbJ4m8^X41gnpSS{SEbE5ZxUJ;PcPLNN$AxEiwPV}RMId6WVXv!weL?F!QQ zxn`MfX8OIZkbGoLpUp$u9qq}g<)(3cPg(2To=vfX3K^DIyw6~4%!D@(6~1elc2&9Z zkfL61V)eG$S&4XiW1YLBgt8(1ov;+?8Q5IsgJX(a5PY{cXX2nB_LHtt9s1|s{)Y;F zr0icV1?-67H+SPyv#kh(xnfipc+DSoqimM#eq^#P(HfQ}Ow%I^OR}7$0^$89S8?qs ziC$K4>_fNl`beU>Cr=*7=Rf}i{KcPr72~AG_vG1UU%*2TJ%nz*qn5V@SJ$rMxfh1CYQV z2?Y-Go1*Kh7CIgJFbMMJ>^iVche&@8lm=dMzSwUj{(D0sD2rh~<02HrO)*g)BXXLV!u7sTK*|G)T4YeO;usKEOrmGBFz%9m zro;qJKd4wX%9~A2s4j!^q}Tc38W|dec)ApHf3>-tEXM;yi$91yw6pgW1Ysc#c#pZp z?vCd>ss6v$m(_x|EvyZNg;tMk3VI*;b=({qO?n9xvRh(R2 z;`52J3=8x7ad~~475X>3D#)qvIO&6o82l@u-ZWpR=s(U9eB`kY;L%4O!|J^!G1X|` z)8P>R45qD`m7=o49)Q8aFPNmgaF_bw57y>CfPe z*Iz@YyYa4`&rhPYxCWU+G5VOGnC!d8Wg#zlFUXMmG2U$F=TE}tKY4Y~>4fZlZ=tT3 z$NcV`11YF73XPjr2|K@#X+vl-b%wALBQbJGe5Bzy!9`Ld0(uO?3nGR52Z+gR$Bx;~ ziyrLArYsU99iqKGGHhP36Yi)crSu~u=)}>cjeuZnOA8Asf+v;al#>2bc%hy&sI zM$C;&`To$GXxo4KtsB_Ls_63?mvY6uL`wXms;koHR;w#{H#o0Y3Cv!GcOYU3n4M~3 zx>3WQfBA>l*zDuP@e}y=lV3xr(!fx?q&e83Zd5uzg}SoQl;8k-7t8u(mb+|G$R^4ly7bn#@3D%yNG3W5E>U$VzYa#bdschB z&WUb9K6L~AyA;mu#1@K6A-i+Pv2<)^{t8rFEtm-MeecYPj}>|Lz5tQ`84)dlzOfP^ z3(M$}{0k*EfrU3Bv+kZ{+(tCY^HlvjDU2Dhg`@jML4A(`yi$Z{1cr;dL_Tx1B9p@@ zT@q+CiOBh+Zam7potm9Tb9M&5@x?FV$Im^7(XgkE4pLlWI6TcYf}|a?$r98{e`oQvGRBQ7H;~Iv8l#8JM>RS)z5If>&RHYVF0tf&T#os0Q9zQpk@r_GYJ@tHy+Ldbz6X%=9Zt(LY?C>=kt)oV&OV< zx!_qQK64Tq=o*@^s9Gw@{e+nCD7l~}71ac1`p1q@dx$dDG z`&1y1j&{B(8&?3?gP$$;C6!`4HBzV`HyYx?*~^F@y93kB64tkF@Li^4nLO_6RoH=veqZ~SeA-?gg@8F3izb(c1AjXTYp5lnEf4!wm z7kYx%6v1P0@l1f*KT<=rln<_NJn;=Yc`CsNe&z~JlrLeLQ4v-XcTwODRWrh9LhX?u zCQx)&stK>s7X##)8u~r7N1r@)3~``(Ns1bvzb6FNXfR^!B}N?tKp!0`@&^q#KqYgX zMu&|OckkV+P~fk# zpp{^EB`NvwFd?|>8cfy|VKexo+xI(t18o4BKxMyI!NQL(J%*=ASbr?zi&25bIE8Sl zpvgh@y2~poOnY+iRBly!^XsPW@2%(-R!~qAS=HoIdB=p`UH?StWb&d>s@86FZQa2L z&z?DlOIw?G_{4F{bUJuw=>Tr*3~=`B+uY2|)PZC$9->Q)0-`1=B~0AI4AZ{Wu3g0J zVhxpQ9o1upar^0m`0%6e$5YS#5QY-!6X=OXSn=@|bGQFcFPBr;+(K9A$quEM z*U%;k2RcZ+n~a{5v$iHTpNuUTL#ACiG>%1Hh<0dI?rSq=9|C=g_{|{(R=ECw^8M)~ zDA6Q%p4INXvjAknIpeZ06^ELb1v&RC-yk6ZK1M{W*4M7%ZGy2jYM7myN3$_4>u;zG zaw~q(nU+cC=Vx)p$z%A~$3KGA)g>Mft(`W;Bk8c0N(QG-y@)^ilRv{&tIeGdQnO9Q z1BUqX4b+YwEgHk&7-h06(~fzt$7HqszxkD*Sb^NV;96Cwr5jC?D9ZGE1N2CkDvVII z!qE^qvDiOR*cS(Ctwj$uD&zFp4z3MDq-5KZ3AdU${Oo)XsAoL_4=?k*bhB6aLI(_0 z4P(iuwzs!&+tJ%FJ2QoEKKT^JX)O0$10#A{i5wD++=ivw9sq-cokgCC_K44Qiuvd& zjJct36xlv!7Wd;|WmbTnX{su~DOdl%@V+j3*RL{6m?5wAY1H;DGrx$fxsow2Y}B>k z4idpM=_(2NL5l(NY)NUo!{a2X)DVPa4k+AaT5JhC z0U+n6T7TwwQYKJg|Z;JXwxp zv3ks$7NZbzb`Z(Xqm8N@qdrVfN-`DNE1sN#_Q7{gJP%i+IY*Ho*!4cP2n{hmJB$18 zz8gP$<{6$dBzhUBLjP!}3jSOXGz+?1bo_gN|F`g&&u?)#i@x|5 zKmS>L>|;O6FkIRm=or8DtDnc?kADC=?H-mF=drl2$;sER{pJ@@tJksr;8FaY-}!sk ze_)9NoKJmP&>4%12k?oX`&q_UxQ@Qt`2_xKI8ha=G^L5S;7f~S(gBcpLqcffa+P7g zgscea6$FDZ8mU3+`gQc$A#5$iR&U7TWvVd;Ta7Wy#(4UzXE8{62uEWyMk#msn~6a) zB`BIzT2O$+r9~V#yo$A}=O=iiq|rjkCc|zI!(Nv={y~MGnjoDrH%2VGv3ObzsTG@; zyZuy*ynJaLZ@hVyWNdvGb7VtQ3FQ%pJ4v)}3B8$VR3Cc`wW%ul=ifjQk6}qzt=r{2 zWi;rs4P0ECf(;@rCWEyeq|;2rqz0-Oj)#maNgX=Oh*+7;w0LD)(RuHH(MiV`wb-R= z4dNJevRI?!!Ej$4Wdk$~U57m zC-OE)tP+pNkz>UsVgagDtvt!PkajV)4JKCuU4x15Q*BJ);Jx=^YcxP>drOMAgj9$^ zF4%K2N_znNpNr@#kKrKLvsmKSd*q3^QFuEgYe^#3uL6e+`5a>Yv#`%IZO_PFM@8zu zS%bQ@$@S0o4)z5lkP778q(}&kyFJAERu?mk8m@13ap}@Iipa3JxrV#%If++aeTm(5 z{-=NOFVPze(C+l`?DH=xS|#+|AfosQ^)4vvM0rzj3RaD7Pn2ut$+2pe>iqpEusxPrbc0cE6w=js==9r2d zQaE_`$^LtJy<4b%aj%sES^oSzs;59hoXClG!Szk?!-Y56J)r--zvDX{lUaoIiI|{z z+e}o7ndn%nV`a8)W z#QIp8AMX3O0LAe&d||S9TomRVcl=XUWF}E9QSo;+L}Tsxdm%ro>i^2|r#}>$H0~-8qlh`5Dye(`YtBNq>y>X$So~H#fz0b07cMhjHTM z5e^8pwzo0pk2L8IQKIB{G{9ee^{cpi^EH4bQ zo6jXz;USo=TbnD27a<*ma;`3n4CkcalRJzF)>}K6nTj!83KT93?*4GsgLjz_2&-r; z9L9L&0NyI*A4{P5$*f>@40_GV)tnh;zo4h3#W0%gNtpLwj^ z7OC>TjI^_f#iJ)to?p>`MC{3|C|*f-DigoOq~F7!y@PRk3!`2e>8LNyw*b$#uH#*- zMEgYAAS^c!mMgv@E{+uu;-wV~);5t2y1v7fbMi%zx!jy#v8Vj`m|Q7e9VD#Zj74{X zx!I${2jB8u-GJ2b!A0|I@uoBdYh7@b&nbt@$WbXM5F@NtJGLy26^ek2QGE?6n2Zxt zY3vb9iyS$q>YNoS{l)U7);5hMHy--0R)v&Q(!$oK`%eJ}1%!kYNQ>3|3CBb&)LJbb zU?O43bm-47EizY)xZn>z_yGRqM?c`_6Dl=;ubn%7L$wgi#11ZyWR?;OR+1(zeVTDK zo4bQ-DJIV@<$_1X8ya;Ldpli*vz4nAl%g_H>cS>cz)aEs7Y+u)ltrw{B@s{!q738i z4$8GztS(PubGyYIVCqs-su9ltvb1ELupQ&@fjQVNB`?fv!P1bMPHc5B|_~#!UhW?<4Rl)_F6i_}Lu|J@=#R#jV(xe-Vs^}5 zOt>4uiYtN84yYoZDzu)HnGQS1d3FxyA9E|Z0drwPn)7(LM3J58tV1*J_IES84 z4>q(ZbGhkWbdjJz32c_4HaCxzlXqgRwaucK&|?@MfhR(c za%H`R7fxMd%jC7|Yxw#Tf6X+ZKl{3I{ASXth8}d#pnm((}^-%T#>^ zo2RcMT{K*L^ZQq|fvj3Ww!MY{#;BDjxfj|`O2svbQ(2rcV{yNv93!cekc|>7PghYb zjd7!$vYt>mQdFONPKCy-i-ht!5qR_m{Cljdm4Fu@wuPcOFv;VG2HpnwbI5EiNapmk zSV+~1=rM_kQbI(X&5R3AVljHF*IqE@;_r6<{q8RMUVr*0yhm5t|IQ15PR6)CMW5(< z?1s?i;@*Ipns)Mg3f%{n%;(3SEH2z6mR6j1ZXEBjh9<=Cl`9ufQ970F@9h0u@Ac&l zamzRCE?vBHLh7HFA8UEcZWPHxW2Zk%@a*X~fVhmQ<#~MWSAPwE_J{ulSI?g2Za-Od zGtDx9qTT{6c*>eL8fN&n|MriN1kd+eXSMh#Ld@K>3{!;0Nw~|}L36qs zm(ZxqptZG**H4|oxpQZ6&%F;~XQzW?BqEh|Y?1ZEVw(|FqZIXK1C3^bZT(neHWK6( ziSrWDiPrA85}`g_N2@cy_4PL9=Ned;+mBCt{L}c;zxX2z2kkt)cWX@nnN@r)D9n#{ zytWzXj9PT(_zj9<~V>g zcpRF*IyBAAYewV(WVY&49uM35G0s> z!vrkS)o9l6+%w<7>#v_eySIaGzso#O2la~L8WxuhVs37M;dY&!P4u%Ah3ArYhYGK} z8)E$Jw+rS#`&;1-`gG3QZm-d?Wev0#qtB%+1Z??AvEBH#3L3?>vTo{NMi* zgr>p>2`}tJ$4#VTCq<%>21=6nTTe}sjvy!ZVw{wBn4=IwUini;gp(jQP-T6F=ZX*{ zRW&Ka9|oDAQ78ecmr$l_BhGVNR>k53<3SJMpu}9_l$0)r=MsdNURp){(23l}N4q=> zx*GqKUSB8gC20#D0;U!Q0!Hs@x=jxS4b@Zf%wN|E>~r$Wmy>`j{p zl7_@ThXVVhjVK}>Y^X^g!NW-dfO+R7M#~TthZk-2=%1aw}qKk#_$!_bVCu?^xdMiv$}SnYW79+XLSyd1?i^Tv5xySl;f zN4KVrNGvZjn5GVM7Qsw6Fmw0a*oiHV_4Tz2=yo#umE5EP;3x^6b#PYOv8wBu=<&WAgdLgB!dd5v@;+%pQ5mcS5C zg>=)&mw3O6QKo0&AgxvkQjOJvm|9-JxmRA~!VW1>6GDuHAp8XJRm60)AEg2-2^09 zlOk+@POpdOULjGsF3w%Jge<+ndljksQ-LZ7OT5SIhN;T`q@Kc6q-yB~mA{XQJ`}&v z_dqlzb_conX*%Z=*G0?Gnm(a7vQ}q=@UlYDN;B(W@eURaMHMDaKa?n?+A*xgqWaBM zUH`~zZ^-}vAOJ~3K~$V9j^1%MrVmtc=DSZ|Flb?vlu(M57oTNFNZ>RkdRd?-Ln{8K zIJe!w`RyV0)hgImAEQDgyKLkOI{95wIa6bOvBB*cMiG;4bPM<1cvXJ~_ZOupN#ld! zy(!L9pOBbBks;HuB;zIvq+w%184r9f(-iOY+AC4LB@F#1e15Owf3Nqu{l*O%hmOGR zg#Q-jL{25sQ!^}Z>yJlkNSX^{XN7S`FKY7iDQ>4?y#LO;AbIlvcm3>ZZ!$Nwwr=3; z+1C*SsfWB5iv|DjUN;Sj_x9=CR8p5!sc`q}XV2ls-~TQ?@`=ylgFpKzJo6;5arGR^ zqdpqtDw1sI5oE@3V`&`^GHkZC@!Cs2#G#cr{C|J+$9VINQ&LcN&~u6#(^SQ2brc5@ zT~PyJdU_Vy+tX;ZuHg^<;Qz&cdF%w5%_-JbBe=hHG*nva%N73aPP>a9>!`(|rBW`l zrbt{;|1K^%WT=!&*f%$Yot+-eU06dkF5|Pm@Hwn+-oUrM^>x^6G@-#}eN6rz?s?{G zHnuTe`^*9aw^SI_^f}g0-?IE=@(G%M3OK9 zxzgrD-TfgYMpir_16{(L^`A@XQ|9nlFUVH7UH-qe@Q>`Wlz^4^Z;3lb9qwkcf%$#2 zB6g>VC#f}4qJQ^Yx8wc??!wG;ldE@|>)RL)M||N_IU;+ANPXGKAN!l%_&QFVevJbw z>XaF+`j=}>EG-{ocngW*ZERj=Zl-kW)VhwG0Ma1eMBR<^bvWg;`RZ!1vYMj+pusgK zdBpD9m43L8Rg5S}vBU)(5afprGhlRaYo5^Dm`IfQl8OBIysbxzpV z-h2gvt?LtGH|OH#Fg^xCn;3DuiXam4JP$f2ajoV)Smse9xBl~qtH5?@`xX&QFNvj8 zAaGStf6fa#`D_nhvIPBp2kmPYn0qCECwDon)v$2;NmS-mST&lzE0uuLjRE#!-MohL zed;FnJ!f99zM@gUk1L8$TUf&M$`MSh96(sDNw+Boe1M)1+M?Y;Z~Yp!sSwfGMoRh) zq2vKx z)Mxgg+?erVpx%?b5I`}N#Ac{YPif#yVmR}7jR8s`0 zjCUxl!UP3$iG%!G(Ntl3xhzFw;>mFc`5ZD&d=}(QA_A%OJo+}ph*ag3hfk36x{0K~ z(C(ocCzwuBrg6l+fM5hgxZeH1Jt&ox9BPeEQu%3T33r37D%8795C3dR0wr{) z8BNeEudz}*B(brVo_~$=r$7@!;#5+oIbA8EL3>|j&^&%0u4EQNf*bFwW8B$Bl#S5o zby&==*X#0FB1nH+X=19`!ff=x;SinHHlpDW)ht82J9ydE>&**jd0>+%Y%Fk1RY~x7lP^8yH9ie-F=0glsC73^>+nm^^k>Zy? z-L?3U=3Plf5qgILJz}1f|d8)a}SOjK7^iZ~ zjZeqRlj( zDe+IWI3!dLY4T(m9|l>#G$vy9B`VAtn43rA)XWU_-F6?=PrrssZ*5^vN>MAPnzU%5 zo=Vc_P-XPz^-d4#oeb$0*w4$qGoL z%=){8ynGE`5X}nDi0w`FC@J5MfPZHEkCDOx7lPRKQ;}nP%y@r?_DEEB3!CkgVEi=2 z0T0u6|J6fht_ia1eEeO}wVH}`hYudcJ$K%VrG@=WtJTci(?bD8o-rC^%+xLD+J9rG zg*VTY+ zDQG0g|G)6U^H{sKhI8jHa_61HKP~WzCdwEY$Lo~yN#oaADVC1L0UA@&*lDlhmDgUu zx1V|fpZxh>;CtJgZlF??2Hl`P;Kp&eT2kRvM@bb?y3r_OZL>I(rktSS0!+_LVRsCdaJ@qbjzjd!Q`zJg%KPP^|`>c+`9D(AT zbKv(H6t?Lu<`(j2?Wkh zTs##&5stO>wpb}_q3gd(;oQK(cQWlE2-P>_?k!z7cjGDXpK799AwjDVC*E_jO?>E6 zAHx0joy0VG-S&rAzjgzoQKE{{0o&YApqp|+)W>u)#G7xthG(968l7%OFE`~yw^VIn z|AC_{IMM61(cal+3p^6b8uYsu5k!XVCo<;W?H))j(9Rb`TX^y=#kGE57fT)vWO>J( zcf$<2Jiz;jMLPwmf!g_5gYx__Jn*T%4K!xZ>kV0W?DD0H%uf=ucft>ug7Q##PEKjo z^Nk$BfD@mwS^`?1c)Bg?(7^+^EaybO<&GsmN!=lR$I`N` zk+aiuP#&uR3m4={Wt8eo1jK{X$|>nem^4R$Fmk8X-~x{IR*kN>q5X`wg4shyF?aHA zlxG*&CWO_<{lX;0tf*2!*qCNo#?;b&Ts-v(vg_wju1(|N4?T`XEy6cWzb1tT2M@RK zjseE0{P~VbmKU#7#PI-$s?F^~7BcrsYR(=f=LF94k$G%7{nnu zZ5^w${j#tC8(;gi$=w4|&u_Oon3|^IL6zqQ3FYJ=gRGsLuxRiF*NL@OA$L%yV30c} z=z*l`pD7YWQAUKyA&nG97^E1|CU52Ysl!)Ji4GQWN5480XAshp39O9gjMEed%}HUQ zv<95K`#9ScS{JMo7Gr`38oIBks&ZS`k(GNwJdF~XtJ0mW* z1`4&CDVH!GgjlYY(dc$iK6(iDzK3w7)kUR0#`e`qNcwG9QXNkc^m;vX`aMok>ADXr zE@Jh-Dw0l{*DIzckrqNaW^uoEug~L)?A9_CZw(n;mt@Yh#)$Rety;2$eO0Rc!r=_k z9k2m@Y_6fwV7KBcI|V%nq5E+AP-3CGwcp+;gMc}ew@}e z3h6@?pA8|`NC^*F8d7n9X@oo1PUJU*koOgLLlfM@@{i+isY0m{l>3-3GaXO{g|DZVev9boVK>M@#kOp zQ#|?9H<6Al9((lt_?^G|JD8u{CxWG9SvVMD{lY6)|KVG({p7nktfrV8Q8H|DpdiJ}qn`^FID!4NA8`_Vjb1fADkMU4w(s(;}- zW0D|SMW>S1LKMWjwp2o3wq8O+B7uDx%Y{wZ8o$nEC=`2G?za$-PbB=VW>kdwPbRx= z{t!7eefdl3lS`*?X)l80o}eo&4x4jnj*PkrJuC`V0PIC~Y_ts6Y&0-a+7@;r8U1;>vafH%<|D=~M zfd2HixBw}is9j9Hr%2%_xHr-KyRmTtFMjtad~Eq34jwy>T4M@vv&p$z6j$*AA&CMJ z6Bb${bR7&?+w9zhiy|=Wgc*I3s`R8}#A~e;F&8P=Y7RFyw}=}zu3|9S!BgM;CLVeJ zBdC;{7>~Oc4`Ng+Rn!_yb_=0~Nr@27)Oa(w&H|77AXA4h;}O?1DVJC0Srcb%Z5#b$ zjHAbH!BvMF*6`6hVuL}S4Z;6Edkf?~C5mjF8I8kRH@m>FntM{&o zn=5)2xIsEW7?w+$e=J-wf`w3JsL^O>@c{V12Oq%Wk3WdHxoOyOitY6s3BC#9VUR_)GN4h`HEhsRG;H=4Tp~2j(V+zUS|iJ8`rqwDO~wK`<8Cr#rl|g)&kKA?wzx;(?#{d0${}?4Bg_HFjd2yC7 z6_qe9P2t|3`84JZ--&B$S5!c2jP><33@OmGu_(W4lHtUm+@cU@(r^8Hq>|=k)cs;D zLDBS74a>{(xOCw>{`%`*$CWFax`}hxEh%XThU1brR7|kUviOXrg|JGFuZcf(ZU`QG z(*y~;nyypL7Yc*~U*xhdB;iF)5+$IudanFz)Q_7!JsgZU>8D_jRk5QAdvB+sp&xJ5 zrRCxTZxqt?WMxwa`BbU|-$xY)>{ z16ZX5rrW{(m03J^{5E{;+fQP1bK3{onJtzpU9y?Nxt6(ZoPbp<7N#3Gxio{BQh-an zfsADqP>2xK8i=Q7gjN!S9+JpBUP=-Op+be7bbyO%*Ko48jCwgjHY6vD8V;?lV0&{N z?amICmu6w9STG(6Z`#fKK*YL2r>T()q(W^(T$42m)k%WyHN*YK$i|5;Dy8hRqWn4| z-A@+qR6aGMCI%x8Oi-=ybEQP1LNIuOzzH}V^=buiJcZ4zHnNcmH}VQHl!NSS>gd=T z8|zqDUR75VO<30VCvbp1P!(-ov^L6@s% zg$qZqygZAI!2pBa4njj~@0gzp3Birh6y4z%QKgBM{RdF5HL$VWVq^zV2ngCp7K`0} z-*5X==rl?>BJ>hdq!?Oh*luY&rZE>61mlWpDfb7tYw4$?UNh5-Mq@5`6sZvo6_dFI z$|qb70DM9c<{QWD z&+--Ca$#NKfXohja$(h`&LwGqcK-cbdWQ~>^=qDr;o88Lf@#iYX>JSX(@dVUnbPS} z)iyAA=#hu$3|5!-aMU-pSm%A-*UydRL;ta`=(mZrZ|G;FvWztZwGlOku^b@ty)cYpVH@AZ*e zQV`r;>^_^NSleh}WBoc_{LyzXeegCMIeI%j@ZnG5_?`E&b?)PrF5rLr{oj|SnvY*a zsML*H=bmLVXLTBQDihOB#v?``GPTIWI^Tu%xVm~6XU@EeQ>Rbk%YXXs@Y}!jyX>qs z=(W+IVs2#v^=eIAluDvORU!mr95F4B;QodYZjlrPw7Eip=;bKFv7@V~lP&Psi`d>7 z;lP2Dc;7=mgKs_cS6pB)Ce=LTC*0?EF{j>3q3qq38g80jn0)qreJSW*p*S}Sg-2rx zmYODSnz<&RP?dC!YQxzdlArn$Uc3$q*Iiuu0yYBy^P*jg;uO*LTTK_Ah5JwKJ;^QBElok8Q=A^sb zXBBG-9=H=qg@-6+*igpR>mKvOD#R;|V_dv+24DZ$U$X+dL->{A1`Zy&jXP}@uAjl6 z-zf--7~zl;SJ&ohrJfHn@cZ~a}&H>c6G32KcR zi{1>=3|D(&45nxC3t#+)DDPWgb#&s6Qm2k4-TLM_2BQJPK+|-@)T#3*jC@(iAR=2`rMfA9~nz170CwM~YNO6*}2UKny0row@`Wt2jt zTH|9U9%8Kiw`!G06F8)Rb*!*lKPZK2A&bRGCqkxnJ_e)yKtz*}+plntqtGBqLPjas zIAxq%QKyypNO74tWUQQS^&A3G43$Mq#~uY8LEr_yxO1xi$~h@?kYKjeCKiq!M{Dg0 z?4T!wszUG+SZC)a-Ha$K!J5IY@nXEMtP3!T^an7%HB$JvQ+t*$EZ7D0DOU4^3ztq( zH>@P75Z4093!TG*c(xBshL#!gJ)`1DW@OyNL58WR2x+sde6EyL&6yIR zg#@c&dTx=*xZ`V3*|)&=?ego-;>-Wnzs3d?^n#Lf*C=Qg99co&P!}%Mc@PAMOtb^b z^Z42K-G$@xQ^*EAjCx&EgA_e?U4bZ|X9YVj2SejzB9lMqnopfNjeAe5;^4{xL*`kD zz7*l@i)V59%0(Q%{Sc2QT5n3_NIA7a3!$}!s@*J}M_v}`Na6N!`kC5ONx?=m3`oe+ zBIdFxtt(V0g9_#(oYakZ&eFz4;($?*VVDxkHx)a`$Y9hPp^~JiQn$R4aRI7au48H6 z6gD<@Fc@SxqQ*L{jT}rJmn&$KfauH|(+ZeJnocGr(gBc;W2O`WPQnxoLiZyK90jBx z5E`hJ8wpVn9DY1zfz}bx8+e^4V~|+PR0E#hr07e@_aGhd*~Mg5kXnx<$UDPsu4IVH zB|P>skHQjSDa~YFPxM2q-(y&_gYBF|J)a9zoG50xUK?FYO1xeWH}dqU^Jwq%kx<8- zx*D|qAi_QyVV0aK`a@)CjG#Zn^>2L@DQPj>bqBIxA7t;)CnbMHDN(n6lxCQjn#2CZ zC3e9narasF5Ge{dhZJ3V=-!P}jKmVx%#j zBw8TR#HhgS^WFYJ@L_clAS6Tv3->DGukf6F zw^WB7?X?+l-5FmbFb)e9ptiVx-e@fI#7e<8(?T}Q8>Wf5C_6GL3M%Ln6411JaO?-e zK1v+qhe}TfnY&8G*~w0;B(TmZkoLN6FAv`M7*22HCN**6uX)eMrrqB_;|!xBt2Bm4 z0F+{y@wk`k#}trpuI$V3-f@PX`^3jN=6UnXY5bFa_K&zZ@c8>bh~NB;zl+s_M{(@7 zkr3)n)W``ay!XwpUQ|1I-^>yalIdp5U;r7F;s5Tlf?GBI2ahi9t0%#LJ zbp?V_4fh>Cj7t~Zf~6u`+ael82(#iEQ+z^Fbj+-~9(6n@bYC5X6`osL(88IB6OC$R zIH;pKrRbQ*9Fl7HJ+!&-Use=J+#?Nqx5>!APiKFx0abk^~+z-5t3H16h z7SU#>?y$^GR?-Yf8A(_tgh5>8=H!bnyo56!d>eP)bsyW=CfqO?V|#N)v^rE5sqc0c zjU6RMH!4mo8aE{9%Jl81gj%J9m8E?+f9^V}%_e^NSH6UDrHUt?_zHUct(%K-@9{af z*H1Ht-l^D=6M>4qn?!l|f}s;QEhPPUacNhvzEGlcjSyp;XIyT53D-P?6scDatl-k+ zb71gWnL9+OEW}2{`dIlk5Z)b$swDzMR!F7@JTYvQ6E{)#PxW81ehpMg$rK=RmWu*h z?T@4*OTi^w)&7+w{Q9r{0)FvxA4PY&jn?`$Ckxy$O2)j|ktRUBS?6awX8&dp-ePF} zI6*J%;+dy^j8m_l7JICWgtRI+bo3~1@YH4Fz@Z@AFO$IWN^L#e1y6 zUfthW3m-h>P0@^l|KI(4e;cOWB$ZmWu#G?6&rh?$#XGvh~(Q*`fk zhB$Zi0{cF~RM17 zbRUR&Pvh8dASX6uw1`Qe0!r&hL}1Q}IML7;R0!fuYP-ZObJlUn7j^%iX|>p}I{M8N z7o&?Kl;#2rqyr7qUBZ%TQHy!l`Z=5V6`}B*My!;G@9HXpdUAAazJ9H(*jMvqAb@puVKBrg;6Y@V{xn0Fu!?_4)N;SuK?95j-PxCajD7+edhd|jqy4b zT-c+IzoIATyP7Kpuyx^WwAU`7TB~5HTtSOEzNrLw#p=7W$8t#@&$%qak(DKU{_*$W z$W%mxP>kaUhv&=KIDQB(w0kVt7Q~TX=;&e{d{D&q+_Gpm*ys&XJoTL);Fmx12|f?v zzY;BIWAg@HdF5ri@BVvW6VX)VM4z-rnAb-CAM*G}5`ny>FCC-B!g`S;R#yBY81bxVA?5{J zgXNVaEUe5SC6|cNn0cAV*-Cy4IpIYQWvAyt^NTbdMhO>B8J)mzV|r#4y!F<3T)1!p z3asJ4Cr(LCH^bF*h?#PPN+U#VT*n-tF_5A6>YGSrr(vTJ+N3T{oc-2*xMlzVAOJ~3 zK~yATUO$av(wJG@zk;I&S26B(kTfdjcM}-u=93sC-RBf21rZlbse>6;Du}ZohGXgE z5(0o#&@)MpT-W^Oz=B}y6-1>v7th(n=K78n2Ep?&U+t|=Al?15E{V5=dFKk-Q3*+P z3Rg3O7A5vUmRk-Q(Xn8pQmKTg=@QE0AqL$RD*ZmnDniP|)ms$_B%Nz>RR)yRnO!$ml-ZuS%(#Jb)H%|*~5 zM$tSzh5%Mtz6WQ|p2x=KCiWjZgt^&$9D|8M_Ykda2V)ZQOvbpj zb{)wb$M!tK$t`EshUWftLbO(FTIred8W>6X9MZK>#7O8B7RYpWBoJ2v(z+N9v9fg??ky;t+?H4r2Xk7iCmX zvSQ;4Gb&ueE+|GZS<@o2FGlC_vVU*!{yV6xqlDyh%*6(p{1;FLfzltu5lT>~#u_h< zIH6(4ExeF$_fwA?%KO1&dL8L z^D&xRhu-NLe$qWF(lH#uH`n#P`8@VQSp1~dUflHJ_krEc4Z5QMuUxu>hmJ1e)N@bs z+Cb>yL2rbFm3@JG?z|g6e)bux-MFFCSc>viQBRBtw3BlrzptWQWJ!vx6ngCzD)lif zH=%^`Fs@uWkBb*B;(OoyHf}$990PJ$W1HUwDipsYeTjsX1|)QgfR_+N86;X@pkBe!PR_a`?46l7@!7jBRrd!Cp-1w7x%@rYCW7g^S7|hH~2 zaBb~rMp;sCiai9!nStB3NKHK=pec9lLzG~d!#EB^`M<IY1))vR>$I`n>0_7}?5?tKr;NXdq2ucz9 z{T;M+Hkji}oV@S<=x=cG@+C6&uLTiIXaV zHAbv7&DX;PCZb}L1P09%5`jSy>VcEmK!Z6-(z67Y&%cT73vY?%G6nitF=R2d?vTd` z1k4c|HQagUA#=j%&V zOm7-)-2x&>Kk>#%@th}`k*Z!|rN?J{g{gxSS8 zq;U=H?iSN@QhkoTvZ*U)$YP!Wj_zN?XCJ)_2d6@qbR;68^gN;nw;x(SyS4Y#kM{-bgG~fsw$3121A3a4|Aw@x71{ zExCA@6U7voj+12}E5BiHfI+v54!Kth`zTk0QZP4NL!~s0)^-o0;XrqRj1weY`e{S1 zHqmdl*shXz|0xr4Ghg5|YH4PCmD53UEXs{0`WtIPfpHs%hx*c-N)+xZ-Sl>A8}03F zaigHBUl?FK$~ZZu>q|62rh7lsbyOaG=GEn`_TDHMK6%fbY@wJD1tS}A(g%ZFXiSUC zgw7D!!B{xItm_$j1RAeX4)zv?xVE)}mtMPwZl^EG?n(vH<~+_01~}X6^AFRd8248y zI7H~BN(rN2gb@{6sLKtYH6R;NI==w(vx|7_eeXlRwZlSwuAiaqFSkAly(ta8_6n83A)Yg^q?JM z?+09jvls3STg@64aY5gN*yy#<<)Xao4yDLqp%I{2N;wD|i~?-+X^zw})tqIdA9_17 zZ?u0JsS5sMQ6Gb=YoK`{LP%Rwvg))Z8O0rbJ?942#UcEHoVV<(mb>xK##qzRn z%v*$juEN5IE#hxdBCd0T=pE&16}@hk;~QtgWQ+smx@06|QPIt<8)&s|;KIf8B0NX7 z$ca@BZoqpBJ%{go?+Gj}EwQtT)pHyVthXO7z6|!Zw8~I;Se!70Jio;x#&Ge)>bk+j zN2ShCvQ8GjnJvlj0-2xmjZ_$X?9oTjzxXYHbOuab+_>;4g@g(Dc+HI zW^-zq5r{!4V3E$ST*J(4fTig<^tSsf5GM&)Sh)A{VhWHJp#sL?K(MooEJ#=k zG6co(C2`tdTBY@N(7vd-$8`s)=i(_$nwyAVW+vuQPIKs8=qOBFr*Y|&#y%cDWpZ?g z(LLDhYIb))ZPzo{)#GuY^G){}8f?QAoWKZA(lKiF6Lk6+R`wZeZd}LA+&(lL(}?3T z#-kGUuN=fLeg2p5Z~pKPu(`Fa`YM(SrW|*wvl84oXN_v4S}zz*O_H(Nja_{T694mlQUG^SxpO$)2iyvp)rpVtf02&&er?8-*E zYh>F^R5}(>RwoQ<@X#See^iJuGMkN^gYj~ytVtDSz}IrcZD^#*7^dk2-~WnnWq8yGqi5R+rl|I^sLeK zDa+St@6;uupPUm8A6miObY1i{j6#d4i%;ThBjw|bAl54kiKF6xdTdkGa;)pWd`7EA zNd1AhgK6@B+;96fdjolcvDX}E|$!KSF6G4zKZ9h7V) zg8?Tqv{_Pc%>h)oj9#aOzxkUd@O%IBKW7h1Xn?c0yo|+tv*^*HG9F9d>*QIKvur%f zPX>m>5qUtd`vH39mvL4t$h-f6DJ=Si6Yl%&c^JR)OJBsWJK#>>W@`&qwp)lRF~)-g zSKDpWr{}PL^#GcU8m?Wuz=BZIQ&YHb`7B;P^%{5AxM8F-g+!$yPCO*p7pS`BB#F9} z#CZq9dt>puXMrva{cN7Vx&f5>YO{!q1**whDV5PALB6&QD24@#m{z9ZVgfk@Jp4*2 z4}Pj?cZo&5tb9ilsm+t+beK0wvU_q|z_A4@5SPkz;dQzR9Dr@QB2okIjdZ#VWP+#_ zC7%qz{E2cvSS7WHjTR`}jUd!8b+$4K(*Adjxv@3{Eg_7*O_@ghL#?ndpWs1Tl7^f#_^ z0L+3=j>FHzld3G(nFPm#av8F6zZ`fx?BV+5^C;OdP9DAu$5&U`k996G*jJ9Qe`XpR zI~`nawQyx~8#^0Uv9NfE#}u9WU}qgWH?Hu4KeKQEajhvcqJVW{+Dxqu8$}34V>Bua zEFL<77hZWD$zYTDSWXATEojCjY;AUMWf32|=XOko83w%`^Sgx8CJq+$a)=X0_G7*E z7COBfXy71BP-99;W)$AgabuImxoSE)@R2XirXp8%6UY`;S3WCsdgQ$Dis0Y;{C zN1u0+cyVDlstCfX(L7?+?&vwOGYI98s|>L8TlcoNb`hG8ha;f(S68 zJ;BA2IA-mOot-uosHhQ!7^j&}xS=ZHna)!u0!rh$-e{n8^`g>mikqS9b_gdrP`8Nf z?JZVKX72hZk=sbyweFmBjjhQLjao0)iE@zCkkZa31>vGpv zm`w{lP~~Fwi;qG$;CRY~#DG=)M@fWJ7q8;N_K+zkkv<2e)?~S5A+K}BU^C6|{njSB z^UK&*i-A!GAyW@hp$u6$hd2zex_>{aL}}=bxe!??MQHaD7Hy=W5g|&5t}$kMig>uw z9#)P*bkh{2a*S%Z#MF;+Z3>lm02A)$-gFc843*jxW|t1~d>gNKP$Cpr=4d#RT^l(1 zkQQqTlwALPF8Cqa)r70L3CgjobyPE4n2vB{F2Gbc=5gE}8uZ5*Ho9$Wr47VWv+PA4 zCE_>l{&CNjXQTtu1v35upJ)aiF-VCO`ILTc<55C}S{QmSEfHfmaQ?zY>{KI0X$;~BNv66=w04Cd>WwBBb*Y$SNXRw|P^;E(=gAXz z{s%8OJ=KZl;8C8Fk3>7zc_)7_w1z7%XG;If?Gy8IrS*bw#utR_P4Alsz4$jNBM`?- zLn3=KatL{^ub)Q1Z#SHH@6Q*6KwTrNAaI!{rg>tU>l}caHyPX>Bf4IVS_!pMgjy-U z!orl&#Zt7+p277W{1Byfo61(azJ}Hz8jXrA7UplE$>NgW!o^KIY1fILnwrPd+&m|W zz3rhEv-83IPMvMVrx}f9oBjXE<1s#W6 z9p0Gy`4bJzh+ekZc881@9`pvRF*4|N&~A0`+%r$(fqNfBtv1cbtxjhf<#H9VIwKJp zgbMrA{9s3`a*WxzIbPdoeHnCmNTZ=zFN*FEHv&w6m4$hH=}W)Fc|@nv!SeDV?-hdj z%JTHMaNiy6+CRO5V_RVuO}q*tU7J4ncz5q`dKJ!MaremCO`-7Pv9QcqRS099y+CO| z-aRBo0l0ODuP9TSP2c*L!n(WK%wgEIxIHs7g~f$=E(n8#mG#10;-6Z9?NfqJR(^D| zL-H7w>B!ymL^&QT&}5~upK^CYxUX#QXC$B^;H8ns5@Dr={fCd>p~pUe$3OZJ96oV^ z6WFcIEm_o^vME)6V&y-RjZ%N08>Vc`;-4KduX}Ur8ovDHKg3u5;?I~tRW|7{q%q@V$2YU0gD?U8&B+sk;*5**JO!>dnN(~=)^dtDK z-}o&oFDxP%OO^ln#yVOQpbRo(VF_Vv8h79SAR6@sy4%|rG1M>Q&i3;!J%<7 zt*gS94IHm7Q9-l7F>6dN2*S{vbaE1?lDqF3E4)}52wG-P?juy3f>b~Wx=vjh$A70W zN1{%Yz?7*&rjIDKnOCFcM3I~WA`uZWY9q*n3OcW3jFOdwXFM39wYG+-g+ns#GAFbH z?k<#SRlc^+D$HLY{wP=(aS#5$@9Qb)FDB}wPl;kIaA=+0j z0sRhZ2?Tn>0)}^4F2}iqOvC^q=5-}>uSi@j5KnVPO=zWhIP9X+UPnD39Iga|c_~uKv@%CxNN8Et>VmuQ>Zi=m{~oEENXC(ong}BKH8gW;s(JOvVh^#bUoks{`YZs;gi_h zyrC``8M?hLzWP^R#lsIj%*8fI&ZXvSlvovPvwV>>aCW9raM|40 zz|PJ#-v;*hZBC)z8GAjH)Gf7nB;>n9E}(H#v%BuQ7xPQA>|(*i94huEqeAfGHfdFz zEC!x|>so|@1tGMLfJ^bl1+^W zngk?CBY=vdTzk&2JDi|%u0$pNT%YD}cN5igq+LwWX0aNC7GaCU;!S=hwNGa>@Cb!3 zUy0>DR%45$I@ufcQ6im{#ByPy7J>CZqQIcL-bO1dqf%|6+>wBqdH1^0xR@eDpu%{W zPsWSqm+HPmT0PuRq9PmFXlg8B6fMMVHmOidm^wpn^Hkx%dhbm>#3az6Vz5a zRR=s(M5$S9jifY$#eK_IT|I;|XW#ZNG;Z&j5I)mi`unKnk9r}^D!Eu zeSIBicObe+zRT*?^}xpq`F>R>UKA4I$%2bJBbjfvA3uSQe)5;`SAY3sy!8CHCyFpP zUDK{YfD>8sE)@J$ZFc&zi}DQzwjJhc=2g`^lyEV$>Dtxx9zrh9S%9!FS8C&xmscS z;##dLdO^vEHJGTuOT|_yg0dF15xpd$?$w(OE+$myvr&XQ@46FT|N7S$)nzAcF!I8j zPoAyUr!sKp??S1?RkYejTT9akXTbKSqi{K^k0aY1CP7h6qsjR#lEwhqZs zoC8LS7!EP5&n?rk0W}pC7U!8J?~1dLOIQO|^bVQl$hI@u^`~GvGSXS$u0Qdu2y$(d z&(C6i0Vh*jFff_InXQV6fxV1R-ghq^{qToz{O)^j;*L96k$*5I5xZ2?=QE`PgxonZ zEOa#H&7BuXE8<5I5F1phFsuI%#(7X-f!W!4q&CLo>zm9|pP8P* zaJ-Ien0Tue$6GaiwRHg!Cc6X0hgA5T(*v+dYv7)`IY?__jEI_O}~-9b>T;Pe}>b3BO9Q&#t1(gf)vq(11 zGsi}d0-0(EjB+71{nK?iDIv|Apj;uiq-UIBq>V0$bdr&yWXs#c0uWA&~K$ib#KfF&L>TGvroVnd{W4 zN`FA2i&>%zf>1-o1OwL%i4rnOz$jgVn~_3!Ui(DO&9=3r^BeNko$7V1){K zgD$qOTtcazARQ)XZ>?jNAkXU7;2=wsywXC>%JL9{bRrEMx&0nklj7|+Uc_jWDw4yp zz|Z3RG-jvkxU}9vB{EoSklp5h5iq4PRdOXLqaqiL{{u@4xVZKjF1-391W}CHl@rKp z%;!JsZsYBjo(2Y8<-H3pxs)V$<<(d5*1gBk?Q}U2b9SUJzx)z@{KLP&;%rlFAt4-Q z)|DXWzDao_5;!>+f#Cv22Zc1=|Jk2AiX4xL#Pb; z9o=(+JyshPK0a}NOXV^n3`kV-|0nLve=IxCGqLAv_nf=et-ZRsdSjDKvYR_8k<@Nk zlJ`X;*~u6Q#+k{21i}1} zuD$B++gXEm`Odl3-J&VkaIPSAtGnwi=YHq=-uHQ*g$_z?4s4~}voKO}kmnjzX6TTS zS27KY!;PrYK@H<+grJu3eMM$`W)sXO7@3KW5$9!UzUYtXz2_&7IUd=d!j`66sh9m; zkJpRrJqcR#EvEU#I&K+|CSF+uwnj*r+QypMcT43m&YZgsrLu#Jnz$(8&y&XSQ9d3s zg*59vLoQoj(8LnPQbKzgu~lNAJ+blKxAt(W3smVoai%;WwGCKf3~ryN4_(GblZM|3posrX@@*_Nbw2A9G`>lOoGT zjixeW5ExDr%mvCNFE4cOswSvli^dop>|oN}L+S7qN|bh^udD4@AzRCvf}_oh>^JiK zb}9y_iR0pMIK^Np`&K}JQw?a95^nO6Oz7zo_R65Q?VwrCa2Sq})SJi#hjL9VStqeF zFSzMf_vln<)TtI;hMAK`$Z2Ct9xj!d_^gPRoU1f@k4+zAPVEp{H%++MNG?(;{T&bS zP0_TQtT_9RToChrtt|JNs8yRdb^J7Tcel~&caBU4k2FO3BsrM!9?e^!=T3N9&2l12 zcSv1kJB%k&NvxQiuI9~Zl26R&nk+3W;1_=Wm-y_y@63HzT3W`XORwVHciz;W6sbnN zTEVj)d=`&C_5>b#aINoI6vnuz)1MCrlMb1qKeoHlRk z&;nY-&l5{z;_~!SWN`Am(B9migru%vuZ)QAp_GCCguI=m6WCszO}{MHXP0r#{cbhj zQgX}07%1NTC73_4buY>1^Hy2_0bCyxhI^JV14MSDu{WlEwhjbrCH*oZN%I12^QxIi z!71tp{u%uP6VW?kf%6kT-mgCWCwabnQhJZ4v+iJr09nx>!_EO80-@KJmhdyrJ%TeQ z=ixd62HFZB5ff$c>;td{6AZrpGN$c)R8nDUiBH8*V`{^&$Uk#2%q{-O9Y2w2d$qE% zibXOM)L7{(-!b3E^_clx)%UQ_@a66z6LiN$v#O?fmas$U_bYQ{L~+3ZnfVC!d=!{~ zb>#ouy`jjuY19HvHL_EOY?+W@h*I1}Dcr&Ct(W0vr^yc+Vds$R_Vt#HXCB@_I=F?9 zWjMAl#bD+BC;59J5JvsX#Lzd(4JloR2q-00Aq-BudfS2K(BO zB%oTW;^QB92;aSMhM8G1@W_$6{QETn$7-X+HR@#0=ji3a9q1lki6y4lm1>>O<#0SW z(i3Lt#d6S_DpTsGc$hubD&%>YuFKST@tD2AfR$FUnyeX_9G#Em`7*<(gN0hXiiO1% z+*0AX=JFzSg(gRI(^BTJ<}T6Vfun^STc^M>!Dn-#EI~y2M5gu0A>gWQT&f5LHM?gY zJddCK^k?wI2R?}9wPXCUG_4N9Nnz}hNfSi6S31;FrM}UZvm-+Q03ZNKL_t(Y*>OeZ z!PI`8XwX#eyDxkVfA|N#hu7bDodJYQHyZk=ggULP9Ovh_wzUbQQ>J0oD;1P5;wE!U z)4|Lwu6}+`zSoHjb$Ug9m?1L;K`~#2`_4RopZ(;|G~iO5Kt}$St`z?Du#| zN)!3al32ji#TA5m`?&GKx6!=+K8&L=zVJ6+#PwUZ@}{5OqpOa><4MF{G8OcmU+1h& zGPU9xlTEE6)=b+vL$R}BVHXt0G(Tu~<8Y+WNp-40H*}+3#@=4S=>x=&nA$12qc#IM z+}PRTu|UNaHJ;@6kfbgmJI+n1@=01E(@t(YnTjvQcD5SdP@X!+TB(eHvsa^uFhTUz zbUd3UOeV64C!cz_+u9z}TBN8D%0K7nV=5F#jv=8&j481~1(yaq7HYgz%BS&0J1R|o zs_Wa_Gig5Uvn}x_V1~&|k(AApfV^h4m=GG3ao&^|L*w+!j-GimU&bJaV;quImuBVa zZ{+JvUN4boFxSz^iU109&9mu56t`Aks8aD=1_WMt<05V!>~rCHc4LE`uW#=kpcGVu zzFsB+Ht{c@g3BIHIL?#y1hCgY1c$TRb$!`0({NkNw+P6iJA*)pQ)kcf_j%*W8>o~L ztjyKWtoTgN-tF`-2~#uz7xT3;CQ-=$C7m@%G*U&<=~^}_K33=Jcz1ITS6_WW{%rL= zUQ4w0qxK;{IqKTjkbb-3SU8L$eEr2AVqz+C{!+h%rP3%9O#JkfX*dDxxydbf!#ZnrW)0 zi5aFG;}$CGNm3}7abWmC_u>x%*a$}mMmuO^A>J77V~`k{wlQm*k=Pv>K^Il0G3Yc8 zW+0IVMm&J$+5*loQ;5v=#$DK)v2TpFB+nZ6TXQH&JT5rJ%7ebZBbMp%u2g@9gLtNA^QC zjWx}1ss@!ZSTIeV?9rlO^*Bjmer_2X>nHH`WvLwu>(4e)o*8pOF2s&BDtFfqsfOOC zmY8FukcdGtz9nO>UT=gX8L2nYEdAab589}v7Fx|YeD>FVg@J%fWmo;-7~^rQdUdH$ zj<2obGoSo4&YwTetffmYy~rT=oo_DFs7|AgF9zpE7cXa!qs5!f1NeT6rCOE3RGr%$ zmLsP5u!W6qsg4XPxOnMJoT^S4Ofw*qVNy8i-^6Sg2AmT9t`jyzogk|;kde;-pL+t5 zQ7RNAh>Ru^1!LTq>AJ9Itjx|&XD4q60Fx;@yD!@_9uAo@ZH};H)ceOV_6M0n4(2N_ z$FaoBlM@e=spw?0xj0$w?Q=A_WMu) zq?KaSXS2MuQktR~>|?mIiS5xvMAsLk#)zWa*XM-WL;WG2YxQCgnWvncXBYo#&HR6Z z0~zlr@m~mKKuFB7l^T*Hfa~;e`0Afy6jZc{mHUf^zK&z7FH<3hV7Y3kgx1Oll&dXa z7SSH%mXL;1?B9Hg8LVW`F42F=lC&&*;(iB@FRp5BqU;a7-gI&;uAV~BT9laEOuWj- z=c~JO6XV|DOye%!Co>BcH&AIT@S3H6Pj%b4yN~wv^&@KjzxvVkd!sos>&dXg%?TkN z-7b1GO-Px&<{6NKTZWlt?m;64;F{FVISA@ulkqt|Ki@*VQIi@+aRQf?Jw;^EdZi7C zru!vJ4$oL4O{PTcw}slzl#9fYsXws+Y$tF0OKQ$T&DhEN?!$liU;Hgx~wUe~Yc{ZPu~L z_a$INwYGqzr4xKW4@NyURZ61-Q8+@$vCyals0RW1gCTlhEVq5;D2k$!)bviWP;o05 zRG6dM6lkCc6E)nQ{gq$E&wu*ou+&;$_ssU;9yT^kv#y2yOY}6#H76=d$(?fJy0*N6 z6DKyXcj-rHzx*;59=soa_E&$2mwxn$WZ5e);;=I^Tf%W8;&^r5%xL1oRATZr$Rci% z>=|U)Y*w>3G4w!4l$uQrKG2P1h9NM!#pdQaj%X1jZyM@& zkmUwG)=WGlHyW^yp0EZjw`FeNXaQ%XM-N}ewsQtSewbQjI1n@2#>vD#!_HA|y>Bup zWQ329@N}4_ok>pn14}X}&pu1je1i%6GMbGF>j{Hu4Z(1Nz%Sv%#%Wx>dIjS!W8)p7 zUIjsg0i{$KFfN%jSqW>SNgBi&YvVMH+3}*417nuH8Qy+fANSpV0cTDg$8mpzxulDo zgI)9|5qhw25GC;3GRlsHewv^&n4;;qD2wese^NTUN{p^om~PhJ-^Rrsej68_^--By z7x*X5a{o}Kqf%~Z3Jfh5ufKgAJNtb$t}MaCzGc|FbrWyA^h0>3@8dPtZXe>^>(|hm zhIr`F$MNj*&!arQ0L!nkagJ+e825+hX_Fl@eLrSUY<_VC&BX;?yIWhkxODMtcE~5U zd)w9m&yoYM*=%5KjsE?-9FAc)rDqEdkm6nP6cJiWKzCy<8O9Dvq;Sz zs2~r48u?3r(f@;M`pP^$F>V2DkCFeW`^tY)adf=0AGJ~3%xi%qm<-@Ki!o)dCCjL zf`&l1ZKIY^oV-5bqX4QWVB4oO)d(@5Hv!zg2k0VOe% zG;M%@ExI3x=`kFQmAmGVT6QfMuk3H)bp(b^sVIPZ@us4YD!i}hLk=6KB_HUt`G1Vwk z+T(emto}3iIJw!hIE;j8m+HUERD-OBfccculKkpQrH1*|0va`m8e?V}Br(NN>iUth zB%k2i^%nH|Nb@sYYcq!Dxr)-1l6ti!o*hV3A_w&knlTmAREFDIxAD8b`@gVu^XaFb z!PCz?kB81(z@v{nj<0_Gt1NFjzIF_s|J-lj?0sk8x*3L(9{%bJ{{hb}P7%zI)r!ez z(caoKPUr#-iewIHG3ifrI>pi`+ql{n(_nh9tYwG9-w9hB5!*=of40=4Itt-{J?e8OMNB!9OaQ>kl;^RfVEDc!5`{?*X&mgGO(B8U%&9`61bhO831Nne>+@u`6hTQmPE}G3A z>IZ*=U%qg_Ao_Cs2WW^kW0cJBHYK7ds!7vS9M3H}bRYaUE6mp>iu;7;3$@E$+S%{Z}k z7LTEW44Vhvz~zmU&6s(LFQ#Lu(wQRCdQ$TbIq)fxh$mc`Ae9a`sA5XBaqr4x+7ku1so_!pd4lMvN0K6o*719SxX1N_xgW_`~1F zSHJc(^algkM#(8QvDsjzT5I8R|L7m%p);rP2mjB%#@6P(>Z7H=qev-olP$S6Dik$V zPT575WC9d1WzACm4c%>aIkT@prbck`#Wb5OJoV&L_~4Vz;K@gxV4&iw-}oC`y?Kk# z^@D>QJpTAos8q|$W?&xzI)b7JPaIF2JOQiU$L62@do=t8uHCwUFaOP#nd&Um8##3d z{Vea)hYF6OEXY6#~bT^_55t zyF--CC}iNqQk`$2j`&oFI=tS56%dU^%ogEbN&dVAf)kJbX4` zb^$e&-DXn?X-W@BQ#~Ak}h%+C)o5Gt+;5muJKxGkp4>;`gFy~wFDy1BdggfX$3#~v5({a^<|XV zkS@V|^Egk^54sa%BMU$L`VY|S?%^Z9@>w=E+&}0cic(}w6_sX9Ou;m+s602vT3U(% zthbt2Ked73aDs?3+uee>Lv;TznsAE3=y1e(X2LnC=_-|NtQ}v%`pGqJCI`I%`t1&S z?KXz}E_%HIws-g7Is0hTH?g>~fQ981G+Xm44J*KGUwb&#`&BGXkWp{B8wpYd8Aiu)6 z1Ka>{d|)7~5K2O!&p~X9M9x?OeJn>39&(UO)f+4i(R=sa4Wx|)Sa{g=aY&74<|$); zhW3~9#H`$uXm&@o@}fZ|1q>Ma0S+fA_6M0zw%Jd_#qpMnYAJ%t=7bq0QG%(;Z>V_= z6PxL}_H?Rdv7*CwEv3_{pnZ^b@OQ=0aoO5L5|Xthykx8 zX12y-Mg3#M<)7WI@=uyyI%+&Mm4kD_lUU6GO*1+p#hQut%XF$mg9-C`Fvg_Z=qAFh zDi)*+1MGWgI*WEv)~u~Yl(yz&C(O_y*;R$KtDeVx9DL3hW8R~SpWBe$po_14^XvRQ zzWLT$Xtfq`;ldMm?D5C&)vtX8D~k*G&;PT3hNqu;3Sm5E_v>%H@B%Jhxr%4!-Fr@{ zB!bqye?O`ZoBj<-aDrBAT9RN}fvuC!z3Uw{?!b9f~i^GkMaz=wNG$%~!f zUXOcC_OiUTI?4&S`)90~`_R%0lNqlVt8!PW!aw9g-dh5%RKdo>AI5O7kI~`lNOwXk zRq8nP{4oY4Uj_!ahIg(U%4@tMe=d&x#F$7Bxh~d@KLF3)L*rPJ*{Z|@r1er?I)%BF z4PKMO{oCm8ZSlJC91E@N2F|ZUSawKK_RxDF2zz`WN-w7RC{VlTZMG)abh$K}lRPXYt{dJdM{8~N#>~{{^9AibzZ>8#^-8sO& z_?>@&?X4|6fNj+R#){{;c=XW^;poCgs0C`xC};Es8w;S zIfub$gf3BSdD1U2fX+Q~J~^%>2v7?GKAayv{}_Jb*FT3^rAnM~Mu;Y1jIEs>e7}jO zo_rQ{I>f1q;b@Zx$JUSGr62tWV=`UyTr4jwqx1GP1cL;pfBqBr=fD4dp+{O0TU~&4 zQI^~?CgFhTlVZT*GDV7Lr4BcNYE}esc!wJK6-Gicg$MtS!&F!=tFo3dNknr@Q20Wl zgtA8yD+lwfWz=dD?C))28YU>&9)FJg_Ac7}HYVc%PM&xGj$O?gf9Bwrqi+TgmuZ1I z=O-HD#oQoy?YtpponHcrZaOMKh#ExHebw(HE3|fwWsLW%oL0w$qR}`jbB$@9oa_+g z6LvH8$|osYh`SOyNZBG_hdzCRV&(FMFnRMgxLyDd)I_Nu0SB zM*pgMC!^)IwFt6ugixln#$<_%?xd)KrZi;YC{8Y{WQsKGp?~8oG%FV3@euv4iwb2S zQ-sho#MVIv;beq`dWGN1fB>pw3OgLaamw8In++0~RTOk4%_0-SESjFO#6W=prlMs< zAw-`pOdagT0qX7o&Yr5mi#q5G#<;SzgM%=^*5MG#jR0XdL~k@iqh#@WjhSBSvI$DP z5@30L4u^vg!X(C^y^WW?`30PN@KFSfGVF>N$Fvq(SUbK3uUdv*axm;1;Nbd2l(QK3 zH(fZ*CZ74g3zqf<8FJ8kzXMhV!OQ_AwG2;nJ zVV;a92qzQ%o@f#>Y9BCgCFXVxDm1yMdvF7vnM|(wJ6L8PpXJKMOrxr6Jsd)U|@GqP2bD?Z94AKp?6-EN;J%k#&nHlAb?PQ4Kfn*`bnWjYBNv$3i%o+?-_=A@zt{&3Vozt_)czT){|p*x;no?U!n zlzk72wo=-rQ&_Q5?zr%kdCJMtr?9%d$Px!)5yg{{Ca55%;1&mbq3x$@X~_Y@#UV+M z?4XW*=Hd%4ynx8f&kN)@;=1DF=ao z3zmPx_ncgt`<@D)LwkygqeG0>gjbUtKw;iHFERKF3C8BF`(=UK5+YBWNvJ#+}r6}qa*+(2p z))WIKNrLX-fu8FY>p@3;6;V3WG=K~lHUHeWXF933g=xt9HGThu_l{X7yxylHVMUq7 zUY+M{d#3SBjyC_PO2vkw0UJ*l>b>|0K|Kc?Q`yZ>X77GTo#U{K1}YDXLXy(Cte3TX zk#q&MGJ}7#rX-&9C?((IZqxa}fKwvV#9LcCXm>mOHptT`@Lc@N$3Kqep8WvElM(*# zkAEM3@+W_aX`EoSX-nMi9gC(o&l1+o=j=>Nsk1CSB)~6$olSBeI5l*5OX$D0GUrm3 zRK@VvyF!v|*uN>x@YrLI!R>qxP~%Q>KG35?7a&Tx4j@*iM2k606DQWil<54BdctV! z`9I8rkV&q58aqFE7#PcR(yQRtkL$pGd^vy5Z}y&lH#_~GP13L|kce@=1aph)IQ`r&;pU|m z*^8)Dt6}5e=lL4ndgTQ++?}259=(R|y#|UzhWGq3-`8^%&y^Jnv7e%u{W}8?mW%q* zI;LZ)LkGD`$2QT=X@srIuVU@N52Ahh9l3k5yDvfx-Ds~DG?%e|>var9U6j&@_gXVa zr`|R0wK=KBq)4#jJg8#p+9hP6cmO!Lqd!SWrwE5_ENq;`?zOkXO!x2Mab)x$Wmw+e zn`0%O`EF7a!$3!kMWx-dq)g8eRH^}v9bbcA@zsy6;IX?zdw=}oX^a;au(`B^H!oku zm1{SVjuS+B_){ZE6M)E)uftZodEf@9&oAL;e)co??B{+H%d6`=or*YaC($XV4XfmE zOpRaiCAxw2m}Y;V=!PLC!x2xHXaYtPs!C8sja}7KeBn#~0e}3*|1WyI9_!J~w`()i zPw4K)PoBen_uv0>Oh*TJ?d>-?jw~b7mn_bys#zXgW%0qY-RU846VyBxRnNv?N}oB+ zCr8$its7WbTE_qI-~Oj~_}qgC$iOU4CEg-V<#Ty1YQB%({!jif7uYoMqe&0@&r-1& zCpfvW!Jm)xI473ZaNo%@$a+20KlBX#*ROvCZ(Y4A*Co}GjWfPHo~mS=0q$wjZ|4(a zDGV}oh?V#%VMj-KhBHy!X68No`GRr{6FX2eU#4I*eVwldh{GXga0Z^ooAPKn;;0SI zm(N0;7!t616Yrp0uHj^5PK@4!lP}SLncRTJ>W}rEL?a{mxN7??b+)zag2qS%g5>_X zqMy?uE2l@PafPEsVVuiqD9fy)bK#l@DfI$iQ@>QqxKbE1GfQctHWyJ6E#kqoJ*K*e zETD)aGSeOt0TpZEn&|{|w)Zy?VWRspaf&7vndjQ#@nB*&a$SVDJzE;P#<7@rq|%+6 zoD>RF1Xdbz+&CJCWuB1JI!k5pPSKK$S_9L`Atvl;0F-pfMg{k!ci(1L)`ht_ogK43m|@NsV8l3myNQGAxBBSE+gMu;FdR;? zGFM03>7Y9tp<-KT1SL$SF@plB7xDWu_!jv%kiNB6>0sO+h*9Nagl4mXQy+T{;aE0p zq!IS_ZlQnq5G9gEOopfjE*j+kwfQD0q$5tI$hv#*DrGLB$&APK$MCC7IH`~B-WGP- zBb@u_r?CF$1vYo1A|#oL=^tHxVjyI-GB+aOB;>-Bo+n8(%_5s}(UPV@ceZSmiP(iF z0u{=IzE&vB)HF#9sii(B;`CoBd8o`)khQ8k|P&8%S+(;uuQ+wOQQ)Xa*f%Z7&+Umh%oA(Tdfm`~l!$CiH$j2QqRV5f+$kzu?503ZNKL_t(TO)V@eF5-a)&mt&$h@%mv z;{hUS{M9^+eL7~=zuC)Zt=d)*8O4PNfmv|ytslIJ8+&5}6$hslr$`bH6s|HIOqh}4 zu$&<&fHYgE?0%z)^B;T)rD_>_yE{liX)>tcU@(hfZ8g26)@brQL2+EfW`P}w`J

SB7m|yWPV$1*Wiz zsiC14o@xA_c}?~YF*_=o1ZFuvOV@fh?qe|Q3$QR- z6IjRr0^`nZVj=Gy+)8C8{sbC3$P7n`4;7ynIk!D4!P??HZfze3+l~ENk{MTX3ujKB z#^*o(AK`~D{Rm(D@)so#Divcgy1&X315I}1TBM{*4Q(0cd$dlGo6l)>^10Nm(0GqeBaLgx%@R=)= zNqgs04MF!t(ssPaLeva8cG1Op|%H(&W?memf9(3X2{yqAvKYs51(>#c>?mJYkdboY#b#A~j zl>;%zh731f{}whL{V?AB{uh-|n%-lrJ9=F*SZ;vHu+M`B5Mb)ab$3&TjljcE2Xpi5 zm}@Pgy?r$|8|7=2*~(ru5RUP!aIkjvF%0*&cpWF4Bvi%f@%wS()o-AGxT{fhz^yl4 zKxJ+jwfSY9)<&a&u-|e4z|7;0FPdwNjSJY{yN1rK%ekk_*4r=QaPuvkz3>TK{O-TM zYfrGsi>R)h!OLIxcRVt0*mWs;grhAMm_$iQn@BZcO;o3Ka0tT*-3Xk zSbC~^x$BoXxr?sKc+eG@6T~Nt{@n3=0q3bkjVMiM%7Y~RmhX68myLtT;|qEYQS7sM z&e?~}X+s{%iYd~W;-hU&bxJXvj9BiLWp}^E`*{%V-B?`1txK;Iv>&}^h5PETw^uxF zvqzev*C@r&xqsnyFEw?!QbjKuvaeU-s5C2++RD|Mg5z~9l{%6%%`YPv4FSDV9klqW7EWWS{=7wa~)c zf|waHiz_V{!!F}fQg*AdaTr&6@i&zCC|Orr!l zdt3PHuY3_-`^Goe{g&g|EW@+c$O0~I8~FIgK7(`jt>Z8L=#TOBm%filGBtt0zznTw zw)CL`WiUz69S+be`@Hx#Z`rNh!>QfE@nh>)KKlUTamZAB&KdS7d)MK-Y*rzsLX{)Q zf>1#nb)HVScs;gyj0@&t$JX(I4}KVroPU_7k6-!f7x2{|eVf4*OB-f7^c}yZlu>ba zH?c9?Oz0F=royfQ0u~$lAukl5UbA+7K-rmS@ko#COo@I<8^ahbB2-<{_xot?x3Rmo zhj4q7r}5QFjp;3eX`inj(fAT8#%M4^yS<0?^%!nhzzA;Q6SIMvm@p}3>AH~nCsP5< zrml2;OM>b-H`?L<(f6%dcq9re8myncDMfQG;mW{o<4-HS8{&>pHVMn2)|6 z(tDFDGB;If5XRGVZk#PPEwpD2S!2k@!U$Wmjk6Zo=6CE_aRfIrD6_HTRs8n(8gY88-$UgAD1YX(2|zFcgW&XcEFJ)tP=pfD_kISz5>ueJMio_z zGHT!|Oy?(wOI)p^QfuPr6YFp)0aMal$ATLGLDlE!J2}3x|Hw4X&0AQT?8-zg)kFzq zaL^>10JL<5-ffU`6F6*Qo|G+RSTN}fO^oj`TN5nkAS69Bo5<0#2C_FYwOUN&>diVI z+@rw&qtTen0;l6C159Box^M~V+eBryaUkY@=o3Sg*Y zncS-s6B#8j{MbR{QUsmD#bW44v+XEVko-l?KY9W8pFb-TPSWT`Q&`jtlPPFCMI4Uu z{ma}#W?G!({uj0=XuS&Fy}5~7+t<;ogDIH-MbDKpbowdMFyd%B0;g;<1vE{7ZDZ}k zNtEdatr+9}p%!B?PyN}XQ;T2%Nj8?3_~)FG&p+;}sU|bVk_5F90f^KbdvGj|fg%D@ z;$+NVu$NE3U1qd+nHUQNC7M2jx#`&KgZ9i}X5%mwnz|$r=(^D2p;$>;T=4lZGYQu{ zgc$pL|9T}H#4!%KQ!(5UsL9kO=#6dkLtxGi5RunG>L5xSL|F-S&quA_ML?-6dcHD6 zTXo;5#;NjpR9APikEJT}Fo_SeDx!mZ1SJo{ShUZ6xhl@iw4ZULs{=3dggxepj3}b> zo`5Sd0(25sjx}@HL<*AX7=`5&X?#So6|3PUX+Le1;+RLf+eW+7%_G==w3u+IUx6`z zD|i)0zcV{C>Ul{XaS9bv6_)I!x+op?`%XDI zf+oe(=<`I5843w|icoFk+DWdXm-~(*R}lDB*d>o?=?oqoaXB(zfPy|66IrRW#Gp7L zxka~-e(<{yGf-x17+{{F#maSfj)Uo>k8~O#u~L=ak$l#N<5vWjVz!8J8=rCKhNVVz z5(!+c*7zF6;h0U#EFE^(4AMAyUuG%?vbYg;{07{h%mc3RpeMbHmEJWZcwdjqMyXoE zXwb>`k^COf^&U@i z@3?3E8kr&A|gMM_b?fBaqYFQ&oD~NE#u(K!%yRI>s@xDr|*pF+*H5w_Re+L z($y7n;rIinEv$&i@OZ?`#m?SMgrmNm3zm4k)LZZfSVoG*;&C>eqxW;|jqhO6@4+jT z(O6zXP@5A&I@jm57Y;krL~OZ)nl;z2EW14sDu9gEesF$ z_}-EIO}>RneIAXKlMK)_7S~aqTV%g3q#+IuwhyasV%8k9NcPYWkbIZ2^O*AD$*pX*{z0Bdk`Ehm zMzQo+tE;QbOt;LQGXr9B6#67ivD4|{pwnfCYs!@Gbq2^nwphYgT{CUJg4N?E@z|q} z4bxxA^n9?=0suZnbn(Qt%8ug{v=2^EynkkKg8d=vGa zkeE{0M-Y@T81(V-%Rj&u|N2X~dHc4~$Wo1!%hY^IZVKP8_bp;wIdbe0VtC;B!zMOBSceu_cX~f2QbR&`Z;jyJ9lsyjz zY)&O~(<&LPsk5$c3-#VBRWY87xk02!N*oJym>Xgzx$D~T;%4(Rq0%$u&yvla84$L- zPlpO%3(Q7v{IX67)X;@A@j1=-&W*dsQFR?@NXYkrzB4oJHzsqY5w}=t>k7!@N>n5t zK#(Z5IE;$e@tI*-rjzR=6T`VAFZz!Do6H~pYJg`QnGA@FHWf&jnqnEB0Nd!<^YvPk zE>>PN7}sG7S*b+bD25ajNvp*HYe%DS%mpp4N4n;<1&+oV5h6aBBFY>j6QYYxxv5Fj zn3IaLX>4I-X$5|z$*6v+tP(lVyrUG} zbckp$K$(mxYZV4K8s#$P>NV8-5>u0@si4MvZ`4C;@jk3R`eBsVyl)Aum3eqUiB^zI z? zvdsldRkp+6o@#`1>Q`#w+Y}72ZA?7}ez^p{T!!cSsMZ1o{AitIG9cw?z;raic-UuY z70Esv-{*Ud%t@!yDc|3w5z5qpLC1 zdU*>pOZ1$K^X5Iv!DK?y)YBzXY9Q}*3oWeQe})^!LAQ<0{=NXxl(68s z=u-?(9Lre{r)afWYJ4ZT^31+UBHl}EE8>E@=8IE2-$Rrr!2c#@6V{TQu_D>h{mCSE z5G%mWqI-q|n{*39LA2Dpc-9!m!W}=C8ONU)C-WKpj^&q`@s_ADn*pOrbf(i}C(Y0q zMCc7-Hd%8S^tRC?DPF&a@_2+&mgOd9bTh;%Ns#6~Q%a&pE9lQ6qnpoD6{NWxcDu02 zn3T>2GSaHn&}Geg$a@MKxYAkR3d70Egt5XhE@jGC?$OWB%r`FNGHp83rf zU=E0}>R`~rXgtgfz-BOBeeP^VSqk=&xbyr=6|k?k76X{App1I8gq2ziXV%tn_S7jh z`6Y@z$(Rl&A-?#X?_$jCHZS)cVk#$5ocle#H)u$*vT_X9Z{9?uTIC2@nvqSzv9b%K z7N}OMSXy4n9rM@MYH;kqUGHDCJ^t(=i+{V!l(a&hpUjA($rywEEksE;W49~- zdbQR>d2SJvT8kS*Vylfi`xy22c}`9B zP(z%A7X4FKs}8uhyjuo<1Uft*PGXTEweN!+{k3O3)Cdf9bK zXsn*Z{OWy7XP-{{%vPb-An=pi?)&Wn>|VWyc-%*-vVzR^P$84wmD9L=@w+my&jkD- zP`%b#L2G3Llm4MFa=9EVV}A7{!eol8uYDVFr2A^Agyyl6Xs(__d+RdNX{gN747Ts1 zu_BD+ac2)ZS6}CvjLxB8ZVAgLA4Ipa^V1Ccd2gf|FM)uf_u{e`wiL;~hT~3N1>d7g5MI8-G4fE+1IUrjom2&P;UMtd&YiVJQJ);sG z*co;K{k=;E+U4DAxV^K9{&0eFP(is|VFM`ApSeu8&akk09H0KVU%->kd;sUqKZ#O*SKl;D%r7wR82Lm}|Y&M|rxGChgH=W!IUXf^j z>oWbH8-5cJl0|&@3W{V4C_tucoMr7P%5^jfn>J3Sm{OdSognZi>doQ8f^HI`eJ{4= z&?*P4C2n`x7?(T*#NhB;^v6Cn58HeYQUk$MR&II|WV4$Q5$UiXvh@wNqD0>g^G)JZwsqicF34CTI&@<%&0R&teBw`Sl>N@=G|Kq87 zROT4^a&fbzss+v$N={kL)cjI^J+i=N*Hv-r8Xxf@GDaqQY<2~4ycX|*nS*2&8l3T3 z&hkwm(+%0fD4Jk%Z<~#1hD;-iFxc5bJn3O~?XaQGw+?7;Ugwu#>d%2tm)^r)d0|3BlQX32%ap>57OH= z_u;P&uzv0gg49OX-DiqBnGTj+i&;lW60wOK)1e7KvZZ;WSU?&Yl>GpnYoXDoqqMS! z!-F=Pce<_xpA#o2TByQ6LboG`I#Gmg@At5J{2@I1z&TVG<|HTFlAYC7B`xJ^Gu0-Y4;Z@l;zaYv6aKsuCCG871jJ|@pMWO@sM9~= ziMyi!jIIlc)FNXzVj(bfoWOXCQ!*;FFiONkD8XsA(CM@pbRvi2!NEQostx;nHqcCn zzCRveck4ExY@nj{(?7Efhp?;?G!#_QRfu^#iJr%z^pb_(C~ zFz=V~_;XL=*ojr1hNl$aIT<2}CgK&52xup!X)|}HnQ$}s>4>wk>*K~@g1`E~ZCpK| zzbwOZBGfA>DlQNX$*3`gpHOm%>>(_5F;Qi%i{ocbV{Ltn8w)D3XwP#jiJ)bP3Yj~N z#%vNxZvC`=YL$Q)5WFtfi8vHFM;0Ot$1H7%CViGpWl2)xePD=&aX^Iox zyX+$rzdIkc#*t+voG$mUnc0WbmHJ2}W>{}|f=I$t$Ji@jJed0%`a^?}e>ZE2KkjhY0- zElz~yuj?GRtFKVwF-txnn~UE4eO0{@o<6>Yc*#ZGcd=3{A3< z1$>kdFwUKO82{Bj{jYUdWLT^uNZe*DhG zuVF$mOa-|u-IKEXIpxX3JlN*Fn|z^43@{#DpUeQVEcgTfQPZ5NqrbklLWTfs{J?e4 z+UZ9apc!{}FzW0gq!g!sh6h!geCUI?^2Q5FcUI1ZW%G4!EUt1b)!TkYhF2vYL3IvQ z%V8rnHrZ4rQ+;8DC+ul7#&kG9pBni%WU!Jx8Tno;oP3C<_2WSYy}cp7=W@M?a=i{O zsAKQ?E4=5VI?1mtuCr@C?QsXUuW*C!`4v>><~ahiw|AS3EzOd$-7;3sJj|>{8lccb zx4pNClvrK!tNeGHZ+uT@hCkVZzJ=uz58}pKuilfjV%EsP?RU{wK91hu_K!7KGru!N zuXo-wJPhNebcxOWNXql$_PXL{0IyO*rMZBeE0>Bomb_?sZT5t@=Z=|W3|7$h>I5~` zkpKACDWU+E&OC<8Fa9+Hv;->C_rm@&3?ij@#ghYmY$n&l;r3NT6hDxZ&l zN2}PA=m)80hO%*qq1oNJhSjr=!LL=tX`Xr#+u}76)aE%^fsOBAra%tYSUdzE%02ZR z3Ia20HH^^R-$qId5(7VEDbwncWQyL_6|ViHu}FDXba?wZuLJTo8cz=-P8w3LlSH_; zzlllrfISd6;MD>q<2DaE9ZQVVfAWVhSS`j{cl`_9o;>#+Y^8fWqwO$Lf~NlM8<)`O z?DKa?8#DoAwYfz!7gx}x^L9j%43QTNy9a2loke~A7<&7+^*c_PmDgH3!BW0SuYEN4 z?R}tD*-ZUx9wsW>)&Hi(&nQ33i}jqDU>nSAf|@j85@}>klwy8i9@T1)4>+x?@D`(o zJ06d5K?hNqtUFdlpAX;dh>C=r7`a?xZOR6Ioz z4lx)5Afpmzl|Hq3;5PIzk;5kompB;`U{6$a{*P~ zJ>ym_=Z_TaR6I{LwrBQ11vtf~-MGDpuYKzq`0$56f+rq-l94)bla3`fJWZIxh%w%#&b+Z(6#?k`n zo`b_ALNfJH^&AEzhSP~mtQ_$#Ae51k3fNfOMqiUE2$Z`#TeAm1@u4%LH`V`N==3ypkiKWr+^0!CiR0Q;Cr-17o&|Gb zqc9~T+O_A4F{PdHbayc9;QIB;81;K_(g@>MUcl1IO`JIS0OlI=C|7Fe?%u?hCM7ft zcT1eRO_yLy&6Zt4YiWaxQ7G+#BL$OGHzP}p2(|IIiiX4FiK-!kzE3-6Jj}o!LQmE> zG)ZT0&>4hScA8i@<|7GQxWhxC#6t4tnNm*_aEhGteIaMj)Qeas4o%ZCkrufgs6ldm;v`h{XoiOs>5gKjA|?IuYg zKMS8JcpKB*i9J@YVQzJW>B3nkY&3d|ry+whp`j~VWKfx*Rjo6)$okAE((e`U zOD-3A1P&9$HHydlTy!>ayd9+-xI)1ucVUiDWsea_t<#;?EQw`L<~>h#T4tGZ<7&DJH45g|h3QG#Q{YXv3k%N^vY<;f_zN z4@yeDB3?;p0E^DSYH3AHnm_JulO5*TU;>yo_&r^Xn|L=neX8^m+QsDUS1#n5Pu| z-K%)xDgnOt{4}~Y?qE$QU`~HV2A6)bfsfpG9)Hkz7Z_jvisch$G3XwmvwKB`D(bL5>K$T!{R}Ee3*Ce5eEry^3QtaNU-~}U zo7YV-q4%Hz+bc5-e(U>RX!mta001BWNkl<{>&8b0OM*8i^uQhHQL>~p&DbkHh!(e(#XTxmk~{d4BXLAg}q%o@X^m>yYwor zr=RBG)#n*}6@CBR6HWS)uzvvW*eT?bq`OD6`OWuZn|We&H0I%#YuLN-cFrVwuMUdN zZC-ETuq!q8Js$M!khyBgfbaX8(o!D~RO$>yFP%Cs^|*dq`VNQ* zKn*Yqb=+LPlFzyDBuAK^KP?8mxwk{Y{sXkWgf)<2Vf}uVYFdVQ#gzIMM%`VdmkU5m z^&O=NOov_d+t4%|TO_5UK_8WI4=bn6V>%jO)Z1rvCxdlKf?;Q$y$1L$B9_Vg3cB0Z zIg-|%xzFhx5a>>x47TD=~n&yz{LATq%VY|a9?fl{rPTc<>s?`cNa8w*|3{oWedy3SXPDl73 z|EK>Mm)^RBot=G5ClOPNB_~$t9UM^yc9~sRSjV%^eFRTD_6T12(f6^nwTY`&FS8Ri z$q6!JqK0BJz_C%xB}{SyDl_RX94Y0p%0;!g8FKGHmgp>}Mfd8(*YK_HzJSX&u5(n$ zGfzAthj%J*Q53O5hjXRg;LpmGRmk7DRtzg0;9vdQe}(UU|3$u5^mTY7ksts;4@zS~ z#NUe}jVVp~sTkw9vSci@L`Xpnn`m>s6v3p?bpy_^Cil}aIf=VFM6%5bKPo!oaKf90 z?W9bJU2T-vZy<|oq+y7)W(|Y=ZM?ll4*q=xB$gX39QF?};Cye{3<w8U>Z&^CE5^I2Vl>K)EbFj0$q60qNf(SYBO5Q zH;SvYW1Tf;Qpm?Tc}wWCBx3(zlp7`vT4rn1h)ArKWlS-29K|s9d6vbe67HK0s2XY86^IS_1Xubx&FAh9JVUM*FcWDZ@(uj-j(40DW6L8`HEbl*`Uk<4ft`Qv4xk>-D=MnD88 zO%oSMse#3nb#!iyfM~>;#mEu^MVAep5|$_sNY)>XSbox^eTm(%ZImfBgzljrfEC7h zLBKjXn$TnkM#M@YI&vH{D*WM3d;)Xx6@GuzsPS2s7LAJm;*3tWXtoU?X;5=Zo%z+p z+cxy741>XteNVdG1O6E@T%`5udA9mXILrW{Nxbja9DN5hM$C#Mfv+7@Iv~b;axLR9 zMiM5>8eotl5vB_jDl`!df|RNMw69g_b@bbZh}n7H<4MZ(aTlX$8#UL*>fAg|9Y2X+ zaRqV7;i(g|3smnG1OZ<=mI@4q2z)8#=?qz>=%=Mc>}}r`vmo0Q{i_x6_rk1#%*Muj z59320eGKJ_#RV*Z$Junu-WoLNXPPVNNaG@g4@y~+sfNtXY0nwOE?&E_kLw3*)T%Zb z#zK?iI>QP4c#2AzFooDT@>GU*X`{ZpjFpY!3<{CA0e#!lywi0Yb7Din6Fy!8l+;kE zF%_QnN&?@gIH2z>b8P|8An7-;7KCwPGT96E4o~<6W#Y9>yTIzP4V-=G5up1L!fxlT z0>|tCmZ8?qH2L-nH^_j5v)K78bI4d`Wp020ncs0CXN-^PoWh<3F14~TtOeKXW%{#Om@wO9@!`kW5R=|db8a4;gFR+}SSGK4 znIHl-nD{|EKg;bSO$P%#1YVO*03?2q4TzcLr27`c9FM7ywg8^(&K}noN3Or=cdX({ zva?3X!}-+}91k4Sy`!}QOF0PGiX)E5B>~0E?oG=TBK=_h=aS0wev4JoA@Uoa! zrdb~ENUVkFbc}!Zd%us@F1>+Ie)1DoSzbV=)4>Zbd=D>t=exLmbCYYZKmW_WWUn6D zg+*Q|fK-t7@ls2Nq1&Uiy)GO4#y1#uDq7c8zXMm&iY z?-XZ7_L5=i>g#yu*`LGKt;=HUZ&A$ZGS{R1ZkvCeqm3=${tyGw_5+lnv`BHFwd(p@ z%Mxe~eZSCr5V{X&Z4TPIaO=wmyF22N&wuN%bm`#MMQ*4qjTEcRE%Ed@qDIg_=X#EY zG$D@0C^r@`INX+$A4?mPQ4gK%D?AaN)k9OAJRNnI!c0x#Px_e6RmiM+y96*pit$OQ zMVx!}J~LpBl|Qd(KIB)wK99AN4`TE3Ylz5GA-`{rz9VSeLx1B2Rc1pCc5ml)hm^ez z1>W-)yzA|#1Q8+`{adL8kT_TxS1}@QvUmX73E-4{R2NoxT}%kXB$+j_GkF@HIgc$Y?XYpIa!#?_>0XN69 z*O{(^mqqMvuygG#We?3^>5&gJaM9VmirZH%BIC6p1(>UzKuH>^skG48*+n6f`;m-n z1M+)t4q0}^G6$AN%}72`7|Y3|#GF9)24LRnVP)crWNE*UoAhN_zAtdiMUm*kehy{} zliAi7aH-Bx1sUnDNW)Lp#?o{pm@^K-J|#ei*zFV2q!VDMCurE;$6+*Pwt$%aTI_*G zLlBbuB;<8AOSS(o7(jN9zpxAg#*m@XoS>Hj`IeED99@+;lVf%bK%@TT><0Heqsa(i zJmoW~Fln`wheymsqFXLB5fGi5%=s)AtEW!kSAP4S;nAl*fa9k&n0ihJ5ozzchkY)_ z#)C2T_7AataKKISd}|(!MguF2CYFz%;DeQQtlZq#Kkw?z}LU= zHN5f0MO?peL*vbSp?GttWT>SM7feq-^9(-ziBID6*|S()SjB6v{1Cf4hnR*Th_w*1 zqhvBOKA=@uOi_n)~RzwnVKu##OvHrmUt@y)F*{OfQ2AK2X9 z#m1>KI5;@KH@^LC+`6@ipa0Zn;8WyS7-BFQVt#pzr-w1c^~5pkL`Dg>H+S*7|J%RB z_g{G#6P`XeC=tca6^*;C8Mz!wMVp3W>me+MCms6i2yKk4DCUlkIm?q6GOxrsF!CK> z$6$&MbA@hOd~&6>A`&w@Sg4k(JYA#d08JJvmW7(@;jr7qpidg$5Vgf7PMtW7S1!Ja zh#G2U4`&>^=a7*hO{*+HV2h1aHx??o*w`v!z`;z*$ux(x=yb4&Ga~;)%yB}ZX@hzJ z&;%wWr);{xZR7}+LB&$z-at1rHU5UGZQP1&g9ci8!Y?s0*vv^A3W;{o_Z*42N5SM* zs=wZBwq;Tmth>;0%a{w!aM+J=dxxB(57jit;s(W=jB(}i zMVzurXtY-N^Ac6oGG-%|Bz>eN#lbGv5Nsx>Oo_}gdZaA>G`xn*L7anh7HfgQZt1|m zFoRoept*b!{$L03xW|Pq6_h0x1<*t5)w5Y*MBqi>_}l=LDR-NSLn59Kdn8MUEz7{v zbTZ`TpMa|*6~myj7aqmNiBl5Q5~XlFii(d>+a0$?hIR}B?+i)_4?at$wM;^k7)jCp&DGfu( z%w;yll%)=0jA&RlRz6+Ir`WUx`A~Ln`T90qdifFtk%?N%;KnIDdOsA2h!iC?P30yu zvu5JIEO^x_7B`M_aUD-0Ovw9!Od%~{yU@N$;6y}hj6~LHiGdsNwV^YTnyCI{i1BE^ z05Lbe{EnsP?FyoNoa;m#~$ zKq=>Tl9w2n>iVf56GJAKn;%Uy&^^M~r_#Pod)40lju^q}{!yt^+5I|ZYPvC3l|m-b z`zzmI%^I`Q&`3b;4;jncS~*Up;i@6gQNl#}%T3=m{A(2XK396T1id`2I^j zWUm@xx%GMjOh!?DW?sK}8(Z6dF3+jS9rR4Abq9}r%x6hb{we5;b!-MCW^p$2ce!5+ zHSk`5>%BI9=WBn4kN@H?G62OuDT?Nw({|LqCQ%?yJV7!s|I0zQ0*r!L+xps$viTj> z>#9UhUAajkoiBLygt_BuQlvRcrkISoXf_uyXm9bFsWe-tEp4zKUvhTz{bUaBQ(m=! zoxz*Awi~L?-nw~(KgUs`LZG7WE$E% z;AV%+RPQy-r)I0xT*P$HlRNf(#JCxvwBF%xod9cRE@1oW>+CmU<)F!44YzK*$;`sp{D>$V;>^>(jH}=O zOGJ}F{yJ2H-}l(FxPI{kbZKgz;|v4XeFvrW3Tmxm0w_lzU+*I?t8XvgpDfL7=X?Gh zpG>{ZSOGomp+6a5G&n%_V3X4WsGi$6_ZSXtUB=*WmqGGK0SZS0S7S;S(I|7x&=Kzd zy`k)x)W*B6UY@p941#`|hehB8v50C7HcrgV{j5B%gB$mt+-DeT?4EdTZ= z)cF^CTUNl~O2vm^cAE=(*M-ji(UI3Jjz0a#G)3p2jm3opc&%m*yr(nXVN^0AAOyDB zL|k@p=8+5dh0lK$>t{~$CL2amY~S8Q_ppaJv@jk|(QfavDcsV^5}tbEX+BIkq!AtV zxL}g5OfKX!8Zn}>O0JrxYk2d`SMk69pZ^lCyz(k0VZ>i39q6X%kysvE<-`_Rb1nSl zZ~O+HdHOMo20ip|y@i)9{s1rj@KtmO6(e*e3UdRk|Btpe4U+7-&I7;umfY9M+N-Op z_ii+R20-i!34#PkiKInR6lGbm7R#1wIqV-}&z}iL%>0^(7|EU(M_4oR$dWBeqBRyR zN;C*k6d}nZ01*JOZ@qU{FSS=z?l1GL6X%?JUuHF$l4D|~6cB;#s>;mw-o5vn?|h5I zI3#J#uUx2!!d&e;Z*;Ve6!+99-*xBR_~|eH1S+b7?v-np48hplYoRm9Htdi)7oxpWm%^K+<8O-Yl^I&)fF3A|w+zwulD7Jv2Ht9;ng z>lqh$-kfY(msYVpJk^969YXh`?{)I*((byXwa>CvO0hFNX&rMyA=haF++4*$+IXdp z)Fi-~$igGG#&l_cC(-oXWWuvFx4^N8JG*;0dFVI}%^kqn>NPHUsj;Ta>NvDv(NxY7 zTIPP9zq|lZ-zZm}44R1LVWz`W*vTds>Ig_##BAOZ`|OcGOb>Q2r>Q9YpQ6uLOto^{ zWKm;EvIho#bhDt18~Jh6W`dmi4JyoH-UKt6{+vuKN;V@R)5E~mh0Fw{Mmx=pGd4Bd zcv72hifT<)w9F)Y@_I|&(S8%ZM7yInHOBC%wnoK%guSYP{j0916$1&(>Ccj%n?#uu5weiy}5=`eHNw4 z6i+j0eerajfex8UTRM)@6mE&8Y?)~vUmM$nu`DwipE7KmIMe`u{%K31Rfds+&0&H} zVIC#Acchb6LkzqjlF&xARKjpLVr^QrROD%PMrBYS4IVvDVS@Ic3pbOK37a4Ab?yv$ zX!g2j_4+(XavAx~U~YMdDek4Pf?}n?tby2y()(iMAL-Vb2xVX67ZWB(@dP-Kq|c5X z55iSBVJ&3zGZzVEHDcp2nFfnVStL2`QK%VG;y_PYdjodyK44AEjkOfWfCQ8kZt27d zp^#f?)K(Hp%wnce#a$0Sg3E;h*4}%SP0}n|$lT;e?~~zQcMmy#$QidF!&W!LObhaA zG14b`8?=VO-{PX%>%pTU-vD+*fsQS>p^bjrN8eBI`2F|d{yP?sOIjEbB{2w*_!1>V z2Rp6*NKgKS)w4gBn6ERTIZg(f+g-f&@>{Tb5vC~FL{Fh`|b^ zS0z&|VQOI({eDmO5&Ao#K~f_W`Mf_3g9xKA!7zyV-!lZRGH^MPBAz0E!U0bVNopa^ z_A#>pxXFtw24Z9KJ_tQzGGfq3lTSJ$oJ^jhry7fgxUot%oDY1-?@r8gfSQgt747dg z&@%eIiF0gU;Xt3$8}PF`<=EV?aWPHa1EU0%KY|l-U?A_CeC1O|?l}FeF@!cBYgv!c z_fMALRwC4H1{Rc&2qbCRhdGjH&Gy?Z{`)k7mvr)_5?Vyb)QkcG_Bb^liFD*!oHmZ> zl+nbXDq%A+h~p&M^hEEjYO#C)_4y+>`QVSBvvnOeFTBC54s$lrpoN)DN+zebeh!-G%ZN53 zk{o={uj+%J{BLf=|C%4h#^rZVsy48<-Jbws#$U9i=ax_5>N|fmK`Hv1f3?Jey2uvt z%)Yqr%6E8>NEzxft#v-o>?jSw5rC2@RoStgJP&xl$Lmc)3OYq1(a9mV-7)n#jVt< zn1>Q1+cVaZQ&^{eqNn?*qBc!# z)4$UaG7_b-z2~1rrCesCzuEa&HXb#G+zuUfB%3bG%;BM@K87bg_7w7!0$S}oT)Vo4 z&5aFYb6L!g+j}X?5_2a%!$w7vxBdEC?=r$j-%~ADFu$|_H|t7PF->lR0m5*A%a_jK zfBc_*6Yrlr%SAhr`Vw)HjCFC$a{^qL3ZZOGx)i`^V6v0v+!Gc z6NQa@@2Qg~@#vR+0zY`|2l(C#&oi)4E>-c%|KL~fp}X(FGhhD`EFCz2Q?v8Z(9pp~ z#Uo8I!V!M;fB%_ zZ42#An>XxQv52Ws83!6u9PyE-7(mxTkF>a@Dr~1H`d|HCB_lblyJWIYMLbQ=S%VDi z*sgRI@?SdLHfdRmi$ly5ZI| zLk108)>e|cw*zRcAL$MA647F5XYWWy)CA(4FwWae#<|#PjI_FzEuIXzC^7p0Pjrdt z!IO_MjUSq#D={sWo{(uulaefV{(Ckvvk}|cF`7-Iq`(fy0hKb=Eua%d7;Nuw@q7Ko zHQw~7xQKP(Lr%pc`L8&48Y6uc;a}io87MN~M*Q`76QOG3BA_+VXLw^V_@Uhcsqe&77 zXj(NfYTP0`tB72=%F-MwFANb&7vN^I9&?nrqEu#(Fw2Uc?$G#Mj8gMK+3QR~oa}kI zauIhu_9z-N4V)VU7;K)0n~8WrO`t9LECjo2$ku1!PAwqjM2`$lWy!>KXX7US!dBNq zsk(@Av538mtMI}hTs9#UV2=PD%F*?L2q%xs2nzW zRfs7LGGElqS;Y5)_7Ka;pje*5^wJ9AVD|%H$M{P#UeZ`RF$hZgop{W&F%H0{XfTtp z@i3g4dmk;-AY+kvGE~*G|RDW0BBF3#xvka zx1*;|G~G4ky$SqYKh5w~nxaS!?EIM{&9KtVJX6JaByMSdal%g}Eu75ruZ@CjwJ(ZG z>Ag2iV6lLqKSI0HO8JY!Bh^f;Oq-$#&y$WIo0B2eOy5v|K0@G$gx zaB~Im*dfzR0((dXU<+VcE+kl-uH$+qP7QLQ!DMB8jL1175|GzQGa3?Y!fCeF+)9_SeeIR06|iV{$oovUSSGN1`L z-gC(EnTU;7V>cF$hDl^fCpXbupK{53Hqmi-#w$XYkF=FK>AY+5S{r7NUJ#apa%CFV zF21d&<}&@YRm5x8;kdw1k_otO6=|s!2~MnsMEp%|y=*4Jl>bXWT)Is`w}XD~Rjgfn z1C_bMm_2q6*3P{qk{R+xB7le+4o4#GZuu(IW(3rubOAFJyba88>$~}X{Y5N;n-?%O zdkEORb_;ALUv!_T{v7sp#0}(c(B+$VMC&x4wK0G4A-w<6w-EHZ6347GUH=1#>`0$w z`s}s2W$dl5V$j*u_rlzVnAsrNQcYr4^-$^7-$ZMRO;qC_CLo^#F=Q~Yy?KfC`Zj}; zwyysykz6DWdVAZbHx|adJ3Zq=(bsb_O_Jw2Qvf)N&p@A&d;A`3*U_Nt*d&ntp1?mc zFN_8)W=Q|dcT;qhGF*PZ zDJ1n`1#@!acT@=Vy)tI z(=Zf}Q|{{$001BWNkl#JdH1X;m1+Rxaf9T*t~fiF6oCSZsOiv z6W{p#FXPI!>zJOI$Dx%Yc=}@>!{Mc6tX{f;a=Cz+*#;v`gLW4=*Fh%h;QEcL`0{`J z3cmm9E3^YitE9EfFwWqd{TySeR>8rk3XUx;urB@V)vJuAE1Cv4gkaHU?!s}498E$S zn$Y@l95unZIWolJbOmwSkC}FAkS=3LXTj#fk0uX3+Win2JI9+3HTg`7B-dG@eiI!Y zz`GaT!*09H8$*_Ia^nz%(hO|3$W4fCDyDs?sxG!8t<$2(hNBSsI!?)QbTpYQ#U;ya zY3h^C3Y`hnddl3qAOZ?~HLvcvFVyNA9#OsQmEipf_nJr-R?{|5l<+MJI&Wd@H zOLWdBPwbOW>!rnmnj3#YMfusXCYGciu?C;BjkIC^Oii9XZ9-^_I>yK(QV$A)(()FN z>cJJet`-vLLRh>C_S#$6Zf>&a=Ezd;d3xqZL!($Y&&3P>HrrvXetqTu7M519ys(1J zwTtKunwZJgdGn%4xEs?oko!r@AEJ(r5(l|r14G|Kr@gDwIz}=r;fZquzt_ZoGHGpF zOW-X*sfiNaZ!w)JQRd)IG*Ds?Owpd3h((_0Qfh;8v=L*>4TP^O+#D&?rjMXF=wQ(8 zu^WD|T*u7x9D*Q5b882^-Ux+!$P|8xz_fW?hdjk^_j>3KJ#_T`#giL~iJ~>-7I5T_ z58?i&KZ*InhZwM=&V+St*4W(2Y^KTBSy38{Sl8kDun{_}*|aB$aD5*GcG}nLPzhq4 zjHx5z;y&5`-<(HFiId9sztUG8hW#ZVU#uselGDd#gOSLLA}vYa+;h#W5Kj{AU`{5F zON%JqaWB@kwonXPvR0xPu0OSgebw73eFrDrs)yAwrjj$6)=~hd)^TGSlqK_T?sX$=LwU{l^ z>yL<8#uI^r(`abT7>#+>wRx&YIm0ArN;D0hm;wlk6Kx7@E9O7iAYcoLS zu<<52y!V>B`x@}u7EAi`*)YpL8DAeGK-_0+n@mg=Rk{zcER{Sb(%)>QKf=bF`r5@t zV?Hryh|}r**myM7&$FW^nZ_4_flk_w>$9-RQ`|U`oQB^>5Wu2q;IS>_l14;ia?-d$3r|yP|W2J74v}8K_-{y<{$Y8ia+&~<$ek^WJ$u$fTq|e^1e+Qi! zWGR>RzIQxuKMou?goVW=^tNvzhy~oG>bg!8Vloxgx_cxNmq#^Q7$_dv#I+=SEfaxj zYZ(=NnyQ;aKN>OXDdfG4(l2Cx^G6ZvteAF?5g9QIM#C_D+C^(@!_Ad28g`I)p3I0X zg>GjDvx|q|4?6I=E&cjdnify-Y4m#ZUOD?by&fN2jYj52XJEcK#m%XevO*mG`_ASn zj@4_*LY)h~~e&aaqp%MEoEocIGiXf8TDKFo-d8@Hlo>-(d~AykNrh zi})p2=}#G^fnhji3I(od{Xtu^dTch7i&9#&Vv{ynkK`<`)OgP`|5mBbG5{13i(=o! zQHEcVYT#KGMaI8-o5&O@eEr$~ff=S!%W*@PnMxykH7du?Q>IXb*KLz#3`n0SNPSGh zCp#y#11!|18q9p47j_F(PG%rR(9WPeQAzHP;NJi2$^Rpn-OS%5bzY~1N(06EG=`lf8#Nk`Io9A-b$Xu7 zJO|AU_`^OYI?%N#FCE6_#kVF{KIS7$P|5eLul+U0SQ2Ug*)eC~17*qt)07`G%Seo6 zoyU5!Fy1|hN`uOE1f_#oy@BPG!y+$LowFRzzV|Nv;6Hu^XV0Ex*W`Suj>Csf@xk3}HZklLEo2xi|@F?y(dXy(kmv63d zCN0ItM5@OdoG<_!HYXxbfUa-GEwFq5JW-J;6E%#EcCr|k>p%SNd@&AQOY^K{G}D>c&RH>Hckl6#)8 zcBX@7bC>@;M|42a8BwI5awu_(b^WC)O>PaXxys@R7d=hIszLsmL87pf4 zKv?>XDAMLPYW&PuDviWS^zSf~Hp@7$TNb7d9sv#a+wl9_C-gnY4rT4NE1kKKjE14r2;C>*q~y|Ib`Www_J%+R5DE}v-3q@8!=nevHd ziyT6`%$du(d%K9EAx}oEd=VB!l7%6fS1w@p<`vPWS_0U}6b-OEADLJ&GlAWhQ^ryV zNiEmSFgc=Y-wg(!(ikYcnJEi{K%tE?mg)_Z+8yL_6f;>zwU9@?P)0dh#Ol>mtZ(dL ziemjRU}|f7IAD-!uRp*r3P63tz>oMj@xmB(VG4KM`(ga#Kl)|d@u4#^m1T!oCCyzr zfH6C}nn))w6k!1ns4*OkhVXkH%9Sz~bfgc@@N_)K&oCqXl!QU|*_F6Xo^lusE9sey z10^io^QiGznv4&PbdbkUgHrG*OH(D4VLc@bwnec)iw)Q>W`|)c0FD*wrYe)cJs*7> zz0k*{@Bbx=u}2#Mijm?5zqffEg+c}H+%l5TVi)BbS1w}x#udDG=^Buof$K!L`TjKw z2Lsk;(=VrF1>3Ak$Hfy5KZtveAA$;o2u3|99c$?KXj(H$jV_f&ur1BR(KBv+H{|B* zZ1-^X{mTsQjg6!yCS&`+-tlRgQomU)V4*bEK%rV>XJooRgOSgswFCgTF0oHS{w(Ah zLQ{Y8H<_U**NnrBjKiq_v1YW0;ar+};Ez~C$gC{a7WaNf8b_Xb6RXH_cxplSVQOYh z7)Y{`QYO&;V#55d`FxUb9w!rJqPZ64Y*Z!Q4C*8uAT_Lu_Z1}2Rwc2aipNMB z?%3R0Wel#M_essTVu0U*Td2V;*WhP!aORI-;Fi&2!$`$|H+x`ME{awJFY`WpDrS$>Oct3!8E!Cw zla$j~KyDl@8;2L?@fUAhVq;9Xzma}3vBdSJ!ny>hC?YZDqT_uu(fdcNCL~C=erbxa z;Y;%G*;lOVG$djWk)d7^;n1-|C>6?>onOG-#wz02;l0IWFw52wBWMFI@z){Xo!$pA zXL!b#h!ja)%YsXh#x#MXb!}xaAQRCr5MPXlKw>SqP)6F3z|Iyhy|{wiO>#bOrQm6y zGKKQ=JT_O)%R{7Hw7t$Q;+aL1rx&>{AhYUFNuo=kR7ZJwfg|9kwiV7=l!E=^O=Ubi z=A@uZ7ITO1#`@*g*zlB_RC-n|m+A9^_GW5!NmqDp>pB)!PNO=1kb!}SnNf=C+;V+} z(@na&n_3@lyauck%QJwOOrxVz`mn$H`eEJH1dw1nLg?8i!pEqO+QF0P-du;zCT59v z)0AtNUOtAk%R+6BX%T9Z=3KGD%~Y@3#%R#w_*UZulq=Rb4Poc{1q}AK^!p9>)kXSo z<6pC2Le;pnSJ%fr8m)-J&27fZ?X4-N+Exn_oVqFcd*f*1!F=OVbE(~<*w6wW_s;y z1Bq(DH9@ITW8-Sy>+_$@ubjZv&JN203iSmxo7=kj7NQ^?f7V2C?O^|qqpwrrhPr!riqP}z(@nC?&VTlpg4b=!YUD4 zS%ldV)-JDM=f*_=8PmNHC=B*c?K!xy;pw$H23{ODz;3*Q-7Sy(5a#FRF*~=w_mAGU z9|X8~?i}|L3>Ik?lE|olnYn2!FC1pJarMAytlakrHqoT-FE1R06@^%R>qXR8?$dXH zCjE-NcZdm)E7!2s_9$|Ky^uJO2?9crOtx|K4ooke!dtJr$OGIUTgTPQ7ulhoBzj34 zrYv#tW4N&GWB%wp0Hqb#d+?kR{9GMBc>WcP_SRFsG`bAkK`>6Ux($;mt=rVtzeHio z92=i5kUcH7(!Waq$Mihc_2GnXmfnE)yhsPFB(HQc%;Y3bJ@zg`oEq6X`9hu>Nou5q zL(*2p9I;m{7CGW+V{;p$QOHFpZ}>d@C1>aenOwkcBA1_HhyRyedI4w8zK?U~&g1%x z8$9i>SqCYY1-)pkT*v+Qeh7~|@(>OkT;Kwbn!xA(^jU1|Y_nm_xeFJuySv91tXiAJ z@_{4h^?DL>MHB2G=4l`0RV$6)!|07C5No0LO>EY;fHHI$7Y`i3-}>xlSWorL^UvY@ z#fzNf`osedp^@JKqE31P^SJ^}9zB649)A*t4lXlL&~LS{v$f5|G-dLV_W#oARlIxd z9B!;$2DWY>KkVVY*)sZ3jNT~ZYfSMR&4G_0IYKjC$woexVWe?mcNYaWgXQ@}oH=p? z-YCG$tu2Y^0)&cZ4D!4HO%TXl-vXJ(sS5kuOXhFkG(0BY2}8 zZr-?r_OOp$zsIk|&lMFD%ql1EHz0n+)?rZF0LY$`@(c4QnF z>x^kj$&`Va0u-DpT6@f(faCC_pQnq7#>^ARjE|x~(^{kbg)j_St=--& z>$VG?Sq^csuXr*O70wK$srHB{)qzGD({g|O1d9fNe~uzL8r3O;U6-e6gE&Mx8uDbk zJ~fYH$L~aAdVx_s&V9`mc@u1QHqqK$L#N&3N!nJMBpem-#)x&6c^tx{eBxLkJGF@E z+7fn~0XM;&ZkHQ&ckuwMejiD@g~S^m@kfROkrw}nSWYtF!3h+?n-?zzV~D4>E=#|* zt&c|nez+KCKL#x)uw2||c_=w096x=Ejka7r5!Brup;5`hKDdN#w<|Qek&oR@AKTp? zx+7nTSS1rT(sPq2C|6s=lb`)bJpF|q!|^*$BAb!vwAo~1jDf+#h)pedwv?It^TgTW zn875Ly{PAnkS!FM(%NZz$Yv8%s~L{%qr!jCA2AJlZEY2E^YbWA)mUps`>bI7+`{b_`=g8-9}HM_cV0eVRFZVvfgi8MGxvmP%=4F}vSW^2URY zKY}Fa3Ij1tEusN7$2&rTFpjvQq`jNUU-`a_Q=Ufy8HMH)SG z1YXA+Cn?@B#8hMBIliU=2ENZRlOj6I%GDgg1*w~31nm9t1==4qo znNkh&D@WLaA#Fr&_obwfqKR8!mbQ2igIz7`xvS~V0V%@eOFb17UPa-TGdm3vq zK#`s#x(!Owraw*r(TNF%afP=tD3VNM;UIdMEJlbhOk%WKlqlkJVh4FZunJ5$Oy{R2 zBFN`?|IH9{ZP3PGZ-=wltx<tfQ@tgj^XWRYj{^zox;lpMfsqFBiC{$##rpExkrz;s1CG-z#m zk%R6aM8O*(=X=1Y2P;G73L-zF=WBj?iajToLBl(x%dg46wlcc^Nh9NNLvQ3>!bZ}P z#zc0C<`i1>C!Ay)*ld8O|mML_o1 zUutUU5X&UUn3q5mil!q&xX#YH-Uki7li=p%cTkxjjm zjb+Rqzn_72l6}wx3;lrK^Pu0JaPg)ZCg4nVF(g)Lw6VqVwFJ>f3|FBU01T|#w)WDQ zoWV;aVwswUS&udk&DK}n$Lyiwm^*Tk8#nrW^t=(Hso&f}NU2r)e2Q#^em7C=SMGTN zSKs;`g1)2_(7i0x7I5(NVc0#oI?#>!4^0rY{n%rUKihR9W z+Z(J+pHy_ikR9R#{oM^rEgeU`GL1oNi)%(@(pQLGL=D=`I#eXj97$DZ_2lbyR2qxe zUOmUaz~t|4Z(POVk^51o&Y<7h{w#`>DTEX+TWw(B&_}p=9grVFw~OVc&ai)#%S^jOJer7Q zL6U0A!Tg5~@BoW?*HT4l-!PIsiQeaE6d`vchd=uDe}}89ufsuzQjU6rI<_{iV%Tr< zFhokeo3N}mnb|!xJ%^p<4w{=c(}XC)#iQE3KML{CNu`06zxiv@FKiOTPtPz0`Kk@wZW_7P-DvY=Rr78^1$EV5ieYHj~o`i8gpiL~~oNmXY&g zG`F|e?1rZK!~!TWIFQG=bMNBSH(tTH^JnqeYj28vKXqM|7&KbBuk13B0>Tgaxh53a={K(Uvz|!0te&=`p1KvIR9*&(niBEmv6DUP(fLu8z zzG~Gf7LPrIJ5C&9lxTfz4TIi*8$2om>r-`{zi=K4^YgqBxvec=*kISm@1aLgh!FQ=(s<@9Sx9tGu5WEK&_UPh-s6Wc9QoXcvtzQJl!_-{ESm$H_(iBx zOQ_c?=zAV^ciZgH%lXbB8Naz22^DR;3i_}j(z@7u$U2(BNZV^<+t_Y(d4fewzgeP5 zQbSFk0%>)l1oiqN+)^E?xyMsr+OVwKn5Qs?Mibax2g6_|%|VZ2DfkTan+k*x#hYb} zR#Ru>rVh-Cn*w%c_Xey1HWLt@E-BHRx$HsU>Zm561KEaVLtsNJEuNDvv58g~N7^4E z652jdr*-Zt9Zu40#VOtfGeKp~K!<6DN?DU1SdiLC3=0#@uQjM(NY}7fM9&{!xOJU3 zODZyBBMs1il`(9ScsPqE0#?pN&aH8i4DI8vxO@VK4xPe*r6stI!wo$(QzHUn+$>KW zH)s+R}r=M z5PL((l~ZK*u}7UgNsl)1j%@Y9nXURz1|K2N670`6b$14F0qKTNgd~1 z+ZhI({`AT@%sq4j3)2LA^bv;gT2T@pm!(ZT18-=<3u5$XVjDyf*QXm6F`csEmZ$NV zpZ)vz#OJ?=O0BBbldL6WjVHm(Oic`dZR}WX5L2bbW>};HC!ng{Xuxr0oLZZz^Uu?N z)9=pY#3+tjcDI^sShU`3SF=%EZp6vSJ|VY!&qFO&<|&5Bua32Yy3%xOOHai4a|I#4 z1~rfTyjogvpc5A?WhPUue7_%JND;0Q3^zI6pwH8y$VxDv_w2g3=Z=$Do~|Mu zv=Ne9F5SOy#H<}?>bma}qeSm-x>!Uoc*@EeeK9?g{BZGW2_o@)APT?n zc;F1~T#i{Fbnksn{1;+2a?Bu;t1!)$GQT;8*S7aH=97g3HT(qjk_qL=mO|Ev1K5$c zopY?JZBk4~Kd*fa5|a;XIN#&q4(YS5QtF^_&o&+o#P}nY1 z*|#7+y?|~!M7Oz)FbO&1K1+!Yp%~Ofu{g35CGo&=4MkNzrR1V_^>qw8EyP5HrR1J4 zz$`_*5}lmZOyZy$Tky#Ym@6Pl_G!&pKw_oWF9p!J>35{?v}F=*jQgOo1^6?@5w>== zCnH@ZCI+#dqKnxnt;td*gOzFtd*|Opv$uzGuFnZ1=F3$IjY1aLQUNYCGaUbzg`>?< zgOLZnFA!>`NbES0@!6;pM7k6xk+0b{$s@#t8q83m=gv=ENRvsBi@RJ~?`w+L4oPh5 z1L`&t|5UCtLD@5qcOuu#)}BO3Oz8wMo1Bps5baZR4}AhydE)Pg<}{WfmN5llHBk*= zOGdoStS5ipJD|^BAl*ID!<`IvDF)h(d0!w#Vieg7)@O^fx5i^LuIaW z*;&JY?)k(Q zeV)CIYbZ9BP@G$WttYWbI7DPSxJf2-p(M+wiNvt2%kQGGd=#~XgDe%G`itrqx_6^~ zkM9MoTLvfnAy2j~X4;AufNdBJiD511#0nj2IB^h)?~01XN_+ykTElT1Cp{aJ@pwwc zE;My7W)(NBo%R-P-q;itS88HB9v&!Ndsr&a=^3Wh1J|}RgmR(`Z2Bxc8Dzfl#@kpq zd=ig6{1`G$mc7uP{?zAieQgsjzw#nC@M1I^@;3G6*;Rb&FTaN$|M8z>?~Ycp4}Tc5 zu{6;uVlwllp-sU>tzO~i_CbHh{sgvLKt7v6zBI#U1ocWP$e~PeyEz$r+F2W!2w3qg z96ELim#*!i=MB*DLR2cmE?&lPpwRDbYB*cKr|tF?SQjpf;h#P;6V32ZDZ@_An^-03 z&~D%JIRW4slkdsBh!{SU<`a<|!;kdvY24@wv%?zyNgVIvKPKs$8pmtXvqOx;0-Yb$ zSQco0r(cI1u?x`&EgBH_RNylh0LSylTri)&yln{qQeEVBp$1~6V7hJr289k;p zAefx{7421wM=^X8?`AMK6wJ3*TLn>moW53 zsFbV7WGVKnimyNWC+K!M2)ld8cXr^012%u7_rbI^jueY9BE8=rK-Uks8OU3rKc@vl zg+ORK@caNbn|m0A0Tvb(ao5qqc;&rI7}C!;GC^mDSk4@#mOjDEbOR?2EpoJ5d8&fl ztsTvZu(YeMX`*d$eYXS@V3&8tM$XlFn4!2N9_siP_lm=6VXRL0z@$~({k;gpJ?4KNfZLd!s7B_F2E>hz)Tuhu0S-zUPpAN z>8yV|{W3vqOfl32q*-(Zm1V=mC>+y5HS?4TIM1~)P$6z!d5@o6idW-?XTsS!UC5JB zDcTIo(g_0OsvT{ z_y9NVilZIHTree3Dov|5Kt^OtD2*|km@v}sr-oiRrcPE&=Z2ZM5ZL4UqI=FbICAnh zYgF0%Elcr!`E;M6*DUx&nTpY~Xc;H*$zgSp%9o;1$nNGjHv>28q|a)43)0<7{*4+} zV(?_M8P=QAGa3wi-UsYl9(h`Wk%j9U9oTgsSE|6Vq)DTqu)nhg<#o6rqZT5YDIgkI z*u1fgVb4d7B80L8WM&W)GT7T*gC8Zh@8mH&@u9m=uzUpFF5efr_k(VmX^hlhgJlRJ zT`?q@L{AlX^D!*v^w^u!+3g2>C#SeDpo#voMC)?MZ1BN{AAsdbLIo9YvF#wVZ43rI zgwcrqm+o&6hUqiT=11K8>vf(;uDGS|7bkZsF_4Rxxgc33q(P=hFHJG1@z3Twp5W1$ zH}C^g+&oHC(84=05kFK5x}2w?{)HvnW84<+)3ji z)kNO*ZASj|J0hQf45<;Y@B5fBK~kb{#AcksaL5S>L{E;i^M0s-NjejiHW8I}#S;08 zmc~)jT`1<+sCDup(VeKo333FIIWG1BN!JKR0Ryy=C1z$;N^4EVO->x5v%8IMb6Y3r zgcHT{{?99Wh)}0HJJ-?Oy_uSI#rm{Ql-Xyb4Q2l-GG_E+Y^{$l=!V)WNf;GAeLp8S zHQ~6I;bdL-NrLWRz^O+kj@IC0Eso($tcc|arCI~s&1+bF`*}T?PFRo4vVh1)R>!J& zVhF{%8=L@Qb()fhrEHAC7RR6sDRm$je_p!xgYGWNV)yMK2ISMs#UZV^cpXVDi&bwC ztxgYTpZNy*-4;izk{^(nM3O|1)=I9_#mbQrSUI%J&Gp&8{4;E?UFEa>p$8ttRQ({n z{^#!^ROeYb+-T(R=sibKDrQ9jq2EZN@8^{Z?;*L|M6Oz9*-Wq9;&XN3ktcAzzlB%d ze2r_R@zZT?rUvb-ZMgXYiq$&qyYC(bw%>c_9dz0)kz6HWlzi&sUAXJc`|->-z6$@f zSK;R0L3`(>NLtgwLzob;eHGb!6{TtkhYlaby-Rsiq84lUsSva?4jOYSSYNva z$$~d-AX_Lwb$UoLB?O~g9u@|JE@DoLl5>co%O!S7^BzMDT8}+gY|Ci#Q*lN*_?JW< zV>+dD$_b0i_>XKICrjx*F%9|>?TexkZ9E9g2GihR${rlovd~7MmJ)D0l@cXdl4LtN ztwq2LIwRIM*YGFL{1IxE0!|$}#fc8}d=8)d*i*QE?Fx2wHuOHMb?Y(k=YRGs)XOD& z`m2uEF%D;3nLdEvU)8Lnw*$U>~T!C=G@k^Vv_~-FMDmbGwZ~K8IGji7+73$_2iDUVobz(dJ|`8hRtCwf0TwEzMw! zw3poN_nUodFI5TYzJdVJN(sbIjeYPrntDVfV}^$T8Vv9i8_}?dqu2YH_`k|ygGa9K{ZWsRTBb=;!AjJ|C}OQ+tybmwK{Ueaul^Oj`}_-d|NQ&tbh>(TO0*rui&C+MGpA3ZkaL&@ z@`um-F_veh;N83or{6|C9!l|N=yjwa4nr5!-VR5;LNG0|~L zVz#B2#yE;BB%zZY(0MY{vm7?{ql1)Oct>8u=8jbG5qelDmM~qLMWI+{w2C9I!hnA# z#}g`hVr!P|gYuXCaHwM_Vr{}`R!^Fl#y_;z>7du|B2Vt7VTg_LcYe z=h>y7i~tD@>-Bi51qL5n22!{XrJrRxsqL;2@zj>*3Yc{sL$2ew>*L0c+T7WSk7h53}Fi zLDk9Nz9UDFjJm>npnIhh-n}}&-i{~v&QjUIatL~%-{YX)Q@q(GiLe4_TEpgK46F#? z5jYXrqdp(}ESX4jEDbjSF5JE=jg|4(&@7H5Q7KwV#S~ql-qsr8jZnx|O#2tQF8^;F zp-pi#1q*-wBljU=%ao7YRef@!ABMo7BDnrYIQ28jI-gCK_Ql<`ad{lCB`zxV~@ zi$!c~-Q*@5oWC8VbT*=qnua-1=HIm$sYzilsSEn)CetyZpYdcp#`syX;xV1eIDy9r zyTK2wko{6<%FpO5A5IRh4MMNkb0AbA?};T6l<_NDO8}I<)9E(Di};DX7x}rJv%##VRsud zE2r3Ct=Hd!Q)!^@^^jz9$WsJtEGDwu?VGR$J>>kak1C+kjs@}dqdRnSzfCY+i4MnHuRtZ4^;vh+#-f{5d$)XjclH5OEiz@- zU=OZ7f$aaB=GkSokbF4A6Ry`tn|=eF7|$s2 zoNx@NqvI$IfEMf53P(Qw!=sKw2090i6p*ns8zr^OR9vSK0NQVAIf6LG?t8zJ&k?<% z@Anbx4$>h@JQ1r4!%b8oH4v@&t#{heNe~e?j=tAHKt_j&!he3@ZR~Ug=yW^6F4Yn@ zW|En@hbO>2ymPgQLg7tb%l+PfnQL?oor>$o+4FdJ<2<~;=0+-iWrRvy;oYheJyHWsL9bq@Tt(j*?8N z=cgJxd`sB>L0C65lu|lwwpb`K%avH0yB+c&+kvNLnE7lDzw{6OA#Pr}hEU#l?KGLw3235PQ7M}gqvp8_@5bl5AQS59tS-!*1U_69! zV%VO7KNz6j>LQoVGi#cM?U=t{N7jo z3y>*d{_q@2NxIt`m{~ZDUhgJao0p*y-;C{a#A=MmI|gMeDUA=Xjwf`wT!JW$592dO;Cq0N-0{fTyd zCQ~DtmQnLhU;sHS8r3mTI7dSt8|yoG=WRkv)-=^xNkObE%rqA8@h6|ceRrQ>v%0}v z3qd%*>gp=~;=A9)xl5Pf`Jr~h)ElqTRBzkC!rVL_zW;vgHru#%V}teZOiAV9Yr+wG zBCbaUx)vi(9AyWYREkNIcDmJ>?xkV{AOGmb@QJ5BhH4?lP2Olkld24!eC#ni@!=1n zOBtQ#e*k~`Rc^q|t-N;qI{xtczlozKkK^vUPvOd?3%GLS3TvuA{p5%7+#mi9GQ%!; zIPsKBB_`82;liD!d?b@^4T-XyffEYNk)vPIeO^qY+-!~u4*G0EuaDO577nf)!vkmT zz$@=w5;|5U54brgDiLr#G{>go%dlJv*=&xdxHPRFOCaPivN_{DVcn{g&5HgsRy?_< zXdlL%>mSoe2q<|w0t3~{SX#ayRl<1LcG?V5+ z=CGZ}m8R$E+Uom^gw4#ZusIHGBrF{vntyW#Dv*PkO`WKaWOHBgI*@6O(s5pna$$~I zw2Le7IkSR$OE9*>t4(U7}4n`x6|7Fw)xkyT=7*0I)_COWrjTqH{l@EF{n z_esZnimPk^`BDjP;=&tvP~AR;tzAAG2nA##ywK-nnNm6^A%luZ z6+{?%-q>U>MH44j2P0RbQTxIqvDJX_NMBc)@?tP}<3h%3v&u1at~?Ao4e$s$}NCvH-NS-v;3=H1o+S zB1XU8LaQ}m_KcIMpx-6>xQ)j0GDd!c{%RXtugysyca{m&N^0Rijj8)5ebTzd|2G(Z^1q?#ITFD8bY z3*Ql@k&6&TYlJFIZJZ2R-8R;@ci_b~PTch&99%wt=H@yBz=<|ub@Mr7!wfgkBw=z! zO%$9iYEA`~)z@*YwlwD2D`^ZB`I%#c;$KDaPX0@3nQNJJ?=vgW?_7mxfr2+pj!{as& zmd-+t#^7u+cI-~HtR>a|l79nvR|F%FR}?q?1e8z`kk;`-#}0C81%r83YOY3&zopVv zlE1k|KWA$*F((T}K%8Z9%}9pBcHWh97vtt66FbNh8>mhlW|`FL`Z_lE#NGS&Jkfw1 zZI~HhG>p+|j%2?~?0p6LWKAN^wLIYqO9f_o2E2v|BASrW>eKE1VDq9kon75cNY09B8^0)tK3A9{1jJ z3g7v&=diuqfgg`hE|w4l4R|9DQ;nlsYjt+7i4-XrH{c(A)3Md?3Ny1C~zOa^&zqGQp6)ZBS;(|4%Ir9xytI?Gs0 z7)c{M7-|EzxXaw zZ%8Xi)KqibVv}JgcTzWaiYKE&4K|TBV{I!>fGDD&TEl0a{uDmB-A4zJNDg`cr)LR0+kD>JQA$&fsUC{u2JfSAG}&{`bC&a-oJ_`h{OWuD^>H ze*gbOg(jo6MuB2$y!+DN;lRaZC0`31;P_ip719cxffk=dwUJTy&Y~O0?Bn7 zn_DGX{bL$my7X)q2xFU_;&BWr5OS^8TPF$8rkMrl?y?2URi}944)j49>*6}{eXN~( z8-uk~*%0aN5mgB`vNS1*6*urlPTYYD*RR5-&3<~L zV{*c$N~1#BLy8Z&dX?X8sa%CO7;ph?4DAe)#?X<3a(&B2mIy`9B^_NDAe$}X$jT{n zya>%^3r%WlbR1Zb+*(UjPOTUY2kfpNrwJ2EOqD46I$ywp4?Ky++#yL+povbmi+8{M z2Z(pJ;e;+OZzhKnc3ImVVt(~JJ0#~L#j>UQF{V)%wT*c4)-CxGv`njLfu|NWj zRmvq4ia7@MxN#=q&_Mp7N7r$!F+zLGmzkVXgC>)F%{+>&{e>iwaY05pU7|}CvrI## zy@@nfgeenPNd|w^5IDIkPkb#kj-gZfAhVU2Z*rz}D5?YkxrhQBP`b*{=SGNVnFQ!a zoMgn{0RN-e0yMHBPXdR`L}LL~B?Ux4Fq&q4=EpyWXa3Vy@b;CfD7wJmg=vYZi}pC@ zwmdt7gR>2|P7gc1E-tUWivHd@dzD1+c`qyHD|q0J!+83Udy!WG18U@*LGO#e%@G^v z`TRKue2I0_PjpGa(Ojlp6HO7&Y%e8EwxvDOx2>_iEjJJvc~_b(LZGsxCCxVLCq=_- zIWazb*KrhBB9btZi*(jxB;@tm%tnaVurw64sgCxfriT9EtZvQ{kEHR}F=q5y?6VOO zpd3iCuTO8GmWMq3A>fB5HDNx_=Nz2@)ALKbc1c@GMvF-tf8g0O<$^;dN6^Mm#HJdB z*d}S%OW$LSEhWViN>#1|=;~!{0`+?6cwKlQ`MQ)*sZQ}^E#FO0Nrp^EHrEOhX1SJ$ zQki40i)1ElcH>_D#EPAz6xHFMK})v?VvhU!-*5eF_p_;^X<1VKihzEEtY0=`vWF%(cWqi6`oRH92WzM5hbIi>+e&kY!Ze~Q*oPJd*PZ%~~>`#0}l zvAj-Xh7h;x8?=TAxUl6g6zC+0I3pK>29xZi3GU9@jntdlzV4#@v z@}{ZeTM?VHQwnkR3X+kWfHYJD(*919Gf14_?e;Y>@zMr}leH`lXCkI_MvOJM7&>BD zMuxFuY^((WoV-GN5;Wsd>A*(`EE!P8ZLe`%66g{r7lH{gWR(go8w<)QxSg8{nN+ zTj;g|J%oU!MjIOK#NMs}mX~-RO+FJuk&al_ z*^3pnFQ1(*82zl>xY1Xx8Bnq^5@^?vvlIB^!xS2_T|6Avn;lcye#MJcTx`>{k za=DCu_Rs$Z{OYg$Z|sG`=GwNy#?@i$D_}BmD*YOKK`*+c(&7xSS;mOB7irt+p z_EjTeaFGa$B>Ank-@rHj^y~P=U;KycNWZ(+ft3-!)a5C*1!JPm5uq%-*~0e5CW@s3 z<`)-GC>He4(&yjnun99X`zXfgJ5S^1f9?zT?ce(MxN&_8wZ=Ri`|y+a-t*r>qB5AB zzn^_BT00jwaUn54@-0u+5d2;X80Gi{-g);` z{QmF%4&Hq8E#BZcH`|6IT#GGh zOodX(*x??gICdn?Pl=|Ijv|Mf{t70kMDwI(F_$ag3qSUG zJaXnRS{J?p44dgqyng)}{?%9i1-io#9=PuzeDuLbptf(|?5p2pH&&wISeyrMr8i7G zv1x;Iu;?k2S_#hO9C(#k1W_Np)kBw}qhf8?#qRYEM^zZ3yjUAgZES5|W_}5WXQ$A; z<2ZhB?lJ&rF{~?0O`_-ZF+JwtVEEFIa$k2e7#M~&R0aFsLM>^yr;D&B> z^*jzOALB_kZK8uXL8*{IXZJcrVT?L8Q@uTeeh(XAfLx)1o-g|M-QCUfP)*UnTTl22 zk2IbjGst1$Wt67QDq(+c#xB@LAwq<5wt!DP{t?`9^dxTFyn(Y9-p9uFCIcR^24;rj zh}_vjFzjMu?E-3z1qP9X>Pe<$0h}1@_&iE-c)#T$swo`IEB2_M>z2v6$Okz#3Cxdx z0|%Dyxlex{XP*2puc?GmAly7Rw)sLXeHLw7_B)!`(mqG`fs#WEO=|z)3=NFvf|1c= zL6$@9u+7)Va?+FrX4qINJ*dn^FLYT)JI04>EERb}xa=8_(LNQ%tyNse6YW_+MKsAA zsGzsWJC7JbnF4}LMqGTUnWx_u_zcR7MguOS9F}Wjc@K7jENevRbBFw#i2)i-n+Yxd zNB``f<2U~0|BS1fEtKO^3XC0xs2A)lDVma_D-9pf>vvYy`4Q2 zNZOK&kSBmh8FIQxK0j07<11mC>4+4hi9G8n$I|T|jS%xQ%Ib?DL1}B|Do~ix>$cM7wGAjoJGLUg2 zJ#vAL+EU~5l-NSFz6I2A$ zO^=ue3Nte^d_4=f9CF0iq4U)++35M>$WspkPjtrQkw8(IX40>WZ$u)jBw}P#EgMIV zoknovByPU@R~WP}3Yekx8-0?t_{tAn`hPfk6Ijj8^E~YN&i3#B-M6{3b7n}2+i=lp ziIOPEmL*Ge62o=_ByEGVse!scilRo17C{l9XdAZ((4s|?I&GW;jTbp~WlOSTSCJ@D zq(qS-XNJpcobB%Gzb|Ji-sL;z+&gzDw^yKsoVoMg|3BwD-}k=H`z&ZQ&Y&82n6FjQ z3|tJ@*vt{;C4aB0d%h{0&^AUZ_ZhNl1_ibsn=Y70b=lCG6nQgb^2Rb7_Yk8njkC0j z`@XyeHp4l5^TsN!Uf;&;+i$Vgk15_%*y7(#VV$hLIPi)Vd?>aR*6=a=`8jWx{;N^) z@e9u_;Ny?X$!E(@k3$83ebM5u=0J{n{`r{v$O9lJJ13?8m&rffySJ{b;iVtGgO7dW z11JY-0I6Os6X!2r?OWf(^vLAEyOFTM1N%+^jId`U3RflT6D%;J-$!Tepx4L#{w@Q| z^z71_?Y$>P*^A%*E}r__Np;dMtPlM)H>JzX{4xL_PV}5RxIfq^ zy0d2=!lyp@JT^DC@xTAG-{BgHB;#pXf*Z^Eyx;Azf%~)1EMe3S5mYDe%yZAPDe(68 z8sA?#1f-|(tAF}`vk~r>f8m!&Oo{O@sdAbjv=|q_Qe1sD3xKg|1xctoM(p-6hX1Z!!hP(XYrr^ zXTODS|HWToW}=4MZ(rsDh!C7h?_9wj{LxpK(m{8IDeZROA)RZviWA3A;scL7f?xdk zFCZj`#qCu#dD`6CM61{5O(c#5EO3m~c*d-nljNpRN$+NJ{8}jiKa;nO`517n`usBRIXq!%pc$V{T4U6U;5(DFGgh4U=@Fz^LAin|X?POJ z_+>LNHMp?bl%+u02Sf%5asXQjEln<*jMgZWH)0ZuJ8f*-d<*^U4R*9o^uZ=aax(qm zLOwfhc(jLvqDLs3Gzek5Y*fb208OS+jfkSAFwz3qC&Lx%SZ>6DlTl%vAQ$OXDhYy@ zO_Wk3L4Z~?K>PL$(H%KH(?RFTF6QeEe#kcmJ$7T?*&d?X8-sk)YfgmzewQaL^UVeV zPqus3TppM%9xPm~8+g`ou}6b7qZ6&HtEP@Aqvk0>(hZW71re6#PT3GeGdl2MZeU0uOhxu?=;Fs~ZSj&o)iYu9Lz>DV zGYs^Eo(IuRXVZd2%jGB)-7QN6O3Wf~y;^o~%e9NxylK$uabcMxgKS1l5)azj3HVf@ z0Bd(i&wla4&*9(yPyRms{CEEeda;A0$r)ZdRKznJmc*!1cJ)kyi*Ev*$oMoIwwQYN znP)$MnIL9kIhyRp6pI&*(do3=fYebylUEH(EChTJhJ&k9GaozM5#GMDi6>8+0u!-d z+NvxjlZxz&3pWBgjeLG12mxRBQ~}mAOG_xRDW6Q>d!06V?H!DIZ3b1MNE-f#Om34{ zCk5(y?wCxWo9JG`TcM3gBSRu(p2dmKURjDjzj9D^#Gnq{3u0hU5fWGHY}m!}0EqPB zsDu=I77fBNwmV(kH)tQ}j%3Y58b3;|orAE;jUJspJ{f3w0XP1mNC3@*JzP?>l9)}% zd`H%lCk|{%?N?2ILFQr~2`8Hp$?y4mmdK=d;1KB4Ln}BQ2MAYvqXo)ozB+z~U8KqNW~ z24wsYWlU{Z>8@ye87!cJl+AY2OsW;flI-HTX{NK3>9;ihCM}RUld+_6=rysf`Nl?w z9h&gLHvP7-VCILUmQeZ(v2T38%+zCIO)%Spo)tQ8LYb7y`H(UzA_FvR=Wm=$B9#4P zVjr@+Fhm>xTc@pC>u`+xum}8CIQ?G@Lj%{nmgL}GteM$34`P>jw zP*)pq0l%FzZ}{`|mQUysyFQM%+MAo}ct;sRPGMFMZ5XmNu z95!l}m}LGNIf##fjyyMywVP;KbgwNydD+@3Fno^Q0Es|$zlBVp_Ab6ms$LWJdu{rH z{J3%A;iVtG%ew4mo;t$=3O+x{)NyJWDVg1N2l?wc$OaPjC6D4g$c>kWzeHQog4nl0FYd zC|63-FA^|W30Ov04upj=QLEswhfm?m@?XR6{p&x$_UcVkYYo7iK{E0Yl;>f3yXZsCr_Nw9!6+3L`7#-fU9oOG&$uQ@C46&@FLUm z`>hW4I{SF(M=#_1ul^AGt*(50H8Y^YfL>#1ehE)MbrH{8yoh6S^B8p6*xT8_px0)g z;NIFg9}>l@WT!cd%qAKas1CA8Qb5j(Qep}57>{vcY6^ezSAPYMo;%Cn0vT$>+F-H! zJG=dQOq+4E8I3hZx`?{ctCMDaaW+6biSWwT{|K$SH&HUFYV1|h&**=eQKm`PKOL3u zcrt;RkPfvJeaAyPGU)eWOqZ*u)l>MRA$onWy0;o%sAF`J%CwwroUi%72!3YSgh?x>pM5QTi+`NX(?M*lj&*Gue*&~u^pOZAvOlU!58M!Q+ zveYIz79@zNe3i^xFny6Gl{J(}hCn7FYQ~eJ>`Fb7TsASr(5Ht!BNukD(iM&T9_w(~ z40yFJziOvWN>TRR-% z<3R*#N)S8CBu?Im z#_`d0=V=)`gXg-wRC84`CP!*7kqv~FCW(C_*rUMZi^6ogY;TYYMU4tK&5q5AkbCR% zWK1L>^xkNH8jnK0w|-jE$Vdfg#v+-C*%e=Mob6ybbW&gOP)F1ZE%9Bwj5 z7u=6rynf>zwn%OUjhr>&=nk07#FasgtjM#FsW{xye(Ezb2P_?o`hNB-h$s)- zWkXzEBjkh(2a_{%NFARWe&2YA$$!Q@y78xRPewa-IoqAU!GS%&$^3Y%jz7<B|&mthr_IyF-ymZEjvELbTnJh_0B- zr3fHM#8bfIX;XrGH?N^``z}8I+;f4 za*5o6!+o_D;`}<~uuYlmq>Hr^t4N~I#ORbH3{}+0pmiXQ`B5zH{Y=4!N(nTYkbNYq z*GwWh<%H~^lSJhrk={?w-b?`$?~@}qO1DjNIa7YJN^GsVa8sNgnGn-n^Wyh^h$QYX zqDFNT@1v^axBdgEeP*Ia%x>BDCsA*l+~{mTHHKqQr=~gv-u}tUc$MPs_I9zreSb+4 zU+kMs3rE(Nr-Sv9hq+o6y>YQB~38)O~Z!Wf-2Wbi%E=v`)Js`0UHm9?|Z{E;L! zD;qK8&x&OW6#lMJFCgfz2Ux!PFEn{xTN@%8H{=Q@LW@6ePt<3q>;;&ap2O1eNv24* z_qX|3^MZh>-X#4?EUVFIt!0NU+2MV#Niik|`|odF^e-NobQYxz8H*r2^h2~>6;?}< z#qbrsx7`cz;>&OGnf2VohtRB7#G8u@EhlFXuWz%r5ldBAOrCKwbl*Q3T+1ifhu>5F zsR;0V>(Y-n0f9k#_9t<3P{ACgH2w6i_iz4>{yK0i5Bd=$k8207UTKaaq<|GFFkIvi^nX^rvh`nRo#k(7@opL!Y}{P0IvzF4c)@$dZV zuQ8kY#TUPW(O67B9hsovtt(gXkN=1N4nO<(FXNdHKacZ|K8D$aC3JgzymR>#3`h#d z30qbh_By+`{BUgC(){6+Fkpc<;Tp z@vr}{e~ItE_!3&}F0Q|+Zfrn0?#px3#xELj~jJ1soY_6}eo_B3?hjXsk zv?^7n$pe#N-2jXtsi`e?Y*wvZqJ}4UpML&%TsU(I5j7O_UK2s_8N^VBOey$H7F}eH z(CE=uvr@rgWrXc_-h}DxF=d;Ly|mb}Q#PR&8P<6^5wJAy5QJk4q7e6 z#s!7%SGZ|qb2U1MxmbvqPD)dn&5aN^J*z7;Rp3S)>vg&(&99~YizSZK8fq44D1L*q zpp?2$#$Asz13r9UjfXG}V9HZ`Fs$zGp|1|PcA9PfJvI5y%_)Kf&?tit1&soxM$T z_qzDnkFH>KuZ_<<^#qy|bqpOB(95+DW)4ZOlf4pL-G#@Jox1@`kgk@ z=ZNV#)m)sIShCAk+^-7n-e_gkHfwc3rc$?rb07FU@8up z^NXmEGAJ49G&N)sKhhYJQ7Oguanq(WdB=F_;&09QTzQU5C0x0>f!9_#IJQu-Cf*vG zQ#=IqOiG<>>XRzSXuk+>k;pNF#i=Pw)yf=QM*9q{Jz{}zWEFuzMgUiin@q);D$#wN zfdJSzQjvPN+6*Oy=YxuJntsyrJq}~mWLqy0DvZRhL=rIQ`JA3z;MgIfas*~>xaPnf zP~7j>04Q-XNrUIhuW6*2&f37Std3mkHBOG7EgPkkn)}L=%y`uvty+OtuU2a)WU@cC z>s?QA)`hZ(y=oWrol6)Ep-2bx=^`L!YIEwJz-4$&1`grX4aZFZxZJvOENwAiT(Mm>Ga7*yic#iK$wutkF zNaEA2iI#%3Sp!}02C!y%83jE*CryEhe&3?7!wLO0r&;G;yqEYMDm2ZEMhKjQ(<8`O z(hJI5BXasyYR%}1eaE3j@9_ILFhV!^zaIFbeDs*6$lG|^{2!7gSTkE2E0)4!*USQy zRN3#eLVW*~>j*~?p1JrCW~ZCXfT=7VL-g)dICK!w8rOX{Equ27+A910)BKswzDq&3 z>?}40*RQ^40O()!>;F&ZZ~tnc`OmcT>Rpxc0LWxLiLDE54NAbtNQZ^Q zVkST|RM}hp`t};hxoIpuZpX@nFJtoe5NpcR0aU=`*M|nCpLyYDQ7PBNBWXNFqgKTi zKmU2&gTDXr_tB_B6hac@$LWT z8`#_3$cA8>Tif`9Km0wscl#bb^x;q7$%`N2VI~g)eWCh$dR~?TmlN77<0A=2{9FjD zQ1(h<;_|?YSm)$nS1F@L@+!~6!qN=f{UK&1C$YSE0=+QA-b8?A-GdW8jJtQ<#rF29 zBqO96ogTjQ#V?^$lERP*W2WA# zlQA`Zgh+=F(?Did(AFgK5?E}IfW?z{oF^+okKDnbJL$H1&Mw>O~V~71O%8c zHj0j?ED>kxTD@-e9>M{9GJ!&Zx^D#W*7uMUoD=CBCJN)mQ)^(NZqRM-GwXXylWH!CgyLA{iAT!DU2q1d1s+b!HPIUE zW20}-CTDWe&(#|2S1>i}F^U$2eVs<78ET!CFexPsM3OB{_jeTXG>PtjU#{WIxewtJ zpZq*7{pcljX|9xLIys@6krIUx8<`PjhENB_MaJr*G;)Xt+eWC8()ijblWgz=GSU4! z{m=(+Z24h0P8s!T4b5r|cXn2VdYg#xo3Vc1x;Xg0dS1p@k_-dG4o)6hLa*Jz%dfu7u_g3(n|=u;)`$wbf!F~f(xFrHPtRwmBopVv z8mNT|;s_u_)9%%~t7vWA#zLdP(}VB)qU5-^Cg z^E`QCsgFGGUg~qxN7Hm_Wa&V&tec!#6>}6D15=E)x@snuo3Pl1Gm51gba?V*!2tmr zNtRQoB-~tz1jOOelN)n-Z-jf0nT#?%#H^9RI|6aUc3hTn_>^Em>;QV-G?}L6dK@G6 zQqk8Xq-h(%^dqJZ^PcCGq_C=0`8tdSeP)3WHMd-?q2KFZFz6#7<0AqIn1bx#nC8QR8_U_1e}b}ZMC?04oIJ$P!k;^_2saoMt989{vihaj!sZr26Q~v z%?#CC^~)eiI)M*2w)^}BWb{a=P1j>WvxV>)xKEa@e5hVzx6=Z9h{DKd!+^r-RY zeU03*Qv|7#x%3yO35l-f;(QI(gx5IwnUOWgSuB|??De%`h`cGaKnZ7Jd+?jnoS5Lz z^u$>Gv!+-ZgI=c(zgELTb8`#;_4{p%yDff>%}A)|nT|RYe+{VL3o9dtN}o8HqrClq zbj}A{6s6ge$Fk5YP?=Gsjg`ZhyrE-_h!o#WAx`)}i(%>G?)`0p{d0QSq11N{sWBpM@|pGv1&9-IlCe|gTmi4;<$*oh@N_O_Mx}pW z!I~B(N7>X{&+arKrrm)3FMJuLae@UQI1-^sUKxI7q|1cN)JB_H`ne1U$fH6&OCgRK z#5{?yL-#8j;m1)M`!x0^wo2fjLh>w#$4=g~NbM$#f&iSfw~;=$;mUBwQ*7qk|}}wvAze#WGq8|9-NFsBn>Y~77WlgDSF0w;)^L)Y%ehZQ&34*1{XY_Gqkl) zff;e%w>Wav_WB(RM?;lsMdCzHT)0T0P#LsA&O9jg|G5F7P7~k94DW$|#(&q!9qr_~ z*jeV^MtgY@$$cu9NJ=Z{A+1-x?6Z8QKO8fo^v7@B#O{6vpZfTdSX`RI?Bh@1&MU9L z9rQF(*BoqQANbx5erB8Aa_DjkaH@#~PL5I?_^!jV@%*~vi3ayww?a)+cw$S zf#0JiGoT330O_cQ(KrD(W}613;?^Itxopg=FdBw{l$g%{TzujgJpR~|8f_f&*+YI`b5m3J8^82Rn4Ou%H@^Aj*xK1pV`w=T zw>Q`Ejjw(MWs~6I#Sh}#;v`PZeh8!S0L_YrKl#&tgI0T&w_AFiH#fKNt#5t}SKoOX zKXdaP{OYg$Elf?#a|ABY_GxYTZi+bUvVQ=}_vq|HF3Aywx5tff5R|aD-xf1cKR~O~ z!PRT;@ZLm>fT@WZCYm00SN1S5GljWhiwrKDzVH~j?Om*`-p2KJe}eI_#rNQ+VMKQS zrT4*!Opc8_Jo@{S2mC>*h<0(^q^59w+xw{hm+Bt0*Xm$%dj}KK6B1!fEdP7=?%~Zh zcj1>Sh~j~0CnBQhmT}<&PZ1dpdwXq6PfxJxH#<|)Mny#o#;7%`NLn!lJ<*RZE-c}T zU-%NnqaNP4dM4J@nZG3;T2cjIDu-aUhJ`ECd8 z7WhCV`WGR86Vr<*Gj+9(pnL;BD?{*+O_o!pesjdocnpUlv_k&-eyNH2+y&fQU&Ym{ zuOJ?`^B5bZ7RO4dPc#Z8R&V{{v^vdv5AvTZlYT7VlzF1W=8Fn!RDIwBC!1IfD_A~R!>qf`;0{fq({ca9& zFilKA6TT0`YSQQvmnr(B6Zhcw4NT0;@@s5wtRo3~obM_KvP}?CkA}=hNiL70Q#nVc ziL@{D1|yU%JjR|G$+(Zs_8P{6zBauwMJ9kGDY)oTF-rUM-28FQ%NvC_V>{5_xYJ2 zDHrXdBoR3O#ACSm#%p-v&3EwRBc~ZHXL@@$WB?)RcNv5r^qjmhNw>?fLX2afD{)rm=AMA5zyxVU%sCN?)VP(7lFw19_f z7YV;-GA<_|o?efvMhL_;(l({zhgN{ceQX(lNAKZLDnE zLD<_vwNgW==CgS#=OCL@Sw`x)ke%rPqO^p;_@MrnKsC~U#(G~RNkXnS7lazS$e;`x zHOBdb#kP$}YSYSe+8!5nNoi`uf5Rq99K2;Fu~YLr#?+*u_s?SA$P|>=c43G?lH%Jx zejRb-z<3e=8Py9=S&76OCu;PRWWaKwrozV9-AN1!Efpb6tVH3y%JRS-mhbTbi1@D2 z=Q`$lJU2U!mGwOya!{dN^#f)aTJVi!Hn92flG%-E4lmH(0+{ym#yb3aH?WB|~48-=pR zU3~lu&YqlS`6Kx?oj-R5-F^>mym=MV)02GdfAaceEG^7nc6Jgo51q%_(jwBE@2PRJ z-fJC99B7v9lr;a(TpIbH&WiUBPcK8FQc#uX5U8c+Hbo`dCM-8sJPfH6FTjH?_4}s| zsPyg%x zjLog}JjpFd@ZPN(_!s}`|G+zMzlqO(?(?V-v)A?TvFDyfwd~=~zVS8Oxpy0}5qTOp z_rLqjyI8q*kC}tN{_DTNs2rW8?O_kyZkv7TsK#nGConxTExvS`5|q_@Bzc@Ip+Rxh zB=zwmY0{%^n{h{5j})x-ZX_Pmnz&8P;>mnFaHW=7na#vDX7%gaF0#mJdfl3 zXkk!}Vz1Zd2)RnNgg!O@v4c~~C-DoP`vRVQ;z@Q_1nCjm`-s?e))$nXsb50trpds5 zzlR$)Z{YUbd;Bqy1KOe->BzHIjZW`9F;JphZ2FaoN7u(kKl(8|_srAqT_@9~5b!{U zJm&L}EBZ)tISZ92vk1EX^Kp=p>TOoIJ_7 zr3Zx;3hA!Pj)RG*Wpr8*UcT`SjQZQ`T@a}*rl|d~#eHU$XZ1uG;+XQpks_DqUXd?f zxm;$7Z)~$~brW(l{>?KE)46Gy=z3*tZYa`(3Kk|yI!cqarWO_zHiD+n^p0JO?eyFT zyMYc%j6@S9#*UgpPjT=QQ}8Haizep;W|$P=xQF(BA0xUpw27#hlo)&^Y(^Qdsh^i& z;Fe)Z=pHq;1InZ|ZdTmLVsbM{2&TKcnw-5Kj?6*2vAU4xE9GPS|MOOz=d;^Lp^2OF4j4O>pj+363dC__FOG zou&IvG_SsZXK6+0sSdnk1vlULBiy>|X3ev)di=svB}Yds(;>~8%b+@mg%f9Zf4MUh z@TgfWGl;Ts?GmS#95i!1dIpgHl4Abkqo_4!aOuW(rM4t9O)?Pew6L@G9y1x7RA`XU z-1t&`3Ny=RnWn#arO$gCfdHM>HnwkFRb{*3J^HcF{#{Hp=efzI`pmDEP_9+rmVD6) z6O(5+h69S$8^8^O9b=6H>6x6IoMr>jZnr0{_jIV2LXKB^;=>=qkN#{0YwH_0acrK~ z;E-4X-7d#L4kC)^qVs_yCl#deSToDV2+38PUW*x4>V)t5O7AyfHA)4SA7Ez?zj!`bQR&wi&1QLDHR+5?wqWb((0TKoF+z;|N|V-ZL`wb}}tK zH22pQ(g&aIyx@>p+p@&c!b2kyao5N{O!Q7I_#J1jKusKZq|omWDu z17bg84BCAv@F;q(#6UeuJH}x~bIOdvIHe=yBodjP+9`U$(OO;S1=!OV;nY&P?N4)& zmeNB}?BudM;$oGpIq3W{u9_Cx#>(N?-;|x`J>1@H;qJ~ZQm4jdeO^#QDX0K}O#fpw zbu-!l*oj=6>c!I4UgPDRV{>{ardcTfH_9f7l(J z))yPA%0!9t!L#C2CjUuByA^*RW-w{*Zjb}rT^DE)lVxOZhZr}G3Ky6q6zfMTIQtlp zMp`LBIUt5z$bKg2oHZs(5A4_UyTo=H=nJsC^1u*OYfg=%P4jJ>0qos)gf%i%welm& zdQrfSYBpkcR_W}HjlygS&Tu5DT{E&zq=iPhIGs0ka;?o+k|xshjTE$Q z6j2=Klkh`S@&|t%1vJ`oEcX+!Y^uWmg?$A!nj~-&DW;ocoINpx{-BTDy$}o2C8W_F zo_yp4D&;aKk6eC}%(Hu98xx30r>DsxsWt0Mi^_t7Kezb#GB(bE&zgfX7M!&*okT(C za-||{7OEw~F@|)G-p7bZ51sY-VB|h)0s9>fxaRjWF!Fz=_+w(#NNPyR^(@EyGV3VO z#Dq9wHHb7#*kr_EUs5fg0LQHNs@ym#n?XnK1WvMQ%^mMbLSrB^&3UX z^fgHaFc5G_ebf_=J%-=<&ELX5{hfb`H!i)-dp(pPy|TH9?Z5mMUU}_RJpa*;;ls~< z6t3}c_V{Uh_ESHHuYc?7SX;j%-%s$LYcL#+@W$&u!Mm5=!2I+K_I7vpxoAvGaHMFp zT31lkh^*U{bBGv>fg0x0XCg3KOfqAfK7AH{```UF{Lb%w6+7KsmQk;+tYU5DE(6Yw zo;!yycG0FdN#Yx7}Pu(G(#1wf5w5KxZQ(XzJKJcWf?7Yb@nfjq+`wH&feh>fN-~KyTT0DW# zn6%S!h;@b?)N6H~e$tJh4?j6IU2rgVu;1F}$&*pE(DgKyArWdSIe=e!>mB~JNaM_! zsY589G!asy(Sg85O4>}-8#SCeeHv5s1|MQflP;Ac$C@PyKL1J=h%&|h#lQRmymskL zeB${RaQ6H;{OIME@ad;N3%~s~5Vi_Wix>#eCQeN`IV+QnpJ??oCFdf5cT#jq{%Wb2nTyX3G;OV4m_PEsiUj9TwC;=+_pdY&~-i&S$@(>Mk&XaZYr z;$!EZK`$)fwzH0QFpss>9v4kKZQ$!FdB`^RG}H9i-7iIU5|Zf#Y0}8FjOvQvFk&(& zO~D8-NzzcVE9ojY9!{Km4Cfzy7D1^g^jVW|W-{x4X#xOgri*bGu^QVDl`tVqF=-K* zs+$NUIgx{qD90S@<(FVwF;k+S9aI|#>J5zdwziW>U7?-k&B;iyMpJFt065yoktrhoj|#&yMRjHYkALdtQJG!9 z=FS>c?!L!*Y+8@B8CFY%i!|CojMW)(mE-aCkf}!rX@hrGnL+?Mk1`_=O_C4550D3NtpIfj;^dVp%-xN2VWPO*I(ha>0K^e zc$VqgYu8^FYNjqDN@JfragLvjR(nSqvlwHiidvoWnEE;z%5y=8JR2tV6#yf;Ah{ZcL)2;w z%+AeXpPK)63nj|h9*ud=JoE55Tz~xpI_vMC-`>Y?(8s9L#*qCa#^^^Ws=kY1uggpd za!IC#z29vy06^1y-<3v@^|4&(yvWukFK#8LDNP3aVdbNzD ze9#xGe%KVGSw^Q2?t!TVo2EHN<9}q0B@9lCR5q0Gd!(sBr2B>~xUCFz~saPCMPG+>kskW?|%p1{oZ%* zu@mmm(>;F`At)@93<`Zmw2We{5zBiL)R6%Ix+Yi=c@Y~V2@c5wl|4e5 zcyZ`X;L*^6*O1G)dje|XL_AD_Qh@Kj^_FRC^TCB#Z(w zEU{7M7U4^tf>=`2(^-0dmN+q9!my(aX)U|I>dq@h$mIDn8gtWJ4}1iiNEEWkF%4N< zJ-_YnR~Vi$P4^O6ImBpU1h)Xq=1` zO@Jas=YGGBx8J*khnA0VL+8LI=E%*UTSYK&kmS?-eCVDJm>4#&4*mK(&>f+=prU>n z34`@HJCi;y74luWPo**fcnHX^MO*fiVKQY1sh@<&w8HnFAXLPMvG_sopd^je_)Y2v z0`zEj#Bs1x`w%1P{S5gZbXw`NlB9O>_*Vf6?*B6Cxgemdn*SQ{hah&=m{_ZW9!f!t z_uCOM1AHIvT)l;7FP_KzT!3M_g>s_T*BEVN?~lpE5smc$CPMbFM*RkI5XSDqvL$f#t$ni z2o4X17iZ`3-~YG&BmTiZ{IBrxE8i3OPb%l(Fd1THZ54m~XMf73r^gmgQk#zR4?l@s z1pLXL{66~qeP$i97N6MCfsbof-a>C_5!17?IC=UkO4TaMMicc2Dwl<+$X+Op81quh zAQ@eA)FVk8O99P_FdB{Vf%6aHg-<+=|MI{72RQT4IaF&i3|yRBUdCVlrJqGN8sne* zvp+;SEb%@~1K8QQ(-?FpmUu^(ng}=T1*U;2HT^a%ihk2CRrr!cQJ<4SLPTgKV+8O~ zEl5*10WT>G-_#`Z0Ko}`y-)#NmecS(qj=siJYuN3GyrYm&U+oS_a>Qr=#eJ+spme3 z4?g`YqXLA~cx05*-N#(Lgx!^WeC_LB#p^$L4ejFC}p31edNN!c=*g2KI{xdRk>mSLCrIv(sb~323@>)=?(nlUwjJ- z$CvS&zx7|BwZ4lR*RC-I`sSrKaID!wv!1)G+P0Z#ppnLvk;^1Uk2xs$C4qYr!%oTM zM7`BdFveJV5Cta4iI+C&RMCE#RF&N_=lMF$7@gK_*4YLuT`-zyE%dlpQCuoq$KjBt z^vyV4!$58e6`tTtd>S%62xq+Djq}B2TJ{Zv!SNW6+RJy0tauvI+ zZL|j?%uLm>yEPV5DyGjTT--p-?R1o#qpF3?7V1(vrd)9!s0_14fe5e z_bq0T$iYi%XcA{GJjIhC`iwkz^XdMT*^F#t#2|?$z!0q?iwv|#CnV3fk(fg!qTAzX zv?I>a;b+Vbw4+4aYjg8W4C~n_!mz+u+XP*8D+_`1!w)e2PzJlHDO$&{*)uLrUcv4751X@bfD<_HV{&_9stGqB*`t zosBeANmN&B)W{}lKKSxR+26I79yZ}azsY7-XTG;aKi82zvGB9=m8#d#L8URp8uQh6 zf2`9q83!>W5hvKX^){wYJc8|8S04Df_SI+s678N`v^%RSJS8vwa3>vMu)m3k`7;>x zy66vEFo_QzAxe#9e$M(^?{TS^YBlYKJ?ySr$Ml)U(VSU8YkO5*&aN$*fOF+zDyfvKaUf1Nrphr*kHh59!>evvFsg`z3v7jDG+pm2c;ylp&gYNqrGi&YYUCd zZS)3h{N#;SvAw;8Vb| z*t&WJ&de-I6HDktQizfNY-fK5{kwNjZ3dWKAm)m}fyS)Su$sUDN)d2k3l2%+Feo?RmKNoC4%vimi2m((dmF!3G z6P;x7G$jVg*4x1jBaEz@L_rBBVF>o%7mb0-NKHwMV+rJd zH}KNCS2=oA^t1H5juFRw#G#|iE>{|U1!X+`*`CIVs@7kd9hz`OsZ7g>(J*9CY_1T~ zCHFb-$#+FrAXcKM28SeDp)71-SNefL*z4efjRjoZUPmvXD94J*@8V3(mqqQW9E2NZ z3bk-0J>`B}i&%0l+N|@BaN6;4!wkjm2-0{shnqj6&s!uhXB6j3J~0F+C57Db3}he> z!Z?`q%9u_iS%;^p#kZo@jhLI|0?aBJfVUOe*-U#K% z8V3AYPBy(e$f`Lcr8)GKXl+A(OaSaSlHa3=KKZuiNt)IAkYG)|<6q-TbJSl<`P2Fb)`W@fRzx`py|Nq(ZVQGFIXHT8M z^0DKXTUbDa80D^yVW=jDD~atxP*RcFfb`vR3{QklO(6cQ364FaBiipjEOasRz`qjZ{+tYhUbhB1Orq( zGI=KB&xq@__0A^OBpy*nT3Z_kyZh+1_t4(kL8skjYU#w(6qXm3@tc4DH?Z68;@xZ4 z@$S`YxU;f>>A4L&^2o!i>m-1^6qF^BhA7B{{00Harh!VO#<3YR1tQu+!lr&>+0HnR zGUAxDAH4c1ws-f`$Rp0t*R*&zqzA5nb#J6~#vwP<$OdIBE-YYXYJxX+i=a`XM>I6@ zDcIcI#+z?l#!D}Kk2n3z)m6Ox+K;hz^R~K(_c7ew#8SO{;9z8=hIFGeO^ypl4 z&~>aHjN-n=LMda7ti#19IlVr4W*T=l*08cqlpoT>@9;qxoz!j0NHdnG3CMsN0HV2* z5f?=?4n}Y$QiQ!O-o0}ZL2Vl0sEsYsT81NLNkpuhPcx$=W<02-^Ju=45uI-mXSvHu zODFK5=RS@bH!fjg?W&U3Qa1fNefm7AjRpq8zUZx7FUy-vH8(p=b&{kspjeHOVm)Xa zEvzMDUfhQ1+7ZQ&8WG17=wXaXi}uj3)Y*ZXE$4NjQ%W6F9S=R);8JbWt;=e0Sr({1 z_E2}&yv*mdk~l(#%?#hNtD_B!DNgfJc;yn7pLhn9#S>_ETj;d5(B9ucmnN-bkYr45CKO-EwNJ8QlTm*5wD9;k z+gXmIlk@b@;pZeq!3l?b3yhvS4C`?9?PQxknrT)ofzv2}mhi7`HYIQ}nDG6+ibtU| zkPbJ^q`ikqNw~1IbWlVXb~`xv_!HQ=^;V{%vg`NYYYXs2P0`-nw-NRG_eb~8o-*pA zGBJV9P8AroC6T05!_?d&cJ5slx*sG3fG-Wnd5DFwb_?~Xd6?}LHPK2$>rRuoKC^3gL?T&kW_;HGfi3x5{Tf2L32)s-}%pW_3 z_MIE(jk-v}I9oToqY!mACM3N~xq}G90fxPSL|T%hz*3VPiBc5`YrXkqjf^cDIe$61kyU2JvuNyaGSLebIZG?R%*VZ&@m_0%9B znm#|DN7=+HQSS*ilP|GGp7Xz@B--8I$6T!pmnIhqmh#zUWV+y}(=zR?G})zlkf@&p zJrl$P@brDsH6f-28K7Od^kcmE-S42HQMIW#q8-Q{&{X5-tYpo>g-0Gmx_k=PUVRB8 z(p6Gpd|=q43@PgpY>K~qurRcMf@9r-Ro-B%OScgxci1OWudm&QBW+kxO>*&cfAB^l zj5gK~hY3oHr})>c+t-n{wo!^Gx~zejxdmCzbhBzrm`VfQ^a7mm80**G#@5;$)B=}v zlQxD|ieED8^iWq_aHk#h@rpY2XX*N&!clSzu|XpHS%7tJXL&o7?DH&<_nKact#7zO5Xow?Og ztNA3Gt*Qy9Q7-^U3@6JhJVYBEM7QKW075~}5j zND7YZsU@wWoQgr8v2m)0_U}|*SM>dstp}dYHI1v%kA#h9(=7H6O!KGL-5QP1A)gUm zZwj_qhL-*Qj9PtkW0&0jcv{ohd{U_=LMNh3ty|TLCeF2nw>XSFk z5BSa_%oUHS2V}4pv-$UU9HAVPc^@Dz9%hv#0$SR-(bMDuVjvHxMz`*(_BB~jSU#}7 zTjq?^$Tqem&99TacxkFp!jjN-?(8FY_L&cf+|{)v+7SaM^qyTK%;H3G=5nQqIu8*H z&YnAu|KRWaI)3}N{}G$E(zj5`lQlkGSzF`1ZK_#jnPD?Hh4^!y=2&Nz&XlV-e&Qsi zX68_;)!6SP;hsxD>nK9GEPgH2Scj2#a?u$`=dH{8r1*Vsnw#%yij(1G-3ff2LxeyH*_ zttCA&2HD@-!0zfDT>kM7aQ*USY;SDBs|1){n8%6JXK?D=dCVVM#>s_cJaYDPtjr^- z8JV+n+kK2i;==FxL?`XCp$AcS=m+@}H!|ol@)6SEO78JgcqT&SCAwO7*vF55@)I@^ zv=3j7R_XuS7>bO3lIvHvG%MX>n_6K0L?~?qa(<82q+zRC=;c%QM1gk-J0)9pNC^+Qu&@RG3ciyB&90K zZjJ4WQrjF+0u#7BX#+uq=RzWXM~CXELR6Dw0HvFWkWz}V0*nT7xk0% z8GZms2iI!vvB}4C=a{!oYdG)}TZ;*j_`+h|yG2FdJRUwIebZmpx!X^Zw#Y3;RA z1&ib@5zA&wnbwl4EVSO33!hkNxQ6FRR!f)}u~2d9%CwF*BHi4C21$*-nBrKv6Prz{ zNtj!$aI{)F(AUz3Fd$Hg;?|HGXB74D`9Ik%uX>TclhiBg+BGjT!iq$F~nn+hsotWnAXg&wS5eD6TjC!5?fMlwt$5Dv1XVA~DHm2bQGUeIdx{H`x z(jD>ysi0h&gcDR`Vw#F^-iRH#_wHXAk2lT}<9VYG6 zcr@VYe7RB=Z7)rldo7-zCr7No2YqGef6DwU)SFY-*}SK612>;EYcrTIz&U_lt|A=v z3Txn~RS(`*qQOCAHv10t6KJ5<+K|0~kYf|^WW3y*LBI2A&TuHOOHwUZy;3D(@T4l8 zg3_Tqqb}HxrjsUi1lrMFRjLSWFr^3_qP!8cJ(TC04SGf+o_a9Ft~r6d?JcaocY`PV zUbBhzRvT4^_B~?Q45UFx#PE}7MB#u;iTVgfA^d8En_pjnOcWx<=sa-z8X~uf%ePi= z<<1?ROqNOO97agSu9)aW{(V>2iBq^yk~wR$f!J;zZ%Ce~+L_7Bgo zyOH5(MSWrlTYFph>ev354Q?M=sAt;b!(EFl4y8!5>l4`6T*VK5_O~#zO_%G~-w!z5Wlct?mT7P`VlZV+8+OT=#JwgV; zd)v&0p#9iu?MjZhN!Y}#F*(HvH39%@K$O3X2xVLv85glnlM;vhh};M~f#x(2n)Y}; zs;u!>b_0C^)@5sB7bS4KRJdCNkd@2u>QmZ8C*oT%=ph_*acgfEfAPwXP%Zl$=$Cjgfi7*1|9uL95eF|uqio-=;t%9wS2V6tDQ_BN#=HV zaPG)?!cso<2FQS3s#mBu9VR&DmGOw<ze%Osw4$CP<R<6m$L*5D^Rmf z7_ad-clkc5(MtaQ@*(arx34DAz<1kZ9Ty zr4qe$`89m2=Gw$%J}ua_qXuh{PzEX>$mUlH7`}C;n!zSnUrW( zSUz2uJb^P0KaWcNRT%X0>y|>FPnD$_@f?5|B92@JNvSujP*>q4Y<5q$PROz?8`+re zy%|TSxa_UrpWYufkRFr#atl)xiOf#f5FT0mlaRzdPT+MmH?i~euQB4ie)$TLwJl6g zBi|e2?!7gvUw#*_RbNEo_%a^4coC02@dTzOrZGFW2osMG4kM=e%b}65#*{RjuA8u~ zzCJO*O@x&54x^K@dApo5O$E^I`Wow#Xkny@O+&T^fzasEI4-ny$Zi@hY&Bh@smsX| zCvocJafuBfIz#2F?srhFOyKb|3wZ7N zI{J~z#V2sSzCkT#{6)WsUu7xq(BVvu z&tw!gvwV&lb62AP@D& z_q%Nbm4-~a37AO}l%^Ir&S`i3PQK=U3f14_96Mek&H3Y4yYo)oXj|hhBi1|GF*uMK7E}l6q(|V%1D|OmU#0-rJ0{VHxY7+Xh;pRV3ls&azhT~yu zT)cB<1%Lj-*Km7h7gO~bYMwOYB0-2WSIcDAlm33y05b?Mq-iQ$v+@+;$_$cm3+Z?d z9{Gn*<3HGE+PTY@P5X%WTm z)#gkmVlpR_MTY@10+0E+G9c;{;s#Tevk;Y+sIpGt@o<8qDW2HO6{OJ$CxqTH$H}?l>4F>qp z&3o9~32~u0gECRUyJL(z()vf)Im6oR)Tq}-no+l@u%`D;Qz(;+x$q^wAzHh%o*ccO zj+Jtx(4++?qx5ps!pujXYl*}ABJCF=0$k%**RcgWg;hlwTmnos65yP1aoh{AIv!&u ziEw&$30q+siQY$}W_FsSC2|ZT>SAx#0%WpL7#7IiGc2tea0-B|E;h*>OZtd0NulPD zXN|#rHSVJ4f|#A1;Sf<;&cJcNT2{y!?Ikg~#z7sfzP~hU%(GW7YMiyqa0=cT{LCA* zp)K@GsY+o=WLB8O7{;SauA09eI|)1(?RD5R&z?>6J0b0bnJg!7dNU@R^`ijv{5yKm z|6s$pd^k`{DY94k@cYUbFByO?Y}Rh4g=TY^_x!c39SjEh*zXL`rl{)JN4wR*e!InW z8oflnAM*ZOt(JL>%$_-oYZOsBIf;G}qeC@AA(0M#fh;`W%N+WCYp7Mp&AnT=P-zD6*tbwjPctU3V|g&+ zm+_$weiWbj)C>IQH0^l!1o^9{G+CL&>EwDrx=lc38 z-h1yhmXDo+=T=zBMcz5YCaKp%;>a=Kk+6uwyw|>l?2$pqF#G)Yi3L3J@M-+$^=p`2 zI*n>`hNVXoQ@FFU!7^b=TkyP9j<2saCs3bSLaj2(M%sCjjQl*37G&4cfc+QP43`>z z8px)?Or*V+7})JZM{+uda&YjgC~YJVmA8(BwLkFNyV$#zVr%mrN+u#}CN{B67!Xpn ztbT5WLAt!wz!xBmjGTU(f2JciX((n#;1(U`=r z(?>OlIZBTxZc~#L?5wW{&~U`_nW#LFZVk~{iH<@UrM{!+Q!1t^Lu&rrDtx#YjeAVh zb%HWHTC{35=&=L300T?~flR%9{#)wQ%JDhA_#qfUg^BL6zqiX1VsbqtI%0co3)Om^ z^U?{C!Z^XH*?DwF4zAqY<}CVL!6vbV+^D(q@b)E~TG94Szl%{Eak1asCz{I!$05>s zpnUN-iFDHtJ&jNTvsIaGc2AQ?7|Iq@AQi zI*DO4HZO`yaf;5=dP0&*OeLhv$EYcZV^K5C6(1oS^igU|N%T@`BLP#UL{X0Pc-JtE z$MH%qL5bbAE3W4Jl7&&6WSP(P3N=voLA&s2I^%{CuNHV&1QQdZjQ|=XK}f7oU@8+A zkKRLR0eu1`+I!gF+s5AZI`;QAF&g#xUQA6d2u;vz!JxFa!V`bAUm znG+XKot#CtwXM&VuyPj9Jc0iHHg-4eva@-r*{8MXCDiARA*QVN@j%KLDVF> z;i$*j{pREx20Lpqnbu;);ikWe=@S>Sf-kk^MX8t*@$_Cz&KylmD1u~kSa38}M1aqb zn<%2b5#xfM=~AW4QxNiNq1P$b8#sCH5$x=?@cOIUxU#ax)6O0p!(BVizpfnRQ74IlE92EvI2sbSFN z#TUQL@q<&-i;0QIPKb$q&v=O3MB3c8gK(DUc|6--Pzm|rBONs5-K!XFv| zWU_|hQ1M=*f9g+gGP8t)Z~{psQZz+sC9RBIi7OjeK!zc}FtCPU z!~Vto8;te(2ODb`23GLyYImh2C5j?MN{k{o!!Xk`)4BWg>zCiV@8)}}>Q>b;zTb0B zRlP7lFnoz&cfW9N)u|J{;S(PG6-HyJ{OUDV*uyIEzm$wHa7LS*?aJSuX!E-J+`me*FXKIfp4{}tw=(jGbL9VZHK z!is&OiJ~F+IYp>AErgwWZ2Oshm2);;y3jzlC@^j1&{)5T-2FSOP6G|E6`IaR-7*$L z)g4!|-z?W>*ezq&ZPLQxVANvbk%gyw1MK%gjjmFj^v3@j`fL$~5*8^m)p#u8=VM-^ zEkHtRq+l(jF?>ub}d1R?|I3)l2n0sJi3xi%sXbH5Q`b1eIh_vnKoGKNY=ylzb zp)namO$*72bM|dvc4m<{MHn%~DBbyw6FrkiLDL9SVd+Gn0?B)+`_OCfLty1668+TA zF&#;_uG)SL7r5{srOzf!&+KG?ZsQTv%iJyooBk3XDSgNz^yldW}3hb zLq{-LBkJdbKG#DY#|NPR03ZNKL_t(O3q#(cVTv=U{P^U3pHoQrkmUco?->5QK*GE< zGlO=eY0JS2VFnBRkOfJF7oy^gQSw66143F;TnTowA^TD~-yiq`c%ibwj4}eUY_r~l zHL_8yHn6j^k7&7+B4(Yub{VBDoReWQc9YkxzJP!HkG_IpvBV80iWMRqmz&?E!h=GB zmypdBP_EUvk!F$027j={Lc=e8;ugL+KaZosJ+=#G4IEvxBCUXSr;E*bUsJpi1Sps#auqih$BWc8Yc~{ z$zp4_8_HiR*uk*>oEu(+LLJkyOXzkwjH;#lxl0;HRD&*55atbr zC;5NnE*6{zfQA|kPdx$c24ie@t+;e&=5D$WgV>3Oo5;KqDGJEJ_G5_M40ruW_k%^Z zNyA19H%1yAA2~%h?Abo(amQz(P{y`9LjA@KEMB>eqjnp;!3Y5bZ&ORi6{cCWzuzN# zT?iK1CUsisIv4VAEQdS5q#{ory7}x0f@+RCa8e5m(WXSnY&dk4ESrPSOO~p+-8R1Wt-r=ke)3&p3Kg`weT+sUj0Qcf zAPPT%Q?0Wd((3veSB}WrS;%uBFM7iym23L1$nX^n$Ja0!2CQVVSh;u|t8*8SFI2fR zy0^cJC(oYaxH~|nOPgsHGV)Zy={P8r%Bm~pc@QITF@$~M30loCaaF0Jd*9#RWf*RT zEp#IEyG*T~AcvftWlk?!7SWuE zwD6$uZsu-}RgGpMv1uaHLP+;Hd;3LA zGP{qlcJUVSxe`|gX`>*kAS<88us6b>+vdb%Z~GZ~y%vUUS65dp)Fvh|8hC8sXBLb% zXrq6ql70no4Y^a}^;+m1ZeeoyDhIIY>~qkVy~OSht-~!X)@ZsS68-i*rY_t-_vio) zjfYS$>U^ojYqfp2rNo2`R8kjXWaKlH$dV3=A*!U==3?Xc-%5MOfIcs)ZT)0iV1L37u(pYoDMj>TtY-zmqHiE zpgX4e&qxI9GD5KWv9ZFl6+~0$LIb_`;@T=2Q`7jw>z~2>yYJ!7_r8h0`T39W#`QJK zPt>{lIbhqsfUC^3wn#ab4qW2+vqp)2PabbOi=9>NsYoVPCh+?6+J7Tv=@x! z9TjjLf|$Da+MoZK3f}qW>=?Ry`bD3&I9bHfM2F?>QvQpQs*L)PBCMB|s87#kW1^bVGf!xT) zD^o+J7L{N7G+KL4F+AFdyTHkXYmE}-!MEV=ejlKHF!d_s9eiS~#!f5K3m0(XSAPqY zKYq%Hzx2RKeX3a+B}Yi6+QK@Puf2l(hrhtlb3aBYk*h)9C3tjzt@a2O^OQpc9Ty5c znO4B(j;EzkaH6xE-WnAgR8bF9#p+~XK)E$oyhl9s$pSjVk=O3=A*@D&Q8!A}KGHU1 zx)Tqa==7T|XrvYHrLmZVLg5f?A`~IogziEXd1~y~sxT2lK+3M)V2Pm78iz zBjfnGD3jvM3ged~FwjUY7V(wh%z1IPGk!W{I`z^WxyX#?iFuy-dy?^M51;Vd_e=BG zBMr$uaWyIIZ=5_*;T8_Z5|Qrk{e9H=P4_qHs-HdG($^|dzXR5elDPB!9jvXc;`6_D z6Z7-)c=Bu??#PW}c#84jBB74`WhKwfMB~7N8v$3o_?zfgO8C)VeH*P_N6CtwD0rMj zE~sNdocMkck17g+(rr+*FDgFthC?(-A>V>Vq}s4U4Y@uwZ0A4qR6*suV&(^EDVX=u z`qx@G(!#Y&374s;IUb`=wv^2+9Ch|s;F9*Ks4qafIw4gioE#=IMO?8{Sg zf-W_>O0_Bqr7E&{rKqnOgCRmsSR&%jf-*jVF9oKHJ>HSHAL3as7o`sMYJRY{_|Ms6~C5A{`2a zWE$BhmP_p9#g09sM<8tm9MRrl>(xVf*sYsa@caMh*YPj@w?9U+*~h5cflCOM$wjQM zuA*$mp+LXF05ed z`8F$v;mDf-8U%mJh>mOCa31)CTB-0U=Rw!qfzmO6G>49+W3n2xdByOKWR5+}lBht}6&p&*d>$ zF5qC4-ky!hE?NA9Ds{CoJQXuq3xR_Q5}YdLwOy8slYX;tuqtotC#eN}jP27os=Lro z#7GO%07jTmCnUB5&v6t7h2Z0HYA<7!nUg7?I=#%g32HSY?-TU92nKCsIYe{KQeK{r zi5IhiL94(dU~5Uq{N(M;hd4akLZ{Q@xxtlE-uyjaIEHYukoh_+vKAatr?bbfQ8P_5 zRjTvJ4eP>5q_qU7yBcX*qY=?5x^46yzK?FNhuXvpCMV|6n3&Sg`3fgXrE*1i zx|XWSddl~iUw^Q_!_Eg|?&v*fI*Ba>#W~yA&9d(oj2^VC9GP%hZI*V;1Q!Jr9ws3EA z54DMDELUqN)AVcL*Z|S0kg(0l)5CiJA634b+p;5`B z+lo+-giMpDH0mhT>VV(ovnrr@84=Gu;O9#1(jd^VcTN3Z_YLOmt8t`)CkgXd-1(=y zQWaUa%CD{c3{^`N^a34dT1r&ZisGcoa3x*O#Sy{Yg~RSS`v-tOlLty?DQEN|*#jyp zl(O0ZLqw_J33zKHIJ>kBW#JskODge=U+3wwoK}NIiXLNr=DdJ7B_t{}b>K`(>C`LI z5b-d!<2%V@F_h{W5k!mkX?CyTYd5tEnlcddEyNA#2B415*p+UtT~VCp3Q_@m{LzQ8l3_ zlfmTTMHGuQjC%*j=kuHd(`OK6EF`CxkOYG3$QEiC`+a4ZY71mCMZVvFyvPlu#n_hx z9vS+b8Gk|he5Qg7b=GW4LxIhm2}Pl^l@;bOA~c1=*BOrb*xY`KYBr-p<}?C?X?I#+ znb(n{Vg{yXNDKYp0F_##L;*EaAc{pc1@<5@!=hw9Kclg>-Hmk7>`ZskR(lt{9icv> zP+2xgG1fVaK)zJM%7qIEcUovSTf9E|R)juvBUyk_#BgiVlsMbSNQx#bqK6cGCFU^6 zSi>OEd`qu~G`!%f*2d}AX;HZJ*HS~E3V)7`+GHI$*TvEP(TBhBhkoYyfVtDxkV1&7 zbr1;_>i+s){RKYt$`P(#dl@gja6`vrQmOu1+Pz04NDHuz6$#r$D9zUJ^vMyv_4RMy z!IOvjd{3y9NUg9B8ahK|N*5*!MItn?e=W#5j$~Y|VHyg}e{O7?9^(&M`5(WqVy->X z&ps0=YspzSxM=5bHMEf@Iu9XUiCPqp;`^8pZrl;3{239Mi@+i)S{JFo%x@NsMR>CLIclF~TJhJr7=JCZZd;$0G-Nifa{G8Ft)D(E-|R;$bCfahDA_|$8^r1BZIH?@_+hAvdv zTHA)2LE}~r*}R7Wxf|J*)-*7579}jobl+?quf6gDesFUY|MpM5flNNf)Btzb#b|hl z>1iqeETh@(aUQAaktzC-R2HhGjDuP}$M-sVW!XJMFLe}HnehRr8WAqFlF=6I~Q9u$xh zceGlsBk%(ZsnSPWi+na77=nLRtRh<~kV3LTn;Y>C1IdvZ2CoI%ELGK2xlY3Mp@XDc zEZ{S*zlJ~kcmEo1{@wTRE1&&5UcPY??d?1&VIOid#KXNq>~`814qWcKlIR^({BGZT z0ecVcv7j9xQ3Y`Q}(->E4I6iFhgl`}3VP~(2 zahS)z?XW!^33mw&;spn|^fh=Maw0-K7x4lg1wwbKC3lKgL_>OzQH~cD!S@N4N8C*k z-fJEmV`hGldHE!!NGOiU`3BY(W^wd*FLf8XvSk59g5XdxM;ikTyX$daL3~)cw{o$> zpG{(NDU;indJ#nij;Jf`np0+5iS%M}qNNXuFx4PZ^MN)JHyW!h9znZ@J?#N+$A^!T zDPrmBE$*UoQWtYNeKa4xhwVE*<%%5@QIyK}Nj_>kmq@^CG-9}OzjusB58p+%*W`bb z?gaG@ZA#SPD*K>p8Tn!sL$Z_V?7*h4OR2rNLuCCNLVuQe|0nKoH0Xl_!)BVw9rRiU{8^SRyr_Up*_jB>!_oF5rUBHa7P0ce8_3n_=xsm2?&d=bdxttnjTq|f z^}8I1asd;@uRVdL_Ye0_Xv`{9O?+=5BYG&f4=u}p<3R>DIUW29?UVdb$+$>85#C6{ z5Z&eh+h~mkEiH&?#|06dhxsBJGYi;#^iJ|LrJl_qnfIsv&WF4VkS#SZwR{cj?ME22 z_gVZiDRD&#q9qiJDz&YsSt!>a0*{5jX#8m}V{1A@+C4%fcPW&Z z9CNlUb!@0ku(IZ4aZ9!~Q+#frxzy?%6g-zPO*T;-2u^6>($x$2hhO;v{JTH?V|?w+ z_weB02*3BsuVAsJ_D)9D_@1h6Gcw9%GzE>{u^Zv9-+UWA-(t}nDw0X9OwPf*Age*C zys5bwo`iT(=ciOj4=lt*Cz=D~S!>aMVSrKws1-7BGg)BlL1b)9tt_+c-Dtn3)>)wl zkMs!w$$sgPo;IY(O-jHtc2rCw_%H_&48wMmNRY5%&trlYDpvtj*e2e!N7lGmJ1&UR z+)`aTvI4YNhk?YJgq3ADVWbt&RgmUE$o%Q1YdmL_=$NfKs~odtbP^oK-DhY_Qi94! zC;PfnEz@(v2zsTgbEVP)F=&^_IDZ&*Ve{MZ{5Si$h(ANb0f$H>I5LH*N#04smR^}M#7Ouals0lGzO^rVZ z+bO}x9M-P9%<<9I)AupGdIgsBS@@GFVcJ5GpM#xM>xB|`1}oW&prL0^-866PD;f`> zRD7T3HmiJ}Rus1~u*s5`i<@E6J=J>&p*fj9OsFE;!cjP8@m)V0v!8X;m|!j`#Y3!l zBol7D(Z-;&*~wwgy`8TOF#JZ z2O!@2A9Zb-8+$*!^G|Xi@*9hzVn@Lp;9U-6?N?jqAcNUj@K;hyu=PD zR7?_r>A1TG2mHKgqEl=c8JDh9!Y}awnh5c|rFa)eYcokr*HPC27MzUY#&>+f^5j^{ z)N_jO{p^JN&|x-jOlLH8?x*2kJzK&joFXn+ITWdjY|%NEB_(6zsM{^Lgsuzs8soU2Zf{j7^CV(RHX#L@_>z^X2jt zw&wfK{@|a$9S*R+{~W*Z8(+Ze;Q1rg#gSU99J;GcMNAfxv~1RUqw_ppC~zT@IxXCCvYl8jhs0;6 zCnoT_zx^9{|Gmff#k=n^BAFV7``aC~j&^w*=2xyF6XqC24w=M~=H#N&H&1h%T*)|R zGnVr}l>}^AAl88_6i|0^@R}V`+vh@vNw+M0zRQ%DxY7!-QljR7AZo?*0`~h&^o)Qu z6^6CQXFR1Xfj$)nsRCV_vM`;k!L3)&c=;CWnJMfY?BdneUO~6j!N2{Je~oL`Uc}Y4 zRaWIDgG0zwvg zQXP^o1#M(bR3vpWDWRLSdZ8Pu9^-Rw^9}y#fBZMB#=AT-k1Ln1U~YB_{hbF~sac+x z!{p>54mv&j{N7#cbXpuJFRv^^dLw?A96phvXrag!eP@~>bSTq75+)0WD{xZx0&_*| zjs-ef`zTimti10B5~HzF^&JrU`J&&m}bg|exmKv-Bc6deh{FxfsQHj=CI5gaGS zP!~GDb7PN_aho@Vys~+*LNr?kc)s}zvx_S@-q`@W9!8xeCdy^hOXNG*<4UWHy&*$J z6Oh6;DH&7MivAsh8VbdtAVt(0b#zDD$;PFjLF9RC>q%^J2g+iV<4UoJ*;*}zyqGSJ zJRy>Ea$p&DN28QeJ=T43&+RJxN2`?XKfg7Cga_l*n^Pj z^SDvh0lBSzI@Ns^sRNG$Fr5rSR-xBWTS-u*5qz(wtBk4cp0sqb7{&=HG)$Wl6A`73 zVEs`<-_W@1z#HIb=K&74AM$+{N@ayG*t0Qc?eK5VK|ph#d{`w$Bx@LVnN47ysZX$N zN)#6vB3=DAP9G*2G%$S06>)Wde;kg#o~JZ=Qo%{P2OG$+4QX4u*BYLd&52JYTR@>Y z!@j67h9*vUETr74)p&^{ZOP2Wi2Op(l|-Lq7ynLie)L0Kg0dE)xktc=L{1Lm2jpE)pJ$?QBi^b z2((DjnAFuH{Da^92Uwh)#{d4${}()cx`A)!@8GvyyN$Veg%b?Yjp5D2QZ{-72fn}C z#{cu}zr#poFj=p$rIza{t&o6eMu9%yWb6b|FXmFVj;iY+V)$Fcd#Tiwc1tSjO39q} zA{xt=aQx^lRmRNFMUnWs?l9WSvU55OQ5LRBB3mmJ^O{xn6Y0Vd2|UsH z#muPhLTSiQ_d)c&kZ_X)R7K0I_+%WRS0>Gt z%Iq4R-T9%SmsqNBBI9nD#O}sDEL{H-qsoHlwD!X3U?B~7P(r6uD=*-9>nYrBSHtSl zMF``XVD{4hn|FVr+&fqViu?Quxxs9PfX9Ff6QOeL5cz6KIvQS3r-JkG$J87RPxu8f|DTIn* zMRdD{;^YkM>;oP%gWSqza>xpSjyJ^0@)9eQZ|&{DYc|n&^bF%>3u0_w(Pv{7^Q5IY zLUlJzoI(Z|b^I7H5EqV(z$W5zj=vll4!V^}HdAv$sNz;kUpK8<{bBTL#C^`&7SlsZ znFc0SF2k}bc=q^x-hKz>GD=w6ghRqnoc%&9|bx?5A8wXZ~>i! zrt1wxv@GsUn!>Xdcs|=%PYL|VM5vSzfze4jyLfs@Q-l<;4u!2PGZXH#-e=UJXWcG? zic7{LDMAaF=OI&Ldh#XWr>=gE93Qg6!lbmZYGrXVSHZfSLzRREg;KDGETry1YJDTg z%|~0O=)$47ms1wxQX*#w{F2kaoS(<{!akmtt8fEl7Z-+zv3qfXYHCl$0+;`#5HnWB z!eqIGsazI6*?5HKUpvBKzlHzdzx$t&&s9>$HmSwcEsWhEJaY1JeYV!4b?8(48w99S z>zJ8d;_f%uf{z9RTwY(pfAe4c5jMA;vshrQQpa#K#J#tFgwZ&{Fa7ct@QI68;rcF~ zJlWwG-qNT=K6h;k&EtKHhAm{X7g&3Ta#AX8I+lqM6>5Pa2U;WS2IXTEj+hc>vqh$Z zj3brHM8wr6e*c$Wxq;7p?hV|3^aP`kn!hw($bNZ$?Qy{_{0Oy)1}b?*3_A=_r>#RbA9HY^Hic>IODKA3_08u_rkvYJm!%g-T3>hW+qhwt*V|dopzNBle&0BP$ubrsDRCh^VL#tPTF*0eN!2t zPdXw8+gQBuD(?T_tLh&7A*;UTN)?8SO2mX+4&G^O7uIg#Xy?AB7JO6^|NrqN6q02e z_-s`;Z0^A5rt_vv5NhGD&v5T}JLOTWUMExmgwo)MOvelsinRvnix+Y9>@Fw$NdR=F zWuOu);_4AUk0I@$4jh#RK%tmNed#)Op1c#j(FQ18UDVs&T*g)WAaQ|S4Jc$pM@+{`V2>Psr z(Rhq|Pd4$#-+dDgjs}=&)PX?{nUS($6FT8$OFZ56V`c1I4&x}B>d-=~hnbF-mbjsN zXXu?u^5{>O#D~bPa()@FeBsw|^QBvO>ziNY4*po%_l+ZUX!G76p>3$tFi=oK^FbAv zl_GjRlR;K{xjH3XfVvv~aEi9)nNp<(j$ zea@54oAYYVVJ#R+Sm)O<>>Qy&KKELHjfy~I$JuWm17trLk>7o&lWnz{2{BTx%`oy! zNdQQUh8+x!cTT8V1w`?fT*T;j4|cJF^29V3p6JZ&9UsCUDz)fpV+N&SnUP84L{BRC zwC9DR4*IR5m>wkcT%`La)#Orjf~hrh-}DUK&JjjLCxS+l>CQP>godGq%-BbLb_uqf z*Yh~yHPSnH4ms|?M}aAGA9Kgz7X_X~NecNIPro$8@=UV-!7qcbh;$*UG_}Zcz-{mI zx*|G;6!sbVLHzqCI=kmxw@6gsb~|$qN@;)aC+*F4YdgBAz@yz}4aqJOg*-5lF_b_<61;5#b6^7@HQv7^OLLaB1B2NEw5~`1N>x0g% zRPrhm*;p0&PU$b`MwiVB;29oMM~`a|DGDAH6G>#6-L0G=@}(8b&tGTJv*YG2dhKIX zFiD{l;(gRi*rWt=;&#uydU2|7l-&6FcWNvb%@9iKB$5D0pRGG@|6| z$+eyQmW=zt+-M0?{`RLk{@V3I!{n33#mSN$cai~2z{0Yf z!?KmZij~Kbokg9f#Twl_rihPFaY8G$YuLKfC<#+^vQ76_w?z2LNf=ew_(ZOZiYVbf zM8JkLXZY!Big6mcqio_)unShTRK}}UFXF-dM_jxaxjp>&$3MZJ|HYr;cYgaT?3goV zj(@kjNG(*#h1h_#b13(lo|#9fUQ_4mIAA-|VC-}9AB-c+l0%a}!n^nH;1_q^ z#^Xm%@H@Zr`&eCFmih@9WKw2MB6g$Duv!e!C zWP%_qF3a$Ia*)aBH7vB1nx*EZ&{{h;U%Z6nFLW$PG`=BTE;- z!Bi}2bOfw<6>!1W(#=6CHrSEM2{Nt+$MqrnkaMpn-rx1~ir1mkMS0bL6FSyVF`Y!N zP)0Eban#z6i=!$RFb`YDh!&%AEG*o50|#LShrt+?(U=Dsg(}LGDXd?*ipiO2ymb2( z{Qdy_PFr~$yCjk~Vu2=t@X&<}21AT`UG%$M1f!wqppsW%p+HCqWt#@&XXs=dwtD)T z?|zp96<%CA*^b3tL=ud}!Wk0r;$n`FP02b?s!@hBz-1x7uRvn_boi_jWDvZ z7`A*Iwmc3VrB#8I%d#4KHfX`gl@YP{p$>rfaJBVZIC)wtt z*~>DVnfNNjh@%w@sq^R5kPX`C^*ivQ0QuT92JJ&kBSO&zrYm{oyrmVQ3D!qW28C>n z3lmB-FGSJFG5>^wHgdj=tWk50H&m^XY}uHoR^aH$lA}d@42NIpx@6o{(a(^fUSaa@ zWLHJj&-u7;a#dOEFo&RX{dqr*5xw0eBLTt}%fkM6-Hsi1v~AX;62zF1)e`1bymc8d_P z@G=){sGDT?dQpg@olTS)vy6fnv4D>PG0{9J)@Cqv2XMRX6IL_-f4xlL%)*Zg4HT+V zEU+kIPiwM>DWTMu#{T1X&wvRCHl8ilF>LN~VKlCL5mdD{fr*86>^-{&Z>SW%*=s}C zN$1K4mlEYcjN#;JY+cxG?sGRYK2)qMO4Dm9u_dd+6WtOS|L>eBnb04k6(dPfrGF0U zb*)*6`*89a#Slqjt7hdh=I`OaiA_^gGAs z9yjq|XB%Jr{#$r|_lOgR{%DAit1uF_5h2rO9&0SIx30sXjqg#gpG)7!2}c9wWI72g zC`)v$S{>y|39Y`1m1{R}>-9I#YahZL4ET2xx=9stBWYmS3cVER!!!)TRFq_KcbY2b z#6K+6rx0{@`8p#R#z-8)vsE!rq&uz(!ps&-LKO)}bch0kxuq5S{GGQofK#H^?_+Cs z8;fjoDSE2(=G3mAEb?;#xl? zTdJYHunvDTM0fug2T6tc1g2K5ags*Dnuf+euc_tBXp!SWy}{?i?#4q7E=;#STPR@u z`b+SR57FGX4-vRroT$yOV*283>^{DO9;511!b)c*71tUwOYAh#Ki=fnU}j+j<<+Zb zZ9U>-MQTx3E^yQ*;f+VEuTYy>#LnaQ;k#Wp`4U#Hzrw|q=B~^8*f}Z8xi7P?+1Wfd z2_ojipB`>a+etydKkCH=XNotZK(12d1gx|76fPHD1@n48jEIz6!}*1uTyp9e{ zcan?Wq`qzJ-L$Bb(qMAV=r#Z0{+k+Cu><%jbTSLHmZQ&AjHj!>!?&Jh%z?%odNtXI(^w{L~Nyn z#D#V$)QcRR?>@q4Z2(!!#0ewaBT?*vj6$wVR?AFf+&g-XYNd|LufL4#N(H+=yMw6J z)}6X@9*#);-R!+4c`){RDVn3i$=o#gs{VaKMNo_aB`%jGHz942Cbd2YjbtHT<8dk! zau7Df++8lHWhoBMoQ>P=DVjrqk~lLPKVo6TBdgb?p^T;}5@#(D6UeloDp=xV6Hgc# zlTJVcTMR38ba|@KpT13)=Y4u^>LI1XenDh#+b-g=UBILTRD^{h_pQ{r3^_uV3T-A7 zDu-8Hq-aa*{jLQujjKc;RU*g@C}>S9+d?nrppS8iqI(V!AvGy2ZGTE?r}+Tpo_+1?U{~Ft>P#52caUM>d~D zu2{zBzIYoGlap9kS>YSYXYQFCM>)7eFQL0w(tFM0+ zx7XK^Lx`ipU2N|@N4wcXu~=m|D;-4C(O;dNgIy#@`k48YBqmfZQ)gT~I_}n-+I@tv z_A+CruajUY@9vM#vnpIohk-k(HUUEtsXGyR9r%M|*txRurL;17Gg2^JvJ~+J@$ra% zpGA-L9()v{F(%6uIQfc#A?oUWv5GKN&eY0#{aO}5Ciy|1KSjh9?J5{ga>HaSNJuNpu-HYi)1EeW_blg<$ z&&3<1DxBcB)F1S$LTzdDK>{_A{vTBmg{P|V+zC{~S1pvMELVt+`{?1@XdXW2?+sf` zxWNeC{ss<%AuljO?GW79()tj+qkRm60apM+-$Qrv5yk+3K!3kuS9NC@Ih4`%VUoXY z=2^t>u^^#~L3L!~B2ZF}J~>%5a=>)=`9ZF-SAe}khPKIqGhS>&q|7`6^DINncSvjhk7J?uUDDax}K zu{<%2!|kUW+)*N4ELG4u-cztoiC9tpL+yryD&CapvnbVP(B0o+8Ud^vCg;~UxZZm3 zb}SM}8{F~k1{$>4FJ4Az)Z;F@aB?Wtr`eWq_t`t}dOh>$dnzF4~j?g#oH_s|=?i`^+(E9~h*E9+JtWE111> z8~4BeHOPKjb@YhR)R@M^{5rb~FwC1o8{<7r3+WI>g@h$T9q7^gB30}9Eb6nX=pOB| z-C?OxM{Rl;BX5AMyKlz+>O$B$IE&PEr4RfV$Cu(|#+>gYV3E-4D|QL6lzl9USz0 zAX{K6lk1O@5cE|0h@Kr$hxlL~y9iuI3m`_Zf<65g>V$!)ESY?PDv}Vc&B1P|T;+mu z#u2!2<0j@8mhg-B--cuxOvMolq=KJ^CTZ8fV5qfQ$ht^biCbFf+~G3Y-0}rXFRtTY z(1Hkkjs8(x1S{U()PZY>#J-L-)1oLo$Eod-&2 z(6l|D5@U37c?9i49PT{R&v=aX-Uf!f7G_s3Gvu;&w51BDlvow>C{Hc$elR%RQ-}rD z)7VAmj@bH>_Ks2KFy5btLN&E`0ec&F(QWQ%EsjKHt2Vie=H_D@Z{6qfiGpX+Q};IR zVc6@brY9GD)x69WYpem%+S|l{Eb4S&bbs>^iq#e>jTuH|j5-G?XJmoJi#Ktw`2>&d z{E!15`cBaIvGLxIF|~X}!O%nRV<-Oc%W@F~(b^)IunXJktlgP92~h@!b;+5R!c+l~6Ag0Ro?qLsE;qQj#2sv+sPipP9@(C6K6X z6(f~skQA|`HA;ajvynork7mUke`xqRb>yjNM%_#nc@qLd+V7;DsK&FZIj|_DrZ0r} zjTHXLVz*Gg!aW|7TEHacU-O@n9( zq)k=ImzDLF1vFL`(calbkDga>a;(Lv|Du$wT-@o8;qIyUCr+Z1*=*uSlQ@E1qe_^b zT}8Dvf!6UZj*s@(LX-BNN@Er)OE=+p5mqm(qE;>8U~dcEZky@0)k=+NHocCA0_kZ< zAI+m(wg?Tis}>b~8ub}88k6XC_B6@qgQnp5;+iM<{pTduaaUd>MS}FaJrOS@z2_tZ zG9#UQ{exa7KKmRX!0A^MclHrCU91!u;pDHYM40zmKB0pXx;e?Mod2Qbt63?qBrH88s)Eawnznu5?u~BAy2LPgg?zN)=SBI^!NGwls7vTVy*giGy^r`tt=QIF6-y)D z2MH}eAY@+CWV;>5?lvYTCh(b0zl5LP+re<;DaVpfA%r>3Vm*z-IyFi?e4{aDY5Iv0 z`BkV`F9^^hWEJU>gc5mwjI5dQ#){TVe3|SUtY%f5LN_zV#r0zN0GVKbD3I81c{s|< zA}GHIzfE@9+Z@AiyIq4BEZv}W>JwFb=C?nG#`rLTzyYsFZR2!aA(T!_VG+3-_Kp#!;)o zLQ5-i^O&ES;)Kwb)IqO6W-}OhL$sR*C^$m%`en=`IaB#JJiI81E9h=$;c3Um?$}{2 zhq2U(JLFsmBd_cn>{1QmVISdm$nOENh=URcB#0NG07%u|AWoRK$&)-}5eV`Z9)wv~ z{s98d#pINQ*<2mFeY&0=!qE}BJWt}CQ0OvMtD}_5q3e2a4q>{`8DU{=qRs+x$6b}2sa;BS!_6*ix{oSo(49r? z$r@^(N$7spm^x!VCGH9mLqP`pJO>pdC}KI96FtW6)>Ay+yr(%l%9gNwumc?KD5kVf zU0kJ9&NA^3q3%M{b7}4>NDv4PnZxAd42t;@ZwR~l+dS`yx2g&)QF2&kYsgivz^8ld zZU92lD41KUg8fMQp9YcIq=gWtD*hs_QlIQ1Q5V0A*_jz$XCrrrUc05oP0>X^PJUNeCxxs}(f^I%O@DU7s9PYJX zi!40f$6>FJVs#!3)N%au2(z17sJS-L$&FzUwEmkmF*vj*8>k*3eHKprH*K1|C*dlasL|G0d#iVqg z68lP95$jAOz6D7Ki07-7z*)`j8apof%&ECWxL0qW*X?2L#t`ql{~ibCuC(#q!$L7*r{X=V7a0HX^` z^g<{gE6Q-NL5aoI_6Ex3D&}Su@#WwABHV5V2V0vl)q(U)TruQei}YtgE&iE^=tveT zV_2aL%~^KX66oT!myoM9(0r6(A|7!AjTkEoN==8Df$}ZoK#z3;s6ub4K#TSXr;^9R z`wtjN0G%`uBI1Mmf5AbaR$P~olgbv^%*CR6+OBXw`@wV6X4Wt~-evnin*U@YNqlG) z>C_7JM*GDbD)G+B#2hF7y7URBP+|*DmGqy@jmc$WX6-6^?Og=DrWPAi-y_6|?FhBD zpu~8|@`?7>QRi3}_H_X-ig?Xa5td=vj{}czSZAMiD2?#E3fSPNKV*c^RDO4t;FlY|G zj1wjJ0wt7DDKTf|@QPE$ zb&&-ddTLiNdbYg#8rL#CGJ#Za@W{AO={>??;YJ%d(gCmpvV@>9%}A-NrKz*ttCvt; zoyW}fCOVs&3gxO}oD=ic6#ezrXl<;{Oyk9cS%inX2;6~67)kG|TEWuHJQs0)`h)M{ z>dHEP?eo9MJa(p1lSp|Gpj54+RH>j;E$g^FP;1N&I9K#s7p^x#W1@~ixq`QT_EY@$ z&9_)JpY66ovSAO4PloAWCM@pCI^*3I|*T3@~o<46P@_gm4#pfnl3+bkTE~;3j zaIEG1gwn>L*jZ85Lq@D+3Pql0WPeQ106SDWAq>4eo>d7Ig_<5D%q(*@a`hre>_&Q7 zgd|>1ZdBs|WG+OpT7f?(fLQsEVGQ->B2lE&pB#b;J$m>H6v}lhtgj)|fpSQebkubX zGko$17JdtrKeNa&r^6qPI548=M?noIsWM_%IYGX>k%!O^Q7V^|7+heZK#(KPg*zPK z>BckVZyuj_N&%SzAMGU%EuaEpOQi+QD0rYw)TeIV!Ue}cv)95t2^)+@=(~Mv?d@Xc zu!(^evif?t*F)(0Xmz{Dl*+hx`8p@l-Geq6k0Mvh>Mopy|D+DmWNk+sFY_3w1a7|VRQ<^5n3t*&zO)5AL4|Pm|yr&>>)RwYy+~uQPHj-Ud!lYz| zf>X7yBUDJ-CYnMRv=Ig_qVW(jQ?oc``tu~5U;v_>@^u#`;gYh)V5lmGx&smMWDIyR zjI9E)g$iobA;#@ccjZ;GLStVpRj@k0goUjw47Q)^?wY!vNLS7Bj*ZD`g+G&_WhX+C z_!vpLidy-aHd3O17`~6$ushu*9=!WQ?)GwJiURFyCawe%|41q1Q()Ut`U1pJjUIW6BGu;62;+VaR%a7da}Qxq zMrPAboRHnLe5;Or@;E{{{)LK{tAyRsUuSYzB+eZ&12?!MOqnG z3w_!)7O(v>`^Zzlj|(}4GBV{l^D`--C2L1>0xJliYAaQ=T0b3tbWl-($<|le8jDUL zb%=VHzrLj6aP2I?pUqHLCCsU-8wv76Bvn+y7c}RhszN7}m4ss^lucbIVTf%~t4?qt zo5^DF;$?oHT(N-maENDHJBY?Mrsr1KnvUku+~O>*-Morl+<8msMaW18Q$9Ra001BW zNklzL_DbUVYL7w1bx+%wX}$#f9M)~mKaE}LPS&57w5OfRm& zlPY_gBnTod|^jdppELpXZjl*K1Hl80G z!V9EkeOcOxLLw(6<|B2^H-&}v{vmhxcd~^1k&u}T0_nw#V5#>xC19nJGEyCH`x2ry zg^cr*J7|%fFGOV+23??}bfyNRgW-yk7!TrCdWBSn$%Ors7~zEI^$GZcfa|UxU{;4_3O7);dLBgerXBWVu{Cvl4GIc2Wr|; zvzMAZ1nX~1O>?)LTmb&|dq2d^-l2*UBc)G80)N|E+gyYrlsSbwEG?I=& zdkEdIj72y{=4|gKl|_TxnKVc{Imb|f5dR)^TK@VtvB)2fB$bdh#{*Y7P=s) z-NFjK{N?`?lT-8DmEd?(2jdni!uouWQ9wid3tHeuM@N{Qn_)N>LD^}O>vY?Ays-gq ztUC@7;)GKv$RdFXA%WuLjjjk4k;VNvTy1qpBAQ<-b3m0+JZKK)iDzPFXG_I>^>{-cPmsDgq z0j^0UY(iITlfRR$0(I;A1aH`Sca+m|?d?5<%9!n(9YLXy@WW z>FgZ(*sm}S9Z)Zy=+3A>$#At#Hg0$pQT5dg^c*&vev`tVeObci-NqjVC-IEwS6neQ zkm$1V%M@>BtlJ zUn(&yS`JijutIb11poDrEoSh=FMXLUWjjX)$g({%(F{CJP-uS8Wl({U0#1vio^`w! zsbHBbWXVL5_@ib7La(&zztKT_{!uCAUd6x6X#I@5ac z_{(qnrB=TWbutAmR(}|+#+L$4-1I&_T~uAQPzUpo+PiH9Y2SVF4%*v~W4cH3JE~*s zk9t~fB+y8nKA#y@+)Y3A3IlZZo?z4;z|J|yS`KoBI;NKAG3++c+W21(Fxx9 z=mtKTNr7MQ1?E~NCmQ&*&wTX|;ozG+3dZ=kX`rf&* z5^=$n3Z$fKaplSi+`U8Co_Wq{d`80&?ml}Lx%v#2S69$zG%)ZycK49lsfY@^jmZfV zCmZM;wp7PZB#{7;VM(#5WD=*uXR?StH(`>C6JO`fa0txIEaKM9moXgn@Z`}uIBp&& zkuf1rsZ{a8jZY$*E1+JkpqQ_roU@Uov!UpqSgvsgar^mGY;Qj02fZ}A%KA;7OT|rx z(H^RHY-4hA8l_SZj`SgNIfx$OEXgtz6-ruRYAF5<<=K~)Ru4J`+~<#k;9-QP#KHkC9sw2q80g%ut2-+%Z% z9zS`AmtT4nGt+ZQtWGzQl7u;moe}nrcJMF%um2U@UQ1_j@j_AMYngOG>-8zD-+m1u zUuDe%${}nki&m?RaGX=^^|0XNamC4_94d#LP-pl- zOc_#fuPv1(i0StGQg!}AqkW~!l6h5mq0)3>OFO8aA!No-2;9v%xaW;f+}*)KDTfyq z=Ruy*1;pNatGh@MvNFHWq-DB%x1YOZx9J{OH0_>+2fdoTnu{M zBaGY*Q{ZU*($CU4`uNEv4vspwesuvAYW8Ic_@h7iXS`M@e~3ooC1q4Zc+3h9IFV zDZV2*EcINJkgGW!Rl$bnn;8+J$TrSI@TJcWVt#Rv#a+TvNt)2Y8|j25F1j0@797mX zEa3Nk@Aq)AT15N7T}Vfu?+&qZa0q+kqF`r`s}oe(!$Ds`*rz9}tVUU%nPrY?r+LWS z{+y!)rnHEKh(-5Kz9R0R5-ill;mF3*p@X)}t02woqL?ixy9cr)vZ1*mA(k>BZiFu8 z9UBc{gVMp{Na7p87*9$?M0O62P;m0d%Ahte2hkj&TFSr+sWa7QA-fDcanHrbo>8?h8=2ZFespIaC}(kf+Qx<1GIl#f^m|>d8Y!>i0M%j+Ym-%s zj<*$XMyf=EwxqrNJ+9yt@_AfYy@1W#U35vjF;dk~$>JOy+;PCrCF+Ld#yLn|RWZ}C znPgS@EI)&g6^#`KnSz8yV+Nzqkb`u|UhXPc$!I@aJFe;*$+D0G@_?;|)e><n-IUZO)M zi^ZA7qc(bNtrH?0-Jw;mV4=nEkT9>{5Lfx)%V<4+$mj)1-br|ey31LFDAlG>U%8CK z?MHAV2}h0)x?@iCXz+0h)wF&cx)O*JXq2_`sfj(u&MnzNN z#0!OERGNXQ@-c1F;IO``|k5HgOspPR}dA`T<@zM}Isg?K5N zok6MlesI#uS}ug5lL{0nLl3^&;{ry%br1(BsozldqOIdBqwc|lu2@1T^S+AijOJf$NCr=tIqMhax<{ZGZJwK=ePH<|Lks}%FpNG zIsC$pa}UCb5ntRq(U}k}3H&PQt0eCMri<7XQq z_)Hm5qQpWdfhwj)l2^4U-RJ~|X-KBC7AgQdHIvBV%?}WNzDh_ec#eYsDRYMwJTb=I zZVO*(4cK;q9P$fK!PCK-Lw1~sa(A)c$LRO~u_9!)K(=tSsMU zyQ|u;IV77LnkFgk?!#hMnw_2D3J`?d0ra33LD0j#?ZXNXBnS`$L68LOYIn5IUosyW@dG%5We!<6pWM-67Rhvhp=woSZ8BsLC&Vvu(TI%X%`Uf3N<;b4;(`mbi zI`6wFk8;dZ#>K`efr|PnnQmT7{CiFOSn)ei1$pFRzX_N37e z={UeB4iO{~l3;>}YI)N{?_eK)@W1~r_^p5ZU*PM%^?NK8r@@^rOA|t z@*>CL(Nuk9X_+NCQ5!Xu*eP1G3uml#oel-O7?MXo2P{|t>50w|n71YS!o>)@_ zAGLBBON~X$*D5SAZ?@ZbLJ~=Oc4#mogpzwt(M3Z^1&QtS`0+htwuOtAUc$(TkvSeZ z!vThyPvCbBvA?~EUcblvD4hfHpwnxOmT=iLSs`u2-FuJmZ~vb^#aF+y&yK;PUXyPW z&UIC8=xJhbgb|s79qew(9Cy#-2@S`u9%Hd=iJl z0eXWz+MQ1B*l(yCKU40j4yH!ylkZukKgh@Jir zRoiAA3DH%C<1w2jP?Jz~J=8bqa7sS9{Vpc`4jePfi!-K>OD-O3)t=trdDBV++JTFE zV-wx1zz-(vfsILo7se4THRiD5IrwB8;D>2|p=sfSQ^t3*40YOUZJW)OZUiG#sg*B~ znODqHe@3J;GHICLOtFNFntiVX%an0m;kP*;>#A!A{7+hh1baMMm&T8_(8bS3fy821K@o-b7A z@QvSi1Bb&t9vwgIxuoUl?nsnkA-TJ|w;^d28!u?Nv3Llf<)J&WA)xi{r~lF)OM#YoLaN->yf zsM!aGDpTaE;FVDRuyc5jtu*ihNAL{rTaVV*xHnd7C>3q@wSr;@@b2DcK zObc4ovnyIV?F(nmUBaa+S9lUnbiIRvCYII~cp^R?$2&dl3|hN7^?Ad$ShDuEjs}`lvZ-+2xY&@ ztS%9SPd(O@QsY91kj?X`nP($Gm`L-uv}aR3X!;>lRS7d#40`U#`CX)V^x^lgbm9u1 zKQeA5&y0R^3)T5mj5@8O#&opmT9irdG6-w@8s}q*kQ&eV;xB*czKo_P-EN!BGpR1n zdswC>cl4KU1S+vrQtdUB>&&5iEI8g!0fa|ehF`+qc~hz|sI}tPCxf0LS0PNyaqtB$mdOm)oGP7^=+@Db8V5oXcIfkHYqiz1wl9Y<7}kvwd(4n-4x>sX`c~ICJ_k>W!25`q$pX z!-sdU_v9|RtsV3ZJJL8CI^s;A+iPQM>oKxqjHM(%9lF-da-R}fJIa*EMJAoBByzAV zBJ5-_63Uy;3>-HcEJ`r~f-K=iyBG_^W&|shv*>ll0ok%u37{aBYYe=V4Dp~*#%t#; zNSP&#T*e`q`&*o_z-)s`9ZM_g%qliAnKn_aSKzpEXcWW~?Cx&K>V_IBzl2(Cp6egd z747Y9ar2|)!Baq0*N3Sx*2_4eob=Je4yzX`I5>ESL8pnc=U&GB2iH-lma$MTpn9^7 z2C)#cqifRB933OyN(?Lt8{=rm`#4Kd$=Hn`0Al?JCEYV*iiOC1t}=GTHWOdtH_KQ1sDYjUB7^?Ya-4fHl=;M)5ep>+qigk702oxGGlnOnWX#6lF@-z zPprWn4e{doF}!~IH0GAq5w;Jp_4pnJlK`F00R7R3_itkDP*ckQOf2wcfADXxzIF_A z$Bv`Z>tn95%9MYh)}km4v3`7wO>&$4L(DHMuy=xA@$ldO5C5E5gGp>LJKHc7TaG1$ ziLAxVglm}fl^X8ddKd5h{5I?QYmH^R{@Rz|S_Sr|BYA^IvFy2TlS&-Wz)C9F%q%5I zRgbCS9C;ukG9~MndLpphac1Dv*IvTfN)?}ebWPSCH0>w(obAK&t1z4%5_7CA6uHKz z_%ziwu~;eaaDaVl{1TRz*HJ0c5ZYuAs8p>XD74UzV-V4GP8f7W+5f^&EF2y>lL@;~ zMy;}n&ZvjIR*OGV!nAS^p5H($EKFkhw=T;Dk}R6p8>V-u&Bd1O!Zr&y^THK;=O28R zb-|mD?%?15*`H$^ba_J0nXKg0PpDXF4z5>59Q85jkCBN1%0##D9jvUaVf)D<$E8KB zCd#D}NB7n0b(}nXif{COe~6Dh`4GMSAkQqF(y_8BGN(%+W_wGQYs;|lr7!&^F2C}5 z#D<5*j~_uq6D-UvW4_#FN^F>h7*pI}5THL9V-!RPq7e#ahQ*Z)Zq%vKq{7BAHre$-BpS_NcQ8HOFhDb?^O1nfA&S&U(3V{S@?(&a^AialaSD0(bEA_9m; zBN<~>smZBS8e_RWhcCW(1&2TDvU@in$Nlk`<8>;PI&ZkP8K{T$sFs`-nR2m;0->oK zrKKj9BI2o~Unn9dOr$9XnR{dzB9X9xiBCpQL~+Ta*@`swGuT(cR3L?ANa|KLy^)?v z=g*^Ko}s8~dL*RT4CM47)6*1ct{jW0c2wXd(S);(B{-C-$UxOvs}0m(3bGHcQsMWY z6an_km^m>zhK9|~NOkjtlb7hTZ zOV3$wW?I@1Z8Sl3`4pOa_f>q|QNt`bxt$>9bDb*VJ>v*1?Ro5Cp8B&BEjhZ^cmg2E z%qWnCZI}U#v>b0T8esFr5A)_w-584HkSW4~Kx#_ebQT0iMgv*osVS`1l4c5&G)*mU zQKo&V+>|plWoKg~Q>GgdHJ|j-tl3X(>F=S6ZKjpmCjXh`J*o0E&_JjVY7#pArSD}! zAHOg)Z9`5q3@Ae)Q)$Ms{5dBeV~Vaw*LD6WD&{ZK(|JSR+nNDjar}(Rq;jTo{>2WGDx^Jmd8s|w{VQfcz~|* z0}*KmGb>D=XI(zeG+KnIQn8byGP0B?hxJMoue|y?dn%-pk&0`JIcA4>Pn>|@vSCoF zrsE7c$SgtLOK6cP6dVSX{i27}lc!N6$9dj2JRozq^d+jkRzGdJ{6i#(c% z3Vrew8j}2rCY)3ba_pZmWovxKi>9$Atvf3I%&$~YU)exw`yo#&4P~n4R~J!QTtRE= z9!I;$b>Buf=)fz_p}uq+z5OQ=*ysD&Lb2LFZGIJpdco(x001BWNklLOx|x)?9>)EAQ+Sp`SV6Gf>|9XH*AfYi$;NehF2yuGMW4r+HHhA4|K?j9 zZ%TV#Fleb@4EZ^VwM7)`E7*N>jSI*8PBaV@s|y_OIBM@AjwZZ!2t&s(PTeA=(i?-N zM23obf?79cZ|-S5r0yKe>QaVj#L^O$Iu4ebNOMal1_*&XrYZeS7(6$W5G|9@w#IY7 z6y8?}oY9nS4f?6)MY7A(Kt^OaJv&pf9d*Vf&&!l79j5l{J=?J17#4a#z*9~3h03H6 zu3n$JslYo)#0-d3`Cw~}JGgi69uKLy?ExB<2A}WAWQe(yCERV)k&ukc%oON8 zCEn(VKk7P}iqSK*929B|7Rswa-;2uBHJ_%TE>k$_Yt*bH=a zc^$=a6@y-Y_I?}1qJ_~Y#9p(FlILN4{S->YIz*JBx3i6K&|*)L{v<#sf_#9Is`pKT zfT`NHCHNlFt}ak|{Y=$D%{0N!kunpGzP<~ALsOuVnK)}$IL+rYmfCWX1XC&!fd(p( zrkt55)8vzEq+dEtM+aLZlJm1H$^;3B1@>N{EREO*MTnk>m`Kg@Znr41|-@49D%1al z1Z-1gd*&b{b3kGsI{_lQhC7ua4n)kLIg*&iCy8m|gS%VkEf#TgsmAxQ9v~HqE>5ql z;p&xFu|mwm)`4W##WBWvyBPHQ@Eo62r|!H3*D)~(=l zwX=!#<8AEk?qGLko7aWaORwOSuYCb48z&hQYIVA(%{L&jNV1KLsm}?o0R*sWNw72_ z$&;|;gx+Ew5(6%$ztP`uq^OWAfHbr4)h~Y$pWY<8e-*A*f>)}ue^bG6;TLbf#6+%s zO6TvpHkL|7R2=E4#Ae@Vgkhgd0!IwmkOx>IB0i_&2-P!Fu7m3oU(2hsth0n&f^q6q zOcu}LAhpnoTs(Tzhwsr|SH?IjVZW1dBq7`?*CwG$a{N04%S}_H)aqn&N2WdsuU4L7Rq%O0hx*ndg%8$99h$tn?tGSAtDFI zAc8dx_~a4Yn<$w?uey2XdS1q0W>PDjn$%_r0FcvYi|I@+oPP=1J0rjtV{>O8mGPK! z?&oS%e$Oz8&>N5VCM7)#8@teCt>DA0meC;{&uAz&L2_Cq z<>HIz>@<;eA1E!N)b_U1kRv*HA&dkp(!W|R7ygsfL}W-!u8biAM^qH~+*=S#(Kd7X zb7Yw41P)3zokL*-t_#p*mvuZY^pNsb{2M?^_)@xP0saZW#DBf3&e>Wl3H z{AvTG+8h^PdylUp?I+yOl1`L75!`YEu3u(n>v8vx5m8#qvq^-`_AO=IA%QYF2Dem4 zWnqO2>q-9rL9dO;u!AI(#iXeK4s!pWTUbZ8xy{b3UTul52`#Eb$DQ=s2*!gclVFB| z``Ite(FKyp0E13zried!e-L__B_S`4>9795T6(kPz64N4yK|;>cvnkVuR}_x4g&PXx8hV{Q{+ZKBsfi>QswuMd+~XSeTDWlG^AO_> zWil{hO0$RN*G}WnjStZsj1*fb1IA5E%o3Yx7VQcbef0HiuZzfO;N~a4K$^(4OtM%^ z*u#J|lf$tll;`7mzPCGrF?ylkfwONZ;ER%LkYYl$Fat2NL~J8(#2hl+3}ZZba2tij zDl>=X>vQ}WC`&r=D!6y&I)YA*^=EoYPX>#%x#Os>okV-^6AXJwYEm#IlTa^lB#n!y zz&Cgjdf05E7htB|IXVqKa=on#g}&6z_Cgg&Ma&U0uneWXoz|pGM+2+&)N$-wj$$bPIu$(neDc505cBX~|ikQxYyNYqG)GIjUEg(XZ0SYtsKLIBg z*>E@lEC>T0Y>Y=C9zJ})X2{iQjq4eQBtb+YE){r)VjfAAl7Nj|cSZi(Yp_HE>!y05 zbyVTAL~y__Ryj?Gbi^;c^m*)U-NV7|gWTVWp6Pb;ANz29 zNZGWoZd$k?Y@9YN_J5-5HAn^8nWXyLLV_K1zC6YHqu&oQ;FB!GhenKnWnt7g#2^0g zALeorx-aG$i#UJjbNKQXzJ^QZFETJhpP}73#0MXLfRC=doBPm|idD{%zjWa$&YpaM z`wIGeWYD~7A$f^VEGQ*apx)7REIA~aj8UwX zx$htr5HSJWl7}#exc)hP`UJDw3sTyzrY}!?DXRv0Tr{e5C0Fqv4o+<=C0un6kMH1xIEoK~6Ju zI7Ts3b&(~BO4_tpI+PmRV{lE8WO(&+FXPzvK0#`F2*yJx2}mYr9zMp{KZN1Sy;&%8 z)KbC0$c=bNM}8>8xTgr??dAb|*X3)`4+2D{3)ic_O6mJTj0jXxK$_&!0FhG!R=BsqkV(2v9;12g-QJG_n~&^wDXS{zZio9mmxdU&rZ_7x2-$*I@~l zwPO8)eWc9)meEfEP5DU+AIOPT(edCHN^Gu0Q_MlPjf^Jmrb5ybRWHw9)=1D(d$8k| zVPXM|B@?yX1M~(HsUa~9Y{mgM_nw(?!CT2bVS5c+&krpHkR3r!| z1B5{z;mAa~K7vtF4%LR-f zr(&(we1b#LC{t`qeFbwH=dg48{ih@Vzq&y;6i{%ux5;$(=a#mH)C&?@!7a~YGCcg1 zKieSvmTG*dIBMPhR8D0m0WWwgduPtKp#!vHU zHaFHPel7Iy@%LZHl(6njK9|Fe<+`hCGQbM%=Dt&}wWiER8S1%R4N0^C^p zuc*4Im~K)ki&leNx}MaIwb0C+%s3JcrnoM7Dhf<(`e-Y#V(MNtHB2`ZpkYj%k@K&~ z^F~D_HBGdvEUzx&%$YL)k3ew0xOM9`XJ7}Jz{7_RQ7jhm^*6tPz5RXs;%9%2FdEBs z-!)L2JBK)}vM$v~cH!9ZRAP|dD6M@Gw`I%juqUIjUZn&wDhA@U?He$qhQO zyEY%(;UZrr6cCV2?@1dn6*A-mF4QwDou%b8(X|UGFc{-v>DU=8t)J%K6TO+9uku_2 z>3A1e9LmO8HTZ^dD7I`VNCFpQ)5*2wm8G0yGCUGVrOAn(^~%%)NIIb#3}QU_;BQf$ zo9FZhIybbzclRFf8pJF%L#Wjz<@|Nh*tfUta%`VR|AzPf5dG#3f?*rel~f+b;m&<# zEpZw097X~~7T$gDM<_OG@Cs!H%4mO}XLIY;dwA>S7Vhm1m;s@6#Q69Cet8aOE?mXZ z>Kw0m_wMeaz4KG~K0-1>sGy|hz~9tne6#Ldk)A!&F=id z8p@Rh51MGrC_1(@AXQ8SdVa2b{0=ImDwft?#$Joko>J86F6J5w=(Z2w_&zF)1z1HF zNkoGz$-*T7lGbOM)J8$begIUj5}3;MMU+A~=@Bqh?*n@4pcUT-uwqy^YuGpe3#)Wp z(*$JQyPpZ%BRQO9U?DS=U%mp!6{~?h$skMc5HWfbyDO~x($PIvE?02o^f|nG_4BxJ z?jq{7I`5t&QQF>pjJMzW8E)RahKK+zB?SE3tC#TGzxCTFI3?-iFO+vguZy4k;-}a@ z*w2}HQ&x`#uH>{|&mg3f*ka%yP9pWpkP+mV|J``J!~6P#7`*WmC^52GE`i#Il@X*) z=?NVx1u}s^4Y8=X4^uhqw^XA~&sd3`8>-3Ukk>Mco>7%- z6J;sdUJ31L38NYIo|KUYuCcZ0rJ?-TG=s>qU4D*8+B8Wha(ygy{At1i9~v&u_j1}* zCXc1y+AtHvPOuc~)>4gS0>r_PYuIw3z`higTfiiW86b5F1^B*)fSO&V_1o}El=wD4 z93+?o6U4E=F1FRq0;CKZphQlyM6sNEq zA5Ni!{k=9?2Q4fuHn6dAf}4L@_{m|E8cdEI3&w1sW+a+c)zJpdRD~%m5a%yl z#;Mb%Fd4->MU7Guj~_mP?b*E9g>i&&5b(t$?K%acO;aOCm3Wa(NLeg#u2lw{Y$DeYxP977mgCL-IOEBc@T!OGBcjgzrAsab1U=MI90;K{Wiu#6Q6WYE?KB$W9(%$jIA6nNeyWT$;>H|ZkbXQuW!zj8*0i~ACkWTIqcgOn}^V%KAMaW zB@v2-;3l;{>>{4{C{=2B<@|Z<{-VX_jc#6A7$)HaF-a%LY1Vv7kgHtt8F7Q89a7;` zDwP=wnxC7)8=rffW4A&P;ZOeHU*WwE-$j2i;f0Psg&<8Z$YK;2d(QCMo8N+{H1Ox& z`xD%Ma6`S-tXA!_3uin<6MpXB>-ihytGD;j-hCvm9!)wXeO@eAPn<*J_$3_N|3sSJ z7zPTS&zbFm!+nJ9O~i&g-f%qNMR9)p3<{Mw#O-}Gbq4GBh#9bb{VfdId(bJKvc7iN z=fR^K?cIl}*hg-5mMI#ysUp&tVpLmzTdbh7`vCE%tI%nRKO8dMzrK6|VWq~50Zq9# zEDvsD8Oimx&~I)^N-|ARkYX?jFn{HBq_hEv__>b$zwAsh4`wnx;*|aLi#N<9hFh$v z#{XBmgg|TaE)vRlCAV=lK}cDXOxLDZTR?63IK0sSBjq1~{H&V!0T`3u;3 zd>2_9tI4*GKyr|!TDPx_QWVES>-uT)COWmL5^_`#Ee)>3R7Vgm#>l>Ew6#-#A%O_ebrWMIQ(3>$1QfmD8M##-)P#Tf%T$fO{=NFTdDMMc z7xr>Je3~I3CnxkpX)pzzfPdo~U&UKL{{<%F5g#WNu%)VpufO?aG+T$bdGi_uI|DY; zESCy6bJ9oeaExX@MyD?`wR0N3npl}n-!n@4#?y3><&8g-6o`)1F>QSLjW>|R0=@Pj z4)=DrPzmBpML)$dWhRbgDu||zbEFTHH-ZIMnG01Ki#T)nDjcsU4Urs|fuh>{Ji7Z* z3V>7>y(TwZlJ2jc0nO;rQ^AZ))G}pEB@bJjZB>+h_7kPa#A!asBsoNT?@?~nm+Pht z6H}{IZLcW*Op+z~H^{Oh6B4L~*_er09Cr_L&ydeLswC{8v)6}_ZOQji`#RlehrIyr zKOD%oSj9}CbKp1uK7Bl5$gBQDGZ%OE_`jB)p1`!qO53qduCVkIlUp`#akh zjPJtu(R=*KOw(4Z4LMm($tTD5IF2^uMqyh{#weKf^1NlBpe^Q`M3K6+Xk4wRv*1Vkvo#G!99E%ofDit=wuP@RpJ?V~cc{Ng=7 zeon6k66e#T{b~Jd&M?}hb%gwz%<^D36(plhZbX`8Dz1-d_zr{HRAWrYD2#w>zwitI zq4zfAQUikrPTN~e?Cl<6uIAzO;|7ke8hO6Cq0b>dV>bGu6nnif7E7{8GL-QzH_{Z@ zM~u(NV!0l%8;O2f3j@A4Bj4kChTfn2hn5$XU|T(c2yy@_!MqUOyA;Go-k>IfqxDSB?6FB8~C}#S;(d~bhr-1krMV3m5W~|t?1hAYreI75p z_$n@*yQI!FQTsz|?mWh|>mTCAtsB_h+mS5FVpTm$6C51u;NuT}j?*X4p;lj%$tpB( zV`Erf8r-H+7ls_hRMc-B!z!yOta6VH;ae0(+{uzx|7pXG2uLV&bh5(_$2x_DFN+&fHs zlyX9P&tj>FI2_~dNAKXZH~%gS+u%M#GXs6Us6h4V{xt;$0ey6dtj11Fb}E58%z zO=3$Bg1qT$$r2LE3qY+p)AOX(p-g#S%+>1{^&er#5uZ{NPH$`x&~3%+JCbQrczVvF z1QT*FB|iXly@)+XGwP5f=^4sJ9|gze6ah|e64IN1ufIWVPZs;9(LFKg?Qy?VU*3T0 zr6|M+$^{d`H2A%IDhquZup`NIN-T)b!|L1$UOu@B*Bmns@8A5@_lZ$rvw<6Z?rYaR z!Owp77QXrIzr&f{S6;n>YQ4(t$a>;43P!m1;5NHpmVB4DrE<|>G>(48ne&$rh5_0K z+vs)4Ngj+D+Q#0yUvA%Hv5ANUK$f1HG8&r<(lNB}8E-THu zo&(X+%^h)*Ay6r}JiR0O9y1pcpj9-m5ZJu1&>~o)3!SAH#}T?k7ulF7GZB)6HcFFC z`z)nn)d*E8BnUAGBK+b}2MZ+!gTTk4=cAE?{8<(eVlNyaF1o1AtzgZb$MKa_+`6`n z)GbR2ya;(BLFN-wAh9F4T9g?LB)}$`AaOkOg9Hne3W}34!qJ3vVYIvi;RtC~VcOSt z*ae~?FL-BG)^PFE89dqBLBXO(jvkvR3gtYRyBBBEsGiYyz|=WiMidGKEKv+arHYlg z8s>eMSrYTUjnAJw0e>{WfWQjJ#X)l)n+H4S4~LxdOGX*1r(QrpdArr}w6Mm^2o#vv zaG#1X$wwHo29C2-OI0`v6EPh}YcFRT3mr2h66`&>hm%*n#CgN1Duzhw8uPS%1hY_N zB$Dr>OzM3F(|uj_HTiBFT^0=3Wgc2HnICV;R3U2MD@*GbbPgD_Qo9+Zt`x{4j!35) z_74${de97Q{nIg{CLZ^BFFOCk#L#^%$K*)=Xc_g`Yr(J0GXO$yV%p_e$4AYEPLgBv z!ifuLw_BLBck(0wQx%o0*`oVem@@_QROd+rhv0%m>gFw7G;3o$W418Rag*s2v3?vbfAT{c*3ukvgpJqiIGQ^ZBL;e3Hs@WExYMge(XxZk*^E(1yHp z>?D?tpH?$7RfV^^JP>2 z{OoA+XdpMqq@pM_b(<)`N#B*`Mk1Rwk22$3MfmcBR7N1t8<7^9)&LLNypHjBg6-{1?Cfl@X&5mG4w}0h zP07?~LrKUo%}O%a>{!Ou$>xxnS(?Uhw5H!_jt>H92G5vFDyXFT;unRz1f z=Usc$(C-UQ5l*3o$o7}Lti#i#) zQ8Zj;qSL0~gM(qc1gsQta0_ZML_ivQF4QVmT=Nh_+lcK@QwMU{ie&Vp2*Zf419^Z1 zK`1lh6KT9kYXr%c_&TL}FEo`EA=rVNekF1Qtqi!713L>8vy*JVV* z5al>OPg7d}tFTZooiqUK~asB2^>@_>E-7;P{^CHflzsw9&dfj_?7uT-6kMIBB2RMH0E?&9%I$k() z0XBgTMPD&-rbR^VYoqUH1*{2`s34}WfZY2s4dBdpVLUSp)N;C+Ydf=ZvHuU1aT_aZ&A$u&6KBKPgV6w$S`8ColtdXzjrpHi273Y3y(;$!(l9xOYa96C_x=ob|L9NQ z4n|DdXHP0(?{s=N`K2$SS9EZ&^#mJh>sVe|z*}#>!#`_fWs&y?%arV4=>eud@l4gy zEXSlsbq99Ag%iF+Kl6#ZWWNpOd08lqklJjh+Rw{$Lasc-1aA znn|Lka`Z>XDsZf3p%7ybOxQAf9Ea%9P?O{z#Nx^h7?4QFzkvW6#Xby)?`Ft)R+<|V zS1&}(p1^Y`{x3v>dT$dLQQd6BD0(goH$oC6ESrpcpL>}0ZisRLD9u&*d9Z0iC4D5= zEx(LPwSgkjC&{VVVKY5;J7fVwtTGuxq;bHLsYK~PwOjJ~>LMni(+I|WrgYHXwGNwD zTwdTshzcf}u&|S{(i~-JK7-B+0v+FOsDi0fuHel#zln<%&SCS>COk)=wf7kDWWsr| zqtO_>V8V+vA)RE5;nUQgG$y8jDn$tmqUws6bEU@$~KX=2a?E*)D&`{5RbR6rRCYa5Hj5g$*HB2H++GNz<~ z3a-BJ0($)p7rLEZ2P3);N=A_AB1JEjMuz>?0lK|DKa2#poLpMLYNNp#pJEar*x$ip z$V|-6?lvlp%{~%#p@2#zn>;dp3DX3wEvbd15h6|3l;W=Jbo&!j7gw=y`HKv?ZQXnugVz3(7OId9x=&1=Q0tht>E@^R zewzA|c^^%u(n$I~5W*WP3hmR=AZbu!$@m^~c7yxX9Xc03ROHka5w^FVuPuc%cp@s; zVXyV8yMEoe8~WcH(*igLIRt}&WXLGp%L6st&lrqLx#^V|uP3g21;f@Bn%j?LW2+Mz zpwlA_um9!0<|LSJe)~<#&oyxQ(kqxuB5ZGN1L8-B z#~m!rFJWN{-@jb<0#!Muz z?l%;QAo0&BK&`J?Zc?butpug=!epAZq5U>AizmMp3e=~Gu3;&e#Ec7lmgl8Bdta%a zV@%y9rnk$?H0SlBpq5@z*3_OBMmSS4mz!Ub_N&eG*yAuCsRs6X`K&+KrreeIP4k~*!;I)W(xa5+dUIuOo*)X!+pvWvF{Sjhn zVwnXc)S9pMwV9P@3dVv#aEf~j!-Ux{6tBmU6Foptasigmq%pIys9|RymSm|(0#R(B zaq%^b+k3F09vi7t8x2(IH5zL(ZQbOM3A5o``iXmlV zT}oE5Ef9Cipkr%ySq3o-BlyZ7H%(3UlOfQSEiGmebEF4{^y1-tnR>`#SsHDoiS!&u zWEv1Nk(D_p0kM{W5%ilmrl%A;J27T{{}gey05(PDAv^ zBeW@gkk}j?2@ihOM?r!p3vlejSrlp+vh7Fcw)goWg`Dps{oq7i%Mru1OHRhT51CX) z(%NT9lXIV#<3_}mn~4!4wG-^@KY-}lIJUgZ&;jiaHXU>@8Sw}0_A~77-$gLI!kT!b zH57eMF0?8SQK$ltPD&KUY%pOk`c4rEF>g||5Rt(jMJ$ksUc1x9_RcQOoI1l#2J8DH z@)l6qenV>cAQbI!hNi)VmQ`S*u|~ay{hfVuS{)qjZ{uM535ui}DU>lWJB;8CqeK>L zriB7MAa2ZP$``NBDBwKfOK zCNo0`#F)ydn5Irte9l+bP$(AAjRvUB*D>0k@FFu958?H@Xq3ww=|m{a;M?26|!TIDX^QdDb~m?;Lxzip zB3lN1U_iQ|5sKvSPmcGgG75sEYz9%Pid~^7zfZrj#(Pa(1n3uO4XGGnS`+y&s10FS zFzV(CzxPm_%lBsW4C`cAtFHVIf)uaj$b!7`Smq5Uw}7R4T8|;G!1=DAej-2B-{L7DgqZz zUO@kF2c6wVoR9(S6rLC5vH;6z@#<$AhQ3;A2E-^w zK+Q&M$%(P$IMV!&mV`ZdcsiucO7@2@TG%?xiTj~~&8yz(FMr4@1 zS+wDoTyImBNJxsWndflxzYv-lsQ|D{7g1&|Mv)Y8=Gh@mWhBqJb7#rF5R-I-2_lT{ z-oan~f8WPTFI~d=`Z|Law{PD?bEk!Fv&HwvxHsgzWXd@=lxz6&8h_*wYBdZh3=F5DUp+rL?)^*tyf56Kl%}gq6*SlMnDuf{GUAkA{N(AB(LId7qtLnf$WJ-wV0O(NvgZf4=L<2A?D> zG+iW0f0}Sass@@klOEI0VB|4+^2!r?VlW)QFy^0Grs#Wb-@1)EckVK4k31eoLp&Of zxNgXxy@aG;m9E}3yK95<|L6f%h%kA@1IlPnOL^!vWeInz%s(85p+R6bm=@-+lG zfy&4~D-;lugIZK4s6&%dB4yyF_CpQMF?h@0Yv)m)n!*j$ESbM_4WEuZo@eX_<#%Ek zx`s-mw~X(j7?aeYwP~2T;X90sb?>}8osJegV-+X~d+(F92X z3==duB!~NyKa0S&k)UNdShHq4r&{xarWd{{@n8OW|9b}fa^lZN1^1Y zIxhjzB1$Dc-+Sh2bu?;q{%qPD(^T=Oy>1(O`#XwRG`(K>CN^g9docrEKMRcFNPO^T zy=4C|tygCMtDhMfXi~FJD=9VXBtLOYhruPfZZz%hBoiWvbCXAjR$(U4us!yWpeBxh z0IJm-JwPDpJ;h}nJB|VMQc=uQeM)-DF!MQchMqZd%<}mrKN4EM;zS@Ak2$iF_Hu^- zS9MdHfX5fy#5X!ohW0ie2AE&`A9qh}me-591dJ9%Gfn^l1T5U*{_t`U8z499OEbZPHp z2`I9G(Aq?rYSE%j<_G;gIs4amqq_g#5l?y#nk_bdqJ?FCZXW;eAN?-sjRm~_(fb&V z`-tO!3y>&E)TB!8DpJQ}p;Gj5u(N~3`BjJ{LmC_W@C*k7cwPksn&1~~ru%tr9UB*3 zVcPZb#tBr)0+YSRINW{=+YoH>L{t?CXvme33qZbUWM(ZAi;Z(;U*l0953aq>KXYZ{ z6y_TBeCsY6CLW|QhK`GR67h|&0DvrF+F6Q+-glxCia6AnIo`00si<#2PrjUxqLH&7n12pD~nvybYPh-NA#Vk&tuK=*fG1_n8#ARj7d1ajXT@u z_IeOe!brGjI9#m9nKUJ=mg_Jbm8(nVCLZzqmzxaDF35_;MOTm-07A{ZVg&`S#4H8U z77;C})oLLQCJ^yNqMLehnlIqLq(b8S@=_jaMCT(Q$NVTnNQ@YoTq@oD(OF5}hUS#> zDK4%4KG!cwN;4JJCQ-5C7!z*N^kjbK_-N=vPQ(O)IK|KC(G89wNhWso7Mk2r)5j#HXyywqG7pA7vwv44BhKpfy!C_^} zY!8y5;Q1B4e^}3$M+lnynN7#X@|i10!U@_>Zc^$r@oM*L4as(p5q??+ zi<|;IrJWj*Hk`V-J{fA_X{kvd0~|?;cBjV-rE;|luUJ%*eM>#_WF*p{B@GDmNXjNuvkMrUN~JbXCf&#%GBvES

1WM<7%0 zZ(35fONOw7tP?futKa$t{_X$!Cuk9BZwie2J-qYo+xY(X{tCbM-Txea`~9Ec>eW|p z>;4u}n`nkZ6x=!Vldf$3)p2SN;IlNcv-eouoTza|V}60J8x^SigIzd|$>-lTGd4|< z06@z6I{GKXSPJ4qO=T&H$KmOQ<5%(GYro04yBhWl)|A@Qr(q@08h?54@uHhrh$Yz@~tgea}g{IA`VFarw zvJ{!qG2O{<2Ac*@tie1NQ`lG0c}X%D9zi#+S5^0b+4&;{SuRCh5J zNDKr*s5EO+xqR!m&ZpN{zAi@$=(GGDI|8E2kf*f}$Ag7ssv#|p3wJ(bVl}EE3_p90 z!Hm7VRtGm8ZsX))0pe7Z*NyyVE2$E(WA*374LM3IL{e+zR3Aw*s;ki=zo zZx=Ae9okQYm9dW4a0+M&Y3^$))*B_?h}`GHlOLCmx*GVm!ApvS8&djCebw|nO zLYc+E1pSgBQ^bNSLCy6Mq$xUCERBkp5s=Lyo9Eq1Vx~n{VgQ{kP+D~_nz9rNgDDRlAQ;Qoyl0zwPPDN z3_Fq`8&4QyBLL&*E+^MVHcBU{O%!56OfqI(rnxyY-_is`b|QT6Zd1wLBnzIvAxd?M z)Igdx^kTV=Qf(c6xehxUqZoHlaCBmm%kM`309~6P3D|s)fI)iCPQQ!WkM5#F65u4J zXIgNEG-sgF4e1nd{Pabvow>m7_|%~P_$NQ+hssejB+~r%Nyjl)g;y@KW{6Nz*C=uk zdUNL*ItQCroUdbXzJ|kQQ-RZRGkx#w_*(7DXti6|Z|?KL+iD&vQweqA zY4Tz_xP0ycJk!Lu-{p<0T&bbfm`D3T3v=}bhPyI5l%xt5U;ipjUHlwM)hg=YV1&-jjdHX&-zVRtq;~{*<#rgH)sFW&63y5{83F zP2Z*o6WpvhE`wUn?g9q8$J719lL%EvjoK}gYYnEbC7cg#PSJEO7K`jmEhpbvH)!Tm zO5`Q90t2X!cT0Q>B;PPpb6{xa(x-MILTt&&o3+M7N1~L48L+`(-v@^y1)=hFGXuZ8 z-Ne;{yGT&I< zfZ=#(Ke?mW4Jx)%>0haEVPi;gnHI^+u?kpj5%b5+@-(=$c}u$GlSIdG89d+#wkAlb z(YIzH8HV}H60gsNrA@7P-7>g%)JBN;M4f>F7e1|u*1OpnDA!B7NTc(!K#1}S!PAU>s89;F{ zO6QWagNCF!7C6C#9yx3GI#VQN^wQ%9Z8z%tFjnvxq52DIcJPEB~4$URx86@jA_Eh}f}2?c2ArA_-$&}SNt ziNWaS?@F)nWQ6^LLj*kCpQT>QYij0R1Nw2+fRa33dS*@a40Cq1lE6?AMU5BBi5O5( z5uD=LX(3O4HH*cZ@iJ1heQg9O6i_VGwPOa4q0^3L=kW$V@AM*LU7C;^$`3%US+i7U z`XJx?G(+HNINeaL<%Xit@_SHhbS7}x6!-^LjE~(ETV$X~o=>TOQ*>l8 z&L)HoCSin8Fj4gTJSTJp_)s7i?}=1r%wwvH2?r007*naR6$2hOya?X0V4?&Zj;R(F8_?-po_Z)@4;Uj zvbpTe<{j8Z#`Jlj71!(Y>{UgqL}Jw1u7_f^gyED)NTbRN3!_-k%lI zBQYeE-6O3!10_Ic0tZxsrohJtu?c|!%b85}L~uWT7uPA}N9oTcW5rZ^n0&^h4A(-l z)ntFDyZ1hVM@<|*f6kPhqrh@ntNZ-{e)0BOT(g=-)}QHsC6Bi>rrtG2?(rG9(b4-q zJMy2WU$bnGe3+xa2TN7lnYyceZqg%OM|{J^ZZgEk5bT2xXOcftw_J{}CR4^q#-%#{ zy~C!$f@_<8rG!=(NC_-OxhiG`r`9B?j4!3QZMy)^wx2m(a{DJaw!z6k+Kf|ygThcr z0D{dpZy$E>?t@1NG~h_bQ>($I7;xLbzqPM<^*5Q!P-OB1Bx^0vF+2(5VSX)_V#vRoi z1+T*XEv{eS^_PA=eVsr(S`#VJf{xEp;ETRWydM*DorZ_ZDw6{rPW*5SQkHF5)Af>B zof$gh14WF^R7wk&A*S|jOMBR4;8^nBD8yhg=IbhfbCH`%=c7JT(*Ai!U`Q{VOo5G) zOkhOPR5Ci8bP$gmRLZGbSCSF@YL%}evzD@$Wd#JJSp3YUs1-{L=B2?9%}xu4-8K@p zBsKm?Ec5J{;x6PNk?Uc>uj1uK74`W#S_g-$2a>c^6MMV6JT0QauW0%RLz8tAWO#7u z+$HSo?%?{3JE&EQ9F-6TQa_TJDSrI(pWttP^i$;~4c4{`?MA6WhuFNzl+^5kQm;mO~rlp%q$i*;II#Vjrc6T4)-pxlyq7lCI z`sWdK2RLYTFt>gJVVkHYA%ZYO(RGoz4ud@8Y%O9I3CX4*o4Pbp*^sE~C=|-d|08sd zb`A%aTUf(fk+^IQ3e+%oWvs28#Qm*p^dqSWrH6g@u!X%=lOJkofWz<(Uu=oEn_MXp{UDuu1@8p~Befhn9uOqsV0V0DWK#>$hO7d7? zG_vd|&5T2ptMu99vi|{p@E4ao?vzX@{Bd52}%@25TKXq@hm>22Y0apTe&;uzv9=mJm>$Z00ugh%cLI)5jd=*IGM= z-q9T-Gjje6;RaRIm(TIEJmiU&m3aUt{oL}Wd~-^*A)FY#NmI*{fdc4Y6=-!z8_L-# z*U!=CIh&3!?CfB1^Ko>K?h6%>N;@||qqU5U%P-*S_y0O;EDZosUpfP?T0?LDF6+e2 zdndrBQC~u1bqk};KGS#kdQs6;ZJ@reB8dcay^z!Y$<%P^?Bh)HKD_&hPHr&IXC_{n z#+m91;%f6Kt5BdDRY(1}x>qwMKD*y6~Ygw4&M*9b++l1?(Qij+*#2&JET zkLMRceor)`AS)$`O{;FBSWd^FQLOdXLKke+YN&Z0y2ra5g*6@vb07^Te2>r+o%4vN z4g<6TuBJLqyJ&SO1tGHllqqluuU1*vE6Vl?y<DUz@^sb8jQWt#tW64l(nY!AVlUN^wctiqkx%ITbKeXtHt!<^EU>W|J|N*DvFE_Xdy-P_6rDR>(kbs+rg_ zjV7jP5=~I{%D8x816?b|&08lr_d;c+uC7}WGhGnlCP1}b=l4Jc#U#NDZ5uN(Dh`E) zT`vc^Zqj>>rRMg2-cb4wFD9fxLV7kHS-yZ&!l-#gpe*#G1Xp@^7La#A8! zpC1MeKv@CrPm)0nHVZqZ+QiLSAto9*JJIHtA!bjoAht7>R+U?<@$RIl zp3dvD@cuT^`w#S>B4__(w?pm(ob408xPCpmM@9Z-bnM26Hvd^mn<5q5HTG=ilk(A=`f$3{zmNlPg-x6|BlYFv>aesEhDAKPGVDNAlGA)#6+amRPT5mJU_q^`9Ijn z+&#@~fK;1O(v;s4J|w&SGh0z%mdx0keD}DGnJI9TfZO%v0=%HiK3#OJXyQ&@Y;?|1 zeM75^(%!f+r6d$;#N!B)!9Z9ofeh3*g-Jg3zphJ{&g16w z>v-k0&$8s^l~-R!l%|>diP(6vC=r89ZHh{a2l9BLIVOOGjbs)wL#|9Qg?4~(GULcU zO?V)tsLPF-rw>iqWcYw*7EZ(zK|!>Kd{JY4;O_10A&Kb8Bc|-o&lnT6#pNYD_wwub z*^l4D_Jf>u#72u3rfoi;5iM^r6sjzlbk3l}c3ITBs0_Q^g+ z%Gq|6qu@&AGSjVtW(&Rk49)fPn&uqCC4GH+54-nnVl?Q&A;)b;^eYZiVYFFRswWo8 zLUs8(uDtOz*v=HQyEnjoc>0SdDjSPiZ1O}}BFa%Dhe#?6cyo3f+?$R#y00=*-1N87 zm~Yt7a?rMHoU?PfP1SYLnnm!*Y$Az}#8X``S%vM&6t@Iq(Ah|?n-eZ3<5U7|9cqf1 zbLJwo#59rKk88si_EN@;yIO+??LdIa8kHO(K#{G6-2(MTg5c7erX9vcFP&=*9h8;|M zM_Al^4AW7cH_uV8&GCSzA!~a7`dAqQx?{1X{xwl0EH--35;T#-qV=$-#Z6b zzxX_Y)d1xrtLLAFQ&iB8WHnatb!g@aFIlV2bv0>q&b+Vr}W&Q*cMJYC%CtJAJgfGIVzMjO^mEb zte9~}1!c7qU_!4oO?7jh7sRRvME-xUhcXk^LNRXXL>4Zz>3^i{XJ&<+c@YRcXJ?)c zbgMb8d=^BB6xx4`)I@cj0!L+1m`?#SCWKjQ=G3*Uhxb&T3e9qJK1-WiY9AFb7}PQy zB^u~QU4x8dt5j~@m!|o1TKP3J^m@D46lHp5;};=u!QzP!7WC$62K0y-V=N|B96ju2 z`^dwe&8I_6MTL9D{7?cclA&L)u)+~~(97lC)H=1VxcGPFsoA8ncQHG-%@D! zc)yAjDzzG#D`(L=x{FrDXQpNDgCVbhK-2c&E^5scEVmli43{vQt|9Puw6D566YY&l zYs*O8273J-d#zAoG8pzz^Jwz#qT#ymY9(&I1C|KoSK;B$RZk8r$yFzT0Db;s@Jh_b z*sxLxg9zk*WMF3ipFm*0G#p~w?TY7BDj*jPnLKhBH@*g>M|S9J?{N$#Dh|Tw7`@I3 zU(0YfL^$YRTn$0(A)T!o8(ZjguHazrE)oLzEdfRcR8J6f*e6i3{_s2c6qfs()bA7{ z#8b@&KxxjMP$zGeN`}_7I~a#ld8prT&0TGCefw3n+OdK5}W8(c0L6as&1xa-9-F zGWR11ZJNL@`ADM}qkf-<9aLK=?GZy1d;+eoU;P-~@&d5XMDO4T4uN6gF^0V%HaE^< zYwJ7~7MGc|l@^$}o}2R7P1A0AT&mZp=C!N>0IAu@W)EkxV=Kw@`E-VpgwNK}Bop*z zJYU#|F$&Q>K9-)x_9Oy3sG{0jf?GO~=8e5_Gy^RXluB4Y9<&B7(^)~m0*fyd5XWT(=8zrzTp<0hz8>#VV(tLN34m<)TU zEUt?dliU<%eRK~WVCU`~Mt-R1Vzko$491X!S`^2@G)}S8Zlm+z4^dKGT=09S6@YO< z!BUG1EQsPABN~rTF1b9tpAzb3d1yNkdbW!iA~rnPN@LX17+pWWfi31-49dbr#dfij z&fpPE$CfFHW#v;JrFA&sBCNQel_uBXn7)9DRHl{raGeB}Q$rF@^I^ zY@$k&E1Edb^!Kwbzm6|Ie+8es`wq5u4q?}-IGTm11s=jAM1M4fSFR# zhU?fFWs-{L2{i&nqFdMiQ@yFt``PL2A+?|21uojiV@!r)&cl87@)f-P#b3sUAN&}- zqhmHg8&XDfw~av{=I9cwpLK7HDw-eJ#_xaThV_{hKNV^uA#PZ ziFH3y1>D`~;)g%GiE+Qf8ye|Wtwbh6u73>s!wx2$Bb40|8-0;h(5?IEkwjwqV@%20 zBZ{>1xHO(b8(dy$u$C)jlb9J+>M_oi+j=5HpqhhWx`3npI<9|k$Y^V`S;u0fgyC?6 z&dF8GhJCdAu@F2RMidZILwn=Ls4ri{KmPsSL90|13TWgLxM|()7VkYA&7qO*H z+OmGD02WxnapWmr9A){-(9?%JokYwp>EL5pKKXpm#3>PDQ=(qdK^`X&Gi@r>kgqS9 z%-K4x8+zS1dM`;BB$;tcs^rqoc;Dcrl&JU=VdDsum1+6J2r$epYLrx{HNV0L;KrYR zMJ@v>d>A_7ZqKH6{JgeIzDesI_*^(M2tZD=wz!XliNcf5JcZx=z2Ct<|L1>*L`nL_ zH~#utc=GWpc=L;I;2-|Zm$Cal{Sju#l;igLNgLxhnk&|nDmHQXuA=mzN3S{61U@rk zW?iad;r^XlxOV$CCxviaPc(sJ478Y{m-0DBptaJz3XUUr(8~64`Kjkorc@Nj4d>`+ zKe~L>AlL+fQeohg1hgY?HpxxRtZZ>W{9|mxZkDr_cAq{uF+*i;{#n}B|Ld1|Ow&52 zTJoTan5?U|v_Yf%on@N>R;E&PohIW6?so?m&Zb=atu_}>t5(r#AEP&!F`FuIWCBls zK$H}wT&JdiN81zu{qaQD8@=t%r znb(hgO{M`p71e3pjqx_%`A`~bQzyOeAj!QkEP+*Y9D%GI z=~J~TJ7d)Kq8T1I33`#zW~!QP;>du7_9l`s^4v|w`pqXiSQ%)~G0!{^^m(5dbav3F zuc6{RhUHp^laTV!hyZ4E_LG;$XfVMK??1q`lVe2j5XsrtSWQTCp2i%{JDeQyG;(~> zM$0b=ZN3tqPVVDuwrcbFM_xVFBYZ}(Nwtn_O^lPj_HhYS%n1W=#-70ZfnE431EeOp z=%&wxCU+!HBuX^2?+D$4)iN-fkY+kSGFCV`K43|}m?T4KiuTC?gWrztq1IT$%E}fh zl_sVnf6?)lB%@(-SpQ+U$HSlbd?SB4E##rULsrJ*KV#d4v=YO35aYOvQm^u9jXG`2 zXZ8sVKr1c1o4bXqe4u8YJWm|S+cEPOvK8f^rDYW+yxF^d)GqSquZNP5^mkJPU&LPO z1_HJ@w9$864B`+cDuipfO!?yhgl{L7Zc^2Wp0ecih z9Ph0799H@|8?c|wvsS$ZKMnJDP((Vl6dBr_RJ>mVK4tS~*Tda|eT<`2i#%k5pkYt5 zwZi^tWFl8~JZxUPgos|FW`Be%t=1kP#JU=ev>Cj|{%{n9N6gJIoZ`Lje;;qX{SGc% zx`?Nrej4Y`T)=49X9faE%+H@ahl=O1;di1;y&`oy{k!bN4x2+m4?dG@VBl(CU5VkP zlA)AkjEe~<^9hK7>{DSV$pvHrPx2v8yd-+v9!n1z%Ug(*i*lvL&rSYdDwR%ur&^pLY3ulUpwRA`N`C+QjPW zS!}MK$JV*?Sle92)teu)+oRHlsBtkZHahZ_oXkMv(qm6xbMqWivnOMUDw%MTPam}B z1?UfsP^!0Zd1)Q%XD@IrCg)Ffk8$we79&7Rt+Wk8QS@$9;5n`wKv4?Z?zC~Wy^r|% z9b8!Pu=sovwU(FN%#`u_w?F(7lxr11fn&vycf5$mH8KLmj)NV?#+L2ER|&4T)Z8cN zDus@vH$knZp`UAztr#7MUIB@>kZ)jG*UN!RH0`9q(+$LLfDTXAQ%W)9`86OJA||Krxs2_^hN_zTTO04 zsJV4D4UsdGdCDPl9ctv+WuH%4Ywj0sLPWu_ZCpBg7A4EUU^>QZHb$q@#=+h`I-M@I z&YeT|;68f$yQr4}luKpYKi=o5Tw2)3VIr&2G+XkgvsAOUnjKJz5$_CrE1<+wq%2om z)Jv{@c$vQQbURHjIN8UbeeiH$uBq?&PO7Q!06GT`wC2bj*tylbj6aH+wHQ8|dQvLa@KbZ|ToJJ>Ai zdW+TuA=I#O5;YM{2iSXX6LG%{;^mML(|}NH(wik3Jkh2rv^CJ@{@Q0B!@1|ah+3tr z8v;ki(WK(s?>G|MSF4=&MCyHnF?fEq@GUL*%5CSb;qpzGR30BCUFe-=_bw6Q$*3a=FAAvsAPz9Y4ynWnbh_1n{xBn5K(!>?#3Hnx0Rfr8NurfFl_J0RY?p zm||OLAB05caHKQE)E0d)dk9DoVL9gcw6B0}w#d<*Csf%)OCn~z^vj>e)sKFGx88aS zaWX~s=m6J0`2??j_H|s|Y+}*tp*L=$R&4;*7*jhH4+xqhx{{;KV9F^Qax0rM2>`-t zCKYNpfyJXR#n*rKK0evrN1DvINC<3&x@V*8Ix@*4Ffx@q>L^Whb1u2Ommhx$XD>dX z_0`fa(OE%eWh9rR^-7=v84HnLL)=MOj~kM{&@7hJ(w{+sSu7p1qh$9XKxUFE&UI$G zc}9)@6h!agyIk*DHeP-0OZfQS9`4@$gwsKoimlBLRAI_!k}sI%Pg5t-I+shREY>lJ z6ZQppd~*{O&tgY@uRDNSl32b8QRV#^Hw5G+vq=EtHh$%YPZ8_J8foATmIn&eZrR0+^)AXZ25r%1CGUNKp*Iqlx z%j6~#DDdlYv_71G_dqw(7Bhy_sW?Ao=$PznBPqzHh=$r}WiI}Dk>?X|Ghx-ujYLqT zy7^BtsR%Un-H1GFoz!7~M*?z$>W_yS|Lm%r#u*CN$I^{i4&q4k@J_#vn=a7fR@c!< z3@O)Z<#LVBj6t`JnG#P8qNl3D8CZNqOTR}RL=F202Ln(@!0KWXtCfHoe|>}LlUi{U zb)~Y5Yxf@DJ3smfj)|>R0;2T=GT6{jt`;0J^dwF6AZ9>%Gw`vox{4C%tz9usqrHLv z?&*}=)#sbf;>?!=yex?mC$c z@Y$?Xp6EQ^49~wt^(mi!@f$3CU5a(oBNvYTzHFMDFF2%sjWfS=@ujHzK&n#XNAwlxRjINCp9uhYZb7D=keq@DhaY9H#YCgZ6{9Vxwqn(0!&@qT=ECJI{@FX7EE0h=2exN`9V zKR>PYI5n{6tDOJNlHzvsV|@Pm%7C{6O#C@@HZakVlNNYittE-xp6Y84VbGNjE21B(hmO4BTib zApt$?yG6qpGM6TueNbVa51!^{09XMDSIBiw`V24*SQ$u)M9;yT!c8l%EZq|XzVJG* zoVgY2*6TF{B|3NoC8mOg=uaV|9zN?-TCJw0H&|@YKtzets*DJAaQU_#rTY8p%SIo z^a3n}5$=Z>D#re!fb7PvnPqrqh~30e|j5}?g7Sb3CGhh10_vbq=|x02Q)cY zP9|8WR-h(BmR&gII_q2MV#J~*Th_U+sF`0ia)g8(I4sDd+!0!gK4vdyH`#L3uBhH~Z~mZmvc(5~o- zMnEln%h);UTWI`=IqGN=E>ln>nMi6~XoBYAGPc%NaCCBr<>eLl}ccN4XZBi$5ek%hql+J!7gRCTR@TFgQ zljEE`maS;EhV}%BLdAMtN+|G3Wz-ur^m`*ge_0PFPS<=@X|2%I+L6YYHpFVR$`YQV z{e3o#td+>Hvkb@g#obkBwPtSi+IPWtg)pl@6<&L`ciY+GGJ^V%4y;(NpUQWo~55lcs&T>|G|yh*giNxk77jQhz~$2_^6=p7+_1`kr^x* zEz*03Fh2Os@k+S->N0%jf9`jEC2PwA-Wv5mYZMP86T!U;SpbhA56_Ka6Q`vpAzOKZ4(^%wZN zAH0R_d)I{V#iy!?qSVE=C4fi8bI|a8tTq}rb7l*HUqUnO5u&*`9H>Lu&ROTl8 z;3$M^*U+DYh$tyzzP{DlZearW(Cf}kOAW|HQ;=$)hT@jcD;)LjmA`-b;#Z3T7~4;^Yh@rTW%|BuoZv$>!Gf#co2ESl$0auE z65&e5e(li!nuK>C&@!aQ`~S z!xLT83Sh{F#M$|UY@aA@JBFd6vIhGUgkf~{h2K?y%~M=h#VSqd_ixlnP(`rK+{(G8 z+9O)`Ta9qhyAzN*Dy7I7?b@^n6QBz~4hOdp34M$Vp)IJ&y09@zfPGE??mD;fXV= z*l1Po;-xeA?)&fK<9qiIr{e!1a|Ib1cJAE4xmGE=4~$O*-*%SNFezl;rCO4tI==7V zU^K$db`CI3^7n4uK1m=wzby6N&Mhq4Gd#HZ5uW^|ukz599;;ff38UIeV8=c`2AfN3 z7Ggl@N5sHsALE;U^Y3tYu#0nBXQ85(@#GWFahF80TG>yjr*SnY5_-oc{C)ALhrN4ux$z~ZRGwhyNGBs3GVab3c(~I`5cw^5gobnOaWc1om~DiM zXc|T8SSTzE?9ZkcQr0aQ9V%eL##q|)P9M^_ zUc)?N9?3)(%1MQ$}7rXcI+PQjk(9lrdvXZ<;#V!Ce)cSzSiH1`auk z0(WOaULfn_g`g7Dy&5dvV^oYBo=dely2poDXf(ONb`+Uoi8O=&0BST^tu-t*$<4Z# z>F()WRFs2;Sp3b=8KN$`&7*9F(nhX+c%C?RYB))|)IDdXtHEI@X@= z+TaOVYi){=`3+t}9EHOu)dizWixZjt^M$r^v`ugD9D_qy+ukC+^>GJ-UPm``D$}FN zCX{jk{p8syHtK4eFmOY$lHCd~3(C;JE^jn8Cfv(MFRH>EV>Bk?( z%g;W~CPkA$2MOg&561ZT{sZiH`dKSz_x$IsQV)(o_nlT2y%oGlDO3zNYK+^~!D z3l7SGoxLxT<`6?Azb3kP)-8fig5}zh2HHyKm!g_dYlC^!{hF63l49%)QAy_N09v=dvp1WgGo^ZiOYEmE5NrXU^m0 zS6*ea7&a(MRCYMiBU8hh=&7oc#Hf@5erl2sAa9TO{z}+KBgz_oc0RQo20qW6yNJos zD)zT;V|+3|y%Ml|fZ}Fs*4f)xfn*94qdK=N6s8QwCV$YVIcf$ zmMf?>TfFXxnj4d6MmS}2GL_DBG@#J^91Vb(WDLuMLECytN`Q(nI<#}GF0|9KfB+6p z7t7T$&TXyZsi&X9yYC+J!AU>{z21wDU6JhCFveieMXk2Lz(LSh#7i%K0au=X1NV1# zu)ea0_`#5zCW>{WUayJ7uX19HFlvaNci8SQI3kfcn);lI2T5q@$U>#ijuMn@8#UKP z(-H~O^2!>vE3@BXMJIxk}BtJ!EGSXsx)$`USJzJ!1I zhyM$9?%iNez{pPITBX_j$WvD&m`%IrA5;98hn=GX_CjF#VrrpMsiQ&kM`|X?{3%g7 zi#(k()XImV565CX@&%jb(vqf^BG%}0acz;pWRz3hryQY01QIq6-l7dlYXfW@_HsUhJG3dF-@i|b9ikRWW#>M z2UG+X%sy<`2-!JnS{m)}&)~8XFzX>AD>7O;8AxF1nlj-54eNYIGB|)SRI^fTW@`Xb zi_bKP?``0P`XXK*_Ho0FaI&Bc3hlyL(y_#Jmb-zE_045`@$4l${_G2Q_j}((sr(_c zAM;7D$daPi;z>Ih`6U{7F?4%ci&Xy-h$@ki#j&qpNNMm{OEZO5t<5vdgdo$e=LWd* zD?@P|MWC)Uv-v=QD8iOIhH^ZP$L#mJ{JMS5Vy}{ey*6w0>0G2(P-4C|TMM87u-PQ! zm^0E-J8KrsU3d(wg=Gc^#KcZNSEjSi+g2lAc;sFC$a}iLoGdi_r<;Fu`iC{3VoZZ! z_79_p&N$9?VO8dnegjgUmL?dMp7kj&Hv{$bpHn^T5DAP0D}4mGf%*MH2C)U|rzO5S zwxM}vK&62U#B9*l@?JU-y5u$wg%vB{9-*5?s5l-L+<@;Z8gzvem93<&AU}ZS*|S)A z{%It>!>Y(XZXqE%~y%(Rump}6qPR0}5J3PkC-95BB1C+fI-0f{xQy*5m29w-O zXM@OZ4Kysm8|p0ruY~*EA%1%20rrP8uCHtu^I2IQ)cDiAJ)!e)I>Xpk=yxZ4Mo`)f z!C|Gqg;(;mVXBqY5$ykA13!QNCwTjUlSyHSSX^)gR&o(I(}Q8dw&DBPR$1MyO!5l7c4Z7rWw=fIjPYZ0 z$-v}upZ^^0-n%VP3uKr^j@wG~SsLV&L)wyQ7iUpBHvav;`%_HEZM^vGv)EYQ#L}4y zXfCW_GD*?dKZ2TuSYBVmjEafs0?O3@o6S02IlGDbhle;E4=}JIb`ez^--k?t80jYB z^;ciV>dFQ;$i$YU>5kn3n@N%B!#1|jTwX#`)$qy3A7Oj9jmIus#**JhH0d+aLz6&JLvuEtNU-5*nVw)Z~Z!S2VSw z?=6>T@>LQ;7)JhM-pJC3;@`>zO`W*$l8M@3XN;ZUE+RESy;?8uyp%;#DXXl6;klAd)MmAJ?FRrd*lTws!6YXVQ~em`Vt9)5sxRBOeY+{;rJH1<1spuiHWXgpnI{o1=#rLjt&~6{=#s^u!$1F<0;??b|!{r2C_pZ=!YX3s7ShpZwk5B59vsz2WFkD|vTB zUmOhLtQl6uoJt#;F(sd3nAqISM-V5txBUR){s@)I3D!#i#=Rqa>sw#P=K3aHd+Bxj zhrjY$_}r^s!TCnoZ=2_b{&&t-oU#65s1`AJgM; z^v-C+Qkuo(Wwcf{NC1TW{R4DQj*x_7MB@pZ^JZy$;j*E9FJp zxV?vW@B9FZbsx{3vEYQ$Q;nl3;$!x9;37d!QEC6K1{J2Hr8eaSCS8?n1P3-O6$7I%p#{EX#;pw%MAwIkB-~$T_4NKXW$P5Gv9wzXcP26~Ll1dCAN0GX$MK)k9 zdy=GSHW5yY{6?P#mYql3<&fO`mz7DVjG17nGqKaG8z@dSO(SCTzq9ECo)=+~j(E?Z zW;fBY9+Ik1fkj4HF-@$~@*LHl)+x(lEb;TmhukV}-hs@liPKXYJDcJNPL(iCRdl3! z7uS+WVL2xfNyX9_&1~Qh=nx?p2ipTN`y@6_nO>hacYWx3Bs{H)h1y%ZcBUWHj{cUu zZUiz^%O2|P6m?s11IqE3lxkE8&}=TUM2YCMx|+`0jXu z1t-GZ)&j!7LXbuUYe@ZRQe)z}7*0m``Nvl=tu0`A;|kt<^UJ8+-hnkc%osGZhUgqV z?9I?03}k>|8TzxNeq?8m2BDw|Ov%D4O)^HHd>)={SfWYJLd*kS%+fF1*^19(qWO#A zqfCpL(ZW7TmUgcvU~II(vLx(~yTE&4{&DuPyNNmP%Cy3MeX;8h?^fE-Wr# zX>lC~J2!<1$t=zsw9em>${8=12OO`P^J3i6JqEqbW~ni9JGW$R;(A%S%{!^(9!X78LnTI4J}8 zG>GZB=y`elmb9xH^G)<6eMDzDNW`@7;!YjD2TE*onPauj@Ei-VLWyo?;OM3#b z?~u!T=3C$TCjRGt_Rnzl_D!Dpvp|l9Hy)W0ZZJC`wS?w>b92$y{ z2gb_s3Q9h)Toe*V1`f&$sgm(mC;H4=%4U2-nL&7nB5i^`q&3<*YcM=b#=#GrU zKcUm@;0Hf=k5kti9?-hdBOtGLiZ=|e0XisS4XEgIMA3ask=y+}gu}L+2e3bFd1=s9 zpW$i#9jP)oB`APxw(L@5B1uCf6(iDy)5K_UdC(+vkV^~Z@hexv@WT8t6%#yJ-te^ymO*Q z(giFvYA84BY;HFVC%FIMef;9u4k{%dL4CrG^%h4dC2YK>*xg0(g5iQYRoLr1}o;GlO6D@!v>s4%7| zzHrKu4=*V3?m1-0HuqOqxWvHH} zd`LO{;P~EM43hxs%?3ts1C~9VJBaB%8cwH}MCAOd>7|ANLbP(yo{`L^RKsVUe+gCF z<~Yp3=mgDZhEP+`_Xa}@BcQZ!8&@s`_~heX;Q6PX!T#=TjHaVUxJFx<9+uHwec;+! zs>1PV+Kfg36`5pFmhsciUO}~5)|y#U1n0R(#tEGNDG~Q=FYr;XmYH5V8jYc*iv2fe zv5EPb;_oHj1EPSFex4j#6G|2EOISX$iTV;vNcxx#2ka~xPGSZReOC@1I><<@V+&>= z$geSYvW%ICd`78mnhg!h=;8rmG-k7w9~dzZLD~+YmOu8?Q;5UIvA2C6CkH#+c*KJl zGXyHrDN2>swV=@hP|UI?rKj3Y^N zU(DJkaDr;wB`5sOBkXtyF624Zc;vfJ1Kf;6UZQS49Ve_#;6e4sT)S4B3KU5G5 z2V+FU(uzjtY?Eh9tYfx>CG+w9U3~kKTde1c**5?j8}=K2?{{(S=2hIedxyb;h1L>Y zd+kL8zKg&8_B+@)IKWG<{1RS!=}m0!@8HMpzlZzxZ*h}Gg$YxhKV{&bmCGt+ZGYk( zu)OZ@Xdm%3#Ol&n2JtCQDA9Cq+E=85lzTm;#+ASmD(vXB zwNLa^)+(%w(^hQKDDb_nbh3iw=*hQcw4By(D`-u0n)$NWyrziCU*h7GicJ9~1V|uB z2{q0Hkl3fF{`CEmX~cd=Y@%6|j_JvIYRvca#3+qpJ;hPk0KgO;cH!sDIVkA|sRqPm za@Ol>X=^!-O%le?!L(Ec)XF?SLxpmZ>O$3d=yS}jkR?(S+AADHSg+Nw=!Xm=5PQ)| zpdIvGHWjUqAuyRBl9vOmBWs@eUi@Nt69WP+>z41;JX~LGU{ZG2Fpmvb9nDiV5*h8* zPiujuh(Gw`Dn9q-SMcI1U*baEOf(_3Oz4hhxO;Sh-f+xsszei2%^Kr1tyxPp7s~_& z6xW6s30j4-7&7>Q*3Tyj3DT@quuKN4xiw53qrrs~CZWNw#f*8alhe{ukzP?97b!7o z-B{k@G=maJIFyYsF=L%F{~J9zX|2cOAu7!!tZbZx{fUd1b7>(J6}<>tMqA~2D8 zP^zp^pX;mjr7(JZSowXePSO8O13ovQ*FZq3@_!SxlbkbY=2;K%#wtqF0OAeAWNSwCF_t;H>Gb; zyr-@D2*L^Kl`^^yuA@Y9Lilq-3NY>7X7GS|TLP3Q68LyB!H*y8<7hAwGjT2CRXUA` z{+ouyl*B}P%Sx+>-~Ri*iPmzH!74I+XGNalGn+5bsV$T;L`hv_z`48q0N;809o)Hf zOB;DQ!hRxusd5!dD{HLJ7yGFM`v(UZn~M#JnIRM7rB^?XOP3x;3=gRzLnAuRJl+~2 znCv=wEJE#B5>zg+sc$kH3H3jfp4MV|yvIEiOAEB`12ah-8{hcG-(WaS*aY6TN@9Sl z%o=wz>nr!ZVHl4GFL8lYmJfmy_1iH$rz>ehr@-dy9xAY}vVYfmeOh4En8BDO;oIEZ z#ro`^e=DY^pCLDtm#}=M^<}+Abt{}kLTh9Oh zAOJ~3K~(G>aE_zH6g%0-<5+P~PQU_vz`fYR?OuX*DD*xv!6y@{BrZd#>ikX4lipB& zetEG&8M4(HBo>jh#kPfx<)H5Xl_raqMgeM36Em7}P=WdJKDO_? zgL0*V<`Wv7g&ff9S1zJ;>jdHOKEkrXG>p+7jL{to;g$M4EuniUsF%5T?hIz=^e2dB zWNhNg;b@DW0C__s1xi(#-#0lGtBArDqkoDg!s$O3SRS?#4c~Y?k)}Vp;iQNn(-iuC zx4eYS^XE{i%>ZkreK-g?^iiuUpiPX0agP%tD$VnF=A~bSXDNL2{$FD}>R=WLlHc&l zcyRqX9)x40lOZF4l#nn^Ql^HNssT!)KqBGDtSrrGQ%sdq(!{n;+DHangrgyArMbvd z`GH7NNoocxTgSqQ=V|7KU8%KDUs}ggPdx|pdl(+?W2Quw(p$giizuCI-W|*B+>Svn^`hfn}uvNL%MUCrV}Dh*|b5U!J7J6 za}m*W!c$dB6rh8W4F$CuuF^(|Y_z4b+hqcmW^`fOP{J565bbwHl_oIJ^I7Xp6Za8P zR2xkw)=>}OR~ifeEU$0iaCZm&<0IB@#>tqa8wAjj(GI<4k|j8t93Tz9qs{lo7lpkx z=-MPRHhoMZ7Z%5WdJJaLFaBBAhwYQEM9M`tzbBpmCM>haC~mg+OfY!lILMnWWQp=l z5FkxNYqzn!#*!0sEE$)as#Q(6AL3{c9OB+?)M@F(x${MH5h2fz9? zE-?1CA0X*=(YbRKex(kl++eSZa>YV#=NOa2eU84BwJ1!i;dq8=A_lRh_}x6SjxT@p zD_Gq;hp&8vrs>P*c8_rNykqI=y-EmtC>oO+rDA- zi18AAMyVwrU~1`RTYI-a%L=(cU@E54fP+v}+0ZYwv=@-x&#cpvzr4^l*N*ocrk~o` zq{hl7H+JUV;n+HhU7xY0peNZ9HUF}IDc%pMZle3g^DX@z=BMe@j1d(axtu*~_6jdk z{@(bl=!tl40r>FvSp0yLJ`2)kKJVoiIraPL-I!*`}aOW-~ zpXOODA?Y^fmlklQUS-c9NyN}`g|ayKJISXf;9Pn#^zt>GTT2fM`$pDeL6Q-uAdf34 zx~&qNbOtw(iJ{B+@{>hJ?LMrCG&sDb0+1XtzPKF#iSS=)4N9QNc9%A1+vNu**vNzZ1(G_cX2 zE$5P(frX~wi#FF|^Go`S%hd)p*3M&V>k_YL->+y73^LywFz`fH6AAxYnd@8{h*eUB z&2yJHdMuno4E!plE6?pF*?;H9cfQz)^!dz8uK=`V?3>dR|H8dE_iqIWPHx0!fRWSw zOOHswFqG$qyackD{^@To6p2c}CEL}&N|6m?>RwaGWx; z=_016CsT>&{l3U_G54V*j0$Kb zO9mQPVz}t*`j%yn#0aHAtJQ3=%W$lz=bd(kn`V0RWR%zI3Pntub8Rt!uwyX@BgDoP zbdnav(eVlX)xZ8%xVL>DFTL~{&Yyjp(WGyG^P4z-af=J+O1*?+GQ*%h=445aT)k-l zlLpR~iP=JP6)(N;I#Uoi#wRl&%O?kPpe-ye;9!(uG#K#8{LE7q(8LK24rknibA#(z z+$a+5UCbqX45krow-dA{E*Hb5QOx6ztcMRqdY$oDm;-X$@P&`!DIBIt# z90x15g{oy?GfHsXOVL#h#tv!TmEN=!nkt1uloOiDTPnN3vS-(Mrc6=i1?w_uWguEc zsx1rES_^iyf*$3>GkPrziOQl+G(``B9#eB0cphH6at`*ro0y(-usaTMr5kUe7IykQbjDMrdi8r94BN+e^6{rQHf`<9 zIn*0XrdZ|Y=Dc#$Qlgof+rBc;#%Pt~^<2307}hp6CHgFid3_j-syOxwZB}XOu_+&n z3p{V+WZ+k?XstfwJv+=Qp{Wc#1_5U7WCp)cpVU3~WS&tQLV zAK(1uU*PSx-;!d{4Y+Ysj*WwZ`?&G(Pw~X_pJPVASAO|xIJ0#Q53YU}zJFh)u%Dv2 zReI7!ak&S*8G~q6LE|or8b=y3HeQrQoJ zh6ONEOviNn5~`IN?;|jVL+0M)=TA|sIGG$^e#SWsSBlW{NG824b{#L5h6;&c1YWY}@8kDC|I*s+oBdWK$axi{)g6KcD(m ztc{=?UgxD!h4%>qDj=gB&o@9!Nry-lxID`!&vFx4`h{~1!j~_nnJYa(HZ*4gV-$^@ z%%IY|RKp%{+!8#$t|_IK_Mv$MD>C%T4wvve}?er;)gEc1A-R z;L?8vE~UA&xB)+IpWyc0n>fEYfnP8tq~>@)hM&spT|(iXM!Ln+5;QY~W4HcPYK?*q zUbg0W&(qB#Kc=35lYGEY#-KR|ZwxubRF}kR<0weXVEoHDv%OMBy|sdJxz2TWyL-R@ zFU984nMGhU*DxeKWf06^Mo+m$AV4hk!ig|*_?Ht=IUnSQ8Cxpo8QGE zDl<^COyWnXW3N@3?G5=gc=)wYol&92iey~2q*=*lE^BFQ0~1|DlIUx|j5HS;eicCq z^i+(N6JVA057za|KqS;Fc427+7hZoEQ&-r^416XrvoEP8q_epkc&Paf)7I%8^t}?I zFvVYe{~hdh+E^&p(W;j-%D8zaJn43Pd~oeLP^n@xouEA!BZXHe%JOJwGi0L1yjp88 z(`5VZZG80JyZHRC|2mG34)L=e{TNR^^*n-Vz_phE>=X1)+SuPYWH6C^i{d1M6&yRK zx>H0Ry?*jpD|?}Tko@)_5~w1<&2lYTii zPw^=lQ&F!*@&-N!<&$?g?S%G77dcnhL&QU#lxyAxyC;-ez=>>7p|Dh4AAYro%Hk?q zZ#D;ym|MuCO69$T(xYo7d%R_5QdjGAeBVPX69dWRCtsehqQOF@uZRg^s(q|{GJvMX zA~1yqXgYC=(CAjHg?6Van-)>w?Su`o=m;Q_E0d9HD7rLxP8c;znbt`!f{H~lr6AYV zZ+`RZ_~DP|vp~0xRsH*W2b|#Zi**Op{NZ7C3U9yWBKY)p`q4&sn5T15g>XdxZNGwj(Gp0FL165uJqtuQMb%t4cx^w9mxhKCAj z*afTrJHs)4cyPe_)6btjhs&2P!0sL5px49BaDcaN+`(ZS;o16GJnpQ)iz%lxM9J}y zIw`xOa%>qnSnFB8c`qj?BXqhGob>yMZcmVU7RKp}sW5afkrpVKDlPh^egns15o009+F%d6*6Z!Ylwfk1x0)UqCUc>e4fFzBIm{wdtJ`*UonBdo00 z*{4NK_<+p2W)W(Q7S3IK2`dX{v2*iBXrEj|nvB`?m{ClND6~@yQ^_oS<(U^z^<38%c6vJf5YuQO8tDQ~3vrkkC3j#bS#%DzFk_1T9Nl!VQTfYQ&Ei5!qt2Hq0A0f3> zMysXQLWOy?TtVQt2uO?NnrkeYD#{NgO(DIfqmyHfKw4d0L7-+>Xwf>W59 zyV%>?mFYDcZLk=jR0_}^kJ+$jXZtQTFO-iZn`EnebYR*cZk$icEc`=tnIbp~->7!_ET@mM&tVh^WWa z{LD7)_^Hg1=yQ-p8JNzdxtSNluZHi9G|>#VToOaFL?ONj%Oh(pvT2;9Cp3>{Ntmg= zne0E}TM9r%4qls|HSdQ&6qb}Y;HIBk{sE)G{FG;>0xY1&zmVPIO|zAI(umP2GleuW zLS#&7R_o*ugo()bRGhOPwSlFT73gL^l|4w)GlV(EMwiyZg$~OHOJWOQ+gTH4iczH* zN}LjqMp$b#xS(`2h{IIeR0?{g$&;6WZE1OhT-D`96DzF-I^!cAAk2?e1q3Kn0zN;t z7VB84+HjKzgZ>0UlZ?W3W^=Pw%dio&As77x0e<7rh#!YHBn@I1UkT&5p6Jh)Sc@iE z$}$<@N;5@@6By*{Bh{|(N;6dwr1^E%v3%^VZCGL1%wNA|He{8UR;3$8It%IV&TL-5 znXM}<89F}N<>w0g3ZGS-lQw3Pv49|a?TNh-V>}&mJTw8?Q6wgYG4E3`1C5Q=Do&2~ zIR(lw4ei`wHEcXJ*WAxf@lEah=w@DJ|DH=wicg{Dru_4bdsZr(`k9AbL$OZJzCYjp ziXT$0>Ysm~3MOJRA5fS;B395MYKyzi2JpUCoLUdPFHIvI=Qz>Xvq zaeGP)eEi8?_2@4katwSwhF9UuPmU38BRphz!FW>PerCDK+*d8ZzHr^LlI zO%pFY@gzqrkoH!(RMR+MPS?xy57qN1G|>E}kH9xBx}ju)dsiAwha%b{3o*hz{jL4aB^!$i3_ zv~4_Y+1Z9wC#q_i;zXm28BN{%Zrovwo3Ht$=`C5Nqmr9BDAjp$2xnw&NEy}-8(T4V z!*(zlPw~OM0S>DH?(839l1%X0+6n@q5g#95H0mP?D)_+0GXmRHa4^DdP=RMH4N(p(=Mpwj#h=-o$Bo-%l%VP*bBno_zZ zUb%(UjmtJ(%9~hPzkufA5?*-jIrIKLa*#utP$To+JmxZ?2ON9AAM-ibZYC&CXNp`aeZ(s*Hua6 zA{hjo-8_%s@g904wOCs~-Ek$of)XoykEvnQAU7*@W+m9<8E|-n*5Wd|>DS6NEG{m? z>Kql%i9!KgK=)14U!dQas4d!bH@7a}l~-Ryv(aFRIXC}$I!KKJfrLcskF^X4CUL4zfu)mxy;V^?DFqA zY~V#dXQ=(0HlR|}h^>-3=pOB3HtDnP2JL6%Dn+K2HBDLM4K#Vu_AzjLY0MohnW10g zgF)}9RN-R=$z;Tm58AJ3^0Rs2Jf{Hc-Cw}*?gNZ^Z7%2tIPl2B!I#FLB{V#}mnNJ+ zFW-knlv(mKaYdVInyr*HX|(6sQ$7?4VJ859X!I&GzOgfg7&}rYMfOFkCru%|nM~+N z7E`X2arv=}SXgM`q_fXD_P_eeKf}uMB7XC?eiOg(TfdE;{OAXG=bb<2vqlx&v<(v^ zFWDZ2%kuY8qfPX2Vl2`7t+_RfE%B)-mVrEJVB;=vji+U}vAm2Y&Yt7_nwo>Gwk3UX zV-;>~8OceXrwU5T2B-mDAuufn7_cw~gJe$o(MKO;d%R4*HTy#|X{g}%fB1T{CP}jE zOzgY9gvY++UVC>{cU4zoX)Hqk1OX5rIpS~|4JDEzgT_o|BjbZie?V{Z6Z9%G*~s)H zjhUz+G31PagakE60)vGh(2d?}udJ-xGxqTP%Fa3Wx_e}0BWX=^S7l~IxL?2bobPQnThO|{q93Pcggk*ldd^&*8-H%# ziOs`NwT^Kdw-yqviS9CK4UQ^?62(NN!qBoNlq?B4N3*xT(@x7Tnj)&|UbNB-7rxwO zzoV650yqVg9yTeW;zEA@KKTqR9W1f3Eqhe`Q5r1tZ z8|RjmD%q}y6pVtO0uj9vYA+&Z%oN!!2X)_LO3vArx|5~&>ZPdDz~#+BDzW!5KW z&(lzgB!C2L)1JwLPoFja6hcO8J`FSc?CtmP*4yu6zKjv^fI7l_N&YUq!dFC@YsbdI zd0vbL+4xjf0}QM8SiXmtY*{kHr|#as<*tupI$}`w>Fy)^-XH%E&|XC+Hed?E5#q`V|D840`sSAM!uk|2bmHE(tw32E!rN zhJEpC6BMI}s1)|9$G?|{qZH*wYzUUR3UiGPG)_CBJ=u7vN!+d&PHO`u9v>g!yKjDv zdt;uHJ3gA-4be5%6dK(&n*BDK^EoC5V|a`C6#xGJ{=aZ|uy6DM)YxA} ztL0-d+QVP{<)7jCvt2eUvYY7h=Ypsb{gy7Ab*Htcs=TT&1ei|w_kV}iZd}8t>0`4| z$9NVZS|mJ?qjkc;1>a9Tn)y#uwDQ<-(M|OPr^H!(DI@z5~7wPmV zk|@M{GUBGV;Ta^Fi1Iki1_S! z3;o3uPNRu=7~aDY&Id$(+$auoB2i$H(&cA9^d;1N;4IM3IlBL^q&5&l6H_Q^Wc-Y z62&;?gy*#JiC167`d~nK$l`>jz?oY|x*S8d+nA*p4j%p(ZK7H=gO!tp*RJE<UE}z4j}7V?^(NDl z#lApeZEc8`FJH$${=*M2UQF@RpL`#meC0JRgk0VveKxbBH4=CZJlbe|h0$_~;o&~& zTi4L6wYZV$c6*fxhbjvKi*{akR$ICsxN-Z;XWqc4KKXh<=cI{q9>v^H5+F$LN3*|1 zERBQ8E5=MB7os&z)8FNE%KKWQMO4TRN85F}Ei_vVp5QZupBipzd{c)h`ZoR~OvlU& z$eL}AO(MFPq9T;3m4<=g2tBXnHnDc;3g_2OPWItsG1{Fb8m%Tb;I_=yWX6-ZhVpCa zTH-cK2RlnPqNpgksL>}pHI3$?b*DnE+2Yr^@#<}?ZEa(J_X!SmpI{a)IEJxC3n6Gz6bYV}7=7V>y!0=oCu>G^bWj<9Flwb*!zgm%_K+#OK%sr_29&YUHV58k; zuLUaNCpjN%?=kZ4oN<8{jujzS%|F`x5{XTwP78>&a2ssNON;z zffRbU0$(J2%Q#{d$2^hroQQx@6CF!2bPi{>XGkkzrt+&S^wk9k3bx*s0fA;#Ms6JB zE!bzjsia40W9nt)eJBbtYkF49>MBiu<|+6^8;ot_V2p3eKQ3bkRoN)ow^UGB%GV(# zi{p5OaT&)wac;Dn(-MVwt_aNK^GFkK(|byDvD|zf$Mz;hD-Wk!_tr_@0{`NSZ$MF{ z3x5aL_g!(`cRbC{Z?5fnxS+-{2?-41Y3t8Z)}YKHNgI-?5wk9qWk{ZLA(*9&q>&g`UcN-b8KB`PJUbm>`*KeJMBWP%Y5c4E05Jp8 z9Lr_I`zW0cdwb6iUTy+y6w^-H2WgVpNIm#jYRpe%I~r(+zP93#vWvzO>CQ$v)+Q+U3E;o3HWW*4vA`83{p_a}Jt;m;YwEe-U}-w3_3 z!=Ag$7l358Gbwp71??YLIq*xV!0N>QVs^p#t6qJJy80hxpVcq?{Kf17!_Luc%3xR? zC9lW!8x`F7mwqwhLuFt#m`lTx8nwNI5 zovYU{ogQN{nX)15GL2Za$9rZHBTzXv`*p9u=OqCGZ@v8<-hTUigo{XiA4CdD5t^3j zZ|@Pk4%OdT#VuYU9-Z>0>%6i6%u}0dOh;$vGy;6;H^0tu@c;FH`JZumxQ{P=^~+e> zehE&;Mc%3-jZ*B>5NrPsNtj}=xz1iX2M0&Yup|R!X6@2%ars?7#aVn(YQ^j%K42Ur9zTv~>?RZoQs|h#^d23XmgkI9p;s5jwpNX7dSZ zse_ec!w$4&3Xs3 z+(D8>NL7lU)#Z(lq!5cJ#Np8qKJpuAQIkRw9c7&VH5FY8%qC|z%R=a_O+?cPdOI#^ zoi?H*N4whw)WTec>TJMNwbtcWS2sHtls!SWzkxSC`&n#nts_s3<0?gs(mghbBZRh6 z;}p~b-eHAqC*_??3FSJ`q+d5Wn4O&>iH?!QOVk=|rpMx5ev-kjT=7V7>MvT)9HZYn~R^(Zl!w%V`~ zc-qR1TFwWY$BxShe@>d**n+6uY{?`$4iRQX=Fn{M0oGq1qS?99A`t-xDP$ zI8K8LXKL^Xm?72xH+XfQ3l&14sqpCayLjW%pTU!-yO@Pzgkj3g+8@040AKsYuVQca zv-tiG$?g8>N>f)*0_`Sj8C*tF>t@0p8uZrC>-Je{W~cf*oz}XTLb103@145Tq7oH0 z@X)731rv8u^Tq3crh)afZLD8?84o{t4|Sq16MMiFYA)$*>6oIQt&b-hDaJl5j`+za zRNU+h+aot|qRe3NT-><%3Ob!N9Pd9vvw47Kr-xb^R~&yXIEd_%qpeAuTg19CJjy-< zDgPOP9)7LGll(kdn%zw%4AjKZy`D^Cc8QMpOq8l6$ucfDn@%82tun6X+R&G^X>qt% z%nIPaYC=mUfThIBR7?P_w2&HDCXC5KlV>o?3y%W(Ic2&o6wOk0XI~S1-34^GpeaGg zGO7Z*3T0iUP=tl7p8m$rvX}-HQ*4iam<&JVeF}(2pDoY5l{i0UTsf}sDG~`%)kDTk zU)lFZD+8+Af-o;4daYre)Lc%*Q5ppcWrYT6n1ZzCh@MMyai|*nAbVk5l}&$n{VIG1 z^G!Jy)Fda%q73u-9O-Z zqTlfNb5nG4vWyUPa<1(fji^G6CnIE!FXCh#vRN<{#EEuraCm??zKpy`G%CRx+W)%! zJ~RIq=t>?Sj?d)Y=&Y2(yl{s526OwO_8>3xs@-)-0w-Kh~p^)Qrl3>bt>ta?*+dVP67PB)%X^id5 zFQYvepw;Q&)~lbuBkiG!8JlxWnaz&+G8&XEDG8~V z_=~@W;;b<<1=pt0WFw1=0pwO^h;XT}|Lh2_+`Nqt2|j%H1LTW2_8vV!Z+MljFQw{` z*8r`(o$D^A^-QM|Jbd_21`gC45<|!A*`NK~7XUJzq&>j(FkdbikfvDWfV@;(IVWg+ z-?{TDu3f*1`65P6pey<9`+2-OJW}Lo@sqMT=>MW31kRBUJ2}rzgHPBLUYW*8mq;rRYL*cf(@L`z;Ao^j76;DX{FXv)9L zJTbi?#IrKluTBu`ME#qkXG}7DU%aZ+4K;#9OpL+R_VcCVGXcW_5u45atrhEILSsHwG$P>DrD)Bi5#S zK}XDG)ZCUeMLa6gij#yJ07A6FB*I_*B}L^E&S#h;qa_N2F8C z@&uzL#W99h=!Eq~tyE%cCHL@b7zXSj-hmf`_nNFqcI-9dx)0B#?+ zzxy1!`_FmJulHI!)q4F}4V!gySm#o(6Sb74uvApmN#m^@c)bB8ag3MN2Z)vd(maOC zo)WgWl!vvmb_sD@$9O^w=Lxc8ZeoWVq~vjtC)j!I72Nv#uOab)hkJWCe!Pb#_jXb5 z3=lhYHdcha3@8W6-1?1Z+s-P_dq*m_=i>>n$v2A>wYzdFccQ z_?||m)x_G6JQ%_YW;)ebVcEFwUg8*iwBzDapLzqo^E>|qPh8U^lY48-Jae5DF>|zT zYjt5-P+_EvuD*I$(|^|qaMU@D_Z~Avjtr+*6W{FcG@WSiolcA0;5oXFT>QyACn<{s zI-n@puf~Qru{h^5>n1A>FNY_=;yBM!Qr{`Gt?VpMlW~(7OYe)kO;`iZO^cE#dX4ry zLvtoWMQ&o{%F&dc3c5565zeJZujS%HP-kPm03EuYSFd63;RBo;>~sFJ!%U%^ngp9&@jFRHTg4FOcJRq5refDNFCN^r_@x^YuD?jbsA8r#Y~6= z<=STyts@A0mI`hAH-76I`0+pd1NQcFbXsI+7<02s5uRIHYY4o0A?>ma`+41FNk^6a zJu^AAtQ%)DMR{(C!NElx_eR2GVE6dkDK&Fu`bi8KGN!G)bd#Az43%tDy0*XdoBtHc(URZq zhybcAN5`3=$^Ho+_fvY&7hvopCMw3s6 zbUxwOGy=wV!NKt!>rA0#QsEeV zk0WhNgzd}F9+^9iF{HDM3tj2qsmKnE*&ixe)XJBUgOos9d2O@>24I>AN3J<*gh|#@ zlNe@~B^jl0DXnjg-ArOO@}=h_jFOVpP>nSxKrW4);Q+&S6Zv9-R_ft~YKau(U{Mro7W(yme8#p^Xm1ie6`frUA zd^`8lm8NkdEOCsRc!iy4k_JL#yl0eVbQWbY=u(~+^)u&)E1=nI;?m`-4A4;B+v^Y6 z_hmkt@VCzAOa8l%Y5XxWEhrsG?z`-N3HvN%Xf0+cSg|8KiK^Mk|D^0aw^r|XKqE)dh3bp~tDgQ;U0UK}jOQpNA zUvMf9M}tS5!~d!A-!1+NYy2{_(AMxY4FF-iF9I zhTV|rRq#TaSoDz6gtFY!+72_B*vv;KB|XzN3_#ho zrp``J5G{o5;Mhp_Ok=RIj_cR189xNY@(8+rooULtNtgI9i)oe7SM< z&jbWFY&6TJ5Ck~G-jhA-?#|E~ToHMI4DE(MUJUD!gv%Ja7q|%%vglTU|o*@z8Pk-8TR*|Fl(>b?s6T? zXJx(4X$bvpj|X|Q7BWii$sHbqc!B02Du46Y=!9KCsS)%2Ivc`>BX!M84Rb>Qu}5|e zbIz=M)PkOFKIrfM+L!U^OVr5Md8(K@F0Nj=&RLCzM~CQiI_w5XCEWb<5IdXOxc1Ub zUSJd(K{^c1nWo~h=5w)ma(IMCG?Db^+ztRLd0tM+{uJK&8nsQS80c&}9^sTH~jA zhC43sa_*u}ac`c+*zs_ZYqTxesWf`@dD9%TTF!agTxJ@(Z1xdwWCG3Z$Lt`TAy@z{_okIp#qEe&UI>RmWq1DZ13RVEueWV%WY-mXg70iN~VS;**h#4fXnzi9#sV=AQ)K{SaB4)_jx zRGgfq7#*L=ip_JLP}9Tz^{;&uH(t8U#+4u5e;@zv-@b{r-+de1ZU--|4}tZ-tYdkE znJvO}sFWMFIP>w1-}tYwi6zeN|1CC$TWC=OGkaSUm0DtzXc|Q6t)wl^lPQwrDLkE` z=KAbM!38Zf)5^i)4?n~S(URi@q9>0qJ=kXtjBtF$aboRG2f_LVJBZTHXn}{yxt4Vg zP7;ocYW4c4H;CdLRhn#v<9{x#t%DR}<8aQ-usfGu#wTvy#G8NnAMs@OKI`=}KfwI- zlp85Mi@7PF4FuGLr<$|Qi6XW>9AeP!p}oF|)APAfZy zcy!pa#E#eGfa&))@r|$lCT`ul!A*azg;Gtl@|5|);+##BWv?caccS3aFXM zx%TGT)lKtHNg~T}%swWyMu#<=1YiVSz{TQAcVEY~S6{_^Jj2P+K4zmcF$T)yz2q^C zxl%S}^*NV4WgWM}J_j>y45{%DiGa&&00JdE!w8UM1qV^;A_^x=|0n4HP0+~jrm-;; z^U6#n+m0vA$c>vpHRYzbUn_SL-6MdH>l8jYFh z5iWtQ7a&a*#&beJ*To2v8r##86VqI}GEvKQQS4gAn8f^~{O<&;Pe-R{)p~r^F^Ct1 zSYnBQ!K4dE{;Ova8;luUw)Q0|jhk1Yc#}Tb@tPP8wlQ4W!mF=+3NKx|hWYUU9=`h% zOb(wS@ExrA9k?pTY(8fI+hbWs0__BN{f#f;8^7~SeEZw~5&!uI-^P3~=Cgqk0y1`7 zc1(go_JWkBfY-H&s;y`>ZI(Ds=!&du0W-8CU{RLa`%*R=Iczjzd41A6Ei~@swZXYk ztkmlkE$s?57%yCJJNeb7;m&pGSWZ$1vQuK+tyTqSanU`hxgIk{W(WmkXq|3@$YcPT3M>%NZU$dd4wfv*`?QVjgCd&6sgkPctm$ z5oUARkHs0k*NbuErE5h)%9#t+gzh4JcOefE#%bRR(A6$HC5$hsLkRGoiRxZB#|YWE zYg(R%w$5a)o}2@=*%M~4w#lAB@);C#Ut=;o#e$MW>Y`mBCe~~|Mobhn+PqWoC}=e5 ze0FByV20&<$|lOo$q62P^frG_l4WL)^5R-`E7W(q003B-jJY;=alKr~)PLd6G)io( z!oev_2hTBvOr20L2JCvZ|5o)7`Xwv4^76*O4dzL4R`v(GGA*;{OM-OBFBEN6&8Kr^Uuz2!5w<`}<~^!#B{V1~TDlyO%v_kc|6@85d|@4fpL zQk|^uM65xt-Q!8Jcy@MJFfYa<&HYTbGl1jPIhlc2^nqJr=IY_}1hsk%>w_V}#T>_{ zM{FKW{%cB$qdzzPr>Dn~VeQu?NU^*yw>=$k(VDS&}|{fY#b21pRfm^%hfkZH_M$S#c~NMZHeik=PVc za&swmN^u;6O!}#rZ8X}*iS!cZoW;CzX&tAtk(nO5l3h(1;50>J^hp)yrE{U7hneO& ziYLj`jJiUs7t-kbU?`GQ91(>+jNs8^i)iG@l&6S9<*jZ>)@+JRA&hQP zGfD_H)pOi{k#jP+%FTv%sk4Snr;WqW5yttP8_qDWGVMh9~p<776%j2aSSl++pwF&L68WQJrhgPUnXy|EaYE!;~DSz=u@ zbyjGic&0&m_t})2r!Ri>*Kz%&R~a2&EKacd^aC6pKj-`ECZtKOOdX61D$7+k&pbw! z$MAFyi&-6E;Ns3JcX4HB6VIPNz)9qB>`?Ku z#DvYkCc3RU0|b#nnyCPj=>%%M4Olvyu1?n~m3VPVnn}NzKn;hR_}u3|UzoY^(MpUR zDl*B5o>&J|G-e{NQ6_VhvyLeSCyXSf#yrD}mUASUkIrBX)5!$K$9ov`GSr(H;*6q^ z7Kj!B0|0(Q=<7uNrU=G%))6WnH~T4KGX10IP@cZY#M4!|@%_lzWtQGB6}g0b(?2xX zwI7?BM>;eJ$Xv3&fFv)_#GhhM>kW?^KzdCJkVx}iGAQcwK3y?Tr9znXip(Tv^7Nk~ zI>`u#u2j3Sae+j&JU;7$<^LKw2yN7#t=baz%Azkde=L#?SuRE{2g4yB>KYI5qxScvW z?H;oYc(2UM2EWSQQYPgiHxx!~zy*p9yS%vx&C~3RclCta+gn{U8y!BMh>b!zLU@{u zL+N^ubHgM}@#A-XfyD8P!&}b7^X}JF=%_;1PVdY2YIySSKJMOrgF%&=C!i~vFmf^f z%bWg^x@r(sT7xv*sJGD{ZeZ)uOSpRNRlM@*U0l9$jT1fA)&@{|fj9r=F9DxCD;h|a z3(Uii8*R_r-&St}m#*K&?bkkwPk!#p2s%xC;mcpb-MgQ}Y&PZM6%c1y6zdSGM3v;qn!1IMD6s8wH6 z7n3$!tR(>ga$^i7pa`!wHr7iE%CsterDM#YGUHZV7bDUm8g5(o2*#D1Dh#;7$K2uKs#>m#J38CL+2*<#L?!h6Fq2$e1(b724LZT-bd3FzGl7Kita9(v%IoB2e_-a7QY=xLj%Qp4 zo(GP8`IoE{dg>e05ao`Pq3IgXEQ~o*5GEFUL)s0YFaP| zb3iqu0=y;yIwd0;{V z!)MPQpx^0oO3{QFgoz9wigODzz$MghCR9mk{7DziR9ey3=hkVqcna*ot~^pEu7&At zj<^65O0lyxlnv4Kv0TQeHEU>+Q?zl=Ct6dd*+jCOG18g0T4=6qqTXt7!z!Ou%VdGO zQ%|VKd?S@{(^h=wkYaRWm3-b726VKjM&|bojqL`_h#L}P!o++6zO>a6y{G0U+;5yNj zQ!_Prl`0pL3P|pY6P(3U#GXuyhP5`@q@iIP zv(&ft*P2)#bg?|`V>%zBK{1TY9^M%}!8nbCUh2uzE^u=kJiL!|GC|Gsuh#U$>KU!U zOyPt{L}bTdP0;DtF@rxYZxjjBw|90f;o7Y`yzY(<_Aojrk*& zWa|!yf=yZxYS`l(wO$vGj;9#sBW&$VaJ)BV#)!ukQx}INYZI3v#NiA&4-KV=-=!e& zBom2fVs?gizyDY4yz14vJWZ~t8fJ&j*)dpC{M^A4q$f{t{QNOy;Sw#%*gkiZ(p8DF z6tiT3G>UMEHU(uTKk}@$x?NmrT*dvjeuOZ}7+fQy@NB-s=GJA79V7@PjY%%jkV3X# zK8RB)p{N`m1I5~*T9V@O#wB#uHhEh9=+Ot5Z||U2CEVKPf5i>hAfgr^GG*HAObC6{#p$0|1}5X4!HRIf&rQZ`pWGO;m1wj@=rfi; zfa!U@pTYALgCO+#<7J5DY{Ca~z12pIBo%(Z4dt(Y{j2y7-})>3_{Tp+k}R>iyN5Tw z`*---uYV1%fATi&+<6W6AN&HdS@c5VW&f4d3rB;+C)gx;Ri|4T!x>8hruRGLMA`m) z>85VVZmpTMB=KY!8(!1(inNbQ*KT1Nng~0Nt|gP5jEgCz2Py|OFJMzkWi)=a@LYAF zmKPV=p2Tp`y(7lQd_KkK?1ZBoX*%lFYYc8X@h@vZ&aoG$7-+SzzI_#&+c%iibo=%v zasB#Dv|4S+w@(**RI~$yMr#dsUVj7g=@h#U8kmj8(DNx8d5Yd(16!AG;Oa|vaQpTr zcoIVg!E~`etJy-ln8H;7HU`(w@3t}Q4RP<@+t_>l1mSWjdUsuUi$?m?Y&5ZqrIE2_ zf7+M<=9wwmoz=t7F@?O`+sypEDkiQl%@H(;Dbnf`^IYMtZF}(IepKEower6&{Clwo zWjaK$xK7~)Fa8AQzgRv%afHY!EU4A#B1~+PHcSYih8hFPVyZ8!3b}^1c+Q}mn0wuo zcUfE`ib9Rql#2X0NSc=F^o95M!u0o?$rJvd~N6#Y@B_tB7LwxlLAJ8%vC*69%nE z^Cw2vybAcOm}?n%j|(G>$a5ZokX(uk^ezI`KmJR=1IKvjSTKntsitizC)ik7kGg=! z@?uERZgz0x%F7I>a%5^Ieju))`%()wSXj7kv&mU434wUH=QWL|$KAu%-(GV6z4|$K`ftaOH6hJc=? z&s6i#!5EJ|xQ}-3qDzM2M$7M-PNeAI^6L6CK2{X%Za@oVQobA`VI&X$PTdS1V#EG+ z_G3_11Y<49kRvCFUeSX>>PfjLy`s|bk71NW)h!&?NnJHi+VDgSjNS;kK zShC<}wAjT8Nr>FrvhOm!F82Q`%b+UzO=ULSvOclvO7T5m7YI%MPjeg|MttpvWjQ1{ zPZCQsw7EyLM^ENs-iu}XbBbEk%Z)yrW0y#qO~|z=o;ZdiH;%N9Q&~3VE3dZyVrE1e zC>aFO8@RE(!!C?OR~em6(9V@aL^(nnVW;#|sN^(lq6=DQr)|2Bp^2CA_$G2Jl|6vW z14~7cT(}gc`+KM<(J-}|O=;TdEx?nQKhmJimQ(bbb&icVOC4#R%?@FkbyPQ>3n%^# zBfK@H<(Nn$qL3-kFfNvJxNf^R(20%kkRo6F0If8_t3dYOB2m|vol2BX~ECH26S`MpVgW&byOPTG(^AA##+!}O1m;Gr@e&nY=Uet z$8yw^r2^Dv!HgdP_sc>eSwG&H3huw@kMus_z>1AqZ zV?@+!c2TEi#F5CMy6+;P=?tNxkcNo>xbfK-{q}&HT0))a&wcjD05Y25oE_mT53#rV z5ssff!u|FbpWe#hU628*?F7Mm2CGI@Jke<2)1Ubq`h%X(!_9P-XxLOxdQ5}&M4Lw$ z?5RekOaW`Cz@+)7>2}J6snL5gEu9J+nNnYS`4*nu{|HAXhv+O9e1MX_gdb?6OF@sr zsWNOCnY^-zPb%pUo|(R>q8S#7SW12u;|VlT&Mf7Y_g2}%h#5hC1AK@vP288sv|&*Q zSymbd-Z#xeo@t=u3qf8LG?g_)B*}VsN=56O;yVc>;5ficA_(b#4ut+r`!|C(B!3E* z>|9SE0ZAGNSjm0)thGjq83{aX;x(Tzo!ic(#7Iu|9gfSf6k>6$Gfk-M9@GFW=W`Q5 zS!a)eMyrEnvyT7fzx@+Dc<_{CQ0I#|-hcl?{P;ir1pn;!ejBfU;x7K?I{^wOOnuR2 ztgt*gMSOI~=L8q+1iIvT1t}L@zt-g{Q+B$Xp<*(rc*518W}Ax!LtOHkh|`>}(Q+~8 zX=96?EhpuBLNr`9$m0y+n)r=mRhk}9R@KUAXyyHp>#+C@WH>z=sYPO=^%G z6UF1cP>Et?j%BsWjaCo8`P+YpU-{MF!p;s&_FL>Z!PLe);d9|^KEv8z$N)Lr`zu#& zKz+%>)vK>ya(cqaEZtrY*KXXx#`YCN{JCdXMl(}53J8C+zmLO%hg|%Sxf=ni{eB1S z_8rXT3v|7)F!d_$md<79r98Wph$04V9ijhc=KL!g>&j=gL<;DFk*=%>m;vDU-Z@p~ zzzWP*RAWWqZr9cY)cop?VPz|==#uSOM3O(xljp+vm!4y&aCBB2OY>f#IhS~pE+$4Y zNU`qYau31#S60zS)8676IP97z(QJFFM}HQLA`=^l`AvlvDi2Cn_RmFLhdE!PpS zlWNe#asZP+Y`=keBj5>o_0p_driwYYjXRU-!zrFf*BJWoS0#4ZHg@ItXa7cIY)nJW z6-Tu0Y+n<)H5-7Ya!-}8N*LUZGfd}mjK|dUON6Keo9I@@DaC;%s8eLCaxgwS!D2BJ zi5$_=iSeZ!F&aIGM<^3T8mH+6*7g^7*((Nr)n8}vtd-wzzAh=7>x*Ou^mjh{&$uF$ z%Pgh3^4%}^3#e+PyZSxac#@c9ohA_y&WF!dK?eJrTa&_-n9S8LLoP!>_SdGVBQTas zz?Dd1;#_JKui`(DndA${;v?iCGwdTZ44FZ%E9q9o?3MQMz3p#A5EPy1j@i=mrB0E_I>K33sH~qB#@rUtwgK*40*07b? zfMkleT;kD_r?~ggM;MPzS;|(gcQ}!RYCrm!m=GIc_>p#gzK|h_bRC5U8Tr6ifVJS& zXgi9_OL^Nl60B|d3nO`sCJZFnJ{RNU8O47>d{vgq1+%O=oi6(`(bsTu3*C(?7{C9v zu<8nFk}_-1piMPu`VG~IX?RME5psj5D;vXMP%HXnfVH&^G1zJ}p`wt{ZvGu+10h3&$(iVni9(W*TQyIpbwOdea1%0x z3hCVmktQk)F&vys73M?4o*497k}q%Q=X+U>hYb%~QHl+Ek8y$nN8`j3G?1DWqWTZg zob@TGg%7ovc2q_uT);Eq!RH3i^&7k>$eV$x**HrWQB%6h=5}NRmPQMs`?Lj#Y($)W z$qkkud7MR=qclh|F+;=709(CvsF{OlI7dhh-Srl_s)=C~YGOY=9!X|>sPJgWv zw5!=zD>n|jxsiP=$PF`9aC4xp03uutTOC~Axq`s)ad>i!`E-Kmc*N63qD42TaUhe! zG%HChO8f(~nbfnN0W$QR9G9YJn71fvxPxY^gYoE?byN-Wa4UQ7)1?@pX)&!6-LFgr z1!z%d22ETV4$w)*P*aZ?2oc@iXE=HG1k)_SVz%JxIUkW_X~WdPdgahvIsOeIFYrf>es_RB`2FAKMk=DF(w{`4Xy}_}Xlu5e? zM+jz9wA*co-s8v^M~sugGA4@(OQt|7zd{pMMLs*RY$93+Y0hjWTBH12nQ0Bv(uh88 z>S~&@+vm+y0xFV8Bca~(T3)Trs4cw@WqhDWyQy^yJ2Imtor-ye>*)P1Grm^L+G;d- zUnf+W-b3n$$qikr$Z>fpPXz@T08(>Ld$7y#el~87yas$Wd?f}KH6YBKkfdR*tP5b4 zV)Q&!I@|KWZj7t4R3sP#^hPn-c@Lj@{Vuxg7NU58-f)N{O7LWNj~6su15Y(23mamI zeSSBl=Q16Q7|6>y0Rz-h{911oiP5u~|Dxb8(iMsYDf(;AN2l46tZ$OFP;^jx!1VXU ze8#dJDu%lq#n+o<4spgS_h9dlFgGf(NYc zQ;=qGFPur2&osNm`vHFA>;EPG)qnS=*jV2|NIGa@QIUydwB+kfa=QH}WjPChcX^a@ zLH+8hcQ{6g3<;^=Z}oa;wOb6rlQ&M3EHR(WF`Z2j&ZjtdzKeVJ-ofN_pQ*s#G|3>LcfxEkq5=$QCNLS+Y?^+8U&llw3Q#=Ls+a zWiMVc>n&35K=yqZ34ndA%FwT%HS3EV$}4w)>m;Y3C!dc6Fbx$+YFM+K8M>WQd=~pn zN;{R;7H=7mp6J5Yg`;`Ngo}M-q}f)c87e-Z1xE-B@rc>eki=+;`XoTm4_*{w+rdY{ zcrgEMpC={fEJryLt)0w+sRrSuHIdpdBePebBnP#O3)It-LktE3Jl>sQyvSf5Q+Xs- z!5J#zZ)^-PXx8wHdwY2G*30NOYp9VPnc|*9iquV@RI^~_A$Q>uyGi+2#A$K;%I3WE z_ox=XlIj6IOK2aVJ=)xa7rWNVC91-Z)xUO_EooD0N{w&%v$m?V;$HzveU4M5bP)&L zZXezL5VK_{U^Ab!S@FAqS_A8wmzlnMc(l(TbJ_IU&n1Z*#B|LZ7YovU$1|BgD#?_m zh*n}~DW~G@Z`Keq)BH-*pYfisQ{rl}(1p*10XMYLD_3X*A5eKwXX}c$NA>k!<4-B} zEeNn!EJOmg!sPgvsek3QEW4=k5zTAoyyq$_8P<08ZNUuJG-qX`ol@4l{XEc7Su+*j zk_Loz$Np)_mdvy+udAwfb|A;v zzJnd4n59ec2e3`1U5Dp2=#>>*=*z3C+{E9yY<%ZSNT=fyCz0sQ%q*p02vz6b_-DV1 z*&>pZ8#svL#Aw+y*QK?Z%hP@<-G(DW9omz3wlCwQmu?z=5``#EF4tW~|O=0^BqFN-nM368TGc6ElUj!ZdxM`4Z3e{!M(IaZ2M z>Y&UtL>fyih@UHx3M#6Z`mDumH)5n0@M=&% zZoEZuvsQZXTnlA`ChKrg1d1 z!4YkQU|!kUW*XFZKE-6YM6cIpkdO5BzEYUS=Tdlj9s@+ZRs#W1A1YIj z;>&EXx|k%$T5jeJHe3f^zWqsj=9909gDTz1G%pToZVHT(KRZPSHo{MgqhQ!Gw5|#5 z4YC}IDaBC6yxGxVndYKzrKvZ`9xlIhi=FQm)cjA+5YCU$?ljQqcDMoK$UvgN8<`Dn znnbOIiBEH!q6DJFv)> zrr6%ulC%}NR|I-MP-Py~&6&oG~Cm&AhIs%%mXWKk_XQdb&aI zY5Koha719nV1c;ddYK%a#5!Q)oV-I~4=I63Sz0hy*eigh70f7bi$hfxv2G?ZkQgj! z%>OWDUMchkL)^V{3;*eF9--N3qS36guI~8g7_Z%V6_>VeU^F^FoGn%>ZM&WwV19Ip zX`ZujDK%j+!xy)VkdK*YmjnU~5;>Dbs znvn<;E+!(-VBac{ZT1DcK^Yx}$pWYuyIN~Ve2|6;8tIPpC z;RK0`CT-_+t~Xx3jX(P1e}%1$ZDWK9vFIYH*-R!BG!59=+Gbjy>t?&jw_Bxk8e9;EE(zcy%=+bsT&a=#qIxZyS> zGrm9P->033(mCSO-qYfEt2`l(53+ZyUHIv$X$EDXTKyI=Bk>H^64oI)ZyQ#41m z!7Y5DELj4mKn^7ybpG6SDr=CgQxG&TT|{DTYrHEM05HiCag%wpB+lh^Zt?*zYTWs}kWWArD;) zp9&_5UVRNz06qI_X{t;tPXe;bIbmYm001BWNkl4y8nKT`YY-YMNr|R3amV z`uKg(G5wUg60Il~(hLO^`T5j2YPR2_!EMUyW&(>T^`^7FgVD*jkUVL#=Ti;S_I%W9 z4tAgI@~cT~v1@#ZfLCt4f;20ZCFY9-CX-3=1j&788$zdnf0%YfiT4-N8t<~-n);t-@Ol)V(+|qA?K91P8yyB zd@cCCM1*@meSkms!sl?KU1xgWMz@KeE?No7P9!GX)A1C?XJa_E8efFj zV!=~IJ~%j1BIV7Fv?9G>AB*WJVw>>`@e3dm2bUuY+Gy769IHl)aWpz(#KrZ+QJ)+k zDT<3Gdw#3SwRxx0MlEnfVnD9Uv1WJbLEk|*%ds?BvwU$JtF=)TbawR-uaO>HNmEb% zO^2PEmoB<6u}V5GHzhh)9;7ZFbUfUOfma-j-Drt@C~Og;M*7?oJb7;ADJH6hyg2eL z@@X=RNm~=;(%306njn2m%@=Bm(xQ=bmCrP8a(!LS&UkuIM7!DFN64-*{!^91*yaY? zD=?mpFx?FCi7(v6+LcZCy#{~J@!=7Ihxg&{KEd+dJ;d`EEx!ein>#66XX1Nj1yTNu_lGiie|F7}LZ~F>VuqhmqA;4wR-)Yxx3>Ad?(b^M&JK`IW-K>pwqrEg z5|u~I5NF$3Q!ERJR~iw~@H*%Z1`HyQ?}KAlMl=njCYsH2JclX2B;}y{YR$fAZ8RHo z{Os+YKF0v{?C7hG?5g6H^2KGGy@Oc{N|tF z5B|mPW9x?-`1W7_8Nb%~a+wZBngY$qgpwS;liWl-mW(u7+hS0ujTTs{9~mmEqBtOv zr0bV1^Av%mDshs-?{D!nCl~bT_!RMc&i)sRI*<<<{Q8_8GLCrt5HLg25cZ>B(7I$O z360l26EayM@W*w9?oY+Qd^u;0J^`GZ(Z17iJd7arL z6PJS%{@=#x9pmOL=XzxS_<*O>jDuG6-%^-K15n5s`K8MyvjCC!OcIu*-OrfS2lMB} zcva3*kEKxb0;vFxEJq4fpDQhUdvPr-5MzFqD$)iV_JE;AhQJ~M6+z}&u8Vo*Ak`wV zqJ3lk@CY}qUc+p@7tNn8*fiwaUaY-R8zS{ro~{6G9?-I+au{*`ref##m`*b%I^|x0Tlx4R|TXsiFuaBSeN?oU}tR)a@2OYa#EQ zlz4O%XD3HEIg0o_h^NFw&A$aZ%JR?t89VDcvQK!1b&wg>Stbr$?C75w_6c1qVp96u zI@-Ms#*-Kgs$G)RBPxGlhG4f)LIkaPFsn#%D-^3?A|0~$4Cy1WD&5rRjiNEvOC$P*Y&RnMa+5j!I z?pT@-)X)rE+`oTMyrXg%xM^duxqay}pS85kX@E@U&hhaH4}5!_HeY*M_vAgXdE*Mc z_=PX4QVetk&A#L~g@=yUXg1L4cX_g*bE|iEIHrb8Fmi4D22CrPg;cYBo!9%#w_0O7kehB8qtPZq+;3-nxeE?JbN)XE;4M=0dX0#b`sQ4vvG?`ZmH; zF-2KH%&^!UwkcE}+7Q!pfurdOmWu_RJbjGay@z;m?|qD^`KY^yV{*!#q2F7RpP`K6 zUKe4MVm_H;GAA8qgnqq=FwyL8o-^uGZYb)4X+I2=tKm2t(}vmn&bOXgfnvHCWJ2&y1$plXgfk-$+VbqRrf^6&y}Ld^Bg04 zSYkPi5OU_LFO+`*Cpfdxg;#5$)*$nr2{)3q`R8+w=sUEyl|hIZ^`dwlB@{v9_#f&N zgI6!(<*$4K?JnikNBkfzR0HejI_6G-$A|lfm#3&ZH3ZavoQokMGc~j+qq`0-j`%?% zu!q(V`-T#=TXHWrzLB*=Z0ctw?v9A5tUmO1oU%6rLMa? z`Qg|TNKU8F^Gp%z*ki7o>a*U-PSXtf%CqS-LOMTX{a>RdCYi3IO!K#3{Up-8S`txb4e_zZhxuujqyDNUA}xFbh4H)`BPKdg$3`8bWBlho*Yh4N3=snuzV z`BWTnvt17Y&X8uNkS7Q_Y2fMiuJ7#dgnT|aLY^&*kyeH}O_YNMH}L%K*#s!%$q-+A z$7pOFVK35qXmvUW=dv-g>phtSlFW!2K$0fZJY#HTqeF9M!_YzT=imAZJb3sB-~8sk zM62$z`A^Mnq8GH-jEN*F1msb4BTZr{#?5g<Xd0LQ} zAvJ>5*oJAQ9#Q{YWKqOZUE1e~nc{jevY^g;DLt3O1R#W&_E|n$ZJEVerdw)`jn>+_ zA<-J62{U^(aKvha+jm~$#xb1FI30x2629}-e}mupt*_%>{8xX#1;vkl@;yw(FBamo zre5!E;@x(NceH81tbX52k+V!ZKImR%_NPqam~&!{>?yT|k6YKSB9G0~#BD&;IygB! zV!sDM^a)u<9`ZFLDx#mr^_)(oh;+z%Pi82DHmloC63)MK+Y}HhL!yUrX2cEK9WD@v zdEo~M4TV3ZOskk&DTPme>T?W$r$*wD=#+K6^hrCtfiSJI7}ME=*CWYbDBXf(YmES{ zW*hzP5Oi|9`;R}wNw~URTg+l2qf}SNxO?|? zJidRA4eYkIwh)dg@7J;&uxfZHS=(anq>HAcY+mw$MNv-odH2ur0sveQZD?Z{cu}3J zOU8gQMOu|+udC(!3d6g?NcfoHuYgOmFWNY$kBI`-8jIOnyfyNWjjO6}*7gjJiS4x> zB2FdEpwQ)#Z-dGG1~Vk<($J<^`I}6GAwCZo%Nn&S2?!teNyIn7019S*a?F+C*EP%< zGMRlk8^dYTc`8XoF`an{YMi9PuHC#3`)IX0c)quX&gM2I&(2Jvr&oY!nDabiH+z>o zj_9+UEti;vF5d7uAkK6&1iUuYUx}RACXQ`)65{D>E_H)eg&z0?z|hoWw&|`mgeS)* zJjFDN3t?;HZ3tOUEfx8Zg_)+nL77>ae3|U5S9S53E*2b6+(? zD^e~jN~EjLwk}LGb8QGVd5$Jc&)pi5#OHxV&8wmA1z5(5@)MpDWec;wf?1ZcEucf4 zQp~uf7fEAo-VZ%Sl%zBxhMt3Bk0TJ`!3Q7WdaH)!paX}%ct~&N<|2ce9UY^_Ow|kx zSD|<1629_Be~8m%j5mM!Lp;3y05uIPOuS@q0;$!#ruuKn#O29<2#d&0k*U#D%v|)) z>9o*u7kIu{a7{%%S^xY`zR6)rYe+jnkr zZ%924^(+q`-@`HrIbxgYZZaF@bUE^kyLKI|b`SG;EItj6Dx}JE_V6vH8Zo2cL?X2! z%QIbxOjgD?)tJN<9x*h)bsc?k;BYY0)E4T}kovNjS#y-S=6mPoR@;SfzQ@3x)?RVq$O4 zfh-dcca_zc^Ne&d9m8F^?D0W+v3Tc7tw)c7cW`)!lapf%hwB_QQAEU85kzi~LW7d- z9!&6WpZz@-l^g9QZm$oqjFuSDM1&)z6lPJ1%=K{d%2j;s<}3K@ox4n}J{zB5F$FhZ zwAeSccF=0Hq2riuT&vTC8wA`Cl2(}L9fX9PjP~&EJ8$EAZ@!6Ny!{KDjYkH#(8dio zMh7{rw0!*kjJ;WtB-wQ)_FZ3NkBr>2Dr@ViuHL)R3)aR)5(Eg2X*k2tm^2)k9%f{t z2mJ`W$V__Di(WV;y@)0mZOkaqFhd#v5+DH(7_5y(H>#J~tFo$c&)6e;_bWT+-s|p> zl}#yO&2Cm!MnUv(onfk)e42*3sa0$qG_7{|hgC)*jWMVwt~VNxiE<=o^B*h6yORLFyVS&1 zl3w1*WImgy;~Jhk%n-jq;yc@arA8wH9ZJ z5{^i8_F#U*s4+R0drqkF#c~7X;+IizqCV4v6v~W)s)6u zGQW6$2Rl0)w{tuiW0p&fhI^b$v78Z|&xNsfqR+8;zJm!|$h{`SIK^ZVGu0(E)YmN4 z2ralEj+nKe)}L*to!X%^6d50sv=Kss*5o#Q{nBN0r9kxf0NH3n3P~)rmauW|BI~v# zH-l}oq{RMcjEL3-p~<#|naFjzvU(5PNN9F}nm(r(9v|SHAN?KEn|>9H`C84Q5!ybv z^LI+Yy*6K>2%|Jm8yD%QGwmEJwJ!lRpL>T7asRQ!lufD|>7Ufjm`cUj@Oj24+tl>47MiJT%HYe=3=W>GkX(rN z5XZvJTQ~91$2XZJ^;duOZT!)H^@m6@snKi;K2P4aFdo*K%9V3bmoiN*j$+=w=pNJN zPQQ;nCs@OuD5`y|{vj}xm<+5HbaX@?nMQdog1Lhvu-O-crvFrkuwfvjPEZmD{haSH z01z_+AySPP`9wI1DJBXB+fwR44JQ4YX~9X%j@7NsGQRTLU&Rl9_(OhH$h4Gn>4ai$ zZm#nEeCv(R;CtWu>#|rj{sFX><}uRg3~|$8eJ`Qm^g4Wh^9-Rr%-O7n9jw7on68j$ zk-=UD1h!yP(u`dEVP6V*Ya_4vXA*m zhF)(8^YKixQ_7}6u?vi3WsxE(b+JkN-FP0brwKUYJcm^iRrc*uU&UlAS1ByS8VCag z$P(~}Tqwlm^x$9`Llc zAQPJDYOYu$ydNu5PIA^xNN<`4YSFD z{xnZORR3MHjm3Mn^%_x(OO(@FbMFh!fYWb7>Ly#)9R#S)<~Tk+0aMA0qG&(JpeL>@|YLgc} zm*Ge*fSVPt;MCq#rm2{sR#bk*{K$ehLVvINLi!VEMnH)fXfFzV@2j6f_+3EG`pD%7zD1HriR;&2 z!86aljPX?M+a?Xpc;1i!E)C57?9cv;2SZUBqE0C@G{_?LXgtQHE6;Gv=YbN2a-0w= zclRNu=fI>e5JS_i;mXykiXA}yT!u+!Qi~WAj@i?VHcgJ9r&vPW_c>bAZ|O8Qy>R%w zDoJOCKl$JO6jC(w_iVk_THHS{SmyX@?U5vsjJdf+BF+6`<8J`h~M~b`cF;Bn3#JQ=)VdOeSD?E^5@56X-!h zYu7=vE={H)Sam6y0jDS$#YdJ)9tm7~ZFgY6WWU#lij@51#YuzqZmzHp4 z{T$ZGTrZ1puyY3|qX7;_6E+(m)2dkz!6RC2l%P{rQ|H@vKg8a6jK}*=aIn9JgISAvN z844spm;^Bv#XOvpaV8WIW1jo}0#Y;Ov$ z-hp4Q@qSJ~_s8 z+GqXq>c$$Hs~0hMJ2*T!#CQMhd-(9yZOrB&Z&qrnaDZ+PGctXvDO!!x6f!=XClBFF z16auf37G*>)1NL3Je1^uHm5{t(+i`+DV>RloJdoLv0Zg;&e8TfG##HekYr;WK^meh zC9Yk6fgiw!J9kxqNv3~f%n>D^x4G)nnA$zGD1gwceTC%bLN%=%w_?{Zqf0oQD;MB! ziZ~pyX-=D`3?;VDhZ{w11T&rvQh}GUfm&A3S``SDA<8nmbMs@Y*L^Heqe>IpO!AbP z*602##goYlyTd6GC?lTy6Y3fIqj{nb!Syv_ybL&2QRofsq~FKSKi=huZo_wBPmXbN zdyX|X!If7(!^WEX4{l=cgfdIV@NJ2$r7mx7w7Mz3e5un!%kIGUTr4%~Xn8g>S|%q4 z2#6A&#Bgh(oFbUQQ7ALUHOs*tb~o^EyW6;C*Fe6pN4Z4vkG_eZ<*0~inH7{mhWBj2 z6Cec=rOH6bDoKO3j-umf2m>za5KA>hoT&EfWKU6Pw#`kfF%P1@>*;tz+KblDUuGTK z@Mw?sjXa3BSwv03mvwfzQ%M5J=$REBQ}}5URwi)1@&l2oAyv7rnhI;F z!;vQ7bZx%>gCAfT%-C4&=f8Rv|MFk_7i#)vilI#T6SP-WVApGyk4DJIyfjad5MWDQ z2a+iQ8o{SMTN!`lWX40kpTGhJ0x~u^q{6aR^R(PUrKm&{BQ$eW^G|?P6mSew#tyzp zGCc+G9&wOR+~9gok4!MSyO<)t^^UEBtmP2Ant#pKRoG@DJd>pe_Pc45_A*j^Lc zm#^Zj-~BBd-QPiQ>ox}Q&#|`ALxX@ALwnUxYi5GIFxb?SZN3+j29pr5O1>EpB6@Z+ z#eO63BPD~a(}aP_vko&IPEzD?$`r|d{}?9+d#wL$)LZZeY>UDOK{VFJaydHW ztx$J(FQWH-f9DCdufK{fee(}+{`!l!v%imD-TD}vMx9e5=KTTc+ZQmIj}cA=*m-b^ zpQnCbRSqw``a1g{-1_)EY$IWx8S_<8)XlDK7y!j|S~Z!rs~9+W#ge^90Vqs&Pf_$W z3&1K0Ih+A9n7&Pe3DOw7RlldFW2b&pVzG%Sn|fh{&c$CafW_$wo8?KKhk8?BIGt)* zy?UNaGh#T@YO0@U*^UMNclypn`^CkN^!|G4=XJn;pl|V|K(dRp*b0#Hb~LTa`fvlW-Gb&&@c~(ReWxB6rbIE zR-Ycz44QkUSdX?g3M%Y*DFZ{2`<09* z;YM|)} z9_)VQpZ+sMQOb;Q<2%KSVl8=NpQ0?p?%orwzsMb*07MnTo?&Bs9qViBEF-19>A}u@ z{P_FdXZEX^{jRgY001BWNkl#x&f>dCgiD)}mxg|Biw|Lg$E% z8W)Pz!mr`b6o!oUXo0dDBOMUMno!7drZ;=0@hvUmnUxiIqyZj{ac*N7&z{@F8o3UJ zbA&|yNHWX@$GCG8V>~#<$#4Ye`ta**&grJt3zL{52>jkMEW3e|VIP0-@BdfaJ3LY} z5Yyo5BH5v;shYlgp ze$7FTrp>vE*PzMSC`|D1;21SGtP(0=ju(FI z4@ZQKTfmYw??`MHEz3iLBI{D1fdp$(VkWggnt^47qLR@>&-G}c?yH6ZSI$i>P5D;4t61)>VCV4>T=6dE(HJYsT{Jxp$A@65liOUv z!~Pf_fA@R%$#&m@W`!vH(-g^&Q zTU%IZcUW3LdWN=NN0>&qu)2*gT`zac3=yLRHU@OOakvdMydG>%QE|g?#Pl4>?<8}N zTzbXBSsakMNhS6N7hSoDu@ai*tKyaDaU`H=HjmME9ke{6hB^Fqf+WQtju5hj+E$Z; zPddvhjrPIOF%AzbY}b{3u}bCRiE5-8$4{d+B~tEKR#ueI0lZ&t42 z1#+3rQ}$Un==N~st(O=e^1^V)w$${VCx-N%B9$ic=)oiW=s*7yL8uPfdyn>T>)s;do~{NzROv;EN@Y12vjJtS!b5&y-U0O)A#8*@wIBG=|4$p z92L#S)PF}!5#zbbubsv-1`GI*Bd>~hj=a`l)&McICv?3W@P#+gNsL z=rr1RmY8L4yorxKyn!Q<9YrxqKzy$TFSpUoGQ6BQ_^RK*r@R*Gd4lO=jFFu|-oA}@ z{>T3rFaE24g_E^q9K{iqnr(=536pV`qp*nOAUwr*@+c+bQ*YtivoGPs`|m>@J%Sg^ z8T2T$wA!`WOr?~mpPm>I2t@kv-p#?;{!>Lw28Te)D1y zXPz3Ed3>cYP(_RJi81D8LQmv#p@2SfQH7zz3ylU@;tY93<=2{~ui`jf)h3&1iHhZ`G7YO6x_*O&S)XQ7DSCI# z(=BS~S;D6$ckF{>RbEXylXD@TD~6BlKJ8e4>bIVHPs$LjFgAsSt>tBSX@nq8L6&;s zAmV3|JRy3^%Xs``mtD-M6dz|62J=*z8uDv?0-~kC7@_lC!Z^i)K_8915#F#mSWkgl zTMi~v;8$5B657Svn72t?lbrqeL}lGAWXaQknN>2m@$_{nJcX)53)Z14#(`CBs-OCF z3!k)LuejP+cYX650|CuujNxcdn6KK7l5l1$HHs9-ohf76daZ_~r5^7uPafar21-SR z%BPqeh1bAY*W?U&!@@_iri6-qOEQXx{}<;p>+m zRN4HC5=ejn2}=%-@pJ*?nG76Z_K@Np=FFUO{gfxXWqY7}QJ!dRKuR)C;0a0>OW zg2Uvv2aN1?-~z-G{gSwhp07utXYqXCBZe+@6n(Y0!5J2uvA9~-v72iX*XD0etv02uS0rKO^OU1gj|O=zAQ zLt|e7_;i-q4%V7J>b8x5szJ-f)`e?GiT#*Gn$;zg!L5FP+MOo$4~`hvVAd_4ed;38 z8vf?jzkyc0$^9br1&NE)Kyw{i9ARm4%k`w%tcRLgVC!HGk$ zl0lQ#6R|Xek^JOZ!@n3wZx}5sbrcf+;m^N?Nth`UW+;88-o_7PP#p zOkH{EOO_3}k#89Zv0(rZU`Jq`Sv;0D1E;s0YKazmOBL%%@L-9PK-kP)ner2Zl7?F} zJW*#;>0glxZDz`;eM*Mw^qL*K`P>C|H9Z-Ra5x+k?^>aa7Ed8)A+%~f-hSbEynXpH zMuR?11}AJDAP4*C4<*7V;>~|JkCDJtdSjw$UB1ewPQ$PB;dp#<#5b7?=#()R(PmwQ zsfr*$5&a{y3$+^ksSSq;9I2-Q%1Do?x5znCErTk4$yJ;FlyoI&O3vgxF8V#bsS?qA z2AQbbN@JWy6XV|MGFCcWB+&_KZnSV8*-%Ow$W>)Ngwqj)IkMHGMa4GV1d7n%_pd4A z)I=VWepU!9BjbF}v{8c_C5UM{EEAq+UljuTS&o@qnu#b=rUXftse{0+^8^ZZO)Vsz z9(X+ELLM{CIMvigeh@64k(GfRw3w1P(&-V#=>Q)O?%~ddD*mF=S%&n9b~fbA<RhQ}k;OvQ9FojQ(lf#ZAka4=8duQ^yE zAZXBs->9+1IT*!gZJoz@t%KfRfJ>L@SM8_+L^s(~)Y61AlaA8*&QA~pLoT)yWg#yo zePuROah%b0k;Y3vR`siD4O{HaY$-`g9HSqndQu}*q@1M>O<8K>%1!3!s)nu;IUAE4 zCQX+(8qR#tRA@Y#@;ys(G7J&y5Pd%I8Y%yfp^H*ew5qaD>Kus%9cS@axNC)i|% zqV}Mj%cXH~r>MDHZR)A4&KlHzQ7ir#zm5NPnF{S(F14nd>958_OzYyz0aR-=5eIYS>TV019PREZ>WvO>%G2SHr{433c9aC{^O{-Oq|E5Lbu3Jl^0jI-8oWU(imaX} zS;}RX3U8v{lY}B;oj&k?f9qSgb?*TneAMe*3`RNr`fq-MYea*y@d@!J0GE9OR004?!ZKrUnrcHf#oiH`)=KOE%Jxl@8dka;y!hg? z_|cDl#I$p2^56O8FL3|fLu_oU;!|(Dg}uE8oC7SX%U%eyS`B=0`5gA60S-R;0DpP& zChvKqlg)xi$q$ko=Nu2e>o4Ig0(HUwaeRc#u@LBVkU=s+djBKb_>(`u;M_8Hdp7Eu z7f|b+W7bErRc9$2fn|p$C;0YX|1Dm8{uT6UE=18zRX(KyA&mNMzewH=$$53&&_ z{afq#*=0bebB*=ARP+TQ#*-=P-FCGiTOhrj`Bg-DCYX|LUn)&7<&x89qcuj20!95y zrZemwJVL|w(XBP`=>B~i%w`xQ34ZT)zJ`^pEkuro_wL?A!?v;JJJ@L0I6BzHPk!|t z7k)3k{1(gkh^Y_-AzZhHwaxQbUSGw{_kWDTyB?_luS)2~CXtv7< zq|h;$#xzZtn=xP_O)`U}fm$#yTJ`V}XO&{bbUs&2qIh~jc-C;Y00b7O&!%}O-y;E& zn$mIhv{ffPbUSUCe)DVR zTEwi1ZPn~P-FRzzxr))^;#J}4lBEU`G#I$PxdDefW1Jd>lZb1Bwo6k^I;$dP1k~C+ ze6-)k&HWitvPPC_s+9}7xSmzOT>a)UdW{Tb|DT_}hga&W_=8>tjf`qAyYMfNqIl4X z)l`)BLROlv3Lu}$^1kZlQLVkxV9!7H?3v%AjGmR2S`-5!S^OOXVui+Rm5D!lssL=`YH=7X{-V_1Cl zt7`UAZsF05J3Itgy|l$N|Jk^Yn4F+o70bK6xrA8M(CV#XDFMQr zea%Xc%yRRH)k_L8R1-r=HjC8Eyn3w#-)||SIyTbN0IZ`xNsIo5u5p~ zU%rY~cNH;RBTAqU+P6jbEUk7E>l-Wh@lXCv4IzxTh`GkLg_mD?Nez%F4!hN2*%=Lz zNFK>RD%B@>!b6hl&p(HiwKWVzfpX|)zaWb5R{mJ5vLcYiQ4CJS!p*dipH+Cfn3ZH` zAG8%de)0t0`I~>xCV)BTAsEJ~GIXY&P-b}qWhyX4^6%xE>dduJHHFn{TFY+KQp*`w ziuu`Aaf4i+x^<2&Om$yH_eA;NXwL4k|buy8Q zYn>L>x=T2>zJY7ko@J^9xurhY-DM;=OfsCi^bG$j0S45p&4Rdiv$-ykSPP~p{lx{9 z#pfxv6-)9WB{VFK=I9?iLB70#c{D>XpKu}DARVad^22y=u+N#?zT>e`9yvNwMry;Y zVXM6a(WMF05&H+2FFNwttS#5c8@dRfKc}g4P{gw;y1#AL`C;G(nW^I$2ARaf5xDGm zxF$2~#vzU~US#;MhKDb{!qRiM3`A zZQF(`1)d}^?oebzy~UJYNHg_U+b5+j9F6v1SqYnJkl6%XlW-Pr#1vhp*?i2D|CkMD zl#Y!KBKnxFJ{9+>nH z({-N3DpHK#n~+l$$SBT+OF#)tBdK_y2GF$;S}x{6iu&>@{8kIKR*PRXi9$vz=^;LO z@(|abdjsdXblpani4rAd7f`zfQaMH81kvmSaWrCQa;Z)9q;B*JVn!vZF6W0<>+B_p zhu*AR`T&AJeZL+zokA@pMd3He3c8TcrjF8R@J^f9oZf7tdgzJfOO3QB5(^@S5zjhK<=8CHM2aE%-NiI;63R_QE_;W~2F*N{) z1iF@sx7RlDs@LYo!cj2AU_QrwdkGi5@nu-P*{q>7&aA7_lQ5FXvc^qLqT}o=Q5F=oZKNpr zxw56=8|a3Y_9H&nHFb^S{E~zxIrMMZkM2F(!EZjijW~DFTso(uP?HI6d~}b$_v|wl zwT@7s>0Ipd^-$FO_Ru~CI zW#UIja$Om0#^i`g28DhNao{0kr)dHg6J`<-(#+43SA$dY8Pz8fAYxJ&s##%nW>`U* zx}C%+N6CHpOK;=v|NeX0@XTW;`S1SCck!v$U&J5&%YTO3H{QcV=eW$9F1Gv(U%Px2 zo3knIg>wXsi+Pq}ggQbuWoA%3o#G9*jkf{`KMj#uIi^_zht{a;VVKM@q3e@IsE>|e z`6(ANPxc=0RD+^b9lwR)(lSqEW@(0dJC6`&7M{rxT<=e@)LOv@)V=@_|)9qqoa}!S<-^KmAHw$;@(;Y^& zHCyP-PEQrf{%o<`b!tRs#zRn#TI%eEMrq`e4?XGIlN)R+fb;=gy($S{TI%28qDQG{SbTi!~o; zHEhf#V+6T{hX*6vI+`*=5uyaG`6MY=7nPe{)OMn{&{^gprG2^C!u_t>rIpx)rTyGg*OBnJ=<+qmxYh^F3w7WvbvnG6I z>^!)K=brDQ-smDt=1LYBPq@w_b4K!+aa#@4ebS@5SX$~RH}5oKrs)6@{o^CWD%7T5 zXEna%n-Rrrs4m&!{x7)hm)|Yu^2MK5#^447H?Lc+Ru{wqE2F3p zOJJpXX|W(fs9f-ck5H~4!@Mw(7;3PL3p_PmWCBhe8lE0PYGM&HP@%!6QxHkz9a-G) ztA8>Ww*_K+W}5PC_9c!3*UgR z&E6V*>!1DsTFa{#PC^By+0ZezHb)|_Z?2-*s^ORK{F<4j#I}Zxv7<9`V{HSyl@&C* zUA`v7wiu2_%&_A$G^u({HkEcPeBtdcC<8#>=RPIlgrQgsTbRY z3{eZ9S?!nfet-6hcR2A4wuu#mN*2j7zAo$wAl3SC*Z^Izf^+S@e|peW{qKTEV*p$! zw9kf41St9f9UCsy(3*^oIl7vpoNVSC^1w@S1aQFra2-TLkb0xQ&T{>J2n-gQfnjM4 zTc&$gM{)tCbivE*4o0&XqJCd3x&m-k%Xt?qTn6A4j7x8)mf$IboBn z2?#8wD7aSFE*c&4MGtz73pT5myb4V*^Q1Y{^t6&`!0Pli6b*WS#x%{hEPTpx@Ph5) zQ8dTQcCpM4ojNRt39xDl9I`$`a)Ik+De6L?Nd|+$0)-)V1kgo}RheN!XCWSI;|Ub+Lw(V7bxQGTd00{`9UqO_g#Qjj0nTPaWNBC~W!}69#z_!_ zQ*LB3&ZUp_fk)E_Z(#?d2ac$+WCBIzRfAxv)1e&B_t`P^mE}5Ni^k&XQsMQ<+~|SpwLBJBFv;ORa1w&0w&0E^2E&`70Tp$K?PhY zVGKHj2EWREq|~?-@{cpV%y(EvWn>ikup}BhQK0J%JqtPOqxIPWB5&Ql^)bi5CG)x7 zd~}c$$EM_JBQd~(P|-RnLQbLJmQcC4w1G{sp&sO z$3ai^iM5cW-i8Pynm=%TUWfQ?8_eJwV1ikivU-fJ7|{5u-7*a@1M1X09sg|;J* zMS=x~9%(qZX8y6dMS!~Va@6pcxrXex(b7A6cD=IZDN#G24QEfvizk#T|al-Gj z+jTJyqeb&UT|1OCchl^v2`e*cs?>IF_(k#BDy~o$j>ag^5(O(kJ%7q9(CnR`_*HHG zD}GPngNceKvxyYeNk(c zzA#eXZ;E)$+!|`spy=6X(X=kQ)aeUe1$Rz;w89!f0o$^2#u_i7g}(6lDa{W~r=wdWp9si=J70OP(%A2XIYauGYSmnDFu)TO$DHkuIDDUwC ztWp)AYi7)uzKr_&3#Nl-8Uz@2LP^;vK1szFpn5miyMnw|QU$^ggO(z0$*pr%o02(?SWMlp!Py z_tbux<1??mfETW8lLICL7%Q7wSi5+It6(;e)U_`SSvpHyEU&F{nhZsO-@JL30exy< zsaJqDbluuIhjypSAUVk}N$-C5&TVEmFqK^o9mqd~dZ$-k{S?1@O3;aeDUu*iX(iMk z6I0P~^`2muRI*@WE^H67jCy2wqa*Oq$G4furs)5cp8A(S9^EbS5Fpky{T_-jRLd^a z=A7j^D*Q$ko{majl-GVWkh?a7R8_6o4Lmgn=p zwovyQyw8*LmYrUN1BcQdy6f<~W$X_g^M1^WjS7@zy@Bn`a~#JvoKGtn8ug~>z!=UY z4ksag`?Ig%)7PIv)F1F0n2d+0iv&$qZA58*h{IrpK^P%%JFL4V-RaiWC2VeNz_W7J z9!BvL_0BSm9xF2wqh~W2zJ&?NDYsDbpJehtW@wx3F1p;bc2IA3a6Fyi!#nrLu?r1h zp&rbM>cb($~=mytnwt&8mjP9_s9 z=Qg&z1~!F_4idD;oGw$F1G!TZ1EFh?+byt8egRR6x z;r4G{;s5|307*naRQA-LXh&m#3f)%SKhh^tL=8oE!HOU=2QHb!MKOBI>sW5L+0=2I z2+ZR^QT&-Y94Q|My@qntR`9f%Oq^Dhmid}cT-anb$26d$qN{)veMv6aK30>Q4G)PX zOjIVZyn)rPe-Z9_kE75s9Tg=tddvkBJAP*xAW<(y2L(^AsH9qD5EEjLaO|1*0~c<$MIG| zC5GsUB>guPXk_NcAJK8Jv$KzP-@Aj{YQiRCN}9xnGnO6n2S@nzd++1xU-=@t#+!pm zvXg(p`-=gnXl-~z*Y}BD+r(i1fDKXU!|{93%|Koh@P z@z?7fV*Po@OoyiWVGuA4&(gW!LOX}YL=&V00DH<#z=X~d{f-R*DZZ7SAsuB%>wp*o z%WG?R>#fh@2jBmDCDD=zo7?^A|MBPe+Bbe1U;4&Z;EnF$qk}YOQ_vgl-@xNv-^L#|dKm9ML8sZo5}} zgr($9WZF8&6exGvMC$ZYU#r()x0(#D zCh-yu8V#PBkUv9GuXAEZItvk}K&MB^IW;&o=|i8uA02Ta@!@;F!R75MSl!&_v*5|z zBQ)zZq^^a*XwGNiBnX&|Mp8XW7z=dZnVfgSpO{K5CYco|f zK-p={d}aSSqie4+d&>AC_1v>Dl89kb{-I?~oTq903)j%p7byDt((zlIZc1cf1gIV# zi_JaDJ-XCA+qR{rNaED*Q>>#pv1+^;4vvqJXI5zjSmd6Y{$23M&ouvLcwj!2@vkGW z!?Bc{hqs~vM$p&DqRB8(cm*3$6(fu6Y5lu?xGKO!b;x4rNs^LM-G6e3K~3dchpEK1 zW&<^mz;CYLoZm(`c!D%gF<5jO=hbGfxbIIhBN$w!YeM&w>LXhvh-AXYkmDztkoidS z2rKumSPv+g_r(Y2R0CSbHL5>v{r^}w<~LP(30Y}lE7S9Zb(~igdF4geW!%;YRWxDF z1#aG?Xs-zdCy!V%N;K>v=YSg{OG_;2`Qo$|-TX@(9ZKM@im1y^HQjO%@G6?2Q-BGC z2APaJz$y%n6^dc###V*Whf1Seg?6eR)hYp{(}sJefC;(qo$_ZE-ur3u?FH|G(n!>- zk_F1Y?y?pD0R1gCIw$sOo}%X08O-J;O*lMA%yon`vwBW@A}nA{>b)jp)J-)84FZIv zjUbg|(KfM9>R(vZsulp_u#k|X5?cQXJ}9irt725 zo*_Br8u+yNyQEj|w@`k7Lk=rWMe{5+Z?p|guX z9r~42z|#$&#=qTL!O?JtNiZ*BNDPXXGwE3sdmZ0KGah5P=i;5;e9RNyNfg0%)I&j3 z{=q!JB$7D4y^iziE1Zd3bCkYy7EW<@=OGe{^zIIR^v+LFo~(-v6w_-ei>v&e%0b@l zw6WD_pyhYa?W{83@b05M4CfJC{TgTaK{`cSWV=(gL)dR_F7 zPjE6EpxbrO>*R3l^7ql>Fw?M}Q`}DV|99OQljqcfohhR*a=6!zTdqIsn+y$ojB<&n z?y@G8qRU(>!}55@QyZDP6*L^&QWL$O{$7$SLz~)9w<|ErkQ#bU4@j)cnG@Qd?}kU>E>0c zNUthtZQ_VZmtz!~*79_zJPpOImE2JEX)>2C!K-NeX~QBK^DK@r&vGuJ;CZ}hkg9Ax znjwudE!O41XEml_65BD^6Tg|+j#WoK6VdwIYvxm z5o`Vx{Z*9>6zLSqrDcRisq}=ReFM!^Ki|})vuC$sD>NG1fW36S?{iW z2sHgv6;YyS*l5p)6YXG6h_KL%l_chah}`{it*zryBDa_+lA8D1SQ}dy(SaMymDb%-f;F|h zS}LuAudVWGpwCU8gNhV3@JoEA@VoU0eyz@ptKF!n_!>GK9a{k>QN%Y|nd;P3(U2*# zIr0LaDU@XguxAdtiBogxu`fW4-GcpAgB#Z`fAwvA@Zn8vDEV^;3;PHA_`&yog3o{c z(^$QF2`9Hp7>n3HvEM{a2{YLYJ{xk8(|B8bw$#RWFrv)`{SmRsW|$yEDjm3R&}%mE z-sl+fxor()mkYOWIzc#@Vni~$P9 zu5Dk&g$tKZ?{@IPoew#^CFHztl^sl5Bbi*0PY;1x%PSi=w|x~SgAx4J5}x0_g7aJ3 z%!+8HBe=)6l?Mup7XDNtbgIQKhpuJKQJs?LuA;Kli9%mbr89wQlo(`N@=V}hp#>}& zqO!Ir&ECWUU@1(hOmWiZ#ZXlBmgWAObI!6X;t3bNinANawA6e)1Ca0;YUx-l^#hC@ z2GP4n=;CB zkq8$j(ncCg+0ADhN0>vZ(%+Z{#TW6^e$yLc0qSfrdaT{E3Q=LZoUOrJ@dWjyFeaA1g7K(YV{=qQ)Q6L4O>~83t|~95T(|jVxRq;WK&oHBKrQr|#7d)>>4?sRIONH0Pq?VdoRiU9 zO1dJ(pY6dXa00+#JV!uguLKB@xwn=W@Eqk7OM(87&S7rGWyBMCS@DI~TQ3&s;ZE7cIfgCq|Ep(G6i))?4R6kwCl zwQJK&Q@;r{G$M(>?OXS8cpSjJ@=gb$JO0 zmuo^jBZX(Fc^<9m<)@DhH1RQMxv3+@BiXg z7;Ud%*|k^?PEkTsEamJZs3uU$YnyoX$_5(=5m9h|bcmhdAw;u_-Qf@)?eF8wmtMqt zZx`cm#)X?P@-dE!#erPpZ|ZrKHj3D4w{fxQW4YEqXJrGq=it`u+c+ABtk1UV9tKH- zT9~4@++d0RTcgNrNh@z2E!>f=fim~X`>sTREhA?FPJ86l!jRu_M zWsL7V-GpJvG0kvyavH9#3G}n5-3T3!Uy#JlQ!Gr(d ze?mSaO`**Ny3~u*Od2NRF+7_Xr5-m*)NCY4fGi8N8HKGjcuU<2)i6|b)N)}0qZ~}j z?a(}e6s<-NJ2hK^vOR5qw&lXjlt%(xX3CLwsi?@ojYi7FccPnq^BZLG01$<#rl;D) zhGuBcG)?h*6>Uflm*=p-8|7F!?G`dZ4e1r!E`EON4t~A+2y3;+xUyz8-;6)IQ}4nG zeQxUbx}c_MGQ^%IMCQRvaY;NB3%7F$b%DUHRA`uqG zq|X)(vs^-%;<$f|CEJHb1}Ov<#5C3R;QI|ELB#hav2!?NblA_(Zng2!^Dm;;?&9$A z6Lv_aMu$wF)>@v5k70m_yepKhowQ)1IKYIO&C6Ht%s0LQcVmq=J$CB1?P97#&3`%N zl8PE`bn1E8{AXJ8lyR|Z>B*YljWE|SE9B~LY2EXDHbEQ&%H&Gx|5bCZ4`gcoGiAEU zl&VyNIAXE!U{slnwUqFMnl9#J*hcD;6^#Wm4v1ZoWCemvERWH!kN4ky7sn@$c?uf@ zL*-Ua4J}3dWhstM26*p-8+iMRpT|bMtukwA@5n6uJ5-85;U-7VIBfPNU_Xb^5W!3( z5?I=8pWSeUHV$=+W;)@|!^U7TL!8F2$bgTEjk(V;d&Ca$Yd&&EQSBY4iL6#*qgML- z8sdRPQzsH15(|j_oL^reBcB9{l(T2No@w&wH|nUjn)v(|-oX3se}upL;ork?l=E9JFf+izFQk45t$R!d=7fP%_JG&U;qOluF5_ zuEYeB9Kj0I3in~_%zmNVTlH3Bsr`x)bRIpt&+D5QY{aNjPQn7MZWn&d#jk()OZ?(j zKgY)A1-$+C@8Anx{e7&jEW-+^pz7oOcYca{2S+^Jvit@{hdT%rAze=J&LBqCmBWEW38dTI0J|&r{Ob@F~td?(?6r|JlE0+q0 zq^#-UGwHX+TGm|XSSU4>u~AO?)k|1~aTBM5(EdlSM>ixwuLc+{@OQ4hW&-Csxbxnyq`SH;ZzSlyl{Nu7%dCOS@vsxl5w}<2HR@_^s+3_1AE1=gRdwZ+R;`L7 zS+;7jD$ejFTi`UPUU{vj9?DXdY5*70e3oWnPk-_EGv$Fo>$lTdX7KOiiGO;hF_f^JEg_CLk zgX%k$dZ=XXg<&Hbl7-nY%F@$x3I<-3+DO_A{1ZL82*OI=$iCb}#p!cvF+LCMUy_RB0$q%sf;7DzP+v9;qoo!2qB zs?k*6fLD5WLLg9!22Hu{R|;4E5>|ya_Oor@EJz*guFT}9FZk`xy@}0s4dcTD#MGnZ z3AQg@#-*#zDTyBsUsT!<)mfXH8^t{*P-^GVW0nIDQ<7>xix~zUT8#!SUbw)XLSdY7 zB=p0b9gHUv2C`{LKANe=r*&;dG!7?amT|gN{(l4Ol5B5zzOA ztdsF$&Kn2aG>;>#B(7h%ij(0GKYRZdiY^LhM{Uv~tBqBlyJ@kjb z%IX&0eB*O$@JEf+!Qlyx27N@ak7i@h1V`$)91Vl2lSgP>p)vYUCoXJ44arb21KN3n zYsm3gzlJrA#L5uzp&Vi$fn!n`TN&zZjVHo%MT2Go_6skevAhCjYYX*r8}L?EAgKZH z>dazjb=vT{OUT3D@_V5`i5l{`I4^I z^uu)+S&kCZOc)eYa`Yk<{Uo7i(k4Re00B;PAjyYn-x8)g5k-bJr%5p54UG&!x?Tqx z&p(gGxeK^;`vD&8J-{rY7|IY|d$EZtYh6{O@kdiyoj97X?wTYD?B*|1ZFZSJ#*)$b zBwmH6SE=<<>2pMBbeO~fJCBEW=GkSu{?f~6?%crY#s+@VZsXFkuON>yo`%xYY%toz z$-`Taqk(G5S{=Oo^?#0Ym#*V`fAb#z`9vRPwnFQn4+%D?vpILw*3QS!=re6*L7XE< z$CwiZEu1r*O-3;$!32K8=JidJX};Q)x_9h#;o8Wf0Mp?S(rAXI<|^mNKkN^f_D%i? zqgg;Z3q0G`g^!Lz;b_7HeL^M)VRjnmy!Ix#&tFy1kD1v!bIo)x(ipYoNFSH!DUXpI znQ05t%(Uj8^-QEGXKxWTMWYSca`ew+YMLQyHoLKMuC8vrgaH+45`O}RAMT8dJkreE2XSP;alvdD;~1Gnzu;l2B~`@y@odcKGC^B3{> zU?0QdV^|a$*lHolmoN@v>^z#_=x~IsjdN<>u~eiPN6CdmrV|j_MaejE!2rx zXj>Rf$H=?u*jm4cwWU>j``w=aSGN(6dSe`MAwov80VO|3rKe40%;0G>ouhX99)vr= zJc`it>O2M6uGjG2Y+S+8=m@__GlU|BL!KH$*>h}sCin3LB3L8=B0)`m0^-?Z{Jgr{ z+kQto9-ZeasUf6g!2Jrbieuzwl7>qy-~yJ#xfr7 z?qciwGx+T<|32!TgD<@PDoZg2g9E((@eS-heuOAX;kz!@J59`v_Ylsf+*l@gg8uLb z?Rri5IwT3~JU})-!CAWL>5|32Q326ZbQh<*6#gYe zg;b$MmW&%?UL>^xz3E#xGAoVoNnd95@dVlo7_3u#3SkN>J$)9XJ96OyE({~6(o_{1 z;;K{qsk@dd4KeKtrU@x%*;>JAejgi0X#hh-hia_AQfDwdV`P%W6L?}-N?Xx%%_Y+w z1sqWp&*9Y__S{fu00esaPhTIMZd85u7GGaF7gGI)idm)hw47N!#I*41OB_Q*%)3L8 zKLg3C{bPAh4HE~>J_qt?WCr3m!H(2T7n;N zx|U>!NqZcnP?3ROr@ewkyTj3CQ8eNoY&5!*!OXr{0w&c)HUBgb%yo)Qu8kf)Y09pZ z>S#BKA=|5rXB6Oc_x2&8Y=~OJ$8*nI!q)mK!s9&*AKZjJ58yUjyz$28aPZ3K@SlGC zx43oZMjRVF_b7uLiM+QoWdf_HB59;YOj<q13Mr*It$zw?F9;QHD!9)En3SdR*?T)^7;ni@#(9+TmN4?f@?wBBqguzfaVuptRz{O<33 zO@WfMKM)vLNqmz!AjGNOTtVmU9=qAH zTfPN^mZGoFg0I(H2-ju`Dk2A7TmymSRuI5-oBUc-V3Qs{*9IaS_r!;920IJk)*4Kw zBh-jYsR&(4X(F+p2r4PoW&)C#W=ou9!m@~p(^8>K`u=pzO@hnOL*OYIPiR^HRC@T+ zZzdB+*1vNE8kF&y-sDo9q|l_-%GKtl46-Dnr76m&GSb70=`G zk5BkGp-rAPyEO9)N{;$phAJT9%TAUb&rdH)VtM4#VW$JXX5Jdot1!;|6BXc@N#eI(O4gEoP*k<6ype{=_v z(LT`nBy%RoF(CY?RHsr<4MwZefkVs^n*MurY;SGj$^K*3>becp{E@_iSt(Hj*=TXh znjnS-$wDX=OvehH93L?KiZ*1@?vqyp#RG=OO7l{^f(WQdO*7MI!g>BG?2Q%Vwu(dI zSi7vuKIh4eRVm0SltKRWn&z)e_SD9}4V0d^vjLvj^l8#dYs7PSV(m)Rpwjd*r>Q8L z1eR{Ayq1!-+c#{ zdR?@adf2%548HKWFXR5L8<_4rHObWmTpd=VRKtGIb* zj|(Q6aE)dYK4U0;Q)=3?bZS1H%uW!dQ!acG%SMYR@NtH{#}Ba7?cz}o;*gAHJ&Qr@NI9*tmk2o}%S`DZ zFE%^4I7pB^)5V}Ak?;Qo_PozP#iv#_vF3O2D2ebW7-QhXm^lshOn4qX`a}zqDHkYp zOK?0Mr8DFNpa_-mO#gQLI_kA120}1v;IziyxWO|?R0#a$TYrJ`6NwwU5Al=e2-9f@ ztKPs%ufNS2P}&RceDpqA-4-@l0(&R-@bK0x{KdU@5jY;E^AMBcJ|?p%8|+3L=M-R0 zKoR-Bs0R{J5MVgyGu40Z;cfil`~MMko?-vVBlM4UF_{i=GM!_6$-#@C-BuH_%9$W4 z|27o*qVisoGXIrFlMYy)xXFBqWKtXI=0lrL${ z#DziXqAA=NTn+QtsKDfBSDVo?$RqN?kcxp^!C@waO;jPtHpaoSr289ZX#$y3sp6>^ zEV5Yp!`CAT<|^vSb{Tlc*g&eb`2M8QmX;TzEV#-ktfd)$=KS&C*1OD%%i|dXT6Ye2 z@xn?M%a+Y@zML2e^uDWW;q0E2e_fvD8sD^vRYN};IW`7lUKa$gx>@C-mPrSS#c{UW zqw?DqK%45sA7&z5X#GFwbt()1EkUyjfC!bQ9~DMGl|@im;xiblP)7W|Z0N?(b|A_7FZG7(2U*drVMOjj_MK$N0`#15o-~CIx^3tpL!sow= zci;OJe)NOC#-%jIl~@7ymQL!J=`07@i}xk4V!O-?YrOgzF24Ci<&vK(uw{3Dhu7)a z>IQP{QcgAPyTAD*KD_y!TKm9LHEN0Jbw{4#%B3q^JssXBUIvNCBdBGV`9P{<@_H zx|Xh8U>PBSVi-{0U}z|3?G=l%sgiAGq)zHt&UM<;C-hO;@U>*QEbb!CBL z{$0ra6U;^vjKUbxD8ZO$!i3<}+gM)Sz{S;dZf@8idOG6b;#YT07Ia?{Wh_g%kW37N z%D7x>w{U4?8RyqK*n4z@$zY5};}QCaU@DsW$5Y4-89%^95Tyw62p&zx9Pr{I!-HSF z_e;F~%1a0aCkjy5+Jb`_e0zW4Hb|i!UJII5taplByWAE)KVQ!b8$^|Xzy(hI{mI(PXH9Ih_(>8>bW?wm2NMk$sSQxsPQ+nUA+rcX;D>@ zldL>kikebk0GOZE2VR^@1erDmlDVeal=R7zs6ZTNqA1yMreGD1s4!aJZ+X@1x*eO_Btw|rN%?*`BfH}GS2XOYVFs%+L8aJU+ni{3?QPyo@aHG}2!BT0=`C%w}yS zoR)1>7hd_Pbpa%lHP2NCtoBZj=AD{Q)Wy6Bhj{{jPM(WaDtj3i7YNMM;9x3 zrsoiL5woUrsA^cE-n%6O0&{4w__%WQ63(4n7nI0rHbk%X`OTa7xS4 z5*!`DYqt;|_vIRXnJQ+;qHSRbwm2L!$zt9P&~!rd@(3Gogfk0EYCR1mc-T9_PT~Xg z0IqLisog>+nHNnhV;32JN%mR?HT=`%t9TJD)SiC^M~x7;eGhSW8;85wSnhE4XXDjc z9j^*9o=ZGv@360AKlK#DB*J0TM~}=ZN}5E^r}s8n4V&o5?22Jgrj15_*;kIU!vr@T z+{5RSBN<@wTx0SA8;4rp;m+qDRkvYJo!Pm5ozhq0mwrum`_sjFmAd;?U)5s>m8dT5 zD_F2Es%O`Um$&Q^u_HrKVt8E|fhr?dXrB-oV>@oBno(5FKy9`R{W>&UK8YL_Z?$sI zo6R;ZUwj7jS|8bn2op=r(OO;7xFn$=%8@_-V}529ufFt}YHnDcNxX1|?XAaHTf2zmg=L&uzldk9T*G{O9-wX0TLf|16Wvq1n%lj(8^Hjm`hDm7=LxIedwvh;O9c-^dfI`|DGd zFwydKteV3_nH?{7=J5Kp>&ORv?C)%$UGreklWIH?V{}TYqc}qrDdsC{9ya3jMqTxY zmKvJgyLTVGUSHljQGT9j#$RM%VIIv!vtWEt61Vy20mj3gN**%zCS5ice4wTc{+?!jIb{G?seeu1T>4(xB9&lmMOweqh#CkL z?|=gF*F_gEKAUkmz_KCWlqqxX#0F{6_LnS9H`l%-glnZ?@tJeq+IJL+T7?_%OiWHVy%6Qy)?e1s1^`~Xq+ z80}_L9>UOdCA*T5SmrAe!keP_+Eebg(9NJW(9&8j$(*+Wh3vRF4xY6gVu$Mm>lgQ-aEjVwMz&r4-X&Qg2y7D)<*rz zMR^}#K!1k-moC46!^3?%xcjjV+AE(AbEz%;d+GwSv_6$4Op}-1cq|MH4#Pa^%9B_& z&6(L*gtZV}l3}H@2q&mx`>2PY(H4!q8>#$fYO$!%l3dYDJsWgpmxfvzOsmva>5D=7 zRIN3OwbdoKc7XcJFQa|^vfLkP?8SS4lzwtGlBDANt?sT$YH%c;q}cex_rg|-$7?4{ zmC*>JQ6$4GpY%9e`v~NU9vJX_I>1kV@B{RZkL1uDPa;hAcJR@AKf%G?Ax6C+++>89 ze~E`%p5wju-^1N|-@)42nIhdmJP|S#btr?3d<^71RH~R6td$5W*S)Rd3VGp@;ZViP z+3J}Q<^#P*=-?j&B256V5z{HeI7cIrNi2Vlv4sxNH@^nQ4`n^kSAeMtG;)m%@>)4S zO`m1b806p)s{s$KW)16WYjRf5pM!_u_U1$Uzkl`r;Gci*<$^(AhBLF&1Jd_oWdTXI z3n!(?Y9RM>)omf9wmD9);M5T|19iRPo_y|XuPcuE2mLOt&#&Q`OK0%Yt=ky6DcbE8 z0>36r?_}J^cr-*j7~<7Ih&Ou)JknriTSD1SpSgrlXklT04=p08(Fo(bFZ&(WT92B$ zD8l?)2d)#Mnb+VC9c=XW5Yscj*77C}Ei-inlQj}sJR_!ASLIh$6f-RDe)jl2-tFyU z#GOh!16Px60tgYE1s?LOH-1~8gF`JO_Pz@S%JyRlj)nETNeCd>wY3LWl8YrK=(}n%1`%zhM zhWuQn3_hhXsMHf?xNHmCA(2#)Oe3)7T=G3tV`MbfwiTFABs}oE({Yk{!5W!VM1sQe=;#1WqU$3zK)t@OO9|vj-gv6KBX~ZI zMnmlG?BMeGD*{%TNeKUp5ul!@*c|82Uct)Jno#_k^#(3nehxo-cpF`$ApF+Ma~!8C zji$!yKo6YU!L4Y551kaPkKRLP;{jHe&*JKpYv}j8`1G@%VR!!t0ER$$zh>v=aqZa` zr4QKN+`z`h10`cMERS;fbn5m<(pxr�D z3!x%Mmqe5a;?bUB5=AP_U~O>;UYv+G5LujL{0$HGWy@&KcF;L<7SSY;b3WDHOO1M4 z5=%1eRL{ES^UpuS5z%xG`EBJZ#GZjEL+w^e&V2D@VFJNugw4$@>D^3Zs$oiAzH(Vi z$TQ0mkR=hRwBF0eFyvk#-XzdnT6JD*P3`?9QQa29!Hq{m{QL6$6!Xe1o_*G>t_D-& z?qs&CU&WkBl9VgGAW!V_C-rdb1I-&iK*u`&dhJ}XiDzhYfc=Hn`vCGUk9esEu= zDX1i(2%|ca_bW9!dpwbqOJ24@$Z2lZXtc!Sj}P#{?jh<+e(L*N(@~i^dthT z>3Lv#g^Vu9QSZ%V+W&jEa<(HWd*U-(P#^QFB`3) zg>%!&Q_=eSnMM_%>Ek-`jlX8m#l!{{)=`?4&AirXi?gy88x#el&K?)4f1Vb4F{48# z(nSOZl`_F>0#+dnvBa>AF?#fo*xh&_{tO&aVP*#T{sGRdokK*{MtoKbA8WO`Ao0CH z7oE9zM9jC(V)O?GGNj36)S;tgj5kJQwThOzFuu{lkR-ug|5&k9(hM^?J%K(RJlML! zWB9p^g@!^Mnsf`NW{D<@wlZts{qfiL}HxY1AuI8KcDzPi<;Y$W_G|S~;LP`jE(l`ZXD;X8~ICrNE}Qt3CQ>ITJpci7+F$>pEo78&-WTKsNvtuG$l|mXpDKIl3%Dq0vZ`5GId{CS(Izu zKYAjj@XW6M;)~n(WZf@LbK^VW4tj7Ne}dF=WMIYnw7~Ep+n2xR&Nh%8cF~BaeFTzb z4HJ77i;rX6+uugbvCvN^xR7+v><(cKDPzdQ3nBCa)P&98is9%&>fzV22IfYIxGbaH zlqg&G$~sp5@wc$|KmV_oNg}j72lad`dmP_U&33SzX3``NZBp<yr-UY=pC))B9ngoB)~EGBeem;>+bKE^{%Ou4uuXg76R5?_=Fp00T+ zyLndG!;Q2^{7hU|r>(?=&l06D^hB|AT&yyYQmi!IpM;TAr*fvtd!x(*3V5ZIKNUl_ zazG&LF7BzxM0O)(8p`*O;CM8^xq1!GP$8YRmSg1=e-@D-B9Os;p{=zHV@VmPs%^}Y z*NFM!DPgSm_T>ey%rNYx{_xaS320Q7r=d1hqN`8MKguq?kR)0<%iVl$R$x|nVJcQ! zNpT*Z#{E?7mT7IS0u*?z2m{x#ME=A9QBDv@r_w+>s2h~8kbFQlkjCK5eBKib6!nN$ zg)@Jyr9`G_l6xR>&p_*$A$#@F{kxcKZo)N@+t6ltiEi}RxLRreM6iXPNuS;P1TQ@Q z0@l|qpg$O?CO6A*u)i;VXR$Mnc4HRxFchyV&v9|(%sD);eO#~-EYpmP$bJqqZMX8w zS{Pcu*blJMTEOMY*Ky_Ib8^o7;`2|idvJhB%(=u+z(&>__a5BC-od^esMy8MVwH=! zxLyWaNCoJ~#e6Lm^EGqVYz?5PzaQ8hT7FFp*I(!6wk0fqcKddxTEv&H64%LfFz&tfEbDyTnW`cmx=U~CDek!X5=sLp_O zZa@RcW?Pt_qsb5s8{X8y{>~v578g*TU&g}PS#0h1gzBHAs#c?3-xN-~w~Uj$clVwc zzq_uZ_aRlE(ImFnYN~oKRZqc&cWWx!!3r(dkptXzEl)vn6t?ykF)es{K{2&$_~V)=CRG2tm(W8@O^X!Wxd_ zB-gLOjS~!_m{flke%L_0-a?}>Bj_b587u_v-ue_?IuxhwuAq8UL8NGV7A`E#J1rgFd8KyB~qeL zl+I<)>r1mk04^aqr@(DPE^~h!i@y%3)c#N~b1Zi3~zi zqc)M`0w55yRmFTY>pm7*HLNdoFxPD2gBzbo4`Y|5h8{p=GBl{6jE_-KDB=f{=4 zTq72|hmBej&00gI!i)pkPbO%!<}f%KZ(H{)Z@)K2HvS`(4Ous)wjfOIwCmWbU<01Wg6h(2anv-rcz;=HJ$MFc? zfBzj=|3`rD{o(Iop))JbqU2F~o-}N9f2FjA12OT*vGwSO(@fDcX0oxR#u3?biUAIr z=roCSqp72w3ezKn)=QzKhjeB-4HzWM802ehmp%}g;1G=>j5%3#9NE{%;vmvbW)t)4 zM>23oWCG2s`@BfNP`)Wln4lTw_y6jzFdB6M-<4rZFB)Ua;b`{=N4;ZA#sfr>{sE+3 zfNPg8;e|`jqQA3`!BH1;^jt6qsg5u-b|j+rOq9u&FlBhJ9BmksD{?HG4zs_qAf@z$ zW}BX)a^$%Vb1mH<^3LfoSzs*AR4NAxRW&$~YsMo+YchSzr7&I(cGc>Oo z!FF>&rkd2lj$wGD+9nEf1DK8ehXaFxBOTp~30b^Q4 zqL?5&yRSe09GZ;=Zr;8n`;0VMv%$*L_wlS^^GU-@c?~*>XGzgQ*ofd|8R|}mw(DY!22zs&>T!Z^ z&dj1k_DY&#LdjBY%Rtf61+du2YF~%U=u@?)foE=Srv9E~C6b2JW&)BIB5?y{c6AcT z&a3w!_oAOJ~3K~yTspa7+c zi=y98NfWMqD%N9HFRY^8UdNf0j{N<>?h`zI`^U()x1~OppygZ{3tPsAq1ek+tYwsr z@o@7#5=_vU@2K^ybJJH>R^{9bX*})Z_~Q1*xc~4zu3oqZYvU1K&Qi>i^(yDHD>5%e zU5_aDuq@0v7S3coTGwC28{hk5v}(!>j?L!M!V*@OS1~)YfNuX#q!T>j`=euw#{>N_ z^QjAxPhB8$f0UO7ueZe>L+)u@czsMYX0{_Hub~DW^U9MIYpr;y_hn1J7#qAm{LysU zMP>^aGSQv}t|V}k=7CmjR-4*YU2X43bJ&qcUu_l9rjh@F)Vq$%byf6bWdRg5u2rU& zWUAL%Us=UVSDrzTML3`@h}1s03@%2Qg>%opB1s#nMpIrRVMs&1x~i9HJnY)oe7K3d z-Tfkl-PB;h4rn!n{c7G0Wda|6^r6%-J{cyd^08oz&eu7+wk}|fZADrZsFN%lMY}iP zYk}~az1lni)p$qEgrq^>mv`^r;iDaReqAKcBKb|SA~xOSTGzV%EY)zJt)69w{ZUd3 z%W!IkDEA4gU`cD6azR`ndoWoRSxqH1$m`lAcwEdQ^J#Ni^QBVQk|NesexIrP5=V|a zYdNKOd5B5GR1g=nunCJyKNhI%a9-%dE-42Z{U;K2_wEODf9z;u5yDWAyiT z6(XuB7DJj=b-SYZh=xPB&bZiMr=A&YQWI;+znY%f#UUiqByILjD(T}~yjpE!7|rD)C}zBKppZQ5d$5`8Qrg z^k)NX^?rgV-P7+87}~%iSDCJfcWC7VEv8BpqWG!7mZ7PAMbrDVM}QmEBv*w=uBXn4 zM!RCkTaU%ZV12HMgQbo%GlQdJj0b8!BGb!^x_=kGHuU4e66*&w5N&J&qxK4pkM03^ zPemY^DLDraiDEVwlV7qf)*CbU-do?rbIwG^`DoFp|=q#V0>ymv zN{`vx{jU16qLkK23i5I(>eR$F>R4zul(}W~9akoxkgV`j1~M%E`I>ZpA5Bsm93RWG z-0Mf^_9BFgStN~E%;_KoD14UVSkb*W)h6oe+Lat?eJ!LwfQ{SK_V0ILw`cL*-VXNv zzaQY{m-q2|zyI5K?bTQ0Ued5G%a!?^GCZ^3&+_Y8niJ(Yo76|RxQZyx|W)kp}hu&l&rbILWwd@dcE9-Jlb@z8=9rHc0 zIEX}#sh$T8-}pXNVt^9fkUH6HHgWIfO}zW#AH#PzNb+zvp5S0K!6darQbI}=pRGg} zXjjjy;SYZEH}UezuVHU@4|i_e!JB7RbbOhBY7(>rt$k1ortbAQfwIM%S91!!;V;On!O;4zAl@+}ug9&ErG^o1&)Gk$Po35(zRb?p800}S7O z2g}kKrm{gT&d(tm3~+gzBjHeotP!pquO>Rw9*aGi>&~=rY4JSbag6*Zg0+;w3ZGU{ z7-wQt+`ZPG!*4Y%;h~k_FTea08(xAzo+3#UYQe#0EC#zadU1^IBoSRInQ=TPeKu^4 zLZMr&7TT@0W(7qOVH%Bx5<@Bb2BUGqnrJdpk!m=C^yW4rASW2`+4F(SH2r4JF@=vd zq%6;rywIRpm0q+&#!x}RP${XaXOH37mVOc^uUE-nt3b4QDIHUPT;?p7$6Og#Tby&n zK2ak5rS->YeKm^y%NQ-in46u!(Lq}Dz|hQ#<}Wju@yRHCqvZ7 z6EtlfXX#w_O36!k1eJx(PmlTPdNd5lS`1%HDKM>eglj@K%i5HsemGS%ep zpGKPC+<1r?$4A@svFPSF=eH1M31%%9mpuoYjV56ADlkRy11rBMUE8O>%4Ww%RuyZ^ z*K5*%7?mN>)9z<^S724_HqC9zw7FX0=C4765>!zQKkGKBF*rQU5(Gg@X|*jipkdA9 z1&$2Fxo_W7D(>27Zq%_bRf zA)0kphEuzHkMMBgE{3CFnb?35FqtMrl++%fu_uWz*jR(GzBpOyno@`C7f%2Y{R$fJ zC>SJqsFmvV$DuIa9izL0oD94~>h--WQt{oz9m`8bhpzQ3@xD?EIMxxLv8K2iR&1i3 zL3jlNf{AQu^`Dm`v0NL2^0_2)(ZdT@uHxF+b=<%8shkzx3K zrNIE!cdVUPR?evFpXJIZkn9&d_%ue#24u0cY^u1Y=8Q1Iw_F*9v+n!&;~V(JjgK&y zq&kUB0V66YLz@xXmc~VGVb-#beCp zU&<^w!KbAEl~+UznMZtma9j+0JvPc(`~YX}m|orscVqueZ@=lkYh~ zdKQhnm_F!2G|O~`af0EnCq_}VAe2Sd?H!~0=%FC~M45tmAPvWHuZu?yA4oyeY-B?1 zsLb1Ck-3_pArCSW5yX71(x`I*YFAxH<$`ItjwMq$I)hRh>ge^7=}3-Nt%+x^Ud879 z2jW04kv5hx$}qIUR8O2TlUtu_tuFP(qev(+eYsYy(w)0GvW0m}UV8!QhaVw3+|$|W z$_TA7GXr~fONJ1c&ev50RsD&law@6|8v1+xTfPb&Sv4*vk4*JIfJlWpEXc(!yP|JrW6H&+k#P`pi*Unr_Vh3@%gS?sH;e$`~bD0%e zebxE5X<2wP?BMt2F5k19QDQ)O$Hc` zj&O9eI~7GEehEbCJO@`-mvH^!4Az#Hu+XIT?1`d&8#JwgoK+bbRB!L>?PGp!P8z~n zw|{|KF2xixGAUeKbde4d48{}mqEwo2P7^8TA>9{R`>hHG6ckw$Pj8M#(Fh-9F0NcS zCvuA?2Rk_Y`5|t6b_?J6)okrQeQiaV#YjY7Su9CI?W(CJsa=+i__J(HP0W>x zDVuZ-kenjlSZVhs<5;H0eAqcrb@YZ_HvPs$TEF*PF$d_IF&amLyw}^a=qxV7_Cpy2 zamqdJ_hcQ&bUM+|hY^*E{#zVaN)|+r>q?1$zfcj8VD10iYi(Nd;xsLgBL~oaCuL4h- z?KrYGI~a5i<$zEr8@VtC5=pS2VL@Hcf65vxKM+bPwbTvsK?pkQ0rh$1!Y>MSne?D=!J_2pfRqoH~oYVBPj-=+&z1^+}2I9G}d z8b2`!a+N=w~sCvGgjH0%D^W>*>qEy$L8Png|T9bBew(J zV?#Jr=%J)z&|9M>av<*2z8h1e1T1J&!b-)Qki+UI%5XKQD+K6dz=?hz(-Jl_$X16+ zHM`id%EsR4A4`7^OE*4QC3;Wkj_o2XVEW6*^0NH&doqP^S-E`v--#BrJ!xIh%xINAEI<~hE}f+z;g=td>el;#dx{E0V< zdc($C=)p}UaLGRE9b-PI3HU=#5K8EzjzliC;>9>7Hw{kif;c_($ThBc+rxa~A}pd` z6cPGsu8nU5HH0L4(UTyx;3k$r_#Fr1-XSKPOdF1tlcM5IPRZMUS&d@A4P~88Dt2uvA@m_rV=iL*@>KlL$x0U+Bk38K|)_v24S-$z|xv z=IY+&79L2w1Ti9Y^w=cR>jT;w!_E=`1k!hZjO=GWQBAQfE@g=0Du6&xRKjxv_N3NN zrp7^ebqg>{q9W-~ales_Jf!iAp28y1LYUO5c-d4|9^VU7rnG3Hh|Bb}Yk!}^Rf_{N z7mIc%NniVPm@n8ECf;1FAzRb^rN1Bx%hK`3l_8JnQ&b89Sv3vILK{v60Vq&PSwl&# zWM2z2bGW*;hI}%Vo`QfJ8Qg=>2yU%~*|iG@=jL(P?FqQZHQSk=LvyAj%mYug%>owh zJlPSZsLZ6aoYJkrMC6>p1Fvx9mEDvX_8ZIPFtoVzl2Nr%YKEPjQ``SW2FPi>xSYDo^ zwjLH6LV?Iws-BU0#iZJwiSOg`rAs)t@rlG5!|_xh&t_0jZe2Wn{79S}B_lnW;CO!* z_0?fuCZgNY<4p_;lC60;Z&@ZqcW%?)gU`gBvVJmIL$Au zAlQ6_gY7M$=QR8}hW)-=3^D|0R+fj>)FuE;v8jnknnL?I1PCo#sjV|zfa`2=W&W2T zb#0YFnk%Y06Eh=An**xuT^fH*?pb8f#eY1G;d9z9v3aR-=qI%}@MS|Q-NxC>sG`44 zJ+>I0SqOLtXSryyQyNJ5O^NGr48kFCE&=A+G|bqP;*%3giS&Rj!_(<-x36-xbZ@6HTD{e$wxiKH5Xzs7W;63XQT@sIRZhI6~#nFtJN&TFq?m zjjdg*tt_MMW_a|A_YnFX_O~}>FtxpN56L*fOnU*t;Sl>r`*Kef7T0iec!>SO9en)B z``F#zDG(D|Be;AG4#m#28}i&W;sJt0WxAV4JX2)nC~2xzrTC$4oz!3=qjdFc&RtX{ zZ{m!b;&?E?QGbXbi+^g`rSS)b(O8g04)#K7l}->~b4_ofW#iqJC$XFLg*IBQjpJb- z{oPIc&0qg5e)#<#;tziBckriw`bUyjVHp`qrq&>*qPaN2>Yz!>xLe!B0V#RLGQd=F z1pYal*@ccQhNIdj&^5?lVUebCb}2)NC!$M>Xe7;DX z;vq*(l{DdbuH%2oh#MB>qB9IbeDJfM;r^F*!oT-2hq zQJYyn9^|l?w@i0jJI59V_<6F2HVLrVO>07K7Dc@i=8Dg$qPjlWl=l53sv__tAf6k zXN?$~HI~N zSH5!q*SFAMJ(jBrPbO8J8+UR#dUid}ux@d{;HiSzVADJ^^Bi?j`||{T!BA9Ft9TGdDznHR1Ny=+%zt!IJNJyDJmLM4?#LXJ)0=>m>ZCr zipNGoMw6Xk8^_FBQgTYmDiUDIBkoiMGW}&$jEalYn1TQ@{jDZV=9hits*Z7Tt7yn9 zoz?CX_Z`Krr`Mzc#vEHUBxGI9bRyY{ZA}q}tD;efxRQBeWoZ#zX^bLOx>#DNy$YLR z^*OU_s#dc!+JBm@X$!qWy?t8`)zzM1FD&BXZ~p-{TnoLQybC{fbaQed>Qc^C7i%kP zc;@Ph(t>_@?+ZNMdWc0PdbMXXd+``6D{C0`2N;cqsMTxoce}lPM1vt3vrF=*ut8G; z5MS;O&t`eOkg`czY7=s3S=);S-c`Oq9M;D={+UCgR3}N<#zd`hFHR46%xT2(S&!S}7A9_}YDXx1ilF4sve70eW~cJ(m1`e*=&D|qYjBpyPBSw& zJlMu)IFvd$bzJdc$h{U`dE=Y1=dtN0IK{@jJvXcR8%wb`hS3m>Rv@xtsiTsKQ0bxN zTzr2t&uuiC3N*?g>w)rBOB?+{`_8d`ICt(G<~nm|v|2KJmL`}CnOuE-+0$*iSbqXI z>*o@cVR11O&>$_-(~f!(yxM{?iPq8=0!XP0dQ_3Dz++oS(`t=B2Zdz5aSyY~vtw#o zFe{0m9G&bk8?%{(>vjv5yZ|e9h>Ly;XWbfFj`GmropGZf{%;vjxw@V!k^YnYmPtRU zzM?su_`R%wgP;bRK%%4_ai~{UG6q9|piWjHKduy%4jUf}_zJUKBC_q%jxhPseBRfu&x=tBJNE(I#1*51|n#} z8=&6DqPRX$ESs z_;p_jdNvo`qhq;Fc5ZYdDt3T~DVtH{OscjK&k2MU#A`njI&uvT#xV|POckrit0D!& z1=5_0!JUV|4Q1mQC!;BU0IQ&*sr+tEIz2WguFmt$6*4|%?)fA^6r?i6WNkDYCt?an zstVH~R@deQDIITjVI9ZPRIsU@u|2%hSil>NWh733Pn&bNKUu`RhhHe^iJ&ZsdB6e9 zrSs?U*3}pBJ$C_TygHujZsYw2U5o=@dFtS_T*RA~{JluYQmoA>i@W~$HK^J2u#7v`u&CMOmbr$gW$tId~(oZv`?SJki z(L+7_;Y~c=+>p((9%v&wtJDI`I=*zI} zwiMxPn2(P~NQNT}iK=sAX(8+$!EMjNtu@i< z%wrtZaeQ=u(I~gPfR46O3?y5gS5p!wMrDjq6pKDz%4%+y%{FH0Ey+{n!N9`75(ir9 zzbCLn;~op;J&~v%U4#-rF%&AYTfZ6~oOW z6P5)X*b_U(AQ|AeH^RUFcmEEreCwNn*vGjZe%h+yuyW%wqFupBf7gvm?xaedBzwG$ z2O=^;+MK228?8APqrQ*H;223BX#>q%%>4vuB-)aO5;^LMuCb1k?;}b?kH>C z0w5V(I=9ln@!k{JH>HpsJD9V4ggJc{9MR)*eLC~AXnf}_jPGqA-ra|NaESAZ3rMI# z4P3Zk6LXo5%_PB>b>M$|`3;=SErd^waQV3x(Ea#hSbJSr+w?i$`<-uinB2I5-T&?X zLVK8Cva^Ta`W4icIAggk~&5lGTF*^V%86FZ)Y2B zYQb+e;MIIt(^<9AoI2u_jy^Mv@W#-t^4+E9o#FFNqtoRkZTe;F)b<5KTdn@jsmQVt z$pqBEz=nDn1#21UuT!n6sxsmhAswN(nyil|2=mGYl^cMW??~?N!7^ zf>Md+Y5|@d)uq9(ZBNc#M%9jT6kaKj3=o|nLYB{?LjF^Q9@&awOgi)vqJ{Ji;4t*U zMZ_x$7^NBdd4#+_ky?ad&e14G>g8yixYYz7SflYXM2=?UPFGpy51-%}InP=9r9+pfO%F{yvql33Cuh91vc&eq)voaR%#PerC zudBQm%?Lndsi-)SC9-+3(gG|X^T&AWEMwssc(-5>us&MdCWdVaj~GXCyIe}ik+uH$Rh-@=X0KE%!2H}KE? z=wIUQmtSIY=Mi3d{uR_~E&Sb2{szDJ{3HCUKl|5kEDvAY{v6%o1HAsq*Tt>=ufP9S zh>{_G_c#AoD|qHXUU+>^{M#pWnd4jXT4xFG?r(UjlM`e`TSDy zoT|viCQ}S7w*X8M0c{GgZBdyj!(mGs{n^^8vy_~eRHYF;kN6r+2+tnswObBp%r6t| z8?v&{fuF>0_A$#AZ(`v|YT z_=2#B`bP)S@Iw!O1??uY$TE^LHOO*`y*n>WSqtMo{j54Rjt&m7xw!|w*_0ts77fLq znEM?|4G$`wH03Vlsjf|)Ju+f43tzJWjDkhHGdaK$OAq7Zei%lW8jI2F{w#bvZ#VIB z(83$REaq)Bi1kDQUI0kK$GEFl+@BdQl%Phr z))(sj#nRL$nWS18i8aVSi_?T`wXu#CQFLhK7@R7~udAk5vyG-qwsJwAJ(-SBgCrX3 zip@^(fD!t*Pu_~-xPUx*_z zZwjZMEClGL&d;Rclt%JyXq3f)iJB5;C32D*U2X)ssc2y1;ZVglHauIQyBJ4Y&Wh6qzeAdOe7SbR=OR)H-8_mT)vJ* zFG4&M!tW1o?$!(Fjy?czYswMYXqR%WVUr1-Yva}DocHy@M!@o`Pjq z7Xt8z0h+o znOH?pU~A14PSPXI>5|*xA3%Ec?$!pvdL6CKBHW;Xx%mYgcMmY^_wdE7oA~19O!s)D`Pk!+-%D2)Y1_rvCgwro1!BWK*h>Y z8Q5w+;6WBAY!K_Hw`attrg$cDrI|;joR>K~9QL|MMgu`vIFwSaZ57ddwr&)t%jAAS zhxon6oA~5|_t9`e%+0Uj;MV7&!;)b|@f?@(8bibEjm9#pWXux%6{rt>|NZxH`{oz8 z{MfQ+xf(Mdo7p$+zpf9W`BKVeW{>7o6 zG^(s7KaYAlapL8^8O2EW4-aTb)5r<~D&skz#@JBtGL%SI5u%9;pB^(ofQ;9y9^f~A z4`S~TJXU}8nvm3CY zu?%z?kt3+UqL*R!Fa8p??_zv@9gA;%4b8=6Bn%Pa*yaKg^4L%9cUVsgC}s&F6mwzdW%= zm?8G*oz0s1{_6k9D?dfCP55kW9Zi&XP36ykGM&SmVP+jeQx{Rh2A7mZGpV#sQ1#8w zBCifH^mTG1Y>hQMiGSFU~9=v+2BgTPijC0l`u52GKofx@(g>u17!Oy zCLG+&wGhyFt7T9{;INzFNxz4$qphOD^w$=nkr4?a<&x!L#mJ9n&WaT8WL-Q+$6|I_ z^IS=uu!B$-T1}pV!vVHN2UuWK78!&Rvzw}+iesTYN294RUjZ>0qfHAP+bVR&yiWtq z!9%{+Tn&<4GJAX*^*|wR?(7Ww`8sT8qLA2A*ZQkgcr})x91@r`KWl1)1wA}Yze2WA zexHhAgG8??v^Ou3Y;tS*nb5SF$~#gGo*qHVIYYLo7aHd{3kl<1#{*0V2;~ZV%JR6- zGjoug7mSpA>N(6$KF3q<-zpHrr(LSD`89(@}Zt7}rHGpUR9*wu@dq?V^Vth?XAt1rGR=QHS z^<+bR`V;Y{ICfn4PCN*l&K%7>f*`5;ZkON#?%g>7^)DKYD9N`O0uI7C(xRO zl~>ldUMES6nMMuYe&co6!>*j~4%v?Ma={oE*RNpVrPmS8&Y?TdvEj%iiHmGT?v4F^ zPk@LZ@Nw_nO?-LxuE;KZW7wQdguTJvyLK)>Yethf$C8*>TSt@A)H&DvBCqB1FFcR1 zQAavS1eB5^&r!y8iXmW&0jXlJnA@h!&`%7Ma~+lx=}XTX@YNA4J_7H5oRfV7#&v5UM0`wp4ZAPyp)IdPOyNt{0=&{ zgC++xNuqn@6k|)-loISE6Ff~z@3fQW`BaqONl9B_Tv()ytAwj)q5`Jg)%xxa)dz}7cV}K1B`I+peF+Zy65ZkC@ld%;rweG30`GS z&y2G*DLRRbBvM8-vHXQt=pxjpQai$IXSyP9Hif>2cuFfxtI62YV%FVz}8E2!hQe*X`#yt<0RT{=t#7*GSu2g+5Bjr;^m zBj7TYxEEMxH68V^P;L+?Q%2EfvJm$id3Ywnq1p&^gjw}q;JxVg`>L@)rl}zod~P(3 z`mCH-H#`fS6%I)nxba{Ek9vKDtPvdy>zHfKArO-)MpMM-G&@*s`TC5riw%a?M@&Yb z%noH3!C_F~BVYr^2`3jSW760FlV!lClE!IKD(g@M!sqa70b1vlF=ftE}xn^i+%HFv%t9a?^73EdHEK=xU*HgYk*=c2HHv_CKpFjp`yHTBX=!{`=dD;9dH*GmvQ&e7n+J%eF1gwbHiO*KZAoK zW^W(M#wq3~m4hF7xtW-Mn_^j>Au=+&1}saNqvh#D8s6R{f-CFC5&btM3U$vxp9qIY z8q_e(daB8ZekI#Stu+rPtiy>T40^}t_qqt{O|;r`s4-%UG8bm1Mo(AAx6xT%#qsv0q+tvtH`kZOWVxOp z7>_V`=N*hMok1<&vtbUTjQmvOK?8nk4s+jpOJb<_2@XF09PVI*8U#ytjaG6I`q^Zl&6*YqbfU~(i&T)R@F`M z3043KX;hVglw)g{;qKlDj}BsuV*V1>d!TssVCEP`3X|uhKHt0-)58H3ADPO2SJ=zs zSPScTXbrHRDGwf^ZK?Lsm>P8yLx)`6KjkC2(NyX)96AX|)r&epO*0QsICnqgqot~0 z=e^?jx5b2=Y={|T%9Pc1u;6&8ixyh*H1zvd`?Ov9%n1FIab7m|CNa8Mg05}jiA^t! zI@*pa2wZ}G(JEPxaDVb96&k(VKIfH{ZkH**c8b4Su>Ae#x1d#(Zr z8co@gTe^0-wX=;M-nuLI+0mzq+Us02eIKv;Ar^gG4f2?zQWF;#K>3DohOEs|}Ei`+sifWJgV{7lSsbheoRDC>lz=pKI?RTT5RGKb!*H zH)!@(ym`$C%T5?rmylJFO^9f4h~d#bW|r1uP?d{&{Xo@3CUHvtSUwla%d2v>-F^5a zMxz0~{^oa34;v~CC|8Dg@{@(OofPRX{Qr!TYc*#S6E9QGiF(j88LqQeXtwJrewt@c znh4{Rl=2&&zK@%Cej(TC8*hFa{lPJA-ufJuE?>rlvlp?pdKTNe8)|=<8q8E~hW_li z8LUdGQ=)*zDeoflt+q&WQhLY~SzBh1l?x?)Add736p)0jf+1l++nCAqBPKhLzn7>K z745?#=ADI9)fRK~R-++u-CRdAi)WFgU|d-@Jf~^m9Z#^ayNy+=Hg%R%M^fCgpSf@r zS65f?;eWb;-q8_Sv-7Ao7ce;PVQYH>FaPnM3CN+0cooy6In$N~d@vYD-NX0A*S>Z8 z7Vh4?TN)f^WOsYQoMlArTzg(IoktV#H~8|_O~i3uv9)xQ&VOcS=CHW9sJ)$(Y|^k- zv}?8uN6nC=@L$QxdudoTR;BT$0rc%VchNmOgzwjw8LWV49VyE`n7|hecfFvdB-rvi zxWX2zXDODDW8Lxbk82A!Oe2wi7uPda=8f0f20C6H*X$M+c|YYjO~q4-Ls+htM2wte zSH{@MrDkDgM^==LlBw|3ChB?lALB))Z!Xu_aNL)l2d)1Lv}(5(;VwUet@=ZZx`((j*VE1(CB-iU6Ky8@TcShd_A0{F~T2=;PLBpCF#>$$Ou!^lhC0 zn@_(>OQC8qn4*M7XgiUhy*yBJoxC9a2)2z{KuL(wYo(S!N7SG}X_8FPjn?@Rm2^lW zZ)229)R4(_WsM#m?PD}JMo?>^(QG5A`GU$*&&Zg=x8HdipMUWwKK}S)T)Xz13;a5aIbs+-FGk^{`WFCO(Z5y7lVw`-S)#xNs+y*{P|L-X zEzexlkPwN`5jnD-$n{fZg)ynb;`HO69$M=PkRmM zXDGJ{BPydHwoD`ie`d_c#0(Gb?Z`dn@PO-rjDl)NrDdYt&aLC^j}!cEtp+Fa(e?u* zc7Vf&k1%4gfb=Ui?7)?VKViBHbAJOD`O+L>&qr-I!b)QXTfMHLUeYYq0**#qbZIUW zxq^CFQ7na4XK_geYdMiwy8O{FFv`#*RPf*~`v3OdE3XO7vLIbE;92E*aO-t6&#%Eh zy9#vLI1X$$|NoDL#S!M}tmOCB_YQD;`wpB7Pah_7fBNikAD?aX6z@!AVcCgi-RzbX z_SsWR@2tWB-$Wv1g`u8piYl{)vXZ$``t0YW23_l?TP?*_p#RVQFvF9>F~*wpWPAro z-Fg|{ha#K&D;l<2fi>VM};>)R+M5K7EjU)yHSkAdMM8eV=@U?2&$^h zkYQrZm<|P{rFDdwt4t_oT1_-VW~#@<`l%4xQCWoLZ>LrdN-B3DjWNhs8Np{j8+Fl6 zt%j*zb9hQ8_Cxlr^vB69P3c#_P>d=wW%}L7HPU+h;&G6sAd|Jiq!{r?k@{A}1u;pZQJfJ+xHN#n+N-J7>RM`wN(YpZhzgP<^M!>Qzt>J=#gJWD4#@%1d6 zHV$PCc=6J8q^%hB)_##hCVm3a#H+L+0tQ6BS#u;Z6i;EG#ax?Dn^!KqHIye7#~I_5d8Y8}-F;HBpJ0YVR`Dr0Sa|(~=dri>5Zl|2 zaoiuEwX%+x&JvFIcFbqCqe}BfWqqY4(&nk-tY_ z#HyYRInVME95yvjAs4er^FP3y8=uOVONk5vmZ-200NhedzDQU-)BmY-9;uy~oRvms z$I4ITvQx*e`5i%-vG{U0a@J?LN~{o|IZttrOzLEQaG{%1_K_)5K=DZGr;RqQ43p(vHX3BPzWAoAe0geu~ zL?i2^4x%hCXz!!R1pCK5MDsIhLD?33cruM`)B=npS~@~DiREAuBr7)*IrSKExsRy5 zO;Vu_2T@&U-o6*eV$Ey7@hHM(e}Xn6R-6eeZXS7F=mt}*-wJl9YZ#>wYsz~f4&zD# zm&mkc8Y!;+j_;oCubc*r^Au;#UBn;$(?7x4^$Xa#|0NzjxQj-sfh_g0zq=>zkJEc* zlu{>?#sk?v+OxCr;P7B4U6fmxYY=~;b+k&4e@kZgRz>u=JD=j7`f^8G^XB zI^fL&ksC0P_;C~=bbLX|8$liOjW$9qKsr8ib4wF(1|QGT%p*|EgMp@!4lUO(w zPPLkcdd*iqLwj|~?MqS&$0~7wYm1AP>t(>0D?|CLhw?!lZ+?#3$xS@zjLA!D|8sz2y}g?N4A^$J6YE z6BFz5bD2L^Ll4r~lVpT6=_8GYg8ZvN5cT|?P&*Ni%E4-mqIncqRc055Os?NSqgj{X zRoolt*g0DnT5|FmjRn~l54)( zY-tlVZJ20@gR@56B_1(F<|Pu_#{$-sSRP-P6g<=|*@H%f)?ejCtERGV&%KvM9=oo z`@!G;7vA3V$CB*26Z_qWc>9(wx2nvnwX3SDdSBV3xQQY~Qlk+pOQX>U7{ed@Wem)B z!|NdJ&Xk%cR}}htyHFD!C8asv zUbBfRP_C8`xImy3YGHtA;{gM+^t>Xb{kalDS}GA04k^6@^yd@})vhC^shuB4+!4v* z(txwqcW>X~cuf|C9x33d3D`ai@b2w_oO8B;R)t}QvI{#uyX5^YfC9R(Cn&3Fmv!SP z0g{nTQwkTLbH+v%Qt#C$Muw25oa@2@fi6z^VE_-{TlD;3yRMjL65 zOkPVR#r2CS3jlC*ifTW%jgAv=R3?Cl=doEZQS^swb{DZ%3yk-UGIV#2|1yAeiP@5h z*JVfv8};L8R+<>z`4E%QHhk8EPh~x^R=$AiJ+-F46{TTfYMG^kDj*=Lu%p!6e$72a@L#9 zz9IM5RWo&L#so;spHo9Xeks)SheCOlecNaf5{Yc()#*4!T4&@Y+DbNa%CCJTW}2Yv zb0{(NCaFMzOg5C|)Eh8A+~39UgDXfjd%!CrsQE=yI*W+aHnU&Zi$>cPRw&a164RAY zX86H=58FHUFc|Ej({6IjNz{4H7}r+LBPME;WJGI%T;GY=%I42Tr=752U&3*t%~}(_ zKVil&)%e*fO4siQ^&3hu<`W&6y(uw+5XJBQClEREn+D;fDO1}}v?+nwxnF`AXqC&j zc=1^@Pu5ZCzXhf4W{ZvfF3C(w+Gm*peMa)%qS}O_1(DuD@3F5|h+ehKx3W%zz75r_1<+1NMa=Sarl!{Gp}b`yt(`?z!aHdyFGpcP$*SK`4K zCF?lktwO$W(=k6&l76sB9eadHwa9=^9AbX1gKE8jMyCxw6w_B?Q?h}xD>ClHFfuK8 zB4)EH+j|_-_GUl|)m!}uzO?IOvD(6W(G=ThfGPQLcop^&h`1iCu>73&@+dLWcg=Fr zx-0RcG_)gg_h-v(+;>tM4+z`GuuLnlfWaXTzR2^$L&ye#fq2YV1AOw5K!Q8b81JPc zBtjd?ym|6?buoPwkYD7VFu+mnM=~n|;Pb`;OKeOMQd32~Q4{FVF52BCl$OBovvr%t)h{j_~-3rz>*KzsQZJb+fW6{uqtXYeazTQkf zwdfs{9L98DSr=AD;I%k>(mb9~dD9?~R+e%o=jJNtbi3Fc513}e*B&RBlEI%hlM7>a z7DjYDo{p1*!J@F5r_v-R@We4OJ0!Hu4K=iBem!%jU3ltQterZ;lswXYQUScTwT0IF z0_IPgMBpdPK1k`nRAn(=bSP?UjPbC~{s=^sCU<)%VR2dC=ZgGNg!{fh4lggMV*Ge|-0Xh4k zZh&W<7XT(oinHKTjZU?U7U`dff^E%oj5e7ltcQVULhC90&Jvq#M6t$%qGSjW*D0Fj z(DPIYwP1o^?+|6xMXf#udM7H*ovLhZs)}vw}Cb8dTXvN6i~i z=lw~-42-!>2S_Iw0*!3yn=j0q$m?W3( zX^Eb!lT9;wI;^lzNC*h$PiUF5A;f=0CR9~aEN!`zl!a{A*Nc207R7Ky z9)ppNC-*MRR;|b|=(CZu=z|Zg;IF^^ZQQ*1G4>CK*gG6>!Uw%G7cO4Ha5@zWBae1( ze`dP3|Mt6hew4xs$K2fOl{J)?7O;GB72awO(P)YaNiC{n=!y$nQXKh8Q_afCG2nN; zg370#!0mtYzeC^r0LR@D9)wd2rz58C?S)h5{ty=yj-h|Bi;m;T^P@>50UL=J7B$K> z-cQG7!qO;-EW;r$7cF_zOpm4piHb+Kh_yoZ@pHJ{s$gM1##(iO&xcUQsCgvmm|}lC zX6DGzFUpf)KVKc0qR}z&M#`AVBAbTl!ajz)&B_6<3^Y*r#GPvdn*yEAvT72 z6_d#ed9twAMJ~t}R!njK(KynE6gBcH@9+yQ{j(==-uh>*`%02@7-EOqvp|9cbTjO;$M@@eY%>piTHB(~w5YR|To&-Wvg>p=BnlSf&2Cy;L zKMEo~joQsB|9)lj$_q%2w&kuCYHfRN0n@=g;xJ)`B4<*oSR%ZjkI=OX!1mEjH*0#N zp|xw??$ZVlWzag4*IF>_;boUg19V>N9i1WP5QYWbP+W0&T$}mKWD-okNEjJ!8lDO| z;&Gu90y4^4~4D>KTPO<+D9D4WMNc*z95klq4%%S(x|BHpAknqm4{B%HFY=H>I$yY4ruu0~~8qar)#6uHI_m z?*1VjhlnSVrnTTzu;)-rdz{^80>sGwtH|{g4x!NFw=*7UfAK9hulsgU3@Ti6jWwxjVsdaESGdd*~0RxQztO)kT?}BtDbrwb}TXDq(28 zn(~sFimb)OT;+^yZ6;j2!MS4I6p~3;OpW#&mX?;Warc%`Gbzq1NiYp#RO;>{sgZzb z{EeXp8@n*HAXtH9aJzi}%o7k`!WfXzS6O*@;e{9QyTA7b3`A@_xX1J#0wH|A!e~7X zchOl~q@vX_x4^ZSQe7z}&3efOGa zbOS_Ag3BLX&QEM@JvS=2b^AUafWy&2A>$fZJ}0s%n7sVKbPQM3*slVK2kNtDW>1gO zJ=!6JiMffRF_a2fnxMI|OJp-Py#r0NxyeX{Y2(av0OCZQSY2-6sG;IG4y~pz%?^8Q zKta(eic1~28xIaAD3NP?tzn#t%TR8_?xZ_=J@oc^_~4_D@V(c5h~N79uj5z0@HwW; z({!IcXB_90Wj1@ESUTnBAKUz1I5|2j#ZF+nL?n8S8gTItaJezlCZ>-(HxgeaTryoZ zV3{j`7#~Ppf?vG%4x8~&OduoCsVNaNT4su1GDPeIhGq@^z2#bqC(D!J0T*By?Ju=c z`WSa_-^2&+U&bq+{{l}@y73gY{_xUs5nhhv=XL!~{aaf?h( zfH?)<9l@F2g}U7UHmgjTBnCq26?_rG1PAB)h#C$)rI&Grz)1&~>jW4O4Kaza;|53? zA*w1i+G}ze_t{{KB}zi_<0)_wNpT^r#~Pm3hf|&+tsO!Kx1k?YkZzaw8c32gIyb`h zT%4Jdv4Izv7*%R0H&T<(F#FEBi15Pc23F=y%Oskv;87a?8I#R_OtoA5hkXBfsJA-O zQ0c<=(0fABl?ll_3}f!7N$$~qwGA1whL99F0foPzX1-k=xklbY425^0Rbm6J)LM^e zHo`%GAnX4O2XpDmm8glL1F6?unW!X72RdE2uT*(CjR;5om>I z#M6C*=>~=b96416P*JU6Gz^51kR!)q{!ED|WtKmJ z>nfONI=fV?(V1qGu^8hp#&V|u$LOZ*@0fkg8s$n2Cr+Qm-25W0z5fn|{T*gnF=LQ& z-%|lxXBTGSz89Un9`PA19X101bZT06J2*->u_Xg)jx60`fvpWdkQeItC0QIRGhVf2 zq3yMegoNQ8*D=$5B{d2)v1xubrFOD!;>&n1vZj8vD=cV&)sZbAJM0Z(fExjl>^jAY zr*JPxwzGH)!-ZvpcWz>`ei!v8p2GaaOW66@>->i0jL0-QQ+{#nJ-qU%&tPd`38&9o zz(;p(aKxd#7fB-K&Y8b~`G1PurGX%UUIg-RvzH{<^9e#9jYf-^gKQ3`Yhq?>rud8V zt2niGk$nQ>{1YjlG7loPlXYd)oO$xY?3OmmjnGQYGB2y9^1a6bKGe`f)haNVU2QCV zpniwI#~{LJJTZPD5-ZJ7mP&e`V)Mr9&M=Oo(oaoO>6rhXW>Iz8tb@dHc<8~>5{j^8 z$w-W&UpD>4eio|9|Mt7z$Fs+dGn-gdTL=$(SXo`f&b_<%#&^DhU+f>^pML#oIDg?; zG@CVMIovFjydk0IKgb~H2gjC1Z8^XS$1hQHc z_ck{WM^otoEclc{d<;q+M*RaeH}^bA{^7eNP)F^_KhrX1JNe$cr`RS^Vr+pMgOqJFKKV+V`CKJWV6k&TwD}7LiHyN z4>gZODNG|rsN{~xOXbh%z(AzDC8dcN6uM3XKM7eYKdrT}w7e)();Qqelc>0aXt&`$ zd~hhE+oyw$3O&c+gNW%)bP$rsUn3=DVh24>}@i{bZ~%h z)W=~k#a=XpufWB?II84Ww>c4s+8iXZg_T({p>nia+f7pRZIjW&XyxQtPZL7Nh!qi| zTdkvFq!vj$h4v%F%@{4B-ZxU*4DTcC`&eJ!L^6_?wW?QR|AbnV^3=;v+fy}gAW{owof)USM&9rt%kH3aMTVR)TIg;hqe(^N|+8^gp(lyF^&>XV}3q# zzdgs$a8m{(Qa{FcI>yi5_!<81Kl&5g+t@&j9!gcB%r>MDGW&a2_3@x?-=m1_k({s(6^g8Z0SyA14l>?@IE)u29wcuH$VK~X z16>U)YD1q>DSR^_q6}u$b#Q3dOJH~HC?8DA3z$)O?MzQhnj$zD!_f!OQ-vrvLZK!} z^-9XuM+2q*hjByYxo?n%?E78??XmL*?xv>GH>>?{1URWPCYdH zMRwL@^aTP86Bm_gozL^^-DEyU?#S-(lu9O7)F@EBT)tSxP2UuI%xSt78}#fiwDDx79RIpHoF zRyhPr#xb)NC4a6!zqXAg4G^Lfqd+p(Q;PKDrtIN$LZ7+QYV(;*K=V`2zk=)6E@Lw7 zv(dDlMxU6R@DINO@bo`U!bPw`c-90h!As9xSj?t)sGpnKZTLl1{d6g}GMvG@`LbiflA#7@G99z=ADwNK ztiu*F42mmWQ(yYrui?3;U&QM_`8&BUN_-HAdB$fUv;B&I)+a5ISyNN~XsO8Ijy46F zr40d`isFH0_HgaMi#;qPHrGokJaD9mIk7uv-7)q=H4TCEhM{Ny^fY5S7o?NgrVAyR zsUkOqv8-W=y_LGm)P|4pg|hXY0XZp3`_Es06W30zpx$WX%8i@oHmbOJ>tpO4j&T?y z`0n3*7jOOab^O||eg!YS@G}16fBHXg`_66l9kT}QjcSdOzS(<()&cp8Fe4%Mr3ND} zCZg=88jJJu+(_4IW$xps2jtIe_EcgA(7R9XS4 z$qk*e!j^{}X84+oU_@*&#nAskPbe@Lkcv5Fy~$x8Ys0|Jtfc{P*dq-c=$N@WpuU-}gOc0(ias(9s@ zGkAKjhQ_sz@XyniaOT!E{NToGSZ{g^e9^a3?C&&)5F`;^e*Uxg`saTWfAXC_!cVRq zicG?BX3Pw2Qb!ROI{M|w)H>xDrv4;EK!fp;$D7PJO1N1I(vT5e(wW7S*UTuG%czD| ztMI23BPF7Cmf_K)-=jFWF>6s=V_2ftfGb3p1c-bG^_Gh|>WqlYb&s*6fLsTMqdrm^ z?ZU;!+dXtE$5AggxXI$lr;Jqih$IF9P51am^SDHt99==C#dTaWUCQA|D2c?1B67SJ z*Hp@skESW#+-Vrf%;6Dr6u)5F<{HbShwe#akV`h+NQH>$IfDFT4Wx-oqs4gYvB&V@ zXFkKICg;FctJvAwMVm4ur#{E%#WeM+R9r*!iObhZ=pdU4aq}gI1-*QY zdJA`Muk(u`o0dh>i`gZz2xvOdAMBw&Oc;r4y2#?#7)fKaNn_*(c(8YX?J3agG_Z59 z$EJLAAnopL6IU6-B*KU`G%a^ssT}^cL2*O|3pwvrVo2=4Lx6x|4R8n`pecS7vlAsZ z#I}G?z=Y_`KA9hRD5aEvNdZPgJM_ieku+&U3u@PKVg7O4y}N-sH#fLJOwD0PjceJF zLGus1ANx9Chh&OagLPar8X3{mB{;jf#!-C3gFS3*KEQA?;>~UE@Q`H|6gBwJ zaiVi1PU|!)u7u{8N|vtCaq)U_9MtPAcy5_pX(`#FI1`!G>E|bm017gFCaNHrQ$DKv z%vF?mp&(zT!8D&0*8C`Y2W%>Z=v>9w+R1d2O!JFVo<8a$Io5pjiD+AkpaVC^WKNXj zg-OJT&AKkJOf155GGO<5GU#KIL$2I1D4*xSZgS0m!kuh*_;SxwhCP2pFpZ65 zsAM2Y2Nb=-m0E=zhS_MxRe0yxRs7&bKguF#U?dN&X#m)@*fJnk+a`>F5}CtQ>X?p) ze4S*-WnIl(^9%@7rD(%9-*|(K{$BX>r;#M$2F~U<)_Bku=5X{?!5NlGHi^;A5pA|4 zpP4|iIFPJ*e>_6uPq`4I>+z~pcKoN52{P#kr*-(FA^gdR4_23pv>5(0z~Nwsjjc^w zxqKCuuU^H?J9ltM$r+StQmV3qi2w%z70T5HPXt&49ZliJ5h_S9S1aMtQU@oWJd3r3 z6nb*QIN+KIn3KXuJrSx{Ih7rAX$Lk5+sP&=mRO@Rwpv7!fK;rrZDzca|9)uW053%how13sZ<)?qH}fpsn1S#7w2g zBr7hJIfgXmDKr6pv84YvQa~#M=J7u}CN|XU$7C8w?~y<5vt~G@w3ERBQa2HHPOPwd zIK=Xa<=h`B5%>9rzDyKhTIeM0nv&EXS7e?S%wMZwz0ORq9_u^W!i^rdS3A-D2`MlrYh?A^V^ zwR&lO3DaIr60S^qclOz}gLi-NF3z61fR*EC@x=Kj(A(KGECxCET-VJ!FYMx@iSfe1 z0!PUapqx#%O$yXBn4;63W8hkV8M%IO$`5h-&JEnXcMIdmi1&j^xsJy#JcV|vi{bDP z!(m@)IY-T`?N44p1?EJOW_8Z&-$@brK2$Twq&j(ajXBv3U5A;@_F2*TNb&>*9tfzs z-p$ULj8S2)M}8+ywuvcXfB-h3PMyr;jfXf1UaXe}sXE0M$D!nl6_?)?lBX{$Q! z^oAG&Dco8EH7y2{4>s0u_1ZOT?DSA;b-5Oxp-08UG9LCt+Dea_hbNYSz}Fw6(x`E> z9wa`S5|Wm2O8bT}dsK!ULw()f|KNML``|uacPP6_+Qw4pI69G!(ar1lZ)#0^u3X3K ziNaf{!n#|+F!iBmh@l)@_~NfXzZPL~>n_(8`*Dm(!ZxHCd(HMUv^SK@^uB=-7Uqv5 zx%3&Jmg4N=XL0tq1$3v|h~It#OKBCq@#OPZI@rSHg*vYE?!m2q_myf%W0FL8tkuQ* zD8z7m9a@J-QdvuOSS#sm=1oqE?^iL+gxKj^0BY7!?vAG%O;Kj8PRf-2IE(L*MM@8q zHt>jy8L03gSA8>KabSr}A2<@gkpQT$WW{KGg!dOXFeG62DvqUi)X z+Z#O5B}v0zI_2a6(Lp_2aM7Vj+=Y@UDd>bt2L&!RGS_2`+Xc9Qrue&jaChfauegx znBNsbz^Hhjrh_hu?khE{t^%IR3CS4#*zPogWd6vhOy45tzH zCNXDbCxb1{w4694bSoZ){umR|mPY}b+n76@=`FR{1RWE5!+%ax7}uyrQz^>W^<4=^ zVibfp2x2zGNR{;lwl0?n1NwbQ0xwahCJE|9 zZg1~ladAE~GK4`J*;_$*8NJx;n1~e~2&~i<7q9o{u=u>a4() zhK^8R{y!6?nSliv;G=oMdE^){?{|_T-L^o<{;QZ4F}M;-VMZT^@1JdG%oK}^-DEjbrwqno?m_?~PwUMgt6a0!IN0p2v0oo4BWD3bpApM(>zR& zz1f;5!5sA3L?|)M*-eFNN=-C_4po*L5X&kds+%9Nqd$QF#Au+1NjlVPb%~!GkL%dp zSjWcwJJ{XX#O>QR@y46);@ZtylEmU#D{%Swq%tEKHLY{cDMLp-koss=OK3GpSg5se zW@Q=AKY0=Jb8R>jdlvN3+de=%+{)G_0mX!{lS!M>c1oK!UD7<~Q!l#|ZJseq=C;Gp zZjK1I2q4xf+b4zUX^N!6zdMC<(cx3ZGr)jtdYt_2$|_7%Xd;E}z`&?ETlqR1WPe^X z<~&kvn)lifaKW0`A)nG_|Nj5xOC9-#PjtM0)c2adt5u=FDPFa?GczCovM%%J6@PML zrylxOotv()+Jjb2%:fMP$lcbK29;)400jWx9Zna+#tqaPv@IM{b8 zV+$K0(M*Jy`$ZgUD+Re{hrE^A=7+})*9zap-TBBu5+01cH zg9iGc6CaIuno*4$dj|5oO0u(n_TtbV!7J57_GDuF*ndi=2Jlg45Mj@d+2oI-(h2+2 z?1xk;p91H82guekgPdAtuO;nGUS|%vyNJ2&63P@w>?q7%d=fosG{~DKHcdFyy^e=d zC(oedRdD&*FEBSZkJBelW98VI0l$rAnwfTqk*CS;qKSSO2}_gLf?)}=gq0YhepVR9`03kk;O(FP1W#OglHdDQqmJjEd7fXgUtE0$>)ZECF1Tar)B-*F zA^(xW-e*`K`SQ`(n&ZT*s?^>&gi*NbN@QS)jhoBH%{|HMWW$zl9unazBRxzrKvLUj zvXy4!fjGi`U{EY!FR;`cc$tJip|JK1G@-@!hj~WI%~y_A=naPGO#&QSK91FL3ER8i z9`Wi2*Q7BwRQ_NxKoCqsK2)u+|Cb^&Tbn-NYl-hRz7G8g@X@vRu{hsGqtV3j@^Los zCdL4%5)xy~P8TvBP4V_S@8Tyv{VAt*UGh_$+1kTXUImL9=u&Sm-ou5(MSR-z@PkO> z_2C3tNZ6CC*=}ImZSiv?Y4}Dogo>M}QVn3^JV~-j!xdg&OL?u*C*IJ z+!xuCl0+1(W~cr6a#Go!gN<5E+{E5+jB!9&%4M^Nz=s$9nX`*%1R2LuMB+_a}SocQP`5yI@M^VxyQC|GiMj-!zCi<@bJPU7MJn%l`FX4+hs?RD+JLqG7A42eRLn3S=+*nz8t<~FMgK8RCe@n+oRRl!)P7*jHP zZ_ELiMP@}(IJlA}>o}4<@0el?1|_GTdGr1{?)=GLpizGnXHK8O%P+iuXPp0wuPmln!AK%|>=f_8`WAll`Wrmq z*06cu@)=X(Ct^W`>;*}+VQxgsN|MP@$*e8o&YGI%?+DmJdbc|te~jJj9ju-{$}dZrZLMBX(zL95f2sKJ9iQi`G?y<)A(fJQo*!lRsRWpug97+u=jX7SPG zwMEY&;XGmjK3vugrcO2$0I*i6vg0(xdr_?u zj)q(i(x74(#HcjqQ1MAZBd*+Tnm%%U*jUpnTfXpjtWl*~Z=zbS@fplM1Qhpah6OnT zBfl>~XBO7W!FYmk9AnNCAmHein8gXjmeQZxijNxAYZN=pGKUhB|4GjQzibg7d0O__ zrkROb*1FL;;(?0CeihC`(Qm1Vs0BZ>C`Q(3!NhqX1F^yJYF?oof8;eQsfVeysMaOr z%4$_pZKuKpKryKh*6-z)e%hHHHg|`!pXrg&nFW?2{fk$vqjmlXtUUQF+~Z3;9Bizf zKy_{ogYhVr6_VDyR>g1s=09f;`RWI6VsmR9C)UogVIRr$WI&O!o4Z2JETHQm!#@S7Q4j`)ueJ9ac4vgzjSJ9p3@42~q5 zJiJnJ8Ng8%h0b~l6u+Aoq*S*X$yyHHXE)OL8HilRH4MH)7aiM8LtlW`vRYvVbhSH_ zNDn0DlX*9pKaQ8Uh$CZ7tsM3h_@sE$;^&y%ON9}zu)KuxCr{#ZIK>U`HZ~3vv%;yq z9*z1)s7BSfqdwhlZP>e(wlDQ#4q%VQef-D&@bB@Bzxp#~W1cy47PoJHh~c2mat-T9 zPoItUYB#1xb23HN_|{*42Y>&)?_qg)881Bl9A0|qQ@C{LDXgrlq26pG43!KCs6I5n zN-iq_OAx2y5y~Yot=&63zz6G_*e)sDJT{Myq5#kJeViVRu~hL;i8P*v#@UjG(`AKk z(g0+kBh2E-gqiS@G{km1!Ln|kY5{jsI}ekPP2{b~AbY@(PZa{3TWg@A-mmL|j0jS4S-IF3zni7UC$I>(F=Vmil4@(@k~xN}?8kiaofEB^=a>`-OATWx zo5xMeB#hCYhT`4rSW_U|0OnhivW6!nN|9tLWE@CY(Va9!Jq!?3tB4X0UM<8E7oUVv zsbKiV8`z-YJ-g0Ap0wtGiu^^f?X;p;nmR6?J&WVr4*Fa7Fd7aREb_w$_xBFr!$u`q zi9-&qkV8FzVW}CxXVQy8^9{RMQUmEn#--C9GKQ{gz^I(AWA01l>4ZK-I5rjo{=rw3+TBqXt*cbN`lrq#LpzkHBt`?Lk%s;3IIY8#8ICwRhd==*(e;hBq@@bqrb=uH9jm9pKtXgi8EudiT zJA;yR$daDbWXBQ+#07@|TVY{=s>1)Z*Y{lPt4xq21rn_KAZAL8zV4cuMdWH6OuwwQ6?G9!S%FJ*uS z{_IH%PsM1IfyGuGC+1o>-f5y$DPdu*jdqi~H(XQ*P7EjH{9~Y1xwp;MDJa!O5FGGx zAfS(u@W?19uGTR(cTB)gW;w+mS#x*w7&JvI8hSjtKU*e*EAJGs52A^W^`E|tx>tjD z?iAJ^th2sw8vA(iv%i9PXAhhI`J2$&I~Xi?;5`2%nv2V5P68xvzlVi`1JsGlMCPa! zNi)#3D!h6faq1wb)R4?~;CC8ux(iU9Ic~nzU;Q4MtEUh+E+&Tqocr=;S+3OIzK!+w z{|3{+?!#NDR#@IGVP(IBq*}x9=}Y+e-5=wf-e%T-*w91XOJ;JZGf(l^{(VL${O}&0 zy98T|DldRtBfp{b)$J}6!1ts8;^m0}cHf$r@bkJ)4WRb${z?1QDmekh1JS&HfPtXt^cwNvdKxI^^jaO%X@SLc z^atCTYOg=U!NkW>r$PsJ24>rDV(N4pBAJZfC6pf2VmfOWQ-*t)i(qf+!PL4(+{tyO zVYe)uPkIj01M4j6N*8|y`4E-LXf*1~E;}-cH9kBZ*OA(I!f-rcqb8BBCi;u^TslYM zamWK88|yba*v+T6RJ4b|l-C29#nGgYuQUfAO=!A>KZU=Gf@}G}JLza?O7)&;V>o|g{ zmdskS0F;7HHFy+qvuY>Yvd@TgZ9187b2A-Ju&~h0=-d)#XKJP_p(JI>KjqS&J9i1~ zc1M8MG|ujey%~?1jLuZd2CU<>j^ro{OZFf7Ol8+8FiotZN8w#ElXo#5G|53u{(Dva zBWDJW;@6Y!+RB(y(!Y_JpWQKOt)+>_>xkA6)o(N`EY@I07t7HEIX*9ODqB zG{6%p3s6ajoxOdQw`v}~2#YaI^5|ebeq3du_gn*T!pIHfnhy?%!92jto44`C&)&>x z?X1oNB zW9}~AZsPYWH805<3D6tt_i*c@D{zw#3kw~L#{ur9RqRyDSZ~7uwdq9N0M;woENRnwp=ot2vo5?7Es^g(q5_b>RfICio4yEOJ zB=b#Ft0lza5rXx5Xy^ofy@YfSu)%gb9c6xU3kyp)bLKIu9zO})tg|$EYvVQ!_BXQq z+Ik}-CgG#FmQgsP>_FX9l_mnu!zg@U^iJ}Z$VojeWSVNTp4V1ZaBO}NDxpca#NUO+ z-P#Wm_6Q)V4o$!*wk>5>c`=HMLeZv>i3!o}>x~X-?M0!WX^E(!iNCf*Mk-GIWH?o; zFCjP>0%h0GoW#^5iFM}Vr*tuw+-kHFF4Fnt6P2B!D}ssfC7}P7;&3>I&smMaP7ssG zhueSKc+o*rQYL5DOf7lhN>1%&V-`C$DUM1?#&cv|xOid>JGZ7;aL%r3&{6d$h)XjER8gSOcM%eFdVZXP{O*&8v?+@9i@gMmvWw$$O{^ad5yYb9%c)U1>vioPeWH1^ zvYKxDJGIbq9Jv-+Gb2C3B#}4{7<#frsjPdwV7hj5mJN>pmth>kCquY2MmP4*N?epG z3is}>^XIBJS~#=1%5siT6dM|)Yo_Y5JI$K!2l@;p=OG&?4Pp2%+i-t_H^u_8Z!$ZX261-U(Nps z2p|snVw98M{>C~Ukhxr`j83PE$6oy&>&KpW;t8C4>@3#SR>ZW4o=KRP%~Y9bzT(d- zlt_u~N{A&z%$RzMsp93bhr9Rg<4^zM&$xhv)nIGGsL2{JVNLOYXSA9Ef@$bDz`@Ra z)M`zRK=e#5t(}Ob%qB87S7~f+J;0kk`w1>S^#p3<6JiejY|3rYDL6uiJy9yG-)Amd zA=QB={B%X+noHA0_I?Smy|sU;)+fMQ?riF;vDL&R_6U8lOfGN&n4d% zYW)2GlUo7QFv8jAzJj!M3;TO}Ah^08cd^v&pt7M**`z2?2kE5+Ow%srSLadv>H-etI!KQlgPLDJ*dL))KZ6S|{RSpg0cct$ zR}m14K$Wp`{l}ONdJi|^N~1o~=x!*uD@$;b<9P1Em+-xfZ{yy^eephEt4htxk$gg4 zEClTPm3t#RJO?YXt(@#k%%v(aIdn~PMEm(_JO`iO2?L;|X|~VV#!?lxg?vmdQYDgo zSn9LA0vmIlF$;14l(mgq063^>jdO{EXga|dAvgHV`7Ttgmg~{|DfV`Im|tAR>7_+X zg8-X@zF8Bw8NA9)m;64dVwYK*mS%%{mEE659)RX>WCw2Y4KYTiiUBg&3sNP?9NGY- z{J+e4GDdNQbAcLrHa|;39PDl2aCcMAM@mEKo`mv8m<;y;uPT&aY8=_0L>2bfnNO5A zTl(QHm4-0olE-FTRZaw|$lgn4dvTf>YCZgubCa}zA7Xdp{`piKjpkA50 zpNQeaF^OenqgJbR)N6H2#tP~YAK@RK_uECKXP%X^Mt6ovP1i;=;*#e+q@RbanP~ry z#VC~$OGp~PJ}t)Eh!b8Mi4ZN*GcJ-@X4u#A^Z9Jy#-FshO^zZ>JvqzSc$Jv6sWglk zIP-`PTXgp>&Wei-u9HO~JQ^Iy{;tw|AEsow%1je85HW_LskWdzj47nm6}xD+=20!T zxwa&)B8lL3P^&gMwIxl{Ot0@S1J~#EG#m}kXqJu9ua(55JW-~)Ydji>RFvXzjo%Q1 z<|bp7Su#Ymj$`cY@8gM!Wh~B%e0DS${=@47$cxzmLq~i$9tH+U-j|f(Ba*1Re$?7{ zKIoi1ofXV8Kki6VUSLIP*xIm=CX&Fgo?XL&4q3J>;YgY#)qd#zvd3Il9Co*p>ppRO z1+8)!ipJ4)iR~5 z0i*9v5QKpY3`ycys;~sI#Kzpj5Q*{bdsp!GJMW?0ZsN7qeuNjEe-TeydIFD~JBL=Q z%f4u^DHetWNxn>1fB0Qo`{uVW-DTvMLSM#Y#QQ1l;D{- z#1}hDIJvfp>lDG~dFZ7+CYofzDdPN7WzyQj?BAXv{&-x+J0y{gIF+JWP7wP(4tm>& zA{WzI8S(ZGqTLOoZ@z)u!8)HuWZKT21`gN<*EWvoK+xAT_R}Wy-f~v@pN0!l*TU^VZHLMw5wXd$ZygSUGtLlhFa9=@gApJwx>3 zM5Y9^H@XrdE|d-@FH~gW4wf@86@rWyrW0OlL_OL&=wrYOnv7gTm#=bweddd!o3vvb z{K>?R{UqUO2Q`u^q!Djqp%SNmZOq!}o<>Sx`Rqwdk^qCzfYJGnKiI+cgM0Y;Z~j+! z{#U*LkJ1qmjcP?9rDlpYDqj%0C`fVh#>cpL=^|V=6%PQ)`Yu;684fs0l#FncQ)ZNm z796>uQzJychnwZInhCQpsNq9}V+>;?PKCD@Vr)d7!!E)}Nnx&D!*Zj+k$$l%8QqaY zjAh0h#YOheI+LBn1{1ov?a;m31ZFJKa?m#CucR~G-5FiC155BeEi+3ui{f*_#9q- z`4v74v@r#c$w4IZ7`Fn43U_L#ODy6prC6J*VYyjF)6-~^KS`y+f1lnfDyU23 z{1FQE)2nFC$V~_UAf^r_rg$NHaySWR$4I0NMS*%1z)v~i)#(q>*y^GD@jax^KLP*z zdF&7OQJ(8^^v!fH!0>Q@YNLu1XHUVQ_%u_DQ8u_z5m0lPMON?3VbHsedbNU!&pd_A zt!>=Dc^8BIJ~kh0BAiZfj3x-%`zT$#js5-zZ;sx;(_j1o($Bt(N~6}9NBP2eR8Os-T(7X%>-9H(j=5$N{Rivt_eT$( z;^ygl?Rhl5_^aq2>tO57O?>rV{YwPTp2Pp}KmCt6kf&AN?CZjGvG`JEgZ?9Q&*DF4 zjZ&^3%s>I_vjL%Iazl`6!wM^YznzuZ>q$*AiTtY($rY|n&0MEUlT=k4sk z8KWgjRC`owk;`geV%ex+CU`A(5qDVI&-=j)ysb=Pit%CNz0yPCmJtOL+`V}fgF%lI zc4#6`v0i9&P;Sg2_8Le$jnQO^!~I?OWEh&na=#zZ3}j_b_RLW@k(4p-11G1jEV4w= zYBJSzRk2x59LJg{DsB>qxyK&aVa)PRGHxU4xK2x`)aqy^ zO$32!7*mA{w}YR5sQJ$h5|txf%GxvAs9F2JYUXUzg_kB_Bi)eKAb}N>gklX8Z2}ds z!^$-Mw@fT;&6i-FxcC=2_P5jUVmiUz?j~y01~ZdrAi(n2*w4JS^6U5|pSDmiLK{cp z001BWNklLXyN?<@?|Irk%N!p{zAN!$l$A{M zJ;eUoKj`Dc@soJr$(OiB9Z&n%JKVzY$r69c7oPnTH*y4O4<>zXR@t8_4sqxHb?oi! z;l<}aEfIh^F)%*S%=_5bxr?pc`*>14Y2G>Gx#E`b?315DXKtB6WUeb?jl=#v5BNH* zIn=97j3xuqjO&LcqcaUsAr=ufrdG$<8WR?z!%@4FV9e|>&aJmASv#hhb27$c5lEo= zBsDArWhJJ{0#G_*E?C&ZK0B37c%|NDTDy{ZCv^&G4;;-b09wB0AN?xi`?LHdip@TI ze3c{1skU%poedM{z1M~r3d2ldMuNE}o#wq$YCuh?QPW)Jq?BQ4hy%SU>=za!bPCUe zqa1@N%bBNBhgr0gBuD)cF`_92<8Uy+_rL#Ry#408=yp3;T3*6ezxwO=>Q}ywT4|1J zPmj#%5Bu1k^!WuW96t`#Y$2(XuwL~rOn~0j9=<{z z0K|Bpo~c$x%xV(M~V;yJj>@R)Bjxnj$`8d;~ zsmAq>ABbzKF%Kbwh$zjGu9PXuC0uyyJkFmw1!vM{>eysFmIv>7roolGLeer&0ZH+6 zNg!q#9@FnNH}&+=lRIO%(n7txhzd>1D1Ux$myHituSpiiX~ZTC3-fKq3ov8nWhxe?ObrC?swPt)(UG4EHe|50C}{oG8M0 zuZM5{=^x?7hu87jzyAlQ6IGJp2??Ed6uPxCPx8sorqfwO9Er|Zan3j$I1_C5w$a}` zL>Q&0H=1a7B0;wNfS(g30H`CA4ElWKY76ydS)$ZSrik6?}u4;^k;;a6GOvlptJ#BXw6lqadOLMf{>U)J~sLA zaklX>XfVSJnNgAc>l^3Jp0UZ%=#gg6lWmA-b-o5yjY9| zsYtI^8sa5D`xfb;CnH?B@^ifP&SkuR^(yXdtYbKuAdKQHgV}W?OSkUIeoF6GG8v<$ zQY_U=SZI{6RHM=R1UMith_Lyy@m})6&qT;#CbRfDl(L2e-o94VPIEsVW&KbBAMul#?*<6z=y?-E&c27{D#>pgi9|Z#qIR(daHNFyJs9Ifw@X zES+3Kv%3II$u*R%Oo;g;LX8YkyK^X&x1oXx0WBBT8 zsP^_S{l$CeR9;}f`0~H|PguBc8Y?e7kGapijA-XE_}6csyR(IQJZ5+}+~0?q@1Q}f zGe1VS*9SUtXgqcjd%OFnHtV?a(RHkyJcZHTJ`Oi`kkVu}dK8OFVf@VF7@T!EGq zkb$$X5fVA&)y~rG6jJtlyWh>4S)tI3DATYhX1wGvdo&R$=@fG`0b_$x0flK8IGFe- zdoH}1W{({{rzv`FI^vSNR&vm;l`-JGIp4EV6e{9u(<%J3Va(-KbAEpxJxw>~iq6vu zT$6dvg;{JtXPwnjxxa{$o9$&cpTLe1?~jw|6rmPpZu+c>WBxSzE0GzeAC0(4^&`>e z(s@;Oorf+@0R>Qa_CHu{HYuP8;G+p6rJB&Yo5ms6X0D<37QGNM2m0)?9hOy+L3F#~ z0`@#I&ox{kF+?5}M`XsFZ5V=AoekF@<#D49NhR!utHA=aBskYuuKP znxy7Ug(1d_3K>~sO_lvVn#9q-iI|yGlT9aMZpLWfMY{f)2J3#C5l}6v0Fj@`_BW#d z^3z%G2R=8^RQu_IZCs^XGm*ABe~ayVQe13H-Cv~>ceaao#st= zwl@{N=($r`z+B5=TD@1?GEAa~)%X{8UB|F^tihoj#Mt*w7oL|4H|5=;^G=&&gw%ir zJmjE0!?1g;PCnuq`@ZJQ#3@{g;FoPbb*iJIKLTo?e%P1;u_O zHaZmw_Hoo|kui#(&&OgJwjR*MnwbwBH@FO(u@4z9c^vE|r zj`-PyySwo3+(hI_LLKe1BVzaZV^mtpIJdda_dPk>MU{rYrq1?e7_0J`DkQgXN)}EO zkE)bdr+esyH}RQQE}`lq@TtC^_L!wv`D+{IXr&m4Cbn3M4^Y+@lb8H z5KL(z7@%AhYJNgZbs9?sV-T^Hn>H@Wiqxs(YEpArt2fYDTtTa|fJ&{wMn-fnk^3yi zcaZyG5~JB}AsQZVUMw5Lu*Sw=LmQ{;!lfG$nM_N5K|FQ=r6MymO(ru4D27XuBk07$ zJOEq$L+nl_gkOpV%WQk8o<&0KSJ^FLvDsyyU_u8SMXxy}RHzK$O+MwEM=%9MXu=em zK=*Iy>}ia`5K}U~nhrU0-80V1u|LL@w||WH-+K%H?SKETapBTaDA9c|+38NjL8mjv z-UUSCriR~PhtM*k_>mv74?v^Y;e%c*z=c*$i~z>jwe{Gy3zOo=nrNeAv}it}(E%p$ zls7M;{7-z}P}ou&pKIXEq=U)k9{dFPbo)_@?h%cpG8&jf>x_b(Yt0lF6iL>!<*vbT}HLQaWInN~_*NN~j^F6Lgn2j)kU& znAx;tTHdTx@cdJkxIpX$6NGWZre?Qx_c3KBTPbQ`mWx6Mf0^%I02>;pPOiloFoSnwTG_oW*uLG3%V(0q98~EtsoA}Fbew(EpzxR8;gRg)6t5{h(g<7qJeQfjkAT|e0 zkx4>K6U0CKjGDK@2X!ffh5`%=R4m3_SS`cLuAzy1z3 zw|5XG5mTU3qb)6www9t4&2!`ZlPI9c6x}j#eyxiWojNLM$eF!FZR7o!r9BDCw7<~N z8s}^ba^-eeD@*Ua!%<*dWIF=VB6eSh~6JWYkh#q;QV{v~#lCQpHohP>?-e*X{tfT`?%_=o?2U9yXY z)j6FrfA@dcSFwpuN*&oNRPKLa_IP5Q!PFKyKC*vH24zN1wqR{Bk6oMen*z-#U+;EG zYm7XVkuQVEAjAN;bvP1Jo&1Q2n*CxhDoi=I}VOmx^Ibm~NYMS+wnP*ieMa3c3 znE;Z?KnmIKwT-^Apc{+?DW6c~vaL@puCqOriaBMY2Ggu|$v&c)c%@d?o7#zAY5-Y} zxSDLdNt6HX(kjwQ8P^VfEMOl!7yA5ZfWcu8t&Yne0Htb#CZ1M8FlWCUM`d7s7Q|Bc zUuH^?q>g~~z-NXbMR+;Y8Z!^r>%pWMrL%`Af2C%(9!|+G$YFqwo4c%mmES@28%qKe z`HhUw+Z-baMrbyP&A0>|MTKiib8w-+)c6Dze71H06dGk^Xvh|XP&~=s+1}zJKaNk6 zVmJFfy2daJF`0xs(XXZ&&EXW)afsbGz)&Y>I3AY08amXJrV<^jFzZW@?c)js878tu zM~=R{-f;@ig86$~K)(x#6bi-PGYbyTk01}A*`G7}Gj+zsW2yq`%@#I({P*a;@j9Gp z6^ZYod29vEl~qY@F@8)m3I5>56|8UEL%mVQa6H7IKjdqC|LS`zOFOx`#u1PYHa9RB z4lx+-=Z{OU$i|e;K*xug8?m-VX?_A^Ii|dICe@-_4pgULP? z&$>vtek(%q5XqemVOfh(Yv@eVo*W^qWM{w5qu1!XBmkPOz26_e_s0_39E!}4{d!=$+2g^S z3(74x$mDyO#8jFj2bdJiJSSBA08DKG^=P<`&JSXV6N}-o(`WGOU;Yvn=NItwrE~Zf zzx&&G>)rS8m*4m%`oocU_|)q>z`l0vHm+X#cNq3|v7keA@7_lFhwtGXpq!Y>^a6Q41~0(%8Znwvh!ven=+y z!A6k4Nj(2cfB->|nQ>-}c!LdFvIq7k<5(I=7AcaV#I2jXRdsb$b#1TSe)ki6zvrBL z@2e`xE`jPMyZY68_nv#s_xt&N7KCh-J5hct^z$7LCvkv{bb@gd<8(ShB4qyAWGQl! z@0n#`snSHV*;Mtod7Y&d9IW2Jf7;1#Wm>~4H=7_!<%7TZ8?;Y{SaI7Jqryyd8s0QI zbxt&(#ZEQ$Pw#(>G4%vO=uHrsD~JAN{>xrt%$SnSw2q(GPFzJiTOjw3?v0%AjSMMA&`$7{d3^Z1o`A z3SN2ro7g;k1*5?+KE3-k2FLsO%4@Hq6Hm~&yvZ*79%=b}m-TAwK%eMLSzFPW9ZNZ_ z!sK;Jn(C;j-Xxa!gG2}5IE;xg%7?7aE|89j1|uq|trS=imt@gA>+43oS=5lt-Rjqyhfj|Ng(>xtCwYw|?_K z!^-LvIE3(0vo8dybw?rXUImS2n@#?X4i7LHonkT+INE=LMx(_Um?}%$VI3aPT<5ns zWr#xbRw}>=bRn8DO+;<4jwp=~l8ITEz_CL9zK-YN>QWDTCj*RwC_lu{FT3-PZN7n) zqFYo0s}5XcqHa1PQJV6WUPBfUMR@~Ko?w~jKTT6zm+$$IfTLQC3qfLf5Vm(RnSzMJ zM8PMc$qMBJ(MaBzwtYx}G-oY=X3lmVAnFvKhz zYeP0YwGu*4eI(P{$fzt%Tz2)Rd(CEf(M(VIMKK9Tbqve}$g?mefX3L(wwR7xW&@TP z6Xw_QlmHq`v2;GQdXTk|B?UXg0aHa!PmlS}$V8A#JLx@9qez>ka2*DyL_VburE)^( zgSXs_XoiOv;XOFXH;8H8!Z~aq@=E2ThdB z@aNz8HeyQwTv?WLlyl~+DH^B|4pq<(Q}*-aqs_ZiG+A1lpqa%E+LkVmGaW;xsy&N~ zntS&@#rr>f4;$-i4Af+f!+srf4{ci+1QJL~&-&@MovJYhk^)1V2q6$;&`abAuV0$I_)Evsmh-$b6H`c}!bD zj20`kH6u$=m<_vw_B0R;xT+5*M|qRP#4r&mO+`88OSqnctnMT91UGs#@tpPhNT2Rv z?~nfi^2#!v|K?Y*n}j&neuR3nf$riGtYa6GAi%=f2AYctuqrlZpf}c+nF$ej4o}*~ z!y(ea5KHY2Itwkl^2OJ%v#@|IOQQen@4~+KDb{)|jIOO>W&_cupF+IzA@=WVVfg%W zSo!knh`#v^#QO(m_4`ckBL-YjBNNvuoKPS=Iz_rDP+jYyb7c)rclOY`w1PNrbkyVp zy(B#g6{6UvDTp0OBsA3)63a`=_?`dhf8^)!kN@cZ!HCwpnfjZe@(hhNCn{mS7(2WF zo;3?9KeIe}q4m>;Qz>!L*z^(ng3iAKwasz3r%#vEU=6oRPUpf_PglNxyaEB zDgRl+a#5$)I0-c1U_gr5Ys?S$+wMYhd<5 zTAv)pWhTY>j5v4FC_d1+gRyx3wz9d`QI|G@U8y$vv@A`z7TU<)n1W_fV|+?J2x>B@ zUg1<63+?VAOD!;)sAw^kLQ)zBNlj|Jr#O0OKmZ&r@FC#$M#jel>dG~NiHKtGo*LmS zW}5b7GDfe{rRXM>in@;R6*+VLECZ2b+|Z0>p^EimEw;$n_JE4ra)k0zQ0gX<{s;_% zkP`vAc>`mvY3V|jWG4_fw}$6#MgIL}eHP#W8>-Uqi`Wc#99r=ps`{3sbs?YYRolmk zbl}qaOr&N;0hLUkMs=1{a8kJ$*DGDs%=$CUzu#i`WSA}-g=!gBf1|4}D^iTSM~_ZK zF+iC!1cq_J&v=hf|52a4P*K@7Cq|^2%I%=Fb`?jx4PbB&{xDYeo57MJl92^@$NlPtl2YJD2M5eOhs zG~7C_y#6LEy9&I22SGMNY-`iZoB>f9p6P$8(n6aP?YPTfuY;7LlIuQBVu`mu8DVL$ zg=?3tLteg)?(xT{cG?(qx=5OJWT%puk`^ZcS+HCWF)_J0RqngPYf%!E|&Cqyg5t zZKV5sNRQ~HHSMySA|vfBHQgoGdOEbsznidNg)pTG(9jv7w&Prq()L_@1k^!8XVKHCr{s1khVM|7+iL6gUStkq8=cXjcc*{ zve_W1NaBPDh`jMHQ-I8(H&bx>-Z5=}Wd4yRh-`}+Kg!&hq~PR(%&VcMr=8?G!F2n; zottKvovhPrV6of5Y;ugzXpHG}hNIyKiPoJlC0|oci%+LwL@1Vz8h9a%8IIIOC7z-V zqA<6i&qj@xU=Se6wO`6HTNG4y)*#xYE366<&hfO>eWwYn6ZlF$n%@Wg-4_&m=K%nt zte1IlL50xq@gW0mVK8F~y@b)?Tl`$PevPTmpa>PsJ}~!R={QAR?8uyfqVuTp&saffDD7BV8 zlpWt^fP+#sM&mI){P1IZ^2uE`t*cfX+`M)Lw{G6R^&289M)$Kq+gF;p zK(k7++~g4X8cI<*{PguB5J&GCItHoGiq;!dxZNhA!$Z9D-rM+MMF}$1Tnx|t>q(W70BF@njAhOT;7jKTtmg6!_iqD+)T+~QWN!= zL`-kvqK(!Zfw45XA-#p`@qX+!8kkxhT2_VQR7t)SCj!xM25H$TeeDVk zCS&ZzA*NA?-ZD*vEu4-bkKq0HQ2YFg@Y;2x%S$-geh4R+p>nc@JAe5dc(<^0AVB*5(87pTcb|DMfagha)pSTt?`EpEVQ zO{}l18!XzY(%9YSZRp<@ieT zOwXSQrNO=|Sax~ASMKLvSYx{R5oR(kcyhhr)p0u@YCpyECFt26uGPC(tv2vvc#NH7 zhOKmpz^&kom*2pz|K@KX9Q839?y@|oR;{4oxp0yYQCgt4;>@)Wx;dI_@XP#d$nwWK ze+B2B{fxnGIKHQ<5_>+)~DNF@t!tmsY$AOFd-HmYi?M zk$(bUMtf0zi0hpW?-9r~{;Jt`a^@V>DU^ofqSox7)$Zjw;R`2Sa_$)TgIk);JK3q3c^toJf-CiH-T zpRp3yHvixv2Z2!H@%qbe;=6zM?~#fS-}u^Z z;QoVqc=!E(z;FHfe+A#A-XO+DAAf+q`j3BxfQD;A2~tUtR}5Q<8hHNN&EMS%*Np!E z`3g6~Xf(v(;Xamnc99OE5hY4F0rm@^CO1?q8Hvf#ekd@P3S}fERI3sLy47m&?+=fT zm~BAv2Lj2d`DbHqZT3df|A;64|LCJoEE9?%CTSkAL9&D!ep)*)001BWNklGfJJgJ z%jJ0CS~$UyslRDLPOrDR3FoypaQ6p4gq=hf#Uabqg^p=g0HRftsCwrhnts(bhVeoL zsZ<;2c2{xpSqFB-$H#ji55hNYzl!#0fVS;&eX}(hu(2`it;FiGEg!XNgC+8o-iv<` zxS3y4eZG*1vEWE&WkTTiehtg3*Wi=$sO#c**vHZSV@@CDX3%wTd2J1smKGt1mYk`H zRLnWk22HZKNFt8_Y6r;mk(xz|wNASZjfT|sAY9Zh$H%3utHMdLq7BHWvtz)l6zJYt=-O%i~L(2X3_ z^oiW%XQbP9EqKiun+FAx2_KqgX;&tzlbT%8=+W2s=n((!U;ZgRe(xvv;+tQ`)n{J7 z;_@2Woi-&|RFV;nP}2jZ5@sdqCZRNj)NoFw1CB_s^x={O z)TmA{BeaS(9BMp?@;?nQa3-)l8&_9)czn>ugX2>b9ach_dBKVDAta06!Wc5C&uQe5 ziixam9xYPx6^PY6_I;b>CzDA!7teDR)iOFKTFV4>aO_HwFwpb#^pvSkgqWtGnl6&x zwNFt*;q;tK#&ONs?+1wVpqd+QnZ@wrtx($*H0X8X#h+1m8*tk&*RT2pchyXoM^y z_J(rvwzNSHffJ;wUhPziyy9{JTV^|)ISe4Q9yK^&U8i5yj`=)%RXG8UUx!!qIUS?n zDky}34ow$SW@ChVCZz*d7g|C`d1b}`M$_;!ZTOd)`;~IO%Uy#$Jd}gK28?Vl2uV|3 zdi`KF(M`Ce*Q^3=m^MyY`kBgZCL<;_RkoPcM(*kfY4sJRITR-S_d< z`#-ZEEH@B5#x|$7g`gbp<~95KTia4#=2EY1eewES1?1n}-VR@RKRWWnR823D?aV*G2rjP3pr@YXx1PG>j~A(~f~aWXqbNHT_N8yLL%6YTuSTiDsT zkC%Syzr@m&8|Wr68q^q2YKm)d20BlGlT4X&lC-K?!FV#|iH?H{iXy(}6ltpf5@KB@ zNeIg|ISwA4d;SIdufO*%dF}uEzxp=kF00L%rETCye2_yDU$kMlB)GIn(Eu zDQJs2UOU0$8C>(1&U}K4OjGhJT}1h1%!EwfYWlBc=@uXdADQO)P}$b>53!P@RRi64 z*1eLc80}A~6Xd83Y&wmvgOGqE)*u6p*kUeh%JB^@|c z#u7>7hI?nO^BiDw)~<5ygO(bS5@lBAEAZ^Mp7}9`9boY{kT=qvj1XBFB3qq9w)V0j z185r`@1fP~Vtsi9 zm)6#~#;$n|KM%w*Y}cx&dM>knyUhms2aKiz#Nk*=|0Emosu<V%C%Y(l}ZC)G?;rG{>r2tbd`)PO6yqaffgC! z(!Yg4z)k+b0;Q2eI31ocP)=-Cn@xYDy3w|04qE zGcp%;T@~@36}`YTAj9oL>>V8FcTn7?B&wlzZ4+y~tLSdfV0sI^FT8|sd68?5+1>$1 zb`ygqA@j#zLemPCGt@RNBkgq&H(RK5x;%WDsVO!$<{Y^vOEN9qv((QfUQCc_DHH9R zB7+^xAZJ57x4r_e=3z1(;ivCC#;BU&N_dJ{nBru5gq?W6LnxDnKp&IWeWS$;(OAbi z7R$J}uhO6)=Zg zdiyqfqCO-lV|*6GND`Vb3#OqEC5oDT&gsk)&6nOZ0Ri*|smUa|0@12zy5?4VG(;7a zTf^egC9G{+L1$qR^+t_>flojADS~){&Bh`mMVQEpX=J3)=c3wD8IdwE)Ni#Bn@Ap8 zYo?T&VX6*lDo81cf}HC!ho?f8RbeEg;y3xm(|eyxCa^0*xU~?TlyfuFkxcM$aLUm& zvb0g~6gQu0>ZmXM9ter_>lHT22&WU(yy>_r)3h)yX{ke=-EsA%O!u{d^F)Fb1I_V5gpxWf+v)e5llle0t)6e;ifswN(dwJ zxUo=2zcD#iIIyFHr=6Z_VR5N~XRoZ|crrsjh;-yz&KOnnlhPE)bYe^+6iT1YjjN7f z%5+>ESYMN97j<=rk(N59`;X5?F3o~BI-`ZfH9ph^r+xm14j(cOBqWq{{M;~8vp-d| zGFsD~?=baNlp^q`VWxYrxv|MjUlN6wPAAyy_i@Us7kyxt-X zCCl~K(9`9zCeOSo=e-I`AN+!K{&YxkzHr|BCj`c#h9eyBy{mwaIOYZ}*FnOM@e|tyR>*}hH~yB$w_hPtEGHX8$o_kP4SgRx)h@%Fk@#`tz{cZPeE{ z(f-n#NM zU3jgInl`316o@r=oM1#6)4GSo(h^p_{#9mwL?3;O#`8Du;KO^cd>5JRV|V{CPKGB8 z1aE(E2Mf>LL+9EvcpN3D3ZUyHsMhp_ac!1|2wf-#Hn4d0G7cXsVt710*S;_`mZm(( z$TZ!LiZi0d8UrCZN3UPMhTr|&|CtNwKmOxCWQG9Bt%96?w#rM4@e9=1S6etfBlgsQpu)i@DjKK1-U!w;S}4M!=gJ&!Zm=usuD& z-RU95nZ&M)G4@>Ce(5EA>sNmjmsdA91&2&XX+J;O-^Xk;;)b|N8sStW@R;-cqOGy` zJo7T9U-ZTMPNw#K%hATcT4u<(=%Qd<6$Ws{aDb;?mTDkvzls@+SlHl?u89IA>A4HX zr%csn30V{~m_X*1Jdh#4$yV%3TbyT-aHOwpAVujjjS*` zrO#u1rOQJkS{GiU1-IKneB9RtxeB;V(=?xAo3+DI30>dY(0K} zAHVxO>>oVk^Im2Oq?^B~zqrtuTT^9&zkDCNctO#=yZdAZCyNPsSEYEdZ(Nuy3wTX{6?4ivq=+v#yi6`h|UopV75-w$~YrbWY%nAF53N%{7F z=4UqFKy-34^`q!oE1sg|S@5amNF_pI9Kgp-;0fgskg`79W+!LXwNU}iMQK`4#Ti1usoO#{y$|1s85utuouG44f$(a|=#ObL5+azttaMaA%|+e@fjsm>3J&^fpq-{uog1dTO}U0aS6yMXP23m{=E!(*lToQ|CBLNR+@SH-Zo!KX%_iiZRiX?!G#d&1AA#BngdgQH#CTDr`!T2^c$ivpEd zpCoy-kYF`ZqNe&fgV)j^EEmbfq?H&>J^>I)hNQqi2`hEfWL0~1sH|)-`0G>>xHF%B zzUSN81Hi)6w_%Y6vfgAWJ-trn#tl@z^d_SI34-A%+&E!lq|>{1P@jwuU0uOp!{!3& zWH`V;4AGd@QK!9OG=NiWAr&4Mtz_mE>9|N@KoJYbUR*+YWeveQKZo4gL#5fm{?vj#d7T0iV^BKH#_ig;c?#Jj8hz^J2nqGMMC4A$X{|r|*uVOM9VCV5Y>_2&k z{UX*2LD7^o9Y6|wO0W{ns-&F%s-HnZsrHcy!{*gWWPvC`?mma4uWia&vB z7Zu*~dhoM<1|2D=;#wx)j3<;moEFLEH5shKOW6p17VnfdeThyo$Qt#9Gu|A z&1E+7%M7DS@8dK$f-qwd$@?)6CNzkD(e$$TdF54h;WwP=le1D$Jiqr|bS(r7Ve7zdcefog~=H01Lz8&B04=DNyrit8T1CT(Gys?CyNKiC zC#wF*>zu+IRhHNpMeU}30-a5CmR1{0zF%|>k!fGI)8;y6cW+P0u60eLd^S`~YiR%Z z3xCF!(EilzMg!M2*2!y{Wp*U(CPr0g*&H>T58`DJ<(K<1X|J-faZ7nknIUuuN-5TG z&afx|JE7kf?G07O!i$&JaiiUUV>Ofy7McDg64M}IbH2eW;54sU9CL3<;33JGX;8IZ zso~j!QzW1MJ>+l%k!F~D^oau7h1Byp)ptw`nyOo%{gMiPU5 zGQTeLOk}$DZ@4ZNX`sv`7{e9wICi$_+c<@VkOm;VWn5b8VWs6k%oj^h zbib*urZce9YAMM;d9XUaSaTMWk|OJ5ETP#}`uiQ49$sC)fo5lsbz0=WEOg#Deb_I5 z{w2!jKtNgd6nkeos89wW8OMYXZ_rBWA@leMy6}y98*UgOBBL*h=%O{IaSkU5e7}zM zTBg)R;^n@2-%lF}tj*KRSnbd8idh?ku)N$JcMlv#FC?veJ z_>fSDEIkn9x@otTa1uE&vyayz(x`nDl2}~z=jEqPe-U!UEEym zG9C4k{R4#jd2DXfo9z~smO5w7WrZ~hsn`+5tfc1F*qm{kOmtf;^IA~>OP0zZ6=&Y* z*~Um;Pny{7?`>f`?6bZRtdplHLPfddv(b@c&>>8woassrMZ}C10xYU|u_`rHxlR!w zqZ6DQ?%`xO#2}!!jpBN$qSR)p<$R%QKpgGFt|?Md3qmUOI<8-T5&eE2SrYKN_t_{< zu`YbSf~N<2I2|6dUcFZD@MM%fk0aP<1)5f5OXE~4w4qPNJ_+gvJ52Mp^@RAsg6N!k zSP{iCf6a?yufREq2&~fW)|bL&Gd)6zhf@`mDWo~nismED(&FG_=1!`bjpC6i+6VpL zEIkP^2ZRCwRDnd#7~MPLU15qR0tP7~InLC&AZKdRybBF@Ma&RM8OWr=jF4TDD|u-I zKebd;WJu;zDO1kK9hueu9lYhKz**mf^6xKRzvr9&(#7Xr5>8t&V4QgY+E2kC;AkW; zn}&!pho`||GE_!WtP!(SGYPe45`tYJF9-r`ZJMl8Q9^4aP!7B_tIn^DD!?bn4BIFB z3@+ZjbQ5wSkP(|gSCecwNbnEICsHLZQAUX|1BR+dN)ZHxt0|MSRQ(iJPj-nN zmN1YIGw4P8Xu=U}Q@C!04GL$YA*Ab}UT-pO|7dR;_0AH5w#JZ*?s?z|cpGbIU%Ld~ zc5wW73+cm0nB0Ga-N8O8w{N1;Zu7ZDK+y5g5spt!;n!-YH=FFZ&q{Jj85U9kL6$if zoQ60#?4$R>i+KF;L->a$sIS_%`tlbL#4{WoKE;(+zk-D?yup*_tm5EjKm9o((h#n% zqSYi8*aXw*80#ym>_fo`E*eA?oMoOBh0*-uiKBau;O+eci=8&?dL7l3WmKwlHVOq# zPDRel*}QU%Y5#jq_wg5h@n`wuPm1$&@3|jRF68F+f$~(;Vjmz|7byjc1$zCMXIT4& zWM`+5XDegaNines=9qv^yRj7DaN>LT?&JV}{oxiK9`0fn6p=)r5OCw!XYecE z_&U~B7ciR*@ML=n+Yj#I>E07&ZxDNtN;;ypRwy07u`wmaR9T8p(o{>F>(fem+1$sN z`!daz0e5*?=~VbNsIWJG-_Y$XO~+SFzhJXC`jtU8w~mN(`=$zELtC3Q{aJqBPZK5=wHf`S)m9vQ&qhxl@@kXCrJXib)D2`P?EJH(f7se(w;-U~Q>A zy$m84ZNAox)4e?yjF4uFITc%!0AQ5}qC6Z35AzwMcX_W!^j?enB)Y&`L7aR0=l;lK ziJST%XIw}W|9-*W<-%K2s_FXHgpDTeIa054!*b9Kzh+Vz1HF75nFJ|QEa_U%(u_6m zgj>B)I@e6pttfvuSx8bacec)-;B#K{8qmn}+R3j;4)zN6y14uB31k-Gi?2S9%WKPQ zY+YGg#LQCh8!X||vOH0$e}zu8$$?pye7lqu(*^`%>QPEZ+*`jAcSA0RTl#w_%D z3!H$&fZN$0s2R(-$D#qHWMNiK!w9M~>WwB({OSB`G#Xf0Ugjo(yj+yWRgu|F0KwVR zt6$XpleBHI-N8n00cjZUenBR?^u}gV#bgUvO!#wf*GOjOu19H|p+x65Yjf^e8#6;~ zq?miC=s~Ceo>^YT^-f)RyKxtt@BpkqrjxBYd)rW(Fr5YLHP`EP_?kv!Se|C^_J&y4 z?<1MT%N7W5G+90~1#o**+5E*4C$%TgPI zX^i7YLilwc7^-~XOtKjZv{P#w1dx6_x1i0!En*u=LKn;z_|Q|<25oNS5*{+Zl0o1)*hu(Z64XEv5u>;7~Sz^k{g zytsl!vw>EVUUQP~HD+^UM3VLPE;q!LS_7lg0irBc4*(yMx*1FooSYoZqsgDq92M6d ztO*Whsn$RXP5V|TsAPi+rLWF7cUR@3s!ev@M*#W(Cc5PQ;Vupik1!$)F5!N*$0m&I zNkDYdW|!BxD0aMJo6X}%Ea-$ies8VLBEI(ZZ!lA1IvL{l=zw*&^b9f8ISDyVG06l| z-73|p-g8r4ue$?*n@a+9JIm>zsRwu2bMFwCBBNzyhxc(O;Ac~kom--&>rURuym?q+6YSh zf%ZJG6re=Sta6an*CCUv-Hl_#SfVPL3fNG`-4tM*DuyVovqB6DQMk~inTk_kQ@T|7 zM^M6p6)HVuq7xX-QUZ%&^0S-%^XvFxkbw2IlA^~nm?RX8)a}?<*j&f%p@qHOBd8Qs z1$xrjS5tmVO;kuG;<$Rfs%g2QO~N9%O9CsKF$B%$@BjcH07*naQ~`df!y{pIA}K z$Wt;E)I<>xYl-%Ao8BLT%C3qgqt7Ec{N8Ggh3V)7t8{=)kdXOXO>7b3otzCV-_8-VGzfnQp_M< zGY@GjF_}fU^xP|G{5K2Oe)~sw^3l)O10?gSSbym?bYFZ8sawV1=^meXRJ^UMU5DdU z*p=CB)Ub1K#1o63ssqf+6t!I` z9xQ)8NOW@3uX^dCQ+*KCv&UL(mI01CKjs8ydHNSe2gTR zVRU@Vds4`HadnRJJ+K8T6(z$6;*8HTV&@QT^z2)-G@$BQI(oH?xJ%U}XHe0rv=5RL zM;re0YY`iPVpFL}CkB$Ki)gB*%o_#!5tu14voYt?xCZo5HJ+vYqzF-@_nc`!aWb80 zo0!tN6ladJbAXa8wZFyvDR7B0u%mxJ=N(o2H3g8UgprzX*u9&8sQ65y#j(_R%&%$Y zigjhoBImj#L-W@_nUdTn7NwGvWyKV`blv7Y)CFgYVI6YSELGYKGq7^@gj&C3uH9=_ zF{1ijN<7{@!g%sFzWCa0eD3BIbT_WxpjL-B9;^FWHVjl%j%ExgK;JwJ^m#p}3g2xa zjK&=4O=nQRkit=10^2KAZ4ufLa9va%q!BqPJ4r5i>7S$s;Gn|z{8xW z(s-5RAN4#qS6(USYX9@tlKD$4Yl|cHyO7f5rp+uHN{nhW9Mo$aoDL#>e?q4YsZ!D6 z`YFF(MnaiaL4s-fQZx2wV+zQ1o|^wwi#@2O^|~6C=q7wTnecVZ((~ZnMPKx8X(;>5 z=4DV=40#4fHZjjw$9@t-ig68r-ul?Hn~k*`^prtrFL?W0ApFf~MnM-U%>fC~BU&|aKonnj#(O;$*> zv}rX(qRSN1RF=R1RhOnA1^At4&#I8uaUg*yCD0+my|9m2TbYCMvlORnPEGzM-Od6$ z+v7D*EYMQFfkIBI?nTUL0tL%gtxU(Q`dD6UU@;lOJvzj-aUZX?x{R9t>es%GY&yj_ z8neb3`T&wqiYyKl7!apCouvbx9$u#A=t8sRyG*sCsXrBLWZD*|N-G(LSL#HBa;!HhY z(^-Q3qeG;X9z45>`pPYM^%|zf$C%0rW>E$|N)RO$V&730zWnfuv**cYA!v$<+o(6# zP%R!!phL{m=g#n*{wAjgcdj0Aq);3m&pv%p@YCaXUFX9O% z>F(4dk{ZTpt**eB3>u%ca306jpXN*kEKj(g(EN-j{h4y4wofOpojzLK9&W5IBicIv zwF*%ZU^bHoLa%fsM1EQ_vg?tnx6Qiy5gp>T4+^`RW*T*~)Wb#_{B))@se04+%#Ev5 zC<&%BySZPyp%#LR8i#=vGAvQkiwxCj1yPvrMwuq*92zOL2C&s##xu8H$JDChFuIHI z=^;izLXQ+{uc%;?dgJBdHGeO<(bgbQUPB1r_-G%0{^x(dn1jYQQ8nLLO?( zCNpISY-5uneJ`R+;G^9sH}cP}xoElx8kGiG?H1o*-XxL;whZ;`M-^B>3iM~$8Q`Zd zBQf_Wf1lFCTS?uh3kXLwy3h<9%XQgg%8bHP8K=DuXu=*#{Olmb*4TlSMmdVD4nFm3 zDpNfjNpsJRvM*77Sm#rP0!3EN*GkSoYn}izR*?!lC8R=I7oOAEj9;IolZiHuDh~q; z=s=7BwPjeE@}*4F*sM?&$NWh%1qh^y5cZ3w_WIA2rmp}w%Fo?D{v}j$2o;@D0WyBo zMZGRqcGakDpxvopHl4u{AsP+k4?!8UO7Epzp$$^3bJGP!!zgEXnz2c`pQyqXHP}`F za{UnGeuw~}3~)M;_-Ol6beeTEeGeY0$YvR@-!P6ft43-4sWJ3i6-SzAgTLG_J5l}{ zl`0|Vo}w%!DM$ZNkw1$9_FQ1sbpi&6sy`z@Vu%`4I*aR5YC{!pGsIIeu!~_;JP2v4 zC7G!;IU7%~_wWG*N2h3Cx{A%`ZgMo(o&V!~y!XBDW9jZ8HeP)Jt!JM>v)u*S7OaZT z7is^=9>&wD0uZRkpzB1_hI$oYB2nGEiQ8AMBRKgDjQV{=yQWAUp(dn6Wu;TxVn}Lm3%TMN*`BfUlS*HH7{xx^11-WRgrXq*BcjF zKto7WZ5P*X-o!V*^=r6(?FweI39|@~5B50zmhL6>4>23SDnN-PQ9SigW@-u)GhPK^ zuBb9+M7|y6ziL*3B}#AB{5@!$a>{g1OEa6O7OHv`X3L3q%0mHD85_SGTT3ZPFI?$e zhTFM@#l_3WY!{Q!2;B*IvWceu$%^LtMUe32(piF5dm=N7z_iLT_yyjrDcJckgQNENDPN-95!r zH51{2>Q6Pp*S`A8c=pBT@yCDm@6f2V$g~FGG(@ACGAQj>3i_hjkCxVlAKk(B);{{D z2YBi83*2<3TEfI2Ql@RZrNm-;1us7PDn9x2Bb<(p&fWWe%IP|HpD#MgbGAiMBno4m zoGD)oYBbHYHv3?;)?j1q)8Rq!M9HGDw{)Fo>R3_gHRv}{6f=0v0HbD9Q*528Wg zeFnV}4K-#Q^A|8H@t^jY)jI37n|S?&7ckk|Q=kFG#AX?v-CGAwkx}4zrs_{a@6UhL zwGp9l;>_C2*$bGzj?l~&u$;+Z8hvIW^7JKc_&#o5xrDZFGYj3Z+?<3)T6~)H3yLkK zp=2Uat5S-S&ovEs5>VPrv$u@RmtH_Ea#3ryaQf*Zw7VSyBzvNMmDVP)(wAE7C1Pjl zjG}8yG88L}VRu{bCKDV!zK3i|arZ!Ki#(>#&WdM?&Rin_=a_iS+%^CRMVOMgIR9PW zhqZPcfomff50JSo8#Zq5?;$1zi~)){eJtj*q-MQ|m8E42_qUb5k7@en03+R7Qmx4H zP}TKO{b$+ASIvq0ClC+*3Vt|4<+P7yj`mP#G_h50V1X`jIN_$84@0^sPVr{Ufv+5Q z1y51=O;|2dO{*0jNx3g+X(JtX!KFWU86uVDT9 zt4KqNiwcqX4w8zG;Y7kor>LYwAR6?IWF$%#3ZLaTXEx(n#b>=;7|&SW!#YmZJ`wuq zYZOyAi*y)T`b`r{fTnePFEd{7q=)ir72N;$r}*nX`B!-Tt6xX0*+m$s$rcrM)p}D= zAn9iWkrJp>ptK^ERYEO`LtmiCiRb1^7v=PyXhB=borWpK#|e14#CqZ5F&oV-HtSfM zG;n9{0NWIyWl6NM1>ow6dUbt?Jf9dIHr%R<%&|C=_b?eUS{K0P#y`}$p<*H=&el(J zn{xSzEBr(^{lZZQrKZ}O2^TxU!&xkyeO)c2Z;qZH$#r&w61;p&YW zxN_|}e);P&Z13%3XLk?dnaZxOI4Ra^hk!hpo2Gki1wJ)WEP*kHJ5iZEHhr9qW(A6G z*{D=o`aY!0ilBoqvLkk{y|%W7ns2cSsQS4n9`~o%8N|4{c?rM%%CF(Y>sN5F`w)*F zZKHp@g{E_WsvRiJb7o<`AK}m6>nll)He^%iyj22D3Z1-h1~!IaAxC3Cfl0Q*@k+J! zB0r1de4nOjs?VTGtPskO9e!!;1<174Nx7iviNALL%``Phl-6V>We!srYP%^U4aR9` zVHP)-uBJg1Mw?Q97BV(tY9Q(VY0|(by3PbgHuo&2T*PIlknx>1u@TyM&P-z*sK+Zu zu1j%*pS4aY?yB8vp?`X+(ml?6&qYjuGpn47om7t%sj;p%U2w7&NY)T@lNrV-o6=Ql zJvOT07(A9bD6fb7+6xoS104;fSRy>N$Ov|&#+M8d6FANc5F=&*L_%Va1^DpsBfPx% z3>sFOK|uo0$X9@XCz@=Kl%V3O*vBA@nK3{Ivuo3R$kbGU-W$>XXERRZU~rDso}Ka` z>3DSpzQBe%U|_(CVz|K!UL`;hO;D|Ps8t+{LTZBgXs;+2+f1i!5DVzjk3UA;ak0F5 ziT7EO3tW2Rb^P9^zlDGKm;V>u77uXroyX|>_#NE%>g%Xny#(28!KpNHWAi#s^PW82 z!OoK%HXS7?hww5Xo&3eRzY%q(tk@a0QZQI@1K@f#l z>8&xf^@soPQ+(kI8J;}e0m41SJiCDDPwQ~u`ZZKOe*+0kZrM*E!gw&?29g_pnvR;p z1k#Dqz87V9^$V}!-S>X1X@`oHVHtVcXEIY1u*MU-b3-KMtwS%B#!AI#SUly)w|Y)Y zG@5RvbAz%pZ^VkJr^u=CED^JHkqD*Bq~MMPm%$zlo}7ONTGmMWbCT%iH|2&Ri9=>i*6MWz%5ArpQs*x; z-)sK@!^J{(uVi|f4l86%{mR)eM8({D5t@dVYHt>ynLAP_BXEj}BgZ9*MHe^O3D{+1E3RYK_*&A$h?_^%z zUb;pKkd)`w##uwevL8u4jlTd)Qv7=LXs1Op3_WfkDW_f8K)c&xFB?j35z^8um`vSM zt1xQJsoLgkXxjd0JY;a3zK4>(s1BrkgeJhs*jgF-jmKk5rc*vo&aw~BeU*%mS12tk z3Xla;rce_gN%g^S5@8TY9&VUth7&ikGzYB|gT!H%>Hly(~Yd+KWOvOP`U1XF0l{*<>@$LXkYVLv=(#aIt zVSw7^I($pA-h&*g;~-|;BQ+c$yP6wEeH9@QbEJ%EzHAj8K#^HQz10zGqj3ac+S0-t zaAe;Be*BXk;?a`_96@|(eF?&L5sX9FMD-LJC(Yx(FlRJma5bia+6sK&?Bz@?9PKit z4k}^eGzc{w0;c&MK7ELKtBZ{*FJfu&3a)OhqEn~bzzL$GkB~klidk_me$!@Dv)ou(XEfI;&{ZDB5s< zhwuIvQ8ZS>)szl$Psc^3x-PJo+L&t1>Mz{D)D?#iE;s&}j{8wPqNP|WRFXPM!$^{r z%&}Rgn58QA(3n!0o6Xe3B*k0*@FUpr=V-OsSXf-d($W%cE_CqB;v!2GC{H;G`q;Vm z_ZXb?_4Hh-ga%rZk)D{*)YHW9>BEr{3sf8>O=E1Gc;LaNfG44%Fv%(TjpuIQ3s){- zWqA?ZrA0Utn->zg8}jslGSkywgxya+!13WBhQ|XwsGFoWqY1c%k3B-3uPmc~bbyoN z1C?(JMb$UxH2sE*z?!`!ra`Iqnc?;;U&1s9@!`+j#pho9JbQTTKH0;N(khs-lk$|7 zp1(}TDblmY)+d>*U5{yVSIHcy1_+qaXTX5Ddu$F1&kIq)u1bk8;> zLa4|rrRP_ur_HPY@Uz8JgiIG@`QfV^iWCbJ)oZp6$3vEtvZnac27ebd@eZ5L zxbqXG3#k6T=qr`VK**ZEvx7NW6Ya5WE!#Te+f#=B8RAnbK2tj)S z0l$eVbfjnN!q#RV7xnyUQ!m%yeUc8SPOpyXR82vd$wGxTHD$ycihMTe$>@x6d{mn~ zgh7bG?iL?x&EBGp$;|kmzk2l=b{{@Oy*!lElxRazRM%idNg+R^o(XLhzO;6!b#3@_D*sRY#+x&EEK2{o%*Jt4a zHQ)J~nv377Wixm}dr}xjaLHUZsp8s|YxwlRr+9j}pQpPR=~%H}nzpz69+c##Uh~=T zHi%-boRZ0D>JrCqR!X8O#YESN*5q$Z}s zR@)HmzzA(V46!_l=4OTkt|7KOk-vKUjD)IdsceS<+BK- zv+gWDr7u~n!FHqY9FPBdnl*2ZgHtxucHb%`zB zgzr`nlfO+a2@<*Af?9(z_c+K(?~i(?;c&=?h%`8zOem3L#u8~_jX}%n0&TpmW)*r@ zG+g|g1tJXoIL8#H#I?y_h$NbEy+8~j`ks?niU6L{*Jlds%d~G=aXqXvEEAanxyG`< zfT-mOweo*Z+IQ%9Ym)d-^Ss(@;+dr`s1PTu|z>>s|xO?_IYnqk8AgPPS7g`>kET;E5pQHRe6TB7AyaXERO!-zkV=(tO0rL;2+_2T zHEd2kCEyERZJ}Fhz+dy#CMqcRbAo!^#czJ=OsVUaz~TNw1c`Qm&q{Rd+^R?LWQ^io#vBclU38w!omi}iwJH$8 zgR$BW8qws#$5uJXQ9R)(vq4!Ixhzd2%2$Q%!`sHAXo|;Mk1!teIWw4^zX7cUYl`KXMCPijYue=4H(-)* zb4ATP#luLm0gHmd?vR5$#Y4Fju2Sf5{cr#4-{#n;e|YWLs7tfVP*S+khv zbPH7(DBLf_WIX1gQN_l&yeZSvKeJWgn#q!>B=02-uRo4Za$HDlU}qYCx=s~xA*QLa znF3@=XE+UJIwI=am{zl*QY9%lw}O?Sr7lji^=t64Rn@!k+;*Ul+9SyO7 z6o*!VOZ5h(QHXaZCrD~tYzQCG&K?F^J51l5i3DD^38&dab9D`CU!f*!6VX&KosiZ& z0WQ^gjrr2Fm(g=zTPB}fO){zYbu1sYFIbkOeU5mC#M*VCj97;(&tW6lgLsKCYk6jrQWX! z=h#w3rZET+Pz<>8pqXpGEMl%#L}*H zn0c4Q0kUumTecx65ku7BRqF~=2xlxogHF;Rb_xAMH5Y-duB8AT*E)Zgk_q5O&&BR2 zDt6(sO{xZX48zXzD%@~TVOwt~Aa{Lj4Qs0#I667f0FW7NNbS`i^L^&5*{t$2vN)fe zzQ`9U*1i!&_Q`;{-mB)R7o{~-Vr!gVfCYm?oxkdO=#v(78Y=VS)mym~msUFNB2ScHyoh4OTesK#BR~;K> z{3-K@zZ@%LCw;{nVB$0Z1ujMu@kf8p z_As-FsT`q^S_~|xFSSmoHlu#%G*#zVg(Ad-GVG0YNrcb6URjHd|9gX$U1(Fy`DU?>MNC zj>q>I+1uaWox>%S0hB^K*_GI>aAUFm-~o=ew;4rkG&<;XyXY)wsRkRk6pa*bp2TMG zU99$6SZmeLtyZ|$poxQBsbZmCMI>uIo{vpS#JRQc!d>gf@k|DI4k{c;+7NhFw zj9~*Z5Z%qER00Q%CvgAKT`o+8m1#i9M0cgRc@$kDl>=UE9;IC+f5;RKm7?*g5SFhD zp`@NmXvB-W5Lj%d_#h zt2gn+?dQ1|t5=ZI=PjlyTku`w{22xje;%V_H#8h$aF=P2Dt ztXu8xKgQ4BdyMx#`T$R!9$-X89=WHdK+~(BLm(R!_yow+V%%73qAJ{+B|}I%nZF60 zSx;UV^ghX0Q@JoJC+0X&27~l0*BcEybMqwz@n{`>@zq!H@tvRHle-^rG!I|PRDC~z z8W~3uN_|gLg@8&OAEok7Sks?rV313RPnGu5 zVE9rXNE6QLCOS2LKWp7x-gA@zsi&j{Nt^>Tj%FxvW-ue+p8hO`E~%!SJn>N!r+jU? znZpSY(FGKJ^LZ!|wa7Uy6oYghh)v}2{yF!TwTT}T-H~1TC1e<|9+}ftA%71@x1ULK^Zn{-0(LoufsHQf9D$}O}4DM}V_~{m|zV=0kmCJA! z)=_OOYNlBR&+?7OVGd?7Eiubb^{c#QA=qxh(uM-SjtDhy@`Tcx1TSwqYRnh;ILW1gDQdOz+T;(I^*|FBDi z1qNLV43)nuC=m=J~|mv~N0XL<0H9Ha}BywQO+? zI7y0XoG8a-JsBYe#G9{t0oN{H;<`dg^VtZzQyv!zcuiG0h6XB>9|CyI(tS&ES}CI? z^M${#&Rql3U*>JSc1ynqtxOEIm4Qu)*VNW&R+`6g+NP{q1!onKb8pRM&; z=p9U0He{6=C-dh93}MPD0iYyjw3Nd#eFmzL2pIp|bDzVbtp^xQhsCYavV|-uO{LCW zBrb^*P*(AjV3wjrdC$<>t(CudnXfx@2XfFDXPJ#9ut`eYtXLYP%`{_WenQN9_L(=R ziu!_4z-JlR(2+!>9RHZ(RsTO_Z`xy7c3p|BbH_Kwizy@L%F45#=r&|SMzHf+Ia@0Q!;w0J~9hgn{UyM1o4%zcD>Hd)k8 zvVz&6oTpH1ML8hv|FUPD{px|AXKrtI!itsqi3fsBwO*lMvimz@94HtvjlS1Nuuj!^ zj>{w#qa>eo(t?^EhuWS})t^Q93UFde?T&Q5HO4vOtbr&|Z2$t{p?gmR1(%J+i~`t4 z?k6y4n1tJoVk5d%w9+4sj#!IjLB%5ilA{Jgmc#=(!#xbsBKtNS{ zo3Rxju@@J^64~}W%(W4g+GrlyIrhpiOwdQ$5@@u*U^>R5qXWzye2N*3Z_+|Q?ncx? ze)gf9W1+b=6)T!&nvX>(1)QB0GOB=`=7^>VHv6kcDM2JuJqXl)5RACcB%n$|S%_#E zO+Eq-c=CthFHTkmq_)gdW~QjeI2=##^k4@=qKp@E$hqX*=s{nq_*1{rMu(EklZp4U z=fo%!Div4uRs2P0fU=1T8XWPLEA(0g&j*9;!+n^?cR5g^>PQl%=(n3V`0O^``N98* zcYgX~43AF`2eEEI=c%_DdwPfHwtHeKP!ygX8>pgqDYEqFcY7?nVHZdjRdU2Zhj%BV+PtL;XUeNFhOFDyuz z<}W)6jY7`VUm7z)K;7n-=dO=cER^cKe071qdO}9??`S^7jFdh}TrJOVn$2)R;MW8= z{PZp-$FILY)!&6@Ch)<;eNmxLY>fs;PSnm-``vz6vNtG!1EGi;j*ihzU&Ls5jO_;p zj3EBiKfHsFx3@7SZ*h5`{H)kBw9`eekzz>dpDbF`t#$*NzeR@Qqay_dg(Z=uM9*$< zRh9bA1%xP>X+iV(^5u*8<~P29X0uIcD@LaW_~`a+9G#r7?HvJf^h01E3lr9Qg(b)k zNvTK$Vah(C!TCb=BdX$QwP(R9yE6tcxYa^w_DmV4 z`!s^ITeiy*2Melfq|68q@i6vhB@0Cso6G$gg;CTx6owNACJg3*lT=E0ZRuDlRgyzh zJn}Mj9_PMT7zAk2zLch{-0SfuERT^BdZIvSu(JyjOqnJ=%?w&uge2{v-EAPtgz?}4 zMheWBiRFT_n%_E{U%9Q^4VHqY(y3BwRYNO0Tzxk&vapS3rxv|thF3RwXp`V8=>QU4 zux15VXy70fPRmqtIRLZ`hWe|O%E?I!fy#?1Od5%;7o97un3D}@*$^Oy+6SoZB?#v* zNrF~rvG?FZ40iVL>Q}yrm8~tzNc29NA&Lc{?rpB2cVi1XcRs}59Pi))pI@ex6^Oe`J^3CsXzqK`Trm^b` zO$XhtsrQoXm&Ave&ci0}>9f;4-2KV_gVF8x(BSWoAPW~boXugP4!3&Q=frL_BR;(S zAx`fOvDRP3+DacQ{WS(sBCh`AI31qg>9c2e^zG0(p%?)M2B2_^(hJ|QtjHXjG;()245mT6@$dRN8TCFzHq`|%X6p67S zJD)Elv&2%9U}IwoS8jX}_iq0R^U0BqtlEu+009KhmQ{ar4X<3jaU!To#enlyW6c_g`b3bq ztgN=&eG!#CK1&<$`CP5^s-S~)Srgj;xrDjY;+q2s>ha3?=>Hs?=icjFlgfgN1e`RY zsIEfoA)PKpqX`!V#>5JQW2==c0K0ne8g_!eXUa6Ub`}fY^hP=vZkgF)#;@nIPtx_N zpZ|@sRO;uyI9}KNihs{)yNC&xiIcb(3IcIWqkkeM9OoWdEhh%Re6ctKTGYqjIWG&0=Tm?Ho<+h8-hjat%T}5USK11Y za)9>Ic>ydX{dLT+nx(dy`2GwMZ6Ov03<72+U0i9S--t!2-^zYY>~ET{tVzY}(hS5_ zr!zfLM+h!f5jaBMgJNKtpx3#8h86Kq-qDLf1)3!mpm8%A<5(wDsCMdXy&h^2nc_kE zyn^)VCKwhO>zz@Icw#NOMx1usJfhEN1_CCKNPLT8kD!UBZHU&Dj-qurs%kBz`51qh z&9O6?u#Qn^goT!~rhq{hx3JmSKqC?7f{J7023ht-SKJX@me4bt-DHRg5?V?_L`9B% zWbtNy9fz$B+m(@Ekl|p7T3zLrs7Hlpj9krQyC@mdAQA;$uK2SzbHRroTfR`@O?GH> z@S4i2SdxQEtUr)dix z-MxcPpFI_Y=tdjOW)tOnhQaXxhJ#ZSwDC|9iTa7Syik}TK_YsQJTOyMD*XoVbR^n) zI?X1dOL^h?sEvwnsJ}am-=H1+O)O#pvH5X=5MjUwI?=Rg%mZU9MRgU7pvrkrsHicb;aA09u#m5p^=OsZ?p{HG0gGLy)Xsr^E9qnjo zR5kIG{i0Mw`-=5Y+l!Xwr8@LQL>Wpi6_aou@=|lvL_X84vp>-52fVg0F*qrxTVQ9q+ z!a30)6`)dKQb+R^u}K}XnnJISNsWs;tOivo)KuokD6^-%KW=h@Iw?auJ}t1;4RN`( z%2j=;xRWRjjq!9gm%e|tV1fv$1)_{k)oSWnq~}GSNz_ON2Z)hEAi`|UUhO0XMF0#X zwM0Fj-grU)T|lD0^6A=?{1d20m0SAzv>4;*&pyJ_AABE|U;P3$Ui~5_CXfp5q=VIF zhRM?m`8yxty?YOQ?$5pg?)T-Y5?B8>XU$~%Iadj5RsD(9Tbnz2wYx5_7f+dY;Hd1s1i}Ow z;LzF9Xf<)`3$J2jt;dyrOBPRs#o^%r?%%(MXHTDCG@M9pe^DxfN8DFjl1cNC^b)4I z>hs=+VTHzTYlTEGAquSf=4u?H~l4mY#J{JZJ4#ZEq>XCeWy6 zgY}*L?Db98TEI`v^Uu?t;!DV>#r!4W#ICP-`_#_s4Cig4QpAKl09pp^DhN&|Dz z0!g`u6e8N#z_XP;lFdsPOs5!)M?T@^c$AWzxPe9~>Uw z*YE!nuf6gnwk}*@M**nkd9S;MI83#b$sI^WwE&tt1_a>InJPO0CB9Sunya{It>o+m z;SAX6!O73jk6HpJy}n2VQdUzo@XQQ{KIv(P$z-47szzfK{nb7Ld5di1`wNWgx#wvX zc-Ex@ja>XIu4Ge=704ox#Z6hPEz-Flb!%cbF0w@}zN%N+^~y^c60)X8bgbqyGU&QsENAfPXa0$k~L5S3+R z>lg?q%l5=p1RWW`DpVWFf`6a(Ps&#)2cn|X?sSN!<%n}B$2_n`_Gw{Og{+YUAIpi3 z5WClz5HV34%YX%vsncy*EU=3ac7qI~GQ*6(7!J1u5 zlH(^WRb!F{_i|F@pQxEcNpU%*O-SPFAbW#-DJB9^pp$0R;QL2wvgzL<%sI-`9A z2();@k~LSLEC#4}2x`45{wT9j$w0Y)Er@oms`5^#ipBmyP9`i>$crggND6g+s8_V8 zzdDMd>S5QW4}V&zNiqd+Ny_$lDcx^qP{hDE%UE8@+Y58@Z^eQ~dud(oket?nV3S}Y z&8yY*i}>Sz``_X4U=RQC&%VnRRGVv?=rmXG!AI}o!SN75oMMhxXwjvzZmfU^6jahi zG%v(*B`=!iGHPp`x2`fx$lG}`Vzp!k5IInd{y%9(y#N0DxU%(k_`UD^As#<`h@bu9 z9Zo3tvl%3i-s`Ge!}{dd`Q^ETjmO(=*C*3{H*^r6sQ4 zSVyCovuGo&vpLZthh&Gh@U9GOHCXD(SM-|wxc&UDhX7TP!T0uh+8)vL7c9idbbP9i z2Z1Pe+X4rL#fK=+xW0}~+-55vPLqgvL+wm??!is6^Q4W20=Gq&quuRFg{KtzO{%~V zV~GX6CPVc5DLY{h`+}&GtRyXJY>46prsEl!En)yPSY5ok(nT{YFn{AbDC-H{$hsm?#tM}9h=iJH99b!iNP z*iqXn0WK)uz*QvAj?weKw4VdGTHTjQy^n$eFsR5Y#Z^(Ki;@z2D-}0N+8Zo>Df%}= zDb1BhG8qoho6pc+-$W31FdI!+sJPc(!`?Hw2bP7?7ENgToQoZTAUJo2G#12=x^!U! z$D@(21j_?=;7+LwP!WgYxlL<3DKQ?85mUQaqsbZqFA^grX|nL2qrh%$UBL_2ZsO6y zPY_|~7|-xKA-9VPNJ4r#qVuG^&;_}MjA5u1BDA$QK;|4#()-;$>l~4g5|u(x z0<&~4?#Fm18u-e)fJv<7Q7Tx0N~zs}0scDmeOxmEe*Vv4?a+Nc+kJwg;Woao)&)k} zIz@?TXz=vOA@)ukLr2EAkW7o`;e-ICTdyL0@fCdb!QUxptKTdTLDSXVDt`ZW{s6nX z+uV*zz|e1f{kQSv7r%^O{POR(UNfEz@$l&bT)y%GE``^)!c0IZRkMHZJO32@-Wsn# z0x^m9PoMC$uY40-5?W<@-VrBy^c`>BxP`RU#JeB<3ilu1WiajY68eg9R286~vs|kR z>6z;oW6tLWVOR?oOKHn13%v8rkFh;8xOnlp<|xv#?8N&tjj1$z{D(_^MW5AbHko}% zv5qMAi!K$#tG-2*TkCQjCu-}lwdei3){lB|hUOHp=0>v_Hc6j{SQG@V<^@(eO|iVx z0*;?w4hE<(wY=@NySR>>JDWV^--9sPQboB0u@=)N7feYkob;!-Fc}JyH;tvBLg%;O z36hf%sF?>jnrYi>y3ze-L4XJI5spR&Y^moMH-QHoph>sO-K=Lj!nN5bfJoWQIL|Sp zB;S^p6F^3L6lp}2hN=5p$QI9ZW-f198&9fZ`T9BMTQj2MP$v+37)QW@pa*e6yr3P$qLVq4cPTk8C$D_$zg6vt8}RI8$NAbt1At*FDo^2uB#S9kxiO@ z)KeO<&_-RjNE992K~AW7X{1#lbOLJ}Ad1Br35!wUKc0-)%aaf;rn-7740wx+(j#w{ zgL9@amjR+iz%)Wq=5P7D)-q~%<$C9{U$SMUMq4r7-@W`^o)m748{`{_sgjb zg8IR^ud-xSO+vYkDPTIxu)4N^H(tDfZ1Tu2Y%k$KhZhA1Mrb`p2Ll#2s`ezA4bs68 z2sq@cN};09l_2?IQ=|X@AOJ~3K~xU~&qY21iYe3Mxw2`U*SZAUWV=O+d$E`xn=i1) zX2QU5Z5Pg7iqYaog=MVo6SrPZLgpbolRONuy0MAt*Iwp?rPE9?-hYTF9tp*?f{`ns zHtJC^RT9jH5}}k~iZ+2{S%!Xp1;70}zrjL`fBRSeHxBko78d(t?-_pm>?yWq6BhnU zdaG!NY8@vf6bNPPToLheWNH=(-ld86Nv)7x!*kdr15$xk@MNj^1HK=eg1Nu_$zS95 zfAur`r~mw4aC~|yMkdT&$W+WPuhxK8Q=})c^a-R0+EvupCFFSN5Yl7WD;`_#6)ye$ zvM!j$J03}UL8(xktG=lkJ+CDr3jBr{6l1nnB8t9G__ggNQ%~Rvy%ih{2E2FBd?k8t zx7p@Hc9Ac1&6hl1dfguPa-ED$RBd?K($5Khi3&Lh!8H-4E65i|KsoYNOrp^(Y%Epo z#n?%Vv(|%SAaSxypBn}^9gT4FW*=Yq#*3IwPq4EeVV)UebIWtdvUr}TRlC-sQo%l> z2Lre9pgM7?3UEc?b89zH5VI&{jhQe38EF$cBG1Qs7)~e|ordVfz!x{0SZTBn=3{n) zVO;=Iay5c`5t;G}W|PtVQP5FB*gjGTjabYyC!m3B0`s{hULv|!aNlpt2P3r!5QB>V zfs&tjilE&?ytab4-$%QcU@+Lmiw%2*4rjL`v34>c? z&VU0}OQWvZ@2ZtS7zFQLTxY1WdM-G!Zeafw5(4ObDh`|7C3ITTYUBs z)wkPfBUx)pt5RE9PN3|9(zW&}Q_`pa#krnmZDpM1b3_zG*DIQuoRqaHBC|YcJPS#p zsehTkKCPT61N~kPgOh=0jV*zjUL9XRpO9M}L#(9@q=iMxhDZxw zKmyU~w%`c`^|MNaYYV3P3MgIFIzO02rZF0=3r?JC)`NcZwM}AamS|G;+tbe^rtY)ccpMLo@zbCG7`-oT;>DhOQ^~@LzxTUe#jNP^Gsp@lu+ZM$ zBuai!qS5W*;+MXJU){TdI}bk6@evN|Y(B-~XCEUD#Pn=FKjQYL92Hgc(8*gHkeF@n9fFc<;9!0digSs!Qs&!9zDH> zmtKCAS*w>XT;$)|-F}LPPacT&z|xmrPV&w2e^vRtt5>;L#GT=vgCX#~Smw1pc4Y)H zn<>O(IKbd=F81E-E*B0b`J#F*u7wE|&|>^NEjdZ+uk@KQM#rbK0VaI}IxhpYxuY|k zKsypNW%grTnD8Ibd~p9mInski4{`COn;^rHjJ1y}JAIJAo-g2dn!o=7Rr2rNhuv2 zV}aU`M<*ay{IhHaShscXl#`a0na7r78b)t=;PcS0EGNQmWMgM>&j!94^ZMK{uyEek- zK6eWU;gq3I2fF8zak4{Wpk!G z3!@?9=f~q`t?EfA9oDfNjL_;mP*^KC`Cz7W2NisnWt=K7N(E4;U?w6=Mz_dCnA4xucdM5@aMX zMG_xlV?VNFY&InMv!a9#PK1OxQj+KTg!=0Qwcgm=;+6(_uGBijze_-MNON}uYuB#f zWOss>zjYJu{ICBDdP$6LUcQBw&_+K<(98=QJUzs>FW*4p$!*LF!%2T9i10#t9dBQJ z1^fHQ_}k+TFw@>rI;Un)fbE9CD4e5f3@*nBE+%a>rVE6mlktn6;P&7D7~u;q;O1}r z4tg)WjCrH2?MYM_T;SQeKgGe{{S~fSi(cH|#E%(RQHaBnL#}pQdhc_=j{Di z@$U}i0c7be8+Vul{E?^rl>&d0T;O(Wjnk@h~*IY`z2QpHyp z1S6fEBKIH3z3MisWtd)Zpb~JcP7o=Zc$-^uZcdeFsOabBoH`Y_Gq*0bNArTlYG<#& zi@m;%zZ6vFi>JtJ3sDfEm6}R-Dh%-1_H7IXhj{1RcktP>N6fIQtPp{Rk00XS|Ih!P zL6InsIL>Jv1gh9i-|3g{{mQqv{P_>RhadjU_gRsj?(c&;?{a)btvV|!J#I0igm-su z8&@x1;`{vI_6HcwMkt~M=JO!~!E~Qbc0NX4F8o5>|On4Xg1h z|Lm&aIGmLy-5WwkGqW;}nJqm>zrTT)+T&(pZMkr?_dqqZoOz?fVN@_pRNR|Y?WxtR zR7R3kb*YE}?gKBGK}Rh>Wmy9)YIC6ua`^9P9likw+CIlq1z6O`p&`X+FYsHw3 zGA>Z~#o!XsdP{+YpWC)RV1C&-R!HET5SZ>BNF_gwI}GTN1#mO4vZt%wmP<4V{ zcNI}&{P_vhhLaY#h&2zaic7lRV-{;6V)+q?3^&s*Zhi5$u(`T{d0b+&{XXV{M@p?P z`G6r+bowA-MlE*QdVXj!?e~zr4w{sNrghdf(P$|vgB za36^37>bbE93;>P)n5`WkTIe}%A2AF3KbY>R1s7h3tEi^PS~nU#8PC@8$HC0KSOdw z{opL@2ys@+*(4x&J z4Q6~D+Q5Pa1+6`VCKXCdnBeyI7_V$lA9F`0rl}}4oP7H#z9xD`7z@p*#fQ{ zHn?XWZ~{B>YzWWK7#>W3Fky;+4+}he=Whk*qBe-bZIn!zsK2V<*g+e@<_OV<+H5Up z7n#^~Ean&-9Na;_9U>96tIKr#nyh zS?9 zzws(|_72rjZ6PfcD)3o4yFOc4dAY>H&36I5DjL=Kkl5|36^(2Ocrh+DO)6nN8V3r} zZGrW)DJZiQaX_l5F<4ZTp4NXJSg(RI5!)oR_Y^@ubg{^b-DLBL^yLx6Q>y!hr_xD) zZWL{&bxFAowNc%EpR6WJ?C%Fym{TBVqty+$MTo_Qf=HP`YFAZC&%HrK^`(F{cWom| zh324@n_mkNWh}&g5~>M8pfCm6v|iY%GHR%ki>ReP99mr3=wh>7AX-dO%teu(*&5v2 zR&dKrr_)A*Dw`D85ST;sVjG~@OjReQ#B?$P%z_0C8`Reyfj!n)V9{7U?CIJxrc@nb zAM-dt|I!ugtUbkF{_^iwzoJ|i9PRJp#nlMCbd3SRmDM#2Fy)=<6hJphvDIwg>Xkme zu(5$JmaBOG_)|P%K7-Nrs*r=Lli~ye1MFCXzKO6J2e=ePSkFT=vI6$WV|?_d-$k;q zj`sCy=wH3YV>5X283v!+L2`0}M!V0pVDzO(e2~s*QUG4q91ov9M7Wv&tLNp{X%GF* zrPuJv-WI-hcn|k1t4iYH)fez@{^U>a>BGDDKmND>pbQwND+8vChK}N`=K#6I^m?lt zFi^mFIvij;KK1r~F8QHQwqQ$0aHWYDRBnztVBS}C&M|r9Pi0MMx(ZsVh2z$7;KaKa z_>W}YHwAi~7TY&wVaQ^JZ+`79+Wng@}SDjKFMD?+-8nn8t%6f_`QP3$gDax8~?9y&v73fm|GiED+ zmGK?@oN1q`^&u<(!*K`qu_g(M_6nbcM-O+fn7xP9@d#Tl-a@h#;pAYO>FpBGOFIo+ zlRyC%?4C`6&b}ya$Vw+FS_*im0X(%YwxUYJjL$#1-#kD$&ydaL=r`KP77U}{RGpo! zT)K!yJ5M=Du1!5|Yh1Sel}Z%~0WV3+izu^mW-zIW0-e^s%yIu;Jlpb9lrjeq!~ zA7Xzv_hS_(SPgz?}~~s{QBOXu6iBnyknY z)>5kmpBYgVigvqXeWq0G0dB>$hHa9AQNUn%V2uA5ho6?NSimt)DH>R%xa08ppXEzy z*E5X@0p~?@_w!?{C6-I^Hfb;eGIEC7GF05RNF~ou|ncBv0^Q8mYc_d z#>OBg@#(@c*i39PDrA&3G^r{RiXC*WKm)a(I{`oepk%M0*kd?6R^j|QIH~6FR>boS zpPOoZ$bJ6s3|~m{-{7E%5SK|d=9^V~frA9v#G^on)(Z~yoz06{j98&ZyQ*`+HFnEl z3vNR9q68PWwh-6|c1S0IakV}s>ZCUtVE^XKOJIBOazCrX#W#G9tva$#6ZNVqK#$)-Hi)quWiDF zqos%03?p1>D9s{LI67=_6Wb; zd&B}p^xiC+A_*3?@2t;OX{_wK8b!FUc@Z1^HIS!ZR1}zwPBCCBGNMQh@q_Pw55M@? zPq4SUjYhM>jFPa-aC2)NfB5aU(GM0leE12TJ-CCx-VT2knjbr>O9fRoe(E#|4Wr6em3hD5nXKJ>9hMdIXPf<3iM!|7a}UULOr-e#ywkf zla!<-tpr2Txme7fd)Qj-|Le3n=yuy2BqTu#CuOFzJ?&t2J&6QdnzB+AuZ|secCwh; zVq9S7(IKemw+O_azSnE=+Rd0w=GI5)Rr}cyr4;bfjVn8(SZR|mN@2DN9@5@U%n5N& zkwA}t)X98;U{?CQifHx(%5X1d(!|h4cz@><-@dwvusK9HoiiB0hpS$j7%knh&*D!6 z9!M`^OZ|BxX0sH!&+=X$NZUxr;zlV48~J?7x+pA`r?!!NKE(+-t82La=IeO((PM<& zE_w^#O0&Zjdc-!0(+-RGT#4HFa1auFW`k{7o8|X$1c!FnyknhSoq*|I-4>j z(FY1Jc&1xeH;8eg*~hi8iLEq7hwk^_7=!I??En1ly{H&FBS4;0NeMU6*MksaVpb8Q zmhPY0Aws3^pP5*69BzK$HGJ#BWxVn3JNW70Q{1%!wm4jm3}zc^DA-08nnb$_b|FQ8 z+O#6wi}7Tr0A=7?0dnby^8#Ybo{20AOI}#%<8*M0NiGZ?vK}p6@1|9o+rU)S+}hfP zQfS@YQ0))8AB6()}tcm<-7!bOyr1HZv6!%EshOmn3a*+3c%QbRXw^0o#C#1!Bj?e8M# z^w8<`8O)`7=(Ky%QmDyKS=&dAW9dAH>MwzIur%MCtAuNj2(_iMRJy#;%3WbKAtZgH zSRF)^VQ_VQ1C!|~ssmp>px2FEk!|T!u)dHco1us`OM$@k3)hnl+2v^eC*e%8_vGS0 z5h~z$9yl}3*+fCnl}-=Mc30-vc!-epF?t^P($?!gkD!k}fu4ytj__FgyU;)UK+%wQqcO?)iA=b6R!Ifi$Fxv6!(9Y*BV<|GZq~V8)y+kfyP(jxR|) zx;P3tyu{$T3`S~y1gK6GQr!(xIoM2;Zm4O6? z%<>FZSK4S%%SEQ%4c1ll>##wceNqFMJj4Yb&pEKy$9AgS#aaVdj%gO5O(1L%vF$CX z1<`pF64E zXr7(p`1p_+V@0hM(2YO$^s|tOz~F(`VagCkEY8syReM;r=bI z@QZMtc&_J?w3RYsrK+zpVnG5mBsdotRZSIYVapb{IG>I>_8>JoFlPxz zs*X|26%11T?{&IZTj^qTbrtP4^`B3c7s)(>-5>Izuw0ZE@81TAPZV0KC)Pj|p`o@D zMs0&C1k9XC5RLX<7^dk3;x)ktA1!pMf)VvIa;yfmH#BN-V^xF*YC&Y8L>HLlg+o-f z7W=z{w{thi%FLqQTE*AC^*ea*@@x2uzx+>l^yGm&N3AT1J+onN@n+iKePNyJcF5=#I5edUL~dX%ESc9X02gw&BR1@-cm z*%aA=`sfoG-)5hYLZX`|jTWM)#Z;kYXA4o%;RJ{_+h(JSX8J0BW)wBKm7v{9@YY+e zVKSNG_DA=aYI}0@kONM?ba@wu(ObWOS1!NAJ@b$6-A9ttFpAR@y6g{NOH*XftY&l6#19o?>=;u`f`2N+Ji^ym>6HyX6&O&y`3hAIZ@3s0f1=ysQSzO(?$e`$ePgfyLi0T z!PRyj(P)Htk+Vv0pzNJF?WI=x^oW5|81DHup;eG6V|p;Fw8Pn;O2t9!!*T|Dsa=xn zC`0WPbpGfxo)@lP#pO3&M{qF2wP}e4i3ZK*n8rCmIva?IGSBhP)~@3hyB}eV+Mmh> zW`_%a7#?|v20O>7&VqH8Qq^&b+F?)h=A+>b?t~$(r9HfquHZ_VqD25HS7mZ6WHMU)p$mh)$ti*GmI!HvkHcD6{D#2hr)%^{A-t2d+1qVXOUZm z>}vo3AOJ~3K~%HI)Tpm{RqD|M&-$vOsg2fh((f0G52j@8LD#p40Mm$5AA7&qWN+ow zi<>w)KElWMKNTujUSMZ?8wW=Nj3*1sS;$qZ{a&onvSRbR5F1n{zHe+LF6>f5_rpDW%C&Y=<*d;HGusv;xMN#qqR2oLZ*b zhOQb}kjup>PLEC)guQg*W%M?$0#SmKlT)^O>aTAh8y+AEocepD$wZ(I0ul>__G}6y zHk1T{&gMnco9nh?ef~L|N;gznNo=tQ|DYt8+CWdor)<|5l2cT>go}yPt0h% z$VS+pqSZ?NCasKBLTurTP71bbeO@9jVymr26Xn$MS;eJ*DDn1#^`p*pJ{hI^Oa2)! zpgbRs5RhOjG24{QQBP{2w${BQg^4m|!G%yOvLIZ#ufSCfiM{aLbj(!OK99pxi^eBY zXMTHWjxOh_OW;U7+^o$nLUt`o(U`u_l>hG-;DW3P9bD@*1v3K+&aGt`o zYf^4B80=}RR8$F{mDawqV@0B#bha7=21&Rw2!#^w#u^Hgx|l}tv(Fc!Jo6CFJR!qu z(f!j?yu7|Hi8$vKIkzaUH&RTf2v^qEll61gF)487s&(amUv{_dnMl=No_WCSYIKH9 zNpzjsZpiVc(P9<~jX~rJ6Hfbs^=!yya*BMBP%y@==ZHo0@Qqhq!zUeh9CL|& zKQ+>BODlvxaB8;Bi%g55GhvnK{^WHNJb+Q58%{@oT~biVd_*LCb})E^)58<=yA8CO z;>pQxE_2@-S5lCgi#lteK9xevGaiYg{}9!ZMH#Hnu4zM@O~yE&N=A?%K@(}*LK^`V z2Pe3F_cr2I4~yKQ-D=?0ddpY)X;F}uBHyeN)6<~D3Fwqi(IMRg>9eV~-)e7gR*DCu zJ1&@NO4X^ffmW-7ZmWlGx5pEPdgw@0!Y)WR;Q5%DQO`wTEU7}j`usYb0HbX%xl<5! z8?*1lsCIGwvr`#$hYbBb^dRw_Zy=MDsb&&*asPi==v)ZUZm)9UKRP{@#E$H}4E5}f z8K5AFqObI*WmC*aGAVM8B_K1U4-nlZK+n6`SV5ZfVA2lS?Nn6$SrcH2Y&PaZ0gQ;Y zxk5tsNBkmQ7} z`{GNl;XD8IkFc?}iScNF>1@pRPO7x~d%O6n?|&cf{`%*bO(#erqSDS7oQVxEIzGhR z+qbz#_IUpY*`g3@GU}_IjyZy-RznZCH+qPjmh7 z_z;Wvg8Rdn=>q{4r?UyBlPUK0ck%0A{v5;OLqR*$u1W5p4*XRw*V;h8OFe|{b7_G^ z3=(zl)>prcfAWpr#C&jo$4?*Dm=5CFAuUGBNlyKM6=Ac0bvNka$a*a%k9sp!+N!F` zht5W@^fWDZ!?K10{$6jq`8K}s_E+(@fAi-!IhvucQ0z_G%7`_c9|R=NiUt3fei})P`E-VuJnR|S&Jd+32Rd{Qq^Cl( zJ-+uq)-oj*1WHqdk*rI(?JO6ai7+T&!<@lEvirOBwYSlkSZqE$!s#a;A)*5zCkK@j zt+<7g;TT`(UBb(I_puqY@zTn5o>TcW$K%syT-od8ImSVOMPb$EvVm@=&->hDGD22n ztYl7>d6zg&R>5SJO7qj2Ju#uhDr?h=3T$>~K3(i5Us|7_pP2 zYc_3xrVYcDWR(PqyZF! zbBVw1QfHSkH^d~4E4DY&Ghu>2#+3}poltXbXS;ZLl$dsx6iDA zPSU`QTVKZfbPwfxEFGm}AzFwvAfM%hg8I)1naX_@3SBcyfR+2^pHaP`f^(Vt#?I za5G45Lr*V{l~Qk9wUifLp#9i&%6GNt`+QxHPpJvo`noxr^j2Uq5P0y(jaxOs4s<`C z{4K9n$BpnKy_B^3N8`oas==!6y;|{Ay~|YY7^vO8sXn)?U8{Q8%8kY|3yr!d)Jtj0 z`-==mWdmLp4R!?wSA;lQ#de5PZD(A*E-Ilq)U=_N?^-~s!O@XAYb@WX`xqCu(hmuH zCW*wly#6_k5%!=#Y{P_4e0s`|c-rytnP0FiH7*s~#}Z`zF!jS&{qsXcgGxp{O%D-Tr3WTC=cJaN*YASW_ukKeUe)rC7u-i^wiN za4yuV%_kMwxd`uFI)G?<=P`c%@h&cIT!tx{*d(EtBGZby--f+fH>rZgw;{L{U)BRs%8l4bNg0)A_}-ZEWxFB5Y3hQ0_HT+**4F~lIbCn z1&FCx^0rcJgpm=cOo-v?-)uHl4`CfswJ_R0I>L{C{!7efW8O5_j84V- zN*#Nv6{37DistkkM~4rQBr8lq=c*sII+P1lawqGv7GRow0nmh=PY1~6$6}$w3jAs% z$m#&0zy_de)W|;E(A}|Ee2R^S)iqxNU*@gphWnU zEnJGOVsL!KRTu8}p}A2O*zC@5dUQwiBo>@3QFY0389~+P`x(CZ+8QQG@xQo|pcU)E zU*F%(1`Ec~R9#gkL~rE+HZEM@>IzjsxH8HBQ?8r7^*=(ND#cob=Xs$3fcVG5x_&NG zeY^)8mP;A3c?KR(qe?%~zLU^kbaH~}c+5#rUgZ8ggo?98TtooMA#T6_A@b>*0fQo1 z)-6DterC@W1u7duYGK*hx`eNM=^MCl<0jsE>n*IV_3`nqe}y^GkQK3Zz-M5L3g4W0 z>0ZUO?x2B5nR3-Hp=5PdAZbkaz#=fi=|6BVLi4>5Ria{4VI{LQ$Zj?ggi?zr+)gq18g7dVx!x{`o#G&SKq|m@z2l+8!&{8ElP|g6NK#;&CUw0MHc_|!s{ruUcg4WhW)_-wg-C{ zEoQiptmCvOv5P5FA9GV;tHoA)^trRc5b{(xw2lqaFfYIq>S!C2#Qp(!H2pA|4 zJHfnSQK`5uIMDB&*$X82r}#o*7!gLKc!ZKvs{FHyg>A6N@hC5`H=eR(Y@6e;oYzdd zw}q{jzKZc|hU38j_eWp2{vui{YYaZ!eCu1uMn}{!Fqe ze&v!Hj&%a|io>g&?4x&oUpxGY@KQ=OfD zyRa2B=)Si_Mep}F<1Mdie_diJwsyr5hZ^{Txm&CDOe*hKglGQSZ!@)ailq_q)1YqW zS93L4`V8ZX_n$M;{)1c*`SV_W-z{aIv)ttRJGye_QRVH>BD<6C7_ zNKVD!yl86uD?e|o*T${(2yi-?;CMV{Jr!ozP;tZLxV+LufBz6ii$HU)ip5#!yHqVF z*3Uuf<3BfNZS9@{-RF6>Q!%GB80G~=WsD~2x-I4+AWs6QQ6em!#Be;r1s$VIM%s%O z3(iwXFql9$0&HKs@e6uko&%g!?98(+2=#x56QniEqibA6cL@rpijUT} zy$P!*B!6@xOiUU>iU%X5HM-bRe5B0Ipppk?yx%7^a(8_`n zUsbMDim?mkLtpt5x=d(At<>R^q~d=xJeBu4n;rUn8d&m5&N8kZ_F8RLx?O9piR}{6 zUpa9sM9HQ0Vw77^Hx~0yTL?~?l!_1aJr$%LUYS_ba3dAXvOefBT%FeU1tP}NYPEC{ zWd0gnqK2N0ir%@yL8!Kd6A3zGi_EgOE{RYOJtz!BRKn=4P08h@wGCWf+rs!{ptK%w z8OU7EArzfbjfFxP2JBliA0Z`0ha&Up>V}M#3>|h(`ymjqK3dp$hLkJ`P41-h`QR@d zN~WPjNM7dIDe}2xm2IdUMZk*aO*ERToapnSSK1*tN)TO`7y*{6({oNzEvtSibd}GL zEhd;va;~C`PZIGAj#{iqF*|*RVtuL$U1_hT#H!hbJ=jKMOT2wao->L)kQ1+XCfX$6f{Hy=^ zkMX59zKj;xHI7HP^U-_Q+1o~w6p#=0VeOPz^JFbW$x03fg47QWT{nm@u~a2bvD#b5 za1mfy9&%MHKy~PF)sGIYIKp~=)mJ1Mw0_7|@bVS>@qhF0@cQdt!6zSogfGAS2Z+-5 zaQCy1@BoKEc)!YP7w{YZOQi>5Qxu0hcFm^M>Q*FP(6)iAS0juDCAP=Ukn9zBdutPRvEcrCBiuL% zR0z?JBL;9-V2dn!O2hkKqut?ZKLrFtsUnP+StNA(D*l1_>-Qc8qt)OFgQj>`EUwPhaC*03pj`{aKM)P z-STWuRfWq|mEnC5?<*+sJC5BW{q6-j96;wH`8pS)G0H}Y&e}RwH`dYb_RwxN@X`Id zc=Ti&3+n4<#~v%KYSh|gVqCd;4UKLSPai(SDZ6^q$`t`{`RWDy-XHxgy4^m;$KS)f z;XSqOgzuw;2IHaEOoe3xllDFC>fm&GVGqr zu#(0I3IT}LH&@Z^H&L7dY2y;oW|OrpCW8aa2@o#F2yG^=0md?1HJXmGK~=LrsQQ6l z@ynrq$m|1ZODec&Rq;*FmNZTfkJY2aNrGBJc@2k#8E`4JDH`Kx{~Wx=l;CzSBvjV5{<>m>IyDgELd|Xn^&R&9AkPmr0N~0OfZ)5a$h~SO5GPmto7|T=S0^0 zs{6+)p4RsvSMPT{_e%nEzN)MEm$klSr?izNcl~92vR&PpKZBRwSbM{n`*Wwd|2M0} z3+vgfOV@Xyrn}#>Ab^idYCYcdI1OegarAd#%Zla?__+lvCzCD;kpkiKt_9CHqB%*9 zW31#)If)+_NtEgDS-8>)tI642x+2H&9&SDtDDuzM3XnU?GYqLUGU&k=NlxjS%>cN$ zwu-^dvFbondQg=AIj1oX$eHCwX6xXIb&fBUvx^BNf24vIfz>Bjfld@4WgBDBl%Tar zK%KNK<{ASQ>;gBZHn!;)&FKWqUV)ITbQcS5C;AtE@JC$rzqk8%`5f|NZkGP{EC8_l ze4g{%o^wo_>K8l+7ns0X>0Y|9i8o%pg&S9|U}a^MmG()DoW2_spdUYbiVtqz#{JLk zaf@E1mt#G+ET3EALVq29@Y}zSt6SIDKABicr{f_DT8}1UcEz9;S;~><34OBt7!iq( z5G`<_(juQsFd@6NR)-f7A8HY)*Op6Owr)Lh&ZX79P#3t- zguXCxP!P2(XrvgPoG?=5DAvYXe}ukgkRBde>?nhRCPzx5F@a?STY_+_t^j&SI%=Uy zfLxHG_JE>9EPaES4JC~-!cVBai)9b_i`_L0CppTn@Mvoul)`Fo))p+>7mFGt3*7aU zLb(vTBvu8_r40im`i*#L0gxrpdfLGYZE6H8y<%;n-9k(jM2!>?i5VpcQ~0L~gWDhf z1NZj}GnEpT0Kp^(1pOXix&oT_1FjT;{MXvr)9pI%dZL&jn@;taKkvY`QYA?O z@1QO(@dY)t!^yp$+fIyxCZSLCO@*){P(NAu%rt4@+S*0FJEm=tH>w^qyvdPX!P*6c zX_G}(NZ191RM1!`t8o47rAISaQ&|&z_RdwRxYZ!nZZ&P&GDk`lgqu&MXj8ICLQ5ud(2{-$ClNAc zl}p2b`yKMyEr|52b-e>IwYpwUqcp&rPoHYfz{J}e6-j`qnqGX^9DNk3ewo%BJN?| z4iTCJc_4cmu_$PO0=wYet0bZCvOsC(2xAF6DJk+{ekp454@{0(c8ZO)Exej+VtBBR zQFg-W#Azt)6$D(QEROs6f%$+mKeqR9q0!=M|NB4rAs)vqTxhnq5=o-AO>!wwotlaz zc2;z*vJ*Nh_DQcsqk&78uCQwR%Eil=<`(5JL#Er4>+iR=V&A#owCX=zcKom!1=iyw zN@}>>Bg?!K2LoU9L+%d4Q=EhrE4>c3R{LlpLJJKvSFa#Cn&ac?J|?z=>!iHYUBmBx z`M2=$8*ku)Pu|1i=^pYh!<5=gl!-`7@A%*t_ix|F7hicD7gjfLANQ96yRvlWNy*82 z;8-xSX~3H@DG+IWz30sCu7wl%)`9HRW$wjRMfF>*Lw?O$7q4P6JjJBUF)jkpDw@ym z?C!4-KY0w=nxmwFx4!xftZiP#)|G3Vuzv6V`p@|2gP&tM9`dtnHxfMA*}&GtHD7h3 z^D_#~bM8~-LZSVzE`WFRXm*4k=7Dab1W-}XPnLo#Z$scPQB)f(YKZY|m;~aq8g0yG zQ_pM+wP+*>Rvj=67@%fvbOsp}4^Jz1(;T=T3e^isF;|o zbPA|oK$Kh(23=%R%qji}-TFQMB9`Z2SYkV}60>RoIb|?YlI~M-E>XK>nr9??MG$(= z7jLK~d4b)hkFfpZfB{jr4p|F<+a!u5KyFDC*Vd8?H+C-BHQI0N^+;@`q4WRiRe=s} zP5UJKO!8xD?{-Oe>ER_?Rq)-F>%hSoU}CB6?kL%{?`vHMW$T|>i6vNN;@N5gI#bDC z&VP+xm8h!IfvMKDugrhmFc}rOtY5tP5K}z?e?PVE%8JUZ@1{Rf!q!StG|BNJ69)j- zis#TvDfTI-P?Xgka{e*GFXrd{TW#>E+B}%eFwRS~tr2YsY5@vLTxuui1O}s07>)wI zmD-yg_?XIFt%~*P_fc7MO3YKTh&2K0iHUWOGMJOY1hup+GNcp_q%9Rv6b&)j!#E3| zLM+_@Rk$Z3WmedEn9;kUo`HeR}N5vwabbcn6h?!yoxK1rDwK-K!A!2qA$`xNhe_&(md{UPq$ z{S>3g>5|3*eH$uVUtC$mrS1yQmi($HE{Nj*7bcB}CDXnh82nFv_FZa2Uf^i|kkx%{ z-pA}x7p=%t34~VKUGU;X94OIbMSWW>KDOx~0fGckAn45FXP=?f?4hvYOG&l4RLECY zusa_mlo8E1@#1tsIW?g)np*6|PE`3)Y+a~2WObsl=Ve~1SGo&83|EfGqNE$QxFQ>I z@(}vOKf(V?*_$<4mStx`-`;1uqhB9m%E-vMDl1EBl~Ab!jX*LQM4NTP55TNnc4{!`|5aQOLCb03ZNK zL_t&<_BrQzc(#O>Wo2Zz`@QF$VehrR^$ns~w7U|uSs~7HMBZ{dL~cUXarZ?<<~Wa; z-fg^0y)=rGr{qpGgBeYvcycarFmZ_gaT0At)AlH!+E$7HtMo1cUFf{gIbU2~%7dlx z7ffGv!W;+=l@h7u`C%|o=Wxm~f?PV894?^#8FmrH`!}J z%o5p*nEudMM0B5;P^5B}5k^@p+GVBT5L_`F4{&%8vv~)ZF)=DlEe4IEN@AF7m}NmO ziIa4Ickdi4GAH+qH21a_-y`u;;!57M8-dfsPoj(@Czhx#w1ipYGOdX!xpq}4U;s~T z98;E8n;Nr$w(wp|Z4|rZ2N#?a;k9sx85Lzpv~eveC$0z)(|rw3LUqPsS`v`b%l4-( zEn3=%=Yqd30^cwc>b9lGigjD4Ys7(EBbb6vhn?+fJbrcwV=}(xG?9rI6q0BXqV*3Z zGuXjMqBZF}awcpev5DktA56UTe3(Gvf@nVl^$o^;&7Lj_eFGTNQNm0>xjCUjW=lN1 z$r7yBYh2IgtmlrhE;qJ)8K^E^BX!vQmE85o0EZYh9vDX{(t*|EbM1uFd$hDtF<}JL z%)a-l-@`xpNB=3_c;j7s{>hK=m;k(9|w&pR;!vN*xBr%$k0Eg2w**}BfR zlr4k_Okgk&`(U%i`bEjlqc7*gPiE>kHw*+qvP&yTUDo*Gi!WJ!N`-Zmq+|@h+Wb#` z`j`0n^Iu?7tnlG4eIJAI4DY;o4A=$!=wJLP&R;%bC;ljth$@=8t=1dtwv|@vszD={ z>Uh1inh8u)I`Rl1L(jUR2pQKFZ$>3k#B`var?nuCMB7aIYHNo`^9XT9lk6I^ zgA%5W@YSoYaB%V#^6`PhJ9>{HO(;1D#qgxD7Wx>HG(wbGm3_q6tajY!(?v`3I4B&M zLQHER(WlAilGsKxou>OWu_*&6r5Cd=0v4io-$3#8b1eVzOJu7#4u?~u(-Fsz5wqmm z+e3VI^)>#g_!#EE;#XkQ$)AhP0U!}{l%!&G z;^iV~B4tfWa6Gt!zxSQr!8p(GfB(V%fvepMlnqhnBc`e6tW&(j*pHiSj}_|&V?5iG zyha?YEgUftY>6-3mQy3vG%2FJ#rtjzk=<0;Z|G(|DqRbJP$+U}9eDcnmpDE=!JYTt z$N1g%@%+=D;p6AeP%f@DA{CwaZm&r0n~$~9wtnH%R$!(Da~Z6ry!xIgA2p1NdI#%D zzVFP{64Q-Cye!bn*ElR29K|D)u0VmBUFHAIgLm<7|H`l9;}=iyv%mODPW2#<2r{Q~ zMu0$K>|9?g@lXHve}><~KVw>J(YW4$nO@;afKvbnyD4>Oiuoxw;`@QuKw4ePLz)n0 zQj_*xiZKS{6bzSjs=>>b&oG`%admNyXNwK)o=!RO;U_=-f3a;We(ig|jSs*5tN8W@ z-@(br9bO+#r#arZ`vCunk{XIF?^m=QK7R5XzjpsrrcIG;!HSz-!9m{O#za@^1e!pm zk#PHKr|#2yOKEf7SkUcHvdt7?a99^519>LS;POMf{lSMk5NdWi9M}~iLo&HinR$|| zU=lG94c;&TG?4+5ZJV3Em0VzfdIgclC#u@5*uY{RKlxChP6WS zcfI>|@A)I2XNr|2c7yD?e8tO1v@`Vh)W-1lohD__I$7J!m@qVaGz=(MTA+KWHR`X> z84U+EmTx7meYpzS*9?YlA`=q!)BY{EKY91vb2Hgz29=_`_Hp!8|8k(x4#bb z-n}&;?oah^G_E%Qp4X2ItyF5ype?LL#_WA&v`_YaL);q+XuPz5e7wi$ppGSmH=9Bu z*DSJ~&VT=SjV7}*O04gz4g4ND+Wjnjt0+q88x*Lbfh5b|$>dL;Q!(?7dEY6SO;@)} zr2S*O{XXtrkr0VZ>(}}9H5RjDvcJR|C=8ky}0ai7FqoA2k+zW{owm}bmxpZ z7}O<6%O*VNW!VEs!aw~2^#ox5F)}K;b9%t&=x`8;KAb2XRx?$NxPX1{Q4$Rit^6G?}NOv~FasQdAXE)=RJof-mwo8F0%Nt5!mK!Uz!=R+XN0 z>QQXqwma0xj`dg|X238(bmN*zBwQp@U|y(WH6c<|l#tpqh8+!1tDc`Dd|bnZd(hYl zCt5nvIsJ>;H>C6=s3 zUrmcbGwUD`-JdgR8c9INrf8$GXhY8OEgS6-ARtX)#PnHiN~{*(R-0+nm%A`wrY1F( z$tkU~t>($)Ej3++URlqBg45pBylIPz>qgiikx)&Err$2KRt?rd^U9mlP~5SaV3uXM zAfkIGN)Hfwk)m|wl&)B|kc$4o z8$7wJ@S`tRxY#UsqLP?Mk#s30(#Z_@WGXbTT7WjFsZ^L^(=+K5BoU*@PIhD34Op*( z3;E&Qt`OYmyXDfh)Jw0s3xg6-Bu)SIoPj<1yX$f*vZA(#kn_(Dsv0fGU{59B8vW3a zqyov1uTABecJ1IzOJyWf2-7iB+zM@+)%g{E{4f3=%o2loxx_S`BF<72j-&>X06;o( zv)bS&9$+*|c%31N98=(pWH1M!Hr@X*Ct5^8@AVBvafE`Rd751OE+W6@K+Zx6npzQP z$u?dA% z0ApA_0tV|Sax{+Ah?CXQb3IX*d$@ZAS*Bd-OWhcXVJ#R5egG2%@{KI!!m%fKBsgT&_8RT$dgs&L&tN#KIL=n@X5Y#Cmc$p(dis4e2u8vF4iZ1Kse$&EGOh$UV8Ku=6E+ zxr05MVt6#e>Er}Idj1P6+#0cokqrU$2D@3e3V0BuSSBU5Ug+0b6~0DOHKGu`Y01!ainqW07T$RCP5jsY)gR-c-0*Wjdw-)@ z<*r|}n{MLBf9p&uyYjtaHx%q~oa!@Bx8INWVWP;sEiOufk|cWNOT>c$hv^Bd%iuGI z=j8%RD<-drqcz=O*feN!67?60xhE+Ez;s!Vlk1;qeAeL|AIY#~V(1eUQ8CmZUz zJ#988)^L_QA93qJfS^zJA%i=Oq3$db50E*#-H;c)BNUe(g!UP(=fNYikqL=!5OlA!hl4z zT%oB6TMzgNky(}!{(3N zP}x|Fhc&XbOOEio@6lVNK@Pwf^id0LdIiEg4|puXj^CqV^aclw)`z}pw%W!{FNzC$ za2P=JpL^5Yw`QLq;BUNUr+-HK`T^*-y@6RfC5_=rXlYISa6-+88g$33FOM~8B-{;BJLUNZld zQWFe%6Me1iwDxMB`St_^6GYEzt5-ui!_p5i_HMgv1;H9!L^L zI%Z9ijEtD!TN`ulNgz1)naqY!j8U8Y#`zFe#AbxVqG@(pxUxV#JCS6dvck6>z0FeC z#nZ+6CV$1WP>e|IPtk9-)*GNVUDL&~TZo)e@eMn;hZ|K4TLfW9cpOB)K#e=28B%Tb zX#u2Wk`2}zFfDhupx2EpXIfK~6YFLPVdI-xH1ds3yj#*tB<~Yq9jxA7v9-GB(hX#p z;yTI3T%gg7!&*n3vKytU^5mUZ3T1<;DAB|T%wWJYubW?Sp5gGpsnoqxw9-^YjW(Et zK-r5iA;Be{ym~A}wK1(U!RnL^Ivo}B9j*uzkYFSRNs=>-o|phlK-7rBU&};Wd=1nE z(h7As+>cS99TUSLPjP&BirM`$4C2q2mg)mF(*T3X04ER6UcB z%70g!MF}=BqNbWQ&|u6#pFc}drmPJIYbtN$p3&(zeU{-c6O)qdPUz;$fDn@o=cTD6 zS|{a28wG%jy0&s-&5bf$|3;9}S{A&>+TMg-A4ew}DBrK75#{NM&UhV|_RjHXM9m`^ z3Ougo4uA6F2KP=4jt-=ux%b9hoSoefW(M6yX~u~VRM0pEfXJk5i_MF_#%}#gCaE6C zh6i}`Yrg|TLw@LpE^c^wwPWUjRe8sX(A8HLSg%&73d)0Bah__>$wO&t^xhfKnzUeR zg4+;N0!5ou>(nSnOZazTaj~uO)k}*!yMuda&G(H6KxEQJPOa(e5Zgwa*4gjDHOe*- z7ys6;!i6=!x5XfIdcs}+O-J$X)h6AFLtmhKz$x}qik>@o}$&G%$NKLa8QA*jYL#C}!hW(E2 zIQ9xbD^HQlTi6m|+RLVu3bx#v-C-1a`D%etKEZ0f#AdOklu=wS9S`&6KK1+zMW&MT zr>0}VrgE)zHb^b#F&|{ohF%q-v?7#mX{u|Z`7TYa``51XV zmi^Xu1!ti2w^N-^;0NQcmLZ7Vt98aEn&1-xBnu!w2(@>q(ay^ho7$1%pX&J;*Y*tGw zmRFiJZreJ@sfljqU(oeO+|2W{5(xOu12V1NWdFQq+cG8kYqp5W1YA7MH@K(TgM z&tsgQe}SW@61RUnhnATx17Nunb3IOJ64sm1`pzorB0N-14UY3{gkSwPeiIMh`VMy6 zH7=iii9Gv6jY)5zx_hsforT#arnd}^n~js#>qyhPL7d3*&ueaif&figr)-Q-l5$!H zdrlE!%c>WY?|MSsqHQpTmH$o?F~F``clP~*_WeDz?dAJxOwRz(-)OkP@Av-un}_LM z&r8_6<>&jpBLSpBe{g+c&1>Jr@2_J1=H=*vf!JU2T2M?22G@Ft_+E2k+W!wnaJ#O( z$5iMg2nV5`Q#q0eKdMX%iqCX=QohjC%TO`TDX~NEOW$3CZ|=K0_kE*r=seg9jWkbX zWmw5|DuZ&;*d_do=zZfFW)SoFbYcDOPo;5V&H4tXzi?A|VJ^~#>uq-R#qPDTYzV$w_Av&%{`w!>rH5RD;2YoJLY^7!(X(=|sx+W7%hv`s^@rViS z6(k69iSFJPDm}3%o9zn4a*k|tz_mItjBUBYfAH`AHa`8|{t0_@*xph7ZJPeuL6pDw z_W}!oQfS`2e+S3I98I~ymVs>=T*WBXOO`oX0zK1M5|9YIuXilLr_VyydQk2#JGqbF z`i)=3(QJl4{F6V!^YfRudoKa9Ma38$jOQ2}F5)T5rmSEpk5cLCWLjg@7mOB3 z(r}QYHQn??S?y>>I*E#GTU_uo5HjH+#8(`)Ef=qzj$?d)gYlRVm5B45Ime3Q9w=v) z^R)?0Q@U-$W^a}waz@z}as4rCv%}Zq>=5_9^LJrl8#vG}7hx_~esex}@&&fnkKs4ZCA*j2HyLAc|2Gf~kA%%}afR_@ zDh&#`w$qf+0_RV^#{4gSh|BYjv0lva>g5jCR~wmHLrf(I@f>9-CS=m67l6N;2;j1z z9Qwr$TLNN~6%mj&GH(5_M^YRqqiPmJUzhC@fik_ z5tiA-eYmsQII<9mqKn@FA&@~03VR?`ABudqXw zc?|O*q9(;ByH^-Ke2DRA47*#2QD!VAtzyz>+QNbKdBgEk+ImOlS6z8wjFzW*O`~oJS;w^>Gb9^v8!}rTI zo>Uk3Mez#fZiAims4d#HjMyVZwPk1X#+AIb)VmEwak4~aKb>;FOdtxd+u?^-A7i

ZWKCw4J&RGL#>ApMbE7%jbY2cZln=xqAA@k#KXTs(H%^H+tiFO{qmhD zSH#yoVL-0jtx-FnezSa|+O>=j@&&q}q?SsYiW@X|N#JQ3^WH$R76Sanv|rX0H_p_= zGq5aYuKk?t;EX`pL4telPS6l5ZVNOo4I)bQsl9-np^j(SW5;-G*Ea1`WC$mq?rqfC zTFr^+_o?x}?c5W4f+T`TJm9H+N#NONif31^a7mxVBp6K3;Nw&pfy!Z5JC4w#)Pu|! zOeW(tW*HFbeNjuSthz7jdVS+4+v3&;__x1$^Vw?xJ5P-b`5#U)vOV_*jmop~Omj@{ zaEvz|y@z}-#B@By!v~M>{Nn`n$!84Eg#u=|+adNt1_02AUk9;@S_vOI#uvghRXHIy z2b7wT=NM0CI6XbV;MEKGy6829-Bddm$)at%Zk!P#(a#+fT_@T^uZ&kWqZ)MI>D8`%Ok!`|-v9ZYw!i)Ry(Vk#n;jdV|JM5VzHLlmEhw7P?gXGu>~!X4)4r=K1#{{VU(rq5YFX*LPQLvEJ;ktBA22?@10^tA6r(QVicq zGr0+tgj5G==xMmdhIUSBF!4W%Bz=RDa;l2+-Xj~e^>X(yy4T-7>RT>F4`88Beoc)( z4LiweCaN{!9T+7Br>Vi0Z0>0^7PQA_3sI*UQ;yzy-}Fi_DjDHHE&EMH8rNR)aBN-H zn3pw6gFtT^vnjc(J&A{hs(6 zzS>B?8|;9;1)+jJ@G#49Hk}}*$kt-R*Ru3Av$TXg6>(yjCD(r&sZU;t(d-D>Xedc# zRL_=6CL7+^$%toB zmsnMm;>eyUoCN^|c_dR@YVN4X;mNY+jaahVHQJ!@+|XB=qa8M9GVx0XBfR_3_b|Ql zkdG~9OWvlvf!Q2_DE$-QMt*qaYz*RikTOYQ!1O14CwO~#U-50Bn80I?-&Lf$e58fBdex)d<*cy zS#V*+_d={x{NUgk4A*GmD=qAfrcrT=p&uVlaXh{wQ}^9kCIVI678AAbgt&k;>TVev zoO*fiY@LPAECOshdduJBcLcMIEpDO=iFRFjRCK(&+)(f zkN*>*Y|KAP59?d+e1PF-jKN^Q1yD>`tu&?D?XbAM=6kxJ=?rc9Je3yUvr<& z1F+MZAOwRhPWwQkMt&*-aD9_7)7}>_opD&3bFGGy?7KmYKQ+bPV3v+m5A9ng+~7QJ z0&_)(n zYE|Odlb4vSD@-Z!Gfg;FjG9UUOqh}6MBPc!pFnBzDvjtic{RbIbJc9&n}|WAU^dyA zt|^vC8=;L<3M3Bo(ol%o^&4+K!hJ%2#|Jon`GVyKMOEP8!#6QsUt>k?)TEK6$(t@- zHw!_u?1c!c@&7K>GhvJ}4xt5uz` zrbqh^v0ITY`W9&t;V_Rd8;!6twVzc6PI@Zi` zZmI~#iyeGjD>KP5kVegZFd}3&!H(8%gLJTi%_T;0cK05hJiLo9KYz;8fqZ$5qrs44 zc9LO^gUJxz*&X5c7jyWCiXM`GsXdSH?z=&fGk8c^JBrg8WCL6*uG=chV85vD)c{N_ ze_SoGjR+8l@aDl3LmT7#@+mHh4OSGtdZbbiysq=7`i2-jbBYtw$U5&zRLpzp?i%=y6U5~V^H&Rw5#{|{8+B^V zDT!kL+y&1Z1l#&s&+o1%Fr6JBt|DxMQ8LKfw_nE6LE{?TBB?RJgTc7?az z{|I;A{w|(h6^O6q45(eLHk=Ca{+oB5z8GF*O23kU6$Gy_ASMGQb;64sdjG2ZO z7D+%k#J}gs%L}f@-kJ^(??Q4B_VyG3wY$R1gs3|LK4=kZ3TD9x;NvxQrn~L>uLT{h z#EA?!Xh)@KKCMfYt}T1hXI)L{h)Z3gB?YP!Nu)-1u{j~tm9h9E!PmV>dzdzRHYS^p z78w?6--y4HbKKA|=pBB;?62V8^!x_XXSt`s6nhWu=$iJ>aDHRg?_X;U4Z01*-!eSj zZ|yoT=`|)m`1>9J@mh0w`-f~n8uX^e?fZryQ178~VV@13sr}K{&t>;|;a%kXaH3Jq z6+x`r{8~3)9nZS&^_M*lHHHfR6nCSp^@QQt#u5^U?XJ;Qhh`H19^1q z)+@eeZu>IEeDnGIhI71Fui$7uCh3zVW$0WHcc()fElR8wMUTw{%}1kyGZ#de2syG6BGNyIKa zUr~ZQ$?*35H!$C>*!QXfM)n)}+Zz1v6(m7_TWNq^0QIMu?M_lLfuf{R*!KC%SVo&MO?{4#j$d#bSqz5%YTLcX%+bzI+n@ zr{>YjRt(pd<$)s0N%XT8B#trHzrWaa2Sa9v7O*Kjp4F*WkkwlVFK}b_m zFpPw89O1}vY79?&gfiX$yK^+_7kiO2JhiQ*`G_@oOX$ARL~M65q0YmDLPj)$0S+cP zrehPMbx$J_PjM|V~`_GnVOXj zJQ7`AxcF>T53Ub3>CCJN)J882b}S}*#tPAlQ1kJ@F;X(ES|n|PK}$W;XR2xSdPWN@ zqmwpys0eeUMI*}CJG$~Vo@ zoEr*?4uj8HO$^_C^qC^1a5J4fW*VY3K_eHj^n_l!Dl^I4C0ZhxN;NX|wS;u4sTa|O zI489nVKy3IGD)~lh!`vZ>Nv&DspEX0UO10(Ge@;9u%-KbR^Y{xlo=g#ZHV$s8d-W~ zsCgh+#^~Sx+j7gy2ReR<{%|-uJHx{_9`ehsS4-AMvw;T#oF#l=k*6DMsz$W`J`_k1 zpA&A5e662Ho=6;hB4%82+ z6cTGfEDDM{8WQVeSF=vbxssa-AOHgbd@+qIj`??;PVm#Dn;a%K#w;1|=U-FdL`G=@ zYIt#lrspdqu&`>7B@L3YVg>~l^ScsJu|w{_?&5@^Q*)P-^oD_n2-Cp`XNRX44aWTZ zI2WN&wv%X_)!%?kH*182lCC+$M9~^ZdO(`^RqLfhe%7jS3sHtH#H0B(_DZ}wXag*G zt(;D0sv~z;uI3!yQf&%kHbxaCogHMqpfkN@F6g|~m7OQ;r0&=jIGv?P$?IX6Vm6L& z`D%qb_YUyUci+UH|M};rniU(hLP43J8>Y%WQZ{fMSv1PJbSjBqnsfY(BaY~>DHLvjb+$MZ1#YCBxj%8?@dXUd<(|Mw^j@6Z?tQyIR4+unuO@*y`#4tF?=hUJm zhjfZSY)ArNI4xsBYeD02Xd@gFYmL^$UBSbF2Clb<$^d|Z^eAnHU$e3Bn=wXiio>%S z*|%Te=n-I+cVQRb$JNtoeEG#^m|tI@;;7h0*?bx~s1$TL4Z_&D4Q-+Ik{b9li`bW< zrQNr{pO}1ZHfuhwlgXjFyE|@}*PAtt4`%q~kKV&zddT(6c#y-U3AXD37tf#J$(JAF z=@%ah5U$aU1ST)G8=M_vyuUl|T2{?#_Z9gOC23E~+>KX5^BC$9=cSGb&e4s6B6U;i zdL~rXJWDY>d5Gb7#0-j^6FC4e5u$J}>iu)IT47g4csLog$7fXs?_A$_G2GPZbz{Wa zVYgXeSFSNWn4+xwUUR_4%SnX0rxVmB#&T2gUU+mc#MvxGT^BqgnG7>rEekw(Rq$uB z%mfSfuvgZP<7m&otnjTbkNkg>CM-Q+B@zQ5a(?=4q3C}bBn&2#A)pwD?x=}WU?p^0 zdrfQqx^xe>{B4l!=s@VUk>no0_uAigGM(_GwyTCdz`pMt&^w%)uOH-w;rzE4Ls&0* zFCfOqH=5>~@&NC;*Y76`?7#Vq`y+gY_9)r|?gszedD=IQL<{D3CwpJjO`mZ%7~}Y4 zfWeT~gnIv=O}ECjU`(Gbv3DgpV2cI~)YOyVuTzE%1K{N0<%NmFgN{7swV2ihe(t{M z>&9*1Z(M=^u7zije2cz%`2zReywCSP)#n@PnSE6h7Q1#QR!unM+GD5 z-pF5<#V%7mY&cX;HjP)Kc8SNPwf5CI!fFs_>d&g-jE$bgVwE0QK$*J^gsdhef>m- z;g@G7_~mkm`=b#L`Y1JvV*3anq~Cpc{u0+$mw51Sj^hW9kPuS=vH??FLxWgi0FVLt z(=R{4C%^b9US3?{dQR+MV8?8G8jg&3(3r-`WHs{sQKSZ`P8)xo(o<1J1+`KGS_(H^ z04-P=rIoYGy2jEFwY$wwEq1kYb zy*C}MIbSZYTE5_OP;ItiB%*G>%n)(1XwePM@8`ttLC%#|U0uWxU@?_zRfCw^-ZjHC zH1$@IKq`VGO(G!EzB)+ajc6F@dvxp(>q%*XSaZ}LA_0zwwoDs0-9IU_Z(=SINXL~A zYc@Ke$wpK(AZ|vvMsIro0}V$?JVDMo5gqn7kT}j*$)ybTYkAfCbD}Sgck^?wsLlQ-}el6IKH>PKiJkxn7>* zQK%@U!lI6HEICTWwVO$2&L@;A^fucT)CdK8*sR+qtKP2CdvL;r5~;Y{s#zmPL0N+- zxtKb+E7|YDO4hvE7K+K3vD`FKx8qG4>dAkPU?7<|BzjJWHPP?{ZO4VLG%7K+A*Ue{ zS9aFp#+qQEY#}->+W1zRE&tuKr%y2)3^Bi6pxBit$<#^nl|_CNsn)gZQJXu4gim}6 zY7s+;pD)sV(j65GsKN$LdY-A#Wm8Fg_Cj9mA(?rRLpI4f7S}x08;&QuA!O$-aWXo> zK|bZCkF=(|Mp!9$y(Y4<>$DzV6A~@fzz_f6OT?}elS3@ve8oUTwDVXzo#W4o&++2r z8VPb{`}lsy0{fk$NV6d((;53`oF1Oyy|>>(mLx*aFV=Ye>}$Ndxt&xU5%2HlOXyc~mct-Sm-dr1OmUB*lA(n=$6$$@+%<`sMrkoVdMN+Sd!a^(t zvrLjyXj($+L=xllt+#Ofy^lD?^NZ&TOv)i#F(Mh;dW)R)pVfvRl}Fh`m=Makq086w9kHG4Yed>3OViY3p#SAQ#@6OI%8xLB z1CiJdM!6Wx-ZGBkobn{YG#l!k?F5L@<~?G@mzb`m>MHIud7}=IcRhxjc)D~TUf6XS z(>?B;fs+_<5^bD~+v<|@+(V=9{f)xEtIc{vdG~pIZ*7sOO~XDjY%tpTlz^XA+qz47 zET~YV^GLCCMyoaGxm?)E*^v&IV_k2IH8&o0pv4VKpiv$qy3 zg^QCC*(gDF_b!9X=jT&49j)p$mh+`B2ZLuxPrB5n@pdI(@cIEZ>ovxQN4=?R=&}@? zCRqaw88&OKv36C&lVEDdfAQ15LOFko58inTjUS*c3)*2&ZEO75kAIA(pZ*NHtGTc+ zWW#6E<2A)%We2>+*DA}qIh*8F)PV;mao^ckq|D5kB=!s6-%RR>*=&qflE&$@o7se7 z{>rh$Cc-!$;q4E8iEA!elbCgtjIpg}SevLPCh*)KU#=^Zl+r{1ud9_lECUYNpZ1>z zN~a;t0Y$lf_4QYn9G&6N?Qnhh3`b?nYfBWo8oWfGu`MyDzj#h+Ivhk;t{RwOj>&L< z#j=oQpMfK*dtIpe!gMpN(aKEI;h4mwq|6AV8k30tk^FpUDgz75Y9uZ($g;+8Jx$M4 zU?zmU6{;QIYr=2)YV+&6SiQXqiP!(roBjT*dos=b^Xj|F?#+Jt=6w|Kh>#A39yr+f ziI}~&Yq7%{N74PMYmWE&tU%509cI_d@4vs*y?P&%?Ehjo7~7ozf7`R%YZkd)q=7_v z>w3LEaqs5+?EpiasY0VnH7pIA0;`j11E;^!G%~%VMmEt};_C7WmzP(q6!@F2N&mR| zlXv*uTHPL{!KaU(;9GZ3@kSzbclgW{V?NCy-p6-d;xhR;uszvRdmh8kuuFw#rO76E z8#UtTq61x`rLzGknZFk$=G72)b(l%LBCiEaqY@kGyU@CHG;*vA`0ub@&T)7=;G?1Q z_5PcWFreBmP1Fad<6ZbY=85vCl?5B_kveHuVp*0AvNYo++j*~1+FHZ*fhQy9a#wpi zzntT(gDD2YG%hMO2rbo+Z#my!b+yK3O@nFjoH^v0l`4oxW!S6v6+Zd+r}*OYFR)(k zSnBRY|BljYT1%2)Fq$v`K=MUqL()Jdk@Li|dph3f@eJ?(%J-QjSyu&KJpKvJzj{WT zVli5BV&VohP~pOc8a2)Lrp1|!;o?N&Vq!51%Q6(j6|lSNT*0N}RgIP``Q!S8jT%kV8{$MbpcZ$(kDoqI!ln3_0$gO%BfeF~4S{4XsRT z1X%D2YS2P6IXqExDq;P*(TPfs0e}}Rkv(v;Z{>!NC>W!9d@&hJ*hGwq-5qbvR0yOd zxVTfXNQK3mCu0pqFglHYk!iJ8Mn(ACFx@0s%pUb&L2#tE3ILHyc>|NG##|RoZUEu| zGk}{^bAMfD_*B=T&-B6c&xn>aWQhl=IY%ySi%#+oDDUd5OQ<1F?P;+j34l^GgDwbq zPqA@fo5Ae#`d973N8o7_Q-o86f+)Z0+B+T&F&NOFV*wJljIQ^lS7GxNLZE0w$#Go_ z2BpwWY2k@tHI5O_gCwD*uV#8N)nyc)G)#zb&>+rhWZ4ceMG-b7H}gCJcMS%S!zme0 z)~UQ>({gq=zRK(5M-n3>7G||A@u$Cdj$&D~(|e_paPe(?Z)z7Dovl)b_9lD5^}j1h z0;t_by92%7XfzF#Vl+j+GaO;Y6WlEqr0kRqaora>yyrEhVa=NY119)wOQRl~$w%WM zX45IIF0Xk#%Ex2OhGVA3C3(*Bij@AzNBoRXvzm=Y%nl;256h@(!VL&hqqwN_>`YIE z@Eh|vXKSz5E7sKVT1L%hB!DLCc1eyx8sw^BfS_QOQNczn#3zYe6ocWA zi(yXBAU$@iEDib}d1`Jqm{PNmrO0fJC4ua_6|T+~SigLZkt<-|Ji~A{KtyY4<-}Nw z*fQh=L#B1a#7e{;!Ku?c?-#bUiRMWMF=Ijz$N(fsf*OmoYFK;Ek`5}UCIC-Bu)hbG zOs06_qwnDI$3MmS^J~1=tdS3<3}#$ky}~d_@a^#_*25`2y?Dm-JO)UN7|N2DH|=5M z*Fo2PQx%|^FXk{Ci3O{B^SQ{F)+>b;?8F-k?EsTzjB;5a9a+3_bQh!T63e>aX}}~> zHq|X(w3d%eiaXhamz|nTWJMasU|JO7EGcs&;^vEbC8Eg}L^ITLN3T!OcP#61G6fEQ zCdpdiq`3~XNV*T%B$L6hsMQOGqA9EkE!#FM08}<39oUDzd>cVTPS6qYZs|6PG zE$m~5=r72;asz`oO!X;CrKATGKM4YeDbZ+%e$8#b`Lj)%7|4*Z=vS;JZKi41fRc|3e1K%T0|uP4LG3Gko#$ zKgNauzZhPffp<-V^{z&o40wGh9ds|hIdzm;qIBi0Ue(M}G!P&zmS{k_R$FdH^llBQ zCeF#wMZ#e)9FEZx1=5&&p4Qlr{<99WUN4eT^@h6KY_M|uDLnziNK!*}jPe1l>q4YcUJCWSiFbcw-i~ZvzfLf=2eO4n@RrH{t#@hYSNe>C?x(x6)|<%h z_0WB=z_*Q6c!q6YW%XS4+jscJ1L`;TX1}5Dt+TiMN{`Mj0|Fk%wP0h{^tWr*4Zy_r ze6`TFv^_Y2uHkBhb28c;W$-?I9jI*?3a*vK@>al7Y9lqP=?u(A<1r4V2MqqTvg%rf ztzrVFHG(x*ua|grdC3x?;N9>#m&d#Y2x#BkNic5$E+i+TDA&ajCkJC3Bv!+GBocT) zi5)?fr#+j~_i3e}%3v}G5uE$-H?Id_(EY5n`aIPlTcG;nRas-}Qyh{kwhrL0n9dr6 zjG5ALhB-xQzq-U3)iX|vlI7u$y?b5Mc>MKq#MuxhRI@0< zf!4sw%L{z{_zRq$Uon#j0Z4XYFiwWc>_J1m2vm=xOJv!Q*{f8`5-`Q=Jg*af#=M&a zD&JsR%u&0g7W=VGiyDdcBTUukQ!K8};<`^7g~UpBeat6~3~3uA8BsL~{_JToP}7r$ zC-L6It>GULLtVgA<4!rRjnnMIh>wkRcur!O*ibK)izZS8!zeXJ5PFN@8O1>=sDsYH#B2z34M*eh`HP z;cG&c$Z1nN16+6ryr7Gw7k44WYNH#2mCe@+!cPs!Xfnm&>=?`SLgKvi?rEnLPUziM zk0op>&dNlC=<*WN7IBm%h$bUC`e4Xj4=fYl zB3o#TPMIK$SNcEQK()pl(Zl6@tL=6!Ms9Y}IQAAG*4nd<&aoMlRV_R(YEI~MF;AI9 zeF$wR9Tx>6hhQ_h&VN-NLd~BxCM@z!%Sl}fXsYRC<7?gIoma}E=7^$ETD2}pG!24G zbu*H|BpKhcG&M&uV0nm5GBNFA>}Md6mH{W^#*~Wf0ZcMx4c1^Z!qLfHF8sJ4(g{{s zt=T}55+$rASrB4LBywYGjvLBZ*Cgg8lsC*VM=v9DHp!fMb>bXk;E0oh!Q6f z2EBF>J2qSV)swIBYDwDFq;34eq+iTdYW}lK3-w&GZ$%%2_ifW3R=GgqySWI4sTct= z)F_j2&6{VZ_|Aj-h%1NfvcR^gc{){=0&G;foyL(#7AX`2V@ZsA4 zVvfc2oSpr5#g4E4kXRarhnUO`FdWVpNT8`T>FlF4M=~5U=n$zcnywq^e3#dk*sdva zc7gTsij5sfmqyPlHT`5nM};~ytT}r^3|Jfd;K4(th?5SO7zvB@8p*{4M#p#fULaFY za$P4~95qu!z2$3K6H|dA5jPr}C6fd?heY@~xiiFWh6gE68#l`x>jo)~Z#;0w zqY`GjW{T|c#f1V1vSzYDCaq&x#@Cjv&dV=8#hp8MaC~~gk!+juS4ejTqbB8N?6Xgv zvE%OW!$&yC3Fwk`!cV<1S` zCCmt`*y&ytPRr+(fS<|f9i04~@8apFkMZ@ZH3npcO2t$j!$lU$ZH2T1Cdhf3ylPpC z>LcRhX}66~yJ=EcG6h&!GZ2u~ssSQJpmG!-`2(03k7oDq;rLBlujhDHo+Cb-z&7Mr zL5}?uMyb~Z;C7m(XYe`~u(}rZ7&W%JjWMv~FkT3tOY0x%woc}0g;6gTCVYm#9038tOm8K&-^^R+=2+f(dB9(d`*Yh3>i1c+?ty%ST2a*>J?p>@;B=4o4V| z4p7zNS3=-&SyH`Vly2*U(L?Jf8_g0pS+fgsJBJK%9pheSSoaJ~0doU55#T1WVPBBq z6RIg~YB8*$CO=6s{OqSc!w-M>Qw$P|U;n|sgRft1@cep%=a0X_i;Fq#zw;5+O^N3( zzhrq0-FGXh1%m0T?&+_6sZkwGp9lav826X^Ze}P02dTYiYDINV`24j-zH$U7{kd!~ zGQh=)$EaL|&H9Q#ORC8Z;w=u`PNWgKZw@mWBoz!SFf3nNoutdX#Y}}8$4(#VAO7GW z{=xUry8UzGY{nQxB7dt0Nb??#jx7H1zkk02Ui68w`a7+b-koZF;gQASSJYTZG@)xp zlfEHg1y=SzN}?ej42k=V_<9+YQMHuhzVuNizBV1h4`{c~&{*i87`il@M87`lYTsPE0UFXibbITaHGXJ<~pqh%_#*f3W%|xyJ4r z&SuZ#E*PfvKsTcdpYU0jDS9}=*~ux(l&Ik&DW6D-4W|gP#-B`0R|{Ov7u@tajcE+$ z!0Z7Ux1Z90R~qyBy}$}SWAOQlbG$P<#1J)7=UP9dVQesrEUr~DLA_b%6+*;fJLM10 zWVjCPCG9)_h?N&B;E9$UAi(F-d4%^*4tUB=Q!8SA#wtY$tYQ8$^>5Sw+ZbiJ;kt`V z{+8Dl7#*H)YET-d_~4!Q@bwS>7$%9^dOt`IESuIfZNH$mywtf??gygLQ{oUAh@KqZ zWtjz~8kt_VC|+|JM&l_GySBy!W?x}&XAPnXmv8IZGhh8+`Ny>-;rob|ZV_#$Fc094E zHYK96mh5g*E1h0USG*c`vCd!VgAG$0f>E6y!L*2bGsJLu2hk`)RTfO-ppzW4t85G< zo=c(TZA+1&%;-%dGgOMdBCes(mZh1aKT{!UsmV5?;iemn=n{D@^iR&c%u}YUF0bdv z(wga=w2YGTvgf!ZX(k#U^Hgg48gr^V4C@gaF0yDo zQu3dL>J}Uo1?ji^-fWtuv1Mf75ox@Fp>el(001BWNkl+ zR&&s6*6g=|4jg&rbQ7jxq+z2*w7PI+f;dW9sM&>^r*sPKv0HIf$Yf57W}2AMLQKUx z6-FLYDO^f0+3Kh5(aSVlLC{%2u#zM^EQ1d!s zuuzsZHEtBIlMckKm5_hZ{wrmZnpmcYlQV`73%rqsk>V1^Y!KNnU)vChRm*he#23<^&;=;CRHRYydcl6Gk?udbsg`1Q)K#}zxCC_$E zKiwas!zU)gdvDysZ+`RvX1T>?S75y+*KV0AwrHl81(6z5(oFJ1Q>P~4xb5ZrxS=x` zq&deZEmmuef#HIwsnq0-qQSOuT+Z-hz9f$cC%_>~A^3i-8FYX~NRq~QmdPA$`HCcoG76-K&JtiUPFQ>P_O_DqL57zF$)ifvhtbsk=*<-#o-eW4Zh61pB1$D% zWTHl&f#cX3kpgjpmLyow`Hxbh;~6H7V)eHCtnca_u67nbdpyTSZ=c|BkV?F&Z+JcT znDXXDplv>MyonQFImmN1-V=$B=LtTY|9V%j49O~}R6FmFNPm$IhrzGErQk*XrxW)h(1{fnpY!c8u=_0+SiPje;AgZGy6E8}!fr4(4 znyiMomTxUsg)v9z6$i*UN$1++3{=lQTeBYm#e}AbYn_o_FK>ZiKES=ZV+MH2^@?Rf zv~Nr-K`1=epGdN5*mO|NRw+Dq;+4F^imIj})5 zHSK{kQ)m{`#-}L;Tv`{Rc?XdwBc3Z=qa0#mlch$L!z$mzN0-R0vSmkq*=eU}RKY z_*!kljcUa88l@ynN8w}Km~v{e1@A*PVL+HbQ>PC0#O|Xy#uD2yPf(Rx{NzXf5{uOZ zUcPvY<>H#}>$mS7;J4n6xCRT?bTTBje9;cefFu$?J`&bm8z9j;9^+|GaZG7-y!QFF zc4~JeWsK6ZnG>tdcf~&X^j@Pe$?XIf;=bf0jycTH>0aG#D={-vV9{t&3NuQ`tA{*U zB8fRplMHaf_Q)Af$a8%6TW{gP`(rG38+`ItKSI5!bb{waQiU*3kv%sGUN-@>=+Vgc z2DbrdGF`E_PxO{1GYTe$?HN!2Kh%6Ty#K<#JIJK9t#8vkjO~xh_U|5l<8{yn5qf5C zeTG43zJhV4X}=S`YxVgG&E)Nj8*V{;XhJ(MLp-Mx#8iwoXU1*n&rY_-`iFiyk1CIC6T zV|y)ce(!s|>k#gd+lV6o&M&XNHaus$2CbFQOy!#Yb>5^w^(hrI7lL7S;ByXTyshJsEZx0F3z!_&r(-d zZ8tnnkUJxm+TIA;8Ya{Ty?vE>IR`d<-tG#nDQV*0s7DG<{Au$pcN;ExX`vD)b!qNN zUtDSPAj4*jfl?YcXJM<0qgCf=Dmc^85H`=y(C>4;B1xxXfYFCYs88Ww0c z*U07(tBZY59Ezsh@&{m7N80r3h93_4mPEl>xFkb5I*^IqFc$}HV;R9GV<}&W3p{6; zClM<09pG$r$5RIv8YH*I&{Rxq3tx0&TrbbzZKUxLLeUUVqT+_ro0K0!E-}1jpNC?| z%8e0m?zhs%)u}wshdhl~l7?_6=RxQ|G1KQ|@(HEF>i{dDRJzE=Y@SHY#6#p`GI)>- zWGU3dG|VWyhNn-JXkwc{VRMqRB3yjr)kH>CyXr8RIFhD%cCiFSYH<$vqZ%*wq)85)W3tLY0fEv=yZ}7mVcc+m>%_? zK$@n@Qof;j>kNE!qmH0xwT*FjFviCG@*aTchfhyIa#tkwnrZrH&glC`>`)G#z+%Y|qB?hTz z@Vyuv65`yr5F07({x#A2Ye^BP%1Wmy0+#X+XT8AXdV%K@IY#$VEwo{@2!8O=@X7@0 zij%OBk{sdi=or(3sd#0SCDRPot2s}ivQdWdbc}46@g$OIfe_{gtopCi5lm%y6Ji@( z()`wBh8W4SViMJGJAO?vA|pLHt-JX!#nIUjXN=3E6^VC(>hqb=AdehNDMBM-!X4lv zZoGFzi7hd(%7SV1X1B(wnPWtg?!>?m@JUUC7iQIVTOb}3yk@3}Y?SP(y)DIHj1zGh z<`hS!n=}x(L7*R*pmAeMTM$LKW&_wH#qqs+c=P+eiobsT3ZFcl5P|NANhOTd-Lf5s?{34*m99U-ZC-CIKl+SYE%#vE|C>&e~>;IVg58G zG!J4_8L0^-y>CvF|14&(iOlGTDM8QAC!c-7avj&2`-%jRG2JkgH^FtebKee=t?v7x zosJ``-ZN-H?6z=j8ylHr1QW0*G-+Cy(`VZlO__ngMY+Xp1s)JEtK19s!6@v{=ShuR z>7HN;{I16OdWj_2${nkP6t_;U1o8P&Zt}#Kl%Cu9uE3Ip3AP7Lyk0}=y6L5+q5H=f zE;eVgL-wWJpX0l~{BL14 zJ;JlkK1Q`&BCR}zHsSOZIw$3>VsPE6G{M|P^*7?-L|#M5I%Xh~?%QB)NAizK%Uc3l zN;Rt-5MX9G^H&;4j+G5HN{!3;8o&F`{{U-R_q2|qbG2Ju<2T-X8=38N=8N?XpFg?6 zqtk0l&kp!HyWppy`?;Ky8X-!;S((^-H32m31g}w}RMSchrC^SF_t)#qsA&O%?#}b3 zX`A7K22|UPP6{KDowZCic}+@NpjwL7M`Eo~&12adO=Wjn6Yr31KgD4*#r??$!-p|e zM?;z3hUQsstKgwyU%SD4+cEE7(O#m?jYd2C3^i|eC#imBm4zYFnpWPe-PN_0b74KZ zZE}C>l-a)qIqV%#+mQM_4=l7bU04Wx+t}~FYwsHEO_O^^;BOuiWEBXeY_~Q2UJPSh z0PCo}Q?_9MALYjl1KxG*neECPBp+m`(3;Tg9jgpa^-8oF|1hPOb(Ly~i>nv>UJo8T z;60pJCB(#Au9jGD*IEM^uJ5~jHhgBk$1u7Lhzx&kbsfI>C4(h{pML%&-aY;m482HK zso|auQk;zvJSDBUkM$bYEie(DEwsnzmCk`5vd{O19foyn#5SVTDoF@hU0os{jJd8D#=_zqO=dVem@&)r`HQEx zx_ZL#)qx6OS|CgZSafZv7R(-^bOqLzuW)^N$>*+ohlV#fBCq?QuGzH54JrDYsQl{{ z)9{IXIWz_{is&w4P_o{D%|K(WJBu2qx5Cn;NZy(^+E`h0U z=9RRyySl{u`kE)k1I|FNV0IfW7D-!6Q&jr1R~j(I5U_)AoQP48_v%oNmiojRZjK?7 zDQ&H8jzrU?#=j<$7eaQT2&=_HV(hXlWBePY)y}zz<3^Dv+=C%&}daL7iSZJkv%e2J|yTD=%v?p@7mc$Ii9kJv;#+Ly7fk%_znh4lIi2*dsXjwXh z;8BBH*Xr4TcG`j9zN!-zHa}C7Nvl-JM&G|RSW=mV4^smZCIHym4ADBaLO>}i08>%y z_#h^u0Y8jYu?5Y}0*#R)N1SX-F-KemO?{9XFj^v?(Tjueb|Vw@5EDqpG3R@!W)1Ri zIK)t)ZJGE0DK!QpN#M>=Bng711VT?|QZ$Nlnji9FLuPhidM}t!t&_$G=kqO|zFKj7 zAHA+oFA6ab@+}bKebC}HElQ5yUD5hi1O`gjeD{lzU}D4@3$Zey2%|xQckUeFWR##N z3VwboPE=^xh%Kn6M}P*oVJO2rCTkDt%C*Vx?dDQ41#7Wb@PZjJkYGA?0s@dE8#;6% z-lESCHVsp=C>u9TWLi#zB{@bDDoo8PnI$>_78oF)HI4lOiHh1FHI*_YoJfC|DI)BZ zhBwI}1Dia>CnG;@dP)e2h4?JQb^( z0`+!{?R>)z7=aMQuHp$izh*5LDfnElgeC^^fuQWhWQ>#>rUlcwp0J~MlE<14OGSRB zuH=Rr;Bb3{BnqOI#SE6j`bc`##8M+e00|-T#F`)ggf<8Qx2}o`S?n>+VkEqtHmsj# z*M7w_dX^zUM|V$hsGSGV0^ z7iVy#uDeDz92}hzVvWn|5{CyzxPN+|!NJ6AV24{o@d7Z_Ek&Eh za5BTAN8iQO^#!h;4ta`k@$wl4w7EC*9v1aBmPw~~t)B^d+R(q*^d}N_UjSCsOCnN3 zB5!4CK{R-31_$FQ7VD+(jdjs70Eld) zz<7pV{^-|{=VSEgy?6Vhc zLTg@ukr4OjwNa<%xu_aExva3M>mb_W$a92c4V@np z$r`@%fZnHo^(DUj;RGZu`o=FcBfGg4>6|gRMSFapiKEi*M%v_u zrd}I(gXfR$@K&w=I-05>Q9!JF%KXh@@YgACL3zoU;3B}vsaUaZ$RoQ`?FFbZnF zfA1JyEJ~d3k}RlEJACJ*(O!QV6j|v_sXwB=o|*GWBAenrKt0UP18@YK1USgtZl8ePf2)nj^x6!^I#-$ z0H?XUPNryL+$MVLN@K*VMg?{Vq1P;ST`$xCg_=Yv);$%i*#HZQOPG6P#SYnU3=`$z zmTF|G!CEnPj5X{DK+$a!lQ0|%;Oc~{1fq5tZ}wIJq9{{rlY_7lsCFUhH_-qskFyh0 zCdKmQg;I!ID|`wIh|}!vw!xwTHXk7y)zHF*98#%~AS#Xt#$=Qy%9M18^sve}q2Ck#2WYsO zz?E^N&5c3p`fqwWkkhJ^?zKpx0{P)plR?T5H(A=E&t98us}CK~{YXzuhEyFiuTyTC z=x0M}dAJzh^asv5vP{f*DI}I;V^dp)tr?M6XLg>!ch)$8^#N3#ZQRHq{@^p@5 zL5l%D9jXo!N&>F;rU?prEOQwGtRDJ4U3mOKwj}r|Y z$(z{qyh3nZh$ERk562nlwj`y542Bqelju)kh_Gh}F-IC%!}%U|qDPGqi@`7vQ_afo z+QXX#CqY!O%>uTJ*l@Jkd0sc^x`nl<3G5_J!ANA%MicCOsPQ~bm>ib80}8AbOKdg* zqQFVBF~}2Srw2GqXF_u|wq3(U^gNIoO{39=B&$d)`!;wZK%B6H!agOG+ln=AxkMll zC7I7XW$A8s+C_dc)cimE)_XXwKE=8&aQWgAhv@)KG(_TKJS#5oth&I008+|Ow(=S2 z9wW&`98YC$$TL*bSPfH^*>r}sbY3C_aOr}M$r$Y540dwB{sD)x5@wv>{(Fy@I-X*K z+Fl{Gx=!Bc(dZeOo!-IGw?4vZagFQaJ3L`LI6C4&o`AGrxx%AkE3U zR_8p*Fk#7_6T>#AQw=RIznCv?be>hAU>P1^W7Wft%nW+Yas3i{pP*nZ=yH6?5N5m`?O{Nz|JO0#IZ$_B+h zhbhECdIiz_N8Dt@tOxz~e&;{J+1XpDD$6X!&Ek^xu+{n+tK}8fUsh{2@)g4YXHbE7`V5Yam*SF(5)V%9;m*AWI6b>3 zOtiAVG$RAim++=D)g8tu?&JrkmL;m%!={mdyls=#peYUNZNwCM@?)Xq`xjq4;lWE1 zX>-N0>=?7Lq#W@lv5uuemkav0V`*jpsjSioy$&J*8)=(7DLxButBdI*0RfU|HuyEUV$Ey6edKg!;$$+GM^ z4_o`pcgmr%vZ}hfswZ?~AUFUdNWd~hi458fiw-#)A^!mR$@bszn?7h~vzF{=Vlp9(1 z@ipU14|@5(;S$C7{I`9@2Fbm2ZO5s9eDSZFmybW^Z~4nXe(*9CK~u=~7*4i#USBVz zM*^8vT=K=kujFdEBrE9h`icWGvJ5duO4Vg8U6ST}&oH}38W28k~=|9h9qQmHiQ zLjN8tY_Q`#JG+!O9^4m5-;>^?FS(wn*lz%8dKu3KoIy>y(^u&`S^HM1=|T=>l^oBe z^1(-6$~kL{)J#J=i$5RVA@*FD82|eBf57MW><|AB>35GL?En}wGMUaO30Ap}8&b@J z?YWrp?+?y`0UTgrts%jMEC>>S9?2`UPOF?a< zx=?4;M9RexQEVFUrG+|H)Ae7!N2g60>5jPIMA^~M!9=Io%FeRG4W=J9eW7ug<6>t| z-K(}74*;X5vXoIVc~z*Bbgo8G!ssEmDWjNBS6v)ba6Cja#zqH)AWp5^qQUxF5`+c! zdk;zyBu}GuUv>Ne+37?8p!*ay)7m^KkfFMFyAg)Q4oE0tuu7RM<}#gBZ2B1=hijK+ z!{+0Ab&ZW1M5Ip!7gG(C*4{IkrZ6ghFde2|%c#E@AFx20UT1nuPJ{T&C>=183G_Kq zgDRKl8c56_2GpD=x{HA%oU$gv39v^jQ_2l_4!$$jct!rP2HIic2%IADqoN@<5Gb0@ z*_+pN8;hy(y_sz#=>U$9C6c-dn@WVeCGM=}Tlqh=6mt@kme(+xS?_}iQk7L};5@xgNe9|f30 zbzwkj$7`VJ5jwTA38YcayvbE4Yr^IY<55hl?V9zX2BBOXwyyY$lN#o&*iu%@khYK{ zWCUT-TUI662biQugGiW-Y*qlu6dc5o!S%)DoU*9WVzBz4DG8YZCIn!6V{)Z>e|^!D zI?JQPn-qs`xj{lD(obZ3PcG6Zqp6u=bg6o9pqWXz=C>P_p5SupXNCkLg$z%k+8ELT zQ2$pA4%3qFbAs5f%&B(Qd|o2+B?ArGcib-%QS(+AOw%GT+Noy>Vge^q>i1Ey?A9wy zaHt%qx`(%ps#VS}xmb33ZUC>*sRWUCJ`-_&fuAA;O>KO6|uU1@P(k zSV5?xnX-_;K!f(L2C%awJFSmqZriP#H6l;zLM9=Vv(+Q1pViDf-*&A$Mo}@@%JlA5 zU?ua?^A$uk%S#E5zL0LcmEHMM30W!a@>=>-WD81Yi*$w^4gVq=jNl_Z9@Jl^h#oU6 z4idWGW8Jclgh?eQ5GD5}{QvRs33Y=%d;h04efPtBL-vZhU=f3{d5p!s1UCT610Y~~ z1)hPo-~E%8ho-{ z%0wmyGied86t+XdrOwjIc8cay!_PN{36+^iCab=c=c_AaAbw4h-?%R(#`BA{rPJuj z-Bw-jEyfdogaT?R!D32|~=k&H*T&&3`6Y=Ksy^^}ws*eMs_K+F9 zlTFje!7L?EpMISTS@w9M001BWNkl_$p(?Hy|-pBHmNYW1rt)#Ot??T3h}Y=65AOye0qhKmBWwVkU?4Db3cn2X$V4^_xKsr*0T{EVn^^_E9U(Rt?iR z@UxLFQ;)p$rVW z7n;QJ1HAxR#0>PC|9#^P@BR0HV+>A#FL%}ZgNN}|U;LgMKkcQfaRWHGfyj+=&3!7s zO_GDV@xc*c4VI`z5Eo;`d&BrJy61=Czr}`saevelra&L3Yt&}FN(aG2qRFjjzZCaQ z{F-Ei9Lx{t8AbMOlsx!RW`#SlnC;&I{S08`&F2Raiq3jI?WaNnt%F_ynVi;zeo1Uz<{i*Z7PO;Bp z0Ugd^U+_ebs+`MYK4-jM+Z8OXQ%=P7P;;r7q+vo2?Gq-EFoHr6*C*1D+GTNK&Z$`* zbnBVM?)0|eTQjww&eU|tFr_)Wx|D-7$m#SpC#LiHOeCvFb=bg|r}GxC6qr@*;~~z7 zK{Y*6mP0abs&OsjqF3c$h7p@Y3+-d0DsXQEWsp>Br%z8BX>y9bQ#XzxBF&|oz^!`1 zMjz)K5NT>dEZ4ZRX`gD^y<%x`vk1;8ABk!IgXEJLfs>;1riYB1-?#yen6f?;@i57f zxN*xsoFk3aP|(E1%~_l9vADAX#EqcD%`a$8cGCF`HU7?PgA=DIc&$7!KBh?{#Au>k zxyb|`6uBRvNN0}oK2=`<8t*0JM$N`NL|txgMjgh|fcJxMl(ruqQ2YF7ii@I<>1;w| zpUe_~6J2e{ernSzrD67a3ikmqw)|3p5z!qsD>X(g&CMuAUHR+XhSz?IwbfRVTVy88 zeR3K@rs`s!Xs$3fcVJDHhR~Y{2OHA9(P^+zcN-c~2?3tZA79ADYNs9%J`6^U@gN)~ zbYYxw`Mv-4mVZ40^mgwDif{br(d5jTpF%2Cp2;^}JJo|CZc<=+bP7P>9~59$K+}rb@)LWVt_MVY_&hl`*Ib#p-P8^y! z1tfIuONX_=`F`*N5Xoy7CyCzNZ5a($(>Fm49uoo%laPt)OYxY}XPWt~dD)&4mCN-` zZp~&&4gzH#fm#vtbQ;-8gVtU_B0Ae+-$4;h;q@gGWWs^a)4|T}K98 z1}AvwO;)eedhpKLa4qZlj0TRo`cm3dorLK*(Qm}{^)P|_y4E0I--7G>ZY9m;iqB08 z-Ek5aE4JQkWVKt9?IG5*vY8X5zB`LU!u~Ss;GLTMu_4Afhba)F`(U_M$;qu#`Q*c& z8Hi-L;)4Xs4eWuqU)*@#R{iU=-k3$s_HFKUnf%f(eMc6vThav^2$-yhj6j>#N4b^T z2gC`&bu?@O;|VMWEayp4s^sjvjnN-v0G}D4X{`kaLY-vz6s$E7R4A`!EduFmUP*dN%vR)gonASt?tAs#t%~L&1fCO~SIH2Y@w~NwJW} z7i&q7RqaX+P$&znJ3ixk2QwRj%d54VT>;+ntV^d!CNsn!hq11??iyKQFJan8E;GW5 zPO81yCRk&GIty3vqTBIj=1DFGX-U)QSZ#G7ktd&=$=S(mIaq`tgFONRA>3@2_pL2s z)fQgrh4)fFVuKl?#Qf&^i%;W={sm$&pxAd-+g|?de|RLj=4*@}hkqaThT{8gXusiq zdF{vYihfEmQlf9{ZV?O|;-mMPs288By_ed*PB#F7nA2|4Pj|C3-J^BKA0H>=VrR%` zMjGEn+>iG^VLH&9{2=oQgFE70-92~%?D=QOxW~sv84RnUgy&Z)f<2}7*6@!eppl|a zqr0{lC%n;skmtGitl&A###Ds(VbF&lp4t_D03m`gV8=_Z@@^c*kFJ+;d{9YhvAw9_ z?;XvgI9tn>-vK&%YGR=Mk2-=Z5g2vjA{s!C@xH{^Ih99iGFM0W!&l3-+?^g!!UjM( zP!c#s0@45xwF-tZp&=^}xM6QYVz}iadFjFF9eHydk>8FK6RME>9({Fm~d z{Qf_X<>j^ftN-nv%b)#Uex9-$TEQym@%ZtxMol9{rb#%P; zmNPACSSFxkrE)M?@Q`Witv2^YD^(VCAh6&vGgRxfsP%?ycXdYxMABrjaeFl)qIW>w z4TUr#ZtV33?Hvl>>7i^~DxW`F%9l?sIqko5dQVR7+>=RJQny4Wed=1ZXhu^7V=CX( zMimSeU+2e7ZhvF4MvIXw!QzZWX}CKy6m27$^%dj4@YN?ui_xM>>BXMzR~eZIU3_84l8T%V94%lDO~!(JLEw)DY_5qXJD}nt_95Cy*QWwcXcDP6G`Hrg#r5d;emW1TIZ(+UUp~8{ zmH~7`|jK$)ii20gEjgxAeZq_P9iNZ(ml$@zJ5ZH7SF7JK%5ly$;*S7sP`j-Lt zO!lOEj9@4vn9bw827<5H0v+0xtC=)mGgcE-!*JFg9RzZWQ@8znN z^v)3(K1teumc?`%HLKLeg7M6KDh<|D+sFhSRbD$OCg1Q`mZ2=iJp~(PU2j<@3AO{Cd(<3wI#MTv&t#gY$uId5h?%{1@|S;p zE!FWv(u0}QsgSj?M%Fk?dSN;}G{3QikkM4vHmndvCc)n5e)yb2B8D4*fe;(oz18TP zA5LpD{>wVZ<0~}{PAU3~;6!YSU#N%oTHqV*|1S^O$3YX*PdbxR>;oJ(M9SloIBNPs z{BHYqd$jf!Uvr!+hv9pZvB$S-d{eS8u-M{z3K}=v50mrwGyPEGh=B`CejQY#*!Yh_TgM^3q2E33^?vL5rnns}MknXTYcerV~7#HIn<07&Q;H8}a|In6rIQH{1E99l zi1tBhr`l|2Epd1!c`sQG_xXt;+lgwN*~DZC7gTSP*E~(F@$U!oAU0C=l3Ekwq&iM- z9n0$v9w@z&#U+~8QZ{`r=g-dM;`vh%zoX^>y6MA%LmFqGkRvS?1rW4WRxH0bxaLAb zBWVprD7PSxE5eF(4n2Uy}ZPc z#!lT4%-%?eM+3KE3WZ8Y`Vka!2|=y-Y)TXow6n6@%5r(l__>rZR;^qvYgzBiAvyGe z`J7U@_Yv7J{Qofh-_!n&rYGa3EyJyjMUjk@MC=iHF5h}^PaGn)7-Ol=8tLY?b~Tq= z3u#0dIy))pUE!785;~KI*oGfWM@&zxft)}4e$wr5{^@HlO4pO za=6EPvl03nB(*eK&)itPe^IkLG#2iV+2d@w>7ptjYDJb$4{v#gT+FwpFbm&QD{m#le^Q2?9RWE+8QLKUbkj87VIF${nu$B8n7V<%8eVKy8Nm+ z8zSRo*+i;*A!$-c(a#z2$pRl#Lu&0+4)yg#G=S2rT%SFrJg;x?oaZvB4%k?A-8Jt? z8Dc7gGsDVU(|6*8bpUCy!M#``m1>^dU1ZcV?Io3~)urrqTS)-83>$_sXX}1s;f%wx zk+Bd)x@$1)ylV6H-rj%Zj=XWapxmtPIvqd&Bmn@|wX#F<$9hdl>J42q^^5{_h&A<6W zS=UQhuWE7iQr^v5Z7l5zle4<>vZ-qYIqk;977arTIQb`xhD@cEj*+H_aR#F+Vg$W9 z8FLy{7_bUirQdG(eDQ4V8%bwD!YyU5MFv*MpOvz>+pKD7bC?pU(R2c)6Fv`2h{5RT z6WKJWEKc8)cfb2<@{12YmIAB<9}|rBe2t>70ViZBr}E5k$#N+n`NZ`FLjt}CE|UsQ z-FU)Lq`OQeKD7vIV;eY)Ku#k_j%GRNpYb`iCd~raOpfSewe)i7RX*0FPA)D%<6hGc zao4xXPO&-&o&iOw&n(TA0Z8Q;y=LeGVKsQ{%Y(!SGO?)JaqY?8JU%{$E}lO@#@OYc zn&3`G`GrK|&X-%78{=;mJrW{vAvY)T!P2<^DM%l|@;z?Cehp&RcptdX^pNorji2r& zg?_-V&Gam?l44yF?35Z7?2TtMQr>$5`uA$0=%l_s+D(N1T-7vX!}$Wa)&?M!__8-t z!Sm7ES(~yp%=kt->A2q@o-#w!TXw?o{pu2te!C%RE?y%AQQ(C!kx4Z(iD10&QH}@M zUEK4>Yn2#-xk)nf0gFbNH%SSR`c5fNUP<4XA^?(T`p*Cu;atNo)u~}TYelb8 zN~VSNjbt7J+6#H~@H3g@rQA8F*dYw%3T7i0i4UjQ4Of~6bw_6XU^C~loi|y;< zQDf5|!p$cK`*&HE^6dFDdHnQ3t~agRdF^dEx$~yX=L`AwfBr{uarRL9ZX*qto_&yA zfMIP$)>WD`G*iXslT&{TM-#9CQaPF}WImm<7QoO0Cdx1(hJhhGs&H*HY$!08L9+<` z9FR_p(vu;Z5!8Y;Xpcel&UCW3hMc*gaE}g+`3Ib9ueN=31b;x$j@?%g9P@>VBJWyV7qD1Pr! zno2DX5rwm2{_53oD~}(a$;Y33&I^Kr{rGSpM~k^EW|d5{T4pdFd+|=YNeL~gQw>UUVFI>9PE81!q-Z#&O`Gf$Wt@Ja@uQ!EPGu#J3(ASbJsLG> zY`&SzZ4~4fJwm5yYh*}=hXGw^WRb_-D2y4C(VbZ|(kI}-WV~aL2{i3N-J7Y|O6mM)cm@JX0mju!KSpCOqqx8%GBOg-!QuT+h%~=0kZh(vxU#W)uOiDG& z!@8`uJ2w1Gy#S!pYHn+4QD%q+OK1vd(if*J2~ckPUcZkzV4G&ZG!E{aVg`x4LWxd~ zqY+4oMhT{W*mSTCfMT^;0C2Kxle|cOym#l6rhwb6(8)avdhwnTl8=7zNLsH^3d2;! zkCgeF1}kCAU^SXK|G$p_Qfwf{#v*Rm&Wfw(?u`TOjXNju;N(b3WFt7ERCXO>RM-e| zGL+Kn57*KUXO^yA+x^kMMIqERbXqvBr>|j`hi8GGuqrDCp87Zu_-YHw=p3y`UrRlS)+wkR}1FR z4imQ7MCvpcburWZ-Yb)8y{Tn)5Qb}%7?VIjR2l9s4*oQ&xLyD%YC|r(zIa~e2PHpy zf_2x`Qp`%S*wE-RW@i>8?RHG$&poV9#*Kmn((Asc zQXa^X}X!sp{Xj1OwCKNcYv0hce0eFbd|cOYs!X5T4!dSXf)6lb->P% zp|F_T6JPgAHFQ|_Iro$q^!bV7K1peWfj-#3`JST~#dT_o*l9*E0X1CnUe^OzWMHTG zmiPL@FF)aV3y^$IK=KmfYrl||!EDGLz%&_{bBRSC;yK&aYx(lYrA~02MiIhi05tZ) z;!uu@LJKA|_en3gC?7YZ27Ct*e0neepxH(e0rvUZySZ!$#w7$7Jzey3DH!_{WE-@o z>zHa(vu5dxx(V=``z<4YgS5NN0F+}QL^Dq_FU8NDBwi+ED%+;J*_lXW0vij++@BL; zw574}C3vQj=hPSh8kuT9d`x%?HUE9vP37YJsZ3F8RF#xC{+gwH_CYP%)dlM%T<>C1 zh?|yj>;Aj)!*9H!&(GCY^7$YA4+M?k7g&`5e7=16NKN1NJc)uj2uPK2VS zST_JFyn?)K@Um$WQj?*_ohKy|2{KC`8e$AnCrw#M0~1ApD2Y^|kXb$vS0%Eehec1u zN>QSM?3gpY-f2?F;^2_E?%o)G9|9{VXvM;|4uli`Rh(AVVGM zZVVlwzCTXdqwH|RLV~3j+}u;+gBnE(&fZiUU_idb_~}u&H}$alzh4 ziGx1NcDi#Ifjx=Fznzo2$A>b@M3(UJak`h`eJroeq;0o$O(Fo{NUyJ|nH(G(4c9ud zIt}8NNonjNqv2!I%3!8Cg8`@c3Po1M!1#P&2;@>(ww)9hwD2kOk~EFHadIRdE-%fy z#2XMCSzpE&7=}xRjO@iVhTz9*Hrx;!N*dED)~bjB{`~Ah9=v&1T(`6Ps_U9bJyogw z42}P^LBpN~W^HQGjHnY}?t462$g|~!L&^DUA}5oK{ld1Zr4B*1jmoY!+eVrMF~=Ee zoZgSa2)DOC-dIxmb+C+#>Udpn#yooTNdDJ<_D|*X?gM$_ZRq@Wj4pog;9Z$c4&O`EG=&`W20#eL0ATeEQmTPV$^h?_=NHv{HIhjhm-O@R^X?CQWm*qqz z)49wJ7Hr~ns|{m{Q2eMSL#fbCl-34{7IMkEeng#N)W%7%kCO$*sUe!I&P)yv*|%Mt zn+swlc{LLcSJ!eXsqdr&o1vV@tXjzFZKcMibdA?y5eo!h0)UXs=9yHP<{`!}#Mxb} zSNt~_CzhZeYAv(b)bhsL@5q1ikN>f}`pP}|(?9uRxjcI&>$a7t?`4t(n#9C>6e?x2 zMCQlG;yg^4Hl&*Y#p#k@1wf4PO07BRd3{KcbxIjgZM$YX@_tc@;ck+SUdSHh6f?$o zg&8s0qR}EgOQ(%qq-v!@ zbP=Q=nHA%Dzd1pMCxVaJOMO&)v%smU!cqg2V(NBVrNZ|19cePSwkOOdA0B^u?#=8h z)fhX#2_cEkRW4ap>h|V!`s_>_>n&%Sj;3(*pOl=o6@>v5KzLm@Af#Y_z#{@*8j%K8 z!d5o?wIQYM%V%pjTkkAy)ejT5{lj`dqGk94JB+>M+h5@jkq$6sEZ6DFYN*MutuLmIhj7^&z)9^Uyd^6B|S5fui5R>2}WF@7}G+<`ky{kQ?D`se} z;03N--jhY;OuoW>7WwRE9;)a4c<+@M(GUIz$#C$iSr;>d?fDg(E^*>*4VYN$Dt+pdnsK4*+~R<-f;0&q6O#OlY%K z^5RllXynB&Y*!^r*y@dRI|W)rl=+tMjOodm0mB5Ji{_C|8xMj>_B;qdpPXPDt|9k- zZ}-^NDGC%!J$GFvUp{%lMjLed0hE%F6*Q`nN9y)?23fF+tt+u}1iA*?{#yr!^4iIQ z;7Cjdi2rT?|AT_o+}DF9nmFv|G~?~qh#{Q^nc8)V=~*J1&Git4+Z#i#+a?0fY%srQ zBy7*1H~09+ioo++;9M+{Q4TS5H)3X%iPZuy6rReT{l#C&N1uQ7wM-2y$h%=`8QC|9 z?VG{0&3i++8{q1ggwUIz*hW78{8RZ?|MH*9fBg4;SK4MR_3nx_P-vEda1k`UlxEf| zS^S+J$?aQ5a(;e6)5#aX8UXH#IU0z$#?*SHw#Q}%I$;9$E+!+0u?=l1CrUMC)UpT@ zDmpR+3z?Ob6fljPOc@=F#NprcC6pYs$h`(t5 zQ3Egnu%P~yEKm3c6qUwVgY`A52%g~kA*FzXAV;KXRS;;I=2J;#en_qeF=@+y`eBN{ zzwWGt4wl-)?`hP*KP4+7(@1In5lI-+k(_y5?HTk1H#Tt5j4t~B1gkA&uaO(9%=VgY zrLgXAXg78Wqw$Zl{PFK2D=BU*PP~j~*T9W)FT7STnepCh#21b`RuaE=?+W^`Uk~j8 zAp53$0N|RnESH$79!QYIjp;Rd&l3J-tS@@=4@mU=WO^Q>CIu^!HD##es4NNMHOz8v z)$eJNOYRr4*(O68fS8v+URH82n@N!j&o4lZ$h?efvOsT@O9R$$T!kTq{Fn&p2|tFXpeXM}v>7!w@63hgvj@Y-^{o zqSy=I`;iECz1_;X-m$M@RH*r}ppLEqkfCegR;sB?WO3Sn%~U3;n~&fZ*fwBOipnM- zn?Qe@W(~$0lJpr z8bsoxJ~%p*AO4-+lhyJ!Jyw35_CTotcHIdfU7nRMGNH%RKM``$JLbruht5+qVLonV&Z zs;Rjus%8WeAFLW2C}{jp^kaG&^TVCjX+_uW=u%y8m(oBZXA>?`|I@^>;%#zm6V>3& z=+5bcx|qyldT@)zR(MEB=c+0x${8KC@ktS~J@UeXV+uxF3{?>Qo&wuh0`S{aMq-!=@jD5Y8 zP2ciH%&Upqdhn+F*6;sk^2uNSxjg^sBQ~{kEsnY{YmTXhjHqRz1rH~b!qKqg#YA;& zsUAkNGM7j#)W$70qrvfU!~s4nOYu$(9fj9gW2aIx>B|x|VvOjj8lk1E8%afGWSnP1 z7R0y>PPIopd@NYUVrE3--5w&I z=u+hK`P%6TCt=siC4t4v=~0b|coALt4M3Po3YlVh9Sa$;WQul2cUPG9QPYoU8%(&` zZt%l^V|ssirPpDMHWH1VivMQ@0Nj3C)vJR|)t{*jQiJ58!^Wh|R z=FKYHOt=(0)O+ZBqsB*Yia`Pe8t5{Ws;G=17vmdEW&oy3&=iM)z8F0Z{?2y>jES;6 zjFy?D1`S}c-YQ#)_oVl-Uaq8~*&wE8xk@7Nnd?>(ulpqE@@SB&qL9PcOfDzaJTG!g zDBD8%1fck21hzt42O2jiZj4e2LxC8qfpy$Nc~hAf5x5p`Fz1P~7_gVNeKRD%@N7%Q zv+l(nGMLGsmzrAtBvD`y(UNFR@w3oGK{wwed-_uB&p{bY>bv92+)Gq?HL$EYi>&l& zwAQwAx!uXx1)i_TpvfMkA^Qz~7$#!lRBn8JZcLHvI#p#Rr$;lHmzfnv-9Cn@?7GNq zv;Ef%@+_V9zypL*F`gj+l{`(0;ibbt0&~1(gk?!}G%X=C~G0 zdht}e#{3z3QL!xEb7fn6^Q|}J%g0Z?#;sijz|Wp4&di)~bLe#K+%PQ*VGl^zkML#8 zUm&=Hy&mA=d++^Je)EUF$)+uP=US9h=DV zddYQ=hzwMDyfx7FF)71!Q=?RsU6Cn8b3rpqv)EF|I44CV&z?V`X(y(V6Eyy0%5*Z% z8#$b}M#xelgTJ7eCuAL3UnKIzcf9!dU{y>;$9j21tuG8ZW3mtncQaSjCOs(A z$Lo6PlQ4MpIJ3)0VqjK)4p^_Zno@dcu@8%#-Ds9mjq{{{)9dF=5NCVb%Wkz6PhS$p zWC#FJhz_l$g;ds2H8oz<}!=BPBGYR`+&^=wBRb|ep zL3U^U8@kWNwb|1+vn5#MZQ3}D)_YBjP$=ASD%yGVb})Bb)?65@$w2#$@_~5d7_&(W z9Rms7m=3bnX%Di}J*d$KKkOwp0ENh)w0co#`cd!J+g?5D*b|e}#OW-|KttSv_aX^L z&jB^ye(NNcX%^(pK{}cQI?cBK&YeO|7r7?WM9&`sHfhdg%<04;O4V0PS&Ju?o`Whu zf`n}D1g|bPe(eQwkIOC5PBVvd)-y1~6-@gFz#KDt9(^xdc&dIiE zWwq<2bSj6!slardR0GJ-e?nS_A(#Uk(YEw)=?JK2nrTmx@2hF1vN(QCzVY23 zN#is5>K7l%qc1;|%zN47D>;AsB~9CTlqJcqc1NoJ3r_HH$KMiJX29c0To5Jb9MHVbleJe7lkUzL-iL;38}pDR-?N#yGKlHkF7b|~#;B~!?|AU(q) z*Xw=XHEU@=0S0poeL>Uk7p_%?sYktAN?UKFskbulE1U(-3^Zud2PcMxQ3IqK119Ae zDC?66BbhjjhUpH_co=6%Dx1yL7HG-_3KT;ALeySYnmL`5uwBa5^tFjyU>PQlen=G1 z36XAKb#QVtnK6b)2K{p2L>jH2MN=LNc%B!9dA=bG8#xb6U(E#`8Amq^39Vs z$?Nk*%|$VVP5;6DcVy>-td~oobj5Tkzx#K8TYm3%en&QKC#&s7u9nxbx?0NOU?GRc zhw`m=-j&zxzapQ${}WD-GK)R*W^gERifF^X-d0;`5oYSxX%3pugjH%3NUc#!W#|n+ zX6h;Z znaYi3ZttM<7IQb^wmR9sgpv~tmktR4I9$5A*)u4zO%sKESxS;1K|tx=q_hWZEHm?F zVE(AjV+XJ3r0?ym>GU`=+H^2FR;n&4nuiSCk=wBd#Am`Z9ls~7r|V_aikx3>lmcjm zbHji)QtI7JdRMTCWxO74&+j5O`1VlVnDCF3e?6#>L;BWhcV*5r5S3VD_POH3$g9Af z>yWF~(9HPS!DIpaxuEaEmA&WeL}Of%kud0tI;+pL47#h_-W#Gt*~rsi$nntVY@(>t z_tZ3EW*V7{Kt|L=QlaQ{zaR_4%OKB)m$mom)a{+c=SA~HGusSi5Xj3GV-l>mNa>`W zSj?z3)lR_x0t;T#25`vHJQdAHmdnf{JzZ>xl6ZI<{LITT!o&clgLl5B#eImCWQ1@YspG87%`g^e5m97qgZ zaAC-?<@o|LS@?QjFUWd*<{@)11`!R-ZT|w8DzcQY>ts4x&|3nZJm9E}#3W;k0 z_RM@*$OwJ+Vb2xRZ? zr(zx>BYjzJPHYFq>tIoN<9VdbLNCkJr96K8P+oiOHS+*~mh)1dVM}13WX5}$O{S8# zPIlSXP!cSnZZ@CkXWfiI7uGS{@@JLjI=}z|o(ic~ubY@#@6FgRo+r!QT8@qvvN&7} zlWsB-k(}eN2B17bNBBG`JfQ%<*E@Oi-C8R0M4DJU3SAbCmc4w2Nkcadb<%JP>%EQ3sn7Bw8ckWgXmA>wgc)9Yyc{Hb{K3SR3I0ZWMK2kEuf6eY`K{mihjRMXw|O4i zd+S~K@V&p5%kwkYeDt0;`AUc0$v*RH|Kf+2Z{<*9?}6P0)LRc|*w)za?efvgEZ{228@2!&)nVy}=#l^YIXERx1Xs}+Bxkx#Zf%o`@ za}lzvUE9bG=RD5Av_j*L9N9G=XmL?bsne>qR`+AN7skjemktx-JXN=46rea5r;8a4 z$ViEUmAGglJ7z2E9mU@>)+|?@Xb2@Ib=xFJlb5Cd8a)P}vBRdoNIx2|>B3@meJh-1 zmWV5$KGs=8n`+oQ%WrI(-ilex%gr*4Ltrs!Frkmx=3Y_H@M80i{W~|bR-FC&R5I`6 z^yEY{H`^VjO^Ho(i((>&(@JjLI*@<&?;pzia4LWBU;O7%7L{x^8~Mpkej?8=m(u%; z6jPVIO{b*=Ojl=7R3s6r4uk$Ou?ejf zUGWKId=cnqX2z%YP)$8p;2Y5@>TIYbbp{TMyBoi9I+Y$%%MN27^%>};%Ht$W3vWL( z|6&D;qK7_$X1V5eMveleEtNol6J2+G zXVF>&4OCMV%pp9+?BO+_n}iNb%^HI;Y^sU))XV!1AIr8gx~v%!1v|{*Mzp`F#@|bb zXt9@@r^w!6wP#*(`OR1F%ImienEyOBmtipF)7#=qN9b4(g-k_7#&J zXmBO=JzZyiuG)A?UXn<=N(M%Pv&hJ((I;T%)6t|U((tf;Ey64|>#}#9oyEi@$d5Fs zOo+N&QF?ywwG?!z#;mYmVe=-D;6@UvrPuJjNYq$h{JL&`lVQ8pLK-Jb_mj#0YnCKQ0IQE3=qXw#z@d$ z?=|MhD(k~o6G11rirTBE19R@#pnJ<#*HnYVSQ+^Hqj^QC2xHUi^(j^tXSumbH|RiL z3#t*uGYo*QX+VK2_=|bSV3L(0U7oQK&;$|a;2azOWTIw>h=2nv8Sb~y7?RJY)5H*! z>Ws#mq>i^r4IWL6#%VuUNzKlRZyDCyFci`m1t+lHjP8(jlBVs8g4!2~3U9@{ou_cX zXCg~3Wl?e(gLuUCW=omE4uw*q1v=gQF+t3txu)twIVFXrc{Z2nq#}?Eo%D1vmG?gW zSjzGd^~+Ii=UY=k_h25K2FeR9NaU8-gRacvu64 z8O?h5=7_S!kP^fOo#`%xOwvqEdjSHJsZ6@58h8%-pBmm`|G<7Li5sSH^f0pb3BM0K zhk;Rc3QS|Kg8z#)PC*I-b>SV-)my&CJMX+MMfUki_bdWqL*VCLAsFSAQ3IM7LnIhQ zJMIgz*I;v+>U+7oJeP+LKbO~Dy(7Erwbb>RbWky-n70%pJi8@Xei`eum#8E*5Po%WaypYY-gryic=HPz)$(enJl?m2rSx7ydNDD8jw&0mCogeVJ)J;ndDm=3Q@fleb5=~~x zgM_+~207|Y&b5glT9_?l2YD1+zpDvrt%lQ1F;A_OEFje9lW8T(<(1TsE-_I@O$(zj zAs7V!?D2Y#(rsZXS2sKpnI}#uzt5)bMOaHxo*~!ceUG{?5?l* z^MaYK#zG+uTZYvap8?xQ_)P9iRW-#~*OZ>~$^_0BCz0-f&Tcg3vu2HTejZb?%*=LQ zMg&>qbS4@6rBWSGQJM)@#Crn;6FI!qQmp1!OlL!_CIb&NPOXETr8YSqT(wO)6UM7B z{%IUGjZL%L>nFcvpgjDW7k1kle@2-p5l)@>NA_mhV%U;M>5{?7JJK4WA#mKcREq8B zGqr_mZ(1rl+QHMp$rPzS-8lFeO~l;*yzIZb{p(=`&>r2??d>BmrC_YDQ7^y%7L2Zr zHAQQEizd;bt|;kjKQgGmSb+~ply~CC9ZhF)|KtvVHgt3!e)^&OhtGb_=lp1XB*%wy zng9bt*Lq`L7HRiqZ_xkZeHd2yel(^1_u+glw+{~G>T1PjZ@a`ZqSA%QWFgz#N;Z(K z2Tc}HX0x*EubHxw%i4)tUp$fPi!+&awQLhl^HrSntET4v*S(hwp2yx;Nq7UZ5@1a( zv&Er^pHWY^dH&cMVADJsjoX_@PpMpnyl1MPm`y9G7IPYgh{R!`Wv3_VzV6J0K5Efv z^alhuwPwCcEUwM+d5Ko^!xWFKB4a5l9Y?z!f342Yjq;K z>qh>?Kl>MQwOY&jKmS;6-8zwz(^I*3=R^*UZi@%)i%~Fzv~?pF=jYs{QWjc94NjCc z<$QcNoEqOzQ`K16Q39%7atli zBP?vzHsK{5E@PxsF!QK^b}A9^9u4slOP~k_fUpU3>gW#*(YDh`*=nUF{$L8`*#>4<6CXeT@vZpe%Rn4C*hUwk-eb?NzoZSkq9!W-c*w^grA#t(Ca2<3wLb<7B=I*Rt06iD$6-rmjX#P>d`_%+=x1e!8x6WAgx;LV z6Vs6^D&GPm3trZ%we+=3VgMRMMkX}4c|omRVC-J5Ne|`|uxncJRiV*p{rH?kH(eCC zXwKkyqEv02X2WsamAY1RZ&3&AjEN;%dSp=33;95&ML7-bii~vWBGdS;#%siAOq79h zKg~hA(Gb%a2;n5MDk4y2zmn7nDo1)hBWz>dv;7;ev;Z8$_0MY|8%f+ozWz)1{nb`k zJ*@#KK&8{XlB@GGX^}$Wl}ST~@Nyv~ou_j)#E81ZwZ@qV=1NX?f1SGNBs5QYb6hH2cYYaV+sJR#-dk7a#*!S_w$%{^ZLZ>*W+`aDS;TTl&@B!$f^oK8zyJUs z07*naRDo>yVopzjjc;YSzLM3&Iirs0af36i_k%}_8uP|xf2=EIs7-9xU^)utReK$5 zABsR%VpOHD$1oHF_LcdmXWc;mj}K28Y4Hgg*2&^P@^YeQEBsBMlRvqw1H_`_x=o9z z#kb}fCk>Ow@C)&qpGo4EkvnSxwms$tYmP)E9%?#IM%><(_!2<+VpG2lxP`Cz`~QDm z{b)jGFAS#c*@YhEsV~R^B7!0RaB^!gkuT1-#+Dwh z#jxk!80C+quhA1g2TXe@0Co)``+$+ICNl(B%l+P`=I5pZm^QlXJL@6A1aYZ(NNJzY zTQ94PG#E^CX}VrM``|tK^uwP?gMATZe+vL$rEJz~dHU?JN*yJdulkX-wRaz1td8U7 z8wPCl#ZQ9wzuS_gkHLd7p_h~?9pApoRIaOwCzS8@UiSg8ez7*|?Mi0lM7qsVE-#6!SNw=E@@H-5_a_kFcoFkM()uedovmqB2| zXo{-4LqRi>)+KUry_OWzAv zXwm|`0CHng=+v`r)j^*Wbfc@|d-7DZ$&!g_0#oVoL<%5qb)%a4ozcr>!(h&>Z#L>8}bPlBvL0!ZFXx~Ca3ZbyYKL1=wpemy~7@BFO?hR@d zgm|`%NooidgZVOD$djjMTw|_nqy_-gdjoQ0=;)o?oNUBWDA<&Tmb11OX`E>)2lJUs zc!;)?17!w2#H0!A-xa2oHWdnc60OA2BP!GRL$j*uyyL{NX}1cnVVaj!lE7fr05C|3 znk1DqVoz7s^q^tfW0A^yv5=yiT6|kCH9!F*rI;sBTB@Xu&noU$tLwOcIjJ=yc^{v% z@k`lkCR-6@!MJ3cfF{XkeifNSLB2lHF>3z3{rc#m59Q==E=RM1=L=XLS()*5aCUC% zja)z%imdzjiEJ+NmwqMzp@~X13otgfGR`g0;4;ckB^8(~H9`Fm)a>9Oh!#=U;;h{rjSS$@u_4Jl~F(j$m_TBl$}uypCbi&5e<$8S+Gkq2tCa`h9$MWj=lU1HFqF|Cbo|}k~gXHqMVZsyZ z;v~qy=~U!&V*7?h>+<_?Zwsspq#*2MUbZs5J(aGXa6pw9c$CK42fhU~N7Xc=7=5c| zww-w^`C+$1ic#+#P4WPsRZ@vU*9a;mTy-CWrCB=ajnJBp|szQ$M z+~!`5HGujbX%Tr|$z(c}*?htMh4nM!Q0t{!UtP(g-I=^L6S+5|&F;XK3pVy(z3V#q zHlZR!lR*JlWsrGg zROoIXkxt>vh!#H}7;}o}o_Vdo^9tP~fCUT~P&;6t15JM0X!PE0yVN~&I+MfW+w5}y z=wDx)%XRaZz}WTXnk;jGhybl=;@4qsHd)dhgCqj7_{y-MLigDF8oVG*V*`!Ii~{0x zliBrZgo8Cgsu^;APSrYz3<+dw-6e=2uVshsu*1t2do|_N`1zgyS%!P zKl|wia`pVN6p5FDae9Gzrqm|#_$m{P`{@!db&|{VPK}5PGX{&OK4|5P4wOtOARQzF zz33pQCADIlcIxWmd&EO(a)JG?tf=JZ?rS=2Ff^EvK4mGdzWt7T{K;o@*`4h=NjJ4r z$4633OF2B4aYH|N>n+9$f?)v)YB{Uq;>kmK_VlsTR~I($bCMq(%kTYH|44rP$A2nk zXJ>2}P-s-MQVx$!<<6^b%6Gr_>v|Y+leI~d^z!qc{zN{1|1Y`eDO*Dyph^3YxUjMZ zF=71RxdO$=So(R%Y&o_xkCkn4ZCoN+xtxgwvL%;A)Z#Nqj?P<7{GQ@^Z z7aEch+U=Fnu3c;(^#3FEyleY`SrW}7X?2&{rs@hc#mcfFA|>iU;mGSyn4l1$E;A## z7lEHRVPkV`ag|CN(8LHHN=YdbnCe+{NrgC|M2innoop(bSQd-3X}AIkqpwV`A{c;x zG7D@|pt)ep2F07-g-g@~37UUQHc-rDHi@kaw#ZffPY#a)OjV|p?jNGdA9PIW(Q!Xn+-FLgwMfO9)b4(0`~gPXf`n{R5nQ0Ii_5JO z#c^#KAeLt=Y5><#yRVdR7D)h-Y^vC7dQR{FKH&PdO+u|N%zpqnf(3STa41jDFJ;%6 z{n~!oiA^TycJ7qLf<~+98rket;;%3CY4;JJa@M%yEJVn#Mg}_4ZFaS6R`7mV$@%q? zATb<^n?A_>Tc!N)-MLKW>CLK0g%0xO{Ri^;!8=@cno+Fgc8oHdCKk!4j2E3$s&St_ z5Z*i{f_TLE0(>=xb1;uw-whLd)XOj*Ya4C2$adOGoEU8l{$^Ri7z;N##8YArf*dcV za_{6=eL!qak9$kh#HVZ^Y~6{*l`7-Fq$~vcJhS8h)FO3&*E=h;cr|a8KA4;G1{(O4 zB@+ZWx^*O{`CXMIg0)C_i&*2(OVue2Tnna@O&ups)Kc~a2*io9zd_HvdEeYfVU9Fr zmkj%;a}iiJX3L<7-NO)Eq?#y*5cTHxOwXP@mnu6^CL%}k85s}w{w(*ho^53_scB#d z-U@;vdn8|8TnO@L81p|-RZRG`Z^#$vdL|Hp~vWmoFXcHHc zcywLi`|V1?17qmyvh` z$;b#wWQBC78vzQym=wwFU2J&G|DkJa&FVEk(ud2O)jIhAJVw27mZ)GTFpWU{1F&ZY zYm9~RHI>t5snV=@i0_rSMIT%Bk zdoAO#3rbpod9g&-cMPA9{KZ-nk!{=O62er(Pv{NObW2&cyA^hXcB^aIZFgp3uFo_c z>B-?jUU}nnIXb;f#(^^c#SP3>{mf#qa$vBaDS!I-p*(r`m8>o=XlBRm3et?Sl9Riy z%Dq?Ll*!?dxT2Ikol2k2<+V2wdBuoZy(M{ZAcJ>{LEZBw^5w_x%jJ{D(!m5T&B>5> zda+@Oz+|St2ll~}gSk{`Dr=f@_Xcc_jsl6vFZLzh1C@VI2S1L`Z!&1T87*t7gd5BY zJG@r!O;%|PZbbJvt*0`+XFmW5se#1~pc&#{SwE-Jn~649#J&UruOce~=iesFW!Gr` zOP?O`CWFwr8c9?$%B!=%3>6OuYBvlaybaNKCR?3})U7kGHP;sBuiJ3{gp_W%yB+|B z$#lk{Hfppyf9X+uykTMh3pl%c1#naYabMWTUE1KbrH`EoaWxHGx z&FiRNOJ&=))JisHmPEpF!Qf^#V{n$96cd>o-;!c}C?Su|!WL=dWyookn5mgq&NZ6J zEE^EnMS37-*XQ!#qo?xx@@mMF)+zLoh`&m)JIPah^K>r9drJ!Wjpt|bEAPCi)ZciJ zGAc;v`q=1QrcD3~XH3swxD{eS;h4=@m5RFh4JfJ^onzw{5SQ8Fm~ne_Dg_laN#*pl zHzciQa=qEePv84U{{HuVLk>?*WW8HT2X|)Ia{(Y*v2Cv8@?s^E>5-)Ap*;TLQ)$-M zEYb;XgiH<(Zp*Lz@JI5k@Be^>J2kJq)B8}jY=mS_=Z4RC{`^Y*$v^oY<@bO0hdNb* z%)*Reh&?|0LS(ZtDo&7TRmrzs|CS`>F{zOfYU(Lr@&O9uYPpi@)l$xvOSxV?B@<)2 zT2q%lnUrKKfTCNJ>Q)QX6h#Kz*|U~$BtvlsdRrf4Q#aHD<)y6?(^5yxpGH(z^MXH* zPrm6LN$JK^6`Hl^<3Lm{(S}I0!-zUBq1jBSlgm!yd-Sj`c+Dg-21g1IosWb3_DUV~aDm~sFith}6kx{{}tYt?r8SZGCx za@f;V8Avxcu8u4Ki7WtX>U9SWBgHPxY6d4^rS89d|5f?My%R|>MHw81g%eh6c!>Js zI>KeJp?ph?&dpKy}t45Cu^%YrViV>NQEQhGd;+!I8+ekEKAjDebY~`)ZeWR!KE-DYS+oE&eBPV0 zx>Bm4rzHaKw7G&@ri+HAqK$EG_9l?4K#P}}*9j5(RDmcSbY0XTnme>1{DIT5TGu3~ z*g+WqNX_7M8Eh|Twej=pEQ(APyvD(7Di=?mOPwk^MWQQoJUpWb(lDX*1K%&0-Z1_T z#(7sgfPq@huaUYC&FX{6*uv zij?~uBxA^}o0X2VY=@{6w? znY=HzrgWraj=O+=x%nRw37ok`cr%YR=l4Wo{4iy9=4u^NC)Dv;4HdCpZ0ar7ePSLi zlt^T8x|uN5qV=sd!ZiLS*Iy4y(!m#EFwnFDd5F0R z!;%~N{_&SKMHsp~diIn$_gnBw2s)|f{+IT0`pfs_`P*yx*Oz}NzgI2{sJQtRf7Wz5 zl{JPfYd0``@XUcpf`RaQwPj-+dL6W&Ao zMx2(8T%SqjC4o_No=MlurLKEw(C5boQcNpJs*2#}+u!`Q{Pn;4V@cYb`Zffe?B2iI zjZy*wk7(`*Mj|w@XvnLcH3j831aAweaNbbLktw+B$21!Ni=f|wK3@XxWK3wM-U`^4 zyIMkx^c_)CUd%~xrnfy4SwN{qjSao-a)SuQnykRw>YzYStJ9%WbY?fxOMuIy{Gu6w zcL!tu^uW?cZZwq*a~u;I^YIz3W*RFN^tyv-h3A;84x>st1Ljk!oe0uXcG;QNlAd*- zKhLJ6f}1AGl&Av-u_E-ec{ehRtO03>Ob%7<66ES{i^-T2#hT=p`$Uq?jbquXo5&7D=9n3z6=gig%sV`BZkv zR6P_#nb2!^s%0nAm%TNErl)tQEVrFJ`q?8XC+CvVTWU;e!E*q4LT=t@l>WJb0K(O| zlTC9d$?TX+O8N+;g-qrLGQWRcwnZUVO+!;u2`folt-~_j|Dc{20Cnp%fV&nI1^!g z$M;_4HeK&F(luIhGSw_-`V!W}X0_xq3MM>K07y9Y{a`YQ=M}Sf= z_e%#hZ;VOohrK@7wakFtE{+bR_O*O|aVejlUCVB_mS)#*zigTzT(ux8bX#h8Ai>Md3 zvOIsx!oktBsgZ3H1F1wx zanJh30)(AT47V-Xo8rg6i($muOBno<-AdUPO@Q_Qp(8!`Nb%NbQSLi_SAuLX63D4|%_b6_X+s3$$u3+_(`Ti@eojgb#V)4d+Hu zk5nlUdD2%g-O(zW&@h=cn+6)%47`Dgw~?~R`1<^h_h9(Rf+9tt*|wgLZ`86 zvF%&}+PYK9@6b}WjepxsDT3+Q!QKQfTsuTouTd|SI=C$Vy2T)Ek&k*Pda+ZB8+-oU zQ-Ko->5>bJyd1D-$&KX^M{TzTEw;x}I0(tcUSq3B_W~NRqwGN^TL&^;BB0AsG>k1! z_}b%|uzO{uZmFaKi8udNcGs<$e5n!cDselsNmWmo02cX$K-EvO4&@IL zmr_#`lW~Zm$?5iIql{|1H`3Y?49N#7Qq6QQBtck_E@?&+roOG36*bqL`B8B3jkiEg zw?3S8(^?_S!xNoE$blYzCZrXueFE#0LNkZuKhIHCDT?(5ZD~>i$y``Wm1VcqQ^^<7 z3*H>zxS|U!^T0=J%z2kta5-2LVoptRYN;?)9kiX6_wHx20T_~Xmvq2}h zNM#<|iaN}-$Jd)zwgo%2 z=N+|Xu&6zSsUvAF!?VOq``DcFd8B`YXoIr?_dod*iD{`&Rf|p{)HJ_N+1T}P7yq?0 zeTln$*>(V7?4#u~Z+9DTySfkTuietE6?sB9$P>3BI zCv%Gim29#_F_xjE?X9uvhwIAr^>t{biTJBQ4HQxbf7IxPWQ*9(Dcg$|0w?Ux-5zY@ z7qNRm%&0Ta3Qx|L_+a%eF2&d}*z(=nhmwrkBY2^<+z&I>QT=>?X_;cP*l6g%y?0Z>HP!Z6 z1bNErZr#({YU(&%J1_)CC*drNBNm zk>{IJ%(5BkD>V)e4sh$Wo6_|6Y0^oMJvTWP4kDgGOHQchT(k1!h`;f;G`? zXSiHrIB2?z_tw`G>mEgedebB0ztkjANste?ZoQLd@eFMfmkrsUApo*iZB)Fb<|eJn!D!ZI;5`ROL9%K0%;E+G;KoC=1Czq2MyDLCD)c-nMvi-X zQerckOO_X;ri@3Vgy+)bYZmEhRivkcRhW#1nvMt0Bi<11_q-N)o;VXPb-g^JU{|PT zXPBKv=CPHusQarfnp4eT++u&2W1LO|Zg9=hbS+6L4NbGjK(z^iKa8SXO{cAhP}V+N zlbNwb$wX|{r)byYyxCsZc%lK>BmKPW&U>S*lL_zKAvKbN!70?qRIJK4)VrGx{vC?%Avs#vm;{DzouA zn38t~3?uKkb)LCzo1J%cm%hXQ{$w@dewRwy`tid@_&5Ll&oQUrKy9?nJI}w0bsgj3 zC-*vI8=`2#lNGK`$GEmX!tLu*ymIvjWxbZ3jEA#gb6^Et*q}NGX*IDi>ZIySa^QK) z=jRJea00CdokqbINxKCD!eZdxXIAW$OP7GnOijB*GJ>lpZ`-leew*w zUWO(eh(bfOtf5xCpX*Siv?9uS=#3`0bmb}*PaYtuH$npy%Uv7Ij+!kV0K9SQb%7=6 z&14xg(EZ@|F~f&GzWUX#;q}*F!P`In9-ck8tHZZa;Z&JnpKIR3VNbW&dP8)YcwH^o zhR{-JS`Fc2GefyY9c}`PRNv6$=!w|r&`n3%;cctVKScT9ldaud1l)e%C1m^0s{o(R zXJQX9=CG{{^%JGNG}9jz*~2u)xZl$Q68PzAxMjpucTEsYNfI{CY=Rr}pU|YUiLjWR zV0LDPB=&deE}AXmS@E71wQm}Y(Pz}uM~vCCqFJ=T#Ax{l(Kz4~zA@Pfi-^zUZHI{s z3vorqi7yi?KX|<{{j3Zid)7q7PS4R~SN@5a#U?8E+c&-7#C6v7Oc%HW1nnZO|{R=sx+i8D$K~v^5w9avQ$C4adxklu1Pp{s-hL>(!Mvh88 zA!@Db)*I8-q&Ur80f_zRK$1^>pAF_ zTU@!>-Zp`Oe=_apnn@=ms2v?Q9c1bf0MA;t6VD2-H1^3#Y}!;BwUMHhT0_IVlZBR~ zQ;j8ZG@YMAYlnQG7I#_BPL}ARFD;VOv}?9!MqT7qdtogYLj!VzH+T8iQWqN2_v(3W zO3csB(N?WHB%4F6eO7DSHQf!eACLTNyecTt7|Wu-aMa(j65Oa%6Q!#4*ukcoGO^(o zB^2iVOr*cAS~q^9v15$5jFkeC<&B%lT0;`W#*X0Hqtt2MR9J2{IGruk*q1Jc(3F{) z_{|2Z)y4zEBJH2!y-U(b?@gyT+~3o4(I50A4QVze)!;>niSAZw?J=CZmuoA+H1Td% zGVKbQ&CmX*L1v6-Yp(Pri)qYAG>g0R56FDZ3h4+t_c=11beIJ4&!(-#Y4Tn$jy6dq zmLw9qa(vB44&VpS5T89MFQA3n4=;Va)A=c{x_$K$u8vZ)%TqPkiXUX7RMsw2YY?nu zGa29{PGdB!zd#j92CQjH{XVu{?8uXY0EQc5YO-GzV!2R8Lr)m=l(&KVD3^xvJ5qF*kB{(MB)Hm zp+;Z2{Mzn}MGX-XU$ zz}9XJb`v*u3qBr6X0n{%<+7U))w-D?fwM|!S{oY%W_n720ErT@jK z=iWHoV0OFrH|>^*y~}C}dt(?X?_dSnopWbM6?@W78qP5 z{qa7g(=o=UPl005eP#|!u0MARd3zm2W#+?7ji3SVh|+-JP-{bePHN&~2elK`TkMm{ z)f}gfKE=~}A7j%dDC1o0H39(a&&G$BFui&M@nB$atq#ar3R~;!nvJt9j7_j6i~Ieb z^V#9zSmONj)Lb3q-Uw0J|K>+4zy5qBLGCpV+f2)Cz~@y<{F0;7!D6w}_J4$R7Mpqr*x-(|Xw zWN^@FP(_tV+|ArK-*E7>J{f6z`q2cI1Rt=XaxJtq9$22cPJa7fi=s?w9H+RWDWXfY zu7f2yl;%(#a;`%>7!4~#nKu_*7Ww>DQ|H~q($=DUaq^P(%;`IVMLF_;Pkb}s1X7N_ z9)o7tqOqIPHPX;<<5o(D~O*)T6HHk1-r&g_l^qHpR<;$0 z(-#v!=DjW@A-kX`){^E_G)AgxPe*7><``QV0Nl_{j3at(^eozND0+F28Mskh!bF`V zR*RU!FvRu6JJyCmj7%N}BF&Q{?)39o*&dtKC9t&HUcZgHN*BQvESUR2Nec;{9+Sn_ z!{y6Y&2gVPP^>krPkS-mKl>1;?Op6GTHHp3AIhtWU#^Z)XDs63@N* zGQRk=zl{$*_z0hTdLK`pKC{Uyr;gm)lL-A`j{U;}+`M@UufO>Q-uvax@c7X_GZAV{ z{A*8g$#l+ZVxF5ZV3K8B)T3nlp0bt1iANbm9)(%U+_|V$ZX&zUy_AvTcu$O34Q}e% zBT*yK)aB*C=VmABRnH0KhK%>iEWxWmNdL0tCGz-F`tMjxS93;!&0-r}8E0mm%e|k^ zS?v1|uOs#OW`0KoR;3h@C?0i84Xf*8Y3tK$C%MAkw`mNBXTwb!$DF1Dnjugk8PSNcP2*DRBH=fL_W*x-yZ%Jr($^GLP`uShOU zwt@0NA|fEaS&P*gx2b_XOgkg<%j4Gtx)&>Bw($G)Qd@g24`Jesl_l(!c)7r!>quPHK}<KXR(_r@WF&=;VF(&)_80{Unmz2d} zzA`$+C=Y3ft*+0b$9M7JqxWSTJDBd_=8Lajd~k%Sk4HA}N!`c6W9A8pSG^R+ z^J6@FbRV;mr~1zPoCFNW@;tou9A0?+OBfzrk!P9M(Xs7vp+c@aay%rPFmdDlhwmW% z@NJ|-#~y$D2_Am(PzQQl+lA+Z;+0qL;H8(I!#BS1ExiB!yLk7#Ut+$Pq0Azj=BcLG zr^_Yg%LVe7dE${K(GoRFU!PggEJ{|`!CEY_Ww+1=34Xkn+A)6yMUZMiFmd|W-`8JFJ^*O5!ncx19!gYA< zhLB%v+M6}Q&bWP!l)jiQHsQ?zr}zMhT95B9^LHvqsm9W!NmjWiwU~Tcl+c zhX|W+(nKnbKD_?~=Zm#XrFK^FcFOP1Q5zipn~oM9aMWF$X$OV{)6DLFoiP*VIGl{| z```X1?p(iwhyX;}Aah`)6`j5804z-+-MC6chsQz%qdPU5L5dTl-Zw~%D_WlA58HHA zG;uGy!<4vELryb4kKbZ(*ECKMZ(K-WCYPK+brdR3{?J6(jYreeUBI1fQESR=({pnp z-m)M9v&as;W^38IgIXF0RjJV8w8Fw2Z2F|aGdAN&O|Tn(-eCrWY_^EbGomSSJt_+$ z9$KYtX=3isggD)tNz)m90Aq2rno1TnWe8erH^tLb2X2z&av3wQYu$u$M+eUWC9#QV zz>^yH+_1gCvy)->LYhgkQ<4mM*#G6N;?#2*GbWa`t^aL(ZM0HkE0Qut+R?j%Plf5- zJo?qAUox3>_xJGLM#s#I+AR=(&vu4lW7OMT);Gg2m#q*?C0&;j-doQfXul?CIU0;G z9E{X#%iDy-r<*{PrA3voXt&8xWXwp-bhdSu^?JCxH$}y1=Y~^JOH;|*+?360mJJP9au0Q>{2~LE zQr{CuDb7@D7%;D8<mAGPaCQdZ63*~xJ9FXCzywNc)X5dMIoR9OgzYtN zwhU35MwS(h&*r$gKUS&%i}F>u#L>|e+)Q4^Rbou_N7$4PKR4KbKkLsw|2$6j_wndK zZ1ib2_gk-4s>Qzam9OE=um3J)vjvVHJ;l#|@pHWS<*%SFSLo%y{^3|Mx%uoIH}2fT zy^r5lNyt&083WpmL<47R!lLe=BQ?2sX7_zlL)r5A_(*@WNKSFqJH^NCU48jWd;9pp z;TLeJ+QTQs&rml*(-F6^!p3@aDR3jmpm-h}PHA#B@u^^G&2d?Jv$Ij5zSy{-ZfbFS z+`FcGmoS}<1Z))ajyOL>vsq!aoFOUJ?p0&WCqX4}DomqM_W}~I%Lb7~u4&(#`DtM1 zY>=vOKM4*5dLvJ^aO-55RVL9jNVL+Db%g07pB>!t2#PM7{EK-itXE{k ztW=M(#;AiKZET)l5Xk5Z+ju+RG)b1roU|u0-NfZ4>}yg7XXwL2R?KpRlhac?d3G!> z8QppAlT1D7CyGtYSvaPB490tMitp#HQX!?t=iItZa=y?X}CQbz^P&U()I2UF4Cu zqyYC?i$LcYIqdax_OR*ZI-IgoXQG2Q$?5@Pm!d~@UQMrE!maB^W(2H6o3+*keS2z7 z_&os({W3tY-Ebn$Q|up%v460Sl;5M(np7Yw0fjB5jGBaZ3dp>*mP*Qb1k7?sE zQ=G-O8Eqt+#%PCy$Or`#%`vxOULP;WT$tKgNycp7SYa z_5bYZcY zUe~T!i}XcZ#Xr%E=+&SHdNDC(#Bk$zUv4pvm7-%Rs`rC6Qz!@je%pq&-)mh_hO$G@)_br zP5NnLbbRT@S?H;Vs{A>t1tbXd_C`nsFYXF1@JBubO*h>MCT>ljS8b}U(T_qdcjCe% zO%8jC8jRzp164G&ZX+cYM07chJm}tEpQbv);l2)i7N|nvJsE*5khG78JuJBOP`+)9 zpp5szG~CyxoXO*DQi`!Q5&lglQ;fGg9~eiW_d=5_QQB*KeYzM*AVa3c%r>o z?4h>Z#cZ)5tujf(+Ukd7gVYjWWJ1LvuqstZkA{8JjWzKh1+DTF0CVtlr+U|5Co

;%u<>HAZ9=qY@JmI!7rc#QG(xQ*xTE~{=pPC8a5V7Bz1*8qcdgjWgZQ2z@MWoWy%Huk*A}3c!6#K zy*Q>R&W2C%QTsNI%TIANJ;I&Qi+FMG4w}5g{_BS*-eEJ+(|IG7QyIGk+19G$NO^`$ zwZU>W6KhXiO{0=*48CGqE+QLuR+!jk|vMbgda@;qstXkl) z8L-k3oRoI43+Z!F+g@o2BgrU?P`(HNKg^0n3qwFAV`)dd9K(Y{?Cl?+-y5i&?T^QH7NW-D^cj}t&v5$e zi2>$HMCc2o&eE)l7&QrOW$|_%Yo~iE7M=OR^eN%VQ_PEQe6$5Aw};nG5)3+d$gk7& zck;coOJ11s?0f9VdWHCDnjJGE!?|%16yxa z7rFGu>wVs{el#}VNHu$EH7n1dc<%dkV4B3(-=84a-`D-Fz3#T}8>62^GJ-6%?*RF9 zAH5_;99PC-&13YhT|s>9vg(9qC(m&I{(Y<$8>CT(V_8| z0bmj$+#|%R6%KOS+frVH>10nRZ~B8DdTfmyfZzS@caisE(c-MJG`CbnrNucP^a`)s zxrx=uvHsp1wn%M38x6U~Ol2+DU#!%e84riIlb(_OISDnpYcRF@$dfR zJ2*c(F*-_=VbmYsYhQi?fA`y8!DKMP`D}rY?%tEmRKgrNQL` z*Q9cjxpwUa{^l?L9K(L%yk783WEIOWjh9@fof=!M8B;QscS0=#F`JCh zWQQ6{qQ1S<J!POL_ay+M=x9n#1tu5s4ot5qJN`&v-Nt z<(I!Tb#{XN9ixBES4%XD6xG=iMC(w+n49nZ{$*6jSWJ;TH$WQAy?egvz@sgSPYF# z3u2GvYLp@ZNjlP=0Ws88*#;eS+p2LMtoBEK&qC*xjf)2P&_>AZ%rCscz}3XK>9Clm=dxs zJ0rf>^`{|dEA_${mF2^WYS|bVqT=6;+ITHTxyi%i^s4I@cb)@*PG*UF27(gEm9#(; z*g?kvP{HE4zB%CcGB@Kzn7cdg5W%!bo?&3>k?#NiAOJ~3K~%};Hx@UZ!>;Hu?N_l) z_NkBOJ)pU3Vkt6JY0bU}#e5bLlfFd0H;F2&Qo&85d}7VdK;WzwZP501Dx?cPHof1} zrR(<%3^A#Qtp!czve*n9Oab7uP`D?8`x7h|9l#x?RV?7O&z2cJ{`j6Vo{T-Q+iZ3e z%nK8n9aMhj#F56nwRJJ-_wed#uj2U^UqY?O%R)eXRjd)$k($f4qE>#XHO~o`nuNOQ z3je5SJxZ#=iuBv{-27l-V;3s%p{}-9tTD%94HYW)Z)pmTCu~IHZnbx9bT)_RHJ$LI&R;*ib0>IxGAn*Kf;ZhS1=e;)0*R0QWs|m zy7oN5XY>$&7;BH#Pt4(-zDR8NhGR5&g`$6sdH)!jd4av;GA=b&kn$r(6ecgc#U+>J!<{) zfhOhrvGfQ7t1mh7~`*N#c7>xXtvik;*DAZB5e%k<(JeP+HoNhbB8? z%C0|C12~0Vo}NgeLXfUU;JV?Gf;ag*vDX-nUXWH0gu&gO*winDI z16WJ&hrmIe4U9!enSg-U@XVMj)Ak)7sPQ@J8PHJH_C9DVwwBklP~t)5a@@+I853iy zvf<|$S9nT6B?<3X26Ie9l5wEFSJamN{FRbIvaaNrk+Pv5Ccx0-l>|TN#=ctFec^Rw zf{6Ta`l(o+a3+L?F|jp;O_Vq@3tK>tE|#S+V{1iNn(S5#VK;iy^WB7++Zt8+ITfY( zfDj;Ryos)(1S`hc5-2L$t>LZ@WMl{#JWW`}X3o%ZpAl7Qjjgdk-QdcVYpOQ|+>tRu ziIU=VBMlg3Xy_5S)oOvo@dD>3PsNlb(7}7AYs3D{*I-Dx;hCE!StrYok!)o^2IbYw zCRQEGbMeN}9`1j75(-C;_51upe|u&(F6-UK%|+POqp_bGK~~1SzwdH`75#F2%n@Z< zHZXru<>qqj(d0DOwG8YIo!gAi^uZ-Ww>Lx3p5zm;NfXy=)#f}hcn*-gUDX!L%z>_$ zOOg&JNbBw3CG7EZ;V;XX)(G!EUmNaGz~^8&Ux@)Sn(QlGqDLl4YzbnCOfF4kMK<}v zNB8mI@dIo&rRvS;#A^Q$@&2lj^kJN*URS#TZWOyoGgQ0Ol*BiEBtMIh+Jw8tb2o3{ z+O;b<{@?@Kj&(COSg)dv3Q8TJG*Yomr?V)<^`k2o@B=rlRgPkr;;iP(A}n-+xN!<; zV^%sB5ovrx+DLWLWT{aWCEbui)??1tlQ!;(=C%z}tJr=&3jD1Wzx7}I9qd2%8vg7* z{s?!zaD=wGgkkjn8Nq|r+`84o*1p+r9Lk%rT6Qb|K?!l>`to3A@tKONn_zI#m7<7; zh=&IRwdx}g*oxUM0yStCmaV6mS^8IGSEE4`p18mQ@| z$DD;y+o>u1j+-@E1B^#(m9xu@f=zhh(R7@qr}{42tX4V1#^`j@DiD;hmT9Wb=~KIy zV{@{d25~bQ&;aA=RjmO%Fpay`D?8R2l}a)XI4!D>LWBi-6pAc&n~mLoLkutedls9S zOK+e9ZKK$`M9r8*8Yb2-MD};{*cztBsqCUylP+Cv)W~b9L|5N(h1G`7K~E1`>enx1 zcsFsQSgjU)EEll``(bjy^}e@1MVe17@=Yy8Bf9LSEWPMUELMyUI6WxxSX3VC+9#+E z4umZ8`w)Di*#{5C&9Xol)mZ27$dVCygH{^cj~|`LG*J(F8w{j&-P!{`G&Iodwn%M* zNB?%S-a5bA?}dgx{PW@dK7R8{ub~H{Pa*DEWF9v|{$5;blILSIhkOkIZQ8BVINawm zc1B3Z@(u$x$!OfW!v>FbNT%-k%|ED!MM83F0Jf7it{JijNbObQ?-cB~@pO(LUufL{ zRx*2QqI8H5IZv`JiriQOU$>1@(#&)aVj$$kV)8?!QRHUcO-eL%@@AKZhc(@`H~uz- z$x@qK%j4OjV@grTmp1jR3LRp7=G*gO6zj&2T&Ay7{JyyrY_Zei%+$z`@=diwR0g_n z;z+t>a!VK177m=X?(iIU6i|U1u``DJ8kmuwHT|ssn^fOzOg&m|uIG)T@1i4XT4F*J zn(pb(6R>Hj&P*+QHjCL}Qbi!`0HGu*%RriD@%&u`*QlIxT&g^yZeS3 z_PUi6k7)ypMifOokZx<@HlgjK|@XZmDC{$ zIQNvGO3W1bjy0tl7&m&(B}+&mIs4~$CLMhj*4b`ZVcqGlJ46cSZXD!I9X;v-V9>hJ zPb}9-kHUo7YW7?bia%UU=F>|MPMbBKZv$1RL3- zt9W|eU|Cxx_=-{m$lLk(6U>YEw25_rjL(n0O zaOKKXT)lF|^VSQ=E5tl#3_%0YW;d0Tr$B2Uhw_Ze5+{!yAkHk_q-nk3b7$;uX^bvq zho-Gbd(K#Fvq&ZCNWTiQaw&Dy## z=>&a9@-|iM6MvshzylqMmj7*yExM_7;1zKRR;|g2;8GMivbVwS!i|v-o5qv5t|XMC zaj(;%o9xC6n1sYTJ0N_Y#wYV8V<{Dg37gvt+QlA!3)&D*7Wq+FQikowPr?$ z?h+n{slRCg?O<&>U49aUBm+A%8DSYf7zBe=r`yHe{;@DJ=2c{A68!r;iyzW^IFL%< zlLrqcFKvig7070$N(LlZBqJxQp}=X}oRwy&1U({A99!x1xPXjiO>J9Zv~G9K4e0`{ zi=Xp6_Ed;qIuv`+S3yu-Y*aF3X|oo~W32)1V{B$Po$iT)o|!>wZ4`ao2Qqn5pKz6K z6jxQ=z&krB3x+*O7x7rR$4IS+rACc<$b%Q)&L$o!B+XKhx1ast?V}7K9v7tj zU#@Y+B$@Tv8J2ZNMD5r^T@iOd1hm~l9J~ve#BkT^{m~d#CsV}5S`ogh*-Q;(&3nKJ zn9f=&0E2_SxO-|?EStLDABz2C&#cil%_||uS4_f3PZzNx6uY`M)5*aY!)a~~@rhGy zeH_cPkATU1b*8hIAZbt3&qU{m7&E1n(A~{`2q87aPR+&}j2jglpL?MB|az zGIydL9-jOZ$IV6gR^I05H$$vBxlRgWp)@92;{%cQM>sw`$HPxQ#&eS^n2gNelFz+9 zC!eX$4AG!=c3NMjFZqjwa>!ZlB}L*PmUdUc1C7v zGWB=Z$rOXpSl_93v*_4|VV2TVcX6C%M9p(_ zqXAUAlPVzggP+q?WoHGYmuVP?c>TXU{_vKe(;DZf<*hf*mQMh*(-07$Ax<}(9c__=uxhV1z$ z-7X5GoM7iU)*CZyjyiT&he5bs$(F%wY{QGbQowdUjs5(Px0g#n$pCF)i}=PLkr~SHFZm_$U7YUwq>m*grhNaGXgC|L$M^J7D?9w0}g_ z%Ss4?ia$5SsT6@{hFU^aGIMC=|E*VRoSmFvxm;@E5T)CQKTR%!xrR59W{Lw9ylnQq z_x-o<-~Uhl8_v&p=;zYW_WBd#QO_njid0+cfu~Oz>kCmns4x%m0h+5cMr+mPP@N$r z1!m`9WD|BgzpvM>s|n(Ro62UMpPySS6?H(|G@A&s**QMBe-HoHAN^~*^^3Rc09L$P ziFe=mCEkDkHO%KHc>mq^@r$>9iOb)519hBXy;?aHjSyj zW-MJ(>JdzKK!^tCaUr6zMWq%iDU$q{#X3f@Twl<767c|1K&`*&r2`Bmms~e!2%Wi7 zTQkqkP}P=aD;-f|w3Rsa1}rwIL(2Or^uZid6Q9bqPAlT;$G)zV63{eGd9MtW>!v8^ z%wBlB(wCt(h^2p8ZOm17wK&0}PgiO(S-8Y)%fQr&D&6nzSSvOl|VU_3hD#Ir1)c z(p=z#&B`g1dGqsaB&EjBEIoMwm8BK8VKx)94-Ir#^NDO8=rY@QUVAXLG*@AnoV8Ay%u=Um znrTHE_q~ZSw3_=Q3u)74rvgxt)SaX&OAQe%KXX}&13OBv>K!b^d)8FTD10tG8=MC-BA#2gOU(E}d{wt>tPX27(&9$~+}h^t2mn zHklY~r12WiVS55;qiw2LojzmP`a#;(o+e^i@uEe?Kq62X^?F+%$oDN4$ZN5hN_(ce z%=5_E3GP7NO@5k=mGe1=Jpau>pKESpPcx6%HpAKZ3=f_>MbRcQolX3`UVrHoyn5@3 z%zqMRJDABWpD)<}X*-p9Vr|U|k{-@x3xNmL*cx-LOL*AbC)%x{U)Wzdo6yKiG9x!@ zN@(JS4oC(Z`>ssw5H&+XM9}=7}RsYf^az2G`jCi3I_#jUJT^! zNi#}1^=vkilQzFAC5;2US1gTpbaMX!X2YrOw}1B^;U^y!c<-0rN0T%@z<^8n>Mf|+ z?trxJwG+n?E>8TnfJ@^ht-Q{)`$q64|IJU|##djyBH2V!w&-VleE9U9{G76;z-NCr z$<8)CJi7Nptg>i3?-#g#`QRpwM%Qp~`3RS;9-(M5u^iWhovq}OP-2*p9g`Ul8@U-5 z>%kS{?>ICem_{9OQX(q0Y_iDTXEL5((jNlXZs7}G`?i3a2PYq478O7>#bL9LFW>$q zrsoHkJv>9ZF7evyZ{W>4zll}$3=dzrkGGHi6NY25?as`%$Qupb|1}wjtflJK>jh&6 z@fjW;9&~`S0j)+6<}b>T%H<5RvlA@m3v)2{6d2NUbL}CS21*i~L535?0DL5$t-49tJehaKq4>smXNp9Zk2)m(=S z1E1JHZ0VkLJxeoLE{xtUV>|a};&V@sB2dSbIp5mQPt1YF_STZw<%Jn5%eNp- zFx=Y{qeUib(l$p}lkpXo2FCV!nCxE?i>XkYU?Das4e-p&v65UteNAIBud<|9Ln6Q= zxavplXFz|bI>d@Lt(riwfm<_*9E=85uOW1n(T>kki^+6~VY06Q6KgnmR5fPWT$ktu zE}2b3Jk`{mC#DUp=x@{cd_>O3@)QL1O4hs*Opr{hmt#JUF+ZPSv6$I>d#^@D+&XUox?1S!ydMKz(w1-bZ4InNkY7~dD3)iO$N4p?yv^UQUe8o zM+iY}Bs6hseBfq77lHD_5yp8>iEL}KC-_=owA%o*cAphC+?nKNWI3#LUP=}yc>q%= z`pA>Th4@z1OMIT&c;6Um9+{{p_+qV^jYEt9847tW=AVEm-uGgIdmnv>ciwql>?E1R z_EJ25^E#fpb_xC1e2XMel{w=a54E?pGF!Cd2it#{5|oO~W-OlEr4A`4H*fv?=a?&F z)Epg^gUk)Bv^+{02YvBN-@rflXa5p+Uj8!LWPo{{Dfe+OoMP{}FW^`I@ok|{bf;8t z<++cRH{I7}rWg{^@%jTZ)ktmXFq%$LXv%3$mWtkRx=ia+zQ{AmTMv4)qBX`VuYDDN z_}~4{Xq&zYZcSh}b3+?r%h4`qoWiD3=$bvyq_LBhrra#o!dGFz#}=LS*@}w~_++q; zgIllQq#2=zjEZ{p%GURS=Pl!nP-UUIjhnn8$?=b zkA>rg6niYB>C!BQBUW><(Y~0*F6-5yS*--S~sBeB0gWf1wird39Kq=9+>49C zVnJ;>R-)wnjZ>_o315gB**I8{v>vaN_7P_TAkMXcw&fD@a)~Tz(MvNiQiwd0#>h1d zX9>Ceno=_cktJ<#tx_LZF!C;fqr?q@GA4G3Lx(iSuDOg{UXo@$#PsGlM7R0$t*H!f zBH$5+hB%4LAEP#!aqUSRw%7S{B3X!0oy_NB+fcQX9wi!iyrP@V#&MVBtTn{A!C#}p4o@!E&6+?q?<@U35aXriui?gx zt9bnM6i-jjak^MyzAEtH-4C!lKgQAiRL`yehQ_Gsq8HQ1w3oU4#etP#?llguIr z-IbpJbboS){V2wUCd84^bd@HQr8-;U%(Ja~7R9INCV#HE-^xU-v{9Nj^b z{seWq(Z06bf7>o@H?Yzo_tMzbAtC#E7jy~dNYhQvG$l(?+u{sAV~vnD#vwZ`MkvDeD>Ik>y5mou!& zhd8==8&__rZiY^)jkOia{~N^Dn$CdCtAXeXM$O?4={rpR{=6>Q|AC4)K-W z`n$-|5!UlFB=aAcCfu(X0h?!=6Cj(Yc8g*Ic-s&o>fSPZ{>zO;56bPlC_1y&RJ8a# zo$CUaSdX#xELLi~IT2)$ucoA|M8O?oM(tm-kY~f&%XP<@l)z??_lr$@aF1{OEI^&= z`f1Y3dd)_2#u(E2EOlnlUxke|w{7izWq~pGn>_FQ0+e3ywVI-ZX>@?v=+$Lce=Nj6goqVc20)jB#C`^1P#H+Fky{CHkmz(D=`JcWNM6s zRadpkk`jwwB{e=Z7DwHf(Xs}At*7943XtkcHv0X6>dIh*8@X8=Jtd*w-ghC^N@#_F%1Z0HZBEYji9*D)V?d+Fx+!=_bZi=f0lAwl5XnO-2 zB=tul4Vd`-X(qQ=dxRuRa= zi6rUhn6{QO)Ve&(Sbj3JUoLglt9Bw&sc*hLO^CL3879vt1B*&$N4R$0>*G2|Yj%I! z7~L2s@L^wuI*GfpQ+<`p2MvG}IIt;j|K5H1yscLoflQ-3!_DhQxOwFO!>rW+lJVs{ zAA^xOWqaz68#CmzIyDmeDh)9OF!OlxAj=a>_s96o|MwqkBGyr4bxg92Pc0MA`E;{4<)fPMh&7vbXolD-UVxRT z*0q~Q)Rr-c$aTQBNodMNFhai{&>EXCv+y%%f|(E2Yw9x+?E25h$cmKuOV@C7?-mxzjlR$9{6vv8$EU}5 zc6^NE(-Tdn-h1zT%$Lh<4a=k~Pq2S*8PomCSg%^#xbXt+ypUpYNMphb&%OAvnxNC! zTt$T<{9uM1nufZ;8D$ZfT;OAEdQToc#{ctYe}=nvKg6wD&&gRgE$5?Gc&9T>Y>IB#N5$b+9fwavnZZahYqI;WE3cR zrfIzyj09+zPRxwbh|5zXUp% z;4FB0QG=eC*o^7Q1YU9q!Don+T^9K(u`kl zJ2E8Ka-`$Vs500y$Rw|JgH&EmkAc(yCs* z7EqG*vbH_1@u`MDfqJ`l{+f}$-RsDLqXfE2kJ2bo^yc9NSN6v8+9CKzaA>t$i^4r4 zwO+m2%vO|;#BkLOQq z@m*~E;*+}TgHxn}p;4t(wmE^FIC6`Dnl9+@5QR>Mx zjXpywX=vY?Hkl4X(?Cl>f`E3`JTk+pJSI1ay9iiBTc>$TP)!Bw@ioWO19?OR*LE}N zHGsQr5;sh4rNi&%181_>bD!<25}L^1xW=gzWaO< zxTdtAF=JltWlAC$SUqTrJ!??w(jHFt?4h{# zMZJN5RV4{z3#B3`YB#zl3)>}%MI9}EJJpXmL-K81y8EO5&i8g>sRM=Y;_Xr zd30$;+vcAyOV5Fj+(o7dYyEycvO1Q)K79w+Ycb7kQ{en;h6j(H;DZnDqTJMCHulFU zu3tIC)l2*8w`oYKA*jo58nF=Red8W`!Oz!$3)NLVgpm)a%k5I5ztompt^>^@&>~Xa zM)(K+_+Q|Sum2XV+pC119@BKrJ`g^FAe`@hc5%t+v zV$k=Dac(F?iI{io(_X%VP@A^y=+8Vn*+gsF)$gH7S6HtTQE$Qzn{VtN;cQdk^=n7? z_@n#y+0TBA@BaD!i|_sQU*PfaQ#IM7YklRb-^73UU;RToe)K6$PEJwR35Me_zVL-t zap#4XaQ)g<+_-uTw{G1Kl0F*rv^cMx%`u+t@QCNWhVS;nJW`;9gg)GDnul}H-N z@BQ^(;^#mAkxfZ9)YbCZ_R(f^#AC-x_2!Zg@nNgSv!7`dc~( zQ}a{lx^HCKrU)TAzo*tQ!9YcYQY~6x1e1{{8@aZ|KaCQnwbvLhg0YvWv65*D0Ubrm z4lwPHw3!MeFYUnO>yS|sHCrbr0ftN)p-~*Ccn(Y$7aoR;OA%r;wnp9$LyVe8#gC%; z*jRG1nVRO%w5Nrh3n9nBq}Qi!_RWkTRB4Ksn}MJS0Z}-8yRK6!oNLP&4(CB#G@@WO zi2Tq>C1G0wAJVw8bbl(4g_gv8k;g zFztM!{l2Vsw2ahY(j$Wat-h~$o}gn`K}EdLWv%gTA~W?9?M*u9)Eio3->~pqlC_wd z2~8JGR@p=?P!8H1gkA4LH~!Z1!+k#x%P6ty`s8$mWPd1-&R9&1KuSyVsNG=4Kx}Dh zjV@+xy*o5Qo0?g{oRU5p2SX$SK^Wggy(npREY=_}*{-XM7=1!Wa4A==a_pJmJBCEw zXy`kUa#|ZusVPH{BcubP%IaZjR9qx%I*J%OwZw&IS-JDQkuhTEPZ1@4Z|zwP;eKYk z*r3@P8(7m=-h1N?_cj$b`Y9)zt>3$6$8$V*bZlM>P17+?!nNDATxz{py)d;QaODXs zk~#VMC9p=nfnq%~r*Jkh+z34;HKwT?EOJY)Np^E)lgmns1=n$g`JS4i*ea zO+<~lGGn8al2dGw$)-Z=IW|}{9`i<2%>h|_VyE>@gUpCxT9UZD_MVT)ChbgO(m#y}?AU zn^J495^Ig0D{lO?8Z{r>mzi!;`rctCbqNOj5ysO!)nfb%Hatn3iBg$?S!ry)&1Tuf zAhO|7f=gu@b3T6@-bojoWR@_{?<;beK;ByCeyN&-gPkk@3ry=-t@W#MS!L!7AY&!j z`|)1!^UP;6`39I#-dYn@OX)FBFWa{oq-~69-6Ctu^MM0Ee#Nqiupk)>4f_&12OCr;rIT#^VT0>9$Ow^gySxqaMrZW{vN`#umygE4jPtxwp(%NFPtr+wL z4i2y2Y&ORziZIL)#p@B|uLBtDXF^B|*>Uje>eA23Oh5Z$|GkkUo7Q|}W;KQNmSWv` zDgs}OvR|}z)}Lu&1$Zp6L-n+;RLYtwJU_vYfA&+$gYQm(XzK>KQ&5D7!_m=o+`jcXs*M##NfZE1Isuo+`eQQ@ zT+YqljzvBjU8gv*qSvP78N6YWFbYqitl7`9H&`eT^=91ag9rEUr+@ly@$l&*yz|Rn z;Mub$)_@WzD=VCxpJ1{#5}0swbQyo^cYhxzr>FSs-~AR252pC}kAH}hG{W(-XP6Af zSj^TKjmL74q~@?%ZA3*@E6M1-Ro$5^){c(J1S?AL@RKL_%fI+boSZ&G-Wy@HS)q>m zxcvMr74_@$6FfZoF^ctL-;%uKP@(ME-rUfn7j3%@QmC@)?%|r3$|KGEMAT*#C^toE z+U>luYvga?9Xf=RrplZ)G%<45*VyL!BqEzIv3HsBiCvsS+|++4A&W;0T`nije&v05`jmh_@% z8|4uNFN#=)eeI~Dyb5ZMnUg6@Bm_H{)C8nHfDkm9YSX^SPS99W#3^-EISr7^1pBV@ z#atd8b!3#~Zi>9M-|GJDBH6#~{CY*_eLXp{f#f;xubnlOrr26Lz+BN z@8$ApF?zK(3yH_TNGB#xFfwBsQuml-0Mh`=>6q6psyrgCG2NkPa%)ZF2`(rN!XwJ0 zA1n$LPz|hblh#`ftwzHXx=HO>oMA|PBM(Q<5|+aSH&ebgnF-`vG<~f@>fHpu#Bs-y zu}D*e?5d&c36wF7ec}}FSl=U142TJXlJ<&BAk4X*je;)Z%Im1dUGfRMl zYaOzCldZ{)9Ptf&ON6$!YU~kJ)-1*LIxK1#Gn3{K8X8q;l9XE}v;$F+GAZGsm0p`? zz*>_lo17=DO|>JZ?FXh1BRM&hX544mTCzO9XB{=J1vEg9drer2kw@FK9;wMS$RG^`3lHEE_?nPkJ)Y9#5BbAnfWVkODzUd8s6KfiIGQo3e5DV z!&aUZDc=6zV@-b%sK-wA-!`4w$uk0wydxsgWR1^!oS8|U{&<3GM@Lwm&r!}#wO@#t zML(3B`q7@plJ#ZKsi0Z158KkrHDM;31f`T^&VS}TiE^J5#?n~p84_cv(Ro6kK(WF- zD;~N*1lL_<0Ab@GPKYe58e=OWM0K^E8(eZHvTK#g5(--#3|l==UtqioQhJq zo~<~*Mm)#`YJK*HU^IaX4ldeG7ihjrx}OOdBrAOK(FdsWOL+RMz~f^Z?kr21;?8B5 zwKq%=ee_Ij`d1DzJbU~UNlVkZDf&Y*t)n+f7A+9Xe}RbpK*8K9j>MF^a{Uh8{LqA5QT6=oQ@qn$%5`sTmQM4bD!_@a*J74Sm|!{gr~MDzI3e zU|nUZMXM0`$Uo<2v80pEbUj{`G2IA=n$KkB=^d=HlyoQ&vb54 zZv4KaqSF96%XRjcX=~{*c1zLHLu1dR5^2K!f4<%`*s}Dx4qGSP9A4@iX1XWOfCvPM zKtKRV1SUWvWl1J!s-%+txXPAIyG&bU|Ch=omsPIP54%)lImvWc5-Cw234#eE2ok^y z25B&%2h(9@I=t5}-go1PuC?|)=e+@BKd_5E-LK!h_nhy1-`;DlP-G|fy|ff1u?u6H zI8tuVB1oY|zETq`;61lVH%ikb*M`Zgr^vA4s#h8XnQ}}(1x3=M1+{10D0;F16-TdhN)ZFf&i7(uM=2H)b{KS8~z7fHzL>*&DRG zeNS#l)I94J6lFu*uD{H+e5O5tU;v*A0tM}$D?pflHW{6DQj0|jGK;-Lrxhx`l2ML| z?qxk87Gfk|qjJr^osGs2QEC_W+ZD~erwGGTjsG}Yp&gv;f&3*3wg6+F>^u0*x`r}R z!oX>2dj{R!`TdG_4Q6|a$Y`PGocCXeDVeRq8G+Ek(u(BfFIHKhb*@Aj2NaYvL`eqankX-v=}LnbCNx1wmt8Y&~DqoS!(Q^AB9Oi6WI;Mf+oIOwFNA7&Ioo zI$K?aRd|o5R4f6z7V#I6_02(H=mYTF`heIyT`V3s7iibTSj@9ThKX$_EFJ^3CS9x*Op4XY)Mc}VG9px+}^cP$qfg-0-Cg{X|M8#TjobGOJg7XAy{t{KP7brmksMMRAA9^c^g3%Q*3+~? zubXH?6VlnfbT1o#5@^p%zpwY$D+|z@^9^}|!wIVh3r&#^;8>kjY!*?EzJn*TX z9QCGn``!b5>sv42kXh@qi4_25B#qf(hHriAMZEmo?+5|?#3w(E#qt1~n`@$X|D*r@ zA7F93#7}@6?2sPKQdYN#g${K9%7{!ov5P z-+2+QzVebxPLjBz7`kOTRg*dB3@{oDa7Y){12oja%8O6iK&+T6DyLe)48l;wuuOo; zHx8#;g_UQtR(1^|GimF>bSEL{e055Yp$L+G2w|+eT)S~LbQX}WT1DFj;7 z>Y&QAa;v;@gRa79?V;t`catW2S#;?rc9w#BCdam!n+Xl*n}{@z2{LW9BcZ3< z^x4RU9(zZ`wp8(K5{IaXX@|g>{CzSnd{f2chvjy7?#S7kSgT^mx_srBb%zR5MYXfnnAsQIrXyHuCl^u zmyt0}oJLKWWto~bJr`n4vp}O>Qh#Ue-G-XRW$kWl2cC3ZX#|Fp1fufx6njT=MqaBS znFc)MN}JOqp(RI+k@V#w+4iVm}SR@OpGTJKFP2h~LqAdEq`6C(V5` zX#PG_+^$!B|4zJHs#*>ZnAG82Pd%xa$BO1=xkruBb)PiXY-T`@Ye+SjTUab%X|xXk zuW`SN79~KPzV=6gcSRZqXbobcUk1)XYjygXG6r=VmUN&gmZZcLmMFyMg7>y`I_~L){4L@c?)3 z?_-sBuy)}Z@}nI|6M5}OSEs>Vx;#Wr%%Q;O@RBzqm@aZ`-+NoN#&rKOHqKp@=M>i{ z!6Y`f^o3%5xn2%zYE1G=WX}QDS#LDJdw%#waBKUIvD`gs1fSD3501WaaVTG3MXfX{SNC1UIG*(tJ#`z~1n#~P||$9jU- zOuuN!8^;)C^jr}*L1w1_*-|nUF)>-A#U{@Q-TA(7XLZKfCiKQhY#Plojy18OvN_yf z>Qd=cep03tA6Uo2S`E*C)9-gJUac@@9nUN2$z?*8$ajEEe;5W0h{by^Mlfr!JoSN) znHC!JHE;A}!Y4ui03ZNKL_t*K^awGTaP8w_ZvJ#{XB=Hs=ALQ_H_771?V zHON=mo}#8-`u@ly93F|MlnAmceOM8=^iiLbJ`TeHR+D`UyKSuX5?LBlsz39Z#f%GEc0W*i zFM01!$FN&T?L%y<(d%BR23F#O!y_3q9DAC^9{&r~Gcc8`jNhQMwU~Pk=lZl^a}E z?aA#L_3L>-Q+QMvlY&x5qf7^Fhd*QZs5vTpViJ0U9Gz`*70%(w)GrL0!%nlFDDpVG zNX1y?x<|!B=2?R-)`gYj$5z_hI7Ltnyk{$mQXE^%Pm)BQ7jH&=EdThdq|)Z(SP=Eh zCZgn>Y-uOn2rZ{cMfF2h>$1Yoz27gtDfV0h1qQCRA6dSjdsR$ zXop(FLNT>f$1g{bx)L=TIaMvM4*BIl+1lB8#f6$=IHB_y~w9& zf?x;;txRe_*Kty-S=@uVux`JhYLfcJ0~4P4D+)D>NU}&m%NQnJ7WyG1nS&1YjwTYC zIEjK>xW3ltcSP1z5LC9gTZX#js7H0I81EB3B*dhMq{nQvS|@bgTB{p6Nvte=B3wzL zBj;l;N-2iZvr6_xiAD|+xURW6l{2nJKeA?%wbzvIbumYoA7gQJh-^MrBZiZnFoclh?E3jZ(Kzb z4b2$e7v?6pay*VSU;#G-2_l%BiAOrKfs3F40^ZqWTQNxOt%}gfqLWmxL^T60Fw@1T zKGO;hxP$(k8a)RtH2HMXDcl+6nR~(6n)$XF7jZb1(i^W|YQfnfH3d z{AEgwB4^m}S&qy#nN0-?WIhuFMO2$;U6>}<5coOg z_pl5aHbB@!t<{VSYg{Gm@U#T(tsDk?=}-RzpZfGC&}W1pc@tGCUzzX!iX)R(@ZU1> z^hCyCKcD_9-K*Czi_YV4hw)!M9A`7!KRCq3##r?XweYNa4(FK$4vcsEkstp#eEo}` z!|wN9L@}QrU(OW+*G&qH*UX`+CI)r}LnLb#)o3lJ2Y7hz7KYld${_Sqt06qeX z-c3!@Dek;|0~rnB$^@ONk4sxuaCT!IcRL*{{n{!YC~9Na-$c+_*Y5@X3v@3UO0XD> z4y%0J5V#(XB}+tKY0k#wx_Pdws}br2&E$=;aHCLWn= zKv!+RSW8iO-9l$jDeWLzVm6yKjZhfjgn3+sN|q@du;)45m4<&HIj+pe$v}|oqAl>S za{4sSNcyGl1JHx3H|SY16B(V817H$1X*~Sobk{Fik?I68Kj1NI)bcSoL=2SU0~yUx z&Jwumy5w_`s;<1ojVu~ZAdL!Ggo&lzWU0qJM$S4h<0|cWognmZatLh5@;V{RhD!88 z7G*!Q0UCc<1Y*&cwCZI!gj8DF!s=m~uR0@J@xx^x!^(LTD0yed+Dt6#Qp1$G<~(iU zUyB$miRnbX)a-w!ViB!quFd+aW(gBMvu$MD({hi>3u>^!p7_XP7(+$xagApJMEE%g zswR|D1a>~s#JB3$fH0OJz4<2P-Lx@hoD-ntvtDJE3sY9^NoTRu&0ZRY81zPHw>KNV zCrS#UUQZMKtUti+_CqX>m*~Yk^hSL>5B+f;SFfGd(1l)DT&p@iB~#2BzW{*%E%W4& zVPO=?3^4Gd1bI|+%_ujBt?sJ42MH{ZAd&VpTIPy8;0DMSnjL3I=nh($?xxhuWy;SM zssU-pDT?{N=^E+e&WRiiTj+E?9E(CBg9^?!vg z{mHX9f95PMTzmwB;f4(2mZUZ0rO?sB>8F7vR=Kj`xd?~jE@BG$gA&Kn8G>qwqT0te zoFJl8d>Z5I#u|JsC zx@!FS{&P9lT0Sj27DALSNe)84PJS^$cM#6a`4UZ?7dLL`)<#>2ND5QC-)jt?jP@Nh z2xR@tSaf4y?t1QY%J;w`^K!%Yssfps4cFUfU#DdY;lYJ~eHDNeyCY`?}iPZ{6EN5g99@p7Pfd zJuxFHPsgoJz>go)Qw2@)UuSOz{yBKRe*9w}#pcFHo4J~m#EpRhH^Ac*jju(Da%n(P z>=Z#UD9H5T#GE$ar>Iz^1=#D*ZnvEk6mmUX3m)Mk^A=9#N|TxJpy#@%U4y(Mywi`r#hX(~ZYH@7B+fLMaQNeNt5prbML zX;m%o6N=)de{}863U{eD?PDEPXH%G>DZq@vZCXu5R?5$$joz^Bna>ufsn?I}8R9Ok zEM1QUj6=&#&N<lH&W#smX@Ot{d9x&<%F;Bk5U50;ASOVO zSJK_aoZ#dc+N}^tY6i;E$VV+tO)$Rzf`>UN9|)ZN6KU;m|L!JTJ#V3F-a?$LxCB&svPc{m%Sd_eF8?TN^C~v%rA0%k z2+IsO7L_=%X&b>y$}hrq;&wmqtP)6%osz4)!`VQgyI&744QM+WLCxqIALhj zf!L)<^&I34T#i_KGSqtid-v|)Prv*{3^zuIvI-l$HGvi1zrYBJtQHwwd*wEc4(4vW zRZ0fKDdOhkOE~-Nhw=8&P>%lGQVx&iICpjn)5#R8WQC3XK0FjG3fdVhqt*T$9W z&tm`W?_o4vN3YXI%qA~8M6vS%f?{rf1{#Qy$WTz~R8MB&JsxF<)N z_;)yMZLztqn6XDMJ|RQlPSgPyVYkdJjprQ(ww3l%>T{#+$XIw)=@F$Sbtqk9ZjH9l zPTA;3U5m~XSRcBfR+?)cXhp_mie%WgG=o9`ow4~sQF1~6pPm4L#d}(mWrVQZN2eR1 zJ>Zb5r((YF`iA=tflN)^lK`v5969%1`c70fl^%~b5nt`f1lN*8B4<27rgcggSS=OZ z#`kbMpJDp;9SyPQYa&;Fmpv-}EH|@MHYu!Ml=qI>|0u(R6VH4lh7|{1@=5UP$L|lT zj?NM``MihR>zI;6ppLSO(AleNTj#O9wyCq2XMcS{$P9g9EeH2^IZ~?z%OGr5lN>k!$N*I6B(L z?0AOtwUK(K$~~;qOfRPLGKd1J6C_=WSts?dws{WS(O9)An|T6!2ZsmP-Py+RWZ#Ab z@|`jjDr-d!7+PdwlIkv&KudcaHT?2Xfq_?L&8YP*ooAB*RvE=ukZph(4DpCRyMrfk?#k-9n#x~K_f^us`l=dqwz1KPZ$KE? z{tmBOB4;F;`leEIPWCDHaIS&K5k|h&d^Sa}b6*3N!gc*(sX74Vk@waoXs>k-9O)rL zT`Mu>YI9;A{RIxp5=iJLE~#hz9xgw20Rs-JimW+lD*gm=!~~>4=$T9*1SuK9mFUq8#=`A`l0vW-~0Rjjp!;w z)u|JwY1NJIJw%*WCsH-)aFZbd(r{Wt?g}g?578o0IvgPwZsCdR@4?o&GdP|tDDiWj0 zw9j=emXo+;XuT7Q)Cep~kCtZ2<&M^jn@!BS?Jn}TY_RSl3tVx;JD^aaTxeZPx?4aFaFFP zC&%mKCIT>!^vOX`$&bkWJTWFa`6`w3oTUqCC=t6vj+JGwQpPr8K3md)8feCK9+0U* z=IO9)#=D^zOj)7=*ZN$4Hd`!l@8NDu)-tJABNsYN+H8J%Dr?y!G-0h#cM2k}a1(w`B!MX3?E^%lP?RNBYGE+D?vV`0kBY@ScynpL9GN+_{P6_Dyv16Gwf1 zk=D+g>G>~z5u^EA7}Q3I&RQYc@MwR6$u!0);54a)m}gSh!PQGcNwTKP6npy%jCwR? ziRyuA?0l7P-r~*1|ms;DAPD(#4~BDbSDWC@uRqJg9JH5NR;c?J0K$ z-@El1mU)KOpij;^M(b>Q@$GH<_9!D$6KeUFVnO@BlAxs@_%M-53xQ)0!!1|f9 zSlc?Qrc0?DG7gMHSr-Fqxx!@sK#~YvFH-eeNk`8>$K$Z!lf&T_5yia>m3sUI2+ zF|DNl7PE;O%&oKM&>oD%9O84i5@2?OR(ptcZy+|=V!qG>c5iP7)8nZm0;~ySa2NZu zvSsgyXJmRjbK~MlbyG*RZ;0dL2@VhUjnN`4d|#{uHcyNBROcTVaRdT-y`BT!C1%qJ zmh-8=8iLV<50WA!#hA-J0dWq=NZBT{Afx`D>?8#NrSe)JIMgSTD{RnD1KevvS$PG7 z8l0%kV!hlW1L*>)@{H=eY&jR;ad@!r0EgA4+|PNIu5F&d`o^ZtX${^qbs=jZLoq!- zar_Xia)Gr@f~pm1Xi9U*An9v}!uv2^%rTix#ZpBr8P@(5SV9Wr1EJMaTK^nsB&L;* zoaw~#I}@X0B_s5*73+SomY*KaQ0}J~^g8GzGt4sUtIAWJAzplXOgS206W&ua^#2ph z1ZreCmejdUL0BPV&*GDQCV(kbD!1Vhdmi)A3v|uuFycBEo{clT5X2%Dpwh*7Fc3(i z`j(N1iTOiV`cSU3p@f0{r6R^NecZpl zCm^P)2+9njaR-;Ko_&SS*6xgwCR@gI{mc`^w%z8akz`TTpF!2?qHnsEVc}mmwUK>WCdYX>2L^y z)LDKa8_(%fJnZ+46xGod~IcXJTo-tE`X z9&ZWx8I1$9dI4s1;Xm5fBr?-^Rd~x~s8(Qf zZ%s_u#3gpf&_IL5nX=jg*BA5P$tq-g@JNgHm@Cg#P_n_n^1hHV)6f{GL4;cr{n&nv zwBvMf9S+ecOK-@-#^g*oN~h%26gtt9)0KaZO-n;>W=l7gF=m2Kp90gHiyqF#DRT3$ z;KZOQcXOOFv56QTGXBpVG6PQXDphn`nJ&z{sUE~=W1*H5nqbkbe$ee><80`zzt)_d z7<3f|OlZ2i^!OPoG%CU)?K)=|KB0=V{^&CM=g)r~c}<~eBDdV&ud14+wD!oT&^F+H5i**=#(+gx%ZN54hi z3yr3>Vtmxfa*x??Nn4tjnPKS35@Arsj@hQoX{9Fp1)oieql7!+*15lAkJPbxp}Pdz zgxL#pXD`+FPsTe{-T)&6*c934u~KT%R=Ex-UaL%fROAP;Q8z>BKHEsD7-7yrX=%@s zu6rn{7bPAtB8{TPEHaewWaws-W!-%3leuxpOQbU6 zOnFU|))X+ZiPx{wF&E(~=_uB3F6IsoXQMirTxWF>ujEZrrC2&MS~K&j2o()i2?Wk( zz^s&6oepuym}1ckTLC;W_22!KONx;js8SeE7zajEa~hl5J{zjY z3=k0%A;9S-Q?`CRU%RqNJpDtm)C|T-r-Sly^89JLu0QfL6tTPrbl1jvr%dxq?2&8F z=Xu-i*yOPEctxn;IRP>h!Ns8fSprMD7M$2d?i<7XkPH-pmQmO>!#Bz$9^6HdE}Cn^ z+UhWan0NVniNRVQR~~;KE?jvJcHaDo`7hK_HK!Yg)A6i7Ag`zy7nYn;f1B-lazhZ1 zvz$)x#;Z5+^!uJsos|qj46_a7+wY9@A6TN4KBg;9wUw-+lwf$k1LJDW%}dU<(0Lkzz))mUgB_0fuKbG~JXX zj?JwV1vZ-;A}uDmW^Cpt70kYZ7z^H)w-pT@H{uaDo(6JqzL3g zvocww7>g02&JYQwd4nPP<8>sXvAkzgOM?KqXH4g2OltjWBmmBM)Gn9TP&1YtKOJ)QiM@sWp z&v0rRwQRqwWp&hW&*#Wx7zsDWg_-+N&Pjl0HMb!Tjo|2cQkiBV zqHWT|Lj8V*d`U*Y4D(~AOBm4DZ^c-ZIaYZk|AMg7QV&(F4g|`tcRRRr=CS}2UcXGf zT4o%)(mGmsG;SqtiYPYE2mZ-)I>G+#whc;FOWVIGpW^!y(|dsKaD>I|7)h3*mxL$H z`zg9U>e>@%8hx>=PMt&bCKvkP&kR|k#xse3&3d`tGs8hKI8@^lim}zXUzQEaL_ec4 z0JxxQ=gq5`_H0kX}B9ohhq z&oXNO?g`7u6!+eKh~3FjH6=XmxjXD)^THZ}q*Be1u1Yt!&b?0eC}lT-OnqR+9*(bA zB$*{LB`r56wc%uKz702kHJPGIZs&^vciuX%MI4&TG#@ZgkQvPq2XdoNq&G68i%rqw z_z1_V0@ofLAfHVz**!*w6NMycihDRkJ*CpsFJ$oHh9^lg1EnI)%JRZJ%2M-<| zW7KV9D~>TpDmm(A`xDI4NU=QW`~XS05_+VI5}L+T8(}{|5fxZWV*+Z;7eRsJgB^4` zAr6lZapBS>{Pw^7EqvxPKaXGh#b3tf{_St!ja#p1K?J83F{eP2;|YG_pZ{|VhC|WG zf8xh~0OeYDRxm$iVMpa&)vAHj&~E4mxnwl@1hKKQKmzz+&R6b z%`^YDy>ZFd6j|W~W!X4O!?lWX)r@T_FA84i4V;>Ul@1v_2#T*T$v`N{01X@4jRe7H ztfm31f|Ewa9P$H!DRk21hLHxAb)CxeX$2--@MkKu9k2k5h7)Vr8aHusd|tvdS7V}vx-c5M!bn8zZF%uuSjKSB(sfy`+?dBHcQ&oI zXgp5-2)3Ze{qQtj5H-|A)-Y8Jk+qK_3NNSrxd3wWq2Tv$Yffxb&tk%c=z$s@i_?jl zI8uU>0bi3p%O`tkNX!u03?|8FNFvt=$95BC*ygx!yrIyL!W z7Ib1c$b9{*@X3lB>IGyPl&PqtoctDwk6NN$JeuC~-}hQt$CQ!Ke3H6SK1a1?pZe!O z8NrD;Q72~b7dV6*cr#jh@&-XObH&e%9!nEOWZpWRINKbtZ+ZvVT08iao!DqeQN5tqTPWUrV4xrw#2*ea% zQNRN?7WJ~wB)~jM1JPS8^+2?WCLSqq`BCM?Lam)<0>asi4W#X!sDO?B+4FmC5?ELP zTv^t#52pP0J~P);%!*5yiBeuxWp<4u`v|crjgit9Yvu==ZHZi}7+IBgj;~Le1fV7c zhVVVC0?}V(=17{GULtanAEQaC5N<^tQwl7z3^#7wapuN5&6ZBJ`tS4)X{?v=jwv1_E0Z^o7z$J?yG|;&^TGkTntpE%&JoOM zU({(yCBjBt(FC_w);L*FWQh~<=OLTOmuy*kHdJtP;Zqa$8YohkkK6xx5Qpahz; zieOEr-NGsg-r*0#VwaBiC5~~tcYxLLRJ7vvz3<2I$9KPjJfB#BdV1336RJ}dS4~`D zP33RoTR|=DDo?S#T%Lgt_usmQH*eg;wWqGh+^t=e`2MdV?;y|55T-{Q55%qsB~h{G ze)IC9SbO?8+iw{xz3G( zd$9h0BnD?IK4C$G&MY9#M|M!y?n!b$nJZ1gN@t0fywaWXEA!e|uFPv^dOX*4pdMYO zXl%YILp|El-l6r^9$?hpRDC5HI-S!sRjsuD=)@rHUFOY^nK8Nyp$0-}YAY>w#^x&b z_|3xBec*<`oLJHza5mF9#Yy&HU=!)0rYJXZ%+e|9Z8@Ryy;-!M`6V=oGwA};$&tKl z#C#;!MQweSqQ$1mnIxP*E5AK$A#9nsAsN18VDj3uD5G%QvBDnviD>izLbs|aaJaW4 zsx<+T;b18CqX2B_^DU~6uS+(7?oAkLEhskD&vc#Hgmjq7q=?v9=SaF(p%aJbuaB&` z*z(+qPNTx z$m={#2OYULiL!0aqmoA0)GcW=XuyXWG7dG8p6+4G84f(VDYc;dO=gL??Ez%i&F52N zllWkTeOH#2l2vf{mX|h2rH6|407@wd$_%<j5f^YWH&8we7w{-CVhL&Ds@(3EeR`6@x~f@ zzn?B;Ezb#USSQ9-RHv@FAvM9@jFJwn`NVvW!U(PK#Mi*QgskC}*{uTtl=F2Z38s9r zFGh{zc%>x@wK{Fz6MY?$vAI~lv-9lFIqYM+YrETkw$3kBUC{3ikR)TRq19}Howv6! z*_%pgq&hE&u)aRT<;!O<-WX~P;ndnTll9C@tqYr+@C++k=FwC(vRxaDN|x(}&gNql z`dQ!!XG!R1qWo)O#jKPx%}JM*vzq0Y92{dXvN$>-d;PU@7;TNPvDrhv8)5fBDMK+} zfyJc2VB;dPX&dEg4-uoD-0&%KIuR)+%T*!MCK_n0s+K0#{q?c5CWRX%kxndAgWR2v z<(QjlfzkDlf0iy%bfZ4L{nf8vaIq3um@A@c!p6 zVz^4NHX0*IRv5P|yE@!B=g#=CHJ7f17CnN6!DNNyY3H2^I66AQYJU$;Km82;@`Z2U znWujQ=gywP@BGeh<3Ien{}F!i7ykzS&2RrE-njLeYx06-^PSI^xc10Z93CFwr+)UY z3VHw1pMMF9RfPw;M|l4EZ{v}xPa?}Jy!ef;^zTctB6M(N)&y5R`4{z2=xe0HR)&9e12qvfW3{$z zN~F;R)({ikkJ_;&>Pf5T>!OZMGqhay!YSjNvItZR?fQ@w1*e=V9ik{)dwt?wUa8Su zp-Pv!*Zglvhgb}mxt`6rH2LE+C0+V`3Z<(IWGWRJ+Dl`$R%MY*G-IN9Y0|aHV;t4F z5C&pq3l$z@oiK+ws1IBoWHdgFI_7@P{W|gqX6U)Uet3noX9JzJ0VM<_B>CWH zCo;`OB4nC?LYpn;JxWgEjjEP4egcWg#>L;3LCaG-BA<@ePR5l>FGA1ub@R(0z-syc zv$uAUEv7%1w+=`~*BfnlWOs>#EG7YmwwFN^%h*CsIRtHmSgkU>Px@4Fe^VNZ=-?(> z;^&=A=D7QCzi|k*w2YH|rP(b`4Q86c4W_RoYeh_~EJdenn%qY&UPQH;i2+k6vpco; z&&>QZ;F;mMVm)E+n@t)g{XCm}U=%7b!b~RRge?uKH5p`$$skxjb=FMys#*)`J|UuL z77hlu5x1G>#R8^`0v$C)XxLz(L9@n1L=VhR%fL8mo|MP!DFCOxxHiUvE{>)%TzvGr z>Y=-L?xQ!}#QDqD@aF9oRm3+wJpazkx@vyz$~JjyXGW*+^OshFnuo8oU3BBNa=xC8kpqMzv={rinL`K;-^!+G<|+#q`(>6a%!|3Hs}sqR+QGeFU7m zQ3BuwuWDihI6AP;|8Xq_)_@T7uT4T#|7OPI5vAA73k^UF^~>rk)4}tc-0TgSRF~2L zL(%m8`Q%!b`KnL%t;P#wxJxZI@45V==#>y#I#yK}YbdB9^amr87KWDcP-SLvrrL_k zs&HL3jydwT+{eZo@53^Z`EMOHsG*|Ld{zj{48wu3Em&{L@5$v-G|AQEp60IIm3e#l zlVN%Dx%omx77LiCcF!tFw_Wd|Y?D#>HwOk1RG|H1F&6huRa> z=vF4xEaQ{LlxJbPJ20I+fug`;sUri*t72tdOc|PIIB<6n`me-poS3F_M63hkr(+S4 zExNwbEWJOrCQ?2JsesYh@zIHser;l?{Sqw)V#F8MD0)Ser zsF94Ms{mZOVQwiHG@}&{jRTl)Wpc>G;x4rwc?P;~O>MSb8^nrv3uC^-vfj$AVd25o zO6c}kV6@qh?xQyxU@%!CUG3w_<%{U`6C52KYqCzJ!SwhDd$;dmd~pp?e+^S=DkCEO zg_$H(F_Nf~LK(f+>x$H<@B%Ym9&kQS^0lUo5@JDVnIT+Q7|zaTD$*F`hcR zK>yk~9Nu~n&paJrwYq@&x2a`}@!t2o8y7CFX<#InB0Q+yht|FaCv1wK<`YjRl zDQu?LJawkg9J9MIvQwwh-u?jw=a;zt_~ZD_%P;GozJC32+_>=y{?%{&-}oDU?N{;B zKlNGs$)9!b(o5fLCdB40nc$;;<&*fr@Bc1V%P9^I4{`0<cNATYF{t({0b5rJlJ9~SYp2T%gCp~9vMilsj(dm!MA}w(5?tR?9w~fn}uaX6i z)p7+4ee-t4KyQ5uvw0y$Qfq))qV>WNa=1|;AO0wan(JU1w1sGIY}BcT38KJbnA*sf z$A;_$4bf6st}H%87}4LMrL{&g6BhJp;B(7j<)Olcn1)G4cW?P;@~NntyCXN+NiE}? z*C8>4OYYrnLZ-=GVU#^H)LXiy+Nh*_Uo?V|dv@H@J@4K(v#DY`an&N+|5^tQitLmLaXv6qDL0W4{5Q}M1hpPbR*4Od)g)LOmBOFuq zLX*1w5Z!)X&kWyeEO+=y6mkMP`aCdj%4kPzPk_j!bF7?JEI^>uX&iXr4H)mc;uHnG z+4R3=h^f#IjrwKD4sczg75RZ1|0y#mW`XtgOThbiBl_?EirQ$0! zRzgnNXkk%91b;|L?1Zsv%1f+x!TGw(rj07JM4yZegoqMP%jh8)jFC|m5Sc@Kluh;g zMzt|cW_zY6b$RJiU(*uX{WU6Uuj338P5Rs$gMct~@oM%=cgLn~I$t8KXf9ZoQLX3v zMqv%Q*m{>g3hdtTm$Z_;ALeet8Mz@~<%N$-wS14EVHEe-|1Yw?a@E^rLIl_Lh28+` zu`lfYa*s{BOPb@TfKsCxo4J!Fwxy?v5X7kh+&x-gA^LHw0;ryXpVpk8Rv^5CDP%jX z`3AWAcJ8K?k6gK=1|?&pVrZj(#s|vQn{ZkD|i;HxKak+5%-s{rwVa-}fGQ4LYMSTEhs7 z!^E09v1KeHe7VfA^X4`d2NO`2(Q7U6uBR^G#;b4R(zQqM+Dotc*;}EC3vAD4IJleQ zxgUO?3e)wq4P3c=3E}a5P2)p(Se%lhaX_GK?NG*#1hMEozg&e_%==i*Lo5+uRxQw3 zYpGTw_>&(mFj*|I-8sb3!8TfbG6e=0b+#}sCXEcu4{vFyxd7Slw>xxnF9Z}$XN=XF zT0~=(Hz`D9Kx+R8E#*g(H%_=I|4GctMCQK)WEJgf9z&tD?WOh`CI|64s=m^s+S|gw zudy4EwmUIetaOL!xvwo-t)__Dth8>FlD=gYMtm^~+9Qqk6i-0R5ZyE#7x0iWXB~v=?l|17~L5?&y zs#M<;-n0{Z<^U)5*Mq01$ZJEy2fu zXe_``H7BDhYo-aWI~m|)8l**l<7JA;e2JrFfn`P(6wr<$rJZbUuH*96Yqc|tCf6#nh1aLAU7>6s1|2yt-H{tsfDf)Ik*+YbTTuZ%1Gr*G6YBLcy5G z)#1tJ>>u-RXCF6T`X1&FkL9})!|LL#vs<|E=s66>Jxg|Rjifx+LQCwB--q`DW(XM@ zlPxHn3G2qoJg+Fnq!&bBtYAwSd@w z(!(D`c=3C;@$}^j*q~tnX-mK8~OH8RqM@@SFegb9nicSF{N|cI`22uCL+# zy}LMf{+#k?@7=$Tx9{A>-tKPW>@K9=832{*uPy4q4r-bgZLDwNGe7qkByWBm+0h$K z0YRfq)k-0IHFlOeRCnHpDtD>NUX{Gp7^ExZU( zL~-L}uLH3~8Z{?v8RjhPD>O!2YGtJ(%H5NoaEXGkHKb9}waX;4I6*#bs+74uLEw$A z3`RH&SgsWNwY__U?Y)_0{Z=(vX-108r12EhKX^y;A2cQ;LA?*VPM+(g-|gcAKm5bE zcxFqRNNX?@n$JTzZo9iIS|~bg1Z|_L1+{}{U`2|WXq1iK&CIr9kA4hY+wGErIBe+F z%=5OGN85lSzvgno*MvEi7l+bDRtv1AN5~d4#7@l>z(Yeyl7(4>#&x7u7wxc(xMzR` z8%`Z;+80Bcz*L@B%maVWb+bs5HduU)IffS&O0Lggv5WSzK!B$3DNb2uwuhd+(6#JW z7`P-5DL@l_G+!PeC&0pkCiLj3zyP~k`Ng5>ZBHd&2mxlXKA^L4Ukz#_r3(Xh@+I>ynjk0aP8jGnZ^K`2couq?ayM-R7Xm0YS_s9FkdmXlQ=;dnQ zA{1FH-M@T6;CjHonqZ~N(9ATlEaW0*M|5l7n(XxDB zUdN?11*F#%T6=Cb=kCkW+XrS0w#*9mO>pOR72~=46_l<=51Tz8%#YB^Gep&?2lUhz zX~l7;ub)rQl!b>i50M#m!J0jRm`MlobgnpDOLSRU0qcycnt8<+dh@|UxKE>}t(es4 z^n|%`kC2lL=GuJDSV78V_lbS(lgrJ`4J@edU#0R8VgV*IH9oi8Km6L!#4)0bt+K?0 z4mw!zJSK~U@6(woxle)8k}*alLh55NHv?N|2?@-0!`INGC{;?*u{lUY1})XI!~&${ zf_ZC(Uw{fO;6vy{3<2yHQ)j1PCaKD>9y#@fB9aaUW%ap1yp{mnePB+!} zAKb;GPu|7o*%6BB4ysp6k>u(xvRU?Ty$bqv^^Yfr>m&zB9|}o|f=-6jbO-yBIezxD zAI81=yONx=dz2?F&~9hAbg_rEjW()ugm##s+vEN0qo@|5Y!k$fEoJ+30Iv2&n#cBf zOir;_)UemX!NDVE^QM$>F{Pk3m9$|CCv-8V z_z2M9dMhlgC3N|h#giF`9ykcah9O@mJlKX}rR`&Z*EzKyK{coY_m1+001BWNkl%h870rZijjnUMOM$-iS4b-;CZmzKfB`woq4fY5^^Q>Pgo;kPLRHoDk z*4Gj-s%daZ|E1BOkAAO>9wX~oZEWAar}wB-9rXgnps^an?hT)H`k2u)l;47~*z$fD+dtGmMbI{lcVj!FOfDN? zHCz-HUH&-}|Doi?Jo|5@zTV>gt)m#&M46H`E*3R=w5a{QFP62fZeVF*)^}HKf_UQP6$c)-+{Eg- zua5g;1nw)P%A)irKs!7tQ(4I(+cux`7cME6F-s5e?)P6oe!Pno65PId7f(L(IR5kx zzJi^DmGZ7X`Kga$>v9j8`Zag#eKy2 zmvCkCG4#40KskCEdk1a&%YX5&@N2*JEM9x*+gR(z=#SgT7CAcH-wMNk`cOLHI!yo)n{Q9r`=eT+67Jlb*pTi5!e;o_P#KkqLV{~>lOx!@Z z8MAz)zMsZ|;cOGzYW!_&?(96o7hZlF_x7f^b?+XYeeOB@XaC86jM?EK;v&c4?zX5b zG=GeOp6O?N(QTYNXPYe#f!PGpqeC1W?qIc=tCCV7R~ILx={DgA>HK(sazX!ynI9M| zq+6aT8_LL}KN#31=Xv8U^fCHyXc^^+qF?M_i)21hKjh}%UEBGzld8$!Ce4aXV#t^q zBH<|=WzG4U({x+#`ci(GQui%-duA|qDv0w_pWTNJbJ`VH5sIU=T zx4T25MTa>OH{(mCEla&nc8aYVx6~R~TMvOJLy&Q_l3XEoM{eGiA`9FM&Zx9>iRVGd z>qp}vI@YF&qpR%i)Qgj5Uun80hjbaREv3&3vjw0v2Sp=s&r3QZ42N5~=O!ho0lszUIXcAU7asvZYVzkI~U_wYz`wzrA(B&!{SuvHnBP^RuHuo$# zB}0&lYiUJbSx@o{%^*1C3?236w4@i0b>NY@Hk%c~0O>AF??~=pOPVB>=K3%9*O0ow zk!89D^|Uo;fZtlPY>k~2j$%=`!I$NR=e~w)kLGDKpDdbt&d)^M9UHV2HSF4xI&xXo z~oR+xcesYxsgnkg_Z%-D#(qBgRmkM?j)dCCHc z`LjsVFH_{JKr~CETbedf(NMgvab#&A0^^LD&E%Bw@DQ85HBExjBFAhpH6tk+dJ=`7 zO))vxQ$rAncA6pXcSN5jU9?BNCw0Bbl{VjhxZYCd3Ox%7qxZ_mL?n^KeUCyl2Yjv) zbdm1v$Yl2W0cfs@PLiP8js#vJog*$&n_Lst;&iV#(X5xw@L-{}zD{axF3(r1-$>BEMc=5}4?zyK>h6O(G-iru>58SsRTw4!0pX*tcXH=x;^4^;}nB?1-cPHBCkM~k+KitQI zd4}cYLmX8T99G+M!7qvh=J_5DlMWt9V>jV4W>o2>iQE&i`P>tGY%SBvrc36Rl@gY= zqN#uB;JT$CwE|n$H2fQMBLM^apY{{VS{WFf8ta4SiLoVZ{m7%q*=J&gAgBWT6{slJPKHgPYGJ=qG*xRT^U27$Tu7)x0&B(#p8Ue4JZ&*XDpa*?(qQ%MlI zzn4ckBf#Y75b057a#%?i3Ou;`mf}DY)vDGknl!{F?qt|Sstt3;`D#Wabk@rp5Oy}p zr$?YbB9_leEWS+NBcA}S6a8H#cD6hea%TjQjX~D4PmtL_u8l_6SYH!6kHu1?p^P`R zVr5u^nRqe{<*bALK>uDW0kR-+rglwCa>%Pesm5ZC&9y!*pSy%>mo8#!qmMqBG1~t# zd99Jb7AkMv4WJ3IliiZ^@ZFs$s^J*JD!{|aUaS04B!3EcXf!IyR?o6cQ^6aQ%@TD7&Gtk zEhID!+MU^Pm45 zMuRb)dg_Pp{`Y+tAN=4?$R~l34gc(a`7X6hdcQ4m%ofJ{Qe){#TQ@1XFvP%_R+@yd;t@!gkR z#v5#r#M{>sVXc@~ED|o4UjwPS+U2nk{O|q}>e6z@;*Qmx?guv>qG1iJMy;Ar-k{ z1~*SK2&7GCbI4|r@k=s6D=-VHH{F+nt4&37JR#fDW$9L8QyuDc_sYR!G(W?HXITE7}S*Bo5> z`9KF-!G@Hya#5Ac)r6VM)FRX5?f7V=qOeR?k_biAl2d=a%+*v;7dl&HSmm~nw|Z?g zp2Jp82(?TbNxPy>J2B0q;_^u6E~j#D4rFj?#$E=bxXB=yC2Z~!oB9{7rB|U^m?JXZ zgU-pIFuv|cR!^2&?8)RHBV#3royTx-mFv{KUy1B8tZU#zt0dMZOH(3MSnx>{)eGdEe9 z4J}n@m0q;5ATsKCSBQVo9-=$!V@>ZTR*$iwLC$>X4!c&^#Vqavle>@xx}xb_XbCcu zH^h;ti$wyI2xdgY)}%ViHtY7x6Ah@3?fXws7| zEw|g;_bXI%tzIoekK{#Qgk~UfzZQyiA%?_)j^jy3Kex{UsAI8a$~z`VJ)5AK9GDzN zQ!u)=shrdPT&R2_DIeF|koQpPgmVq$~X3SB3fH0L$`@rbKnrB`0juQ;VHL zDl#3H+eU%xb=n5J5p2lKCnR=%gRo^WiRcBmdvAyHAvZcIT>EIv@*;!IFWjJq^tJN zFu~ie-A8ez!g`a5xivnkhu-e1@o+ zojR)wVqi_R+TAnn7p9$1zIX05;E@TA_HN>Mb6n`Jm9+t&nQ93PpdSWx*REAI8t_W{LF^HcY@Acc zfL0cJOn)E7jD;a)Wa88WJf01TKn?{!b6wXi^POH7-9b;aL9gt)-rv|#+?zYywq8$0 zeeSKorp2U}W_}zwRao)IVldgh3Y{}8J=0_=a1RhbM&?}!XNVdwEZJRS))^RGn1DoR zNl87*s>s3`jSzJESkP!OHxp>3F%5=jk)98WnhczIW7pXHlsIM2vJSFrV3YXFJY9IU zBCOrrp@E2EZbMHcP%~>2aB2EW12)LuSVZO#rEK-cQm0ZXtR)XKli*g;a!S9wH!`4< zt`lm+q_dKVBaZkt`RNv$S!&q8&&l}g3uiB2(C;@iY;=aEo z&&w6gZj7)o>g%5Ibyzc(wehr5+@&24S`APkMo1Vmb*tD5k?HN*GAgW`#bz><+T2ZE z0fk8d*4ow-S5i$`>KfMx&rV5MSx;9BF|>nDAZ9ktksBONH;L*X>Cf!n%&M z_cAuNRV(abYkf^j0M-s4e(o_mI_hG5&_#(YeHXP#^_tJ z&&wrRp`9f~WwOvXutuGI1cS%POdwDrLN(d9k+Gnve5o^-?BL>*H7o!5sN2G5?Tj&c z+{~I&W{Chxiv<=-HZ-5JQjFPH!%nNMGxPg!!)loll9{9gh^5v$(}t+I*S^C3-5dTB zW8PZsR!5!Nx|CQpay>Qms4PYvf97fYziho(kYwk1C3fzfd+k+Sy>9>r5Gz3tAgP7a z0!kV!BWWfS;Uz4OA120r_nV*P2}d~W2m95I@Jz^-6!L^aU>-;*B*uy(--_djj?Jex>+(SYWE8hGpyrU+HsDZY3jJ5K01mhpU%U{7{ z`rGi@m-SH3Ew%B{(E#rqPO;T%W2@aUItbC5szQG-$Gv+GuzBUIHYg9P?W->$AN^k# z3=1@ypTZAreg^x^FT!h_!E790l84ej{dfQEpWxO92Uy-%!@vG-{yAn@h?l>EWR^0|rue(R{eSTA(Jf6Yc&>c-;k)?Y{hwOYRI7vYm#*M{_>+H&y+;qx zXjORl@IJov&A-MwZ@(>smK5uUJNNKE{!jlsqAue|yj_}~8TuVR0H58LZ&_}pin!RMZP3R@eih=Mi>KgMWxgvkRq;;IsU z(59BEyMn?i7L#DOSSCh1F{+7ZEgM3a7SfrQPV&yfK>lx>mQ%x@gox9oMf52F$aAJz z6>?5w=egyQdj<^13^1t>m0cm-1T}c^i>AXOFi$a_9B4wyXc#$72WC{mLsb-EmmJ{9 zn}BrG1TFq_POfH0qDK}r^TKme5?->rjOLYT(_wLlY?eh$Q$8+)s%I|i-gg=DqJjs` zfjluMK9`wZF1Srdbu&TJMRe6BV1s@ian`;`;SYF2R z*)0U^0C_-$zn&Q>Rpx9=IY2|wcTS~8n9YY4sVM!m?=rHiu`apRXwE{~AS3@AW2JQT z>{JJEuFq)HZevUEvv^Ls?G+)iGE`F{7?CvBYL2ko)`U!r1?hd$k=RCz)8Xf1lgr6{ zi;^aJDn$D8V)1awm=|)kXXD@Ov_*~8M4u&HVbMU8phycJEn(E}V>Iq#JRa&o3_Q4; zVgswn+%B##GP)<5`f>kQ=3UhH`O>K;Ha!q%6^PPFH{YO_NV7%?n{@XwNV2F*BL1Af zn zD|@n+f1c~FbIKnXeKTyLM=zeG9@@PnY3OP0G@p(%J*V3L|&w_U5Thd_&}}U*uTob#QiTT_6c_+L_|O z=~(7d9NI;^Tp^&uFXP1O7;QR+v*DrhKcBm!`9{r#5)~wg5y0l|XG+JI`A&vcuZQl^ ziW(`;8I2WAW~CGmm$lA4&05C~n`Zi?LfAlK0i(VZ&fMShz?hEvVpmX-K&mqL3x6sp zwsE7wlv>MUk5+L|Or7KS$*-m59PX(Ycj%mFv0Ve9>N>lL_cleKYZ_9c-?J0^TIVe z`|`7hIve=#-S_eKPw(Jhe~d4^{1PsmnWEQv0L(iWO-8tR_aR!bho(QnMze6HQ>H~F zyYb$^zV1#od0ex%U;jGp3@7m0O?01ZV=x_xu^A?oS~1!^LN+qPK*~gzxYKGUiUK6i z?$-%Il^G%O{!SW!yNg_GuUpTBi&XR;yT^q%iBs^pC_ z8&B2T5`1Oj6^3Rs%1LZ3Gw{V4aXuX~!HiTh5qPHuQLP0poG~RqJJlSppC?}dvRR4> zNgN^$XxyB_D`v>XG~XLx#=C?2UQYSko4h+Ci@RgZ7&lbAk=?_A6r0?PgAf<9%5_Sx zPIY3Gm$6qPK(&&LAQEfBUf0g?9-7Wq$|ltswB_dXFHo_v1S5TC^bL@S zqbFdd%BGq+FT9Xs96!gpB+yL^M+KfZe*v4I_Z!dRRLqVk2fKW~tl`A&ux{BV-YzPc zHGNqkDaY7e*}#3iC+?fg^Y9p}M+umVhMpD{g(nkD>hC@CitrjtUT7g)-oW<7$8he# zHMF{2WMzuM!4Agzj|6mj^Fjj%^SQD!H7g8wE0rFV>+i_`Q3Rld5ta6l4T(+qTsd03 z#pn{aH{TgDWGZ=yq*`T#lb8~OC>`mCeGXXzy7Tl*>v&H~bE-i(GZ;6fDP}^hS>w+)+8>UwH_P$ZrA@Tj0fskT!_%FwVoaKSwi3u-Pj%mI!b-pA3y2blDakPZ)jF3M2_@SYcOQU2uTRDCgxkIk) zA}NNsb6JjcIVnkiG+wXP9oBTTQ-u!CrpQOLnMfV#sliBeXoX5Ve*Tj>>Fe0|9*A;t=OlG84+3x{ZW|i3m=SF?nE7yVhuyiu5B`L#-O+1aa6z z*z6%`L=KHJJ+fslyCef=rb8nucy_3=SsL{Zv<4pT?_2ZZepcPodybM_E%g0$N#iE{ zi$1~%NV%k!Vn-|L<%x^ufax(F9o@GW92NAYG4h>>Ptslz1xyo8FVZD!T3AO*^qjWV z>6hfBT^dDK6hWfB`m?^vUu6N(gcqBuw~XhwCZ=WtSIP*n)P5lYMNRS|Nx)6X3!8ZJ zV&g?U-M^3Om}it3R!S^T8O57YmcXH~Y`}8KeOfl9ff)t{Vo+qF@cOwGZz>?!jJPPt zCS9adB&C?86N^M8HGLsxut}0)D0O+5bcGje|Iq_8Cv=8FoI;kc+}w6zsT{EbO!Aq5 zL@X9qNVaG^8Jp9--2C~BxNl1{(jjfFD2(MYpJiI-lwMIwM;C1B5+%WsH-{O?n1Pb9 zTu4t%TFYoKAKPg@J(m%0n#VvCKY1V2$Z}OVMUFjZ#XQo5xY zh;320rrk`k;P!Qzj|Gy@bV=*aIe*K%$ai!@H5)l5Xy6%BUPE*Hnk%4l z(fla=8ax^-SU#3yQkk(Ob)jr581YotdCMY{XFUsN%8%ZD|Azc%a&dXV|NhUo`WHUF@i#xf_LHw*Fv{_nFZ>}sel)}vpY36mHxQ2>;PI^|aOwOU z5B7eHvYaR`)mY%}J9R??p$t`Z0uC&M{>2H!vo^M>?;`?S&Xkog#J}|NS4SBcLSZ#KLF_-zW4qG93F;v^0DXf;NBr_ z-Q1Tq(1qpI@iAU} z?jm}`G!q1B zkW+cR6aq9OXYA}{cHYxQTi!8AEYMK$Jh2A~vHBv>oPE`4CRZt(A#rBnz-qEtX$(o#vt;&43K+V0MDu4-Ha+jlq+!!Y|HQ|_cWEF>Gv)mk2guzy>bXHl z;GRM087M5EusC09ghQv}w`Xgf1~T7eOx-+%N9Lf5?JRW{ z1dE}GCfG75gd0l44)BYS=Mx+qO&znjHdOW8J~ zeDIpN*1N$Cs{=aZtA%u|G~R1s12B1vwMiK0K2(Hpn&D{B*Ivn{Gp#Rymr;UdvnAGM z;!F%PO^mH}%3Z3Nq9mOk5RLD&etqA)UrzX&y0>SPwboJtmmH-5S<*1DwJ5N*vVvZ> zg$Fx37-(;dkWR<)3*eA(G);}+N@lB??9#FHY}h5HOcqDzoT2-^Z=@-obaj@&93S^9(LM{wZvnyNKS}I@(LiiW8M*k!Qn2nShf$tMm;I z?|%0+-2eVR$aq*$^Umy6;CN-su+)9Os%p57crU~TH1df~=f2VeM5}kwNiq|%+TY)g z7Il7JIWHi-HUZV#j5))&)Sbi{2z82#Qe$Gf(_NgcL}b1JOMybBLe=K1^~n0eseV9m z7|%=(tzXd4&Ngj7gIw3^qMNXZ#jcR_-P#`JK2!$)`I*uTu_Q)ETuyh?zA#n=Fy z^dAvVH?cR15%ty)^UakL9QHG;wwss@4{+o)f?tXX< zQTIiZRe~0$#_5>h&B|xJaOo;O{mk=fz&On!b%t?9LD0m(;S_6IHqC6%5waCy<@y@V zJpO{vot^hz$IZX}0OQ%=;$qxfU&nv-#XrECZ~p{u{^Uovd;4R3xs0E>bNjXq*sU|$ zI6U0PjgQ{Nzu(_QuiL||ySFi!jCII$x^0Kn`*y*!5`6T*NBFmY@+U%nW&W0XXg0dq zfGtk6JRcu_d`Cs>um0+*xP9wm{OGMWvA4gA{lh)H^^>>o7k}|*c<$3reg!HBXHC66Fmc8k`)oOKF-THkhI5qM#_4 zxpbzQyvlukQ9kG*m}RBWjY%o5d`-_-__B#8s=5B&KC53RmD+_y(4x`O`z4aggSQ=Y zq#c%~jE#O}Ad7O?8DXiIH!Irc0!yk7Cs&k7)S0kHg9-Nb$H;ggpSob`{N}nyx4*9= z{ji|?)PIjUg3GrUIm$22ZEoTE{PJe;xFb|@&N8Z&CECo>#VuREWaUbERo*zUkf+Ngq=o^e>(WY=@%Yb*?j za7WEV6Gu)p6r<;)6LJ@hL$Ml^c2P&;6o&lsxt7i`mJ~=%dc=UhDJ`xm0BUD^%^rz7 zv$^Mm!;*n?T28b)EU3Kv8Kc3GfR0KHzx{g_X_bsA3+>^|MSteGF(eEzGUg50M7f&K zu9+FiS>71uo+}ttRAjkxulH>~!knq$)*UZXKQhgtHH@KD8q`p#sF)cg4vKTi1oqJ^ zmC>B$By{@Hxz`#lc{+jq|xd1}>e;?nuqu9~r%92cUgPDE5(uB@N(%RBHp_oo(jz$`HqtO*Tzlzuhvyz$5jaMQm=7=VDkmDW> z_73s(yBS{o#s3oBl?KN9H!vOS%V@MhhS$IS9b7$k29w?USXw=cJCA@4rf65kc;eCq zJZitQF=jgtwKfCiO|!Aq#me@1XTX@DwR8>_&OC|Zc!0~@Rb1b`fWxN-n2je&3Zj8= zCh6U5p;x!6epk}i@GuGy^h-m2x?T^~i!!k~|LkMGhdJeOESd93K-^gq*N(V2mWFp!ya$26xtWI{#DnSSWCCx^RRwG<6kl1AN44~&s?#y;| z$D%|!9~i~EGC-$AAm-G5;j}r;Ea}FYFBdx}wpu0`5bA`Kq@miBbz51x)}Kn>IL*9Z z$r&h_tFZGKmR3}_I6ldkTFnzA1H*s!u*7i&&f zeWkUv+-+cUWeGQ<7~g;YBaDW}IP4!A9lfYN;k!|}TGZEFRhwL=u0~~_)Yp56gWGsv z1bp$Ae_cZuesAU@7GV4Q75v73{;$wo-^QceeR%CI{LZrC^9Z2NQ#=2-rsKr7E3Psi zXZzY!-2KT91u&a8j7esly4d7qg?R&TFcq@~ZMO8?TXd_E{C@79W)n|iS}qGl6AKh# z?K>~v7iP5RN2QCcwlmw3cT8ecR^^G0PU#Xh$f_lf6*L$A74m(k473WJM_+9|D_Ile zKTg`_IaBFyUR0v27Ez2O)wvYm_>|BV=*0IFL)9~+`_CVG4uo6 zo6fM8?*ipi4O~sTdAQq$m*v>#G|&tK>_57LDL;IcV|-j-W9tkW%~b@=b$~yc8+ABD zW2Gm`V|Qg4-FA%lm6vcl=p*(+M@R?;*8x+6+kSN znVtH}U-&$pc>F4U@ckd)$3J-sgV8ZM%`F*z?C9xe(_LmFI(EbHr(s?i1-$J-q+kheDQLef8I{vA%}aUw;j|J3BhC4v&xV zx8M0T{_Y>XrRH+`%vn6~_;oDzI&!_dRNX?u9c}e&+E=m6&uz33qSu^o5fRPg;%Qd` z9OWcXJV+a#e)3s7{mk?D^ZW4>z2uw1CYGoBz(5BsjNqDdYS|d91bby~;1={JD zqf<8BaXGnFHfiR}pi)hOOj})O@<11H(sbeUZ$b-W(*lNKQv|xq6me7Lr_`8r)Kq|G zYe`dJL#jzP9f|%es+|{Dkxgp9XN?~Jr0BLmpy$Ou8#@yj9{3OYw{bY033Nk;YcL-?E8*oPI)mKdcO_D6jT<~c^WC(S>Nt)_!9sx&uNLT>bXNda86BMZ5f!(MPGqLTeMrL`#okaM+HeJ8iG`kfVLawCs1>(F8I~y81&V2^ zXU67qP8nHQI@4B9sTGPyD&)K=njBdmHaRNcH+-8Sh#_KNk61HdUEl`t0+?667(KJe z$XGIk!95AjdusAZ{=K8uyIf(vPAe!K&6sPzY1(-)hl(J~M9I|}SLU{TV#Ol{g#XmLi zC$^f)kvP+o(IP)tKohvt#L8XuwG4=Bu#V_5nZ;CRi`w@%*6R$%BTal3KWz~uSDzav zJ|ShT+x07#pkn%B(rooTE?&ga1#aEFi|dnJ6$TO`vcv|a@;_ckz}^1E)T&}_zCoV$Du4{mobpPf7}g1D_N84rh; zO$IoB@gkZRFW_k2MmpZW@zJNScJ9;orGNGd_~vW>h#$YU!y8Mw+p6~PSePl+MvK)c zR-$*R!LN*d?Q)^TDhcXXD-Y9Qfm=8BalQDYkJ0q-Hg?|qD?Q@b;qAr!BA|h+ribq! z-!Cxpr#R|YxUv?Yy!F?}_M1q$3AV^Cnn&o&=U7^Ap}+GUy!$tB?$UL9@a=!Z)>;#@ z!M>PyVvgifgrwR#kM2s7v=lM+P^G48_3~pJy|b(HgprzSL5|gCjw&fpE&H1EqvW06 zu{B?r--_p=2>o$(0`{RqBaE@N+(VlC&OFhRl*!!6V>R}X7=|tePtwB*CAH2`jFjxf z*%)P-3kK3%Qd(T3zAJZkk!q~(pJY<{knmA(B2RFN^#C3I%iNtwz6^zfxa}sgE{V%? z5oXd~Wzy0U$dlo5<&qo7)^rA@rDNnoqVJc^{MbAMWHRX25x>677N;4RlD+@{yX)#S z5+`->Emlso31eXeP|i(iTT!Q9VLBa|Ykp`oDw|Z+aWrft2p-3!_B4SR-Vb~~Jg-<= zDc#6Etr-dO^W>FlE*&tgXHZ&Q%=Z-<8-So&EDd}txrRJk#9FHsQE;AyS(#%TRt^L- zP)ICOXMU-e+Qsn6rlcmHsTOHjh4WHkj}lVq5t-4S0O!K31D8y4V)5pp>gX#WH~QQX ztIC?eX>q-Z+vM+Ot>hUfEQxCsN@~LOC$>lcw3b>jk zib=;Z8E@x~acEJimU6&}yLuZnmX_EQh(*vulQI+E)AKEB!)`Z)*WfU4Ca8<%-Ao{5 zV(t4le`Z6kb2QDdzI7EV7ehRH^ZQTUo@7f?B+Xd*UbyR$k|fa%t%SkjpRx@0gAZ7!6Y5l9}VWHk52>O?aB3aO>?V;?;vqB2m! z^YM+_Nc}F>*I&i{$|dy9J%hquLJ$?`iG@7Fox8hu|D&5orxmu(oxxz*N3eVzPi!#C zVIN0FV|2GJAv%9W?uO>oIK*&r6%UGi>`sT6V1{`jax;qAfpjH>ayA1rm`7U1czASx z4oY;m!BJtU*+4;e;MDXyI?U1usxa1~IJ>!pb|;a(aWpS5I_~3O_aW00jee9wLa(Ni zhJH^J+T?>yuxbWayiw~pdf@2jC%>BAB|Q1^=P{ccB56jFA$Czw$4kJWp8FqLQLI7Sh<)uHZz>4b3?>_<>U~Y zT8%{u*3^{7C$0d>ON-7kJa&#UG_;-C`AQmWoBoHKJm=0NsW8fX9Gh;=rh~R|iabI# zH`;XKw~$0l%=2B=w2Q*HQvN9;QCet57DEQ-JYP>%3r8(xW9Au|+;Tw){OH1(J1&6~ zJ(w3h9_45T4#Z*JgwQnRUW|a5vw=}1OKKfS z;daKFEG{h5evZL#fV`O6MM`tVDVvlT(u~>56Qq+V%CykspOqfQd4c13rkvRce?BL( z+*_QKkh)DKi(}j<7A-m{GBVQ2x?QZTu3&Y!tNolP&#}~dV=Byj90W8fL zi&n2tb7|B}#(Nrt(*QSDXqGl*;F>WOLT+@?+?>#PSu$cM zrYJ(AY8SBFUKSRVB+TeFFr6X51d&Xa?B`PTnp2}4HPyT-)178RUPFxvy*ZE$#RjTP zntZ3(sXZ}@!Wld{%A(3p7wbn&K8q|}q?&|SVoKMK5zvDsiCmVt@1pqNm=vYSBC1Nj z1J^Q5M;omMy4{AYB}a=dOUs@ntA*tb*Dxb3GiNS&BF#Cqe=D2R@qH4kl1qPOXQ>+J z#ImvL;)#E;m?Z#XdEb%FPn+l%y>`L^$#c=5wL1Ou0bbMn>u5&@aOin^g)7*sC^X3u z;4S!1(CnBr;a1XBtS%?uX<@&M5)^YOkIg)f>@+5Q@b4!x+YdZ9S-9cyS$GKt&x;GNsJ zbTwBqQU98c9%43nXsH<7Gn`WUh1fe}o28@sV0AFm3q|Pp2f%C}-ps>z&m?Ia{&IRh z+O=JAr3>KjM>=m0hb}2a@5@oWU6%J^!Q~SH0+wXLqw5HR(Y=!u=wwut+X(gK@`T#% zq!H5LR?ckKWH*)q5u(%Xq0!qwqutehkrqEPS%tg|Qe%(Q$rUw_Qk&)VmYQNC#m*#* zcXjS4+G1(>o&(-IwA&rDS}i*da%Q<7>zz!P|4#oB=7=|1C`w=H5MpC0#~af5())(z zgyIx6>8}Np25j)$(R98tFqCV#Hmg&eANoi+=#sJ7RAAe3&tmZAg&B#4O^b15lh0vA z?7VdZ$dEnbKzkNal}KBjVjw4Zj-%0BGB>fTb`H^MQQo+O(RiTms@q%Au!!rCwIZ2l z9C|gIZDVM_O!Ro3g<;`n_7zeY%$nw$_mAf$p=9ocP6Er%z&kD%*qo{sF%7f3w;W|Z zkXMTVyYtK#PKCQ?t;MtkIdoF1Kx}6CQp$so|@L|r+#JkZoqKkyB z#l%0bp_cYzVN>(mKpPG}{91PDKxKiJnz-}6Nlgmro9s5wU@pgGI?{QiEO&zP`W`&3 zC7O&TQQ%k?=J#W1LV=lM7bixk^y!gIlPo{^_B7-hKyV`o%@v<#u%^s`P3R+Mz^K@D znOamvH4hCmid+%`*WcF0ihK~Bc=~C4`l%Q2`uATq=X}p|=lH2)l7+0yT{1Oc%r&q4 zy4g7M{_QNS%8MmoHqy)vK3Ov%`7M6!lA1CZJ#qK++DGg&qOf zW{5HjB;hpUOwZNmK^?H|l7I|^%baXg42_^Zy!@X@-?0P{-KnLq@wlGFiuA3%mZ7f~ zEEtHAstN#g_pgAY!pVN?b!Gl@0<)aqpO{=#;IN8NjJDdSv>sr2F0QkNv_n3qcB_el z;Rv0`$Cz}#vW?m1Z(zK60ST$T)E{|1x@}KJ57(b~9Q%9gLJRo@_KxSs4`=w)OA-2g z8XzxYz!S2DK9->U7;A;xwdG?^?CYo~Z6zFXC&>-yzIgSR$_5j_aQ#tm&yU00zmZ@Ar z&G~3N#)lu=5Kut#8%{Ir&NH`HGgh)@oeM#zkh>Wv5A;jd#JUA+8SBLqb4S; zE?P^gi@1}zskaPUqx?vZ#)VF*YUzq`m&05+?b?E(R8O)C(^1<6otxR6G`8mEO?{>) z!lYzXW@=cY%UGalxod(=Gh-KhVTUqbuM9q+-O@BaGNUt|p&6t1{8~TnJOfBSqh~;) ztx16w+k~I%VBs9>D1AZwo$$4D)AqBuVVqz+>NY&>|F$1OTv>Zr|uGXS>f zZz$be4@nRri7ont4%>2~t?W`Nor#hPbE5X+6r4ZK{1G|d3L(k_&c(?-wI9aw~~t+cVR zzKnBcHgRTa6HC1w5?2t&4T$(b;iYTQZv*ShpQ+@VYTV)AIQdn#Kp>SU5DZ_#m(lHam)W^`&JqPZJhYGotr}Cpxh)QL068rbs_WE9Bd!-j8Pp ze}7TBB6~iTcYySulnulLlS{-!sCx=wYzCmdP0;ef8u;3cTZ|dsKptrXNwegcqJqty zIj6vyrj+&?@*3b|Kz=J$aQ#!B{_xDZ0L`Y()+n&XnBcM>CNjW_XK=5M ze6&Bo_j2*_Rdm+QEEqfd3hCdV7}Pw+Y&b>1#0XNiXJh558!tcN2+lk>8i{E&DH)25 z!dS~za%Y}}!eaF(mviO3-8sAuBgZCVq3b2Kp2DUz{d%v?E!{uqhKt3dJ#gzXM;LeE zHMfyPYlVc zyM6L|0@K0&lYE!Tt7u>y7?RGCvH2XBTsTcV0m!hK z=zFn7(9;w6uUn!nmz#)PIB`~XSHG_3HX!gQ#Wm_&~Qg+xP;fP0B| z0IAt7;>>eRsu_}%dbX+=IbaC_*T#4{FDaW+J=$uZMTXL#k2D|Xe2wI~Z?VM*Y399U zok!+FU~zW3A6zPeK#aoE{_wmL(`NzSwV|09m~b*k^WpTRBQTnE*9-B+m!3ti@Kd#2nVh943%~$zcH;>%p(}{JuRC(epz~Z6dHhvq?4o zHK0!ZQ^NJeDRd}v+}GcDO{rulYl@Sp)S@1(y!!jAfjqlsYNeZgZc)iwYe@u;{CX+|TXBT7HD59)A-46HufSVoyjGi}I!A7W^tjx1C_AXSy(7Xj~-}w4~dn z7opu+MZ39z&D9j;MaE6c@YY*zDO;XRIg~d@MD$P@%{g6_Lk~03V3R~e;ND~?L%N;4 zJsp~vTZDHXws7XsRV|Kj$H!{Bi;Ejw#Y=F3a&y7yC`DJ~d&?T|@+D`j7-%z(cXB*9 zYJ#BB;$q@-Ih|{xlda97sU)Az_wd-YE4Xm}BF=1`!{zIr#>e;X;QbFj&}M2j8gfL} z5ly;Hm18hZ@&0>bH2`d0h=eXLE#p|4T|<^=BGaK}P6c2ldf3LshBol^#~#Q1d-vfH zl^5+YcSx{_61@84E?q%OZ-vUV#f-UQLqeL?Xzb{ImRsbgAtAcmW&GxE{|-L;*_Y7c zX6trzfF1AL#$<4S`KXWS$PRn1kJXhm%<>9RvyIVc>UM1A4nI3&^RhVQR_yF~9KD{J zDgq@uba>tqm1mx*=T*);3Z~nXi)?0eTSor!k0*G%|^5@%)YQtG4KX^V>6ZnjiB1};loQf_L8XCv&4ZeTp}-2S!ZCTez2 z_z}i*g{7HFVNHyg%LHoNSit&j%YJ7@{72*xq^H;QsKa6KAlf&AG*R{jgCW^se4SK4q|ll za{@t$wf;5Lr)jbQVbM+vA%T(c5Yxkb73byxUSTqw;OO`OJ9}g?j4`0xh3>r0^;`(7 zZ(vC-r}G1AR%m2WxW+Tf5$6RG3u;w?Frl=Bmve0X2&C0BhHbso#cCLdJ>*H7AEEF) zOw&|N(}jx{arN>QbXy5ZIlpI`hSCMv*dv)m^qIUDTbn(stT%D(^15PTc%8_H$@83% zWQOT@to&SR*frf^;~%)Bi7-+T!#_j7iSGO?GD9~68;|MdaD)dt_a*O`3EZHAF)*Iz z=uf5w95{qr&eJY8myJJh3i=<&-I($nHFx>qg5qUHHpJ%UIxb&0hpU$^VSVEay1lOA zYZzh1rz(p2bb|4y?-)Rq$t;FuVew|>7M$3BC$?4;Tj_2bb7(d_GT8vb{-FVloLU5C zY{#k0Y%o&clC*kqJ0>VC_K_p&dYa4xGLS++3OWWhj?lJ3?za~XjM+v8kcEFdMRh~ho`B@j_Yjf1?X5< zT8g8A%7m^e7fl^~XSUC6n`U2=znR_#Q*@@oA#yTCSojy_&`nBb*j`a*$+g8XKo(T; z>S)j^gv=sFtIkG}CFzb+vg;uza!)~z8SU`LQY3B_0_KjD)gY|JvYgDHl`kMOIn zzJ#Cr@TX`5G=j?naPAN0Xm6gu>h?Ci_-nt8Z~W!Ib0qjh$6Y(foNBh+#0(Wqn~L%K z=iSEV#ECMcV%`F*2{1`xjHVTuy?PQBxRq5KrdpB?i)PO?>V|2%!oRLIyn6ax)-}6( zhm|ogT!Zc}-goIfkpT%cR&K9tPT2-NxR$@dDc*>i`=4SyoWA9%Q@_)iiTXP+xdZ{N zsJo2D%Bm>oX=)Sv%Eghwu{`+qN=fmZH$df`@_>-tFM`O^{uRI$H)UG5wzeh^Xm5Yd zX~rSujsQ$X_DQznNm5uk#uoqGd^X1EaQ2^XG`hTWHNK6Vhv|@8>;EC`oe)VW$E*E}kos*%-5YF7_7Bq@=r|h8Ql7-DljaPfh+@`;P3Xj?9;RV-gnThs0^BsL5*3 zT!T%MK2q81X(s;@82d5I?H=YC)ogbaX===~%z!7y-k8$+K|n0&+6kHjM=Q((&T@N}kp=>}Z+<@t$kl*tdFI6W?j-TdT+`_4IRhJOb6*8NIvHlDnxzOh;LKD*d5!@l z@Qj}^^wEf*hW~gtar?2}$tRLi)J(3>nb9r)J^Ocz15a4nd$E9=;n9I=^0m!1GaICI zjOK&Olvm}LO>9po*(-|C?zA-6*x%d1+dp_4H{W>|pSyk)*I#%RtB+sSUR*zO7UQD< z=mJwYO?>VWD{LQClGSiMGU2CwUMAC#TzA$nab}Q2ToL3**TXsb09!Ot5}-8%ddC zb>ob*I(ce8EOSWOlvLT!Xo1ScChAV}C@)1=Mrx$|yu!3UGGs!N3qv=8dg4Gd#YN@t z-zAadQL+GT`T;)k^a~gb2e|Rk4cxwW*FJceVcJh+RzZsA!NIQbrh(@4j1USm32<9QS&u^mBi17Z$xA4*KfvBfJ-5_~p*AqHDwscxqDx|7g9(+PW zt^J-C7<1Z|wlN({FrHY(sxs#*Uz>lq+r#$x%eem7V@Rhd9z5DbS^A4ZMzRq`Cr)Pa z08nI=8#Nz~2GWDb4O)gDri+peKQHmjb1&k{U;cHRJ9iEj&!5*~_}=%vi$DAG{{#2$ z-_j;HiBob0J!CPI=3Fg`oM(niOU(|Rd-gdD^R^C{xEW$;wTI314V*iB9%nYsV7c28 zNRUlNIJ)-{W|L#l4;kyjwZX%J#inEon!q$vz^tsT;po7#Z?-ms(k<^OLQd;#Xu46v zNhuSh*%h4g@f7p%Y@xH!VI7-M4jrgPy$S=T=PR{&RanSHJ72_Z7@ap?O!1Yo?KYSs zq@G<)wmw7C<2z%z#5FQvM0j?P&lGE98Jn6U78SBtA9G41PU%`zLXmbF#g^q7H!z>2 z2CO(Uvih^uXrEmCYlmA-eH+Q*&>^ek;iFv~islbjkeKfJgkE-1{MDu)^+c%t-_BCT zna+ghwmW#?Q&&+;jx}lIJ|~@uQ8LB^30xBs*#YAR&QUbbw9`}Jlj?3q_vAwa57GpK3SLM{7wCOofev9c$`(r#fq&_n<%DFoOQch<45VvmL#2fx= z2$&OHR9b5RQDPc{%1|e;4C}QX!bWUTkvLIfvA(`0kW}A!UMyrgxyzH~k2*R$k~HVh z{=T9zkNP7_7`Nv1;JF;_Q_Fp)o-!jKMlBwtDsZ$#U&SV$Gb!}Gqa)h1GPH>*^?*K1 zEA0+?BJUTrx3IdhqzEFS@O=MFz-TpW`oe7LR!|}x>?(g6PHSmJN@dxz+*hQDlU^vs zRkCpYtsLF7lIfmBB~|V<>hGX(^!oX1tfeYuL!*JLh?F&5#BKCPDUR;t7>tIPk4t@i ztzuG4%erVXS{t>r1f}GDGam0aKhPx~2 zf__ebhLgW`tF3dB-V93d2m=iF@1TGD@#z`q;uis=Bw>@^I$=#Yb23fLL?^Xapc$Lv z*<2=>bBWHW&rLP46H&CRSx<$#n?s$KSysA?@x*Crv5-fUflJ-^1f9Ha?%kAIG|g>U z^wS8PR$IBqV)u}~JWG*I=aMz3kZrXDrX))CNCXfomW}!81gOW9dkm2BugpLT&uMej zMsnSDHYCLh*mT4;{m{g<7AuqPoZ}>7OMQ81fPl_-QGK!vwyFQbfZJxr zXv)4z;Rs{AcF)7V{=?7V@aFebYt(Epv%rF!_jBLXY>NiGSln-ZZ6@pPXe_+i7bTMm z94HrzzJ>h5nc(TZQ^Q^8zVxfm?Zvsg807uoovOq54C0Ar5!$ zSPkZwHK^GHTzG7JCGCO0K^6Txr{e@mD{BIkipnL;bB;YqVCCalitG-L z8-Q?_l+b)JZZGa^GlMl|nAlYsCRxn`Nh3p@WwU9D_120t!UWMLW0V6&X0aE-QgTz{7CbfR|Wg zy6P(r4-Swr`OGgRXXaqXR}{O+E4$r}?qKHK@7%j>DM^hE+N)dm+$-zYq8xRcsYf_E z?qhBHJO=N+hnBm`P}S02*B8pfvv5+;)C{W&W9Es)LWY{F!{t@t0lmP(su(4{SQi4o zKyaDfNljEitYL>I->D2?X7b)SB~yV*1#$PT+(^s1mMl?lkQA64nO;w2?u&)07;w+( z)}WNu$Ba(h+OCJgA<^+Dr}0{aR%b~%Bf1=CvqA-2vz?&9CM2X`D2!u9)(i-l#^8=262a({X@yGZJlOqtnLrOV6X%4)NAIALxK8Mfx9L zkWR7O>#BI+G?G(96my|kY(VB&1ut$Rs5%%Aj&SADWju579M)P9_V@Skqo2NuY0?s% zqv@F;k-#i|nRy`{{N~0g*4hm;17LW6&vMpJ{hE&l*uDQ_O`(e6BlJ2(Yt|IgWveZ< zOY{f3xUhW@|H<$FF8<%Y`zG$*zNz;pw^SKA@FH4ruJw^kdZ}l0d5pO;`QqYd!Nz!< zS6}^2eDQOibJ1oY+Wr)c)dn`d^fKhKu*yHnBn$AbX|{X?O|oQlw!fI1?YXs|G(u52qKenR#1pPP7APdNp6SyM7 z@OW&rf9FNuIqI8v0T|d2iJldxfD`pAHZ7?PH9Y6m%EQRT&jo?M$aGKH9M&FrmFHYx zJ(*~5dL@91`O$HS>>zTp)Osf4=^~_YSn47G0~Y~RIg`Om4%%?k&BEz4%Tq<1{XYJ6 z-0$P#yLYXvFD(Y{6BOL4cJp_I-NMoT6ve-)^-B6CMPdJ)ulx!wU%V(pR3zTI}sGdg>1D+P$^QN^9vmKH$XH81 z(!Qa&4E1P{qb+-0BAFCt9C01(0@K_nQ6VsQ<5b$u0%mgrHTsP>5LiK05#{a7PQSQ) z1{-TDXf+c3K2B<+C#wNkuRu`Dpf)g1vHxICBrX{I}8X|bAu`f|&vB^VR7+bBYdmLknNs4~P}h@?tTjB=b`50C^?6;gEU=7fd& zv2;<8^}fh*E38y3&L;?)ElpI)Dm15Qm%b1Z8fpt;XL)5OcS3BKG=Pz8GDK`}Xb^=>}^{4-*qJRj#YRX=uE>5dZA@93= zU_>F$ygx#xHLP6JRGFdCScZAZ#bQYDyBdwB`gy&TCG88!O9nn;`;Mi#rKv6fk6ATC zJM^)-wxM&sf3Sn&y~s|IonQn(nWL zxpJ(j(*3h?A#hL{mfYh5C8$(*~P-`*rBiz|5aN)CmfGaQkzJ?RJ8_AR^=6L7t z{}lTlen(AAMu4}mg6^f4(K!1&K75qo#*JM>m5-H`Wo({1i@m)^xO(|Kw$E&!-D()y zPM#q)_$gd8SfG8u>*5IgpMD*OKmJQp#RP$yrzdBwV(Ic15hQFT+vxPxu)4Ztbk)Gq zu!Id>9qSu9)|@;wp(Bi%n zv#Yc<9>^g-N4wqD*-F5Zdt&F|ecXI-Pe!SflS+me7+u)nG_8ndbSkA}jlk+SN(?+Q zUkErwCjI2u!!w)TKL-kC8{)b1!yML8nkD={#-T{k((kVn12>bg zZhkno?}g08RvW!m%QauVQXAwWMGzs5u+(av$Q!ECrS3qDv89wS6{JGk=A9a;`6a_8 zb$WZP+vQcuEO)j;fpgg}G~g*5?buR4bdOZ#4a0sR&yD@5lnNytWiFPrQX|gZ#8P%b z0R@We)4gbWt<_#ZoH%VdEbdO9L5$KFX5*11fUr@O49bR&8urlV$7%n0p2?5PcMX4N z@!+hQ_!&8zDm|#9<7FUINF0?ugJ@=~WIjqcghOni+ z2T6ei*v$ph*|UlS0$6RBOS;PUQI;XPWlK$Jme&A~$uJbDSOa2_4VolR&@jt9!)kIm z!LPiq)E+Y$&sCo@HA7Lyu}K>2vj#41GRJ5%5ZgL0EwRS03=rV=*X^!gWqlQQjw;+g z{Gl@w4;F@fbqbZ$AincYp?sl@%NH-98|3)l;~SXQ>rQgqN`6@FPS5J^Vp-34I5Hn1eK&4A2)0_9Q_t3XP3l68R`oYa(b`)$F#-I4FbSRgRDQ zMgdkama8C=KB6-1ru4sRdIJpleO$YG0gpdMKLHxiMOg2>fVSu3ryqQP{&1{?l#a$m zpH>V{Q^TKhUZEJzFwZ8|G&W*vo?piK%~ia3`4Xa_LZ8(6a*k&nyC_O6b+k-Z6cv)S zn5LG_Jf|3n1@ z472T~6HL|gLC;ZT+3254ife6%(c@f6PwG)4Lfrp0KK#bF7Stm*9#%v8OnZXIf90Z^ z{?-$~6L(^MUz~s$p2nRSA|LMH{_FovI^e=H(Y)`U(r|vlD9%jp><|nwIy|9ys=)C4 zh2fW?M;vY^C5=}&eM-iJXhoILFpmz)p6AHvwdC}EUo4W84>Ob9uK-!mSstRd>0tc>C7D%s6nHHwSRS{U$ZlVR|avA2tz2#g$EBJFW z2jf$V0`p!dVJ_2f%nZAr7DOL?W-=mZoTltd-^lwT!gMTk1w`rG zvI{&UV}%z*RT#QkH~qCS%Hp4$%t025tFptncI@Ta{LFJt;puDVG2g$B1{FN1iohI_o)0&)@6%MB}JnA1||L6$)Aw4(dn37e(2}AC5R#hnEwB6}qgT#7&VduQhOC^$OC`!z8WHALWWA;yUZ^ zA7a`c$UC5L5ic?~Dt*PXlrf9v1XQ%V`SxwR@#CA)Z-$}K#<{-5Vv$bOceKe+>i}ge zcY5jNDmzCfvqFYeb+nrk#8jdWVnAzH8fG8)6royPq z#pp0Ou!6-9GO`ZN=&*`0LlYH!3K&o4Rif(oa(mCvXH4y|gO#n0g4YNZ>pXE<{496i zBPZLu7s8Wi7x&$KGC|yq^}UO_>!K>#k%#kZ6_(aAfe(H;(>=mwgT}MjG}Dw(YX#O| zQmf85xr!2`GLV^F1dO%|es1K?w)FO+0{in@JN01NR^7YTLfxw4TDk`Qsx zc1E+V7Gi@>zZ2&NRI>_dz$BYw*w04HGzo6xYF8+-S9A3@S*#J|fZ*V&A*c&FRFs~u97n%M-@KWC)>zJgW z#+1wo0WyBFh+b23z&o*o(nd13uajn?XN4qG#Acn`LwA45F(;!T#uGBurrP^_y-v5M z)T+i(L*=fduxdn&c@{<{QPMpa*t1HfxzqPo8uoDA)sl`vdh=XhAtgaTxg0t6a#filKL>Z!6wbTJyrHU;9j`TYDQWN= zc9fRLKv0+UC-+by&zwYSqd4x{0MM~CWx}d-om^3eopw`6E?!VGOG3#;c(zU^6HJDd zkih-k@GK!A@Z35GeVOg@^_d{W7~HyP;DEN>Zt6^)jA!!G6820pKmsm=c*00^6MxMV zXKc^J5?D$bzA+hSHpb!Ju4<8`l@%;^mvpXjTCFqRx5P1icPou`t;zD#^j>EuK?Z^) zk%x;HxA4XfYmXmCfj`w-n0%~MEH0TaFTC&~{_8*fS9s@Ze}(;zZsJjBV4Uxm78W%r zhhhz@d6u=h>tZ}mTD$Y$0gjK3vAnvbuAzhZ&*Q zSwfGKs?si6W^W&i3T@1kMMOTqoEs*$2rp{ju2!7wToD4Czu>Rloly1 z=9tX-0vJSpa%iR~EQM2=2qCmXBXDMO#pof*+1T7WtJ)qWN05#z*S8+Nd_red8#`b@ zisQA}iah*m^>*5p=A=nG_0JYIwSlOa#Vp0o|1x?T&&sF~{QP8S@j5nH4p8Tm6@~`p zLrbf420g_;@e}G_#uUkP!2R6IpHh+ATQV>}8%|xdC*!91q_2Ok15{bo(ZbnN1}cGl zUN&^OC{UsF!i96mPIO?Kj#MB(WmL|}8N6VQMIkR#IrinM%_gFzA{({JG;Gw+69Kk7 zcB9E!w2yBTJzjKtr)A;jKc(oR)}Yx%Bg*S+h|(oM)Zc@Ux#1A;%nrf8Y1e3qqFYud zr|EO0{o(* zziiu{VxdVUjx_icf_bV~B{Og0B>V$RSQL0xF!StKZuHP@M7R`HC^{V=?5QYb++);k zqq*Ke-0msQnJ60#ulFr8-@ z4>K_vrqc|=DP5Zh;Dsns55uuZJId0|+Q5MbT!migiuAIjwdeUJ57OfmZ9YU2aN_Sw z*J!*W4~g1jk!Mzp!sp$QA_{Ue*esVBB9E|RhW&#%uADm$FCQV7`Bfpd4+}+3M<~Z? zv=TKRDoSb8-{Zk+*=ZI3d{rueB!O!0c#^}Yn2E6c!2unHhM?s86&{a~0 z zsji9nQ1HC>U4*9RfFJJVjP(7gjws9ZUC1XR9O2H*cX99jAs!t}a6A}@_DY7(U9t+9 z4gJ^%E}2cg;?Tpj?JZ=@ZJDBNwSC+ct+#u=&EFORC3L1?V>&p!pUgq;7v2k?YGgTv>EIx14AEF@Z#3l3;oKn*3f-EqUnu43WE=Du4bBF7@zkeTNG8vsAS`Fw&p@aC@ zG|uNTho*+R5!>{auJ|T+Ip07zEo72K+;@J$*dqA~FS-PpR)p~sP9H41=R@VGe_NC?^wsS~q zS7*FhxU-P=NS;-g5%Df6Fa+$hQwF3G8O zesCUKfmjBmz*tVH`5D68024}pH1MIJA^~BUF6L;t>8$Q!f;2PpPC?OJc+KSQ`(ral zgTT_syAE4l%xAnq-ps75s_tfYHGAabrbL;NXcML(z$Rf?hGE#h z!N1547Gc0PECYVCDbjkNA#;%06e-T#U1QdebKc=hF-I6{?H%Xdu4=-7AM_$+Bazja z_nv!BM10@3_u6Z486oxlE?17cX`_5#m}-3vo(Q545aInf)QYH#+~`qzhJ$pA^$C*M ziGIeeD$yT$H>5V%0;NN&HRx}}>91n^Vq#LP{(TpQj zON*U@JQHFRWXoN*=j?;#me+0mx?WnCh}19{eI-;W}n!;bFa-`l-N zA^~-^OoOf7-|x1VjXmzY@klY}gEQ~BvQjrv4ovNeWceA(<&zJI-1O@T2O{d6y6EB0 zEXruuqp4ov_2CKHVx@d#ewdo>B`SuaM z``vG0R>X+AQHS$5Sk@<9y`Me#NYNRjR+ExL1aG1brA3OQj8@XQ1(aopWIW)z7YE#5F!Pkz&aoP` zfLk30eDT~hn}Hjn{LQ~^U2}h|Vg8(d?a@5v&fNA3P4={I zDmQu-b@<%a;PWNtBq0oU{{4%e4!0SoQ?nVH1GA-a(D$Lx0_8MC)I!nlEj7WWqEqIj z%N7P>Rz$HCKr-EMY7!}=W0V|e?vVon6D3u-v|ebd*%vL-XlF(%a~k)tSh6^>wzo`G zIk1a~(5U#6_l2TTjKQKNW|;2P?G@v-D$7RNvy_88N?$yZMfb$q2`#p392`jORx?Znmt{I zdlk|&;p}Bc-YG(F*T1ky4ADs<@anhy(AM;|cjs4vg^cGbkT2)*;1H-%*P6hxNu1E? zset9zq2_#McU6VY zUR~kE^$s`t3I`feGNnLlfK1OsrO88P?3ZzJn~qE;ni^orsKhb02A0nsBSi^--aA|4 z-suwaqL36LNJ?b%W4N=cCNJDuXSrzDTtn2!$L@G9nFjTDb%~gXBH4gwvAi`G?P@uG z3+Uqa&p7FttN0_>Hn@g%bS6xvXU!M`t^6E-vL11{tMTfp#*5b#USBtmY667}_LxSX zdmRJC!gY^2v|toN8a6T}s%EUwa4b+e8uPi?Po5A{8f=muQO*!)B51{!u|N2^^92if z%C%aY%z;JRVwnv>yweb4yKAt@3-sg0Rz$F3a&pseqB4(^>u-<38(kKmZDqio z@{6Mc7iV+4LpcylqntV${2r4nVKR*IHMo_CtUE|ITx?BUvGx8+8 zMmFa;`o+edx2I}HY$F%* z#S9M~=J>O}e1+YO`)|+~sxk-qzV+xb*EVY3iA};nIpFDfCcmCcjHL;TH7@~5Rv61! z=B!)wp|Mjjf4?!2UJk(<|9?l;-%FOV+I@a&Tx z;luYHB=Qz)9?;9zpFCM>(u-M^S-~I+(y#E87hYAJj8+yQ` zT$?4v`XFh__4XNX*y8@_8ZU1)4nR!n-<_U^0aKRW7^b*CuRq-9XY`}Lm&B#fc}W%r zi{^G{@bdMQyM6=Z;ehY|(f9GEfA+8Ot@YMS8tDlEqvEo_ex{oo9{0cEvS4V@y@8&OQ9n<*>FMKyt$ z5VBa85j+PLO)K`|=&Y;Ae;W{D?(&fX9WpMAY?|JWo(zz9q*3Q6k z5|S84JN8WJNse+RixC`-6WWCPWn5r=@rKr2&B)WXL{@HfR`C5C_6J0 zr+Q0gF9!u<M-Qr!Ly68D z(0L8@-d%F01~74Xh)2}&w|@CRN1#ZSJ3BHMtAKri$JPe*L-wBS{7nQnR4<>QsiwF| zYyMZKC-Rq2>PTk^M!f%&UX|?uB$M`x>rM-hd>=aiF4kOcYzNkak*|LZ4V-pQV2SJ$ z$^wSU^!Q?>^_})GF~@>w?xj2TGy)l*dNbM8#`e1*OIy|-g`N*dVOgJXx;<3ro7Vkt zQq>(i+Z2Dv_Y(}5mvwM&%t*4jxlf&(EU{Y5u_p`88|Nujc=96CnKs6HUfB21tZ#O< z#{7JZ>l?*}YT)<~8Mr1eVd1J;p)Gl=A6Bm-bee__29JblQF9tVW&t&#Dumy^es zjXxDJTjXdA$Fw0s68p1awVi5DPv}reU1B~UdPakrZo6qCUrzveo@tMuj{=$aiTo;D zW`*2+e}POmjO#cV>}$2nzwo-_(GCCZ*Zw3B;K$2Fi-_>~wIZZ-LGyuy_)#BwVGihI*d6d<*rp++?{)IHjLjDC$`??eFbpP3DeMZYZf^@)kA@l{Vk2 zS3N%X^ts1(^het9?Ohm-@{Z%vLQ^E12|&vcDNvmGqyfg86j z2{laq{@8RSoBFX@uE)fwUOy5Q;2vk!zA>LrqiJ z)RkI9kx~uh=myJqR=lRu+;UFz2$t^#+-$Eg4zCfn1F~Thr8W~g!x}GA1os$~5HQGq zE(jQ)fgm-3nr!7MhFO7uk!Z0^My2m%t~<|*UP;I*iusw%YoQU%cs7i9V;FG8FDEcc z4IF7J#}Vm$RcNK=x)_R&`j$Zh8j0cY`{}48xFOTlToTI$*c& z(K51?1zv2Rt>TWK=qB!iliwQYsw zK*Oh2@l0iB(g#V4sDbC_=X2NgW~MV*;T7?k#JMJGvoq3xA$Gtl?h$J(H`YiEJ+5LP zyFYrgqGk(5?PS+-HQPQ_hu1&Fd5!m2^0?7%wA?b^N)V*|w~U(*)}^ zsiO-O3H(JFgN(rC44oL2wX;2y;7up5k%K0VO4X=$_~_#g@ZJZ1j=taNIl8!bptOxF z%UnlZ9i95wbZO1H@5GV5iNUw!!5a}f|5)VmAM$L8NAG+Sj~;v#Z@u{yR0ne!Ck=V5 zwtCN^lFHTDXungQvND&4fbD@g))ZT5OpPfq)mf1!@=(K1&2e5u@_J0t24iSlJ8V*_ z!BBfSUFWj|g}|!B@Zh056{IK>L#|y;jo1VmQTCh;@JHW3pae;9KAPE?)f0KlG_& zf6MMVMz@Z)0RA{J5Q9(BqC4p=&@)G^GheIZkmdRne*3q7M-9iX{s(^_fAlARg8%Nn z|Ht|{U;Piij3RV?wntvC#2D%Zk5)73RjZq4*l@z%?$9)QV`22I&Ul*NvC*XQ8=I1Q z4<2E;yoZFkWlCel3`P4Dd`2hw&g-Ztt35HPjd^fPjJ8`Uu^Qkw+!{4fm#aa651!m8 zRrii(4GkFgI}NqU$-&*Hvx=-G#l1dg{W1ASKpxM6)S}wh7-5oF@r+*Jn7|SBrak8Q z!TNM}`Py9ZVQY}U+9Zj#7ECWE2odvumUUpF`~lRZjMkl~hCqct^DiEH$^U&NElOzV4a2BFCKq)lGzCWPa$N+M zY4#qM%CF=7rNo93W6H=l`Hww)gooc^ed)>)p>A#1`%fme_=qKUcTB?=kcf+&2F;)|kL+H6fw2SXc)NVJbR7yt_9oLf9HS9Ud z+$dJHu%Zn&=&o8l4}3n!s8&tM^}xXhaY`{_da|VXGMl$v?L9#xk<#s`=6@0&5x0G`kZxzJk0faWZZ-- zIu6hj@8=-+={mzd{LlU_@;G2gW@(%$0+9cB|EIo&ecNL0@q6Y26I*(nq~YdcLsMxn z-ZZE%x!E+Czl~;ue5MlqjKQ3l_1wY+Q(ZYAG-e_yFAkdZ(V#w!JzE7{52SVmwiX9T z_8$8Z?Q`zkz*>oHn-!mRHz!yBDXCtJ`mn?P=C!_;^_tB6=*m5mdpQhq%F4~1w8gXa z66YriEYluw)#EIlVb;x&w2@*JqOe7X%w$ZHA^IuD3ye`Ny7WM|=X8ypO%MB?XpInG z0CBEKPu+Cb?heve@xgw5eTl~(eY8{rCEl+ijvfv~oq&nP)2BF1Fx_B@xr_g*kf|_=MD6W79PLX(V>l-wiPtk5) zJJqI_+1}_*=9tXY9KkZ9E^1CrWOBu+kJ0g_!rQW9ZBiQ@C;XPt8jkMCRwNH*l6W-j z36`ttlj7<7crXyq=#;D8-7Y3K#gqPfXpoFINCrc$#a3WLySR@inIGj1zA8O(E^+#M zbOa_QbGXSN-x~Ga4x9itLW_+isBC3w=>rZ!hMF3xa^o7WjW$r_bB`7S72F_0fiZG- z9sNF~nrg9#Riu(nttU6@;4a6Ov236LY1FLVBHuK*=?zXv>RU&^y~voNE~H;_lSQGV zG7+rJ)FXIonapk)Z8S|k(dO(R9;Yf~$`X#8x?L2OJ?;}_JE+}k&^1<5EK;*Cak#v~ zNFb})Au1b9#hzSkQPE8AI5i!Q)BR}^#T3Kzx!mIkw=tA2!daT(Thz#Ns+Scyq-Ad| z_bQ9d8pCwIUCS#f@#%2c1Gvy57z zCY%L8@2GMj-CT^+{V0s~HwaAP|Kq{U;!*j`D!^<_jP9NdN0dnwJ1`28G}L=D9hlkD zD2M&=u(s!4&%kW1uZi;9BMQl?7>|WytY#fT&8_DY%0d~Y0Z_4-KuJ%{^%cy)m<5g< z)RXyGBNmAYR-cAooGc!_k%B#&WImB-vEP^29VmzBurJwgbIO_EW)IwKE8OgArC8{h z73gC?1C(LQLx*&@R)u2XQW@?gx$=7>%(6&n0-DroDmS{rteN}tHFftb;(kD`9H3sb zWL^vIf5cH}ibca6rLRcE(rb#AslFTp?9h!ho#%48pC>>u6v~K4N6&yBT_|zW&^RtP zJ*rmsoz~4NazK z3>f*d5qTsjo9UZfg{$it`!WIpQZ((3mzL9v5-%>_$A=&O33j`!DBA?-NZ-w~Lb`Ak z%E4*;wjSam0A0#$e!OK$A-Y31AGEf3pII>eyiKGyEBRe&{=GR9V4)tCHT4L-EK>#BS z3hUNP{sLh}(KBfG)V zci+bw*)_iN-JipnhO0-pVJ{$T^ZW-H`NYTl!Q{_PJ`Dh!+N#E z>2fJhbNgh4tCKUi$J3mS^nIER?=C;H_%%PXv??^k?ajoquaB{S%BvnDUpKel2LI@3 zoF(_|2xB{_Ni%?|6R4@SJD@uuU*P1~l)uH=pcB-_zEM@Fk}RrITPH}gk6 z+d*#qwa&t}og^fwYTwvRwRkUC$OoO9M#-Nfg%IN;^+Xgiv7Vw}rGBb@;OiURan(jqilfu^dfRGY?XVlz?33rWl-TJtnvmb8;^ zY_Q~|UXp@F^^2;(G1k;Eq0dTgl=4W_e~+K@Vx$-FSc?G#QT?MMr>!#JB(6c`B zS{RB+!%=P#1;1Xc*O>fVVgd(eaT#Di2_dg9_cB$Lq__8-%YBSFL134S93{MpbREqA zk6ss~D=UkguJu)IJ{iN{du*%yKb28lfI}qKxqqIS%bta-jmG3T1f=xIJlP2fO6ZTk zV<)pzt7Roy3RZ{9s5LVaNioY1NIc4u@ zl4}W6;ffm#L1HaIsSX)4`JDaK(qpr&#@X%n@=mTCfpZ~eMH6-IYRxqOmFE5_Gu;EB+Y@X2p zl6-lJ_37C$R?pTW2a4Ze3&$W;Z`2hX`k#+N0qLxnMICn64+^*DOO8Fd10PHssRg4 z{3+999JnHHBacC6Ey@8nOxiqOE|AR^CghzwL*hg%y4~g)hs}+KLD_6!n*VJ78P4DT zpX`AR7Tv@f#K|}>P8(Ze{8YNK$|IhFQ@V!RrVwV}gphiEV5&&8;7G{el*7BO<+Lc<1}#q%3#QwG>X%vIxTp4*f~lP*@Hak zpjnG&Zd}w#ZGmHc>CllILa651x zeR44wVNCipLLV=!DHJ+n zuBFsZ5xL9fb8Vc4#>VF8?oOP+b>wVJ_xqiuS~BV2rta>BR^BXhfsEvHva7YsE^eaa*%Fb^W4a8+wacYjbk&)p3_92o<)0S+G7k_OXI zvkBy3JNn_EjVx(p)FFeK(U81d+2V)Kp25^iuFRU6{c-TMFdjEkxR1kakrzbYPhe3_ zZ{;)G50NP9J5IJvRw&b;n3H?=&t<@;7$4W)v5^zaDR!Ej^co#zZHH5`Zy04o5a8)c z99~@^svE?--nurUrV`2MNPaMI%r0dw)Sj6gbTaP`FHyg`M4$6LEs&k9kuDcT!KH?e zRN#Gul6uXG@hKysu9kbfBHVgIQ(4S5G|VF~72Dp!#wv44Z^x#Wn`i3#QZgz=kmz|z zGpn{m8W(0J71>mrJ|^??GvxD!Dry&bfi8{oUg^%vhJre-cIbSP6pWfR#nw0#Q%?6o zD(YQGl4CrOlpi5F##{wA_0u&Qd)F)O&E?oL)%87U#CrXiN?RJ!=0dCu$_zrBEAL(z z^{vTcpove?e`vL5rNe+Vjp~X-)8x8MQMI`wRWnlH^11ZHYS`LAz}Nmzi3(0; z7k^W)$aDlo5a!6SYesB2Q5q(_v9Sv@4JIR^r_}%pN>%Tu`w<6vDcG4c0%WA z>Nn%z7zX4?K$Q*{(h+SD(M=Tz4c5rY;gql3p{JhG%{S-8h%Y^g@r^I7B^^`oI+)RH zDjHuR3gINDI3o729Nr{fD1J$lWRIlfUQ^_JU#)->QDt@3M`9Ei713OTDW~YB11oN| ze;7;9KoAvO1UE=)pPQ-Z95cKzj+h(v|6`3m;r!^Lq*wHZ3u|-22ZnLn&htY}^(a;Gz zF!e)Gj??*JxsGI|w9RN4-Qy7>Fi?K5jqtEdg|ZcrObob=jY7xg z-56QJI29HCEQBeFmd#L&pZdzzusT~|Q{5n+H&_sm$~$ksMosStb}YspAnGsC1p_dP zw8dA?C^b0%uRk^2^k^w2T(eDZS(YE~vD4eXKHuRhKXd8^$sYUqH&O6D&lvn0{&}i5 zSntK6Qg86`ul^ZUU5{V+=_TgrOC@52VK`2(IF%Z2K5=?|q6lOHm?;~SuE#m2wDMB1 z_m&)9VeB$gn+Q!5Ve4j-QMgm%blyBW3xm%K^S7^Fy_Uu}tt!k!b%w?0XDH@LtAp{&@&2voR}` zTH@}7r0}yI3XtJ7*MMPAtr}8JT{Q_zoQ5n@wbY*T$f9w%mRQSY97@fXm@n6AAdM<* zbr!;u_TvCCjIz!2nPHe%VU$mpB&wTOsxWUMxW|rUluEG(&f2sAk==9F#C$)&0OVkx zE6*53td1u7&>#vnt<}(QGC&?Jf?1CX&E1F<$8$BBt=Ev4QpDU}gg@G(8pa?Z#h>?3 zG9CdV#vqzlc4Q(FP$u9vnJ4r0BbmFI2A}6FulerkmAg4aGMU%7NW})wzB)n)EWDuG&5eN1qFCWF#%b3aL&z4lUlHl+)svFgIEGKnJ1 zOa(P|jmIhW8bA%T#X)O;6GyJ14ac)NI*M$A$!7_6m91DNy%Ie#qu=Z2Ti-z0nUWUz z!9lgrz-zKA_Zz)NFJPz^i?FOJooDOw3j+pYtMO>88i}1@X(05c+HE#sLGao|#oYRw zs4p?wfB1z%VpK4Y{r)%cid@huQ!bR4&s(e(J(i1H?z(jR z4HGSzuR&BV;lyynt5?sYt&(O`j^%?POhjG_qxEM(UuQyQ<8)>e6&{2v^y=p5SZogT ziBAA}XBZ4l#k8mmy431mO?=Y`F0mlhi!qc$&N2gE`oUNUR+^d_7AI-rV2=6Bw9SOB zG1f0Z#|;!lpCzb}(-bJS)Pso*Wkq6dMR{|;tIZEk?{V~i*z7C(Kfn8XXvQ4pXQz4{ zdQ>oTG*2z_HgYC_?ulmyt32iALSwM|=XmexL%hG;p_+iRTM@=>0s|&s$#Wcz1Z6^dxYDs?c96lAoT#xlE@*{MU_nUg$0lFJ>2 z*IR7mr_iYRVu8mL0iEPD1fxq*Z~DZ6ML=TI?QV))9E`<5y&5gsGBbfNEoa+ciye}C zLGeQZ7-+mmUAQuC7oxLuq;``A%ma_tg7joE6cP)cGMZN_(<50=#TJNS#*u@Ag`P^m zdy2@>V6G2$xrS#D_r`W%fx+h^cI_Fb#?)?Q^R+vSM{52VPpC*lfk*wKSTYhdrMvuz49f!SGbrBA{RoC6mu60SR~~LRC9XFI+?0)C9Z8dC zgrWQvBqjvLir0D&V7J>IusPJYzPU!XJ!n!hi-4ThRz-SeY#dJ9#~g<;!p&iei)`nV zUVA<`wb|_tk^;$@pVUTooaVFE(-d)(GoDR=HEl8ffv(x(=?m^lxu*5n_h9j|yzVM~ zMR$y3)R+=jNzGhv^hth^1guZiSgqC$*l}MSHJNNanxoraf5Ci(kH#Ah&v0`37Mij} zwQsOf)MAY-m{zJWI7B~jv?vWQW z*YuBWx@c2k-%SvO4D(s4XHjc(9PswrU&dQ+{}isSZj{vU;Qm8>|G)mLAE>~g@t`rh z2F%D*;O{iUs>lUQb5GVavJs{|>myKcIz`_FGA79BrvpPnu*LM>ERNaGu?c$l;+fv( zVs(Mp`kr}`$mV;{bdrTWmmonZwbF@6EF_2MM*XbOV{uI&@ z$8a8_KBn&rpW}H=FZMS81jk=@0Hv-{&&~t}N@RLxuh|r9^r3?r3^NoQ=F$~8BPuCy zTZK*F36nGi+p>=z=*|gdpC>YZi#s(Of!?~>p*}>oS#4y-*p8Hgm2ig;HyQ;>#@4kR z9$Y-c;`CG#Uos%KmzTJ{dMzfaF=(t|CL@ix*9qA;%+kywP2+0DOIGHAA%}AT_Ni#` zqem>q-Y77lk3XGE5n*{z=FCq6Y1xF=UaKU|))Gr)uo{Ia95MytC7cqa2o9;ijE@G! zlgX+LO5JpJx79lC+foe=-0Y6#tlTp@mk?U^m(>MiHWZRI1+m9C$WV+ic~l+;IQ9Ce z8zPL;Fd?4qRV0vTRh(*%=&M?(Hz6{ewNkob`)@N;-0ONU@ql28)r>*=k_J(6ELN4Ii`tNLmT^HYmID5Mn`Y{F~Q|WQDTxrt(u`jUGC-G)zy}^ zAT2%2i^A<7eFE>PD!kWTdrklVuW5DI;IO|@T&SW!xfhiUS`Lc(9`TQ@I|Fv7=x37> zK;O%HThgdtbutsl>X>nVcJDXWmng3ZV7KV^Bl0X38@rP@d4D)y;r$YOBXfh)M4%-%L)PqzvoowuPE^|q zu#(AKuDV8y93PGmqzjz-`w;TMdac*yu&$*%JhJqzqwm<@(bWAQ1K4LzpQ@1`W0Ud1 z*_#BS2`_UzGQ1|HN=TqXv%U7C!t7l>TCw8rwODd(w{WHW=nI}3U zN!6!HAy9|EF#w*QVeo;4#0DB16IdH$ph#W)I&)WT2~28J?l(xv6p03*l$p*X z{WXuxfNZt0bQ-Qz##xdXK#3teGYD2v&Oml?xkp2GN>}OMm0m&6tC(ZE-%I97mWr55 zi5Zjf-cjDN+g#~fWx5Wp-EzKkA=1D5^>5uTL*gwLYEb2^QeI9&=8(hi#psrm04Wwak|UZW_lkMT{T8%2@Pu&MTV{^GR`AtG+8 z)rm|ed5~LHXzT8C`qLx#V(8EIZN8SoB1_ z9qgG<)=?WUwfKQVq#W8AsEcHiO%5Xd{d^$0`fcLhdYi8gPnsnLA~q(>FAfx7t_ z(vXNbMeS=6ZY<7eN;??`mkoGsabtc89jDQQu|rBRHAXRcXbN;TpCjXhopK18NzyEn zY?@Vyw;!G1r`M-mToWg$Q4mb*O!}Y#B+YbhNWE`qCRi{Hp+hFQ!=OWyha~qG<<&2J~-qvMB*Xz1RsX z@ES54KDxwq`-zNn%}A}sY5pAFSnse(hA&QU#~4l3qux~la967ws}mM$YZbhyT+YMM zpo!+0mK)vU)93Hw4}b4>u-U%G$>|y1e)P69xX)fZ5nY|Y3_%F`I84Uyl}vZX+v3~( zak$SBY+J3*aB*=@d&LJIe59uO;`~1Do!-YspT3KK{s+I0S^860FCHqoka0wp*RLce zsScIE!pLc~)XoM0072jh>r;ZHXD18HX0c_d&tsWkiVDkVaJ>~k!~5~@;RT9(j{QDh zPuYMbN`vho)RxOzAkn@)W8)SN7U>Hs3dfllt&$>YW>mpO2x&T^YNDf5Vz7GOLG_}bF4d)I{yGin(Xb*n_hJ~ zkN#%h!F-O~8^QmE`wAzd)vM^u>{{t;l?$`0t&q{XxtE zi;0|)kVcmr%;zVV&({u~zz1NNq6(XUf!U4a&7f(G78Y+eNSC($Mw9AfNP)FQvyTKQ?~&>MSj@HxK?#X5{i49m?VFwI4v(RhbZstb#= zcH)v94+G^#1(L8(T2Wn_N09(2KCgTMN_6CvR;bx$8r9%zA+nSCkP31MgMdNm`;BQb zSIuu`;^V(-{QqtIMf7X7IK^8JzXai*q$-nUM|V(e;)-<(MyHPk89Wi?J#2P(abspo z%nF^aR>+D(W^MDNLpqNY*GLUlv6zcir6>;!idZ88N#wjyEX+ZgGETybib`|Ey>AGS zCV~8WY6Q7Z=A5V{g{bg6tk?|6WU7l*sMG6!2RzWIVPCFRLiA)X8O%JeYfWatbwuqa z4aHcbW=j&2J7oQEG(4$DZLEV{o6{+7M2y-fxiMAL%~qn^5bZ2dHnI~X%{KV6^&J1z zKl%qib}IVMm@lzAG;*pfWHgg|=CI$$ zvA=El!xXo5r%4D_gi&*NdUlSV{h9A#P45h+U#;d#oUE3*w$z?~_VgJZfAkp7o;{cT zyJ;KGIM2;=DZSJ)5sj0RqvfM^qiM!?08@7aNkdW{S}QV3Lab*?4~J8#64DyQaqF!a z=H!A-wUJFuS>Wd(p$!n?F_yH5+2pd!3muAJadK#S>2DQv_wW%e-g*n?pCCi2&Ae%lHcpI4>cl)sX_VAy#LZ2IkDhMuqxYZU#j6TC z#!v=B-r3&!NVeqF7~ol$!uafxkndiz?>|WRp$AxxflkV zO0$sE)OB89Hk-ToU1lr_-j6i$sg@Z|9S)RL1W79h6x3ydiuum_Ee?Es_U@lRG-5Dn zT`%cPC-?pisYfe`5RZCDxfmr8+z$wdWTTmX0XVxiN0ALU&q_qS#lj7Ju+$n#Yxum=NHR^2dteuhTB{Z} znjPg^lngw&H^(oo-bOc`plwGP-15E>Am|)CpxZZTna`fR!t-aB(z2U3Nvx@gV%)L_ z3mIZY<_ogSague&+tkc6zp#OKDy;S;lOr1J4qFv&a^NRpB+j%))?}F|8Z8K1O41hB zoA))TU*`9I-{su9dBTNx{D>4qMxsb*&N zz56Hl_{j&@Y%WpPdwlcTXZYUt{+6ch{Cd)qY2vusw2E7+b~Sc~N{v^wKS-Ck-&fe} zOKkQB>~?$Y4F%U#OdWq|jl-xQH-XUf>3IL~0b^vkQ%#{nRqo9vhGtvM0d;HOqGHVC zU(gEx5LG{->C;LPkK7YT^(JG2hQae$f_vu)9#th~=X9RWY|Z$@Esbpo>*bv%ijy zKl%fugAhy_$H@Kby`l5Hda!U4ACd>$ZOzs2$Hh^cTMXV{ zYwGO2Khw8L13$ujHzLuw6+If8X`F|x`71grjPjz%)8W|O+`bRsmL>2-4#F)%&5|q= z0lK5RXvf(Sv-Jbyr)w*@=KrHZsi+9sK};19Bv-_smx>4+3Tl1h)w?0q<0r zX70--DS|ZdZW2elxtJ?@R@22K!)m=ok|!QDIl2kzLTid=KO0CIvze^L6Mo#0JjC8G zg$RqqnPdg>8=zdFYsID^Xh#5s06L|!Y;s8#zdCG;79ZKPKlpU~P&V$1lWN`a`?=iN zl!_q{%xJbEE#AA_)J>QBrqsZP{Zv;Tuss|wU#w)d3ip?g6fL%xX+;_Ppdt?82u2H7 z5D39o*e#mfM$$b36h&;_DT*Sagf}U0a`8Y?27>Rp#-!SNJhvKB>Hk}OK1n9~$!I&W zBqve8dtK1ga$(I~u;GI!_`}3@)JcWi)}&8!GBwp?*>s!qYBq};hHwbRM1g*5o>cXQkn9mI5Z8eZ*Ig0eDvro`8lvA`XBzs-^B0#!5`vh zzWWRKjsN@~;mcq9DF=tlPau+6q@^U$@RR8QykX1b45w!&^2*s>y|mh6yA^o7HU-51 z03ZNKL_t(eMsh0VNrQa7#%gha?e+%y?M8z;*3!w*P%qM6AG!9-_TJcJ!A!JB47i-7 zOZD(%q9u~HID<(ZZaw-e!v5-7V7AHRovA~aPBB-*zujKLo#;(|A0lVK*f5X4=I;7R zNgX`HbIKsnnLK>Bza_=V14AqCQd;hA;$fN}j&54z2%a0O95d4=P4S(RWpEwGq_3Xt zbeImc!6#$8KCWIe9xBewNvx8AaA$5G>f7 z(&J=>8`JOn&;JX$XoW&~sK%7w;hLnLo6OCB?9332n{k$49g&`Nq3`+V)2F!HY}8nD z+Rx{m5(dku?ftsg1l6#GaCEw!o_WRhF%Q02;4lCDuPxPJv}rEEo=iR*R>Yg5uTA)a zd_HE@xRTbI7;q80dD!%WSeVl3m56tcPT88t^LytwCxyAl)P$}XRd=$)VrKV@8N@^& z_n;WjqXSwWbkK(>mipP$+XGFC`nagdPEd(hWj{&d6p!> z_Acd{`oYeL%+L%nvXMz)7%(pwPr5qFFj_ap;kr}$c(7w=-ou9ss?|i$!7#E64wW<0jZM~vun$ad1 zjj>lo7hv-Xvz^cOgkZEl+9OHnbsUOdGo|aBO%}2M_^j`ST2MP zW@HvKL)?UEMxuFg+7m|1(j52Cmk6iU3>A*Bn_+0=k(dLzYT(5+XYH=To)JfbO;_gx zQKC604$56unMUC#mEbI4n9b3X>X_Jshq8d-u*0}7f!ZV`bQ-1>Pcn<7!LIGFU?dUU z>O-RY&S!vHbb=Ss|HZavO7n?Y(SDP}39dODh0Z5<{G<1=AI_0PE9BerH9QCti~`-mo*vJ#YHaicyH77lB@w+>=7xp-*pcT3GnQ=YO%;J#1RM#HCI8ICW+t zOC6(3iI}mSV!^#eQ!9c}4PHF|OZ>?n{jQ`-WTWg3H1(}8U#@OFLj2j`3ymIIO8T%B z$d-|fV}m&!3plP(?ltT68tc^pPoF;)kiuu?;n`R5&wls!@#;ANlR|qJoukV`g}SU{ zprxs(rfpW}(P!iItibub6C`OQ#s|SEf{8M`a_4TPl1MMxxkf%H|DDuQzIQf9)9K0- zh$vZV&rz}Lz+Kz-ccfCWT;|2_;3QFd^aAC+!;4LaOR{XT3fXRpB(FtbC)<4Jt&lJ4 zPQU5coxJhiV%)upq=ry5b(@gEVJU_Y~uP&cqzi)7Mc8*7H zKEkUPFL3|f8Qy;L0*99$q29gnfjoh~0{Q7%Sf0OyB+13Fvcw2zZQM2Qlt)4E__-u< z!%27VmQL1;&UV+AYEHx)N*BnAQzXSwI``BgPa}B-0V~pClSr~CF##v(U2Lx25yh3m z9`&w6y>BHQta#SnTxoA%1Hd@RY;_{J+AvNg&1OU?dN|K67S^%(+?bqTz)B5de~h0a z2u4#m`iKloWiH=c=V!~{v7WH!4>olt*i^s1Jf`hfv=e{h!xLVCH-wqd7HLv~?*GtEsuqwi5^x+#s*hb&WmUWHz5`h{Qn# z2R$YcP2~R&m`V}#CSZz;?k@0Fi4cv>2&T3WR46?IU8dcP2re?!KV(QurptF=J2km& zdBE$<6KxWar|Puao4Ci#=JEiUX}CpW%2wwC>tVK$tR2!QN4jQXnqaY9;>qI=u-jf? zeRhs;xTYA}OlXFhckBlamZv@=*dr*B|U`b}` zY^LY>db8F0D#V4i`i~&Oy;lHQ`~Jzt{|ElXzx+M? z#&7&Oe)U)XBg|K)`s@P6B)#B(W{%Z*>Fh5XP_l2JJHGlb4k9<#0{&=f$^9y3LeJtgkR8FIGa_004FUX1XD4Ha(O=Bv4C$wOqKeVl(p$NAoYC3RP z^!1(-9bk0g)k<*{Z67?>*XTPk0*ND!w6aZqY%ESfn@1?j$vZYm3yY4fIT$6{5fwS? z%iqe(LiJ>)1q#hG!#3qrY<@v^FWPgh*TA!`Dj^ z&nV@TDzl$g?RL1ie2zoK&1{XU&t9QAe4s{;#vCjR;>f5!oS2I?oLi=DI?JWUA_YE| zX;U~N;5rMb0VlPjK8SifnOZKL9@I3Y%z;?o6OEt17CD;pI&%V@#X4;C@kyCmEmUMu z!z@RCI^(A4(a~8RRcyp*;zgbFzC=~O5^~IFm#eD{UR~Yba<|8}G<^#}0hzrhf^X2| zNvr{nkCASl8#1RrDq?ySk&0R)ohwPO$Y!E4b0Z}if(P-MQo+KL4aVTPv8iaMHwV+G zvdHGX&IX*wf2K$t(+$f?(g7d(EU*~j9@tKY_+&2WAeYvGCQF7s!wp)(Filf}rt&hg zi4vTioZ!s|7lwE<=BI5m(WgO*zLt}V#ImHj-lp6tgk=^v>i%-m%u-wDir{PA$WHV; zI?!%9A-Pi|P&66Jj;1GsBD?H& zOZ5DP%q?GyyOJn8744?nWF2Gk&qj#bo9fsR*>@-!$%{8_ZFI z#^#XIX3_hVL7a%W!=j6Y%T)Yga?l-3>lnL}yIyKEihrlXi$O(4)wZ5JZR`_8a*tIdXRgkKCc!3P}}+ia3m<Y2G1g-)a5zo*A{|EWl{6or2N98i+I+LGUS|V?UypI@~N8BS%Xj0;>11|Coi9V@=AM3 zQ7m!){u}txm){YSX-EzhbJ)geQdpc`zP>?Q_cm#jIq+bGJhQ09^0G7p(vsQy7u=7d z=^U_HQH-3}jou=Zs#1&n>;tyZ0fbeiiwT(sWWs`pr^-A z+C*ouUgN>rYfb!Od2!H?ZqVLN(3pt=yRF4MVf6@gc25$rDL#&SRB`_VkKTTWr%#>< zcqNrrx!B7Sl#xaHov#8u3x9^|>nG@#@DN_%)29_a{p?z-1#Y;c1fQ%NSCXdndwPs;!U_3lgwbf_8nlN2S65fKd44U1 z(AbDlrIy!oE zS(2ll!35Ki%<2EJos%+J>#T7(vW4h-!sjbVeSHsRZW#q1bPf7?8HbSpML@8vwV%om zyX)O+ZHgpp%(34GYE!LA$q?Tw8B44c_f?5JUtl)3Xyqgy#7rYIQ;AV-B1qq)-c5o> zchT2tGwPNsh}{jkrqtK+oH{msJS1XkH0`_$T6???mR6DZ>lig(2}*tE(|U`zv#7?z z>S%#KbENak8cEW{L+8=Jo?t-M1LGLgq}w%KuGd;a0#nR#UEms7t8929w_lqE4AJDj zFqo&1)(h`R>nU8Es798$l^3(4$)>y0**a@GcYdEt(#=n5#v~cCI-11K@lmxu%`2B@ z=K_RAnfD&_Nb-FX_-jjJCGa{BFi$i|9<<+7H#exrj*YDDqhTXikJZ&n^R!^2+*%@w z*n&#q;odiwsdKxxSV_eeB0l<7ajHxk_`whV3jg>we-p1Ruka85 zi~kzy(+9E{*v$1rtvfl4j$@5sTfbPTx?*$df|X! z*xmx-lTj6HeH4&_Sgf9G_k3nQG%xlq7KHynzP-$(gC5u ze9EL%{FQ0TG<$1F=h|s=?V>qaz1~b4IgQlH!^U)Iy}7A!5pXk>ev5`1p1I78en;xY z6s6(D6NBf-aucUXL{=E89@AkvStBeSScBqd3=QmpJ6mdD1)rV_(?rBCsAtS`BB)Gm zIfJKO6ecQU!h{A#@iEmv)N-HnN^cgoGH4og&FW)AOWibS@pQ24yFx#6%lO2KrbvS_ z(N`z;aPQ(mXk*4K?8QpO$1vEY2UqA@9Cv@7WbfkjwStRYU9a@xSEg8V}y28!Y;&}SO8g-gl z@j2q8jLknc_u6w_HDR2c;CvY$3t1L1Nzxe|j9I*$<-xKEOD3mJ>hjQI+wak&4dz0k zGvtXO$aBT;1Y>-REsC@g)jCWJ6CLgm?yXM*p6sd;(cvH+BEhXpAVjWhj-Uv$m3gQQ z9zVkONi?r1Yw5Q{PvZeOx!XDj5FOo(Z8C8i;WW9$o1X5Q?|dEU6g?SxBX`zo+I-mW z@#^wgP3klmgHLNj^G_|Mg9S$;0L<1A|9uX~Q8ijXuFou|EbJ zssX!0kIk;feh+NQ2u&TZt!nI=5>*pCn&<>k5%kQKb&s;Ld#H8QyIi7aq_?M*wxfAg z*yzyH9wlS3UImrbsDPzlUJS8iS}QYG@1N7JR+;vNXzQc?joP+Y4)$&~#fwBkq70hS zNBUoI$7nO~(*YJ+voe7s=I|b&9i6VZ$W={L^N4s0Z8*t zQm->+ZqJX+bjV{d1+sgmSkGHzeXG5e0I=jGX^Lia^FlrkZq6t0nMHPF2@$;~fy~ko z_tydSj!iwOwT;CAxfN-^sT#8fWz;R}5~ zi}d+PhBsGdXzLMm*()Ab5qgQ43DSR~++X42PyYgsAO9IPH!u9$PPKMNPp#n^<8wv{ z6W>Sg(X9NTY!FxoktV%Yv0pnc{dO8NnYqa|e}Lp4S$3i+!+ddy#rgufvQeJKc#<+2O3s|E!K4)xDWCvB{Aiha#1%S>v9>m|8AB)+T4mLet{V?%ZQ!q5UgMN34?(57z)qCC%`zEs)L@xHvDcrdI-i z5lTcx&k!9WIlv!wiLGZ(!l9i`)LaO|5ye$h;gY8acA*C-}RsD@SK95SU^V>A;EnP}qc>`-&!nu~kQlg(a0tLrdxLt$u9EQZ#Ko11XsVoZvA> z`_8mKObnu_;mIsL$9qaqt9i~@`cd!k#Kv^x(98_W8f$H#mNQTy(Q>h}WGObm5fg&;-lPvQoW&$JaRx~g#-o&O zlqSbOvO(Cjz(;LsA73>J{W@+7CV}cNIUmzfak!Imd~1? zwMbLNn|74M9n>3u3VXfsZZkqRd9 za~6TIcAPyK*)Rkla{wj9VHaWh*#(O1ZESC@vFWbxU%v4Rc)Nd%e|7mjzJK)zo{i2v z)@q6FO!;pa;d(w|A8ZXK=lJmB$9V697x>cK@8Z>~r}*x7zJrGk-@y6V8Gijg`A&hrjc89|_oF!!JgUn;|OBFmYzLGqC6D6O^x?o7pvi zkjz-IowG&ZLn)q#q|*=byogMWbCg{L(e*-6=pJg2z_ql!#<-7EE zVu|Gh>wz7`JfP06V&?B)PSS}RcErJ=9ip*8(pMPEYh@3#Sfd(K^fXflg;9Izy_}?3 z*igTnW}~~i8=a3uj&h-uvpeai%o$OQja;lPYnjtHE3~29b2d~oC8DmJi*9UQna$V?^`qFPxNttfk*bt&YuYve#{jlcbz=CDJ( z--vp}8_!}YCvA@L9I?5Y3yGd*D3&uJztn^AT9RVILr#wj4~A%xP8b8DA3AsYG4@CB ziHISac7V2IU5M^h%Y{{q5+@^zSnstZ50cXlM|)Kd#|C%|VlTwU|AwYzttJ_YIq89I zdBEk(4zDgZxZdt@v)yUh%-5i%w)W}Jgj6X4gCBmeUb$C z&dziXbJv3LdaEE13ot>Q7_!Kp#RiRqluaZZ(U$Y9Pu{cvce;kkl}~Tuf_Sag>jlnF z*P{3@Y0S1-#e8YP?Xx|JTY-0$>WNzytT43Ld= zuyy9j-`aCri793Kj|@J=+7kKC_N~u>KwNWV#BfkQxcr9=W}cZYJ{M~zAkTvKx`Iyr zYREE0s_|G5sZi!~)CZ8wQKOA*N=|K`0UANEG~61fpY7dbjwulQoe|uK8tqqUQec+z z-Wgpr>r%v3jkxPjBn!mLxkWhgNr+>#;{rq0qD~rwc54$X7E@L4+QZbMy@Yr}1(~SJ z95;`{F)B#SZZv43_SvUb0H@+ng84jBQ)=1ZHZiNUZd-JW5**xUPJ2yaZrE)0v{xHT zAPJOCr9WZP@5|DouBcILYGzsYZpzvrpHUW38$vvl!o?eL(3X&S2wtL!&fK##rF8SYq?U ziTc^aJ#4S8aJhMkdHMkLzC*QZ1x7;!H?ODdYdmioY435T_#PEa>H)0Bp@1URJOxA4 zO;W@O(j>uTIEmFJ_9rw^3lpH_j{e*;2J;qE!P#`Rq%}O-!)OypV}v&Dnr0Zxi@ zi}qqTbi~QafK?vQE;7W0xtVuuVzGpEr(whxkC@FOdyY9B9!%G%GC1z-SurOQTwQPR zS3mjzy8Z>Sl&KvR3WDZIip^n<)AMuB*G?=pN;>=mZ@l#-6sr|J{NS%|&sG7#iAA%9 zNc8>(7mu*p+~C#o7rF+V6xDsepZ)cR_|ELg!z5x^^79Nme{c^cZ{J4<8LBRpab~ed zWPqB6UThORJrY<4$pOaE*hKnoMA&b4xZE7@{OM~;0YZes7-6$7F^u#=>11Tb*Sx$U zcopOHq|g9>NlAMexmK;N6*sk{2uNomKKQJ|>&F4jb&GaeEA@fbp3QQ>dM(TJoD0Yn zdz12rQ6SSWl!)WT;($lXu8*duJu;|tHd?H4CLq|(Q@OG0`L{-$Ys93VG}fw6ZY!-# z0^IX7)^v}44Q#%YF)!u;Tn5rBMIezsOk#$0y}O<{Ltrp@Qa@g;5ACy|4*MQZElztTXF%R9E{o41ESo;e14$3WqpML^R z24n7+G-5Q?k(}6DO@T+B_)mD5axJP7-IypEyK75S+g2|B*>7~kwa${^!4l)Gu*eY`L+?&KEGwH?L0bSL#Q-n5G z_-w8Lpm}igHUNkwp8^QDBomc2fd-SLjMFlxq@uPQtfbW0*`$jMi0Z*Sj!$1A)-@;pOe+`e`d|S_-ntA!N zWF}wa04;Vy>^Q-_H{Zhh@BN6POk|AL%@Z*}hI)^&p4jUh#ho(%03ZNKL_t&u=BM|O zF3(jvHr0D*s=c3$4xI38pQZA3>Nr^5ms&UcUM3qQ`tR6SfmtNhA(=q*73zAc(^NCN zY(32z4b1AUvKqu=$YW0-V*N@pM#UHhhah@m<%{)3AgZw1K51IGLwN7m?EO*C9!Jp; z5$7htB21g1XUd8uGRBz30CIJ7sQ?@?6y=_5|HP;d>bE)3$g<8B=PDO1QieM| zjaTB!V01YlPMt{>q~UesFOy-GP1xF|&;enp2BTDQv9fWiVGgLh>yP;QM2AShf?p3I zz)2?L8FEcus7N8rhFbMTE||SdXO4}3uf{!i5hH3+GYCZwG;|6v4!t412{%tR*7;nq z4{RJe)HskS5?j71QBrN%aCA1Zf-m+>m$aB5 z6E36HDjqKmo>|+ut|#&cquvZv7(EeNJlu5M8I+b5ot#N2pIEjX&hIz)s;0D^8OT+n z__wYxG`DTh&q?d9%>6$TT|d^(AW9rXHc@L@i&*1zu{)(w1%Q+6W{|G+j*0id>s8 zn{*P|7;nWX&X!Y)$)Ls~4!Jk=@FsEe98^rYexqu~{_}Y+XiRc(c8;e{Us@qU3b+cH zUQ|?pYNP3Qr7;uoXp@C0mXLRDEDtK;7xTGfAk3*I<(3rB#bSo#e1XNR&@^p zF&6lBQNKfV*r~`V=7msHleqBtS(@RYKW~uNfKMq16v$`7vcjuNqp(hHy-BdCC7K3% z<&N7loLcI9xkSD=v1ePW(`cBZ`-kv-=0|>mA;~PVKYjKTuP<9%URF4iG4@pueShe= z@mq04S$a)_G67Q#48bM{y^4ZJzq8c9r6e^?ydoh}qkJcdlcf7{tpb8`=+O~gxI`g7 z<~IkYqMJ7c3)U<%76jaHfuARn?k=&$RE0<@V1vy?<|w}Qkb{u zMw|*ovDOM3OB$`!qL-$oOAm=6%j(9p^HCz&KVv<~fT4j6n@u(~{K=dwWgZR0XI{@e z+?&OpHBAd5rV>N~2{^r~herFTU88_#NYzBD&}Q+-h@8?UbX6P4xUk^gQ@U{IkjGn$ zjJ=XaMz4f~Mlz2c-~DQWHLpWyw=@=oCKJgTr3DdQ(m z{mlt{7z)eD=Cm&w6oK~m(|2+C@<(XuYm^nK^+7Tk(+3BO9)dOhWOs4B&*ta2|KO4K zPoCtANF*rv;>D-l6a#X3if!C4sfy<6z4{rZg5Fnniv~~doknBNLL>)JIb)wWYbV;u`DoO6j;v)n@ zNZhE?4E|IvaGL7-Y0v$mGbuuv8LLkKEx}msBYdOt85%zuu3kUEpZ&@2;PK-RW#G7& zFL3YTp_pyvqcRuJrN%^>-9h*9EAM<4%X??|;D>)9gUjGG)#UfW&q%{u{?*GDFD+e0 z6Yv7Xa*ea|hqx|*%dW(kN4ttT+yV9efOh-B!gA+T*cSROr@E|cuknH-wk4mN$}`8W-+ ztf4na9zUZz;DA|U?r&6U)5Jvh_#F%qx%%&lNYwkO|cwOOx=QaNNaloOC)UYXsBC_*i zp2tdLniUylZc3SFG+{Gi+*xih$A!)c~4&Ql>Z`upA07s{9*@i90V{TCGrqBk|kNBD9+91(CqH&nyYTrozAe&K6?z- z`hNGRwjBusC9=Eg-gEZ;{l3FmpB4B%DbPTk5_G8$WJ@SzBjEDJLZ&{EQp5pgP}}&? z6&rl^V~>t2iz}?QYpcKXP9~~bNq?u3GN#RPvEVeo*?HLL7;Lz#)HTA@qhpG-^cwAKeje72|L%A3@%@kWb8)!BXM;V2 z)tsT;kKW@5gFZnzU!V$OEGA<${`}5TZc#>a)k{oX&;UjKQmGoI-Z`>=Kep(^9I6<< zxmqLPIT*SfH#2oJt$tQ-*`3NWLkxq&6fI^$Z}yOAE{&T}E--r6+JHt&S`GaZaRq2A zrUhBaYN#bnKxo5X!ql6}?y^|&PaW0_t8z6KB%L@$-(M1ly=xj>DhHU`NIUT51 zG*!5lB(rEArXcc-s!E7nf03MkdXlT8hAwU3%Um|*y$^h{&r34b)+|O6rixoaSj(^4 z_nAST)FfFGn}p_bk6ccrNC-8Wi6(x5=YWQRkx-eB%3{Sbunc5kaiR9`k;-{RfB*6l z^>!sWS)fR>M%2ejadYOMl_h}9jWz`(T1JX++s-MFN1r62$)Hq_gtki&d3!vPzc_SX z6pNVka)o-el7G7COm@nN`Pu2IDB7a3DknR~q+q7@Sc8u)8Y{b*|92w~Vu^5T1pKqJ zSLRcxo4vo;NWbnAmqH^_137rS2~tyoN4S>+8V1N=5y@$Ax$1Cwc8Mo1&T#tbm7sL8 zB}g`&nygNlld;K)yfC)sqLW9In_45GYsZXwSMEu`#&?J<`bxtC^Il1k**32wdqHVZ zWA_&Fhi#qmI?hv*>S!}s+tims8kNL0#Y}qA{71Ga7>)4Gn{Q&A=Xi2@s`!lAcr0ky z!Qlzgpu}Wy#jD5SVY~p|?HVlkoM<>48T^qKyy8}d%LTe%MTTxomPRk3$k&uYca`E` zM5Ydgd|d;oek+A!d^aE>53eyD3c`NY5X)`+?=yS`)@Cdt9JG}JNp7`;UvDZwdv>JURt8UlXI=BZZ*&1M>B8fo zU}VY;<9WpT?h+xKdlbb6zx*p-#+^GSc>M9l_~sx1r~UmA z2#W8M27aN6!BH0D_y&hIsSWy6WW<_s>p98DEr_kyYwgTvHSTNm8MM2`ls{sqm@k!Q zPr0I3Z6mlC&o9~^n7&5RJDXY#`1l_4`()nxET1a>oVK$(v52Q#TPjQa#+?bmJjS}+ z;pN2|SI^JTZ5zF3QbxeoDGWohZ5@BF1x`M9jJ)3{j~Y$rV<6)mw4H5e#~rOnJ2Zm* zRXVdZbcq_2E#LT7TgtdkH5^$N_MHa(z6&zXYSQStZ3Bx<>)q#@stHWc3xbxQ?oIVU zaNt0C|9AgKRFGYVb_;?U3HDCc0$!2JZ!exjh-V)f7wVJ9A4Mo&p|r}DZK0Lb8y!!hX>J4 z=X6!<(4`GFl%Tf(%BIIu+yqO(;Lwo6B`!L6#vWa}hA_;oYY^S)Zsd|h%MDssW3zw_ zEF%6p-w&z{#0O)d3Zuu$r70hS!GG`PUu5@S-I_E#kix~F!n94UF3x1t?dwwZu>r2i zZNE0+jILfBs;d_U2IAV3N zQSCfGJdqVfu-d?shE#)g^xsqIJDZydwz8o<6)5cQ^c}*M6hmqO>vo%sKZ(`g8nDtw1 zbypWk0(-FC;K7TR_|-JV-&}kFr^OZipYo;dJ^SD~zw$zZ)F3}YR?+v=<6Z84rp{h0{fSDOASkTja^vhvKGt7=z>^1Ow;QS z)3#r~R&RDSiF_MRlj1|HO`mUP?4Y+vZx|+Cphrkx+2owY_4*|pqSe_1CGcN4*Wdmd#)8PvO`YAI5#$wAG634 zg;j(M^ZT-xih5lnET$=6$==sbkM_BxkuI>n5|Y74NCxpNFhi#%%Clqx=q(7%eZbJb#H|d8G&HRlO6e ziN#&uFIev~x85adED9-;-T8D+QrD(+|9B*sBnieB%Ox&WOB9t+E}Od72BLNljX?(^ zdF#2ANmHX_$4=RVvn6bLUE5SmP!)sY4F0axWoH6P`tU$Scz}Jj{g477|BQR0sz6nWNvjA$&<*>u=VZ!0Ex78h(Wq( z8-~G~G$d@Wz#3;`L~W?m( zIj6j1lSAr#ZlnN_XTIE^ST9u!a&t+wfyw%c%erKC~t>wz|w^(Xr>MR~jA$ zp48EMn0VmwGXc2Bgb2fZzVc8|@Cl+E0_LSNMI9ViW z^ak9AGGVEn5I8aNVX8^fsbC^7%zpP+jq|o(j9zJ*dcG^Bofnl}kkM&~r1${qCy$f? z|Jh%dCKqc1Nl7i!*bh*1+TRT^;33M+E*uV6^ysDr`LoP$S4vRzR5uRk zv@C0GPqZb1k?~V)`fa$HDt9^Y*t8ZoEcPZHMVK92Q?bIcfDNTKE&_j=ESW=~DM5ON zb8V+GPRzSN_6rWjsOBQ{hLY+s4{$VFsQCcQHlnSMJgnxeWHjK_W{I=q6!(%`;3Ph+ zb+w1g4i*25a)-k)VLlD6)`cSHo?k9;x-4~s%c~3BV>Yz6VdZE%QqIIuk#EqVu4-GJWSC4^+;c=$u-MSrlWG&lS_eAx|fkO^(UI2_E172tWVvyLj;P_fWG5^2ox$L2iS6 zOE4gXJs%&)vPg9xw^3C`rPHOP@AnoBhC_4~-y zq|rHib8%pr(3GmO9i}YH(hg@-JGDgN^vwg))11muUcG`9jJgmK3w3&^&7Z% z?-qIhYe1C0Zm@E~Rwn{vmXyNwP#o`O-K*fOqZulmml1GYtZ;U5j?0TH6zjsaT>Snx zW38?6VQq2k;85H5C#TQ#8CjzmYrD@zF7z!mKO9p_m;{^=#uIwcgWR}3gTg_zFCn6p z>WBG!hS50FUDkR1A>bVE!^obw9q&8-+4O*?V>Nyp9M-auwGQ2GWPcPeupw7wr)FO~ zF8+%u#)ju_hiPWDhoEaUhpe?NJ~#xR(t?r51kTY4D7I3Mj&_HrLq;}Kn7JoE()r#n z{&3T1a4X7vA7eVdgXiZ2p3c-n@mX)TrY5AsJQK$#LQKVJ8}64L8iEos$7NO=pr*}o zXRM__QHrBI4L?Zy4)(#NB-&CXTb(3Z!^XVrtXFC6Fx6uWPF=(eizk>ajj}Sbc;M&}V2Je1*jjBuW#`q0<*gn*EyxCcg*(5Q(QLJ&Z z5Aio|yn~-Uy28i3!?FEyH3hK2nt8@+JKu}wj-aIqW{O{A>d(D*uvi@7>~e|2gKPM& z{`P;38#iy`#q(FlvIw_tpWwxdQ{4afA-?tJe~4fH)n7++c#JM`III@DvFsAGIQ`>m&p!SsE}ws_0U%qVB)^i941-J7qgk!)H;x8t zyUt_1#dJ#&Q>9dvR3e*Y97#RF3PC4nY?h$F2QKWH1aPef7;tC4zFWZGgAdAoT`jvTcpYIIS4v!_`R!oJN_$$86dfxe_4p zOLK_V3w+BRgz;WN$ZhteqE2k`!bX;7F1LKy;O$@aa2r?b?l(R5@@r;w&U1@TO(0=b;4R9y_u3$`*KLmbcm4R6LB$*H;PRWLfr{q;aD#*=+3amck<1OEUroaI|hP-x1QlLU}w=?9g;N z(aXw$iU-SsurHh17AQ`s}hZaE*T4OaGM>wA622j&O*h#8R_{@5} z!g962YR!D^wTm|_0t{;0dL1;BWaX1gn-5Jyx%ozm>vwLsR43F1jN_$5u$4wK@2krz ztd=X6&2{px2HO56y1)b9T1&>SZFMTxQRjtgKR_;8Yq%8c!GVIdL6O-C1aBiDyxM~f z75l_2&_S8vDEB(BiF3Uz)d*^1qz$;qh&gemr2TNdkUyPU&q)^Jm%jW(_lSqO@MP2A zb~LDQEqn~%O3f(-N>k;IdJYhHINr z=^adv)6W{^k`*c;qR$Pi#VfB}OF=ZIRpsCiGg5{rJ%9NS+ifEtAm#djeASIE_$&)B zN&_q=BP^yP0VAjBNYXi;uG}7v7h{YLGZly2%4Y2vZB!|;C)Qa(U%6e@ZBSv`cevQB z@UyGu_~`i=o}QkgV5A~>gb+4f>3$(B`=;f{o^)t&)uJ79l z8Gir#r^!}9-(K&Ql{mv;c7f5j*~_Q@t&M*l;Oxai{OG;^4X@4~>77~}P7Ge^o^BS# zx!ZU6UheV?FHWC1fHzcDee94w7Jw}F7^h`So=z&Q+Vz&q8YeYq*ceHcJ3xR{XxOrV z{(Jh+i{c6T?umiZs1nP~zNV-|-c!2?e)Pi+5yh55Fq@~i^Twedjg#pJ^Qn=n1!Hp( zx;7$>5z^(m2k_v*V?28FRGV)_F_r;ZsXTh6PSlktoGfxPlUk>5jbT7LMe?dZA6@Dl zjQn0^QLA(YzSp%eYBVH+y&Ewb_s~)e;-OJY5^d!VPY$JU&=7wzLYlQ=ecX~w1+qSk za-*R0Sxb@*Ih)B2_>1p<8-M5T{R7;8^bGUGLaK|B>>Mo;BB!2rD(Ksm>Wz&GxqEN^ zBEI(Z-^6=A`2pVh;dijSc%{ZG^yuM%3)4G&j_ExI2ZuJG??TliJZq=~;hA@K`Vxmn z3sj>W`phKyc4~!KZzo7r3)x*>?k0$f4A06IX%-1oC`u>4;~3(cqy%O*X47GVz+nNI zBkQZ3&TGg!zr%deA`c=QOt0bi`T?%pyryBoVll&8pE*LBnNp)>;sYU%u4CuVP3e0b zb~uPS6te=&VT0;62g~=+x3NPbD{PAjtK|ll7fUR!mc~ulZ7`oF_?54JRiDkXhY#`S z{sZjFM$xByhRQb3v!!8a-G~<;jVu#pIuf%Z+i1JuPEmcdkK`G4A3VoyOUqNJf?TBj zQGzB8P;l76VWeWFdStYn#E{C4%oNQALb%#8GIax04l&>Ld_VM3gdXqoIL3T&fW>rX z|9=2qki`BhbQ&s@>r&&44V4>}QSsT}@g8Ng9C-#*DssD65wIO>(Z<}2MzS-uQHY`} zak*u!9HR^(TuO=3W6H?L#az~g5SAz;VoYx^qYzAg001BWNklc}pD>%6 z$mrb8lTT2Vrif*-$tcB}pL#=g-P6Y(V^dtIIbR$uR3l8MH%z9j0Ut-H^&W0F9pyMW zIxx^PJ?zKF*j=1qwSHpC04c5@C>-DJwS%!`4-{j>qH0sGPc)2SjTsoS3T|ykBCBsI zDf(((6xw^!_bG~Eg}O@B;IaPVf^xDr!NZ4V*sTj+;@PlCBXu_1)fStJGX!0ZgQJ`B z>0hh}j_swGWrEIfxzu-lc>T8S-tFa;&Rdb;Ex6tmSp4iYU}=r_B@0z8o(pSFC={0cw)&J%=ffP=+7EH6tW z=@bX!TX?m3i1XctSXR%0Xo99Mu;X`MmMHrMKPW@|jm0%w4O%a%zx-3Y z`NmuL(YxQmpZv+c#I@@;@VEZf-^QVqbSMey2Mp?4R4&> z!)AMdS<(xd%s>D9#Y3E3yu>IQqe*IQ;d}3Q_n6M!)20*SM|GZdrruY}$Vh{E4lix- z8oFb?^R%Y`X<+vDz?DAGV8B=&`fkOpu=9uSg+V7nS33ljR6`Yu7!QrtdA4APc~HpL z@0p>!V*5gQ9fr(CL8X`l$t|vm3+x-IIE?nNiO^ve@|gODzZ*7`-S9%$7uoki+==2$lNrEA_|zNN4=5TP0lPK)SisnobrGQnk}id3oyD7j}L9gQ%W z_P+7hi84yEIj5OjV8m{z3Pi8mz{z&H*t0xT;|qT|)6AlQ#=E)uNz8XEANN2(2+UK- z&x84_U1h!!#sE>$7bWIr4SEBwuo4XW*OAAKSq7^m1#h)EPO(?@EbL z;M)Qgg_W}mY8~PxcOy_t(Ri&Djk?epvjFfAOo9N1q_k@Dmv~&+$oxuC9%UBUU)#E$ zl;8TUQVPQMvT&JKgxMs+!F(of^m<*WpyV@NGD<0`@tdC?V|pXqFX#Auedh;1K#j3C z@E*@dS&nZs1yGSX#;hfyagM6%u-tBSAhgP9=B78%=dCEa&eRQR-aHpkP(RN`<-vY5 zpW)MYZ{ToZjeW2uj@Wyu*1omeSwT8S6Ptbpy{ig(kGu=_k(B(;^63FaC$~IqGSv2i ze2!dDyja7SA?w@*HH}k_;hYeQu4Dr$KcGZ1nKePZHGpO5K+&#Mu6xgc$&lPBOQbk#=d_9Ql1lX-%}6HDU=ys{NYV3B6VFyT+dO^)K7$U|YVRU14|z&t^30kiVaJE6ytyReJb66~T{N|UBaFUb=OUo)I#OJcu;r{are0X|^ zhc7R2x!r2}kI?_!u8QjirQ$^Hf{~4vh`S3HL6>doZld{Lb!g#alJ4 zfVav97Lz5^``3um)4Olo@BcylHgFl-A~58B_daxP``4m7XV z3vXe&sjyma1@Pq{``L>#Jbds>#V5OLs)IVe7dg0%y~*J-*$sHVAP}s~D9tvAOr+Ro zwGE-Nm{-WQl^j%VjvZ@q=HvvXWTG2VXrZQQu^20r-k=W0eTmKT!ma%RizHJpz$ zD7{7_0}G#@Un0q3OP66$Dqko)=DEn;l;!jHN9M~8-c4D6yPq24@OCam)qGQ_kY_w= zJ{uXBwKXP5zmK%CIA{Y8wt`kI%PpS0y29zJB`ymN4kJA`WRg61zC{225~KVX7SkM` ze)~=I;SA$hf^Acv>?^b^{vG&8vV4-0J5u50s|yqtJ8UmHT%DCzulW6K4PeF^qB1^^ z#oqO%G7Es!<_b@qeOs22`8dbDH|}6IpXr~^^PIzWexMwPTkK>gwMh~i11UCvpEiH2 zCHdU({I2V*CuD^-&}H+C5IK_|@(J27)bgp=R$3(RnH-V|EP==pXX>VxZJ=B?xVUgi zJ!_9anW$w^D-h*w*Xq47UWw7$_1we;k>$H{JevrH$|fUcS`I(M#L`Ogw0B-Zf?1v* zm?dcIu`DBDZ|9EUq$w$;Y`$1y%Xge(jdY?7Gp#dMUjMfz$FS z)1hAB$+KswiTN?dy(=?&8-^Ontd~;3&XG{V7IYhgj1c6&Ue*YUcc!EwlbWs2@`;Rq z12*;jC+snOfaPkWC~UraU7z962bcKKcfW(xs~TZvJ(m&zJWdYImQj*g%(Lj!l!%Ef z6~nMF)nP(j1i_Zij2Xi3)bfAKy1nbzXgfbv|}D9f$gpzTkk ziY>AlyB~dk_00&s|4;r2r!@GDum2^y_ukL&um06HaCAJ!`S}a{`8U5KWfm8@RKWiD zC*Q}TCy(%zU;hofdGBq^+XH`1N1=75vI?{Sw~)!4I)}{v1in z;qnqeSK{VdpSI_%t1;^utS@$o_zUqmftNiXhqp}BvIuqq`SETRgOQ6fPh3!3yDNLu zAI6C%m({LZEK#mkiW#KZQ#>o#%NEEd3saxT&hANAi6@UxB}9vP-0WS0VnnFl!q}L*nzbV>epn#i9H1uX693~*X>9=U3$TN>y6$}PE^B@O4 z_>Frrn%c?#f#jn6v;t*bTWpnNiGsBm2#)eo76)B0G%Pmh?;J2UMCRI=8a?Qx?ED}eh(>$_8_Rxqr`a8@wuvZHLfl%v>jK1gMfzh ze(Krz4xYZg(2Hygz!?vrVxe*G&Ru-%*M0>D<5WtLVIw!tQCo+%3`&(j@>_euDF9g4 zc@gh1h=j*+o1A63;O&yISgd;BLby#x!ym=`^+pzs;yts0eKe zc5gN<&d%1jTy9Y8sPutiw%A0=D#Hn=h8C4Y@A1+Q&@k{cg}}ed9(8X%xlr~JKbL%i z*#`zC6+5Ks+}ad)JYp+Pao6vpLXc;jX8}EnJa=MekWm>zz><@Jlh}9|oMvW*8?BBqTR-AKK ztBs~lg9FRbGa#J+m_{`w5KqxSe4lnUtWo5kN1k<(5GQ-mc|~=F)KR=_mKMGf8vtmO zUwBkmB@d^Pi88m=DB7>l#)MM(Y1ZO!ZcP9OIpaLRVl>mxg+GG`_0Df6Ro?YR==>;C2Em3egthl(`-Y%zK4`~;6R&?@6{_x$8FiUQuuRVQ&LkIfucpil& zUv1qp%S}z^Y8p6nlSP0AD?V5_%vShJ)?yrW|DM)gF1 z9Ex-Uw6ksZAhFJ+`25`Mu5aX3o=wLZ)|L07u6+aBy&trBpfe4Q3Pm^L7S~?Q>*EP!TR2Ioyqd%Q)P}FKZFcvyT5?WR0hyu^25}Hm23Yp_%*7~|gR%1)^#l{ds4BG!Mk-P1fxE5+NH z?TL*fpZ$DHdr5}636XQt9*6pzbGMjLv6K=f#`GP2=B?GMy+>b3LEGDqT8od^ouNAL(1p| zwP{&y_X`KA12#SI{9=PuVUfzIAc3jaFj{)SV9#U#7+|(jEi5Hq8apVlvG<=f(bT|( zX%f4NzOkr1=L<;|YpNSlZ|TezC#N+?q%TPF*%YT|=U6S*xOEsHymq8ol7j`- zgi;~Oh8yddp;cC@&m@r&YF8Gvgz6k<%H@W@<&lP5q2Iq@U*etP3ZFTao>ku!hv+}~ z`9}BYwUg_3{^S`>pIjnr#^$${tlg5F0{+V~Z)9Cjm0H_?FdR4(f!S9B6G5TcS>iqVfD1guw%%yzSCoa+ zCj2wRViLGGL(HV4rb6Afdq|z`H^q9}f+p}DrFVGsw!Ff6`2bmZf~VUU-+a_z`G-Hk z{9vY9_vzyY__bgC64tA8F;d76G8nltV1gcx9zQ}5Ji+tlPw@5M_$_?u&ClY_oi`NU z%o^eSpWesG$qjt!?ayF5o#FOdZ{ht{r`TP*z~=mk4WyZ1n{K-cL)B1~KG?hYsTM+(>&yT?XhN zKi`^J4`ppi=ab3aspZ2qNWeAsj}DVr#S!pQNzE%1^}`ag_XpSyb)OotC?3c>+B`Hi z#p-`-K)^UOLaY+HMfa;oospIW?V@4p}ScUF!CbMpny_H%k`H>kn>{VSX~z_JQhv)^HrA zc1Ua^9XmBO@bA2L;o66SXTJTySqQcf>{_Q7VgEozd?8WGMm#x0uXuyfn zc2O8OV^Ey*L-w?1=h|~;-@klx%6uO{g;3f+9x9eUD(24B4m5-2r%bzb7}bKvwcz_MVYl*^yo1q*bn ze>k~ju_bGY72ope@~3dwFq`uz7=|10p~fJ)j19iS&jr8FJ^#~8>)azO4kcuycS6#|PcZvL9y z?nQDJsCdY`l}*q8fBr|{(0Ye+7TueT=QNw?XD>MptU%_#Ts#%Q0u4OM!8`x|E;IWK z-|NYEgvH?zwnZs54>z5PvGswxo#Wm9P8!Z!OQUeuh}#N=pFxEDgxmH7zWjwR;O)=6 zgCsmaxo!2iYpBN|$*wafTCqm4S|dsr$C?Y?8%3o7b_GJ}{Ez8;$my$<-fNX%*h|G% zYa76y*RKq6l{mn&>omX=D0D=^y+wrWml<*x^co82NC_?CDpJ$ZVKfP`n5F`vnpH6| z>37>;SF91GEt1~-#+@mEE-uftVS4oBq5hrLnJ3R)V6|Z$^8$Gg?1$5qhTQ5L)zQs@ zxwmLjdS~lqrGftO^?NwJaR;0AB`(iS)wDORUJ$4(vj!^_JA`*c?XimiqBgQke{c3K z=5xO)mbzmI?^QiS8y4UgY8zBln4%325oHA?f*Q`z8L3!zvo_sr?}H?ZsAXIp6PS3E zEtgj~Kfl1^r>D3&Ut%q|uE||BFbRyALW|NU1`bwR93CBGG@qgDYwS9UH)G5OH=1c+ zv3mTBIe^~@er1Uzyid3K_eQ>cz=qL7i7pFGV8FWA2TQ6h^4PNO!`|(pp|+F!bND^< z+U%F8%Es;{1a3jhb><0c%G!yw13`X#FC|c^WmDMh$U@p^a4Ptp)Gek^;fFS20#k@j zWO#=be+-MeWOFY|q?C=F&TZX!{4;s}#qg+K`zt(Zl(xgbEMc(}3l_6&&$|sM zl`_E?vphjGq1~-Ux2;eYJ8V~5*&x$Nj)uy!KEiEoft|ylB_SL9E_8)uzaOZnQKg)} z*(%wi-X*4*@>p8^wf@&By{K_EiRDTdZ@{watWoE8C{6+W_qCQKl%w+;7{wMb$!C|T zOR^Af_(Mxsu+wwKEj<;BS!is8nAV@f-sMzxV+Sm#co_LI)0Zoq4{F6WuydZZa2!l= z)W3k49BNl%1bFLH*Kv83W4pY>!7Rez=dRl@mftxQLt>FM`we&N+$0UB>vrEa@xBm{ z95%?}xj@#9VCa=4yAT#g^sLJ9n?!895r^*{e&8c5A(#JE>v~_{iF@(YxosSnOM1 zQ%d+sTfawZP(|`gbYBO~SgIROa-wWMliG+rf7;1uwU50H7~&-Pz9qRW4jEe=QVpDB zuhSL+UxYBNp|<{r_kf1Vf!*h^#dG-9Ffyrd!ev=t^L*u{lhn$_zqN*>(?#nP@z7VC z``ktMY`fgo@*ur=6hO!R+Fo)d2Zm6&!iK|X)w=rz(mVQ3_|@z%*5TLeY$D5}wzi2e zH?YjI-Z!EwZg?or8|{r64{Z$xMASBteTN~x-Zm91%wlh3xs_)w@$Bfx{Sv)COulfG zamdRV*@VR+HegXx%IJ=iS1q{{H!YOU#-YI)Sg7-*bLp|BoI$u(OqgWanv>QCBa&?> zqQfJ*8k4Y9o5D!=KItK-#M<4~2M3``*=vuQ^X)meVV!OHhbT8oVXzlY&4a_$I(bj* zFbn;6&9hwp_wem+_>yxQ8=72A@=wo$ja(M0X%lQC77PQUJ-OQBB0bL@o)NF&)EjzT z2As}@rmkSz8>OO(c+*zO3IIy_1PG%9z1^9LptZ2{p!Z<|soX_lO$t8``tK(b#la=B z1B+W!%#%%^84E*iB@gG=$$H`xG$U-DKY}mkO=&BOgUR^BEFdtf+=)19@=NoG(rY_P zGF^b{t1BO1`IA2YF)>K++kcDTuR&O3-$m?@NP56#(}@6bty7&j*cnt5`cAn8ibGel zSlmu1CPScf3g!hX7S4Gcy~pxI{_iR(31RbzEZ?zWwZeuuvyv6X=7n@}KffzYZ9Av! zZVOD)6ra95#qDDjJ`t)m77w8XA$5_IBip(MBb!UTs{x8ljpbE|&ARklZ5tSwR5I8{ z?r`v68`jz&n=n;?q8~}vt~_3+w`NI^jg(=g6{?7vpc2nMvShM&HWUP78#l z<4vV^iaxZft6EV*yvW#?N}?^Od83U4IVc(kCqr(B7BTwn`Fy3;^z-Lpk)Na^6+o+ta}|b6Hqcq?N*rEdWGT=~d~h(8WbM{1 z7A2|kDI#q*jR;+MOz8oX1r9cjFb0&hWq&6_nsBXI+`-6+Zg;dwBljW2~>v z6hlj3-_h~0?wCd(D6<~MB9`Z7+2~u0vs8^0ftcha@T?~nfXM`cHU<`PCWApA`4-1w z;RJ_7D$jq#QPYBgZB1=LU1t-}#up(Pr>LVC+bG2B1ohvHAySmSrE;?-^Q#-9`FKBF|Zk&!l3O*i~mh=;9=1HDax7nd$ zJOxVS{k_aI7;Gm5T@QBbAP(u&jJkjkCDkgbpjDpH0;#<^0n=m2-|w_L5m z8khVJ4oJr@4{-g~mvFgi@tyC#i}&uohq8)ra_93J8t$SFZ%@9CkuHF(Kzq79mQgP^bIHNl5ni%Yki!tdU$ZJq0-?#Wr!mJmgr&|ptZ}$$L6eJ7Y*;5#jBZ@FO(JuXDOF-lmI$qD zwEP*`-c=Q~Zz64@OOae4D!WZ=<22qM4)UmU7Js7enRbcT$%_0cMHu4g^7R z8J?o&^v|$3MLthM)~Zw=js54CRI)PK#>a*lq`C9=)}V+5S8W3aX101C0q3yqhyq}C0l(Flj>45%O4&&>DC(*e}<`}<^{ zgKfTth_)~sPM|s&rPG1k8@Ts4g&zv4; z()iX@IKf^)z{^Z@Qxyg*T5=5s*c|J9k8L_i-)i5R;zAt1xW_a$KqCtt#Ta=uJw(4X zP$vo6JOaucqiQnj%Be@b5jJYDH@+L(J~K6;Sl5EEZP_3*5|o7%K~1|_#er;7fu#tr z;UMIQf7WWf!R2M6-!sv>Y(#oB_lY&`c(g(gZDk?i&&};3|HW-2Y0v!5xJAWuFI;6^}g}>lkeTt=KTH5*V)Jtq8Pa_ z6P!x9;jPK|>Z;LyC+d1*v}c|7Nr>qz!EDawhQPM~^Ld2HG?g^Bt-Jx3Y`bHmiv2kP zyw+%VR#H{6D>OhEjT!TX{ctIwtdr+JW>f4S$Z+%K#D>6~F+4PZZY{$b!{#%vNjjhL zA%nf~Le`c(HeKIUl;(wsh_hkH)*`Q5D&6nN%rUG~A0V414dvg{M?IcAE%Es2ca4$2 zts)gM9vm-*NNtH2iq{F8;nLaJ%;J-uKO4IbW>0XC-?3(@S?ND#^Qf~{{D4-wAPyJW zz-)C&o-tRN3UB(Z>9Jj8XLxheU=rF1}OF5$rs6-V7zun;OP|o`00E1aJ)F#pM{ku#zWKJzZNA>`byw#mWwkp z9?y_vGX#X8c7al5)_mV6A8zfgAVh4nDg{y#0)Pd0*LdQFQ@uGrrJps4F`2TF%GLPG zU(IMnMUzE(&qgC7ii>3d8`?qsTze-o)PfPSNg0h3y=#hC3+?{uJc_S&z#)9&N^8@U z8&K)nOnHbQYSH;I##HcZa5g$|g!g{-WBjlG`#-^pR~I-~9OL?}yL$dAhYRZ&Y)q<) zJvYJc$>ICckjvO6{CqfgUaqe2^7K^A{B)Az_~h7RpRuJwFe!rh(mYce0idYxD=j%A z0BUEqbUsj5iU>hd#TvD5okO>_z&}e4ifudp{v(!E1k@WZ$ zqsi?f8!K*QFP0lTeMaf^l~LIRiVgPnFVFtTsKwEg;ISA@McYwo4RTj`1BFK?-4jU!Kb;@Q`Yv2SfRKf()1u#iEwA+toeEkcFzz>#1jKK9xFD zo4mTi`DKB#iydBFUf{*q4(C^aY7R-u^_=iGtJT~xR#z&x$m~cQ@)|qJ1~&XX8H36g zz*LK>MCZW(w@wq|XmCM8`=(Sg+|Z{X`o+kWIIJCc*Rav)*v1B^^`MfwP@CPB%OhG~ z%ALORz@rLzpP3TZ79PFZrgXkmc0Y?d6Q&-)g?zp8PW9iiU7aH#a_I7Fo+QE?aV zkdI;kF_$qAZmhf%vh)i7yiiktHgX8&c6z(lXO zjtu5mxA@V!KM{-Vi+|~tWQF_opMMko=pX$<+&;R2%jFeLFP6ADy`g7PFxx)xx_`I> zhk;K&NZ#QNRpX8^fue2qY>v>#>l%b5iuy}1nl9}AVbTL@EP^k6K`xbToZ#g6#28b< zA1fAuJrjeSfIV);8;iXfFG@E4+cma|v+NLa`zCpua!gGYoG5~-cL<8*9%?=nn3P-O zV*UaIneYdMQwgo+5HXd9a~y^Hs3#2mUrNe5+kDbTSnu3J)0>abzLdr{lyHegAQ%JhtnqD%)8fqE~_&T#(pF^U&2 z5T9=mcM-xHH*uAOxDki)=5j(?ZdRx+HfS!_sIOk4-)^+wWE0B&z9zl3+#+xpCv%*~ zNv`6P$7QGJi3q#U3dWR&yT@|0jARKdI)x7$o3UzJsksjKa4Sn#U_q{_K8FB?ptl&u z@z^N+t;w6{Su0A5)iQy$dy;+Y!3)+VZJ{My(GSd+D%uRhR%p!!7W)Q45n+sL$t-_7 zPee&2Rh}33jGJpEFQjTbV-m#a(d5<^LvbGaB{96LHYjLSQ-|2CUf`o|Kf~GPh3{#4 zHH8W$gkpY|BiZT3brXn$Qh?zTD6*FX4sJT~kT`c+3Xgtz;K*?{l z-l5+VKHM0*m;OEu=P1vVwy`u1C>#PE0WW%f16{Q28>)H#I?t3Anm9#W`qY;L1;OJu za2gqGlLY}`S{`>ps33jlWm)3tYKgP+3l!TLS(0P3++e-g;o_=Rb3J(H#XDeBBP^Pb zjl2Q#LNy)Ma`hU9q<_RPzgacKA8*d*_)+ zi$&db4vFfqzFI4no@e^Wja!&37AQFU4I(K`G^pUym&G=eQVLC}&CLM3ffIJQpNYEb zYE-wYi%(=X2e0ibl2E&~CJsF^)rSfJFq<9VYhU>?W~lI~Pse+8T&=>@DEy4ATCX

G%{Qp)6o;c3ruj%PDmK;E7YE2Z!cz>F&MkMb6{p-X$S>MP z?o01%@KJ{d(;7))a8DLDt=_Lt(A}y^fMp1=)6yQ>j*`&Yo((My3~U-HrqV1qZC_)x zsr@YL^qdE-!cb$MW*E_DFMnw0mH=pg%-_`-^Ipvni)V6kri&2oymK9QZ_l-fPNGgQ zIW|+hihus|OO&e%w@xHFJ2W(iUDYS%hA9V3-cB||gWvo8-@`{AJwTdIaQgfO^3hU% zy@5bm2hh5`4$htlgZ(Bbc5V$D=GvDbydxR8dgtyNk})%$jHLeYWG1x@RRIfTmZQb9 zXV0ujuAP+>*I}QhR>NXJmA%1=6N|4pAff(X zgju>qMv`~V&3>!eG8Q1%GR2wH#Kt>6oZ~9kq6}&@X^8N6tX}Kve2L4;0;ez5D9aYB z)!J-3{QUX+D8t+6|1Ih5UB8E5*`sBRT11N!eeCoccP6RlwwAE9I4~$N?++?ED*wDS zdJJ576KsW>71g9C*XB5$%}_?U1_hy_se2@o9tUj9^A_{N23M=Km@xc3 zc2p(owg!DB_=`hr%H5rL74!r9pwmFPmGxq)T6mVHm`xUXPngKSaG^X8k;j&3ML?e^ zD?}^OJ;uhrs<>pU6j@uM$3@ZNAB+%#b+mo8r5e6YHQnBndNL)QWcx6Kz%$TxV5Jhv#dK51SS@?H01mE z^6UanUcA(2Mr%bNb;3l?O|J$%F%?iSH2tO;lI0<_p>8k5YHXha*&%Gu;t10`_Vj^~ z0HVcugTt|#qk4~srqUC(XkZnewfqS=BGsOL# z^~0exQuZpwPe^|F7}NO!eEy4vxP2oGBzObYX2&>v{t?1p>#>b; zJn8qRl_P2xy}d?~+(g$Lp=%->#1*p9Il7Yr%#S~Z$@m_&+aF?*^Y=8XEPv1Aqa(a} z^~w{)Y^X$~AT2?P1Mg#e`HP>!@BWSdP_ckK#ee+cpW^TR-M@?Pedl}ltH1qMvEE$Z z{OT3fCu4mFioApkfOwX$uIJa$?gj8RK(E|BNi|#NDh;M0sXnAy%_s1^6Z>`2mP@m9 zxI>f*bk~G2`6O zo3uiC!jXZLBvp%g&rhrcIa0e9dM<1qy2NRVVtu8EKSE|W(PNQ8iAW;3uRWwZlw!{+ zmPe_qB&S+loZA*w#O=U5oRk^{26hs$GB)D9AVs4LxhRQ zm9hsG9oks4aBB@7$Z2%wT!Bx@;sbYO=&;gszCgL$$*;@JAcqqNhf|cxCC(l^MRl=4 zD8F>2IGfGo71rl#P0HAx@WJ8)d9!?9mqIKk*aUT!V@+9)Cd4g*y3t0Xl|GaHqp@H; zeefD?$A+JmG>0L~S3Wqrj^?UFnK0t4MtOCCV4Pr1nfo{g<1XhXH_vNJzhK7Vg^gUV$4ov7d=^PIB)@h!Dk zCqkFE!3!QEYEt33>ulquIgUv}g8f!Si=Z;(7z$Iz+4~7A+ zk_Kh^*feXlBtf%UI36 zIWs;%acG2JzAANXgBxz3C`&VWe67NHU05Vur|rDSLDe7-GU!?N=sX5Z ziU2-WZuJRVV#iqQ`56ECfAL@9U;N{LiXZ*pIihH4{_uewuJ}=I%Qm^_RbZDH?>e65vQnOdX*rtzlcQOI&s}&M!+n8|Fa`WF<=D%%F`9 z>y#g{tE5Jg{GO7;_4b|Xm`>*wrMoS#3S%u*D5*AY zbftSrk;NR~wzVYTycg=7Sv#nvx_kFceD!O88K3^tFQV_qh@Sreg5?IF?J016Ntt0w zwbix-)J9n6>$=p>w#B)Z6Twd_VYhj%Ra0C%5ZDHaNv9+Kkfg zgdUqsfs3``foV>4*v1qM8b~_e z%)QUOdxTr()2JQ@Glb&|hw~G+FdD;1N;|4Jv|%ijJFXwL?Qt-lU4dF@o*8n-O zb531Zw^7q}{zK-4NOPQ&HctVC4eX=V~w+L!n! zdXIXnn;us$8hc+O=i11gW@oavL3&VZ=gs>dg7pYw z*GgsI6uTf_pbzfh{KY+d_xm3pNz)vtaPci(seKmOr&asQ+D@f%!{L1wACm2#UZ&#JJ&HKW@5%AQNb&B;XB zd9!Odx3VKPE{lq6Q)b&KxZF2Hv03BM{rAyU1=5rmv15$#%m62hUulXxWssjq$-<4k zYf|oy$2f^*D6h>_u<|mcT#ZskYbpuZ7+Fk(B9IbI|05OjLw31QNEQFYk6WZ-i+2*G zTEHJ8+bS-kZ}vWE7S@zg@sncav%FG#DI0^CnFh5-nn!A~lk15NmShx3Vpwf=IC}H0 zO>;V%E^>m}4|$DVQ0hzPwm!`yr{V9;frJX?&K_?1^cAWlPl(Y@TR#Z-Guec?F$yyM z{JR>Pa)%8YmHHN1#;MhOG=F{Bo^lK5|*1L2Ji)?g%*JGk9=o zZs`|1!n2j{ehG!G&%+%joTMrU@ zB&mbC^w$Y8YG6!*4z~K;HSFkVS#rNTn+f`i`JGFmWzl1nv)t!zu;E=|Y$JTl{G#pT4Q0Xv?8=ngiduHt)MGr9M`(Vrv>3tWavUcbl`Z zca|IfnLMjiESXW$hP-S7B8%!0EqUMzgs%y<0%K|0?~Sy3t<}r*!*GcLN&aE63icsl zj+a`=YJg{F(AcIiGkZkJNGTEFEhdt_RQ~Bz2W)m`_2IOi$uK&H(;oBrM8(LnmxU#R zV8{^;JciOE2if%VOriWgvUHX6^D}(wd*8wD{zrck|L`CDYpiQyfTTlF$+ksFCmBj^ zRjKGu@fI-NT+au8ujWN7MMoHSI8I7@>9E5=_U}{u`5Arl`)ByZll%7W#N>x8ZG+3E zPV!;KO|bwod&!6t`#fEg?sPWZ;}p}erFHNf9{4w{LvKSLEm%<;>6|Nz zjfzXzE80Px+sOMYRSk?0qv3~!DYfixb-Ug30s?L0Y10F)uGV^}U&r7!;#eD5a@u`8A++2q0) zB$nCiF{_!7mRzMnC4GnJYO%j7LZK#V>prf9jcb zYz_Ww!h$fWFwan^LTyAPPkJNrPncRX3N3-5F+gDwjZv&Z6ie1ON7z=}Qd3qOOFA2Z z(6w6kR-Se^IWN{SasU7z07*naR7_A&$~})UO(ux52rcu{|3ALoG}f~0ybfDuK6id& zy_$PqH_7fMMT!(>QY0lxNdO6oBN;)E1hz%P0UQTLoCFe(Uv~Z&N%SKL5@cdx3qh0! zjv+aU5No2yCM8N7yCqKD?4i11ZGy@Dif;6txn`n3ZcXzh8oH5xh3Lh8CsQ$l!6>kV z7rN1pNgeN<>)A>pC*=%ki^rqXFlex@mMEJAZtg47K=-nAhOvB|0i6o{2+4SaD>rWm zBqCELlh;V7I!oGMH%O4_8vzL=khEB?I3y#xV=bV9go2VDTryPT6yDA^75Xw(t&Hu~ z`VKT}G=$pO8e>%_c=`UZ%_>{ZMfURi@zlg}y{4?O$zE8^(a=|d`#^2}P*H2%716kd zCh@UmMCH1|u;0Vp&IntRzSf6tkGL^>+tz{BG(9Hk&%O3D@+cqV6uPJru<6e%H<=*TB{(a zH#?J;QkaIg_V`U~Z}lY?Sxk>nu9x!6XqvG=cS<}5I};rp+42l^Zr~|t->RG3nXNjZ zVlP(+Fw}nI_fW@MIB9nA;BX&DulZQyFW{&?!4)#>ye;fa-i~-Yz;c#hjdQf6nO}~* z5pIq5usceS6%TPZdw^+kgp+)Z-Y`bxFVMD3iAs3_YMr9!m2i06Zt*tUH=f?`P?ty%IF!q{JmFkR`szJq`3decQNlJ*z?|tcfI2S_|~_d z*C1ME>gZ|D8&7uesi&U7_Rc;&{GpHFBOm^tqL07+^*_UZ^=toF_wpb9qkn|uY=M9J zPyQ)hf9X}c``PF4cmM8xfRBFs<2aq3;aC6TUx7zZiU6EfnIBo>2ByBZ@uc&dCxM+E zk@J@`lWXzleb4PPHmqd**2)$gYPwxLg;39Rc zKZ+!S55;a=&5xYNOK5~LOF$kP?`*!FE zz46RxI&c~sX~=mVzLAM0VFB!bgsnr8(Lv2WdURnC({jrlOdu~03dym_5# zkyoo?6T6^TJ5o2OkEF&uu&ESX;z^J+gDbzXGMJAYpTeCiNyy&6Qb;- zWAi_z7VOR!DA&0fF>VaSVktAg^>mK)=^55E+&Q1hb(FG;f-cdFkyAtjY25=+oE2^6 zv?4t8OakjEL$~&7#KSG4*Yf9J@zj`uxy#Z*!(8NSs$!ti_Hz@rDPCx1EuPb-xtwVh zY_Xf<^Qko4&kU<%p5sSuqH1Vu6qr6=hIKB2N|~9p9M9b5?IDzobEU@BjB!HI!>Y#e zHe=nJN)2dMTjOHTdoA~7vn8`Ea$iw%J}Td7S;EB8M!7se~aol-uAFth67)!-7H{!;zKKyQKy3vDT6Qk58mledk2tepgpDxSAZ?&2k)%6BwYh!-QrYC6vI&ofA$=IqkOEsoy*@l@ z@i~?3_q2W~kq8Idl2Ei>nzP9fnqsNjk zeC-`dK5@l8V<^4Q8E?{qn{neD~d6fhYIREyjrkWeFq6rYP2pF+hRt``tW-d(7rjjPNb`ly}&!wo8 z7QrSHLITCvN?&pkKQ6(`lhS}}G=b;!L=$I2n-x|(@yC;8qfB8-5`kPUv(v7Ju~=nV zr&LVW5spvRcyzeLI`idY!I;Q&6kxpbEPn3i{}%q>_x=w|&+cz>)s;)#(TYPeG-jP- z6UWdc;snm{&Oingk#1@~KYfTZN!|>6P}+%%(0m!1Qs>G;g}VOO2S!_cy#KxL!Dl}G zDO|sP&AeMk>1L#GXs-WlbBM*s3}^T6qBwd3VLLOOa(A9ZHTJej4E77>91%&fms8$E zpQX~1vpzS#HnQ{!Hls4LEo&?mOU!5<$;T+P)B#Rpx6{6+waSxc!%ap)>|r#CF`SGf z=ONI+MvQ9@euXeLsRFU7&CcRt?L3v5RSWKK~r@eS%=tppuk$0nTk_GN(HJE>J=0-2lR2Ih{8}$_lb8@{C0NoYi8VpXcvqf*SuW#C zGK9`gD=g|3XIY75StAN&*gjfgXEGL;s57*+)EZLM>5F8~hlerQH1b@k73<3QTuZ3R zU0rh~qiCM{qv23s9~pE?QD8$(&@K%yn)v9a6EyY69R1h2kG`n< zh2pcBP&1TqbBopC9bjH*cqS9(4U|;+|po!KOb4QIR`YWm8G}z#yayA6}`@J zdVGR44bgp`c>}D2Jshp}@W$~D&etKbEXRC(hOC^?WC{N6KCWEZhJQN1{BDJzKgKxf zW1RHNFfSbAwTE9qSsr52zlnRZub~}L65Pjbk834ERA)$7vw9Jh%~fFgU8t)ajK?<- zmp2gv*Ri*I4`(MYVX=CMWU!6fk9`Eg@M&BRpMW=?;o6l6){7d`!IKEeWBBbHXLW}0 z))Ppg7X;Gp?(O3PAN&YD_`wh3si&X9)?}zC*Q29H_@mGNOZ@h4{WJXFrI&H@#%=t{ zul%Q~egDf}`_J+Ar=P*!`Wt^6KmNWC;F;&15xBaXukgw%uLuYygNc*=x^kL*>4dtW zQR_}4&(*lb+Nj+*$2vzN4<}VuiUS-dP`mzwl1zFhaVV@f#|q`T#L1%vS~qQH9PL?8 z5K=-Lr{E|d7 zXbNe^N%bk}))mvCCWu5fi`tV$a(Qn0Tk3Ojx2e+%i{?UXa!M7Rv2;{TkfWlC-H-64 zuROpPzVsRfg9y9310k0dZDv})v}cFXwd>GSQj^tQqeFrdL>-JoK_hb>PC|?R;}kD) z8x`qGnr8bJwa|7>?RDcO+BV%ZwApt>nTt_!V^K;g`h&j9`L-w#dI<1(EzVVS6pr4`=r^un7OL?@)~28Xc`$N7z7da*vMps%x3C* ziq)G-x#*Mizzu>qMlEF~RU`N9L9dT~TWiuoz$%wlfHmf#I4f2y#gc3c-&hBHj_3_R zGbhVQuY~5S;SO8@O+b#oz=%M>z(4}|F@(mZh@~$u+H`16!7Lza%jmQTxuSMLj0g_; zeMLC=spo(}7a1gqoXJQkm*w5K99zYgxeeH&NzF?F&VW)HUC(sm+JtM%tj`sFm>H8n zCMzypCUCT4FH+=BHlWfEtYA`q z?R*$Gt>YfUX$)Cak|cR{XmGkM)5@y8)D$}ey7Qr^YAjjcRJG82HfaO`cmTKd!{O6WR0 zL~dN4AdL3K=HeORxqVASSEqFj94)_b&cB-|OfPZy))t^7N?_Z#_|e8O6apD9S?r^M z5HjMVi+LPkvc0`YonUfApJrWgidB)j{Cek1-8Q1&8QA1+^q_DNsr>b;ufB%Qf9X## z%xWAyyo2$!FIf*8pxuKjIC^D{*&-E)W)#%g+?%PnUe%g}t6b3Em2&Quq48hQ_p=dx z?(sF=)qh0C2gQXcN=8W2mZE&Sn9kO8q#YP7xBIj<^Q;a= zx+L4NL89j<_`Xw-m=W;C^Nzq*0j#FL%4={);6>(mtqRq^`38~W61xe$8I@HA{q;L+c(pbRJ>+ve@RZM^IN|(K42CaM+@z)QHCW>5Eyznm8SzaZz$uCc&Y`?g&V8fdQHfrEh4Cna zS3E?MRS2EuLI~!Iry3sYjCxq-3#_vxK$T2nF@a%t3l2gyw<4#Dwv1;22UNhW$jWpwJDB$O_{5#9DmV4=q+##+?aJMRNFW{1kN< z;bghSXgar4gYjq662* zVl_w1&zJUf2k61Ty^1L|r?Z7vZ&}=8He29yy3}6AW*=@az@a3)vQE$DIGvdnflcCD z!~{j?1rfNRky1kf2eLrF=hxM%W7P?))97uMEehRNOMtNGVzTN=u0N3z%+%5#K3|Dr zZP_@1oWkTS5s27!;vpSGZvVRg@B-hiU*VT-_`@1wrM0rG7HF4qj0OXN*WDSH^tTWW zN78mvQoP{6uQYii*|lEnOZHJsPbJNm&6hYiJI6AoEN>f?e+5Nz4VAx#C4Ag@c!I@x zj=G%dXUyvoYe;vtc3xidFc+z4x&hUdD{3&8D#%tvQN9F5yZtGuxN9jQn zV4m05AIIpIYxrf39vN5B1cU7x82Gnwx}GpVQa%pblbg7*a|83)F?M%80fckF%Q0Am z_{jF#kgOkK8Tjb!UdNkBiNoB-_Vs5m3?8Aso8s}k58*xUc@j4tzlLYt^$zUs?Wrz# z_~0JC{?^&(dS`SWkK+1v1V5qu=vF`F=3S;z# zJBa$jjSSnP^xn5~Eu8G{>p+)_t!I;bxB~?a`8E@qSO->@X>FbpR;aMJB&9(yU)297 zs-$w+=|+>3t6)_-9<7-p1upiWlIA~`A;X%+T5D!Qb3$ni4)be|j~1HNpEC}|^D!Du zur->P%V(M*%U4*Oo~l_(2dSFjv^Ta%93#yb-%)xh)GVj65EZ?a7BbNxyI$A0cR$0u z`?=GE8d}Nboml!io@-H5)E1Sver*fW!zrexbD??teuB}cFK+`j7PZq@#>xwgk1!7gQ|xvzt|TQv6N%JEdbAV(QssY z!09q&K-R!l9;`7A*3%jC#R}zYiF&a_O;fj`gwFn+@!5mA;nFw(q`>dJ@~CPK!)5p;=dEqdrgS2 zPShlkX4od&|N9no#KxM^i?T%<7s$P(>4#vnHbuVdUcoRNsqqiISm=M!mKYqqiLhz0 zKior509lyhXuSZ+B_`)*xV=3>+>4Mci%r$v#UXkfmE41K7>5CK0VCLk*x%ko8fV&= zvc=pr@Bw0Hpvga%+rM99Jq0Y^Z7$TUsQ)&U5L*G4 za>L!eq}VgcPIySOU`bMka;Atl)gw!R3=Zo4)li2BDNi8)LUX#r9&=60MR!OM^+)DA z;nF$G?b|Zexj)iqtEkNgu`K4SVub>ejwe9Kc}QrK(^_Pv?o-sc)douN;AfWX$HnMK zdy3j}jZ4dy7SKksqQy$go7Sy+%Xx+-B%I8$$tLqbNN`oVh(}Kav_3oUnak+aDwe?= z**Z?*VPZ0^6A7ib=g}oS8JTZJ5*rYvELe+CLKwJYfpX()s}@AacB#zng6t+9c)fw5 z#<&MsPLzv#a!d=)0g+}5*?l$6;LO{Y)>-_dzcJrxT$Afvw5V>6EJ5!$HlX~=REYwH zy0;F%Fyqw5BH)4uBQL;>TUQZ&D}wJlW<;5H&eM=a)f}`fdB9BF1PnI7^n8jhJpbqT z`Hz1HyH^X`dfX_iGb(w4Rt5TeR-*~2eT+;ONFyh@pSNRyGRlY6d)3&9ON@JwGdz6j ze*!X=574Y0*j1F7qY>iUOW+y+kJ?3^Vi+=VUbp&OG>cwl0WZm&|-JbQO8}BV!Pp#)M%GJ z+6Ax&VDD{os@UE*K6gi~*G-3h$j703?~QXaf{R3(w#&Q5hFS{OX2QuLF0R};>W61| z^r%ZxZk^QTt?#INM|sNT^}S2C+E?=@7i$88ZemJcUr8crigQhb$snL4lKTc_PUUKj zN@v>|2^*QTffsukgb2V5L+wLB0LRj>MwPkKWR3X2$|P8R=u936no{D&X{ZfIuJsdS zdlNA+$Xa3D!>Rs!n%H^MS~O*@cv#O&UH#a+RVb07R3ls4@AF3Hhm=-j&L2Wq+l39N zMB}aPxa z#VKTr!ndeIf-*D&uCq*uS?sU{u4Z=D5VWu26n9T&IAR0d0$V#4`@L9^F;uyFu+iV8 zv4>$_xQ9M(6t?OQ#MmYChf`6Wkz&MI#H&T=G1VrtTF!%V>jfGNI1#O7NGLN-n(OT( zGSQR?T2W~z#~~sCT@D?B{#^H$%0B^kyieTIGc!;&kjqvafe#va^WO0?(jh-z)slk{ zz#a|zwqLu%3!c|B$_SHIwPf4v6-@exT1i)Q-<)rWe3Wv^g=;L&%z$^Z7I_`yzF!C& z7*RSARG6d@CW8n&J26I#hjnpx@npxM%f&3IQ7z9^+sDp7pp%?1rDDE{uqZs7ub33D zgB-W8^hapJtC+3=%vWoa#R;TKl7=dMLwV6w9RqtvA3%p`RdodD%NR576mMN*WxcDt!c&aUfxl8{Ru|mT!66o z!I#$Jq@1al<-)d;CclX)5+qQsY@ClOt4;B8>&H-ca@>G9p4b?&oX(zod+ zY%;C0n2|93)Uh>vbHsE;Kt$k}!+mnT7Tx~rWPy{T8PqQHEfV?oUcwM{hH z;zlN;f%(b+}a+W%CfFMDz)Lpn@t!N#Wsu~24NQJvx(^}FG-Fy8 z$je4l7T(7wF;Y|Ow3no3al>O1N-)B6%!<$z-oDd}cb!mI9(J)emPOe((=`|EsFQ?j zh}fuOXq;rxInlL-jFvW*hBq0)pNufLaScP)$Xes!9(2+zF z8d#3&ojI6ibUIA}7&S?RuAJk|<1Zp#ytb*$g2@QCe(@KOBwPBozMK39uf7cb2Y-P+ zpU>kX#p0}Mb2ksEk3BxcM?dycc>c|Mc)lhn^6=MPla?&U> zwz$9RqRoNzq#3G#xSyq%H3vp+NDDyi;!IS1(wipOF zauY-r+D#YVlbiG=u!tpsBhnS87U`I#J^dLQ_E7p)1Jby+X>V4pc&Ig02@omu+%a11 z;NYrVTgMvdTy9NP(KRk^zpc9Ivz;M4i&`fWlc0bS4o*I5i`kXxAZqrBj0Q^ zcYKkQ*R|(Jcb;QZIABsT2j9*+NbjBKwH|x?Hm)A*;k7q1o0QbXhLd}^^BaKt0q$YN zo&W$K07*naR4=>^xGx&;Sz)%GqE38i=<8X9d_F_7Y%!ZRc=Fmd-gdK(Mj79}nt$ad zlYLe@2|{3drfAa36@rsi5)rR69!1Cc>D;5djge5-2)11+fy@&xHMVUhbHH1^ziUJ{ zEXB7pjTa5*Te`$elu#F6dWqh6@xnj!p92Tn`}l6}veXH06G!@2{mZw0s>{E7>*w0w z)$aX%ge`ID^}Vi1zw{EG`waeDN;vOFe&u!Vt;WiCFWoie?!A>pbNOCf3Rt{!eSXxo z@e+*XZCZ%8e2e!(_viobDs2L0FM}vu3d>u**LU~71N^&RT7$7%7kKd65hmp$rMehP z({l}`iy-qU>uJ%?MJ&^!nXP=}S%l>xN4c(0EDJ1&hBc)mm0WimnlRRsoncIEeZ*!l zMBT59zDzSo`l}?ymXW)9ogAM!i_y2lkHSXfSwM6w2)TZM>hltR1Xsfp0idi3Z1F_poeuG!z1vTqj>$PXpCo3l2bmRPI_ zAd~s&iD^`Mu`!FBk&YWyOMp+Vp&FUIWNOHDmh!ToM$oK~ zM#V<@(K@!+&09lM*N1x6Qw^&6#`1GAr|y4UoG6(}i}@6F(V{PjL#FeOel%XW!1|OF z?gkOT`F^3k>hwVLyZg>govnAj0JKI*WkpZy2A;Kye=XKabF^Qd;?^X@yTb~P zPfxHI4)K+|kJqaR&2XZcljm#@HF$V`ihD196<%|Wr*2%u8+YD~@4xf{?%unLmw)hm zeDfRMz~SK|WBhV|=_UBoCqIq9{!9NRUVi!e_}_oy*YWxrcksmHPvf({{C9BU;3{7E z?u+o-Ee$U3-FpMy`_6YYc~`>GD%Vtj*pp+|a72_Po@5sD&JFG0;5 zBNTZpO%hhA?>u|(rao)vHAd+hZ0{nXX$)z(H1`OtFzF`FYN*`w*A42ONrZiwN0CGN zy%6W88IBGYSS%_TZ{(#-tGQrTjKi8|Sj3W5RpY2%_* zd=;des%wJB7(XI(h+W>dhjs2DRh(AnsH?3IRUS^%c2mE@s2xHSp7_9(7FHpHg<1u2 zEaNNFZYr0wXfzc%Jvp>!sg(2a1jBxWY7irn(Lz zr=xM|GVE&|5VQG88)4&`dAskGB@bwdY|i&Y(YQ%P%7ye~Xv2wFq`y~4n)FC4?)yCa zQZvP&jyKg5(~1azNsgW`%NHZw_7pXClFICpQ$ zUTsA~(v*)=&BhgxPQxfYDp6bC(a+t)pmp`Ke<{R(m_I`N#qYqMzpi3UPWHV%M(_J^MB{yzF3=#PG2@HhLbP5YR%Y~4C^#p?+SvIx zK6-$6$9+8aj<@5rS6^3D4-5F({R~|h*mjdIKD#VN!Vr_k-j4l`eAuEeJxeO^U2}y? zl-$jFb`lRZX8m4@9%)C;xGY<&1eD2Jg2e{e4UBAZMsfVijic0Z@rlY#ol|2z2r^fy z4Ae04pp-ih7^EbEx!I&*(w`&LvsTL^pJ^4^ zLnu%3T(qCt65t{6u=ve(WQm+8S&o|nO4;4#?kFtZF51x_B;pJ80&)*w2S7=b2Mdp zjk@WkRKAL488kLVRj(=n523C*3zVSt1yXY#tmJHMv9U5jR5pE}X`$z23UK$;v!) z=L+h2Acjet49vlqi3z^>pm-bOTi@Duzsr{PusVzJXvyN$%%VJv1)V#9OZB+afp3~~ zZ_~Yd7tQFUrm(#Pm|Z+fm)gaSuJ|L(KM5fV~_;WhR?GWhmY2{cXz7E+w|mE z(|BJ%96`cBI`2NCc4>r{#4^;I3!rcFz*bp{N%IHVwUANdU&eT ziYhO4ektlv#?7Tt2mFpn5Az=4Yjo7ywzdYG&Hg+KF~X zP%=}U#<6D_9BGXPc9pp&8dHSi?o!P&pDM8vrSE#W~|AjSm z&Ajw=t|3Fi7}(WP&s!Yik^s>_mvSVDJS1Bv#QI<@PLP+tHmCn&NHw0ta~A6gP3fs7 zO;Stg88D)=w-kewAQGFYaXLrPFi;dkHndeV}0{cO(^q>xb|D|c1^+x*OkHIXN)0F5 z7OUkH4Abt7LJVSesKeD&>jrcE{3gfZKqhJ|Hd6f<2QNywN@N^6A3cqif}6NI?PHO# z5nOJ3x~$R8 zc?Gxq2=5+T!PlBTYJY-JZx4?hyc2EdA&m!kX6reWd4;R{SJ6*Ls&}Kr7=1++p(LY} z_1C(QoM9(F!Q<@`&(ueFf?g&5052|Me9ha&QP>l^qE~PzMP^5a{vbtC__&%shC6TE zN4}HcPyXaj@$0|--(tR)>N%3++Zj01ck44h{WJLKpZW~G@y)N|U;NI$!0UHj!~Whr zKKnO6i`zGE$iUk5ANN?7E|Q>7?D@2j$^`wdXpwV!AVPb z0Vea$X=9pDuTPL)jHM6_!M5HA{qYXMxMxxJ^a`NKx-*omJ;#0`+mgL5dK;j+J4K4x z;v%h1@?2V8fuJ-~+}b4|)iP%FY>j6#BU~!>PYqFs!Ds}pKUCAtCxi4}QBS)JF*jN0 zw4|E)y9dq-jn-vGKq20^bA;dj{g-g>frrA6Q8b2t({YfLU`;To8RLBS1ZO>0dgBeuz|Vn~ucGU_0fOYHc4(P(905SZ(ErHQ#6agkU<0SezS z8Cb|wjdF0=NK@lRU0~_-Ks3+ddvGyLws#aQ(Hjo1y}gZv-(q^YGHNL)P=Q6qB`mz@ zDc}xd8gwasivU5fRJ>#YN8G-4+Lf?E4j7iwsD$y0~`zl zklwN@n_M*|_i-LPBmy+fS-x#9724K_mGl6RQJXKxNOt!%^urmh{`)_T_J!}E{+Hhd z)@v09J-PwYrFGDt{raEd7eDipciSjA#I82S`%n(duFQ5t6db~-O{={qRJ690pWTQC?YT4qQlny+VWhYZjv*qT zhcq$1x151ZmrqSyldq*!Z5_B!GWYm=j*{#V0vMcD7ff()5qQ+3)5n0ODDGLaAF#2h z0BLMhAxBp`L(Jfkah&`LebZ)90ub|Atn4$i^8$5{iRxt_0>mgF`kxMaVpw_Au{7j# z<}Ql0o=?(hJ!huZHB9i#86cY!E4T_w`;h1{YmU@ zZ>dpxbaaHnM{mjn`!B!uZQQ+AWBI`w_}Nc=6vzgU%}G(XeKs)Dw64$7F9K(Rn7GVq zGl%LrxyCb=K`R<)df8266W!N3m$!}sprW+%LvUbU*VwiG#mw5GAPtzYLZW`_)Z9&d zJ=dJKZWOG&VH0@Xy>`3tim|P-qm|pc`4?kn`x!Q!{bsyu-`lj8q9ZRp3og^*JK4(R zkMNd8yxoKfEP%7p_=H`mI6+n!sa?p*CS6dN$Yu_)|zwU+>)OKB#a^Ko*Y zxpfg?T@r~!$kJnp-N!!0-VEOKyGU682Pvwx@>4MyY#~i4<>@KrGx9Qoh%|Xk0-#z} zX!bpouSadEDQe{+8-vC}MS6G^h{o+#DcY)ss_bKxti4%Ch@+PdkxFVG?g*PHmq#&bSBL51<4#lbec1u7Y2 z#({rH>u{V7)kC;#1EO2t3E1kuQuId5ah8%*803)fwHm$Vi^)H1TUW%&~+St`FAC zOh!-xBY%Wk2Dy}u<#~)eYsJ!7EmxYXQw~PPEPY^T4%f8iiQ_eEG(`@CeWc-7`wwf6 zN}gQCY6_biK^3B6v&rVo_b@xPdW!q9?~J@-)wC-#h*5T4H}Ze*#GF&1t^GI>Xq%O5 z%;yV%=1V&GpJnpKi2?)dd1jAO(y~iTr{^eYA3f6fhkcC4W9;qjnQxSa9yzL_#qFyj zc`JBM?$|h{3_l|s`bo#2uY-Z9zUsW4nDT;ix3&V^hCaf-cRggFft(V4%t7!612c{Igs%{ziJ%L2w==HDe(t|FyzsUP9t z@gux&ufeM|6RBom8z#{JJ<4(TOd`c_|2q0Z^HDgNuW`J{&f@}m!C)T+wwfuPJv+ruL~}fbsXQ=VTu$&Oc^}{PhFFn_$!D)wOK#m8 zY{~PBY#k=7-55QC*RwAoTjluT7r%Zd+~XP$Wuv*{Ge<`B_^;hBJzzY}lI8pRvwo)|I?u0U$>*zNol@DYT$U}d%DseW?W$2TRhFGjE zce|CTStLUqH9h14HJ-ZxW+v86>50rKI*yyO16LZSc_#WJ)F?F9f4GMM&XCC(a!>lt zf)9zugLAH?UmIdU_wLpVpZGKJ_j#?2xR!Hd(+QicfoV)9W0my9uLdqD|VMiM<-sz}zwQy{>Wgv2l|oHJFD<>&nE|#gJPp znKO-QO#9V2=v#c8s~R=XuJwC5%6E?K9SL7rcP?16B)Io^J z?Z@%#2c8qXyz!03FHld7zav(3-T+S4(6}TD#&UJdJLM6IJA^fKjhmRuES*pwHxaJe z)(lPbcTMYF+fo?#oYbof#}6Lh^auBGcIO`I93DH9J|5cJ!Zm1d5Dvvlr9?3CO=M>@2GiXJFqLHQKeEMsAco5C}1Nh!#&cw6f;;O zTdrhQC3%Z;cJ=Z#Lgp@e5U|MW!@bLgO}4nP(|}8p88;b+i<0qF)Jie#QWAXh_&LdX zp@|?hoh(ROn{@bLv}w-Ux{I`I1-|N@1}?{*3<|z4B_8vY-oL3VE(?Xpo*3I&=`&T@ z^Moe*mJrdI9tMtWV?AW(CW%HJ~btdE{x?fTr9F1a-*1d-_(@!k)70{_;(^K*Fi9RrM#wF=?m=@|d~x4(-2`=9-e^rfd~ zC4To0zKti}ejATppCC>i6E987GRl&iBtgbKlnseRP}+o%Q$m8B1eiRhELZ$QgK)5q z$-$2sGo~?QUn*0XDdt!#W?C0CbY(h1AoECT>^do)=Kw&NBGM==vUSeqkW|~i#mseP za(c$C?6o8VKeU7c2i_T}$^rJC=b|DlsfW8r;N({3gl-@MKX1qAa%in-%;^o3EyS|Z zGwwVYxKHtY`8wu@;YohN_(H!+u;4Yz*T|N0WYm<`9RtOE?l49=o*?OuQNbD?8X%R1 zUT)ZFN^=MTEao$upPyneo6B`x(1#>#9X@N0(>wStFGYkAO(~~;&N@% zS*7)G{decBV+r{iaL?Z)5m^IQIg>lbkmC0`lTw=LDS3!eJvNl|*mq}Dsd zmTG_)>6j$u?Lk_--0u4W4B`}9{ULfuq#A<>9?Se(F5nzy$U`Nh8gp$L zt=hiovYRv)k|c)Ac&F38m*^Rz^FM*nl6xfojTdZET3BC3!6n8{6WHtHLW*TZ&b9{H zA`qa!+LDqmPW2ec$F;*GjyW~&GQBk45v9F&W(Le$_4JT_DQ9L8=Nn+pMwh0qWKHn< zxRdvKk$%s!pVM{ENj0TcZ!D?m_~;=r4xGq9bDlA5r~}@M+G^KA(QX85DW6*+NHUbj zj3(UYP%FgN$ipI|d0VA*I@(Gwl+RVHHKjAS?c_zQp9iYfxp$mRmj<{u-iDnih9Xy| z7s{~Pq@@;1D_y>d&_?wx2XkzM2tu@McJc~K8rjY(fh^sy5Rw?s@Oy#r(3<@>-Z%jQ zdKOWhyFwVAN?v6e|59ellp_+bkU_VGV4eV(NHtXrh8?9nCYV^=lf*T`xVAIUw*e9F z<#X?O0!`bOR{|aRYd58($uWPBV^YvFdR#G%Z>gbYnD{1ZbRcyy7|Ez}H9Hr;Ki1dm8K(MS^`M1Ne+LEU_+Y-2K6;IveB> z!JdxkE=;~!pP|GOug$)My?9@d&Fhk;)jjMFZsFtO1Wy&f`D6z-x37rpF-Uf?E>BUl zg;*44(_{HY%$EyE3dzPHvu1jhBcBy`Y<+@{r6ryV=C~4`Aglx2jrQ<)?;8HR?&G8; zAVV;44JFV~eo6WAYNh+Z{cg5A$IkWvu8ePM!1nObBgKXKou?dYs$_uAe)hB2+1|zH z{+It5-~R54SaRs50da^oAKu45`St%vk(n~jlk-um zjSXmI)Yw|=HN>{`-C8p53V{%fvDIaf&Lo)g6XdfKOCsW4r%YO+Y2_SMy})dFgd>?? zl%m(tFk@@~0O@Efs*-e{iMjHp$_%W{HPuo1b&>l4-uBc4k3T-aPk#IcRylBZvcloR zGn}0)v0PMGtScx@i4Vebip9Egl$T(Gu(!FnX{&H0s$nh#HgO8qDC0FacFksiHb=kC zM4`=BbnhR+Xa1%~7tmIPPTknXPgl!=)Zog@u!_>rCTgeUY%bye;U>r|j#gQLy}c3E z>opcrW_!ajM3;roVy-^vk1F5vVt%_RvM2>8Rt?sTIbDWfUzB_$N%Lo;xnNnN7yEMT z>?Q%yBbROi^(^Kk)b!un$eC68=9}ku^UewKwTCbf*VhiDu8^Pud1M=<3Mb!ygiJ20 zuHb1p8lh|QiBhpRDPV_6Xfh15ORsU`))2REU%?Y^+rv{&?PG60l`)|eY+YzoXxd_P zS#XWCxvx97K&Pv`kRIA}!yeAo`2#3!W%m&K2TFa+`20XRt)6KyB zw;#QV=*}O&4_-H|95>gu`3V2rJ+y52+EWCYVv~-ufd9%No_e&vfA*jJeZ233AHi?@ zub;ykFMnSd%_fDh9C!jsPyF}?@b`Z8Kf`qKzFwQM5mDh_a+cPaYfY})#KFzmnwaM& zQ_NnwkNMqus2@B+etxRrqF!g3r2ERSFBIEUw&stahMHwB&G7n8D^JH|O@ob6PuJ3D zIG}NW>KGG;RA46BkhGK#s{Q@ZlkCi79uV?PyR zg3^jm(;Z_CX<7|?wz;+idJ(Nf0p30=%183_hhcrJHdAWrLVz^abkE#Cxrt+=%VZ!_KO;z1<=37pZVXSwE$ zdsbA`xKU|dTj~b)1~Fp7GZ~g!PAOJ~3 zK~&`%i2a|$Z~f*UO5!nFt?|`weit|2b`yKo58$^u#%OR;Sg)g1w+0HU*=yPj^L%!H zfZ1zbL7{@c_MM==i{9fO*7K-!-PpD6bmg~56BHO*YSLwtZv)bKPdi|yn<`hOC5I3& zBB)XXnTkdi)OcwSZ~ho!^%O0ZM>7H7`;Ixm*L)UELKNHX%2jI zAP)(O2TtYB^M})lb!I?Qv?Wtq&!KO8rj06TsSyGa{6GL0SuKp9tq6#%<~Bt{qr7bH z8ExECqu3)jL_=8qPo5LuMlaA;G@++QtH=uEi&N!ZN7WkpL*UwE%h5E+#z@ut)7NOU zWmHWvS_nk(iJQ(A$O|)4V{v{y&2T=;F*~1Y(wG&woXs1>s77Mo30q@Y5$h10cNW{p z^-G@9n%ZYR|CKq$vwjJ}o~C;icj#>x9bA7U^|B59eo75ia)BVVYDC2oYb{iEPso-e z!0#=wH5y=ddyHPPgSxz`Gmx*5Eo;f4n8MK?^e`OsFz|*LV1%gcAzUR$Bn|ZyD`(6< zAHBXW5aHYrjX=}X{EM``vJnm&ceaO` zAkxH_aeG|9y=D!MljJDFy2<1}0@bD|;$ZC}MjIU5=*zX(YKcF{ucS`({v_v1wYVKed|3vmAD~A%_4jCKgl`GOl|idl;ZB zqJ3k}w^*wI&`U#6{^>AI^3{-_J2M}ViM2-aX`1g1dp%_G=_%k9zRZaU&KTGT`5uws zmA4CQ?Owso-k$t%R5I(n`iPZ+a*|5v3$*UcL&p3jY!IO{t~S;o`w7Z>*TqOfJCYK5y=~-_1yg#dnh5Fv z_#UC()1GF!%Rqm=TIA;Y<)kr#WGJ?%e{R4Z*L&iX@NTr&zNXV$??pxN@BHQ;;rukQ zp_iC(28>3OL=eFCGHh=ZccKB7lYf6!B1~tK|pfGSkqJ7zxyg`nF6mhl+t?!+Lq@2?wz}M{p1`^9!v~?s4ZI0 zf*YJ{&G~52B(!Qy%xj1HEWvo0r<>8V?*`RonQ9Cq?rCiL=d&XO97yL2-B*4l^)LK+ z$oL>&xSGn7p>=~40?U-Mlew$-Wc57}&gL@|%Z1LQKrBrle029!Jy<+QN%NN(lW*~0 z(O>|tDX=(xq&R`b>H1X|M{nW#x_e)L(HyPhCo5l+w` zul4KNQLshn))d~iL#npsmoYRvTzHTty#J1NCQC0jUE+Zjrxkww=iZBVykiTBJeS6v z1&6Q3#`mm|Fy@(=UvwsP{LD?~RNXckdOchWSKZOoY6rTwY;tbIG92S16ix!s5o_8D zy!_$B(u`Rj`_rNICk^#6zrgmEO(7%+o&SI>!My=_n zr@#i#APt!&e%^En{|8^gR+?e6{()w=w#skU}`8>2_nkwLwbN?6U!OlXI`^^tjf1 zdX2^Y1%ZJ%iEj~znkae~MQJ!3V)(>Oc=(VCAF_WELH9Mnu(4J>#PtJ7cS^QF@`$~@qJ}zt&xPGeH0*mt*)Dh#%s+=zb3)x&? zLejfmGkG2>C&TC$V13?40} zQeBbn1k6qY+0k1KP`BcGLwn=F2j8(ctXQmFA=xPN-S)29?ERgwC=^Mirk~NBJgc_H z*x$c`$#_?^*MjC*)e61-2>;r@`eXRevs0{JeICW)OlL{YYmg*;Tse3Of8*bH26tb1 z0)PJ1?;?l>c>aqor#nH1&pJ$Rv*w#C*O)(S#d@Od3ZR4q}YA zwsgj=R~4qS3<(E1g-HveK_6QO+qiLKU-F$r!H8fQs1@)^vJm?iZVj=&Gf-X7gj3xA z&J3@e?BHzL!)m#Wy3F*vNo7vJmC+m!5TJpJNwtfq%~7!lU+&w-Z&Wy zfp^CWC~Gqz7HHjij@@WY7a^$BlllLzU4@~|luP7gB?010;0**vsmsQh1Y%SLBl+aP4+B&(Wz|bO> zY|bmK#xOI(KqiJ_9ylt#p50y_iz37~Up!JGQJ>WDelB1{=Vs9el=RKSKz+<)oMJhf zi4B;D5n&7rO4CODF-F57QuatpsA$$0*I$FbINYS0Fhcys?c0b43Cdz6$wZxdVnt`G zV*xK$ucf&4*cP_-dWeS;ahJ8PbI=e15AVJLzgQ{ansQ+>BH&oa>I>o_cCKEN+~V}k zU!qP|I_ug<1YkuGA5Z4zcSYCgdhA*dQ3)Lz*d&$NqGmMgR?9NZ|=gq9QF(!c0=2(NIeQa&*VzRZZ*hxu$ zng+A;Gn^hiw75Rj7Jh)8$rkb}BY{vM2c0~h2r{oDk|0e6*4nvhtZy57W<`Ub2~p)t zk~r71CgW+!y;lqMuLQsuu}Khwl0QC&TrUJ083;oFfN3O&VgW0hpHER`OY@@JB)>HR zmrB2}IPx&XAZ*}|`&tJA>18I$qG~X}kd%VRG?{^-2EvV&m(6?Q%$elWEXs9-)!7-2 zUw=hzhm8uxc2lI0uG@D=yNTZ|OVD@J1k*j(^kI}{7#`HPc6E&Ry=Pkwv?#80g|CdV zxmssB+!(WB5i+3)A$~sQduG`lR<}ZFJcPc`s48sXCoHUMr;PTc4ND4$6%Z*(j0RtU z3KY*Q-c5o~byQ(13Yj6!!j}aH8<29n#H?Q8{PbK#XnexLHns>Um=-3^5!fm~8cxyE__07>#H$7$N3Vf#x+t`dF(5wTsa5Hiu2yxG5M> zu}+5jpkJO3}vUwjG4&wK(O`_zZ<(a-)O z>iu1mQDjXFHR^BNMg4`Zqd0Hz_D_8r`?nv%$-VoC^BTdhujkcyAgU;QtCaLod|?*` z<|w$nYw+v#qDa~JO^WmoZnDl*bay6G@)oF_N#Z4Q%H~4L%OiZH&Kzh*KHA|Pdbh7& z;Jp_D&0*$yjG_|_n(UO!H2l(PuX9w(HR|OW#d3~%wSm3Ztf28nNQxti!Z#4*=m7R-QZg<+*QEZ zM?P@{qjrF0c|){dF*aJ8Jo@NVGZ%pP#zePc4myH>V!{OCx_eDJuwummtxr-vw{~_7 ztfa{-QxM7mbFQ89g<>`t1F3?ns1!-+v2k6m6irDFjCReesZxctx6TpN4MJW7QN&X* zn@9r=={paLG(kwPE3(KUQo&hIkOh;}KK2JYnh*Yna zd4XhWPgL+A?kO&KXE;)k&wcIw!w2TSu`$ClW`Y&SIp*sHdi^niVT{^u(2GYvj}2#L zz9TOGo&PwFj9y$7HoaLFW@f2)D6e&Id;wSCAH%c|> z+p?h~xR9ipkT&%M@U}GQ@j_dJR`(g8s@gAzQPeHgN>^H0OehV&#@jOfEy^X3?j^K;?3-Ws1p$l9P!%!_3R@;P?z@i?slgrXWCCSS%>LSrq47nX#Yq=~VckAGm!j z6L7sTuhyFK#fC6%9N+egDnz0|jK%c|iuBCMEB2j5X8=U~6vM4CqFxX4EI?4Ze0cd$ z#SVZC)X?gA4y<+<`NmQTLI>7{mSV*{B3~{fyDS-Tta@gMFq~{WxJ*W3`@N{`s}-_U zCf}P*CduhFnR*0)`2R)~_QkT}Yf`dBKPblNd76Z`V#Ttd;jg7hmQ*X$tyZ!*rTy=vb`8YHeXXbU~BiW6*x?HefEC?M9~;YJOQc%MHY*hQC1n9;B}DpC<&QF zs3-JDZPWofTHzJAAta7CF0yl#egNJYE*`M!B@Jh8paCC~+8{@^^ z0lpG#;~P^-{nqf)DUz1%_Gd_g8rx}tWYQwJ>f?NQh(|?^X~WOIk83xd#$%6Pfk)%@ zvvVBd9$q=(ME@Ks`aRX%V9^FfzVpoRocTA0dyGjYV=K>>c=TYQdu;ORE)~XHb9jB? zi1M-&yL&R2}2Fcx3ZeBXgwYd6s%Q|5`Vh z42R>%g$Yj6y2(&0Tu*^J9Syo++gEch>#V7 ze2}khic`@+WvFFzTx-lakAYSP7GqHe6ws)Gu_#$q$Q(f$kJ11JqedHRtKTyuk(<_) zgNYh*<^<3Bk-lHeC}~?X2jmpk395PBk{&5WH0bbk%5~LHJaGP zZX$T}Bbi_8lLODR2FThsiqkh$iTDNRyck56oH!F)e_t7+BNu{fQG!U zG3Ij{Wlh{e#Nu(KShA(IiJZO}^55SVIUm!+b(VO?$}eDr4salLx; zEAoHadSh;pg*N#xYN&c#hq$ThHLbs~I%J&M8@mN<>&931T!gredjkUm%E65SJ)Th% ze#2<&S?Fw7&1=93XP(+LmN7KZSWnHgvW{96qTRN_=B)>!E??3!fO3Yq!<6*mJ2x=9 zaSa9i9cB|GW9s#D^WXMj-xwK*>p{&RkZB3oY^q|1`=f!P$w$r5yWSHGus5Uhy+IR? zHXt92b&+xss)_Cn>H<0D8VK#bw=z76(r*$t`_`THkCsHS<50as;QtN}i&|*P5M_&(ms)_48w# zJ$N7M_dZ1Z_S;x~>zgR(w#~+bpn|Vm)7_dGBRs8uehd7?h!@QnQ)6hg8?x9+j3$;l zTubU>reLD!1~UpKTZVL3Qt3&L%qC+=d`Oq()S17;8p+Hzr{{a;{JWjC(eSPvK;g`a zJ<4vlMp=||s;YWpES8QrWY9_bw$3CzU#A518Ht)C*p~dY({-bkH5F)OfKhIa!Kioi z!Ppq^)s$*DX?VveO_omuD5!~MGpgYN>8i{KUt0}DjV}S?)CxCFc5<@sW)?5X+N7py zebe~@T(X)eCC0Xtu-DHb!r@_4g*rb^?OKZ(%Qzl{`ae~U& z-fC0fzy~+<_L$VVN|j_K8x~F6Qmi*j0Hbz(u9!p_+=kqRNA7_kA2DCY!6*OiP6pjHJ!Esn z!QXnbQZrc96RdY+!Ue_PjdN=P+u$_q7<1ak$#-ntcnxw-K!O;P=84s-@z+2$9clj} zz`*$F@_IKIyqQN7wb~gjFKJ>~A)|@iqQ&*2fZK;-%;t>vJ(65hlFQ(JT1*K@I?Rq1 z0|?x;7I`RUR=pM5f~xn+58qRKGC#ZgO0oj)oYy$pLGMT4?{IR2BA;QD9$`8;Lemn! zT{x3C!;V9d-ei@Oo+$0CBt+QAypb1cLXfrHN($M824^AQ)-+MVSM~9G_}1 z?#@t83rWA`w+_U z6*m1D>Scxd^A~XY&K-1<5#C%*QPL-)m?MlPsHP(vUp&GhO>p+$5zrjqldpdg->#qH zCOnV$09$_&*6q{7(7bEj{kcSOAOh;23&JXap&wmCV zd+|D+zVl6N*O#buCXlhY862pBd$xpPg7MK^9NfB%g3NfDllBc}I8x1&AP!`Ln*F+3 zVYfNQcDcl6y|T5hf7Og3wMMAF6f_9TPmLkps9QBZH412ZCv^BCtAEKV>P$%sKTJZ|31;Vx1&GR$t}wJTptP;L*5 zmKAK;*@`NX=wg$$7}2KGbHllT-P=`SFX#YjErauDVkovT4|TZWB<` zNHDd@W)FYwE*jW$rhk;QqBB5%G?HSXhhf(c1gUX)vBA6Vu5|dQpv{9GEFOxSikrT< za|d|q!{?I%vl(^2i4I6cj7_FvWsHv}#wwW2G9?KR5Gdqp0A~Q08*-K;P7&_iAf~g= zAaE)5O}!tq?Y-++P49~~!Vx*UU-U5VdnI(&Q6JHgg;dsE9*iB;rTw>{isFPeh6`+sP$<&>&2kBTJq58gWfNBw%ii1W!Yd$rdBEy4F1jTFgk1?OYe$ng>Ab`x}9h z-Q^C+y3*uG)O|LGG}vP!6`jY~kg&ldkStR_W85gaT3OwxT}MTP+PM`|3Am3Nc$i8D z&i}6X!rTDqvy&5?ouA8rndbt547!bf@rxhB;ph@6lP$6_`t>D}szk=z@V3SzKR_sJ zymYO^U-)w`;}5?6Jv@DWfoIQKEY}To?G5DF29x{(O?RL(RkY7=I5W?uPa@D zoKSf&=-Za2`aC-ePkMn*p*l_KdldOIUx z0Z-4K*rrT_SUrEq;1-{S;3*r%a#JL0Z-ctt42C8iCE2_AVC(zSXf_oUTZWKDA#fpZ zdK`=`!t0f2s&3DcMJ=YrUKou~@fqaVHD*09(wWXPP@gS{(RREhmE7NpkxLDd6f?#+ zrJ~x&-+~?sq@Ayq7uao9Hlc0|xTEZVzszww72q-!JE-H_1x>N4E zZDCPp>$0VZikdvARG*ABK9X^+qP1gA!asSQv-lRHM6c$u7Ow3X zMdrGf)U{u3c9^9J*7KkVB_lsccOBC&U^KR@diOIC*iu${zS+?B4r*448C#$jFH~Fd z^Ie>uV6!5imi=$VW%HD@6;oj((w z7~PxeoLQ;1;~Gi?9GRyAO&7D6$V1a&YVErU)KWYDvn!uUQrDkIT0k?+wk7CtT?tzP%%b6CFxi8AvwExH6OW!Q zax=^&7}R#`H3~dEuCb=++_FSfhT%Lj_H3it+`JI%HFu0iBuHQTz)$HforahiV)W*V zL{o870*8S{&S*9ccqTLiq*-7%i@7RhzL_i#x*4t=2E6`Sj{7eJ92}&Q^ytiPj77TL ztx+q7fnEu%aFn^`Dv z{W`vWc7X|}<22MnipOP-6#?RV_fXbroUPY5KR?6cjaBJ%1{?A2-AVhJsNmMqR0(dQRv^Q)RYtYESx-%&sO2{R*2yX{uN_QO_zA znpzQ|WLAvv0U}yiFE5Qs!AYJPztr5Q+furd%%{F`H>3eV5~p3hxkcSQsc0ioz#v2` z3Hzo*SZT>! zFgyR5JG&J3U&wXfuqol+%{;~^TB5wjjh~ZKD-5{dRkAtgbvV@mT8vuRdt=|UdxJxM zr>1PRiI-)-az(A+R-let-s5%j*J2TuXOX%Z23>F>I;T;Yo8*e=TxU~wqCEV(X>80h zc(Q_-Nz##+V8MJb#^PXv$;2rx9=pfkr^PSADA2lh5GuZH_Sg0#WR58k{^X9a7kfV=4 z$I$F!$Pw?|P|RC>)BmxNyFwIDa~t*>E+UP&-;Xh4V~jmks&y0ya0PP)Cc_5)Jz9^N zl5Uu0MJnuaO-k3>wcRs;l};D;!oTxocX;o{jcmLj)V=Gvy(6nTpz9gbHjsH7nI}x_ z`)8Zz2a{3s4os*)cTW@*Ygs?+C0(SOJMC(?F9Q*y_mq#Yj}7z7DkjB1Lvye(^jD%D z?Q0}Midno@sQ|^q8^$(%P6tF?kzt0O{S`()64CN~QhOMp)Y4%+_0jn6iex6TL(sNE z1Y(Hyyzlnc*$#^V^yz)SXX8(2V@f=l?arbe8>479?u_qY43>`2cY8Wtu+$SofXC%3 zrln4XoOJHdrnfV2gNOM@bk$ykY1i%W()}0lmw)lckagci!coe@x6oZYL&s?k&yB1{ zIvJz6eqB_>pZZg;;3xmgYxvcF_6@8yoet=K^uPWV{_@X#5xeCj&Q>27>rB8(t+lH) zpV|al0PWc$H7E!kq}%sm#y$St_hejVG9&j0(D`N4ZJAVhoR3M9D`h>?q-%A2f@;07 zGluJ`wj_!~`*kCyxwLW58yekRoMUrxjOO$llcsTVQChd6raRkU~Qx^Yr3<|6%k*wmy6BJZ5%7q!Hc6E&MPP9A-T)%meKUt|yE zPEXG4`s%yWOJF*eAtnJXHnNR3{sbud%%0nk%YcF>4silE8Xw}O&bo;ej8~E#(g6Ur z{gL<2QgL(47DpO*Xdhz3%IR}rQEa{MMX6#tGn=TNVnW}tE>ia3hF6&Na*(b|JwY(S>U2qe(;L}Dj;|hU=iOX)Y zw8dzWVO*r>%SJv7ZEMmvf&#^;(P!)E_#6z(wMbOR&t)3IspZtN&&JZ^IGF4PbWd0>IS~r8;5=D~X_*#P}^mREr)EP#`Kz40{s!wowxsk#7 zmgIdJnyyYzuAbq^^AFH%mUwwI#b=KWFr!3!MVZYEn>^rAKf=SL!x_O04I(S`75(|C zm}q&(ag>cPNf;4)sL0Tav7(zX#)sE2y`JLn(}$Q&7I@{Q*RWZgVaaRT?vuh4;hm+J zP9~Vphl#cR`Wzo#9uEw(B3M$!m;=h95X0sEox2DxzNGtoEOW%AhQRVy(*K-Q87w+H z_>hynIZTIv{ynpykhx^L`F0{^W!+VFz4=P?k|<`waLzMAw6D_ZVj2pQK1!yUNV1iW z%%6|I5C<{4^`-iX;Qn24I9525Fk2r#wnLmnku+ZgCUd&hTJ!)9T++djImJHe{sD|< z3#6-&Hp#BpVaGV3*Z{_C!p_lhk96W;JIXBEJN0Q|?uKeXW*nx+kD2XlhoK=DCP}1y z@;#{Ipbk;L-3YvhxrlNv%tm&h-K0v?mJp-0I4#cX0y>>XhiZ(uib~4TmhJ z(cG_xsTS$AyjQM;ZMG$<^9y~KY&^y|H}fnp91w;>SqHc$7HA@-pUFJp#*yXV8Qh7P zxioGt!v(IxCryW`BsUMCkCH=}R=3P^xR&+@d+*n*7r%F1A=%m^jEslF#?edF8 zhBBRuY`CE-IgIElf1fD*){LW8%N-s+b~CYojzPvfOGUP0AXc=X`|y!m^-hY!C016)3SYN-O8;PolWFvZumJ+g6u zZ&Ve&(k}7S$nj&v7&mD`C|}GG^63HIN;dex`#-?$&P&+T0S9k>7oYeuKZ&|9x*DS6 z=wKAKXC_4XOPtmZ=b<;Ck-ZR|!+W1WN5QlXU^TYpIniJ70J!>B@JX$`N{eCe9N7g| zfQ7y{x8rITjESVllr?Ka%1MP!lV}_WQU7WsVCE_?`lKDSzPw-Bhnkp2AAJa}(6an< z$c$z%n(RddP-EH|(4+D{${jo=g|AR)Lf4y_sZXVw{TFgpMdI%N{UE^zo^ig<8jq%L z@%l&5&nN9lI8FDll5KQ!j}edF1o_lAreh2=H#bL&X_+yK&G7}3!(>L|m041}=e@_# zBnBcRo<=Za$jAM1aE#yo&5Y{$AuAjqes62W6(xu0Ht#+ey)|G=IOzF(^BJVU`iD;t)|b}6nyw5z(+F-{AgoH<{n!!y#xMUQzWcpPy#3%^HGF^nAO0%p z-Cg{(zw$GY*#P+TCarwamGb40{qX#CbSt6yJ>;WY$&1UxbtQ7NTe)I2Cm7Sx?broJ<5t1=UPWXKMN_R=OQPWch}S4P2s8 zV@`m9rk0#k((tees8_Wb56YexqlYlj#Img|SwazwT{{5S^eyP?EjAZB8A?avMHwop zQ3P=RNwvOtVJTTZ~z~I>;HO*sax3b!E|C zl(><>z%&A~D+mItH#;O%Dlkt@^uAx#TVS{DB<~VCAWorCP*X%6ZY~}Be zw52|)Me`clmVd6#CenWw<2ml;0WaRDv0?-s89sH3Cyy?0UIej&1$J?NaPXbp0axgJ zUYjJw)(FP>=toyla{31A&2wC=&w$EOIl9EyE1@e;?`mweD?GkO0RH0Q z5HB3wL(**Vv^>VUb&p4Bf#Zgn^#+?Hh`CYF2LUZ6lnduG%qIsJ^##U^gjY&Zru}eB z!^egmbt$&_6Ra*S@cAGA0&ZQuiJJ$12Cv_r2jTzV3ts+7c`Xy-ZUU5UQl$vKq=o7{1EU{)4YK!XzHjlyY( zsu5FBF4fp@dX`&Ov(OQ`RLkth{0V|LRHTn(S#(SG2^|d+h=k`wYKRR99~>TXV>#U$FvJ_nhF7%9+_aS}6!;zU ze4@1^iE(gxv}pARh?Go(hT70~d8PKk(B}<@L9v?Cu-fZ}%a#atiIR$(uQ{9pSq^)Ta zZPJtc9G|`Q9Cs$E&~0j@HWwTG-@p2Y`2K@OC|-CO|Mq|WpW)Td0AoO$zkLGL`V_zU zfBc_#=MTP#^^@l~ef~`Po+4zrHkyt*m0B{7KEu;I$8po(+q)WX>`w3(#&djWeu#N8 z!n@-J4{irsQvdVxG2TBt#>vA|+_-)Rw?F*}lstrj=W%y?+P48)PJ{DEBRz}E zm#y6>P9LAuTNpCg>^V#g)H8{Yb77JMrOW~Qy=L2|k#K6fx6L-if@!B&B$2JaHEfKL z)SB1Cobi)5A=h*1%C4xL_4gelWrOr%&zg{V%m57ZHbIR*K-hn(n7uyON6-|eYX$+w z9%S;1MT3PzQ0g*KzPcinYAjq(KX{Ri3AI>#tYx*P#a?qvv|Nbc+@+&rPw$;I(8tNUONXKdMG_e!sb2@U5ECBw;a(5|K7$pSD&8FA)s(jF z{q?;$p;40;ZAcOaqZ2b))g@1{ZgyC1=o;+JXx-xHf9VUzFWy4`{kPG*^MPoFm`so! zO_9vT(u*3sphNxETL>SX;tOB=1^o42{#pEYfA<1UpIqSl*%N%_D__T7`lUaOqZ>WS zigd_KzYvZ3B2%FcC^rkE<;8nXL$K)-*Is!=liDa<3+{Ikr_#WFom-I>WX1Qn z<}<<9`pjnL)H1mzm?Tav;sOyy zx^_s-LucHl7;S14m&Q~HRU=OlGRGPXBY=E1w&ad9!Dv3ioKk_a6HK)yCX!FUqYxX{ zr78%8E3N5~ZE9rQ4oOzq89OSZl%Sy**&$7}(fw##s=x+1arq@nXar-KF=HaLpLck)BY zGpx%Ro2nincU+$2L*1c0>MDyb9YAN7=)6S62F+Vsk zxskk~Qk@B%*GgpQ7--rni9!}F^h(em!~KS zRXH$9{q@u+yrULHL4bGVGT2Jq5lnJWqSInw*Hh~==!~YxW2iPLFV0Z1CLnEGk&R}C zOqNO*Cz7M`nc}o?zBoi$RBDEvRnHaKJ)KO&z|cVe3Zv>yd#Fo}$nO`{h<6YV>REXPryoOtzFpz(Dmc z6MuRo|KzCAhI4^7gDx&4_|eaO3X|zg?U{uD3TP6&di+q&`}Edb?Qvw79^Sa2rjKs* z)oP7{=@@NZV0m$&n6_~-L0`=EnVDvmj>#mM>Rg}?3J0QfTVk37{2RCLWBrxi$NSIM z8i-ajMX%sBphaf0mZ+*V?j6msyIf*Rb61uoWWA=|oCfpti9T9JjH_{c{vPh$dJ(hn z6c?Kc=_KI%^f{hCd4%oyIr8lepPC-vOLyPEYl{Mx$4~HwPv6CtLyadP;Jh1QJ6_oP zkujZabWVNYjUU1N>v!?a_uoT`0+Vc}U)*EqC$TPRo_c{*TOvIeVb|5DnEZ6M#oePL zeCpNvs5X!B&WGPediEFx)f&@KBcCy{d7`8`%6Z5rzkd4`4zAz8^x%fp6r1kNdaY)j z@?%PrOilxXfM$nSEmztnRJVzl)~GK`&%dGGLe|WzznTUgeDFS=e($*$)iR6cV48cx z#?0XLoMZ;HGH!6D*uJR^rRg6x8)G_OU@|j+wst=t8x%w75?vRc4`bM|hre8%Swdac zIGff6x&-P7rfPuJk4RfGy=)@dYOi<>9NuFFDvFBlS0c^qQ0K;!#(J5iI@}0m z=1SSS`?^inGIOaVA}#%z6%uAH((2$Q za=Sc}Hm};Q_3z5v<`gTnOn4R!)Nt{zRa8l1)ILRb<*93PeFobb2ts`s4g5F>qW^)k zX!2^Z;<==I?ee)#tD=6fw}QeC51Omk;Su#8or*AC1KnquOpH=#W##eEY|*Ss)A~{a zGq&7fF&bQEpdw5;;ie}d;;G0Ax!jl9ys5#WVb@N827mJBR^gWF90O($&_PI^A;o9n82UTR0w2isT zMxcOeL=1z6R|MsTliPM@$2~NuYDO8Pfk!SH=^Cri6$QyF&2ZTW?MRFxhkL&J-on0-s0=+1aFl) z{AP8DqiG{^vyABFa*2Dl3T)1v;`00w|JVQW_wfsV{cqsjXMY40*%`2nW+?KVqT0JD zQJkFR?wT%?JxvE4Fr3AL*yv%e_wVD2Q;oa;03ZNKL_t)(fQab1GJVKRR2b9X6JSp9 zZf52#y}^y~;%o7~Fp>(rP45Yc#1sMjcXYmI1*fGq*5o8MJ?MR^uBJM5mvE=@#-_Oo zae56EWZGBhke=p)&Q+*uuvWKoa3VyxhfnzJ#5LJ;|aqLn^!Oz3J2jP$1F@F_Qf( zB=-E$M?wwjRhCnvT}uCE`%GN7CNC;Q8P)VX&2hFZaNfKsO@3Fe@z?(9FX3}FU%k?Z>CZ`nSg)c=fu z_E8D~r|1^w%0j)jWB~@z7*G_P18lm5>Y6R*0%n1%Iv^*0Ni*dCymY{o| z51tbWTG<30V_!7+hLX(4Kul78p_&&O^)bfZR!a{SNn~}Z1y~dR+kzuaDUA6u|M;c zAfsVL(`nzPksK$2WNtVS)z}KE2N-Ww$hn^l#N=S2doE9in62BH4@1`Z^p>BSX2`1z z+SE*$dCw}E1Jjo%^w@23F+u40v|Fxm`QRZg-+F-N{229iWne;M!wvyIG^HGkQH}|m zFn+2>o_6wf87<}*kt&}}q+^Ch8q*;=pHGm_r&!e;j?dRhqEJnh8q<@;(PT7aVmVmt zz+#FM=o@VAsGpr0i%dyE@Ft^HJq6k?3_iLaet9!rVsrNJe1U2CjPX?$rqDAPuI zH*H-iYpknA_oPI~D@Dp~>QZ#;?XFfLR&bd`o|~~}*_b?vcKS(LnTc0zo(KdcQZ)-> zthbGA4~%zBO~!V9b|OcArA(#fwFQq@Z4^md=vvMubBrk!85y`?&t!_(c%n6x#75Pp zm0YiEN~@w7w*26JB$jV)>>Pf6ou%Dczefm-)M--ZyS#^Dn`Vh5oMK_Mtpl_6n6Wk_ z8%H&*b?esr`{yS!Rdqe<$F38Q*^=@vDZvOyo2tQgeWzZ(t_ikf()M$rTvqI9E>X#A zjNk(YIt24_Y13PO?wigSbGFAhd)8$U+>Z!a36PTCPN$&{LN{!~)=zDfdi)i-9x}4zH_+W!GqSM$?6iPJ1yxa>WVrX<{7Q z>g1W|>OA@BR{wLK{W!k<-ZOmroeyz#Ug~>kpHL*TeHJpY)~gD47kBW&oe>V&7SqJ` zFXCqxRf+Su!nUsa0@9nA;1Cve|vdwlGb*KkN(|9kJC(zy?;%L>)%nYLkm29AQI z4Jvvx8jweAEe#cr}1v0k6ztXiVk zTw*dklxN&{F|%ihvf$CoStbb=g+_QJ?wT3bC&db93Fn= zjnCjGZhg{+J|@fQ`&fTiGE)TNX{1RO5=}5URA(INX1POqLG!>G8mlIBRywX*j}LMNX^(-ULf_=UNp2J@kv=4 z`O{i3RuQK%@;g`@s6nN{MdKOL)nPdxDUPv3BdaNE1qFiPpnVerqp`#o? zx+FS8D(~EiHX^uNHIy42mTaJB;}PZs&?YwJr1lAQDW_K%$)q+dmmbgawIvfJN}Ls# zj>Z^`jk33suFhl!X1XQ(5;ZfKnTOi++Hi=hYoghhW2l;t&Ztpx2d|o8Qb(dy%0$NKrc9)s6DRpc zWR~A9jcH>BFVfj{@_Dc*xzyZ}8C{Z(v|fo?PsU?wJZfW7^a2^i-e9x>s7R@YRK*$Q zbW-L7=JrC-RBfQHacn!eQ^s^mrUlA+hwa%Z-u<25#o2@JJ1sEa&h-QQH~;Csi<1S= zjWYa$|Mu_VYrpQ!|+mS8b3sCP}DCaqmsPyDbWQqib;g z`UFSV;FWrUEvcVbhBvNH@aUq!<=fxJKmFV9VDahC;IIBi|DhaE+ca}Qv`^D~N#hjeUZ9Q|vYL%2Ez-Z*f4xC!|K9$I!$?YAdHs)5%DZ z5}U3iW_CyxL~X9FCUfq+ytn^#?%*DrrYbf~XLHQN8z~**E^Qk0;=R!}or&*%E&`%% zBIr$f7gHMsVmq9ZLt=-S z3kElv!__;&bvw$<^o~7aWvsN`9h_5-VGD@4?+{J=?#F)$Z@qnvPrh`5zxB8N9ZcFU zWBY7H?<~b0uJRJ)!3h0$j$JmEll0_PfrF3bNM6|iZ=R#v)|j5WiT~t3_!)fqM?Z$Y z{dfL3mX`-OqcidD9(J3#)}k6N6$Q4hWFZXKI`n%V33-$R)0K*9p7d_^XC|JlKVt*C zBzkoWX0HZ%N!u?9bYs9@G@0!8o(+5dl0HHMds7g&v0%~<>m~6>#F(OCegly@8*#+c zd<=YoqR+;-qTW5UQ+pPc;nEGgsu=7YLACUM@97Nj;8LjRL9PJkP{1 zOb6LWG_Z&wCwix6iBqnlPXv5ecO^noHNwDTG4=>&=zHs6W1?tJ2~OW+Q=bQ&`TVR! zZic><$DV1gf-xY}tR@CnYQK}_ln&3`;PD|Q71a(|qN0>VfGH+yl4NGgt$@6iQ@iyB zo8=nY)uozZvf)U(XR*4Y`#2--IK6H+y3S(#Fy>IwkH#1t#YE=DEJA5M$cfYV-d)^y z?PIDBHZ)zNQJ9;c2F2o1b(>;&ej&yM*YAvy#L--5yyTyXB6drUrp2g%3=320$l3U7 zI^80rPYvagX*5$aV?9nei)xIdoM6QOs{3pC94| zO~MwpWpcy$5^ph+4H7L8FK+*~k%loq4L z%R^94tWmNr=jN-xA(q_!*|_Akucywm=qsDFhEal%NU4Qht5pI-rrOT-{!T-mBpF#v z!W5l+YH1&6m1gz9`yb%x!$!ww}eNYIQ$p z#GOs%@`U)quIPxI3R=F|`y4Gy7v*w!w}K>UM`G+ZrD( zkMZ`ib9}kl;4)89O(tkUF3_jpHAapD^)RG>RyN?!*<(G~lSl91>Ej1x-05;Ef*+j% z%@Q*Yce^A41!Gu}3HRB=RQJj&*b!_DR_8MjtC!bGi70ptzw&qf%U)(1Nj8|+v0>6lqp5Y!W=D;> zvPFFgEAyjrjqUPWG^wWa570%eqB+Kz%W^gplfj#275mb?@h~$;OfkVqCnYb&Y40n(>h3n+8n)$P(ZU<3il`IL{~^M4@w$NiCR`&nc7Ad(q@Q06CKW*x2|_rZl_Bs z_RK#!uZcEKpCpkEnfm?gJU&qWE}(@Frs}2; zi;*tcy$U*~PU%qdidb_aN>7|ls!hqKkZMw~XBKF}=&#?qksYN0Mt6=8V6M$ijTN9~ zH_FVMtq}Y*gF8`6@47w5@%MilyW@9+3+O0W;XUF(!RYE6^Atbx$vaq|pWu9*;PvYh zJU*}SbRF;l!LNRX(ayA(i_d-@FZ|S(P{pP*u_=bun(~Ypb(47>C<}RehIOFl)~xgQ zW3oXsfHOD$eFB9VZ#Qy`(wW%G^xc)1MGPGQ`~|(a#^74dO_<3St7VDPlMUYc;5nW= zUg7wd8MixW_mmdG>z!CVHQ_p>5gHjqZ2ZRbEFop8z~R9dhYLna&T)9iOjZN#7*nMw zT@nWG080V2DNO1#7K~%MDn;ue402o>s^_CJA);2Z-AlGh%eO-pkwRJcx;-i z3G9aJCD1GS;YEFYAE%cwCeZ=EZhyU_L?aUQlb9S3HU6&U?}wZj>?fZ|Z1Ay{hFqEO zhyKd6|B9PK-0LHNwD%&|M?*$$iO7~13wvzQRf0cyug3=u*Z9Ss+Ttf({|>U#x3T;6-$pu`;_0l#hh>8YA1v|S zqa7}m4Gxboyz%NaeB!ku+`ciz;ianDjW=2QgFRp7};=_O;_`V|sTHDw_plbELV#Gz+jQn$Y zPfqCuU2=3&%-mdY0N#3&CuMHv#B>~;ucV5yNq4i1NE2ld**W+w_i28H+L#bL7dT~R zJ;h7Ip+r|V!+9=t4>hlJe$VZ!JbiwK<44a>UM#J?s&?q9!*~B91H3KGN6~ag%%oVs1n<(>Cxsr3Z$*C%leh-JC?pu-D_A z?;W}uAu_`{fd>K{eV8OFbP^Lfa@EvX;&GhlvA#UV$&<%Oy3#YTxmSxxa*kLl+kl8TSex7>YVV+&BpY`F&dFT6aACnJEg4IU}SYl>= zefVhE5clxCwlLOK$sqp=em3yESF0s1mrH@G0xBbmFv$?TaO|vh2wldn_KfC<0X&g~ z)_ISlp{u7a1UEH~GQemMWnc4Z)NUC5-&Kr=n#Fj|47J4I8MKep4#RI7lZTi0=y0Z0 zFw~b<-)Y!;?Hr5Aa`B!F%wz29Pct@-k?iSkP0;OGY;m|lubiM--YP5hXR~`>z~tJ; zwYD{V*X>EPw`on*mBpfZ9C7awNnP{Qdhp3?f!X1aBsyHb(MKaD+DQJ{7znVWi6DpP z!Tu~`iFNX4W{j&S&AP^a^*{VQ`av8HdS96x(Jgj7(d0wfyllLiZePlEL{N5WbeTb` zOwn#IK9v5oX(5Gs2A6@byg7$6hSV0F%hDh zy)-|$CjX;JYILrc&un8V`?567@VFQ_9aedVb?vl1Gfhgd*H^ZFIL1a)2MQZeHGAH? zB+N=|~k2JZsXfV7J3fe>635xN$s99$JC$mTXb@a9jBKl+|#2sqa3 zEAKwBscVQbg4UdmgASP--b2hg#UY>n+k zC>Xp@63D^B);HeHqf{zVuoF9c)a*~jLb&xgk?bD|_hq0ncW4{w+&X~;xe(y!1WllV zpaorCFD}k?5Km`QX*~h5AZP|PP+_AE(rMA8w`hYOxkp8BaTYvG7|+3L zqzB)%Ou>ANZ8OwsH8Lo)f;8r;TNY-e?_dvOUv6{{V(}V0%7x}6@BIGn<2U~CKfx#z zIGA6@ja#=-RgC0#E(%hCvCwxp?z)+bHI~6*x8n3!qdQ}U=oi0ZQ{mNHBYgL1i75)C zZI8=MgVSw?+c)mu@b)WM^fhL0JwW>XZ{x-%Uj<&hsmZ@x|FHpAJ{i-d87cB@Bb2)? zxn5F~JCD#yQlH*goRg%*n%>#JQ!XJhn%a#mJ(4U0Guh%Mm!$?|C4TR@S2V7trY4`c zvb(aydd*0s9X9J06{9ujzc8KR-b-`bZjAy+W=XCq2ao@>=d5gd>0SAmsqqoL0 zYQr#@9Vp-*F&)@PI+zB`W6uUALNXkdDPqoi^yH66a62?V(bO-*bb&rx0rlD;e##jC z{^`QrV6vihl!q$-vbxMj8B!qbZ&xAUGA+O>Kt+2X{Z# zUgpy?U~l5sdvZh^9`B362u>z0|A9L)V{m5Pn^`)zm0o?Ol40HI(_fJ}?W@(!4YT}O z1`HbDRxFRq8zuWwtz8i0qfF;a=ZuILlL~*YK1Ak)C+CE2ct$CQtW#rZa@}jqw*h78 zF69CoT9irWY>iCu#a(Lk9~o0=-XWduy;-<_iTdqRq;WrY^sOI2VDm(==2LN2^8<`; z-7^#4##nkGB0ZjmE~XC$BQ|Sx$xk~BW}>TU>;)3n`1AYU?gL(n=|y$3mzz05tP=oG zYnW2YL~SSILnegKD7dHTWm$?r5hM?(^-F0NjTvOplR+SYe$Iv?p|NI&o>Vlo)^N8r z-wf3T4nSm_O!r>5q@2`}`H`WmQ+-~VHPHKkuIMe}l_zVo#aPo$^F=Z#3-!i4Gw3Iv zTC%oe6Mn|JZ3gKX&$Dv3l}RE~adgdj_KXUdK$2daPN!l`1hQ4Y3t8{NhhX|tsZ&uAes~Z(qF@jE7XWw6o5xOK-e6y`v14U>wNHaN_T5|oewx$}Z11sWmW+oGtf7i#&@xd=Q`B@?QV?zxG&0 zf5ja7qfNd2o7L#`y7Keu|NpN+r8xYCC#zk3?_iR`nD5eFF@PU_#u0MQlyR#bW8kR{ zZOq#RO0}?|IRVwx#)iF;3pHk5-N&FIua}G1d-thL=^fAtF;=~Eb7jA_Z2ZZvXRpfI zzK2PfRN^SrCK$lw^+GngaXUKg?W3G{DT!dva4$w+A@~%jGmR6?w(7041Zs@=f{i&$ z4pYkKrbV$*K*c8`Bd8givo2)cxJP=4#ViQRw0X1N`u^ChxC|atP!CyZd zK8D=DHF|9HnI|izfFcHS*YWmdS~DaM_=D5$mpOmct$`zqUJ6OPA4b)UAWQu2z0A$x|;o`y2@_>*|uQt;dHEQkP9=VUaim42l#pKb2ILWloG^KTCYaXyQDVk}# zPqq;>ZU_~NQc4)&LubWOYx%Vq&8tQ-`60cD*PfrNtv6^Zj~J9$g&T)yr`g9HiKZ%q zJR5Ywq=`jvsdv-H-lswpX>FZNySbL*7NY4QzXy$eXn@5-J~f)POocot!OYV}a+vSZ z${xsMPnzZ@%=;E!`>o$XM!NoJglji$;_khBc>45_J+ujMeAesL5C<2cCq`#} z0mj#D23J-6QR>{f4L*41ktP|lQ6@*;?T+-JLmXbahkMs= ziG#_9NIS+XUEmvE`4;}gmyhx7>KaZb*KqjKYq)oG9nYRU$N9q#u_;?5WsAq>BbnJ9L^N3^Pmh30QeHOXo zqK;}ZD1+3|-is!(FI*2BV#5wIqPiO88A3eE`yVdxoc13Jx4m(r$1*soVCAINS-xlM zL|H*BLAxkj>D^2-7#-gJdul5tv8j0KjJkNxHErkdjCTJzH`dC1@6~rqtO4JHJYksp z$$8(sd!ig+_!atLO?PfSiY_{Q@4<TTLEL_F2*ZNM5S0w&Q*#Lnt|4+eF{t>E6N$(H*k zXm9KdnlM5Pn@Iy6*;uu#2bvbkO(W{B>LmGe1k9%NZW_56CeQKC;x1d|7-|0+j}nZF z1oLUG=)2R)Exz@ghq&0n3w(W(Pfc{$4Vn$G_Sx^E+w~y?lK{G!m0S(DDEImV<**?qG7JJEeN&1ZVdj=*Vi?8+DiECC8bg*~_H2Ri;)diQU6G++v@ih#0^yUw z%p?_;*Xp~Fo*u+T$o2j-YYx*CBc*Jl=Bhs;{o0=$p0A0WHO8*6%vv?}jr#`q7+3IBrMIoi&uLc9UaUj8S^=xIuO&~_N&~jL(u|YI=o;nPd#Z9{ zdy~@XYTL8Kn9Huz&&D{-6p>bKQSCO?SSE(hSbnQf%e3A@;!R;L-7~4(`Dm)hzi1HT z?_yh+PxzG%0E_k$t*PZC*32UmZNS%5Vqor(YgduLerSfJW#dNFRz4kdcky5vqF5xz z(c7DPW#3ZI6LL5EE3DCRq&%Y4onquH-hz>acSL zwh$*LiA^>oEg;oh@i}H1lZ4dM0&L@MDsw-UB*5wIN$QK(ksVDWJioY)*!3)OXLt?#L9E$4 zXL3AE(t&DCx7t2#xK4B9>zqA#jECQU2cv9^J9qBsJ3W8;25_b|?Y$&N8LJ6vuHeEN%@ z$DLPS!|^+BWApy|=x0-vt()Br#j3%(WwJQ&XOM{^G#yoxXl{RxHJzCTv6!7W4J{RSKvVU$ z^IpvMir({+8-W4A4MJ^A@@Feg4`|!&%3fsPgBl@cMi{{8n|UvRL{edRRo4}SM+ z_#c1edw6g*MKengsDBIruYK}k_~f7cX{>i!Jbdp%eDnAI0MCB#HYOEgeNtQ`86GYJ z{@@Q*_??q);7@(-UHqGW{uB7oFMJyF(FhN}^=%EmKinK(wJgxLsjKNz-G`!nAB)Si z=%iu+ga%I^FY$x_{SVRig^Gg6dV3eA^84ms#G&%?Y+_T z260FMN$k%=W62~L%rEywkI@9Qv%bpxByw+D2yz`7*A67k?E9f!$L+e zWB%Of`SIiri=OqAAvQa1AZWFTxhuC0viEV)+ecr62oM>_9D$%XRIuk2@)PP^GN@}2 zK}7!yEZ!17ఁjt!7dg3x3TT7iY@Cs@|3#%F02t+o$ujgL-lzb~3+~f1Zl$mG8 zOFTW^U{j@_>rvSOyQXo_z@Qoeu`zjwpCz~H)Wj2x?D@`VZVhQz8twB^IUDvxl-3CKG zWVZM^g2VoLk&Rs*V&V~IF@`hwK!+i&XcG=?_8tb z%CBjXkCjGMj8e=w1SxF&m=e*?S2vW@L+0Q>^yM*M8jJJP+0c0H+M9F%Zp=)kXJ{?< zT8)FJ%=B@p&x@fb&{AL!_3IjrG{&f71736oYGn8+zVdwtOX(tD71h@0a*wVQee>utxEMQ$kPpR<)t$RO=XCsV{ zW*9H#NT(C^B|NKlRjFFEmXT{cBy{PHcQ$lvn-Yh&?&IL*OITlS6<1g7E`e%;EHgKI z)+l17q(R1c>=F3>^mIz|84eB?NV_eTAN(s+mrn*DE;f-@JJRsS{^5szqjyP^b<{(X z9IpJ#5C7SI58@7#_4uRxpU@45eN&4+;h**}K)CXHe+;R(GBpoZfR1i>{r)3e{l8`! z|0gy52>78P{FU$L@U#OHdk`Z65I_8a;iLc5|M8#b|5#rihSv%Bp=k$kT&>1{ot@P*tghBe1N+E;p)Xrxbkq1T7+`GvM1`d*wU)MH(bgva8jTy1 zDkM=(Yv*~J)LPFpYp2g%61sr_!o-^?eG7PgTt55IkTB1QSK*ae4m{1|NE6b8n=~P! zb7?kcymgB`60dcAe01eT)G6zen#o%5NRc=#Pd%PRaSn`Dsn%+UY{G7OvzYs9wDzbA z4~pL4>#`v498F1b)AUG6K<8r>ySXS+S>`l{4q|KQ*qSL2d$g${e`eBnd`n4UL z{h(Dh4R{=X%H%<`$l84cJX6%QD*XPV1J{oQi^hqcF&FLIu8SItz8_4_qA6E=d~L1N z=qD3H`)fnE^)sEL`aDNO`Nx3P8FXq|u5D{Ydh0^nBt$BsO>$-KH69J1K;j_Em{Up1()LUjAg_dA6nu_{18WnDSg{xbD z8^g5%g=qe`U7Z<7lSuxk75?^tn0D5+~I{#U_5o5w{Orn^OAcv*m2Xd-lP0jaD>kMCyW*1lfm8! zk3#g(xB(hK2-j2Dgvk|n(u#II>9Qt6)J->g3Ps}ak&5*YAQ#=Z1u*&KfzN0eH{I9( zcODlOjVLph6KJhiGwL45_Kf?STK*w!`lP9bPv83Zxl_{_YJc&#F1|;eShG8Fjb2}L zuB{5%a}cxYV^tVT*3$LG@Yz!TTrtMYTBX#P68_l+ra~vP^2RBgO=J5}>jy(8c0(&h zLQNTj>tfYNaqnz{qLk>0%%7v-X%`a~Sd=xEJ4@{(53-M}m{wpj3~s(sVMHUIAOqQ=LP9neMH@SglFOznzhnuQ|WxCu&$ z86?ovBKs_Y$0==@$paFPVL~4nLvBEs8z7Ji%;oDh_{E<;#Ls;x!}~vY7yt7={6oC; zv_MNEzPi;U?d0JjeD|wg!|m5!!M#s?96$Y6ehy#wi+>gmzW)wB_{O*K{vUk{m(QQ* zeakGzTaP-t^W+KMe6Yd4b<*Lrm+s)=!3TK$?i0K}dJW(G-~e@fU{WMcn7BKCiZ8yj z!?lTVBG{NdeYVB#{QmoBn#?BJ!6=r=FzxkeW#{-!7nvG~Cpm;T*t$RgQQ z_^nfFW1524R#tI{b&~pi&FLdIaoZs~Z_=$0AsBscTHwWlnXL^SauQUlK}>Rc?u^FT zYeLs)I%-o^?lS};I_ruhDeL%)=cE`%?zhvz*SIm3tU+-qwEF_J@f?lvkXRf>`l!I= z#LSdn&ykb`LqJCK)v$BZWIH~K<2p@)v%*r02{IU$UmztDf8jC4y=cC z0MGat$@t{l`PO`-NLcPE>*Wr+D#N-0RyE((;{AF89CYk&Gn7rLW{%BPE%$SaRwN67 z`%YS#tSTu|T)#QTt8d)EYoEA-(`AW@@oZ%7DK@b+Bj#YuGx;krDU+6dpV|Q#Hd>7# zmJmTa8GAyeYTJ_MS%Z^{9hO^4(+n8tHKnag%GG%-)Y+b={i`;xws)3I+#3YWwzj`g z2j96>8}~H&CybIFBg(P3|Az>QTD~aHU!E#k0$KjLTptBNJYIK#>C*|)gPA7g6fbE| zv#oR=nG8Z;K#_*CT!yYR-6Oz503gk1j@J+7+e2JOXSDa$KX+Z3oP+F4{vxA;KuY0K zGuGiFF(ES7 z+UdOI@M$dO;}!o7GN9WjW_N!KVf28Ahp|~hOj0uMBz}k8YHQ$(*T<=!kpeFV36+62 zR)6H)cQ{}XSsGqD3~PaXSXIfyO?6K(aqT)>!|#ke2a36Vx0^Mh18i_Fp7_}WqWj(f zkI+rBbZ;K}k*4~Jd=4(3Wg3Z}<+YN{ewa?bmmDf`uqp*aMfspu(F3E&2L#dgM69L8 zz?`NX&Z$IxRE7K7I5@_EsXwFgZF0{OnGAaEB0r4WYCXP>_EwiIv$tYW2S4M$>T*zA zA3xoD2k=?R7dJ7x`7(-`NAd;(X1D7LjF@UcgU>#5_K5k{Xpid#dYsZ5R7bL5ADM|| z@bj9VZ?V{WjL|D@x29w&RlMYOxkO*Dk#?m?+dDIcfkzL4-Ayw!n;bnd)G0VZB;d9VXOzA>tMUSR6~u{vd~4}>}*3- zLDkqHMgM}jH_e!?WnpO#%&}}cpN#gTR88e<4yUEdEmk#XYy$imHLdHp%)6m=Sp%tD zq4w)Zy;)g_qQ-A?aBzUxbg`!bd4nd3A>BATqlBh1A2NRj78KQHjq~H@GSisP7Mer| z0J{S0a^0VAD!lyhPa-X5c<|tTHFX=(`>2CQjVV#;$rP`@_B!5v>m6L4pW>BQ-@vV# zxAFAJ6TJ7q11y)P((7rOk!QGh{XPzkZsPfqhcZM;vk9J_Y{A*!&3uGKUWmRoyK@)a z`~YvCJy*drzdpf=AlT&+?|%3JUVq`X?nm&VUhb$dpExz<22Fid7Z=KvHCiU=mW63v zLp&s`S<`{w20`32n$|a7KX`bbthq8!k@qj^RC^T`nbvZam<*_kj`N+xgh`XeXTYD6 zBt{W#w>s?LQ8ii8d!UE25Jp0JqDFs1QQmMQv2@teNB&{wcz zQ;RE-ZVdf__HCADNvS={nT@#9FHK4z?XIWVTkx6Q>AH* z`2uIKq^UjIWM8GDU@`$`IMq5lGK@zSWfO)JfjzK*-VbD#q;$%G4@NESV-pt~eDt4l z1Hm2!pm=}h&9*g0WGhfAv1@=0!5L}JT9lg_<)*UO)NO^;YKP17E!N8h<)-xX1PEB* zl(Ld*bY~12->a?h4DN)UslXQio4DjbMX5FUihS#gL7=mwZR3a4w2CYe7KSuVO~%>( z$JLwl*tVV5Vc%+ZUsb10bNhyujYNeKqYk1K$BjfGmYfE1>_iC=13{3NyyiXm2YJd< z06!%_8aPIfC{nCM5^T$sY)7(aQ=}yF^7i+1b*kIlYUd2b_{Lmy7!n7EtU6VD@3rQd z^ZUj(8d8gM#TbG({Mw_Lefjmq{L$DiBd4?ebU{oX&Z zxUTJ|zxkK#FCzNyFaNY{pI+Pl``iD-{@HK-mf6iU0*tH+3;Xo;%zpPfwf&v{@&C5d zi(s#Yjg@Dat;;uU8}3`cnKn9rSyp>7t?aG~VgWZNb8JkUw~5lMWRu*dfkS#yscyg`_VvWsrj5xqJTN#;$Jm8cY~jA?3VsR?uM9pb3nl-Cl3m z5Q1187`umR_g^pJ(DX0_n9ak27;SnX5=Yu)V+-09KNY%c3wq0i=C~4 zQ&bU&)^lPW-S{sk=Z1wxX)TQYa<9qo9uZ%Kcr5si7clATD?1)WYNgA3XHOpIl*1u1 z?EcBz=F5_PPyj^ci@D9kd?5Wh8#olebwKlq=`iXuH^9p17@ycF1)b<~Hl8hHSH;Zd z?^!+(bfX3UzORgQIv=<^f=Ba$8mkB`m>4$NqrfQJ?*`lL+*B66Lr9-#4vk0b4bBh^ zl!5w$95HM3cwxg0zpI50iExfEWg=s0P=`90dE9}T_bm37;dj{D)x~rB?0es_=eN)7czdwZ^N02$KlM{~|DAU%KRFY7I7vz6)-jF( z9tN>Q3Qbu@t06T7<8DBj+0G8LGqc$vvvy0SQ{-S`;Q9c#aJ;-UcmrY$pPipE^=r4? z+HQNpVM2R2u*MvtYqd9L=i0xLv3ZhKIlGQtXppkfL#eU-^9x(9=C*$H08~J$zp7Pd z59#NGYkr5*26B(={T@M z%{|AEi8Wkdt9!3G8~y%U@AyUq_d&)d6T+2<`d_Lvw;)7E2 zu1FLv_GAXY+$(uT%SER3GosWG_#Cpm$d^{9;UUMv8o zN_rB)Y&m1jDh>ura*Ap}PXW(>6_}EYz(Sbl#hDtUG^KSZMBt=|G+#}5jEz=D8a=g* znizY^L~XO#!cK}acgNK_%yh73ilxfr29617*86l4Yn$24hRM#tPVPOl(|ZpH2xSpq zKyC4u0L;h<&GqfUK6-p%T|3z7^xWQl>pe1Be(?Q2wd| zpFXiev*-20Mh0W2Ls_x0st%oPx1C3z(c568>Cvw1xp9$2fx{0Bpa5{Pva@&JvDso~ z?Qzd_8b_bNpn$qXtP>0y6%7Owy{_kM9QgaN#tYvULdxo8R7*J}HaKldAVBgQ5QUi_ zRpv4wMqt8IL{8A8ZW9sp$z%|_1dN%em_SSsjz~}FI|6T|5*+Z_C&-D`UeZOkmol1; zE)s)ECWcA?X&q4FdJ4`0^5|1j2i5|x5P`P{u`>4CjXP&GvCQQVG6;3~gdg7St0J>R zv|xoZerQvpi2|A^Hr=4C)-&$MlqMxMNASrDoWB7QlY%@y@!}vPgCXT%6I2Zx%%&&@ z7@ZM(7(B`l?**)b!q2E+w$j-SPRGW z0Y*<^NX6Xg<2?%8(A#hS{cHQyKmE{l049p1RaUE6Oc}g>pRpG97uPmE?(H9a_IK^O zzyB}nXaDVAw4eFKzhuAspZ`t!iC_4J{o}v)f7!QwWUa>$s+brDCD0GL(_lqjBd8^!1HCCBAdjjmf=rd1!9%m$PU#-_|Kq3#L6bbl&yp7J zzaQ-S@{$Q7G(An%3Z{-Zi8Lz5BBugV@6v#Jt-s8prkQa&W3YdBRd{o!yx7tfCk_U z(f`bHPQF2T2Lq1`iN%7ABy{2(ngMG#{DE0;RTl&W00QTVNF*>VHW=;^_KpSxeCJ># zKL7EE&$+NHuDI{?U34;;q7vPQqjabK+Pw&fYnPRsK3H*IJMIVRc}t%#_QCgestE>8 zpU1-QeG4y#X5b&x2b?r#o{|(t|C@Ux2rQldE<`kUVpvXp@Hu2Uh#IiK9@zGZ7c=Yg z%zA)Nat*JJtu0X3BC)8~9PIe;dy8{H=YXD(vrjK%?D7XP z7XZ}Go#EoIS2=3|CgEhhtmKE|tU5mAKwj6;@_Vn^gV(-jXFodFdmU=TJ5Km~A-xsh)=SrZsc2lzNxwK}!c{ny+J4bn-(W;Q#!zIdJP}hm8Obh8|7c%2ucMC>g0sZwgHlXs4PwNdoI-cWCY8^aPwAGHmNO zv(5cE_w;QjZMeMQ8p4LhDD1+W`)80sATGMY^K6Bx@001BWNklcxKJjGwYAH?91r_%|$L7q#-q~mm{gHHM+~8*Cf3sK}hbi}(J9+5^D;8-{xO4y~2b%8^`K=rv zCw*q2lUZ~u6*qLLC!KzzJRpO^DfC=P-=vJ@5Zw8{m8n%wl$J}}?kMgkg6GJwgkEkk z%Slea@rV9)wt`Fnxj9v$%V(U((kP5{)96eE>GxwuKc6x0IS)R?Yr7*i_gu1oJOT#vJua}cZgzO6`cQpSmWUCxR8u^Cd6fu@bo zHD#rZHk&pZN(gk_CQVz?8Ynu*HP-$;(vh)|x9*OQY3F>tvU2Sp!l)lEr1wwvCKE7W zV%Xqw@An5Hg?V&J7gz`bGougAf~e#du{v?4MNwLFdy#CdWXh7!oavAL#kcK{pHtWO z>YH!b+1Y*DUS8O%ue?Sxj@9DKZm#zBGe7e)_VoEvd;9IT?8(z7Y;qnwdSuUm-qtgF z_0cPKd3{L`;PPTeWN$gI*zhdhde=_R@7o7I_`cm-J-7Ad#NK-Q9sBgNPgvkyKYz|i z^P6wKZJ&JnsU7zR8{1PmzKFJe@zk2#EhpWtzWI)4Q=FABhtLG-m85tGQT%(Xnz%UW-gN5Q^^AcsunFvAAq^a|u7MyOrjdj5% zl-cA5GD=JD&1NP~2Y@e#$U!zXCXu+-E5ypMp)QodkvRxSFr(sn&5|KnrUr~x3KI() z295if2r0*U#P4Us)|fMU_vHK@c%;X=Xc(>Z~yK;wO{(r{zH5BYhSf5|JVPe{lPbW*8Y$G_P?`!sO-NfiL=0m@^@ zQhMC-DA#!0y8%GeWNPWATKQyzRfr*&Cxxy99hu9N=2@^B3`?A^eXtrSH1Nxa!IpKw zXZ+ZQi6YFp0QYgeveVPTzVxLt``VAaV-Fsoej41cF&Sj$Zb;ULp3Sojnvj;F??X}q zFb@V+gN*EwuZZfGpjrhiA?)WJ>DVo6%j527SI>8Lvu*9^^}(Lqwsu4k44x%K;Buhk z9yX+{&%uB~6FDPocD0z>dbzOG8eS7FwOA}>w!rtS*ZGF(~7o+LrU$?rjQNEo-ZgATwK9 zRnFM#-g~&Q)yaG^iX?CxLSoHJzLFDcB8zm0jJw<3?rjhHFPbE>9tS(_2HWpi+uj}s z7GS@--L+&w(4(g7?a(%C@M}>+Str??&h^MBhff3c-M)>Sx^IuI-E2V&$gE||bFjJ? ze7KYkGEK!ZX`K9@ou1k!7Y&npW|f2C+^1a&!+UI!y{0-m0m?xUo-rHw{1YV-k(V`T z=O9|a;aUPt18YLWV-nPpdAL^(18L>wr?q|kCtkOI_uu)3%>lS;NXJ@VMxupcH|fVE z7F=$Lnb1w?BJ=|yi=v`OkuC4je`&rsvCl4_S{XVA>c)b}4Z$}UnSB>lE^?c%*H$mr z?p?roc%U|Wlz$m(o#3p4#U@gc>a1Vv$!6sYiAF9XX?id~AZtDFdel{I>*b2;XQVIA z;J#!Sq?of>OR<;%@aHq{+je1`ByyAukI@!1XRinxy135GiBU@)ph?G35Fr&Q>C=Pf zl2Ss*@-&?XyWx0s>1+cg9If#I*hkFQo5>&%bpXz%%gYzGy}6kNd@!<`;$EZb%)&ic zAWw(i1HmrJT$zIY|b-x@#h-Gx-{%Dr?#%=N?=h6O&nCKMF)DBYFA9mJTTV^4bIqG z6n?IN-+g;|ZQuLOpMct6i`s!O)B#v41UfsfDdzymmMiOvneCgMn*tWuOb?J3emFF1 zPO=M`>qY66&@djD-AQz^ZD|VFHd|6mfC`dG1`{l~Z)SNZ`qkX(ddUKu@pPQvmp-+K zIP|s_;52{iY|w>pU1#nQb}4!&(LUvElBuXms9O}Ogd&~hgWPCmo+n>alSb5pxLLT% zASM+=G?*z*+LAlDPvA!xY0>Q#)99dyJ+%AnkyAy_Hh2AOirk}-PvI`2+35O2M+6Q)?WY9zCZVVoC_)50OjjT$sD$ z7p24mL3;AcLJ^2=w{1tAGBb2deg|n<2xL1?QA$oX#p|BI#4gjC5UnSdu~>4tcG<+B zG=uS_*hXi4U`RB><`=wpL34o#FlaxP+|qLyS!pU-hNa!2@x3dtXeRT@qgO5NOS|{r zfh~*5<~Wp=Gkfsxf!)7y=i~Q`9AZiU6b3u;>wa}Cx*%08J~L(O24^>1f!r-j1HvxH!PB2I9km&Hd~$9 z;@%_QLo%PD;+aA-NKg_cq1ew-j3Q#Ml9f%CA{o_B4&KNlGeA(e=pRrQwk#_<(-dt8 z!<~!z7Y+#nH$5U6C$(LEz(%atwGXSO_jh4fd@>_Gn_ zXqRMcFQo}MHCQqymT(DF^Lv4^5eWuSawyLU_pr86z(!e)PA|2ot0INW^>m2cJXm{s z#R3wAELa}rue@pn%&V$74^~u4J)*8eu_Bnm2+Dpk424gI4KoWvZes&&tVp^s>B_xP zO$LEkp2_{z4@93*#>pU#+V;}rRNdi7FalB2Lon z`{`f)EB0^x^}l4VzVVv<{_p$)d+o=*Vn6uapV|fJsH1BFx7)qlJpa(X@sqFH@|6cx zoISMRCR*{dw5%-z5CvPTa(nCTxea~AH5tT;r!&2IF`hEGO)?Z`TV#_517>t7r+$=_ z1_)i0!Ci3Ky!D)~==NPINO>S8LD@hl0EvZ0++;p4hX`U)b%wv*Fm$`92$EE+_53 zM(+fu-$;M zvY8?X+L2x#`aRd)0VzAX#tysIcGs=#wvBDKM*=Na%iJ4t_qA~YIy4CmEX)?Qot>ZB zV&<%b#eD9d!n)-Dt{{~wbDgOUl+#d>%#V?44Qnnmqt&1a!>mtIjmb2P=Tk9BQPR1a zQ~GwWfB4(KXPvFC98DLD=` z4#?KLBelx{xTixV3Aq6QRR<8^*@40*N5Tc}TD|0R0e}Zhd~p%Uo)_0Akt3{VvbI_4j z8dPUex@XqG17N#z#w_XiasdT0L%Mvk=k%I+*Ha^qpnpHqaOi*n0t38m)>Au0Gd-H> zc~*5Hy@qA^^kKaQb=p7laL^7l+nu$$YuDkLjJaktn|{W0^`of%HIYLe)`e(n{9AeO zg^U9^;ZlyVn!`e76PDTJ_!@;YCZ|u=(vDMvQ9>OpX?|jyzylZ!RW*4^9ti@PKF#aA z@FKpz!`B;LQv9LeEWH@#jE_Tj7iQ?`zABAhMG`)|cYsbt#4}J$| zzx=utqS(vai;eT(dQgjs7|Yzjwsj+%kBS~5YBt*sXj zOg*3plJwkSOL(E?dCf%7fzrwm+%wBPq9&teGgu$h42`2AS$e14VUkmnQ~VUQPcTnn zhS5k}c1^vFO${WO1cPGxk`rj~Z0bz+DrjN~YP_2xdP)T*wlLO7l8@x%j14{ygY}iE z=yK;%fCpIrO^Yc;VyqqgW8H)r46<-jI$HA{^!^GbUjAi1uU>q8}15m@F(cesOj zlCCyHrAGu&Cw+yGO#(_}(|C*{a`Y^#1+(1Uypa@WqQ4_FI4Ff41xASN6^S_*d;me)22!m4E%q zwtxPD2lnZ#vIo6;E$r%&OpnXY{?xwo)wk`-Kleo&n>XxFeyg(Er!or53j4}e@7sUy zD}Tj8x$q2c{)yJLU@ZiiF=Dz0uo&iNU>zZH4bi59DT}r z=#6G+N5-&u9xx(Scl)hvubtc5>dp+R4qKre4x{oIa&rt)b$2WS zH`hDcUhSO?OIfG`FaWimKfAK#=mvsdf;Ancu3Njjy|wtn*%xGtM)^Az$uKh~-FhKv zJB;_h(7L@2w!KjjNpjwolewGi zz1}r8+$Kq>T*QSUg2L?S!M+yUU&7ZY22~$?@WS?oXvd+n$1nCapPyP)B`v$}(Wm!T zR@IpPWBnoBVQ*u$lzFdve46fYildA29l?F>5B^NzJZ)5?bMGco)R|l3sC7F8f!V$W zDEsmX*+HM+V0IpTkcrRt-n$R%Cw}}D`;}k*x~-Ox%`BygjE$WZqbD!)9tZ40(ZYdW z$!gF{S4F85g~)3~3CP&l^UprA>yN)@+t0pln+ohg0Ew979ym;*j}Z+41NHDokU4B6 zrz_+Uk`?kZDkd{@Hz4=t2<$6mHF%9ALt|DpxXoq||^)1$@1+rJIP+LgAIK!rbQvp}Cw$T1Q>N0aU!!|99LR>#ek1l~LAl9N0G)e7;5y_o%}0&a z({C!u56hD>Oi5NS*oJ=(fSE<*`*n(3_JL*R{~Nv*y+?`GD-42`GNyK83sxw z@bcF9YtQ(kIao327lV+u)Z|Z@Pr0j4 z^K?_E!!boOly1@qQ{OoE@=H<05zTOzxqetd#DIo{YtSq&uiECWJ$Jx{?Q4a#A=)8?2`s;9hDUBlb!3pR(B7mw}z?*+Pp z!Ym7VJUlnK45F~cudbd_8i7dyK0m11+wBe64|uNHuC--c+UeOjry>^@&uzI{+12%x z-GZ`@>s9*N?Z=KyKZ*)C_4dQT&Nd7C!n<$STkpPY`PjHqyY%KJhuA6TB*}C{g^wv( zMxc>jCtuS}RT|Z}jV~oUgvt3gNJAPG<(4E(WKUo^tVm5#&_Ly*wy?9laV8D!AD@-n zHBXDp8Jm3ojmE~!{Q*c%rY5qp11R{%y=O7&*}}cW+NqHm0fR}XP6xd=HN$vx=Cvsn z@=gvwlb~VL^$41{`xW!;UvdC?UwHaO=o|WH06-;;m4>D6ObzPiY`*pk;M(1L=^-ND z4bSZkFD1!%LJCq!GDk>csG9CkywmkZcQfZ`E0_#HHLWgOLiF-fpU*4b<1m4rczr}} z0vN1$%~n<|Hj-~RP%|pa+t+-_MxHD$&|5LdsOMZm)fCg}pA9CPF-?eLyleafmeO%P zc+->Uo|%eY7&YPd6x8qeeghNMVZXKhxT7D!jFJH-6=vxyh)zEQs0d2-$isfPV|K|V zjpl%3W?%c_8}?@(KDNV6%kP1bx!Ii9gGUc&P6nA9GtfhAZ@u-l&6g|N9}l+M?ySDO z<+b^PzxV5w_k;byfATkN{mMD%&uGA5^3{~l4!5m!bxE_V?bVfi|BwIBZf`H_!FeRJ z!r3o=Z@b;4U3~xdC$<#UJ_;A8oR=uT79MTt?6&!IK9Yi(l>+m0Hs%iCa!L+;C<=wz zsm-AOUf=fi{6%9gE&x2j00|(>J)S$5*udY2pu*q=fdq*L*QKXq7#*Oz_chG5#V}xT zC(oUr$UTLe$nRkwxa90Q_thEAO$Rdp&iFl`HIFY9GfD0z3u-m$ZsIqxaC4w78G|MR zFO%0x)O$*xmyyE|JGvYc(jRE%9IqGXPibY0{3V`X6)5?(zb5J82J*So6 z9aC2r=X{_Pfz~}T%!B8_3J)OO!{5QX?Qqxba2)H2y(~P z{^Yy2_QB`Z79qi+-^M@|Nhz&;Q3QMa;XT_O_jY}Av=P^+I+3I`;~9>I70oXPGSL~Q zToa0r4Iweuq8lU@$(JkRappx<=4Yzv#vy3+=N`N0Ph^k@Urr7F`N_h*@`Zc$%fIwB zd-uy5i*_)0Hj>N0-$@aiuU|2bQWPdxWrIIYZjN2hC&83LlgsdSX!mye^do!nXaCA< ze`WLBsphN)i(JvQB|!_1$Mb}q?r>0&S|MZZiuHjI7nhT1j|DS`DHnyO@Fe5IkRDF4 ztxbVxyFyJf*e7QT`zE`5Hzwu=T`TB*2h{cT7}qz^}+N0Uz$XPq~K9&{1q3 z|DA)IZnqe2w$?Qn0g%n+A@?Bo0PNbv=H=WnthurE^Zf%Wbf>=qO#d?$>)DiRBM)8Xk%*n z)xU^=jr(x#{M-}4@DD3r=e&Qlr`a(+8XyyfezRKAbO+GNzS+5c1?U(HHa8UTm;!md zVUsIo+#uYMyWoZny`C4s>1NcV<6trPLF}2-nVMjqR(ZZCDI}RA^Dug;RvWYB+L0OO z%!sPsFZO(M#e?xc!c#HQ)S-9XuJm!FO^+|d7`+rhK^?9fqggg!f`FKoYeUj!CC zN~s8nni@snYzU6*xXusoJ;-vqx_%)er)ru`ee%gic6If_-g@gzUe~tSQ&0N%$rHZj zVzIDiPjC2;!(kT;2^0g^;4#7Y@gMnuz4_>z5`cUv6Z7d0i}5^@$)#@+CfZ#ttsAFj zYT(kN3KJ-ofkjRDJ)<|+9a9K}5~+Glx@VDxX)Rn?$L`4c!+n88Oo}9$*?PTUgA=E? zmD%*{`7;_PLrUDwQ3nkQ^37^vD}stXQ5)mkgnk5jC1rz4SM1bxFSL`J@{HQ!jQkP3NuS(N+-;7;4 zlPj?xq%iWdCkl8;sJ6vXl;TnhBAe*IG(ZHHbZqR1Tv;9XK=E0mGqJ_vaTfL5r==mW z7}T(39xGNYR}({mRLtDb_@YR&Sw(hE@xH!rqRhiA#Hr9o@k9KnGFKsA2mlB^kr=$- zgZbX%W)F#irf8Y=PS+hf6@vYv|Ml1TzW&C4 z@t@lM;>NC?-db0m*t7g-$5Pn}xaM7NpMUhB?QO8nKit|T?!3X{wj8Y6-`KPF|9Hxb zpowHTrx{QQ4-1@UO3p|IrOCX@rF;IpLi;<`5PWAKch~}SGf8d`hX(0T-`f`+%&d6D z0o`2LT%62dVi#nBEAJLJM)j{TmNFR>g8CbLZ%9V3LCqEmL&z4!jFZx7Zw!*81e4RY z>(+CaV-eK$Le-mcA5s9o8^_7xk5hND7CYY;04xG6=!H9@{v98 zVpH0W{rFq<=&e&*pRYLyLqQImFg%|CyfSIX^@E%Uj*`!n91M6YGuH*`9e6fLeo>~u z4>zx+;?Ml-EMz9=O_!pZW0=77Fg4^pC?Ly`wZuqS;-Tqm-*j*)P<`iybj2hMa@n5) zWzNELBe>*OmCmjR5gC);cxc0isWrku}?3-~N}M*#|$kG31_J zUmfkx!r6cBphHB=L<(Z>>^3mr82MMhAK0DfwdrFeW3D!Ip^Rza^qAE&n zkOoP48IKs8(Z&H_mg(O(sKYqTyyia8ORLUv7UyS3ntUSzZf3oG{cEq=&;R_F>|gup zD|WIeI6b8#q4Fj;Pcd!rj!87xN@-0BU-R!l5;A&(EN3l4XZwp!ZTt8GYi^!f36HG# zj9?8T>gtk{SWXp)DB`})=%dA2o6^Z@icEJJs`klYw5zL2N{Um$2-c=cBb;H&x>CbB z_$ZCX9rwk<{=lJfF`N7A=kBRRHXhS}O4dQ`zPX$J%M&aslOd)LDzm{oIIzwcHwnLr zTt;@ud@gf{a_adcpN1z{dH>W3)LBhudE0SsgI~$zix+l;IUU!9_dArFFg?Hl`d;Zm zqoh+b(TvXC!Ly0|6m{p};7JeFp_yusJaf5EmKd2aBWMg$&9dxif=6E%e3sy{RFmvC z%2Ng3his7jUMEIa948+S{P*g`3tr3nr)TUhko1r%HI8iD%o*X^HvxqCl?;T zXn<*Kn5XPcF$1zV(QSM(8QdHLO?BzlK35E&UmHbZO*9m5fH3)?S&`!YCL_esO&!^6 zkuslBgPj#Y!=9$K7MoMDUXvq#a^}maku8bdC+0vV_68eD0WUZ}_Mq@8hkT&1PwzU` zVw{Xyi1rSSb~lG3CzG7)kVe+Y55S$#U1u7dS_ozajl=GmD3jT-N3~(PzO}YEaI!IJ zVh3+}=+B@@1l(x*(DJjVsSanq<7iheE_?&WA%n^9n2bEa9knqvjUsI|$DIu29L-!V zi#r;09BjY8wX3V=Oc}VozOcuie>}x?#n8IzZ=V@_?eLypfb#I+ef#Qr@7h}r&h2o0 zX}jmWyst8Xd7StGO!2HdTP_xMa=Ia~6g4f1bREtnkSZk8#iZeu4}3CR(&?XJoSrM+Z-VQ@1z5qC0o%w>xa=hA zSphPR z!LJV29|l>SxY;z#f$nv1W)F(eU{ib$o3wtM3R&04jTYdi03QcVd6uN6I^rI=AG)EK zu9b{Yr=rP{Z%DW^B8#IG50EP*Q#U`P`P}P(<#RmrQ{suo8>I~0%o#5Ek~&wsQc)yt zhmjP|Ona%Drj|MvD$1CUc?_)~?m<@67GS7^n5@xkvpHq6+zm$>*4^A(+0&dRf4=IImY$&6iv^L%5ronf92f$Ti962?A9~ z3(mEhS>IgSaof=d6AUD&++30Zzlp*@PgPB*m z)DPYV2{31DrkG`%s7l6w>lVREK!LNES+$raKJ>Kau^+)V%O4GVy_(KHmy;C}Kt_|% zsOUR^V?i;okU20imR>Rf%0{m>5<>uA?^|!`21U?XO#9zB0VE!};SKR5SxK~6XeyB& z!PFh2Q$G?X=v_0oGzJ;syxzg<5KNqNIIE*rhi4GZBUyh&OXK#Dz8DUerE@kHyHT{$ zBD;&@%G?tLSF3V$qMH-O!nz@|rpxT|y0feHg&oJ|J{gojS|*JslY|O);-{e~smDMN zswrz8Q?{z~33(|`4xgBpoG>Tp&lEEmMh6lIR`vpCMtL+O5Ne!ak39_}-K%J`akS0o z@mQ$RvF(FuU8NfHB{ytN>mdsh7(<|<$P~e9i90&UJkiiQ(BMXRF!aM8ciP9-OBLXr z{?pQJyc6rxK?{$r^XmY>kWsjp#1)$M0!%BT{FXSfn0$gvvO!a1CqDa8;9TZ3Cjx0S zXeCgK)R%@V9M*rq4V*v!BqyM_m{%UD2j)aw+hRGhe4U~y6Jx_Q#Tfo=x4r%IfBe2Z ze%9LKr#;Qf()t@mH;6sk)ZC}}EbR_VZ(#E%Gu8x>*n!CcD(q^vUbZ<3?GUW^1n!uHjp8gV?vZsEga9IQydXm6!5ZN7Vd+{l~p>Qu? z{JY)vHb2?e^6Wm(3<5|pC8ZKF7!5PsAFG(mAYXL|B+m76M(`}NBoR{I#Cv5* z67t6!^*7EfBniwnD{FUqiw(6TekS1D&di!FkjaDoV19OLCD`4l`!cUnYc$VeoS5fG z*x=bB_65#mFfzb&BUma~0P8&s0up4iW%FQc>x? zY}nfY2#ICQ{V{s-2f#hb%f*CE(#|`dxr~vKqa+N;g{*|(QB=lr#)+q!?{V>EjxG=d zp@aM2aSFX0`{|C`J3YQ|y*Hf@WuQlt&TUp)tDhPkX?oI;24n=2K9+?+S}dX&n!Cw|vP`Y}j1`9b8@{}fpCMpMtdrrw{tkua>uMw43MX3tUL^}`4 z^u|P~Kdz+liMPhP_zPQ&+yil{A<##!r1U>L6W3=Sh zKnl<3CMt}nC~I5JmaaA7y$+Lsp&L`UUjsHLOqAOG$oq@?g{@({+{v(wS*g7@?07#->#pfA3G?_i z<3ugywQKfhvg7ZIldWUs7FZ}k;?W|Tjfs;@8q#c*(bNWJe52$dK~j@2i4O*ki-MR2*@Ag>yLVP;6~`b?sTBO!e^M-?db6%HGBPhr)>TOUge0hwvl{oud#FDpPb_rh+a}|L7Ic`u;fR`<$#MWLYes zOjlzv&-#v?) zmS9*5`g=RDfx=;3LRK(4cX#8`<4{W(qTv1d+IP?dh5ZV~H&w;wt2ykrFF>OnlM!iu zuwmDczDVzt%%`kOC;^azMq2s306}xnRGp$MooaMvVQF>Tv1GB z=>fQeK7ah!R&bdoaUy|SCvxTi5zGKy5 zpwibyoit)CKb?)*7C#;&82Id$2X3Su%R^GIijjr8i7l?%D+4+L04<#ArSt7mrH z-dHxci7ov#EZkA#-Cxi~B{2;3jPFn6c#qMP;oJcY`QTH%C{sAH`2b=ton}c&bXLvW zc!|s_fByP-mpqY}B*{l+N*xj#hifQ`t&}-1nrXe|y)$CKfTodMolmS9dfHT_*iH_L zCbL)+#zB+rI3}->1RdrR5b9@`*9lReBAOC1ASp?6L1C0Gn=%u`Sq_;U2lrV(M}HpG|VfJaU}hbEHYs4os4TNX@-XQO&YpmP|9rMO?ex zLFx$k7(jzV=cdQH|M+@O2FR$ylbp{En-LmN*OTuAO(Cm-2?50llg_mUVWkge=?!zo zavbA0)qWu*xa65Yo{`NghfR`}`i>La2+|7G1WDU3Q!=qAheUDgv!>~MNQYz?tQANCV&@Gsn%dg^qpD(MO=I@SXSepz$M7D)M0w8p!@)&2 z*nF1RtB>xpR=&KvrODY?1U{=RVxbcNhU>zilIzY*af&Hk(xr|$C#$^-)yPT^Gr@Js z^8Lshl&?6j3iP`{0YV0YjcVk40w42eLvytE-neJK_G>?9U;6Ti&F26}y1R(JSWMQT zS$-!wa#oE`>4Quz^CV?Oss?}+{7mVQzPA^j+r=k;Ze@F8W!71-tOURb5KZ-S7_8l1 zT0qQSRKu7|6wT@V^eVvh0rmUj%+6kYn=#I$k;60_y_VRECQl}q61p!3(m5Ktdi<%i z+Z#VikvIh@$e3GywYB4MwAJ~!)$0{&75F|haH2N{OtJPTWtJ2SHD9SgW@io-BR&yP zbT%BVru0R<0qXn8S#|Ui$$TFMut}ykJh(2dXttPltrcJ?cfB>Yx0dgZHpAV`E1De6 z*QZK^5*shLZw^ZY0BWcSFdTvb>SC@2e{jGL>%tP)l3W-QThp81Qjy(0xKU~v&DNbM zhngFb)1dPP=PJ(3o11H_!LH$vB%igOg&OB9})D z0m;fW*>ueBnK_$_(wiuELDQ{@8*oL#lw3$D9zJ*BmBEv!dXmf8sL6gNT5Upk|o56 z%9B2e(<9yZjg#ddvj>ZEoGrQI`VH}@5d!{$K6mbpv_yQNXVSF3KQ=aQchaN#WG?9- zb7p_`)J*y0e&jZm01bL2^iC(EPOF@Igj!Ki?}mqsPMVmmR8G5027GC1m~>PA+K!}$ zgnVhU&O)kWurYMjwynS)H{9^7)JijbUrdt{^o{HJ?9u zV$Uv*emEs#wTYdgrZOcg2oV%G}c+vpCaI+;tBO$5|&gGuj!bXDTV56H7<#{U1 zl^l>9_47pAbiFaxm_RcCK%=}!MwxM@6pBPUH%-h)M^Bz1nVWsVY!RRp?hk>H#muED zx=%j2&h9k&DNj2W^*yDFWNtJUdCfgv7T+6UqPe;jycNwDQHH#a5=6U9Xr#F$iV4U* zz@Q*N+mECJFIF3?H}`FEzOVufE&$z0UL#|*5GQ?GND~zTX}zzl=vrmGVnrE>7#Gn& ztZYgXkP)d4QGj{ebAr>-oH3RB0NlWnY$*aLtv}min4|z$J2|y&M{giWW*F(0z&OOh zWjUTpK6PJ2(HG05EzkTAheJPs*0Pp!WG)(|D?y{4+djA_g4YR!CQ1bpHujf$PWAzu zJbiM(#{Z2s-sU9qc6&>p1J3+s_wMto!g~GevrqY6R{(NAjlYW(n~-ES%3gof!R^s4g9y;INJMNuCp2>Hu}4G)9(j&cwY*dO`eQ0ts*r?u*Bk2?=YkgjGD@0yU@6S&9pi>x8>%9dlL1(lu_1n+$Pg3;QFmKH1Sx! z(8ci$*^T<3VFpYP^5jIlM0XRZk!GYkO-U4Q~$ITp9x zZPPR(SrCZ6Z1=70w|hGtdxLM@5x^g(SQ!BTfJj((*W05#zwKxg3EzWx0RX^k&Z#`& zSag3`ie8LV9x(Sh+d*d4HUxJdLCKj`RH#YzlnX=?*PPPlWL7N~D|%f45P`G! ze1xe_)?{ma){KbTaqs z^8PR|3id1Sy>5@6J+bY@r42AI9$^aW1G3y50r>3ZvzhI%PlHJ~uf)#M^OI+4eha5l z>(4MI#$aMO<&$ndz9cV0^KTfCWp3{0l8KD*a&c^JX!iDR{o+sAU;AtC*{hFc^y0u- zn(pD`!e6+D70)FLitHn;=kDXmIE8q4(!b%a{TYb$@%1c1t}%QtI&aSU=mb2BK8f(Sr}}4`J9ZK z`)|HIF(acTIh`jj!D__gsB`Y`0P;%$@wvbcDA9B9gVG@1Z)@V%w2&rWdh3AEsf z;rlJ_ZFr*A#QBuEB97Ku1R9OhI5(>{D?_(C2fWIWBoQLDl-%Fq1;|xdc()! z$m5FKksU<_%toXcOqN{gkDM}>exW8WqV%Vj5~om?J~_>Naz?jV71GHR3kCYGed@NR4k$ zbC;Yo$#9S?z-jX%rv)sKL7R#096$CBI&?IBXgD?D)BzJGTxS*oHc^O37m`sRt^s3~ zqD>TFXqjkmw^?~JsD_^nH}z_w>c`|ntk8$x$TnzT$+17m(9p3R`7Mm2C1Q4RkW8bD zJVjn`TJ94MlYY*PLA(G&Gu5=Me$Hw8Nf#Y-P2&{pWzx+Jo@fBK_2$4>NSfmu4{n$! zGn6Q^5@@}_C_z)ss79JtL{fEHG$(tQN*=7;dseL*usR~?aVXN0apRwnf?d&IZAJtZ z+Mu@a17&r3W;0F$i-|QcHQ17|1RCz-*7mn{(S2_F_R^8*813w2V}JWU`Zarcv7?Ls z7Vi!D@ckf1?V$YJ&ViUL898R6KzWgd=5jHwIUT_SQIJ~0j4Ow6&j4w_M@nT-V7sQ!;|xK)?7F?RY{DF{K$DN>gz+)h zkBHFEZMHtK^@DTE7c1#79h{6?$SjW3;3nt#B2j@0KM+K5(ANq@X_}0S*tz+E%70c7 ze8G7!hL@Tx?9V-&-yHbS&XT{h*K&{S+~}rj4}4i1rl|-d02>C$ioDq3+C|YaU)kot ziOn}>Dz0n-S(BEQW`gq>_Z2?#g|kWS?r$c8IS15m7L>_3JF%kx28^Bc){~-pY#KXT zpP+QHlhZRh9{2Xy=O5EUxjLmv+d1+_&&Rw56I2-Cmzw)Cj9zOi=2euC`|OnmOZW0zbI9vd_1Bd*|Woj(*I6S3XSxGDUYKTJaQzSGcP*uI+Ff z>~QPxt{E9&{S;{k#s-bdI!px*lAr||0gVEL0pQiM-0Eu0c*!_l_})~x5iLwJyF=?b zWSl?nTbVEXY{Hq83z)0?x+jks6lwq?XQgW@lXPzsqlbkt_SWAYZ2$lu07*naR0o)I z?yv2z+cAO)_hfx~&ra_@a7IQUuq}_;v&7WM6oti;5XdEbM0S2=>%1FB?OBPII>qBv zRxVd;zR^oGlH!0d;hrYGkD%zQDPIX>3Bh{-sYGByn9h1cJ*KGMAXW$g0H#{3%$6JL zp8dcs@biZwO#tzIOo70JD&#+ur;KheR4C_i@CMg%b8?USHk#OO><#7Noc93i!dg?i zGS$z@9+#mbYcKgSiR}C@A?;i*rZJ9<0de$+Ax9s5D7Ff|ci?3LA&_5r|TR=Dg8si?|#*zlNT^#L?{^$eS z?N(d^bvD=x>`|Q+r>olTtrqst_detV87}#`d}E-aCsiGQGXVN=r2oPI^SdFpA{NdV zDZ~UW{M;$YQVf$;y`*{Li~wE2lPA+!HPMl=ln!h`9uxB3>Y`&(hINfSI?wIj|M$LW z-}no!a1ZdLE}2{=Net>L0s91Vim}2 zGqG=TnI!|*!rr>OxwZygFPWq*+Osn@l?$7LWet;J0Djmj*_dMhkXg6iJAE4x9kA@w z1Y2>J_7#tNJKkQ|QlG1;PuT3E{!$Odz8{5~*z_S-A|en>mI z#+e&c>1TdoKa}@hdxw;wG}!WJt*9tFneE^}Q{iEGq5SS#^a91-NSDcM)R2mjg7m+1 zuz<49CY2NKjz|Pu=0W+H+`dI6wnXjqI5*SO$Ei1^%*Qg11_H$a=x~MRW$m$kh4g+| zHW}QRq97vmWNr{eLogYh1Zidcbw#UJ1C;0{#_2SSEu;&k>v${Vy!ZD%24&LvYYsZZ zaBv~F7hlE=>S=sf%9yBSWYBUkXCqqFrE+*O*EwS1n~6Gw8#!C>O5wFZQ}@YQ5b8g^ z)VwEGY%#3!eA0>}bHu0-VA>QjIT=S~N8*QJ=7>79q;q%BBt4K~l^ldEPci{N(8AQr zdZUl&F&$`|j#ONl-%vl(k?te$! z@Zpf#HNmmF|KMQ#(vN=GzCPQ?$R$%V>FdikLU(GlWL%Kk_BoEQ|>I+K4^cz9f+~1VVcIt-}aW8X&e~Tc;Yof zunnXEC#TdJ&sIxLtKAqTry*fZurHS!WSG_B9L zfSwtG(k!Oym2+(n>lI^%6UA}3qgW1isRO>B_*%!m1z_cef}88qoU+stLkIyb?}Vh15TVB98Y zyRD`GfrUa|om#Q1xz7Pm+Jj=hk7m0I%i@KQ=$EWdGG}U3YH)i_NqgT@IlV0C(v9g5 z#>^h?2E(#%Fr8=Kse8iPP&uG0KuQ3v3xQ zCSbB4eWM&;+H=VX@cDy>_TyjsI+<@jc>nuc1Mk28XZGo*pV`lS~qKKgf^8~(TVv3B1V8?OPWG6Yb1UWr>k?&J#0m+m+ zxq((e{eEqmvj7X+k;ANQ-f`UyToyV=Z)GkU2 zl2TVztCejw_cUGiePv9ViGohM$UI@A7&A^@A)(stZ=K19CbOE^&GFfEO)}|M z50xC9Gu23@#x{%-qcSG?y3%lH@{9Wtl#qdYphk>rE2R)%&%tM)2`;AMd9L$FS?j0| zs+lbz(^!{QoEG-hYiKSPmc^Mk7N@wXq^b5ArMfHHLBqA=5hTDa^T{xLY&uYw z$K1Nm(RlAjro!kz!=bb0*a>tP?65mBG8bP%{Ta$@MHOJ;qY+fY?@6aan%&?{3q)(4DQ z&dAik?VHUDmqBpKUo&xGv#M=5uWhwj+I+dN(}$Im^cKr)v{d-c(YZPt}N|LnP4Tw|J8 zvou2EU!)Bxc~4G5Cu3bZO2lw%5iQztQpxym4GI_yu9|@0J?<-pA%h8Mx&!Aer94zA zv8$jdWJ!>{qGac*Klz&djbHt`J$zI#Ndt94UL;0syjw}R*SAAAPRSt?4NkBjo9N6L zyIJMadpv_TPd=xC-(oykkMnW4q8!BRg@-a&y3f%8WXET5lPJ2WEJWdtY((=Y>dB8*NXTR?0q`~o1A z;9w8Y?S()`^ZF9+Eqi#62BTogmb0bp&Ar38C#nf{Mv8prut&^ioN$-370>u`7Clsq zthMBy<%3P!UwTw!J}}~-u=1LY#+#)}GFjt=ak>}u_kzT*u5G@W$#=|sh0$wwMY9|8wVDobS%Y|IiG+FrviD? zOGjNv6!7K%HsJf~v-OnUO>MYnVy4V=*VoA5J&H2L0#mA0r#;Al7101gB|N zWjz@&l9f27i3UKBmh>b5VW1+T(JY0iqIm%glB^#jQh>2Ca}zoqh!eQxCOc8)Z=ERg zi8hz$MQp;c34^Mvvo;-S&N@<#ZI;&DI88f)0`uwsI$u6TKc>jbY2&m?kyZY@1{vW= z)uVk*Xt@r2R}v_;FEMd4nVnoD<~&AD!Z40bG;dj*gC>}llZFkzl)aut2Yht;}H6ROCT4|3Z}R=q|<~sHqvMQR9c#!1R@L>EnUZJ>1I&44QPQ5w0& zdySBbNis<4kju0wg;pk@&(B+c?=VL-rMH+q2WtsDo7h{bnz589Hen!Y^^zbFp81B){H$S z^PO9eSkLy2QkqqPPKE!`Qa@0DSyevdr|w}U|@XmX)Ij^>S_xH*+gvXUFRcyZ!{aE1A@p-sahN+BQ(Q61Yc6CMmK-FpGG zTvfw3$-eL`mB@P^Jnpj{9Dp+A$Kx}Zvfbeqv0M~(vZ`&htnB>3!rpo3%zorY9#YHC zR3C0vsol(EYJJB*jg%#*UW=)|vq`>`q~ZK(-&nK1v76_gSaV| zu`^|8Jd7H;rj*T$p!wJwYHd8y7pFF4l{fAJ z5t!N%NZjW$SrtzAKkW9D0abZT;A~81ZS-fINnU;j*zhvt0rf{w`VhEuX=rdg8mIR( zDi&DC8Ul3~24hHE8ak`XIoW-3dXOYQQW-HwAk8a8>(AB0P1=6Nbdq`6wYJ-O9Tv91 zDtINB*&bgz96TK??f0fg_uPGOg8DszC4ZJVJxnEcx7)i!C;^@PKK(@` z@x`+Ne}&HMeN6ZNxEH%1Ox{j0_P-K-;&oSzTkrAEBhe@jq0}E&)F&Qm{i07gN zW4cEt$x&M6ED9ir9ub#Nc~Q^G2N0$=X2;8WLp*DUxwqdf)Nxe&m`CXUR!B z9q@9l<-nda^-%yryvx{5e=^hS<T3L9vs5)I=j(C4bv ziKEuas&z!v-))o!0-FQs>a+=I^2kY4Sx6G2B{Kz`Xa*?-hXpA|g z`HDEF$kM6IjNE%Y+|AAA9CJKC>*^X!Sew5&8>g+ckg@~|rqg?eAAt33vO#^J02LN{ zC{$)sQb3UbY-Zj&iuTR^frZ1%Z}07jbwfJ(m8M%XWTAS%Cu-lP!NC`lms_o6%ZN@-33#q-A&WM^FCPlm&irhDEAMDfT zXHw{X{l)Bf_-H@<^MA1S@85GheEj$;*VU(wC%X6p6npdLkxlc%{Ucc_c$3dBPn`T? zf()tA>*Zn(->z*c?`^;9Ege_(&FXJ$)35E#9uY#nc*CyASJqi^JY1U@RbxuzLF@-- zQK7NIo`h`pJ_T&tc?wRX?^JJkbZqk;qqsScWpbe*9||(W8{R*DLk0mP4b4`;IQnn9>|DUHV$|@Z4S8S&@vv zjlBELeQZpz)_jjH(frKi6g@vLJQbkVJ-}~BYz3%pj)#-I9!^|4hx2IXi?bO`px*KI zXous4RB+sjBBN8(6R35@aS|vowg$H<64vX6D?y%%@WdZ~Sj+sfXX*p|7k+rRvt3%* z`#(GxLWRY^cnw^Y z+ED}4SMroKLcfd|#ZUu-7kivtkM{EMPd1;PZIc~Ad&**%^v zSL)Kiv`dmXRT$r5`X21z;`OSsyN&{%JT}YL&|6JS%^z*0R7fz9r&4N9&&W4$NF^}zS-SNk{3i8jkkG@`HEQE?)D z!|HWGz>5Byk!fSgpRT&_VQ7T|H>=SNgR7>ssXl?I3>Yk`M>0PJS^~`TP6@G-!2%R zN+KdFosTw>_V3P((KvHS!y$L_0u7)6HN(AUn}%_q8+KJuQ#85Cp}CFex@g=f42EWT z5Cj9ln=>}T)-@9&r{nrWCL;fChX-8?3XG#>a$Kgb_aP7S5TZh&> z$@WkBo?I8oDyPgfCRnCum~3U#^dfZ8HQf~WofswlFt-OasO&{k-{`n&5-n@dv#1mbj__Tmrd`n4071#O5vwpo_V79I_pqgI%w5Wge|>ZdTh< zBIZR>te&JJoqJ0VFw=D25o8AtxJIdSyl{i2{%RNm3`!3cg%6j=Bp;F3@8sxOt(lrO zrb0}K#aJ;>02>p7J__R!TT~(~#3MdEj7)NYt0$n?YOv$^MBNzH-LSh?1e&}M+%-dyi@kM39xhQ`_(6~vlyau(JmxQBDF62=z6 zI%q;hYIQs>D1Jwe1+;bVYo%1}L*f4-y)ZxWR^VoqHhja_HpaX$rg0^JMJzKlf<=2o zL>D#lOKIPFIj#4dDJf$mW4qAy1-;#k3-N4oGE7%#FQ8eBU<$umYd+p7j<7UV)ZzL} zW3G?C{Yv+A6xDzH!%udGzXg&L=HO9PJG>^3MOAbpd{tn~1$ro++w!$WAUd1em$8SB@!+C6x}O3HRbWEuCA zf%xQNM%qd9OD&`_PS>kUbti)K zLF=pn%=!K`u{iSqz=|@2OowXUM<}mjbl#}Q$%O@H%H%%3KHK@_$#U_861*?g63rq3 zFl6|c>_pSwQvQOqe>%L_$AA7En{0q?6C>E*XA6++p5}*{;K*7syx9)V&vtnJOj#9V zXmBKlgwBtkXhfAXz=_|)_xs^*z9q;2qd-qWsm@L)wWSk;#x?0$*V&CtJ4J`l#buUP z!9~N4#FLx%(alD)$5g^6h6lb&X}SenGBP^8_YNhX13IOt<9feu&k(v-^;KU4ciZ~znY>J{TO*jt=S3 z>D5L^V=#2OT$;|723gJ3eBgTGGlORXjg0`Us|@43o*O)&DhXiA1Em|g$8RakfDW8{ zsI}6oeIGnGo0M(aC;R4IXZ`mBuQ^Q2m{qQ3CFs;uG8!@#s;NFonl?IxpF^Ms@X|Bo zCbrQST1y6~@H0|+8TBr zq`0YHRRR@dknoy1yjW!;cd?PivsXI!_s#o9EY-LUGy`3E!^?&(bo`CTrYLN0{3x|! zRPL4Qvy-0@P4lKJ%|c(FUhMwOBMnoHsX$k|ygu1{KB=bm9xKwaxIVhB`7^OOBy)3T z`SY_4NN;+0MjD$_YQrS88a1kHG!^&R)G)J;CT3XmB98Q8w7l|6p* zoxS=O!#g@ibMzBsE9uS7!5!=E4+%hX*4x44cTA-9g3*H@nCySA5tpUa? z$a|;U>#G0mhs5O5G?kL^8b!Vejw$%GyCMP;G)G ztYTqW(+#*IX$9l}q65Y~jKXDt!w|V`S89dpt;io61R4RDHOZBqlW4e-qgj)-*+i=h zSO17`%XzYEIm!{e$e1XKmg&Y#y>bE-#ei>>oy>3&n|`|E1{Gcrk*onOF%@wAlGDCK ziA%8_6;GEJMnPmN^?>oB$sLP!&xdlY)l&Q_A7fuUDH@PG|zoS_sJ~!Q(_jjZ|uGo+}08*N3 zxU4^AtW+hVD$o><4*E=Nf-W*1>}|EXBQlS@rh}FmOe9SteIg@m;Ox<2f!zDY4gH}@ zMNrs#?4vi#oa_p0qBjZ}2NY$Y?d-GM`MvqZfxcbuDRbdIJ*+$tfW>j_X%iPi#52;| z6~HjBhd&22iYmS)336%Qc1cF1N5M3m9aYzar8KsWJXeFE|rNmI; z6nrZ7>C-2BeSIap9$*z3e@+y{DzPw%Ewglng+_4rFCRZ#Z3P|n=im5TgC#@yWaFN7l&;5V2WWbjW-LTwdngyBf)Ct$JO+<9Xilbzf*Kjd|@ElMg2tNgLa1-=tx<((KRkQf-^w}dcIhh7HT|DlrGbI%j83`k{ zPaZvt7sG#&kzZlT%bJn|8sW;b#WcYrgM!kmp+%08p(Pnmjv`yYF_;9ohL*nw{3$+# zLrrmfvE%cTRZP~dXLm_Y8i=3(pFH0k{zl#Q-q#0WpmE|cn;d7wsukuYh8X==hNM&{ zZvv0cpUK{UbOQhx7%`n(`m21T$WX+-b9Io42~C}wyTMb2*B5(0mK^W`Q1RkEJtea? z9bo7;pAbL5f*;Z=raLi8IMRu#wA-Gl;_v0P7336^QUZ@sO$@z$B4RE3N z=c1@lS?#v;NTIoDOH1gRF)e+%`rgL#nG>Pl^W0>24FETHUw0rR;thR>#rjMp zx;<&)l5!|7KIM@U%>dtH$Ps5yL}#-{8NCS~&y}7Dtl`8QnI>hJ%S(oJIFl4QNe-&C z-H3wRM;qb(OajxBwBr^DWbzZk{Wu*CTn_;H1{vtl@-o+@Mxc?c*m;!VDd#@wioCEi zlbEB_b<0P^P2onFTTbqYGQ0Et%f}CHIyl1^^K5(6F);s~X8Y~uf40;6KiObjt6wm% zgglkLikd~5gLe$P!7PkGmpYzDjg_B-2s`;G6<>Iq^96_acK=b6s_h!}>qMQT1_ z0jdUA5QCSFKt0wc3}YR{8+>48F2MtE)Q4%F23j!7WlXeZ$I@2=`t^}4>o5c^iWl~^ z(&aTJo(YkR8g@Do;|7%U1JTgaSMm4?wVJRr>f&8)1NbV3iAv!%ekz_2Dwi@7|WkLtA(_5nl&<2u48h_c@7 z3|pSB_}*!f%(uvJ6?3GOGa4XagE?p!?aiBe$rn6PiT+S!zG08RSW`FOo3A+3)%a%V z?7}rXxh3^nqh-x>>}T<&D72t~#{`yn(7l}J^>B1Kwc;8VYJ#E3xMRVPET9t6Z{h+< zTheK&T(pUC>aQ3RH)~P^h~l?`o;yvhgQRya zh|SQZl5+AbE-v;BI?SDBzusM#T!fE+;%ma>q-|u)yrr~>u*olBrZf4-;&Bw}Y%&w% zM78T}wHc_#Sy3-O$UWFv1SBsxY4x41i4I~kH_Z20MD)p)jLu}C)4$o+HN|tJYw!cw zbV#S={#uF$Q$7kpYP|_nAqup!CLLs9fJn&OqreV>y{u&Jr{)|#v%kNiMk?J*EN6ir zq>{-%b0T7BO>-O?UHlv-OhvDcvM7%wqLaKJT&Nbj>L>z`2eEOY=9-CPv^z>nt|?aOYnrV@W7)iAP?5ql{Wc zXE$J7onDXr&p_hGvBhxuvt^{1;ho_7fJiM1-9E3Ewh%SK4iHI#q(UkVYzO!nq}B!m zlmUg7w?$)`9D}_X&F-G*O$_K+$&I0K7*E;v0?0!A{d?*-sa0#KC@y*ElB77wBj=P; z;9U}{2~FF2v**++Gs}Ev&nlbH;wdMA4|PKLtISaxP?ZPAtjUjxsu`weOl#0Vfx>Hc zy*PB8wF|U8*{o>1)NO2Ye{Z{o2R9x~(qgB^{os@w4fKqp6UeD1_k>|w6$}+==xJUw zCO2#2SAsE77mSJ;zLxIJ4u|2t zvppToHXaX>Nf9D&#>04R#*xvCb3&*oCtb8@8hB+w1NWEIYmaj964&o?J=&jszS{rx z-~HdVUq9IE^K6HsXHjn+2Nox7G?-jVcsaf>Hy!Kis3~rrXX_LP%Z9epHYvGI{+Vc2 z1dzcx>hG~%RDrIuBH_?HY^f{l9FXtybE&rG+`{;^XvP-)F517?{P_=g!G`~15oV3f z*~xJ}HIOYYthec8$Cm@ya~@xNmsolV8Xis4dL`ukPP+qK*dGO?5kgM$SGsJb$q3*_m{V8SB?}|J{Sr$~mzV z@RglWg$C>V`eaWZ-`nfwPn?p4NiEq>or8%4v1WH)PrCW5wZ2m?-7>VLU^!hzuc-zf zfMoOM+#_&hlt`wKgIb~`a*(Tve8uUQPfCHxVV2HTA&W*0! zrvlHwK+lD|+A<2bXB=eZ6q(aCocZI(7)8*Ol<~mCT|OQw0DF&1G$;<7fFeI3tsLlT13XhrFK8eAdud;1dn1XWa;_Ysm*m zXHJfWST$nQV^YO8X`Dasxz+9tBB-ATeRNw>+1tEQG(7Pp3v3xMZy0kOQb-NWxWDRL zm&%j>PRZDMYpVa7Q zyq2Vp_c!%}h8B|3aM)vgyG(ff^Ydr22WYT1IB*Ie2>)Xm6Q0N1+x^>b$+oKFWFLS2 z*-jsRwfT4?K*&Lwp{7{b{_%~y{o!wHegB5QIR{Rwt-I3q17)#JWzF(gQ|};&qld;T zWlQo&Pk<>ZqvgXPaIYD2R%c~g#xvPfZUP(iyaVT8r~wj^brRnP@tkf*J^G{_$v!Zw zC9v;uO;7dlGnSGaIMP?w?1SBy7*Rbq3rgS)rH}FiiN8{-b0ptfT1)+a?-elfGnq%e zydE5clJT%9Mad1Ji`J$y8R)ArC<#FW41x$U>~?_7KOh13!RvR6gb}N%x4o_eJHw5Z z6OG)%=UTMQuWHo&GQ+*N+M)V8dHWO94pQEZ8vhH#C?yB!=FnjyJS+f*h@|@6_1O zqK)(_M9iI8fwU@Dmu}oLqUnfGCKi2zMM0)7j6Q-k&*5n^{0fixw1c6j8G~ zLG!Tf)ie(SwLjL#3RwlOg}~g?5N@fhS<}^Mv5RQ_S!Op5FSDp%6HOXMZbo4dcbL?K zI*qGXfnMx*A~h8o1Qw-hTfCrlXL`}fRYY)3oIB~QCpWnn-4rY+*@!ahh^8+-0auz~ zc-#zr9}o52+iz$tfph}sz@{Q^1Z_a!0?y{Jc;;+JT~N=T4`ZREDHpYyx@SSn4`8R! z^7SkiQSH4sx&a4*o~?qTk3ywJfznAswcIcIS_S~tEsT@YoU*G5^U*HVCqq@u1!tNx z(5gIy19@aYM!jEg`nYIx_=cD!9#3!`KC{T#K0Mg{y9f6@$XS~9C1D^AnXK5N8XJP- z2$NzOQA`98VI>1aY^qhc-&I9f5-R`>_i#1GzcaghyJ`~@lL<+H7&i;JHNwRa3hpOU z_&&(fHKv1ANUO=<AafkZEqubQI>m z$Wd6Jz`$gd*}(;|H)k5I`Gg@Hgrgzyy$TcWcXuoM>6Zg1|0n$ZqzS4jh-O-e=1Hue zoWO`W`Q!lAr9xF1RurMx87Ag*y@v(NpYcTfdI{P`J8HFC2j+xD3zXJ~*Y#niFU-mF-2 z42Wa}b>52YzIn9WcR$*&yR*t^nac|~3B@D!PA3{lauBihAp`T+u`Wq1t%^l;8JKIbd&`@h-MvLx!-LIf z#aJ<{gX`>Ibt)m#@F>og*JpwSZ{EJ+ir^G1b&F&sxj`3;TY`@6mY(3paXHv;zx-n5 z^;cV$BCy4em>g4J$@tLZBgS#q@2O>lNgm8idENr7T5YL2A83}ia_y{u{hok*v6o-p z+v(*u7V)UxR;a52TucHiir1TiXwYOS;kiY${o19gv-bajR47;a8A4_Z)yTIbGa2FspVv`p+Ut4O3g6q|T%y<35h# zwK2%5{C6^0cs_l_&`JsGWJ>^)81_9Gh{vZ-tP9KR6!ydh_(IdMEfZ$ezIIBOFe+{r z(u3ZC#PB2v7H+3HGgxa}3smhogAyg}Ot7hwdwgZ)JEf0VgA_K~#eVzs&-BK)U$2;o z66^tvwkBtQuH+4aKLhZ$+U@ylyuQ3ra`WMrU+mj=Z@osw5JR#=oOOswOqAoeM2gaO z)K;@MVbE%iGKiywKm4D1_msj~!@h+5ce~p=BS9>p0FV64Pu%~m#{+$RuqS2pITx&V zHLEz^`-cZ-)2p~Iw)gIOqiV_<-LQ39=MO#voj4oFG|kJ?n#g&Ifb%x z?Yt)5~kIULaHQ_{%Kb zIe}mqf?5C-8ZvbPyCboQHPGY(57aFu0!?R`^=UX-X4?#%{LHT2ALF@Cy;xSABEx6K zkVmxo5(n+955PGOPZ|ziE=nf*pZ~}Ip$4K5u96|M4EL8yBS{g=$9y{lNwiS#5TECKviTyKs6EnRpqMcZnK#i@j?yEH=nQjLSqz2 zuvw(~N!Ka^kV49;)6qdGWD!~PKV{ITDEv#+4R)#%4jE1thF-|0M^?FnWm55H?S`2Y zNT%Y2O`w{in8>-gRMNoM^&sJ1T-yZ=4fNuu-vH`TTV#*tMY@MUxIMc@ewJBK#JF8mUb8etwnowC2>#lVRL5$g*<0jJ8yNJovlMb@$;9a&P2Kt-c) zFOn!UL#H`h;x#D>9l0jEM2&A^C@ttdNt&~|fGT0|7<%9?^s;%G_}9>y%7r!EK!tqg zRFws8Ha&l^-~FHelYRQ*zi(7FHy&JZGpq_FGPAb1F1lA!9MxjyAmP{-G`sc!H-Ftm zeJ!tk^KOy#E$@is-}QRIufO?&c9>gC%bHcfzw(zJ`0zcr`J?uw+KWVF)7KyT#-rhj z>l80h7iq&6*CN21AX?O$FScB9Yi=9bn!?>*pQkj6M`;tbCOe7GAD<`P-in}Mi;>jy z<+;6Qb*GvouByg0UB2;LmiJDk)okrrLe3+GN@K^|-1^%`D40Sw@0kQX)waK-pe8noi!aTP&`)DhAbLcrp zU28VO@U}`W2Q#+g>x;=#UWr7p_jnyeFdCl)W|)^}nu>Ykumf@~iR)du(52A zZTIkwW`dLyDf*UvEU~v}eS5l*OASs>AMN><-`n{4gAKEcKk<5sh)&8?M{Fum7uI+8 zF6)374jk`kdbVO?!(&qNlOmRE$OocfrnsqcZ7>IPt-(IotClyys z0C_-$zsp5l3%Iv~BHp+cp@;|YAdt;{g_K&9oPnDJ!8*^7L7bi+O{1vkr*ItV~ex~AJCcD0iBqfMT3SCCe8XQ%t}wE z6PX!Vd%=q7NGo}VR52S})1Eu`4q}5|6or;5jl!8_pClo}(=5}zN{9Jmm*Xo_Demqb zG&OZ2(D%Q7u>1R+YuF{bt)(u>Kays|yuzg(w|38+suY&uX5eHyqt2L}ePP-&Qj*-HN=kt1(kGh2x-P7x<%e<~9XX4b_43yE=FdZgp7xjo$a>Ak^M^;V5 zp-t!gqNbSc3B?}K0WtP^WIz;OqXfY!!8=!xN=8r54mWD9l#FP2Apfx|(`+u1i7M(^ zeG^UZ5t}aN+<)`m{`b~LVMkM^)r!#vn8r9GeW9$k8eaOCE8}sB6;Qa-(98>>S;&er zC^FTk(m6*-91}y*bYxftdKxkzuUDsm_#|!RhqW{pMQj3fXS~py5Wx%u2q-2EqEgJ7 zT#r$>E%u{2hP_d*lj!RzFifZ$rZZbP!=^?dlW}1<)XUu%raau_We_+if3ug9BDHse z8<@<=ssB-GQW5ioEp|bI#ph4_cqz=EG+mDqVGuVHViHDM-CE%6RK9 z)%@H9D}K@Ra@)S~K#Ydy>jpetv&sG2>o0v?;0Vhv#lJNEOJiBs&F`i5ngJp#4O49| z^<~4JteNxPv~M>ufN1c)YPO0k8MoHOOKxm;8*$f3X(hTHiMIvS5kd|LOxaTqhjG zzrNsUSyAa`t^DOzy>)25{obJ`z4;Db;0|?J{M9FJEIQ?D(m;j3dV%fB_3+nT)8ZLQ z4J^=|G)8K)&lr*`9P@*N;V2kWPhW^{e*AZwTq8}PCzE4MMgf|e*XL*64@~|Um9*V6 zRt*h5rj8^lR?jug0&bf$=;muwo$)Brax>wb>qXSAult!&o7bn`?4wc};F`aC z{NC<*Z|qWEyuk}#7H3JBny(DKH;PXo@9+2a@c5?5C2M#Hp*9k$Z)Kw$K7keRdz(&2 zHra^xT0Ok=`z3FJeic(~-!G@uI8}Lt^iCHQvkH=wtQ_g2CO2!}zyxR_Q!m?fDl*TL z{xsOZFqAx>?CH}dJ6_Iq_wdHP|C_(HyN5@n8JTFSJ$^wkTLB=luBxLAlDov`^uz!&?)`y6Vx|<8?4v; z9-bI$dw6{C$XWqO?mr~(n2pcMr`WaFAO83+WG_6vxo<{(WIk+mb`=2P!^6t;3?|L{ zfBxC>e4%vh_4sTMU_dUnyL+$)Oz>w9uyz!^Phij_4S3REQkOFo9OMkZ&>n!# z9Zh5@)3%_#V}Cun^o?!Q>~iC>6*d3>AOJ~3K~(C=&!^;0v;t^+u!waI37~@~lN%4y z?*|cs8b;x~=vFqL4)*c=2Ld+le*D(@t@e6=x0kC+o#aPiiU;@l#n-!g^f#|H5)+mXAd&5XDnEoWa%PSoa@*+wMehxba zu<6J|+VXos&XERBvB^4n-QOwBerJ>-QX8yGJmRywf%wgm4`As##>mJmK|${Ko1RAb zOkZMB$eH(-iBQ!+Edb_KfMO4tfXj7b3JYq(xqV@4n#V5-7Uc4xAcC83P%zyYy~sV& zQ6?USqd&Bh5dC^Hd1OqM%(_^MX`0cC-jQTh5tC_C#6g|CY2-s55l*6$#>37FnLWxS zrPSJNi-ODHD6={=R4+_%fRK3hYq&)!AO1#T?q4%oUT^5q+zDw4B(l5NAfuVJrWx`p z5W0<8LYp40oXh(()4!X>BESI)bgg(iAU7d^GDuudT0v0}X97PQfaz?)z1HVVq9)Vq z3=w$%U7-1s{@P=%jOgO&dXq~YNf6;a9?1?j6|%>P#Tv^j7}9V7eHam z!Hj6pPTr^y#IRYe@Jqu}S>z1Otj}(W{21EjFbO{=muH-S^*k^jR3afssZ7zm1g)Dq-IM z^Tn@4Irp2&oIS6n+JGqn(l`$;M@CO! zx=(HD^}r$$)O-|-pl)-|H>J18K#IOSD{o5BP$7MwbXzZYu}{Mv;_OD3pu$(l{{S!y zE3aYJm`dN>)2xb86ii`22gdYpSkt_&N*))f2=ICURUT&xioth3{;kKcrCY;Kjusr` z9pMx4%0dmGy&Gd~WhA&fC+QO>dZ&+{X*7ps9}EFB0qgJY-A%r8CWV8V zKE?Ds(2K#i&X8tdLihOij_*^dw7QD!BW6fb++HsG@_sm9RZGokTG9D*YZ(g_=J zRI_X6b8m;IXPfFXfs?!a18YD`tE&jcz6cWXB}1OPLrF=rHVhwFLflyE$Lk}u2I zI{Is@xc<6sYn%1n?jP?hL4z&!0H%l|&653@MDvRpwwDwU>u;8^>7-PI;jVAf^FZ0d zsI;g-Nd$r1cz3_`rn&g~D5|~P6KT<)yU&2LWY7lu-M{$yx zjwkorVu*A{>NuG&(}jk3GW)R2(;nmongpO>_`r3lEg zN9O^c2ABeKT_&;Fk{XsYe9d(+s7C(;BjNFU;Qbw#8dua;;0)yDHLQpF&vJgZmUoUoqS?ehG|19&!?4UA=HL|D-k*XIfPhyz>RIBa@f~aNu z70-X7tY+jfHrHRAGbfMf( zCOSl8gXxktw~R=el*0&z*43I!2wyB~9!i`-XU~(xLW+#x#wk^P_&zm+Q$rnh!*AE9Zt){fke9L zdhge2`q37eplQEe+t12fBDW|f4VRK%U}7XH+aPDGgWWjB`w$Dmc_ySD&2mo8w@DUAd4GQZrCFB)f$U~ zashPXxvcv2<$26sz0a2*TWY|hG>ei7^qYIz-2IIm4;T8-U_T6VF`P%%@2qrAQFfpe zj{cd9JpM)FSpSDw6orRIe>_>aTkRp9Pc!JL9z%vUb zUNE5R2RHXc0gkf|v~@P&cXyn!dL$P5fytYAOi-A(;T{oiPsfx56P*3yomh%GJ5xyP z{44?xjApIC$^YpC>Et-pws&{7qN}_o(!j-?^jtO2oU9*Ct}i|x?B(f`%P-_31BY%T zTA;q*J zLfGVT1j-Cu9)YHZ1ud?Xn;N;4GGqh-C1&ViQG1+U?fUZBPS2mrkW?^xeUqC%lr4pN z@5M6xnDUlv2BtRD$=2I@vti>VWy40sWs=}%SadlbZ9+!*=TBskkevcXq~eh4AXW?3 zD4NbNUgI>|S&aBJFvUt1pp%{#?Qc`{=;-z4-p!@SxR9I?fDb$yAQ`=!Y(AgubbKMT z8;wcNxW_%{6?Xsb2l;7quJeWIF4&;`%Fd@*-Vkndiu-WUGfpWfJrZyoeJUMiqlo%y zb~t1h)*KQzTOf6yuOg(YtKO ziZep}N5TlWzu6y?G~~rrVfd}Tg57IkuA00HOg#e_pSZ@0X>wtGOW8?M?I>+MfF}6Z z9De)Ne*Nipc6$1ia@HNF=j)xV?%vty^*p;GkCaf!}Jgw|QRknt`q1K3x|eOWZfmRCjqr$u_;TiuTlb=Cz;XeZ%|IJG*zV zm8V#sNru^6CxdG22UowpU}qz}2Hp=o&rD5rOD2lU^E_I&IEYz2y#xk!#knZ9z1!Pv z|DU+|Z*jBBs(KePnxd(AFW?Y+c|v-I`MLn38NLK$QipU=?70971MChDs12VBrTEOH zrMwWBPV!)9lMVpHlVEzSLz6TD_s7j;dzZo>wSnn47dKs=#+HDECEe#+M-RDE~4s7yKi%Ky?E~jPs9m+p+VJFQ4s~V z+SzWu^9`)tglR@`+F;FYp?m9ao9o;Li+({yW_04grs>YP(o_tto;VYrnMv6EX8I;nAP@ql6>D+k_X4yFet zb&Ig0h~7w0Ce}#q+BEOBK)+Eidl6P|u1EEPr)r%tk2Ba8lpZXgOEjV>T#uDhQFG}3 zRTGzpr<{n|6XlfaZ&g=Rgn$P!-{`X7iVYk4_V52Q>$_^tzy3sHsVvQ-dnwcwgOa4_ zjGO&s>n8a~ZJ*qt|4dSc1siPXk5bSGeC<*i;w?TztoopXtFSVVsaDRcWHVd z1w6I}7W;x5ws|oXbiqu_+~8gSdaG8PP;+muVuA;u+Rmt|9M8 z9=WtgQKlB_xa3DKJ`v5VP>6Tae8*H+I$Ud!?WJ|nEe%B))7xjOyD>YpCP&g|4O7XW z*@rID;^2(uy|%qG+gHHs0uQw&vIaC#7gzgImVGqc-0!Nm!dQOs`F*_k<6qiOkScEiYbAURS|9AFKWRG=vB>1neiVS@mBG3m>%!n{=MCO^ADENs_FdVoMYo1dt;be3UI_UB`E?DnZwiN$R=e{3Ie}d zx1#oU_2!*z?(S$5XLJ*XuKi@`>h#1U-x)~GXgC+~illkZUf2n!@W;TtYy#MTX^~IL z-8>0qMW9vUd7&g>7lU>O=V#WTDU;_`3WE%(>Xfs%bS3C_L|tS@#}Ikc;XpM zBd3cft5;qtW{gALNQ160)4Ty=8O=GdR>&|-nlE-ad~!PGc(Fly+jxAo8M;tv(iH^^ zKZX4pvKK&mAEz^mU`$M%n!jtq5_~2%Z1MsR@og~kLv1qXGkRLmvNvE?czE-Mg(RMJ zH#6?l$R(T6ICBas9dwtMrkiOyNwJGFYX^ECRreg3qh^|Y${ZT&s(qobmby~z22TZO z>hZt%a^U)+v0Qj2#gv(E+sph)1B}t5vo>&D&))p9v0?M!X$twqqzmtRh3w?@)m}dT z#uzl*o7Mh~RD3+ALqw|4bHYsqDJB7sMXmda&lj3&3@X5I*=#%}k+F)&pDVhDueY|| zIdjB^w-YDJFxou7Jd?(a0|`c2ho>huQp1pC`(St9{$QKOZF| z+28Tyg|u|8T~0Cw*N=x!RCTF97>RQ40I;A)T22-*nA&XJ2)Gn#rwMx0h`w~s3JWz+ zW1s3QE~%Xp<)#ntvP?NA&EY?}2NGVT?=%q?z?Jm8z&4WFB z4RpTr)fv1KG|S(rqZFH*2@UqStE=K^KE0`#WT>T}k;H=Y3Q12Nh0 zK5_hRR?sbh(o@|E8B|M&qLX3*8R+ViFM0iX5!X zv2v+z&_ia)lNsOZEON@ydQtGb<8Zb*=5Tw_5WCxJJBkaljnsFJg6jNf|utLj2&Il~R-B%QpK&KZe4p37GP=tSV z@#S!27j7A)q9cwn*b4Xh_GO}A@6}|d78e!8U}*Gx;|QvdDKWsE^MMqj$!9DW3X5qJ zs4-fm$saU=pxyMX0CksrN7;%=CpJZaIm_E1G_I3%R@#J&<*J;(y%`>OhyV?yDMrn$ zfvIK5QRfYh0vy^CM1EXclSjApl^Pc{&{_GqdDerarux<#uH|^nUeI6?&gMuaF*PaU zGYabJ*Obf&pm^9|=Sc-)X}Q?3z=*nTWcnA^B<_2-o2STMS%eqqrWlU?KP{m9VxC4v zVy~0I_P{2O;_!qdhN+P5x?%j%5_uTY-gFc3Q^oW!#j1F;Vda5QN~}8-^J;3iX8GO` zJ*C>5)U7M8(RY9UpWDN?|6u3SD?k4p+9purCU0)|+SuGCH~0vIu{8uWo`}Ufq|}89 zo078a1E{NRG&G0d8K^wf-ExaSuGFFzXK|IVQ+<)LyDcUqO198G$P&O7ThLx#gCm}ktFX==LAXx0`p z8aH6`Mp{(40Az0fF#qS;obJQKt;n3|c0#iNiQSTS3;?5FvTu`6_)bp4G$mr;GV-uP zv>xbcT{Bto&)w(2>2%4TxoDt6=jUME)%SByjK`Vp1z(i`DGRGL8~-putJ3#P#h)4+ zThPRN9O%&;(A7 zEbEO0+Uw`v>*aS7OtR2s(^peIKa933&df`S zw;YDP4GV%bm)u<3=F8E}hi9v3<^cx7v3tI{$z9vKQ`2nV`{Mf~+^fw%DFGOG0A0rC z7iVzjp7qe3b28t#(5qWwSdY)o_VZ8w%%CbCf7`5T|{5{<7p%dyCjo+(kaYIx#Q`FsObM$A}L(kKH>E!fzCA9cJtCJ5$Jahhk;ohu4~Kv7^UW#4O8@mp*4=IPrNIZU+j^*v$G_weOw^Hx(v9WYwJ0>{<6k!+@f7?+I%? zdk)0z+I05)L&E{Dg^EWyW}SD%W#*72?H?Yk+wA?B6^o*(|6GPx?gLXb9D}#P28l8N zO}mwP$>pzEgBG0eZ2TFQ=#j=?bwzw2e>+*om%aD&3vGZb>hfbe(A@R`Q@2er(DmyyO zVu%jBnaDU05F)jGuUuT8l((igcEjXT#aTuC91Yfd;la;`8ScN+RoXsp{!&b5^!=M0 zA-OX?76)Sk75h>(>4a{=R48US!qWslQ0pADs|^=OW^A1=SvF&nfC{}CzuVBY$#P6c zS&&>t+w9#8WDtcd$+Rfw!bNVbfj%|KfrX=XcJsB)S}dSPnW$Kry>YOZ1`4I>BY%FJ z+Qt_->`p5U8HYzV);6(=_fKuZW{X;a{+<_3ccUEo!xtI%F{#GH2dFy!K3&Hat>T%@ z8{6G)StL1CKQ%T9zt`jqw^Q|Jrz*{J10GZ4n})+F$5SON3)|=NiXw~yok5aEzs@*x zsf(rgVn-x&ySif$=;v2Qh%2VhK&dAb= z1*>CrunbLDnP?`JX_UEfutW{1#R_xUXVEA|>PIx*e61U2U$T?<^Rt!fl?G?fjboaK28|64d|Nh;_VBPKt&$Xe zkD*~I4<@G*OpPvQ7GOo-mxED-^l#Vd`hL%{Zd%epmIy{qzah&EYa1W$GP6j}Vo)&- zt4A!|(l|IkH+i@UiaktPnH@gRBxywuXX6xjoTYu=w8BaAo|wTAz?CU$RpeTyT=)h) zFZiNM#~4q1wdwL|LazcF zR@AF95)RMlC{VG?_VVeIef;>FJGZa5_V$}^N%ak0&n#af{OsZ7nP=VUI@!S&rvGubsUVv8UBEmhorWjsH~e@;n_$s|Rfr;3*p4 znbWe~Ws$r$es++xK^pO78?o*f6*l^i2fuf@Om_FMvrefBIgI=Wa(kpA>PSWd<8rSD z>sEuaV=RgN5-chQ12MU0=C`5XUNcJ4YX{$ZX6BvmJSl;ZZH3nm>x_deML8BxrU^>n zyU0KiH3*p|>y`EQ?`Zr81GRxU@*4t+bI|KqLv(WDce6^EBhJ*6?|hP}COSMCDF4iI zP4B$H$8{+(0OWZ#tbKn#Q^kAgx%H(6fKc0>69hh!>wGRA(Z?v~Fo%wmgR&&d#E{Jt z^9HA`zV~~$$bJ{Yzobpp*~i|d%%9Tv*YuVU0y$1nn$~T`)F@Aca6Cba$2mf91P=>n!#N#nY#9! zf?cKNKjI6?M)B_ogU7y^>@Jg5pDGunA@pK-8B+^B{oyBj{q>Kw8#>!RJlJseNJBe# zKmhEmjCk}o^{oDYeT7W$XZg%{fS4yd-FMM+VE@$oYL9H)3 zH&COkx0{yAm2Y~AXjtp)&v^7JVC?ug+iPfA70#8GVQdgJtEVdf6{ONOf)m=5%!L7nO##MBI2vsj2_QYt|55pyrU6d#6Fd7o*&PX7E|SbuuNE)7}# z%m3ov@m~;q@zekSAOJ~3K~y?Yb~-lUzTSP&R2hr#4S}BIA_T1CgttYrS(16cOj^iX z@rKnd<7mf==Lgee9}9AX&TX{k^NUZ?%*_+h#VPk^nCxJpI8HU8|FAo^u)?xiM8Uk#(qSji&C2 zBf6fPd^sZs+1=;YBd;O8>uUdKcdNZSzG@H3ZF(L|joOM6EFN#}C+$I_KseWLj-+vy zFFaZtVU{i~In9$3l2n_f44)rHQZx;coQacP7@yrt?<1SpV{N8Zl=+0lnMQ-A+Uce! zD$yK|PUpsRd_JAs#2)93;(&4qw`T3>07hvT>w4-+joe7>A12nE26SHF!$b^}%pMv^ zWbN+mnfVPpq?>xh#3*y$$9jH#`fRVSFZ}$RBFsUjn-@7j^@Nv-DakZ7<5L(i;k%(& zfX@tde7x+=>gaO-BpyLlHI?K2Wd?B7)Z3b&o~Nrg#k?xBo>93q7zQDbuPV5`IPDQ- zG^{+g{qV{tI{;wE*C#eNTyJpS|K=M`9_j9jvw#e*t4*gT2MG{`2LPkSWUkl>8rRK0 zGq#XMfC&)BR4_!scb(~Ae^u1p+NbE9ClO%XAD%x;3gl+M*nfs$X9mrt)(T>tP>k_? zz${qb+ZF{nXsA^zi6JKWDolBOy9Mm$*l_l^G(>oDAM9?VF^fzp%ReV5#u@%T#}_-l zKGCSJo=*gWTq0CjtZ-6f*@UQ@-cxV@ICDRMp4-b#_?#(xLzgjhL7!AKQ z<2!GvgI&W!g>}c_$MMr|R*tWphEQ*$LpbwugJ-z+ae$HsvMq4tvypTIZQHCjHuoE@ zC1qeSgFUH%3=Y2#9XMwm$joM7(tN~RPSWWJm zS3%D1CFQZ0+4lE4Hd|!FXu|KciZ?7Vkm))NnW8SpiNm!j(`Pq1@!GA}Qp<&H;`9qDcrA=(R`y7WEVWm@}W{ z)MRo+9$NU>%}R0}ffQip{QSFrZ}Qe!w#&3y7KFQdzuaTe9te);|H?em|0 zvP~K7e%0IV-FMdS?+F-^MbWvjGB zSGh4ZlHDW-R3C~~X(n@=Yo%~6@wh^#{yPx043rtK-g#ZX$#qJ0J)XI?V=%|hGiIvI z*~{d-)I;WMm~Ak{H1TqJe@Iqm4dgBado$&12Rr`uM}okVDX%;VmV@h*C@;c8;t~a~ zU1#n&D|j9{11d*y-DDfY4az8TL7yC&3Tjz2yOv6}yv!5+q@$78BZlZEQhR+OSDz zF^fZKEN0T`P{^+BIy(KY74$fWl#ki9NlzvHtCm0!>&*>u7e*i#ZbaP2 zI9LB49M_9Ao!T^KyOho_AexSdaX9n!%B^7`e}CdlL{UBIa4OX7`*GNF%92QXWHvoF zXKR{|&3ff@9idma0jtf*wwsM@H(R^Af3VGN=aZA11U#(hL<~@Zl+-S!`JL!h(a>45 zVe2d}vyNEA#p&EGO%V;++@z=JX`>m;-WaA%hCZU|f->p%M{cj#V}wGUQDRqCbK%aj z-dI$bJ(jYV@35fMrWLv&Z?a}hD68mX$|n_@V~%D!CEMTKF|S(Zg{G^ToGGaQ8*3R& z@`$W%r!>7Y@idu*P=Az7*|I{WbC&$Tn?8@hoLx65I&Ya54+d@}wYE4NGAObmkzDCu z1fEZJIK0>ePZ~h1^SL3Q_}x98x$PTH@@b~B>K!POjtlo~R6|76P;rVOl4&#aI(Dr|fIKqg9)l+^S^{<-HJ2csZ2 zJ!UP|oT!sx#GGaxraZ>?16b!9vR~UiIeqVXJyA=E_^->$3)wo<(UzDl`Q#jopq|r{ zb<>5KT*8Ye-9^)(klf_bdB&*))4-po(3SOl--_nu6w3oIUNfXQvm%8200M=Stb@s; zpRmr>kB@dgIBTOrL`2q9JGtf)duEu9ItX_mWo}l)=`>Ca(N3Z5qGs8RgUHIEwoCvc zXubeJ#S-B}c65&xe7`9>BZ|82#@G>?3fD*ZvQ^)cO?bE}%QvDGLQVc4X-X0M<$7WR zY6AE6cU!xAxU=O*DgF#4FC5+f$-xCs_CbT4HF;*-*F3QyWsxz}1}ZWGdv?=S6tt_M zv+Zt8AQ1X=P-)NCt38cAftbrO1>?PD%(H;90G(3g>LzLeujRssEw~wDVniA>*2LM1 zV`?q~B;oH)r2gjYQK(T+hBSmE&&!#U7krOFTWSdgj0tSYeY?KgAv^g^%x5cTRG(aO z1Nt!j?omv=ZTEY-Uk&oRnC<%dS&Lh61b+HN9sLGk z&4Rkhl%4h3{!>tucY6*!LXr|pHd1|+wt>fSmE5yvKA!D@sr7iWG+od#I;cO5stKI- zi#-wd+9MT>lES?5VwtQ%$r`dWqyS~%doZ!6-l(wkR3XX+LlaJU;FSzXQp^=iH&)R1 z*Nmq$84G7grP%Pz!LYNIjFUt15Hd0}%;#78_5H7Qd3|MbvKz8>-@FyGYRw3=JghX} z8Uz6OS;pEDj0Nmdv+q|``Pu3M30iQ7BC2pl?f*`|ZSOuX<3)|P{5{AB8(1Td7L99- zvj(gc4txrwwbqz+wb7X)yBqa0u2r}4y#SPcFd)WuUE~4Oc|)4YU{gIgBQ$lQ@=Hgb zP5O7&tVd#1Degp0DW}+Cxk-vN6bd6p)>)^eVZ!CXI>Z1B#$%EyO<;2j8+-HkovrR4 z+;lHYt9gbB_{W)>oxv7n*1e%ROpsvaT11T(Zlw zkfVM)+WVjX$v*u4cec$FwfVz-Z~g9#ReV;|e|^75l#4epkR<}>JR$jGHSoD4v-foL zT1naMYtG|V&PD|&4MtcV?C|<3<3UBOmWWUG-{l!9Zv%YiGXeI9Z*z75z$erp>4u@n zlru)LWP9`OEy3t%zKV5X^58OoSJL7a$+zq5_p|eL=h^l>83QImz1D7OC_z95453#r zv5I??1nXpU$#$C5KjqwNlv(oA+)^ye+1quFFloPr)cVWw?R2o0kAJe$r(Y>g*uVY3 zhWj@@WQN~I1`EQyC9ob>8ioS!soJtQz?94k%{#qBc00;LnA|Z8_VDJx>y(#Qk1e#t z=Ld#@b@ciKzwcfL$$t3phc08q&NtkEc$Qo7@`Bxh|hC{+qm0gz7oM8pbLlHUZ_D zSo?vsCX=Dce4=j+3EgckSI^7D^aOe!JWSIpL|Bb?PKxYM6b}wZMnL$XmZZt0E=z`E zIkH((G(-zBYij;LMZ-cKHH|E#6RH(n4ONu-K$T~A0BxFMu->41>>YsWy)dq#!bZej zXX_aQDAd%=-KS*6gQ8KnYf|x|HOJgOHX}M ziZDR4IeT$xm)YudqE7kv^x2Lt2VTSb?baS2?rp!{+TG)W4WIz6Rzk6b>?wDa6RK`# z<{Q+9QU|Ff8rPS|u^VQ&e$yWnTvKcwWt^-rHbwDwX@xv=1!PU(WgyAQRXNcxSbFpJ z(e>|HHZhG~pBFlB^!zEehPBGc^_ICoU@uou{9J?9Nv2XQOr?z4{CYZ)=`)>PsWHY> z9~0F9$b07vI1%hM471+a?*0v%1x{8iG=O0gB*&2ClPexl^05GGhxb_*X&6E-veG|$ zvlRfOg(;nwBF(f@#+TuLFik#X#lf(>d$fB@fmUwX$@faJ7uAMR2iKmAhG~`__G05n zn&M`3w>ZHv^LH4Qv<{iLpeO|GEotIB2MVsD2F)r9cNsi{8Bct!oWkE>cK-~ax;Z{_ z7oH0$7>es6e7*>pN9qV39SfC8*{zNaUi z05D0>L@Cab*R>ORUtKSklYNA)^LS`FOn%eq>m*4=5VX@05)}(+mG9MKIom*o`IXEo z*V451+%HIxOS7xhh!%o&(%F+#9lRbdL}li`c%?+2u+|zQMKK;%sx@ZZc(DC+;$av7(TAw7cy+ z@5xNly^*xj^T*#fxeahKD-WDgb$;fZoh~CkGXOt={PU=KAh!Z9%iWwzJWar1DtJ9T z+voRxw0b#sLmKBy6qxIQlVLn#DfEv?Yc)B@1o|iUj^3TMs~89zo`}WAA|8{*=13om zF$c%k2(u9@oWfmTQYSM=0^rF3ezF&bq2+%&o3ZC!H!~|-z&~mcfT;3X%19kJx|9sl zt04eBtas3eX>2H?NP-2@>q1t!-7{Ak4JN4FZnUPx2|qvibBKh6^YbTy+^AU~6XBj7 z;INDXtDL)Y>cryc$U?JKw#Ogt?cv?`mXVMX5=Wh1z2rqaYpZhUqZWWv?sO#c>wI`& z4M}OpeoHDYbkaP>dY26(MFFN7gT~n|hofSly$NVJ@v2`LshHfafU*UoUSMJm_P}Pt zdXja=?6m15-86vHj#51b2&sbIHHZ^b)=W+k$oqh8+e`lp%30RT=sIEmxQ+pO_$ueR~WD}wt#5qa;uFLJ5 zWMe3QkknX67bYnj4^Nz+e*gFXhUXuZXI&Wfrj{yY4WyPyBV>2E(~xBH>sTY^+vpR6 z&&K+%rUt0_ZRrJ#`0#?$@i3#sy0}gnBtbUlTKNw@|C3!l{?Q(WY8yO*mhAq`8^%gj zMC2tmZ4F-_)S8q$ZQX-nD}M#*;^8*7Le%3xpv3{~L1kIbHJ$}l*6hN@@t-P`XRut5zCroeb{d1dFd>X%7pMJAKZ zAdduqVBk!}sq0184#TH8_TCZ3sxM@!t?0cGj#!F`H)-%2a8ljN2aP!mR*irghQ}tO zPWpWSWn(gb-`SrD-hVu2GW*TyH|EJ}3IcYJEieLBro&>{rV_I1!eoHM z(6K)bjNp(cccOBAMPkm*z~xFGw{+E3^qJ6q2UxD66bla2WU(q%j1>EE)I{HbLKG~Uo$q^{C zghZw`ZV+`Lu;JOma#&Ypu8GnK`fjBjdPO!44^nf@ILv>j@f3<3-VH^PgGk-THxrJK zvea6d6K^dG5L?CA@O?0zpBs;m8x3YDF^Th37(6pzH{ETwi|OhO9oNAQu?}#^9$)S9 z@sqMek7$Lp0CAw@^MAN}l{(7?RJlGW`Wb@3!8k;mGFahFnl8dJ`=;V1h zkHUGMw8}X-4OBW(KP%)D1FbH;&-qC20_c?I(}5KBahlpxY_(hSGq%R)dbU@5CMBSB zIQ+Al7+&ekk}cPj8(N_Vkl`Ur=s4l+Fcn?f+U{%}&*oxf$UO)X%2XzM{rtf$hbP8c zK`+j|ws-+`1g$&Fz6dg}Y^psQ_SKtv+idrIMxYBO3#FVqU;T3RXOG$EUhqx=x;mx~ z_|%prNqWBgoSZpj$#F)ly5<_sG=R&=HJZm)OXW;0FsA)kY?e9senR#T^uH^Y?pf%@ zwck#2Ot9s7fypc74;OhZ2%zgcat)0ivaS1)1f0(cXvjKhq|u_M6%?{20A^GT8&Df; zw`=!^(3;F)#)Sreli4`opoO0az|1d4vdijpq70@>H~t@0*Q)C!2jJY;G7JP^W=BIn z_oA8g+@|7noRkwXbu2a=pKN^nNOM1c%7_4PK##wI%;C_U<+|WqlUPz6i|6gb18LlD z8l5To;h9)Q?UC6THNDtMkZxh^RR>7`n4Dgo?eO`7T`}QD6xi;b#=h`bsJ+~*vwKa% zoWfap#=RT90~T8LNQbG`Vi(;PsyNe%zAsnGj9{RZ(_|z3AF%eb9P=kJzxb^8E;k$2 z&8W=H%2taHRuxb{o%q_pI2p_Npu_87vPvOQLLA%aqy|cLoJk5%lZ;|Z+xsIi*7fh6 z2fl`%j6m^8X2$6T0B)E)f!_;PKxVAj;NPuGY&OWao1GQG&!4>Ez%_+I8qi@Gq>MS$EgQMtKEAhI$+q6VwM=%w;tjS3(^Ar*tbt}E z9k^kv*=D!5dGgr38DR44pCjg<&RWen^8^q?9H@E92Cl~p8S3TiwLT;NR!!DtbAqF;wi_KojPh*GY0?Ft{&# zy=0TU{NX3YccOnOSkI_|cK3Yd;P2DN;3F+V;Qx=TH(QbuY%a$(Br}81hq)Z!0U|h(%&F8>vAxXr4Gs{Q;D276r4uQByKC_?*nn zpeik*s4hzj%dpjRMjMWk!2}aAG!cI9nhGUMbcW8cZYuIk?&Sgw)r^WJCTH@{86yfp z?k3?jZqjXrgL@77v=G>)zaQ?{kv_0mRdC^Anj#F0m-nz1arnk}T>t_Egv=ng$ek}U z=^9B<3oQkOmWXF)Iu!&c%p~;(m?J((Ne1`|&Nw)KW@CDJ!$Ctc!Z2LqMdhFlrgY9$ zSXdy!UDI=oFL%4YPMtO2?{c0*Yz&3pv(M z?f?}I!yA(y{CWEH3|e<(xH^LD6XN}6r|W+vT_2!_^hrgzvW4Cm*w`|YTcYuh6e2;| z;Ov70)O~Pw+-#ashB?!0bCdT%tar&a@Ogb|0zG?npUtnbg5xCAT0&m82_PFjP?HXce}2qRorLyjQVVN88$k3n35J{DR? zF$k!oq@L6#YhgIbJl=%~4>g*lDxU;qrrR>fGhyO1e^RrXt(zg?eN?dyG?gtX`m4@1 zsN<9vK=<~$=pD9R_K3t$9oJ26NH6V?jcvVvbC_hw`I{^bG6gv8t(^Qjy>aIE@P;p^ zfZAH0ZlJ-JGmv!RQKPyv|!?tHrb^73jguP=7FPMAix zk(!$@?e-2Fd4kDKlYJQq<*ivIk$9Zr1DP(IcsX4$+1{7jgpS>8I^)?uGcTDLp7Ts8 zfHxA(<~oYHSVPz7P4~j-p=nBjiL@J-A#D8!@HQkIgIug}Yl^)Tde-jYB^C&#irx6~ zjwuen55V5MFTJ@bd5=4Nzk9HuE_S)zaMnThdN^Tv?vr_!xtX+zv)BdQc=yh;7E^F} z_W(k1Dy%06jk|6txQOAG;fSngtHk&(2Vie!Iq&q<^xJh|h(L za=+i~C~E9VL2fa*14wO=;v$-E1Nb4z?j3BB+v``bvx;iMoWm<4fuf4@#(hSdt$5no)9Hkw+MnkFGuA5# z-ghIF6;pMWR-7K}@btlU56`&g7q2k@fL*NKXSUMZok1G(C^jA@2+5c2=E<3mZ+hG z-$fN&ppE&_YH3zoqpo<{DzBE7*O=>s&Qg?mZ}>`re~xMRrZx@Aa(p z5S~0KJad3E%#bhm`x?X4HKKfc{R@Q7nnVUeiL%JS=4*pl8EQ}1e$cNA4BfbMEz+|L zjnn1r3=bFoN^f6YWoR1ATlo?VBa@eWEgVls7V-20XMS8KHb7Y}{^8&c85wM|QFDGPct8HR@t!ODhwIC48mJg*e$;mwv_ucpq_dB`g!nzhKGygS zzK-UbefjOLU`y=%e1x~i)$(BvDX@ED^*$+#)^oyhjd)?Qf@ckOBM4a(`K*|6mw$Sx za=GI9K7Rhi{^`SKuym^;{lEkoMuE9Zq98MEluXZHTA5W}R>hFhoOzYFm}E+kx-yPY zrxrYOXR-PDV_-lOdZSDW`lz>;@2GPyv~d3;m|VMD;MLmw6<}&rj|=bdob9lq@7zv+ zL)#-MA;Fx7|2Q$U|gh11ZInvGvHSr8nst|A27rwoO!3ix^sX>WdSj{NywZ07}#lYjfA?PP3d$rSTDQNf8~MJisPB zn(d&*a*}9lf-zN}NWYFO%(l{LiFW3-X{L*doXjDoAV+})LCd2E={p1SrfVqyZ_mCimS6}7IwMl^gWG$)(@Z4CuY6ueIT?|;F1x&ShP zMFn2M^kuGgz1~18@~Mf-CGPj-htGk_OEQZv_J%G(LPWTj=wt41eY?D(81*6mx~k&=CMh1#=UPT4Oc)p;S(JA)Cz|eOeI}<^ z9()?=MSUZ25|cZ)4o~vB2r4^^`5bgV8D{dmgb^VR{m{Sq8%6Au7e~@C`vL0(oyXP< zhl3o+#eVS#rcc3cm#(!7eX4at(N_P9h_Dgn9B%Vl=!SS^?iWp5Qaue}3EWP9zO8GB zl(u>G8)&f}X;g$pc_#ZNiC%4aZLY%nDXU0ukPp+V9$!+rE#H##*DZsoJEmIUbqPab5>8p$oZti2LMT)0bo{y zX=I^y2f-huX_&wjHxzt-gUOcxFi{eMrhi3#I@HE}KU>-r{C&?*zkYo|13!ds&A`3x`wynf?w0-h z!S<&Uo(0Sn@9)s`x*P)gVt=&L(R`Nf}|XaYtb7Vanqd(!^F#?yoCovqeoUEysd8Bq|R;{SAJ zg~_Xbhb#6;GSbT33qu}TRON-hOFT|_yiI9?zmeaNvtyKrjI~0jd9QU&)n}v zHYu~twPuPaTVf0jHVpPd*{LxrsAbMzBUAuj7J@k{mExj8qJY05T7D-Y?P!b5?BH3B`Hh7#{4^BP4YOez$c`D^m!aAM&}^0w z@qi(-*TU#UVT?+1RF@cgommvK9I}F7{+>R31OpkrU8!wD6Z(Z|Xc_n^o7e zpmY@V{PU0k%%a{gMj~j|GEUPJG^=rDEF2%spm?Y(T3W=`q*x(6j?Sz*to4+q?J*i< zO6m&>kGa!X*GoCv-Mb^b(FXtxcMGz!y9~2T&nXI|)L$H_EZe50qPZpImxXmaA5O>l z`{D4aY)fRd;-Xf>gP2-b5igir$CM^=YSV^BnmOSLQ>sAtQRpJJf@WB?t)JCGk6puv zMzL8jC2V!mn1zjCgXVUtv%>Ek)<%ZUFQWVWklC%^L3fR{4j`oN%G|XV{Vg`zT#(WO zU{g+9XNU`_)X2>;d-Q3rHy!{B)WonMnTc%A83l^_G{D5sDL2`KGBz3A(2N5*=Y><| zJj|9~?qZ zHGE0=(Z2q|@C5@zlkU4WrLEKF*WDJ5i<(%N5cX~~KqIXxTD5KVaO;hJ0v#Dtw5oj( z4&!ne1|<(>QcAgq<<=u*xK^^xnk;%>)8B7lPAcmD+B|R2aZT5A*H04NCRLTf(B9yM zOsUcB*nyXxma)w1I+|vsYBYZCLWYsk*n@hH=^G+n=+K>W={fMxuy=IYcpk6xF;S71 zr2`vX78Cn3OS%;AUglN4gr<-hr9h#@uyIht!4?jZRZuSiVEAch?8&Tnzj)l=1nW{0 zkYww58Q`sTqaVIA2gMMN6LJfk^g|SFsbI3t=16QRQSF+opm7Tzx?f+UXH%{g@{^GN z2t-wU-?EwdJ57A|aD?l28JubG2s&yFeWx;=u`)14WFyWPSKg!0=?9?W2tJy4f>mIw z$jutDt=_yGPQ<}PU4$;Yg#3g6i#J_aNe|RkU%~D{ZoKPP_j@}%hw0!>(t@Eg$-1_+ z6)|L5C)IE-(w_pkz+fXWX}|KK5-A>P91kN@QR#r z8GvRL$9o5P(wZWmoKBT&jPQi#1lVFD3N;f=8yU<>KNzIRZ3FMwp$=kHGFlj_)I9X_ zCMkCB;*1!d^z4+;?$lPNZNI-mPrqExFwcbb1(;_$O|C>$hq-RGt5r~ekvxzzIovyqL$6J$?QOQ{C(N zn_d3#)#{Bgkua+B5ADy-lNuVG&pjH;Y0VDGfFtR#y|*(ax(;%9o#YIF;!TK8_A`wh zO=(C?5xuygV6b{606T@wI_evOUw&S@#E2d`Txv@{tMwjQL)yfsMr97qBrupNCieil zOR=N-&72-=czDEgF#HXAH6!*}jgOIHQk!I`Jc^~zFg=%MOV^Y}F_}@JMc`0Tl9Au_ z0Q@IXt^M9~BWY;QHONV#d`EPe)sTeAoO3KT84kkzD1hs(PBe43gt()(rPXRGH9DE-bfsI8|Hm^@CP4BPYZF>J^_qXr1E6F~7{!B)3iaS3u{?frn_rbwHf#-_!f7S+?=;1Oq_Gz;Z_HU6~d;JiJ4q zMOI@%!|UIDdVj$b{^L&{Y=7915qxLdrk{!9?EpU)fA=4M`o*4q`6qk&__OU!Cox{< zF7+WhqQIv{?mO!}Z52)b%Rm0ZvQPMTd=EY-JU;9J0?v?QC}C*eU^STP{`&#oXpjjR zM2l7<^+Ycima3NUv(%$hd1bP1qN(9xk4V!hCTUaj@dSh@86NHLBsn=zycU>|} zBUKtZqwdx~%6pRJwUno>w2XeCDZ)32Eq;CTRIA@?c|W7RyjOxzxC0B>0_bauY)W{c zm4N`8%OMk)ro+SYgQlZIkXADd73Tdvsj;ecRRNPx6&M&1d7m&lI@V32qUp~`8tR}Y zty8wv*{3zc-qii|8KDkAQC1_mDrnF&no}!^2NcMv8h}2bFNy?dq-!Yi7aF^L{pJ@mk!RL z?DqIX>spp*!K|E{NQ zTh8dl2vGljv2gSmBLCa^pYMojP;@j=B^9??Eenvfsys?MHrS@wsU6&i|4eerX>zb9 zI3*hQmRjCFFP~eOz#*XmF0QHX10+m{K>fqAWZAl=0y}q z#V4h_HuXGk#LiJs85(q$uIW2D-8Pa>f>sY^)S&0*)3Jd?iJNeNdYWi-hci>T<(Nk1 zP40XS%I)f9!OY-ERPZ%Tz{J{0nxaSV0X))AeY}D2WRQcwdDoz%!pgBZHAK@!admG zK&b>=*adP0vr!ci0X&(L&TiEB_6jC}H~;6C*FIz^8hQk4b(Yh=@2{JKP{ZDyJUVQi z?CsCrFfn%xc8*vrH?Yhjk^+X)iFeWdXorVKJll&i7~Wsu0Yc6#O&bpnPc}Y2TXnz& z0B}S#a$w^ideYkB9>EsqTFqq{Yte;I;O_Kj&griA%QM&_iK*3IE9P#lmXXQs>t!4>o0JXPC+gO^F+F5T6p1i%rRgV( zPhCgs6lFvi7BY(xsqhu+rD)-hz2v?uUa*z-M;+&?{@w6 z2NEQT%u~nXBi;DZ>LC=hWYaV~&0$i&o#2EJds2L1e(pY8GIzkmq?>8|h18i`&LW0T!* z?_SxcYe?Y?ko)D;UjF{?w!HpnmRYy^U9jJuZ2$0q5vH4X#;P>2_wyOXt7zGZi4DS< zW5{{KQVe`KDPpq1@Db6YXjN;EwDvzd>n~07q+w8zmq+-v*#>-B&F}jFBKoIR?fv_o zHppM13fOaY#PnWqr#NefcUS2?TIbgAygt$ zNg38j)4?hrAca`l)&f30Y*64=diqA#9ZkGY|IqR##6KuQG`3sBjaW3hc|9~SJy`SV zgPG9(d_Q**v|?56irwi{g?3Eu;M^E(uH1m>v&cgm#(F3sSNDF~EZ8V6*n}I8A!xw%9(e_(Y1d1?Rw7*bI_brcqiz^S)jCK z%iuB4$GhBu^Kom5F+63Y`A?wEHRvFUgjs47C@T}lf=z=4t#(kVNdM)<0-C{W0s{T~ zy9wZ`im&7umyDmA(Q=a{36eG~G9j%zS1K3?l$QAA2X+CpTCNw(xHx?}`}or{DUXQT zi|Hk4%Qfbw*s~d0OExV_HwI(=vG!XEkBl{vFp0AasxFKJxo2k;w;@*OQ~5YPZP}dP z4Q8(qRdsiouQwix&gkd>{1Vy8hb7JkHC#U7@n(39(aC+Pxd_aPLbFed90=LdJ0Xd^ z6-=6>37@{CeqQ0E!KX)>8s`pA%3-xk{ z?%eOX9?=V+L5Um@7a6RkCfQ1?6ZZ;%A?W!Xh1Ko*H>;u}=YH_EuD3=K%W+S0J7mT0 zG-2gh!&F%^1qT2PhGVTKEyRw3(bt`3a&4}C?UIc$+IT#4t>sGT3OcJID?y)DT8s9V zbtVx#En=TUR(Ra~Rd=r~;e}DLPfD{6JYm{%U{mdpNjnrRoI*`AWlV_58?xNllh_Cu zO}H>-#h`g1*+75fh_eFZFwwdFU-|oXrj=P3D~geZyPDq>k-;=L0}8bb}A-Z_zR5=K~Y^Q^qRNp*^YZk$+)fzJ_R?=s&1sPx-NS> z9XZ8a=*Qv>=>!=O#$IsaKRti4-Qj@)2WikvryBRjAxnO75;28JVGW6 z*Hx9ck; zLH>{H`LphAUzdmDqwPO_vg*c%NnSZ&V0ycQv6Fml&vOTJ0gypzr>UL)Z=(|Jr>ot3 z8VG-&p%1qrUd!*fQSoz8XF%Uy_-D)hWDlSJ*&aT*jA5_+78p#V7FFD{sn;rs4KDPC zDN5OxCxUJ*nr_uMVDZ3^P5D8^`Wfj=j%m4|vFb9W6gXip~v)DeoTzk6SLD6v5eW&SJfFM zGZ-DVN>;@_-pW~(CT0X4UDE7pp-TGP=1AlSSE?jG0G)rS+SOB6JOlpzZihl(69&Nk zT$ZI9;=+i2kTd`+oCBI-G88L7i2x93Kqx)`5;BC)>o53yR@eB&xX3%}SM1BG>AG!X z+*!{pz$SN^ce7FWEHoO_-Te%6(8=$c!xR6^N8NL2Ii{xSO~|+op*EK7e18nmTa;BqX=3IpfiEw#^|y>Y^IqwCdo)OX-Ys4sF{jXyu@prLy%jq2h69x`2lV;W)M z>|7M7BkF4`oInESB|I3Gb>JF@yCfOCC`TNKOY=okkt z6j4S#$k^O5`?l#hA`+^w)$xn@Q*Cx~=j+xwU8(VLubvSCj{IPq{^g@x|MeFY1hMa` zWF^&P{@Zm-P0|UMMap`&6ee>ya;R8+mkK!%fAJqV)un1zV>j(MZJvK!)-XpalO3 z$Nh+w38{nRus=9Ente6>VpFLVXe4&*8}q zo-}e~v+sM^i^%D6b`W@8*_L!g8&Jf8;n3V3=6CUT9&e`8wk zj96`dh6%paCpSe@%zAI;oLy6D2*VD24QTfbu<(*Qz8yG zWMcka?vp$aY(XM`O94vBy-swH_V9F)6pOm#w3*&r?o3&F`1yY^ewf|>03ZNKL_t)r z(}xdM-Lw$XP3pPfKV?P!J8HtS05{!_zIQzF#3Pz1RlG4Zz-pJ{?1rHmfnlF{QiD@| z#hi^a5od=i-3TwQa=nnXbh8R++SM#~05i!mCU78Z0X?WiiNV~FKct|&iyZMNVV|#ZbFpmm#)Wt@^qO@sUQqN)o=Lu0ma$&6t3je-^MzF*gAzhhPVJi6kiA5mW?r_L)4es1@FhDHRj+S z21gTnKWEttgZ=c+|63n+Bm#)7M^m z5F~RM+@y%~tG)c;lkFEWl9pgb?;sy`#!ziBY*VjL<>#@?h!zD~QVh`+Oz@n=qzG0d zfe(*EcjkgKdH~*df`zT05l3iUHUnTX=*Duu&+*is96uk@m!qub=-m|n6Q%QJ|M=~% zwsWSTEs9TG$f9%>#{OWB&p)A8q%1F@f}1`6^s^25C$3kq%KS{&?VAm5@aG2P4uob7 zj(0<{hYz24Kl3kW;MWrySw2s0g>3=yT%%XdN`fj#r+T|fomHQoR z2*y8zE>zp8%N-gW-s`5ph)6=Q99RVf6=+Ad_lOTG!AgipKGCwSNfgKdQ^a{$b2wAO z#oJn0V=3a4=uJN56gAPvZgLZe6cTHqY^iPNC_Vbidi0`+#uOe5k)(i$x&95xoH^V@ z+e-gVRg01bTttNhZ!#DaLA?#rMd+5oDPgIbuhj(9DQXLO^G7zXKFP=el}b{4WbREx zFT#h`lL5St*=e#L;dKC%>L$|7I28$sH@?b{J;P0n|=B7zaonAdT}!;YU63vNN~eHmrtM^6z~a-8@)JV!F>|kfXTm` zAG$}R7SJUX4*X-mq$LskmfZXjyGmiDK10~qRIB7ZcSCORE4dxZRMdWug`F+8;k%|+K#Co&a%Xgb! z-mqr&Bby=0idaziB=Yz`YHSnxh>=o5k6+|k(tYYv={tX4RaB`@_nXdFUhrhkph;8# z6gkhN_ReVXCq!#99RyS28Zncr(N|SLV%rGDMxUR$L`+)Syfl{P4)Vc_)*EMp}tNaRk&%ABN+j+H=ylK%8dsoqp0C5)73E1 zvtEQdU0-0m3dyC(BV^(C4bZ=ep@pI{DRbPwnFXNE+P ztIX+U;9nT*$Sid6vp|6GG}Dw2_2AN!GrqI&>4P1gK4SWc7%sU=J4kzact+!1Wj^OJ zm|ml4(jCs~p5}5mJc!I$sZ)2x$S~q}jK`-A@)h_JTmhtoEX73cca8J_9r@7NC9b6n zindeQeXYE|z2baFx!FhCySbLL8ytL*_XQ@6ouL>FiJ{ICX|#L21dG$DyQAFRQ#6R-nX~b7 zsWP>;Oye;&E8(y|u62`|&P8i~R;`y1W9Ll2fzry#zwf`h=-gN|=rf z>A|9!EVFS&jalh8-~f!@^YD7`GjWXgKlwJa@R*{ch~{oI?DMAIeG1^-?q?k+=@oa+ zPU#$`D8OL$;tZ+P-rP(Sy$hKGKD;;{kEE~{MHDI;Jax~N0<&oMc$pRoyi!lp(O3$1 zPsE~TfI#*G#L)m?)*L2wxy$6D@N1IR`uBHTygxpF{);l>Ck=faphu*fv#s0%W1Q>Dc{{Gc2-(IXZ0OJ~b;D z$EhZy7?q=^ntV{aq3X`T`<^||jK#nT_IjcoSdZ4ddvLtkG4metzxVw70W3g2Q=59) zSxI(7Q8U^j2F${mTL@J{q>I^Vy49!hwoXjAD6**VnK3M}QOY2?L)sK~a*f?+aqC9= zpSk*1dgq41O1(zu#Y<58sj1lX!$DuKO(=3jrH$q==)#m>>0hvIpce7( zyAJ}V{#BHsRYx1LKu$MnpVCL}W%q9EItn3-GQ9~(TkBfPwl*MQWW-{P$xu9-CR4l? zlb*#o1xBz%M^$r}-yp_pOUrLCHcD`UZP)}BDESugm!@Y0Q=}V*JLerTPv(P$hPrmv zL5s#%>k)3{Gttr-8MdI) ze2c}Tdkdt~LXW12mm5FLiyY*+PGhY>yH;2Tj|WEs$JOA(e-a|FR{ByD>~UyDJRFTY zXBr!#VdY)CPrMwNAdo--3(7o435=?8cVE!|CF!A)@C5zp{c`IjjWACW!=%Dcr63Ig zv^mL3z%BqnObw=|M7(|ZVqbs#4JfY59k>-lB{(MWf!mE5yrsrd%Yv#nkz zlykN9%u87aGpHdQh`~G2w2}>v1GcX5mZ4qve(=kwa3sANO`J0|ZghiXUi`aUuX(oa zKzl#nVoK7^gJOzj;5mxGq7#=UEZ`0Mzuir6E_hQl4+K60U zUnF;%FW;z}^!KpPw6E&@w~70dy6hVa;U+~d_I)lXNf?9m1}rGaU;=oC@jKUn#{ha< zSr`6U_upC1X- zyv;#Q0A3>{A5{{N!(L7Gy-!kx<3XmY;a7q}f}RgPZAE&`9Zaew*YKpcMBmv{ox0n+ z?~56l`9TsFW}o{Se*W~69X|d7Nto08hsx-&K_-kS12q`Q1HE4C@d)3Dbi3H?<*Qw9 zGvdZhZnmY^I3(!YC%ZcEH!}{_3&_3i^Rlzu~lm0ya-CQ||_a@h3 zF4D46UK*sPkdMir?mjQ_Xeph=8MPWMSoH5?xa!}@6BZ6&ab(r$3*IF_Ixw3WOdXRV zJ;_Efd_Rwn-nGSkdOF$l((G-zB698N=?TmbUk9+m$fF$}p3pb~Xj0r_mYK1ine$Cl zbnV?Lu%rYt6&PZ%V>!@tQG1$c4K(S)`V+eb!=f6DT*G`k4ip3imE$7JT0E zmP}@Q?z>^r1&J&>HR&$1@jbEV{or2nBj7mj?>e~Ry7$AuK79U+^#oSZZIYCgejBw> zBI%#Y!NJ8iph)rutJzj&wQBdO_Zhx8ousI~0D!6`JDi?yt{}!yjNCBb^|SPLdl$Qk zpT7-9dwl%B!J#t@h~&h<@Ly@#6tk)-){Es@SuC^zv&~pZ&~hjMvti$)0IHi4(5I^YqpKwoloM& z+UfkL0}p#J697o0wFk1EgrmL?@t;QH#$~aGd^}ZEIJUG-Yg1^ig+4{5 zbGB}Y*yE$tK3eTb&?ZA8rE7WXsvm}cDFqWiQ{A|5&H9w6Q&KQ=6>E zycn8|tOlElN9&~I%{sIHPIvErWG8wiBY=#Vne)9sC{asj#3a#SgONJI8MkJDA6dX0wECi0Bahh|-rGcz z!+Dmm(%dB_BYwVO12Z*>DVpQF0y7q7YM`McOYnjd8c>`CW}u#D)2q^`g!%%`eu{|JMx&Ii=zA&x)6v;rOq!v(Vsf zgfSf772+u+Yw%~c8;AApJJ>ijeO_GBdF9{X1iFQy4+q8qqVizh_JT{)RVlY9r& zY=qvu&=@atx#70Eb5DW?H2K5fNXL3j)mmq_42o3K1rEQWA9Z!%@c{~RZ9TQ6Zufzl zulY|7Lc5G2izbiO>E*5^22I&Bg&X}ic83u~DfXN1jGB6SLVW0$2%=DTz{s=S{bP8p z^20|vJwMvv=>c?e?1n}D0bvrVX3b-~W=Xrkd%?u|fx#-`J7>v4Y6sJocaJCgX7&9F zE%npG-p1ibMj99g{(e?gTvN;xZ{NamuaFWvSL=qmY!(JMGpUr+S@=W*P>XTD@>WMeX0-M74OH3gD^MfWSKIO&q8NkEd#?v#*=6wA? zn?Bv``tr@{T@z?q_1Q}ej~g0=wYZa~rAGlmwh(?h8);t>t+_MohN3BF>cu29(!M7) z60?XfZYuJE%1Ls<0Qm}Z*^AN}5+}m`mwms+gR6D4sHglH_#<3o0*VZ1H=*kcGd8zq zNTRNg!6qj>Bi!%7hCtGTo2W60uPW&$Cc%@WL8;4tcvku<@%X*_`PF8Rr@g##I%#CP zOe5=|@MG{_yx$$*@nVINinKf8_k))0(w%{kfA|iGcb|iTA3yIkC*iQ+_;@mnwR^N$ z$gQ|$=n+u+8DVyF=l>j%2AVO}8^PM5!bD+feK>)AHan0p%dy>*f@A{Y*!WT|Mt>dC z5NSUiY}e#pRdsiGgY8-2-gvpJL2-<^F~Oqhe#K{)YM*f5-!Eu}Ti)CAUw*dJ^E37- zQl26jPO-9WGZ+bT){CFXkrZPQksQs(3W_#mqu=IfBc7G4*4b>k9nNyrGMT1xQ7h-v zwa-~o>lR*I8rT6ug3l(H@1D)H2)Qc$6m=*%<>E76SpM`AT`7-&M}kTwI!Zw8zgsqXwY# z$bP7~0AzDTUTEtE+*Un6#Q!8U!M%A;jB*Q;qi)P*@gUY;WC99e zBV-vpMN6L)9T*QL3iQzU$7LLiS+th%kWB|elct}WU2i%!4Tfqr-ixNNADnUMZVVy% zE7F7)6ek;cQO!(H_2%6)HFblNp1IlES0RZlfD!&VBm%_mOzZbdDfh`=mjJXdcjF5U z+Dzn=g3dBGY<6fqoaUjZk9gJ*P1r#c6|(?-YQ%Si`Ciy9MD$ti08dalmySSgT$1B5 zs#1L=nZy*vc==Qq8$%6$=(qb|u(~N5({lhks(y> z$RwuMlU)91u8|y#LS~bkWPnqohb0qZok(uz7y9mtfChelG?X>ly>O2;#X?o7xdQpE zqR{()A~!T-G}XG!yNXg9y0d1YS@|>>&YmpxV&d1QtSUNIhDYn5S>LC&u79$U7t#M( z-|Inf?ZoUVSwmSF8bx{6l!*|zugeu?SKfsBfr^P;fGol48A9i0ot;7N2!RNxbR;#J z`zAI{01m4Lp5Ma_TJKY{+r;L?>Doh3oKc>z7%YXRgpj7hf)CAI9F!$X(>SitDS2fb zwHi6|23@9Kb{CIb^Vlx*Ee(#bx24(p`3|Ez*VbL$ulD}_hH2n5MKoo#`;Eq6<3JNt z_#}oIqf-TUl4y((>%?XsMsr?3K;M>ZzIgWbD~hrVGaWJ<1{h6cqauLOpI!jD?(q2d zY(M|}6DM7H59ex+&M`$&g(Qk<9vNMVIhxAqXKq@%i)h4bw(0-SHK>+5^NB@}=^Yq~ z9{g-jXf;WZSt5*&T(|EN&0rfOPD7B8qUINIOe4Kiyouw1-M|>~&vw7li@{CRnt(%} zB7vfe#*zgv@5rVwClkd{ncAM#QJK^-7P`OBHNiyeIz{wP0#n4NrBBX8aAUHGjY$A} zNfW&#@)jE@j=mn6{E^SS9uMn8 zP=Y`7>JZ9D1uHWBY5M|`7lAV7>pNN&c z9Kp#Jz#Y9%`r^elCU}a;G*O&`shDDal<+y&2{f?2e8@BV}kDKMdqe+KeLmD1x&8PjGX0#lX?sq@B66vYQ#FPN-5rBg@tkn zv(;hf)MfaasJ>dX)@iVM!#xHWo2QyswhzDjvps(N)PekIUV5=#o2GUa6q=;LPF=l) zy06hHp^1w+De)r*O*w91OAs=l=TrPtdg=4o9BHNHw5wuAdWqS}NvilTk9ISCj4h&xwUl6!q$R%*}WGOmI(4 zms>Rd`HC6!8o+@@zEMeVTSWfyJLO2Mk<7Z-Mt+upb=nwavz1AzcLL?ylHyUh9>PDR ziRp=HJD!;zNoHToezmKA<(`V{PJF*As2x zGr~Y4G$tvi_nYn_t@K|+^pw&Ued-Np6z%a>!uwtpb^+PcKvn7{8*cTfF3~<{LsYBX zyb7-O;h@@5M~`a_{p@N45!5|A)Es6`YqQ70Lixg?<#$uQm@Ljyr^BbMMrZ@Sw9V&V zX}XaODk`wp3Q4g#y!bcqia?$j3A9M_Tf>1n7!;9d>l$Vmg7nRx_(K!5n9PYq@`=_r zd(iZ8!PKQsNLFrub&vv$@=*GM&sx}n^s+s%pl!~s?W7(%VGzBDs)(S$$?uj8n#>Vn zx=>pn)jEi*^@A_=GAFLq8-m(avo}*Thb3Fl#rPjvQ?nVLd0kH_SR$M8nKuJBY3^O` zHzwt%W}=8oIQO!g!)J#^SoF6!ChgrTfijR$4X7LB6861k6A0Ch|LN*&eqtIMkXc`(6ll?&}=MXoJ@#?TA-JlJ2NFB_mXIPMbq!t^Fcq{ zSS@Oztk9a6#$_1^1$d&#s~Z|#@3Xx-t6*tx>GdW#E*{)P!x}x;w2or>x6HGoI9$8F zJ_Z$pS*B1achL-iK>%hvmyql0KNmBvL!iPn*ALdT$ zon??W;X)TX!5#Nq-|Zd>-k7}4cCE}pXC&Ng%YC66cw5bCXjaInyZeCLW&Gs+2*>?* z`~2~{y?y`2>4H0~d%A-sjfh185XGeshXd)%nzoLj%i$R~+U{mEYE+60OpyxHqiQ04 zDoM&DpjmY>->KMAAs^_>lEOAz&o6a2%{dSX$`C7jlmAV0y$-HoO^o~_-f@otJegS)v{G~ofz)ZoW7 z4^({tfAgKxS-O$OXQWhyOo!IN@S*H2jVB*HqG7y$|8DKepVXSedAQ-7R4^A5pXQ(_ zNGEfjY@h)3&)XKsP~@ir>TXtQ%>WJK0PsiqJ0-h$yeec5c{Lc8VJz~w9o57}pg(_APnoR$`ejbe8m>;EiM%zG73}^M+FEp0)>}1z1+h%fWoF2C% zIUXXAcaTAht`8n|{0C9KS&^E2Uk)ZL&LoKmdRC!Xo!N6ncKGC4_Ujq!kv0)HX)>f>|hHStfGK^eOGb8To9ruO5|K0OPdwhICqXb&5?}3!0_Z_s4c%E>EwyYTd z0{E&tO`0O3n*g0wH+4)2DX!SLVoL%f$(ysZr!(1Fv$YL-R84opb%ysvNETUZ?t5Ai z>qKj6$001BWNklzCdxjn0bMTtNH)_kHiF>d3AFSBL>^h;!GdB>kHyp;=69l>fkIW`X*#`siQEg@C7JT>D_F-px4y*wwmyz z&Lbzv5gDbL1X>i=a{D(K@l=2b1#}X)l(y0v*g!-%!A>1T;f1Pc)iVEJFxZ0L>xh{$ zn=Q=hqQUBhZ)>bXZ(x21GPCu<35W0S1c)Lz$AK?~gV~_T37s**>nI)Kwv|IFveowSHN!0IIZZJ{?AZC(WH2uGm8*jH{?){>wl%|)6A)d|DR(27SOZ;ZlSvuOYL;_=MYiUg_QVNYVsQGGj^0!_rpR(v zl0lZfJ`B=UP|P|Nq0>ZD?tn_r0)qlLFX8Ba$7FF~Oo1H_N2Cbs6jMe}PG^sdIwwWr z<@l~nyGPNT;V@hxeyQ(I6B^z68Dkr%Q4ev-L2TUsFLIhE-EDow;qkyVxqkOBQsrOY zcUl{OpgE>6bARq}2?X0D{%+Nz3BSz?f`M+^rl>lXLR>EHhj3>>E%HZE zBY*d}$W;+T=0i9}FP*fEy?4_@JEh2KPpgb5@t)X?dpo+(k>0VNsk^b*-X})>E~G1W zlRjvchr#y4&_ULsGZCH|yMpgkB$x2_m&DH5#zodfy?Z$ES4mr3Pm9LT78}aCCNqZ? z1m@J>#W`yMA_L$}oiR2-Vzajq>wD0lsl0Ho8>*EWKe1inyHNzkqiubH;Ie zz{Jc`B1mP9y;+pwn-w<%D|)*o{#??_XZ-rbr2wKGM}(wMXRHZto+mZ&iy9A{8KM=_ z@8;gM*4R6W-@ln_bVo04^Pi%9#$w0d90wgZOGH9dX@mFlJ#cUh1?<>yf z5x{X01f>1U)36#b?LT??hNzx~4dbp&6Ovh5O0@VN(Vax0lH%<*52)(_&*yZH~ z(h-}OxKYAasU=0U`sbT4F-~^ibqgPqaB^qO*}_OTlf@RzAk#V0I`Jl zcG~wWWN&%UAD07sOuKFE6F5xGWE86wV^19HX4N;DULuV0oFQTG(rNebXvfC~?u|<6 z&@xdX2{x+E!I1udt+8+*iP+j4!;Uo#X-zHT-tu+qUI_jk9pI{AJ_%4@Rudd`P|;m3 zrcR+$(Sa4v>%;$|Yw_3gwKegLYm2Od6M?t9bd&fTpI5bei~&odHvqjrtBpI=l68_y zyWqTYzpl+lXM?a*F=v|g+a_XN^;1(V*_(4eL)DS)9}bpoOdj$5>;60=l1uiC&zqtt z=lKDqQ>p~WH@$TCJ__(p1$js#{S^YZ@&(}DEb_#_y<8`@gUcB637KT4VUXiCjDbwoe9@8|d(OlMkz;=+K z$M?mQUz7d1+LU(_`QEtC{Q!@+r^RNWctfDC8vROaD zS{QqlWH?F31!fTkqkQ(jQfjka7)G(tJK;`8S@p{)m6gV-#=;bt7EOOVGyMTk^sA^Z zuz%B}HH;0lj|0(-Nw@N~F~yaWZ&GZ8x-EVFl>+UtE76>!NH@r$z}kjVuA6Voyi7Xa z8xG|yU!VrfAI1Czu+a1!F@C{DiM3WXljsuhh-t+)tgSloDwDs;)QXixzi8?e1~9q1 z{Nv}U-~^Q|MIkwLL&`N~E^kaI8J{)gW;@@C;l#VJFXRP&2W1Kf~ zgC0_&EORvEg%ia{e83^*(Gvdn!UUIQS!* z9c$)MQ&7`%NHIx?k&wO6<~*A)Ot0-jQB79Okvz@%b_{U8&n1c2bM%YDyK`<+=VfLa*mt04l%y%&bV zh+Jx?y^cHod6b6il5(~EEERbUv}Dl|*<@+S_?_TqPoZ;o6xS@KHF=ZUwL9@cW9XCp z`&ETD(?T%Ge%t{tG|1&2)MQ1@bC{8eU4tgj>7*Cv6~oCrDTc2Kh`U^_(0dLh*~;O- z=JUuYJ!rYP^hr6UAH6&hXw?Xmd6Dt{`pvFR-%oYjJD@ub)*jpu`pG{1<)1NB`0|gx z(vWT-V2<G`|f5>`C%5oC*Yo89e;qn* zPte~x0}CMX{=mph#D-n%?feeV<>~n&jEgx45YSs$2W0uR*v1E|vtacOk{G&Gj`eXV z#Y{9jS0dh-b;k^rS8lUS7qWPI0+z=%21UKro-UL1mmNTS{racf+{NB?{OWFFL>I=X z+)E+(+2cQ(7MLQ6)gi{u$-jPd|~nLW&% zF%usCHbF*^(|jZ0E@g#DO$W=hq2y z0L0O3hAC}$`p~1ONM9emC8I?|6JkD>Nj@b6e4E_n0T?`fK*R3|7TAxyxs6C^)7c#C z=hZ~`Q1;!d*6-e6a@I|n8)b5mIm%e?`ubwmuYcN~OX4fhDoF7o`){~3LJe4SxcO;;GAlGzjMKXs;Lo<xG-d+(CVN795==d<%YWWIA{I-rr>9TW z%ApT`z;J9+WY_U7nwO@-g^MCKsR+DU9CB40hc%BrijYMU)mZ+a%XjT`M}7lgjmEG2 zP}p{~tT!`4-$ePbTm?*o(Siw8%>8#SGVf{1O;7pktM`P{UZ5%-2E6iv9MB_>?9 z7CN>@OU1Mk`r*rYbI=84PgCfa5@@nvWi|Q;)J5{;nJ z3F6P0=;XK{7Zs>&*1@mL^GIQcCacDz(z;PZ05w7{`jj>6S-@>Ss629u4dXn5J#@6T zmb=eFr&0IVs??L^;T8!i!gNa zCe`CT3NLeCv!rV;on25B9~j^W5biSe%i6!wB&T$0klPPtV-rb3V-~WAKzsYI_(>L zy3KaJUg2t*)vS+4|3{t=08JW#iDpID5y%N0wXLRuWsn|u=)MR^J{eVoat+$0o)>)| zw12w+nssRcBn@p@r8zML(7p#K62_qMaFVI&RK#3k_BZmLJE_2${zVl>kKTxedcPr95Hu(Z`+F=lk|)PTff#Iu=_TTH13~%Z}3ghRI$E{6w%kv%UH0>MAMvEN* z8qmB{nZW=H=!H|@EYHM%scKy=j8Suq;c`FYEDBnD_<6J%T76$Hdpmu6!W3ydJzzrb zuJ@FxWu9>s>^m(@>|qwg0991d~}4Kv#S#Ve;Zh?#7pp@+YMZ4ynGdo5z5OlSRn@#5J1GT#3D0zI^g3YfY8I?(TXNrl?W{5P6AuwDq05^OryE{_@?Dm;la_n07}?pPKEQx@|$vZruZ_YJ3j& z^`_V|r8@BJBa0`8L1@mBuKKgP>&)AX-ZwQDXR=9Bf(ZcJ`_~tH`Su0>me1_LPR}06 z_e_>dPT2EHeX#50V%OI%_VxGQ>>q#o)$X^+K74qx!_&zg9v->goK+z71w6=Bm@Z7&C5u;Laz#)f-=rTf_?iytH z-kGU$_UGt;7Se(|^}~HH^mp7qw(5-j0Z4KA&EW}Vu)ZE`Aea~v>0rc`D1gI;sLtK2 z44|n5 zewy46_zKy{(Ybyj)?8dL2`r@XI%Pgsu?vz~Y^FRG(N+D{6rrb+_DoTFrGoHUY*09U0yT|}G!+Bn7 zKM!l-3?s5juSJT6UY@$*CdKdHem9%Wc3UPgkN~h8Z1G4*XW{s{<~0J0YbgbGHbAYl zGdCl4*UxJQdEL|$QLBD8qo%PgPYrLSy90Wjh%z#m3dCO5&r>;q9DT*)U-LhL! z6ow3|MC}_il{9I6;0(GcAgU(((RlVnF4s|a>gRV5{cIRP*MZRx+*{+&Tc_@E9|bim zk^-`_xCICExh%F$b~TZ10v!hB!sZ<$-DD&le|X;H z2>xEws9KoBa3U5u>6mcWZZ;H%HK%Bc{`VY|{arZO4=@z-O~352-7n4N%d}F&VscQ} zsJe+8rU6c!^h5zf!npxdwlQ+0VXj8gLQGE=PVi9Zhtxx;aFVtXCN)#Fo9lRII@Bj! zL@T9v>5XR#21*UbRIb%jI75!q8Y%6m17@6j z1aO4!jOn5DRAD9*NfZJYxt0e^G`$>g-F=taL^6U&l9OqYH(2TChjrEfzf%rfwTic_ zi7resJz~fw`d2sqyHTgyC;F{B6Q@D@QMz?b;3!dWy)z==BF-|Yu$j5;Yia^834AoC zei+F?QQ{_ z8uaIfeYMYrY|pOm^SD2MH?AR{%`X0qUSI7zeYfxVE1S%j0NAa$nP;)P=RyyAR|E3B z)oSlAXS=>#EiIg^I!$muG;Bt^s26VT>N|LR0Q=K3?xhJAv=TvZURF}Yp@Qd(<4L%EX zz54^ajWeg$S6DzS_}^Z>+4V{`_i} zmv3k+{`G(TFOY2juk-W7*TmJO81MG@`~=AhiKLrcf-KOA7bMEOxOl4Wh>}K~qq&2r zUGtw9p_w`(it-qL5B@WK{mgm>RZKm|1tsAOvqGdA-RW-b@(~XDcJPdG=@F>QFtRLS zpJZjvx6a#zf#2TKA07c3<=wH%fwxkts1I^Ctma+f5ZyxEvorK_Q@oRxeuTKo!8Y_Shmo{Q!bG4S$vQCASnfNI3$_ci>MRIYOEdg@cnW{ zl&eeQob@x`DI10aDTcU`V7C;*27VDF;CPSV!>cfq6qr0+->rG7h69)Q-^pC`I>X=3 zxPL-aU}gEaIJ;4mc8Mm!0@?*bFd9K)3Dccm9yQ?$Bj+WTbZKYq8P z!$PBH(hsbAy|Er#-9z@8`zau)K|`*T*IKKIxtU_V+>IaCh|utKBk(!OJT?<-G3y#0 z|I^odwJ{AG%(RLK=vtD!o?mVH_Pc%gkN?+Fn^D8~y*0?Ut$?L403^ad-G|AyyG_Hv z4j(^5`sKQQq&SwOwJM`hXPCJeapS-`(qJ51@bAx>`Ocx|tYPN7va$UC(D;{VM&Rts z=7vTLx>jSNoOu~r(87Czn7h6)Xl2XB_|0igm_L{N;|uP^qM`yrTNP8R6tw?velK+W z+?uIbp z2O1pmh&bS6*5EJK7y0de12v{qPXA_UE|Ef#sYM2r1jt#|)VX#;u@+BjSvqycf|3<6 zY;7iLhtKcT(p`?OGaGRgNG!Toj4yLcD#Caysi~JPXlZ?e$Mg-CD4f#yES7FIK~od= z7br6K3yMu=KE&15U4T2FA{nntPa`M4T4t3 z+Zr(p{Su=V8U|=N*?xaS9MBH;?_$MiGmg$83gjJ^JgNIJC9W}G=Oo!DG2Uoa(f@-G)3?<8X{G#%aYcqS3l6YelRA**3o!? zA|?tRp7q!xE}2p=({%7oI%{|g#H221J#Dy$ihEOon`jJ|Y)yq|5!0hJnZo2PeuN*W zr-L1y9&woOT<;An*DPQxD>`rJ41*-!f@Cp0BD04c12TJROi-{6Tm%cHZJtT$ESy?H ztFDV!08~uFkhP8PH21vVP8Zgt8(~yj?*sxJnf8g0BfDUv=)5Uia=|mf3$NY4%e26- za1RIZG=x(yO$&VzIXV4wo&$Ojld4J9;U8&=Bpv}FgTORub>TO0t2nD-1R3<>4*qV_ zJ#>k-U{^(f3;MGPObbsB(p0mB`*G_{CYqm-&Hf-C6`$GC0Jm8Sco)#J_ z;#@CW%XJAbIm0=3so7i+e+Rq6z!JE+_Isu@<#N8+_3dt#_d6six9fyhtKYv|?DBR- z?A6=*8PrbD*l$-F-Az@Xz+TLhYR5ydr)M{rIshCPQiT@+66TOgJlgYz5BB`&0iQEn zX3O_WFNkuiaml6V-^{bOBu-WDJ^_7svDa^ZAbM}-cV;vh(&1yOr?Ujo5})j!9>8`W zz)abLKL@zOyLsM)dg&y8hUk8W%0hK_eB`uC5(YP}w3*KS{w(0pAaEI+LKyR9NG!mX z@)?YncK~aT(0xxJpje(*Ep_^`LxqxRfz6JLA5 zJ>*|t@+o=V+3@(uj!z%(yZ!kD18g?Q5&bUp4EF1pJ|7si43_r=Q?^|u0F8mc<;}kT z@rPaBUvVxW8rIL>?hMAi0Yp1)qGx+4uWtX#EUccM@^{b7pOU)~!3n9q3 zw~s&nY^RSOy^0m}I0hScyS?A-{Q72jcK?V0vVgmyZb5|?Ff->XQV2>o`&X|0C5MDn z&o!vl8ZI;$slr5edbjs)-|YPMW*S?j0nXD;t920iX?I69uNC zP81s=x==Bs5cjEJ#iA&;+I>3i*q>-J;`=X5n`oey-_QhJFK09y)Aef8`ONxt$LKpZ zsq^VYA0T;c?7vH(+5YI@;uDNJ-7s#FRzHAp3qUc6o$C>lRW++>6@TVTzYY>0OB?jRfnYfVaXN+>F~#y@Zd3$x z41yfAz0Z(s`8ijjhk+!{Jy!Ng-O0Ac8S^vZVxcJqBZX_3u94S>CUoXMSkRM9lUmQVuVFIQRx~^+p?KS&kzJcP{^A@{ z`V`b&O_LR`)1T>PQXkKY+PvIdlv@-85&5_=;D~jXx2ynL4R2y19BVMvV>D__hJxD$ zqxY0c>&+;p6fl?}?R!w1S4x_AD@L(XLZQLA+U;_|r4z2KxrFh~2B~%Q(;GEs^CvcR z*~0%q%$6|A1JF_BAs_>{WsUF)4}sj*eDpLjCrXS_N`1}f$u}ar*}{M`CivfNSm z)gzuf&Ye7_qVFD<+9M*jYpwedjiwn!$Ah*p9U4oz}M5jY9vR9_b(*6G-vI}6E0NVJ}I06t-28D^l1@^jVnqksai zls29pn!MVkDe5w%q(*NAHhKm_HwXntL}C-UyaBk+?q;U|y5qmZBE2xq2;)2|y1pw`TYaHp7>s(GLx(gJh= zm6aLc;clj;%Y=rvFta|lLR_A~NQAOwEzoa!6XrsLwHU#`*7w<^QhvgHr3`4Kd_wH9 z4&+5McGi6>d}_5i+rZ@u4h+r>jc=HAEq3!Ji}xIwMY>eKUR}y?L%{%llciGYw=shB zR$+?kzGM8>!6#@_7z=quF^rxNg&Cd+heO;WKZo{{Qw`6cy6;a;VUPGX6txy?JQ+)B z-;8OaKtP_wE#kqT8TW$r`i8yL0W3pGNzk4djRHwt6QhoCpH2FE3)lKVhK|3lE;t42 z>r@OU=^uGEG-|^=`VefHTj+}Y8B+wQ_K-nY+_5)AG$DON=z&rxFAKmisK1!N(pzaI zn2YbW|n-4LlaP~vt@S`dYku_jp;s@3@l2R61-5cWi z4DGhp(H>8SXN9JnW^MBsEQbvxY5T?ocd-5W-cIko2@uEY!G$^QDe1J7eYE6>U`jy$C46#dSFl`!S2sqi>(_TBc%hWfsM6DlC%JRe_nh<& zzH&>)`ulPMXUhc4dCbIWTB4UA98*jFh z`r2xr|M^d=&mZAd?^=IfcfKF{`Q|JOH(G_+=Kf@-ci+M{MTVtH^Qjv@21TobDd=*B zTd<>7()9i7VQ9SzX|i}w+XSy7^pPYm}cxV4kL`@>%Vm>>xW3=0GJT@iOkSpXyES9wb7unUs9A@J zk7Bd`{9pd7U&ERj?>Nv(Zjv1%ZMHcr*=((yI?SRXvQwiO6hmDOv@n=%}1eeqbe5+_;?-Vgx^^F%G9mo zWLJ-Lm!+8Unx)Bf=TS}`hdzenKNX1BshVP-7{RM-OgBGIJ__5%M{8(h;~#)dkFHd4 zr%1g*{{gW{e6x1ccBFx&K37e^fr5gC`(qk##(yzcT5-VKZZ|p{GbJHG#Qr(Lsop@1 z^-0Cp{O~B8dPjr1xWoF|5&K35deDqlnf66v94P<-0Rz;9ju(^On*Z)A!_j2musP7z z)4QPe_HEnn^J)(=sG>$%k%sZP<5?SI=2XHZJUuWnhBOL)vBLn&%J>HpGnx&qaX60x zGZa@^l(0Zx#e&Wr$t4yPPHNw3(K!&{8<70A+G#8>2At$3NJc}P-d+HP4+ffkmmMgs zjTb`uf#qJ*(k0%(iDh}iBp=jh+_#Wrlx2n~XxTSA?#Bc_@@l|;WDLf~6w!9R-zNy# zYOcj~4Kt$|>!5*c@ci-$ZRq3ElfAsW+4IY@{r1}@d!?_07ltz?4bkj65aNjnxNmO6 zci6#Qdz^l?-ELr_!XEoan2}mG-|^=IP3O4R`XtRk2Y1Nl+6KMb(*S(30z=S}`vFW` zVXhhsx&YuNNO~}ZV+OcfwztNbN-t?-0(M~9zjniP4;0^d?%osW)*XAn&ZR@U!P*o} ze>KKCQYt0643bRNg?lLXZ=Tuf^#zgvSa!25Xcz5uD%^@?i-<_3X(yG7HV&4>H{Ag1d8c815UdEt2CIWug{e+i2AB%zfJ zbTsJBTymhu8xnZvEcc-KN8-zjX8P{kdl*Zal{`n?BiujVl@n-R^X@4!x?4QYsd)}3 zb6W-0Mbzo+puzrx*FfXTWQwSX*4$F#*Gj*OCA7bI4k}#Y-+lW>G($4AT$yuU`WDi? zh`2`xBrs@ z7*5W-BcAb<12B(*JlWy?on79)hr|h=9Zupa8|ZFChjq7HZN3Jb+s~2R<-v~czq7;r zhu*Zx2S_@2t^)vBl5={!0#nJEfY+1~LZ5OJNfS%2wv7ycs@|c-{cxHy7_%0D3=81^ zui}sh$r=pI_I5tK2cuxV#dVjdG&~CE6Qrzo4KTD3dGwz%j{P<_P|K3xZ93?PYvt66Ju#_wWOxK6pC3?q$4f z-1OK_TRV}h*C*zMV0)uSSJss^*eivm*fM-i*(TQPf?=RbV_N3gYfxNrkgLdaeHl~x zy28M8{_=|*b|K+GO-LX%m?RNd2w$I_5tv*!Tn=+cN8wv~xpcG1U?YcjL|qR2zM9c{ zc%MT|)KU9Rn|o=x-(!L@{_H(}{AkZ#{=+W!7XXyL7r(q+b7#-?J{xTAkNx2+!xpCRc+J zGJyge)c|^VvJDtRC=^(eQ@q!H+GHaj13OL9>MFyx+SwIfQD$2&HmxR|M&2F+o!r&r zD5DK+0K~>yTD~T%Wz!GvAsY1Fw4_AaRI$(-2z59(fXkYCqk-skD}CaLhF;TqY&L9Q z)|!*&KGp0@0j+~tH5nfAu$-ic9@K0JK5CdO`FXjRHaAPUxy;^7J`+O_l}|j}5K%RD zZwkGapoG!&SdIO{&oi%Z;>70SRLxbOS}zub*v4ULSwM`8E(E%|qe&eL>D)LwfSMFa z8#b<~jj1n)ELx+mN+;|-eJ-3{7wg4<9;TItLum5W-uR26lt9bS^OgO8;ABslvuyOJ zInF~SoBe_7P9Lg#{o9uLV46%c0$`-AFLay66p3J9(^Rsvnv_ftO$@Iyn=~zP>Cclm zm62gj;3N+a$1}Bg6|1bwK?|e z6_Zl=qqN+Uy^wMZ`8K&gfKK6a(KZ`g()-7WD87K)I1CdU*nli8x2{nylB^E}9Qt`O z>A9IE8gmWI4qp4`+U(7-zBm=4q+N+E&^nKbxHN(pG(yar>Hun5nz)VqL6HYWzE4Sk zqM3J)u<(ObN}1$kqgWv55;LNahwM=Eeml=sOt6gBVeIJJ^K$@1p!F|o^a^vIeN+uFzpz)i`;= zq{Qj^izjM?3-xu0xUG2&P!0RqJlo6bHNXa@pg8yinHA%@MoKs^kz9jL4Lz}Y!4PCH zPBzEgKpJZ>VBEmc!8rfVO_l__BFYxgt`Yx;c+S!bOfj2QG^pP6zgT_wVzbj+=Qlhz zBi*(!iRB)KJ!9N)3K=N@ntrOFZKCeWOqKii0HeRFy*)lcCIwc4n{l1)?0mY|;qD$& zYZx&ZuLIX<8RUPmJzWVj)@aZJNE$%Ve){y$u8$urawy_`VU74?{SZ#;L223HXHLgE zO#6*ZK!=B0og$4-Ohd5B4~ zH#N7b?U3+5&jKa_jLh$bvFZkMhKq zN1I=taDS%ro!x!=Cp&-m5$PT#SAQ!Twjc*G%i3M}>6zke7;h@-EkIsOf3bIUV^WU^ zFJu&BU$=OMjUGf*nsTOn$d_n5ga+O?4Mv^MXmD@VPnU}oxSltw2M&8+(l_QgBPQ3t zm}Mj;m4UuK1r1Yx3^UAD_s(o$+$ap4eXX_0Ml^jP;d055v$-yJ@9l8D4_g1rXPS9W zj3#7;`Wg}kZ}j|U6vUEF;TPg&dW^EHWQUmQf;7YRPd(d`L#qm}4QGIj^xbMW$C=Eu zYTbqFe3fjeO!(~kQy8n(&DjvNcCSmXS@%XURLLlb?-dI-j84mjsXW=v4xQDdE-vG< zhn@q#|f zg1OH2b`>D*^~|`LMu0LH&Wk9_ePODh$vB_RSz5C=$qpl%#Gufv%nDatx+P6L8uZEN zRfbJ6i%?D7ee%*4MsBEZuA7G=4)bs`O)?j&e(%$Zfs-Kc$xqPkEsGmyz$ zgITG#MgAIe9ZFwsh@894pjsNub#xCw&>1JXj*=RmU|BpXBP9sXt3qRGnHZ4jo3XC-aKRHjh#RM{{z>i$5d zmR|#r$h@x!E)djV0a7*_x@h+~=_jD1_t!td2GAo4-^dQZS^xAe!1!KBOXxMRXV(kf|yD!_C@Q7-gSaTbBg zh@4R{Oc850ff2F`po&QbqQU0Gxy3qD!{18j6Z1i|XimuG5KIP_vanl1tiRhoi(b1V znm;m*(ij`oi^;xGB5sWfcoFl3m~SSSa(|vcQ!k*|;hwPh$~8~QtI5PO*&5cFQk$b7 zK~8S;&^y=ADJ~<6nUTOj8>kf@l0mQqP>b}0IfaSu%N$|KvET;p^k&6dDhs)=;3|@# zSWY2)dJkrgYfQoL=iJCb5o1dQPF$nd_YiMI&s?#cYzihw_$*8WOUIZslNkcn zU`PupL6oi86&Vy3z>|Qr%4yMBLzaL^uBJ#n!MTR?1-=(G0D{Jt&@kkuz`l#Qb`EF`h#y()$ zF!=n;Uwslz_6`^qFbg|^Q2_(Q!R-0v$*xatFw6Alx|27O4n*O+HT*j_hQw5Q2>{uz z{{l_%eiK_ZhBRUcSxSItH!wVG4Zv-k-(UvnO}5|fcR&8wj^F;#_Lm2;KEf*owS{fY zK1yaW+{2=XA%SblUCuGTJcb+w(VDAW?(Xbz|IW<4kfvz<1zN>FeLGl(XIG0ZbdOg#ouM3n$wRRPlu#I7nle6baqy%CY>uirGY9vQEv|K%RN6Na{ca zj>{*;sAqx!J&=)0?>1{R4_2*a_WJnI9{=CpYY-?9YFrjYy;WMpw>k zGB|w-lxB>Fm(#5@RiU1GWah8ml;n0=Um()n2SrabsnDOQHcrf87-{IIXhIdmBMl)$ zy%K$OTj@n}YpH!CO0RtFx^MzmyNrPgq2|@)?PU{hY%rv$Rneu1uCCEnD4Uv+TqG(A z#iU^IEB$y*OSk5MJ?d*1y6MlBeW2HeISw})H2gHJvrX(_DZPmWwR6=JxWbqysC{bu zB7(0_$BoUu1x0))qNGo0?xjQnQN<(EJc>N%^A*KW8=L#wI^%iKbln@j9a9f@{UsY1 zN(f|oZz?cIY=o->rrmHp0##5yl6><@|jXP$Rt^Y-dp4IfdaYk`>bo; z+h$#cgr>742AYHBcWJ3{YFtNM+X{`{jQFsKkQ2qK@qLGrlg>u&DdR@lHpu*PVq;7+ zeH?OM3avVuNlB*Cf1#ymoKI|ha(D%lr!kZN?D0Ws<9`BNC{NMf?%0cW1<{x{fx6LQH=FxqU81RVt!zO zmef|#ewz0A7+3Q%3+yhOOnB2fq5I8$uRphlx^i>0E1Zg*Wz&5v@XQP`9Rv=r1;n`Z zFB_9Ffov<2IDCJANhX1CQ{*O$Yy}s`{$o|AN3=nEOkbIMZ+$=4xe$pa+y~~B;M9$> zI~L+HHZ8GV4ynK7UMeseF6lwfRuWF`^|~KfFT|8?B8^*XKUrup@61I&9ciA9d~Hn^ zO$LfaX;(}3*Gi_s!nNYh(P}VktX*QsJ{zKM`Z>71!FcxWv`69$wCm0)IQV4z!FI=c{7j$n zo2Ej(&Pu$#w!5!@^DSx}Z+Q{Z$ z=fEpXk&Eq^RerF;;cUbCV&!m#AIHLVgBU)t16?8@^I_GPy-6QZf?^v`78L2VriW5Z zDcUCb7H6fV$?^IQs+d4&|2vpZdT#d%n#j-0|HpE~d(yubo z5o>+4+cnZh0_U7;9gh(?>c)SVLPAuGX2=;64j_7SF}tMX_1T&muDPd-|6ZFNE+6dO zpZ?7*-~EV0itgvLB8_So7VFL!EGMdwYG3X8_?ta_`T~G%2YF*S{QL8Ca1%g}XrtM4 z&8NBhe7UE9-*cA;tdJVaV4zIr`|xYnM^r1kZ0gE&qPmz8&HWxy1tUP+R>=`+*7efD zM}11K1b-UoU%;s+>Jqa#FZz>%m zarTiLh`UMj8;IRzyCWDyJ_K;!=lVLcURF$G^k3dgqTCr%(Ga3>`LdlDI1M?a3bh^>_DeyJRhaMqqsmF2 zJNioBUq?uGa7|qUzV1A9d&m|Nv#J-^}y3w0r=P`obdmQd;cet1n&Q?kTF&GgDK-2c+ z`U*2k2N`_-Jf9!z{U82dr-yf4g4o2Eh$v>In}D;%Yd!_Vx1(eO8^~~%H|E{S@Tm}u zu1Q_4Y=+|C5bZ6R)rqDBh__&K5s1HN%wJQoe6cs=cUBtEjEUY{i;G_| z9Z^JEvrWS|1iig0_HCm-YB`Y_NVgrSfd%3M2iJx4n61mT;$SLi(4wSo-e)P4LG*@A zr>G{6L9rUC6I*CzB@qv;q5uF3zez+vRE?Ow7wVJB$P81W*eIkYOoHR22-joPuHF>f z=5W1kM4B{VjRucqUScQct>tE9CKs)d8X{@RRm@RToO&=hC1)cc=>n$}>14|)xXPF? zCB4M7y&Hzvd)M$g)5#B3rfv#VzUNCG4TBn5s|h}_3yE5RU5%`*aI3m92W zOxwo15V^$*^TU@Yio&5i@;*W9EV21FQIK26V|=3Mlpxp73TPO{ZQe!AKNmGgm23(+ zacey*msAt#xUNHAdZuBBCW|pe#)LpLv#M#PHtlXgrspq7?nBA@r9$1`(T>e*q2v3y z(yd<2yZiyvd=RK85~#`5)jcZYCoq&w;TKD!F5PfQaYqAN57HK4GRDF{ht@=ygro^W zX^6v=?`ChWZ`9~7)H@RR%KdYI-Y+ErgSbd>%Xa&4s#kQWN&DWqsj8^p zp(Cw13>Stf)168)O`nV$_s4Cy#%t7zUrn*UVnvmb#xDXI)>WodmYQXOFb#)HP`Y{mgvB!>v>6cDXv8^f;j!?4`Loif+# ztBxCoXKnH>iDZFQ#)Sj-4`#yq)YT(67aEjJ$(m@%91^u(il!zR7XPLe0fgO5$SJ0k zMvP`##z`FXg-*gMv~NE4nw_=hz7OK5)GSb#aCsly^*YK>{L!?*ACSyH5$; z1J5X@Jzkfkr=DnPM`jXVB%23aY9ybODfO(FX4%?7O0h9moLg!yLpC8gdpD3(#G3{E zb>j8#bML5hk|Ao4)?)xiImU1rY?O>ukya$F+B{F7y;i37_;ht;1Y`@}2bb_Xz0NS3 zyDbF%Jb_`UkUjXh^mcu-*LgvdYk;pSG@c7g3I7*f({J7RytmV3Z->Ld&X=>j^O(~6 zJG=L(>E&$4{lQL%=WIUkGA4A}@pxwkH&XN?atH@%Z-hongPiiZV*MO02b&IOn6^2s z+uY^cSg86cUzFj@<|#4t?)!ti!Rs3ToL8EziQS^)l(O~M={236)P?>yxW?3;I~&Pq zth48{Ei;}o)Qh$Y5YL-QuNikI_#T|x0Phe*^15Zt`2BQ-xwAwz9y~g?;J$4GUD*ek znYBJ8E_|NoGlPau0D9@{)i!8~m>(;t%K#siSJ3s-IM00z4q;~IsTaO}t}ic0Xoy6n zkO<(M!dbN9GvN7WT;c=+w#BZuIg&AUW@l%iAiMny!&^R;nE2!8&Jo8qzdqXPO*WeT z*@peSegB{S%?>aCyTi2HWeP=?rVYb+KRm{tx@@pFi38c(nWX-vDGb zq*aB-3eNm7Ce_g#ZqA%_vDc?Z+;5l)x+Gz_;Vi^-y0#uK4c&4LYWx%+u|G#{X1gZ? z(+66<5BvY$Dq|?uVEkbJ&=8XYA%7n*MD=IVnGh|SQ)gIUk7QQ+4AZzsp#X2k!H~nn z-aUM8d%u@DhjgB9Jc$bHO4P)vfp-y&9@w1DEHO|A8u%%3z+K(PWNI~MX*@pLuYddB zc35BSP?^?cO5=)L`WRY-)Ng4sSUktey^ZGwn@;!e9Pt5H>~~@h(F?@)E@y!hv(xEf zyF;){l~NXR?y)nNGa_2&yqKpvo3Iy83AhF>$sxlgdcD{Cj3W2n#{f(n==k*0Uu}K* z43C{>_mDtbU5P#XHrx4fiD!jDYW{VXF^C0#6I2dEw0`9)(fPOfE`77>VAv?C{>M0|IO%_=lpzlF!)7q;vZ0ECX+?fc z%c!r2+V9Iq&X2Q()zBP9>>cn#i6tSnMTqZ#YoVUug|o9K(VU}z7)28VMmFXo zI>4uapvX!ylUU=SlnJL&$vz_5%yPO&#EAN3nV@mAZrwq*D0WS>yEL;Kc0BYe?Y~&2w^Ts~a z?!>8@pd;3Sqs|-Yg$|`O4U~c6pr0ux;kId%da8neQoOd<9Z6$#4f~P?uPOcE1l_8l zKR2Ea8N_Glp5C>9mQ%3G7*HdHu9f~e3H$)8DriD{JvlgQWQ0Y*Hm39-8A+Qax7M!X zA2a#IQm>E31O>#%O~h6+0Lb=fe~LK`p2sOOFE0cdT2SL+@YIbjg!B>f-F zES;tpk#05L7xL?wML$kVZSbu3?DqSFd|;Cz;0z*E0)tAR0jTg6lf;?kj+pE(1gSUy z1BG3a{b@{qN|f=Hlk{~f&r5K3=nNzRIo)iQtShdqRmF#%RjqlkMF>(`u8EQQ>FzTG z_j^+C3;jtnd@!d0%w!V-xrICo>8H2Qi#Z@iW+$uco$O2&|86Xb?Uc-AS4;(k@@ zfnFCwN){q{Wr-!J&of5BkGy3Rq5%f`I=dpKaRxwfn=9Pv-E8sgcC*K)tNr@%G5-F> zd&*`6Qk&Hi78-K9CuqUr8S?yk?~x9N!A_^Wy}!G&ckkZWw?F)7=Q`LlH@p{^*$yEY zlUCjD`;PJ>H3pH^GsYy@haPUchd9(-f+@j{sOh&9U}{Yx!p4*hH07ki7E*PeuWzVT zMrhbaG#I$0Ze$44**yS@%fkmyW)ajqMHH(%S7Lp-&Updly;1@bOJm40sb~_}n(btG zNd{WY`a%9qL$VPIlWJHqfW>NJ2qPA_+DHfZxS zN)?!Z22?<3^3&+E5knAfcBf&n_VTMOPLn6Nfor`)`b8z<3Hvqxj>X!vv-1ysw1*%5 zZ2P-!Y%T*6xN6@AX+qe~8X2$#^W^EbkM^&h{%*s%*t_q)vD5ityWP=NCgu43a9K&{ zcIkNrFUW!c$jJXo9E=r>GoeIGeY1J=yVK`rk?4g~LJ zN##msGZOS0@@!p6+zJ+9okR2Ldz0@vzE8qQ9aP050K^Kv8IK6QV$kPzV}Cx`@%#Y4 z0rV0r*qcV*5q~CiFnv`6``Q`fY|)?salwvS;;|s0N~y}~X&Ylqd7Yj0^7IALm)B3f z*uGxjcj0lxJ2B?SoW^q@d2Si)aCryHxPwk*f3(^6n721PpYZn> -U admin -P -I lanplus sol activate` - -The default username is `tiny` and the default password is `tiny`. Once you are logged in, you can add an SSH key to authorized keys to connect over SSH (on the normal IP). Exit `ipmitool` with `~.` after a newline. - -The BMC also has a web interface you can use if you find that easier. - -## Changing the BMC password - -It is recommended that you change the BMC password after setting up the box, as the password on the screen is only the initial password. - -If you do decide to change the BMC password and no longer want the initial password to be displayed, remove the `/root/.bmc_password` file. -Reboot after making these changes or restart the `displayservice.service` service. - -## What do I use it for? - -The [default tinybox image](https://github.com/tinygrad/tinyos) ships with tinygrad and PyTorch. While we develop tinygrad, the box is universal hardware. Use whatever framework you desire, run notebooks, download demos, install more things, train, inference, live, laugh, love, you aren't paying per hour for this box so the only limit is your imagination. - -## tinychat - -Since LLMs are so popular, we ship with a built in tinygrad based chatbot using a LLaMA-3 finetune. Visit the IP (not the BMC IP) of your tinybox in a web browser on your computer or phone, and you'll find a friendly looking chat interface. This chatbot also provides an OpenAI compatible LLM API on that port, so you can script it. - -The conversations you have with this chatbot are between you and your tinybox. Also, the history in the web app is saved on the client, not the tinybox. diff --git a/tinygrad/docs/tinygrad_intro.pdf b/tinygrad/docs/tinygrad_intro.pdf deleted file mode 100644 index 720095bd2a8224dead30028f8f6a6b338e327bcd..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1939810 zcmd431y~)+vM9W8x8M-mgF6I=;1GP_5L^-Ob^^2@@CljjQ@j2~Q zlfNCMWE8Yix-J4d0s|y(0L<87L6MhHTdP%0SBXC3i(a1ia4IX|pi}e;7v5GxlyH*| z4)mXhNodBQ?%qWkg-^dW;$3(8Jde}@ky&&K%l4J7rELTloNHtUos5;n zrirUzarocxC zR!gu_Y3{u--xIBok&IIxkxbDv{EUPUV(T#F*3@#dxQ=a>Y2ylSWNG-TH9*)81H%8X z+Yf|=o%=`WPagL_S(lmV&zLuQ-h4q2(eHSh#*Sd8h)o;?#~TITR5A@rgi(rdj(i?s zK8C?_ytb6hz=~6|rwoUeb$mzHEpj>!&b?69)#4ePJjySgWpPZ7x8pO0stDSZRJjg~VV>sw=v zPJAJlf6LUu-M6_l;Xd5WV5F3OwSyBH6+cTSzk;#&VqW(8e08K~2kVx}Gz*~hDwN~p zt*~CDuQ--@{(Bt-J}`NK`aJodVCdN^98=AtTre(-2ryg2UaaXmFG^T_Er?CNKfnJsA|>kzlP&xZy-;HZE%=npLnj}8o4`^J0C zlmub3sJaTmwy-S@O=`nfjphre4txej0iRAcOL?-M*gkp;X_ z`xhSd(^r1@5jzvh?=Hpq!-0M<|L%!p{u4fRs3vRmk`u9cq;!;9&`3cy8qo2%Rgqlq za}M*U$e74#x0#oHFdog>wY1_3_R2<%1zW_9#&b5jAX1`Os|~t1tAW1Tj+qh1)@65g z>|=&lj}X@3*Sd()@5s^undd*hBjjgjZDR4De|K}dI|U1eo3?UG-EvvsA9xvlW}*qzqU z5Yg5K`(ns+{X5H}w**OxpVUjNVy@Rl*`RwuDe(1gpQj&~-^(Xm63Plz!6~tBBROl) zM%L@fwWZ!FQ9oE84et(ku9IMEZIo`Xc%-k>9KEzj^t#wYD;aTbbZ$J`y4;p~=Ku7P z!FN^hqAdgEg?6e?iCYcfSXwPqVSTgi+oc5TFw|al%)6XXF&^W8I372F5b+d3_6!NL3ifcqApS_Knl>yzP^`WjS|VU?Lv zeIt5_*2QKeZ?C9ZhYLM$lZNW^o^ijq#BL)SLH11t2>IcrIxJ?0*XR*Q3(0?=4kroH zI+@^?FQQ@C1N#C)&5uG9xEG;c=nBXP3$~5*AqgHKLte>$8V`A)x7Hb=-xDn!<_iD1 zA~9Yq^g`wmZOBkp)Ryl-EgET2$w+!R@XYMMo~1-w1a~%*-8y*l5Ulhb1zlCdM&4|n z!p8aWA@iZrJ@dKtg6w27n^*^at&t`G1%{6~6gunGXBYhprVWXs8`Jc=G4yl^fvhJf zq!N3TpPi{mB`T zf+TS+cie=f07m(#m~Bd&Qg=(`o{$uF)jrlo)6D#3MpVWaHQH9jIJLu|bCF_#fgvYr zIo@tO9#D+3=M~vZN4V%L6EDFBTprv{c&^DI_+vOBFUJ&2uSU$}<0r>~JSE}{OJflwp%UK3)nx0% z4uj>ERR(V@GYN35stw+jjfKT~F@q4jOakV0F9--jYTb;$ z8cpdK)U(~AZ}Jk1P+3EtxITsHwo-HRW5la2ZuO-v1eD-p45vjjn>Y+)w!XxbNE$uk z=dz|1A2!&zVa~1CW_IVKaK=Fp=<$bs#BIhWE$=E7zk7I6iV>+UH%{&yh&3}_nDW2c zE*&0G?U_1pdQp=*>^rUZf=Uq^CV`@A@LmjZhHLcg*G(UFt`~E~eiQk$B0D#)1IeTM zv0Oit9>4Obz&kyA5bZFCq}yYhm+9VqmH*KNE0?P5OlD!#pFzdT6A#TX!Q^9haE6mt z#{|hV&_2xs(KdU5Z#KHu^_<8l6s!MV4C|~vhU*_AI5Qg)^WVmG&cBW8%FZ8+7}ezT z&5aD~7?tex?S9ab7J4Q|jH+gapfwsh2RkvNgprwvsU0yZ8#ghdu$i5$ypfHFmBmLZ zOCw7=VlHAv5vvbYHcB7$42&4x7&(|37%7Si|F*7sBclAvs_wT{9}5RJ7Y8w;lB}NX zdtx@W9}^1k-&TCj-=9|is8V8*VgN8OFn|Oo0-omqA^-?*@E-{jAVCQV777Xy5(*v$ z1{xL-9uX0=AVfeyeu0XFjE0PWfQp5RhK_-WiHV4Uje~`O^8y1C=0n20B|%g2sE(gPQc3_UHv5hehtu2Fpv=7V6dQ4+&>h7 zB*4HySMWRsK!gATfTKd7f;i6rFf6Vq9+BJUX?gp175S#w#+@l#D{K?Ah;~fBS>MDs< zWfh_^Dq0Nr8>n&UtxgNpfc**5zymvq{T-t?b9JSBYP4^`TfUZ$**zuYyrJ2+57 zzXoudF!#^D;ChxT2`QzVS-%wlQqxk>eXiew_0;Yc789T$}`Cm1OQ-C z$2JC|j9X0nB@@`rQwQMsdi-Kxa!SDkT1t8Qdxs^nezGQeMfVffDby}lq&k>pQsw0Ga5 z^BDj@y`AG;rrq{q0h#OJVL;Z(p_S0Ju~_lWx#lpY;RWWy8E!8C0NoYh*tp{=;QHxK zsa3=Cj2~n*FoLz|yhq-~{RwTWAy&^}O^fqkzg}Yi00C#8NZi8ng72sLNkYc>)j_jL zRy+gdoL_)If;WBs4eQ+Rj9-iP4LBu_F69pO53hEImmT|Vp8+rnpNOna+Lk11rbo)m$In{c1aqDU}O;;=h>qC(3fk3$s5TpYyBC z&y0MZ68?t=fbPfz`o&KK0I_=ggo}@p`0gk9>Cwht(|rl1`;iPx_Z{)RTjTu4M^ z@RBW@gxj|Bjlf?24IN5bUzBwlf%`}94}tSLdO7)r!|h}uTIHYmsj~ODbB9mIvLASz z=ZT-}N72>a+j!oo+l5|kzV*4B@?zbng-xwcqj(55_P$Wbz~06lO#ZN$oaw0(Q@b(n z-W{>KtnWRn3%yZ2z13j6gbb&wlg2SxFX!0Ve0QOV*YsJD_1Dt*R#V&* zn+<{175kDjd+Br@CDCy_ogqlKXI{D@14`T+9-($!H}dZ6ELD%Xh-Ld{k2!MQy4$*P zSldA|+Q+dq`8EP!wg%YddNkkHHNV&;E!u}&0p0IRE@>p%O)ks#Y7yFuQY}qHBIk$M zWN!i< zg@sy{MKnZRPwyjiV44==W$BUqOASA?IyzwWv}$`EUR2suTE}^wwK)CKJi3%FbTw7@ zm;l}+(bD-odDb&P=Byg(bXS0zyR@U=Q%(Pwf(vt8lTO504HakJ>ip1!i^sO)Ghk_Z zA|$4LN5Ep(eru24wWvTKb%M8p_@`E=5c}}Vns0Z6-R|D3DGlgD9Vrc{+a*5S`{~Fo zJ0kyI64UQrf8eo&H!ki2i{^jbM#W%!LTEJdONi8F_UX|?%zU=Nx&@QiKPjH4)UUeT2e z;cwyicqh(B5V9`;1__iJbe+7NWE^zghTc`23_HyRD8Ui2 z!mAS-X)=KiwzDElqV}MKq;ainVfk&Yw(wM>AI9L%x~uEzC4*7u4eoLS+rKz54hxlq zb3&tj>kBg2GC0k}H(Jf=3q^miE4q%t)_by1!_Az#g=B3Y)*dD}>u*JBTdw#XH<&e< zkx*O$Qa$5i`56%xp8%fBZrv_&Zwf|Wseiy1xNc7CpdQ3ZanGW7O1PWxJtc2d0 zVNaL3_D(JzF9WDN5y$&=KHha$CNsK;+$UXX7Q zVIB=u5>bD2@@Lz633ECk*W&@rih@Eh%pgx@cuE;p-_^^NSsBrRA=$}K;1?g(!8XCH z-znwr+F+}n2-TPm4VTwV9z^)W>Eh#C(xvdAaJ74TpN*k<3aTdSU73$ zUNLa>Aj{(?>T_i!x@B$OBl;YE_z;$M;~^zd|BlX(78kx-xcp1ezeEsPIF}7b)Ovv| zm?6IZ8c|prXuJHO^qx>${*!n%eQTRx1@+9&dBm6UAL~N$qYy* z#YHCfXkClTJ;u*42e$-5r-ae17Q42O$uAdHz`%00lu6(s68Q14AmrH8ynFR-_3kt$ zf)87oMNhyUQ$g23HXeJ}^u1+%f6}9;<6h@ynL89c#=Os0iQiW##5%!_;kDeimYzlBZJOeg~ZmDuX z?RDL|i_1UAc?)bl1Ag-HZ((vLQ+xbDe68)wcc)yp9eu(ll;=;Ex3$~P0P1C)-OCgy ze$HHGb?RGFesSfCo4Z6*5;pLY*TGq-k^7}Xtpc}p4~UtsL95-pK}G_h&s_$yLESe> z#yE-}kc<9@vHUE^Am`!!_Fmmm^tWjK447UB`m+)D_6w0X$uS?l^CQ>l;ijR@U=N82 zxELo7PF!BSymUPDdls}uUeyNK+q0*cd>(cLJTXH93`<8uQwl#B)A&5r;9dRZ(#$W{ zDXH?6NBF5YFVty1M=(7Y4MhZ)at-TYcJGSYJW%BZT{HB`u8#B$S?Xrp)$$||WkvbLB#5{^}|I}K&OURVX6aj9i^#=V! z%TCFQpM(6Z78aMMHz7A4ooe-ku@JN2bTaVYMr+6td$Xy38z*6nz$QTL)TRXsVR_L* zYQR>ZnUao*{t1%K!1;p}DV4ynJA}JOd;j?ePVd|M)n|Zb;K(z;@C5(-3FC=>hilkF z%jyQ_8L&IW|3glI=;OzQr@HVH()EiyU9eVxRollh4}>SEW)+CLiEmaTH`+oG3}h&y zxL#X#w$mhWm`k3HY1%v3E>Qmk(OP}?3;-r!4!dM$aDd)WbAP6eLZMt$2LI_Xq!wm!oLY9!8F$Ii>r!C-w=cQWLI zz+MhwRlGgkygM1|;;TXvvj$4~I~i?v$@Mz(*qIiOlVEK)~OI$eC?sw1jD?!Y*3r#hm- zA%(IH@PO>nzv+Io)fqExbwbZ|ShX%cIzD3%>)+5a7)~8<4OAQ&)+N^8LLj%++ZYt? zquCk^jkPnuC!^yAY*xTH%E7JUb=`|XEVyw$eWQB@?2LPRn|OzPl*M~Vt#pPSjLk<& z^Tm2&B)Py+%9t$BCf62RM_5bgQU6oxW*lf9`I__$kN}>H<*aYmwlQ145d=~DD`Jw= z1yXL*)iPbaKonbpcUCN)5FfC9=`Dt>rS7z2;E3bjdv8t9>8!R>TI*NN`&9OY(vPmt z$$SZ~#xFrjlh{v;*M`O2{hRN&d0}^7)gWwQ>aJUaUsiJ|IM z{zp;St46uertp6)=9z2>y2lflta%tB4&qWFM)a=S?x3k-y`zF>D;qSK2^8K=Eea$J zpmv6xxVcOCNOpb^&&C9Xz=%TDhuFr`)8(q0BR+eREH*9x@2vJ@u$mQwQ?`6()R&m? zmgu-^W23rfkL$co7v1ah1@|fIaZ5T4JZ09I*^Rhzr%vkz3k7HM z>hJDM9?%C1aZ=NU3x+qV*mFKzOveuP)TNl9OFL5Tn1fyb02)iv6vx-^Zxw2ihj7M&cb zX5>;(h4vdAVsRl}!C>$+&3J}N(gtbxv-Z~rDJZq&&MRGhbj*6eh-&&BSU6>Wia`iUoKQBiOj$hB-w4xi@lUSFXDvIlgQ#Ccv9}l3 z?(SEBZ3=EJjJ5Sc>aUtHb%IJoRWl05RP9t;{*F}HDY$SNM<0hJ_Co$)Ls(+(uB)eb zYN;1K>Hh(^3s8OcA{Xm#gBMbHm8~MxFRAjXCGaryTe$MdSa%7Vbz!I$vk}$o#{CP4 zFlBY}$bPASGSYUzFlDMSemC-G0H1(|%J%v+H2qsQfi|u%SQ0s+nOSAU;+;a5S4%;) z8GjK8cw%0LTF~zLhorvw59A+8L8Q|{LDL=2s>jO{&5g)s!2JWA=C~w%8*d*))agyj zQgC0ye+gff34m?_AP1%gIWTB54++}NL;l#xg8~@%3kA?w0t7J$Gb$5{5UJh?q@ese zYtQtbUJU-ji{;#w_<0>}4*F@L1uRDhT2P1>FTbY@Iy0}LD))Iqx-*}8^5QUWDz}CE z$iPo3oku89ZBw$u-S%`N!pGlydj@D%Dw@km=Ce~~O(sPB7gY7tGoXku!?NPHDE9-a zWUP4m8>cdDQ|0`z;OVkDsj%r z?4Pnwy9t`pdcQ6FI7_`hWZo{JHmf|T*NnEBkzAPhsoMwKOa;k{C{;Q;H+_(3yvQ;R z7yL)t%;UO{1aJOr6c@$B-%x_rlcDit%E35u27&fCC3rifOOG5Q)JS#m3Q5DrK8i?b z@)$|Fe_;^6OV`d6YqD`#DEFS!$4l}?CKfHrLzZ<=9Sb0Ht%&!fl#voY`AjjVjx z>@Rp^@LxR1k8bOc=GrwOpj*#Qva1Y>u^u0Ot^R+(!X5Y8UI#ru@}OVCAizK;bMP>b z(6BI|NdO$gK!be2!Ww~2!Yl+us*sMs#3ra`ZRZ(Pfl5rKXj48;F5I>zuW#$sK88u5 z^v*jn<3!|*fuT?3>glgPl|c)DEAm*bl*bg}n*aY5jR2BHQ zAEdujjDjAgv08Lo)gH`tt+kX;I6bh(6~~t{A?_X&wXe;HTtc1AFt_(oWjv_>r4;xC^zq_YS7^@|SYNp*ixXjyf6+9R^3chO9uVRlGg6l!kZYCdQ zxR1ZlcAqi}8|{D)1iW#)wl92=(BY0NQ003J5;s%7viT4^s-3*sTZ>?2=SUB(3VlCO z4k7Y!GolbDLLqpm82>$A3hak%8+BfiYs=Ebi_G|9h{|yED`J)^1h^9=5jt;ts5wk) zmAXfwo$Da)%BJy|RFkb@2el9L!hSsMM|LfbL4Zo%Gmd65{=+C2H};KUstTtpuj|>y zQ_JZwLEB!Y=(HZkawl})(@<7(-$VotY|XW!V%=NDO8m{eLow!I$hDc&skw|wL0MWH zwED`EY=I%|6yuP5mlU7V9xmKUorQ;pD%(J=(CtfyJB5WRI4%6+w_T{q%Vf%Yba5te z22{)94^tVG7U^Bk%cEM(_fb{02vJDe=4XmuG@#~~n{-Mhx8V+hhh6r!QXPo$yyanbEqM(8?l*?Z_GPKTaKwMdO7qc~Z#khF)VnY14rqt+ z>JRYm**?6pkz@@Ab2-Xv)lVVaxt9r1if8k*IV5-nyzrw>ndDg6V!VFe%nQV4^4&Ec zMco!QVim_|Bn^#|8nG_8Kjk?dHf#?!aI*WZ4!NavQ(eMy5Zp&jpn9nhPY7A<6$e?yG5W8 zUz8qw4rN4kn0$nv>~X8dk`e!GX#7ZiO=Fcq?y)v-Cm3G?wt1vEn%+T-tJs9q$8hj1 zgJ?(W>$E5XKAjodSRV-nW#jdFO}VxWW*Wh7=^W_hNU!?wCBG@L*`k;6O@Hm`j!pgQ z;pI0j&#MotjbC>(_x^Bn4BS0*5d0FR;fZZD4NMdise*Pw6stR0Ds(K=E-u=H(+)Sn z<dKbGXmir2*nXJ zluWJbXwFD3`9N;@yiw!gSy<_%+koswLufpE1~m6inFVp$5=3;hqKEF)gfG>sLkv-Q zTNyhnlYP~09PMAOa*~Ulh;ZAwuo3*|J8$PIRvCpo>%xi1FKMAcB4L>?i+5J`l$;L9M+{>q=j-%cEYtEbLoAP{UAdoD;*ww2mSbS{>(@kn5s%4P#3nDvBG#rJ9`DfeWljo!0 zcXFKanBS~YWft_CaOSDE8U;^|^lVxk6)JZa(aOu=RBAaa9BPlKu4H=~o^gN2!*4$n zqik+$7Jn&Xd&N!C{QcM=H8S?V!d0wN65r`fx>VywbL#eJN@#P}Sn=qxL7o?m5vj&w z;R^EwgAL?({R)r_aa(}XCYm60*)KJ5vcybIJ5rjh$7eX2M`>l=&)-m1-LQ5t zng$-BSDVs3n#|N|qO=W*(U6fih5F2SOI7TG#Yt5(f3FGQ5iiCq)xOA)-S;S^YCJzZ za@4r5CU{T^u2#QR_;6G+9BX-p+J(wy9S(-IxMj&OWwLPKN9~yz;sjfBT*BN<2jGcQ zN3;$GAa7x9UUr`Y_orI?E?Z})XLnWNXqkZTirUn@Dxr+w2QmMrq@-cfj2B7Fb@5_r z`(M&j!ZYKMpdka-8OO=vJe503b{jr;7$tUX7=}*b-jflM8XPQ;G}j7~EPIfCjvasD zU)guo5PVV#;-MrHRdNnKnT+#~Q1$OIwlCS5Kk(Z>1A3kTAi?n81wBxbA^EYX?syDp zvhh(COV`f%Bd^T(RTZAF&J*PdZ*D3n*9I$jVoYoXkJOU~SnG`)>4rDs7ygk&JJT?k zZTjy@|5gFqoncuit2sgL>!gQo)7IGD6F-A)$J+Pq5%yd+h7PIgM%qKeDj_6-t4gM_ zhrX11g&RJV`*qu6Rhy=bLB47gTP!Q-d_P*K66=5k*!6eW9$P}D2owclCX^;~on&v> za;^oo4DmsYI$YqZpLdO>B^Q$n||p$xV(6qIM~2CLpAW5z*9TXupI8se)>;s)30*Q z=1`(p;~f_(bL7P((1_hEne*}XWV$In$^KrYoALB!z)Zt%wyGRMq<$%D?ZOB%r;l

j7^+dT@DiwOGAL=$`e{$mN};m3dMT zQ!pwV)>^Y~^P&~*hjOJ71NjHpHuWOw6+aFXR%Y}}mO=GkW@EapxJoSj|A^Z47t5tR z#S6xJOl8~LYI7~?+Fgg$ePfbxxlMSU#sY?B z0o5~psjAdG;lWmjPN<672oG~7@Jlg~KyjanyZqnKkp$X)J7l=Z)c%apsA9oD4ZD-}l8<(DBbP8s@ z^jPYq6$7F%8h@Rs?2tK=nsnjqp-6Sx)cM1w&v`V1>tcHI4)^5Ij~$`ik9Qa%tR9ydis)M0(f%rs+;6m&xl3NcU4c(dnqCt24 zAI^E3?R^ip^+*fOoZWEM>>gdHdvI*s{I$wl@t3w$3fSe@rAFXZT8cD}dZ&Bu>#3%W zh8BSmRiFV~w|Yn=t})A?QQQD?%s-Q|6Rrw#PW=7HxyNSp|6c5e5+d<~T(go71#2^o z%7s0?SpTf-_on(k%jimiRj*QJR-VhN9jrT0`|Ug3Ji0r&dEM6suma-(6K_hXg4YFh zb>y(SJ;s|-7(<=`+0MMWphIe@Gp82Tr>`5QpG+QU`_^to?o^|?PE#*3b_HPk%}+n% zS0A_ksS1DJLfnF7vvzXf_lrA9*femQ{zEA#8SR#Y185`pq+- zzbQ;0{C|pPdTBECxL1)xUZ32Z-c3c0z?0o zQRUX^9jLpl!SKZjrCN}wjwytE@Vojw#-I(SZ`Ft)oRe~)7~@)&pQJihcqmVmYdGABrfM9Da~rLTLn{2LZno!v|Z^jU+*m*$t6DVwyj z9}=AmLX29@w3~*f78`?TRgxC0AaJmY-!AK)3aY-n80^_iJ6DvD?^!t=&r*^fI0@w} ziHImFlK*}a)hEtSC;;!Gl1Ek9L^-XWL`dT}F(W%tP*XRHvs&J0fwZ}FXrF4UG+rDj zWHjGlWL4#sJyT3upO;kyb`YF*-N;#SQXF?+7-a(XGS=!&w>*NW>t$s~d6xrCDU7c7 zQbx7ECm3He^uAQ~zf`nS1E5)FU$8A#igI--D?58G!m^a!3CRnD_YXp1oJSG$s56>XD%k zm}{OFh3v7sKUdf#Mn>;UcJB>TEKXO z*1kf$&H*s~V0zSt%G&XT-+47&l6ldAQLP{CmJs!f8HxM(^z@B8bSQDw5Bi8Hu$Xun7K+}gF29liF zyB^BQ(j8^437&HnY8q@?%!r|Vs?5)z#lSkLaCrX=IE^nYhE>8?VZyO^-N=WKl|HZ3 zL0H}BUoiB55nf&IG6?*{zCL6Z?P^80?TDh_e?#k*FgW4wQwtV!lDL>{<$j!#e^6Tj zJi1f$&L`xq(LZB5t)5$mO1w)ghn|~q7mK4UuI^0h;UueuAPcAc5xR-Xv5*(i#KflhLyaHFC$IHZWK7_q-}eWM8vQ{q zySt)CM-N?!@fy#ngYI4x*b;=9yy1hr?|Sd?$sG(D?R-mGRgxE~H*#Z8zjo84aD@7B zSPot+9k=9t!n(X>s2M)I^8hv$6j>kk?sNB0+>~I!IG9*2y~F^YSRk(b0;f>R(KnTY z|8{QtWT4WF#ItX?U<9~X~I99d{0CW~L6*P2~KN}iuw*O<~c z9=3I#pro{ze?+?Q=oE;53ih~KULne!4B>DhM1hGaId9&x+H|}r6m@yUAN82>((!d% z%h}F7X0d-;7EShvJMqFxkqOzI1ZW&%rot}5Er-L5IIF#OZJ=anAg2{5dggB=!uwRL(j#Zm7*Mxp={^bz!8wW}Fi*^X% zT-v6n2;43sgjxv$gRsOxkL&oGM`^0-X8>aP;;#W6?E)BUMA(r)rT+M2Y>bKNKUnWt^hmVe~^Q9WkMag{_M8kXzdTtU^n>B<6 zE$3J@N~ae^tH1aT*gG~dEBR_BI7|4ITql?E&A87HBF9mD4UFHLbTl!!cx_r*jZ?bR zq+05*v=;Zeh@NuB8tau}!G6&_Oj2p14sFR}trLCqYO~8DBj5aDt&@tB zb$|QW*R`dKf)R|7zQM)TEsu;jmfmm2^ct-`K&PTp^|h4lZhqvoRh!bbu_4@=$u6H% z59rm~!YCem)~Q&~8QG@ykEr~`sCTCD%NrvBry8>lH00WoCUblPg95%&8E{nv&1U(a5hDx@^E zM4elN0P}{$R|d7*BvM!n^r&ERsf^I1&A@OqP6U>Wsw?|hdaivZl2{PEM(h_{-P07s zTsv1L4=w2zo&gG*2|_^}k83WZuDl)eOKh8$a9I(a-C>s(&G@^{#V^5zE zCk9j=3wA2ox@PWra9uxAZPnxiRp;Ef%^e>VR7`KQi}9d^yFV#wQ?g1hf6*{v(RW9@ zpPdo0c%8a;*0m2cex{c9#sGtPapjy(^Ck$Nc{XSWDT70=N#>H-O8mXM6m^Qa7-c2* z0)(}R>yq#2;FZ@rX2I@dZ43Qy5iqxESdk$6TPgln_jxsSQ6@&DeQ}H*r8DTa#W|12 z9qH*tNhf8|ntRoKd-J7In~K?*Fl(JEP94X<{@t;Jb9N`nc^P!fGh-6k`NDazf}M`| zUE}wMt=^LNtz8-^Lk-_it9LyMKQeke+M9*-y^r=iFd=K~-&j#G=Mi9Vq51HHX*TOb zIm3NA6aEZHLUmH9QF{hVok|NuZfh1RzCDlUX-??19GN>i&8U{GhRq5a`>1tDPDigj zWOD@ioC4D_K|PBKw--`tX{Y8$YD9++6MJwV6A$}El0-nsS=jz`%N>I+XO)b&Y1HA% zEVoAyQP}uC)14bbXU=uL1I){sM-0m8&km6gq>p)7wtJ_>jrHn=G~|(z`sk!z7HTJk z+@1lFx8>3VDb$+`l*EHaev%(frHNNrp&bnw%_=%ftyil<*=c2KJvfcNaUUh)a0ZxO#c} zPo|Jnc3Sf+eIzzltrk|rt>L0xK=<+LM(LC+7%)L(?jTwO%One-8$&b+z`^s~S3N?y z({7f%I1ptPMeC`AZKn#&!+zhPeDtx~^1>wVG#8RJ8ZEk`T^zb;>0)h#ZrFlstgeyI zyvDW@UF;c9PrPJ!Xj0h)Apq)>vi=wZq7&W`ks=E!8t8;!LD>h(>2p^18sbc|sUVaO zR9^c6{!dF(vTOfu>_Yx8H!**ydS*3Y6X>ncRM1HlEh^~KEYLYHILyz_w|<-i1JFpA z^-hHpP9oBYnFOsp%g0dV+up7I_CB`&Nf3BLcs+O4R#d`Uv;Rk#n3!t+gFCQKPUA6R zd^3QU+73a!u43E5q5o8?A9^^f*z8e?Ut$ngX=g4HUQbt8C{?!T6GJ?-IOQ+H9sT*% zyPhz;<_pbYa;x$Bi!A`7E2Ef!Pv@=+;lS)?0)GQNyXp|uCY;xNFv}Lkii;`!6?O*j z!VJOEY%m!tJrc|LqH~V%OY)f7MhvqddXesfUn2V9@0>K7a3 zoY6M!W=4C>_L@oT3UOc58ss3C;k2o$KpeM|Pbwb>t5nA4Dj#c`!$TFrs#M{z&Kd0r zvC*kF<7L&ofi7=BU>~diH|Fq`R`GVDcqqGuTGng%@}ZKvi_$NqaYEa-RC1gtZ-2MD z+IoS@51N1v{+@7x?v0(sgu@57ZVFSsIdoNv1(_gaFrg;h?{)5C{hyDa^1dsE*DWMe zEzDeSQhX|hR?0SXxk}cgXk0uPq-t+l2n%21Q&4e!9X8ZkVz_NK#WOu25sQ{kuxvXG z7m<_Z=)h@>u8mg`q~dE<=v*6~*l26Rjlw*-$CLPFb`GvEVO0v5rno9+ygVft-|=2* znpwbsb6zc-T~A`hym$@$s~<#WO1OK)g^s*R@TM)R1AO~{b=)yz}anHv|6Czr+;WNJ8 zW3$@TYII;=0k_ne@y4D37m#Jm5(V&=QZ!MMouYlA8l$nFd3VQkH>?9v&I7dPcwmIJ zHV~z8mokfNR$viW%;SeMF-ll)z+8}J?9+k{%a@`rde*40d-Ig{GNZZY&^fW0*pKSM zKV8Gqo*G9_?j%mGKpM3)WLz*I;${MKrKjQQ!p+66Sg{e%5_~VIW2duAxIe*ak~mJi z!ts?co;bpf1hfHV>4lmoVid9)YC&UD0?a7XHo*1$R=+nnNKqMGcpv7wcZhbiU}`Vj@R~dz#=U#TRixdJ)2on8Lw!hj|0*B|Q zO*I$0F)$OptoDA;{!1p%ybQ}xxoX;LGW`%~l{5ex$O`0BJL)-h6;6h(^=Z84_?+C8 zoDiEk#59%Gyy&%#GzqaG-9LNYh6<&Xo_=)qkPb=9kcA;=#_X%yBS#A}_JvGsPbBxN zAU}CUG6~o#4RA=7?6gns!Oz_A3a{N|d^$>Wo7UrdSi?+S4s$2ja&1`;{!d9-<-+t= z%}bSkMHN%uVj_RUA-6W!rEpa1SPS{POc8Nrq#ESQOa8}8v8Yzx+q<`fJhhXzjgJah z#}}bweGYf2thRdv#mgPbyL3(^%Sx-3ZYr7^kuyO zT+7aUP%R?QjsV}5`J(b3NMs6tmscg7T4D=PU^24u)Me~-xKVQsTUI(~6(6{ki_M48 zkb)sLU2)~3ID7+B#GwA@weY?yVEC?iEDJJ_G?bRNTqNCTG6YOrBGlb?4tac9*gRC; z&uqNc_={q;-qg@`N!i5aE%Gu7%KJw*x#~v`#zp={P$LqqjQdaI?Zs7ao9O*i(Q?!& z3cMMN{_?g6?@xI%oZp-U{>t~>QPG;5x{LZ<$ob68z5U+=^i zw60#?ZdU5_oa+z{UGg9A_=(i7pPvsP-g~f|Bu~uo=L)Ce3W?XijH9pab%?e2DW-#mzV=tRi-i0-(0WpN4$s_xia{i7A&HGGwgh%QppybC zH8h;&LAE6?V((&nopRC)X7^qc^yOWq@MK+tW${wpBuCU0me6RzOvGJNEYqDH(|kTIEQ1D@)y zwQ5m0U6ZP@~tzZg?@`%wKX*28n-O)#kYnE@=kL*mwZhqYy(~m7I;CjVR zRj72}G4<=lhudoEujkJI&;=X`l*T4z+a29A=bU}xIG#lzkggStBeP7@x_S}d1io9` zY{$VzY-tCEt>L28=ijnL^Fu{6T)xuV&RG}AfiVu9z={jm*o+U&=tethp#7oa84wsVdwNLM3_5Rk!ulp4cl<-3cFu`#DQhFbKZ;lKs@wqg0^3Ek`hn0QtK%Z)iju=5Ws5Za1mSjX0*C z3{G{@e9_dN8zK?Q_v4zYI85)lAp-qhHgMb7>}-w=WX6g!glYdm^1x|B>O|i>j@#iM z(Xb&i>Ndp<0Zu zJtLqG?CoW7!BB#kZtm2oG6Z=V~*$&18;`)=>1=E*R-Pw7eMGnJY*)!^%dMJ2Imu1OmwDqGy2WY6vrLBP*b@$T?#r*emhgr~yca#V#N;ne+|V ztzUnwT1>6#ezj?ec^6YH*=v9OYL7?RR30cRTm8t0nBoXo!5~^&njLqpSJ}p_1Aao>f^-_|r)Yaz3RWik5go*Pz1BXueiGuKT{N1gP zOC3)sb1xcSy~MUVwo?8^o4>(vi1;erQs*0dF>}@EGoYoreC=G7+3pooCW=a%5q4a4 zJYyy&nB%Ota|R^`)G&>ib3!YzFq_`(VRyOjnVJT}@Y@E3c=1ogyJ?NcYHWUT*WVvZ z8r(GM8(|r|7_&~|+_9teq_6c9VM2%VBH`-HEOUS^V#>e)hO+)_R+|uSDOxG!o45^W zx6cnuctWOpgtK(2uAu?80T+`vEXgF@ncxk6;)iU)YIG{aU-ggP6+j3P#7^&*e%hyZ zqm9NZ*mN`!bb9wXH*cliE~qH30#K(}T`O*0yFq|jqO+4C1DBvT_2X>zsHH{-z09C%riF%-Qxlk1n13-6%iSAL zzeK-Hsj;bXh_{5P&gp`waE*c*C5i>$&E@rYO zyP7`VLfTwY@jnn>e5N=|<(B@N*zej{gk)RKK|kuP9(!2dr-I%zUF{7|w{YekQF>DF zW7E4IK}x~r<#76NGP_#YVdD4aNR52ZpPihe|7rREth^KmbN5Izdr<(Tfn25%mNQXu z+-W7uCl#s7ZvM2okC@3Gt!ug$<2yQe1H+=Ay?BdaurhPa7CHSQcx1u+6O22;sB1^~ zC6j!W#W?n26Y8i8-`0O*lL;T8({*kt%Cg@8Ktpwc}jD-WN))k=e1T7j9 z7=zvd{6Eya1#}!cwl3UeW{e?b$IKivGcz+|3^6k^+c7gUGh>Wxj2V)c9Wz5-Cuh#g znLBguyARgC{#VjcOIvD{N?lS_OW)p~;YKwb-IGLdPOgPYhF1A(20DW6P*2;kR<2`z z&Fq(E>h9)f3tbx|Yx=?}=#987p2>Y~9;1cXn}Qn?HiUMINh#n`V-Xby>0Rfd-Cw*c zDaXR+$g)}Cvs+{x*Eg|V$6?gr1q*}Kyi=sbNj?!jeexs#J7QxQ;=AE)hxSHe040A z)$R@ph_Mp)1{C8y7se!@{ftrHXIryI&Mp+RUntYnBs z&Hmb$s?Urk;aS@Rg*eo~X5XCrjTX!7%g44pOC7}K&bc%;gYyvU%0|LMG|a6IO8q)m%GT9Ef?*tcy}|rPg_2BTTXYs!hiCu zGrU*7JlpT^SKRrxIwf9OPAbYN+y(yMwhjD)zsa?Q{))p1z&vv%Cp}5nIkWkEV z567Po!9OSD22vP@As)s;%Q4@}kiEj4-;^`G05S&B)dT+Vya9{BaK4t;+@HdU!BB8X zK@Q%`+9-Gl&gqif%zDPJ&pOpacq59|KOS&;({7b5t<$f5TYJF7Bxkk9dltC1-F25B zllZzV8q=2iUmN&B1gQn5uhU~ki4_0~%SS(%(3w_7_!ieH11+1h@hCtDM(1IyvaLb` z@)EDF3l(SjMRBaYJ@jY0%`^xrUW{fZ-DwTC`V)VP)<@T#XtB-Hn%P#TG_w?MC^yJp{$DAtH9zT7Nrb7^XaaAS}C&>Z8y2H)E&N81Tz1Z ziKe!+sNvlU_cnb-oZpcy9_+AsI`sZu9_`u$TpqGc2IRrnD_@xl#V4Zv!x0*@;`IA) z%mB^Ni7)4m*q5$bg@pTt^5J^7LsP|xFsPItzc0c=!Xja_Qp+I+{eDfNSX_qJQo%9`FZ6$!J3`Vn4= zYK1`>GOJy|V767^3-6~Bo3OMK2RL$7TJ0{Ra?3JR8Z7t_;e5q^6Csy0SYnk2{&A7N z!a|mJwi6RkGQk@d3=H%bF0$L>|HyPgaVVv@-6@>;g!Bfl8ErEghnZAP{D?bkGDau; zOus8QK1us0ptn|7we=HvDc||w7Vc>2&=YfEu+zOXbWB5z$spRxZK(8uV%|X9;M^Vub)RWo$7Kce|dnCTQFWf)e04Vn?$wi<%TXfLe?bF5B~N%pwjN@<-wHlW7l#c9`A#M5Y^@b0cN4(xj0(S zTNGsAwxnkebd)DW4&5|CG+|TV8Kh> zb>8$2H@_S9m581870)Eld5(hX-AX7|>Re{7lyiQ0AcJmyeNGrvs@!5H0#|s5AoH~+>`(>p64lS2RA|g(%TrkXjB28Q@BZcZ8X2eI_#&z0kn2Q=O4*nBr*&#nqLRWw%AB64w<=S8R+;h(&jh9Nz%|#Y$v^%(oAcuzEEARqx>I} zh5EMtB&JMMd6Hr1j^x+d2Tc_2JDa@uJz!F_h#_w%a)iD4z6(Hz-%So=24XRH@fI?v zvaRAKMkI*>X%lGU_d%mxH$pcWZ%kK$nNLUVOctS?UDbUcNU(l+w2g za&$0hjJCd#)ci9JE8GZSj1G`&^=M7oc}W<$z5L=i{%a(dDZaPLZQ%Ruw?rv&x$%f~89Zl)dGZ)8 zjz@X&o`mW_haXa)4O>zq0r~NlCJK}-uRiIl9)6iCQqcm|i?9Sz$t8V*oFTfWO*+f( zxF!$xNvWjC4mK=|FkR2pD4*`n=`cYnK>VWRg2BA3dKbAl6YI*8nNJ2Nb2gce#D9DA z{{Bcu_WjE?B1oeYq!RsGDf;&|Vn1k*8(jcFyNIa7iUA4v^?%t$L=C3fZpyLhZ_UE@ z`2TB=qIz1qe4yA&aV*>oUE9s_1wm3!B@Ypbp=SS)y2RykN5|nt%(#hRUfWwtp>^j{ zl7hNU*D0H~5i<}nm_RB-?y&814b_9q4@^)^s@{?qA=PNGG@?O@@V>jI6mhe4#FB4u{U7ZPP7GUZ)AAaBe_%uzo` zn|sY>+ZfI605hWB6e$|Hs@o1X(-g=CD9@!SHlaL<_B7iL6-Dn-(4!&tS&0?D$Ivl6 zoZTg&Os@b?$p)TObP3v7^)cm9eQF^z19*B zUF5Vi2rFZfhuymavfP;*qi#JiQp{yFgdJx|9^ubwo4=%W;b{65kaxs5e9Qx1r2%*c zud=DbP1OPsuczrDB;vV7A@&xbBRU=ql1>gCMZ5nt;E+1Da#!tq|DwqvlD^@jO4qZ~ zs+}&QFtE}vy~fpH(OSj}%ip}A!eoVI*05UD7p-wMSx%6)qr(<)-Fq05*;*H1{(Vvx z)kZQXtjr@^*HD#Ec$S9)qVjE@$$@B!<3dQ z%w{umUI~Hqr}qORl3I}$^+%smvnIeCrbEDugUD9sHUf3n{JFjKRY;GWG*Lrglw!2W zMUU~)8`J|F*HJXTyN<$%ro}Aqem2vF5*i3ej!89tS6r)?EkpGsqvU&;d3oR(G4W>> zS2&l%gECD?Se9rcVN#(O^Au@5WnZ2E7tEweF)M$~I=b>(A*Mzlddwnbr^xQU{57C9 zye-g@3ecj5O6`guc(@*+DTZa8M0HZ3V}>-G;vfjsZ;}GWC@m_)!Ww>dO~np7R_>n% zGL9-lj|j03+OyX=L?^zVcf;G)*wZem(jI8gBt#rg5l8C9vvQPV-Se$Y5Q))1^VvvI zE7W6mv7M~^$OKnbP4$IDA)KaAH0fKtO?h4oRR>IH$6aDLJ!|%ub28e)i#WoGv6NZMwg4=?n`QtGr{^NPE1j+7*UZ?h4AEE&`=yY3i}2F zy}pR4X(fMOs}ew5{K~XENE-;of@9XduD(eshIPmpxMW3xRNbIsYss`^Kz!BwMii)F zXj(jl1VtkVr^}H+1dNQJG|OT~?sKik*h$s-QkG}$EIV#p(PCJhF(wn%?ypcGPqVZx zioKVhzSL-WS?7Q(nC8v+w$l8gkz}f7bRbmOn!$$=^H^s-C=PgpFYZZg_h;9rQ7ARXw3OjiF3~6t4k})UfMg=r@7u!9FWjT1L`BY-5+CX@r`)OEAn_ z*s=6ev<1z%X@nkz<1!?gB%}p*q%mw8^K3;+BJ}PL+5lEZHp(D7L>`L*?3z?n8F#`M zibYht@PTR-ND(qH9Ye6C-AC@5c6OAwUqJBPDptm;qe@ zd9vO$MPo=d52Yh`!s@L<&e8~D%(xpW2C%_dFLfGN8X+vTyvy3VC!1r&!XRVJh!qOr zvfYiQw`#9H0gg=C)WoLMU`-JDNEQchd4woihA*L4WmiHkuUQg)TM-_}13|6lKLP*r z&;O4;|>#zIEo`AB-FYun&3 zhs!|pbrG=y9CcJq4Y_Y#C^~Xq<;DLaUYLAINcN0X2z+Rnct)Y{aW%<)KsJ)+ZbMA$ z`xge<##1qq*{)Tj+ z>**(&K#B}VqJ2!wK<;tl&;U^ed@AZZB;{~Z+bA7WnIEQ5DR=no#rKci8WyLrHfdq& zwPz?LSA0FiSZWaxRw8psYMQ51DaxQ7;K-AgbgBBioo9-b6BV`ch+XF^UU^@Oh?&U? z?uVRr0<1&(d(cd|igXPDHg&gu6S!wR&tT+!`bSypTR?`LYngf@sPw;N5{3dAg@Bb8 z|5ESYN@hsh%)NOjuK%|E%8<63`(2<$n-|QlckzVkLFrk0W=LSvphjo(v)pS5GXYon zQ*x$3l6q+IsF$D-wY%E}w#vOiz1MKE!|2U~JG(;f0xU5X?E?#)eVR(YvbSI8UtD6g0I+Bzv8jt>p_G2Lz1 zOiI7Qdsg1Mi?U0%xV~@vWXGL4|GyKkY|87sV_9{kFa28}Fpi42^5sRnT?m{iL+hHY2s$)K>r?(AU>-X!`xwt zbcc*;pD{v@*lohw$DPzS>)-k@-Xx4SMX5(1Q6WQYRohocs)W0yNYkT>hv z)0zG+gMLmaY8|K*m&Ie*|5;H`Mbe^Ww&g1qkJTcPxOi`;@6L!mzap74AEQB^onLJcz-((BobV;vqZHAzNq&NMoa38&QmedHdtLQqC!&92y}AEcvcz8CcR#j$9K7ZN)&X(*aAaR%L@qw z#D+`6lX1)NuKjF5g~7KV*%KZkT@L3<<+FKQ4(oKLM9ZoykNtZ6PZ|8ju!1npA@Rvn z*QKO6UIwc$q$|eiYWvOoXsRH@nsBui8R`Z?QKPQWi-s4}(6$WYt;RzOHLW#ozy^x3I<-iaI5sf4Zna~YE zBg@a>GVsH6%1c3Fs+aYpqA=2JMl6EH@m=e|;-O+|YAiZzxWt&6NN{FIbmmui0eaS` zqD}1{txY#EjogQI{FmzlRRSszBir|Y2d!Sx>&8k7m z*oB0Yy{F!uVo;w2cda*5kn8>J3GuWfb|}KU=JH0o)qVnu;S~Lgp$`?_uA7vGEmclTp0k5i5iK4>7)YYRj)ov57ln_6QEL9I2=i(k~o|M0d!VN zTyeR}7#4lTas@!iVM)Hy-8wY^+*DNv9&1ROc2b~!WJ+Anr`W_8YZ}1C)C&p zB3dac!nh|ue|+ddii2?HZ1=umM!?d$a)^B6?)h>Ja=Umw5>8Y?aCn%)Z+Q4|7(W4; zE-tP0I5#-?en;KX*?W9`AlVUZ@np&NYRl;$aiMhx=?+2_%_YOda#fy#Ju!9#1++R0 zqQtZ@=IL=_%XNXT$MO-32F*$3BzA2Qmbj+4AF6$WR<&fmjU@I6hN9+*Bx3j;ma1~C z$nA`1(~5Kkx}`FJxZawNYGJx4BOt(1wGTfO!?^dWAU=~)zIi@J-ISZif~b?4NVT$@ z6#O?u*naQ6QMHIbEuC`Rf<=TxL1X_m9K%+3@UL=^17BwAp5V!}`;Y*b>DGkVPx!hn zJeKXKWe6CGcO=OPn2LHb*%oxbiW6KmajmaB^s-P=Ha`L4)U(3h*x7k9>kgpFik4q$ z<6ie)70?k#0%r9LZN%#ukt+7fp0!>#lMpPCl)ivln?(qtu}3TJ0a`-m-&6r6{U25* z9LJUp@X={4KEGhG<=x5(r3h5UBbHXW*rKPUkd zb$T?5ROig~PI4q>(R+{uw^xXAaDu#N$HT4tg zsy0+t1j}MI*&wU)($;Ig3Cyfy$%7Dtv`@`jv3DJ`oV%G6M}s^rkDY5eq)uO>6BRBa z8RQ~q$iyU3CXo?I>r#NyTuXUlrG-|_Oo-kW2Pfnl<}bvsUQ<@FQtBc6g?!UWVY&LHg#{#f8{y4$gB>AC+4NO5IYM5lyMU zmCdus1~}bDEge5({HY1hP)~5;ukrcQ=&uWD;JH#3Ev#UCtBI>hf~>6bMjUy_Y65J5 z2@_UpupU5Fc#}e-Yb6cH!yc>=@c07kxA+lE0xOLAk03-o?@VgBS?9&=DgU1`f=R$3 zwA?#iImvGrA5TFGCSSVue*%!{kg+1Epp0o;aGuqPcv>=H6ee%{sE=M%7N1Ki9~3k$ zb85fy8GQEaP5$2&i`&;P%rbI<%)0)c*Y&^9ppu-t(6Z-VC#QI*@;ovu|J@a+La$CI2KN${Zrm8e8+hq&{#1orjqncaf$H>82(Dhb^iUFV#SVk95$7 z>F5AVX5u4vBxc!>EE8ra?7XSsjEmM(ofuQ&fKKXA!_*LLwNfD(Fwl94`6KH#Ic!mmE9~d*pDx0CQBJb=J{~ei4DOJq4R1Y zfoS*;(HZ_KXzX~E?4n4n2r?GR&yML0Ro2BRqKJ?*ID#~@mV~en0swc}uV&+Y)mYhZ z-ir;9)GkWlxoC1=Oa4>ezX#;|6AEb?(p@tYHTaA9H>WZvmdUDPc#d%9igmLjy!|*5`YutAH>XgKBkhupef!r@6pK%_jMjx34%eA%Z+40y;VQs*51)-P_ zsEg0w*KtaS5A(3i)4CMV0#xnlHw70L(_ocU!=pZ7&$Z}Q6T|fkC>gJ0sv}j>DMxC5 zS%|dkmqO;)NKVhANgr~UgZN4qL0zfl8b}3K?wxOxAVxS6sanUz7ccrej09hET*EZ8 z%VaP2wam)5g=Om!A@uDi9Mx+5YV>7on$~%IMkD=Gwx6l z@qrR?lmNU99}`$gNw&Tw;gydFA<5WAUEu+5L}+B+FoGH-2xjk3tT)tMZLfWMBT^hZ zp@<6rAn`AY#OBrzz`fV?lqYH0#s7aG7|W_+$R>Jy_jBdn@J0P*V{-U|@$bLG4D}ac zsDHx?^(WyI8~ZPgC-^@Jq5eYj`LD!L5+95_;6Wr(zi2>-b%=lQSLwn3gB{8}>$IQw z*LK-J-i?ACoI>7Tm)!p!jLSoV+XKM<-7oR0&wl+9EX-_wC+=eV3vt)qC{)?Fe)a9Y z>Ds^cS&I6a^_n26&$7meGx71KmG`(o6x{KNf)Jtn$^1?2>=agIQq(U`(?6^=~8^RVtuR*euVJzHZRZ%hns>>uL*_1&gWz`)7laTut|fpFE;s>s7XS{@updpN0f z9X@UeuFmb2uY6qGt?$VQcuQ-liG2 z^S2xN$~XpZWwfmmixLjf$q?cMxoIilCr~M+^qXcldl3q9gqw)9=r6@X!6l<-*qG;w zlFyGY(;`sYn@$Rv4YEsYTqUg)wT<xEx;l<7 zE0>V~FR=&k*8XOhy=W3=jmC=~;h}9!DW2n@1;`V4(a*?oO6Z?I)&VVF8}O2gN6PaC zcHcVvy<_b=%t;vCWlsywPq0g@G7hUNF-!JG-uojjFi;9vjk%}7@1b393LA)|mL<9E zzSxY}qw?L@)vN1=2-R%w)o${7wf$`Gq@TjHX4PU0Qn6aPm~%X$)I6k`ej^#Q_gJo# zC7?z2Xu%8@>WZGYD+Toi2}|lV9rv}2D~C}(5CLjp$|NR8(Zg2&QPaZ?JWeBq0H$b< zTA(k)g9}duVNNG^J9=N}Aee-V@1hQx9tp|t`K~ZfFG66B^T7Mx4Uu2B{;wgz$@C8z zT+Tlk??9ZT|MMA)iRtg$cFZiy|4nYYUsKed1MXkQ?YLN(L40_BaNBYIVm$sYx$PwW zZ*kiV01#jS9$?pCU}yjkwtx^sNC!d${T)~Uni*lCVZcCG132)%sVjo^MpE#lyM|4( zM5zU=ZEpmB&z`J!%Wju9<|`k|X{--hu(88qao1D#JUxf6E|_@}S$} zIKFF(U#0&R5UHUkAkGX{F5*|k>@)oq@mCOXPG&&YjPa^m7mBD2IdJ>`l7n6A@Vjg= zyPuSGi}=%6w=WAn#zUd--}{4y<$4POpl6O987W}YA6|{m;WNr}D7?L)XDcjD4enRk zu(6u>{P^ou-(YhdFFD_q+}%>rR^Ljr0^JO1GN-bS-v$Ys@N5ak9@i1#olvg~=A%$R zRMj~`4^{5-eYCNR`3Zn}Aj@o^fslnP|CYkIB1BX1q=` zUsIaGShCsRHTM%SdnjGBi#(Q-76czjesn0%4*T?BJBZdQ*V&x=1m9FDC!`bun2tq+ z>g+K10JUG{qZK(EMUOk-cJGom`5Ir(?d9|%$1Fk;U`rEgy4qfgj%D`-xJuf3c~gHo zQfg*5k>Oc?%17_4JpDf!*I zyva}o@i}iE6%Pb|rvYwkFN{@1ypVsS0ICgJe~W?c2zpe|{qPGS1`WC`ev6@?L3~9p z05DV>VirX-Oe`jL4sn6{n%qJWydkxH`OkOZ@S^uYx_bQ@(;2C->$D zst}=N*YJSyd$m%fb;8N>&%Eu0K0bHsmNq$ep}|5iT#b2{ntL%fcN@7`ceJVe$`xyE zEw;Qx;fpv*$Ok$j?|;lpdnM!!NiaB$RkzwBZ#!S32#u4E5a4l~lDr`1booyI@#Wi_ zQll8OTh{y7!EtRYQ}v?^Ji40ic;u&`)72(avGj~tmCYHP*aQnzlbVg*%iOsR5HBUL ze0>H%zD8?ttQ)i4;q*L`(k+s;s_c%NSP(rU9!vbt_JKX^6a%2My-4f*I@|IWh?>v! zvC9ZJSiuuz$osVDr^Qj*%aY71=Pq}+7@wkUq5&VfI$e*zzr`No(0mvFp5PiCY`^*wK+Vu--7zox-QC3KV}~L!(OsB5 zbNgFbO@w;2ij48tE2;>$Mr`y{dMp0~{P<&+nohH*T0M~2Iv;Z&AsCAmisJ03TrHh? z6kdnhuoG5H6_1@l>5TUZjB=G}gA^G4e9fEqSk7cmgLN9pgtygRZZk8*=?RCj80ZEuh>Jd6ZP7NC>*?yFlDidMSE?vAX4M2sf)Og2O#5?=dZsw%GlS za?U_=jRa_}0Rw}Cf`LMW|6{WG#diuoLnnd4U>0&h#bi-33IGz5Dh}+BF|i7Zd~iuh zu5aikXIEBn4ot|OJI69+6EywXECjOs{0-f3&n36_le{0BLjy0)m}T~+ zPEKzV`^BIRcvSc$yKkkAe$-aK*)`f@1pE4pmvtyf^nrz|3!hIs)JNuYuNKIQe2hy= z{jD_F-sziF4(j7`M#mQjri0JzJm(x92M%+XhWhqz54zW$x=HIrqcCj}3lRJ-Z?F~) zdA;fpmjgB|a>X!oWT75Q?v=h8R~2iT3T=#+xQiS=V8#$g;Y&fkqiHqfinW-hD2Y?i z=qLfPo$F;tne1bxeOJOZ>8)6`2~>^?{1Re?2eH%=-{>fI@{r#=sc5lWSGzyv1FI7&Pt7a z*5G`Ls&J{LCA6Fd#~p@!m-7Q_C!`oos)-}`6f($)L7{omGx|?JO7zVl3adR#K^OG# zuWNr5g8{yn9HIbA`ne8OCX(Xb{?Ojq7TDn}C`kNRn(l2mwM1kzMrR|X z@5XIq!4~?=x2&w1)rKrro!!Ar17dN_La7eF_vUS4qgDkfTh87x{@GiOvi#!F@@Nv= zseN{scot@LeAo@MFd1Yog{MVOcN-~*C^nXybJU`BEcW*K4fuSOJr7%Md|xN3JHb4r zl@ElcefM&O;{29ld0Cb1tm7rB&+GHj94I3Pnk8Su``gp^+@ht}-gEj`g8xpLq}w3~}Wp!ks;(geY9 zDi&>fO`9UutT{)zL%Qr2(wzo#BH(?>)5_D`*tXT=x`b~djitiRo9`j;rf*3)_DN+= zF-KA-&e^-mda9;SdlROfXgyv3gL554!>+>W*wu41SCie&S5xr0>I8{?XzRRZLP|s} zNY@|3f0GsGOEDtuqUVPe$u7B;IUk3H_1yw63a&#L2xElN1e>F1yil4#h)w4o4GZKl za`J2BSsQ+q*s-Y|g`aZx>@K$4<^*UNQqudU(n+rLZ?9VHTe$+EB2l8qPlE*zM6m2@ zF)O33SD!G%VA>hv*uvnEpX`brx6GQcuJ^F{uve@5Rut__TnlpQ29zcG*cE*J<|b4K z;1C%YMc(fWZ`ir2@zeNi2|H1JU9>7JSTv3h;b^XDTwKCs7l)2p-@Nkq+SstjzEF~@ zyaO1e7^Q%yShM19UHRNNH+_A@Fd9=+59AR>o37AM!Ms3>Li?D-`BAf9NB*3DS6r^| z>@o#SrV~FfreqO|M>yc7LjtxmymbBbYDgqgY;QvPbxc{W-To)ZoRr&aq;k~d67MF1q>UP{)$WF)BKDk>Wvl!@P zF7@-r7JrhH#`)RF`k}Kbl0u~HWncC3oE{Q2H1JZib0?K*Y4~Vt>X&30ySN*%!*Z>jB3|->--P7&5khd z@sMCDd8#rBju+gho=-&xZ7b%mQOTeXTu)c5J$=v$R|^b+BH5xFYIWGR4tqY2WM}}c zwWG*hs%aPI*y-h~)5$*zMXLQ+dB7LCT0U#$U95ORO)$xPE!1gMA10hEZTYG^7=*N$%7I_IKR?yf(0ae${^W^d2Z+>VF?7KJ15t1Lo6Uzid$S*=~ zJt(~hKj4uaD!trVTaTd^VBg2mE#hHa6fb9JDP%vFj!Yq5@Uqk_#Oq4XjEzs0-5!?^ zGG=hD$fCm02!b9gTb-31tN78Ir9I2TemTv!;U_cD82R02%5@C~A98YHaq3>AN}$Kj`us0;bLot~#q;BIw$^M_m_AVEytW}CYb6OELelJ zspU;5*B0_kC-Vfp5Si!{B&_ree(g74QKo-+?4_?`6T9ws#jZu)umLi1rEhuC@n}eK z)GLipjPzCwp)Nhlj6u)B#V8r69RC}@{lKpMx5`JYX9V-FwsiI^Djl^}W3S?K(u0#Z z7^=U*+XjfUKLTo19~T)eSvmu; zN_j{JkHE?Pz?58Gp_J(ZTO=18|vbfV};;>A&`gv3kMy|$h5tPK+Zr%HCKV-tC%zf-PH*<5T# zPWe*7W!)HVK=7q%zkz1cWwVrH5k@N35n(DvXiG|+0$R6RL7a>=X~xMeXfSO#>+DeR zulh}l{r+|CVvt50ROTK*!{U|EeRkdahL52pT4`bPja!fraW~q@~zg zIZBAe>=Bk%v-5@-ITi&BTlcBmIpOLV+BAAm3ybOZRUVVS-UNWAL8J2>4!u9FM?o)& zG$0#GV4yd{UusK#=s-+l0UG0ji7_eG6?<7n<|SF#VbB5l)IH4DCqVuuBzdh8buTODd> zjOYPv=~d#2n)_Bqz3eda(mx!I&OI-qq19%~=MN=axUY3GQX@6AT!whNywBF@&@~A~ zBm__>BnAe$DGM!}L#t_(Ru+HUVggpD_{TfbrbcurMV1*cq3vf_4efkbB#Z>JVK zz%aI!u#!dIu5`o^lY(?M5+(DEe#m`9Ttt3hkN%0rmUg0g4;UY$B;kbKbgGQ18Z6UD+Ad7xF zs#Bbkb5SDJ1R8Qf>ui|g>{{Ju73JGwy`K3|axOSQ;t4unL`}14k)X1gh2vxHtJy;a z{Kz|WA5!R%$_1T38YL=OJW4t4Er-FUL0hI-QbI2A-rL=6LMGo82D!{2<--H*e7@= zH2RB-L||Ia&Bs*V^jFPS)mCYd+~_3756xIogfB{m0o+hBgiUZ=mvBrnME>xUQ0CYK z8rUSC zH^Rm;tHYZr9}9m3W~m4pnfCj#)P{!7n?Kb*tCpV*#=I8^xo$B^Zi37h4pJ+|aK@G( zAaB6oaWrAWcm2;(51TxmVuYnl+8G zB;xF;9GQ7$xBMRc?kVolFt5SgaomphJ1@<>Jc0q);}-$OYC#^eIDeee$PcLRL||>> zvw^aMm)lV1Uy_Do6KxS>HwJvH?iKy>2uX8#Wcix}x&?(uZY=ubgR-`)CYen?){Cij zv|>6OMmky5Lx<>$c$5g@R8i1>ry@90^+4WJ#s%9BweiCkleifZRJzq9m$Aq ztpRV{!of>|>Dx)oESO$3I z-PhbS&(l)&(aN|HHY8co&wWN2a1FC1E*FbdHPoS{j`X<7SKK_9(5JP5GN*?b6WH{ZYGL9PuVxvIcduRgJPpf`CS% z1oH?$jL9d*CF6H^XmK8IzUzv{@H;nTK?7jQ)56+ z%6F)s2PBAC{x51oe>^EsiH**g6hXEK6Y>T7|6I5gK<#VCmW&TudbfG#wS=I8YysP$ zO@cdGLL=9lK@4lp>!}$^8Qe)$%apmmFuLH5+oA_ee2iO+LDeSUh>*LI4@|$rwmcDC zX}lwUw?<`YM>(kbF)u$vz0Z!JK>rx>YcK%d@6PWQZ!>O`@a6sG8{W>@oKftq>Mq%h z!Y{!d1HPsh_f!FpCd)3xMjm68gdIbE@b62Eqhz@iYL}B|FP) z3oi`D0d8mqzlNcQFJieRyf}Z(`P8M|qn>A&iz5?waC#Pyhjj2^f=Ng`S5jIFQYrW( z98Di0D(mBLWi5=zEzX^PkF1*m3L2QmkUg{`WD`s|DxFltkGJDB?rQr~ zjC8hPPI%TxHd8!y%MK?Qts`|3Z6RIN*7x$IbY`3Hd9d&{G_KL-A>Ff==sI?DS&ewj}v5RZqS+*1Udf+Ae}Ho?qZX}SYrDY*xUzW zyUdSFN%U!mL%;5nK+ z4jiq5&ek45sFFS%YJh4d1-FfW0-r?iXP9#n3;Mj(15yx?WP^O0&4bjOm>CcDJ(Lz! zu5@G&$yro7#vQ_QeOyYs|BMN)c@vTjpGq))(aY(dPbEKsL>(f>sn-|fc(`J~R3{R( zi;<{f$pra!stu_*3GQC}n>HZw>~)8R+VwU@J_3rv1mWha-ZWF^h*DGwA9)F(db8&N z^Ux%rP}p|aFoA{I-DO!e!{@xUL)7s{%@n3^Ko`5s(=MSPxI0e#ihOdwlFNxTD%9(` zx)@i>L0^>LLr}lTiZZdB5;434af*og1wf4&9=zScURbMOib&Hpj|Ul#a^e`KemJ`? zbfw1!J#{l2vQv6xScxqnWBF{$>qac5BigKwgdP16UqOby7y)ukkRt`a@hwQOLggs{ zHcyu4gR!}U1+A+(Nnvl1%$=J#qBHHXWc|7pr-cTAYGn;fA)a6IqWgiEr0 zM)4+2K<^%JO5Rl|dxh}*=j)$<$%UH_Hw4h~fkwfW0%JHDS=?W&W>hyLkds{sL9MXT z%>8)Vk42e$73H|U1;|#Lg~`(2lB{Mo)+q~UyRY*=k9T{gysp8u(551Wyd_E1;+^&! z)&(g`YM71WG3G};t&|f?qbyve=|!nf+CKO`u9ZZkwT$7YOlgLS?Bq+lC~0N#l@ZOc ze1*?`A!sMj-~IkMtah+H%RE`a!jUh~6gnTq`2Agw zb7)e**1j*{T}3^CjmJnqHEn{&Fdri!!Y8Xl!j)?SjI7Aggf}T{h7hT!BveEW& zI&3?3Fd6FF_DNlu@QtyUDi$EWz^L8kd(T4eCTXrn{2WlE$Cu}|E*AY8aYOk?p~WCN zDVuz{4l(k91FDh;SQYHvR5$vraz}^6CgqSDAhHL-qs1>DGEo^Pvw@%Hfh~D|Gkx{~a()tEnvw7omT}w;;iOdV{}6bOJ5IC&kvAOw<^gGcI&OQjoNAUBHlB8#o8bTgfh4nt9VB5mE7Jq`lq(SgId&;nUl4eLIO zBTU>zNsi!vt8Tzo1#{ zH&N`7cG;J{~1U-hL;@#3^oSjtR7d9B=NG?v99IBsY}4YzJ@SABBM%v*zpI#KE#`PN4$wIjz# zdtf{JcDu5we+U~iZvy?zVg zxX-pTr{XO&Q2>^#3X0qYd&VB#&5Oe2Q@ldoLEOCb&L0Wj*I6t;c@bdF1Jg%*eoKBq zm7rV-j>+-Bv-|x2!P{FvMG~xOqBu0}*0{U7)401sUzxVyW%ySp{+?p9diPB*aC z_s-0nch2m*-97tWR*_UzRz<|0QJGN{pZq2}Xtsa%qBtwNj`hC}rYC3BiQ+)AvbB(3UQ|EkF=H(VT%d=2A zI>UKPH_HF^u>9}Nbk>vDj$Hi(VyY}pBWVx6dALfih4&D*-Q052Sp61GRkjS}l_j&> zc+^Ziz~dRpbr?ITD>Fw+$21=?IXV}#_02nAXIatJilS#_&DT3n+5+(C9>mw?+dRY* zd(y#b>dmL1`emBWn^98nN!N|7Gd9jFj*)yUdYX@!oX%NGd2j6Zc5ycfs{778zTl<_ zFxW4Xy8B;s`p!-wMOV)fE;zrO0FQ_gIiIs5o8HHZ`+k_K=*}&;n&8sk7f1Z)aBEUL zrcDdYZ6m&wp~!p8v2DnpEEgTr?IXWg3vb@T=ldYBeL*=SHqG)3ls1`qR5^zX$`+pK z*=qy8pZ>aS3;05lz_QBYp}Cl(m45Rwk}^4PeUtgO6N~`a$Osp#;8!?<3e&s!0b4%j zb7r~usF2S2S;7fk>uYpH%wY&b*6^1>_kxOcf18uYeNzOtyPHyc!Siv^>6>?q!F+2d z&q-8a^@owEyuzg@?MJrwnC|e8qNmYbqt;k|?>dQtC!CQe$#3|AZ6*xS+-e!S32648 zwdlWg0zA$-l#g#!mw)6=s^!wmiWQvrv7@)-2Kh1Dye5xU?+>F5)FHr)Y@x6MU~R6} ziX_I~)p2^_3;P>m`RmSoxpvOP8DV{P8YG?>pnJG;Hd$Zf&<4`cTvz~p=?~!a0}$5d z#OcP7dg{XfI}}Luc-sd4k12B_W<1~&p<-b_YGna_Z?<}GF4|NHZgPi!PTBAGqCSyu zwtM@8rbT*Ebw7?2q#9pcWB)AYA1JALOSANmhTq5YB?|Kmq7+0@ z@!xPT?_S8Qe&vr-LOM@CAL0t_cnbFrZ6u&?qKQ*WeEg$mF?8)SqWFhZYM|MOs@JF- zfUEs&%Kel(C8j`ajg@NLU~nv+`?CDyVju4I8zv-&=0%4l6x&j(skKT^tnqR)Q+a4t zt9HPvW)d|t-2%I3g{t*zvn0Zja|%IHZq(Q`4%^mZ5tQd_h(Gfb_xqIeY|lJ(mDk%0 z?MO7Y-nsXEYx>SI<4~kwk$7RW#{s7F!4;+WTv zC{y~*L)hq_Yws6+z{$f{91@Phkev5$FPlx(gaTYHe#nT2&z+TuLd5+qa{_$!KX53r z6L}#cnl8a7_)VaB@c8sjUTDj6$Tgwjv23cO{u0otJvmiK7Y#=8W!mbaFFAMw9?@F8 z=+V9<%o?UtFEaSojE#g_Ct{JGAEFGO?mymg#P~)JRz3h(iD9+f*Av5{Njy)a^{$1VW!GrCs;iR+gxUsRU+7!C&#SMHWn zAzOD64`Qm%PDy)>fD%Gb%tJ97Gg!Jy`o5(^1Fe}lqbpyF5(MdNBV~gvbbC$BwtDZH zoJoUVC|}0OLlbWt`5oS52fOK&g{thc7%Pb9ta&*d3yBXeA~(paZUG015>h}P@D}xA z^a&;QrIh0$K5U`(-M$=;`*L%>tov!Y;{>1g>8u%IP_u`_^YYG#H6(>aVbM6|m5%Cs z+Wq`%5~6d0Jb3=BxI@++4<5w;oQqBZhoxxQqGR+#lBv$+lwE19s>n zk57l8NJ4388ENULKAp7`5&eEzW#jKRptgi=i2TKsoxTGZf_fXdcPjRGacW+D^%KG| zr6&hLBdXDVu-cJI)QEf5hbMi+P2JDgHl`U9_qHn4(I3s1^wmz;+0rIHUbSjMrE6%D z^9<8hvf0<@N$L>M;&B@Ut9$qAR8$O7Ms(!@pd}5VvR8W5_t%zHbrd3qb6DLQ9aj}G zcHJ^(f9#9AS>aa1gLyYKFh~^H2CpPA00OC)DElczjK9GdvCZ)2DHk}w9M@sJJam7| z!TV6Sg03LUte6tW7c?Ak%tJiio&^t@-@Z3gnLoe$`UvuDe%=!+IL+=zis_CGd=!+z zhng|Rb~|I-N4}msTQG2D51JDV!`%AVsRXHPK?|M&i+`J{?KH4oF64%%B#wBzx1WQ+ zG6_!bDI`|EI5yo&K*t%EQoA`M*R0Z;@b%@@K4<$WNK|$7Gk(v(xw_h4*><8nVXBYZ zf{waU0m500jP46scYks%yv#6ijbvd*yu^_#l5G17rj_mR)&QfJnbxFmqU!Y)az@gX zanmm)7y>OD1C@LtoWAbP$le0MMCjHMBY2G;_I&R7w_($J{x2d&Czin@9+|)R>=Aq= zr`*rE5gL@GS%22;s>!Z;icg57kl$2OMU3gp()-qRE4Vb`C{p8TzFc#AWJ~wzG&TFJ zT;>#TsR3f}Vvh_=W6-AB%=d>>dImyBXI0T@cWE~!ikK0bAIb7^W!8xIlI#zVaGiUz zyHVlMaALR#BjerxMn}&B=7OO#_RN)gel|=Q68)QPQMM5x-SQx8MO(kVT%(hhUoU@q z$@k!E`yE=oYdFm>d^19rnKl$6VK=QC$XTDR#Vf?Y*A|njV`?@-05Q#JWl}r1u3Np{ zO&BesWbj0##gb+SgE)Dqwrmcyryyu*G>jI}Fq3Us3)R#l&m=*5NAb&IiOXLx!BaYk8Be;^)+ zkDJP(=|q^W&&^*BAV#N0zdrCe$KZ5~ZV@+cO>He;?P=Q^Fz~pshfY~`uKj6=3=cIk zgvjlM!5D_Y7-srb_m>*{$zkk60boW;MHZ;F`_+ep-5Hc1bd+kBgo%4=^dm0e80R z&-F9z$FOzU%s&FOl53VUYriE)If126DUO8sp?gzAKhh1*YEF3(UT-%zr%AQu zvAumaU;H!vHBM=E#Hi8>ur_Z@B@stJpS=lUY}35Ui-zoV#lTb=g>WoCyg6br1X?pp z-ta{LfHV3U{1jh$l6YnfIcmU=RkwMl5t-8^{~KU+WX~yXKD{M8McQv@FjK+lRl)a? z$p2Aza9rBEt#)htfx-N_q&e#|jjD4d{@M9>%n9$z{K=Ftcb#-%oXZ*Prrf`@qWUG2 zWM_-jAhRmRIuvC#pPA1JfM!X>g)J*WYTBFY)XCum@KJiW6KkeASIEhZgq4)x!Kn+2 zA-o5-OmBgfGfM!=N~~uY{Z;}{nHN(gS#(ySTR!nhDX2yX^;pS2+3fhel3WY1Se}_0 z0AQp%AW&uXaVl|m5*`18w$QS=pKU`ER=mELz{2QYSQ#gJr2J?+Q=#9tzMHNx;yu^) z5w>X0s^^nlgsUe~JC$?f_3-+=N_&Al^_3_?7w~pOisvi<${Ybd*2FXn0e;^&X?gc2 zNK&JH3}Y=XpylCrlXmCPV@Raki>@8y?l&}gpzrSOYc?r*4l}DX+msrY%*>xR?`B+B z?rLbJliY((0fUVrvR40huHny*_IBp9J#ytxMDJ++eE35P$HGg@3p-{KeojcmJx<}7#xh?EmF-Mc3F+tFw)V{y_G~h^C_++p1A%z z08**f&r_yNQO-SI0X0zTjjo3`=+W1xNt{oTtd%)3qyACjn3z(78?$vX8I}TOBP;Y| zlMa4^0uVdRnaRsYSNwcW<8rC zy;;lK68l-pT1LjpULG%5s->{jWv3^qFOF#UOlHa)+KTl{W$*9vr(VspKT!>TjQOZZ zoz1LmoN`=p{$fUHJa&OTes>H_bJETBXW^K0&j&fsQ>M8ih{c^J zr@E^_v{{{hc|4n;=ElfofWS-~)$=BM%X2i_t}V#azmVIoaM@YfI5LVCV!Fm&L=qtN z;l(hNwSx=0_0=?)XbSQ%>-mQL>Aj8owe5n7^+e>NG8Hds@(k0P$djAX?Vw&)K8?Yy zRn(l}NhmX2KNR*3DdzQL>Js7jKo|d4CTZyx;*#IODhUh%h58xP1DyX|0 zT{tX$Q?E>3cOAQ(qK&;hGgix=dYk=>DpAe5=iWI8A@slYDkpOn)9aoYJ+#|2Xx`(| zb`u+H*)PYROX1X;ZZ2J)7z4NPAOG}$rQfs3_bgTA>L1qv zn13qfU%GNYC^>DpR&=qPsD`4UZCH2lh^U#t01h73MQTL!lu-ovPh@z@TDt{}Hy+NC zqC_hXWX|@|tXFVNOdHIGQWWwy4#kRyqtMRYU%T#sh?;{@3G>~_a2`95N%~iF8T94TW5rmUOdxGt`Qy=ZIj+(}GWWD>rnX19{YuVL z|007=c-o*H@gCFLI;^95zL&Co8Q9~kfMtVLvy({lbZt~m{y}2*!tmStQ1RC_`TRML40n19)`4FSD&@Pqdi( z8Iyfl?qh|6NH3!t+kV@Hk(>;*=c6y%IMtJ7M=5OypPi6r3k#Dv+~r4Uy=IK1OR)3N z9Z3p+7#c{i2D!E<*$+aEs4B+)LfQEb0O2nz!NJVT{vYaR4sIZ<@V^RHuy6ron3ATJ z<`ynQ|9Je((#2WP)JeqN*1_J+)Xs$nxL?HH#@>|Wh};;HMjcCpW5Qw+Z$mA8SDzWeD`c}MJN5!^!qxmv?LmisjsU?f7Qn38|=X^ z@4BoSmZ?FHn6O<4txMsPyuQNM=W(59*Atwz6bSQ~llx(t3A1Y8T`jw-(LF`|W z-<0rYMCKV{aUVYPlV-*iJpB$|S3!P+^F8}MkR!8hK9M{8P`TL0+$e)v z5U8itBb<5=5Q4x1M<%~J9u1yN?NOM6A0S}c1LSi6^UX;^E2*MT5D;j~5#Y1`CyOBP z(*Trpfh!8~eYrgCM~^fV__* zo8lqMcxV}~yUqpK6^unRqs8LTunY%xuL1R9I+LL@M_hT=OAqm1xAk;M3j{D{2m3Bv zFfzC+?L0EekAq1Dizcvv&@K|4t5&G$?nZ1=7H8rewH!&0>^{Tmu6)toSmR`GXr`nN zwG7unNJ|)s9~+e!s4NVMOCZBhw#RY9_MhO{27xSgeG8inNY|43Yw8pU+r$PX5fO-2 z1bARVI_QN_hti~p9-AoHVtA00IRf8;EM5x@kx6gm-Y28u^dzfG3EUN&Z=EQ3r7O&Q zs*1LeICn-P^-s&SY)4{)1g`qB_a@d$QcatpwWVEpjk9su5qS+?jX6s@*XlsTx!bG8 zVP!J!K$+As##4z%=~{;_As<)Rj|SBNRGYpmL?J$R;n?{=sW;t$vTbO$<%7Hs!#bIG#Lb= zU*hGNlCKt5LcPWi?i1k;vBfV^w7p%KW3jZ?4EHwNT9BZ&4!=DKwj8VbHdV=2gc*_v zRt{a|-y9)n^H!K`$J(K&PS-Ulzu1l5l|W#%1Vn~Z((2CzmG2CcV!Ho6xvs6T%Ny6?hT`Vtd|=OsqOnqjg!toy;lqk4vBnp1gybt>)v{Y_0k z+TJbEq^dgy-q**#vm@ZDjyu4eNKCFTHp}QOLI_X#@Bh;8@s$R zc7YLWQBW)qA7|7)6?DOL)aKz>OWj)}o`&DLbA~I7Y}`FBQzHC|5#=4m(aD0-%0r`?kDs64TiZ|CyQ1}tlN>$K7xcP?2F^DKV2X2ycYi}p#%ekg!=*s z{m(NSczFkbK!HRB(&LfQh)7tJlnnzC8qi6t$$aY|ET ztH>nQ@>NKz$rSuXEK-1zM*TC6u|bFVGMZJFbYk_^~$asE)VM#uX0 zOUka1EoyvbI1pMrX8Xvq%i?8GW*%>-ddaOd0meX1n$Plz0ia2uFI5pZ#Ft<^V!*_P z$~z(@)i1$`{NWwyfnhx17)$zovM;D@aiknu#-4lu?I2X<-6qer@St&SNpDN6X$UMv zjxF(LgLvom42TNJaWvTw$egG?0^f`3wY`HK);t3YV1W~L29f5jIL(NWpT4BnGn~EQ znEQlnL55@m_rjeERLrM&X2^s}=YCn5uTpd1Y}iFH6k}lT zvr>{$1h1jhn%0Il>vG1+5Dmmc@-p6Vj><*sbk|gJP+<~B+8vW&Hd?yN2n{8kw z;7<1{+Bh*N9bv7}PC0qf;)H`+_bmJqq$n|>S^9WBGssK7o^gR)h>n5 z5FF_Vn^PVFz0NC`)NTa49_d4AM^8>^{Qdd&d=5J>LKQ( z#w9w+=l0fBUtL-@7w1d(l5I^HdNeBAGlcTGbT7btO?>RET5s-IC5A$EvEt*;04DX- ztP}6puzoq^WOulcU|!vw%ds$zvmxNkfklQR;24(o!R`wZg#~)h`LKiS`>$N~6#li> z5Y0c|e1@FKf4AM@!RL@VsUNWTx2ps?y11#VS&jOOUEX_V{khRrskB@VGmD&<@;}RV zk8FWnkV5yjrHKi`cTFBL9`(6BCvtF77^*>vPyp|bHJQ7uH+_t3?TJd@fqryVp0vq$ zZf$R5Sk)^GCk5|sdrtINQGGTBU>IL70?@4~VlA=&dthw1vA-Iq9jgskMQjV>qwR@! zkNABqHf3W=wB#Z1v+CEiYh4oYz0qwcYN`u9@L-UQ+iHt`-t-ZC=X-H+gKg{~G^R2> z-+Wb`3TEkyUim6Uq23~UW}v&CY)w78J}^#**xZMj3mx>E;P#$4r6FLZ#4gV6aC^`v z_Sao5b7Wt&^TH5oamFDAb!_I46Ot!ojH$kxfT6m?$D7ZRgK?dnretPY>uWnDEz?L4el@;HNX6 z>ULiX6UmTKVP{7uV5!5M<>RWxgce#f|de0x;l_HBMyQZ`1~-TY8K!pP-XBcElbFf-bK& zxi%e3*|`bDL@DL&{U%Mfs}3K*mnTls1d3cNuALCTF2zHiLMKplrjo=ra#_QHxrGSm z{8oNo{@y_xiYUJ_iTh_GhmgKD+wqfg;eMeX`dOszIp$6|LNq9@_ZZgfST)dUln{3X z%<|NUDn=@LxF8Zxy*$x|?ME?lTfN>`GRer~GykeicHp7))P}m*#wV{H*sGG$e}-or zN6qWbA~96MI9wL+zNGQofIdE-z4!GpZqaF%Ty!nUpPRAS74e$z?2ZXs7p^pHm@;7B z_!}DvvoB7gv#|p8uCdJ}9DF9zT#GfE^TTFg8 zZZpdWXU1P zS$c9WcuZba&y|25D%1zK&VQshY9JlLiM`kr7Aa_-QuY&A(Wn^KZ_^9bcM-2GZ~Mm= zxS>FfJ!~(l6FZq2Z0VrSlU3&(oKG7iI^EIjSt%Bnz|tx|x{jNSlY1i>Dm0re8SpQ^ zMKDeIL=HbJv`j){-u;?fTggDvR_`KS$XXax4T8Cp`=y-bxzU|FZI&9A|IH@hTNfUTqPgaCAx4uY_avzXX@AG zKn*QLp8^K9SjzA0G7<52%R(aE$A;(dYjrhf&C}Ep^$DiM8|$1*B_Tyk9xB5XLkP0e zTj?ayFbk=cJUlL+`5{X4ugr3Yv_iuR-pY5cf)m6wcwj2+G<*8At(wpB)j|B6E*$jA zkhHrWWRVZ0nnNx6;h3fFIeVKWK>zgO15Ax4hV7abDKwCb1Q}GbWrE|2X=?=qpyetN zSGoGP9c~2PlNz{o5R%x}O?D2s6A=gaO!8~3MluSKzR6PDob~{skx@&tRj&S6C1}^O zrS{hC?^O84Wd$WiJB39IGmoa*iZmGG(cd~H4K5^RRs@`(d+6`HejS0sEP{pXwWJ<* zD!EzHx>K>34F5W&-^4owlc!{Y@avL7-f8hKdV_R8gM@bKxLZQJJi{^i6Bj)3#-^By zntSW@THs4#rGIJ!Eyr-IKxon(nnYuIwt+q`#6N-Zfh zdisrK_B1GyQ;q<&pWv#U138j?ZL{Pw>Ag+6t^T&tOrYW2%@~#I}Y`xL?!)>LND9$ce%PLgG7> z<7}gt@CwAOr=iKFM2#j!16)Vvud~S#1qj$MesHP%M&_>vS6yna%0$~AdpOyMq61e6 z7wDHCT0p_n|5WSspT$)Fw;uZgqz{Wk9> z!p0u`OFW~)?isKD2>!F$=aYYExdb%+Za)9tYRdmoIl~|ne`RAp-!I^A$A6nK1WqFU zQ(zr{Oq3v0aPy<#U*c+@U~c|`W&b#_g=33Twz~<+6Cs{L$oxrZs8z#A2JC|P0QLTyg696nvejH~YW^*16o_H} zHQ-B|sT0*N=DU1>ErZdTB@lJ+DH7B08R<{|OXzwOex+Aavvn4qdu1am(AU�TVR#lL^+TB6fzJ z<9ZspG7MP|o{#|5b3oZEkCsZfPukrhg7n}WH?}&peGB*ItF<6j4lLv;ubOLP_D~a< zQ-X?oP;>mQr4g~uvijwK{Zia^FO!1YvKI}+(NJidz>~kJjnmiQK_6Taj`DD6a3VWAoD2Oyn)*a_G1PY%% z*}^goD%=w${6dUHN66v<$<{qN<+z`)RG3Yvp(ms7fX`X)N83gu4fkZvjKem&Y_vU8 z{2X|-An|G_a>5h*UZ>iCU*-)}uOJ~b zUa`p58D%0!@;P=lzF0%qv{~VdoM&l!Ci~c)bMCb+b_KK|#gs=<4?IJ6Yuwn_3X(w~ z>@_Hl!Jz~qh;D3*(UeEKRf%AEzqm}uKd5~ z7Q3aJqh}k}SN{-Q2ZQc#Y?D0s0zIYQEy#O8)p=$j>sWsQx{=+O|1l8LPA3orl(Sy( zi{^}6hE1Q_>+M4zbQuyv<`tFAP=`BNl+HZuzdp=fVtzzJmjL?Py2?^w_Jk5*IUWU; zI78%!=0#8l@cLqLK0y>_srWtnKo7zARcf7mQ@azy^YTAFqT~$Lih^I9UBcRhXd&TY zRQoOD!tb&41UWS~xOh)PheahKQjf=d!HW56b60zy=ElQ`z-*DI`Kx1W=83I1!ZY^1 z%kF_3Q!ys{-Eq=|!sW!HonTy)2ZwTG6I`*5=_iHF5Icy;xBWp76qRNoO^cOZh0N`w z#1434&;3b#yl_Xqhn*!}tr|%nUynym%;6>c5p*;IY%k#~$-c0J-yh*9sB&w>EeX-u zcy_kM#aB0?GLM7%%=psEtB+XH+rCgVsT$6N0u}vLU1V*n(OxGVK34E%rIGGP(BM_x z2Yx*GM)7=6!6_53d+vwi(n^xN(HIO5_SFu+i~wB& z+30oIC`F1y!f0kgX1v;JF(By_5nkOek!$7T2OuLVH=S$r8^HKZc>#V^of1cGVo` zBRs$&DEeMixiOz@s5@Ou732e#iFULp8H`~LpLlV4Sb$V{r1ukK#iozDP|xtUjceZd zv4$k&GfWJK6!cdGU?K^shW&^SV?I}}T(#q&2lV}n0oxjtiOJ`HQBa`@#jd*}eoO>N zv+S_p6;i8|?^~=6IqgL9T=#<3$^B>HI02niw)Gb=DGn4w__!=XGB&7vZ3VE=L|2yf||5sMu@PzsQCm7j(_Z|;iQKbLUdz@mJ1K4-}|Dex62pj0o157Lq z`2`a43pxTE!hfGq`@h-?gs@RyK+!-i!9httz)(QJQ9yw+D0m?Ma47y4j1Ald+8aPY zL%;y{;{45)3S9nE2mUpYgam%$hX>jkgCT<>1C4}V0qV}FDG5MS)!@qyORduMgnUfN z3~gbkP@I*CAkS5k(Ox+uh!Z~bm#>TMrO~#Unq$)es=DYS1F|}hN>&k=!odH`R^cE~ zRw*@6lCAlXHy-^FL9$4pJOISF`ed)&BbCA6n*F>9j& zRQhGMRJ96p|oi8bepO~D3R)k&1i$TA|x zB7k9PfvtyKT8P4Y87;A~Vr3k!e9%x}b}ls<%=r zZ$mO0h1a6f|0L~Le}%tzx9A&j3J_YuhNRedLgbgtaYy|K;<717Fo z_yQ9O5f<3qAic8u&l1C1U>A<5=)N^~SgWRFlv*7*np|k|!|=?MRfMUQWk@YF;wAIw zbr0H{@c|XjIG)2D$=Ny->QnrQ$8Tj=0xj7D zWRh-4Vv+(i2P@sAwVH|6*`2lv)m)F6i1Hb4&MJgLwPR1qJ;DAO_m$JmrI@*(?83`( zoEG`L3Z^tl6W8W?#?6e>(AwenhMC|Q+sP!uf@6&PBBi*ZzrJCyTb;agIA zo7(Xu*-_>R_PQqXY<$vCLeqH%SFN>^POWL?DUY3d*29_QCU+01`v%>->rPyona@m~ zmQPa1^+_XLa^gy<@>!*f^pPXzFjV*tDMgSFQ4lA8})Em+U6c;(!8R=_O zYwl&p8xv!wNh9IOl0YDUlo(i1&{-0w;s`~Mbf{$1@oKuv^)yteloUf#(_}iU^v(%7 zf#9=Uh6_I4ck42XZR^?d)w|cJ(mKKQTc1UbOFrIt4S61sx%ciicBiyyhE{3GOHDnt zD4)4;OHEC6ObqZ5Bc5S2WV{D0E#Rp|*2?N_bT3l&nkM9XkDF=jQuPZUv(V8^cSJTe zBQ9&1hy?dr&xc$4P1f1RZJ*U6S^K)orv+X|zf_i0`z7 ziwqnrpbN$*BxWzIn|Sj9WlPKp~q5o){+sWrC+`VbnX_ zDA*Wr`M$UK@ioQwnSH45+jp3ZNsZUYrII_BvTXxyo68zyX6~X zh`~)k)U7w47h~5*qdh^K8^+rSTGXUjgTtE73RavV3<$^;*TwwpIZeEsiJ`#%E7fE=kW=`^OM6h_9Tmp+2c zcNg>ZT0VH)hjLpFlRnP}NyX#K$6bBA)V*HLqe^GDH_J^j`zFQF%i}f+%Qnl*21yE6 zV^abe2$t!ii&}0P$e|LvwI&L7b?Jk+HwcpGpeFrjAjsfC!XQjwKhcO}Axt|pozE7S z17a++`(1NkgG!C|u19ZpWbM=WHb7=_0^-3;$nl8#NxuC612F|N0Q<}AVg`$d? zKr#=|4-eSazya>>kcR?=j7r3WhAxCbOhU%Y!Ul~=sz@#@_MiAXuOYiZQ1G|rbe|xS z!sM0SAwAeqm6>H<>$F-gecCStm55QZg2>kqN8PxKLccg<6{=J`Il*$8!DF*_LHQKk zVlny+%y)ScjK1w$p(mIR%gH2|`i&PeL1sra~i?IEIF8_``oK*7IbEz_bxKJ<}15w*}^gcfW&Fsr9mD-`O9VDs~4*kIa^(`Uv4o8jw^o#=R|Ay&&)Ur}C>zYqIKVl@&b5+)*u z$OSbPOqRKnq7HkSUgpKyR_!F_QWvLioaZQXD2SxicsUrzv?Uh5S?>n=pTe-6XXt)s ztG8`S8ft?k4L)W=7(1w1rBqlUgPM?SBe{tV6M>&!fquy~F6oi@=h|c6iXiGEr~AM?K#quYi>x5t#l85De?-weOC}u z%43?!yJ3*bpyD;!DGMtdkNpHekhS4jSo{8TJyZ68o&}QBo2vjL~MKhNIl>3q)yo5g(J=}(EeBr^4t zNmCSh0;MD^>8;nlD=lh+z;$Z_k1@gv#H zQcylFL!NB27LUOf@jN~MTf%X7v&AkyMj$O6?g3Y#V%52GoTVq^N=D}oU54o*XvOzS zOGrmNa1{HCbs1V2tLNxAkN&@_pTL#d&u5#zE7|lc68bxvi&ZW5mN$B0>NDrJ0E1Rw zJ_pT-5Z(Kxl@TB84W7`uIdNcpe*^Eu$K}lZ;{-VwhUk>rxChww{aM@Wus2?>iwN$T zu7R}1#MvYcd^u;=-zY8Sfx*63Fv|_9hS$~$jucCq@v>$XSA{5#6a`!Bzd|14sgpR* z7kQrUGJJyM2Mp83mcC@5iH6+>C!9iXmv=YEAc|~>oXO|~WE&QF|7`Z`$+>5~6w zbS;cok6|h8Ho;CG0>%;2*)SP1;kpm0&BE9CRxGGXrC9toY_r3N?JUH>Y3am6z`^8| z?!(^}0Y7cPX59>bz{*?(#5F97P(vHT6trJo>0dE^F!mGWt^RTPs!BL||2?7kJki=y zTBU5M^zf0YQ+bsh!l$jt=idUuWfT2C^%o|5Ruw$WS@c!%4NG zQG&1C6xGPgc1f0*QZSR#Y8*<#4=ygQ_iO;8DD+1lEcj@cywqoQt=rc2Ra^BN(C-3H zo6T(S#PZpq6dI(#@T^Lut*P_L@k%zMf1&e&kUZD1MOC4F+?hV<>14A{q`X=1ka!6; z%Y2IA3E?cpQ=*~_%YLF&5Yxyd^>VH65sJJ@o(Ox&!h-Oy<&v&6L$%7hh;uA=?W@=6 z3)$^+i@E*Bp}^%#*55BnTKM{aGP#|A)@0J2mhoWuXXLG)aYS++$IEn)zVNI;Vt14A8kC~+kI#{|a=gUnWtZl^_4jqpk=$w2I5&0f24CNExBT~?>!V-GF?4(tdcsnN6 z8BZ;gr}=K`VJ;l4Vw_JZxY{>SLWvQgB}7@$;PNGS^7)(EH&!oQNMZkeY;MQFmiXQf z=N}}$fINv8bt$p`;13Lq0vH-_+Tb6+)4xJP6#_>lW=3NYRsu$5==cxt4wxw7Z)C5Y zg4G+vx>1vpsj5ZF8VqweZj!gjrOHRQV@J25Ep$sCQAdt<+`gvGRC8j;D>|9qmg>G$ z97TIGDpa?XsY@f0=~y>dmaG%JOegDEg%oF1H~9}HQvWF2{kD*$mVdD7*X$O0%Bk-c z_se3!&lF96nL&)kO?!#)YkyQ3d1M=IT%3%{x)V3AEhfU`GJPTyRchjR>ioJbqdhPj zxqq-R!NDQnV4$HO{}QeLvN2I0P>InHQDh-U2p`piS2`$24Z9n313>zFh>R@PWf26E(I< z>IKw%uCpqT$RthLIl9K;aP#oTnwp8*oxJ`rGdE#ydNsXIC?Sr(n!-?N3qIOwXj zrR|?&Cw{h+fjF>?D#Tv;RSq8Fm#D?MrpIVVs2*7_A6?(%slx$QhWA;69w+k0BE=d> z+)ehwY+}CS@u}v+c-NQZIBSAN=^Ifi&|?XM_5O5@9Dm=8K$ zB{3Rz0N+{_5Qq+ z+OLHa>iV4azn!+F0N>GHnd3bVtt^9%7NUk2ApvT7wfoh7bx zxzgzBDE(;ZUd2M(dN^TqCGM)Fy3603SPyXjdYnyfo8w?doNfDfP;&hTjFwV532GOK zA$V(X7^v4ct|w1_33)&4AZ%t5LcqIW|1qlz65M!`U&iQ|#p9Zu#>kHE=L>ZTRTHL^ zsRMAccEh*O63ekC@fmbEe9e$>u?ALcXNqtzPWjGt>RESL&KJ%t9yH}?r9zd~4ea=* z%>$Y?)%SFnT0-OHU2;p)l^hT+H?TjZA8q+?4Uyk|&@^^7wCdBsR#u&a%x&h0tkPgF zRnuG8c{HEgkc)omE!lh2atCjo@?*WbYOYr7Eo##gO{^h(Rc82>Q{XXIPdHuCkIImG z%?U8g)Xs@_c~GAlij13MDA`k}BwTMfB{>e}87N%#_t9j>uaxIYKI~P&N zTE~yA(u-`CqfZ`WGp*g+Z#kG-YAvjGAZ*c!C5+$7u7q&(b~oU&>$Vzu{caadccrz| z1MO$`pAJ@6b0&3ie7oj6D*DxNm_sIpkORJYAerdET-l;|$`4O-fs=G=vY1x5>FW8W zKVahpxT|c75esS<@l>B}#k%xvr;c(Q%uyxz%rIb(5y(Tc9RV~c*J@5Q5t7tF<9$v_K;A;T1CQa=8IRDPRE!Poq};VEyh}Pc$Had4Kfl+bsa#LIl%a_ zNZb2$jU0DtM`sHiNip&_kKu;qam`a4Bnr}_hON_@=&DWe3$@FhR#$|=QO07?`~JbJ zwG1OAR20zO=kR%UC2SD+gRQn9TDpYmvqV@zBFh->Pz^!KSHT#4=h_w1zVDLL3Zaf# zWKN8Fr;d(xMhOZ^jq+q7&5lQwerEc?YeJWnJ358(+_)weUr{?wn>!9bf)EdN=gb{~ z{1TG5`+DBuCpVAVrD?20{YEhPowkOslNaI5So#At8!kl(>Dj6(C5ij_hK^I#QeA|s ztL0qxo~%wzstu-tT0rEZ+;ioCsleQa?bUL^KMKe|1^G6VX8r&i$fpHXku+`aPt?b{ z`uMvbi*N%+Y-WX0i>Em_9>%X`CN(6Pid~)@aqkuMvdHDK^_QBIzKu6Ng^fn6_P@{e zis^q6czx%=n}7^)?5D+=z=EN1NRk(ed0!2(ia{Nh_RvaZlzXn#j^*5>F>7%=jAoy2 zjFY`GapC_#o8widrdZ3mrvr#h)JxDzjZH=;aIj9`c3)HQO?Jtz2JxJeV6ZXzgbU0xgeK%?0l0$eNw;vF6LT-rJyW@ zhr+b%f%(es_cQ%F4#oFBV0Z(M;s(EX_-f4`Y|5(yY2}TMs>ns3Sx`%IjOiT4I+Ix3 z0_=w<$C;Fmt4o<&bF5#OkG`n*&6Zb3kQ=8^Z(p=&t!NFI;z=Bd6eMV+!i-}l?QtF* zotD=pPA*BjEN7Xo4)HfUA;=veycE1J<#b~AdXO!{RBnpNo@mPjJh1&`R zNwTpSp63XL|A6&s$}{Z9xy@@~dVbrbFv-^JQ2uJ-wUBKP)>#=fC=v`pfnbE&$VrdwoxAjneZ3j`LZD(+CT&5K8^ zcghZ)1uQHj8GK%QtCUE^C5 zXzIzyoTGAAbfaBIPI|{c1^>d2VH>dD--a-l|KkSWb-z#uJC&_~*Z*$T(qsJ-KTbrL z{a#ZuvtFA%oc{Ny&Bo@sV{(7_Gmrtr`gSB7*&S_$c8AXswtH>svoVmaCa-WWnBnLl92ooiu_ z5*gVJ0qIISRmuax*)kd!(#DW-&2Phl@Qz9@jB7Nc1M-hO_*XlpWyaj!6;ZcW9Ywh; zr+(E|G>U;SqCRL1l&u)pSH7;Ey2)7&PxBNf8ryTzx=EGp9#xSw`Ca4UREWYz5uMYHjqV}<-aIBs$LU*GHwnBO0teodOZUS8K`3_Nb_ z8L>uO3JrH#pnTlE*@BPBXV5Dqey2}M@GKb#syRr7%~)wZDwT{fsvl8+(=;In(Ju;s zho2#?N28wT2xyjmidAy2XgT3saX7jvmXA=DNU?M5&?G_JnB@Vg;P4VPD7`+LQVg3Q z(Ltw#aR*J_=|z^8^zX7AE{KpWCm1Q9vOD3z3~6i6%5&QgFfqGDp5-%gbxqQ1(yvRY z?Ab0);P#vJj*>-w5B>V$TOaX*6elWDYn4wwd`~jt{}XRAi8> z_Y8mz82%om`TzXd2Rg8`;J7h`t|U^l*Us){7MjK_QLoM(9O`)DPxrvHa^s7*vfk=V z+OmZG3hkjTXNmAOeal$O*xry-@d-w7BgjYH?e9?rdwL%aGlx4V9;Z+88=U8`@_VsNP)2d?H|?s|jJ;5WIrTVH(q zO1dz0aMiEDfs1{uSv42a-piZ72Q`!^VvBK22_R`}9Z>Uj*q{BlK8TG`emrY!ZO=@1 z@8&bf-x(}53JACVk16bbq*{ZclAy4N5QEHVf)bhY>-(;DX8$*JKUT~YiEX>;taWIU zY!pY9sJkrL61r5O7>bz#&de;V0tqkr8?`QpKVqV+ggFp9&8Zi<>ynS+!Ia3d7HTgs zDu4ZuKq#<{R{1@(jGejaF`GiR_A<*6vrpY9{9S@JP?gx8MSWE%WtZg$7GLeDX6C$v}Y_6O{UDNduAm0b#s15Y`Wvd-EYfMOkj$U^xoWF9HnfI8+0CDTKf1VI8NG&B?nW-@la+wfb) z8w5_4NHqXpJ0QMTfSAQ3dSuu%cvs*}MnZ5bmd%`tbmkWxrg!em65Q#U8MZZ(X8;Fm zZTKn3g(rF4+@e&UWDtaBK8F%Y0xJ?uB@!MU$p{|kE6BUOZHpG<`kj*gC~G^G=!{CV0dB1yKQR``nvF9{5e zNi}6S9w*L#m~Qh@J33>T0jISJ>ruZY1XeckE7K=lN5>;MZ4y{fTNd_EJe(|+{A!$; znLF0>asiA23#`a4L`nt%(KS(gD0mK~nOl~gWl@xG?IfUU@hHDpn;gU7%^`Bk20&A1 zijRZt8&2cS7c%>dQ0sTds{B_qM~MW`8?GtIv*zcd^F7h<~Z6a|BS+6R&_hXJSmE57rzrqnAi zTW0#Y*$}+P@-jK}g4uG{H;J3SG||XFs|`@;z&J$6rLwvh1>FW=!(g;e}f!Z>XKemOAR|Y&~YMNznEj zp02Cf8A+F@pH4WP*9%=7=Peq|yJ6nq^_0+6D0Z&i!y4qY@y4tO-Olo`dduXiA@o_L)3gspUQxljA?vndakbc(-8OnTt zZ737Vgadh$4iH;;`Qx{l)?&)|paWY)I_)Nw$K14@3gD*HB$(HHy!#TnCZ7=0MbV{2 z^7F$>;sCH5g<=3?xsrY_Y}s^$yJD1#u!40lM0BXWiLuf|l6E|$ROe`WZsr_1#v|gPh)utzi zO={4vrloy%(3aI4O7t4_h|6>95ak~tIROYt|q3psxn z(uhpA2XlpO9=F7+c=}A=FHaT};kPQa`X7-PNJ4M#a3mc}xz7N_B%1@S-HmPuYBZsD z?GN!XG^<)4~VRnvR9(w5pEq$^E%1z7iy3Auf*2strs)iGR zug?}bG69@9{_xmpl&Lj86NAE{FAi_SCjNl&l?WVE{VrUbK<)AY{}uX-k~)ffyXvvKw*YQq{uwK_#xJ>o zQ_HXg5|XI4p$AonB=(^m9KVF|A1%2J;?>=V44J@6`!o6zCv!=T%aB)d)vaLm4#C}I z`!PBM zTdb;zj|R$lDk1lPiMv?GTtoZPe8rp|qWV{KPk6luPg!Zqr*R7wFHV(i$pDgLfWlPK zeKfJ0{EhT0x(O#xBuocd>%_rY#i$^G5l0LGci8tQ{Ut(0^5DX@^GoH-!x^g(%FIgp z&wRy><*TncdyWUf;(E#9sN16~zoynZBscP*=lwN&W6|#SwPBNO%)UuXhz{j-xyiWy2Sn_n;&@Ou^dbE4VoHHfGGfR)FNfq+Vb z{5a#JhN!1-8$xFD1Cg~X`8EcBz(Tdor0-Ork6l0H?BEMegnmCFs`YhDAYD)23O8Z>g9qZj(x&)0kwy4F7l9(W^ zyOF&aq=Toqp-3m~d23t&;#bM5`3-LpY<5jVPubggKOVRBnxF1vBU5`d&hz?DrlBe4 z8h*gy&wgZ#x@S=rZ4B{mB-FsszLtdbk=|%iQ&<%iSkiWglwumGe0TfefasKhnJxtN zapsJ^G$9|m>kfvMF8fqlhqp-&^}V{VGKZ6Hv1pM}9uuz#y~{CYAi=VJ+k*)|&N{H8 z%@;5bSrKEtd3iQ&s6(!@bp3_E1=rPKgtSaaH0nqMF{XIIfV9w?CIEUaWerS$Z3hWf z1y)Etm@n1W!0u#6;TDBxLJxJ_gCfZx7tuU9a(<3RZYCom7`6mQHAhi^{)`K2$+d`W zyOfjxISa2%kLNZBlFY0!tnH=F;&np?B5Z7Jz&tUdxRvhr?VX%T=Qi!++b6%WJ9&wZ zV|NiKm11-f=$dvF9SLuNCe?IV)$|%vKFz7B@$rcb)J_J#3h!?x&pzS)AbH~s>hR(- zlkt&Jxz=dX`lK&9J)dw@EvsM&q%SupXFt>CU_sTu+Z9{+3cX4`&%%p3q3T`P)y>nK zcoWAT+&ziP`7KaAD5)F&5@ol(F2uv{6DT$}A8n|F%{aNuc#o6b++kmHT<%$3gti-1 z*|6F(y$Wkjd#VW#jY!aZ%I;~fVDd0%2{oyvtBsNUl?xvjw#`V`3dqs@^QzQQA}~{3+9@&2bcaeX^AFp(sk?sPe@$vY`Jh zW3*~|zHQ7i={Y%X7_-*5z9JB=Rz48RYVzK=(>1o`W zXB7DX-E+=1h~5)tn<-15M2o8az3#d5@#^O!P72nqmW~{p$s&A8pTV@FDh#v2vz&p4 z--Py_76qoJ2qMrB>|L1i@Sxi>iNm&_{S*bCTxpAo?aWiab~6B^Ul};Y1yRY9RSFIi ziKuV#$g@?@o)KiG@noyuU>A{ykCVt6*aVQ=nn*$y0+EJ#_`Fa#7*x2W<9)2FxDGCA zT?xZco!JP&G?XZgT?9bNhwT3GAKid6R^;+Vtk{j}U<~UGBwr<`;l#UFDYSoFRT#UZIS$j(!f;*t)72Uj{y*z@*o7dpq;(&_Qh1}Md| z9!hzt>2mXO)seEpXLg!g}Ei^F|Q0{hEsw}W7pwQ82WDQW|o`k8dc&g_x z)ZO~vQ??yR)N58NH1%(Gt8nb6^>(~fkJ=eq^Tc4VIH)5v+f}7BI%{@!&Sf8XZiMt8 z4EAbEK1Q~M+3v3=>r4 zZ!EJ#y(@Z=*Qq#Ljc*4%#lJnuOZ=u|4Z!KTyy#;%m86%XYqSAF=}C4Ohfw7wnsL^naafOXKs8_hb-F@* z^Dw(__8Vs5*`@@2dV`qy0DZ}9A?mc|mVFsd5nq`n6Af2 zt^d~NmjR@wX@R%3zeNX67KhzWAV)Z^#{kbiVDgP?m%brLHJ}qdBVFJ3B3vGk8h#mY zzIOT!;8MQg3JrJZKk#h6wKGJ#wLc279LDqOo-&pCy&jy*#AyIY3wlAL8vc32`rFIL zn(q7L9a-vPxj7cCXvW47q3$)qu3uD6o3F0jZ#&LkZO(l$V%Og%6u<6mfMP$g*4=nc zt+<2{JsbB@oF~g~TLN#t&fPD4JzBfYr)^!)RVVfoxf-nn2WmU^7#`AIPp7N8qcir_ zPi7(E_**+|=Q?}-fcX|RTz2=6(*^rp%mRaR{ryH`feh|Ltu%U~u*5N!wrMyFQdJe8 z)sPn(hk_ob!OrF1{LBMR=DplQB#t(<(oO|s*I9%g4BPKp{x89?W!aJrMLgRl(On;2 zd)<1``|pw6N96oFOGIc#63ZqaP?R|&u!^c)+WL3Ji=4MiAjq&I8otqKpS&Bu0m}cx z=D)rKyZTfR3Dy;L+4XqYa|a9NjQr0aILOxSZx|f>UjQpGa8wi$VisoMzc#QzSD=aZ z>_1Z!{|3QPuJR-O>k%LBoBY$v8qh~X&$E~AnqLHjQXh{PNuX3+WutzO)cl;3GHWr6 zDiMW4XV-EUQWvW4hIMC`Ynbl51^A+eY!8@Bhi@<)-kxb0_5@r6$gb&Y}lI{)jL^`@PDgP-P6eoC~`!xclh;&R4_@3J|vgf zr+5op_*)F8mm`{#q~#`40o4@cJEbE=Waw^-yPbaE;TC9Qu3ijMo9wW-$!bKUxVH!y zE5?}f?ekd6Xgg~59|=l}Nr_fD+_BH2$eMgLd|Lf6TQx`mD`p2kQ(?;IGX$BP{v5MT z#?VgrUZPZ$-ph0Jdz_L&+L?SgS@QSC>)V-!JMZ`M&=czQB<$K{hr`$};vC8>$bzspOF*g7+~uoW zw>U6x-G?aqrg$8~k!D)nz~nTk*qMf2z8-VEQCxhhxx?6T+d20Y@(}Cs+`ymGi-J15 zdYlyau#~rs`Z;Oa=pKb**5GkZD}#EBz#%gGQZn3FEQFo*q%GVygGAI}t13_~`qz|* z((Qu3_Oh_uLJQ$wJx+kKjgxfb#(ELc)c{@RxFwYAx@UY`p~fIZM&qE`rdKDy<#62= zr2JY$MDpJ@payvl|ILj3yZuvb3I4YYL{w1zuJ7a%U)Aq`tcRKZm0=8Oh@}7(IqB9n z4?+>?`kg6#_)LvdfRsxRwJ*G*y1+A`_Z7tJR`B~^S~a?%ao*m7W}UM^cck$Q)RlZ}AOMRE-3t055axX5sA>FqIFhlV;o`*I5{{7p zjFeafuUjVU^%8E+J}*zjUOX6la@(1w!73Dl>qnJCd&M29E5`v&b3`x)!|qUIwZOUU zq{7JRrc64mPee*snBrvkvp*6%-zIG(|mVn54fr%|eP~l7T>Im{c z(-amR>SPkjn-#j&iyRQ6$AKv(Zu8FukBO7DEA29eluyRg{;HoWQ@=vs7B3fS; z1Xc#b&gg_1tPDd= z4mQxG)N(%3PYmxknwGZJzJv!P#*-d+XNUlwHYCi4D7$fqhi{?UGJLYf>LU8NXp}2- z+q9Yw@a~~rLi(>4m=~(%EWS@_(HprKpmNh{r@AKB&>wtJ3MNAvn-buTn;2Y>%P<{r zE?;mRE*9uNZgV~GG2NzAa$OCCOTib4T&U5${p8$~?+J4NrJP^1kR=M>eM`U7akhB- zo$u9zr~R}IcL(4xMkH2kgNIfVT{I5f+G)6>^Vaf;ou`4YL9ZuaS7%PUT5{SBXFDp( zWeGsni*iA%RN={;E5w@447bz<`7<>W+&p!O9kK?>&E*q{VuS+zfT2yBFiU%-4T)r8 z14agwi%;T=889tygALn}W@GA;0lUX+&*n3cT5C&v%Ez~v&?2cSNv)6+smZ;4b!+fW zo-`EFI5m*~>pQfpU8pvB<|T{vcUcSBvXz7kEh18Ja+4a9g;Gm!if{IVr@1UFZ+bqU zr9>IWKVZsN05_To*hjch5K#^SY#ks6(CK--avCg-ArzlBn-fGZEcltLLS)>CPT)Ie7m2s)5W{+nDzx5M zW-cbky_DkT&B$pRRQ90IL;!FA$wV1;aa0>gi@S{uDrkBT4QDgo3=-y zAMnX3fkpXHB!2RM*-^Xj>ks{zq0Whvy^eN{oIzloVz*9UL^v_(dUOH5%@{M;^6XzQ zCFYXcNd8%Ey&vaiX!SjP3`!ldveZnQR-n%U#P@HE-8KLb%@sLyx^0#Xos3!T8rZ%|nAkzGwcB$S%c42~SnQG*sH}O4i3r1Dv^PN;~2X ztR4bvic}@~cDK}INNyN?EqXhPpY;P$RT`{T~weozTm?n&kM106x~}E zCht%tx_(NB7DkpOXYU2y2Eb*U-qRlSd$l~6LX2a;1D5e@MhDU8Vg0W@i__7|KsSF! znSufz><`=E@QI~khiHt=?Ye+c=KD0ZA(UwcTfr>Js_VZRUExeDr5Wufg_9VtiFzj& z+o&7I^LwBykX|RdSClBzaHuk-v{osR+Lke@W!+EQZmdCLS9w?3sX(EF7*rHk@h$76=0Ma-j9oO1oe+&x;-Pd+zAsZ1t z;gh%Mo^s`%jo!143F3{v0-c6);QVCsqx6&F&`;pZ?nmq`hfYCn~* zryKu%zEaIgEJ`b{T2k%r^Xlq1`2+S%W4*6jub8Pam_3syqsRmUNZwBb;G~f{fjG5Dqb?1}NE`vO}%Ph-*zFbVk37>Dd?z=1$wA`*5yG7;XOtzXgB3l+wKr6?}RSECqk>&iC}@j|napDLL7VjU=tqrqxN& z7Jy#yJaYLU6FqC{iWEY)rYj&$_f32eL70LPWMo{Ygy0cTc}B_H4(+I;6=IsxQ2v6L zWnvoil>@%h3i6`hb(aTXvD}*h{wZn;Wl6&9x3PX>c^`8h5s5tBF4k_Lj#5?#kr1<~ zsl{7gB*ir&r=vRCqy<`+QV7!;%Wt!C!@S}~({HxZ8CHVa7kOwP*_ZN@>PjSM19hU_ zJrjDcfw$oqIO>CfKUVbdj`B<^GtF1j=*dE2T;$4WHrJb>e8>szP%RL$D-g6k$6}JS z4SC%6S{`CMUd`01R2iBipI)wsY1y6ueVA%5t5J;6Q-Z51Vc!g(MS zX$|i*shOeTp)q2x_4&2yj&47jh0e!GComfcg^nO0|=dF8BFBg;|a`3MM9Ff8-^1Dc{ODpc%2a zxM6m(SoUU)35Md^g54uQ$;kWAprGYsd&aHb2ul7(F^Sl_d?O3q1>wwq7X1aF<6Vp? zo-9jjyU!K73wg5r+wWD#;8GjjjK)ueEiK$TItBxti|y(_)v}#ZgK^BcMU|ylzkZBw z5KOY>zkaTd3WL4H9(}}8X7%QK+0W{{UBlj#FFD3|{h}|yo0V}N6bp~PG4+Hu8wcXw z>2Jh0{x;7jVMTt}Deq5Vx`!9Na{2>i{OjXq=>fwZu(O`?pBMX}`L@dHlSz3tV>auJ z++ZJTSq@dWex9BK(=sRNDh5slQyft!(f}MM7QDJ^+5@L?6t>$nVj!A^t0*zBj#1Nv zU7|i)*_NJJIuINH#a$`UZ_e2sdX7;CT^}@eCKe5joy`Kptcu~7D25JQ4_23PkK;xo zPp7Q_-ysq@CziP&EK8%+rx)1cT>+h+S3_+>O3ZA$s$DcK-D=UVZ#++i+|^RYS5~G6 z4uHs*tJy#Jg--GQNrDXn5vLQ%jK%$+d62=&c)d~>qDUjdHNPd6oSxzP0WOqwJCZ{g zR4hF79@DTs)#TSRm9qNlVg@^vLo^l9Wo^~+*v7ON;39lD)>yeXPPbLPpiClt%q-S{ zPutf>dAy8fy8ZzbOUA-h)@4gmh!UNY>YpKk^YJFPENk=yx5`cGd^GaoqckPW5WTAB zhz;c$aVM;ia&vK{HhjCTjh5=;m96VE&A~#?EY1V#du6Ob*D%GV8S4=9*Q_5R;YlqW zt-lw^N;;T8>)slMywT3%JF$+>hx^X_)?aF-u!4AD*w;>zSHUWH2=-8hIMl`u0!^8? zAedx+enYE|DY-(c1Jm(uZ8mXorrQj(NtkvjORLGh^w*v^QCY6{M|tIZ4b7DaVGyCj zLE8Ri3wVU-2=mF^*xohp3LKVnsy9 z(AX(&lHFp?!(^u)r&9*ItAnSI(!>xI&>3#t&5AT6nnDvQe?ztxZW#Y%B9@uI|5x(UNOO25F?o%>gM{?IgYkj?D;8mW;olb@_f(IG;ke zhnX7BGc_(F%M{0|&CIFMLq6F?3UJOnMSmGwdzUCTQh9p!Vk&D!R~c|)+!~xs)1g~o zK2ZA=oeIs9)%y$G&?FS#2nmEG<5|b^#Cncl1jv59k|=j0)HLg+i7C_u<80}(7pG{z zaMbN3I4*mDXv@|(fo?a0D<2-ya>=t0ftvockRbf~&|z6cP1f9_g4f2f%+6eytU|`U zV|^g-7mD*AuzwU@%w(2aa;PoW%XPwQhKpT;12@{H zg@WoZ?gY0rBedCG^<(0u^6UuR*d#1fVD_Y(L&Y{^S=^lkT|J`3E`~ z{7iv~wy>x|W-Hbk92f9UQrFn)sIVRDFI3}Bz*jcbf&;<{fu~c3>Z$C(5!cZ|TD>)f zHOvc?az}{4d+UgD`#`fZ+sl zSGt%)6Dh0l#uEt@lPYigO(Aw*71t5TlZo|xGSjNtd;&6@HyRQmat;q4YsrGV*_l|k zIEBVywv3U%nZxETFa#TsH~}*>GhH=t+d$UNF!^N~q6|ip+e)(+`kHpiATB5&G0?1vX2h9#Roi?);VfUoXIfns8BOy?X)C}Oz%fFT zMJpPZ0)ePDlTwxJpl)0bfvU>lw)!3K6Tzl#7bS0R6k5GbUdeGCF{3z@qq9jt9GG_E z!LU6Z4i=&%7hW2oi9XC#9}%^i?UlUEWMo5^Azh(#>Sv(r>s6D{XimPWLeh!3PVjv% z0T@bIQ~zKm771xa^sp#wFSIV_P%Lvo{8&|ocJ<7TC7Z!FZOo~pa?i|Y{WRb?Vu{1h zy6z9;ok&;wIs^`7N;5IeYjq=T_$UI=Q90@`VAL^ItNZ{^FAcu#BY#71R2<2s{3h_L zg-}uD&l5FZ!|pC5Fn(Xrl!7jx{5;FF1Z_j4=R-&kF{v+o!45}bgRKB%pe<*2UGg## zP8TzqJ{GILlU2=K#gMj!1)rSQm_wN$-V?YmFSl$3i?(bO2|xEF&=-vkjI}YCn(;D~ zQP&aHSX1b5k}Oc}<)FU2hnMfTMmW(OM4V8V#7{N3L|Y$dWZ6$?vs4)LL?9(H1=O3l zCf0IC%9M=V#0btfq%uTK@`MC{JWlPB7&=1qM?A}ORR-{Op5=%SdGEn&0V!ZDJCaHZ zb%CWwY%Y__87PV$;0i=jAP1lYW^I*bM3Rs^k?_rac=>o4-WnYV)GTW*JR z>oWLad(XK#_is~gYkF7kF)pUd(d$Cb@N#z|Ee0Y+p`BceRh0zfL(;dN_M|}_^12$N zuxYdz_Sq>k29w5%LB{!LDdZ?iv#3v6EZWez7_B+AjTEx6jDw6v90^k+0Yca%Zg$1n zG!6Tgzw4SKpbW8Y`jWMrjnr-@%KM-QCY^)sLfP6sRqeVnU&R7v?0n((ft3W-2=>E-9&^QvpwO%6%CKgu&~Q zxf1uKDB}#^n`}$Z85Obl#$yZ@!^8%OjaOOPI3FeV1C}!5^Ro4E;E1<-wdP5aDyMN~ zc*H1rICR&k>UnQgC_!&f!c#PIHI$EbWD4h#8agU<4OIcrA~lzr2@5#ybGXkHkORt% zb)V!*xVqbp-1W2MkPgiXLFvdNF59F!2auDVyt%2YjBDr;QI*Xw`o6sOmP&x~!xH8E z4;Uhsl1kI9(oHybT&FmA=FEDtEiS*Uew*tF$RH)$MQ;Ik?>-Jd(TCe^qS#MfaA#gT z5qQL4ZCY@5m;X?ttc7mH(XO$C>IkNY#d}J@`~$|^WSf3`l^k#i+vYmI17(XeonK?Y z7muGdY(Zq<6Mdn#zI37JUa$3<_A7|GHgZwemI5B(!R-QmRdG?90ebYqgctlso##zT zY5uKvSI_<>T#SeT4ivPn)Aak<=DOX=;JW=gEYK$Qt^b0j&UpWLVaY69{U)Za=?1#| z8h`eRQ_l$={hH>g-*0fON=Wh=Kd?K0{6CIpWdv`s-Dicdm?*YSR8h zI(<5${vh!Bk%|*vc}0(p%mPQ5qevwSaF~o@2Oi}O9s@=PzB(Y?IolI8B~*S6klj>* zR6ECBST&Fcd6V2mEh|UAXF5|W8?xz=_dvl`RtzHX;&4;2rE4(C{EYuT%y{%U&AcC! zB4w9xZ!9Z2fJ4I~3?*RP^#u6#CeFmH1<%*^9WeEVO@z&;udO$v;z?eiKUfM?0N+(0 zhLFLhT;brHXqt45p(82asILC?OI%ns&&P#Td*w-e5Q74PqKql@C2SaxwCo25tvU_8w8^z&Kd@;|KVt8(kP+AbEq#4<%670G$!r-esO-$CY$0xL*w4I zpBs(mluuTu+;wwn*rIR01{@?_rndKm4G&gxu1-{1iY-?m?{qT&^0z{DkfQ0#RP#$5 z@U4HehAiO3zymAuA;j6{3cI(S33iYft}MJ+B}y_c^pW~t0p#+){7H|3_Ip+nrY>nv z5sL>sXDr(^VE$FI&6 zdmUmgFR&fY)l=Sf0A3W{e=p)gl0@F1|~IOk&9^9SjqNwQ1EY$7^({eLUAB6ey)0>LgQ?qYSLwV3tR=a^02)j>0doKH<_0;BFEFaf7S zLmn7K^)xK~rk!ZtnptKoyNfUQIEFaEhgl^Tc0rvt`X;ZaiJe8Sd(WGoQ7P2-wc5~= zMgCPA5F3rZ3&1PpkriE{!>kxA{iwYdKLUnC`FwyWDBxVsQrlXj$bLderQ;aV*HvP6 zHf=s7Br*$hK?BQ_f=&FcD3}M9?bi$31(VEB$wJ9p4eVSP##> z?$NT>py#^Gpa^HWSF+#CK$_Z$s5J@EytAx`9oeAc zwUZD$$W`cXDX|_g3+R^y@c+v$$m{!gAIo3HLx0{qDBb9P9&YuoxXyp)z>SC6{9p61 z{*At3;b8w?Jgk31viSL#{(pH`Y#hx0!NX!!ZZLu~xF<6u6)g0NeV5PxY|nE#oD^|u)O-?8t1varU31OJ}= zZ*98d-Xn8&Rmv>65?68BTMiPrq?NVrkR#1Tdf%AD_I_q`Zx7s?PF8))(ZH+e^usQ? zwY!uf18puPKzV|D_ebQGf@wpE857T6j4W+l4d2X&Tw5L4=$)pkiYE7P?$VJ75a8|R zQ->^^=NG^Lvtf^j7Slpjl-!Fg7n3mABR;OJJnAs1{li6J_C$Hd^-Osw^~2%vuXDl8 z?Pq09W#XGjeD8pGkCn7ij`s|+kVj3)tV!JxX6NdBqm@*5BOWzN2{=uaoL`bzWrr(w zwY%>lO2S}ub~{I@W@(fz?Jg;z+>VIIJi%J|+-qge!<)A^J`m+!hWqFCBxkSVzn%1T zyRq1R`ikLAO1Azv>)R%Kb9%3jalsUdS*MvE2R*7_5iZvy1)vM_XhwcZD<^o z($K3;*~4c3TP^+f;=la}(v|-s#@mk=EGnncrKw!txhCAX_J9x zW667E7d{TmK(L3NUnnIF**jpggPNe@XeoD$YB^5bT8nV3dk{VmS;y1F?=^1;0M+ps zV<)XoS}HVo8JPq?d(tDxQW}s(x4j7@wz}%QyO*c5-3Yx6PZ(|u=40%z-Uy=0#dDsD z*~zLLfmvVPIsdK`qS+wF0BfqIy~qk0VqTnO-lqn@+z%V~D1Lu!hJLcAJp*G6vJ_ud zE(6HBM-2;fU9hDMqUAYsh}SFpaL>E1_-5gK^rHNUkT_6HMiRJ6upVUAgbb=#vW=!b ztDLKPr%+byY{r+UzEa=rzM);TRNV!w>x#9u0U3KOmXXdIk!GB9g}e@)`^z}V9%F7v zx*5YY2YGF}DCOl;d`HJJr+b*Zhxd$mKf}^=954NT4GSPRqTkLB!E*#RE?o52iQ8f76TeXkvO+GB%wW}nBFt;zK zI@_eOzEWY5EypA(|05aOABG~)kR2Q7eGT&o9v(FO`@8)mIDw&}L8JdeT7W_NS6o2GDk`Sx zo(vMU5VLW(CFM6X_RnFe1%?#u>|T*Gvx}R$2LJ2%2U$10hrkmzx|jBNc%$UBKaKjQ zeCSS28@Kpkp31%;Lpm0ZdTD;k_e9#PxZKIz%=MsHu@7VRb)!NPS@(2q+*WoiRRr0-EF%8S$QbYvK?o0Em z!vak!dNmyuY2l!4->-E!o1u!|tKF=hi-poUo~#~AH$>2P%VP~rnv3q^Kdpt9B$cRQ zRGn0x)y75~EA8hq>K3L&_wyx;hfH{t+QaFSzGKf@ zHLW$I+oKgeEg29LxnCTY)0;n&>Wf!?t3NqxdD)xF<8C1%5usghhkxc3n%CgR>UB7H zW@4>Tl@=VXy6S9Hn$1BU*dsA9~q#ouA%yy`=XFUJ$kQa~s6{RneJPvN)d{?Tdz z!d9Qqv=D4LF8A+6L7jmO$Ym$@kc##D7iRMzR?C2hX{*`@teDk>59N2VVKxgg7(2j) zLwBBg+hcT9{h^~@VP7);qF{w3I>bfi0qWFGZ8X&h02O*|t#16S1dkw$Oa9(xjd~Aw zaho%jPndZ;(dS#a9wb1-d`Gr1S6zOSjh_zp!^M;D;tcv%T`$jHG z;x45d?p`%}=IpD2se?}|o~EMTB1;$@g*5gY4Qqa7LWPx^azJwU>KCoC`j4zKu`l@Y zq9yaC#vjEDN)t0TTIvX-FsXjwVyVPC@#DIUSZ}%XGM? z;t=xwT(Xta_Tbf8*EzaMXlzLaZ(KLAdmgA=k#9dwyTZ+c6V$rJ^FER1^CWg*_slyf z|8RMdP)J9D^XAK7uH_E$AqJEbOr?S~=y>xExKe-6hyh77TA$2iDL! z_vEhqNP7*LR+uTbK{yFKC8W*f%>5A1G$SPD_rO9A8U^Ac8=3G0?d9oj{i@#$QkGO^ zh@v~WHdF1-|IzBwV;3SG`^^z)seynwjGBcH_%*@Qp%*@Qp z%3dXOgn}GOHkBE_f-$i6$uVIRID%J$PxUlMihef+XLkgC zu|FyK8M;h_9H4(Ea5a!>%!QkHTHyyO&zT_VyDV3S!>K*njHnT#d4^19lzgh7Iyz!s z>xu<6dS#%-w%np_+!sNM4#`4JCkw;Dg{@7x&VCx8kxw8!n7-I(C>xa{G}4sM`DSfr?89w!0iE;*;PN^Bj}bKaw(+t0^ZS3gRLr}VAZw^W zq&i}&PO0rfVOqbd`nZcyE>CqpQQb(^#&Xf?7#k*0xK?&-J3&ijQ{&#`N~K*PJSdFJ zZApOqNPV7dUQUd(`ZIAYBxQ2HvX1>+MHCcN*J1 zsY#Ga?%90g$i1I=w}x|Oz9ejJDy(u-+JJ#E(w56sxy+|J_tyqcrpuJTpB53DsDus& zGlw#=Aj?IvcleZ~+|OO+kN>(4YSx2WnT2eKW`DstMoz*q6YML#k8HTj?Lg*TAUwPc zPgxqKqZFj-Xt2U&UBXU(^m;QG`p)94l-zZ(9D9_M*Rn;-=I7N00iuNYH9!hlXwAP=BXnor`wjo(A{@ZFhWg8Vl*oSk5CZcpwSB3A`)@)^G>eC-Elu=q?2gJ&x4-E zdcoc(2liiZb>(0vcECUWZFB~TWa;a|(Q%=$-9yf?zJ790e(@NAzMO@DzBD8MO*HbK z79W0JM8+>3W6jL9Z_f_Hf2dUb1eY-DZE0&mzE`Ds{a(9;^0Zax)SnK;=Y&w5hXluy zNRX7~tiRtmN(PpkqvVv|s4y>=#5p;`kDn*?27f5RaPcD; z9g$Ky^<=@=Fv|4a+O?azfrkgN@DAXfIve)P-S1A8L7(RrgUgayxs3y6X`C>0_#n3~ zb%3#i&1RvK&lR;NwFkZnDQ|VJ(t~KOTlrR;Nz=ENzfV9Ejvh3lf-^k~oG7-XQ7d5> zv(BmyqOPQ2gF zH=aj`4h5>l+r^Sm(It4=o|EebgL}Vqj5-#r8JXuhMvl}6 zNz5bO&)6`?n_#N5${u>uE|6uK&dMP$3BCTNo$#au)`G7Sv$=0l?m*h_Lo|ZFcf}dw z1#9_i!-f*)*7SuWi3jFNii#jDrTc!Nm~M@A#U`)aHG4R?n*_NDtt4NjPiUN`--VcO zv>`yGRgyR67wUF?^}vY}J1SO`E^_)klmv z(N4(vk)Gl#7HkYdQWKb@63;v7K=1~LkZQUL(9n!A*i5WSVJ<+BGe9yQv zdqN2Vbhu*2wDLpQU3_$IWf!F(l+l=fCx#%!(qK{vHfH5x*C;JC=E1}8H28@7^&fz& z9Mzbf^6-~beFNfEe^9|F;HLW`F^FHgPC|$X#2{$`tJ6VQJrUj#K%4LH(VxUVg4T*G z!ytVb879~esdwpClml9V6{d zBCt-s;(hUOQ82r>03$peY^P3Fwd?$WY$U|=!woMLqMmn%_n4nHUCpaXeHjo{HqaV`;V z*xwq#IB^`UkbJT+Nq6v+zYreltiFO8$_FcY&o>XX^Gji45HI~iZbn=^-#CZFF%n-T z-T^0$Wk14mo{RYxRtQuB{H{JRZ9KNPAT1$kvMl)4wF`8N#1rlCNd!!Mn!^ZzR6lA3 zq*B9oUsRbf#5hDrUO0CtC{Pvy-$ADe)>3XuT+ z_ZXhd5a;epC*A9sMMCb_Hyu%ixP|B2LwBL3d8}E6HJ0AVvO5fjeE%iIlpj%A7>Z7i z{sNfL>Sn1N#yuwy#mRIV48vSq-BbVC82e{Y$lF!t|M0Ile4=?wx^^|V){-Lg)Q0bM zr_;9-xaJ)Gtg17cq|ouIy^NerL6mQ{FN%>4m#T>Gf7t$4JpWBL`Hwn>zu6=X(m(bC z|Dy>0Uk!rq1Oop^5C1{WzfL7HPhS3|2wNCGo2s8QFz~zsDo961_b=?r2kwX5Df^vlF=^*sGb>yoPS>*5I+M5Q7Bg_BunjXCA*?!u-lz} zI=Q8y1_1Arp@*WzK7kG2PK|sXQFaD0wsr}eM`i#`z#Pa1p>uI zeH(#O${aMrFlZRmq`3tLD(<6H^i5xOx32`QAkt0nRQ)i@@RKG00u4Ry$#sTg08{nE zY&S%a+RQONEI2jU`F>5>c&UA2oo$SEw*xVjPn7bAQW@?`u^Qpl_DoQ12VLxcAgkXa2Yvx%jQg@t^X3v z_B-Px%o(-}AWqW7uP#+f$7f$JTdlPq$2Y?s#G&<=ZfJjq0!a_DDh?M#iEOwNz2sMZ zp-hGA!dNminJT{~L1lfhHU4+qf($BCj0DQNFJ{epn2Jy6y(@t}BkEbTm8I0Z`Gc;nnf@xJ~! zfC>ZBd0(0J-j`&JpsI=j2kQ5z=eBzLIq*T*_!KRo6tfFc2q4Ty0Eo;T9s;p<7iRQsF1cz)c+ zxzXEpY~ah{t9+%RgaDd)pLh24QOdlols-il^0dV(;!bw(vg0Cso5hnPvWRAmeOrP+ zhi~Ww=N0=PerwDJvXL~*ad+0u-CL~LQM-H96cC2waGGSHtcTtC0Rz&Zq{IP2!2W~5 zF0%*LBh!RV2Ct`tZS|eJ|Bsi%ZR!ReAr2(Q-ffa0Dk|r-2K&pB6!+(VD}n^X=#Fo9 zxFoCAj>T5f%k{u#d`|^#Wrv!90gOE0m9iD~#P2#W$I0&l*Q?HBM>kVY?$8L!lwL`Z z2}T|Heo)$3!ad>skYEB*t6gpd6kOB4W4j!;F_&%W%gy=cU`}A7d;t>`v$)@_(-@Pl z1qh%-A*4`)pEBmcjNF0=%|?_SN$l^8u+y%{Q*Ew;Rsb1Eccz^hdHP~l3ktKF+Xch ze7B=^<}YHrLoG-KYES|6?_bV98c}I3#Edm=7Sq3@@&;IhG0+jZo#44wKm>7vq%u+B zZn5Owl1FIjXD&h_qX2Em6H$UHk;k@kWL+k=a^TrZ)JJViy!NHPFmZ6K?sk3YV6`K( zxTS#P-4y0X0#h-9228><3e#B|7pIu#;VC2wsMx_R7^Vi?cY}w36|kb@c76ht1G*Kv z;gC3@aQv<0itP~7A7p_o$MS$;O3kpH>@)a`wegxKy`ed)S8foZlE13U-|AMOVC&8o zr$`y#HcWjOY4OH#&d7p#zC98lATEN9X1}D;(sRhN?4F9100=Aka{;-ao~Xnk%6@1D z^_tbJ6P7b;wi&8AP|QJKBEAlxb-@r>@Tg8_f@DjPbD>45=9SDZy2h<`wF&Z7iyAL* z-4OsyO}>C5ir#~!B+TXI!&-B@2*rEfZmxWGht z5};ynS)^07p;?rn6@ z#Lz|dYGH4-mK+&#xUruY^P+{-6`DsRYpMb{8lYd^6xWlTULUf(Zim@1qdjy0%fLBA zCalv%LO@eP$F=q>)G9_d=6RE=={MqbpJ>`=0RMlD%>Kpd{@)_AU$Ei7kl8QP@V`T5 zIsZRGX5kRB|FLBL4<0_@dP)9k81-+Ef4k1k_`gt8j=#Y0zYWK~q0AgifBW)ZfXx39 zJuXmPv&3OU^xCRQKJq=l+5j8#U&4@(%=Qc7i|4DCOfTesW2G$c(YL7ATDvd}qYO@{ z$IjqA8aI#d-&SYUKi9`^%CgnZ?$A@?|0)8MLZG9_8Sz_GqY$s|s^Zh>e)>i5@rZzS zn;2Yl%AwNtgCo_?1;jWtA-QVdF;{Dd-f$JaXYLV|zLL@CBb?bsf9dY*-~hVXVpTPk zaoV~~3d|r9%oVm`L!9uY5Ol126GfM0tq3ytDei3o0OccQREz7V`7fzk7!^3!GL z%Hhq<(P!tha!@9;7DwK)1!d$l=0I+>pdWLuJ4loK!u#!rhX${3wDW_By6=6mT!kX$ zJV6BtkjY|+ufj9qT;=Lf+ZNb#1h5wMZ)?zaU=XxD<5A)7dvO6&)?7FS=B&9xTAhAbYpr$Z@H+I$am{FZM4|kcg*pvCjFhWC7pW{J zF&>a>ZqKawhWlE|!%s?|SY%gIJr#pdxF5q^nl9-^D$ks95YJN(Py1@oqGZFzbtW51 z57AOJJw0QRCuV+a_S{==dtB5KD#Z)OaxReQHpUQWiVXqi+z87VRpnN-Wm)|Qj`)q- z=v2;b8Yrf{y$!~-6ZuVgr1fOtias45G>%3uzhZYl5_;EYAgAT*W*&j_@uQ@~RP45^ zb!F$9K;%hMu~A*rYrt=N3f?u-lN1X&A)K`F2q`j0oJI3s5@q-#9GyegLzP9icOa~z z3Y@?5)zQhp#K7j?XYSu=`gi8CF|q#pi~p0en~mkm&`QF@!pz)>fSHZ+{{kt1g@Kvj zi)ipqRsbWz{~ukl?16*+6D9d8)1QdA;!Q!e-*^POtStS{Eru>e>jHxEC2Z? zG2oryZAL!o{p(#$oW1}6mm`F5@)t10;a^|&A3ynz=iqttuATO@cNmV}JUlZReVDnh zwY1>ZkP62-6MNBiE-|{etl&MXf}A?zXEc#%^7Z8~GZNWpy!2*I$wT7Z+TEEh)N@MW zDcf5PEE@E@78e{1+z-}l@!6^;hqAO>s=5wE4ve(a7HEH^LBAPE>$0`)WX&D^Z(+y; zr^Fb@r8)1b`2s+S7>PIuz5)jTNW}lQcm8)T0ME{-Ro8boT6~_dmOZQenqSsjUVqrC z0-hO|qB0$9v=L~?K%1nosvG`4v|_<*wP>@cYrfz#TwnOaEy3c}hsWYjEA4dA_I;^y zwC`@l#wN}zBho&T;Q!D9fJ|%RWQcgqD>K2%d4P`{_L3BT$I@nM>Tu(pd4^xGA4wny zMaV4m2Mz_T3)X}gubFo3B-2dC`gV@S(tpt=kmIUfqdQfxL<-XQrR)`SOUF*C`zT{k zLKHT1a&2gtpt_GHY)z8bOkSx!jn_gBbBAF#_V$0#5CCOc*F3~v_N~z2o#bPbwvMgk zrhe@BWu-$*-rRuOzM5~z@-}d6c*z9UDmqwRGiyFx&DkRW?MYZqMP_9;T;u(oOn$sM z|GhAab82IP>6664)Fu$@#qge_8c)Ztm>EgEdq*=TpCEOfg_`4ceoKIDJV>{Ppy`%76 z$X3>6Hc6E?aVVTFN3zC?;~}1%!x5dly z_8tTI!fCyY50AJn!YNbfO94%kRo!1P&>z#Vc+9EDo~CB<&@hJUWMuGQk4o!cZ3H>( z;n9)QP6odQHqV(_Pu94>K2C94D%dh(J9LGF9%Oo`E6ApaJ1AY>UE*eNJG%Qgx=S?m z#@h~6m!6zOFVzoNm0U$iSJ7p0JF8q;IJ&SL;qf0~_o_D-tdSRG6JJ)h=EhzHmFO~W zSmY1uD94mjpA)J&>k=afMaf2Z{k-`3{2+T=SxU>gUx54-DDnXkn`{ELoCtUmx3REp z98p>!qc0%FQjxY95som8rO?9Yyi8w!fR+pOgJhHn+cLe?>Q(zu&Mp5*+Z6o$NBX5z z0n_9Y@68#7hl4!;K-!O<@cr*)1K@NBpFSk_^&9}anQJq5b&LE;UIhKJB69v7`rtZy z)M^^mG5SVnQz~``j`8%IIT$|Z%EaBzq6^?m<$Za}M^FC9NkUeB3B zR=J_ySzs?&2R*K24Wg zuEaHl!&NiubV*-(yDZ%@-m<;Ri0kTUTxjM@0gqSR% zpSwoK-O1rT2b1RNG23mYDH97x!2CL|X=xmV2AgS50r2aBYoTfOsTjD_!BKDuT>(1i zXxsl9CLnwHGHS|)7385V`0Ju9;3@GD7dBqU_%!$>jx$kie&qFo%a=UH*5NA|b{Omc zarut-^Ec={zfF<#oXYU#_xGd6(d+)PICT7C7S5f<3EP9{7#|03$0Y%c24GhqME@Uroa?CGO__55#iaYUmB z5e|%bWgH2)OdFogL}Otrfe-rtZ8Xa2z~;C~d-84o5D`cHnG66wnikeD!$(0p>1<|_ zu;qvA>M8ELYyo)1*J^U%dq{qju0TuC$0mJ$Hxs<)%en$&CMcl>W=r`JfPNU?$RHH(om2h^X;gvAhWD zu{Xa!du4Aaf!3+Fq^z>yM6c4R_xC@)91h&4;OxlNKcRqTZ(%rW&T;bRVl2(Emr=n6 zgq(8*Yp@*K(o%OxG(uB+r(;yR_wz(;UfA`b%FHO8v5EK(Z#Qht6nWEd(U&b@$=I{) zC7th{IIrbZOjrEG{Ves-DGwfd2#xKno5^2l;z^a#J5}}XukVY~dmd?0=T|7I;8iC^ zW>HsDTUS|GT(_2`Wp7J*>{utScLM(!oB!s&Fxr1}@axcDVOEwe0^OHz2{0HC800^N zJHD_lU@!m*DmWq%G8zFP5d*6NIxz_;BNLkd%XelwU%`JP(*S`1e~HkE$mVAg@Ph_a zS3INPRUHvGSUnSnCYH)HfymEYyYuduV3ixkDgm;&_;IOm_F^Ba>HJ>Yq<4a*&ukD1 z3asx14NTQ0fuuC?2UPn{S@bm<5M@fkq@x`8Qz=Ecf2hx`e?UM{rnmU32wyZ>X6%+k z=k5kznven-)orkUjDCL7tt=h=TH~?N<^(0Q#(vL(B$HV^Dy)S(niH2=Ibo~Rv%JW? zCq2sS(Dt^UCXAg_df_St)A)eEO+XJ}l~mHz%;Q|3NFu?`XnPFr=oZBpfsQr&@e6X( z&%y=IwxFqt7%W=gL|JPFpJ=WfMXVr}$kk7`pqoT(`((b2YT$03;S7Y-!~v3ENhjWh z-9{k)h1%IMQgze$N92qC_sMC(~@RCYym><*UIBq!^8=GA(t`;B1ik zq3kKI&Lf!YF)hDoy|ncHXKER5iJV8R$$f!+d?O=2!1ZMPFcI$4FWQCt46?}XVMwW~~tvHH3vL#LnPAhK;N`J@r zHp`_|LwyOnNKD(@A3yn#RFS;u{@b-!cS7E?;m&#ZMH0q2XFSqG~NF7 z8DU}NpQT+jI!8p6^i&?2lU-It`Qr)EIYy%cH+YodDaKf(*6=CXorJ$UZk=d#Of?dv zk4oOEP2iJ&k_hiTBogh*&R4T8la6+><3QK*m1T_ekUtbngH{`#FPW;tNi-HfB9Nhd zawPO5s}DWiXIvsf1Q(ndS#c+wG;P5Q>Sj(~ns_H2HmYhWzPbJKyo+J;U|UZpG%0;I zw0e>`VTNmGqKERXN56!A4|BUE-HA4unnkDS;uC3qLB5{QdH8arD$Q6+RJ~}Canvi; zQ+E`r5x6rGgb4Kq%QHW;PG&85kZw&|N zI-)=?D9Sk0gEM35W<}YigfAqK%+LgLPdkv$Dt+<|Z^qjU9EfGB@~Q8dA@)`N%7wf) zTR(wgUt9tLf6a=!DS%92vM}0nf?8Nr_yfS|4`oE3EIAoRn5;coQmZ@Jk(D1g5K`4y zm3~%H82KH_Y>NR~EmHMKldkG}Xoh0Yk(S&(Epusev9{LLgrA!1M-sbNeeMj|@RMNu zNh<|322HQJ`hJOxJ5^_U64gi4gL?0%m+Ecj{?MUt86wK1@LinLH8^M+J}$K-OEk- z@}!Nicfn-8SmcB1Rfe(;Hy0_v9$GECpq6r!7>_5hvpB`sxnnFE>iPYG)}|AUrVg&A znAu0XsF~Evhp0$tcjYqg1PxlDHZ$drX^T|Fz6cT0a2KshOLlmw-%YHU4!ZQz7Wpx; zso*<(O6ehqI*A|$H0XoD(#lwI%y~HQTFQ^K8q!vRE=ww5qWnj!`>+Qn zQzi|hUdmI_6VZwCv4bdh26JQ(%3I*T)GCaMY4JMo_8Jf7kPe zwC*84f9ENn7{Yy&y+~#aUwcel^+_S?HX>=P7#Y7BrjSPPdl2vQ)G#C@74hQy4b57l z>bTk}T_htLBq(UldGXG~QDZ}8sw@lpPz=#s!mKfZ<+4FbSmdRAeP0=D<5N%>k1;osejpD``Kz1i%HVoUT6-6GRecYBJ zWLoseyx61(o8Vhf=32LL0!~!1MHBa$sL*PtK-c@K`({=`kC+zNNYVcGeFY( z%vkA``vRUa=UGZcErXmw5$`vzcR5@K-+I2zeWC5Q(s@2*f*=KG)cK_g?Iv{dl2})~ zWZ5|7-I%*68G5?9SAatCMK)I0yx%Y@?7Q$Eq#Ugzv*TD)c!z%Jd7Hs{a5G$+Gj> zFt!IS&~DRK7yjN0&bhs@Prs1hl(-lZHUq-hOME<`OK+Lc3-#q8P*%-8rERRxR@(zF z0N5&{-6r(u0n2f^$jia56l8Ndo6W+gI&Vnnr4i>WEcps>amH?2@}v*?u+1o2%5Sz` z_ev{yihj9GE@Nui1%h+~20n)jr6xAe@E6HSz@MSv&U#T4gfI$a zFj9j7R;S{Hu~~7~InA^gkK41fXB#yQVdH&Hn2muGZhkL|7Bsq+dh^$r^>4K#?0#lG zQP=u=SnSm|HhfpGKkx{w=f6*zgdy?JD6M9q;dQw+o!vHfy@hBtk9W1kfl zxymS#>YSv1+plnA`95*;3Hv6At2?T${C)Z;$bHZ`(~- zD`f+Yljq+^3kLe*li-H|T*@5IaN94mSMrsa6g?WA8;*BSa~pzN`LgO#e*hs4OTn3x zZB2Z@3${Gd5W4yewkeu_02FtcXLOLgh!?4*wGEAb0343&^=$sS;cwqs`8-{z-5~nn z8CJ)!4;v+*feuIR?iC|;Z)koor(dd6xm{oH51R@Ldhpj&rkT0|!3iG@_HdU6-iWoO zp`~4%%P5u~A6M3?DFpInjO?Ck8uqdKFcWd@A4WKTDU_+h>UK0yZn{yK3_zGjho@|K zABpINt{&Q9tJAJ5YXpc<*_i7<;3bFDbvT8oyYv2B)Pi=6ZG8By~kM-Ms0Rr17S zL%CSqrQEoJ#jS}`IE>M~-*skUrCc@&5<30<-EcC@RdxE5$&aOpm40?>rKnC;e$)6c zj|=vcW~qjy{0LEQs;)3ifrr0NYVIxDmnO)vrUrj$(= z1ZBm)@NeXX?ve*os<;KFif@WDwxSy@3@Zk+?t;A>MtvN&#z7kb~Xych)FW+HNm!ZIL(WqqT-<|%qA8hbq7I`>&TDD$P?t&;j^exFXaRixP@^{5kEB-( z#|sz!%D}gD|B1)?0Q=U_{_pvJ03Tc7YkxcIM= z^e(U;Vm7Lg(m@wJ)|#mY?LR-sLx#*<`x)0)OOemMRVGHS?b+B;wviB&&Y56O+*r`Y&c^KaiQu8EV})Xf$rGGFY9Ru~|PAd>KW` z2(R`xY#UcsF|+;VaQ+ULp@-VU+P@@g&PbqOD3IOc*Z(RB<)}l0X7vPihBOG%U9DQF zw7!3(aSW74%{$XN&j>+{KbqbYjaq;|`Y9=;xdI^(dOfb|0>dEfAr8-ugN z1AfSOLROm>RB8RGu3U$*VHM}gHUhVBd(3X)D+~?F=Q7=@I9lhkFLmXvuRWMA7Q+|i z7zhju^51;wzd)+L&b5S$peTY0ibMJ1$R zLOzj68O?WwhChEj%`iS0(88Af8Th8@!cm3=?1`p}o&G(DE=!MsV`#^?H`Ip!oGBob z`Bsy$v`y45Sv@qKDF_Nf9<0@YB^~Yeth)mSln4s+ht4RqvL4P-g^CkmvZ# zzR8PFegxULS==(2g0)flLi2Q?#M$`@$(Rw=tHl7`%ULc9;EFEkC$LbQp*D3ofgM@4Yietv5N?446$FM^Fa&-eVF<=1_-IEFK0t z=A7aR+nqDJR&k6>J?#&wwmm4(8@Ag-CJNJVC6d3KOj)(whxJS#Vo{u?$m?aYr}>2Q z@sIrERU0;bBFw|{c&bfO{gU&Rc8u2Lj!L@bQX4fp_ zXhyZnAsD2cYu=FU`mi}PkPcxlZLv|i8F#dF9F%;gYRS4&@gv}%>TCMYe@&mSJv&g) ze-RS@F@2Ch2pLfR>hBT>7!WWie7`2H*}3uSnfYH_MHdSWT33@f!qj7TB8P12ZGQle3k8E*V9eoi ze*gmDi1y&#L}vOmTC;mV%EITxhGW6omZ1TVhA~XdKg6+Ar?awa7AQEN=7gFzrGz+* z13rpcFXNencHih|ETG?yj*T$lpFS0P)By*vIh(psNX5KM;8o_Xs*x4Uw%P;EmQg}7 zd6fghh)Bbd30{&9&*oMil1-ZhZRshxqYOC=I|E9rM37uGgj_a zj7~kl`XW5a1sdm?orh5(z(R$+8K9=AxD3%e8|4NM>p3oO!0Tr0S@xUrdIob9havI} z$_il1k%6lT{L@cB)|_f4>mPK8C+y?{@*9CU(s!OH2B|!T-XM3abU@2vjBr3OX+a4i zD~4yLRDZRuEpE(c&frGzOipZ|iC(%gl}l!2*TMwmL}(0u%;2lDcKiXHdUVO=&2j@qDtGsp{P22r!+`^Qf3ssQv6&expPy)*CeM;&cG>*hMppQ1 z=?nr43=R$o4FLuL_Ekjj*U}jo^s7)443X%|(;1amNXfvSz%QnTftf|Y!7-<{X9kT# zK-thKPWXFle6F3Ze?af-4mhcZbKZY)b#^M}NX3b%cRl#sv~BN9u_;6Qj6NW3NN3II zT!u!d9n-|$gB~JJGs>Zhm`e95IRn9FJ`8f_Z~V<8GL(l?fiWdI^G+{^nP

VY#4L zr8P|V5o9~ZV?s+9r)F+)`Q{2*ZPMD+#gp^py;S05d%!*Ke5#?{E5~E)K-^Bk@VY;I zzAR00z5qHEZ4QG0*rb&S$NVLuG?!h|k zHd^dq`D@nawK%KwYtaO;4x@|>%_?vxoN93vwRc6cB(+x_G&a$r1z8H3M#7PCDXgg1 z%q;YMP2<>e6U<|07|n?tq)qa+3z^>0$}$dejUt0Sh$R!$ia|2Qtr zTO8xhm&l14MvwaRb}pZ_B&8w@OPA=Xo;$6#WiPd>rCGeWL9bxTQ*(yva$uu1X_{;# z`d!W=w+BxsYWYp*?oxo+Bz2?U4!uGz*G-EMNRN8of){q`laRM7L@yJ)S(8MS?Pak_ z8g>p(g)o!`9DEb?bwVb#lG$btulc%yXVuJQZZd`L=%-usxWr_S+C+a=h*}mpoVkJ> z%c?Tb070C+bQ(x+E5976`dS>jod?e`?BZui5H` zNelAc?j?YgE{7~=dauVA^cEj2hw4*ZOkiB^T~ z3N4;k??dnh`X`MwwKV3u#ceoGhxrZbjH@%I#EbpGXtqwUUV?{yUyx*}jmS^pL`v_C z_X_2cRnf5Vv{HRvR`>*CO$|m@%F%iO22!J4po77jm}iO~EE>|Nzb5)1x)ds;2hWIb ztw(=w=jJ9!&c>XG0eF}?IkG}BoZ{q5HB;&<{grG|nu45uVJMu>?B?I_$ch=B@Uqxt z(!*Ab{Q*FgZ1C#+(#dPa^}{{Wnke;mBMa@r?p<-b;ZvPuO#1torrn>J6)Y(mg*r7& zbQL&^(7CE4S@5joG5G=^?&Ihlg9sf-$uOhJ5-@R&IKNu#^+S9mG9+ zN0AqX)IygljA|{f$0^P@{Lc<#c_#KWO0GIEicz{6n%%p}I9?6J_5Kuj7^V#;E`^&A z?`%zKxonrCyZrTPg}}6AMB=Y&AsdQN57Mx;;iX1C2~$DRATj6*<56xvT6L(sPG)i( z%k#D+^O1bpt#q6?ZgW(fOb8a9qLR1z8)yVV;7}=DZ@#a_#6P8*Q8S-l6p$k{p7rX3 zkus;hZ~wF}vSA`Vt=mfogSqZ7cg50@+qh|H=PBJFM3n{SamHnOvy>NuUZ)ve+)K{h?&O2WjpQs#{Am5oYFKC296l~p==~@{p@|}GSbL57o!BB53Np9dp zE#to0;sGFr6p)*!#OHi=y$*m8A68tue=_M!i(a)Zm*P8`kzm zdw@CoaF1w<8NlQ?AZ)@$ETa=yMj4)g@cWh#l|L9eJo}v;tQ&2{@)r>@Iy!EMWg{;# zf@mjaBG&tryN0hgPL6{~S9Fj>vsiP>Zi&&oh#%6$4$(f}Xf)(3!E~M`dhcUpKY-6YWk^LSLNLWa;n1#|3Yc>HftCVs1MFS;!B+A4lgU|fju5Mcy(2N9 zFuZqS9r5XD5$-n557WW{q9j%OU$UbMuuR>pYKEwR=-;>)@W?Wpl7@Je_%p5)s<;_Z zEsR$JZXO$_o2bU^*t?(;*FiKpXOzmsQ{pt@ioiD$FXPWGBnxfH(zE_ zB@Q)l!l{rVPbnoh%7Uv)a2-s^kFzA1%D*bOjDgr+k0p`j!xGR?xhi@1T4#vB!7;0? zUN#HnCEHV7L0Z9er+H3s;fp0EU{e?pbD| z?A?<-QN^;Qll-C_uAIYl*7uH4UB z3%GhWd$%Pfc(Xq}OI6KB=8+kE0Q|hWxkUU!$W5EnZ4mG6KBH~bK4U}g#psayg1{eJ z61#|7TM_JAy370rd!MQs0iSyO2WkeGACL*&JD)pjq^b(K856z*4>6+%5jO79?TT&T z9Llmpn=~E_OTSzfy=#7`yPlpd9e@I5uR@<; z!c9#kY!Wg>8?;~_pTt6DGYv{2(T4Dq8;QlV$Ln>GrF}3j;6e(x!4uP|GXD^|f^6%r za#cLCm45Z6uXtcosJ5Z4jNJYinS@CDQvFBQbB-GrXL|B?# zcvd!M_HP7}7PXwBS+aDZ{a7NSp|L$du~aOafqabORMxfi2u^vYhpNej65t_FBzsfd zctOkGc|@Y$yfxwCRjkKj2gqGCQco=@Q_Ts3MVsC9k!~v##6w?sYptK{Z@_bZw=0X1 zyGUs5=F!q1vgFy;Zz|$30QDC+cb>s2v=IKJ^{~A~Yin#Aeg2w7HW#>dVl|1Hii~?Zcc=KQfvuQ%bHBYT3u<0Z zc?S@%*uHy~YD8Dti1zxCAea&l$nTi;B1nY!B9oTMGWAdY(7UebD06n_p9Rs3RW??$s7?cTXnxL27_ugI`4=@|5CR?>A=Gy~Bdc?WG_q4TbS}wICoygHNKI>+`X(Jphr1Ae_$>+##3JkzT&6&zGv^Z7JfM~znldC#Xy6Ja?#3ID9#)vX~z)!8HQi)ZGr8exSmrs=` zuG%*H3m6s0nA0u)vQNH%$#lRcmE?>;WMDCc} zHwWLQkz>yr6$`TrUPOUe<~HW4;mpiiw(9bZ<0JmKvgccS_BCr$n#~pseeeAY6t2j+ z6!^CJxhx6$QDeVeb(%6u*=1WSwT)Sf(Gv)cqO0MhTOCfE!iI-=GkO<4)c|=6#)!tR zQE|FWYg?)1?a~}o+hJ#2Nr-XP{DgI%uquuGTcQ_gB=uOa-+ut1o7v&GN~8@{A^s6i$q-@KMo-LD%$_qr`#HO8cR>4 z;j&D!M2va9sn&6+=+Z8_fb+ON02^x2V))H_O&G6ih0T#yHSuuiP6+y{|J$ z(OyIbJ8{Mh^O4fQqTS%x;YH&r&I2#uq5 zylz1ChUL8JQZK+99Pk_F%Jgj33sev@{{0LMSL~acWw{-_@=S<|l!E&Vty~-qSdZ-a zR(Bjf*KbUm(M~CrON_4*&0tP(_!IhP0p@UUzY;eL^^F$%@7SWyU5>@s943#3_!=~Q zJ|BTlBl;iCfo0)t%Ht(Jha|HtB(6;>4;P(IPShl z7BrP98+xOyuN$pT&0xaJn|JZHO&`NHht}x?a7n0onWkvL~De3$OL& zozOBwpG4<88=@98nS{v5wwF)}=aLE+K5Y22j)vz<8a~5*&QeIi|2_WhleHMzYN&{| zN03K6$l^ZEoA+P~(krOxrh+b316wi*>}Ya1Zl7AM(_uA}aXl1r-V;#3blRwa54<&4 zWGzD@TcH&|PI*qO&;9cQ61J8}>~g>#p2iY1s7cA-=Y&;G=q5!TG(t)j$~~7Fq?i)l zMAvTdJ(m-ii8a1ymqn+Z3X9K7Y60@MvGQdxB`XZwwe{9SLu z`c#)$mS88LiDog3+X@G+5f&}!N8&4feBi?QN`JlRpOCGcA{_i&C*Kyu-`%(8Ut#V8 zhP8QgBHKL67$Hi!c6GZ<&V;Uq>PZ8LTF{%mMT!@GM$5{Kdt4CHZ%7x+z*X=Qb;o%) z5*07P{wH)`JkUO|JqXKzRIw{Svu7=PpNo zD2g<(Sf$=HMenf1Gdf9r%InYMhhA6Gq1Hh^v^Wa(9FO#>%}3H|4*OyPiI0`8s?+1O zG-X(^q=vy#7Q~?Tdalj(s^^k9#btfs#juUi|4QlBA}tz7HPzPN)LBwJ zJM88$1~)O6Y`Ut1qEU%9;r4t&ur2-{&b~Q1lCNtwwr$(a#7;W4&51LyIk9cqn%H(S zvF&7Hdv5>U_q*R+-{o4jy8h_ys(sF`?y9rS+56egx^as3M>vR(p>IZT$G@7P_mueku ziHu*`JW>=DAI?o)(nNnvs?DFA){l8lwcfmFq)XLl`0{@Dq9(ul4vlPk*#p@5jodOytQQl zR=P$8iU-@e10VgY)EQ*zNRJ+H#Zd6m@86`b=p9WR1_<(F9Tpfr5d9>e*MU`+ysd`dZo$(U0BaJ)?$NudgsO@iD9G%JKN zR33t=C^Co|zz5j}dcQ72Lm2KNru6jGnEjL?&r@vS25+@KiG!O|M$HuZ!NpypP^DOE zhkrJ4Gu7Dr5zslOgLmMqK0iyIr4{1gb%s1f^j%0gL zg*Riake6wRaAd0zK_NUe7SDpSFTEmB1WZZ}h0qo8MWxPK@= zE?BB?p~07DG1&@YBuw!!uDufTdTex+j@~njQ<(21gREwu>Ub8qvrPISPw6zeE}FF^ z(+uK!=!U?GUWO*)6C-g}ej3;K&j|Ha;i43Ia=NsAD*pwktj*8%_^8ryl^;~JkOD{b zr$-``=%$|Y7Wi-~0_KF7Z&n3#n3p5Z^kVKqZ59LY&8vV4n1lK#is(P%-pXYIH>lP; zG-W^bKd)+}UQ<5T&w@%vaYjGY%O(@g$KD#M5A_YKBBDpmv9_`H^r>r8C;{ZZaL|9E z$@2}CS&}~_*zVBZ)bN6v`-&MJ3?wlLFBg72D!!#v>AaGIAljrU4bMuY+4OhOOE6g1 zta`+XJ{{;2VYy#Ik&?DRzH=Kh0yT{s%Q=zm@lst!vq&7^T) z4e6P-rxWE3#A;jJPUemLlsOtZy2+1V9dc@eTGWnNy`>70rLqprSUUn+7!IyoF0Yc^wxlX47Ss+5+=cG-)jfL(mCX%lmLTYWK^Z%J^ zeB`+@bs$nlP*{nj55_w3(t`IY;el+8`L-|~;BCGJ1#BN8SLqx{qhE@+T!XJ7E_K46 zZjs41M+z4*jEK9SY;rO5H@?UGFj0Q6fpCD`T{r*j)PUwSH-C@I+%&5T1-_Qb*`!yA zZP3POCDuU)I`+%PNU)=HWZX^U_V>r!n>{UQTJyW+^6=szVk8$c3(9MsDp*Q}9<{sG zw7%fi$Ck+hKOfM7u2P4^%=QF z=z)<|t~`hB(Ga@A25gXe?2+n(bL?i@BLd{fGw4)Ua@GAY;p&5hNiy$=;K;8=3f5O~ zVWF1dAhKZ)750-MgJw3w+wwp*fr5yGyEoRUmCb}s@?E-rcQL$JMK6EIJTp1TktO;M_qDFUU71NGOIw zYyr=fP1SWYd~Z*D7$Gt6Hzd_k5INs_C6kqzhrX%3f@WaRFNDO6TzD_K3H7kR{5uf} zOHX!Mu#5!U6z?Gc50ive_ zCl~t~NO+F@ge11t_?0?Gkh`GaT$7Z^tDb*yUh9aIpCRgujS-S9I0<`tESH1YpZx_X zR?ExJ>!2^`RT1(&Jr%xs<6WHPj{|i=I)|H!D1AsT9>u=LF7xDU#6(aVY+h?k;|(La zl3cV>u=5A-JA4rrpowR7=7dGxncsF>J*+#7F=pE%J|jm|?5RUiwunC>FHvvl6Qex@ zcTl3xheYxnDmHsBs`jr#B8k`3uHxU+rfMHqNzQt+9y-Vt`Kon5Yr|iWv^nHd;yfyz zG43FHpR8Rh_Xx|KKx+U<=wG^LkU8WaX{XMv^e-eCfF&!&E4lqC{We z?4$Eo;Sr1E3hG2KYLVupkz5C&w_SjgZ&wPoZMc@fDot*0MbcKDG7!^w5Z(-S(@&AN z&FfZSfyGdhhWDL+b*G9ZKULyhoT`^1?~~myQSmFI{BZc;o*8r8PA)g5G>Yk7f-s_d zb{HZKWrW9ouOre|JRjP|kT|7Wf`O$I5{`OwS~?R_M!S(Xf+ zH|wYH#W3nEYm`A~?jXW_Z_GJXLW6{nbcMxH!g-D<9G-gL_$BB~Q8B3j!!Nz|f)}-$ zay^UY>!nT-rPYv&4_f0y98TpjXJ6*HiEdUERuU{YtjUSZ5NmR!V!3qAQ%RQ&tG+|? z*yC=7ajX6|@_`bGNEmK^oLkC_FW2%A(UfeEl^3EKe$?y~$ko?|H+;{W9*>7 zFJ7WM2!H4aky-=;p0CDgW7F+s;E_%lT-qXOOq&z*M9F+WrxS~bkB6G+oJ;NPvzcY5 zXl#w)N}@FNNDCH?%N%+V18l6+fqZe}<*zHlkx!*CIIbj6hv!OX{I{18QF`~$m`dnG zMSYq{i_NsY+)|cOjgxh-=tM~{r0=XtEjY~Zse)jQVX9pYwm(LSd=-kVp1)NdB(&zR zRqY?F8=|WCq&-W>Gu@(9%lTvb2y&*rTYqz3b38voWQ|Y9mL`X|flBFvsOXNPo0ny5 z+%aCmBB-RWKjC_XW0P48v!{SxRV%*>nJ=_|lW)VkX`LzJpUu|!qO;cOUT#&f8r;<) z;_4-pkL{*hWd4?d*i(92zPD(Th^QNASx*I=a_q^1IHTK#AA*m@*!b)1_*$ttGrr8r z0x|kbS&UQo`0Fbr3(QWC@Q*K z;4&UE=PEojxx{c4ey10ehddMFBmaIYWMlEnbP5vC)02=>ba@wjtu?m@g{Lw1P$O*fw3Hi_i z2mP>7uY4-fQ$4oqfSg$FgkLX7Q?+pYLGG=U$GX&3AnPA)(5zVb%h;~9Ip(8Mp7w|h z-!Fcjx2dDfY6bc=?qYggC9(djU3bGDvgGXBm1*A3xT~GXiq@u$lfh+EYcc`ch!1?1 zELZSS5*cXtT-RJ+J-}P_JDDIZa*EZCECPBUjwDikW5Ru%ey9=X>LJY^RHua$gVk4^ z=AEOB7gym65p*WerK-?f{i)9xjAs87r z``8DDv(mI|Lrjh4Yo7d?N79(#KDW)*I8GCbu9`T|1KXU$r$Sem&=cMCVkPs|M&2w5 zMRI8mb-L?8B}0Af3VMjvoDxD+vb3}$+)y7jMV!i*53Zpc36n_u1b@`FRklm{moEA~ zU~0t6I^tW^D8u%{Ze`*kko&vG&w}hHtKp zTTuOscZ^Hv2}Ms^DgYB2Fr+z0VY%Z>y4Kw0^GD_DDnIY7(m%>fuw!|IZ$ka667{FC zZTbh@F*s5x6I?3+ogP5HX=*!_lB<_ps~Spxg1;@UX`bh51is-#C!&Vnd)IK@`Ns^d zeE2>he=#J3z38Jo2`=cs7jaO8&UUp4a!kb@7Th70AobbXikTsYUT=8a1h9%o*#Ek8 zjxMqDy-;j$V6ztz$3`C;|0O{pb!4{!I)TtxyrrpS?B#JH%0Y`kF{a}uXGnk&G>K5_ zx;BFBF*cp0^UU(4&Njww&pKI}Me_ySoODOet)5q@VAt zs&vr`Q$>N^7S{y6XQb9j6l;B1jNuR37L9XM^FaISnQ(rXH$G=;1julB%e(e>YfH9C zy9x7?6~v8}KN-4Cz+8#O0WP+#hvyfD-m2#!Z#pNHOG4yr9KPCAfUUgbfiaGYVe1P--8_a zjn+E9B`ie&8koBl@2wuel`3{{_9f)R+zx=*QPzXSRNJ{l-saw4T!D+@P-TJOYl4W6 zDlRTY)hPa-IPdz3pHlM|o>!*UZeP)>t?%-GHY#*%AR8LUo&=$ON^^LnJ6)Hw;Vn?* zsX}GmhS|P02&tpPsuY9$IP%Byp97{PD@91*2@oduWB%~yb$aI30^@{~)Hmm;(n9o0 zqd`(v1;-;lJu2Ce8&j4dJF99OY zFFYH^iY5W|Q{$Mm;ZU+7tGA>$-u85}lFSbM>0|6bzufvb{k$UKpBmasa>oW-f`eP< zAiEYAc|F9t>5$L8rkFz=8tk~b@Q+8GABnjcG1!hq)VQ!e1nb$HKP-+c8Pz4Kl96SSny+z@RJ)=u=1`TOk8DOhC&L-lK2wg}1U^3yEc zSh2vGb;|9|@ZaGn>%yB~G}3fQh!Wc7*aL0&5wJlQuX&*sy3d^z&@`+qKZw+o=2Gn0;R`XyQuFX zF5{oE3WyMY_)U;C*?LxW#HBr19mMjXidQa49Q+aUIM3()mlua{(Gv?PFvBVzthy<>cgjOBFNWY z=6oQ^&rMwf=QAT+=H8M|;HAAk-73udV(m_zW{PhDgRU9N~AI6Z|(uN+Y@95|WN_2@pwJ(^?aXshP_MfUXKxwsy{!gO@$r^X2*RiiY7 zZ1%ETCU=1$(*^q+Mz>|z>hS}+IWC6_PbHDqc0%5ITMoB=7_)1dp@!&6aQafg7bQY> zgB@Mf8XjaURb*f5=6t~_;U`S$VVuYP$7`|*hy28;ongxFuY$s<;q-gzdxdpfdi0S- zwjscAA?dnC6XJ$`fg{3tz{cAuHEiN{?9ODY#`JgRhCd2)g$221NmH`br_RPLKH zW(K;+Q3t^#@nb-dHsoTbP9`^&IhTN_DuvRBd|*nA*QzeyxxQ}`&kaq2iSRL|R-;*& zLz#fY0x@9XF9N#SC_0oj=K#Ev3;oA|6^`!uhgFUBtE)tEGR6=p? zp)N*m;uvd6JB2*Av+v`b#NY#-V(UyDhBpDCoF9;oV?i-&7>m_24;iio$!d?q*_ zv>Z~HDepCY<1gDKNlw_Tj)@fB9UsFq{=;>4U!u|JAn=BueJV2bQn1^j_56&o7y%e* z4R^idaxv5LacZ%6-wNZp8EVWi=bp8maf`bWZl`{<;ze3y!Wbvm6KM|lR9dF&k1#QF z`34BO;-|)HnO#ky>&r{x`Lb~Y;4Bq4c)zMzEjcDI=UVhL&OA_UMk&L7yAoXi0fr~p z%DhLf5KO%2=2de&i zpL0tDPN%V@@YyhJXAnQ^} z@5o}9Ty2J6^7l8pXh(9zOLf$QcXw*m0p=+-k$49Eh|Mj{mZDuRQ#G$KZ@R6*pD4^Z z&$KT^$}Y$Lf*>>37OaRnl%zO{d~S6|diFg6Y~{~|<}s^3d6!4gG6*ds>AK|Gmdo7G z*#}Ww7w*QEyLY6BVlN4UXd!N2R-`Gc_3xthyDmo>jMQH7tb$l0ibRPv`3nDQGIGv_ zDrt^IPZ{yO%jZu?-9braGwr2d&Z5s-f?FQr`v!4{Ro_XQ;M*e0p&3UdQkG+CUbr8S7i8WYwf?@hgwwBox0`ODc@ zC5h11qu5O95z4z=hgjhCLudP=dsrfhU~0mWxy?WCcd&K zVX^ac`sVV?N2k!%vEw^Uy17ThGu~2n$9vD0p5MByei~_%);&gInWy|&1~!O%UoYK9 zsl&@OF4)#BsbYuETd-%#>OstlhB9Cd*dQL5w0_?{IOl)QjOO2Vk|SHm$Cxw3(0jJG z=ex|y!`acXOsv%BPsr3CN`Q0J(GoGO6roL%4SD9 z)AI-YZ)X;dFZ8*2HZk|=B|2}?bpMFC;NaM08pi0K1Pxz_yK(8}W)6*2XEK0L24zAUB-G@hx#Na48+UQvVvyX^~V!nmFBiM!?Y8gwUPz4C)gY(D?Dv_ z&tqVL#1vuv$h0rv=|NEYj!DLdM}8?cGk-8dh(gtX(?f&DAT`XYJOK?h@TYb$8x>Gb zV}~$I{-)D5*v6{36$62xKfYfZV5p{&HLSJ%JqIa>%X<7=B-t!R7u1>4GknI#CAOH5 zYzjrE6-{$+hkp^2Xg6y&o4t0>+7vE8h9$w_L4sT!=69j8^>#3mdY%`01GUT?sshbm zzaA#enE+2={vH}d2d~_E1Uw@=@l0t{W-K#2nU-5INg_gY4C0Ma;C2}(shyX|CEO5{ z3pe60*f5-}P7DMmAW1=zoc?{yi_U1+Opfxzi$_n_Ebm*ZU#xes7U8E;i! zRhdpKz6`|SSUX`!XEGSHh}BEQ_FEXUpIW7{9}$l5FI6^#6-r!rk)5uS!HPzz`@SLw z@iv6aQAmq+M1MgDarsU_VwMA<`lVsSrhoK98CxvW5CsjHCs5`6snHNe8TH6s+T+m3 zk1Fz<+L@+yMXmav#S^BE6atfl_3sbeTMfq%daRumXLZiEUJ7x8Y}zX$6m%``0S6TV zDUVY(Q5v9%Q6Lu%jEDrCO)X#m!RX@ullS8xT>0&cL~uV<18LEis7K90YX$TP6Q0in z-oOfbtPRjkbR_unP=q;iSa;Q3KHv9z_>1$F=pbq1Gyqo&zI8Ybw>gnAe~9 zex^ZCvoev4!&)lcAXb7k$DIA96jS*l8g-hIpJVQqQ8gtjGtjSQaySTo=?6p>LF-;? zVLAlLN~lQ{4vykB;sQZ&z`YW0^%MBA0AqD|`qzLAgFZ!_P7*||#4gYMw(0Xq4s zayvbFm*2;9u;yx$=egktVLs$JV%rfl?d5GijEpP-AHaA*-dyORx53s5K;TM(%d?ek z2vl(K4Y8}V$muM=5waFBZf{_=rem`l#^AjY@F1GQ0af?l!lNu< za;<_1^J1p|G+ZO)9{MF0OjISE!(1$cdnfLI6o9Eva9dHl@m)LM!*3 zSYmLl{95Ac0)1|?;zvkccT4$f>%&4tyuE0VQiwJmUI!!!OfL51Gyw!-;bG21>zz7N zCi{1ENyDv#A0!hUY8i6z3)Ef>Y@t^uC(@DG(e7{Jdxa+yAiJkR-^J@eWNP?nsuK7_ zY%EehIE!!?LerLGP;Ahg`{!kutWxdnV&iR{0ovSdIic(#blC@ zk{RzLzjqv~9t90y4xu!E2L@Z>R#_oS`R8GyLu8W%^w)YYDKsq_5>@*swjYNSAnPwk zxl2w*V(`ZqfD~s4DQ@#x;fNvE82}mqyQnM{E8;*sBo=c2(KId&p#oJy5y&cl^4 zhiYwIe|7Xy^&&VEjuP$KdibGE6d_Gjj8_8}I~y5BzG-d!l|EoTPg*z=^j?cfIpR$5=s0% zI&tN^l}Y17o&mtTZZoH;%w%NuR#&W=0e1TC;y}(mBjeyF(#&j)YLZ3Dcj2hhnMLGBj(x=9O zW)ymuIlsSvk)?`1PpxgVQA(f^Be$)N=?cwl(>VX#&A4nmX>%&zs2Xo0d9B}?$SNo- z@|avgXO}&n7mP`g^|NrH+Ufp+)+|>l zu7e()FcdW3NU0u~cB#rAyS=a32#KD1iS_#=`q5dTlk+esmT8*p3YiOBFiZ)HjPQcE z8K=VI6zkb}8Lg8RmmvN^C!>@`Go6_wVLlM-LbgY}sZzqTP>Po3%vKDZ(u^`-1b*lu zg{C6Bh$f)^fTQtS5R|g1?4_3E^vk0Z-GRqbah{{c7UalQ&GVtr4c405yzjWtHJ0V2 zJbQ_vjg?h&?l6b|T{G>>d~6z7$%KY_boK#06})5KVwBBdv6aCL=Ibkl>^*AEqIKg1 zJcyL_l879f;bf>R)l$a_bPifbw5%_Vg1~RnfF(fpC%O77CmZjW}Eoj$PrJ4W-pB^kSjc5bg7OZ*Esv;T;rPk`;fI*(nh(3OH zM?={dlw=Kv{{z7jW=n`q^@enrpI-uKNIEHb-#?>{)H8rc4MXvrRUcfvN*&R^lrD*K z5NA9nQ^ThGbgM5lxZ`vrGU1H0gOr8ZN+09Sk1D``iA z=RyQhJfH$F{cc&eKB#W~5?8pQgpRlLsEVl)vicK*U!HL{D3~E#%a2CHu#)O-Gf6HZ z0_*ZYnyUaalZ=&IQ+GYnSZ8uoxu=Nh2wGKBzT=l&n)$X+kN3muk*ee=<`X?WcZ)LgBGHJ~h-H)^ zuX34y`1lfZH-)rD;Rq>nVHTVumPtVxlzJnc%@T~Wcv&-M&q9 z3$G8lEd_W*IM&pS!&F2#@~+j@YH|Mk`wJyi@_Uuabj?8G^Y0|+ zEvcrbEie&3JI@_i5>2G2?{L1gLwH%4VhauKd04iDQv9)FWmA}G=||_fC^FLWP&_m; zkzpa|P;byHhaMLVE!~xZ(lM&)V&brV{e2c-4b3a*jvTu*}>g=V}h)l00a5doj&^_0W* zv#^(RhUSEILYn56?wqLz3xA*tNF77)Rdf&Sb!A`Z#eVTi8j(>-VibxwcZ+P(F$Wf6 zu1o+dMQb+^Oo;_0iJY)UQHysoto0A3`CCfjy%wP|!H=*U-o9W& zsarUyG`j16^u7uN(oV!5QJjqKSv1XYP}NF3w_jqTZQ!$JYbKKbTcKPXo;Hs#4=Nm5Cg;d|WOMY>bWEQnjz-a=?zv{dLZz-Xnvl&#bf4%*pCIQE6S zs?<60wg}2(xJJ`;I2A;^@K|BQB$b`EsPrOfngpgu*^8LFwM&;{C&_(VJBEGz3nH^` zD+zI9$rCKox63N&7_$qflWcQnZmroTy>FRXw0sWs#%oHfg>@^h3JPKylj%d!A-Wuh zho|CJfsked{5xR|kTY9(Enny&j&_^2c!ot&`@(6xcf7J0%XK?>=e(QoT}F^DVFv@P zFC3Kkeld0}qJx1A|CBYfED3!xT0rL+_ML^a#kf`Fl5S>)nx+t|4rE2qWsFRjEMjP! z@q&e6Z|n2&EytM&^0`YUnna;6#i=U76;AVDmZhEVL+|3KmW$|GJ~##yI1sdYg8(%? zzs*#qcRjPfx*8f$u%2V?3^OU?9n(>@nkM{}MyMyxjRxEC7vv9DPps%mm7&Ll(ycr8 zL{__b1dsK-h&bw#FDV0N1oAge85Ppce9WTTF+oILW(Y2BVF#s-W%G2c&XY4Gv!5f4 zueH87hL~FlkYd-^GX>osv*g-%D6y6}HE*nJNqEXApml$d!3nrpH{Zu1cE0&F$6cDt@_NO@Cw|T)(|l@w9(a#LQ7kzi5U_QI%fJ zDgQF|qb=iWBR78UolQ5l49RVfgem?B8ocz!M%Chl8eMDNJC4%cb|L;k8L-FBud0pO zkG=#8uZVbJS-XdyXH|3|=}8^oFidPolU+t>m@NAI* z%q`R1Udi0l#l2S)k8R)^VqWkxu^N&!?W9?d%3Lv$6_B3FwHxgXFz@H%F+u3f9Dlo) ztQ5v2x36o!yJEsX_$5>L)nDo^z9?6b3_7w+=L*4Jzl^VhAF799oz`%k(EVW_z!6&5 zmk^Osv^h<(BvRNuZE#0zZzy1k64S|>Nq00M;{~(1dwg|kDMUZ*uvhWiw{H7xt0L3fdB z8B8qoH%(c{Xnv})4l?Qc){>|cTn~nYmu7ABAccVIF-(Q1Fe+Zy43gwg_m7R~^QZEt z21wO$ArvOkFMc5}iLS=Ay|M{797M2G=%&aMhsb-E2o)u|GI#I!mI|F&V9Y?HarL`Q zOMEsL$IBUwC+JqB9q(M)c;L2z>vC%TPlSZ#H+0@0r9dc+5*(DYVZbN`YJ6l-EFxYW zYS5V6`iDw(N+flLpe2V95{waIh4u3Abn<6~EhdzxDD%AWH6|xf!vme2B5ju|i}>My zq&3f6Fm&WacdScsQa82qWibLwwCXH16cVbRWh4k?;UK#|CxsG`^r3u(M9A3ecu_K@ zNR#BtDF;aCCU@^gRsZi+N*=Dr2620RN8U?9us}!VHXEc6>|HM?Fa}GsCT!UcaU)j(mGWXRyM<<$xZzAic^6(s2%vSwt631XtEFAo6m#PhEm3fr!`yRpK)a-xrJ@!q4U+^ik-e0vh-!3! zGxDGRv6YP+(72Imi!^rAY2Z>|mpdS#*hR8bbhkwdZ$K?E1d-|n8S&h#qg!4HUEh46 z%4C}r7;vrfBi;%e6%_@;f@akuaRzY1>^Bi7&QiR*R%=`qZ*RVmf0+C@OC%(}9~SXi zSQGBGFC&D=zz?~>$Qm(JCxqA+2OaCq#3zG+!!P%LzF_clmzK9OR@=4bqI+x)Q-u zCf+RSL#UMZn&s{W0Ipp*)0^d82HF2?XQ0n=k>LVGp&O>LpCFOq_}2%i%n7ZQw~|!7 zQvZfwjW$NT+LISpGdyP!y1x&QwNKV0cfeaoxhe;nsG%^To`W}apUIQO{S*UGZtc|f26&FJuLoG0LLxTKS8>LmAO;+YGJ@U+?mQGLd)c+rV5gZ zeb)9Ng2LEz`db7_Y@Rfh@piOrdUX-;Ba-eS zv`d@q?&ZChP@_9S5u#&IM1+Y=u!Uxsx% zn(C>!$iw{aAo2lVaSzbcx68vNBr>J)G%%Oa;U@jJst@>$W~g|&UN8c!QvsLH8tMw~ z+2;>w|GJ3+`DgVoDM;WsL(`{rNdc6_cI;Z~r*J0b5hcI0g25zW|YKFvT1ee9RBHfP2y>zw&*gdmr4?V&n>M>idg5@xP@Mx3=~$%<%q4L>{->9)8N zi7H$psBpKK)4tUaCwE@;0%gL|KuSGQ0wK;j#?uMHHw=eO46TT?ELCYuKQu^c=K}3* zTq}pnc;rnm^C-+W1W~JV9jqglT&jdusvE-S`?(0S^^q#fBn`wXVg+`cg2lj8c}6&Q zSFi#I+MjmrwJ#SHu?+YI52)+lticlLGoQqe69yGfxNriS92RPgHH=~q`Qp4%)4YjT z^}9HheLX5i6KqTSg|4FbKPmC5m3dFiv%HE74&(7fF+n#0;E*HJR;IeldNWpX$DB98 zSBjbG=sTcpmsCe$VyI8~_p09anbQ|(1w!yL=g=75(*xs0p|P6gh1aNFCL?LU$W5|mR{2FT!pqlEhvYGG^tDsLv22oo^9Uk zFl{z+5HwnHBYf=h{8id){or2KhDssL0(G)O6d7z8Rqik>?Up@gam_|4FgkKUQ&+h& zbb>9uN?W%8vmhsJHXHWLjMmlJhD>JuL;#vFl}w~fy~4x4!;iexB>~wwCH^{_txmJ5 zl2-J6Yw1;nLR~Jg_y$Em?)em?FwzukVj5pEB@2?a`__0PQZUbIG4n?VN!>mp3_33QrRr8@5iT27eE#J({ zF}|(2D`iTn;DFO(e33^%l>w^#yC+-|dwr!LR?{YH(6;st381OyT%4W*sXeO8=$!D6 zB1P+?vakd+T64$imanT;i=(YL$OjXqDa?{4`dOni$hP^D^%k|ORAs*L`3pWYeRr$R z!}N#zb#eV85->S#_r)QKfoTl&fjx5yBU&u8p$YMzcFxry6BVTmr+Q3m`X(jNn@->soeQx$K& zG4-8p9!vjP0ve)+h-Qspfdaw3D7P7)MC{KoJ|*rfbe_F%L_>vW$}xx~Cq}_HuL}(q za_`1Gq}J;f39U3p~&wT5)Mco+a1X z-N9tq5eB63->c zhYft?lIGJgC{x_-6_mxRQiH@$#t|c}$1^79ioWty614SgGRSvidZQtNt3bn3i>4v% zBLWCa1Hg2e8V~fLn{~6zk-uGmL6~7E>MBG=)Zi` zV{#HLKNlLljS5Jk4>wwI~iBmJTa!H#+! z*mA|gOs$6klZj*&)~BC2@#dHK5krqiSyBd+Qcf{`yLtxD3E@vyj_viCQ z_P-46{wMSQ`^SUYrX5AEga6v&|1de|Zv9j32=wp&a6%8W@5!d`bM772|KbwRd|&q5CV#R~_BTMOkD<;gi}y!ev?cFj4vfX80QD@wWSD zp6~Of=kvDja^B_6hV#mf?<3G^N5A=>>+u&6QV&}(cQw$*-nPmwbkJn}-#YpK^W_7u zn&3G_T604zs^@iS(^pc{*C1J0o%lc7%J$x|d)Tmh_zQB`yd&?v;`_WI&#~~IhkaXh zFVCHMpn%bQJl($_8S2HG=1u8-l)%gR$Mb*fo6pZ0b}QSyCx*VQJDw*xN;`zE|8Z#B zwP&tZFi(GFLwQ)p^H4{>IKg-U@xL4HcrOroy>ELzZ~2}OJFe(_tq{77>ihj6{Erh( z+g$^V8Xs3YTh#4RbC^jJ&8bs->3jeA!T(>oKk(lE|9=gE(4zunvVeSF5Rj1np_c_z z(ggvs%^9-*Q5Gn|N(BuhM*VX)d;i8*{7Zs&HbQX@*I&-n&qHKwK7up{7Hsof9+>>9 z;e&M<3RKNOSV+1xSY5P2f#RidNe_bhXcgS>{4PSl3T?{E#q??y=I6U9uLVH(;n_jA z?H{IO=lSs$L`=Rx)fpIoax5U#Hng1vtGw_R5|%`KXlr+=TzQ}z34rk%26u7#iTrL= z$NKnjS>Q#axKURcPg~&)=XN$)_q+fYaM*l*c+6Bnl5IyQeX`1T3Z&MZzFatE-HXV9 zsa4o{eg(>Ixy{TQWGd0-u0D0>;ui-Qq5C!Uq^X)Z>s<$ruy(EpkD+qUV79oQ6$fF} zzLuon?zGM>3lGa4GKD0>cb*kq-&n-u`~{)n%0yYm=#3x^qphwu=UCnXQXfTVDuS{Ist;*y>IWGe79OUo~*DII|xhCKN!E^N<(bkaV^ znF3*yY_49aZrsoRg(?V+bO+6V76}0oD%rgKE61 zDGvdzR#$M~vk4VUbo1yZVSDJ(?};5kbu}{343XOO5pPRqA@fib*1n{v?q(G<3Um(8 z1hPf^yda{$Hu~5JKbKlt56B~J(NKvE+dZ|qD}Vr=^zj z6>_O!7%^>+@6ex$YRmm&(J+cLcCiC3wE zuSo|?@{1zMWDzO^>W04%7zSkDj7g8~{?&nkH;uqrb?)}TlTaSgwLwnc`s2yuq$spm zCKfiTz+-3YTV~r0RBc^kClWY&Ov??3(kAL4Xc&ho0E_F6Ybb~Cxr1%B-QC6)DXdPY z=HCz3zjUihXaIiUD`$}* zqqRwV8Gir_Yv=%gIQH^T#=2ee=@7{Vp-`m>NOD0Uryy?mMmWkvTKO&t-}cw)z3MI- zQd$x2^y-Z3v-OXBmV+Af&|H6r#ogfk733pJ7U3z_UwCz0BQFIgw5B3WpJ$Fi6P|K@ zeUUN%{P`;8S(Bg8!lE@(zS81NsQ!?P9X*aM1G9i}tw_#hUty!v=idHcrwnq(-V4|HTS4M6SU zvJ8UaQM2$C^Fg^DhoU`!h!RCQv}|J^iW%(9-K^NY z&e6;kk|AX2W?*T))|8!8G&glY=NTzFVVQiUa6HSdJwDSfo@RC@4O!Re%j59U@Vj0= z`XCUJ&N7o3cIp&@R&sa9Rx8VKE23TGPr2;{h2 zwbYb7irf~h)9uVCXi(*p8Ab-Z-#$vDln};?-D!eHu&gZdJdb%q?s=JVW-{vLyV72Z zyPLF*+|KVXAhh4umBw*UkjX5(?}y2GKuk^Pz2&uv5w3f+ZWrdcI#S#kv7wMOo;{lq zm6~%zf4Ghoo~q&svX_u(5Pcu4vZS!TQ}^D?bHR ze2Vp3E1#U&IV)Gs)9o1^D$`Dg`u}HX!sHsCm;}D)Lo{LGa3+?ai?~ZULnQ0TQ+2cCm$q|0OS~ z9JZ-UpMP2=X|v{5fu0OPLunE^p(93L6rR>^(ZC_Vosc~#mi=`54aX2G-`YYgEp@Qf z=X|@aP|QDMn?Q^sa8e4~K*1q^AV=UJ@t+vSKu3~<0v2HrX;pTmTRrLuYnvC`n(8A--+iJWSDp7 z`-Z-EJ&!Dd1Ry)SLbk&O$27H(Hoh5Wpp~c9i_M^`TdeniTcdPpM#I1?YQ@}8y4=5~ z*~}tnK($IbjA#iSbStr;jyFH1fKg0WezA9Owogr%k2qd4i*Pbt6A7;%y@IWT-kO=u^X1mwba4YQ?e(m+o~MgqZUwbMR5(9w`tUKF zB7rYb8QNFd*f@8{ls=;z^2*I(+Yyse(=Ff^*rb7GslO8t57)g$ne_0kXT3^PM+fS_A?L^zVZa5Gy_8!MK0w*qQgxwjfgYYNGg~>`Q5bU z9C3-*kP<~a35Fe;%n@axdC+i*G0H@7Y98T-uf{tJg3xzWnsX~6f9N3-xaJ&6GjP03 zaeb;|pJP89iGX^c^%0B#+zlStzW_|!JgOw2s z8)+vajI2|G&A&aM4ZK}>eQ{! z*H)NC%`7!hFVE}UXiW%>`>f6#J9_9Lc{i>=F62y$g|OV)lxq(SYgwh#9ivb(vXN;J zy1iXX@!u@eX%63A|uLU^cj8b|s^A5XOiF6>@O*U%(Emq7vMy8p_mAE(iyXh}+pq zUwpf4VJLQ0H5OOQWfsC*6R*x2m=&$C!YI;E!LZ$ZKKQq5Jh=dg`r07Z#<#IFG7@xH zwhp4u7bPcR2EuYV1OS*sFy`+QNkCEI+c|Q6h=`>4LJv9gr@6XEpzrU3}Q*BeUtSN+_KE82`2?#$<4HDSdKv+mFe4TsR`P0J!R2? zj6`qohQ8mDxS33^*R~9{%{LzXejuD_C3oBY#qthxyBt)Liio0eKQ2K*Yf*t0;B3e} zGWC(T%s1R?bP&Qf=CC%b83Xl#Ao~c2$0FSFGx9}UlrAB2Sxi{Hj3@jQRF~#2eyiTQ z`L@la&i(I0Fn}lyO87-4Ar>(Vh;?~Gz2`+ro6i%WC`ws1ght{hc0DXj3R>CX+V7`BelV|`Enhp`%v&Z z<$ASh-V8A$B^X)W?Nh3@6&GQMGFqEuP=W!nlxT%;XY_Gp2(>D(jMp(~0C%$m#yjOc zMEMBC99gU3ZRF`$5(Kd)djH3c*Nige^zAE@#Ez4=|3K(nlMRH!V$pR&-}KxfpX=13 zaCE+FLkF9@$+Z@!YOxFZ5w#PBFt8n=bz-KTUw+Ui+iosIXK?mikp=gBG7F5 zZLm%q97zyLGZ`G1ul0f-`sAqrl24MBZg>tL!o!+qm=(!~NC%MS%ClT}A|1SV?FNsL zkT%}+hEu1fiqGIi@sT++2ly-@P@1ZpBZR6zS4z>LfE+FZ&qytBpwlCdG>?`YL(wzP zeYDyNdB8DH7w}y}sNR8nHUMh9r1-p4~0uzvQu3cLJSAOWJA&_GLQ9@S8{=3RQ4d&#sXZdC3AaN2vh6@L))aNI%$Q^?q2= zRV6ed+6R~Tm}-#@MCCVI(w78e>M>O)kqnSIWF*PKOHDjb1ORMLJ#ZQsG%7h+#(T@Q zbOu@(nSsk@WMgb#U@2f}?viP0kgXA!`s^{K!og?^hM*B|D+hKZ1V&9eUa-rNCEpNT z&=uf2co}K4&6_0_YYpoFIfkN;I&$65PV5Lb7@_pJ5NT!u?)mEQD?h^}dH|j;!Z@Tv zk@61Zt#5o+9diZ(;*3YI@_fT`sntQv|1s@FqfaOx&=Db*$3Y}S8j)+urkuPSv^Q*5 z?E9{im}PHb$pYAv)Kc#EF_l>WN1s+u!WHC*R!x(SQ8jbG;puPhJVa@bqX-&AgeUBn zC|C;j-8(Q3yKNf#ExrK5i{g*Lr(qpOjlNRMMH_V3Y}K?Qmdy`om*5^z`Z!7d;8{g$COzmIn=d@ytR%ca&~dd@-;RL`#U~6;P+_OK9z`>WX0CwmDkDZe@@-j3=6bK*;L>fVFI>e+T=V%uYJnzbAH3J}2$(Yyq zQ$p6x{j-%pN^+0Ff~0s zm{?RFAA_!MDgu;H7>bP;(-YZk&1#ETs$z^A6>afVXe)^M!uyeU_Idc18e}|AE)X0n^V@4rQ1E#y59*F4ZOa(jUpsu?(aA7J7TjRm~cr$}p@&Xg@Z;|vs zNtjG!s@)eR?HrTSFUQhYy^f)WTG~oU{~{uWOG$x4ftb=l5Fv4fE$HT&lfUq^K>`Aj z7s^#R^GGjlSUHG5lQ3+Vi8%SaOQjKolxkxRj&67+b>sU!#jAd%6a>9&T(B zDIiV~oJN2iX?U>a7W%c+1hrpy2Ox;!h#F-Q76^(2cMP8`0nq@m-^KHRM~HzXm^{=@ z(hC;=|ARF3lDBZrytH!|p|but8iVy{#Qt~5Ja15pL-IGogzr@d2)UrgySl0`_Nhk(OzwwcR3 z5bBk%u|uO@;gjx6S~;-~Y9>-V0gDDjssvo8SA$MTtqzbxM$>^OHVGAt?U)LR)sSB* zkZN1Z96x{s#vG5E`2cfg7eR#UOOP{vmJ0NKi#ryE0Q?koVLCEpt`egwXCNd)aq>iy zzIfTAx__F;KmBMl&5#ig7JKKeq)osJmPg6@-mp7RCu)_ZhIQ>@+~NdEy8D^su83$; z2GV9*3K7NDF9UG1Y@^#mVXDOaqj`)5m-J21#E*vPy%DZPunAb$8!?M1m_8Jgc(Q1wM{0)&Q# zY>NIHOUfDs1jMAmizVVbi{AYU^G$i13{--gPnKg%*l-)9qdNoS)=LodSs}snhEXO> zAtOpiF$P?goH4~-s!jKq%yxoMMikBSdUch8PeQrNMT2JJGPyTvBW1q@H=cx@3!=?I zdW@J6n-iqGf#Ru?--+|ct0QDO#zz<~+Z!IWu4yWI(uqSXnS0_I& zyE!+KEex3*^dtO&3hmhYbMC`Vn0CI=r$&nbwse2T!pKk;=FbTxjD4>Z6mkV49eKQK z5dX?56O`~6+B?6bMBN%i!N$*1VTn`ej zk8^<2c?Fz*W4W zJ5*6P$<@7wOg+P42{4q`9aF-?v#$L#Rzp{8Ls&Vw7y-VTKnBR+ngd3=cl-!hoSl!x zrNRcQS@7@C%Qo^r|GwobB7+Cw| zRKi=yda{;|3?N%uOyalM!GRk>2)A?&He`BwLMzeS!bEL>`=~)Hc{F)Uo>3Jf3{?&p?Jvxf31Ruk4$iSx7~6aNM8M(Sbl;fVzKaUxX}9@P%|N zY)xTrgF!tN+3}_^34=U=94|XLsHPS?YI{2Q1HHd$R6HvnN9Oe|l>NS7qsv%PoBEyF z)!7q1K1%30$c&5b&$8g+>Um1i)xi&8Ycdxf)Y-8;Ar-0i545?I#L6}tEstJGw3Gtv zz&Vw_DoT#Rx8jCJ0Li#Kn(Cz8@5L zMZ?i5x!%po^dDsOe02>;kHTZPdyys-)QV+5Sf20~fo0u*Ind$|H(nSv3CGo*UosJ$ zk!kd;_Lm&`(x5Wm`GYf3QZIy%Z+oY6r82m(ej=yYO;KzdO+Xl&YDve$tFY09FakMN z_ZKmFqa}4bCLOE<~C{(kP6Kwko=xlGYs3iXFBW zF98HHh^XZZf?Tcg7*G*&_j9@stWA0j4=%o>;WS0;ODk7yd@4Au&nW+AyDZ29mb%NG zC&BlMsEO*bHqkZHrN%yKb#4uM0mr%^wZ7bxTUWs(-l&O6mx4D614K!Qnqpl4cl!fS z0xr4(h7q(FT+!W@&Z*0)o926+f&j$mA8Ilz%4~=Ri_A{sN~D(ky|)zY6I61lZ@n&qBqL1xtM^K8SKXx2m<*A_ZwC4 z@+1dJG1#1QGpYMqK@_Uf70-l2@Z3BnD?-!WyBV%Y(Ri%bKOiH0bm0~P5sGN|mc*Qg zj~dIQCM`9`dkENBT}P1f1E;_1=KjDHQEM(6SorQk9$2-8aMT@hVg*DtR@5nSg%p6w z6#y#OQ$SM9CCye!R<1Q)>TSX(lUh8Xs;emH=h*V%9JEj14z~MQKdT1Geh<5p{3!x| z{FsZVwMO9@ik@gg?2wq%NCxzCrm#GVUUR~313}#qa~z%>Hls>+zCl&9po@7D<@Qr! z?r`|UXp~zC3`t%Q!s9B5IDY~8U1`adJ4Ahd0im&M!XgvU6OUUG$UqMO)ZCy{;?j#H zQOJmG${B9e(czp5J19B=+{DozAJ>viYK&d}caUr($ejS*Az2d~PXq+~I7!C|DJ9CP zf#brlVi}P)$%or7UxSDK$UGrk45Fex06#N?DbP(CsU1r5YM&DtR}`|g&C@cAMia)8 zIV{N@(LXu#igHnK;-(pcW=Bj*vyXum3MsZwmA!^+GKW)UiyL~LUI5K>Nz0+kj`Q9I}g=YG;skZiAZKZ3bJS8zp@kQwJ%hQa7^&x13CIqRB};Wfo84pfiL17I(7pP- zYP6f+*!k&h#_CUpT@@JldD*gbm*hE_wr!R}vC zjA%vhg9im%aA$@@$klr_zj~pBrC9q%j(YVOmr;^Iq!>^^dXK9WrlfqXeGr*0$%kri zChS~dTnhL68D}^rQQ{EsO$HBSu*i2W3#UWxnq%Yh%O#wL+JI4eLeeZ+(Gx;o5+mD> zV*=qvho;?#Aj}SmA%=Vw{fYE*db1>< z`uvb+GJJ@(2Y7yXRE`p8{I2-X5BD%EeA0Dg84@e+ac5^IUb#wd-Fh<$9obqZVZccr z36qZyprOpE_)^L6nNMmP~ufNMQs1%UuK$rR+@046pCiEr^`pYlN+N=8aH8wIX0s&$MH63!4_EBh7iW@Ni zU9RD?0rn#%AR=92LfL!E>icYkJ+<%x&lu)blHtW9mfiZz3MkWs{K`DjHbfAJ;rX(1 z3Xelvf;36i!qkBX=7f^iesm%~EKh#h)-@M=0E1AFEf2?@pcoWLm&apF4V5}ZGoO`$ zu8nB(irH$x-qw9YVFVPQGg;Cje$#za_!;8)R!I~F;WrcpCaxTqkW>&5Kmab8K(L=E zJYb~>mY(>+Oi)NnLdV&)(@qhs1j1Xwl4Jyt5Rt_>vz~57MY6pMLw*(` z8T3X64Fr%yPS+BEA2@1j>*X_CGf>_7Fk66>o}BLyMFw;j!y+R&e!y8Z$mcxhIp67* z4GV#xsoh6=A|ap9%uej zx47}Egi`8B8Re2WI?1pW2JTC6tN4K@xXioKU+?M^p`hcczblS@s&BzOe4=;XQzDky zcLp{-l)0R(<@jLBlDV!9dz?d9Md2uMXjt~&is>%ug4uO2@hQ+GnkBMxcd{p-XgGcW zJH(gC_d|&&mdcXkP41S4d)D~l|)c zzsg3R|D7utV9J@6-z-daee8%8OmAok`LMUkWQs7dhB>e+khY^^SUS%=%iWBQ`rzTh z2@h?#gZ9ky)@QNMBKM>9?K@6nRQvZL5``>9eU$@y#HOS_#M z8n(JGhcw{}Y8?LUfwq05o6sEP{v7xYW!g#wq2_|SE+IBK44VS>J3SqHw+2v%3*-o% zLOv}^Bzl>EEA0eldXht&BfEq73qWT)rVj{g4vbp>yN`kmLk?E?2K)9l++>%34^Hsu zXpPl~WaT!4#1-OD-GjM3WO0qacyu@U6uw1Ltc_UZ;3Bil#JPw5?jLR#3ocyfhei;a zsXm60TGgYmTYxq)l4Pl6={2lUS^MiVx;JINMcG&dne92uZI6XshgdW1`E?x1$}WN! zyt59nRc;v5YmAgEaBJ|k$G^C8pBqr_#?%icY=`IZt-cQ>hwqMvSh+H8ZJ|%YYePUR zCWwV<85FK`aA$ki5*|WpvNiSdtBTC{x(lhHGnu?&`ARO!d07R&qzD~P&6=&^l6I_Q zH2bD9^NbGE`yInG6WiWGSksTqZ4k#GM!{nBa`Xl1-j6ar&L?v)EDrn1_Cr;O*D(G8hpD;;R zcZ@!15V4v46Hct4%h9EeRwb$&);SiLXNP!r0E}EwkH@9Z-)@HNPeF z2lx|&;HxU_8q=-JMKfvvC9&l8riT`I8Osb#JKB30)FxR(?}go?ZUfH-rU{f#2IDZy zEgOlP--1%Yynjq)k#r+(=9uAqF%&j);$S1ve;x48w>rblXIPs*hrz%!S1EmjJ6=X! z|D{GUs8rhdvZH!sS^p{fmRYjX)6oA);uPeaMtqv!`Rg75o83G0^Lkl|Nr6}B55WPB zBq(?d$b|6bBHF5WdD=E7tf3VW+#jq#P}F2BlaG2Pn<`i#7?LVkJN&e7dIJ0I^IUc) zPDd?5SPo6+JNaT5h6JZ0YZ@NtT%g41fZ!9R)&loP;#bL8=lybQ%n&Zxnl@!`=wXrq zSxH?&rW|rIQps>5n_UJ7rXhy8a{1(6ar;Y+a(cjfaZZgiBCsmd;TAFun1U%CEmLm* zUg6U$q}B{0(E<9!(QCH8!eJnaSkr9^e$)UVNRg`VyAo^`spS{Vs=6MamOT#lR59`7 zxpyKs)=*lU18|Czy>%-f*& zZpvIR<*8xM{Wr^c=_Fy7loW8Rfa$-0{@!^|C~XSJWkh5|@o(zhjycdKEVvM22lq>} z%*5-pHM#7wf{?P(Q6PPsWvRzGl3h^}@;|>8A>T4AW#JiyT6_zim>YT)izOQ|n_;=U zcqGo&)UTv!Y9Yum0_vt5>CH28!`%p2lIgY~0Q{~MR#-q)f8Z~q6{T0=$Edc3(uhUN zsy~i-u4HaokneV`Hy@Wjlp&KqV9kKqp%yk6VePjeZJ{i6Y@urLIkwySQc^XiS_dA( z>|~^w>;)c2*zl-)37#MUUBB6V!ZcUgLBK-e!yRd1Z3n+!eLCOhVFtJ2T)(jk=~-p< zMLGGrj)n=_J7# zR&%jWf5)x93!>_*slwd?`EmJ+VeGWD$^1K)o3Mo)@;+MT9us&yNb&I*C|xB%QceYF zgjaV&X|XNd`4$VsRTMrI0%yhuBnNV1&3J+75m5{pbXLe!IOv^nU~uuav^IXc8MMbj zbpl@?WM{XLML-3x7(Hcub6gN4De3aI($V)YV@TVp}mEd`qsL9M`k zyi4bxa|$M!_(ev_HO>%ItX7bMbMj(ykiU7Qw)W;fRKo_afFp*e(}a5{BoLy=Wj137 z6|Pty-jzV$nAD$ek?*8%f@Wi_8@iDYl7+^fnScoQnlj)rC6^h222WN@X0q!i*xtuJ3u&E09oK!(d` zMP|K31e?SCAl`?zSS;ZcYP#X-UX)i-Er#~|LXHq&Qzk{fC5d^mBum&ZM;cyF9^;|T z;ImP9t2y?U&Lync>L^c>vNa`|S>*1J(>1RK#sFdI}o7s_01T>UsnGycK zr5mF}pz*+SU}_Be4NZbVFMJ-X@ivl!B0ad{Dz;D)i5E!U^B_Ll5aq?y=8#^8na4C6 z>rgx@5HfuS1`cFpi;->Rmh&IHW=*YNUlx-r;*~>yH{myXt&CCu(W@N6`R%TC!YKw) zhaa_E_cb=1$_Od(IhUg_Ty*j&)FT^BcsAMf${P;XpfI=1^Z2IfULOsRNF=!CiR#Qs zIgvOp!1|@d>TH_oAU-ka!y9om>E~jX18SYMZ;Nu-X{Deh|F|8AlV~J!u@gly+(_r` zY31GT^b5eFZe3*s_UmuwQ#7J?UNB z3h~#VaXwUN*(i1PsANL!(~gF{sgNb>iLT2_-C=~b0oP;?Y($prk{!+#A@N}iG!C}cZFhu!ikdmKT?a#iZpQa zTb&TMk+(@*m33Q?4~lCMNF@Ax1{Kh`uQkICrV1!IhR%IgOAK{lt*95!Zn<#`+X55r{rTxO!3IK8J zMle;o>2Ji}*)&#XK&JYCYFK86Sy-|&r`eTb^YCJT6CpDH9PKk2F{~y@M%n-28rp$} zfB6@Hk_6D{^S={%8~N$Glwi$9?OuBmGEHu%U6!o*nklSIm%ZaL*d0SciDGr}m=hcS zSq4XHmv?9R&V@TBy1Md4v|4W|KNXR3$}PZskLo`+Fe0`k4%VrDU4Zoi4u|tCcN_mui zzma+LL^Hz!2aj=3YqIO!PgVub3f$=o`v%l4kHKRr+X6l_DzDYq`O%CP6f$nHt+@II zMdyuOHlyfzY9GYUm!68Mc~Ss=fWrs3#ZxBL}$E zZdCXRtNx6{!n~#mX8U8K5bmq3VYA=Q-1vCG$hZzbP2JN2StKwbyi4jxV_ONbk4O9M!?1_RotUrUHO8w1F@+ zaxh$_xH>qct7C@HXtwNp_H14Cvm==?+^78$VnqmE!#S=lUh zc;uZgS{+VmbAz@X%W=J5-3@H%=Tr7YbZ0uj{=$7UdEcl8vW8`8gX8PUU#FSCg-p1ZZ)xqey zDWjOFo8@;?Nhc#u*st+FSAjY}=C3F9Ue=#KYe;V@Nt-#Fmj}`tKBmCE|JFF%jz0QQ({ibo! zg=}g@rp1CCEXXm}2&V`ApyXxIDK99c(?OT=`6fdu>*hw#%AFcuYR+bV)a{8Xh29%w z`*!nkcyl#abYl0mR|Wt<9fQ%Ku9%0dk*%PM3XdN?r@ieKLh(b&gWXBM+>ZM5jXsW> z9h898#6#9w04uy|Z%rcvS-)@bkow2pu!u)|^S8>{*4B?`VWCAA(fq{qi>J^^6U%BK zZAJCar@oE5Ksk8;>YFIS%0(~c@3*};ysSP4oGGc2%|nak5Q%(pbr~w_k_L)_#2W&Q z)JF$p=ej#mfqRK;L6oDQWzi zrF+F;hnHSz&W9AHs-J{Npxkn<=}Wti`XU-VHn(0ji z?zN(*fes>@%sGZQ736KBVNZ1kfPx3s5~MoO6mr4vww&l_e%cu`y30(g(^zb2 zE25l{rBH{J#46(VHEXx>F$kiZusK2!RPq*Up)z+?NWKpWnRD^t-z9w5BTh+FcCVxl zLUVED)r(bu^vJk;OBtRw{+S{?xcBMc6Ml<_B#O(|;Yl+b_Drgrk`%dh#pe^WzWHrE z*70;jAkmBqe@@$}!aK-X?AFwO=kNdW;(z>|gPr|9{hj6CSHaiD_3!@9!u9{)@0Z%L z_IQ%0J@*<@+ySF{zw85mKpCe5AS8!1h&PkdO38Ohke|X`THtTj&sA5oS18h}DaPDb zgY{t_8E0O-UQ=?5L{-OF*ZzP1Tnf7PDz2xeS8Y?UX0AG98MibQadBgr;aPh9-9IBT zkpHVcPxg1KS0}UapmhD0Q&slU$1hlmZQ%*V&HKf(ON}b)91D{_;CxtD1A{ASnxhUs z{@Ql?ecs(=SB=|ntkV(~6}5M3t@1$;QO2=`^KEuz{^;#1%#LkXoL>J~Fg?v!b)Nm} z8KM9rMgi=;$@O%1?ggFg&Ztx_1(sm%+w~g}2CEM9xksWj>yWu6B83p4?G#9x z1Y9X^qjTdZ+GXsA3)a9Vz&JT8v%3HuKe>tPWd>REorAyk^A$r&u={QH;r)nTi&O7| z$9J3U=-MEElq-BRYhI8%6Oc6kU%NcOkbpr}B(=fgKhr zGG&}oP`PQ$hYe~N8=eiB1<;fC66nWkp2sZ8>dm=oavVWPPNfBnOcsb(UB>1O?Z&B< z2WKJU=(eS}{3kPzwSkg zg(0Y+PTSI$3G|Rw!e(3FP*XpmX>weD*~n;5(QUh^MUrODyh({vIUR;{>Jw1(moSXF ztFi<>&C->HS?{amBdnPQzO}0hlXto440WfRX;L4OAmxr7JR#ra#(=~ox)~AzmBKIp zVn1fI>9d9u4$nYfKexA{voM|j>9CRnD%^?7S3vH!$vfH#R&+1sjJaXU@P+B9f(9f7 ziTjM9D!g5Xf4u{sfj8jBoFJeCo`>?T@D%20o6-;lKYCd!iFtOszoUSca3ukYtLLO5 z`#WlQURABh5HS`r=6whU1e#jl?xRD zRM?DT6(KkOoe1c@IUyKEHW!5>*`bbrLy<8CfwMRV*{1|*q^Lcjs1oknKo=aLWNlpj|i6);ZPswNa1AxNK%p}xn|kJ zC?vB##HBNdUGPoG8N-@QZII)<;N}k0YjNPmd(G&Q zFfr7_5EwCJ1FY1U@C-o5GuOb9F|tc_j%MN7!DAV zcv-dxkd#@)B>EKrE}C1fpNYHyPmIX%llhAoVToYEA~e4c+q}FU9R|Zpv@yCQ!9+FDN@d>4=UR7jpm*| z2*#~NNR3^jO79%0B+LE6>U{$Zd-No3Wlx!b%?7qqb*Emzd1-sl=R~~e{OHNikX}rO z2|QkbYhhSwOB({u8v^vsZ;2nI-qyT16}&F}PY|_m54$T2*gO?eN}D)_UY!|%LM1HW zA|#I4N>HlOkjlvgM+sRGQ9Fq-9#m8;25Fa6%lJ;_6}c?wa^R7xDS##Pw}_u&;l$k1 z3MD#02Rf)&)V?|#>tUV76)+Rk=X4mX&#lzUmjpahaP8?o7=}9~f2=tq?-^9L?<rV8HyjyXjIiPx>SwN3Tc7Wh}lS5- zV2aUh!QW06S2hcrbrIHnL!!%1)JSYDJN$6+bg-a(O9Dt!RCqrv?&`deaw)2a3KG|* zS|4xNxB2z%em;DJxlEA_5k$5yOOyGg=`3 z7B4l}L(W`9PohB@(ae70DYEs2$hY<9H`axxLiKXZmpc0;Qe?crPnGG#TcA6)4rjX9 zwyh-aL=Za*D@@KjqonmHn?^C|2U9e>-&SgQHpl3c)$tJh11xlnU^++Z9q0`O>%R#R z-aJz?cKQhycbE$4Gd|BgdboGciG`atNBO8$0`s@UL{-`e#l+x;bxRUSYFt@LBFO>p zsEmI07Z^W>69HH08bvkzxAofk;#4Za`1R1@rG)}ERHUs{B4JNd{|}Rlt=|tJD5+#N zF3BTu=S56EhPtPN4q^|!Sv(je$cwL*=i+MGuI86oRE|F>#9L6A|JD&s+6u$=t}5q^ z+LBA^gio^mB1=w(j)MwuJ8$9wTUqC-2jkg2PbJ=`QbsG*cHWxYtaX%H9z+%tqbp=9@DugfhrOp0cKww697ImAR z``vc*9)Jj1RG+z1NTRZ_Ps->>Rr4pP6;H;x$H&2XU;wLlzqq^n^T|>Nt>&1^>fU04 zk|5qzZpU@f5(KG({PdpcaXn7?^n8dortCu6$C%9^_w#1)l(GV4S5gdd+e(I7kQh1D zYy^?z@6orjv%M(TgzL|r8ql9hk~In<1&$EEDUs4^JPC)XH!04Q_|zaYSwn?ip$e`}HJ@)1BAzYNHv+(S4_V zn|Ael6cK8m3+2$qo|10H{)xl41kf{%A_T!N1bPH(8@=hj>kgCzJ{kBQGO zVt0Xr`G9cb=7Bg&HqLk@FMrBw82^C3DOU>BFOWr*iZLbCbxtF#?~LWhT5Io#M%rg& z;mL2}9*R1=7o+zPIB|OLdoS1JSa$L=M5!ieK;0r;h9?4bAs!0<(7Q@hcVol7x8+N_52QfXg*8*?3Il%JSF?HXJzcRHS_3L<9@ zhPyfM`uY_Tn$TsYXr2A)kdo|eXHYTcjk0?5lN23SVt7`@g@+jnrKe}3C7=U;ij}HE zj8O%_f1G*RRFVxT>bV!7zn}Y2zEvee!O_;SY^IJrFa8C29EZOA?_z_0o%sKW4Op3& z{!1{-&ibFh@c$LnU}k0g4_JefZsLo6hRBc*|$%g>*xCqzwT{HUf%3~Yy1BPC+TC) zZ*G35O#ZK!31WoHe@@#d0;Hh+V;W!$`oCQa$OZ|Y?KvX@`12F%x}B((fdFa+Kj}lK zjr8nP?68eCvNzF0Cfo7zbCmOIE-2Q4T9;7Fy<{Z(!WeJ%8WUFRf)tvGTXaL!Z< z>cSEs}Rlu3w~)giuf}W%=XWBQ54+9bwkdR6tU5OHZ~J-bDwM$&M8! zPZyVurmLUQ*9-XY3EibZv~`!+n{&9#$@)zVO!Hd6o(nd}h%Qh4s_nDMLp@iK8OTnL zfnuVm0{=mx9|iy}JU@DJvRY#obNgl~hd-7b#3AVl7uPZ0hC+2+MS{SZb0$G1aA4LZ z>}nB`ehY~ERY+D+`G|X2EV8yc3K?CY}=ILm{m&ML$|fuO-|o zg6Pc_N|!MUFR#AK{q;UnH4mNQ{)O@80kiIR$X%ASbO-h}pM)*dQ3ShX zm-#JgAFTbj%V7Zz>b0`C2Ww%?J&1gv$T)P!%PD)NxPpIo(dmTY zPUiO3rSczLB*wok5w`IHGqUOA;|q;<))RJmAEeXv2zxg&6frGFe&excdpju##(@zJ z)>#H71b;|-JcnQN7?)$eX(^$4{(86l)2;cg8Aau9G3vzh#zh`;L17XGsaf-PUk<`Z%y9x+!c*^=A!sHLv}z0RU+i&5AU+Es+MB82v@v z?8EXH_ou&H?_ogbk8nK00^x2fTT}lWgoQ!-%c6T(b`^2a#w0>-*~Ymvwy#8hvRJx; zn)Z}g-d;JaW25$lLHbRThS5m`wHV(3pR$>BS_j5Zj%dA@*94TVV>vJU+SAT zrlm|Kj?tO4un|=9UrGhG#E6IToTGwvc>*^lo8{{d-Aun!*>yHi)A(b=nm6ZMb?%CB zr__$uKW{%&-h4)DX0}%*;8Mlt(uO8kWDTY+jIxN?xA&hCV!r5+7dDb^9muu^H_1AT zKo;RKhoXk}ur0GX98D%oGVJAmwR!O&`RNeelcH3CKNI# zNq>qV;pGU4zp_s=iWB?^Bp{?8i5$OL>1*-68b-}4B(-?{=8x^KdAi-9t?In3sa04# zJW4k%mg#@oN}f6D_OF@iMX$;QyM$KHu@mZXiI;#w!s_x*G{y#^d)r+mb=%JSS~IGX56c*%sx-n{-CIU)9;C5P-TVwxJJ}=gEg*h-OKS^>)|sAumRm|CY%3a`&;|<6u)@B&fQ~vz4eE=PsgI!Q4 zW4Ik6hcYrpIOFXsZ`K(so4sb_qw>R;dIJ<39-^^JoX{JH6w= zLNK@D|GW;ksTW+!uUg4_eMqo7cJx2csrhxIvzf*~2uTsB105N1$?X?P7u? zWjCnAQ##3$tiq?y`*V@G!2~pzGH1S3+$i`BE9$H6;0Ymms`%T&U>mS>%oH|^!Y z9#Z#a{&adF{oqV|HF0&Xv5C3o>#Baz9h*BW?(y zCYnk;6m`Gd?Ve-!cS6eRqWt&lIZXRQc)@3C)f0VD=7Q6Y_b77ZUmBku%s!v}^2Jph z&vb&H+{ycXW0yU?(Y{fU;P#0#5e<>n@eQo9{MD>-DL2?T1I)p89+_ob&}zk!SY1DKH#QctYucdxo|VnegjRVgyqa%%u_av}Newb! zvm3JhBH0uDw%s4udW_4Ve#L~DE!BF~`Yl2pY$egm^g^rUIEK(bOVVbR1F!k3&YpL6fs0UrI z9VP6>X8(h>uYjs!S=NRGNpL5)L$Hl(oB+XHf;++8-ID;p-5r7jcemhf8+Q-x?*Gow z-1pA?&$(;eH?Uy#bkFXYs_Lrl>Z-37yB*xuqce|^$T|)MWKo-?343v4s;xLY(dpBG z@1T0QzL;>b`R*Y4oXz{!G|k~I9d=&@mXNBbd;}o2G`OE^wG^unXoSvPjA&_lS(7St zB-a-|kA~)6(0=vQV3|V=ioD68G0rAH4ZK{Q8@mzKz~Q+^3RF9R9ubXqI)7y}qmgXE z;6y7)F*$RfmX+jS%6P-+ma6ib^*xv%G>YIA4-x-wNG!`O>|{nZ~0Wcz#wZd?{+Y zFKDR`U$`_dE<5`;P_ZcD7V=K@gyVB4cH_hSK79|Q>g!beMGpAp5ce@|`E*Dg(wdT`b;kx8)j>k;UEJ2cCbuwZ`&*XuTyT8I1zR z+^yO*o_m*AlO{nKR(=W+7Wm8nPiq9d*{RcqK0SF_+P8q;aWywOJ~F|2%IT zeHVn!r{dZ5yuOf9hQNwSj%xDS5)H5Fyqo%6G7zwVWd^i9 zGd@zZPz&2FE|9dItbs@rtfjm~23k*wD{m$wZ8eD;rcGvi-|`9@S05)03IMW{pR3?e zj7>};l^vonBV1%j^r|xEXw(;;mo0Q!8Q$UG+;D20vcu(n!N9B@wPZHXHBZ{OoTQ3R zZ%{8#V@8>Vv1yQ8*W&iao2#=$U9h@VPn4ezhA!B!jA=39a(1n34TptY zo}(D%Sg3VYbx?#=1clk`k?C88@^dfBC&VUUFa!pn^$f_955uw)6dlJ^0##ozL{7@! zt5!!N_6u!xyeu|-BuQ1wGLJz2ct_b?;O?zUPD-F9x*gXsY@*Xsb`a=IV^^t|=zNMN zQd2x!5?a7wA(Xc$9xtv>!E|!k7^=@bbF@Ua#X_PnS^p7dYUxd{v`WEgfx3v-E1B(* z?5tBsrC}3pfm$aAuQ5j<Xx*9?$z9NxYmI^}A$>MUi zD)k|RlTC` zc8}pjkfiJ{^48OWO*r3YPH;B3V!3f%eJQ4s!xNfDmB>!F9{fPa&tx+7h?B<2LhR^l zeARS`va?Tq;?&wcntB`(K~3_;>IwcHwzBqMy1s*_v&X_e5>7~W2Qc)x0Su*oaqqXb zEu8(S?QmD_)m^k(G>&edo-`i-M4*8AtgVhd|Dj?`;6%Q(eU!}da#1WCZ3m&Hz|}-A z`vQ>IiNPq4NUqZuppRLyvemkHss@*9kmfTFh&BWfElU$ANndi8V7j)g8D%vC^B)z<8jG9t?XLY9b~nhcr=i zn?nts6=W?wa!|a`pzf?}ccIn>b%6hy(x|O!DxMZA5oe1@K#L`yVuTX(eK>>gPJPRI za!M;3*r6cdrhMMIyxB;ZFJQl9B0U~^$pD2po|}aXo%is;Uu>)Md)1(sbRqqvRlm{j zRJ4AuKTNHvY*AS3d6|uP5d%{sucIqvNw@=XTS!<9 zhliQ9cTVM-l%kuGxZj6v^WjwZgC%;9%X4x$K<>raTDQfQ>EG9*pJd7ooQ20i z;6KJLwwg~iF&wv=dGnI)e!s78TqkHw&m^cQvY_v2T1v9GlU3!>e_RZdr3b?EB|Wz} z$+gR=VWk1qi-}I67HoF1c=aGuR+so3EH<){sys?|z}{<1t2EGVWc9&Kcbp*{9%lb) zG~QJ?;ocyAZfwkcOzt~x?qeNY{km*gek8NZ?(iUC0bRVK9Lc9SlCI;xC)P)lpwpT% zi#5vmr3S;W2Z`1$S~Lctdc)SS(F4c!fTX4=ssTX@a;?zR-Kfm5J3lyZ&&OUUGO1I^+RA! z`hex~zRH{<{Fxf<0W?mD#RvO?wfZF#(YtJSZt4_~e=ACfK_ zJ)S0{KOjAUNo?>1mm1Wk%Ormb-6>I3Ru`V?kxUW+v^NrtUDrjmlBIZj-ahS_biiG~ znJ4D#!GK6h>08r&W3#S|&Lra(Xdzz#g+0J}l;EUg=A2!MW9M;B3rcOh61GWB1bvh7 zZdYcr4RnDv^);$a7uH!s-|gj^-8o#{VNF%g5bdFw@`+vTQFAaR#J_(nKxAj ztM*n&A3wRUza%U@yusPtIm9Lg;bhhex>-Cr%)QCq^fxSJ7|^ab87iES$;(sBXr@Zl zxxwM~(D$Bw-l~TSbiE#7QoSMjJbr_ELpHB^|mY;>SFBy7=1 zbtzs2bp#D-jJC5~Vdn^S-)~ykOe$~`o)o^MT_JXrPxeILGi9io8;Dj*_3k|>k5JV7 z8;(1{EcV1u|D<%>hrpfYMb{o>81SHPm(AScgfz7&<(-qzW*%99u`e>jZVk@eN_wiqxu(gBThjsWQDnog(E5H&(LDRIj3Z6!g1tSxj$N;_%Mxb8#~_wzedAsAmd%TRwn-X zI~=7YX|v>~`08-6+Wg6|_-p#lEx!KQ;|d>x9ahPRMr_tf_ld%}n++e% zvm*dQ&RdOaAbdBY@fF5=)rS49e}z4)eVAC&QCICzvgibY9Xaxrl&HR66@gnP;&N(o zIM1T#ndsomR{u(~<+&8tXe&>PX5URjF2_aBoR%8KyFB?vzZG(G=@TtBw5}kbR*Y9=;XLza$iX6niXrPgqBywuvc13cRb#|E9j;Nd9p?bx z=DBRgx`+23jLIuz7pmKJ`}>~HGU9~6w=~QfWy47G6z}lK_E}dCAGtmXWgEwlg8}qK zAK*M59=un{X=rUC0bYaj*S+Ex^9>LpQmmppBt_~NSdL{vhx10+zP0tz4ADG*edbmp zUtud0k35aWX(tPb$YC3kvs0wuMc0LTt?v$c)kL}~jo&0|O4;%%26`{Eqk|lbc(I*h zbyjj_sGR)|p2Pfs?zpBwEE?2Vy$KW!mhpyY;v4yW37ZgexO8ZtUtoEJuA9D0@?WL3@H8lep&-WB@k{#P)veY+|!Y)JD!LGi;U&0yA z(+_%GETaYwp|+s7dD|Z59ITIS;2B<#h)xY9?pVW!T#9ZT3i@Fxz^oy%?B8E;t#KY8 ziB3M2?%0%2ce#)3byeY)$ra!)zJ+ft`Y~rpK$Nd)7+mrUe{Rt$?6#s0!`)lXUOb2V zrqv;X0^}N$un6g~cQxo~g{BLsDf5;2VC4*j) z@U&h;g0UJ!u!juUj{UsPxzX16S|Ji36=`v?ZY{$Qxaqz9ZTy}me5aUT%pC+wTJplT zswac1T7g2=O51ATxU?OyM?df*)^m{&^fmD6h_%)wd(N&%;$tm~hZs3rC;Zh~uY6uV zhxbz=x3vx=cH9VDq4NIIINFYGm+#g+KGm>x(ZXn>WQohHVc6m!jxUq%hJ3)e+(lWN z#P>mAfq)9nfdT>sd!|8tG)`Yp^f^W_WYZWo54^~AB&dlBj#~gqmTODQKrXOy&&mUkvj<0aC7&CCe&-t!&CjHbft~WL7*}H@xmKd6r{(Ww(Bq7$klMo;-+g ze=#{=`5d6=CuIp&!!T-fPT54q?KryfJ^$2tuR42~WvwBn^6*N_^dNg0uJGA3Psfr2f!%4! z{j7`^1C93mwQxDS`0hCL8qea`r%_2b9DfZKr|c_^idjh4gRHwO`>RZgi-@WFhm(U_ zhVEv_ky@7WBZT{IuS=uoRD4eou>UZIS(JTLz{i^*Oovub=R%=%TUm79)X`n`S-qI^ z0Nx^#&-zxt58=zB39aOp%$_F<-Mk>&DqKI@TtpKcdnu%I7hrw6dADeHHxf4Y#oB+g zE(n3MQqgEz(nDhA_Fy5w+LGFzE%lM+B$^9>0Sf7er==Z$N4XLAn$@U>a>hMJS|)G% zzTe=!>~jpb6p93{-5$ zo7#zV_)dk38QWMW8(zzcdXN;PF&)+KAbc8K$Q0a~nBf%S3KjBC2QR%Zr4a}|-5byQ zti77QSvV=<5RJ_**;AX)@aEo1mks=y#LM+&G;%~^?IGRObDQ7FO+9H>+qE2Y0ms(a z5t`#sZ^UfbyVl8I34t*m}i@vV6o=xqn zO{cDT!n`>WhY+_odx=}U8^=u6m~A|Sw(Sn;JC)4p5S~G8s2;~5m7he#J*|vU>&Gq> zS)aNNPP(TvG&55dkbh{}OM{WpUu3b9i$WTw0Lo z(wuutxi#(G>ix^?c}{-D^~iB%P5(5Lxu6FXGxRW-ZAm$&M^w1Wcp}t7f395b$llJT z2l%EZm=G!bJndlP3KTqjqQED!(*~dTaW4ob%Tnm5aedVKfDCNT&oiA2Y8G(MVJr^v zw>Sh9FJ=wy7l@XSTJ*e=K7@SMt7))D?}yjCLD1l9h$8 zl;4CiR5o31pn!<WnJCiK z+K*1T%d<~W^3;lUqrNp^ z^r$;Z^|tEs?PF2;*h454X|+dLl-6?Wu$&!|PEv8_iR-OjJ!v+hg=5}F!N~$toP8V* z8e$LdWSCWVwRkrj4|arJbeb(_5z?Wie-0reKOWz`HDa%(9Q?X?4N^%zH2Spdj!x@F z74Kz+I8%-}{-m9JSd4sZB2Vri+%*tsoqSib63*1|`2Ak4OBi3m-(Dng_-)LjaDan1 zt4k1ZAvomTxMr=igdpDmA!)nV{Mwu|v-}3^SoI>(RUU7fTG;s1U0^$J>jywAY05Re z)d?LAXsuT)owNW*vr=ou&jwO3h+uo~NKNSn^EWm#165I1e5u5}OdaaL{-i1=^*s(n zN8ipPjX+MY*DG+7V7?N~d*Yx-hHt=zw|(>iFUO0uTx@0~usG(5y%mw~Z1C9iEP3YG zb=pJkf&H5T=i|ct?cUXh6?_bqgei4UJRa7f5KdotAqEc;u%*uPbeSisOAk~c>x|VC zZIK#-abAie)1*Bu4PIArV;FLIc`vcE;x{;ib8R_mCP{HdEfR7I_A@2k$-$y3rH4}a z>kDglklp)grY|}kCUS`ml!K>1sbt-um7|h%*oKD275x2NYt(q3TjueK)LLt+-vH%| zriZo&fip*MLz?r8LcXvJhe&1{8~ew1`prmDzoB+Ryb_DQkYHddsg%>C0wVOPmelcx~0S>7&Y{wa-KIj@;FIsm5y8W zsP@!PgU$5xWEJwwF;CN{kkN@6#{(1Hw?G1jx3!zE=WEN4HWc1^zc}B2k%1_A`(EBW zp)fr2ks5`CW7e~^=(fJQ6P{@0IA=F*#JxKrk%l<;G5Ym<`|lr5!8zXmyd3f)CA43f$N4&0pY4Y0u4>!c?%;ducql1eNUK)wAN!BcHg=wW z6w8CT$yfC3 z;nyJMc&r_Y!O`@>$<(Pccy0TzV!P(eSZblP26OrHLJvI8j94QSX7HC?XnuZJT8RyN zwQfbnvmoAexMnwPIhJ1WX7~KQ=O!QATxJ&y?yY^F9?8giH7M!5RevQR zfQ8kxtZ6pVqR7x=&d&&bp#kZNQQ$K8h0INSuvsrDiytz+$2-V!{Sk8k0TGYG>lhlntKacHn&$gdG_m9 zsSHyDI%xO#o@{hBfbhL>%29ihTPzNU66q888!NeZj;mfL;=L~rpx~7D(P6(tNSJgu zw%6TAPw9P6#Z`Col+(*V)ohzlD&dxyuZQK;`FPgWFh;{IX|nY}fh+LA6m&{wY9w(u z;T-0rF};nrH?lcRp~T;A9o)>3!0FSXep9fY^gma^{rH(`%@w1(H1_@4 z8tyK?u_#b95T2y@ujJwU`eb#)R)=X0n%T0k>0D0!5=7p>S1l860}g!TwMDw0OA+I1 zkFBX@ND0K{gc_*!i_$F5MDFOPpnWl4O^d06D9c#Rj+!4VX9-G!kWZy%SZVq);ANE$ zBZkjsMQL@EnzkT?ewCkZL_W!4#=kD3Z4W8a8gYzT(6>+r+C4;+9%|p$TYoF+QO|UY*KaK~pRf}A{4vtA_Z9MV(QWy}Yc@B1}iv$#C=--S*b!NyY{a8~S=!Sn< zYPV1`l^ofQkEI{_*cMlzFV*_k&-!?wqg+#N*S6Q!HN?{tGvqe(%erYYUW+u6#)Ss0 zZ!nKjwi=Fmob<@*WE_#jh4?3DW=TpZ?gP`98$*K&f)tm#>_&;B!TeK^TZgV9oZd`# z7y`rj71}+pb*&Pq zHhMVs#_@g;g_Y9pirJNi2>W^(;8`sOXeOaf2rPqfw1~EMh7NP74v8$vXy^>B^Bgrk z4~Ii~bEUmHR%(ud^;SOC^XzfU!%BEELRG4CVMma_K>k;yszP0`DY6_$%fL)pF37MGd9%0nLY?}J`jt`{2a_K3H=k%)DuYp%WBCn zHr3j>M^+r~CiC7Axq?%o<~v=MQs=KJ6n)B$R_{Movm@J$#}+gd#6=Q)Mvt#Th-Doi z(&a{%JsU^M$-ki=cb{rr^=JVa&}h6BRJwcA;AS2&QC!5`yDU`PC5rk0Ky)Y=#lmf} z6RA~on9q<*aGS}ErCq3IW?q`)7>a?Sk7txy}4}8M1BMCYfsA* ziBrZp=>tnFhD%&*?VgLvPTg=d%%LOexzjSBW&uNzEUt*R*tG&m1?3{1Xs%& z+?FlvJTJ44A4(eCA@c309=+LO8EvQ_WStG>BUlELFBC9KB+z2Ri1Z|-FZ-T1ZQ@HS z*J0iBq*PH{EKB7cNdtPGhux-P-97fAD!s4y0Hb!-QoQJ$G$w|NT|70kv$_*&S*%?; zet&(MOQI#_No31V!7`dJpkY!rFsl7h-ZEoG%uYX)nNe=9kA0$&-fw3tZ+!dW<_9=ry` zUoW#wbV;F8SQ&?CMTw1&2sQXi)>e7x*>0b2a8!wj#>S339*!=M@UZC+NxQ}VvW^ff zP1d;f85+1cAdA0h#n-l|tWL>*XoE`1^Fgtm#Jk?lvYHya?bIaOHRgDNY151+PE;(P zp3PwKF>M}`Ma9HW;*6F$+JRZq%;IE%7W2o%Za94Ugm$b^DET`=PJ!ISXA85dHZ6t9 zscHB`cnkw21oyhk^z2k)b(mVXEE1qnKbYDS94`&J2Fp>uR6aYC6gn#V=sb*_8hPNn zH;SA0gvWWDX14nrFPC=z7I{Gms%b8imS_OgQ+?Xfuhztyl@PYaFK^mG=6+PINK|9I zv~YakbKoikQFUDNY)!!ef@=lcfs^S`(&QUE8W7I!p5W_WJ;8XMQ);F`=cAwA4dU48 z4YbBBmLSyXq)TS|7cAqI&6m@-2b_f2^UL^7u-R)r4Adw4b*0 z)4l3gpcItbK-dL4E~UI?JD2vitDNdNdC8k4?OCEm9G)iq0?r}iH?g|ezP~~F@W}Hx zFJdtsB|IO$dE#!k6-I`1Utsmk6SqxEy_>yMT{et9;fG&*VBz^R_vQWkv!rik%iN-m z<5C|h^m{5+$B1JI=HpV4a+bMe_~T)?luY0ejX2S-(Fb~K_|Y#PP@8QlLRk2*DL_0H zL<9^4o1@fQXZZO31!PaMkM=yxzed15n)S*!Z~fsZHR~x6@i6VbF7K^o!Bl1ms}FYg zT&CA=!=l}8Tz0m+2aa~|@D#FapMLW+x@F@yu>x$+UD88Ov)W_dLfh#N(}^3xre=}H zbaR$7KGC$#qX$v<_m7yVKfjS^a5t4h8Lu-@x9BfQp2edM=yk1ZoU&^)>fYGoSSiJN zK}s~J+qj6+f;}8bQ|nSrUs{m|g~`y;zSpdtbhY$hXmYh3sub#ss&%hb37BA&t%uGPMLqvmUi#KsB06o5W4Mz#ks<;4iBorJ&flq&Ncu173!Rzhsw! zIHjGGk{9E#CAjS)IUO(9y}=uQSR1Wt`V6FZ*vq%yBnEAkA-&m5P6 z^lEylnQ!N$HMUt^;}I4F@1pgKDm(6<4Qs^;w!(8*!3fz!OusjA@IGk}YJiUsyQ%`) z0gRfrTEkw&^N@U5I|n_haonVe#0HKVS3j$WQzg@u;Nh&-BLD=*JC;_mq8>J{0pv8$?8o<&+;vvlWiV(l`pM zeb(=SriUO4>bVRLSB53RG%#MKbv@Rz=&-^6AeQbO2Z*K2TLPHvKh*diNKajdf%+8u z(xnz^jM}}VYvK(1EOiZ7q)bd38nXua zyE$?hIJqTjVtcG~IdZ;8*TL7EPnh;6+{n$#$v=$6rqwEa&z&xY+|2Ib;8w!xIeJnN z!!RwC8+sKEUjYIh@!_fi-{Ykw%AmH#@M$osIvLNKPZVhMhwMkCu?9;XgKH~?b{C&u zv)-unPfS#Wq_hX6C=dkIK(oYDhxej#4PgWXiCjtJSr>xVv%ahWcSUNL4pf<%**7zP z6X8;@2%G;9VZ>UK{a(g*yDAq^J(7aiWIwuhEPX~lPOK5tyNhMIr-!Tb$vb>*F2{|d zKJTzU%nO(=;qt9Xs`vR6OShIx`_^7~UU7SXk6&F0#io?Plf5dX~uzM>tiX zN#pgtRn^GW%;MjjDh#JToGK*wQ14AF9?!;dmPNsnmoirN`i%01;eHX)r)8Bl+{%SJ zHqQE1*M_n3LVQY4`x_OPfl8rmb{4EVUd2+#Y_C)Eh%=GH1Y^<-bH&d2JZ5WuI)93)IKxwvAKiT#5Oo~$o5Dj2PwLv?Q;DlH)rL%bVH8m z)_e;{MB#%hdtVtKu91iB-A1dsNN`uSR{9}bn6dowI@CK{#r!X2qZzTlkLg$g8D@AU zb;3l5p99f4gFD67b4Wm_HQ{0L6`L96qt;2X;vUzo(;2DW1;-8s8A?CYhq2e6>ci2w zHSHG%2cq6Ck+y~ha`>|k$sOs|nFuhYE(`BpiJG2Q@*Cc@1zk1RpwGelIwUZ(84~8w zh*PnXjg5;UkIgmMU`Hy&bBxA3m-TM=3{Fe1LSr8hz`2il>9d;EgEs_#ftyEGZ&K+( zwD@&w4H4hYioFvBYCF=ngK31{x?Jn2iRxtBZ7cy2gFYsA4pqu|QJ2I9f69m*t08J~ zDGf@VX8YBo0{qPZpg;2@R*t|kDjSM>QJ+E?vR`X}b0-X+lM>XSy=LY3b9(+L@HYFo z%Fjs>I#E$kC0sAREx-7)76inpoM9W4Qlpr zOx9wgqB}5tDd>|}MjYAMv^YSUv=PvZHbS4w0$>AKvJn6IpdNh#(XO88bLUc4_~76t zv|SgKC~|AkHDR96K(H?twlw;?8QD?rvqm1FZ+n)pc(-WDWIj=EtT0=Rq!oc3VKz@} zQK+8ri76w*N~^YuU*=ff9R$6-p*m!(8z`=!@Crl+zw+ z1ltkw{ZPbeWZ`2mc-z{yEvDZsj2uqXQxn3|0oxSB0jnD|K&ZUpKE3d#XIa z+M%1=vkX4eaL=cqRz{1Ch*FYEP8Y+0`-wd|;4scSkTht``_weHM;2JorBGbq!&_fN zc4BXMZRu=$9WmN|$E2e(Q$lmzOs!G;^2ok}gQfHqnUjn5(S~?a5SLIuO?+W(VB_L4 zCJWN9Bn-RzefD=r$LDYlXC|?N^vvlz(ReT$!8df2kAd9h>bl!9xP@WMhgY8-mpC`W~b0!NnnbRwtrR!a#P9{h@xqySWwn?8 zg^1~w6ShRZIUB&N`M>~(OjC=gS_JQ@DUWp9EbPYbSdoTuYaA#TPLP z-O@s}iPEZ4uF=QoxGAC|?5lYzXSE$lkEs7uA}V}=5(NqG`q{nPcGlA>I(#xFelnVL zUo_zyfG1eY_A@@-h)mheY;V9OuQw@A!DDh)E=+NuEZVT5$0?JhRs7?~g|tv~hJ~_R zxmfS9p>9`EM#?p<>so{QqmpW~1SJT1(0yQOx8+_bKoBuKO>V1*c~a#~M5Ec-^XSOi zj|q^f)#9efXxOL{DGcF`_Z&@$DAR}Dh3)f+VTFTt*S9W16=i09w$*kYaEw~J{~`c( z+!W63r>v=Czlp`v#j`oV?8@lQ`3G=pd^=F!#P7K7f#H~FaH&RT3+W1lsFI*xgBVWI z*_3Spyx3i|#egBoK#Garq~hN`lRl9=_(BrH{MI(|aOR8-C1gHojscGzgW-Y(fd^!? z9D4pba(JaM$)8e0{U}OY3X&{F{IoilLwOa>>v5jG{t6S$`N}5OZMIcR2eW|rSQa(> zrfyVwqq~A&dNZptJ8G|dU8ed5rMQ0Y6Hizd`z&*H8z!(Il@ zH0~b5CvUQ7_y?@0^y*o|9^pSol|yq zYUh(YnPElIsfUDV+T)znjt(ArJgPWeDVY3NEmS`%V(?;BFkx>f;rt|lcY}I~7N-B_ zGi~+(q}1eDZyrG+ggl=;&OPP*BF7{p%PX+k>2|@~=-}eEh!?UADVz3fyxW6919$eQuS9bA7qrJ0 zS5JP?__RMBnD0B5#|C+jrCu_s!q7X}7ll}U!US~h66V8y4exPpH6iQ)oSBQLYDNVk zz%1`f9V%VNkfyGVe%~ZWX*{d5Z+fFxbj4XkX!JFdAXT}wkzS<9Z2_qH!c9PoW_Prnra&?x7?{$+auu#1$16&c?O_M$5bw!dCH>z zbp*W}x#5&aX;!VzbdJ|NsTja-Tm%Lvd>62z7IORQHuGM~T3RHQ@F!cvY*L&(AEV~l z+;g*A=k8kD=~cubNPIgd>M_o+d=xkD?KFYq$?e+>Rw{`(%z`>=3IgAjhC^?r;_OVu zcS_Ot@;hw$Mpm19RAvl2z#HY{bnnkVxtCV;)su0xGUMy&Jb$ ztRMFC8uL8cm2AYb(g!NaqA-zB$cry9e}M^KqrDnkxqguJZ`FnR&{Z zJ6a_vq7h&c&<>Q~r~(t>lJd3tV18C4V0pmVZdW?ULkPG2-^H{4Ub!Symj4%RKhqyRKXGL8%*4iGP{YR&b6g%L4?8-5 z=&n`BpG4rtaD|(@i5$?Go7NHiW!fg(L9O(hM!_hrPR8g}MCnw39Vr3Q8NRj{`Qnua zG<;9oSsx=PdiRqb&(kVN!OMHkO=#9Mm01LFHnPD(%5MhbO_cH+1G%=Nx6p0iQD!ku zEa;x~=LSjvRE>vx&_`)Sx*Q!u`84C;1uNGB0?hLg)-sbAC^iwZvHeQeAh|suF z6se)jH4hc?efD#2wgRO3Fr?~Mhmx~g?&;c8sn3iAb!#eEATsM4iGQcepcAvV$GNT>%!C6O2PPx z-=EHA_9wFr@wZEF|4|zC?`?p;w*3k6)q+pxUuCubl4t%StDT9JgX5>P_FwYIe_a13 zV155Qt)2ZBn7DtI*8U%X^}W!^_~V8D&rVzrL-hX|DDRi|`h|?lOn(B00a^YU8vvZG z{~P3?h_#(19D{&>wTlKZGb!K z8&z%QZFJq!hE&WXyB)9FX#5Cbpm7ufn=tmd4kh<$Jd}J%tOOO9_BJ#F0y3jl6^{~+ zS8S0lE)H?9T2l^KIX9}ej zG2qg`#hFB|K@Iizz&`h zYUED5m6E)4;#YkeJI2NeNUsT}(!cYd*%xm*pQ$uM;~Aiw9rrRg=c*djj%RCsq?>qP zICb^ZTz@#Yg+ak`WB;q(0%ZM@p@RIxi~v?RVq#(jecfM9!36#T>=O8Iz%Kuq^-LV> z05(=I>si1vaAp=_AQLBmg^}Y2oCAP^nf1TQdX~Ruy_P(uT^Hkv15dbJj1X17;jBbH z>ZrR~{&GJrc~`>rCTL$62?#aO;iD^x#`iOIJ`q`??ID>-b(!^)RvZ)WKe2QXLS;Ws z<~p`fJP712fVQD)TC$INIT-A&+*zU5JKLA0nTB7m-TjTyM8J=#3=OGvoFrebGw~bz z8Fvo|$4ik#Bn(YlasyY6&4gv&z%b?uRje`!?6UaKo}vgYzVRn?x9E=5+Eg`CP$^uD z(9z8HkS{FSQ_>8ZC-GJ|rr_Fp9)2E|wAao(VQ#WB104A7TH!(JTl5u|T9mt_gvpMK z&Tyw!8Q(8TkD=4Cn|Moz?o-_U5&#qU6ZGHTF#HE#$6qMSzh*cP$Oz!z-~jh+HZbFv ziGe^S0FV>>nVA#7#PMJ4>tL<^7qFcF($$3nn_qsALx8!HI*~?+if?Lt3DqV*Ab>(& zW$UR=(ZlNe>}A|X45BL$Y~SV}&NL4Fx{f-`V52BZ^hD}HqwI+~M0!K%}$%p}2(ehkup=J6d zqzOx3vLJEh4S!H;Sgg~FJesuQPy@Ku)rBBf`@SHmdc5fcUG=(4Us)8xN&HS#^^Ol3 z;dngU{D4B+JDeGlOza1U>`{Wqza;TbI6i+%;{V95Gchp&7{TMI-|adx3lrdnT>hWf zb+*5!u{@I<6w`~n2e@hKS7Zp?N3)4iK^sq&$Hga0)C8`O-BOvc*cV7hc$MPG%I8Jik zy6K)&oXREbzbtK^5z zT?S}T`E(oLS{=Zc2msDP-j3T?m!Kv?%@L#Xk&jVAib8)W@0IL|dug`VG)dMV!<*k=%YhJmif(M$%T4$jS)6))VvcX5qw0_$j<%nw!;M zvi=`ib(a6kstX&eQF#)_%>mq{$BN5^@=7_cRrR`5PC3-lrDNGBx3qis_+b$vX)J8V2mUr*| zQ_Jg-pqc$8E&r#%{QqhB|Hx!Av9kb}*?(v%@Nk$7JOE|~uyX!T`fR`SrvKvT_@8Kb z7WQc%D^UI?EziO}S;DYX)mY3@y@skVu@8t@10+e8 z=oq5E&`lUh4u3093QLV-N&7%-0hlclW%lFiT`)t6%Xw`i?+joiF*Q8;Y#q_Ar4i8y z!iAX#jh>(7>~&_V&Zg7tEs%AJAq$UPzc#WH?gCQq1rK>;YXcp-$#`;H0P#HEdN2Rw-)3GU7u* z^76ln7mWxJS#>7xwvBHxF?4cNJlX{n7SLcF2*avQp8@82nYVo8wBx#;Y4qjzuM!5G zMNFW*Ybz^>*j-gS_fe(fcYl@o87IH$jxSVpthaK5k;br?Wh#W@bHt z9m|YwD1D8tpeR%O=aZGZHC~H?u9ci~e>5cy45lK*+S8znI?!z`5I5Avr z=FDh=g6TPZ!TX@OgQ$37wZBxp6`6~ol-v;Ersj(N zZ(9-w2`c`!A;IrL#LC9V$xi$`W*^57F_S0$6Dj{`=4k~2MM6Ye1OgHg5<(RG1MxHu zAqesO*|Q(N-~$T$3;hBb8VU*;4i*;X1p*ub0z4c%JR%Yr3L+9J5D8z6A0)_#PV&|DfP{GV{Kw<|aX`a7hk|_u`2t*u11|V+{80u00r?F422XPk2+zScqC7_dU%6k! zwy9oUw=e%bIlO;Y zTPf*rWMN&nl%p88TOqVN%Qyg^WZqW1yB<`4n~E;?MRv|AspZouXBws4E0;(77^i;Fx~9l`;cK>IE(Wm55Gj3PR^ zbQ!Di)5&-0Ms7}ve9t{Dv@;zZK?=JC=NIV07IpYx5>F6~RKN?0MoTZUBKvg~Z2p48 zj0Qx-p-+=&!ku%OLqt448hfHtHd~kMoJ$yDpyf1e&$pi_|1YQI(}zj+sm>Z-ADTHW zgWB+zOnndj)68G{6@u*oDh~0-$-g@! zzQRNdD%=$ttGC2Um-eJm_v!(mTWVM>>@Stp0CMKVpE@=^b^$pQST`P$ z=4#DOFzes@NXypL`+ZN=LKfPp0E4=S!hDVHL!q=0`S9;r`)AkTrBbl7ruaBz)f}?r zOW*q@>$u&$Lp^dfqpT%1%pw&ve&ZLx757@WJ^tF{U~fNC0p)S1IWz$1tgTGX`rU~Q zi|_C;A03eo67uaoYw+LJg7l2a^h_x!cbu7OV1r8|@3Qc@?gFtjZaO;^au8TgB0ihl z$6pgz)2=+5SZF6ZkR6_2=~HtHsP)VxJ1D(BDH3-Z(zKbnN|{k@%vr>@IR!nGR~>m z9`u3X5cH+1#T?^pxj~uSv8Gt3VV7r{8)c?*9>%6Mw|yn1tcvrips5K5I1Ap{>PpN! zW0A?+RqfzXi7qTIWsg7G-ANgKAD_CVd>REk70Vp4s1svFKp-^6vt!W1puUw*rXm)# z8O&xx9fi{@nCj;H=C=;@51$uY?RowgE#~{}sFdUa{L>-vB=IK*Mx4#C@RId;7_t(XU#ny?pU2?F@yjH{+AN~pzjNn}$_hyXEKcNC28(~?GS@-mI? zv$5OTGV=_?icW6fYcXe$wlZMH=cTbA!V!Bj9Xr)27c=7uH^Rz&49q`h-?< zGr#d6z>=!$OXx$VX9IwxFjHqQ;dOGhj6)@z5ubL?i?e5|DJ6T^xt;hM6{B;HX02wE zc+&55z)XY=tG6g1;+m$2C0A>p?%GE|H_f*grFYjSyf-&J@c2rL0UhEy(V+Onx;y0{ zb`dARRN%uu7m9(r!e$&OdspT8*?vzj>08gH`=rg#RP%p-+kaRxJJm9V zObj_uZ>`Qrn~$V%sQk9nwPrCo!rT$AvpV*0K-1nh+X_FLL97phPPvs;*nwm1xqz8w z{+`42>Bqy7^8z-C-W2vBpA;_Z|3}(eK(!q;`=UtkLJP&M6f4Ck?zFfBcXtROxECu{ zq)3qf!QCyvy~QQC1qv+=!CG9~%X#nJckf!?Ip2{lD{Ez~nJqK>zw_U-=ePGv#7@;8 zy+W&=d(pFEd(pT8)Bv@``vX0t71Q+z$@6%Uh^0mP;~N$1`HnZL3n=I`f=+lomF*xs zvaH=yRDT{7Fpco35!=@BS&Xenh-}P8%xpkP5_Y3&70$Jb3hLai^zqZ)Gk#$w_fvD#khNavmvXd?26fqSnl}_xoZ0+hc`dC^+~s(555_y zMR_>7bKAfr&I2i;FBY)6lYtwy?tn;b^->W5jc#0#I+#y4zx1lWhr)IQ@ zr}%ahzHEU}vLQwxl^7Q4&22I_VTh82jM^>>HgfuqWD-t+w1_)wGvIm7D=p-qjbM44 z)jQ+L0AIF^mlCyXQ;FU0(pDdGP_c2p+4v0~i0fxF@$c={L=ueon9cDxPZ$3f6~+FM zkYp`ydmWtA>YRtm=9WGn+^EfR`5GTGKgc_kP=Cxq=ox4BQV93_({i&FoF~#V~T#8)H7u(nU1kT{ejfckn3$Q>TZz#~0liKRB`5$isXWz{;-38AXtz+rU(%8${XdsPFA3L1zxFa1Pg8)f`f zl=8ZRxLw&uF6!VkaFPx`-jP8rfA%JqlYO;P$RCk3m#sSaSc|-2BtK0$ z>~X;z!2D`g&WkzsKmKb-{)X=^c$4qsSDiV$>2!%2y?E(cZI^LmSsLjbE( zV(F}@itLWeXULrF7i=NoINL4jOGO+-`&8yq9f3kuAm_zLt2!*G5T_x>y5&+;#NqQM zz57CSg=RSSA<%g$pit#~yYd6u91KQQ;(9+#KAiEz@&=6+CKH3lzR%gAhcU5T8^`UG zpZgm(?g>St;pzOqCsNAnR!=_X8(s2ovI71(TCRrru(6GHPWx%!`@-Cmac#_8nFu(kdSN6D7O-=Du9l?Y*pHB+^9=ltuwgbDpZLNtENf1 zWm%)Jc$J{@UStJQ>Bn;T92(PAMn_R9+??mjJRu4@tBl+DkL4y3*q<4Jv zj*h*}kd6mOoE-n!#I_vc2$jHj5t?y9b$&o9_UG+c!(_}XN0V;%j^(`cD^0qW?-Sx5 zco-+Gb`E&j8@~oe)lfKDx5xP)UKzLwz?5uehhekcJS;!9U#w5@X<<#iZ%%~sR(5R` zlia;9RBcLsXSeB_!_uU2W@jeoRNzs1C-I*z3k1cxlGEzp@BE;sh9)yrp1bdP%jWx( z5~{$+DZS&9VS(8qO|PwmuU3VF6nNdb;w;oX*-3dd@9E6zjFve?eqP}Dbpgt=rl$H0 zcW#acAWkjS1eTMy@q9A>dEfu61bM}>bZXm_?>TEbb}1!6mgx_vIj%XQ)=cN5cKj9- zAiehdB)@Cz)*ZgmyxJE7ntNC<&Co*|LkA-(44bdUDKU!SlSux=q zpblLqvOWB*_PJpM`QCL;<^R~_|AG+8cd)@U2bmx04x5E%$U1^GliZNpMQ%@U=6LeJ z&pWqDA`^QgV0CYfr2A?^sPo`I-r4?lgm`*K;n*K`_eLKgt1yWw_%k-lVn-uV|B_p4 z+c)^3hBOgooL13R0eX|m?REVt3kplkZR8R4qFgFx?$-767}wFJpW&0_ZY=qWHa(d` zL|e&;#IKrf{1=5|W;uA08rRuhmt&gL-@TY%C550 z2!H9nGeG}P7Q@9lL-jGp$1|=t?PmjqTL;~QqK5HHE6EiP@chBvAsQ-Jpc$|g%y^`= zm@MQ?jpwmcI9%Nld!K4^7cS|vRB4+vP{5#I?ij+-VO6!uY0g;0+3+wOk>*x5uFEIz zFaCkJweOd52=Y$As;?kTH3pfrW*fqsf-I)Kl>v(S(Yqmd@v+w#S(WRm57Gu0$Od^E z*k80);~w^F44~E#JdtODkX69A`Vh!U`Gc=GkILN6o%|#jlN%gl&_&%`*$I_{`*)(WxWw?=9+-ExnCfNhH9PAURHH)tkF%T2 zM$heX=rNs|cogHy4pi0KWFvUmAhVW%2)xgS#P#j(?cPjl!Su#%lz>GZWn zLIkTT!1bQ1Z@0@{yx@7avb!9R9-=p#z2drDHVQM|6H%3;mnO5UP?uQ`b^NC){sWWZ zUNA7~KGj9rJWd*uGkfcGRhAl&^b^vkTBE>W1y{X}@ASC8ndrJ~w@sXQ$0P~DioJx~ zc18oE7GOh{JuwcQihIR7&4zg370pcNl;v7K$WVH=8c9Y|A?gD?+j&k#rBYpKOGc*V zp!Arl?p5 zm&c|pCRY3TYy^ycBeRsB05{~8bn2LW@%Xxig{%=l;e@`U9Hxu@&%xU?9*a@tVpHN!WDS5I;pNS~zsH>dFbug#OWH^Io=CyfZtZ|Ah67VeHK z#ZBCXs5b#D_E_X?V)!E~!V+AwM{H&nDBR`~Epn4?-8j4W&x*1Og>e&U0J{$BWFGVK zJiD#~?RnSVI&y~tZ|qv;Wm?*}?ND4S_*5r5KpUxLaRx>}H-mh>>%KwjNFgmDG zWw7j14|>)NsO#S1l?f(K?xqx$>KGKESkHK*QvVn6Px{MFTs9(zgt6S}wXe zMooA~p1i63e(DtZSWlU_I-}14S&Ceg61w=`4gcdW#zZy$He6qIVg9woR|!b8gt7Y9 zI!!d@B45)h;VL7WW9L6&-=P_&=R=uoLz0?q;!(nx?BnaCuE#XV3?C znh-#%^YwG#o&UEBuQfYvH4V=!cNL7kXfhDSfT7nb>M5t6ia*R;ZJ0Mrx>?qyu#7H% z)pUf<0usgU@XdVL{=`tyE&=_Dj?0vXCcAhv3kLi+|5WBCZ*F9E!^DCQrbw~MSRMm2 zAT%$D(w-^)GOS$rGLYQDLyT_W;?=nm9EW&-+%jitdpUb^Q91kEk~evYIH}({9*oPD z6U`6U0zhD$NAH(fA077O=xK76_cV_-BqlWf9|z_CqqN!1Bnt^LxbRKIWr>J-AzpuaE%hY{ZWwSHN9TW{?5Onn0LO9e`@}`z zW5NO)Px8NL=31g~o4K^)-&MOORnP2dym#nCL(%Zc%^^CMg15xOp-p-&k=*loUCi8w zSmx5})fvcd^>zak$iy)97H+Jo#WP%cMhh%P2wb_0I)7>Znh?I7*shc zvF+EjttM@qC!GuzQ@_rPG6dfHKW#sowq*vxssX)52hYhGTq{gQ%{E#b;e_OOvIsc% zNEWJd?Q^gdQe7fwSr^K4P88)imWn-++vZ#WiHSGzDA-W7jH@$olKBru5j}m*2aWcA-w$?=7U9>Ol+Jt=R( zebI6G!mqAx(Fm|Y%8=t_Z;{p&gwy3ICgS2}Li+dL^Jg-nj9E2{i_O;A+noK$iP%pt ziIdy7yeEsm^OX3LZ>WM)qSE5b+&~&Zu_0B2RXWg(u4(@N%Y?i8^&jerh9-Q@BSafm z8$vJ}$RoJAZ!#ePvZ?Hw$le#N`mw)v2SFU1eFH58lU9Cn)Wm<&0L3dnyjDR?7a+-h3 z04tHPl@)SMoPEaGV9Gy|BH74)QmC@d&!a=KEy{~5>4Wq!dE=>0A2#zxKKL^=8gmG3 zS?9Kwkj9=F)iLYGi6-lQ-T&1x6mS1+jE26lV5OyRlh25*YR`G|qfM1&l|ZAxrqo|F z0)VAYunT-ymF{qoZFfgB<*%bTMBYvPXZ@nn-m;^7)n2kd@R8SFfa%)Jaoa z?YICMukDHzYq)~-;r`dgV6rSgl|V*J<7M4htntG2_)^AB#jaR?@Qt&9d{gK9>SxT8 zyD1W(=v4eMqrOvPQl`-cqI3$w$j+2k)NCfAxd1LhD8OFPv3|%J`8}){zW_KX4Ns0Ivl^r?1xjT?aBF;>K>H zUCf^O=OC#mZcJDOBXS=2;mLabe4`?NoMe-$BO4ccmBz;$8qHwZt|BIvU0lO99XQSu z(#+eU|HHw|bma~@YXpLLQOj!YCZK-lBW(N6bay4`tY_K5_hxstD#xbG>0J(g1DV9eU$4;c>wppld6@2XruHP4J1d6`?(O&5XkHgPeb# z5hrljBN>xt{J9DS_&z4@dkfb>NtZ3U< z1&Tyw_uu0c*fqFkI<}Et-Po=*84#A!%Uncb&2)7}GS35Q&?7{&&z^afooMZOt?#St zc*n`#XFUu^y>G}ZM;gj6P4x?uiA2BwdmT$WX=_b!9xmJ!YSUbs-mKd=XHxulpbNUf z%SmlFUlluIsiOtPOjHo|jZ3A^>f0g2Qo;<7lQU-;S&yo<{ydKqa6o-Vr$H;Vq3(Cx zZ-=saXR?X59u*t6lY6vZL3HONw;Rqy4>U<>-!~Nuk2yiQgXLf%a>cT2xY?iJmp7&wi?|3l%JZk(9v#6GRfyUZs0=gGm-*O0$x_xOs|M9inU zdbCY1pWAY66MdW#i<>;f%&=ZUoO25eF`qJul}F{7!XrJc@?t88T7of zRrD9VMPGcvDdisUC_14nifi{KvM~!QDV*@0uzqX$P-OpFe^MV*e?-+BC*%g@OiQB` zV}XyGHi@$F0voGg)7k6@s<&BsgLsM=WZ6OS7-(CDwR`X)ck-W1)W?km0!CBt$AP5* zl(J29)c(4A_Eu2tvsjkz^{BgX-!F!&KdvFoSpqZhEMlo1b0)2+n(B!2*tH zaAE>IgbWZ|l&9|sW9dj`A(>vVlv&_*`eCgm4|P=1UC!z)@4IaS-_^2xCn?u4=PdWZ zrJ^6OvlR|hAx*X}XxfMp7EePUxlMPaMYplL6nGD&Y*-4n6jl3QbQt(V@B0-5t?a!` zfyl+S*~vvEM(X=M?OpajJR_T8B{?KNQ9vln8h5MeO_{zGkA=3#_Hj&n*ZJ^b%I7P6xWF4c^SmF{AqZu zAv)RHj0;cd>-`G-Ury9cYyu|xk10NcoNv6>H?xN*)H`+BV>B5>x2Kwe`8aATvHWfg z|A-b?6<d!-{Q)9G#5s~E%g{XHh*a^Xnwa% zvVR^VUM*Ef9GTV5m%_C^9a{f|cw!Nwq8pLrPUk59Iv`rNS*j^zDf4Pa$4d=)G;Mcg zY);0biEA_E5|4vj*xs^$)+jf_k^U}qqW3W4Vmnr{OuS0=WiT=22X=0=^!}v~0|L?T zCrZ4%n7Lp32F{M%M{VmkAnIIM_EDVQ$T=Vbl~#t>_at(Y>0gW*5nSf-TtZryVlML= zzg0C@S+k?Ba_2W5IvxYzodOBixmUY&jOwm}I^->Vnu5upx3er+yPhqsj>Y3LM|^t; zOgvFG%bEi=GRo_)BUe?TeY><}%qL|9k=|psPpG5J^v=g&WBZwUZOiFr-(E7j%XA(E z;0#mbhA*elf&zobetn}|Q7Wugj#9m5pjt8+X1jbL96nc}YLnMoN&DSlj6#EE$cD1n z^WBiRTI9q05DP=D*dv4 z=Ut_((z8Yz=A=P~On}NEzoMW%1=3o-QCIAtV(tO+cV=|;xV*hhIN8`_WSh+M6nQn{ zUOeEnv9-;nbm)M`;m5KOl z9#gOM@T4?DCM>|(jMVEJ%=DE?w?R{_G)McWFdK(WhLVt55hCE;>o3~VJ_Y`8P83TZJlE;Sa`@$P@G7R;rtS^kdReHVMS*?P(`6 z{(}i4P5L!YEUD?3zQ4xS?5yj!%>c_sP|}fdKSmf`QXc4b*~%ImOV(mrDc`SWOml%& zFEY?rxB5uGuic;fnP*EzaL6r2a{iN6tigKi{1rFo4?(*(LrL3kQJGBBqEEbz-Fm|= z-}XaCw-LSNceBV7Szclz`_Eqh+(UNtnzrFg7ekq>ju;`m8h0z7k4tPYiT z+~qwIa9{L#RNrabY1g6ZZ!l{LrODfK1Lb0;+Bl`57eU!~&pc%$no2JpaME(?K3iR? zfI_(mEL#iAvOyk%L>dGn$+uri1{RlNu`mJIXAGC zHfu(xHIh#vM{S?E;L&)$5Z*_jAI_(8L#XZ%=g*5wKS=s!N@<23+gqR8l(roZSpQEqMIxma+en@FP-MB%eF%3)VSvugI#h#vRc?+P$)<-GIk?fLb6 z`^V`D05n~B;nbk=`1~Y3v$NS_<9u$2++%sn0SjXn%_<yh`mtHut5i+d|)Iv3K!Ld#}#+l3TBby7iw6 zQT%RI6kZ%Nq-1Pfbe_=k6Gqc*X_Z6ciND^ZD+H1=zeYlayrF zHC?HB<)X8)-613AA=!25*z#$=M!vgd(xIVC(0w4gyB+!U-4>ag*tA8pg<#EHL|b=oiY6mIr+Th>s+5?h%94?2c;Q;6(dhMdnPc`oG^WU!fsrd5@>0Ca zQ*oQ5hs5*Ma|3A!JEEelJpLR$`S_asu>2CUc?J0Q{p}}OC!8$EU5#?aGZj$kpP3>Z z#mw^gm7>%V@9HT*vB(tzPwNaR^@{qixOOL|%NrzzdelbYFaOjuFZvI-G6buFo4TS! z2oxP{xqJjaMeUb{hykwHHq-=ejaZK0&)1{+t`2AO>POaS-cx;MPNwg#&_Cd zIE|1>rExkmg=^{Eu%u^WRf85U;7(b&c|MwM5Y?yAcjzoc(U=r`v+HUN5cYtIz4U8q zPd_?f$22TQ3i689HH|NRYoZi9`xC~QjlmN148MjYx;*SWMgOAJv3c*m z<7&5E#O|UB68e^tjpUze(NwN8o1zQpX~Q#z=SToT=dTW&n{gU7eQpjDLtwKtSRF?~@c80&{^h&j0s#w}g+;JE z*yu8c>)jrXR#O7Eqf`960F7bAZ-iE3cszF7QF9Zl6%hT)wG4aGdrU%UCI-=?x%AQ1 zxbBGwZ+o71!7|*+fideUUw@wZrV^w_j2ZaRjBZzR15n-V`(lmp<0RNFZ6`QmYU6Gp ze-4F{;?A|G<-jk4?hxbTH zm+2XjkOgoAE$nGgW8iI`b%e!rnBv%Bb}0SXl$$GWJIjyE#5Mu-sH7j8@il?Nc|c$D zI$4tiTSeq61XzSS5Gc2kt`&k25a!%<8+JwNI+;Kit!KDARbH^7@PP;!nTEnMwE%0E zXT4LEBwsL*BoB-AKf)sOgyM7jMPs3zYW!3tA9ZN+xab_5UE5fE=G1!{<#9D3CQI)g zV4OX#UGBKe#kvHGlV@+M|>#h|gX5Nv5}df>WVqPZe_kUg%WD8w}vR8XnUc-Qsbk52tF zhRS?Vx!@&j)on;^@&NzFy%_%=;W;X`w?)X;lTjW-B_UQ@j517oM^atVb8`E4f6-`l za>P3cqvt*x=IH34em8|vTYIi(f9CN9+~HS2HtyRg{-Rk}M3xqyQ#N6Fd{?FXJzP@S zQu4_K%NoxA!U)&pD(o^E*>il*gaE9pHD{_X&eJ8-{83SgFd8o;+$PtcZxbnRX zO9kNj4*%{9NHEc;c)*{4`s>?%i(jQ6+p-FBhVZ@i5|?{?dl6}@MJ9*(BPHw)Pbc#u zZJrm_tI9{q{CTnx0_2mHN03(B-n^_1&zki`ND9~G+HZY{?kNku2nco!O(_zo@VqJ&e` z=jch3J!Bgs+)~YHB#8E&94Od;<@RGLtQG9O6kMcRVtrnJgj&;4BJ3>vLQzsBkW2dH z*`_g~_-FgzR@6n_R-iqHZM?iRL;e`)?m`3Gt)BL3u$Fczrf$izIu$|QqoPge#J_0t zmmNRo6L*J-ZmNFvRX*;beyZuUyEy65%$A($qKxmH)=4?GU@U9x8^g!5gBJW|PJ+(u zcywzyJ}oGTFI=TgID$D6*3+xs2c-fk^Qjga3T5=5HOJp z`0)LWjpYuvu`zmP#*>Iad=>keEDb8o{FSCzq`%d?8oAkkC#f8j;5Qv*Ah{#G32z9m zHmL=t(EMl=W>HlvG|yNfdsXB&6IZp7IyYPPl)9ti8E$DNPI7wJA_6$4PjUwm(OdqD z)f6a_&&Ii{FwYZ1)Sd*Ia1RGYWf?{h!N#*_<#R5gG0YljFr}?|pnF zIHnMOD*jU=iQ+Uv0%2%#K#T4fa({dw<}ol{o~WA7WOnl#@pmIV38K1-!fyeaJB}Qy z3p+;lrjjKey55Z^V{rkv+b|E-A*27LC7uy|0K?YZX6J0*l4nxI$?L+!|vq2O$ENFsCN3P6wb z4sZLF`B!n;rBHjrHq_VS%Jfb31uYV;H90Q=c1I$>aZhn##DW;N;{*o@$Dy{ZfVJM>=C zy?Ej{nD3Kk&IRo1*gE{A)imm`WD~mR?Vk{(fDJwOzulPW8yx&qZ225*NpZr(9v za60=M%_BjE;~=pmlLhznv?5x0QNrOV`$`%>GdXKti7^yFs0xI5+ywb5)q5G6xv0Zo zWzdj}W;%=`SD0;h<;H<-e|fcssmh^PQtG@rzTN@{$DvrU@5n3J_d4aq>=#;ng?1OK z+P@Bn(U$y;9<66YFmjxGU5A&Fv6Q}}(CLKNoTsu^0JGS3LNS8}t90pUi5l&Cb!fbF@Jg>Vt@SG&{a`pxi)mmum;F`(|8_V{ZrMAEXRSCNu&O^!1-9^09c?w zaFw4BCG_CsHC8gY-v<&KSXp%c-BoJv@r7WzAnjCDfE`duxN@^ksz4)e&^yPO(@|Nw zI}@D#4b-j|UOaQ~{Bb{!KN?2fQJ@=8i)FazQ~5gxkA%ZnECapyG#`5f6+t~wN!Dbl z#Vrn2?T#-|5+9NMuESm|99F=}CWk=x4#Vl)xynVqBRDJh(gQMQNaaffyn?B{e zV*ofNRK!~YfZ>1KYKFaNSxE+oUAL-IZuBB7-y@P&F_RUWbv4@+cvNj^#O+HBw)q=E zPl|Er)QKz?GlbB&$Y2Tp^VYqKJa6+hGSHf<*O>R+eEg@Z7h;by+v{>mZ6R<+1T2I! zKhB19S4C*w+BI8nRB!9%2p#_0GZQd2@;;~1bn>PMhtl~P7(>A^@)xUG?g#B;Z8pgp z24-^#MTZPB&SLfd_8_YY*fGU5+X9tu7Q37!I$sF+fFIupCm?YKI z{&G3-#@sINms0HI%!26_jp15nbn@jO{-0IwB+m9TyZqOgFze1LLn~T~G6$3(`2@K` zk>7@nU=zF|@*@9mIh<7$c_1cnoRjkeGpwz$OnC`axN1Wb%`S0ho^uyEE2=l!?E2+n z*32KLqA^o;mfxyef&O4iTmeOnGP|wGS%nggS?e(FXv5Dxr|IzmI^r?W&iQ_oDPiru zzapKWemyRGtRAXY=-rpt$fF)3gg#4mCLSqIBP;L{xHFxDH)`0W2qSp<-Mp`$Jz5rf z2$QKoHKXH^_RQ*x4tI8ThECqByzJBX+@C&KUCjKZ4?bgCo-#I46h#6wlG6JEFM=e2 zpMG`G4v}Qma^Vo-pji+PX095wieCqu*~$q+@_j%`8K) z)I@US`r>THg`*#b^yUbsAF(8432&4j_+;LMpS3F=;A}9~eDHApz}9fu z1Wp(gqfo9tm@_4sCL{Fi%yFZ|%c+@Z89lKGUB!EIFQY7sOu{h%#yXmh*5re4SW|fV z2A7<9fEedgUgyB-o!Pjqd>Z{ose9y=S73v4Gu*it`5bh@*fKLkAK8>;l)yPKXSw30 zfMb&<|} zNa|T#d#T*Py!Y%~gG(V#VD0RvgZZN4huZmcufU~curICh7^AN5vpiYQ=Z^^m^)=w| zC5#^d)m)vUsS*%J=ZGB(H(@x8G$qf*&lqo$Hy}Loe?v}Qr_p9zktro+v!Hku-YCt^n+PKmF9ez_us*l^JqeGACr>#EKQm) z({RL=d6E^&Ij3NOoq1~L^E4iUT{%8_pB<$-0uFfypH&K!2503%&ToC#tF2nt9|(eZ z=Afjt6q7IKCCJyFN3_+a_JgMuF%WhosSelWGNuWZ+ju21f<|VXQ7@@)>_wBlcIXZ7 z-^^NW9A&b#EdpsBS=;uPg-K*4*D`jQ1i!f$-74I79%}GgHQBul zV9m6UUYxK2>@45;Ukm35y-lbYO@ocK*Uv7Xb!>kJs6}}vMI&8VA}Rwt>!`0S4A<74 z&EYpC8!mZ3luy;rKqD%dyKmJB9L_x2el$zNiMB_DhIyh!J` z4N5saPlF=5mB>-h=Bk}2kcvjde1 z!p2u`FO@+B=TM1Jz0NMek~cYVU~gb`X`!f3)y@7h3sWvT6fgYa4&2MTYM-ZXkKy_L zQDxu}wx0J}0qX_GwHbn0MW}@ohGV6FTGyTzI(UsMP3*MczC%1y;yoK~VETMx8Q(zA zhfGM3BfcPDkoEH!Des7x1?(Dp5Oe zw@@QwE}=l!Lnv5x9)&L;S)2y1*#j!B z0Z}gvSA}}#m+bJ{5UA&x9G5X=wG-hkuW{)>c2?1Ck%$9N2nXod0e z87lW9@%n@Uz!=e58$VkNf;=5#ar+bI_>m+LDfOYDb#ACJ%_B^pvyP8iKoUP=tN{c# zERs{&G7KZzw^~WYFo;5@=y~$KaO4Sy;6jPPp%-DMK1!%(ikIh)FmmJ3jM7KsYpaP? z?E}y6BIxtpreLD^dB1S{%wd!D=E)e;8@=$W6bl%Ia^@>%Hg32KN@5j$JF2Ng`7+sa$u^$uyyCPDu-RXH z3+P-uue>95si{V!%os@4(0MwF6@8K`nsEfw%mM0{9G{XUb5V466uaEkeEGI#a>!Gz zpVJ+WD7+h(@#Gtx46p}FJc7C_W-E<5DH=m$EEr?X$iW`nC=QowMPhrj*tWlDs#0q= z*9WQZuw--6v%4HkjZyo%)#dz`DYe0sK)f&YB6!J@SjlydH&$CU=;Q?`kKQH8$Qv(( z(&SHSPEC->;ID_emqswEXI(#h6TPtCQP#Jpjhrm0G~Pvls)_eH86vyIo)4yLY2mlF zSz`NCX??Q~%7qL|AO2hJ%;)@lVpyi!5K8{aONsq*5!-->YnlP^ItU0r;}AB>uq{r5AZuDPXp_SAi|gUJ;AE9GzBcm zA??gVb4@gYG!{X8g&jYK=Nibs&E_wb+iUQSXk)MhG9;nW{Molx8B^$!SN&wGv#0L{ zD&F(eZb_Hi7RDItlYIpbO!u96vPzcFe%o`Gd6JnX*Mgrx`ca}J$=$S!o+?y6E;T>i zj{oUBN1}Ts=d3jKH3YN5>wZK!3i$SElWKh~OSTVNhM;Rwz(Iz->5p1|Dq~U;U33_r z%G+V(2Z5RHd-#D_s;TPWU5Uv~TuT0JZM=I%lJ>^EA-(orG^^~hvATIHD;|pLP<*F2 zfS9>2MbXv_Ag6Ngjck+S>TFl~GD@M69e%q}x!C)0*@<&AM_t#aktbJ(zni}wW;B&( zy2X_rApghdjm~Lf)tYNB94X(GaeN%C%O zU0QR~*X+BooqaR9ERf$LtNLXH+ton?+-PbWmRXql#R&Qb1O1tVSs0tQS8Va*m%_;> zB=iTB`b(VrX(+h7TBv1Z%EhSq9NpVb4{po%;FUS4FeQ_g~mT0%|4JYt-+pwCXi8Ad)T)5 zU$hFR?aHtZ&AKd8uTpkCy!*}nXjccNbub|t1ytpSg*gR0^RmxAnHLoVM8=T|OO75y zOaZ~z$x&1swz3M^k={`N*fO`=D$G=?s(9XqofWUgpVO71EB_&{b;NRYX#Bp~_(`?n z{0yj>;vD|H`9ml7!|_oI$M6r(>X8N~C)}rY%)n(iJ|bw9Z0r`@ z7h@?Qgsu?A8{M`F8{TWrU(QRhQq$T9{&__qEZpt8*eHPX3C*`JdGoR^WY-Z zvgB#?i#>;x5c2jJ@7flDc|utP!$mo?OKwa&Ub#?u#yH!rSo=QlBuOvYU1<`)<~Xl17CMu%N;;aIB;weU}+ zN5j&1oy1?nGB|*o5Uh<^qZMCki~+my1P=93a+e8KIjVDc3`gRAm6#ji6ZSGzm-9;| zqeVUMG`M_-Nap4FqcIsGka?eRd4Bj}b$hSM!ce1@vf4yESvQ>TXwub1Dn7Z4>V0h4 zZ92bP<@yfo<%EMm==+7N6)~8zd7k9X6XdBo+uSU;mCIzp}ved9zf< zp^#wpho0o6)aD{mU~Z0teggRxa;5@UG&^`GnOEI=A@fGjeph4}YA!MAK4vmpl`1MqogIQM8a)Wb{;rnZz;?dhJ$f!Sw}`WtX!iZg0NihAlyP`|A{GV$ z1(yLZ_src_K5|a$NHfA+zpCxf=ZDFzh3rd}8O8xX!u3S*stRq#i*l z5bD!6S5qyR$CYywtymeGu6qbLDSJbK93wmz5YRVNf8Xd(&bLS@o4@>vE55z^PuH@8 z|H8OEnTv95>e!2FB`KO|!V);Nuo&n!jkNyjf~q|T9}7Em z(zLa0tHe2B;jPymo+3VLyQtCV+t9ygD?eW&4akUAM3LwCN;-l; zk}i2}g^RsQ7Ch0g=i59vQ~{i(72c3wV~6j`-k}oKc&nVf(f)%*L0nm!0f)|#W^`QA zt{V#>4=;Bc`Pc+a-YQ_jtBB2nroZgHCI1Yn*F&;LXkBWy0{tn=tt z&X@xiHWiLtP6vBE11;Z!R1w|H_j_eQ*h&>XKLi7d0;!g~d);mU0+fO%);tJ#*0NJ@ z!PO{zIHSQ)P8!P&bMs2@!Tr&%+K2}rp~pNJTZhs+$IPj7Kovk9QTGHC_H`QQeZTWc z?;NVB>ZnpFe`F~8Ub`+ZC(Trh)xvBZS7F@v6L5Q6dui)YrN-nLx%1;9y{-x;>dkzB z_Zao@Jlyf^BxXJ8@=T(+4$jwZV-_Bgdw%qYDpHJ(jymwH*UZ8lQpdEkX`*8P<&Wbx+r@6>$Ab*LO)R1oGLR;BlTo6J@f+iwoVM*(4gGB zRx>TE;gm_~>ogLhcdln}9cPa`03Mjfq`Sw438dy=O3r>R+)0G5aC3)^?=u7F3)zxt zpZ!`z`xA@GlLk0{oPY^5gVOFe5kxtzqLOuXOaLtYGW(pbe)#z*8AW>7j!o^}O{WJD z_=MxsYLbyIP@gu3cX}i)94>id6GlvNq_zk|eSA*x2pGyxXB(o5zJhMLdyj!>{X}G~ z&AP+)4%57tTfM=9Qb+$i)e7@LSvhlKCYPGGg&jBVbQUA^+s`KDT%HzQdDdJ3Xmcp; z6@OPQK-1*;?c=iFPUNJ@51zb_Gj6o^ZmcQ~Tnuj8rG3E+u9%rxaC1(bNILAi<|_SK z68^*E^gVcHll4xa>W<_m)1TzE?0TH#XHoVp?v9NVkSU*KLKBU)+`)U;3zxK56J4Lt zEzq2*zm)~kXixM?vrF8*Ptr?G<1q4ld5u=GDa03^T=E4X>3v&I%6F+}4HQO#N+~IVk1mWd4QwX;ne5*D9cXLNq;NOxROcs_KZl zHFkxgE~~8|@6Dc{!P#r#9(MOhE}l=qo~pb?#q$a=P5B?;G!MX-N|-8NF{DK9n}WRX zTqQIy2ojq>=tP@jyaq8_u)ciAF8Zb=jm)^@AO16;uwfv4=|e<#POZaM_nTIlpO3S!XZ(;j z$C8zK9-;g8iDyg!TQvvIdP=`R*+!a9Np%o2uU(d%Jx@_hT&Ci6f)Z_myLf=SGP7?D z)Ny7^h290zAbV`GTqvq!(%2yoaGutE=WjK!*o|P|Sz=$^9R#Qndf;?TITE;H^;*dyM3t*=5!N0rbyxFHv%Na26ybw@j=PpD# zNqwi1{P6^}Yu7KH7gyTuGz+i>agXXNbvU&H2(4T46GCf41yhB!>*V$jSD{EGin1ZA z{x+^0bI!*iL|kKddV=AU#??*#yIF*ucs1*a3HN8{!CINk@qEDRAjC;r%lg_w}qx!3zk)ahZFF`1zJ)1*LGP`~CkqH(%`{F!*ssP@@ zzBc#giKM4VcKq%*$BYSdkv zXFw;57eEq6E8Bd6xq)0Ke1eb1>K{S<=&LO4xx9lh?Y_L@P8+3=SD}%0*cjB<7&KE1 zOcaG`B%-8Q!F(_N7kh8{)z%kvjY26-ad&rjr+9EDXp6fAcXtR*kRrvQ!QERd6br@O z9g0h7f%fuy-sg_@U$`G`K4hGIPLgrP*?Z-jHP@VTIX1fS%T;DhagngrQ@l!X3{c$k zY7Od+ZR2}GMbMEc8_@x;Mf?}l8aW=Lgw{`D6(@t-+Kb1HytgnOyOnco!-^XIE+=|c z5ax)8^>sMD;=p0M

www^~Cn^dheTZ< zY8oqy`17rc(^``Td9^)myZ3pu9d5hDtEhZo4Zd<2)a0cs4H`u%k~+bw^ZzjdBjC9I z!w8&MR%x?I+5a^9$_NzwKa9Z8{M1;0@QBAx?=xPamIE?n7bK+3Tp)Q~D?)P@Lh>Jo z1By_~`O)38j#DB1n$c+G1Q7;C-p^eUEl_?-)uZ?KSdEaxA@=RE>#aCe`X99PwR*hJ z^Eb_S3a=%aAXE26mR0Y3{@=L#9QG>&c{s$M$nGD0yMQYN|77i4_~5jj^2)C{8|<(+ z7p<`k9;Ah$adXU!5d7)87&Ma*h?!*?0XAa@bNcH9GMl@CBeuXP4g zqdsJ&cy_O^8%*EXuPVEao&Za}M0E8=AFG4ar;Qdpzj#fEc#vPz%CLUr*c|>!Jmbh0 zQ^up{ZKC?+xHTE1yezl3_5+8@u?^xdMtV_LM7Si?N91vwX2OM>?$}PuQNBQan|m|3 zvt;$r%EUaQ(!Dci+|;5h=$ed^qWu;J7v4C8yx{WF_<{SIDgV`BlGY!Y5^=mo!ePnm zGHS5oP`k6isN!^+*DzoG$YuL)lKxCv{mQNj4SV&D6-ZZDjJHW?w!{3#e$DYU>`H95 z>Qy|AoM=p`e+bDRjYraJNjZ;~PSr{;jnmTcGbty<=J=^-bo_ugJ zcJh@k)54_93=wU98a1XcLOH5D>qs(2p;CL>_0Zz2!FCgn3cK_;NxqBa#Hm3%bbiez z_?|So+X02U-3PZ_SI+Z0BV*elJoeKv`9=+G+RUCk2I}fWeOpk-x z=)Sjn4K*q9OVWeAz?8j%KmV--vW&^97qb!G1h;lFy%&mabAp8Wm=Sq72k+7%2ZXuj z?B@5YP+@WIj-~hOiIy{Y=4KFx?(XEg#%W|5)l_+fo+Yx=!c^f6qjl_sOz{rV0+TIF zt{L3Tr=li?@I=15Iy=u{bTH35^eu6e4We67P%-X~(f9R0k8wor^qm1)5(|5=wg+Q~1H$KZ5O=`TkDQo;>8o z&eJR34Np~qZ*LKv+A2d#xvfr}&nnE0W@CcDR?psdp0u2)R2dr;6}ms!1&!|!PIdbe ztDT+bk%xOR)E_+ODRR@vQBIEJxfyJ_@Gd1VkqQ3PWAcYc(s6!{V`g{}dmp7%75im| z`gul0^1{iEqex1ygm^l>%`MnK^si?%+hfC=H~;#Wme@dD0g~+%pt{>}n|u6m99%^* zCO|u(%`^8*j;*>_#l)ePkv>l5OISk8E;v^j_4NK-WM@l(|Gee&2=E!?&}6u&5&k&H z-bSQ}N~FJO{Rc~4Gq7&$qWg!54G{N(wcCS~Cjv)L=FBrZeKJ!s zzW3+)s=SJuWT6@Ws}b=nv9zz@nByxtj(+%eNK3s zAa@}56{`PzH<{Ef{Kfn{WVVOaM^T_e(VF1uqdyYqvlfCImeKE6fbqJrEWI|xgf54) zFtK#x1W(en(bo14i79D;@x+It*6D*!`L2eS##BG13eim|tD2No*~KbC5tF>8THFbh z1yc=kvHUoqr$ZuCVb6F9`6vPS_IZlEr7h9lF#agOT@^8IiH5qcA3(T}^lVwsvfgvU z*{Fb#a;BOg#grv!x=F$8d&jxekgr5H@Nvlijv5)vV0MnpKIk(&B!2}lL_;xX=~@{N zjA+tgN|zXd$dRVR5%|mvu{8h8r|O1-m~g^%z!k%Hvb{)ND0xK zk)@#M46wl!T!!f$?`~^Qg4rb>(597;n4YMd8q66vaIAwD$36-(-My{2gxKqsI`wZx znbMizgi=Wc&VAB**C@zvzRC5fp{@2ZuO+~8wPjM@bjJADSDbemT3YoImQ8Rj?vkFj zC>E?y)_f!Gi+gQOlAd^wTM#zvc0@%j{LM(tn_Y5A5Q8(OHSCh7MEj6dMu3ES$(rSQ zOh~K10@l){5X(O}Q#c!n1kA2l-gRIkmMtmG&ej0sNbeiIjkq8;0o=6VUptHvnE&5^$2m9-x>e8Y4h2$gLraJ*hD`bAi$(8|hB-dge7 zGMO3p_ih6exjjQpPN9}(zx)pY-0`e+7F|&4SZ}ZYIpyj-LoY%tP%nDDQQok*{h^YVT1@fOSG#)NKEghe%#ajYi9ZUN6+Mtq| zs|Z3lkEVg0Yh(s~-SGd>1i#ux%OHZ=6vL0uHDp|aoP9lB^|nk`BWq>8QKoEUp<&Y* zzAO09=B)ne?vn_?$JE{qw$S4dkK&n-lJ$O~uRgjbo-c%=_3?j!L3&v;#>->A3 zRUAr}Z=K1fukj19tv@jC@Bt{RtLH#ydP`baXKli)RX+1QFsucO-{Cs(LwthP^26Ev zaZ^YV$6iryH)8s`9R}mZgz6j_88G}%g9Uz>wkJGvF|@S7d)H<3VG9nfc&6qtEf+%^ zD1U5PilQV01*9t-(^dxoQ>5JEM#aWYB`tZx2c8mK_8(*Z_K!tEku>m3%*KQS4G{cv zvZE~aqzLkFjrB6%1rX+pR0JQhp5xEjtOp}UN`S*e!K|~HMpiVv@rc@s#XQg(l1H{K z3e=dGGQaTqZA{9vD|IgGZ=%a0#_;s_7e*d%h{!K8C;2bf)#CntSu9nm8g`2fW(&NR zGzn`zEtxB4r8fpJgqDhw1vN|%;a>{Ox91{ zFPF`r2U2nRI@pD%&(XC-r{_!Xfzk&<|DF=kj|Lw};33n%e-LZj>z!i^P74z`YZCF-3^1W$(#MGzSG>1I*>PGEvHXoLl=km;KZ)sbSIJ=9 zD2hM5fd_gt3*GoSg8iAB42rNOukZR*;Hf6ohcboZ=wVxxOiq2t`V^}ipBJ+ZThSBW z@YjCr5ZvZ-BNWzEfA{n~c6^^Hzl%IFOss0$&xFiKij6RZ?ZkdOT{Dzi=j5AY@S-;+ zGIfF8?zQm7L;>{{TR`a8nwP0*OT=Svy-rwlY@C4`3gCRsIY|lsUem)NKUkOf{lRI+ zY{B3YV87#+VTMh}UODeysk_GrEX|*xQ19t`t*Cd8(U$V`icnGizCCtoE`;Fd^<||D2FFMa=9c? zzH;&6$yFc4zaff>`M|CxWSC>d@o2Ws?*zWy%L!jJ+x(cdgOPx2L&*WqQT}#x&>K*x zcK~*9@1HvfBiWYmL*e7wb`= zSZ=Wyw(U2?EJ{u9P2R_#toH7H*TIm-_yG(6b&I}Q5KJd>3LQwv^8{Zz+&! z)(JG4jl@0l>@DiFvuwF4H)JX$M>KyJ5_;DX>C=4ODAmkqN&m$>S$~45_RK4^4R&wV`@r-#M zMmy>JaXusmc=9zSzSWr~%=IgJ&}vDFT3?;^nJ}6-_e0qRdHo?6eeEB@>-yAr^=v>y zdUfDOeQgDR@!Agn>D7)O;Vm9M9RZ&#A-#?zGA;u@C?Z`>x1?!+R={J1h|$XPiub*| zo<(FvX6cTgSMxQBkWbX0zO{E&%k1v|S~{S}yvYad(z6rG(Q}eM+T|?@+k9|A8B9_p z=uWW(ik4a@>?7qFz}fN`><6oIS+H4U=RdlR zYMCfW&(x>~*l2bh>E_Jmqi&p;FK}HE6;OIkIsRDf6*gmYUj7KrG#eTX>{J2p{8Vyr+VXqM-tBk)|Fc6Kk+Ka0ynUYkW zp|1^gm8Fo?T)9Ql+aa@_Yzt%r zawK-?jR@6seMPpqC(QjjI)%44LPIHstC~CMg*F$})I!OylR-y_LNJu|C^4c`lZ9L! zpYWPr186!uL~($=krw1f zn?g{^2z{7uxuz?kUlkf+t`&*6Kb`e{{1e@4@%P9Zr#HWbrN}Ddd;Tmpo`gL`Q8rX% zZZ8p)g1W6c{pMa?f^KIVUGH{8mW4z=!(QJ6Ftc+#<@EafMP4tH)k?dX6w*`J8kJ9@q!$-dZ ziwwHj-$&_jW>{3iWlVgiUSu3a2w#8k=)ZX?3)kepz@%Y^iBMP0Na8h)&2emRV`VBa z*?yvN;u@$wg*+M(;s--DGogcxC>oZrI1#monI_)C4OoV0 zHtDH@`HKrNE2!ji>9>yobIZ|79<|yr($qd>36wqde8MGiQjXN2^Wbs}1J7hCpEB5L zc3d{24qX7{HtU%zRytrftTe=^TJamkY-OXs#NLq_rIY#cHtV6I!G6N}trmL=OF8+%V-lHj7`;YS&)s&AgyZL+kIylfiyFMdXy_6J zM^&*4t7fBwHnyVR$bSeM)RjeIbe><#h8fB4QtYYAI6dVi2|G~ZMRO@1?#bvgh=U0R zcCqP@iWY<>-AD&R%FX3oE@PdXwBpzq*=T)g=eu*| z2|4OjXnxK=i%>c&8O7g%mS`}fmld}Z)=>G%B=JTKgD?C| zf2X#|iLt1edYDIzc$LiUeszM7apP|yO!_yOIruy_n6wdJ(%_R=)Ax;{O592dy^Yjw zS(OxoChE!05_bv!_!MX88M7k z4VRKpYZyx@#{??G&2Fr_>-MPnuesRF6c?J;>V5%?09=ixQ||qUT6s4|Sale&x1Ar| zL>~2+TAWf5_6+M-DCz@u8<^fY1LKcbHp#?@n7|doE+5dSxinGUb8Sqg23<8ASL8GJ zrZNA4Weh4=<#&0y59Y60W#)2{+34qdB8zfF9q*%AH=>P6$3y(3RC^0u3h*xR8{$M4 z4%&RD!_;z3L3$}q^>rTvaMG=%U^oEIyeZjlvo%*IVPSyv5jo5%GR|-wJZ*pG ztimk%_%t7DY6?(W{a!=f`QwNxXu+Kj?C$FE&>}mSFp4g4@r?eskX<)9Gs-~$Rx}gA zG(pw{8Q!b|l00lZ{DZ}w@|Ca)_KKWV_U(&A$E-@>q8+gHl&8A}@dy$f zX5>x(5GJ8w+()KKkM;iPPdW@}*PV>sEcex1=QbA;Y`uo^oqA7Siv$cww7eM`o#XS+ z3vk8kUCy;-%I(hIaNNI~InnWY-7Fh)-WAUK;eR?VB7oskcx{Ru_kKBN?%WgKY`{!n z2E3I96&2K2bmGdhtBN|iZReq28#jhh{HX)E9e+`#;CEVjbk+Orw&<>$^WaRmrz8z0 zkO+|qO-{U-bb@NV3igW&eB|Y}B>w-u1E@{k*vM4#7&k;9`k`gTXu_dML zghDB|Rc$rJL>>ADC0v?xZNYJ($B2ISw(0*|g@@4%xy3Uy~e>elI+G%D%upgkm zIOX+a>5mWyFZ8ek_hc_$I&)t1dhLPIK1A6fYG!93)FSYgTboLT!r`=g6;4AMPP<~H)dyhlaF2k4W#~{BpYnB~l$+Ow; zMzZ#AV@K!spNXSH&^ZLhxrg8042b=TF%|0V%QSyZzE*fbTwng}1%2`l$*yv?Vs7s? zDwLtVnMs<-`JP!ZmuI^h|CrPc*~&fYC=9exL+?bqD4Q8{Wo!r&y@5tKdo;m+0L%}h zZ}$488>%4|Wf8n%GJn?$#uZ-?1%9^Gz3|E0<1Om!6P41?5sxL@1Ite#*)5$%AJTsA zm@^wq^on3&MwR31KYOKr$c%;kLomNiM=Pwrfai+G*51O!FB9(y(#=@Aemc|%YJhc} zG)%OXuB-QgV(`a7u&zw^yapAboH*KciJr8?PfSa9jMQUeXS?sL)gz*jZx8ORqmxsjZ_IpN|P>KCni0+t?Uo|M`HbItJe@BMo7VsNbw#s&p zZ}$I&>zx_T(|$PQ2020JZtKV}^3;eqsrw-9Og6nel*$RNrDl$P-r0p*h5uO!8}VSg zkGemjJ0+-SJtf%=-%+dWtL(&y&ia^G(c$K!V6gIp@KtdZ45SF-$qvLx zic6rUG@v*iaY?OE&Br%&w9}*PYXp#lHGj2ty1P*W!4x`C5H1V+rh9I#>ZR7}u&HFA zuVpeenawTV)JXivli$9P~^+lP(-$|%B5c~`!<|wcGlsOz%@yt@bbIc=?e1=D6N{S z_qQz|HPiuM5E%aE1e96)ia+L~LCy}&> z2Xf4vV{}DZa=E&J_XGYR7(9&r;0iSU4WDBg4)^)+5E>I>(z#;g#?cY^ZhA)n92>UG z(iW%po&;4PDB}9_FeSB8XD`c6$cscsh}V>hX^WCFfrUQ7L?N*x{2xNo;1k)xsp#9i z;_4xqwPTdScsZ0{C5INu%*AqE=6=%ojcsfx*-}m_KjeT!K#4qKvImiK9Dj_9y&dY! ztEVwxa;J)t_Ty!$At{kG>H_6tXNr1^JEhk>f(UbYq&MFb*$~@_ilnl7yeGDR8m)nq zxcDiJD*yOu!SmP2y@b|U$1#TYWzrH}f)=ubPC$8ng_31|;-e=I*eDws`zOyWnTFqD z_+n(lvT+DcL(eT50(nesE`fg_3Rd-1v?*EU%RTJ}sRF8}-pvJ(Y~|@mJ(LjZjF9)> z_(}-Sk*D}lxxV)h1rIDhm3*gDtG_W?qKhZmTZNbx8*iU3l}*EXq+15KYO9KWjv`8r3v-rH zX$t(taQ2?9-n>Q=qT#$9LAUgxjH<4&Qs$uSTtr=cC2_uxtk`6bQu7bPKwmVJ#cp97 zGaolU-4gvn82T|hY3+Y?ZQngH>}pJd(GCfvQ1qCF_@oumHN|kWgZB0en?FDBs-Ago z@}*q4S1JaoCmGF@&C&B8G4MX zsjxm;`qrRhZxQqk6u!cOy#?e6lZy3BxYa{<>u1s{2Cw45`f^jI?!P@uov#K|gq{@C z_IC|hYszoE%0V_DPfei)@9ozrrk z%0D4{`uKhx9#VM+eIK{l%GE8=E7$GckHO0N!>C*5d@ZXQee2=FCx*}0OGiKv65%vX zrynIq+6KDI*3*M^RT+dSVkMra{xDK8Z2%k;AMqmlsbG<@1Q{w6=JiWy;-4eU)bsdiNf3c9RhxNMO;Ij4OE%;hu#0}j5$p^76mK8o*J(99=mI1sD-sL+Q+V}CL!b{VWK3%`<|zX1{)0SSOXGUP!KKCF2U_6zVHog&S- z=_F{M(oU5ZAGz95ur<+0NA^x8q+GPd#<5_Gb@r#`PqsZE9SwQTC}Au|oCaozM*!9l zp>2^8ME)W7FuD;i1CXAj)RWA?mmu89&|0~wHfHvA@J)`oc$RLZKD5sZ|Hd7lJ3&C0 z9>81SoLA&)9^s|N=wj`&&R>A1Gr=|Az!Qc(Zo*GFBE5FmiL=X|dhHn|2u+N7`JPi+T4RMrf#JbU zWHye#lwmqB67m4d6tvh!{VS6_&#xI^SM~bv?hdbYb363j)2L)jkun}2 zV+l3z0kIHS2j$_t#fydE2z0K7r^s>+9TZk>F{i^POj#ryHG8RPPvP3rXY zNu24B5h;ul)v1W8M{2+=VW>m!_BlCuVeEI=#rVz z7RLTZ7^Q1h@n@dIm)hFE;uv$OZssM{E_o>RH0S3>yHcZhT3&@^Y9+)XC~V|_%GCJoCDc5c3bQfER7!2-+N&iUscp&N)8SFiKimk;0SfHv@S>Z{YiLfs z9#LQC0t5U0?KcEqDUpp$yR*+^?Wc&kW)F5*H-^4cCfo_?NpVVj?TWg}YE*3bGPLQX zlZgW}JuJ=yJ2$lWCv+OowFyWlO5K6v+f;=q5qlSfb!q4}_JV^=?EIPv#TB^UUm-l? zZx5yYc&+XBC}DF6x9dLyU%xf#P?^C;0e7sHwPaa|Bi+!rqYvPjw|bj$wf+rIzV>FN z^;9sUh;X|3)$NcUCz)5ju*Btu)IqkNT6JMn7X{>IdAc_S z^4=1j4;g1D@b$VE;D!=0@;DMM);=r7B>CZ_!<_&h;B0lqk4c!s7c>k7bNtosHOIyE z8++Nj+?g>InFCT3@V+k$lBN?IChvG{{OEpPLkoG^)!|7YpTRp+&9J8-5Tonyrhy5; z0#S3kqzyK6`BIYD_5O3h-cG^YI?Zeact_w43eL_b!-OF#w zY*9!z4ToYM08k~4_T=s@z#tw%xiT~nxHRGHG{*Yr82f(ec&Woqq9{Z1FxRhH{ikpD zo3G;(QTqSJ9ObX$Eg=%@O~!UGx%70`Tams@cu4}Cnm;`}OTBPfAoH2W*jjPOrZfk! znDVYcK!wv1hk%J7zI%)Es&|S5R*e~KvbVdv?te_w5OZ0eiEY?H>^fGYs6S3txk%qx}WjNteB zZePfmN{s}V2{@%3-TRP1ppc<~07L$U!jCpKx_VWWF31S*u*n|e4(4}KC(UMXMN!T+ z5ZJ~s@vqR$pnH8F0*a{7?F~OE{>mY9uP~Py&TLk&(iwsUoqVZ}<`jM$Zvzp)J_3N9_mo}5U}bkN43)9Y zV2=Xr07oZ>U7Zc&+!h2v|I8059q}9*lB$|{NF01tVmDVc7GI4~v9c}E$rcP}?9O`g zD^fAcRrbGTqYY=2Q)181dOuW4Uq}XoIBklGCQ%NI5wL`EQD4#OnxxF3{V?ym-dRH^ zI{m#{R~fMtC!SfVvt>pZhWSF{!&r* z%S6>?e6%4E)9IR2tj2~iF9FJWQDj6ut9xplYUBYBJrr3jPo8}6FH+GN#^jc#R+a>t zwO#b2I<8uY9$&&Tp#{E%Q`R1A~rgn4|A*l<6Cp;)ds+oM9h9;KqgvM zFcSRJr&kv4U6Y9O`Ldd zxP~C4LnVp_6D!V8X=N+hNU4EiO_nraf2JbUKQrRC!rft!LpW%tUr&hhmw=?CGEW_e z4(gdsiDOk#i%@R|r&O8Ek?6EW_q+~>B_ENnY0P72l`qtFdS|h=6i2YeoidSI_1D6u zbe-asYbXF>%w2>lZ>HMGDUOqK_RPay>jJFY{56=IM8Th8>h-9T&R|sr+59!MFuXvi zbA(voDkg-(<9u;>lo;YpC~H({6Ks>>UkMWAD7TFgp;L&9=dQz;e8di}rXrnO$D$6b z*>exT&U_N5Gb<|pi3&xqnfcB@c?QtciXkmk@6;XL7clWI{6JdPv{s1gDG5aioGWSb zw`x5Rf2~J=Hm{({EX=QlF_b+cVXAZGr&l9xe1HA^2b1R{%%%eU2lvV}Fn!bxWS4$3pZXaa044l(ASnZ1Y;{gE_Q|R+MpvyDMPr)HEjk<>vf!v*Up@+XSZd zqOJvV-#T~teFEmb<^K4+P}C2#O~^D8k75x0U@x{=>pe!g&4=&gA^58$KSw)JjXAfY z)uTe>P(1N295{Xj&<*?*V^Z#xI75t0HMqwjR_X8EnSJovbI1UefpK~$V@JHqE^O3- zs7SF%jVcsCRX*V!I+<_ODW?}4<5tKq>+7Z75PZl&sWPyX{8GDDXI3uGgtAGxKI+-j zImpw!g{S)^P&QYMf`{zjNl7Y7gezqQ`k24ZQ(>+b$Dk=tRgF^=+&wo9!#5jU36f3t zhY%?1Dlg^xP3ZWy@nZ(5W~rvuB@NkctNM=#gO;w`5IDB?T@_^a)LLB0KXgl8?5TU2 zyNwabgL3po;O+HLe_xotmuNNPIhqt5SA>4yRwxVZty`St3e+b5M5a6@sZ{kQc8&#i zukXjn^GRpN`#&n2>ykCxroWQPohab~+Uri2Lc{wU!p0;$5m!fl{RD#z^H*x8LoQ&2 z{_u1Xb@DrJ-u2F;=AAv|HStfmmCivif0Ll-WjJZj0-v|!p5jW@AOF>961D}+jW{1bhfbcGwzW^ zfR)$ma)(l}fxFs~+SEU`rU^1Mr_)XkHn61r@>HGtiZyF8c+5>#SkBiIGml1*{Akr_ z$Y;D!F7oORmXPMBl(m(6`^R7=R$fp^K7sTIc!gHrB9_lWfo+!n8!Co&COMHz{l$%4O!0&%phl+~AIZ&;iL>261R>)ooSQ&o@uBmIQKwn&5J6adA zIqam;oR*>g4jtA!tFR?cdraPYwXBihrA-v#D9NMO{waxREz<~i8!`D9y2j7IU-|R3 zLT?ohC$w!%-u)yea6%@o1Uj9=7X)vY365B#M?MYHtv#Y#waON})FB-dQ@6fu7WOYj z+)RTdd2sFB+dc;?1^eBbkdl=da@CfM2FZ-~5lkgmNe7;q>M*7WnDMDt@2f~T&*EK^ z62{-Sbwg_NQ9ULvj7koFze05dcpK;VYNR?3Fd2-lzrSUg_ca%5Zd1*~S$TUY>@ zNvE$b=?^TfP!=k1rnC#N(v9B9_CAq#4uc;=Zkr}mw25F2;S3*C+dTDtnZlnX4miJW zZGam3@UDfiJ9EQQUli7TAzalRIEG4(FyEI{m4P&R9kN*zexF-uX(%aETS7&i#X4ku zbvf?r3aYvAxppV1hco77SEAgtogFUbTAHC^t)zR<{HKCF@MX1#>6gxm^3uYwPy8gg zvFRIv4M(B+>0QB4pMaGz`$!h+EHaF)24xTRo&Cb=Z_;;N8g$Q1#dU}dcG^pG?7r4h z1LlamP5J#spg{uZ0#BHOREwZ(z3Sw#N65_QV5!pt?u+`zgy5Ga>z+ckX(9g%houph ztC!8NZ`K2Od(%?Pxyq996kf5V>FUQ-rTMO$N+q$kgo9)sc-Qap4LDUB=ynu0lK2j_ zem2G$CW}bw_=)GA z@~7`0^&2z5&#@uKj@O*loY}`;iGi+f=HR}(E2u{Oqta`6x~_s279?*iUAlNH$@tTo(ymx>f1<9fBPj2>RAo$Z z?C%>RWk%o2)sD39TDXTANO4z3ntAXHMR}RKhBB*N?mB#}SDzGLE!9Aw1r(#&-*eZi z6&<^yB3OF~c;m$}M3EHENw+K)7ooFvGjo#9r!Pz`9oASpw7ZHK6!di$-~xg%KL!YP z-+~S}{6vGQt*~$Kp~Fyw(MGvKD^x^g`2fQ?+-Z zLhe#q3yP72(8xa;Yz%|Oh$`D=h`Lc2bYoAIhJ*w?H-ru460K9k2A#LUFmkJG((>py zn11{%8`uQdF+%fBYP^FN^wiERXqnZ>JdV1ivQ{t4KJP#()$xTl1U~n1qG$o_9RI4Vk>*tlK z83DazCSYt$;@t2O=3t$bEmgrguAFh?l*oEnnrWzpn=#Q7(i=Lew!Di$#M;W#5;@HFdT$P5rti zOJSqpjn|VYK^r@d!@{qMWcJ2uUG%AU#&b(V@9N6uzSM$vlVK$xKfJD|0tM~OZr6tS z12cg<&Yp8^P~7PE(O{dv_ZAQT z&F!5Vc%kvpO__*w>uy4{_@n8bqAcf}2CRtxxQ29AzeQ254odo{@wF?`H#{s|+Za9_Dls02;ad8hiYq^m1m+m4%v zKAF<-dhE6`msP-AESisOHXLhjFZ~0Uji;r1o~r4oPx{x3#KI+t{l$39OsV-V(IKyD z=JbjWKLGOND46~HYl*<5RYbA?nU-@5*FB(%ZIMr;U3`*%6fe>_?=<`3Qqy~{i*7NQ z$o#%ua@%w>Sxjrof`i83xIM#Q!Z#q$%6dw7hu%MgFMYyXq=O~cxC#}c7`DYm-q-Q+-w>tBc2WVVH*dJ-MzU1oqs#BAghI#+VrLO%v*0KQ2l=t)#DiocD{b}Olr&Pe*Y|I;TL-_)iou0-^4q$I zA3WD6^FRc z74l|H%H+(mJD2t=43DIGleg zI2z9EFXR^WZp$rbmM!1D+dsn$4VH2R7s$V}R_0K_rZV^-q}y{jQ7nE}z-*Xt&k1ka z0VDhhpuBt3k10|t678&F6%B5w5<9x7zVMl5^TDDP9f+stHkCa4co!`;S4b%)aP`Y+ zRZwTRcQQka;^bY7&K+|GDROOxr|I=NK#PEM+OKlx2$;l}|mph?nIodP*H7FnzaTX1e|{5lewLA&bRHDlmU`V0xb z^Y>&}(bw3o=M;uzmnU{2dhhFK+3L*_%5(W~O!9Q?Pb>HAx}XcO_lP{# zNRJv}%av8E>`{-%(Cwo^?~*nsLuHt6_}lj7Cd+p{ENj$xcP8gh2DQNiw}hDq#`Edi z8dvJURTclZL_4bGd9Sm^+nOioAnBH&=?(a1wN+=wIi-C0n`NEn7q4~E4sJ$3+D7QP zCuv65&M3Su@i@h3R=e0wH!9U&@&-+fE=BNMrbl;l)4f9O^$&n0#_mUNR+0bBy}1@^ zLMMB-|38EteaYyaE~A9pH$eEEAsN#3y{b)S%v-kM z^zgA!uDIc)(&g{BE9RneS>!EHawEIi-6F@sj@^^l>*_5aS1P;Ohb0y);+IqQ?U#kE z38EGHbG#F|8_@1hvOm_PA&Oy63;d6&I3n$Dd&s?@@U0*QqX*39qW(FyAU|Gc&>Tjz zZ<8#3qzZv;dyU9@C%H9)u(VcWd^Z*>UqzDTG3&5$0b(Q;Tb8@>4D^ameYosa0}n|x zp#FPj<}R*1h#UI3xa=I_*eCXH!~-zOn;Y()1Y*# zB|Y!N+2R?JlYdv&Ox0R&%{M-Te6-fF0PZXDwRSuD>(=U?rD_R)UKl+O%1Jr%g4HJFO3rkkk%H+73A|E0C6x(ll2U>8hp7g5$J zo}<|>`S4bE%uOW{2)CL(+WXq@no0gc_)GizB5#ld#OH7V`nvyE*iT04o8|A4wihdT zyEtPG1K0C$2UYC{1n9c~_LzpuK&Vp6G~@NwL99h&75G>8{KpbE1Gkkn$qI29NCo=7 z-AY;M<ieVERZ*CgM=G$5@-}X8d1pdRNh% z5}9^ev5F;DQYrAlNlaHM5=8UvAR*pSQsA#R5Z{sfCm~<6=17Fzq(1qA>v<_65d#@o z*Rzx3`DarHqhHoK$v`|JGa}aG=R7T5r@5#%CKc`1U-13lfwSsKsAV?OxDz?B`cR+M zc>UHC5k)gx9MD%`8L;ficH$OBk`o*-Z=Qly zyC~+roXVmXaCCE9Zqpe1hC=VH-B5tnDrA_P>Iv5q=u-+d`s!mDMS zfHPi~e~^S01YTeb0e#m^GNRx8q#siswA%NL)H(;^!1<7_;(@Eg%|Fm6W*r`15B3L5^~M&@i(Uc{=7&c~J3$p8T@mL(p-IUot%${fU4sIjAgiTv?b zoRTCleJdy`ThpQ5Y3nA69y8qW2UY`F!72CdF8avPO{g_+nQRSv57lfpL2Q(u4gKdZ z)vmVp6?RX``Tl#m!ZmyT_=jZS^C^IX@8@dBBLzSWQWR5i7_*ElL)a(3OIlwW zVNkz1iQ+^d#G4HM5-QazFu+~#&6CJGnY+M^mtCpFuUYvC_xm>>`E_}>3hoGZHz#u4jovZjV{xz`xN^omF6#okC}jQFR_^PZ6Nc zf=FgGBf;zTezY&nxK!tfd-_S-)-bh4xR!`wB=XI@&ToXNRfTEh8(vwca>^`I>@ox( z0xMgRyq!2v)m=9&__Zt{-B8D2GDw%epuggMMjNzzTYW(fYZcqdHudyR17sq+(LsS zJdI^{$M>!E(kHfM3XRtk(e_I0GD1XIWbCJ@Yg|9Krfk@a;zIf0BB#FpH+X#h3!eE| z0akOo@}MvqtC(`g33sHrC%!y$z+VGls6&tXjK_z)zM9w#f#mZKtFz2qvm~ttQIrAp zWHnZ?v!X>tk6O%?Vl-I0ogv+OabR)(D$=X+SY5-z;^8N(}2QU#K@=U;Z;NUmrBEun~816 zVGx9kqQw52DP9A_i%DktviWAuw4Ic| zg{i6ikh*+fL`L%F(fZ&%rA<@+i;|^bOlBp>Z-ed5cC{!U7JQ}oiJP?wioEmeZS4`) z_<8hWk>?k=y_VXGp89qM8dcN0^Z7Npg_Y}Ckq5s@TF19HRP07YgqvpW?US^@|HIZ>2elcs{kpVJpcH6v3sMNuAjRD!xVx0% zS~R#z@nAtqA+)$t+#Q04;>8_`yA^16-uK(*oIPjuKN%*I8D^d=$y)dIyKWG9x(^ej zRm^4hjC+Z*^Q@X{sa&Qn#s-1O0|EZ};X2*w!uPeSU?F zOr^%ULt!cAz0u7lq2)>mG7}EXaBR{=vQHJt!*X2MwfR*s3_&UlwjddR=HeTR2uOho zs#@oP#s+)I=?fXBD2%YtQsk5ymas5P=%!ya3DJZzA9 zQ`-!z8%F;zqb}a2!y`79QZG-ZG7yy`ha;Wdcn*_w+dlElIp7$@juqTAxFA!j6`x~K zDI<@t?zzMWsu%QOs{{6Y4V-y{wWZlZovJBad;Ud+YsS};&*6u$Jg(m5%U%bY(SUJq z{KL>!9Uk;GXyDHP5Cvlkim#+g0@f0?5IdzP06d%Z51^u~zZUzP%H+~bQQJv?THlcF zf(Ahqli~I2S}A6iO41{ZJ`rklpmo!|?emJtjn8iRGgA}AFY2ZzNRp9XR;L)-EYq8% zyHmEHTYTc|8?lawYhzzVukT)`eH^lsbe>oCb;e&ioAH`52A{r}1}wZywG|gU|8CFN z?rsMhd<*2Z&E3)08kwtIU6!Pu$09P^IkjyS(hhedvqNn#Cf2q38`-uFE(hnYiW0-- zjSpC%0X*?_a;g=oZrw*u`RqC5gKS%AiU9uPLAK;f_y^VIJ6n=IvZm*v_R|A`17bzV zg$0BMhd)qDtASDooz}O6mQQ~hNS*T1?KJZfY}nJZb46)vV61TpRW!Vlfc_t5;_`ki zAmtB8K}kz1wc<@w>Gak!W=mLg`mE3 zXKBGrHo05*=d9(Fp=Vkkw%Bi5gb#gN2VYE-Mgd?|PTZQE$3xjt;l+ny{Z4rBdz`G5 zTe~GS`Hveb>&?wRt3G#=cPOjNEpMWmt(6VjJN7K>$Z0KUlAlN(% zioz)-ZDn5UJx%I+z4+|po*y~p$`_s_?jM__$oEo@+2DL~Xz;RRt1YR|5h;)H91EF{ zGcRIO^=S{Lprxlzh~Nq184EZNXAt$une{ac2?RB>LFOHjWC!waJyK>gw@ehB64WUj zp5*9aM!w1E!2@G(1iZ>)rtKEmTF$m5qWtn;c(%gk-0@C{&mJTmQSQ{~r5h1h2TF0y zaQL4@5QGE1J^rj`!YBAtyKcXqE%uj$k5w>%hzCH(c})v}TPFB%QAqSr!e+hT%`)45 zpGUTpMc4i7yx?v90v~w9m4%n1evXIKSS)N^ilnjKpM?yEzeLcFy1>`H;GvBv{a)wC zlJYC1CV&>D?uRVCHRdt>!l~JK%|VXt={W$a0r?dHEm{0dqt z4*uiO^}`rTVb@Vbvp#+To5x5~Ss;WMAqbajzp8ROV0#7<%Ejq>r@bC1D@QaUFZL>n z4oWZuV@YaHa4l;emq(ZTVs)#F{ppE??SMEJ6Yt({YC3GCaOk;si)d*wf^jt)3;GmsmIGg%xAP$ppE-V)abq zIXq|qek0Nmzn%}$py!sMrb4~O`p}xU$m<0Ka~WWQD~aEnQW6hz`fS5yl9r@BWpJ)0 zFT+a^M<~l~*?eX_HeJ_bkcKZ8_wTd}H~EgKgKsRTyByza4hWV8yY|tvbAke1SL0%f z-WIY!zc*>gOBiv1pFK?{corEf@}IdS8VzZN@%Pl!d>@G4LT(vt&9xiA#Y`GFcnrmt&T=gFP_=dt(a;zHaScv{NTTD1r1_@A3wGf2N$}|@!O04rkd2k zHg9BAi5^rji6Wrj=H|n-y^#crD-y>Q$y!v1zAo(nzYyC<__!@&wtm4!Jq(Se zj%B?|p18RlaAAwvj8-pMwZmKnkmB;+L$2EoKKFmdG@lmj&{8Qe5qt)y z#D5Y;2Ak7yPn2FHeG?yLc0N1H6P0kB1_YYWbpN@6OgFlrbg6}%G5__Jem`6I^y2`(~QLv8qx`xoPZa+tM zP~~Ay5KbB#Omq~S>YXl_sT>zdbuZ-#w>4*xn;ZLhMkgD~b8<@x9V(gWq`jzzDU#!s zR_aD0yaz#z&f~;JQsw}&^&c1swupTDEoC@chycTB^z zts;fA@zLV4nO@%_tcvBld%c6&vCX% zDGoaf43`J`(;X35kakP+YoT&|f6uz{pP|h{{o#sYkj}Mhop+Rjix{m+a%FGx$GRBw zlFs_24bxt+U%6)opglS`@oO5po@%%vDjzEAtY(ZVzD<#mF-pCNj9AJAnduuXo6;|3 z|3k~$Rew^}cf0YZIl5KEhH-mq{c&~oy)KW|0htUir5a53S&Br?s`7o-drId=OPgU* zxxh=gi;Z99*GciPp%Un=cw^L^RjF~H;VvM8cZd@5T9IekqJ-D8`^LKUZ@frmGAM+< zwqyAh`}6tY<}H6T>aRYMIl$72AO7_)`+MLh3C|TEh{bwLm41!bXu{HiGl{gEO_bcQ ze6vlUn|{gXmN5`{N8dr&0Yis_4tj=`T_$oI*EuRFCazLVX}xJ9*xMnhPNJmSuAw(t zAZTvr%lN>*L1sR92T1=; z3Nprq40*w4H4)Q4B#`kVOM@Op`}umg;=j@2Lodr)7#0ef71n6IF}4oxb!%RI|DH>R z`aj1x*8xA)BK(Zy3hYRHCJAzs*FLn|Q6`-1eMTr6@gVf+p2fFycvpHswfNEvk|%_y zoC$N|O^u`173U;l78_h|$QhjF`CK#fMwk+`3jG~qibwIXu10%#h3WG)rI^wzS5NVS zXob@Ug8c!bs8!jm>k-8bxDpzC=6DOqQ6dm&UK^=;&mm}45Jyf}&Rr$7)~5Z{dwpq; zJ3SYxwNS`q`s1FyLrh;=;}42+LV$w=m`}jrWwm;(eK>i~-?^N_X;EWiuSG(73a<5> z=rumZ-a!m6M;8FH?!a2r>=ReZYPB;%Q|t!m97QsfUWh@J-(Iy5?0Cx{qqg8F=bHOF zd&1YP>WAL0^1NYMY|`iJ#w9_`^I6dY_0S51Rh%)if-2!Dxulp`G=;bsIXW08SSs9OAupo5No@&^GD4g#QL3!q%sv) zVFn#)wj=G!squUXu=DZX7r69HO+si=@+Gnvc zz)zuw!Wpg-pV?HNp#5E4mq`0+3;&Xx$Zc8rq$B*h$pnKzP(rWo;=#TZ_sG~{vn~10 z*L#|6h#{CW6g+-b*)qLpxNTPi&RhnZNZm>pDN^zqtgX27yF`^8x!J-DRs}NZsg-B& zXt4YYRX)*MhTQ$i)qONET(!cva7)l&`Q#mdzja=oma>9MpZJm@zu&zsbZd6%nJtb< zI0@i65Q`+I*ox-uxkk;smi5>xhZ_ZvUfucdhaAzvtD^!^T8C;O3{>QDss3PcSx+P_-ic^B{*z8~d}}FZ3^)?RIcbA3UF ztZi~-wdO!;mzN9%N+U@%`a{%B0FXY8W3>`b-(ipr^9QwNdQT@0lt+)QrgNACY$CI&N`2WpRK1!1&3JAS39Hg{eT;j!02XshVRMMDe*=~1 zr#QM1Qt}zmG9(4KWK~xWm2G*-T4Xtq1`kFW+j84ax9mW5`z-LM9l60zse*gi;pMp? z!z22pqf$_qzD63)khuCL$UFYU1kFyvvO_oY;At)SQUZjV1o~mU_D5RC@9C#Nwdx03 zd>$86H`$Y_^gqG-)yl@~nN3Fw@5I%LPM@vrcREg`58DH%<8|}XURm9yQX5JvmY1uo zr!(HD5ZpyH?)sX|Q$;RQ8~J3O?DdIP4N_-29nIWi%vRR&l(;~3Zl2G)NSKFmTzC@Y z>jm(_b>?zleDvKWFH;*k0ytL%tL3Y$LUsyOtpJJMK>-IZKfeUT2}QTsw(}Hc@%l(-j3bSm&Y{N_sLx}&?$p>DkJoqpL(|kFWttIe4Ue5S6i!X@rsnMWUM>6X zGx=_#O;F%2o3S@n_!g`nl0;$-3o^7`E3UwL{<2IUda%-%rSw9JuNFyM2daGHoPtko|VzCEUh?P5+L0w-`|K1gS zM|S%5*Cb+V&S|SP?X85lvCGoc=|42Jj2nP4@+|7M9_|U;_XLeHxA(NnWhCc#lJ$tG z^BBaQ=#amv^8l2f(s?aRP@@U##!4|Blns}gq0F@h?~UjTE_Y2JDW-u!RY{?@kV!b@FyM6?;*iy=LnG-V)kVvB?4_8d}9K2}6{L=e0&DFK`#WWsq?zg$MBHXb!WsyWxT>ygo)SHL-v9 zsPcP_!=LAUw7nMrKW1#t;BIFfrf94}-fGngBEps|vSw|QjGF`-yzSZ0UZJJLE*fzC!aTp4Q7{L&ND7siXZ zMDn7-eVF(qc1-^3I%oUJt(G)8XSc{jIA=e2o76N4P|CoeVxPnM(>BL-y)~WX??D5% z@$x8+0H5CCcY0e)qRiV{b+IxjyqTI9d;?YpU+qQkLQp{nF^qG01D#5o2WGEJfXQA=e zFHE}I)Maz?&*+-4l%SWQ6Qx?4yM`LhBufrWwF`8g)4P#JzPTEaj-^)7f$2_VuXLn{ zHE$Edm!7s1&Cm=mvb87LSH-K4^ZyxZ@x~SfO$ok)FU5ZMeX>VyF^emN{M4zD5g7!u z370OEEHTcMKU<2Va^N3^fR=Kv{2HsqI11lbQljX;*E%=Vv)ePrN>jCBcWROz<37I*Ife!^5F-9kQK}@+!xs z_d$E^)WZvjM!*wQvc@mpA&mvRO?yiwr85-6dq0m=8FJJHfq&YROcd%+kOy9eqA=<& z#Zv{U_8?D0tbW4BPW-DT2$36|lj&r_HT&3jnW3>Zt+1i_f0iL@LEir-2AJm?_#+XG zl_tDU*;8niEs81KAhRHDI6{v7l5btT_IS+4CTr7-Jmn-lQdFFHp2+_f4%&YPMk|;6 zhrV|`#K7j9UALhYL~h6W^N)$;ABjZv5XrmEFtEBu`mMdcYJbZ9PQ`A1 zr2Td}%hRk4QcQ8t78Xdw(TD^sGCi|sLJb4t>i=HgBB?=g`ewEM-86xA@_aM3bV7Xs zM!N6=L+R|0@wwtLq|d`>S68R^H*mks--V~HQ}5ebI-ckFG5K7H#IQ_q2WhptrsQ}%@(eGBtQ-Xz%c)XS; zkm2#RSQTG3FwzHsV}z1K?vq&;e0OWy}e&F2_QNNpvoC5QQb|D_uHNmc4u2S$G=-2)>j z7(K8+P-qAg$Mo0qT3w!2I0MTJ2Zp$|g?W+)jr)u{y8hS;G$I^E3+4``O-M zCRm2D!&mi;AgL* z7kTk}?dr>|LTe^+4BAcHc#{rp|I6)M54x54DwmkkgK-TXTI-M%)&O(YP1RofbMn0| z(EQU|e2+bOe3eJBMbiNnC(bv!fig?^o-R?nm73Nb?WC{hOv!)#((>JdiFsFY*K{{DE|UNP2sFs-ehE% zN})M)XBwu~k?K3cBchbIo=hQ&!Gh#oO6-OE4;PSUcavh^H3M$>JpIZj^@1h{%ulun z2e;xoJ*|Q7ON+C+M-yF-6Z{yhAALj{HNrrH%Ikuda-}r>>J*i81`B`p`06xE%FJ` z@cBY)_^|~Ts!*gO+=;>AT{2l@TtYx;`;)?*m?*yctf;v)E|z>RGD`A-7UwGKheD;3 z=WsrdV-PKfk2uSzUyI4o@uOQ5N83}Nl8p?|GOOH@Pq>dfQhXn~J<7u`b)<0Xpv+ZO z?s?wg67M@!5M1Un`Kg8~rBR&CNWRft=5I)6px({cBEeGoD*Bgl|IGC|f6g7r&oyf& zErNV@6D}l`ht^qwV3Du(L+5)3O^rx6TPV+lGJCyVt)U!8qLo2Y&+s|wG6AM+;N-k= z5r>Vi7~~cg?XZXRG!mYp{VlyA!?Jx64{B^)H;N&dr_NZF>h%0e(^9lXijS;cCI=A9C)aR_86o-n^G1!C7=T6i!sUZ8$GBrhpki0sv;#DmCMyB3AZ zPF4gIwm~gt*J9I!sL+2Zb+s^>&WwEjMR~NvP&A-K>>0&i*#=C+_f&?1a3_RPV3>j- zNSBwZD&nLu2~rHgm!Q@7Kw50NSoJhe{yA2h*zkqCn#o{BRM|7P*VL~<^YyUA8${$O zxq(&fOcYuz2=O#g&7ec!6bTP#;>4^dY{;T1l&|f->Ggoa$%vf2x|X;3C%7s9r82cP z?N8|DFoE&Dd+DO@=mgwTpVbV=;pMjG3l=xT)q@$J!*p3}f_JFKfs=WbZ=0F}?5rsf zkI@q#pKm$eCC5{^KM8E}?nahwwa3%LY~=7;rdkl|x*ff*Tz6KP`McUay`W3HtGT## z-G%_nX}})*e^mN9v7 zLkCp9Q+tzi0+2BSwBL_j?XP_rtPIm>0BHYa(tuPupJQn z_zo{;dMM8$ObzJgR-S@)uR+Sw4&~6BO}Cm}73x6&+Ps(L!$->uZb=-~e9M1eyepae zr~@$^b!N_%SP7*NLJXp)%p>C!-a4b8J6=DX(_#>0OF!>b3^08-Bvp|n$s3^`Oj*n6 z)?e*R3=Jw`o3I$OkKTk;Ir?D^i7S6Pc zaYf2XcqVw2e94(J%-<~i`5$(F@2b2_UNiIOvh3Z8!fjM{;^?fmHGTN9{bqo3MLzSk zzB>%YKDf_zR2>WK?J=@ikFcNYP_Yzksa}OFe&in%>n$>KE`!qpNPw9up6pM& zuk`YD%Fp7U91I&1n*&mJb*PzQ!&ma&cm-bl2DIPL2-suT_asIpL$}BW-3h%`&Uf-C>odL=V<+=PfHcG9B)oUZ zZcbgk;dQ7^qPi8YFqC3*W~a;1R|j)|=ayPm=1KAz4lMMI33Dt9x!49LZkqw6hWTMg zTOrsMd!)FS8|wOK44JpOTvhr!n+M`O_@%@jNMKmt?&eWs{6FL*Y;l3jTD#l?f30*e z&#OI4hA7IEAssE2|9nx#p^};8&bmoZoY~nEXBd}DeFfYy>WtPsgesExadXhOE|G8} zzilizp9OKJ1&qf#41Q@mgE>P1KGx5 z;>-?>aiPTEH}V8neyV?GrAnpGP#w5E2joAUF^GO_`wHZS?rmsqu96owlfylb#gDGy zx{$915d$L_>8{4iuD-U^FBt0^Cx<4V*Nnp`z>uwQ#ZNyXTY20lodiK#@j{1N2kGQa z3^6;2QNYm50~7-mQPFrlp0Al8t?&+xA|3mV=K=r4Sq394SOvAVq!JU;k=Q*;g5z@U z@p!1aY|%#*P5$!z|9Q#^e^D;68NEdjso64~^!?FFpgw7`+Idm*E@Sw!3z3m|nwz2V(vehgfi|*WHbJYqHxOxZO_CSg%_#0U zh=gyfF?p0{cmS_*UcC>qIGLj`WNa5~U{W%CQU1Bp7Z`c$G0fcFedQvmJxp299WNMU za`Acw-6W8eLk3fSyBkUg=NKefRO)FHA?;0`0qj=OH^rMPhZTRi<=W6TSwRR2yzBi! z|GRnrtecO8v+&6Gq>fY_j;Q9N$N%{TVB1QTamPCfBp7|w2Y630giMfU*w7yrYd2DD zcO7&|@4@M-7T5XnEuu1u>$T0Aq~_?vo+@K{Ia(j3S#np7oTnSZ%Kk|*Yf7r<;HEv) zvSBfNh0yxt-DXjnvE6(^p-mi{?&UOTI0%g-pv4jK%-0#-s6}&j~;XZp9upJ1kbi z4=7_HByMPerel8*f!hX0pnT*qgt9e9t)9s@HG7)NvTi_I20mwox=0Zp>;LeTOA}1c zuwQbl{KYBJW5$PirB2vVxb*xfYAFnXn;@Y)VXOG?cbA2-bz$VqdG-t@o6@50zK|s( z+;pf$?YOjnkn7&r0YT*>UC)&aT=e+zQs|KdU^_HzytFuAPn9%f$EIwV!K252){9Z& zz&&34B4&RtQ76fGQO==uD_WxlRdLHHn_Co=x6?x%_XS0sawT+}9frwOEEW)`)rVK$##?i?oy0>evyrXQ zkiIBX@4%&?_=0C5d9`vj6(2X?Z9-ehpXo(K7r<|0BT^voCrc51zc~sH45nwUo(|LT z;({VtgJK2RN-=$k7d;{SL+hJ~m{WY&-=X8BO<2x`1K3kH8w}{r^t3~@jF3vhL~drT zJT14WPgqlVrnu_7Xcat-p5WITGqV??*jc`*K);Mz|A&QZ>2~Zw*mD)aP6%nR1ogq) z#GB@HgJ!o#lYQo6+v4(CMVl06qG+{7lUz~S^Q^WA0_kN-aY?{t6|niUi4Bu%dRs-_)5zUEr`O%vPv$F9o}Y(X!|fU zO{G|x%2DweH;BZImov^MXOvBOSUy7WXwI(i1EK6=rfy-c48YzoftWRiA>h%0D(zVo zGfJvxqG)C~a|s5%?#;7~e2bD639_f-Mr8uCXS9ut3#)O%p2JYcWc`x-FD9Xxxs#>6 zJxx`{zU9n|=g5Ib{QiIg^3RG+PNW`#G-^C!r^s-l?jN!>WuIC---sRgPAim=r&_H& z$k0~OL0L&sl}m583*D~xaNk)IyUM>!9V|`Aa}^CJn+SCRXc{Xc3@*mI#%4h3jUf-L zAqvUzD-#hiY)ypA(bD{L6NtP)fkvaaV+&TrAyjThopIVq?iVY>^+v_%mhu;1$Y0E1adQA11)H z7san&HH;DwP%q9YFO|%`S~};WIRiF&0a|swEy*o1MawWEj8PUm9_SHB-JEbmDO-pG z?8*ICXMJ&Ck%k62PkoejXNw|gzt<-)r;8KAFfB_0cw#qh4ijj2_cyaGdn^0U1i7#y zg)jelv{qX9M}#a@+<)4iE=JM*GwHR)gQA}n=QZi_Eh!eGBmd9o@t-|L9cbUD7-QD$ zvF$xzV$WE$2jDQK_q>OHH0n@%OJt(*9HI30G~i&|Ho*cW!M1B-aK+He$Q`B!~%cSWqAi6+(p(c z0Ueqq_G9isa&*_^OXsC21jR4!WZTQ~KdxY0^6jIuJu8gBp0dF{PXepK>!+AL$Ed+B zhThor1vPlPyyu{!T+-xs{tO+@KE^x_&xi!Qhk|>nx@vrBm5SRfU(M}=-o-VL^E*smP?rSvvOs{7l=WyA_a!xVF*0io zNwhkd#|dfC)FW7qfUWv|w*H>Pc}YQS|DoB5h(F$Kh+66lsG~hZ-yE*T1NfdHj**~~ zjeVzZHpm1`3DcpeCo|7!DnX^^CZZP#$b>8uhEEdG9Gt#yy!ehEg z;cDFR3+dBxDUwQB5|=GPMg?~?y6hq)&&%I1Vr<{N#%XFjCg>vSepq_SX%`LDzcl$w zC`VZPE!9!_L*ULGr2yRk(Cm4ykPP=;ziz{z9ZETT$U0#1(C@Sb-ciw_k5?&WVaxAN z@MOUgaEKLWAcPMcy`mGRqczAG(|q^Ap;oDEOjP=^N<0FQz!Yz3n%GecXHATrsM|d2 zkE@nnokm9VW#((O&YJ4t_Vwc=T$xC|62Zd*#fQ))W*jjf7yv3~eM4nde}9V}?5d#| zM^j@FbDi3X33(L4cumA*&9hk*pC;!j3Y%UICJhyuYETS`yugf(9_U9VQw@=1-k~|5 z^uC=ObU3{qw?<$jM^NBVsuTRoy1Dvz&VDQQJjR|Gh_Xrl5^m+bR^l&)BqS*l*m&bpatu3rC=~~x4y+_1wS6&*mM3PJrHhDs_wGb5gnh2BiKzkImXHC%g@|g0=`EAG!cyWqo zZ8DDz(xTyZH^pyow>&P|jp&d)IP z7hbNneh6RZaeGB`LPhmDF)J{V;1z95S~!6s9Y z(s90=0)Tjcl;7{+5ewLz-(u!{**V`)wPc$ru;)sDH^;WefW?~oR$rfBTOJsZp)cGS zT36*vlbc-WYBbL6J`1pl4g09zR_VhA{Asb$1!}Lg-+807Pp_7InhbZ$750x)Hjc@A zW;y?@Mo@#>ZLV_rDkSSCc$5Rzxbb!5>^@ZxZwLGkmsw{;LFg7T3XwWGKH*@9<&BH! zWBiK#W#EI+n!H%v2Rh0t??`-Kr)14xu4LHivOLi+O{KH=G)M63w_1vhi((A$%i$iO z;Xkwe`ahSA20h7Mn?gC40jCpbM(1O&9!JawUxo>S3x%PHwl21-V%S3QRSNtn;VoSv zGNp-qAePok?Iki8Crm`}F0RXalb;dGwjPRr}}30uBs0Vg~-!dS|#iEQFIwKn;~ zaaZI6j*LIaKsInI+FYWFbrPD$zGfAu%A1e-@X+D)*JIMCv`rqMut-p@YFz5Wa_ltC(MNwZLh}Y#A2v-;m^@dQC)lMWx0ezN)x|acWcL5_FY1)7YD} z5P-;={nBEgpCC;jOamU?oE;NYmm*+LL1hgmnd<>P6@` zYQ%owC$pg*Jz&M@zKaZhqlyzXxebY=4`d+*c9`%OFE6+aT~nv6RgjuAm>wq-d#XyhYAHUtOT}lebXN8}Ip$ zBszw@Xq~=3uGP_Hzd6Sn2MSf8=|8$tY?bNLy{-Hk(dU$khktauYgOs{$gmFxoOh(J zkjtgoP}Th5jHFF&vTETpGmEpRx8#=$g&!7|4-K5rZjzyCblXmIRmZqf9SyzJO$6p? zp%ZQJkHT>5yGSlO_Iw+vnoTU=oo6|d@fRl_y>=!y@__7|njFNny*Gv_lATEv#mgK> zUsV{ZTo%U-=3n#5zEKnc+}RnEB=kUXAJa?en`_%%dJ@U3L?4_FQTyuWebYLcWZ)t! zid^}VkR~=FI)S%2#7K!|ckScSVPu>?%Ge%YaY@`WT9lI^#(${iwPAX&$n5)J8|vI| zW)7J~-_lE}7AIh*&OxoI=Gbfu8ystl)$io2%1`d0Aoyjr`!x4nt z`sBU#f}dtIz>FOs%WN0t+TgyUE$058jf#t2TjyBUp3y7_t_JoQEyY2z@87K!T$^v} zc1-8=Q`(K&7nU#iTwF2piJ}G*@YH_PPoM84Xai!3mEw(UQPIUr`s7Sy`g%7nPpE9Z zh!tc{ul6t{5nxXwsom;vjhbuKZzGme#{M%GzeS^GTR{pErgo)pKemPRLE#l@zB8^| znEqcdcBF1K(2FGiD9KvY73oWg_!Y9&X3GSVmVanKC=t?p?@+MxUo^IpAx>{aogGDP2H8iK|CeUmd__-XrZ!_uGrTbf3F+MvOG7zu|m+ zIb7>&)}5GXZ)dD53ov#aSX5`g@_R7|qD@~Nl}ols#S=y1tkkWX7jpJi&XUfm?Mn)gV3kmZP*+DcbM_a)W zfD^|_drQ|J`^|sr!_27!e9UqQVz0(y$BX0O0ClD`_I|9Yg#lwZYxl-WId|2Om|jvU zvptan&p^hpp__}9nkJf?sEN}c^z(b&+2tbEwoL1(d85!( zKEh<;zqCz&LWmUO)?he za`M)eSz*9fmYltxOOC4M_xkJ6tMZ19G@I7f$3QjN8UFoKrHvPSV|2W3f(EGg#l*nFm-sVVOaDVGVn>dLCNlqX;XkFgbH+I6n`gXAq1jk{&mP8M*KclX4FX#bs zHsWl*M8{bZqWCB>(dka&C8(qJrDxT&CNXHaPJ?H2H?&uBsLt#mrxhw_dlMBzgY{UYRHA zxQFJ+zMa>&k3Ckyj{(HnmU}+_LyOS24GB}A5mn+T54c?IAizye9$m7sf=L@2oLV{^ zJo&Q`{ccVamGr*7KQ$%!U3(Mb;bOyb%vAMz1{3qOc*B0Qzp%|(JItlTUsBWovAtM0 zJ>jaErLrk%>69pTIHl}H1E*dhPU07=OgRb)5(8~A>V{e;IN6b9)H$Cfh^b8VS9wAN zN?)({7RY`8;dd(l|DlyYO5YnTaBOd3yD@ouLqM7m_f3;?()kSb3}zYittIuv1pdqy ziU1V(S{l4e>0H{H@3aNu>9LOFhjdpCmnx?b`{eTfTX3jf06Z$uV^!ESFlbB~&liK- z#G{1!*=mz^uh3@uC?4bkuFenjVFki~B^kj)<^=~-?P4%TRl+(!n;J?O5wJfq;O=`r zTc0f7z17XgWxFi$m&$feZ&Df6C7_ngO5AIBKio9w%f{AMyXy)pL9um#3zFaV7%Z7} z+(6}%1Aw#;>Ve}dd=;AO)B7tjduesBxyOf5k*&xS`_5Xuy&v}}*eF-Ew1%?l>^OUH zrvtNoe zmR^jWA@^eA3Q9xfXg_%DSt#hu%B#}v zdOsnMtEt~2YnQ@^;;WFA;GPz*fL8w$phj=kj&slC zku}lQ6+L)=N1teW5b=z{(-y=P65xxoX*_b)#jfB6-f;$!;UQIxv)YozSxu0k|G_Rf zB?=Ya7l^3#SKh!R#al3wE9UHK=HxN!{PaG3dQW5u6bP*{`i7$K~dpl^sU0T3gEi zZTNcjpaR0RnV{Wn#b9 zEoPKH|2>Y%vch?#kCJYPE9T>%aD7YLm!GQqnK0hjYyz0~PKTdz6la2hGj*XJ6`SG8 zU|(-MGMZ_gEyQcQE&5sa;G$4@xzE$k_FKq?9Q;HCl5Ot+xkp!tqf33=_$?%;{x$<5 z>Uy}r62r&C&$9_Seb1I8MF%C%f03CCmpwL3Zfvv3h;T+iV?}x30sGA_#y;SNV-~fx zrsXw3Ki@c(eo0jCtxBr`9-T?n9T40`JBe7L==iVUyrtIo$vNoJ{Z|OLpR;45{LND= zyV3iILd*EaciV7Z3`HmEo{ewptBB>t0}ep8feloVY72|Ta@%2Tv7Vds6&0JqLrxQB zmDPVmf&Z@=|BZvcrhWgXc(xwplzWT#K4Ur2#M*)UR#DCuQb2+Mk}fS6;&fam#4OV%?ZjrC+3-vR_@@fR zRN#%fV!d}aQaCVXSU zAz3w>P||t}$ezR1l>XRWrdTM9YI4DKnU{X6Em^Qf&|+lI=mi7sBHdM$U0iQEay0_U zMAiNmS8o~ARv&i#(qb)Iv`El|;uLo;5}>#fpcHqP-~|c=N{~>rSaA#PR@|jUi%WnM zic?&AazFFF&pC6x?R>~2lgaFT{jaswZ-oFA--Q~gePu742c`k3evw2ZX$rb4_xV`c z6M64RNjmJ1L5z5OBgb-o%wE=+{#t>cyJV7MN`R8l)KljbNau2kO!9~%TArMDC$qH; zDjrxZ3*;Gl!-qNr9L>{{mT#22oL3=@M#eN+ zyiOg=%cMQc+Ot_Q& zA@4@?b*q7C0#APaxaA;mldkUlRZ+?(ygAkKDj^5OU&P}7AJT;E73&M2lbfVlLbi&) z(HWoB>BSqbKI0ZUgHJmuuPtSLYeTE^-cXGU=gqQ3n6)sB|ha4JeJpp95 zPgzyF0$&}tlu||hd`hOsvX)G-TJ+gjc|8N8(=*KnOo9UJYpDFjMHFEu@5{JtWxqdODq->p?mGz9Gv!65VcisR#PZ+s!I2?H`B4!|w zyQ@#{CsaTIz(}HFt}t>aL1tI%7C9VjpcEI-8135q9Cj@qq)FAC7L z4I$oG9~Ff1WwyMOf78v8#rYnwIJJ0B6ha|hSE$0*<5>`%=u6pN7151Sk_ddfzF-`I;*)#fU}bCm7`6j+Gp=W{R)YnwD%6$#*_KMvhS z8(Ta$f**_?#Qf)0_(nWjunv+zvHYi^lPg!WNtsTC%CA82R1{smsknkJ?}N(cH+R1% z6HyIYjmdWr(%!h`SNgFer(f8 zR%Uyg0!mo)FyPT=wAenmoix?g!lj@iNj}UIypp6WplCT8+CGm?taOunbN<50 zdUQBilb5`s{#^WTqLR{O$z|GSs}7f_yp!3SJB-e99Crigs1-VEcx1ONI-{@DegG?b#gZ>mn`bXIkaoGBQo5LDdatc@yO3zTE!6m2&MWj{2b#mMQ7Y zI@!tcBsZ$Q;@fz-k`?{p-efhm%dT1|_>>&}N`E$80%uYTi3pGn9HHFpuXNyIilEK~ z@0^IO-z*dYkq~p!j@lK)LEtC;jl-^$beA1%X#*o?3#FvAWcQhyL#<&WyEvAljPM7< z%|fvSU2da##7pu5PD1~oPmgm12BlGc3Zx+VH6%!GKV@Lk!*zFv_P?4Y5Fb@k5v#! zsn=Rd;_%P!Yq}Bl;<>_2XIneC4Y(nHZWf9{_(J!Eem6QX`MRZl^3*WwjN=i%xS1aE zcF9=_OeS#N9BaYFrSS#)nLfR=w;`KvE-Iu$COs&_Pztw6?bY?8Q zY=^P}8fcnm>%15Dn#XA6@r&CXz>gTTEA_hK(~E9tDRhlOrZgAVmHI!7kD^QscYG(4 zj@L>U=Ip;br``=_jghtz&R;OyQ|U#2E>dP>Aq|}sn;Xw8)^x1^LIBc&O}VM%nWFg) ztTqPTFi#(Q?C*fNgG$?XPBf$QC?Ybnw|u9#YODtUZ;UDvjW|3BTsLnd%T@lIg7)m= z5-B0tdeJh+q`;@JD*c&P?a zp@(Q>%2mu@Gn0=(9Cg%<6A7_yb@S)4Y%tNJ=ut$M?qKxoP69*#u-nA~<5NmB?t+$P&on z@RFElESaqJ@7lfqLIjtN;Oh**0Mz3P`+U`U;;uaO48#L^@zU@==;)r0UB|lSAR=Pq z7lH?M-2m?Dne2v-|n(EZUlRkU<73112#f+=S7CsGV8)>jKlk+>pl!-K%co72~Uiv7# z$uZ#BrA&@a$vEQ_bn!|$7)YeFxHV|e0sl-UH7LKjFS-ixu^p{tC6(+*U2n6>t=D0x zd?>~UtV@}x*wKPGZJwI)RN7HIk5|i~y85itde%K*CVQR`oW08q`!FJ|7$6Cn{_NZO zMY8(EZ0GD=_Wtzr;l=1896XcyfnVetO?2(x^-X3=P|xwMVJ{_)UeROkPHFk(k#eW# z6&tf1FB@0x!;kDx@-Xnbl~)rkOapgwwHycakdqT6Pv_Nw^52jLe7mbI3C;P3(QDV( z{o{-)<3D&)sXpRc_Ti)j{OzuEm&7qrezhjJLcO{SM7*=#THnfIncNkR;|&%Iiucgj z1?8~oz8Sn(v6GUfAXlR)SCr5w2x(b<%@IZI;W*qY(#m2L83p)QGsAR+3F(;d1di4%6FCrB zjcsG)I2PWf%BQfAvh5eFXQ^O~8(*ru^cjQ-wYDP2qyjEkBFiKsuaO}To5suB#Z9xX; zh98gwNj$&As4L#n#gPnQHsnjzKkX-+)J$ALY+KTAJ;yJcXm^{?jDGY^RL1hH;e5F{ zkp1goEhU#)Pj9)KKyrzJsj|3$yN+-|utnt1 z-aT7O$Ja2PR6V1emQC1s>#cU`v!6gaPMU^1M``@rfXuf;1ddDi>Wms!QGb;`MVhXz zg#VDoct#}Dx-BDcRhH5ymVytazrC@wysu0Vonmq(nXMof8b zKdcLmq`0tB>n7>&+Z!PVOOkrSa!mK{bOzilVKtN+1PmS0CuMYkActcW&X3v~{EnyG z$$GxGm~1Wz)`XALMYZi&knHzF@i!xTn+i}}Unew5b4ngX(UC+2pj9RW9SV}h+Nv(Cg04LYdf_PChU z6}>Nje+%dN5SXxAngpZ41|pH)j!Q?&oLCz$0#EHBz8i+z@@c_OOCzMCGn8WM#bTk) zs}Pe=xC$*XVPmLx9i%u@q~20CMsAB>|Mb`Fs8U8@yHhwWPiy_(UGp&{!jG3Q&O{swYSH@$oOQNubW@hF(@K*RQU%abpy zZ{tD^H*N5z%MaOe&N00q7ML%J9W}^Y_4wp+HF)2#KkYA&&#u2rk1@kQrgf`GP-SFk zq>9w^Qt7ir9AeFkJgkLUh_FF}R~I5@c4cU40>ze8TnaYtz_Ngm zDFLLxuW3=$tSwC_@u$}uQ38b=N_lrebeks>4)03^M@<~uy$YLnzsp_EJI??8#?D2u zt7yJkX+@8j_IgucMj}1$Gqp`zE9mdjLXu?W*Gn_73cR9(#0zQDH{?!LDiC;VOVZA! z`vT_*tMSQML6MqOx84M)Bgrc?TbV(;he{f!Ca?B{f;UxT5-7jOrlF}=iLS%Zj?RYa zxftDz690KCS}Th&S+=e&Nk$-k4M>1+1?VyF`*}rbZ#hLWVkJ_mW<}v9(O2TdQ>!!^ zNTJv?l8~_+CFa+-fc+)i@6`BvL+w$(zeTbm^dT#VqL7BnQE_k^9K5Vkb5ZW7H+Pw} zfftiekSeC61OBR$OSA5#b4A-Z=IVW_EJBA)N~@x_of_Tl)?TPfoK4z4ncW-t73^TU z^+u9wNvQYsgB!6aNNun=!>6DcxFrpo!%7fo%J7K}cPRmR-Gn~xWUO83P_N=Iud^zf z%dQ?8b?l zbEmoF(`r>gFLzsJ-XaL$v0JPUeD6a`yn+=doj~=4kp5vM8O!&=#&5$JhB|JE45Fy` z#z3j<&t7(YF|R&~qVH9JE-X59bks~;a?gk62}fj-ZX9u2f%I{16bIUy#v=719322g z!w;e)kyK48-!D879<4qzap?xHdmPV5dXeDLpOx1?c1-D5rGvh%FbjqY<4PNi4FS6EzFlQJ8WNhUA1MD}h7ARl3je>3LD+OTOWb^nmy$qAQR62s~U8nEDz9a?=E; zl=QeCm%Av(yf^!8sQc_c?Fjohvv0iI$d`@V)Fsi8tSoy8ZP;mP@I2v-cC0nuFkgz~ zZ^dVXOuvm@qcmw@JfBqPaX!!{D}t0@LyPYt6wS~gk3COv=^0g#P6D8N`zfyjY&bc7 zIfuuGW`@g!7Roz-1s8@TFe1rM#-qfvHY&U?6oKFL(!5y@13r2US_L!J1QBiJSagj% z(^iW*vd>^XnyU@EDN7#^qFTngI+QR898+J0mnZ8{(De? zXn^7#j3D7@?m@@Ba&=XKRx}6iXz{qn_W)Co@AaA%{{#2cGvAHl^kyo;mV~a-d3qZL z;||g7Sqo2|M?zFWG56W=URvM-y#Ft}5X0K7Jv$POy>FD%;mLTB@_xe!51-+Q*&KJ1 zZ(ey3+QQu6Abt)LT^ACLPCrp9!(F9s0t5N^%RF&Ep!V@Oep`O4-BwbxkD*b%E9G|z z&wDOO7yjr2;;)L)+Os*4IYcA#1Y8JyZRXk&Jsg?-nH~aDH?d-t1Uqsj+cwv!i$#B$ zi^L#o+V{HF|D&=vk*V3E>q!^yk8FQ;|Hg%`!waOk1Vv9I%!iX1f4Tg{rn4f|u~Z&> zKuWq>pV~q`p*7j&XH8?jue0Qf-4Bzuo?h?0s@jOSlBf12j#K#Wh^jph2maq9YK+@j zdIA4Gj8NGLm4P^EzPQywhTGQp^jT(PVzw<>I@7;c?&dMa$h36cTe%xzKnBF`6g0;# zaZ;J}e~aaj#l&zk$j)Kgj)!7~MRl`iw$B%4^*CX@P%f7pUBcMO!pu50NdEQ3oQw07 zzArAw&&P8|_aDZ6OsGlo=>AOEoTdRD_}*dL3te*|i12{(&1She{nTBypOL0+c^_^q zMvJpv6krTex5iJ^fBZ2*VJE5fxwx^_=KXlfq%^cz(X<8*_8G->&;~_u#fQi^QP9o4 zs06v{C(>UH9R}^=gsrTO5Qy4{I;Rg9882yEiD=m<_BI`i`?H@gOmLS8fCkPSx9mATabO57H z36q+Wnz;=sUyk&Im5W|*6c9PJyP3hA3r#~Xw147s6Q>9b{|yp8CY&BBbX>8>64p!! z5SPMtp%|5iC^J>$2pA4GkwDyCw`e35r5`7fRZrfmr92dC1PWMPy+i&*e-MbVW($KC z1JjU8A5kY;vu9CxFGTAlde@#@Qw>(8opNpB=Xkc`W>aF26gD&T$I!h`sNFiE*?oo&LQY(MNrG|j+!NMU{JpEymbl@{zY4Hl9XnYelr*l_ zg?|6}7{=%z6t#)M#p!%)MN!TeKjm;We^-2e8e!Jz(%lN36{LRn^$!DrUd7UJ$oWW& zUU^`}u6||G1$Kpe)tOqh+&a~`7g=wU=&1PV!FrT!qPu$=egC0?1p+oZV&s|bLi4@| zo6kyZUw}M8_sn}aCo}ViJT*Nl?&Ps0hP%__tEq+;Y%d%TFzd6crG^ljXM%%I~*|I+6bE)C?7MbZWEq_|!9 zr>Ux|Xvl&nrbYnGU-(!1#vuj@Q#-BW($k$z6VtDHZT?jR&eL`zNLpwAWAiVN^uH%Z zzY5!G`(2b5gYEb8=}0!fOg z9eR+4>i<+L%{+YdoH|oBu2b!Jp=7>@FL7#Va?~rU`SlQm7yjgD8p$xAja4beGFos; zTU>Vs>O@9hk64JgAa#^3-5oL*FmR6E6SsGon+xK5pYpT8&I|3NkO@)J-lv*0J(x@K zgC3*Hi&c+SMP`s?vfsa~=zlh5CkE#SpiUy-WgO+J~mO|YH4n=kv z)uOMZkOz;)X?H=ttK?-mx&&Fm4Wi^O6Ss<>RYkC!tI_YBn%ymM?vTq=l+q4sk}Hu) zqVR5}3ROp(r*YeSi?w|&whz zz>!$+d_g88!`$d$h`a5cGsc5+f|Xn2zmjzQ*=>^P{EVs{hx{uBgFo7;3p%IFtF#gb zrD@aQ3F=Y6U2y>%l3|9tqH1nGDHIVv_gxsnF~x zO|?m~Bj8(#&1huPuiHkY0a`3;C>>0aWCfh~y(4y+=AhT^h1X_8qome~3c1^aehs0i zBFz)f>U>&NLYuUpEC{pqybNjI|Kn|&x$r%4zag&irsG^eagftzH_kp*v}Ug(DWWqt z4M6WcE7V30g#Onlz@f%-wAt+FK-VY%fCtP7bsRr;4ImOQ86&-!tZFUeX*hL-h+BId z)!x0MnXP;SjZLB$t&AYRH8BQy0b)JT^yC6>o}!nyR_MQ)+CYwqXv^!e&I8X%vL}&M+GZS1z)`tiEms-s(JZK^uopB`N#v}S4P%Tx2h0DkWU*;*}gxc7-A^)(qF%Y zv6Ls$2;nA&WlxAat4)wv4cb?W{?$-BTKW@N;3;EPzPoTc(c4om)nRefb}lVeajfj2 zk`T%B?Pq5O(6K3gi|7X^NsHZ?2UQId8T@KC3PB!M0MMH`LVJ}|j|6`?hV+WhpJPlo zp?nqc`<9xFGBk~`EIHtIfP%XfP3KyH5CvkL6r97uTqc*jAo@O&1oFAeawfT$_uXEO zKDiS{yF&pXz-y>w>QWA65Do&b8ZK3uZzQWsa`4O_vRxH|j`Wp0t_=f3EWD)VVTBQo{R9f;YaeH!XZEKodnQ-0D_+wzaHxu9IKs%Bv?Z1(u zM8yTE1EgE8j`!TWHVa)jMkXpr);_+1KJ~+09lhSF+=4)v+GSrQZ6#{VD=%DqX# zjS|0I%;u+-XhLafNK}$amHCuu3AXS3&(A7Gt|@DxZM5;1TExGgavn`5Ojfbz@>CXc z!B>|@xe1ynZ#+Q!9CbVBss==rb3qP9?nId=SjEd*eDRK<4C7?1>V5?B%||+RJw8 z)C8`Ox9W6=dIut_9%RC=c(JkV@SaQYdg;)Ussm#BpzET*9d)wBK1qNEmq%B%ZBX-$ zF82z_Y9;*iWYJV)cy4t(afq#LI2D);BFlvdfGk;9t^W&w6v1@V)e0*kfW!Ckgz5x8 zie~w15-Z>meG=P2>a>sK{t{HpGbI{X!E9zlUxKG;L@%1i6S4&g``wWnNJG*Aqc^|vtHM1g|w;CI;9Hc786l$XJb`}8QqVvX@9;CGXFJ?IhC zPHKGb{jA=E-Ql6NPUb6g$6TGq&0I4Pd6SyQM?KKRl*wU?6M^eeOQ{e=vSBA$l;dbL zAEANtWXV@9Z*L!G{Ya}XBrIhA(T~E!MB@`$H!F(;601j3rsv*^jrlD$-g`Q#>@Z6U z>^pm!#7hKywkM0Eud?gUjd_*o6~-Kisd*`jc~;uV%jcJuFLO651#$G)}?&j zCQ9^ZW9D!{%ms)EOaVE)cLT_43*@Kvt2uY!<@1gxKna`>dhZ>@AC#>X@>VE35VDRq0EItP`o2-8L zn+`)gr5FWz_Eg7bvZLyA+H!K<-^mFniN^<9z!f$-&{~Agu5Z;83Aa!mPDX8A*oZRf z?>Cob0vWO?(E$i28{pZs6`ddJMHx4!Io_Kap=SMGmRM`fg&+-|B+QivVd7CTglnbp z0w%#0-EVRCI>-736?B6azNALAB45bq3oO+4YAC%(ZVNr%$4_j+-te*Y0xnm!e9^BNf9#TT8E;%Jz zumvu&PGfh#%dp1t8&YH-l`X3(kYzM}npCkm>2aeKxy1HPHhF3ErBzFDZD$kFIMMBt zUmF+*xYe6h8L&rA3(BIm-V#r=O+J5MO48APy=wXCWO#kg(8xLwV)eQ3u2r;Df84{v zYO4$`Tc8eEGGDG7_e4P|>m?{Rz|5FIo;};jNbc@=7BRxiSR(pPFF<=a(Or)E z)(U0lOUCZc&A(Cz_4YZN%J}o9z99xro*UgIIEwoYCSfiJmlIDf zkz7{!b4tsQVy4M_5>Xt@5Cz%@i}TY=90-u!Q+wMqMrEn>s*(ZkXk~11Dlq!}iocZ* zQ+={gYhsrTjUZ|$U~8$yzCbV1IFU{@kKp*E%+)o~eX@(>#W%j>VdSA@p0YpdXY|NW zS7|A*X6cDL{Z#=?2A&{OWZL{~GZnSlnKixA!{tU^68Y@|kk-|4dUSE8m17)Q?>sGG zH8rf?SjYpSJgubZK|4<+uB~Tlja6qLRlJ8t7<${gnRQTa2~8a7W3Sal-D|el(d1Ls z{gHJyvPumwSot0U^DHZ;xQc$CbcWi8Kl{ruQZF1LnG#ZHiyA4)u!HD9Je2HU z$>OsM*EjdGk9O4SnlKUU{JAVH7dE2xC-cQ^hc5<4nDdNT@R3t{3JNEGCKF*C6?|u> zrQ59nWht@M&-sBEAI$FSoTk;iTKxpmL<3_Mnrz7j|p<|;0UoUQ zIg1EV;b{H0@Rr{NUK)%)U8qO21=BHt)Zf?zJJ&yt{Q&)H@sMYjZOTt{z=>$yOO!GB zU^>c;Oc4z`t!O`?b97TK?8f?%_j;lxRNTp-&_7u+Z}mR%nF2ienl5i}>@aF=SJLq( z*I2WonJWBXq?PtTAQ!Jbd{PNrF&agn#P6v*<5H{j#W<`3>bdVIZBKvf0aw@*Kz0fomApjI{HNs?yeLi#)eG4Pni6M z?P+TU#<^K1H-AG!(eGAl^GaAIurH|;2$pw@(eyND^STOq;J8$aXP_5`$r{VC!@Ww0 z^ab8#Qoh2|_>Vs2yH?cN2oLHVMGR_Tq9kiic2wL`x7brdNNg;92*v*FJAmplfZFi! zPnff=`uR!Zjy5V!Z0JFTG`i%*W|kr;Z<3HD*&c;_3V45>ot1h@dY>256d$U+B+sTF zTU{uS7Wb=KF7ypy#W(nNY$f?U{1KM9QydFnsEeio3pt+tIyNY*hji%tNmFkd8Kj;P zKxgl`tI*1qoiU|?I&{!?P#Gq-ZcoqN*pBa$INnONa#l#zar(^G5C6r(J|$t^ann{O zABVy;x-i|7BF>Kf;r}o4+1m-vocd5J;PW)zwV(aN=nT+M5sh*4?>Ce497`QuDy&O& zuu{y00mdl3ns}8QFF^3EB{3co=ytSC%`$)XZJho<|JxHTL^j77{qb~hLtCa%<0vbc zk`UlH>xk`E$resE*T?o8@s-x?yLhrly+Xy2YT{9dNmIp-DXF@*Bg`5RJk*978p!ll zB}Rt@@Wp;dN_Vf1Q~(&-i^z?b^3OUfQWnrz%e#CnT-QdPEp}dV=vvxLBGj75sMWgd zdp=;M=q>7nlpimxJ6VHR_TH&i!1m0NO@qzj)k`6iZyW9YCN@|Tff4dNU+i(ZU zXG|m+Zz1sK(nmr2Tl~3?UCO-yLx9I z)l56ZcU;xM?Xkek}Z^I3H7O0~Tuk&G;;YZ)}iGf~<_tIyDM@vo_U`fL-KoB9u<$GD2r&4Gv@iTt;Qu#D#NucVWI7?L9^|1jVyDCC_e zC{ZS&D}}!d&VwE5+ZB*GQgKLSci|DJehv{Je& zfB44g`)l!@UkPXQ6VzxZzQCOk5O*P*H`v5G>)Nu$S2|BHD<>tK*9p_h$U^U$2HnEM z5%hq*yg}=7r!AVjcelQ`kIQvRlV$A`fX=r%!tMp!g?8jCqKkjynv${t8Wd^4YtQ%{ zVtasCi_veIOVI(LNf~PleofWQI{uL{71{;d@O!t5fWURtX*t3y%UEz+92#-LpdAev zwZ>$53YgExhkor@pl=!fToT>3Fdj0UrX<_PnKU&USzy7iI*d;F{GWQIU$M&aWo)Bl z3zxhiLRAol0=df^e%vx@q_^Rf8jpafLAc`Q<1eBY9{=ZiFHj(gNRZ;A00SxtX>S(3 zmY7y)VL=eo8a&0y;qCvH;A&zL4Di*!z)_cQ5DNfkgLD9Iwj;;4A7Zc;IQP(>Sa^u#sBJyTZ%UL)V@FbGd`EIdK`%Up*Ajdt zedxu?C=!^>L<^XkIZoM$58BgEnQd!d**9G0Xr(ITYbSKds@-O@a>vQaX*lqk{um1@ z@Ewmhq#K(2f>{BcDZQu+SMEjpqGS)p`5sXB9CsA4s7A5kcQdavG@56_rAI1pfBxvi z_44V88FyKWIn8&n)Njd0XBC2KVB?bJ`Tx5@FRnYVN7j6epI&NA-P|8ur8Lpu*r7Js<8C$AH->$ z+AOORi%G9@zdQR`6-hdtTK}w$UEDlFnSY_nVgFv?cpM%weK-l5n5d+mcEGunmD-XpgCHBNTxpmHi^W(<~#~BW;uUXkA z{sd^h?8<};4wxzA^{vfZ3+@Hl4*ePu1LUs6VSllgrqVs@HPUgvPw{cWeSxGfx_T|S zL(H(y6=WpkOn8?PjS+ZPZ{+d@S#c4FqPf(NFO;i&uD*E#-q0J`|feVj;YM@FW% zlfGUut<_;iW4cWvi9X2Rks({zo%=(S*f(QQteuEgrf$0&oYADqb*XHiW&)8Di@`*` z-sIMbMwgGSR*HA!!kBw^wEBn&)q^WwgIZb4@&WMzN=uE4HEQ)@o)=)-$?h}M0vFrS zAonVM+T;}}_FKU4CELP_#=1fJmoC~#b%z^4rFJO+sw4u6E?5E6yc!WN2D5?{$;r$- zTC}bN4ju*yr+Ba!{$aqJW_ZP1`)gD_N^i(Y<;d&}nBunjn>dLg4_d_K_^MFo1c?Wr z9x~zPEYy>0z2CC4spLxQE;nsGk@8x`bC zXlDN08k-LbQ@h)CQghhuk9kUj0W(Q~!~ZnCFc^MgY)HwA_hrf^lB()(OW+pz4JBx% z%PSa+&26*l_gDj*BFz)qrT>zgBqnq{tdHq)u>%PAaD$$B(-LoxN7P>bYz{6+p%+UV z!#x`ed3RvEF@B25NtP8z#Yk>FEjB8K&Yt6i4(AY5)BEoUs)(_cm64d1xAZ-kPjHC! z3p(sgWV@F`7+4ym(VhaxuAi7(WQPb2dH`$p5psx&p@-cGr+J_28S4IcO?_uAUXK_5 zFdXU?FS3;pw#ev58VGsu6K0aRuR_(vbI5n|Lf@m3V+q{`U_(0Vmk2`~72)5r2#iz_ zI^*w$#x49{zMrL3Sfv~1+~@Fu$qtjx$UI&50=KeB0dDu#g92$kM3sGKDu^$hx z&gCOGXY#mx9I}0>^Et@sQ-yOteh8=2XBwj570&@l4>L6y>4Wk+n&?wnKIc!;$7W?2 z@x@kf&2sQY3mlZZrsr&1WK;y5*Pq_h5F*C>f2sFb|Jjg31K(Il=g*%@f)2a^wz-Pi zV~ED)(2Uc3l@TfR=N2j75`zmx1)=ql87_9(cjiLnN<6>tlQ)FvyI4A^@y|v9x~44s zpCtmP9am;1)A%c=j-?UHNTqF4@P9oUuK!;RsO5BgPh=f8;P9272*V#Czfv_U78PH>K9x>-E%6DR0>LI10O*!N+NCn@-sXLr8kuCn;25LeFV}@r zkke=lUs0i$TT`(5^aWSjlq{D-t6_>+@Mh-Q6TNk6tK3lpsZ$29wcR&fijDdSE^XE< z|LECkKw^|277r2sA`lTEb^OW|lqPNkPUJo6;@9xEt&%yXJ+Gks+G+-!u>`>|J%L`G zW~N{py}%3-EH+vy$w_b?bD}zLn{egJ)Q}Mdy2q5gbnYY5-*3J@R~-)fWNx*ibaZ4F z&mAOal&s4)sQE5Z#gpLBrGGOI_QY$~(?b{XlGJ^fCJmt$^rNW1<2@c%d-)+8oo{4y zw}1g8O}q)y#3nhm&H_Dr$T5gWsArA-VQ?#>edKjXxKt}#2Iuq^o3Z~e2Ab#5^6l^; zz+k^t^l0CD#8O(19!$C({jE2zdkAJ5Yz$tVQH@$*mvY=vaV@d8_!NWqLH&$sIXByM zYA}T>4294$g>P+vJuCpd!yf{2^=CP@z5mn z)Yu4V{Jm$@njGm76|PMRr!|lm^{wat>x49P2# z;8Xi0#{mKx)ayYs>3=np&YO=o?#D!g+cP-nERu*ma0qUG)=hxdUh}LE9Lh;`}Rud#I z$Gwq2>4nA!IdCF|BY9ZppwV9=_2n znyVDCpBBuM{`M_F@`bmt-f2Hirgs)Uy44!tmci(e>&8Mjm#@FGL|KsE? zV+s_tX|&to;)1jU#e2Q&k$)QebGj&UGk$mNEoJQ6b3pVE&`{-9zCG*AK_l->g5+){ ztMiZ-mRPmL2keFWW$+YM%=JMj;bls!`1Vo|R z5}SiK-Y9pzI&QxXx0wwXv>9K7ZZt_DVT1&^TWP38=GxaipZupBf8HRqq(| zLlnskkg5v&N@PYn#1O0^@0DNIt z(EA7N;czZdEKH7w@9oXmIQp^>aguGksf0H1S?(ir4muVPy#dQzaZK9{!A}oB0}~n1wE_x3fQSNwGZJ7LxtvmQRtNBj~>&dbhVj z$ae+sIcn8SZF;&#hT^dW`9A=lfN*gJv&qIxIdYS~kht0v;`ypMt2Vwj^tCh}Y*-ns zPRkTJ%b4l+-}|5@bLKUEif@n`>3I+-xhtwX74tC-?89;yzKNA89V?)HCOaY{4zXuo z8?M{`Vli0cAy56y zdpg)*_PE9$DjD?sz5X@{`|ja%3n3T6sR&{uSGgm%b6#P5xTHbR3nz7Uq!KMc3UIx% z&l{-_%S)N2g}u4$UUm0B9M_|qhkJaischRm3eL)nR1oBfQhJszhUw~OZVn7E)9HH^ zIy=h1pgO=^>CfNGCz!GO;Bm5ZN79>fA4eXfuEs^kx4~;5@G6OMgl1-pIaO#ieM7GU zC!;Vdyf%rq?y6x&W^Jj8hBbY}Yz$tXM!yUF0r9D@*Ke|(Ucqo z8xY;xE|sSDW|D{S4c?&#KDh_S-D$Bxk@;b>GhD)kyKbN5zh&QIRodSQZ*8Pu${j@k z$FdbmR|L-n>$pA;kxXf(9V+0fFBK(3SCTFA$Z-^2Cw3JheG500tWy;^3yDv|4AZ0v zmgO;@$^V_jL811;0~cS-dBBspaYl*wy-?E#epme?pdAt$z;*&Y4rV(YblFl$eM|o# z^nf#=oXrvxDWFPbAcho@YQ-|!Tfn!o3WI-_xnuzQVg`quqKphJM1C>Q`$Yct^7b}A z))$(|wP$T+j9VgZL~j^Z7}vLmVhls=80?X&yng=qPa;F038btHKArQ`z!UE2EY-39Z1gs)HcmgB7N{UJ{tVRpG)f}i7=Q^=Bi`vDxRa~m2OBbL`d*}4H9UPu3bX(Eec8^ zTpdh5s)z+nD$F+>Hq%&pl4(Pr#j!X^i`&HOvVw7R_2-32!aicu)Cd>KuW?74O)?zj zOt|3g-mn`z&+3jiDm?_liwrZ!8^$Ax?PF6jn|$Mz*sQj>A0LJf-McpzXmGsH?mAXx zpr9P$tyG4^yHE`wC)89xt={DOh^WQW*`bTFU>0W6<(%%HS6i0~Cw~c~1Fl1Qml5Ns zXI)C*Su&Z~XEX`)7H z9EQ3}|Hx8Y<6bz_do4m+hY0Iuv7JX8Nfp&_k-|8$6|#+ zY1?rg_r)Q4JE$T70TcTH2%oZ?XlFKNvfHFsH3}aPn1udJ!OhLK&s2^#7vuuP1kWjO zUhHVwO9tlkcMf4GmO@_;p(ay?gv1K`$#BDu`K#_C<}|w>`vs~yX+JS=w8k%@5?5Np zZE59OxeML8b}Ne-`7a}n)%pjsjhEF;8|yWuOTvGRYrcT@4ohl%cdb&t zln`%m?v9NC`?tqS_+Lw7)8AT@w*o=Jp{o6!V~Y(+9l{dMd7js?FWG%K#+hMICHnt| zyLbGqr2C>qPmGRjyF1oNa$?&ZJ007$?T+2CZQJN19Xlts_1wI__rv{k|AG5$*B&)S zjjFY4?7iliYtD*%=h;+!1IghFce=^`@0$`vVZ4pK`l$m^8anz!)$Xcnw;9i0g9K3~#f7 zK_~)_hiQ4c_I-JVwCg#zJ5Fz+Ck(2_d?6f0A)~;X+XqdzK`JLLt~E4ZBB#|Tf5%eR zV^;byvi60tcZ2(+NiOexs_t|wvL`cw!7MKGl;MbE*P~TkMO&t}fB{ReH=9wOg)eJLvFv{B2p- zkHqg^aH2N~bsgIXbyzrBdW)sx9Zyx_IV$?AydYdo72Et>y%J|~CR-lwNy0&pVX$2F zNO0my60IZEKoDIhl@io-%KpO?PH5+a04Al3U#ilQJbRYtSQ8^tY9oH3aq+Q+=`RG5 zzzuEg2gviaAYLn3_d6Geja|DbM}R}72#qJq|6?rI6>NOE%yDHeFuY?r*R8foy2}i?&F&u zY=#pd96nJjD6=RGYxPe?Q;iRU#J(_*)Vsj<@es3X*wTFvR~J4|e$>ak!Zl^ohRl}f zP5{;mmDludb@4u(6Y6NusPdP$gaI0+nCT!?B2LsWG6L1JA6=vb=)Hf1*u zuCw@~>RGL>hjU~Y1tjjU2L=2qO9VqK%}G%`T`#r2$5E(oj6V#W`~~->CN@;{P(I=S z6S`u@#R=&Ns8XCw$mY0adE-?jshp6dspQMG(^$s-baYxmft47J+b};b@_B4`)TMi}3cxaxF>uSU9mBt{e^Dd1~9K$Cn4#%0Z~ z73wtSm@WL$Wjh%e1y;7@iO)q5dN?$g=pcdNY8ZZoGCrGe#;nWqkqeKx$17H|t)myo zBw;th*w{gw^`38urVk|z0e$RU(|KExZ@%abe?i|EN;2?K8zszX@vrg!GAZnieC=(H%qR=2zI@DwnX#ir5h4p7;C|09vuE7R)iNIBMb8l*Ke!u%8- z{{o7Q)zqDKUgIY%Bw=v8b>hFgbk21>Az5-K9&&2qifRZO^-d=>wOs$BHNEzn)`g{o zHJe=JJOSqPg-@7--@T?zI+w2Po?>2ItD=^Sse&ITTjqqS%GG^c3P?JoXYBVQLiC=$ z>hTk7c8jFC328(xwyBIcQ}Mc#{trOtRTQ+W9`w{8Sv`qr)!{q!k$kvZXl=1zt!!Jc z&+R3|>%AIZKJ#!qR?u#$k9mW^J-TjZva284!Y#Oj9Q`8^_tG47%Hy_DvN@I}3dk{y z-nkpAbGk&TyR_M5ilLa`yvlPuaMZ&*f%xf?&yi5)ZdWt84#5}qNUp6Wgh zZsYWjsor~xNR`A?sAjcXx?Za(p10+2N*rpi*^%i!EtU37VZ3YbKG(}N?JXo z70dHuo4180M!p|XD&J-lfBfH9Vqzj^Z5yV*K(}U56s4wUIiv!cf`4|XBsr+bm|zhK zUGYppOKfRFaJroi>*7=TYnr<%|amqH*xg3XKzi`0`CWgAX=%vAVGtrvDQxqx!8Vl z`vA&R`25z`8qF4hQw*`-lC%?93>`6h{H$(g^k4qLE|pp|p}+PT5u`(lK`%&7m41jE zd#poZ&@o3UoJ1Y~hNozo7^8MSRPqtqkBpmIDd8eH349&I^eYelwVJ_y&8s_k=>4DD z6PDbk9XVO@%N#5|t%R9M7aZkwVar zXZZgPjCA)Rf_8V|(j|v~sEUrlOG{`WvVn8=lI5x@32|bqpX3EmF2$DD)@APmIN5)k z6Bzy!A>D?{wf+MlLuxc_u~y+q-a~feeENKJFUnv~PVUuqU#xKZdc1aA*+U*W4a3hd zA_YT&Df^-wi?)Ptepd|=dhgLK=r4m$0!wN?s@UoDgUmqSjo7gc`Gf0dK-sQVQEFRg zXU4kG-uFK)HK_|78Zsw(|34n;?)?XdYajlie>z8h@@@akN&^2u&_v9t*xHA z7yki{H2C~qQfIb5e>u1Q2gvyUoceDF@Er{T0ssjK2>}fO4G9GS001D+0pzU0%0`Z8 zfr-}zWDfQ7{ktqehByDM0pP#xg%Bi!>nauA9omKjc&2^B@YV5+>iF65@UqU|EixSN-lDc5{2|-vKOE!qmBx@NR2;wr*$ZDi0Gl9Ky%?w7o*J%z4oJ7+KtwKs8IRR$&A>eEDfn zC&P*$lg(#;lqs37jdZ*pIwDyTM1xVVIvA;?@ZMlxkmRNz{W@~Id|fo z8FB}rb^?duawxHq$KLmEaW(_oea!jDVA4;?Y@_30V2nn*G9V8&`4C1IfLFf~kR70& zhqxb!Wvflf0_WP#nh|%Ya&vZZXob792M#F1(6S-&!1Dh1X8`0~maI&>qkUI2#YJzQ-D@J#t}dGPeVpGSz}HfbLywEw-%zTMsxtA$z73Wc&02~UrUs#$er!sr zGEvC`;hL~=wvqvT5lEdmlp0roqm)2V6cR8nMG$)UKKa8JI1ib$D;C$!(?8vb(MF5K zDC|*LbQRNdyuhe{pSZKflPOqz01&md>8+8wA-PM=(27Dh^ke@GkC}}QH9+0ByQ2;4 zl7!53{;=;A6rPXYdj}&zN@VW}NiBvm2GG}jY8ihPc~0Gk`e}hV!*5f_d7SKHM63ZO zCjZ`V?vsH%{{bM5oCOj|t2cfR;W!I~pr9Bs2vE$phK}?|Lv1DAC<66u9Xsz-|bdeW5hI`ZP+zjv-iohG8Z^n}U z0RnY2VG1r5vG8;c8BHL~DYfwQTzmIvwep^Oj{@6xc%hfr4$A!zFVuYY^8!1tJ!}NC zec^?;2-gS0m#otM5SEsQ!&$9)DdLkJ`3rrrFG)yjk6@W%qw0UHPp*@1=~*wVPlo{& zy~BOx@TM;k%tl72{J+jTI1HFAGa;4%1iq_(Od3>}5;kk@T%RPaCo5HQ+4h9Jl-(%e zXY4J~nzao@OD8dJ=0zyV;o6l0kjkJb*20~h0#5%Sw5U(2>wem#VbN|3l+KFX@#Haa z{8r4yDIJl;a|RLwm%>xs3B|4u#>dV=qFN(o*(VcWR!X^BaoYEr!3#r+{wb(`GarW$ z3LIUJPkVv^}^nqx$3#e*Tk0i zm#gMzU2Oj@d({Wonz5rXjx$*@912T&`E{RAo!t>TOiJINpyxa1-@16FEvHqKZM$G4 z*TEA5V4up*(Lm4rJWYeu?=JO7Eg#nfQ~dv4W6Rv9$1s9WJIVardg2brmB%VVF;GeB zr8`lG8WiG@E<#7}sfBV|?QDv-X+LQVpfHwT(TDD-)b6udI56eK-!dKCW3 zvEHU->SGnM9^Blc({f;{68%917HADYEC1#DbX31RvdfwkL2-7kcq_9jTO8`&|B*+S z1$u-Von#>vgRa5X1-pSL?aL2c`vebmf$l?k&fyY$a&_Rq z{yQSE2C5T1BJS3boAG&$pMk_h0xa!WJyvvXf*-FAQNq|{?_l9yyo|K$W^wHq^hCu4 zZU@8i8t_qmV}T~EWOo7d)+>;E*ou(p(t)LNMiaLRZha$g5G(d0nA$sCvl$-!IPo~) z`B*bY(1VgY{{hf!-*-&HUR_n|CW>aWjaoUFRQ}A*dazpx4;@&b@C{an_`tx_LmlV> z-ACS#cytA`H8L5sr50Rneh)e4r$x{=kr;TyTL;%K+@JLFh|TnR|BS8ks$wN6JnzD# zev|C7jwLx%zh%N?=}VNgJw3Na>of3GFZ>>7hYsq^bA!@<1PSa?E;}}j45rD{0Q)6~ zaXlHnmvv`Eb7-q8>8}a>t|ZWnhk578naRbqr7^RDn>s2 zSYwzgOac7|n8d+=a5R|#N{K31$dWwpbZHb%xU@4}m$CTd;h6%rF9IwB=l4DE5Z1o< z!s}PDyCONHT^$n+WgpT=-Q8eU+REgdOixNMO@q8@Af)wpt5AoId7NaGPUR`-3;`n@ z$p2dQ8#xT07#0gwt*G3Qc{8T_Yfllq!f~O@I_qXl>GnNjaC7A3JrBGM5viz#g8D0H zcMyBAb(=J}qO+esjWbXUr-MWwdnNPUy((6RQv)GiLdK`~KR{pCKXYZ;TiW?~MKQl< zaXppzUB!GjHK(Z4NLf3@w-65kUw)bkDS|ttuB!B?$SMdJj`5sFqE>8Esg;)iV zd5&UKLMiLI2I8I9YsZ5TSlR+)Iy`XVSl3JrY7;DJz_qOd|=m>guI>aOJ z&@UoKO(EOFx)s%aULy=qZ_lYnUGWpSWr|!PkNpcS9(O@P&FNL6MtJT9eF)CM9_9Ka z81mgl-k;gt46=2deL6U#G=}~1Is5c4Cap8kE74=OMp?@hTI!F3_ei3xCt*1(JA(~A zefT0pM%OVfojXB1=Q>uCCi9maMx*}WY9)p?UXw`x-0m(jVA_m?dz6Baw6h8vK=4TW z7&P)Eg?5bVL+P&nhCQwI`DiPZRvO+d@R7u zrvP}<)*ClZgLaKP_gaMtL$nc`xWwuCPc%71`7h+ijLF0_a~F1<5uzw#-Mct>8dE2?#65v8$4 zI?tRP99(WKDX3Su2$$=SOB|%^wZFF`Ei-bd%qc!P$}1^*oUhmt-DQg77GnsAmPB_2 z9uT-WyIR%))7Wy-386*bzo^nycz>56Uvho-4EyJBe?$F(mnFCIVK~DcRSS8^bs$>( zM-!elB?i`!-p3t#41Mw4XLGZ>^nDv$=c4!X3BH%WGe$dJe*zu+iW2$S-jjYBXrBtzR>xZh65Xy9=6SZ7WRp>6F=hX3uFxmW$Q7zyJ8AWdJLaw z6gtgHof2#&XsbrhEh{QWX{%t8Gq&X(LuzY%1~#^^ga-!tnr`#~dTe~)$fq&+a}rx| z#Rn-2Ly$!cGrNp3&4q7=$uy-266rH*fn}W}2*oWsTiLsEX`I2U!E3orC{~>-n!}=W z9-aWG^)6#p`WrPgNVkjO2M?B$v1y%}Gj9%<6`;I!>Q9J#cQD7md!=50?(?vOPBZ6| z22&z^0V7r^ZC9kb)HM&$%eC1#j!HI3zZX999={Ey6JF>;T2%n5i?D)$hwLU-K|t`` zgfuFIRA@0O$ePOz*~^W5hxY`TfM4E~v4qj|2GgLAHdD!YODW9Mf`g`F@qj;F8zXIG{rq&UJ z70?VmOfE_b@C?uH4mfUCLTH#$eF6X@00@A$|7UWp{L`tZZaJ%TKMt=+s3HhHYkx9T z^FAN;s%LWp>w;m?_o+ubM@e2~KuF(ffOyIpi)+PIebZ??0^;^3GIU%C9$)TLKYx-K{)Pc|8_L0&j2)i+!9mwymor(xo z#Ye_n;E=DpZrQ-V@5zSAM{F@wE(naG;gN&7q8*mmFU0V6eC+H=MX)-%tA5UQNHmwKjez~V)ykmdOwepP!3csmHD z*jn;gpuxEmDo!Um7~6FWrf=EmFBk@yv2U1z5Az}#WpxxQ-wCw`J}_9YPGT|ocNbaS zgdxf8G!a1iXTosh&pQ0c@_@8>Hgs3xJRBpW5^cWb$=y*RXEW{k%W-<15{O?Mu7%kV z-)8vfD2aod_yq+7n|HWGwa+$>Jyw8-Ar%3r&N;lp_d}}|h*-+|;e2HnO;7fkdTjd* zdLgL~Ba~=nSngxojpi{pXcl)ZyC!TAK^z*4cV`$?bfYXHn2C8Y2E=UDUS7u_cCi56 zIAQn0EtE+(7O}qFDJ~c#z>N@tMhk!G?dR`&&4NL|Hik zT60P$)GODsJ=L~fjAkN84JaQqZF7Pabm-!H@v0ySnD*Q?CYBp(a2JPO!$~c!)7x?V zt~XCIzDeuL;EuqFB#?k~WE=Ces1Ng*l+QYsH3vBoo{+V&Bc1aXl|P*%_u1w+!1;f9 zShxeq`~NsDtqC{?v8kr&e=|?&Sk}Wf8@a7o|K0l7MO~}(#80!3U^=_M;qMJj* z^7d8r0WlsO3~w7t)Ak=A8CNI;F6K6KyNl9UIzM!O;#X2W8E=m#_Z27{0xrsQr3IO8 z_T;e~waqW&Z#IOkNg>@n4B0jE-upMIAm*KskoVJ1R!H_PB4ZK#<$8FmYrORS8|&wO zvuwUzyxfsR`HehEI(F`tk83wI=jrEhtiqHp-?nve!zM>R=UgNhBz$;|WXXFwgD{$B zqKoZ0hyRnff@#rUV~B_~vr7flh43u@(5B6f8MBZVd(Ehonl~S=zJLz)BZS}LJp2@a z$A1av4hAel$=Yf*d0D+N&B$7Z7TxTzfvn2u^fr}sNhB2J0hoX~W8 z9Y$dllrmY=Oj`5SMrY8zfvom8P#VIQSy)#Bo6H+bmaBiq{_X1T)e7Q0t8^cOpf%e0 z`qQL}E#ZbfrWW0b0en1i%rrN(7*i93V)|YT`k*-2keRzT?;Oo4mux;*?FKf6q%?s*Ai4;$ zP&na}b9TgGAgb3*pR{5TSS;nA7Xv`b4`+@sg~p3FSZEU}%Uf7PtTQM#7wVXeFp~}x z;&}=B4%#{ z_Cr!#j)c3?{_NlEo`AH|znmq=@cW=c=F4F-Ws9OXouFlTEI8_!*uW78(?^~dYEj?L9!3f60n!C&ZxZa5;%C03sG|L(uOVgw z!>D}i_D-~nx9Ietj2xg(Zc7*zvKyW#Q9=YX=DbFXw^2FAK{@Z9&KB~!T+~eo$r(evXf>M57|BgQ@j-s1ysb^($K8*38ZP+Mu>ahPqvO%i>4AjByO$ zyFzZOLf0t-(d;L~DZ=<>?wTwUuy*k7-9+@m*6$F5a$7$fG1O8vaTkiH{d6X2- zApRd*0`(NDd;^f&iulE{)owqJ;qLAeOQW8NQ-xl}E6BXe2o&98?2aL!`Wfjox>SI0 z3LL9y{x+rG8o&jF&~eYpsQq?QT-6%Vn-g0t$64J4^ND8=?h*CxPjPmlyvMh=Q$zMJ z4VLQ*m;_LMBzh3>cKCPqs3^rcilmA6+Q1NM!e1JSvB zw5i zea^7Z#dgTO?I-JoBP!FQeuivxu|W+P9R+!B(fJ(l;@tv#c1@aMm4xR0b?v2KvaSG} zw9jJqEb+9<60#}oz<5h!6Nqd!*3r3eWc78x^+K~F*fd2PLZcSBGS_}0>(A-+`?C2F z*@{U4L7oBP?{H8jy>5JxI&pO(wz>n(WMz8ooswZ#q{86eq%w9r2W6dUvR4#UtI4U# z(UUo@2^N~zU8xtO#M^&@o>KDqfQbF4@N0yaUfo7&IE9R@tM6Q|5?)e{Ia4IC-|hZ6 z_1`b8R?j$@w%31ZvK*t<+Su(BfUfdc6DYTl6@o|xPf=!`imS3}qi+HO&2at~T?x2+ zXm~eXQoK{1(4h02Ed?%LH+<=4E8kV?KB;?AzxcxBEhXUzMPn2K=a9T*yN zv(TABa4-iR18ps-SKr{WRtcDJ{3GG_PI(dLQ z$nX%%Koh}lA%QM3j#|RweX5euLWr$OzRGjwfbkE!M)9F(uxz$2;bU?0@OD7PzB^;a z^e8@$H96qe&hOMD(Iv3m3W92K^)w45GlQeEJZA>7VXsR`JKVvFuqO6ZZtPj-4_i3u zxYOp*qAk|BH*u@>WIBO^`D%Z?d{u5R;@Du1*GrN~7~v9T{o5VUpfP?=hI_r=g<$Y0 zv$wQfv7!)v|EaM_IN{)kp-u9Nk2B0y__*EL)ijqNA4+d7N*|f*A&s;3t(JBUo$k!j zehlIIA!+uv_VKfb07(Pl^*5#X5UD4xukHrO2$@tvc3bi|hE%Jk`;Yis(7xKS6+b+r zHAi+KFd=t}I&*AGAF)6q1_?mTPl~B$Xs-efKnZ)_uayaS+dL3Sy)^QB8?mXh^dO5O zJQ-R*Y5lsD1pP*QT!22ze3RpTR9Y{4g+s*vK|GU zNTrUga{(sJ-x@X|WnF1ca?xJ+;`Sv>F33`kYjU6y%Y9d;TCt)o(}=F(I${W?;WOnQ z^}MYK39|(21qW4x+u+KotJhqT{8j)!1xNpQiVfIRrTsvHwRA&v)$SYsXl5)g#yvxk z(FmFn5&rNsw>*K4C#$X7kD;!)tGvLxh+|vVB8wiNdv%sB(-XFK;rty{oxwA=yO>>? zh!ObD_7m7|WRB@V-vPsG3;x~#|4uzRLX6UZAkPT@Fzac}#wYS#ahK>zasV^b#D1(K z+wYmq0q;`5k(}7?$JSEK_DvX3BZedxy+HWikyh?^65UkIIM-PchdsJ;4|Kp{UJK3M zzvy&Td&;ivn=g^0-9f+|F*F0-4f1^;yU*Fn$fac>sv}fP8wpKFp%GXTzXB;F5;A~V zp^hxHCFoNiktC?xMLR4b-L{r^G=fkY_f{{iqXLUn-jlZFTm z#isi5hDK3P0@}kqv83*r4)gL4E?qG%qY6L~@c)4n@FreiMA+v7#cf#L5QA#}e7TT} z*h|M&%)jAT|C=P36!eir2I5J<^ZR*?y9(pgp?-Ur4DDRQlPzl8vQ|pC&6k9j8E(bD z#MN}{H0aIt*TaKk_2%IZqhB6#R3==(r)iJM3so8hlYpmwrX5^%);N=7U>4+PlGkqP z;(xEh{__dLYWc(SnmvGw=gBrBr z>09^98H7^KiwSC#xfT6|J>f8;Y1Q}P-|Z`S&S1!&>M&Fs+4~wbwrqU%vhSp#Z=A!T z(^(lK_&>?v!u6NT;&3)yDu$eEJnk}WW=0{Pxp>}86l|h&2eJIM6s#u@cDwZDUIqVE2*Vv*LAhU7u^SfD3P` z44*U)hhGZWyC2>}By)odk@@%y8E8NQnH*sA=^XHugcH0^_EQ<%QYqrm5MEVEOtY9~ z>n^#eI1@GIyx82wOH2$M^vh1D-qrp0#GL{q#Wa?fWj>0WpDc+7Cg!h6yOTsN_-yi+ zonf@@pQ(p!rc!s962voOxND?fh=wWtwKDr0SJrVfI)=>+yb^IILVaz}{;=zgaYO_PaKIKznVO2KE}Nk;8!8F&(dA*mYp@!sQkw&#R5 z`#5Z}+ZIdb=-~2Ua*QQ@8xZIP6;AQeH4};dlmBrO9z}PSsL^;)BS)r1IUvo9$xYs} zF7!MMsht*kP2%dH5Mg0e>TyR(&x8cuQNjReg-z%_cl>Nx=urz9y;x4`^RiDTgfrSq z$6p(RbInFV2{!cBkNJ}Kgmj-K``^Y;S0=3Tr-}HNpFqp5eC#o6>y;n-!`1VMcYSXP zP+6)yzZYWXj`*mkv;Zc4#wt$zKR|oWV!WQoXxB%HbL1wrFu&5axC7XO#>=1RFOReN zZ#^A;UpQe%rsTu)i#gO0PV=DL0`LjD_vsMet2~{HlB^VKKOyHbyaMg!<@vc;vo-mq z=9x^QH9Ge%fHq?|Jy^B=)&(g3eNkmkGL=o4_{ph7amD?tFA-cvW!CI3!4I<0PGKGpHTD2MehVx zUYQN%ARC}vm`V3Bf(g|@XFQ>AlQphc^HBEf0*NXtoVvOTtazi|0^#s<((fiMV#=7P zVTfh-zcT4g&qMjzMD_D-N6$vh{IX3J8_})fPIy?^Gf4gjCZAO%u*mZXR6e>yk}ED| zdsL%Eeth+TL=2-2yql#f^$V8K^cBIR$jkmS;@zf$E=*2*%}y-mdHxKE)DFulY3idF z^ka8_(irg1PvO_5Eirwq;={g-zk8seCx$HTBNaZ$cfgtLy`O<0sQivD!BI-xmzJj% z&iC+uD#2CMhcA!2Pm^uqRT?e&@|mCnqu;0s04I%-MhJ;Hw4mO^$Qd6| z^deYmh$7=BicY)(04)CrE!!Xc+w`&K+B)SI%hbntU>;mUP1fswjGGlR^5*A^EmdLt z+7W)`eMz0C>qvH9n#JRAw72MF^Ry;pT>7&|QM2MkQgeM$6w;JgYF#0x zwlkL)H2@lv4&BToO#llZ%z7S;@@~0@Om9WXJ=Z8E|DEdycWLMMX4SSibCxmB=03@i z{hjM|F}1HrE#*=;Y|6*gInAn}j#$lr=byUfI%a~Q(=}qLg~Z!1vM-FBssq904;Jj} zoYT|;v(~C*-N0>~fce?O5cEosZU@xfcjFY{b@^=G<8SI%?u%I{Ttid>LvK62#{v_K zpI-gyk%R*;G!HD&bVgcqH{uV`tXR=T&_Tia1pNV_?t`*@qJHaHU6%B7rd=+qR@LgI zblj?{SUOpe>(88z+~IMzacn-pFJtU-XHq&s>$<>S55#jzICg=(3bN1ZPN8A%SZ6Ur zZ3O@my*-Y>rw$6k94p1(EE4s#CLY*!cw%|usWp;*bDYH<78t&{36}?bPv^UG5Bs2* zp5)8ZAF@1(M5x3&9BO)tvawF!_hGP|!R;Bt3t5$|GtNBjuSs3m@Yx-QX z0sj3lpAw!qOJF;e&^7}t3pxp5Kv*c2hdqy}Rv;aK$LKK&w!Fz1fs`5EtP(#`8Y_v_BC*hS=ke$HH(5Np!I*`9HJT zTv9A8Y|c0L*r})%&0Mt7b*?sCt$N<96$3nkF+WK%3=%u657=S!qCX^_txEoupBj%d zQtXk_WT)p&Bc#L>VSEWy;2$2*<_;QSOxLP>A}9Xz!FGmpf({)H{{iq?+X|ZcjnKKb zl*1^KgOAuAW~`fVOoh>#aOw-N_Q%U=gzU$rRPu|EQt7Ey)ce3MI8pgF?8_u5XXwny zm(%DL=2%hG--4;nV1H{Dh4)(+Wd;xSk~#MRL*moV2pB|`^xCffVzbFuK7>rlBKHsj zQ7THvFnBFELpdQ3i-lXYiu+&g>4CVVTtuW&s+U40rxA0{`|gLSL9kxE`5om3XFMcUQSK|Mhq{ zUo3O_AArpYZ%s&cU`PNYK(vv23)KyLeB}x42jFJd@^|kujAqK86>Kl+W-ImV_v8Wd zF%koQLKXRo_~>al%6uE;-7RguAH&tydBuy{usdP7y^Dx(IcoU+RQIjnb+CzX>>3Vu zk%Ja-w4(&qYv|fIgUKT-LsIx>Ti~v0lv|0e;iz>+e9{`8TP$?V0Ju^W^9cLS@km21 zsDX-*NuLF9yuCde|k?m1>1o6k{r_)Km;8jy?q0g3_6i zU~8686lXn%A~yNjxt93%bV%H$khu82etev5d&J;7CodF29*5-QS-bGj$t@DrXr{;|zbguuX*6iR`5-#4@?W3pLR z2TD(eyzAGIZN50@FPU}=B)mli0m#~IK0tD>Y`B<|Sd#2b)_@a*IVex*Exq@%MNV=T z>uukMGyyhFjh>*#x=(wiPR~a2qOBM&buuqHwsf&JnRKD8dlU*&8CEt*t zrmL-zBwHhKnwCk&oc$&f1O8OH&Rox!nZ<^_Xtq7O{PSvkpNlwYJ|e`}Aw6v^8|gO~ zgL{0Lzv?gpo>oux-=Rh=3EP!7ru{=@6q)$50;|)}Dsx`8a+FNeUt)WRg-II^lGYGs zw@x4524L=~Il)6pbJzn4Y7kzCc2I5WIx$9miGz9wXZbyiDbu}!kJm)-H+@Fg6aJ@w5Qp78eySD%D*CqYU?i1gLK!KU-KnYr)1(;Wo)4q3jJ2kB-HS z?)FzUok~}a?ui-H2Z_^>dh5*773tVQ#fzh`%2SueEkD^IH-JjHHpaHJ6*YT~Wff{W zd!JwZoZ~UW;Q?5CZc;+2?7pg|=!~vNm9Y|U83xM`2Ja)pc}Bd45q%jFnGF-+`qU2z z_o)(yq-)^a@da`JB59b zxo}XU#B4+sBdQI&lDL~?)|kYmKvQW}ck8vsyGRut+Y6W|ME&|iE;Je@D`^haupEog z*vHy;po19PUmMmt9HJ+BQNCs>rJq^D)s~i-Py*py|Dv zld!AxCQ;S>fzZ4uFGz6u#izH5DERYY)%vbi+#HyGv*ERcRdu?uA232BR)=={^R1%=ZWmyE$2Dd3D@ZOiq#?L`p`4&uBG1w5 ztj?dc^Tr5RNJ-570bz-;d1=nMR>PjPU8yK`eS3wxE2vt+THvY^vL9wqEPo#&J0$U! zBnI~p_)YgCNDW!X{v4(EJ5&<-gh6;R67+rQ>CIhH2*TGxPbLU3~w_7)3g^|ljyxh3|0a&{aPO<+gaGvp471G4q z{(CoU6v9f_c^(x@#F|leMYi(A1*C2D(8lZ^OMfJfR&8zR{C-zN$bK1|b~Ya&y!ZpP z`s5UvEs6-}!PVB=5fJK%hwJL1sNkDv2qGz7&zrHLZyNIy_$t;Amy?FPgz=Q0_xa?q zEgq_YfN$rSwud9?oICpF+1piPi$iz$J@i{Pc%jwwur_xNdJoIf)CX4g2EhC`6Kj>* z%x>IQt`IhzLj}#?g_}s_#Sg`0_U};kD@epG|G0iDus{j2pmqu3{~&;$apEfVRrHWO zJe0b1Q;abfF}GMWt=HX7972w7H$$7tC40M0e(HA<*24hU4Lc66nnHV12|Iwv;K@=M zZ}$-%SD=mglUjoYTSa#CLcY-GClx0UypWK*)JUqR(0d$g@gHm~ z_zr<-&;FBSZ#SuMFhy<*oWQ97{xVk8foDvsHE2Wl{XSMh03c{ay8dPxQ84Je8o<47 z(#9x!i)1Gh3R24I_FpF2|4sizjPvk^k6j;SS3IiEP^~UBumxa=kg=sNR0{*ztX@4g4vyXQt%vxJ)-TwDLls6CRvVOB88L zk6%ehq*@L!m>;AX-3LIiHuT?PJ#>>MC*(uS4f*K&Cq{)fr)L)R95a z{+AKZ&jCc4P$D}Mp{fwb_bAFq1NlU!(uEPz({tPSST_|KyWTLtG!TaPd8 zQ}o6bm2Ikdf{M+sA*DMG!QJ%e|9)JFwue{Z$zQbmzK&j*pL}0pJNy(Y_aytlcrrEl zUeYbDI6h%uAddcfF>tY_a1HxV^nCq{Bxi$(qKhf+X?sZwl@CfpuiM^Rfu&;;aE3}N zd~@t;QN9QB716A(i1wVhh@rdk&Qu|YKpOlr=8mYYGv#vLr>J8QFIethDRJohj@{Ui zOQwp&YnwQ?RgFrVbO^yx;ZY=rq8W+BrwCQ|{OD+lO1GI`FcU1PZ;61_`L~@8D-J$_~!o6EFw;WVx7sh$QGbY^iO(Z}@2zf;odk z-e0Z+`P_KSXAGPY;v|VQTtChecl^Fd2ejqK1Vj3` zF3@_fbvBU9zKa7Qqw49fEL1pb+A><(d;HOAFYnS_GFN6PQzBjXJNN;Y)(39!J} zYMEOUTlnO<{qdCHRF{}=utG+{s|8Vd%=zZe#6MKMX>y#mAdpe2svqHKivwNJAUk+X zMv&~_cvU4g@xFNi?5-PB!}tV3LL6_aSm@fPlSpKHG|Px65Y(~I$DAGF6NNha9SO{V z^C*3%>Km>r!Bj~{iIn!=TRmWgL5gujvndV{3QM@twf7SiYLig5zFGzSzU@TkR3z#O72iOOm#lt_inlMr1CAigzDSGNe6j{ z1LBCvqJQWkH&0&O+~;ovk|Jd|2VTfQ(U8={_KYtOUo|DIjx#+{c*(()Pwr8dh=RVi zUSMpF+80}3Pg_X+xG)}+qTUQ2p4|O)W+f4qF0-1IBDvFUPL*O&*BK2_Re=Dw03gn| z`Fp-V%yl63ZtUw=sKevI*uRcGdW~M-e#^Tjt8)utRqQWl`15bJtyCh&Y?^B;dB9Pw zw760Oo<6bQ9)1c6_*fd@T()pa!k~()fjz}U#U9?2otx5nt0#7MOf_yBi+3uvXt$De zjL={6ReYoTQnKxh`+9g0yMoXq_nCg8jBK*vT`hgZ3^0cI^*V0uaK`jc16*nM z1IstdOt&|zWB&o5ep9v4=^gM8G2X;&G+WXy+VjkG7xa`r8-_YOix^Mgm`TXNlX1<5 zs9{L0hwL!8j4AX5iT12&+aCsdRg|i2Mjgu^B6E=GUDY4=>EtwE=roR?ZTve?cgr?p zrc#KszVd9yU}}cv>>S^cPC{qIRT%gNGbHT@sotkwgt3bt6T@^j8r9AhSndAw?PsX!GML68FWmIDqHS?>i+!~yY5;32sU z1Ph6b^MaRA(o|Bc2iq?0QN)W2ACrS?Ln!)B4;avhL#lH|LQkAZJOanfxh}XylAvAg zbGi1E-6p++uGr`qr+y*iR^^XCyE zO{-=DHqsd5GcdYdZHeKxucq_44v-oaZg{UbG$~bGN%x%i#+4iJVRzYg{{TNm^fQBz zMHp4483uw;G_K7S-SNlLVReKw0*8ht4lw?q50HujeC|#%$^c#tvr_i$Kfw=!tkj~w z4hvJ3$fO9+43QPZ;%p1Vt5Us;#-o+^ZvFj;QWhdqa?X1*lp>Z=FI( zf=Gh&GFdMX1BL=TR;)>*d8&-ogw`AsLvG25UYjBL*ZJzm+e*ulU-#ouUUV9{rU4=MX{;)hrZ%8Za2 zRVn~Hr3})b!>x5t?Dv`iUxdK)E;$cX2f@iu4=!yN6JLy2KRFsSfPDkKeZ+E;^+b+> z`^|89_uWT&zX_Yk9RWNA_mV=4`=TeA9+MjY-Z$8}9%&^>!PCg=Sr9(A52K>+c%M$s zfR)G~5CjV79W!AJJnBJr%alW1eKzceDniGf7-Kx+$M;ejS=wg{yb6&WxpEAmDZu$~ zccX>Q<6FV_Zu8HkmRxM(@_?6o0&h<~94*g^K8ocYd}LSFIZ$iuoH5Tbb#`=kdipUY z2>{U3XE-^;#Hc3IXneTf>b^>bNQ_@^}Iufz3y%RNU84_e<@ z2;e*a0F(D88{-)O9i{h;Ciu@BIx}f&!}Bq83zi|#JHPr^&!p&jl zN@eshU(7Ap7H?Q-yz90FaBbh1cZ1H->lG5Txx3Kd5`IDR6d&U>df+j80IYTEIt!h< zqHk-Ln3bVNF8qg0zQJSz`AjS;MA*woTxK(u?W(Cr8^zzzyczXqTHv+883| zQYZ~jqDQ=fu2t(cb{oCpCMl&)m5-)9CI0{;9lo)T9e@Q*7f42KrQ8jd$;MgYsiZ$XYR(elb}`Ft`6h+! z&V(TNXX6QpqDOeL-)``M#cc`GI>0=7h)^EezlI2QMWIl_jP`Q4G615bIxijJ3fL0> zmU0_=z}%1$7rfkdQfqSG&LsqS4dR9u5HzxQiyt}YtAPum-+YEf#^XB;Z7<&eh=;OS zPblvsS)@9l9iG@~W#W2@F9ruHbdOin0R#U+Dj$-Kf7a-vw54#Bg z5kQxR3)FX?K;!Tuyd!f$524fl0Lpm6Z{UC3J&h(mXhV2(Jex@tY~Sni9>zq3a)aoJ?nP zHrvc`w^59vbgwC+2hDdvg^Kbw#v754F^<8xzB2F;s=i~lXX6KWLY@4G+I>FLGE`<(==bpZR z!puZV93a%z`Nf=1EHL}S$*VCf?autJDBeZWM;L2tA}01t;?whe#A(RyeEkW~iNNw} z0T7-O{TS9zmq8k7P)BE%5Dp1SX!Z{-u|`BB4}hwpr&uDriwFZ9XAUgD--tj<%zf@@ z-A7*?mS7Mxb?;UJ;P81#tYtA)lV4;XTXPR?xNLgL1 zHeQK)z#c^fcBmF3zIBNK)GD~N5CUkp1d+P?=INn8a+86liIY(1Ao8ar+l=EN&!yca z#_jvDE;LM$)D>SDra50Adm#(n5SCt7v-ZUR-V5Eqm z`o}T|nNds%cKl~D;W24>UH_U{2Ke27UoH{f%FAkNLgp;WSJm-eK1MQk3dLkrw4zVz;d+i&EuYBP)GnbQhugvfe$|V&NUWTdQJpD8R z+;t-nLGy3_05li`I0umb0B<5XO48mR3CFxn9zmgv9M~(spOz$Jo@@tX&RtF|tNTrY(I%45`8{LOzCt<44`JWq z2ZN1{5d7Z$7;K@~pPWDvP->WpM2XXtJN20I?Ql!ID!+^wkdhRKZ`H}tt0W4`ruX09 z1#^XT>QkymvN@*odLM-3c`@n*!*z_+JgJperqsjk{f0J9=p&<_CpcaXtw*9|I}jA7 zCFAp!+09A8=_&cgxzKC82YBPAC1~!P0Zy^TZ!|TV`$_kI?1lhCq2xc?#hXObx_|cF zb{y2t{{Tmcr92hu5s^+;{{U1qM=*5%0P~7z7o*9gXymMZ8ByIMT=kOjkOak$cYpPO z8`{>|{NvkQpc?`_P%iGbhBQ>O9Vifg8Do;88^9O{FY}Q#dpGiL5>qc*Qw~UnI^>;P z@9m(g+f6&jN+Uy_Q9dySS{XY30P!*FLK`D0G*vHWj7dd2xwn_HUFqDyQobl5B@##F zgm5myTJc-?%a)Oc+Jxmxu*as0!OaV`>~p*`Q*91vi2TYU8-hH{*lR}a)y^%@qrUhn z*ElF0B%8=-5nj>Fc8%kv>DB??s3{OINEJTUD2K0!;-&ZZh3zuNH$}a?;mp-34DT8f zN12z&n9-)cVBth|gWe#2jQk!!S)19gYC^<34qCR4>brnLzDvNV=YeCTnyoE3LoL%rZ8p@hrqj-bFcchian3&KXzyh6Ah> zO|+W!XdUy8MfLmt0AEu31PlOtY++|iy3dGaZCZTg?hD6wh$Kx+6s?bPQ|`YQ-%|T} ze5B`oa#SiXdcp4u^R%aveB(e$6<;_xVF{F6`f;$Z$B2{p6YZSrkm7v~VQ+8#%+Uw8 zzr*zR3T^U7o}4tb8O0y)et)%3Zgenr(c`S6c`nl{AeQjr5(<~G3=Sr~T(ZKR4za5A za9TYf*}RxjP*1I=(Iev*#aAPd2&u1A-g0XcT3a&Chn3{b5*s8Or$F_3-_SHTG&$xk z&IYN1hQ1H85wRopkVg0$?VP%7r-1o7E2q3DcTg`_Tof=s+#AUh z(xEqEFlu5?PAgbSUIt{KRVi1=zj+DVZQb*Xk0|L?!@gMU+l;-3Z_YB~4chUEI+()f zXjL=k4g%ah&oiUbW=eBXIv{k^HQoyi7+}zb-lUjUL#>yJ?=sWct}sP1p_hG6!-DGc zu=#ZL17>mB)_%nP)deK#aPZ^73Lf#{z2HqakCS-qsH*psN&{&LH{Y0)#*+${$oR_! zhR<{F-V6ew^nJz~&U{pP<$mrw^f~2w`km7aF!5IZ0E}xt6gB1N@0%d&1w8L8>#Z3( z#6u6}Yr5+2)axcTV4wtitK`ity^2p6S@}1+n)j9%-AnESiSH<&jidQ4u?$phIMt7$bi`$P7} zDvGavM-YOsJdShZMSYJLr}0YT==aM_16uc=&D$#f0BV2-SK*aTCtPm$Bjgr4D&~8N0UHyyDg&$pGDfQWevL*ReqG+FI5@HYWK(B?Gsd;b|Jjq0g7GFtt?Z zGSb)h`o+0>iMFq~f-Gzc?^_l}!|VVLK0%@r=BEN z66U1Y5e|CIYAzx-BPR1^u-m49D!ykp!!?!*kX^i&6i(KypeV3_f1Ky^pub|AK;p(8 z^Tg5+^ICcgPpt^AC2{m`SQq=?NKL(Gh}lr|4s4E>!;OA!{{X!a#>TC}I}Mv?b>)at zhhBKf2;tv&Hl<;K8cK=297`CFPz%ov=H`CQsK6s<%sE9o#Wgs=g)Th6zq&NzSQ0;&oTH^bY5C>_$op@^2- z&F4CITd)x9BX3#6{6cF8N3~X~ia$%VDS@dmK)EXhf=5#z9o{IZ7jnMyVJo3Is@0O8 zCI-|;tnL>+v9InI5d|t6*;U7=GiQM?&F+DJ+<^PzTT%HT6*KhKWri#x1r?M z+;L?cBrqn{hMqHbr)vNyYrzArpe|?&yKmUQA4Tvd><{ftRNyZt>}+%E5Ohbfb=!sM z7y@3-xKBIrmgr+B(=U$)h~PnRvBxB}s`7fngHer*k6AeG99sVX#g2U9T5tekDVK?g z!1&fMNRt!UmqT|&P)}4h(QuV8IBnRK)2~^^fcO4F0b$N*B`piWfmrL-Q_KTB(d=?- zW+jPI2~c%GJT%P>OeLxvaMu$M*cU)2J9MaO<2>Cwp)m59>z^3vqpQ4{@kf4KV+w14 zh1$FhpS~Qh$k-U~`*R0)RgE6NyT3Ozuth;pX_H4$%s?hbRjf3g-8B6(b_U`yGdhB^j zO3?Kxy~N{9^M;B-gjg0a>h+SA05nn8Pl9{K0BnK-N5mf|Su7|zmB998;q#Cz1L$7> zQ0crxv4VjgK^1Yv5n&uhnA&si8(WAQ+&b0OSO)UotN

2WA4|i7DCpe{NS#fwr_y z3CFxn9z&sx7}zVoo_S(MIoaF5Ft&xen|J5JWdW$LXD)B2wYVdE!06xfAus;UkM-Jy zAxhp29~oCQfu9;Se7et9C|5R#fI+H%pW_|~GQ+X=)>7sLA*B&H5fS&Ej8svv&0B%*nEk~0|(aBl-GNZaix$6tckOW1LcYpPO z8`{>|{N}IbfSBNc^whvl^R380;J<7On8yIv0eC%Qbto!>FttuRA1klXE=B0_LFJc4~w z45bJXj))N!l8&=wUV6b}*pT2xWf>t=8Ay>^OoexmkMhYtirW$$b2!zr9Ilz+rx#MV zSHexLN8kH%!nkc)ih;b{Bq?m04dim4{rXJh{W0goFXx9=og3AC^zE23b6X`N72EB5S}OW-e-&d(G-4_%Q(j4v3#4 z_rgMkCu0|Z74T&+_4;k#n@{BDPhX#kFSc}LU-f@)Mq+z*0u1xF^OtAo(c#5QmGJvq z-P{-+-#+j;qBK3X=O5!TR3Bze?SQZDAL)uxV9x~8k!?|c}Y4MSz+Qjf* zc`XHltl$8@&LOyCY@%Dmzsof=;%vsi0)BH@v3w40k;BF8*`Gy0hXLsPo^j&0EscxT znAY1N`X$~B77TOtBm81$1RB+cf^jy>@xRzjr=-Yf5gAW2CqpuFGzxEia<&X`Y*(=4 zRjpJ_09AW>an2w!q&MVmbF3Gb7L-xGU&^}8g+W!VZvp(}Xbr$VQuJg@ZCQK_ebWti zqHFWPH@V)}zXA!Zj?QKZ78BkWLf$F^N)umK_d&@IHk= zF977aiRF9#)N6#?2WH#oYVXDl#*T~56jP5TY1%jRyqxCI8kJKj0!t~~(WLbq;4O;D z3wNF$e7g#rL3Rr4{NywNPq;b_yYmcY*pb`eIWZUYukxFnmMr;Zon%Y zddt&Z0#VCJPbZTlP57$>&PR3Ddsvy&L%q9;GgQ>02i7kg4i^jM+xEb^;^Q1kV2vI1 zf{k$-5soT!s0~v<7#rrJs}3&RVb@g$E=&OPiG}ncEkiW4cyc8RZH_L=oDY+yBBzN0 z4$r&;cI zP*qcYH-c$_%65L)p-kTK&$c*}1IPwr&gO;AL;^0$a+P5A4vHJQuASwwk@QJTXw7o! zWF#vqa!yx_W`J6u9)3Pe<+bvCnZWz3?IAq@$iJLk_TWuT)c!%nPr?!=9JFN=&M}f} z0?Y#VM93C*Wb);CO&wy-jE3N@`8eKadpNhs-mlA>Mot*wbAa`UjFb7wW!L-FuP@(?-SOfvjec_{P&0a~?da~BUNRc@l zvNtl1Tz0Af+T=K+qq)o`jjxRJ$~0yztr6mez3Hq%h(02y;J26zIXgVyn~U%jCA4FxeS zObFm$M=uzLDXNLs{{Sz(9fH^ZIokvIaiUE>B2Qmc9ZE;hvcB7O{_pRjv%x|rueKFvT3a^~lB!`rb#c#K)750(P zTJ7ZIhnXr5waNC)2e8r9pfHcdPL0NWrEljJg%ED8+;cH~U>fBtJnPIJEvF#Y3Mi>?~LH7V0=CQ0INIA!9nct zRTx1udt5$n)2O5W05`rel(XfsxYu_3#R(H!l>P|(@Z`K=^40)a9^9N9{{U(l)s{Sx zK>Otmw50JY*)-X$=eu7Mr#W!;VW3!ff1yhZCIM7UbUa}-jf?yS1q6x6{{TWmX5PxL zz8-1dE0upd6 z%zW^t+;Mun9-uz|0KtPwNc0E~0A&=N4M#HuRq%zi3$vxojc+Tzi-NGATnEL?S(Wg9 z2iJ?TKon28iDkDsP`{M=Hsy*R6UWh(i0&4jFVmvYR6?K0mA6B9MEe5$8WlwC;c;FZ z1l4g|Osq(>4qWHaYW%NR$ZT2pUb93B)~DMJ4UNJS9~M7CVwKQT_yg!Y5F7=w?}iOf zd2!V?y$np|Jg}~|pho%-oen7i2#6*zA> zdy%HYa8x_Ue3<3vML)=Oj;Pe2btDr`*I{*28H*ON&##>@J!lg zJE=3$r16TQH3^2=Li)bgdhg~ss~QugZ?)f+_t!amJC`Knbq}?}fO&1$?KYuR-6uI$ z2bVx2MDY7~#@A@KkQ+u7-@}aIrml*CwpZ+C&FZBAsGH_{;~cDQCBBv6{u!(67ykgc48Seg@DLqh zQK&TvY^Aq}j~;3^$B64Xa;>baEMneG4KQ%kR-j&7_d&j+)>kUE6QKV9DAHg_wg^Ja zgI{X^b)T;YdVU1O>6lmSiRKQ2;}}E%ofOJo>~`-BR6({Q?IY_C0Ygs128{0jHxDU5 z+t^X|;60G<=zwnL4MO(lbkTBST=-_zA+?2RiV2q>%iV{gbNubInX>_x00r4 z(uF(od{>-jh-=pd(z@lX!#`)~kS?#mu8e_h#!lzvls-(=4ftT8)E;`t%-@civqHv9 zKxHKRq0P-h&C|FLyawgMAZ{2C-RvRTNxXv&>ZXExPPqxz3Td1uFSjf6oxF9!;PT(B zjmgy2ck|x3{{ZizvqE((FW&k5P) zamP&wY(4qLugI^H0kmTwcwe!PKox3vU#Rc`Qm2fEXOn)<9h(LKR-D4R>#ZMXD zq0F+CqTGTp_{3sImmX$tilZszYUcQ1lX-(Y&le#TIMcxM+P$jd0;meGI5Wd@ zbQJgkd<@@7=L7-(ZT8$sML@r!?%-@&NBp4kkkQhVV@JuW`N!@QZ#j3%)NE30RU#lHX6iHbz6LWjBJ;ie-!cS7LJOw$gffp zHKTh{NPH%KMx9?X5Dwo)O?-eU=yJ0zmvY1Iuiq#-LIc_Na8GJ0CFfr7dB~25Bf%G5 z^PI-%=GW1yWh`Ka+*3IZdY)=wbk>?T+1_*WkI^aE+xO)!ZRm4 zOp)eb^l`O+j1h*@d#Q^b&N7tOv8(?8-x{aLv2DwbjDQ>&xokL$hxI{_H3&XOCn~=B z*N{Xx!-&+wMTYmsg}^&P0B5ktcp>RAejky6=md+TumFL*%vf<%BID)1vziC&L@ja`2ET)* z?l?4YX90nsIZfdDr#N!+;hwFTVC~#8tKu*!?u>-inE(yE7-v8M&|p*Sb~x9lJ1_bS zhnj|qgO@)T-9TiQ-MSXH46AKz(V+x%yVp)urVyj0q0FBh+$9Ss42$4jYsPNwwT%Gi zcsj01inUyR#UE@0DiQu=Ca;_ddrN@IZ~4Kx@QkF>Cx?uPn*F(Eub8GDE9DsqczSv_ zIqcVghsKS=(KTjNu-+1NzO#o5^8AH#5)U~CTx!%ZJSy`T(qix+e&|1ZVQ)F2A@B$f zUh!9o`vo2JcwsGk2+N-9w|mBr2>|lJj8qg=Uuunt9k;u1M`anIi`qE zXi{Se;S1<2IOoP~2GAQr zt%IZ1F9grBS$1;tI}y|p;%Loxqrx0cZ&`PgLLU_`=PZmnA~5m+?8Huztw13E z0JAmd-eRfF{#O|W<6IHDJa*%5x)}SC=T6sHabud1J4tx19OZDus-Y9e_TrCC{EwIs zyP6BV(2_N+7VkJ5(yXe3M-N!)LkYUk^9AoVT2Ms_wb{ln@Cj6oz;-FdZQH~l?u$+# z>fwtHVBXa$w;x8OkVywiUXvoVR;Btww&G0NXnOw+F%{jl&BYnO1#U|-MwS9S0_%A9(xjqB zxwE4XDs%HrwLAn&j?9CCm8J!OqPW3W4$nEvS;ekYRV?vvR~w@_Vc-Gxd%+^)k&f@( zW%816P`+SC%e>ixc{Gl3v5_XahN-*B-YvNx5pMxeQ1gve7{4ZIH}kWcGOmY)6lt*H zeK?#)3tqay zB~TArCqrVojl_^hNI8QdUG4x((<*Rf%U2U46%Nro-==fObXy28mtsvt7U5Y3h3 zAa{kfSTw`bmLmrBN z2H!aWoGD>Nt&n^dC*chhha*g)pW8Hk@x}`;o$)&7`<{^6c!9l>d*dZ>D?;DyVM^qa zY^_04a(yGhBBYm3L96}E4rYd|j{g92-$F*4 zbEFaX{m+d;0#PNg>o@Cmnc>@yE-)ls+;E|_{5ExiVT~RT>UtP>#B-u2j!N~nDhyY|i<71259_yK z)8uS@jxN&338HWBoLMhouSX;3H{Mc}kW8ppwsYjjv?zT?{Fq4N*MmUAPJEaf7Ssxj z=p9+e_`=kJr2%1IHV=Dju#6CJK+hu3s21*?j&2d3EOqJAK;9Jf(k!y#9RS zq1%rC0J867z#GuqZbyA%2oW_1EHZz~4e4^HJFs)TVb3gT0HtJfYj*}znocNQ#?A4p zYd>=7Zyj$q(8~rC@}hf=@;VCn5^Xd^*FOw)!~qnUqVQ7Wfmsafhd3Ty@F+JlC{gzq zXA)RKHk`11^JI;NAOmH#-cNX8?W7~26szUR5kqUsVf>sn{i*2*MTR`RKQ(evWmJD^rHh5XN}U3G{(%2t#M9hVV5@6-4X=r=4SbgV6H@h7l<^LN8j8 z*~^D+xNZT{!<_7I%y#O!XS;(`dP@L^&>nSzCKxm!4}i}p-x#~9D5#LGgS5S3kR2t! zbCKrYDE!SUKoscP<;Y$E2UGx)LGdsTIv`?EL3r;J@T1K`#CE$zEoQaYM`8`j%yJXC z7I|G;Q%6~@N2JUv-=9}IX1Yh7+sJ*7HywPsn5C?8lnZLtJ|8R@Y*H|xs+&3(&*4q6 zE!WG+w-z|R@+=e;_Z?vdh;MIY0iiJJmCXY~ZDPQ2fc+ntN5D;Ej$+Q5kMWGso~OVa z`FN)uk_&G+c{h6e&jAc1VP^8BV-@mJ7g>>7}#zF~A|n z{Uzd*ZN~}@M8g250guW$BZxq&z-Ot@BY>a^y&3B)82R{Za8CLZWjINxN5y^j>gO8#d$VUKa<44Pm3|>u#*IoI? z@nMQ;KPD3fir>Hg00RPdy}f6s>cimkynAUz(Wr~1f)VN`#aAo(0?qS@sN4la7j5hQ z@_a9hDc(Ff1)Og$V!qfcse~zrbbRH=FD#o1esMbi_IoSiSiq9|Q{DnXi5%Q7)VD|| z-wk7dK6USaoSnGf-Gy(Xy7q5aY(upZ08q`|=)3X1^MX|kk0T3mQ{E-tkNf`s)i~;i zT-w!JKj$_4HdjXhq1GIOpxH|h922kTd~W)oJsx+!#rjMk+YlOx8hH1dO)}iQLV?ZO zy<$r=j}S4TPZ@i62QWeOy9%H~A^Z=1E-+mQ(8Qb^V)252KX9g=-+1=HSOeZK2e$@* z5aO>Mu^S~U1VQqAp0U&e!Vj|MlK?jJzBSJx&xSTeiiV6G05R(Kfh?tXM>&7V zGEPNk(N!7+EY-y>CG@CVhS#!V20jr(;7A6#duf2Eh>j06e)Il6VV&H;+v<>JR8bR85J1(+^UU@Q>T^mrDwxZ63``yWwn( zs9h}vlhK+PGcq0~!qxA_TZ4O^G1ZQ+1OrhL{qu!ZSl8yi$2qWj9~nAzbn=+s-tT_! znBf|cWu6G;Wdg{kVPl_hBKN!jxX9t`=)cmANEo(mQ6(AWu**xwD`B%5w7RE0-~4No55CJINoo_ ze82d&qKxIhjXJ`*Nn>ZWn8S}d!NELW$cS;HC2kV*eE$GT zB||tW(Kz@=0{fJj}8f)2q+Xx)n?>pPbZU6$DrEt`hoo6+q6T2kcd>SDe_s zg82Kc74fd${v6+bYzveWbTXKjOn@;qo8%2#M4TKc+AO2NhW%k^0GQu0FM}XMQvI7t zZZ3<3)+I~^p|DL}E*a7O#y1D;z|BM}HC;L8nEA&-H^IF*wqRT|v$Fyn_WglPSALk* z&6X42lt=+G~G=I2L--H~-E>@xd(DgmJ!`QQOu`S@x)?RYR!hYhqk zkQlscA8Qaef(mlqhZR6nIM@_3S{sT?r-D7bVp^E$fdvAfav8W`fCFlyXU^t)Uu=a= z9JgVINdWQuiz?!JnxVA=Q?49;lWPg#@&eaZVdYhtIh_==`(un9F(5=zcSEQ9S}jrz zg0BXGsSL}b*|m+TXhBDAYYPJ+QA#Oe<;U8^F6i#^b&7eotf)%XAT zcgxD$ZLqk;Sd|#lj__A6Monu^jC;^QQ`&nN`_F`y6jceZY2zWV>JyauAl0zR4p0Q; zK8Q7JF~PANL*To|AbJaBNJ6Hb7a6YG8*HA#%ZP(ZCBQ1DFWr$6fl(;0DYwCZH_{S@ zhS0QodU4%(pd2=p$1Aa1j{g7{D4yfkl=q2Vz9_X+B0Y`+<9!PT{!*=Lg#;G2VSej5 zA-O5G*wD6|WPJ#1{DP{LUUN?B=t|Y2aVU_$DjhFIP_

L*Z;yCM*hKjk!bLoI)-N zl@@k4zY_z;(^x!m)@tR65Wt=5aG$@0mz5cC&&Nr?0!sL@g+C* zE`w%r^;>hE{{X0{kF9o19j^h3n17K5W78&w;nl2mxjc!-IgZFE=j<`POagdnp8@3A zv(7LGj1BOALQGl+Tcda#?oA12|*qZNHKmsVGGA$t<@v|_FMCAGj?xbCp zks9#)U@-*!jBx6YOgrK+uX#d`Q7UV}`8|CXt#gD4bO8BP&CF3yj2_<+IKw5^&@w$Z z4QbY}H+`M?o^w$7foY}FVx3@c5!8SnnnXtX`k+qGFHocH_Qrs6!09I|uCM{skFcf$ z-&prKl%A?;ZF!7kX(Kr{~54+UVoxP{bba;9>br zj*}I6EQC`v&m44)A z{FpY!FDkF|e3Y*&QgTV9W8S3r?FR$uA4Z1A}(s_S4bPPgj^6lP1AztKeibdW`mf5|LmF9zkL!I}m9p3^Y@DcLx&1xoo3;Y571qtHRp9*9l^uQ@%y)di6n@Ug~3JLyl zp+j}%q)4xhwTwZQiSi3ja*iYihrhFgpG8N3$kV&^)Gz^xkoO!mD*$2l*YSf^Wj)*Y zX@O;U@l`#C^T6~Hyd(?eFNDLi8DN7#-X1u{s0n~yhYsGUwEk8<4E3J{DBrNT8=8j{ zZfiaL1}6LQ!JM4;1K6S5$75gwG}_gkKk@7BKZ4)EPpw6WX5-EzoJ8V9Lnn?vM+3)Xz4QKNVk>Wi0$7@#wU*!f`-#8+Z=sBL5c@G>s$DTEf zm|!b!KLz6>?_h)V6w|$%<5)N5%hI+u!(#+32btDrbzPVoV9-a;oERHFc_E-3{PTwl z!kRCwV@OaoK}5Uq?+p|vfnKW|PwtnG`B{BdjE1KF02V{sd25oCE|>mr2>MnAV8Eu` zrL!q=b9Qz%K5lF3+Xx78UoXp-&G-h~NMX6f4zQa%VK#Amhj@P4R7rFq9G`Y^NdAF^ z&6BnG&NzA1hJ1wc7TX}^?DlfJI?(F^D4#%ZMLa$* z_Mk==iaI=N`N66Pm4M%u?9B}L6hSs=eqL~qHUdzHHdp1|aIy!oCN#00?xLMv^=@6nhYINTN9&P?;KJFjs`7+ z5a}9xw=u?z5?kD-CIA7NI=_zcnCn%;JZX)=9G*A7Az@=WaEF%-bhJS`KLiE*h*&kTv z(+@V|#DP`!!vKyxp$}Ak*n3y!p7N&=#<|XX5fK9O<$N#x98&znL+_i;?kUa-?{NLt z5dxf_AJp020sN;1&(3m;mP!X4Nx*-;GBU{}Rlqx=gb`Ys?mb`y038Q-r!F1ZRS0R@(R0|&Vd?KYgUAOJRnP|2$=;r0gqQfHsUe@LnVs&^@bqkPvMg+>|w!tKCrGT(Z7t-Ac@9_TqF>ShtKs4 zdo=9=4+y?5(nh5L@YC0v85AsML-U;Z7!c2~ZJ)~oiNKmMS}jUpll)1}as}W+`iRFF z==D6iJ#55G=&naMU{rg1d3Ji)z2f}qO`eB&bL6YO!wu}nQE}|C(c>!GS@{nuTkv-< z1r+QdVF#h#81wifZo%Hby6bqUr9S9~v-)@^E1iXXtPCp9w2&$eL_~9vwXxE#ls@?c zP#thiol|+w*_A0D@s;=x(|Jt+f_IlJ6J@nEF$#uRt`Ow^0AJ9J5(chCnxz3Z*N3mQ z#+^%G7{}5`;~q{ow5~BIslTHU-5#)*Ou#~h&0se-0apY!Hbmo`^e^ zA7!B8g?qlT9|ffNj_#iZb~pkgrjCf`iIc>X@PL~~dY{zh-df}W4PW{(3?f;T(M5D* z>!HBQp+9pKLr5S*v2y9WhhUhg@Lo?C3hE1b2pcS37c>xn8wAI3JaLH9^|&kPeB#)s zJxO+kwR>{@u8*=83YzhnEI_=41<+{iyhfeI@Osfj{{TGy080>95LpAL8NFocf+n-n ziQ`86VO1bq;HSg8f=Cbm(#ik;%enzcAa;Cam3XYOT^CE?!GUR;*JKs*+{(NFP7B!z z8$CHFXu5MkQWS445vM9B>LirwoqywEL>ebpn*dZX0AE9C-c{edEv9u;J%Vd0$sPd` znmyT@o~ro=ZXqgzQ1{7hGQtrxn?N%{@uKhrpV7 zk=BFGKudJoM9@_g;-2H4u@A6WGfB70jBs@a;h@+cO!bBdj9Z1K)c*h@DV6$=M=2VmGeb`PFzgL4bNWadxsG55mM$m0XTN}+ zUa_0L{6v@$H@;?U?t8#!h|&Bpq$_Z!)aTg2G&6-t>dX{dI`Ztjby!@@wkO<8BMmgr zxI^Ra5ZoGv;E>=Df&~Z`+}%9{2nntMf&~li8XyFRG){1L37LNHx%b?edFIS~=broL z*H1s2qIT7)Rn@y{ueEB``YB*q*f6C-ps3R#tlV>V!gYcyXL&DopR!;KaLKTln6Xx| z={t=+KP@CUVbp#?A6C6>uy|a{(SsshvorajE(mpXiXrl=yA-dK<9iNHtl4!aTEM&J z)ayFxSCupj?Z}tyR1SI-Sjy*)Fm2NBjgYjoj;}|^S+0hE#}BIN>at4{n)9FS^J2aJ zXMuQo+w^qFPde33RO%=MX-<2@Vq|dxgHE0I8{W$wZ{M4FI2og4&J#6yh8U7HPK(H5&3E@dLMO0n{d^WPjGwx0qI};5w39dreW@Vw+#Imn6-Al9}M1Nd9^qxD(M&jA?$-|L9fau+PwheCJ zBR(jsH}~_z?Dqbf%ddAoe>(*>NgMzF8UNkmfiC?V>DKuNV0h1S89FKP1sMY#nfi~M z)LNwcJ0StIp{JariCmpgm>e3y0NiNZh1~tH~4Q={z1ck zYv})eogaUgj=i=hmip33Yn3jw3)wGsd4674R8V9 z{?pV>@kmGB`G!s|CaW)NA=Sc072^cSE;6ns7pR7bHL_?@&QecK_6GC21?Prg^P^bj z{X8W{K~bL`jyp~_p6fPOYc=|eXqi!Cj!Gh#IZc${Cd}OZeff9B{*}b3Cg%q7=Q4h^+rMDtz5%8r|5>EV8K{B16t>~1bAJ;{U^}nN6CIrN7*SB(J9!y zM{cEXKzh;tuuyIB5-)6q1Sw)))=kAcY+w-`x1FEzNE8l{1O=kh%8sY>K)!fnz_TU7 z`nk?#I>mqzC?^n!{Xoqwm9 z-oy}%Y8YE_{og_jiFI{Trd|C{&-4GegMUw-2=#r7rw@&|o|59drj_XZ7dgCk><;I3 ze=kef49DMT+`Y&Ckke-N$Cz~MO{L$OJ ziExo2M>aV%{@3>$7kTBq|0g@IRm9+`O5;Adm2b_!jdT6m?}`uG;`B@A6W2>c`TFXA zlG+p_Pht%{QyOqWc6ZSuGbpn1443%LKS|{8gXoAe!1o(9$~O!d1>|2GHDq<@-|7B0 zBnGJd8;JZ@$L0Ut^l5_V;5U)|MA1<$p^bQ#b6ml59Fbnl|LOo<^LP#-YI;9=Z|8P2 zaZB{J^A1wE{#Q94H0Aq?`S`OHvy-Ljw*Tme$X|&u!SndP&t2Yg4T-4uzvtl?LgX66*~4^YJi(bV0QUOFyh*J{tPevlKO-{;T!> zodc?{p}#2n=>u@!1ArhDRCEyVuMbiO0005_bbKeW+Ak)dt|9r|Ybmv-7BDSd8KkBF z1|o||Loq8NlL4rNjKSk$jKlFjEXU~Q5Tncjn@Fh28;GWS%2Torf_D}k(L&_5_F6O1 zyx%rKQxx&Xj4-w^$QuDgnZ%t;SwX8o3I+xp;6S{iXeT3hy0}bSAT@ z9nLC>N4Z2~@ma?I9g3oIG>+2ZXz4uM8J+MfmKnFg|F?gst#IOS^|sSKAiPp54{35T zuKe26p{$ST(1*uew0K8r^+3l6nFW-_3|+BCGFq>se|q0?OG5&)mzwH5KfpXim@f}! zHg*_VLesFzF@yoPdep}I?$@WC)*muv9ym2}n&8E=UTJ4a8mPTHJLw&M45;zBUk;?S z2nP0R0(5HvXdboWw(AJyUdMLXhbND#Pt&+g2M@ZeovX{XwpPo z7H0#u5UvR}w%*<9qaQCypC}QCMTCipWWRySogHNv!=gyAAOI^l7#7E|WmelHIN0pz z^DHc&CJ|iC?H)8TdxDTK2KX0{C5NwYeaEFaL0IM zHt_V6$4hS4*(3xOTkOz0LQ~G?>j)l}_T4=cx?eg)B6iAX)AvcXHaxNs+O*%WcoiYq zB8+7Ok=&Phx2rhdxkaM5-&GBAPwxkdl@!S@F4}!B%B3XfP1@JC-u?C}J!iB8_kyH> zm_zc^_;66$HP`hp8JH`{_;v2lJM{7-E)`dO z!ELGmAD5g!rLp`NDX70SLq~c9qZ>C5znK6{aKA@|8oU+Dc8Xq=hp6Dw7k-3dAuqC_DHdYK1+K)DEX5xQ}_Y1jcx`D0Qdpn)H>CcL~vNBY(= zq*RlVCFr+2R1Y`uw26TFR(N)Zshnw;Rc;T_sgL7*d^w#__h~I+c;yBeNQP*g?N;Mh z|NPCEFwA6QG#zz-NPh_x6_dmb`>nG7$N2YDnh-{#B7A{)4m?$cEMJss)j%QIxW%7mne$DX`0(pPH_r?9p3A?ihZZWXYS zvv^5ln^#k)y9|U|<@|vxL^yW><%XfecHbk&FAl4&=r<8n?cVV&I2Bltd6Q(Pk}bv1 z!+mf(`cSA%s_9qQ6mC_3Nf*lqUF&+jy;I1qX#98~)3+R$@{WsK*g)%4o)tX@T26!; zF0{2=p6@7`A4hAPueGB`n05sZJ<`fU?$k#rx<9|(sq|e5r;GU(u+oEXTwP?D;iczB z$`a!Eie?%Ksat+^RfffYrqtG6AVR_E^!vDe8aA24 zg`ZqSi(;3f$dam0qNsGg@>tq68=}H5c}xqB*KTbH3Sjk{`@#J^Oe+1in^9HH_cA}) zI1oY-!7DknQp78)J}X>6%Mrw?NA36W*GTt7L#I^dj&3y}7Td%`kuuW^^vRFyA4_1YbcXc!jelk3FMET#(AmLiH)Pc+OBx8+G8Ycs@>ONh%gR|_wuI*X?9N%@aG zj2zM+%;Z#sjV9o;RaO!hCkn9@GZc66Xh_XIypBeq~F3 z6UoS;e~4&0XaK7%8&|ftRN%)K7!YOz??mBew7;b{ypR{#8}9PzCIwPrViqMB-L(*Q zseq)7^SP?JZsEqJ3z#qG_T8Bp;D(s*!ph;ExY`ioNZPHBb>4o%KpYoCbm6Lc!#iMBB zu90heX)T}8@0r15H0>G6M-By6KNyg&#}8I}B3?(vPmF$iiis=wP+;U+fXUZwy3C#o zO}<42=A#%gZHXNCeo)rt|L!&R92 z!MF6IBChwxCswu6at4$NAOV0y6Qc){j_Tq*4RAQG^p1PSV!^YV7+`uON9TSKUelUJ z2O)=0?C#eAgB==I1vO(wHBgmwj}P@S#stE~q&WBmj`g!johi|Z5%~Fj?I}KrT7#uQ z{qK#IUu7SiYHS?~c_9d6)`I1*+g>MEEiid!vJHzjkP zs~RVYxTd3Mmwo~jCf<$@?8BP)rNyc)F#Ius&D1ipGaaNeqSe`T;+6%<3w6rkaJ38} zL%VR&W;n=O5Gkl1=-hM9AJnuuT%#yU)yly1J@h){ zB#WG2Uw>5NCoL{cKr?hL*6p}U?$sZFOcXc+8MDF`A@p!OV-pTX5%pUpoXh@Ahjx^A zw~1Ut8TM-yY^UnVK+Fg6oy?s{4J=mn%6fk7lbHsHRq1r@?=fU_Ifcj&>9%dx3zAy! z457QE@PiF=kQIFs>^Ho#x{v;XaQ>n4&Rjptt#yq2O=jzir8S_R#LK5(fOusvXe+MX zB2Mcs8hK#9i60Ok#c@ywDx2?}hZ4mN_?eSZ;@)GM7{$ViL))pv?ysgZR6br!dwSGq zC__;$*`psmi;H=>McX~MVR)L%yx^$|Lv|0Ms(pj+U|+V50h{AmG?I=N!E7OrMG zaTYG(LHO1u15RG^`(BPNH{+~Uubpz2*OIq$!Y(5<_97lUMsTDd)v-Y8wqyAd00d{S z3bwNH;=gsTscVN;tEY24%=GdQ+v{L? zQUQEJ{lQAEqoe&3rc9S_fvZ^OG)HTJ;7&B@>;t{orC*~UgWBy$0=6aIQuw(qB7A`* zqb3W`l3LRajcjZD>WbrSzDH(mJVq$6)_Mo0IJ>i3E&xvo3O%MBnZ%od8FC{J_2|Cd zE)oizuUHv86w*~w?qm;(-mlc*vnuT2MJiEt_Svg%JOGl#LTl!(XQt~zvRdyH^SEQ> z>sVzzM%i3_X=^WBzstAqr+4K*^%yzUJK#TxBQQ!v{ALR)^<))T?&y?{7XF;ZN^`)8 z!Et^SAv@e^LZ@{NmZhMJeC|1dDmk#DC2cl0%7pv5dh5l5#q9q6mbFh)66-9!Q><o>k=CkKNBr9)y6363%1li`g9zSXyqm^FFi*d*nY4~cO%_Wc+t_&isK23mpAw>2TA;>Rq zeMWXA-$wL(l+=Kq--I3*;M~K1ob);6U63)Fs%afe!2RT7>(cj%lTMPR#0OM!$?w5E zi@9KU7j`ueSdEh$DauKC(*!V!>6R~HgvplP07QA$*FOS%z`%U@5Iuf+4Ag>Ef@mv9 zPA6ceDNZ*o5E}z@=Yp4?TH+UqL?k$HK7MJ3imtM=U|{U&gJpMK1>}XtAFu zvZjrBQqpG8hf>Jwb5ECm+aN!^Wh!Obm_Ov>jZ5m;rNVMSNZj z7uHxRM>$z|(Ir=n%8rA87C=ckj|U&L)t&1EWl^C-{k87ax5xWyN^dTy?>U9E2*PRp z04!K-rW}6DP1s$PIP=)mq8CQcn*C-_o}}n!s7%5Zt_@=S1K{?+4#Ah<-Oo-H&&wo- zG;~v~F@2-?iaMO;iPE7v=Z3S20U@V80aZmfzuO(z) z23!2F!Cuk=mn^f_8V~GXwDm;fCK43a{RD{$vPPy33h>QAnQE{;i}jN2#uVKe6{A-a zl1z)U8Z`}u}Ady8g<+Sbd5H<@XHC5sE8~mc zsc)fyUR93drBa9%-Y~Qed4|-&Jw}PJ)XzO=#yGhnv%HC;jl@Jg7;ada93Je9#ymIs zJ2{zV^Tvr$fk=ZSXCUBvITO7k`m+(0Y{NKY_V-~7PDK~&RX7ai*BhLa?2WYEZjHEyXgxy@g%ZLR zU<9iek3s*b?PL6#vj1=D{(oxwt|2M;wcTsb|4G|N`Agdur7^pb59`Mlw$Tx=8V3t} z^}j%0c~6WA!H)(6e;kr9p<~|U8ze>TPWN2H%GYMVYQ|>?p`e-seR!`EPLaWH(@&KJ zJhAxk!wvNmtlBrg=$4D)1TC0h_^yrLkI(4(awdIndALon_?x@)u)fX>E#CJ$Ht&!_ z$%~b`zPJKDFB1}Q436>0M2IBsdIB{FR5BiqGP-*N*o#LQzLy%B<}QZzN4{)^%gt{T zcwuCCUTEcu!5DFAnhuHv)tlO=yTzn!4QSBF4)@(hiX(<;l2dzG&g(kGVQ9^wXNdMZ z6^f3-pA0gi9OEK`E)ibyjrvrb&Ns8#Nlq!};Tr>*C=T(_-9EnHS9Ha`K8Q)s5~Jg!z)$WKJEP z21^7I;n)87VIQjc2_~yHh8|wuYK$h#r!l4QUPmE80R8}O?83Em&th}$iV?M?{c$!C zGQKMfO8RnIlFkV6@$7hCJs8ms_p7Bsv>R`CIbn<~aadH68cloo`%!x(<)d=iq%W)N zP3BUDprwcI8Lbu+12#Y^u$Izae|KS{okZA&{tP$gJ;m4`09!Hs9QV|vezMT^Wx)NV z*14pa7DO;NFgxJtp&U84GWoqSjanW9-5COYWz$CrAPOVn?gaXBvue0`SHq4o;lA4 zpG_QV>DVGd7mVr?dF;JlK#L`IS){&c4?4zL5zJypVP}*ZXWM;ZuF>S}1o!!=>DR>Q znSu5dSELQRHWfTHeTZlew5X#vifk%C0icod49-RFl>7BMlPkL;#SD{V^)8yu?yP}M zu|V{E*`I{T=Yb?t5iK;g`Or!qF!?~_;iYocZj-wP1H)_}0}8jWZ05ziax+U5@Il0{BaVVm_YxD!{df%%sKhoO|q1Ar-Bq zMC=JFdx1*zqI$zPPG2igZ1an!$~8#h)oho=3~YmI*2p4^(B5 zWqOiRd!oC6-(R(P>f!}=ems}8igx3{JeEw6EBD%Zw^MKGY$l6^icN@j+y}+L2wc(T z!xFQxU+TJ6Uag-SD$gnnH%`0fC9jwX|Txd@Q6p)r^J-vkY_!LFFUEtMFOS zA{?ya^Y?tkC+8=Om?`1@3 z^`crb7HuWh8kd-gilM+Im%HC)KLOJE z4MB0cd{D$B)sbYNqLdD|I*V30tk@E?dK@G~f`fsJ^uR>9uj zyaw3aLUh92&TPqP1ouJWpw`{qJc}1gv?eeyuuSCq_|j54HlHqyj~?-1NRj#cDxRb< ztj>}6m6Kunf(d_MaWc$p;lZ)2tGZ)l(Z<4QK94HI3oH{U5CDw`9kwg$f8`aLhkk;v z;XYAJto4WiPg11#B$4d^`X3kY8CUho5P17Yr2#QC!t26XgkHY8SELPFfhPn>e@w|; zoY)uh4z%l|3iN;AH^~ot8iI;r`-5)bs8efY&-0~s_6$G|<@_!Sjsg9|d?XHo;5fHn z5HY4yM=KyMk8G!zA>D*I0o!|mA0Dq2Q4xWKF~YB{$2tV)0*7j=-3?PJ{XMCeQ)dyUaE7z{&R?I7OL_|&c59FYv@PZt=u*|RJVfk<5+q2Vf^gM$mACip6h0MtIz!%%E`z>5_~T6U zVSj`H09GGYB)><4qXepFo}nMk*oVCAx{=`put&B%lzwVS@*Em^=|0b?GA4>P;5jx`&sVz=82=7(fx~igZ8Z(t5nBws@WX?c@56Z+4b|Y551nw=9%ql zb)yAP*g-Ul$Gz62M>faQ+Q0j`+xIfe}86ZuJwyVm6o{qXsa89?Shg;5+#t}Tfjd6ag<(-Rays< z=GWhO=*T`#xn#8ndm;#<;7RGLoK!#Sgh)QoBP-ml-T`g!0lp6t2IIGs9VUJBAQv zpo+KxJ|WHW>addozPqW51klk#aYHO`4!@LmHcIO@qj`uIrg~Zi+rTa8IOi0I+Ju$3 z{3fRD7LVdFT9eL#lMPLiQBdaj`H!QW%}A+|f+d;5)t0NbQ2Jg41;Qv$FxwG(VPJ?P z5d?XnqBrjwSP8=rriKL!V;(*m;T*Nnj6SisB z&e}xC&?HBcGQ42D*;jo3j>( z#7{IWkmFSS0X%A%DcyizVbKg_RyfZi2dlLpQcr9B8jnn|o+Nzl^rZvS(|$U-FR(NW zxQPg+cNN09li>v^o=e{ATYI%6?ns_>zRJ3AXd=eTzPO4or`g zGNIb3rOd;oOp|NhZtqn&rhJ6+KRBAHY7N?)vupa?`s^ycgzb?_v?I4U>9MWPky{;< z{r8jlH@?f-+;izm>tTuUF=5`0zIl|eCrd4rEFJ2X3cd0W?4ASUYn_(?F76cOf)toQ z-J)Iwh+lr}A)-!sOlZ9Vh)2$>{Zs6=b_Q1m$wwHBTq!r&BCKonSb;fd;YtG_X?-&| zZ5TcGC2WnMci+Xw6A9zeMf!MrZ;{cA+%B+?Ro{TJpTYREE+!?G$4;mSTy|PH2*F7d6|Pm zk^5Yov)tg-vc%`y)9N|`nZA6w6S%P+DkTwiup;}z!Lx(#^nOg6eoWl*#Xo@O=hwHp zWVp5T=MM$Em?B)#0}?IxYK`hR8Dq(eq|G&DPatBX)ZZav-oD7?Zr5T+_FFJOEbStM zR|8D;gw{)D0PEpM|LLzsFIEEV3iDTa$Y2%?tt;*~W|U}ZZPw8BbBrJSCcl0=%%r@F zMgT663ub(%fWg~GP9*+Ax#jqKsH|l)V>nO{+^^eK>VpK0J?r~70sKwg0J(I~EjmAF zGAtsTCWbPXTSQ1}zBSYv1F~)pxqoWU@^)jSZ1-gA;+$-449wWwn_&JV@>lKUt@9yi z&ROgVk!KRp%bbx~p#P$3$38e1sHk>&xz@s-bFwIEP50gNZ{m5{r?*}~ z-;U0nkMdMNuMIk1?P$G6igKM4=DhKr0zYGXv+H^y~9(3tyNrtgLr+hzwoE z_kM=&K&zaY1>wubooG2DtpS36nbC8r+2CLFZdW%y)NMt+&qjhJB%*Gp#wtYZd9 zHB6fm<=xdpk7PceEJ*t0$+B&cYi{&cg0byHty;;KMxtVtq6JVOY2Z6TeN+tcPA-we zoo@-NenGcF_<9!5?tAIX2O-YpqwpDg7(v2I^PJl=rKd^H60g36$4ywBQS!(wl_`(5 z9^OEE&U2&HSn@ka4|Q%H_UcHJH*HH-mCy}gQ-fa)GF34KI@8cwggf`?U>81zm->iP zHNHwegW$QX6N9Y%Ut;#P&b_IfE4hP;k%zfWYaL`-d56b1ORck1HJp#o2TeW{w=yNx!P0+BGVmax@X{M?m2)=&8|d zegdwg1;Zz5tk@9LRC5#s3h`f=R7~e0Av;Pgb}=Xl2taT~h@Ptts&-*wTXay)%hXIF z8KI|aH&5+>k&sNtQ5i1-BgiOAMfAP=xsX)Qw7iRg!{1CXP^A3@1VH)g14R4F_X3Cy zpyNaOUARI|U?DCk`Mfd~wWr;aYyakWfxImZ?I`Cp9UhqOaen^?Kv;pm{QYI->rquV z-m%nS)Ylrh`)*ghrbCn<#}^8;7U;oYuzVL>#`%VPY32wJ#DjX&5ZZ0XdrKy9z?}~RBSOLAiUZC zM>9{Vt{9qQSUs;W8SFJafVC25lg2_cLnB;0))Ip+`P$(N6?XR^zsV1V6J7;23>U|g zoy;epXiUXWB0iU7%#>hbd3=>GBLfQX+;gg z+;-%kmJ7mht(JwpG@=#FyM|mjC8yi!?8_OM`p+7!ppoX^?z}G761Z??Lw)2a&u>`O zm>Y1SJ(v8u?SabK=-%i1gg7#8cV<@TzZKi6la4X;1sQXB2L;xL^w5WG2dbYc(9^%7 zvdpog{{2IThs?R5Rz7pTAhPCHfC;Vr8$2S}?|wF%FiKXjFOd!=OVf9Ja^j{2hZ36I z`}EpboH|@*v#Kx0o-n~jsoh=f^`C{^br1Rb1}Qo%GCmpKZ@#(1)xEH_kpNza9Hw$s zf4A*J3gzd|Nn%;sF%gu#Y%Q;DSeyr(JRCrTKQd%!<6rIRi=@5uMirr&zjbT5qGz%L z>S0G#oM?B{F>gtkELxTg5eKG+R^++zw7K~ZlRy=~7QAC_CymSiaPt@=Dr2pHV`(UKJ)j5EzjW(1=NAGVDLyp*V;%VKWCKbV8o{6aqU zS<=9+)(%8aB*Q!SLX(J5i_p%(2tXnBNoVK<5QB{mXoMKUSW+)%Uw1l@?6`qrBSd($ zhTV8RG#tyZ?>r&?~N&q0|0Zx*=bmj-cvoBV5}XiWRHZ3GDxDYGWY5vs`Mryg`HM<%*|^G ze79^F_B=yr?2d%4{M{W2BEpkY_8}dvFBZ^bH$Z^AKMw&@eN|b=jwLG%2t`<~WGucIU6H5svPcz>8s_MBc!CnFF&VmelM&d% zf$8jr-CAyM@6*BG?P&c6(53T0YPYL3^Yc8z#P5ngx&Ba;SI$ky!%H53tw?vc|r_H`6Rz^}Tca{_>t5E0pi z-#0ZO$h6av6ZC(VGf{l_$I;g036| zYYh6eGSsgV*FG}9K2%`c=1oo$=R>V;QS?}e*A2jMr+0X0L*t8T@M-_Z3jin)te^sm z{!n+bz6}ndD>njr&|<_Z;nKFqP#V2FO?y3u1G0!A?TvV8g`m;N!Qc7%sqwKsEf4!u zl}JYLC&S2_hK6@IVHfylDo{Pd6Uza3IB#Yb{R?=euB|^Mjf)B@!C{~3w}Rr&s(9)v zWbESw6zDhc&WT%FU)DJQscmk4~(8&#OfaIi(I zN#>omsK;`xq($#xP5iKUV`)}8gs(d5ujEDzPzk=pz2kbYHH_NGap0D3iwV1xIg}9NbUQliK|Z)M^*B@3XelzBU~(9}1%4ghYtaar9LeSS%pl zQa^#&t_)!2JPLUV3KR)ktm_+@mYmu`Do_ke$p{#cCZv-3P4yjRhkrUMoOtIg!7w07 zg7K-fh5kuVaLA9{Z7hp`6g6TQhf;qvR2{_Y2}ze5woq>eWt*0+{GGi;Nw;(Rf~(s49&tf#eP-c0$qjWm|=l z*p_8*Q={c`;N?Q{P@`!rU#FYCh~M;^=&%zi;*w&8>v=ooA;g{?6Rj!=yFtl3A0}4VZ}s#P~GUV$g3~S!jvZfQCOUvbZmNK z#5eo&0=gzS$hr>(1##u;r*%W<a7tq((7hCKJ4{RO%36@G8ET2=@+m3q3>%cvcsG!HfXQ+IxK*C%UTI6BG zt0}7nuMK2tx_FLZmW$5!oOtc@l2#q|Yeqfh!y^z=-9u-Fwx{_C; z1(YAt=6g9W(67|CskTnO!?bo)eIg&4>NE zRb{A-Xb6Bwk@jNlPtMU(a)ruyH>)yUIuZze@E#nVTV-uoY5y{_VIrmqQpQj#re9o= z)F(%ZCsg9+gKrqT+ikH_n)G7DiUWwd2a-&8W`dwnS{{6tBEoTncgWT913Q)>yrG=a zD_S9};Fijoa|>yBX^*m+a;SPVl`X%D0Yd3K+QKnm?DoB;LBTU%eEHD!w}a9|7cr^b zhCTV_w(D&@c-l3Q(Jozm7$sEle0PHew)QzyiWl)HNyNNe4~7x+%%41AT&KL{;=7yy z`rarl-AH6aRu&5>f7_3UM;g~*j`6(V6K9FsFb$N-a6-*m+T)X7o&;qWxqkr9glX&o zHZ5qEIpkGy%h{48@Stj_zSknY$(Azt9n31-^2&H9NJn0D^Zp0p+s=zSYP(=XBEZ6& zTXT)w2s*GaRPe#1vnvQkOG2yFXnEZF;mx`2`ql$FRTEvzEikd+_RA?!B74HQ$EdWB zfFQ~M$Sk2$&ArwijfsgW&%2Rt9$gG9b9|_0Ld(hUtV=rVd;CpbI;u7oDVQqHt<~EZbE{Q~*nHaXdO;#i*9>6m-doM8dDWz##ZRh} z>OUQY^wEl`r%%K-rcD^GG~(pRVec;lLsf;f1{!n2pXH$S^ry0A;Z!khy6=`%^zphF zZMs%alobWi#lbUwIzmZ%qP@!>)>+l}e_BjWQh+L571KT|M;D=aeEq4@X?6xK&iBS{ zjeM%rg!yf+2IprFL(j;_Cey60qripnVlR#nyIlCu^4qQixH6{)YGGq#G6m820GhR& z8B!RIPfsJrY~B0*F_g+BpPNKk-7$tyj}D*io5G<=Xo*x(3U?G{#8Kk(HDB`_a;&s?- zs(M_ckejU^y!pHY6vp!H{=Xx>RK^NrSxso*KmQ)7U)eJ7q>*2UO-4&Cv{x`XB#^EJ zpsikD0;tOsZ0=@G@uyu6U~?r@hfHaAew=@IHJ==>$MZGxNISMbB4q8k@fcaaw5DQK z$uBIj`tUFrR9a>R7_%aKHY?v5Ui^&zmDxn%IO1@OuQ?*!-!q_bqb89wzf}{PC(Sbj~B2g#;4aUcttJJt(R3SH5W)q z-Z1DElCMf#?V~(xTz;^oAN6ju26d=ddO3h>WQW#BdX}uUkv2Fw=bK_vjVgP13l76m zFCF`y*??A;PXcUR?-~LA=xW+0@@$R(-|$~=fU=;vESkk5{d9^S{=JI#m3}Qx6F;Iw zSig8=6`FurTRn^XDkj6cS|IS|6Bh19gsxOWqE4%wktMo-PYV~xFUmIZem={maXJ+{ z42Z!HSeT4mTC&V4fC`VqXf%S3e`gC{nHY9L`OFs+iyM{gK@)A!cXtfav|BpXM4O174!J@W~9ZpP3;v!f99$@Mz; zY>?u%*O<2Z+gMqpmTK=NyF9OUoFgTZRy-&ZTH5bw1X)sgrPIi!V)S`#`jjHLM3q43 zIh6*T{k(wn(N7DZF|srmDn8i?RP{BwAb^MogWSV6Q7#35hTA>hwh7+(EMs4O@9Ihu z`W;9Lk%{RcTp$*yOFYx(;z+seBv^=5koUAx*ePCs=t0W&?dJr)F{3c5hiMWmomCWtj;J_ko{`aiexc>9F)^JkMov$A81At5lW2!UD5$Y;>}{b`kc-vHuS zaEa;edTmu`33G&^Pkk|=fd(h79OgS!B`la7lxZ!7w2#Md)p+5+6>Il-W9X-Bt4T78 zTEq&Pj#y$0!QvYrX7l9^%@ee@jg@R#Qo#W6p#B+IQ3(JXeMVNBxA^#O6@r0gk1GV3 z{D|}7L|DNi#mz<`_&_j3FT#yFIVo6_4pckEOHcJFN`zpPNGwva6tfKae3gILBK6o# zF+(y&-2gj_p2?(+vlvU8asStkAIwM18}?bu@9h~(FqiR8xV2wJViQNaMLT@Hn0G*6 zT(Gn3!Oobb{_0-vria`8gHx}Le^Uu;@Rb|INbu`Y{;ev&Z=EM~kPPoi(JYm`gT1R| zW=-PX5Mi*Dlc^Wm5~{V3Yl!hvI*v=Qssg}hmvytQ;qxbZA_P#0;yv7K3i_Fv)hBBK z8N#m%OM8Y4ZA$LA-4MfF(}gkfRbHAkmTKN>h?jL9UKW_*Me8Pf7 zfVjcJF^gEru4g06wxpD^m^`l-a50~B;n$n-qQr@@Q#<&MlIjarVj1Z@OUW;GDGN5* z`0lcw$?VQbo4sC49I0igk`D+s+HX@M1jy4x%Ow+M%(5p-$@OgJb<%&(8cFW^IF|Dk zC>_H{44&kI)@f>#6{ay1nf}lQL-7Y9J~m@;PIM~#EO_!^{I#Ej=m07^wubek>(h}a z{i@;<%P0Ce6K*h^xv~`(-V&sl%r!yld#W4tnaxiplBF1fki_ zeITAbyKi)P6UM-Pdggq7s(qog8UnXr1wl>D^Ab4#qJ0J)^nrv{2u zo#d$W`p8YF<%E|wWa`r3xcnehb|gNpsw3dFL6rT9G8Wp~SO7?wGZi3*Rbw$0lQ|k6 zkp%!g@>qH?rV>S#_rCRZ9YTpM!^Yvmd;zg z=MojzlvZ>X!@6D}lWi0!)Ao|m$=Xb z=rfJ#Pv;5U!3xZ&xx0fsTEymI5SSjbze1nIXVi?jbgiV4b^;_IH{UU&*SCD?`-m$m zTXyZ6i1JAdmM`0nhe%IU=fe1X711j?h|e6nsd()H#iIQ^(**@AthnU?LkmlOM_@45 zz!;+EFmm&FZe2_d?-jSC*iST%xLQvjFw;TWSO9X3@)NXw_Frp zHj?<77JJ65hKgXv_uA|i3XTPg^y;Aj^>mzk-VMqwm8;FOzh{y=bod)D zMpamN^PW}om>QJ)atD@i{&*XHsf$~-H;bfxT37K33KAVMp z@*3G9=mCF@0YT}pne76%%2pfdjUQa=|aI5s!w<-xr38$ zS2o`zw+y@(s86*IWUxk$q<YDH)HVp=cNot9*%87+bFMeKS;iuXyVsb+^ zb>i@o0)cG`3*=^#E*)FGEayffb>$}`XpnkEvPm`=lw}{L*k1# z?$7&&urC!WIo4ZN)}t`r&UZ(R!&HcbZU?v89md^5BY(?QNnS?k4tZ*%F=M{a|K@3n ze`Gpeo@L5)Z>HQLf!*leNmer#e8Vj^gVD)$=o)dSEcj*IMh>`v#z z_LmGgu+VHE%QGU$GQP9*xz*r%U{Z#8$mbra-bzx`^<>4#4|ojHUGDZ<9`59D#hj00 zXFWGZJo2{MP5ijCQQoS~<9Pn!PLr1DxnEn8)#Y@{>e;@I?j){i7$-L5d9 zvU(QLXcTBiW<5)jXZJPew01@ri$?EWLL{N)gwvHicJ`YPiPaCya?hQqFo#7vb90uK zw#`MR?_kBksJ`x@I6@Y1S{(kgJbGohvi6j#@O&lR3>4T%@@!mOy6f#JMANX8NJta! zsq7|zkGLbTy{~7aflM=M;Fp*5lYb2#irEw*b zb6w&^Ec5*CcsXy+gd_a~91Vyu$d>pYB)#=tlmGj_zl{N7)CQw#bR!J{!Zt?N=&ljc z0@5Ik?ru;V-5nyKGzg*tX#r_LMF|6as;>|4@AvxQ`U~#Y#FF|p1?)*c%#{yDRffiocwEE@U<vit)NE9VHK>@rw? z?Rj&M!{||NpOo3m6~yTAC0!2=PYTLXC8DUgi*_zroYjLnrn#B{B(ASzq3k|H%OODW z$@d)f1qPp%K4*<@zy2Kld8PNOwBW^$w-;=lCVLt(FCYJtiFt^8QTac>n%<4U!Rg6= zeAKF4zQo6>;TSw0dqbi1AJ^cdAJGSg3qyx*#?t(4WI{(y&qItKm)6ml6+9d6w2pnX zEH{Vp2;ru`jp)nywjpSoSgojEjav|Qpf{dSdIV^TrxI^rd2OpKL@```{f2ddt_bQg zB^?Ui3KG<-)&yIM0X`zt9lr@Jt}RJOiMh{xAazQeZm?x(9%no-A@8$&Pz>R67`f!0 zGUjydcg-5+sv>blB)?BY5n6~`xbc5NlDuss1R`BXcJ1B?N-N(|?S70x;r1>Vzy|S} zq15-gn@0i&6YPYI^0lyyBA*x%Y=O+LKZ+)BH$eyNM1&{V1=`;5N4Vz95g;8-<6nQdOAo zhJt{x(pnE>@b=WgDFle*!@A=V*vyA%A+u6NEWO1Nvul+8 zcq&jo-ROc#at!9y5Q|GcWo)+}ezMQFg$CyovYZ&zy~bsLT3V%QxmgDgqOPB{bhDf{ z29%o8m0bG%P4bQC%X86PFlcB-ZeET;O43w#YR<0NU)4rDYl&rQ+?&HP9#JZ;A&)#Y zt1!Q*3F@Rq%%xn2d#g*&9FDc3lWw0(-Cc;%!1bH;u<42j4QfK$s*1H5mh$hJ+4F4C zAGux&g2G`xN6c7Uv~%?!-M$a0b~Dq!|(0G5bRn4yYFb>?u-WBb>5Aabc;OdujJiAV+E_yiyUn{0ET- z?gZ7jhB47A7Vl8X5|vC|!Dl#d`1trKRD(dj=JN~6>P`>>4@Qs%e z|AG)m*#JcE^Cg!8W*Ez~$PmH`E{wERDwb}}as`pdB%A61LujWkP!VMR2iQtDv>Q=d*hf*F+@`nS%m0Lz`ZoLhh|Im$i{@P* zXVnD6-|H8|4Zn*b!q+YM>!gEK3o0axWK|_xhud>&%G0Its0A`Z{&6`3P<4?#-DC%5 z$|lXl{|_*;pOq(rXBba4hSqm^Itsb?k3P7_bJsTRC0YX6G|->>UMe^S$w~+N+f5p7Fs0= z3uCVp+`GcdT*eQdeYjw{nPHWamL)3Uq^E%R=*CEZyd)S^X57d-{yC{~*2QjJm+eP2 zMJ6kg+yWX&O@1Q1V921Jw^Yzn;s%|B;4dMj`@a%SzZ}Ygpvx@fflL;yf9zO)H!L_% z$*1NbMbNl*(UElpLWv$e@0rwbyH*#kBo^-%NGX+05W90_=0Cs?*>WaN3rJsP%eY`R zM=kk}cyNE$@9VH@UwetSE`{gZIm*;G>ijY}+|oUpTXZkbkdKTTj(Q7Q;?4MD`cYcr zUHU6vu6ukuNSStqdqPj;MQG4~+}O}9Jskv5Yt})UW^3WHJY9H=Tk7npfg@#M7213k zaydiPku!$#vV4*%@!4n*`TVL4KpVB5b&ohR97l4#m+3B}^H%^fvkhR75V80?R;8_`Cb`XPiC-6KqwJaZXIxQsD<99=Lx$po{00uBo{92|}e!Kh_l@L<%KK4|Zcq zXR4=bV4PS*GvpM+x9q%EP6Tr}NzMWle6Htz;R2sz9zV~5FUSx2X+4;0^DP1Khx%w* zat@c?X2pEd98twt4*0M&-^L?pjg0o!9a|-^>jD>;qd5mpc&ZzLU5+WNw``>_%Bb(< zCot*QtS^Fk8keI3ZvObvBDQ43rY3sG{<~`W4PH%w1 zU$jC8`h!^XI+e5p*(y2l12zyWknSp^HWch+s+%P_u)#bw$g1sxoBsV5f07E%;`ril za;+)g<$XEK>Qk&vswqCl$+(>I3qT;ig zg0pB{G7p9Q0>P2!%;f1bNQ3+N-jxtBwNX}k8d65i4Y>C{I1EgUyyhi*3f*VJi8)jn zWc({rkxT5%AwgawKE3m5Pm!5g1g*8`^B8#Jyhu=EJo;H5f{D2u9>8b8Wjq_4IB*yA zD(__Fsea!p!2@9C8>vGwE33nk7%|7nmW)l+0iggh-%JY$w2#9(_%JuVT)6lsmfezz z%|`*k9ccMh!6p}a%fRfACxp$S$rqE{tV#Q_(p_u=znu6{u?=b(pTXKRm%H$Y8aHOR ztjiT(NF9f{t7m$o05BM0YLdwqRC-IRTpNCM*nsDqynPwMH3YXA69;~TBklXO!SBMb zE?C7;Hh;!YCWR!L)Ze*{&uI?SAJNS}Sj=sN@0Axl8@RJs@s_z^H9J3%CSKWtd!B)w z7ievekbWbsATMP9e5d93Re881c&AfA232jv$Xt55p^Kd@9qFK}gSP1gyo-%(bj5s5 z&q+>A*x*^H?H;*j5*K*e#wQJ19oM}thYN%t4y+nlm%zUs-YLJ=p?|QP56w^H;xP9f zjvTkW8|T7kRDl>*dh_{)1K(2bpkbCOfbsz=blAGQ?ntWxWQOcg7|VAzx^C=w3>T9*HGOOEDf2iIh@s;9r(CJ-HA&D zz<_5KUCm*<(N?`X7YzKC%cI0*$1)c#fGNtca3fas5~v5G`T8sHn5OJWq^2&pk~<6u zMScDm_l4&wQh%W^?iGlRvphBN<6?LEeK9a#xd5rV#F><13oq2E z@YV=>avT2RudNxSx&%J6pC#xLUsutGi~=#g##b4Bd=X9IZ!xCAYNrev$WTvcV;YWZ}uu{9S-4qTOqmHbA%xikO+42+a>ifrh;lNq1)d76}gJ(rxB zDnK?wrIHmVO*I2}(H+YWO{XBn2!<1Hrai^mH>YXso3Kr6&6fIwSoKJP6-aIE@a0_m zxZ`J1n*%kW1E0l@7M^u=*e3$IT#QfBa=S2#^{RZl?}OwpHL)3)DZXuJ7+rE~KyuOI)qdpgiq;|M9ccY!hnOPI5vdq00bn;ApmCD~%$w!Yk#I3ZP zf3^p5xbckr;kvF$lzn|AnXX;@iAPsl;~}|LMJ} zEQ3C?Dyo#+odg5n^1F%=W45f(@$%xj(eq=6Jp8?kGy+7|{*5jNn7ZRLu>*@|+9)Yj z^H(Y_5;a*#0OBGJyUKr_aJYm7Y{tUq_EcCaFsGy==bsNrgvY3KzAbayS&uWEa{OWT z5p_Kk&-aPh_pF!CY14s2~J-a9>4ZFp)?SAx&^UwQ>b#qG9`L26Fk;Q)+jo<%))Rt9UE}PWExPuib z{|BITEL09ufIp7-TmN=%?HBA3^xx)dkQs~ZtRU7c>}GTfcvWV%PGDn5jC}IzL#wIf6%&0Sy!gY;6+ z!`XW_cNgb0pF95sy~s$En0=Q!%v^P>-epEko;_+4J@ICI&DDaMXuTZB@kjju@%5cQ z0nw6vg?o-H1EpnDxeThQX`fA|Ug%!@h)Y(cP(e-VWD8NmZvsLcJakkiUDX)2yn|(7 zZat8Xl7F;c4m06d0D>&8O=;nBy_8wAPxypnh6!n+L-k6Zu9omoguL_AoIDMQe{y`c z7AQU>^J$Br7rAl{o)pwrDA$;4L1Z{r-AJ;e&TJ!Na{9|xUD=}blv-%-E%CySmBIr{! zUf6XRJ<9rZfPc)D-9Gf8D4lRW!QT=v&AnO^jHrPhGusA5(uYU+3Yp9oV}X`4a!5FU zGFeb1C|i9`iKANeW^7TwPYob)9r+8^DpCZl8A<&g;9+hfHVUPCjn$d`kghzQUdtnV zyyNU3qFCU5^o2X7aAg|!M5E*Y#ut)kPC9BS;+cfTJR!8(P*ndV@q4~`#p=3tM&P*p z>wER_`~dA8mjthoW+Q3(Jbn#1@nF#0QnD*uXK&RO2~#qMA|dYjB6O1vfq~aw44vxFp?BKOg<+4F*%YsVwbRqI}nY1 zRTMt%!?nqM>$XPXAHU>s zW2oR!Qd7Y29portq9~dum`-NSg-8#DC^6BuYl zCPKq54=j}Pe^w2Ec+CUkX&TV^bcZTScoQlYi*bAw|(uTbM8bdmzX?|Q$3Bt1{aS5=5T<)=hWy&4A52K!rGDNQf9I=e zM7Tp%wP{-P?J?dA-PJZA^k&VmHHs;Y-Bz!VbB@X!xLJCnuQx3Ow@$kC7*{1bWrh=p z>~&B!nor2=LdkPGT+*w*SOPTc4a?^1s?yi;5md+2_sh!1n1L#0w^FX>wHBTbEMNL+ z&(f@#2;}OPkoUrgClxjbu9n)|gC}p2L}O+M0c5n(nY36HX~%YO+WgyQTIN@42-R$V zu!|3g4iS^dD2oQ$jS6xtVaVT1?4_=;7g zmqFrH7c%sHx0S+JzX8`T{(I@i*;|Ot;NJ6AO~U3?X)!T!RC}BImcI?C043MyUGt>Y5J7(F7<6Xg zrhN4K?X3HcN5;(UTkc>mA}(*HRI9Eohh|l1D zn_(C0d+|jBwMO@>T*7$YP2f>mak{@#?p2M(Cw>~y1VmBpiGy=h9TyvXW;mB~*Pm0r z$pU`5;BOWz?D0T_$!6uMYt2V#GFdK9ORV3&txsv3n!|~O$T09{3~%@%4>j2lE2U?c zwl4&W-!doYQ5tMSPNpMb&WvLW5~%_+eDbK*V}+b0Zg4#k=W>VJ0*LvX#?c8Et~*{T zhnjP-#Tc}>AY47wDy3BsApX74^>TfNM9R8agxiYSB*WqZ9DoJ(>5VXTH(8r}+*n~e zM!pjx!&Mn9W15x^>%9pMqbJS#;X8%@*=@c1PpReeq`K9wnS*v#1ZoQMi;<5c&Erqa zzuR-4jGa53MgB;v+*O}3rcg0p<-NyP8c)yxIxf~pfuivH>*5VS0RGZ*U4GkKYE^I} z=n`;bqce#$4rj6jQsK@C_7nx4;x&{s^4sh`1Vd)-<_qcN>lW5Ydslk_h-q5#TPbp> zVGv_=rbWXgvW2;EEWaWyt)i7}hjjpEHmOYg24UZ{yH5Iy+faOjdoE^<4^I~Udt07t z$3)~OHHh3SRAnKQwneD1qCXH}flRBDd2J@)=(|SKX6;M{zI*77YMc!+zSFA;U&6jjsfk_{$`WUE-G%ZPIPg?cxv{ThLN zP#PL0rzSpNHnc-tu~ozX1mKd66=xZ@-_p|nP=+GYL4v5=YI&Q7Hkx(cbkjGX+?@jM zeff|}sMS#L_m}Zr(yF{4fO{fw@akNUl++Sg zHDhVP0uJHqSasJm@ICKsruaB)B{la5bL zFXDEIVlW;a2Y!~G1fZr=Bk8Skq~{}=Bp@VvttBN5A}H$v-?;TCoh1yEx)pmeO$Zu(um=N8x#Y>f$HY1W%m}%J803Td^YEQfP*)VQP#nO6v=xjJ< z%A&_2tYvV&e9|0M69ZVMEoIqY;>CzG{x@&h5>dz@-|#k}=6ct6rN+27YPv8%x%N+T zNom@y_YQ2O*q)1zj;_95%=C4hK}$wpmgH(l!!21=Oseq@lpX)7ZB>9)vHTf8V^t;r z7s{t}lPQc|`cSem(ixpVJHXzgqqoN;$h{vD*+8(!a`W==nEf$DHe&p#fVp}r@9ie^bQ*`_ucZu53#2E zu8IrS%p=I5&s_nOe$4_pI}Bt^iC9PHu9~RvO6G$OA$Je$OJ@=lni;3Zt1!kQ>h4+)ZHC9Uhz=gh33JB&0(OZh1 zxt~m(F={^+eIOc#c)F(2r=48B^P!%kYKs%ClH9pputnR+-4fy3F(GwVMc2uyK6ePc zS$9Z6MIx(R)Q54;*FW&l;8!i-AB9I!NZ z6^@cR`1a^=MN?-qVkA9s)bBH22%5o%ju3wroZZ1}cWU#k^-DPUsPjC6 z-sZ5)oR}({XsVX391AlhqMd+5c~??y=nRe`opIcS10sSXze$PfO-d9+G8mpL?VSz~ z-b&Jo_DqwLEvVBq3CNSh29-ZK^w%api~1}B?Tv{3z^*%`(S8<2(EYDY_StK*i_~+? zTfkg@ux&?)|5g|p>!l%=TC3eW!7k%S>< z19|vPx19s{f*8`-g+#24c;OF!?u0)YtNzO?XT*}67H4Dtf2;=nI{Q5bLRW=yf~8Qk zn&xCemX*c92Y~MsJ~Mmyt3aKR&}U%#oL za$k9!DF^1ybz%^d_A+$<_LzMJh34ESn?mLrLlE9paQ9lpV zTqsyR4gL=|d^)7hY?tKn=_>ir#~Zd?X^})|Z6Kpb#VC*d&CVn z1Msw{uVN6w6rqhV28Y+qv^iVuKDA=;q8?^^E*|p|82&&;Q|<^(Jvu&WA$@MuK;Mr` zI#SB^zu|`TW3BP>qvdfO8qkhHU3k zocgc&G*yzNpMoM8<>-REnwIH-eVJly3KI>ync6b2V={8vv8R@MbduG!86>XnV&#Ls zXrkU&m51TG0>NjxaT3WSfsn=Yc}+2X$VNq-2x{y%qi@tIo{p+QU+Y8wt5M|vOBBA$}Nk4vErHfX2ffiHa{J-4V-m7brM&xSe3K}PMcfadI zPWQE@_B+11;K(E}ccKXp_k>q{WHvScXJA~$8!mg;K`RT~BV=4$s9zgYfXTL{n*kFh z6-!(H=qjW{B=r*PfHFGo6fKwGSZF%&lg7Wt(m#}}8_I@}#RMio(Ke--VG0b5OZ{H*jn__6fhc| zWHzS{RP}mV^V~BleB=sO$53WysKh;LXDmx#0`_SD1K;JIz@EpCa`mRLm@#Y|D4_fu znT+B_dR*e;At|^Kk;LoExG%<-rdkeYu$#XM*;U`0eb z2rK4!Ws~F@yuP|jYaq+OpZwwVj+Ifqh4QeZ`Q|RtYVrElu|A-ocNrx}NUC>8E~G2{ z8NVqhquGbLFKvcG6HTF~34LY$i}0xs107A-y)% zE?R2FUuB|)Dm<3+qKMCBPH1fi6l`29A!sAl*|`M@W%a98bz3WpDf{0^ls}QSig8sL zFHY?nr*g&0+*0_t)jc9@RHsY_;_ud=8Tul^=wLDa#*pyxKri1(tYy=AE zlOF4tk=X_I2u{B=Y8H#t#k5?(6bs3Tj68g_|CVT~$+d|`t_gWYDgKUp2H9_`>sC2I zcY*iIqn*qL?I(zF|EID`tp&w z`?I`XFP5`g&(XyMneq7{@Db~)A;2C$Y%pCP5$uJcK;epsw*3BID`F_*MO?KCaJZ$r z`aO26uulk57qQyj#bNLvmoG|;!$rbfVc>f?2xhvlJ7V$M`jKm2w){bdK|MHR7qi?v zaC{qpK|{niW>hNde51gRRZNMCIj6GxbSKD($hvF|VuR%8yL@}(n)21;Cw1V>rj(yu zh0O|_#1687c5W>Ls=uq9zogCIu5N#*L!azaQqn9@=q9++DzOw=eG(vSB9%H9vZCBw z{s-`W>_(~+M3OWO$bdrADM*$YGfqQ^+pz^ESh$`OBO8_6B&iAot_YiG0lb{*^0Hz( zpgnolIG0~YE2(952Y?jWdp`gAY2!!qXY$sQNT07f zk)PAwyL_#!Fc;PyaV+fhkD4lduy3`ju{id-<}lGrh>!MLxLG_p*H!3<)}W}SEC(@6 z#~C5{*)J=5)Yr8hPgB1{^s_=XCK}4%7*S%p0s4i~H9(_HXDGde7&_@Ji}xwkRB;$D z1Ir-qtlt(Kdg&C>@)#`g&C<6bigngMYWLf-Ev=^x!Fg10vIheg$oO`0y1~EPBRG9} z6=Q^cTuog5DiJa?RRmaC<^RQJ|3O57s-#n<&D^2wQolmE;Snk3HchsXi{ClxyUJ`7 z%=1)r?x~LA3!i**bd6dOsPxujehj-P5kYNKWhTIgYe@A~lLoKb&bV7+#@!~e{P0s- zi4fN>YBc&8eH*mwOX1@$k*knf(}Yk`;KrCy)RN} zIc+V0kVfV>`3WuN`V}^>nDnGaLVqezOvuIOY)?9!Gb4nBI{SD;g{_d@x^%2?+d+lZ zPi?s62}Q&2d?=9-NrSAog+mG|vwmEoR!j>AzwPQ0%z{kKo)Lwc{aiC1xll@tTm1j# z4eUtEeupS~B_iO6Kwb+`)n_$`PJfKo0V@gGhlrB7k3Fv|DzetGR@z6ULriR7E%1cDlJR1`DnCObfJ6PrHTdjx9c&fMnXn39NhCkNtt@ZLYqe7 z(yk^R!@Er6!7E1=^b791bm@IJ{1(S{mj^Ea;IbUnbK`QY(D!O?hn|RBFj`1W#M z=}e&kP{6mA$Fn?S@{Zd|aakW%c2T0n(>MXMbv8XNRodH!4!RBi41&HIgK5n}ju9yc zyct!1M@uL+|92QxpO7~A0X#?k!~L2B-WA34DI1S?8XpuAD;NR@03|A_1r;lmcjQ)ob;z}7q`Mjf$IL5)IP`%KmWYq<`W?9no zJgZk8OA|mOt|mr~2Y-ClddqMb>Dt0MWeN+iXmISgy(XL@)9Y#_EoI7wAA>UjiTK{) zXLUbWZIGWG){YE6$CK^O#6Jey@R$V2TF57y14b3dvrOPgE*4Zi>G78Uld;r$=@tT6 zD6z+ea0?QzLA$&W!aj*(?}G!zDCLLk>y3{`*7#cvi29IpIQbkZJyIU zz%5i(g>S?`2=z>;QA;~FD|FmD@ zK(jU^A78Ttu8yUCe!qSc7*qU_*+TQ9A^uOSv-LL!FI_m@S!_o6{#qJOD|j^dX>AMG zd^RDuc>Io&UgK^mYb3b9>zY@my2T-k>MMI^1-MegJ`OaT3ss`1_7Rx*AAlh&r4*IY zHoJ&EW|#gl)nc{ZBhRd4h7Pk10+r7FNEs2g5;Z!Ti=PGL*%`sU{O5C}X#|t^6{CKD zZn2oQ>G#{tXjs6#PP$ot??>b&cLA8eqWO$9)Q%LS^%?LY51#dYKp4>y)Fnpr;H^ny zWCQ{@smjft_bTqBtv-pIU7bl{aABA|=cf!wPoQx%5XylWvVA|(QD!=YHuSP(3VbBK z?X|UhDVHBY=#TPp&Q~2!IA(uvdgo~|Eg?fucJES*`68dz{zd9AV}VW1%C)N2X)wD& z1_kU3M%(mUWN6|~Z?DByxYuLu?GF#$+!`1k%N{-44fX2`@Gk?f14|N}{=2gYK$>Hn z%iGBNU~FeTAeER)d_%0wBatni0z$r8dfJ$AJX1jH&!v7Pi4cu%6)_ICOK6giJ?sDDnHc zxwNKpexWmrj5jq_{e#52Wrk|`Qi-B6HWe+cEx+LL2{2}H=mcvt6bE$tZyMT3m&A)B zSlcW@|Cx2s=S?n*ecaXljZ|Xpax#-5NYbXq3w3c8@(ASt$h@WfCl3<;8K;tWFmszs zy{?23!KjU{XbcDdeCkwhx)b~^qJ$jOOc>yGFcJjOogzR13EZ^{ML2*Pmp~7D?$&4S zF4jUZCID)~N0Cpm4LH3;NuEB0FhQ0RB*xl~q-w=!$HKoIJzw3!=fmj5_JT)*^p7*3 zV?(#NU8spczM@sS;#J2HEhsf|avT4vnbO(~RO&}xfx5ee8@x8nluRmP`W?G6uOvG- zNRiek@fro^3JDm&dmxK!2}cJoM%U2Iq!I~)53`lY%0B)gCQ zqJDNMh%ri{NlP%u*oyhsf)wrKQCwQ<~=-a(%>Zmnfe2!st~?-L6pzb|MeX zU&wb37n2m?-BK&+O}Z`6PQ4qWyOK&S_4lM~OZ^~M&gpk;y3GXS$!KYU3e<~2G?mI< zB-I7>T4$cu8b!29BUfa0&{kMyAJ2PTs%dbov$SnMJ{j^KtJvdSs94ycv*zLGtM}F7 z4Hlxin@0P+kKV09^}#9znY)89lH#prw7xmHia{rs%t#cn?#P$^#LxM7wvklaTQsr(sdVuO`${&EuyQ%dBPB~c@lyCB43a+- zIRD^#DcziPX*i`mkW2=l-ESV*ed09&5Tm_=|b*3ZAqn9zGhnyiXWGt_fg)iatXw7a|y)k-Ok=Xh!YV-%%2$7L7Ge! zmP}5JkO({Wr3C7BTAg!foSUqe2tVzO(idjDtx!veTm^{R)Nqq|BfSw# zRJEMOyL|jEL06Br2lY+tcj)Y>YA(*bJ&%8;m6g=-X{%y|+1)&Rva}Kt!M^u_y&N?g zMgksppVDemK=^XQi_Qmr2ZE^w0o7hcY>PaQ2274v^BuRRtCo*%+9r!9iP>xvwNRRK zDKe(99=kzO`Mqf|3t~03ZkNJUmOV7WYyi2CbzdlSoQ&p3ik69efr)gk5BOpgc?UJK zP6WkKoEp1qM%13F5Y?x-_$Z-9TWvBCg!Kf6gk2Ej4Jla$i#+ z_XGt?RpvF3Fc9GwF8rQ3>jTR^8wV!j?wUcMNr0pn7vF;^qkyQ#op5Ewpp zJ5QASZe`bquz0T_kBIVv;ty@Cyi(tdqoGPTQ=$5oYMU~MbHb51vlz2p7d#VVQ z61Ya!V*0ib^ByMhl@@Z>urilD-Rk?W@FevvVUQG)w`x;K^aKzSh}$nKlm*)fs8poc znAyyExFV|lNNcw76&~5C*IaEoY_IsHwR--$9s77GQr@)gjxRq8bC77Xfu`tmy=Ls# zOiY?7s_a?xqI@$zCqLZEWn17g0&S7j>i2@dd9qEJe~_GQm@V)(fdaai?tycP=@%CZ znbZUyj^0z?ZTj*Kzgt$5fY$8zR8%Rq^QUlK1Q}<%E;!He>@J2D?rT3|u%v5Bh4m^M zXyfB)?KrT#Q=nIk37m<8SuuMVFTmSwG;z84mH7kNY29whovQGqMRz}LH}kQ?e{aF; zOYJ6fUvpY@m#cIxh&HIrHe=Ha+7@o=^?~bN^k&vD;+G{^cP$bt22mnO;Gm$?gcCU86TkDGiCb|8*zZf#I?NipI1Y0&9{| z^QRj04{eG6^9Im~c6ojQXoq*E*#6Ym5w~8;=Z*Feb((s1DDO(Wa|7sNrAm?0=>9oi zG^^cD$*k$|bdOJdSRr*?=58fGD|OucnbMQ&agnC6XZd!oYIUHzduqFP#yBfPGJJ6o z51%qZ-$BN6&BdJj{J&;?CQ8N;1cRtx!V9RbYhdPA7 z+Um7YEUQdJ&x&HnadNi?74PeEw*>o6_vRZfb!Mt3f$)t5fO>NS^?WW_bDu4_F3u?8 zI9$K<@2g~4_HJ^NBF7W<5g8bqH7E1%S$|4D`>fnS?W|ss$KLRR@3}~%8Ver)ged2! zDzTWP8&h$A7YQ+~xa+q&kax)!8`|!F{#(WfXl55~(i$U>%Y@$kcDX>$g#3?dH*Uco zJ?fJUt5GY4{P}M9~$I z&~ftFV1tP3ILmXFvB*z}E-?hVz>sv`YRgggFK_ zAncly_UVh~{EHhv>CdUAmH6jMtuef&mcJgJxf?S>f-4_hjOF&zC*y1&b>Xrslbw`Z zy7eKxqPt~OBWHwV${5X3^DqC$>>8T%6_i!}xd#Yap9EG_b!T>AV_d7-nQ4)&pw^^u z^k}j(*dz-aff9slS%^|BAy{{)Dq<@985Rva3E<9K=>x)*?VNN}rD7d)q90ys*$3?M zy_+$@d#iv|4tpWrjiSh~>=Za)VN$;XZ|#eL!aJ^Y0vCyNXU3Ic1o~X6a>3Q&uz6Vnu-pc0E+K&*S9mcRMoc<2fkpDD%l? zbBAxt7)gocP%Zw^-9$w(z?JTA!)Lmp(xg-@kkEBMIUeDB_T&aA#RMLVA#!bIz2S*V z)bvrL9&=NFGUh?PnGg_6#nrD9!P?nt^l$TgWqM@^gM8@YzVIYez{r$QHQ9h*#tpD0 zX^diuSWH=t)WWS^X)-Y38-DEXB{3y52i`eq@1_||n0~}|Z@BbgJPkWiM6N4O6Cb@U z_J1PR|9j+e_I7A;)e)U@#>Ot@`GyN$Uk8Lcb-K23dNqQ`pHrumS!Ans<`lj4KHBGr z2=67SkNg;}TmzXVMc_g|9lv~*T26tqH%b~hn+oooS1{;vTx0g-RRlm3ah*1HGo+@F1B7*tL<`dXz&H$%|uhW1vn*c5v%u>E@8=wM$)WB=*fPA zj;-Ft)&jh&?W-@deX$+qH$f#Gnt+K(9x}MvYCbbId||+uHTT!0SAwOf5P2`XK2^|C z*UWzIZMbSa{{{XKxxlDH>`KVVtW%Iwx)P7X3F{5g71!p<7wMVGB%*7wVtybB# z>K_FI66B9m<($kuCUwgr^RH!3tR+1;a7spXo5P&nJWWmA$&c0d>fE$9F#13<<=Dap z*lIn}+VITNPEB;5McQ~(urhyb1j>&k>bOhTM>up@$>JnTDS}Sx=Rw%n(DN%7vz&q1 zrQ=V51*?%JIQeV35Q;8k;E#I5CH110`y5uWghf9~)`O``n;pdTI0IX;jBYfB_s|{e zI8CAW5Y_dwLH^ZskHx$Id{6&974IO6p`X^yb{DX9oa;@ZV*_pfTm4n@Ppqw^NjxNk z`1R!t9e8f}CxhvS$Oyy6fV}Omu|cz4zw4TxUo<}AKJ-(>))sz|`uVwVaJVG9*W+Q@ zos#FL5Bm2bEeTp{TOkt?8Y@a)&4%u*{^V+pvugfjeT9n{=P)MM&D#tIA~K3krHCBO zB?EuiQpp+YyL8rH5pJ==0A>Z%42(9BFwxHi`ts`vjzF!MP>~<~EZ#I+k#&^KA+8N} za$`ejB&TGAca1<`PzZyV;x2vStkjxSjo~>1sv{dN&3y5ztnD>SM~wC zs=tVW%Svwpo~G-4?Bzb9R!sGpDnp;Pa%VhyrXS8B1UbY|0NeorJWr2wZK^A50xsU;bh=A8MEF%5Kz+V4+_zry8!&-{ z8b$2whDKX5g>S)tkoK^N@-Zy}IU`D`NqNy8x<#Pb+`8qHeWEOoVB0L#d-Y#KkQ0Xd z$8DOY6fWbg&k&)na)M=DNDtfSdM5Ptb=QM?Yq@k)(ku)p6ruqNs4l8V7|lo{I@COW zsuDA<6fsz;b}Ngoo>m$Fde+T&dEqT|yl_;nQs^Ddtz%Y@rK!LapvNb61hx{%Hlox` zD^Q`EC@s1ruY(GSmxK!0^qMF$7PizK%KUkiy`HPK4k$4-SU$ecC5vBYeJ)k_0SBW53IH; z7YXn(xVPUb^REqPDEK8&-RTCgE#u7;UpS!I1uIR^)JI*x(2Z}DA^>~+E4P4xX-`ww zo`D*zldO28%q+Ywz+zqVHj+{`UsG(jJE&%0(^&dn32}V*6nyc>$*Z@%X#AJE*>Ii)66~kvFcHK#1>Kpkay>;l-Y|($S@E4jdek89!>N5=^Tyt@Jl+jJ1@MYQrl0 zKla|jsf{mw8{LoqA!u-KaEIVp2o@ZIOK~Z#1qxJ1aCa*jAh;BVQc7_sRPZ7#1xkgM z7AR7nw7h)h-nlaK{sDLH{4$f7vvZQ2os-P7`#GOSik0EIth^v^G;6935qBPAJD$s< zBzS6M6l6e+gW1D<3-dtL`IN9%Et z53UV0_3{of56pwxU_evMH;vp}FB$dwjoa@PLBmLEH&9sq*_|oqzZ=)LC;HgPw1A9A z5J5HK8$?pU#AOlIFA{^I>`SCQKYW#{phCEkeHGSfXE`cRJCBN6+43{j+zB6Xi6y3Z z{*I3oNg#HOuqS;e@2b0QfHB&sZh2jN-QHV3R2DBGDq&xLQ`@K38rm2duLZT6dug8vDC4wR;UFm~ zZMkb>K{i&M+l>QmpOauDa!AeDyw7NRY;uc8F2no=6l6BHh^1Hi5iazbye-6aOI-RX zib#gicD|wJxK7+Rl$?a}cV!zU6?UyU$?!cBLEJ_;n>#9&{UWH{;mV9@#$hNa-=sSh zB|+14Cdk|BN!Jpd5BS;CfT=?5c776ls}ic#>Gk~c>i&IK*(mOg0(FyDEWdU0&>L7e zuy--U9k^c|5-}qTYI2w~#Fh-Dxn|;e(K@W1Z9Us`N5)LVp_@W-U4TfBy6)p34OkLD zk188K4nk{KTIh*XVrJNB$hF;#@OP$JmdodSXyUC*TjO87>|mn32bZMLLi2pQ3{g!O zJ(wm3(YJm^9~S_pLiDenxhQDxdh?Zl#vP zxklzN2k_y-3g&kP@Rak2#`lg59g^j=G9zSyb zhq9!u%a*E?65Cx6VdehA&UX!;EERi zr0(+-uyiJBlbX9zw}v36bEn?^_(&+o;0tX$w*$Z6n{WtrRay~L2!(?q5&ooh5)V4uM zAHmAhsVbpECqZzk-kd$UGD)ww;bt4bCHx!g;T&$NR z5{PT15?{(o{y7=A@~40IX`*1SY2IRL!zoa9`&gULE2FB z%~$kQI%5t6LS`e=#tL%OLUF(MIp3sCuBEK?bjyfbQ2LH6=by}|X@1A_#_rY+5#NWl zEd$mq@BWx35D!>3hcD^WEb}JRTRJv<`Bi^2;Hl~AHPQqrdWt8F{%M*tNu1gb7-E;vAEGsHHFZaRH_?Z+}7ow7kNQqMEUWxXd(Iz{v< zg>ej$onJx0W?XOf+X z6cpjJWa8`1yv2EZe#Fo``oSQrKr=24#%~kt0wfr6hB~eCm11@$7vdPZM$~*xM+L3! zz$axXyo#(-CTLvcE3bP35LIh7lHFRyFzKCwFKMwv-sf zNUAB6J#icz3#tb@dZ^p|BTpO;?4N2sS z`*T-W&|8jG|K6B#6P7#nD#yY4l60yHN1bPcrH1Iux14 z2fLLcO0FS&>02gC2)Mop56WVuBm3n3=MD=ohG+5R4LOOTa?>QW6TTY}+w{zHyv55* zcj0Kvip>(M1% ztqJd(4bUEhm;0MyIp1<)1{7Z0_3^bh{Kx-*z?qmn4PUBE7Ip}uH_TC2r5{tVLQs3l zM*8d@DyN?{P6n}gq8s-vMP4e>>x=|XJ;tlARps5d-71nfP-z6ojAsje_XH+$8!v12 z=Z;B7ePvh1w+MmKm`v0fdHE zE0-3_h9$+iVNjx}G*;Gw2h`V$S(q?Mnn93a_;E-OSbJnE3B@h#49&Z#VwH1|yDh5P zM#gD{9+r9J-D{Ia`H>&^B_+_z^(=nWQ<1dF+gsXBkbxk~&zZzOz$Mv?M{>_iGgt-x z)-527slOmfs{?`|Iy>Y3J|xc&j!Wf1D&5>ulF9R`^1+V~uIPZ)39Nd21OTpVFeN4? z`h8PPlZc+>_|px(J~RRb(_&gasd(x8X&U)NCgqQdlOhjE!R^Rll7b)6Ofu$<-dz?PrJ`V?E3i$4yl& z_xTz^n4o&waPpD+MPFy@CmaGbyhjc4{j$j{f!5MP%6zr&UZL{+Gr-NtwscgZK+H~A z_kf=MQ-sOtfk}%c3-eTB1JcL>et*LAk12bftea~4kgv)$59V`m=tpb28ph#abFs~| zH(OMnt(6lfyos>f8I!j=+SW`#0IVsqKL#f(=(Q02XEZ0{VL(5I&`2^nTHVKD1{Jxt zUFFPqMx*VDO3>%VZax_fhsMNymDu1F04yCrX}n1@a(1j*OyiSjGaCOjg#tftx@xm} zKz($K49d+zDI!~xx`M~P4&zwkiR%4}a;Lk(D6C_4BX8RlE7_oc{9%q?pJ=Rfh%RWA zA~t+uBek&dcx{^cB8%^ww4|;lF8&%rJbJcI+-g*mCHJESQrzl{%O159*_OQb>jkaZ z54Z|ww~=vp2Yfjz@@yPWeOK*@-p}PJO_cYQUXrPaYkcEiEIg-FdUQs~t5NOG^yWS; zNn4-l3b+YPFntmGg^(Y_Xwj9>Gxm=$#}4?$=qI|S)pl_~Ox;+1Kv`!bY__{qyI<54 zJNw1UMpTfGy{9ymCkDXej|i^D4R|ihLTX%T@}^JAMsh=83?S`(iKl@e^H%#aNNmmE z$bJB=+hnSi`7_Ngnd)V%H%<(a2paH3pE_apj)1ft*xu9I&dw^LLO(_njTyAR>4%>k zZx`Qlg-Foz2Nr25lflzHxEY)kj!p6fhfPUF=Xn|C-Y2~$BL>qd5kqC!)w}kJYAH$H zv8|aPRCo&LKBx0OE+`j&8K&pnDkHudy8KV-FvZYp%P>m((bKX&UQ^6=G;pKJTY@*; z>6@9&MIFEGSt8xVPTgS|%MOvlA8w&B-X4fGDd!H1GlNx2L!=hY)&HZgVV>K(#00Yy z;u`OSQ~!Y>K?(>mu9r>DnRDK98Vq6wjsY{;X|T z!bHKw6W6_`e>UDL13k`oDPBEZckD8YwQFMu)VlU1N)SAb4|RV$)|IkPlUW@6G;ltM z()uY^58K3_i!kabfI{oCFi-VN@0vY^Ck{&HwgKzF=kF(RyCM-|x*5DA*v1QrwIOB_ zp5$v&PwX5*%j~<}-TcD$xdx|ui?I|uS(Xh84I@o>EBDN*6a9xeG~5kmpTXD0fDI(1 z15zs08Z_Jp>|R8M&v6=0N5$cp*~zuAQuM<~=B=dnoqBxXDvk=tP0+@yb1sDQPazfz zf;tb7pm3R{a#3UzsxJ_|v(QCb{wD2aNxl9(wPi*@J^qDHwg-9SX+S0qana()e8Bfh zqyC@PD?UQa%bk4$`k`7V6OTy#l%>8^c`$=ZjZU(&|{DH`Cy zW=Rr6!dB2$<(hai*-Cd@7gsY5DO}m5Tr@HZSJejplo-epeZP%^Zyx;Y3_mHO?=&UU zzBF}tB`t`7!9U$r=zlF&IW=?b!MnW!tkR3AP>Z<%dwT2$4X|YC+q!`{}<87 zFZiC3qpDQU?C*xsx4ZHd>uSE}B)i>kROOBP)v;1GIB3fH#kc0_Fesi(=G7-~cw@$zg6fPsjlorE-5T4u!jutBQ zH@>`&sF&r2RpxDik?C<%?W$2dNfFR{!?DCIvEs-_)i0*S=r{EqA8HhFPttTK#cN}} zXVm_VZDBwSpSp3&`r%`@;96cO+zO4V4o4EEJdBj=!VIULH^xG|OEH43LIotOVx|aT zY`>(rA_%U+?=%@K^sl;Aax=hD(p=YybU0B>LsOScu=d$UqsF7|;L4w&+g)+!Ier>% zuED%CnX|Cik%pL%2Y;XGdg0arB&V5QbUQVfbIrYxaELacEMD&ih2*)rw-Q6Edwe4oRKWdmvg>Hy8LJ+`EaIR z9z@U+RKz3I&D{;#n%)%JreH07#eH0qiDT3;(hJ3=A6b@|4>CnbnM(D znrq(%+?B?1y^*=|Mrukx+>#vgDqp-+g}7yOjCIH&UgqTj`wBIdd$xj&z0Mq#%%EGE zkXQ>24PHs+X@t(ZIcyyIsbesEc$De(H!chMwI&o(f^@ypviKiuVPVW8%XM|Gr-JJtuF@AGetfxiph8q9V z=_BK>`CX`0KrAPR5QgFZy5`VJQ?QsQ-#ro8;jp7M|m&u9MvC?^=^b3j#6yv z94D_z8i!G|7(!}auvy57KxxeIjH9f!EmP)y%cs~azqRrn**fPL1O=9M)2Qe(kPd@~ zn#(lF33{h2Dz$vc{2g#3KvQ#RkY?!jb|a%{8!Z>ELjka@j+bT*1@?i$e_&zFUMGKi zMWv_JSmSOnscm6@&zAh>V&=v9l+5PN@mKsAI(4A08LWIG{N(xNnUgYe$eSX_ z`J@SP93NHkLWY!}%5*o!{ChPs#z#hO_7$Ojc6m@spDu)8=ob_B{%PHK0Pd3U=+%(UB~={#CkUfwM9eny*A z;?fFH%aDHy>#|^@{$TWA@=GT@+Gzi0Wp^Ylhm#5-$#r_!;L6vWnZ3ok#Z~-tDW`eI z3n6rObb^04-oi&vJn;d&Zy#x*7Qwmeww>?(zMI={Nj`M{cf&yF)QA8sf^Dv)Po3r+ zxz_nqH0=x29#!sg#}&Xy1AR2@D>~P{D^u0wcT$F+b!bzb^=4(py@+9WDpT!cZS^v` zSv_Fohb1L`J>?VSEZz}79mcbT{unid=z1kp)p6l0nCRg1dHobWyZ({PB@X}ijcp{{ zkAE273AyV@7*?SXKRw;1$}-qeQKM}yejy_;5x-S!Q#m~a63By|J&xcXYM@Q^!wr>N zu1tq{&5ew_erZc|1*}V<7>Jaf2&>H4J(gYl$=PYUWzB2!4sqsN)E67_{h`Mu>e#Jj z+RvRD3mh}I1;7W|ZV+Rg(%3%QQc!#(Z`4h%9e?TD8*B9A-Ye-J5MF*I>YCqa1dd@% z3Yb@TFJzkuDe@Iw|EzC8JJ4dKGpMfUmKyAp$b6QHph}8ISnH7A7?Tm_$ z?I-wJtU1|-q^1J1AlCi4|Z7jOe>KL&P*L{8u}9r00C{q-)2 z9=m4kq?_hMon^;zBG2fa{>~_6u!7pad*cptS=h&fhbdZLb!?GiY~ie=C<$*u0SL6& z8totR=XP9q+0up>=W6%Q(VM%w!6CG8WnUZMh6PgJ-}0IhxiVc6plkuPj8QQ|dM~`G zgpjl&_g)T+9cCw)f@m69rs6xbD_s!~dQMQz)GCeGZ0ijs87)ema5-l@TP(%siU5N7Hp6H=1yOH%dUHmUu=5-FJ@%JKH247=g>wHB!cO#Y9Z_|FV8iCCYG>~Q zK8Q3Bnf=^t>i4bGWHVOGdOb<$L^nwZQIMHc3du52sb=GbvRW<33O5zWuR9;F3NCIT<@6GHv}dOv#f{f z)?NYn1Uce3Bpm^7m|Hufk0}(p@H8CR5i$u7Kj^4&$)-1YA02;^17!Jhdb28x5mwcS zp)BaXQkY;ytP=Bd*%G>l>Zx*-6_)oG7tstWr8VqV_ZapuF$%>w|H*0!`gQEXW3aa& z82mh*u9CZYOMRT-PfAt9x`fesoOHnkb>WI;z?0HTgr7}J_u6l@l@yPWj*dUU!cQ=F z1+Q}eQO_qD+fTu$Im2?6UHe);m8Wn?am}B!=K3?ECUZ2JZe1(SN5JUKYzp}*(ib!GD1|X)+g{X zchi~6IYJ(VtrSq?a>+TB;vu+F7TjAPG1udAR8hTO6Hs<`-x-|hq#`iJ?6{h&7`O^~F#0&#dN`Wo%EvP8F3W<&_Pv-{b zm!sl&*p>s3THj)A^~eq!EsU2C8gTUcl}5fzKZLh>d=z^7$Ev-*5rzo(U>YA8^~{jH zDyiU*K5>T%r%SY$p5lPJyEJ+b;(HTxt-DY`i$BPQy*cp3wBG1({@YJ$>7=x*j}~WcqJ|BzOvuYsb%dOm((t6g4#~N2gvDXZVK_@~te!LZ?ZZyH``67hghhaJozG|La++9$+AXJj^3ZPj;zn=e zdm<)Z;}-VliRNGCQES@PiN?q{KJV|wY!qLO6_@{LoP9(vKzCmSmFDskfTd9xQmRdr z(MYD3Q;Ttx{P8M#cE1^ZrZ8reXNLDY@p17lDif`Z=b)mfTm`d#V^{YIMp7}|tB)5u z2rgzE^V@`E;Mr}uG>DTU>O~aHxyIJ?SPs3@aZ}&V@6c4%m0;#Oc3cBnVS`vDD%Zb( zqJp)5?Q$*1v*HF59_biyKbV!b;xTij|Npgo1;YyhUdY2--O zQu^8tbb_)GaKh*xXM-~cO7q#?!VW`dmw%eAv=3$}@@b5}CmPMLv!al-;-`@}o=NZX ztAWU{zkhvle49cH3a$Ncm=i=&c5Kh>mDx`HD;i2+R%~QGFJjDZnv3EjZ~ABG)&!YK ztYm5@e?D^0@p&P02_XIH3gA!iM&Pqz>BT5wYQ59HS4DX7F{Jh@85`MK?XXngcWrL7x zy78DZr984FaHMNA%&U@lC#*XrYHEM`iLJw3+a`I|YtMGH(UcaS?rS!DyIu>-@#9(~ z@BFOX+F%$?`Nyors=NG4$GB~3?@%%mlA%6P2Kp2p|HL%31Fr1yNh|`aAN$-}l7JxL z-{d52rnqk=2}Vg$z+_8DXGu;r$-3FO8^>=bu`2^VKT^rIeO|Itp(U9lOCZa8iPO_Q zD3ZPp?k^XO%^-Rd;<=P$lD`$J-malJ=k>nyiS0dgBu!K~+uB)BM)Epb-AsehpYrqg z#zS>3YcMMX_hf2Nm|>ZlO_mdzy2l#mm4P87Yj0I#*i+kr9~L(|qdD#>fg8Pdr`*y5~faI4^ zzqlaztqpUQ6(_CW>t?R0DHXW4&I@qxur5uZf$Dj;7fU(vp5mK%g0tHr z94+74PYuy|uTE6y-3|=vct`5(BJi2Bgq5lA=9h?EIf}RQU-drgt~J8AaI+44!QU-? zk0yY(x@B|>qDDU#ooD?zs%-j~_gpGF8afV<<_h}bFmil=p$4%b`1Soi{*V}wH)H)t zT@>zmM)8GI%)wr^ZLFaskPV7MM%h~2Gr<-9BZvGx)?Nb>!Qp1^aHn5T+3$MWS3vx0 z+jR-8V?H8luaU=4WN|#GI-ym{$V{|xwn!#I$Dk{_Dwex^`n{p$igr*dwksf1P$Bkg znm9pX8S;Y0!lUYZVTa-inkUiugszTxiz%p5pBA*NG}?Rv@zw*9Gxv47`d9OHcsCRd z=dk=5twM_kJ`h4$g-J2YL;U18*j~(Q=+K@}s5 z|4x0OdhaK8l{YRvq;3^XNh|kEVnV+A>+fdD39MGp!5v><0U*P3l^Jq%L>!>QaR3EJ z`=!?oa}EWThm(D8bp%C~kesM#^gJ6C1Aod3k@BA_kT!6k-E!};D7b@$d5j{U;9i^B z7%pY3NLhxMo<#yS`#w9n(W&3E*}!)7C$H9&WiiV3?2H}$HS$!eL#^s>j$K_2vqrqV zumh!iX7ifC0pW8mUV?$)3!or%C}7ueAEKT}dBd+d zwzBiqI58lnawjC-?r-*K`q81?tHn1yRWRM+@v*{(K4hZi?Sv2+%Ct3XvJrvXoeBa@ zojYwha2AoIWs`);CTfuXV?Y~YvD}>V*s96%zB1ZkRnNcca$&Ump(L=Tzt4}+3Mhq` zq?>_fNdxJ1vyuNeisu!0UFo!(L$5ZSQgJOY!e!{1)fLfj0fT0?YVCL@x5E`%y`t$;_ zg9aNBR!c5@vhsi$+MO49x8b7dtmGmxjy#tGdM)ltGUu{q#b|cX2AO)F&kaXW_Ri8@ z`1Q^>9gBRM`e~=CMWeCQK_?slNAM(oOa%efP8k++ss30tIma#5HqNg~PHZ1G!|mUl z5Egv5KX!x`D2h}P0&^+l7dB~C;qYHPnZbNpUNuUgs#0oo;qk&?qup^FG091;QR~yo zWISi#l#6%G(HYBhJY1Vb`PwZ_w17|J`WaU9A?8x`R`M?`X5Us!fhF_AB-PUdRsEO^ zVcaP`a!h@#ayT&Vgh&^uwP!aLL?R5=TvI!jOV4tANP`m}4qCLcC${&$6k} zGy#CE5@k&6gfIC63R$*p1D5W*^biWsrw*+~^-8D`rix|O(U4Q38^Co*?*}D=;SJB3 z2E(vqvNh25h|7|(m`NFK-7%KiEz?TJv))YQ-oN;Hm9@d5TCU`G91fEc2UBxYPX_gx zVlu2V4E`K`eFP!|6qzNfJ4!jRyd}OJTb=jbXR~i`BHp1_p1hB_Tzo~KsDg?0mrb=3 zQRx%9TCp$HgQ(JJ^}WRlaHFxpb@quK-OBZ`lPm959&R$=3Rp`6T`sucxly69+)ul` zu^ucQJ?~PGQ=+^Yu+xgPb$u=Wbn`Efi)oR(&k)Q;@YI>)Su3i@@m*NPB2)< zEo$Ku8|zaQbL`OqriyJpz2R|bTDtl6%xnuvK))=m;rdSDOzRwI6K@yK>=uR1;#N4h z58SBvr7o()>2P^hU{#h`rQu_jTG{P_uQg!_@mWRQ6tt#H!$+gW*ynS>TUq_L1941$ zjxK3=;gbR+ZN!PQz|&mXw4vb=x7=XZzZ6 ztuZ1o>BmG(yNX!`Q1ZOCn!RZ{Y$nUm(0K(g^S?E{J6;PklsUyw-*lF3d%za*7jv_o z7!_cLBdYI!YQv%QVu^=DvMQOhfIyK$QN)dR`sH5C;-A&^uo2LP;K_Fse zrNmZ*QmHrBDkZkeX5|-WG)-3FpU*F{ZBb4|Y=^ig z)*fX$PA!mF%RQ_@&v(DlNt!ij$;^PX)4H$mt?%WZatT2rE74!p(F(ZBEwRR@)*EtQ zDGq@tKvjKgOYjwcw%Ajeaw)4e4!e3dyTLW{n+JrO8jOq|kNt6v?>cxs6uHQF=Bk+Y z%6l-=nuY+o`^I2wXLO}y_N+eHzgIpc;lTTW*V_r^X@>WdE$DxeM`o4xg9kP?A3X~= z$o&@aM(U#Se!s)w7%ll@!V+mkgnfE$*z&M4{-`u5E<^woJpl3ombMX8U!|0@sG+}b zpMP?sR*lX@UI9KYo7^6}FS`Ov(o~1h5XMhJKU_PgbGY%scx~8?Vd)$aiC08y|1WMg-)lZ{!W;efFBx%La}~ zR67L1UM5$G&_7GvM;HxejJlY$?>a?vKfcqW)+Gpv*^hkX!innk1AW(NHkuF0wRC7a zA6@0r)fL*3DGe6C5i|4w;e>LnvvAQJgm40C5;+CxdrDqzEu5XZIaTrXF6e`kya9sB z51|$k`NZaKMVORU3ltItUcOP1b2p)qzc*v0B>kK0YHx2uXBF}W@xtilvc2;jO%gS< zDw3U%jpWOx|1zGQw3=&e)u2i!E2bJ`v0|Y18~jkU8nN)8#?k3MUS9AJ)DS`PjRmUS z68`f~pu^qtp2ANH{<=HnBvMf*5+!cV{C&i=L&sMoMh0c-kzi?>3|4qqT)4<3L&zI6 z$pOF#W-p>|mqQA!29o4`#L$yQk3Edku<*z0$|r=Rx$6;O=moyV>{T%=k8lG+W@^?Ag)x6H{dIaKNO zQv>{oRVuId6%WZC%4o|5Yu2Hk4$`5VY@Qm4G_D-Ed~k}1;9*7JvbXkMvqM4LKsqEj zyyYioyxxi%O3nYcXtk?24yA-yGgQ&27C$4dZsw-H0*2F}(?Yh{gOZ$;&|jo?=z>f?ba>vVrJr0!G)dJ$tN1D8qiUVsVX^*zN$DGU9#}h7k}MtcV4sn%%HKdxd|WAy3BpW zhS>ob$MwmKMPLFrh|D*Q)+rsSRJZ|;wU!-7bw7a;A&YcJG`0;du&B|^GirlN<>(`s z2o7bWZi&b>?iH!2n>Fx9AHnJdGBip>(B_l$Pi6!K8bM0}gBOI7HG5rCKFgM#MzDfJ ztH$ZjM`Twn52WwaKMPUwwBu$>BJ$fAB4s4!X|k{xPI0Y`zZ;i<2!34p{{DDP`74GL z+P=rPv3~gR+HO8?G+CM;=EVM0V!!3G3i=K-M95VY~+N?dF`r>2f;u-OGdWcO8 zJ17W(mOs3c#pneP!>H~a9qBP@0k_yl**+BWpna$;odS$I%Rf`6_JH6s8PhEdEqBd6 zFgwEnU37Ws9nW|l&O7_N=sp(l4VT%0xjw?A@Xd}T{}@dt3Uk=r*L>%uJ4d%8E=Ukd zMj9vg`!BOF>cX?AF;sI^Mg07q!t%O_lGZ*yW?eUK>g$%_yo-Bjo}aCijxRgY8|6?jCyBcS4a=DMJc| z4AY*;anIEgp*0jroD*yo(Q$o2Mb#m_*i^7)(?8Md+J=c3f2mh?b6KL>4prd;RPfpW zvaF`&A9^~chPrh@=82^kqg-d$d~uuE3aE+Gu1>ZP!%Ox0i|&UP`+S&5y36J0H~=^L99Ks|5J{ ztrhFf;hoT6u&+Th&TDi;$H4F|PFOALI<{+9P1v$C1+ARCe`b%Z45X5~RI~Z^?vWKJ zv1CgoNGk01Px4B0Yn1rTRKB~gB_|r$7#9-BWY(TMtNV0i-)4c)oo2FFXu#s|5)zhe z@r}*LL@IKm8BGbuOg^=3d2--+3w7%LbyI)5`;YTO#L3xkm-l?D~Gp~wAA@^#>hL$a}g;Z!@l)8S#=PZ$eDNl(G_5< z*-SaCkPZE5j}-*UnK2jW$-(DSWjkdxdZ*%)pA#}$<{1O#SQ%@If6 z#?@CW2RB8=*8L2L5@uTdp= z&MzL6seBah$<=ZajGc~pK4KOWn9`WxMcMHBlh+2Y$f6~OSx)LzBGpQ*hhlaKzHbbZKlvB zgLQ&GKKc7V*z8FV;-UI%nL1@f*NA~MF`^c+rKz*{}xzHGhH88YzyP66v!+%mi-pAgT(dC&A&x#XDtt+R%Q#c1m!a&!yfB2ZDQVG$t%Kp7Z6 zN{p^5$YqtnZPMwaq@^yNqz|DdTmwp3AyY581UiaoZY5>gzsrv@?b^8B(%Kx?!eRmS zV$dG(D^r^o8WJzk6&<=pL~JAJ&OMp$2YQr^Bl+4OtvJ4+gw=F1UQ79nov>3z7o765u@A`hnGBK52R@$ zJi}#{+h$AsWe~g&1J#0r&4PKV+DB|b{y+|835Yu}s}Uk2D9k_yUVA>z7>EB{aJn|M z{Fg2yWerE*<$qN3{Y*niCXOk^?WY?>nmmO-&hc{O7MUYM3mp%o>);CIM8dq$wFhs8 zl)N2&D|k0A6uY2rxdK`X0tTi)HIRqd<1coF8Q<%T*2}62Xhhwe4Qr)GSi6AEmW6*Z z@(z74!xVT}g0c$|f<(-oPB8L(t`C6`k$=8%+}Bxbv8kI=fkO7c4f%@2cBSvy3JvMK zaIRyR6E*+k`NR&Uq!pQPAQ0>&;r{zM^z$3<;%UYYF1<8x0ZFt0fehR z&SvcB3|;YriWN3Hy<*Mt4GVvF&hY5Y{x0UG*X~0o*B!0d&N2+rJ z#^Zj=(!qVo2$bPW8ZXXgl`6uzBQ?k&nN{!G_M}EN4bw1T!>qNnR z9c0Wds5+d#x&pHQ0Ym>rM}rSd25yK2Dbgs&!Ql>@8_+hqZ83l)^(}eRF-$Qg1BW|q z!juoyd5dSZ8|z5ZOi8b)TJzK@BkqUyZi(yr&0#)jwkW70i4=xZwb* z$?sv;h&>A)`dq_v7;MxTyu@aSomo{MIid|jO!xPZ+r6~NilGs###`IUcym(d#lyym zXjJ%Lk{8{)wbngCdfRfSN@X7@sJ2l^vY^+KwU@kQZmyav=34qx>Xi1XUn#`i=8hr!cha>{`1qR&xU$WD?u=2phUU@-B zUhIi?iLO!qqp0au2rNqAU(qxYA^SPlF4KAi?1Js@#aYC~6OCMa_~mGCzDT7V^9*H4 z;+n&l=XM1&-xNu*5jF`Ze5fh#yUOdwh>iQ+q3kwg_7b-h% zx1S1ep|Y+$qKKN2e$9|&sC0Iey@3P2Qua6$D3No{kkO5|TSJi~HpPOt^zS8K+kXxT z4#8S!zdkWz1vCc}%8?!pex%)BE{3YJe543--2?CLri0%b{B>(v{~%4OyP>GVqYmA> zR^afpc^Mhq())opc{lhe(3O$|Q8O1^!OF`M|ig8NzQaxPtXjK}~} z0&}y@>*l0Z>hsgH6q{S{McJl-YbGOj++~GhTD!7u()LHB z-y>E1-du;l8)jgC>sd?UxhZuxnelb$5Wz7WApyyjhigD9Mk9WBh5f@?ZoZY&>KJGZ?#1GdVNfmla=prTO56Ki#4 zEvffAE@ygx-p7*;M)Oaf#?zGgrDRw!%Wnsmdf(lr5PD{O;4kA75GbOHL(+_#$Tgdj zqQ4cs)lpa0?W4D9YTg2f69_}Rh0S1eMYIK*ilAym2Yc(XvYDW^UhFrjbgOX69JWOuE?vSke~u*k{Xn#f)5%@BT(Eir2;yVkQ{01eUYq#n(6 zUg&4x;DzX2 z%k#?GCC2vDlgzjfr9BqK7FE8_o?i9b1%qI$6csaX?t)?vRMjUeU*ta3X1A2o4w&)t zvF9F_(Mpl=Y0=h=^9}Ws3TM)h(ujJu)$ir4y?Xf;kJA-9z*T9XpgF!8dVHAoh>v^m zUP9d8XqstBe}RLgLV?=hg9O?IKHa$Q5=$?75_50WEKuRlO1-kat^zaKMr~si!h(X< zfgB$OibNm&B*MhDwI|!!z>YFjFc|(Lbo;F);*ZO{ODZ`xGHchO2?Q}P=W^JXZ%T2^%pxTtb{p05L)%4C z#7J_6p_5U>x)!3lM3l&{jZ5WH(>I8KxyYawhv;VepkSYlF71nFw(YZhD)WU6;t_h;^ZRf1}BzHU+8rr(Zudhr(W~9{yw*S<(glqICM} z+Ri1btj>D5fAR0ZrM)7TkdXxu#`NphipLf3IOGagex7;-1V+oB+xH%Ze7LNq6^J)t zYjg0$oaDU;c{QRh5Hbd+u_UXy|u6Ecr*y-nBojurFW z#~}6Rd{e;f%&I79c%i2jv6-2MdA~vwP}Rh$he87*^mx*m*2i7ZlHi1 zgUNBj{UfZ2S<9frkS%d#C{s#bF+LO$GA8-7fkiWy9`?v23_$hfE?d+m<1ys|yg`)YS zuYg6*E1>?(6<}KNuUhRdI{G5*3OHf80>1qpbE`0q0QWngAs#ON|BV7&ePA$21!)8l z@!wEIMZzL7$V0-$#MQ^cEmXoh%r*4CV?BQtPY(%eZ}(6ygruCTq=c@Ax2IPqLQYan zLc=@s4#p!yGtfUMFu)@q6rmtt=n>%g-zODhuFq=*lR$g>g?fZYp#5AzJ+wUB0^L0% zGz0wtL(GF*+&m<-Ji@)*Jaj@_B4O9#|7H=l5R%v5bbzUI|a^ zE<)Jk#PD;&>*B&O*Sg}Dno`Vg-q_(j(Yk}n3X|xI%eT>2Z=?TJe1EQXb^JxbWychFh|)l zgUgx0^A9Fhm+~e~-ebgS&*z+4AOETT#r@#NpYw(2zsI{K(f@wkRa29YkWl-Z=B-eq z_V*%hqM_iFeO+kz@bddr)V~FZV>eYXgQ$Ne6>4HzpWa5_ySVtipoTR#e##4Z z{;c=RD$r%joY$ge*|>&bS6r2D%uVLo&*#ywL%xSFj;r&5`x6y8m=qq1i_ZHQS zF=i=FyCxSM2LfB4qAxFgv)Md6e;a+C`TSolC=Y_yn>B~-J`t_ch#vHo{CpqwM1;YN zGH}t0j(esj@#s5Mz6DP8Tgw-Ev($K4n5fHQd?TRQlzo7y(0oxxuT(VbOUpB`6l4c= ztEBn7eMjVPSDNuSigNzwVo_f)KB4$iUZK8|Xx$uLcG3zW@k_ysw`lB)OY$3$B^tv9 zjFDP?am6j+x|%z1a;^;Xm%}MCDBf^F!s$J)#lVslFkrm?kBK{Ak1i(upl63{tE1HH zO^M>-obeOJ5_i6GHX&uI+qP|80X|8}I+5iZvr=U1Tx&x4SX%`enbdiKERR{&_lB|4 zHNRy1s`3l&@GP=%)|cv+CCy8vS0;5)Q@mNmnYvQBbV(sf3t$BE^}4M+JY85gT+3c+ zvA;=CP10>z_4va-@*dPkr1!^jwTA8e-K(qX0J&%UBQ|zkvubL6$HO(zkiviQr@^ZD zPeWse>UC7=Sq3S%rer@{kHh#y{mJ>;z^;AIZD&@-FM5~fe2XTBzL$JrhjnMN@n?K# zg%?7EPhSc(>L$J*3p(OH9pxmye?FM^$s8&X&9+cy<64_LPMt4;Wf55W{>T$5S=bhL zX{K6p_Ny0{IQ7xIeoMe&_POhn9!Kam zLHJ#Q?mYWv)38`U49~>WhM8+V1uMLZ!gs^Ho}4o)I`29|iMbcp zhc;o{4BjJmV2^qd;1Q5A-lfpcdIfBddP%CA-i%Dl*4%T9iZ3ZTQ85NS?Tpl5O+x!r z#2&^N%|~iy|1ZYgD!Oeh+8PZrGo!=IoQ64Rn89IYrZ&vX%*@sfn`yu|C}{gVLjv%`U0tr@oOO#W^+)lxfnx8SPpw6q?C4aumhw z(vfDd+2ut!@P*4%8p#xk#D(3S;$4gFN-DP!biC_jd1k{C%Bq=z+{S*U9R@K;4pN69 zXW#kL_=C^SNV1PT2kT?Hnh@pT<9+aCtVF3ISk#|t7Jjzi_bKdz#rO{fZ~U3fZx|W+ zriTZJzWY8yM5RRg5Hu2_p+YrPkzB2GRCa8kSEz8#?PfiMlcR>{h6t-iRR7rGk-}V> zYFnP;LA4N%xMG7o39x^qo#I&%q?1!I!e^Si(x^Dud_RpkJbeHv<_Nj;@|Bo=_>wT`@&!3n;Q3<;S|*b1c-=p~=g0#hg=1?Ld!)Pz z=P`Ixq{b6qW*WBN+M(r*p=$>=U6PO1=;Tjkm*qeuhxnm!=N^6QiP|#yIH4*3Y$`9X z?bl9SEa7xI!p`!YlDzkalecSrPw!TGOzrbJt5$7uxx%)VVu51&sYab;k7hKr5RvfuGl6w?Glc|4uWeAo9+5fat(nbri?R$3rk)K;trX!B~V?P|DY%uul0U?^GO}3n#p9OsvVeNtYwD zR|Z6Xg{71UFVug;3-GWL>p}mejU@tVfVG!;zMvT{-y%-3c(<#x8BA(J+&sAD7{l#kXF?-+;Y(C@ccw}3N zGo(%H%V*?hnk)4dZgLngsj;zCdib`)O_54m(bkLkwS7#jUWA{+0iiNuXn$FgAb(dh zb^?=gZh|8uQn5hao9C{pT7=+bu*%zf*}&OyxvAnuZ`TUBClmF@_{W&-AGL3szqZtO zk$RGB&MDj`A}q-ECoKyVp7DN8mQjDusP{Zeos_pRm}sShzcnw@G{r=2FkESqIIqy~ zvp888y$?uf6p_)sIJbz<|8!AhrYb`h#=~UEZ3EJG(Kx(n5^))sz9* z&RQ2wezJ0dHh_~|4kQ2AF1*(KEJwviVWwlncWtiNVE4D!fx!3vqrgTnIgV;f{@4#0 zL3?ob2pqK%kRXDOe*|FiRb6U4%xJPq$4c8c-DiYt`lX2ny32*M@(_zsnEEd8^YJ7rxAjKCwXRq1K>i)e@I?s^!H_!q8HR;04_}q%8*ph>g(p96G;G7go3B zIN;gM2w`NDLgzsuXTXo5R1YsTfFb)o+r$M<_@C|JeY(h$7$k?EK2|gOrNlk3@-~#m zVqo;TGIRdZDBHu8<}FL1v-&w?ZIc_#rsSyC8*``h>SkWKZ8WnzYRA&3@Ad_IwBq3p z{k&r7tm=C~YFcFAyv`5SkGuod1yj6OOJYVQ>ifXECh8G7kqIn%BPL$Q+01;BPWK(; zxbGxFc1B70JXC{(OEp1fhBs72Pkl(y{j8c%&*?{I6^$&oQh^uMMVIzV(t0Mnui-3C zSK>Nm^z&I;SNY?8BwONOWIqR>AIXCV?IbW>Gu~4kZu~>27 zRxzgmt2Q2rRFlAfZ$Sz+whlM_*zKk{;*8#sAzQ*SMFSvgy`0u5>4TO9^^^~JqWDEC zzD@A%mw-pzE_zz1ER!&~?B1;|O@5SfypW;=Zf&bG;&Y%?gbo~=%jLN{SSNQUFCbd= zdp(`8W_J{4ufo%IlTDQxA8|&;T9@h#vH@r{wBcDG%n=qY%n=u^%#qfesAFec%27z2 z+ehubO>`z_QbnQ_dXq?I2W25zMi?0$s`1hMRwsPG_>}o_sQb(HQU}}71iv!(09QuG zMpvt%@6Pq_*YJGQ&Co(J(TG&VU>7&WBo&v!2-mRLrJvFdE`w@U3F8UOS@5}{>(A)G zr7bl5s-UMo{Xe(h9Ys9msr&yWGrFskBP^+Z26MnH}+Op=O?pl^+&qaJem=xF|q99%F{?>WYpgT$Hx|erS;<6y(O@ zCDi6+24n1J^=!pEYaa0AKTu=@cp%G(?A4X7^DR-da|q)&H)#rTxXj@Ks)|b00iZ_0 zoe=euq@jtS#%SCzSa^@i!o`Lv{fu5T?&c|FGG3awR&!nfahGSS0uofG=#x+J6xlK5 zv6(r=u3N_e3!{{qJCJa$@|&_w3Lbp>18SvMRuB4I_DHo%8i3cJYEaUAEQ5?!7DRhS zjG`*iu(z*jbjJoZ8u#Y0>yCoBdEh+l9`g1x7G^o9q0p_|?3A9FUXmJD+*3EjCc8n8 zo0m7}=O`72MO&mCF-*YaDMqpnvmXah zEu6^`YPLKvwpRmk9FeN}geWo!p{`h4Rva7Rrve+{%`Ow4!KQu?%1_`TeClqdeB;XI z`~;5+c~QhoeH8{c>lqDL^-LlA8et>56PfuPmDJ4yNiSR!D^DoUHxvn;WL|nvg|G9i z|8u0IMfA`E_0&v!!X9TMdQb)Dy9FBN>G%UZ2@#f^XbQQ{iWs^CfXTx=sGcVsTYnx^ zBF^NT-wJp8>WJXeQQ6X|2f-q)WSx$j-1NuLfsrPjR-4t*W$)D)s5(Ga)oJOMSiBy^ z$2sL+M-6NnN{a*%VGIp^=4*O%Y5H4RfFWi;=u1ZOZyE}+6X~={9@A)^j`PH(6z9+> z@wgE6lUip(Mxn`ZDTG5U1HD_`@cQ(VQG#2TKhkvpMlWPk$2lFOp?Gdl#Pn1*c~fwc z5PQ>2`LZ^>DS;K5Xgn%PK6)DRT!75^Q<`jIjZVYG|s1xY_UUg zi(o;|2YFI#O_jiYC|$xkxESTX63vbx1R|#dG8~~p^meL5GiSniOdb`pJTcM8{a`~b zvW}Q+`WJ9D5x81QZtU_mJ>rNZvhf>^xQWwON63vSR40>6x)*1o)l;(^o*@a^H-gw~ z8}4iuq|ZYYtOkhqpAV+qw#&Kn5Hx(2!VeGg*=X<~ZjiAtJQ=zWE)*xim5dZv!!Fg; zIXqj_q!M1z%hVeh0c`IIk3=WrS7IAeGFd1#>;$nyabrWgu@lFM;H$x5M3@tRm8|eYh1W3RxDXSS2ftw;c^Pz7`a>nQ z?wf$$2$wwPyp6QPR}M;9CHz}uD;cIt6Ijn(ZJf4!aqTH_Do=ZJC_S*muRwJ4{h>*q zgYJD(bgJ0cLlxbz=JiLF8CPhgKnH3*AFlmH0zOMa0^hq)b4@+!)ozcPv@Bl=gM*BE zGG zr$>F5f?%t!)kJqgOh~yYrqdyO-(iF6!lVTN?-cgw>f=x-)`lZ(wRsB0mN|9b&`fObLuMY=Q+{r2Wtr?(JPXesDIOEoA z0BfRu#!kk;?**YS2 z)LiA#6l(Y3mkw`C-NKq^Ma9@E@kk-wsLw9sHZnD8T)Bebjt2L+q?#5)Ng$268-*G% zz6smc8~d;J_`htNU%plrRcjQ9-x`PVa(Obf`5KhrOHRkZm{+y3p|s;6k0pHy9VGB& zCWuR(3mGH`wq_?VheU=uVlEj3vS!)rtdMYUd~rDq<@zdY4L+xrO3%Ad;sz7?)|tTAz6--8-K)9l&6xNYv z56;2fUb!MB{=5xL$J4yeGf;t;&|qd&izznwbMSE^K)X6pAnPY54MCm%=w2@_f%;JA zCpq1gF;jXXtayd2CfyQEhul22cm5QNYf;s0JI)d`hw5g~lcPrHkKhY8G64p zp#n^lC~8}c=+?izO{uwWRxR?9!1$D5*^}Kf7=(0Nm_YwCLO1oEhid|{)1f5Vgf?d9 zyEy5;63GrC1cYFGriUFmw_ztLJ_F?8dgRP9#zY`n{ln*LDKe5@`|~}n=cr?pBoB;~ z^Y_Fm!p;}s_PwK@LDQ1zR^#(MS&?FqyH~F}`73CS{XMd3jPHsLVTm&9{XIvDSb5hB zd@&iDdw$esx%qRq^8sb-g*((RW1{4#?Y+KUKiHlH^!@MQ?TH6X+HhgMK4>HSR^C1X zCY}n)f7Q?dOt%!-K3$T*3x(^#%X9AiLYVK0Y!3ANoUCj?ItC!L4#bMaUUVYciN20X zxY3nUz!*-=;7h#KH;-CH%fsLe!Bn7h5o8Qgu`LXJ3Ym3#jG;J4$pvG#zmg;w^Dp3n zP}6z673H#808=7pXGVhHk#8|#dx{yxFnix;dJLBa(_~EEj{mn+avpyh+=mZOn#EV@ zS&EXOMB1<`Gi!CduR(B@m>NFaL9Hw{`%Jyd4*wanoFrZ3^n7Dx2wID0a%la|ttASq zc@Wt!^4B9DI~hDI6!yhjZj>}?6=4IWoG}3Aabzf)NDQ*PanjFlKKk?s)Ktza z?G&wx4A=(QG19SDT=hoBJxh=CBO;4la&QQDeo=fC3Bq{BAxPSlA{0LmJ@4|4#OPLt zr$PkHne@~pn3nX*^C$JuywFy@)LL#VsWFXQzSd!^fV!E(GZh>MQ@_ntEHKl@({pl%EBPP!2bEXbObCgo=jEh3+z}B-mVW!aN2PVIySSJYcigw-(dfuIN z*P_ip>fDDo9jLmjtkAQ(cv)H{3s-$wmaqV5Bd@9S2>bsskj8#_C_?s+SC#eRr6Y3K zN9HL75*SK(>(%JSNVP}&!5pvXtUVfvRr-|gmNjf(E5^oXXy_U93mAY(?3&i&8)9D~4cu%$#)CaH`oV%(LY| zX>>bb)!V)lSDV=ca1MmGdSwG^|KKIdTj*;JW>Z+qhB0(Zspr|adgg81#i%*fy%hv9 z2{<^=WQbRcdeIwn8bLL{c;RDKD58j zaTI#X$3Dd%_bOafAUU(ZLvlOL!%hQr_A)cQB<_PKupJdC^qr=^duw0k4d9X{_#B?M zrAyA9G;*W_)Zu9}=9j&{g6nwsAz|uO$qMkrGbR9~U>15NN%~*|3w(hGEC-s*^b3ux~uvBoQkY z2o;kSfmWpvFASQD<`u`Ka{OZ)_lx8PcSOIfqtEk{fO}P-?UNkYn?YmNL{*QZX;U zf)zPXtu<4`eXFr*KTDBj-Gwb0vWJ&9N)_U(A!^>0IH{^3@nndlh_DpNH*jqh;b1zd zqDnk_;~w>PP5S0SYGQa`XsUQ%XeDhcNzf=4R)C5lU|1MZR`oDdg3EOsNnNxGIoa2_ zK}Ne22-&UXLSdRtj$H5r`0#k295XbROt!eBq9C z?sS=7JYL<*f3!v(b=5*CsnspQxlvE%eO981wbrXL7Nb6LI@edy_ z_L2i;2)sG8V%_~6+lOmTLt5b+(oEjw>t~&Ki%Lh4lzi{ofmOX#O*KdhDSRZE0S3DF8N|TCOE#d(ROBQ{M~* zmUaR9zP33%7)0Sj!!YGdU5JpPQbD|t6R@096Eq=VilX3Qxr^?21J1&`@8%0Q$M$4N zQ~i4DjGgalPh7HY>EaWLS)tYSki7@~yCq3Hm@meM6aMl`=hH~dTkRbw;p2X*0Flq4O%@NXO@N8S zU`M^60DW+zn6_RotRgexl+e$u_a}acw&R`84@g=|7$~~D0X_zM?5ws-M3vR58u@@3 zVXzCDbo)G*jGoZTBx_vBrCbSeo8Izm+?^e6jytK8^jq?-=>4TUdSNJMOpQE|hS8Cv zq|AYz!ocZ3lU*{bol-4vs=#R(%|fG5v98YP8Ouha16s$gXlf=?D(4z!FHaOVRiF%A zT$XVstI%!9uGy7;0MeWh)~Z%Ku17l$E>*#V6_SMK%IBv{eCHNm0`GB3j2AkaLUcm&STST^=yD#oiB7R^8 z*V8NmN3`=aV)6@$HugA!%jVTA8+&srE4fpUbm%l}Lc*9@x$8{0j=96N-FkP#2=TQk z!j`r$Y2r{rG>qq1fdo%>K4EJ__0*+EsjWggGiwP++eE*ZO}n5Ky4nk?JBsTBH-W?w z$Onn4Kv8B-1!@7qu5bxp+vtu0Ga8bP`}wMZR!&9lic(s>)WUp#OSVsyCdl}-k|;DO zhSZ6g7uJg&lT8hrNF3PPOAZ3HR>X5xhWSd|?Sjp^3=`TD)9 ztyd;{@?~MtqoLWW!y~jjzO1FZUbNw`;dSeh6YNk0X$!ajHi7ksN8X`e=ib%?FUEsg4z&Q0`TjIui0kz7)9 zyxvu5<_CgQwtm66*(hgRYLp%h9rRe98sjY2wVGknPqwztA``#s-8BgVJu}f%Ld-~4 z_Ct0c3xseSczE>#^|2IZPU9k{lKC3x)HA$8NchMRRLa}Uw%@%%&i7T=VQ1toi-ZVea$!XEGtezC$G|bCIMG+vRx*Bep3EX$G_VPJrYjc+WDHZ zv@}}1xB7TWI?&IK+Vuhyd=`kX-9SZJ8bXe%C@*wp7wMl-U-^iDVd6|VWr9c%f95cO zlxsKvA?^O1hgc95CGBnge2?J;aHb6!01Tz@O1JKD;HV0;izb(y%uojfn%Z=b#bLOk zP^XKVhG|mdFNz|c!RA*!#T*{+aMfqx-rXmDxjzg2^eOC?kbuW&RZ6dN{4jR-5y_L`w2hB6>7rCZk z@l4i#c5(0cz+bc?k{;c7OX_j2?v}A*GqBj8Pc;>~QoJrCkP}mjStE=lo3-VR9;T*1 zdev9mwpLM-4R_S1SQ>w&tuu$d(h~Qnty&>?w;2>ASQV8Bl{lG!Rv%L!NSLnZS)oq_ zXbPJ8iPY7h_VsM@4kMu_ch8KS{mkk-;A&DQ%|OajUq`SXo4QjK4~W!4!Z&o<^x z-w;*k50|-0E|PwqiDWmLJq~7691yJmTw!t4mRaqjYr69|S{%lO-r(o5a_6?fl1Zw| zZcKW}P|+PAYL*Ybe8v~?6HH=sjbVB8|Cq{c!-?DL|2g#bZJH`nqC&mlgE&aEH6&2xTTRDKa_^-Cpg4LMf z=FKq=sg|CaIH#yq5*_(fTHKW9PzMYSrF%I2(6zU8WxKY=+-^DvZ}*~txQ4n4D1Dii z>j)|Thee9#6vtg>xA5D|pmXHgO+_teYwK}`jp}Z@(mCA{N_~vk4zN}Vyi|Vbq;wLr zONlUd+gLBaOs0Yl>U#??aTR0veMFg5J95hJuZ8fTA0DOc0WB^;I!kkit3}0 zi)mWt4kct!sDY3wYuS@mCq#Izu9t5RuRGWfiWWC=Lw`I6P_rm{uH#L#^O@3N)<)A$ zxEnxy589Znr_US;;)di1nV>M2 zYa+*~k$t_AHP+u=SA1qkm&Nv zCd`+=(Buh2v`p-&kmX73fdr6zVG%b!GQf`o1JCNX2(Y| zqIa!14#7r1oT;i@zjh?npy{I(QOalc7u!RH?{bqc(Y$nuJE*a3D8p3Zr7Hv(?a26y5(|Gj= zy==l0zS^qFyDX*=DS;?Btl5b3y?02IZe8i*`iZj;F*&fO!mh85Et@!-eeOmENJ_C? z`LQ?%7t2$_u(J&OQ+lE9&nr@xKQSKs%G0-`ns+4H^=Ts_a(Xeu1VYCQtjjeRZ;X6e z8L?N5UG}|b3yA!yl7jzAW{+wO!sP9v9#eQ2bT@l43`f!CD!J1h(4ce5e+sFDmPo#= zs|U#yH`Fr=X!N=YuoU~AsXpSVyqB7%0+o;@4?=?Q>DB?Alu}$T^-Cp4vo~d_5sAVa zZIsfnwbV0Tbkg+grGH)<$(xlj_2F<9pN4Hk)jx4+&+C0ZOnV7&M{{`(eIcv+QL1}a zL(O?2E{l7`oecanoFLatUO;s#k39b8cM^6Bs}i6ucS&6096kJ{PejZ^KIKswiX^pc zP@GX}%imS>P!{!QdQ1U0F~sH}m+iUBD+7|R&O-G%fqr~VjNC^$q29V*p7cediZpAF zp+9XggI@$*m)(+QKM`@u2SfkG910{&$ufv9sp_QARnPa09)347#Ex z_~VZod1AE4BT!@6aye;|jUk_y3Rekh<|3GdJ&2paA$CQN@HK&7{{g=Gdp9%U0MEcu zGmEG1gJS?WgHV#`OmsJ&3!*n%w(h-=jP#9ex@e5z8PmR$cC)3!fQ`}On?o`&didXe zhRgYtLego5;49rMchA;WTtQENN>BTXtQL4U=Gr1jp_RxERUSaVS$us#|7`2iNg5 z{ueT8ne8Q~*OBAl;ef=Twuap3ja$nMYtt1#K?~xtkz|tOWgHovSpTa^E>I!Aza0*Q zloA)0yGB_sDPi$MI|%I+_Bkq!2@Ck0%IDupdYxq+^+Tni>4 zcGn2MV=+Y7u_?)>95pGWx9-UqZ?|{Fk2KqoBNMzYBfio7A`27h>Zc%A44hzjFRHRTJe4)1yFV9PV474| zYY(h^Gs59e_NQ!qv?n9iFU>GP0BG+LM#TDb6O|%=r<&sNCHal;&rZrvA&cXfK#3f* zj|6poai-q|ZyXNylykVb;PA^0W4Mr*OZmR0rb{)bI1OBdpafgTa9j{VpW*Y{HD$E; zDsf-$)h8?!V--A*ms{A;I_adDQj9{SB5lr1Xi^}zhIL*6lUG-u`*&=d@9BzApTXTZ zsUXJ#0!C@-aK8GF=G$jCy4AZzt*;c`=v(p>iC$i$D;9nbxuJV~p-jUUp9r_T3)h_V z94lHoyktxG(^Dl@-YlZyxA$65ExF}hIb?ZPjP^|=>$3M+M9bPydUW#FF|PP-K)a_b zAo09Uk|`HJA04;LHEhu|D2n&F8c7J(AOl=;+==~o53Iwkq(Y%b$L2%D5OTmM~4ew-$%C`$TfcR->*zT|9U_t8kBJ< zsmX(oBf_8UypK(T6%5ptz?HKlkT;uHhNSvV0UblMfH^#f2F)oVKNzYNNv(iT(d{B( zK4K&xMk6=xfJx3qDqx;!-9Y>L>?262g4}DE+TZCt`?3`y%4f*^Z}31k`>d(~cS@FA zGQ5tEV+2RWl8dA}R#ef=l+m^*&Ul@eJg6a`)&U6Mg);@-gc2h+>S=ILm=*;M4J0ox zBH(c16XKhUl%hZlpLEq@KpV1FY*BSJF*RC3BmU zu1#a9IgRxo9b&-a8xdA09Y9@fiOnV1>#B{&#UaHILi7MFIbedygkvwHRw0jkx%o+_o?X-shMxW2Nb5_V*l z>l?ffimrjZ?|(2$nYRlaW#3G=oRTZ0yN*HOn|fM%m)wj*N&{a>rs_D0Kg^zF5?qMF z#Olp|_(p++~OD8xeX#o#;Qe zpem-$>z6;+=A9VHhXRB8e4n%>#O8?u1eY4p78CrNh<{~SGL8VHxV5LWuBqhX)kd3e8Dq9%bE%-+ zq-3;vbaO$M5v`ckBF2D~20Y77f}Df;bki!PjIKZ7M7MtEb{jo}lFVOG;o6bBFjgFV zxDeZ!UiE4=n$5v{=}ItP`m5>RD-n+`V_D|&qBH%xa4=`D4ro*)`^7x10{iDP!tl8? z5B$cAsE9yc3lko0+iV$jDR2Gc95{@r{ zP3NJ~cc2nJqPfyi8uB^0fOWrula5D@ijeuY;U6Sel-nH-BN~K-95Dw03Q>h?*)Aad z>0X#mpf@Xzfi#+ELJ&RW&#blkn2qw6-12n&{li!t0{A@{-%n9ugbEOf)#G@aQMh>P<2?OY^v*G1TBLowVxu`aYFnfPDu)xw7uqTRs1Z ze8-5`y#k**#H@+#j-IeZr_$JLOR^mfJ#{-IQj{6dk^VafSQ!@Z@+Qn>vW|}|ROrB1 z_TMGx_95eZuRPm4wreGtTB*R7om-*BpHi;j?ep~m@3Qq9c>B7Y+}ba8R#U;dHTC9= z8y{Nx*7w%0#cTF=;%xi59LEt(?B~CC#HX$1u2WTUgXYw=U=m=N=7cSbOS32I;HNCC z%ylccLI*jE8NxE?XDZmasy6^EYdMsI>dk~XRxP}eWr3zq;GhbQJ4z`ysM5wwk-p9g ze*~Lb>YjMGAM!8fDD-TIjt8D5vd!npIgLMPafIuB{sM)CG=-5m%u^*0&j-*P4pY&x zVl`S++x2q=k#am1DjrKb(EL#U*#60Yb$%`Fw$I4mE5D)bHAcs_mjhW3lWXiUTjoR%03 z-DNjLpJ&E6YtFw!cGv>=!LkUNqVDi7Dk~9)gqmX#SvL_Xv1U_4HEFQiXc0R7AraM_ zymF_Zbh9yw96)bzR7<3-w{3zzX!*@{y)5-~U=&Z={T+b^hKJyhi}$;;W-31gr?Z*X zb`-b0T1X4uBZD5_1TxCsMzM14AcibZ#@&NX;`4NWbPM?+54P78V#fh7xtPcw8{0}Oh&f_X@c8oseEL54? z!Ow)ZZ?j!?NT?-#(|F+HCoI{d$q}1v^rz8AKxyC?2GR>#xwm&J%6!T6rrAGxxrXV< zv%xz9(*FMSW%8LJbEcH^U)T!V!&$$@4u6g3PqIQCf2=Xu)j42^_aVcL76SHbBIUBx zFH^|XX$!7n+V)8F)EE5fRM+J1axEAdnHBRGIC?uYq)2YW!G#N^AWwg&frKoQW?RI7 zL59z3M?Y^YJDf*bpRRR`-1lg7gc8R>-^C`88_@}V_{f9XiGp)7;9V#~6u?0@#*qSZ zkk`kDZ4HE~up}lT!Mo@Pb_zR-P-%FqwKkeL+kwFXbBZ@9`%`>kS(x;P5Mb6K6{=|! zxI$`WH5k(z&GeX)A}$ZE3^PDwSa*o_lB6`MbH5rqSo^9z?3bZxe+gvzE{m$zRqwF2 zp=4UgD`KluA+@4CLL{Gz=tdlo5Elpzwi8I~^4AfPp}M#4ut1P%W-d_OBs@;BIBRDT z-uxq9mSUc;i$6bZC`d~~O#?2H&pCCuZ14pBNNkQL*O17WH?_61^S8rL(nypvi7pp@g|jFJ^Qg@ddJ4O+B-)g=ICfU9Op&jqHmhiH zDDE(&se?rp+!*n*qVVQ0xn*22R0kpHU@S_8U_<{CaDOKIc&2s6XSF3j?sJBq*z?r$ zedLiLumW2sP+8ALvKm5-ZcSvMEo*!z z%L&L?>`H^oD1@J?fy)&vfs|ERf^W@F=j8^a3Gmyu*p>-`qq|_=xn|`&cl;Xh@ffcY zA$+A9`ZIo@r#@Nx%;=MBS}S;c*AGSNeJi%b??GLc#G9C1q$#CVV&rGF#@0eNlOO1b z`UBHXc5P-wkygWC(C>PSXHgK$S?>15^*rd!5^2g?i}dyl;$bVz%8N<3K+`Hk&loo~Bw3#> z4wSbdBGPFpVtp7bl~Aw`VvwLXP2zo4Ty>$^`gggJAlFZ-4YUY1H1n4)H476!SOMYBbR|MT2X

n9$esqcBr;jioAziaQW(@$9{pioo z9w6EfGG)J-qgs!7t#ThZ|1t@%wK={Z7Y3F!DttPx0M+G4_L=!3CTI;Y>->?{NzOER zUgbXr0z$~rnCDz-N%i*N(3NpWhP z1mxMQ=DNh}to2Z5HmNbEwD+F#HacHJjqzm4vDj#Ph5ptyigs7p6X~3A8ME71;r5=j zPszU(g00A#J!0Z73q=H~ETEDE)w(jhiVTHRWr2B`A_4(6u`Icg!=$CX=~+K$*tkI< zM1Ne^<{x}afGn^~!yU3G+k(oV4Y+u|1PeGVXbkxi8!&!zaS@G~`mCsmShhGwWKp$j zGDK9d;d9&E)a@XP)U<4w!5IR)fxsEyVUUOhAdLFQLo%a#=nQ1>B2~2&nzp3(bPoub zDDg{`2>nMpoIev=Mqmrpx&aEY()Z0}V{nRTRvUV)C zM+pIKUPZ4hht9fUYo3aN?Q-klHC^_Idx|EGKBVYC=Oue<8^zCvAqcE@L)G;#DbIK~;Cn4ht4g`8Y`#{xT*K z>;P6rm#Dnkif~*!gTh84V>@?bsimqli3i%Q2}SW`FUi7i?OC+MOYGu*hjkAM7+e;<>{6jye3@#393INaMor{BZ& zaKJW@&yG%U}-wjbUH(u`jV-VRkSeL*+#!wqva-WL0C1! zqFJn0_~`xj&>8LG<FaPdu;qLx6*3X_|e15|3+ac|V zP@qMBR11SxGW31+CFa&6hqvDS0N;G`4LqYhO$IybL=BJ3k(At{aZ;f1eQT$ostUEy zKt)w;{xyK*j2&Y8s?+u-i+s3xW5TjNfwXz`!K^5)%`vy>W&Mb3PTPJK;`yT>cwJ|o zFp0@>D^I&4$Z;qW>S9NBE|_bKtp-aokKxkiuQ%f$8xNn^`o<6-F?WnT=dxH0c1aC; z-pyz^cQ?w|Xqy4FoxAz#M8<@RqLn+lJ6v7-(U0EeKSjHZ#d3}LVvW(LkM8aW!`@5y z{`+s^^!zNnp6+1=cJat4a6`!p^(hDY%!Ut8PkMKN76s-uA6;r*jd5^>?s!{s?|N#VfCT8V|qobqtnMR#k6v(p6w^ zu#a*+!|HsD-jyquynBYua)n19e}MDJ7&|1&>jUUmCRO_J(J8jNUEarU-v1PiCKEh< z;9ImF{-z;arlC@Pfg0q*|duj1Lmhj{Rfzs6`hMfc8a?7a9g7PMApB|iT_Qoa)Cv1+#9!&_Tol|_M#&{)#}pC=&sVQW=h>K$Sa zEAJXpFn(=M$b!5`EsMi^NwVL#yB7!C5~W_R&jAdJJE*W#Xxt}D*b>-a8!=7LHTB-E zSNJEdw{U&53s;Z0Qk_q#MrM2YQoHbom8oFW3q`{>56A4CnyAl$csY0tRv?x+I818Z< zbFnyqcQx9OiaF8axFMptBmjKQvPNBF!fbr1YWy;$^0Sf?9P5uY4-?vmJN*IwK{0KvwXB^Yb!Y;^ts#CkohTT?gbH*! zJq8(Q=RaS}m?<)7cLbPIy$+{I0wcjNi_sJe7mCEw=cfIbK!rG8Ad18$@MEHu@fV1W zNUHDcHn&I6XJwycs)F%hT60pl)$5~8B6cL$Myw6jO7>Vt`?MV3bqu(ThDKEpyY2wQ zN~h1}Z3KDQ?k6SUj>YTLR?ms>4{IG1vd&{WTGoFQMI{v+j_;H0=ddbfZjq_iV99@> zJvQXIOBL>vqy7qmgDY6B0uDQU9F5QTtQz$P+(Of$ ze*R7Zc3mxs+>_M;58i(l9arP}i?0FQZB2MQCphHHQ7C}Jl@X;FavrXManOEm)>f&4 zD)*;=QON32y{@$@oIoom%Z2`)%_n&J^hxxbj`5=c3Ur$Y0D1lXi|ExW%#WU8e)^1Q zlr+ZO&H#hX7P_5|I8n67@uI~6Aq$eV3VihFWBkdtzlDz`W2SgAa*@q#?_A>VY5P=o z&i=x7m)r)iMz_DkOfb`!kanwPkO*~p@any6S`?hD*goO49Y+Im=aX%0odLAgdX@La z=T?ckSaLd{q|+DZ_Ip^>bKJOl z3$K0dK7%X7UeTg4I=<#!;Gh2F1N`Mreuyz?+Biu@nGI=xL@hBeLnGSe6_oWRj5lFh zcv6`6>PxQFZ?d3uJT4(BwbMC7Vzkw2EqmPsjRX}Eq;`b@*t&NYPx?I^kA~>pxP#Lo zz<=rsIB7W??(AVXo&%$+*tr`}K7D}gZV&x!*$ZapQ`~;#Gx+h_?_oAsz?0hz0g5fz zX}5QFaqqLgfH%JJ4eZ>z%b#Poe~2e<{uJHS5~JZh9-ciw-3nMzjP~M-*xDZ9?LYcg zxPv(c*AKDx#V=zv9HD>nCVDS^8q-!AC&woU!|NzJA`HqfE}y~LBILCV#&r}FDKr+Y zvAzBnLmK*B=!x3mx}@~lr`vCgGFj|Lpw2z)_AZ2&amnac3Y9T<&#w`3#~@{tx(aF8 zN<2<32j%*)U~ANd)K+zPDr#11jsHYXi@`N>e1hm98HnAS(k`y==g#v@X7Y0$IU~T@ zOP}}a=G?}G%DRfUTd?b~*HC6tWHjqu;j;4(FugSKsvl2IxfQY7=?egzX`kdR)U^Vc z&6^_H|;LDuuMs=@mI^fEr+0rSgCLZy&zc>k-~Ky zGOGy}F1(o}CMn@?DrQikiWM6h45MpW$Si%+w%$A}^p*-+hIPB-*NkjIh1gq{1*aq= zQAk^W*8#WQQx1-m3d7`bZ=YBDYqJoMdTP5apwHgB;X>Z>NvUsIBIveI@&EuJ07*na zRF_SR95A@t2;%v#ko`McoSxQa#NSsMYl;ZUq@Y{)C?x0_*K_Fwqp|Lv^U0E+R$AgAozK!?(=HIeV)!^_tzVs_!!&^W224?3+TXd&{r}<(g{gO~Hb(nbaP!44VEps}&Yyh@S8QHU%_3*R-CNkddK<0Y z0OwD9w8D^g^{kfe3i7fq*-olp_4pDfSEvYyZrSfk5HcL?!L@rhI~SkdXsw|%A42RZ zPX3$sQ}!mIUmHETQ9-f2%*oo5j)@}nS%w@)*mzKacyfM@6A~%YgX7wrJ$WugN0lZ9 zssK%Y+Wi45h@aPMU@4VRdL6dlDHOnHcd)&?kIr(A>G%XIvJ+CzZw}5NN$_QYgPRYc zRIgSu_N*66F+`S7+Qt-6tdin03$N z6xv`)0Yq7r%1%kD-gL9cC4ins;)b^V168BALM_#I{@faD3+N;O1YHm9mHpv>z2@n9 zgZ99&eG@#+&(5%z&r$RXrOHbXYZ$m_ItFzE(LFgx|09&TpS)Am%NMGfpwUJyS|(n< zP6KQ&Hcz_dD`*hCIZ3j67)8foziyToI3Izuv@U|!8xrtQE*a#a{ht(;3w2Fcl}oPH z)7Mr3EZPp=|Ni&z>MJi}Yq*7H&rYzMulYTx#pJ_>4{`hM9sF1S^?$+79rOqsc#NZ` zk1^WmV!4>$w|?ul@$|hn@q=&t2e!N7YRP$=XG4)`J3p@gsU3OhRrvNAID z!Fm!asse_0?!)zV&~gDggDtL_CoKjIa7_0@t4tQxy23o@6V+N6e?osXL0-C71Q1!( zn}U*OCuey4_>n3!OFI+qQ(kPfuI=pLvoGAn03{aZCzzZ(V~qs*-F|n#f5?`LEBl=` z@2xE8SG2g|e?A-IPrvsay!qs@csEx{PxaD2U*!GcnzYNk^{HBKpHt@w0d2F%Id%ry zYNJ(K`(TD z^4!l&baFt(T2iwahx^z$IA8%x zYLglEwlE`Cm(?P%9M!#p^)9HjjKJa`;N2lYCFEf!A>9Ly_?cX*XeNrLrD=G z5WPVkpZV--`0ls=hP6-3t~Bj|HMcF2=Ed3B88ECc+#BNj{26ZDyp8^?TX=tR#On)( zdzgOZt2o`;XS=_}o%`q(4kuUdVfdA=;_TomZd|*G<&VCPvR$C-slrP1eG$poefiT^ z!DIaNV^p_qpf%V+NrJHFCunc)Vz74wqgIWrUV+q`FQdBqX>_h# z$Lxg{aOH)UFsW9UjnDDy$zv?({wPG6U-l^mue9Z|wlmg=-6v7F*`-4g8Ch6W ziodey!0nMS`45?nQ)5Dz;L*W(P)p~vS29)FU4mq>@XTm@k{vsIeYV8$}HeARa~@dY}u4$*&Yi6dxDwC{2Igvf}B)jjeI(3$BdEe)K z-schKK~@RQTK-o0Tr&WyE{+KWCaZ-6u}3bP;{g89me&gNKJJH}L_(}WY=%mhUiN%FAboaM$_~53eG%^Y} zEpW7b8(C`s^~EI|?>~s>iSi=Up3bGUyoS98*U?!!E4m1F_CDC8iW1VZP0WDB zR0-2|iMA{>R3}2nMZ{kNDx>85_;`#wtFy{6onh)U45@fUyj@9>>=8)r_P!;4QpjjY+>URFD`EP7cChG@4JFeoiM1avAn z>hWsN%Et++rh;yNj7=QF;5sh17O{S11GQ#{!5{(X<(iohRBD@$2}}~c?+G`BDZ|Ik zB!DhBp~?dRN-`(KAtGgazzVmVkU$^Q^@bITjZ}SC+ATbB;SAa+alEsK?%_VBgCT=X z)vStoR^#4S4l;?_pO9!*Cbo<=;qQ9m!w>NKCm%Dw>YjHTWX&Y5j=kX=9^7DwH)c{z zo)Y*p#A-$w3i(3{2CAu$BmoB3;LODcVv`%Hg|1R>5|`+fQM-!^+M^`j=P|JmQ3w>1 zxs&I3B?&AV>wpedu~$n{&1Q6-3jK99P@CU{=X%Xu=w;^j?@(nmvA|xu4k9qmLc9^c z58uacBkHTNhFoxJ{oXV4&`#_Pe5k^D0Md;MvKC`i|G|iVczn2z(V&Ob#M8itZd-M zCm&-x9pGs1h}HCm{e7&itl|2>eJm|BPQLlGUA^JaY@5#cl z-az${3;4yVRcrZTi*q+uHzpo=&U))^@Isov( z#3x_IuOW_YVpW$+99*UzIQ0eB_}nAllm0}7hhBHW7K+4L%ve{fM45;dLaCo|dRHR8 zsBs$=Rfri-PW73VK}?wv(^>e@k>iB(FR6Lch8mC$R-X(| z*c|Q7GI~eb;cQJZv+TQ}?d;^d5R$uYU0k_>RYU>p-1$);M`L6E-gQhzT`a7fQ%c(G z`wUgtCSwj($;yN*+KvwQV8#Y{L;B8qSCnzI&w@cLM*$O=gw%&jG?wXjOz}aeXt=7c zPXH68=6iHt$>YEH^P+x1^I0hfTP(OR3Qp$T0PGCpl zBcGhncQ-l)E6PrwIGABqno1RUDb?YHb`1-JIbNDbiLId6m$6E?cwCP)fhF6=f6% zc$jlQR7HzgH`5%oQ~^Cx>OHbPxuSXNTqBMS_L;Ixpiec=*$&Us?`*;P0*z){Xn@9W zZ+*#YrSx^>#YBS5EGWGS$Qi6uIc0O>!RqS5sBr)ZT(a-hVn&f^hN&PSC0CLd61Y_G z`s0*{mzJ0LJ=7K;`-Af%mg}D8BXo}s(e5mYC8xI!Qk2_)sHOHcyRKzN8T3_n7wDC~ zg}{rGx`fDtgz3bK#CU9h3JZl26QyL@Ut+cT994yZkmL}+LifE;hYDsH6onT*<=#?7 z(Iu&oFEpu00QHo$$UdA<46`OMj87Jx@y2Ol~GIrV!dtH7Oymra6 zDGTc>NmQLDMo3p#Lwt@LpXFF=xAEj7XRw$72b=fNJ=kZlOLj&`Yp7*4B-H*xAREn- zN+wi)R?kiutbO|zAK-6)^eP60Rfa*lZ5iKx9RuJ_l+HwZq1W_*MYFw#`T~JFQ&j2= z3`R#DR0_FvBKmIh2@6+ooQorD?4T5O z=God|8Gs9$MwG#DoLK=v8wyNTA`_}mlA?F5-o)tWkeNudr`GCqv1e7U^i+dr`K(m{ zRbm^84JeK!aJ1L!g_Z|5rrdR~o{XF$w@;Bkt1%)B%eJ>Ug9JunD`Om`-*CJ@)nW5yD}_O)vxuAbHu3DrDJ-m?!7JbU4n~s_&p-D(b{=dat2Xgq za~sv_8Qi*a3pelG$5L;I)l(ZNJ1aoe;C-l5C5Mj$8&5xneAGj-_kbN{=zh1B7I1%S zi<74dmmkB=-+2q`%d2?gh0h{eSit?;H*s{dkH*>t>a7M2cXsjoXJ5kRgL`=6CqKsS z<`#o0i2}MRY9SzrwhTjyMN|kGmj${jDb`zt_f-dM8te8+_<`3B{cw8j{3ku5P7 zS8F|m$wmXsMvF*@&t1Pg$7nvHwCGPPw#F&?MIwIjiL@UL$9>K*ro{wXTldA%wUS|Z zVM&-(rM6XZ0y&)l1Kd0`4)l&JDQC}dcHH|$LT@#$M{|Oz+A8SplQzZ*t2qf^IRJ-> zTWv>h`*3La6`@v%JLO1Lhnpd3>v6<;40#Z#`zFPb_D_wKWn z*03v;_EKUIo*QX~dTRldMoX3il8GWwKRQk>MPJr*qFAOBK|B({B+EXu;(O?l<@aWGI|^3eNmRCB9cs0NlYXr>#1siZB2!TtcGT@ zDLI1Q`&_Yb4`r<@86S}DHXL18PLcpSFAtyXTYq5d87tvngIl_S(4GiajZ6s+T zY9t3PL`|Nkz*UlZz=5cp!YnBLF#`<)vps88=`%^4d%1|>)m&WTK=pX{0jq^uA9Ml% z!O{u+uRk()q9_iG)_Utg4I>Vmz6S`2IE*)==xLQlm9`d-pJ6F{BA6 znOVJ!=F&P3mT~U@gQK0OZ_Ma%!L%usdZMIg?ILQmj76-vyAODAN}VsTTM)U3sNVFX zmR@V2wX}w;+CcAM6O-PtqW6W0r~UtX(PXGr>zL-H`n;DKZif4Iytj$9N1sIh?X6Eg zjt7VhhQmIV*3V zvDqmUl+&P`=(VVVT^d%x2hR_)oZby;)SyYW!giQ zj834P<93emdIu<5-bTe}uuIQ}Kt57!C0iu|Ot}A3pKF=dVQtNO{8GSfVr70!2Cb?H zr@@9{~oZklIKRjR8FB}5pkR7&x_0Js8h9=JcTDyt^CVoMSXDWA3n)hgsoJ7 zQdj|!ybA%t`E={pbC|Ot<)!v)`*A|lxjYxT^vqfrQ}$F`$+&7)sPqz>!!(;(?Mzq{ zl-5Uy;if2v$)FYfQbpoKIMAv>ZQ?hyQmYPyQuIpaa8bH7KE!Vf`bJd@*N>i>Ks7IQ zJ)fKXx~Z4!dtXk+ye^k4La4BlDx}X+l}qsnrgKt-UAiZ<7NtrXq&<-S%rs){_vL4i zC8#zs>>usp@?)2!XudfwLRY3KZj0YakTXS<3XQ+cd7)@9#!RHLdN2Tlwi?5NAZEM`Gh5N z{q}8q`}NmwKtUY+JSqa)x&NB*SHD2d_pbXjWoa4fX%oX?7bdNGMw9XDdPrd9qb>n2 zLt^IlN9zHxI4O0&?My$QZ)qvLhEO=xN&0U1O*mc*^~b#lz8a+k14ONlaqB?%cNR7; zqr}|O!fB;@>b^aBL2Et(G``!8!Cph6eX3rrUuT;vt^i$LLYPA+{ z@!}N*{@SfYVH8m!%JW$mrOtK21=y#l z3oTB#n=7kmFRx>3dkdY_vrI|v4yIUI*+6-8z*PUDV$f_iap@~x!cYF@-(#s}n2ui~ zHbcFMa&Uy^LKA7T4m0iJ(u*&l(rIA2zm4wUF^0$cNNa7J+c=N4tJLDq#Opu)A$t8B z?UggkVDoDFMjgF$ZLm7lXpJCA%}QBdkC=qy-XSHVknDSRE4>$L73o@ZoikP$wd1&F zMbCqhOh@_k0Nq38n4eXy=#=LH8nD38s6>}M4yzT8?8qS{Ri;m^-e!<#&>v{5oS@NM zeHO4WED1j9Y22HhN^p92rWXNcVOnt_vM<&!(&qKiV~)#Ww$Y!n>B8A zRdChHzC{Z5)mjb4=9rELYzsKFQaE9TAyVJk#q!iPL)Yi{Vw00ubu`-coPP0|r;x1;tH)^#$Xi9q*+asXm3IT6If6nB)M*L53*qm{WUHC%x= zl?o4zL_NYO2zH~vMx$OtwVc(A8(smeh`5_49)R%^#VzHbO~<)XaG=b9Mj0V+A%O4$ z+TEv!1tHZoIp2C`1?^K8F&Pa|tu?r%n*^6u8*LP$G4}3#7`*)=PHL4z=hiPXb=Z)q zLam8vYZ0TPT^#T4a{sYAi%PwT^H02hyC1)YrS&r$$Wu}=wK;OCk`x8f>H=2C!!?yk zF)chaQQAwVFd7`=VC#;zzmuv*f@Wt0&DArgW*LekL#v#!P1*2p2mQnCC>uv1Q)|FH!|Zgmj54Yx&A%vd?JN)r zVT$AK5hvRZJQTjLYzrhsW#-rJKt!*77h7ABgnK>(ZH4ZuUaXAMm51BBy5He2PcBO zx&X`o9e&qrBpJ1t+S_^q1B0yvzb+mJr#|mxAt%X&jjfQGq zSrsb-AJ>*4`RDUhfIzUc#7_^SB15H5x^xp(K{|S0u5Aw`${8Un_cUlD9S!@~-@1=M z|A>EDBf+WGg0MIe1ZNP0d%;OVp}y!u^`$;K5+d5i3qEd6%HzieSZKG=Xp-u^nOPX=ULJOP96T{CKFu&r`WSxl2^QDi z!edXqh>}3IB=OoVRs#dN=@spzM^x#NF-(C^P=#kvI~rSg;l~hH#zaYz*Cb-m^?F?n zOsJLb@*@}V;?*Zn%|~46Kib=qK!yU;YK4=2(odl3EVN3;AwWT`f(hIBb;kqzKd=1& zw+{AD5I|rN^k-}cgk2Cc)5sJBck@+saG+B~v$=$7r72nx4mfrc^$0KUfp!!udL}_s z)p7SFBrOUUpuqfV7OpVyG~Z89YDF)<*F?_wqq@Nv=1wP5bpf$ks9 zH-3fQ)Hq3XH!cS9{2yZA(yB7}35vB#{LAP%+-J=RO&D2I3I@}PQtmVDrI#*V(zYs} zaYuaf0Yp#5j;t+Vr7b9I8Np%4`Ufe;bpncU7Vi$@o}G=T*&${Q zAQYl?yU}c-*$_7C(&7@Hd-gL7)DhEQb*+OzzmN4(r?9fNj{Ur=}?SblvvJ3Xs(~e&hZh>U%G1}|uzvmmDkLmO72HZyT8g5?Ki*ZH6`57N9|u0kTnwJ+ zA+DGGqKx-3-RGRTdq|k&{{%mzE>7}0C}!`uV}UwZUZqF7Fu~XYOD1@`Lxqs78o#HB z)6SXt=SB9T6z}DQv^>+ko>1}QA%(G6+hQIFL<~x}OeijbM$^Ye|MmALG|)Zt<;S3l zeM}IYW5LR_qMAAuv#Y>7xm_yxQt>wmo(cFx%sI{%^x~+Ua6-)LJm*}2TD$T*qr9UuBMN$` z_{zAp-vsb+4umqHitcWG4Ah*w>mn97wPVi)NDO*XtpETZ07*naR5Tw;xIHtIm_v1- zrpzWzkyBi#j!OE)(U~}#aO-mcqidHnF6lR+ElUCF8jBT&S4NdMp}P<_R&Ao3_p#sH zjPJLRgx&e8TcrwHzY)72lad{l&a*iODV1~zQ^~{RHjYeDDDp~`_o*hViLd^j$O`?& zpfq>?o^ZilV8&7Dlqyd;1%C4j_cT)WncZbr0lf&HskfGJ;mI%K<~!fU@#ZbA+|zYb zNHz7;qgcOi72CIdq37Ygw}Q1tp2qNC8{Pe5lr&LN!{RT^<tC3<_Cp2kjr_36vc zV%R;#w10$dcVCqz>0AtpZ&enS*_(W@bBp_}$tRWi)YGhui&w7VV0RlyF;L+{PX zqpjO0hQ+S|d7XSMte;2!cwc+>ji7IH@1f0YG8`buYFy2mp({nNgvAOIW-jdCzk&M7 zS)6;~CA1foc)=mc-@Olhir(HG6vH03X?)tcXpQ;QtD$F;RjXK7>R@0>G&-y7yPH)r zEY|6FeXcP3Wt-v-OTO&}E9CJT*=kix4b#y?==wxmnoQ9jj`&^>9nkgjvzCC;<=iQA z2WcsaxM^Akw`S}1>1vx9sJhldyGns~Z$>z&T~GO6H**qO)3ciRIq8(s-Hb>WVRdv& z-~AMMs=GNQ=&xzk=5#3n`N_z{J3-G-Nh?b{;EQR@^eqP{%+eO#3a`{Y~|4xtL* zlEQfQyEBck29{uSJ;2mbK}|j6CP5Z#C@~ofSOuSep|nzG7D=~1U_@L5^_0pBqo}eZ zv$VkTM$2pisoJ~bl!Cp)YeIxxW&#tKnx18tPII>$N&@FkI_f9Z$DgxRO^#Npg;vqP zVYkbltJnn7(y}M}%EmIcKvlVVE|ri`zsC$E5}%{_m{nV7H5b@Fo|zx6^6q+(eG(=D zkwpf4BqZt3eIQ~2>uWe1VEg_(OecLAEaZB-uU(4!PwvF?w%*aLi1Z2M-?LFaG@h#?#L{ zkIq5|%S)@cdGi6b{_I=G^D&z379P8D1^@Iv`$PN>|Kop){rv-c@0EXGVCB(AE^^|0 zWiHb2M{UfB!mbCZz-c(^GYv*wG z!es$`H35XS3$ayRB~#U31w*2~P^lUrP*B-bp-}5g>uKmvmcW3<#Bmp`MjQY5cYhDR z@#1IENfO+1+tKGStu_uR~W=z>D?v`*|Ks`sSg8X=;op#{QIed8*AR5_1?_>~P&`nBFy zbD}ee>B+`B4un)BMj-jUWz=Sx4u#vftAW&boAc%8O0!mYXNd&ab^vlKRYfy3DYelmJZF0r0{m48dryY zT#qsWVP|plau?rv0TMs{S(Hv$L8V&o#Xv?tj&z4}mHvo9;l_rHHS6P1H%{a>n%VtG zABR->2-qB8V||_H3C-Wdg*FZk_St!*nkBqe3wtJI5SlcpXq~3Rv=$dIZZ=V!4l!-C zaO&z)_}MGp#i}8TPB3eY*q?UVM{Ur@+Nnoyvp>P}&pm^8U->>BdF&GMMgzlsAI;Vh z)=r;Cz174g*FMDkyLVBoH&w)2#w39*DeI!Rhp+3G-jmeF6z(|`%9>FYZi$&l!RS4< zI-mqRNoSO<5Y5~$c4kHY0{jpqYlZMKN1A$zbX_M@U4gDi@nX(A&&aTTaY{%~q;NLF!Rdhng`; zmka%qdS``pQdj%VkN~hZCRGb*BTK2$HBpfVI2Y9usG%&riML{dS`meQA5l0L=0nNH z7pf_VdTB2||2)?l>x6rz;i2%rNEsER!R8hd`dt6;9`^6wL_yS8UHB)XAqJ!O@#xcE z!sgu@NHkcbjpNd@FJjp1{lExEC$|^nVfnOI zMt<>=@eFxr{>4MM82LUX_-Qs1S_utS$KLX}$Jlpu=lVOi&%HwyS-s94nAGBMuz3R@ zy8lD5Io+fU<`&rK+jt?Wq1mpZVM=9`q^MUXNRy##?oL%)sokVx+n_`w+Mx2>GEKI$ zV@yU9bc-JQ%X6iUf*Gzh3R@%B?>5TF3Bf6JzQ$D!xhF}5DqLjyLGx=QW1Y1pFtebA zrOPVdruV|c_c#fg@re!0&IX|I_T()q!+ZyVxZC`*b}K^2wl$#AX>d#x}#yw$Z4``cSVlxe9vR9dJU!%J{tT zTd~}7v{NI=C~b~LdrgUYP09RlIQ4X3m*@&u;FwP_2rGh-t^x<9O3P+RqNGJRQeoCI z+6YL@&T=xpvb4a-8?D|HG}aYN=nse3IK3X}oREG>6Rp+~3QGJ5=t!zu5zlC#X_A<- zg;gqoa8^Wjob9486jG-B8?{H{K+!+>p!`c9r@Qx#KC3OGer!4rh;_bl%V0!800<|D zX;5QV6yI3iV8Hi*RJ9E;G3fZF$`xla`u2e$9u!TF1qL>XB{{ph){0)9%G86vkKXQJb&CqLPa6Bv(Z8T(QT%W`Oeo7YSr; zhj98SaeA3m8pxPfJkmLo3F)(xaVU#x!bJ@W7ldoYi0-3nu7rz&W&t)=`Zt*yrL{+z)n}sR;I+!xxQ_+3N za{G>0FuHXz0&YDp7q>u!z|%P#go?k+-onw~9r_5TP%TV29&0>?g2R(>i3iO`s(dAh z%smw`bJ_w>jS#1JP0yV?>AQnI&kNR=A#uo5{%jJr4<#X4vG7*9*1$Iv`aRiMeVW2o z{GmXMEki}rw`(A(_WRJ-?RPHG2+1#>yFNR)ZAlm}j-KmVOO3XC$^4{3-PZOF7MGTo zaoA|IaQDt_2IQ8PS5T=+ygDSM`CJ%UoP?3{OQnM4b`!3Vh z=-~IjQ`C;(!j)3vY>UFbpP8Db^v~8fR+|?C>G3}jMz4{arP(DKKDcz$(E{L$RMlnH>kGV~hK)eZZq|F6fcTh9y^;NFkLd^JgwSgRM{A=7B{NsI;++$=;q& z9EnEb=D%76E-bEMcyx$dMeK<7L0*lAdz;=`(5+q4-)1n~yMu+ZS1}y+Fdgm(8yC5yW9RlS zxD`Xxjty{ZaGX}Ke(nlZ&OVC0J0AtlF32aE`iQ(@8` zZ6UoP!`*Hh2l=A({ZSH|Qcz7a?i$+w4F^X;c|^jD8(s-XDV`VNjIH5lKC|a7i~1E_ z;TPK5l^ONOwvOs97O75kwo$JOimu5II}xNAQ@Y2~q0B3}!85ms-dC?>SZGu+O@whn z2^rC62>?vkQmw`TU0Nk!#T7J3)YaLcCKYi!NK$=18blT%jzffb_FY$Mq;);PiHg&B zANfKkwi@h@hhwzT+6)+&Dqxa&04DsGKG&$$vA#jAJp#5SwJNH$CRYFmMNdsS6L?F% zUBMeHDd{FmQX%e61=Xz1No}oSP+>pfDp&c5f^OB$iH<~7j@RFK1LMJf_nJTZv;Px+ z_|325EC1+=_`7d^2l-Sfj?)5HuU^E*AAN#9{KJ2YKmMbChHD>R!*~AU-(iv){CEHT z|AZG_cn;MB_}~A{|BUPJy@i~r{X~iEPhl2S@mFh3$f{_xs_2u4x19(WQG#v6>S>93 zZy)zRdI#%|T;KpBOT-C)!52`%KjaF@kXT3h2WG>2!d9^72>l)i1n+WIV=TcMo}g7ir!{r5tOeCSk0kl97Hw&aDxopH4pK z1UAv%sm*BTXcKQ=dx!Vul}1x5`~p}|YnrpT%+nM#Q}M1qE&=e=c6!1o(5PjSR7ds0 zPBuXoQ?}otV0F?=u-vI4&9%*nZSe}2$^t8sQ`MBMooEa}+G<=DSw=~+RC+~dN`!Vv zNHzgMc$rb=V^%>i9m##B-&0~+5FK`;`Jb|{Tw+Zt4ev2j4Jy3|oD)f=y`?{;3YsK| z0t%)+u9DqdT$(Cbf?6dN)|M4ZLp}$S25o?-dhb?6cjvqft&!L$wh?jyqN05?BPAv5 z4(+oy>~=!?W*S|iR;{S>v06oo))#e=Aq@-bvN^pdc8gKXjT<+wGi7*v{S?}*HhYIx zG8u119T`LnIwXF^xNak(d*Qqac+kYqRZ^dCWRr%dvKmnne5`5^`PEu~ct^W+%)P|L z$0j69&}z1w~rKY^8%4*uW2`Fo6d1a4O~Ca_-ImG^?mF{;hBw5Y~R;WES}VOQ3cLRg>3 z#H=vC_quzSM8JMr1B$VJKwA%k8oKrFT_G+uiJ1it;6RG-tP3xm7gfBKMMdMH&~<}b zPo`4_)kx%#p4Ytx_prK=1{%HCQ3$BR^Fs=s%rNj^C1x~5eERBR7aLu;10};fuqr+- zfNsip2^VOic7u?kisK8%udGd$GDyvuZ*+Z$ONJe*X*RYpUX@-}L<0XPf1}$&jGT<( zO4fL*=(-_R$F$({3OA)MpYXoJF))DTr4=kKukk$~CZn_-7Sfhj27QNw+e&Nv9N3DP zpB30$!T7m^Futs?O5E*B9OEV`gau$B5BE5lmZUMehM!VewO1M2!>TsEcb6EE5wGx4KWmZfc2OM%Tqdef{1)DBrT za|6wRa(>}-h@4yYV}y9NKRbyM2VX~wD)o7(mS?QWH-+!N^9yN2Gj>1Ijn8u5koMrn z3Znt1_Q*K2%`L7bq&hHS<;B4UTlm$v4_&Omnn2RiUf=o60>TV1C9)#H(e7P5^PB$? zJJ;Ug30Z9~AxlbZTz(2`7q3R2k$Xfz(9yvTCZl6Xekd`s)aQA~Aj14OqRXQqZtu8{ zBE5-ok3Ead>NyO$hd8+V5i8*5;{jKVO9})C49KdO_Ik+2BdM^NQmZ1ep%*NSF_dbZ zdKG)&k#ed@KW0X?)gI&jgq)vWN1JzW_KDA7llzOExZmv2D1oUjtO%vmuQu~3q%2w# z8md>9rk$Z_QOx?mnqJ(joko8`(x~Mwbg_vd@1sV z#dLA1>=C(lR8`sE-NASgQJZGQzhMDK@(pga7Ez2UO!XmZAuC-|knNCON9B%OFBlY3 zdZT}-*LtBX0(5?_b*tFwSX^EmqS+)n&Z=II^}$!kis%#Bn5?6;x$2HAgiPP^agD2P zzz0l70tM9CfGUe-fV@}KeKFH|0EZx#K)c6~UQnFBE;XuRf z9aFCIQl+k5t71X`8nwk_bq?GpsjriTU!{t{c!JSn$W>>m$oTVB4_!uQiGEMuW0qnv z$(5!R1p5Y~5o!bs6_V%^a0I=rrI|_}9gOxdhAIGUl9br?^C?DyAy%6$?2gAM+3J)i zpE+04wl?qM@uyB9OX`x?loi-oM*}9Uog1O=Qstip1+}ZVO;{9=1-ub(KwU<(%8>d> zS1ERa)Q(gUx?YtUCs^<>WqTV}VXRi74OzjXdbN(l_A-0@IuXOtd9&LfG!@r>;fJqw zaMD^vHh67eMmS4M$21yGdPwpDt4qshWECGwG}bq8?cy!bQ{YI{o(JolNWkxwQVmB7p2{A1Q(`ROa) z!Eyf{%FJTQP7{f=LYXO=_6SdO26(I`IuI;?hygO}iqO*5TiDyK;P|cTLjX6a9`G10 z=c~vb+n3!bk@+kwMK*W@N5OV8pW=mu9D|Q;3H_QphUq!B3)pt3x=VoN+Jtlg$f49u zU_uzibc8?nd?>Ys}P4Rmh zXL;Pv9O|r{!^Yz;!R8}wGpn^%(A&L>``6zUa9tK~ja%Z~%4$0Xtv@A-Bvr=T0#04| z43^d(Vci|7YVY3t2#5EtBcBerVrqS5K02DNS+oZ{`odQ+=pEtS2d{^(;xkF{-S>C# zgJ0~6bBiVwZjIpLxoVJbFDVk8d!_WZy7#HASSZgbXyDy{N{yw2aprp4CB#hpb4|Pf zg3NEKzO!?K$u!YO7$D_X%{hR0)&Mc7N>mhhD75-I6Zz>z&TNIgur?144uo2srpzWu z**-RrwyGrYttp8UI;DRUcQt{c~>ufP!qLE@5%Yh$_xA&=-$I zW%@?rZ)SaQ4m&EImTS8hjmg2Fhi>;6{azn^DwvH0B>l|Bny=t9Fi-nsB|)o^3iBzi zVrqqvX5z)w10dGls5ywj&s7i7xdhb;u*CWeHA((mOKm8iX)ffe$I`}DB@1Mq)+Ir| z#LTWy?lf7y$A}F(k6DVB*izO#+my$~v?wtekr-^3*$@nFaLZbWOu+-BHP+_okA}>a zE2E^_Il6HS$`tv#n=e7le8)RkIvcDZRN zl7-f?@RLwMN^Dv1Mp`gTID&k(oCEbNH3sM?^6aLb{ z;2L9HcYNt$Ya=7e7Yi4PuxQr}$u9{D_1zx_2>rR|hH2!soV zUC$bI&TC%^QB}xxNG#rrs3gbg{-5^Z8J97NWmPef66XhZK0$BiKC5EKqrr(z360aS z5JXIHGU`eD!<;aP^qCQwTS0$+3pe(*nLgQESjFP03s_h?i{9Zbc5Z(d*cAwZDq+CJ z9oRuZ+@GCK?u_3FO|-L_sN(UT@|q3@f&@CY#6w=S_9D9!$QYa7S;NT_z(LnvZL~2s z*a?f3zdE@z>b0it_5EkRqW|f{ix9cOpw~-49Tugtfg$hHrorSKT-d~KFUu6Y;}ZRG z=8OWRI9jQk`m|>H;P1i;w%) zP~aLNq-hPO*4NNkS>qYQqJ5<-$b()N2M61nU}jvQDcS0$)mY#pm2@PivO-n5f%>-- zLx!zel8h^?)H0H#6<=kee<-P$Oa@*Z*0-&=+O`LebOU4UkX;Vg$u(nPX$?tIRWTP* z=QkMjQwGWggF~Thry5wOI=gQ-(ol`&GtuaI=~N%tB=LAK_eqkV3Z2_vI1&*k@*^fn zyYG23KFMaM21AUWu>^uTj#z1(g=`8|mnS9#S@Th{Pf6J^0dGq4w^5YoR9vggrcmcJ z7$>!6vI&~};XaY2sk7 zk3ap>{}uoGU;it%{yTm492&J2MnrKe4A$0~_}VxBn3)o9eCI!)V)vxSUO@~O5GQ8B zm1J>)2}}q|s|>YCV2VlJ_lfh|a`{WaT6^NXv*6h5d*rvd{(@m1SB-E1xI+`>D|04V z1t{^(EIL$`E~D^Q;{zL=^{1bESReVksLceDfIDH12Kst#&hwsxr79dRES1<`S+x`7E|>e~3x{ct!+t_M44gZ>XA1wCtsGPocYe7q_py%5NfZ z!^KCgV&$plad7)1498uhWpd&wXdR=yk3?#lwG2(OfPOujzfyFX4b+=UGyo&fDY*Ka z=3y4KYR0SyXyRWc6=oVj$8Kt8U6eePzbv#}QRY^vv|5XG%7cxo%CF>p-Z!-QFz z3n-|JrI0^Zf4>MEpoF7ZZ^+(9V`)-w%a1S;Y}CW7EfW+o=&d9DkP%s+j>gg03f0N* z*D@MKP67MVVgM6>Fk?>)<1iV5*7@u>2xHiN*0@rdR*yYJ*gx0Ma*)JVKy%(&bVmbx z?Hk`<-H_JO5*}=Bp?3Q=I`t}^dgdwIyn7d~zxN*NxR4;==a$#;=DTlVxt!uNk6pmc zSKdNOPEj^Po)xGrF2mNFINICA@?($Tcxth~xr4Ocz{2Inas7jLaqjWQP`Ua!v>&~K zveU$W__zNXe*D&(;w0pfs+ppYYl9KGd~yH)AOJ~3K~zAv$9i8}5+5c|Af-F{wM$@v zoiD~)UUf)jO1^vvA8mL$Q|M8SC9h7oCSl$v0bs{P>iTMr&c zHJ=6kCIZMi%W*19eD2XDJigJC3U9IKOI{`(uP0u=YUPgahXYbdG^;6^X=r1NAC<3! zYkXa))K~zOT9}=^Zm99Ndlk-x{+$+5lwf9!6^9FA0*bA+7Ihuy#n#mm{+F*+TM#Mv zof5F$=&-PPUMfJHx^|(&Gr(AIHxr+GO8%V)p)H-=y<gFsZe!tg7~q6td1*w$fh(HP$kQuk+V>e`{R2K$ zk&jVnEhFphqhtylxHr@V3dC$6ag06%jb*U+f`?5^e6ceV|JQxZE?aV3LP{lRHIeFe z*g%)o&SK~0hY_~!mo$IxWRw-!@9Yw0s~b*~C@28sp6f4r{j%kiHq8WW9xqOWGD|G~ zYj7<6^l%#v3GS?+TGZf-sEu3D(gf@49SjH54@+ok3n?bZk|{5wULY+3%0$SrVA?AS z84;SUi4h^B9B3tCK_*N9U8t#Yo#Z^;$9+ol2ZCzqi88gm=qRn(pxthwUKgeFc55BO z(TH10h!@5pUuGmQUzu}oNV)uIYA{Z;r;__EE8Hey(1a9$jxS z1vuo(PS$D+#u1R0S}v3%^%^rH#zS%l0Y)PgHc=)~8g1N6pEp8%XAj;=!oo-6@mRGK zbYn+>R;?oTmeiNmJ!Zs|`V{M}mY~c==ndsc`eYGmuGNk^v!udd_{vOac znW%O^sX7$UHJmogl$u5hf>aGgWvTsN;;XyZUcm0*J_e%!wl?oz<23cSH==PU$hl)p zB#HFCQ-!0{etv60MU6=pT2UwJH(4OHNKBNeeB4xzwASExF`7&;oecSz7`0L~%H*Jb z#>o&^E~99UY=Xw<^~DmEF?%n#rv1R)_qOD@5fs9W0t2B6lK8+h@k|&3#e{*DVysmN z23Y756z~v@oxzy`KY#Ci+_?4;ix@RpE&TS^UdHNUgbc%v%10aO`V%-Z`sxO*KG6<)W~p2i7bI#zLe=+*M7o@KQqoqqzT~p> zpln&XJ-_soP3L~W41{V0&1T07ItPsdN^qo~{Oq|$HTVuH^@UQSIiQY$X&=Dal3grX z?T!lfO@XAw^Cr(nk*1Afk3`Uui}y?bU_GBVYVN72TWCTd#|+7UFK+7TB$4xr(ebstw~u>w@8a2KU%)fZd{7L-Bzx!*v{Dm)|vVIn$X(7#m)Lzr>p#8{Y?De~7 zEv%p<0l&jdzOJ*+eipa)c9B*ZSbOTT7_6Q`ve?0QfA|l0=YtP0E@Ulr(N{bV-0XB> zs>XwR@Re`vhnQJ{e6(f)o!LD`8}6#7+uNDX#Qp9@lQ;(s_>mF-AkT0q=fe3}NY6*W z5r{GKTWkEdF)sE|WFxUQ#H|KFbHJ2XYa5(uRk)3y^y}iudl>!{&;9woKMag=t&yt# zAtjj5HtIhobI+;pQ(H2N7?-)O02M!g9RtH5Ax1?Fsd_)?i^Bu~2Y@*Hl&M(AmQFmE zgksB*+gPbhv0klm>Phh{yK_*XuO?Qnye3y`qEhdKNge1-En;M^m{t69S28AYVhy=9 zVou9hK%3GZi@Oy)TRp6qjy})sSPGuZ<~{LF6LqjhyHdQ}x-l2&Oa>r8fksPn2qBDcWppCjuSP zL#xtqNrJ`Y4cvMEReycc5zz*7w%HpV9rLvmCRF&zCBS4=jQacDJ`qX@df1Dr%*fDM zJ%wTS2*tSX2apx{X;xJ3EUjU$f5@NdA0ObtnJ0kh0LKsRC}tYS%I{_mJ=b`4xNVsKYa}2cRsYkEJ&y<1-t{v_zKN=Hb-w?Hds_~e z_3GA+3SH>3W|=P9=R|^>5=<}d>+ET2lHsxT+23pRy~qU!f(l?V zoz00!x_jg{rljJj(Qf4POIy3rQO24ixE9|mS zFtVESFgThNNP5arvMoWTM=1s)Rd?lJBo%*n23;&Fm+KT z^Q?BladdwN{UP@E_oQ0ysKZ=PaqGKGZVC*RmJRBSh6o{*C2Cb-Z-|QR{=op_QC|Q& zO~u_BMRTZgdJ1zkPEIYlhke|;!s5 zz%CAnxo_UvQ^i~GEGgY(HX&(F)afSEWHx2S0D*3fPADQsy8n0}UxFeDvgCL%s3PAL zv^5;0OY<@}6=dY#<0|?Z$;Uy|?9%MKz;#^dyI5}~2~fmLSngY+;&Vu5-=?w1%Gx>9 zn;q=--`CGM(c%OsCOF>TMq_amX{~~MGzuTK;TTRZiOz-q>p{PZF*(wp^lbo=_>|bY z`5qp9>9=5R{Q@Ne#j|Snm3j>a_iwOo`r_#e@>TQIO~)W;H6-{`?Hy0~jjVY?%oP&i zcsRJ0O?TgI#BMCre;PvK;bTu&gxGjsbvWpv-|t~zVF}Gfi`R6Y5J&c$UgR)Z6`ai^ zgK3GXa1;gmq!SQ!c({YS7<)Y;7qz(S33+=I)JC_;xER%|Fa%B9C~_44DmzqN${ zIhyQj^Lt);>2rAPjW>`?r+D_M=Wyf3C)nBFM{{Kj>B<^Duqp10EcaetIei`pX-_QG z@cGYu5pRF^K89(EUDDTBKZW<-eHXv~2Y-me3T=+z(LsMlkQXFsXJmBiCt zoED;+5>_gmC$#^&`)#9%1QP%l8z0;KENIn~Wwf$+0|(K%ILXJJojbBP#O_Yk_h4h@ zzs1}^=GGg7*r##kOXzT$ha+z#>{vOXI3|LzN!-W(keKt~7hpd9Z#s#^dCj%Z!mmLD zs`bayXue1;SF1Oqbt9i(IO+=%s@hPNi}BX40XLCjUp?Ewa(l$Z3l?yt!bnA3D>w$r zQLRd`v0nrF?G~@EnZ^-@3kek|O0;TdcZS^3#_b_)uhGZis{d)$7f|0-=;_{4+n6a) zE#aBeGxx}?ai!WZyYW}s0dxHsw=e34 zgOh^w4m!}*M6xGN)3Lbhl!5VNRsY1rF3#@Rjhb>i#CXu-HUauwz12ZhZz{tW$lK&5 z7e-i?IIm)(2`42t#YF9PYT6GtH#yw`2T{=X1JF&XXrdV7f&e=+`D5Xe7z%L7x9jQQ zpcqb>rSNLrl5nS?uNY1NRC_s$B>wKb60N1`p_pn9TIzphxTm&;TD8d&fs*{B9N|oB zj9M0Y-YU%wR?c2RZ}$P)&C$M`!DoJC{l6ppv=U^49Kc{|Z3hx5$2JLrT=y)e+P z^9sG~Oj|{X?$%wLfBGdXpS#T8Urfdvpf{G*v2yM)>}}qmo&Z5EjSy4FvT)_hCDfY> zxO?p_D*5raEye?;VlJ$n=0%}e*m<*3GIzEV3$>`;FkEqAatE7U=hOYIB2SDLF-a6OAS$I>kV@+oJl78?mCP>nsr7r9kV-l^ zVNh99D|4>uYf=ACh3VN&)$17d` zmu&c~oS#%N&U4i3HKw!ESUNhUjU(k}Kvn#s!!Aa{TpVBYc_++vNWEYW14xq=Cmyn% zx_~Zdx6pS_tik@C7558UqF&F?-dMm>_>?(>62s_ z4Xa4XusK_$UzY6iT?$H}VwHYZ;tG3>8B%V)3YLqMR3+Frvx2gu`$A%h89&DnvA+l~ zQs9EA_zc(yjgFGGmtX!WUi$2d_{ID0;q1l+3vzw``>*0({WpJtBrWj%2k#)C3~_vX zgxBAEjREeje&wrp;koCf&Qhsjad{1&`P`SV`R+FCErOhZA?hO(18I~0;)=-A>vATj^@G|IvW>w zydUpwVsN;nH1LF}=?kl8m?liI%5-pq!|glL^5RCK3nJ+`q!|`hHqcqx;PrcOypN;3 z2O^p~;}K7%*zo&UQmJG8{3RsSI&411@%|>dhx^(G8Fr_r&M^1ixfP%K!l@O9?pNv9 zB=9kgeD8#RN3H<*a2z&;d2oUQd5eWp=dpd~BR_84cU#?1iAu|rbZR4-&WhU7{qOE? z%X4x%N+;BBWDO!va6BE0IG0G(`y?q*;JNgPRy1~^(ZuVX(_k?|y`QDZI$Z zKtLHKCGas|G*RZ}jl0uvZ>)o}eB>G@<8CeT_cB~U90xmaB0gpqcVTskzD0*ySlivc z3J3J*a}oAHf}g$lCcgIa*RgT>48HWmFXMZ!e2@3s-tiHh|IG9F<~RQc@4fqTtSztM zl~?`&Pd@uB7M7QA`|fp&mX`5unP6>&+9F8|aELE`{tI~h#&r}~0=s+){q6|A7#3K5 z;RQS(oq#mK^7<+K{O9lB?!9{|Y8kG_|KHzd8xl1SY(&Yezx1eGH;(^9RWIs^MwkQ9 zid@d+P;=P4xY9@!yG-q)^p&W6OAeNLi&ejK%PK)#)$^ZtadRnB?rh zVmxdbPq5juI1!OP1PM6dwCP(r=c>`+?s!eF-nhix5X`(Irydd!Z`7NpR%_fcG#w35 zl3N)SG>p4TAzw>e+k-yjFI--P!NSa*9PhJ|qfKQjuTvbjg1MU!wNB~PsMG`Hc@cHY7se=wkmG56dT!;1&pgA&P>AXMq*fF!*NaG?qLj?nrPgI z|8W5)YV`LjkH)m}Cg?$D^HgxFW)0+U(D&x}v-JN^vAaMH0FG;e-{TWjnZrw$1@1`T*OO?VV zoKWv?-au>hG%h^%RY^Fgf;jGDfBO~&N4tvbsDfxd#bEdT>;QB3#;U6L&KBxtYB+cG zvy5Amr35jP!7;Y)evIj0pd=7Ehoha_7>|Zn*tmcTXCCE*k}Um*_I>c+CdR$PFj=iw zrjRB9*)7>$Br8c6Ayi}Z-g+BLryj$~)hAG)##NKC zH}w6@dpOwIhAnH+qEo_5QY>~J!+!4o2VH3}Ep;LsjCaxKSuCD9kM%R3VbcJnqZZ)a z?VX+5I6mA%IV!m7d*ZB(Lq;vq!x4`93G#`Eg}BCu;iQVR(nh^qMWfo{%0#tML#HuD zwMHONKTLTQjO3&Y;<@VR&{CyIxr%O#^$UXQVRXG>WH09YoWZeO>S>ggsm_`tE8q}( zrB&q=CaAu83$GApxM(qcibOKVdBdwJtypKS3it%A4cDVi?IH%mDKL|S6G*CTa}rCU zk-YF`sz@&ju2AD7X`)4#=!Yd&`sI|ks>(Jn87noDsN&r_`?!65it#w-#X40r{8Saf z>EE;>3e%*OKHz(xk0g4@35ZHm1ciKk}`oc|INtc|Wke zTCVEX3Q{pGHF02S)J~;q25Uy7B2Y(Q1}RV5QWU<6Nu9^#bWAinQP5{x!9>(b70ODp z$xP6|%RaZKw8g2ywHl}(4y?4Lg#f_ya;BUlvub~}uDS?PG8J`uA|O<;vTz!M>=51K z38rNxj1_8sOkEU&-+4}Z%E^OH|p#r@4=^!k0A zKX(Qne7Mi|^7h?3xOwX?u3mWpJ6Cq`;NE=(xrhl;tJhF#wwWC<8Xug@S}o98T1RJj zjaz>Dhr7JaRcjTTfAX`~x&0A(2ix9p!>LjewUQFk_WA`3_U|zWoi$omyZjvXZ-0nU z?`UStXf2&Wo{!ONFQT!yj_&R~@g*ib3l>#1SiATXnhVP~qV}?bK7U`Wy@U%-e*wGq zZ?Zrh`y>+}X)350VEK_NsMg!uoa9 z7mdy;#s^#TySIR6c8X?a71b1&dT8Us*Wx_^=u1RZ;0~}#9C1-kSnaJ-|r6@Y&B7Tt^<;+!=9pb%-BF(^=p+A zisQd$Xf{`QTo+{XoK8i2)`Qko6Mxro8YeyBAE(+E;v4G||Ih|Fdw1jK#swMojD4HU z%sYGwiBBx!Y)1cYJ)2^7op%o?#95e0jC}@Dme}6jMp8+cVfVz9tN7_pU&q?|DOQlD z_50bYkK?)LUc|Tl`rl)1eFNY4o!`gpPd>nFKe&z;Ui>^7oh1yX1^UOw`0d~NJU+Sc z3I6I^KgQQz{%u@+`gvTeTxKnpAOGmPe0nc__3P*!ALFO5{t){I`^0UR0EF^JHce z#L2!tuP6yL0i-aIjV#3zq<`|aZy(^f3vHb0)V#%BmWBTG8Ndnii%@8Eb-B#L_JTt1 zTM{v+9mJ=+Ec7Nd-0UtPZLj0;OH;PkqZVIIeqDPp0eGE7)QBc-toL?e=K}uTLOm&_ zD5)5yxnq3)5Y6Y%xN8IZ%=e9*SRLoCd-hnEuRrQBSW_es)>^{u1nwS`isd+c0M||` z%5|xc26(b4PFdSWazcvLNRXE+{#uB2SdCwI{3*F>Qfu!dn>|0ZaII)O>#Ouh76!MD z8(yKB9aOUvi%ZL#BXSE*QShG2MFuToiOYdD16XmIAVKNj@exWh1>jUe^?i(uFV(km#gh9cdXvrNV+Lj^q-5r!dN-`BcOrsFF+-AW9~t`H1^{ z7pg-%ved^~#|d-@p|qF`ajRC*D;deicgJDaKS&2|%`@dVw&BMgRQIkP6BZiQ+{5F$rw(+4-XO@Qdw zIROK9taMjmJ?tZE4AEKKMYCP!fTbk2h2t)A5-~FiNRy6gK`512lRG%EKAIHQs<8PZ ziqy%qQzb5`w6SuwgEOrrFAfCKQ1X;acW1}A-vlL5F12zg!MDsMaWZn71vH786%_G( zW049yU;{nQfjcDv<;)gA-@sEnqlH)}rQf{bV@EcS@}FdO6sjkvalwfGq5=`aBbzfy zkcgJZNioyu3sr`Jq<%`;4$pj`wOGKD=ioKz2u6ZaGkRsLNv<(2@dcG2^t zIXPl4@(Cx*)9F|Mh*H1LN)Q`|baMG=cv_4UC8~8$9ocohXP=-$ydBvo6k&?hoJxRrry zBsI~efPviye6VA~CZM!zTGO(0>U-?m6DBak1sIf+603u%{uDS&*cOn0mRwmH&S$xF z(yftr8uf%}A3yi=>roTecjwfy)ze$SFAmZR8MDPW!L?ymbqX>DW3$ASh(blhB{ieY zSRuGngE`AUPEk%|ELf?)vlu319!LYA&JqPF=-E=R!|O>tVM`;rPGaz+g8v|&4sh+G zk5SU^3xi1^Y>8A`p!hmU*^FrniYV_C4a(-qF>c?yg`J&!eDv{k{G;FaO;oBGS1|wN zPyQ?X>HqR?aQn`6oIiV-SzAwBeiW;V%NX`YjPjE`BlY8=KUCY%lW8FRWNGa@l1hf1 z8y{fQ+d)x~{VXM(BP?!QK!q$}w{FfbnN}`5j%uxgy<6{N)H~#4B1`M2E-c{kbH9NP z-uPRXN$%M%Nxh9n&OU{My$9I6^&$Gb9*g^`92D9c7r6Sqedj~Aq%Ct1noAFMu(*B> zwPp(g+G}zNI4U;B*{43wRqfu^EewZ3ov$A4qrSX?b5DH{cYgkA#1x>4e+`X=Rg7C5 z9B+Pt9@)~;d6PKblzQSDFx5KB$>>)m%=52Qg{X$dd;Y%8?`X7+F;G-*x$W^`vA4`K zVzu1+1W$bF8#qnjD!2duAOJ~3K~%i^kt!=i@1s7{)(YB7YrGGX4^{H{bu#}H<6#v? zM-^XDEnS7!Yd?g<-zQWdhE@=sP4TT~?zzX+-RRl6ia)oHsgTx*-jq3~7}#=VKshFP4DQRZXHxu-1p6PV zEw+`pMe)kU=?y;4`r0Z|T*0+#*O6byaXgsfx4!mueC5kuWR0Eedw1~<|L|Q@YE^vp ziy6NBg%@!5{th$xK79XO{N#U;owrg?qa@`08)}J}L(I z-nah-@4WY}Xyqhn#L9KxZXo%Fc;A=#0;$}@Rm%B0Y-SQF`EePXc%tJO1(T!=xb)9- zcAhx^z*z)_b911L(@GEe5Mk`-K|BEJuQ86-T$1gaBV3HdOzA>ekzsLbJI7Absvto^7|57o9^0D2W1Q~(m+;&l8kham9M6JJR zzS$a~QE~TB$;!w}nM}vT(J*$lqOHpig2I!|O8d7%v$A!zf^h07}=dDTlTZ%>ddAhr}`%jASbaJuO~xp;$h3YvgRc!L%HZ{?LFibtHwpwV^t86<&Rpb8VZS3ytpxxO+z0^lGJ(BRn`jx@< zX?f}o3>EDu6pfA!B;Dx3a}PnBj=QJ%j71c16eB$ty*`9gMSTu$dE~GoBj$NYBsESA0o;Q#h?JS$WRLaS>6@Sc8}W?m?CY3Vy|N}lHf2{FafGK3t=FM zEsW?Da4?a%z|-k|SV{6m3@lh_hX`bS z8&GCv$n(_z-bxQW_l6gRKMQgn06W1$9y4R3Krkd0s(wD`YVeTpv*yZUVI!;XPyu9C zfTsYu?=lijRmQv!l*Hd%SE@0Pz#QFjlwuYUC_SX`Q8P~nLup1{Jw5(n5D zYpeXZa|}=lP zMc-^qVz1H=9T>NMre+p!>CG3Nhn_sAQQkwg-N*W^3uw+9MrZY+R5cAIrsue#yL0Or zdYxUA?T|&OQe{S!D>RVkxA&O!RtPn+81=Dv`wCM=SvQCP7fN~?Q^-a+w(eXP+G5TF zJR0mGTkWD+si8J8gU;3+2iA$GVRLE@ySJ}kZ~YF>6&9@}Hp<>A%GHD1n%5il?mCP9 z)R%ylv^N|cHF>%CW5Z~Xg?Ek*4>WiJ-zD{rDau1Sq&coow0AqYSr?LQ9lcK^!@T{Rl3$$gP4 zP62Fh8Rxh}J-JoK02mGnblVhAFCa~G*1d36tGT?F_?8O@P$-D2NtdXkThTJ0up{vm zdBPMMQ379hJq7o77yr@Rx2neiQTu}BcA~W801gr%OMJhqjItSzZkX8=>CVBkC|sqQ zSWuey>6qCl&Mky}=NWNURk(uyaX^m0Fe}-;ax2wvxL?2D+i5}zWOB;7pDR#|GTgYf zh6m4{$CayB@zLj=!d8>0iXP8@KSgU;9IJ+ilD? zmQb!ua^LpD51hlxufB%w{>e+szB>EBS#A@UY}RpSV*_jLE{e;FVA;Ny7V#qZ(| zzw!n2hC|j9LV@UhofZwHf~5M>C{?(+$SZ^jYV{gyrOd4%l$;dZF8Wy)xfEHf&uX+; zI@US}u@Sc@@?j{aIVX%|(IJr-#k%f!N42(Yu6uz$rIiF~hXuR{Y=9y{8-qR(hFwi8 zi)Xzyfl&czwF%dcAjYJryEBt?%1Q>^yn-?@Segxtk~%gzC9mvGXRh(0qe&3gmUW#d zlP}(H6hyI3S)VjSsa35q0?H*PrWdK9_-CdZ0H=PVT3z~6G8$s@M@0b=6YuwjTn*pa zOL1e};?SJDn@PM6bD{BpUf-D5qVXbzVQ;h1ILqf-gYn2VJR4sSGIng56eg;7(X*kL zQ(^}yEUtG9*4p4bh0bWAE$DtjF%>b#7(}MAVn>mb+cFZPg2qLR%Y|+bMd)-?tt&}1 zO4~4|AKk04WVs-m`@Fz-_$=JNwa)cmYhw-F_AcA9d&jE8c-;hQd2-Cj0T+|pmha~B z6xqj@$@QSlXS2(j6ShuFlCW>mtK|CmOMLU<1S=0pwl(ti=E_*vc><~(iPb|$D+)!J zXp+4o(PM;e7W<|^cxf9!!BrI6ABcKcl7!AFX;<9B%0Uh+KlwoUfPZ>O`fs zRZ-$DyC9szo21guc3n!xCZvTbg;Y7vg9*-amF!P=0w=DbG#WaAG)_*FeG|G6gx04Q z(t{&P!7drMVUdYiqjHmchnS6)fT!@3!lJN&%A=L|(7B|&dor%6OYG>JOj8%+WU2^G z!7KlmOj1F#onpEPP_@zi;c@%D!uOK8SC(W*LDcIZlA_{ho(Um{yV%}obE`#(>9%DK z40%rEIYR#CY#w5<(8~zbyfh&DKWFPTS~Tc7Q^laZVx)>_2|DYCtsTA%uX0qAO^z5 z#K~Kq*ds1b@@SoIu_jiG4I`MCh(0HM(ylU5$k!8j!qW3-LXhC*m;S2pZ7{0s>f#LR zy`mEVI&^dM-B~)FWiI4ur&btbzVABmf=n!OM#-Da{6?sxC!X;_0cVdH zXPh`@nGrnzk6?Lm8LvETtWec+PBu6Z&_L5>vR=Zt1`I`k9St^8=OAL7az9e{Z%&}I zp{TjL`_8S<!BlG=ole21xdoztSd`wmvTogZAnPFUVyR9qBFmgkM5wPM zPVrdgv;%n)f57_cP)yqu0ZK<|(6dI^1k`7r4Wl0a_)JM8?GM*Qpa+3X8INZsB_L-V zn=2aP37Iazw{a!Nh?j2el8l6b<-*YgOAXw(aUI*+yLjuZ3-}9v{?B7;YZouQ^cEHt z>Znvk_|4D$7K*HmmE}2n_#;naX?fYPWb%wfeaPK`<`Es`o^MWFp z)LP$m!{Vn!j=i0Ann+CLECy`{9+YYrO1x&ORZ%$?5C}kfcLTNN48cCKM>w{{*6J1X zJ3IUdMAg>?Mr)F)+J_%}2D3*V!0xqoBtUoi6QnYnlirODD&?~WkD{}^>RLVIIV)R@ z=2K^T4J#+lI;}!z_KA1H?Frn4ATL3%C;nfRkd(vI|jJ!WCQ`tysZa zc8{dCpkl~kr~Ik;aIBK3e~&xqJq24niC0+x84D8$`8jqKR~@YY&s2B3Lb_iA}=ZqiY&^4Gtjv#`CY^sV5)j*p><*q>r+- z+eDHqqhxA$;*k&G-Phk`H>U?roWS>Ad=d8@J&FU13pjk}B>u<$;qTyAKK1kXtzZ8v zzViI@_|&I<5sg{}Z@l~`c;e9y;?XCc!NKK4w71sqjX(YdE?v9r#BHr}li|3jp!TLF zP98dfR=b0#wL5t9=s`@)tdI~BCMIXmDHWJKc?8MiGzK=or5}6`U;M$>aCz9nP%Qd* zU*@7)CFmj1om1-`3%R8X?C!SdEbTj+S8B;kXHiM!ncnR}0vAtJt10WK^oIkCa(4z9 zt8*{d1oGO59CN};;`-5TX04l^L(UssO(=CQ9rBlf(Gmv!2BoKuXdRO0n5Xu-&7-kEGJBv7j5b0p%3^ zJ~J^!`H0<4Xw1mknOlm0IG6}KmDT4K#g&w_GlR>(mL(69-?GAEI|5=c%1BhL#|euxa5!rm{X$$$$Kq#kuu8Z+OlU6VF;_o_KBNRx#SIEMouZNMV{llZjRnjrs(8vQxrB3$xc7q2C{&&l+eZdOqP9hm|p| zN=(;&bS}jsCnTU3(G8|0(Sc`1>=u#aB_tVDSF3znQZU}lGTvaQ2bzyj7T2j54|$H z6Z8^D$2iHB!65N;Ywvu(zVJKfb~Q0WXfd#AlUYdBISKh_v>|%>;8+#Ycz~#go{JH> zoIlJo*fJ{0A{v5`P?5e8ujmw{z!1?91Mn1rcq0^e2RMx|pX8Vz+O= z3mqLJe$|BlP~2i zn~BLuo`-FM?`;Syd;Ni9GFWHDMX*<`TIH4o7qEu8=h!rq>}R~c5j`^#0YOb-iB&*8 z&tz>#pcf_oocLEN7!2DCfYfVEjD}?l1`Z6dep6CSiNcSmNuBK}Yaa+hpztmVSr|{h zmnj??&9!}fqVbX7zdy!Si7mWrv@T-LZ+KT11$;Q*=JlS7IHDx;QN_vlYYn};p(>(% znQ-(zo*PE`{_9v?Uc{m01GuyL0{-yJU&g}^eE?T3UBugOzKb{Cd6EH03Zp@?rm@I z{n;!Nn_7c~BM;)OZ~s0L0%?=NI|gW>fB=Sx#p5veCNm4P(I`F}@AbM%cjza45r{`c zkJdEl7u>ol&;z#{mQjp)+(zdq^!NHfcO_mwWb@K{=-#=7>6Md67c1!RZQ+gYeVJSQ zW{;jnUcBR+LjI$#TIl$67D-HNWxtfPK+cCkoDbX{=Zh|hxlW} z@(bU{Q`!x2iKdZ z?(AZ&NO6Y*L(2v40UAI0qKI{Kz_8uykTs6z3?vKK>ZtD8<#GbZX^cqxxT(#KT+kWy z=phUMQ%6p*K7(S>ij5M|0Nd-T3dOe&w?lyL0`*!MGqY6;M}2H>57^l$Zf$l6u+bb? zv?@h~UC$Q}yJ-?C$$ngDjhbzo`<$`>gW#RfHR^>e3t>mr;7Tqg#FW~epjeznW@?q^ zPDa1pOkz|~&Fi}%$zf6{e$syh0R=T?bmk(G?Bm%06Y}Pi+rDf6O5C;abtZvb>j&Rx zkyGwZ^CBPDK{P%j&l}%${kT9_dyp~65UYumTT53;xuGoqeLvT#*hm=jC@kB-iJc=)(7fWQn<8e z-9$n}DuN=_Km#F*IeR}s2jPQ0H>_u* z*g?-A4m90gciRKJxVnuWye|(^cqK&y4|!C{S7J4Y3>pTCxWxd8wGl!dMhAX1_+gRG?A2{pm70V)XQt|yZBAkR<}Ie?9z3{$m*0I46U|8gb#zIwd$WgfDQBR75`VJY zqGX>A!S#(c+U<-fg@ka%pJvBDI`oa(5{5;NM^0$a<|dr8ymNG18lN1JxKaO}sIe36 zb}(?82MN2eC%maL1(ra7!C;SB84m9V?Hf8SECyGta{%oq{`!1$KIdFPgeb^s^2k+% zq7bG-CRT55bKoknZm=F*OMQQMB9(7SevP*Yv_fYea>B?hG>pO;NgUORNCF=bJA$WP z!6V6D6JuWwoF+JCe2NOd5YeL$QIsN>#>Pug%egXN{kLp549A1(&_+O?P{9xrX@;e| z$Kx>0j|yI}g@6vanJf3DZ>p^N-XU722rpVc2ID)Q@1K-^`9v)elk#`!&6E`o2#7bc zIg%vU292F0uH~i>P{>u(GNGKp_dxqTKfPk(>;y?oWgTzQ^)F-jELGxDtP#?|caVlVJ5*SoYurg=I0LR401=unnyfV>PtN5f> z<~Cj|C>D|lyJ`eiMGvd+`@L#*U@V+tsy&;}u2zNqKRrb}?x4RQ zW}Xn%Wfq?*KGL?VFXD7oSkpxqI1c0=i9dEOS~1F!3_A!r??|OSF;V5s=6;-6aa_FK zd5@Qvm9Cu%YK=yj;~pCKO4%?Yaxlu66{hFDt0)7ct9kLlO&mSEf?lVKOYgpollPy4 zP3!1v-^Rs@moUuAxO`(9Z@qC9zw#>|Lo!*#cYp9beB}?ngx~tiXVE!!60f~+3BU4d zkK-$U^kuBBuHi#ZKf`%>3W?tOwwTqo!$r;hLR>H5*E{Q86uU~s)!sytR}nicZ0w%bJJPoN~GkkOMotF zFv_vL-D8H`aHLfb_`TLmjHqHC%~0d50xgt(sri!i;*l7OajfQ4!psc7oAnTZ##QCA zOER-j%A(OBH@OF(E^Jd?Upf3}?B9kI{MM_{Itn>#QE580%HC78Q1P_#tZwV9VL9