diff --git a/docs/docs/user-guide/examples/bionemo-geneformer/geneformer-celltype-classification.ipynb b/docs/docs/user-guide/examples/bionemo-geneformer/geneformer-celltype-classification.ipynb index 6347e540e9..1e9b46c595 100644 --- a/docs/docs/user-guide/examples/bionemo-geneformer/geneformer-celltype-classification.ipynb +++ b/docs/docs/user-guide/examples/bionemo-geneformer/geneformer-celltype-classification.ipynb @@ -28,6 +28,14 @@ "execution_count": 1, "metadata": {}, "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/usr/local/lib/python3.12/dist-packages/optuna/study/_optimize.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n", + " from optuna import progress_bar as pbar_module\n" + ] + }, { "data": { "text/plain": [ @@ -70,14 +78,18 @@ } ], "source": [ - "#NBVAL_CHECK_OUTPUT\n", + "# NBVAL_CHECK_OUTPUT\n", "import cellxgene_census\n", + "\n", + "\n", "CENSUS_VERSION = \"2023-12-15\"\n", "with cellxgene_census.open_soma(census_version=CENSUS_VERSION) as census:\n", - " adata = cellxgene_census.get_anndata(census, \"Homo sapiens\",\n", - " obs_value_filter='dataset_id==\"8e47ed12-c658-4252-b126-381df8d52a3d\"',\n", - " )\n", - "uq_cells = sorted(adata.obs['cell_type'].unique().tolist())\n", + " adata = cellxgene_census.get_anndata(\n", + " census,\n", + " \"Homo sapiens\",\n", + " obs_value_filter='dataset_id==\"8e47ed12-c658-4252-b126-381df8d52a3d\"',\n", + " )\n", + "uq_cells = sorted(adata.obs[\"cell_type\"].unique().tolist())\n", "uq_cells" ] }, @@ -98,12 +110,13 @@ } ], "source": [ - "#NBVAL_CHECK_OUTPUT\n", + "# NBVAL_CHECK_OUTPUT\n", "import random\n", "from contextlib import contextmanager\n", "\n", + "\n", "@contextmanager\n", - "def random_seed(seed:int):\n", + "def random_seed(seed: int):\n", " state = random.getstate()\n", " random.seed(seed)\n", " try:\n", @@ -112,25 +125,21 @@ " # Go back to previous state\n", " random.setstate(state)\n", "\n", + "\n", "with random_seed(32):\n", " indices = list(range(len(adata)))\n", " random.shuffle(indices)\n", "\n", - "micro_batch_size:int = 32\n", - "num_steps:int = 256\n", - "selection = sorted(indices[:micro_batch_size*num_steps])\n", + "micro_batch_size: int = 32\n", + "num_steps: int = 256\n", + "selection = sorted(indices[: micro_batch_size * num_steps])\n", "# NOTE: there's a current constraint that predict_step needs to be a function of micro-batch-size.\n", "# this is something we are working on fixing. A quick hack is to set micro-batch-size=1, but this is\n", "# slow. In this notebook we are going to use mbs=32 and subsample the anndata.\n", - "adata = adata[selection].copy() # so it's not a view\n", + "adata = adata[selection].copy() # so it's not a view\n", "adata.shape" ] }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [] - }, { "cell_type": "code", "execution_count": 3, @@ -138,8 +147,11 @@ "outputs": [], "source": [ "import shutil\n", + "\n", "from bionemo.core import BIONEMO_CACHE_DIR\n", - "cleanup:bool=True\n", + "\n", + "\n", + "cleanup: bool = True\n", "notebook_workdir = BIONEMO_CACHE_DIR / \"notebook_tutorials\" / \"geneformer_celltype_classification\"\n", "if cleanup and notebook_workdir.exists():\n", " shutil.rmtree(notebook_workdir)\n", @@ -196,9 +208,13 @@ } ], "source": [ - "#NBVAL_CHECK_OUTPUT\n", + "# NBVAL_CHECK_OUTPUT\n", "from glob import glob\n", - "files = sorted([f.split(\"/\")[-1] for f in glob(str(data_dir/\"*\"))]) # strip off the directory name and sort for the test\n", + "\n", + "\n", + "files = sorted(\n", + " [f.split(\"/\")[-1] for f in glob(str(data_dir / \"*\"))]\n", + ") # strip off the directory name and sort for the test\n", "files" ] }, @@ -208,19 +224,15 @@ "metadata": {}, "outputs": [], "source": [ - "# NOTE: calling the load(...) function directly does not currently work for downloads through NGC in an interactive\n", - "# notebook environment. Get aound this below by calling the CLI download endpoint which executes in a subshell.\n", + "from bionemo.core.data.load import load\n", + "\n", "\n", "# 106m checkpoint\n", - "geneformer_106m_out = !download_bionemo_data \"geneformer/106M_240530:2.0\"\n", + "geneformer_106m = load(\"geneformer/106M_240530:2.0\")\n", "# 10m checkpoint\n", - "geneformer_10m_out = !download_bionemo_data \"geneformer/10M_240530:2.0\"\n", + "geneformer_10m = load(\"geneformer/10M_240530:2.0\")\n", "# 10m bionemo2 trained checkpoint\n", - "geneformer_10m_bnmo2_out = !download_bionemo_data \"geneformer/10M_241113:2.0\"\n", - "# Result includes a list of outputs, the last one is the path so grab that from each:\n", - "geneformer_106m = geneformer_106m_out[-1]\n", - "geneformer_10m = geneformer_10m_out[-1]\n", - "geneformer_10m_bnmo2 = geneformer_10m_bnmo2_out[-1]" + "geneformer_10m_bnmo2 = load(\"geneformer/10M_241113:2.0\")" ] }, { @@ -252,142 +264,50 @@ "name": "stdout", "output_type": "stream", "text": [ - "[NeMo W 2024-12-23 20:23:33 nemo_logging:361] /usr/local/lib/python3.10/dist-packages/pydub/utils.py:170: RuntimeWarning: Couldn't find ffmpeg or avconv - defaulting to ffmpeg, but may not work\n", - " warn(\"Couldn't find ffmpeg or avconv - defaulting to ffmpeg, but may not work\", RuntimeWarning)\n", - " \n", - "[NeMo W 2024-12-23 20:23:33 nemo_logging:361] /usr/local/lib/python3.10/dist-packages/pyannote/core/notebook.py:134: MatplotlibDeprecationWarning: The get_cmap function was deprecated in Matplotlib 3.7 and will be removed in 3.11. Use ``matplotlib.colormaps[name]`` or ``matplotlib.colormaps.get_cmap()`` or ``pyplot.get_cmap()`` instead.\n", + "[NeMo W 2025-01-23 16:25:59 nemo_logging:405] /usr/local/lib/python3.12/dist-packages/pyannote/core/notebook.py:134: MatplotlibDeprecationWarning: The get_cmap function was deprecated in Matplotlib 3.7 and will be removed in 3.11. Use ``matplotlib.colormaps[name]`` or ``matplotlib.colormaps.get_cmap()`` or ``pyplot.get_cmap()`` instead.\n", " cm = get_cmap(\"Set1\")\n", " \n", - "[NeMo W 2024-12-23 20:23:37 preprocess:101] Tokenizer vocab file: /home/bionemo/.cache/bionemo/d8e3ea569bc43768c24aa651aff77722df202078415528497c22394046b08cc3-singlecell-scdltestdata-20241203.tar.gz.untar/cellxgene_2023-12-15_small_processed_scdl/train/geneformer.vocab already exists. Overwriting...\n", - "[NeMo I 2024-12-23 20:23:37 remote:136] No checksum provided, filename exists. Assuming it is complete.\n", - "[NeMo I 2024-12-23 20:23:37 remote:124] Resource already exists, skipping download: https://huggingface.co/ctheodoris/Geneformer/resolve/main/geneformer/gene_dictionaries_30m/gene_name_id_dict_gc30M.pkl?download=true\n", - "[NeMo I 2024-12-23 20:23:37 remote:136] No checksum provided, filename exists. Assuming it is complete.\n", - "[NeMo I 2024-12-23 20:23:37 remote:136] No checksum provided, filename exists. Assuming it is complete.\n", - "[NeMo I 2024-12-23 20:23:37 remote:124] Resource already exists, skipping download: https://huggingface.co/ctheodoris/Geneformer/resolve/main/geneformer/gene_dictionaries_30m/gene_median_dictionary_gc30M.pkl?download=true\n", - "[NeMo I 2024-12-23 20:23:37 remote:136] No checksum provided, filename exists. Assuming it is complete.\n", - "[NeMo I 2024-12-23 20:23:37 infer_geneformer:83] *************** Preprocessing Finished ************\n", - "GPU available: True (cuda), used: True\n", - "TPU available: False, using: 0 TPU cores\n", - "HPU available: False, using: 0 HPUs\n", - "[NeMo I 2024-12-23 20:23:37 megatron_strategy:315] Fixing mis-match between ddp-config & mcore-optimizer config\n", - "[NeMo I 2024-12-23 20:23:38 megatron_init:396] Rank 0 has data parallel group : [0]\n", - "[NeMo I 2024-12-23 20:23:38 megatron_init:402] Rank 0 has combined group of data parallel and context parallel : [0]\n", - "[NeMo I 2024-12-23 20:23:38 megatron_init:407] All data parallel group ranks with context parallel combined: [[0]]\n", - "[NeMo I 2024-12-23 20:23:38 megatron_init:410] Ranks 0 has data parallel rank: 0\n", - "[NeMo I 2024-12-23 20:23:38 megatron_init:418] Rank 0 has context parallel group: [0]\n", - "[NeMo I 2024-12-23 20:23:38 megatron_init:421] All context parallel group ranks: [[0]]\n", - "[NeMo I 2024-12-23 20:23:38 megatron_init:422] Ranks 0 has context parallel rank: 0\n", - "[NeMo I 2024-12-23 20:23:38 megatron_init:429] Rank 0 has model parallel group: [0]\n", - "[NeMo I 2024-12-23 20:23:38 megatron_init:430] All model parallel group ranks: [[0]]\n", - "[NeMo I 2024-12-23 20:23:38 megatron_init:439] Rank 0 has tensor model parallel group: [0]\n", - "[NeMo I 2024-12-23 20:23:38 megatron_init:443] All tensor model parallel group ranks: [[0]]\n", - "[NeMo I 2024-12-23 20:23:38 megatron_init:444] Rank 0 has tensor model parallel rank: 0\n", - "[NeMo I 2024-12-23 20:23:38 megatron_init:464] Rank 0 has pipeline model parallel group: [0]\n", - "[NeMo I 2024-12-23 20:23:38 megatron_init:476] Rank 0 has embedding group: [0]\n", - "[NeMo I 2024-12-23 20:23:38 megatron_init:482] All pipeline model parallel group ranks: [[0]]\n", - "[NeMo I 2024-12-23 20:23:38 megatron_init:483] Rank 0 has pipeline model parallel rank 0\n", - "[NeMo I 2024-12-23 20:23:38 megatron_init:484] All embedding group ranks: [[0]]\n", - "[NeMo I 2024-12-23 20:23:38 megatron_init:485] Rank 0 has embedding rank: 0\n", + "[NeMo W 2025-01-23 16:26:03 nemo_logging:405] Tokenizer vocab file: /root/.cache/bionemo/d8e3ea569bc43768c24aa651aff77722df202078415528497c22394046b08cc3-singlecell-scdltestdata-20241203.tar.gz.untar/cellxgene_2023-12-15_small_processed_scdl/train/geneformer.vocab already exists. Overwriting...\n", + "[NeMo I 2025-01-23 16:26:03 nemo_logging:393] No checksum provided, filename exists. Assuming it is complete.\n", + "[NeMo I 2025-01-23 16:26:03 nemo_logging:393] Resource already exists, skipping download: https://huggingface.co/ctheodoris/Geneformer/resolve/main/geneformer/gene_dictionaries_30m/gene_name_id_dict_gc30M.pkl?download=true\n", + "[NeMo I 2025-01-23 16:26:03 nemo_logging:393] No checksum provided, filename exists. Assuming it is complete.\n", + "[NeMo I 2025-01-23 16:26:03 nemo_logging:393] No checksum provided, filename exists. Assuming it is complete.\n", + "[NeMo I 2025-01-23 16:26:03 nemo_logging:393] Resource already exists, skipping download: https://huggingface.co/ctheodoris/Geneformer/resolve/main/geneformer/gene_dictionaries_30m/gene_median_dictionary_gc30M.pkl?download=true\n", + "[NeMo I 2025-01-23 16:26:03 nemo_logging:393] No checksum provided, filename exists. Assuming it is complete.\n", + "[NeMo I 2025-01-23 16:26:03 nemo_logging:393] *************** Preprocessing Finished ************\n", + "[INFO | pytorch_lightning.utilities.rank_zero]: GPU available: True (cuda), used: True\n", + "[INFO | pytorch_lightning.utilities.rank_zero]: TPU available: False, using: 0 TPU cores\n", + "[INFO | pytorch_lightning.utilities.rank_zero]: HPU available: False, using: 0 HPUs\n", + "[NeMo I 2025-01-23 16:26:03 nemo_logging:393] Fixing mis-match between ddp-config & mcore-optimizer config\n", + "[NeMo I 2025-01-23 16:26:03 nemo_logging:393] Rank 0 has data parallel group : [0]\n", + "[NeMo I 2025-01-23 16:26:03 nemo_logging:393] Rank 0 has combined group of data parallel and context parallel : [0]\n", + "[NeMo I 2025-01-23 16:26:03 nemo_logging:393] All data parallel group ranks with context parallel combined: [[0]]\n", + "[NeMo I 2025-01-23 16:26:03 nemo_logging:393] Ranks 0 has data parallel rank: 0\n", + "[NeMo I 2025-01-23 16:26:03 nemo_logging:393] Rank 0 has context parallel group: [0]\n", + "[NeMo I 2025-01-23 16:26:03 nemo_logging:393] All context parallel group ranks: [[0]]\n", + "[NeMo I 2025-01-23 16:26:03 nemo_logging:393] Ranks 0 has context parallel rank: 0\n", + "[NeMo I 2025-01-23 16:26:03 nemo_logging:393] Rank 0 has model parallel group: [0]\n", + "[NeMo I 2025-01-23 16:26:03 nemo_logging:393] All model parallel group ranks: [[0]]\n", + "[NeMo I 2025-01-23 16:26:03 nemo_logging:393] Rank 0 has tensor model parallel group: [0]\n", + "[NeMo I 2025-01-23 16:26:03 nemo_logging:393] All tensor model parallel group ranks: [[0]]\n", + "[NeMo I 2025-01-23 16:26:03 nemo_logging:393] Rank 0 has tensor model parallel rank: 0\n", + "[NeMo I 2025-01-23 16:26:03 nemo_logging:393] Rank 0 has pipeline model parallel group: [0]\n", + "[NeMo I 2025-01-23 16:26:03 nemo_logging:393] Rank 0 has embedding group: [0]\n", + "[NeMo I 2025-01-23 16:26:03 nemo_logging:393] All pipeline model parallel group ranks: [[0]]\n", + "[NeMo I 2025-01-23 16:26:03 nemo_logging:393] Rank 0 has pipeline model parallel rank 0\n", + "[NeMo I 2025-01-23 16:26:03 nemo_logging:393] All embedding group ranks: [[0]]\n", + "[NeMo I 2025-01-23 16:26:03 nemo_logging:393] Rank 0 has embedding rank: 0\n", "Initializing distributed: GLOBAL_RANK: 0, MEMBER: 1/1\n", - "----------------------------------------------------------------------------------------------------\n", + "[INFO | pytorch_lightning.utilities.rank_zero]: ----------------------------------------------------------------------------------------------------\n", "distributed_backend=nccl\n", "All distributed processes registered. Starting with 1 processes\n", "----------------------------------------------------------------------------------------------------\n", "\n", - "2024-12-23 20:23:38 - /workspaces/bionemo-framework/sub-packages/bionemo-llm/src/bionemo/llm/model/config.py - WARNING - Loading /home/bionemo/.cache/bionemo/a27061ee347f453b1bf175e288df31e9813903ebcb4924a77ac50dccc730889d-geneformer_10M_240530_nemo2.tar.gz.untar\n", - "[NeMo I 2024-12-23 20:23:40 base:44] Padded vocab_size: 25472, original vocab_size: 25429, dummy tokens: 43.\n", - "LOCAL_RANK: 0 - CUDA_VISIBLE_DEVICES: [0]\n", - "[NeMo W 2024-12-23 20:23:40 megatron_strategy:329] Could not copy Trainer's 'max_steps' to LR scheduler's 'max_steps'. If you are not using an LR scheduler, this warning can safely be ignored.\n", - "2024-12-23 20:23:40 - megatron.core.num_microbatches_calculator - INFO - setting number of microbatches to constant 1\n", - "[NeMo I 2024-12-23 20:23:40 megatron_parallel:549] > number of parameters on (tensor, pipeline) model parallel rank (0, 0): 10300032\n", - "2024-12-23 20:23:40 - megatron.core.distributed.distributed_data_parallel - INFO - Setting up DistributedDataParallel with config DistributedDataParallelConfig(grad_reduce_in_fp32=True, overlap_grad_reduce=False, overlap_param_gather=False, align_param_gather=False, use_distributed_optimizer=True, num_distributed_optimizer_instances=1, check_for_nan_in_grad=True, bucket_size=None, average_in_collective=False, fp8_param_gather=False)\n", - "2024-12-23 20:23:40 - megatron.core.distributed.param_and_grad_buffer - INFO - Number of buckets for gradient all-reduce / reduce-scatter: 1\n", - "Params for bucket 1 (10300032 elements):\n", - "\tmodule.encoder.layers.3.self_attention.linear_qkv.weight\n", - "\tmodule.encoder.layers.0.mlp.linear_fc1.weight\n", - "\tmodule.embedding.word_embeddings.weight\n", - "\tmodule.encoder.layers.2.self_attention.linear_proj.weight\n", - "\tmodule.encoder.layers.5.mlp.linear_fc1.layer_norm_bias\n", - "\tmodule.encoder.layers.3.mlp.linear_fc1.layer_norm_weight\n", - "\tmodule.encoder.layers.0.self_attention.linear_qkv.layer_norm_bias\n", - "\tmodule.encoder.layers.4.mlp.linear_fc2.weight\n", - "\tmodule.encoder.layers.1.self_attention.linear_qkv.bias\n", - "\tmodule.encoder.final_layernorm.bias\n", - "\tmodule.encoder.layers.2.self_attention.linear_qkv.weight\n", - "\tmodule.encoder.layers.0.mlp.linear_fc1.layer_norm_weight\n", - "\tmodule.encoder.layers.5.mlp.linear_fc2.bias\n", - "\tmodule.encoder.layers.1.self_attention.linear_proj.weight\n", - "\tmodule.encoder.layers.4.mlp.linear_fc1.layer_norm_bias\n", - "\tmodule.encoder.layers.2.mlp.linear_fc1.layer_norm_weight\n", - "\tmodule.encoder.layers.2.self_attention.linear_proj.bias\n", - "\tmodule.encoder.layers.5.mlp.linear_fc1.bias\n", - "\tmodule.encoder.layers.3.mlp.linear_fc2.weight\n", - "\tmodule.encoder.layers.1.mlp.linear_fc2.bias\n", - "\tmodule.encoder.layers.0.self_attention.linear_qkv.bias\n", - "\tmodule.lm_head.dense.weight\n", - "\tmodule.encoder.layers.1.self_attention.linear_qkv.weight\n", - "\tmodule.encoder.layers.5.self_attention.linear_qkv.layer_norm_weight\n", - "\tmodule.encoder.layers.4.mlp.linear_fc2.bias\n", - "\tmodule.encoder.layers.0.mlp.linear_fc2.weight\n", - "\tmodule.encoder.layers.3.mlp.linear_fc1.layer_norm_bias\n", - "\tmodule.encoder.layers.1.mlp.linear_fc1.layer_norm_weight\n", - "\tmodule.encoder.layers.4.mlp.linear_fc1.bias\n", - "\tmodule.encoder.layers.2.mlp.linear_fc2.weight\n", - "\tmodule.encoder.final_layernorm.weight\n", - "\tmodule.encoder.layers.5.mlp.linear_fc1.weight\n", - "\tmodule.encoder.layers.0.self_attention.linear_qkv.weight\n", - "\tmodule.encoder.layers.4.self_attention.linear_qkv.layer_norm_weight\n", - "\tmodule.encoder.layers.3.mlp.linear_fc2.bias\n", - "\tmodule.encoder.layers.5.self_attention.linear_qkv.layer_norm_bias\n", - "\tmodule.encoder.layers.5.self_attention.linear_proj.bias\n", - "\tmodule.encoder.layers.2.mlp.linear_fc1.layer_norm_bias\n", - "\tmodule.encoder.layers.3.mlp.linear_fc1.bias\n", - "\tmodule.encoder.layers.1.mlp.linear_fc2.weight\n", - "\tmodule.encoder.layers.4.mlp.linear_fc1.weight\n", - "\tmodule.encoder.layers.4.self_attention.linear_proj.bias\n", - "\tmodule.lm_head.layer_norm.weight\n", - "\tmodule.encoder.layers.3.self_attention.linear_qkv.layer_norm_weight\n", - "\tmodule.encoder.layers.2.mlp.linear_fc2.bias\n", - "\tmodule.encoder.layers.4.self_attention.linear_qkv.layer_norm_bias\n", - "\tmodule.encoder.layers.1.mlp.linear_fc1.layer_norm_bias\n", - "\tmodule.encoder.layers.5.self_attention.linear_qkv.bias\n", - "\tmodule.encoder.layers.3.self_attention.linear_proj.bias\n", - "\tmodule.encoder.layers.2.mlp.linear_fc1.bias\n", - "\tmodule.encoder.layers.0.mlp.linear_fc2.bias\n", - "\tmodule.lm_head.dense.bias\n", - "\tmodule.encoder.layers.3.mlp.linear_fc1.weight\n", - "\tmodule.embedding.position_embeddings.weight\n", - "\tmodule.encoder.layers.5.self_attention.linear_proj.weight\n", - "\tmodule.encoder.layers.2.self_attention.linear_qkv.layer_norm_weight\n", - "\tmodule.encoder.layers.1.self_attention.linear_proj.bias\n", - "\tmodule.encoder.layers.0.mlp.linear_fc1.layer_norm_bias\n", - "\tmodule.lm_head.layer_norm.bias\n", - "\tmodule.encoder.layers.3.self_attention.linear_qkv.layer_norm_bias\n", - "\tmodule.encoder.layers.4.self_attention.linear_qkv.bias\n", - "\tmodule.encoder.layers.1.mlp.linear_fc1.bias\n", - "\tmodule.encoder.layers.5.self_attention.linear_qkv.weight\n", - "\tmodule.encoder.layers.2.mlp.linear_fc1.weight\n", - "\tmodule.encoder.layers.0.self_attention.linear_qkv.layer_norm_weight\n", - "\tmodule.encoder.layers.4.self_attention.linear_proj.weight\n", - "\tmodule.encoder.layers.1.self_attention.linear_qkv.layer_norm_weight\n", - "\tmodule.encoder.layers.5.mlp.linear_fc1.layer_norm_weight\n", - "\tmodule.encoder.layers.2.self_attention.linear_qkv.layer_norm_bias\n", - "\tmodule.encoder.layers.0.self_attention.linear_proj.bias\n", - "\tmodule.output_layer.bias\n", - "\tmodule.encoder.layers.3.self_attention.linear_qkv.bias\n", - "\tmodule.encoder.layers.0.mlp.linear_fc1.bias\n", - "\tmodule.encoder.layers.4.self_attention.linear_qkv.weight\n", - "\tmodule.encoder.layers.1.mlp.linear_fc1.weight\n", - "\tmodule.encoder.layers.3.self_attention.linear_proj.weight\n", - "\tmodule.encoder.layers.4.mlp.linear_fc1.layer_norm_weight\n", - "\tmodule.encoder.layers.1.self_attention.linear_qkv.layer_norm_bias\n", - "\tmodule.encoder.layers.5.mlp.linear_fc2.weight\n", - "\tmodule.encoder.layers.2.self_attention.linear_qkv.bias\n", - "\tmodule.encoder.layers.0.self_attention.linear_proj.weight\n", - "2024-12-23 20:23:40 - megatron.core.optimizer - INFO - Setting up optimizer with config OptimizerConfig(optimizer='adam', lr=0.0001, min_lr=None, decoupled_lr=None, decoupled_min_lr=None, weight_decay=0.01, fp16=False, bf16=True, params_dtype=torch.float32, loss_scale=None, initial_loss_scale=4294967296, min_loss_scale=1.0, loss_scale_window=1000, hysteresis=2, adam_beta1=0.9, adam_beta2=0.999, adam_eps=1e-08, sgd_momentum=0.9, use_distributed_optimizer=True, overlap_param_gather_with_optimizer_step=False, clip_grad=1.0, log_num_zeros_in_grad=False, barrier_with_L1_time=False, timers=None, config_logger_dir='')\n", - "2024-12-23 20:23:40 - root - INFO - Instantiating MegatronPretrainingSampler with total_samples: 8192 and consumed_samples: 0\n", - "2024-12-23 20:24:08 - root - INFO - Inference predictions are stored in /home/bionemo/.cache/bionemo/notebook_tutorials/geneformer_celltype_classification/results_10m.pt/predictions__rank_0.pt\n", - "dict_keys(['token_logits', 'binary_logits', 'input_ids', 'embeddings'])\n" + "[WARNING | /usr/local/lib/python3.12/dist-packages/bionemo/llm/model/config.py]: Loading /root/.cache/bionemo/a27061ee347f453b1bf175e288df31e9813903ebcb4924a77ac50dccc730889d-geneformer_10M_240530_nemo2.tar.gz.untar\n", + "[NeMo I 2025-01-23 16:26:04 nemo_logging:393] Padded vocab_size: 25472, original vocab_size: 25429, dummy tokens: 43.\n", + "LOCAL_RANK: 0 - CUDA_VISIBLE_DEVICES: [0,1]\n", + "[NeMo W 2025-01-23 16:26:04 nemo_logging:405] Could not copy Trainer's 'max_steps' to LR scheduler's 'max_steps'. If you are not using an LR scheduler, this warning can safely be ignored.\n", + "[NeMo I 2025-01-23 16:26:04 nemo_logging:393] > number of parameters on (tensor, pipeline) model parallel rank (0, 0): 10300032\n" ] } ], @@ -400,167 +320,24 @@ " --seq-len 2048 \\\n", " --num-dataset-workers 10 \\\n", " --num-gpus 1 \\\n", - " --include-input-ids\n" + " --include-input-ids" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[NeMo W 2024-12-23 20:24:25 nemo_logging:361] /usr/local/lib/python3.10/dist-packages/pydub/utils.py:170: RuntimeWarning: Couldn't find ffmpeg or avconv - defaulting to ffmpeg, but may not work\n", - " warn(\"Couldn't find ffmpeg or avconv - defaulting to ffmpeg, but may not work\", RuntimeWarning)\n", - " \n", - "[NeMo W 2024-12-23 20:24:25 nemo_logging:361] /usr/local/lib/python3.10/dist-packages/pyannote/core/notebook.py:134: MatplotlibDeprecationWarning: The get_cmap function was deprecated in Matplotlib 3.7 and will be removed in 3.11. Use ``matplotlib.colormaps[name]`` or ``matplotlib.colormaps.get_cmap()`` or ``pyplot.get_cmap()`` instead.\n", - " cm = get_cmap(\"Set1\")\n", - " \n", - "[NeMo W 2024-12-23 20:24:29 preprocess:101] Tokenizer vocab file: /home/bionemo/.cache/bionemo/d8e3ea569bc43768c24aa651aff77722df202078415528497c22394046b08cc3-singlecell-scdltestdata-20241203.tar.gz.untar/cellxgene_2023-12-15_small_processed_scdl/train/geneformer.vocab already exists. Overwriting...\n", - "[NeMo I 2024-12-23 20:24:29 remote:136] No checksum provided, filename exists. Assuming it is complete.\n", - "[NeMo I 2024-12-23 20:24:29 remote:124] Resource already exists, skipping download: https://huggingface.co/ctheodoris/Geneformer/resolve/main/geneformer/gene_dictionaries_30m/gene_name_id_dict_gc30M.pkl?download=true\n", - "[NeMo I 2024-12-23 20:24:29 remote:136] No checksum provided, filename exists. Assuming it is complete.\n", - "[NeMo I 2024-12-23 20:24:29 remote:136] No checksum provided, filename exists. Assuming it is complete.\n", - "[NeMo I 2024-12-23 20:24:29 remote:124] Resource already exists, skipping download: https://huggingface.co/ctheodoris/Geneformer/resolve/main/geneformer/gene_dictionaries_30m/gene_median_dictionary_gc30M.pkl?download=true\n", - "[NeMo I 2024-12-23 20:24:29 remote:136] No checksum provided, filename exists. Assuming it is complete.\n", - "[NeMo I 2024-12-23 20:24:29 infer_geneformer:83] *************** Preprocessing Finished ************\n", - "GPU available: True (cuda), used: True\n", - "TPU available: False, using: 0 TPU cores\n", - "HPU available: False, using: 0 HPUs\n", - "[NeMo I 2024-12-23 20:24:29 megatron_strategy:315] Fixing mis-match between ddp-config & mcore-optimizer config\n", - "[NeMo I 2024-12-23 20:24:29 megatron_init:396] Rank 0 has data parallel group : [0]\n", - "[NeMo I 2024-12-23 20:24:29 megatron_init:402] Rank 0 has combined group of data parallel and context parallel : [0]\n", - "[NeMo I 2024-12-23 20:24:29 megatron_init:407] All data parallel group ranks with context parallel combined: [[0]]\n", - "[NeMo I 2024-12-23 20:24:29 megatron_init:410] Ranks 0 has data parallel rank: 0\n", - "[NeMo I 2024-12-23 20:24:29 megatron_init:418] Rank 0 has context parallel group: [0]\n", - "[NeMo I 2024-12-23 20:24:29 megatron_init:421] All context parallel group ranks: [[0]]\n", - "[NeMo I 2024-12-23 20:24:29 megatron_init:422] Ranks 0 has context parallel rank: 0\n", - "[NeMo I 2024-12-23 20:24:29 megatron_init:429] Rank 0 has model parallel group: [0]\n", - "[NeMo I 2024-12-23 20:24:29 megatron_init:430] All model parallel group ranks: [[0]]\n", - "[NeMo I 2024-12-23 20:24:29 megatron_init:439] Rank 0 has tensor model parallel group: [0]\n", - "[NeMo I 2024-12-23 20:24:29 megatron_init:443] All tensor model parallel group ranks: [[0]]\n", - "[NeMo I 2024-12-23 20:24:29 megatron_init:444] Rank 0 has tensor model parallel rank: 0\n", - "[NeMo I 2024-12-23 20:24:29 megatron_init:464] Rank 0 has pipeline model parallel group: [0]\n", - "[NeMo I 2024-12-23 20:24:29 megatron_init:476] Rank 0 has embedding group: [0]\n", - "[NeMo I 2024-12-23 20:24:29 megatron_init:482] All pipeline model parallel group ranks: [[0]]\n", - "[NeMo I 2024-12-23 20:24:29 megatron_init:483] Rank 0 has pipeline model parallel rank 0\n", - "[NeMo I 2024-12-23 20:24:29 megatron_init:484] All embedding group ranks: [[0]]\n", - "[NeMo I 2024-12-23 20:24:29 megatron_init:485] Rank 0 has embedding rank: 0\n", - "Initializing distributed: GLOBAL_RANK: 0, MEMBER: 1/1\n", - "----------------------------------------------------------------------------------------------------\n", - "distributed_backend=nccl\n", - "All distributed processes registered. Starting with 1 processes\n", - "----------------------------------------------------------------------------------------------------\n", - "\n", - "2024-12-23 20:24:30 - /workspaces/bionemo-framework/sub-packages/bionemo-llm/src/bionemo/llm/model/config.py - WARNING - Loading /home/bionemo/.cache/bionemo/fb6e70cd6bd98fb8941b5de978e95db17a6b8596f1c03f4d641a6d2ba6599757-geneformer_10M_241113_nemo2.tar.gz.untar\n", - "[NeMo I 2024-12-23 20:24:32 base:44] Padded vocab_size: 25472, original vocab_size: 25429, dummy tokens: 43.\n", - "LOCAL_RANK: 0 - CUDA_VISIBLE_DEVICES: [0]\n", - "[NeMo W 2024-12-23 20:24:32 megatron_strategy:329] Could not copy Trainer's 'max_steps' to LR scheduler's 'max_steps'. If you are not using an LR scheduler, this warning can safely be ignored.\n", - "2024-12-23 20:24:32 - megatron.core.num_microbatches_calculator - INFO - setting number of microbatches to constant 1\n", - "[NeMo I 2024-12-23 20:24:32 megatron_parallel:549] > number of parameters on (tensor, pipeline) model parallel rank (0, 0): 10300032\n", - "2024-12-23 20:24:32 - megatron.core.distributed.distributed_data_parallel - INFO - Setting up DistributedDataParallel with config DistributedDataParallelConfig(grad_reduce_in_fp32=True, overlap_grad_reduce=False, overlap_param_gather=False, align_param_gather=False, use_distributed_optimizer=True, num_distributed_optimizer_instances=1, check_for_nan_in_grad=True, bucket_size=None, average_in_collective=False, fp8_param_gather=False)\n", - "2024-12-23 20:24:32 - megatron.core.distributed.param_and_grad_buffer - INFO - Number of buckets for gradient all-reduce / reduce-scatter: 1\n", - "Params for bucket 1 (10300032 elements):\n", - "\tmodule.lm_head.layer_norm.bias\n", - "\tmodule.encoder.layers.3.mlp.linear_fc2.bias\n", - "\tmodule.encoder.layers.4.mlp.linear_fc2.bias\n", - "\tmodule.encoder.layers.4.self_attention.linear_qkv.bias\n", - "\tmodule.encoder.layers.5.self_attention.linear_qkv.weight\n", - "\tmodule.encoder.layers.1.self_attention.linear_qkv.weight\n", - "\tmodule.encoder.layers.0.self_attention.linear_qkv.weight\n", - "\tmodule.encoder.layers.4.self_attention.linear_proj.weight\n", - "\tmodule.encoder.layers.3.mlp.linear_fc2.weight\n", - "\tmodule.encoder.layers.5.mlp.linear_fc1.layer_norm_weight\n", - "\tmodule.encoder.layers.1.self_attention.linear_proj.weight\n", - "\tmodule.output_layer.bias\n", - "\tmodule.encoder.layers.0.mlp.linear_fc1.weight\n", - "\tmodule.encoder.layers.4.self_attention.linear_qkv.weight\n", - "\tmodule.encoder.layers.2.self_attention.linear_qkv.layer_norm_weight\n", - "\tmodule.embedding.position_embeddings.weight\n", - "\tmodule.encoder.final_layernorm.weight\n", - "\tmodule.encoder.layers.5.self_attention.linear_proj.bias\n", - "\tmodule.lm_head.dense.bias\n", - "\tmodule.encoder.layers.4.mlp.linear_fc1.layer_norm_weight\n", - "\tmodule.encoder.layers.5.mlp.linear_fc2.weight\n", - "\tmodule.encoder.layers.3.self_attention.linear_proj.weight\n", - "\tmodule.encoder.layers.2.mlp.linear_fc1.layer_norm_weight\n", - "\tmodule.encoder.layers.3.self_attention.linear_qkv.weight\n", - "\tmodule.encoder.layers.0.self_attention.linear_qkv.layer_norm_weight\n", - "\tmodule.encoder.layers.2.self_attention.linear_qkv.layer_norm_bias\n", - "\tmodule.encoder.layers.0.self_attention.linear_proj.bias\n", - "\tmodule.encoder.layers.5.mlp.linear_fc1.layer_norm_bias\n", - "\tmodule.encoder.layers.1.mlp.linear_fc1.layer_norm_bias\n", - "\tmodule.encoder.layers.0.self_attention.linear_qkv.bias\n", - "\tmodule.encoder.layers.4.mlp.linear_fc2.weight\n", - "\tmodule.encoder.layers.3.self_attention.linear_qkv.layer_norm_weight\n", - "\tmodule.encoder.layers.0.mlp.linear_fc1.layer_norm_bias\n", - "\tmodule.encoder.final_layernorm.bias\n", - "\tmodule.encoder.layers.3.self_attention.linear_proj.bias\n", - "\tmodule.encoder.layers.1.mlp.linear_fc2.weight\n", - "\tmodule.encoder.layers.0.mlp.linear_fc1.bias\n", - "\tmodule.encoder.layers.5.mlp.linear_fc2.bias\n", - "\tmodule.encoder.layers.3.self_attention.linear_qkv.bias\n", - "\tmodule.encoder.layers.4.mlp.linear_fc1.layer_norm_bias\n", - "\tmodule.encoder.layers.2.self_attention.linear_qkv.bias\n", - "\tmodule.encoder.layers.5.mlp.linear_fc1.bias\n", - "\tmodule.encoder.layers.1.mlp.linear_fc1.bias\n", - "\tmodule.lm_head.dense.weight\n", - "\tmodule.encoder.layers.3.self_attention.linear_qkv.layer_norm_bias\n", - "\tmodule.encoder.layers.5.self_attention.linear_qkv.layer_norm_weight\n", - "\tmodule.encoder.layers.1.self_attention.linear_qkv.layer_norm_weight\n", - "\tmodule.encoder.layers.0.mlp.linear_fc2.weight\n", - "\tmodule.encoder.layers.3.mlp.linear_fc1.layer_norm_bias\n", - "\tmodule.encoder.layers.2.mlp.linear_fc1.bias\n", - "\tmodule.encoder.layers.0.mlp.linear_fc1.layer_norm_weight\n", - "\tmodule.encoder.layers.4.mlp.linear_fc1.bias\n", - "\tmodule.encoder.layers.2.self_attention.linear_qkv.weight\n", - "\tmodule.encoder.layers.2.self_attention.linear_proj.bias\n", - "\tmodule.encoder.layers.5.mlp.linear_fc1.weight\n", - "\tmodule.encoder.layers.1.mlp.linear_fc1.weight\n", - "\tmodule.encoder.layers.0.self_attention.linear_qkv.layer_norm_bias\n", - "\tmodule.encoder.layers.4.self_attention.linear_qkv.layer_norm_weight\n", - "\tmodule.encoder.layers.1.mlp.linear_fc1.layer_norm_weight\n", - "\tmodule.encoder.layers.0.self_attention.linear_proj.weight\n", - "\tmodule.encoder.layers.5.self_attention.linear_qkv.layer_norm_bias\n", - "\tmodule.encoder.layers.2.mlp.linear_fc2.bias\n", - "\tmodule.encoder.layers.1.self_attention.linear_qkv.layer_norm_bias\n", - "\tmodule.encoder.layers.1.self_attention.linear_proj.bias\n", - "\tmodule.encoder.layers.3.mlp.linear_fc1.bias\n", - "\tmodule.encoder.layers.2.mlp.linear_fc1.weight\n", - "\tmodule.encoder.layers.4.mlp.linear_fc1.weight\n", - "\tmodule.encoder.layers.4.self_attention.linear_proj.bias\n", - "\tmodule.lm_head.layer_norm.weight\n", - "\tmodule.encoder.layers.2.self_attention.linear_proj.weight\n", - "\tmodule.encoder.layers.1.mlp.linear_fc2.bias\n", - "\tmodule.encoder.layers.4.self_attention.linear_qkv.layer_norm_bias\n", - "\tmodule.encoder.layers.2.mlp.linear_fc1.layer_norm_bias\n", - "\tmodule.embedding.word_embeddings.weight\n", - "\tmodule.encoder.layers.5.self_attention.linear_qkv.bias\n", - "\tmodule.encoder.layers.1.self_attention.linear_qkv.bias\n", - "\tmodule.encoder.layers.3.mlp.linear_fc1.weight\n", - "\tmodule.encoder.layers.3.mlp.linear_fc1.layer_norm_weight\n", - "\tmodule.encoder.layers.0.mlp.linear_fc2.bias\n", - "\tmodule.encoder.layers.5.self_attention.linear_proj.weight\n", - "\tmodule.encoder.layers.2.mlp.linear_fc2.weight\n", - "2024-12-23 20:24:32 - megatron.core.optimizer - INFO - Setting up optimizer with config OptimizerConfig(optimizer='adam', lr=0.0001, min_lr=None, decoupled_lr=None, decoupled_min_lr=None, weight_decay=0.01, fp16=False, bf16=True, params_dtype=torch.float32, loss_scale=None, initial_loss_scale=4294967296, min_loss_scale=1.0, loss_scale_window=1000, hysteresis=2, adam_beta1=0.9, adam_beta2=0.999, adam_eps=1e-08, sgd_momentum=0.9, use_distributed_optimizer=True, overlap_param_gather_with_optimizer_step=False, clip_grad=1.0, log_num_zeros_in_grad=False, barrier_with_L1_time=False, timers=None, config_logger_dir='')\n", - "2024-12-23 20:24:32 - root - INFO - Instantiating MegatronPretrainingSampler with total_samples: 8192 and consumed_samples: 0\n", - "2024-12-23 20:24:59 - root - INFO - Inference predictions are stored in /home/bionemo/.cache/bionemo/notebook_tutorials/geneformer_celltype_classification/results_10m_bnmo2.pt/predictions__rank_0.pt\n", - "dict_keys(['token_logits', 'binary_logits', 'input_ids', 'embeddings'])\n" - ] - } - ], + "outputs": [], "source": [ - "!infer_geneformer \\\n", - " --data-dir {data_dir} \\\n", - " --checkpoint-path {geneformer_10m_bnmo2} \\\n", - " --results-path {result_path_10m_bnmo2} \\\n", - " --micro-batch-size {micro_batch_size} \\\n", - " --seq-len 2048 \\\n", - " --num-dataset-workers 10 \\\n", - " --num-gpus 1 \\\n", - " --include-input-ids\n" + "# !infer_geneformer \\\n", + "# --data-dir {data_dir} \\\n", + "# --checkpoint-path {geneformer_10m_bnmo2} \\\n", + "# --results-path {result_path_10m_bnmo2} \\\n", + "# --micro-batch-size {micro_batch_size} \\\n", + "# --seq-len 2048 \\\n", + "# --num-dataset-workers 10 \\\n", + "# --num-gpus 1 \\\n", + "# --include-input-ids" ] }, { @@ -572,141 +349,49 @@ "name": "stdout", "output_type": "stream", "text": [ - "[NeMo W 2024-12-23 20:25:16 nemo_logging:361] /usr/local/lib/python3.10/dist-packages/pydub/utils.py:170: RuntimeWarning: Couldn't find ffmpeg or avconv - defaulting to ffmpeg, but may not work\n", - " warn(\"Couldn't find ffmpeg or avconv - defaulting to ffmpeg, but may not work\", RuntimeWarning)\n", - " \n", - "[NeMo W 2024-12-23 20:25:17 nemo_logging:361] /usr/local/lib/python3.10/dist-packages/pyannote/core/notebook.py:134: MatplotlibDeprecationWarning: The get_cmap function was deprecated in Matplotlib 3.7 and will be removed in 3.11. Use ``matplotlib.colormaps[name]`` or ``matplotlib.colormaps.get_cmap()`` or ``pyplot.get_cmap()`` instead.\n", + "[NeMo W 2025-01-23 16:26:41 nemo_logging:405] /usr/local/lib/python3.12/dist-packages/pyannote/core/notebook.py:134: MatplotlibDeprecationWarning: The get_cmap function was deprecated in Matplotlib 3.7 and will be removed in 3.11. Use ``matplotlib.colormaps[name]`` or ``matplotlib.colormaps.get_cmap()`` or ``pyplot.get_cmap()`` instead.\n", " cm = get_cmap(\"Set1\")\n", " \n", - "[NeMo W 2024-12-23 20:25:20 preprocess:101] Tokenizer vocab file: /home/bionemo/.cache/bionemo/d8e3ea569bc43768c24aa651aff77722df202078415528497c22394046b08cc3-singlecell-scdltestdata-20241203.tar.gz.untar/cellxgene_2023-12-15_small_processed_scdl/train/geneformer.vocab already exists. Overwriting...\n", - "[NeMo I 2024-12-23 20:25:20 remote:136] No checksum provided, filename exists. Assuming it is complete.\n", - "[NeMo I 2024-12-23 20:25:20 remote:124] Resource already exists, skipping download: https://huggingface.co/ctheodoris/Geneformer/resolve/main/geneformer/gene_dictionaries_30m/gene_name_id_dict_gc30M.pkl?download=true\n", - "[NeMo I 2024-12-23 20:25:20 remote:136] No checksum provided, filename exists. Assuming it is complete.\n", - "[NeMo I 2024-12-23 20:25:20 remote:136] No checksum provided, filename exists. Assuming it is complete.\n", - "[NeMo I 2024-12-23 20:25:20 remote:124] Resource already exists, skipping download: https://huggingface.co/ctheodoris/Geneformer/resolve/main/geneformer/gene_dictionaries_30m/gene_median_dictionary_gc30M.pkl?download=true\n", - "[NeMo I 2024-12-23 20:25:20 remote:136] No checksum provided, filename exists. Assuming it is complete.\n", - "[NeMo I 2024-12-23 20:25:20 infer_geneformer:83] *************** Preprocessing Finished ************\n", - "GPU available: True (cuda), used: True\n", - "TPU available: False, using: 0 TPU cores\n", - "HPU available: False, using: 0 HPUs\n", - "[NeMo I 2024-12-23 20:25:20 megatron_strategy:315] Fixing mis-match between ddp-config & mcore-optimizer config\n", - "[NeMo I 2024-12-23 20:25:20 megatron_init:396] Rank 0 has data parallel group : [0]\n", - "[NeMo I 2024-12-23 20:25:20 megatron_init:402] Rank 0 has combined group of data parallel and context parallel : [0]\n", - "[NeMo I 2024-12-23 20:25:20 megatron_init:407] All data parallel group ranks with context parallel combined: [[0]]\n", - "[NeMo I 2024-12-23 20:25:20 megatron_init:410] Ranks 0 has data parallel rank: 0\n", - "[NeMo I 2024-12-23 20:25:20 megatron_init:418] Rank 0 has context parallel group: [0]\n", - "[NeMo I 2024-12-23 20:25:20 megatron_init:421] All context parallel group ranks: [[0]]\n", - "[NeMo I 2024-12-23 20:25:20 megatron_init:422] Ranks 0 has context parallel rank: 0\n", - "[NeMo I 2024-12-23 20:25:20 megatron_init:429] Rank 0 has model parallel group: [0]\n", - "[NeMo I 2024-12-23 20:25:20 megatron_init:430] All model parallel group ranks: [[0]]\n", - "[NeMo I 2024-12-23 20:25:20 megatron_init:439] Rank 0 has tensor model parallel group: [0]\n", - "[NeMo I 2024-12-23 20:25:20 megatron_init:443] All tensor model parallel group ranks: [[0]]\n", - "[NeMo I 2024-12-23 20:25:20 megatron_init:444] Rank 0 has tensor model parallel rank: 0\n", - "[NeMo I 2024-12-23 20:25:20 megatron_init:464] Rank 0 has pipeline model parallel group: [0]\n", - "[NeMo I 2024-12-23 20:25:20 megatron_init:476] Rank 0 has embedding group: [0]\n", - "[NeMo I 2024-12-23 20:25:20 megatron_init:482] All pipeline model parallel group ranks: [[0]]\n", - "[NeMo I 2024-12-23 20:25:20 megatron_init:483] Rank 0 has pipeline model parallel rank 0\n", - "[NeMo I 2024-12-23 20:25:20 megatron_init:484] All embedding group ranks: [[0]]\n", - "[NeMo I 2024-12-23 20:25:20 megatron_init:485] Rank 0 has embedding rank: 0\n", + "[NeMo W 2025-01-23 16:26:45 nemo_logging:405] Tokenizer vocab file: /root/.cache/bionemo/d8e3ea569bc43768c24aa651aff77722df202078415528497c22394046b08cc3-singlecell-scdltestdata-20241203.tar.gz.untar/cellxgene_2023-12-15_small_processed_scdl/train/geneformer.vocab already exists. Overwriting...\n", + "[NeMo I 2025-01-23 16:26:45 nemo_logging:393] No checksum provided, filename exists. Assuming it is complete.\n", + "[NeMo I 2025-01-23 16:26:45 nemo_logging:393] Resource already exists, skipping download: https://huggingface.co/ctheodoris/Geneformer/resolve/main/geneformer/gene_dictionaries_30m/gene_name_id_dict_gc30M.pkl?download=true\n", + "[NeMo I 2025-01-23 16:26:45 nemo_logging:393] No checksum provided, filename exists. Assuming it is complete.\n", + "[NeMo I 2025-01-23 16:26:45 nemo_logging:393] No checksum provided, filename exists. Assuming it is complete.\n", + "[NeMo I 2025-01-23 16:26:45 nemo_logging:393] Resource already exists, skipping download: https://huggingface.co/ctheodoris/Geneformer/resolve/main/geneformer/gene_dictionaries_30m/gene_median_dictionary_gc30M.pkl?download=true\n", + "[NeMo I 2025-01-23 16:26:45 nemo_logging:393] No checksum provided, filename exists. Assuming it is complete.\n", + "[NeMo I 2025-01-23 16:26:45 nemo_logging:393] *************** Preprocessing Finished ************\n", + "[INFO | pytorch_lightning.utilities.rank_zero]: GPU available: True (cuda), used: True\n", + "[INFO | pytorch_lightning.utilities.rank_zero]: TPU available: False, using: 0 TPU cores\n", + "[INFO | pytorch_lightning.utilities.rank_zero]: HPU available: False, using: 0 HPUs\n", + "[NeMo I 2025-01-23 16:26:45 nemo_logging:393] Fixing mis-match between ddp-config & mcore-optimizer config\n", + "[NeMo I 2025-01-23 16:26:45 nemo_logging:393] Rank 0 has data parallel group : [0]\n", + "[NeMo I 2025-01-23 16:26:45 nemo_logging:393] Rank 0 has combined group of data parallel and context parallel : [0]\n", + "[NeMo I 2025-01-23 16:26:45 nemo_logging:393] All data parallel group ranks with context parallel combined: [[0]]\n", + "[NeMo I 2025-01-23 16:26:45 nemo_logging:393] Ranks 0 has data parallel rank: 0\n", + "[NeMo I 2025-01-23 16:26:45 nemo_logging:393] Rank 0 has context parallel group: [0]\n", + "[NeMo I 2025-01-23 16:26:45 nemo_logging:393] All context parallel group ranks: [[0]]\n", + "[NeMo I 2025-01-23 16:26:45 nemo_logging:393] Ranks 0 has context parallel rank: 0\n", + "[NeMo I 2025-01-23 16:26:45 nemo_logging:393] Rank 0 has model parallel group: [0]\n", + "[NeMo I 2025-01-23 16:26:45 nemo_logging:393] All model parallel group ranks: [[0]]\n", + "[NeMo I 2025-01-23 16:26:45 nemo_logging:393] Rank 0 has tensor model parallel group: [0]\n", + "[NeMo I 2025-01-23 16:26:45 nemo_logging:393] All tensor model parallel group ranks: [[0]]\n", + "[NeMo I 2025-01-23 16:26:45 nemo_logging:393] Rank 0 has tensor model parallel rank: 0\n", + "[NeMo I 2025-01-23 16:26:45 nemo_logging:393] Rank 0 has pipeline model parallel group: [0]\n", + "[NeMo I 2025-01-23 16:26:45 nemo_logging:393] Rank 0 has embedding group: [0]\n", + "[NeMo I 2025-01-23 16:26:45 nemo_logging:393] All pipeline model parallel group ranks: [[0]]\n", + "[NeMo I 2025-01-23 16:26:45 nemo_logging:393] Rank 0 has pipeline model parallel rank 0\n", + "[NeMo I 2025-01-23 16:26:45 nemo_logging:393] All embedding group ranks: [[0]]\n", + "[NeMo I 2025-01-23 16:26:45 nemo_logging:393] Rank 0 has embedding rank: 0\n", "Initializing distributed: GLOBAL_RANK: 0, MEMBER: 1/1\n", - "----------------------------------------------------------------------------------------------------\n", + "[INFO | pytorch_lightning.utilities.rank_zero]: ----------------------------------------------------------------------------------------------------\n", "distributed_backend=nccl\n", "All distributed processes registered. Starting with 1 processes\n", "----------------------------------------------------------------------------------------------------\n", "\n", - "[NeMo I 2024-12-23 20:25:21 base:44] Padded vocab_size: 25472, original vocab_size: 25429, dummy tokens: 43.\n", - "LOCAL_RANK: 0 - CUDA_VISIBLE_DEVICES: [0]\n", - "[NeMo W 2024-12-23 20:25:21 megatron_strategy:329] Could not copy Trainer's 'max_steps' to LR scheduler's 'max_steps'. If you are not using an LR scheduler, this warning can safely be ignored.\n", - "2024-12-23 20:25:21 - megatron.core.num_microbatches_calculator - INFO - setting number of microbatches to constant 1\n", - "[NeMo I 2024-12-23 20:25:21 megatron_parallel:549] > number of parameters on (tensor, pipeline) model parallel rank (0, 0): 10300032\n", - "2024-12-23 20:25:21 - megatron.core.distributed.distributed_data_parallel - INFO - Setting up DistributedDataParallel with config DistributedDataParallelConfig(grad_reduce_in_fp32=True, overlap_grad_reduce=False, overlap_param_gather=False, align_param_gather=False, use_distributed_optimizer=True, num_distributed_optimizer_instances=1, check_for_nan_in_grad=True, bucket_size=None, average_in_collective=False, fp8_param_gather=False)\n", - "2024-12-23 20:25:21 - megatron.core.distributed.param_and_grad_buffer - INFO - Number of buckets for gradient all-reduce / reduce-scatter: 1\n", - "Params for bucket 1 (10300032 elements):\n", - "\tmodule.lm_head.layer_norm.weight\n", - "\tmodule.encoder.layers.4.mlp.linear_fc2.bias\n", - "\tmodule.encoder.layers.5.mlp.linear_fc2.weight\n", - "\tmodule.encoder.layers.1.self_attention.linear_qkv.bias\n", - "\tmodule.encoder.final_layernorm.weight\n", - "\tmodule.encoder.layers.5.self_attention.linear_proj.bias\n", - "\tmodule.encoder.layers.0.mlp.linear_fc2.bias\n", - "\tmodule.encoder.final_layernorm.bias\n", - "\tmodule.encoder.layers.4.mlp.linear_fc1.layer_norm_bias\n", - "\tmodule.encoder.layers.1.self_attention.linear_proj.weight\n", - "\tmodule.encoder.layers.5.mlp.linear_fc1.bias\n", - "\tmodule.encoder.layers.3.mlp.linear_fc2.bias\n", - "\tmodule.encoder.layers.2.mlp.linear_fc2.bias\n", - "\tmodule.encoder.layers.4.mlp.linear_fc2.weight\n", - "\tmodule.encoder.layers.0.self_attention.linear_qkv.layer_norm_bias\n", - "\tmodule.encoder.layers.5.self_attention.linear_qkv.layer_norm_weight\n", - "\tmodule.encoder.layers.1.self_attention.linear_qkv.weight\n", - "\tmodule.encoder.layers.3.mlp.linear_fc1.layer_norm_bias\n", - "\tmodule.encoder.layers.2.mlp.linear_fc1.layer_norm_bias\n", - "\tmodule.encoder.layers.1.self_attention.linear_proj.bias\n", - "\tmodule.encoder.layers.4.mlp.linear_fc1.bias\n", - "\tmodule.encoder.layers.1.mlp.linear_fc1.layer_norm_weight\n", - "\tmodule.encoder.layers.0.mlp.linear_fc1.layer_norm_weight\n", - "\tmodule.encoder.layers.5.mlp.linear_fc1.weight\n", - "\tmodule.encoder.layers.3.mlp.linear_fc2.weight\n", - "\tmodule.encoder.layers.2.mlp.linear_fc2.weight\n", - "\tmodule.encoder.layers.4.self_attention.linear_qkv.layer_norm_weight\n", - "\tmodule.encoder.layers.0.self_attention.linear_qkv.bias\n", - "\tmodule.encoder.layers.5.self_attention.linear_qkv.layer_norm_bias\n", - "\tmodule.encoder.layers.3.self_attention.linear_proj.bias\n", - "\tmodule.encoder.layers.3.mlp.linear_fc1.bias\n", - "\tmodule.encoder.layers.2.mlp.linear_fc1.bias\n", - "\tmodule.encoder.layers.0.self_attention.linear_proj.bias\n", - "\tmodule.encoder.layers.4.mlp.linear_fc1.weight\n", - "\tmodule.encoder.layers.1.mlp.linear_fc2.weight\n", - "\tmodule.lm_head.layer_norm.bias\n", - "\tmodule.lm_head.dense.bias\n", - "\tmodule.encoder.layers.3.self_attention.linear_qkv.layer_norm_weight\n", - "\tmodule.encoder.layers.2.self_attention.linear_qkv.layer_norm_weight\n", - "\tmodule.encoder.layers.1.mlp.linear_fc2.bias\n", - "\tmodule.embedding.position_embeddings.weight\n", - "\tmodule.encoder.layers.4.self_attention.linear_qkv.layer_norm_bias\n", - "\tmodule.encoder.layers.0.self_attention.linear_qkv.weight\n", - "\tmodule.encoder.layers.5.self_attention.linear_qkv.bias\n", - "\tmodule.encoder.layers.1.mlp.linear_fc1.layer_norm_bias\n", - "\tmodule.lm_head.dense.weight\n", - "\tmodule.encoder.layers.3.mlp.linear_fc1.weight\n", - "\tmodule.encoder.layers.2.mlp.linear_fc1.weight\n", - "\tmodule.encoder.layers.0.self_attention.linear_proj.weight\n", - "\tmodule.encoder.layers.5.self_attention.linear_proj.weight\n", - "\tmodule.encoder.layers.2.self_attention.linear_proj.weight\n", - "\tmodule.output_layer.bias\n", - "\tmodule.encoder.layers.3.self_attention.linear_qkv.layer_norm_bias\n", - "\tmodule.encoder.layers.2.self_attention.linear_qkv.layer_norm_bias\n", - "\tmodule.encoder.layers.4.self_attention.linear_qkv.bias\n", - "\tmodule.encoder.layers.2.self_attention.linear_proj.bias\n", - "\tmodule.encoder.layers.5.self_attention.linear_qkv.weight\n", - "\tmodule.encoder.layers.1.mlp.linear_fc1.bias\n", - "\tmodule.encoder.layers.0.mlp.linear_fc1.layer_norm_bias\n", - "\tmodule.encoder.layers.4.self_attention.linear_proj.bias\n", - "\tmodule.encoder.layers.3.self_attention.linear_proj.weight\n", - "\tmodule.encoder.layers.5.mlp.linear_fc1.layer_norm_weight\n", - "\tmodule.encoder.layers.1.self_attention.linear_qkv.layer_norm_weight\n", - "\tmodule.encoder.layers.4.self_attention.linear_proj.weight\n", - "\tmodule.encoder.layers.3.mlp.linear_fc1.layer_norm_weight\n", - "\tmodule.encoder.layers.2.self_attention.linear_qkv.bias\n", - "\tmodule.encoder.layers.0.mlp.linear_fc2.weight\n", - "\tmodule.encoder.layers.4.self_attention.linear_qkv.weight\n", - "\tmodule.encoder.layers.0.mlp.linear_fc1.bias\n", - "\tmodule.encoder.layers.1.mlp.linear_fc1.weight\n", - "\tmodule.encoder.layers.0.self_attention.linear_qkv.layer_norm_weight\n", - "\tmodule.encoder.layers.4.mlp.linear_fc1.layer_norm_weight\n", - "\tmodule.encoder.layers.3.self_attention.linear_qkv.weight\n", - "\tmodule.encoder.layers.5.mlp.linear_fc2.bias\n", - "\tmodule.encoder.layers.1.self_attention.linear_qkv.layer_norm_bias\n", - "\tmodule.encoder.layers.3.self_attention.linear_qkv.bias\n", - "\tmodule.encoder.layers.2.self_attention.linear_qkv.weight\n", - "\tmodule.encoder.layers.0.mlp.linear_fc1.weight\n", - "\tmodule.encoder.layers.5.mlp.linear_fc1.layer_norm_bias\n", - "\tmodule.encoder.layers.2.mlp.linear_fc1.layer_norm_weight\n", - "\tmodule.embedding.word_embeddings.weight\n", - "2024-12-23 20:25:21 - megatron.core.optimizer - INFO - Setting up optimizer with config OptimizerConfig(optimizer='adam', lr=0.0001, min_lr=None, decoupled_lr=None, decoupled_min_lr=None, weight_decay=0.01, fp16=False, bf16=True, params_dtype=torch.float32, loss_scale=None, initial_loss_scale=4294967296, min_loss_scale=1.0, loss_scale_window=1000, hysteresis=2, adam_beta1=0.9, adam_beta2=0.999, adam_eps=1e-08, sgd_momentum=0.9, use_distributed_optimizer=True, overlap_param_gather_with_optimizer_step=False, clip_grad=1.0, log_num_zeros_in_grad=False, barrier_with_L1_time=False, timers=None, config_logger_dir='')\n", - "2024-12-23 20:25:21 - root - INFO - Instantiating MegatronPretrainingSampler with total_samples: 8192 and consumed_samples: 0\n", - "2024-12-23 20:25:47 - root - INFO - Inference predictions are stored in /home/bionemo/.cache/bionemo/notebook_tutorials/geneformer_celltype_classification/results_10m_randomweights.pt/predictions__rank_0.pt\n", - "dict_keys(['token_logits', 'binary_logits', 'input_ids', 'embeddings'])\n" + "[NeMo I 2025-01-23 16:26:46 nemo_logging:393] Padded vocab_size: 25472, original vocab_size: 25429, dummy tokens: 43.\n", + "LOCAL_RANK: 0 - CUDA_VISIBLE_DEVICES: [0,1]\n", + "[NeMo W 2025-01-23 16:26:46 nemo_logging:405] Could not copy Trainer's 'max_steps' to LR scheduler's 'max_steps'. If you are not using an LR scheduler, this warning can safely be ignored.\n", + "[NeMo I 2025-01-23 16:26:46 nemo_logging:393] > number of parameters on (tensor, pipeline) model parallel rank (0, 0): 10300032\n" ] } ], @@ -718,7 +403,7 @@ " --seq-len 2048 \\\n", " --num-dataset-workers 10 \\\n", " --num-gpus 1 \\\n", - " --include-input-ids\n" + " --include-input-ids" ] }, { @@ -730,214 +415,50 @@ "name": "stdout", "output_type": "stream", "text": [ - "[NeMo W 2024-12-23 20:26:04 nemo_logging:361] /usr/local/lib/python3.10/dist-packages/pydub/utils.py:170: RuntimeWarning: Couldn't find ffmpeg or avconv - defaulting to ffmpeg, but may not work\n", - " warn(\"Couldn't find ffmpeg or avconv - defaulting to ffmpeg, but may not work\", RuntimeWarning)\n", - " \n", - "[NeMo W 2024-12-23 20:26:04 nemo_logging:361] /usr/local/lib/python3.10/dist-packages/pyannote/core/notebook.py:134: MatplotlibDeprecationWarning: The get_cmap function was deprecated in Matplotlib 3.7 and will be removed in 3.11. Use ``matplotlib.colormaps[name]`` or ``matplotlib.colormaps.get_cmap()`` or ``pyplot.get_cmap()`` instead.\n", + "[NeMo W 2025-01-23 16:27:23 nemo_logging:405] /usr/local/lib/python3.12/dist-packages/pyannote/core/notebook.py:134: MatplotlibDeprecationWarning: The get_cmap function was deprecated in Matplotlib 3.7 and will be removed in 3.11. Use ``matplotlib.colormaps[name]`` or ``matplotlib.colormaps.get_cmap()`` or ``pyplot.get_cmap()`` instead.\n", " cm = get_cmap(\"Set1\")\n", " \n", - "[NeMo W 2024-12-23 20:26:08 preprocess:101] Tokenizer vocab file: /home/bionemo/.cache/bionemo/d8e3ea569bc43768c24aa651aff77722df202078415528497c22394046b08cc3-singlecell-scdltestdata-20241203.tar.gz.untar/cellxgene_2023-12-15_small_processed_scdl/train/geneformer.vocab already exists. Overwriting...\n", - "[NeMo I 2024-12-23 20:26:08 remote:136] No checksum provided, filename exists. Assuming it is complete.\n", - "[NeMo I 2024-12-23 20:26:08 remote:124] Resource already exists, skipping download: https://huggingface.co/ctheodoris/Geneformer/resolve/main/geneformer/gene_dictionaries_30m/gene_name_id_dict_gc30M.pkl?download=true\n", - "[NeMo I 2024-12-23 20:26:08 remote:136] No checksum provided, filename exists. Assuming it is complete.\n", - "[NeMo I 2024-12-23 20:26:08 remote:136] No checksum provided, filename exists. Assuming it is complete.\n", - "[NeMo I 2024-12-23 20:26:08 remote:124] Resource already exists, skipping download: https://huggingface.co/ctheodoris/Geneformer/resolve/main/geneformer/gene_dictionaries_30m/gene_median_dictionary_gc30M.pkl?download=true\n", - "[NeMo I 2024-12-23 20:26:08 remote:136] No checksum provided, filename exists. Assuming it is complete.\n", - "[NeMo I 2024-12-23 20:26:08 infer_geneformer:83] *************** Preprocessing Finished ************\n", - "GPU available: True (cuda), used: True\n", - "TPU available: False, using: 0 TPU cores\n", - "HPU available: False, using: 0 HPUs\n", - "[NeMo I 2024-12-23 20:26:08 megatron_strategy:315] Fixing mis-match between ddp-config & mcore-optimizer config\n", - "[NeMo I 2024-12-23 20:26:08 megatron_init:396] Rank 0 has data parallel group : [0]\n", - "[NeMo I 2024-12-23 20:26:08 megatron_init:402] Rank 0 has combined group of data parallel and context parallel : [0]\n", - "[NeMo I 2024-12-23 20:26:08 megatron_init:407] All data parallel group ranks with context parallel combined: [[0]]\n", - "[NeMo I 2024-12-23 20:26:08 megatron_init:410] Ranks 0 has data parallel rank: 0\n", - "[NeMo I 2024-12-23 20:26:08 megatron_init:418] Rank 0 has context parallel group: [0]\n", - "[NeMo I 2024-12-23 20:26:08 megatron_init:421] All context parallel group ranks: [[0]]\n", - "[NeMo I 2024-12-23 20:26:08 megatron_init:422] Ranks 0 has context parallel rank: 0\n", - "[NeMo I 2024-12-23 20:26:08 megatron_init:429] Rank 0 has model parallel group: [0]\n", - "[NeMo I 2024-12-23 20:26:08 megatron_init:430] All model parallel group ranks: [[0]]\n", - "[NeMo I 2024-12-23 20:26:08 megatron_init:439] Rank 0 has tensor model parallel group: [0]\n", - "[NeMo I 2024-12-23 20:26:08 megatron_init:443] All tensor model parallel group ranks: [[0]]\n", - "[NeMo I 2024-12-23 20:26:08 megatron_init:444] Rank 0 has tensor model parallel rank: 0\n", - "[NeMo I 2024-12-23 20:26:08 megatron_init:464] Rank 0 has pipeline model parallel group: [0]\n", - "[NeMo I 2024-12-23 20:26:08 megatron_init:476] Rank 0 has embedding group: [0]\n", - "[NeMo I 2024-12-23 20:26:08 megatron_init:482] All pipeline model parallel group ranks: [[0]]\n", - "[NeMo I 2024-12-23 20:26:08 megatron_init:483] Rank 0 has pipeline model parallel rank 0\n", - "[NeMo I 2024-12-23 20:26:08 megatron_init:484] All embedding group ranks: [[0]]\n", - "[NeMo I 2024-12-23 20:26:08 megatron_init:485] Rank 0 has embedding rank: 0\n", + "[NeMo W 2025-01-23 16:27:26 nemo_logging:405] Tokenizer vocab file: /root/.cache/bionemo/d8e3ea569bc43768c24aa651aff77722df202078415528497c22394046b08cc3-singlecell-scdltestdata-20241203.tar.gz.untar/cellxgene_2023-12-15_small_processed_scdl/train/geneformer.vocab already exists. Overwriting...\n", + "[NeMo I 2025-01-23 16:27:26 nemo_logging:393] No checksum provided, filename exists. Assuming it is complete.\n", + "[NeMo I 2025-01-23 16:27:26 nemo_logging:393] Resource already exists, skipping download: https://huggingface.co/ctheodoris/Geneformer/resolve/main/geneformer/gene_dictionaries_30m/gene_name_id_dict_gc30M.pkl?download=true\n", + "[NeMo I 2025-01-23 16:27:26 nemo_logging:393] No checksum provided, filename exists. Assuming it is complete.\n", + "[NeMo I 2025-01-23 16:27:26 nemo_logging:393] No checksum provided, filename exists. Assuming it is complete.\n", + "[NeMo I 2025-01-23 16:27:26 nemo_logging:393] Resource already exists, skipping download: https://huggingface.co/ctheodoris/Geneformer/resolve/main/geneformer/gene_dictionaries_30m/gene_median_dictionary_gc30M.pkl?download=true\n", + "[NeMo I 2025-01-23 16:27:26 nemo_logging:393] No checksum provided, filename exists. Assuming it is complete.\n", + "[NeMo I 2025-01-23 16:27:27 nemo_logging:393] *************** Preprocessing Finished ************\n", + "[INFO | pytorch_lightning.utilities.rank_zero]: GPU available: True (cuda), used: True\n", + "[INFO | pytorch_lightning.utilities.rank_zero]: TPU available: False, using: 0 TPU cores\n", + "[INFO | pytorch_lightning.utilities.rank_zero]: HPU available: False, using: 0 HPUs\n", + "[NeMo I 2025-01-23 16:27:27 nemo_logging:393] Fixing mis-match between ddp-config & mcore-optimizer config\n", + "[NeMo I 2025-01-23 16:27:27 nemo_logging:393] Rank 0 has data parallel group : [0]\n", + "[NeMo I 2025-01-23 16:27:27 nemo_logging:393] Rank 0 has combined group of data parallel and context parallel : [0]\n", + "[NeMo I 2025-01-23 16:27:27 nemo_logging:393] All data parallel group ranks with context parallel combined: [[0]]\n", + "[NeMo I 2025-01-23 16:27:27 nemo_logging:393] Ranks 0 has data parallel rank: 0\n", + "[NeMo I 2025-01-23 16:27:27 nemo_logging:393] Rank 0 has context parallel group: [0]\n", + "[NeMo I 2025-01-23 16:27:27 nemo_logging:393] All context parallel group ranks: [[0]]\n", + "[NeMo I 2025-01-23 16:27:27 nemo_logging:393] Ranks 0 has context parallel rank: 0\n", + "[NeMo I 2025-01-23 16:27:27 nemo_logging:393] Rank 0 has model parallel group: [0]\n", + "[NeMo I 2025-01-23 16:27:27 nemo_logging:393] All model parallel group ranks: [[0]]\n", + "[NeMo I 2025-01-23 16:27:27 nemo_logging:393] Rank 0 has tensor model parallel group: [0]\n", + "[NeMo I 2025-01-23 16:27:27 nemo_logging:393] All tensor model parallel group ranks: [[0]]\n", + "[NeMo I 2025-01-23 16:27:27 nemo_logging:393] Rank 0 has tensor model parallel rank: 0\n", + "[NeMo I 2025-01-23 16:27:27 nemo_logging:393] Rank 0 has pipeline model parallel group: [0]\n", + "[NeMo I 2025-01-23 16:27:27 nemo_logging:393] Rank 0 has embedding group: [0]\n", + "[NeMo I 2025-01-23 16:27:27 nemo_logging:393] All pipeline model parallel group ranks: [[0]]\n", + "[NeMo I 2025-01-23 16:27:27 nemo_logging:393] Rank 0 has pipeline model parallel rank 0\n", + "[NeMo I 2025-01-23 16:27:27 nemo_logging:393] All embedding group ranks: [[0]]\n", + "[NeMo I 2025-01-23 16:27:27 nemo_logging:393] Rank 0 has embedding rank: 0\n", "Initializing distributed: GLOBAL_RANK: 0, MEMBER: 1/1\n", - "----------------------------------------------------------------------------------------------------\n", + "[INFO | pytorch_lightning.utilities.rank_zero]: ----------------------------------------------------------------------------------------------------\n", "distributed_backend=nccl\n", "All distributed processes registered. Starting with 1 processes\n", "----------------------------------------------------------------------------------------------------\n", "\n", - "2024-12-23 20:26:08 - /workspaces/bionemo-framework/sub-packages/bionemo-llm/src/bionemo/llm/model/config.py - WARNING - Loading /home/bionemo/.cache/bionemo/7d67a526379eb8581f2aaaf03425ae9ec81a38570b24ddc8b22818e5d26ea772-geneformer_106M_240530_nemo2.tar.gz.untar\n", - "[NeMo I 2024-12-23 20:26:11 base:44] Padded vocab_size: 25472, original vocab_size: 25429, dummy tokens: 43.\n", - "LOCAL_RANK: 0 - CUDA_VISIBLE_DEVICES: [0]\n", - "[NeMo W 2024-12-23 20:26:11 megatron_strategy:329] Could not copy Trainer's 'max_steps' to LR scheduler's 'max_steps'. If you are not using an LR scheduler, this warning can safely be ignored.\n", - "2024-12-23 20:26:11 - megatron.core.num_microbatches_calculator - INFO - setting number of microbatches to constant 1\n", - "[NeMo I 2024-12-23 20:26:11 megatron_parallel:549] > number of parameters on (tensor, pipeline) model parallel rank (0, 0): 106808960\n", - "2024-12-23 20:26:11 - megatron.core.distributed.distributed_data_parallel - INFO - Setting up DistributedDataParallel with config DistributedDataParallelConfig(grad_reduce_in_fp32=True, overlap_grad_reduce=False, overlap_param_gather=False, align_param_gather=False, use_distributed_optimizer=True, num_distributed_optimizer_instances=1, check_for_nan_in_grad=True, bucket_size=None, average_in_collective=False, fp8_param_gather=False)\n", - "2024-12-23 20:26:11 - megatron.core.distributed.param_and_grad_buffer - INFO - Number of buckets for gradient all-reduce / reduce-scatter: 1\n", - "Params for bucket 1 (106808960 elements):\n", - "\tmodule.encoder.layers.10.mlp.linear_fc1.layer_norm_bias\n", - "\tmodule.encoder.layers.8.self_attention.linear_proj.weight\n", - "\tmodule.encoder.layers.7.self_attention.linear_proj.bias\n", - "\tmodule.encoder.layers.1.self_attention.linear_qkv.bias\n", - "\tmodule.encoder.layers.11.mlp.linear_fc1.bias\n", - "\tmodule.encoder.layers.9.mlp.linear_fc1.layer_norm_weight\n", - "\tmodule.encoder.layers.5.self_attention.linear_qkv.layer_norm_weight\n", - "\tmodule.encoder.layers.4.mlp.linear_fc2.bias\n", - "\tmodule.encoder.layers.0.self_attention.linear_proj.weight\n", - "\tmodule.lm_head.dense.bias\n", - "\tmodule.encoder.layers.7.self_attention.linear_qkv.bias\n", - "\tmodule.encoder.layers.6.self_attention.linear_qkv.layer_norm_bias\n", - "\tmodule.encoder.layers.3.mlp.linear_fc1.layer_norm_bias\n", - "\tmodule.encoder.layers.1.self_attention.linear_proj.weight\n", - "\tmodule.encoder.layers.11.self_attention.linear_qkv.layer_norm_weight\n", - "\tmodule.encoder.layers.8.self_attention.linear_qkv.weight\n", - "\tmodule.encoder.layers.6.mlp.linear_fc1.weight\n", - "\tmodule.encoder.layers.4.mlp.linear_fc1.bias\n", - "\tmodule.encoder.layers.2.mlp.linear_fc2.weight\n", - "\tmodule.encoder.layers.11.mlp.linear_fc2.bias\n", - "\tmodule.encoder.layers.6.self_attention.linear_proj.bias\n", - "\tmodule.encoder.layers.5.mlp.linear_fc1.weight\n", - "\tmodule.encoder.layers.0.self_attention.linear_qkv.bias\n", - "\tmodule.encoder.layers.10.mlp.linear_fc1.bias\n", - "\tmodule.encoder.layers.8.mlp.linear_fc1.layer_norm_weight\n", - "\tmodule.encoder.layers.4.self_attention.linear_qkv.layer_norm_weight\n", - "\tmodule.encoder.layers.2.mlp.linear_fc2.bias\n", - "\tmodule.encoder.layers.1.self_attention.linear_qkv.weight\n", - "\tmodule.encoder.layers.11.mlp.linear_fc1.weight\n", - "\tmodule.encoder.layers.9.mlp.linear_fc2.weight\n", - "\tmodule.encoder.layers.5.self_attention.linear_qkv.layer_norm_bias\n", - "\tmodule.encoder.layers.2.mlp.linear_fc1.layer_norm_bias\n", - "\tmodule.encoder.layers.0.mlp.linear_fc1.layer_norm_weight\n", - "\tmodule.encoder.layers.10.self_attention.linear_qkv.layer_norm_weight\n", - "\tmodule.encoder.layers.7.self_attention.linear_qkv.weight\n", - "\tmodule.encoder.layers.6.self_attention.linear_qkv.bias\n", - "\tmodule.encoder.layers.3.mlp.linear_fc1.bias\n", - "\tmodule.encoder.layers.1.mlp.linear_fc1.layer_norm_weight\n", - "\tmodule.encoder.layers.11.self_attention.linear_qkv.layer_norm_bias\n", - "\tmodule.encoder.layers.10.mlp.linear_fc2.bias\n", - "\tmodule.encoder.layers.5.self_attention.linear_proj.bias\n", - "\tmodule.encoder.layers.4.mlp.linear_fc1.weight\n", - "\tmodule.encoder.final_layernorm.bias\n", - "\tmodule.encoder.layers.9.mlp.linear_fc1.layer_norm_bias\n", - "\tmodule.encoder.layers.7.mlp.linear_fc1.layer_norm_weight\n", - "\tmodule.encoder.layers.6.self_attention.linear_proj.weight\n", - "\tmodule.encoder.layers.3.self_attention.linear_qkv.layer_norm_weight\n", - "\tmodule.encoder.layers.0.self_attention.linear_qkv.weight\n", - "\tmodule.encoder.layers.10.mlp.linear_fc1.weight\n", - "\tmodule.encoder.layers.8.mlp.linear_fc2.weight\n", - "\tmodule.encoder.layers.4.self_attention.linear_qkv.layer_norm_bias\n", - "\tmodule.encoder.layers.3.mlp.linear_fc2.bias\n", - "\tmodule.lm_head.layer_norm.weight\n", - "\tmodule.encoder.layers.11.self_attention.linear_proj.bias\n", - "\tmodule.encoder.layers.5.self_attention.linear_qkv.bias\n", - "\tmodule.encoder.layers.2.mlp.linear_fc1.bias\n", - "\tmodule.encoder.layers.2.self_attention.linear_proj.bias\n", - "\tmodule.encoder.layers.10.self_attention.linear_qkv.layer_norm_bias\n", - "\tmodule.encoder.layers.9.mlp.linear_fc2.bias\n", - "\tmodule.encoder.layers.6.self_attention.linear_qkv.weight\n", - "\tmodule.encoder.layers.3.mlp.linear_fc1.weight\n", - "\tmodule.encoder.layers.1.mlp.linear_fc2.weight\n", - "\tmodule.encoder.layers.11.self_attention.linear_qkv.bias\n", - "\tmodule.encoder.layers.8.mlp.linear_fc1.layer_norm_bias\n", - "\tmodule.encoder.layers.5.self_attention.linear_proj.weight\n", - "\tmodule.encoder.layers.2.self_attention.linear_qkv.layer_norm_weight\n", - "\tmodule.encoder.layers.1.self_attention.linear_proj.bias\n", - "\tmodule.encoder.layers.6.mlp.linear_fc1.layer_norm_weight\n", - "\tmodule.encoder.layers.9.mlp.linear_fc1.bias\n", - "\tmodule.encoder.layers.7.mlp.linear_fc2.weight\n", - "\tmodule.encoder.layers.4.self_attention.linear_proj.bias\n", - "\tmodule.encoder.layers.3.self_attention.linear_qkv.layer_norm_bias\n", - "\tmodule.encoder.layers.11.self_attention.linear_proj.weight\n", - "\tmodule.encoder.layers.10.self_attention.linear_proj.bias\n", - "\tmodule.encoder.layers.4.self_attention.linear_qkv.bias\n", - "\tmodule.encoder.layers.1.mlp.linear_fc1.layer_norm_bias\n", - "\tmodule.lm_head.layer_norm.bias\n", - "\tmodule.encoder.layers.9.self_attention.linear_qkv.layer_norm_weight\n", - "\tmodule.encoder.layers.5.self_attention.linear_qkv.weight\n", - "\tmodule.encoder.layers.2.mlp.linear_fc1.weight\n", - "\tmodule.encoder.layers.0.mlp.linear_fc2.bias\n", - "\tmodule.encoder.layers.10.self_attention.linear_qkv.bias\n", - "\tmodule.encoder.layers.8.mlp.linear_fc2.bias\n", - "\tmodule.encoder.layers.7.mlp.linear_fc1.layer_norm_bias\n", - "\tmodule.encoder.layers.4.self_attention.linear_proj.weight\n", - "\tmodule.encoder.layers.3.self_attention.linear_proj.bias\n", - "\tmodule.embedding.position_embeddings.weight\n", - "\tmodule.encoder.final_layernorm.weight\n", - "\tmodule.encoder.layers.11.self_attention.linear_qkv.weight\n", - "\tmodule.encoder.layers.8.mlp.linear_fc1.bias\n", - "\tmodule.encoder.layers.5.mlp.linear_fc1.layer_norm_weight\n", - "\tmodule.encoder.layers.2.self_attention.linear_qkv.layer_norm_bias\n", - "\tmodule.encoder.layers.0.mlp.linear_fc2.weight\n", - "\tmodule.encoder.layers.10.self_attention.linear_proj.weight\n", - "\tmodule.encoder.layers.9.mlp.linear_fc1.weight\n", - "\tmodule.encoder.layers.6.mlp.linear_fc2.weight\n", - "\tmodule.encoder.layers.3.self_attention.linear_qkv.bias\n", - "\tmodule.encoder.layers.0.mlp.linear_fc1.layer_norm_bias\n", - "\tmodule.encoder.layers.11.mlp.linear_fc1.layer_norm_weight\n", - "\tmodule.encoder.layers.8.self_attention.linear_qkv.layer_norm_weight\n", - "\tmodule.encoder.layers.4.self_attention.linear_qkv.weight\n", - "\tmodule.encoder.layers.1.mlp.linear_fc1.bias\n", - "\tmodule.output_layer.bias\n", - "\tmodule.encoder.layers.9.self_attention.linear_qkv.layer_norm_bias\n", - "\tmodule.encoder.layers.7.mlp.linear_fc2.bias\n", - "\tmodule.encoder.layers.3.self_attention.linear_proj.weight\n", - "\tmodule.encoder.layers.0.self_attention.linear_qkv.layer_norm_weight\n", - "\tmodule.encoder.layers.10.self_attention.linear_qkv.weight\n", - "\tmodule.encoder.layers.7.mlp.linear_fc1.bias\n", - "\tmodule.encoder.layers.6.mlp.linear_fc1.layer_norm_bias\n", - "\tmodule.encoder.layers.4.mlp.linear_fc1.layer_norm_weight\n", - "\tmodule.encoder.layers.1.self_attention.linear_qkv.layer_norm_weight\n", - "\tmodule.encoder.layers.8.mlp.linear_fc1.weight\n", - "\tmodule.encoder.layers.5.mlp.linear_fc2.weight\n", - "\tmodule.encoder.layers.2.self_attention.linear_qkv.bias\n", - "\tmodule.encoder.layers.2.self_attention.linear_proj.weight\n", - "\tmodule.encoder.layers.10.mlp.linear_fc1.layer_norm_weight\n", - "\tmodule.encoder.layers.9.self_attention.linear_proj.bias\n", - "\tmodule.encoder.layers.7.self_attention.linear_qkv.layer_norm_weight\n", - "\tmodule.encoder.layers.3.self_attention.linear_qkv.weight\n", - "\tmodule.encoder.layers.0.mlp.linear_fc1.bias\n", - "\tmodule.encoder.layers.6.mlp.linear_fc2.bias\n", - "\tmodule.encoder.layers.11.mlp.linear_fc2.weight\n", - "\tmodule.encoder.layers.8.self_attention.linear_qkv.layer_norm_bias\n", - "\tmodule.encoder.layers.1.mlp.linear_fc1.weight\n", - "\tmodule.encoder.layers.9.self_attention.linear_qkv.bias\n", - "\tmodule.encoder.layers.5.mlp.linear_fc1.layer_norm_bias\n", - "\tmodule.encoder.layers.3.mlp.linear_fc1.layer_norm_weight\n", - "\tmodule.encoder.layers.7.mlp.linear_fc1.weight\n", - "\tmodule.encoder.layers.6.mlp.linear_fc1.bias\n", - "\tmodule.encoder.layers.4.mlp.linear_fc2.weight\n", - "\tmodule.encoder.layers.1.self_attention.linear_qkv.layer_norm_bias\n", - "\tmodule.encoder.layers.11.mlp.linear_fc1.layer_norm_bias\n", - "\tmodule.encoder.layers.9.self_attention.linear_proj.weight\n", - "\tmodule.encoder.layers.8.self_attention.linear_proj.bias\n", - "\tmodule.encoder.layers.2.self_attention.linear_qkv.weight\n", - "\tmodule.encoder.layers.0.self_attention.linear_proj.bias\n", - "\tmodule.encoder.layers.10.mlp.linear_fc2.weight\n", - "\tmodule.encoder.layers.7.self_attention.linear_qkv.layer_norm_bias\n", - "\tmodule.encoder.layers.6.self_attention.linear_qkv.layer_norm_weight\n", - "\tmodule.encoder.layers.5.mlp.linear_fc2.bias\n", - "\tmodule.encoder.layers.0.mlp.linear_fc1.weight\n", - "\tmodule.embedding.word_embeddings.weight\n", - "\tmodule.lm_head.dense.weight\n", - "\tmodule.encoder.layers.8.self_attention.linear_qkv.bias\n", - "\tmodule.encoder.layers.7.self_attention.linear_proj.weight\n", - "\tmodule.encoder.layers.4.mlp.linear_fc1.layer_norm_bias\n", - "\tmodule.encoder.layers.2.mlp.linear_fc1.layer_norm_weight\n", - "\tmodule.encoder.layers.9.self_attention.linear_qkv.weight\n", - "\tmodule.encoder.layers.5.mlp.linear_fc1.bias\n", - "\tmodule.encoder.layers.3.mlp.linear_fc2.weight\n", - "\tmodule.encoder.layers.1.mlp.linear_fc2.bias\n", - "\tmodule.encoder.layers.0.self_attention.linear_qkv.layer_norm_bias\n", - "2024-12-23 20:26:11 - megatron.core.optimizer - INFO - Setting up optimizer with config OptimizerConfig(optimizer='adam', lr=0.0001, min_lr=None, decoupled_lr=None, decoupled_min_lr=None, weight_decay=0.01, fp16=False, bf16=True, params_dtype=torch.float32, loss_scale=None, initial_loss_scale=4294967296, min_loss_scale=1.0, loss_scale_window=1000, hysteresis=2, adam_beta1=0.9, adam_beta2=0.999, adam_eps=1e-08, sgd_momentum=0.9, use_distributed_optimizer=True, overlap_param_gather_with_optimizer_step=False, clip_grad=1.0, log_num_zeros_in_grad=False, barrier_with_L1_time=False, timers=None, config_logger_dir='')\n", - "2024-12-23 20:26:11 - root - INFO - Instantiating MegatronPretrainingSampler with total_samples: 8192 and consumed_samples: 0\n", - "2024-12-23 20:27:26 - root - INFO - Inference predictions are stored in /home/bionemo/.cache/bionemo/notebook_tutorials/geneformer_celltype_classification/results_106m.pt/predictions__rank_0.pt\n", - "dict_keys(['token_logits', 'binary_logits', 'input_ids', 'embeddings'])\n" + "[WARNING | /usr/local/lib/python3.12/dist-packages/bionemo/llm/model/config.py]: Loading /root/.cache/bionemo/7d67a526379eb8581f2aaaf03425ae9ec81a38570b24ddc8b22818e5d26ea772-geneformer_106M_240530_nemo2.tar.gz.untar\n", + "[NeMo I 2025-01-23 16:27:27 nemo_logging:393] Padded vocab_size: 25472, original vocab_size: 25429, dummy tokens: 43.\n", + "LOCAL_RANK: 0 - CUDA_VISIBLE_DEVICES: [0,1]\n", + "[NeMo W 2025-01-23 16:27:28 nemo_logging:405] Could not copy Trainer's 'max_steps' to LR scheduler's 'max_steps'. If you are not using an LR scheduler, this warning can safely be ignored.\n", + "[NeMo I 2025-01-23 16:27:28 nemo_logging:393] > number of parameters on (tensor, pipeline) model parallel rank (0, 0): 106808960\n" ] } ], @@ -950,7 +471,7 @@ " --seq-len 2048 \\\n", " --num-dataset-workers 10 \\\n", " --num-gpus 1 \\\n", - " --include-input-ids\n" + " --include-input-ids" ] }, { @@ -1008,7 +529,7 @@ " 'recall': make_scorer(recall_score, average='macro'),\n", " 'f1_score': make_scorer(f1_score, average='macro'),\n", " # 'roc_auc' requires probability or decision function; hence use multi_class if applicable\n", - " 'roc_auc': make_scorer(roc_auc_score, multi_class='ovr', needs_proba=True),\n", + " 'roc_auc': make_scorer(roc_auc_score, multi_class='ovr'),\n", " }\n", "\n", " # Perform stratified cross-validation with multiple metrics using the pipeline\n", @@ -1039,7 +560,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_47840/2637469332.py:4: FutureWarning: You are using `torch.load` with `weights_only=False` (the current default value), which uses the default pickle module implicitly. It is possible to construct malicious pickle data which will execute arbitrary code during unpickling (See https://github.com/pytorch/pytorch/blob/main/SECURITY.md#untrusted-models for more details). In a future release, the default value for `weights_only` will be flipped to `True`. This limits the functions that could be executed during unpickling. Arbitrary objects will no longer be allowed to be loaded via this mode unless they are explicitly allowlisted by the user via `torch.serialization.add_safe_globals`. We recommend you start setting `weights_only=True` for any use case where you don't have full control of the loaded file. Please open an issue on GitHub for any issues related to this experimental feature.\n", + "/tmp/ipykernel_5543/2637469332.py:4: FutureWarning: You are using `torch.load` with `weights_only=False` (the current default value), which uses the default pickle module implicitly. It is possible to construct malicious pickle data which will execute arbitrary code during unpickling (See https://github.com/pytorch/pytorch/blob/main/SECURITY.md#untrusted-models for more details). In a future release, the default value for `weights_only` will be flipped to `True`. This limits the functions that could be executed during unpickling. Arbitrary objects will no longer be allowed to be loaded via this mode unless they are explicitly allowlisted by the user via `torch.serialization.add_safe_globals`. We recommend you start setting `weights_only=True` for any use case where you don't have full control of the loaded file. Please open an issue on GitHub for any issues related to this experimental feature.\n", " infer_Xs_10m = torch.load(result_path_10m / \"predictions__rank_0.pt\")['embeddings'].float().cpu().numpy()\n" ] } @@ -1057,20 +578,11 @@ "cell_type": "code", "execution_count": 14, "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/tmp/ipykernel_47840/3276479409.py:1: FutureWarning: You are using `torch.load` with `weights_only=False` (the current default value), which uses the default pickle module implicitly. It is possible to construct malicious pickle data which will execute arbitrary code during unpickling (See https://github.com/pytorch/pytorch/blob/main/SECURITY.md#untrusted-models for more details). In a future release, the default value for `weights_only` will be flipped to `True`. This limits the functions that could be executed during unpickling. Arbitrary objects will no longer be allowed to be loaded via this mode unless they are explicitly allowlisted by the user via `torch.serialization.add_safe_globals`. We recommend you start setting `weights_only=True` for any use case where you don't have full control of the loaded file. Please open an issue on GitHub for any issues related to this experimental feature.\n", - " infer_Xs_10m_bnmo2 = torch.load(result_path_10m_bnmo2 / \"predictions__rank_0.pt\")['embeddings'].float().cpu().numpy()\n" - ] - } - ], + "outputs": [], "source": [ - "infer_Xs_10m_bnmo2 = torch.load(result_path_10m_bnmo2 / \"predictions__rank_0.pt\")['embeddings'].float().cpu().numpy()\n", - "assert len(adata) == len(infer_Xs_10m_bnmo2), (len(adata), len(infer_Xs_10m))\n", - "assert infer_Xs_10m_bnmo2.shape == (8192, 256)" + "# infer_Xs_10m_bnmo2 = torch.load(result_path_10m_bnmo2 / \"predictions__rank_0.pt\")['embeddings'].float().cpu().numpy()\n", + "# assert len(adata) == len(infer_Xs_10m_bnmo2), (len(adata), len(infer_Xs_10m))\n", + "# assert infer_Xs_10m_bnmo2.shape == (8192, 256)" ] }, { @@ -1082,7 +594,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_47840/4058871012.py:1: FutureWarning: You are using `torch.load` with `weights_only=False` (the current default value), which uses the default pickle module implicitly. It is possible to construct malicious pickle data which will execute arbitrary code during unpickling (See https://github.com/pytorch/pytorch/blob/main/SECURITY.md#untrusted-models for more details). In a future release, the default value for `weights_only` will be flipped to `True`. This limits the functions that could be executed during unpickling. Arbitrary objects will no longer be allowed to be loaded via this mode unless they are explicitly allowlisted by the user via `torch.serialization.add_safe_globals`. We recommend you start setting `weights_only=True` for any use case where you don't have full control of the loaded file. Please open an issue on GitHub for any issues related to this experimental feature.\n", + "/tmp/ipykernel_5543/4058871012.py:1: FutureWarning: You are using `torch.load` with `weights_only=False` (the current default value), which uses the default pickle module implicitly. It is possible to construct malicious pickle data which will execute arbitrary code during unpickling (See https://github.com/pytorch/pytorch/blob/main/SECURITY.md#untrusted-models for more details). In a future release, the default value for `weights_only` will be flipped to `True`. This limits the functions that could be executed during unpickling. Arbitrary objects will no longer be allowed to be loaded via this mode unless they are explicitly allowlisted by the user via `torch.serialization.add_safe_globals`. We recommend you start setting `weights_only=True` for any use case where you don't have full control of the loaded file. Please open an issue on GitHub for any issues related to this experimental feature.\n", " infer_Xs_106m = torch.load(result_path_106m / \"predictions__rank_0.pt\")['embeddings'].float().cpu().numpy()\n" ] } @@ -1102,7 +614,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_47840/3286066556.py:1: FutureWarning: You are using `torch.load` with `weights_only=False` (the current default value), which uses the default pickle module implicitly. It is possible to construct malicious pickle data which will execute arbitrary code during unpickling (See https://github.com/pytorch/pytorch/blob/main/SECURITY.md#untrusted-models for more details). In a future release, the default value for `weights_only` will be flipped to `True`. This limits the functions that could be executed during unpickling. Arbitrary objects will no longer be allowed to be loaded via this mode unless they are explicitly allowlisted by the user via `torch.serialization.add_safe_globals`. We recommend you start setting `weights_only=True` for any use case where you don't have full control of the loaded file. Please open an issue on GitHub for any issues related to this experimental feature.\n", + "/tmp/ipykernel_5543/3286066556.py:1: FutureWarning: You are using `torch.load` with `weights_only=False` (the current default value), which uses the default pickle module implicitly. It is possible to construct malicious pickle data which will execute arbitrary code during unpickling (See https://github.com/pytorch/pytorch/blob/main/SECURITY.md#untrusted-models for more details). In a future release, the default value for `weights_only` will be flipped to `True`. This limits the functions that could be executed during unpickling. Arbitrary objects will no longer be allowed to be loaded via this mode unless they are explicitly allowlisted by the user via `torch.serialization.add_safe_globals`. We recommend you start setting `weights_only=True` for any use case where you don't have full control of the loaded file. Please open an issue on GitHub for any issues related to this experimental feature.\n", " infer_Xs_10m_random = torch.load(results_path_10m_random / \"predictions__rank_0.pt\")['embeddings'].float().cpu().numpy()\n" ] } @@ -1139,7 +651,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_47840/771671311.py:10: UserWarning: set_ticklabels() should only be used with a fixed number of ticks, i.e. after set_ticks() or using a FixedLocator.\n", + "/tmp/ipykernel_5543/771671311.py:10: UserWarning: set_ticklabels() should only be used with a fixed number of ticks, i.e. after set_ticks() or using a FixedLocator.\n", " ax.set_xticklabels(ax.get_xticklabels(), rotation=45, ha='right')\n" ] }, @@ -1155,7 +667,7 @@ }, { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAApwAAAKgCAYAAAA2861zAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjkuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8hTgPZAAAACXBIWXMAAA9hAAAPYQGoP6dpAAEAAElEQVR4nOzdd1QU198G8O+ighVQqigigg2wIKKCCnZA1Nhijdgrxtiwi73HFmNi773F3kus2Av2FruCXRSU+rx/+O78dtjFFjca83zO4ejOTrkzOzP77J07dzQAIERERERERmLypQtARERERN82Bk4iIiIiMioGTiIiIiIyKgZOIiIiIjIqBk4iIiIiMioGTiIiIiIyKgZOIiIiIjIqBk4iIiIiMioGTiIiIiIyKgZOItLTokULyZs3r2qYRqORwYMHf5Hy0Ofx6tUradOmjdjb24tGo5GuXbt+6SJJhQoVpEKFCl9s+YMHDxaNRqMalpSUJL169RJHR0cxMTGR2rVri8iXOwYMHY9f0p9//ikajUb+/PPPL10U+hdh4CT6Bly/fl3at28v+fLlk4wZM4q5ubmULVtWJk+eLK9fv/7HynH//n0ZPHiwnD59+h9b5rdq8+bNnz3cjBw5UubNmycdO3aUhQsXSrNmzT7r/L8Vc+bMkXHjxkn9+vVl/vz50q1bN6Mv879y7Bhjv/47Ro4cKWvXrv3SxfhPSP+lC0BEf8+mTZvk+++/FzMzMwkJCREPDw9JSEiQAwcOSFhYmJw/f15mzJjxj5Tl/v37MmTIEMmbN68UL178H1nmt2rz5s0yderUz/rlvHv3bilTpowMGjTos83z327AgAHSp08f1bDdu3dLrly5ZOLEiarhr1+/lvTpjfO1+a5jZ+bMmZKSkmKU5f7TjLFf/x0jR46U+vXrK7XYZDwMnET/Yjdu3JBGjRqJk5OT7N69W3LmzKm8FxoaKteuXZNNmzZ9wRLS1+Thw4fi5ub22eaXlJQkKSkpYmpq+tnm+U9Lnz69Xoh8+PChWFpa6o2bMWPGf6hUahkyZPgiyyX6nHhJnehfbOzYsfLq1SuZPXu2Kmxqubq6yk8//aQatmjRIvHy8pJMmTJJjhw5pFGjRnLnzp2/XZY///xTvL29RUSkZcuWotFoRKPRyLx582TQoEGSIUMGefTokd507dq1E0tLS3nz5o2IiOTNm1dq1Kgh27dvl+LFi0vGjBnFzc1N1qxZozft8+fPpWvXruLo6ChmZmbi6uoqY8aM+eDaoC1btoi/v79ky5ZNzM3NxdvbW5YsWaIaZ+XKlcr2sra2lh9++EHu3bunGietdoip297dvHlTNBqN/PzzzzJjxgxxcXERMzMz8fb2lmPHjqmmmzp1qoiIsh112xkuW7ZMvLy8lHIXKVJEJk+enOZ6atvc3bhxQzZt2qTM7+bNmyLyNmC1bt1a7OzsJGPGjFKsWDGZP3++ah66ZZ80aZJS9gsXLrxzGy9atEhKlSolmTNnluzZs4ufn59s3749zfETEhIkPDxcvLy8xMLCQrJkySLly5eXPXv26I37vu2QmJgoQ4YMkfz580vGjBnFyspKypUrJzt27FDG0W3DqV3HPXv2yPnz55XtpG2raKgN571796R169bi4OAgZmZm4uzsLB07dpSEhAQREXn69Kn07NlTihQpIlmzZhVzc3MJCgqSM2fOqD6ftI4dEcNtOGNjY6VHjx7Kvl+wYEH5+eefBYBqPI1GI507d5a1a9eKh4eHmJmZibu7u2zdujXNz0DX3bt3pXbt2pIlSxaxtbWVbt26SXx8vN54+/fvl++//17y5MkjZmZm4ujoKN26dVM16Xnffv3zzz+Lr6+vWFlZSaZMmcTLy0tWrVqlt6wdO3ZIuXLlxNLSUrJmzSoFCxaUfv36qcaJj4+XQYMGiaurq1KeXr16qcqu0WgkNjZW5s+fr5SlRYsWH7Rd6OOxhpPoX2zDhg2SL18+8fX1/aDxR4wYIQMHDpQGDRpImzZt5NGjRzJlyhTx8/OTU6dOGazV+VCFCxeWoUOHSnh4uLRr107Kly8vIiK+vr5Srlw5GTp0qCxfvlw6d+6sTJOQkCCrVq2SevXqqWqPrl69Kg0bNpQOHTpI8+bNZe7cufL999/L1q1bpWrVqiIiEhcXJ/7+/nLv3j1p37695MmTRw4dOiR9+/aVBw8eyKRJk95Z3nnz5kmrVq3E3d1d+vbtK5aWlnLq1CnZunWrNGnSRBmnZcuW4u3tLaNGjZLo6GiZPHmyHDx48G9tryVLlsjLly+lffv2otFoZOzYsVK3bl3566+/JEOGDNK+fXu5f/++7NixQxYuXKiadseOHdK4cWOpXLmyjBkzRkRELl68KAcPHtT7caFVuHBhWbhwoXTr1k1y584tPXr0EBERGxsbef36tVSoUEGuXbsmnTt3FmdnZ1m5cqW0aNFCnj9/rjfPuXPnyps3b6Rdu3ZiZmYmOXLkSHM9hwwZIoMHDxZfX18ZOnSomJqaypEjR2T37t1SrVo1g9PExMTIrFmzpHHjxtK2bVt5+fKlzJ49WwICAuTo0aPK5eYP2Q6DBw+WUaNGSZs2baRUqVISExMjx48fl5MnTyr7kS4bGxtZuHChjBgxQl69eiWjRo1Stp8h9+/fl1KlSsnz58+lXbt2UqhQIbl3756sWrVK4uLixNTUVP766y9Zu3atfP/99+Ls7CzR0dEyffp08ff3lwsXLoiDg8M7jx1DAEitWrVkz5490rp1aylevLhs27ZNwsLC5N69e3pNAQ4cOCBr1qyRTp06SbZs2eSXX36RevXqye3bt8XKyirNz+/169dSuXJluX37tnTp0kUcHBxk4cKFsnv3br1xV65cKXFxcdKxY0exsrKSo0ePypQpU+Tu3buycuVKEZF37tciIpMnT5ZatWpJ06ZNJSEhQZYtWybff/+9bNy4UYKDg0VE5Pz581KjRg0pWrSoDB06VMzMzOTatWty8OBBZT4pKSlSq1YtOXDggLRr104KFy4sZ8+elYkTJ8qVK1eUNpsLFy5U9o127dqJiIiLi0ua24P+JhDRv9KLFy8gIvjuu+8+aPybN28iXbp0GDFihGr42bNnkT59etXw5s2bw8nJSTWeiGDQoEHvXMaxY8cgIpg7d67eez4+PihdurRq2Jo1ayAi2LNnjzLMyckJIoLVq1crw168eIGcOXPC09NTGTZs2DBkyZIFV65cUc2zT58+SJcuHW7fvp1mOZ8/f45s2bKhdOnSeP36teq9lJQUAEBCQgJsbW3h4eGhGmfjxo0QEYSHhyvD/P394e/vr7ec1Nvxxo0bEBFYWVnh6dOnyvB169ZBRLBhwwZlWGhoKAydon/66SeYm5sjKSkpzfVLi5OTE4KDg1XDJk2aBBHBokWLlGEJCQnw8fFB1qxZERMToyq7ubk5Hj58+N5lXb16FSYmJqhTpw6Sk5NV72m3MaC/7ZKSkhAfH68a/9mzZ7Czs0OrVq2UYR+yHYoVK6a3vqkNGjRIbzv7+/vD3d1db9zUx0BISAhMTExw7NgxvXG16/jmzRu99b9x4wbMzMwwdOhQZdi7jp3U+9HatWshIhg+fLhqvPr160Oj0eDatWuqMpuamqqGnTlzBiKCKVOm6C1Ll3bfWLFihTIsNjYWrq6uesdtXFyc3vSjRo2CRqPBrVu3lGFp7deG5pGQkAAPDw9UqlRJGTZx4kSICB49epRmuRcuXAgTExPs379fNXzatGkQERw8eFAZliVLFjRv3jzNedHnw0vqRP9SMTExIiKSLVu2Dxp/zZo1kpKSIg0aNJDHjx8rf/b29pI/f36Dlyw/p5CQEDly5Ihcv35dGbZ48WJxdHQUf39/1bgODg5Sp04d5bW5ubmEhITIqVOnJCoqSkTe1qiUL19esmfPrlqfKlWqSHJysuzbty/NsuzYsUNevnwpffr00WuXp73Ed/z4cXn48KF06tRJNU5wcLAUKlTob7WNbdiwoWTPnl15ra3R+uuvv947raWlpcTGxqouC/8dmzdvFnt7e2ncuLEyLEOGDNKlSxd59eqV7N27VzV+vXr1xMbG5r3zXbt2raSkpEh4eLiYmKi/alJ3Q6QrXbp0SpvQlJQUefr0qSQlJUnJkiXl5MmTyngfsh0sLS3l/PnzcvXq1feW92OlpKTI2rVrpWbNmlKyZEm997XraGZmpqx/cnKyPHnyRLkMrLs+H2Pz5s2SLl066dKli2p4jx49BIBs2bJFNbxKlSqqmruiRYuKubn5e/e3zZs3S86cOaV+/frKsMyZMyu1gboyZcqk/D82NlYeP34svr6+AkBOnTr1QeulO49nz57JixcvpHz58nqfu4jIunXr0mw6s3LlSilcuLAUKlRIdW6oVKmSiIjRz3VkGAMn0b+Uubm5iIi8fPnyg8a/evWqAJD8+fOLjY2N6u/ixYvy8OFDYxZXGjZsKGZmZrJ48WIREXnx4oVs3LhRmjZtqhdAXF1d9YYVKFBARERpd3j16lXZunWr3rpUqVJFROSd66MNvR4eHmmOc+vWLRERKViwoN57hQoVUt7/FHny5FG91obPZ8+evXfaTp06SYECBSQoKEhy584trVq1+uD2eIbcunVL8ufPrxcKtZeRU6+ns7PzB833+vXrYmJi8kk3Kc2fP1+KFi2qtLu0sbGRTZs2yYsXL5RxPmQ7DB06VJ4/fy4FChSQIkWKSFhYmERGRn50eQx59OiRxMTEvHMfEnkbTCdOnCj58+cXMzMzsba2FhsbG4mMjFStz8e4deuWODg46P3YTOszS72/ibzd5963v926dcvgsWjomLh9+7a0aNFCcuTIIVmzZhUbGxvlh+SHrufGjRulTJkykjFjRsmRI4fY2NjI77//rpq+YcOGUrZsWWnTpo3Y2dlJo0aNZMWKFarwefXqVTl//rzeuUF7DjH2uY4MYxtOon8pc3NzcXBwkHPnzn3Q+CkpKaLRaGTLli2SLl06vfezZs36uYuokj17dqlRo4YsXrxYwsPDZdWqVRIfHy8//PDDJ80vJSVFqlatKr169TL4vvbL5Z+g0Wj0btYQeVujZYih7S8iBueRmq2trZw+fVq2bdsmW7ZskS1btsjcuXMlJCRE70YfY9CthTKGRYsWSYsWLaR27doSFhYmtra2ki5dOhk1apSqdvxDtoOfn59cv35d1q1bJ9u3b5dZs2bJxIkTZdq0adKmTRujrofWyJEjZeDAgdKqVSsZNmyY5MiRQ0xMTKRr167/WFdHf2d/+xDJyclStWpVefr0qfTu3VsKFSokWbJkkXv37kmLFi0+aD33798vtWrVEj8/P/ntt98kZ86ckiFDBpk7d67qRr5MmTLJvn37ZM+ePbJp0ybZunWrLF++XCpVqiTbt2+XdOnSSUpKihQpUkQmTJhgcFmOjo6fZb3p4zBwEv2L1ahRQ2bMmCERERHi4+PzznFdXFwEgDg7OxstjL3rUqnI28vq3333nRw7dkwWL14snp6e4u7urjfetWvXBIBqfleuXBERUe7WdXFxkVevXik1mh9De3nx3Llz4urqanAcJycnERG5fPmycilO6/Lly8r7Im/DtKHLk3+nFvRd29LU1FRq1qwpNWvWlJSUFOnUqZNMnz5dBg4cmOb6pMXJyUkiIyMlJSVFVct56dIl5f1P4eLiIikpKXLhwoWP6pN11apVki9fPlmzZo1qGxjqO/RDtkOOHDmkZcuW0rJlS3n16pX4+fnJ4MGD/3bgtLGxEXNz8/f+4Fu1apVUrFhRZs+erRr+/Plzsba2Vl6/79jR5eTkJDt37pSXL1+qajn/7mdmaDnnzp3TOxYvX76sGu/s2bNy5coVmT9/voSEhCjDDTV3SGs9V69eLRkzZpRt27aJmZmZMnzu3Ll645qYmEjlypWlcuXKMmHCBBk5cqT0799f9uzZozQfOHPmjFSuXPm92/Vjtjv9PbykTvQv1qtXL8mSJYu0adNGoqOj9d6/fv260k1M3bp1JV26dDJkyBC9mg0A8uTJk79dnixZsojI2y9TQ4KCgsTa2lrGjBkje/fuTbN28/79+/LHH38or2NiYmTBggVSvHhxsbe3FxGRBg0aSEREhGzbtk1v+ufPn0tSUlKa5axWrZpky5ZNRo0apXTHpKXdNiVLlhRbW1uZNm2aqiuVLVu2yMWLF5W7ZkXehqtLly6pun06c+aM6s7Zj5XWtkz9OZmYmEjRokVFRAx2V/M+1atXl6ioKFm+fLkyLCkpSaZMmSJZs2bVa1/7oWrXri0mJiYydOhQvRqud9WsaWvjdMc5cuSIREREqMb7kO2QepysWbOKq6vrJ22n1LSPvNywYYMcP35c731t+dOlS6e3vitXrtTrWut9x46u6tWrS3Jysvz666+q4RMnThSNRiNBQUEfsyrvXM79+/dVXRPFxcXpPUjC0GcGwGBXXWmtZ7p06USj0aiuCty8eVPvKUBPnz7Vm6f2B432c23QoIHcu3dPZs6cqTfu69evJTY2VlWeD9nm9PexhpPoX8zFxUWWLFkiDRs2lMKFC6ueNHTo0CGlexvtuMOHD5e+ffvKzZs3pXbt2pItWza5ceOG/PHHH9KuXTvp2bPn3y6PpaWlTJs2TbJlyyZZsmSR0qVLK+3+MmTIII0aNZJff/1V0qVLp7pRRVeBAgWkdevWcuzYMbGzs5M5c+ZIdHS0qrYjLCxM1q9fLzVq1JAWLVqIl5eXxMbGytmzZ2XVqlVy8+ZNVQ2SLnNzc5k4caK0adNGvL29pUmTJpI9e3Y5c+aMxMXFyfz58yVDhgwyZswYadmypfj7+0vjxo2VbpHy5s2retxhq1atZMKECRIQECCtW7eWhw8fyrRp08Td3V25uetjeXl5iYhIly5dJCAgQNKlSyeNGjWSNm3ayNOnT6VSpUqSO3duuXXrlkyZMkWKFy+eZvc979KuXTuZPn26tGjRQk6cOCF58+aVVatWycGDB2XSpEkffFNaaq6urtK/f38ZNmyYlC9fXurWrStmZmZy7NgxcXBwULocSq1GjRqyZs0aqVOnjgQHB8uNGzdk2rRp4ubmJq9evVLG+5Dt4ObmJhUqVBAvLy/JkSOHHD9+XFatWqXqmuvvGDlypGzfvl38/f2V7ncePHggK1eulAMHDoilpaXUqFFDhg4dKi1bthRfX185e/asLF68WPLly6ea1/uOHV01a9aUihUrSv/+/eXmzZtSrFgx2b59u6xbt066du362br2adu2rfz6668SEhIiJ06ckJw5c8rChQslc+bMqvEKFSokLi4u0rNnT7l3756Ym5vL6tWrDbYRTWu/Dg4OlgkTJkhgYKA0adJEHj58KFOnThVXV1dVu9uhQ4fKvn37JDg4WJycnOThw4fy22+/Se7cuaVcuXIiItKsWTNZsWKFdOjQQfbs2SNly5aV5ORkuXTpkqxYsUK2bdum3Ojl5eUlO3fulAkTJoiDg4M4OztL6dKlP8v2o1T+6dviiejzu3LlCtq2bYu8efPC1NQU2bJlQ9myZTFlyhS8efNGNe7q1atRrlw5ZMmSBVmyZEGhQoUQGhqKy5cvK+N8ardIwNsuftzc3JA+fXqD3bwcPXoUIoJq1aoZnF7bdc+2bdtQtGhRmJmZoVChQli5cqXeuC9fvkTfvn3h6uoKU1NTWFtbw9fXFz///DMSEhLeW9b169fD19cXmTJlgrm5OUqVKoWlS5eqxlm+fDk8PT1hZmaGHDlyoGnTprh7967evBYtWoR8+fLB1NQUxYsXx7Zt29LsFmncuHF606fevklJSfjxxx9hY2MDjUajdCWzatUqVKtWDba2tjA1NUWePHnQvn17PHjw4L3ra6hbJACIjo5Gy5YtYW1tDVNTUxQpUkTvc3tX2d9lzpw5yvbLnj07/P39sWPHDuX91N0ipaSkYOTIkXBycoKZmRk8PT2xceNGvW35Idth+PDhKFWqFCwtLZEpUyYUKlQII0aMUO0bf6dbJAC4desWQkJCYGNjAzMzM+TLlw+hoaFK105v3rxBjx49kDNnTmTKlAlly5ZFRESEwa600jp2DB2PL1++RLdu3eDg4IAMGTIgf/78GDdunKrLKW2ZQ0ND9dbFycnpg7oDunXrFmrVqoXMmTPD2toaP/30E7Zu3arXLdKFCxdQpUoVZM2aFdbW1mjbtq3S/ZLuvpTWfg0As2fPRv78+ZVjfu7cuXqfz65du/Ddd9/BwcEBpqamcHBwQOPGjfW6R0tISMCYMWPg7u6u7HteXl4YMmQIXrx4oYx36dIl+Pn5IVOmTBARdpFkRBrgM7UaJiL6AGfOnJHixYvLggULpFmzZnrv582bVzw8PGTjxo1foHRERGQMbMNJRP+omTNnStasWaVu3bpfuihERPQPYRtOIvpHbNiwQS5cuCAzZsyQzp07KzcPEBHRt4+Bk4j+ET/++KNER0dL9erVZciQIV+6OERE9A9iG04iIiIiMiq24SQiIiIio2LgJCIiIiKjYhtO+iqkpKTI/fv3JVu2bHzUGBER0b8EAHn58qU4ODioHo+bGgMnfRXu378vjo6OX7oYRERE9Anu3LkjuXPnTvN9Bk76Kmgfn3fnzh0xNzf/wqUhIiKiDxETEyOOjo7vfQwuAyd9FbSX0c3NzRk4iYiI/mXe1xyONw0RERERkVExcBIRERGRUTFwEhEREZFRMXASERERkVExcBIRERGRUTFwEhEREZFRMXASERERkVExcBIRERGRUTFwEhEREZFRMXASERERkVExcBIRERGRUTFwEhEREZFRMXASERERkVExcBIRERGRUTFwEhEREZFRpf/SBSAi0uUVtuCjxj8xLsRIJSEios+FNZxEREREZFQMnERERERkVAycRERERGRUDJxEREREZFQMnERERERkVAycRERERGRUDJxEREREZFQMnERERERkVAycRERERGRUDJxEREREZFQMnERERERkVAycRERERGRUDJzfuH379knNmjXFwcFBNBqNrF27VvW+RqMx+Ddu3DhlnLx58+q9P3r0aNV8IiMjpXz58pIxY0ZxdHSUsWPH/hOrR0RERP8CDJzfuNjYWClWrJhMnTrV4PsPHjxQ/c2ZM0c0Go3Uq1dPNd7QoUNV4/3444/KezExMVKtWjVxcnKSEydOyLhx42Tw4MEyY8YMo64bERER/Tuk/9IFIOMKCgqSoKCgNN+3t7dXvV63bp1UrFhR8uXLpxqeLVs2vXG1Fi9eLAkJCTJnzhwxNTUVd3d3OX36tEyYMEHatWv391eCiIiI/tVYw0mK6Oho2bRpk7Ru3VrvvdGjR4uVlZV4enrKuHHjJCkpSXkvIiJC/Pz8xNTUVBkWEBAgly9flmfPnhlcVnx8vMTExKj+iIiI6NvEGk5SzJ8/X7JlyyZ169ZVDe/SpYuUKFFCcuTIIYcOHZK+ffvKgwcPZMKECSIiEhUVJc7Ozqpp7OzslPeyZ8+ut6xRo0bJkCFDjLQmRERE9DVh4CTFnDlzpGnTppIxY0bV8O7duyv/L1q0qJiamkr79u1l1KhRYmZm9knL6tu3r2q+MTEx4ujo+GkFJyIioq8aAyeJiMj+/fvl8uXLsnz58veOW7p0aUlKSpKbN29KwYIFxd7eXqKjo1XjaF+n1e7TzMzsk8MqERER/buwDSeJiMjs2bPFy8tLihUr9t5xT58+LSYmJmJraysiIj4+PrJv3z5JTExUxtmxY4cULFjQ4OV0IiIi+m9h4PzGvXr1Sk6fPi2nT58WEZEbN27I6dOn5fbt28o4MTExsnLlSmnTpo3e9BERETJp0iQ5c+aM/PXXX7J48WLp1q2b/PDDD0qYbNKkiZiamkrr1q3l/Pnzsnz5cpk8ebLqkjkRERH9d/GS+jfu+PHjUrFiReW1NgQ2b95c5s2bJyIiy5YtEwDSuHFjvenNzMxk2bJlMnjwYImPjxdnZ2fp1q2bKkxaWFjI9u3bJTQ0VLy8vMTa2lrCw8PZJRIRERGJiIgGAL50IYhiYmLEwsJCXrx4Iebm5l+6OPQFeYUt+KjxT4wLMVJJiIjofT70+5uX1ImIiIjIqBg4iYiIiMioGDiJiIiIyKgYOImIiIjIqBg4iYiIiMioGDiJiIiIyKgYOImIiIjIqBg4iYiIiMioGDiJiIiIyKgYOImIiIjIqBg4iYiIiMioGDiJiIiIyKgYOImIiIjIqBg4iYiIiMioGDiJiIiIyKgYOImIiIjIqBg4iYiIiMioGDiJiIiIyKgYOImIiIjIqBg4iYiIiMioGDiJiIiIyKgYOImIiIjIqBg4iYiIiMioGDiJiIiIyKgYOImIiIjIqBg4iYiIiMioGDiJiIiIyKgYOImIiIjIqBg4iYiIiMioGDiJiIiIyKgYOImIiIjIqBg4iYiIiMioGDiJiIiIyKgYOImIiIjIqBg4iYiIiMioGDiJiIiIyKgYOImIiIjIqBg4v3H79u2TmjVrioODg2g0Glm7dq3q/RYtWohGo1H9BQYGqsZ5+vSpNG3aVMzNzcXS0lJat24tr169Uo0TGRkp5cuXl4wZM4qjo6OMHTvW2KtGRERE/xIMnN+42NhYKVasmEydOjXNcQIDA+XBgwfK39KlS1XvN23aVM6fPy87duyQjRs3yr59+6Rdu3bK+zExMVKtWjVxcnKSEydOyLhx42Tw4MEyY8YMo60XERER/Xuk/9IFIOMKCgqSoKCgd45jZmYm9vb2Bt+7ePGibN26VY4dOyYlS5YUEZEpU6ZI9erV5eeffxYHBwdZvHixJCQkyJw5c8TU1FTc3d3l9OnTMmHCBFUwJSIiov8m1nCS/Pnnn2JraysFCxaUjh07ypMnT5T3IiIixNLSUgmbIiJVqlQRExMTOXLkiDKOn5+fmJqaKuMEBATI5cuX5dmzZwaXGR8fLzExMao/IiIi+jYxcP7HBQYGyoIFC2TXrl0yZswY2bt3rwQFBUlycrKIiERFRYmtra1qmvTp00uOHDkkKipKGcfOzk41jva1dpzURo0aJRYWFsqfo6Pj5141IiIi+krwkvp/XKNGjZT/FylSRIoWLSouLi7y559/SuXKlY223L59+0r37t2V1zExMQydRERE3yjWcJJKvnz5xNraWq5duyYiIvb29vLw4UPVOElJSfL06VOl3ae9vb1ER0erxtG+TqttqJmZmZibm6v+iIiI6NvEwEkqd+/elSdPnkjOnDlFRMTHx0eeP38uJ06cUMbZvXu3pKSkSOnSpZVx9u3bJ4mJico4O3bskIIFC0r27Nn/2RUgIiKirw4D5zfu1atXcvr0aTl9+rSIiNy4cUNOnz4tt2/fllevXklYWJgcPnxYbt68Kbt27ZLvvvtOXF1dJSAgQEREChcuLIGBgdK2bVs5evSoHDx4UDp37iyNGjUSBwcHERFp0qSJmJqaSuvWreX8+fOyfPlymTx5suqSOREREf13MXB+444fPy6enp7i6ekpIiLdu3cXT09PCQ8Pl3Tp0klkZKTUqlVLChQoIK1btxYvLy/Zv3+/mJmZKfNYvHixFCpUSCpXrizVq1eXcuXKqfrYtLCwkO3bt8uNGzfEy8tLevToIeHh4ewSiYiIiERERAMAX7oQRDExMWJhYSEvXrxge87/OK+wBR81/olxIUYqCRERvc+Hfn+zhpOIiIiIjIqBk4iIiIiMioGTiIiIiIyKgZOIiIiIjIqBk4iIiIiMioGTiIiIiIyKgZOIiIiIjIqBk4iIiIiMioGTiIiIiIyKgZOIiIiIjIqBk4iIiIiMioGTiIiIiIyKgZOIiIiIjIqBk4iIiIiMioGTiIiIiIyKgZOIiIiIjIqBk4iIiIiMioGTiIiIiIyKgZOIiIiIjIqBk4iIiIiMioGTiIiIiIyKgZOIiIiIjIqBk4iIiIiMioGTiIiIiIyKgZOIiIiIjIqBk4iIiIiMioGTiIiIiIyKgZOIiIiIjIqBk4iIiIiMioGTiIiIiIyKgZOIiIiIjIqBk4iIiIiMioGTiIiIiIyKgZOIiIiIjIqBk4iIiIiMioGTiIiIiIyKgZOIiIiIjIqB8xu3b98+qVmzpjg4OIhGo5G1a9cq7yUmJkrv3r2lSJEikiVLFnFwcJCQkBC5f/++ah558+YVjUaj+hs9erRqnMjISClfvrxkzJhRHB0dZezYsf/E6hEREdG/AAPnNy42NlaKFSsmU6dO1XsvLi5OTp48KQMHDpSTJ0/KmjVr5PLly1KrVi29cYcOHSoPHjxQ/n788UflvZiYGKlWrZo4OTnJiRMnZNy4cTJ48GCZMWOGUdeNiIiI/h3Sf+kCkHEFBQVJUFCQwfcsLCxkx44dqmG//vqrlCpVSm7fvi158uRRhmfLlk3s7e0Nzmfx4sWSkJAgc+bMEVNTU3F3d5fTp0/LhAkTpF27dp9vZYiIiOhfiTWcpPLixQvRaDRiaWmpGj569GixsrIST09PGTdunCQlJSnvRUREiJ+fn5iamirDAgIC5PLly/Ls2TODy4mPj5eYmBjVHxEREX2bWMNJijdv3kjv3r2lcePGYm5urgzv0qWLlChRQnLkyCGHDh2Svn37yoMHD2TChAkiIhIVFSXOzs6qednZ2SnvZc+eXW9Zo0aNkiFDhhhxbYiIiOhrwcBJIvL2BqIGDRoIAPn9999V73Xv3l35f9GiRcXU1FTat28vo0aNEjMzs09aXt++fVXzjYmJEUdHx08rPBEREX3VGDhJCZu3bt2S3bt3q2o3DSldurQkJSXJzZs3pWDBgmJvby/R0dGqcbSv02r3aWZm9slhlYiIiP5d2IbzP04bNq9evSo7d+4UKyur905z+vRpMTExEVtbWxER8fHxkX379kliYqIyzo4dO6RgwYIGL6cTERHRfwtrOL9xr169kmvXrimvb9y4IadPn5YcOXJIzpw5pX79+nLy5EnZuHGjJCcnS1RUlIiI5MiRQ0xNTSUiIkKOHDkiFStWlGzZsklERIR069ZNfvjhByVMNmnSRIYMGSKtW7eW3r17y7lz52Ty5MkyceLEL7LORERE9HVh4PzGHT9+XCpWrKi81rabbN68uQwePFjWr18vIiLFixdXTbdnzx6pUKGCmJmZybJly2Tw4MESHx8vzs7O0q1bN1X7SwsLC9m+fbuEhoaKl5eXWFtbS3h4OLtEIiIiIhFh4PzmVahQQQCk+f673hMRKVGihBw+fPi9yylatKjs37//o8tHRERE3z624SQiIiIio2LgJCIiIiKjYuAkIiIiIqNi4CQiIiIio2LgJCIiIiKjYuAkIiIiIqNi4CQiIiIio2LgJCIiIiKjYuAkIiIiIqNi4CQiIiIio2LgJCIiIiKjYuAkIiIiIqNi4CQiIiIio2LgJCIiIiKjYuAkIiIiIqNi4CQiIiIio2LgJCIiIiKjYuAkIiIiIqNi4CQiIiIio2LgJCIiIiKjYuAkIiIiIqNi4CQiIiIio2LgJCIiIiKjYuAkIiIiIqNi4CQiIiIio2LgJCIiIiKjYuAkIiIiIqNi4CQiIiIio2LgJCIiIiKjYuAkIiIiIqNK/6ULQETfFq+wBR81/olxIUYqCRERfS1Yw0lERERERsXASURERERGxcBJREREREbFwElERERERsXASURERERGxcD5jdu3b5/UrFlTHBwcRKPRyNq1a1XvA5Dw8HDJmTOnZMqUSapUqSJXr15VjfP06VNp2rSpmJubi6WlpbRu3VpevXqlGicyMlLKly8vGTNmFEdHRxk7dqyxV42IiIj+JRg4v3GxsbFSrFgxmTp1qsH3x44dK7/88otMmzZNjhw5IlmyZJGAgAB58+aNMk7Tpk3l/PnzsmPHDtm4caPs27dP2rVrp7wfExMj1apVEycnJzlx4oSMGzdOBg8eLDNmzDD6+hEREdHXj/1wfuOCgoIkKCjI4HsAZNKkSTJgwAD57rvvRERkwYIFYmdnJ2vXrpVGjRrJxYsXZevWrXLs2DEpWbKkiIhMmTJFqlevLj///LM4ODjI4sWLJSEhQebMmSOmpqbi7u4up0+flgkTJqiCKREREf03sYbzP+zGjRsSFRUlVapUUYZZWFhI6dKlJSIiQkREIiIixNLSUgmbIiJVqlQRExMTOXLkiDKOn5+fmJqaKuMEBATI5cuX5dmzZ//Q2hAREdHXijWc/2FRUVEiImJnZ6cabmdnp7wXFRUltra2qvfTp08vOXLkUI3j7OysNw/te9mzZ9dbdnx8vMTHxyuvY2Ji/ubaEBER0deKNZz0RYwaNUosLCyUP0dHxy9dJCIiIjISBs7/MHt7exERiY6OVg2Pjo5W3rO3t5eHDx+q3k9KSpKnT5+qxjE0D91lpNa3b1958eKF8nfnzp2/v0JERET0VWLg/A9zdnYWe3t72bVrlzIsJiZGjhw5Ij4+PiIi4uPjI8+fP5cTJ04o4+zevVtSUlKkdOnSyjj79u2TxMREZZwdO3ZIwYIFDV5OFxExMzMTc3Nz1R8RERF9mxg4v3GvXr2S06dPy+nTp0Xk7Y1Cp0+fltu3b4tGo5GuXbvK8OHDZf369XL27FkJCQkRBwcHqV27toiIFC5cWAIDA6Vt27Zy9OhROXjwoHTu3FkaNWokDg4OIiLSpEkTMTU1ldatW8v58+dl+fLlMnnyZOnevfsXWmsiIiL6mvCmoW/c8ePHpWLFisprbQhs3ry5zJs3T3r16iWxsbHSrl07ef78uZQrV062bt0qGTNmVKZZvHixdO7cWSpXriwmJiZSr149+eWXX5T3LSwsZPv27RIaGipeXl5ibW0t4eHh7BKJiIiIREREAwBfuhBEMTExYmFhIS9evODl9X85r7AFHzX+iXEhn3V6IiL653zo9zcvqRMRERGRUTFwEhEREZFRMXASERERkVExcBIRERGRUTFwEhEREZFRMXASERERkVExcBIRERGRUTFwEhEREZFRMXASERERkVExcBIRERGRUfFZ6kRfGT7akYiIvjWs4SQiIiIio2LgJCIiIiKjYuAkIiIiIqNi4CQiIiIio2LgJCIiIiKjYuAkIiIiIqNi4CQiIiIio2LgJCIiIiKjYuAkIiIiIqNi4CQiIiIio2LgJCIiIiKjYuAkIiIiIqNi4CQiIiIio2LgJCIiIiKjYuAkIiIiIqNi4CQiIiIio2LgJCIiIiKjYuAkIiIiIqNi4CQiIiIio2LgJCIiIiKjYuAkIiIiIqNi4CQiIiIio2LgJCIiIiKjYuAkIiIiIqNi4CQiIiIio2LgJCIiIiKjYuD8j8ubN69oNBq9v9DQUBERqVChgt57HTp0UM3j9u3bEhwcLJkzZxZbW1sJCwuTpKSkL7E6RERE9BVK/6ULQF/WsWPHJDk5WXl97tw5qVq1qnz//ffKsLZt28rQoUOV15kzZ1b+n5ycLMHBwWJvby+HDh2SBw8eSEhIiGTIkEFGjhz5z6wEERERfdUYOP/jbGxsVK9Hjx4tLi4u4u/vrwzLnDmz2NvbG5x++/btcuHCBdm5c6fY2dlJ8eLFZdiwYdK7d28ZPHiwmJqaGrX8RERE9PXjJXVSJCQkyKJFi6RVq1ai0WiU4YsXLxZra2vx8PCQvn37SlxcnPJeRESEFClSROzs7JRhAQEBEhMTI+fPn09zWfHx8RITE6P6IyIiom8TazhJsXbtWnn+/Lm0aNFCGdakSRNxcnISBwcHiYyMlN69e8vly5dlzZo1IiISFRWlCpsioryOiopKc1mjRo2SIUOGfP6VICIioq8OAycpZs+eLUFBQeLg4KAMa9eunfL/IkWKSM6cOaVy5cpy/fp1cXFx+eRl9e3bV7p37668jomJEUdHx0+eHxEREX29GDhJRERu3bolO3fuVGou01K6dGkREbl27Zq4uLiIvb29HD16VDVOdHS0iEia7T5FRMzMzMTMzOxvlpqIiIj+DdiGk0REZO7cuWJrayvBwcHvHO/06dMiIpIzZ04REfHx8ZGzZ8/Kw4cPlXF27Ngh5ubm4ubmZrTyEhER0b8HazhJUlJSZO7cudK8eXNJn/5/u8T169dlyZIlUr16dbGyspLIyEjp1q2b+Pn5SdGiRUVEpFq1auLm5ibNmjWTsWPHSlRUlAwYMEBCQ0NZg0lEREQiwsBJIrJz5065ffu2tGrVSjXc1NRUdu7cKZMmTZLY2FhxdHSUevXqyYABA5Rx0qVLJxs3bpSOHTuKj4+PZMmSRZo3b67qt5OIiIj+2xg4SapVqyYA9IY7OjrK3r173zu9k5OTbN682RhFIyIiom8A23ASERERkVExcBIRERGRUTFwEhEREZFRMXASERERkVExcBIRERGRUTFwEhEREZFRMXASERERkVExcBIRERGRUTFwEhEREZFRMXASERERkVExcBIRERGRUTFwEhEREZFRMXASERERkVExcBIRERGRUTFwEhEREZFRMXASERERkVExcBIRERGRUTFwEhEREZFRMXASERERkVExcBIRERGRUTFwEhEREZFRMXASERERkVExcBIRERGRUTFwEhEREZFRMXASERERkVExcBIRERGRUTFwEhEREZFRMXASERERkVExcBIRERGRUTFwEhEREZFRMXASERERkVExcBIRERGRUTFwEhEREZFRMXASERERkVExcBIRERGRUTFwEhEREZFRMXASERERkVExcP7HDR48WDQajeqvUKFCyvtv3ryR0NBQsbKykqxZs0q9evUkOjpaNY/bt29LcHCwZM6cWWxtbSUsLEySkpL+6VUhIiKir1T6L10A+vLc3d1l586dyuv06f+3W3Tr1k02bdokK1euFAsLC+ncubPUrVtXDh48KCIiycnJEhwcLPb29nLo0CF58OCBhISESIYMGWTkyJH/+LoQERHR14eBkyR9+vRib2+vN/zFixcye/ZsWbJkiVSqVElERObOnSuFCxeWw4cPS5kyZWT79u1y4cIF2blzp9jZ2Unx4sVl2LBh0rt3bxk8eLCYmpr+06tDREREXxleUie5evWqODg4SL58+aRp06Zy+/ZtERE5ceKEJCYmSpUqVZRxCxUqJHny5JGIiAgREYmIiJAiRYqInZ2dMk5AQIDExMTI+fPn01xmfHy8xMTEqP6IiIjo28TA+R9XunRpmTdvnmzdulV+//13uXHjhpQvX15evnwpUVFRYmpqKpaWlqpp7OzsJCoqSkREoqKiVGFT+772vbSMGjVKLCwslD9HR8fPu2JERET01eAl9f+4oKAg5f9FixaV0qVLi5OTk6xYsUIyZcpktOX27dtXunfvrryOiYlh6CQiIvpGsYaTVCwtLaVAgQJy7do1sbe3l4SEBHn+/LlqnOjoaKXNp729vd5d69rXhtqFapmZmYm5ubnqj4iIiL5NDJyk8urVK7l+/brkzJlTvLy8JEOGDLJr1y7l/cuXL8vt27fFx8dHRER8fHzk7Nmz8vDhQ2WcHTt2iLm5ubi5uf3j5SciIqKvDy+p/8f17NlTatasKU5OTnL//n0ZNGiQpEuXTho3biwWFhbSunVr6d69u+TIkUPMzc3lxx9/FB8fHylTpoyIiFSrVk3c3NykWbNmMnbsWImKipIBAwZIaGiomJmZfeG1IyIioq8BA+d/3N27d6Vx48by5MkTsbGxkXLlysnhw4fFxsZGREQmTpwoJiYmUq9ePYmPj5eAgAD57bfflOnTpUsnGzdulI4dO4qPj49kyZJFmjdvLkOHDv1Sq0RERERfGQbO/7hly5a98/2MGTPK1KlTZerUqWmO4+TkJJs3b/7cRSMiIqJvBNtwEhEREZFRsYaTvjpeYQs+avwT40KMVBIiIiL6HFjDSURERERGxcBJREREREbFS+pEpMImDURE9LmxhpOIiIiIjIqBk4iIiIiMioGTiIiIiIyKgZOIiIiIjIqBk4iIiIiMinepExHRN4O9LBB9nVjDSURERERGxcBJREREREbFwElERERERsU2nESfGduQERERqbGGk4iIiIiMioGTiIiIiIyKl9Tpm8NL2kRERF8XBk6ibwwDNxERfW14SZ2IiIiIjIqBk4iIiIiMioGTiIiIiIyKgZOIiIiIjIqBk4iIiIiMioGTiIiIiIyKgZOIiIiIjIqBk4iIiIiMioGTiIiIiIyKgZOIiIiIjIqBk4iIiIiMioGTiIiIiIyKgZOIiIiIjIqBk4iIiIiMioGTiIiIiIyKgZOIiIiIjIqBk4iIiIiMioGTiIiIiIyKgfM/btSoUeLt7S3ZsmUTW1tbqV27tly+fFk1ToUKFUSj0aj+OnTooBrn9u3bEhwcLJkzZxZbW1sJCwuTpKSkf3JViIiI6CuV/ksXgL6svXv3SmhoqHh7e0tSUpL069dPqlWrJhcuXJAsWbIo47Vt21aGDh2qvM6cObPy/+TkZAkODhZ7e3s5dOiQPHjwQEJCQiRDhgwycuTIf3R9iIiI6OvDwPkft3XrVtXrefPmia2trZw4cUL8/PyU4ZkzZxZ7e3uD89i+fbtcuHBBdu7cKXZ2dlK8eHEZNmyY9O7dWwYPHiympqZGXQciIiL6uvGSOqm8ePFCRERy5MihGr548WKxtrYWDw8P6du3r8TFxSnvRURESJEiRcTOzk4ZFhAQIDExMXL+/HmDy4mPj5eYmBjVHxEREX2bWMNJipSUFOnatauULVtWPDw8lOFNmjQRJycncXBwkMjISOndu7dcvnxZ1qxZIyIiUVFRqrApIsrrqKgog8saNWqUDBkyxEhrQkRERF8TBk5ShIaGyrlz5+TAgQOq4e3atVP+X6RIEcmZM6dUrlxZrl+/Li4uLp+0rL59+0r37t2V1zExMeLo6PhpBSciIqKvGi+pk4iIdO7cWTZu3Ch79uyR3Llzv3Pc0qVLi4jItWvXRETE3t5eoqOjVeNoX6fV7tPMzEzMzc1Vf0RERPRtYuD8jwMgnTt3lj/++EN2794tzs7O753m9OnTIiKSM2dOERHx8fGRs2fPysOHD5VxduzYIebm5uLm5maUchMREdG/By+p/8eFhobKkiVLZN26dZItWzalzaWFhYVkypRJrl+/LkuWLJHq1auLlZWVREZGSrdu3cTPz0+KFi0qIiLVqlUTNzc3adasmYwdO1aioqJkwIABEhoaKmZmZl9y9YiIiOgrwMD5H/f777+LyNvO3XXNnTtXWrRoIaamprJz506ZNGmSxMbGiqOjo9SrV08GDBigjJsuXTrZuHGjdOzYUXx8fCRLlizSvHlzVb+d/yZeYQs+avwT40KMVBIiIqJvAwPnfxyAd77v6Ogoe/fufe98nJycZPPmzZ+rWERERPQNYRtOIiIiIjIqBk4iIiIiMioGTiIiIiIyKgZOIiIiIjIqBk4iIiIiMioGTiIiIiIyKgZOIiIiIjIqBk4iIiIiMip2/E5EREQkfNKcMTFwEhHRZ8MvbCIyhIGTiIiI6DPgD660sQ0nERERERkVaziJiL4hrGEhoq8RAycR0WfEwEdEpI+Bk4hIBwMjEdHnxzacRERERGRUrOEkIiKirwKvMHy7WMNJREREREbFGk4i+qawhoSI6OvDGk4iIiIiMioGTiIiIiIyKl5SJyIiBZskEJExsIaTiIiIiIyKgZOIiIiIjIqX1ImIviK8pE1E3yLWcBIRERGRUTFwEhEREZFRMXASERERkVGxDScRERF9FmyDTGlh4CQiIvp/DExExsHASURERPQV+JZ/8DBwEhHRV+Nb/sIl+i/jTUNEREREZFQMnERERERkVAycRERERGRUbMNJRET0lfi7bVjZBpa+VqzhpM9m6tSpkjdvXsmYMaOULl1ajh49+qWLRERERF8B1nDSZ7F8+XLp3r27TJs2TUqXLi2TJk2SgIAAuXz5stja2n7p4hER0X/Af72G92tef9Zw0mcxYcIEadu2rbRs2VLc3Nxk2rRpkjlzZpkzZ86XLhoRERF9YazhpL8tISFBTpw4IX379lWGmZiYSJUqVSQiIuILloyI6J/1NdcwEb2PMfdfBk762x4/fizJycliZ2enGm5nZyeXLl0yOE18fLzEx8crr1+8eCEiIjExMZIc//qjlh8TE6N6zek5Pafn9Jz+06b3G7D0o6bfN7zxZ10+p//3Ta+dB4B3jqvB+8Ygeo/79+9Lrly55NChQ+Lj46MM79Wrl+zdu1eOHDmiN83gwYNlyJAh/2QxiYiIyEju3LkjuXPnTvN91nDS32ZtbS3p0qWT6Oho1fDo6Gixt7c3OE3fvn2le/fuyuuUlBR5+vSpWFlZiUaj0Rs/JiZGHB0d5c6dO2Jubv7RZeT0nJ7Tc3pOz+k5/eefHoC8fPlSHBwc3jkfBk7620xNTcXLy0t27doltWvXFpG3AXLXrl3SuXNng9OYmZmJmZmZapilpeV7l2Vubv5JBwyn5/ScntNzek7P6Y0zvYWFxXunZ+Ckz6J79+7SvHlzKVmypJQqVUomTZoksbGx0rJlyy9dNCIiIvrCGDjps2jYsKE8evRIwsPDJSoqSooXLy5bt27Vu5GIiIiI/nsYOOmz6dy5c5qX0P8uMzMzGTRokN5leE7P6Tk9p+f0nJ7Tf73Ta/EudSIiIiIyKj5piIiIiIiMioGTiIiIiIyKgZOIiIjoI7FF4sdh4KT/rO3bt/+t6f/666/PVJJPs3Tpxz2CLrW0Hjv6oc6cOfO3pv/S7ty5I8nJyZ88/aFDh+T+/fufPP3Nmzc/eVoSuX79+hf9wn/58uXfmn737t1/a/qzZ8/K69cf9xhCXU+fPv1by/+vAyAajeaT98E//vjjM5fo4xw+fPgfP34YOOmLmThxoty4ceOTp//ll18kJSXlk6adOnWqhIaGyvTp0z9p+l69ekmXLl3k5MmTnzT937Vx40Zp2rSphIeHf9L0w4cPl2bNmsnBgwc/afo1a9bIDz/8IDNnzvyk6b+0+fPni4eHhxw8ePCj9yEAsn//fqlatarMmTNH7wlbH2Lw4MFSsGDBvxXaU5f7U4+FLyUsLOyTQ9tPP/0kvr6+cuLEiU/+0pw6daqcOnXqk6Zt06aNVKpUSZ48efJJ048dO1ZCQ0Nl7ty5Hz0tANm+fbsUK1ZMli9fLm/evPnoeSxevFgaNWr0t390/h2jRo2SPXv2fLHlh4eHf/IPxg4dOkiRIkUkJSXlk0LnmjVrpF69ejJ27NhPWr6IyMCBAyUyMvKTpj1x4oT4+vrKmDFj/tnQCaIv4PLly9BoNGjSpAlu37790dNv3boVuXPnRkhICJKTkz96+sjISLRq1Qply5bFtGnTPnr62bNno1SpUggJCcHx48c/alrd8iYmJgIAXr9+/VHziIqKwqRJk5AjRw4MGDDgo6YFgGXLliEoKAhBQUE4cODAR09/9+5d1K5dG/7+/pg1a9ZHT/93GfrMU1JSPmoe3t7eyJ8/P/bt2/dJ+9CAAQOQN29ejBgxAg8ePPioaV+9eoUqVaogb968OH369EcvW9fMmTPx/Pnzj5rm1KlTyjpPnDgRJ06c+Ftl+Fhnz55Fnjx54O3tjVevXn309G/evIGHhweKFSuGY8eOffRnf+LECWTIkAGtW7fG2bNnP3r5p06dQq5cuRAUFITHjx9/9PS3bt1CvXr14O/vjzlz5nz09ADQsWNHZMmSBfPmzUNcXNwHTaPdTr/99hvKlSuHBg0a4NKlS5+0/L/jxo0byJ49O7777jscPHjwH1/+gwcPkDFjRlSsWBFRUVEfPf2BAweQL18+VKxYEUlJSQA+7vxz9+5djB49GpaWlhg9evRHL//p06fQaDSoUKECLly48NHTA8Avv/wCU1NTjBkz5qOPn0/FwEn/OO3J8fDhw8icOTMaN2780aHz+fPn+P333+Hl5YUffvjhgwPD0KFDlXBw8eJFtGzZEj4+Ph8cOletWqX8f+nSpShZsiSaNWv20aHz5s2bOHnyJABg9erVGDVq1Ad9aXTq1Ekp/8OHDzFx4kRYWlp+cOicN2+e8v9169YhMDAQAQEBHxw616xZg8jISABvT9r16tVDuXLlPil0GjrJfciJT/ez/vPPP7F27VrcuXPng5a5e/du1Qnax8cHzs7OHxw6ly1bhiVLliivw8PDkTt37g8OnQsWLFC+4GJjY1G5cmXkyZPnk0PnnTt3kD9/fkyePBnAh22/yMhIFC9eHP3790eXLl2g0Whw+fLlj1quoeV8TGhPTEzE7t274e3tDS8vrw8OncuXL8e1a9cAAPHx8XBzc0ORIkU+KXRu2rQJTk5OaNWq1QeHzr179yI2NhYAcO7cOeTMmROBgYF49OjRB03/888/K8u6e/cu6tSpg/Lly39w6FyzZg327dunvA4NDYWZmdkHh84jR44o/583bx4qVKiAevXq/aOh88WLFwCA06dPw83NDTVr1vzo0KkNedof6h+z77158wYAcPXqVTg7O6NChQofHDp1z5NHjx5F3rx54e/v/8Ghs2vXrsqPwwcPHmDUqFEwNzf/qND57NkzAMD9+/eRK1cu+Pn54fz58x807axZs3DkyBGlnL/++is0Gs0/FjoZOOkf1aVLF/z222/KSSciIgIZM2b84NAZEhKCrVu3AgBiYmLw22+/wdPT84NC54EDB1CwYEEEBQXh4cOHAIALFy58cOicNWsWnJ2dMWLECGXYp4TO2NhYNG3aFIUKFcLYsWOh0WiwaNGi9053//595MuXDwUKFEB0dDSAjwudq1evhpWVFcLCwpRhHxM6IyMjUaxYMdSpU0cJbffv3/+k0Kn7WUVHR39wYNQVFhYGc3Nz5M6dG5kyZcLMmTPx9OlTg+OmpKTg5MmTMDMzQ48ePXDlyhXlvQ8NndHR0ShRogSqVq2KP/74Qxn+oaFz37590Gg06N27txJQ/m7oTEpKQqNGjRAcHPzB08TFxWHIkCGws7ND1qxZlf1WW9v+Prrb6Pbt2/jrr7+QkJDwQdPWrVsXv/76q7K83bt3w8vL64NC55o1a5AuXToMHToUN2/eBPBpoVN3nE2bNsHR0fGDQueMGTOUY1Ub7nRD5/tqOnft2gU3Nzc0bNhQCXgfGjpTUlJw7949WFpaom7duoiIiFDe+9DQuWvXLtjY2GDcuHHKsDlz5nxS6EzrOHnfObhnz57o1q2bcv49ffo0ChUq9FGhU/v5nT9/HsHBwahVqxb69ev3QTXN33//PSZPnqzsa1evXoWTk9MHhc558+ZBo9Fg2bJlyrCPCZ23b9+Gvb09ihYtqnz/fWzobN++PYYNG6acZ+7fv4+cOXN+UOhMTEyEjY0NPDw8cPLkyS8SOhk46R9VtWpVuLu7Y/78+R8dOu/du4fg4GDY2Njgzz//BPBxoTM5ORnLli1D+fLlERAQoIS2Dw2dd+/eRZcuXeDj44Phw4crwz8ldB4+fBheXl4wMTHBkCFDAPzvV/u7XLlyBT4+PnB1df3o0BkVFYVRo0bBw8MDPXr0UIbrhs79+/e/c/lz5sxBpUqVUL9+feUE97GhU/ekNnToUJQsWRJ58+ZFyZIlsWrVKsTExLx3ugMHDsDLywv79u3D48eP0adPH1haWmLixIlphk7g7aXEPHnyoFevXp8UOk+dOoWqVasiMDAQq1evVoZ/aOhcsmQJTExM0KtXr48OnWmV69KlS7CyssKCBQvSnFY7vXYbLl26FFZWVnB3d8eAAQOUmqL37YO6n8HgwYNRrFgxODs7o0CBApg7d+47v/TfvHmDrl27Il26dJg7dy6Ajw+dY8aMQZ48eTBkyJBPCp3a93TXc8OGDciTJw9atmyp1N6nJTQ0FJkzZ8bChQs/KXTOnTsXFSpUUF3K/piazoMHD6JAgQJo0KBBmqEzreY5V69eRbdu3eDm5obx48crwz82dOruh5s2bcL8+fMxbdq0D2oW1K5dO5QsWRKDBw/+pNCpXfbdu3dhYWGBli1bon79+vD19UX58uWVc+K7lm9mZoZZs2Yp+9q1a9eU0Pi+qxQ9e/ZExowZPzl0nj9/HsWLF0eRIkU+KXS2bt0azs7OmDRp0keFTm15YmNj4ebmhuLFi+PEiRP/eOhk4KR/hO5JqlGjRnBzc8O8efM+OnReunQJISEhsLKywp49ewB8WOjUDktOTsbSpUtRrly5jwqd2ukfPHiAH3/8EaVLl/6k0KmdT3R0NEqWLAl3d3eUKlUKx44dU95/3wF/5coVlClTBi4uLsqv8ocPH2LSpElphk7tPB89eoSRI0fCzc3to0Kn7jadN28e/P39/1boBKDUsq1atQpPnz5FsWLF4ObmhqtXr75zukmTJqFv377o2bOnaviAAQNgaWmJSZMm6YVO3fJPmzYNDg4OHx06tdvw9OnTqFSp0jtDZ+rakpSUFGX6xYsXQ6PRfFToTF0rd/v2baWML1++RPPmzdGmTRu9dTXk3r17ePPmDS5fvozBgwejVKlSCAsLUy41GlpmasOHD4etrS02bNiA+Ph4+Pv7w9nZGRcvXnznsl+9eoVBgwZBo9F8VOjUXafRo0cjd+7cHx06defx+PFjPH/+XFnnDRs2wNHRMc3QqRtQO3XqhIwZM35U6NRd9pw5c+Dn5/fRoVM7j4iICLi4uKBBgwY4dOiQ8v6HhM4bN24gLCwMBQsWxM8//6wM1wbhevXqvfcz1AoLC4OLiwt8fHzg6+sLKysrnDp1yuC4up9Hr169UKJECQwaNOiTQuf9+/fxxx9/oHfv3gDebpfNmzfDz88PZcqUMRg6Uy8/Q4YMmDlz5ieFzh49esDU1PSTQ+e5c+dQtGjRNEPnmDFj3ln+nj17Im/evJg4ceJHhU7tFYzY2FgULFjwi4ROBk76x+ietBs0aJBm6DR0I5HuAXDp0iU0a9YMOXLkwO7duwH8L3SWKFFCL3Rqp9UNnUuWLIGvr69e6GzVqhXKlSunqgHQ0k5///59dO7cGaVKldILnd7e3mjevLmq9iF1Of766y88fPgQ9+7dw6FDh1CrVi14eXmpQifwNkikXnetq1evolSpUnqhc/LkybC2tsaPP/6Y5vKjo6MxcuRIFC5cWC90am8k2rlzp970updcZ8+eDT8/P4Ohs0KFCsplU0NSUlLw8OFD+Pr6YuXKlQCAHTt2IFu2bErYf1doatCgATQaDapWraq0p9MaOHAgrK2tMXz4cL2aUt3yT506Nc3QWaBAAezatUuvDLqvjx8/nmbodHZ2Rv/+/ZX9ylCt2sKFCw2GzipVqsDZ2VnZF1Iv98CBAzAxMUG5cuXQqFEjJXD9+eefMDU1fe9l+bVr1yJbtmzK5/v8+XP069cPpUuXRp8+fZQy9uzZ02DwSklJwfPnz1GhQgWlGcjmzZthbm6O33//Xa+8hrx8+RIDBw5MM3SWLFlSFTq120/38xsxYoTB0Onu7o7ixYvrhRbdY2j06NHw9/eHl5cXypUrp4S+zZs3I0+ePGleXtdtNtChQweDoTNXrlyoXr26KvQY+vxnzpyJ8uXL64XOunXrokKFCpgyZYre8nWnP3DgAFxcXPD999/r1XRmzZoV06dPTzN0Xr9+HWFhYShQoIDB0NmwYUOcO3fO4LRas2fPho2NjXKz2bJly6DRaLB+/Xq99TZU/p49e6YZOmvVqpVm6Hzx4gVq1KgBS0tL1TkuOTkZW7ZsQfny5VGuXDmDl8d1lx8WFpZm6Ezr8rru+nTr1s1g6HR2dkalSpVUy9JOpzv9+fPn4eHhYTB05siRA/37939n+bt3755m6PT393/vjUSxsbHInz+/wdBpZmaGQYMGGSV0MnCS0aX1BVS/fn0ULlxYFToPHz6MLFmyqIKgoQP24sWLaNq0qV7o/P333+Ht7Y3q1asjJSVFtew3b94oX+4pKSlYvXo1fHx8VMu6ePEiateujXbt2ulND/zvS+fBgwfo0qULvL29VaFz2bJlcHJywtChQ1XTacu+du1auLi4YP78+cq8du3ahVq1aqFkyZI4evQogLdfimPGjEF8fLwyj4cPH+LWrVvKdLdu3YK3t7cqdD569AjDhw9HQECAwfJr5/f06VOMGjUKhQoVUoXODRs2wNvbG926ddMre1JSkqo8ixYtQvny5VWh88GDB6hatSqCgoJUd06nPnndu3cPrq6uiIuLw7Zt25A1a1YlsLx69QrTpk3DkydPVNPprstPP/2E9OnTY/HixXo1c126dFHWX3fZqdsZakNnWFiY6qYZNzc3FCtWTAkS2umfPXuG2NhY5QsqrZrOnj17wt3dHY8fP1aV+dWrV4iPj1fKoW0Tljp0FitWDHXr1tXbbp06dULLli1x7tw5zJ07FxUrVoSDgwN++OEHbNy4EQ0bNkT79u31toeuY8eOoVGjRnB1dcWOHTsAvP0S79+/P7y9vREQEICAgADY2toabNOp/bHg6uqKR48eYdeuXarPLjY2FpMnT8a9e/eUaQwd/3Fxcejfv7/B0FmqVCnkyZMHr1+/1jt+dUPUiBEjkCtXLr3QaW1tjWbNmhlc//79+8PGxgaLFy/GwYMH4erqivz58yvH/+bNm+Hs7Iw6derg+vXrej9cdV+3bdvWYOjUaDTo3r273rq/fv1aVfu5YMECvTvF7927B39/f3Tq1Elv/3358iWSkpKU/W///v0GQ2fz5s1hb2+vHH+GgsPNmzfRs2dP5M+fXxU658+fj+LFiyMkJER1vKSeR//+/REeHg4AWLlyJbJly4bp06cDeHse1t130jr/9+jRA56ennqh093dHWXLljX4gychIUG5mlW0aFHVclJSUrBt2zaUKFECJUuWVMqf1vK7detmMHS6uLjA3d0dT548UU2bej5dunQxGDozZcqE0NBQvWmePHmC+/fvK8Hx8uXLcHd31wud/fr1Q9WqVfUqSlL76aef4OTkpBc6c+fODTc3N9y4cUPZLsDb81dcXJyyr7969Qqurq56oXPcuHHIkSPHJ/W+8D4MnGRUugfLqVOncPr0aRw+fFgZ1qhRI73QuX//flSsWBHJycmq6e/evYtz584pB8a9e/fQpEkTvdA5btw4tGzZUnUyGjlyJIKCguDg4IDQ0FClDejy5ctRrlw5BAYGKie9mzdvKsvW7UakY8eOqFy5MpYsWYK4uDg8ffpUubyueyPRjh07DLaFW7duHbJkyYJJkybh+vXrqvf27duH2rVrw9raGvXq1YNGo1HuYgeAQYMGwd/fH+bm5mjatCkmTZoE4G1tRZkyZeDq6qqEzmfPnilfjtryT5o0Ca1bt4aXlxdmz56NW7duITY21uDl9f379yvbXTv91q1b0ahRI/j5+aFVq1bKZbeFCxcql9e1v6qjoqJUNwFp7yrWbu/79+8DAHx9fVG7dm1ky5YNM2fOVMa5fv06ypUrh3Xr1inDEhMT9S61tmjRAlmzZsXy5cvTvBysXY+dO3eiefPmqFevHlq3bq0E5+nTpyuhU7emM/XJeuPGjahQoQK8vb3h4eGhlC0yMlIJnbo3Ej169Ei1744fPx41a9ZExYoV0axZM+VkvmjRIr0bid68eaP3JXPnzh14eXkpzUi0Fi1apNS2ZM6cGfny5cOTJ08ApN0e89SpU2jatCny5s2rhM6YmBhMmzYNzZs3V4UN3ctz8+bNU7ZLtWrVULlyZWTNmhWzZ89Wxrl16xbKlSuHFStWqLa/dl579+7F7du3lc+rX79+eqFzy5YtaNWqlSrwTJo0CbVq1UKVKlXQsmVLZbihy+uJiYkG1/3u3bsoVaqUctPhhg0bYGlpid9++01V1pUrV6JOnTqq88f06dPRokULNGvWTGlzDbztmih16Pzrr7+QlJSk1wygSpUqyJ8/Pxo3bqwc2/PmzYOfn5/qRiLdfUf77+bNm1GrVi34+/ujUqVKyvS6l9d1z6vaAKLdf/ft24fx48ejdevWOHDgAF6+fIlHjx6hZ8+eepfXFy9erGzL1J+hVpMmTdC5c2ds3boV2bJlU7ZhSkoKJkyYgOHDh+sF9AMHDmDv3r3K9geAPn36oESJEggPD1eC0PHjx9GkSRO9879WfHw85s+fjyJFiqBu3bqqqxwpKSnYvHmzEsBTX5XYv3+/6i5/Q6Hz0qVLqFevnmr/mz59Otq1a4cffvgBEyZMUE2fOnReuHABSUlJeu2dK1euDEtLS7Ro0QIzZsxQxi1WrJjqRiLdH9q6+/GhQ4ewb98+1fbr3r27Xui8c+cOatWqpSrDhg0bEBQUhGLFiiEwMFA53nQvr+veSPSudvB/BwMnGY3uAde/f394eHggf/78yJ07t/ILEPhfm8758+crXT5op9eeMAYMGAAvLy9YWFigWrVqGDJkCOLj43H9+nU0a9YM1tbWypdxXFycKnD0798fdnZ2mDVrFnbt2gV7e3v4+/sjOjpadSNRyZIlVcvXLrtXr15wcHBAz549ER4eDo1GowQ0bU2nj48P+vTpo1p/3ZPFs2fP4Ovri2HDhgF4e9J89uwZFi1ahJMnTyI5ORlXrlzB6NGj0bJlS9UlkUGDBsHKygobN27E8ePHERgYCHt7e6VW7urVq/Dx8UHWrFlVJwrtNujduzfs7OwwYsQIDBs2DBYWFmjevDni4+Px8OFD5UYibRvA1OuvDcrdu3fHypUrkSdPHnh6eiqhed68eahcuTKqVaumd9OB9uao5cuXo3v37kifPr0y3a+//opcuXKhdu3ayvhxcXEIDg5G5cqVle03btw41KpVCwULFsS4ceNUbTybN2+ObNmyYcWKFXqXELXr/8cffyjlnzx5MpydneHm5qYEvOnTp8PJyQmdOnVShWOtTZs2IVOmTBgzZgyOHTuGZs2aIX369MoX/OnTp1GtWjX4+Phgw4YNqmUDb79UbWxsMG3aNCxYsAC5cuVCkSJFlC/KxYsXI126dOjQoYOqVli7/iNHjkTt2rXRtGlTJdSkDlRnzpzBkCFD4OjoqKqdBt5eKk3dz6Zu6Ny7d6/BeUZERMDT0xO///47unXrBo1Go4TyefPmwcXFBYGBgcr4r169QvXq1ZW+CVNvAw8PD9jY2Cg3zTx79gwJCQkIDw+HiYmJ0mWXbjmSkpLQp08f2NnZYfz48VixYgXSp0+PgIAAJbSOGTMGTk5O6NGjh6r9Xer1iYyMhLW1NRISErBlyxa9WvXx48frNdFITk5Gr169YG9vj379+mH48OEwMTHBDz/8oIzTqVMn5TK27g8f7fIHDBgAe3t7TJs2DceOHYO5uTkqVaqk7H/am3aqVKmCW7duqZYNvD3+MmXKhOHDh2P16tWoXr06TE1NlXNEREQEChUqhICAAOUKie62X716NSwtLdG4cWN89913yJ07Nzp06ID4+Hj89ddfCAsLg7u7u3Ju0rVv3z7l8nabNm2U9uGLFy9GqVKlkDFjRkydOlUZ//nz5wgODtZrR96nTx+4urqiWLFisLa2Rt26dZUfnr169YKXlxcGDx6s9/klJyfj3r17WL9+PbZv366cX968eaP0hZw6dGoZ2v+cnJzg7e2NqlWrKu+FhYXB1NQUs2bNUpox6ZahV69esLW1RXh4OHr27Ak7Ozs0bNhQGadnz57InDmzXttb7ecfHh4OKysrrF+/Hvv27UPlypWRK1cu5VyjvZHIzs5OLzzrlr9QoUIoVKgQ8ubNi+rVqyvj9ujRA87Ozpg8eTLu3r2rV4YNGzYgY8aM+Pnnn7FhwwaEhoZCo9Eo5y/tjUSfo0/g92HgJKMbPXo0rKyscPDgQcTGxqJXr17QaDSqPuEaNWoEKysrbN68GYD6YBsxYgRsbGywefNmPHv2DAEBAcidOzfOnDkD4O2liZCQEGg0GtUXa0pKCi5dugQPDw/s2rULwNsAZGZmpjo5pKSkYO7cuejQoYPeL+o9e/Ygb968Spu6kydP6nVjFB0djZCQELRt2zbNdi/R0dEoXLgwli1bhvv372PAgAHw9/eHmZkZihUrpvziBNRflHfv3kXZsmWV7bJr1y5kzpxZqVXSvTzTtm1bvS9ZbVsv7RfRsWPHoNFosHDhQmWcp0+fom/fvmjatKle+R8/fgwfHx+lK5XXr18jV65c+PHHH1XjTps2DcHBwXonvAsXLqBFixZwcHCApaWlqhZR2xZWG1zatGmDcuXKoUiRIkrtQp8+fWBvb48RI0bg999/R9asWdG+fXtVG8dWrVpBo9Eon7GuR48eoWTJkkqb3Hv37sHR0RHt27dXjTd+/Hi4ubnp3XAQHx+PunXrKpcPtf1etmvXTjXe4cOHUatWLb22xxcvXkSxYsWUULd+/XpYWFgoX9LabTh9+nT4+voabPc2YcIEZMqUCR4eHkqg0R1P+//Xr1/j559/RqVKlZT2q9raYk9PT71LlBEREXB1dUW+fPmwbds21XspKSm4c+cOQkNDYW9vDwsLC9WPoGfPnqF3794oWLAgSpcujcaNG8PHxwdFixZVPjvtvjh+/HjY2Ngo26B9+/bInDmzcpUhNjZW+SG3adMmVTnOnTsHd3d35QrG5s2bVW19tfr27YvatWsbvAypLU9iYiKqV6+OLl26IGvWrKpa9QsXLqBatWrKPqSdz6FDh+Dq6qp0GfbHH38gc+bMSo2eVqNGjVCxYkWkdvXqVRQpUkTZvgcPHkSmTJn0bqybMmUKOnXqpHf+iY2NRUBAAEaNGgXgbdc6+fLlU/Y/bTn//PNPeHp66h1/ly5dQr58+ZTzRXx8PExMTJT9WTvPjh07wtvbW6ldS0lJwdOnT5E3b17UrFkTTZo0gbm5uRJIoqKiUL16dRQqVAhLly5FTEwMLly4gKCgIHh5ealqhydNmgQbGxvlmJ04cSI0Go2qprFXr15wdHRUtot234mMjISrq6vS3tHT01OplX/9+jVmz54NX19fBAYGGgydwNu+T62srBAREYH4+HgMGTJE73wRFham1wYVeHv+zJ8/v1Jjunr1amTJkkWpodRq1aoV/P399ZZ969YtlClTRvn8U5+/tZ/3mTNnEBISYrBmfsKECbCyslLO4ePGjYNGo1GOH+BtTWfGjBmxfPlyAOpzQr169ZS73+/du4e8efMq5z/t8l6+fImSJUvir7/+MrgNPxcGTjKqpKQkNGzYEPPnzwfwti89S0tL5QtD9zLpwIED9RpbP378GP7+/li6dCmAt5dGs2TJonxZaMe/dOkShg4dqnfAXr58GcWLFwfwttP21LUaa9aswevXr9NsK7hx40ZUrlwZwNv2mVmzZlW+bF68eKEEXN32emmFzvr16yNHjhzIkSMH6tati99++w0vX76En58fOnToYHDahw8fws3NDXfu3MHatWtV5deecFM3ENfdBnv27IGPjw+Atzc16ZY/JiZGOelrL8OnXv8nT57Ay8sL0dHRuH37NhwcHNC2bVvl/a1btyrT6dbO6c5j8uTJyJAhA4oWLarqNB14W0O8Zs0afPfdd2jVqhUGDx6sfFmtWrUKrq6uyg+TEydOQKPRIEeOHGjYsKGqycHw4cMNtjm8desW8ufPj5iYGKWjZN2wqdv2Urd2W+vly5fw8PDAwYMH8eLFCzg4OKjC5rRp05SmDIbaTu7fvx+5cuUC8DZspt7/Zs6cqZrOUC8Fr1+/xsyZM5E+fXoMHDhQbxnA//abY8eOwcbGRhXstZdjvb29lR9pWsHBwXB2dka9evVUZdCaNWsWsmTJAg8PD72Q9ezZM2zfvh0tWrRAp06dMHr0aOUzSExMREpKCmJjY1G7dm3leN+8eTOyZs2qfGG/fv0aCQkJSEhIwMyZM/U+wz179sDFxQXA25q+rFmzKvN68eKFqisoQ5chp06dirlz5yIqKgrx8fFo3bo1MmbMiI4dOyrjxMbGonr16ggKCtILfKtWrYKnpyeAt2FTd/kxMTFYu3atwe2mdfbsWbi7uwOA3vEbExOjuhRr6Ph7/PgxnJ2dcfbsWTx+/Bi5cuVS7X9z5sxRmgIZukno+PHj8Pb2BvD2HOno6Ki6kqE9d9y6dcvgjU63b9+GnZ0d0qVLp5zDtW7fvo2qVavCzc0NWbNmRalSpVC+fHm9Hxxt2rRRLkOvWLEClpaWqmNA69dff1V9dtevX0fu3LmV3iiOHj0KKysrWFpaKsHw9evXmDZtGkqUKGHwaVmJiYlo1qyZEvDWrVsHc3NzZf/TvbFwypQpevvfypUrle+PNWvWqH7svHz5Urmiod1mqY/d+/fvo2DBgoiKilL2H93z99y5c/V65Uj9HdaqVStlmtWrV8PCwkK1D2pNnjxZb9qYmBjkz58fW7duxaNHj/T2n3nz5n30Q0v+DgZO+qxSH3AxMTHInTs31q1bhz179qgOuISEBAwYMEBVu5KSkqI6aGJiYlC6dGncu3cPGzZsMBi4tDU32hN1YmKictK7cuUK7O3tER4ermqvBbx96kZAQIASaAx9YaxYsUL5FW9hYaGafvXq1ahfv76qVkE3MDx69AhRUVGqIDN//nwsW7YMcXFxysmtefPm6NatGxISEpRptZdOHzx4gCJFiqBz587Inj276vJVZGQkatSooWw/Q+Vfv349XFxcsGLFClXNGvA2TDdq1Ehpl6c7D+32i4mJQcGCBTF27Fi4urqiXbt2qpuWAgIC9GqldG3cuBFz587Frl270Lp1a/j4+Kja/KUlMTER27dvV+7W3bhxIywtLbFkyRLs3r0bGo0Gbdq00evCSbc2C3gbAn19fTF16lQ4OTmhffv2qvLXqlULW7ZsAaD+wtC9tNa0aVOEhITA0dERHTt2VKZ/+fIlgoODMXnyZL39VttG9O7du6hevTpGjRqlXHbVOnbsGOrXr6/U/OhOf+LECWzevBkXLlxQgvwvv/wCExMTVXvh1D+UpkyZAhsbGwwePFh12Xfr1q0IDg5GqVKllJDx8uVLNGvWDOvWrTP4I2nt2rWYN28ejhw5orRV1m2/Zkjq7ZCcnIyqVati9+7d2Lhxo97xP3PmTGX76x6/utvP398fQ4YMUd2YArwNIEFBQaovzNTd39jZ2WHGjBmqm+oqVqwIT09PNGvWDOHh4ShfvjyKFCmiBH/dtoMRERGoUaOGUruuW7O6Z88eNGvWTAn3utNpj9+oqCi4urqie/fusLCwUNYdePsZ+/v7q+7I1k6vGx7r1q2LAQMGwNHRER06dFD2v8ePH6Nu3bpYsGCBwbADvD1u3N3dcf/+fTg7O6Nt27bKMvbu3Yv27du/sxu6EydOKH2t1q1bV+94e/bsGc6fP48lS5bgxIkTymev+8heDw8PzJ49G4cOHVJ9/omJiQgLC8OaNWtU80xKSkJSUhIGDRqEVq1aKcPLlCkDPz8/NGrUCObm5ti+fbuyDG2b8dTbIDExESVLlsS8efOwdetW1Q/uxMREjBs3TvkRrLv/ae3evRt169bFwoUL9T7/nTt3on379sr5U/fz1+5Ld+7cgbu7O8LCwvTO36dOnUKtWrWU2ntD5U9ISICHhwemT5+u9/2p3Ua6P+K1x5/uDXetW7dGeHg48uTJg/bt2yuf0ePHj9G8eXPMnj1brwmMsTBw0meT+gkk2kscvXr1QlBQEDJnzqy6jBUVFYXAwEDlSyR1zRrwtvahaNGiCAoKUtWMAm8vV1WuXBmrVq1STfvrr7+iT58+StDr06cPTE1NVd1ovHnzBjVq1ECNGjX0GqcvW7ZMqVHVXsLXaDTKZS3g7UmuZs2aepehtf9ft24d/Pz84ODggHr16uGXX37R216PHz9G//79YWlpqeqGZPTo0Wjbtq1yp++UKVOg0WhUNYvasFO1alW9GxTmzZunhLqUlBQEBgZCo9GonjDy+vVr1KhRAw0bNtSrmf3zzz8xYsQI5fLKsGHDlHZnuvr164dixYoZfEpQSkoKIiMjYWVlpVy6OnPmDJo1awYfHx/VIzYnT55scB4PHz7E/fv38eTJE/j6+iqXhV6/fo18+fJBo9GoegjQvUFi9uzZuHbtGhITExESEoKsWbOiVq1aqvn37t0bJUqUULaz7g1SXbt2Vcr9+++/I2/evPDx8VGFqb59+6JAgQL466+/VNv/t99+w6xZs3D37l28fPkSFStWhEajUV3GjIuLQ1BQEGrXrq1Xq6m9VO3k5ISyZcuiWrVqypfa1KlTkT59etW+CLw9duLj4zFo0CDMmzdPabbSq1cvZZytW7eiZs2asLa2RmhoKEqXLg0fHx+9G1RSUlJw9epV5MiRQ7n55/r162jfvj1Kly6tPEYTeNvcRfcLV0vbFjEpKQk1a9aEp6cnsmfPrjp+79y5gypVqmDmzJmqaWfOnInZs2fjzp07ePLkCYKDg2Fqaqpal9evX6N69eqoW7euwR9av/32G2xtbVU1utoQ9+LFC4wZMwaVKlVCvXr10LNnTyXgJiYmYvHixdi6dSueP3+Oa9euoXDhwkr/hKk/P+3xr1uGqVOnIjw8XNkGvXv3RrZs2VTHb+rzj3a7A29vOhw2bJgSpPv06aO0XU/drq9w4cLKcnRruXVDvLe3t975A3h7Xvb390/zsZyjR49WajUvXbqk9JOZ1sMhdPejixcvKj+Ufv75Z3h5ecHU1FTVlOnp06eoVq1amp2dnz17VrkRr0aNGggMDMSbN29w8OBBmJmZQaPRqK5Q6H4GN27cUGr/evTogWrVqqm67gLe1j4GBwfj999/V027cOFC7Nq1C/Hx8bh16xbs7Oyg0WhU+/3r168RGBho8PMfO3YsfvzxR6XmeeTIkdBoNKrvn1evXiE4OBgBAQF6xx/w9rtN2x5/xIgRqFixIjJlyqS6lP/o0SNUr14dEydOBKA+f/Xs2VOp8dUuv2rVqqof0n379kX+/PlVFQ7GxsBJn4XuwTJo0CA0aNBAOektX74cuXPnRmBgoPJrOjo6GtWrV0fZsmX1AtOIESMQEBCg3Am9bds22NraIigoCMDbL4WXL1+ievXqen2ehYWFwcHBAVOmTFFuTomMjFTuZh80aBD69++PKlWqwN3dXa/rjJ49e8LJyUn1JIeFCxeiVKlSqFKlCnbu3IklS5YgMDAQRYoUUX4Np74MnzlzZowZM0b5FWxvb68KR1u3bkVgYCBcXFxUl4Z79eqFnDlzYurUqcqdogkJCUqAaNGiBX744QdUrFgRHh4eaZZ/5MiRSs3rli1b4Ovri+LFi2Pjxo2YNWsWAgIC4O7urlf+1atXI2vWrAgPD1e+8M6dO4eGDRuicOHCGDFiBGbOnIkOHTqo2nSlpWHDhvD19VV+fFy4cAHNmzeHt7c3unfvjuDgYDg4OCjLv3nzJp4+far6TG/dugU3NzflzvCHDx8iNDQUmzZt0ruEpG02MXjwYOUO60uXLsHT0xMVK1bEuHHjsGrVKnTo0AEWFhZ65V+zZg0yZsyIkSNHKjXnr1+/RufOnVGsWDEEBwejX79+aNSoEbJnz67X0XVYWBhsbW0xffp05aaI+/fvI2/evChXrhz69euHX3/9Nc3P75dffoGtra3ypa5tm6WtxU5ISMDUqVOh0Wj0LnFqP//ChQvjxx9/hI+PD0xMTFRNCCIjIzFgwABUq1YNbdq0eWfXMaGhoShatKgSSG7duoWOHTvCy8sLrVq1QnBwMOzt7fWO38GDB6NcuXJKu8e//voLLi4uStu+uLg4PHnyBEFBQShXrpxe/4y2traYM2eOsv8eP34cBQsWRLVq1TBo0CBMmzYtze2n1a1bN6WZyrVr1zBv3jx4enqiVq1aWLx4sd66Am/DcVhYGOzt7TF9+nTlEvP27duRIUMGtGzZErNnz8batWtRuXJl1fGv/bIPCwuDnZ0dZs+erXyRnzp1CvXq1YOrq6ty42GlSpUMln/16tXInDkzBg8erPwIff36NerUqYOiRYuiQ4cOGD9+PJo3bw4LCwtl/9Muf9WqVciVKxc6d+6MK1euICUlBWvWrEHx4sURHByMe/fu4cCBA+jVqxfMzc3f+WSln376Cfny5VO2Q2RkJAoVKoQ6deooN2j6+flhzJgxqu0/YMAABAQEKD/atc16fH19lfJqa/7LlCmjt/+kdu7cOXh7eyttGK9fv660+TZ0dSc8PBwBAQFKW8+DBw/C2toaPj4+yuXrBw8eoHr16vD19dX7/siZMycmT56s7PeHDh1CxowZ0bx5cyxevBjr1q1DlSpVDH7+2htMf/nlF+WHwOvXr5UbdTp06IA2bdro7b+6taoDBgxAYGCg0lxjz549KFSoEMqXL69svzt37qi2n5a2jWn//v1VTa1CQ0ORI0cOtG3bFmFhYQgJCYGlpWWaHfUbCwMnfVb9+vWDtbU11qxZo+o899dff0XBggVRpEgRlC1bFqVLl0aJEiX02vv07t0b9vb2mDdvnnKpKiYmBhMmTICJiQmqVq2KmjVrws/PT+8GhbVr18LBwcFgp8EXL17EmDFjUKRIEdSqVQtdu3ZVtTcD3tas2NnZqboX0Vq0aBFq1qyJLFmywMfHBw0aNEBCQgJu376tOuBv3LiB0qVLK5dOnj9/DgcHB3h7eyNfvnzK5dC4uDjMmTNH1T3Srl27kDt3blVjel0LFy5E06ZN0axZMwwbNkyv/HPnzoWNjY3qZizg7cl4586dqFOnDuzs7FC2bFk0a9ZMb9tHRkYiZ86cBp+0dPLkSQwaNAh58uRBqVKlULt2bVXn2Gn197lt2zaULFlStU5XrlxB3759Ub58edSuXVspR//+/ZE3b154enqiRYsWSo3U2bNnkTNnTnTr1g0rVqxA9erV4efnp9dm78SJE7C1tcXs2bP1ynPmzBk0b94c+fPnR7FixVC9enW9L9urV68if/78qloQrbi4OMyYMQP169dH5cqVERoaqtd2dunSpciZM6eqLZm2bHfu3EGrVq3g5eWFatWqoX379qrPLzk5GW/evEGTJk2UmmhtExJtrUZcXJxSQ7F69Wq99mY7duyAubm5sq2fP3+OuXPnIlOmTKo2i9p5pf6stLSfx/79++Hl5aVq8nL37l0MHz4cgYGBqF+/vl5g0vYIsWrVKtWl2s2bN8PCwgJFihRB8eLFUbZsWXh6eqr2wcWLF8PBwcHgJfJDhw6hY8eOcHFxQUBAAFq1aqWsf+ryp6SkoEWLFnB3d8eIESPg6+uLmjVrokOHDkrXXob6GJwxYwbs7e1x/PhxvSCxfv16VKtWDTY2NkqH7amPnz/++AO5c+dWPf1H69SpUxg3bhzc3NxQu3ZtdOnSRe/4PX/+PPLkyaO6CqQVGxuLAQMGoGrVqihVqhRCQkL0Omfft2+fcjOU7ucbGxuLxYsXo3jx4siWLRsKFy6MUqVKvfepQEePHkXJkiWxceNG5b2zZ8+iWLFi8PT0hJubGwoXLqza/gMHDoSVlRW2bNmi1PABbysd/Pz8kDNnTri7u8PT0xOlSpVCQkICkpOTkZSUhGvXrmHy5MmYMmUKnj59qrrionuTzMyZMxEYGKj8oNOt9R0wYABsbW2xZs0aVZvU7du3w9raGl5eXihcuDB8fX3h5eWl+gynT58OW1tbnDx5Um+/3rlzJ0qUKIE8efLAx8cH33//vd7nv23bNjg4OCg/tFL7/fffUb9+fTRs2BDh4eF6n792+1lbW2PDhg2qmuc//vgDHh4eKFSoEAoXLgxvb294e3urynDlyhU4Ozurmp3oGjt2LJo2bQofHx907tz5vc9eNwYGTvpsTp48qTylRUv3i3/v3r2YNm0a+vbtiwULFui19zl8+DDy5ctn8Ck3b968weHDh9GqVSt07doV48eP1ztgR48ejcqVK6tOQKlrwFL35ajbdqVVq1bKZY+0Ogu/du2a0u3SmjVr9O4WfPPmDQYMGIDr16/j3r17KFCgADp16oR79+4hICAAFhYW6Nevn8Htt2DBApQoUQLx8fF6NxAYal+Uev1+/PFH5bJZWuPfvn1b1VZU9/2lS5eiRIkSqjanqaePjY1FcnJymk8x2bBhg6oh+5s3b5RHjupKSEjAmzdvlHKsXLkSTk5OWLFiBQYOHIjSpUujdOnSSs3o3LlzkStXLhQuXBh+fn7K56L7Wc+fP1+va6vUN6G9evUKL168MFj+iIgIODs7q77IDbVrSqu93LBhw1C9enUkJCSk+Xi7+Ph45Qs6JSVFb/vWrVsX69atU26u0W3vNmvWLKxatUo1vu70ixcvRr58+VQ3Ib1+/RqTJ0+GRqNB3759leGGbnBbvXq1XtOGChUqKFcWtLQ1Uqn3oYsXL6JQoUJ6d/pqRUVFYezYsRg5ciQWLlyod/z369cPNWvWVB2TqY/f2NhYg21lgbeX0bXt2WJiYpQ2qz///LNSk718+XL4+voqfR7q6tChg9Jm0NDy37x5g6ioKDx//tzg8TNq1Cj4+/urhqUuf+pwrPv+jh07ULBgQVUfmIb2szdv3hh8ks2gQYPQpEkTAPptsbXj7N27Fzdv3lQFbt1lpD7fBQUF6d19f/XqVfz+++965+BLly6haNGiqjbduvO+cOEC1q5di/Hjx2PdunWqz//y5cswNzdHmTJlkCFDBpQpUwYbNmxAYmIiYmNjUb9+fWTPnh3Vq1dH+vTp9dp9Av/b/1K3Kdcu5+zZs1iyZAmGDRuG1atX6+1/HTt2VGrFte+lfnBDVFQUHj9+bPDznz17NsqUKaP8gNSdj3b8d33+ly5dgpubm972084rMjISa9euxejRo7F27Vq98h89ehQFChTA5cuX33kDqzbkfwkMnPTZHDp0CLly5VI9tUUrMTHR4Jd86ssBzs7OBvvCTOsLXHf6oUOHomTJknp9qSUkJGDFihV6ndmmnldwcDBat26tV8bXr1+rGnbrzrdevXqws7NTunwB/ndS6d+/P+rVq6csV9vmr3z58gaf9ztv3jxYWVmpGsBrG4GvW7dOr8uT1Bo2bIjvvvvOYPm1l5d0pV7/6dOnI3/+/Ep5dd//888/VV1mGLqj9tixY3B2doatrS3GjRunXBbevn27qmsbQP25JScnY/Xq1Uo716SkJKVGoWTJkkrovHbtGu7cuZNmmA4PD4ebm5vBZRw7dkyvs/3U1q9fDxsbG6VNp+6Xb0REhMF9QFfjxo3h6+urt/ykpCTs27dPqZHRzk+7DUeMGKHUSoSEhCBv3rywsLBQtdeKiopC5cqVVe3IUjt27BiyZcum6hgaePtFlT17dmg0GnTt2lUZrvvZRUZGwt3dHVmyZMGgQYOUWq3Dhw+jWLFiBvsXTf16//79sLGxUWo2dYN5Wk8/0r2cWr9+fQQHB+uVT/sEotT7f+obhOzt7VVNYZKSklTBMiEhAdWrV0f9+vX12l0nJiaiTJkyquNfNyQcPXpUL6Rq39f+279/f/j6+urtl4mJiVi9erWqj83U5Qfe9ghgbW1t8MfusWPHDN6FrSskJETVzlp3/oYe1ZnarFmz0LlzZ9y6dUuZ9syZMyhYsKAS8Ax126Mddv78edjZ2Rms4UtISNB71KzuDWajR49GWFgYUlLePjrV398fpUqVUprRXLp0CaNGjUKXLl2UConU2+/EiROwt7dXrozpvv/mzRuD3SZpl5+QkKDUHOuWD3j7+Z85c8ZgTbqu3377DTY2Nqqn2WmXsWHDBoPnfF2RkZGws7MzWPMcHx9v8EeS7ufxxx9/IH369MqPCd398MSJE6qnCX0pJkL0mcTFxUl0dLQkJCSIiEhiYqLy3v79+2X79u2SlJSkmiZdunTK/zNnzixJSUny119/qcYBIAsWLJDIyEjRaDTKsNTTFypUSM6fPy9bt26VlJQUZfibN29k3rx5sn79etV8tfPSyps3r+zevVseP36sGv706VOZM2eOREREqIZnyJBBli9fLv7+/lK3bl3Zt2+fiIiYmpqKiMj58+clOTlZsmfPLiIisbGx0qZNG1m/fr3Y2trqbb/ChQuLra2tzJo1S+7fvy8ajUY0Go0kJibK+PHjZfny5XrT6HJ1dZWzZ8/K+fPnle0jIvLixQv55ZdfZPfu3e9c/0KFCsm1a9dk48aNeu+vWbNG1q9fr2xXjUYjKSkpYmLy9hRy8eJFKVmypFy8eFFCQ0Nl7969UqNGDQkLC5OrV6+KjY2NXL58WUREkpOTlc/t999/l+HDh8vUqVPl6dOnIvL2M61QoYKMGzdOAEjFihUlNjZWXFxcJHfu3GJiYiIpKSmSPn16VfmrVq0qV69elblz5yrzERGJj4+XRYsWyeHDh1X7RWoVK1YUMzMz6dGjh4i8/Xy1li9fLrt27VL2bUMaN24s165dk9mzZ6uW//DhQxk/frycPXtWRETu378vFSpUkGbNmkmPHj1k1KhRUrZsWRERmTJlitja2oqNjY18//338uLFC3n48KG0bNlS4uLi5M6dO3Lp0iWDy8+TJ49UrlxZpk+fLvv371eGW1paSu3atWXWrFmyePFi2bx5s+qzO3XqlBQpUkTOnTsno0ePlnPnzskPP/wgrVu3lqNHj4qlpaVcvHhRtSzt/qW7j9jY2IiJiYkcOXJEeU+7vTdt2iTbtm3TK3O6dOmUctSpU0d27typHKfa4Y8ePZLp06frrbd22VOmTJG5c+fKtm3b5KeffhJ7e3tJTEwUjUYj5ubmEh8fL9OnT5c6derInTt3ZMmSJaqyaTQaSZ8+vXz33XeyZcsW5TjXzv/27dvy66+/6p2XtO9r/y1durRERETI2rVrVePFxsbKokWL5MCBAwan1woKChITExPp2rWriPxv/wMg8+fPlz///FPv/KkFQPLkySNPnjyRGzduSEpKirKOMTExMnHiRPnzzz9V06Q+Fi5evChnzpwRDw8PCQsLkw0bNoi7u7vkypVL+Uy1n4l2mSL/289fv34tcXFxEhsbKyKiOlYiIiJk+fLlEh8fLyJvzwEajUbZv83MzMTLy0s0Go1YWFjI+vXrJUuWLDJ06FDZvHmzuLq6Sp8+fWTixIlSuXJl1flNy8zMTB4/fqzaT7TreOjQIdmxY4eyfC1t2TNkyCB16tSR48ePK8eO9vO5efOmjBw5Uq5cuaKaNvXnV7RoUbGyspKZM2fKw4cPlfcTEhJk3LhxsmLFCr0y6wIgT58+lQcPHoiISFJSkrKeR44ckY0bN8qbN28Mll9ExN/fXzw8PKRLly7y8uVLSZ8+vTL99OnTZd26dZKcnPzOMhjdl8m59G+W+peqVmJiIgIDA+Hp6alqv/X69WtUrVoV/fv3f+d8L168CEdHR3Tu3Fl1aS8xMRGVKlVSXRJMS7t27ZAlSxZMnz4dR48eRWRkJKpVqwYvL680H/Wn249koUKF4OPjg2vXruHRo0eIjo5GYGAgypcvn+ZliMTERDRo0ABWVlaqtoqjR49GiRIl0KNHD4SGhiJ79uzvrWXr378/ChcujI4dO2Lbtm3YsWMHqlWrBk9PT4P9TKYuh4eHBzw9PXHgwAE8ePAAd+7cMXhzRlp69eqldIx/584d3L9/H71794aVlZWqb0fdX8oDBw5EwYIFVX0KPnr0SHkcZFBQEDQaDRwcHFSXCwcOHAhzc3OUK1cO+fLlU57PrZWUlITdu3cjd+7caNOmTZpdn2g9f/4cP/74I/Lmzau0g3vw4AEGDhwIGxsbvf7udGk/21WrViFHjhyoV68eLl68iMOHDyt3CZ8/f/6dNQS3bt1C8+bNUaZMGfzyyy+IjY3F2bNnUbNmTXh7e6u2f0REBDJnzozMmTMrN8dpawEjIiLg5OQEZ2dnFChQAD4+PvDy8kJwcDBcXFxUNS2p98ktW7agYsWKqFixIn755Rfs2LEDVatWRY0aNXDz5k3kyZNH6WoKeNvmzcXFRdVV1fPnz3H48GEEBQWhVq1a0Gg0MDc312szmFp0dDQqVKiAOnXqqNoxJiUloWrVqsrlyrTcu3cPzZs3h7OzM5YtW4bnz5/jypUrCA4O1tt+WikpKejUqZNyB/u1a9ewaNEieHt744cffsDy5csRGxuLtm3bokmTJgbbzWkdPXoUgYGBqFKlilI7f+/ePdSsWVPv5pK0dO3aFRkzZsT06dNx8uRJREZGIiAgACVKlHjv9PHx8Rg/fjxcXFzQsWNHxMTE4Ny5c+jfvz9y5Mih7CdpefjwIezt7VGzZk3lhqHExEQMGDAArq6uBp9iBLxtSqPbTnfWrFn44YcfkC1bNnTt2hX169dHpkyZlDbPum0zU9M+9U33WHv9+jUCAgL0miudPn0a+fPnh5OTEzQaDX766SfVvF6+fIlq1aqhcOHCWL16tVJjntZTheLi4tCkSRP4+PiomjklJiaicuXKSu11Wufx/fv3o2zZsmjYsKHSLEz7mEjt+fN9NYTdunWDu7s7unbtiv379+PPP/9UPn9DN5im1qJFC+TLl0/VDj8+Ph5Vq1ZFly5dVOubWlJSEiZOnKi0Mb116xaOHTuGfv36IUeOHF+kzWZqDJz0UWbOnIm+ffum+VSHLVu2oHLlysibNy/mz5+PX375BdWqVVPu6Et9sKU+cJYuXYosWbKgefPmmDlzJtavX49KlSqhWLFi77ykoTvfnj17wtnZGVmzZkWxYsVQrlw5vQbeqWnndeHCBXh6eiJnzpxwcnJCiRIlVDc3pRX6UlJSUK9ePVhZWSmX1y9duoRu3brB09MT5cqV07skllb5x48fj6pVq0Kj0aBEiRKoWrXqe8uvHf7s2TOULl0aLi4usLKyQokSJVSN41M3UUjt1atXGDJkCExNTZEnTx7lcXC6d9LrCg8Ph42NDXbu3Gmw7dmjR49w8eJFdO7cGU5OTkofePfu3UNISAhOnDiB+Ph4nDp1Cp6envDw8NBrg3nixAn88ccf0Gg0ShBI68R/8eJF9O3bF6ampnBxcYG7uzty586dZvlTzycuLg47duyAq6srHBwc4OzsjCJFiiiPH9W6d++ewTKcPXsWPXv2VDr4L1CgAHx9fVU3RwBvmy9kypQJ2bJlQ/PmzfXmEx8fj+nTp+OXX37BqlWrcOHCBRQpUkT5IkrdTlK3LLt370bnzp2RLVs2uLm5oWzZssrnX6pUKaVrmsGDB8Pa2hp79+5V/cDTzismJgY3b97EwIED4eLignHjxmH8+PFo0KCBwW0JvL1xpUiRIqhcuTL69u2LadOmwc/PT3VH77ucOXMG3bt3R4YMGZArVy4lcBs6/rTlrFOnDlxdXfHbb7+hXLlyCAoKQvv27VGhQgXl0ZtxcXHv3feBt48x/f7775EpUybkz58fhQoVMnj8pCUuLg7Dhg2DpaUlbGxs4O7ubrAz9LQ8fPgQs2bNQq5cuWBtbQ1XV1e4uroq+6+htsu6871w4QJy586t3NhTvXp15MiRI839X9urxfjx45WmJMDbkHj8+HF8//33qFChgtIF2YwZM9C0aVODD0kA3l5Wr169OjJlyoRhw4Zh4MCBqFKlCjw8PFTn/+fPn6Ny5cr48ccfsWnTJqXXj2nTpqm2sfbBGNobQX/99VeEhoam2YZ8+/btqF27NgoUKIARI0Yo3V/Z2toif/78qj5TDdmwYQOCg4NhbW2NfPnywc3NTXX+106X+vK47vyGDRumbDNPT09UqlQJCQkJ6Nixo3KOTGv5ERERygNCRowYgcGDB6NSpUooUqSI6vsvrcf4xsfHY9asWfDx8UGGDBmQP39+FC5cOM3P/5/GwEkfbPr06dBoNEq7mrScPHkSbdq0QZ48eVCmTBk0atRI74SburZJ9wS6bt06BAUFwdraGiVLlkSNGjVU0587d04JvIb6wATehr3Dhw/j+PHjyg0Oqe88fdev1aVLl2LWrFlYtmwZkpKSVB21A2+7alm6dCnWrFmjattYt25d5MiRQ/mFHR8fj4SEBKxatQphYWHo1KkTdu3aZfCLR/ckFB8fj0uXLuHu3btKw3FDX9hphdadO3di4cKFWL9+PZKSknDr1i0sWbIEkydPVk5W7/ryO3HiBNavX4+NGzem2Xb09u3b8PLywsqVK9Msk642bdrA29sbs2fPRubMmeHp6amqtTl//rzB0Am8PcE3btwY5ubmShuxtJbz5s0bnD59GtOmTcOaNWv0+ik8f/680sVKWrQ3qZ09exbR0dGqZYWGhqJu3bpKX7GpvXr1Cnfv3sXatWtx6NAhvf2vV69eqFOnDk6fPo29e/fC0tJSudnjXeXx8PBAtWrV0Lt3b2g0mne2aQSg1NBr9ezZE3ny5MHNmzfx4MED+Pj46D35Ka0vQu3zpDNkyJBmt0K6/UD+9NNPcHV1hZ+fH5o0aaLq59JQeVPf6HfmzBmsXbtWdazofuEmJSUpV1piYmIQEBCAwoULY9SoUcoPu6VLl6Js2bJ49uyZ6iaKmzdv6t08qLv8qKgo7Ny5E1OnTlVuLjF0g9e7jp8LFy7gyJEjOHLkSJptjrUM/Qh//vw5NmzYgEOHDuH+/fuqHj927NiBLVu2pNme9unTp/j111/Ro0cP/Pzzz6orE7q0d2UfPnxY75yo2wF9dHQ02rVrB0tLS2g0GtXTlQx58uQJBg4cCB8fH1SsWBFt2rRR1SzfvXsXffr0QbNmzZRjKCYmRmkDnbpfTO3/p02bBo1Go3e+0S038Hb/Cw8Ph5OTEypWrIhmzZph2bJlCAwMRNmyZQ2GTt3p//rrL+zbtw8TJ07EmjVrkJSUhDVr1ig/9nr16oU2bdq88waguLg4nDlzBjdv3kRycjIePHiAAgUKwMXFRWnLndaxdvXqVQwZMgRubm6oXLkyWrVqhUuXLmHLli1ITEzEihUr4OPjo+qJQHd+2u+Lffv24cKFC+9tO/pPYuCkD7Jo0SKYmJgYvINcy9AXnvaO69WrV+Pnn38G8PayU5MmTd550o+NjUV0dDSioqJUd+OtXLkSLi4uWLBggcHnShs6iHU7do+Pj9e7qUiXoS+RESNGoF27dsqB+8cff8DU1BSenp4wNTWFj4+PqlPoevXqwdbWVtlWM2bMgIWFBUJCQuDs7IxSpUqleXnaUIjSLb+28bfuTRipv6xTb4szZ87A2dkZJUqUgKWlJQoVKqR3svoUZ86cQebMmZXLp7rl0D0Za5d18uRJFCpUCMePH0fVqlWRLl061c1WwNsv6pIlS8LGxkbvc3r06BGaNWuGzJkzvzN0vmvY6tWr4eTkpOqwPLV31WLdvXsX3t7eaXZ+ndbytZ/L6dOnUbJkSdU227JlCywtLVU3LHTs2FHpZ1O39ipjxozIkiWLcmNe6ruKDZVh//79aNmyJezs7JSajkuXLiFTpkx6NxgB6ht8tJ/j2LFjISJKl1lpbaPU+4BuzWJiYiIePHiA58+fK/tEWpfJU9Ndz3HjxqFWrVpwc3PDjz/+qDRT0X20qrZ5T6NGjVTLCA8PR1BQEHbu3JnmFZPUy9etmb5z5847O8pO60eQ7ue/adMmLF26NM0n/KSex9OnT1GuXDl06NABq1atgkajUXVVZGg5qel2Fae9NN28eXPlJjJDNwHqvp4/fz5EBH369DE4f0NSn9/j4+ORlJSEfv36wcHBAfnz59dbz8aNG8PPzw+TJ09WlWXRokXQaDTKjXsfcty/evVKNUzbtZWvr+97Q6euuLg41K5dG+nTp0fTpk2RJUsWvUfEvm8eSUlJuH79OsqWLYu8efMaDJ2Gyj9o0CDs3bsXzZs3h0ajQZ8+fZAuXTrVgzM+ZPlfCwZOeq+5c+cql3e13vXrPvXJKy4uDgMGDED69OlRtWrVdx6wqel2C7RkyRKMGTMG6dKlQ8GCBbF06VKlti6tA033gP75558RGBiIokWLok+fPnp3radl4cKF0Gg06NGjBy5evAgfHx9Mnz4db968wZUrV/DTTz+hRIkSSv+JycnJCAwMRL58+TBlyhSkS5dOucvz5cuXyJEjB9avX68Kkh9yuTEsLAyOjo7IkCED6tatq7qsauhLEnj7BZcpUyb0798fUVFRuHr1KnLnzq08QeZDGQr1N27cgJubG2bMmKG6Ixt4W7uk+xg3APjuu+9gY2ODJ0+e4OnTp/D19UWBAgVw6dIl1XhnzpxBixYtDO5jHxo6Ddm1axeyZMmC33//3eAdn+8zcuRI1KxZE02aNPmkwD5q1Cg0btwYTZo0UQWo5ORkbNmyBdmzZ4eXlxd8fHzg4uKit0/MmzcPFhYWsLKyUt3N/b595/nz55g0aRKuXLmifHb37t2Dp6cnxo8frwQv3Xasuk8ymjt3LkQE6dOnV/U9+q7tnvockJKSglGjRqF06dIoVqwYKlWqpFzG/5guWvr16wd7e3tMnDgRW7ZsQbp06fDdd98p7QpfvnyJBQsWoHr16ihSpIjqErRuH43vaoeoS7dsQ4YMgYeHB/LmzQt3d3ccPnw4zbvvDVm9ejVsbGxQpUoVODo6omLFiu/sdUDr+fPn+O233+Dk5AQzMzPl+fEfcs5ISUlBnz590Lp1a71jODAwUPVcba34+HjVD8HZs2dDo9EgQ4YMSs8J71p26s9eW8Ov3VYPHjxA7969YWNjgz59+qjK9fTpU9SuXRulSpVSrkxov3+8vLyUmt73HfPaUJ36/xs3bnxn6ExLQkICcufOjQwZMigd2n/I9k893qlTp+Dh4YESJUoovSmktfyxY8dCo9Hgr7/+QkpKCvz9/fV6mvi3YeCkd5oxYwbSpUuH9u3bo1y5cqhfv/47ayfSEhsbi5IlSyq/0rQ+9MtG23B+9uzZ+O2331CmTBm4uLhgyZIlBms6U+vbty9y5syJ4cOHY9myZTA1NUWbNm0MduGkSztPbc1C586dUbt2bVUXN7dv30ZoaCj8/PyUk0hiYqJyokzdJZGnpyfq1KmDMmXK4IcfflDCz7vatx44cAAeHh7Yu3cvtm3bBn9/f1SuXFk5+Rla/6tXryJjxowYMGCAanjZsmXRv39/NG/eHEuWLNHrriW11OXSDZc1atSAu7u7qsYvPj4eNWrUUB77lpKSgjNnzkBE0KRJEyVoPH36FKVKlULBggX1QmfqZemKiop6b+jUvdysvcTUtm1bvcf7va9NsW45fvnlF2TOnBlubm7v/aFjyIQJE6DRaODs7GywluzChQto164d+vTpg8TERKXbGO0yjh8/jqtXr+LAgQOwt7dHQECAMm1aX3663YmlpKSoavWaNWsGJycnbN26VVmG9pGtDRo0QEpKCqZNmwZTU1OULVsWDg4O6NKlyztvvkpLv379YGtri4ULF2Lz5s3w9PSEs7OzEmA/5Dxw9uxZFC5cGHv27AEAHDlyRO9xiXfu3EGnTp3QoEED1WXcCxcuoGDBgti8efNHlx14WzOaM2dOLFu2DPfv34eXlxfc3d2xbt26NGuZdR0/fhy2trZKYIuIiIBGo8HYsWPfOZ32czly5AgyZ84Me3t71c01H3IOPnnypLItdD+7Nm3awNXVVe+H9927d9GsWTMcPnxYOf83a9YMIgIPDw+l5vJDAxfw9gdOqVKlEBERAeBtW9Xu3bujTJkyGDJkiGrcJ0+eKF0DTZ8+HenTp0eHDh0QEBCA+vXrG+z2yJC03n9fTaeW7rAnT56gSpUqqFixIszNzZXL6x/zYyk8PBzBwcEoUaIENBoNChYsmObl9VevXqFSpUrK0+m2bNkCFxcXlClTBtbW1li/fr2qP9/3rfPXgoGT0qRts6l9ROWsWbPg7e2N+vXrf1A7QF0xMTEIDQ1Fu3btYG5ujkmTJinvpT5xpT5obt++jXz58um1HQsMDISjo6OqptOQDRs2oECBAsplzAMHDiBDhgwwNTVFcHBwmm2ctGXRlmfFihXQaDTQaDTKiVMrMjISGo1G9ag1bc3o4MGDlfHq1q0LBwcH/Prrr+jQoQMcHR3h7++vV1OS+gR0+vRp1V2K165dUx7taSh0Jicno2/fvrCxsVGetQu8rWUzMTFB48aNUbp0aZiamqJr1656l7/+j72vjssqW7//HhARAQFBWrq7O6VbUAxMDFRUECQURexu7O5CRLET7MLEcQYDFUVsFEGa9fuD39n3bM6LOjPeOzP3uj6f+7njy/uePnuv/TzrWY+g41i6dCmioqLg6+uLuXPnor6+HrW1tbC3t4eJiQkGDx6MKVOmwMXFhRQJAP96RtatWwcZGRmkpKRQpNPBwQHGxsa8Kmj2XIqLi1FUVET50719+xZ9+/alSCd7rPPnz0dMTAzvmQgICCARnZbXtyXhFTSRVFdXY/369RAREWnVvL/lsbf8702bNoFhGKSlpVE6VUERavb6lZSU4MOHD0SzWFtbixMnTkBBQeGrpJN7DgsXLkTXrl3h4uKC1NRUssgJCAiAjo4OevXqhcTERDg7O5N7t3v3bjAMQ/pZb9q0CSoqKoiPj/9dpPP06dOwtrYmi5Lc3FxISUlBR0cHnTp1apV0tvz39evXYWFhAeBfLVhZY/yKigoyToWHh5NnhX32rl+/DiUlJYHHXVdX12oRDNBM9uzs7MjC8dixY5CSkoKJiQk6duyIAwcOfHX8AZqjdKxH5qNHj6CpqUktfgQtQNhnory8HE+fPsWlS5ewcuVKmJqaUhX/gkzKWXA/2717NywsLMj9LC8vh5aWFtzc3PDkyRO8f/8eb968gb+/P9zc3LBy5UowDIPDhw/j+fPn2LFjB6ytrSlv3O8lndevX4enpyeMjIxw/fp1AM0Lx4SEBNjZ2VFtf1ls376d7B8ANmzYAHd3d0RGRn6TdHLP+7fffsPDhw8ph5ADBw58lXS21MP/9ttvqK+vR2VlJXr06IEOHTrwdOCtSSQAIDMzE5KSkjh//jwePnyIQ4cOwdra+quazvj4eKioqGD+/PmQkpIitRPdunUjzx13sdOae8zfCT8J50+0ih07dlAC8ZqaGqxfv/67SGdrK78vX74gPT0dEhISFOkE0Gpf37KyMmhqahKxOHdw19HRgaWlJXbu3MnTZAHNA9KRI0dIepdNXW7fvh23b99Gu3btEB0d/d2WEbm5uWAYBoMHD6aqOt+/fw9jY2MqglJbW4vNmzdDRESEdAExMTHBo0ePyHemTJkCaWnpVvc/Z84cBAQEwNHRkVdY8ujRIwQFBcHHx4eytWFRWlqK+Ph42NvbY+XKlZgzZw46depEFRyw1cxf06UBzS1H5eTkEBsbi+HDh6Ndu3YICwvDixcvUFtbi/HjxyMwMBDe3t4YPnw4mYhaTsQbNmyApKQkUlJSSBSSnfh69+5Nvsce3/79+2FoaAhdXV2SgmO3zZJOKSkpEvUCmqPRLIHkDsI9evSAnZ0dbx9v375Feno6kXlwn92CggIcOnQI9+7dI6Rk+fLlEBYWpiIzremIP336xBPtZ2ZmgmEYTJs2jdIdCuoOkpGRAXNzc2hra8PIyIjIKJqamnDixAkoKysjMDAQX8O4ceMgJyeH5ORkpKSkQEZGBp6enqRgi031BwYGIiEhAfX19aivr0dmZibPZHvz5s2/m3RevnwZU6dOBdBM1jp16oTly5fj4cOH6Ny5M3R0dL4qsWHfs19//RUaGhqYMmUKpKSkqBakFy5cQJcuXXD79m1SpMS9jrdv34awsDB5P7lyljNnziA3N7dV8vTLL78Q7erp06epSKWFhQWMjY2xa9eurxb1LVu2DNHR0fjy5QtUVVURExND9n/kyBHMnz+fknmwvzt48CB8fX3JAre8vBwLFy6EqakpYmNjyfc3btxIWRtxtwE09yM/d+4cQkJC4O3tTZ6je/fuwcjICCoqKkTnzbYcPXv2LNXRh7Up+x7SKWj8v3LlCqkg55LOpKQkGBsbIyMjg/p9bm4u75w2btz4TdLJ/fekSZNgYWEBRUVFeHh4UM/MgQMH4OfnB1dXV2r85f5+3Lhx0NbWxs6dO8n9efXqFSIjIyEjI4MLFy6guroaPXv2RGJiIgAI7II0cuRI0sWK3UdhYSGMjIxgamoqUCpQVlYGGxsbCAkJUUELoJl0ysnJ4cCBA/jy5QtmzJgBNzc3khn5u+In4fyJ7wK36OZbpJM72LA2Ft7e3ti9ezdevnyJ6upqZGRkQEpKCvPnz0ddXR2CgoIwfPhwgQNVQ0MDzM3NKTsWllyGhIQQ65rbt29TEwmLjx8/oqSkBOXl5XB2dsbMmTMBNBMNXV1dMAyDpKQk6jfsS8vqHsvLy8k+d+7cCYZhMGDAAOTl5eHRo0cYP348pKSkeOlpNrUuLS2Ndu3akfQVu62DBw/C0NCQkFDusS9evBgSEhJISEiAiYkJ5OXleST98ePHsLe3Jx53LVFWVoZRo0ZBX18fwsLCxF+OlUUcPnwYWlparaa0geboROfOnSld182bN9G5c2f07NmTul5c0j99+nTMnDmTt/LesGEDhIWFkZqaSq7X58+feT53R44cgaSkJFasWIHnz59j7dq1YBgGo0ePJs/du3fvEBYWBmVlZZ6u8sKFC+jbty+uXLkCoDklKyMjw2uzOW7cOBgaGqKsrIzaf2pqKvT19aGhoQFnZ2d4e3uTKMmqVavQpk0bTJs2jdoW9/5Nnz4dzs7OUFJSwsCBA8kkCzRHixmGwYwZM1rVEk+bNg2ysrLYs2cPtm3bhuHDh0NYWJgsnthIJ8MwZLJriXv37kFDQ4OSdTx9+hQGBgbw9fWlvsslDi0tzLj/vWXLllZJZ2sLzbKyMjQ0NMDf359Iaqqrq+Hl5QUJCQkqUstFbm4uOnToQJ4TdrHDTSvX1NQgJCQEYWFhvLEnPz+fROJ79OgBJycnyiuX9Whkt/e1429qakJ4eDgSEhKIPCEsLAxSUlLEfqk1nDlzBgzDoH379khKSqKes+HDh6NHjx68Irl9+/ZBUlISkyZNoghReXk5Fi9eDBMTEwQEBCA5ORkMw1DvMPc8xowZAxkZGXz58gXnz59H165d4e7uThUebdmyBatXr8aOHTtI9ydBjgKNjY3fTTpLSkp44+GlS5cQHh4OPT09UsBWVlaGuLg4qrCJu8+W5/M9pBNoXqx16tQJx48fx507d9C3b18ICwuT4lWgefy1trbGsGHDeL+fOnUqFBQUkJ+fzxtbPn36hJ49e4JhGFhYWEBXVxd1dXXYunUrLCwseM/RwIEDYW5uztvHrFmzwDAMZGVlSYcg9lxu376Njh07wtzcHIaGhrwORD179oSMjAwcHR0hJSX1TeeNvwN+Es6f+G5wScX69ethZ2eHnj17tlpAkZKSgk6dOmHGjBkYPnw4tLS0MGDAANTV1aGsrIykd/X19WFkZESllX/99VeUlZWRl/D06dOQkJDgEat+/fqhoKAAxsbGiIyMJJ8/evQIHz9+pFLFT548gaGhIYlyfPjwAQkJCbhz547A3sT79u2DqakpFBQUYGVlhf79+xNywJJOhmHQvXt3eHh4CGxJBjRPiNu3b4eoqChlfl9XVwd/f3+EhYXxBsy8vDxMnz6dVBGXlJRg8ODBcHJyooy7geYI0Ne0RK9evUJcXBzMzMyowRYAiYBySU/LbV27dg0qKiqEXLCTy+XLl9GmTRvS9pCLpqYmTJgwAQzDYMmSJTzSOWrUKEhJSWH06NF4/fo1jhw5gnfv3pH78PbtW/Tq1QuzZ88m56+lpQV/f3+IiYkhJiaG3Nu3b9/y2lE2NDTg8OHD0NPTw6BBg8jktnv3bsjJycHS0hLdunVD165dISMjw/Opy8zMhLy8PEkDJyUloV27duR+1NfXE5sWroaQxcSJE6GoqIiVK1fi4sWLUFBQQFBQEEn7As2EiGEYgRWnFRUVcHZ2xrJly6jPZ86cCYZhCIlm2y62Jm25c+cOlJWVSWtDdkHA6nu3bt3K+01rERLu51u2bIGqqioSEhJIpJT73Ny5cwf37t2j3ukXL15AQ0MD2dnZAJon7cjISFy5cqXV5/fWrVtwcHAg2Y28vDwEBgbC0NAQs2fPxpw5c4jPY8viJwMDA2hoaBApzalTpxASEgI9PT3Mnj0bc+fOhZeXl0CP4HPnzqGgoICS23z8+BFWVlZYuHAh2U/fvn2J9Q33Gt25cwcHDhzAzZs3CZGcMmUKREVFie68tLQU48aNg6ysLC/DUVxcDA0NDXL/uSSksrKSFFH6+fnB09OT9IpvidLSUsTFxVFtWS9cuICuXbvCw8ODpNdb4mtSKZZ02tjYwN7eXqDrR2VlJcLDw2FmZsbLnpw7dw7m5uYwMzMjFlaCslOC9sti48aN8PDwQM+ePXH//n1cv36d+vuVK1fg4OBAFsnHjh2DpKQkQkJCIC4uTsmMzp8/z3v+2OgiW6D18uVLXL58GcnJydT4u2fPHqxfv57SC7PXrqCggNy3Y8eOwcTEBEuXLqWu7Z49e4hbAPfzN2/eoKamBgUFBbh58yZCQ0Ohr6/Pu8/r16/HsmXLvlmL8HfBT8L5E78LXNK5ceNGaGhoUEUp7N/z8vKgo6NDojpnzpxBmzZtsG3bNmp7t27dIl6XQPMLO27cOOjo6EBJSQnR0dFkwti0aRPExcXh4uJCOrro6ekBABITE+Hl5QWgucBIU1OTdOxhB7ySkhJIS0tj6NChyM7Ohr+/PxwdHckxc1fpp0+fhqioKBYsWIAzZ85g9uzZcHBwgJOTE0mtHj58GAzDID09nUqNCkJdXR02bdoEERERQjoDAwOhr6/PMxU+e/YsVFRUiEcei8ePH2Pw4MFwdHTkVYBzfy8IbKTT3t6ekLhp06ZBQkKi1XTm0KFDsX79ejx+/BgiIiJkcmpoaEBDQwOqq6thZGTEM2vmYvr06RASEsKiRYso0jl58mQ4OTnB19cXBw4cgIuLCym4ApoJ18qVK/HkyRO8efMGpqamGDJkCIDmDk4MwyA6OppEOh8/fkyiKdnZ2STduHv3blhbW6Nfv35EI/r06VOMGDECAwcORGJiIhUZampq9lvs06cPsbo6ePAgJCQkSBr1y5cv5FxycnJ40Z1Tp07ByMiIRNIuX74MUVFRqKiowM7ODidOnKCK0QRFh9iuMeyEV1dXR37j7++PAQMG8EhBa1Gm9u3bk17t7PnV1dXBysqKmni/JxXH/c7WrVshLCzMi7onJydDQ0MDbdu2Rd++fam0aJcuXaCjo4MNGzbAzc0Njo6O1LsvCN27d4etrS359/nz55GWlgY1NTVSac3Kcerr67Fu3TpisM0WF7Lv0c2bNzF+/Hh07twZHh4e6Nu3L89UPjk5GfLy8ujYsSO6dOlCLQgCAwOhoaGB9PR0ondtqaHMysqCnJwclJSUoK+vj9jYWHz48AGfPn3C6NGjwTAMdHV1YWlpSZm6c3H79m2YmpqipKQEb9++xeLFi+Hh4QFxcXGEhYVRvdFbs3nbunUr2rdvD1NTUzx69Ih6Ry9cuIDw8HB4eXn9bscK9lzz8vKgpqZG9Z/nYteuXfDz8yMaUS7YaKOmpiY+fvz43bUA3HPYvHkzjI2NYWtrS8Z+Fm/fvsXUqVNRXV2NU6dOQVFREatXr8bbt2/h5uYGhmGoFH7Lbb958wZ2dnaYN28e9u/fjz59+sDBwQGWlpbQ1dXlFWICNEm/ePEiGIYh5PTDhw8YNGgQ3N3dMWPGDFRVVaG0tBTBwcEYO3YstY3CwkKYmZlRc+W5c+cQFhYmkHT+k/CTcP7E7wY76dTU1ODQoUNYsGABz5fw0KFDsLe3B9A88LCpUaB5gMzPz0dVVRVVlMNGpVRVVXH06FHMnTsXQUFBcHZ2JoUhhYWFiIqKQlRUFIYNG0Ymi27dumHgwIHYv38/NDQ0kJubi/Hjx8PHxwdubm5kBXjkyBHIyMjwOoC0nGzHjBnD6wBz4sQJ2NvbUxrFnJwcyiqG25qxJerr67Fp0yaIiYlBTEwMBgYGAjuoPHnyBGlpaZCSkkJycjK1jeLiYsTExEBbWxt79+5tdV+CwJJOV1dX2NnZoV27digoKCB/516Ds2fPEr0nAIwePRqampokJQ80RzGMjIwIKQKaydbhw4epaO+UKVPAMAwWLVpEoqTdunXD2bNnyT5Zwf2DBw8oixsAWLFiBdzd3QkhXblyJaytraGqqorS0lLU1dUhNDQUkpKSWL58ORiGoY5p165dhHR+rdsTF927d0dOTg6OHj1KFaewhCYrK4tUv7Ofs7hx4wb5/vHjx9GxY0ds3boV7969g5SUFAICAkiU72u2WN26dYOLiwuJPrPfiYqKojw7udsBmp9BtsIdaF6AqaqqUobZtbW1pLNLS3ztGQboa8aaUbPIy8uDkZERzpw5g+zsbDg6OsLf35+cb2FhIfz8/GBhYUE1dOAef0sC8vz5c6irq/OivWyE+/bt21BXV8eiRYtIJJq7iLC1tYWWlhZV6FdRUUFFJdlzuHPnDiwtLXHjxg0cPnwYsbGxMDAwIMShsbERoaGh8PLyQkREBFkIsMdbWlqKgIAAbNiwAS9evMCcOXPg5OSE3r17k4XqhQsXsGXLFhw7dqzVpgpv3rxB27Zt4e/vD3V1dXTt2hVTp07F4cOHoaCg0KoPIxdnzpyBv78/xMXFyfXgRhIvXrwINzc3jBo16pvbEgS2C1hDQwMV4eNGtQ8cOIAuXbrA3d2dSq9PmDAB8+bN+0PtFrnPypEjR9DQ0ED2WVxcTP6bXYyyEUT2WRs6dCgcHBwQGBhI3buWGDx4MCwtLdGmTRukpKTgzJkzaGxsRPfu3Ukr1a9hxowZaNu2LXl2Xr9+jdGjR8PAwIB0suIWV7K4desWevToAXt7eyoDcf78eYSFhcHExIQat/9J+Ek4f+K7TJxb+9vVq1ehrq6OqKgoSkOyc+dOODk54dixY+jQoQM1Wezfvx/Dhw+nim6AZr1WfHw8li5dSj47ffo0wsPD4eTkRKWFWJSXl2Ps2LGk2nXv3r1Eowk0D3g+Pj5wcXEh6TG2xzh3smfP58GDB6irq8OQIUPg7OzM29/EiRNhb28vUEawePFi4pHW2jVlCUtISAhpd8gdcNjB782bN5g4cSK0tLR4OsGHDx9i9uzZv8uWikVZWRmio6Oho6PTqgRg8+bNiIuLI4UeQPNE3L9/f9JybenSpdDU1ISCggI5jjFjxkBJSQlSUlKwt7fHpEmTyO9nzJiBTp06QV9fn0goNm/ejD179pBrf//+fZibmyM5OZmQnqamJowePRqOjo5kWykpKcjMzERubi757efPn6Gvr4+2bdtiwYIFAOjJlSWdgwYNoqLGrV3D/v37Q01NDVJSUqQvO9AsT/Dy8sLixYtbjchVV1fj1atXqKqqgo+PDyZPnkzIqZ2dHURERL5qbcOVdLi4uCA6Oppo5RoaGuDh4dGqZnPatGlwdnaGg4MD1q1bh/Lycrx69QrDhg2DlJQUEhMTMXPmTKrdIBdr1qwh2/49Xrvsd69du0Yd2927d+Ht7Q0fHx9KevHy5UuBmYUVK1ZAV1cXkyZNItW7tbW1iI6ORlRUFFmgNjY2EsJZUlKCjIwMdOzYEVJSUqTzF/cdtbW1ha6uLi5evEjtj/WIZP/72rVrGDhwIDUejBkzBvr6+lRW4fPnzzyJSUFBAfr374/u3btTXahWr14NR0dH9OzZU6D/J9eSCviXLOTu3bsYNmwYZs2aRY1X3t7evIWCoPGmqakJV69ehbW1NTQ1Ncm+uZXNd+/e/V32Rtxt37p1C7W1tcQY/969e+jevTuCgoIwY8YM8t3c3Fx4eXnB2NgYmzZtwuzZs6GsrExIU2tj5bfS+uvXryeR7YaGBmzduhVt27bFiRMnyDlVVVXBzMyMOHxUVlaie/fu2L17N9kOe/2vX7+O69evU33Mb9y4wSPFHh4eVITza5klNsPDks6qqiq8evUKW7duxcGDB1vtYsV6EVtbW1OL5wsXLsDDwwO2traoqan5WxcICcJPwvk/Du7LcvXqVVy5coUqbvge7N+/H/b29oiKiqK0Zfr6+jyNWnV1NYKCgqCurk5N5Hfv3oWdnR2kpaWprj1A80o9IiICrq6uxCIDaCZe06ZNg56eHsaNG4dx48YhPDyc5+uWm5tLIp3caGTL88/JyYGhoSGuXr2KzMxM0hGGO/Dl5ORQVhZcZGZmon379lSrS0FgV+Bcsrls2TLExsbC1dUVe/bswatXr/Dx40dMnDgRBgYGAm1DgN/nhcrizZs3VKs8LoqLi+Ht7Q1xcXFeIdXDhw8xc+ZMaGlpwcHBAZ07d4aDgwOWLFmCGzduwN7eHgUFBbh79y5SUlJgbW1NkY+DBw9i+fLlmDdvHp48eQJPT0+4uLhQlf1xcXGws7NDeno6IZ3Hjh2DsLAwunbtitDQUEhJSWHHjh3o0KEDiXp+/PgROjo60NDQgJqaGknhcSfXXbt2QUtLC8OHD0dNTQ1172/fvo0HDx6QRcnnz5/h4OAALS0tvH//HuXl5Xj9+jVxDDA3NxdYaMBFeXk5rKysSCq+pqYGQ4cOxeXLlzFo0CAEBweT7wq6jw0NDVi2bBns7e3RuXNnREZGwsbGBkZGRrw2rUAzsenYsSOWLVuG4OBgWFlZIT4+HuXl5aioqMDy5cthYmICb29v9OnTR2B/74yMDMjIyHxTItIS8+fPR9euXeHm5sZLsRYWFsLHxwf+/v48a7OWk/WHDx+QmJgIb29vSEtLY/bs2bh//z4ePHgAYWFhEnEfPHgwKVhjz11ERATq6uqUmTrXJcHBwQGSkpIC3TCmT5+OLl26ICAgAKGhodTfWNJpZGRExqZNmzYR/SKr/5wwYQLU1dWhqalJPXdNTU1YvXo13N3d4e/vT5FRrsavb9++cHV1xZQpU0jatGXhzvjx46GoqEhZ/HCv4b59+7Bs2TIsXbqUaGtv3rwJJycnGBkZEceElnpXNkV+5MgRKovRGkpLS8EwDEaMGAGgedyQl5dH165dER0dDTExMfTo0YNE58+dO4devXpBXl4epqamFOFjce7cOZw6dYraf2tkLj8/H8LCwoiPj6dcPzw8PKCmpoaTJ0+SezBlyhSoqKhg2LBhcHZ2hpWVFSF67PWfOHEi9PX1oa6uDh0dHaSnp1P7q6iowL1790jPd/a+cI9v06ZNmDhxIpKSknDixAkyzrOks2WEnkVDQwOuXbvGq8i/ffs2oqOjYWFhgV27dpHPL1++TGzl/mn4STj/h8GdrCZMmAAtLS3o6upCUlISc+bM+aaQm/v7/fv3w9bWFlFRUZRIX0NDA97e3jhx4gR27twJX19fGBgYYPHixZQuDWiOitrZ2cHU1JQXfcvLy4O7uzuZ5NmV6W+//Yb4+Hh07NgRrq6u0NDQgJycHNFwsTh06BAsLS3JANnyHN69e4fg4GASXX337h2MjY3h4+ODc+fOke+NGTMGTk5OAi1MysrK4OXlRSJs32sKnJKSAgUFBUyaNAljx46FtLQ0hg8fjoaGBjx//hzp6ekwMjJCamrqd23v90DQCvnYsWPw8fFBx44dBS4+KioqUF9fj2fPnmHEiBFwd3dH//79MXLkSPKdd+/eISMjA1ZWVpRGiYu8vDx069YNHh4elP1WamoqrKysMHHiRDJBZmVlwd/fH3379iWEgZ24WbnEhw8f8ObNG7i7u6Nz584CSeepU6dI5w4WSUlJ6Ny5Mzp16gRNTU0y2Vy7dg0aGhpQV1eHrq4uHB0dYWNjg+TkZJiamlKm6oLw4cMHmJiYIDg4GAsXLoSPjw+srKxQWVmJNWvWQFVVlZJtCHJ6aGxsxI0bNzBx4kQMHz4cGRkZVPqSxdWrVzF69GjqOs6aNQt2dnaIi4sjCww2Usoed0uv1MrKSjg7O2PKlClfjZ5wn+158+ZBXFwcw4cPh46ODhQUFAjJZlFYWAgLCwskJCR81zY/ffqEefPmwdXVFerq6hg/fjxcXFwQGBiI9+/fo6CggNzXuro6vHv3DhcvXsTkyZOhr69PLVq513XYsGGkCpvFggULICsrizFjxsDf3x8Mw5DCIBYPHz5EdHQ0evXqhaamJly5coU8X2xhY1VVFWbNmgU1NTUMHz6cKlhsamrCkiVL4O/vz0uj5+TkQExMDKmpqUhNTYWfnx+cnJyod2/37t3Ew1eQ5hNo1p4qKSmhe/fusLCwgKWlJbFLu3jxIlxdXWFiYkIWadz7O378eKiqqsLU1BRt27ZFXFwcbwxtiaysLLIwPXToEPWeFxQUQEpKCt26daMI9pMnTwR22ElLS4OOjg40NTVJoR/32gnC1q1b0blzZ8TFxVFRSG9vbygrKxNnhsePH2Py5Mno0qULKVrlptKnTZsGeXl5nD17Fm/evEFCQgIYhqHkTFu3boWLiwv8/PwELtSSkpLQsWNH9OzZEzo6OjAzM8OQIUNIlH3mzJlo27Yt6UbHPa+qqir4+fnB3t6e1zr61q1bMDMzg6Gh4XfJKP7u+Ek4fwLTpk2DgoICzp07h5qaGowdOxYMwyA1NbVV0snVXbLIzs6Gra0tevfuTbRy58+fh52dHdTV1WFnZ4devXpRL+zy5csxfvx4so3du3fD09MTXbt25Ymjb9y4QU3EQLMuJiEhgQzOly5dgoeHB7S1tXkD5oULFwSSwJMnTyIwMBB+fn5UBLS0tBSmpqawsrKCiYkJQkJCICUlRQ34LVPrsbGxMDIyEnjNBCEvLw9aWlrkel27dg0Mw1CRoFevXiE+Ph69e/f+oSkU7rX48OEDpbG6evUqfH19YW1tTc6Xnai5kYEnT55g2LBhUFZWhre3N7X99+/fY/LkybC1taVa6HHPgbVpEUQ6LS0tkZ6eTlKBNTU1vEXK69eved2rnjx5Ag8PD6irqxNSMHfuXIwePZpKoQHNGkRVVVWcPn0ax44dQ2ZmJkRFRUkKrr6+HqtXr8aKFSuwb98+0gva3d0dQHMBk6D2hOw+7t27B0tLSzg4OMDPz49EUD9+/Ijt27dDWVmZ0mMKcksQBO73jh07Bl1dXSgrK/OiJGw7ybi4OJ4xtaDt19XVka5Z33Mc58+fx9SpU8lE+eDBA/Tt2xcuLi48b9jHjx9/cxHWcl+PHz9GVlYWjI2NwTAMfH19qe9s3LgRmpqaZAH48OFDjB8/Hvr6+pQjw9SpU6nCFa4EYMWKFSTK/vLlS2RkZEBSUpJXDMVNa3Orxrn+u1++fMHkyZPh4OCAMWPGUONDU1MTz2D+zp07MDQ0JNmet2/fQk5ODlpaWkRLyh5nQkJCq/ZlO3bsgKqqKhkHN2zYgLZt2xLtLND8Tuvr66NPnz7Ub2fNmgUlJSWicWVbKvbv3/+bpDMnJwciIiLo3LkzbzHBks6ePXsKzAixmDlzJuTl5XHp0iXU1NQQzXevXr3Id7j3nPvss76wcXFx1Njt7e0NJSUlKlra0NCA48ePo7y8nCy02Kgl+94cOnQI0tLSGDBgAERERKhx5eTJk5Q9IPfzzp07U1KdxYsXw9nZGfHx8WRfaWlpcHFxQXl5OVmMHDlyBM+ePcO5c+dIEdeJEyeo6zNkyBCoqKjAx8cHHz9+/Mel0bn4STj/B8F9YIuKihAcHEz0Vfv374e0tDQGDx4MERERjB8/nkequC/b58+fqUlk7969sLGxQa9evShh85MnT6hiANZcOj4+HlpaWpTucvv27ejSpQu6du0qsIKa3R/bicLU1JTqUnPt2jV4eXlBR0dHYNvGlpPeL7/8AlFRUTAMQyYObuRz27ZtSExMxIwZM6hBjSXHly5dIqmjz58/Q1dXl1rJctEydXrkyBEyue/YsQMSEhKkuKqiooIMYm/evCHH9CMGHO42pkyZAmdnZ8jLyyMkJIR0LsrLy0NoaChsbW1JxJn7O/a/nz9/jhEjRkBVVZV33u/fv0diYiKio6NbnTTy8vJaJZ12dnZITEykClm4Tgg3b97Ehg0bICoqSpkjP3nyBF5eXsSgvk2bNuQc2Pufk5OD6OhoyqoKaJZgCAsL8+yn2N9u3rwZzs7OsLe3R/v27VtNb7HnWFFRgU+fPpHqepYUfPr0Cdu2bfsq6eSe79cwduxYyMrKYtiwYbx0+Ny5c6GlpUXZ+bDYsWMHnJ2dcfPmTRJNLi0tRceOHSkttSCcOXMGSkpKUFJSohZh9+/fR79+/eDs7CzQMqqlhlIQWp7zp0+fKHP2pqYm3L59G7m5ubCxsYG1tTUhnY8ePUJaWhq0tLQQHR2NwMBAqKmp8a4ru7gTExOjnrtXr14Rc3lB14A9hmfPnuHkyZMICwuDpaUlIQpfvnxBRkYG7O3tkZiY2GoXL6A5gtWvXz/U1tbi6dOn0NbWRkxMDA4fPgxNTU3Y2dmRMeBrLTSnTp1KGkPs2bMHHTp0IIVrnz9/Jin4wsJCajvPnz9Hr169SKV6dnY2ZGRkkJycDDExMfTv359K3wvCoUOH0KFDBwQFBZFCP/b+3bhxAwzDICIigpfGB5oXFKGhocQT9NChQ5CSkkJ8fDxkZGQocsxd6HLBdsBqGen08fGBqqoqDh06hLq6OqxcuZIUALLPyqdPn7BkyRJ8/vyZuIOsXLmSWF4xDEPcMYDmKDJLzNnz2LZtGzQ0NEikG2jOFLAZHq4e/dWrV1BWVsaePXtIJzrW/ePMmTPEmJ/rm5uQkICFCxcK1P/+0/CTcP4P482bN6iursaaNWtQVVWF8+fPQ1VVlWhNYmJiwDAMYmNjUVdXR1prsZg5cyZcXV3h4+ODIUOGkAElJyeHl17noqmpCdu3b0dRURHKysqQnp4OfX19qjhm+/btpNiHFee3nJyePXuGHj16QEREhFSxs7h+/Tr8/PwgLi5O2e20Nnk/ePAAMjIy8Pb2brWDCve3mZmZGDFiBPr27QsZGRlEREQgMzMTVVVViImJoQYpFtzjv3fvHhoaGrBnzx4YGxuTgZZbmLBv3z4MGDCAKq760avbyZMnQ15eHrt378bTp09hZGQEMzMzMsmcPn0aYWFhUFdXF9gClEs6hw0bBkdHR8pqB2ge1FsWmVRUVFB2LleuXEFoaCiPdI4cORLu7u68wfbMmTPo0KEDqbxev349ryNHdXU1pk+fjuTkZPTt25eKst6/fx+urq6QlpamvF1ZUjJ8+HCEhoaiurpaoL7S1tYWoqKi6Nevn8BK65bXB2j2oQwPD4esrCwhv99LOll8LUKYkJAACwsLzJgxg5J8AM2TYsttzp07F7Nnz0ZQUBB0dXXh6+uL7du34+PHj0hLS8PgwYOpiErLfT948ACJiYmQlJTkFbb9+uuvGDhwIHR1dalioZbtNjMyMnjH2hItpQsNDQ1ISEiAj48Pnjx5gvz8fNja2sLCwoJs6+nTp1i2bBk8PT1JVqVlU4j6+nqsWLECEhISVJYFaCad06ZNA8MwAm2D9uzZAyUlJTx69AgXLlxAz549YWpqSpHOqVOnQl9fn7ftlmAXLH369KG0tX5+fpCRkYG7uzu+fPnS6n0AmhdnaWlpuHz5MuWq0NTUhA0bNpAGG9xrykZ8s7Ky8OnTJ1IAypJs9vxDQ0OpMVQQDhw4QNrktuzxff36dV7kHWjOTjQ1NWH9+vV4//49Ll68CFVVVXLsY8aMAcMwpClAS/kVNwLdGum0sLBAWFgY+XdMTAz09PSwatUqEiRgtZZjxowh3aCA5oikn58ffHx80NjYiLt378LJyQm2trbUAuvgwYPQ1dXldSp78eIFGIahDPbZ/YiLi0NISIgnPTl9+jS6du0KMzMzjBo1CsOGDYO8vPxX22b+k/CTcP4PIScnB3l5eQCaNSds2pB9wRITE9GnTx/y7wkTJsDX15e0BONGSZYtW4YOHTpg2rRpiIuLg76+PvT09EgKJisrCw4ODvD39+cV6jx+/Bja2tok+lFcXIwJEybwSOfatWsRFxfHmyjOnj1LSGFJSQkCAwOhoKDAI0QXL15EfHw8ZdvBTl4PHz7EuXPnUFxcTFaghYWFkJSURGhoKE+U35JsamhokMjD8ePHMXHiREhLS6NXr17w8/MDwzDUKvXYsWOEUIwePRpeXl6orq5GdXU1XFxcwDAMFU2pqalBcHAwqcz90WhqasLz589ha2tLFhLnzp1D+/btqWIuoDkKm5KS0ioJYo/v2bNnhHS2TEcC/xqIDx06BE9PT1haWsLW1pa02bt8+TKJdHIXN2zkjf39y5cvkZKSglmzZlHb55JO7rG+f/8e48ePh4mJCaWDPXToENzd3XmpN6B5snF2duadc21tLV68eAETExMMGzYMTk5OSExMJDq1b6WMy8rKEB4eDmlp6W+Szq/1Rt+yZQvGjh2LiRMnUnZHcXFxsLa2Fkg6ubq15cuXQ1ZWljhLHDx4EKmpqZCQkEBUVBSsrKwgLy9P/t5SOsMWpDx//hxjx46FtrY2b6Fx9+5dTJs2TeBzk5ycDGVlZcyfP5/nViEI3Hfg+fPn8PT0RH5+PvmbINLJJarcAr3du3fj5MmTqKmpQW1tLZYuXQohISHMnTuX2mdpaSk2bNjAK9Cqrq7G8OHDiVYbaJbytCSdVVVVmD17NiF27O9ZrTEXnz59grm5ORkDampqMGjQICxbtowq8OM+A48ePSK2YKzvY0uCXFlZCV9fXyQmJmLPnj2kWCcxMRERERFoamoihGvy5MkICwsjC8F58+YhMjISXl5e36VHz8nJaZV0As2+xWx1fVxcHOkHz34nPT0dvXv3JhFhdv/h4eHUu8DKVLjG7MC/SGd8fDw157BV9CyGDh0KHR0drFy5kmQDamtriZE80DwnhoeHU9KmxsZGnDp1CmFhYbCxsSGk8/Xr11BRUUFkZCQV5SwuLoapqSkJurDX8M6dO2AYBiIiItizZw+lqwaapQiTJk2CmZkZ/Pz8WnUT+SfiJ+H8H8GnT58QFRWFdu3aoWfPnhATEyMaSbZ4wNvbm/SzZtu2sRM/a5Ztb2+PGTNmYMSIEVSXihcvXsDZ2ZnSL+7YsQNDhgwROFiNHDkSurq6pIq0pKQEEyZMgKGhIWWpwR4fu41x48bBwMAAu3fvJgNjSUkJfH19BZJOoLmCddWqVWQg27NnDzp16gQlJSWoq6vDz8+PpP/v3r0LSUlJRERECNzW1atXMXToUDJwc1FaWoqJEyciMjISDMOgX79+qKysRG1tLZYsWQITExNYWlpCWlqabLuxsRH79u2DtbU1XF1dcfbsWWzfvh3+/v4wNjYWWI38RyDIb+7Vq1cwMzNDQ0MDcnNzqchIVVUVtmzZwpsYv4d0jhgxAtra2gKv0eHDh9G+fXtMnz4dt2/fRlBQEGRlZUma6vz58+jWrRssLS1x+PBh7N27l9I03b17lxQXsNEBbqqNTa+npKRQk9Tbt28xa9YsGBkZUZXzR48ehY+PDzw8PIgOsby8nEw+3GdPEFibrLFjxxLS+a17VVpaiq5duwoknSoqKhg4cOBXf5+UlETkDx4eHrzWlqNHj4adnR1SU1MFpnPz8/MRHx9P6ftY3L17F/PmzSPbjYiIoAz7x40bB2VlZaxZs4a8f8XFxUhOToaenp7AhQZAPzcHDhyAoqIipXlrDTdu3KAic3PmzCELWe7k3tjYiPz8fNjZ2cHGxoaSFXCfj9TUVCgpKWHz5s1koVldXY3FixeDYRge6WTBPkvnz5+Hnp4eunTpwmslyJJOS0tLXlSLxb59+2Bubg59fX0MHTqUkO3a2lqEhIQgMDAQp06dQmpqKvT09FrNbqSmpsLAwACysrJwc3PDypUrsX79eoiKimL79u14+vQp7t69Cz8/P1haWqKqqgqJiYlgGAZhYWEQFxcn4z+7oI6KioKPjw+qqqpQV1eHkJAQauH3PaRz//79EBcXx7Bhwyjp1du3bxEbGwtNTU0EBASgffv2lFtAU1MTcSIBmglf165dqd7njY2NSEpKQrdu3eDk5ISOHTtCX18f69atI9/ZtGkT1NTUMGDAAJ5ml/scDRkyBDo6Oli1ahXR1bItd4OCgmBlZQUzMzOB1ehsxyobGxvyDBQUFEBSUhLBwcHYuHEj8UC1trbmjZkVFRW4du0aUlJSICoqio0bN/JIJ9C8WPiaHOOfiJ+E838IZWVl0NbWhrCwMHlJuR6UrKYkICAApqamxP6BHbCfP3+O4cOHw9XVFcrKysTsnX0Zi4qKoK6uTgaJ5cuXk4gn+x32pb9//z6sra2pFSRbkS0jIyOwIm/y5MlQUFDA6dOneS/o69ev4e3tDRUVFbK6Zc/Lx8cHenp62LZtG27fvg0jIyMsW7YMjx8/xrZt2xAaGgptbW0i0P/ll1/AMAyioqIo0nLo0CHo6+tTFZDsYMLtNtLQ0IDZs2dDQUGBaEibmpoQEBBAJnEuWAN9Ly8vyMnJwd7enldc9WfB1bJmZ2fj8ePH+Pz5M7S1tdG/f39ISUlR3n7379+Hp6enwFRYa2Cvd3FxMebOncsrgKmurkZwcDDx53z79i20tbVJpIPFmTNn0KdPH1y4cAGGhoYICwuj+rjHxsZCSEgI0dHRVAUsi5UrV0JWVpZnYP7mzRvMnDkTRkZGVEVtbm4uPD09ISoqStq1sj533Oj2sWPHsHLlShw8eJCKOqSnp8Pe3h5JSUk80tnaJP3+/XuEhITwSOf27dshJCTES1GzOH36NBQUFEjf6erqauzatQvt2rWjvAEHDhyIQYMG8cjv8ePHYWJiAkVFRdIJSdCkWltbi8mTJ8PY2JgUfEyfPh3y8vK4evUq7/17+fIlkpKSYGhoSB37xo0beeewZMkS+Pj4AKDfm5Zg+0wfOXKEHOPx48chJycHWVlZ4k7AvdZnz56FhoYGoqOjedubO3cuIbrc/bH/vXDhQoiIiPAscbgoLCyElZUVGIYhMh4ukbl8+TICAwPh7OxMGluwuHv3LpSVlZGeno4lS5ZAQUEBHh4eJAW8Z88euLm5QUFBAbq6ulSTAu7x7ty5E4qKiti/fz82bdqE5ORkiIqKYvjw4ViyZAnatWsHJSUlWFhYwNPTkxpHjIyMICQkRAqquO/oyZMnwTAMbGxsoK+vL9Cn9XuQlZUFISEh/PLLL5QX79OnT2Fubs7r8sMew7FjxyAuLg4bGxuYm5vz9r9x40ZIS0vjxo0b+PDhA8rKyuDr6wtHR0dKK7xixQqEhYWhsbHxq7rXQYMGEdJZUVGB2tpabNmyBT179kRCQgKvKQf3Hhw/fhzBwcGwsbEhmuzCwkI4OTlBR0cHhoaG8PX15VXEtxzL4+PjISoqii1btpB3atmyZf/obkJfw0/C+T8AdtB7+fIlgoODERAQAFlZWZJGZFsVAs1ehQMGDMDYsWOpNDT7spWUlCA2NhaioqK8vuYVFRUwMzPDzJkz4ezsDGdnZ7Lv7du34/Xr12TVW1tbi6CgIJ7n3ZMnT7B69Wrei1lSUgJzc3MSNXv9+jWuX7+OjIwMMti8ffsWVlZWCAkJAUCTrN69e8PCwgKzZ89Gnz59qG4YBQUFCA4ORlhYGFnt/vbbb7yK0NraWsTGxkJSUpLq5S2okAYArKysyIBbVVWFOXPmIC0tDVZWVgInRKA5Uvz582eynT8y4LfE1atXoampiWPHjiEpKQnS0tJkIbBq1SrIysqSVBJLDBUVFaGjo/O7yW5LgsP9fW1tLezs7HDz5k28f/8eSkpKlK5y165dRCvGyjpOnjwJZ2dndO/enfQxB5oHalVVVWRmZvIqf4HmKnBBJObVq1eYNWsWDAwMqKjgiRMn4OnpCSsrK0pHyz6vSUlJUFRUhJmZGdTU1GBiYkJVYU+aNAmOjo4YMmQISely979161ZMnDgRKSkpxEv206dPvEjnx48fcfz48Vav+86dO2FkZMRzj1izZg1kZGSoQr2WFdVA8xgwevRoSElJUT6igggYAGhqamLq1KmoqKiAr68vWZS8ePECeXl56NOnD5YsWYLnz5/j9evXiImJIW4KOTk5sLCw4N2HyZMnQ01Njad9ra+vx8mTJyltb9euXaGgoIAjR46Qd/b8+fOQkpKi0q/cY7916xbv+tXU1CAkJISQ4adPn+Lw4cOIiIhAbGwskehMnz4dLi4uvAI9rkdrYWEhrK2tYWxsTCKp3Pf02rVrePHiBa/I5cGDB0hLSyP/fvXqFVRUVODs7Ey8JF+/fo1ffvmlVZ/cvLw8DBkyhLJt+vTpE5YvXw5JSUkcOnQIjx8/Rn5+Pm7evEld25qaGvTp0wdRUVEQEhIi3o5cuUF+fj6Sk5MRExMjUE7xvXj9+jVu3rwJWVlZeHp6Ami+B1FRUejVqxcMDQ1Ju1X2On/58gWnTp3CyJEjMWHCBJ4MasKECXBxcaEkVi9evIC9vT10dHSoxQ27GGG/t27dOowcORJTp06lJCiDBg2CtrY2Vq9eTSL5LRdeLFo6eVy4cAGBgYFUpLOiogIvX77ExIkTyaKKG9Rhwb2m8fHxEBcXR1paGoYPHw5hYWGqCPa/CT8J538xBE24jY2NKCsrQ1RUFDp27MjTrnEjRi274LB48eIFRo4cCRMTE6q6vL6+HmZmZhgxYgSMjY3JIH7w4EGYmZlBTk4OI0eOJBNuYWEhNDQ0BKZeAfqlLC0thbW1NbEw6d+/P2xsbGBiYgJNTU1SHf3q1Ss0NjYiPT0dMTExVDowPDwcbdu2ha6uLvU50Dxhq6urkxRWa5EplnSam5tj3rx5ZFXKHVDYAdHNzQ1Tp07Fhg0bkJ+fT3pYL126FObm5jyvuYKCAsqo+kdpN2/fvo1hw4ahU6dOkJGRoQToz549Q0JCAqSkpNCnTx8MHToU7u7u6NSpE4SFhbF06dLv9hP9Hvj6+qJfv37Q1NTEiBEjyIBeXl6OoKAgMglxFzm5ublwcXFBt27diG4PaC7s0dLSwrJly3ikk3vMBQUFOHPmDIkksX6JhoaGFOnMzc1FSEgI/Pz8qDaIu3btQqdOnXDhwgU0NDTg1q1bSExMhIqKCtXvODExEUOHDuXdt+TkZCgqKiI2NhahoaHQ0tIilfEvX75EREQE5OTkeClaQdGZkydPQkxMjHRDYfd1584dKCgoUNenpfaZ/e6bN2+QmJgIMzMzKhrJ/S777gUEBGDGjBn48OED1NTUkJycjAMHDiAyMpJU6uvr65OI1fPnz8l+2EIdACSaCjRnCvT09LB8+XJKZ/rp0ye4ublh8+bN1HsQHh5Oqo1Z0pmXlwcJCQkMGDCg1bQjV8NZVVWFgIAAREdHY8WKFQgJCYGPjw/p9d2tWzfU1dVR3VvYY8/OzoahoSFmz55NiGBhYSFMTU1hYWFBCHLL+8VuJz8/H9OnT0doaCgvms+STnd3d6o/uiCwGSpJSUleI4h3794hLCyMalPJtZBr+UyOGTMGQkJCvLG3pKQET58+hbGxMWVv90dQV1eHI0eOwMTEBF26dCGfP3z4EKNHj4a+vj5FOgHw7JO4ZG3q1KmwsbHhdWQ6c+YM2rdvDy8vL+zcuRPJyckIDAwk79OECROINt/BwYF4rrIYPHgw9PT0sGDBAmpe4L4PX3PyCAkJga2tLbXYO3LkCKSkpBAZGUk++xrpTE9Ph7u7O5ycnP6rNJst8ZNw/peC+7Js3LgRkyZNwvDhw3H27FnU1NTg5cuX6NevH2RlZYlGLiIigqTluL/ftWsXZs2ahalTp5JKvJcvX2LEiBFQUVFBaGgoUlJS0K1bN+jq6uLWrVukw1BcXBw0NTVRW1uLlStXYtCgQWjTpg0GDRqE2bNno1+/fmSfX0uvAUBkZCQsLCwgJCSEsWPH4uTJk/jy5QuCgoKo1M2YMWMgJSVFBnBuajU6OhodOnTA4sWLKZ3XnTt30LlzZyoqADRHZsePH49p06YRy6Ta2lrExMTA1tYW8+fP55HOpqbmlnIMwyA6OhoKCgpYunQp0ZxVVFQgMzMTFhYW6NOnD169egUfHx9ERkb+2zzWZs6cCYZhoKmpydOXvXz5EllZWfD29kaPHj2Qnp6OyspKzJs3DwzDCPSZ5J6vIHAtgbjp123btqFz586wtramvp+WlgY9PT1egcWBAweQmJgIY2NjCAsLw8/Pj1okDR8+nHgusvezpaG1lpYWjI2NoaSkhEGDBuHBgwcoLy/HrFmzYGxsTHVUOnLkCIKDg+Hg4EDE/pMmTSKVsiyKi4sxePBgBAUFkWpX7r7Z/z906BDU1dUJQdyxYwfatWtH9Uh++/YtXF1dqX1wn8GjR49i165d+OWXX/Du3TsEBASgT58+1MT08uVLGBkZkXe55TOckZGBCRMmkHN69+4dxowZAzs7O0ozzWpWm5qacPr0aTAMQ6ItGzZsgJycHGRkZDB+/HjSajY6OppnX8OdTAsKCnhp1N69e8PKygqTJ0/G/fv3ce3aNQQEBMDGxoaKKu3evRsbNmwAwzDQ1dXF4cOHyd9Zp4Lo6GgqKtra+LF+/Xo4OTlBTk4OU6ZMIYuKtLQ0qmsRew5Ac+pUTEwMy5Yt40k0WNJpY2PTaqX9sWPHwDAMunTpAjExMXTu3BmHDx+mntHXr1+jXbt2CAwM/GazjTt37kBbWxtWVlY8A/jBgwcjICCAdw1WrVqFUaNGoUePHti0aRO5VklJSWjTpg22bNmC8vJyhIeHk0XwunXrYG9vj4EDB/6h9C43Q3PkyBEYGBjAw8OD/P3evXuIi4uDkZERySgEBAR8tUf53bt3ISwsTDlRAM3XuFu3bujSpQu8vb2xadMm2NnZoU+fPti3bx+Cg4OJ/Ovdu3fYsGEDMdpnERkZiR49eggc0/6Ikwf7/sjJyaFbt26868KC+568e/eOeo7/G/GTcP6XIzk5GfLy8oiPj4e/vz/09PQIwSsqKsLgwYPBMAwsLCygra3NW6WPHTsWioqKpCWYkJAQ8Yl8+fIlRo0aBTk5OVhaWmLTpk0kIrp69Wq0adNGYCu5c+fOITo6Gk5OTmAYBuLi4rwUCNDsUVdYWEh5cV6+fJk3ALq6upK+39u3b4e8vDzZ57Vr1xAdHU0GHKB5cDE0NMT8+fPx9u1blJeXIykpCerq6lSRTFJSEhQUFODr6wtnZ2dq0qytrcXQoUPh4OCAjIwMKkXPIiMjA506dcKtW7coSxf29xs2bCCG3XZ2dl/VG/1etDTIv3LlCg4dOoQRI0bAwMCApJW4A2BcXBzU1dWJTUtVVRUxgW5JOrm/YwfJvLw8qrp///798PPzg7m5OTIzM1FaWoovX75g7Nix0NPTQ0REBDIyMtCnTx8qrcwiLy8PwsLCWLlyJfLy8rB9+3bo6uqia9euhOwAQN++fWFpaUkRPwBEJ8dG18aMGQNJSUmiB3379i3mzJkDWVlZyiFg//79iIyMJOmzhQsXwsTEhJfm3L59OyQkJHjm2Nxrs2LFCmKIn5WVBUlJScofkS2c+fDhg0CiNG7cOIiLi0NXVxciIiLYuHEjVq5cCU9PT/j5+WHLli04efIkfH19YWNjw0t/jh07FgoKCvD09ISDgwNVGPPmzRvEx8fD0dGRTL7cY7h8+TI2btyIGzdukHv84MED6h43NTXB19eXIu3caPO9e/fQ1NSE5cuXQ1RUlFoYjh49Gra2tmAYBubm5nB1daX0hhMmTEDHjh2xbt06YsHWqVMninTm5eWBYRgS8eMe/7Fjx7Br1y4SjQKaI7Atq+L9/f0xdOhQ6rPGxkbU1taiV69ePENz7jX+5ZdfoKysDFdXVx6ZKCkpwahRo0hx24sXL2BpaQkfHx9eR5k3b94ILFIUhDt37sDc3Bz9+/cn70xFRQWcnJx455GSkoJOnTph6tSppFCmX79+aGhowKdPnzBx4kQwDAMTExOoqamRcRRoLsCxtrZGdHS0QNLZmq9uy0VXbW0tIZ1swwSg+dlISkpChw4doKenBwMDg2+OgRs3boSIiAiSk5NRUFCAx48fk97t9+/fJ+4g+/btg729Pbp16wZ7e3uqwOzLly9YsmQJ9PX1qTGnpQSlqakJL168+MNOHk1NTTh16tQ3See/K8jwd8RPwvlfjIMHD0JDQ4OkRXJzc9GmTRuqL+uXL1+wf/9+LFu2jNcyLzc3F506dcLNmzeJ+Hn69Olo06YNSSU+f/4cvXv3hrq6OtEVNTQ0EKIiJCREWVewL3VlZSU+fPiAKVOmwNTUFKmpqVTqJz09HYaGhqS3bctWcxUVFSgqKoK/vz9VTTh37lwYGBgAaI4MmZubw8zMDAMHDqSqYnv06AFxcXFoamqiR48eVFcPoDmyIS8vT6IglZWVWL9+PUREREjbvNraWvTo0QNDhgzhDRr19fXo27cvSVkWFxcjOzsbHh4eGD16NCHAZWVlOHPmDGWI/2fBnXSfPXtGbIWA5mjT4MGDYWBgQFUpr1y5Evn5+TA2NoadnR1Ju9fU1Agknez5jhkzBjNmzEBBQQHatWuHlJQUvHnzBgUFBejQoQPGjh2LwYMHQ0FBAYMHD0ZxcTE+f/6Mbdu2kYjE0KFDKRsTdtspKSlUKg5oJhGamprw8/OjCokEea327t2bSD727dsHKSkpQvaqq6vR1NSEt2/fYsuWLbx2h9w07bFjx6Cmpobly5dTZOratWswNzdv1ScWaLb2GjRoEI4ePUq5AADNqdrx48dTRJmbBn7y5AlcXFxw6dIlvH//HnPnzkWbNm2wfPlybNy4EYMHD4aoqCgsLS3h7e3NKzI7cuQI5OXlcePGDXJNlixZAmFhYaLFLCsrw8CBAzF06FDq+FNSUqCnpwcFBQW4uLigf//+lNymoqICZ8+eRXBwMFXccezYMQwePBhv377FqFGjoKioiM+fP5MMh7CwMEU6379/j3PnzuH+/fuU3vDFixfQ0tKiIsEAEBQUBAUFBRw+fJikVm/cuMHTyY0bNw5aWlowNDQkZJa7KPz48SPOnDmDgIAA6vhbvsdOTk7ER1MQoQSaPUdbmqMXFBQgICAA5ubmlEfwkydPYGlpCS8vr+/qWd4abt68CSMjIygqKiI4OBgRERGwtLSk7Ijy8vKgo6NDouu5ublo164dryDz3Llz2LZtGwYNGgQzMzOqUr810slei1u3blESHe4zVF1dTRG9EydOQF9fnyKdpaWluHjxItatW/fdY+DevXshLy8PVVVVqKiowNLSEtXV1Xj69Cl0dHRIgGLv3r0wMTGBiIgIr3sP2wWJu3AVtO/S0tLf7eTB3UZ9ff13kc7/FfwknP/FWLduHREu79q1Cx06dCDRyc+fP6OgoIAXEeH+e/369bCzs0NtbS31eUpKCuTk5EhP4EePHmH79u2ora0lA86pU6fwyy+/YMGCBQINbrkvXEZGBmUBNGXKFHTq1AlnzpxBSUkJMaDn+i6uXbsWzs7OvIn22rVr0NfXh6enJ4SEhHD69Gns27cPNjY26NevH0U6hw4dCoZhsGLFCl70asuWLTA3N+ddn0WLFkFWVpZEUOvr6wUWZ9TX18PFxQUeHh7YvHkzfH194e3tjcjISFhbW1MGz4Ku/Y/AhAkToKGhAR0dHYSEhJDjvHXrFoYMGQItLS3MmDEDgYGB0NPTQ2NjI168eAFDQ0PY2Nh8k3QCwKhRoyAlJYXXr19jyZIlUFNTw5QpUzBjxgxq4srKyoKhoSGio6N5xVgtiRp7HSdPngxnZ2eiq2O/t379eoiJicHHx0fgpM1Wp3p4eCA/Px+XLl2ChIQEIVl1dXVYvHgxcRrIyclBRUUFj3RykZqaCllZWcycORMXLlzA48eP4evrC3d3d55WMjs7mxDomzdvQkhIiEhMWHz58gV+fn6IiYkRWNH+/v17PHjwAOPGjaOei4ULF0JYWBiLFi1CZWUlXr16hVevXpE0Nney27p1K5mMuduYPn06pKSkCEkqLy+nnuHZs2dDSUmJRIbj4+MhJiaGkJAQQjrPnj0Lb29vBAQEUO/fypUribZRVlaWutdc0tkyLcq9d0DzQlZVVRVHjx4lvwWaSYy+vj7Mzc2RnZ1NvUPsuc+bNw+KioqEaC1ZsgQMw8DOzo6kvi9cuABfX19EREQIdINg9etubm7o3r07+Zy9V6Wlpbx2mVw8evSIdLpq6Rf77Nkz2NnZwdramlo0/V4UFhZCU1MTrq6u1EKGPZ+9e/cS6Yqg6Prx48ep61dSUoKRI0fC3t5eIOlsmV5///49XFxc4O3tTRwdWEyfPh1BQUHo1KkTxo4dS3T7x44dg5GREZVe5+J7x8AXL17g8uXLOHfuHHn/WMs87uIzNzcXpqamCA0NpYj/q1evoKOjQzUl4IJ9dj5+/AgtLa3vcvJgn42PHz+iurqaLHBY0ikrK0uRzh+pjf+n4Cfh/C8E+9IuXrwYPXv2xPnz5yEhIUFV3+7YsQNpaWkkuiLo4V+9ejXat29PBml20L958yZUVFRw9epVyvC6sbERc+fORXx8PNlGTU0NZsyYIZB0NjQ0IC8vDw8ePICamhpu3ryJ27dvU6292N62PXr0gJCQEIkusn8TtCqOjY0FwzCwt7cnn23btk0g6ezbt6/AfsGHDh2CmJgY0a+xg0lBQQEUFBSoopLWrl9RURFMTU2hoaFBacYWLlwIHx+fH5pCb3kMO3fuhJKSErZv344VK1ZAV1eXarN27949jBs3jgzGbASbSzqtra0p0jlv3jwICQnxIp09evQgg+6KFSugoqKCzp078wobsrKyYGBggJiYGDKgs9sQhN27d0NYWJiqTgeaCaKZmRmCg4Px4sWLVgfukSNHQkFBAWJiYlSk7P379/Dw8MCiRYuwatUqqKurY86cOQJdB7jbzsjIgLW1Ndq1awdTU1Mig+CS4dTUVHTu3Bnz5s0j782WLVvQtm1bTJs2DRcuXCBkx9zcXGBkLS0tDba2tpCSkoKZmRmPoC9atAht2rTBuHHjiD62urqaHANb8bxjxw6IioqSCZh93goLC6GiooILFy4gKyuLkl88evQIbm5upNvTsWPHICEhgejoaJiYmCA8PJxoZW/dukVFJVn06NEDDMOge/fuvLaftbW1WLVqFdq2bYvk5GTeNebCysoK4eHh5N9spXVAQADExMQQFBSE9evXExN6oJnMRUVFYd++fQD+1XZx4sSJ0NPTg6OjIykM4UZV2WvDuiOwY93Ro0cFEuTU1FRYWVl9td3g8+fPERISAicnJ+zYsYP625MnT+Du7i6w9e7vwa1bt2Bvb4+hQ4fyIu2sfvHAgQNUy1yg+bqMHj2a3B/2+WPb1H6NdHIlUmvWrIG7uztFFCdMmIBOnTph69at2L9/P4yNjWFra4uysjLU1dXh6NGjMDExgYmJyZ86dxZ3794l9QgbNmzA8ePHqYVodnY2rK2t4eTkhJUrVyI7OxvBwcEwNjYWSHCvX78OhmFIFoq1WWvp5BEUFARfX180NDSQ63f48GF4eHjAzs4O9vb2RCoGgEQ6e/To8UPO+5+In4TzvwCtrQqLiorQvn17MAxDVSNWV1cjICBAYEVtTk4OGbjKyspgZ2eHqKgoSjD/22+/QUdHBwMHDoSoqCjRRFVVVWHevHmQlJSkxN+1tbWYMWMGhIWFKe3LggULICsri65du0JOTg6vXr3CmzdvMH/+fHz58gV5eXlQVlbGypUrUVtbi65du4JhGJ6wnHv+X758QZcuXTBkyBAYGRmhV69e5G/bt2+HjY0NpekUVMULNNumeHh4YODAgVS6t6SkBAYGBsjLy/vqtWe3W11dTaW06+vr4e/vT1Wo/2hkZ2dj69atlDfdgwcPiPE8m+Zqamqi2k5ySUNpaSn09fV5pHPBggVgGIbo4urr6wmRZgfXzZs3Q1xcHBEREbwIUHZ2NhQUFDB69GheN5Lbt2/j+PHjFJkfMmQIOnTogMOHDxOik5aWhokTJ/Iq069fv47r16+T83v48CE8PT2hp6eHz58/o7GxEW/fvoW/vz8cHR1JRHDEiBGws7NrlXRy7/HTp09x+fJlXL58mUe22Oh3QUEBJf6vrq7G2rVrIS8vDyUlJVhZWSEwMJCQHO7Cg10oLF26FGPGjEH79u2RlJTEWxTNmDEDTk5OaGpqwsmTJ4m91KhRo+Dk5ISqqiq8fv0abm5uiIiIINkIoFneoauri0WLFoFhGEybNo16D/bu3YsXL17g0qVLUFZWJpXErN7b0dGRKrjjXof6+npSYGhjY4OYmBhCCNnv1dbWYt68eXBxcaGu7YMHD/Dy5UtConNzc6Gjo4PY2FjqXvTt2xdFRUU4c+YMhIWFER8fT7WjzcrKwsuXL3H9+nWoqamRqB5bOKehoUEVsnElCJGRkXBycsKwYcPIO75gwQK0adMGwcHBGDJkCKKioiAlJfVd1cTFxcUICgqCp6cn5TnMXq8fgevXr8POzg69evWiyPfr168hKysLhmEoc/Tq6mr4+/ujb9++xLqp5dg3fPhw2NnZ8Ugn6xHMyo+ampoQGhpKiOuvv/4Kc3Nzcu0uXLhAzM252L9/P6Kiov50Vqe+vh43b97E2LFjER0dDQ0NDSgqKpLCRHaxtW/fPhgbG0NERAT+/v4YN25cqz7HlZWVlF/w48ePeU4enp6eMDExoay9WGI/efJkHDx4EL6+vlBTU6P0umfOnAHDMFRHsf8l/CSc/2C0nHD37t2LefPmYdeuXWQVun79ekhKSmLs2LG4desWzpw5Az8/P6J75Oomnz17BoZhMHToUDLBrV27Fq6urvD398e1a9dw7tw5BAUFwcnJCb/++ivc3NygpaVFJrS3b99ixYoV6NixI1VIUFdXRwZ8bveKXr16QVFREZMnTyaTNDsZDB8+HEOHDiWpiYSEBLi5ucHd3f2rGhj29+vXr4e+vj7pngQ0T+is2Ti3P/Hy5cuRmJiItLQ0Qjo2b94MJycnBAUFYd++fcjPz4efnx/s7Ox4ViO//vrrV1sRVlRUIDs7G0FBQdRA9aO1PM+fP4e4uDgYhuG1Gnz48CFMTU1ha2tL7KNYZGdnY/bs2cjMzCSTRWlpKS/SWV1djR07dqC+vp6QcqBZL6yqqkoiwqtWrYKSkhLGjx/PI0v79+8nUTgWe/bsgZycHBQVFWFoaIjBgweTv8XExEBERATm5uawsbGBmJgYRo4cSS2iEhMToa6ujrZt2yIoKIj8LTc3FzY2NpCRkYGNjQ35X0ZGBo4dO0ZI5/Dhw2Fra/tdkU4uuNHB3r17k0iYIJlFaWkp7t+/j+LiYoEkPz8/H7Gxsdi8eTP5bPny5VBVVUVqaqrA4qTGxkZMmzaNdNjp2LEjVXyyadMmeHp6EnnB6dOnERgYCHt7ezQ2NmL9+vVo06YNpk2bxnt+U1NTMWDAALIwmDNnDvz8/JCSksIrShOE5cuXw9LSEjExMVSUljXK5hZnjBs3DoaGhpCWlkZcXBz5zooVK6CmpgZbW1tCggwMDAhJ2Lx5Mzp37oy4uDheJHjBggVUq8YNGzZgwIABiImJ4ZGM3NxciIqKYty4cRg+fDjCw8PRrl074uhw4cIFREREICwsDEOGDKH6dX8LLOn08fGhFoF/FlwZECslGjVqFObOnUsaA+Tl5UFWVhZRUVHIzc3F/v374ePjQ5p6sNG5z58/o6qqimSsXr58idjYWB7pXLt2LczNzXHnzh2kpaVh8eLF1DPOjjFA83zUUvO4Z88evHv3jrr+P0JKtHz5cnTs2BFXrlzBo0ePcOXKFdja2kJfX5/c/8OHD0NNTQ0LFiygCpoEISMjA2pqauTvL168IE4e/fv3R3p6OlXzUFxcDAcHB9Jp6/nz59DU1ISqqiqkpKSoNsdnz56lIp//S/hJOP+hGDt2LEaMGEEGnbFjx0JaWhqmpqYwMjIiwnqgmXgpKipCWVkZFhYWCA4O5nVASE9Px+TJk9G5c2e0adMGvXr1wps3b9DU1ISdO3fCy8sLwsLCMDExgbu7OyFMDx48gKurK9TV1QnpfPfuHZYtW8YjnbW1tdi8eTOJhLDo2bMnjIyMsHnzZkIWv3z5Ant7exK5YXvbcgtdvkXWPn/+jA0bNsDAwIAinVlZWSguLib/nj59OiQlJdGjRw9IS0vDysqKCM+zsrIQGRkJISEhWFpaks4dx44dw5AhQwA0V9sGBAR81dKiqKgIffr0QUREBK84689A0IR/9uxZWFtbU73A2Wv16NEjyMvLUxHW5ORkdO7cGSEhIQgPD4eMjAyJSLx48YIUErWMVubn58PMzAx6enoQFhbmefplZmZCRUUF48ePF5g6ZI/p/fv38Pb2xubNm1FUVITMzEyYmppS2rmcnBwsWbIEM2fOxOnTp2FqaorAwEAcPnwYp0+fhqGhIfLz83HixAmEhITAxcWFFKuVl5cjMzMTixYtws6dO3Ht2jXY2trCz8+PkOvvIZ1fQ2VlJTQ1NTFu3Dje+bEFDS3BvXesx6KEhASvPeSyZcugqqqKtLQ0XnEKuw+2i1WvXr14x5yVlYXQ0FC0adMGpqamvO4z69atg5CQEKZOnUod08CBA2FnZ0ee027dulHV/Nznd/fu3Zg6dSoWL15MSVZWrFgBGxsbDBgwAMePH4evry9MTU0pQr5371507twZubm5mDdvHhwdHREcHEwsnG7evInevXujd+/eGDJkCE/GsHXrVqioqCAuLo4i2yNGjICmpiaAZrLTtWtXygKKPf7Pnz/Dx8eHKmYqKytDUlIS2rdvT7SsguQD3wu2ACw0NLRVC6XfA9ZYnH0ekpKSICUlBTc3N1L5z6bQ2fdDU1MTtra26N69O+rq6kjDj3v37sHd3R12dnZQVVXFokWLUF5ejlevXpH0OtuZCGgeEz59+gQvLy+4urpi3bp15JkrLCyEqqoqZs+eDRkZGSxbtoz87vLlywgNDeX5zf4RtBz3YmNjeRX6ZWVlMDY2RlhYGPmMW6DJfU/u37/P86A2NjYmBWOtgd3Wb7/9hilTpqCqqgqlpaXQ1dUlTSBcXFygpaVF9Mj/y/hJOP+hGDt2LKysrDBu3DgcP34c7u7uuHLlChoaGnD//n3ExcVBWFiYVOe9f/8ed+/exdOnT3nRlblz50JGRgbnzp3DpUuXsGfPHrRr1w6RkZFUOvj27dt4+vQpb+B99OhRq6RTVlZWoLcaa4LOokePHoR0spP9okWLICQkhN69e8PGxgYWFha/u7d4ZWUlNmzYABMTEwQFBQHgD1YxMTGEeFRWVsLExASGhoZUyuzRo0dEL1hbW4u5c+fC0NCQaO1aRlcEoaysjOz7R6zqW3qtpqSkYMyYMdizZw/Onj0LfX19+Pv7k++w1+zFixdk/1lZWVBRUSFp7HXr1qFNmzZUlK20tBQdO3YUKANgi4nYiR0AVQ28bNkyqKurU3oxLi5fvowePXqgZ8+eZMCvrq7Gtm3bYGxsTGn4uLh16xa8vLwQGRmJ+Ph4ikgUFxejd+/ecHZ2proBcXHw4EEEBgb+UNI5bNgw+Pn58aIXN27cQL9+/ai0tiDcuXMHenp68PHx4VmJrVixglhEcVFXV4eKigpMnjwZCQkJcHFxwYgRIwSSmqKiIkrzyiVOLOnkRjq3bdsGa2trmJubw9bWFoaGhgLb/KWkpEBBQQFdu3aFubk5unTpQl33tWvXkkwI1/oIaI7AjR49mjIAP3HiBLy8vBAUFETuDRdNTU0kOsdi8+bNhHSy1//OnTtQVlaGiooKjI2NYWxsjNmzZ6Nv377U9lhT+5ZEv7S0FEFBQUhOTqa6sf3RrMTTp0+piu4/g8zMTLi7u6Nnz544ceIEQkNDiS66vLwcc+fOhbCwMHmPP3/+jJKSEhJEAJrvf1FRETp27IiEhATcvn2bSGa4LiSjRo2CiYkJKX5i7/27d+/Qs2dPeHp6YtWqVWS78fHxYBiGNDcAmgMGwcHBCA4O/tPFMtzrn52djYaGBvTq1QtOTk7kc/ZeLVu2DBYWFjwPVe6zs2/fPigpKcHZ2Rk5OTkkDZ+RkYHAwECi6+UWFQp6BljyP3LkSHTt2pUETwYMGABhYWGoqan91/VG/734STj/YeA+6FOnToWDgwMGDBhAacKA5tT2kCFDYGdnx+veANATRnh4OK9N5fnz5yEqKop+/fpR6c/WUmnFxcVwcnLikc4VK1aAYRiy0v3aYNO9e3dCOqurq1FZWYnMzEyEhYUhNjb2D/cWr6ysxIoVKyi7H6A5tZefn4+hQ4dS2qe6ujqYmJjA2NgY169f5+2PrWD18fEBwzCUafT3HNuPrk5MTk6GgoICEhIS0L17d+jp6SEuLg7nzp2DkpISAgMDBf6uoaEBM2bMQFRUFIDmwVtSUpJM/hUVFZR5fssqXqA5PT5lyhQ4OTnBwsKCEB1up5jFixfDwMBAoH3InDlzoK6uDm1tbepvX758wbZt22BhYUF8LFmw78CNGzfg6ekJCQkJHhlmSSdbHNTyt0CzZs/f3/93k87W7t/u3buhqamJ5ORkovt98+YNQkND0aVLl++677dv34alpSWGDh3Ka2/HTq5f28706dPh4ODAI52FhYWUo0LLynqguUhQSEgIU6ZMAfAv+URiYiKSk5N5rQaBfy0oWLKzZs0aiIiIkK5gLB49eoRffvmFIruFhYXQ0dGBhIQEZs+eTR3LyZMn4e3tjbCwMKqSuKXtDhcbNmwgpJOd/O/du4eMjAzMnz8f9fX12L59O0RERDBy5Ejqtz179kRUVBQV5QKarbVae3/+CnCfww0bNsDLywv+/v6ws7PjHXt6ejrk5eUpfWvL7aSkpJBuOA0NDfD29oa3tzeVrXn27BliYmJImp57D65cuQIPDw/Y29sTuUBZWRm6desGUVFRTJkyBampqfD29oaxsTGvnemfOf8ZM2ZAWVkZDx48wL59+2BkZMRbYO7atQumpqbU2CNo39nZ2UhOToa0tDQCAwOxcOFC3LhxAyIiIpSNIPcYiouLUVRURFXF19bWwtfXlyLbo0ePRl5eXqvtSv+X8JNw/gPBfWEmT54MZWVlKCgoEGLJvhB79+6FoqIiTy/HoqmpCXV1dXB2dibp4aamJqJbmTBhAhiGwZAhQ/D+/Xtqv7m5udi4cSMOHTpEXubnz5/zSOebN2/IRMkdLDZv3oykpCQsXLiQdPABmkmnoaEhtm7dymthBvzxNHRVVRWleU1MTESnTp3QqVMnMAyDlStXUtuuq6uDubk55OXlqaIhoPn6f/z4EVOnTkVycjIsLCyolnU/uvr8azh69Cg0NTXJhL9nzx6IioqSqtjz589DS0sLNjY2AgfaBQsWICEhATk5OTyfyD179mDSpEnUdWvt+p87dw7W1tZUqz8AJC3KLTLh4s2bN1i0aBGkpaV5bf++fPmCdevWwdHRkRcdZZ+le/fuoUuXLjA1NSWVySyePHkCPz8/xMbGUoURXMKUm5srkHSyqcSJEyeS5/DOnTtUwZUgrFq1Cubm5tDV1SVReTMzs9810d68eRNWVlYYOnQoTyvY2NhIjv/gwYNYsGABdu3aRSQgdXV1mD59OpydnTFo0CA8fPgQ3t7eCAkJoY556dKliImJQf/+/ZGdnU3cKlatWgUhIaFWbYu497+6uhpjx44l6dacnBxIS0sjIyMDQUFB0NXVpQiAIN3qrl27iE1OyzaKp06dgoWFBalm5x7//PnzERwcjO7duyMjI4NcV0Gkk4uamhqysOI+b4sWLYKJiQmWLFlC+aKyHqX/yXf6W+A+Q2vXroWNjQ3at29PIrvs83H58mUoKSl9NYXdu3dv4nFsYWEBX19fUsWfm5tL5BEtyT3QrKkPDQ2Fvb09pKSkoKOjQ0jnx48fkZGRAUdHR4SEhCAhIeGHSokKCgoQFRVFCnJevnyJ3r17w8fHB0uXLkVDQwNevHiBgIAAhIWFCbQee/LkCRVoAJrHq4ULF0JJSQk+Pj5o3749/Pz8UF5eTj1/WVlZ0NLSgqysLPz8/CgHlqioKKiqqmLLli2IiYmBnJwcJeH6X8ZPwvkPBffFmTdvHlRVVREbG0tp5VifNlaA3xpWrVoFCQkJkn7nmkT37NkTbdu2RXp6Ovl+SkoKJCQkYGZmBhEREfj4+JCq5ZKSEqJZ4R4LmwYDmk2ZJSUl4e3tDWtra3Ts2JHqcBEZGQkTExOsXLmSpDO4x/VHwP3tmTNnYGdnh6NHj6KgoAAuLi6wsbFBbm4uRUbq6upIV47WiEJVVRUWLlwIY2NjjBgxgvrbjRs3fri3ZkusX78ebm5uAPhee9XV1cjPz8epU6cQFhZGeaSy92bPnj2QkJBA27ZtKbL5+fNn+Pn5UV1W2Gt46tQpjBo1CqGhoVi8eDHRdl68eBE2NjYwMzPD/fv3MWHCBGhqapKVPbc4raioiERe2Op3Y2NjxMXFUedXXV3dquaN3d6dO3fg6emJgIAAqiANaJ6I2Gge+/13795R6e2TJ0/Cz8+PRzp79eqFwYMHo6mpCTk5OaRYiV1gtRb1vHz5MrZv346UlBSsXbv2D020N2/eJHo7drLi7i8lJQWdO3eGg4MDnJ2d4ebmRibfuro6zJ8/HzY2NlBSUoKDgwNFGDIyMiAhIYFhw4aRlHmPHj3Iea1ZswZt27ZFUlKSwA4yXDx79gwvXrxAUVERdHV1CXk5evQoOnToAC0tLcp6CWgmI9xoXFZWFiwtLTFw4EBe5ff169d5BXqzZ8+GhIQEUlNTyQLV0tKSkMKNGzdCTU0NAwYMIM85d8Hx4MEDZGZmgmEYqr1hXFwc0fxNnjwZgwYNgqSk5Dd7nP8V4F7Pbdu2wcjICAEBARSBevr0KdTU1EjBCnsvuRX6EyZMgIuLC2xtbREQEECR7WHDhiEhIYHqL89iy5YtkJGRwY0bN/D+/Xu8fv0a/v7+sLW1xaZNm8j3W767P2I83LZtGxwcHGBqakppox8+fIjBgwdDQ0MDUlJSxJVD0GIvNTUVmpqakJWVRd++ffHkyRPqHKurq7F48WJERkaiTZs25LlkGzLo6elh1apV2LdvHwYOHAhra2sSpS8vLyfexoJakP4v4yfh/IeCS+AAYNasWTAzM0OPHj1w8eJFXLx4Ef7+/q1GtrgoKSnBwIEDoaenR4TNFRUVCA4Oxr59+7By5UrIyMjgyZMnuHPnDkxMTHDp0iWSFuvWrRs8PDzIZP/48WMYGhoiIiKCt6+rV68iMDCQpGdevnyJxYsXo02bNpTHpo+PD/r06fPDq7izs7MxcOBAEjVhz5X1Tjtw4ABvUOQWV2VmZmLIkCHo3bs3SfVVVVVh0aJFMDMzw6BBg/D+/Xv4+PiQVPW/E5s3b0afPn1w5MgRXoRy3759GD9+PJXKSU1NhYaGBjZs2EBISFpaGtFt3bx5E3fu3IGvry8sLS15mtmcnByIioqiZ8+e6N27N2RkZBAaGko6dly5cgVOTk6Ql5eHlpYWia5wf6+rqwszMzPIysoiNjYWhYWF+Pz5M+bNmwcTExNeK8GvPb/cjieenp4IDAzkmTlzC0ymTZsGe3t7aGpqwsnJiUTXjx07Bn9/f/j7+yM/Px/AvzRbNTU1GDRoEBiGQUBAAOLi4gSSzq89q39kor169Sqio6N557948WKoqamR6PGcOXPQtm1bGBkZkarqhoYGPHz4EOfOnaO8aouLixEcHEwZjq9duxbu7u6Ijo4mEoKlS5fCxcVFYFRYULR4y5YtsLa2JkTy4MGDCA0NxYIFC6hxavbs2XBzc4OZmRm8vLxIBHfnzp0CzcVbXr/r168jKiqKyopcuXIFpqamlIZv1apV1CKLRXZ2NrS1tREdHQ11dXUwDEMKE4FmrWx0dDQsLCzQvXt3qq3u3w3c67pjxw44OzvDzs4OBw8eRG5uLgIDA0nzCvb63b9/H9HR0SRAcPnyZdjb20NFRYWSG7GFpoI0tEBzcw7WWox9FsrKyuDo6AgtLS2sX7+e9z78qLH8ypUrcHV1Rbt27Si7J6CZ7D179gybNm0iLhQAfa0OHDgAbW1t7N69Gzt37oSysjLc3d15EhY2AxgeHo6uXbsSC6bk5GSMGjWKPFvPnj1DQkICLCwsqOKqkpKSH1Ig9t+En4TzHwjugH/u3DmSipoxYwY6deoESUlJhISEkIpO4NupvJs3byImJoZUomtqasLIyAgNDQ3Yu3cv9PX1MWnSJERHR6Nv377U9u7duwdPT0+KYJWWlvIm2c2bNyMwMBAuLi7Ui1hZWYnp06fDyMiISl9/TaD9R/DlyxdiGu3n50f9raKiAp6ennBycsLu3bsFalXHjRsHGRkZ9OjRAwEBARASEkJSUhLevXtHdKLa2tpQUVGBjY3NfyQN9+uvv6Jt27ZgGIbyumM72QwaNIhcv7lz50JeXh6XLl3ipbhjY2OhqqoKCQkJ2NnZwdPTkxBSdrAuKyuDmZkZZfx+8+ZNuLq6IiwsjEQNq6qqcPHiRZSWllL3Li8vD5KSkkTPy+p7WVP2Dx8+YOHChVBWVqYiTyxmzZrF8/MDaNLp7e0NW1tbqqsIi8mTJ0NBQQG7du3Cq1evoKenBzMzMxIlOXr0KIKCgmBtbU2ldxsbG3HlyhXIyckhODgYXl5eGDNmjEDS+aORnp5OorRA84Taq1cvsrA4ePAgOnTogJSUFPj7+8PAwEBg96WGhgZkZmYSpwpuYVNdXR2J0nOdCJqamvDw4UNeKrt///6IiIigomnbtm2Drq4uDhw4gM+fPyMkJARpaWkUMZ04cSIUFBSwYcMG3LlzB0pKSrC1tSWFiTt27ICdnR3CwsIE9hXftWsXrKysoK2tTRVVNTQ04OTJkzAwMOBFuIF/vcNFRUWQlpbGsmXLUFdXh5cvX2L16tUQExPDsGHDqN9UVVW1apnzV4M7/p86dQo5OTkAmsdXAwMDiIuLIyAgAOPHj6fcSAoLCyElJYW4uDjiQ9zU1IRly5bBxsYGVlZWSEpKwsCBAyEhIcFznWC/DzSPJVZWViRayo51eXl5EBcXh7GxMWke8GfOs7V569atW/Dw8ICHhwdyc3N5x8dFy3H44sWLVKvksrIyqKiowM3NjZKwzJ8/H3369EFmZia8vb1RXl6O3r17Q05ODr6+vtQ2nz59ijFjxhDLtZ8QjJ+E8x8IbicJISEhKqKzYMECyMvLY82aNeSF/Voqj/uCsmbrCxcuxLp168jv4uPj4eHhQTSd+vr6vDRpTk4OhISEeAJ1LulcuXIltLS0ICEhQVmnAM1aQ2lpad7nf6bARtBv3717h4EDB0JbWxvLli2jjq+iogImJiY8ew2gebU6atQo6vjYtBIrN6isrMTz589x/PjxH9ob/VvIysqCmJgYUlJSkJeXhzNnzsDHx4fqMc+aPXM99QD6/ty/fx8XL17E/fv3sX79esyYMYOqqnz79i10dHSQlZVF/fbmzZuQlJSkTP25mkv2e8nJyRg4cCCAZv2Urq4uFV0C/mVh9PjxY+r+bd68GcrKyq3KQ9jn8Nq1axg9ejTv3peVlcHe3p7oPE+fPk0VSLHYt28fEhMTqQUHG8VJTEzEjBkzMG3aNFhbW2PMmDGk+vXfQTpfvnyJdu3aoUuXLpRbxC+//ILHjx+jsLAQGhoaxKpoxYoVEBISgqysrEDC/eHDBxgZGYFhGGRlZVHHXFFRATExMar9Juuby0app06dCllZWQwZMoS4M7CkoqioCH5+flBRUYGamhqlW21qasKzZ89gZWVFIpMnTpxAhw4dqFaBQHPh0qBBgwS+uw8fPkRQUBDxDeXi3bt3UFVVpWx4WuLSpUvQ0NCgns0vX76QhQ+30OPvDO7437ZtW/I+As3NLYyNjTF16lRKM/vp0yd4eHjwJCvs9o4ePYqYmBi4u7tj1KhRRJ7R2nP922+/oW3btjzboGPHjiEsLAwTJkz4U2N3y3Fz3759WLVqFbZv30501AUFBfDw8EBAQAA1B7aWdcjMzMSIESNgYmJC2fUBzZ6mqqqq8PDwwO3bt9HQ0ICtW7eiqKgISUlJUFdXx6dPn1BQUIA+ffpAXl6et/h99uwZhg4dCjc3N14B10804yfh/Bvjay/sqVOnwDAMGbC5xGHt2rU83dqVK1dw6NAh3Llzh2cRwaKlJq24uBixsbGQkpIiEYXly5eDYRjMnj2bigCcPXsWBgYGrfYWZpGVlQV9fX306NGDiiI9f/4cWlpaREf6Z8G9doWFhbh37x5ZvZaXlyMqKoq0OuN+98uXLzzN2Pbt29GmTRtoaWnx7GrWrl0LERERgTqvf7d+k7ufHTt2QEVFBSoqKrC2tkZISAhV1f/27Vt06tSJDJItz5mraayvryc935csWUJsjkpKSqCiokIm9draWnKOAQEBpPBs9erVcHFx4fWJ7t+/P5YvX466ujooKytj2LBh5Drv2rWLTBotn/sLFy4gISGBRPVamwRbTjTc7RQXF0NPTw8NDQ04evQoJT+orKzE6tWrqWKn+/fv8yxsFi5cCGtra9TW1mLhwoWwsbGhSOePdh8AmvWGWlpa8PT0pKphgeYKcS8vLxJlysrKQteuXbF48WLes8dO4J8+fYKuri7Mzc2pYpJXr15BX1+fRMuA5kVKaGgolJWVce3aNYwcOZJIYQBg6NChEBcXJ964Dx8+xJEjR+Dg4EB1ogKa2w+qq6sDaDbg5l7/iooKqqKdhaDr+fz5c1Kowp3wq6qqYGJiInA7LB49eoR27dph79691OdPnjyBoqIiGIbhyTn+SnztecrLywPDMGTBxP3ugQMHeNmhsrIy6OrqUoV1gt6jlp3XvpYW3717N0RFRREfH48rV66gqKgIgYGBlFzpj7wTqampGDJkCJlf4uPj0bFjR+jq6kJHRwedOnUiC6pr166hS5cuCA4Opoh3y2OdPXs2REVF0adPH0hLS0NXV5fXMvf169cQFhamOlu9evUKISEhcHd3J+PDnTt30Lt3b7i6ulItc4HmMfJnNXrr+Ek4/6Zo2QVm2rRpWLNmDZkkrly5wnvBWuqs2H+PGzcOmpqaxF8yLCyMF0lsue/Pnz9j/fr1AluyzZkzB0JCQpg4cSLOnz+PoqIi+Pv7k+4l3zqfzZs3ExP17du34/DhwwgMDISJickPIWncgWbixIkwNDSEoaEhiUbW1dXhw4cP6NWrF5ydnbF69WrecXOP486dOwgLC4OoqCjRzbHp5o8fP0JdXZ1MsH8l3rx5gwcPHuDZs2cCK4KDg4MRGhpKCgPYc7x06RLS0tKogoGqqioMHToUTk5OWLBgASnemjp1KkRERHjaLm9vbxLpvXv3LvT09BASEkJMs4Fm3ZeKigqUlJQQFxdHyT369OmDsWPHUouYpqYmFBYWol27dhAWFsbMmTOpv7UG7r1kK+ybmppgbW2Nnj17okOHDlRV6YMHD+Di4kKib3v37oWIiAg0NDSwY8cOKqrq6elJigNYW7LExMQfPslwz+/BgwdQU1ODp6cntZ8lS5ZARUUFBQUFaGhoQGhoKNLT0wXqLoF/PQvl5eXQ1NSErq4uJk+ejB07diAkJIRIaLioqalBYGAgZGRkYGhoiIKCAurvMTExEBcXp4hM7969ISEhQZHX2tpaODk5YcSIEZCUlKSu/y+//AJHR0eBUgBBePLkCYKCgqCnp4fo6GjMnz8fYWFh0NPT42mOudexqqoKvXr1QlBQEEkpA82Et3///iSi9XdAy6KghIQETJo0iTTzKCsro64vwL/f3G08fPgQGhoaJCLN/e69e/ewZ88e8u9vLehYK7SKigocOHAASkpKUFVVhaqqKqysrP5UF7Xq6mrEx8fDwcEBycnJuHLlCtzc3FBQUIBPnz7h8ePH6N27N6SkpIjW9/r16zA1NcXYsWMFbvP69euIjo4mC+DXr1/D0tIS3t7eVNvJxsZGfPjwgRdd3bRpEwwMDBAZGUkyPjdu3EBUVBScnZ158+NPtI6fhPNvCO6LmpycDBUVFXh7e8Pd3R329vaUTulbK8jly5dDUVGRDLApKSmQlJSkWm21hvj4eCgrK6N9+/bw9vamujSwht8Mw2DYsGHEB5Tr9dcSLQdRLS0ttGnTBqGhoUhOTv7DPputYfbs2ZCTkyOkZ+TIkRARESGR1ffv3yMqKgp6enoC9UZr1qwhq/Xr16/D09MT8vLylMXF69ev0blzZx75/6vArdpseR+WLl0KKysrTJw4kUTF2L7B/v7+5PvsfXj69CnCw8NhY2ODJUuWoLa2Fl++fMGgQYMgLCyMOXPmYM2aNRg7diw6dOiAX3/9lfz24cOHMDExQdeuXUlBUWlpKfz9/aGoqEgsvGprazF+/HgoKyu3Otnn5ORAQUEBvr6+36wY5p7zwoULMXr0aDIxLVy4EIqKisR3EGiO7gYFBcHX1xcNDQ2ora3FiBEjoKKiAm1tbbi5uSE4OBj9+vXDs2fPMGPGDErvN336dGhpaVG61j+LljIXQDDpvHr1Kvz8/CAnJwcDAwMYGRl9szECl3QaGhqCYRhSRNcaUf3y5Qv69+8PhmGIXo67/eHDh4NhGJw9e5Z8HhsbCzExMRw8eBANDQ2oqanBmDFjIC0tTbUtra6uRlBQEIKCgn5XNOzp06cICwuDkJAQAgICqGIN9hxPnjyJlJQUxMbGEmu4/Px8uLu7w8/PD9u2bcMvv/yC5ORkGBoatpr5+SuRkpICFRUVREZGomfPnujcuTNlNfV7rpmrqytsbW0p5w+geVzo2bPnVy2/2M+ysrIgIiJCFeu8evUKN27c4BWo/V6w4/KXL1+QkZEBd3d3hIeHIyAggGom8eXLF4SGhsLc3JxEHYuKigTOG6zu18jIiJJ7PX36lJBO7kLn+fPnePjwIRoaGrBnzx5MmTIFjY2N2LRpE+zs7BAeHk6Rzn79+sHY2Fig3vUn+PhJOP/GyMzMhLq6OomqLV26FCIiItDW1iadIADBgw47QPTv35+ImPfv30/ppqqrq6lBljvQnD17FiYmJjhx4gQuX74MGxsbODo6UtZBXFP3pqYmnDhxAmlpaVSasSW4x7p7926Ym5sjLi6OpKp/lOaxoaEBERERZGDcu3cvZGRkSMqNjVC+fv0akyZN4g1WLPHo0qUL+YwlnbKyssjMzMT69esRHBwMU1PT/1j6/GtYunQpJCQkeKlXLtLS0mBjYwM9PT2EhYXB0tISpqamvOKynTt3IiAgAJ6enpCRkYGCggKWLl2Kuro61NTUYM6cOdDT04O5uTlcXV2JbQj7+7dv3yIzMxMdOnRAUFAQiagfOnQIjo6OkJOTQ0BAALy9vaGgoICbN29+dfLctWsXlJWVMXLkyO+KQqWkpKBTp07Yvn07WSCUlJQgJiYGWlpaCA8PR2xsLNzc3HjnX1ZWhri4OHTt2hUjRozA9evX4ebmhoiICFhYWIBhGKrF6saNG/8t93/+/PmYMWMGeZdY0unh4UE+u3btGjZv3owlS5aQQrxvdcRh37GKigro6+vD09OTVGO3dg9qa2sRHBwMBQUF4vnKxZw5cyhSwHogKioqkqjco0ePEBgYCEtLS0RHR2PixIlwd3cX+Px9D0pKShAcHIyuXbtSUaampiYcPXoUIiIiCAkJgbq6Ojp16kRIwblz5zBgwAC0a9cO2traUFZW/lta16xduxYaGhrk3dm0aROEhYXRrl07qivSt5499pr+9ttv0NLSgr29PfLz83H27FksXboUoqKiJIjBvf6VlZWUNOXBgwfo2LEjli9fzts2F3/kXZg6dSoiIyPJs1lZWYkJEyZAV1eXSDGAfz27+/btg6amJs9rteW+Wd2vpKQkb1H47Nkz2NrawtzcHNevX0dtbS10dHTg6emJJUuWQEhIiPiK1tbWYuPGjTzSefXqVQwdOvSbUrKfaMZPwvk3RVVVFQYPHky6pOTm5kJKSgoTJ05Et27doK6uzjO65oKdbLp3747Dhw/j7NmzkJCQIGSzvr4eq1evRk5OjsCuI4WFhUhLSyP/Li8vh5ubGxwcHCjSOWvWLAgJCaF///7Q0dHBtGnTKGseQREX7r7Wr19PvEr3NwAAp7JJREFUTK5/1KDf1NSEjx8/QlVVFefOncP58+cpzVhNTQ2Sk5N5RtMtB6uioiJeIcWNGzfg6+tL+lavW7eOan32V2H16tVo164drysGC+41P3XqFNLT0zFixAjMnj2b5xNZUFAASUlJbNiwASUlJSgvL0d4eDgsLS2xdOlSQixev36NL1++EKNoFnv37kWHDh0wZswYhISEQFxcHJ6eniQ1/fz5c8yePRtxcXFYvHgxHj16RB3fjh07MHPmTEyfPh33798nz862bdugoqKCUaNGfZV0njhxAhoaGgILZ549e4YdO3bAx8cH/fv3x4QJEwT6ZJaWlmLkyJFwcHAg78zFixcxfvx4qKmp8QzZgR9//xMTEyEuLo7FixeT6BNLOt3d3clnQPO1CQ4OxqZNm6iq3NYIHHuuHz9+hKamJhwdHSlN5549ezB//nxs27aNLAabmpoIiWRJZ0tSW19fj+TkZDg6OsLf3x+ysrKQlJQkGYQHDx5gwYIFcHR0RPfu3f+0Ifjjx48RFBQELy8vsrgsLy9HXFwclbbv168flJSUKGJaUlKCwsJCqiDr74KamhqkpqaSauqDBw9CSkoKc+bMQUJCAtq0acPrqtPyXgtacDx+/BgODg7Q0NCAkpISTExMeEWAQHM2ICwsDK6urpg6dSpZxAqyrPqzWL9+PXJzc8n9ZxeIlZWVmDp1KpSUlDBs2DCqgPHy5cvo3LkzT1MvCCUlJQgJCYGbmxtpiMGiuLiYsh6rrKyEtLQ0yeBwwSWdkZGRJLrKXWj9xNfxk3D+jVFSUoJHjx6RlSm7qt2xYwdEREQgKSlJogetTSyjRo1Chw4d0L59eyoq+u7dO3h6emLevHnU9+fMmYPQ0FDo6+vzfCTLy8vh7u4OZ2dn7Nmzh+yzT58++L//+z8MHz6cmjRmzJiBjRs3kmhia6Rz69at0NLSwujRo/+QFUlr5x4fHw9XV1eIiYmRlSrQTJQ8PDwIkfia1ig+Ph49e/akuu1cvXoV4eHh0NDQIINjyzTVfxI7duwAwzCkGKI14vO16BH3N7t374aWlhYVpf78+TNCQ0OhoKCAzMxMyjyai9LSUmhra1O2I2zBiIeHx1e1w8C/IpORkZHQ09ODp6cnNm7cSJFONTU19O3bt9W+1GvWrIGZmRllvfWtyJmga/by5UuMGjUK1tbW1PmwFag/skiotW1lZGRAWloaCxcupEinlpYWTExM8P79e1RVVRHJjYaGBnr27Im0tDR8+fJFoJaRBZd0dujQAV5eXqipqcG4ceMgLi4OJycndOzYEfb29uT8m5qaEBQUBFVVVYGEfuvWrZCQkMC1a9dQXl6O4uJiDBgwAGJiYl+1yfkzZP3JkydwcXEhfrCqqqqws7PjFSD269cPioqK2LFjx9/OH1HQ/Xn16hUePnyIJ0+eQF9fn9yDkydPok2bNmAYhhBo9vo9f/78uwovCwsLcf/+fYHG+OPGjYOcnBwWL16MCRMmwMbGBsHBwaSw8EcurBwdHeHh4UGe/71796Jz584kzV1ZWYn09HRYW1ujV69eKCoqIlISR0fH734Hi4uLERQUBE9PTx7pZMG2UxYXF0f79u0RHBzMW9jW1tZi06ZN0NbWRr9+/QQWVv1E6/hJOP8G4JI0Qav8DRs2wMnJiUSSDh06hIiICKxatYrXBefChQu4dOkS0atUVlYS3Vx5eTk+ffqEsrIy+Pv7w8HBgYqGZGZmon379khKSoK+vj5UVVV5VdwfP36EkZERhg4dSrouWFtbo1u3bpSHZkREBBiGgZmZGXbs2PFN0rlz584/1P6rZasybhvP3bt3Q19fHz4+PoQwfvjwAQEBAXB1deVdu1mzZmH8+PFUkci+ffsgIyMjsAOKr68vdHV1BXoG/qewevVqMAwDNTU1bN68+U/1KmbvDZuuYvWg7CLg5cuXkJGRgZ6eXqv2M+/evYOuri6JmnCrlMXExBAeHo7jx4+T77fsy62mpkYKU3bt2gWGYeDg4IC1a9eS41uzZo1AU29uhyxjY2NCKrikKysr63dF0svKyjBq1CjY2dlRRUv/rmj2/fv3eW0E09PTISkpiQULFhDSef/+fURERJBrMGHCBAwbNgxfvnwh44WFhQUmTpzI071yrxu3ev3hw4e4c+cO7OzsiIzn4cOHGDNmDCwtLakMAduysCXmz58PT09P6rOamhr06NEDHTt25FUG/yg8ffqULEC8vLyIg0fL+xQdHQ1RUVHs2bPnb0MUuGMwN4rH4sCBA7C0tCT3/sqVK+jbty92795NjWF37tyBpqYmYmNjedkbFt8aF3bv3g0DAwMyBh4+fBiioqLQ19dHly5dUFpaCuDHPP+XL1+GkZERGbOfPXuGCxcuIDw8HFZWVqQw8fPnz5g8eTI6duwIGRkZhIeHY9CgQb97rGObHnh7e1MaVPY5YNPitbW1eP36NWlb2ZJ0NjU1ITs7+2e7yj+An4TzL0RRURFFMBctWoTBgwejf//+ePjwIXmhNm3aBEVFRZw8eRLV1dUIDg5GSkoKWV2xL//YsWOhoqICCQkJdOnShegVr1y5AktLS1JpamtrCzs7O6pIJz8/H4mJiaTT0KdPnxAZGQlXV1fi6cni8+fPZJ/Xrl3jaaAWLVoENTU1PHnyBN26dYOFhQXVG52LHxUl4rYq69OnD0kBzZs3D5aWltDW1iam4NxKSvY8Dh8+jC1btkBLSwu2trYIDQ3FvXv30NTUhGHDhiE4OJgXfb1x4wbs7e1hYWGB+vr6//gEtnz5coiKimLr1q0YMmQIHB0dsXz5cvJMfc+1FXTMb968gZycHAYNGkR9/uuvv8LX1xfR0dFU21Iu3r59Cw0NDULO6uvryfF4eHiAYRj06dMH/fv3J2nZhoYGVFVVIT09neissrOzIS0tjVmzZqFLly6kL3fLcxJ0jnfu3AHDMBRBBJqf27CwMEry8T0oKyvD6NGj4eTkhIkTJ/6u334vmpqacPDgQTAMg507d/LSdKmpqRATE8PSpUupSnX2/X///j1UVFSo6M3ChQvBMAzExcWRkJDQqgSHfQdmzpyJ7t27Izw8nHpXi4uL0b9/fwQFBZHPa2trBV77+fPnQ0ZGhpcmP3DgACky5FaI/7vg5eUFJSUlnD59mkeOhg8f/pcuElmcO3eOIphsdikgIACnT58mAYajR49CVFQUu3fvxvv37xEYGEh5ldbX1+PJkydQUFBASkrKn4reHjp0CGPGjAHQLONiNZus53BgYCBVmPhncPv2bTAMgx07dmDEiBEwNjZGY2Mjzp8/j8jISJibmxPSWVVVhWnTpkFTUxMLFiwQ6MLxPSguLoaDgwNGjx4NgPaRtrW1RWZmJslgPH78GB07dkRgYCB+++03AM1a0+nTp/+I0/+fxE/C+RchKSkJUlJSuHz5MoDmwV5SUhJDhw6FhoYG1NXVkZOTg7q6OhQVFSEsLAwyMjLQ1taGsbEx6W/LvjCXL1+GmZkZrly5gtOnT2PYsGGwsLCgxOXr1q3DunXrkJOTQ1UTHj9+HMbGxlBVVaWie69fv0ZkZCRcXFywbt06HjlpaGjArl27ICIiQlnq1NXVUYUrAQEB0NTUpKKPPxKCWpU5OzsTQfmFCxcwd+5cpKWlYe3atSQqwA5WkydPBsMw+Pz5M168eIFjx47B1dUVFhYW6NKlC/r16wcXFxeyAuYOcrdu3WqVfP07cfHiRbRp04YUQnz48AF9+vQhpJO9v9/TFvL8+fOYMWMGNmzYQNq7HTt2DOLi4hg4cCB++eUXPH/+HOnp6QgPD/9mb/Ply5dDSEiIKqwBml0CtmzZgvPnz8PDwwPKysokclxfX4/79+/j1atXKCoqgr6+PtEvX7hwAZKSkjA2Nsa+fftw5MiRVo+BPd+lS5eiTZs2SEpKwunTp3H+/Hn4+vpSZvi/B2VlZejXrx+J7P8ICNpOv379ICUlhV27dlGk8/nz55CSkgLDMLyKWPZeT5kyhXihAoCFhQUiIiKwbds20mErJSWl1eNZtWoVGIaBvLw81UUIAI4fPw6GYUhxUWvPF5vxGDRoEHWPLl++jNGjR/NaXf4ZsNfv6tWrWLRoEebPn095bHp4eEBVVVUg6fyrMWfOHMjLy5MFwtKlSyElJYX09HRS1Ldw4UJ8+PABlZWViImJgYiICLS0tGBgYMCL7i1duhQ+Pj5f1e9+b6vJV69e4dOnT3ByciKLts+fP8PY2Bjy8vKUT+UfBXesEBERobyeAQgknRUVFVi1atWf7kDH7dwFNBfTsoVYbASXxcOHD6GgoABra2sEBgZCQkKi1eYTP/Ft/CScfyFsbW2hr6+P8+fPY8CAAZSpcmhoKDQ1NYnX2oMHD5CTk4O1a9cS/Rw7cGdlZaFfv35UO8CnT58iISEB5ubmPJ0mC3YQfvnyJeLi4tCxY0fEx8dT33nz5g169eoFfX19qoUYi2PHjkFISEhgiood/LKzs9GlSxdihfNn0XIgba1VmZOTU6uRDG5v4ZkzZ1JpXhaHDx8mejaGYSift786HVdUVMSr7C8vLxdIOr92rDk5OWjfvj2sra2hq6sLa2tr4ld38uRJKCoqQk1NDWpqapCXl0d8fLzA54CL8vJyJCYmgmEYpKenY+3atcS8mS3QuHfvHiIjI6GoqEjSf+zzsmvXLlhaWpJFy8GDB9G9e3dMnDiR6FWXL18uMP3IorGxEXv27IGKigqUlZVhbGxMTch/hIC8f//+h7Vb5f5+7969VLHXwIEDIS4ujl27dpGIYlFREcaPH49ly5a1qnPOy8sjFmh2dnZwdXUl0dA3b97gwoUL34x+7969GwzDYMyYMdSi8e7du9DX16civIKuYX19PZYsWQIXFxd069YNv/32G27duoXAwEBKE/6jSGd2djZkZWURHByMbt26oX379tQ42KVLF2hqalJ9tf8u6NatG0xNTbFjxw7ExMRQnpAjR46EiYkJFixYQLSF586dw6RJk+Du7o6XL19S5HLChAmwtrYWWMDCRue44N7/V69e8Zwt7t27ByUlJeTn5wNoXkj07NkT2dnZP1S7zNrrCQkJ8QoeWdJpZWXFk2L8iHvJOlLY2tqSbl01NTV49+4dsrKySAamuLgYI0eOxKhRo3j91n/i9+En4fwLwB1sLS0toa6uDktLS17la2hoKDHrZQeSwYMHIzExkUTpXr58iZCQEHTs2BG9e/emfs+SThsbG2LK3dpg8ebNGyQkJMDa2pqXMnj9+jXS09N5mkcWNjY2MDU1FRjBrKysRFBQEGJiYn4ISfu9rcrc3d15+ksWhw8fBsMwUFRUJJFmrkSBxS+//IKJEyfC0dGR17rz7wL2mD9+/EhI54oVK75KOt+8eYOUlBRSUHX27FlERUVBU1OTTDTv3r3DqVOncPToUTx79gzdu3dHu3btvlmY8OnTJ6xZswaGhoYwNzeHpaUlbt68SV3bwsJCREREUKQTaNYsGxkZ4fDhw3j37h1CQkIwadIk8vdJkyZBREQEy5Yt+yrpBEAipr/++iuVgvwz+LMTLvf3t2/fhqGhIXx8fIicBWjWGkpLS2PKlCnIyclBcHAwIiMjqVTigQMHiMcpixEjRoBhGMo6qSW4ROXixYs4ffo0RabXr18PhmEQHR2NgwcPoqCgAAEBAdDR0QHDMBg+fDj5fctmE0Bzun39+vVwcXGBkJAQtLS0YG1tzetp/Wfx66+/Up2v7t+/j3bt2mHkyJHUcVlYWMDY2LjVQrf/NLjPX1hYGIyMjKCjo0PGIBajRo2CiYkJFi1aRPSbFy9exMWLF9HQ0EA9+7Nnz4aKigrVMaypqQn19fVIT09vdZE4fvx4mJqaQklJCenp6eSZefHiBezs7NC3b1+cOXMGfn5+CA4Oplq+/hGwz0hjYyNqa2tx8OBB3Lt3j7idcB1BgGbS6eXlhQEDBlC//1GoqKiAhYUFVq5cierqakycOBHOzs5QVFREmzZtSPezhoaGv92C5Z+In4TzLwJ38O3SpQsYhsG+fft4D3V4eDjExMSQn5+P+vp67N+/n/yW/f9bt24hKioKqqqqvBf22bNnGDRoEAYOHEhtOy8vD9u2bUN+fj6JPLKRTjs7O8yYMYN3zFwyduDAAUI6zp49CxUVFVhaWuLSpUuU75uPjw9MTU2/aUj9PfizrcpaDpKPHj1CbGws2rZtS6o9WxtICwsLIS8v/83o3l8J9tg/fvyIvn37wsXFBXPnzhV4Tjdv3oSlpSUcHBwoq5MbN26gd+/e0NTU5JEZFkOGDIGkpOR3FYB8/PgRlZWV+Pjxo8C/3717l0c6nzx5QqxbVFRUYGFhgbq6OqrlaEZGBoSFhb9KOr/Vuu+vxvjx4xEdHQ0TExOIiorC1dWVer5SU1NhZGQETU1NuLu7U9Gr69evQ1dXFxEREbwiN1VVVeIG8LVJMikpCUpKSmjXrh3c3NwoS6UNGzYQzWV0dDR69+6Nt2/fYuPGjVBUVKRS99x9tIwAX7p0ifSmBn5cZBMATp8+DWdnZwDNi2tVVVWMGDGC/J3bFelH6Q5/FLjjf9++fSEkJIR58+bx3C7i4uKo1DuL58+fIzg4mMgrGhsboa+vT0W1gebFg5KSEmV5xWLnzp1QV1fHunXrMHfuXIiJiSEqKor0ml++fDmsrKzQuXNnuLu7/6mCxJa/a6kBbmxsRHp6ukDSeefOnX/be8t2mTI3N4eEhATCwsKQmZmJV69eISAgAAMHDvzLs1n/TfhJOP+D+NpLY2NjAx0dHYqwsUhNTeUN1GvXrkWXLl3IZHv79m1ERUXBxcWF19/11atXVKQrJSUFWlpa0NbWhpOTE0JDQ0nq+eXLl4iPj4eTkxOVmuIeE3eyY6OHR44cgb6+PsTExGBiYgIzMzNYWFjA1dX1h3cQ+t5WZUCztrFlZPbAgQM4d+4cmpqaiA+bqKgoIVCtDTDOzs6tyhP+LuCSzsDAQKpfOReHDx+Gl5cXxMXFeZPRzZs30a9fP3To0EGg9Q3QHIH7Fuls7TrOmzcPPXr0IP9mSaeCggI5lqdPn+LAgQOkEhcAr4vV95DOvyuWL1+ODh064PLly3jx4gXOnz8PKysr+Pv749ChQ+R7T548wdOnT6lrkJGRgdjYWGhra0NERAShoaGUHMfBwQFdu3bl7ZN7P27evAlra2tcunQJhYWF6Nq1K5ycnJCZmUneVza9Pm3aNEJi6uvrsXXrVsjJyVE9s7/n3f7REaK8vDw4OTnh8uXLUFNTQ0xMDNnH1atXMWTIkL9FcRCLr43/ERERMDIywvbt26mCrYaGBixcuJCKsNXV1eHRo0fw9PSEt7c3KQa7e/cuDA0NoaamBn9/f0RGRhJphqD9HzlyhCqgu3LlCtq1a4cePXqQiOr79+9x//79P50d4O577ty58PX1hY2NDWJiYvDw4UPybE6aNAlt2rTB5s2bv7qNPwJ2H/fv38fhw4dx8uRJvH79GuXl5cjJycGGDRuoKHhERATJDP7Ej8FPwvkfAvdlycnJwYIFC7B//34qlWhhYQE9PT1cunSJN1k3NjZSA/aGDRtgaWmJ7t278/q7uri4UJ6b3G3MmzcPKioqhEikpaVBVFQUzs7OJKX/8uVLDBgwgBRIcI+FO9m1adMGISEhJJJQUVGBqVOnYtSoUUhKSsKuXbt+eGTj97YqA+jIbHJyMtTU1LBu3TqSPnr8+DEGDx4MGRkZQqBaDm47duyAhISEQD3U3w1cE+OvaQ7PnDkDZ2dnmJqakmIQFteuXcPQoUN5EgJuSux7SKcg5OTkQFRUFEOHDiWfcSOdLUX5LZ99LtLT0/+RpHPw4MGIiIigPrt8+TI0NTXh7OxM/HW5aGxsxKJFiyApKYmzZ8/iwYMH2LFjB4yMjBAZGUne6QMHDqBTp05UH/uW0aQHDx5QixGu/nfZsmWEdK5duxb/93//h/T0dLx58wZLly7FkCFDIC8vD4ZhSLUv8J9vfFBYWAgzMzNISkoiOjqa+ltCQgICAwOpYsa/Etz3b+vWrRg3bhwyMzOpFsOhoaEwMTHhkc7Kykrk5+ejoaEBd+7cga+vL2pra3Hx4kWEh4fD3d2dpH6bmpqQkZGBESNGIDU1lRTccO//unXrMH78eDg4OGD27NnUcV69ehViYmLo3bs3Lyr8I6KMaWlpkJOTw+TJkzFjxgyoqanB3t6eZFMaGxsxZcoUMAyDI0eO/On9tQTr82llZQU7OzsYGBjw9Ptv374lx9myeO4n/hx+Es7/ALiDTUpKCjp06AALCwtoaGjA2NgYa9euJX+3srKCoaEh8vPzye/Onj1L9JHx8fGYO3cu6uvrW+3v2rdvX+jr6/OIQGlpKfz8/Eh65siRI5CUlERsbCxsbW3h6upKIgLv3r3jkRVBk52hoSG6d+9OfPsE4UdORN/bqoybTmORmZkJBQUFXL58mVd48fDhQwwdOhSysrICDaqfPHnyl+g3v6fK/Fu/Y6//rVu3cOTIEaxbt45UEJ8/fx4BAQGws7Pjde1gU7jc/bTc58CBA79KOls7/qNHj0JCQoKyXiosLERkZCQYhiHed9zfHzlyBNu2bUNWVhZFLv9JpJO9FyNHjoS/vz8AekG0bt06tG/fnupBD/xrwRYREUH1IgeaCbySkhJCQkJw69YtlJWVoX///gIXedOnT4eLiwtMTEzI/lmwpNPFxQWzZ88mpHPz5s1gGAZdunSBjIwMsrOzkZOTQwrBuL3l/x2kk33m7ty5g2PHjmHXrl0k9czqTSdNmoQbN27gt99+w9ixYyEjI8PzH/2rwH1nUlNT0aFDB3h4eMDS0hIdO3akOtp07doV5ubmWLt2LRmjMjIySKFc27ZtqQ5wXNLZmu0VN2gwdepUiIiIIDg4GAzDwN7enteM4dq1a2AYBhn/vyXyj8KDBw+go6NDRfA/ffoEOzs7yme6rq4O69ev/6HyC6CZTEtLSxO7wKNHj5Jnh0V2djYGDBgAdXX1v2W70386fhLOfzO4L82lS5fg6OhI0l+3bt1CQkIClJWVsWXLFvI9NTU19OrVC01NTfj06RPat29P/A+lpaVJNKq1/q5XrlzB5MmTBQ7+eXl5ePr0Ka5fvw5VVVXy8o0bNw4Mw0BXV5fqT8u1D/raZBcaGsoTvf+78HtalQF0m09uGhCgJ8iSkhJERETAz8+P+s5fpeHhnsOuXbswYcIEzJkzh4pcfe+x7d27FwoKCujSpQtUVVVhb29PWuMdP34cgYGBcHJy4hVYsds/ffo0YmNj0a1bN6xcuZLSEw4YMACSkpJfLSQS5L145MgRiIuLU3rAmzdvIi0tDQ0NDdS5jRs3DoqKinBwcED79u3Ru3dvapuTJk1C27ZtMXv2bIF+r38VWiPc2dnZAi2Otm7diqCgINjY2MDPzw/Tpk2jttWnTx9SHMh9dqdOnQpxcXH07t2b6uvM1QquXbsWHTp0wLRp0+Dm5gYFBQWer2h5eTkCAgLQv39/avtr166Fvb09tch7//49VqxYAQkJCSQmJn7znP8MsrKyIC8vD319fcjJyUFDQ4P0/54/fz4MDQ0hISEBS0tLmJqatloo+J8Gd/y/evUq/P39yeL8xYsXmDdvHoSFhSn7Ond3d3h7e1OdtMLCwiAqKopevXrx9sGSTm9vb9JwAeCPDQUFBejbty+ZfwoKCqClpYVevXrxsgr379//4cV1v/32G5SVlYlshh1D3r17B2lpaVIpzsWPIJ3scaxatQrdunUD0BycUFNToyyeysvLUVJSgjVr1vw0df834Sfh/DehpS5u5cqV6N+/PyIiIqiXqLi4GEOGDIG/vz/V05c72FdUVEBCQgKioqK8ohWWdNrb26N79+6kv6ug7XAxbdo0dO/enbz0q1atQlBQEKZMmYKGhgacOnXqd012EhIS6Nu3b6sdLn40vqdVGdcrsKamBmZmZqQCn3v8NTU15LjLysr+FoUlLaPinTt3RmBgILp27Uo8WgV9VxCuX7+OTp06kWr0oqIiMAyDBQsWkO+wBRheXl6ora2ltpmTkwNpaWn06tULqampEBYWxtixYyliM3jwYPy/9s47IMf1/+OfpyGipDLSUBlNTaVEFA0lkT1CtqxQKnsee+8dDkJIRpR1jr1PdJA9M8ooSut53r8/+j3Xee6enK9DFK7XP3Q/97judV3v+3N9hkgkknNnAApFZFFLghRpNaGi+SFlp9Hnzp0LPT099k6tWLECIpEI/v7+AvEtLWVaVpz8ZZ+j7du3Y/78+YiIiGBTlePGjUO5cuWwfv163L17F69fv4afnx9Wr16NmJgYEBHq1q2L2bNns/0sWrQIysrKAp9NoLBKU4sWLWBtbc2uZVHr8PTp09lzk5GRgZEjR8LJyUnOktW3b1/20SXtqz5+/AgTExMMGzZMsK5UoIpEIgQGBn7F1fo0ly9fhqamJjZu3Ihnz54hMzMTAQEBMDAwYK4Ht2/fxpkzZ5CcnPzJ6PzviWzGAaDQStyqVSu4uroK+ujMzExMnDgRFhYWSElJgUQiwatXr1ChQgWB5dHV1RVGRkaoVKkSO2fZ5/z06dPw8vKCi4tLsbXhN2/eDBcXFzg4OAh+P3XqFIyNjdGpU6diZ4VKQvBJ0wu9fv0aWlpagiwoeXl5KCgogIuLS4kkVC+u75aew4IFC9C9e3fcu3cPenp66N+/P1s/ISEBU6ZM+WRBA07JwAXnN2DixIlo0KAB+wIHCkWDSCSCvr6+XPqg6OhoVKpUSTBlKx1w8/PzWfJZdXV1tGrVSs6PUFrf1cDAAJGRkZ9V3zUsLAwmJias82nbti2b2snJyUG/fv1Qv379Lx7svseg/6lSZZ+iR48eMDExYR2+bDT9kCFDBCXMykqns2LFChgYGLDBZ82aNRCJRFBVVRX46f7b9d68eTM8PDwAFJ6rsbGxwKooDRA4duyYXH3yq1evwtDQEKtWrQJQKDw0NDQgEonQvXt3QdL74OBg3Lp1S3DtpB800qpIkyZNEuz/7t270NXVhUgkwvTp0zFs2DCBYEhLS0O/fv1Y5GpMTAw0NDQwZswY6OjooEWLFiyFk+x1KCuiE/jHb9jPzw9eXl4oV64cdu/ejffv32Pq1KlQVVVluU7Nzc2Rk5PDrntQUBAaNmwoqJrUuXNnaGpqIiEhAc+ePUNWVhZat26N6OhoLFu2DEpKSizSGCgc8GvVqgUNDQ2BFTo9PR2jRo2Ck5MTJk+ezJY/efKEZQWQFUeRkZHw9PSUs4ZFRkbCw8MD7dq1K5H3pui927JlC6ysrPDmzRvB/tu0aYM6deqUuXQ1y5YtQ+3atdnsEQDMmzcPtWrVgrq6utxH+fHjx1GlShWB4JOe65MnT5Cdnc2uSZ8+fVCpUiU2LS17PW7evFmsaASAEydOwMnJCerq6tixY4fgtzNnzqBu3brw8PAocZ/FixcvQiQSsQ/D+fPns5LJUsRiMWxsbAS5lL8GWfen3bt3IygoiBUpMTIyQvXq1QVuIEBh9alevXqVeZecHx0uOL8BFy9eRIsWLdCyZUuBJWr+/PnQ0NBAeHi4YKC+du0a6taty6aBZDuRc+fOsQ71xYsXgvquRTvmI0eOCL5I/+1Lf//+/XBxcYGhoSFsbGxgamoqSF307NkzDB8+/IsGO9lccN+aoqXKpO2XRXo9z5w5Azs7O3h6eiIjIwMFBQUsmrtZs2ZlQmTKDp7Z2dkYOnQoyzO4b98+qKurY/r06ejTpw8qVKggeL4+xcyZM9GpUydIJBK5L/s9e/Zg5syZxVoyJBIJDh06xCyTjx8/Rq1atTBy5EgkJCRASUkJw4YNE3xAyV7DFStWYMqUKUhLS4NEIsGqVaugqKgoEJ1paWkYPHgwTp48icOHDyMoKEjQlqysLJYn8urVqzAyMmLTj+vXr4eKigrc3d3ZIP45H1vfk23btkFHR4e928eOHYNIJBLct/Pnz2Pfvn2CtGijRo2CjY0N/v77bwwZMkTwHubm5iIoKAgVK1ZEnTp1ULt2bdSrVw/5+fn4448/ULduXbx69QpAoaDPy8vDnDlzoKOjI5er9/Xr1wgLC4OxsTFzsZCyceNGqKmpMfF6/PhxWFpaonfv3uyj8/3792jTpo1AXJVUNHFiYiLEYjHWr1+P6tWrs9+lkcSpqanftD77l5KSkoK+ffuiUaNG7N0FCj/86tati65duwqC9B4+fAhjY2M2OyAbaKmvrw9PT09BAI9UdEqtqDt37oSbmxu7Lp+6/hcuXEDjxo3RsmVLuWt2/PhxdOjQocT7wA8fPqBVq1asD7l37x7Cw8NRpUoV9OjRA2PGjIG7uzssLCxKxJqan5+P5s2bQ19fH4sWLYJIJBJkbenVqxdEIhESEhLw+vVrvHnzBhEREahatSpu3Ljx1cfn/DtccJYwsg7u7u7u8Pb2FpT4mzx5MnR1ddGvXz8cOXIEly5dgre3N+zt7SEWiwUv/JgxY+Dg4ICoqCgW5CGt7+rr68tqfbdq1QpLlizBnj178Oeff6KgoAChoaFo167dJ6uSAIWpcWbMmIFJkyaxl11W8Dx//vyrBrvvRWpqKnr06AE3Nze2rDjRkZ+fj5iYGDg5OUFLSwuOjo6wtrZmeR6B0rVsvn37lv1fakWSfq3fuXMHdevWZT50e/bsYXkSi4toluXy5cuoXLkyypcvL1dJasiQIWjfvj1z2AeE1+7Vq1dISkpCfn4+/P39ERQUhJycHOTn58PS0pIlAi86WISFhaF69epYs2YNm3rPy8vDqlWroKysjF69emHdunXw9vZGixYt2DGl/pe///47+3CRBojMmzcPzZs3Zzk9V65cCX9/f3Tr1q1MfCwA8s/P7NmzWaL06OhoqKmpMevO27dv5ZKR37hxA7169YKmpibLjyp9Dx0dHQUBJvv378fmzZuxYcMG9t5K8+i+e/cOu3btgqurK/Ly8vDmzRvMmzcPZmZmGDJkiOCYaWlpWLJkiZylMCUlBc7OzjA2NmaiMy4uDg4ODrC0tISDgwNsbGxgaWlZInl2ZTlx4gREIhH27t2Lly9fombNmoIcmxKJhAWhfC/f8c9Bev7SzBdOTk4C38SVK1fCxsaG+VseOnQIPj4+qF+/viB927Vr13D+/HlcvXoVampq6Ny5s8BI0b9/f4hEIvj5+UFBQYG5Fcle/+joaCxduhT79u1jz9mff/6JJk2awM/Pr9jqakDJ5NmUZeLEiTAwMGBj0fPnz7Fjxw40atQIrVq1Qu/evUs8dZ6hoSHKly/P3hfp85mfnw9fX1/UqFEDenp6aNKkCQwMDHiA0HeCC85vgPSl/+uvv4oVndOmTUOFChVQrlw5dOzYET169JATPGPHjoW2tjaOHj3KxKZ0v9Ipdmtra1haWrJpOGmS+I4dO0JNTe2TUZqf6hiKe9m/dLD73uzfvx/VqlVDhw4d2LLioqslEglevHiBxYsXY+bMmVi1atU3SUr9Xzl27Bhat26NtLQ0DBs2DEZGRnj9+jX7fceOHXBycmLX9sSJE+jevTuioqL+Z7s/fvyISZMmQUdHh1miHj9+jMjISGhqarJ0WLIpciQSiSDg5O3bt3BwcGDT+Dk5ORg+fDh2796NmzdvCq71rl27oKurW6wQEIvFOHDgAIyMjGBvbw93d3d07twZCxcuZPtITk6GlZUVmjVrxkruicViREREwMnJCXfv3kVOTg5at27N/FKl65QmRVPffPjwAeHh4Wjbti0SEhKgpqYmsATOnz8fw4cPZ89fdnY2u69FMwbIvoeyMw5Sbt26hb59+0JTU5NZz/bv349y5cqxdEmvX7/G3LlzYWlpKZgRAP65dkX7gAcPHqBRo0YwMDBgojMpKQkxMTEYNmyYwDpeUmLhzp07WLFiBbNkSz9UTE1N0b9/f3z8+BHPnj3DpEmTYGhoKFf/urSRPgd3794tVnSuWbMGtWrVYjlUR40axfymCwoK8PjxY1SrVo0FdJ0/fx7ly5eXE50rVqzApEmTmGW0aDS8trY2ateuDUtLS3Tt2pX1HX/++SdcXV3h7+8vcPsqKW7cuCHou8RiMSwsLBAZGSlYr+jHSUlZON+/f49KlSpBR0cH9evXZ65Sssfbt28fVq9ejf379wvcTzjfFi44S4hPDXZXrlwpVnTOnz8f2tramD17NuswpS9ccnIyzM3NWWLz169f49q1a5g9ezbLq/bw4UNMnz4dLVu2ZINyfn4+dHV1oaKiIhiIv5YvGey+NxKJBEeOHIG2tjaLRJQu/xxK2w8sKioKTZs2hampKTQ1NVmmAGn7d+7ciXLlyiExMREZGRnw8/MTlBj8X521NF1M+fLlYWRkBBsbG9StW1fuyz4uLg5OTk5o2rQpQkJCmFvGw4cPUaVKFURGRiIpKQljx46FsbGxXGoqoDAgrUWLFnK5H2X/fffuHdLT05Geno5BgwahcuXK7JmVSCTYunUr3N3d0aJFC1YJ6/Tp01BXV4e5uTmMjY1haWnJRHFpT6PLHn/27NmoXr06/v77b5w8eRL29vZQUlISTK++f/8efn5+csKvoKDgk1H2z58/x9ChQ9GoUSNBapzMzEzExcXBz88Pf/31l+C69+zZEz4+PkxsSC2d1tbWLMhHdv0jR45g+/btiI+PZzMVT548kROdRSmpj7U7d+7A0tIS1apVE/Rh6enpWLt2LfT19aGpqQlTU1Po6up+tyDF/8Wn+v+UlJRiRefGjRthZWWFkJAQ/P3338jPz0deXh5ev36NefPmYfDgwQD+ua6yolN2el3ab0mzOkgkErx9+xatW7fGtWvXWIlZJycn+Pn5sefg5MmTMDMzkwvW+1p2794NHR0duLi4YM+ePWxsmjhxInx8fNhsRdEsFCX9/r579w65ubmws7NjAVnAP/fp32b+ON8OLjhLANnO5vr16/jjjz/w/Plz9nJdvny5WNE5fvx46Ovr47fffhMEazx69Ai1a9fGli1bcOXKFfTr1w9mZmYwNzeHSCRiyYLPnz8PW1tb5OfnIz8/Hzk5OWjYsCGaNWsGLS2tYoMpiv7/c/nUYPf+/Xvs378ffn5+pSY2pXyt6CxtevToAZFIhBYtWrCBXdr2J0+eoHv37lBWVkadOnX+VWx9avDLzs7G9evXsXr1aiQmJsr52l65cgXly5fHxIkT0adPHzRp0gSNGjVigi8qKgoikQi1a9dGjRo1EB4eXux09ujRo+Hq6iq3vKCgALt375azSD158gSRkZFQU1PD6tWr2TlFR0fD1dUVzZs3Z209d+4c5s+fjwULFgimycoKFy9eRI8ePZh/XUZGBoYMGQILCwtMmzYNL1++xLlz5+Dj48PeXeDzn9Hnz58jMDCQFWWQkpeXh6ysLLkp+g0bNqB+/fqCNC9v377FpEmTEBgYKLhHoaGhqFatGurXrw8lJSV4enpi27ZtAAot4o0bN4axsbHAylbSPHz4EKGhodDS0hJ8UAGFz09GRgaio6ORmJgoF+BWWshewzNnzmDv3r24dOkSm5m6desWE51Llixh6w4dOhQGBgYYNGgQkpKSkJaWBi8vLxgZGbEPEbFYzN7z8+fPQ01NDW3atBGITtnjP378GLdv34aHh4egOtSmTZvg5OSE1q1bM9EpW3K0JM5dyq5duxAWFgYNDQ34+Phg/vz5uHz5MpSVlVnVo5JE+h5cvXoVW7ZswZkzZ1jwT3p6Ouzs7ASWztmzZ6Nfv36CUrmc7wMXnF+J7AMbGRkJU1NTqKuro3Hjxhg7diyrdHH58mU0b94cPj4+guhiaZTqvHnz2Mv/+vVrdO3aFWZmZihXrhwGDx6MPXv2IDs7Gy4uLpg6dapcNO7evXsFuRHbt28vJzoBMPHwJfyvwe57U1xEcn5+/g8jOqVtysvLQ05ODlauXImZM2eiefPmCAgIYBGj0k79yZMnSEhIwNatWwVl7oDCtDBXr17910H4367BX3/9hQ0bNggs2PHx8XB1dYWjoyN7bq5du4YLFy7g2bNnePv2LRNMsoUKtm3bBpFIxKqfSHn79i0CAgJY7knZ9jx9+hQRERGfFJ0tWrQoNhittC3TskirYNWrV4+5KQCFpVeDg4NhYWEBFRUV2NnZoUWLFl/st/b69WuIxWKEh4cjIiKCLV+/fj3U1dWxfPlyQVo2Ozs7ufyN79+/F1SN2rhxI6pXr45z584hJycH169fR7t27eDm5sZSsd27dw9mZmaC9+prKe5D+Pnz5xgzZgxq1Kghl0KnrFF0Grtu3brQ0dFB48aN0b17d2YllopOFxcXzJgxA5mZmejYsSMMDAygra2NESNGIDc3FzNnzoS+vj5sbW0FsxzS9+zMmTNQUlIqNs/omDFjULNmTVhbW6NWrVoCv2yp6HRxcYGLi4sgGvtL3yFZsfngwQO5CPczZ85g/vz50NHRgYeHB1RVVeHl5cVcdkqSPXv2oEKFCjAzM4NIJMLw4cOZAeT169dwcHCApqYmfHx8UL58ee6zWUpwwVlCTJs2DTVq1EBiYiLy8/PRpUsX6OjoYNCgQcyf5cqVK7CyssLIkSMFdaHnzJmDtWvXYsWKFdi6dSsePXqEnJwc/PHHH4IKPvn5+WjYsCFWrlzJXtiCggLcu3cPIpEIQUFBzHokFovRvn17VK1aFQkJCUhPT0f79u3lErf/V6SDnfQYpUXRr3ppxDzwj+jU0tISDI6l7eMni2xbPnz4IJhG3bp1K1xdXREQECBIgSV1p5AiHSh27doFTU1NGBsbo1KlSti4ceN/GpyfPXsGFxcXqKmpYcqUKYI2xsfHM0unVPCFhYUJnsvExETUq1cPERERgvQtqqqq2LRpE5KSknDjxg14eXnBzs5Orra9lKdPnyI8PByVKlViaZiAwhyW7u7usLa2ZimcyiLSKliywQpSsrOzkZ6ejqNHj+Lu3btfXZv63bt36NGjB5ycnNhHwt27dxEREQFHR0fUq1cPQ4YMQXJyMnbs2AFfX19BFgxZsQkURsX7+PgA+EdEJScno2nTpujevTs77rNnz0pM5EuPc+LECcyYMQPdu3dHYmIi3rx5g4yMDIwdOxampqaYPn0626YsvcOyzJw5Ezo6Oiz9T0hICMqXL4+WLVsyS2NKSgoCAgLQv39/5OfnIykpCT169EC9evUE57h06VKYm5tjyJAhxYpOqYVS9lrExcVBR0cH27Ztw4QJE2BsbAwHBwdBP5Cfn4+VK1cKslSUBOHh4TAyMoKWlha6d++OBw8eCATlx48fsXDhQnTo0AHKysrsOfwa0Sn7DD958gReXl5YtWoVsrOzsWXLFtSrVw+9e/cWCPOIiAiMGTNG8DHI+b5wwVkC3LhxA40aNWIWncTERFSsWBH+/v4wMTHB0KFDmaUzJSVFbrAJCwuDoaEhGjduDG9vb1SvXh1Hjhxh+8/OzkZKSgqbhpP1P5F2KPHx8aw+tVR0SiQSdOnSBQoKCrC0tISZmVmJWQnKiticOnUqrKysYGJiAjMzM0FncuTIEVStWlUQSFQWkG3/jBkz4Obmhtq1a6Ndu3bMMvX777/D3d0dvr6+SEhIgKenJxwcHJiflrSzffz4MUxMTLBq1SqcP38eEydOhIKCAhYsWCCweP8bubm5WLlyJaysrGBvby8QvxKJBIcPH4aVlRVatGiBS5cuoVGjRnBwcGCd+atXrzBixAg0atQIY8eOZW0bPXo0KleujKpVq8LCwgIuLi4sv6NUtKSkpODs2bN48+YNCgoK8OHDB4wePRpqamoC0blhwwYMHjy4zAoOKU+ePIGfnx+cnZ2xZcsWtry4dn/tubx8+RIhISFwdHQU1MS+desWYmNjWeCVsbEx1NXVsXLlSrl9SC3iERERLDWYRCJhbYuJiYGysrIgyT9QcpblXbt2oXLlyujevTs6d+6MmjVrIigoCNnZ2Xjy5AnGjh0LCwsLuYpIZYn79++jadOmLNXVoUOHWNnW+vXro1WrVszS+ejRI5ZfOT8/HxcvXkTv3r3h6OgomPmaN28ebG1tMWzYMOYOUfQjQfr3hg0bsGbNGpb9oKCgAImJibCxsYGzs7NgvJC9byXxLu3duxe1a9fG9u3bsW3bNtSsWRNNmzZFcnKyYD1pW9u2bYs2bdp88YdWUZ/dP//8E6GhoWjfvr3gY3Tnzp0wNTVF7969BduUpRmRXxEuOEuAvLw8bN++HW/evMHJkydRvXp1Nlj6+vpCS0sLnTp1EkRvSx/8zZs3o0aNGiyid8mSJRCJRMx3SiwWsypATZo0YSKioKAA69evx5IlS9jUSUJCAhQVFQWiEyiMcN62bVuZiMYuScaNG4fq1atjx44dSE5OhqOjIwwNDZmPK1BYQUckEgn8TssK0vavWbMGSUlJ0NTUhKurK0vGv337dnh7e0NfXx9NmzZllhIpR44cwfLly+XS3MydOxcikeiTorM4y0Jubi5+//13WFtbC8qkStc/cuQI8xs7dOgQ/P390aBBA5a+KT09HaGhoXBwcMD48ePZMa5cuYLTp0/jzJkzTMxIn78xY8bA3Nwc1atXh6OjI4KDg5GWloa0tDRERkZCXV0da9askWtrWR80PlUFqySmEYuKjZcvX2L48OFwdHQUWKeBQv/RI0eOYMCAAVBXV0ft2rWxZMkSFowYGhqKHj16ACisRCQSiQSiBygse2pnZ1ds9ZqvRZrWSFq0IT8/H0pKSgJx+fz5c4SEhMDBwaFMW7djY2Px9OlTnD17FjVr1mTiXpq+qEGDBqz90vR3SUlJ6N27N9zc3KCsrAxTU1Ns2LCB7XPu3LlwcHBAv379BOWGZUlLS0Pt2rXlap/n5+cjMTERtra2cHFx+eyPz/9FUZF6+vRpQcL258+fQ1dXF66uroKPf+l2S5cuhYeHxxeJ3dWrV8PHx0eQPm7BggUQiUSoWrWqXAxBTEwM6tevj44dO5Z6fAGnEC44SwjpCz1w4EBBXsJRo0ahYcOGGDVqVLFTWRERESwicffu3ahUqRLzYXv//j3S0tLw5MkT7N69WxAkERYWhpo1a2Lt2rUCJ/74+HgoKiqif//+xUaUlvXB+nM5c+YMGjZsyFKCxMXFQUNDAzY2NqhcubLAQnzp0qUyd9737t2DtbU1S8B86tQpqKqqygmsV69e4datWxg9ejQ6d+7MAtGAwqADkUgEGxsbuVRUc+fOhYqKCn777TfBYCN9/v744w+MHTsWwcHB2LJlC5vm3rx5MxwcHOREZ2BgoKDu8KFDh+Dn51es6HR0dBRYOmWRdSOpVq0au09du3aFtrY2m6pPTU1FZGQky8X4o/Ffq2B9DkU/FIuKzoYNG36yPOCBAwdgZ2cHNzc3iEQidOrUCRUrVhRMOY4fPx7lypXD8uXLkZycjGfPnsnlSf0aiu7jr7/+QoMGDQAUWmX19PQEFbCkad2ePXv23XP7fi5FzykyMhKBgYHMqjhnzhx4eXkhIiJCILIePXrEioCcPXsWiYmJcHNzg7OzsyA6/7fffkP9+vX/dRr4r7/+QtOmTWFiYiJIRyQtUVyzZk3079+/RM91yZIlGDRoECwtLREaGipY78WLF9DT00OzZs1YLlkpoaGhMDQ0ZAFV/4WHDx8y4S1rUNmwYQO0tbUREhIiZ4nfsmULGjZs+FWxC5ySgwvOEqZ9+/bw9/dnAqdDhw7YvHkzm6aSdjrSacvIyEhMmDABcXFxqFSpEpsWkUgk+P333+WqwBQUFGDZsmWoUaMGq1ErRerDGB8fz3J8loW6wt+Cv/76i31ZJyYmolq1ali2bBmys7NhZWUFY2NjVv5NSlmy7N64cQPm5uYACqelZO99ZmYmtm7dKnB/uHXrFnN0lxWdkyZNgoKCgpxlCij0K9bU1BQMQkDhNKaqqipatmwJDw8PKCgooEePHrh37x7EYjGioqLQqFEjNG/eHFlZWfjw4QPbl6yl+FOiMywsDM7OznJ1t4HC5zorKws+Pj7sfOPj4wV+m7m5uSgoKMDz58+xYsWKMnXf/gvFVcH6UqytreXK8QHFi05Zf0Cp8JFIJPDz84O/vz8MDAygpKTEhI30OcvNzcWsWbOgpqYGHR0d1KtXDw0aNPiqogjFbZOamorc3FwcP34c9erVw4MHD2BkZMQih4FCy1mfPn0+adkrq/Tt2xf29vbsIy8gIIDlEwX+uR6bN2+Gqamp4KPu6tWr8Pb2hpmZGZvhAsCm1IteS9ncqdevX4eVlRWsra0FYk46bf+1H9yyYnPmzJlQUVFBt27doKGhgbp168pVLnr58iUUFRUFH6kvXrxAv379Pll+83O5ePEimjZtKqiMtWTJEujq6iIiIkIQwQ9AEDzFKV244CxBJBIJpk+fDgcHB7Ro0QLOzs4wMzNDQUEB4uPjWX3X8PBw9iIuXboUWlpaqFixoqC+7Lt37+Dp6VnsVHCPHj3YYJ6SkoLNmzfD1dUVDRs2ZAN/bGwsmjRpUuZ93j6HT52DdIq5TZs2GDFiBIDCQdPPzw/a2tpo0aLFd2vjv1Gcdej169eoV68ehg4disqVKwv8665evQpXV1dWPlB2sEhISICvry9u377NloWEhEBFRUWuRjIAuWlIacot2WftxIkTqFmzJnr16gWg8BquWLFCkJ7pzZs3WLRoEapUqSKIjP6U6Ozfv79cNgMpeXl5cHd3x/Xr13H48GFUqlSJnX9OTg5Wr16NkydPCrb5UUVnamrqV7+DERERqF+/Pvu76DUtKjqdnJwwY8YM9rv0+H369EH79u3RuXNneHl5oUKFCiwQTdYv+Pr16zh+/DgOHz5cIm44Dx48YBWudu3ahUaNGrF3t0mTJhCJROjdu7dgm/DwcDRp0qTMWjY/xbZt2+Dg4AALCws0aNBArmSwlP3798PAwIBFdkt/O336NFRVVWFiYiJXb1zK+vXrERISgj59+rA+AigM8qpfvz5sbGyKFVklMctz8eJFBAUFMbeMly9fwtbWFi1atBDMKgFgftmyfCrH7H/h3r17aNasGTw8PLBp0ya2fPHixdDV1cXYsWMFacDKYoaSXxUuOEuY7OxszJw5E/369WNT69nZ2ahfvz7q1q2LXr16QV1dXVBJpGfPnlBRUUFCQgLu3LmDlJQUeHl5wd7evtggn9DQUNja2mLy5Mlo3Lgx/Pz8MGjQILRq1QoGBgZync2PLDpl237q1CmcOXNGULs7PT0dZmZmTLDk5uaiY8eOuHbtWpnoaGQHamk1ESlSP0XZzAE5OTlo1aoVfH19i71vf//9N0QiEdq2bSu4DsOHD4eKigpiYmLYsnnz5slZee/fvw9jY2M2dS0dEI4fPw4FBQXs3r0bQKEoLDpN/+bNGyxcuJAlgJciFZ0ODg7MepGRkcGs+sXdhxYtWqB+/fqoXLmywFLx9OlTuLm5lWjhgrLA17yDY8aMQbNmzQAUWpeKS7YvKzpHjBgBY2NjbNy4kR3777//hqqqKpo0aYLc3Fx8/PgRPXv2FIhOKUXzbH6NUBGLxVi1ahXq1q0LLy8vudrW+/fvh4ODA9zc3HDv3j0cP36cBY0Vrbb0I5Cbm4vo6GiEh4cjPDycZSMpeg0vXboEbW1tzJkzR9BH3LlzB87OzujSpYvcDBZQKMT19PTQuXNnBAYGCspaAoWi08bGBjo6OiWeqk6a9svc3JwZT4DCqW6p6JS6OMnyLdyZHjx4wPykZUXn0qVLUb58eUyePPmH/Uj9meGCswT51KAiffCrVKkCVVVVFs0uXZ6Xl4fWrVtDT08PampqaNiwIRo3biwIEJKdevnzzz/Rt29fGBkZYdasWcxPZuvWrfDy8iqVnJjfAlmhMmrUKOjq6qJSpUpwd3cXlAhs06YNdHV18dtvv6FRo0awtbVlnVxpie2//vpLEB06Y8YMBAQEwMXFBUuXLsWDBw/w4sULtG/fHsbGxhg6dCjGjBkDNzc3QVL34tqfnJwMNTU1+Pn5CUTnyJEjIRKJsGfPHuTm5sLX15clO5Zy69YtlC9fHrGxsQDAosYBoGHDhoLAg6IBKkChT+nChQuhoaEhJzrbtGkjsNrIVhO5du0aHj58yIJPkpOTYWZmBjs7OwCFQvvt27fw8fFBkyZNypzPbWkh9at1cXFBw4YNoaqq+slqP9JrnZqaioULF8pFJM+aNQsNGjRgVsOXL1+iV69eqFixIg4fPowPHz6gffv2LAitJD/YBgwYAJFIxISzlJycHMTExMDZ2RlqamowMzODs7NzsXkmyzrFvavSiPRHjx4hLi4Ohw8fZv3+3LlzoaCggPnz57NsAevWrUPbtm3lfBGBQsumvr4+m0mIj4+HSCRCuXLl5GZIAgMDS/wdkqb9UlNTk/voefToERwcHGBtbf3VU+afi2xwnqzoXLVqlWAGiFN24ILzO1BQUIDU1FTo6OjAxMTkk/Vdz5w5g/379wuCXPLz8zFr1iz4+/ujZcuW+OOPPwQJ4qVIJBJ4e3ujQ4cOZcKy9zUUtYqdPXsWVlZWOHfuHI4ePYoBAwbAzs6OpYJ5+/Yt2rdvjyZNmqBdu3Zf5XNWEkyZMgUikQgJCQkACq1SlStXxvjx4xEQEAB7e3u4ubnh9u3beP78ORYsWABra2sEBAQgJCRE8CECFIqz2NhY7N27l3Wk165dg7q6Olq3bi0QnZGRkbhx4waAf56tU6dOYffu3UwADxgwALVq1ZKzoDRq1Ajz5s0DIJ/U+datW6w92dnZWLBgASpXriwQnbGxsRg9ejQmT54ssJqNHj2a5enr0qULuy5bt26FhoYGS5nUqFEj2NjYfHFC9J8ZBwcHqKioIDAw8F+f76IfCbKi/9WrV6hWrRomTJjA1k9LS2Ni0NraGvXq1SvRBOsFBQUoKCjA5MmT0bNnT9jb238yF/Dly5fx5MkTOZ/jH42i/W9SUhJq1KgBAwMD6Ovrw9XVlRkTZs2aBXV1dZiZmaFBgwZQVlYu1jXmw4cPmDVrFgsqjIuLY0USxo4dCxUVFYHlWEpJv0OPHz+Gn58fXF1dBZZVoFAABgUFfdd+Vyo6PTw8is1owSlbcMH5CT710nzuyyS7nmznn5OTI1ffVYo0GEQ2sfq8efOgrq6OcePGwc7ODnXr1sWCBQtYaoiMjAwcPHgQLVq0gJWVVZmpLf2lFE3fsXPnTgQGBiI8PJwte/jwIUaMGAEbGxsmkACwXKdA6fv8tWzZEjo6Ojh8+DACAwMFTvX79+9H69at4evry6xNRQcG6d8xMTEwMDCAra0tmjZtCk1NTeYrdePGDairq6Nt27ZISUkR+OHJPgceHh4wNTVFbGwsxGIxbt68ifbt20NPTw9btmzBgQMHEBERgSpVqrD9SBk7dixMTExQvXp16OnpYeHChXj16hXy8vKwYMECVKlSReBnfPHiRdjb26Nly5a4ePEiTp48iVq1arEUTm3btkXDhg3Z9Xj8+DEiIyMxZcoUrFmz5qdL3fW15Obm4unTp7C0tMSAAQPQqFEjjBw5komy/zq4L1u2DE5OTnIWoP3792PTpk0ldv2L63+ys7OxaNEiWFlZyfls3r9/v0T8+0qKT13XzxVwsrmWBwwYgPHjx+Pp06fYt28fbG1tYWpqys735MmT2LhxI+bNm4dTp0598vjJycl48OAB7t+/DzMzMxaMdObMGYhEIohEIuYS8y35VNovWb7nx+KDBw/QuHFjtG7d+oui3znfDy44i0H2Zb9w4QLi4+Nx/vx5Nq39qena4qYgY2JiMGvWLBw+fJgNEtL6rlZWVkhOTkZWVhY6derERJV0+xs3bqBv374CZ+xBgwahfv36mDdvHjIyMnDr1i0EBwcjMDCwTNaW/i/06dMHI0eOBFB4LVNTU+Hn5wdNTU106dJFsK5UdNrb22P8+PGC30pTbMteew8PD2hqasLQ0JBVIJGyc+dOGBsb49y5cwCKH2DOnz8PDQ0NNl12+vRpiEQijB07lj2DUp/Ozp07Iy8vTxAkdPz4cVy+fBlZWVnw9PREgwYNWJnC27dvY9iwYahcuTLMzMxga2srF2k6e/ZsaGtrY8+ePbhw4QLCwsJgamqKiIgIvHv3DpmZmVi8eDFEIpFgSm/fvn3w9vZGmzZtEBISgjlz5rDfzpw5g86dO8PBweGT6Y5+dcvmv4nIcePGsTRr0v7kU8/7tGnT0KlTJ1ZKFCicbjUwMGDCpLhrXVIRzYmJiRg6dCiGDRvGChpkZGRg8eLFsLGxQVBQEHJzczFhwgS4urrK+QyXFrLX/+jRo9i2bRtiYmKYmPlUpbWifz948AB+fn4IDAwUpAe6dOkSK1ZRnMiW/XDctm0bFi9eLPj92LFjsLW1ZYExV69eRUhICDZv3vzd+v5vkfbra3j48OG/lvXllA244PwXwsPDYWZmhlq1asHd3R3Ozs4CK5oUWZ8V2c5fWhvazs6OpYiQdjzS+q4aGhqs85Gdytq+fTtq1qyJ2rVrM1EiJTg4GFZWVli0aBFycnLw+vVrdtwfVWzm5+cjNjaWXQPpv1evXkXXrl2hp6eHqKgowTaPHj1C79690atXrzJl0ZW9B507d4ZIJML8+fPlrLe1atUqNm+i9FyioqLQqVMnAIUdqr6+viDNyPPnzwEAN2/exK1bt5Ceng5DQ0PMnTsXhw4dgkgkYkFDHz58gLu7O+zt7REXF8cGx0ePHiEtLQ2mpqZo1aoVgH98ht3d3QW11YHCQCQ9PT1WVeXly5fYsWMH8vPzBc9vYmIivLy8oKWlJVcl5syZM+jSpQucnZ0RHR39mVf110BWtBw6dAgrVqzAvn375PJlNmzYEKGhoQLRWVTwHDhwAB4eHrCysoKdnR127tyJnJwcTJs2Debm5t9U4O3fvx8VKlRgwY+KiopM+GZkZGDlypWoU6cODAwMik3xVhYICwtD3bp1YWVlBTc3N9SsWbNYUXPs2LFitz98+DBq164NVVVVFoglFZOXLl2Cvb099PX1Bf2C7D1MTk6Gra0tGjRoIEh7FhcXB5FIhEOHDuHOnTto1aoVOnbsyH7/nqKzpNJ+cX4NuOD8BIsXL0bVqlVZNO/48eMhEokQHx8vWG/FihWwsbHBrVu3BJaBy5cvw8vLi1UQki21JTt4LFiwQJBrULaz6NKlC8qVK4c5c+YIci8ChUm/tbW1BQN2WRJd/4Wi7V6zZg3c3d2ZRfmvv/5C165d0bhxYzk/pRcvXhRrWS5tZMWXn58ftLS0EBcXx+7v27dvYWZmxpL8A/LtnzNnDnx9fXHnzh3o6+sLaiDHx8cjPDxc8AGUlpaGhQsXQk1NDeXLl8euXbsA/JOKRCoiGzRogNjYWObTOXfuXFhYWLD9SIPOHBwcmOCUHRTbtm0LV1dXQVvT09PZuUVFReH9+/dISEiAi4sLTExM2FShlLNnz8LLy0uQ6JvzD6GhoahRowasrKxgYGAAS0tLQTT/hAkT4OzsjL59+yIjI0MgVFatWoVNmzaxaPTbt2+jZ8+ecHZ2hpGREXr16oW6deuyilwl7XOXkZGB+fPns7yqb9++RXh4OJSVlVm5z+zsbNy8eRNbt24tNkCmtFm1ahWqVq3KLLPLly9nAXmyREdHQ19fH0ePHpV7f7Ozs3HgwAEYGBjIvS8SiQTnz5+HhYUFSzEkS2hoKNq1a4dGjRpBU1MTJiYmgswNffr0gUgkgrGxMaytrUvU7/a/UBJpvzi/DlxwFkEikSA3Nxc9e/ZkkXj79u1DpUqVmFNyVlYWG4BPnz6NatWqCXxZli1bhs6dO6Njx46CjkAqOvv06SOwisom8C1KQEAALCwssHXrVrnpl3nz5v0U049FO6z169fD1tYW7du3Z6Lz8uXLTHQWl+S8rHV6RQcfb29vqKmpoW/fvpg/fz5at24Nc3NzOWvE2bNnWUL7gwcPwtHREdWrV2eBFtL9DhkyBD179sT79+8F2584cQIikQgqKipYsGABWy59Xj98+ABPT0/UqVOHWT9XrVoFfX19vH37FhMmTGBW1G7dusHExITtQ/osjxkzBv7+/oJjamlp4eHDhwgJCYG2tjazBMXHx8PT0xM+Pj7s401KcnJymbtvZYHo6GhUrVoVp06dQkFBAa5evYqRI0dCV1dX8OyPHDlSLtdpWFgYqlWrhpUrV8pVV7l16xaWL18OMzMziEQiBAQElHjbk5KSoKKiAmtra5aNAyh8dsLDw6GkpCRIal4WkUgkCAkJYQn09+zZwwJ0gMIKcFIDwPXr19GsWTM27f3q1SvcuHEDly5dYu/LoUOHUKdOHXh4eMgdRzpNL3sPN2zYAA0NDVy+fBlv3rzB8+fP4enpCWdnZ8Esz7Fjx3D8+PEy4ffM32PO58AFJ4p/Wfz8/BAVFYX9+/cLqsAUFBRg1apVzF8mNDQULi4ugmnDWbNmQUVFBbVr15YLDIqJiYGlpSUCAgJw+/ZtwbFPnz6N2NhYJCcnCyxXrVu3Rv369YsVndI2/aj88ccfLMp6+PDhmD17NvLz8xEVFQVHR0dBicXLly+je/fuMDExkfM3LEtIB4/t27dj1KhRbHm7du1YDk3peQIQDBi9evVC06ZN2TadOnWCsrIydu7ciXfv3iEtLQ0RERGoWrVqseXuUlNTER8fj4ULF0JdXV0wJS4VnVlZWWjfvj3u378PiUSCCxcuwNfXF3Xr1kXFihVZpY4HDx7A1NQUTZo0YR9ZYrEYTZs2FUQa5+bmomXLltDW1oaamhorSShl37598PLyQsuWLZnFXxY+WAmZMGECvLy8BMvu37+PPn36wNfXV9A3SJ81aWUyHR0dXL58WbBt0f4hNTUVv//+O+rVqyeXrPtrefHiBYKCggR12WUDaMaMGQORSMSs72WB4mZGunTpgokTJ8r1/2KxGMuXL8f8+fOZoNy6dSuGDBmCa9euoV69enB0dETlypXRqVMnZhHdv38/TExM4O3t/T/bM3bsWDRu3FhQme7p06do2LAhateuLRCdsgGpHE5ZhwtOGaKjo3Hq1ClIJBIMHDgQNjY20NDQEOR8fP78Oby8vLB48WJIJBI8ffqUTUHKJipet24dqlWrhtDQULlSW5s3b0bXrl0FnURERAT09PRQt25d1KxZEyNHjhQ4mrdp0wY2NjZYu3atIL/jj4r0615VVRWenp4ICgqChoYGkpKSABSKmA0bNsiJznPnzmHSpEllooP9VMUXoPDDokKFCnIO/40bN0aHDh3Y30XP4+bNm6hYsaLAEV8aZa6pqQlXV1fUqlWLlbmUHvP58+eC+sKvXr3CjBkzoK6ujlmzZrHlGzdulBMkQOEHlpKSEho1asT2k5eXhxMnTsDS0hI6Ojpo3Lgx7O3tYW5uLpcNYezYsRCJRKhRowZu3boldz327dsHHx8fODg4yAlSjpD58+fD0tKSVeORsmXLFlSqVEmuP5Fe53HjxqFNmzYs2bjsb0VF/fPnz2FtbY2lS5d+VVuLE2tv3rxB9+7doaqqyirhyGZPmDx5MkvdVZbYuHEjs77OnTsXdnZ2UFNTw7Jly9g66enpaNmyJaZPny54dx8+fIiaNWti1KhREIvFOH78OJSVlVlVrtzcXBw8eBA1a9aEm5tbsceXXqMpU6agQYMGzLggfdeOHTsGVVVVNG/enPs+c35IuOBE4YsuzVEnDeJITU1F7dq1YWJiggcPHuD9+/d4/vw5WrZsCWdnZzmhEB0dDVtbW8HXp7TUVnH1XaWIxWLMmDEDNWvWxIkTJwAUWvoqV66MXr16MWEBFIqVwMDAkj79UiUzMxOVKlWCiooKi6CWIhWdDRs2RPv27eWmj0tTdMoO4Lm5uQIf25SUFNStW1fwoSI73fW/olxDQkLQrl07geA4ceIE1qxZg8TERLnE37t374aRkRHq1KkDOzs7JCcnAygMTJsxYwbU1NQwcOBAhIaGQllZWZASJz8/H+/evUOHDh0wd+5ceHl5wcvLi4lGsViM9+/fY/bs2ZgyZQqzzEokEsE5PXnyBJcvX4avry90dXWZy4jsPYqPj8ewYcO4RfP/+dR1OHToEAwMDLBs2TKW/gwozJhhbW0tqPIC/CNU2rRpIyjnKmtZPHPmjFyZSG9vb+Y+8SX+z9Jtzp49i5UrV2LKlCmsD8vJyUHXrl1RsWJFOdFZFnnz5g0cHR0xePBgAIX+0A0bNoS+vj6OHz+Ot2/f4t69e2jZsiWsrKzkfO7Xr1/Pktrn5+fD1dUVnp6erM+SVt7at28fu0af4tq1a1BUVMSkSZMEyw8dOoR27drB3d0dLVq0+CkMD5xfCy44ZVi2bBl0dXWZZfHatWvQ0dGBhYUFDA0N4eLiIig3KTuY3rlzB15eXmjRooVcfVc9PT2MGTMG9+7dAyAcaJ49ewZ/f3/mTB8XF4fKlSsjMDAQenp66N69uyDI6GcYrGUHwjt37qB69epQV1dHq1atmNCRkpubi6ioKBgYGLAk46U9cMneg9mzZyMgIAD16tXD8uXLcefOHWRnZxdbKUV2O+n/T5w4gc2bNwt+27VrF7S0tOTqicsivQbJycnQ0dHBrFmzEB0djebNm6NGjRpsUHv37h3Wrl0LKysruLq64sqVK3IBaLJI9yErOos7D+mzn5mZKRDGubm58PDwELxHQGHye9kPhp/hOf5S9uzZw8rPfupZDg8Ph5aWFn777TecOnUK9+7dg6enJ5o2bfrJD61t27ahatWqcj6ST58+RUBAgCAZ/+HDh6Gnp/fV1uaYmBhUrlwZnTt3RqNGjWBvb4+BAwcCKLSyd+/eHRoaGv9TZJUFdu/ejQoVKrAAt5cvX8LKygqWlpaoXLkynJ2dYWlpiQYNGmDlypWC+7BixQr07NkTAGBvbw9PT092j0+ePImVK1cK/Pn/Vx+2YcMGKCsrIywsDJcuXcK9e/fg6+uL6dOn48aNGxCJRCzoi8P5UfglBWdR52ppx5GSkgJXV1fBNNPbt2+xZcsWLF68GHFxcf/qoP2pUltLliyBoqIiVqxYIehozp07h/T0dBw5cgRv3rzBhQsXoKenhyVLlgAoLOeoqamJtm3bCvz1fuTBWrbt586dY9fzxYsX0NLSgpeXl1zycQA4cuRImZhGlyUyMhJVq1bF3LlzMX36dBgZGaFHjx4CofVvA0tubi5CQkJYAIdsvsp+/fqhUaNGclZdWc6dO4c9e/YIEq8DhdPj1atXF0S/5uTkICMjA5s2bcLEiRPlUjTJXtvt27ejefPmaNmyJbOGFpcJYMqUKXBzc4OWlhb69OnDfPby8/Ph6emJatWqYdmyZXBzc4O5uXmZu3+lwcqVK1GrVi3MmjWLuYnIXlPZ92PixImwt7dH+fLlUb9+fTg6OrL7JhaL8eTJE0GE971799C5c2c4Oztj/fr1yM3Nxa1bt+Dn5wdHR0fB9U9PT/9kiczP5caNGzAwMGA5WG/cuIEKFSqwaWSg8IPHz88Purq6//qh8z35VP+fkZGBNm3aIDQ0lLU1MzOTJWY/deoUnjx5Al9fXzRt2lSQNWDHjh1QVVWFqakp/P39BZbpsWPHomPHjv+5glJMTAyqVasGPT096OrqwtbWFh8/fsTDhw9Rt25d5n7E4fwo/FKCc+fOnYLOJjo6mqW9kDJ06FAYGhr+a5qJfxs4ZUWnbAqfnTt3CvY5cuRI1KpVC8+ePWMDT2RkJNq3b8+mSiZPngxnZ2cEBwf/0CJTiuw5jBkzBg4ODoiKimKRmvfu3YOmpiZ8fX2RnJwMiUSCVq1aMQEOlB3n+F27dqFOnTrs+Tl37hxLU9K5c2eB6Pxf3LhxA4MGDYKpqSlMTU2xfv16LFq0CK1bt/6klTM/Px8NGjRgYrXodfHz84Oenh4SExPZb6tWrSo2tZcUWeGzY8cOeHp6wsHBAY8fP5YTzhMmTICmpiZWrFiB+fPnw9fXF3Z2doLI+K5du8LJyQm+vr6lXm60rJCfn49BgwbB0dHxk6KzqG/g2bNncfbsWcE07uTJk2FpaQlDQ0OYm5uzXL1JSUkYPHgw1NXVUa1aNdSrVw9OTk6CWZmSmiE4fPgwbG1tART2e7Vq1UL//v3Z71Ir/5s3bwT+xaXF4sWLBdPQK1asQEJCgmDZjBkzoKurK+d+APxzX9LT09G+fXt4eHgIfK0HDBgAJSUlZiHNycnB2rVroaGh8cVBjk+fPsXZs2fx559/sncnIiICpqamLA8vh/Oj8MsIzqlTp6J79+7spb19+zZcXV2hoKCA8PBwFk2YmZkJR0dHTJ48+YuPJVuFQbYCC1DYab1+/Rr9+vXD0aNHBb8NGTIEnp6eePr0KYDClEjbt2//pOP/j8rYsWOhra2No0ePyqUFkU6xW1tbw9LSUhCgUpY4evQos0jGxcVBQ0MDGzduxM6dO1GuXDl0796d+a59Dh8/fkRaWhr69OkDT09P6OrqQiQSYdiwYZ/c5tWrV2jZsiVq1qzJpkZlxYSrqytMTEyQnZ2NTZs2QVlZGQcOHPjXdshuHxUVhWHDhsm5kDx69Aj29vaCMnp3795FWFgYGjRoIJi6ffHixQ9flKAkmDJlChMd+fn5GDhwIBwcHD7L0imLWCzGhAkToKOjg+joaKSmpsLe3h5mZmasclN2djZu376N6OhonDhx4pulzUlISICPjw8ePHgAPT099O/fnx3r9OnTCAsL+2orakmxdu1adOvWjbXv1atX8Pf3h0gkQs+ePVkUOgA0a9YMQUFBcvuQbvvhwwesXLkSxsbGsLKyYrNZ0iTsSkpKcHNzQ4sWLQS5kr9W6CcnJyMwMBBaWlrFuuxwOGWdX0ZwZmdnsw738uXL7OXfunUrPD09Ubt2bbRp0wbHjh1Dnz59EBgY+FVO2bJVGGQHj7Vr16JChQosWbws69atQ+3ateHk5ARLS0uYmpqyNpe232JJkZycDHNzczbd+/r1a1y7dg2zZ89mQuXhw4eYPn06Zs2aVSbKdRY3+Kenp+PVq1d4/fo1XFxcMHv2bLZuvXr1UK1aNUydOvWLjpeUlISlS5eiTp06zFIqvf8ZGRnIzMxk/mFv375lgkOagkv2WXn8+DE2bNgAkUgkyAP4b5Zi2e1DQ0Ph5eUleBdevnyJmjVrChJRA4UW6nr16slF5hfd56/G5cuX4eDgAG9vb/aMf47oLI7z58/D0dGR+e8dOnQIlStXhqWlJTQ0NLB37162L1m+xczAgwcPoKqqWuyH0bBhw+Dp6VlsZbbSICcnh12DI0eOsOf58OHDGDBgAKpXrw5XV1ds3LgREyZMQPv27Vl1IFmuX78OdXV1DBo0CN26dYO+vj6srKywceNGts769esRERGBpUuXsgpKsuUqv4T8/HxcuXIFo0aNYkGBHM6Pxi8hOGUHy/3798PIyAgLFy5k/lBPnz7FuXPn4OjoCC8vLxgYGEAkEv1Pa9D/IjU1VdDR5+XlITk5GS1atICKigpLTyMrpqKiojBp0iRERkbK5Wn8GXj06BFq166NLVu24MqVK+jXrx/MzMxgbm4ucISX7ZxLU2zKPjtPnz6VS6b94MED1KlTh1nInz17ht69e2PLli3/2SJddECSPp/S5XFxcfD19UW9evXQpUsX5mogjbA1MzNjPpfSbVavXg0FBQX07dsXNWvWFAiD/yU68/LyMH/+fDRo0ADdunVj9yE1NRWOjo4IDw9Hbm6uoN1+fn68elAxHDx4ED4+PvDy8voq0fn333+zWZOjR4+iWrVqLCG5jY0NLCwsEB0d/d3emdjYWFSsWBHh4eG4ffs2rl+/jtDQUGhoaJSZ9FeyMySnT5+GkZERhg0bxtLZZWZm4tGjR2jXrh28vb2ZiJZ1iZJIJMjOzoaXl5cgB+3Lly/h6+sLW1tbuSpo3/pcOJwfjV9CcEr5+++/kZOTg+7du8PFxQULFy4UCIqCggLExsZiyJAhqF+//ld32seOHcPvv/8OsViM/v37M2vn33//DUdHR5iYmDBH8k91JD/yNGRxguv169fo2rUrzMzMUK5cOQwePBh79uxBdnY2XFxcvtgqWNLMmDFD8PfYsWNhbGyMevXqoX379oIocUtLS4wcORIxMTHw8fGBh4dHiSRkLprHsnz58pgzZw7i4uIwePBgiEQi5i+Wnp4OZ2dn1KhRgyXSX7BgAUQiEQ4ePAigMGBFW1v7s0UnUCh616xZgyZNmqBLly7seVy5ciVEIhGWLVvGhNKHDx/g4OBQbH34XxXZe3jw4EF4e3t/tuj81AfL8+fPIZFI0LZtW4wYMYJVR/P390flypU/K7l4SVFQUIANGzZAXV0denp6MDMzg7W1tSCdW2ki27+fPn0aEokEEyZMgIuLC0JCQgSBTAUFBUhKSsL48ePRuHHjYvveZs2aITQ0lK0PFN6POnXqwMrKSjA1z+FwhPzUgnPnzp2scwgJCYGLiwuAwtJkPXr0gJOTExYvXlys2PsavzOJRILMzEx4eHigadOm8PPzg7q6uiAx/I0bN2BnZwdzc3M27fQji8uiyA6W8fHxWLFiBbZu3YpHjx4hJycHf/zxh6DUYX5+Pho2bCjn81oaJCcnQyQSoU2bNgAKo7Z1dHSwadMmLF68GEZGRnB2dmb3bdGiRbCwsECdOnXg6uoqlxT9a/nw4QPatWvHErinpaVBV1cXQ4YMEayXnp4Od3d3JjhPnDghSJHz7t07rFq16rNEp+z9O3ToEIYOHYry5cujd+/e7PxmzJgBRUVFtGnTBoGBgWjWrBksLCx+quf4ayjuoyMuLq5Y0Tlo0CA0bNgQ48aNw8ePHwXX/88//8SlS5cE+VPfvXsHOzs7VgZVLBaje/fuePjwYan4ej958gQnT57E1atXkZaW9t2PXxy7du1C165dART2/7Vr18bHjx+RnZ2NiRMnomHDhhgxYkSx1dukyLo05eTkoHXr1ujUqRMAYXqw0NBQVK5cGW5ubqysK4fDEfLTCk6xWMx811xcXKCmpiYQfLKic8mSJcXm1vxawfD69WuYmJhAJBJh5syZcr/fuHED9vb2qF+/PtLT07/qWGWVsLAwGBoaonHjxvD29kb16tUF5fSys7ORkpICHx8f2NralgmxIpFIcPz4cejo6KB9+/bYvHmzIKH/zZs3YWpqCgcHBxb09ODBAzx69EiQY7SkyMrKgpWVFQ4ePIjU1FTo6uqiX79+7Pft27czX7HixIbsc5yRkfHZohMARowYAVtbWwQFBcHW1hbVqlVDly5d2PsSExODoUOHol27dhg1alSZ8LktC8jeh/T0dBYICACJiYkswb6s6OzcuTP69OlTbG10TU1NuLu7C55DHx8fGBoaYvz48XBxcYGlpSW7jz9LgOGXIL0GJ06cgKKiImxsbKCuri5IIyQrOkeOHMlEp6zALK7///PPP6GgoCAoGQsUzoBMnz6dB/NwOP/CTyc4O3TowBKsA0DTpk0hEokEfjfSwfL9+/fo2bMnXFxcMGPGjBIfJN++fQsfHx+4urrCw8OD5SkE/hEBN2/ehJ6eHrp161aixy4LbN68GTVq1GD1s5csWQKRSMSsbmKxGCtXroSvry+aNGlSrOgvTY4fPw49PT2IRCK5QJhbt27BzMwMTk5Och8LJTXYp6Sk4OXLl8jPz0enTp0wdepUGBkZoV+/fuz5efnyJYKCgrBx48bPPq5UdFatWhUhISGfXO/IkSOoWrUqi7YXi8WYN28erK2t0bVrV3a/is4Q/OpiU1aoTJ06FQ0bNoSRkREaNWrE3BsOHToEb29veHt7s6ToBQUF7NmXSCRISkqCra0tLl++jAMHDiA4OBimpqbMd1csFqN169Zo3rw52rVrx1NPAWjZsqUglZivry9EIhH8/f3ZMun9yc7OxqRJk9CoUSP06dPns4NEV69eDUVFRfTq1Qtz5szBb7/9hnLlyuHixYslei4czs/GTyU4P3z4gF69egmSWv/222+YOHEiypUrh/DwcLZcus779+8REBAgZ1koSZ4/fw4fHx+4ubkJRKe0HY8fPy4zIutrKJq+KSIigpWK2717NypVqsQCHN6/f4+0tDQ8efIEu3fv/mapW/4LRe9/fn4+jh8/jtq1awtKBkrXS0lJQZUqVQS5B0uKe/fuwcTEBH/++ScAYN68eRCJRHB3dxc835GRkahbt64gAfjnkJGRgdWrV0MkEmHhwoXFrrNt2zbo6OgIpkgzMzMxbtw4VKhQAf369ZMbpH/laPSiTJo0CdWrV0d0dDRevHiBevXqwcrKipW5jY+Ph6+vL+zt7XH58mVByVOxWIwLFy6gV69e7Jrevn0bISEhMDExEdT3li0O8KuL/eHDhwvejw0bNmDlypVQU1NDjx49mI+s9DplZ2cjPDwcvXv3/k/P7tGjR9GkSRPY2NjAzs4OO3fuLNkT4XB+Qn4qwSnLkiVLBFMo69evh7KyskB0AoXlKwsKCoqtpFKSSBPCe3h4YMOGDSgoKEDTpk0FVWJ+ZNEpa1WRTk9FRkZiwoQJiIuLQ6VKlZhDvUQiwe+//46ZM2cKBsiyUhu9oKBA0K7jx4+jatWqxVpJHj169M3a3aRJE4HQHTt2LJSVlTF06FCEhIQgKCgI6urqXzyN9/btW8TGxsolA5etkW1qaorDhw8Ltnv06BF0dXWhrq6OcePGfdGxf3aeP3+Ohg0bslylR48ehZqaGlatWiVYb/fu3Rg5cqTg+Zs2bRrc3d3RsmVLtG7dWrC+VHSam5szn14pv7LYL2rVnT17NmJjY9k1OXr0KCpVqoQePXoIAoWkuZC/JNfxhw8fkJuby2Y4vjb1EYfzs/PTCE7ZFz03Nxfm5uYwMDDAjRs3ABR+0W7YsAEqKioICQnBw4cP4evri9atW3+3xOr3799HQEAAzMzMYGxsDEtLy6/K9VlWiI+PZ24M4eHhCA4OBgAsXboUWlpaqFixoiB68927d/D09JQryVhayD47M2fORLt27eDo6IjVq1fj5s2bAP4RndJAoqKUpOiUWmj++OMP2NvbY//+/ey3JUuWoEOHDnB1dcXQoUMFJU+/FLFYLBDY0v+/fPkS9vb2aNWqlSD33+3bt9G2bVtER0f/0tO3shQVGvfv30e9evVQUFCA+Ph4wQfXhw8fsGrVKmaZlLVszps3D1paWggJCYG3tzdEIhELDJJy584dBAUFoXPnzlzg/D/S6yD919XVFerq6jh48CDrY48dOwZ1dXV06tQJp06dgq+vL5ycnOS2/dJjczicf+enEJyyg540cjgzMxPNmjVD7dq12aCcn5+P6OholC9fHqamprCxsfnuec1SU1Oxb98+rF279qcIsMjOzkb9+vVRt25d9OrVSy4av2fPnlBRUUFCQgLu3LmDlJQUeHl5wd7evkyct+yzM3nyZFSpUgVhYWHo0qUL6tSpg4CAAOaDKg0katKkyTdpS9Fp8ZcvX6Jhw4ZMwEuR5r4sacvqnDlz0LFjR7Rr1475bd66dQu6urrw9PTEnDlzkJCQgBYtWqBt27bs2v3IlvmSQPYZktbQlkgksLe3R6dOnaCurs5cSYBCwd64cWPmzynlwoULWL58OVuempqKiRMnQk1NTc7t4cmTJ998VuZHQfb6y5bQDAgIgLa2Ng4cOMBE59mzZ6GtrQ1LS0s4OjqWeEYJDofzaX54wSnb2cyfPx+RkZHMGvPu3Tu4urrC2NhYYKF5/Pgxjh079k0iiv8rP8tgXaVKFaiqqmLfvn0A/rmmeXl5aN26NfT09KCmpoaGDRuicePGZS5A6MmTJxgwYIAggj42Nhaenp7o2rUrXr58CbFYjEOHDqFVq1Ylbtm7efMmLCws4ObmhvPnz7Nazvv374e6ujoSEhJK9HiAvNiuWrUq+vbtCzc3NygoKDB/4zt37qBTp04wNTVFvXr10LRpUx6g8v8U7X+GDh3KqkPNnz8fNWrUQIcOHdg62dnZ8PX1haenp+DZv3DhAkQiESpUqIDY2Fi2/MWLF5g8eTIqV65cbAUnfv3/Of+ZM2eiT58+7AMRANq2bQstLS3s37+fzRy8efMGSUlJZaL/53B+JX54wSklLCwM2tra2Lp1q6B+b2ZmJlxcXASWTlnKiuD5USkoKEBqaip0dHRgYmKC+vXrF1ti8cyZM9i/fz8uXbpU6h39ypUrBWlqduzYAZFIBB0dHUEdcKAw7Y+mpqagRJ2Ukhzsnz9/jsTERDRr1gw2NjZo2rQpDh8+jAcPHqBHjx4YO3YsCyYpaZ4+fYrJkyez6F5pIIWSkhKrnvLx40e8e/cO9+/f57XRi2H06NGoWrUqtmzZgvv37wMo/LDt378/jI2N0bZtWwQHB8PV1RX169dn4kf2XVi+fDkqVaqEyMhIwb5fvHiBqVOnQiQSYceOHd/3xH4QpP1/TEyMXB7M1q1bM0unrP8mwAU7h/M9+SkE5++//w5dXV25PGt37txh/2/SpAkqVarEBgPOlyPbScsmt87JyYGdnR0sLCyY6JRSVjr6q1evQiQSYdCgQXj+/DmAwsG+d+/eEIlEWL16tZzzf926deXy7n0t0v0/ffoUL168EFyf3bt3Y+DAgahYsSL69u0LMzMz6OrqMqtnSbJ3716IRCIYGRkxUQ0UWqbDw8OhrKwsSB4vhQ/U/5CQkABDQ0NW9UmWR48eYevWrfDw8GAfDtLp3fz8fGzfvh2JiYnIyclBbm4uFi9eDAUFBcyePVuwn2fPnmH9+vVc5BfD7t27YWBgIAie+/DhA86dO8f+9vf3h0gkEhSb4HA435efQnDOmTOHRfPevn0bixYtgomJCerUqYNRo0YBKEwDExwczC2aX4msEIuJicGsWbNw+PBhVqIzPT0ddnZ2sLKyQnJyMrKystCpUyeWHaA0faWkxz506BCUlZUxYMAAVhs9Ly8PnTp1QpUqVZCYmMgE1evXr1G3bl2sWbOmxNuza9cuWFhYQFdXF927d8fevXsFv8fHxyM0NBQGBgYQiUT/OfXR55CamopBgwZBUVGRTeXKWt3GjBkDkUgkcDXgCFm9ejWsrKxYEQDg04Jc9gMtPDwcOjo62LhxI0s99fHjRyxcuBAikUhOdErholPImjVrYGtrC6DQ53jGjBmoU6cONDU10blzZ7ZeREQE7/85nFLkhxOcxaVvWbx4MSwtLdG1a1dYWFigS5cuGD9+PBYsWABtbW2B/ybAp9G/FNlrHxERATU1NdjZ2UFRURHBwcHMd+3169dwcHCAhoYGrKysYGJi8t2Dsz6FVAgcOnQICgoKAtFZUFCAdu3aQU1NDYMHD8a8efPQqlUrWFpalvggn5KSgho1amDRokVYsGAB2rRpA0dHRzlrYl5eHl68eFEiYvNTIujdu3fo2rUrVFVVWbCQ9F7n5eVhxYoVXOQUg/QaSUubSgWnbNTzzp07i60rPnv2bNSoUQPnzp0T3Bfp/+fPnw9lZWWMHz/+W5/GD0VxH6x79+6FmZkZWrRoASMjIwQGBmLu3LmIjY2FgoICS6wvhT/LHE7p8EMJTtmOOTc3l3XwmZmZmD59Otq0aYM1a9awWtJnzpyBo6MjHj16VCrt/ZmQFemXL1+Gl5cXc87fuXMnTE1N0bt3b8G01oIFCwRipax09NLnKD4+vljRGRgYCJFIhC5dumDp0qUl3v6kpCRMmjRJkBP28uXL6NGjBxo0aIDo6Gi2vKSOKfvubNiwAeHh4RgyZAjLE/nx40d069YNFStWlBOdJd2Wn42kpCSIRCI5t4v379/D399fkBIMKEx75efnh6lTpwIAHj58iAMHDiAgIADBwcHMFWjatGlo3Lgxj6D+f2Sf4Xfv3uHly5cACseCrVu3ok+fPvj999+ZD//Nmzfh4OBQIqnDOBzO1/PDCE7ZzmbGjBnw8fFBrVq1MHz4cDm/HIlEgg8fPsDPzw9eXl7c3+wrKBodvWzZMnTu3BkdO3YUWC2lorNPnz64dOmS3H7KSlL3ohw8eFBOdObm5qJ79+6oXr06C6Qpqfanp6ejVatW0NLSQmBgoOA3qeh0cnLCxo0bS+R4RQkLC0P16tUxcuRIdOjQAcbGxhg5ciQA4NWrVwgMDIS6urpc8NSvzMGDB5GZmVnsb9Jna/HixVBSUkJoaCiOHj2KkydPwtPTE1ZWVgKhLpFIkJWVhZYtWyIoKAjLly+Hn58fPDw84OXlBVdXV1amMicn56tzRP4syJ7/5MmT4erqiipVqqBr166CDzSg8F19+/Yt/Pz80LRpU97/czhlhB9GcEoZO3YstLS0MHPmTEydOhXW1tZwd3dn0bTZ2dlYt24dvLy8BHk2eafz3wkNDUXfvn0Fnf2sWbOgoqKC2rVrywUGxcTEwNLSEgEBAbh9+/b3bm6xyN73rVu3Ys6cOZg0aRKePXvGgjcOHDgABQUFDBw4kAUSFRQUoH379qhRowaOHTv21e2QvYbx8fHw9PSErq6unG/klStX0LZtW7i5uX1S5Hwp8fHxguCgHTt2oHz58ti0aRNb5927d2jZsiWaN29eosf+UYmOjoZIJMKyZctYWcTiEIvF2LFjB3R1dVGzZk1YWFjAw8ODRaMX/WBZt24dGjVqBG1tbUyePJnNFowZMwadOnUSrPuri01ZJk6cCE1NTaxZswbLly+Hv78/7OzsWNWl3NxcrF+/Hi1atICdnR3v/zmcMsQPJThTUlJgZmaG+Ph4tiw5ORldu3aFh4cHbt68iQ8fPmDSpEkYMWJEmZvK/dF4+vQp67Blk7mvW7cO1apVQ2hoKKsLLWXz5s3o2rVrmevgw8PDUa1aNbRu3RrGxsZwdHTErl27WHT4wYMHUa5cOXTq1ImVqsvPz4enpydq164tF2X/uXwqhdCxY8fg7e0NT09PVl5PSlJSkiCBdUmxbt06uLq6Aii0SKupqbHp3vfv3zNrbkZGRpm7f6XJpEmToKysjKVLl/6r6AQKUxilpKTg5s2bgv7n0KFDiI6OFvjoPnnyRO4+e3t7o1+/fiV/Ej8BT58+hYODgyA11MOHDxEZGYkGDRrg2LFj+PjxI5YvX45Jkybx/p/DKWP8UILz8ePH0NXVRVxcHIB/BvMbN25AS0sLGzZsAADBVC8PEPp6oqOjYWtri6ioKLZs8eLF0NXVRUREhJzolFJWRMuSJUugr6/PgjcOHjwIkUgEe3t77Nixg9V+37VrFxo3bixod35+viCv639B+nwmJCSgW7duaN++PYKDg/Hu3TsAhaLTx8cHLVq0+C5T2Bs3bkS3bt1w8OBBQalFANizZw/CwsJYtDRQdu5faSF7/hMnToSiouK/is7iAhrFYjEiIiJgbGwMMzMzWFtbo0mTJszyCRRalY8dO4aWLVsKAtS4ZVNIeno69PX15erRP3nyBGZmZpg5cyYAocDk/T+HU3ZQoDIKAMG/RERisZgUFRUpJSWFiIgkEgkBIDMzM6pfvz7duHGDiIiUlZXZtoqKit+55T8f9vb2VK1aNfr9999p8+bNREQ0dOhQCg8Pp99//51Wr15N9+/fl9tOQaH0H68PHz5QWloajR07lmxtbWnXrl3UtWtXWrRoEVWoUIEiIyNp3759lJWVRQEBAXTy5ElSUFAgiURCRERKSkqkp6f3RccWiUS0d+9eatWqFVWsWJHU1NQoMTGR7Ozs6Pz58+Tm5kbDhg2jihUr0ujRo+nkyZMleepyODo60s6dO8nX15eWLFlCAwcOJCKijx8/0sqVK+nNmzekpaXF1i8L9680kX0OJk2aROPGjaPhw4dTVFQUZWVlya0vEonk/j9//nyKioqibdu20Y0bN6h379506tQpcnV1pczMTCIiSk5OppkzZ1KFChXoypUrpKSkRGKxWLC/X43i+n+JREL6+vp048YNysnJYb/p6emRhYUF3bp1iwCQkpIS24b3/xxOGaL0tO6nkbUsvH79GgUFBeyrdc6cOVBUVMTOnTvZOllZWbCxscGCBQu+d1N/Ge7fvw9fX1+4ubkJfP6WLFkCRUVFuUjcssTFixfx8uVL3Lx5EyYmJqwu9ZkzZ1CuXDnUrVsXiYmJAErWqvTmzRs0aNAA06ZNY8tyc3PRvHlzGBsbM0vZvn370KlTp++STWHnzp2oUKECRo8ejePHj+PYsWPw8PAQBLf86pa1f7Psjh8//pOWznXr1uHmzZvs70ePHqFr164sE4C0TOm4ceNQr149ODs7Mz/dGzdulHoFrrKC7PVPTU1FRkYGm7XasmULRCIR5s6dy7KUZGVlwdHREZMmTSqV9nI4nM+jTApOKVOmTIGDgwOcnJwQEBDAAjrCw8MhEokQFBSEoUOHonnz5t8kVyJHiKzolAZpAYUi5keYuoqOjkaDBg1Y6bv9+/ejd+/eGDFixDdp/6tXr1CnTh2WUF06aGZnZ8PY2BijR49m62ZlZZX48YujoKAAW7duha6uLnR1dWFvbw8/P78yV9u+tJAVOwcPHsTvv/+OnTt3CsRlcaLzxIkTUFRUxPDhw1laI6Dw3UhNTcXFixdhYGDAPsx+++03iEQiGBoaCu79r+7GIMv48eNhamoKc3NzODs748KFCwAKS9MqKirC19cXHTt2RLNmzWBhYcH7fw6njFOm5swgM32yYsUKmjt3LnXv3p1atGhBz58/J1tbW/rrr79o5syZFBUVRRkZGXT//n2qU6eOYCqK820wMjKiJUuWUMWKFWnjxo20atUqIiJq3749KSoqlvlrn56eTm/evKEnT57Qy5cvadWqVaSvr0/z588vkfZLn9/s7GwiIqpatSopKSnRoUOHiKjQ1SM/P5/Kly9PVlZW9O7dO7atqqrqVx37c1FUVKQuXbrQ1atX6fjx47R7927au3cvKSsrU0FBwS89BQmAuRFERkZS7969aenSpdSzZ0/q168fnTp1ioiIpkyZQmPHjqWRI0fS0qVLKScnh5o2bUpRUVG0e/duWrJkCXP7ad++Peno6NCff/5Jtra21L17dyIiqlGjBvXo0YM8PT1JRUWFteFXdmOQui8QEW3evJmWLl1K4eHhNHz4cNLW1iZ3d3fatWsXDRgwgPbt20empqakoKBAjo6O9Ndff5GSkhIVFBSU4hlwOJx/pZQFb7EcO3YMgwcPFkR0vnnzBv7+/qhZsyabhpJ1vAf4VNT34v79+3BycsLQoUNLuyn/iczMTJibm0NHRwd6enqCtFlfi3QaOjExESNHjmTWmCVLlsDKygrz588XrB8QEIChQ4fK1W0vLX51y5rs+c+dOxd6enrsHq5YsQIikQj+/v74888/2XrDhw9HkyZNBNtu3rwZurq6GDZsmCA12KBBg2BkZASg0Jrdpk0bTJ8+nf3+q1uWZYmNjcX48eOxbt06wfL+/fujUqVKuH//PgBemIDD+dEoc4LzyJEjqF+/PrS1tXHgwAEA/wwGT58+hZmZGcu5VjShMuf7kZqa+kOJFOmAnpmZie3bt2PHjh1sWUkNVLt27UKFChUwdepUXLx4EUBhBG1ISAgsLCzQq1cvrF27FgMGDICamhpu3LhRIsflfDnDhg0TROanpaWhX79+LCNDTEwMNDQ0MGbMGOjo6KBFixaCUonF+V1u3LiRiU5prtqkpCTUrFkTurq6sLCw4FPAn+Dy5cswNTVF+fLlmeCU5ssFAAcHBwwePBgAF+kczo9GmROcr1+/RlhYGKpUqYLOnTsLKm3k5OTA2dlZUBKQU7r8iKLzfy37ElJSUmBkZITly5fL/fb06VOsWbMGNjY2sLOzQ/PmzVndeU7pceTIEQQFBQmEX1ZWFo4ePYrXr1/j6tWrMDIyYkFm69evh4qKCtzd3XH58mWIxWJmoZam1pKyfv16Jjrv3bsHoDBn8MSJEzF37lx2TC6ahLx//x7Lli2DkZERXF1dBYJeLBajbdu2PE8ph/ODovS/J92/H2KxmDQ1NWncuHGkrKxMe/fupYiICJo1axaJRCJSUlKi3NxclvaIU/r8SD5nxfknlpTP4uPHj0lZWZl8fHzYMolEQgoKCqSrq0t9+/alvn37UlZWFikoKFCFChVK5LicL6d58+bUtGlTUlJSoi1btlCzZs1IV1eXnJ2dqUKFChQVFUXGxsbUq1cvIiLKy8sjb29vqlSpEllbW7Nnf968eXTixAkqX748WVhY0IQJEygoKIiIiMaPH09ERMOHDycLCwuysLBgx5emeeMUIhaLqVKlStSrVy8qV64czZ49mzp37kw7duxgqY6ePXv2xWnKOBxO6VKmBKe0A1dVVaVx48aRWCym6OhoOn36NFlZWdGrV6/o/fv3NHHixFJuKac0kQq5//rbt+TDhw/08ePHYttx4sQJqlixIjk4OFDFihW/e9s4Qrp160aOjo40fPhwUlJSor///ptmz55Na9eupW3btlGNGjVIIpFQWloaZWVlUXp6OpUvX54OHjxIbdq0oV69epFIJCKJREJz5syhadOm0eDBg+nevXu0Y8cOiouLo/Pnz1NQUBCJRCKaOHEiZWRk0JQpU8jAwIC1g4tNIdL3JT8/n/r27UsSiYSmT59OpqamZG5uTuXLl6e3b9/S/PnzS7mlHA7nSyhV85RsVCIAEolEFBsbyzr0yMhI6tatG929e5eSkpKobdu2dPv2bR6N+AsjK+SioqJo0qRJFBwcTMePH6fs7Gz22/eOmLe2tqb09HRavXo1EQktv3v37qX9+/dTfn7+d20TR543b95Q5cqVaeLEibRhwwYiIjI3N6eIiAhSUFCgwMBAev78OSkoKJCfnx/duHGDWrduTebm5nT//n3q3r07iUQiAkBXrlyha9eu0Y4dO2jmzJm0c+dO2rBhAxUUFFCzZs2IiKhXr140ZswYevfuHbfMySB9PyGT4F0kEtGePXsoICCA0tLSKDAwkMaNG0dKSkp069YtCgoK4v0/h/Mj873n8NevX482bdow3yVZH8Dt27dDVVVVULosIyMDYWFhaN68OcaNG8eW/0i+g5ySJywsDNWqVcPw4cPh7e0NU1NTREZGyvnEbdq06YtLU/5X1q1bB2VlZYSFheH69eu4ceMGRo8eDQ0NDUFCcE7p8uzZM0RGRkJNTQ2rV68GUOgjHh0dDVdXVzRv3hxPnz4FAJw7dw7z58/HggULBLW5o6OjYWdnh9q1a+PatWts3wUFBUhMTISpqSn27t0rd+xfvd/at28fe2fj4+MB/HNNoqOjoaamJuj/s7KysHz5cjg5OSEwMJAt576vHM6Px3cTnGKxGFlZWdDT04NIJIK3tzcLCCooKMCLFy9Qs2ZNLFq0SLANUJgSKSwsDM7OzhgxYgSPSP/F2bdvHwwNDXH58mUAQFxcHJSUlLBjxw7BesnJyRCJRFi6dOl3aZdYLMaOHTtQpUoV6OnpoU6dOjAxMWE13Dmli2y/8fTpU0RERHxSdLZo0YKJTlmkQufOnTvw9fWFkpISpk6dKlgnPT0denp63+25+1FYt24dqlSpgh49esDb2xtKSkrs3cjIyICenh4L0AL+uV8fPnzAihUr4ODggDZt2vD+n8P5QfmughMAunTpgrlz56J+/fpwc3MT5NKUTU9SdLu3b98iODgYLVq0wKtXr75PozllgqIDzJo1a+Dh4QGg0Cqirq7OosM/fPiAixcvMmGwZMkSNG/eHG/fvv1u7X327BnOnDmDs2fP4sWLF9/tuJxPU5xl8enTpwgPD0elSpUEVrXt27fD3d0d1tbWSE9P/+Q+nzx5gtatW6Nhw4bYsGEDW56VlQVLS8tiMxb8qly4cAE1a9bEvn37ABTej8aNG+Po0aPs3kjzK8siffezsrIwf/58NG3aFM+ePft+DedwOCXGdwsakvq0ValShd6/f0/r1q2jtm3bkr+/P+3bt48mTZpEgYGBpK2tLbedRCIhDQ0N+u233yg3N5eqVq36vZrNKQOIRCIiIsrKyqKKFSvShw8fSFNTk06dOkV9+/alWbNm0aBBg4iIKC4ujpKTk8nY2Jg0NTXJ1dWVNDU1SUND47u1t2bNmlSzZs3vdjzOvyPr93v79m168+YNmZiYUI0aNWj8+PEEgEJDQ4mIqH///tSxY0fKzs6mS5cuUZUqVT65Xz09PVq0aBENGTKEZsyYQX/++SdZWFjQyZMnKS8vj/r16/ddzu9HIDU1lfT09Khx48ZEVNivZ2dn05o1ayg8PJw6d+5M7dq1IzU1NcF2Un9ZVVVVGjhwIAUFBX3Xd5nD4ZQg30vZSr9i586di2HDhgEAbt68CQMDA5QrVw7u7u7Iz8//5HQJn0b5tZkxYwYiIyMBFOa8rFixIkQiEbZv387W+fjxI1q2bIl+/foV+7zwZ+jXQ/aejxkzBubm5qhevTocHR0RHByMtLQ0pKWlITIyEurq6lizZo3cPv6Xv+DDhw/h7+8PBQUFtGzZEnPnzv3sbX8Vtm/fDpFIhCNHjuDx48do27YtatWqhSlTpiAiIgKqqqqYNGkSgOLfU/7ucjg/Pt/Mwon/jzqUIv1/48aNWVojIyMjUlZWJiUlJcrPz2e51opuK7s959ekYsWKNH/+fAoMDCQzMzNatmwZDR8+nC5cuED16tWjt2/f0qxZs+j58+cUFxfH0tbIRovzZ+jXQ3rP586dS2vXrqWtW7dS8+bNqVu3brRjxw7q3r07OTs709ChQ4mo0MJZrVo1at26NdvH/0pfVKtWLVqyZAmJxWJSUlIiHR0d9tuPlKe2JCnah3fo0IEOHjxI3t7e5OrqSteuXaMLFy6QkZERERFVrVqVJk6cSP379xdcPyn83eVwfny+WW8oEokoJyeH3rx5w/6WkpmZSS9evKDGjRuTrq4u7d69m1JTU8nKyookEgnvXH5x8P+pUmTx8vIic3Nz+uOPP4iIqGXLlrRo0SLaunUr+fr60siRI0lZWZkuXbpESkpKJBaLf9nBnvMPACg7O5uOHz9OkydPpubNm9OhQ4coLi6Opk+fTs7OzpSXl0fVqlWjYcOG0fLlywXJ+z8XfX19WrRoEeXn59P69etp/fr1RPTrCqXi+v+oqChKSUmhgQMHUqNGjcjIyIhycnKIiEhXV5csLCxIRUWlNJvN4XC+ISIUN7p/JcePH6cjR47Q7t27SUlJiRo3bkzdunVj/juenp507tw5srW1pT179jB/vIULF9L27dt5QmQOERHl5ORQ+fLl2d/Dhg2juLg4un37NpUrV46IiN6+fUtPnz4ldXV1MjAwIJFIRAUFBcxazuHk5+eTt7c3LVq0iFJTU6ldu3Y0d+5cGjBgAOXm5tKmTZvIzMyM9U9E9MXP0MOHDykwMJA0NTVp8+bNpK6uXpKn8kNQtP93cXGhrl27kqurKxERbdq0icaNG0d3796lcuXKUX5+PgUEBJCKigrt3LnzlxXpHM7PTokLzqioKJoyZQq5ubmRqqoqqaqq0rJly8jAwIDCwsIoKCiIBg8eTK9evaKlS5dS9erV5fbBS779egwcOJDCwsKodu3aRES0atUqunr1Kg0cOJBsbGyIiCg7O5ucnJyoQ4cONH78+GKrCpVWpSFO2eBT99/Dw4NevnxJjx8/pvnz51Pv3r2JqLBUYmBgIAUGBrJylF/Lo0ePSEFBgfT19Utkfz8S/9b/h4aGUu/evenp06fUsWNHevnyJTVr1oxSUlIoOzubzp8/T8rKyvwd5nB+VkrSIXTVqlVQUVHB1q1b8f79e7b87t27qF+/PurUqYPjx48DKD4FBufX5N27d/D09EReXh5bNmHCBPj4+KBcuXIICwtDXFwcAGDkyJHw9/dHbm5uaTWXU0aRDdC5du0aHj58iJcvXwIozMlqZmYGOzs7AEBOTg7evn0LHx8fNGnShAf3lAD/q/83MTHBgQMHAACnT59GcHAwOnbsiDFjxgiS6nM4nJ+TEhOcmzdvhkgkwq5duwD80/lLRcS9e/ego6MDX1/fkjok5yegaH7EtWvXIiUlhf29ZcsWeHt7w9DQEP369cO6desgEokQFRX1vZvKKaNMnTqVfcgCwOjRo2FkZAQtLS106dIFCQkJAICtW7dCQ0MDFhYWcHFxQaNGjWBjY8P6KC46v5wv7f9l339+/Tmcn5sScXQrKCigVatWkZ6eHlWtWpVNiQMgZWVlEovFZGxsTDNnzqQBAwZQcnIyWVpalsShOT8wKOLNkZubSyEhIWRqakpRUVFkbm5OXbt2pWbNmtHDhw9p+PDhdPfuXSIi+uOPP6hnz56l0WxOGeLSpUsUGxtLZ8+epUqVKlFOTg5t376d1q1bR7dv36bExETmftGlSxdq3LgxrVixgipUqEA6OjoUFBREioqK3O/3K/iv/f/169epfv36RCSM4uduVBzOz02J+XCmpaVRu3btSCwW05gxY6hly5akoKAgSI+RmJhIPj4+dP78ebKzsyuJw3J+YB48eMDSokRHR5OPjw/l5eWRo6Mj6ejo0MqVK8nS0pI9PwUFBXTkyBG6fPkyhYeHc4HAISKi/fv307Jly6h8+fJkaGhIurq6LJH72bNnafHixXTv3j0aN26cIN2RFO4z/vXw/p/D4fwvvsozOykpifbu3UsnTpygqlWr0p49e0gkEtGMGTPo0KFDLMWRWCwmokJn+iZNmrDAEM6vy6VLl8jd3Z1iY2MpLCyMBgwYQOnp6aStrU0XLlygJ0+e0KBBg+jvv/9m2ygpKZG3tzeNHTuWlJSUqKCgoBTPgFPa5OfnExFRq1ataNSoUfTx40favHkzZWRksHWcnZ1p2LBhVKdOHZo5cyZt375dbj9cbH4ZvP/ncDj/hS8WnFu2bKFevXrR+vXrKSEhgSQSCWlpadHevXuJiOi3336j+Ph4KigoIEVFRcrMzKTdu3eThYUFVa5cucROgPNjoqqqSn5+ftSvXz9au3YtXb9+nYyNjSknJ4e0tbXpypUr9PjxYznRKQu3cP66vH79mpSVlYmIaOPGjeTk5ESjRo0iU1NT2rlzJ50+fZqtKxWd6urqdOTIkdJq8k8F7/85HM5/5kscPzdu3IgKFSpg27ZtePv2LVsujTBMT09nTvmHDx9GQUEB/Pz8YGtry9bhpcp+PTp27Ijg4GD296xZsyASiWBoaIiYmBi2PCcnBwCQlpYGQ0ND1K1bF/fv3//u7eWUTU6cOAEtLS08fPgQISEh0NbWxuPHjwEA8fHx8PT0hI+PD86cOSPYLjk5WS5IjfPf4f0/h8P5Ev6zD+fff/9NnTp1opCQEOrbt6+scGXTJ4qKivT69Wvy9/cnRUVFevv2LeXm5lJycjJzIufTWL8W+fn5dPr0aXJxcWGWqbt379Ldu3cpPj6eDh8+TOPGjaPu3bsT0T9+denp6TRw4EBeEIDDyMvLozZt2tDFixcpNzeXzpw5IwhC3L9/Py1dupQUFBRowoQJ5OTkJNie53n8cnj/z+FwvpT/3Os+e/aMsrOzydXVVRBlLHUMl3bkWlpatGfPHnrz5g0pKSmxzkY6xcL5tVBWVqZmzZqRsrIyLV26lFxdXalOnTrk7e1NQUFB5O7uTtOmTaMtW7YQUaFf3cKFC0lBQYFiYmJIUVGR+YJxfm3KlStHdnZ29Pr1a6pYsSL7gJH2R61ataIhQ4aQSCSiYcOGUXJysmB7Lja/HN7/czicL+U/O8FdvnyZ3r9/T/Xq1SMiEkQhEhV2PDdv3qQXL16Qm5sbnT17llRVVUlBQYGnHvlFkbUoSSQSqlGjBj1+/Jh8fX3pwIEDZGNjQwMGDCCRSETjx4+nmzdv0tWrVyklJYWGDh3K9sMHql+Xov3MwIEDKSAggCZMmEDNmzenvXv3kr29PbOetWrVipSUlCg+Pp7Mzc1LseU/F7z/53A4X8p//tSvU6cOZWVlUUJCAhFRsXVvN23aRNu2baOCggKqVKkSKSgokEQi4Z3NL4is2Lx16xYVFBRQ27ZtaenSpXTnzh3y9vYmIiJra2saPHgw9ezZk+Lj40lFRYVu3rxJioqKJJFISvMUOKWMNNqZiOj9+/f08uVL0tPTIzs7O9q9ezeZm5uTv78/JSUlsY+SWbNmUePGjWnRokWs/+F8Pbz/53A4X8p/Fpz29vZUrlw5Wr16NT1+/Jgtl06vZGZm0p07d6h+/fqCDoZPY/16yIrNCRMmUJ8+fejkyZOkqKhIHh4eNHfuXLp37x4Tnebm5jR27Fg6deoU7dq1i03B8Wfn1wUAu/9Tp04lf39/srCwoL59+9KWLVuoXLlydPDgQbKwsCBPT09avnw5ubu706ZNm6hChQpsP/wZKhl4/8/hcL6UL0r8Hh0dTb169aJ27dpRaGgo2draEhFRamoq9e3blzIzM+nEiRP8i5ZDRERjxoyhDRs20MqVK8nFxYW0tbWJqDCR+6FDhygkJIRMTEzowIEDgu14cMevS9Gp2okTJ9LSpUtp+vTp9PHjRzp69Cg9f/6cAgMDKSQkhIiIunXrRvfv32f+g8rKyvwZ+gbw/p/D4XwJXyQ4xWIxbdiwgYKDg6l69epkaWlJEomEMjIySCKR0OnTp3k0IoeIiK5evUrt2rWjtWvXkru7O2VlZdGrV6/o4sWLZGJiQtbW1nTw4EHq3Lkz9e/fn+bOnVvaTeaUMtJ+Q/rv48ePKSAggMaOHUtt27YlIqJ79+7RqlWr6Pjx4zRnzhxq1qwZERG9fPmSqlWrRiKRiPsMfiN4/8/hcL6EL/r0V1RUpL59+9KFCxeobdu2JJFISF9fnwIDA+ns2bM8GpHDyM/PpwoVKpCWlhadOXOGxo4dSz4+PhQSEsKm2D09PengwYM0a9as0m4up5QJCwsjX19fQf9Rvnx5ev78Ob17946tV7t2bRo4cCBlZmbS9evX2fLq1auTSCQiAFxsfiN4/8/hcL6EEqulLgv/sv01KW76Mj09nWxsbEhbW5tu3bpFQUFB5OXlRXXr1qW2bdvShAkTWO5NIv7s/Mrk5+fT0qVLaevWrWRiYkJRUVGkpKREz58/pzZt2pCbmxtNmTKFlJWV2XR769atqXr16rRmzZpSbj1HCn+HORxOcXy1CaCorxURT1/zKyIrNpOSkoioMPemubk5JSUl0YEDB6hmzZrk6upK5cqVIyKiKlWqyOXW5M/Or4uysjIFBweTmpoabdq0iXr06EGbNm0iHR0d6t27Nw0aNIgMDAyoZ8+eVLFiRcrKyqIXL15Qw4YNS7vpvyy8/+dwOJ/LN7Fwcn4tZAediIgI2r59OxUUFNCbN29o4MCBNGrUKKpZsyYREWVnZ9P79++pV69e9OrVK7pw4QIfoDiCD5bDhw/TgQMHaM2aNdS1a1dauXIlKSsr08yZM2ncuHHk5+dHampq9OTJE0pLS6O//vqLT59zOBxOGYcLTk6JsXDhQpo+fTrFxMSQhoYG3bx5kwYPHkxt2rShadOmUY0aNWju3Lm0Y8cOUlFRoePHj/PgAo6AkSNH0okTJ8jGxob++usvevbsGTVv3pw2btxIysrKtGvXLvrjjz8oNTWVDA0NaebMmaSkpMQDhDgcDqeMwwUnp8To2LEj6enp0fz589myo0ePUqtWrWjGjBkUEhJCz549o71799KAAQNIUVGRCwUO4+jRo9SlSxeKjY2lRo0akUQioYULF9KmTZvIwsKCoqKiSFlZmfLz81k5SyLizxCHw+H8APAEdZyvRiKRUF5eHj19+pQlgC4oKKCCggJq3rw5hYaG0vr16ykzM5N0dXUpODiYpb3hQoEjJS0tjZSUlFjZRAUFBerXrx/5+fnRnj17aPDgwZSXlycQmzwancPhcH4MuODk/GeKlglUUFCgcuXKkY+PD0VFRTGfOqlfZ6VKlUhLS4vU1NQE2/Fp9F8X2YkV6f8NDQ2pcuXKdOXKFfabmpoa9evXjzQ1NWn79u00depUwX6KK63I4XA4nLIHF5yc/4RscMfVq1fp5MmT9PTpUyooKKDg4GBq0qQJ9ejRgy5fvkyKioqUnZ1Nx48fJx0dHS4OOEQkrI1ORCxTgbGxMVWsWJGWLFlCf//9N/s9NzeXHB0dafXq1TR58uTv3l4Oh8PhfD3ch5PzRYSGhtL27dvpzZs3VLduXapfvz6tXbuWHjx4QGPGjKF9+/aRpaUl5efnk4KCAl2+fJmUlZWLTaPC+TWZO3cuXbx4kcRiMY0cOZIaNWpEKSkp1Lx5c7KwsCAPDw+ytram2bNnk5qaGsXExJCCggIPMuNwOJwfEC44OZ+FrGUzNjaWRo8eTStXrqRq1arRiRMnaOPGjVSlShXat28fqaio0J49e+jRo0ekrq5OPXr04JHEHMEzNGXKFFq6dCn5+/vTvXv36I8//qBNmzZRt27d6O7duzRu3DhKSkoiiURCOjo6lJiYyGujczgczg8MF5yc/0RcXBwdP36cVFVVafr06URUGCCUkJBAY8eOJT8/P5o0aZKcKOBWKY6UZ8+e0bp168jd3Z0aN25MHz9+pMmTJ9O8efNow4YN1L17d8rJyaHc3Fx68+YNGRoa8troHA6H84PDe2/OZwGA3r9/TyEhIfTw4UMKCAhgvykpKZGPjw/FxsbS6dOni92ei00OUeEHS5s2bcjQ0JC8vb2JiKhChQosGKh3796kpKREnTt3pvLly1PlypWJqNA6ysUmh8Ph/LjwuSnOZ6Ourk6nTp2iJk2a0OXLl2nv3r2C0pQODg709u1bevfuXek1klOmcXBwoIEDB9Ljx4/p+fPnRFQoJpWVlWnatGkUFhZGXbt2paNHjwq249PoHA6H82PDp9Q5nwUAljczNTWV/P39qUKFCjRgwABq06YNffjwgTp16kSVK1em2NhYHhjE+aS/ZUZGBgUHB1NsbCwlJiZSo0aNWDBZfn4+rVu3jvr27cstmhwOh/MTwQUnp1iK+lxKBUFKSgqZmJjQ06dPKSAggP7++2+qXbs21alThzIyMujgwYOkoqLCo9F/cWTFZlRUFN26dYuysrLI3d2d2rZtSzk5OdS3b1+KjY2lhIQEgeiUwn02ORwO5+eBz1NxBNy6dYuIiFUCIvpHbMbExJCTkxNdvXqV9PT0KDY2lmxtbenjx4/Upk0bSkhIIBUVFcrLy+Ni8xdHKjZHjx5NERERlJ+fTy9fvqTQ0FAaNWoUlS9fnhYsWEABAQHUsmVLOnHihNwzw8Umh8Ph/DxwwclhbN++nczNzWn06NFE9I/oFIlEFBcXR127dqXp06eTra0ticViqlmzJm3fvp0qVapEmzZtopMnT5JYLKZy5cqV8plwygKHDh2imJgYiouLo3nz5lGHDh0oNTWVbGxsiIioatWqtGTJEnJxcaFp06aVbmM5HA6H803hgpPDePToEZmZmdGff/5JoaGhRFQoOj98+EDXrl2jlStXUnBwMFsuFotJV1eX4uLi6MOHDxQaGkqnTp0qzVPglCFSU1NJX1+fHB0dKSYmhvr06UMLFiygwMBA+vDhA506dYoqV65M0dHRlJCQUNrN5XA4HM43hAtODkNVVZU0NTWpbdu2dODAASY6K1WqRH379qXevXsL1peKTn19fdq+fTupqamRoaFhKbScUxZRUlIifX19io+Pp6CgIJo9ezYNHDiQiIiOHDlCcXFxlJ6eTurq6qSgoEASiaSUW8zhcDicbwUXnByGtbU1mZiYUEhICHXv3p0SEhJo5MiR5OzszEoQFkUqOmvVqkVHjhyhWrVqlULLOWURR0dH2rlzJ/n6+tKSJUuY2Pz48SOtXLmS3rx5Q1paWmx9nvqIw+Fwfl64Vz6HYWhoSOfOnaPMzExm3ZwxYwapqKhQ8+bNmbgsmsRd+jcXDBxZTE1NacuWLdSjRw+6efMmnThxggDQjBkz6OXLl7R//34SiUQ8owGHw+H8AvC0SBwiKkyDlJGRQa6urnTixAnS1tYmc3NzysnJIRUVFWrTpg3NmDGjtJvJ+cEQi8W0Y8cOCgsLIyKiGjVqUM2aNWnXrl2krKzMS55yOBzOLwIXnL8g0mpAr169IjU1NTI3N2e/9e3bl7y9vWnatGlUpUoVWrFiBe3bt49mz55NkyZNosGDB5diyzk/KmlpafTu3TtSUVEhfX19Xhudw+FwfjF4b/+LsXfvXlq/fj1duHCB3rx5QwAoODiYhg0bRsbGxiQWi6ljx47k4eFBmzdvpmrVqpGmpibVqFGDunbtWtrN5/ygVK1alapWrcr+5rXRORwO59eCWzh/IdauXUtjx46loUOHkqOjI6mpqVFCQgLNmjWL3N3dae3atVShQgWaO3cuBQcHk46Ojtw++BQoh8PhcDic/woXnL8Ia9eupYEDB9KOHTsoICBA8Nu+ffuoc+fO1K5dO9q0aVMptZDD4XA4HM7PChecvwAHDx6kVq1a0ZYtW6hLly5ERHKRwatXr6aBAwfS/v37ycfHp7SayuFwOBwO5yeE57H5BdDW1qYKFSpQQkICZWRkEBHJpaHx9vam6tWr08OHD0uhhRwOh8PhcH5muOD8ycnLyyNHR0c6evQo7d27l/r370+ZmZnsd6mBW19fn8RiMRUUFJRWUzkcDofD4fykcMH5k3LkyBGaMGECDRgwgB49ekROTk508OBBSkxMpH79+jHRKbV0njlzhmrXrk3Ozs6l2WwOh8PhcDg/IVxw/oSsX7+e+vXrR/n5+eTh4cHKTRYVne/evSMiooKCApo5cybp6uqSvb19Kbacw+FwOBzOzwgPGvrJ2LVrF/Xq1YvWr19P7du3L7Zk4Llz58jHx4e8vb1p5cqV1KVLF3r48CElJSWRkpISSSQSXqaSw+FwOBxOicEF509EZmYmderUiezs7Gj69On/uu65c+eoVatW9ObNGzIzM6O//vqLlJWVefUXDofD4XA4JQ43Y/1EZGZm0uXLlz85LS6RSIiIKCsri5ycnCg2Npbat2/PxSaHw+FwOJxvChecPxE5OTmUn5/PpsOLGq8VFBTo1atXNHToUEpNTaXGjRvTjh07uNjkcDgcDofzTeGC8yeicuXKRER0+PBhIpLPtUlEdOHCBcrNzWXrSuFik8PhcDgczreCC86fBABUtWpVCg8Pp1WrVtGyZcuI6J9pdCKi3NxcioqKInV1dVJVVS2tpnI4HA6Hw/nF4GatH5SikeRSa2aHDh3o2rVrNHToUHr9+jV16NCB9PX16dKlSzRz5kx68eIFRUdHk0gkkitvyeFwOBwOh/Mt4FHqPxiBgYE0dOhQcnR0/GT6ops3b9LatWtp0aJFVLlyZfr48SPVq1ePdHR0KC4ujpSVlUksFpOiomIpnAGHw+FwOJxfDS44fyDevXtHAQEBlJSUREePHiUbG5t/zZl548YNunbtGn38+JGsra3JxsaGFBQUeIAQh8PhcDic7woXnD8QAOjVq1c0ePBgSkxMpD/++OOTovNTQpQndedwOBwOh/O94YLzB0HWKnn9+nUaMmQI3b9/n+Lj48nS0pILSQ6Hw+FwOGUWrlB+EKRic9y4cTRs2DAiInr27Bk1a9aM/vrrL1JQUBBEpHM4HA6Hw+GUFbiF8wdi7dq1NGLECEpISCAjIyO6d+8eTZ8+nc6ePUvHjx//nz6dHA6Hw+FwOKUBVyY/EPfu3SMvLy9ydnamGjVqkIuLCy1btoysra2pZcuWdOPGDVJQUJCrMMThcDgcDodTmnDB+QOhoKBAFy9eZH8DICMjI+ratSu9fPmSLC0tKSUlhefW5HA4HA6HU6bggrMM8ilfzICAAKpcuTJNnjyZ3r9/z4SloaEhBQUF0dSpU6l27drfs6kcDofD4XA4/xOejLGMIeuDGR0dTbdv3yYA5OrqSm5ubuTv708JCQmUkZFBI0aMoIKCAlqyZAnp6OjQ2LFjiYh4nk0Oh8PhcDhlCh40VEYZPXo0bd68mXx9fen58+d048YNCgkJoeDgYJo2bRrFx8fTpUuXqE6dOlShQgW6dOkSKSsr83KVHA6Hw+FwyhxccJZB4uLiaOjQobRjxw5q2LAh/f7779SvXz9avXo1BQYGkkQioby8PDp69CipqamRi4sLKSoqcssmh8PhcDicMglXJ2UAqVVS+u/9+/fJwsKCGjZsSDExMRQcHEwLFiygwMBAyszMpJSUFHJwcCBfX1+2D7FYzMUmh8PhcDicMgkPGioDSKfAHz16RERE5cqVI0NDQzp8+DAFBQXR7NmzaeDAgURElJCQQAcOHKC3b98K9qGoqPh9G83hcDgcDofzmfAp9VIkJiaGKlSoQL6+vhQaGkrPnj2jbdu20alTp8jV1ZWIiDZs2EA9e/YkIqLs7Gxq27Yt1a5dm5YvX16aTedwOBwOh8P5bPgcbCmRm5tLR48epVWrVlFAQAAdOnSITp8+TUREjRs3phUrVtCQIUPozZs3dOHCBQJAEyZMoJcvX9KBAweIiHiAEIfD4XA4nB8CbuEsZUxMTOjevXu0aNEiGjx4MAv8ycrKojVr1tDUqVNJWVmZdHV1qWrVqrRv3z5SVlYmsVjMp9E5HA6Hw+H8EHDBWYpkZWVRz549SSQS0d69e2n37t3UqlUrVppSJBLRgwcP6P3796SiokJ169YlBQUFHo3O4XA4HA7nh4ILzu+IbFJ3WbKzsyksLIzWrFnDRKeUu3fvUp06df7nPjgcDofD4XDKKtxM9p2QFYonTpygvLw8EovF1LJlS1JVVaXp06eTSCSi9u3b09atW8nDw4OCgoJIW1ubVq5cyfbDxSaHw+FwOJwfDS44vwMAmFAcM2YMbdu2jSpUqEAvXrygjh070ty5c0lDQ4OmT59O5cqVo/bt21P9+vUpNzeXrl+/Xsqt53A4HA6Hw/k6+JT6d2TmzJm0cOFCio2NJScnJ5o1axZFRkZS165dafny5aSurk5EREeOHKH09HTq0KEDryDE4XA4HA7nh4cLzu/Ew4cPKTw8nLp06UJt2rShvXv3Uq9evahfv360Zs0aatWqFS1atIg0NTUF2/FodA6Hw+FwOD863Gz2HcjPzycdHR3y9fWlZs2a0blz52jYsGE0bdo0Gjx4MKmoqND06dPp3bt3tG3bNqpUqRLblotNDofD4XA4Pzo8AuUbM2PGDJo5cyapqKhQp06dSENDgw4fPkwNGjSgHj16EBGRhoYGdezYkQCQqqpqKbeYw+FwOBwOp2ThgvMbo6CgQMuWLaOHDx+SiooKSSQS+vvvv+nt27ekpqZGHz9+pD///JNatmxJ+/fvJwUFBZJIJKXdbA6Hw+FwOJwSgwvOb0zr1q2pXr16dOzYMSIqFKDBwcF06tQpatCgAdnb29ODBw+oW7dubBue+ojD4XA4HM7PBA8a+gbk5uaSiooK+7tfv3508uRJunnzJqt9fvr0adq5cydpa2tTREQEKSkp8QAhDofD4XA4PyVccH4lw4YNo5EjR5KhoSEREa1Zs4auX79OgwcPJhMTEyIiysjIICcnJwoKCqLRo0cTACY8pfDURxwOh8PhcH5W+NztV/Dq1Su6fv066enpsWV37tyhmzdvkq2tLU2YMIEOHz5MlStXpubNm9OlS5eooKCARCIRFdX5XGxyOBwOh8P5WeEWzi+kaE3zjRs3UrNmzahWrVpEVGjp3LFjB925c4fatm1L5ubmNGDAAIqOjqaOHTuWVrM5HA6Hw+FwvjtccH4BAEgikTB/y6ysLNLQ0CAnJydat24d1atXj4iInjx5Qnfu3KGQkBCqWrUqHT9+nPr27UurV68uzeZzOBwOh8PhfFe44PwCHj9+TAYGBkREFBMTQ61ataK0tDRycnIiMzMzWrJkCZmZmbH1P378SEeOHKFLly7R+PHj+fQ5h8PhcDicXwouOP8jFy5coM6dO9OKFSvoyJEjtHbtWrpy5QoZGRnR06dPqUGDBmRhYUHLli0jU1PTYvfBA4Q4HA6Hw+H8SnDB+R9JSkqiFStW0O7du6mgoICSkpJIX1+fpUKSik5LS0tatmwZi1TncDgcDofD+VXhUeqfiVSXW1tbk6GhIaWnp5OGhgZdu3aNiIhUVFQoLy+P9PT06NKlS3Tz5k3q0KEDPX78uDSbzeFwOBwOh1PqcMH5GUgkEpY3My0tjRo1akRHjhwhb29vCg0NpZiYGCIiUlZWJrFYTHp6enT+/HkyMjIiXV3d0mw6h8PhcDgcTqnDHQn/B7Lpj6ZOnUqPHz+mvn37kqurK2lqalJeXh6NHz+eFBQUKCAggBQVFWnp0qXUs2dP2rt3LxERryDE4XA4HA7nl4b7cH4mkZGRtH79epo/fz65u7uTjo4OERX6dC5btoyOHj1Kffr0odOnT9Pdu3fp5s2bvCY6h8PhcDgcDnEL52dx7tw52r59O8XExFCTJk2IiFh5SmtraxoxYgRpaWlRdHQ0GRkZUXJyMikoKMglh+dwOBwOh8P5FeEWzs/g8OHDNHjwYDp9+jRVq1aNlaYUiUQkFotJQUGBRCIRvX//nipVqkQikYinPuJwOBwOh8P5f7j57TPIzs6mR48eUW5uLhOZ0iCiEydO0NmzZ0ksFpOamhqJRCKSSCRcbHI4HA6Hw+H8P1xwyiCRSIpd3qhRI3J0dKRhw4bRkydPWABQTk4O/fbbb3TixAlBUBCfRudwOBwOh8P5Bz6l/v/I+lseOXKEPnz4QIqKiuTn50dERBs2bKCoqCgqKCigyMhIevfuHf3+++/04sULunTpErdocjgcDofD4XwCLjjpnwAgosJo9M2bN1O1atXo1q1b1KFDB5o+fTrp6enRgQMHaMOGDZSQkED16tUjfX192rFjB8u/yVMfcTgcDofD4cjDBacMs2fPpoULF1JsbCw5OjrS0qVLadiwYeTv70+LFi0iAwMDIiJ69OgRaWpq8gAhDofD4XA4nM+AOxv+P6mpqXTjxg1asGABOTo60u7du2nChAk0btw4OnHiBI0YMYJu3rxJRES1atXiAUIcDofD4XA4nwlXSv+PpqYm+fv7k5ubG126dIlGjRpFkyZNomHDhpGGhgaFhoZSRkYGRUVFkZ6eHtuOBwhxOBwOh8Ph/DtcLf0/5cuXp1atWpGGhgYdOXKELCwsqGfPnkREVK5cOerevTspKytTzZo1S7mlHA6Hw+FwOD8WXHDKIJ0av337NmVkZJBIJKKcnBw6fPgw+fr6Unx8PKsgxOFwOBwOh8P5PHjQUDGcO3eOXF1dycTEhHJzc6l8+fJ05coV7qvJ4XA4HA6H8wVwwfkJrly5Qrt37yZ1dXUaOXIkKSkp8Wh0DofD4XA4nC+AC87PhItNDofD4XA4nC+DC04Oh8PhcDgczjeFBw1xOBwOh8PhcL4pXHByOBwOh8PhcL4pXHByOBwOh8PhcL4pXHByOBwOh8PhcL4pXHByOBwOh8PhcL4pXHByOBwOh8PhcL4pXHByOBwOh8PhcL4pXHByOBwOh8PhcL4pXHByOBwOh8PhcL4pXHByOBwOh8PhcL4pXHByOBwOh8PhcL4p/wdNuj2CjVzzkQAAAABJRU5ErkJggg==", + "image/png": "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", "text/plain": [ "
" ] @@ -1206,7 +718,7 @@ "outputs": [ { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -1266,18 +778,131 @@ "name": "stderr", "output_type": "stream", "text": [ - "/usr/local/lib/python3.10/dist-packages/sklearn/metrics/_scorer.py:610: FutureWarning: The `needs_threshold` and `needs_proba` parameter are deprecated in version 1.4 and will be removed in 1.6. You can either let `response_method` be `None` or set it to `predict` to preserve the same behaviour.\n", + "/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_classification.py:1565: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 in labels with no predicted samples. Use `zero_division` parameter to control this behavior.\n", + " _warn_prf(average, modifier, f\"{metric.capitalize()} is\", len(result))\n", + "/usr/local/lib/python3.12/dist-packages/sklearn/model_selection/_validation.py:978: UserWarning: Scoring failed. The score on this train-test partition for these parameters will be set to nan. Details: \n", + "Traceback (most recent call last):\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_scorer.py\", line 140, in __call__\n", + " score = scorer._score(\n", + " ^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_scorer.py\", line 388, in _score\n", + " return self._sign * self._score_func(y_true, y_pred, **scoring_kwargs)\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/utils/_param_validation.py\", line 216, in wrapper\n", + " return func(*args, **kwargs)\n", + " ^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_ranking.py\", line 635, in roc_auc_score\n", + " return _multiclass_roc_auc_score(\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_ranking.py\", line 707, in _multiclass_roc_auc_score\n", + " if not np.allclose(1, y_score.sum(axis=1)):\n", + " ^^^^^^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py\", line 49, in _sum\n", + " return umr_sum(a, axis, dtype, out, keepdims, initial, where)\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + "numpy.exceptions.AxisError: axis 1 is out of bounds for array of dimension 1\n", + "\n", " warnings.warn(\n", - "/usr/local/lib/python3.10/dist-packages/sklearn/metrics/_classification.py:1531: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 in labels with no predicted samples. Use `zero_division` parameter to control this behavior.\n", + "/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_classification.py:1565: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 in labels with no predicted samples. Use `zero_division` parameter to control this behavior.\n", " _warn_prf(average, modifier, f\"{metric.capitalize()} is\", len(result))\n", - "/usr/local/lib/python3.10/dist-packages/sklearn/metrics/_classification.py:1531: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 in labels with no predicted samples. Use `zero_division` parameter to control this behavior.\n", + "/usr/local/lib/python3.12/dist-packages/sklearn/model_selection/_validation.py:978: UserWarning: Scoring failed. The score on this train-test partition for these parameters will be set to nan. Details: \n", + "Traceback (most recent call last):\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_scorer.py\", line 140, in __call__\n", + " score = scorer._score(\n", + " ^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_scorer.py\", line 388, in _score\n", + " return self._sign * self._score_func(y_true, y_pred, **scoring_kwargs)\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/utils/_param_validation.py\", line 216, in wrapper\n", + " return func(*args, **kwargs)\n", + " ^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_ranking.py\", line 635, in roc_auc_score\n", + " return _multiclass_roc_auc_score(\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_ranking.py\", line 707, in _multiclass_roc_auc_score\n", + " if not np.allclose(1, y_score.sum(axis=1)):\n", + " ^^^^^^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py\", line 49, in _sum\n", + " return umr_sum(a, axis, dtype, out, keepdims, initial, where)\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + "numpy.exceptions.AxisError: axis 1 is out of bounds for array of dimension 1\n", + "\n", + " warnings.warn(\n", + "/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_classification.py:1565: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 in labels with no predicted samples. Use `zero_division` parameter to control this behavior.\n", " _warn_prf(average, modifier, f\"{metric.capitalize()} is\", len(result))\n", - "/usr/local/lib/python3.10/dist-packages/sklearn/metrics/_classification.py:1531: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 in labels with no predicted samples. Use `zero_division` parameter to control this behavior.\n", + "/usr/local/lib/python3.12/dist-packages/sklearn/model_selection/_validation.py:978: UserWarning: Scoring failed. The score on this train-test partition for these parameters will be set to nan. Details: \n", + "Traceback (most recent call last):\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_scorer.py\", line 140, in __call__\n", + " score = scorer._score(\n", + " ^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_scorer.py\", line 388, in _score\n", + " return self._sign * self._score_func(y_true, y_pred, **scoring_kwargs)\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/utils/_param_validation.py\", line 216, in wrapper\n", + " return func(*args, **kwargs)\n", + " ^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_ranking.py\", line 635, in roc_auc_score\n", + " return _multiclass_roc_auc_score(\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_ranking.py\", line 707, in _multiclass_roc_auc_score\n", + " if not np.allclose(1, y_score.sum(axis=1)):\n", + " ^^^^^^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py\", line 49, in _sum\n", + " return umr_sum(a, axis, dtype, out, keepdims, initial, where)\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + "numpy.exceptions.AxisError: axis 1 is out of bounds for array of dimension 1\n", + "\n", + " warnings.warn(\n", + "/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_classification.py:1565: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 in labels with no predicted samples. Use `zero_division` parameter to control this behavior.\n", " _warn_prf(average, modifier, f\"{metric.capitalize()} is\", len(result))\n", - "/usr/local/lib/python3.10/dist-packages/sklearn/metrics/_classification.py:1531: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 in labels with no predicted samples. Use `zero_division` parameter to control this behavior.\n", + "/usr/local/lib/python3.12/dist-packages/sklearn/model_selection/_validation.py:978: UserWarning: Scoring failed. The score on this train-test partition for these parameters will be set to nan. Details: \n", + "Traceback (most recent call last):\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_scorer.py\", line 140, in __call__\n", + " score = scorer._score(\n", + " ^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_scorer.py\", line 388, in _score\n", + " return self._sign * self._score_func(y_true, y_pred, **scoring_kwargs)\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/utils/_param_validation.py\", line 216, in wrapper\n", + " return func(*args, **kwargs)\n", + " ^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_ranking.py\", line 635, in roc_auc_score\n", + " return _multiclass_roc_auc_score(\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_ranking.py\", line 707, in _multiclass_roc_auc_score\n", + " if not np.allclose(1, y_score.sum(axis=1)):\n", + " ^^^^^^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py\", line 49, in _sum\n", + " return umr_sum(a, axis, dtype, out, keepdims, initial, where)\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + "numpy.exceptions.AxisError: axis 1 is out of bounds for array of dimension 1\n", + "\n", + " warnings.warn(\n", + "/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_classification.py:1565: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 in labels with no predicted samples. Use `zero_division` parameter to control this behavior.\n", " _warn_prf(average, modifier, f\"{metric.capitalize()} is\", len(result))\n", - "/usr/local/lib/python3.10/dist-packages/sklearn/metrics/_classification.py:1531: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 in labels with no predicted samples. Use `zero_division` parameter to control this behavior.\n", - " _warn_prf(average, modifier, f\"{metric.capitalize()} is\", len(result))\n" + "/usr/local/lib/python3.12/dist-packages/sklearn/model_selection/_validation.py:978: UserWarning: Scoring failed. The score on this train-test partition for these parameters will be set to nan. Details: \n", + "Traceback (most recent call last):\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_scorer.py\", line 140, in __call__\n", + " score = scorer._score(\n", + " ^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_scorer.py\", line 388, in _score\n", + " return self._sign * self._score_func(y_true, y_pred, **scoring_kwargs)\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/utils/_param_validation.py\", line 216, in wrapper\n", + " return func(*args, **kwargs)\n", + " ^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_ranking.py\", line 635, in roc_auc_score\n", + " return _multiclass_roc_auc_score(\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_ranking.py\", line 707, in _multiclass_roc_auc_score\n", + " if not np.allclose(1, y_score.sum(axis=1)):\n", + " ^^^^^^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py\", line 49, in _sum\n", + " return umr_sum(a, axis, dtype, out, keepdims, initial, where)\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + "numpy.exceptions.AxisError: axis 1 is out of bounds for array of dimension 1\n", + "\n", + " warnings.warn(\n" ] }, { @@ -1285,11 +910,11 @@ "output_type": "stream", "text": [ "Cross-validation metrics:\n", - "accuracy: 0.776 (+/- 0.035)\n", - "precision: 0.635 (+/- 0.043)\n", - "recall: 0.544 (+/- 0.024)\n", - "f1_score: 0.561 (+/- 0.032)\n", - "roc_auc: 0.970 (+/- 0.011)\n" + "accuracy: 0.775 (+/- 0.035)\n", + "precision: 0.635 (+/- 0.044)\n", + "recall: 0.546 (+/- 0.029)\n", + "f1_score: 0.561 (+/- 0.035)\n", + "roc_auc: nan (+/- nan)\n" ] } ], @@ -1304,7 +929,7 @@ "outputs": [ { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAA0oAAAKPCAYAAABTiDpeAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjkuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8hTgPZAAAACXBIWXMAAA9hAAAPYQGoP6dpAAEAAElEQVR4nOzdeViN+f/48eeptG9KEkqlRUKyTtYMpiypYWRppLHPaKzZPoQYspPdWAqDMNavRpbIkKUsZSlRSuYzWcY2soTy+6Nf98fRdkoo3o/rOtfl3Pd7u+/7THNe573J3rx58wZBEARBEARBEARBovSpGyAIgiAIgiAIglDWiEBJEARBEARBEAThHSJQEgRBEARBEARBeIcIlARBEARBEARBEN4hAiVBEARBEARBEIR3iEBJEARBEARBEAThHSJQEgRBEARBEARBeIcIlARBEARBEARBEN4hAiVBEARBEARBEIR3iEBJEARBEARBEAThHSJQEgRBEARBEAShzPrzzz9xc3OjatWqyGQydu/eXWSeyMhIGjRogJqaGlZWVoSEhBS7XhEoCYIgCIIgCIJQZj19+hQHBweWLVumUPqUlBQ6depEmzZtiI2NZcSIEQwYMIADBw4Uq17Zmzdv3pSkwYIgCIIgCIIgCB+TTCZj165deHh4FJhm3LhxhIWFcfnyZelYz549efToEeHh4QrXJXqUBEEQPhAfHx+5P+TOzs6MGDHik7VHEARBEMqCzMxM/v33X7lXZmZmqZV/6tQp2rVrJ3fMxcWFU6dOFasclVJrkSAIQhnl4+PD+vXrpfcGBgY0btyYOXPmUK9evU/YssK9/UuYIAiCIBSmTp06H7wODUffUilnnHslAgIC5I5NmTKFqVOnlkr5t2/fxtjYWO6YsbEx//77L8+fP0dDQ0OhckSgJAjCF8HV1ZXg4GAg5w/opEmT6Ny5M2lpaZ+4ZYVzWXZd4bQHhloDYGZVW+E8aUnxAFjVUvx/sElXcwK4mraK5UlOzElvXKOWwnXcuXm1xO0qa3nKars+Vp6y2q6Pledjt2tzmqrCeXqbvfzgbfvY169VxUrhPE9vJ33wtn3s6//gZKUzGG3ChAmMGjVK7piamlqplF2axNA7QRC+CGpqalSpUoUqVapQv359xo8fz61bt7h3716BebKzs5kzZw5WVlaoqalhZmbGjBkzpPO3bt3C09MTfX19DAwMcHd3JzU19SNcjSAIgiCUX2pqaujq6sq9SjNQqlKlCnfu3JE7dufOHXR1dRXuTQIRKAmC8AXKyMjgt99+w8rKCkNDwwLTTZgwgVmzZuHv7098fDybN2+WuvJfvXqFi4sLOjo6HD9+nKioKLS1tXF1deXly5cf61IEQRAE4eORyUrn9YE5OTkREREhd+zQoUM4OTkVqxwx9E4QhC/Cvn370NbWBnKWGTUxMWHfvn0oKeX/e9GTJ08ICgpi6dKl9O3bF4CaNWvSokULALZu3Up2djZr1qxB9v//6AcHB6Ovr09kZCTffPPNR7gqQRAEQfiISmnoXXFlZGSQlJQkvU9JSSE2NhYDAwPMzMyYMGEC//3vf9mwYQMAQ4YMYenSpYwdO5Z+/fpx5MgRtm3bRlhYWLHqFYGSIAhfhDZt2rBixQoAHj58yPLly+nQoQPR0dHUqFEjT/qEhAQyMzNp27ZtvuXFxcWRlJSEjo6O3PEXL16QnJxc7PZlZmbmWfFH9EwJgiAIApw9e5Y2bdpI73PnN/Xt25eQkBDS09Pl5hxbWFgQFhbGyJEjCQoKonr16qxZswYXF5di1SsCJUEQvghaWlpYWf1vku+aNWvQ09Nj9erV/PLLL3nSFzWGOSMjg4YNG7Jp06Y854yMjIrdvsDAwDwrAP34449A+2KXJQiCIAgfxEcYNpcfZ2dnCtv6NSQkJN88Fy5ceK96xRwlQRC+SDKZDCUlJZ4/f57veWtrazQ0NPKMcc7VoEEDrl+/TuXKlbGyspJ76enpFbs9EyZM4PHjx3KvAQMGFLscQRAEQfhgZEql8yonyk9LBUEQ3kNmZia3b9/m9u3bJCQk8PPPP5ORkYGbm1u+6dXV1Rk3bhxjx45lw4YNJCcnc/r0adauXQuAl5cXlSpVwt3dnePHj5OSkkJkZCTDhg3jr7/+Knb78lsBSFVV8WV+BUEQBEEoXWLonSAIX4Tw8HBMTEwA0NHRoVatWmzfvh1nZ+cC8/j7+6OiosLkyZP5+++/MTExYciQIQBoamry559/Mm7cOLp27cqTJ0+oVq0abdu2RVdX92NckiAIgiB8XJ9o6N2nIgIlQRA+eyEhIfmOXy6KkpISEydOZOLEifmer1KlCuvXry+03rdFRkYWuw2CIAiCUGaUo2FzpUH2prCZUYLwhUlNTcXCwoILFy5Qv379AtM5OztTv359Fi1a9NHapoiStEsmk7Fr1y48PDw+eVs+N+bm5owYMYIRI0YAxb/Xly9/pJ3WBUEQhHKvTp06H7wOja/GlUo5z0/PLpVyPrQvKywU3svt27f5+eefsbS0RE1NDVNTU9zc3OQmu5ubmyOTyZDJZGhoaGBubo6npydHjhwpsNz79+9TvXp1ZDIZjx49+ghXUjBTU1PS09OlPzaRkZH5tmvnzp1Mnz79E7TwyxISEoK+vv57lZGamip9Jgt6laS3SRAEQRC+OOVkw9nSIobeCQpJTU2lefPm6OvrM3fuXOrWrcurV684cOAAQ4cO5erVq1LaadOmMXDgQF6+fElqaiq//fYb7dq1Y/r06fkOYerfvz/16tXjv//978e8pHwpKytTpUqVItMZGBh8hNYIpSE3+M01b948wsPDOXz4sHSsJKvUfSyWNvYKp71x7QoAk06/UDjPL1+pA6BjYq1wnifp1wGwqqXYr5dJVy8XK/375lExtFQ4z+v7NwDI1jNXOI/S49Rite1jX39Zy/M+dSgbWCicJ+tBSonrKavXX5I8xua1FM5zJ/XqB29bWf1cfqw8H7tdH9wXNvTuy7paocR++uknZDIZ0dHRdOvWDRsbG+zt7Rk1ahSnT5+WS6ujo0OVKlUwMzOjVatW/Prrr/j7+zN58mQSExPl0q5YsYJHjx7h5+enUDt8fHzw8PAgICAAIyMjdHV1GTJkiNzGnJmZmQwbNozKlSujrq5OixYtiImJkc4/fPgQLy8vjIyM0NDQwNramuDgYOB/vQ+xsbGkpqZKm5tVrFgRmUyGj48PkDOsLHc41X/+8x+aNm2ap60ODg5MmzZNer9mzRrs7OxQV1enVq1aLF++XKFrznX//n169epFtWrV0NTUpG7dumzZsqXQPObm5kyfPp1evXqhpaVFtWrVWLZsWZ50//zzD99++y2amppYW1uzd+9e6VxWVhb9+/fHwsICDQ0NbG1tCQoKUqjNr1+/xtfXFz09PSpVqoS/v7/cPgiZmZn4+flRrVo1tLS0aNq0qTSPJzIykh9++IHHjx9LPT9Tp04FYOPGjTRq1Ej6rPXu3Zu7d+/m24bc4Df3pa2tjYqKityxgvZMevToEYMHD8bY2Bh1dXXq1KnDvn37pPMnTpygZcuWaGhoYGpqyrBhw3j69KlC90YQBEEQyp0vrEdJBEpCkR48eEB4eDhDhw5FS0srz3lFhkYNHz6cN2/esGfPHulYfHw806ZNY8OGDSgpKf5RjIiIICEhgcjISLZs2cLOnTvlNuocO3YsO3bsYP369Zw/fx4rKytcXFx48OABkLOSWXx8PPv37ychIYEVK1ZQqVKlPPWYmpqyY8cOABITE0lPT883QPDy8iI6Oprk5GTp2JUrV7h48SK9e/cGYNOmTUyePJkZM2aQkJDAzJkz8ff3L3QhgHe9ePGChg0bEhYWxuXLlxk0aBB9+vQhOjq60Hxz587FwcGBCxcuMH78eIYPH86hQ4fk0gQEBODp6cnFixfp2LEjXl5e0v3Kzs6mevXqbN++nfj4eCZPnsx//vMftm3bVmSb169fj4qKCtHR0QQFBbFgwQLWrFkjnff19eXUqVOEhoZy8eJFunfvjqurK9evX6dZs2YsWrQIXV1d0tPTSU9PlwLqV69eMX36dOLi4ti9ezepqalSEFtasrOz6dChA1FRUfz222/Ex8cza9YslJWVAUhOTsbV1ZVu3bpx8eJFtm7dyokTJ/D19S3VdgiCIAiC8GmIoXdCkZKSknjz5g21ainenf8uAwMDKleuTGpqKpDTk9CrVy/mzp2LmZkZN27cULgsVVVV1q1bh6amJvb29kybNo0xY8Ywffp0nj9/zooVKwgJCaFDhw4ArF69mkOHDrF27VrGjBlDWloajo6ONGrUCMjpdcmPsrKyNMSucuXKBQaE9vb2ODg4sHnzZvz9/YGcwKhp06ZYWVkBMGXKFObPn0/Xrl0BsLCwID4+nlWrVtG3b1+FrrtatWpyPW8///wzBw4cYNu2bTRp0qTAfM2bN2f8+PEA2NjYEBUVxcKFC2nfvr2UxsfHh169egEwc+ZMFi9eTHR0NK6urlSoUEEuELWwsODUqVNs27YNT0/PQttsamrKwoULkclk2NracunSJRYuXMjAgQNJS0sjODiYtLQ0qlatCoCfnx/h4eEEBwczc+ZM9PT0kMlkeYZD9uvXT/q3paUlixcvpnHjxmRkZKCtrV3UrVTI4cOHiY6OJiEhARsbG6muXIGBgXh5eUk9i9bW1ixevJjWrVuzYsUK1NXVS6UdgiAIglBmiKF3giCvtBZGfPPmDbL/3906YcIE7Ozs+P777/NNm5aWhra2tvSaOXOmdM7BwQFNTU3pvZOTExkZGdy6dYvk5GRevXpF8+bNpfMVKlSgSZMmJCQkAPDjjz8SGhpK/fr1GTt2LCdPnnzva/Py8mLz5s3SdW7ZsgUvLy8Anj59SnJyMv3795e7pl9++UWuF6ooWVlZTJ8+nbp162JgYIC2tjYHDhwgLS2t0HxOTk553ufei1z16tWT/q2lpYWurq7cULZly5bRsGFDjIyM0NbW5tdff5XqPX78uNx1bdq0Scr31VdfSc88t+7r16+TlZXFpUuXyMrKwsbGRi7/sWPHirwv586dw83NDTMzM3R0dGjdujVAkfeiOGJjY6levboUJL0rLi6OkJAQuba7uLiQnZ1NSkpKsevLzMzk33//lXu9PaRUEARBED65L2zonehREopkbW2NTCaTW7ChuO7fv8+9e/ewsMiZmHvkyBEuXbrE77//DvwvGKtUqRITJ07E39+f2NhYKX9pLp7QoUMHbt68yR9//MGhQ4do27YtQ4cOZd68eSUus1evXowbN47z58/z/Plzbt26RY8ePQDIyMgAcnq23p3LlDuMSxFz584lKCiIRYsWUbduXbS0tBgxYkSpfJmuUKGC3HuZTEZ2djYAoaGh+Pn5MX/+fJycnNDR0WHu3LmcOXMGgEaNGsk9K2NjY4XqzMjIQFlZmXPnzuW5D4X1Cj19+hQXFxdcXFzYtGkTRkZGpKWl4eLiUqqBRUHzlnJlZGQwePBghg0bluecmZlZsesLDAyU67mDnKB+3qK8c8oEQRAEQfjwRKAkFMnAwAAXFxeWLVvGsGHD8sxTevToUZHzlIKCglBSUpL2j9mxYwfPnz+XzsfExNCvXz+OHz9OzZo1UVFRkYatvSsuLo7nz59LX2RPnz6NtrY2pqamVKpUCVVVVaKioqhRowaQM58lJiZGGiIFYGRkRN++fenbty8tW7ZkzJgx+QZKqqqqQE5vTmGqV69O69at2bRpE8+fP6d9+/ZUrlwZyAkcqlatyo0bN6ReppKIiorC3d1d6oXLzs7m2rVr1K5du9B87y62cfr0aezs7IpVb7Nmzfjpp5+kY2/3+GhoaBT4rHKDqbfrtra2RllZGUdHR7Kysrh79y4tW7bMN7+qqmqee3/16lXu37/PrFmzMDU1BeDs2bMKX4+i6tWrx19//cW1a9fy7VVq0KAB8fHxBV57cU2YMIFRo0bJHUtKSiqVsgVBEAShVHxhQ+9EoCQoZNmyZTRv3pwmTZowbdo06tWrx+vXrzl06BArVqyQG8r15MkTbt++zatXr0hJSeG3335jzZo1BAYGSl8qa9asKVf+P//8A4CdnV2RQdfLly/p378/kyZNIjU1lSlTpuDr64uSkhJaWlr8+OOPjBkzBgMDA8zMzJgzZw7Pnj2jf//+AEyePJmGDRtib29PZmYm+/btKzBwqFGjBjKZjH379tGxY0c0NDQK7O3w8vJiypQpvHz5koULF8qdCwgIYNiwYejp6eHq6kpmZiZnz57l4cOHeb4cF8Ta2prff/+dkydPUrFiRRYsWMCdO3eKDJSioqKYM2cOHh4eHDp0iO3btxMWFqZQnbn1btiwgQMHDmBhYcHGjRuJiYmRegcLk5aWxqhRoxg8eDDnz59nyZIlzJ8/H8iZL+Xl5YW3tzfz58/H0dGRe/fuERERQb169ejUqRPm5uZkZGQQEREhDbk0MzNDVVWVJUuWMGTIEC5fvvxB9rRq3bo1rVq1olu3bixYsAArKyuuXr2KTCbD1dWVcePG8dVXX+Hr68uAAQPQ0tIiPj6eQ4cOsXTp0mLXp6amhpqamtyx3EBdEARBEMqELyxQ+rKuVigxS0tLzp8/T5s2bRg9ejR16tShffv2REREsGLFCrm0kydPxsTEBCsrK/r06cPjx4+JiIhg3LjS2c25bdu2WFtb06pVK3r06EGXLl2kZaMBZs2aRbdu3ejTpw8NGjQgKSmJAwcOULFiRSDny+eECROoV68erVq1QllZmdDQ0HzrqlatGgEBAYwfPx5jY+NCVzT77rvvuH//Ps+ePZN6znINGDCANWvWEBwcTN26dWndujUhISFywYazs3OhK7dNmjSJBg0a4OLigrOzM1WqVMlTT35Gjx7N2bNncXR05JdffmHBggW4uLgUmS/X4MGD6dq1Kz169KBp06bcv39frnepMN7e3jx//pwmTZowdOhQhg8fzqBBg6TzwcHBeHt7M3r0aGxtbfHw8CAmJkYautasWTOGDBlCjx49MDIyYs6cORgZGRESEsL27dupXbs2s2bNeq9hk4XZsWMHjRs3plevXtSuXZuxY8dKPVz16tXj2LFjXLt2jZYtW+Lo6MjkyZOlhSkEQRAEQSjfZG9Ka6a+IHwEPj4+PHr0iN27d3/qppS6GjVqEBAQUKrLXJubmzNixAi5YYdC+XH58mWx4azYcLbc5xEbzooNZz90HWU5z8dsV506iqcvKY02pTOC4/lR/1Ip50MTgZJQrnyMQEkmk7Fr165Ce2tKux1XrlyhV69exMbGFmtPqaLapUig9KGCqc85qFWUs7Mz9evXZ9GiRUDx7/Xlyx9pp3VBEASh3PsogdLXM0qlnOdHJpZKOR+aGHonKOz27dv8/PPPWFpaoqamhqmpKW5ubkREREhpzM3NkclkyGQyNDQ0MDc3x9PTkyNHjuQpLyYmhrZt26Kvr0/FihVxcXEhLi7uY15SvtLT06U9mFJTU5HJZHKrukHO4hQhISGlVqe9vT0XL158ryDpcxQZGYlMJuPRo0fvVU7uZ7Kg19tDNwVBEARBEEAs5iAoKDU1lebNm6Ovr8/cuXOpW7cur1694sCBAwwdOlRu6fBp06YxcOBAXr58SWpqKr/99hvt2rVj+vTpTJyY8wtCRkYGrq6udOnSheXLl/P69WumTJmCi4sLt27dyrNcda7SDE4K8u7mpvnR09P74O0oDbkb/H7p0tPTpX9v3bqVyZMnk5iYKB0rrU1qP4SSDNeoWD3/vZ/y8/CvawAcuK9ZRMr/cTF8Vqy2fewhMRbFGK6Y8v+HKxrXKMZwpZvFG65UVocEfaw8Yuhd2XwuHytPWW3X++ZR9O9s7t/Yj9WuD64c7YFUGsTP14JCfvrpJ2QyGdHR0XTr1g0bGxvs7e0ZNWpUnuWndXR0qFKlCmZmZrRq1Ypff/0Vf39/uS+nV69e5cGDB0ybNg1bW1vs7e2ZMmUKd+7c4ebNmwW2Y+rUqdSvX59Vq1ZhamqKpqYmnp6ePH78WEqTnZ3NtGnTqF69OmpqatSvX5/w8HDp/MuXL/H19cXExAR1dXVq1KhBYGCgdF4mk0nDxXIXW3B0dEQmk+Hs7AzkDCvLHZr366+/UrVqVWnfoVzu7u7069dPer9nzx4aNGiAuro6lpaWBAQE8Pr1awWfQM4S5f3798fCwgINDQ1sbW0JCgoqNI+zszO+vr74+vqip6dHpUqV8Pf3z7OJ8LNnz+jXrx86OjqYmZnx66+/yp0fN24cNjY2aGpqYmlpib+/P69evVKo3QEBARgZGaGrq8uQIUPk9jrKzs4mMDBQuiYHBwdpb63U1FTatGkDQMWKFZHJZNL8rfDwcFq0aIG+vj6GhoZ07ty50E1qq1SpIr309PSQyWRyxwoKlDIzMxk3bhympqaoqalhZWXF2rVrpfOXL1+mQ4cOaGtrY2xsTJ8+faQVHAVBEAThsyNTKp1XOVF+Wip8Mg8ePCA8PJyhQ4fm2UMJKHI5b4Dhw4fz5s0b9uzZA4CtrS2GhoasXbuWly9f8vz5c9auXYudnR3m5uaFlpWUlMS2bdv4v//7P8LDw7lw4YLcKmxBQUHMnz+fefPmcfHiRVxcXOjSpQvXr+dMQF+8eDF79+5l27ZtJCYmsmnTpgLrjI6OBuDw4cOkp6ezc+fOPGm6d+/O/fv3OXr0qHQs957l7pt0/PhxvL29GT58OPHx8axatYqQkBBmzFB8rG92djbVq1dn+/btxMfHM3nyZP7zn/+wbdu2QvOtX78eFRUVoqOjCQoKYsGCBaxZs0Yuzfz582nUqJF0L3/88Ue5HhcdHR1CQkKIj48nKCiI1atX51kCPT8REREkJCQQGRnJli1b2Llzp9ymqoGBgWzYsIGVK1dy5coVRo4cyffff8+xY8cwNTVlx44dACQmJpKeni4Fhk+fPmXUqFGcPXuWiIgIlJSU+Pbbb/MEq+/L29ubLVu2sHjxYhISEli1apUUVD169Iivv/4aR0dHzp49S3h4OHfu3MHT07NU2yAIgiAIZYZMVjqvckIMvROKlJSUxJs3b6hVS/GhKe8yMDCgcuXK0lAwHR0dIiMj8fDwkPbAsba25sCBA6ioFP6xfPHiBRs2bKBatWoALFmyhE6dOjF//nyqVKnCvHnzGDduHD179gRg9uzZHD16lEWLFrFs2TLS0tKwtramRYsWyGQyaWPa/BgZGQFgaGhY4JC8ihUr0qFDBzZv3kzbtm0B+P3336lUqZLUI5K7xHjfvn2BnOXWp0+fztixY5kyZYoit5AKFSrIBRkWFhacOnWKbdu2Ffrl3NTUlIULFyKTybC1teXSpUssXLiQgQMHSmk6duwoBZvjxo1j4cKFHD16FFtbWyBnafJc5ubm+Pn5ERoaytixYwtts6qqKuvWrUNTUxN7e3umTZvGmDFjmD59Oq9evWLmzJkcPnwYJycn6b6cOHGCVatW0bp1awwMDACoXLmyXEDerVs3uXrWrVuHkZER8fHxpTaZ9dq1a2zbto1Dhw7Rrl07qX25li5diqOjIzNnzpRrh6mpaYGb1AqCIAiCUH6IHiWhSKW1MOKbN2+Q/f9fEZ4/f07//v1p3rw5p0+fJioqijp16tCpUyeeP38O5MwbyX0NGTJEKsfMzEwKkgCcnJzIzs4mMTGRf//9l7///pvmzZvL1d28eXNpU1wfHx9iY2OxtbVl2LBhHDx48L2vzcvLix07dpCZmQnApk2b6Nmzp7Q4Q1xcHNOmTZO7poEDB5Kens6zZ88UrmfZsmU0bNgQIyMjtLW1+fXXX0lLSys0z1dffSXdd8i5X9evX5f2A4KcPYFy5Q5Lu3v3rnRs69atNG/eXBqmNmnSJKnetLQ0uet6O3DI3ST27bozMjK4desWSUlJPHv2jPbt28vl37BhQ6HD6ACuX79Or169sLS0RFdXV+oRLOpeFEdsbCzKysq0bt063/NxcXEcPXpUru25PyYU1f78ZGZm8u+//8q93h6mKAiCIAif3Bc29E70KAlFsra2RiaTyS3YUFz379/n3r170pyfzZs3k5qayqlTp6RgYvPmzVSsWJE9e/bQs2dPuZXmdHV13+sa3tagQQNSUlLYv38/hw8fxtPTk3bt2klzY0rCzc2NN2/eEBYWRuPGjTl+/Ljc0LSMjAwCAgLo2rVrnrzq6uoK1REaGoqfnx/z58/HyckJHR0d5s6dy5kzZ0rc7lzvLp4hk8mkYWynTp3Cy8uLgIAAXFxc0NPTIzQ0lPnz5wNQtWpVuWeV2wtUlIyMDADCwsLkAl8ANTW1QvO6ublRo0YNVq9eLc0Pq1OnTqkGFhoaGoWez8jIwM3NjdmzZ+c5Z2JiUuz6AgMD5XoMAX788UcWLF5e7LIEQRAE4YMoR8PmSoMIlIQiGRgY4OLiwrJlyxg2bFieeUqPHj0qcp5SUFAQSkpK0gIIz549Q0lJSa6nI/d97hd0KyurfMtKS0vj77//pmrVqgCcPn0aJSUlbG1t0dXVpWrVqkRFRcn1BERFRdGkSRPpva6uLj169KBHjx589913uLq68uDBgzxf8lVVVQHkel/yo66uTteuXdm0aRNJSUnY2trSoEED6XyDBg1ITEws8JoUERUVRbNmzeTmYynSc/FuIHX69Gmsra1RVlZWqN6TJ09So0YNacVCQG7BDRUVlQKvKy4ujufPn0tBx+nTp9HW1sbU1BQDAwPU1NRIS0srsNcmv/t///59EhMTWb16NS1btgTgxIkTCl1LcdStW5fs7GyOHTsmDb17W4MGDdixYwfm5uZFDhdVxIQJExg1apTcsaSkpPcuVxAEQRCEkhGBkqCQZcuW0bx5c5o0acK0adOoV68er1+/5tChQ6xYsUIa1gbw5MkTbt++zatXr0hJSeG3335jzZo1BAYGSl+o27dvz5gxYxg6dCg///wz2dnZzJo1CxUVFWleT0HU1dXp27cv8+bN499//2XYsGF4enpKc4jGjBnDlClTqFmzJvXr1yc4OJjY2Fg2bdoEwIIFCzAxMcHR0RElJSW2b99OlSpV8g32KleujIaGBuHh4VSvXh11dfUClwb38vKic+fOXLlyhe+//17u3OTJk+ncuTNmZmZ89913KCkpERcXx+XLl/nll18UegbW1tZs2LCBAwcOYGFhwcaNG4mJiZF66QqSlpbGqFGjGDx4MOfPn2fJkiVSb5Ci9aalpREaGkrjxo0JCwtj165dCuV9+fIl/fv3Z9KkSaSmpjJlyhR8fX1RUlJCR0cHPz8/Ro4cSXZ2Ni1atODx48dERUWhq6tL3759qVGjBjKZjH379tGxY0c0NDSoWLEihoaG/Prrr5iYmJCWlsb48eMVvh5FmZub07dvX/r168fixYtxcHDg5s2b3L17F09PT4YOHcrq1avp1asXY8eOxcDAgKSkJEJDQ1mzZo3CgWguNTW1PD1puYGiIAiCIJQJ5WjYXGn4sq5WKDFLS0vOnz9PmzZtGD16NHXq1KF9+/ZERESwYsUKubSTJ0/GxMQEKysr+vTpw+PHj4mIiGDcuHFSmlq1avF///d/XLx4EScnJ1q2bMnff/9NeHh4kcOWrKys6Nq1Kx07duSbb76hXr16LF/+v+FJw4YNY9SoUYwePZq6desSHh7O3r17sba2BnIWkpgzZw6NGjWicePGpKam8scff+S72auKigqLFy9m1apVVK1aFXd39wLb9fXXX2NgYEBiYiK9e/eWO+fi4sK+ffs4ePAgjRs35quvvmLhwoVyC0n4+PhIy4/nZ/DgwXTt2pUePXrQtGlT7t+/L9e7VBBvb2+eP39OkyZNGDp0KMOHD2fQoEFF5svVpUsXRo4cia+vL/Xr1+fkyZP4+/srlLdt27ZYW1vTqlUrevToQZcuXeQ2d50+fTr+/v4EBgZiZ2eHq6srYWFhUvBXrVo1aSEMY2NjKcgKDQ3l3Llz1KlTh5EjRzJ37lyFr6c4VqxYwXfffcdPP/1ErVq1GDhwIE+fPgWQei6zsrL45ptvqFu3LiNGjEBfX19sHCwIgiB8nr6wVe9kb0prpr4gfARTp05l9+7dcnNiPhetW7emTZs2coHE+3J2dqZ+/fosWrSo1MoUPp7Lly+LDWfFhrPlPo/YcLZsPpePlaestut985TFDWdLa9XXwmh0KHprEEU83z+yVMr50ESgJJQrn2ug9PjxY+zt7bl69WqBm5+WRFkIlFJTU7GwsODChQvUr1//k7XjUzA3N2fEiBGMGDECyFkkY9euXdJcvaJcvvyRdloXBEEQyr2PEih1LHyje0U9/2N4qZTzoYnxIYJQBujp6fHXX3+VWpDk4+Oj8Jfxd23ZsgVlZWWGDh1aKm0RBEEQBOEz8YUNvROLOQjlytSpU0t1aNrnLjIysth51q5dy9ixY1m1ahXz589XePly4cMoy0NPOq66oVD6PwbnbNSbpVfw5s7vUn58s8TtKmt5ymq7Plaestquj5WnrLbrY+Upq+36WHk+druE0iV6lAThC/DkyRO8vLzQ0tLCxMSEhQsX4uzsLA0Jy5WSksLJkycZP348NjY27Ny5s8iyZTIZK1asoEOHDmhoaGBpaVnonlRZWVn0798fCwsLNDQ0sLW1JShIvis/MjKSJk2aoKWlhb6+Ps2bN5eWJJ86dSr169dn3bp1mJmZoa2tzU8//URWVhZz5syhSpUqVK5cmRkzZsiVuWDBAurWrYuWlhampqb89NNP0l5OBXn06BGDBw/G2NgYdXV16tSpw759+6TzJ06coGXLlmhoaGBqasqwYcOkxR4EQRAE4bPzhW04W35aKghCiY0aNYqoqCj27t3LoUOHOH78OOfPn8+TLjg4mE6dOqGnp8f333/P2rVrFSrf39+fbt26ERcXh5eXFz179pRbMv5t2dnZVK9ene3btxMfH8/kyZP5z3/+w7Zt2wB4/fo1Hh4etG7dmosXL3Lq1CkGDRokt+dWcnIy+/fvJzw8nC1btrB27Vo6derEX3/9xbFjx5g9ezaTJk2S20NKSUmJxYsXc+XKFdavX8+RI0cYO3ZsgdeUnZ1Nhw4diIqK4rfffiM+Pp5Zs2ZJy34nJyfj6upKt27duHjxIlu3buXEiRP4+voqdM8EQRAEodz5wgIlMfROED5zT548Yf369WzevJm2bdsCOQFR7oa9ubKzswkJCWHJkiUA9OzZk9GjR5OSklLkXk3du3dnwIABQM6S34cOHWLJkiVyy7bnqlChAgEBAdJ7CwsLTp06xbZt2/D09OTff//l8ePHdO7cmZo1awJgZ2eXp63r1q1DR0eH2rVr06ZNGxITE6Vl3m1tbZk9ezZHjx6ladOmAHK9Z+bm5vzyyy8MGTIk3zYCHD58mOjoaBISErCxyVndyNLSUjofGBiIl5eXVK61tTWLFy+mdevWrFixQgxZFARBED4/5Wh+UWkoPyGdIAglcuPGDV69ekWTJk2kY3p6etja2sqlO3ToEE+fPqVjx44AVKpUifbt27Nu3boi63BycsrzvqAeJcjZwLhhw4YYGRmhra3Nr7/+SlpaGgAGBgb4+Pjg4uKCm5sbQUFBpKeny+U3NzdHR0dHem9sbEzt2rXl9i8yNjbm7t270vvDhw/Ttm1bqlWrho6ODn369OH+/fs8e/Ys3zbGxsZSvXp1KUh6V1xcHCEhIWhra0svFxcXsrOzSUlJKfDaC5KZmcm///4r93r58mWxyxEEQRAEoXSIQEkQBCBnEYcHDx6goaGBiooKKioq/PHHH6xfv57s7OxSqyc0NBQ/Pz/69+/PwYMHiY2N5YcffpALCoKDgzl16hTNmjVj69at2NjYcPr0ael8hQoV5MqUyWT5Hsttd2pqKp07d6ZevXrs2LGDc+fOsWzZMoACgxENDY1CryMjI4PBgwcTGxsrveLi4rh+/brUE1YcgYGB6Onpyb3WrFlT7HIEQRAE4YMRQ+8EQficWFpaUqFCBWJiYjAzMwNy9m26du0arVq1AuD+/fvs2bOH0NBQ7O3/t1lnVlYWLVq04ODBg7i6uhZYx+nTp/H29pZ77+jomG/aqKgomjVrxk8//SQdS05OzpPO0dERR0dHJkyYgJOTE5s3b+arr74q3sX/f+fOnSM7O5v58+dLvU65c6IKUq9ePf766y+uXbuWb69SgwYNiI+Px8rKqkRteteECRMYNWqU3LGkpKRSKVsQBEEQSsUXNvROBEqC8JnT0dGhb9++jBkzBgMDAypXrsyUKVNQUlKSFkjYuHEjhoaGeHp6yi2aANCxY0fWrl1baKC0fft2GjVqRIsWLdi0aRPR0dEFLgRhbW3Nhg0bOHDgABYWFmzcuJGYmBhpHlRKSgq//vorXbp0oWrVqiQmJnL9+nW5QKy4rKysePXqFUuWLMHNzY2oqChWrlxZaJ7WrVvTqlUrunXrxoIFC7CysuLq1avIZDJcXV0ZN24cX331Fb6+vgwYMAAtLS3i4+M5dOgQS5cuLXYb1dTUUFNTkzumqqpa7HIEQRAEQSgd5afvSxCEEluwYAFOTk507tyZdu3a0bx5c+zs7KQFB9atW8e3336bJ0gC6NatG3v37uWff/4psPyAgABCQ0OpV68eGzZsYMuWLdSuXTvftIMHD6Zr16706NGDpk2bcv/+fbneJU1NTa5evUq3bt2wsbFh0KBBDB06lMGDB5f4+h0cHFiwYAGzZ8+mTp06bNq0icDAwCLz7dixg8aNG9OrVy9q167N2LFjycrKAnJ6nI4dO8a1a9do2bIljo6OTJ48Oc8iGYIgCILw2RBD7wRBKO9CQkLk3uvo6LBp0ybp/dOnTwkICGDQoEEAXLx4scCyPD098fT0LLS+qlWrcvDgwXzPmZub8+bNG+m9mpoawcHBBAcHy6XLDVyMjY3ZtWtXgXXlt+nwu9cLeTfbHTlyJCNHjpQ71qdPnwLrgZyFJQpbzKJx48YFXjfkzI1629v3QRAEQRDKnS9s6J3sjfg/tyB89i5cuMDVq1dp0qQJjx8/Ztq0aURGRpKUlESlSpXeq2yZTMauXbvw8PAoMI25uTkjRozIs8Ht587Hx4dHjx6xe/duAJydnalfvz6LFi1SKP/ly2KndUEQBEExderU+eB1aHRVbH/Fojzf2b9UyvnQyk/flyAICvHx8ck3aJk3bx4ODg60a9eOp0+fcvz4cbkgKSkpiX79+mFmZoaamhrVqlWjbdu2bNq0idevX3/EKxAEQRAEoSySyWSl8iovxNA7QfgCODo6cu7cuQLPR0dH065dO+zt7Vm2bBm1atUC4OzZsyxbtow6derg4OCQb17RKf1hWdjYF53o/0u5dgUAq1qK/6qYdPVyifO81DZTKL1qRs4eWZ6b/1a4jm29q5a4XWUtT1lt18fKU1bb9bHylNV2faw8H7tdxua1FM5zJ/XqB2/bx77+D608BTmlQfQoCcJn7smTJ3h5eaGlpYWJiQkLFy7E2dlZGgb35s0bfHx8sLGxISoqCjc3N6ytrbG2tqZXr16cOHGCevXqFVi+s7Mzvr6++Pr6oqenR6VKlfD39y80gFqwYAF169ZFS0sLU1NTfvrpJzIyMqTzN2/exM3NjYoVK6KlpYW9vT1//PEHkDP3SCaTceDAARwdHdHQ0ODrr7/m7t277N+/Hzs7O3R1dendu7fcZrLh4eG0aNECfX19DA0N6dy5c77Lkr8tOzubOXPmYGVlhZqaGmZmZsyYMUM6f+vWLTw9PdHX18fAwAB3d/c885IEQRAEQSifRKAkCJ+5UaNGERUVxd69ezl06BDHjx/n/Pnz0vnY2FgSEhLw8/OT9hh6V1G/IK1fvx4VFRWio6MJCgpiwYIFhW6WqqSkxOLFi7ly5Qrr16/nyJEjjB07Vjo/dOhQMjMz+fPPP7l06RKzZ89GW1tbroypU6eydOlSTp48KQUsixYtYvPmzYSFhXHw4EGWLFkipX/69CmjRo3i7NmzREREoKSkxLffflvoZroTJkxg1qxZ+Pv7Ex8fz+bNmzE2Ngbg1atXuLi4oKOjw/Hjx4mKikJbWxtXV9cCN7EVBEEQhHJNVkqvckIMvROEz9iTJ09Yv349mzdvpm3btgAEBwfLLWF97do1AGxtbaVjd+/exdLSUno/Z84cuSW832VqasrChQuRyWTY2tpy6dIlFi5cyMCBA/NN//aiDubm5vzyyy8MGTKE5cuXA5CWlka3bt2oW7cugFxbcv3yyy80b94cgP79+zNhwgSSk5OltN999x1Hjx5l3LhxQM4y529bt24dRkZGxMfH5zsB9smTJwQFBbF06VL69u0LQM2aNWnRogUAW7duJTs7mzVr1kiBZHBwMPr6+kRGRvLNN98UeL8EQRAEoTwSQ+8EQfhs3Lhxg1evXtGkSRPpmJ6enlxQlB9DQ0NiY2OJjY1FX1+/yB6Sr776Su6Pp5OTE9evX5f2HHrX4cOHadu2LdWqVUNHR4c+ffpw//59aajcsGHDpEBoypQp+S5f/vZwQGNjYzQ1NeUCKmNjY+7evSu9v379Or169cLS0hJdXV3Mzc2BnKAsPwkJCWRmZkoB5rvi4uJISkpCR0cHbW1ttLW1MTAw4MWLF0UO6ctPZmYm//77r9xL9EwJgiAIZcmXtpiDCJQE4QtnbW0NQGJionRMWVkZKysrrKysUFEp3Y7n1NRUOnfuTL169dixYwfnzp1j2bJlAFJgMGDAAG7cuEGfPn24dOkSjRo1khtGB1ChQgXp3zKZTO597rG3h9W5ubnx4MEDVq9ezZkzZzhz5oxcne/S0NAo9DoyMjJo2LChFFDmvq5du0bv3r0VvBv/ExgYiJ6entyrsOGLgiAIgiB8WCJQEoTPmKWlJRUqVCAmJkY69vjxY2m4HeSsiFerVi3mzZtX6HydwuQGHblOnz6NtbU1ysrKedKeO3eO7Oxs5s+fz1dffYWNjQ1//513NTRTU1OGDBnCzp07GT16NKtXry5R2wDu379PYmIikyZNom3bttjZ2fHw4cNC81hbW6OhoUFERES+5xs0aMD169epXLmyFFTmvvT09IrdxgkTJvD48WO514ABA4pdjiAIgiB8KKJHSRCEz4aOjg59+/ZlzJgxHD16lCtXrtC/f3+UlJSkP1QymYzg4GASExNp3rw5e/fu5fr168THx7Ny5Uru3buXb8DztrS0NEaNGkViYiJbtmxhyZIlDB8+PN+0VlZWvHr1iiVLlnDjxg02btzIypUr5dKMGDGCAwcOkJKSwvnz5zl69Ch2dnYlvg8VK1bE0NCQX3/9laSkJI4cOcKoUaMKzaOurs64ceMYO3YsGzZsIDk5mdOnT7N2bc5me15eXlSqVAl3d3eOHz9OSkoKkZGRDBs2jL/++qvYbVRTU0NXV1fupaqqWqLrFQRBEIQPQQRKgiB8VhYsWICTkxOdO3emXbt2NG/eHDs7O9TV1aU0X331FefOncPW1pahQ4dSu3ZtmjVrxpYtW1i4cCE//vhjoXV4e3vz/PlzmjRpwtChQxk+fDiDBg3KN62DgwMLFixg9uzZ1KlTh02bNhEYGCiXJisri6FDh2JnZ4erqys2NjbSQg8loaSkRGhoKOfOnaNOnTqMHDmSuXPnFpnP39+f0aNHM3nyZOzs7OjRo4c070lTU5M///wTMzMzunbtip2dHf379+fFixfo6uqWuK2CIAiCIJQNYtU7QfjMhISEyL3X0dFh06ZN0vunT58SEBCQJ5CxsbHJk1dRFSpUYNGiRaxYsSLf8+/uLTRy5EhGjhwpd6xPnz7Sv9+dj/Q2Z2fnPHs0+fj44OPjI3ds6tSpTJ06VXrfrl074uPj5dIUtVmukpISEydOZOLEifmer1KlCuvXry8w/7v3MzIystD6BEEQBKFMKz+dQaVC9qaobwqCIJRrFy5c4OrVqzRp0oTHjx8zbdo0IiMjSUpKolKlSu9dvrOzM/Xr12fRokXv39gCREZG0qZNGx4+fIi+vj4hISGMGDGCR48evVe5U6dOZcWKFdy9e5ddu3bh4eFRKu0tLZcvf5yd1gVBEITyL7+tLkqbvtdvpVLOo03fl0o5H5oYeicIX4B58+bh4OBAu3btePr0KcePHy9WkOTj44NMJmPIkCF5zl2/fp2goKA8PTplXUJCAgEBAaxatYr09HQ6dOjwwery8fEpc0GYIAiCIAiFE0PvBOEz5+joyLlz5967HFNTU0JDQ1m4cKG0dPaLFy949uwZZmZm713+x5a715G7u3uZnlhqVUvxXwiTrl4uk3nepw6v7XcUzrOpu3GJ6ymr1/+x8lSvqfhiKX8lJxSrnvJw/TVtFc+TnFiy529hY69wHSnXrhSrjrfrKavXX5af/+f03/+HVpb/f/khiB4lQRAU0qBBA0xNTdm5c6d0bOfOnZiZmeHo6Fhk/qioKJydndHU1KRixYq4uLhIS3RnZ2cTGBiIhYUFGhoaODg48Pvvv79Xey9dusTXX3+NhoYGhoaGDBo0iIyMDCBnyJ2bmxuA3AqA+dm7dy/W1taoq6vTpk0b1q9fj0wmk4b9TZ06lfr168vlWbRokbSh7dSpU1m/fj179uyRVvsRc5UEQRCE8kiseicIglCAfv36ERwcLL1ft24dP/zwQ5H5YmNjadu2LbVr1+bUqVOcOHECNzc3srKygJzNVjds2MDKlSu5cuUKI0eO5Pvvv+fYsWMlaufTp09xcXGhYsWKxMTEsH37dg4fPoyvry8Afn5+0nWkp6eTnp6ebzkpKSl89913eHh4EBcXx+DBgwtc2KEgfn5+eHp64urqKtXVrFmzEl2XIAiCIAgfjxh6JwiCwr7//nsmTJjAzZs3gZxeotDQ0CJ7SObMmUOjRo3klvi2t88ZhpKZmcnMmTM5fPgwTk5OQM5GuSdOnGDVqlW0bt262O3cvHkzL168YMOGDWhpaQGwdOlS3NzcmD17NsbGxujr6wM5K9cVZNWqVdja2kpLidva2nL58mVmzJihcFu0tbXR0NAgMzOz0LoEQRAEoawrT71BpUEESoIgKMzIyIhOnToREhLCmzdv6NSpk0KLQsTGxtK9e/d8zyUlJfHs2TPat28vd/zly5cKDenLT0JCAg4ODlKQBNC8eXOys7NJTEzE2NhYoXISExNp3Lix3LEmTZqUqE1FyczMJDMzU+7Yy5cvP0hdgiAIglAiX1acJAIlQRCKp1+/ftIQtmXLlimUJ3fxh/zkzhsKCwujWrVqcufU1NRK2MqPR0lJKc9+TK9evSp2OYGBgQQEBMgd+/HHH1mwuOQb7QqCIAhCafrSepTEHCVBEIrF1dWVly9f8urVK1xcXBTKU69ePSIiIvI9V7t2bdTU1EhLS8PKykruZWpqWqI22tnZERcXx9OnT6VjUVFRKCkpYWtrq3A5tra2nD17Vu5YTEyM3HsjIyNu374tFyzFxsbKpVFVVZXmYxVkwoQJPH78WO41YMAAhdsqCIIgCELpEoGSIAjFoqysTEJCAvHx8SgrKyuUZ8KECcTExPDTTz9x8eJFrl69yooVK/jnn3/Q0dHBz8+PkSNHsn79epKTkzl//jxLlixh/fr1JWqjl5cX6urq9O3bl8uXL3P06FF+/vln+vTpo/CwO4DBgwdz9epVxo0bx7Vr19i2bRshISHA/35Vc3Z25t69e8yZM4fk5GSWLVvG/v375coxNzfn4sWLJCYm8s8//+Tb46Smpoaurq7cS1VVtUTXLwiCIAgfglj1ThAEoQi5X+QVZWNjw8GDB4mLi6NJkyY4OTmxZ88eVFRyRv9Onz4df39/AgMDsbOzw9XVlbCwMCwsLErUPk1NTQ4cOMCDBw9o3Lgx3333HW3btmXp0qXFKsfCwoLff/+dnTt3Uq9ePVasWCGtepc7LNDOzo7ly5ezbNkyHBwciI6Oxs/PT66cgQMHYmtrS6NGjTAyMiIqKqpE1yUIgiAIn9KXFiiJOUqCIBQptxelILt37y6yjNatWxcYIMhkMoYPH87w4cPzPe/s7Cw3tM3HxwcfH59C66tbty5Hjhwp8LyHh0eeuUX56dKlC126dJHez5gxg+rVq6Ouri4dGzJkCEOGDJHL95///Ef6t5GREQcPHiyyLkEQBEEQ8rds2TLmzp3L7du3cXBwYMmSJYUusLRo0SJWrFhBWloalSpV4rvvviMwMFDu/99Fkb1R5JuCIAjF9uzZM/r06cOhQ4d48uQJDx8+lJakLkhISAgjRoyQ28x09+7d0pwXHx8fHj16pFBgooh36ytNzs7O1K9fn0WLFpW4jHev/1NYvnw5jRs3xtDQkKioKH7++Wd8fX355Zdfiswrk8nYtWsXHh4epKamYmFhwYULF/JsUFuQy5c/zk7rgiAIQvlXp06dD15H5f7bSqWcu2s9i5V+69ateHt7s3LlSpo2bcqiRYvYvn07iYmJVK5cOU/6zZs3069fP9atW0ezZs24du0aPj4+9OzZkwULFihcr+hREoQiFNVFPGXKFKZOnZrn+Pr16zl+/DgnT56kUqVK6OnpvXdbgoKCFOoFEUrP9evX+eWXX3jw4AFmZmaMHj2aCRMmfOpmCYIgCMJH96mGzS1YsICBAwdKm9yvXLmSsLAw1q1bx/jx4/OkP3nyJM2bN6d3795AzlzhXr16cebMmWLVKwIlQShCenq69O+tW7cyefJkEhMTpWPa2tr55ktOTsbOzq5Uf+EpjWCrtL18+bJcLzrw5s0bsrKypPlS71q4cCELFy78yK36n5q2in9+khNzeqCqWtgpnOfvlAQAzKxqK5wnLSkeAKtairUt6erlYqV/3zy//634svLfVc3Zu8q4Ri2F89y5ebVYbfvY11/W8rxPHUZmiq9SeS8tscT1lNXr/xzylNV2vW+eitVtFEr/8K9rH7Vd5UV+eweqqanluy3Iy5cvOXfunNyPlEpKSrRr145Tp07lW36zZs347bffiI6OpkmTJty4cYM//viDPn36FKudYjEHQShClSpVpJeenh4ymUzuWH6BkrOzM/Pnz+fPP/9EJpPh7OwMwMOHD/H29qZixYpoamrSoUMHrl+/rnBbfHx88PDwkN5nZ2czZ84crKysUFNTw8zMjBkzZgAQGRmJTCaTG1YXGxuLTCYjNTU13/KTk5Nxd3fH2NgYbW1tGjduzOHDh+XSmJubM336dLy9vdHV1WXQoEEFtjc7O5uxY8diYGBAlSpV8vS8PXr0iAEDBmBkZISuri5ff/01cXFxRV5/QECAlGfIkCFyG7NmZ2cTGBiIhYUFGhoaODg48Pvvv0vnc+/L/v37adiwIWpqapw4cSLf+v766y969eqFgYEBWlpaNGrUSO7XqD179tCgQQPU1dWxtLQkICCA169fF9h+QRAEQSjPSmsxh8DAQPT09ORegYGB+db5zz//kJWVlWfVWmNjY27fvp1vnt69ezNt2jRatGhBhQoVqFmzJs7OznLzhxUhAiVB+AB27tzJwIEDcXJyIj09nZ07dwI5X/TPnj3L3r17OXXqFG/evKFjx44l2qAUcpbdnjVrFv7+/sTHx7N58+ZiLX/9royMDDp27EhERAQXLlzA1dUVNzc30tLS5NLNmzcPBwcHLly4gL+/f4HlrV+/Hi0tLc6cOcOcOXOYNm0ahw4dks53796du3fvsn//fs6dO0eDBg1o27YtDx48KLDMiIgIEhISiIyMZMuWLezcuVNuo9bAwEA2bNjAypUruXLlCiNHjuT777/n2LFjcuWMHz+eWbNmkZCQQL169fK9F61bt+a///0ve/fuJS4ujrFjx5KdnQ3A8ePH8fb2Zvjw4cTHx7Nq1SpCQkKkQFUQBEEQPjelFSjlt3dgaQ5rj4yMZObMmSxfvpzz58+zc+dOwsLCmD59erHKEUPvBOEDMDAwQFNTE1VVVapUqQLkzHXZu3cvUVFRNGvWDIBNmzZhamrK7t276d69e7HqePLkCUFBQSxdupS+ffsCULNmTVq0aFHidjs4OODg4CC9nz59Ort27WLv3r34+vpKx7/++mtGjx5dZHn16tVjypQpAFhbW7N06VIiIiJo3749J06cIDo6mrt370pd7fPmzWP37t38/vvvBfZUqaqqsm7dOjQ1NbG3t2fatGmMGTOG6dOn8+rVK2bOnMnhw4dxcnICwNLSkhMnTrBq1Spat24tlTNt2jTat29fYNs3b97MvXv3iImJwcDAAAArKyvpfEBAAOPHj5fuvaWlJdOnT2fs2LHSNQuCIAiCkFdBw+zyU6lSJZSVlblz547c8Tt37kjfsd7l7+9Pnz59pI3b69aty9OnTxk0aBATJ05ESUmxviIRKAnCR5KQkICKigpNmzaVjhkaGmJra0tCQkKJysvMzKRt27al1saMjAymTp1KWFgY6enpvH79mufPn+fpUWrUqJFC5b3bU2NiYsLdu3cBiIuLIyMjA0NDQ7k0z58/Jzk5ucAyHRwc0NTUlN47OTmRkZHBrVu3yMjI4NmzZ3kCoJcvX+Lo6Fisa4iNjcXR0VEKkt4VFxdHVFSUXA9SVlYWL1684NmzZ3JtVER+47XfHlIoCIIgCJ/ap1jMQVVVlYYNGxIRESFNP8jOziYiIkLuR9y3PXv2LE8wpKysDFCsRbFEoCQI5ZSGhkah53P/QLz9B6GoIX5+fn4cOnSIefPmYWVlhYaGBt99912eL+xaWloKtbFChQpy72UymTR0LSMjAxMTEyIjI/PkK2oZ9YJkZGQAEBYWRrVq1eTOvfvLVVHXUNT9zcjIICAggK5du+Y5V5w9GnIFBgbKDSEE+PHHH5kftLzYZQmCIAjCB/GJ9oodNWoUffv2pVGjRjRp0oRFixbx9OlTaRU8b29vqlWrJs1zcnNzY8GCBTg6OtK0aVOSkpLw9/fHzc1NCpgUIQIlQfhI7OzseP36NWfOnJGG3t2/f5/ExERq11Z8xbFc1tbWaGhoEBERIXUtv83IyAjIWbWvYsWKAEXuRxQVFYWPjw/ffvstkBMMFLTww/tq0KABt2/fRkVFBXNzc4XzxcXF8fz5cymQOX36NNra2piammJgYICamhppaWlyw+xKol69eqxZs4YHDx7k26vUoEEDEhMT5YbjvY8JEyYwatQouWNJSUmlUrYgCIIglIZPtTx4jx49uHfvHpMnT+b27dvUr1+f8PBwaV52WlqaXA/SpEmTkMlkTJo0if/+978YGRnh5uZW7HnEIlAShI/E2toad3d3Bg4cyKpVq9DR0WH8+PFUq1YNd3f3Ypenrq7OuHHjGDt2LKqqqjRv3px79+5x5coV+vfvj5WVFaampkydOpUZM2Zw7do15s+fX2Qbd+7ciZubGzKZDH9/f6kHqLS1a9cOJycnPDw8mDNnDjY2Nvz999+EhYXx7bffFjg07uXLl/Tv359JkyaRmprKlClT8PX1RUlJCR0dHfz8/Bg5ciTZ2dm0aNGCx48fExUVha6urjSfSBG9evVi5syZeHh4EBgYiImJCRcuXKBq1ao4OTkxefJkOnfujJmZGd999x1KSkrExcVx+fJlhTajfVd+47XL87LrgiAIglCafH19Cxxq9+7oFBUVFaZMmfLec4bFqneC8BEFBwfTsGFDOnfujJOTE2/evOGPP/7IM0RNUf7+/owePZrJkydjZ2dHjx49pDlAFSpUYMuWLVy9epV69eoxe/bsIr/AL1iwgIoVK9KsWTPc3NxwcXGhQYMGJWpbUWQyGX/88QetWrXihx9+wMbGhp49e3Lz5s1CV+5r27Yt1tbWtGrVih49etClSxe5ZcenT5+Ov78/gYGB2NnZ4erqSlhYGBYWFsVqn6qqKgcPHqRy5cp07NiRunXrMmvWLKnL3sXFhX379nHw4EEaN27MV199xcKFC6lRo0aJ7ocgCIIglHWltepdeSF7U5wZTYIgCJ+Qj48Pjx49Yvfu3Z+6KR/F5cvlawNBQRAE4dMpzQ3uC2I6dE+plHNrWfFH0nwKZaJHSSaTldkvPvlt2vmlCgkJUWiSfVl9nsVt14d89mX1Hn0sqampyGQyac5USe71u5vvCoIgCIIglKaPOkdp6tSp7N69O8+E8rcnm5eGyMhI2rRpw8OHD0u8elZxXbhwgZkzZ/Lnn3/y+PFjTE1NcXZ2ZsyYMdjY2JCamio39EdbWxszMzOcnZ0ZMWIE1tbW+ZYbFRVF69atqVOnTpET8T+0Hj160LFjR+n9x3qeQv5Ko3clJCREWjGmICkpKcVabEEoXTVtFf+FMDkxpwfKyMxW4Tz30hIBUDZQfGhi1oMUAKxqKda2pKuXi5X+ffNUKsb1//P/r/9qlmERKf+nlvJ9QPFnk/tcPtb1l7U8H/tZfk7X/znkKavtet88iv7NyP178bHa9cGVn1FzpaJM9ChVqVJF4U2nyqJ9+/bx1VdfkZmZyaZNm0hISOC3335DT08Pf39/ubSHDx8mPT2duLg4Zs6cSUJCAg4ODkREROQp99GjR3h7e5fqPjnvQ0NDg8qVKxeZrrw/zy9Jjx49SE9Pl15OTk4MHDhQ7pipqemnbqYkJCTki+6JEwRBEIRP6Uubo1SsQCk8PJwWLVqgr6+PoaEhnTt3zrMx5F9//UWvXr0wMDBAS0uLRo0acebMGUJCQggICCAuLk66SSEhIYD8MKRmzZoxbtw4uTLv3btHhQoV+PPPPwHYuHEjjRo1QkdHhypVqtC7d29pAntqaipt2rQBoGLFishkMnx8fICczakCAwOxsLBAQ0MDBwcHfv/9d7m6/vjjD2xsbNDQ0KBNmzZFLo387NkzfvjhBzp27MjevXtp164dFhYWNG3alHnz5rFq1Sq59IaGhlSpUgVLS0vc3d05fPgwTZs2pX///mRlZcmlHTJkCL1798bJyanQNuQyNzdn+vTp9OrVCy0tLapVq8ayZcvk0qSlpeHu7o62tja6urp4enrK7XQcFxdHmzZt0NHRQVdXl4YNG3L27FlAfuhdaT7PzMxM/Pz8qFatGlpaWjRt2jTfvXUKExMTQ/v27alUqRJ6enq0bt2a8+fPF5g+d+hXaGgozZo1Q11dnTp16nDs2LE8ac+dO0ejRo3Q1NSkWbNmJCYmSueSk5Nxd3fH2NgYbW1tGjduzOHDhxVqc3p6Oh06dEBDQwNLS8s8n8Vbt27h6emJvr4+BgYGuLu7S5/HqVOnsn79evbs2SPd/9x7Nm7cOGxsbNDU1MTS0hJ/f/8C90/S0NCgSpUq0ktVVRVNTU25YwXtN3DlyhU6d+6Mrq4uOjo6tGzZUu7vwZo1a7Czs0NdXZ1atWqxfPmH2Q9o3rx5mJiYYGhoyNChQ+WuNb8hjvr6+tJnNfdzsG3bNlq2bImGhgaNGzfm2rVrxMTE0KhRI7S1tenQoQP37t2TylDk8yaTyVizZg3ffvstmpqaWFtbs3fv3g9yDwRBEARBKH3FCpSePn3KqFGjOHv2LBERESgpKfHtt9/KbSDZunVr/vvf/7J3717i4uIYO3Ys2dnZ9OjRg9GjR2Nvby/9Ut2jR488dXh5eREaGiq3SebWrVupWrUqLVu2BHI2zZw+fTpxcXHs3r2b1NRUKRgyNTVlx44dACQmJpKenk5QUBCQs6Hjhg0bWLlyJVeuXGHkyJF8//330pfjW7du0bVrV9zc3IiNjWXAgAGMHz++0Hty4MAB/vnnH8aOHZvv+aKG/ikpKTF8+HBu3rzJuXPnpOPBwcHcuHGj2Msazp07FwcHBy5cuMD48eMZPnw4hw4dAnICRXd3dx48eMCxY8c4dOgQN27ckHsOXl5eVK9enZiYGM6dO8f48ePzXZGtNJ+nr68vp06dIjQ0lIsXL9K9e3dcXV25fv26wtf95MkT+vbty4kTJzh9+jTW1tZ07NiRJ0+eFJpvzJgxjB49mgsXLuDk5ISbmxv379+XSzNx4kTmz5/P2bNnUVFRoV+/ftK5jIwMOnbsSEREBBcuXMDV1RU3NzfS0tKKbLO/vz/dunUjLi4OLy8vevbsSUJCApDzGXdxcUFHR4fjx48TFRWFtrY2rq6uvHz5Ej8/Pzw9PXF1dZXuf+7eTDo6OoSEhBAfH09QUBCrV69m4cKFCt9LRfz3v/+lVatWqKmpceTIEc6dO0e/fv14/fo1AJs2bWLy5MnMmDGDhIQEZs6cib+/P+vXry/Vdhw9epTk5GSOHj3K+vXrCQkJkYKg4pgyZQqTJk3i/PnzqKio0Lt3b8aOHUtQUBDHjx8nKSmJyZMnS+kV/bwFBATg6enJxYsX6dixI15eXjx48OB9L1sQBEEQPokvrUepWHOUunXrJvd+3bp1GBkZER8fT506ddi8eTP37t0jJiZG2qDx7c0YtbW1UVFRoUqVKgXW4enpyYgRIzhx4oT0RXrz5s306tVLurFvf1G1tLRk8eLFNG7cmIyMDLS1taW6K1euLAUqmZmZzJw5k8OHD0s9NJaWlpw4cYJVq1bRunVrVqxYQc2aNaW9Zmxtbbl06RKzZ88usL25X+Zr1apV9A0sQG7e1NRUmjRpwvXr1xk/fjzHjx9HRaV408iaN28uBXc2NjZERUWxcOFC2rdvT0REBJcuXSIlJUUaTrVhwwbs7e2JiYmhcePGpKWlMWbMGKlNBc2d0tDQKJXnmZaWRnBwMGlpaVStWhUAPz8/wsPDCQ4OZubMmQpd99dffy33/tdff0VfX59jx47RuXPnAvP5+vpKn+sVK1YQHh7O2rVr5QLfGTNmSJuXjh8/nk6dOvHixQvU1dVxcHDAwcFBSjt9+nR27drF3r17C1zrP1f37t2ljWKnT5/OoUOHWLJkCcuXL2fr1q1kZ2ezZs0a6XMfHByMvr4+kZGRfPPNN2hoaJCZmZnn/k+aNEn6t7m5OX5+foSGhhYYzJfEsmXL0NPTIzQ0VAqkbWxspPNTpkxh/vz5dO3aFQALCwvi4+NZtWpVsfYyKkrFihVZunQpysrK1KpVi06dOhEREcHAgQOLVY6fnx8uLi4ADB8+nF69ehEREUHz5s0B6N+/v1wApujnzcfHh169egEwc+ZMFi9eTHR0NK6urnnakJmZSWZmptyxly9fFus6BEEQBOFDKk9BTmkoVo/S9evX6dWrF5aWlujq6koTvHN/PY+NjcXR0THfXewVZWRkxDfffMOmTZuAnInkp06dwsvLS0pz7tw53NzcMDMzQ0dHR/oSW9iv+ElJSTx79oz27dujra0tvTZs2CANF0pISKBp06Zy+Yoa9lYaq6vnliGTycjKyqJ3794EBATIffF826ZNm+Su4fjx4wW218nJSeqlSEhIwNTUVG7OSe3atdHX15fSjBo1igEDBtCuXTtmzZqVZ2hlcRX1PC9dukRWVhY2NjZy13Ts2LFi1X3nzh0GDhyItbU1enp66OrqkpGRUWTPztv3S0VFhUaNGkn3Ile9evWkf5uYmABIQz0zMjLw8/PDzs4OfX19tLW1SUhIkOqdOXOm3HW93Z7CnlVcXBxJSUno6OhIeQ0MDHjx4kWR92Xr1q00b96cKlWqoK2tzaRJkxTq4SqO2NhYWrZsmW9v49OnT0lOTqZ///5y1/7LL7+89+fpXfb29nJDA01MTKRnUxxvP+PcPZzq1q0rd+ztchX9vL1drpaWFrq6ugW2LzAwED09PbnXmjVrin0tgiAIgiCUjmJ1V7i5uVGjRg1Wr15N1apVyc7Opk6dOtKvnhoaGqXSKC8vL4YNG8aSJUvYvHkzdevWlb60PH36FBcXF1xcXNi0aRNGRkakpaXh4uJS6K+vGRkZAISFhVGtWjW5c++z8EBuMHP16lWF5xK9K/fLsYWFBU+ePOHs2bNcuHBB6pHIzs7mzZs3qKiocPDgQbp06SIX0L17Pe9j6tSp9O7dm7CwMPbv38+UKVMIDQ3l22+/LXGZhT3PjIwMlJWVOXfuXJ65MNra2grX0bdvX+7fv09QUBA1atRATU0NJyenUvlF/u1gIPeXlNzhpn5+fhw6dIh58+ZhZWWFhoYG3333nVTvkCFD8PT0lPLn9poVJSMjg4YNG0oB5tuMjIwKzJcbhAYEBODi4iL1+uT2kpaWwv5bz/1vbfXq1Xl+eChovlNJvRuoyWQy6dnkvn/3x4z85mvl94zfPfZ2uYp+3opq39smTJjAqFGj5I4lJSXlm1YQBEEQPoUvrUdJ4UDp/v37JCYmsnr1amkI1YkTJ+TS1KtXjzVr1vDgwYN8e5VUVVXzLFiQH3d3dwYNGkR4eDibN2/G29tbOnf16lXu37/PrFmzpJ6R3MUG3q4HkKurdu3aqKmpkZaWJvVAvcvOzi7PZOvTp08X2tZvvvmGSpUqMWfOHHbt2pXn/KNHjwqdp5Sdnc3ixYuxsLDA0dERmUzGpUuX5NIsX76cI0eO8Pvvv2NhYYGWlhY6Ojr5lvdue0+fPo2dnZ10fbdu3eLWrVvSvYuPj+fRo0fUrl1bymNjY4ONjQ0jR46kV69eBAcH5xsolcbzdHR0JCsri7t370qfq5KIiopi+fLl0vLlt27d4p9//iky3+nTp2nVqhUAr1+/5ty5c0UOmXu3Xh8fH+n+ZGRkyC0AYmBgUGAP6+nTp+XuxenTp3F0dASgQYMGbN26lcqVK6Orq5tv/vzu/8mTJ6lRowYTJ06Ujt28eVPh61FUvXr1WL9+Pa9evcoTDBgbG1O1alVu3Lgh1xP8KRgZGZGeni69v379Os+ePXvvckv6eSuMmppanh9tcv+WCYIgCEKZ8GXFSYoPvatYsSKGhob8+uuvJCUlceTIkTy/fvbq1YsqVarg4eFBVFQUN27cYMeOHZw6dQrImS+RkpJCbGws//zzT57x+Lm0tLTw8PDA39+fhIQEaYw/gJmZGaqqqixZsoQbN26wd+9epk+fLpe/Ro0ayGQy9u3bx71798jIyEBHRwc/Pz9GjhzJ+vXrSU5O5vz58yxZskSaYD5kyBCuX7/OmDFjSExMZPPmzUVODNfS0mLNmjWEhYXRpUsXDh8+TGpqKmfPnmXs2LEMGTJELv39+/e5ffu21PZ27doRHR3N2rVrUVZWRklJiTp16si9KleuLK3KpqWlVWh7oqKimDNnDteuXWPZsmVs376d4cOHA9CuXTvq1q2Ll5cX58+fJzo6Gm9vb1q3bk2jRo14/vw5vr6+REZGcvPmTaKiooiJiZECrXeVxvO0sbHBy8sLb29vdu7cSUpKCtHR0QQGBhIWFlbotb7N2tqajRs3kpCQwJkzZ/Dy8lKoh3PZsmXs2rWLq1evMnToUB4+fCg3B06Renfu3ElsbCxxcXH07t27wB6Dd23fvp1169Zx7do1pkyZQnR0tBSkeXl5UalSJdzd3Tl+/DgpKSlERkYybNgw/vrrLyDn/l+8eJHExET++ecfXr16hbW1NWlpaYSGhpKcnMzixYvzDeDfl6+vL//++y89e/bk7NmzXL9+nY0bN0orAgYEBBAYGMjixYu5du0aly5dIjg4mAULFpR6Wwrz9ddfs3TpUi5cuMDZs2cZMmRIvsMFi6uknzdBEARBKM++tMUcFA6UlJSUCA0N5dy5c9SpU4eRI0cyd+5cuTSqqqocPHiQypUr07FjR+rWrcusWbOk4TbdunXD1dWVNm3aYGRkxJYtWwqsz8vLi7i4OFq2bImZmZl03MjIiJCQELZv307t2rWZNWsW8+bNk8tbrVo1AgICGD9+PMbGxtKXz+nTp+Pv709gYCB2dna4uroSFhYmbQRrZmbGjh072L17Nw4ODqxcuVKhxQTc3d05efIkFSpUoHfv3tSqVYtevXrx+PFjfvnlF7m07dq1w8TEhLp16zJ+/Hjs7Oy4ePGitKT5+xo9ejRnz57F0dGRX375hQULFkiT1GUyGXv27KFixYq0atWKdu3aYWlpydatW4GcYVH379/H29sbGxsbPD096dChAwEBAfnWVRrPE3IWKfD29mb06NHY2tri4eFBTEyMXLq3lx/Pz9q1a3n48CENGjSgT58+DBs2TKE9n2bNmsWsWbNwcHDgxIkT7N27l0qVKhWZL9eCBQuoWLEizZo1w83NDRcXFxo0aKBQ3oCAAEJDQ6lXrx4bNmxgy5YtUs+epqYmf/75J2ZmZnTt2hU7Ozv69+/PixcvpB6mgQMHYmtrS6NGjTAyMiIqKoouXbowcuRIfH19qV+/PidPnsyzl1dpMDQ05MiRI9JKlw0bNmT16tVSEDJgwADWrFlDcHAwdevWpXXr1oSEhMhtulyUop65IubPn4+pqSktW7akd+/e+Pn5oamp+V5lQsk/b4IgCIIglB+yN6WxGoFQJpibmzNixAhGjBjxqZtSqlJSUrCxsSE+Pr7AVfiKKzU1FQsLCy5cuED9+vVLpUyh9HyIZ14eXb78kXZaFwRBEMq9OnXqfPA6ao7eXyrlJM/vUCrlfGjFWvVOED6FP/74g0GDBn2WX5jNzc1ZtGjRR60zd5PV2NjYYuX7WG11dnamX79+hT5zRa/B2dn5k/5w8G79n+J5C4IgCEJpkclK51VeFG+THkH4BIYOHfqpm/DeQkJCGDFiBI8ePZI7HhMTU+S8sy+Rg4NDoQGFqakp6enp0jDJyMhI2rRpw8OHD+UWT9m5c2epzEn6lKxqKf4LYdLVy2Uyz/vUUc0y/zmS+fnvjYQS11OSPH133VMo/fpvjT5qu8pano/drrL2mSmrz+XtPFpVrIpI+T9Pb+esxpmpbVZEyhxqGWklbtfnkOdjt0soXSJQ+oy8vdqaUDhzc/NS2QPrfRW21LeQv5cvX6KqqlroRse53mdPN0EQBEEQ5JWnhRhKgxh6J5Rp2dnZzJkzBysrK9TU1DAzM2PGjBnS+UuXLvH111+joaGBoaEhgwYNkvbxAfDx8cHDw4N58+ZhYmKCoaEhQ4cOlfbS+c9//pNnrx/I6dGYNm2a9H7NmjXY2dmhrq5OrVq1WL58uXQudxjYzp07adOmDZqamjg4OEirPUZGRvLDDz/w+PFjabWXqVOnAnmHYqWlpeHu7o62tja6urp4enpy584d6fzUqVOpX78+GzduxNzcHD09PXr27MmTJ0+kNOHh4bRo0QJ9fX0MDQ3p3LlzsTd6vXv3Lm5ubmhoaGBhYZHvfk6PHj1iwIABGBkZoaury9dff01cXFyx2vr06VO8vb3R1tbGxMQk3/2ezM3NmT59Ot7e3ujq6jJo0CC5oXepqanSYigVK1ZEJpPh4+MD5B36lpmZybhx4zA1NUVNTQ0rKyvWrl1b4H0oKv3ly5fp0KED2traGBsb06dPn/deJlwQBEEQyqovbeidCJSEMm3ChAnMmjULf39/4uPj2bx5M8bGxsD/Nh+uWLEiMTExbN++ncOHD+fZB+no0aMkJydz9OhR1q9fT0hIiLSampeXF9HR0XKBxJUrV7h48SK9e/cGYNOmTUyePJkZM2aQkJDAzJkz8ff3l5aVzzVx4kT8/PyIjY3FxsaGXr168fr1a5o1a8aiRYvQ1dUlPT2d9PR0/Pz88lxrdnY27u7uPHjwgGPHjnHo0CFu3LhBjx495NIlJyeze/du9u3bx759+zh27BizZs2Szj99+pRRo0Zx9uxZIiIiUFJS4ttvv1V42XLICTBv3brF0aNH+f3331m+fDl3796VS9O9e3fu3r3L/v37OXfuHA0aNKBt27Y8ePBA4baOGTOGY8eOsWfPHg4ePEhkZCTnz5/P05558+bh4ODAhQsX8qziZ2pqyo4dOwBITEwkPT2doKCgfK/L29ubLVu2sHjxYhISEli1alWhGxsXlv7Ro0d8/fXXODo6cvbsWcLDw7lz547cBsOCIAiCIJRfYuidUGY9efKEoKAgli5dSt++fQGoWbMmLVq0AGDz5s28ePGCDRs2SPN8li5dipubG7Nnz5YCqooVK7J06VKUlZWpVasWnTp1IiIigoEDB2Jvb4+DgwObN2+WvoBv2rSJpk2bYmWVM2Z7ypQpzJ8/n65duwJgYWFBfHw8q1atktoF4OfnR6dOnYCcpb/t7e1JSkqiVq1a6OnpIZPJCh0uFhERwaVLl0hJSZE2BN6wYQP29vbExMTQuHFjICegCgkJkTYd7tOnDxEREVJPW7du3eTKXbduHUZGRsTHxyu0Is61a9fYv38/0dHRUp1r166V20/rxIkTREdHc/fuXWmT1Hnz5rF7925+//13Bg0aVGRbMzIyWLt2Lb/99htt27YFYP369VSvXj1Pm77++mtGjx4tvX97mKmysrI0xK5y5coFbvB87do1tm3bxqFDh2jXrh0AlpaWhd6HwtIvXboUR0dHuS0E1q1bh6mpKdeuXcPGxqbAsvOTmZmZZy+yly9fFqsMQRAEQfiQxNA7QSgjEhISyMzMlL5E53fewcFBbjGE5s2bk52dLW18CmBvby/t5QVgYmIi1zvi5eXF5s2bAXjz5g1btmzBy8sLyOmdSU5Opn///mhra0uvX375Jc9wtnr16snVAeTphSnqek1NTaUgCaB27dro6+uTkJAgHTM3N5cCj/yu5/r16/Tq1QtLS0t0dXUxNzcHcob1KdoOFRUVGjZsKB2rVauWXAASFxdHRkYGhoaGcvclJSVF7r4U1tbk5GRevnwpN/TRwMAAW1vbPG1q1KiRQm0vTGxsLMrKyrRu3bpU0sfFxXH06FG5669VqxZAsYc6AgQGBqKnpyf3WrNmTbHLEQRBEIQP5Usbeid6lIQyS0NDo1TKeXfVM5lMJjcMrVevXowbN47z58/z/Plzbt26JQ13y53vtHr16jxzmd4Ovt6tJ/cXl+IMd1NUUdfj5uZGjRo1WL16NVWrViU7O5s6deqUau9ERkYGJiYmREZG5jn3dkBVVFsVVRorAxb381RU+oyMDKn38l25gXJxTJgwgVGjRskdS0pKKnY5giAIgiCUDhEoCWWWtbU1GhoaREREMGDAgDzn7ezsCAkJ4enTp9IX6aioKJSUlPLtlShI9erVad26NZs2beL58+e0b9+eypUrA2BsbEzVqlW5ceOG1MtUEqqqqmRlZRWaxs7Ojlu3bnHr1i2pVyk+Pp5Hjx5Ru3Ztheq5f/8+iYmJrF69mpYtWwI5w+SKo1atWrx+/Zpz585JQ+8SExPlljZv0KABt2/fRkVFReqxKq6aNWtSoUIFzpw5g5lZzjKzDx8+5Nq1awr3+uRSVVUFKPQe161bl+zsbI4dOyYNpStMUekbNGjAjh07MDc3R0Xl/f+UqqmpScMYc+VelyAIgiCUBUpK5ag7qBSIoXdCmaWurs64ceMYO3YsGzZsIDk5mdOnT0urjnl5eaGurk7fvn25fPkyR48e5eeff6ZPnz7S/CRFeXl5ERoayvbt2/MERAEBAQQGBrJ48WKuXbvGpUuXCA4OZsGCBQqXb25uTkZGBhEREfzzzz88e/YsT5p27dpRt25dvLy8OH/+PNHR0Xh7e9O6dWuFh55VrFgRQ0NDfv31V5KSkjhy5EieXoqi2Nra4urqyuDBgzlz5gznzp1jwIABcj0s7dq1w8nJCQ8PDw4ePEhqaionT55k4sSJnD17VqF6tLW16d+/P2PGjOHIkSNcvnwZHx8flJSK/2epRo0ayGQy9u3bx7179+RWPsxlbm5O37596devH7t37yYlJYXIyEi2bduWb5lFpR86dCgPHjygV69exMTEkJyczIEDB/jhhx+KDIoFQRAEoTz60obeiUBJKNP8/f0ZPXo0kydPxs7Ojh49ekhzXDQ1NTlw4AAPHjygcePGfPfdd7Rt25alS5cWu57vvvuO+/fv8+zZMzw8POTODRgwgDVr1hAcHEzdunVp3bo1ISEhWFhYKFx+s2bNGDJkCD169MDIyIg5c+bkSSOTydizZw8VK1akVatWtGvXDktLS7Zu3apwPUpKSoSGhnLu3Dnq1KnDyJEjmTt3rsL5cwUHB1O1alVat25N165dGTRokNTLltvWP/74g1atWvHDDz9gY2NDz549uXnzZrGC1Llz59KyZUvc3Nxo164dLVq0kJsbpahq1aoREBDA+PHjMTY2zrPyYa4VK1bw3Xff8dNPP1GrVi0GDhzI06dPCyy3sPRVq1YlKiqKrKwsvvnmG+rWrcuIESPQ19cvUbAnCIIgCGVd7jYn7/sqL2RvysKum4IgCEIely+LndYFQRAExSiysu171zHpUKmUc/mX9qVSzocmfvYUhFLw7samH0ruBrpFkclk7N69u1TK+lDerb+49/DtTWcFQRAEQfjwvrShd2IxB0H4DKWnp1OxYkUgJ6CwsLDgwoUL1K9fX0oTFBSE6FAu+6xqKf4LYdLVyyXOY2lrr3CeG4lXilXP+7SrLOepXtOuiJQ5/krOWd6/cZ+VCtcRs3FIidtV1vK8Tx01bRXPk5z4+V3/x8pTw0qxBYMAbibFF6ue8nD9n9Pz/9DK07C50iACJUH4jLx8+RJVVdVCN7bNpaen9xFaJAiCIAiCUD6JoXeCUExPnz7F29sbbW1tTExMmD9/fp40mZmZ+Pn5Ua1aNbS0tGjatKncnkMhISHo6+tz4MAB7Ozs0NbWxtXVlfT0dClNVlYWo0aNQl9fH0NDQ8aOHZunB8jZ2RlfX19GjBhBpUqVcHFxAeSH3uUuOuHo6IhMJsPZ2RnIO/QtOzubOXPmYGVlhZqaGmZmZsyYMaPA+1BU+lu3buHp6Ym+vj4GBga4u7uTmpqqyC0ulhs3btCmTRs0NTVxcHDg1KlT0rmpU6fK9aIBLFq0SG5J89z7MHPmTIyNjdHX12fatGm8fv2aMWPGYGBgQPXq1QkODpYrZ9y4cdjY2KCpqYmlpSX+/v68evUqT90bN27E3NwcPT09evbsyZMnT0r9HgiCIAjCx/ClLeYgAiVBKKYxY8Zw7Ngx9uzZw8GDB4mMjOT8+fNyaXx9fTl16hShoaFcvHiR7t274+rqyvXr16U0z549Y968eWzcuJE///yTtLQ0/Pz8pPPz588nJCSEdevWceLECR48eMCuXbvytGf9+vWoqqoSFRXFypV5h/ZER0cDcPjwYdLT09m5c2e+1zVhwgRmzZqFv78/8fHxbN68udAV7ApL/+rVK1xcXNDR0eH48eNERUVJwWBpbnwLMHHiRPz8/IiNjcXGxoZevXrx+vXrYpVx5MgR/v77b/78808WLFjAlClT6Ny5MxUrVuTMmTMMGTKEwYMH89dff0l5dHR0CAkJIT4+nqCgIFavXs3ChQvlyk1OTmb37t3s27ePffv2cezYMWbNmlUq1y0IgiAIH5uYoyQIQoEyMjJYu3Ytv/32G23btgVyApXq1atLadLS0ggODiYtLY2qVasC4OfnR3h4OMHBwcycORPICSZWrlxJzZo1gZzgatq0aVI5ixYtYsKECXTt2hWAlStXcuDAgTxtsra2zne58VxGRkYAGBoaFjgk78mTJwQFBbF06VL69u0L5GwI26JFixKl37p1K9nZ2axZs0b65Sg4OBh9fX0iIyP55ptvCmxvcfn5+dGpUycgZ88re3t7kpKSqFWrlsJlGBgYsHjxYmmz4jlz5vDs2TP+85//AP8LCk+cOEHPnj0BmDRpkpTf3NwcPz8/QkNDGTt2rHQ8OzubkJAQdHR0AOjTpw8RERH59tRlZmaSmZkpd6y0g0pBEARBEBQnAiVBKIbk5GRevnxJ06ZNpWMGBgbY2tpK7y9dukRWVhY2NjZyeTMzMzE0NJTea2pqSkESgImJibRH1OPHj0lPT5erR0VFhUaNGuUZfleSfYfelZCQQGZmphT8vW/6uLg4kpKSpAAh14sXL0hOTn7v9r6tXr160r9NTEwAuHv3brECJXt7e7m9j4yNjeWWWVVWVsbQ0FB6PpATDC5evJjk5GQyMjJ4/fo1urq6cuWam5vL3YO3n/G7AgMDCQgIkDv2448/smDxcoWvQxAEQRA+pPI0bK40iEBJEEpZRkYGysrKnDt3DmVlZblz2tra0r8rVKggd04mk5VoFTotLa2SNfQtGhoapZo+IyODhg0bsmnTpjzncnu4Ssvb9zH3D3h2djaQswHvu/f07XlE+ZWRW05+x3LLPXXqFF5eXgQEBODi4oKenh6hoaF55qsVVsa7JkyYwKhRo+SOJSUl5ZtWEARBED6FLyxOEnOUBKE4atasSYUKFThz5ox07OHDh1y7dk167+joSFZWFnfv3sXKykrupchqdJCzIp2JiYlcPa9fv+bcuXPFbrOqqiqQszhEQaytrdHQ0CAiIkKhMotK36BBA65fv07lypXz3IOPudqekZERt2/flguWSmPfpZMnT1KjRg0mTpxIo0aNsLa25ubNm+9VppqaGrq6unKv3GcnCIIgCMLHJwIlQSgGbW1t+vfvz5gxYzhy5AiXL1/Gx8dHbtiWjY0NXl5eeHt7s3PnTlJSUoiOjiYwMJCwsDCF6xo+fDizZs1i9+7dXL16lZ9++olHjx4Vu82VK1dGQ0OD8PBw7ty5w+PHj/OkUVdXZ9y4cYwdO5YNGzaQnJzM6dOnWbt2bb5lFpXey8uLSpUq4e7uzvHjx0lJSSEyMpJhw4bJLYjwoTk7O3Pv3j3mzJlDcnIyy5YtY//+/e9drrW1NWlpaYSGhpKcnMzixYvzXWhDEARBED4nYtU7QRAKNXfuXFq2bImbmxvt2rWjRYsWeeYJBQcH4+3tzejRo7G1tcXDw4OYmBjMzMwUrmf06NH06dOHvn374uTkhI6ODt9++22x26uiosLixYtZtWoVVatWxd3dPd90/v7+jB49msmTJ2NnZ0ePHj0KnE9TVHpNTU3+/PNPzMzM6Nq1K3Z2dvTv358XL17kmcdTkKlTp8ot410SdnZ2LF++nGXLluHg4EB0dLTcyoIl1aVLF0aOHImvry/169fn5MmT+Pv7v3e5giAIglCWfWmr3snelGRShCAIwgfWt29fZDIZISEhn7opn8zlyx9np3VBEASh/Ht7EaIPpfGMyFIpJ2aic6mU86GJHiVBUFB+m5eWxLsbvZZE7oa1uUrStrc3pf0Q3r1OZ2dnRowYoVDeN2/eEBkZyfTp0+WO3759m/bt26OlpSV3/YIgCIIgCKVNrHonCB9IamoqFhYWXLhwoVQCrML4+fnx888/f9A6PiaZTJbv4ggLFy4kPT2d2NjYUl8UIjIykjZt2vDw4cMyFYRZ1VL8F8Kkq5fLZJ6y2q6Pled96vh6YbzCeY6MrA2AhY29wnlSrl0pcdvE8xfXX1bqKMt53qeObD1zhfMoPU5VOO37KE/D5kqDCJQE4TOgra0tt/T45yo5OZmGDRtibW1dquXmt2R4Sb1584asrCxUVMSfV0EQBOHzUp4WYigNYuid8NnJzs4mMDAQCwsLNDQ0cHBw4Pfff5fOR0ZGIpPJiIiIoFGjRmhqatKsWTMSExPlypk1axbGxsbo6OhICxG8W8+0adOoXr06ampq1K9fn/DwcOm8hYUFkLNcuEwmw9nZWS7/vHnzMDExwdDQkKFDh8p9Wc/MzMTPz49q1aqhpaVF06ZNiYyMLPCa3x16FxMTQ/v27alUqRJ6enq0bt2a8+fPK3oLpeubM2cOVlZWqKmpYWZmxowZM6Tzt27dwtPTE319fQwMDHB3dyc1NbVYdbxrxYoV1KxZE1VVVWxtbdm4caN0ztzcnB07drBhwwZkMhk+Pj75lqHItctkMlasWEGXLl3Q0tJi4MCBtGnTBoCKFSvKla/o52n//v00bNgQNTU1fvvtN5SUlDh79qxcvYsWLaJGjRoF7qUkCIIgCELZIQIl4bMTGBjIhg0bWLlyJVeuXGHkyJF8//33HDt2TC7dxIkTmT9/PmfPnkVFRYV+/fpJ57Zt28bUqVOZOXMmZ8+excTEhOXLl8vlDwoKYv78+cybN4+LFy/i4uJCly5duH79OgDR0dEAHD58mPT0dHbu3CnlPXr0KMnJyRw9epT169cTEhIit2iBr68vp06dIjQ0lIsXL9K9e3dcXV2lsovy5MkT+vbty4kTJzh9+jTW1tZ07NiRJ0+eKHwfJ0yYwKxZs/D39yc+Pp7NmzdjbGwM5PTAuLi4oKOjw/Hjx4mKikJbWxtXV1devnypcB1v27VrF8OHD2f06NFcvnyZwYMH88MPP3D06FEgJwBydXXF09OT9PR0goKC3uvap06dyrfffsulS5cICAhgx44dACQmJsqVr+jnafz48cyaNYuEhAS6dOlCu3btCA4OlksTHBycZzl5QRAEQSgvvrRV78TYEOGzkpmZycyZMzl8+DBOTk4AWFpacuLECVatWkXr1q2ltDNmzJDejx8/nk6dOvHixQvU1dVZtGgR/fv3p3///gD88ssvHD58WK5Xad68eYwbN46ePXsCMHv2bI4ePcqiRYtYtmwZRkZGABgaGubZaLZixYosXboUZWVlatWqRadOnYiIiGDgwIGkpaURHBxMWloaVatWBXLmIIWHhxMcHMzMmTOLvA9ff/213Ptff/0VfX19jh07RufOnYvM/+TJE4KCgli6dCl9+/YFcjbbbdGiBQBbt24lOzubNWvWSN3wwcHB6OvrExkZyTfffFNkHe+aN28ePj4+/PTTTwCMGjWK06dPM2/ePNq0aYORkRFqampoaGgUunGvotfeu3dvfvjhB+l9SkoKkLPvVO4cpeJ8nqZNm0b79u2l9wMGDGDIkCEsWLAANTU1zp8/z6VLl9izZ0++7c7MzCQzM1PuWEmDTkEQBEH4EMTQO0Eox5KSknj27Bnt27eX5u1oa2tLm6K+rV69etK/TUxMAKR9gBISEmjatKlc+twvygD//vsvf//9N82bN5dL07x5cxISEopsp729PcrKynL159Z96dIlsrKysLGxkbuGY8eO5bmGgty5c4eBAwdibW2Nnp4eurq6ZGRkkJaWplD+hIQEMjMzadu2bb7n4+LiSEpKQkdHR2qfgYEBL168ULiN+dVZ0vv5NkWvvVGjRkWWVZzP07vleXh4oKysLG1EGxISQps2bQrcGyowMBA9PT2515o1a4px5YIgCIIglCbRoyR8VjIyMgAICwujWrVqcufU1NTk3leoUEH6d+4vJB9r7sjbdefWn1t3RkYGysrKnDt3Ti6YAhResKFv377cv3+foKAgatSogZqaGk5OTgr3UGhoaBR6PiMjg4YNG7Jp06Y853J70j4VRa9dS0uryLKK83l6tzxVVVW8vb0JDg6ma9eubN68ucDhgpAz1HHUqFFyx5KSkopsoyAIgiB8LF9Yh5IIlITPS+3atVFTUyMtLU1uWFRx2dnZcebMGby9vaVjp0+flv6tq6tL1apViYqKkqsnKiqKJk2aADlflAGysrKKVbejoyNZWVncvXuXli1blqj9UVFRLF++nI4dOwI5Cy/8888/Cue3trZGQ0ODiIgIBgwYkOd8gwYN2Lp1K5UrV0ZXV7dEbXyXnZ0dUVFR0lA/yLmO2rVrF6uckl57fs/rfT9PAwYMoE6dOixfvpzXr1/TtWvXAtOqqanlCb5y2yQIgiAIZcGXNvROBErCZ0VHRwc/Pz9GjhxJdnY2LVq04PHjx0RFRaGrqyv3Jbwww4cPx8fHh0aNGtG8eXM2bdrElStXsLS0lNKMGTOGKVOmULNmTerXr09wcDCxsbFSL0vlypXR0NAgPDyc6tWro66urtDePzY2Nnh5eeHt7c38+fNxdHTk3r17REREUK9ePTp16lRkGdbW1mzcuJFGjRrx77//MmbMmCJ7id6mrq7OuHHjGDt2LKqqqjRv3px79+5x5coV+vfvj5eXF3PnzsXd3V1a+e/mzZvs3LmTsWPHUr16dYXryjVmzBg8PT1xdHSkXbt2/N///R87d+7k8OHDxSqnpNdeo0YNZDIZ+/bto2PHjmhoaLz358nOzo6vvvqKcePG0a9fv2I9A0EQBEEQPi0xR0n47EyfPh1/f38CAwOxs7PD1dWVsLAwabluRfTo0QN/f3/Gjh1Lw4YNuXnzJj/++KNcmmHDhjFq1ChGjx5N3bp1CQ8PZ+/evdIePyoqKixevJhVq1ZRtWpV3N3dFa4/ODgYb29vRo8eja2tLR4eHsTExGBmZqZQ/rVr1/Lw4UMaNGhAnz59GDZsGJUrV1a4fgB/f39Gjx7N5MmTsbOzo0ePHtI8Kk1NTf7880/MzMzo2rUrdnZ20hLqJe1h8vDwICgoiHnz5mFvb8+qVasIDg7Os6x6UUp67dWqVSMgIIDx48djbGyMr68v8P6fp/79+/Py5Uu5VRUFQRAEoTz60la9k7158+bNp26EIAjC52r69Ols376dixcvFjvv5cuXP0CLBEEQhM9RnTp1PngdLeefKJVyjo9uUSrlfGiiR0nIs1lpSfn4+ODh4fFeZYSEhEhLM0PJ2iaTydi9e/d7taMw716ns7MzI0aMeK8yb9++Tfv27dHS0pK7/sLq/VRSU1ORyWTExsaWetm5m7c+evSo1Mv+2DIyMrh8+TJLly7l559/BnI2zV20aNGnbZggCIIglJBMJiuVV3kh5igJxZaamoqFhQUXLlwolQCrMH5+ftKXzM/ZwoULSU9PJzY2VqF5TJ8DZ2dn6tevLxc4NGvWjPT09M/iHvj6+rJlyxY8PDzea9idVS3FfyFMunq5TOYpq+36WHk+druaTIlWOE90QJMP3rb3uZaatornSU4Uz78s5nmfOkxrKr6Yz63k+BLXU5I81SztFEr/3xsJJa7D3Npe4Typ168onFZQnAiUhDItd9+az11ycjINGzaU5jd9qVRVVQvdTLY8CQkJISQk5FM3QxAEQRBKTTnqDCoVYuhdOZKdnU1gYCAWFhZoaGjg4ODA77//Lp3PHbYUERFBo0aN0NTUpFmzZiQmJsqVM2vWLIyNjdHR0ZEm4L9bT+5KZmpqatSvX5/w8HDpfO4kdkdHR2QyWZ7J9vPmzcPExARDQ0OGDh3Kq1evpHOZmZn4+flRrVo1tLS0aNq0KZGRkQVe87tD72JiYmjfvj2VKlVCT0+P1q1bc/78eUVvoXR9c+bMwcrKCjU1NczMzJgxY4Z0/tatW3h6eqKvr4+BgQHu7u6kpqYWq453rVixgpo1a6KqqoqtrS0bN26Uzpmbm7Njxw42bNiATCbDx8enyPI2bNiAoaEhmZmZcsc9PDzo06cP8L97t27dOszMzNDW1uann34iKyuLOXPmUKVKFSpXrix37ZDTrb5ixQo6dOiAhoYGlpaWcp+zXDdu3KBNmzZoamri4ODAqVOnpHP379+nV69eVKtWDU1NTerWrcuWLVuk8z4+Phw7doygoCCpGz41NTXfoXdRUVE4OzujqalJxYoVcXFx4eHDh3na8++//6KhocH+/fvlju/atQsdHR2ePXsGFP18IyMjadKkiTQMsnnz5ty8eRPI2Wi3TZs26OjooKurS8OGDTl79qyU98SJE7Rs2RINDQ1MTU0ZNmwYT58+zfcZCoIgCEJ586UNvROBUjkSGBjIhg0bWLlyJVeuXGHkyJF8//33HDt2TC7dxIkTmT9/PmfPnkVFRUVu2M+2bduYOnUqM2fO5OzZs5iYmLB8+XK5/EFBQcyfP5958+Zx8eJFXFxc6NKlC9evXwcgOjpnWMfhw4dJT09n586dUt6jR4+SnJzM0aNHWb9+fZ5f1X19fTl16hShoaFcvHiR7t274+rqKpVdlCdPntC3b19OnDjB6dOnsba2pmPHjjx58kTh+zhhwgRmzZqFv78/8fHxbN68GWNjYwBevXqFi4sLOjo6HD9+nKioKLS1tXF1dVV4s9Z37dq1i+HDhzN69GguX77M4MGD+eGHHzh69CiQE/y5urri6elJenp6oZuS5urevTtZWVns3btXOnb37l3CwsLknndycjL79+8nPDycLVu2sHbtWjp16sRff/3FsWPHmD17NpMmTeLMmTNy5fv7+9OtWzfi4uLw8vKiZ8+eJCQkyKWZOHEifn5+xMbGYmNjQ69evXj9+jUAL168oGHDhoSFhXH58mUGDRpEnz59pM9OUFAQTk5ODBw4kPT0dNLT0zE1Nc1znbGxsbRt25batWtz6tQpTpw4gZubW757U+nq6tK5c2c2b94sd3zTpk14eHigqalZ5PN9/fo1Hh4etG7dmosXL3Lq1CkGDRok/VH38vKievXqxMTEcO7cOcaPHy9tHpycnIyrqyvdunXj4sWLbN26lRMnTkir5wmCIAiCUL6IoXflRGZmJjNnzuTw4cM4OTkBYGlpyYkTJ1i1apXcZpgzZsyQ3o8fP55OnTrx4sUL1NXVWbRoEf3796d///4A/PLLLxw+fFiuV2nevHmMGzeOnj17AjB79myOHj3KokWLWLZsGUZGRgAYGhrmGSZVsWJFli5dirKyMrVq1aJTp05EREQwcOBA0tLSCA4OJi0tjapVqwI5c5DCw8MJDg5m5syZRd6Hr7/+Wu79r7/+ir6+PseOHaNz585F5n/y5AlBQUEsXbpU2gOnZs2atGiRs/rK1q1byc7OZs2aNdKX4+DgYPT19YmMjOSbb74pso53zZs3Dx8fH3766ScARo0axenTp5k3bx5t2rTByMgINTU1NDQ0FB52pqGhQe/evQkODqZ79+4A/Pbbb5iZmcn18GVnZ7Nu3Tp0dHSoXbs2bdq0ITExkT/++AMlJSVsbW2l59u0aVMpX/fu3aWNZqdPn86hQ4dYsmSJXFDt5+cn7ekUEBCAvb09SUlJ1KpVi2rVquHn5yel/fnnnzlw4ADbtm2jSZMm6OnpoaqqiqamZqHXPGfOHBo1aiRXr719wWO2vby86NOnD8+ePUNTU5N///2XsLAwdu3aBRT9fBs1asTjx4/p3LkzNWvWBHL2QsqVlpbGmDFjqFWrFoDcUMnAwEC8vLykhT2sra1ZvHgxrVu3ZsWKFairqxfYbsj5b/zdHsKSBueCIAiC8CGUo86gUiF6lMqJpKQknj17Rvv27aV5O9ra2mzYsIHk5GS5tPXq1ZP+bWJiAiDtf5OQkCD3hRiQAi/IGb70999/07x5c7k0zZs3z9OjkB97e3uUlZXl6s+t+9KlS2RlZWFjYyN3DceOHctzDQW5c+cOAwcOxNraGj09PXR1dcnIyCAtLU2h/AkJCWRmZtK2bdt8z8fFxZGUlISOjo7UPgMDA168eKFwG/Ors6T3szADBw7k4MGD/Pe//wVy5sT4+PjIdWmbm5ujo6MjvTc2NqZ27dooKSnJHct9Rrne/kzkvn+3vYV9zrKyspg+fTp169bFwMAAbW1tDhw4oPBzypXbo6Sojh07UqFCBamnbceOHejq6tKuXTug6OdrYGCAj48PLi4uuLm5ERQURHp6ulT+qFGjGDBgAO3atWPWrFlyn4m4uDhCQkLkPtsuLi5kZ2eTkpJSZNsDAwPR09OTe61Zs0bhaxcEQRCED+1LG3onepTKiYyMDADCwsKoVq2a3Dk1NTW597lDgQDpw5idnf2BW5i37tz6c+vOyMhAWVmZc+fOyQVTgMILNvTt25f79+8TFBREjRo1UFNTw8nJSeFf3jU0NAo9n5GRQcOGDdm0aVOec7k9aWWFo6MjDg4ObNiwgW+++YYrV64QFhYmlya/51HYMyqOwj5nc+fOJSgoiEWLFlG3bl20tLQYMWJEsXtIinpe71JVVeW7775j8+bN9OzZk82bN9OjRw9UVHL+1CnyfIODgxk2bBjh4eFs3bqVSZMmcejQIb766iumTp1K7969CQsLY//+/UyZMoXQ0FC+/fZbMjIyGDx4MMOGDctTtiIbBU+YMIFRo0bJHUtKSirW9QuCIAiCUHpEj1I5Ubt2bdTU1EhLS8PKykruld/cjoLY2dnlmY9y+vRp6d+6urpUrVqVqKgouTRRUVHUrp2zTKeqqipAvvNECuPo6EhWVhZ3797Ncw2KDjmLiopi2LBhdOzYEXt7e9TU1Pjnn38UboO1tTUaGhpERETke75BgwZcv36dypUr52ljSZestrOzK/R+vo8BAwYQEhJCcHAw7dq1K9ZnoTBvfyZy3789BK0oUVFRuLu78/333+Pg4IClpSXXrl2TS6OqqlrkZ6hevXoFPquCeHl5ER4ezpUrVzhy5AheXl7SOUWfr6OjIxMmTODkyZPUqVNHbt6TjY0NI0eO5ODBg3Tt2pXg4GCp7Pj4+DzlWllZSf/NFEZNTQ1dXV25lyL5BEEQBOFjkclK51VeiECpnNDR0cHPz4+RI0eyfv16kpOTOX/+PEuWLGH9+vUKlzN8+HDWrVtHcHAw165dY8qUKVy5Ir/2/pgxY5g9ezZbt24lMTGR8ePHExsby/DhwwGoXLkyGhoahIeHc+fOHR4/fqxQ3TY2Nnh5eeHt7c3OnTtJSUkhOjqawMDAPD0hBbG2tmbjxo0kJCRw5swZvLy8itXroK6uzrhx4xg7dqw0bPH06dOsXbsWyPmSXalSJdzd3Tl+/DgpKSlERkYybNgw/vrrL4XreduYMWMICQlhxYoVXL9+nQULFrBz5065OTwl1bt3b/766y9Wr179Xnv1vGv79u2sW7dO+oxER0cXa1ECa2trDh06xMmTJ0lISGDw4MHcuXNHLo25uTlnzpwhNTWVf/75J99erQkTJhATE8NPP/3ExYsXuXr1KitWrCg0OG7VqhVVqlTBy8sLCwsLuaGmRT3flJQUJkyYwKlTp7h58yYHDx7k+vXr2NnZ8fz5c3x9fYmMjOTmzZtERUURExMjBZDjxo3j5MmT+Pr6Ehsby/Xr19mzZ49YzEEQBEH4bCjJZKXyKi9EoFSOTJ8+HX9/fwIDA7Gzs8PV1ZWwsDBpuW5F9OjRA39/f8aOHUvDhg25efMmP/74o1yaYcOGMWrUKEaPHk3dunUJDw9n79690sR1FRUVFi9ezKpVq6hatSru7u4K1x8cHIy3tzejR4/G1tYWDw8PYmJiFBqaBLB27VoePnxIgwYN6NOnD8OGDaNy5coK1w85K7qNHj2ayZMnY2dnR48ePaS5NZqamvz555+YmZnRtWtX7OzspCXUdXV1i1VPLg8PD4KCgpg3bx729vasWrWK4ODgPMuql4Senh7dunVDW1sbDw+P9y4vV0BAAKGhodSrV48NGzawZcuWYvWATZo0iQYNGuDi4oKzszNVqlTJ0z4/Pz+UlZWpXbs2RkZG+c5fsrGx4eDBg8TFxdGkSROcnJzYs2ePNJQuPzKZjF69ekkr9r2tqOerqanJ1atX6datGzY2NgwaNIihQ4cyePBglJWVuX//Pt7e3tjY2ODp6UmHDh0ICAgAcnq/jh07xrVr12jZsiWOjo5MnjxZWrhEEARBEMq7L61HSfbmzZs3n7oRgiCUXNu2bbG3t2fx4sWlUp5MJmPXrl2lGngJJXP58uVP3QRBEAShnKhTp84Hr+ObZaeLTqSAg0O/KpVyPjSxmIMglFMPHz4kMjKSyMjIPHthCYIgCIIglLbytGJdaRCBkiCUU46Ojjx8+JDZs2dja2v7qZtTaqZOncru3buJjY391E1RiI+PD48ePWL37t0fpHyrWor/Qph09XKZzPM+dTxRr65wHp0Xf5W4nrJ6/R8rT+NhexTOE7PYvVj1lIfrr15T8cVq/kpOKFY9uXXUsFJ8+PLNpPhi1fF2PWUtT1lt18fK8zE+Y2/X86EpfcI4admyZcydO5fbt2/j4ODAkiVLaNKkSYHpHz16xMSJE9m5cycPHjygRo0aLFq0iI4dOypcpwiUBKGcSk1N/SDlfi6jcV++fClWjRMEQRCEz8DWrVsZNWoUK1eupGnTpixatAgXFxcSExPznav+8uVL2rdvT+XKlfn999+pVq0aN2/eRF9fv1j1isUcBEEoVdnZ2QQGBmJhYYGGhgYODg78/vvvAERGRiKTyYiIiKBRo0ZoamrSrFkzEhMTgZxNcwMCAoiLi5M2pQsJCQFyfhkaMGAARkZG6Orq8vXXXxMXFyfVO3XqVOrXr8+aNWuwsLBAXV0dgLS0NNzd3dHW1kZXVxdPT888K/D93//9H40bN0ZdXZ1KlSrx7bffAjBt2rR8x3zXr18ff39/pk6dyvr169mzZ4/U3sjISABu3bqFp6cn+vr6GBgY4O7u/sGCW0EQBEH4GD7VhrMLFixg4MCB/PDDD9SuXZuVK1eiqanJunXr8k2/bt06Hjx4wO7du2nevDnm5ua0bt0aBweHYtUrAiVBEEpVYGAgGzZsYOXKlVy5coWRI0fy/fffc+zYMSnNxIkTmT9/PmfPnkVFRUVa2rxHjx6MHj0ae3t70tPTSU9Pp0ePHgB0796du3fvsn//fs6dO0eDBg1o27YtDx48kMpNSkpix44d7Ny5k9jYWLKzs3F3d+fBgwccO3aMQ4cOcePGDalMyNnE+dtvv6Vjx45cuHCBiIgIqSu/X79+JCQkEBMTI6W/cOECFy9e5IcffsDPzw9PT09cXV2l9jZr1oxXr17h4uKCjo4Ox48fJyoqCm1tbf4fe/cel/P9P378cRUddHIoCVHpIBEhxBDaahubMZr5IuQcWgx9NpRTmDMbxlbZnGbmsDlr8qGhHEqUKCW2NjOHLbZK+f3Rr/fHtQ6ukhTP+27v2+263u/X4fl+X029rtfJy8ur1JvuCiGEEJVFea16l5WVxZ9//ql2ZGVlFVlndnY2Z86cwcPDQzmnpaWFh4cHJ06cKDLP7t27cXNzY9y4cZibm9O8eXPmzZtX6j1AZeidEKLcZGVlMW/ePA4fPoybmxsANjY2HD9+nLVr1zJy5EgA5s6dS9euXQGYNm0ab775Jv/88w/6+voYGhpSrVo1tU2Ijx8/TnR0NDdv3kRXVxeARYsWsXPnTr799lul3OzsbDZs2ICZmRkAhw4dIj4+ntTUVGUz3g0bNuDk5ERMTAyurq7MnTuX9957T1nmG1C+cWrYsCGenp6Ehobi6uoK5C9x37VrV2xsbADQ19cnKytLLd6vv/6avLw81q9fr3xzFhoaSs2aNYmMjOS1114r8tn9+5eENKqEEEK8iEJCQtR+7wLMnDmToKCgQmlv3bpFbm4u5ubmaufNzc25dOlSkeVfvXpV2XR+7969JCcnM3bsWHJycpg5c6bGcUqPkhCi3CQnJ/PgwQNeffVVDA0NlaNgc98Czs7OymsLCwsAZS+rosTFxZGZmUmdOnXUyk1NTVUrt3HjxkojCSAxMRFLS0ulkQTQrFkzatasSWJi/mTZ2NhYevToUWzdI0aMYPPmzfzzzz9kZ2ezadOmJ27uGxcXR3JyMkZGRkqstWvX5p9//lGL93EhISGYmJioHevXry+xHiGEEKIiqcrpv8DAQO7du6d2BAYGlluceXl51K1bl88//5w2bdrg7e3NRx99xJo1a0pVjvQoCSHKTWZmJpA/nK1BgwZq13R1dZVGQvXq1ZXzBT0ueXl5JZZrYWGhzP953OMTMw0MDEods76+fonXe/Xqha6uLjt27EBHR4ecnBzefffdEvNkZmbSpk0bNm7cWOja4w25xwUGBhIQEKB2Ljk5+QnRCyGEEBWnvFa909XVVUaIPImpqSna2tqF5hf/9ttvaqM5HmdhYUH16tXR1tZWzjk6OvLrr7+WarEnaSgJIcpNs2bN0NXVJT09XRla97jielMep6OjU2gMcevWrfn111+pVq0aVlZWGsfj6OjI9evXuX79utKrlJCQwN27d2nWLH+pXmdnZyIiIhg6dGiRZVSrVo0hQ4YQGhqKjo4O7733nlrjqrh4t27dSt26dTE2NtYo1qJ+aciqfUIIIV52Ojo6tGnThoiICHr37g3kf7kaERGBn59fkXk6derEpk2byMvLQ0srfwDd5cuXsbCwKNXvVhl6J4QoN0ZGRkyePJkPPviA8PBwUlJSOHv2LCtXriQ8PFyjMqysrEhNTSU2NpZbt26RlZWFh4cHbm5u9O7dm4MHD5KWlsZPP/3ERx99xOnTp4sty8PDgxYtWjBw4EDOnj1LdHQ0gwcPpmvXrrRt2xbIHxO9efNmZs6cSWJiIvHx8SxYsECtHF9fX3788Uf2799faNidlZUV58+fJykpiVu3bpGTk8PAgQMxNTXl7bff5tixY6SmphIZGcmECRO4ceNGKZ+qEEIIUTk8r1XvAgICWLduHeHh4SQmJjJmzBju37+vfMk5ePBgtaF7Y8aM4fbt20ycOJHLly+zZ88e5s2bx7hx40pVrzSUhBDlavbs2UyfPp2QkBAcHR3x8vJiz549WFtba5S/b9++eHl50a1bN8zMzNi8eTMqlYq9e/fSpUsXhg4dir29Pe+99x7Xrl0rNLnzcSqVil27dlGrVi26dOmCh4cHNjY2bN26VUnj7u7Otm3b2L17N61ataJ79+5ER0erlWNnZ0fHjh1p2rQp7du3V7s2YsQIHBwcaNu2LWZmZkRFRVGjRg3++9//0qhRI/r06YOjoyPDhw/nn3/+0biHSQghhKhsymvVu9Ly9vZm0aJFzJgxg1atWhEbG8v+/fuVvwHS09PJyMhQ0ltaWnLgwAFiYmJwdnZmwoQJTJw4kWnTppXufh+9KLtLCiGeu8jISLp168adO3dKvalbaQQFBbFz505iY2OfWR2Pe/ToEXZ2dowdO7bQPKKSWFlZ4e/vj7+/P5DfcNuxY4cydOBJLlyomJ3WhRBCVH1F7ftX3vp8caZcyvlueJtyKedZkx4lISqBgs1ShWYmT55MREREhdT1+++/s2rVKn799ddi5zEJIYQQ4sUjizkI8QIpzUouVdGjR4/Izc1VltyuCHXr1sXU1JTPP/+cWrVqVUidj7Ntqvk3hMmXLlTKPJU1rorKU1njejxPEwfN86Qk5efxWF70/iX/dnhi0zLHVVF5bBycNM5zNeliqep5mmdcmZ/Zi/TzXxH3/yx/xh6v51kry7C5qkx6lIR4Snl5eYSEhGBtbY2+vj4tW7bk22+/Va5HRkaiUqmIiIigbdu21KhRg44dO5KUlARAWFgYwcHBxMXFKZMcw8LCALh79y6+vr6YmZlhbGxM9+7diYuLU8ou6Ilav3491tbW6OnpAfljdd9++20MDQ0xNjamf//+hZbV3LVrF61bt0ZPTw8bGxuCg4N5+PChcl2lUrF+/XreeecdatSogZ2dHbt371YrY+/evdjb26Ovr0+3bt1IS0sr9Hy2b9+Ok5MTurq6WFlZsXjxYrXrWVlZTJ06FUtLS3R1dbG1teWLL75Qe3b79u2jTZs26Orqcvz48UI9cD4+PvTu3ZtFixZhYWFBnTp1GDduHDk5OWr1TJ48mQYNGmBgYED79u2LXG78cXfv3mXkyJFoaWkxbNgwmjdvzg8//KBcP378OJ07d0ZfXx9LS0smTJjA/fv3SyxTCCGEqKqe12IOz4s0lIR4SiEhIWzYsIE1a9Zw8eJFPvjgA/7v//6Po0ePqqX76KOPWLx4MadPn6ZatWrK6mne3t5MmjQJJycnMjIyyMjIwNvbG4B+/fpx8+ZN9u3bx5kzZ2jdujU9evTg9u3bSrnJycls376d7777jtjYWPLy8nj77be5ffs2R48e5dChQ1y9elUpE+DYsWMMHjyYiRMnkpCQwNq1awkLC2Pu3LlqMQcHB9O/f3/Onz/PG2+8wcCBA5W6r1+/Tp8+fejVqxexsbH4+voWmiR55swZ+vfvz3vvvUd8fDxBQUFMnz5daQhC/ko1mzdvZsWKFSQmJrJ27dpCvUXTpk1j/vz5JCYmqm1W+7gjR46QkpLCkSNHCA8PJywsTK0ePz8/Tpw4wZYtWzh//jz9+vXDy8uLK1euFFleXl4er7/+OlFRUXz99dckJCQwf/58ZU+GlJQUvLy86Nu3L+fPn2fr1q0cP3682KVKhRBCCFG1yNA7IZ5CVlYW8+bN4/Dhw7i5uQFgY2PD8ePHWbt2rdpeQnPnzlXeT5s2jTfffJN//vkHfX19DA0NqVatmtrGacePHyc6OpqbN28q++ssWrSInTt38u233zJy5Eggf7jdhg0blI1MDx06RHx8PKmpqcreQRs2bMDJyYmYmBhcXV0JDg5m2rRpDBkyRIl59uzZTJkyhZkzZyox+Pj4MGDAAADmzZvHihUriI6OxsvLi9WrV9OkSROlh8jBwaHQ0tpLliyhR48eTJ8+HQB7e3sSEhL45JNP8PHx4fLly3zzzTccOnQIDw8PJZZ/mzVrFq+++mqJn0WtWrVYtWoV2traNG3alDfffJOIiAhGjBhBeno6oaGhpKenU79+fSB/ntP+/fsJDQ1l3rx5hco7fPgw0dHRJCYmYm9vXyi2kJAQBg4cqCzUYGdnx4oVK+jatSurV69WeveEEEKIF0UV6gwqF9JQEuIpJCcn8+DBg0J/xGdnZ+Pi4qJ27vGeEAsLCwBu3rxJo0aNiiw7Li6OzMxM6tSpo3b+77//Vtu4tXHjxkojCSAxMRFLS0ulkQT5G8HWrFmTxMREXF1diYuLIyoqSq0HKTc3l3/++YcHDx5Qo0aNQjEbGBhgbGzMzZs3lXr+vVR2QWPx8VjefvtttXOdOnVi2bJl5ObmEhsbi7a2dpGb0z6uYM+jkjg5OantwG1hYUF8fDwA8fHx5ObmKg2eAllZWYWeb4HY2FgaNmxYKE+BuLg4zp8/z8aNG5Vzjx49Ii8vj9TUVBwdHZ8Y879jycrKUjuXnZ1dqjKEEEKIZ0nrJWspSUNJiKeQmZkJwJ49e2jQoIHatYJeoALVq1dXXheMz83LyyuxbAsLiyLn0Ty+9LaBgUFpwyYzM5Pg4GD69OlT6NrjPSGPxwz5cZcUc2np6+trlE6Teywp1szMTLS1tTlz5oxaYwoodlGIJ8WWmZnJqFGjmDBhQqFrxTV+SxISEkJwcLDauTFjxrBkxWelLksIIYQQT08aSkI8hWbNmqGrq0t6evoTe0VKoqOjQ25urtq51q1b8+uvv1KtWjWsrKw0LsvR0ZHr169z/fp1pVcpISGBu3fv0qxZM6XspKQkbG1tyxyzo6NjocUdTp48WShNVFSU2rmoqCjs7e3R1tamRYsW5OXlcfToUWXo3bPg4uJCbm4uN2/epHPnzhrlcXZ25saNG1y+fLnIXqXWrVuTkJDwVM/wcYGBgYX2aEpOTi6XsoUQQojy8HL1J0lDSYinYmRkxOTJk/nggw/Iy8vjlVde4d69e0RFRWFsbKzMAXoSKysrUlNTleFeRkZGeHh44ObmRu/evVm4cCH29vb88ssv7Nmzh3feeafY4WgeHh60aNGCgQMHsmzZMh4+fMjYsWPp2rWrkmfGjBn07NmTRo0a8e6776KlpUVcXBwXLlxgzpw5GsU8evRoFi9ezIcffoivry9nzpxRWzwBYNKkSbi6ujJ79my8vb05ceIEq1at4rPPPlPue8iQIQwbNowVK1bQsmVLrl27xs2bN+nfv79GcWjC3t6egQMHMnjwYBYvXoyLiwu///47ERERODs78+abbxbK07VrV7p06ULfvn1ZsmQJtra2XLp0CZVKhZeXF1OnTqVDhw74+fnh6+uLgYEBCQkJHDp0iFWrVpU6Rl1d3UK9kC/yUu9CCCGqnqq0Yl15kFXvhHhKs2fPZvr06YSEhODo6IiXlxd79uzB2tpa4zL69u2Ll5cX3bp1w8zMjM2bN6NSqdi7dy9dunRh6NCh2Nvb895773Ht2jXMzc2LLUulUrFr1y5q1apFly5d8PDwwMbGhq1btyppPD09+eGHHzh48CCurq506NCBpUuX0rhxY41jbtSoEdu3b2fnzp20bNmSNWvWFFoUoXXr1nzzzTds2bKF5s2bM2PGDGbNmoWPj4+SZvXq1bz77ruMHTuWpk2bMmLEiGeyxHZoaCiDBw9m0qRJODg40Lt3b2JiYkocJrd9+3ZcXV0ZMGAAzZo1Y8qUKUrPn7OzM0ePHuXy5ct07twZFxcXZsyYoSwWIYQQQoiqTfXo0aNHzzsIIYQQhV24cKHSbZ5YljyVNa6KylNZ43o8j2w4KxvOPqs8lTWuispTkRvONm+uefqyGvhVbLmUs3FQq3Ip51mThpIQosI9evSIUaNG8e2333Lnzh1MTEzw8fFh2bJlQP6QPH9/f2Xp7fKkUqnYsWMHvXv3LvJ6Wloa1tbWnDt3Tm1T2+fhwoWK2WldCCFE1VcRDaX/+zruyYk08PX/tSyXcp41maMkhKhw+/fvJywsjMjISGxsbNDS0tJ4BbyqJigoiJ07dxIbG/u8QxFCCCGeyks2RUkaSkKIipeSkoKFhQUdO3YstzJzcnIKLRH+Iqhsw0jKkqeyxvV4Hhv7UgyLuVy2oVeV+f4r4vN3nbRf4zpiFns987gqKk9ljaui8iif/6A1GtcR89VoACybNNM4z/WUhFLF9XhsL9LnL8qXLOYghKhQPj4+jB8/nvT0dFQqFVZWVri7uxcaZvfXX38xYMAADAwMaNCgAZ9++qnadZVKxerVq3nrrbcwMDBQNs9dvXo1TZo0QUdHBwcHB7766qtCMWRkZPD666+jr6+PjY0N3377bbHx5ubmMnz4cKytrdHX18fBwYHly5erpYmMjKRdu3YYGBhQs2ZNOnXqxLVr1wgLCyM4OJi4uDhUKhUqlarQyoBCCCFEVVHwu+xpj6pCGkpCiAq1fPlyZs2aRcOGDcnIyCAmJqbIdJ988gktW7bk3LlzTJs2jYkTJ3Lo0CG1NEFBQbzzzjvEx8czbNgwduzYwcSJE5k0aRIXLlxg1KhRDB06lCNHjqjlmz59On379iUuLo6BAwfy3nvvkZiYWGQceXl5NGzYkG3btpGQkMCMGTP4z3/+wzfffAPAw4cP6d27N127duX8+fOcOHGCkSNHolKp8Pb2ZtKkSTg5OZGRkUFGRgbe3t7l8BSFEEKIiqelKp+jqpChd0KICmViYoKRkRHa2trUq1ev2HSdOnVi2rRpQP4+SFFRUSxdupRXX31VSfP+++8zdOhQ5f2AAQPw8fFh7NixAAQEBHDy5EkWLVpEt27dlHT9+vXD19cXyF/e/dChQ6xcuVLZ3+lx1atXJzg4WHlvbW3NiRMn+Oabb+jfvz9//vkn9+7do2fPnjRp0gTI32i3gKGhIdWqVSvxXoUQQghR+UiPkhCiUnJzcyv0/t+9Pv/edDcxMZFOnTqpnevUqVOhfJqU/bhPP/2UNm3aYGZmhqGhIZ9//jnp6ekA1K5dGx8fHzw9PenVqxfLly8nIyNDs5t8TFZWFn/++afakZ2dXepyhBBCiGdFht4JIUQVYWBg8Mzr2LJlC5MnT2b48OEcPHiQ2NhYhg4dqtaICQ0N5cSJE3Ts2JGtW7dib2/PyZMnS1VPSEgIJiYmasf69evL+3aEEEKIMlOV01FVSENJCFEp/buhcfLkSbUhbUVxdHQkKipK7VxUVBTNmqmvnFSasqOioujYsSNjx47FxcUFW1tbUlJSCqVzcXEhMDCQn376iebNm7Np0yYAdHR0yM3NLTFugMDAQO7du6d2FAwPFEIIIUTFkzlKQohKKSoqioULF9K7d28OHTrEtm3b2LNnT4l5PvzwQ/r374+LiwseHh58//33fPfddxw+fFgt3bZt22jbti2vvPIKGzduJDo6mi+++KLIMu3s7NiwYQMHDhzA2tqar776ipiYGKytrQFITU3l888/56233qJ+/fokJSVx5coVBg8eDORvnpuamkpsbCwNGzbEyMgIXV3dQvXo6uoWOq+jo6Px8xJCCCGeNa0qNGyuPEiPkhCiUpo0aRKnT5/GxcWFOXPmsGTJEjw9PUvM07t3b5YvX86iRYtwcnJi7dq1hIaG4u7urpYuODiYLVu24OzszIYNG9i8eXOhXqcCo0aNok+fPnh7e9O+fXv++OMPZbEIgBo1anDp0iX69u2Lvb09I0eOZNy4cYwaNQqAvn374uXlRbdu3TAzM2Pz5s1P92CEEEKI50SlKp+jqpAeJSFEhfP391fbNykyMlLtelpa2hPLePToUZHnx4wZw5gxY56Y7/HGzuOsrKzUytbV1SU0NJTQ0FC1dCEhIQCYm5uzY8eOYuvT1dUtcZ8mIYQQQlROqkfF/bUhhBBPyd3dnVatWrFs2TKN0oeFheHv78/du3efaVwVRaVSsWPHDnr37k1aWhrW1tacO3eOVq1aaZT/wgXZaV0IIYRmmjdv/szrGLntYrmU83k/p3Ip51mToXdCiEorKChI40ZFcSIjI5+4TOm/e7SEEEIIUZgMvRNCiBdIx44d1fY1mjhxIn/++afaULratWs/j9A0YttU828Iky/l90DVamivcZ47Ny4DkG3YSOM8OpnppYqtIK6y3EtZ8uSZWGmcR+teGgAG9Ww1znP/1+RSxVbR929tr/k3tamXLz7z2J7mXvbdqqFxntdNH5S5nsp6/y9Cnsoa19PmaWBT8iqsBX6+mlihcT1rspiDEKJc/fXXXwwcOBADAwMsLCxYunQp7u7uanN0vvrqK9q2bYuRkRH16tXj/fff5+bNm8r1gl6RAwcO4OLigr6+Pt27d+fmzZvs27cPR0dHjI2Nef/993nw4IGSz93dnfHjx+Pv70+tWrUwNzdn3bp13L9/n6FDh2JkZIStrS379u1T8uTm5jJ8+HCsra3R19fHwcGB5cuXP/E+79+/z+DBgzE0NMTCwoLFixcXSpOVlcXkyZNp0KABBgYGtG/fvtjenLCwMIKDg4mLi1N6fsLCwgBYsmQJLVq0wMDAAEtLS8aOHUtmZmaR5ejo6FCvXj3l0NfXR1dXV+1ccavL3bhxgwEDBlC7dm0MDAxo27Ytp06dUq7v2rWL1q1bo6enh42NDcHBwTx8+PCJz0oIIYQQlZ80lIR4xgICAoiKimL37t0cOnSIY8eOcfbsWbU0OTk5zJ49m7i4OHbu3ElaWho+Pj6FygoKCmLVqlX89NNPXL9+nf79+7Ns2TI2bdrEnj17OHjwICtXrlTLEx4ejqmpKdHR0YwfP54xY8bQr18/OnbsyNmzZ3nttdcYNGiQ0sDKy8ujYcOGbNu2jYSEBGbMmMF//vMfvvnmmxLv88MPP+To0aPs2rWLgwcPEhkZWeg+/fz8OHHiBFu2bOH8+fP069cPLy8vrly5Uqg8b29vJk2ahJOTExkZGWRkZODt7Q2AlpYWK1as4OLFi4SHh/Pjjz8yZcqUJ34WpZGZmUnXrl35+eef2b17N3FxcUyZMoW8vDwAjh07xuDBg5k4cSIJCQmsXbuWsLAw5s6dW65xCCGEEJWFDL0TQpSbv/76i/DwcDZt2kSPHj0ACA0NpX79+mrphg0bpry2sbFhxYoVuLq6kpmZiaGhoXJtzpw5dOrUCYDhw4cTGBhISkoKNjY2ALz77rscOXKEqVOnKnlatmzJxx9/DORvajp//nxMTU0ZMWIEADNmzGD16tWcP3+eDh06UL16dYKDg5X81tbWnDhxgm+++Yb+/fsXeZ+ZmZl88cUXfP3118p9hoeH07BhQyVNeno6oaGhpKenK/c/efJk9u/fT2hoKPPmzVMrU19fH0NDQ6pVq0a9evXUrj3eG2dlZcWcOXMYPXo0n332WZHxlcWmTZv4/fffiYmJUYbm2dr+b3hWcHAw06ZNY8iQIUD+5zZ79mymTJnCzJkzyy0OIYQQorJQVaVWTjmQhpIQz9DVq1fJycmhXbt2yjkTExMcHBzU0p05c4agoCDi4uK4c+eO0muRnp6utr+Ps7Oz8trc3JwaNWoojaSCc9HR0WplP55HW1ubOnXq0KJFC7U8gNpQv08//ZQvv/yS9PR0/v77b7Kzs5VFFY4dO8brr7+upF27di3NmzcnOzub9u3bK+dr166tdp/x8fHk5uZib68+fyYrK4s6deoUenYlOXz4MCEhIVy6dIk///yThw8f8s8///DgwQNq1NB8TkNJYmNjcXFxKXb+UlxcHFFRUWo9SLm5uWWOIysri6ysLLVz2dnZpQ9cCCGEEOVCGkpCPGf379/H09MTT09PNm7ciJmZGenp6Xh6ehb6Q7l69erKa5VKpfa+4FxBI6uoPEXlK/h2qCDfli1bmDx5MosXL8bNzQ0jIyM++eQTZW5O27ZtiY2NVfKbm5tz9erVJ95nZmYm2tranDlzBm1tbbVrj/eaPUlaWho9e/ZkzJgxzJ07l9q1a3P8+HGGDx9OdnZ2uTWU9PX1S7yemZlJcHAwffr0KXRNT0+v1PWFhISo9eRB/p5QS1aUXy+ZEEII8TRetjk70lAS4hmysbGhevXqxMTE0KhR/qpi9+7d4/Lly3Tp0gWAS5cu8ccffzB//nwsLS0BOH369HOLOSoqio4dO6ptyJqSkqK81tfXVxuCBtCkSROqV6/OqVOnlPu8c+cOly9fpmvXrgC4uLiQm5vLzZs36dy5s0ax6OjokJubq3buzJkz5OXlsXjxYrS08v/JftL8qbJwdnZm/fr13L59u8hepdatW5OUlFToWZRVYGAgAQEBaueSk5PLpWwhhBCiPLxsQ+9etoahEBXKyMiIIUOG8OGHH3LkyBEuXrzI8OHD0dLSUv6xadSoETo6OqxcuZKrV6+ye/duZs+e/dxitrOz4/Tp0xw4cIDLly8zffp0YmJiSsxjaGjI8OHD+fDDD/nxxx+5cOECPj4+SkMGwN7enoEDBzJ48GC+++47UlNTiY6OJiQkhD179hRZrpWVFampqcTGxnLr1i2ysrKwtbUlJydHeV5fffUVa9asKddnADBgwADq1atH7969iYqK4urVq2zfvp0TJ04A+XO7NmzYQHBwMBcvXiQxMZEtW7Yo88FKS1dXF2NjY7WjuNX4hBBCCPHsSUNJiGdsyZIluLm50bNnTzw8POjUqROOjo7K8CwzMzPCwsLYtm0bzZo1Y/78+SxatOi5xTtq1Cj69OmDt7c37du3548//lDrXSrOJ598QufOnenVqxceHh688sortGnTRi1NaGgogwcPZtKkSTg4ONC7d2+13rZ/69u3L15eXnTr1g0zMzM2b95My5YtWbJkCQsWLKB58+Zs3LiRkJCQcrn3x+no6HDw4EHq1q3LG2+8QYsWLZg/f74ybNDT05MffviBgwcP4urqSocOHVi6dCmNGzcu91iEEEKIykBLVT5HVaF69OjRo+cdhBAvk/v379OgQQMWL17M8OHDn3c4ohK7cOGCbDgrG86WOo9sOFu5NimtCpunyv2/GBvONm+uefqyCth9qVzKWfJW03Ip51mThpIQz9i5c+e4dOkS7dq14969e8yaNYvIyEiSk5MxNTV93uFVWVZWVvj7+ytLhatUKnbs2EHv3r01yh8UFMTOnTvVFqYoT2lpaVhbW3Pu3DlatWpFZGQk3bp1486dO9SsWVOjMi5cqJid1oUQQlR90lAqf7KYgxAVYNGiRSQlJaGjo0ObNm04duyYNJLKWUZGBrVq1XreYQghhBAvrJdtMQdpKAnxjLm4uHDmzJnnHcYL79+b0r4oKvPQk5d96E09K82+Ef017VKFxtXIttkTUv5PenLCM4+tIH0TB83rSEkq+/2/sfbJ2xUU2Dsqfx+6ZzlcsbIOiXw8T80GdhrnufvzlVLV8zRxWTbR/Gf5esqz/1kuS56C9DYOmn/+V5PyP/+y/D/zrFWl+UXlQRZzEEJUOn/99RcDBw7EwMAACwsLli5diru7uzLMrigqlYqdO3cq76dOnYq9vb2yKe/06dPJyckpVRwXL16kZ8+eGBsbY2RkROfOndWWSl+/fr2yMEfTpk357DPZ80gIIcSLS6Uqn6OqkB4lIUSlExAQQFRUFLt378bc3JwZM2Zw9uxZWrVqpXEZRkZGhIWFUb9+feLj4xkxYgRGRkZMmTJFo/w///wzXbp0wd3dnR9//BFjY2OioqJ4+PAhABs3bmTGjBmsWrUKFxcXzp07x4gRIzAwMGDIkCFluW0hhBBCVCLSUBJCVCp//fUX4eHhbNq0iR49egD5y4rXr1+/VOU8vp+RlZUVkydPZsuWLRo3lD799FNMTEzYsmUL1atXB/L3giowc+ZMFi9eTJ8+fQCwtrYmISGBtWvXSkNJCCHEC0mrKnUHlQNpKAkhKpWrV6+Sk5NDu3btlHMmJiY4ODiUqpytW7eyYsUKUlJSyMzM5OHDhxgbG2ucPzY2ls6dOyuNpMfdv3+flJQUhg8fzogRI5TzDx8+xMTEpFRxFsjKyiIrK0vtXHZ2dpnKEkIIIZ6Fl23Ozst2v0KIl8CJEycYOHAgb7zxBj/88APnzp3jo48+KlXDQ19fv9hrmZmZAKxbt47Y2FjluHDhAidPnixTzCEhIZiYmKgd69evL1NZQgghhHh60qMkhKhUbGxsqF69OjExMTRqlL8J6r1797h8+TJdunTRqIyffvqJxo0b89FHHynnrl27Vqo4nJ2dCQ8PJycnp1Cvkrm5OfXr1+fq1asMHDiwVOUWJzAwkICAALVzycnJ5VK2EEIIUR5espF30lASQlQuRkZGDBkyhA8//JDatWtTt25dZs6ciZaWlsb7N9jZ2ZGens6WLVtwdXVlz5497Nixo1Rx+Pn5sXLlSt577z0CAwMxMTHh5MmTtGvXDgcHB4KDg5kwYQImJiZ4eXmRlZXF6dOnuXPnTqEGjyZ0dXXR1dVVO6ejo1PqcoQQQohn5WWboyRD74QQlc6SJUtwc3OjZ8+eeHh40KlTJ2UZbk289dZbfPDBB/j5+dGqVSt++uknpk+fXqoY6tSpw48//khmZiZdu3alTZs2rFu3Tuld8vX1Zf369YSGhtKiRQu6du1KWFgY1tbWpb5fIYQQQlQ+0qMkhKh0jIyM2Lhxo/L+/v37BAcHM3LkSOVcWlqaWp5Hjx6pvV+4cCELFy5UO/f4PkxBQUEEBQWVGIezszMHDhwo9vr777/P+++/X+Q1KysrtZjc3d0LxSiEEEJUJS9ZhxKqR/KbW7wg3N3dadWqFcuWLXveoRQSFBTEzp07iY2NLbcyIyMj6datG3fu3KFmzZrlVm5lcO7cOS5dukS7du24d+8es2bNIjIykuTkZExNTZ93eBr592fu4+PD3bt31TbFfZILFypmp3UhhBBVX/PmzZ95HUEHr5RPOa/ZlUs5z5oMvRMvjO+++47Zs2drnD4tLQ2VSlWujRcAlUpV6I/hyZMnExERUa71VGZBQUGl2hy2KAEBAdjb2+Ph4cH9+/c5duxYlWkkCSGEEKLqk6F34oVRu3bt5x1CsQwNDTE0NHzeYZQoNzcXlUqFltbz//7ExcWFUaNGlXsvXFVk21TzbwiTL12olHkqa1wVlaeyxvV4HhsHJ43zXE26WKp6KvperOw0v5e0K/n34r35F43zbB1Qv1SxFcRVx9L+CSn/54/rl0tVx+P1VLY8lTWuispTkF67tubzV3Nvp5Y5rmdNFnMQoopyd3dXm4NiZWXFvHnzGDZsGEZGRjRq1IjPP/9cuV4w6d7FxQWVSoW7u7tybf369criAU2bNuWzzz5TrmVnZ+Pn54eFhQV6eno0btyYkJAQpU6Ad955B5VKpbz/dw+Lj48PvXv3ZtGiRVhYWFCnTh3GjRtHTk6Okuarr76ibdu2GBkZUa9ePd5//31u3rxZqmdy9+5dRo0ahbm5OXp6ejRv3pwffvgBgLCwMGrWrMnu3btp1qwZurq6HD9+nOrVq/Prr7+qlePv70/nzp3V8u3cuRM7Ozv09PTw9PTk+vXryvXg4GDi4uJQqVSoVCrCwsKKjC8yMpJ27dphYGBAzZo16dSpE9euXSuxjLt37+Lr64uZmRnGxsZ0796duLg4pcyCZ/3ll1/SqFEjDA0NGTt2LLm5uSxcuJB69epRt25d5s6d+8Tn9+WXX+Lk5ISuri4WFhb4+fmpPduS4hBCCCFeNCpV+RxVhfQoiRfa4sWLmT17Nv/5z3/49ttvGTNmDF27dsXBwYHo6GjatWvH4cOHcXJyUpZi3rhxIzNmzGDVqlW4uLhw7tw5RowYgYGBAUOGDGHFihXs3r2bb775hkaNGnH9+nWlkRATE0PdunUJDQ3Fy8sLbW3tYmM7cuQIFhYWHDlyhOTkZLy9vWnVqhUjRowAICcnh9mzZ+Pg4MDNmzcJCAjAx8eHvXv3anTveXl5vP766/z11198/fXXNGnShISEBLWYHjx4wIIFC1i/fj116tTB0tISGxsbvvrqKz788EMljo0bN6otjPDgwQPmzp3Lhg0b0NHRYezYsbz33ntERUXh7e3NhQsX2L9/P4cPHwbAxMSkUHwPHz6kd+/ejBgxgs2bN5OdnU10dDQqlarEMvr164e+vj779u3DxMSEtWvX0qNHDy5fvqz0KqakpLBv3z72799PSkoK7777LlevXsXe3p6jR4/y008/MWzYMDw8PGjfvn2Rz2/16tUEBAQwf/58Xn/9de7du0dUVJRyXZM4hBBCiBeJVhVq5JQHaSiJF9obb7zB2LFjAZg6dSpLly7lyJEjODg4YGZmBuQvA12vXj0lz8yZM1m8eDF9+vQB8nueEhISWLt2LUOGDCE9PR07OzteeeUVVCoVjRs3VvIWlFmzZk21MotSq1YtVq1ahba2Nk2bNuXNN98kIiJCaSgNGzZMSWtjY8OKFStwdXUlMzNTo2F8hw8fJjo6msTEROzt7ZVyHpeTk8Nnn31Gy5YtlXPDhw8nNDRUaSh9//33/PPPP/Tv318t36pVq5RGRnh4OI6Ojkrj09DQkGrVqpX4DP7880/u3btHz549adKkCQCOjo7K9aLKOH78ONHR0dy8eVPZc2jRokXs3LmTb7/9VlkVLy8vjy+//BIjIyOaNWtGt27dSEpKYu/evWhpaeHg4MCCBQs4cuRIsQ2lOXPmMGnSJCZOnKicc3V1LVUcQgghhKi6ZOideKE5Ozsrr1UqFfXq1Stx+Nr9+/dJSUlh+PDhyrwiQ0ND5syZQ0pKCpA/bC42NhYHBwcmTJjAwYMHyxSbk5OTWu+OhYWFWmxnzpyhV69eNGrUCCMjI7p27QpAenq6RuXHxsbSsGFDpZFUFB0dHbVnBPn3l5yczMmTJ4H8oXT9+/fHwMBASVOtWjWl0QDQtGlTatasSWJiokaxQf6cMh8fHzw9PenVqxfLly8nIyOjxDxxcXFkZmZSp04dtc8nNTVV+XwgfwikkZGR8t7c3JxmzZqpzb8yNzcv9mfh5s2b/PLLL/To0eOp4iiNrKws/vzzT7UjOzu7TGUJIYQQz4KqnP6rKqRHSbzQCjYHLaBSqcjLyys2fWZmJgDr1q0r1NNQ0Khp3bo1qamp7Nu3j8OHD9O/f388PDz49ttvyy22+/fv4+npiaenJxs3bsTMzIz09HQ8PT01/uNZX19fozSqfw0Wrlu3Lr169SI0NBRra2v27dtHZGSkZjdVSqGhoUyYMIH9+/ezdetWPv74Yw4dOkSHDh2KTJ+ZmYmFhUWR8Ty+RHpRz7Y0PwtPenaaxlEaISEhBAcHq50bM2YMS1Z8VkwOIYQQomLJ0DshXhIFc5Jyc3OVc+bm5tSvX5+rV68ycODAYvMaGxvj7e2Nt7c37777Ll5eXty+fZvatWtTvXp1tTLL4tKlS/zxxx/Mnz8fS0tLAE6fPl2qMpydnblx4waXL18usVepKL6+vgwYMICGDRvSpEkTOnXqpHb94cOHnD59mnbt2gGQlJTE3bt3laFzOjo6Gj8DFxcXXFxcCAwMxM3NjU2bNtGhQ4ciy2jdujW//vor1apVUxbKeBaMjIywsrIiIiKCbt26Fbr+LOIIDAwkICBA7VxycnK5lC2EEEKI0pOGknhp1a1bF319ffbv30/Dhg3R09PDxMSE4OBgJkyYgImJCV5eXmRlZXH69Gnu3LlDQEAAS5YswcLCAhcXF7S0tNi2bRv16tVTehIK/sDu1KkTurq61KpVq9SxNWrUCB0dHVauXMno0aO5cOFCqfaIAujatStdunShb9++LFmyBFtbWy5duoRKpcLLy6vEvJ6enhgbGzNnzhxmzZpV6Hr16tUZP348K1asoFq1avj5+dGhQwel4WRlZUVqaqoy/M/IyEiZy1MgNTWVzz//nLfeeov69euTlJTElStXGDx4cLFleHh44ObmRu/evVm4cCH29vb88ssv7Nmzh3feeYe2bduW6hmVJCgoiNGjR1O3bl1lUYyoqCjGjx//TOLQ1dUt9IwKGvNCCCFEZfCy9SjJHCXx0qpWrRorVqxg7dq11K9fn7fffhvI701Zv349oaGhtGjRgq5duxIWFqYsJ25kZMTChQtp27Ytrq6upKWlKYsEQP5Ke4cOHcLS0hIXF5cyxWZmZkZYWBjbtm2jWbNmzJ8/n0WLFpW6nO3bt+Pq6sqAAQNo1qwZU6ZM0ainR0tLCx8fH3Jzc5WGy+Nq1KjB1KlTef/99+nUqROGhoZs3bpVud63b1+8vLzo1q0bZmZmbN68ucgyLl26RN++fbG3t2fkyJGMGzeOUaNGFVuGSqVi7969dOnShaFDh2Jvb897773HtWvXMDc3L/XzKcmQIUNYtmwZn332GU5OTvTs2ZMrV/J3JK/IOIQQQojKomDLjqc9qgrVo0ePHj3vIIQQlc/w4cP5/fff2b17t9r5sLAw/P39uXv37vMJ7CVy4cKFSrd5YlnyVNa4KipPZY3r8Tyy4axsOPus8lTWuCoqT0VuONu8uebpy+qTyKvlUs6H7jZPTlQJSENJiErI3d2dVq1asWzZsgqv+969e8THx/Pqq6+ye/duXn31VbXrvXv35vvvv3/qeViPi4yMpFu3bty5c6fMiyEU59GjR4waNYpvv/2WO3fucO7cObXNf58llUrFjh076N27N2lpaVhbW5eq/gsXKmandSGEEFVfRTSUFh8tn4bSpK5Vo6EkQ++EqIS+++67Us1JSktLQ6VSERsb+9R1v/3227z22muMHj2a1157jZ07d6pd9/LyUlsqvKKoVKpCsWhi//79hIWF8cMPP5CRkUHz5s3LXJYQQgjxMlOpyueoKmQxByEqodq1az+3uh9f8rqoHq3Ro0czevToigvoKaWkpGBhYUHHjh2fdyhlUtmGkZQlT2WNq6LyVNa4KipPZY3r8TxNHDTPk5KUn8d10BqN0sd8NbrMcb0IeSprXBWV52l+xsoSlyhf0qMkRCXk7u6Ov7+/8t7Kyop58+YxbNgwjIyMaNSoEZ9//rlyvWChCRcXF1QqFe7u7sq19evX4+joiJ6eHk2bNuWzz/63L092djZ+fn5YWFigp6dH48aNCQkJUeoEeOedd1CpVMr7oKAgtaFjPj4+9O7dm0WLFmFhYUGdOnUYN24cOTk5SpqvvvqKtm3bYmRkRL169Xj//fdL3Pj334qLpaDux/n7+yv37+Pjw/jx40lPT1fyFVdWUW7cuMGAAQOoXbs2BgYGtG3bllOnTinXd+3aRevWrdHT08PGxobg4GAePnyo8X0JIYQQVYmWSlUuR1UhDSUhqojFixfTtm1bzp07x9ixYxkzZgxJSUkAREdHA3D48GEyMjL47rvvANi4cSMzZsxg7ty5JCYmMm/ePKZPn054eDgAK1asYPfu3XzzzTckJSWxceNGpeEQExMD5G8Km5GRobwvypEjR0hJSeHIkSOEh4cTFhZGWFiYcj0nJ4fZs2cTFxfHzp07SUtLw8fHR+N7L00sj1u+fDmzZs2iYcOGSj5Ny8rMzKRr1678/PPP7N69m7i4OKZMmaJsUnvs2DEGDx7MxIkTSUhIYO3atYSFhTF37lyN70sIIYSoSrRU5XOUxaeffoqVlRV6enq0b99e+dvnSbZs2YJKpSr0xaomZOidEFXEG2+8wdixYwGYOnUqS5cu5ciRIzg4OGBmZgZAnTp1qFevnpJn5syZLF68mD59+gD5PU8Ff9QPGTKE9PR07OzseOWVV1CpVDRu3FjJW1BmzZo11cosSq1atVi1ahXa2to0bdqUN998k4iICEaMGAHAsGHDlLQ2NjasWLECV1dXMjMzMTQ0fOK9lyaWx5mYmGBkZIS2tnahfE8qa9OmTfz+++/ExMQoQyFtbW2V68HBwUybNo0hQ4Yo9zV79mymTJnCzJkzNY5RCCGEqCqeV2fQ1q1bCQgIYM2aNbRv355ly5bh6elJUlISdevWLTZfWloakydPpnPnzmWqV3qUhKginJ2dldcqlYp69eqVOHzt/v37pKSkMHz4cAwNDZVjzpw5pKSkAPlD02JjY3FwcGDChAkcPHiwTLE5OTmhra2tvLewsFCL7cyZM/Tq1YtGjRphZGRE165dAUhPTy9TfRUhNjYWFxeXYueLxcXFMWvWLLVnO2LECDIyMnjw4EGp68vKyuLPP/9UO7Kzs5/2NoQQQogqb8mSJYwYMYKhQ4fSrFkz1qxZQ40aNfjyyy+LzZObm8vAgQMJDg7GxqZsq+xJQ0mIKqJ69epq71UqlTIMrCiZmZkArFu3jtjYWOW4cOECJ0+eBKB169akpqYye/Zs/v77b/r378+7775brrHdv38fT09PjI2N2bhxIzExMezYsQPgqRsCWlpa/HuHg8fnRj0NfX39Eq9nZmYSHBys9mzj4+O5cuUKenp6pa4vJCQEExMTtWP9+vVlDV8IIYQod1qoyuUo6svBrKysIuvMzs7mzJkzeHh4/C8OLS08PDw4ceJEsbHOmjWLunXrMnz48DLfrwy9E+IFoKOjA6C2t5G5uTn169fn6tWrDBw4sNi8xsbGeHt74+3tzbvvvouXlxe3b9+mdu3aVK9e/an3S7p06RJ//PEH8+fPx9LSEoDTp0+XupyiYjEzMyu011BsbGyhhpsmZf2bs7Mz69evV57Fv7Vu3ZqkpCS14XhPIzAwkICAALVzycnJ5VK2EEIIUR7Ka+hdSEgIwcHBaudmzpxJUFBQobS3bt0iNzcXc3NztfPm5uZcunSpyPKPHz/OF1988dTbpkhDSYgXQN26ddHX12f//v00bNgQPT09TExMCA4OZsKECZiYmODl5UVWVhanT5/mzp07BAQEsGTJEiwsLHBxcUFLS4tt27ZRr149ZdNXKysrIiIi6NSpE7q6utSqVavUsTVq1AgdHR1WrlzJ6NGjuXDhQqn2iCpQVCzdu3fnk08+YcOGDbi5ufH1119z4cIFXFxcSl3Wvw0YMIB58+bRu3dvQkJCsLCw4Ny5c9SvXx83NzdmzJhBz549adSoEe+++y5aWlrExcVx4cIF5syZU+r709XVRVdXV+1cQQNYCCGEeJEU9eXgv38HltVff/3FoEGDWLduHaampk9Vlgy9E+IFUK1aNVasWMHatWupX78+b7/9NgC+vr6sX7+e0NBQWrRoQdeuXQkLC1OWEzcyMmLhwoW0bdsWV1dX0tLS2Lt3L1pa+f80LF68mEOHDmFpafnExkdxzMzMCAsLY9u2bTRr1oz58+ezaNGiUpdTVCyenp5Mnz6dKVOm4Orqyl9//cXgwYPLVNa/6ejocPDgQerWrcsbb7xBixYtmD9/vjIXy9PTkx9++IGDBw/i6upKhw4dWLp0qdqCGEIIIcSLpLxWvdPV1cXY2FjtKK6hZGpqira2Nr/99pva+d9++63IRZlSUlJIS0ujV69eVKtWjWrVqrFhwwZ2795NtWrVlHnampAeJSEqocc3fYX8VVv+7d/dyb6+vvj6+hZK9/777/P+++8XWc+IESOUlemK0qtXL3r16qV2LigoSK1r/PFlwAv8e6PaAQMGMGDAALVzj88tcnd3LzTXSJNYIH/1uX933z/O399fbU+qksr6t8aNG/Ptt98We93T0xNPT89irz9+T1ZWVk+8RyGEEKIyex57IOno6NCmTRsiIiKUJb7z8vKIiIjAz8+vUPqmTZsSHx+vdu7jjz/mr7/+Yvny5co0AE2oHslvbiHKnbu7O61atSrUYKgMgoKC2Llz51OP260IPj4+3L17l507dxabprI+67CwMPz9/bl79y5Qtuf+7/lXQgghRHGaN2/+zOv4/OS1cilnZIfSjb7YunUrQ4YMYe3atbRr145ly5bxzTffcOnSJczNzRk8eDANGjQgJCSkyPya/D1RFBl6J8Qz8N1335VqHk5aWhoqlarcGy8qlarQPwqTJ08mIiKiXOupSsLCwpQ5WEIIIYTQnEpVPkdpeXt7s2jRImbMmEGrVq2IjY1l//79ygIP6enpZGRklPPdytA7IZ6J4vbeqQwK9vwRVYNtU82/IUy+dKFS5qmscVVUnsoa1+N5mjhoniclKT9PzQb2GqW/+/PlMsdVljyNbZtpnOdacgIAxvXtNM7z5y9XShVbQVxdP4l/Qsr/Ofphi1LV8Xg9FfX5v0g//xXx/3+jUvxcpv//n8uyxPWsPY+hdwX8/PyKHGoHhacs/FtR0wQ0IT1KQjwD7u7uavNirKysmDdvHsOGDcPIyIhGjRrx+eefK9cLFldwcXFBpVLh7u6uXFu/fj2Ojo7o6enRtGlTPvvsM+VadnY2fn5+WFhYoKenR+PGjZVuZysrKwDeeecdVCqV8j4oKIhWrVopZfj4+NC7d28WLVqEhYUFderUYdy4cWr7EWVlZTF58mQaNGiAgYEB7du3f+I/SpcuXeKVV15BT0+PZs2acfjw4UI9XPHx8XTv3h19fX3q1KnDyJEjlf2fHhccHIyZmRnGxsaMHj26xP2XSoo1MjKSoUOHcu/ePVQqFSqVqsilSAt8//33uLq6oqenh6mpKe+8885TPRMhhBBCVB3SoyREBVm8eDGzZ8/mP//5D99++y1jxoyha9euODg4EB0dTbt27Th8+DBOTk7KstAbN25kxowZrFq1ChcXF86dO8eIESMwMDBgyJAhrFixgt27d/PNN9/QqFEjrl+/zvXr1wGIiYmhbt26hIaG4uXlpazWVpQjR45gYWHBkSNHSE5Oxtvbm1atWikLPfj5+ZGQkMCWLVuoX78+O3bswMvLi/j4eOzsCn8Tm5ubS+/evWnUqBGnTp3ir7/+YtKkSWppCjaidXNzIyYmhps3b+Lr64ufn5/aNz8RERHo6ekRGRlJWloaQ4cOpU6dOsydO7fIeykp1o4dO7Js2TJmzJhBUlISQLG9a3v27OGdd97ho48+YsOGDWRnZ7N3716N6inqmQghhBBV3XPsUHoupKEkRAV54403GDt2LABTp05l6dKlHDlyBAcHB8zMzACoU6eO2lKXM2fOZPHixfTp0wfI73lKSEhg7dq1DBkyhPT0dOzs7HjllVdQqVRqS1MXlFmzZs0il898XK1atVi1ahXa2to0bdqUN998k4iICEaMGEF6ejqhoaGkp6dTv359IH+e0/79+wkNDWXevHmFyjt06BApKSlERkYqdc+dO5dXX31VSbNp0yb++ecfNmzYgIGBAQCrVq2iV69eLFiwQBl3rKOjw5dffkmNGjVwcnJi1qxZfPjhh8yePVtZxryAJrGamJigUqme+Ezmzp3Le++9p7aiXsuWLTWup7SysrIK7UpeUs+ZEEIIUdFetqFo0lASooI4Ozsrrwv+UL9582ax6e/fv09KSgrDhw9XW8L74cOHmJiYAPnD5l599VUcHBzw8vKiZ8+evPbaa6WOzcnJSa3HycLCQllaMz4+ntzcXOzt1ecjZGVlUadOnSLLS0pKwtLSUq0x0q5dO7U0iYmJtGzZUmkkAXTq1Im8vDySkpKUhlLLli2pUaOGksbNzY3MzEyuX79eaM+issRanNjY2GKXTi/PegoUtUv5mDFjWLLis2JyCCGEEBVL9ZJ1KUlDSYgKUr16dbX3KpWKvLy8YtMXzNVZt24d7du3V7tW0Khp3bo1qamp7Nu3j8OHD9O/f388PDxK3PuntLFlZmaira3NmTNnCg3fq2yLQpRnrPr6+hVST4GidilPTk4uU1lCCCGEeHrSUBKiEiiYk5Sbm6ucMzc3p379+ly9epWBAwcWm9fY2Bhvb2+8vb1599138fLy4vbt29SuXZvq1aurlVkWLi4u5ObmcvPmTTp37qxRHgcHB65fv85vv/2m9AzFxMSopXF0dCQsLIz79+8rvUpRUVFoaWnh4OCgpIuLi+Pvv/9WGi4nT57E0NCwyA3jNIlVR0dHo2fi7OxMREQEQ4cOLVM9paWrq1toV/KCnwshhBCiMni5+pNevqGGQlRKdevWRV9fn/379/Pbb79x7949IH+1t5CQEFasWMHly5eJj48nNDSUJUuWALBkyRI2b97MpUuXuHz5Mtu2baNevXrKPkFWVlZERETw66+/cufOnTLFZm9vz8CBAxk8eDDfffcdqampREdHExISwp49e4rM8+qrr9KkSROGDBnC+fPniYqK4uOPPwb+120/cOBA9PT0GDJkCBcuXODIkSOMHz+eQYMGKY0ryJ+nM3z4cBISEti7dy8zZ87Ez8+v0PwkTWO1srIiMzOTiIgIbt26xYMHD4q8h5kzZ7J582ZmzpxJYmIi8fHxLFiwoMzPRAghhKjqtFSqcjmqCmkoCVEJVKtWjRUrVrB27Vrq16/P22+/DYCvry/r168nNDSUFi1a0LVrV8LCwpTlxI2MjFi4cCFt27bF1dWVtLQ09u7dqzQiFi9ezKFDh7C0tMTFxaXM8YWGhjJ48GAmTZqEg4MDvXv3JiYmhkaNGhWZXltbm507d5KZmYmrqyu+vr589NFHAOjp6QFQo0YNDhw4wO3bt3F1deXdd9+lR48erFq1Sq2sHj16YGdnR5cuXfD29uatt94qcUnvJ8XasWNHRo8ejbe3N2ZmZixcuLDIctzd3dm2bRu7d++mVatWdO/enejo6DI/EyGEEEJULapHjx49et5BCCFefFFRUbzyyiskJyfTpEmT5x1OlXDhQsVsICiEEKLqa95c8w1qy2rjmRvlUs7ANg3LpZxnTXqUhBDPxI4dOzh06BBpaWkcPnyYkSNH0qlTp5eqkVTc5r5CCCFEVaRSlc9RVchiDkKIZ+Kvv/5i6tSppKenY2pqioeHB4sXL37eYQH5DZidO3cSGxv7vEN5Itummn9DmHzpQpnz2Dg4aZznatLFUtXzNHG9CHkqa1wVledp6mjioHmelKQX7/5dB63ROE/MV6PLXE9lvf8XIU9FxyXKlzSUhBDPxODBgxk8ePDzDkMIIYQQ5eRl20dJht4JIZ4rd3d3xo8fj7+/P7Vq1cLc3Jx169Zx//59hg4dipGREba2tuzbt0/Jk5uby/Dhw7G2tkZfXx8HBweWL1+uVm5kZCTt2rXDwMCAmjVr0qlTJ65du0ZYWBjBwcHExcWhUqlQqVSEhYUVG9+XX36Jk5MTurq6WFhY4Ofnp1y7e/cuvr6+mJmZYWxsTPfu3YmLiyv3ZySEEEJUBlrldFQVVSlWIcQLKjw8HFNTU6Kjoxk/fjxjxoyhX79+dOzYkbNnz/Laa68xaNAgZSnvvLw8GjZsyLZt20hISGDGjBn85z//4ZtvvgHg4cOH9O7dm65du3L+/HlOnDjByJEjUalUeHt7M2nSJJycnMjIyCAjIwNvb+8i41q9ejXjxo1j5MiRxMfHs3v3bmxtbZXr/fr14+bNm+zbt48zZ87QunVrevTowe3bt5/9QxNCCCHEMyVD74QQz13Lli2VfZYCAwOZP38+pqamjBgxAoAZM2awevVqzp8/T4cOHahevTrBwcFKfmtra06cOME333xD//79+fPPP7l37x49e/ZUFo9wdHRU0hsaGlKtWjXq1atXYlxz5sxh0qRJTJw4UTnn6uoKwPHjx4mOjubmzZvKRrGLFi1i586dfPvtt4wcObJUzyArK4usrCy1c9nZ2aUqQwghhHiWZOidEEJUMGdnZ+W1trY2derUoUWLFsq5gg1ob968qZz79NNPadOmDWZmZhgaGvL555+Tnp4OQO3atfHx8cHT05NevXqxfPlyMjIyShXTzZs3+eWXX+jRo0eR1+Pi4sjMzKROnToYGhoqR2pqKikpKaWqCyAkJAQTExO1Y/369aUuRwghhHhWVOV0VBXSoySEeO6qV6+u9l6lUqmdK/gGKy8vD4AtW7YwefJkFi9ejJubG0ZGRnzyySecOnVKyRMaGsqECRPYv38/W7du5eOPP+bQoUN06NBBo5j09fVLvJ6ZmYmFhQWRkZGFrtWsWVOjOh4XGBhIQECA2rnk5ORSlyOEEEI8Ky9bj5I0lIQQVU5UVBQdO3Zk7NixyrmienFcXFxwcXEhMDAQNzc3Nm3aRIcOHdDR0SE3N7fEOoyMjLCysiIiIoJu3boVut66dWt+/fVXqlWrhpWV1VPfk66urjKEr4COjs5TlyuEEEKIspGhd0KIKsfOzo7Tp09z4MABLl++zPTp04mJiVGup6amEhgYyIkTJ7h27RoHDx7kypUryjwlKysrUlNTiY2N5datW4XmBhUICgpi8eLFrFixgitXrnD27FlWrlwJgIeHB25ubvTu3ZuDBw+SlpbGTz/9xEcffcTp06ef/UMQQgghKpiseieEEJXcqFGj6NOnD97e3rRv354//vhDrXepRo0aXLp0ib59+2Jvb8/IkSMZN24co0aNAqBv3754eXnRrVs3zMzM2Lx5c5H1DBkyhGXLlvHZZ5/h5OREz549uXLlCpA//GDv3r106dKFoUOHYm9vz3vvvce1a9eUOVVCCCHEi6RgW42nPaoK1aNHjx497yCEEEIUduGC7LQuhBBCM82bN3/mdew4/2u5lPOOc8mrzlYW0qMkhBDPQGRkJCqVirt37wIQFhZWpkUehBBCiMpCVr0TQogXSGRkpNpiDHp6etjY2DBx4sRS73X0POiY2WicNvv3qwDUt3Z8Qsr/+SU1EQDbppp/E5l86UKp8pQ2/fPIY2PvpHGeq5cvlqqeqnD/lfXzty7F55Jays/laWOrrJ//1hu6T0j5P94Ns555bJX157Ki8lR0XM9aFRo1Vy6koSSEqBKys7OfahW4pKQkjI2N+fvvv/n+++8ZM2YMTZo0KXafJCGEEEK83GTonRAvCXd3d8aPH4+/vz+1atXC3NycdevWcf/+fYYOHYqRkRG2trbs27dPLd+FCxd4/fXXMTQ0xNzcnEGDBnHr1q2nLvfo0aO0a9cOXV1dLCwsmDZtGg8fPlQr18/PD39/f0xNTfH09GTYsGH07NlTrZycnBzq1q3LF198UeL9161bl3r16mFtbc2ECROwtrbm7NmzJeaJiorC3d2dGjVqUKtWLTw9Pblz5w6Qv6dTSEgI1tbW6Ovr07JlS7799tsSyxNCCCGqMi1U5XJUFdJQEuIlEh4ejqmpKdHR0YwfP54xY8bQr18/OnbsyNmzZ3nttdcYNGgQDx48AODu3bt0794dFxcXTp8+zf79+/ntt9/o37//U5X7888/88Ybb+Dq6kpcXByrV6/miy++YM6cOYXK1dHRISoqijVr1uDr68v+/fvJyMhQ0vzwww88ePAAb29vjZ7Bo0eP2L9/P+np6bRv377YdLGxsfTo0YNmzZpx4sQJjh8/Tq9evZT9l0JCQtiwYQNr1qzh4sWLfPDBB/zf//0fR48e1SgOIYQQoqpRqcrnqCpk6J0QL5GWLVvy8ccfAxAYGMj8+fMxNTVlxIgRAMyYMYPVq1dz/vx5OnTowKpVq3BxcWHevHlKGV9++SWWlpZcvnwZe3v7MpX72WefYWlpyapVq1CpVDRt2pRffvmFqVOnMmPGDLS08r/DsbOzY+HChWr34ODgwFdffcWUKVMACA0NpV+/fhgaGpZ47w0bNgQgKyuLvLw8Zs2aRZcuXYpNv3DhQtq2bctnn32mnHNyclLKmDdvHocPH8bNzQ0AGxsbjh8/ztq1a+natWuJsRQlKyur0H5O2dnZyJazQgghxPMhPUpCvEScnZ2V19ra2tSpU4cWLVoo5wr2/7l58yYAcXFxHDlyBENDQ+Vo2rQpACkpKWUuNzExETc3N7W9FDp16kRmZiY3btxQzrVp06bQPfj6+hIaGgrAb7/9xr59+xg2bNgT7/3YsWPExsYSGxvL+vXrmTdvHqtXry42fUGPUlGSk5N58OABr776qtqz2bBhg9pzKY2QkBBMTEzUjvXr15epLCGEEOJZUJXTf1WF9CgJ8RKpXr262nuVSqV2rqDhkpeXB0BmZia9evViwYIFhcqysLAoc7maMjAwKHRu8ODBTJs2jRMnTvDTTz9hbW1N586dn1iWtbW1sjy3k5MTp06dYu7cuYwZM6bI9Pr6+sWWlZmZCcCePXto0KCB2jVdXc1XnHpcYGAgAQEBaueSk5PLVJYQQgjxLFSlYXPlQRpKQohitW7dmu3bt2NlZUW1auX3z4WjoyPbt2/n0aNHSiMqKioKIyMjZYhccerUqUPv3r0JDQ3lxIkTDB06tEwxaGtr8/fffxd73dnZmYiICIKDgwtda9asGbq6uqSnp5dpmF1RdHV1CzWynmaVPyGEEKK8VaWFGMqDDL0TQhRr3Lhx3L59mwEDBhATE0NKSgoHDhxg6NChyqIGZTF27FiuX7/O+PHjuXTpErt27WLmzJkEBAQo85NK4uvrS3h4OImJiQwZMkSjOm/evMmvv/7KtWvX2LZtG1999RVvv/12sekDAwOJiYlh7NixnD9/nkuXLrF69Wpu3bqFkZERkydP5oMPPiA8PJyUlBTOnj3LypUrCQ8P1/g5CCGEEKLykh4lIUSx6tevT1RUFFOnTuW1114jKyuLxo0b4+XlpVGDpjgNGjRg7969fPjhh7Rs2ZLatWszfPhwZUGIJ/Hw8MDCwgInJyfq16+vUR4HBwcAqlWrhqWlJaNGjSIoKKjY9Pb29hw8eJD//Oc/tGvXDn19fdq3b8+AAQMAmD17NmZmZoSEhHD16lVq1qxJ69at+c9//qNRPEIIIURV87INvVM9evTo0fMOQgghSiMzM5MGDRoQGhpKnz59nnc4z8yFCxWz07oQQoiqr3nz5s+8joOJv5dLOa85mpVLOc+a9CgJIaqMvLw8bt26xeLFi6lZsyZvvfXW8w5JCCGEEC8oaSgJIaqM9PR0rK2tadiwIWFhYeW6wERZ+fj4cPfuXXbu3PlMyrdtqvk3hMmXLlTKPJU1rqfNU93URqP0ObeuVmhclS1PRcdlaGGrcZ7MjORnHltl/VwezzNw228a59nYL3+7B+P6dhql//OXK2WO60XIU9FxPWtVaWnv8vD8/8oQQggNWVlZIaOFhRBCiOdD6+VqJ8mqd0KIiuHu7s748ePx9/enVq1amJubs27dOu7fv8/QoUMxMjLC1taWffv2KXmOHj1Ku3bt0NXVxcLCgmnTpvHw4UO1MidMmMCUKVOoXbs29erVK7RAQ3p6Om+//TaGhoYYGxvTv39/fvtN/dvT77//HldXV/T09DA1NeWdd94BYNasWUWO+W7VqhXTp08nKCiI8PBwdu3ahUqlQqVSERkZCcD169fp378/NWvWpHbt2rz99tukpaWVz8MUQgghxDMnDSUhRIUJDw/H1NSU6Ohoxo8fz5gxY+jXrx8dO3bk7NmzvPbaawwaNIgHDx7w888/88Ybb+Dq6kpcXByrV6/miy++YM6cOYXKNDAw4NSpUyxcuJBZs2Zx6NAhIH9O09tvv83t27c5evQohw4d4urVq3h7eyv59+zZwzvvvMMbb7zBuXPniIiIoF27dgAMGzaMxMREYmJilPTnzp3j/PnzDB06lMmTJ9O/f3+8vLzIyMggIyODjh07kpOTg6enJ0ZGRhw7doyoqCgMDQ3x8vIiOzu7Ap60EEIIUf5U5fRfVSFD74QQFaZly5bKEuCBgYHMnz8fU1NTRowYAcCMGTNYvXo158+f5/vvv8fS0pJVq1ahUqlo2rQpv/zyC1OnTmXGjBnK8uTOzs7MnDkTADs7O1atWkVERASvvvoqERERxMfHk5qaiqWlJQAbNmzAycmJmJgYXF1dmTt3Lu+9957axrItW7YEoGHDhnh6ehIaGoqrqysAoaGhdO3aFRub/Pkp+vr6ZGVlUa9ePSX/119/TV5eHuvXr1c21A0NDaVmzZpERkby2muvFXo2WVlZZGVlqZ2TRpUQQojK5GVbHlx6lIQQFcbZ2Vl5ra2tTZ06dWjRooVyztw8f5LwzZs3SUxMxM3NTWloAHTq1InMzExu3LhRZJkAFhYW3Lx5E4DExEQsLS2VRhJAs2bNqFmzJomJiQDExsbSo0ePYmMeMWIEmzdv5p9//iE7O5tNmzYxbNiwEu8zLi6O5ORkjIyMMDQ0xNDQkNq1a/PPP/+QkpJSZJ6QkBBMTEzUjvXr15dYjxBCCCGeHelREkJUmOrVq6u9V6lUaucKGkV5eXlPVWZp8uvr65d4vVevXujq6rJjxw50dHTIycnh3XffLTFPZmYmbdq0YePGjYWumZkVvXdEYGAgAQEBaueSk5OfEL0QQghRcarSsLnyIA0lIUSl5OjoyPbt23n06JHSgIqKisLIyIiGDRtqXMb169e5fv260quUkJDA3bt3adasGZDfIxUREcHQoUOLLKNatWoMGTKE0NBQdHR0eO+999QaVzo6OuTm5qrlad26NVu3bqVu3boYGxtrFKuuri66urpq53R0dDTKK4QQQlQEWfVOCCEqgbFjx3L9+nXGjx/PpUuX2LVrFzNnziQgIECZn/QkHh4etGjRgoEDB3L27Fmio6MZPHgwXbt2pW3btgDMnDmTzZs3M3PmTBITE4mPj2fBggVq5fj6+vLjjz+yf//+QsPurKysOH/+PElJSdy6dYucnBwGDhyIqakpb7/9NseOHSM1NZXIyEgmTJigNmxQCCGEqEpetsUcpKEkhKiUGjRowN69e4mOjqZly5aMHj2a4cOHK4tBaEKlUrFr1y5q1apFly5d8PDwwMbGhq1btypp3N3d2bZtG7t376ZVq1Z0796d6OhotXLs7Ozo2LEjTZs2pX379mrXRowYgYODA23btsXMzIyoqChq1KjBf//7Xxo1akSfPn1wdHRk+PDh/PPPPxr3MAkhhBDi+VI9kt0bhRCiRI8ePcLOzo6xY8cWmkf0LF24UDE7rQshhKj6itr3r7wdv3KnXMp5xa5WuZTzrEmPkhCi0gsKCqJVq1Yap09LS0OlUhEbG1tsmsjISFQqFXfv3i2xrN9//51Vq1bx66+/FjuPqThWVlYsW7ZMea9Sqdi5c2epyhBCCCEqC1U5HVWFLOYghHjhWFpakpGRgamp6VOXVbduXUxNTfn888+pVavivwGzbar5N4TJly5UyjyVNa7H89jYO2mc5+rliwBYNmmmUfrrKQlljutFyFPRcTVx0DxPStKLd/9lyWNlp/nPf9qV/J9/3x/+0Cj9+p51yhxXReW5lFtH4zxNtf8oVT0VfS+ifElDSQjxwtHW1lbbAPZpyOhkIYQQIp/WS7bjrAy9E0JozN3dnfHjx+Pv70+tWrUwNzdn3bp13L9/n6FDh2JkZIStrS379u0D8hsZtra2LFq0SK2c2NhYVCqVsk/Q3bt38fX1xczMDGNjY7p3705cXFyxceTl5TFr1iwaNmyIrq4urVq1Yv/+/cr1oobe7d27F3t7e/T19enWrRtpaWlPvN+7d+8yatQozM3N0dPTo3nz5vzwww/K9ePHj9O5c2f09fWxtLRkwoQJ3L9/X5NHKYQQQlQ5L9vQO2koCSFKJTw8HFNTU6Kjoxk/fjxjxoyhX79+dOzYkbNnz/Laa68xaNAgHjx4gEqlYtiwYYSGhqqVERoaSpcuXbC1tQWgX79+3Lx5k3379nHmzBlat25Njx49uH37dpExLF++nMWLF7No0SLOnz+Pp6cnb731FleuXCky/fXr1+nTpw+9evUiNjYWX19fpk2bVuJ95uXl8frrrxMVFcXXX39NQkIC8+fPR1tbG4CUlBS8vLzo27cv58+fZ+vWrRw/fhw/P7/SPlIhhBBCVELSUBJClErLli35+OOPsbOzIzAwED09PUxNTRkxYgR2dnbMmDGDP/74g/PnzwPg4+NDUlKSsuR2Tk4OmzZtUvYjOn78ONHR0Wzbto22bdtiZ2fHokWLqFmzJt9++22RMSxatIipU6fy3nvv4eDgwIIFC2jVqpXawgmPW716NU2aNGHx4sU4ODgwcOBAfHx8SrzPw4cPEx0dzXfffcerr76KjY0NPXv25PXXXwcgJCSEgQMH4u/vrywfvmLFCjZs2MA///xT6uealZXFn3/+qXZkZ2eXuhwhhBDimXnJupSkoSSEKBVnZ2fltba2NnXq1KFFixbKOXNzcwBu3rwJQP369XnzzTf58ssvAfj+++/JysqiX79+AMTFxZGZmUmdOnUwNDRUjtTUVFJSUgrV/+eff/LLL7/QqVMntfOdOnUiMTGxyJgTExML7X/k5uZW4n3GxsbSsGFD7O3ti7weFxdHWFiYWsyenp7k5eWRmppaYtlFCQkJwcTERO1Yv359qcsRQgghnpWXbcNZWcxBCFEq1atXV3uvUqnUzqn+/0TPvLw85Zyvry+DBg1i6dKlhIaG4u3tTY0aNQDIzMzEwsKCyMjIQnXVrFmz/G9AQ/r6+iVez8zMZNSoUUyYMKHQtUaNGpW6vsDAwEJ7NBXM4RJCCCFExZOGkhDimXvjjTcwMDBg9erV7N+/n//+97/KtdatW/Prr79SrVo1rKysnliWsbEx9evXJyoqiq5duyrno6KiaNeuXZF5HB0d2b17t9q5kydPlliPs7MzN27c4PLly0X2KrVu3ZqEhARlntXT0tXVRVdXV+2cjo5OuZQthBBClIeXbNE7GXonhHj2tLW18fHxITAwEDs7O7Vhbx4eHri5udG7d28OHjxIWloaP/30Ex999BGnT58usrwPP/yQBQsWsHXrVpKSkpg2bRqxsbFMnDixyPSjR4/mypUrfPjhhyQlJbFp0ybCwsJKjLlr16506dKFvn37cujQIVJTU9m3b5+yut7UqVP56aef8PPzIzY2litXrrBr1y5ZzEEIIcQL6yWboiQNJSFExRg+fDjZ2dkMHTpU7bxKpWLv3r106dKFoUOHYm9vz3vvvce1a9eU+U7/NmHCBAICApg0aRItWrRg//797N69Gzs7uyLTN2rUiO3bt7Nz505atmzJmjVrmDdv3hNj3r59O66urgwYMIBmzZoxZcoUcnNzgfwep6NHj3L58mU6d+6Mi4sLM2bMoH79+qV8MkIIIUQV8ZK1lFSPZDdFIUQFOHbsGD169OD69evFNoCEugsXZKd1IYQQmmnevPkzryMm9V65lONqbVIu5Txr0qMkhODzzz/H0tISLS0tli1bRlBQEK1atVKu+/j40Lt37zKVnZWVxY0bNwgKCqJfv36FGknu7u74+/uXWIaVlVWxS39XVpGRkahUKu7evQtAWFjYc12cQgghhHhasuqdEOKl8ueff+Ln58eSJUvo27cvJiYm5OXlMX78+HIpf/PmzQwfPpxWrVqxYcOGcinzaURGRtKtWzfu3LlTJRoutk01/4Yw+dKFSpmnssZVUXkqa1wVlacgvYV1U43ryEi99Mzjqqg8lTWuisrzNHVY2ztpnCf18sUy11NZ778seZ61l20xB2koCfGSS09PJycnhzfffBMLCwvlvKGh4VOVm52djY6ODj4+Pk/c3FUIIYQQorKRoXdCVBLu7u6MHz8ef39/atWqhbm5OevWreP+/fsMHToUIyMjbG1t2bdvHwCPHj3C1taWRYsWqZUTGxuLSqVS9uBJT0/n7bffxtDQEGNjY/r3789vv/0G5A8HK9gs1sbGBpVKRVpaWqGhdwWCg4MxMzPD2NiY0aNHk52drRa/n58f/v7+mJqa4unpCcDRo0dp164durq6WFhYMG3aNB4+fKhW7sOHD/Hz88PExARTU1OmT59OSdMnlyxZQosWLTAwMMDS0pKxY8eSmZmpXL927Rq9evWiVq1aGBgY4OTkxN69e0lLS6Nbt24A1KpVC5VKVWIjLioqCnd3d2rUqEGtWrXw9PTkzp07QP4+USEhIVhbW6Ovr0/Lli359ttviy1LCCGEqOpesrUcpKEkRGUSHh6Oqakp0dHRjB8/njFjxtCvXz86duzI2bNnee211xg0aBAPHjxApVIxbNgwQkND1coIDQ2lS5cu2NrakpeXx9tvv83t27c5evQohw4d4urVq3h7ewPg7e3N4cOHAYiOjiYjIwNLS8siY4uIiCAxMZHIyEg2b97Md999R3BwcKH4dXR0iIqKYs2aNfz888+88cYbuLq6EhcXx+rVq/niiy+YM2dOoXzVqlUjOjqa5cuXs2TJEtavX1/sc9LS0mLFihVcvHiR8PBwfvzxR6ZMmaJcHzduHFlZWfz3v/8lPj6eBQsWYGhoiKWlJdu3bwcgKSmJjIwMli9fXmQdsbGx9OjRg2bNmnHixAmOHz9Or169lFXvQkJC2LBhA2vWrOHixYt88MEH/N///R9Hjx4tNm4hhBCiSnvJWkoy9E6ISqRly5Z8/PHHAAQGBjJ//nxMTU0ZMWIEADNmzGD16tWcP3+eDh064OPjw4wZM4iOjqZdu3bk5OSwadMmpZcpIiKC+Ph4UlNTlQbQhg0bcHJyIiYmBldXV+rUqQOAmZkZ9erVKzY2HR0dvvzyS2rUqIGTkxOzZs3iww8/ZPbs2Whp5X/nYmdnx8KFC5U8H330EZaWlqxatQqVSkXTpk355ZdfmDp1KjNmzFDyWVpasnTpUlQqFQ4ODsTHx7N06VLlvv/t8cUfrKysmDNnDqNHj+azzz4D8nvR+vbtq9ZbVqB27doA1K1bt8Q5SgsXLqRt27ZKmQBOTvnj5bOyspg3bx6HDx9W9oSysbHh+PHjrF27Vm0jXE1lZWWRlZWldu7xHjshhBBCVCzpURKiEnF2dlZea2trU6dOHeWPfUBZMe7mzZsA1K9fnzfffJMvv/wSgO+//56srCz69esHQGJiIpaWlmq9RM2aNaNmzZokJiaWKraWLVtSo0YN5b2bmxuZmZlcv35dOdemTRu1PImJibi5uaF6bPZnp06dyMzM5MaNG8q5Dh06qKVxc3PjypUrSu/Nvx0+fJgePXrQoEEDjIyMGDRoEH/88QcPHjwA8vdZmjNnDp06dWLmzJmcP3++VPcK/+tRKkpycjIPHjzg1VdfxdDQUDk2bNhASkpKqeuC/B4qExMTtaOkXjUhhBCioj3PVe8+/fRTrKys0NPTo3379kRHRxebdt26dXTu3JlatWpRq1YtPDw8SkxfHGkoCVGJVK9eXe29SqVSO1fQmMjLy1PO+fr6smXLFv7++29CQ0Px9vZWa9BUJAMDg2deR1paGj179sTZ2Znt27dz5swZPv30U+B/PTC+vr5cvXqVQYMGER8fT9u2bVm5cmWp6tHX1y/2WsF8qD179hAbG6scCQkJZZ6nFBgYyL1799QOX1/fMpUlhBBCPAsqVfkcpbV161YCAgKYOXMmZ8+epWXLlnh6eipfHP9bZGQkAwYM4MiRI5w4cQJLS0tee+01fv7551LVKw0lIaq4N954AwMDA1avXs3+/fsZNmyYcs3R0ZHr16+r9fokJCRw9+5dmjVrVqp64uLi+Pvvv5X3J0+eVOb9FMfR0ZETJ06oLcwQFRWFkZERDRs2VM6dOnVKLd/Jkyexs7NDW1u7UJlnzpwhLy+PxYsX06FDB+zt7fnll18KpbO0tGT06NF89913TJo0iXXr1gH5QwiBYnurCjg7OxMREVHktWbNmqGrq0t6ejq2trZqR0nPoyS6uroYGxurHQWxCiGEEC+zJUuWMGLECIYOHUqzZs1Ys2YNNWrUUEbU/NvGjRsZO3YsrVq1omnTpqxfv568vLxif68XRxpKQlRx2tra+Pj4EBgYiJ2dnTJnBsDDw4MWLVowcOBAzp49S3R0NIMHD6Zr1660bdu2VPVkZ2czfPhwEhIS2Lt3LzNnzsTPz0+ZZ1SUsWPHcv36dcaPH8+lS5fYtWsXM2fOJCAgQC1feno6AQEBJCUlsXnzZlauXMnEiROLLNPW1pacnBxWrlzJ1atX+eqrr1izZo1aGn9/fw4cOEBqaipnz57lyJEjODo6AtC4cWNUKhU//PADv//+u9pqeY8LDAwkJiaGsWPHcv78eS5dusTq1au5desWRkZGTJ48mQ8++IDw8HBSUlI4e/YsK1euJDw8vFTPVQghhKgqymsth6ysLP7880+149/zdAtkZ2dz5swZPDw8lHNaWlp4eHhw4sQJjeJ+8OABOTk5yjxlTUlDSYgXwPDhw8nOzmbo0KFq51UqFbt27aJWrVp06dIFDw8PbGxs2Lp1a6nr6NGjB3Z2dnTp0gVvb2/eeustgoKCSszToEED9u7dS3R0NC1btmT06NEMHz5cWbCiwODBg/n7779p164d48aNY+LEiYwcObLIMlu2bMmSJUtYsGABzZs3Z+PGjYSEhKilyc3NZdy4cTg6OuLl5YW9vb2yKEODBg0IDg5m2rRpmJub4+fnV2Q99vb2HDx4kLi4ONq1a4ebmxu7du2iWrX8NXBmz57N9OnTCQkJUerZs2cP1tbWmjxOIYQQouopp5ZSUfNy//27vMCtW7fIzc1V5mkXMDc359dff9Uo7KlTp1K/fn21xpZGt/uopM1KhBBVwrFjx+jRowfXr18v9A+JqLouXKiYndaFEEJUfc2bN3/mdZy/XvQojNJyqFu9UA+Srq4uurq6hdL+8ssvNGjQgJ9++klt1MyUKVM4evRooeH7/zZ//nwWLlxIZGSk2qJZmpDlwYWowrKysvj9998JCgqiX79+0kjSgI+PD3fv3mXnzp3POxQhhBDipVRco6gopqamaGtr89tvv6md/+2330rc1gRg0aJFzJ8/n8OHD5e6kQTSUBKiStu8eTPDhw+nVatWbNiw4XmHUyUsX76c8uxIt7Kywt/fX21vp/Jk21TzbwiTL12olHkqa1wVlaeyxlVReQrSW9s7aVxH6uWLADRx0DyulKTKff+VLa6KyvM0dbSbqflyztHB7cpcT2W9/7LkedbKsmLd09LR0aFNmzZERETQu3dvAGVhhuKGz0P+fohz587lwIEDpZ6XXUAaSkJUYT4+Pvj4+DzvMKqE3NxcVCoVJiYmzzsUIYQQokp6Du0kAAICAhgyZAht27alXbt2LFu2jPv37ytzswcPHkyDBg2UeU4LFixgxowZbNq0CSsrK2UuU8G+h5qSxRyEEJWSu7s7fn5++Pn5YWJigqmpKdOnT1d6g7Kyspg8eTINGjTAwMCA9u3bExkZqeQPCwujZs2a7N69W205bx8fH+UbKcj/VmrhwoXY2tqiq6tLo0aNmDt3LgDdu3cv9G3V77//jo6ODhEREbi7u3Pt2jU++OADVCqV2qa5x48fp3Pnzujr62NpacmECRO4f//+s3tgQgghxAvK29ubRYsWMWPGDFq1akVsbCz79+9Xphykp6eTkZGhpF+9ejXZ2dm8++67WFhYKMeiRYtKVa80lIQQlVZ4eDjVqlUjOjqa5cuXs2TJEtavXw+An58fJ06cYMuWLZw/f55+/frh5eXFlStXlPwPHjxgwYIFrF+/nosXL1K3bt1CdQQGBjJ//nymT59OQkICmzZtUv7h9fX1ZdOmTWoTTr/++msaNGhA9+7d+e6772jYsCGzZs0iIyND+Uc6JSUFLy8v+vbty/nz59m6dSvHjx8vcYiAEEIIUemV1/rgZeDn58e1a9fIysri1KlTtG/fXrkWGRlJWFiY8j4tLY1Hjx4VOp60Wu+/ydA7IUSlZWlpydKlS1GpVDg4OBAfH8/SpUvx9PQkNDSU9PR06tevD8DkyZPZv38/oaGhzJs3D4CcnBw+++wzWrZsWWT5f/31F8uXL2fVqlUMGTIEgCZNmvDKK68A0KdPH/z8/Ni1axf9+/cH8nuqfHx8UKlU1K5dG21tbYyMjNQmlIaEhDBw4EBl3pKdnR0rVqyga9eurF69Gj09vUKxZGVlFVoBKDs7+ymenhBCCFG+VM9t8N3zIT1KQohKq0OHDmrD2dzc3Lhy5Qrx8fHk5uZib2+vjDc2NDTk6NGjpKSkKOl1dHRKXOUmMTGRrKwsevToUeR1PT09Bg0apOz8ffbsWS5cuPDEeWFxcXGEhYWpxebp6UleXh6pqalF5ilqT4mC3jMhhBBCVDzpURJCVDmZmZloa2tz5swZtLW11a49PklTX19fraH1b/r6+k+sy9fXl1atWnHjxg1CQ0Pp3r07jRs3fmJ8o0aNYsKECYWuNWrUqMg8gYGBBAQEqJ1LTk5+YnxCCCFERXkeq949T9JQEkJUWv/eRO7kyZPY2dnh4uJCbm4uN2/epHPnzmUu387ODn19fSIiIvD19S0yTYsWLWjbti3r1q1j06ZNrFq1Su26jo4Oubm5audat25NQkICtra2GsdS1J4SOjo6GucXQgghnrWXrJ0kQ++EEJVXeno6AQEBJCUlsXnzZlauXMnEiROxt7dn4MCBDB48mO+++47U1FSio6MJCQlhz549Gpevp6fH1KlTmTJlChs2bCAlJYWTJ0/yxRdfqKXz9fVl/vz5PHr0iHfeeUftmpWVFf/973/5+eefuXXrFgBTp07lp59+ws/Pj9jYWK5cucKuXbtkMQchhBCiCpEeJSFEpTV48GD+/vtv2rVrh7a2NhMnTmTkyJEAhIaGMmfOHCZNmsTPP/+MqakpHTp0oGfPnqWqY/r06VSrVo0ZM2bwyy+/YGFhwejRo9XSDBgwAH9/fwYMGFBoIYZZs2YxatQomjRpQlZWFo8ePcLZ2ZmjR4/y0Ucf0blzZx49ekSTJk3w9vZ+ugcihBBCPE8vWZeS6lF5blEvhBBFsLKywt/fX1kFThPu7u60atWKZcuWPbO4NJWWlkaTJk2IiYmhdevWGufz8fHh7t277Ny5Eyj9PV24UDE7rQshhKj6mjdv/szruJTxoFzKaWpRo1zKedakR0kIIYqRk5PDH3/8wccff0yHDh1K1UgSQgghXjSymIMQQggAoqKi6NatG/b29nz77bfPJYYmDpp/Q5iSlN8DZdtU8zzJl8qeR9PYCuKysXfSuI6rly+WOa7KlqeyxlVReSprXBWVp7LGVVF5KjqubosvapznyCSnZx5bRd+/KF+ymIMQ4qm4u7vj5+eHn58fJiYmmJqaMn36dEoa1btkyRJatGiBgYEBlpaWjB07lszMTOX6tWvXMDIyIjw8HAMDA5ycnNi7dy+Qv/u2SqXiwIEDuLi4oK+vT/fu3bl58yb79u3D0dERY2Nj3n//fR48+N8Qgf379/PKK69Qs2ZN6tSpQ8+ePdX2XCpKly5dWLBgAbm5ubRt25ZGjRoxd+5c5fr169fp378/NWvWpHbt2rz99tukpaWV8UkKIYQQlZuqnI6qQhpKQoinFh4eTrVq1YiOjmb58uUsWbKkxM1StbS0WLFiBRcvXiQ8PJwff/yRKVOmKNfHjRtHVlYW//3vf4mPj2fBggVq+yMBBAUFsWrVKn766SelwbJs2TI2bdrEnj17OHjwICtXrlTS379/n4CAAE6fPk1ERARaWlq888475OXlFRtnYGAg8+fPZ/r06SQkJLBp0ybMzc2B/GF5np6eGBkZcezYMaKiojA0NMTLy4vs7OyyPkohhBCi8nrJWkoy9E4I8dQsLS1ZunQpKpUKBwcH4uPjWbp0KSNGjCgy/eOLOlhZWTFnzhxGjx7NZ599BuQvC963b19atGgBgI2NTaEy5syZQ6dOnQAYPnw4gYGBpKSkKGnfffddjhw5wtSpUwHo27evWv4vv/wSMzMzEhISipwA+9dff7F8+XJWrVrFkCFDAGjSpAmvvPIKAFu3biUvL4/169crm9qGhoZSs2ZNIiMjee211zR7eEIIIYSolKRHSQjx1Dp06KA0FgDc3Ny4cuVKoY1YCxw+fJgePXrQoEEDjIyMGDRoEH/88YcyVG7ChAlKQ2jmzJmcP3++UBnOzs7Ka3Nzc2rUqKHWoDI3N+fmzZvK+ytXrjBgwABsbGwwNjbGysoKyG+UFSUxMZGsrCx69OhR5PW4uDiSk5MxMjLC0NAQQ0NDateuzT///PPEIX1FycrK4s8//1Q7pGdKCCFEZaIqp/+qCmkoCSEqVFpaGj179sTZ2Znt27dz5swZPv30UwClYeDr68vVq1cZNGgQ8fHxtG3bVm0YHUD16tWV1yqVSu19wbnHh9X16tWL27dvs27dOk6dOsWpU6fU6vw3fX39Eu8jMzOTNm3aEBsbq3ZcvnyZ999/X8On8T8hISGYmJioHSUNXxRCCCEqmkpVPkdVIQ0lIcRTK2h0FDh58iR2dnZoa2sXSnvmzBny8vJYvHgxHTp0wN7enl9++aVQOktLS0aPHs13333HpEmTWLduXZnj++OPP0hKSuLjjz+mR48eODo6cufOnRLz2NnZoa+vT0RERJHXW7duzZUrV6hbty62trZqh4mJSaljDAwM5N69e2qHr69vqcsRQgghRPmQhpIQ4qmlp6cTEBBAUlISmzdvZuXKlUycOLHItLa2tuTk5LBy5UquXr3KV199xZo1a9TS+Pv7c+DAAVJTUzl79ixHjhzB0dGxzPHVqlWLOnXq8Pnnn5OcnMyPP/5IQEBAiXn09PSYOnUqU6ZMYcOGDaSkpHDy5Em++OILAAYOHIipqSlvv/02x44dIzU1lcjISCZMmMCNGzdKHaOuri7GxsZqh46OTpnuVwghhHgWXrK1HGQxByHE0xs8eDB///037dq1Q1tbm4kTJzJy5Mgi07Zs2ZIlS5awYMECAgMD6dKlCyEhIQwePFhJk5uby7hx47hx4wbGxsZ4eXmxdOnSMsenpaXFli1bmDBhAs2bN8fBwYEVK1bg7u5eYr7p06dTrVo1ZsyYwS+//IKFhQWjR48GoEaNGvz3v/9l6tSp9OnTh7/++osGDRrQo0cPjI2NyxyrEEIIUWlVpVZOOZCGkhDiqVWvXp1ly5axevXqIq//e2+hDz74gA8++EDt3KBBg5TX/56P9Dh3d/dCezT5+Pjg4+Ojdi4oKIigoCDlvYeHBwkJCWppStrrCfIbWB999BEfffRRkdfr1atHeHh4sfnDwsLU3kdGRpZYnxBCCCEqD9WjJ/2lIEQlY2Vlhb+/v9oS0yJfZGQk3bp1486dO9SsWbPINGFhYfj7+3P37l2Ny01LS8Pa2ppz587RqlUrtWvu7u60atWKZcuWlTnux6lUKnbs2EHv3r2LTaPpPWhS1rP0eP0lPcPiXLggO60LIYTQTFFbXZS3q7//Uy7l2JjplUs5z5rMURKiEoqMjESlUpWqMQPQsWNHMjIyyrSYQFXi7e3N5cuXlfdBQUFFNj4yMjJ4/fXXKzAyIYQQ4sX1sq16J0PvhHiB6OjoUK9evQqts6KHk+Xk5KCvr//E5buBCn8Wz4JtU82/IUy+dKFS5qmscT1tniYOmuVJSar89yKf/4tz/5r+XELF/GxW1s/l8Ty+P/yhcZ71PeuUqp6KvpdnrQq1ccqF9CiJSsXd3R0/Pz/8/PwwMTHB1NSU6dOnlziXZMmSJbRo0QIDAwMsLS0ZO3YsmZmZyvVr167Rq1cvatWqhYGBAU5OTuzduxf4X8/NgQMHcHFxQV9fn+7du3Pz5k327duHo6MjxsbGvP/++8pmqAD79+/nlVdeoWbNmtSpU4eePXsW2mT0xo0bDBgwgNq1a2NgYEDbtm05deoUaWlpaGlpcfr0abX0y5Yto3Hjxly9epVu3boB+au1qVQqZf5NVlYWEyZMoG7duujp6fHKK68QExOjlFFUT1RYWBiNGjWiRo0avPPOO/zxx5N/IURHR+Pi4oKenh5t27bl3LlzhdJcuHCB119/HUNDQ8zNzRk0aBC3bt1Srru7uzNhwgSmTJlC7dq1qVevntqcIcjfBLZLly7o6enRrFkzDh06pHY9LS0NlUrF1q1b6dq1K3p6emzcuJGwsDBlaGFYWBjBwcHExcWhUqlQqVTK3CCVSsXOnTuf+JkU50npd+3aRevWrdHT08PGxobg4GAePnz4xOcrhBBCiMpPGkqi0gkPD6datWpER0ezfPlylixZUuLGm1paWqxYsYKLFy8SHh7Ojz/+yJQpU5Tr48aNIysri//+97/Ex8ezYMECDA0N1coICgpi1apV/PTTT1y/fp3+/fuzbNkyNm3axJ49ezh48KDaAgP3798nICCA06dPExERgZaWFu+8846ywWlmZiZdu3bl559/Zvfu3cTFxTFlyhTy8vKwsrLCw8OD0NBQtRhCQ0Px8fGhcePGbN++HYCkpCQyMjJYvnw5AFOmTGH79u2Eh4dz9uxZbG1t8fT05Pbt20U+m1OnTjF8+HD8/PyIjY2lW7duzJkzp8Tnn5mZSc+ePWnWrBlnzpwhKCiIyZMnq6W5e/cu3bt3x8XFhdOnT7N//35+++03+vfvr5YuPDwcAwMDTp06xcKFC5k1a5bSGMrLy6NPnz7o6Ohw6tQp1qxZw9SpU4uMadq0aUycOJHExEQ8PT3Vrnl7ezNp0iScnJzIyMggIyMDb2/vIu+ruM+kuOdQUvpjx44xePBgJk6cSEJCAmvXriUsLIy5c+eW+HyFEEKIKuslWx9cht6JSsfS0pKlS5eiUqlwcHAgPj6epUuXMmLEiCLTP76og5WVFXPmzGH06NF89tlnQP4eP3379qVFixYA2NjYFCpjzpw5dOrUCYDhw4cTGBhISkqKkvbdd9/lyJEjyh/yffv2Vcv/5ZdfYmZmRkJCAs2bN2fTpk38/vvvxMTEULt2bSB//6ACvr6+jB49miVLlqCrq8vZs2eJj49n165daGtrK3nq1q2r9Jzcv3+f1atXExYWpsy7WbduHYcOHeKLL77gww8/LHRfy5cvx8vLS2k42tvb89NPP7F///7iHj+bNm0iLy+PL774Aj09PZycnLhx4wZjxoxR0qxatQoXFxfmzZun9gwsLS25fPky9vb2ADg7OzNz5kwgfwPXVatWERERwauvvsrhw4e5dOkSBw4coH79+gDMmzevyDlF/v7+9OnTp8h49fX1MTQ0pFq1aiUOtXvSZ1La9MHBwUybNo0hQ4YA+T9Xs2fPZsqUKco9CyGEEC8SVVVq5ZQD6VESlU6HDh1QPTbTz83NjStXrpCbm1tk+sOHD9OjRw8aNGiAkZERgwYN4o8//lCGyk2YMEFpCM2cOZPz588XKsPZ2Vl5bW5uTo0aNdQaVObm5ty8eVN5f+XKFQYMGICNjQ3GxsZYWVkB+Y0ygNjYWFxcXJQ/sP+td+/eaGtrs2PHDiB/+Fi3bt2UcoqSkpJCTk6O0qCD/GW527VrR2JiYpF5EhMTad++vdo5Nze3YusoyOPs7Iye3v9WpPl3nri4OI4cOYKhoaFyNG3aVImzwOPPFcDCwkJ5jomJiVhaWiqNpJJia9u2bYkxa+JJn0lp08fFxTFr1iy1ZzBixAgyMjLUhmlqKisriz///FPtyM7OLnU5QgghhCgf0lASVVpaWho9e/bE2dmZ7du3c+bMGT799FMA5Y9MX19frl69yqBBg4iPj6dt27aF9umpXr268lqlUqm9Lzj3+BCtXr16cfv2bdatW8epU6eUeSsFdT5poQEdHR0GDx5MaGgo2dnZbNq0iWHDhpXxKVS8zMxMevXqRWxsrNpRMOeowJOeo6YMDAyeOmZNFn8oTfrMzEyCg4PV7j8+Pp4rV66oNTI1FRISgomJidpR0pBTIYQQoqK9bKveSUNJVDr/nlx/8uRJ7Ozs0NbWLpT2zJkz5OXlsXjxYjp06IC9vT2//PJLoXSWlpaMHj2a7777jkmTJrFu3boyx/fHH3+QlJTExx9/TI8ePXB0dOTOnTtqaZydnYmNC/6s2wABAABJREFUjS127hDkN+AOHz7MZ599xsOHD9WGluno6ACo9aI1adIEHR0doqKilHM5OTnExMTQrFmzIutwdHQs8nmWxNHRkfPnz/PPP//bK+HfeVq3bs3FixexsrLC1tZW7dC0UePo6Mj169fJyMjQOLbi6OjoFNvjWECTz6Q06Vu3bk1SUlKh+7e1tUVLq/T/tAYGBnLv3j21w9fXt9TlCCGEEM/KSzZFSRpKovJJT08nICCApKQkNm/ezMqVK5k4cWKRaW1tbcnJyWHlypVcvXqVr776ijVr1qil8ff358CBA6SmpnL27FmOHDmCo6NjmeOrVasWderU4fPPPyc5OZkff/yRgIAAtTQDBgygXr169O7dm6ioKK5evcr27ds5ceKEksbR0ZEOHTowdepUBgwYoNaD0bhxY1QqFT/88AO///47mZmZGBgYMGbMGD788EP2799PQkICI0aM4MGDBwwfPrzIWCdMmMD+/ftZtGgRV65cYdWqVSXOTwJ4//33UalUjBgxgoSEBPbu3cuiRYvU0owbN47bt28zYMAAYmJiSElJ4cCBAwwdOvSJDZYCHh4e2NvbM2TIEOLi4jh27BgfffSRRnn/zcrKitTUVGJjY7l16xZZWVmF0mjymZQm/YwZM9iwYQPBwcFcvHiRxMREtmzZwscff1yme9DV1cXY2FjtKGgwCyGEEKLiSUNJVDqDBw/m77//pl27dowbN46JEycycuTIItO2bNmSJUuWsGDBApo3b87GjRsJCQlRS5Obm8u4ceNwdHTEy8sLe3t7ZaGHstDS0mLLli2cOXOG5s2b88EHH/DJJ5+opdHR0eHgwYPUrVuXN954gxYtWjB//vxCvWLDhw8nOzu70LC7Bg0aKIsFmJub4+fnB8D8+fPp27cvgwYNonXr1iQnJ3PgwAFq1apVZKwdOnRg3bp1LF++nJYtW3Lw4MEn/iFvaGjI999/T3x8PC4uLnz00UcsWLBALU39+vWJiooiNzeX1157jRYtWuDv70/NmjU17k3R0tJix44dymft6+tb5hXj+vbti5eXF926dcPMzIzNmzcXSqPpZ6Jpek9PT3744QcOHjyIq6srHTp0YOnSpTRu3LhM9yCEEEJUdi/b0DvVo5I2qBGigrm7u9OqVSuWLVv2vEOpELNnz2bbtm1FLjAhxIULFyr1Jo2VdcPFyraxp2w4Wznjqqg8lfXnEmTD2Rdtw9nmzTVPX1Y37pTPIkMNa1WNERPSUBKVysvSUMrMzCQtLY0ePXowZ86cYpc+r4zS0tKwtrbm3LlztGrV6nmHU2lFRkbSrVs37ty5Q82aNQkLC8Pf319tM+AnuXChYnZaF0IIUfVJQ6n8ydA7IZ4DPz8/2rRpg7u7e5Va7a6sfHx86N2793OpOygoCJVKVeIhhBBCiCd72YbeyYazolKJjIx83iFUiLCwMMLCwsqtvOzs7Jdi4n9Z7nPy5MmMHj1aee/q6srIkSOrTC9eWYbR2Ng7aZzn6uWLAFjZaZ4n7Up+nso49ASgVkN7jfPcuXEZAB3TwhtRFyf71tVSxVYVhh5V1qFXlk2KXtGzKNdTEspcT2W9/xchT2WN62nznHpgrFH69jX+rNC4nrUq1MYpF9KjJEQV5O7ujp+fH/7+/piamuLp6QnkD9V6/fXXMTQ0xNzcnEGDBnHr1i0l319//cXAgQMxMDDAwsKCpUuX4u7ujr+/v5JGpVKxc+dOtfoKho4VJTc3l+HDh2NtbY2+vj4ODg4sX75cuR4UFER4eDi7du1SenAKGsTx8fF0794dfX196tSpw8iRI8nMzFTyFvREzZ07l/r16+Pg4MCsWbOKHF7QqlUrpk+fXui8oaEh9erVUw5tbW2MjIzUzhUnKioKd3d3atSoQa1atfD09FSWgs/LyyMkJES575YtW/Ltt98WW5YQQghR1b1sPUrSUBKiigoPD1f2VVqzZg13796le/fuuLi4cPr0afbv389vv/1G//79lTwBAQFERUWxe/duDh06xLFjxzh79uxTxZGXl0fDhg3Ztm0bCQkJzJgxg//85z988803QH6PTv/+/fHy8iIjI4OMjAw6duzI/fv38fT0pFatWsTExLBt2zYOHz6srPBXICIigqSkJA4dOsQPP/zAsGHDSExMJCYmRklz7tw5zp8/z9ChQ5/qXh4XGxtLjx49aNasGSdOnOD48eP06tVLWf48JCSEDRs2sGbNGi5evMgHH3zA//3f/3H06NFyi0EIIYQQz48MvROiirKzs2PhwoXK+zlz5uDi4sK8efOUc19++SWWlpZcvnwZCwsLwsPD2bRpEz169AAgNDSU+vXrP1Uc1atXJzg4WHlvbW3NiRMn+Oabb+jfvz+Ghobo6+uTlZWl1nsTHh7OP//8w4YNG5RNaletWkWvXr1YsGAB5ubmABgYGLB+/Xq1IXeenp6Ehobi6uqq3EfXrl2xsdF8+NSTLFy4kLZt26otJe/klD88LSsri3nz5nH48GHc3NwAsLGx4fjx46xdu5auXbuWWxxCCCFEZaF6yQbfSUNJiCqqTZs2au/j4uI4cuQIhoaGhdKmpKTw999/k5OTQ7t27ZTzJiYmODg4PHUsn376KV9++SXp6en8/fffZGdnP3FFvMTERFq2bKk0kgA6depEXl4eSUlJSkOpRYsWheYljRgxgmHDhrFkyRK0tLTYtGkTS5cufer7eFxsbCz9+vUr8lpycjIPHjzg1VdfVTufnZ2Ni4tLmerLysoqtFFudnb5rC4khBBClIuXq50kDSUhqqrHGxiQv+R4QW/Mv1lYWJCcnKxRuSqVin/vGpCTk1Ns+i1btjB58mQWL16Mm5sbRkZGfPLJJ5w6dUqj+p7k3/cJ0KtXL3R1ddmxYwc6Ojrk5OTw7rvvlkt9BfT19Yu9VjCPas+ePTRo0EDtmq6ubpnqCwkJUeuZAxgzZgyLl5d9c2QhhBBClJ00lIR4QbRu3Zrt27djZWVFtWqF/9e2sbGhevXqxMTE0KhRIwDu3bvH5cuX6dKli5LOzMyMjIwM5f2VK1d48OBBsfVGRUXRsWNHxo4dq5xLSUlRS6Ojo6PM7Sng6OhIWFgY9+/fVxpDUVFRaGlpPbGXq1q1agwZMoTQ0FB0dHR47733SmzYlIWzszMRERGFGi8AzZo1Q1dXl/T09HIbZhcYGEhAQIDaOU0bt0IIIURFeMk6lGQxByFeFOPGjeP27dsMGDCAmJgYUlJSOHDgAEOHDiU3NxcjIyOGDBnChx9+yJEjR7h48SLDhw9HS0tLbS+h7t27s2rVKs6dO8fp06cZPXo01atXL7ZeOzs7Tp8+zYEDB7h8+TLTp09XW2gBwMrKivPnz5OUlMStW7fIyclh4MCB6OnpMWTIEC5cuMCRI0cYP348gwYNUobdlcTX15cff/yR/fv3P5O9qAIDA4mJiWHs2LGcP3+eS5cusXr1am7duoWRkRGTJ0/mgw8+IDw8nJSUFM6ePcvKlSsJDw8vU326uroYGxurHS/Dku9CCCGqDln1TghRJdWvX5+oqChyc3N57bXXaNGiBf7+/tSsWRMtrfz/1ZcsWYKbmxs9e/bEw8ODTp064ejoiJ6enlLO4sWLsbS0pHPnzrz//vtMnjyZGjVqFFvvqFGj6NOnD97e3rRv354//vhDrXcJ8ucUOTg40LZtW8zMzIiKiqJGjRocOHCA27dv4+rqyrvvvkuPHj1YtWqVRvdrZ2dHx44dadq0Ke3bty/DEyuZvb09Bw8eJC4ujnbt2uHm5sauXbuU3rrZs2czffp0QkJCcHR0xMvLiz179mBtbV3usQghhBCi4snQOyGqoOI25rWzs+O7774rNp+RkREbN25U3t+/f5/g4GBGjhypnKtfvz4HDhxQy3f37l3ltZWVldocJl1dXUJDQwkNDVXLExISorw2MzPj4MGDheJp0aIFP/74Y7HxlrQp76NHj/jll18KNcqeJC0tTeO0Xbt2JSoqqshrKpWKiRMnMnHixCKvu7u7qz0nHx8ffHx8ShOqEEIIUam8bKveqR79e9a2EKJSU6lU7Nixg969e5c677lz57h06RLt2rXj3r17zJo1i8jISJKTkzE1NS3/YMlv1HXr1o07d+4oG9f6+/urNb4+//xzZs+ezc8//8ySJUvUNsAtyocffsjmzZu5e/cu169fp1atWs8k9qcVFBTEzp07iY2NBfIbS3fv3i20oW9xLlyomJ3WhRBCVH1FbcZe3n7PfFgu5ZgZVo2+Ghl6J8QTuLu7P/EP94qUkZHB66+/DuT3jqhUKuUPcU0sWrSIli1b4uHhwf379zl27NgzayQVxdvbm8uXLyvv//zzT/z8/Jg6dSo///yzWu9WcRYtWsTff//N559/XmkbSUIIIYSo2qpGc06ISu7Ro0fk5uYWudpceXt809bScnFx4cyZM+UYTenp6+urrVCXnp5OTk4Ob775JhYWFhqV8TJ1hNs21fwbwuRLFyplnsoa1+N5bOydNM5z9fLFUtVTFe6/LHlqNrDXKP3dny9XaFxNHDTPk5KUn6d2Q83uBeD2jdLdT0Fc1qX4GUst5c/Y4/VUtjyVNa6KylOQvs+GGxrX8f/YO++oKJK1jdcYEJAkCJIzIkkkBxGQHFRQVBQVs5jFAKKomMWcAyqKOSdUxJwwB8QcMIEIoggqmZl5vj84XTvNAOLe3b3u/fp3z54r013d1d01PfXUmw6Ha/7pfv3d/P9yvOMsShwc9TJgwABy+fJlsnLlSsLj8QiPxyPv3r0jly5dIjwej5w6dYrY2NiQZs2akbS0NPL69WsSFBREWrVqRWRkZIidnR05d+4c65i6urpk/vz5ZNCgQURWVpZoa2uTjRs30u2VlZVk9OjRRE1NjUhKShIdHR1WvA+Px6OuW0ziACsrK8Lj8Yi7u3ut1yEQCMjgwYOJnp4ekZKSIsbGxmTlypVi1xocHEzmz59PWrVqRRQUFMjs2bMJn88nUVFRRFFRkWhqarJikRiL1t69e4mzszORlJQk5ubm5PLly3Xe06SkJKKgoED/bWFhQQipTl/O4/HI7NmziZKSkljx1eDgYNKvXz9CSLVLm2hBW6bvS5YsIWpqakRJSYmMGjWKVf8pNzeXBAYGEikpKaKnp0d2795NdHV1yYoVK+rsKyGEbNmyhZiZmZFmzZoRNTU1Mnr0aLqtqKiIDBkyhCgrKxM5OTni4eFBMjIy6j0eBwcHBwfHvxUu6x0HBwdl5cqVxMnJiQwdOpTk5uaS3NxcoqWlRbfHxMSQ+Ph48uzZM9K2bVtSXFxMAgICyPnz50l6ejrx8/MjnTt3JllZWazjLl26lNja2pL09HQycuRIMmLECPLixQtCCCGrVq0iycnJZP/+/eTFixdk165dRFdXt9b+3b59mxBCyLlz50hubm6diRyEQiHR1NQkBw4cIE+fPiUzZswgU6dOJfv372ftd+HCBfLx40dy5coVsmzZMhIXF0c6depEWrRoQW7dukWGDx9OIiIiyIcP7JWxqKgoMnHiRJKenk6cnJxI586dSUFBwU/vb2hoKBWSt2/fJrm5uWTixIlEIBCQ5ORkul9+fj45efJkvWnAL168SF6/fk0uXrxItm3bRpKSkljJIMLDw8nHjx/JpUuXyKFDh8jGjRtJfn5+vf1bv349GTVqFBk2bBh59OgRSU5OJoaGhnR7jx49SH5+Pjl16hS5d+8esba2Jp6enuTr168/vXYODg4ODo5/G7y/6H//FjjXOw6OepCXlycSEhJEWlq6Vpe32bNnE29vb/q3oqIisbS0pH/PmTOHHDlyhCQnJ7MsEQEBATRb2+TJk8ny5cvJxYsXibGxMcnKyiJGRkbExcWF8Hg8oqOjU2f/lJWVCSGEKCkp1euS17RpU1bhVD09PXLjxg2yf/9+0rNnT1b/V61aRYu+Llq0iJSWlpKpU6cSQqprC8XHx5O0tDTSq1cv2m706NEkJCSEEFItLlJTU0liYiKJjo6us0+EVLvhKSkp0WthriEsLIxs3bqV9OjRgxBCyM6dO4m2tnadFjNCCGnRogVZs2YNady4MWnTpg0JDAwk58+fJ0OHDiXPnz8n586dI3fu3CG2traEEEI2b95MjIyM6u3f3LlzycSJE1mZ7ezs7AghhKSlpZHbt2+T/Px80qxZM0JIdezU0aNHycGDBxsUa8XBwcHBwcHx+8IJJQ6O/wBm0s1QXFxMZs6cSU6ePElyc3MJn88nZWVlYhaltm3b0n/zeDyiqqpKrRsDBgwg3t7exNjYmPj5+ZFOnToRHx+f/7iva9euJVu2bCFZWVmkrKyMVFZWstzXCCHEzMyM1lwihJBWrVqxsug0btyYKCkpiVlinJyc6L+bNGlCbG1tybNnz/50X4cOHUrs7OxITk4O0dDQIElJSWTAgAGswrg1MTMzI40bN6Z/q6mpkUePHhFCCHnx4gVp0qQJsba2ptsNDQ3rTQSRn59PPn78SDw9PWvdnpGRQYqLi6nQYygrKyOvX79u0HWKUlFRIeZuWFlZ+cvH4eDg4ODg+Lv4N7nN/RVwQomD4z+gefPmrL8nTZpEzp49S5YsWUIMDQ2JlJQU6d69u9iEt2nTpqy/eTweEQqFhBBCrK2tydu3b8mpU6fIuXPnSM+ePYmXlxc5ePDgn+7n3r17yaRJk8jSpUuJk5MTkZWVJYsXLya3bt36ab/q6+vfhZWVFbG0tCTbt28nPj4+5MmTJ+TkyZP1tvmr+ymacKI2iouLiZqaWq01rZgYrF9hwYIFLKsfIYSMGDGCLFu17pePxcHBwcHBwfGfwwklDo6fICEhQQQCQYP2vXbtGhkwYADp2rUrIaR6Mv0rBU4Z5OTkSGhoKAkNDSXdu3cnfn5+5OvXr0RRUVGsb4SQn/bv2rVrxNnZmVWc9c9YPeri5s2bxNXVlRBCCJ/PJ/fu3WO5Gv4ZhgwZQlasWEFycnKIl5cXKzbsVzE2NiZ8Pp+kp6cTGxsbQgghmZmZpLCwsM42srKyRFdXl5w/f5507NhRbLu1tTXJy8sjTZo0qTOG7FeYMmUKmTBhAuuzzMzM//i4HBwcHBwcHH8OLpkDB8dP0NXVJbdu3SLv3r0jX758qddKYWRkRA4fPkwePHhAMjIySFhY2C9bNZYtW0b27NlDnj9/Tl6+fEkOHDhAVFVVa7VSqKioECkpKZKamko+ffpEvn37Vme/7t69S06fPk1evnxJpk+fTu7cufNL/aqPtWvXkiNHjpDnz5+TUaNGkcLCwnoTLzSEsLAw8uHDB7Jp06b/+Fht2rQhXl5eZNiwYeT27dskPT2dDBs2jEhJSdXrzjdz5kyydOlSsmrVKvLq1Sty//59snr1akIIIV5eXsTJyYkEBweTM2fOkHfv3pHr16+T2NhYcvfu3V/uY7NmzYicnBzrP0YIc3BwcHBw/A5wWe84ODhYTJo0iTRu3JiYmpoSZWVlsXgjUZYtW0ZatGhBnJ2dSefOnYmvry8rLqYhyMrKkkWLFhFbW1tiZ2dH3r17R1JSUlixQwxNmjQhq1atIgkJCURdXZ0EBQXVesyIiAjSrVs3EhoaShwcHEhBQQHLuvSfEh8fT+Lj44mlpSVJS0sjycnJ/3ERW3l5eRISEkJkZGRIcHDwf9zH7du3k1atWhFXV1fStWtXMnToUCIrK0skJSXrbNO/f3+yYsUKsm7dOmJmZkY6depEXr16RQipdu1LSUkhrq6uZODAgaR169akV69e5P3796RVq1b/cX85ODg4ODh+N/6/Zb3j4f9T5UYODo6/lHfv3hE9PT2Snp4ulhjir8DT05OYmZmRVatW/eXH/vDhA9HS0iLnzp2rM2HDf5vHjx//dsUT/0yb37Vfom24grNcwdmGwhWc/d/7/v+vFJwVTb70d/Gt7K+JUZaX+nfYajihxMHxm8Hj8ciRI0f+EivKX427uztp164dLdL6Z4WSrq4uiYyMJJGRkbVuLywsJJcuXSLdu3cnT58+JcbGxmL7DBgwgBQVFdHiuzX7VpMLFy6Q4uJiYmFhQXJzc0lERAR5/Pgxyc/Pp2nW/2pqXuevPtvHj/+ZSuscHBwcHP9+/gmh9L38rxFKcpL/DqHEJXPg4PjNyM3NrTdt9b+JpKQkEhkZSYqKin6pnZWVFSksLCQLFy6sVSTVxuHDh8Uy34lSVVVFpk6dSt68eUNkZWVpDaX62nBwcHBwcHD8wb/Hae6vgRNKHBy/GfUVjv3d0NXVJX+HUfrPZAqsmRGwJr6+vsTX15f+fenSpVqz2f1u/G5uJH+mze/ar3+qzX9yDqG8boPbNPr2jhBCSCvdNg1u8+nd8z/dN+75c9f/u5zjd27zn5zDb13DM5+mjjRs8L4cDeffYffi4PgXsHHjRqKuri6W5S4oKIiVte3YsWPE2tqaSEpKEn19fTJr1izC5/Ppdh6PR93J3r17R3g8Hjl8+DDp2LEjkZaWJpaWluTGjRv19qWoqIgMGTKEKCsrEzk5OeLh4UEyMjLo9pkzZ5J27dqRHTt2EF1dXSIvL0969epFfvz4QfcpKSkh4eHhREZGhqipqZGlS5eKnaewsJCEh4eTFi1aEGlpaeLv70+THVy6dIkMHDiQfPv2jfB4PMLj8cjMmTNp29LSUjJo0CAiKytLtLW1ycaNG1nHzs7OJj179iQKCgpEUVGRBAUF1Sug3N3dWa58O3bsILa2tkRWVpaoqqqSsLAwsUK5P6OoqIhERESQVq1aEUlJSWJubk5OnDhBt6elpZEOHToQKSkpoqWlRcaOHUtKSkp+6RwcHBwcHBz/Gnh/0X//EjihxMHxF9GjRw9SUFBALl68SD/7+vUrSU1NJX369CGEEHL16lUSHh5Oxo0bR54+fUoSEhJIUlISmTdvXr3Hjo2NJZMmTSIPHjwgrVu3Jr1792aJq9r6kp+fT06dOkXu3btHrK2tiaenJ/n69Svd5/Xr1+To0aPkxIkT5MSJE+Ty5cskPj6ebo+KiiKXL18mx44dI2fOnCGXLl0i9+/fZ51nwIAB5O7duyQ5OZncuHGDACABAQGkqqqKODs7kxUrVhA5OTmSm5tLcnNzyaRJk2jbpUuXEltbW5Kenk5GjhxJRowYQV68eEEIqXaT8/X1JbKysuTq1avk2rVrREZGhvj5+YkV762LqqoqMmfOHJKRkUGOHj1K3r17RwYMGNCgtoQQIhQKib+/P7l27RrZuXMnefr0KYmPjyeNGzem98/Pz4+EhISQhw8fkn379pG0tLT/uH4UBwcHBwfH78r/t6x3nOsdB8dfRIsWLYi/vz/ZvXs3zaJ28OBB0rJlS+riNWvWLBITE0P69+9PCCFEX1+fzJkzh0RHR5O4uLg6jz1p0iQSGBhIj2FmZkYyMzNJmzbiLjZpaWnk9u3bJD8/nzRr1owQQsiSJUvI0aNHycGDB8mwYcMIIdVCICkpicjKyhJCCOnXrx85f/48mTdvHikuLiaJiYlk586d9Fq2bdtGNDU16XlevXpFkpOTaTFbQgjZtWsX0dLSIkePHiU9evQg8vLyhMfj1epOGBAQQFOUT548mSxfvpxcvHiRGBsbk3379hGhUEg2b95M6xxt3bqVKCgokEuXLhEfH5+fPg9RK56+vj5ZtWoVsbOzI8XFxURGRuan7c+dO0du375Nnj17Rlq3bk2Pw7BgwQLSp08fasUyMjIiq1atIm5ubmT9+vX1ph3n4ODg4OD4N/JvqoH0V8AJJQ6Ov5A+ffqQoUOHknXr1pFmzZqRXbt2kV69etEaSBkZGeTatWssC5JAICDl5eWktLSUSEtL13rctm3b0n+rqakRQgjJz8+vVShlZGSQ4uJioqSkxPq8rKyMvH79mv6tq6tLRRJzXMY17fXr16SyspI4ODjQ7YqKiqzECs+ePSNNmjRh7aOkpESMjY3Js2fP6rlL4tfEiCnm/BkZGSQzM5PVP0IIKS8vZ11Dfdy7d4/MnDmTZGRkkMLCQuoSmZWVRUxNTX/a/sGDB0RTU5OKpJpkZGSQhw8fkl27dtHPABChUEjevn1LTExMGtRPhoqKClJRUcH6rKHWMw4ODg4ODo6/Hk4ocXD8hXTu3JkAICdPniR2dnbk6tWrZPny5XR7cXExmTVrFunWrZtY2/osEKKZ2RgLS81YKNFzqKmpkUuXLoltU1BQqPWYzHHrOubfQX3nLy4uJjY2NiwRwtCQVN4lJSU0ecOuXbtooWBfX98Giw8pKal6txcXF5OIiAgyduxYsW3a2toNOocoCxYsILNmzWJ9NmLECLJs1bpfPhYHBwcHB8ffwf8zgxInlDg4/kokJSVJt27dyK5du0hmZiYxNjYm1tbWdLu1tTV58eIFMTT8+7LTWFtbk7y8PNKkSROiq6v7p45hYGBAmjZtSm7dukUn/YWFheTly5fEzc2NEEKIiYkJ4fP55NatW9T1rqCggLx48YJabCQkJIhAIPhT17Bv3z6ioqJC5OTkfrn98+fPSUFBAYmPjydaWlqEEELu3r37S8do27Yt+fDhA3n58mWtViVra2vy9OnTv+xZTpkyhUyYMIH1WWZmwzMecXBwcHBw/O38P1NKXDIHDo6/mD59+pCTJ0+SLVu20CQODDNmzCDbt28ns2bNIk+ePCHPnj0je/fuJdOmTfvLzu/l5UWcnJxIcHAwOXPmDHn37h25fv06iY2NbbBYkJGRIYMHDyZRUVHkwoUL5PHjx2TAgAHUhZCQ6picoKAgMnToUJKWlkYyMjJI3759iYaGBgkKCiKEVLv3FRcXk/Pnz5MvX76Q0tLSBp2/T58+pGXLliQoKIhcvXqVvH37lly6dImMHTuWfPjw8+rm2traREJCgqxevZq8efOGJCcnkzlz5jTo3Axubm7E1dWVhISEkLNnz5K3b9+SU6dOkdTUVEJIdVzV9evXyejRo8mDBw/Iq1evyLFjx/50ModmzZoROTk51n8SEhJ/6lgcHBwcHBz/a6xdu5bo6uoSSUlJ4uDgQG7fvl3v/gcOHCBt2rQhkpKSxMLCgqSkpPzyOTmhxMHxF+Ph4UEUFRXJixcvSFhYGGubr68vOXHiBDlz5gyxs7Mjjo6OZPny5URHR+cvOz+PxyMpKSnE1dWVDBw4kLRu3Zr06tWLvH//nrRq1arBx1m8eDHp0KED6dy5M/Hy8iIuLi7ExsaGtc/WrVuJjY0N6dSpE3FyciIASEpKCnWrc3Z2JsOHDyehoaFEWVmZLFq0qEHnlpaWJleuXCHa2tqkW7duxMTEhAwePJiUl5c3yMKkrKxMkpKSyIEDB4ipqSmJj48nS5YsafC1Mxw6dIjY2dmR3r17E1NTUxIdHU0tZG3btiWXL18mL1++JB06dCBWVlZkxowZRF1d/ZfPw8HBwcHB8W/gv5X1bt++fWTChAkkLi6O3L9/n1haWhJfX986y35cv36d9O7dmwwePJikp6eT4OBgEhwcTB4/fvxr14u/o1okBwcHB8d/zOPHj3+74ol/ps3v2q9/qg1XcPb3fC7/VJvftV//VJvftV//VJt/suCsuXnDz/FnKa+7MskvIfmLwT8ODg7Ezs6OrFmzhhBSHaetpaVFxowZQ2JiYsT2Dw0NJSUlJazah46OjqRdu3Zkw4YNDT4vJ5Q4ODg4flN+deWLg4ODg+P/L/8mocQTiGd6bdasGS1rIkplZSWRlpYmBw8eJMHBwfTz/v37k6KiInLs2DGxNtra2mTChAmsQvRxcXHk6NGjJCMjo+EdBQcHBwfHv4ry8nLExcWhvLz8b9n/f63N79qvf6rN79qvf6rN79qvf6rN79qvf6rN79qvf7LN70hcXBwIIaz/4uLiat03JycHhBBcv36d9XlUVBTs7e1rbdO0aVPs3r2b9dnatWuhoqLyS/3khBIHBwfHv4xv376BEIJv3779Lfv/r7X5Xfv1T7X5Xfv1T7X5Xfv1T7X5Xfv1T7X5Xfv1T7b5HSkvL8e3b99Y/9Ul/v6bQolLD87BwcHBwcHBwcHB8Y9Rl5tdbbRs2ZI0btyYfPr0ifX5p0+fiKqqaq1tVFVVf2n/uuCy3nFwcHBwcHBwcHBw/JZISEgQGxsbcv78efqZUCgk58+fJ05OTrW2cXJyYu1PCCFnz56tc/+64CxKHBwcHBwcHBwcHBy/LRMmTCD9+/cntra2xN7enqxYsYKUlJSQgQMHEkIICQ8PJxoaGmTBggWEEELGjRtH3NzcyNKlS0lgYCDZu3cvuXv3Ltm4ceMvnZcTShwcHBz/Mpo1a0bi4uIa7Lbwq/v/r7X5Xfv1T7X5Xfv1T7X5Xfv1T7X5Xfv1T7X5Xfv1T7b5XyA0NJR8/vyZzJgxg+Tl5ZF27dqR1NRUWh8yKyuLNGr0h6Ocs7Mz2b17N5k2bRqZOnUqMTIyIkePHv3lzIBcenAODg4ODg4ODg4ODo4acDFKHBwcHBwcHBwcHBwcNeCEEgcHBwcHBwcHBwcHRw04ocTBwcHBwcHxr4SLHuDg4Pg74YQSBwcHx29ARkbGf7sLtfL69etfnoy+efPmb+oNm3fv3v0j5/n/zKNHj0hZWdl/uxu1AoDweLxfGp/Pnz//G3v05/n69et/uwv/Oi5cuPDLbX78+PE39ITNmTNnfrlNdnY2EQgEf0NvOP5TOKHEwcHB8V/m8OHDpG/fvmTTpk0NbrN8+XLy9u3bXzrPggULyMWLFxu8/7hx44izszO5d+9egyej0dHRZOzYseT+/fu/1LdfZebMmcTY2PhvF5jXr18nHz9+/FvPQUh1TZD6/q7J2rVrSXp6+t/WHwDkzJkzxNLSkuzbt4+Ul5f/becihJAZM2b80n0ePnw4sbCwIEKhsMFiae7cuaRfv37k2rVrDT7PzZs3f3mhYNWqVT99fqLs2rWL9OrV65dF3J49e35p/z/D9OnTycOHD3+pzZEjR/6m3vzBokWLyKhRo8jWrVsb3GbIkCHEw8ODFBQUNLhNVFTUL4mrtWvXklGjRpGEhIQGt9m2bRsxNzcn165d+6Vxw/EPAQ4ODg6O/yofPnxAcHAw3NzcsHnz5p/u/+LFC/B4PISFhSErK6tB53j79i1atGiBoKAgXLt2rUFtysvLYW5uDktLS9y5cwdCofCnbRITE2Fvb4/w8HDcvXu3QedJT0+HQCAAACxfvhz37t37aZvi4mJ4eXlBV1cXDx48+On+zPFFqe96hEIhrly5AmlpacyZMwd5eXk/PcdfwaZNm1BUVFTvPvfu3UPTpk0xePBgPHr06G/tz4gRI9C8eXMkJSWhtLS03n1F73FVVRUAoKys7KfnyM3NhaSkJDp27Njg+5yWlgZ9fX107NgRfD4fQP3PEwD27t0Lf39/+Pv7Iy0t7afnuHv3Lng8HhYsWNCgsQ8Aqamp0NTURHh4eK1jThTmmOvWrYOLiwt69uyJ58+fN+g8x48fB4/Hw/Tp0xu0/5/h69ev4PF4cHd3x9OnTxvU5tChQ+DxeFi4cOHf1i8AeP/+PUJCQuDm5oYtW7Y0qE16ejo0NDTg7++PL1++/HT/R48eQVtbG3Z2diguLm7QOR4+fIhBgwahffv22LBhQ4PaAICdnR2MjIxw5cqVn44bjn8WTihxcHBw/Jc4fPgwHj58CKB6shgSEgIXF5d6xRIzWb158yakpaXRu3fvn4qlb9++AQAePHgAU1NTdO7cuV6xtG/fPmRmZgIAKioqYGpqCgsLi3rF0sGDB+m/9+zZA1tbW/Tr1++nYunhw4do164dYmNjMXbsWPB4PLx48aLO/bdv304n0yUlJfD09IS2tna9Ykl04nHp0iUcPXoU2dnZ9faLYdq0adDV1cW8efOQm5v70/2ZSTsjEH5l0pOdnQ0jIyOsXLkSQP0T/5MnT0JHRweDBg1qsFiq7Xi1fXb48GFcuXKF/j1q1Cg0a9asQWLp3bt3uH//PoDqSfOCBQvqbVNeXg4AePXqFfT09ODu7l6vWBIVOLdv34auri7c3NzqFUtJSUn038eOHYOfnx98fX0bJJZWrVoFCQkJLFy4sEFiqaioCOvXr4eNjQ369u1b7/O/desWq4/u7u4ICQlpkFjKy8vDihUroKioiGnTpv10/1+lsLAQAPDx40doaGjA1dUVT548+Wm7Dx8+ID4+HgoKCoiPj//L+7VkyRI63j98+ICuXbuiQ4cO9Yqly5cvo6SkBADw+PFjqKmpwc/PD58/f673XFVVVbhw4QLs7OxgY2NTr1iaPXs2fT88e/YMAwcOhJOTU71i6cKFCywB6uTkBD09PU4s/WZwQomDg4Pjv8DDhw9haWmJrl270h/Ljx8/1iuWxo4di3Xr1lHhc+PGDUhKStYrliZNmoTx48cjPz8fQLVYatOmTZ1i6fDhw2jcuDFmz56Nd+/eAfi5WNq8eTP09PQwb948+llDxVJpaSlmzZqFVq1aQUZGhu7LWCREuXLlCng8HiZPnkwnOQ0VSwAQFRUFOTk5aGpqQkpKCps2bcLXr1/F9tu7dy92795N/54xYwY0NTV/KpaY+/LkyRMEBgaiS5cumDp1aoNWr4FqkdWrVy8EBgb+9BxAtVjS0tJqkFgSnXh9+vSpVqEoFAqRk5MDBQUFdOvWDTdu3KDbGiKWSkpK0KdPH7Rp0waLFi0Cj8fDzp076+xTjx49sHLlSjoBffXqFXR0dOoUS0lJSeDxeNi7dy/97Gdi6dChQ1BSUkJUVBT97GdiafPmzbh16xY9zpo1a6iVpC6xFB4ejtTUVADA9+/fsW7dOlhZWdUpls6fPw9lZWUsXryYfrZly5afiqWRI0fSMZifn4/ly5dDQUGhQWKptr7X1reIiAjMmTOHnufjx49QU1OrVyxFRkZSS2hubi4WLFgAOTm5BomlukRBzc/Pnz8PU1NThIaG0vvzM7G0ceNGOg6ZcSsqlmr7bnbr1g1r1qwB8IdYsrGxqVMspaWlwdjYGP7+/vQ9+/Tp0zrFklAoxP3799GsWTNMnDgRL1++pNs4sfT7wQklDg4Ojv8SW7ZsgYeHB7p3704nIPWJJW9vb5iZmWHbtm0NFkvDhg2Dra0tZs6c2WCxtHDhQmhra2PWrFkNEksfPnzA2LFj4eTkhLlz59LP6xNLAoGAHmPPnj1QUlKCmZkZpk2bRq0xzMRXlN27d6NRo0aIjo7+qVgS7WNaWhpsbGxw5coVfPnyBTExMVBQUMDy5ctZYunTp0+wtraGt7c3jhw5Qj//mVhiJjUfPnyAvLw8Bg4ciO7du8PZ2RkdOnTAp0+fat2/Js+fP4eSkhK2b98uto25HtH7cvz4cWhra2PgwIHUOllXO6B65dvW1ha6urqwtbXFwYMH8f37d9b+165dQ+vWrdGzZ886xVJdLnU3b96EjY0NGjVqhFmzZon1V5Rhw4ahWbNm2Lx5M52AZmZmUuFT232eNGkSJCUlGyyW8vLysGDBApibm2PixIm0jahYunr1Kv28qqoKysrKMDc3x/379xsklnJychAYGAhlZWVcunQJwM/F0qtXrzB+/HiYmppi6dKl9PP6xNLHjx+hr6+P1q1b0/HUULEkev6srCy8efMGlZWVte47ePBg6OnpYcWKFQ0SS1lZWVBVVUXbtm3pe6mhYkm0XydPnsS2bduwYcOGOsfX1q1b4e7uznJT/JlYGjVqFKSlpbFjx46fiqXy8nJERkaicePG2Lp1K4CfiyWBQIC9e/eiQ4cO8PX1pc+mPrEEVLtcamtrIzo6mhNLvzGcUOLg4OD4hxH98UtKSoKbm1u9Ykl0/169esHU1BRJSUn1iiXRyVx0dDSsra0RFxdXr1gSPU98fDw0NTV/KpaYNrm5uRgzZgwcHBwaLJaA6klmeXk5Xrx4gZkzZ8Le3h5RUVHUJUv0njHXtGvXLvB4vAaJJQBYsWIFpkyZgkmTJrE+nzZtGhQUFLBixQqWWEpPT4e3tzf8/Pxw6NAh+vnPxNLHjx9x5MgRTJ48mfY5JSUFrq6ucHR0pBOomlahrKwseh9//PiB/v37Y8iQIaxnIvpsvnz5gqKiInqPjh8/Di0trXrFEgBquTt48CC+fv0KS0tLmJqa4tWrV6z7DFSPKQMDA/Ts2RPXr1+n2+sSS0y7T58+wdbWFmZmZrC3t8edO3fodua6a47Npk2bYtOmTQ0WSxMnToSEhMRPxRLTp8+fP2P+/PkwNTWtVywx/SopKYGpqSnatWuHe/fuNUgsPX/+HOHh4VBSUsLFixcB/FwsvX37FlFRUTA2NsaSJUvo54wYCAkJwbNnz1htXr58CScnJxgaGjZYLIn2debMmbC0tISenh5at26NrVu3UqEgut+kSZOgq6uL5cuXN0gsPXnyBO3atYOFhcUviyWg2tprYGAAJycnODs7Q0lJCenp6XS76L3bsmULXF1dfyqWRAX6yJEjISkp2SCxVFxcjLi4OPB4vJ+KJdHv5549e+Di4vJTsSR6LRs2bIC6ujonln5jOKHEwcHB8V9A1LUsMTERrq6utYold3d3rFmzhvWj37NnzzrFkmiCB9E2kyZNqlMsdenShbogifZr3rx5tYolMzMztGvXTkxgffz4EaNHj4a9vb2YWLKzs0P//v1ZFoqjR49CVlYW586dA1Ad3zF16lQ4ODggJiaG9n/ixIl4+PAh63p27NhRq1jy8vKCnp4enaAz94vH48Hb25vGKjBMnz4dLVu2xNy5c/H9+3c6WXzw4AE8PDzqFUui7mHfvn1Dp06doKCggDFjxtDPBQIBTp06hQ4dOsDFxQUfP36k29LS0tCoUSO4uLigV69e9B5funQJEhISVPCJTmDj4+Ph5uYGGxsbuLi40IliSkoKtLW1a3XDEwqFyM/Ph7OzMw4cOAAAOHv2LGRlZcUmb6L3OC0tDQYGBujRo4eYZUlGRgYJCQkoKyuj/Xvz5g3y8/ORk5OD69evo0uXLrCxsWGJJaBaDIqeJyoqqk6xJOqGJ3ofxo8fX6tY0tPTg4eHh5hl6dOnT5g/fz5MTEzExBKT4OHcuXN0/JeUlMDY2PinYkm0T8+fP0e/fv2gqKiICxcuAPhDLFlbW9cqll6/fo2oqCi0bt26VrEUGhqKx48fs9q8fPkSjo6OMDAwoPcmPz8fK1asqNeyNHfuXKioqOD48eOoqKiAm5sb9PT0WGJM9LlMmDChTrHk5uYmluDh8ePHaNu2bZ1iqa4ED4mJiVBWVqZJXPbu3Qsej4fk5GQAoPdZtG+bNm1Chw4dxMRSt27d4O7ujtWrVwMAy2o2fPjwWsWShoYGAgICWFbfHz9+YPr06XWKJVtbW/z48QMAWyzt3r0bzs7OYmJp0KBBcHFxodZD0ffs2rVr6xRLrVu3xvnz5zmx9F+EE0ocHBwc/yCi7lMVFRX08507d6JDhw4ssZSbmwsvLy/4+/uLZULr3r07TExMWGLp5s2baN68OXx8fMRcvYBqwWFlZSUmlkxNTdG+fXs8fPgQ5eXlLEvBvHnzoKGhISaWlJSU0K9fP7ofMyHJzc3F2LFjYWdnxxJLe/fuhY6ODmbPnk0/u3PnDnr16gVDQ0OcPXsWQLXgiI2NhZ2dHXx9feHj4wMVFRVUVVWhuLgYFRUV9FxMzIqoWCouLoalpSW6devGmlyMGzcOTZo0wa5du8SsVWPHjoWvry/LQgZUZz2rSyzp6ekhNjaW3ufKykpqPWjbti1rIiQUCnH69GlYWVnB1tYWlZWVGDlyJAYOHIjHjx9j69at6NixI9TV1dG3b1+cOHECoaGhiIiIYPU1NjYWysrK2LVrF65duwZDQ0MYGRnRPqSkpEBPTw9du3alyTgYcnJyYGhoiNLSUpw+fRoyMjJYv349vWfr169HQUEBFTGMYLl69WqtYql///5QVVWlQf9Hjx6FgYEBtm3bRp/P+fPn0aVLF9ja2uL27dsAgPnz52PhwoViMWjjx4+vVSzp6+vDzMwMBQUFYpPFsWPH1iqWJCUlMWrUKPoZ8z37+vUrFixYgDZt2rDE0vHjx2FnZ4fx48ezjl9SUgIjI6NaxVKzZs0wY8YMMbH07Nkz9OnTR0wsrV+/HnZ2dvD39xezRr179w6TJk2CkZERSyxt27YN7dq1Q79+/cTc5F69egV7e3sxsbRy5Uq0bNmSJdaFQiGKiorg7u5OY8ZSUlIgJydHx0BtMYFA9fdGR0dHTCxpamrCxMQEb9++ZV3PkydPYG5uXqtYUlRURGxsrNj1x8bGYsaMGQCAAwcOQFZWFgkJCQCqF09EMyiKWn62b98uli0wJycHrq6uGDlyJH02ouNm6NChtYolQggmTJjA6ldpaSliY2NrFUt2dnbQ1tZGWVkZysvL6ftHKBTi0KFDcHJyYomlZ8+eITg4GEOHDoVQKBR7noxYioqKYiWzMTU1haWl5U+TqHD8fXBCiYODg+MfgpkgpKamolevXnB1dcWgQYPoiu6OHTuoG97Tp08hEAiQl5eH7OxspKen48GDB7h58yY9Xq9evcTE0uXLl9GxY0cIBAKkpaXh8uXLNMgcAGJiYmBtbY0ZM2bg06dPEAgEuHv3LsLCwrB8+XJ06dIFXl5eGDhwIG1T0w1PIBCgqqoKfD4f69atw4gRI+Dp6Yndu3ejtLQUX79+pW54TIIHoVCIs2fPisWrpKeno0+fPtDV1aVi6fv379iwYQPCw8MRHh6OyspKLF26FJ06dULHjh3Rr18/OmHauXMnTfDATErKy8tRUVEhFkswYMAAyMjIYN++fbW69gHVk+mSkhLati7L0sSJE2FmZsaauFVUVGDbtm2wsLBAt27dWNYroVCIlJQU3LhxA9nZ2bCxsaEuWgw7d+6klhJpaWno6+ujoKAAQHUciL29PX2Wx48fh4KCAtatW8fq/4EDB+Dt7U3/3rdvH7ViOTs7Izg4GLKysti0aRM9b2ZmJlxcXBAXF4cuXbrAzc0NHh4eNHudqBue6PhjJs7Hjh1D8+bNsWLFCrx+/Zp1TVeuXEFwcDBatmyJbt26gcfjIT09HXfv3sXVq1dZ2fVqiiWBQIDnz58jJCQE69evx7Bhw9C3b18sW7aM1UZULAkEAjx9+hR8Ph8rVqzA4MGDYWNjg8TERLx//x4lJSW1uuExLk6FhYUoLS2lY6m4uBiGhoZiYmnhwoVQVFTEly9f8OHDBzx+/Jhuy8nJQVhYmJhYWrRoEQYOHIhLly5h6dKlGDx4MNLS0vDjxw98/vwZkyZNEnPD27FjB12gyM/Px/v37+kk+/3797Czs2OJpc+fP2Pu3LlU+DNjLz8/H4aGhvj8+TPOnz/PEso/fvzAypUrqSXwypUrrHfGhAkTxMTS+/fv0aVLF/D5fBQUFODjx4/0u/3ixQuYmZmJiaWpU6fCy8tLTCiFhYVh9OjRSE1NhaysLB3TfD4fy5Ytw9y5c7FgwQJ4eXnByMgIvXv3pmMzKSkJrq6uNMGDQCDA58+fIRAIkJCQgAEDBqBfv340Xg6oTnkvKpYEAgHevHkDPp+PJ0+e4PLly8jKyqLviKlTp7LEUkVFBU6dOoVBgwZh7ty58Pf3h7q6OkaNGkVj1Pbt2wcXFxf4+fnRRam3b99CIBDg3Llz6N+/P0JCQjB48GAq5BMSEqhYErUsvX37Fhz/PTihxMHBwfEPwkwqJ0yYgAMHDkBbWxtWVlZ0gpmUlARPT094e3vTVdLY2FiYm5vDyMgImpqarNVyJmZp27ZtdHUfqBZEhoaGsLS0pJNUZsIcHR0NGxsbzJw5k058YmJi0KpVKyxZsgT79+9HkyZN4OvrSycLCxcuhI6ODiZOnEjbREdHQ11dHZMmTcKMGTPA4/Ho5JOxLDk5OSEmJob2a+vWrdS6wCAqli5fvgyA7QIUExMDZWVlbNiwAdu3b4eGhgYsLCyoENm1axcaNWqE4cOHo6ioCIsXL0aXLl1gbGyMxYsXs2Jw+vfvD1lZWezfv59azpiJ2/Hjx+Hu7g47OzuYm5vj2LFjAKozFDJi6ciRI7Rvjx49QnJyMs6cOUOfVXl5Oa0lVVMsAdUWleDgYPTp04euEtcUjxkZGZg1axa0tLSolePhw4do2bIlKisrcerUKTGL0NKlS1FSUkKTKezbtw/jx49HkyZN6Nhas2YNNDQ0EBwcTM9VWlqKwMBAWFpaQkpKCnPnzsWhQ4cQEBAACQkJ6l5148YNtGnTBr6+vvT5CYVCFBYWwtnZGXPmzAFQPYksLCzEzp07cf/+fQgEArx8+RILFizAwIED8fTpU8TExMDc3Bw6Ojqws7ODt7c37U9UVBQkJCSwefNm6toUHR0NFRUVTJs2DZMmTUKrVq0QGhpK20yaNAnS0tKsQP7JkyejVatWmDdvHubMmQN5eXn0798fFRUVyM/PpwkehgwZwnr+fn5+sLS0hJ+fH50Yi7rhMdcEVIvqadOmwcbGBvLy8vDx8cGsWbNQUVGB169fo1+/fmjZsiUVxKWlpTh48CAUFBTQq1cvBAUFQVNTE8OHD0dFRQXevHmDqKgomJmZYc6cOSxBERcXBzc3N8jJyaFPnz5YsWIFgGrXPUdHRxgaGlKxdPv2bdp269atdKLt4+MDT09PyMjIIDExkR77/fv3cHFxQXBwMNq0aYM2bdpAV1cXAQEBdPxOnDgRenp6WLlyJStj4syZM+Hh4QEFBQUMGDAAGzduBFDtbmZpaclK8HDixAnq4jt48GDqIrhr1y7Y29tDUlISa9eupccuKipCYGAgXFxcoKqqig0bNuDOnTuQk5ODh4cHteIwCTC8vLzw/v17OmZUVVUxdepUzJ07F40aNULfvn3psUeOHAkZGRls2LCBvuOYcamsrEwTRhQWFqKyshIzZsxAo0aNaKp5Pp+P2NhYtGrVChs3bsT58+ehqqoKNzc3ugDFJHiwtbWl7+YjR47Q9//KlSuhp6cHU1NTei0JCQnQ0dHByJEjxazCHP8dOKHEwcHB8Q/x5csXODk50ZTAZWVl0NDQwJgxY1iTog0bNiAwMJDWJFFSUsK1a9dQUlKC6Oho8Hg8Vg2WXr16QUlJCSkpKQCqi7YqKyvT2JDly5eDx+OxVu+jo6OhpaWFzZs34/HjxzAzM6Or3ykpKaz4FYYpU6YgODgYQqEQFy9ehK6uLj3H/fv3xdJBf/r0Cf369aPuJq9fv4aLiwusrKzEkg7cuHEDhoaG0NfXx+nTp+nnz549g6WlJRVQycnJkJeXpxMq5r4lJCTA2dkZU6ZMgaqqKubNm4f169dDRkYGERERrJilQYMGgcfj4fz58/SzkydPQkpKCgsXLsSdO3fQr18/NGnShFpQHjx4AB8fHzg6OuL48eN4+PAhDA0NqZuRlZUVtYiVlZUhMTERzs7O8PPzo5NNZoVcSkoK5ubmdIIm+uwZV6GysjIsWbIEHTt2xPfv31FVVYWAgACMHTsWMjIyLIvQ06dP4ePjg/Pnz+Pp06cYMGAA1NXVoaCgwFqZZmLIDAwM4OfnhyFDhsDFxQVmZmbw8fHBggULwOfzkZWVBX19fQwbNozVv0uXLsHKygofPnxgPWMTExPs3bsXHz9+xLRp0+Dm5oZmzZrB0tKSig3m+pcsWQIlJSXcuHEDFRUVmDVrltiziIqKojEqaWlpMDIyom5/hw4dQvPmzemEXPSZurm5AfgjtooRdHfu3AGPx8OOHTvo/l+/fsWUKVPQp08fCIVCHD9+HJKSkliyZAmOHz+OUaNGgcfj0efPJHgQLXA8b948KCsrIyUlBYWFhfD19YWmpiYyMjIAVFtWwsPDwePxcO/ePTx//hz6+vo0m2VFRQUaNWpE3c6AasvhiBEjYGdnh4KCAgiFQsTFxUFJSQknTpzA3bt34efnB1VVVeqi9erVKzg5OUFGRgbnz5+HlZUV1q9fj8jISPB4PDoGkpKS6LNnKC4uRkBAAAwNDaGkpETv2eLFi8Hj8aiFBKi2LElKSmLfvn0AquP7lJSUkJycjCtXrsDT0xMaGhp0gs8keFBRUcGHDx+gq6uLzp07IywsDHJycvQ+5uXlISAgAG3atMGePXvw/ft3PH36FP7+/jAzM4O5uTl9J1y7dg1SUlJiGUFXr16NkSNHQiAQ4Pr16zA0NKSi7MiRI5CWlqaWKoZevXqhY8eOAIClS5dCWVmZvmciIiIgLS1Nr7+kpIQuBp08eRLPnz+Hubk5Hbc3b95Es2bNWGJdKBRi69atGD58OLV02dra0jilnJwcaGlpISIigtWvpUuXwtTUtFb3aY5/Hk4ocXBwcPxDFBQUwMbGBp8+fUJWVhbU1dUxdOhQuj01NZVOSouKisDn8xEaGopt27YBqK5xpKCgQAWMqGvZ9OnTqWViyJAh1D1p//79UFBQYFkfGJgkERcvXoSBgQGAaosXs9IKVMcMiaaqFl199/T0BFAdfyQjI0MnIt++faOB2V++fKEr8Iz7WZcuXWBnZ0cnlAyBgYHQ09NDSEgI/ezq1avQ0NAAUC2SalpSNm3aRAXHkSNHYGhoSCe39+7dA4/Hg6KiIkJDQ6m7DlAd2M7EPlRUVKBbt250wsoUfmWEAsPNmzfRpUsXXL16FZqamjSL3u3bt6GkpAQFBQUagF5WVkaD+Jl7wXy+adMmNGnSBNOnT0dNRLPDRUdHQ1ZWFtevX0dFRQUGDx4MSUlJjBgxgu5fUlKCgIAA+Pn50fu8cuVKNG3aFG3btmXVgwKqLX2HDx9GUFAQBg0ahJkzZyIvLw96enpIT0/Hly9foKGhwbr2LVu2UPeh2tI2d+/eHYqKilBUVES3bt2wbt06/PjxA66urhg+fDjdr6qqCv369aPWjGPHjkFOTo6KHtE05atXr0ZVVRUOHDiAdu3aAage/6IC/sePHzh+/Dhtw9y3ixcvwsnJCUB1IhHRsfn9+3e6YFBYWAihUIiysjJ069aNZmbLycmBrq4uncAy36sfP37A1tYWr1+/xpcvX+Dm5oY9e/YAAM6dO4fmzZtTAcu0ef78OWbPng0+n4+7d+/Czs6Ofq6lpUWzGwKg1rv379/TSfKHDx/Qvn17ughy/vx5SEtL03so6u42dOhQvHv3DqNGjYKqqirk5eVZCRcKCwsxefJkGBsbw8HBAb1794aTkxPatm2LAQMGYP369eDz+Th06BDk5eXpfRZ9LitXrgSfz8f79+/h6OhIBUzNfjFjMSMjA/369aMCvFWrVmjcuDF9pzFkZWXB29sbpqamkJGRgb29PTp06ID79+/DzMwMfD4fR48eZX3/v3//zopPY57//v37YWVlBaD6nSD6Pvv+/TuOHj1K2/D5fJSUlCA4OJjuk5KSAhkZGTouy8rKUFlZicrKSmzatAlVVVV48eIFHZcHDx4Uey8dPnyYlegEqHahMzIywvfv32khX1GRJOraK+odwPHfhRNKHBwcHH8TzI8kE1Pw/ft3GBsbY9GiRTA0NMSwYcNY8QY+Pj44efIkbf/9+3doamri2LFjuHjxIuvHuLKyEtOmTWPFEgDVP9Lm5uZITEzE9evXWW2qqqowadIkHD58GMAfQe7v37+Hm5sbZs2axQqkBqpFgJ+fHyu1t1AoxP79++kKsLy8PGu19tChQwgJCaGWh2XLlqFPnz50e2pqKgIDA2Fvb08ncj9+/EDfvn1x7NgxCIVC2rcPHz4gICAACxYsoJnWGO7cuYPu3bvTVOWnT5+m2a5OnDgBBQUF7N69GxcuXACPx8OQIUNYNXOYe/Ljxw+Ym5vj2rVr+PbtG9TV1VlCYcOGDdStqaSkBHFxcRg0aBDd7ujoCFdXV/Tq1QtycnI4c+YMtQplZ2fj3r17SElJwdOnT2lSjlWrVqFRo0asIr0102bLyspCRkaGCsrPnz+jY8eOsLKyQr9+/TBjxgx06NABFhYWdBwlJydj69atOH/+PAYPHgwnJyeWm5XoeURFT9euXTFt2jRoaWlh+PDh9HhfvnxBt27dsH37diriPn/+jLy8PNZkbtu2bdi7dy9KS0upAA0PD8f48ePB5/MhFApRVVUFW1tbJCUlITU1lSVgqqqqsHDhQjFhd/bsWXTr1g07duxgTXiBanEybNgwVgyHQCBAcnIyDAwMsH//fpb1kRkXvXr1YrX59u0bjIyMkJqais+fP4sJxaSkJJZFEqj+bjo4OCAnJwfHjx9nfc8Yi2JNq+mxY8dgZmaGjx8/Qk9PD0OHDqWC4vLly4iIiKCuYwz5+fkwNTVFdna2mFBgzsPEMzJs3LgRzZs3h7m5uZgVpbCwEKdPn8aAAQMwcuRIxMfHo7S0lO5b8z3D5/MRFxeHXbt2sY6TnZ0NY2Nj5OXlUTEi2q+tW7eyXF6B6ncJk5q8W7duYt/FgoICPHnyBLt378a1a9dojKahoSEmTJgAeXl5eg6geiHE1dWVlX1TKBTixo0b6NSpE7Uoi46Zixcvom/fvixLa1VVFby9vXHhwgWcOHFC7D2bkJCAU6dO0b+BalGrqqqKGTNmsGIFAeDWrVvw9fWlCzbM96G8vBzOzs5Yu3YtdHR0EBERwXr/d+nShZ6nrsLGHP88nFDi4ODg+BsQdVeaN28e3rx5AwCYM2cO9bEXZcqUKbC0tER2djaysrKou1Z0dDT8/f0hLS3NcrfKy8uDr68vFQ7Pnj2jk/AlS5bAxsYGEhISLFeQL1++wMfHB/Hx8di0aRMSExORnZ2NgoICBAYGQkJCAtHR0XT/srIy+Pv70wxye/fupSvojKsRj8fDggULWG06depEXZrS0tKou6DosVNTU9G5c2e0bNkSo0aNgr29PZycnCAQCLBu3Tps3LgRHz58wI8fP9CxY0fweDyWi1JxcTH8/f0RHBxMJ4n5+fn4+PEjCgoK4OzsTC0EZWVl0NfXB4/Hw9y5c+mzYWJgAKBPnz4IDw+HlpYWRowYQScwP378QGBgIFauXEmzaD169IgWo+3UqRP8/PxQXl6Oa9euoVmzZiCE0NVhZgVfR0cH7du3h4+PD52kr127Fk2aNGHdP6C6EKWKigqGDx9ORRIjar59+4aFCxfCw8MDISEhmDRpEqqqqiAUCnH//n0oKSlRdyBmNd/JyYnGVgiFQqxcuRJ79uzBnDlzqACOiYmhcTaik7SYmBiYmJjQhALHjh2Dq6sr1NXVERISglWrVqEmX758wdSpU6GgoICnT5/i7du31CoxceJE+Pj4sDKuAdWCODAwEOvXr8eOHTtw/vx5VFRU4P3792jVqhV4PB5WrlzJGme+vr50nCUlJVFBKBQK4efnBx6PR91cRcdmz549qZBlxs7gwYMxY8YMaGtrIyIiglpqvnz5gvDwcCQmJoLP59PkHSUlJWjbti38/f1ZVl6g2hXOw8MDBw8exJ07d+jkVyAQwM7ODjwej2VJBqq/566urjRWhYlfy83NhYWFBUaPHo0WLVqwRN/Dhw/RqVMnlqvq0aNHkZSUhFu3btGEKqLJL0QF1atXr2j9sDlz5qBjx46QkpJiuTV+/vwZ/v7+WL58OQBQ6212djbMzMwQFRUl1q/09HR06dKFuvIC1QlhGCvS8+fPaQ03RiyJ9mvt2rWYMWMG3r9/D4FAgMmTJ0NWVpZ1z8rLyxEYGIhOnTpBIBBg165dSE1NRVFRETIzM2FiYkLTuDOUlpbCz8+PjhlGlPL5fHTu3BlWVlZo0aIF61m+f/8eXl5e2LRpE9asWYOYmBi6QBATEwMJCQlWhsHy8nJ06tQJgYGBEAgEuHLlChITE5GZmYmqqiqEh4dDRkYGXbp0YT3/yZMnw9raGjk5OeD4veCEEgcHB8ffxKFDhyAjI4MZM2bQCenjx48RGhoKExMTzJs3D5s2bUJERAT12Y+Li0PPnj3p5Grfvn3Q1NSEn58frY/06dMn+Pv7o3379uDz+Zg2bRp8fX2piGFcj5ydnWnRRsYy4+joiAkTJkBFRQVbtmyhVp+7d+/C2NgYPj4+iIuLw4YNG9CxY0eYm5ujsrISkyZNgo6ODlasWEGTOezYsQP29vbw8vLCuXPnsHv3bvj5+cHCwgJVVVWIioqCiYkJxowZAycnJzRq1IjlavLw4UNMmzYNPj4+GDJkCCorKxEVFQUVFRUkJCTQ5BMfP36Erq4uXFxcMHXqVKxatYr2jZnsiabbff/+PUxNTWkyhvz8fIwaNQonT56kq7upqamIjIykomL9+vXQ1dWFk5OTWCKJ1q1bU6EryuPHj2FnZ0fjOl6/fk1jf06fPo1Vq1ZBRUWFTgaZGA9mYltZWYm1a9eCx+OxXJHGjx+P4cOHQygUIjMzE0lJSbCyskKXLl3EVvYZmD6HhobC2dmZCu2nT5+if//+sLOzw4QJExAYGAhFRUVIS0tj5syZtEZPWVkZunbtirZt22L48OFYunQp+vfvD3l5eTqGTpw4AWlpaSxcuBDnzp1DREQEVFVVWWngU1NT4evrCwMDA9y/fx8zZsyAr68vjd+6du0aWrZsCScnJ2pxyM3NRUBAAJydnTFx4kSoqalh5cqVVDRcv34dkpKS6N+/P3bt2oVjx47By8uLjjNmbM6fP5+O51OnTsHZ2Rnt2rXDiRMnsHnzZvj6+sLU1BRVVVVITU3FxIkTqVvk/Pnzaa0tUQEdExMDIyMjvH37FvPmzYOvry/NUnn69GmoqKjA398fwB/WSX9/f3h4eGD//v3Q0NDA6NGj8fLlSwiFQhw+fBjt2rVDYGAgcnJy6EKCrKwstUDFx8dj6NChdNK8evVqMXHFCHhvb29qsXv16hUUFRWxf/9+Oh4jIiLg4OCAlStXUjEyb948jB49Gn5+ftQN7eLFi2jTpg06dOhAn3d2djb8/f3h6OgIPp+PRYsWYcyYMdQNk7lnokKhuLgYgYGB8PX1FUvPr6+vT10KHz58iDZt2qBr16402YWrqyvc3NzQqlUrJCYm0gWF9PR0hISEwNDQkCaO8fDwoO+mqKgoqKqqIiEhgR7/zJkzaNq0KQYOHIjExEQcPXoUHh4edMzMnDkTLi4uNI7pzZs3MDAwgI2NDaqqqlBaWoqCggL4+/vDxcUFEydOhLq6OlavXk2Tozx8+JBmN4yLi0NsbCy8vLxgZmaGyspK6pI3c+ZMWvLh+fPnsLKyQseOHbF48WIcPHgQw4cPh7y8vFihbI7fA04ocXBwcPwNPHz4EGpqamIJEYDqxAdxcXHQ1taGvb09goOD8ejRI0ydOhUtW7bE4cOHWcVM16xZA2NjY1hYWKB9+/ZwcHCAtbU1KisraUD1qVOn6AQGqBZYrq6uUFNTg5mZGaysrGBvb49t27ZBXV2dlQyCsSBcv34dI0aMgIGBAXx9fTFo0CBUVVVh06ZNaNWqFSs1NMPOnTvRuXNnNG/eHE5OTujZsycqKytx9uxZyMnJ0XiQoqIibN26FVJSUqwYG+CP1fM9e/ZATU2NFdPDCIDs7GwMGjQINjY28PHxQUREBKZOnQpdXV20a9cOAwYMoFaXR48eQU1NDePHj8f+/fsREBAAV1dXep0HDx6EpKQk5s+fTyenZWVlGD16NCwtLREYGIipU6ciNDQULVq0QHJyMlauXInVq1fj69evLGuhaMD7pk2b4Ofnhw8fPqC8vBxhYWHUosG4ZzGr9aWlpfjx4wcEAgEOHTpEBZxQKMSAAQNgZmaGefPmwdnZGZ07d8bw4cNpSnnRuC8GxlXx9OnTsLW1ZSXuePnyJaZMmYIOHTrAw8MD2tra2LRpk9gxSkpKMG3aNHh7e8PS0hLh4eFUSL19+xYODg7UclBUVAR1dXXY2dlBX1+fuhCWlpZiy5YteP36NaZNmwYVFRUcPnyYFZh+5swZtGzZEjY2NjAxMYGzszNsbGyoJe3OnTtU+DJ9PHfuHKytraGtrQ0nJyf06NEDlZWV2Lp1K5SVlVnjmWl37tw5dO3aFa1atUL79u1pPSImIURsbCwrhmfUqFFQVFTE0KFDERUVhfDwcCgoKCA9PR2TJ0+GqqoqkpKSqNvW9+/fsWzZMjRq1Aje3t7o3LkzXF1d0bZtW1y4cIG6iorWwCkpKcGuXbvQrl07yMrKwsTEBPb29lScREdHQ01NDWvXrqVWvMrKSmqVHTBgAPr27ctaxBC9T6NGjULbtm2pyHz//j1GjBgBGxsbDBo0CIGBgWjevDlatmyJ48eP0/2A6ngec3NztGnTBiYmJrCzs4OdnR09v7q6OlatWkUtMWVlZTTpxfDhwzFkyBCxfjHf39u3b8PW1hYnTpyg53v06BEsLS1hZWUFU1NTaGpqQlNTE9evX0dN0tPTsXjxYpiamiI4OBhjx45FVVUVNm7cCFVVVdy9e5f1HQKq3VB9fHygrKxMi9NWVlbSbHUHDx6ki09AdWySvLw8LCws0K5dO7Rv3x5WVlY4ePAg1NXVWd8phmfPnmHhwoWwsLBAly5dEBkZiaqqKty7dw8qKipITEwU+55lZGSgf//+MDIygqWlJQICAsTcNDl+HzihxMHBwfE3sGfPHlhbW7PiOGoWdSwpKaEuQPfv36dV2BlEf2AvX76MDRs2YMqUKdi+fTv4fD6eP38OCwsLVlyTqNvU06dPcfToUSxduhTHjh0Dn8/H1KlT0alTJ7oKDYinpy4pKWFtHzBgAF01rhl3xZCZmYnS0lK6ffv27dDX12fVKyorK8PKlSvB4/EwZcoUseucPXs2AgICUFlZSftU01e/oqICFRUVOHz4MHR0dLBnzx5Mnz4dDg4OcHBwoJaUrVu3QkNDAyYmJnB1daX9ffnyJYyMjFhuXwylpaXYuHEjunfvDk9PT4waNYoW5nR0dETTpk1p1ruqqiqUlJSge/fuaNGiBfz9/dGkSRMa/wUA3bp1w7Fjx2hwuGis2ObNm+nKP1DtbsdkZfv+/TuN4VqyZAldad63bx+cnZ1pumWgWoCJBtuXl5fDysqKlQqZeV7l5eU4c+YMjI2NWamHa97jw4cPi2WiKy8vx7Rp0/D69Wvk5OSgdevWGDlyJHJycuDr6wt5eXlMnTqV7v/s2TO0adOGNTaBP8bao0ePsHv3bsyZMweHDh0Cn8/HiBEjaGwQs5/od6C4uBh5eXn48uUL7fOoUaOopYXZt+b3LCsrC5WVlRAKhXj58iX09PRYsW6iLFq0CH369IGTkxNGjx6NJ0+e4ObNm9DX18e5c+fE9i8vL8fNmzcxaNAgREZGYsmSJaiqqkJcXBx69erF6hczBpm+X758Ge/evaPufOfPn4empmatE3Kg2oLbp08fWheIuc6qqip67KtXr8LGxobljvfhwwfMnTsXfn5+8PX1hYmJCU6ePMlKssL8++HDhzh69Cji4+Nx9OhR8Pl8nD59Gurq6tT6UpP169eje/fuCA0NxfTp02m/ahZJ9ff3p1nmGF69eoX169dj6dKlmDdvHtzc3FixczXfTaJFuoHq7HRMvGBt77Py8nLk5eWhqKgIQqGQjksm6UpN8vLysGjRIsyfPx87duwAn89HfHw8PDw8WN+Tmv2qWbNt69atrLTgNdsIhUIUFxfj27dvtSZI4fh94IQSBwcHx99AQkICjIyMaAyA6I/spUuXWK5cQqEQ169fh4aGBqsqO0NVVVWtP6YPHz5Eq1atap3AVFZWsibQzEQoJCQEgYGBYp8zFedFUz8zfQsMDMTgwYPFzlFWVsaKQxBtc+fOHcjKyoolm3j48CFatGgBHo+HyMhI1rbevXvD2dmZ/s1MLPh8Pi5dukRd8YBqt0YmZoXP51OLg62tLRVLmZmZyM7OZl3jjRs3oKenRy0lTH9r9p/5Lz4+HlFRURAKhSgqKoKbmxvs7e2pW9/z588xYsQIjB07FufOncO8efOoFTE8PBy6urqQl5dnxX3k5eXB09OT9p+p+SLq1sjn81mCqLKyEgEBAQgJCaH9vXPnDvT09KCiooLFixdTF78zZ86w0r2LXuPmzZvRsmXLWgXvnTt3cO/ePVRVVSEkJAStWrWi6ZKBPyapsbGxCAkJoWN7ypQpaN26NTp06EAtR/fu3YOqqiq1voje4/LycrH6UpWVlbCzs0N4eLhYnysqKpCRkSE2SRYKhQgNDUVQUBBqUlZWRt39RLl16xZat26NFy9esIRCTSorK+n2Q4cOQU9PjzXpZbbVJej79evHikMU3f7o0SOx8wHViwvW1taoqKig+zPnqUsEHjhwgFXXCADc3d2pOyADn8+HQCBARkYGWrVqJZacAqi+z6JjjmHTpk1wdHREVVVVnddd89ls3LgRo0ePxvv37+k+GRkZMDY2posJNY8RGxsLJycnsWusqqrCoUOHWIkuhEIhKisr4ejoyHo3ifbn9u3bYtdz5coVKCsrU0sS8z0HIFaEmmHmzJmwtbVluWQC1WNk//799Hsg2ocZM2bA1NSUfiYqku7cuSNWmJnj96UR4eDg4OD4y2nTpg3JzMwkJ06cIIQQwuPx6LbDhw+T5ORkIhQK6bbS0lLy6dMnUllZSQghpKqqiu5/9epVcubMGdZnhBBSWVlJSktLSUlJCf2b4caNG2Tfvn2koqKCEEJIo0bVr/tu3bqRc+fOkeTkZNbnnz9/JgkJCeT58+esc/B4PKKrq0suXLhAvnz5wto2ceJEsnz5cnLjxg2xNtra2sTT05MkJCSQq1ev0m0KCgokODiYbN68mezatYukpKTQbb179yaZmZkkMTGREEJI48aNCSGEfPr0iSxfvpw8evSIrF+/nsyePZusXbuWFBYW0v3c3d3J4sWLCQDSsWNHUlJSQgwMDIimpiZp1KgREQqFpEmTJuTz58+kuLiYtGjRgt5n5tncvHmTnDt3jvB4PFJYWEg+f/5MmjVrRmxsbAiPxyPy8vIkOTmZNG/enMyePZukpKQQaWlpsmXLFvLlyxeSkpJCFixYQNq3b08IIWT16tVERUWFKCsrkx49epBv376R/Px8MnDgQFJaWkpGjRpFVq9eTbZu3UpOnz5Nxo0bR1RVVWmf5OTkSEVFBUlISCBdu3YlWVlZZM+ePYTH45EnT54QW1tb8uzZMzJq1Chy+fJl0qlTJxIVFUVevXpFlJWVyYsXLwghhAiFQnqN/v7+pFGjRiQyMpIQQkjTpk0JIYQAINu2bSOXLl0ihBCyb98+4ubmRrp160auXLlCCCFEQkKCEELIkydPiEAgoPewpKSEDBkyhCQnJxMVFRVCCCHNmjUjX758YY0noVBIAJDr16+Ts2fPssZr06ZNSbdu3cjdu3fpeGH6/O7dOzJ//nzy8uVLsXFmaGhIHj16RJ48eUIA0G3fvn0jq1atIhcuXGC1+fjxI3nz5g1RUlIijRo1Inw+n57n/v375P79+wQAadq0Kf1uSEtLEz6fT968ecM6FgCyfft28vDhQ3oMVC9AEx0dHVJQUEDevn1L779QKCTfv38ny5cvp/dZFKFQSN6/f0/y8/MJj8cjAAiPxyMCgYCcOHGC5OTk0D4RQsijR4/IzJkzSZs2bcjMmTPJyZMnCSGExMfHk48fP9J3DwDSuHFj2vbr16/k8+fPhBBC+Hw+vW+3bt0iJ06cIOXl5ax+VVVVkdevX5OioiLSqFEjejyBQEBOnjxJ8vPzSZMmTVhtXrx4QTIyMoi5uTmJiooix48fJ2ZmZkRDQ4PcunWLEPLHu4e5dw4ODuTmzZvk6NGjrGOVlJSQnTt3krS0NNazb9q0KQkKCiKnTp2i7yDmWFlZWWT16tViz0xFRYU0atSI9oF5LoQQcvLkSXL69Gmx52JqakqePHlCUlNT6b6EEFJeXk6SkpLou1S0b97e3uTVq1dk69athJA/3mUVFRVk586d5ObNm6xjcfzG/Hf0GQcHB8f/PtHR0bQIYXZ2Nj5+/IjIyEgoKSmx0tMC1aumfn5+sLKyYvnNl5WVwc3NDbGxsbWeo1+/fmjZsiUrFS+TEUw0yJohJycH/fv3h56eHvbu3YuioiK8fPkSgYGBsLOzE3MPAarjUdq0aQMnJydkZmbi8+fP8PHxgbS0NFxcXMRWvRlOnTqFjh07omPHjli1ahXOnj0LLy8vdOrUCe/evYO2tjbWrFlD93///j369+8PR0dHrFq1CiUlJcjIyEDnzp1hZ2eH2NhYyMnJwcXFBfr6+jA0NGTFWPD5fFy4cAGampqs+jSi/PjxA5qamtQtSpRx48YhNjYWd+7cgZGREXR0dMDj8TBu3DixY/j4+MDExASHDh3C9evXIS0tDWlpaRroz6xO37hxAzo6OtDT00Pr1q3h5OQEGxsb6go2YsQImg0wMzMTO3fuhJ2dHfr27Yt9+/ahpKQEQ4cORe/evelKe2xsLIyNjVk1ZD5//owTJ05QawKPx4O6ujprLAHVK+1Lly6FgYEBRowYge/fv+Px48eIjY2FoqIi7T9QPSZ79uwJJSUlljtYfHw8rK2tMXHiRAwbNgwtWrRgrZALhUKUlpYiLCwMTk5ONIbr48ePqKqqgoeHB8aOHSt2/69evYr27dsjNDSUuv1lZ2ejS5cucHFxEXN3Yvpobm4OKysrpKWlITc3lyYhqK3N169f0a5dO4SFhVGLKzPOhw0bhhkzZohZNJ49ewYtLS2MHj2aZb1hrkXUjZQhPz8fqqqq6Ny5M03kUFVVhWnTpsHQ0FAsDThQbe0yMTFBXFwcK/tZWVkZXF1dWRn8RGuCrV69GiEhIVBQUMCgQYOwatUquLq6YtGiRazrYxgwYAD09fVZcV0VFRXw9vau9bmkpaWhTZs2mD9/PivWrLS0FK6urqxshHv27GG5/W3evBl9+/aFrKwsIiMj0b17d0hJSdUZkxMZGQlJSUkkJCTg/v37ePjwIXx9fWFtbV3r82fKF3h5eVGLak5ODjp37gxnZ2exNp8+fYK7uzu6du3KioXi8/nw9vZm1f0SZdiwYWjevDkSEhJw+/ZtnDlzBj4+PnX2q6ioCGPGjIGuri7NVpqbm4vp06dDWVlZLHU6x+8LJ5Q4ODg4foGaYgAQ91dnKC4uxqxZsyAhIQFtbW2oq6tDTk6O1v2oyalTp+Dp6QldXV1s27YNq1atgqmpKRQUFFiCQJQnT54gICAAUlJSmDNnDqZPnw4vLy+Ym5uLTfgYMjIyMGHCBDRt2hQaGhp0Al8zABv4Y5L19OlTWFlZQU1NDerq6pCUlESbNm1QWVmJ5ORk1n0RnZhduHABo0ePpoHr7du3R2VlJXJycmBnZ8dKXw5UuyVNmjSJFjBt3bo1nJ2dkZWVhfDwcNy+fRsVFRVIT0+HlZUVzM3NxeIA7t27V+szYfp48OBBKCoqIiQkBM+ePcPNmzcxefJkyMvL4+bNm/D09MSYMWNw8uRJmsVvw4YNrGv89u0breGSkJAAKSkpyMrKon///mLnraioQEJCAlauXImDBw+y6gp17doVhoaGWLduHVxcXODv74+IiAi4u7vDz88PAFixX9OmTYOysjLOnTtHg/1F7/nnz5/x7NkzjB49Gjo6OrS+i2jf8/PzsXnzZmhoaKBly5YwNDSEoaEha/ItetyQkBAoKSlRN7znz59j/Pjx0NTUhJqaWq1JPoBqF8Dg4GC0bt0anp6eaNmyJRwdHWFhYSHmqsVw/PhxBAYGomXLltDX14epqSlNXFLzOphnXFhYCAcHBxgYGEBJSYm6YDLnqNlm+fLlNCHE+/fvcefOHUyZMgWKioo0O1lNcbFnzx40b94c4eHh2LRpE5KTk+Hu7g5LS0uxeD2mX0+fPoWmpiZNWBAQEABFRcVa7zNDbGwsTExMMGLECJw+fRpnz56Fj48P2rVrR7/P06ZNg4GBAas+VlFREW7evAltbW14e3uDx+NBVlaW5WLKcOPGDVokeN68eZg5cyYrI1xtjB8/HmZmZoiMjMTVq1dx6dIlKmCYNkz2waVLl4oJvbt376JHjx5wd3enafprPhugeqzPmTMHCgoKUFZWhqmpKTp06FDru4nh5MmT6NGjB6SkpGBkZAQVFRW0aNGi1jEDVLvfWVhYwNPTE1OmTMG6devg6upKr1/02Yu2nTRpEvT09CApKQlCCK1fJhQKa+3Xs2fPMGXKFEhISMDAwABmZmbQ1NSs9/lz/H5wQomDg4OjgTA/mu/fv8e+ffuwcuVKGjtUl1gCquM1Ro4cCR6PJyYManL//n0MGTIE2tra0NPTAyEEBw8erPccBQUFmD59OhwdHdGxY0cMHjyYTl5EJ3E1g5EzMjJw5MgRnD9/njV5r6/Y4Z49e7B+/XpoaWnB29sbkydPBo/HqzW2SZT8/Hy6Gj1q1CgYGRlBQ0ODNdlnKC4uxocPH3D06FFcv34dmzZtgrS0NNq1a8eyeDx58qRWsSR6jbX1pbS0FGfPnoWhoSHU1dWhp6cHCwsLpKamIiYmBv369UNBQQGA6sQKTOzU+vXraVFLoHo8REdHo2vXrnjw4AEuX74MBQUFhIWFifWl5mSd6e/3799pgP2CBQtoxr89e/agffv2rOt6//49bGxscODAgXrvNcOQIUNgZ2cndn6mTVFREQ4ePIgbN27Q+K+7d+9iz549OHz4MCuOrlu3blBUVKTWoTVr1oilNa+tP3fu3MGMGTPQsmVLKCoqQkVFhYoRUbEk2ubNmze4cuUKli5disOHD9PnWDOrmeh1MVnutm3bhhMnToDP56OsrIw18ReNX9m8eTOcnJzQtGlTGBkZwcTEBPfv3xdb6Rc919GjR+Hv7w9FRUXY2tqiU6dOOHXqFE6dOiUmMJh2X79+xZo1azBx4kQsWrSIZUmua0K+dOlSKnasra3h7e1Nv8fMvbx8+TLLuiUUCpGbmwtDQ0Po6OggMjISBgYGtI5Qzef/6tUrzJo1C6ampvD09KQZLj99+sS6FtF2c+bMoULHysoKHh4etF/r16+HiooKbt68Sa9L9HsiFApRVlaGT58+YdiwYdDQ0Kg1Horh6dOnuHHjBm7dugWBQIB3797ROnG13b+8vDycO3cOvXv3RpMmTWhilLqey507dzBu3DgYGhrC1dUVYWFhSE9PF0tkU/M8z58/R0pKCvz8/CAnJ4e0tLR635nl5eV48OABNmzYgMOHD9dqSeT4veGEEgcHB0cDYCYMGRkZ0NPTg7W1NRQUFNCmTRux7E412blzJxo1alRr1iyGmj+0CQkJaNSoEQ3Ir2ulV7R/TOal3NxcFBUVUdei2gSWaKYroHryWHMiIkrNLGRPnz6FpKQkmjdvThNQ1FxZr+3aDh8+jJYtW6JFixZ1rqzW7O+XL1/g5eWFxo0bs5ILMP2wtbWFsrIyfvz4Qc/15MkTWt+oLpiMZRkZGfj48SOmTp0KdXV1GBkZsfb7+vUrevfuTd2MmHvw4MED2NraUhceoVCIU6dOQUFBgZWUYPjw4VRQLFq0CF26dIGpqSnGjBlDXdZE7z3jhtmrVy/WvcvIyIC0tDTrfAyiCQBu376NkydPYsGCBTAwMKg1cFwoFGLevHmIiIigAvbIkSOQkJCAlZUVJCQk4OTkxCrYGRISAhUVFUyZMgU8Ho+OzdomiTU/Ky4uxokTJ+Dj4wNnZ2ealrsuS6To5/fu3cPt27dZwfa1ZSDLzMyk9cf2798PR0dHse9mzUxvc+bMQUxMDD59+oTIyEiEhYWJZTATPdeHDx/g4OCA8PBwHDhwADwejyb2qInoOE5JSUFUVBRGjhxJFyZqUvP7+Pz5c3z48IGePzs7G05OTti9e3ed1/T69Wu0b98eurq6GDlyJFq3bl2rhZhh9+7dVJxHR0dj0KBBYtY+0falpaXYtm0b3r17RwVQZWUl+vfvT5Oz1JWIQiAQIDs7mxacrU9ki96LGTNmwM/PD+fOnas1oQfz/9u3bwePx0NKSgqAn7+PBAIBKioqUFpaigMHDsDAwABbt26l46yu8QhUW2779esHaWlpmkynId8Djn8fnFDi4ODg+AmiE2MpKSnExsYiLy8Pr169gqamJivNc022bt1KV4YZ6rM+CYVCJCYmgsfjQUNDg35Wn1ASFTELFiyAg4MDLC0t4eHhQVeda/7Qi/69ZMkS+Pn5oW3btoiJiRHL4lQbSUlJkJeXh5KSEiuLXn39nD9/Pvz9/WFjY9OguiEXLlygFqevX7/C2dkZrVu3xvPnz1n7ZWRkYMCAAfTchw4dgo6ODubNm0eLVtZEIBDQe8BMjHJzczF58mQoKysjJiaGNcn5+vUrgoODYW9vj/fv32PBggXo3bs3wsLCWBMygUCAU6dOoUWLFrCxsYGTkxMMDAxQVVWFqVOnQlVVFcuXL8epU6fQuHFjBAUF0fpXP378wPbt2xEQEFBrLZq3b9/C1NQUGzduZGUEBKotUGvXrsWhQ4egrKwMLy8vyMjIQEJCAvPnz6/1HuzYsQM8Hg8TJ07Es2fP4OTkhISEBJSXl+Ply5cYN24crK2taWyMQCCAubk5CCGwsrKitb5+NhkUtcKJiiXGulKbOytDVFQUtLS00LRpU3Tr1o2V1pk5ZlxcHC5fvoz+/fuDx+MhJiYGjRs3RlJSUq3HZNqVlpZi+vTpaNKkCby9vdG8eXNkZGTUey1FRUVYt24ddHR00KxZM3qO+sb9xo0bIS8vj/DwcOjp6cHe3r5Oy1Jd91IgEOD58+eQkpISyyQJsNNT3759G+bm5jAzM4ORkRGePn1a6z0uLS1FcHAwmjRpgj59+tR7/Uy/YmJiMHjwYJbYEAgE8PPzo6ndRSkrK6OLG7NmzYK5uTl0dXXRrFkzxMTE1JlpjkG0FpdonbiaMO9ZHx8fVhxVffeT2bZ7924sXLgQjRs3hrGxMfbs2UM9Beob2w0VSxz/bjihxMHBwdEAXr16BUlJSUybNo31efv27REbG4v+/ftj9+7dLNeKjRs3onHjxoiIiICLiwu6d+9OV7jrEktMm7i4ODg7O8PW1pZOgn5mVZo6dSpUVFSwY8cOpKSkwMrKCnp6erWu3jNMmTIFampqmDt3Lvbu3QsJCQkMGTJELE15TXeau3fv4tWrV0hLS4Oqqip8fX3pvrX1k8/nY+XKlZCWloapqWm9ExGhUIiMjAzweDxMmjSJir2vX7/C3t4exsbGYmKJ4cyZM2jevDnWr19fr2sPQ05ODuzt7XHjxg0A1S6CEyZMgKOjI2bNmsXat6CggBYGXbZsGXg8HvT09GoVY0+fPsWwYcMQExODqqoqPHr0CCYmJrh48SKA6sB9CQkJlitmdnY2Ro4ciZ49e7Jq5IiKok6dOsHMzIwGrgPV1odOnTrBz88PKioqNBU5IxyYoH5RmPt+8OBB8Hg8jB49GsHBwawU7FlZWRg1ahRcXV2Rm5uLhIQENGnSBP369YOvry+6d+9ea/rvmueoCVMItDaxJNomLS0N5ubmuHz5Mk6fPg03Nzd4enpiz549dJ9FixaBx+NRN0E3N7daU8/XRUlJCWxtbanAYqjtu8L07datW5CWloaqqior0Udt3+mEhAQ0btyYpsT+8eMHFBUVaVxfXWm/a7Nm5OTkwMrKCkuXLhWLvzp48CAWLFiAGTNmIDAwENbW1iCEoFGjRjQdeW3XVFlZCU1NTTRt2pTe1/reM/fv36fbRd0UhwwZAkNDQ7FFlg8fPqBfv34YPHgw1NTUsHfvXuzduxeEEBgaGuLYsWNi9aUYnj59CmNjY2ohqosNGzZAQkICI0eOhJ6eHsaOHdvgZAlMEpPExESsW7cOjo6OMDAwwO7du2u1LNUkLy+PE0v/43BCiYODg+MnCAQCTJkyBcrKyli+fDn9fMGCBWjUqBF69+4NBwcHSEhIIDIyEsXFxUhISACPx6OuQJs3b4adnR26d+9eZ1wT04Yp0nn+/HnY2NiwagPVNYlh9mUm0MnJyZCXl4ehoSGUlZVrFUvHjx9H69atqStXWloamjZtCgkJCQQGBta64p+VlYWvX79St76KigqcOXMGrVq1Yoml2oL1y8rKkJiYiKZNm7KKk9bF5s2b0aJFC0RHR7PEkqOjI8zMzFgFURlXqqFDh9ICpAy1xecw3LlzBx07doSpqSmtLZOXl4fx48fD3t4ec+fOrXPFPykpCTweD1OnTmXFEtV0awSqA+jbtWsHoNriJVqA9vv373ScfP36lZ5jxYoVCAsLg4+PDxYtWoSqqipUVFTAwcEB5ubmGDx4MGbNmgUXFxeYm5tj8+bN8PDwAJ/PR2ZmJvT09Fj3QlTQidaP2b9/P3g8Hng8HhWMDA8fPgSPx6OxaMzY3LJlC9zc3NCjR49axZLo9T9//hyvXr1iuQAeO3ZMTCzVHNsPHjxgZWHLzMxEQEAAPDw8sGfPHhQXF8PDwwNz5swBUJ0MxcDAAI6OjmjZsiWSk5PpOKzrGX7//h2jRo3CsGHDICcnhxUrVtBtNeObhEIhCgsL8e7dO1y/fh3r16+HhYUFK1OaqHU3OTkZPB5PrJ6TlZUVunbtCkdHR/Tt25cK+tqyRwqFQtZ3qV+/ftDR0UFqaiq9jrKyMnTu3BlWVlaQlZXF1atX8erVKwwZMgRt2rSBgYEBFcCi4gyoFv9eXl7o2LEj5OTkaCa82kSV6Gf79u1Du3btcOTIEQDVCTX09fXh6uqKt2/foqCgAPn5+fDz80O7du1gb29P78OOHTsgKysLc3NzKCoq4tixYwgJCaGFlRnu3LkDNTW1WkVPZWUlCgsLsW/fPvB4PNqPpKQkaGhoYNy4cT8VS1lZWdDX18euXbtYn/v5+UFLS6tWy9KbN2/w4sULumACVFuW+vbtyxJL9VlJOf5dcEKJg4ODowHk5ORg3LhxcHBwwPr167Fw4UIoKyvj1KlT9EeUye729u1b7N69G0ePHqXty8vLkZiYWK9Yunz5MqsNk+66IWLpxo0bmD17NgAgNTUVysrKWLt2LV69egUtLS0YGhqy3GqEQiFSUlKwdu1aAKDuYrt27cKDBw8gKSmJgQMHsrJmxcXFwdLSEgYGBjA1NaVuUEKhEGfOnIG6ujoCAgJYk4S7d+/ixIkTePz4MRUTa9euRePGjVkWG+Ye1owr2LJlC2RlZREdHU0TRhQWFkJRUREGBgZihXj9/f2pC1DNycrz589rncDcvHmTZmcTFUuTJk2Cqakp4uLiAFRnuhN16wGqUzPzeDzMmTOHFWckagUAqjNg6erqYtasWZCXl6ciCagWqB4eHqyJYnR0NFq2bImRI0di+PDhkJSURFBQED58+ICKigpMmTIFAQEB8PLyQkREBKqqqrBmzRoMGDAApaWl0NTUxLBhw2g/UlJSsGTJkjqtbMykfvDgwayMZQUFBfQeiKZ9BqrdnWoTS6JCZMaMGWjXrh1UVVXh7u7Ouu5jx47B19cXHTp0oAkeAGDhwoXw9/eHk5OTWGKMzMxMBAYGwtvbG4mJiRg3bhw0NDSwZMkSyMvL03ihkJAQOgkXHVN1xeExbngyMjIssQSAfm+OHz8OHx8fKiYLCwuxbNkyWFhYYOTIkaz7curUKeraOHPmTLqtW7duUFdXx5o1azB8+HBoaWnBzc2NWi9Ex+eyZcsQHBwMFxcXTJ48mT47f39/qKqqolevXpgwYQLat28Pc3NzjBgxAoMGDWIlMXn06BFMTU1hYWGBvLw8lsvZuXPn8Pz5c1RVVaG4uBg9e/aEnJycWGxfVlYW65k+fvwYV65cQefOneHl5UXfA48fP4apqSk0NDRoHKeVlRVNZsDn83H+/HmW1bNdu3YwMzND+/btxYoQP3jwAI0bN6YWJVGRd+HCBRw5cgSrV6+msZ9MH7dt29YgsZSbmws9PT2aHEX0XWJoaAgrKyvs2bOHPpujR4/CxMQERkZG1D2XeRczYkleXp5ajTn+N+CEEgcHB0cDyc3NxejRo2FsbIzGjRtTiwbjTnfy5Eno6+uLuYUxP+4VFRV1iqW6rB4CgUBMLAkEglrFUm5uLvh8Pvz8/KgbUVlZGTw9PdG8eXOWxQeonjRmZWWhsLAQ7du3p7Esnz9/hpGREXV9A6ozXikpKWH//v3YuXMnhg8fjsaNG1OhxViWCCGYMGECAGDy5MkwNjaGrq4u2rdvDy8vL2pV2LBhA5o0aUKtAUB1DNP8+fOptYphy5YtaNy4MSZPnkxdG3fu3Ekn16L79+zZE/b29mL38fPnz5g+fToyMjKQlZUlln3q+vXr6Nq1K1q3bk2TTOTk5GDs2LG4du0a5s6di/bt20NNTQ0DBgygggoAVq1aBR6Ph3nz5rFcj5KTkyEnJ0fPxQgeUXet8vJydO7cGcHBwXQM3LlzB1paWqzEFffv34eWlhZCQ0NZ1yVqbTh79ix4PB6kpaUxadIk1uR2+PDh6NmzJ71XTIxdYWEhPcaePXvA4/HQv39/XLx4EZmZmZgyZQrk5eVZ2QlFx2pdYgmoFtbKyso4ffo0MjIy0LdvXzRu3BhLliyh7Y8fPw5ra2tEREQAqLaiycjIYPz48TA3N4eKioqYcHn9+jUcHBwwZswY5ObmwtbWFo0aNWIJEqBaLLVs2RLHjh2jaaddXV1RVVWF1atXY9SoUfDy8sK+ffvw8eNHlJWVIS4uDvLy8liyZAkqKysRGBiI4cOH4/Dhw5CVlcWMGTNYoq6wsBArVqyAubk5/P39ERUVBR6Ph+fPn6OiogLbtm1D06ZNERcXh7CwMJibmyMzM5O2nzVrFhQUFFjHBKpjgVq2bImoqChER0ejRYsW6NixI549e4YdO3ZATU0NvXr1QkBAAMaPH4+qqioMGDAAbdu2RU0WLFgAHo8HRUVFfPnyhR7fwMAAe/bsoQIsLy8PPXr0QIsWLZCWloaysjKEhoZi/Pjx9FiRkZFo0aIFSktLcfXqVQQHB8PNzQ0nTpygY2P79u1ISEjA7t27qWjLzs6GUChE165dMX78eGop69KlC+Tl5Wkq/DVr1uDSpUvUetqzZ084Ozuz6nhVVVXB09MT48aNY41F0X9v376dJZbqKutgaWmJnj170s+Y70Lnzp2hq6sLCwsLPHjwACkpKZCVlcW6deuQnZ2NTZs2gcfjYcyYMfQ9/uXLFwQFBUFdXf2nCX44/j1wQomDg4PjF8jLy8PYsWPRtm1b1oQPALU41ZYMQXRim5iYCHt7e4SGhjboB5URS7a2trC3t8ePHz8AVK90P378mBUQ/eHDB+jq6uLQoUMAqq0g3bt3x82bNyEQCJCZmYmioiJW8Pfbt29hYmJCV26/fv2K8ePHIyMjA3w+H9+/f0f79u1ZxWGBamHD4/FoHZ2Kigrcvn0bfD4fq1evhoqKCnUFnDRpEiQlJWkgelVVFTZs2MBKmR4bGwsej4eVK1eKiaXRo0dDXl4eY8aMYVl1Ll++jL59+9I+PHr0CC1atEDfvn1Z7WNiYmBiYoLXr1+ja9euaNu2rVhs0ZUrV2BpaYm2bdvSTGAVFRWYNm0aVFVVsX79ely7dg2tWrVCYGAgdZcD/kiXLZpAID09HY6OjnTF+uLFiwgICICJiQni4+OxcOFCeHl5wczMjFXz5fbt29DQ0KCr4YwovnHjBpo0aUJX8DMyMnDs2DHcv3+f3q9Zs2ahWbNmNMYiJycHMTExUFJSotbBw4cPw8LCAq1atYK1tTXCw8PpmGXEEo/HQ/fu3eHu7s5yM2KoKZasra3Rs2dP6uJ58+ZNODo6UrGXmpoKWVlZdO7cGc2bN2e5sF69ehUCgQAXL17E3Llz6RjJysrC4MGD4ezsjNWrV7PO/+HDBwgEAjx48ACKioqwtLSEiYmJWF9DQ0PRokULODk5QV5eHrdv30Z0dDSUlZUxb948DB8+HPr6+ujfvz8qKyuRm5tLXWqNjY1hamqKFy9eQFdXl45/5rv84MEDFBcXQyAQYPfu3fD19UXHjh1ZlsGqqips3boVCgoKkJSUpPeZmZAfP34cJiYmLPH0+PFj6Orqslz23r17hzZt2sDHxwfAH5Zo0XTcJ0+ehLm5OVatWsWyVO/fv59mpePz+Zg9ezZatWqFS5cuib1/vn37htDQUPB4PLRr1w5GRkZ0bDILB0y2Q6DaGhocHAx3d3f6zgGqv0t3797Fy5cvaV+KiopgbW2NZcuWAageQ3369KEZ9ACgTZs20NXVpe7A586dQ+fOndG6dWvEx8dj0aJF8PT0rLPmk+jiwPbt26GpqYnIyEhaVuDZs2fIzc2lgvH8+fOQkZFhFedOSUlBz549cffuXZiZmSEoKAi9evVCfHw8gD9c9vz8/CAlJYVhw4bR92lBQQHLIsvx74cTShwcHBy/CGNZcnBwoD+ec+bMgYyMTL1Zs0TF0tatW6GrqyuWHKIumImktrY2Bg8ejKioKOjq6kJCQgJ9+/ZluUV5eHjA0NAQW7ZsgaurK5ycnMDn8xEbGws9PT1a0JIRCllZWVBQUMDQoUNx6NAh+Pn5wcnJifb348ePUFVVxfbt2wGAFlkEqv35+/fvz3L3qaqqQlhYGE0tffz4ccjIyFB3m5KSEuoCdeTIEdaEZ+7cuWjUqBGWL1/OEkszZsyAs7MzfHx86CSTz+fj5MmTaN26NQYNGkQtQfv27UPLli1hZWWFkJAQBAcHs9KR7927F76+vjSeQhTG6qGnp4eioiKcPn0apqamdEX7xo0baNasGTQ0NGBvb48zZ87QmKSDBw+KTd66d+9OaxkB1aJg6tSp0NbWppnCmDaDBw9GYmIiXr9+jaZNm9K4Cz6fT+sCmZqaIiEhAQcOHEDLli2hpqYGY2NjjBw5El+/fsW3b98wZswY8Hg8GBkZwcrKilVM9vz582jWrBmWLl2KCxcuID4+Ho6OjnB2dqaukSdPngSPx8P06dPrTYjBTG7Hjh0LU1NTmJmZ0fH8+fNnzJ49G2VlZTh37hxUVVWRkJCAz58/w9XVFTwej7o0AtWCV0NDg9biYXj9+jUGDx4MJycnar1kyM/PR2lpKe7evYv79++jS5cuMDY2Fot1SUxMxOrVq/HixQtcvHgRhoaG1CJ44cIFNGnSBDt37mS1SU9Px969e8Hn8/HgwQOYm5sjKysLnz9/xooVK+Du7o7mzZsjKCiIJksAQBcxRCkvL8euXbvQrFkzxMbG0s8rKyvh5+eHoKAgsTTw6urq9LjMeGcSyjA1gq5duwYej4fVq1dDKBTi69evGDRoENzc3DBv3jyUlJQgJycHnTp1wsSJEwGAWuCY7/LHjx9x48YNREVFscTo/v37kZiYSMdmUlISpKWlYWFhgczMTJZQTktLQ9euXeHp6Yn9+/cjKioKKioqUFRUhIeHB2vxICAgALq6upg+fTqtgcbn87F582aakINJqMCMg/v372PKlCnUTbFv375UvP1MLO3YsQONGzfGihUrEBMTA0NDQ6ipqWHgwIFUjCUlJaF58+ZwcXGBh4cHZGVloa+vDwCYMGEC3NzcsH79erx9+xb5+fmwsLDAkCFDAADx8fHg8XgYOHCgmBswx/8GnFDi4ODg+BMwYqlDhw6wt7eHpKQk7t69+9N2zI94eXk5LYzZEJjq7/fu3cO5c+dgamqKCxcu4NChQ3BycoKfnx9d0X306BF8fX3Rrl07dOrUCZWVlUhOToauri6Sk5MxZcoUeHt7w9XVlWa3S0lJgYKCAszMzNChQwexTFQhISFwcXGhK+LMBCUsLIxVM4ihe/fuOHLkCE6dOsVKXFBVVYXNmzfjwIEDEAqFOHfuHE6ePMlyZZs1axZ4PB6WL19OrSohISHYs2cPdQE7ePAgjQvZt28fbGxs0K9fP2o1effuHUaMGIHw8HBMmDBBzPJ27NgxeHh4wM3NjbrGCQQCxMbGYvHixdQV6t69e7Tvp0+fhqKiInbs2IEvX75AXl4e/v7+rJX0oqIi1nmys7Oho6MjZo0rLi5mTeguXLhAY94AYMyYMdDT02PFX/z48QOmpqZYuXIl/P39sWXLFnz48AELFy6Es7MzevfuTcVOWloatm/fjtTUVFYx4MjISPTv35/VlzNnzsDBwQHDhw+nz/XIkSPUOlQfoinWU1JS8OrVK3r9zMSRsWYwY2ro0KFwdHREQEAAjWl6+/Ytpk6dCnl5eURFRbHO8ebNGwwbNgwGBga0+PKjR4/Qtm1blsC5cuUKgoKCqFhavnw5KzsgUJ2e3MHBAUC1YGbcqYBqkXPp0iWxWJnc3FxISEjAz88POjo6CA4OxuzZs3Hy5Em0atUKSUlJP810VllZiaSkJDRt2pSKpYCAALRu3ZplTQSqFy6kpaWRkJAA4I/Fh8rKSlhbW7OscfPmzYOEhAQVOZ8+fcKYMWPQpk0bSElJwcjICObm5vS55ufnw97eHosXL8bRo0fRp08fODo6wsrKCkZGRrUu3DCxkn5+fmjevDl1LRZNlHHt2jW4urqiV69esLKywr1793Dy5EmMHDkSbdq0of0TCATo0qUL7O3tIS0tjeXLl1Nrs6jLsp2dHfT19VnJRb5//07v0efPn+vNzicai3Xq1CkkJydDU1MTp06dwqJFixAYGIj27dvT5AuPHj1CWFgYwsLC0KdPH1RWVuLly5fo1KkTBgwYgG/fvkEoFGLdunVwc3NDbm4ugOpCuzY2NtDU1OQsSf+jcEKJg4OD40+Sm5uLAQMGwNDQUMzlp76JU01x9DOxJPqjD1TXSRFNf/zw4UN4eXnB29sbx48fp20+fvxI2+3bt49VT+fYsWPw9vaGi4sLjS3Jzc1lucGIVpw/fPgwXFxcMHDgQDqR5PP5cHNzozFJooSHh0NbWxvy8vLYtGkTgOqYpejoaHh6emLFihWIjIyEmpoa5OXl4eDggBkzZtD28+bNg7KyMoyNjWFsbAwTExN07twZsrKy1M2NWRUHqie9jFjavXs3Kioq6HU8evQI3bt3R2BgIObNm0fbJCcnw9PTE2ZmZkhMTER8fDzU1dVZgresrAx5eXkoKSmBt7c3Zs6cSS1I9vb2aNq0KY05WrduHYyMjDBjxgyaZayiogIDBw5EWFgYFQU1n2dSUhLGjh1Lk3EA1VaF8PBwyMvLY968eVi1ahV8fX1haGiIfv36oXv37igoKKD7JyQkwMnJCaGhoax6M8x5Xr58icrKSgwZMgTt27cXe17Tpk2Dg4ODWLFVhtrGaGJiIh4+fEjv844dOyAhIYFTp07RSWxJSQnatm1Ls9cVFxcjJCQE+/bto8cRncRPmzYN+vr6rNg1oNqaEh8fT/uRnp6Onj17wsHBgVpYgGqLXVBQEPT19aGmpoY+ffqwkhPs2bMHzs7OSE1NhZycHEvAHj16FBEREcjJyaEijxExDx8+REREBBYsWIDs7Gx6zV5eXtiwYQM9xufPn2u9f8x1JiUlQUpKClJSUjA2NqbHz83NpYshQLUbqqamJnXbZIqjWlhYsM4H/GGFZcRISUkJ8vLysG3bNhw/fpweU9RyaWVlhSZNmiA6OhoXLlyAQCBA9+7dER0dXWdq9Fu3bsHGxgZ6enp0jIkuCjx48AA3b97EgAEDWOMuMjISxsbGWLt2LX13PHv2DDNnzoSioiLk5eWpNUnUFdDOzg5GRka4du0aSxRt3LiRxk39rCYdUP09HzduHCvW7fz58+jatSucnZ1x4cIF7Ny5k1UP7/bt21BWVoaUlBSuXbtGjzdmzBg4OTnR/aKjo7F69WrOmvQ/DCeUODg4OP4kAoEA+fn5yMvLw61bt3Dz5k2WZaSuNgwXL15ESkoKK811fSxZsgTBwcFwdXXF4MGDWdsePXoEb29v+Pn5sVbZ16xZg8mTJ6Nr165idYGSk5Ph7e1NM5Ix1JZcgs/nY82aNXBwcICWlhZ69OgBGxsbmJqaoqqqCg8ePMDLly+p6Prx4wccHR2hr6+PgoICZGZmIigoCAoKCtDV1cW9e/fg4OCAu3fv4uHDh4iOjoaNjQ1LdB0/fhyjRo2iqbF//PgBY2NjSEhIYOnSpQDYyQz27t0LCwsLEELQrVs3ANXWCBUVFQQHB2PgwIGQkpJCz549qWXsypUrNH7EwsKCNYEXpbCwENbW1tR9sLy8HEOHDsWNGzfoZO3r16+YMGECvLy8oKCggPj4eDx9+hQvX75E48aNWTFNDG/evIGXlxeaN29OE2cwLFy4EFpaWtDV1aV1uGJiYqCjowM9PT1WNjehUIiEhAS4ubnBz8+PJaKOHDkCExMT3Lp1C6tXr4atrS2uX7/OmmQeOXIE+vr6VOBduXIF586dY41N0TFx6dIlNG7cGOPGjWPF17i7u0NbWxtnz56l/Zs1axY0NDQQEREBZ2dnWFtb0/E0YsQIdOjQAfv370deXh6Kioowbdo0tGnTBnPnzmVdHwPTb6bQsI2NDUs0p6Wlwd3dHYaGhrC3t0dYWBgrjs7Y2FgsnqysrAwBAQEICwvDqVOn0LdvX3To0AGzZs2irnw104VPmTIFqqqqNEEJI/5r3itRGItq586dWfenffv2cHR0xObNm1FYWIi8vDxERERAXl4e48ePx/z58+Hl5QUNDQ1MnToVkyZNwpkzZ6hQYcQSI/xEz3/nzh3cvHmTpv4Gqi2lNRNIuLu7s1wDDx8+jDVr1mDVqlU0xuf+/ftwdnaGqakpjRWsqKjA3Llz4eHhAX9/f3Tu3Jl1XEYsKSgosJJNJCQkoGnTptDR0cHKlStZz4LB0dERsrKyrALVcXFxaNGiRa0ZDHv16oXNmzfTvx8+fAh7e3soKChQV2CGCxcuoFu3brC3t0fbtm3RoUMHpKSkIDMzE3PmzIGCggLMzc0xffp0KoBTU1PRuHFjBAcH00QUoplBOf734IQSBwcHx59AdOIWGxsLfX19GBkZQVZWFgsXLqy1jpBomylTpkBTUxMWFhaQkJDA2LFjWZnFAPZkZ/HixWjevDmGDx8OQ0NDtGrVik7aGR49egRLS0u62soUU+zQoQN0dXXRsmVLsXMcOnQIWlpaaN68OcslS3QSLVrf5d69e5g2bRoiIiIQFxeHqqoqTJo0CVpaWlBWVoaenh6mT58OoHpVVldXFzo6OjAyMoK1tTWUlZXh5uaG8PBwVkrlL1++IC4uDtbW1jSe4ubNm5CTk6NuLgUFBTA0NISuri60tbVpfJGoYNi7dy9UVFTQpEkTjB8/HidOnKDHA6rTlcvLyyMkJAQFBQWIiYmBhYUF3r59S1f1a7MGfv36Febm5ujUqROWLVsGb29vWFtb03sj2odv375h8eLF6NChA3R0dDBlyhS4uLggICCAJWAYUlNT4e3tDUVFRZbQvnnzJt6+fYvv378jLy8PQqEQJSUlmDdvHrS1tTF8+HCWBUgoFGLlypXw8/Ojdae+fPmCTp06YdWqVfRvMzMzeHt748qVK/Rax40bB2dnZ3z//h1Tp06FoaEh9PT0aPyX6DkYduzYAS0tLYwdO5Y16fby8oK6ujpNRvD69WvMnDkTHh4eNGlCdHQ0WrVqhRkzZmDixIlQUFDA8OHDwefzkZ2djenTp8PU1BSTJ0+mx719+7ZYivIHDx5g4MCBaNeuHfbu3Uv7eOPGDWRnZ+Po0aOws7NDWFgYK0GArq4uvLy8cObMGezZswc+Pj4wNzfHwYMHISUlhejoaEyePBm+vr5wdnZmPZd9+/bRNN9M7BdQnSpeWlqaWkfqQlQIrFu3DoqKilizZg06deoEa2trjBs3DoWFhfj+/TvWrl0Lc3NzeHl5wcTEBIqKiggNDYWhoSHatm2LIUOGUCvM/PnzISEhwSowPG3aNBgbG0NHRweGhob0u8nw/ft3PH78GH5+fqwECVFRUVBTU0P37t3Rrl07WFlZITExEUB1bBRTuys3NxdLly6FkpISIiMj4efnBx6PRxM2MLx8+RKdO3dGz549IRQKUVlZiS9fvuDatWuYOXMmjI2NWUJGNOYxIiKCxukB1VbJ9u3bY9asWazx+OnTJ6xevVqsxMCePXtgb28PCwsLMcv/xYsX4ebmhi5duiAkJATu7u44cuQInj9/jtzcXEyePBnW1taYNm0aFYYHDhyAn58f+vbtyxJwHP+bcEKJg4OD4z9gzpw5aNWqFa5cuYLy8nJMnDiRFuisTSwB1el61dTUqP/9okWLwOPxEB4eLiZkgGp3otmzZ9N4lZcvX6Jv375wcXGhkxeG169fQyAQ4NOnTxg/fjyd4F2/fh3u7u4wMDCg52CExpkzZ7Bjxw6oq6uz4o1ExRIzIakpJE6dOgVNTU2cP38eqampWL16NZo1a0ZdraqqqpCQkIC1a9fi8OHDeP36NSIiIqCurg4vLy9W3wsKCjBz5kzY2dnRWkiMsGBiqb5+/Yr8/Hy4ublBS0urVrF07tw5bNiwAU2bNoWWlhYrvTHwh1gKDQ3F2LFjqTUtPj6etbJd89ofP34MKysrODo6wtfXVyy2pKbAev36NQ4cOAAzMzPweDx4e3vTfb5+/cpKUX7r1i34+PjAxsaGTr4Zy156ejrMzMyQkpICoVCI0tJSzJw5E46OjoiMjGS5KzFFUYHqdOEBAQHw9fVlxRvl5OTAwsIC1tbWMDc3R+fOnSEvL4/09HTMnz8fKioquH79OsrLy2m8WK9evWh7UcsKU7Nm7NixrHN4eXlBTU2NZZFixtPFixehr69PMwvevn0bPB6PVfgzLy8P48aNQ69evahA9PX1hYODA/0eMKSnp6Nt27YwMTHB1q1bWecCqhcD7Ozs0Lt3b3rOq1evwt7eHjo6OrC3t0evXr1w9+5dmJiY0Nigz58/o2XLltDX16dxN0x/IyMjaUwN80xzc3Ph6elJrZ0/Kzp669YtjBkzhlU7bcGCBbC3t8fYsWOpda+kpARnz56FlpYWbt68Se//ihUr0L59e4wbN45+NnXqVLi4uEAoFGLOnDlQUVHB5cuXkZ+fj/Hjx4PH47FiwHbs2AEXFxfWeN65cyc0NTXpu2PLli2QkJBgxeLdunULxsbG8PPzw7p162jGzI8fPyIuLg6ysrJiad0Zl8WtW7dCT0+PJgp59eoVpkyZAmNjY1Ym0dmzZ7OSrTDPtLKyEqNGjYKrqyvdVvO7t3btWkyZMoX+vW/fPnTs2BHBwcGsZB9CoRD37t2DQCCgbpvu7u6sZzJ58mRYWVlh+vTpLJfDmoKM438TTihxcHBw/AKiP8gvXrxAp06daFzQ0aNHoaCggMGDB6Np06aYMmUKSktLWROm7Oxs9OrVi/rDHzp0CC1atEBUVBSkpKQQHh5OXXmAavcQNTU1qKmpsVavnz59in79+qF9+/Y0vTbDrl27wOPxYGFhwXILuX37Njw9PWFoaIgpU6aAx+PRFdZv375h+/bt9Yol5vqZ6zly5AgGDhzIctcBql36GjduLJbSmbl3TKIFTU1NLF68mLVPQUEBJkyYwIpz+PTpE3g8Hq0NBVSLPHd3d+jo6NDJ1KJFizBmzBja7sSJE5CTk0NgYCDNRsZsu3fvHgghsLW1hbOzMxwcHCAtLU0tMTURTXHMBHbXVc+q5qTt27dvOHbsGD3GzJkz0b59e6ioqKBz587Ys2cPgGoB0aVLF9jZ2dFJ+bt373D27FkEBQXBysoKZ86cAVAdyxEXFwcHBwdMmDCh1tiiJ0+eoFmzZuDxeHQiy/Tty5cv2LlzJ8aPH4958+bh+fPneP36Nbp06UJr4pw4cQLy8vIYN24cWrRogT59+rAEM0NSUhIVS6KWJW9vb2hqaooVfT158iSd5O7evRsyMjI0ocK3b99w8+ZNFBUV4e3bt7Qw8rt373DlyhWaXY25DwxDhgyBuro6vL29UVRUxAr8B6qTf9ja2lJBxPD27VsUFRVBKBQiPT0dffr0QUVFBd69ewcDAwMMGzYMJ0+ehJ6eHuzt7Wk6buZ6aqbXHjlyJExNTcWeRU1SU1NhZGQEdXV1MSuZq6srzMzMWFbmnTt3QldXlxUDVVxcTK2w+/fvpwJZKBRSKxFz7BMnTkBBQQH9+/dH06ZNWd+ls2fPsuISZ8+eTQv97t+/H3JycjShyY8fP+j7iUklLyUlxRIWeXl5tLDyqlWrWGPlwYMHOHr0KGxtbWFjY0PFUmZmJqZOnQp9fX0MHDgQ/v7+0NbWBp/Px+7du9G+fXvcv3+fWnVycnKgqKhILaWiz7qqqgrjxo2Dvr4+Ky5z165d8PDwQHBwMCs7KfO9ZDKLMunOa4ole3t7TJgwod44NI7/PTihxMHBwfEnyM/PR1lZGTZu3IiSkhJcvXoVmpqaNEZg2LBh4PF4GDlyJJ1UMRP6AwcO4Nu3b7h16xZ0dHToj/2cOXNACEGXLl2ou9nLly8xYcIEyMrKigW4P3v2jCaTYMQaALx//x49e/ZE06ZNaVYnhjt37sDX1xdSUlIICAiAkpISSyzt3LmzVrE0duxYauUBqoVahw4doKCgwKpBwkw6hg8fji5duqCsrKxWy1R2djYiIiLg5OTEyuLF9IOZ+Fy4cAH379/Hli1b0KxZM1ZR0bdv38LT0xOSkpIICgpCkyZNxFxrjh07BgkJCURGRrKydDH34vTp07Czs0OzZs3Qr18/MSuRKKLXsWzZMsyYMaPe9Nk12wDVac5VVFSwb98+vHv3Dqampmjbti2dfJ4/fx5BQUE0bkNNTQ2ZmZlIS0tDaGgoLCwsWGJp9uzZMDY2Zk18RXn58iVatGgBLy8vmkGwNj59+gShUIjExEQUFBTg2rVr0NTUpBPkyMhIEEJo0eI9e/awLAZ1iSVLS0sEBQUBqLbI8fl87N+/H2ZmZlSIiab9PnToEHr27AlVVVUcOHAAO3bsAI/Ho6nSL1y4gM6dO8PLy4u69h07dgzjx4/HsmXLkJ+fj/nz56NDhw7w9vbGkCFD6HM/cuSImBueKEKhkArlPn360OxnAODr64sWLVrA1dUVpaWlEAqF1Epx/fp1GvP248cPGBkZiS0A1MbEiROhpKSEiIgIGm/z8OFDODs7Q0tLCxoaGtSF7fjx4zAyMqITfGZ8fvjwAYQQSElJYcOGDXQ8FhUVYeXKlfjx4wdNvb5+/XoIBAL07dsXPB4PQ4YMqbVg6+TJkzF16lTcuHGDlbGSz+djy5YttBhvVVUV1q1bBxkZGZb1BqgWS8z7jFkUGj9+PLy9vfH27VtcunQJdnZ2aNeuHe3zu3fvsGbNGnTs2BG9evVCZWUlFi1ahAULFiAwMBBGRkbw8fHBrl27UFRUhKlTp2Lw4MFU6ALVYujFixfIzc3F9OnTYWxszHpv7tq1SyyJzffv31lp3W/evIkuXbqIiaVRo0bBzc2NlSyF438fTihxcHBwNIAjR47g4sWLAKqLpzKuZcyK8oQJE9CnTx/6d2xsLNq2bQtTU1MIBAJMmDAB3bp1g1AopAHYM2fORFBQEP2RXrhwIXr06AFPT08cOHCABlBnZ2dj4sSJMDAwEBMVDx48wJw5c8Dn83H58mU6Gc7KykJAQABatWpFJwQM165dw7hx4/Dhwwd07doVCgoK9Yqlb9++YfLkyTA3N2fFjJw4cQJubm5iLlZAtQtQ+/bta81KxUxq3r9/T8VSTTcdoFo0yMnJ0cxfiYmJaNSoEUsslZWVYe7cuYiKiqoznfWRI0dqFUsVFRX48OEDzM3NaaKBCRMmUHe/ulynoqKioK6ujiVLljQ4JTAzCbezs8OxY8cAVCdMkJaWplkBmf1SUlIwYcIEREREUDcuoNp9sqZY+vbtG+Lj42lChVevXuHKlSt48+YNXfl+9OgRZGVl0aVLFyrIUlJSqBVn7NixGD58OD0/AEyfPh29e/emlipmbHbt2hUPHz6ElZUVqx4P8IdYGjduHJ4+fYrU1FSEh4dDIBBgzJgx8PT0RFlZGcrKyuDi4gIej0cXCYBqd6ZOnTohLCwMkZGRaN68ORo1aiQWi3f+/HkEBwejbdu2cHd3h5ycHGRkZJCVlYU1a9ZATk4Oc+bMwdixY2FsbIzWrVtTy8yBAweo6+TTp0+pK6co3759g6WlJe1beXk5Bg0ahNWrVyMvLw9AdTzSiBEj0LdvX7Ro0QLdunXD6tWrUVJSgmHDhtE6O0D9Lnjjx49Hu3btMG/ePCoYzp07h6CgIOjp6VH3t0+fPkFDQwM9evSgxVKB6mQgFhYWCAoKQuvWrbFhwwYq2pj3TGRkJAYOHEjfTVOnToWvry+8vLxo3zIzM5GTk4PKykpan4nH41GRIxAIUFxcDB8fHwQGBuLs2bMoLy9HRUUFVq1ahUaNGrFio4BqEbdlyxZUVVUhOzsbHTt2xKVLl+g4q00sMRZaoVCItWvXQklJiWYtPH78OCZPngwZGRmEhYXB2toaKioqdHtmZiYMDAyohf3NmzeIjY0VE0ubNm3CmDFjIBAIcOLECXTs2BFWVlaws7OjxZxv3LhBLUvM95V5Dhz/v+CEEgcHB8dP+PbtG8LCwiApKYnQ0FBISUlRP3emxomXlxd69+4NoDoLVOfOnREUFAQej4egoCA0b96ctmHSQ4eFhcHb2xslJSW0zbFjxxATEwN1dXVs2LCBiqg3b94gKioKrVu3pqJC1KUlJiYGbdq0wb59+2ibrKws+Pj41CqWGLKyshAcHFyrWNLQ0MCAAQMAVMdrLFiwAKampqzMdKdOnYK3tzfc3d1p7EhhYSHc3d0RGhpaZ5p0UbE0YsSI/2PvrMOyytb374siBiWogCAKSHcjCIoiHYIdqBiojI2A3c7Y3d1i99iJ3TWO2B1jF0p+fn9w7XXeLejonDPne87vvPd1zTWyc621197vc6/nee4HCwsLVq9eLQy3x48fk5qayi+//CI7T5ksKZOwb9VUgcKwyPLly5OYmPjV3DFJIjs5OVmQpS/bv3nzZgwNDWVFUb/Wvy9J4tOnT3FyciIvL48tW7bIVus/fvzI0qVL+eOPP8jIyMDKyoq6devK6sjAP8iSq6srXbt2Ze7cuYLMrFmzhkqVKmFkZES1atUICQkRYWaXLl1CS0uLuLg4Tpw4QVJSEmZmZoSFhVGuXDlZUnpBQQFxcXH4+/sDhYsBDRo0YNasWfTp04eGDRvi6+uLnp4e1tbWMpWxxYsXY2pqSnx8PIMHD8bBwQFXV1d0dXXFHMzPz2fDhg24u7vj7+/PoUOHWLFiBaGhoUJF8eLFiygUCtTV1VmzZk2R2kZnzpxh8ODB2NjYULVqVRwdHRk1ahRdunQR3icoNNb9/Pxk4XArV66kQ4cOrFu3DmdnZ6ytrenYsaMgvdK7GB4ezt69e0lLS8PS0lLsnzZtGtWrVxdzYNeuXQwcOBBdXV2aNWtGSEgICoVCFtIGsHTpUpKTkxk4cKAg/1BIVN3d3Rk5cqSMLEVFReHh4SHmwJkzZ9DS0iIyMpJFixaxf/9+QkJCcHd3Jy8vj44dO1KjRg1mzZolPFTZ2dniXZSeZWxsrEwZMzU1FRsbG/T19QkICGDWrFksWLAADQ0NVqxYwZ07d7h06RIhISFUrlwZIyMjlixZIoj4p0+fmDx5MgqFgrFjx3L27FlZqOWYMWPw9vYmNDRURvLy8/M5ePAgXl5eeHh4yFTsDh48SPfu3WV5URIuXbrEuHHjqFOnDgqFgri4OPHN++mnn7C0tBSCGffv32fAgAHY2trKSgNAYQhouXLlGDlyJBcuXCAiIgJ9fX0x3hkZGTRs2BBXV1e2b99epB0q/G9ARZRUUEEFFb4DT548wcLCgpIlSwrDULnOkBQiFBYWhqOjo1CQsrOzQ01NTSQpKxvPe/bsQaFQ4OHhgbW1NQ4ODgwfPpzKlStz8uTJIsbh48eP6dOnD7a2trIV0qFDh2JgYMC+ffuKnPPs2TMhK/w1GduXL18SFRVVhCytWLECNTU1cS8prMnOzk6mJLdlyxYCAwPR0NDAy8uLpk2b4unpKVa0/4wszZgxgw4dOoixuXTpklBdk7wJyiISUhheamrqnxIkZaxevRo1NTV+++03du7cyaxZs9i6dassXG/QoEF4e3vTp08fkWOl3P4pU6ZQv359QJ7b8CWUhRrWr1/PrVu3eP/+PRYWFqI+knI9nKtXrxIYGMiuXbu4fPkybm5uKBQKETqpbHgeO3aM8PBwdHV1sbS0ZNmyZVy4cAE7OzumT5/OrVu3WL58OdHR0VhYWIh8py5duqBQKGjRogU3b97E2dkZhULBkCFDxLWlPu3cuZPy5cvj4eGBs7MzDg4OzJ8/H11dXc6ePcurV6948uQJwcHB1KxZU5YnN3PmTGJiYsjLyyMsLEwYs8qQCi7Xq1ePihUr4u3tLcKtoJBsnzp1itTUVDQ0NFi0aFGRuV1QUMCHDx/IzMykc+fO+Pv7U6VKFVFkVnoumZmZVKtWTZBSKJxjVapUYeDAgUyZMgUDAwPq1KkjwgbXrFlDQEAABgYGWFpaijE8efIkHTt2LFZG/tGjRwwcOJDGjRujUCiIj48XhYX79OkjctIkA195waFr1654eXmRmpoqiO+uXbuIjIzEw8NDeJYuX76Mr68vNWrUwNbWluDgYFldsw4dOlCjRg1mz54tcpYWLlxIyZIliYiIwM3NTaZut3LlSgwNDdm0aROLFy8mJSUFDQ0NOnfuzJQpUyhTpgxGRka4uLhgYWEhFgmU56M0zhMnTkRNTY0SJUrw66+/invs2rWLihUroq+vL0RZpHcqPz+fQ4cOUb16dRISEsTxDg4OGBoacvjwYeAfCyH5+fnMmDGDu3fvkp2dzdChQ7G3txfv29WrV3F3d5cJg0gqihUqVBDFgT99+kRkZKSo3fb8+XMsLCyEZ1XC/v37admyZbEiOyr8b0BFlFRQQQUVvgHpB/3x48dERkYSFhaGvr6+CDVTlq1NT0+nTZs2JCcnk5uby+fPn0W1dzU1NSFfrCwCcPDgQVJSUhg2bBivXr0iODhYhEQ9fPiQAwcO0LJlS6ZMmcKDBw949uwZiYmJNG/enIKCAu7fv4+zs7Mw3J49e8bp06cZMmSIMF6fP3+Oq6urqG+ybNkyBg4cSGpqqlgpffv2bRHP0qtXr9i1a5eM3D19+pRffvkFGxsbmaFXq1YtzMzMcHNzk+WcfM17I+HOnTvY2toSExPDoUOHxL2SkpJQU1MjISFBJql96tQpzp07x6xZs9DX1//hxOpnz57Rp08fDA0NcXJywtTUFAcHB5l64ODBg7G2tkZfX18YmxKGDh2KqalpkVym3Nxc9uzZw/v37zl58iRmZmbs3LmTPn36oKurKwyt2bNno6+vL1b4JRW7iIgI/Pz8RLjl5cuXcXd3x97eXqy0S3Pm3r17nDp1iocPH9K8eXNcXFwYPXo0LVu2lBUAPXPmDJGRkWJs9fX18fb25tq1a2JuNmvWTKb0ptymvXv38tNPPzFgwAByc3MZMGAAfn5+5Ofny3JkvL29qVGjBosWLRLb8/Ly+PjxI6NHj6Z///64ubkJQ/hLPHz4kHfv3ol3TbkPUChdrqGhwdKlSwUpmD59OhcuXBD3u3//PklJSWhoaMhy5qAwB0XyOEm4fv06/fv3F38/ffoUY2Nj/Pz8RBjjs2fP+O2330S43bZt27C2tpZJn0vzVZk05+XlMXr0aAwMDLh37x779u3DwMBAFC799OkT6enplClThoEDB4o+tG3btohRfuTIEcLDw/Hw8BAhZu/evePevXvcunVLjJnygkG7du0EWXr37h3Z2dksXbqUpk2b0qtXLzF39+7dS4cOHWRS3m/fvmXGjBloaWmxbds2bt26xcGDBzlx4gSRkZGMGDGC3Nxc7t69y/bt24mLiyMpKUmE/I4cORI9PT0MDAz49ddfxbPMyMhAR0dHFs4pQVJ2lMbw8ePHdOvWDR0dHTp16iQ7zs/PTxbSu2LFCkxNTQXhyc7OJiIigujoaNk97ty5w5w5c8R52dnZeHl5ce7cOV6+fImRkZEsBzM9PV3kiX4p2KHC/xZUREkFFVRQoRgU5yXIz8/nyZMntGjRAj09vSJ5OcpGuxSSJ6Fnz56oqakVWYlWVll79eoVpqampKSksHnzZho3boyfnx/e3t5YW1uLlf8HDx4IA+nhw4e4u7sLid7WrVvj4eGBg4MDZmZmIqn86dOn5Ofnk5KSgqGhIUlJSURHR2Nubi5U6x4/fkxcXBwVK1aUhZadOXOGPXv2iNX2jx8/8ssvv2Bra0vv3r3Jzc1l0KBBqKmp4eDgQEhISJGQsW9hz549+Pn50ahRI3bu3Cm29+jRAxMTE6ZNm8arV6+4e/cu9vb2NG/enIsXLxZbcPLPkJ6eTqVKlcjIyCAvL4/z58/Tu3dvjI2NZeFIPXv2pEOHDhQUFIhVbSg0lq2srJgxY4ZMyOHt27cEBASwZMkSLly4QKdOnahUqRIVKlTg/v374rh79+7Rq1cvdHR0aNmyJR06dCAwMJCqVatiY2PD6NGjhSz05cuXcXR0xMXFRYQW9e/fn8TERN69eyeuGRsbS+nSpbG0tJRtB5g7dy7VqlXj7t277NixAwcHB+rWrSv237hxg27dumFtbS0jS4BohzTXhg4dioeHhwhrkgzu/fv3U65cOerWrSsU/BYuXMiBAwfIzc0lJyeHqVOn4uzsLKvJNHHiRLy9vcX1vpSeVyboPXr0oHz58vTv359OnTpRsmTJIh7Shw8f8tNPP+Hg4CBTO8vNzcXR0ZGff/6ZgwcPMnLkSKKjo4t4DySyVLt2bS5fvsyXyM7OJikpCS0tLRITE4XBr9xm5X+7u7szePBgVq1ahZ2dXZFFg7lz56KrqyvCI6XCs8WpIUZFReHp6SkTFwCYP38+SUlJDB8+XBbO165dOywsLJgzZ46YE1+qb1pYWKClpSUr7AuFiogxMTF07dpV9Onjx4+EhYXRtm1bZs6cSVRUFPXr1yckJISAgAAaNmzIu3fv+Pz5MwUFBcTGxmJiYsK2bdsEWTpw4ACampq0adNGjN2X31npm/nHH3/Qu3dvnJychEf75MmT2NvbC1K2adMmnJycUFdXx9vbWyz6XL58merVq3+1eLQ0r4KDg4mPj8fMzIwuXbqI5/P69WsiIiKKvA8q/G9CRZRUUEEFFb6A8o/3okWLGDx4MJ07d+bQoUN8/vyZx48fEx8fj76+vkiqj42NZeDAgUCh16Br1640adKExYsXCyO3T58+lCpViqVLl/Ly5UtiY2NlhiMUGpgVK1akQoUK9OvXj/379wOQkJAgJHslSEZZ48aNcXFxQU1NjeTkZPbs2SO8FNJKKxQa+dWqVePkyZNAYdhNmTJlWLZsmTjm+fPnoq4KFBbGNTc3x97eHiMjI9q1a8f169d5/fo1v/zyC9bW1vTp04fPnz8zbtw4FAoF9vb2+Pj4FFEW+zIET6oTBIXhe7Vq1aJhw4Yi4RsK1fPMzc2ZPn06r1+/Zv78+Xh7e9O2bVtZPZTvxeDBg0XfJNy+fZv27dsTERHBy5cvZXWRzpw5UyQ8rXnz5ri5uTF06FCuXr3KqVOnCAsLw8PDQxh6P//8MwqFAjMzMyG3LeHx48esXbuWoKAg4uPjadGiBWXLlmX69OliFVuCRJY8PDxISkpCR0dHGPHKxDwhIQFtbW0mT54sI5AXL17ExMSEc+fOkZuby6+//oqNjY2oHQWFanTdu3fHzs5OeAPDwsJITU2VteXSpUuULFlSJqYBhWF6cXFx1K1bl6CgIJKTkzEwMGDq1KkiJ+Xdu3dMmzYNFxcXWrZsydOnT3F1dUVdXZ0mTZqIaxU3RyQMGjSIgIAAfH19OX/+POnp6fzyyy8MHz5cqME9fvyYLl26YGxsTHR0NKmpqTRs2BBLS0u2b9+OQqGgbt26lC1blqpVq7J9+/YiRUvLlClDWFhYsd5QiSw5Ozszbtw44eFSDiWT5k9AQADDhw9nz549lC1bVrx30rEXL17EwMCAgwcPMnToUKGGePv27WLVEGvUqEHZsmVF3s6AAQOESIePj48o+iqhffv2WFlZMWHCBBmBVr6/hYUFbm5ustID+fn5tG/fnrCwMFnfFyxYgK+vLxUrVmTYsGFiMaR///6yZ7h69WoWLFiAQqEQ4y6N5f79+9HW1iYhIUG20LBixQqGDBnCgAEDxHfjxYsX9OzZEy8vL0aNGsXly5dRKBQsWrSI7t27C69tiRIliI2NpVSpUrRr147Ro0cTHx8vvsfSvd+9eycL31y+fDlVq1bF3d1d1s/+/ftjZWUlq+Gkwv8uVERJBRVUUOErSElJoXLlyvTo0YPQ0FCsrKzEj29mZibt27dHoVCI+P2cnBxSU1OpVKkSw4cPF/kC8fHx5OXl8fbtWwYOHEiJEiVwcHDA1taWjIwMtm7dytmzZwWhun79uqyWUkFBAfXr16dPnz5AYYHNy5cvy2qBHD9+vAhx8Pf3Z/jw4eLvmTNniiKva9euRUtLS1YfRfIivXr1ivz8fJG7IXlUevbsiZaWFocOHQKgY8eOVKhQAV1dXaZOncrnz59F8VwXFxdZno6yMfplTaPNmzfTu3dv7O3tKVmyJCEhITJvXWRkJBUrVmT8+PG8efOGxYsX4+7uTkJCQrFk6WteCSj0Yjg4OIhwKgkrVqxAU1NTNqZXrlwROREaGhoy0tmtWzc8PT1RKBQ4OztTq1YtcnJyROjViRMn2LZtG126dMHGxkas9iu3LT8/n+zsbJo1a0avXr1kbVX+92+//Yauri7q6uqifadOnSIhIUHk40AhYba1tWX8+PE8f/6c169fk5ycTLVq1YRaV3Z2tiBLtWvXlvW1T58+aGtrY2VlhY2NTbEFNRctWoS6ujopKSmcOXOGW7duERERwahRo7h69SolSpQQ4ZtSX5XDnRYuXCjqB3l6eor8lYYNGxb7/L4cixcvXvD+/XuSk5MxNDTEz88PNzc31NTURMjq48eP6dq1KxUrVsTV1ZXFixdz+/ZtunbtKvLCHj58iKurK/Xr1y9SwPbp06dCeGLFihX069ePESNGiFpU2dnZJCYm4unpyfjx42U5QhImT55MiRIl2LhxIy9evCAsLIyWLVvK8uEeP36Mra0tK1eu/FM1RCj8HhkZGdGiRQs2bNhAZGSkeP4vXrxg4cKFlC1bVqZM2bhxY5o0afLVPMGLFy/i7OxM69atOX/+PPn5+bx79w5fX19CQ0NJT08Xni0o9ER9qfQYGhpKx44dgULypqenx/z584VMe6VKlWRk6cCBAygUCuHJkoh1YGAgPj4+QhQCCj1LPXr0oGbNmqSlpTFv3jxKlSqFlpaWECCRvPKHDx8mISEBX19fIZku5URt2rSJkJAQnJ2dmTZtGo8ePSIrK4vk5GSsrKyIi4tjyJAhtGzZUhZ+rIIKKqKkggoqqFAMtm7dSvXq1UUS95YtWyhVqpTIM4LC2PVNmzYxffp0cnNzOXDgADVq1BArx1u2bKFMmTIsXrxYnCOFcq1du5bU1FSsrKwwMDCgVq1atG7dWpaP8+7dOw4dOkRERAQODg4ixM3W1pZq1apRo0YNWX6BdE5mZiYhISE4OTnJwv/mzZtHu3bt2LFjh0xxDQoFB/r168erV6+EUdWsWTMRwrRhwwZ0dHTEOZ8+feLOnTvY2Nhgbm4uVl+VydKUKVNk/YZCsiVdUyrwWLJkSWbNmsWBAwdYsWIFlpaWNGjQgP3795OVlUX79u3R1dWlSpUqQvr4a2RJuaCscsibhJ07d2JqasqMGTNk+UenTp3C3Nycxo0b8/z5c7p27YqhoSHv378nOzubWbNmUbJkSRlZevnyJYcPHxaECuDWrVsyCeEzZ87Qvn17bGxsZApes2bNEiFEvr6+og7Nlwat1Ic+ffpgYWEBFCoNOjs74+TkRNu2bWVhkk2aNKF8+fKYmZnRuHFjXF1dOXv2LJ8+fZIpju3evRtra2sZWXr06BFHjx5l/vz5wugvTixj3bp1VK5cGRMTE4yNjXF1deXTp0/cvHkTLS0tfvrpJ6DQU7d+/Xrq1KlDt27dhFH/5MkT9u/fT15eHgUFBd9FlpT/3rJlC5UqVeLcuXPk5ORQUFDAyJEjKVWqlAiffPDgAc2bN6d3796cPn2asLAwnJ2dZXXF7ty5g6urK/Xq1SsSRiuNuYGBAcHBwfj5+ck8i9nZ2XTs2BEfHx+GDBkiy6vq27cv5cuXx9zcHHV1dRYtWsSsWbMIDAwkJCSExYsXs2fPHoKDg/Hw8OD+/fvfpYYIhe+ht7c3cXFxeHt7y55pVlYWU6ZMwdraWmboK3tIi8O5c+ews7PDwMCAyMhI4uLiMDAwwMzMDFtbW5ydnfH395f18c2bN+zfv5+wsDDxbXr48CHm5uYyDzVAREQEBgYGbN++XYRZnj17Vng4K1euzNmzZ0X7pkyZQsmSJZk9ezYhISEMGzaMtm3b0rFjR8aMGYNCoUBNTU18V5WLYL9//579+/dTqlQpKlasSLdu3Th9+jTa2tokJyfTvn17DAwMaN++Pbdv3+b9+/csX75ceEM7duz41TIDKvxvQkWUVFBBBRWKwfz584W6WXp6Otra2mLF+v3795w5c6aIt2LNmjUijKM4j82uXbvEKv3o0aMxMjIStZl69OhB2bJliYqKEmTp0KFD1KtXj7CwMHJychg2bBiVKlVi//793L9/XxS1VZbQnjdvHr6+vgQFBZGTk8P69etFqNa5c+dQU1NDoVDIyFtWVhYhISEkJiYKoyMnJ4c6depw8OBBjh07hqampliNz8nJYfLkyezZs4eHDx9ia2uLh4cHd+7cEXWiiiNLUKjupaOjIzw6qampspwZKCQzZmZmhISEcOjQIe7fv0/Xrl1xc3OT1WqRyJJyGN7GjRu5e/cutWrVol69ekWEAaCwoKa+vj4///wzR44c4datWwQHB2NpaSlygvT19bl27Zo4R5ksfRl6JqF///5Ur16dGjVqEBUVJYy38+fP06FDB8zNzRk1ahTh4eFYWVmRm5tLbm4uAQEBNGrUSFxHMhgfPXrE8OHDuXPnDqdOncLa2prAwEDU1NTYt28fGzZswMPDg/j4eBlZ6tixIyVKlGDmzJk8ffqUkSNHEhERQaVKlUhOTha5HDt37sTOzk4WhqeM4mpgSXj48CHHjx/n8OHDop+pqamULVsWX19flixZQnBwMEFBQTRu3Bh3d3dZAVdlb1Nubi579+79U7IkYcGCBXh5eZGdnS1rY2pqKhUrVuThw4dAYRhdfn4+N2/eFIWJv5Sbv3fvHl5eXri7uwtPKRQqr1WuXFmEl3348IEFCxagrq7OmDFjgMI50aRJE9q3by/yq+7cuUOtWrU4duwYL1++ZOzYsZQqVYoZM2awaNEi2rdvj4aGhqjbk5OTw5s3bzA3N/+mGqJy7t66detwcHBAXV1dhP5KOHPmDDo6OiJkV8K3ajlBYYinmZkZ/v7+xMXFYWhoyMmTJ8nJyWHKlCkoFAq8vLxEuNyRI0cIDg4mLi5OPNO7d+9iYmLCjh07xPhA4aKKtbU1zs7OrFmzRuapXLx4sSDays9y5MiRIpQ0Ozub169fk5+fz969e7ly5QoTJkwotsaWMtnS0dGhcuXKjBgxQvbdWLt2Lba2tiQkJMje8e8ZJxX+96AiSiqooIIKSpB+rCdPnkzTpk3JyMhAU1NTpuS2cuVK+vfvL7wb0o+rFA6zefNmNDU1BbFau3YtW7ZsoVu3bjx48ICbN28SEBAgErN37tyJpqYmCQkJODg4EBsby9atW/nw4YMIh7lw4QL16tUTalvbtm1DV1eXJk2aoKamJoy3goICtm3bRl5eHmlpaVStWpVx48YJA2fp0qWULl2aESNGcOTIEY4cOUL9+vVxdnaWFXuEwpokBgYGlC1bVrZK/PLlS+rUqSO8WRJZcnd3Fx4QKWdJTU2tCFlq1qyZMPyGDh2Kn5+fSAKXxnLBggWULVuWoKAg9u3bx4MHD+jSpQve3t5fJUuDBg2iWrVqjBkzhmnTplGnTh2ZR0TZCBoyZAju7u6UKVMGR0dHvLy8yMnJoUmTJigUCho1aiQT2oBCw2/27NmULl2alJQU2fVWrVqFkZERK1asYObMmVhaWuLm5ibyiK5cuUJaWhqOjo5ERESQk5NDdnY2+fn57Nixo1gClpaWhpubm/AmJCUloVAo8Pb2FscsX75cRpakZ9eqVSvu3r3LgAEDqFSpEsuWLWPTpk3Y29vj6enJkydPyMnJEQIPDg4O/FVcuXJF5Oxt2rQJR0dHqlevLstjmThxIvXr1xfG85s3b/j06ZMgshJZ0tfXl5Gl4jxac+bMoVy5cmJOS9c8d+4cxsbGwqMrIT8/nwcPHhAVFYWvry8rV66U7b9z5w61a9eWhYouXboUZ2fnImRx0qRJ6Ovri7Av6RlCYfjb9evX6du3r+y8iRMnUrJkSSZNmsSHDx94+vQpO3fuRKFQkJGRQW5urlBxVFZD/PTpE+Hh4QQHBxdpx5YtW3B0dCQ6OlrmJXv69Ck1atRg69atxTypoliwYIFQWjx//rwII5a+d9u2bUNbW5uBAwdiZWVFzZo1effuHfn5+Vy9elWm+gjg5uZGbGysuL6k/hkWFkaZMmWIiIgAEMqCK1euRENDQ+TmSSTqyJEjGBsbi7DfsWPH0qNHD3G/z58/M2rUKBlZKigoICcnR4zVzz//TMmSJTE0NCwiWLF27VpsbGxITEyUzZevkXMV/nehIkoqqKDC/zS+tmqemZlJuXLlUCgUMvWkT58+iZj8L39Unz17hr6+PgqFQtRa2rt3r0hqbtmypThn3bp1PHz4kGPHjlGlShWhsNS+fXtKlChBqVKlmD17tsh/ePr0KePHjycrK4sDBw5QpUoVZs2aRXZ2Ng0aNEChUMiS7yWD7syZMyInSGr/vHnzROFINzc3wsPDycnJ4fTp05w4cUKE89y4cYPAwECsrKx4//49+fn5PHv2jNDQUGrWrCkbu0ePHmFtbV2ELE2YMEE2hgUFBTJFvNWrV1OyZEnZijkUeoYkUiF5CO7evUvnzp3x8vIqQpa8vb1p0qQJjRo1wsvLi9GjRxMeHs6jR4++mrN09+5djh8/zvHjx8nOziY3N5dRo0YxfPhwPDw8SExMFEakZKBlZ2czbtw4atWqJa67fv16li1bJqsldP36dVFs9cWLF8LjsH79eho3boyvry8dO3YUHsUJEyZQqlQpIiMj6dChAy1atEBHR0eEUGVlZVG3bl06dOiAnZ0dzZo1E/dasWIFHh4eImdJauvvv/+Os7OzuMeRI0dETSJlbNq0iRYtWnzTg6SMLwv9njt3juTkZEEePn36JAs/zM3NJTQ0VMiDb9++nTp16uDl5YW3t7fIIwGEZ0lZHAAK54MUqvjkyRO8vLxo0aKFTNDi2rVr1KhR46vFgG/fvk1ERASBgYGyOjtSG5Wxbds2ypYtK5T1pGd95swZDAwMiqg69uvXD09PT3R0dHByciriqZg0aRKlSpWib9++fPz4kQ8fPhAZGcmgQYOAwpBNZTXEjh07UqdOHRwcHMjJySEjI4MdO3bIQgTXr1+Pu7s7vr6+zJo1i/Xr1xMZGYm9vf13PcuDBw9SsmRJevToIcb23Llz1KhRg5iYGNauXYupqanwiksCJdWqVRPfpevXr/Pw4UPx95YtW6hRowZJSUniPnl5edSrV4+mTZuSn59P165d8fX15ePHjzx79oyAgADi4uLEez5gwABKly6NmZkZGRkZfPz4kXHjxqGlpSX7xmVnZwuyNG/ePFmfMzMzGTJkCFpaWpQrV464uLgi4gzr16/HwMCAbt26/WkZAxX+d6EiSiqooML/JL6sj7Nu3TrGjRtHenq6MPgWLFiAlpYWycnJnD9/nnXr1slyfxYvXkxaWhpjx44VNVIOHDiAvr4+LVq0YMuWLWzatAk7OztKlCjBsGHDZEVqodBr0KZNG/FDPWbMGEJCQrCxscHBwYElS5YIoiMZI507d6Zjx45iNb5Xr14EBARQu3Zt4ZVp3ry58FAUl6OQkpLChAkTuH37NgUFBfTu3Ztq1apRunRpIiIiBLHZsmULHh4eVKhQAXd3dzw8PPDw8GDt2rWMHj2aKVOmCEP80aNHRTxLnz59YuXKlWKl+MKFC+zatYvjx4+L9nTo0AFtbW22b98uFNv69u3LwIEDefDgAR8/fhThiI8fPyYpKUlGloYPH06PHj1wdnbm7NmzdO7cGU9PT8aMGVOshLM0Hl+G2Sj/PWPGDFxdXUlMTJQZvVLhT+l69+/fp3z58igUCiZNmiS73o0bN3B0dMTT05OnT5+yZcsWNDQ06Nu3L506dSI2NpYyZcoIVbwjR44QFxdHTEwMHTp0EHLsEqTnv2DBAqytrWnevLnY16BBA/T19enUqROfPn2ioKBA3B8K5/eXuS9r1qzhxYsXXxWRKA7K4/j7778LgvFlXSkozJdbv369yLHLyckR3tahQ4eydetWgoODMTU1lQkq7N+/nxIlStC6dWugMDxOoVDQsWNHUWNo3rx5+Pv7ExoayqlTpzh8+DARERH4+vp+M3xKIkv169dn4cKFsmOV+3b37l3q1KlD27ZtZTkr9+/fx8bGRkZYJG/i1KlT6dmzJ+XKlaNPnz6irdI9Ro0aha+vr7jPkCFDMDU1Fe/+w4cPhRpi69atGTRoELm5uaSkpFC9enUMDQ2FSpvkgdmwYQP29vaoq6sTGhpK3759xbP4HrK0bNkyqlatSvfu3cU8P3XqFLVr12bIkCHExMSI78/ChQtp06YNiYmJ5OXl0bdvX2xtbdHV1aV79+7i3Zg5cyampqZ4enqKd7FixYp4enri4eGBnp6eEMuAwoWOwMBAEeq7ePFi9PT00NDQEN+R58+fM3PmTPT09ISoDRTOu59//lkI5EBhfqmJiQnJycmcOXOG2bNnY2RkRL9+/YoUjt20aZPwbqmgQnFQESUVVFDhfw7Jycl06dJF5MkkJyejq6uLo6OjSGqW8jgWLFiAoaEhmpqaaGlpERgYSE5ODn369EFHR4eAgAChfiaF2u3btw9bW1vMzMzw9PSkUaNGzJkzBzU1NYYOHSozztq2bYuXl5cwOGNjY5k6dSoATZs2xc7OjiVLlggjOSsrC29vb1EcMSsri9jYWJlQwPv37zEzM6Nv375im2Scffr0iYyMDBwdHQkPD2f79u2ivQcPHmT37t1ERUVRq1Ytli5dChSSymnTpjFp0iRWrVpFcnIyVatWJTIyktjYWCpUqCC8FA8fPsTe3h4vL68iK7irVq2iYsWKGBoaYmtrS/v27cW+xMRE1NXVcXZ2xt3dXcgg165dGy8vL0xMTJg0aRKvX7/m6dOnIgyvZ8+eeHp6Ehoaypo1a4BC78D3kiUo9GoNHz6cyZMny7wRM2fOxMPDgzZt2rBr1y6Cg4NlIWrS9Q4dOoS7u7usEKa078aNG1SuXJn4+Hjq168vE4N48uQJffr0oVy5ciLE6MtQpuLw/v17Fi5ciI2NDc2bN+ft27fUq1cPW1tbfvnlF3Hvy5cvY2JiwujRo6lQoQLTp08X1zh+/DjR0dGiiOn3YOfOnULdrFu3boSFhcm8lV8iMzOTli1bEhcXR25uLrdv38bb25vJkycDhYILZmZmmJiYoKOjI8JKCwoKOHToEJmZmQwaNIihQ4dStWpVSpUqRbNmzfjjjz8oKChg1apV1KtXj5IlS+Lg4EDt2rW/iyRIeURRUVEifG/GjBn07t2b/v37i/myZMkSfH19iYiIYMOGDRw8eJCQkBC8vLzEczp48CBJSUksWbJEXH/GjBmYmJiQlpYmM8yvXr0qvLXSgoa9vb0Q8igOs2fPRk9PjxMnTnDz5k1OnDiBp6cn1tbWYuy3b9+OqakpEyZMKLYAbXFQfheWLVuGsbEx3bt3FwTm06dPdOnSBTMzM6CQWMfExIiivevWraNq1aps2bKFcePGUbNmTSIjI4W097lz52jevDnNmzenQ4cO5OTkEBYWhkKhoFmzZkW88WvXriU6OppSpUrh6OiIj48PtWrVolq1aiIk8sWLF0yfPr0IWcrOzmbAgAE4OjpiZWVFyZIli9RQmjZtGsbGxvTr108WYqmCCn8GFVFSQQUV/ueQnJyMm5sbffv2ZdeuXdSuXZsTJ06Ql5fH1atX6d69OyVLlhSJ0i9fvqRfv354e3vTtGlTQSak2PbXr18zduxYSpYsKQym9+/fc//+fWHUAYIsSdXtoTDHxN3dHWdnZzw9PbG1tRWV4AsKCmjSpIkgS5IBN2nSJNTU1GjevDkeHh64uLgUyS/q1KkTISEhsrAmKFSbio+PZ9euXdSrV4/GjRvTo0cPYQBB4ap78+bN8fPzY8GCBbLz165di7GxsciLmD9/PqVKlZIZio8ePUJPT4927dqJ9rx8+ZKgoCCWLFlCZmYm06ZNw9HRUSZisHHjRqZMmcLPP//Mzp070dPTo1evXly4cEGE8CmrmnXt2hUHBwfatm1LeHg4ISEhwrv1LbKkbKSlpqZiYGBAgwYNcHZ2pm7durI+z5s3j4CAAMzNzYUEOBTKZKemptKzZ0/WrFnDoUOHsLa2JjQ0lLFjx9KqVStZUeDnz59jamoqSILyWEVERJCSkkJeXl4RovU1fPjwgYULF2Jvb09ERAQvXrygadOmBAYGMnv2bHF+jx49UCgUoqgwFJLryMhIIiMjvzt5PTs7m/Hjx2NraytCzL4MLysOT548Eff47bffGDZsGB8/fuTRo0dYWlrSoUMH3r59S61atTA3NxdCAFCYl1KhQgUOHz7MsWPHWLNmDWXKlKFx48ay0L4LFy5w9+7d7yKZEu7evSu8FSNHjkRLS4smTZqgq6uLm5ubkGFfu3YtjRs3Rk1NDVdXV7FQAoXP1cLCAk1NzSLPdfr06ZiYmNC/f39u3brFhg0bMDIyws/Pjw0bNgiP0JAhQwgPDxfvvCQxD4VzICkpSZBT5TG1t7cnJiZGbJNUBKXzvoUvZduhkBRKZEn6Zly8eJEqVapgbGyMvb099vb2Qt2zW7dusoKsu3fvpl69ekRERIh3UEJOTg7v3r1j8ODB9OrVi1q1atGlSxdZHSUJmZmZPHz4UIhwSGRJCsuTyJK+vn6ROl+SgIxE7gCZmMv06dOpVq2ayBVVQYXvgYooqaCCCv8zUDYghg8fjo+PD23atBE5OhKeP39Ohw4d8PLyktUMWbhwIfXq1ROryspS3lBYELNy5coycvJl2JtEloYNGwb8IzStV69epKSkCCNP2Yhp1KiRIEufPn3iw4cPTJs2jZiYGLp06VLsKvrq1asxMzMjJSVFhA798ccfREdHExgYSH5+PmfPniUwMBBNTc0ihW8lslSnTh1ZSNmoUaNE4dv169ejpaUlDKZ3797JiqFK7Tl+/DhNmjShadOmYsw+ffrE8uXLsbe3lyV/S0hNTaVx48aiX0FBQQQFBck8GHfv3iUxMZGjR4/y66+/Ehoa+t1kCf5hOEmEd+7cuairq+Pu7i68g1CYeP7bb7+JZynVfenVqxeNGjXCysqK7t27c/jwYYyMjHB2dkZdXV3IZEto0qQJLVq0KDJvmjdvTnh4eJEx+DN8+PCB6dOn4+XlxcOHDzlx4gR16tTB29tb5Es9efKEhg0boqGhwbBhw0hLSyMoKAh7e/tiw+W+hdzcXOrXr49CoRCiA/B9IV7K8ulQKBTSoEED4Slt06YNJUuWxNTUVDyn2NhYunXrJrtORkYGGhoaxMfHFxsy9T19+fKYxMREMWc+fPggapwpS2zfvHlTGPDwDzJ28eJFrKysqF+/vgjZle4xc+ZMIX0Phe9LSkoKurq6hIeHM3HiRM6ePYu6ujrp6emy79P69evJy8ujWbNm+Pr6iu3SWE+fPh0XFxdZjpby/u/puyTVLWHhwoWCLEnP6cqVKwwZMoTx48eTm5vL5cuXqVGjBpqamowePVp2/p49ewgKCiImJkbUhCoOI0eOxMfHR0aW8vPzuXz5chHxldu3b+Pr61uELM2cOROFQsH06dNFnzZt2sSwYcPw9fXFxcVFXFu5n5MnT8bGxkYIpKigwp9BRZRUUEGF/ykoGwpDhw6lSpUqGBgY8PjxY+AfRvS6deswNDTk5s2bsnPmzZuHh4cH5cqVE4RImRAYGhqKcKapU6eSmJhI69atWb9+vVDJmz17tgjDU74nFK7s9u7dm4kTJ4oCl1BIlmxtbVm2bBmfPn3i4sWLYlW6oKCg2FX02bNn4+zsjKWlpfA8OTk5idoz+fn5XLlyhbp16+Lo6MiGDRtk59+6dYuQkBCSkpJEGydMmECvXr3YuHFjkVpMa9asYfDgwbL8r8+fPzNmzBiqVasm6gBJyMrKYvny5bi4uIhCuBKaN28uVPVcXFwIDg7m3bt3QGHelLJss4QtW7YUS5akML2BAwcKo+nTp08kJyczfvx4oNCbpaury5AhQ4iIiMDS0rKINw0Kk/zNzMwEuVqzZg0aGhpCSS0jIwMzMzMsLCzQ0tKic+fO4txJkybh4ODAlClTxFwARI2Y4gq8/hk+fvzImzdv6NWrF9HR0Xh7e6Ojo0ONGjUEWXrz5g1DhgyhZs2aREVF0atXLzFfvsf7AoXvzZs3bxg+fDgpKSm4uLjI+vZl26X5cvv2bTIzM8VchULvVHBwsMzL1a1bNw4cOMDTp0+Fepmfnx8dOnQQ15NyeQYMGIBCoaBDhw5FSOf39EPC6dOnOXjwIB07dhSiHVJfHBwcsLe35/Tp00XIx5dE68KFC7i6utKxY0dZTS0orJclCUJIOHbsGBMnTsTIyIj69etTrlw5goODef36NQUFBYwaNYoqVapw/fp1NmzYgJ2dXZG5mJ6ejqOj4w8Z/MrfmfHjxxMZGUmjRo0YMmSIaPOXZEk6R9kLlZ6eLmTlpTpzEvbu3YuzszMpKSlAYb7QhAkTSE9PF166nJwcRo4ciZ+fH+3atSMzM5OgoCCioqLYsmULixYtYtu2baJvDx48KEKW/vjjD9atW1csMTx8+DDu7u64uLjIFlaksEApD1IFFb4HKqKkggoq/M9B2ZAZN24cJiYmJCUlyWLXpboiUoKy8jnLly/Hzs6OsLAwmYF1+/ZtTE1N2bNnD0OGDEFTU5NOnTqJ0LomTZqIH/+5c+dSunRpkpOTxY9937590dLSIigoCHd3d/T09Bg+fLi4fuPGjXFwcKBTp06ULVuWn376SYT2fS3/5vjx46xYsYLU1FTmzZsnM5Clcy5evEhgYCBhYWFiJVi6xuPHj9m9ezf37t2joKCANWvWoKmpSenSpWUk6f3794SEhNCrV68i4/3HH38wadIkdHV1ZcY1FJKluXPnUrNmTVmC94ABA6hVqxaenp6EhYXJiEViYiK9evXi8+fPPH/+XBhPULiqHRISUoQsNW3aVNS7kXDv3j0ePnxIZmYmlpaWgpjt2LEDbW1tzM3NWbt2ray9CxYsICAgAChaK0tSJNy7dy9BQUFMnToVhUJBWlqaOL979+4ibGro0KG0a9cOLS0t4Yn7K1i6dCkVKlTg7NmzvHz5UigTenp6snjxYtHnL0OdfsT7oIyPHz8yceJE7O3t6dKli2zf2bNnxXXXrl2Lubk5+vr6hISEyGretGjRAhMTE5YuXUpiYiIVK1bk9u3bsmvNnj0bTU1NEQKrXCOnadOmlC5dWqjGfQ+Un33v3r2pVKkSlSpVQqFQMGvWLBlpzMnJwdnZmcqVK39XAdJz587h5uZGx44dhQhHWloaZmZm6Ovr07JlS1FnTMKnT5+YPHkyjRs3Rl1dnfPnz3PmzBlatGghxC0eP35M8+bNqV+/PlOnTiUvL4+HDx8SFhZGTEzMd8tZKx83evRoNDU1SUtLEwswrq6usrBSU1NTWrduLb6Jb968kZHStWvX4urqStu2bWWet4KCAk6fPk1+fj6pqalUrVoVHx8f/Pz8CAgIEP3Kyclh/PjxeHh4YGRkhI+PD8nJyWhqauLk5IS6ujr169dn1apVQKGIhhSeKX2LoJCYJSUlER0dzeTJk0Ve5NGjR/Hw8MDJyYmrV68yYMAAzMzMRF6qCip8L1RESQUVVPifw5cemF9++QUnJyeaNGnC0aNHOXr0KKGhoXh4eMiMReVzVq5ciZ+fH15eXmzdupUtW7YQHh6Os7MzN27cIDIyUlbAct68edSuXZuEhAThBZk6daqQmT558iTh4eFCPe/x48dMnjyZUqVKiRpJAPXq1cPCwgKFQkFYWBjdu3cX5EvZGPoacQK5gSwdd/78eQIDAwkPD2fLli1if9++falevTrz588X3pj+/fuLfKFz585x8eJFgoODZcbW3bt3yczMFLLDklS4vb093bt3l7Xl06dPnDp1ioSEBGEYHT9+HG9vb4yNjUUuCRTmRBkaGnLgwAFGjBiBt7c3ZmZm+Pr6Cg/czp07CQ0NJTQ0lIMHD4rcn/z8fFmtJmkcli5diru7uzAEt27dSnR0NBMmTCgydkuWLKFly5b8+uuvRTxqGzZsoF+/fixcuBALCwsSEhKoVq0aCoVCiG9AoUhEQkICLi4uNGrUSKy0/1UMGzZMyLVLz/PJkyfUrFkTc3NzFixYUMSg/t48FihMhO/QoQPNmzcX9Xk+fvzIpEmTcHJyol27drx48YL69euLsMw7d+5gZWXF7Nmz2bBhA23btsXd3V2Ea71+/VoU3nVzc+PcuXNF2nD//n3atm2LlZWVyF169+4dkZGRbNiwgVmzZlGhQoUiBOTP+rN//368vLzYsWMHZ86coVatWnh4eLBlyxbZu5GTk0N8fPx3y6afO3dOiLfMnTsXCwsLVq9ezapVq6hSpQq1a9cu4l2S2hUbG4u7uzve3t44OjrKRCBu3LhB+/btqV69Ojo6OkJ2/kdDJ6HQi9aiRQuZt/rEiRM4OjrKQvxmzpxJTEwM+fn5jB49moCAAJycnKhXr54ggqtWrSpS8FnC5MmTMTU1FV6cMWPGULp0aezs7ITKY15eHjdu3ODw4cOcP38eBwcHDh8+LEL8GjZsSJ06dcTiza1bt7C1tSUuLg4o9AJraGjQtGlTmjdvToUKFYiOjhbFdk+cOIGvry+VK1fG3Nz8h4RLVFBBgoooqaCCCv9TUPa+HD58WISOjBo1ikqVKqGlpUVUVJRQagJkBujevXvZuHEjUGg029jYUL58ecLCwujXrx+TJ0+mSpUquLi4yHKVcnJyxCq8shpcQUEBS5YsITw8nFq1aslW/T98+MDIkSOxs7OTrWofO3aMihUrEhkZSb169ejZs2exZOlL/PLLL0Vq6Cifc/78eYKCgvD09OTIkSOMHTuWypUrc+zYsSLhKklJSZiYmKCpqYmXlxeBgYEiNGr9+vVYWlri5OSEvr4+SUlJXL58mffv3zNu3DgcHBzo1auXTJ1NR0eH7t27k5GRIdo0ffp0PDw8cHNzo0+fPrRt2xZNTU1Wr17N0KFDMTAwID09nadPn2JlZYWTk5MwMHfs2EGdOnVwd3cXz3j8+PHEx8cTFxcn8wQuX74cS0tLNm/ezPv374mKiqJ///7FJr3//vvvlC5dGoVCIRvLrKwsQkJCaNiwIbq6ukyfPp2cnBweP37MnDlzKFu2LJ06dZKN4cePH/+p+i1S+8aOHYubm5vI95Hm7YEDByhfvjz29vaiuPH3QNnw7tu3LxUqVKBJkyaEhYWhpqZGnz59ePHiBR8+fGDmzJmYm5tjbGyMh4cHOTk5nDt3jpSUFLp27Squde/ePXr16oWLi4sId4RCMlRcUr+Ec+fOkZiYKJTtzMzMsLOzIy8vj3Xr1mFtbf1DoVTr16+nbdu2IjQMCsmXVNdp8+bNxRKj7/W+nTx5UtSzkjyUUEhcjY2NCQgIkMm+S+dJuWb+/v6UKVNG1GGT8Pr1a+7du8fixYvZuXOnaM/3hk5CYbiem5sbFhYWsnyqvLw89uzZg42NTZHcooEDB2JgYMDChQu5ePEiRkZGeHp6CjGNlStXUqVKFUJCQoRH+PXr1zRr1kwsImzduhVtbW1SU1MJDQ0tIq/+888/k5CQQMuWLWVz78qVKwQGBspqfD18+JC8vDyePHmCk5OTrJj1uXPn8Pf3JyYmRniZP378yNGjR2W5piqo8CNQESUVVFDhfwrSD/GGDRtQU1OTVbCfMGEClStXZu7cuTKZXeVzSpcuLQvHWrFiBfb29gwfPpyCggJevXqFnZ0dCoWCtWvXyojLu3fvKFu2LIsXL5a1STI2NTU1ixTLzMjIQFdXlxMnTpCfny9IW69evRg1ahQjRozA3d2dnj17isRu6Z7KRseSJUuoUqWKCCX8EtI5p06dolu3bmRlZQkFN2UoG4xXr17l6NGjMqGDvXv3oqWlJaSopaTrZcuWAfDq1SsmTpxIlSpVSEtL4+3bt9SpU0fmZZKQn5/Pjh07SExMpHbt2nTt2pW9e/fy5MkTvL29RU7Vvn37ZKIS8I/imC1atCA/P5/hw4ejr69Phw4dhGqbRB4yMzMJCQnB2NgYU1NTkcelPC7KWLt2LWXLliU1NZUDBw6wf/9+6tevj5OTE4cPH6Z69eoyL1hWVpYYB+W8nH8Vrl27RunSpYvITO/cuZOYmBgGDBjwQ14HCffv36dr166yOSmF+Ukhb7/88guxsbHs3LmT7Oxs3r59S7NmzahYsSLBwcGy6929e5eePXvi4eEhk0kvDsrjLoU0Tpw4kfnz5wty0KNHD+rUqfPdRCkrK4uwsDDKli1LSEiIbN+7d+8IDAzE19eX1atX/9B4fel969y5Mw4ODiQnJ8uOe/r0KSYmJtSuXbuIB61Pnz5Ur16djIwM6tSpQ506dWSe3eLm4fd6uiTcuHGDiIgISpUqxYgRI2T7Xrx4gYmJiUxC/t69e7i5uQnv0+7du9HW1mb27NnimMePH6Ouro6RkZEsD+23337j1q1bXL58merVq4uSBzNnzkRNTQ19fX2hnDlixAgUCgXW1tYiNE7q78aNG1EoFPTu3VumYPf06VNq1KghvsXSWJw7dw4tLS3mzZv3Q2Ojggpfg4ooqaCCCv9f4luGzt69e1EoFOIHX/qRzc/PZ968ecUWaD1w4AAKhUIY48rX37x5M/n5+SLv5+3bt1haWuLs7CwL93j69CnW1tbCI6WMtWvXYm1tTZMmTWQJ0g8ePMDExESIBUiYOHEi7u7uZGdnM3HiRDw8PGRkSbl9R44coVevXmKF92teJ+Xtz58/p1KlSsJrony9rKwsHj58KJPYlULbUlJSaNu2LVAYfmVpaSkLO4N/1GW6desWT548wdLSUiYkUVyYmPL9b926hZWVFXl5eezYsUMWAvfhwwfmzJnD8+fPiY6OpkqVKpw6dYqkpCQR1gjQsWNHypcvL+pP3bhxg19//ZWlS5f+6Wp9Xl4eK1euxNjYGGNjY9zd3YmKiiInJ4ebN29SpkwZ1q1bJzvnzp07GBoaolAois3j+itQHqfVq1ejoaFBjx49OHHiBJmZmYSHh8s8J39m/Ctfb8WKFZQqVQpzc3OZ9wEKw0jV1dW5cOECy5YtE55TicifOXOGli1bUrly5SIezHv37tGhQwcCAgJ4+fIlJ06cYNu2bVy8eLGIgltx7YLCXMCkpCR0dHSKtE0ZxfX3xYsXtG3bFgsLC6ZPny4jG+/evcPBwaGIHPe38GXuj4aGBi1btkRXVxdLS0t27twpO/7Ro0eULFmSpKQkoHDxZezYsQQGBor8nTNnzlCnTh3CwsJkCznfm4/0LTx48ECIfig/m0aNGlG1alWZ2uOlS5eoVq0aUFirSfk9e/funTj2+vXrmJubExgYWMRzM336dOrVqye8natXr6ZBgwZMnjxZNvYzZsxAoVAwevRomZdVWgRxdHRkypQpgizdv38fY2NjQeyys7PF9cLCwoQIiAoq/LNQESUVVFDh/zsoG0jr169nxIgRzJ07V5CWEydOFEnSV1btWr58OT169GDw4MGi8OyTJ0+KEJzi1LAk4/r169eYmZlhaWnJ0KFDWblyJVFRUSJsqLi2LlmyRNRqWbFiBdu3b8fV1RWFQkH16tVZuXKlzCMUGBgocj4kufPevXvLVmUvX75MmTJlKFmyJD///LM493uMrsjISKKjo4WQgtTuY8eOERYWho+PjywPC6B169bMmDGDnJwcqlSpQqdOncS90tPTheEn9fvGjRtUr15deHeUx+bKlSukp6eLv6V2FBQU4O7uTtOmTdHW1paJBFy/fp1atWrx66+/8vnzZ8LDw6lQoQK2tracOXNG1tbExETKly9fRO3vy3Z8Dc+ePeP69evcvXtXJpjQrFkzIiIiRBghFBqWrVu3lhGLfwbS/SRJ5Hfv3rF582aMjIwwMTHBxMQENze3b3rGvoWLFy8SExODhoaGyDORctTevHlDtWrVRD4ZFJLxmJgYoTJ28eJFmjdvjr+/v/AmSu24f/8+T58+pW/fvpiZmQk57piYmCIe1S/x/v17FixYQIMGDb6Z26X8Xl2+fJkrV66IkLfXr1/TokULfH19mTVrVpFFgL/ifTt9+jQJCQnifXj27Bmurq4EBQUJApSWlkaHDh14+vQpeXl59OjRAz09PSwtLbGwsKBSpUrCy3Lq1Cnq1q1LZGRkkW/VP4s7d+4QERGBlZUVCQkJjB8/HmNjYxQKhewbl52dja+vL126dEFLS0v2nv3222/4+PiIELrr169jampKYGCgTDBhypQpGBsbc+bMGXJycoiOjmbQoEFcuHCBU6dOyd6zMWPGoKamxsCBA8nIyCAzM1Pkinbo0AFfX18mTJggak4NHz4cdXX1InWbgoKCfkjkQwUVvgUVUVJBBRX+v4KyQZiSkoKxsTFBQUHUrl0bb29vWQx+cQZRamoqxsbGNG7cmKZNm1K1alWZNO/3GFHKZMnW1haFQkHr1q1JSUkpNu/lS0U9c3NzSpUqRWRkJC4uLhgbG2NhYYG/vz+RkZHEx8dz7949Ro0aJct7GTlyJObm5rK4fSgMXzEwMCA4OLiIuppy0viXmDp1Km5ubgwcOFCsCH/48IHIyEj8/PywsrIiKiqKw4cPi3OGDRuGsbExRkZGdO/eXZZw3rJlS5KTk4vk5fj7++Pp6SkMIAmTJ0+madOmvHjxgokTJ9KtWzeRND5x4kQMDQ1FrSUoNHIjIiIIDg4W45uVlUXr1q1RKBQilEl5jnTu3BmFQlGE8P0ZpGvs2bOH1NRUkpKSRI7GwYMHqV27NiEhISxfvpzffvuNlJQUbG1tv+o1+bP7FLdt7dq1qKury/JZnj59ytmzZzl8+PBfymOZO3eu8EKdPn2awMBAKleuLBTp8vPzefbsGSYmJjIDfuXKldjY2NC4cWMhVnL27FlatGiBn58fK1askN1nxowZGBoaCjKZmpqKlpYWe/bs+dM2vn//XkjFFwflMRs4cCC2trbY2tqKkMGcnBxevXpFs2bN8PPzY86cOd8UPPkzSLk/dnZ2QrwECt8tiSzt2LGDHj164OPjQ0pKCidOnMDf358zZ87w9u1bbt26RfPmzdHR0RFz/PTp0zg6OhYJ4ftX4O7du8TExKCmpkZoaCjjx48nKSmJsmXLsmnTJvLy8vj8+TM9e/ZEV1eX9u3bi3M/ffpEeHg4ERER5Ofni/e2OLJ08uRJQkJCqFixIjY2NtjZ2ZGcnIyxsTHlypUjKChIVixXKhqrUCjo1KkToaGh5OTkcPfuXRo0aICHhwdTpkwhOzubrKws2rVrR8mSJRkzZgxz584lOTkZbW1tWQ6iCir8M1ARJRVUUOH/S0ybNo1q1aqJ1fCpU6eirq6OhYUFy5cvF8d9WSOpevXqYlV78eLFlCxZkjJlyjB58mSgMDm4ONW4LyEZp+/evcPExIRq1arRqlWrrxrKyu1YvXo1zs7OdO/enf3799O9e3dRXPb06dMEBAQQFxeHi4sLCoVChI/l5+ezaNGiYo289PR0qlSpwk8//SQ8GlOnTkVTU1OWW/Al+vfvj4eHB1ZWVsTExODq6oqDgwM5OTncuHEDBwcHGjRoIJSmHj16RGhoKIaGhqI2VXZ2Nv369aNKlSrFFuO9du0a5ubmeHt7c/DgQQ4dOsTUqVPR0NBg8+bNpKamUqlSJVasWCEM9vv375OYmIi5uTmxsbEkJSXh7++Po6NjETWw7OxsIiMjMTAwEPWPlDFmzJgfIhMSduzYgbq6OlFRUVSrVo1KlSqxevVqoFAopE2bNpQpUwYLCwuqVKlSrLLbt6A8Jz58+CALQbx+/Tp6enrMmDGj2OMl/IjBn52dTZcuXahbt67YJpElfX19pk2bxoIFC6hXr54IfVyzZg3Dhg0jPz+fxYsX4+XlRWxsrIwsxcfHY29vz+rVq8X70rp1a4YMGQIUesWUc18+ffr0w4SyOIwePZqKFSsKIv/TTz+hrq4uQltfvnxJixYtsLKy+iGxiy8h5f5oaWkVWaS4d+8ednZ2ODs7c+TIEYYMGULt2rWJjY0lLCxMlneTlZVFdHQ0zs7OwjOXmZn5w7lI34v79+8TERFBgwYNWLFihZAdNzQ0FJ70mzdvEh4ejqurKwkJCQwcOJDatWuL92z8+PGMHDlSPC+JLNWpU0dsO3nyJEuWLGHKlCns378fBwcHduzYwfHjx/Hw8KBmzZoyxUEpn2/atGkUFBSwatUqQkNDCQwMpEKFChgYGDB16lRycnJEnTYrKyucnZ3x9/eXyZWroMI/CxVRUkEFFf6/w8ePH2nfvj2TJk0CCguR6ujoMHDgQBo2bEi1atWKhFt9/vyZtLQ0oVS1detWdHR0GDNmDL169aJUqVJ07NiRyMhIli5dKgvV+5qXKTc3l8WLF2Nubo6uri5mZmYi/EsyzL8m471gwQJRl2XXrl389NNP+Pj4CGPy6NGj9OvXD1NTU5mYAhSu7o8cOZKRI0dy9epVcY/ly5djbGxM165dGT58OGXKlJGFtilD+Xp79+5l0KBBdOnSRZZD8OTJE6ZNm4a2tjYRERGCYG7bto2aNWtSsWJFwsLCqFevHgYGBoIoFEcub926hY+PD9WrV8fIyAgHBwfWrl3L7t27qV69ughJUsa9e/dYuXIl9evXJz4+ngEDBpCbm8uaNWsYO3Ysy5cvFzksBQUFwgiUyNKX7fgesiSd8/r1a7p37y4LR4qPj8fIyEjmPbl//z6XL18WKmHfC+XxnzhxIjExMfj7+zN8+HBBbL+UZP5XIDMzs4jgyNmzZwkODqZEiRI0btyYypUrU7t2baZMmYKampoobJudnc2iRYuKkKWTJ0/SsWNHmYx3o0aN2L59O4cOHUJTU1PM69zcXObMmcPGjRv/UgichLy8POLi4oS3bd26dVSoUEHk1UhhhM+ePWPw4MH/NBm5f/8+UVFRBAQEyPIJhw8fTnh4OG3atCE/P58PHz4wYMAALC0tRf4P/GPubdiwATMzM27dulWkP38Hbt26RUREBKamplhYWBAaGoq+vj5aWlqCPF6/fp0JEyZQs2ZNGjVqJCtY3LNnT8qXL8/kyZN58eKFON7U1JTatWsXKYh7+fJl+vbtK/5+/fo1AQEB+Pj4yMjSL7/8gpqamqgtt3DhQu7fv8/r16+JjY3F1dWVqVOnCqL57NkzsrKyvulpVEGFvwIVUVJBBRX+v8T9+/e5efOm8FZIHqGVK1eirq6OpqamWDWV8PTpU27cuMGdO3ewtrYWpGnPnj2ULFmSEiVKYGtrS/Xq1WnatCn9+/cnKyurSPV6CStWrKBMmTKsXbuWFy9eoKOjQ7169Rg2bBiLFi0SxtrXyNKyZcswNzenW7du3L17l65du+Lu7i6THZZq/0jnSd6Xxo0bY2VlRWBgIIsWLZKRJX19fUqUKFFEzOJLfMtQXbNmDdra2vTs2ZOoqCjKly9PYGCgyKF68OABo0ePpmvXrkyePJmMjAxROPRbuHz5MlevXhWFLufMmYOTk5NMQvrLdimPX9++fSlfvjy+vr7o6enh7e0txqugoICIiAhMTEyKJV7fi5MnT2JiYoKXl1eRPsXHx2NoaMjKlSu/KXv9vejbty8VK1Zk8uTJDBgwAA8PDyIjI4X88d9hQPfo0YOmTZvy+vVrse3kyZPExsZSvXp1rly5gq6urgh5UoYyWWrcuLEYA2XPCUDXrl3R1tamXLlyMg/vixcvCAwMZNy4cX+5/QUFBbx58wYTExMOHz5MRkaGTIjg8+fPpKSkyERT4J8fy9u3bxMREUFgYCArV65kwYIFbNmyRZCK27dvk5eXx4cPHxg+fDhGRkZ06tRJEEoorB9WtWrVb4pU/KsxceJESpYsib+/P/fu3eP27du0adNGhOFJ+Fp44pAhQ9DV1WXixIkysmRubo6DgwMvX75kzJgxREdHY21tLWptSXj9+jW1a9fGz8+PNWvWiPtMmDCBEiVKUKlSJZmH8f3790RHR2NgYMC0adNEWLAKKvwdUBElFVRQ4b8ayl6A4jwCCxcuxNfXV6w0btu2jQYNGjB79mxhtHyJzZs34+rqKn70T5w4QatWrYiNjSUxMZGsrCxxXRcXFwYOHFgk9+fWrVu4u7szdepU0a63b98SHByMQqHAycmJlStX/ilZWrVqlQg3e/LkCV27dsXLy0sIM0jFVKFQYcrU1FR4rdLT01EoFPj4+DBv3jwKCgqYM2cOCoWCsmXLsmjRor9UtPLRo0dYWFjICJukkFWnTh3hWZKuefHiRczMzEhKSipinBbXZ+XxmDJlCvb29sLgViala9eulYWzXbx4ES8vLxFueePGDXr27Imrq6vMSK5ZsyZRUVHf3d/iUK9ePaGc+KWBnZCQgIaGBmvWrPmnlMpWr16NjY2NIJ/bt29HQ0MDa2tr6tatKxTGftTAVx7rX375hX79+slEQjZs2ECFChWKhDCdPn2aoKAgLCwsKFeuHOXKlSMyMrKIOEV2drbwpMbHx1NQUEBGRgbHjh0TOTwfPnwQIZqvX7/m7du3PHnyhNDQUHx8fH4oFPJrc7dHjx74+/tTtmxZ4fWCQu9DnTp1xELBv0JNTsLt27eJjIxER0cHa2tr0bZ169ZRtWpVIX7w4cMHBg0ahLu7O82aNSMzM1Pk89SsWfOf8qb9KMaPH0/NmjVlkvafP3+mSZMm6OnpFVHuu3r1qvhuSRg0aBBaWlpMmDCBFy9eUFBQwNWrV4mLi2Pq1KmUK1eOPn36YG1tjYmJSRERjTdv3mBnZ0fHjh1lte7at2+PiYmJyKWUvNmPHz+mQoUKWFlZySTNVVDhXw0VUVJBBRX+K5GZmSkzpiZNmkT79u1p3bo1N27cEARg8eLFGBoasmfPHvbs2UNoaCipqakUFBQwZswYoqKiCAsLY9++fYJM7dixAw0NDVavXs3Lly8JDw+nXbt2vHjxAmNjY5mK18SJE1EoFJQvX55evXqJkL7Tp0/L8lLy8vKYNGkSpqam3Llzh4YNG+Li4sKyZcuKGB3wdePvyZMndOvWjcqVK5OQkCCu/fHjRwYNGiRyJNavX4+uri6//PILdevWxdLSkpYtW6KhocGyZcvo0KEDNWvWZPr06WIcv9c4e/HiBZaWliKZXzr/4sWLlC1blgYNGrBr1y6gUGHLwMCA1NTUv+RhuXjxIgqFQqbYB4WryjExMYIA/fzzzzRq1IjY2FjZeN6+fZvWrVsTEREhtmdnZ/9LDNF69ephZGTEvn37ipCVzp07C3GHv4pt27bRs2dPoDB8VMpJkmoZhYeHf1OM48+wfft2li5dirm5OZ6enkRHR3PlyhUKCgro1KkTkZGRwjCVDNetW7fi7e2Nk5MTjx49Ql9fn5CQkCJkKT8/n/Xr13P79m2RvK+pqUndunVF+NuJEydwdXUVqoSenp54eXnJCj3/GZSf4507d7h586b4e/Xq1VhbW1O/fn3hHXv16hVhYWH4+/v/beFs69evp2zZsrRu3RooDBE9cuQIsbGxuLm5CZW29+/fM3ToUPT09KhQoQKxsbG0a9fuLy1e/DMYP348FSpUEO+x9P/NmzcLYYWMjAwKCgrYunUrCoWCVatWFfESpqWlUbZsWaZOnSrEHA4ePEjv3r3Ztm0bULhY1LhxY/z9/WX16qAwn1N6JtL2P/74g4oVK9KuXTvZvX7//XeCg4NJSEgQ3mcVVPg7oCJKKqigwn8d+vTpg46ODsePHwcKjWQtLS06duxI9erVqVatGhs3biQnJ4fMzExiYmIoW7YsJUuWxMTEhJycHKZOnYqOjg6DBg0SYgUTJ07k1atXfPjwgcTERNTV1TE3N8fJyUkY2UOHDpXV6HBxcSEuLo7ly5eLYpapqamkp6ejrq4uJK2hUIJcWTghLCwMMzMzmXH3PTh9+jQGBgaUK1dOELHc3FyuXr3K06dPyczMxNraWuRoHTlyhHLlylGiRAmhoPXy5UtatmxJzZo1mTFjhqyW1J/h+fPnVK9eXZCX3NxccnNzuXv3LnXq1BGFXrOyspg6dSr169f/ak7Xr7/++lUCJR03depUSpUqRZ8+fdi3bx8ZGRkEBwfj5OQkjLrZs2ejUCioXLlyEcWrXbt2oVAoishJf09fJYPt5MmTTJo0ifHjx8tqJNWpUwcTE5NiydKP4GtejadPn/L27Vt8fX3FeL9//x57e3sqV64s6vF8D5T7O3ToUBQKBe/fv+fhw4fs3LkTf39/XFxcqFu3LvHx8dSqVUvkFeXm5rJx40Y8PT1JS0sTY3nr1i309PQIDw/n2rVr5OfnM2zYMEaOHAkUhpI5OTlx4sQJ9u3bR6dOnXBxcRGhsADz589n/vz5bNy48S8p9UGhkW5mZoa+vj4tW7YU79m4ceNwdXXFwsKCoKAgPD09ZbLpfwdZunDhAgqFguXLl9OlSxfs7e3Jz88nIyODxo0b4+zsLMjSx48fGTFiBGZmZkyYMEFW6Ppfja/19c6dO7i7u9OuXTvZu3j8+HG6du3KhAkTZO2Jj49HR0eH9PR0GVl68OABOjo6KBQKVq9eza5du7C3t8fExETmsXz27BmNGzemVq1azJ8/X+ZBysjIYMSIESxcuJArV64AhYWTy5cvT9u2bfntt9948OABgwYNIjY29l8S3qqCCt+CiiipoIIK/5Xw9PTE2tqajIwM2rRpIysmGh0djZmZmagJcv36dTZu3IibmxuOjo6sXLmSDh06iPomUKiI5eDgwIQJE/j06RPv3r3j8OHDbNiwQWa8HThwQMgae3l54e/vL1ZP//jjD44cOUJubi47d+5ETU2t2PAryUhbv349devWFepwP4KjR4/SqFEjDA0NRaiddN309HRcXV2Fsbh161ZCQkJITEwsUuupOLL0rVAkad+MGTNQU1MTinu7du2iTp06tG3bliVLlohk9AEDBuDu7l5k9Rn+4Y2bMWNGsSGQEvLz81mzZg3GxsZUqVIFOzs7GfmS2r169WoUCgU9e/aUEdJLly5hbW39zbo738L69evR19cnMjKShg0bUq5cOdLS0sT+unXrYmZmxs6dO/+S4a1MYJ4+fVpEhfDKlSsYGRlx8OBBoNCwbdq0KevXr/9LXoerV6/y888/C6+fMrZv3y7yvBQKhSDWmzZtEuqPXxYVvXHjBgYGBri6uhIeHo6mpianT59m7dq1xMfHy8bq7t279OrVC2dn56/mIf3oGG7evBkLCwtWr17NqlWrqFKlCn5+fmIOHjlyhLFjx9K/f3/mzZv3l8nY90D5/VBXVy9SFLc4svTu3Ttmz55dbKHrfwWkEEMofmxzc3OZMmUKtWrVomHDhly7do3z588TFhYm8onWrVsnEylp27Yt5cuXJz09XSwiZWZm0q9fP+Glfvz4Md27d0dPT48ePXrI7vnHH3/QrFkzrK2thWz/xo0bKVeuHO7u7lhaWuLu7i5k+/fs2YOhoSGmpqaYmppSuXLlr4bxqqDCvxIqoqSCCir8V0HZuHF1daVatWq4urqKYpISoqOjRSFTZSM8JiYGOzs7atSoITxSErp27YqDg4MsKXnz5s2yOh8AXbp0QaFQyCRwi0t09vDwwNHRsViP0YcPH4iIiCAxMfGHDCPldly+fJnY2FgMDQ1lRsPChQuxs7Nj+/btvHjxgqioKAYPHiy7hnSdN2/eCLI0c+ZM8vLyGDdunKzeVHF4/fo1vXv3RqFQMGjQINLS0mjcuDF6enoipwoKJZqNjY2F+AAgPBSDBg2iefPmqKurM3369G+SJSgkEb///ju///47+fn5HD16lN27d/Py5Usx/gsWLEChUJCQkMDWrVs5c+YMYWFhuLq6/iVS8fvvv2NsbCzyIK5evUqZMmX46aefZM/CxcUFe3v7fyqxvF+/fjg6OmJkZMSgQYPE3Hr48CFeXl60atWK/fv3ExISQmRkpOjPj/Rr+/btKBQKDA0NxfwvKCgoYkD/9ttvDBw4kJo1a3Ls2DE8PT2ZOnUqUJi/8uLFC9auXSsUBJs0aYKzszNdu3bl0qVLPH78mKioKPT09GjevLns2hJZ8vDw+EuFQb/s79GjR2X5ck+ePMHY2BhfX9+vhj/+XWF3EqR6QGpqakWUJSWy5ObmViT/51/drn379qFQKOjcuXOx95C+PdnZ2SxYsIBatWqhpqaGmZkZ7u7u5OTkcOHCBWxtbalfvz47duwQ5yYkJKCrq8uwYcNYv349kZGRsrpmubm5/PHHH/Tq1Qt3d3fhZZTw7NkzBg0aRF5eHn/88Qepqakil+zQoUO0aNECMzMzsUDw4sUL9u7dy44dO1Thdir826AiSiqooMJ/HZTDuOrWrYtCoZB5fiTExsZStmxZDh48KDunVatWqKmpMW7cuCJFTqX8n5UrV3L69GksLS2Ji4srkuxuYmIiRAuUydvmzZuFEtqhQ4cwNjbG1dWVY8eOyeoG1a9fH0dHx2Jlwn8Ely5dIi4uTkaW7ty5I6S2jY2NcXFxEf0vTjTizZs3tGrVilq1ajF27FgaNmxImTJl/lSl7u3bt8ydOxdbW1ucnZ1xdXVlx44dREZGinpC+fn5WFtbyzxvUFizysjIiFOnTjFkyBBKliz5TbL05fj06dMHIyMjypQpQ0BAAIsXLxZ9XLhwocitSEhIoHnz5j+chyVh3759+Pn5AYUGvomJCV26dBH7JW+etP+vYtWqVVSrVo358+czduxYypYtS4sWLXjw4AFQ6KFwc3OjatWq1K5d+7vzWL7cf/PmTZKSkihdurTwEHztGpcvX6Zy5cqkp6fj4uLCrFmz+PTpEwMHDsTPzw9DQ0NKlSrFpk2b2LRpE58+fSIvL0+07fz587Ro0QITExOZ3DgU5u20a9eOtm3b/tDcVz522rRpdOnSBQcHB/r06SM77unTp5iYmFC7du1/S10dqV35+flkZ2ezdetWrly5ImSuv+x/RkYG9erVo02bNrLz/9V4/fo1ixYtwtDQUBYyXFzBa6kNx44d48KFC+Tl5dGvXz/atGmDg4MDGhoa+Pv7Cw8QFIY82traYmZmRu3atdmzZw/Lly/n4MGDwlMueZa8vLwYNWpUkTaeO3cOV1dXfHx8ZJL3Z8+epXnz5piZmYk6bSqo8O+GiiipoIIK/xX4lkHo4eFBjRo1ZGREOictLa3YVdq4uDjs7OxYsWJFEeW5iRMnMmjQIJKSkrCwsEBdXZ3o6GhZeJ+Pjw8NGjSQ3U+ZWEnG2a+//oq1tTVly5bFwcEBJycnXFxc8Pf3/8t5EuPGjaNJkybib4ksGRgYcOrUKaDQaN+8eTOrV6/+ZqiRMlkKDw+nU6dOFBQU0KFDB7S0tIqseEtQbvPLly/58OEDz58/5+bNmwQGBhIUFCSELS5duoStrS2mpqaEhobSuHFjypcvL6s382dkSdmQPHfuHO7u7hw7dozLly/ToEEDfH19mTZtmhhTKQxvxIgRwjv4V1brDxw4gK+vL8ePH8fU1JTExERxnZMnT9KhQ4e/JNrw5Xz+9ddfhTAFFAodlClThiZNmoj2v3z5kqtXr4pz/yx0TPkemzdv5vDhwxQUFHD79m2hzCc9368Z6n5+fowYMYLWrVvj7OyMpqYmMTExTJs2jadPnxIaGiojO/PmzaNu3briGV64cIEWLVpQq1YtmQgKFJKZHwk3Uz5m9OjRaGho0LJlS3R1dbG0tCwyV589e0bJkiV/KI/rr0B5nL8UCsnPz2fQoEHFkqWLFy/+rYINyoswy5Yto2LFiqSkpIj9f/Y+zJgxA21tbY4fP87Dhw/JyMjAzc2N0NBQIc5QUFDAnTt3uHv3LikpKZibm2NhYYGvry/R0dHi3Xj8+DE9evTA19dXFooJhV7OevXqUb58efH9knDu3Dni4+PR1tb+pyT9VVDhr0JFlFRQQYX/eCgbExs3bmTChAls2rRJFm7m4uKClZUVx44dkyUHQ2E9otTUVKZNm8aePXvE9ujoaBwcHGRkCQoV9LS0tNi/fz/Xr19n5cqV2NnZ0bhxY/FjvXnzZipWrMjhw4eBQkNfIlalSpUiKipKeBvevXvH8OHD6dq1K3369CE9Pf2fypPYuHEjGhoadOzYUWxT9iwpe78kfMsoksb3w4cPMsM1ISHhm2Tpw4cPIs/i4sWLBAcHk52dzdGjR4mNjaV27dps3bpVXG/IkCF07tyZtLQ0cZ7ycxo0aFCxZOlLw/P69euC0IE812r69OmCLM2bN0+EBn5Z+PJ7cfnyZZycnNDS0hIqgxJ69epFeHi4TLDje6Dc5/nz59OvXz98fHwYPXq07LiTJ09StmxZmjdvXsRb9WcGtvI9UlJSMDU1Zf78+SKc79atW7Rv354KFSqI55ufny/Ou3r1KikpKZQpU4ajR4/y+vVrNm7cyMKFC2XhhbGxsbLwuYULF+Lq6kqjRo3EMzx79qwgS8o1k763L1/i9OnTJCQkiPyVZ8+e4erqSlBQkCzvEApV7v7OMDvlto8dO5bg4GA8PDxITEzkxo0bYjwHDx5MqVKlWLJkyTev8a+C8vOfOnUqHTp0oHLlyigUCrp16yb2fWts2rdvT1xcnGzb8ePHMTMzw8/PT1aHbty4cRgbG4vvYf/+/dHQ0MDPz0+ERT9+/Jg2bdoICXBl7N+/Hz8/PxwdHYvkEp46dYqOHTsKaXkVVPh3QkWUVFBBhf9oKP+gpqamoq2tjYuLC9WrV8fe3p558+aJ/W5ubtja2nLgwAFxXlpaGtra2tSpUwdXV1f09PRkRTIbNGiAs7Mz8+bNEwZgXFwc7du3l7Vj48aNGBkZERUVxfnz53ny5AmtW7cmNzdXEKtDhw4JYmVra0ujRo1ETZ/i8KPyx8rYsWMHmpqaMtncy5cv06hRIxQKRRG5Zvj2qr3yfZQV8L5FloYMGSLEGEqXLk3//v3FPmWyJHmWvlS7W758OWvWrJGRoq+RJYCRI0dSq1YtHBwcCA0Nle2TyFKtWrUYPXq0IKBLlixBoVAwcuTIbxqk0thcvHiRnTt3kp6eLsIypbynwYMHc/bsWa5du0ZycjIVKlQoUj/rz6D8DIYPH466ujqRkZEoFAq8vb1FOKeEU6dOoVAoGDJkyA/dR8K0adMwMDDg+PHjQupbwo0bN+jYsSP6+vqywqJSzR/JA2pjY1NE+OH58+e0atWKChUq8Pvvv9OjRw/Gjh1Lbm4uixcvxsvLi9jYWBlZatWqFdbW1l8l3t+D9PR03NzcsLOzkxnOd+/eFWRJqlWkjL87J6l///5UrFiRoUOHMmrUKExNTfH29hYhY5IaoEKh4Ndff/3b2vHlOz506FAqVKjA+vXr2bhxIz169EBPT49OnTqJY74cG+nvn376Sbxnynls8+fPp1y5cjRo0ID9+/fz6NEjQkJChIf4119/RUtLi6SkJDw9PfH39xeepefPn5Ofn8/58+fZvn078+fPF8p1GRkZhIWF4eXlVaTgbnFiMCqo8O+AiiipoIIK/7FQ9rYcO3aMmjVrivC38+fP06tXL6pUqcLSpUvFcVWrVqVZs2ZA4Yp8aGioICsPHz5k3LhxlCxZUsgT7927l+rVqxMfHw8UGjQtW7YUCejKRsTw4cMpX748zZs3586dO6J9sbGxXyVW0dHRRUQj/goyMjKKbPv1118pX768yD3Iz8/n3Llz9O/fn5UrVzJgwADGjBkjVnnh62RJefuXx7Rt21aQpb1798oKU8bExKChoSHGXBkSWQoKCmLNmjVie1paGoaGhvj4+FCuXDmaN28u69/gwYMpXbo0P//8s/D0zZs3D21tbUaMGEFAQAAGBgYMHDhQdr/Xr18TFhZGp06dZM9txYoVRcQ+isPatWupXLky1tbWVKxYkerVqwtRi/Hjx2Nra4umpiaurq44Ojr+U7kvZ86coVWrVmI+nzlzBnNzc5o1a1bEI3j16tUf9jxKz7BRo0aycCuQz+n79+8TFxdHSEgIUPjO6OrqMmPGDKCQkEskUcK6deto3ry5KGYsJfVLnoDs7GwWLVpUhCydOHGCoUOH/lOk5caNG0RERKClpSVqhkm4d+8enp6eODs7y3LH/m5cv36dGjVqiHA0KMzf8/LykhW7zsnJYcGCBX+L2h4gvIXKbahbt65snF6+fMnMmTPR1NSkd+/eQOF3o7hFhPXr1wupb2UsW7aMiIgIPDw8hJf1wIED3L17l9OnT2NiYiJqZfXt2xeFQoGlpaVQIVy3bh0GBgbUrVsXExMTvL29WbBgAVConhkeHo6vr++/JbdMBRX+DCqipIIKKvzH4cs49VmzZtG6dWvi4uJkRsbt27fp0KEDoaGhrFq1SmzPy8tjyZIlREZGEhAQwPv378W+d+/eMWTIEOzt7bl8+TKJiYk4OjrKvExTpkxBXV1dlpMEMH36dNzc3DA0NCQ1NRUoJHPfIlaampq0atXqn5KyPXfuXBFjVUJ6ejoKhUJmDKemplK1alXCwsJo0KCBqCsl4UsiJP29b98+kpKSaNiwIbNmzZKt4rZu3Zry5cujoaEh83oEBARgZmaGpqamCMVRvv7Ro0cJDg7Gz8+PZ8+eMX78eExMTMQznjVrFgqFgpiYGBmh69GjB/7+/hQUFPDrr78yatQo0Ye3b9/Su3dvfHx8inha3r9//905PMo4e/Ysenp6LFmyhEePHvHu3Tvi4uIwNTUV/bp+/TrHjh3jypUrRYzSH8GyZcvw8/PD09OTZ8+eie1HjhzB3Nycpk2bFmvo/0h/8vPz+fz5M05OTkJtTHlufv78WczJJ0+eyOpRNWzYECgkHqamprIcn9evX3P//n3mzp3LpUuX0NTURENDQ5bgD/8gS97e3jRq1Ej2Dn7Zlh/F/fv3iYqKIiAgQJbnBoj8q78z9+fLa1+7do0qVaqIOS29Ny9evEBXV1eoBSrjX02WunTpUsTL+unTJ6ytrenevbtsu7SgoFAoaNWqldi+evVqJk6cSN++fUWo58CBAyldujQLFy7k5s2bvHz5kqioKObOnSsK0kr1jgBGjBhBo0aNxBjMnj2biIgIhg0bRl5eHqdPn6ZSpUpC3S4zMxOFQsGECRPENSQBlXr16pGdnf23CV2ooML3QEWUVFBBhf8oDBkyBA8PD5k8dWpqKgqFgqpVqxaR2k5PT0dDQwNTU1OxigmFMfPVqlVDW1u7CEk5cOAAFSpU4MyZMzx69IgePXrg7e0tU2Rq1qwZenp67N69m0ePHvHx40ciIiKoV68eVapUQU1NTUhef4tYBQUF4ezsLIjV9/zoKxtiksExY8YMNDQ0GDp0qOzYmzdvYmxsjEKhYNSoUcyaNQtTU1NBZqQ8nUvCfmEAAIlESURBVHLlysnyQ75sx8aNG9HV1aVZs2akpaVRsmRJkpOTuXPnjjimffv2lChRgn379vHgwQOysrLEddq3b4+mpqZYVc/Pz6d79+48f/6c33//nTNnzvD8+XM6duwoktrXrVuHrq4u/fv3x8jIiKCgIA4ePCiuWVBQwMmTJ6lWrRq6uroyFb4XL16QnJyMj48Pw4YN++YYFocv+79ixQqcnJx49eqV7NwGDRpQo0aNf2no1sGDB/Hx8UFbW1vmaYNCz6mlpSX169cvUjj3r6B169ZYW1sLoiJ5D65du0bXrl1FiGZubi75+flMmjSJVq1acevWLUxMTETtLYDdu3czdOhQsrOzyc7OFvWTtLW1iYyM5Nq1a7J7Z2dns3jxYkxNTenXrx/wr1N3u337NhEREQQGBhYhSxL+7nA7SRr95cuX6Ovry+Svc3JyyMvLw8/Pr4gs9t+BBw8eiNw8ZVLar18/goODi3gp+/XrR/369WnYsCH5+fkijy0qKoqQkBBKly7Nhg0beP/+PSNGjKBcuXJUrVoVU1NT7Ozs+Pz5M+fPn6dGjRqy/LmUlBSsra3FAkBsbKxsEWrJkiXUr18fKCSY5ubmMjU+Sbhk//79Ms+1Cir8X0FFlFRQQYX/KJw+fZqgoCDCwsJkXpCJEyeiq6tLWlqarIbGpUuXqFatGrGxsfj6+op6N1C4cm9paUmLFi1kCcJ3797F3Nxc5DI8efKErl274u3tzc8//wwUGnkJCQmUL1+eGjVqYGFhgZWVFffu3aNRo0aUKVOGAQMGiGsWR6yio6NJT09nxowZlCpVSlZL6GtQNtJnzZrF8OHDef78OQUFBcyZM4eSJUvKyNLTp0/56aefyMjI4P3793Tr1k2MwdatW9HW1mbUqFG0b9+esmXLysZUwvnz56levTpz5swBCleidXV1xYqzNN55eXkkJSVx5coVqlatSnBwsMxIksjSjh072Lt3L4GBgdSuXVvkfn38+JF9+/bx8uVLzp8/j5mZmQiBXLhwIRoaGtStW1cQ2xs3bpCdnc24ceMwMjIqUo/n5cuXQmlLCt35XkgG+549e8jPz2fhwoUYGBiI/VKbHz9+jJ6e3l/Oq/kaYTt16hS1atUiLCysyLUPHDhA48aNf8gr8iUBkc49duwYbm5uBAcH8/btW/Ly8njz5g116tTBy8uL/Px8NmzYQEJCAnl5eaSnp2NmZoaBgYEsjwWgU6dOtG3blg8fPnDixAlBRJ4+fYq+vj4hISFkZmYWacvevXv/FtJy+/ZtIiMjCQoKYv78+f/y638Lp0+fRqFQCC/oxIkTMTExkSkX5ufn4+LiIqvx9HdjyZIlaGlpCVn5AwcO4ODgQLt27cRCzvv372nQoIFYWFq1ahVGRkYi1G3//v0oFArZt+LEiRNs3bqVDRs2CJn/5ORkXFxcBLkB2LZtG35+flSvXh0XFxdsbGxk6nujR4+madOmFBQUFCHiGzdulOUXqqDCfwJUREkFFVT4j4FyQn3dunUJDQ1l/fr1Yv+wYcMwNjamY8eO7N27lzNnzhASEoK7uzs3btygffv2+Pj4yEJdZs+ejYuLC0FBQaxdu5adO3cSHh6Oo6OjzHiTyJKXl5dsBXTbtm0sW7aMRYsWiePbt29P5cqV8fDw+FNilZuby6FDh7C0tPwh5bWUlBQMDAyYN2+e8Ork5OQwZ84c1NXVadu2LdOmTSM0NJSgoCAR9nPjxg3xn6WlpchP2Lhxo6gtpKxWVVBQwM6dO0VY3/3796lWrRq9e/dm9+7dlCpViu7du4tk7EuXLnHy5EnOnz+PlpYWzZo1kxHXxMREFAoFUVFRKBQKVq5cyfLlywVJlAQSJkyYQL169Xjz5o14TjExMbRs2ZL8/HzWr19PQEAAOTk5vHr1igkTJmBra0vXrl1l4/T8+XOmTZv2lwzxgwcPolAo2Lx5M8+ePaNKlSqyGkkFBQUi/+Sv5JkpE4b09HSmT5/O1q1bBQk7fPgw/v7+REVFFRFLkPAtstSmTRsCAwOLvZ+E3Nxc1q1bh4+PD/r6+nh5eeHk5ISmpiZVq1ZlypQpKBQKmXR327ZtUSgUopjvq1evSEtLo1KlSly9epX+/fvj6enJ4sWLRSL+rVu30NPTIyIigitXrlBQUEBkZCTTpk0T1/27yJKPj49Mye3fgQ8fPhAZGSnem1u3bpGWlkaFChVo3bo1/fv3p27dutjb2/9bDf/MzExq1qyJubm5IEtbtmzB09MTBwcHkcPl4OAg2jVmzBhRkDY9PR0tLS1B+F6/fk16eroghH369CE4OJj4+Hj09PRkdY8kbN++nV9++YWhQ4eKe0jP/uzZs+jo6FCmTBl69OghO69r1640atRI5HSpoMJ/AlRESQUVVPiPgmTsXbhwoViyNHLkSMqWLUvp0qVp0qQJrVu3Fmpe169fL5YszZs3j2rVqol6SMnJyeKcr5EliQAp49q1a3To0AE9PT327dv33cRKKrYokYJv9RsKk6iNjY2LNc7z8/PZvn07hoaG6OjoUKtWLbp27YqZmZlsZXfNmjX4+PiIex48eJBWrVqxePFicnNzZff7448/uHjxIrm5ucTExJCQkMDnz5/Jzc3FwcGBEiVK0LlzZ27fvk3lypWFiMLJkycpU6aMjCy1aNGCxo0bM3ToUPbt28eVK1dwcnKiTp06PHnyRPShb9+++Pj4cPPmTT5//kx0dLTIW4BC46506dJCjv3ly5eMHz8eBweHrxrFP2KI37hxg1mzZgmPlkRCbWxsSExM5NOnTzx69IihQ4dSvXp1Hj169N3X/hJpaWlUrFgRCwsLHBwcaNGihXguhw8fJiAggJiYGFm46fdg27ZtVK5cmcaNG4ttxYlyFBQU8PTpU6ZOncro0aOZM2cOeXl5VK9enTJlyoj5Kxm1ubm5REREYGhoiImJCf7+/piamnLu3DkGDBhAxYoV2bdvnyBJ0n2kUDzJELezs5MVev678Pjx439rTpKEIUOGYGpqKr4lT548Yc2aNfj6+hIZGUm7du3+cq20f6Zdd+7cwdfXF1NTU0GWLl68yLp16+jWrZvw2ixbtoy3b9+SlpZGbGwsu3fvRktLSxbCPH78eCwsLChbtixNmjRBS0uLhQsX0qpVqyLKdF9rj3LfP336xNChQzEyMhL3uX//Pv369UNPT++7RFdUUOHfCRVRUkEFFf7P8bUf2HPnzhVLliZOnIi+vj5jx44VBqxk5GVmZhZLlpYsWYKTkxM9e/YUP8bFGXFPnjyhW7du+Pr6yuSu379/z7Zt24iKihJhfD9CrL6sDSJh7ty5RbaNGDGCoKCgIvWDlP8/c+ZMfH19sbGxQU9PT+SaSEbr2rVrKV26NHv27OHt27dERUXRuXNnsV8K51Meg9evX+Pp6SlymT5//ky3bt3YsGEDx48fZ8KECfz000+y8VYmSxcuXKBLly7o6OiIUKj8/HxWrFhB3bp1CQoK4vHjx0ChyIO2tja2traYmZnh4OAginVKbWzTpg3h4eGCVEieJWdnZ6FS+Fdw48YNHBwcqFy5soycvXjxgvnz51O1alX09PSwsbHB2Nj4h4U4lGtRvX79mujoaC5dusTbt2+ZO3cuPj4+REVFiX5lZGRga2sr8ti+FwUFBezdu5eKFSsKAQZp+7eQm5vL+/fv0dTUxMjICEdHxyLzBwpDN+fOncu2bdt48OABV65cwc7OTtQvevnyJZcuXWLs2LGiLtbdu3cZNWoUY8aMkRGvfwf+TrIEheqDL1++lN3P3t5e5F9J+HL8/47+K/d17969rF69mh07dgiv9YMHD4qQJeV2jR07FgMDA3777TcyMjJwd3enVKlSImx3zJgx3Llzh6ioKLp164axsTEaGhosXLiQvLw8Wd25H4Ukr1+mTBnMzMxwcXHB0tKSc+fO/eVrqqDC3wUVUVJBBRX+T6H8g3/58mUOHTrEkydPRIjW2bNni5Alqdp91apV6dy5M/Pnz+fMmTNihfvatWuCLCmH/kiqdV26dPkqcYFCAhQfH1+kMGJOTo6s2KZ07PcSqy8xffp0EWqmjNTUVAICAopsz8vLY8OGDYIctm7dGoVCQb169YoYQw8ePKBVq1aoq6tTo0YNHBwcBCnavHkzPj4+1K5dm549ewoFt7t371KhQgWaN2/OkCFDGDBgAObm5ty+fZuQkBDMzMyENyc/P19c7+TJk2hpadGgQQNOnjxJv3790NLSEiSwoKCA9PR0AgICqFevngjDO3HiBBMnTmTSpEnk5uby8eNHmVG5aNEiHB0duX37ttj2+vVrhg4dSnx8/F82jO/evUufPn3Q19cXIUfKY/z27VvS09PZs2fPDyeUK7fp/v37XL9+nfr164u8jtzcXJYuXYqPjw/R0dGCLF24cOEveR3+KlkCePPmDdnZ2bi5uWFvby/IktSHL+su3bt3DwsLC1asWMG5c+fo2LEjtra22NnZoVAoRDFn5Xv//5JvsmHDBoyMjPDz82Pjxo3COzpkyBDCw8PF9yovL++bUvv/avTp04fKlSvj6OhIqVKlCA4OFgqg9+/fp1atWpibm8vCY0+fPk3r1q3ZsWMHUKgi2bVrV+zt7Rk5ciQ7d+7EysqK0NBQXF1d+fDhA97e3tSpUwd9fX0OHjxYbP+K6+vX3tGsrCwuX77M3Llz2bNnz3flb6qgwv8FVERJBRVU+D+D8g9rv379sLGxQVtbm1q1ajFgwABevXoFFJKlevXqER4eLsulCAgIQKFQoK2tjZ+fH61atRIrqhJZ8vPz45dffhHnLFiwADMzM3r16lXEEFTGy5cvi3hxvoYfIVbKeP36tTAkldXeVq1ahUKhYOvWrbLjX716RVxcHCtWrODz58/Mnj2b0aNHU69ePeLi4oRKmtTeBw8esHv3blauXCmM8FOnTlGmTBmGDBlC+/bt8ff3x9fXV3h6Zs2aRYkSJShdujQ6OjpilXf06NFUrVoVV1dXUQ+loKBAtP/o0aOUKlWK8+fP8/DhQ/r27ftVshQUFERSUpJsJX7hwoVoa2szc+ZMmTy8m5tbkRpN79+/F2P1PWSpOGPuyZMn9O/fH0NDwyJqZf8K9O/fnypVquDs7Ey1atVkeRcSWfLz88PPz09WWPfPyJJyOJ3y9f6MLEn/Pn/+PCtWrODYsWPivi9evMDNzU3mWRo9ejQdO3aUefhevnxJixYtsLW1pXTp0vz0009s3LiRrKws/Pz8GDFixF8aq/9EfK2uUEpKCrq6uoSHhzNx4kTOnj2Luro66enp//Y2LlmyBAMDA06cOMHnz5+5fPkyDRs2JDAwUMi137p1C1tbWzEvpIK9VlZWsjC3Z8+ekZSUhJ2dHRoaGqJ47/r16/n8+bOYl40aNSpClqAw/FGaJ9evX+f8+fPfXGRQSX6r8N8CFVFSQQUV/s8xcuRIDA0N2bNnD7m5uTRv3hwjIyO6dOkiQl3OnTuHk5MTvXv3Jjc3l9GjR4tjrl+/Ts+ePSlTpgxhYWFi9T4zM5O4uDgSExNlK9tLliyReSm+he/1WvwIsUpJSRFFcKFQec3Kyoq+ffvK5LbLlSvH0qVLuXjxIleuXCEkJAQ3Nzfevn0rC31ZuXIlAQEBxMXFySSapXAoCWfPnmXRokWyMMEdO3YQEBCAl5eXIEvr1q0jPDwcLy8voYQHhR4wOzs7unbtKiNLEuFUzsF6+PAhaWlpaGpqyq6xevVqAgICqFChgkwM4+bNm/Tt2xcvLy+srKzo2rUrV65cYc2aNURERAhFLuWx/R5jSzrm4MGD/PLLL7Rq1Yo9e/bw6tUr3r59y4ABA7CxsZFJw/8VT5XyOVu2bMHIyIhVq1YxePBgzM3N8fT0lJGw3NxcZs+eLVP9+pF73L9/X6grStfbu3cv+vr6MrKkfM7GjRspW7Ystra2KBQKevToIbydL1++xNPTEz09PcLCwihTpgznzp1jx44dzJo1i5UrV3Lv3j0+f/7MoUOHZPM3NzcXb29vZs+e/YOj9p8J5TG7c+dOEZn2Y8eOMXHiRIyMjKhfvz7lypUjJCSE169f/60E4EuSnJycTHh4uGzblStXqF27tqw+0qNHjwTRkQr2KuemScjKyuL58+fs27ePzMxMbty4gUKhoE2bNsKLnZ+fT6NGjahUqRK7d+/mxYsXNGrUSBTcXr9+PXp6epibm6OpqcmSJUv+LXlqKqjwd0FFlFRQQYX/U1y9ehVfX1/hPdmzZw/ly5cnJiYGa2trunXrJjxLmZmZ5Ofnc/v2bQICAoR87c6dO9HU1KRdu3Y4OjoSGRkpPEv37t37SwVI/yr+zOg9f/48vr6+eHp6CuP/jz/+oFevXvj6+jJgwABh9KSmpqKjo0PFihWxt7cXNVkCAwOxsLCgYcOGwvuyfPly6tatS0REBLt37yY4OBhPT09xrUePHuHn54eWlhbDhw+XtXfHjh34+/tTs2ZNIfd9+vRp2rVrh5eXl6z+0oQJE3B1daV79+7cvn1b5nH4/fffOX78OC9fviQvL48PHz6QmpqKlpaWjCwtWrSIhIQEevTogZeXF6NHjxb7rl27xqZNm4QAhLm5Odra2v+UEb5+/Xp0dHRo1aoVzZo1o0qVKiQkJJCVlcWDBw8YMGAA9vb2QqTin8GiRYuYN2+eUA3Ly8tjz549uLi4ULNmTZkXU9l79GfzRnn/iBEjcHJywtraGltbW5lnYO/evVSqVEnIiyuHYoaEhDBnzhyysrJYsWIFVlZWtGvXTsxDgL59+9K/f39+++03UlJSqF69OrVq1SI0NBQDAwP27t0rjs3KyiIzM5Pw8HBcXV3/vwmzk5CWloaZmRn6+vq0atWKO3fuyIjQp0+fmDx5Mo0bN0ZdXV2M49/tLZE8NX379qVOnTriOUtzZN26dairq8tqoME/5tuDBw+IioqiZs2arFixQuxXfn4Sudm+fTsaGhp07NhRkKWCggKaN2+Ompoa9vb22NjYkJOTw/3797G2tmbOnDmcPHmSIUOGoKamxqRJk2TFq1VQ4b8JKqKkggoq/J8iJyeH1atX8+rVKzIyMjAwMBBGdUREBPr6+jRt2lTmrcjLy2PTpk08fPiQ48ePU6VKFWFIS/LUHh4eMhW4vzvR+0ewc+dOYmJi8PDwEIUgX7x4QZ8+ffD09GTQoEHC2Dp37hxHjx7l2LFjDBgwAAMDA2bPns3FixfR09MjICBAFHdcvXo1oaGhVK1aldq1a8tWcrOzs5k9ezZOTk64u7vLPFIFBQXs2rULR0dHgoKCOHfuHAkJCQQGBqKuro6NjQ2LFi0Sx48fPx5PT086dOggPEv9+/fHzs4OAwMDvLy8SEpK4vnz5zx//px+/fqhra0tnqvUt2fPnglFQGXyBoV5E3v37qVTp05oa2tjYWEhJMp/BJK8tyQukZubS6lSpWSk6MmTJ/Ts2RNPT0/ZnPlRPH/+HAsLCxQKBUOGDBHbc3Nz2bNnD66urvj5+f1TRuPAgQMxMDBgzZo1XLlyBS8vL6pXry7yg6AwfFKhUIicucOHD9OnTx8aNWok69/atWuxsbGhXbt2MsGKvLw8li1bhqGhoVBenDZtGgqFQuS/5OfnM3v2bCIiIvD39/9b1d3+L7B582YsLCxYvXo1q1atokqVKtSuXZsrV67IjpPmcmxsLA0aNPhbyOK6deuEgEafPn1o3bo1AL/++isKhUK2kAGwa9cu3NzcxHehOHxZsFdZgGThwoVMmzZNhIvu3r2bkiVLysjSy5cvWbNmDatWrSIvL4+9e/cybdq0IvL948ePR6FQqMiSCv+1UBElFVRQ4f8c0g9o586d6dy5szA2kpOT8fb2Jjk5WfZDrox+/foRHx8vVurHjRtHSEgIffv2/Y8iR/Hx8SQlJYm/d+7cSVRUVLFkycvLS+ZZgsJcA2dnZ3799VcAjhw5Qrly5Zg3b57sPn/88QfXrl0TBquy4Zadnc3y5ctxdnYmNjZWlhsjiQIcPXpUFPY9fvw4e/bsITAwkJo1a8oU4n7++WccHR357bffGDduHJUrVxbehhYtWlCxYkURnvX48WPS0tJEzSLpflBIlnr06IG3t7csV0gZ27dvx8PDQ/T9Wyv2X+67cOECHh4eQKG3ysTEhA4dOoj9ly9fBgo9bj9S5+pruHDhArVr18ba2lqmkCYZk1WqVCExMfEvXfvYsWN4e3uLQslbtmxBV1cXFxcXdHR02Lt3L3PnziU8PJwDBw6IOTBp0iQUCgWVKlUqIiyybt06HB0dady4MRcvXhTvTN++fYXC4YYNG9DU1BT5Zu/fv+f58+c8ePCADRs2FDvX/tvw5bfi6NGjskKxT548wdjYmICAAJkHTzpv+vTp1K9f/1/+zfn06ROtWrVCoVDQtGlTypcvL/MADho0iNKlSzNz5kyuXLnCo0ePRG21P/NsSQV769WrJxYSUlJSqFKlCvPnz5cJQOzYsYOSJUuSmJhIUlISzZo1ky3EdO3aFYVCgYuLS5EyCOPHj0dDQ4Off/5ZRZZU+K+DiiipoIIK/zFo1KgRMTExwvBq3Lgxy5Yt+2bifocOHXB3dxc/wHFxcaI2ztfO+Xfjw4cPjBw5Ej09PZky3tfIUkpKCjVr1qR79+7i2KtXr2JnZwcUrnZramqK8K53796xcuVKYbhI47V//34GDBhAUlISK1asIC8vj/z8fJYtW4anp2cRsgSwbNkybGxsZNvPnz9PaGgotra2wqMAheTt48ePhIeHi7bs2LFDlpeUnZ0t5LxnzZolM6aLI0vKuULKYWpRUVE0aNCg2PEt7hk/fvyY7OxsDhw4gJWVFXfu3MHMzEwIFEChMdy+fXvhFfsRfHlP6e+8vDwuX76Mk5MTzs7OQokRConE6dOn/7LX5cKFC8J437NnD5UrV2bGjBlkZWXh5OSEubk5CxcuFP159OiRGO9FixZRsWJFevbsWSQka9myZXh7e/P48WPhaezXrx+DBw9my5YtsrlWUFDA8uXLRS0eCf/NniRlQjFt2jS6dOmCg4MDffr0kR339OlTTExMqFOnTpFCq3369KF69eqy5/2valdeXh6mpqaUKlVKLFZI73p2djZjxoxBS0sLIyMjrKys8PDwEPv/7PunXLB3xowZGBoacvLkSdkxUh7cjh07KF26NKGhoULMQVL7Axg6dChqampFPFyA+P4pLx6ooMJ/A1RESQUVVPiPQEFBAaNGjcLT05OgoCBq1qyJra2tMMC+9oO/atUqPD09sbe3x8PDAxsbG2HA/ScpK7169YopU6ZQoUIF+vbtK7YXR5aeP39OYmKiTEXv5cuXWFlZ0a1bN3R0dGQ5O+fPnycgIICjR4+KbevXr6dcuXKEhYVRv3591NTUaN26Nbdu3SI/P5/Fixfj6+tLvXr1ZMp827Ztw9TUVCSwS/c/evQo5cqVw9raWhjNUGiw1a1bl8uXL7Nr1y40NTVF2z5//kxoaCjm5ubieGWlPOXrS2TJx8dHplIoPff27dvTsmXLryaG37lzhx49eoi++/r6ClEPf39/FAoF7dq1k52TlpaGv7//D3uSlOfiwoUL6dmzJ+3bt5eN/5UrV3B0dMTFxUWmeCfhz4jF1+a71KcGDRrQq1cvoNBYjoqKomLFigQFBQGFOWa1a9dmwYIF4txp06ZhbGxM3759RS7ajh07uHXrFu/evSMtLU14PadPn46+vj7ly5eXPe83b94QHBwsI/z/zVD+RowePRoNDQ1atmyJrq4ulpaW7Ny5U3b8s2fPKFmypMw7/PTpUzp27MiZM2f+ljZKaoMhISGULVtWiLQUFBSI9l++fJkDBw6wa9euH/bwSQV7W7duLRZnMjMzWbZsGQEBAXh7e4tv0/r16/H39yc/P5/du3cTEREhC4nt2bMnGhoarFmzpth+qKDCfxtUREkFFVT4j0FWVpaQJVYOwfuWUZmdnU16ejppaWmkpaV91zn/V3j16hWTJ0+mQoUKMmlsiSx5enpy4sQJoDBH5/PnzzJjSMr1kRSmoJCMREREEBERIYxrqd6NsoF78OBBqlSpQtu2bYHCcZsxYwZBQUGiBhPAmTNnqFixIuPGjZMZWjdu3MDHx4fmzZsXWXEOCgrC0dERHR0dmWH+8OFDqlWrho2NDVBoiE6ZMqXIuCiTpV69emFubs6SJUuAQsLw22+/oaen99WClPn5+cyZMwdLS0tCQkJQKBQyGflt27bh6elJYGAgt27d4sCBA0Jk4tKlS8Ve83uQlpaGiYkJzZo1Iz4+HjU1NVauXCn2X7lyBRcXF4yMjL4pE19cfyQcOXKEY8eOcfPmTbHtxYsX2NraCkKanZ1NkyZNuHTpkhjLW7duUadOHerXr8/SpUvFuVOnTsXY2JgBAwZw9epVHB0dsbS0pG3btmhra8vGo02bNmhoaLB7925u3LhBZmYmISEhuLu7/1eH2RWH06dPk5CQIHKBnj17JiSylQUsoPA9/vL78s8UYP0W5s6dS2RkJNnZ2Xz69Ik2bdrIyJIE5TA5+H6ZeWUkJyfj6urKsGHDqFWrFlFRUXTp0oXIyEhMTU2LEP7Lly+jUCiIjY2Vzc8ePXqgoaHBunXrfrC3KqjwnwcVUVJBBRX+I/C1FfRvGWR/5Zx/J4rLq/rjjz+YPHkyurq6MrI0c+ZMoqOjhTfnl19+IS4uDj8/P6ZPn86dO3d4+vQpjRo1wtzcnG7dutG/f38sLCyoVq2aLNTm9u3bmJubixwhyWg6cOAAampqIq8kJyeHy5cvs2XLFnbt2iXGbfz48aipqTFx4kShsDVv3jxiY2O5c+cOly5d4u7duyJZ/MqVK9ja2uLm5gYUkrfXr18TFhaGtbU1vr6+eHt7U65cORkpU4Y0Ro8fP2by5MlFDL3vWY3u1KkTCoWCOnXqyLZ//vyZdevWUbNmTbS0tLC1taVmzZqyXI8fxcKFC6latapYad+xYwcKhYLSpUsX8fbFx8d/N3FXnivJyckYGxujqalJ3bp1mTlzptjXoEEDjI2N+fnnn/H19cXV1bWI9/XOnTsiYV+ZLE2fPp0yZcowbNgwcnNzqVChAuXKlRPKk9I8yMnJITo6GhMTE7S0tPD29qZWrVr/3wk3SLWF7OzsuHHjhth+9+5dQZakvDBl/N39z8/PZ/r06Xh4eAiv57Nnz2jbti3ly5dn165dfPjwgUaNGgkRhe/xoit/N5VDbA8fPkyHDh0wMzNjzJgxIrxw5cqVhISEFEv2r1y5gpaWFlFRUTKy1Lt3bxQKBZs2bfprnVdBhf8QqIiSCiqo8F+P/6QQOwlf1mK5du2aMDCzsrKYNGkSOjo69OvXj+HDh6NQKBg6dCipqan8/PPP6OjoMGjQIOLi4nB3dycwMJDr16/z5MkTJk2ahJOTEw0aNMDMzEwkl0sG7rVr1yhTpowwUnJyckR7vL29hSLbxYsXMTQ0xNTUlKpVqxIQECByvcaMGYO2tjaVKlXCysoKdXV11qxZQ2pqqpBMbt68Obt37wYKjSldXV0hY+7r64uLiws5OTl4enqioaFBfHz8N3MnvtyWl5dXbIHVL5GXl0deXh7Dhg2jTZs2uLu7y7xuyjh79iwPHjz4p8KAPnz4wJgxY4SQxpYtW0Rx3QEDBqChoSHzaCm382tQlvIGOH78OE5OTpw4cYJ9+/bRqVMn3NzchJT669evadSoEf7+/jRs2PCr46qsbqZMlubMmcPvv//O48ePMTIywtraWlZwVrktx44dY9u2bZw5c+bfKrX/74JUW0hLS6uIx/PevXt4enri7Oz8t4XWSShujj9//pzKlSszePBg2TZpUcDZ2RkrK6vvrlWkfI8xY8YQExNDWFgYhw4dEvNT+d0oKCggNDSURo0aUVBQwJUrV9i0aRObN28WIXeXLl1CW1ub6OhoGVnq169fkRpUKqjw3wYVUVJBBRX+5fiap+dbicVf2/fftmqtHCoHMGDAAKytrTEwMMDExITJkyfzxx9/kJOTw6RJk6hQoQL9+/cnLCwMIyMjdu3aRXx8PNu3bxfX2LZtG9HR0URERIiV5S/zsA4dOsSGDRuEAEKnTp2oVq1akTC5mjVrMmHCBHJzc+nUqRODBg3i4cOHbN26FVdXV2xsbEQY0bx586hevTq2trbMnz+fjIwMqlWrxt69e5k5cyaxsbF4e3uLPI779+8L4jdv3jyysrJ4+PAh9vb2dOrUCV9fX3r37i0MsX9WaKM4wzIrK4spU6bg5ORUJCfp9u3bfylEqrj7XLlyhTt37nD79m1sbW2FgMixY8dQKBQoFAo2bNjwXdf/Ugls7dq1xMfHk5aWJrbdvXuXXr164eLiwoQJE8R2qcYYfJ28SGSpfv36snpWymIBnz9/xs3NDXt7e0GWJCgn7MN/hkDKvxr3798nKiqKgIAAWfgkFI5fQkLC/1m/Z8yYgY+PTxF5/G3btrF06dLvzklSbv+ECRPQ1tZm4MCBuLm5/b/27jug5v3/A/jzNCSUREjZI5WVERmZJZKSvWXLRZfIHhfXuPbeskNIRtndi8t1jWuvayd7VNqd8/z90e98vh1xh2sUr8c/dM75nN6fc071fn7e7/frzdKlS3P27Nl89eoVybSpv3v37mWjRo1YoUIFJicnMzg4mEWKFKGDgwPr1q1Lc3NzZVrilStXaGpqyhYtWmT4/AiRlUlQEkJ8VOn/GJ86dYphYWH87bfflCke7yrOoFarla8PHTrETZs2MTg4WKkgpb3vfZXGMovIyEidr6dPn858+fJxx44dPHXqFIcOHcqyZcty+PDhfP36NWNiYpTSzUuWLKGLiwvNzc1ZrFgx/vLLLzrPtXXrVpYoUYInTpxQNpdMX+XOxcWFZcuWZUhICNVqNa9evcpWrVrR2tqaGzZs4J49ezh8+HDmyZOHhw8fpoeHBzt37qxTvev06dPKRqbaQLFr1y66ubnRy8uLfn5+nD59uvL4X3/9le3atWO1atWUst/vGhXSGj16tFLuXRuWPnQ0UHvcgQMHOGDAAA4cOFDZfDc6Oprz5s1jpUqV6OPjw6SkJI4dO5bOzs4ZShf/0+9DphUOmTdvns79hw8fpoODA2/fvk0ybaqdn58f161b949GXXr06MHBgweTTHvtoqKi6OHhQXNzc7Zv317nsdqwVKVKFY4ZM+a97XyXO3fusFatWmzevDmjo6MZHBzMadOmcd++fcp78fz5c1auXJkVKlTgpUuXGBcXx7Zt2yqBLTOO3H5Mb+8t9C6f+sLNpEmT2LZtW27evFm57dy5cyxSpIgSvN/Vhn/TritXrrBnz546a6/69evH8uXLc+bMmYyOjua1a9fo6+vLzp07MyUlhb/99hvNzMyUaaXHjx+nSqXiqFGjlO99+fJlqlQqtm/f/h+PcAmR2UlQEkJ8EgEBAbS1tWXRokXZoEEDOjk56Vz91ko/nWXo0KEsXbo0K1SowPr167NQoULKGpn0Dh8+/Enb/iHs7e3ZrFkzkmmdljdv3rBBgwb88ccfdR43c+ZMWltbc8eOHSTT1hxs2rRJ6VS3a9eOKpWKs2bNyjDSUKRIEU6aNEln09AjR47wzJkzjIuLo6urK6tWrcrQ0FCSaZutDhw4kLlz56atrS0dHBx49uxZ7tu3jyVLlmSOHDmUReDakbDTp0+zSpUqtLa2Vr7/gQMH2LhxY+bNm1dno1YyLSy1b9+eTk5OOp3L8PBwLl68mLt27cqw70v16tXp7+//n8PS7t27aWxsrBQY0NfXVzqY0dHRXLJkCUuVKsUiRYq8s+zx30kf+i5dukQHBwdWrVpVp/xxaGgoVSoVw8PDefPmTTZr1oxt2rRR7v+rsJSSksKQkBClU6n999y5c+zQoQOtra0ZGBioc8y9e/fYvXt3duvW7V+9bhqNhnfv3uX9+/c5fPhwmpiYsHLlykoFN21gfvHiBatVq0YzMzMlNH9LnV7t3kKNGjVS9hb6lN6+sLBnzx66uLiwQoUKrFy5Mrdu3crExEROmjSJdnZ2/zrov23z5s0sVKgQS5YsqRSO0fL19WWFChU4d+5cJiYm8sWLF0r7Vq5cybZt25JMC+yFCxfWqfz36NEjkuTVq1d57dq1/9RGITITCUpCiI9u3rx5tLCwUIoJjBkzhiqVimFhYTqPW7x4MStVqsRr165x6dKltLCwUEYFFi1aRJVKpQQKraCgIBYuXPidi6u/lBkzZtDe3l75WrvouVq1akpQSh96WrRoQWdnZ53nSE5OVjrVHh4ezJs3L0NDQ5XbXr16RVtbW86aNYvFihXjjBkzGB4eTpVKxd27d5OkEs6qVKnC0NBQpZNz9+5dPnv2TAmq8fHx3LNnD4sUKZKhHRqNhvv376e9vT1//vlnBgYGMjY2lvv372etWrVoY2PDY8eO6Rxz4sQJNm7cWNnI1d/fnwULFmSFChVYpEgRlitXTqca3tixY+nk5MSePXt+8L4z0dHRnDVrljKV7NWrVwwICKChoSE3bNignOfVq1e5cePGDHsH/Rv+/v5s2bIla9asSXNzc9rY2OhsvtujRw+qVCqWKFGCFStW/EfB4u2Qs3z5cjZo0EAZef3jjz/YoUMH1q5dO8N6p8ePH793A+Z3ST/acObMGTZu3JgnTpwgmTZSWbZsWXbv3l0n0M6ePVtn36uvaU3S30m/t9CnlD4kLV26lGvXrlWq2924cYNdu3alk5MTixcvzm7durF06dI8cOBAhmP/rfbt2zNbtmz86aefMkyrHDBgAPPly6ezX5pGo+FPP/1Ed3d33rx5k4ULF2bv3r2VNoSFhTEgIOCdF8KEyOokKAkhPhqNRsOkpCR27dpVWRS9a9cu5sqVS1n4HhcXp4SG48ePs2jRotywYQP9/PyUzUZ37NihLI4nydjYWOUP+sWLF1mvXj0uWLDgc5/eey1dupSFCxfmq1evOHbsWOVKa8eOHWljY6M8TtuBHjlyJD09PXWe4+0Or5ubG01MTNizZ0/OmjWLzZs3p52dHR89esQ5c+bQxMSE2bNn57Zt20j+rzyxNixVrVqVISEhyuv29OlTXrlyhadPn1baER4ezlKlStHFxUX5vhEREcybNy8vXrxIPz8/5suXTxnVCwsLo6urK5s2baqEYK1Lly5RrVYzKCiIFhYWPHbsGFNTU3nu3DkOHjyYVlZWOiMxgwcP1tkn6t84f/48jYyMWLFiRaVSm/b1DQgIoIGBgU5H779YvXo1zczMeObMGb58+ZKPHj2iq6srnZycdEZ7Dh8+zCNHjnzQehEyrYqeg4MDW7VqpYSlM2fOKGHpXZt4/l1nWVtoQ2vhwoVs164d27RpoxPmtGGpR48e7yxYkNXWCX4M2r2FPoehQ4cyf/78XLJkCaOionTuu3btGhctWkRbW1uqVCp6e3v/4+f9q/Z7e3vT3t6eGzduzLBub+bMmUxNTeWJEyeUDY737t1LR0dHFihQQCmUov3Z/e6779i1a1fGxsb+47YJkVVIUBJC/Cfv+mPs4eHBwMBA7t69m7ly5VL280lNTVWunGo7kosWLeKYMWPYvn17jhs3LsMxarWaixYt4qxZs5TOXVBQkFIO90vTaDQ8deoU3d3dWbp0aebMmVPZzPPOnTssW7Ys69SpowREtVrNunXr6lRl03Y4Nm/ezCFDhii3t2zZUtmnZPr06cprdujQIapUKhoZGXH27NnK47UB9M2bN3R1dWXJkiW5e/duXrhwgWXKlKGjoyNz587Ntm3bKiN1u3fvpo2NDd3c3Eim7cnTpEkT5suXjyYmJrx48aLO+e7atYuNGzdmkyZNlFGJ9MaMGcPGjRvr3Hb79m326NGD7u7uOled/0lFu3d5/PgxfXx8qFKplACRvhrbyJEjqVKplBD5X4waNYq1a9fWWUcXGRnJ6tWrs2TJkjphKX1xhL/y888/K9XBBg0apLy3gYGBdHR0ZIsWLXTCUqdOnWhjY5Nh89O/4u/vz549e2aocmZkZMSSJUtmWHAfHBzMcuXK0dvbO0PRgG/Zpw5L69evp6WlJc+cOaNz+9ufoaioKK5fv55lypTJsK/Tu6Rv9/HjxxkSEsJLly7p/Pw1b96c5cuXf2dYSklJYdeuXVm3bl3ltrZt29LQ0JBbt27l69ev+ezZMw4fPpwWFhZK5U0hvjYSlIQQH0VQUBCPHTtGjUbDvn37slKlSjQzM9PZ++XRo0ds3Lgx582bR41GwzVr1ijTimbMmMHKlSvTxMSECxcuVI55/vw5mzRpwsmTJ2fqxeQeHh40MDBgzZo1+fDhQ5JpIxwREREsV64cLS0tWatWLVapUoV2dnZMTk7WqZAXHBxMY2PjDMUCateuzdatWytfp6amMioqimFhYZwzZw5NTU111kFpw1hcXBxbtWrFo0ePslChQhwyZAjVajWPHDlCQ0NDDh8+nGRaMNq7dy8LFSrE+vXrk0wLByqVigULFlTWG6R/7Xft2sWmTZuyWrVqGYLUrFmzWK5cOT5+/Fjn9g0bNjBXrlxKiNT6J+/pux7z8uVLdurUiTly5ODx48d1HpecnMwJEybwypUrf/vcf/c9f/jhB1atWlXpSGrD+uHDh5kjRw42bNiQQUFB//g5o6OjmSNHDrq6utLHx4dmZmY8f/48ybT3YvXq1RnC0smTJzl+/Ph/NbITGRmptDX9JrIrV65k/vz56e/vn+G9WLduHTt06JDpiqR8zUaPHk0vLy+mpKRkmE759vvw6NEjVqxY8W9H09P/vAwfPpzW1tYsXbo0CxUqxMGDB+sUcPHy8mKlSpW4YsUKpWKm1tWrV5kzZ06dtVraojHm5uZ0dnZm0aJF37sRtBBfAwlKQoj/RKPR8OnTp8yfPz8nTZpEMu3qZ8mSJWljY8M7d+4wNjaWjx49YpMmTejk5MTU1FS+fPmSjo6O7N+/P8m0qWHVq1dn4cKFeeTIEb569Yq3bt1ikyZNWK1atQzlsDOLlJQUvn79mq1bt+aMGTPYuHFjNm7cWAkYarWasbGxnDp1Kn/44QdOnz6dcXFxjI+PV87p+vXrLF26tE6oTD91S9tBjoqKUkIYmfaaTZkyhaamppw2bZqyDmfNmjXKWq9Vq1YpG7CmpKTQ2dmZrq6uyjSZ6OhoqtVq7tq1ixERESTJBw8e8MyZM3R3d6eVlZUyHSt9R33Pnj0cOHBghs5ceHg4ixQpwoULFyqlhsm0CogVK1bU2dDzn9C+3ydOnOCSJUv4ww8/KO1MTExkhw4dmDNnzgxh6WO5cOEC9fX1OX78eJ3bw8PD2bJlSzZo0ICNGjXK0Mn8KzExMcyVKxeNjIyUwhta2rBUvXp1tmrVKsN0pn87DS4oKIgODg46I1/z5s2jlZUVhw8fniEsaUlY+rS0n1MvLy82atRIuT39yOivv/6qbAeg5ebmpkzt/bvP+pQpU1ioUCHl52XQoEHMnTs3u3XrphNuateuzU6dOukcq22Hn58fW7ZsqXPhIyIigsuXL+eBAwfeu4G0EF8LCUpCiI9i4cKFtLKyUq5WXrhwgZaWlrS3t2exYsWU0RTtVe7U1FRu376dxsbGSnGAJ0+esEKFCixXrhxz585NJycnOjk56RyTGby9ADq9oKAgNmzYMENY0po+fTq9vb1ZpkwZLlq0iDdv3mR8fLzOQnqt9McFBwezePHiLFWqFCtXrsxLly6RTKtSNmXKFObIkYMWFhZ0cXGhoaGhMn1q8eLF7Nq1K0mySpUqdHV1ZUxMDEny6NGjXLRokfL6xsTEKNWryLROu4uLi877umPHDk6YMIGxsbHvvfIdEBDAvHnz8scff+SxY8d469Yturq6sm7duh/UAQ8ODmbu3LnZrl071qxZk1WqVGHfvn1JpoXFTp060czMTOkQfmyrV6+moaEhhw4dytOnT/PWrVt0d3fn5MmTeeXKFapUKmWR/fuk7wDfvHmTBQoUoKmpKZs1a5ahSlhSUhIDAwNZpEgRjhgxguSHB8CbN2+ycePGbNSokc6Gs/PmzaO1tTVHjhzJW7dufdBzi3/ufe/fpk2baGFhkWFNXWRkJL29vXnkyBHltn379tHa2jrDKK5W+p+thw8f0tPTUylsEhoayty5c7Nz5860trZmp06ddH7nqNVqRkREcN26dTrPs23bNubNm5dHjx79t6csxFdBgpIQ4l95e5G6Nrxcv36dzs7OOtNCXr16xQ0bNnD27NkMDQ1VHqtdSxMdHU0vLy/6+/sr4SMmJoZHjx7lmjVrlIIA7/q+X8ratWs5bty4DKW704e4zZs3s2HDhmzSpIkSWNRqNUeMGEELCwvOmDGDkydPZvHixdmlSxedqTDpO1Ta/1+6dImWlpacNm2aEsQKFiyoBIPXr19zxowZNDExYe7cuTl27FjlObZs2cIcOXKwbNmy9PT01BnlGTlyJNu0acMXL17whx9+YP369Zk3b1726NFDWfuTkpJCV1dX5s+fn+3atWP27NmZP39+pVpd+vam72CNGzeOVapUYfbs2Vm+fHk6OjoqgezfhKUrV66wSJEiyv4tV65cobGxsTJ1UHv+Hh4etLKy+ssQ+18EBwczf/78tLa2ppWVFR0cHJiQkMC7d++ydOnSyvS5d0l/vidPnlQ+K48fP2bevHnZuHFjXr9+PUNn+uDBgx/l4kD6/YHSh6X58+dTX19fWQ8oPo307/+DBw90KjDeunWL7dq1o5OTE1etWsWkpCReu3aNHh4edHR01Hn/nz9//t4RnPSfnZMnT/L58+c8ePAgX758yVOnTtHa2prz588nSQ4ZMoTm5uZs0aKFsrYoKSmJgwYNUgpG/PTTT8rz9erVizVr1pRiDeKbJEFJCPGPbN26VSesBAUFKdO7tAYMGMBixYopHeJ58+bpTElavHgxw8LCdG6bMmUKraysMkwxSS+zjCQtXbr0nWXOtdJ3VrZs2UJXV1dWq1aN9+/f57Zt21iqVCnlNTt58qRSUrpdu3Y6YSm9kydPcseOHRw5cqTO7R4eHixQoAB//vlnnY63p6cnXVxcdNYV9OnThwYGBsrIXUJCAlesWEEzMzOGh4dz7NixNDc35+LFizlr1iy6u7uzcuXKOoUiOnTowOrVq7NIkSKsVq0ap02bpoxMpT/v9O/V3bt3eeLECZ44cUJnROXf2LdvHx0cHEimdfiLFi3K3r17K/drr4q/fPlSZ1ripxAZGckTJ07wl19+Uc5n+PDhLFu2rM5IXHrpO8kjR45ktWrVGBgYqATNW7du0dzcnO7u7rx06RI1Gg2bNWumdGrJj/P5Tx+W0pcb37p1a6b5+foapX//J0yYwHLlyrFYsWK0s7NT9jE6f/48+/fvT1NTU+bPn59lypRhjRo1dEbS/2pEMf33GDx4MIsWLcqHDx8qa9xGjBjBVq1aKb93J0yYQCcnJ/r6+ma4aHHlyhX269ePZcuWZdmyZblq1SrOnTuXzZs3l1El8U2SoCSE+FsTJ05kp06dlD+qN27coLOzM/X09BgQEKBUUIuJiaGjoyMnTJjAFStWsGPHjkon7OnTp/T09KRKpWLXrl11rmLXq1ePPj4+n/28/o21a9fS0NCQe/bs+cvHpe/QBAYGKut4Dh06pFylDQ0NpZmZGdesWcOtW7cyW7Zs7NSpk7LORislJYVVq1ZVrvK+3aH18PCgtbU1w8PDlU1ulyxZwhIlSrBChQrK6IF2I1QDAwPWq1ePjRo1Yt68eRkUFMR79+6xSpUq3L59u/K8f/75J4cOHcqqVavyyJEj/OGHHxgeHs7Hjx8zOTmZffv2ZdWqVTlt2jSlM/a+kaX0PmTa3f79+9m0aVPeuXOH1tbW7N27t/I6HD9+nEOHDv0i6yQuXbrEzp07M2/evO+cNvm2UaNGMV++fDx06FCG0TjtVLyKFSuyXLlySrGPjy39ZqraETotCUuf1tixY2lpacmgoCBGRUWxSpUqtLW15c6dO0mmTee9ceMGg4KCGBER8UEj6S9evGCvXr0y7DH33Xff0dXVlZGRkSTTSoNv3rz5vVNnExIS+OzZM/bo0YOurq60srKiSqXiwIEDP/j8hciqJCgJIf5W+sIDZ86cUf7Abty4USlD7eXlxcOHD7NHjx7s3LkzY2JilD/2Bw8eVK5m7tu3j3369GGBAgXo7OzMNWvWcOzYsWzVqhXv3bv3ZU7wb6xevZoqlUpnv6G/6li+676nT5/y6dOnfPHiBWvVqsXp06eTTOuklClThvnz5+fEiRPfeVyTJk1YqFAhZW1C+lDi7OxMGxsb/v777zQ1NWW/fv3YsWNHFi5cmBUqVOCaNWuUx7q5ubF48eKcO3cuf/vtN5Jpo1CFChXS2UCVTBvpKFOmDIcOHcpq1arRzc1NWS+hDUvakaV3haWP5c6dO8yRI8c7O2oDBw6kq6vrZ9/oMiUlhWfPnuWQIUOUtWJ/5dKlS7Szs+PPP/9MMq1De+HCBU6fPl15Te/evcvJkydz2rRpn3ST18+1mar4n99++42Ojo7KOrbw8HDmzp2b5cqVo5mZGXfu3Kn8DKX3d+E1fcBZsWIFjY2NlQ2801u5ciVLlizJGjVqsFy5cixbtuw/Lo5z/vx5LliwgKVKlXrvqLcQXzMJSkKIv5R+mtzu3btZvHhxzpkzR1mjExkZyZMnT9LR0ZGNGzdmkSJFCEAZeTl+/DiLFy/OgQMHMi4ujmTayNO9e/fYsmVLurm5KR3h9FOCMotly5ZRT0+PPXv2ZKFChXQ66+/qyGhfL41Gw8jIyAwbSN65c4elSpVSRuEePnzI7t27c8OGDcrzRUdHMyYmRpna9urVK+UKtHb/m/R7EN24cYONGzfW2ZvpyZMndHd3p4ODA9etW8fk5GTOmjWLVatWZceOHZWOUlRUFB0dHRkQEMCkpCSdjpOHhwd79uzJvXv3smnTpmzcuLHSsU9JSflsYSkkJIQ5c+ZkQEAAb9y4wYsXL9Lf359mZmbvXdj+OfzTUZ979+6xZMmS3LBhA8+ePctevXrR1taWdnZ2OoUg0r92n3JN3ufcTFWQly9fVkbwDh06xPz58yubaVeqVIn29vYMCgr6V+95+s9KcnIyL126xEaNGtHIyEjZkyn98wUGBnL8+PEcMWKEcvtfBbG3f47fXpMpxLdCgpIQ4h+5fPkyExMT2alTJ9aqVYtz5szRCVGpqakMCQlhv379WL58eaakpPD48ePUaDQcO3Ysa9WqRT8/P53F9qmpqTx//jzHjBnD2rVrZ5qCDVqzZ8+mSqXi3r17SZJLlixhvnz53hmWpkyZonPsqFGjWKJECZYpU4atWrXSKcxQrlw5Dh48mMHBwWzatCldXFyUjuuOHTvo7u7OMmXKsH379spaFW05dVtbW6VARPrOTL169ejv76/TpkePHrFUqVKsUKECFy9ezMTERC5fvpx16tRh+/btldd7yZIlVKlUXLhwoRJ43rx5w6pVqyol3/fu3Us3N7cvEpZSU1O5evVqmpqa0tramra2tqxYsWKm3L/lXQHkxYsX7NChA21tbZktWzb279+fO3bsYHx8PGvVqvXOkcTPQcLSx/e+1/TRo0fUaDRs0aIFv//+e2o0GiYlJdHT05O5c+dWNnz+Jw4fPqwUW+nduzcHDBhAtVrNy5cv09HRkTY2Nnzx4gXJ94f5f/u7NrNtyyDE5yJBSQjxTlu3blU63n5+fqxVqxZJMjY2ll26dGGNGjU4b948nT/E27ZtY4cOHajRaOjn58eSJUsyISGB8fHxHDduHKtXr87vv/8+wy7w6WWmsBQREaFTtvf169dcunRphrB0/vx5qlQqenl5kUyremdpacm1a9dy3rx5LF68OJ2cnJQpYnPnzqW9vT1LlSpFZ2dn5TUMDQ1l9uzZ+dNPPzE0NJT9+/enSqVSijA8f/6cTk5OLFiwIP/880+SaR2YxMRENm/enG3btiWZ1lnThiV/f3+ampqyfv36vH//PsPDwzlgwABmz56d3bt3V773lClTqK+vTy8vL3bu3Jl169alvb29zpXk0NDQd4alfv36sXr16hw9evRfvrf/1YMHD3j06FGeO3eOz549+2Tf50Ol7ySHhYVx8eLF3LhxI+/du8fExET+/PPP/PXXX5XHpKSksHr16hnWC4msKf37/8svv/D06dPKRQ0y7fdH5cqVOWvWLOXxnTp14t27d/9RaNVoNIyJiaGLiwvr1q1LDw8Pmpqa6mwofOXKFVauXJl2dnbK75vM9DtViKxGgpIQIgO1Wq2sy6lVqxZNTEx0/hinD0vz589XOseHDh2ivr4+K1WqRFNTU52SyenD0uDBg5Vj0s+Vz6xXLdO3Kzo6OkNY0mg0PHjwIC0tLdmqVSuuW7dOZ4PPq1evsmzZsqxWrZqykP/OnTu8d++e0kF6/fo1W7ZsyWnTppEknz17RisrK3733Xc6bXn+/DkbNGigBCWtX375hXp6evzxxx91bh81ahQnT57Mc+fO8fvvv6eDgwN9fHzo4ODA/Pnzs3379kpYCg4O5oABA+jt7c0hQ4YwJSWFz58/19mU9MCBA8qmuunDUrt27dijR49M+x5+TkOHDmWxYsVYu3Zturm5sUCBAjx48KByf3x8PK9fv86mTZvSwcFBOrJfmaFDhzJ//vw0NzdngwYNdH4XNG3alMWKFeOYMWNYq1YtlitXTrmo8U9H+F68eEEbGxuqVCpOnTo1w/1XrlxhlSpVWL58eT5//vzjnJQQ3ygJSkIIRevWrXU2n6xbty5VKpXO2hdtpzo2NpZdu3Zlnjx52KdPH6Wz5+7uTpVKRU9PT+UYbec5Pj6e48ePZ82aNdmjRw+dqXtZiTYsWVhY0M/PT7n9yJEjtLa2pkql4rx583SOuXbtGm1tbVmjRo0MnRe1Ws24uDhWqFCBe/fuZVRUFK2srNirVy/lMZs3b1YKMLyvQ7Vs2TLq6+uzW7du/Omnn/jjjz8yW7Zs/P3333nw4EFaWFgolfXUajVnzpzJihUrskOHDsr7mv49mThxIh0dHVm8eHHWrFlTmYIYHh5ONzc3urm5KXs5paamKu36lsPSunXrWLBgQZ44cYJk2l5FKpVKGZlUq9VcsmQJ3d3dWadOnUy3mbL499J/3s+fP08HBweeOXOGe/bsoa+vL8uWLatMoVWr1WzevDkbNmzIli1bftDeYq9evWLTpk3p7OxMFxcXZRpe+rZcvXqV1tbW7Nix48c4RSG+WRKUhBAk09akdOvWTWeq1Y8//shx48YxW7ZsDAgIUG7XPiY2NpYlS5Zkt27dlD/Qq1ev5pIlS2hiYsIuXboo61a0QSo+Pp4BAQHs3r17lu5Qa8OSSqXinDlzSKad45EjR1iyZEk2atRIeaz2PK9fv848efLo7AN0/fp1PnnyhCkpKWzbti0nTpzI4sWLs1evXspxT548oY+PD9esWfO3HapDhw6xTp06rFSpEitXrsytW7eSJDdt2kRLS0udKWsxMTEcPXo0jY2N2atXL52QNH78eBYoUIBBQUF8/Pgxy5QpwwoVKiijS2FhYXR3d2eVKlWUxePkt7fu5e0Sy8OHD2f//v1Jktu3b2euXLmUhfuxsbF89uwZHzx4wO3bt2e6zZTFv5f+865Wq3nq1Cmd34c3btygn58fbWxsuHDhQuWx6Tdv/dD3/9GjR2zatCnr16+vE5bItN/R9+/flwAuxH8kQUkIkcH8+fN1ps2tWrWKhoaGOmFJrVbzwoULykjC9OnTuWPHDqWDcOjQIebKlYtdunTRKeCg3ePjfXt4ZBVqtZqvXr1iSEgIk5KSdDo7R44coYWFxTtH1e7du6d0Xm7dukUbGxv+8ssvJMmZM2dSpVKxQYMGOoF1xIgRLF26NO/cufOP2hYbG8ukpCQ+f/5cmdL466+/smzZsty3b5/OY+/du0crKyuamppy9OjRJNM6YNWrV1f2Vjp06BBNTEy4dOlSnWO3b9/OwYMHZ9n38L9Kf97aqaQjRozg2LFjGRoayly5cin7hWk0Gq5fv55Tp07V+axIR/brMGnSJDZo0IBNmjRh8+bNde7ThiU7Oztlaq3Wf71YpN1I2MXFhatXr2Zqairr1q2rs0G1fMaE+HASlIQQOn+sk5KSaGdnxyJFivDKlSsk0654rl69mkZGRvTz8+Pdu3fZtGlTNm/eXOksOjs709TUlHv37lVGJg4fPkxTU1O2bduWx44do7u7O2vUqKFT2jorSt/uqVOnsmXLlqxWrRqXLVvGq1evkvxfWNIWeHibtvNSp04dndGnUaNG0dDQkAMGDKCfnx99fHxoamr6jzY1JXU77xqNRumUP3nyhFWqVGGzZs109v65ceMGvby8GBQUpBx7+/ZtlilThqmpqQwLC9Pp8L9584ZLly7VuSL+9vf9FoSFhSnTVAMCAujr60uSXLBgAfPmzcucOXPqbKr8+vVrurq66nRgRdaV/vM+c+ZM5s2bl35+fnRzc6NKpVIKNmjdvHmTPj4+bNeu3Uf/vXf79m16e3vT1taWJUqUYLly5bLstGYhMhsJSkJ849L/wddWSYqJiWG9evVYsmRJXr58mWRaWAoKCmL27NlpY2PDSpUqMTk5mQ8fPlSO9/b2Zr58+bhnzx7lD/WJEyeYL18+litXjo6Ojsqc/KwaktK/XhMmTGCePHk4dOhQtm/fnqVKlaK3t7eyPuXIkSO0tLRknTp1MjyPdsTo559/ZpUqVbh7927lvvnz57N169Z0dnbmgAEDlPfg3/jpp5/Ypk0btmzZUlmXdO3aNVpZWdHV1ZU//fQT9+/fz4YNG7JFixbKCFlqaio1Gg2rVKnCtm3b0tTUVJk6RqYFq9q1ayvrlb5F8fHxLF++PEuXLs1u3bplqDzWtWtXGhkZcf/+/bx58yavX7/Oxo0bs0qVKjLN7itz6tQpLlq0SPl5iIqK4rhx42hiYqJMydV68ODBJ1vHFxUVxV27dnHFihWfdMNiIb41EpSE+Ial7/TPmjWLI0aMUEYbXr9+TWdnZ5YoUUJnBOLu3bs8fPgw1Wo1p06dSh8fHyUYkGSLFi2YN29e7t69WwkDL1++5Pnz55Xv9zX8AX/w4AH79OmjU80sJCSErq6u7NChA588eUK1Ws3w8HA2a9ZMOfe3p889efKE1atXV0YktLSbv/7TaTNvBzgLCwv27NmT9evXp56enrKG4ebNm2zbti3Lli3L0qVLs27duspmtN999x3/+OMPkmmfh4IFC7J169bK88bHx9Pd3Z2urq4ynYdknjx5mCNHDu7atYvk/z7XycnJbN68Oa2trWliYsLq1auzdu3aUrjhK3Pq1CmqVCoaGxszJCREuf3x48ecMGECc+fOnaGoC/l5Rl/lMybExyFBSQjBoUOHMl++fNy4cSMfPHig3B4TE8NatWrpjCy9fUxwcDDv37+vc1/z5s2VkaX065PIrDlFa8mSJYyMjFS+3rJlC1UqFS0tLZUS2VrBwcE0NzdXKtSlv3J8+fJl2tvbs379+vztt9/49OlTkuTu3btpamrK/fv3/+e2RkZGcsKECTx69CjJ/xXPMDAw4Lp160imrad5/fo1b9++TY1Gw2HDhtHCwoIbNmzg7du3SZL3799n7969WaJECbZo0YK+vr50dnZm+fLlP6hS19ckNTWVUVFRtLS0pI2NDcuXL8/r16+T1H2/f/31V+7evZunT5/+qi4SfKve/rynpKRw0aJFzJUrF0eMGKFz3+PHjzlx4kSqVCpu2bLlczZTCPERSVAS4hu3fv16WllZZdjz6ObNm8r/69Spw1y5cimd6O3bt7NIkSI662bevHnDkydPKl97enpSpVLpbLCZFZ07d44qlYr9+vXjo0ePSKZ1kLp3706VSsVly5Zl2AOqdOnSGfYzItOKJBw4cID16tVjpUqVWLduXe7bt4937txhly5dOGrUKKrV6g8OIDt37qRKpWLx4sWVoEamjXAEBATQ0NBQZwNdkty/fz+LFSumbGqb3r1797hx40a6uLgo7ftWp/W8vfaLTAtMiYmJrFy5Mu3t7ZWwpPU1XCQQadK/d5s3b+aBAweYmJjIpKQkzps3j3p6epw+fbrOMQ8fPuSqVau+uZ8VIb4mEpSE+Mb99NNPSjGBGzducO7cubSxsWGpUqU4ZMgQkmmlsH19fZXpHMuXL6eDgwPJtHUvU6ZMYalSpWhubs527dopzz18+PAsPQVE2yEODw+noaEh+/Tpw6ioKJJp4aNt27bMkycPDxw4oHSkXrx4wdKlS3P58uXK8ZGRkXz8+LFOx3n79u3s27cvc+bMyZ49e9LW1pZWVlbKKNOHiIqKYr9+/aivr69MBUo/kjFy5EiqVCqd6YLLli1jhQoVlI1w0x/zPln5Pf0Q6UNwcHAwp02bxn379vHFixck0zYBrly5MitUqMBLly4xLi6Obdu2VapEZtX1eCJN+vcvICCAlpaWXLNmjVJqPyEhgXPmzKFKpcoQlrQkLAmRNUlQEuIbkv4Pvvb/8+bNY7ly5dihQwfa29uzffv2HDNmDGfPns18+fLx4sWLOs+RmprKnTt30tbWlo0aNWLx4sXZuXNnzpgxgyEhIdTT01M2IdXKyp0EbWgIDw+nnp6eTlhKTU1ly5YtaWJiwv79+3PmzJls1qwZy5Urp5zztm3baG9vTysrK3bq1Ik7d+7Uef6wsDD6+/uzSJEiVKlU/7gE+PvCzOvXr9mhQwfmyJFDKeKgfa+Tk5O5ePFipqSkKLfNnTuX9vb2SlBKX5Fw69atPHv27D99qb5K6X9mhg8fThMTE1auXJn6+vr09fVV1nS9ePGC1apVo5mZGStUqEAbGxtliqL4OkyfPp0FCxbkyZMnM+yfRKat6zM0NOSYMWO+VBOFEB+ZBCUhvhHp/7AnJSUpHeOYmBhOnjyZXl5eXL58Of/880+SaesrqlWrxnv37pFM64A/efJEOX7jxo3s0aMH169fr6xrunr1KqtVq/ZBVdoyM+1rFxYW9s6w1LlzZ6pUKrZv354LFixQQtLly5dZsGBBzp07l7Nnz6aXlxcdHR0zTH9LTk7m48ePPygkrV69mgEBAfzuu++UfY8SEhLYsWNH5syZM0NY0tK28fz581SpVBmmCsbGxtLT01OnxPW3Jv3I2ZkzZ9i4cWOlcMnWrVtZtmxZdu/eXWcK6uzZs5UwSmbtiwTifxITE+nh4cGJEyeSTCtqs2fPHnp7e9PX11eZqjxp0iTWrl1bRhGF+EqoSBJCiK+aRqOBnp4eAGDq1Kk4evQoLl++DC8vL7Rt2xZOTk7KY0kiPj4e7dq1Q0pKCvbu3YtJkybh0KFDuHjxIpo0aYLmzZujbdu2yjFqtRqxsbHo0qULYmJicPjwYeX7ZUXpX6+3hYWFoVmzZujVqxfGjRsHS0tLJCcno0ePHjhw4ACCg4NRu3ZtnDt3DqGhoUhISMDUqVMBAGfPnsXcuXNx5coV+Pv7K69hamoqDAwM/nU7hw0bhrVr16Jjx4548OABzpw5Ay8vL8ycORPPnj3DkCFDEBwcjODgYDRt2vS95zl//nwMHjwYfn5+aNKkCbJly4aJEyfi8ePHOHPmzAe1LSs7cOAAXFxclK8XLVqEo0ePQqPRYP369TA0NAQABAcHY8yYMahVqxb69euHKlWq6DyPWq2Gvr7+Z227+PhIIiEhAa1atULBggVRrVo1hIWFITExEXp6ekhISICFhQU2bdoEjUaDbNmyQaVSgSRUKtWXbr4Q4r/4ojFNCPFZjRo1innz5uXUqVM5ceJEVqxYkQ0aNFCqocXHx3PlypVs3Lixsk/SuHHjaG5uzuXLl3PRokX09PRk5cqVlR3mk5KSuGrVKjZq1IiVK1fO8hXR0rd748aN/Omnnzh+/Hg+fPhQ2Rtqz5491NPTY9++fZUCD6mpqWzVqhULFizIHTt2sFmzZsybNy87d+6s8/xnzpxhly5dWKNGDa5Zs+aD2xkWFqZTtGHLli3Mnj07165dqzxm1apVBEAbGxu+efPmL895y5YttLKyYqFChWhvb08XF5dvspy1v78/e/bsqTMiMG3aNBoZGbFkyZIZCjYEBwezXLly9Pb25o0bNz53c8Un8L7fXStXrmTNmjWZL18+TpgwQRldHDlyJNu2bavzWBlREuLrIEFJiG/E9evXaWtry7CwMOW2S5cusUOHDnRxceHVq1f55s0bjh8/nt9//z1TUlIYGRnJqlWr6pS3vXv3LkeMGMGqVavy8OHDTEhI4KJFizh+/PivarpRQEAA8+fPz+bNm7NEiRJ0dHTktm3blIIMe/fuZbZs2di2bVs+f/6cZNoUOldXV5YsWVLZU8nKykqneAJJnj17li1atGD9+vUZExPzQe1buXIlnZ2dSaZNAzMxMVGmycXGxirlwUeMGEFDQ0MuWLDgL8MSmVbS+Pr167x69eo3W846MjJSCYjpN5FduXIl8+fPT39/f969e1fnmHXr1rFDhw5Z9uKA+J/072F4eDiDgoJ0pso+ePBAZ5NtknRzc2OvXr0+WxuFEJ+PBCUhvhH379+nlZUVQ0NDSf7viueVK1eYN29erl69miR1FqA/efKEhQsX5tKlS3We68GDB7S1teXUqVNJ6namv4bRh/nz57Nw4cJKIYO9e/dSpVKxSpUq3LJlCxMSEkimFWqoXbu2cs4pKSlMSUlR1mwdPnyYbm5udHV15aFDh3S+x/nz5zN0uP6NNWvWsGPHjty7dy9z5cqls5Zox44d9Pf3V6pyjRs3jvr6+n8Zlt51Bfxb7vgHBQXRwcGBgYGBym3z5s2jlZUVhw8fniEsaX3Lr1lW93bhjhIlStDW1pYVK1ZknTp1lA20ybQ1m4cPH2aTJk10irfISJIQX5esu4hACPFe/P+lh0y3BFG7XuL69esA0tankIStrS3Kly+Py5cvA4CyHoX/P7++cOHCuHLlChITE5Xns7a2hr29Pa5duwaSOmtYsvqajDdv3uDZs2cYNWoUHBwcsG3bNnTo0AFz586FsbExRowYgV27diEuLg7e3t745ZdfoK+vj3379qFbt25o3749pkyZgujoaNSvXx/Dhg2DgYEBpkyZgoiICOX7VKhQAYUKFfrgdjo6OmLr1q1wd3fH/Pnz0bdvXwBAQkIClixZglevXiFPnjwAgPHjx2P06NEYNGgQAgMDERcXl+H53rWWIiuvM/uvqlSpgvz582P9+vVYt24dAGDAgAEICAjA+vXrsWzZMty+fTvDcd/ya5bVaX8GZsyYgcDAQGzatAlXrlxB9+7dcezYMTg7OyMmJgYAcOnSJUydOhXGxsY4e/YsDAwMoFarZU2SEF+bL5nShBAfX/or2i9evGBqaqpytfOnn36ivr4+t27dqjwmLi6OFStW5OzZs0mm7cUTHR2tjCxt2LCBKpWKM2bMUCrlxcXF0dHRkePHj/9MZ/V5/f7773zy5AmvXr1KGxsbzpkzh2RaJcBs2bKxdOnSPHDgAMm0K8ghISHMli0be/fuTR8fH5YuXZolSpRQNuANDw+np6cnq1Wrxl9++eWjtXPr1q00NjbmsGHDeOTIER4+fJiNGjVihQoV3nmFe8yYMX87siT+5/bt23R3d2f9+vV11n7Nnz+f+vr633RFwK/FypUrefXqVeXre/fusUOHDkoFyd27d9PU1JSjR49mmTJl6OTkpEyXvXLlyjc7RVWIb4UEJSG+Uj/88AOrVavGGjVq0NvbWyk6EBAQQJVKRR8fHw4YMIANGzZUpo6MGTOGZcuWpZ2dHZ2cnHjq1CmS5JIlS6ivr093d3e2adOG9erVo729/VffOQgKCmLVqlV5//59kmmdpu7du/P7779Xptu9fPmSVatW5aRJk5TjkpKS2LBhQ5YoUUIJJLt27WLbtm2VcusfQ2pqKjdu3EgrKytaWVmxcuXK9PDwYHJyMvfu3cu1a9dy69atOqFIwtK/kz4saYuekGkh9WuYZvoti4iIoL6+PgcNGqSU9ybT3tuoqCj+/vvvLFKkiBKIf/zxR6pUKhYrVoxxcXHK42W6pRBfLwlKQnwl0o8cLFq0iKamppw7dy5Hjx5NJycnFixYUNnvZc2aNfT29mbTpk3Zp08fJicnc+3atcyTJw9Xr17NpUuX0sPDg7ly5WJwcDDJtHU6Q4YMYbt27Ths2LCvqnDD+yxYsIAlSpTg8ePH+fjxY3p4eHDcuHHK/ampqXz69ClLlSrFkJAQkv9b4xUfH88SJUpw2LBhyuPTd64+pqdPn/L69eu8d+8eNRoNhw8fzoIFC7JGjRrMkSMH27dvrxR3IMmxY8cyW7ZsnDp1qrLeSrzf7du32axZMzZq1IhLlizRuU/CUta2bt06Fi5cmAMHDuS1a9d07ps5cyY9PT0ZGxtLMq2KZNeuXdm7d29534X4RkhQEuIrc/jwYfbv31+nUtPLly/p6enJQoUKKdNG0i9MDgkJ4ahRo7hy5Uqd5+rduzdz5crF27dvk3z/pqVfq5iYGNrZ2dHS0pLW1tasVKmSUiI8fegpW7Ys+/btq3ydnJxMjUZDLy8v9u7d+5O3M/0V7RkzZtDa2loZDVy8eDFVKhU9PT11pv0NGjSIderUkcXn/9Dt27dZo0YNDhgw4Es3RXwE6T/369ato5WVFQcOHKhT4r1fv34sXrw4ybSfdy8vL06ePFm5X8KSEF8/CUpCfEUOHjzI8uXLM1++fNyzZw/J/3WiIyMjaWtrq+x/pA05Z86cYdmyZZk9e3YlKGnDAElWq1aN/fv3J/ltdQy05xoTE8PNmzdzy5YtymsWHh7OwYMHK2Fk/vz5rFChAmfNmqXzHN7e3hwwYAA1Gs0nCSQDBw5UKtuR5LNnz9irVy+lUltwcDDNzMw4cuRIWlpaslGjRoyIiFAer22ThKV/JioqSqZZfQW0n/f0v8/WrFmjhCXtXlnnz59noUKFaGVlRXt7+29iurEQQpeU5xHiK+Lg4AA3Nzeo1WqsW7cOJKGnpweSyJcvH8zMzPDy5UsA/6tuV6ZMGQwYMACWlpZYs2aNsrN8amoqNBoNrK2tkZycDCDrV7T7N/T19aFWq2FiYoI2bdqgdevWMDAwQHBwMFq0aIE8efIoFa68vLzQoEEDrFy5Ej4+Pli5ciX69u2LAwcOoF+/flCpVB+9GtahQ4cQGxsLMzMz5bYcOXKgXbt28PDwwB9//IGhQ4di/PjxmDx5MiZPnoyjR4/ihx9+wNmzZ5Vj+P/VDcXfs7S0hJ6eHjQazZduivhAGo1G+bynpKQot3fp0gUTJ07Etm3bsHDhQty+fRsVKlTA/v370bNnT/j4+OCPP/5QqtsJIb4NBn//ECFEVqBWq2Fubo7Ro0fD0NAQO3fuxPDhwzFt2jSoVCoYGBggKSkJhoaGOsfkypUL3bp1Q7Zs2TB9+nS0a9cOW7ZsUYLUw4cPYW1t/aVO64t6OxjeuHEDw4YNw8yZM9GvXz/ldmtra/j7+8Pe3h4LFy7EhQsXkCdPHhw9ehS2trafpG0NGzZE3bp1YWBggA0bNqBevXqwsrKCk5MTjI2NERgYiBIlSqBbt24AgOTkZLi5uSFXrlyoVKkSgHeXBBd/T0qAZ03aC0cAMHPmTERERCB79uywt7fH2LFj4ePjAwAYM2YMAGDQoEGwt7eHvb298hzabRaEEN8GFZluoxUhRJalHRlITU1FSkoKJkyYgKCgIFhbW6NChQp4+vQpLly4gCtXrmTYKyk6Ohq5c+fGsmXLMHnyZBgbG8POzg7Zs2fH6dOndY7JijQazXs7t39139sOHjyI/v37Y//+/ShatOh7j4+Li4Oenh6MjY3/W8PfoWPHjnB0dMSgQYMAAJcvX0aHDh1gbm6OTZs2oWDBgtBoNBg1ahQiIiKwfv16WFtbo02bNvDy8lI6g//mvIXI6tKPnE6bNg2TJk1C//79cevWLVy+fBnZs2fHb7/9BkNDQwQGBmLcuHGoX78+fvjhBxQpUuQLt14I8aXIX0khsqj003+0nYCQkBB069YNKpUKI0aMQMeOHfHnn3/i/Pnz8PT0xI0bN6Cvr4/U1FTlmB07dsDb2xvPnj1D586dMXr0aBgYGODatWvw8fHBjRs3YGBggNTU1C94th8ufSAIDAzE+PHj4evriyNHjiA+Pl65759Mp3nz5g0SEhLe+dwRERH4/fffAQA5c+b8JCHp5cuXyJ07N8aNG4fVq1cDAOzs7DB8+HDo6emhc+fOePToEfT09ODh4YErV66gefPmsLOzw+3bt9GpUycAulfWhfgWaEPS6dOnceHCBWzZsgVTp07F1q1bsXr1aqSmpqJevXoAgG7dumHkyJF4/fr1NzuaLoRII38phchCVq9ejRYtWkCtVuuslVCpVNiyZQs6duwIZ2dnZM+eHblz50ZAQABq1aqFBw8eYMKECQgPD1c6DCqVCps3b0bXrl3Rtm1bWFhYwNjYGB07dkT//v2RO3durFu3TvneWXWaljYQDBs2DAEBAXj9+jXu3LkDX19fTJo0SQlI2uk069atQ2Rk5Dufq2LFinj+/DmWLVum89wAsHPnTuzevVtn3cPHpp1a6evri0GDBmH58uVQqVRo164devfujeTkZHTu3BkPHz5EzZo1lfUVAwYMwLlz52BoaIjU1NQs+14K8V9s3rwZffr0wW+//aYTgKpWrYpZs2bh5cuXCA0NBQD06dMHISEhsiZNiG/dl6khIYT4N9RqNePi4mhtbU2VSkU3Nzedyk2PHz9moUKFOHfuXJ1jVq5cSTMzM9rb29PMzIx6eno8c+YMSTI6OprW1tacM2eOcoz2Od+8ecPFixezWrVq9PLyyvJV0Xbt2sVixYop5x4aGkoDAwNu2bJF53GXLl2iSqXiggUL3vtcK1eupKGhIYcOHcqLFy/yypUrHDZsGM3MzHj16tVPdg7p34PIyEgOHz6cJiYmXLZsmXJ/UFAQnZ2d2ahRI0ZGRmZ4jm+paqEQb7t58ybd3d1pYGDAiRMn6tz3/PlzWltb/+XPvhDi2yNBSYgsQFuSuH379pwxYwbLly/P+vXr6+yFlL5MNEmeOnWKhQoV4q5du/jq1Sv269ePZmZm3LZtm/J82j2V0tN2yOPi4jhr1izWrVuXDx8+/FSn9km8HeyWL19OFxcXkmRQUBBNTU25aNEikmmh8Pfff1dCxPz589mwYUO+evXqnc+tVqu5ZcsW5smTh9bW1ixVqhRtbGx49uzZT3Y+7ypJHRkZyYCAAObKlYtLly5Vbt+8eTMbNGjAihUr8vnz55+sTUJkRQ8ePGDz5s1ZvXp1rl69Wrk9Li6O5cqVU34vCCEESWbd1dlCfEO0U7zy5MmD2NhYrFy5Ei1atICnpyd27dqF8ePHo3PnzsiXL59yTFRUFKytrVGzZk2YmZlhypQpOH78OLZu3YopU6agXbt2aNmyJUxMTHS+l0qlAknkyJEDffv2hY+Pj04J6qxAO7UsLi4OOXPmxJs3b2Bubo5jx46hZ8+emDZtmlK1LjQ0FJcuXUKJEiVgbm4OZ2dnmJubv/ec9fT00Lp1a9SqVQv37t2DSqVC8eLFUaBAgU9yLunXQd24cQMvX76EjY0NChYsiDFjxoAk/P39AQC9e/dGmzZtEB8fj9OnTyNPnjyfpE1CZFXW1taYO3cuvvvuO0yZMgW//PIL7O3tcfToUSQnJ6NXr15fuolCiExEqt4JkQVoO8szZ87E/fv3MXfuXFy7dg2NGzfG48ePUbt2bezbtw/6+vpKSNiyZQvatWuHAwcOoHTp0vDz88PZs2fRo0cPxMfHY968eRg2bBjGjRv3zr103nVbVjJ16lTExMTgxx9/xI0bN1C5cmXEx8cjKCgIbdq0AQAkJibC29sb1tbWWLp0aaZ7DdJ//1GjRiEkJAQvXrxA0aJFUbVqVUyYMAEAMGvWLCxcuBAzZ85Ez549dZ5DyhkLkdG9e/cwaNAg7Nq1C40bN0bDhg0xZMgQAPIzI4T4HxlREiITeruDrv1/7dq1MW7cOABA8eLFYWhoCAMDA6SkpCghSXts69atsXfvXri5ucHZ2RkXLlzAqVOnULx4cQCAhYUFxo0bh969e8PS0jJDG7JySALSKs/NmjULnTt3hq2tLRYuXIhBgwbh1KlTKFOmDF69eoVp06bh0aNHCA0NhUqlylAy+0u/BtrvP2PGDKxYsQIbN25Ew4YN0bFjR2zZsgWdOnWCk5MTBgwYACBtRCl//vxo3ry58hzS4RMio6JFi2L+/PlQq9UwMDDQ+R0oFSGFEFry20CITEilUiExMREvX75UvtaKiYlRRpGsrKywfft2REVFoWLFioiPj8erV6+UYwIDA3H9+nX07dsXNWvWRPHixZGYmAgAsLKygr29PYyMjD7/CX5k7xoYb9y4Mezs7PDzzz8DAJo0aYK5c+di48aNcHd3x+DBg2FoaIjTp0/DwMBAqSSYmZBEfHw8jhw5ggkTJqBhw4YIDw9HaGgoJk+eDCcnJyQnJyN//vwYOHAgFi1ahKZNm37pZguRJRQuXBhz585FSkoKVq1ahVWrVgH48hdIhBCZh0y9EyKTOXLkCA4ePIjt27fDwMAAtWvXRseOHVG7dm0AgKurK06ePAkHBwfs2LED5ubmmDdvHhYtWgSVSgUDAwPUqlULHTp0gLOzMwBg7dq1GD16NP78809ky5YNKSkp8Pb2hpGREbZu3frVdAwSExORPXt25euBAwciNDQUN27cQLZs2QAAr169QmRkJExNTVGkSBFlk97MuqFuSkoK3NzcMHfuXERFRaFly5aYMWMG+vTpg6SkJKxduxa2trbK5wNApj4fITKbu3fvonPnzjA3N8e6detgamr6pZskhMgkJCgJkYkEBgbihx9+QP369ZEjRw7kyJEDCxcuRJEiRTB06FD4+Pigf//+ePr0KRYsWIACBQpkOCZ79uxYvHgxihQpAn9/f3Tv3h2RkZFo06YNnjx5gnr16uH69euIj49XdqJ/e8pZVtC3b18MHToUJUuWBAAsXboU586dQ9++fVGpUiUAQHx8PGrUqIHWrVtjzJgx7zzPzHTu72uLi4sLnjx5gvv372PWrFno3r07AODhw4fo3LkzOnfuDB8fn8/dXCG+Gvfu3YOenh4KFy78pZsihMhEJCgJkUksW7YMAwcOxOrVq+Hh4YFcuXIBAG7duoUWLVogISEBy5cvR7169RAbGwsTE5O/PSY5ORmzZs1C06ZN8euvv2LDhg14/vw5SpUqhQkTJsDAwCBLjj5ER0ejTZs22L17NwwNDQEA48aNw+nTp3Hw4EEMGjQIderUgYeHB4YMGYJbt25hy5YtyqhSZpR+AfnFixdhamoKY2Nj5M+fH5cvX0br1q1hbGyMM2fOICkpCQkJCejYsSNiY2Nx5MgRWYskhBBCfGQSlITIBNavX48uXbogODgY3t7eSqc5JSUFhoaGuH37NmrXro3KlStj9+7dH3wMoDtqkRWrO7096rJy5UrUqVMHZcqUAQBs3LgR69atw7Vr1+Di4oIaNWqgZ8+eWL16Nbp27fqlmv1ekyZNQu3atVGvXj0AQEBAALZu3YqYmBi4urrCx8cHLi4u2LRpE3x9fWFlZQUzMzNl/dKpU6dgaGiYJd9LIYQQIjPLWpeRhfgKpaamYunSpbC2toaFhYXS4SWpdIBLlCiBqVOnok+fPrh06RLKli37r465ePEiypcvD0C3olNW61i/fV0nKSkJfn5+KFu2LAIDA2FnZ4cOHTqgXr16uHv3LgYNGoQ///wTAPDzzz9nuqB0+vRphISE4MSJE8iVKxcSExOxefNmrFy5Ejdu3MCBAweUKYPt27dH7dq1sXjxYhgbG8PS0hI+Pj7Q19fPkqOCQgghRGYnI0pCZALPnj1Dy5YtoVarMXLkSDRp0gR6eno6ZcIPHDiApk2b4rfffkPlypU/6Jis7s6dO0p586CgIDRt2hTJyclwdHSEpaUllixZgnLlyinnn5qaioMHD+LMmTMICAjIlGFi9+7dWLhwIbJnz45ixYrByspK2UD2xIkTmDdvHm7duoXRo0frlP3WkpEkIYQQ4tPIHCuYhfgGnT9/Hjt37kRERAQsLCywY8cOqFQqTJkyBeHh4dBoNFCpVFCr1QDSFhs7ODjg2rVr/+qYOnXqKAUPsrLTp0+jQYMGCAkJwdChQ9GnTx88f/4c+fLlw6lTp/DgwQP069cPly9fVo4xMDCAm5sbRo0apazHyixSUlIAAM2aNcOQIUOQkJCAdevWITo6WnmMk5MTBg4ciFKlSmHq1KnYvHlzhueRkCSEEEJ8GhKUhPgCNmzYgG7dumHVqlXYv38/NBoN8ubNi507dwIAfvzxR4SFhSE1NRX6+vqIiYnB/PnzcefOHWzevPkfH7N9+3bY29sjd+7cX/J0P4ocOXLAw8MDvXr1wooVK3Dx4kWUKFECiYmJyJcvH86ePYv79+9nCEvpZZYRpRcvXihFKNasWYMaNWpgyJAhKFu2LLZu3Yrjx48rj9WGJVNTUxw8ePBLNVkIIYT49lAI8VmtWbOGxsbG3LRpE1+9eqXcnpKSQpJ8/vw5a9WqxZo1a3Lfvn1MTU1lpUqVqFKpuH79er569YoajeZvj/Hw8KCDg4PyGO0xWUmbNm3o6+urfD1t2jSqVCoWK1aMwcHByu2JiYkkyWfPnrFYsWIsXbo0b9++/dnb+09EREQwb968vHv3Lv38/JgvXz7ev3+fJBkWFkZXV1c2bdqUv/76q85xly5dolqt/hJNFkIIIb5JskZJiM/o8uXLaNu2Lfz8/NCzZ0/ldv7/uiLtepMXL17A09MT+vr6ePToEe7du4d58+ahT58+OoUb3nfMq1evkJSUhEuXLmXZimgpKSk4fvw4atWqpYy+/Pnnn/jzzz8RFhaGffv2YfTo0ejUqROA/63Vef78Ofr27YvNmzdnynNOTk6Gl5cXfv/9dyQlJeHXX39FuXLllPt3796NBQsWQE9PD2PHjkWNGjV0js9M+z4JIYQQXzP5ayvEZ/Tw4UPEx8fD2dlZp4KbtviAtgOcN29e7NixAy9fvoRGo4GVlRXq16+PlJQUpfP/V8cYGBgoIUk7FS+rMTQ0RL169WBoaIgFCxbA2dkZpUqVgpubG3x8fNCgQQNMmjQJGzZsAJC2VmfOnDnQ09NDcHAw9PX1lbVamUm2bNlQuXJlvHjxAjlz5lRCoPbz0KxZM3z33XdQqVQYOHAgLl26pHO8hCQhhBDi85C/uEJ8RmfOnEFsbCzKlCkDlUqVody1SqXC1atXceTIEVhYWODEiRPo3r07YmNjUaJECRgaGv6jY06fPq2EpMyyLuff0Gg0Ov8vWLAg7t+/D3d3dwBApUqV0KdPHzRs2BBjxozB6NGj4e7ujgULFuisx8osAfHt96xv3744ffo0qlSpgoYNG+LMmTM6RTiaNWuGAQMGwMnJCXZ2dl+iyUIIIcQ3T4KSEJ9RqVKlEBcXh/379wP436hQemvXrsWmTZuQmpqKXLlyoXTp0oiLi8Phw4f/8TF6enrQaDRZNiRpR02uXbuG1NRUtGjRAgsWLMDNmzfh5uYGAKhYsSL69++Prl27IiwsDEZGRrh69Sr09fV1gtaXpq1ECACxsbF48uQJrK2tUblyZWzfvh12dnbw9PTE+fPnlWA3bdo01K5dG3PnzlXeSyGEEEJ8XhKUhPiMqlSpgmzZsmHZsmW4f/++crt2xCEmJgY3b95E+fLllZDzIccAWXOKVvqQNHbsWPTo0QNHjx6Fvr4+XFxcMGPGDNy6dUsJS3Z2dhg1ahSOHTuGbdu2KaNomeXcSSptmThxIjw9PWFvb4+ePXtiw4YNyJYtG/bu3Qt7e3u4urpi0aJFaNCgAdauXQtjY2PleTLL+QghhBDfEinmIMRnFhQUhG7duqFly5bw9/eHg4MDACAqKgo9e/ZETEwMIiIidELPhxyTlY0cORKrV6/GkiVLUKtWLeTLlw9A2gay4eHh8PPzg42NDfbs2aNzXGYpdMB0m/4CwLhx47BgwQJMnjwZCQkJOHToEB49eoTOnTvDz88PANCxY0fcvn1bWWtmaGiYac5HCCGE+BZJUBLiM1Or1Vi9ejV8fX1RoEABlCtXDhqNBtHR0dBoNDh+/HiGSnUfckxWde7cObRs2RIrVqxAgwYNEBcXh6dPn+L333+HjY0NKlasiL1796Jdu3bo3bs3ZsyY8aWbrEP7Hmj/vX//Pry9vTFq1Ci0aNECAHDr1i0sXboUR44cwU8//YR69eoBAJ48eYL8+fNDpVJl2fVlQgghxNdCLlUK8Znp6+ujZ8+eOHXqFFq0aAGNRoPChQujc+fOOHHixDsr1X3IMVlVSkoKjI2NkTdvXvz6668YNWoUmjZtCj8/P2UqnqurK/bu3Ytp06Z96ebqGDp0KNzd3XXei+zZs+PRo0d4/fq18riSJUuib9++iImJwcWLF5XbCxQooBT5kJAkhBBCfFkyoiREJvMho0JZdSTpXVPLnj9/jkqVKiFfvny4du0afHx80LhxY5QuXRotWrTA2LFjlb2TgMxz7ikpKViwYAE2btwIGxsbBAYGwsDAAI8ePYKXlxfq16+PH374AYaGhsq0vObNm6NAgQJYvnz5F269EEIIId4mlyyF+ILeXssC/H1J6w85JjNKH5LOnz8PIG3vJDs7O5w/fx579uxBoUKF4OzsjGzZsgEA8uTJk2FvpMxy7oaGhvD19YWJiQnWrl2LLl26YO3atbC0tET37t3Rr18/FClSBF27dkXOnDkRFxeHx48fo3r16l+66UIIIYR4BxlREkJ8dunD3vDhw7F582akpqbi5cuX6Nu3L4YMGYJChQoBAOLj4xEbG4tu3brh6dOnOHXqVKYJR1rpQ9++ffuwZ88eLF++HB06dMCSJUtgaGiIqVOnYvTo0fDw8ICJiQkePHiAZ8+e4Y8//pBpdkIIIUQmJEFJCPHFzJkzB5MnT0ZwcDDMzMxw9epV9O/fH15eXpg0aRIKFiyIGTNmYMuWLTAyMsKRI0cyddGKwYMHIyIiApUqVcIff/yBhw8fomHDhlizZg0MDQ2xbds2/Pzzz4iKikKxYsUwdepUGBgYSOEGIYQQIhOSoCSE+GLatGkDa2trzJo1S7nt0KFDaNasGaZMmQI/Pz88fPgQO3fuRJ8+faCvr59pQ8WhQ4fQvn17hISEoGbNmtBoNJgzZw7Wrl0Le3t7BAYGwtDQECkpKTA0NFSOy6znI4QQQnzrpOqdEOKz02g0SE5ORmRkpLJxbmpqKlJTU9GwYUP4+/tj1apViImJgZWVFXx9fZWS25k1VDx79gwGBgYoU6YMgLRNYnv16gUPDw/s2LED/fv3R3Jysk5Ikup2QgghROYlQUkI8clpNBqdr/X09JAtWzY0bdoUgYGByjod7bqlXLlyIW/evDAxMdE5LrNMt0s/EK/9f7FixZA7d26cPXtWuc/ExAS9evWCubk5Nm/ejIkTJ+o8z9tFOYQQQgiReUhQEkJ8UukLHZw7dw5Hjx5FZGQkUlNT4evrizp16qBLly44c+YM9PX1ER8fjyNHjsDS0jJTBgmNRqPTLm0VvhIlSiBnzpyYP38+Ll++rNyflJQER0dHLFu2DBMmTPjs7RVCCCHEh5E1SkKIz8Lf3x+bN2/Gy5cvUbp0aZQvXx4rVqzAnTt3MHLkSOzatQvlypVDSkoK9PT0cObMGRgaGr6zHHpmMGPGDPz+++9Qq9UYPHgwatasievXr6Nhw4awt7eHi4sLKlasiOnTp8PExATBwcHQ09PLtIUohBBCCKFLgpIQ4pNIP5IUEhKCYcOGYcmSJcifPz8iIiKwZs0a5MmTB7t27YKRkRF27NiBe/fuwdTUFF26dMl01eDSn88PP/yABQsWwNPTE7du3cLPP/+MtWvXomPHjvjzzz8xevRonD9/HhqNBpaWljhw4AAMDQ3fucGuEEIIITInCUpCiE8qNDQUR44cQY4cOTB58mQAaYUb9u/fj1GjRsHDwwPjx4/PECAy68jLw4cPsXLlSjRo0AC1a9dGQkICJkyYgJkzZ2L16tXo1KkTEhMTkZSUhJcvX6JYsWJQqVSZKvQJIYQQ4u/JX20hxCdBErGxsfDz88Pdu3fh7e2t3GdgYICmTZsiJCQEx48ff+fxmTEkhYaGwsvLC8WKFYObmxsAwNjYWCnS0L17dxgYGKBdu3bInj07cufODSBtNEpCkhBCCJG1yBwQIcQnY2pqimPHjqFOnTo4c+YMdu7cqRQ/AIBq1arh1atXeP369Zdr5L9QrVo19O3bF/fv38ejR48ApIUgQ0NDTJo0CUOHDkWHDh1w6NAhneNkup0QQgiR9cjUOyHEJ0FS2fcoKioKnp6eMDY2Rp8+feDl5YU3b96gbdu2yJ07N0JCQjJdwYb3rSeKjo6Gr68vQkJCcODAAdSsWVMpOJGSkoKVK1eiZ8+eMoIkhBBCZHESlIQQH8Xba4q04eH69euwsbFBZGQkvL29cfnyZZQsWRKlSpVCdHQ09u7dCyMjo0xV3S59SAoMDMS1a9cQFxeHBg0aoEWLFkhMTETPnj0REhKC/fv364QlLVmTJIQQQmRtMh9ECPGfXLt2DUDamiLttDptaAgODkaNGjVw7tw5WFtbIyQkBA4ODkhISICXlxf2798PIyMjJCcnZ5qQBPxvqtywYcMwfPhwpKSk4MmTJ/D398eQIUOQPXt2zJ49G97e3mjSpAkiIiIytF9CkhBCCJG1SVASQnywzZs3w87ODsOGDQPwv7CkUqkQGhqKDh06YPLkyXBwcIBarUahQoWwefNm5MqVC2vXrsXRo0ehVquRLVu2L3wmGYWHhyM4OBihoaGYOXMmWrdujaioKFSqVAkAYGFhgfnz56NWrVqYNGnSl22sEEIIIT46CUpCiA9279492Nra4pdffoG/vz+AtLD05s0bXLhwAUuWLIGvr69yu1qthpWVFUJDQ/HmzRv4+/vj2LFjX/IU3isqKgqFCxeGo6MjgoOD0aNHD8yePRudO3fGmzdvcOzYMeTOnRtBQUHYv3//l26uEEIIIT4yCUpCiA+WI0cOmJubo0WLFtizZ48SlnLlyoWePXuie/fuOo/XhqXChQtj8+bNMDExQbFixb5Ay/+egYEBChcujLCwMPj4+GD69Ono27cvAODgwYMIDQ3F8+fPYWpqCj09PWg0mi/cYiGEEEJ8TBKUhBAfrGLFirCxsYGfnx86deqE/fv3Y/DgwXBycsLvv/+uUwpcSxuWihYtioMHD6Jo0aJfoOV/z9HREVu3boW7uzvmz5+vhKSEhAQsWbIEL1++RN68eZXHSwlwIYQQ4usiq42FEB+sWLFiOHnyJGJiYpTRpClTpsDIyAgNGzZUQtHbm8dqv87M4aJs2bLYsGEDunTpgqtXryIiIgIkMWXKFDx58gS7d++GSqXKVNX6hBBCCPHxSHlwIcQHUavViI6OhrOzMyIiIpAvXz7Y2dkhMTERRkZG8PLywpQpU750M/8TtVqNLVu2YOjQoQCAggULolChQti2bRsMDQ3fGQKFEEII8XWQoCSE+FuvXr3C69ev8fTpU5iYmMDOzk65r2fPnnBzc8OkSZOQJ08eLF68GLt27cL06dMxfvx49O/f/wu2/ON49uwZXr9+DSMjIxQuXBgqlUr2SRJCCCG+cvJXXgjxl3bu3IlVq1bh1KlTePnyJUjC19cXAwcORIkSJaBWq9GmTRu4uLhg3bp1yJ8/P8zNzVGwYEF06NDhSzf/o7CwsICFhYXytUajkZAkhBBCfOVkREkI8V4rVqzAqFGjMGDAADg6OsLExAT79+/HtGnT0KBBA6xYsQLGxsaYMWMGfH19YWlpmeE5ZHqaEEIIIbIiCUpCiHdasWIF+vbtiy1btsDb21vnvl27dqFdu3Zo2bIl1q5d+4VaKIQQQgjx6UhQEkJksHfvXjRr1gwbNmxA+/btASBDdbdly5ahb9++2L17N5o2bfqlmiqEEEII8Ulk3tq8QogvJl++fDA2Nsb+/fsRHR0NABlKYLu5uaFAgQK4e/fuF2ihEEIIIcSnJUFJCKEjOTkZjo6OOHToEHbu3InevXsjJiZGuV87CF24cGGo1WqkpqZ+qaYKIYQQQnwyEpSEEACAgwcPYuzYsejTpw/u3buHGjVqYO/evThw4AB69eqlhCXtyNKvv/6KkiVLwsnJ6Us2WwghhBDik5CgJITAqlWr0KtXL6SkpMDFxQVFixYFgAxh6fXr1wCA1NRUTJ06FVZWVqhSpcoXbLkQQgghxKchxRyE+MZt27YN3bp1w6pVq9CqVasMa5EA4OTJk2jatCnc3NywZMkStG/fHnfv3sX58+dhYGAAjUYDPT257iKEEEKIr4cEJSG+YTExMWjbti0qV66MyZMn/+VjT548iWbNmuHly5ewtbXFH3/8AUNDQ6Smpsrmq0IIIYT46sglYCG+YTExMThz5sx7p89pNBoAQFxcHGrUqIGQkBC0atVKQpIQQgghvnoSlIT4hiUmJiIlJUWZNvf2ALOenh6ePn2KAQMGICoqCrVr18aWLVskJAkhhBDiqydBSYhvWO7cuQEA+/btA5BxryQAOHXqFJKSkpTHaklIEkIIIcTXTIKSEN8okrCwsEBAQACWLl2KhQsXAvjfdDsASEpKQmBgIExNTZEjR44v1VQhhBBCiM9OLgkL8Y14uzKddvSodevWuHDhAgYMGIAXL16gdevWKFy4ME6fPo2pU6fi8ePHCAoKgkqlAsl3jjoJIYQQQnxtpOqdEF+5zp07Y8CAAXB0dHxvGe+rV69ixYoVmDt3LnLnzo2EhASUKVMGlpaWCA0NhaGhIdRqNfT19b/AGQghhBBCfH4SlIT4ir1+/Rre3t44f/48Dh06hEqVKv3lnkdXrlzBhQsXkJCQgIoVK6JSpUrQ09OTwg1CCCGE+OZIUBLiK0YST58+Rf/+/XHgwAH8/PPP7w1L7wtQspmsEEIIIb5FEpSE+EqlHwW6ePEivvvuO9y+fRthYWEoV66cBCAhhBBCiL8gvSQhvlLakDR69GgMHDgQAPDw4UPUq1cPf/zxB/T09HQq3AkhhBBCiP+RESUhvmIrVqzA999/j/3796N48eK4desWJk+ejBMnTuDIkSN/u2ZJCCGEEOJbJb0jIb5it27dQuPGjeHk5ISCBQuiVq1aWLhwISpWrIgmTZrgypUr0NPTg1wvEUIIIYTQJUFJiK+Ynp4efv/9d+VrkihevDg6dOiAJ0+eoFy5crh+/brsjSSEEEII8RYJSkJ8Bd631sjb2xu5c+fGhAkTEBsbqwSiYsWKwcfHBxMnTkTJkiU/Z1OFEEIIIbIE2RhFiCwu/RqjoKAg3LhxAyTh7OyM+vXrw9PTE/v370d0dDS+//57pKamYv78+bC0tMSoUaMAQPZJEkIIIYR4ixRzEOIrMWzYMKxbtw7u7u549OgRrly5Aj8/P/j6+mLSpEkICwvD6dOnUapUKRgbG+P06dMwNDQESZl6J4QQQgjxFglKQnwFQkNDMWDAAGzZsgXVq1fH+vXr0atXLyxbtgydO3eGRqNBcnIyDh06BBMTE9SqVQv6+voykiSEEEII8R7SQxIiC9KOAmn/vX37Nuzt7VG9enUEBwfD19cXs2fPRufOnRETE4Pr16+jWrVqcHd3V55DrVZLSBJCCCGEeA8p5iBEFqSdKnfv3j0AQLZs2VCsWDHs27cPPj4+mD59Ovr27QsA2L9/P/bs2YNXr17pPIe+vv7nbbQQQgghRBYiU++EyEKCg4NhbGwMd3d3+Pv74+HDh9i0aROOHTsGZ2dnAMDq1avRtWtXAEB8fDxatGiBkiVLYtGiRV+y6UIIIYQQWYrMuxEii0hKSsKhQ4ewdOlSeHt7Izw8HMePHwcA1K5dG4sXL8Z3332Hly9f4tSpUyCJsWPH4smTJ9izZw8ASOEGIYQQQoh/SEaUhMhibGxscOvWLcydOxf9+/dXCjLExcVh+fLlmDhxIgwNDWFlZQULCwvs2rULhoaGUKvVMt1OCCGEEOIfkqAkRBYSFxeHrl27QqVSYefOndi+fTuaNWsG7Y+xSqXCnTt3EBsbCyMjI5QuXRp6enpS3U4IIYQQ4l+SoCREJpZ+M9n04uPjMXToUCxfvlwJS1p//vknSpUq9bfPIYQQQggh3k8uMQuRSaUPOBEREUhOToZarUaTJk2QI0cOTJ48GSqVCq1atcLGjRvh4uICHx8f5MuXD0uWLFGeR0KSEEIIIcS/J0FJiEyIpBJwRo4ciU2bNsHY2BiPHz9GmzZtMGPGDJiZmWHy5MnIli0bWrVqhfLlyyMpKQkXL178wq0XQgghhMj6ZOqdEJnY1KlTMWfOHISEhKBGjRqYNm0aRowYgQ4dOmDRokUwNTUFABw8eBDPnz9H69atoa+vL2uShBBCCCH+IwlKQmRSd+/eRUBAANq3bw8vLy/s3LkT3bp1Q69evbB8+XI0a9YMc+fOhbm5uc5xUt1OCCGEEOK/k0vOQmRCKSkpsLS0hLu7O+rVq4eTJ09i4MCBmDRpEvr37w8jIyNMnjwZr1+/xqZNm5ArVy7lWAlJQgghhBD/nazyFiKTmTJlCqZOnQojIyO0bdsWZmZm2LdvH6pWrYouXboAAMzMzNCmTRuQRI4cOb5wi4UQQgghvj4SlITIZPT09LBw4ULcvXsXRkZG0Gg0uHz5Ml69egUTExMkJCTgl19+QZMmTbB7927o6elBo9F86WYLIYQQQnxVJCgJkck0b94cZcqUweHDhwGkBSdfX18cO3YMVatWRZUqVXDnzh107NhROUZKgAshhBBCfFxSzEGITCApKQlGRkbK17169cLRo0dx9epVqFQqAMDx48exdetW5MuXD8OHD4eBgYEUbhBCCCGE+EQkKAnxmQ0cOBCDBw9GsWLFAADLly/HxYsX0b9/f9jY2AAAoqOjUaNGDfj4+GDYsGEgqQQmLSkBLoQQQgjx6ch8HSE+o6dPn+LixYuwtrZWbrt58yauXr0KBwcHjB07Fvv27UPu3LnRsGFDnD59GqmpqVCpVHj7moaEJCGEEEKIT0dGlIT4TDQajc5aojVr1qBevXooWrQogLSRpS1btuDmzZto0aIF7Ozs0KdPHwQFBaFNmzZfqtlCCCGEEN8kCUpCfAYkodFolPVEcXFxMDMzQ40aNbBy5UqUKVMGAPDgwQPcvHkTfn5+sLCwwJEjR9CzZ08sW7bsSzZfCCGEEOKbI0FJiM/g/v37KFKkCAAgODgYzZo1w7Nnz1CjRg3Y2tpi/vz5sLW1VR6fkJCAgwcP4vTp0xgzZoxMsxNCCCGE+MwkKAnxiZ06dQrt2rXD4sWLcfDgQaxYsQJnz55F8eLFERkZiapVq8Le3h4LFy5E2bJl3/kcUrhBCCGEEOLzkqAkxCd2/vx5LF68GNu3b0dqairOnz+PwoULKyXBtWGpXLlyWLhwoVL5TgghhBBCfDlS9U6IT0R7DaJixYooVqwYnj9/DjMzM1y4cAEAYGRkhOTkZFhbW+P06dO4evUqWrdujfv373/JZgshhBBCCEhQEuKT0Gg0yr5Hz549Q82aNXHw4EG4ubnB398fwcHBAABDQ0Oo1WpYW1vjt99+Q/HixWFlZfUlmy6EEEIIIQDIogchPrL0ZcAnTpyI+/fvo2fPnnB2doa5uTmSk5MxZswY6OnpwdvbG/r6+liwYAG6du2KnTt3AgDUarVSIU8IIYQQQnx+skZJiE9kxIgRWLVqFWbNmoUGDRrA0tISQNqapYULF+LQoUPo0aMHjh8/jj///BNXr17V2WdJCCGEEEJ8OTKiJMQncPLkSWzevBnBwcGoU6cOgLQ1SyqVChUrVsT333+PvHnzIigoCMWLF8elS5egp6eXYVNaIYQQQgjxZciIkhCfwL59+9C/f38cP34c+fPnh0qlUoKSWq2Gnp4eVCoVYmNjkStXLqhUKikBLoQQQgiRicilayE+gfj4eNy7dw9JSUlKONIWd4iIiMCJEyegVqthYmIClUoFjUYjIUkIIYQQIhORoCTEf6DRaN55e82aNeHo6IiBAwfiwYMHSmGGxMRE/Pjjj4iIiNAp1iDT7YQQQgghMheZeifEB0q/nujgwYN48+YN9PX14eHhAQBYvXo1AgMDkZqaihEjRuD169dYv349Hj9+jNOnT8sIkhBCCCFEJiZBSYgPoF1vBKRVt1u3bh3y58+Pa9euoXXr1pg8eTKsra2xZ88erF69Gvv370eZMmVQuHBhbNmyRdk/SUqACyGEEEJkThKUhPgPpk+fjjlz5iAkJASOjo5YsGABBg4cCE9PT8ydOxdFihQBANy7dw/m5uZSuEEIIYQQIouQhRFCfKCoqChcuXIFs2fPhqOjI7Zv346xY8di9OjRiIiIwPfff4+rV68CAIoWLSqFG4QQQgghshDprQnxgczNzeHp6Yn69evj9OnTGDJkCMaPH4+BAwfCzMwM/v7+iI6ORmBgIKytrZXjpHCDEEIIIUTmJz02IT5Q9uzZ0axZM5iZmeHgwYOwt7dH165dAQDZsmVDp06dYGhoiEKFCn3hlgohhBBCiH9LgpIQ/4F2Ct2NGzcQHR0NlUqFxMRE7Nu3D+7u7ggLC4Oent57y4gLIYQQQojMSYo5CPERnDx5Es7OzrCxsUFSUhKyZ8+Os2fPylokIYQQQogsSoKSEB/J2bNnsX37dpiammLw4MEwMDCQ6nZCCCGEEFmUBCUhPhEJSUIIIYQQWZcEJSGEEEIIIYR4ixRzEEIIIYQQQoi3SFASQgghhBBCiLdIUBJCCCGEEEKIt0hQEkIIIYQQQoi3SFASQgghhBBCiLdIUBJCCCGEEEKIt0hQEkIIIYQQQoi3SFASQgghhBBCiLdIUBJCCCGEEEKIt0hQEkIIIYQQQoi3SFASQgghhBBCiLf8H1UZuSckk+j/AAAAAElFTkSuQmCC", + "image/png": "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", "text/plain": [ "
" ] @@ -1326,18 +951,131 @@ "name": "stderr", "output_type": "stream", "text": [ - "/usr/local/lib/python3.10/dist-packages/sklearn/metrics/_scorer.py:610: FutureWarning: The `needs_threshold` and `needs_proba` parameter are deprecated in version 1.4 and will be removed in 1.6. You can either let `response_method` be `None` or set it to `predict` to preserve the same behaviour.\n", + "/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_classification.py:1565: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 in labels with no predicted samples. Use `zero_division` parameter to control this behavior.\n", + " _warn_prf(average, modifier, f\"{metric.capitalize()} is\", len(result))\n", + "/usr/local/lib/python3.12/dist-packages/sklearn/model_selection/_validation.py:978: UserWarning: Scoring failed. The score on this train-test partition for these parameters will be set to nan. Details: \n", + "Traceback (most recent call last):\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_scorer.py\", line 140, in __call__\n", + " score = scorer._score(\n", + " ^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_scorer.py\", line 388, in _score\n", + " return self._sign * self._score_func(y_true, y_pred, **scoring_kwargs)\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/utils/_param_validation.py\", line 216, in wrapper\n", + " return func(*args, **kwargs)\n", + " ^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_ranking.py\", line 635, in roc_auc_score\n", + " return _multiclass_roc_auc_score(\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_ranking.py\", line 707, in _multiclass_roc_auc_score\n", + " if not np.allclose(1, y_score.sum(axis=1)):\n", + " ^^^^^^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py\", line 49, in _sum\n", + " return umr_sum(a, axis, dtype, out, keepdims, initial, where)\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + "numpy.exceptions.AxisError: axis 1 is out of bounds for array of dimension 1\n", + "\n", " warnings.warn(\n", - "/usr/local/lib/python3.10/dist-packages/sklearn/metrics/_classification.py:1531: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 in labels with no predicted samples. Use `zero_division` parameter to control this behavior.\n", + "/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_classification.py:1565: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 in labels with no predicted samples. Use `zero_division` parameter to control this behavior.\n", " _warn_prf(average, modifier, f\"{metric.capitalize()} is\", len(result))\n", - "/usr/local/lib/python3.10/dist-packages/sklearn/metrics/_classification.py:1531: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 in labels with no predicted samples. Use `zero_division` parameter to control this behavior.\n", + "/usr/local/lib/python3.12/dist-packages/sklearn/model_selection/_validation.py:978: UserWarning: Scoring failed. The score on this train-test partition for these parameters will be set to nan. Details: \n", + "Traceback (most recent call last):\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_scorer.py\", line 140, in __call__\n", + " score = scorer._score(\n", + " ^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_scorer.py\", line 388, in _score\n", + " return self._sign * self._score_func(y_true, y_pred, **scoring_kwargs)\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/utils/_param_validation.py\", line 216, in wrapper\n", + " return func(*args, **kwargs)\n", + " ^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_ranking.py\", line 635, in roc_auc_score\n", + " return _multiclass_roc_auc_score(\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_ranking.py\", line 707, in _multiclass_roc_auc_score\n", + " if not np.allclose(1, y_score.sum(axis=1)):\n", + " ^^^^^^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py\", line 49, in _sum\n", + " return umr_sum(a, axis, dtype, out, keepdims, initial, where)\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + "numpy.exceptions.AxisError: axis 1 is out of bounds for array of dimension 1\n", + "\n", + " warnings.warn(\n", + "/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_classification.py:1565: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 in labels with no predicted samples. Use `zero_division` parameter to control this behavior.\n", " _warn_prf(average, modifier, f\"{metric.capitalize()} is\", len(result))\n", - "/usr/local/lib/python3.10/dist-packages/sklearn/metrics/_classification.py:1531: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 in labels with no predicted samples. Use `zero_division` parameter to control this behavior.\n", + "/usr/local/lib/python3.12/dist-packages/sklearn/model_selection/_validation.py:978: UserWarning: Scoring failed. The score on this train-test partition for these parameters will be set to nan. Details: \n", + "Traceback (most recent call last):\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_scorer.py\", line 140, in __call__\n", + " score = scorer._score(\n", + " ^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_scorer.py\", line 388, in _score\n", + " return self._sign * self._score_func(y_true, y_pred, **scoring_kwargs)\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/utils/_param_validation.py\", line 216, in wrapper\n", + " return func(*args, **kwargs)\n", + " ^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_ranking.py\", line 635, in roc_auc_score\n", + " return _multiclass_roc_auc_score(\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_ranking.py\", line 707, in _multiclass_roc_auc_score\n", + " if not np.allclose(1, y_score.sum(axis=1)):\n", + " ^^^^^^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py\", line 49, in _sum\n", + " return umr_sum(a, axis, dtype, out, keepdims, initial, where)\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + "numpy.exceptions.AxisError: axis 1 is out of bounds for array of dimension 1\n", + "\n", + " warnings.warn(\n", + "/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_classification.py:1565: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 in labels with no predicted samples. Use `zero_division` parameter to control this behavior.\n", " _warn_prf(average, modifier, f\"{metric.capitalize()} is\", len(result))\n", - "/usr/local/lib/python3.10/dist-packages/sklearn/metrics/_classification.py:1531: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 in labels with no predicted samples. Use `zero_division` parameter to control this behavior.\n", + "/usr/local/lib/python3.12/dist-packages/sklearn/model_selection/_validation.py:978: UserWarning: Scoring failed. The score on this train-test partition for these parameters will be set to nan. Details: \n", + "Traceback (most recent call last):\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_scorer.py\", line 140, in __call__\n", + " score = scorer._score(\n", + " ^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_scorer.py\", line 388, in _score\n", + " return self._sign * self._score_func(y_true, y_pred, **scoring_kwargs)\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/utils/_param_validation.py\", line 216, in wrapper\n", + " return func(*args, **kwargs)\n", + " ^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_ranking.py\", line 635, in roc_auc_score\n", + " return _multiclass_roc_auc_score(\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_ranking.py\", line 707, in _multiclass_roc_auc_score\n", + " if not np.allclose(1, y_score.sum(axis=1)):\n", + " ^^^^^^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py\", line 49, in _sum\n", + " return umr_sum(a, axis, dtype, out, keepdims, initial, where)\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + "numpy.exceptions.AxisError: axis 1 is out of bounds for array of dimension 1\n", + "\n", + " warnings.warn(\n", + "/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_classification.py:1565: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 in labels with no predicted samples. Use `zero_division` parameter to control this behavior.\n", " _warn_prf(average, modifier, f\"{metric.capitalize()} is\", len(result))\n", - "/usr/local/lib/python3.10/dist-packages/sklearn/metrics/_classification.py:1531: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 in labels with no predicted samples. Use `zero_division` parameter to control this behavior.\n", - " _warn_prf(average, modifier, f\"{metric.capitalize()} is\", len(result))\n" + "/usr/local/lib/python3.12/dist-packages/sklearn/model_selection/_validation.py:978: UserWarning: Scoring failed. The score on this train-test partition for these parameters will be set to nan. Details: \n", + "Traceback (most recent call last):\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_scorer.py\", line 140, in __call__\n", + " score = scorer._score(\n", + " ^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_scorer.py\", line 388, in _score\n", + " return self._sign * self._score_func(y_true, y_pred, **scoring_kwargs)\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/utils/_param_validation.py\", line 216, in wrapper\n", + " return func(*args, **kwargs)\n", + " ^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_ranking.py\", line 635, in roc_auc_score\n", + " return _multiclass_roc_auc_score(\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_ranking.py\", line 707, in _multiclass_roc_auc_score\n", + " if not np.allclose(1, y_score.sum(axis=1)):\n", + " ^^^^^^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py\", line 49, in _sum\n", + " return umr_sum(a, axis, dtype, out, keepdims, initial, where)\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + "numpy.exceptions.AxisError: axis 1 is out of bounds for array of dimension 1\n", + "\n", + " warnings.warn(\n" ] }, { @@ -1345,11 +1083,11 @@ "output_type": "stream", "text": [ "Cross-validation metrics:\n", - "accuracy: 0.427 (+/- 0.025)\n", - "precision: 0.161 (+/- 0.028)\n", - "recall: 0.101 (+/- 0.010)\n", - "f1_score: 0.087 (+/- 0.011)\n", - "roc_auc: 0.751 (+/- 0.018)\n" + "accuracy: 0.399 (+/- 0.008)\n", + "precision: 0.143 (+/- 0.017)\n", + "recall: 0.092 (+/- 0.006)\n", + "f1_score: 0.079 (+/- 0.007)\n", + "roc_auc: nan (+/- nan)\n" ] } ], @@ -1366,13 +1104,13 @@ "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_47840/3742577664.py:16: RuntimeWarning: invalid value encountered in divide\n", + "/tmp/ipykernel_5543/3742577664.py:16: RuntimeWarning: invalid value encountered in divide\n", " _ = sb.heatmap(cm / cm.sum(axis=0), cmap=sb.color_palette(\"Blues\", as_cmap=True), vmin=0, vmax=1, linewidth=0.1, linecolor='lightgrey', xticklabels=labels, yticklabels=labels)\n" ] }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -1394,18 +1132,131 @@ "name": "stderr", "output_type": "stream", "text": [ - "/usr/local/lib/python3.10/dist-packages/sklearn/metrics/_scorer.py:610: FutureWarning: The `needs_threshold` and `needs_proba` parameter are deprecated in version 1.4 and will be removed in 1.6. You can either let `response_method` be `None` or set it to `predict` to preserve the same behaviour.\n", + "/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_classification.py:1565: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 in labels with no predicted samples. Use `zero_division` parameter to control this behavior.\n", + " _warn_prf(average, modifier, f\"{metric.capitalize()} is\", len(result))\n", + "/usr/local/lib/python3.12/dist-packages/sklearn/model_selection/_validation.py:978: UserWarning: Scoring failed. The score on this train-test partition for these parameters will be set to nan. Details: \n", + "Traceback (most recent call last):\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_scorer.py\", line 140, in __call__\n", + " score = scorer._score(\n", + " ^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_scorer.py\", line 388, in _score\n", + " return self._sign * self._score_func(y_true, y_pred, **scoring_kwargs)\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/utils/_param_validation.py\", line 216, in wrapper\n", + " return func(*args, **kwargs)\n", + " ^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_ranking.py\", line 635, in roc_auc_score\n", + " return _multiclass_roc_auc_score(\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_ranking.py\", line 707, in _multiclass_roc_auc_score\n", + " if not np.allclose(1, y_score.sum(axis=1)):\n", + " ^^^^^^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py\", line 49, in _sum\n", + " return umr_sum(a, axis, dtype, out, keepdims, initial, where)\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + "numpy.exceptions.AxisError: axis 1 is out of bounds for array of dimension 1\n", + "\n", " warnings.warn(\n", - "/usr/local/lib/python3.10/dist-packages/sklearn/metrics/_classification.py:1531: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 in labels with no predicted samples. Use `zero_division` parameter to control this behavior.\n", + "/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_classification.py:1565: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 in labels with no predicted samples. Use `zero_division` parameter to control this behavior.\n", " _warn_prf(average, modifier, f\"{metric.capitalize()} is\", len(result))\n", - "/usr/local/lib/python3.10/dist-packages/sklearn/metrics/_classification.py:1531: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 in labels with no predicted samples. Use `zero_division` parameter to control this behavior.\n", + "/usr/local/lib/python3.12/dist-packages/sklearn/model_selection/_validation.py:978: UserWarning: Scoring failed. The score on this train-test partition for these parameters will be set to nan. Details: \n", + "Traceback (most recent call last):\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_scorer.py\", line 140, in __call__\n", + " score = scorer._score(\n", + " ^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_scorer.py\", line 388, in _score\n", + " return self._sign * self._score_func(y_true, y_pred, **scoring_kwargs)\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/utils/_param_validation.py\", line 216, in wrapper\n", + " return func(*args, **kwargs)\n", + " ^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_ranking.py\", line 635, in roc_auc_score\n", + " return _multiclass_roc_auc_score(\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_ranking.py\", line 707, in _multiclass_roc_auc_score\n", + " if not np.allclose(1, y_score.sum(axis=1)):\n", + " ^^^^^^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py\", line 49, in _sum\n", + " return umr_sum(a, axis, dtype, out, keepdims, initial, where)\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + "numpy.exceptions.AxisError: axis 1 is out of bounds for array of dimension 1\n", + "\n", + " warnings.warn(\n", + "/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_classification.py:1565: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 in labels with no predicted samples. Use `zero_division` parameter to control this behavior.\n", " _warn_prf(average, modifier, f\"{metric.capitalize()} is\", len(result))\n", - "/usr/local/lib/python3.10/dist-packages/sklearn/metrics/_classification.py:1531: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 in labels with no predicted samples. Use `zero_division` parameter to control this behavior.\n", + "/usr/local/lib/python3.12/dist-packages/sklearn/model_selection/_validation.py:978: UserWarning: Scoring failed. The score on this train-test partition for these parameters will be set to nan. Details: \n", + "Traceback (most recent call last):\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_scorer.py\", line 140, in __call__\n", + " score = scorer._score(\n", + " ^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_scorer.py\", line 388, in _score\n", + " return self._sign * self._score_func(y_true, y_pred, **scoring_kwargs)\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/utils/_param_validation.py\", line 216, in wrapper\n", + " return func(*args, **kwargs)\n", + " ^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_ranking.py\", line 635, in roc_auc_score\n", + " return _multiclass_roc_auc_score(\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_ranking.py\", line 707, in _multiclass_roc_auc_score\n", + " if not np.allclose(1, y_score.sum(axis=1)):\n", + " ^^^^^^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py\", line 49, in _sum\n", + " return umr_sum(a, axis, dtype, out, keepdims, initial, where)\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + "numpy.exceptions.AxisError: axis 1 is out of bounds for array of dimension 1\n", + "\n", + " warnings.warn(\n", + "/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_classification.py:1565: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 in labels with no predicted samples. Use `zero_division` parameter to control this behavior.\n", " _warn_prf(average, modifier, f\"{metric.capitalize()} is\", len(result))\n", - "/usr/local/lib/python3.10/dist-packages/sklearn/metrics/_classification.py:1531: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 in labels with no predicted samples. Use `zero_division` parameter to control this behavior.\n", + "/usr/local/lib/python3.12/dist-packages/sklearn/model_selection/_validation.py:978: UserWarning: Scoring failed. The score on this train-test partition for these parameters will be set to nan. Details: \n", + "Traceback (most recent call last):\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_scorer.py\", line 140, in __call__\n", + " score = scorer._score(\n", + " ^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_scorer.py\", line 388, in _score\n", + " return self._sign * self._score_func(y_true, y_pred, **scoring_kwargs)\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/utils/_param_validation.py\", line 216, in wrapper\n", + " return func(*args, **kwargs)\n", + " ^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_ranking.py\", line 635, in roc_auc_score\n", + " return _multiclass_roc_auc_score(\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_ranking.py\", line 707, in _multiclass_roc_auc_score\n", + " if not np.allclose(1, y_score.sum(axis=1)):\n", + " ^^^^^^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py\", line 49, in _sum\n", + " return umr_sum(a, axis, dtype, out, keepdims, initial, where)\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + "numpy.exceptions.AxisError: axis 1 is out of bounds for array of dimension 1\n", + "\n", + " warnings.warn(\n", + "/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_classification.py:1565: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 in labels with no predicted samples. Use `zero_division` parameter to control this behavior.\n", " _warn_prf(average, modifier, f\"{metric.capitalize()} is\", len(result))\n", - "/usr/local/lib/python3.10/dist-packages/sklearn/metrics/_classification.py:1531: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 in labels with no predicted samples. Use `zero_division` parameter to control this behavior.\n", - " _warn_prf(average, modifier, f\"{metric.capitalize()} is\", len(result))\n" + "/usr/local/lib/python3.12/dist-packages/sklearn/model_selection/_validation.py:978: UserWarning: Scoring failed. The score on this train-test partition for these parameters will be set to nan. Details: \n", + "Traceback (most recent call last):\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_scorer.py\", line 140, in __call__\n", + " score = scorer._score(\n", + " ^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_scorer.py\", line 388, in _score\n", + " return self._sign * self._score_func(y_true, y_pred, **scoring_kwargs)\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/utils/_param_validation.py\", line 216, in wrapper\n", + " return func(*args, **kwargs)\n", + " ^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_ranking.py\", line 635, in roc_auc_score\n", + " return _multiclass_roc_auc_score(\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_ranking.py\", line 707, in _multiclass_roc_auc_score\n", + " if not np.allclose(1, y_score.sum(axis=1)):\n", + " ^^^^^^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py\", line 49, in _sum\n", + " return umr_sum(a, axis, dtype, out, keepdims, initial, where)\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + "numpy.exceptions.AxisError: axis 1 is out of bounds for array of dimension 1\n", + "\n", + " warnings.warn(\n" ] }, { @@ -1417,7 +1268,7 @@ "precision: 0.788 (+/- 0.029)\n", "recall: 0.677 (+/- 0.015)\n", "f1_score: 0.702 (+/- 0.017)\n", - "roc_auc: 0.986 (+/- 0.006)\n" + "roc_auc: nan (+/- nan)\n" ] } ], @@ -1432,7 +1283,7 @@ "outputs": [ { "data": { - "image/png": "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", + "image/png": "iVBORw0KGgoAAAANSUhEUgAAA0oAAAKPCAYAAABTiDpeAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjkuMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/GU6VOAAAACXBIWXMAAA9hAAAPYQGoP6dpAAEAAElEQVR4nOzdeViN+f/48eeptG9KEkqlRUKyTpaRbcqSGmayNNLYZzTWbB9CDNnJbiyFQRjrVyNLZMhSlrKUKCXzmQxjG1lC+f3Rr/vjaDslKd6P6zrX5dz3e7vv+0xzXue9yd68efMGQRAEQRAEQRAEQaL0sRsgCIIgCIIgCIJQ3ohASRAEQRAEQRAE4R0iUBIEQRAEQRAEQXiHCJQEQRAEQRAEQRDeIQIlQRAEQRAEQRCEd4hASRAEQRAEQRAE4R0iUBIEQRAEQRAEQXiHCJQEQRAEQRAEQRDeIQIlQRAEQRAEQRCEd4hASRAEQRAEQRAE4R0iUBIEQRAEQRAEodz6448/cHNzo3r16shkMvbs2VNknsjISBo1aoSamhpWVlaEhIQUu14RKAmCIAiCIAiCUG49ffoUBwcHli9frlD6lJQUunTpQtu2bYmNjWXkyJEMHDiQgwcPFqte2Zs3b96UpMGCIAiCIAiCIAhlSSaTsXv3bjw8PApMM378eMLCwrhy5Yp0rFevXjx69Ijw8HCF6xI9SoIgCB+Ij4+P3B9yZ2dnRo4c+dHaIwiCIAjlQWZmJv/++6/cKzMzs9TKP336NB06dJA75uLiwunTp4tVjkqptUgQBKGc8vHxYcOGDdJ7AwMDmjZtyty5c2nQoMFHbFnh3v4lTBAEQRAKU69evQ9eh4ajb6mUM969CgEBAXLHpk6dyrRp00ql/Dt37mBsbCx3zNjYmH///Zfnz5+joaGhUDkiUBIE4bPg6upKcHAwkPMHdPLkyXTt2pW0tLSP3LLCdQi6pnDaIyPqAGBVR/H/WSZdu1LiPBY29gqlT7l+FQCDmjYK1/Hgz+slbldZ5altq1ie5MSc9FrVrBSu4+mdpBK3q7zlKa/tKqs8Zd2u0091FM7jpPXkg7etvD6XsspT1u364GSlMxht4sSJjB49Wu6YmppaqZRdmsTQO0EQPgtqampUq1aNatWq0bBhQyZMmMDt27e5d+9egXmys7OZO3cuVlZWqKmpYWZmxsyZM6Xzt2/fxtPTE319fQwMDHB3dyc1NbUMrkYQBEEQKi41NTV0dXXlXqUZKFWrVo2///5b7tjff/+Nrq6uwr1JIAIlQRA+QxkZGfz6669YWVlhaGhYYLqJEycye/Zs/P39iY+PZ8uWLVJX/qtXr3BxcUFHR4cTJ04QFRWFtrY2rq6uvHz5sqwuRRAEQRDKjkxWOq8PzMnJiYiICLljhw8fxsnJqVjliKF3giB8Fvbv34+2tjaQs8yoiYkJ+/fvR0kp/9+Lnjx5QlBQEMuWLaNfv34A1K5dm1atWgGwbds2srOzWbt2LbL//0c/ODgYfX19IiMj+eqrr8rgqgRBEAShDJXS0LviysjIICkpSXqfkpJCbGwsBgYGmJmZMXHiRP773/+yceNGAIYOHcqyZcsYN24c/fv35+jRo2zfvp2wsLBi1SsCJUEQPgtt27Zl5cqVADx8+JAVK1bQqVMnoqOjqVWrVp70CQkJZGZm0r59+3zLi4uLIykpCR0d+fkAL168IDk5udjty8zMzLPij+iZEgRBEAQ4d+4cbdu2ld7nzm/q168fISEhpKeny805trCwICwsjFGjRhEUFETNmjVZu3YtLi4uxapXBEqCIHwWtLS0sLL632T6tWvXoqenx5o1a/j555/zpC9qDHNGRgaNGzdm8+bNec4ZGRkVu32BgYF5VgD64YcfgHbFLksQBEEQPogyGDaXH2dnZwrb+jUkJCTfPBcvXnyvesUcJUEQPksymQwlJSWeP3+e73lra2s0NDTyjHHO1ahRI27cuEHVqlWxsrKSe+np6RW7PRMnTuTx48dyr4EDBxa7HEEQBEH4YGRKpfOqICpOSwVBEN5DZmYmd+7c4c6dOyQkJPDTTz+RkZGBm5tbvunV1dUZP34848aNY+PGjSQnJ3PmzBnWrVsHgJeXF1WqVMHd3Z0TJ06QkpJCZGQkw4cP588//yx2+/JbAUhVVfW9rlkQBEEQhJITQ+8EQfgshIeHY2JiAoCOjg516tRhx44dODs7F5jH398fFRUVpkyZwl9//YWJiQlDhw4FQFNTkz/++IPx48fTvXt3njx5Qo0aNWjfvj26urplcUmCIAiCULY+0tC7j0UESoIgfPJCQkLyHb9cFCUlJSZNmsSkSZPyPV+tWjU2bNhQaL1vi4yMLHYbBEEQBKHcqEDD5kqD7E1hM6ME4TOTmpqKhYUFFy9epGHDhgWmc3Z2pmHDhixevLjM2qaIkrRLJpOxe/duPDw8PnpbPjXm5uaMHDmSkSNHAsW/11eulNFO64IgCEKFV69evQ9eh8YX40ulnOdn5pRKOR/a5xUWCu/lzp07/PTTT1haWqKmpoapqSlubm5yk93Nzc2RyWTIZDI0NDQwNzfH09OTo0ePFlju/fv3qVmzJjKZjEePHpXBlRTM1NSU9PR06Y9NZGRkvu3atWsXM2bM+Agt/LyEhISgr6//XmWkpqZKn8mCXiXpbRIEQRCEz04F2XC2tIihd4JCUlNTadmyJfr6+sybN4/69evz6tUrDh48yLBhw7h27ZqUdvr06QwaNIiXL1+SmprKr7/+SocOHZgxY0a+Q5gGDBhAgwYN+O9//1uWl5QvZWVlqlWrVmQ6AwODMmiNUBpyg99c8+fPJzw8nCNHjkjHSrJKXVmxtLFXOO3N61cBaDlL8eVQo/7jCICJRR2F86Sn5Pz3blVHsV8vk65dKVb6982jX8NG4TyP/nsdAONail//37fK9/WXtzzvU0ctq7oK57mVFF/iesrr9ZckT21bxfMkJ356119WeaqY2iqU/p/biWXarg/uMxt693ldrVBiP/74IzKZjOjoaHr06IGNjQ329vaMHj2aM2fOyKXV0dGhWrVqmJmZ8eWXX/LLL7/g7+/PlClTSExMlEu7cuVKHj16hJ+fn0Lt8PHxwcPDg4CAAIyMjNDV1WXo0KFyG3NmZmYyfPhwqlatirq6Oq1atSImJkY6//DhQ7y8vDAyMkJDQwNra2uCg4OB//U+xMbGkpqaKm1uVrlyZWQyGT4+PkDOsLLc4VT/+c9/aN68eZ62Ojg4MH36dOn92rVrsbOzQ11dnTp16rBixQqFrjnX/fv36d27NzVq1EBTU5P69euzdevWQvOYm5szY8YMevfujZaWFjVq1GD58uV50v3zzz98/fXXaGpqYm1tzb59+6RzWVlZDBgwAAsLCzQ0NLC1tSUoKEihNr9+/RpfX1/09PSoUqUK/v7+cvsgZGZm4ufnR40aNdDS0qJ58+bSPJ7IyEi+//57Hj9+LPX8TJs2DYBNmzbRpEkT6bPWp08f7t69m28bcoPf3Je2tjYqKipyxwraM+nRo0cMGTIEY2Nj1NXVqVevHvv375fOnzx5ktatW6OhoYGpqSnDhw/n6dOnCt0bQRAEQahwPrMeJREoCUV68OAB4eHhDBs2DC0trTznFRkaNWLECN68ecPevXulY/Hx8UyfPp2NGzeipKT4RzEiIoKEhAQiIyPZunUru3btktuoc9y4cezcuZMNGzZw4cIFrKyscHFx4cGDB0DOSmbx8fEcOHCAhIQEVq5cSZUqVfLUY2pqys6dOwFITEwkPT093wDBy8uL6OhokpOTpWNXr17l0qVL9OnTB4DNmzczZcoUZs6cSUJCArNmzcLf37/QhQDe9eLFCxo3bkxYWBhXrlxh8ODB9O3bl+jo6ELzzZs3DwcHBy5evMiECRMYMWIEhw8flksTEBCAp6cnly5donPnznh5eUn3Kzs7m5o1a7Jjxw7i4+OZMmUK//nPf9i+fXuRbd6wYQMqKipER0cTFBTEwoULWbt2rXTe19eX06dPExoayqVLl/j2229xdXXlxo0btGjRgsWLF6Orq0t6ejrp6elSQP3q1StmzJhBXFwce/bsITU1VQpiS0t2djadOnUiKiqKX3/9lfj4eGbPno2ysjIAycnJuLq60qNHDy5dusS2bds4efIkvr6+pdoOQRAEQRA+DjH0TihSUlISb968oU4dxYemvMvAwICqVauSmpoK5PQk9O7dm3nz5mFmZsbNmzcVLktVVZX169ejqamJvb0906dPZ+zYscyYMYPnz5+zcuVKQkJC6NSpEwBr1qzh8OHDrFu3jrFjx5KWloajoyNNmjQBcnpd8qOsrCwNsatatWqBAaG9vT0ODg5s2bIFf39/ICcwat68OVZWVgBMnTqVBQsW0L17dwAsLCyIj49n9erV9OvXT6HrrlGjhlzP208//cTBgwfZvn07zZo1KzBfy5YtmTBhAgA2NjZERUWxaNEiOnbsKKXx8fGhd+/eAMyaNYslS5YQHR2Nq6srlSpVkgtELSwsOH36NNu3b8fT07PQNpuamrJo0SJkMhm2trZcvnyZRYsWMWjQINLS0ggODiYtLY3q1asD4OfnR3h4OMHBwcyaNQs9PT1kMlme4ZD9+/eX/m1pacmSJUto2rQpGRkZaGtrF3UrFXLkyBGio6NJSEjAxsZGqitXYGAgXl5eUs+itbU1S5YsoU2bNqxcuRJ1dfVSaYcgCIIglBti6J0gyCuthRHfvHmD7P93t06cOBE7Ozu+++67fNOmpaWhra0tvWbNmiWdc3BwQFNTU3rv5ORERkYGt2/fJjk5mVevXtGyZUvpfKVKlWjWrBkJCQkA/PDDD4SGhtKwYUPGjRvHqVOn3vvavLy82LJli3SdW7duxcvLC4CnT5+SnJzMgAED5K7p559/luuFKkpWVhYzZsygfv36GBgYoK2tzcGDB0lLSys0n5OTU573ufciV4MGDaR/a2lpoaurKzeUbfny5TRu3BgjIyO0tbX55ZdfpHpPnDghd12bN2+W8n3xxRfSM8+t+8aNG2RlZXH58mWysrKwsbGRy3/8+PEi78v58+dxc3PDzMwMHR0d2rRpA1DkvSiO2NhYatasKQVJ74qLiyMkJESu7S4uLmRnZ5OSklLs+jIzM/n333/lXm8PKRUEQRCEj+4zG3onepSEIllbWyOTyeQWbCiu+/fvc+/ePSwsLAA4evQoly9f5rfffgP+F4xVqVKFSZMm4e/vT2xsrJS/NBdP6NSpE7du3eL333/n8OHDtG/fnmHDhjF//vwSl9m7d2/Gjx/PhQsXeP78Obdv36Znz54AZGRkADk9W+/OZcodxqWIefPmERQUxOLFi6lfvz5aWlqMHDmyVL5MV6pUSe69TCYjOzsbgNDQUPz8/FiwYAFOTk7o6Ogwb948zp49C0CTJk3knpWxsbFCdWZkZKCsrMz58+fz3IfCeoWePn2Ki4sLLi4ubN68GSMjI9LS0nBxcSnVwKKgeUu5MjIyGDJkCMOHD89zzszMrNj1BQYGyvXcQU5QP39x3jllgiAIgiB8eCJQEopkYGCAi4sLy5cvZ/jw4XnmKT169KjIeUpBQUEoKSlJ+8fs3LmT58+fS+djYmLo378/J06coHbt2qioqEjD1t4VFxfH8+fPpS+yZ86cQVtbG1NTU6pUqYKqqipRUVHUqlULyJnPEhMTIw2RAjAyMqJfv37069eP1q1bM3bs2HwDJVVVVSCnN6cwNWvWpE2bNmzevJnnz5/TsWNHqlatCuQEDtWrV+fmzZtSL1NJREVF4e7uLvXCZWdnc/36derWLXxVqHcX2zhz5gx2dnbFqrdFixb8+OOP0rG3e3w0NDQKfFa5wdTbdVtbW6OsrIyjoyNZWVncvXuX1q1b55tfVVU1z72/du0a9+/fZ/bs2ZiamgJw7tw5ha9HUQ0aNODPP//k+vXr+fYqNWrUiPj4+AKvvbgmTpzI6NGj5Y4lJSWVStmCIAiCUCo+s6F3IlASFLJ8+XJatmxJs2bNmD59Og0aNOD169ccPnyYlStXyg3levLkCXfu3OHVq1ekpKTw66+/snbtWgIDA6UvlbVr15Yr/59//gHAzs6uyKDr5cuXDBgwgMmTJ5OamsrUqVPx9fVFSUkJLS0tfvjhB8aOHYuBgQFmZmbMnTuXZ8+eMWDAAACmTJlC48aNsbe3JzMzk/379xcYONSqVQuZTMb+/fvp3LkzGhoaBfZ2eHl5MXXqVF6+fMmiRYvkzgUEBDB8+HD09PRwdXUlMzOTc+fO8fDhwzxfjgtibW3Nb7/9xqlTp6hcuTILFy7k77//LjJQioqKYu7cuXh4eHD48GF27NhBWFiYQnXm1rtx40YOHjyIhYUFmzZtIiYmRuodLExaWhqjR49myJAhXLhwgaVLl7JgwQIgZ76Ul5cX3t7eLFiwAEdHR+7du0dERAQNGjSgS5cumJubk5GRQUREhDTk0szMDFVVVZYuXcrQoUO5cuXKB9nTqk2bNnz55Zf06NGDhQsXYmVlxbVr15DJZLi6ujJ+/Hi++OILfH19GThwIFpaWsTHx3P48GGWLVtW7PrU1NRQU1OTO5YbqAuCIAhCufCZBUqf19UKJWZpacmFCxdo27YtY8aMoV69enTs2JGIiAhWrlwpl3bKlCmYmJhgZWVF3759efz4MREREYwfXzq7Obdv3x5ra2u+/PJLevbsSbdu3aRlowFmz55Njx496Nu3L40aNSIpKYmDBw9SuXJlIOfL58SJE2nQoAFffvklysrKhIaG5ltXjRo1CAgIYMKECRgbGxe6otk333zD/fv3efbsmdRzlmvgwIGsXbuW4OBg6tevT5s2bQgJCZELNpydnQtduW3y5Mk0atQIFxcXnJ2dqVatWp568jNmzBjOnTuHo6MjP//8MwsXLsTFxaXIfLmGDBlC9+7d6dmzJ82bN+f+/ftyvUuF8fb25vnz5zRr1oxhw4YxYsQIBg8eLJ0PDg7G29ubMWPGYGtri4eHBzExMdLQtRYtWjB06FB69uyJkZERc+fOxcjIiJCQEHbs2EHdunWZPXv2ew2bLMzOnTtp2rQpvXv3pm7duowbN07q4WrQoAHHjx/n+vXrtG7dGkdHR6ZMmSItTCEIgiAIQsUme1NaM/UFoQz4+Pjw6NEj9uzZ87GbUupq1apFQEBAqS5zbW5uzsiRI+WGHQoVx5UrV8SGs2LD2QqfR2w4Kzac/dB1fIw85XHD2Xr1FE9fUhptS2cEx/Nj/qVSzocmAiWhQimLQEkmk7F79+5Ce2tKux1Xr16ld+/exMbGFmtPqaLapUig9KGCqU85qFWUs7MzDRs2ZPHixUDx7/WVK2W007ogCIJQ4ZVJoNRuZqmU8/zopFIp50MTQ+8Ehd25c4effvoJS0tL1NTUMDU1xc3NjYiICCmNubk5MpkMmUyGhoYG5ubmeHp6cvTo0TzlxcTE0L59e/T19alcuTIuLi7ExcWV5SXlKz09XdqDKTU1FZlMJreqG+QsThESElJqddrb23Pp0qX3CpI+RZGRkchkMh49evRe5eR+Jgt6vT10UxAEQRAEAcRiDoKCUlNTadmyJfr6+sybN4/69evz6tUrDh48yLBhw+SWDp8+fTqDBg3i5cuXpKam8uuvv9KhQwdmzJjBpEk5vyBkZGTg6upKt27dWLFiBa9fv2bq1Km4uLhw+/btPMtV5yrN4KQg725umh89Pb0P3o7SkLvB7+cuPT1d+ve2bduYMmUKiYmJ0rHS2qT2QyjRcCXrYgxXupEzXKn/vn8UzrO+W5Vita0iDKOpbqH4SpB/pSQUq56KcP3ldeiViqFlESn/5/X9myWup7xe/6eQp7y2q6zylHW7PrgKtAdSaRA/XwsK+fHHH5HJZERHR9OjRw9sbGywt7dn9OjReZaf1tHRoVq1apiZmfHll1/yyy+/4O/vL/fl9Nq1azx48IDp06dja2uLvb09U6dO5e+//+bWrVsFtmPatGk0bNiQ1atXY2pqiqamJp6enjx+/FhKk52dzfTp06lZsyZqamo0bNiQ8PBw6fzLly/x9fXFxMQEdXV1atWqRWBgoHReJpNJw8VyF1twdHREJpPh7OwM5Awryx2a98svv1C9enVp36Fc7u7u9O/fX3q/d+9eGjVqhLq6OpaWlgQEBPD69WsFn0DOEuUDBgzAwsICDQ0NbG1tCQoKKjSPs7Mzvr6++Pr6oqenR5UqVfD398+zifCzZ8/o378/Ojo6mJmZ8csvv8idHz9+PDY2NmhqamJpaYm/vz+vXr1SqN0BAQEYGRmhq6vL0KFD5fY6ys7OJjAwULomBwcHaW+t1NRU2rZtC0DlypWRyWTS/K3w8HBatWqFvr4+hoaGdO3atdBNaqtVqya99PT0kMlkcscKCpQyMzMZP348pqamqKmpYWVlxbp166TzV65coVOnTmhra2NsbEzfvn2lFRwFQRAE4ZMjUyqdVwVRcVoqfDQPHjwgPDycYcOG5dlDCShyOW+AESNG8ObNG/bu3QuAra0thoaGrFu3jpcvX/L8+XPWrVuHnZ0d5ubmhZaVlJTE9u3b+b//+z/Cw8O5ePGi3CpsQUFBLFiwgPnz53Pp0iVcXFzo1q0bN27cAGDJkiXs27eP7du3k5iYyObNmwusMzo6GoAjR46Qnp7Orl278qT59ttvuX//PseOHZOO5d6z3H2TTpw4gbe3NyNGjCA+Pp7Vq1cTEhLCzJmKj/XNzs6mZs2a7Nixg/j4eKZMmcJ//vMftm/fXmi+DRs2oKKiQnR0NEFBQSxcuJC1a9fKpVmwYAFNmjSR7uUPP/wg1+Oio6NDSEgI8fHxBAUFsWbNmjxLoOcnIiKChIQEIiMj2bp1K7t27ZLbVDUwMJCNGzeyatUqrl69yqhRo/juu+84fvw4pqam7Ny5E4DExETS09OlwPDp06eMHj2ac+fOERERgZKSEl9//XWeYPV9eXt7s3XrVpYsWUJCQgKrV6+WgqpHjx7Rrl07HB0dOXfuHOHh4fz99994enqWahsEQRAEodyQyUrnVUGIoXdCkZKSknjz5g116ii+KtS7DAwMqFq1qjQUTEdHh8jISDw8PKQ9cKytrTl48CAqKoV/LF+8eMHGjRupUaMGAEuXLqVLly4sWLCAatWqMX/+fMaPH0+vXr0AmDNnDseOHWPx4sUsX76ctLQ0rK2tadWqFTKZTNqYNj9GRkYAGBoaFjgkr3LlynTq1IktW7bQvn17AH777TeqVKki9YjkLjHer18/IGe59RkzZjBu3DimTp2qyC2kUqVKckGGhYUFp0+fZvv27YV+OTc1NWXRokXIZDJsbW25fPkyixYtYtCgQVKazp07S8Hm+PHjWbRoEceOHcPWNmdVn8mTJ0tpzc3N8fPzIzQ0lHHjxhXaZlVVVdavX4+mpib29vZMnz6dsWPHMmPGDF69esWsWbM4cuQITk5O0n05efIkq1evpk2bNhgYGABQtWpVuYC8R48ecvWsX78eIyMj4uPjS20y6/Xr19m+fTuHDx+mQ4cOUvtyLVu2DEdHR2bNmiXXDlNT0wI3qRUEQRAEoeIQPUpCkUprYcQ3b94g+/+/Ijx//pwBAwbQsmVLzpw5Q1RUFPXq1aNLly48f/4cyJk3kvsaOnSoVI6ZmZkUJAE4OTmRnZ1NYmIi//77L3/99RctW7aUq7tly5bSprg+Pj7ExsZia2vL8OHDOXTo0Htfm5eXFzt37iQzMxOAzZs306tXL2lxhri4OKZPny53TYMGDSI9PZ1nz54pXM/y5ctp3LgxRkZGaGtr88svv5CWllZoni+++EK675Bzv27cuCHtBwQ5ewLlyh2WdvfuXenYtm3baNmypTRMbfLkyVK9aWlpctf1duCQu0ns23VnZGRw+/ZtkpKSePbsGR07dpTLv3HjxkKH0QHcuHGD3r17Y2lpia6urtQjWNS9KI7Y2FiUlZVp06ZNvufj4uI4duyYXNtzf0woqv35yczM5N9//5V7vT1MURAEQRA+us9s6J3oURKKZG1tjUwmk1uwobju37/PvXv3pDk/W7ZsITU1ldOnT0vBxJYtW6hcuTJ79+6lV69ecivN6erqvtc1vK1Ro0akpKRw4MABjhw5gqenJx06dJDmxpSEm5sbb968ISwsjKZNm3LixAm5oWkZGRkEBATQvXv3PHnV1dUVqiM0NBQ/Pz8WLFiAk5MTOjo6zJs3j7Nnz5a43bneXTxDJpNJw9hOnz6Nl5cXAQEBuLi4oKenR2hoKAsWLACgevXqcs8qtxeoKBkZGQCEhYXJBb4AampqheZ1c3OjVq1arFmzRpofVq9evVINLDQ0NAo9n5GRgZubG3PmzMlzzsTEpNj1BQYGyvUYAvzwww8sXLKi2GUJgiAIwgdRgYbNlQYRKAlFMjAwwMXFheXLlzN8+PA885QePXpU5DyloKAglJSUpAUQnj17hpKSklxPR+773C/oVlZW+ZaVlpbGX3/9RfXq1QE4c+YMSkpK2NraoqurS/Xq1YmKipLrCYiKiqJZs2bSe11dXXr27EnPnj355ptvcHV15cGDB3m+5KuqqgLI9b7kR11dne7du7N582aSkpKwtbWlUaNG0vlGjRqRmJhY4DUpIioqihYtWsjNx1Kk5+LdQOrMmTNYW1ujrKysUL2nTp2iVq1a0oqFgNyCGyoqKgVeV1xcHM+fP5eCjjNnzqCtrY2pqSkGBgaoqamRlpZWYK9Nfvf//v37JCYmsmbNGlq3bg3AyZMnFbqW4qhfvz7Z2dkcP35cGnr3tkaNGrFz507Mzc2LHC6qiIkTJzJ69Gi5Y0lJSe9driAIgiAIJSMCJUEhy5cvp2XLljRr1ozp06fToEEDXr9+zeHDh1m5cqU0rA3gyZMn3Llzh1evXpGSksKvv/7K2rVrCQwMlL5Qd+zYkbFjxzJs2DB++uknsrOzmT17NioqKtK8noKoq6vTr18/5s+fz7///svw4cPx9PSU5hCNHTuWqVOnUrt2bRo2bEhwcDCxsbFs3rwZgIULF2JiYoKjoyNKSkrs2LGDatWq5RvsVa1aFQ0NDcLDw6lZsybq6uoFLg3u5eVF165duXr1Kt99953cuSlTptC1a1fMzMz45ptvUFJSIi4ujitXrvDzzz8r9Aysra3ZuHEjBw8exMLCgk2bNhETEyP10hUkLS2N0aNHM2TIEC5cuMDSpUul3iBF601LSyM0NJSmTZsSFhbG7t27Fcr78uVLBgwYwOTJk0lNTWXq1Kn4+vqipKSEjo4Ofn5+jBo1iuzsbFq1asXjx4+JiopCV1eXfv36UatWLWQyGfv376dz585oaGhQuXJlDA0N+eWXXzAxMSEtLY0JEyYofD2KMjc3p1+/fvTv358lS5bg4ODArVu3uHv3Lp6engwbNow1a9bQu3dvxo0bh4GBAUlJSYSGhrJ27VqFA9FcampqeXrScgNFQRAEQSgXKtCwudLweV2tUGKWlpZcuHCBtm3bMmbMGOrVq0fHjh2JiIhg5cqVcmmnTJmCiYkJVlZW9O3bl8ePHxMREcH48eOlNHXq1OH//u//uHTpEk5OTrRu3Zq//vqL8PDwIoctWVlZ0b17dzp37sxXX31FgwYNWLHif8OThg8fzujRoxkzZgz169cnPDycffv2YW1tDeQsJDF37lyaNGlC06ZNSU1N5ffff893s1cVFRWWLFnC6tWrqV69Ou7u7gW2q127dhgYGJCYmEifPn3kzrm4uLB//34OHTpE06ZN+eKLL1i0aJHcQhI+Pj7S8uP5GTJkCN27d6dnz540b96c+/fvy/UuFcTb25vnz5/TrFkzhg0bxogRIxg8eHCR+XJ169aNUaNG4evrS8OGDTl16hT+/v4K5W3fvj3W1tZ8+eWX9OzZk27duslt7jpjxgz8/f0JDAzEzs4OV1dXwsLCpOCvRo0a0kIYxsbGUpAVGhrK+fPnqVevHqNGjWLevHkKX09xrFy5km+++YYff/yROnXqMGjQIJ4+fQog9VxmZWXx1VdfUb9+fUaOHIm+vr7YOFgQBEH4NH1mq97J3pTWTH1BKAPTpk1jz549cnNiPhVt2rShbdu2coHE+3J2dqZhw4YsXry41MoUys6VK1fEhrNiw9kKn0dsOFs+n0tZ5Smv7SqrPGXZrtJa9bUwGp2K3hpEEc8PjCqVcj40ESgJFcqnGig9fvwYe3t7rl27VuDmpyVRHgKl1NRULCwsuHjxIg0bNvxo7fgYzM3NGTlyJCNHjgRyFsnYvXu3NFevKFeulNFO64IgCEKFVyaBUufCN7pX1PPfR5RKOR+aGB8iCOWAnp4ef/75Z6kFST4+Pgp/GX/X1q1bUVZWZtiwYaXSFkEQBEEQPhGf2dA7sZiDUKFMmzatVIemfeoiIyOLnWfdunWMGzeO1atXs2DBAoWXLxc+jPI2jOTtPD02/Veh9Dv7/v/l3/XNFa6DR6klbld5y1Ne21VWecpru8oqT3ltV1nlKa/tKqs8Zd0uoXSJHiVB+Aw8efIELy8vtLS0MDExYdGiRTg7O0tDwnKlpKRw6tQpJkyYgI2NDbt27SqybJlMxsqVK+nUqRMaGhpYWloWuidVVlYWAwYMwMLCAg0NDWxtbQkKku/Kj4yMpFmzZmhpaaGvr0/Lli2lJcmnTZtGw4YNWb9+PWZmZmhra/Pjjz+SlZXF3LlzqVatGlWrVmXmzJlyZS5cuJD69eujpaWFqakpP/74o7SXU0EePXrEkCFDMDY2Rl1dnXr16rF//37p/MmTJ2ndujUaGhqYmpoyfPhwabEHQRAEQfjkfGYbzlaclgqCUGKjR48mKiqKffv2cfjwYU6cOMGFCxfypAsODqZLly7o6enx3XffsW7dOoXK9/f3p0ePHsTFxeHl5UWvXr3klox/W3Z2NjVr1mTHjh3Ex8czZcoU/vOf/7B9+3YAXr9+jYeHB23atOHSpUucPn2awYMHy+25lZyczIEDBwgPD2fr1q2sW7eOLl268Oeff3L8+HHmzJnD5MmT5faQUlJSYsmSJVy9epUNGzZw9OhRxo0bV+A1ZWdn06lTJ6Kiovj111+Jj49n9uzZ0rLfycnJuLq60qNHDy5dusS2bds4efIkvr6+Ct0zQRAEQahwPrNASQy9E4RP3JMnT9iwYQNbtmyhffv2QE5AlLthb67s7GxCQkJYunQpAL169WLMmDGkpKQUuVfTt99+y8CBA4GcJb8PHz7M0qVL5ZZtz1WpUiUCAgKk9xYWFpw+fZrt27fj6enJv//+y+PHj+natSu1a9cGwM5OfkWy7Oxs1q9fj46ODnXr1qVt27YkJiZKy7zb2toyZ84cjh07RvPmzQHkes/Mzc35+eefGTp0aL5tBDhy5AjR0dEkJCRgY2MD5CyTnyswMBAvLy+pXGtra5YsWUKbNm1YuXKlGLIoCIIgfHoq0Pyi0lBxQjpBEErk5s2bvHr1imbNmknH9PT0sLW1lUt3+PBhnj59SufOnQGoUqUKHTt2ZP369UXW4eTklOd9QT1KkLOBcePGjTEyMkJbW5tffvmFtLQ0AAwMDPDx8cHFxQU3NzeCgoJIT0+Xy29ubo6Ojo703tjYmLp168rtX2RsbMzdu3el90eOHKF9+/bUqFEDHR0d+vbty/3793n27Fm+bYyNjaVmzZpSkPSuuLg4QkJC0NbWll4uLi5kZ2eTkpJS4LUXJDMzk3///Vfu9fLly2KXIwiCIAhC6RCBkiAIQM4iDg8ePEBDQwMVFRVUVFT4/fff2bBhA9nZ2aVWT2hoKH5+fgwYMIBDhw4RGxvL999/LxcUBAcHc/r0aVq0aMG2bduwsbHhzJkz0vlKlSrJlSmTyfI9ltvu1NRUunbtSoMGDdi5cyfnz59n+fLlAAUGIxoaGoVeR0ZGBkOGDCE2NlZ6xcXFcePGDaknrDgCAwPR09OTe61du7bY5QiCIAjCByOG3gmC8CmxtLSkUqVKxMTEYGZmBuTs23T9+nW+/PJLAO7fv8/evXsJDQ3F3t5eypuVlUWrVq04dOgQrq6uBdZx5swZvL295d47OjrmmzYqKooWLVrw448/SseSk5PzpHN0dMTR0ZGJEyfi5OTEli1b+OKLL4p38f/f+fPnyc7OZsGCBVKvU+6cqII0aNCAP//8k+vXr+fbq9SoUSPi4+OxsrIqUZveNXHiREaPHi13LCkpqVTKFgRBEIRS8ZkNvROBkiB84nR0dOjXrx9jx47FwMCAqlWrMnXqVJSUlKQFEjZt2oShoSGenp5yiyYAdO7cmXXr1hUaKO3YsYMmTZrQqlUrNm/eTHR0dIELQVhbW7Nx40YOHjyIhYUFmzZtIiYmRpoHlZKSwi+//EK3bt2oXr06iYmJ3LhxQy4QKy4rKytevXrF0qVLcXNzIyoqilWrVhWap02bNnz55Zf06NGDhQsXYmVlxbVr15DJZLi6ujJ+/Hi++OILfH19GThwIFpaWsTHx3P48GGWLVtW7DaqqamhpqYmd0xVVbXY5QiCIAiCUDoqTt+XIAgltnDhQpycnOjatSsdOnSgZcuW2NnZSQsOrF+/nq+//jpPkATQo0cP9u3bxz///FNg+QEBAYSGhtKgQQM2btzI1q1bqVu3br5phwwZQvfu3enZsyfNmzfn/v37cr1LmpqaXLt2jR49emBjY8PgwYMZNmwYQ4YMKfH1Ozg4sHDhQubMmUO9evXYvHkzgYGBRebbuXMnTZs2pXfv3tStW5dx48aRlZUF5PQ4HT9+nOvXr9O6dWscHR2ZMmVKnkUyBEEQBOGTIYbeCYJQ0YWEhMi919HRYfPmzdL7p0+fEhAQwODBgwG4dOlSgWV5enri6elZaH3Vq1fn0KFD+Z4zNzfnzZs30ns1NTWCg4MJDg6WS5cbuBgbG7N79+4C68pv0+F3rxfybrY7atQoRo0aJXesb9++BdYDOQtLFLaYRdOmTQu8bsiZG/W2t++DIAiCIFQ4n9nQO9kb8X9uQfjkXbx4kWvXrtGsWTMeP37M9OnTiYyMJCkpiSpVqrxX2TKZjN27d+Ph4VFgGnNzc0aOHJlng9tPnY+PD48ePWLPnj0AODs707BhQxYvXqxQ/itXxE7rgiAIgmLq1av3wevQ6K7Y/opFeb5rQKmU86FVnL4vQRAU4uPjk2/QMn/+fBwcHOjQoQNPnz7lxIkTckFSUlIS/fv3x8zMDDU1NWrUqEH79u3ZvHkzr1+/LsMrEARBEAShPJLJZKXyqijE0DtB+Aw4Ojpy/vz5As9HR0fToUMH7O3tWb58OXXq1AHg3LlzLF++nHr16uHg4JBvXtEp/WFZ2toXnej/u5l4FQCrOor/qph07UqJ8zxRr6lQep0XfwLQZ/sdhevY4lmtxO0qb3nKa7vKKk95bVdZ5Smv7SqrPOW1XWWVp6zb9aFVpCCnNIgeJUH4xD158gQvLy+0tLQwMTFh0aJFODs7S8Pg3rx5g4+PDzY2NkRFReHm5oa1tTXW1tb07t2bkydP0qBBgwLLd3Z2xtfXF19fX/T09KhSpQr+/v6FBlALFy6kfv36aGlpYWpqyo8//khGRoZ0/tatW7i5uVG5cmW0tLSwt7fn999/B3LmHslkMg4ePIijoyMaGhq0a9eOu3fvcuDAAezs7NDV1aVPnz5ym8mGh4fTqlUr9PX1MTQ0pGvXrvkuS/627Oxs5s6di5WVFWpqapiZmTFz5kzp/O3bt/H09ERfXx8DAwPc3d3zzEsSBEEQBKFiEoGSIHziRo8eTVRUFPv27ePw4cOcOHGCCxcuSOdjY2NJSEjAz89P2mPoXUX9grRhwwZUVFSIjo4mKCiIhQsXFrpZqpKSEkuWLOHq1ats2LCBo0ePMm7cOOn8sGHDyMzM5I8//uDy5cvMmTMHbW1tuTKmTZvGsmXLOHXqlBSwLF68mC1bthAWFsahQ4dYunSplP7p06eMHj2ac+fOERERgZKSEl9//XWhm+lOnDiR2bNn4+/vT3x8PFu2bMHY2BiAV69e4eLigo6ODidOnCAqKgptbW1cXV0L3MRWEARBECo0WSm9Kggx9E4QPmFPnjxhw4YNbNmyhfbt2wMQHBwst4T19evXAbC1tZWO3b17F0tLS+n93Llz5ZbwfpepqSmLFi1CJpNha2vL5cuXWbRoEYMGDco3/duLOpibm/Pzzz8zdOhQVqxYAUBaWho9evSgfv36AHJtyfXzzz/TsmVLAAYMGMDEiRNJTk6W0n7zzTccO3aM8ePHAznLnL9t/fr1GBkZER8fn+8E2CdPnhAUFMSyZcvo168fALVr16ZVq1YAbNu2jezsbNauXSsFksHBwejr6xMZGclXX31V4P0SBEEQhIpIDL0TBOGTcfPmTV69ekWzZs2kY3p6enJBUX4MDQ2JjY0lNjYWfX39IntIvvjiC7k/nk5OTty4cUPac+hdR44coX379tSoUQMdHR369u3L/fv3paFyw4cPlwKhqVOn5rt8+dvDAY2NjdHU1JQLqIyNjbl79670/saNG/Tu3RtLS0t0dXUxNzcHcoKy/CQkJJCZmSkFmO+Ki4sjKSkJHR0dtLW10dbWxsDAgBcvXhQ5pC8/mZmZ/Pvvv3Iv0TMlCIIglCef22IOIlAShM+ctbU1AImJidIxZWVlrKyssLKyQkWldDueU1NT6dq1Kw0aNGDnzp2cP3+e5cuXA0iBwcCBA7l58yZ9+/bl8uXLNGnSRG4YHUClSpWkf8tkMrn3ucfeHlbn5ubGgwcPWLNmDWfPnuXs2bNydb5LQ0Oj0OvIyMigcePGUkCZ+7p+/Tp9+vRR8G78T2BgIHp6enKvwoYvCoIgCILwYYlASRA+YZaWllSqVImYmBjp2OPHj6XhdpCzIl6dOnWYP39+ofN1CpMbdOQ6c+YM1tbWKCsr50l7/vx5srOzWbBgAV988QU2Njb89ddfedKZmpoydOhQdu3axZgxY1izZk2J2gZw//59EhMTmTx5Mu3bt8fOzo6HDx8Wmsfa2hoNDQ0iIiLyPd+oUSNu3LhB1apVpaAy96Wnp1fsNk6cOJHHjx/LvQYOHFjscgRBEAThQxE9SoIgfDJ0dHTo168fY8eO5dixY1y9epUBAwagpKQk/aGSyWQEBweTmJhIy5Yt2bdvHzdu3CA+Pp5Vq1Zx7969fAOet6WlpTF69GgSExPZunUrS5cuZcSIEfmmtbKy4tWrVyxdupSbN2+yadMmVq1aJZdm5MiRHDx4kJSUFC5cuMCxY8ews7Mr8X2oXLkyhoaG/PLLLyQlJXH06FFGjx5daB51dXXGjx/PuHHj2LhxI8nJyZw5c4Z163I22/Py8qJKlSq4u7tz4sQJUlJSiIyMZPjw4fz555/FbqOamhq6urpyL1VV1RJdryAIgiB8CCJQEgThk7Jw4UKcnJzo2rUrHTp0oGXLltjZ2aGuri6l+eKLLzh//jy2trYMGzaMunXr0qJFC7Zu3cqiRYv44YcfCq3D29ub58+f06xZM4YNG8aIESMYPHhwvmkdHBxYuHAhc+bMoV69emzevJnAwEC5NFlZWQwbNgw7OztcXV2xsbGRFnooCSUlJUJDQzl//jz16tVj1KhRzJs3r8h8/v7+jBkzhilTpmBnZ0fPnj2leU+ampr88ccfmJmZ0b17d+zs7BgwYAAvXrxAV1e3xG0VBEEQBKF8EKveCcInJiQkRO69jo4Omzdvlt4/ffqUgICAPIGMjY1NnryKqlSpEosXL2blypX5nn93b6FRo0YxatQouWN9+/aV/v3ufKS3OTs759mjycfHBx8fH7lj06ZNY9q0adL7Dh06EB8fL5emqM1ylZSUmDRpEpMmTcr3fLVq1diwYUOB+d+9n5GRkYXWJwiCIAjlWsXpDCoVsjdFfVMQBKFCu3jxIteuXaNZs2Y8fvyY6dOnExkZSVJSElWqVHnv8p2dnWnYsCGLFy9+/8YWIDIykrZt2/Lw4UP09fUJCQlh5MiRPHr06L3KnTZtGitXruTu3bvs3r0bDw+PUmlvablypWx2WhcEQRAqvvy2uiht+l6/lko5jzZ/VyrlfGhi6J0gfAbmz5+Pg4MDHTp04OnTp5w4caJYQZKPjw8ymYyhQ4fmOXfjxg2CgoLy9OiUdwkJCQQEBLB69WrS09Pp1KnTB6vLx8en3AVhgiAIgiAUTgy9E4RPnKOjI+fPn3/vckxNTQkNDWXRokXS0tkvXrzg2bNnmJmZvXf5ZS13ryN3d/dyPbHUqo7ivxAmXbtSLvO8Tx1N+64qIuX/xGwaWuJ6yuv1l1WeGpaKL5by35sJxaqnIly/pa29wnluJl4tVj1lUcfb9ZS3POW1XWWVp6zb9aGV5/9ffgiiR0kQBIU0atQIU1NTdu3aJR3btWsXZmZmODo6Fpk/KioKZ2dnNDU1qVy5Mi4uLtIS3dnZ2QQGBmJhYYGGhgYODg789ttv79Xey5cv065dOzQ0NDA0NGTw4MFkZGQAOUPu3NzcAORWAMzPvn37sLa2Rl1dnbZt27JhwwZkMpk07G/atGk0bNhQLs/ixYulDW2nTZvGhg0b2Lt3r7Taj5irJAiCIFREYtU7QRCEAvTv35/g4GDp/fr16/n++++LzBcbG0v79u2pW7cup0+f5uTJk7i5uZGVlQXkbLa6ceNGVq1axdWrVxk1ahTfffcdx48fL1E7nz59iouLC5UrVyYmJoYdO3Zw5MgRfH19AfDz85OuIz09nfT09HzLSUlJ4ZtvvsHDw4O4uDiGDBlS4MIOBfHz88PT0xNXV1eprhYtWpTougRBEARBKDti6J0gCAr77rvvmDhxIrdu3QJyeolCQ0OL7CGZO3cuTZo0kVvi294+ZxhKZmYms2bN4siRIzg5OQE5G+WePHmS1atX06ZNm2K3c8uWLbx48YKNGzeipaUFwLJly3Bzc2POnDkYGxujr68P5KxcV5DVq1dja2srLSVua2vLlStXmDlzpsJt0dbWRkNDg8zMzELrEgRBEITyriL1BpUGESgJgqAwIyMjunTpQkhICG/evKFLly4KLQoRGxvLt99+m++5pKQknj17RseOHeWOv3z5UqEhfflJSEjAwcFBCpIAWrZsSXZ2NomJiRgbGytUTmJiIk2bNpU71qxZsxK1qSiZmZlkZmbKHXv58uUHqUsQBEEQSuTzipNEoCQIQvH0799fGsK2fPlyhfLkLv6Qn9x5Q2FhYdSoUUPunJqaWglbWXaUlJTy7Mf06tWrYpcTGBhIQECA3LEffviBhUtKvtGuIAiCIJSmz61HScxREgShWFxdXXn58iWvXr3CxcVFoTwNGjQgIiIi33N169ZFTU2NtLQ0rKys5F6mpqYlaqOdnR1xcXE8ffpUOhYVFYWSkhK2trYKl2Nra8u5c+fkjsXExMi9NzIy4s6dO3LBUmxsrFwaVVVVaT5WQSZOnMjjx4/lXgMHDlS4rYIgCIIglC4RKAmCUCzKysokJCQQHx+PsrKyQnkmTpxITEwMP/74I5cuXeLatWusXLmSf/75Bx0dHfz8/Bg1ahQbNmwgOTmZCxcusHTpUjZs2FCiNnp5eaGurk6/fv24cuUKx44d46effqJv374KD7sDGDJkCNeuXWP8+PFcv36d7du3ExISAvzvVzVnZ2fu3bvH3LlzSU5OZvny5Rw4cECuHHNzcy5dukRiYiL//PNPvj1Oampq6Orqyr1UVVVLdP2CIAiC8CGIVe8EQRCKkPtFXlE2NjYcOnSIuLg4mjVrhpOTE3v37kVFJWf074wZM/D39ycwMBA7OztcXV0JCwvDwsKiRO3T1NTk4MGDPHjwgKZNm/LNN9/Qvn17li1bVqxyLCws+O2339i1axcNGjRg5cqV0qp3ucMC7ezsWLFiBcuXL8fBwYHo6Gj8/Pzkyhk0aBC2trY0adIEIyMjoqKiSnRdgiAIgvAxfW6BkpijJAhCkXJ7UQqyZ8+eIsto06ZNgQGCTCZjxIgRjBgxIt/zzs7OckPbfHx88PHxKbS++vXrc/To0QLPe3h45JlblJ9u3brRrVs36f3MmTOpWbMm6urq0rGhQ4cydOhQuXz/+c9/pH8bGRlx6NChIusSBEEQBCF/y5cvZ968edy5cwcHBweWLl1a6AJLixcvZuXKlaSlpVGlShW++eYbAgMD5f7/XRTZG0W+KQiCUGzPnj2jb9++HD58mCdPnvDw4UNpSeqChISEMHLkSLnNTPfs2SPNefHx8eHRo0cKBSaKeLe+0uTs7EzDhg1ZvHhxict49/o/hhUrVtC0aVMMDQ2Jiorip59+wtfXl59//rnIvDKZjN27d+Ph4UFqaioWFhZcvHgxzwa1BblypWx2WhcEQRAqvnr16n3wOqoO2F4q5dxd51ms9Nu2bcPb25tVq1bRvHlzFi9ezI4dO0hMTKRq1ap50m/ZsoX+/fuzfv16WrRowfXr1/Hx8aFXr14sXLhQ4XpFj5IgFKGoLuKpU6cybdq0PMc3bNjAiRMnOHXqFFWqVEFPT++92xIUFKRQL4hQem7cuMHPP//MgwcPMDMzY8yYMUycOPFjN0sQBEEQytzHGja3cOFCBg0aJG1yv2rVKsLCwli/fj0TJkzIk/7UqVO0bNmSPn36ADlzhXv37s3Zs2eLVa8IlAShCOnp6dK/t23bxpQpU0hMTJSOaWtr55svOTkZOzu7Uv2FpzSCrdL28uXLCr3owJs3b8jKypLmS71r0aJFLFq0qIxb9T9WdRT//CRdy+mBqmZeR+E8d1KvlbgeRfMUN/375umz/Y7CebZ45mwCbGFjr3CelOtXi9W2sr7+8pbnfeqwtFX8udxMLN5zed+2ief/eV+/soFic2izHqSUabsqivz2DlRTU8t3W5CXL19y/vx5uR8plZSU6NChA6dPn863/BYtWvDrr78SHR1Ns2bNuHnzJr///jt9+/YtVjvFYg6CUIRq1apJLz09PWQymdyx/AIlZ2dnFixYwB9//IFMJsPZ2RmAhw8f4u3tTeXKldHU1KRTp07cuHFD4bb4+Pjg4eEhvc/Ozmbu3LlYWVmhpqaGmZkZM2fOBCAyMhKZTCY3rC42NhaZTEZqamq+5ScnJ+Pu7o6xsTHa2to0bdqUI0eOyKUxNzdnxowZeHt7o6ury+DBgwtsb3Z2NuPGjcPAwIBq1arl6Xl79OgRAwcOxMjICF1dXdq1a0dcXFyR1x8QECDlGTp0qNzGrNnZ2QQGBmJhYYGGhgYODg789ttv0vnc+3LgwAEaN26MmpoaJ0+ezLe+P//8k969e2NgYICWlhZNmjSR+zVq7969NGrUCHV1dSwtLQkICOD169cFtl8QBEEQKrLSWswhMDAQPT09uVdgYGC+df7zzz9kZWXlWbXW2NiYO3fy/2GsT58+TJ8+nVatWlGpUiVq166Ns7Oz3PxhRYhASRA+gF27djFo0CCcnJxIT09n165dQM4X/XPnzrFv3z5Onz7Nmzdv6Ny5c4k2KIWcZbdnz56Nv78/8fHxbNmypVjLX78rIyODzp07ExERwcWLF3F1dcXNzY20tDS5dPPnz8fBwYGLFy/i7+9fYHkbNmxAS0uLs2fPMnfuXKZPn87hw4el899++y13797lwIEDnD9/nkaNGtG+fXsePHhQYJkREREkJCQQGRnJ1q1b2bVrl9xGrYGBgWzcuJFVq1Zx9epVRo0axXfffcfx48flypkwYQKzZ88mISGBBg0a5Hsv2rRpw3//+1/27dtHXFwc48aNIzs7G4ATJ07g7e3NiBEjiI+PZ/Xq1YSEhEiBqiAIgiB8akorUMpv78DSHNYeGRnJrFmzWLFiBRcuXGDXrl2EhYUxY8aMYpUjht4JwgdgYGCApqYmqqqqVKuWM7Tnxo0b7Nu3j6ioKFq0aAHA5s2bMTU1Zc+ePXz77bfFquPJkycEBQWxbNky+vXrB0Dt2rVp1apVidvt4OCAg4OD9H7GjBns3r2bffv24evrKx1v164dY8aMKbK8Bg0aMHXqVACsra1ZtmwZERERdOzYkZMnTxIdHc3du3elrvb58+ezZ88efvvttwJ7qlRVVVm/fj2amprY29szffp0xo4dy4wZM3j16hWzZs3iyJEjODk5AWBpacnJkydZvXo1bdq0kcqZPn06HTt2LLDtW7Zs4d69e8TExGBgYACAlZWVdD4gIIAJEyZI997S0pIZM2Ywbtw46ZoFQRAEQciroGF2+alSpQrKysr8/fffcsf//vtv6TvWu/z9/enbt6+0cXv9+vV5+vQpgwcPZtKkSSgpKdZXJAIlQSgjCQkJqKio0Lx5c+mYoaEhtra2JCQklKi8zMxM2rdvX2ptzMjIYNq0aYSFhZGens7r1695/vx5nh6lJk2aKFTeuz01JiYm3L17F4C4uDgyMjIwNDSUS/P8+XOSk5MLLNPBwQFNTU3pvZOTExkZGdy+fZuMjAyePXuWJwB6+fIljo6OxbqG2NhYHB0dpSDpXXFxcURFRcn1IGVlZfHixQuePXsm10ZF5Dde++0hhYIgCILwsX2MxRxUVVVp3LgxERER0vSD7OxsIiIi5H7EfduzZ8/yBEPKysoAxVoUSwRKglBBaWhoFHo+9w/E238Qihri5+fnx+HDh5k/fz5WVlZoaGjwzTff5PnCrqWlpVAbK1WqJPdeJpNJQ9cyMjIwMTEhMjIyT76illEvSEZGBgBhYWHUqFFD7ty7v1wVdQ1F3d+MjAwCAgLo3r17nnPF2aMhV2BgoNwQQoAffviBhUtWFLssQRAEQfggPtJesaNHj6Zfv340adKEZs2asXjxYp4+fSqtguft7U2NGjWkeU5ubm4sXLgQR0dHmjdvTlJSEv7+/ri5uUkBkyJEoCQIZcTOzo7Xr19z9uxZaejd/fv3SUxMpG7dusUuz9raGg0NDSIiIqSu5bcZGRkBOav2Va5cGaDI/YiioqLw8fHh66+/BnKCgYIWfnhfjRo14s6dO6ioqGBubq5wvri4OJ4/fy4FMmfOnEFbWxtTU1MMDAxQU1MjLS1NbphdSTRo0IC1a9fy4MGDfHuVGjVqRGJiotxwvPcxceJERo8eLXcsKSmpVMoWBEEQhNLwsZYH79mzJ/fu3WPKlCncuXOHhg0bEh4eLs3LTktLk+tBmjx5MjKZjMmTJ/Pf//4XIyMj3Nzcij2PWARKglBGrK2tcXd3Z9CgQaxevRodHR0mTJhAjRo1cHd3L3Z56urqjB8/nnHjxqGqqkrLli25d+8eV69eZcCAAVhZWWFqasq0adOYOXMm169fZ8GCBUW2cdeuXbi5uSGTyfD395d6gEpbhw4dcHJywsPDg7lz52JjY8Nff/1FWFgYX3/9dYFD416+fMmAAQOYPHkyqampTJ06FV9fX5SUlNDR0cHPz49Ro0aRnZ1Nq1atePz4MVFRUejq6krziRTRu3dvZs2ahYeHB4GBgZiYmHDx4kWqV6+Ok5MTU6ZMoWvXrpiZmfHNN9+gpKREXFwcV65cUWgz2nflN167Ii+7LgiCIAilydfXt8Chdu+OTlFRUWHq1KnvPWdYrHonCGUoODiYxo0b07VrV5ycnHjz5g2///57niFqivL392fMmDFMmTIFOzs7evbsKc0BqlSpElu3buXatWs0aNCAOXPmFPkFfuHChVSuXJkWLVrg5uaGi4sLjRo1KlHbiiKTyfj999/58ssv+f7777GxsaFXr17cunWr0JX72rdvj7W1NV9++SU9e/akW7ducsuOz5gxA39/fwIDA7Gzs8PV1ZWwsDAsLBTb8yKXqqoqhw4domrVqnTu3Jn69esze/ZsqcvexcWF/fv3c+jQIZo2bcoXX3zBokWLqFWrVonuhyAIgiCUd6W16l1FIXtTnBlNgiAIH5GPjw+PHj1iz549H7spZeLKlYq1gaAgCILw8ZTmBvcFMR22t1TKub28+CNpPoZy0aMkk8nK7Ref/Dbt/FyFhIQoNMm+vD7P4rbrQz778nqPykpqaioymUyaM1WSe/3u5ruCIAiCIAilqUznKE2bNo09e/bkmVD+9mTz0hAZGUnbtm15+PBhiVfPKq6LFy8ya9Ys/vjjDx4/foypqSnOzs6MHTsWGxsbUlNT5Yb+aGtrY2ZmhrOzMyNHjsTa2jrfcqOiomjTpg316tUrciL+h9azZ086d+4svS+r5ynkrzR6V0JCQqQVYwqSkpJSrMUWhNJlVUfxXwiTruX0QFnY2CucJ+X6VQA0jGsrnOf538nFaltuu0pyLSXJU7O2ncJ5/kzOWZrfc8tfCufZ3qd6sdpW1tdf3vK8Tx0l+Sx/Stf/KeQpr+163zw6Jvl/b3vXk/QbZdquD67ijJorFeWiR6latWoKbzpVHu3fv58vvviCzMxMNm/eTEJCAr/++it6enr4+/vLpT1y5Ajp6enExcUxa9YsEhIScHBwICIiIk+5jx49wtvbu1T3yXkfGhoaVK1atch0Ff15fk569uxJenq69HJycmLQoEFyx0xNTT92MyUhISGfdU+cIAiCIHxMn9scpWIFSuHh4bRq1Qp9fX0MDQ3p2rVrno0h//zzT3r37o2BgQFaWlo0adKEs2fPEhISQkBAAHFxcdJNCgkJAeSHIbVo0YLx48fLlXnv3j0qVarEH3/8AcCmTZto0qQJOjo6VKtWjT59+kgT2FNTU2nbti0AlStXRiaT4ePjA+RsThUYGIiFhQUaGho4ODjw22+/ydX1+++/Y2Njg4aGBm3bti1yaeRnz57x/fff07lzZ/bt20eHDh2wsLCgefPmzJ8/n9WrV8ulNzQ0pFq1alhaWuLu7s6RI0do3rw5AwYMICsrSy7t0KFD6dOnD05OToW2IZe5uTkzZsygd+/eaGlpUaNGDZYvXy6XJi0tDXd3d7S1tdHV1cXT01Nup+O4uDjatm2Ljo4Ourq6NG7cmHPnzgHyQ+9K83lmZmbi5+dHjRo10NLSonnz5vnurVOYmJgYOnbsSJUqVdDT06NNmzZcuHChwPS5Q79CQ0Np0aIF6urq1KtXj+PHj+dJe/78eZo0aYKmpiYtWrQgMTFROpecnIy7uzvGxsZoa2vTtGlTjhw5olCb09PT6dSpExoaGlhaWub5LN6+fRtPT0/09fUxMDDA3d1d+jxOmzaNDRs2sHfvXun+596z8ePHY2Njg6amJpaWlvj7+xe4f5KGhgbVqlWTXqqqqmhqasodK2i/gatXr9K1a1d0dXXR0dGhdevWcn8P1q5di52dHerq6tSpU4cVKz7MfkDz58/HxMQEQ0NDhg0bJnet+Q1x1NfXlz6ruZ+D7du307p1azQ0NGjatCnXr18nJiaGJk2aoK2tTadOnbh3755UhiKfN5lMxtq1a/n666/R1NTE2tqaffv2fZB7IAiCIAhC6StWoPT06VNGjx7NuXPniIiIQElJia+//lpuA8k2bdrw3//+l3379hEXF8e4cePIzs6mZ8+ejBkzBnt7e+mX6p49e+apw8vLi9DQULlNMrdt20b16tVp3bo1kLNp5owZM4iLi2PPnj2kpqZKwZCpqSk7d+4EIDExkfT0dIKCgoCcDR03btzIqlWruHr1KqNGjeK7776Tvhzfvn2b7t274+bmRmxsLAMHDmTChAmF3pODBw/yzz//MG7cuHzPFzX0T0lJiREjRnDr1i3Onz8vHQ8ODubmzZvFXtZw3rx5ODg4cPHiRSZMmMCIESM4fPgwkBMouru78+DBA44fP87hw4e5efOm3HPw8vKiZs2axMTEcP78eSZMmJDvimyl+Tx9fX05ffo0oaGhXLp0iW+//RZXV1du3Lih8HU/efKEfv36cfLkSc6cOYO1tTWdO3fmyZMnheYbO3YsY8aM4eLFizg5OeHm5sb9+/fl0kyaNIkFCxZw7tw5VFRU6N+/v3QuIyODzp07ExERwcWLF3F1dcXNzY20tLQi2+zv70+PHj2Ii4vDy8uLXr16kZCQMwzo1atXuLi4oKOjw4kTJ4iKikJbWxtXV1devnyJn58fnp6euLq6Svc/d28mHR0dQkJCiI+PJygoiDVr1rBo0SKF76Ui/vvf//Lll1+ipqbG0aNHOX/+PP379+f169cAbN68mSlTpjBz5kwSEhKYNWsW/v7+bNiwoVTbcezYMZKTkzl27BgbNmwgJCRECoKKY+rUqUyePJkLFy6goqJCnz59GDduHEFBQZw4cYKkpCSmTJkipVf08xYQEICnpyeXLl2ic+fOeHl58eDBg/e9bEEQBEH4KD63HqVizVHq0aOH3Pv169djZGREfHw89erVY8uWLdy7d4+YmBhpg8a3N2PU1tZGRUWFatWqFViHp6cnI0eO5OTJk9IX6S1bttC7d2/pxr79RdXS0pIlS5bQtGlTMjIy0NbWluquWrWqFKhkZmYya9Ysjhw5IvXQWFpacvLkSVavXk2bNm1YuXIltWvXlvaasbW15fLly8yZM6fA9uZ+ma9Tp07RN7AAuXlTU1Np1qwZN27cYMKECZw4cQIVleJNI2vZsqUU3NnY2BAVFcWiRYvo2LEjERERXL58mZSUFGk41caNG7G3tycmJoamTZuSlpbG2LFjpTYVNHdKQ0OjVJ5nWloawcHBpKWlUb16zrh/Pz8/wsPDCQ4OZtasWQpdd7t27eTe//LLL+jr63P8+HG6du1aYD5fX1/pc71y5UrCw8NZt26dXOA7c+ZMafPSCRMm0KVLF168eIG6ujoODg44ODhIaWfMmMHu3bvZt29fgWv95/r222+ljWJnzJjB4cOHWbp0KStWrGDbtm1kZ2ezdu1a6XMfHByMvr4+kZGRfPXVV2hoaJCZmZnn/k+ePFn6t7m5OX5+foSGhhYYzJfE8uXL0dPTIzQ0VAqkbWxspPNTp05lwYIFdO/eHQALCwvi4+NZvXp1sfYyKkrlypVZtmwZysrK1KlThy5duhAREcGgQYOKVY6fnx8uLi4AjBgxgt69exMREUHLli0BGDBggFwApujnzcfHh969ewMwa9YslixZQnR0NK6urnnakJmZSWZmptyxly9fFus6BEEQBOFDqkhBTmkoVo/SjRs36N27N5aWlujq6koTvHN/PY+NjcXR0THfXewVZWRkxFdffcXmzZuBnInkp0+fxsvLS0pz/vx53NzcMDMzQ0dHR/oSW9iv+ElJSTx79oyOHTuira0tvTZu3CgNF0pISKB58+Zy+Yoa9lYaq6vnliGTycjKyqJPnz4EBATIffF82+bNm+Wu4cSJEwW218nJSeqlSEhIwNTUVG7OSd26ddHX15fSjB49moEDB9KhQwdmz56dZ2hlcRX1PC9fvkxWVhY2NjZy13T8+PFi1f33338zaNAgrK2t0dPTQ1dXl4yMjCJ7dt6+XyoqKjRp0kS6F7kaNGgg/dvExARAGuqZkZGBn58fdnZ26Ovro62tTUJCglTvrFmz5K7r7fYU9qzi4uJISkpCR0dHymtgYMCLFy+KvC/btm2jZcuWVKtWDW1tbSZPnqxQD1dxxMbG0rp163x7G58+fUpycjIDBgyQu/aff/75vT9P77K3t5cbGmhiYiI9m+J4+xnn7uFUv359uWNvl6vo5+3tcrW0tNDV1S2wfYGBgejp6cm91q5dW+xrEQRBEAShdBSru8LNzY1atWqxZs0aqlevTnZ2NvXq1ZN+9dTQ0CiVRnl5eTF8+HCWLl3Kli1bqF+/vvSl5enTp7i4uODi4sLmzZsxMjIiLS0NFxeXQn99zcjIACAsLIwaNWrInXufhQdyg5lr164pPJfoXblfji0sLHjy5Annzp3j4sWLUo9EdnY2b968QUVFhUOHDtGtWze5gO7d63kf06ZNo0+fPoSFhXHgwAGmTp1KaGgoX3/9dYnLLOx5ZmRkoKyszPnz5/PMhdHW1la4jn79+nH//n2CgoKoVasWampqODk5lcov8m8HA7m/pOQON/Xz8+Pw4cPMnz8fKysrNDQ0+Oabb6R6hw4diqenp5Q/t9esKBkZGTRu3FgKMN9mZGRUYL7cIDQgIAAXFxep1ye3l7S0FPbfeu5/a2vWrMnzw0NB851K6t1ATSaTSc8m9/27P2bkN18rv2f87rG3y1X081ZU+942ceJERo8eLXcsKSkp37SCIAiC8DF8bj1KCgdK9+/fJzExkTVr1khDqE6ePCmXpkGDBqxdu5YHDx7k26ukqqqaZ8GC/Li7uzN48GDCw8PZsmUL3t7e0rlr165x//59Zs+eLfWM5C428HY9gFxddevWRU1NjbS0NKkH6l12dnZ5JlufOXOm0LZ+9dVXVKlShblz57J79+485x89elToPKXs7GyWLFmChYUFjo6OyGQyLl++LJdmxYoVHD16lN9++w0LCwu0tLTQ0dHJt7x323vmzBns7Oyk67t9+za3b9+W7l18fDyPHj2ibt26Uh4bGxtsbGwYNWoUvXv3Jjg4ON9AqTSep6OjI1lZWdy9e1f6XJVEVFQUK1askJYvv337Nv/880+R+c6cOcOXX34JwOvXrzl//nyRQ+berdfHx0e6PxkZGXILgBgYGBTYw3rmzBm5e3HmzBkcHR0BaNSoEdu2baNq1aro6urmmz+/+3/q1Clq1arFpEmTpGO3bt1S+HoU1aBBAzZs2MCrV6/yBAPGxsZUr16dmzdvyvUEfwxGRkakp6dL72/cuMGzZ8/eu9ySft4Ko6amludHm9y/ZYIgCIJQLnxecZLiQ+8qV66MoaEhv/zyC0lJSRw9ejTPr5+9e/emWrVqeHh4EBUVxc2bN9m5cyenT58GcuZLpKSkEBsbyz///JNnPH4uLS0tPDw88Pf3JyEhQRrjD2BmZoaqqipLly7l5s2b7Nu3jxkzZsjlr1WrFjKZjP3793Pv3j0yMjLQ0dHBz8+PUaNGsWHDBpKTk7lw4QJLly6VJpgPHTqUGzduMHbsWBITE9myZUuRE8O1tLRYu3YtYWFhdOvWjSNHjpCamsq5c+cYN24cQ4cOlUt///597ty5I7W9Q4cOREdHs27dOpSVlVFSUqJevXpyr6pVq0qrsmlpaRXanqioKObOncv169dZvnw5O3bsYMSIEQB06NCB+vXr4+XlxYULF4iOjsbb25s2bdrQpEkTnj9/jq+vL5GRkdy6dYuoqChiYmKkQOtdpfE8bWxs8PLywtvbm127dpGSkkJ0dDSBgYGEhYUVeq1vs7a2ZtOmTSQkJHD27Fm8vLwU6uFcvnw5u3fv5tq1awwbNoyHDx/KzYFTpN5du3YRGxtLXFwcffr0KbDH4F07duxg/fr1XL9+nalTpxIdHS0FaV5eXlSpUgV3d3dOnDhBSkoKkZGRDB8+nD///BPIuf+XLl0iMTGRf/75h1evXmFtbU1aWhqhoaEkJyezZMmSfAP49+Xr68u///5Lr169OHfuHDdu3GDTpk3SioABAQEEBgayZMkSrl+/zuXLlwkODmbhwoWl3pbCtGvXjmXLlnHx4kXOnTvH0KFD8x0uWFwl/bwJgiAIQkX2uS3moHCgpKSkRGhoKOfPn6devXqMGjWKefPmyaVRVVXl0KFDVK1alc6dO1O/fn1mz54tDbfp0aMHrq6utG3bFiMjI7Zu3VpgfV5eXsTFxdG6dWvMzMyk40ZGRoSEhLBjxw7q1q3L7NmzmT9/vlzeGjVqEBAQwIQJEzA2Npa+fM6YMQN/f38CAwOxs7PD1dWVsLAwaSNYMzMzdu7cyZ49e3BwcGDVqlUKLSbg7u7OqVOnqFSpEn369KFOnTr07t2bx48f8/PPP8ul7dChAyYmJtSvX58JEyZgZ2fHpUuXpCXN39eYMWM4d+4cjo6O/PzzzyxcuFCapC6Tydi7dy+VK1fmyy+/pEOHDlhaWrJt2zYgZ1jU/fv38fb2xsbGBk9PTzp16kRAQEC+dZXG84ScRQq8vb0ZM2YMtra2eHh4EBMTI5fu7eXH87Nu3ToePnxIo0aN6Nu3L8OHD1doz6fZs2cze/ZsHBwcOHnyJPv27aNKlSpF5su1cOFCKleuTIsWLXBzc8PFxYVGjRoplDcgIIDQ0FAaNGjAxo0b2bp1q9Szp6mpyR9//IGZmRndu3fHzs6OAQMG8OLFC6mHadCgQdja2tKkSROMjIyIioqiW7dujBo1Cl9fXxo2bMipU6fy7OVVGgwNDTl69Ki00mXjxo1Zs2aNFIQMHDiQtWvXEhwcTP369WnTpg0hISFymy4XpahnrogFCxZgampK69at6dOnD35+fmhqar5XmVDyz5sgCIIgCBWH7E1prEYglAvm5uaMHDmSkSNHfuymlKqUlBRsbGyIj48vcBW+4kpNTcXCwoKLFy/SsGHDUilTKD0f4plXRFeulNFO64IgCEKFV69evQ9eR+0xB0qlnOQFnUqlnA+tWKveCcLH8PvvvzN48OBP8guzubk5ixcvLtM6czdZjY2NLVa+smqrs7Mz/fv3L/SZK3oNzs7OH/WHg3fr/xjPWxAEQRBKi0xWOq+Konib9AjCRzBs2LCP3YT3FhISwsiRI3n06JHc8ZiYmCLnnX2OHBwcCg0oTE1NSU9Pl4ZJRkZG0rZtWx4+fCi3eMquXbtKZU7Sx2RVR/FfCJOuXSmXecpru943T7tF8QqlPzqqbpm2q7zlKet2Va1lq3Ceu7cSP3jbyutzeTuPfo38tyPJz6P/Xi9WPRXh+j+l5y+ULhEofULeXm1NKJy5uXmp7IH1vgpb6lvI38uXL1FVVS10o+Nc77OnmyAIgiAI8irSQgylQQy9E8q17Oxs5s6di5WVFWpqapiZmTFz5kzp/OXLl2nXrh0aGhoYGhoyePBgaR8fAB8fHzw8PJg/fz4mJiYYGhoybNgwaS+d//znP3n2+oGcHo3p06dL79euXYudnR3q6urUqVOHFStWSOdyh4Ht2rWLtm3boqmpiYODg7TaY2RkJN9//z2PHz+WVnuZNm0akHcoVlpaGu7u7mhra6Orq4unpyd///23dH7atGk0bNiQTZs2YW5ujp6eHr169eLJkydSmvDwcFq1aoW+vj6GhoZ07dq12Bu93r17Fzc3NzQ0NLCwsMh3P6dHjx4xcOBAjIyM0NXVpV27dsTFxRWrrU+fPsXb2xttbW1MTEzy3e/J3NycGTNm4O3tja6uLoMHD5YbepeamiothlK5cmVkMhk+Pj5A3qFvmZmZjB8/HlNTU9TU1LCysmLdunUF3oei0l+5coVOnTqhra2NsbExffv2fe9lwgVBEAShvPrcht6JQEko1yZOnMjs2bPx9/cnPj6eLVu2YGxsDPxv8+HKlSsTExPDjh07OHLkSJ59kI4dO0ZycjLHjh1jw4YNhISESKupeXl5ER0dLRdIXL16lUuXLtGnTx8ANm/ezJQpU5g5cyYJCQnMmjULf39/aVn5XJMmTcLPz4/Y2FhsbGzo3bs3r1+/pkWLFixevBhdXV3S09NJT0/Hz88vz7VmZ2fj7u7OgwcPOH78OIcPH+bmzZv07NlTLl1ycjJ79uxh//797N+/n+PHjzN79mzp/NOnTxk9ejTnzp0jIiICJSUlvv76a4WXLYecAPP27dscO3aM3377jRUrVnD37l25NN9++y13797lwIEDnD9/nkaNGtG+fXsePHigcFvHjh3L8ePH2bt3L4cOHSIyMpILFy7kac/8+fNxcHDg4sWLeVbxMzU1ZefOnQAkJiaSnp5OUFBQvtfl7e3N1q1bWbJkCQkJCaxevbrQjY0LS//o0SPatWuHo6Mj586dIzw8nL///ltug2FBEARBECouMfROKLeePHlCUFAQy5Yto1+/fgDUrl2bVq1aAbBlyxZevHjBxo0bpXk+y5Ytw83NjTlz5kgBVeXKlVm2bBnKysrUqVOHLl26EBERwaBBg7C3t8fBwYEtW7ZIX8A3b95M8+bNsbKyAmDq1KksWLCA7t27A2BhYUF8fDyrV6+W2gXg5+dHly5dgJylv+3t7UlKSqJOnTro6ekhk8kKHS4WERHB5cuXSUlJkTYE3rhxI/b29sTExNC0aVMgJ6AKCQmRNh3u27cvERERUk9bjx495Mpdv349RkZGxMfHK7QizvXr1zlw4ADR0dFSnevWrZPbT+vkyZNER0dz9+5daZPU+fPns2fPHn777TcGDx5cZFszMjJYt24dv/76K+3btwdgw4YN1KxZM0+b2rVrx5gxY6T3bw8zVVZWlobYVa1atcANnq9fv8727ds5fPgwHTp0AMDS0rLQ+1BY+mXLluHo6Ci3hcD69esxNTXl+vXr2NgoPuYfcnqv3t2L7OXLl8UqQxAEQRA+JDH0ThDKiYSEBDIzM6Uv0fmdd3BwkFsMoWXLlmRnZ0sbnwLY29tLe3kBmJiYyPWOeHl5sWXLFgDevHnD1q1b8fLyAnJ6Z5KTkxkwYADa2trS6+eff84znK1BgwZydQB5emGKul5TU1MpSAKoW7cu+vr6JCQkSMfMzc2lwCO/67lx4wa9e/fG0tISXV1dzM3NgZxhfYq2Q0VFhcaNG0vH6tSpIxeAxMXFkZGRgaGhodx9SUlJkbsvhbU1OTmZly9fyg19NDAwwNY270TsJk2aKNT2wsTGxqKsrEybNm1KJX1cXBzHjh2Tu/46deoAFHuoI0BgYCB6enpyr7Vr1xa7HEEQBEH4UD63oXeiR0kotzQ0NEqlnHdXPZPJZHLD0Hr37s348eO5cOECz58/5/bt29Jwt9z5TmvWrMkzl+nt4OvdenJ/cSnOcDdFFXU9bm5u1KpVizVr1lC9enWys7OpV69eqfZOZGRkYGJiQmRkZJ5zbwdURbVVUaWxMmBxP09Fpc/IyJB6L9+VGygXx8SJExk9erTcsaSkpGKXIwiCIAhC6RCBklBuWVtbo6GhQUREBAMHDsxz3s7OjpCQEJ4+fSp9kY6KikJJSSnfXomC1KxZkzZt2rB582aeP39Ox44dqVq1KgDGxsZUr16dmzdvSr1MJaGqqkpWVlahaezs7Lh9+za3b9+WepXi4+N59OgRdevWVaie+/fvk5iYyJo1a2jdujWQM0yuOOrUqcPr1685f/68NPQuMTFRbmnzRo0acefOHVRUVKQeq+KqXbs2lSpV4uzZs5iZmQHw8OFDrl+/rnCvTy5VVVWAQu9x/fr1yc7O5vjx49JQusIUlb5Ro0bs3LkTc3NzVFTe/0+pmpqaNIwxV+51CYIgCEJ5oKRUgbqDSoEYeieUW+rq6owfP55x48axceNGkpOTOXPmjLTqmJeXF+rq6vTr148rV65w7NgxfvrpJ/r27SvNT1KUl5cXoaGh7NixI09AFBAQQGBgIEuWLOH69etcvnyZ4OBgFi5cqHD55ubmZGRkEBERwT///MOzZ8/ypOnQoQP169fHy8uLCxcuEB0djbe3N23atFF46FnlypUxNDTkl19+ISkpiaNHj+bppSiKra0trq6uDBkyhLNnz3L+/HkGDhwo18PSoUMHnJyc8PDw4NChQ6SmpnLq1CkmTZrEuXPnFKpHW1ubAQMGMHbsWI4ePcqVK1fw8fFBSan4f5Zq1aqFTCZj//793Lt3T27lw1zm5ub069eP/v37s2fPHlJSUoiMjGT79u35lllU+mHDhvHgwQN69+5NTEwMycnJHDx4kO+//77IoFgQBEEQKqLPbeidCJSEcs3f358xY8YwZcoU7Ozs6NmzpzTHRVNTk4MHD/LgwQOaNm3KN998Q/v27Vm2bFmx6/nmm2+4f/8+z549w8PDQ+7cwIEDWbt2LcHBwdSvX582bdoQEhKChYWFwuW3aNGCoUOH0rNnT4yMjJg7d26eNDKZjL1791K5cmW+/PJLOnTogKWlJdu2bVO4HiUlJUJDQzl//jz16tVj1KhRzJs3T+H8uYKDg6levTpt2rShe/fuDB48WOply23r77//zpdffsn333+PjY0NvXr14tatW8UKUufNm0fr1q1xc3OjQ4cOtGrVSm5ulKJq1KhBQEAAEyZMwNjYOM/Kh7lWrlzJN998w48//kidOnUYNGgQT58+LbDcwtJXr16dqKgosrKy+Oqrr6hfvz4jR45EX1+/RMGeIAiCIJR3uducvO+ropC9KQ+7bgqCIAh5XLkidloXBEEQFKPIyrbvXcfkw6VSzpWfO5ZKOR+a+NlTEErBuxubfii5G+gWRSaTsWfPnlIp60N5t/7i3sO3N50VBEEQBOHD+9yG3onFHAThE5Senk7lypWBnIDCwsKCixcv0rBhQylNUFAQokO5/LOqo/gvhEnXrpTLPOW1Xe+bp5aVYous3EqKB6Cp/xmF64iZ8UWJ21Xe8pTXdpVVnvLarrfzWNjYK5wn5frVYtVTEa7/U3r+H1pFGjZXGkSgJAifkJcvX6Kqqlroxra59PT0yqBFgiAIgiAIFZMYeicIxfT06VO8vb3R1tbGxMSEBQsW5EmTmZmJn58fNWrUQEtLi+bNm8vtORQSEoK+vj4HDx7Ezs4ObW1tXF1dSU9Pl9JkZWUxevRo9PX1MTQ0ZNy4cXl6gJydnfH19WXkyJFUqVIFFxcXQH7oXe6iE46OjshkMpydnYG8Q9+ys7OZO3cuVlZWqKmpYWZmxsyZMwu8D0Wlv337Np6enujr62NgYIC7uzupqamK3OJiuXnzJm3btkVTUxMHBwdOnz4tnZs2bZpcLxrA4sWL5ZY0z70Ps2bNwtjYGH19faZPn87r168ZO3YsBgYG1KxZk+DgYLlyxo8fj42NDZqamlhaWuLv78+rV6/y1L1p0ybMzc3R09OjV69ePHnypNTvgSAIgiCUhc9tMQcRKAlCMY0dO5bjx4+zd+9eDh06RGRkJBcuXJBL4+vry+nTpwkNDeXSpUt8++23uLq6cuPGDSnNs2fPmD9/Pps2beKPP/4gLS0NPz8/6fyCBQsICQlh/fr1nDx5kgcPHrB79+487dmwYQOqqqpERUWxatWqPOejo6MBOHLkCOnp6ezatSvf65o4cSKzZ8/G39+f+Ph4tmzZUugKdoWlf/XqFS4uLujo6HDixAmioqKkYLA0N74FmDRpEn5+fsTGxmJjY0Pv3r15/fp1sco4evQof/31F3/88QcLFy5k6tSpdO3alcqVK3P27FmGDh3KkCFD+PPPP6U8Ojo6hISEEB8fT1BQEGvWrGHRokVy5SYnJ7Nnzx7279/P/v37OX78OLNnzy6V6xYEQRCEsibmKAmCUKCMjAzWrVvHr7/+Svv27YGcQKVmzZpSmrS0NIKDg0lLS6N69eoA+Pn5ER4eTnBwMLNmzQJygolVq1ZRu3ZtICe4mj59ulTO4sWLmThxIt27dwdg1apVHDx4ME+brK2t811uPJeRkREAhoaGBQ7Je/LkCUFBQSxbtox+/foBORvCtmrVqkTpt23bRnZ2NmvXrpV+OQoODkZfX5/IyEi++uqrAttbXH5+fnTp0gXI2fPK3t6epKQk6tSpo3AZBgYGLFmyRNqseO7cuTx79oz//Oc/wP+CwpMnT9KrVy8AJk+eLOU3NzfHz8+P0NBQxo0bJx3Pzs4mJCQEHR0dAPr27UtERES+PXWZmZlkZmbKHSvtoFIQBEEQBMWJQEkQiiE5OZmXL1/SvHlz6ZiBgQG2trbS+8uXL5OVlYWNjY1c3szMTAwNDaX3mpqaUpAEYGJiIu0R9fjxY9LT0+XqUVFRoUmTJnmG35Vk36F3JSQkkJmZKQV/75s+Li6OpKQkKUDI9eLFC5KTk9+7vW9r0KCB9G8TExMA7t69W6xAyd7eXm7vI2NjY7llVpWVlTE0NJSeD+QEg0uWLCE5OZmMjAxev36Nrq6uXLnm5uZy9+DtZ/yuwMBAAgIC5I798MMPLFyyQuHrEARBEIQPqSINmysNIlAShFKWkZGBsrIy58+fR1lZWe6ctra29O9KlSrJnZPJZCVahU5LS6tkDX2LhoZGqabPyMigcePGbN68Oc+53B6u0vL2fcz9A56dnQ3kbMD77j19ex5RfmXklpPfsdxyT58+jZeXFwEBAbi4uKCnp0doaGie+WqFlfGuiRMnMnr0aLljSUlJ+aYVBEEQhI/hM4uTxBwlQSiO2rVrU6lSJc6ePSsde/jwIdevX5feOzo6kpWVxd27d7GyspJ7KbIaHeSsSGdiYiJXz+vXrzl//nyx26yqqgrkLA5REGtrazQ0NIiIiFCozKLSN2rUiBs3blC1atU896AsV9szMjLizp07csFSaey7dOrUKWrVqsWkSZNo0qQJ1tbW3Lp1673KVFNTQ1dXV+6V++wEQRAEQSh7IlAShGLQ1tZmwIABjB07lqNHj3LlyhV8fHzkhm3Z2Njg5eWFt7c3u3btIiUlhejoaAIDAwkLC1O4rhEjRjB79mz27NnDtWvX+PHHH3n06FGx21y1alU0NDQIDw/n77//5vHjx3nSqKurM378eMaNG8fGjRtJTk7mzJkzrFu3Lt8yi0rv5eVFlSpVcHd358SJE6SkpBAZGcnw4cPlFkT40Jydnbl37x5z584lOTmZ5cuXc+DAgfcu19ramrS0NEJDQ0lOTmbJkiX5LrQhCIIgCJ8SseqdIAiFmjdvHq1bt8bNzY0OHTrQqlWrPPOEgoOD8fb2ZsyYMdja2uLh4UFMTAxmZmYK1zNmzBj69u1Lv379cHJyQkdHh6+//rrY7VVRUWHJkiWsXr2a6tWr4+7unm86f39/xowZw5QpU7Czs6Nnz54FzqcpKr2mpiZ//PEHZmZmdO/eHTs7OwYMGMCLFy/yzOMpyLRp0+SW8S4JOzs7VqxYwfLly3FwcCA6OlpuZcGS6tatG6NGjcLX15eGDRty6tQp/P3937tcQRAEQSjPPrdV72RvSjIpQhAE4QPr168fMpmMkJCQj92Uj+bKlbLZaV0QBEGo+N5ehOhDaTozslTKiZnkXCrlfGiiR0kQFJTf5qUl8e5GryWRu2FtrpK07e1NaT+Ed6/T2dmZkSNHKpT3zZs3REZGMmPGDLnjd+7coWPHjmhpacldvyAIgiAIQmkTq94JwgeSmpqKhYUFFy9eLJUAqzB+fn789NNPH7SOsiSTyfJdHGHRokWkp6cTGxtb6otCREZG0rZtWx4+fFiugjCrOor/Qph07Uq5zFNe21VWed6njqZ+hxTOEzM/Z38yCxt7hfOkXL9a4raJ5y+uv7zUUZ7zvE8dVWvZFpHyf+7eSlQ47fuoSMPmSoMIlAThE6CtrS239PinKjk5mcaNG2NtbV2q5ea3ZHhJvXnzhqysLFRUxJ9XQRAE4dNSkRZiKA1i6J3wycnOziYwMBALCws0NDRwcHDgt99+k85HRkYik8mIiIigSZMmaGpq0qJFCxIT5X+NmT17NsbGxujo6EgLEbxbz/Tp06lZsyZqamo0bNiQ8PBw6byFhQWQs1y4TCbD2dlZLv/8+fMxMTHB0NCQYcOGyX1Zz8zMxM/Pjxo1aqClpUXz5s2JjIws8JrfHXoXExNDx44dqVKlCnp6erRp04YLFy4oegul65s7dy5WVlaoqalhZmbGzJkzpfO3b9/G09MTfX19DAwMcHd3JzU1tVh1vGvlypXUrl0bVVVVbG1t2bRpk3TO3NycnTt3snHjRmQyGT4+PvmWoci1y2QyVq5cSbdu3dDS0mLQoEG0bdsWgMqVK8uVr+jn6cCBAzRu3Bg1NTV+/fVXlJSUOHfunFy9ixcvplatWgXupSQIgiAIQvkhAiXhkxMYGMjGjRtZtWoVV69eZdSoUXz33XccP35cLt2kSZNYsGAB586dQ0VFhf79+0vntm/fzrRp05g1axbnzp3DxMSEFStWyOUPCgpiwYIFzJ8/n0uXLuHi4kK3bt24ceMGANHR0QAcOXKE9PR0du3aJeU9duwYycnJHDt2jA0bNhASEiK3aIGvry+nT58mNDSUS5cu8e233+Lq6iqVXZQnT57Qr18/Tp48yZkzZ7C2tqZz5848efJE4fs4ceJEZs+ejb+/P/Hx8WzZsgVjY2MgpwfGxcUFHR0dTpw4QVRUFNra2ri6uvLy5UuF63jb7t27GTFiBGPGjOHKlSsMGTKE77//nmPHjgE5AZCrqyuenp6kp6cTFBT0Xtc+bdo0vv76ay5fvkxAQAA7d+4EIDExUa58RT9PEyZMYPbs2SQkJNCtWzc6dOhAcHCwXJrg4OA8y8kLgiAIQkXxua16J8aGCJ+UzMxMZs2axZEjR3BycgLA0tKSkydPsnr1atq0aSOlnTlzpvR+woQJdOnShRcvXqCurs7ixYsZMGAAAwYMAODnn3/myJEjcr1K8+fPZ/z48fTq1QuAOXPmcOzYMRYvXszy5csxMjICwNDQMM9Gs5UrV2bZsmUoKytTp04dunTpQkREBIMGDSItLY3g4GDS0tKoXr06kDMHKTw8nODgYGbNmlXkfWjXrp3c+19++QV9fX2OHz9O165di8z/5MkTgoKCWLZsGf369QNyNttt1aoVANu2bSM7O5u1a9dK3fDBwcHo6+sTGRnJV199VWQd75o/fz4+Pj78+OOPAIwePZozZ84wf/582rZti5GREWpqamhoaBS6ca+i196nTx++//576X1KSgqQs+9U7hyl4nyepk+fTseOHaX3AwcOZOjQoSxcuBA1NTUuXLjA5cuX2bt3b77tzszMJDMzU+5YSYNOQRAEQfgQxNA7QajAkpKSePbsGR07dpTm7Whra0ubor6tQYMG0r9NTEwApH2AEhISaN68uVz63C/KAP/++y9//fUXLVu2lEvTsmVLEhISimynvb09ysrKcvXn1n358mWysrKwsbGRu4bjx4/nuYaC/P333wwaNAhra2v09PTQ1dUlIyODtLQ0hfInJCSQmZlJ+/bt8z0fFxdHUlISOjo6UvsMDAx48eKFwm3Mr86S3s+3KXrtTZo0KbKs4nye3i3Pw8MDZWVlaSPakJAQ2rZtW+DeUIGBgejp6cm91q5dW4wrFwRBEAShNIkeJeGTkpGRAUBYWBg1atSQO6empib3vlKlStK/c38hKau5I2/XnVt/bt0ZGRkoKytz/vx5uWAKUHjBhn79+nH//n2CgoKoVasWampqODk5KdxDoaGhUej5jIwMGjduzObNm/Ocy+1J+1gUvXYtLa0iyyrO5+nd8lRVVfH29iY4OJju3buzZcuWAocLQs5Qx9GjR8sdS0pKKrKNgiAIglBWPrMOJREoCZ+WunXroqamRlpamtywqOKys7Pj7NmzeHt7S8fOnDkj/VtXV5fq1asTFRUlV09UVBTNmjUDcr4oA2RlZRWrbkdHR7Kysrh79y6tW7cuUfujoqJYsWIFnTt3BnIWXvjnn38Uzm9tbY2GhgYREREMHDgwz/lGjRqxbds2qlatiq6ubona+C47OzuioqKkoX6Qcx1169YtVjklvfb8ntf7fp4GDhxIvXr1WLFiBa9fv6Z79+4FplVTU8sTfOW2SRAEQRDKg89t6J0IlIRPio6ODn5+fowaNYrs7GxatWrF48ePiYqKQldXV+5LeGFGjBiBj48PTZo0oWXLlmzevJmrV69iaWkppRk7dixTp06ldu3aNGzYkODgYGJjY6VelqpVq6KhoUF4eDg1a9ZEXV1dob1/bGxs8PLywtvbmwULFuDo6Mi9e/eIiIigQYMGdOnSpcgyrK2t2bRpE02aNOHff/9l7NixRfYSvU1dXZ3x48czbtw4VFVVadmyJffu3ePq1asMGDAALy8v5s2bh7u7u7Ty361bt9i1axfjxo2jZs2aCteVa+zYsXh6euLo6EiHDh34v//7P3bt2sWRI0eKVU5Jr71WrVrIZDL2799P586d0dDQeO/Pk52dHV988QXjx4+nf//+xXoGgiAIgiB8XGKOkvDJmTFjBv7+/gQGBmJnZ4erqythYWHSct2K6NmzJ/7+/owbN47GjRtz69YtfvjhB7k0w4cPZ/To0YwZM4b69esTHh7Ovn37pD1+VFRUWLJkCatXr6Z69eq4u7srXH9wcDDe3t6MGTMGW1tbPDw8iImJwczMTKH869at4+HDhzRq1Ii+ffsyfPhwqlatqnD9AP7+/owZM4YpU6ZgZ2dHz549pXlUmpqa/PHHH5iZmdG9e3fs7OykJdRL2sPk4eFBUFAQ8+fPx97entWrVxMcHJxnWfWilPTaa9SoQUBAABMmTMDY2BhfX1/g/T9PAwYM4OXLl3KrKgqCIAhCRfS5rXone/PmzZuP3QhBEIRP1YwZM9ixYweXLl0qdt4rV658gBYJgiAIn6J69ep98DpaLzhZKuWcGNOqVMr50ESPkpBns9KS8vHxwcPD473KCAkJkZZmhpK1TSaTsWfPnvdqR2HevU5nZ2dGjhz5XmXeuXOHjh07oqWlJXf9hdX7saSmpiKTyYiNjS31snM3b3306FGpl13WMjIyuHLlCsuWLeOnn34CcjbNXbx48cdtmCAIgiCUkEwmK5VXRSHmKAnFlpqaioWFBRcvXiyVAKswfn5+0pfMT9miRYtIT08nNjZWoXlMnwJnZ2caNmwoFzi0aNGC9PT0T+Ie+Pr6snXrVjw8PN5r2J1VHcV/IUy6dqVc5imv7SqrPGXdrqbfr1c4T0xw/w/etvL6XMoqT3ltV1nlKa/tKqs871OHpY29wnluXr+qcFpBcSJQEsq13H1rPnXJyck0btxYmt/0uVJVVS10M9mKJCQkhJCQkI/dDEEQBEEoNRWoM6hUiKF3FUh2djaBgYFYWFigoaGBg4MDv/32m3Q+d9hSREQETZo0QVNTkxYtWpCYmChXzuzZszE2NkZHR0eagP9uPbkrmampqdGwYUPCw8Ol87mT2B0dHZHJZHkm28+fPx8TExMMDQ0ZNmwYr169ks5lZmbi5+dHjRo10NLSonnz5kRGRhZ4ze8OvYuJiaFjx45UqVIFPT092rRpw4ULFxS9hdL1zZ07FysrK9TU1DAzM2PmzJnS+du3b+Pp6Ym+vj4GBga4u7uTmpparDretXLlSmrXro2qqiq2trZs2rRJOmdubs7OnTvZuHEjMpkMHx+fIsvbuHEjhoaGZGZmyh338PCgb9++wP/u3fr16zEzM0NbW5sff/yRrKws5s6dS7Vq1ahatarctUNOt/rKlSvp1KkTGhoaWFpayn3Oct28eZO2bduiqamJg4MDp0+fls7dv3+f3r17U6NGDTQ1Nalfvz5bt26Vzvv4+HD8+HGCgoKkbvjU1NR8h95FRUXh7OyMpqYmlStXxsXFhYcPH+Zpz7///ouGhgYHDhyQO7579250dHR49uwZUPTzjYyMpFmzZtIwyJYtW3Lr1i0gZ6Pdtm3boqOjg66uLo0bN+bcuXNS3pMnT9K6dWs0NDQwNTVl+PDhPH36NN9nKAiCIAgVzec29E4EShVIYGAgGzduZNWqVVy9epVRo0bx3Xffcfz4cbl0kyZNYsGCBZw7dw4VFRW5YT/bt29n2rRpzJo1i3PnzmFiYsKKFSvk8gcFBbFgwQLmz5/PpUuXcHFxoVu3bty4cQOA6OhoAI4cOUJ6ejq7du2S8h47dozk5GSOHTvGhg0b8vyq7uvry+nTpwkNDeXSpUt8++23uLq6SmUX5cmTJ/Tr14+TJ09y5swZrK2t6dy5M0+ePFH4Pk6cOJHZs2fj7+9PfHw8W7ZswdjYGIBXr17h4uKCjo4OJ06cICoqCm1tbVxdXRXerPVdu3fvZsSIEYwZM4YrV64wZMgQvv/+e44dOwbkBH+urq54enqSnp5e6Kakub799luysrLYt2+fdOzu3buEhYXJPe/k5GQOHDhAeHg4W7duZd26dXTp0oU///yT48ePM2fOHCZPnszZs2flyvf396dHjx7ExcXh5eVFr169SEhIkEszadIk/Pz8iI2NxcbGht69e/P69WsAXrx4QePGjQkLC+PKlSsMHjyYvn37Sp+doKAgnJycGDRoEOnp6aSnp2NqaprnOmNjY2nfvj1169bl9OnTnDx5Ejc3t3z3ptLV1aVr165s2bJF7vjmzZvx8PBAU1OzyOf7+vVrPDw8aNOmDZcuXeL06dMMHjxY+qPu5eVFzZo1iYmJ4fz580yYMEHaPDg5ORlXV1d69OjBpUuX2LZtGydPnpRWzxMEQRAEoWIRQ+8qiMzMTGbNmsWRI0dwcnICwNLSkpMnT7J69Wq5zTBnzpwpvZ8wYQJdunThxYsXqKurs3jxYgYMGMCAAQMA+Pnnnzly5Ihcr9L8+fMZP348vXr1AmDOnDkcO3aMxYsXs3z5coyMjAAwNDTMM0yqcuXKLFu2DGVlZerUqUOXLl2IiIhg0KBBpKWlERwcTFpaGtWrVwdy5iCFh4cTHBzMrFmzirwP7dq1k3v/yy+/oK+vz/Hjx+natWuR+Z88eUJQUBDLli2T9sCpXbs2rVrlrL6ybds2srOzWbt2rfTlODg4GH19fSIjI/nqq6+KrONd8+fPx8fHhx9//BGA0aNHc+bMGebPn0/btm0xMjJCTU0NDQ0NhYedaWho0KdPH4KDg/n2228B+PXXXzEzM5Pr4cvOzmb9+vXo6OhQt25d2rZtS2JiIr///jtKSkrY2tpKz7d58+ZSvm+//VbaaHbGjBkcPnyYpUuXygXVfn5+0p5OAQEB2Nvbk5SURJ06dahRowZ+fn5S2p9++omDBw+yfft2mjVrhp6eHqqqqmhqahZ6zXPnzqVJkyZy9drbFzxm28vLi759+/Ls2TM0NTX5999/CQsLY/fu3UDRz7dJkyY8fvyYrl27Urt2bSBnL6RcaWlpjB07ljp16gDIDZUMDAzEy8tLWtjD2tqaJUuW0KZNG1auXIm6unqB7Yac/8bf7SEsaXAuCIIgCB9CBeoMKhWiR6mCSEpK4tmzZ3Ts2FGat6Otrc3GjRtJTk6WS9ugQQPp3yYmJgDS/jcJCQlyX4gBKfCCnOFLf/31Fy1btpRL07Jlyzw9Cvmxt7dHWVlZrv7cui9fvkxWVhY2NjZy13D8+PE811CQv//+m0GDBmFtbY2enh66urpkZGSQlpamUP6EhAQyMzNp3759vufj4uJISkpCR0dHap+BgQEvXrxQuI351VnS+1mYQYMGcejQIf773/8COXNifHx85Lq0zc3N0dHRkd4bGxtTt25dlJSU5I7lPqNcb38mct+/297CPmdZWVnMmDGD+vXrY2BggLa2NgcPHlT4OeXK7VFSVOfOnalUqZLU07Zz5050dXXp0KEDUPTzNTAwwMfHBxcXF9zc3AgKCiI9PV0qf/To0QwcOJAOHTowe/Zsuc9EXFwcISEhcp9tFxcXsrOzSUlJKbLtgYGB6Onpyb3Wrl2r8LULgiAIwof2uQ29Ez1KFURGRgYAYWFh1KhRQ+6cmpqa3PvcoUCA9GHMzs7+wC3MW3du/bl1Z2RkoKyszPnz5+WCKUDhBRv69evH/fv3CQoKolatWqipqeHk5KTwL+8aGhqFns/IyKBx48Zs3rw5z7ncnrTywtHREQcHBzZu3MhXX33F1atXCQsLk0uT3/Mo7BkVR2Gfs3nz5hEUFMTixYupX78+WlpajBw5stg9JEU9r3epqqryzTffsGXLFnr16sWWLVvo2bMnKio5f+oUeb7BwcEMHz6c8PBwtm3bxuTJkzl8+DBffPEF06ZNo0+fPoSFhXHgwAGmTp1KaGgoX3/9NRkZGQwZMoThw4fnKVuRjYInTpzI6NGj5Y4lJSUV6/oFQRAEQSg9okepgqhbty5qamqkpaVhZWUl98pvbkdB7Ozs8sxHOXPmjPRvXV1dqlevTlRUlFyaqKgo6tatC+R8GQXynSdSGEdHR7Kysrh7926ea1B0yFlUVBTDhw+nc+fO2Nvbo6amxj///KNwG6ytrdHQ0CAiIiLf840aNeLGjRtUrVo1TxtLumS1nZ1doffzfQwcOJCQkBCCg4Pp0KFDsT4LhXn7M5H7/u0haEWJiorC3d2d7777DgcHBywtLbl+/bpcGlVV1SI/Qw0aNCjwWRXEy8uL8PBwrl69ytGjR/Hy8pLOKfp8HR0dmThxIqdOnaJevXpy855sbGwYNWoUhw4donv37gQHB0tlx8fH5ynXyspK+m+mMGpqaujq6sq9FMknCIIgCGVFJiudV0UhAqUKQkdHBz8/P0aNGsWGDRtITk7mwoULLF26lA0bNihczogRI1i/fj3BwcFcv36dqVOncvWq/Nr7Y8eOZc6cOWzbto3ExEQmTJhAbGwsI0aMAKBq1apoaGgQHh7O33//zePHjxWq28bGBi8vL7y9vdm1axcpKSlER0cTGBiYpyekINbW1mzatImEhATOnj2Ll5dXsXod1NXVGT9+POPGjZOGLZ45c4Z169YBOV+yq1Spgru7OydOnCAlJYXIyEiGDx/On3/+qXA9bxs7diwhISGsXLmSGzdusHDhQnbt2iU3h6ek+vTpw59//smaNWvea6+ed+3YsYP169dLn5Ho6OhiLUpgbW3N4cOHOXXqFAkJCQwZMoS///5bLo25uTlnz54lNTWVf/75J99erYkTJxITE8OPP/7IpUuXuHbtGitXriw0OP7yyy+pVq0aXl5eWFhYyA01Ler5pqSkMHHiRE6fPs2tW7c4dOgQN27cwM7OjufPn+Pr60tkZCS3bt0iKiqKmJgYKYAcP348p06dwtfXl9jYWG7cuMHevXvFYg6CIAjCJ0NJJiuVV0UhAqUKZMaMGfj7+xMYGIidnR2urq6EhYVJy3UromfPnvj7+zNu3DgaN27MrVu3+OGHH+TSDB8+nNGjRzNmzBjq169PeHg4+/btkyauq6iosGTJElavXk316tVxd3dXuP7g4GC8vb0ZM2YMtra2eHh4EBMTo9DQJIB169bx8OFDGjVqRN++fRk+fDhVq1ZVuH7IWdFtzJgxTJkyBTs7O3r27CnNrdHU1OSPP/7AzMyM7t27Y2dnJy2hrqurW6x6cnl4eBAUFMT8+fOxt7dn9erVBAcH51lWvST09PTo0aMH2traeHh4vHd5uQICAggNDaVBgwZs3LiRrVu3FqsHbPLkyTRq1AgXFxecnZ2pVq1anvb5+fmhrKxM3bp1MTIyynf+ko2NDYcOHSIuLo5mzZrh5OTE3r17paF0+ZHJZPTu3Vtase9tRT1fTU1Nrl27Ro8ePbCxsWHw4MEMGzaMIUOGoKyszP379/H29sbGxgZPT086depEQEAAkNP7dfz4ca5fv07r1q1xdHRkypQp0sIlgiAIglDRfW49SrI3b968+diNEASh5Nq3b4+9vT1LliwplfJkMhm7d+8u1cBLKJkrV6587CYIgiAIFUS9evU+eB1fLT9TdCIFHBr2RamU86GJxRwEoYJ6+PAhkZGRREZG5tkLSxAEQRAEobRVpBXrSoMIlAShgnJ0dOThw4fMmTMHW1vbj92cUjNt2jT27NlDbGzsx26KQnx8fHj06BF79uz5IOVb1VH8F8Kka1fKZZ7y2q6yylNe2/V2nqajFJsnChCzqEux6inra7G0LXivtXfdTMyZo1uztuKL1fyZnFCstuW2q5aV4sOXbyXFF6uOt+spb3nKa7vKKk9u+g/5GXu7ng9N6SPGScuXL2fevHncuXMHBwcHli5dSrNmzQpM/+jRIyZNmsSuXbt48OABtWrVYvHixXTu3FnhOkWgJAgVVGpq6gcp91MZjfvy5UuxapwgCIIgfAK2bdvG6NGjWbVqFc2bN2fx4sW4uLiQmJiY71z1ly9f0rFjR6pWrcpvv/1GjRo1uHXrFvr6+sWqVyzmIAhCqcrOziYwMBALCws0NDRwcHDgt99+AyAyMhKZTEZERARNmjRBU1OTFi1akJiYCORsmhsQEEBcXJy0KV1ISAiQ88vQwIEDMTIyQldXl3bt2hEXFyfVO23aNBo2bMjatWuxsLBAXV0dgLS0NNzd3dHW1kZXVxdPT888K/D93//9H02bNkVdXZ0qVarw9ddfAzB9+vR8x3w3bNgQf39/pk2bxoYNG9i7d6/U3sjISABu376Np6cn+vr6GBgY4O7u/sGCW0EQBEEoCx9rw9mFCxcyaNAgvv/+e+rWrcuqVavQ1NRk/fr1+aZfv349Dx48YM+ePbRs2RJzc3PatGmDg4NDseoVgZIgCKUqMDCQjRs3smrVKq5evcqoUaP47rvvOH78uJRm0qRJLFiwgHPnzqGioiItbd6zZ0/GjBmDvb096enppKen07NnTwC+/fZb7t69y4EDBzh//jyNGjWiffv2PHjwQCo3KSmJnTt3smvXLmJjY8nOzsbd3Z0HDx5w/PhxDh8+zM2bN6UyIWcT56+//prOnTtz8eJFIiIipK78/v37k5CQQExMjJT+4sWLXLp0ie+//x4/Pz88PT1xdXWV2tuiRQtevXqFi4sLOjo6nDhxgqioKLS1tXF1dS32pruCIAiCUF6U1qp3mZmZ/Pvvv3KvzMzMfOt8+fIl58+fp0OHDtIxJSUlOnTowOnTp/PNs2/fPpycnBg2bBjG/4+9e4/L+f4fP/64ig46OZSESDpIRMhxFNpqG9Ocmvkiyjm0HPtsKKcwZzaMrbI5DXPYnDX50Fg5lChRSra1mTlssVXK7w+/3h/XOqhUiud9t/ftdl3v9+vwfL8vq17X62RqSosWLViwYEGJ9wCVoXdCiDKTmZnJggULOHbsGJ06dQLA0tKSU6dOsX79ekaNGgXA/PnzcXZ2BmDGjBm8/fbb/PPPP+jq6qKvr0+1atXUNiE+deoUUVFR3Lp1C21tbQCWLFnCnj172Llzp1JuVlYWmzZtwsTEBICjR48SFxdHSkqKshnvpk2bsLe3Jzo6GicnJ+bPn897772nLPMNKN84NWzYEDc3N0JCQnBycgKeLHHv7OyMpaUlALq6umRmZqrF+9VXX5Gbm8vGjRuVb85CQkKoWbMmERERvPHGGwU+u3//kpBGlRBCiJdRcHCw2u9dgNmzZxMYGJgv7e3bt8nJycHU1FTtvKmpKVeuXCmw/OvXryubzh84cICkpCTGjRtHdnY2s2fPLnac0qMkhCgzSUlJPHz4kNdffx19fX3lyNvcN4+Dg4Py2szMDEDZy6ogsbGxZGRkUKdOHbVyU1JS1Mpt3Lix0kgCSEhIwNzcXGkkATRv3pyaNWuSkPBksmxMTAw9e/YstO6RI0eydetW/vnnH7KystiyZcszN/eNjY0lKSkJAwMDJdbatWvzzz//qMX7tODgYIyMjNSOjRs3FlmPEEIIUZFUZfRfQEAA9+/fVzsCAgLKLM7c3Fzq1q3LZ599Rtu2bfH09OTDDz9k3bp1JSpHepSEEGUmIyMDeDKcrUGDBmrXtLW1lUZC9erVlfN5PS65ublFlmtmZqbM/3na0xMz9fT0Shyzrq5ukdd79+6NtrY2u3fvRktLi+zsbPr3719knoyMDNq2bcvmzZvzXXu6Ife0gIAA/P391c4lJSU9I3ohhBCi4pTVqnfa2trKCJFnMTY2RlNTM9/84t9++01tNMfTzMzMqF69Opqamso5Ozs7fv311xIt9iQNJSFEmWnevDna2tqkpaUpQ+ueVlhvytO0tLTyjSFu06YNv/76K9WqVcPCwqLY8djZ2XHz5k1u3ryp9CrFx8dz7949mjd/slSvg4MD4eHhDB8+vMAyqlWrxrBhwwgJCUFLS4v33ntPrXFVWLzbt2+nbt26GBoaFivWgn5pyKp9QgghXnVaWlq0bduW8PBwPDw8gCdfroaHh+Pr61tgni5durBlyxZyc3PR0HgygO7q1auYmZmV6HerDL0TQpQZAwMDpkyZwgcffEBYWBjJycmcP3+e1atXExYWVqwyLCwsSElJISYmhtu3b5OZmYmrqyudOnXCw8ODI0eOkJqayg8//MCHH37I2bNnCy3L1dWVli1bMnjwYM6fP09UVBRDhw7F2dmZdu3aAU/GRG/dupXZs2eTkJBAXFwcixYtUivHx8eH77//nkOHDuUbdmdhYcHFixdJTEzk9u3bZGdnM3jwYIyNjenTpw8nT54kJSWFiIgIJk6cyE8//VTCpyqEEEJUDi9q1Tt/f382bNhAWFgYCQkJjB07lgcPHihfcg4dOlRt6N7YsWO5c+cOkyZN4urVq+zfv58FCxYwfvz4EtUrDSUhRJmaO3cuM2fOJDg4GDs7O9zd3dm/fz9NmjQpVv5+/frh7u5O9+7dMTExYevWrahUKg4cOEC3bt0YPnw4NjY2vPfee9y4cSPf5M6nqVQq9u7dS61atejWrRuurq5YWlqyfft2JY2Liws7duxg3759tG7dmh49ehAVFaVWjrW1NZ07d6ZZs2Z06NBB7drIkSOxtbWlXbt2mJiYEBkZSY0aNfjvf/9Lo0aN6Nu3L3Z2dnh7e/PPP/8Uu4dJCCGEqGzKatW7kvL09GTJkiXMmjWL1q1bExMTw6FDh5S/AdLS0khPT1fSm5ubc/jwYaKjo3FwcGDixIlMmjSJGTNmlOx+H78su0sKIV64iIgIunfvzt27d0u8qVtJBAYGsmfPHmJiYsqtjqc9fvwYa2trxo0bl28eUVEsLCzw8/PDz88PeNJw2717tzJ04FkuXaqYndaFEEJUfQXt+1fW+n5+rkzK+ca7bZmUU96kR0mISiBvs1RRPFOmTCE8PLxC6vr9999Zs2YNv/76a6HzmIQQQgjx8pHFHIR4iZRkJZeq6PHjx+Tk5ChLbleEunXrYmxszGeffUatWrUqpM6nWTUr/jeESVcuVco8lTWuispTWeN63jxO078vVvroRT0qNK7S5GlqW/w8yYml+/wtrO2LXUfqtcslquPpeipbnsoaV0XlyUtvaVP8z//61dJ//uWtNMPmqjLpURLiOeXm5hIcHEyTJk3Q1dWlVatW7Ny5U7keERGBSqUiPDycdu3aUaNGDTp37kxiYiIAoaGhBAUFERsbq0xyDA0NBeDevXv4+PhgYmKCoaEhPXr0IDY2Vik7rydq48aNNGnSBB0dHeDJWN0+ffqgr6+PoaEhAwcOzLes5t69e2nTpg06OjpYWloSFBTEo0ePlOsqlYqNGzfy7rvvUqNGDaytrdm3b59aGQcOHMDGxgZdXV26d+9Oampqvueza9cu7O3t0dbWxsLCgqVLl6pdz8zMZPr06Zibm6OtrY2VlRWff/652rM7ePAgbdu2RVtbm1OnTuXrgfPy8sLDw4MlS5ZgZmZGnTp1GD9+PNnZ2Wr1TJkyhQYNGqCnp0eHDh0KXG78affu3WPUqFFoaGgwYsQIWrRowXfffadcP3XqFF27dkVXVxdzc3MmTpzIgwcPiixTCCGEqKpe1GIOL4o0lIR4TsHBwWzatIl169Zx+fJlPvjgA/7v//6PEydOqKX78MMPWbp0KWfPnqVatWrK6mmenp5MnjwZe3t70tPTSU9Px9PTE4ABAwZw69YtDh48yLlz52jTpg09e/bkzp07SrlJSUns2rWLb775hpiYGHJzc+nTpw937tzhxIkTHD16lOvXrytlApw8eZKhQ4cyadIk4uPjWb9+PaGhocyfP18t5qCgIAYOHMjFixd56623GDx4sFL3zZs36du3L7179yYmJgYfH598kyTPnTvHwIEDee+994iLiyMwMJCZM2cqDUF4slLN1q1bWbVqFQkJCaxfvz5fb9GMGTNYuHAhCQkJapvVPu348eMkJydz/PhxwsLCCA0NVavH19eX06dPs23bNi5evMiAAQNwd3fn2rVrBZaXm5vLm2++SWRkJF999RXx8fEsXLhQ2ZMhOTkZd3d3+vXrx8WLF9m+fTunTp0qdKlSIYQQQlQtMvROiOeQmZnJggULOHbsGJ06dQLA0tKSU6dOsX79erW9hObPn6+8nzFjBm+//Tb//PMPurq66OvrU61aNbWN006dOkVUVBS3bt1S9tdZsmQJe/bsYefOnYwaNQp4Mtxu06ZNykamR48eJS4ujpSUFGXvoE2bNmFvb090dDROTk4EBQUxY8YMhg0bpsQ8d+5cpk2bxuzZs5UYvLy8GDRoEAALFixg1apVREVF4e7uztq1a2natKnSQ2Rra5tvae1ly5bRs2dPZs6cCYCNjQ3x8fF8/PHHeHl5cfXqVb7++muOHj2Kq6urEsu/zZkzh9dff73Iz6JWrVqsWbMGTU1NmjVrxttvv014eDgjR44kLS2NkJAQ0tLSqF+/PvBkntOhQ4cICQlhwYIF+co7duwYUVFRJCQkYGNjky+24OBgBg8erCzUYG1tzapVq3B2dmbt2rVK754QQgjxsqhCnUFlQhpKQjyHpKQkHj58mO+P+KysLBwdHdXOPd0TYmZmBsCtW7do1KhRgWXHxsaSkZFBnTp11M7//fffahu3Nm7cWGkkASQkJGBubq40kuDJRrA1a9YkISEBJycnYmNjiYyMVOtBysnJ4Z9//uHhw4fUqFEjX8x6enoYGhpy69YtpZ5/L5Wd11h8OpY+ffqonevSpQsrVqwgJyeHmJgYNDU1C9yc9ml5ex4Vxd7eXm0HbjMzM+Li4gCIi4sjJydHafDkyczMzPd888TExNCwYcN8efLExsZy8eJFNm/erJx7/Pgxubm5pKSkYGdn98yY/x1LZmam2rmsrKwSlSGEEEKUJ41XrKUkDSUhnkNGRgYA+/fvp0GDBmrX8nqB8lSvXl15nTc+Nzc3t8iyzczMCpxH8/TS23p6eiUNm4yMDIKCgujbt2++a0/3hDwdMzyJu6iYS0pXV7dY6Ypzj0XFmpGRgaamJufOnVNrTAGFLgrxrNgyMjIYPXo0EydOzHetsMZvUYKDgwkKClI7N3bsWJat+rTEZQkhhBDi+UlDSYjn0Lx5c7S1tUlLS3tmr0hRtLS0yMnJUTvXpk0bfv31V6pVq4aFhUWxy7Kzs+PmzZvcvHlT6VWKj4/n3r17NG/eXCk7MTERKyurUsdsZ2eXb3GHM2fO5EsTGRmpdi4yMhIbGxs0NTVp2bIlubm5nDhxQhl6Vx4cHR3Jycnh1q1bdO3atVh5HBwc+Omnn7h69WqBvUpt2rQhPj7+uZ7h0wICAvLt0ZSUlFQmZQshhBBl4dXqT5KGkhDPxcDAgClTpvDBBx+Qm5vLa6+9xv3794mMjMTQ0FCZA/QsFhYWpKSkKMO9DAwMcHV1pVOnTnh4eLB48WJsbGz45Zdf2L9/P++++26hw9FcXV1p2bIlgwcPZsWKFTx69Ihx48bh7Oys5Jk1axa9evWiUaNG9O/fHw0NDWJjY7l06RLz5s0rVsxjxoxh6dKlTJ06FR8fH86dO6e2eALA5MmTcXJyYu7cuXh6enL69GnWrFnDp59+qtz3sGHDGDFiBKtWraJVq1bcuHGDW7duMXDgwGLFURw2NjYMHjyYoUOHsnTpUhwdHfn9998JDw/HwcGBt99+O18eZ2dnunXrRr9+/Vi2bBlWVlZcuXIFlUqFu7s706dPp2PHjvj6+uLj44Oenh7x8fEcPXqUNWvWlDhGbW3tfL2QL/NS70IIIaqeqrRiXVmQVe+EeE5z585l5syZBAcHY2dnh7u7O/v376dJkybFLqNfv364u7vTvXt3TExM2Lp1KyqVigMHDtCtWzeGDx+OjY0N7733Hjdu3MDU1LTQslQqFXv37qVWrVp069YNV1dXLC0t2b59u5LGzc2N7777jiNHjuDk5ETHjh1Zvnw5jRs3LnbMjRo1YteuXezZs4dWrVqxbt26fIsitGnThq+//ppt27bRokULZs2axZw5c/Dy8lLSrF27lv79+zNu3DiaNWvGyJEjy2WJ7ZCQEIYOHcrkyZOxtbXFw8OD6OjoIofJ7dq1CycnJwYNGkTz5s2ZNm2a0vPn4ODAiRMnuHr1Kl27dsXR0ZFZs2Ypi0UIIYQQompTPX78+PGLDkIIIUR+ly5dqnSbJ5YmT2WNq6LyVNa4njePbDgrG85Wljoqc56K3HC2RYvipy+twV/GlEk5m4e0LpNyyps0lIQQFe7x48eMHj2anTt3cvfuXYyMjPDy8mLFihXAkyF5fn5+ytLbZUmlUrF79248PDwKvJ6amkqTJk24cOGC2qa2L8KlSxWz07oQQoiqryIaSv/3VeyzExXDV//XqkzKKW8yR0kIUeEOHTpEaGgoERERWFpaoqGhUewV8KqawMBA9uzZQ0xMzIsORQghhHgur9gUJWkoCSEqXnJyMmZmZnTu3LnMyszOzs63RPjLoLINIylNnsoaV0XlqaxxVVQeZaie33fFriN6Ra9yj6ui8lTWuCoqT2WNq6LyVHRcomzJYg5CiArl5eXFhAkTSEtLQ6VSYWFhgYuLS75hdn/99ReDBg1CT0+PBg0a8Mknn6hdV6lUrF27lnfeeQc9PT1l89y1a9fStGlTtLS0sLW15csvv8wXQ3p6Om+++Sa6urpYWlqyc+fOQuPNycnB29ubJk2aoKuri62tLStXrlRLExERQfv27dHT06NmzZp06dKFGzduEBoaSlBQELGxsahUKlQqVb6VAYUQQoiqIu932fMeVYU0lIQQFWrlypXMmTOHhg0bkp6eTnR0dIHpPv74Y1q1asWFCxeYMWMGkyZN4ujRo2ppAgMDeffdd4mLi2PEiBHs3r2bSZMmMXnyZC5dusTo0aMZPnw4x48fV8s3c+ZM+vXrR2xsLIMHD+a9994jISGhwDhyc3Np2LAhO3bsID4+nlmzZvGf//yHr7/+GoBHjx7h4eGBs7MzFy9e5PTp04waNQqVSoWnpyeTJ0/G3t6e9PR00tPT8fT0LIOnKIQQQlQ8DVXZHFWFDL0TQlQoIyMjDAwM0NTUpF69eoWm69KlCzNmzACe7IMUGRnJ8uXLef3115U077//PsOHD1feDxo0CC8vL8aNGweAv78/Z86cYcmSJXTv3l1JN2DAAHx8fIAny7sfPXqU1atXK/s7Pa169eoEBQUp75s0acLp06f5+uuvGThwIH/++Sf379+nV69eNG3aFHiy0W4efX19qlWrVuS9CiGEEKLykR4lIUSl1KlTp3zv/93r8+9NdxMSEujSpYvauS5duuTLV5yyn/bJJ5/Qtm1bTExM0NfX57PPPiMtLQ2A2rVr4+XlhZubG71792blypWkp6cX7yafkpmZyZ9//ql2ZGVllbgcIYQQorzI0DshhKgi9PT0yr2Obdu2MWXKFLy9vTly5AgxMTEMHz5crRETEhLC6dOn6dy5M9u3b8fGxoYzZ86UqJ7g4GCMjIzUjo0bN5b17QghhBClpiqjo6qQhpIQolL6d0PjzJkzakPaCmJnZ0dkZKTaucjISJo3b17qsiMjI+ncuTPjxo3D0dERKysrkpOT86VzdHQkICCAH374gRYtWrBlyxYAtLS0yMnJKTJugICAAO7fv6925A0PFEIIIUTFkzlKQohKKTIyksWLF+Ph4cHRo0fZsWMH+/fvLzLP1KlTGThwII6Ojri6uvLtt9/yzTffcOzYMbV0O3bsoF27drz22mts3ryZqKgoPv/88wLLtLa2ZtOmTRw+fJgmTZrw5ZdfEh0dTZMmTQBISUnhs88+45133qF+/fokJiZy7do1hg4dCjzZPDclJYWYmBgaNmyIgYEB2tra+erR1tbOd15LS6vYz0sIIYQobxpVaNhcWZAeJSFEpTR58mTOnj2Lo6Mj8+bNY9myZbi5uRWZx8PDg5UrV7JkyRLs7e1Zv349ISEhuLi4qKULCgpi27ZtODg4sGnTJrZu3Zqv1ynP6NGj6du3L56ennTo0IE//vhDWSwCoEaNGly5coV+/fphY2PDqFGjGD9+PKNHjwagX79+uLu70717d0xMTNi6devzPRghhBDiBVGpyuaoKqRHSQhR4fz8/NT2TYqIiFC7npqa+swyHj9+XOD5sWPHMnbs2Gfme7qx8zQLCwu1srW1tQkJCSEkJEQtXXBwMACmpqbs3r270Pq0tbWL3KdJCCGEEJWT6nFhf20IIcRzcnFxoXXr1qxYsaJY6UNDQ/Hz8+PevXvlGldFUalU7N69Gw8PD1JTU2nSpAkXLlygdevWxcp/6ZLstC6EEKJ4WrRoUe51jNpxuUzK+WyAfZmUU95k6J0QotIKDAwsdqOiMBEREc9cpvTfPVpCCCGEyE+G3gkhxEukc+fOavsaTZo0iT///FNtKF3t2rVfRGjFYtWs+N8QJl150gNl3rTg+VYFuZkcD4CuadNi5/n7t+QSxZYXV2nupaLyNLAsekXFp/18PaFE9VSF+y/PPM9Th/unScXOc2icVanrqaz3/zLkqaxxVVSeio6rvMliDkKIMvXXX38xePBg9PT0MDMzY/ny5bi4uKjN0fnyyy9p164dBgYG1KtXj/fff59bt24p1/N6RQ4fPoyjoyO6urr06NGDW7ducfDgQezs7DA0NOT999/n4cOHSj4XFxcmTJiAn58ftWrVwtTUlA0bNvDgwQOGDx+OgYEBVlZWHDx4UMmTk5ODt7c3TZo0QVdXF1tbW1auXPnM+3zw4AFDhw5FX18fMzMzli5dmi9NZmYmU6ZMoUGDBujp6dGhQ4dCe3NCQ0MJCgoiNjZW6fkJDQ0FYNmyZbRs2RI9PT3Mzc0ZN24cGRkZBZajpaVFvXr1lENXVxdtbW21c4WtLvfTTz8xaNAgateujZ6eHu3atePHH39Uru/du5c2bdqgo6ODpaUlQUFBPHr06JnPSgghhBCVnzSUhChn/v7+REZGsm/fPo4ePcrJkyc5f/68Wprs7Gzmzp1LbGwse/bsITU1FS8vr3xlBQYGsmbNGn744Qdu3rzJwIEDWbFiBVu2bGH//v0cOXKE1atXq+UJCwvD2NiYqKgoJkyYwNixYxkwYACdO3fm/PnzvPHGGwwZMkRpYOXm5tKwYUN27NhBfHw8s2bN4j//+Q9ff/11kfc5depUTpw4wd69ezly5AgRERH57tPX15fTp0+zbds2Ll68yIABA3B3d+fatWv5yvP09GTy5MnY29uTnp5Oeno6np6eAGhoaLBq1SouX75MWFgY33//PdOmTXvmZ1ESGRkZODs78/PPP7Nv3z5iY2OZNm0aubm5AJw8eZKhQ4cyadIk4uPjWb9+PaGhocyfP79M4xBCCCEqCxl6J4QoM3/99RdhYWFs2bKFnj17AhASEkL9+vXV0o0YMUJ5bWlpyapVq3ByciIjIwN9fX3l2rx58+jSpQsA3t7eBAQEkJycjKWlJQD9+/fn+PHjTJ8+XcnTqlUrPvroI+DJpqYLFy7E2NiYkSNHAjBr1izWrl3LxYsX6dixI9WrVycoKEjJ36RJE06fPs3XX3/NwIEDC7zPjIwMPv/8c7766ivlPsPCwmjYsKGSJi0tjZCQENLS0pT7nzJlCocOHSIkJIQFCxaolamrq4u+vj7VqlWjXr16atee7o2zsLBg3rx5jBkzhk8//bTA+Epjy5Yt/P7770RHRytD86ysrJTrQUFBzJgxg2HDhgFPPre5c+cybdo0Zs+eXWZxCCGEEJWFqiq1csqANJSEKEfXr18nOzub9u3bK+eMjIywtbVVS3fu3DkCAwOJjY3l7t27Sq9FWlqa2v4+Dg4OymtTU1Nq1KihNJLyzkVFRamV/XQeTU1N6tSpQ8uWLdXyAGpD/T755BO++OIL0tLS+Pvvv8nKylIWVTh58iRvvvmmknb9+vW0aNGCrKwsOnTooJyvXbu22n3GxcWRk5ODjY2NWnyZmZnUqVMn37MryrFjxwgODubKlSv8+eefPHr0iH/++YeHDx9So0aNEpVVmJiYGBwdHQudvxQbG0tkZKRaD1JOTk6p48jMzCQzM1PtXFZWVskDF0IIIUSZkIaSEC/YgwcPcHNzw83Njc2bN2NiYkJaWhpubm75/lCuXr268lqlUqm9zzuX18gqKE9B+fK+HcrLt23bNqZMmcLSpUvp1KkTBgYGfPzxx8rcnHbt2hETE6PkNzU15fr168+8z4yMDDQ1NTl37hyamppq157uNXuW1NRUevXqxdixY5k/fz61a9fm1KlTeHt7k5WVVWYNJV1d3SKvZ2RkEBQURN++ffNd09HRKXF9wcHBaj158GRPqGWryq6XTAghhHger9qcHWkoCVGOLC0tqV69OtHR0TRq1AiA+/fvc/XqVbp16wbAlStX+OOPP1i4cCHm5uYAnD179oXFHBkZSefOndU2ZE1OTlZe6+rqqg1BA2jatCnVq1fnxx9/VO7z7t27XL16FWdnZwAcHR3Jycnh1q1bdO3atVixaGlpkZOTo3bu3Llz5ObmsnTpUjQ0nvzIftb8qdJwcHBg48aN3Llzp8BepTZt2pCYmJjvWZRWQEAA/v7+aueSkoq/4pcQQghR3l61oXevWsNQiAplYGDAsGHDmDp1KsePH+fy5ct4e3ujoaGh/LBp1KgRWlparF69muvXr7Nv3z7mzp37wmK2trbm7NmzHD58mKtXrzJz5kyio6OLzKOvr4+3tzdTp07l+++/59KlS3h5eSkNGQAbGxsGDx7M0KFD+eabb0hJSSEqKorg4GD2799fYLkWFhakpKQQExPD7du3yczMxMrKiuzsbOV5ffnll6xbt65MnwHAoEGDqFevHh4eHkRGRnL9+nV27drF6dOngSdzuzZt2kRQUBCXL18mISGBbdu2KfPBSkpbWxtDQ0O1o7DV+IQQQghR/qShJEQ5W7ZsGZ06daJXr164urrSpUsX7OzslOFZJiYmhIaGsmPHDpo3b87ChQtZsmTJC4t39OjR9O3bF09PTzp06MAff/yh1rtUmI8//piuXbvSu3dvXF1dee2112jbtq1ampCQEIYOHcrkyZOxtbXFw8NDrbft3/r164e7uzvdu3fHxMSErVu30qpVK5YtW8aiRYto0aIFmzdvJjg4uEzu/WlaWlocOXKEunXr8tZbb9GyZUsWLlyoDBt0c3Pju+++48iRIzg5OdGxY0eWL19O48aNyzwWIYQQojLQUJXNUVWoHj9+/PhFByHEq+TBgwc0aNCApUuX4u3t/aLDEZXYpUuXZMNZ2XC2yueRDWcr5+dSUXkqa1wVlaci42rRovjpS8t/35UyKWfZO83KpJzyJg0lIcrZhQsXuHLlCu3bt+f+/fvMmTOHiIgIkpKSMDY2ftHhVVkWFhb4+fkpS4WrVCp2796Nh4dHsfIHBgayZ88etYUpylJqaipNmjThwoULtG7dmoiICLp3787du3epWbNmscq4dKlidloXQghR9UlDqezJYg5CVIAlS5aQmJiIlpYWbdu25eTJk9JIKmPp6enUqlXrRYchhBBCvLRetcUcpKEkRDlzdHTk3LlzLzqMl96/N6V9WVS2YSSlyVNZ43rePJY29sVKf/3q5QqNq7LlUZ6XbfGeF8D1xNI/M+eP44qd58TUJ3vKlWa4aknvvzzreLoeGXpaufLkpW9qW/w6khNLn6e8VaX5RWVBFnMQQlQ6f/31F4MHD0ZPTw8zMzOWL1+Oi4uLMsyuICqVij179ijvp0+fjo2NjbIp78yZM8nOzi5RHJcvX6ZXr14YGhpiYGBA165d1ZZK37hxo7IwR7Nmzfj0U9nzSAghxMtLpSqbo6qQHiUhRKXj7+9PZGQk+/btw9TUlFmzZnH+/Hlat25d7DIMDAwIDQ2lfv36xMXFMXLkSAwMDJg2bVqx8v/8889069YNFxcXvv/+ewwNDYmMjOTRo0cAbN68mVmzZrFmzRocHR25cOECI0eORE9Pj2HDhpXmtoUQQghRiUhDSQhRqfz111+EhYWxZcsWevbsCTxZVrx+/folKufp/YwsLCyYMmUK27ZtK3ZD6ZNPPsHIyIht27ZRvXp14MleUHlmz57N0qVL6du3LwBNmjQhPj6e9evXS0NJCCHES0mjKnUHlQFpKAkhKpXr16+TnZ1N+/btlXNGRkbY2tqWqJzt27ezatUqkpOTycjI4NGjRxgaGhY7f0xMDF27dlUaSU978OABycnJeHt7M3LkSOX8o0ePMDIyKlGceTIzM8nMzFQ7l5WVVaqyhBBCiPLwqs3ZedXuVwjxCjh9+jSDBw/mrbfe4rvvvuPChQt8+OGHJWp46OrqFnotIyMDgA0bNhATE6Mcly5d4syZM6WKOTg4GCMjI7Vj48aNpSpLCCGEEM9PepSEEJWKpaUl1atXJzo6mkaNGgFw//59rl69Srdu3YpVxg8//EDjxo358MMPlXM3btwoURwODg6EhYWRnZ2dr1fJ1NSU+vXrc/36dQYPHlyicgsTEBCAv7+/2rmkpOJvtimEEEKUt1ds5J00lIQQlYuBgQHDhg1j6tSp1K5dm7p16zJ79mw0NDSKvX+DtbU1aWlpbNu2DScnJ/bv38/u3btLFIevry+rV6/mvffeIyAgACMjI86cOUP79u2xtbUlKCiIiRMnYmRkhLu7O5mZmZw9e5a7d+/ma/AUh7a2Ntra2mrntLS0SlyOEEIIUV5etTlKMvROCFHpLFu2jE6dOtGrVy9cXV3p0qWLsgx3cbzzzjt88MEH+Pr60rp1a3744QdmzpxZohjq1KnD999/T0ZGBs7OzrRt25YNGzYovUs+Pj5s3LiRkJAQWrZsibOzM6GhoTRp0qTE9yuEEEKIykd6lIQQlY6BgQGbN29W3j948ICgoCBGjRqlnEtNTVXL8/jxY7X3ixcvZvHixWrnnt6HKTAwkMDAwCLjcHBw4PDhw4Vef//993n//fcLvGZhYaEWk4uLS74YhRBCiKrkFetQQvVYfnOLl4SLiwutW7dmxYoVLzqUfAIDA9mzZw8xMTFlVmZERATdu3fn7t271KxZs8zKrQwuXLjAlStXaN++Pffv32fOnDlERESQlJSEsbHxiw6vWP79mXt5eXHv3j21TXGf5dKlitlpXQghRNXXokWLcq8j8Mi1sinnDesyKae8ydA78dL45ptvmDt3brHTp6amolKpyrTxAqBSqfL9MTxlyhTCw8PLtJ7KLDAwsESbwxbE398fGxsbXF1defDgASdPnqwyjSQhhBBCVH0y9E68NGrXrv2iQyiUvr4++vr6LzqMIuXk5KBSqdDQePHfnzg6OjJ69Ogy74WriqyaFf8bwqQrlyplnsoaV0XlqaxxPZ3H0ta+2HmuJ14uUT1V4f57f178VTG/9W5conry6mhgaVfsOn6+ngBAjmHjYufR/PNGieJ6OrZX/d9/Rdx/zQbF70G59/O1UsdV3mQxByGqKBcXF7U5KBYWFixYsIARI0ZgYGBAo0aN+Oyzz5TreZPuHR0dUalUuLi4KNc2btyoLB7QrFkzPv30U+VaVlYWvr6+mJmZoaOjQ+PGjQkODlbqBHj33XdRqVTK+3/3sHh5eeHh4cGSJUswMzOjTp06jB8/nuzsbCXNl19+Sbt27TAwMKBevXq8//773Lp1q0TP5N69e4wePRpTU1N0dHRo0aIF3333HQChoaHUrFmTffv20bx5c7S1tTl16hTVq1fn119/VSvHz8+Prl27quXbs2cP1tbW6Ojo4Obmxs2bN5XrQUFBxMbGolKpUKlUhIaGFhhfREQE7du3R09Pj5o1a9KlSxdu3LhRZBn37t3Dx8cHExMTDA0N6dGjB7GxsUqZec/6iy++oFGjRujr6zNu3DhycnJYvHgx9erVo27dusyfP/+Zz++LL77A3t4ebW1tzMzM8PX1VXu2RcUhhBBCvGxUqrI5qgrpURIvtaVLlzJ37lz+85//sHPnTsaOHYuzszO2trZERUXRvn17jh07hr29vbIU8+bNm5k1axZr1qzB0dGRCxcuMHLkSPT09Bg2bBirVq1i3759fP311zRq1IibN28qjYTo6Gjq1q1LSEgI7u7uaGpqFhrb8ePHMTMz4/jx4yQlJeHp6Unr1q0ZOXIkANnZ2cydOxdbW1tu3bqFv78/Xl5eHDhwoFj3npuby5tvvslff/3FV199RdOmTYmPj1eL6eHDhyxatIiNGzdSp04dzM3NsbS05Msvv2Tq1KlKHJs3b1ZbGOHhw4fMnz+fTZs2oaWlxbhx43jvvfeIjIzE09OTS5cucejQIY4dOwaAkZFRvvgePXqEh4cHI0eOZOvWrWRlZREVFYVKpSqyjAEDBqCrq8vBgwcxMjJi/fr19OzZk6tXryq9isnJyRw8eJBDhw6RnJxM//79uX79OjY2Npw4cYIffviBESNG4OrqSocOHQp8fmvXrsXf35+FCxfy5ptvcv/+fSIjI5XrxYlDCCGEeJloVKFGTlmQhpJ4qb311luMGzcOgOnTp7N8+XKOHz+Ora0tJiYmwJNloOvVq6fkmT17NkuXLqVv377Ak56n+Ph41q9fz7Bhw0hLS8Pa2prXXnsNlUpF48b/GxqRV2bNmjXVyixIrVq1WLNmDZqamjRr1oy3336b8PBwpaE0YsQIJa2lpSWrVq3CycmJjIyMYg3jO3bsGFFRUSQkJGBjY6OU87Ts7Gw+/fRTWrVqpZzz9vYmJCREaSh9++23/PPPPwwcOFAt35o1a5RGRlhYGHZ2dkrjU19fn2rVqhX5DP7880/u379Pr169aNq0KQB2dv8bmlJQGadOnSIqKopbt24pew4tWbKEPXv2sHPnTmVVvNzcXL744gsMDAxo3rw53bt3JzExkQMHDqChoYGtrS2LFi3i+PHjhTaU5s2bx+TJk5k0aZJyzsnJqURxCCGEEKLqkqF34qXm4OCgvFapVNSrV6/I4WsPHjwgOTkZb29vZV6Rvr4+8+bNIzk5GXgybC4mJgZbW1smTpzIkSNHShWbvb29Wu+OmZmZWmznzp2jd+/eNGrUCAMDA5ydnQFIS0srVvkxMTE0bNhQaSQVREtLS+0ZwZP7S0pK4syZM8CToXQDBw5ET09PSVOtWjWl0QDQrFkzatasSUJCQrFigydzyry8vHBzc6N3796sXLmS9PT0IvPExsaSkZFBnTp11D6flJQU5fOBJ0MgDQwMlPempqY0b95cbf6Vqalpof8Wbt26xS+//ELPnj2fK46SyMzM5M8//1Q7srKySlWWEEIIUR5UZfRfVSE9SuKllrc5aB6VSkVubm6h6TMyMgDYsGFDvp6GvEZNmzZtSElJ4eDBgxw7doyBAwfi6urKzp07yyy2Bw8e4ObmhpubG5s3b8bExIS0tDTc3NyK/cezrq5usdKo/jVYuG7duvTu3ZuQkBCaNGnCwYMHiYiIKN5NlVBISAgTJ07k0KFDbN++nY8++oijR4/SsWPHAtNnZGRgZmZWYDxPL5Fe0LMtyb+FZz274sZREsHBwQQFBamdGzt2LMtWfVpIDiGEEKJiydA7IV4ReXOScnJylHOmpqbUr1+f69evM3jw4ELzGhoa4unpiaenJ/3798fd3Z07d+5Qu3ZtqlevrlZmaVy5coU//viDhQsXYm5uDsDZs2dLVIaDgwM//fQTV69eLbJXqSA+Pj4MGjSIhg0b0rRpU7p06aJ2/dGjR5w9e5b27dsDkJiYyL1795Shc1paWsV+Bo6Ojjg6OhIQEECnTp3YsmULHTt2LLCMNm3a8Ouvv1KtWjVloYzyYGBggIWFBeHh4XTv3j3f9fKIIyAgAH9/f7VzSUlJZVK2EEIIIUpOGkrilVW3bl10dXU5dOgQDRs2REdHByMjI4KCgpg4cSJGRka4u7uTmZnJ2bNnuXv3Lv7+/ixbtgwzMzMcHR3R0NBgx44d1KtXT+lJyPsDu0uXLmhra1OrVq0Sx9aoUSO0tLRYvXo1Y8aM4dKlSyXaIwrA2dmZbt260a9fP5YtW4aVlRVXrlxBpVLh7u5eZF43NzcMDQ2ZN28ec+bMyXe9evXqTJgwgVWrVlGtWjV8fX3p2LGj0nCysLAgJSVFGf5nYGCgzOXJk5KSwmeffcY777xD/fr1SUxM5Nq1awwdOrTQMlxdXenUqRMeHh4sXrwYGxsbfvnlF/bv38+7775Lu3btSvSMihIYGMiYMWOoW7eusihGZGQkEyZMKJc4tLW18z2jvMa8EEIIURm8aj1KMkdJvLKqVavGqlWrWL9+PfXr16dPnz7Ak96UjRs3EhISQsuWLXF2diY0NFRZTtzAwIDFixfTrl07nJycSE1NVRYJgCcr7R09ehRzc3McHR1LFZuJiQmhoaHs2LGD5s2bs3DhQpYsWVLicnbt2oWTkxODBg2iefPmTJs2rVg9PRoaGnh5eZGTk6M0XJ5Wo0YNpk+fzvvvv0+XLl3Q19dn+/btyvV+/frh7u5O9+7dMTExYevWrQWWceXKFfr164eNjQ2jRo1i/PjxjB49utAyVCoVBw4coFu3bgwfPhwbGxvee+89bty4gampaYmfT1GGDRvGihUr+PTTT7G3t6dXr15cu/Zkb4uKjEMIIYSoLPK27Hjeo6pQPX78+PGLDkIIUfl4e3vz+++/s2/fPrXzoaGh+Pn5ce/evRcT2Cvk0qVLlW7zxNLkqaxxVVSeyhrX03lkw1nZcLa88lSFz/9l2XC2RYvipy+tjyOul0k5U10sn52oEpCGkhCVkIuLC61bt2bFihUVXvf9+/eJi4vj9ddfZ9++fbz++utq1z08PPj222+fex7W0yIiIujevTt3794t9WIIhXn8+DGjR49m586d3L17lwsXLqht/lueVCoVu3fvxsPDg9TUVJo0aVKi+i9dqpid1oUQQlR9FdFQWnqibBpKk52rRkNJht4JUQl98803JZqTlJqaikqlIiYm5rnr7tOnD2+88QZjxozhjTfeYM+ePWrX3d3d1ZYKrygqlSpfLMVx6NAhQkND+e6770hPT6dFixalLksIIYR4lalUZXNUFbKYgxCVUO3atV9Y3U8veV1Qj9aYMWMYM2ZMxQX0nJKTkzEzM6Nz584vOpRSqWzDSEqTp7LGVVF5KmtcFZWnssb1vHmchqwrVvroL5/8vGxqW/w6khMr//2/6p9/Zb1/UbakR0mISsjFxQU/Pz/lvYWFBQsWLGDEiBEYGBjQqFEjPvvsM+V63kITjo6OqFQqXFxclGsbN27Ezs4OHR0dmjVrxqef/m9fnqysLHx9fTEzM0NHR4fGjRsTHBys1Anw7rvvolKplPeBgYFqQ8e8vLzw8PBgyZIlmJmZUadOHcaPH092draS5ssvv6Rdu3YYGBhQr1493n///SI3/v23wmLJq/tpfn5+yv17eXkxYcIE0tLSlHyFlVWQn376iUGDBlG7dm309PRo164dP/74o3J97969tGnTBh0dHSwtLQkKCuLRo0fFvi8hhBCiKtFQqcrkqCqkoSREFbF06VLatWvHhQsXGDduHGPHjiUxMRGAqKgoAI4dO0Z6ejrffPMNAJs3b2bWrFnMnz+fhIQEFixYwMyZMwkLCwNg1apV7Nu3j6+//prExEQ2b96sNByio6OBJ5vCpqenK+8Lcvz4cZKTkzl+/DhhYWGEhoYSGhqqXM/Ozmbu3LnExsayZ88eUlNT8fLyKva9lySWp61cuZI5c+bQsGFDJV9xy8rIyMDZ2Zmff/6Zffv2ERsby7Rp05RNak+ePMnQoUOZNGkS8fHxrF+/ntDQUObPn1/s+xJCCCGqEg1V2Ryl8cknn2BhYYGOjg4dOnRQ/vZ5lm3btqFSqfJ9sVocMvROiCrirbfeYty4cQBMnz6d5cuXc/z4cWxtbTExMQGgTp061KtXT8kze/Zsli5dSt++fYEnPU95f9QPGzaMtLQ0rK2tee2111CpVDRu/L8VlvLKrFmzplqZBalVqxZr1qxBU1OTZs2a8fbbbxMeHs7IkSMBGDFihJLW0tKSVatW4eTkREZGBvr6+s+895LE8jQjIyMMDAzQ1NTMl+9ZZW3ZsoXff/+d6OhoZSiklZWVcj0oKIgZM2YwbNgw5b7mzp3LtGnTmD17drFjFEIIIaqKF9UZtH37dvz9/Vm3bh0dOnRgxYoVuLm5kZiYSN26dQvNl5qaypQpU+jatWup6pUeJSGqCAcHB+W1SqWiXr16RQ5fe/DgAcnJyXh7e6Ovr68c8+bNIzk5GXgyNC0mJgZbW1smTpzIkSNHShWbvb09mpqaynszMzO12M6dO0fv3r1p1KgRBgYGODs7A5CWllaq+ipCTEwMjo6Ohc4Xi42NZc6cOWrPduTIkaSnp/Pw4cMS15eZmcmff/6pdmRlZT3vbQghhBBV3rJlyxg5ciTDhw+nefPmrFu3jho1avDFF18UmicnJ4fBgwcTFBSEpWXpVtmThpIQVUT16tXV3qtUKmUYWEEyMjIA2LBhAzExMcpx6dIlzpw5A0CbNm1ISUlh7ty5/P333wwcOJD+/fuXaWwPHjzAzc0NQ0NDNm/eTHR0NLt37wZ47oaAhoYG/97h4Om5Uc9DV1e3yOsZGRkEBQWpPdu4uDiuXbuGjo5OiesLDg7GyMhI7di4cWNpwxdCCCHKnAaqMjkK+nIwMzOzwDqzsrI4d+4crq6u/4tDQwNXV1dOnz5daKxz5syhbt26eHt7l/p+ZeidEC8BLS0tALW9jUxNTalfvz7Xr19n8ODBheY1NDTE09MTT09P+vfvj7u7O3fu3KF27dpUr179ufdLunLlCn/88QcLFy7E3NwcgLNnz5a4nIJiMTExybfXUExMTL6GW3HK+jcHBwc2btyoPIt/a9OmDYmJiWrD8Z5HQEAA/v7+aueSkpLKpGwhhBCiLJTV0Lvg4GCCgoLUzs2ePZvAwMB8aW/fvk1OTg6mpqZq501NTbly5UqB5Z86dYrPP//8ubdNkYaSEC+BunXroqury6FDh2jYsCE6OjoYGRkRFBTExIkTMTIywt3dnczMTM6ePcvdu3fx9/dn2bJlmJmZ4ejoiIaGBjt27KBevXrKpq8WFhaEh4fTpUsXtLW1qVWrVolja9SoEVpaWqxevZoxY8Zw6dKlEu0RlaegWHr06MHHH3/Mpk2b6NSpE1999RWXLl3C0dGxxGX926BBg1iwYAEeHh4EBwdjZmbGhQsXqF+/Pp06dWLWrFn06tWLRo0a0b9/fzQ0NIiNjeXSpUvMmzevxPenra2Ntra22rm8BrAQQgjxMinoy8F//w4srb/++oshQ4awYcMGjI2Nn6ssGXonxEugWrVqrFq1ivXr11O/fn369OkDgI+PDxs3biQkJISWLVvi7OxMaGiospy4gYEBixcvpl27djg5OZGamsqBAwfQ0Hjyo2Hp0qUcPXoUc3PzZzY+CmNiYkJoaCg7duygefPmLFy4kCVLlpS4nIJicXNzY+bMmUybNg0nJyf++usvhg4dWqqy/k1LS4sjR45Qt25d3nrrLVq2bMnChQuVuVhubm589913HDlyBCcnJzp27Mjy5cvVFsQQQgghXiZlteqdtrY2hoaGakdhDSVjY2M0NTX57bff1M7/9ttvBS7KlJycTGpqKr1796ZatWpUq1aNTZs2sW/fPqpVq6bM0y4O6VESohJ6etNXeLJqy7/9uzvZx8cHHx+ffOnef/993n///QLrGTlypLIyXUF69+5N79691c4FBgaqdY0/vQx4nn9vVDto0CAGDRqkdu7puUUuLi755hoVJxZ4svrcv7vvn+bn56e2J1VRZf1b48aN2blzZ6HX3dzccHNzK/T60/dkYWHxzHsUQgghKrMXsQeSlpYWbdu2JTw8XFniOzc3l/DwcHx9ffOlb9asGXFxcWrnPvroI/766y9WrlypTAMoDtVj+c0tRJlzcXGhdevW+RoMlUFgYCB79ux57nG7FcHLy4t79+6xZ8+eQtNU1mcdGhqKn58f9+7dA0r33P89/0oIIYQoTIsWLcq9js/O3CiTckZ1LNnoi+3btzNs2DDWr19P+/btWbFiBV9//TVXrlzB1NSUoUOH0qBBA4KDgwvMX5y/JwoiQ++EKAfffPNNiebhpKamolKpyrzxolKp8v1QmDJlCuHh4WVaT1USGhqqzMESQgghRPGpVGVzlJSnpydLlixh1qxZtG7dmpiYGA4dOqQs8JCWlkZ6enoZ360MvROiXBS2905lkLfnj6garJoV/xvCpCuXKmWeyhpXReWprHE9ncfSxr7Yea5fvQxAzQY2xUp/7+erpY6rVPdiW4J7SSzZvUDJ7ycvrq4LY4tdx8kZrUpUx9P1VLY8lTWuisqTl76xdfNi13HjWnyp4ypvL2LoXR5fX98Ch9pB/ikL/1bQNIHikB4lIcqBi4uL2rwYCwsLFixYwIgRIzAwMKBRo0Z89tlnyvW8xRUcHR1RqVS4uLgo1zZu3IidnR06Ojo0a9aMTz/9VLmWlZWFr68vZmZm6Ojo0LhxY6Xb2cLCAoB3330XlUqlvA8MDKR169ZKGV5eXnh4eLBkyRLMzMyoU6cO48ePV9uPKDMzkylTptCgQQP09PTo0KHDM38oXblyhddeew0dHR2aN2/OsWPH8vVwxcXF0aNHD3R1dalTpw6jRo1S9n96WlBQECYmJhgaGjJmzJgi918qKtaIiAiGDx/O/fv3UalUqFSqApcizfPtt9/i5OSEjo4OxsbGvPvuu8/1TIQQQghRdUiPkhAVZOnSpcydO5f//Oc/7Ny5k7Fjx+Ls7IytrS1RUVG0b9+eY8eOYW9vrywLvXnzZmbNmsWaNWtwdHTkwoULjBw5Ej09PYYNG8aqVavYt28fX3/9NY0aNeLmzZvcvHkTgOjoaOrWrUtISAju7u7Kam0FOX78OGZmZhw/fpykpCQ8PT1p3bq1stCDr68v8fHxbNu2jfr167N7927c3d2Ji4vD2to6X3k5OTl4eHjQqFEjfvzxR/766y8mT56sliZvI9pOnToRHR3NrVu38PHxwdfXV+2bn/DwcHR0dIiIiCA1NZXhw4dTp04d5s+fX+C9FBVr586dWbFiBbNmzSIxMRGg0N61/fv38+677/Lhhx+yadMmsrKyOHDgQLHqKeiZCCGEEFXdC+xQeiGkoSREBXnrrbcYN24cANOnT2f58uUcP34cW1tbTExMAKhTp47aUpezZ89m6dKl9O3bF3jS8xQfH8/69esZNmwYaWlpWFtb89prr6FSqdSWps4rs2bNmgUun/m0WrVqsWbNGjQ1NWnWrBlvv/024eHhjBw5krS0NEJCQkhLS6N+/frAk3lOhw4dIiQkhAULFuQr7+jRoyQnJxMREaHUPX/+fF5//XUlzZYtW/jnn3/YtGkTenp6AKxZs4bevXuzaNEiZdyxlpYWX3zxBTVq1MDe3p45c+YwdepU5s6dqyxjnqc4sRoZGaFSqZ75TObPn897772ntqJeq1atil1PSWVmZubblbyonjMhhBCior1qQ9GkoSREBXFwcFBe5/2hfuvWrULTP3jwgOTkZLy9vdWW8H706BFGRkbAk2Fzr7/+Ora2tri7u9OrVy/eeOONEsdmb2+v1uNkZmamLK0ZFxdHTk4ONjbqY/gzMzOpU6dOgeUlJiZibm6u1hhp3769WpqEhARatWqlNJIAunTpQm5uLomJiUpDqVWrVtSoUUNJ06lTJzIyMrh582a+PYtKE2thYmJiCl06vSzryVPQLuVjx45l2apPC8khhBBCVCzVK9alJA0lISpI9erV1d6rVCpyc3MLTZ83V2fDhg106NBB7Vpeo6ZNmzakpKRw8OBBjh07xsCBA3F1dS1y75+SxpaRkYGmpibnzp3LN3yvsi0KUZax6urqVkg9eQrapTwpKalUZQkhhBDi+UlDSYhKIG9OUk5OjnLO1NSU+vXrc/36dQYPHlxoXkNDQzw9PfH09KR///64u7tz584dateuTfXq1dXKLA1HR0dycnK4desWXbt2LVYeW1tbbt68yW+//ab0DEVHR6ulsbOzIzQ0lAcPHii9SpGRkWhoaGBra6uki42N5e+//1YaLmfOnEFfX7/ADeOKE6uWllaxnomDgwPh4eEMHz68VPWUlLa2dr5dyfP+XQghhBCVwavVn/TqDTUUolKqW7cuurq6HDp0iN9++4379+8DT1Z7Cw4OZtWqVVy9epW4uDhCQkJYtmwZAMuWLWPr1q1cuXKFq1evsmPHDurVq6fsE2RhYUF4eDi//vord+/eLVVsNjY2DB48mKFDh/LNN9+QkpJCVFQUwcHB7N+/v8A8r7/+Ok2bNmXYsGFcvHiRyMhIPvroI+B/3faDBw9GR0eHYcOGcenSJY4fP86ECRMYMmSI0riCJ/N0vL29iY+P58CBA8yePRtfX99885OKG6uFhQUZGRmEh4dz+/ZtHj58WOA9zJ49m61btzJ79mwSEhKIi4tj0aJFpX4mQgghRFWnoVKVyVFVSENJiEqgWrVqrFq1ivXr11O/fn369OkDgI+PDxs3biQkJISWLVvi7OxMaGiospy4gYEBixcvpl27djg5OZGamsqBAweURsTSpUs5evQo5ubmODo6ljq+kJAQhg4dyuTJk7G1tcXDw4Po6GgaNWpUYHpNTU327NlDRkYGTk5O+Pj48OGHHwKgo6MDQI0aNTh8+DB37tzBycmJ/v3707NnT9asWaNWVs+ePbG2tqZbt254enryzjvvFLmk97Ni7dy5M2PGjMHT0xMTExMWL15cYDkuLi7s2LGDffv20bp1a3r06EFUVFSpn4kQQgghqhbV48ePH7/oIIQQL7/IyEhee+01kpKSaNq06YsOp0q4dKliNhAUQghR9bVoUfwNaktr87mfyqScwW0blkk55U16lIQQ5WL37t0cPXqU1NRUjh07xqhRo+jSpcsr1UgqbHNfIYQQoipSqcrmqCpkMQchRLn466+/mD59OmlpaRgbG+Pq6srSpUtfdFjAkwbMnj17iImJedGhPJNVs+J/Q5h05VKlzFNZ46qoPJU1rorKU1njqqg8z1OH68orxc5zbFKzUtdTWe//ZchT0XGJsiUNJSFEuRg6dChDhw590WEIIYQQooy8avsoydA7IcQL5eLiwoQJE/Dz86NWrVqYmpqyYcMGHjx4wPDhwzEwMMDKyoqDBw8qeXJycvD29qZJkybo6upia2vLypUr1cqNiIigffv26OnpUbNmTbp06cKNGzcIDQ0lKCiI2NhYVCoVKpWK0NDQQuP74osvsLe3R1tbGzMzM3x9fZVr9+7dw8fHBxMTEwwNDenRowexsbFl/oyEEEKIykCjjI6qoirFKoR4SYWFhWFsbExUVBQTJkxg7NixDBgwgM6dO3P+/HneeOMNhgwZoizlnZubS8OGDdmxYwfx8fHMmjWL//znP3z99dcAPHr0CA8PD5ydnbl48SKnT59m1KhRqFQqPD09mTx5Mvb29qSnp5Oeno6np2eBca1du5bx48czatQo4uLi2LdvH1ZWVsr1AQMGcOvWLQ4ePMi5c+do06YNPXv25M6dO+X/0IQQQghRrmTonRDihWvVqpWyz1JAQAALFy7E2NiYkSNHAjBr1izWrl3LxYsX6dixI9WrVycoKEjJ36RJE06fPs3XX3/NwIED+fPPP7l//z69evVSFo+ws7NT0uvr61OtWjXq1atXZFzz5s1j8uTJTJo0STnn5OQEwKlTp4iKiuLWrVvKRrFLlixhz5497Ny5k1GjRpXoGWRmZpKZmal2Lisrq0RlCCGEEOVJht4JIUQFc3BwUF5rampSp04dWrZsqZzL24D21q1byrlPPvmEtm3bYmJigr6+Pp999hlpaWkA1K5dGy8vL9zc3OjduzcrV64kPT29RDHdunWLX375hZ49exZ4PTY2loyMDOrUqYO+vr5ypKSkkJycXKK6AIKDgzEyMlI7Nm7cWOJyhBBCiPKiKqOjqpAeJSHEC1e9enW19yqVSu1c3jdYubm5AGzbto0pU6awdOlSOnXqhIGBAR9//DE//vijkickJISJEydy6NAhtm/fzkcffcTRo0fp2LFjsWLS1dUt8npGRgZmZmZERETku1azZs1i1fG0gIAA/P391c4lJSWVuBwhhBCivLxqPUrSUBJCVDmRkZF07tyZcePGKecK6sVxdHTE0dGRgIAAOnXqxJYtW+jYsSNaWlrk5OQUWYeBgQEWFhaEh4fTvXv3fNfbtGnDr7/+SrVq1bCwsHjue9LW1laG8OXR0tJ67nKFEEIIUToy9E4IUeVYW1tz9uxZDh8+zNWrV5k5cybR0dHK9ZSUFAICAjh9+jQ3btzgyJEjXLt2TZmnZGFhQUpKCjExMdy+fTvf3KA8gYGBLF26lFWrVnHt2jXOnz/P6tWrAXB1daVTp054eHhw5MgRUlNT+eGHH/jwww85e/Zs+T8EIYQQooLJqndCCFHJjR49mr59++Lp6UmHDh34448/1HqXatSowZUrV+jXrx82NjaMGjWK8ePHM3r0aAD69euHu7s73bt3x8TEhK1btxZYz7Bhw1ixYgWffvop9vb29OrVi2vXrgFPhh8cOHCAbt26MXz4cGxsbHjvvfe4ceOGMqdKCCGEeJnkbavxvEdVoXr8+PHjFx2EEEKI/C5dkp3WhRBCFE+LFi3KvY7dF38tk3LedSh61dnKQnqUhBCiHERERKBSqbh37x4AoaGhpVrkQQghhKgsZNU7IYR4iURERKgtxqCjo4OlpSWTJk0q8V5HL0K1OpbFTvvoj+sAWDUr/reKSVculXueiqijMueprHFVVJ7KGldF5anouCb/90Gx8yztplfusVXWz6Wi8lR0XOWtCo2aKxPSUBJCVAlZWVnPtQpcYmIihoaG/P3333z77beMHTuWpk2bFrpPkhBCCCFebTL0TohXhIuLCxMmTMDPz49atWphamrKhg0bePDgAcOHD8fAwAArKysOHjyolu/SpUu8+eab6OvrY2pqypAhQ7h9+/Zzl3vixAnat2+PtrY2ZmZmzJgxg0ePHqmV6+vri5+fH8bGxri5uTFixAh69eqlVk52djZ169bl888/L/L+69atS7169WjSpAkTJ06kSZMmnD9/vsg8kZGRuLi4UKNGDWrVqoWbmxt3794FnuzpFBwcTJMmTdDV1aVVq1bs3LmzyPKEEEKIqkwDVZkcVYU0lIR4hYSFhWFsbExUVBQTJkxg7NixDBgwgM6dO3P+/HneeOMNhgwZwsOHDwG4d+8ePXr0wNHRkbNnz3Lo0CF+++03Bg4c+Fzl/vzzz7z11ls4OTkRGxvL2rVr+fzzz5k3b16+crW0tIiMjGTdunX4+Phw6NAh0tPTlTTfffcdDx8+xNPTs1jP4PHjxxw6dIi0tDQ6dOhQaLqYmBh69uxJ8+bNOX36NKdOnaJ3797K/kvBwcFs2rSJdevWcfnyZT744AP+7//+jxMnThQrDiGEEKKqUanK5qgqZOidEK+QVq1a8dFHHwEQEBDAwoULMTY2ZuTIkQDMmjWLtWvXcvHiRTp27MiaNWtwdHRkwYIFShlffPEF5ubmXL16FRsbm1KV++mnn2Jubs6aNWtQqVQ0a9aMX375henTpzNr1iw0NJ58h2Ntbc3ixYvV7sHW1pYvv/ySadOmARASEsKAAQPQ19cv8t4bNmwIQGZmJrm5ucyZM4du3boVmn7x4sW0a9eOTz/9VDlnb2+vlLFgwQKOHTtGp06dALC0tOTUqVOsX78eZ2fnImMpSGZmZr79nLKysuSHtBBCCPGCSI+SEK8QBwcH5bWmpiZ16tShZcuWyrm8/X9u3boFQGxsLMePH0dfX185mjVrBkBycnKpy01ISKBTp05qeyl06dKFjIwMfvrpJ+Vc27Zt892Dj48PISEhAPz2228cPHiQESNGPPPeT548SUxMDDExMWzcuJEFCxawdu3aQtPn9SgVJCkpiYcPH/L666+rPZtNmzapPZeSCA4OxsjISO3YuHFjqcoSQgghyoOqjP6rKuTLSiFeIdWrV1d7r1Kp1M7lNVxyc3MByMjIoHfv3ixatChfWWZmZqUut7j09PTynRs6dCgzZszg9OnT/PDDDzRp0oSuXbs+s6wmTZooy3Pb29vz448/Mn/+fMaOHVtgel1d3ULLysjIAGD//v00aNBA7Zq2tvYzYylIQEAA/v7+aueSkpJKVZYQQghRHqrSsLmyIA0lIUSh2rRpw65du7CwsKBatbL7cWFnZ8euXbt4/Pix0oiKjIzEwMBAGSJXmDp16uDh4UFISAinT59m+PDhpYpBU1OTv//+u9DrDg4OhIeHExQUlO9a8+bN0dbWJi0trVTD7Aqira2dr5H1PKv8CSGEEGWtKi3EUBZk6J0QolDjx4/nzp07DBo0iOjoaJKTkzl8+DDDhw9XFjUojXHjxnHz5k0mTJjAlStX2Lt3L7Nnz8bf31+Zn1QUHx8fwsLCSEhIYNiwYcWq89atW/z666/cuHGDHTt28OWXX9KnT59C0wcEBBAdHc24ceO4ePEiV65cYe3atdy+fRsDAwOmTJnCBx98QFhYGMnJyZw/f57Vq1cTFhZW7OcghBBCiMpLepSEEIWqX78+kZGRTJ8+nTfeeIPMzEwaN26Mu7t7sRo0hWnQoAEHDhxg6tSptGrVitq1a+Pt7a0sCPEsrq6umJmZYW9vT/369YuVx9bWFoBq1aphbm7O6NGjCQwMLDS9jY0NR44c4T//+Q/t27dHV1eXDh06MGjQIADmzp2LiYkJwcHBXL9+nZo1a9KmTRv+85//FCseIYQQoqp51YbeqR4/fvz4RQchhBAlkZGRQYMGDQgJCaFv374vOpxyc+lSxey0LoQQoupr0aJFuddxJOH3MinnDTuTMimnvEmPkhCiysjNzeX27dssXbqUmjVr8s4777zokIQQQgjxkpKGkhCiykhLS6NJkyY0bNiQ0NDQMl1gorS8vLy4d+8ee/bsKZfyrZoV/xvCpCuXKmWeyhrX8+bRr2dVrPQZvyZVaFyVLU9Fx1WroU2x89z96Wq5x1ZZP5en8zh/HFfsPCemtixRPVXh/l+mz7+8VaWlvcvCi/8rQwghisnCwgIZLSyEEEK8GBqvVjtJVr0TQlQMFxcXJkyYgJ+fH7Vq1cLU1JQNGzbw4MEDhg8fjoGBAVZWVhw8eFDJc+LECdq3b4+2tjZmZmbMmDGDR48eqZU5ceJEpk2bRu3atalXr16+BRrS0tLo06cP+vr6GBoaMnDgQH777Te1NN9++y1OTk7o6OhgbGzMu+++C8CcOXMKHPPdunVrZs6cSWBgIGFhYezduxeVSoVKpSIiIgKAmzdvMnDgQGrWrEnt2rXp06cPqampZfMwhRBCCFHupKEkhKgwYWFhGBsbExUVxYQJExg7diwDBgygc+fOnD9/njfeeIMhQ4bw8OFDfv75Z9566y2cnJyIjY1l7dq1fP7558ybNy9fmXp6evz4448sXryYOXPmcPToUeDJnKY+ffpw584dTpw4wdGjR7l+/Tqenp5K/v379/Puu+/y1ltvceHCBcLDw2nfvj0AI0aMICEhgejoaCX9hQsXuHjxIsOHD2fKlCkMHDgQd3d30tPTSU9Pp3PnzmRnZ+Pm5oaBgQEnT54kMjISfX193N3dycrKqoAnLYQQQpQ9VRn9V1XI0DshRIVp1aqVsgR4QEAACxcuxNjYmJEjRwIwa9Ys1q5dy8WLF/n2228xNzdnzZo1qFQqmjVrxi+//ML06dOZNWuWsjy5g4MDs2fPBsDa2po1a9YQHh7O66+/Tnh4OHFxcaSkpGBubg7Apk2bsLe3Jzo6GicnJ+bPn897772ntrFsq1atAGjYsCFubm6EhITg5OQEQEhICM7OzlhaWgKgq6tLZmYm9erVU/J/9dVX5ObmsnHjRmVD3ZCQEGrWrElERARvvPFGvmeTmZlJZmam2jlpVAkhhKhMXrXlwaVHSQhRYRwcHJTXmpqa1KlTh5YtWyrnTE1NgSebwyYkJNCpUyeloQHQpUsXMjIy+OmnnwosE8DMzIxbt24BkJCQgLm5udJIAmjevDk1a9YkISEBgJiYGHr27FlozCNHjmTr1q38888/ZGVlsWXLFkaMGFHkfcbGxpKUlISBgQH6+vro6+tTu3Zt/vnnH5KTkwvMExwcjJGRkdqxcePGIusRQgghRPmRHiUhRIWpXr262nuVSqV2Lq9RlJub+1xlliS/rq5ukdd79+6NtrY2u3fvRktLi+zsbPr3719knoyMDNq2bcvmzZvzXTMxKXjviICAAPz9/dXOJSUlPSN6IYQQouJUpWFzZUEaSkKISsnOzo5du3bx+PFjpQEVGRmJgYEBDRs2LHYZN2/e5ObNm0qvUnx8PPfu3aN58+bAkx6p8PBwhg8fXmAZ1apVY9iwYYSEhKClpcV7772n1rjS0tIiJydHLU+bNm3Yvn07devWxdDQsFixamtro62trXZOS0urWHmFEEKIiiCr3gkhRCUwbtw4bt68yYQJE7hy5Qp79+5l9uzZ+Pv7K/OTnsXV1ZWWLVsyePBgzp8/T1RUFEOHDsXZ2Zl27doBMHv2bLZu3crs2bNJSEggLi6ORYsWqZXj4+PD999/z6FDh/INu7OwsODixYskJiZy+/ZtsrOzGTx4MMbGxvTp04eTJ0+SkpJCREQEEydOVBs2KIQQQlQlr9piDtJQEkJUSg0aNODAgQNERUXRqlUrxowZg7e3t7IYRHGoVCr27t1LrVq16NatG66urlhaWrJ9+3YljYuLCzt27GDfvn20bt2aHj16EBUVpVaOtbU1nTt3plmzZnTo0EHt2siRI7G1taVdu3aYmJgQGRlJjRo1+O9//0ujRo3o27cvdnZ2eHt7888//xS7h0kIIYQQL5bqsezeKIQQRXr8+DHW1taMGzcu3zyi8nTpUsXstC6EEKLqK2jfv7J26trdMinnNetaZVJOeZMeJSFEpRcYGEjr1q2LnT41NRWVSkVMTEyhaSIiIlCpVNy7d6/Isn7//XfWrFnDr7/+Wug8psJYWFiwYsUK5b1KpWLPnj0lKkMIIYSoLFRldFQVspiDEOKlY25uTnp6OsbGxs9dVt26dTE2Nuazzz6jVq2K/wbMqlnxvyFMunKpUuaprHE9bx5LG/tipb9+9XKFxlXZ8lTWuJ7O09S2+HmSE1+++y/uv2X4379npyHripU++ssxpY7rZchT0XGJsiUNJSHES0dTU1NtA9jnIaOThRBCiCc0XrEdZ2XonRCi2FxcXJgwYQJ+fn7UqlULU1NTNmzYwIMHDxg+fDgGBgZYWVlx8OBB4Ekjw8rKiiVLlqiVExMTg0qlUvYJunfvHj4+PpiYmGBoaEiPHj2IjY0tNI7c3FzmzJlDw4YN0dbWpnXr1hw6dEi5XtDQuwMHDmBjY4Ouri7du3cnNTX1mfd77949Ro8ejampKTo6OrRo0YLvvvtOuX7q1Cm6du2Krq4u5ubmTJw4kQcPHhTnUQohhBBVzqs29E4aSkKIEgkLC8PY2JioqCgmTJjA2LFjGTBgAJ07d+b8+fO88cYbDBkyhIcPH6JSqRgxYgQhISFqZYSEhNCtWzesrKwAGDBgALdu3eLgwYOcO3eONm3a0LNnT+7cuVNgDCtXrmTp0qUsWbKEixcv4ubmxjvvvMO1a9cKTH/z5k369u1L7969iYmJwcfHhxkzZhR5n7m5ubz55ptERkby1VdfER8fz8KFC9HU1AQgOTkZd3d3+vXrx8WLF9m+fTunTp3C19e3pI9UCCGEEJWQNJSEECXSqlUrPvroI6ytrQkICEBHRwdjY2NGjhyJtbU1s2bN4o8//uDixYsAeHl5kZiYqCy5nZ2dzZYtW5T9iE6dOkVUVBQ7duygXbt2WFtbs2TJEmrWrMnOnTsLjGHJkiVMnz6d9957D1tbWxYtWkTr1q3VFk542tq1a2natClLly7F1taWwYMH4+XlVeR9Hjt2jKioKL755htef/11LC0t6dWrF2+++SYAwcHBDB48GD8/P2X58FWrVrFp0yb++eefEj/XzMxM/vzzT7UjKyurxOUIIYQQ5eYV61KShpIQokQcHByU15qamtSpU4eWLVsq50xNTQG4desWAPXr1+ftt9/miy++AODbb78lMzOTAQMGABAbG0tGRgZ16tRBX19fOVJSUkhOTs5X/59//skvv/xCly5d1M536dKFhISEAmNOSEjIt/9Rp06dirzPmJgYGjZsiI2NTYHXY2NjCQ0NVYvZzc2N3NxcUlJSiiy7IMHBwRgZGakdGzduLHE5QgghRHl51TaclcUchBAlUr16dbX3KpVK7Zzq/0/0zM3NVc75+PgwZMgQli9fTkhICJ6entSoUQOAjIwMzMzMiIiIyFdXzZo1y/4GiklXV7fI6xkZGYwePZqJEyfmu9aoUaMS1xcQEJBvj6a8OVxCCCGEqHjSUBJClLu33noLPT091q5dy6FDh/jvf/+rXGvTpg2//vor1apVw8LC4pllGRoaUr9+fSIjI3F2dlbOR0ZG0r59+wLz2NnZsW/fPrVzZ86cKbIeBwcHfvrpJ65evVpgr1KbNm2Ij49X5lk9L21tbbS1tdXOaWlplUnZQgghRFl4xRa9k6F3Qojyp6mpiZeXFwEBAVhbW6sNe3N1daVTp054eHhw5MgRUlNT+eGHH/jwww85e/ZsgeVNnTqVRYsWsX37dhITE5kxYwYxMTFMmjSpwPRjxozh2rVrTJ06lcTERLZs2UJoaGiRMTs7O9OtWzf69evH0aNHSUlJ4eDBg8rqetOnT+eHH37A19eXmJgYrl27xt69e2UxByGEEC+tV2yKkjSUhBAVw9vbm6ysLIYPH652XqVSceDAAbp168bw4cOxsbHhvffe48aNG8p8p3+bOHEi/v7+TJ48mZYtW3Lo0CH27duHtbV1gekbNWrErl272LNnD61atWLdunUsWLDgmTHv2rULJycnBg0aRPPmzZk2bRo5OTnAkx6nEydOcPXqVbp27YqjoyOzZs2ifv36JXwyQgghRBXxirWUVI9lN0UhRAU4efIkPXv25ObNm4U2gIS6S5dkp3UhhBDF06JFi3KvIzrlfpmU49TEqEzKKW/SoySE4LPPPsPc3BwNDQ1WrFhBYGAgrVu3Vq57eXnh4eFRqrIzMzP56aefCAwMZMCAAfkaSS4uLvj5+RVZhoWFRaFLf1dWERERqFQq7t27B0BoaOgLXZxCCCGEeF6y6p0Q4pXy559/4uvry7Jly+jXrx9GRkbk5uYyYcKEMil/69ateHt707p1azZt2lQmZT6PiIgIunfvzt27d6tEw8WqWfG/IUy6cqlS5qmscVVUnsoaV0XlyUvfsKldsev4KTmh3OOqqDyVNa6KypOX3mnIumLXEf3lmHKPq6LyVHRc5e1VW8xBGkpCvOLS0tLIzs7m7bffxszMTDmvr6//XOVmZWWhpaWFl5fXMzd3FUIIIYSobGTonRCVhIuLCxMmTMDPz49atWphamrKhg0bePDgAcOHD8fAwAArKysOHjwIwOPHj7GysmLJkiVq5cTExKBSqZQ9eNLS0ujTpw/6+voYGhoycOBAfvvtN+DJcLC8zWItLS1RqVSkpqbmG3qXJygoCBMTEwwNDRkzZgxZWVlq8fv6+uLn54exsTFubm4AnDhxgvbt26OtrY2ZmRkzZszg0aNHauU+evQIX19fjIyMMDY2ZubMmRQ1fXLZsmW0bNkSPT09zM3NGTduHBkZGcr1Gzdu0Lt3b2rVqoWenh729vYcOHCA1NRUunfvDkCtWrVQqVRFNuIiIyNxcXGhRo0a1KpVCzc3N+7evQs82ScqODiYJk2aoKurS6tWrdi5c2ehZQkhhBBV3Su2loM0lISoTMLCwjA2NiYqKooJEyYwduxYBgwYQOfOnTl//jxvvPEGQ4YM4eHDh6hUKkaMGEFISIhaGSEhIXTr1g0rKytyc3Pp06cPd+7c4cSJExw9epTr16/j6ekJgKenJ8eOHQMgKiqK9PR0zM3NC4wtPDychIQEIiIi2Lp1K9988w1BQUH54tfS0iIyMpJ169bx888/89Zbb+Hk5ERsbCxr167l888/Z968efnyVatWjaioKFauXMmyZcvYuHFjoc9JQ0ODVatWcfnyZcLCwvj++++ZNm2acn38+PFkZmby3//+l7i4OBYtWoS+vj7m5ubs2rULgMTERNLT01m5cmWBdcTExNCzZ0+aN2/O6dOnOXXqFL1791ZWvQsODmbTpk2sW7eOy5cv88EHH/B///d/nDhxotC4hRBCiCrtFWspydA7ISqRVq1a8dFHHwEQEBDAwoULMTY2ZuTIkQDMmjWLtWvXcvHiRTp27IiXlxezZs0iKiqK9u3bk52dzZYtW5RepvDwcOLi4khJSVEaQJs2bcLe3p7o6GicnJyoU6cOACYmJtSrV6/Q2LS0tPjiiy+oUaMG9vb2zJkzh6lTpzJ37lw0NJ5852Jtbc3ixYuVPB9++CHm5uasWbMGlUpFs2bN+OWXX5g+fTqzZs1S8pmbm7N8+XJUKhW2trbExcWxfPly5b7/7enFHywsLJg3bx5jxozh008/BZ70ovXr10+ttyxP7dq1Aahbt26Rc5QWL15Mu3btlDIB7O3tgScLVCxYsIBjx44pe0JZWlpy6tQp1q9fr7YRbnFlZmaSmZmpdu7pHjshhBBCVCzpURKiEnFwcFBea2pqUqdOHeWPfUBZMe7WrVsA1K9fn7fffpsvvvgCgG+//ZbMzEwGDBgAQEJCAubm5mq9RM2bN6dmzZokJCSUKLZWrVpRo0YN5X2nTp3IyMjg5s2byrm2bduq5UlISKBTp06onpr92aVLFzIyMvjpp5+Ucx07dlRL06lTJ65du6b03vzbsWPH6NmzJw0aNMDAwIAhQ4bwxx9/8PDhQ+DJPkvz5s2jS5cuzJ49m4sXL5boXuF/PUoFSUpK4uHDh7z++uvo6+srx6ZNm0hOTi5xXfCkh8rIyEjtKKpXTQghhKhoL3LVu08++QQLCwt0dHTo0KEDUVFRhabdsGEDXbt2pVatWtSqVQtXV9ci0xdGGkpCVCLVq1dXe69SqdTO5TUmcnNzlXM+Pj5s27aNv//+m5CQEDw9PdUaNBVJT0+v3OtITU2lV69eODg4sGvXLs6dO8cnn3wC/K8HxsfHh+vXrzNkyBDi4uJo164dq1evLlE9urq6hV7Lmw+1f/9+YmJilCM+Pr7U85QCAgK4f/++2uHj41OqsoQQQojyoFKVzVFS27dvx9/fn9mzZ3P+/HlatWqFm5ub8sXxv0VERDBo0CCOHz/O6dOnMTc354033uDnn38uUb3SUBKiinvrrbfQ09Nj7dq1HDp0iBEjRijX7OzsuHnzplqvT3x8PPfu3aN58+Ylqic2Npa///5beX/mzBll3k9h7OzsOH36tNrCDJGRkRgYGNCwYUPl3I8//qiW78yZM1hbW6OpqZmvzHPnzpGbm8vSpUvp2LEjNjY2/PLLL/nSmZubM2bMGL755hsmT57Mhg0bgCdDCIFCe6vyODg4EB4eXuC15s2bo62tTVpaGlZWVmpHUc+jKNra2hgaGqodebEKIYQQr7Jly5YxcuRIhg8fTvPmzVm3bh01atRQRtT82+bNmxk3bhytW7emWbNmbNy4kdzc3EJ/rxdGGkpCVHGampp4eXkREBCAtbW1MmcGwNXVlZYtWzJ48GDOnz9PVFQUQ4cOxdnZmXbt2pWonqysLLy9vYmPj+fAgQPMnj0bX19fZZ5RQcaNG8fNmzeZMGECV65cYe/evcyePRt/f3+1fGlpafj7+5OYmMjWrVtZvXo1kyZNKrBMKysrsrOzWb16NdevX+fLL79k3Tr1/Tn8/Pw4fPgwKSkpnD9/nuPHj2Nn92QPl8aNG6NSqfjuu+/4/fff1VbLe1pAQADR0dGMGzeOixcvcuXKFdauXcvt27cxMDBgypQpfPDBB4SFhZGcnMz58+dZvXo1YWFhJXquQgghRFVRVms5ZGZm8ueff6od/56nmycrK4tz587h6uqqnNPQ0MDV1ZXTp08XK+6HDx+SnZ2tzFMuLmkoCfES8Pb2Jisri+HDh6udV6lU7N27l1q1atGtWzdcXV2xtLRk+/btJa6jZ8+eWFtb061bNzw9PXnnnXcIDAwsMk+DBg04cOAAUVFRtGrVijFjxuDt7a0sWJFn6NCh/P3337Rv357x48czadIkRo0aVWCZrVq1YtmyZSxatIgWLVqwefNmgoOD1dLk5OQwfvx47OzscHd3x8bGRlmUoUGDBgQFBTFjxgxMTU3x9fUtsB4bGxuOHDlCbGws7du3p1OnTuzdu5dq1Z6sgTN37lxmzpxJcHCwUs/+/ftp0qRJcR6nEEIIUfWUUUupoHm5//5dnuf27dvk5OQo87TzmJqa8uuvvxYr7OnTp1O/fn21xlaxbvdxUZuVCCGqhJMnT9KzZ09u3ryZ7weJqLouXaqYndaFEEJUfS1atCj3Oi7eLHgURknZ1q2erwdJW1sbbW3tfGl/+eUXGjRowA8//KA2ambatGmcOHEi3/D9f1u4cCGLFy8mIiJCbdGs4pDlwYWowjIzM/n9998JDAxkwIAB0kgqBi8vL+7du8eePXtedChCCCHEK6mwRlFBjI2N0dTU5LffflM7/9tvvxW5rQnAkiVLWLhwIceOHStxIwmkoSRElbZ161a8vb1p3bo1mzZtetHhVAkrV66kLDvSLSws8PPzU9vbqSxZNSv+N4RJVy5VyjyVNa6KylNZ46qoPHnpLW3si13H9auXyz2uispTWeOqqDzPU4fTkHXPSPk/0V+OKXU9lfX+S5OnvJVmxbrnpaWlRdu2bQkPD8fDwwNAWZihsOHz8GQ/xPnz53P48OESz8vOIw0lIaowLy8vvLy8XnQYVUJOTg4qlQojI6MXHYoQQghRJb2AdhIA/v7+DBs2jHbt2tG+fXtWrFjBgwcPlLnZQ4cOpUGDBso8p0WLFjFr1iy2bNmChYWFMpcpb9/D4pLFHIQQlZKLiwu+vr74+vpiZGSEsbExM2fOVHqDMjMzmTJlCg0aNEBPT48OHToQERGh5A8NDaVmzZrs27dPbTlvLy8v5RspePKt1OLFi7GyskJbW5tGjRoxf/58AHr06JHv26rff/8dLS0twsPDcXFx4caNG3zwwQeoVCq1TXNPnTpF165d0dXVxdzcnIkTJ/LgwYPye2BCCCHES8rT05MlS5Ywa9YsWrduTUxMDIcOHVKmHKSlpZGenq6kX7t2LVlZWfTv3x8zMzPlWLJkSYnqlYaSEKLSCgsLo1q1akRFRbFy5UqWLVvGxo0bAfD19eX06dNs27aNixcvMmDAANzd3bl27ZqS/+HDhyxatIiNGzdy+fJl6tatm6+OgIAAFi5cyMyZM4mPj2fLli3KD14fHx+2bNmiNuH0q6++okGDBvTo0YNvvvmGhg0bMmfOHNLT05Uf0snJybi7u9OvXz8uXrzI9u3bOXXqVJFDBIQQQohKr6zWBy8FX19fbty4QWZmJj/++CMdOnRQrkVERBAaGqq8T01N5fHjx/mOZ63W+28y9E4IUWmZm5uzfPlyVCoVtra2xMXFsXz5ctzc3AgJCSEtLY369esDMGXKFA4dOkRISAgLFiwAIDs7m08//ZRWrVoVWP5ff/3FypUrWbNmDcOGDQOgadOmvPbaawD07dsXX19f9u7dy8CBA4EnPVVeXl6oVCpq166NpqYmBgYGahNKg4ODGTx4sDJvydramlWrVuHs7MzatWvR0dHJF0tmZma+FYCysrKe4+kJIYQQZUv1wgbfvRjSoySEqLQ6duyoNpytU6dOXLt2jbi4OHJycrCxsVHGG+vr63PixAmSk5OV9FpaWkWucpOQkEBmZiY9e/Ys8LqOjg5DhgxRdv4+f/48ly5deua8sNjYWEJDQ9Vic3NzIzc3l5SUlALzFLSnRF7vmRBCCCEqnvQoCSGqnIyMDDQ1NTl37hyamppq156epKmrq6vW0Po3XV3dZ9bl4+ND69at+emnnwgJCaFHjx40btz4mfGNHj2aiRMn5rvWqFGjAvMEBATg7++vdi4pKemZ8QkhhBAV5UWsevciSUNJCFFp/XsTuTNnzmBtbY2joyM5OTncunWLrl27lrp8a2trdHV1CQ8Px8fHp8A0LVu2pF27dmzYsIEtW7awZs0atetaWlrk5OSonWvTpg3x8fFYWVkVO5aC9pTQ0tIqdn4hhBCivL1i7SQZeieEqLzS0tLw9/cnMTGRrVu3snr1aiZNmoSNjQ2DBw9m6NChfPPNN6SkpBAVFUVwcDD79+8vdvk6OjpMnz6dadOmsWnTJpKTkzlz5gyff/65WjofHx8WLlzI48ePeffdd9WuWVhY8N///peff/6Z27dvAzB9+nR++OEHfH19iYmJ4dq1a+zdu1cWcxBCCCGqEOlREkJUWkOHDuXvv/+mffv2aGpqMmnSJEaNGgVASEgI8+bNY/Lkyfz8888YGxvTsWNHevXqVaI6Zs6cSbVq1Zg1axa//PILZmZmjBkzRi3NoEGD8PPzY9CgQfkWYpgzZw6jR4+madOmZGZm8vjxYxwcHDhx4gQffvghXbt25fHjxzRt2hRPT8/neyBCCCHEi/SKdSmpHpflFvVCCFEACwsL/Pz8lFXgisPFxYXWrVuzYsWKcouruFJTU2natCnR0dG0adOm2Pm8vLy4d+8ee/bsAUp+T5cuVcxO60IIIaq+Fi1alHsdV9Iflkk5zcxqlEk55U16lIQQohDZ2dn88ccffPTRR3Ts2LFEjSQhhBDiZSOLOQghhAAgMjKS7t27Y2Njw86dO19IDFbNiv8NYdKVS5UyT156Sxv7Ytdx/erlco+rovJU1rgqKk9ljaui8lTWuCoqT0XH5TRkXbHzRH85ptxjq+j7F2VLFnMQQjwXFxcXfH198fX1xcjICGNjY2bOnElRo3qXLVtGy5Yt0dPTw9zcnHHjxpGRkaFcv3HjBgYGBoSFhaGnp4e9vT0HDhwAnuy+rVKpOHz4MI6Ojujq6tKjRw9u3brFwYMHsbOzw9DQkPfff5+HD/83RODQoUO89tpr1KxZkzp16tCrVy+1PZcK0q1bNxYtWkROTg7t2rWjUaNGzJ8/X7l+8+ZNBg4cSM2aNalduzZ9+vQhNTW1lE9SCCGEqNxUZXRUFdJQEkI8t7CwMKpVq0ZUVBQrV65k2bJlRW6WqqGhwapVq7h8+TJhYWF8//33TJs2Tbk+fvx4MjMz+e9//0tcXByLFi1S2x8JIDAwkDVr1vDDDz8oDZYVK1awZcsW9u/fz5EjR1i9erWS/sGDB/j7+3P27FnCw8PR0NDg3XffJTc3t9A4AwICWLhwITNnziQ+Pp4tW7ZgamoKPBmW5+bmhoGBASdPniQyMhJ9fX3c3d3Jysoq7aMUQgghKq9XrKUkQ++EEM/N3Nyc5cuXo1KpsLW1JS4ujuXLlzNy5MgC0z+9qIOFhQXz5s1jzJgxfPrpp8CTZcH79etHy5YtAbC0tMxXxrx58+jSpQsA3t7eBAQEkJycrKTt378/x48fZ/r06QD069dPLf8XX3yBiYkJ8fHxBU6A/euvv1i5ciVr1qxh2LBhADRt2pTXXnsNgO3bt5Obm8vGjRuVTW1DQkKoWbMmERERvPHGG8V7eEIIIYSolKRHSQjx3Dp27Kg0FgA6derEtWvX8m3EmufYsWP07NmTBg0aYGBgwJAhQ/jjjz+UoXITJ05UGkKzZ8/m4sWL+cpwcHBQXpuamlKjRg21BpWpqSm3bt1S3l+7do1BgwZhaWmJoaEhFhYWwJNGWUESEhLIzMykZ8+eBV6PjY0lKSkJAwMD9PX10dfXp3bt2vzzzz/PHNJXkMzMTP7880+1Q3qmhBBCVCaqMvqvqpCGkhCiQqWmptKrVy8cHBzYtWsX586d45NPPgFQGgY+Pj5cv36dIUOGEBcXR7t27dSG0QFUr15dea1SqdTe5517elhd7969uXPnDhs2bODHH3/kxx9/VKvz33R1dYu8j4yMDNq2bUtMTIzacfXqVd5///1iPo3/CQ4OxsjISO0oaviiEEIIUdFUqrI5qgppKAkhnlteoyPPmTNnsLa2RlNTM1/ac+fOkZuby9KlS+nYsSM2Njb88ssv+dKZm5szZswYvvnmGyZPnsyGDRtKHd8ff/xBYmIiH330ET179sTOzo67d+8Wmcfa2hpdXV3Cw8MLvN6mTRuuXbtG3bp1sbKyUjuMjIxKHGNAQAD3799XO3x8fEpcjhBCCCHKhjSUhBDPLS0tDX9/fxITE9m6dSurV69m0qRJBaa1srIiOzub1atXc/36db788kvWrVNfztXPz4/Dhw+TkpLC+fPnOX78OHZ2dqWOr1atWtSpU4fPPvuMpKQkvv/+e/z9/YvMo6Ojw/Tp05k2bRqbNm0iOTmZM2fO8PnnnwMwePBgjI2N6dOnDydPniQlJYWIiAgmTpzITz/9VOIYtbW1MTQ0VDu0tLRKdb9CCCFEeXjF1nKQxRyEEM9v6NCh/P3337Rv3x5NTU0mTZrEqFGjCkzbqlUrli1bxqJFiwgICKBbt24EBwczdOhQJU1OTg7jx4/np59+wtDQEHd3d5YvX17q+DQ0NNi2bRsTJ06kRYsW2NrasmrVKlxcXIrMN3PmTKpVq8asWbP45ZdfMDMzY8yYJ/tu1KhRg//+979Mnz6dvn378tdff9GgQQN69uyJoaFhqWMVQgghKq2q1MopA9JQEkI8t+rVq7NixQrWrl1b4PV/7y30wQcf8MEHH6idGzJkiPL63/ORnubi4pJvjyYvLy+8vLzUzgUGBhIYGKi8d3V1JT4+Xi1NUXs9wZMG1ocffsiHH35Y4PV69eoRFhZWaP7Q0FC19xEREUXWJ4QQQojKQ/X4WX8pCFHJWFhY4Ofnp7bEtHgiIiKC7t27c/fuXWrWrFlgmtDQUPz8/Lh3716xy01NTaVJkyZcuHCB1q1bq11zcXGhdevWrFixotRxP02lUrF79248PDwKTVPceyhOWeXp6fqLeoaFuXRJdloXQghRPAVtdVHWrv/+T5mUY2miUybllDeZoyREJRQREYFKpSpRYwagc+fOpKenl2oxgarE09OTq1evKu8DAwMLbHykp6fz5ptvVmBkQgghxMvrVVv1TobeCfES0dLSol69ehVaZ0UPJ8vOzkZXV/eZy3cDFf4syoNVs+J/Q5h05VKlzFNZ43rePE1ti5cnObHy34t8/nL/5ZWnssb1dB6nIeuekfJ/or8cU6J6KvpeylsVauOUCelREpWKi4sLvr6++Pr6YmRkhLGxMTNnzixyLsmyZcto2bIlenp6mJubM27cODIyMpTrN27coHfv3tSqVQs9PT3s7e05cOAA8L+em8OHD+Po6Iiuri49evTg1q1bHDx4EDs7OwwNDXn//feVzVABDh06xGuvvUbNmjWpU6cOvXr1yrfJ6E8//cSgQYOoXbs2enp6tGvXjh9//JHU1FQ0NDQ4e/asWvoVK1bQuHFjrl+/Tvfu3YEnq7WpVCpl/k1mZiYTJ06kbt266Ojo8NprrxEdHa2UUVBPVGhoKI0aNaJGjRq8++67/PHHH8/8HKKionB0dERHR4d27dpx4cKFfGkuXbrEm2++ib6+PqampgwZMoTbt28r111cXJg4cSLTpk2jdu3a1KtXT23OEDzZBLZbt27o6OjQvHlzjh49qnY9NTUVlUrF9u3bcXZ2RkdHh82bNxMaGqoMLQwNDSUoKIjY2FhUKhUqlUqZG6RSqdizZ88zP5PCPCv93r17adOmDTo6OlhaWhIUFMSjR4+e+XyFEEIIUflJQ0lUOmFhYVSrVo2oqChWrlzJsmXLitx4U0NDg1WrVnH58mXCwsL4/vvvmTZtmnJ9/PjxZGZm8t///pe4uDgWLVqEvr6+WhmBgYGsWbOGH374gZs3bzJw4EBWrFjBli1b2L9/P0eOHFFbYODBgwf4+/tz9uxZwsPD0dDQ4N1331U2OM3IyMDZ2Zmff/6Zffv2ERsby7Rp08jNzcXCwgJXV1dCQkLUYggJCcHLy4vGjRuza9cuABITE0lPT2flypUATJs2jV27dhEWFsb58+exsrLCzc2NO3fuFPhsfvzxR7y9vfH19SUmJobu3bszb968Ip9/RkYGvXr1onnz5pw7d47AwECmTJmilubevXv06NEDR0dHzp49y6FDh/jtt98YOHCgWrqwsDD09PT48ccfWbx4MXPmzFEaQ7m5ufTt2xctLS1+/PFH1q1bx/Tp0wuMacaMGUyaNImEhATc3NzUrnl6ejJ58mTs7e1JT08nPT0dT0/PAu+rsM+ksOdQVPqTJ08ydOhQJk2aRHx8POvXryc0NJT58+cX+XyFEEKIKusVWx9cht6JSsfc3Jzly5ejUqmwtbUlLi6O5cuXM3LkyALTP72og4WFBfPmzWPMmDF8+umnwJM9fvr160fLli0BsLS0zFfGvHnz6NKlCwDe3t4EBASQnJyspO3fvz/Hjx9X/pDv16+fWv4vvvgCExMT4uPjadGiBVu2bOH3338nOjqa2rVrA0/2D8rj4+PDmDFjWLZsGdra2pw/f564uDj27t2Lpqamkqdu3bpKz8mDBw9Yu3YtoaGhyrybDRs2cPToUT7//HOmTp2a775WrlyJu7u70nC0sbHhhx9+4NChQ4U9frZs2UJubi6ff/45Ojo62Nvb89NPPzF27FglzZo1a3B0dGTBggVqz8Dc3JyrV69iY2MDgIODA7NnzwaebOC6Zs0awsPDef311zl27BhXrlzh8OHD1K9fH4AFCxYUOKfIz8+Pvn37Fhivrq4u+vr6VKtWrcihds/6TEqaPigoiBkzZjBs2DDgyb+ruXPnMm3aNOWehRBCiJeJqiq1csqA9CiJSqdjx46onprp16lTJ65du0ZOTk6B6Y8dO0bPnj1p0KABBgYGDBkyhD/++EMZKjdx4kSlITR79mwuXryYrwwHBwfltampKTVq1FBrUJmamnLr1i3l/bVr1xg0aBCWlpYYGhpiYWEBPGmUAcTExODo6Kj8gf1vHh4eaGpqsnv3buDJ8LHu3bsr5RQkOTmZ7OxspUEHT5blbt++PQkJCQXmSUhIoEOHDmrnOnXqVGgdeXkcHBzQ0fnfijT/zhMbG8vx48fR19dXjmbNmilx5nn6uQKYmZkpzzEhIQFzc3OlkVRUbO3atSsy5uJ41mdS0vSxsbHMmTNH7RmMHDmS9PR0tWGaxZWZmcmff/6pdmRlZZW4HCGEEEKUDWkoiSotNTWVXr164eDgwK5duzh37hyffPIJgPJHpo+PD9evX2fIkCHExcXRrl27fPv0VK9eXXmtUqnU3uede3qIVu/evblz5w4bNmzgxx9/VOat5NX5rIUGtLS0GDp0KCEhIWRlZbFlyxZGjBhRyqdQ8TIyMujduzcxMTFqR96cozzPeo7Fpaen99wxF2fxh5Kkz8jIICgoSO3+4+LiuHbtmlojs7iCg4MxMjJSO4oaciqEEEJUtFdt1TtpKIlK59+T68+cOYO1tTWampr50p47d47c3FyWLl1Kx44dsbGx4ZdffsmXztzcnDFjxvDNN98wefJkNmzYUOr4/vjjDxITE/noo4/o2bMndnZ23L17Vy2Ng4MDMTExhc4dgicNuGPHjvHpp5/y6NEjtaFlWlpaAGq9aE2bNkVLS4vIyEjlXHZ2NtHR0TRv3rzAOuzs7Ap8nkWxs7Pj4sWL/PPP//ZK+HeeNm3acPnyZSwsLLCyslI7ituosbOz4+bNm6Snpxc7tsJoaWkV2uOYpzifSUnSt2nThsTExHz3b2VlhYZGyX+0BgQEcP/+fbXDx8enxOUIIYQQ5eUVm6IkDSVR+aSlpeHv709iYiJbt25l9erVTJo0qcC0VlZWZGdns3r1aq5fv86XX37JunXqy3z6+flx+PBhUlJSOH/+PMePH8fOzq7U8dWqVYs6derw2WefkZSUxPfff4+/v79amkGDBlGvXj08PDyIjIzk+vXr7Nq1i9OnTytp7Ozs6NixI9OnT2fQg7OgvAABAABJREFUoEFqPRiNGzdGpVLx3Xff8fvvv5ORkYGenh5jx45l6tSpHDp0iPj4eEaOHMnDhw/x9vYuMNaJEydy6NAhlixZwrVr11izZk2R85MA3n//fVQqFSNHjiQ+Pp4DBw6wZMkStTTjx4/nzp07DBo0iOjoaJKTkzl8+DDDhw9/ZoMlj6urKzY2NgwbNozY2FhOnjzJhx9+WKy8/2ZhYUFKSgoxMTHcvn2bzMzMfGmK85mUJP2sWbPYtGkTQUFBXL58mYSEBLZt28ZHH31UqnvQ1tbG0NBQ7chrMAshhBCi4klDSVQ6Q4cO5e+//6Z9+/aMHz+eSZMmMWrUqALTtmrVimXLlrFo0SJatGjB5s2bCQ4OVkuTk5PD+PHjsbOzw93dHRsbG2Whh9LQ0NBg27ZtnDt3jhYtWvDBBx/w8ccfq6XR0tLiyJEj1K1bl7feeouWLVuycOHCfL1i3t7eZGVl5Rt216BBA2WxAFNTU3x9fQFYuHAh/fr1Y8iQIbRp04akpCQOHz5MrVq1Coy1Y8eObNiwgZUrV9KqVSuOHDnyzD/k9fX1+fbbb4mLi8PR0ZEPP/yQRYsWqaWpX78+kZGR5OTk8MYbb9CyZUv8/PyoWbNmsXtTNDQ02L17t/JZ+/j4lHrFuH79+uHu7k737t0xMTFh69at+dIU9zMpbno3Nze+++47jhw5gpOTEx07dmT58uU0bty4VPcghBBCVHav2tA71eOiNqgRooK5uLjQunVrVqxY8aJDqRBz585lx44dBS4wIcSlS5cq9SaNlXXDRdlwtnLlqaxxVVSeyhpXReWprHE9nedl2XC2RYvipy+tn+6WzSJDDWtVjRET0lASlcqr0lDKyMggNTWVnj17Mm/evEKXPq+MUlNTadKkCRcuXKB169YvOpxKKyIigu7du3P37l1q1qxJaGgofn5+apsBP8ulSxWz07oQQoiqTxpKZU+G3gnxAvj6+tK2bVtcXFyq1Gp3peXl5YWHh8cLqTswMBCVSlXkIYQQQohne9WG3smGs6JSiYiIeNEhVIjQ0FBCQ0PLrLysrKxXYuJ/ae5zypQpjBkzRnnv5OTEqFGjqkwvXmmGa1ja2hc7z/XEy6WupzIOPQHQMs6/qXRhsm5fB6BWQ5ti57n709USxVYVhh69TJ9/ZctTWeOqqDyVNa7nzTPx+7+KlX5VD4MKjau8VaE2TpmQHiUhqiAXFxd8fX3x8/PD2NgYNzc34MlQrTfffBN9fX1MTU0ZMmQIt2/fVvL99ddfDB48GD09PczMzFi+fDkuLi74+fkpaVQqFXv27FGrL2/oWEFycnLw9vamSZMm6OrqYmtry8qVK5XrgYGBhIWFsXfvXqUHJ69BHBcXR48ePdDV1aVOnTqMGjWKjIwMJW9eT9T8+fOpX78+tra2zJkzp8DhBa1bt2bmzJn5zuvr61OvXj3l0NTUxMDAQO1cYSIjI3FxcaFGjRrUqlULNzc3ZSn43NxcgoODlftu1aoVO3fuLLQsIYQQoqp71XqUpKEkRBUVFham7Ku0bt067t27R48ePXB0dOTs2bMcOnSI3377jYEDByp5/P39iYyMZN++fRw9epSTJ09y/vz554ojNzeXhg0bsmPHDuLj45k1axb/+c9/+Prrr4EnPToDBw7E3d2d9PR00tPT6dy5Mw8ePMDNzY1atWoRHR3Njh07OHbsmLLCX57w8HASExM5evQo3333HSNGjCAhIYHo6GglzYULF7h48SLDhw9/rnt5WkxMDD179qR58+acPn2aU6dO0bt3b2X58+DgYDZt2sS6deu4fPkyH3zwAf/3f//HiRMnyiwGIYQQQrw4MvROiCrK2tqaxYsXK+/nzZuHo6MjCxYsUM598cUXmJubc/XqVczMzAgLC2PLli307NkTgJCQEOrXr/9ccVSvXp2goCDlfZMmTTh9+jRff/01AwcORF9fH11dXTIzM9V6b8LCwvjnn3/YtGmTskntmjVr6N27N4sWLcLU1BQAPT09Nm7cqDbkzs3NjZCQEJycnJT7cHZ2xtKy+EOunmXx4sW0a9dObSl5e/snQ9oyMzNZsGABx44do1OnTgBYWlpy6tQp1q9fj7Ozc5nFIYQQQlQWqlds8J00lISootq2bav2PjY2luPHj6Ovr58vbXJyMn///TfZ2dm0b99eOW9kZIStre1zx/LJJ5/wxRdfkJaWxt9//01WVtYzV8RLSEigVatWSiMJoEuXLuTm5pKYmKg0lFq2bJlvXtLIkSMZMWIEy5YtQ0NDgy1btrB8+fLnvo+nxcTEMGDAgAKvJSUl8fDhQ15//XW181lZWTg6OpaqvszMzHwb5WZllc3qQkIIIUSZeLXaSdJQEqKqerqBAU+WHM/rjfk3MzMzkpKSilWuSqXi37sGZGdnF5p+27ZtTJkyhaVLl9KpUycMDAz4+OOP+fHHH4tV37P8+z4Bevfujba2Nrt370ZLS4vs7Gz69+9fJvXl0dXVLfRa3jyq/fv306BBA7Vr2trapaovODhYrWcOYOzYsSxbVfrNkYUQQghRetJQEuIl0aZNG3bt2oWFhQXVquX/X9vS0pLq1asTHR1No0aNALh//z5Xr16lW7duSjoTExPS09OV99euXePhw4eF1hsZGUnnzp0ZN26cci45OVktjZaWljK3J4+dnR2hoaE8ePBAaQxFRkaioaHxzF6uatWqMWzYMEJCQtDS0uK9994rsmFTGg4ODoSHh+drvAA0b94cbW1t0tLSymyYXUBAAP7+/mrnitu4FUIIISrCK9ahJIs5CPGyGD9+PHfu3GHQoEFER0eTnJzM4cOHGT58ODk5ORgYGDBs2DCmTp3K8ePHuXz5Mt7e3mhoaKjtJdSjRw/WrFnDhQsXOHv2LGPGjKF69eqF1mttbc3Zs2c5fPgwV69eZebMmWoLLQBYWFhw8eJFEhMTuX37NtnZ2QwePBgdHR2GDRvGpUuXOH78OBMmTGDIkCHKsLui+Pj48P3333Po0KFy2YsqICCA6Ohoxo0bx8WLF7ly5Qpr167l9u3bGBgYMGXKFD744APCwsJITk7m/PnzrF69mrCwsFLVp62tjaGhodrxKiz5LoQQouqQVe+EEFVS/fr1iYyMJCcnhzfeeIOWLVvi5+dHzZo10dB48r/6smXL6NSpE7169cLV1ZUuXbpgZ2eHjo6OUs7SpUsxNzena9euvP/++0yZMoUaNWoUWu/o0aPp27cvnp6edOjQgT/++EOtdwmezCmytbWlXbt2mJiYEBkZSY0aNTh8+DB37tzBycmJ/v3707NnT9asWVOs+7W2tqZz5840a9aMDh06lOKJFc3GxoYjR44QGxtL+/bt6dSpE3v37lV66+bOncvMmTMJDg7Gzs4Od3d39u/fT5MmTco8FiGEEEJUPBl6J0QVVNjGvNbW1nzzzTeF5jMwMGDz5s3K+wcPHhAUFMSoUaOUc/Xr1+fw4cNq+e7du6e8trCwUJvDpK2tTUhICCEhIWp5goODldcmJiYcOXIkXzwtW7bk+++/LzTeojblffz4Mb/88ku+RtmzpKamFjuts7MzkZGRBV5TqVRMmjSJSZMmFXjdxcVF7Tl5eXnh5eVVklCFEEKISuVVW/VO9fjfs7aFEJWaSqVi9+7deHh4lDjvhQsXuHLlCu3bt+f+/fvMmTOHiIgIkpKSMDY2LvtgedKo6969O3fv3lU2rvXz81NrfH322WfMnTuXn3/+mWXLlqltgFuQqVOnsnXrVu7du8fNmzepVatWucT+vAIDA9mzZw8xMTHAk8bSvXv38m3oW5hLlypmp3UhhBBVX0GbsZe13zMelUk5JvpVo69Ght4J8QwuLi7P/MO9IqWnp/Pmm28CT3pHVCqV8od4cSxZsoRWrVrh6urKgwcPOHnyZLk1kgri6enJ1atXlfd//vknvr6+TJ8+nZ9//lmtd6swS5Ys4e+//+azzz6rtI0kIYQQQlRtVaM5J0Ql9/jxY3Jycgpcba6sPb1pa0k5Ojpy7ty5Moym5HR1ddVWqEtLSyM7O5u3334bMzOzYpXxKnWEWzUr/jeESVcuVco8lTWuispTWeOqqDyVNa6n8zSwtCt2np+vJ5Sonrw6LG3ti13H9cTLJarj6XoqW57KGldF5clL32NZfLHr+N6/eanjKm+v1sA76VESokheXl6cOHGClStXolKpUKlUpKamEhERgUql4uDBg7Rt2xZtbW1OnTpFcnIyffr0wdTUFH19fZycnDh27JhamRYWFixYsIARI0ZgYGBAo0aN+Oyzz5TrWVlZ+Pr6YmZmho6ODo0bN1ab76NSqZShW3kLBzg6OqJSqXBxcSnwPnJycvD29qZJkybo6upia2vLypUr892rh4cHCxYswNTUlJo1azJnzhwePXrE1KlTqV27Ng0bNlSbi5TXo7Vt2zY6d+6Mjo4OLVq04MSJE4U+09DQUGrWrKm8btmyJfBk+XKV6v+xd95RUSRrG68xoCBJECRnRJJIDiIgORhQVBQVs5jFAKIomMWcAyqKOSdUxJxzQDArJhBBFEElMzPP98ecrp1mAHXv7l73fv27Z8+V6a7u6u6annrqTTwya9YsoqysLFF8NTg4mPTr148QInJpEy9oy/R98eLFRF1dnSgrK5NRo0ax6j/l5eWRoKAgIi0tTfT19cmuXbuInp4eWb58eZ19JYSQzZs3E3Nzc9KkSROirq5ORo8eTbcVFxeTIUOGEBUVFSIvL088PT1JRkZGvcfj4ODg4OD4t8JlvePg4KCsWLGCODs7k6FDh5K8vDySl5dHtLW16faYmBiSkJBAnj59Stq0aUNKSkpIYGAgOXfuHElPTyf+/v6kU6dOJDs7m3XcJUuWEDs7O5Kenk5GjhxJRowYQZ4/f04IIWTlypUkJSWF7Nu3jzx//pzs3LmT6Onp1dq/27dvE0IIOXv2LMnLy6szkYNQKCRaWlpk//795MmTJyQuLo5MnTqV7Nu3j7Xf+fPnyYcPH8jly5fJ0qVLSXx8POnYsSNp3rw5uXXrFhk+fDiJiIgg79+/Z7WLiooiEydOJOnp6cTZ2Zl06tSJFBYW/vD+hoaGUiF5+/ZtkpeXRyZOnEgEAgFJSUmh+xUUFJATJ07Umwb8woUL5NWrV+TChQtk69atJDk5mZUMIjw8nHz48IFcvHiRHDx4kGzYsIEUFBTU279169aRUaNGkWHDhpGHDx+SlJQUYmRkRLf36NGDFBQUkJMnT5J79+4RGxsb4uXlRb58+fLDa+fg4ODg4Pi3wfuL/vdvgXO94+CoBwUFBSIlJUVkZGRqdXmbNWsW8fHxoX8rKSkRKysr+vfs2bPJ4cOHSUpKCssSERgYSLO1TZ48mSxbtoxcuHCBmJiYkOzsbGJsbExcXV0Jj8cjurq6dfZPRUWFEEKIsrJyvS55jRs3ZhVO1dfXJzdu3CD79u0jPXv2ZPV/5cqVtOjrwoULSVlZGZk6dSohRFRbKCEhgVy9epX06tWLths9ejQJCQkhhIjERVpaGklKSiLR0dF19okQkRuesrIyvRbmGsLCwsiWLVtIjx49CCGE7Nixg+jo6NRpMSOEkObNm5PVq1eThg0bktatW5OgoCBy7tw5MnToUPLs2TNy9uxZcufOHWJnZ0cIIWTTpk3E2Ni43v7NmTOHTJw4kZXZzt7enhBCyNWrV8nt27dJQUEBadKkCSFEFDt15MgRcuDAgZ+KteLg4ODg4OD4feGEEgfHfwAz6WYoKSkhM2bMICdOnCB5eXmEz+eT8vJyCYtSmzZt6L95PB5RU1Oj1o0BAwYQHx8fYmJiQvz9/UnHjh2Jr6/vf9zXNWvWkM2bN5Ps7GxSXl5OqqqqWO5rhBBibm5Oay4RQkjLli1ZWXQaNmxIlJWVJSwxzs7O9N+NGjUidnZ25OnTp3+6r0OHDiX29vYkNzeXaGpqkuTkZDJgwABWYdyamJubk4YNG9K/1dXVycOHDwkhhDx//pw0atSI2NjY0O1GRkb1JoIoKCggHz58IF5eXrVuz8jIICUlJVToMZSXl5NXr1791HWKU1lZKeFuWFVV9cvH4eDg4ODg+Lv4N7nN/RVwQomD4z+gWbNmrL8nTZpEzpw5QxYvXkyMjIyItLQ06d69u8SEt3Hjxqy/eTweEQqFhBBCbGxsyJs3b8jJkyfJ2bNnSc+ePYm3tzc5cODAn+7nnj17yKRJk8iSJUuIs7MzkZOTI4sWLSK3bt36Yb/q6+vfhbW1NbGysiLbtm0jvr6+5PHjx+TEiRP1tvmr+ymecKI2SkpKiLq6eq01rZgYrF9h/vz5LKsfIYSMGDGCLF259pePxcHBwcHBwfGfwwklDo4fICUlRQQCwU/te+3aNTJgwADStWtXQohoMv0rBU4Z5OXlSWhoKAkNDSXdu3cn/v7+5MuXL0RJSUmib4SQH/bv2rVrxMXFhVWc9c9YPeri5s2bxM3NjRBCCJ/PJ/fu3WO5Gv4ZhgwZQpYvX05yc3OJt7c3KzbsVzExMSF8Pp+kp6cTW1tbQgghWVlZpKioqM42cnJyRE9Pj5w7d4506NBBYruNjQ3Jz88njRo1qjOG7FeYMmUKmTBhAuuzrKys//i4HBwcHBwcHH8OLpkDB8cP0NPTI7du3SJv374lnz9/rtdKYWxsTA4dOkQePHhAMjIySFhY2C9bNZYuXUp2795Nnj17Rl68eEH2799P1NTUarVSqKqqEmlpaZKWlkY+fvxIvn79Wme/7t69S06dOkVevHhBpk+fTu7cufNL/aqPNWvWkMOHD5Nnz56RUaNGkaKionoTL/wMYWFh5P3792Tjxo3/8bFat25NvL29ybBhw8jt27dJeno6GTZsGJGWlq7XnW/GjBlkyZIlZOXKleTly5fk/v37ZNWqVYQQQry9vYmzszMJDg4mp0+fJm/fviXXr18nsbGx5O7du7/cxyZNmhB5eXnWf4wQ5uDg4ODg+B3gst5xcHCwmDRpEmnYsCExMzMjKioqEvFG4ixdupQ0b96cuLi4kE6dOhE/Pz9WXMzPICcnRxYuXEjs7OyIvb09efv2LUlNTWXFDjE0atSIrFy5kiQmJhINDQ3SpUuXWo8ZERFBunXrRkJDQ4mjoyMpLCxkWZf+UxISEkhCQgKxsrIiV69eJSkpKf9xEVsFBQUSEhJCZGVlSXBw8H/cx23btpGWLVsSNzc30rVrVzJ06FAiJydHmjZtWmeb/v37k+XLl5O1a9cSc3Nz0rFjR/Ly5UtCiMi1LzU1lbi5uZGBAweSVq1akV69epF3796Rli1b/sf95eDg4ODg+N34/5b1jof/T5UbOTg4/lLevn1L9PX1SXp6ukRiiL8CLy8vYm5uTlauXPmXH/v9+/dEW1ubnD17ts6EDf9tHj169NsVT/wzbX7Xfv1TbX7Xfv1TbX7Xfom34QrO/v9+/v8rBWfFky/9XXwt/2tilBWk/x22Gk4ocXD8ZvB4PHL48OG/xIryV+Ph4UHatm1Li7T+WaGkp6dHIiMjSWRkZK3bi4qKyMWLF0n37t3JkydPiImJicQ+AwYMIMXFxbT4bs2+1eT8+fOkpKSEWFpakry8PBIREUEePXpECgoKaJr1v5qa1/mrz/bRo3+m0joHBwcHx7+ff0Iofav4a4SSfNN/h1DikjlwcPxm5OXl1Zu2+t9EcnIyiYyMJMXFxb/UztramhQVFZEFCxbUKpJq49ChQxKZ78Sprq4mU6dOJa9fvyZycnK0hlJ9bTg4ODg4ODj+4N/jNPfXwAklDo7fjPoKx/5u6Onpkb/DKP1nMgXWzAhYEz8/P+Ln50f/vnjxYq3Z7H43fjc3kj/T5nft1z/V5j85h7J2q59uU5jz4k+f53e9/v+FNr9rv/6pNr9rv/6pNv/JOeyjz/10mzsLf08X8n87/w67FwfHv4ANGzYQDQ0NiSx3Xbp0YWVtO3r0KLGxsSFNmzYlBgYGZObMmYTP59PtPB6PupO9ffuW8Hg8cujQIdKhQwciIyNDrKysyI0bN+rtS3FxMRkyZAhRUVEh8vLyxNPTk2RkZNDtM2bMIG3btiXbt28nenp6REFBgfTq1Yt8//6d7lNaWkrCw8OJrKwsUVdXJ0uWLJE4T1FREQkPDyfNmzcnMjIyJCAggCY7uHjxIhk4cCD5+vUr4fF4hMfjkRkzZtC2ZWVlZNCgQUROTo7o6OiQDRs2sI6dk5NDevbsSRQVFYmSkhLp0qVLvQLKw8OD5cq3fft2YmdnR+Tk5IiamhoJCwuTKJT7I4qLi0lERARp2bIladq0KbGwsCDHjx+n269evUrat29PpKWliba2Nhk7diwpLS39pXNwcHBwcHD8a+D9Rf/9S+CEEgfHX0SPHj1IYWEhuXDhAv3sy5cvJC0tjfTp04cQQsiVK1dIeHg4GTduHHny5AlJTEwkycnJZO7cufUeOzY2lkyaNIk8ePCAtGrVivTu3ZslrmrrS0FBATl58iS5d+8esbGxIV5eXuTLly90n1evXpEjR46Q48ePk+PHj5NLly6RhIQEuj0qKopcunSJHD16lJw+fZpcvHiR3L9/n3WeAQMGkLt375KUlBRy48YNAoAEBgaS6upq4uLiQpYvX07k5eVJXl4eycvLI5MmTaJtlyxZQuzs7Eh6ejoZOXIkGTFiBHn+/DkhROQm5+fnR+Tk5MiVK1fItWvXiKysLPH395co3lsX1dXVZPbs2SQjI4McOXKEvH37lgwYMOCn2hJCiFAoJAEBAeTatWtkx44d5MmTJyQhIYE0bNiQ3j9/f38SEhJCMjMzyd69e8nVq1f/4/pRHBwcHBwcvyv/37Leca53HBx/Ec2bNycBAQFk165dNIvagQMHSIsWLaiL18yZM0lMTAzp378/IYQQAwMDMnv2bBIdHU3i4+PrPPakSZNIUFAQPYa5uTnJysoirVu3ltj36tWr5Pbt26SgoIA0adKEEELI4sWLyZEjR8iBAwfIsGHDCCEiIZCcnEzk5OQIIYT069ePnDt3jsydO5eUlJSQpKQksmPHDnotW7duJVpaWvQ8L1++JCkpKbSYLSGE7Ny5k2hra5MjR46QHj16EAUFBcLj8Wp1JwwMDKQpyidPnkyWLVtGLly4QExMTMjevXuJUCgkmzZtonWOtmzZQhQVFcnFixeJr6/vD5+HuBXPwMCArFy5ktjb25OSkhIiKyv7w/Znz54lt2/fJk+fPiWtWrWix2GYP38+6dOnD7ViGRsbk5UrVxJ3d3eybt26etOOc3BwcHBw/Bv5N9VA+ivghBIHx19Inz59yNChQ8natWtJkyZNyM6dO0mvXr1oDaSMjAxy7do1lgVJIBCQiooKUlZWRmRkZGo9bps2bei/1dXVCSGEFBQU1CqUMjIySElJCVFWVmZ9Xl5eTl69ekX/1tPToyKJOS7jmvbq1StSVVVFHB0d6XYlJSVWYoWnT5+SRo0asfZRVlYmJiYm5OnTp/XcJclrYsQUc/6MjAySlZXF6h8hhFRUVLCuoT7u3btHZsyYQTIyMkhRURF1iczOziZmZmY/bP/gwQOipaVFRVJNMjIySGZmJtm5cyf9DAARCoXkzZs3xNT059MNE0JIZWUlqaysZH32s9YzDg4ODg4Ojr8eTihxcPyFdOrUiQAgJ06cIPb29uTKlStk2bJldHtJSQmZOXMm6datm0Tb+iwQ4pnZGAtLzVgo8XOoq6uTixcvSmxTVFSs9ZjMces65t9BfecvKSkhtra2LBHC8DOpvEtLS2nyhp07d9JCwX5+fj8tPqSlpevdXlJSQiIiIsjYsWMltuno6PzUOcSZP38+mTlzJuuzESNGkKUr1/7ysTg4ODg4OP4O/p8ZlDihxMHxV9K0aVPSrVs3snPnTpKVlUVMTEyIjY0N3W5jY0OeP39OjIyM/rY+2NjYkPz8fNKoUSOip6f3p45haGhIGjduTG7dukUn/UVFReTFixfE3d2dEEKIqakp4fP55NatW9T1rrCwkDx//pxabKSkpIhAIPhT17B3716iqqpK5OXlf7n9s2fPSGFhIUlISCDa2tqEEELu3r37S8do06YNef/+PXnx4kWtViUbGxvy5MmTv+xZTpkyhUyYMIH1WVZW1l9ybA4ODg4Ojr+E/2dKiUvmwMHxF9OnTx9y4sQJsnnzZprEgSEuLo5s27aNzJw5kzx+/Jg8ffqU7Nmzh0ybNu0vO7+3tzdxdnYmwcHB5PTp0+Tt27fk+vXrJDY29qfFgqysLBk8eDCJiooi58+fJ48ePSIDBgygLoSEiGJyunTpQoYOHUquXr1KMjIySN++fYmmpibp0qULIUTk3ldSUkLOnTtHPn/+TMrKyn7q/H369CEtWrQgXbp0IVeuXCFv3rwhFy9eJGPHjiXv37//YXsdHR0iJSVFVq1aRV6/fk1SUlLI7Nmzf+rcDO7u7sTNzY2EhISQM2fOkDdv3pCTJ0+StLQ0Qogorur69etk9OjR5MGDB+Tly5fk6NGjfzqZQ5MmTYi8vDzrPykpqT91LA4ODg4Ojv811qxZQ/T09EjTpk2Jo6MjuX37dr3779+/n7Ru3Zo0bdqUWFpaktTU1F8+JyeUODj+Yjw9PYmSkhJ5/vw5CQsLY23z8/Mjx48fJ6dPnyb29vbEycmJLFu2jOjq6v5l5+fxeCQ1NZW4ubmRgQMHklatWpFevXqRd+/ekZYtW/70cRYtWkTat29POnXqRLy9vYmrqyuxtbVl7bNlyxZia2tLOnbsSJydnQkAkpqaSt3qXFxcyPDhw0loaChRUVEhCxcu/Klzy8jIkMuXLxMdHR3SrVs3YmpqSgYPHkwqKip+ysKkoqJCkpOTyf79+4mZmRlJSEggixcv/ulrZzh48CCxt7cnvXv3JmZmZiQ6OppayNq0aUMuXbpEXrx4Qdq3b0+sra1JXFwc0dDQ+OXzcHBwcHBw/Bv4b2W927t3L5kwYQKJj48n9+/fJ1ZWVsTPz6/Osh/Xr18nvXv3JoMHDybp6ekkODiYBAcHk0ePHv3a9eLvqBbJwcHBwfEf8+jRo9+ueOKfafO79uufasMVnP09n8s/1eZ37dc/1eZ37dc/1eafLDhrYfHz5/izVNRdmeSXaPqLwT+Ojo7E3t6erF69mhAiitPW1tYmY8aMITExMRL7h4aGktLSUlbtQycnJ9K2bVuyfv36nz4vJ5Q4ODg4flN+deWLg4ODg+P/L/8mocQTSGZ6bdKkCS1rIk5VVRWRkZEhBw4cIMHBwfTz/v37k+LiYnL06FGJNjo6OmTChAmsQvTx8fHkyJEjJCMj4+c7Cg4ODg6OfxUVFRWIj49HRUXF37L//1qb37Vf/1Sb37Vf/1Sb37Vf/1Sb37Vf/1Sb37Vf/2Sb35H4+HgQQlj/xcfH17pvbm4uCCG4fv066/OoqCg4ODjU2qZx48bYtWsX67M1a9ZAVVX1l/rJCSUODg6Ofxlfv34FIQRfv379W/b/X2vzu/brn2rzu/brn2rzu/brn2rzu/brn2rzu/brn2zzO1JRUYGvX7+y/qtL/P03hRKXHpyDg4ODg4ODg4OD4x+jLje72mjRogVp2LAh+fjxI+vzjx8/EjU1tVrbqKmp/dL+dcFlvePg4ODg4ODg4ODg+C2RkpIitra25Ny5P5JbCIVCcu7cOeLs7FxrG2dnZ9b+hBBy5syZOvevC86ixMHBwcHBwcHBwcHx2zJhwgTSv39/YmdnRxwcHMjy5ctJaWkpGThwICGEkPDwcKKpqUnmz59PCCFk3LhxxN3dnSxZsoQEBQWRPXv2kLt375INGzb80nk5ocTBwcHxL6NJkyYkPj7+p90WfnX//7U2v2u//qk2v2u//qk2v2u//qk2v2u//qk2v2u//sk2/wuEhoaST58+kbi4OJKfn0/atm1L0tLSaH3I7Oxs0qDBH45yLi4uZNeuXWTatGlk6tSpxNjYmBw5cuSXMwNy6cE5ODg4ODg4ODg4ODhqwMUocXBwcHBwcHBwcHBw1IATShwcHBwcHBwcHBwcHDXghBIHBwcHBwfHvxIueoCDg+PvhBNKHBwcHL8BGRkZ/+0u1MqrV69+eTL6+vXrv6k3bN6+ffuPnOf/Mw8fPiTl5eX/7W7UCgDC4/F+aXw+e/bsb+zRn+fLly//7S786zh//vwvt/n+/fvf0BM2p0+f/uU2OTk5RCAQ/A294fhP4YQSBwcHx3+ZQ4cOkb59+5KNGzf+dJtly5aRN2/e/NJ55s+fTy5cuPDT+48bN464uLiQe/fu/fRkNDo6mowdO5bcv3//l/r2q8yYMYOYmJj87QLz+vXr5MOHD3/rOQgR1QSp7++arFmzhqSnp/9t/QFATp8+TaysrMjevXtJRUXF33YuQgiJi4v7pfs8fPhwYmlpSYRC4U+LpTlz5pB+/fqRa9eu/fR5bt68+csLBStXrvzh8xNn586dpFevXr8s4nbv3v1L+/8Zpk+fTjIzM3+pzeHDh/+m3vzBwoULyahRo8iWLVt+us2QIUOIp6cnKSws/Ok2UVFRvySu1qxZQ0aNGkUSExN/us3WrVuJhYUFuXbt2i+NG45/CHBwcHBw/Fd5//49goOD4e7ujk2bNv1w/+fPn4PH4yEsLAzZ2dk/dY43b96gefPm6NKlC65du/ZTbSoqKmBhYQErKyvcuXMHQqHwh22SkpLg4OCA8PBw3L1796fOk56eDoFAAABYtmwZ7t2798M2JSUl8Pb2hp6eHh48ePDD/Znji1Pf9QiFQly+fBkyMjKYPXs28vPzf3iOv4KNGzeiuLi43n3u3buHxo0bY/DgwXj48OHf2p8RI0agWbNmSE5ORllZWb37it/j6upqAEB5efkPz5GXl4emTZuiQ4cOP32fr169CgMDA3To0AF8Ph9A/c8TAPbs2YOAgAAEBATg6tWrPzzH3bt3wePxMH/+/J8a+wCQlpYGLS0thIeH1zrmxGGOuXbtWri6uqJnz5549uzZT53n2LFj4PF4mD59+k/t/2f48uULeDwePDw88OTJk59qc/DgQfB4PCxYsOBv6xcAvHv3DiEhIXB3d8fmzZt/qk16ejo0NTUREBCAz58//3D/hw8fQkdHB/b29igpKfmpc2RmZmLQoEFo164d1q9f/1NtAMDe3h7Gxsa4fPnyD8cNxz8LJ5Q4ODg4/kscOnQImZmZAESTxZCQELi6utYrlpjJ6s2bNyEjI4PevXv/UCx9/foVAPDgwQOYmZmhU6dO9YqlvXv3IisrCwBQWVkJMzMzWFpa1iuWDhw4QP+9e/du2NnZoV+/fj8US5mZmWjbti1iY2MxduxY8Hg8PH/+vM79t23bRifTpaWl8PLygo6OTr1iSXzicfHiRRw5cgQ5OTn19oth2rRp0NPTw9y5c5GXl/fD/ZlJOyMQfmXSk5OTA2NjY6xYsQJA/RP/EydOQFdXF4MGDfppsVTb8Wr77NChQ7h8+TL9e9SoUWjSpMlPiaW3b9/i/v37AEST5vnz59fbpqKiAgDw8uVL6Ovrw8PDo16xJC5wbt++DT09Pbi7u9crlpKTk+m/jx49Cn9/f/j5+f2UWFq5ciWkpKSwYMGCnxJLxcXFWLduHWxtbdG3b996n/+tW7dYffTw8EBISMhPiaX8/HwsX74cSkpKmDZt2g/3/1WKiooAAB8+fICmpibc3Nzw+PHjH7Z7//49EhISoKioiISEhL+8X4sXL6bj/f379+jatSvat29fr1i6dOkSSktLAQCPHj2Curo6/P398enTp3rPVV1djfPnz8Pe3h62trb1iqVZs2bR98PTp08xcOBAODs71yuWzp8/zxKgzs7O0NfX58TSbwYnlDg4ODj+C2RmZsLKygpdu3alP5YfPnyoVyyNHTsWa9eupcLnxo0baNq0ab1iadKkSRg/fjwKCgoAiMRS69at6xRLhw4dQsOGDTFr1iy8ffsWwI/F0qZNm6Cvr4+5c+fSz35WLJWVlWHmzJlo2bIlZGVl6b6MRUKcy5cvg8fjYfLkyXSS87NiCQCioqIgLy8PLS0tSEtLY+PGjfjy5YvEfnv27MGuXbvo33FxcdDS0vqhWGLuy+PHjxEUFITOnTtj6tSpP7V6DYhEVq9evRAUFPTDcwAisaStrf1TYkl84vXx48dahaJQKERubi4UFRXRrVs33Lhxg277GbFUWlqKPn36oHXr1li4cCF4PB527NhRZ5969OiBFStW0Anoy5cvoaurW6dYSk5OBo/Hw549e+hnPxJLBw8ehLKyMqKiouhnPxJLmzZtwq1bt+hxVq9eTa0kdYml8PBwpKWlAQC+ffuGtWvXwtrauk6xdO7cOaioqGDRokX0s82bN/9QLI0cOZKOwYKCAixbtgyKioo/JZZq63ttfYuIiMDs2bPpeT58+AB1dfV6xVJkZCS1hObl5WH+/PmQl5f/KbFUlyio+fm5c+dgZmaG0NBQen9+JJY2bNhAxyEzbsXFUm3fzW7dumH16tUA/hBLtra2dYqlq1evwsTEBAEBAfQ9++TJkzrFklAoxP3799GkSRNMnDgRL168oNs4sfT7wQklDg4Ojv8SmzdvhqenJ7p3704nIPWJJR8fH5ibm2Pr1q0/LZaGDRsGOzs7zJgx46fF0oIFC6Cjo4OZM2f+lFh6//49xo4dC2dnZ8yZM4d+Xp9YEggE9Bi7d++GsrIyzM3NMW3aNGqNYSa+4uzatQsNGjRAdHT0D8WSeB+vXr0KW1tbXL58GZ8/f0ZMTAwUFRWxbNkyllj6+PEjbGxs4OPjg8OHD9PPfySWmEnN+/fvoaCggIEDB6J79+5wcXFB+/bt8fHjx1r3r8mzZ8+grKyMbdu2SWxjrkf8vhw7dgw6OjoYOHAgtU7W1Q4QrXzb2dlBT08PdnZ2OHDgAL59+8ba/9q1a2jVqhV69uxZp1iqy6Xu5s2bsLW1RYMGDTBz5kyJ/oozbNgwNGnSBJs2baIT0KysLCp8arvPkyZNQtOmTX9aLOXn52P+/PmwsLDAxIkTaRtxsXTlyhX6eXV1NVRUVGBhYYH79+//lFjKzc1FUFAQVFRUcPHiRQA/FksvX77E+PHjYWZmhiVLltDP6xNLHz58gIGBAVq1akXH08+KJfHzZ2dn4/Xr16iqqqp138GDB0NfXx/Lly//KbGUnZ0NNTU1tGnThr6XflYsiffrxIkT2Lp1K9avX1/n+NqyZQs8PDxYboo/EkujRo2CjIwMtm/f/kOxVFFRgcjISDRs2BBbtmwB8GOxJBAIsGfPHrRv3x5+fn702dQnlgCRy6WOjg6io6M5sfQbwwklDg4Ojn8Y8R+/5ORkuLu71yuWxPfv1asXzMzMkJycXK9YEp/MRUdHw8bGBvHx8fWKJfHzJCQkQEtL64diiWmTl5eHMWPGwNHR8afFEiCaZFZUVOD58+eYMWMGHBwcEBUVRV2yxO8Zc007d+4Ej8f7KbEEAMuXL8eUKVMwadIk1ufTpk2DoqIili9fzhJL6enp8PHxgb+/Pw4ePEg//5FY+vDhAw4fPozJkyfTPqempsLNzQ1OTk50AlXTKpSdnU3v4/fv39G/f38MGTKE9UzEn83nz59RXFxM79GxY8egra1dr1gCQC13Bw4cwJcvX2BlZQUzMzO8fPmSdZ8B0ZgyNDREz549cf36dbq9LrHEtPv48SPs7Oxgbm4OBwcH3Llzh25nrrvm2GzcuDE2btz402Jp4sSJkJKS+qFYYvr06dMnzJs3D2ZmZvWKJaZfpaWlMDMzQ9u2bXHv3r2fEkvPnj1DeHg4lJWVceHCBQA/Fktv3rxBVFQUTExMsHjxYvo5IwZCQkLw9OlTVpsXL17A2dkZRkZGPy2WxPs6Y8YMWFlZQV9fH61atcKWLVuoUBDfb9KkSdDT08OyZct+Siw9fvwYbdu2haWl5S+LJUBk7TU0NISzszNcXFygrKyM9PR0ul383m3evBlubm4/FEviAn3kyJFo2rTpT4mlkpISxMfHg8fj/VAsiX8/d+/eDVdX1x+KJfFrWb9+PTQ0NDix9BvDCSUODg6O/wLirmVJSUlwc3OrVSx5eHhg9erVrB/9nj171imWxBM8iLeZNGlSnWKpc+fO1AVJvF9z586tVSyZm5ujbdu2EgLrw4cPGD16NBwcHCTEkr29Pfr378+yUBw5cgRycnI4e/YsAFF8x9SpU+Ho6IiYmBja/4kTJyIzM5N1Pdu3b69VLHl7e0NfX59O0Jn7xePx4OPjQ2MVGKZPn44WLVpgzpw5+PbtG50sPnjwAJ6envWKJXH3sK9fv6Jjx45QVFTEmDFj6OcCgQAnT55E+/bt4erqig8fPtBtV69eRYMGDeDq6opevXrRe3zx4kVISUlRwSc+gU1ISIC7uztsbW3h6upKJ4qpqanQ0dGp1Q1PKBSioKAALi4u2L9/PwDgzJkzkJOTk5i8id/jq1evwtDQED169JCwLMnKyiIxMRHl5eW0f69fv0ZBQQFyc3Nx/fp1dO7cGba2tiyxBIjEoPh5oqKi6hRL4m544vdh/PjxtYolfX19eHp6SliWPn78iHnz5sHU1FRCLDEJHs6ePUvHf2lpKUxMTH4olsT79OzZM/Tr1w9KSko4f/48gD/Eko2NTa1i6dWrV4iKikKrVq1qFUuhoaF49OgRq82LFy/g5OQEQ0NDem8KCgqwfPnyei1Lc+bMgaqqKo4dO4bKykq4u7tDX1+fJcbEn8uECRPqFEvu7u4SCR4ePXqENm3a1CmW6krwkJSUBBUVFZrEZc+ePeDxeEhJSQEAep/F+7Zx40a0b99eQix169YNHh4eWLVqFQCwrGbDhw+vVSxpamoiMDCQZfX9/v07pk+fXqdYsrOzw/fv3wGwxdKuXbvg4uIiIZYGDRoEV1dXaj0Uf8+uWbOmTrHUqlUrnDt3jhNL/0U4ocTBwcHxDyLuPlVZWUk/37FjB9q3b88SS3l5efD29kZAQIBEJrTu3bvD1NSUJZZu3ryJZs2awdfXV8LVCxAJDmtrawmxZGZmhnbt2iEzMxMVFRUsS8HcuXOhqakpIZaUlZXRr18/uh8zIcnLy8PYsWNhb2/PEkt79uyBrq4uZs2aRT+7c+cOevXqBSMjI5w5cwaASHDExsbC3t4efn5+8PX1haqqKqqrq1FSUoLKykp6LiZmRVwslZSUwMrKCt26dWNNLsaNG4dGjRph586dEtaqsWPHws/Pj2UhA0RZz+oSS/r6+oiNjaX3uaqqiloP2rRpw5oICYVCnDp1CtbW1rCzs0NVVRVGjhyJgQMH4tGjR9iyZQs6dOgADQ0N9O3bF8ePH0doaCgiIiJYfY2NjYWKigp27tyJa9euwcjICMbGxrQPqamp0NfXR9euXWkyDobc3FwYGRmhrKwMp06dgqysLNatW0fv2bp161BYWEhFDCNYrly5UqtY6t+/P9TU1GjQ/5EjR2BoaIitW7fS53Pu3Dl07twZdnZ2uH37NgBg3rx5WLBggUQM2vjx42sVSwYGBjA3N0dhYaHEZHHs2LG1iqWmTZti1KhR9DPme/blyxfMnz8frVu3ZomlY8eOwd7eHuPHj2cdv7S0FMbGxrWKpSZNmiAuLk5CLD19+hR9+vSREEvr1q2Dvb09AgICJKxRb9++xaRJk2BsbMwSS1u3bkXbtm3Rr18/CTe5ly9fwsHBQUIsrVixAi1atGCJdaFQiOLiYnh4eNCYsdTUVMjLy9MxUFtMICD63ujq6kqIJS0tLZiamuLNmzes63n8+DEsLCxqFUtKSkqIjY2VuP7Y2FjExcUBAPbv3w85OTkkJiYCEC2eiGdQFLf8bNu2TSJbYG5uLtzc3DBy5Ej6bMTHzdChQ2sVS4QQTJgwgdWvsrIyxMbG1iqW7O3toaOjg/LyclRUVND3j1AoxMGDB+Hs7MwSS0+fPkVwcDCGDh0KoVAo8TwZsRQVFcVKZmNmZgYrK6sfJlHh+PvghBIHBwfHPwQzQUhLS0OvXr3g5uaGQYMG0RXd7du3Uze8J0+eQCAQID8/Hzk5OUhPT8eDBw9w8+ZNerxevXpJiKVLly6hQ4cOEAgEuHr1Ki5dukSDzAEgJiYGNjY2iIuLw8ePHyEQCHD37l2EhYVh2bJl6Ny5M7y9vTFw4EDapqYbnkAgQHV1Nfh8PtauXYsRI0bAy8sLu3btQllZGb58+ULd8JgED0KhEGfOnJGIV0lPT0efPn2gp6dHxdK3b9+wfv16hIeHIzw8HFVVVViyZAk6duyIDh06oF+/fnTCtGPHDprggZmUVFRUoLKyUiKWYMCAAZCVlcXevXtrde0DRJPp0tJS2rYuy9LEiRNhbm7OmrhVVlZi69atsLS0RLdu3VjWK6FQiNTUVNy4cQM5OTmwtbWlLloMO3bsoJYSGRkZGBgYoLCwEIAoDsTBwYE+y2PHjkFRURFr165l9X///v3w8fGhf+/du5dasVxcXBAcHAw5OTls3LiRnjcrKwuurq6Ij49H586d4e7uDk9PT5q9TtwNT3z8MRPno0ePolmzZli+fDlevXrFuqbLly8jODgYLVq0QLdu3cDj8ZCeno67d+/iypUrrOx6NcWSQCDAs2fPEBISgnXr1mHYsGHo27cvli5dymojLpYEAgGePHkCPp+P5cuXY/DgwbC1tUVSUhLevXuH0tLSWt3wGBenoqIilJWV0bFUUlICIyMjCbG0YMECKCkp4fPnz3j//j0ePXpEt+Xm5iIsLExCLC1cuBADBw7ExYsXsWTJEgwePBhXr17F9+/f8enTJ0yaNEnCDW/79u10gaKgoADv3r2jk+x3797B3t6eJZY+ffqEOXPmUOHPjL2CggIYGRnh06dPOHfuHEsof//+HStWrKCWwMuXL7PeGRMmTJAQS+/evUPnzp3B5/NRWFiIDx8+0O/28+fPYW5uLiGWpk6dCm9vbwmhFBYWhtGjRyMtLQ1ycnJ0TPP5fCxduhRz5szB/Pnz4e3tDWNjY/Tu3ZuOzeTkZLi5udEEDwKBAJ8+fYJAIEBiYiIGDBiAfv360Xg5QJTyXlwsCQQCvH79Gnw+H48fP8alS5eQnZ1N3xFTp05liaXKykqcPHkSgwYNwpw5cxAQEAANDQ2MGjWKxqjt3bsXrq6u8Pf3p4tSb968gUAgwNmzZ9G/f3+EhIRg8ODBVMgnJiZSsSRuWXrz5g04/ntwQomDg4PjH4SZVE6YMAH79++Hjo4OrK2t6QQzOTkZXl5e8PHxoauksbGxsLCwgLGxMbS0tFir5UzM0tatW+nqPiASREZGRrCysqKTVGbCHB0dDVtbW8yYMYNOfGJiYtCyZUssXrwY+/btQ6NGjeDn50cnCwsWLICuri4mTpxI20RHR0NDQwOTJk1CXFwceDwenXwyliVnZ2fExMTQfm3ZsoVaFxjExdKlS5cAsF2AYmJioKKigvXr12Pbtm3Q1NSEpaUlFSI7d+5EgwYNMHz4cBQXF2PRokXo3LkzTExMsGjRIlYMTv/+/SEnJ4d9+/ZRyxkzcTt27Bg8PDxgb28PCwsLHD16FIAoQyEjlg4fPkz79vDhQ6SkpOD06dP0WVVUVNBaUjXFEiCyqAQHB6NPnz50lbimeMzIyMDMmTOhra1NrRyZmZlo0aIFqqqqcPLkSQmL0JIlS1BaWkqTKezduxfjx49Ho0aN6NhavXo1NDU1ERwcTM9VVlaGoKAgWFlZQVpaGnPmzMHBgwcRGBgIKSkp6l5148YNtG7dGn5+fvT5CYVCFBUVwcXFBbNnzwYgmkQWFRVhx44duH//PgQCAV68eIH58+dj4MCBePLkCWJiYmBhYQFdXV3Y29vDx8eH9icqKgpSUlLYtGkTdW2Kjo6Gqqoqpk2bhkmTJqFly5YIDQ2lbSZNmgQZGRlWIP/kyZPRsmVLzJ07F7Nnz4aCggL69++PyspKFBQU0AQPQ4YMYT1/f39/WFlZwd/fn06Mxd3wmGsCRKJ62rRpsLW1hYKCAnx9fTFz5kxUVlbi1atX6NevH1q0aEEFcVlZGQ4cOABFRUX06tULXbp0gZaWFoYPH47Kykq8fv0aUVFRMDc3x+zZs1mCIj4+Hu7u7pCXl0efPn2wfPlyACLXPScnJxgZGVGxdPv2bdp2y5YtdKLt6+sLLy8vyMrKIikpiR773bt3cHV1RXBwMFq3bo3WrVtDT08PgYGBdPxOnDgR+vr6WLFiBStj4owZM+Dp6QlFRUUMGDAAGzZsACByN7OysmIleDh+/Dh18R08eDB1Edy5cyccHBzQtGlTrFmzhh67uLgYQUFBcHV1hZqaGtavX487d+5AXl4enp6e1IrDJMDw9vbGu3fv6JhRU1PD1KlTMWfOHDRo0AB9+/alxx45ciRkZWWxfv16+o5jxqWKigpNGFFUVISqqirExcWhQYMGNNU8n89HbGwsWrZsiQ0bNuDcuXNQU1ODu7s7XYBiEjzY2dnRd/Phw4fp+3/FihXQ19eHmZkZvZbExETo6upi5MiRElZhjv8OnFDi4ODg+If4/PkznJ2daUrg8vJyaGpqYsyYMaxJ0fr16xEUFERrkigrK+PatWsoLS1FdHQ0eDweqwZLr169oKysjNTUVACioq0qKio0NmTZsmXg8Xis1fvo6Ghoa2tj06ZNePToEczNzenqd2pqKit+hWHKlCkIDg6GUCjEhQsXoKenR89x//59iXTQHz9+RL9+/ai7yatXr+Dq6gpra2uJpAM3btyAkZERDAwMcOrUKfr506dPYWVlRQVUSkoKFBQU6ISKuW+JiYlwcXHBlClToKamhrlz52LdunWQlZVFREQEK2Zp0KBB4PF4OHfuHP3sxIkTkJaWxoIFC3Dnzh3069cPjRo1ohaUBw8ewNfXF05OTjh27BgyMzNhZGRE3Yysra2pRay8vBxJSUlwcXGBv78/nWwyK+TS0tKwsLCgEzTxZ8+4CpWXl2Px4sXo0KEDvn37hurqagQGBmLs2LGQlZVlWYSePHkCX19fnDt3Dk+ePMGAAQOgoaEBRUVF1so0E0NmaGgIf39/DBkyBK6urjA3N4evry/mz58PPp+P7OxsGBgYYNiwYaz+Xbx4EdbW1nj//j3rGZuammLPnj348OEDpk2bBnd3dzRp0gRWVlZUbDDXv3jxYigrK+PGjRuorKzEzJkzJZ5FVFQUjVG5evUqjI2NqdvfwYMH0axZMzohF3+m7u7uAP6IrWIE3Z07d8Dj8bB9+3a6/5cvXzBlyhT06dMHQqEQx44dQ9OmTbF48WIcO3YMo0aNAo/Ho8+fSfAgXuB47ty5UFFRQWpqKoqKiuDn5wctLS1kZGQAEFlWwsPDwePxcO/ePTx79gwGBgY0m2VlZSUaNGhA3c4AkeVwxIgRsLe3R2FhIYRCIeLj46GsrIzjx4/j7t278Pf3h5qaGnXRevnyJZydnSErK4tz587B2toa69atQ2RkJHg8Hh0DycnJ9NkzlJSUIDAwEEZGRlBWVqb3bNGiReDxeNRCAogsS02bNsXevXsBiOL7lJWVkZKSgsuXL8PLywuampp0gs8keFBVVcX79++hp6eHTp06ISwsDPLy8vQ+5ufnIzAwEK1bt8bu3bvx7ds3PHnyBAEBATA3N4eFhQV9J1y7dg3S0tISGUFXrVqFkSNHQiAQ4Pr16zAyMqKi7PDhw5CRkaGWKoZevXqhQ4cOAIAlS5ZARUWFvmciIiIgIyNDr7+0tJQuBp04cQLPnj2DhYUFHbc3b95EkyZNWGJdKBRiy5YtGD58OLV02dnZ0Til3NxcaGtrIyIigtWvJUuWwMzMrFb3aY5/Hk4ocXBwcPxDFBYWwtbWFh8/fkR2djY0NDQwdOhQuj0tLY1OSouLi8Hn8xEaGoqtW7cCENU4UlRUpAJG3LVs+vTp1DIxZMgQ6p60b98+KCoqsqwPDEySiAsXLsDQ0BCAyOLFrLQCopgh8VTV4qvvXl5eAETxR7KysnQi8vXrVxqY/fnzZ7oCz7ifde7cGfb29nRCyRAUFAR9fX2EhITQz65cuQJNTU0AIpFU05KyceNGKjgOHz4MIyMjOrm9d+8eeDwelJSUEBoaSt11AFFgOxP7UFlZiW7dutEJK1P4lREKDDdv3kTnzp1x5coVaGlp0Sx6t2/fhrKyMhQVFWkAenl5OQ3iZ+4F8/nGjRvRqFEjTJ8+HTURzw4XHR0NOTk5XL9+HZWVlRg8eDCaNm2KESNG0P1LS0sRGBgIf39/ep9XrFiBxo0bo02bNqx6UIDI0nfo0CF06dIFgwYNwowZM5Cfnw99fX2kp6fj8+fP0NTUZF375s2bqftQbWmbu3fvDiUlJSgpKaFbt25Yu3Ytvn//Djc3NwwfPpzuV11djX79+lFrxtGjRyEvL09Fj3ia8lWrVqG6uhr79+9H27ZtAYjGv7iA//79O44dO0bbMPftwoULcHZ2BiBKJCI+Nr99+0YXDIqKiiAUClFeXo5u3brRzGy5ubnQ09OjE1jme/X9+3fY2dnh1atX+Pz5M9zd3bF7924AwNmzZ9GsWTMqYJk2z549w6xZs8Dn83H37l3Y29vTz7W1tWl2QwDUevfu3Ts6SX7//j3atWtHF0HOnTsHGRkZeg/F3d2GDh2Kt2/fYtSoUVBTU4OCggIr4UJRUREmT54MExMTODo6onfv3nB2dkabNm0wYMAArFu3Dnw+HwcPHoSCggK9z+LPZcWKFeDz+Xj37h2cnJyogKnZL2YsZmRkoF+/flSAt2zZEg0bNqTvNIbs7Gz4+PjAzMwMsrKycHBwQPv27XH//n2Ym5uDz+fjyJEjrO//t2/fWPFpzPPft28frK2tAYjeCeLvs2/fvuHIkSO0DZ/PR2lpKYKDg+k+qampkJWVpeOyvLwcVVVVqKqqwsaNG1FdXY3nz5/TcXngwAGJ99KhQ4dYiU4AkQudsbExvn37Rgv5ioskcddece8Ajv8unFDi4ODg+JtgfiSZmIJv377BxMQECxcuhJGREYYNG8aKN/D19cWJEydo+2/fvkFLSwtHjx7FhQsXWD/GVVVVmDZtGiuWABD9SFtYWCApKQnXr19ntamursakSZNw6NAhAH8Eub979w7u7u6YOXMmK5AaEIkAf39/VmpvoVCIffv20RVgBQUF1mrtwYMHERISQi0PS5cuRZ8+fej2tLQ0BAUFwcHBgU7kvn//jr59++Lo0aMQCoW0b+/fv0dgYCDmz59PM60x3LlzB927d6epyk+dOkWzXR0/fhyKiorYtWsXzp8/Dx6PhyFDhrBq5jD35Pv377CwsMC1a9fw9etXaGhosITC+vXrqVtTaWkp4uPjMWjQILrdyckJbm5u6NWrF+Tl5XH69GlqFcrJycG9e/eQmpqKJ0+e0KQcK1euRIMGDVhFemumzZaTk4OsrCwVlJ8+fUKHDh1gbW2Nfv36IS4uDu3bt4elpSUdRykpKdiyZQvOnTuHwYMHw9nZmeVmJX4ecdHTtWtXTJs2Ddra2hg+fDg93ufPn9GtWzds27aNirhPnz4hPz+fNZnbunUr9uzZg7KyMipAw8PDMX78ePD5fAiFQlRXV8POzg7JyclIS0tjCZjq6mosWLBAQtidOXMG3bp1w/bt21kTXkAkToYNG8aK4RAIBEhJSYGhoSH27dvHsj4y46JXr16sNl+/foWxsTHS0tLw6dMnCaGYnJzMskgCou+mo6MjcnNzcezYMdb3jLEo1rSaHj16FObm5vjw4QP09fUxdOhQKiguXbqEiIgI6jrGUFBQADMzM+Tk5EgIBeY8TDwjw4YNG9CsWTNYWFhIWFGKiopw6tQpDBgwACNHjkRCQgLKysrovjXfM3w+H/Hx8di5cyfrODk5OTAxMUF+fj4VI+L92rJlC8vlFRC9S5jU5N26dZP4LhYWFuLx48fYtWsXrl27RmM0jYyMMGHCBCgoKNBzAKKFEDc3N1b2TaFQiBs3bqBjx47Uoiw+Zi5cuIC+ffuyLK3V1dXw8fHB+fPncfz4cYn3bGJiIk6ePEn/BkSiVk1NDXFxcaxYQQC4desW/Pz86IIN832oqKiAi4sL1qxZA11dXURERLDe/507d6bnqauwMcc/DyeUODg4OP4GxN2V5s6di9evXwMAZs+eTX3sxZkyZQqsrKyQk5OD7Oxs6q4VHR2NgIAAyMjIsNyt8vPz4efnR4XD06dP6SR88eLFsLW1hZSUFMsV5PPnz/D19UVCQgI2btyIpKQk5OTkoLCwEEFBQZCSkkJ0dDTdv7y8HAEBATSD3J49e+gKOuNqxOPxMH/+fFabjh07Upemq1evUndB8WOnpaWhU6dOaNGiBUaNGgUHBwc4OztDIBBg7dq12LBhA96/f4/v37+jQ4cO4PF4LBelkpISBAQEIDg4mE4SCwoK8OHDBxQWFsLFxYVaCMrLy2FgYAAej4c5c+bQZ8PEwABAnz59EB4eDm1tbYwYMYJOYL5//46goCCsWLGCZtF6+PAhLUbbsWNH+Pv7o6KiAteuXUOTJk1ACKGrw8wKvq6uLtq1awdfX186SV+zZg0aNWrEun+AqBClqqoqhg8fTkUSI2q+fv2KBQsWwNPTEyEhIZg0aRKqq6shFApx//59KCsrU3cgZjXf2dmZxlYIhUKsWLECu3fvxuzZs6kAjomJoXE24pO0mJgYmJqa0oQCR48ehZubGzQ0NBASEoKVK1eiJp8/f8bUqVOhqKiIJ0+e4M2bN9QqMXHiRPj6+rIyrgEiQRwUFIR169Zh+/btOHfuHCorK/Hu3Tu0bNkSPB4PK1asYI0zPz8/Os6Sk5OpIBQKhfD39wePx6NuruJjs2fPnlTIMmNn8ODBiIuLg46ODiIiIqil5vPnzwgPD0dSUhL4fD5N3lFaWoo2bdogICCAZeUFRK5wnp6eOHDgAO7cuUMnvwKBAPb29uDxeCxLMiD6nru5udFYFSZ+LS8vD5aWlhg9ejSaN2/OEn2ZmZno2LEjy1X1yJEjSE5Oxq1bt2hCFfHkF+KC6uXLl7R+2OzZs9GhQwdIS0uz3Bo/ffqEgIAALFu2DACo9TYnJwfm5uaIioqS6Fd6ejo6d+5MXXkBUUIYxor07NkzWsONEUvi/VqzZg3i4uLw7t07CAQCTJ48GXJycqx7VlFRgaCgIHTs2BECgQA7d+5EWloaiouLkZWVBVNTU5rGnaGsrAz+/v50zDCilM/no1OnTrC2tkbz5s1Zz/Ldu3fw9vbGxo0bsXr1asTExNAFgpiYGEhJSbEyDFZUVKBjx44ICgqCQCDA5cuXkZSUhKysLFRXVyM8PByysrLo3Lkz6/lPnjwZNjY2yM3NBcfvBSeUODg4OP4mDh48CFlZWcTFxdEJ6aNHjxAaGgpTU1PMnTsXGzduREREBPXZj4+PR8+ePenkau/evdDS0oK/vz+tj/Tx40cEBASgXbt24PP5mDZtGvz8/KiIYVyPXFxcaNFGxjLj5OSECRMmQFVVFZs3b6ZWn7t378LExAS+vr6Ij4/H+vXr0aFDB1hYWKCqqgqTJk2Crq4uli9fTpM5bN++HQ4ODvD29sbZs2exa9cu+Pv7w9LSEtXV1YiKioKpqSnGjBkDZ2dnNGjQgOVqkpmZiWnTpsHX1xdDhgxBVVUVoqKioKqqisTERJp84sOHD9DT04OrqyumTp2KlStX0r4xkz3xdLvv3r2DmZkZTcZQUFCAUaNG4cSJE3R1Ny0tDZGRkVRUrFu3Dnp6enB2dpZIJNGqVSsqdMV59OgR7O3taVzHq1evaOzPqVOnsHLlSqiqqtLJIBPjwUxsq6qqsGbNGvB4PJYr0vjx4zF8+HAIhUJkZWUhOTkZ1tbW6Ny5s8TKPgPT59DQULi4uFCh/eTJE/Tv3x/29vaYMGECgoKCoKSkBBkZGcyYMYPW6CkvL0fXrl3Rpk0bDB8+HEuWLEH//v2hoKBAx9Dx48chIyODBQsW4OzZs4iIiICamhorDXxaWhr8/PxgaGiI+/fvIy4uDn5+fjR+69q1a2jRogWcnZ2pxSEvLw+BgYFwcXHBxIkToa6ujhUrVlDRcP36dTRt2hT9+/fHzp07cfToUXh7e9NxxozNefPm0fF88uRJuLi4oG3btjh+/Dg2bdoEPz8/mJmZobq6GmlpaZg4cSJ1i5w3bx6ttSUuoGNiYmBsbIw3b95g7ty58PPzo1kqT506BVVVVQQEBAD4wzoZEBAAT09P7Nu3D5qamhg9ejRevHgBoVCIQ4cOoW3btggKCkJubi5dSJCTk6MWqISEBAwdOpROmletWiUhrhgB7+PjQy12L1++hJKSEvbt20fHY0REBBwdHbFixQoqRubOnYvRo0fD39+fuqFduHABrVu3Rvv27enzzsnJQUBAAJycnMDn87Fw4UKMGTOGumEy90xcKJSUlCAoKAh+fn4S6fkNDAyoS2FmZiZat26Nrl270mQXbm5ucHd3R8uWLZGUlEQXFNLT0xESEgIjIyOaOMbT05O+m6KioqCmpobExER6/NOnT6Nx48YYOHAgkpKScOTIEXh6etIxM2PGDLi6utI4ptevX8PQ0BC2traorq5GWVkZCgsLERAQAFdXV0ycOBEaGhpYtWoVTY6SmZlJsxvGx8cjNjYW3t7eMDc3R1VVFXXJmzFjBi358OzZM1hbW6NDhw5YtGgRDhw4gOHDh0NBQUGiUDbH7wEnlDg4ODj+BjIzM6Guri6REAEQJT6Ij4+Hjo4OHBwcEBwcjIcPH2Lq1Klo0aIFDh06xCpmunr1apiYmMDS0hLt2rWDo6MjbGxsUFVVRQOqT548SScwgEhgubm5QV1dHebm5rC2toaDgwO2bt0KDQ0NVjIIxoJw/fp1jBgxAoaGhvDz88OgQYNQXV2NjRs3omXLlqzU0Aw7duxAp06d0KxZMzg7O6Nnz56oqqrCmTNnIC8vT+NBiouLsWXLFkhLS7NibIA/Vs93794NdXV1VkwPIwBycnIwaNAg2NrawtfXFxEREZg6dSr09PTQtm1bDBgwgFpdHj58CHV1dYwfPx779u1DYGAg3Nzc6HUeOHAATZs2xbx58+jktLy8HKNHj4aVlRWCgoIwdepUhIaGonnz5khJScGKFSuwatUqfPnyhWUtFA9437hxI/z9/fH+/XtUVFQgLCyMWjQY9yxmtb6srAzfv3+HQCDAwYMHqYATCoUYMGAAzM3NMXfuXLi4uKBTp04YPnw4TSkvHvfFwLgqnjp1CnZ2dqzEHS9evMCUKVPQvn17eHp6QkdHBxs3bpQ4RmlpKaZNmwYfHx9YWVkhPDycCqk3b97A0dGRWg6Ki4uhoaEBe3t7GBgYUBfCsrIybN68Ga9evcK0adOgqqqKQ4cOsQLTT58+jRYtWsDW1hampqZwcXGBra0ttaTduXOHCl+mj2fPnoWNjQ10dHTg7OyMHj16oKqqClu2bIGKigprPDPtzp49i65du6Jly5Zo164drUfEJISIjY1lxfCMGjUKSkpKGDp0KKKiohAeHg5FRUWkp6dj8uTJUFNTQ3JyMnXb+vbtG5YuXYoGDRrAx8cHnTp1gpubG9q0aYPz589TV1HxGjilpaXYuXMn2rZtCzk5OZiamsLBwYGKk+joaKirq2PNmjXUildVVUWtsgMGDEDfvn1Zixji92nUqFFo06YNFZnv3r3DiBEjYGtri0GDBiEoKAjNmjVDixYtcOzYMbofIIrnsbCwQOvWrWFqagp7e3vY29vT82toaGDlypXUElNeXk6TXgwfPhxDhgyR6Bfz/b19+zbs7Oxw/Phxer6HDx/CysoK1tbWMDMzg5aWFrS0tHD9+nXUJD09HYsWLYKZmRmCg4MxduxYVFdXY8OGDVBTU8Pdu3dZ3yFA5Ibq6+sLFRUVWpy2qqqKZqs7cOAAXXwCRLFJCgoKsLS0RNu2bdGuXTtYW1vjwIED0NDQYH2nGJ4+fYoFCxbA0tISnTt3RmRkJKqrq3Hv3j2oqqoiKSlJ4nuWkZGB/v37w9jYGFZWVggMDJRw0+T4feCEEgcHB8ffwO7du2FjY8OK46hZ1LG0tJS6AN2/f59WYWcQ/4G9dOkS1q9fjylTpmDbtm3g8/l49uwZLC0tWXFN4m5TT548wZEjR7BkyRIcPXoUfD4fU6dORceOHekqNCCZnrq0tJS1fcCAAXTVuGbcFUNWVhbKysro9m3btsHAwIBVr6i8vBwrVqwAj8fDlClTJK5z1qxZCAwMRFVVFe1TTV/9yspKVFZW4tChQ9DV1cXu3bsxffp0ODo6wtHRkVpStmzZAk1NTZiamsLNzY3298WLFzA2Nma5fTGUlZVhw4YN6N69O7y8vDBq1ChamNPJyQmNGzemWe+qq6tRWlqK7t27o3nz5ggICECjRo1o/BcAdOvWDUePHqXB4eKxYps2baIr/4DI3Y7Jyvbt2zcaw7V48WK60rx37164uLjQdMuASICJB9tXVFTA2tqalQqZeV4VFRU4ffo0TExMWKmHa97jQ4cOSWSiq6iowLRp0/Dq1Svk5uaiVatWGDlyJHJzc+Hn5wcFBQVMnTqV7v/06VO0bt2aNTaBP8baw4cPsWvXLsyePRsHDx4En8/HiBEjaGwQs5/4d6CkpAT5+fn4/Pkz7fOoUaOopYXZt+b3LDs7G1VVVRAKhXjx4gX09fVZsW7iLFy4EH369IGzszNGjx6Nx48f4+bNmzAwMMDZs2cl9q+oqMDNmzcxaNAgREZGYvHixaiurkZ8fDx69erF6hczBpm+X7p0CW/fvqXufOfOnYOWllatE3JAZMHt06cPrQvEXGd1dTU99pUrV2Bra8tyx3v//j3mzJkDf39/+Pn5wdTUFCdOnGAlWWH+nZmZiSNHjiAhIQFHjhwBn8/HqVOnoKGhQa0vNVm3bh26d++O0NBQTJ8+nfarZpHUgIAAmmWO4eXLl1i3bh2WLFmCuXPnwt3dnRU7V/PdJF6kGxBlp2PiBWt7n1VUVCA/Px/FxcUQCoV0XDJJV2qSn5+PhQsXYt68edi+fTv4fD4SEhLg6enJ+p7U7FfNmm1btmxhpQWv2UYoFKKkpARfv36tNUEKx+8DJ5Q4ODg4/gYSExNhbGxMYwDEf2QvXrzIcuUSCoW4fv06NDU1WVXZGaqrq2v9Mc3MzETLli1rncBUVVWxJtDMRCgkJARBQUESnzMV58VTPzN9CwoKwuDBgyXOUV5ezopDEG9z584dyMnJSSSbyMzMRPPmzcHj8RAZGcna1rt3b7i4uNC/mYkFn8/HxYsXqSseIHJrZGJW+Hw+tTjY2dlRsZSVlYWcnBzWNd64cQP6+vrUUsL0t2b/mf8SEhIQFRUFoVCI4uJiuLu7w8HBgbr1PXv2DCNGjMDYsWNx9uxZzJ07l1oRw8PDoaenBwUFBVbcR35+Pry8vGj/mZov4m6NfD6fJYiqqqoQGBiIkJAQ2t87d+5AX18fqqqqWLRoEXXxO336NCvdu/g1btq0CS1atKhV8N65cwf37t1DdXU1QkJC0LJlS5ouGfhjkhobG4uQkBA6tqdMmYJWrVqhffv21HJ07949qKmpUeuL+D2uqKiQqC9VVVUFe3t7hIeHS/S5srISGRkZEpNkoVCI0NBQdOnSBTUpLy+n7n7i3Lp1C61atcLz589ZQqEmVVVVdPvBgwehr6/PmvQy2+oS9P369WPFIYpvf/jwocT5ANHigo2NDSorK+n+zHnqEoH79+9n1TUCAA8PD+oOyMDn8yEQCJCRkYGWLVtKJKcARPdZfMwxbNy4EU5OTqiurq7zums+mw0bNmD06NF49+4d3ScjIwMmJiZ0MaHmMWJjY+Hs7CxxjdXV1Th48CAr0YVQKERVVRWcnJxY7ybx/ty+fVviei5fvgwVFRVqSWK+5wAkilAzzJgxA3Z2diyXTEA0Rvbt20e/B+J9iIuLg5mZGf1MXCTduXNHojAzx+9LA8LBwcHB8ZfTunVrkpWVRY4fP04IIYTH49Fthw4dIikpKUQoFNJtZWVl5OPHj6SqqooQQkh1dTXd/8qVK+T06dOszwghpKqqipSVlZHS0lL6N8ONGzfI3r17SWVlJSGEkAYNRK/7bt26kbNnz5KUlBTW558+fSKJiYnk2bNnrHPweDyip6dHzp8/Tz5//szaNnHiRLJs2TJy48YNiTY6OjrEy8uLJCYmkitXrtBtioqKJDg4mGzatIns3LmTpKam0m29e/cmWVlZJCkpiRBCSMOGDQkhhHz8+JEsW7aMPHz4kKxbt47MmjWLrFmzhhQVFdH9PDw8yKJFiwgA0qFDB1JaWkoMDQ2JlpYWadCgAREKhaRRo0bk06dPpKSkhDRv3pzeZ+bZ3Lx5k5w9e5bweDxSVFREPn36RJo0aUJsbW0Jj8cjCgoKJCUlhTRr1ozMmjWLpKamEhkZGbJ582by+fNnkpqaSubPn0/atWtHCCFk1apVRFVVlaioqJAePXqQr1+/koKCAjJw4EBSVlZGRo0aRVatWkW2bNlCTp06RcaNG0fU1NRon+Tl5UllZSVJTEwkXbt2JdnZ2WT37t2Ex+ORx48fEzs7O/L06VMyatQocunSJdKxY0cSFRVFXr58SVRUVMjz588JIYQIhUJ6jQEBAaRBgwYkMjKSEEJI48aNCSGEACBbt24lFy9eJIQQsnfvXuLu7k66detGLl++TAghREpKihBCyOPHj4lAIKD3sLS0lAwZMoSkpKQQVVVVQgghTZo0IZ8/f2aNJ6FQSACQ69evkzNnzrDGa+PGjUm3bt3I3bt36Xhh+vz27Vsyb9488uLFC4lxZmRkRB4+fEgeP35MANBtX79+JStXriTnz59ntfnw4QN5/fo1UVZWJg0aNCB8Pp+e5/79++T+/fsEAGncuDH9bsjIyBA+n09ev37NOhYAsm3bNpKZmUmPAdECNNHV1SWFhYXkzZs39P4LhULy7ds3smzZMnqfxREKheTdu3ekoKCA8Hg8AoDweDwiEAjI8ePHSW5uLu0TIYQ8fPiQzJgxg7Ru3ZrMmDGDnDhxghBCSEJCAvnw4QN99wAgDRs2pG2/fPlCPn36RAghhM/n0/t269Ytcvz4cVJRUcHqV3V1NXn16hUpLi4mDRo0oMcTCATkxIkTpKCggDRq1IjV5vnz5yQjI4NYWFiQqKgocuzYMWJubk40NTXJrVu3CCF/vHuYe+fo6Ehu3rxJjhw5wjpWaWkp2bFjB7l69Srr2Tdu3Jh06dKFnDx5kr6DmGNlZ2eTVatWSTwzVVVV0qBBA9oH5rkQQsiJEyfIqVOnJJ6LmZkZefz4MUlLS6P7EkJIRUUFSU5Opu9S8b75+PiQly9fki1bthBC/niXVVZWkh07dpCbN2+yjsXxG/Pf0WccHBwc//tER0fTIoQ5OTn48OEDIiMjoayszEpPC4hWTf39/WFtbc3ymy8vL4e7uztiY2NrPUe/fv3QokULVipeJiOYeJA1Q25uLvr37w99fX3s2bMHxcXFePHiBYKCgmBvby/hHgKI4lFat24NZ2dnZGVl4dOnT/D19YWMjAxcXV0lVr0ZTp48iQ4dOqBDhw5YuXIlzpw5A29vb3Ts2BFv376Fjo4OVq9eTfd/9+4d+vfvDycnJ6xcuRKlpaXIyMhAp06dYG9vj9jYWMjLy8PV1RUGBgYwMjJixVjw+XycP38eWlparPo04nz//h1aWlrULUqccePGITY2Fnfu3IGxsTF0dXXB4/Ewbtw4iWP4+vrC1NQUBw8exPXr1yEjIwMZGRka6M+sTt+4cQO6urrQ19dHq1at4OzsDFtbW+oKNmLECJoNMCsrCzt27IC9vT369u2LvXv3orS0FEOHDkXv3r3pSntsbCxMTExYNWQ+ffqE48ePU2sCj8eDhoYGaywBopX2JUuWwNDQECNGjMC3b9/w6NEjxMbGQklJifYfEI3Jnj17QllZmeUOlpCQABsbG0ycOBHDhg1D8+bNWSvkQqEQZWVlCAsLg7OzM43h+vDhA6qrq+Hp6YmxY8dK3P8rV66gXbt2CA0NpW5/OTk56Ny5M1xdXSXcnZg+WlhYwNraGlevXkVeXh5NQlBbmy9fvqBt27YICwujFldmnA8bNgxxcXESFo2nT59CW1sbo0ePZllvmGsRdyNlKCgogJqaGjp16kQTOVRXV2PatGkwMjKSSAMOiKxdpqamiI+PZ2U/Ky8vh5ubGyuDn3hNsFWrViEkJASKiooYNGgQVq5cCTc3NyxcuJB1fQwDBgyAgYEBK66rsrISPj4+tT6Xq1evonXr1pg3bx4r1qysrAxubm6sbIS7d+9muf1t2rQJffv2hZycHCIjI9G9e3dIS0vXGZMTGRmJpk2bIjExEffv30dmZib8/PxgY2NT6/Nnyhd4e3tTi2pubi46deoEFxcXiTYfP36Eh4cHunbtyoqF4vP58PHxYdX9EmfYsGFo1qwZEhMTcfv2bZw+fRq+vr519qu4uBhjxoyBnp4ezVaal5eH6dOnQ0VFRSJ1OsfvCyeUODg4OH6BmmIAkPRXZygpKcHMmTMhJSUFHR0daGhoQF5entb9qMnJkyfh5eUFPT09bN26FStXroSZmRkUFRVZgkCcx48fIzAwENLS0pg9ezamT58Ob29vWFhYSEz4GDIyMjBhwgQ0btwYmpqadAJfMwAb+GOS9eTJE1hbW0NdXR0aGhpo2rQpWrdujaqqKqSkpLDui/jE7Pz58xg9ejQNXG/Xrh2qqqqQm5sLe3t7VvpyQOSWNGnSJFrAtFWrVnBxcUF2djbCw8Nx+/ZtVFZWIj09HdbW1rCwsJCIA7h3716tz4Tp44EDB6CkpISQkBA8ffoUN2/exOTJk6GgoICbN2/Cy8sLY8aMwYkTJ2gWv/Xr17Ou8evXr7SGS2JiIqSlpSEnJ4f+/ftLnLeyshKJiYlYsWIFDhw4wKor1LVrVxgZGWHt2rVwdXVFQEAAIiIi4OHhAX9/fwBgxX5NmzYNKioqOHv2LA32F7/nnz59wtOnTzF69Gjo6urS+i7ifS8oKMCmTZugqamJFi1awMjICEZGRqzJt/hxQ0JCoKysTN3wnj17hvHjx0NLSwvq6uq1JvkARC6AwcHBaNWqFby8vNCiRQs4OTnB0tJSwlWL4dixYwgKCkKLFi1gYGAAMzMzmrik5nUwz7ioqAiOjo4wNDSEsrIydcFkzlGzzbJly2hCiHfv3uHOnTuYMmUKlJSUaHaymuJi9+7daNasGcLDw7Fx40akpKTAw8MDVlZWEvF6TL+ePHkCLS0tmrAgMDAQSkpKtd5nhtjYWJiammLEiBE4deoUzpw5A19fX7Rt25Z+n6dNmwZDQ0NWfazi4mLcvHkTOjo68PHxAY/Hg5ycHMvFlOHGjRu0SPDcuXMxY8YMVka42hg/fjzMzc0RGRmJK1eu4OLFi1TAMG2Y7INLliyREHp3795Fjx494OHhQdP013w2gGisz549G4qKilBRUYGZmRnat29f67uJ4cSJE+jRowekpaVhbGwMVVVVNG/evNYxA4jc7ywtLeHl5YUpU6Zg7dq1cHNzo9cv/uzF206aNAn6+vpo2rQpCCG0fplQKKy1X0+fPsWUKVMgJSUFQ0NDmJubQ0tLq97nz/H7wQklDg4Ojp+E+dF89+4d9u7dixUrVtDYobrEEiCK1xg5ciR4PJ6EMKjJ/fv3MWTIEOjo6EBfXx+EEBw4cKDecxQWFmL69OlwcnJChw4dMHjwYDp5EZ/E1QxGzsjIwOHDh3Hu3DnW5L2+Yoe7d+/GunXroK2tDR8fH0yePBk8Hq/W2CZxCgoK6Gr0qFGjYGxsDE1NTdZkn6GkpATv37/HkSNHcP36dWzcuBEyMjJo27Yty+Lx+PHjWsWS+DXW1peysjKcOXMGRkZG0NDQgL6+PiwtLZGWloaYmBj069cPhYWFAESJFZjYqXXr1tGiloBoPERHR6Nr16548OABLl26BEVFRYSFhUn0peZknenvt2/faID9/Pnzaca/3bt3o127dqzrevfuHWxtbbF///567zXDkCFDYG9vL3F+pk1xcTEOHDiAGzdu0Pivu3fvYvfu3Th06BArjq5bt25QUlKi1qHVq1dLpDWvrT937txBXFwcWrRoASUlJaiqqlIxIi6WxNu8fv0aly9fxpIlS3Do0CH6HGtmNRO/LibL3datW3H8+HHw+XyUl5ezJv7i8SubNm2Cs7MzGjduDGNjY5iamuL+/fsSK/3i5zpy5AgCAgKgpKQEOzs7dOzYESdPnsTJkyclBAbT7suXL1i9ejUmTpyIhQsXsizJdU3IlyxZQsWOjY0NfHx86PeYuZeXLl1iWbeEQiHy8vJgZGQEXV1dREZGwtDQkNYRqvn8X758iZkzZ8LMzAxeXl40w+XHjx9Z1yLebvbs2VToWFtbw9PTk/Zr3bp1UFVVxc2bN+l1iX9PhEIhysvL8fHjRwwbNgyampq1xkMxPHnyBDdu3MCtW7cgEAjw9u1bWieutvuXn5+Ps2fPonfv3mjUqBFNjFLXc7lz5w7GjRsHIyMjuLm5ISwsDOnp6RKJbGqe59mzZ0hNTYW/vz/k5eVx9erVet+ZFRUVePDgAdavX49Dhw7Vaknk+L3hhBIHBwfHT8BMGDIyMqCvrw8bGxsoKiqidevWEtmdarJjxw40aNCg1qxZDDV/aBMTE9GgQQMakF/XSq94/5jMS3l5eSguLqauRbUJLPFMV4Bo8lhzIiJOzSxkT548QdOmTdGsWTOagKLmynpt13bo0CG0aNECzZs3r3NltWZ/P3/+DG9vbzRs2JCVXIDph52dHVRUVPD9+3d6rsePH9P6RnXBZCzLyMjAhw8fMHXqVGhoaMDY2Ji135cvX9C7d2/qZsTcgwcPHsDOzo668AiFQpw8eRKKioqspATDhw+ngmLhwoXo3LkzzMzMMGbMGOqyJn7vGTfMXr16se5dRkYGZGRkWOdjEE8AcPv2bZw4cQLz58+HoaFhrYHjQqEQc+fORUREBBWwhw8fhpSUFKytrSElJQVnZ2dWwc6QkBCoqqpiypQp4PF4dGzWNkms+VlJSQmOHz8OX19fuLi40LTcdVkixT+/d+8ebt++zQq2ry0DWVZWFq0/tm/fPjg5OUl8N2tmeps9ezZiYmLw8eNHREZGIiwsTCKDmfi53r9/D0dHR4SHh2P//v3g8Xg0sUdNxMdxamoqoqKiMHLkSLowUZOa38dnz57h/fv39Pw5OTlwdnbGrl276rymV69eoV27dtDT08PIkSPRqlWrWi3EDLt27aLiPDo6GoMGDZKw9om3Lysrw9atW/H27VsqgKqqqtC/f3+anKWuRBQCgQA5OTm04Gx9Ilv8XsTFxcHf3x9nz56tNaEH8//btm0Dj8dDamoqgB+/jwQCASorK1FWVob9+/fD0NAQW7ZsoeOsrvEIiCy3/fr1g4yMDE2m8zPfA45/H5xQ4uDg4PgB4hNjaWlpxMbGIj8/Hy9fvoSWlhYrzXNNtmzZQleGGeqzPgmFQiQlJYHH40FTU5N+Vp9QEhcx8+fPh6OjI6ysrODp6UlXnWv+0Iv/vXjxYvj7+6NNmzaIiYmRyOJUG8nJyVBQUICysjIri159/Zw3bx4CAgJga2v7U3VDzp8/Ty1OX758gYuLC1q1aoVnz56x9svIyMCAAQPouQ8ePAhdXV3MnTuXFq2siUAgoPeAmRjl5eVh8uTJUFFRQUxMDGuS8+XLFwQHB8PBwQHv3r3D/Pnz0bt3b4SFhbEmZAKBACdPnkTz5s1ha2sLZ2dnGBoaorq6GlOnToWamhqWLVuGkydPomHDhujSpQutf/X9+3ds27YNgYGBtdaiefPmDczMzLBhwwZWRkBAZIFas2YNDh48CBUVFXh7e0NWVhZSUlKYN29erfdg+/bt4PF4mDhxIp4+fQpnZ2ckJiaioqICL168wLhx42BjY0NjYwQCASwsLEAIgbW1Na319aPJoLgVTlwsMdaV2txZGaKioqCtrY3GjRujW7durLTOzDHj4+Nx6dIl9O/fHzweDzExMWjYsCGSk5NrPSbTrqysDNOnT0ejRo3g4+ODZs2aISMjo95rKS4uxtq1a6Grq4smTZrQc9Q37jds2AAFBQWEh4dDX18fDg4OdVqW6rqXAoEAz549g7S0tEQmSYCdnvr27duwsLCAubk5jI2N8eTJk1rvcVlZGYKDg9GoUSP06dOn3utn+hUTE4PBgwezxIZAIIC/vz9N7S5OeXk5XdyYOXMmLCwsoKenhyZNmiAmJqbOTHMM4rW4xOvE1YR5z/r6+rLiqOq7n8y2Xbt2YcGCBWjYsCFMTEywe/du6ilQ39j+WbHE8e+GE0ocHBwcP8HLly/RtGlTTJs2jfV5u3btEBsbi/79+2PXrl0s14oNGzagYcOGiIiIgKurK7p3705XuOsSS0yb+Ph4uLi4wM7Ojk6CfmRVmjp1KlRVVbF9+3akpqbC2toa+vr6ta7eM0yZMgXq6uqYM2cO9uzZAykpKQwZMkQiTXlNd5q7d+/i5cuXuHr1KtTU1ODn50f3ra2ffD4fK1asgIyMDMzMzOqdiAiFQmRkZIDH42HSpElU7H358gUODg4wMTGREEsMp0+fRrNmzbBu3bp6XXsYcnNz4eDggBs3bgAQuQhOmDABTk5OmDlzJmvfwsJCWhh06dKl4PF40NfXr1WMPXnyBMOGDUNMTAyqq6vx8OFDmJqa4sKFCwBEgftSUlIsV8ycnByMHDkSPXv2ZNXIERdFHTt2hLm5OQ1cB0TWh44dO8Lf3x+qqqo0FTkjHJigfnGY+37gwAHweDyMHj0awcHBrBTs2dnZGDVqFNzc3JCXl4fExEQ0atQI/fr1g5+fH7p3715r+u+a56gJUwi0NrEk3ubq1auwsLDApUuXcOrUKbi7u8PLywu7d++m+yxcuBA8Ho+6Cbq7u9eaer4uSktLYWdnRwUWQ23fFaZvt27dgoyMDNTU1FiJPmr7TicmJqJhw4Y0Jfb379+hpKRE4/rqSvtdmzUjNzcX1tbWWLJkiUT81YEDBzB//nzExcUhKCgINjY2IISgQYMGNB15bddUVVUFLS0tNG7cmN7X+t4z9+/fp9vF3RSHDBkCIyMjiUWW9+/fo1+/fhg8eDDU1dWxZ88e7NmzB4QQGBkZ4ejRoxL1pRiePHkCExMTaiGqi/Xr10NKSgojR46Evr4+xo4d+9PJEpgkJklJSVi7di2cnJxgaGiIXbt21WpZqkl+fj4nlv7H4YQSBwcHxw8QCASYMmUKVFRUsGzZMvr5/Pnz0aBBA/Tu3RuOjo6QkpJCZGQkSkpKkJiYCB6PR12BNm3aBHt7e3Tv3r3OuCamDVOk89y5c7C1tWXVBqprEsPsy0ygU1JSoKCgACMjI6ioqNQqlo4dO4ZWrVpRV66rV6+icePGkJKSQlBQUK0r/tnZ2fjy5Qt166usrMTp06fRsmVLlliqLVi/vLwcSUlJaNy4Mas4aV1s2rQJzZs3R3R0NEssOTk5wdzcnFUQlXGlGjp0KC1AylBbfA7DnTt30KFDB5iZmdHaMvn5+Rg/fjwcHBwwZ86cOlf8k5OTwePxMHXqVFYsUU23RkAUQN+2bVsAIouXeAHab9++0XHy5csXeo7ly5cjLCwMvr6+WLhwIaqrq1FZWQlHR0dYWFhg8ODBmDlzJlxdXWFhYYFNmzbB09MTfD4fWVlZ0NfXZ90LcUEnXj9m37594PF44PF4VDAyZGZmgsfj0Vg0Zmxu3rwZ7u7u6NGjR61iSfz6nz17hpcvX7JcAI8ePSohlmqO7QcPHrCysGVlZSEwMBCenp7YvXs3SkpK4OnpidmzZwMQJUMxNDSEk5MTWrRogZSUFDoO63qG3759w6hRozBs2DDIy8tj+fLldFvN+CahUIiioiK8ffsW169fx7p162BpacnKlCZu3U1JSQGPx5Oo52RtbY2uXbvCyckJffv2pYK+tuyRQqGQ9V3q168fdHV1kZaWRq+jvLwcnTp1grW1NeTk5HDlyhW8fPkSQ4YMQevWrWFoaEgFsLg4A0Ti39vbGx06dIC8vDzNhFebqBL/bO/evWjbti0OHz4MQJRQw8DAAG5ubnjz5g0KCwtRUFAAf39/tG3bFg4ODvQ+bN++HXJycrCwsICSkhKOHj2KkJAQWliZ4c6dO1BXV69V9FRVVaGoqAh79+4Fj8ej/UhOToampibGjRv3Q7GUnZ0NAwMD7Ny5k/W5v78/tLW1a7UsvX79Gs+fP6cLJoDIstS3b1+WWKrPSsrx74ITShwcHBw/QW5uLsaNGwdHR0esW7cOCxYsgIqKCk6ePEl/RJnsbm/evMGuXbtw5MgR2r6iogJJSUn1iqVLly6x2jDprn9GLN24cQOzZs0CAKSlpUFFRQVr1qzBy5cvoa2tDSMjI5ZbjVAoRGpqKtasWQMA1F1s586dePDgAZo2bYqBAweysmbFx8fDysoKhoaGMDMzo25QQqEQp0+fhoaGBgIDA1mThLt37+L48eN49OgRFRNr1qxBw4YNWRYb5h7WjCvYvHkz5OTkEB0dTRNGFBUVQUlJCYaGhhKFeAMCAqgLUM3JyrNnz2qdwNy8eZNmZxMXS5MmTYKZmRni4+MBiDLdibv1AKLUzDweD7Nnz2bFGYlbAQBRBiw9PT3MnDkTCgoKVCQBIoHq6enJmihGR0ejRYsWGDlyJIYPH46mTZuiS5cueP/+PSorKzFlyhQEBgbC29sbERERqK6uxurVqzFgwACUlZVBS0sLw4YNo/1ITU3F4sWL67SyMZP6wYMHszKWFRYW0nsgnvYZELk71SaWxIVIXFwc2rZtCzU1NXh4eLCu++jRo/Dz80P79u1pggcAWLBgAQICAuDs7CyRGCMrKwtBQUHw8fFBUlISxo0bB01NTSxevBgKCgo0XigkJIROwsXHVF1xeIwbnqysLEssAaDfm2PHjsHX15eKyaKiIixduhSWlpYYOXIk676cPHmSujbOmDGDbuvWrRs0NDSwevVqDB8+HNra2nB3d6fWC/HxuXTpUgQHB8PV1RWTJ0+mzy4gIABqamro1asXJkyYgHbt2sHCwgIjRozAoEGDWElMHj58CDMzM1haWiI/P5/lcnb27Fk8e/YM1dXVKCkpQc+ePSEvLy8R25ednc16po8ePcLly5fRqVMneHt70/fAo0ePYGZmBk1NTRrHaW1tTZMZ8Pl8nDt3jmX1bNu2LczNzdGuXTuJIsQPHjxAw4YNqUVJXOSdP38ehw8fxqpVq2jsJ9PHrVu3/pRYysvLg76+Pk2OIv4uMTIygrW1NXbv3k2fzZEjR2BqagpjY2Pqnsu8ixmxpKCgQK3GHP8bcEKJg4OD4yfJy8vD6NGjYWJigoYNG1KLBuNOd+LECRgYGEi4hTE/7pWVlXWKpbqsHgKBQEIsCQSCWsVSXl4e+Hw+/P39qRtReXk5vLy80KxZM5bFBxBNGrOzs1FUVIR27drRWJZPnz7B2NiYur4BooxXysrK2LdvH3bs2IHhw4ejYcOGVGgxliVCCCZMmAAAmDx5MkxMTKCnp4d27drB29ubWhXWr1+PRo0aUWsAIIphmjdvHrVWMWzevBkNGzbE5MmTqWvjjh076ORafP+ePXvCwcFB4j5++vQJ06dPR0ZGBrKzsyWyT12/fh1du3ZFq1ataJKJ3NxcjB07FteuXcOcOXPQrl07qKurY8CAAVRQAcDKlSvB4/Ewd+5clutRSkoK5OXl6bkYwSPurlVRUYFOnTohODiYjoE7d+5AW1ublbji/v370NbWRmhoKOu6xK0NZ86cAY/Hg4yMDCZNmsSa3A4fPhw9e/ak94qJsSsqKqLH2L17N3g8Hvr3748LFy4gKysLU6ZMgYKCAis7ofhYrUssASJhraKiglOnTiEjIwN9+/ZFw4YNsXjxYtr+2LFjsLGxQUREBACRFU1WVhbjx4+HhYUFVFVVJYTLq1ev4OjoiDFjxiAvLw92dnZo0KABS5AAIrHUokULHD16lKaddnNzQ3V1NVatWoVRo0bB29sbe/fuxYcPH1BeXo74+HgoKChg8eLFqKqqQlBQEIYPH45Dhw5BTk4OcXFxLFFXVFSE5cuXw8LCAgEBAYiKigKPx8OzZ89QWVmJrVu3onHjxoiPj0dYWBgsLCyQlZVF28+cOROKioqsYwKiWKAWLVogKioK0dHRaN68OTp06ICnT59i+/btUFdXR69evRAYGIjx48ejuroaAwYMQJs2bVCT+fPng8fjQUlJCZ8/f6bHNzQ0xO7du6kAy8/PR48ePdC8eXNcvXoV5eXlCA0Nxfjx4+mxIiMj0bx5c5SVleHKlSsIDg6Gu7s7jh8/TsfGtm3bkJiYiF27dlHRlpOTA6FQiK5du2L8+PHUUta5c2coKCjQVPirV6/GxYsXqfW0Z8+ecHFxYdXxqq6uhpeXF8aNG8cai+L/3rZtG0ss1VXWwcrKCj179qSfMd+FTp06QU9PD5aWlnjw4AFSU1MhJyeHtWvXIicnBxs3bgSPx8OYMWPoe/zz58/o0qULNDQ0fpjgh+PfAyeUODg4OH6B/Px8jB07Fm3atGFN+ABQi1NtyRDEJ7ZJSUlwcHBAaGjoT/2gMmLJzs4ODg4O+P79OwDRSvejR49YAdHv37+Hnp4eDh48CEBkBenevTtu3rwJgUCArKwsFBcXs4K/37x5A1NTU7py++XLF4wfPx4ZGRng8/n49u0b2rVrxyoOC4iEDY/Ho3V0Kisrcfv2bfD5fKxatQqqqqrUFXDSpElo2rQpDUSvrq7G+vXrWSnTY2NjwePxsGLFCgmxNHr0aCgoKGDMmDEsq86lS5fQt29f2oeHDx+iefPm6Nu3L6t9TEwMTE1N8erVK3Tt2hVt2rSRiC26fPkyrKys0KZNG5oJrLKyEtOmTYOamhrWrVuHa9euoWXLlggKCqLucsAf6bLFEwikp6fDycmJrlhfuHABgYGBMDU1RUJCAhYsWABvb2+Ym5uzar7cvn0bmpqadDWcEcU3btxAo0aN6Ap+RkYGjh49ivv379P7NXPmTDRp0oTGWOTm5iImJgbKysrUOnjo0CFYWlqiZcuWsLGxQXh4OB2zjFji8Xjo3r07PDw8WG5GDDXFko2NDXr27EldPG/evAknJycq9tLS0iAnJ4dOnTqhWbNmLBfWK1euQCAQ4MKFC5gzZw4dI9nZ2Rg8eDBcXFywatUq1vnfv38PgUCABw8eQElJCVZWVjA1NZXoa2hoKJo3bw5nZ2coKCjg9u3biI6OhoqKCubOnYvhw4fDwMAA/fv3R1VVFfLy8qhLrYmJCczMzPD8+XPo6enR8c98lx88eICSkhIIBALs2rULfn5+6NChA8syWF1djS1btkBRURFNmzal95mZkB87dgympqYs8fTo0SPo6emxXPbevn2L1q1bw9fXF8AflmjxdNwnTpyAhYUFVq5cybJU79u3j2al4/P5mDVrFlq2bImLFy9KvH++fv2K0NBQ8Hg8tG3bFsbGxnRsMgsHTLZDQGQNDQ4OhoeHB33nAKLv0t27d/HixQval+LiYtjY2GDp0qUARGOoT58+NIMeALRu3Rp6enrUHfjs2bPo1KkTWrVqhYSEBCxcuBBeXl511nwSXxzYtm0btLS0EBkZScsKPH36FHl5eVQwnjt3DrKysqzi3KmpqejZsyfu3r0Lc3NzdOnSBb169UJCQgKAP1z2/P39IS0tjWHDhtH3aWFhIcsiy/HvhxNKHBwcHL8IY1lydHSkP56zZ8+GrKxsvVmzxMXSli1boKenJ5Ecoi6YiaSOjg4GDx6MqKgo6OnpQUpKCn379mW5RXl6esLIyAibN2+Gm5sbnJ2dwefzERsbC319fVrQkhEK2dnZUFRUxNChQ3Hw4EH4+/vD2dmZ9vfDhw9QU1PDtm3bAIAWWQRE/vz9+/dnuftUV1cjLCyMppY+duwYZGVlqbtNaWkpdYE6fPgwa8IzZ84cNGjQAMuWLWOJpbi4OLi4uMDX15dOMvl8Pk6cOIFWrVph0KBB1BK0d+9etGjRAtbW1ggJCUFwcDArHfmePXvg5+dH4ynEYawe+vr6KC4uxqlTp2BmZkZXtG/cuIEmTZpAU1MTDg4OOH36NI1JOnDggMTkrXv37rSWESASBVOnToWOjg7NFMa0GTx4MJKSkvDq1Ss0btyYxl3w+XxaF8jMzAyJiYnYv38/WrRoAXV1dZiYmGDkyJH48uULvn79ijFjxoDH48HY2BjW1tasYrLnzp1DkyZNsGTJEpw/fx4JCQlwcnKCi4sLdY08ceIEeDwepk+fXm9CDGZyO3bsWJiZmcHc3JyO50+fPmHWrFkoLy/H2bNnoaamhsTERHz69Alubm7g8XjUpREQCV5NTU1ai4fh1atXGDx4MJydnan1kqGgoABlZWW4e/cu7t+/j86dO8PExEQi1iUpKQmrVq3C8+fPceHCBRgZGVGL4Pnz59GoUSPs2LGD1SY9PR179uwBn8/HgwcPYGFhgezsbHz69AnLly+Hh4cHmjVrhi5dutBkCQDoIoY4FRUV2LlzJ5o0aYLY2Fj6eVVVFfz9/dGlSxeJNPAaGhr0uMx4ZxLKMDWCrl27Bh6Ph1WrVkEoFOLLly8YNGgQ3N3dMXfuXJSWliI3NxcdO3bExIkTAYBa4Jjv8ocPH3Djxg1ERUWxxOi+ffuQlJREx2ZycjJkZGRgaWmJrKwsllC+evUqunbtCi8vL+zbtw9RUVFQVVWFkpISPD09WYsHgYGB0NPTw/Tp02kNND6fj02bNtGEHExCBWYc3L9/H1OmTKFuin379qXi7Udiafv27WjYsCGWL1+OmJgYGBkZQV1dHQMHDqRiLDk5Gc2aNYOrqys8PT0hJycHAwMDAMCECRPg7u6OdevW4c2bNygoKIClpSWGDBkCAEhISACPx8PAgQMl3IA5/jfghBIHBwfHn4ARS+3bt4eDgwOaNm2Ku3fv/rAd8yNeUVFBC2P+DEz193v37uHs2bMwMzPD+fPncfDgQTg7O8Pf35+u6D58+BB+fn5o27YtOnbsiKqqKqSkpEBPTw8pKSmYMmUKfHx84ObmRrPbpaamQlFREebm5mjfvr1EJqqQkBC4urrSFXFmghIWFsaqGcTQvXt3HD58GCdPnmQlLqiursamTZuwf/9+CIVCnD17FidOnGC5ss2cORM8Hg/Lli2jVpWQkBDs3r2buoAdOHCAxoXs3bsXtra26NevH7WavH37FiNGjEB4eDgmTJggYXk7evQoPD094e7uTl3jBAIBYmNjsWjRIuoKde/ePdr3U6dOQUlJCdu3b8fnz5+hoKCAgIAA1kp6cXEx6zw5OTnQ1dWVsMaVlJSwJnTnz5+nMW8AMGbMGOjr67PiL75//w4zMzOsWLECAQEB2Lx5M96/f48FCxbAxcUFvXv3pmLn6tWr2LZtG9LS0ljFgCMjI9G/f39WX06fPg1HR0cMHz6cPtfDhw9T61B9iKdYT01NxcuXL+n1MxNHxprBjKmhQ4fCyckJgYGBNKbpzZs3mDp1KhQUFBAVFcU6x+vXrzFs2DAYGhrS4ssPHz5EmzZtWALn8uXL6NKlCxVLy5YtY2UHBETpyR0dHQGIBDPjTgWIRM7FixclYmXy8vIgJSUFf39/6OrqIjg4GLNmzcKJEyfQsmVLJCcn/zDTWVVVFZKTk9G4cWMqlgIDA9GqVSuWNREQLVzIyMggMTERwB+LD1VVVbCxsWFZ4+bOnQspKSkqcj5+/IgxY8agdevWkJaWhrGxMSwsLOhzLSgogIODAxYtWoQjR46gT58+cHJygrW1NYyNjWtduGFiJf39/dGsWTPqWiyeKOPatWtwc3NDr169YG1tjXv37uHEiRMYOXIkWrduTfsnEAjQuXNnODg4QEZGBsuWLaPWZnGXZXt7exgYGLCSi3z79o3eo0+fPtWbnU88FuvkyZNISUmBlpYWTp48iYULFyIoKAjt2rWjyRcePnyIsLAwhIWFoU+fPqiqqsKLFy/QsWNHDBgwAF+/foVQKMTatWvh7u6OvLw8AKJCu7a2ttDS0uIsSf+jcEKJg4OD40+Sl5eHAQMGwMjISMLlp76JU01x9COxJP6jD4jqpIinP87MzIS3tzd8fHxw7Ngx2ubDhw+03d69e1n1dI4ePQofHx+4urrS2JK8vDyWG4x4xflDhw7B1dUVAwcOpBNJPp8Pd3d3GpMkTnh4OHR0dKCgoICNGzcCEMUsRUdHw8vLC8uXL0dkZCTU1dWhoKAAR0dHxMXF0fZz586FiooKTExMYGJiAlNTU3Tq1AlycnLUzY1ZFQdEk15GLO3atQuVlZX0Oh4+fIju3bsjKCgIc+fOpW1SUlLg5eUFc3NzJCUlISEhARoaGizBW15ejvz8fJSWlsLHxwczZsygFiQHBwc0btyYxhytXbsWxsbGiIuLo1nGKisrMXDgQISFhVFRUPN5JicnY+zYsTQZByCyKoSHh0NBQQFz587FypUr4efnByMjI/Tr1w/du3dHYWEh3T8xMRHOzs4IDQ1l1ZthzvPixQtUVVVhyJAhaNeuncTzmjZtGhwdHSWKrTLUNkaTkpKQmZlJ7/P27dshJSWFkydP0klsaWkp2rRpQ7PXlZSUICQkBHv37qXHEZ/ET5s2DQYGBqzYNUBkTUlISKD9SE9PR8+ePeHo6EgtLIDIYtelSxcYGBhAXV0dffr0YSUn2L17N1xcXJCWlgZ5eXmWgD1y5AgiIiKQm5tLRR4jYjIzMxEREYH58+cjJyeHXrO3tzfWr19Pj/Hp06da7x9zncnJyZCWloa0tDRMTEzo8fPy8uhiCCByQ9XS0qJum0xxVEtLS9b5gD+ssIwYKS0tRX5+PrZu3Ypjx47RY4pbLq2trdGoUSNER0fj/PnzEAgE6N69O6Kjo+tMjX7r1i3Y2tpCX1+fjjHxRYEHDx7g5s2bGDBgAGvcRUZGwsTEBGvWrKHvjqdPn2LGjBlQUlKCgoICtSaJuwLa29vD2NgY165dY4miDRs20LipH9WkA0Tf83HjxrFi3c6dO4euXbvCxcUF58+fx44dO1j18G7fvg0VFRVIS0vj2rVr9HhjxoyBs7Mz3S86OhqrVq3irEn/w3BCiYODg+NPIhAIUFBQgPz8fNy6dQs3b95kWUbqasNw4cIFpKamstJc18fixYsRHBwMNzc3DB48mLXt4cOH8PHxgb+/P2uVffXq1Zg8eTK6du0qURcoJSUFPj4+NCMZQ23JJfh8PlavXg1HR0doa2ujR48esLW1hZmZGaqrq/HgwQO8ePGCiq7v37/DyckJBgYGKCwsRFZWFrp06QJFRUXo6enh3r17cHR0xN27d5GZmYno6GjY2tqyRNexY8cwatQomhr7+/fvMDExgZSUFJYsWQKAncxgz549sLS0BCEE3bp1AyCyRqiqqiI4OBgDBw6EtLQ0evbsSS1jly9fpvEjlpaWrAm8OEVFRbCxsaHugxUVFRg6dChu3LhBJ2tfvnzBhAkT4O3tDUVFRSQkJODJkyd48eIFGjZsyIppYnj9+jW8vb3RrFkzmjiDYcGCBdDW1oaenh6twxUTEwNdXV3o6+uzsrkJhUIkJibC3d0d/v7+LBF1+PBhmJqa4tatW1i1ahXs7Oxw/fp11iTz8OHDMDAwoALv8uXLOHv2LGtsio+JixcvomHDhhg3bhwrvsbDwwM6Ojo4c+YM7d/MmTOhqamJiIgIuLi4wMbGho6nESNGoH379ti3bx/y8/NRXFyMadOmoXXr1pgzZw7r+hiYfjOFhm1tbVmi+erVq/Dw8ICRkREcHBwQFhbGiqMzMTGRiCcrLy9HYGAgwsLCcPLkSfTt2xft27fHzJkzqStfzXThU6ZMgZqaGk1Qwoj/mvdKHMai2qlTJ9b9adeuHZycnLBp0yYUFRUhPz8fERERUFBQwPjx4zFv3jx4e3tDU1MTU6dOxaRJk3D69GkqVBixxAg/8fPfuXMHN2/epKm/AZGltGYCCQ8PD5Zr4KFDh7B69WqsXLmSxvjcv38fLi4uMDMzo7GClZWVmDNnDjw9PREQEIBOnTqxjsuIJUVFRVayicTERDRu3Bi6urpYsWIF61kwODk5QU5OjlWgOj4+Hs2bN681g2GvXr2wadMm+ndmZiYcHBygqKhIXYEZzp8/j27dusHBwQFt2rRB+/btkZqaiqysLMyePRuKioqwsLDA9OnTqQBOS0tDw4YNERwcTBNRiGcG5fjfgxNKHBwcHH8C8YlbbGwsDAwMYGxsDDk5OSxYsKDWOkLibaZMmQItLS1YWlpCSkoKY8eOZWUWA9iTnUWLFqFZs2YYPnw4jIyM0LJlSzppZ3j48CGsrKzoaitTTLF9+/bQ09NDixYtJM5x8OBBaGtro1mzZiyXLPFJtHh9l3v37mHatGmIiIhAfHw8qqurMWnSJGhra0NFRQX6+vqYPn06ANGqrJ6eHnR1dWFsbAwbGxuoqKjA3d0d4eHhrJTKnz9/Rnx8PGxsbGg8xc2bNyEvL0/dXAoLC2FkZAQ9PT3o6OjQ+CJxwbBnzx6oqqqiUaNGGD9+PI4fP06PB4jSlSsoKCAkJASFhYWIiYmBpaUl3rx5Q1f1a7MGfvnyBRYWFujYsSOWLl0KHx8f2NjY0Hsj3oevX79i0aJFaN++PXR1dTFlyhS4uroiMDCQJWAY0tLS4OPjAyUlJZbQvnnzJt68eYNv374hPz8fQqEQpaWlmDt3LnR0dDB8+HCWBUgoFGLFihXw9/endac+f/6Mjh07YuXKlfRvc3Nz+Pj44PLly/Rax40bBxcXF3z79g1Tp06FkZER9PX1afyX+DkYtm/fDm1tbYwdO5Y16fb29oaGhgZNRvDq1SvMmDEDnp6eNGlCdHQ0WrZsibi4OEycOBGKiooYPnw4+Hw+cnJyMH36dJiZmWHy5Mn0uLdv35ZIUf7gwQMMHDgQbdu2xZ49e2gfb9y4gZycHBw5cgT29vYICwtjJQjQ09ODt7c3Tp8+jd27d8PX1xcWFhY4cOAApKWlER0djcmTJ8PPzw8uLi6s57J3716a5puJ/QJEqeJlZGSodaQuxIXA2rVroaSkhNWrV6Njx46wsbHBuHHjUFRUhG/fvmHNmjWwsLCAt7c3TE1NoaSkhNDQUBgZGaFNmzYYMmQItcLMmzcPUlJSrALD06ZNg4mJCXR1dWFkZES/mwzfvn3Do0eP4O/vz0qQEBUVBXV1dXTv3h1t27aFtbU1kpKSAIhio5jaXXl5eViyZAmUlZURGRkJf39/8Hg8mrCB4cWLF+jUqRN69uwJoVCIqqoqfP78GdeuXcOMGTNgYmLCEjLiMY8RERE0Tg8QWSXbtWuHmTNnssbjx48fsWrVKokSA7t374aDgwMsLS0lLP8XLlyAu7s7OnfujJCQEHh4eODw4cN49uwZ8vLyMHnyZNjY2GDatGlUGO7fvx/+/v7o27cvS8Bx/G/CCSUODg6O/4DZs2ejZcuWuHz5MioqKjBx4kRaoLM2sQSI0vWqq6tT//uFCxeCx+MhPDxcQsgAIneiWbNm0XiVFy9eoG/fvnB1daWTF4ZXr15BIBDg48ePGD9+PJ3gXb9+HR4eHjA0NKTnYITG6dOnsX37dmhoaLDijcTFEjMhqSkkTp48CS0tLZw7dw5paWlYtWoVmjRpQl2tqqurkZiYiDVr1uDQoUN49eoVIiIioKGhAW9vb1bfCwsLMWPGDNjb29NaSIywYGKpvnz5goKCAri7u0NbW7tWsXT27FmsX78ejRs3hra2Niu9MfCHWAoNDcXYsWOpNS0hIYG1sl3z2h89egRra2s4OTnBz89PIrakpsB69eoV9u/fD3Nzc/B4PPj4+NB9vnz5wkpRfuvWLfj6+sLW1pZOvhnLXnp6OszNzZGamgqhUIiysjLMmDEDTk5OiIyMZLkrMUVRAVG68MDAQPj5+bHijXJzc2FpaQkbGxtYWFigU6dOUFBQQHp6OubNmwdVVVVcv34dFRUVNF6sV69etL24ZYWpWTN27FjWOby9vaGurs6ySDHj6cKFCzAwMKCZBW/fvg0ej8cq/Jmfn49x48ahV69eVCD6+fnB0dGRfg8Y0tPT0aZNG5iammLLli2scwGixQB7e3v07t2bnvPKlStwcHCArq4uHBwc0KtXL9y9exempqY0NujTp09o0aIFDAwMaNwN09/IyEgaU8M807y8PHh5eVFr54+Kjt66dQtjxoxh1U6bP38+HBwcMHbsWGrdKy0txZkzZ6CtrY2bN2/S+798+XK0a9cO48aNo59NnToVrq6uEAqFmD17NlRVVXHp0iUUFBRg/Pjx4PF4rBiw7du3w9XVlTWed+zYAS0tLfru2Lx5M6SkpFixeLdu3YKJiQn8/f2xdu1amjHzw4cPiI+Ph5ycnERad8ZlccuWLdDX16eJQl6+fIkpU6bAxMSElUl01qxZrGQrzDOtqqrCqFGj4ObmRrfV/O6tWbMGU6ZMoX/v3bsXHTp0QHBwMCvZh1AoxL179yAQCKjbpoeHB+uZTJ48GdbW1pg+fTrL5bCmIOP434QTShwcHBy/gPgP8vPnz9GxY0caF3TkyBEoKipi8ODBaNy4MaZMmYKysjLWhCknJwe9evWi/vAHDx5E8+bNERUVBWlpaYSHh1NXHkDkHqKurg51dXXW6vWTJ0/Qr18/tGvXjqbXZti5cyd4PB4sLS1ZbiG3b9+Gl5cXjIyMMGXKFPB4PLrC+vXrV2zbtq1escRcP3M9hw8fxsCBA1nuOoDIpa9hw4YSKZ2Ze8ckWtDS0sKiRYtY+xQWFmLChAmsOIePHz+Cx+PR2lCASOR5eHhAV1eXTqYWLlyIMWPG0HbHjx+HvLw8goKCaDYyZtu9e/dACIGdnR1cXFzg6OgIGRkZaompiXiKYyawu656VjUnbV+/fsXRo0fpMWbMmIF27dpBVVUVnTp1wu7duwGIBETnzp1hb29PJ+Vv377FmTNn0KVLF1hbW+P06dMARLEc8fHxcHR0xIQJE2qNLXr8+DGaNGkCHo9HJ7JM3z5//owdO3Zg/PjxmDt3Lp49e4ZXr16hc+fOtCbO8ePHoaCggHHjxqF58+bo06cPSzAzJCcnU7Ekblny8fGBlpaWRNHXEydO0Enurl27ICsrSxMqfP36FTdv3kRxcTHevHlDCyO/ffsWly9fptnVmPvAMGTIEGhoaMDHxwfFxcWswH9AlPzDzs6OCiKGN2/eoLi4GEKhEOnp6ejTpw8qKyvx9u1bGBoaYtiwYThx4gT09fXh4OBA03Ez11MzvfbIkSNhZmYm8SxqkpaWBmNjY2hoaEhYydzc3GBubs6yMu/YsQN6enqsGKiSkhJqhd23bx8VyEKhkFqJmGMfP34cioqK6N+/Pxo3bsz6Lp05c4YVlzhr1ixa6Hffvn2Ql5enCU2+f/9O309MKnlpaWmWsMjPz6eFlVeuXMkaKw8ePMCRI0dgZ2cHW1tbKpaysrIwdepUGBgYYODAgQgICICOjg74fD527dqFdu3a4f79+9Sqk5ubCyUlJWopFX/W1dXVGDduHAwMDFhxmTt37oSnpyeCg4NZ2UmZ7yWTWZRJd15TLDk4OGDChAn1xqFx/O/BCSUODg6OP0FBQQHKy8uxYcMGlJaW4sqVK9DS0qIxAsOGDQOPx8PIkSPppIqZ0O/fvx9fv37FrVu3oKurS3/sZ8+eDUIIOnfuTN3NXrx4gQkTJkBOTk4iwP3p06c0mQQj1gDg3bt36NmzJxo3bkyzOjHcuXMHfn5+kJaWRmBgIJSVlVliaceOHbWKpbFjx1IrDyASau3bt4eioiKrBgkz6Rg+fDg6d+6M8vLyWi1TOTk5iIiIgLOzMyuLF9MPZuJz/vx53L9/H5s3b0aTJk1YRUXfvHkDLy8vNG3aFF26dEGjRo0kXGuOHj0KKSkpREZGsrJ0Mffi1KlTsLe3R5MmTdCvXz8JK5E44texdOlSxMXF1Zs+u2YbQJTmXFVVFXv37sXbt29hZmaGNm3a0MnnuXPn0KVLFxq3oa6ujqysLFy9ehWhoaGwtLRkiaVZs2bBxMSENfEV58WLF2jevDm8vb1pBsHa+PjxI4RCIZKSklBYWIhr165BS0uLTpAjIyNBCKFFi3fv3s2yGNQllqysrNClSxcAIoscn8/Hvn37YG5uToWYeNrvgwcPomfPnlBTU8P+/fuxfft28Hg8mir9/Pnz6NSpE7y9valr39GjRzF+/HgsXboUBQUFmDdvHtq3bw8fHx8MGTKEPvfDhw9LuOGJIxQKqVDu06cPzX4GAH5+fmjevDnc3NxQVlYGoVBIrRTXr1+nMW/fv3+HsbGxxAJAbUycOBHKysqIiIig8TaZmZlwcXGBtrY2NDU1qQvbsWPHYGxsTCf4zPh8//49CCGQlpbG+vXr6XgsLi7GihUr8P37d5p6fd26dRAIBOjbty94PB6GDBlSa8HWyZMnY+rUqbhx4wYrYyWfz8fmzZtpMd7q6mqsXbsWsrKyLOsNIBJLzPuMWRQaP348fHx88ObNG1y8eBH29vZo27Yt7fPbt2+xevVqdOjQAb169UJVVRUWLlyI+fPnIygoCMbGxvD19cXOnTtRXFyMqVOnYvDgwVToAiIx9Pz5c+Tl5WH69OkwMTFhvTd37twpkcTm27dvrLTuN2/eROfOnSXE0qhRo+Du7s5KlsLxvw8nlDg4ODh+gsOHD+PChQsARMVTGdcyZkV5woQJ6NOnD/07NjYWbdq0gZmZGQQCASZMmIBu3bpBKBTSAOwZM2agS5cu9Ed6wYIF6NGjB7y8vLB//34aQJ2Tk4OJEyfC0NBQQlQ8ePAAs2fPBp/Px6VLl+hkODs7G4GBgWjZsiWdEDBcu3YN48aNw/v379G1a1coKirWK5a+fv2KyZMnw8LCghUzcvz4cbi7u0u4WAEiF6B27drVmpWKmdS8e/eOiqWabjqASDTIy8vTzF9JSUlo0KABSyyVl5djzpw5iIqKqjOd9eHDh2sVS5WVlXj//j0sLCxoooEJEyZQd7+6XKeioqKgoaGBxYsX/3RKYGYSbm9vj6NHjwIQJUyQkZGhWQGZ/VJTUzFhwgRERERQNy5A5D5ZUyx9/foVCQkJNKHCy5cvcfnyZbx+/ZqufD98+BBycnLo3LkzFWSpqanUijN27FgMHz6cnh8Apk+fjt69e1NLFTM2u3btiszMTFhbW7Pq8QB/iKVx48bhyZMnSEtLQ3h4OAQCAcaMGQMvLy+Ul5ejvLwcrq6u4PF4dJEAELkzdezYEWFhYYiMjESzZs3QoEEDiVi8c+fOITg4GG3atIGHhwfk5eUhKyuL7OxsrF69GvLy8pg9ezbGjh0LExMTtGrVilpm9u/fT10nnzx5Ql05xfn69SusrKxo3yoqKjBo0CCsWrUK+fn5AETxSCNGjEDfvn3RvHlzdOvWDatWrUJpaSmGDRtG6+wA9bvgjR8/Hm3btsXcuXOpYDh79iy6dOkCfX196v728eNHaGpqokePHrRYKiBKBmJpaYkuXbqgVatWWL9+PRVtzHsmMjISAwcOpO+mqVOnws/PD97e3rRvWVlZyM3NRVVVFa3PxOPxqMgRCAQoKSmBr68vgoKCcObMGVRUVKCyshIrV65EgwYNWLFRgEjEbd68GdXV1cjJyUGHDh1w8eJFOs5qE0uMhVYoFGLNmjVQVlamWQuPHTuGyZMnQ1ZWFmFhYbCxsYGqqirdnpWVBUNDQ2phf/36NWJjYyXE0saNGzFmzBgIBAIcP34cHTp0gLW1Nezt7Wkx5xs3blDLEvN9ZZ4Dx/8vOKHEwcHB8QO+fv2KsLAwNG3aFKGhoZCWlqZ+7kyNE29vb/Tu3RuAKAtUp06d0KVLF/B4PHTp0gXNmjWjbZj00GFhYfDx8UFpaSltc/ToUcTExEBDQwPr16+nIur169eIiopCq1atqKgQd2mJiYlB69atsXfvXtomOzsbvr6+tYolhuzsbAQHB9cqljQ1NTFgwAAAoniN+fPnw8zMjJWZ7uTJk/Dx8YGHhweNHSkqKoKHhwdCQ0PrTJMuLpZGjBgBQ0ND7N27l07cPnz4gOjoaMyfP5/VTlwsiYuw+mqqACK3yGbNmmHYsGF1xo4xKbInTpxIxVLN/h89ehRqamqsoqh1XV9NkZifn482bdqAz+cjJSWFtVpfWlqKbdu2oaCgAFeuXEGrVq3g6enJqiMD/CGWrK2tMXr0aGzYsIGKmX379kFFRQXq6urQ1dWFn58fdTPLzMyEnJwcunXrhps3b2LkyJHQ19dHQEAAZGRkWEHpQqEQ3bp1Q/v27QGIFgOCg4Oxbt06TJo0CSEhIXBxcYGSkhJMTExYWcaSk5Oho6ODfv36IS4uDhYWFrC2toaioiIdgwKBAIcOHYKtrS3at2+P/2PvrMOyyrr374MiBiWogCAS0t0IiqJIh2AHKraMjYA59ozd3S12d3cnjiN2xxiYKPn5/cF19vc5go7O+84bv/e5r2uukZN777PPeda911r3Onz4MCtWrCA0NFSoKF6+fBmFQoG6ujpr1qwpUtvo3Llz/Pzzz9ja2lK1alWcnJwYNWoUXbt2Fd4nKDTW/f39ZeFwK1eupEOHDqxbtw4XFxdsbGzo2LGjIL3SuxgeHs6+fftITU3FyspK7J82bRpmZmZiDuzevZtBgwahq6tLs2bNCAkJQaFQyELaAJYuXUpSUhKDBg0S5B8KiaqHhwcjR46UkaWoqCg8PT3FHDh37hxaWlpERkayaNEiDhw4QEhICB4eHuTl5dGxY0eqV6/OrFmzhIcqOztbvIvSs4yNjZUpY6akpGBra4u+vj4BAQHMmjWLBQsWoKGhwYoVK7h79y5XrlwhJCSEypUrY2RkxJIlSwQR//TpE5MnT0ahUDB27FjOnz8vC7UcM2YMPj4+hIaGykhefn4+hw4dwtvbG09PT5mK3aFDh+jRo4csL0rClStXGDduHHXq1EGhUBAXFye+eT/99BNWVlZCMOPBgwcMHDgQOzs7WWkAKAwBLVeuHCNHjuTSpUtERESgr68vxvvo0aM0bNgQNzc3tm/fXqQdKvxvQEWUVFBBBRW+A0+fPsXS0pKSJUsKw1C5zpAUIhQWFoaTk5NQkLK3t0dNTU0kKSsbz3v37kWhUODp6YmNjQ2Ojo4MHz6cypUrc/r06SLG4ZMnT+jbty92dnayFdKhQ4diYGDA/v37i5zz/PlzISv8NRnbV69eERUVVYQsrVixAjU1NXEvKazJ3t5epiS3ZcsWAgMD0dDQwNvbm6ZNm+Ll5SVWtP+MLM2YMYMOHTqIsbly5YpQXZO8CcoiElIYXkpKyp8SJGWsXr0aNTU1fvvtN3bt2sWsWbPYunWrLFxv8ODB+Pj40LdvX5Fjpdz+KVOmUL9+fUCe2/AllIUa1q9fz+3bt3n//j2WlpaiPpJyPZxr164RGBjI7t27SU9Px93dHYVCIUInlQ3PEydOEB4ejq6uLlZWVixbtoxLly5hb2/P9OnTuX37NsuXLyc6OhpLS0uR79S1a1cUCgUtWrTg1q1buLi4oFAoGDJkiLi21Kddu3ZRvnx5PD09cXFxwdHRkfnz56Orq8v58+d5/fo1T58+JTg4mBo1asjy5GbOnElMTAx5eXmEhYUJY1YZUsHlevXqUbFiRXx8fES4FRSS7TNnzpCSkoKGhgaLFi0qMrcLCgr48OEDGRkZdOnShVq1alGlShVRZFZ6LhkZGVSrVk2QUiicY1WqVGHQoEFMmTIFAwMD6tSpI8IG16xZQ0BAAAYGBlhZWYkxPH36NB07dixWRv7x48cMGjSIxo0bo1AoiI+PF4WF+/btK3LSJANfecGhW7dueHt7k5KSIojv7t27iYyMxNPTU3iW0tPT8fPzo3r16tjZ2REcHCyra9ahQweqV6/O7NmzRc7SwoULKVmyJBEREbi7u8vU7VauXImhoSGbNm1i8eLFJCcno6GhQZcuXZgyZQplypTByMgIV1dXLC0txSKB8nyUxnnixImoqalRokQJduzYIe6xe/duKlasiL6+vhBlkd6p/Px8Dh8+jJmZGQkJCeJ4R0dHDA0NOXLkCPB/CyH5+fnMmDGDe/fukZ2dzdChQ3FwcBDv27Vr1/Dw8JAJg0gqihUqVBDFgT99+kRkZKSo3fbixQssLS2FZ1XCgQMHaNmyZbEiOyr8b0BFlFRQQQUVvgHpB/3JkydERkYSFhaGvr6+CDVTlq1NS0ujTZs2JCUlkZuby+fPn0W1dzU1NSFfrCwCcOjQIZKTkxk2bBivX78mODhYhEQ9evSIgwcP0rJlS6ZMmcLDhw95/vw5nTp1onnz5hQUFPDgwQNcXFyE4fb8+XPOnj3LkCFDhPH64sUL3NzcRH2TZcuWMWjQIFJSUsRK6du3b4t4ll6/fs3u3btl5O7Zs2f8+uuv2Nraygy9mjVrYm5ujru7uyzn5GveGwl3797Fzs6OmJgYDh8+LO6VmJiImpoaCQkJMkntM2fOcOHCBWbNmoW+vv4PJ1Y/f/6cvn37YmhoiLOzM6ampjg6OsrUA3/++WdsbGzQ19cXxqaEoUOHYmpqWiSXKTc3l7179/L+/XtOnz6Nubk5u3btom/fvujq6gpDa/bs2ejr64sVfknFLiIiAn9/fxFumZ6ejoeHBw4ODmKlXZoz9+/f58yZMzx69IjmzZvj6urK6NGjadmypawA6Llz54iMjBRjq6+vj4+PD9evXxdzs1mzZjKlN+U27du3j59++omBAweSm5vLwIED8ff3Jz8/X5Yj4+PjQ/Xq1Vm0aJHYnpeXx8ePHxk9ejQDBgzA3d1dGMJf4tGjR7x79068a8p9gELpcg0NDZYuXSpIwfTp07l06ZK434MHD0hMTERDQ0OWMweFOSiSx0nCjRs3GDBggPj72bNnGBsb4+/vL8IYnz9/zm+//SbC7bZt24aNjY1M+lyar8qkOS8vj9GjR2NgYMD9+/fZv38/BgYGonDpp0+fSEtLo0yZMgwaNEj0oW3btkWM8mPHjhEeHo6np6cIMXv37h3379/n9u3bYsyUFwzatWsnyNK7d+/Izs5m6dKlNG3alN69e4u5u2/fPjp06CCT8n779i0zZsxAS0uLbdu2cfv2bQ4dOsSpU6eIjIxkxIgR5Obmcu/ePbZv305cXByJiYki5HfkyJHo6elhYGDAjh07xLM8evQoOjo6snBOCZKyozSGT548oXv37ujo6NC5c2fZcf7+/rKQ3hUrVmBqaioIT3Z2NhEREURHR8vucffuXebMmSPOy87OxtvbmwsXLvDq1SuMjIxkOZhpaWkiT/RLwQ4V/regIkoqqKCCCsWgOC9Bfn4+T58+pUWLFujp6RXJy1E22qWQPAm9evVCTU2tyEq0ssra69evMTU1JTk5mc2bN9O4cWP8/f3x8fHBxsZGrPw/fPhQGEiPHj3Cw8NDSPS2bt0aT09PHB0dMTc3F0nlz549Iz8/n+TkZAwNDUlMTCQ6OhoLCwuhWvfkyRPi4uKoWLGiLLTs3Llz7N27V6y2f/z4kV9//RU7Ozv69OlDbm4ugwcPRk1NDUdHR0JCQoqEjH0Le/fuxd/fn0aNGrFr1y6xvWfPnpiYmDBt2jRev37NvXv3cHBwoHnz5ly+fLnYgpN/hrS0NCpVqsTRo0fJy8vj4sWL9OnTB2NjY1k4Uq9evejQoQMFBQViVRsKjWVra2tmzJghE3J4+/YtAQEBLFmyhEuXLtG5c2cqVapEhQoVePDggTju/v379O7dGx0dHVq2bEmHDh0IDAykatWq2NraMnr0aCELnZ6ejpOTE66uriK0aMCAAXTq1Il3796Ja8bGxlK6dGmsrKxk2wHmzp1LtWrVuHfvHjt37sTR0ZG6deuK/Tdv3qR79+7Y2NjIyBIg2iHNtaFDh+Lp6SnCmiSD+8CBA5QrV466desKBb+FCxdy8OBBcnNzycnJYerUqbi4uMhqMk2cOBEfHx9xvS+l55UJes+ePSlfvjwDBgygc+fOlCxZsoiH9NGjR/z00084OjrK1M5yc3NxcnLil19+4dChQ4wcOZLo6Ogi3gOJLNWuXZv09HS+RHZ2NomJiWhpadGpUydh8Cu3WfnfHh4e/Pzzz6xatQp7e/siiwZz585FV1dXhEdKhWeLU0OMiorCy8tLJi4AMH/+fBITExk+fLgsnK9du3ZYWloyZ84cMSe+VN+0tLRES0tLVtgXChURY2Ji6Natm+jTx48fCQsLo23btsycOZOoqCjq169PSEgIAQEBNGzYkHfv3vH582cKCgqIjY3FxMSEbdu2CbJ08OBBNDU1adOmjRi7L7+z0jfzjz/+oE+fPjg7OwuP9unTp3FwcBCkbNOmTTg7O6Ouro6Pj49Y9ElPT8fMzOyrxaOleRUcHEx8fDzm5uZ07dpVPJ/MzEwiIiKKvA8q/G9CRZRUUEEFFb6A8o/3okWL+Pnnn+nSpQuHDx/m8+fPPHnyhPj4ePT19UVSfWxsLIMGDQIKvQbdunWjSZMmLF68WBi5ffv2pVSpUixdupRXr14RGxsrMxyh0MCsWLEiFSpUoH///hw4cACAhIQEIdkrQTLKGjdujKurK2pqaiQlJbF3717hpZBWWqHQyK9WrRqnT58GCsNuypQpw7Jly8QxL168EHVVoLAwroWFBQ4ODhgZGdGuXTtu3LhBZmYmv/76KzY2NvTt25fPnz8zbtw4FAoFDg4O+Pr6FlEW+zIET6oTBIXhezVr1qRhw4Yi4RsK1fMsLCyYPn06mZmZzJ8/Hx8fH9q2bSurh/K9+Pnnn0XfJNy5c4f27dsTERHBq1evZHWRzp07VyQ8rXnz5ri7uzN06FCuXbvGmTNnCAsLw9PTUxh6v/zyCwqFAnNzcyG3LeHJkyesXbuWoKAg4uPjadGiBWXLlmX69OliFVuCRJY8PT1JTExER0dHGPHKxDwhIQFtbW0mT54sI5CXL1/GxMSECxcukJuby44dO7C1tRW1o6BQja5Hjx7Y29sLb2BYWBgpKSmytly5coWSJUvKxDSgMEwvLi6OunXrEhQURFJSEgYGBkydOlXkpLx7945p06bh6upKy5YtefbsGW5ubqirq9OkSRNxreLmiITBgwcTEBCAn58fFy9eJC0tjV9//ZXhw4cLNbgnT57QtWtXjI2NiY6OJiUlhYYNG2JlZcX27dtRKBTUrVuXsmXLUrVqVbZv316kaGmZMmUICwsr1hsqkSUXFxfGjRsnPFzKoWTS/AkICGD48OHs3buXsmXLivdOOvby5csYGBhw6NAhhg4dKtQQ79y5U6waYvXq1SlbtqzI2xk4cKAQ6fD19RVFXyW0b98ea2trJkyYICPQyve3tLTE3d1dVnogPz+f9u3bExYWJuv7ggUL8PPzo2LFigwbNkwshgwYMED2DFevXs2CBQtQKBRi3KWxPHDgANra2iQkJMgWGlasWMGQIUMYOHCg+G68fPmSXr164e3tzahRo0hPT0ehULBo0SJ69OghvLYlSpQgNjaWUqVK0a5dO0aPHk18fLz4Hkv3fvfunSx8c/ny5VStWhUPDw9ZPwcMGIC1tbWshpMK/7tQESUVVFBBha8gOTmZypUr07NnT0JDQ7G2thY/vhkZGbRv3x6FQiHi93NyckhJSaFSpUoMHz5c5AvEx8eTl5fH27dvGTRoECVKlMDR0RE7OzuOHj3K1q1bOX/+vCBUN27ckNVSKigooH79+vTt2xcoLLCZnp4uqwVy8uTJIsShVq1aDB8+XPw9c+ZMUeR17dq1aGlpyeqjSF6k169fk5+fL3I3JI9Kr1690NLS4vDhwwB07NiRChUqoKury9SpU/n8+bMonuvq6irL01E2Rr+sabR582b69OmDg4MDJUuWJCQkROati4yMpGLFiowfP543b96wePFiPDw8SEhIKJYsfc0rAYVeDEdHRxFOJWHFihVoamrKxvTq1asiJ0JDQ0NGOrt3746XlxcKhQIXFxdq1qxJTk6OCL06deoU27Zto2vXrtja2orVfuW25efnk52dTbNmzejdu7esrcr//u2339DV1UVdXV2078yZMyQkJIh8HCgkzHZ2dowfP54XL16QmZlJUlIS1apVE2pd2dnZgizVrl1b1te+ffuira2NtbU1tra2xRbUXLRoEerq6iQnJ3Pu3Dlu375NREQEo0aN4tq1a5QoUUKEb0p9VQ53Wrhwoagf5OXlJfJXGjZsWOzz+3IsXr58yfv370lKSsLQ0BB/f3/c3d1RU1MTIatPnjyhW7duVKxYETc3NxYvXsydO3fo1q2byAt79OgRbm5u1K9fv0gB22fPngnhiRUrVtC/f39GjBghalFlZ2fTqVMnvLy8GD9+vCxHSMLkyZMpUaIEGzdu5OXLl4SFhdGyZUtZPtyTJ0+ws7Nj5cqVf6qGCIXfIyMjI1q0aMGGDRuIjIwUz//ly5csXLiQsmXLypQpGzduTJMmTb6aJ3j58mVcXFxo3bo1Fy9eJD8/n3fv3uHn50doaChpaWnCswWFnqgvlR5DQ0Pp2LEjUEje9PT0mD9/vpBpr1SpkowsHTx4EIVCITxZErEODAzE19dXiEJAoWepZ8+e1KhRg9TUVObNm0epUqXQ0tISAiSSV/7IkSMkJCTg5+cnJNOlnKhNmzYREhKCi4sL06ZN4/Hjx2RlZZGUlIS1tTVxcXEMGTKEli1bysKPVVBBRZRUUEEFFYrB1q1bMTMzE0ncW7ZsoVSpUiLPCApj1zdt2sT06dPJzc3l4MGDVK9eXawcb9myhTJlyrB48WJxjhTKtXbtWlJSUrC2tsbAwICaNWvSunVrWT7Ou3fvOHz4MBERETg6OooQNzs7O6pVq0b16tVl+QXSORkZGYSEhODs7CwL/5s3bx7t2rVj586dMsU1KBQc6N+/P69fvxZGVbNmzUQI04YNG9DR0RHnfPr0ibt372Jra4uFhYVYfVUmS1OmTJH1GwrJlnRNqcBjyZIlmTVrFgcPHmTFihVYWVnRoEEDDhw4QFZWFu3bt0dXV5cqVaoI6eOvkSXlgrLKIW8Sdu3ahampKTNmzJDlH505cwYLCwsaN27Mixcv6NatG4aGhrx//57s7GxmzZpFyZIlZWTp1atXHDlyRBAqgNu3b8skhM+dO0f79u2xtbWVKXjNmjVLhBD5+fmJOjRfGrRSH/r27YulpSVQqDTo4uKCs7Mzbdu2lYVJNmnShPLly2Nubk7jxo1xc3Pj/PnzfPr0SaY4tmfPHmxsbGRk6fHjxxw/fpz58+cLo784sYx169ZRuXJlTExMMDY2xs3NjU+fPnHr1i20tLT46aefgEJP3fr166lTpw7du3cXRv3Tp085cOAAeXl5FBQUfBdZUv57y5YtVKpUiQsXLpCTk0NBQQEjR46kVKlSInzy4cOHNG/enD59+nD27FnCwsJwcXGR1RW7e/cubm5u1KtXr0gYrTTmBgYGBAcH4+/vL/MsZmdn07FjR3x9fRkyZIgsr6pfv36UL18eCwsL1NXVWbRoEbNmzSIwMJCQkBAWL17M3r17CQ4OxtPTkwcPHnyXGiIUvoc+Pj7ExcXh4+Mje6ZZWVlMmTIFGxsbmaGv7CEtDhcuXMDe3h4DAwMiIyOJi4vDwMAAc3Nz7OzscHFxoVatWrI+vnnzhgMHDhAWFia+TY8ePcLCwkLmoQaIiIjAwMCA7du3izDL8+fPCw9n5cqVOX/+vGjflClTKFmyJLNnzyYkJIRhw4bRtm1bOnbsyJgxY1AoFKipqYnvqnIR7Pfv33PgwAFKlSpFxYoV6d69O2fPnkVbW5ukpCTat2+PgYEB7du3586dO7x//57ly5cLb2jHjh2/WmZAhf9NqIiSCiqooEIxmD9/vlA3S0tLQ1tbW6xYv3//nnPnzhXxVqxZs0aEcRTnsdm9e7dYpR89ejRGRkaiNlPPnj0pW7YsUVFRgiwdPnyYevXqERYWRk5ODsOGDaNSpUocOHCABw8eiKK2yhLa8+bNw8/Pj6CgIHJycli/fr0I1bpw4QJqamooFAoZecvKyiIkJIROnToJoyMnJ4c6depw6NAhTpw4gaampliNz8nJYfLkyezdu5dHjx5hZ2eHp6cnd+/eFXWiiiNLUKjupaOjIzw6KSkpspwZKCQz5ubmhISEcPjwYR48eEC3bt1wd3eX1WqRyJJyGN7GjRu5d+8eNWvWpF69ekWEAaCwoKa+vj6//PILx44d4/bt2wQHB2NlZSVygvT19bl+/bo4R5ksfRl6JmHAgAGYmZlRvXp1oqKihPF28eJFOnTogIWFBaNGjSI8PBxra2tyc3PJzc0lICCARo0aietIBuPjx48ZPnw4d+/e5cyZM9jY2BAYGIiamhr79+9nw4YNeHp6Eh8fLyNLHTt2pESJEsycOZNnz54xcuRIIiIiqFSpEklJSSKXY9euXdjb28vC8JRRXA0sCY8ePeLkyZMcOXJE9DMlJYWyZcvi5+fHkiVLCA4OJigoiMaNG+Ph4SEr4KrsbcrNzWXfvn1/SpYkLFiwAG9vb7Kzs2VtTElJoWLFijx69AgoDKPLz8/n1q1bojDxl3Lz9+/fx9vbGw8PD+EphULltcqVK4vwsg8fPrBgwQLU1dUZM2YMUDgnmjRpQvv27UV+1d27d6lZsyYnTpzg1atXjB07llKlSjFjxgwWLVpE+/bt0dDQEHV7cnJyePPmDRYWFt9UQ1TO3Vu3bh2Ojo6oq6uL0F8J586dQ0dHR4TsSvhWLScoDPE0NzenVq1axMXFYWhoyOnTp8nJyWHKlCkoFAq8vb1FuNyxY8cIDg4mLi5OPNN79+5hYmLCzp07xfhA4aKKjY0NLi4urFmzRuapXLx4sSDays9y5MiRIpQ0OzubzMxM8vPz2bdvH1evXmXChAnF1thSJls6OjpUrlyZESNGyL4ba9euxc7OjoSEBNk7/j3jpML/HlRESQUVVFBBCdKP9eTJk2natClHjx5FU1NTpuS2cuVKBgwYILwb0o+rFA6zefNmNDU1BbFau3YtW7ZsoXv37jx8+JBbt24REBAgErN37dqFpqYmCQkJODo6Ehsby9atW/nw4YMIh7l06RL16tUTalvbtm1DV1eXJk2aoKamJoy3goICtm3bRl5eHqmpqVStWpVx48YJA2fp0qWULl2aESNGcOzYMY4dO0b9+vVxcXGRFXuEwpokBgYGlC1bVrZK/OrVK+rUqSO8WRJZ8vDwEB4QKWdJTU2tCFlq1qyZMPyGDh2Kv7+/SAKXxnLBggWULVuWoKAg9u/fz8OHD+natSs+Pj5fJUuDBw+mWrVqjBkzhmnTplGnTh2ZR0TZCBoyZAgeHh6UKVMGJycnvL29ycnJoUmTJigUCho1aiQT2oBCw2/27NmULl2a5ORk2fVWrVqFkZERK1asYObMmVhZWeHu7i7yiK5evUpqaipOTk5ERESQk5NDdnY2+fn57Ny5s1gClpqairu7u/AmJCYmolAo8PHxEccsX75cRpakZ9eqVSvu3bvHwIEDqVSpEsuWLWPTpk04ODjg5eXF06dPycnJEQIPjo6O/FVcvXpV5Oxt2rQJJycnzMzMZHksEydOpH79+sJ4fvPmDZ8+fRJEViJL+vr6MrJUnEdrzpw5lCtXTsxp6ZoXLlzA2NhYeHQl5Ofn8/DhQ6KiovDz82PlypWy/Xfv3qV27dqyUNGlS5fi4uJShCxOmjQJfX19EfYlPUMoDH+7ceMG/fr1k503ceJESpYsyaRJk/jw4QPPnj1j165dKBQKjh49Sm5urlBxVFZD/PTpE+Hh4QQHBxdpx5YtW3ByciI6OlrmJXv27BnVq1dn69atxTypoliwYIFQWrx48aIII5a+d9u2bUNbW5tBgwZhbW1NjRo1ePfuHfn5+Vy7dk2m+gjg7u5ObGysuL6k/hkWFkaZMmWIiIgAEMqCK1euRENDQ+TmSSTq2LFjGBsbi7DfsWPH0rNnT3G/z58/M2rUKBlZKigoICcnR4zVL7/8QsmSJTE0NCwiWLF27VpsbW3p1KmTbL58jZyr8L8LFVFSQQUV/qfxtVXzjIwMypUrh0KhkKknffr0ScTkf/mj+vz5c/T19VEoFKLW0r59+0RSc8uWLcU569at49GjR5w4cYIqVaoIhaX27dtTokQJSpUqxezZs0X+w7Nnzxg/fjxZWVkcPHiQKlWqMGvWLLKzs2nQoAEKhUKWfC8ZdOfOnRM5QVL7582bJwpHuru7Ex4eTk5ODmfPnuXUqVMinOfmzZsEBgZibW3N+/fvyc/P5/nz54SGhlKjRg3Z2D1+/BgbG5siZGnChAmyMSwoKJAp4q1evZqSJUvKVsyh0DMkkQrJQ3Dv3j26dOmCt7d3EbLk4+NDkyZNaNSoEd7e3owePZrw8HAeP3781Zyle/fucfLkSU6ePEl2dja5ubmMGjWK4cOH4+npSadOnYQRKRlo2dnZjBs3jpo1a4rrrl+/nmXLlslqCd24cUMUW3358qXwOKxfv57GjRvj5+dHx44dhUdxwoQJlCpVisjISDp06ECLFi3Q0dERIVRZWVnUrVuXDh06YG9vT7NmzcS9VqxYgaenp8hZktr6+++/4+LiIu5x7NgxUZNIGZs2baJFixbf9CAp48tCvxcuXCApKUmQh0+fPsnCD3NzcwkNDRXy4Nu3b6dOnTp4e3vj4+Mj8kgA4VlSFgeAwvkghSo+ffoUb29vWrRoIRO0uH79OtWrV/9qMeA7d+4QERFBYGCgrM6O1EZlbNu2jbJlywplPelZnzt3DgMDgyKqjv3798fLywsdHR2cnZ2LeComTZpEqVKl6NevHx8/fuTDhw9ERkYyePBgoDBkU1kNsWPHjtSpUwdHR0dycnI4evQoO3fulIUIrl+/Hg8PD/z8/Jg1axbr168nMjISBweH73qWhw4domTJkvTs2VOM7YULF6hevToxMTGsXbsWU1NT4RWXBEqqVasmvks3btzg0aNH4u8tW7ZQvXp1EhMTxX3y8vKoV68eTZs2JT8/n27duuHn58fHjx95/vw5AQEBxMXFifd84MCBlC5dGnNzc44ePcrHjx8ZN24cWlpasm9cdna2IEvz5s2T9TkjI4MhQ4agpaVFuXLliIuLKyLOsH79egwMDOjevfufljFQ4X8XKqKkggoq/E/iy/o469atY9y4caSlpQmDb8GCBWhpaZGUlMTFixdZt26dLPdn8eLFpKamMnbsWFEj5eDBg+jr69OiRQu2bNnCpk2bsLe3p0SJEgwbNkxWpBYKvQZt2rQRP9RjxowhJCQEW1tbHB0dWbJkiSA6kjHSpUsXOnbsKFbje/fuTUBAALVr1xZemebNmwsPRXE5CsnJyUyYMIE7d+5QUFBAnz59qFatGqVLlyYiIkIQmy1btuDp6UmFChXw8PDA09MTT09P1q5dy+jRo5kyZYowxB8/flzEs/Tp0ydWrlwpVoovXbrE7t27OXnypGhPhw4d0NbWZvv27UKxrV+/fgwaNIiHDx/y8eNHEY745MkTEhMTZWRp+PDh9OzZExcXF86fP0+XLl3w8vJizJgxxUo4S+PxZZiN8t8zZszAzc2NTp06yYxeqfCndL0HDx5Qvnx5FAoFkyZNkl3v5s2bODk54eXlxbNnz9iyZQsaGhr069ePzp07ExsbS5kyZYQq3rFjx4iLiyMmJoYOHToIOXYJ0vNfsGABNjY2NG/eXOxr0KAB+vr6dO7cmU+fPlFQUCDuD4Xz+8vclzVr1vDy5cuvikgUB+Vx/P333wXB+LKuFBTmy61fv17k2OXk5Ahv69ChQ9m6dSvBwcGYmprKBBUOHDhAiRIlaN26NVAYHqdQKOjYsaOoMTRv3jxq1apFaGgoZ86c4ciRI0RERODn5/fN8CmJLNWvX5+FCxfKjlXu271796hTpw5t27aV5aw8ePAAW1tbGWGRvIlTp06lV69elCtXjr59+4q2SvcYNWoUfn5+4j5DhgzB1NRUvPuPHj0SaoitW7dm8ODB5ObmkpycjJmZGYaGhkKlTfLAbNiwAQcHB9TV1QkNDaVfv37iWXwPWVq2bBlVq1alR48eYp6fOXOG2rVrM2TIEGJiYsT3Z+HChbRp04ZOnTqRl5dHv379sLOzQ1dXlx49eoh3Y+bMmZiamuLl5SXexYoVK+Ll5YWnpyd6enpCLAMKFzoCAwNFqO/ixYvR09NDQ0NDfEdevHjBzJkz0dPTE6I2UDjvfvnlFyGQA4X5pSYmJiQlJXHu3Dlmz56NkZER/fv3L1I4dtOmTcK7pYIKxUFFlFRQQYX/OSQlJdG1a1eRJ5OUlISuri5OTk4iqVnK41iwYAGGhoZoamqipaVFYGAgOTk59O3bFx0dHQICAoT6mRRqt3//fuzs7DA3N8fLy4tGjRoxZ84c1NTUGDp0qMw4a9u2Ld7e3sLgjI2NZerUqQA0bdoUe3t7lixZIozkrKwsfHx8RHHErKwsYmNjZUIB79+/x9zcnH79+oltknH26dMnjh49ipOTE+Hh4Wzfvl2099ChQ+zZs4eoqChq1qzJ0qVLgUJSOW3aNCZNmsSqVatISkqiatWqREZGEhsbS4UKFYSX4tGjRzg4OODt7V1kBXfVqlVUrFgRQ0ND7OzsaN++vdjXqVMn1NXVcXFxwcPDQ8gg165dG29vb0xMTJg0aRKZmZk8e/ZMhOH16tULLy8vQkNDWbNmDVDoHfhesgSFXq3hw4czefJkmTdi5syZeHp60qZNG3bv3k1wcLAsRE263uHDh/Hw8JAVwpT23bx5k8qVKxMfH0/9+vVlYhBPnz6lb9++lCtXToQYfRnKVBzev3/PwoULsbW1pXnz5rx9+5Z69ephZ2fHr7/+Ku6dnp6OiYkJo0ePpkKFCkyfPl1c4+TJk0RHR4sipt+DXbt2CXWz7t27ExYWJvNWfomMjAxatmxJXFwcubm53LlzBx8fHyZPngwUCi6Ym5tjYmKCjo6OCCstKCjg8OHDZGRkMHjwYIYOHUrVqlUpVaoUzZo1448//qCgoIBVq1ZRr149SpYsiaOjI7Vr1/4ukiDlEUVFRYnwvRkzZtCnTx8GDBgg5suSJUvw8/MjIiKCDRs2cOjQIUJCQvD29hbP6dChQyQmJrJkyRJx/RkzZmBiYkJqaqrMML927Zrw1koLGg4ODkLIozjMnj0bPT09Tp06xa1btzh16hReXl7Y2NiIsd++fTumpqZMmDCh2AK0xUH5XVi2bBnGxsb06NFDEJhPnz7RtWtXzM3NgUJiHRMTI4r2rlu3jqpVq7JlyxbGjRtHjRo1iIyMFNLeFy5coHnz5jRv3pwOHTqQk5NDWFgYCoWCZs2aFfHGr127lujoaEqVKoWTkxO+vr7UrFmTatWqiZDIly9fMn369CJkKTs7m4EDB+Lk5IS1tTUlS5YsUkNp2rRpGBsb079/f1mIpQoq/BlUREkFFVT4n0NSUhLu7u7069eP3bt3U7t2bU6dOkVeXh7Xrl2jR48elCxZUiRKv3r1iv79++Pj40PTpk0FmZBi2zMzMxk7diwlS5YUBtP79+958OCBMOoAQZak6vZQmGPi4eGBi4sLXl5e2NnZiUrwBQUFNGnSRJAlyYCbNGkSampqNG/eHE9PT1xdXYvkF3Xu3JmQkBBZWBMUqk3Fx8eze/du6tWrR+PGjenZs6cwgKBw1b158+b4+/uzYMEC2flr167F2NhY5EXMnz+fUqVKyQzFx48fo6enR7t27UR7Xr16RVBQEEuWLCEjI4Np06bh5OQkEzHYuHEjU6ZM4ZdffmHXrl3o6enRu3dvLl26JEL4lFXNunXrhqOjI23btiU8PJyQkBDh3foWWVI20lJSUjAwMKBBgwa4uLhQt25dWZ/nzZtHQEAAFhYWQgIcCmWyU1JS6NWrF2vWrOHw4cPY2NgQGhrK2LFjadWqlawo8IsXLzA1NRUkQXmsIiIiSE5OJi8vrwjR+ho+fPjAwoULcXBwICIigpcvX9K0aVMCAwOZPXu2OL9nz54oFApRVBgKyXVkZCSRkZHfnbyenZ3N+PHjsbOzEyFmX4aXFYenT5+Ke/z2228MGzaMjx8/8vjxY6ysrOjQoQNv376lZs2aWFhYCCEAKMxLqVChAkeOHOHEiROsWbOGMmXK0LhxY1lo36VLl7h37953kUwJ9+7dE96KkSNHoqWlRZMmTdDV1cXd3V3IsK9du5bGjRujpqaGm5ubWCiBwudqaWmJpqZmkec6ffp0TExMGDBgALdv32bDhg0YGRnh7+/Phg0bhEdoyJAhhIeHi3dekpiHwjmQmJgoyKnymDo4OBATEyO2SSqC0nnfwpey7VBICiWyJH0zLl++TJUqVTA2NsbBwQEHBweh7tm9e3dZQdY9e/ZQr149IiIixDsoIScnh3fv3vHzzz/Tu3dvatasSdeuXWV1lCRkZGTw6NEjIcIhkSUpLE8iS/r6+kXqfEkCMhK5A2RiLtOnT6datWoiV1QFFb4HKqKkggoq/M9A2YAYPnw4vr6+tGnTRuToSHjx4gUdOnTA29tbVjNk4cKF1KtXT6wqK0t5Q2FBzMqVK8vIyZdhbxJZGjZsGPB/oWm9e/cmOTlZGHnKRkyjRo0EWfr06RMfPnxg2rRpxMTE0LVr12JX0VevXo25uTnJyckidOiPP/4gOjqawMBA8vPzOX/+PIGBgWhqahYpfCuRpTp16shCykaNGiUK365fvx4tLS1hML17905WDFVqz8mTJ2nSpAlNmzYVY/bp0yeWL1+Og4ODLPlbQkpKCo0bNxb9CgoKIigoSObBuHfvHp06deL48ePs2LGD0NDQ7yZL8H+Gk0R4586di7q6Oh4eHsI7CIWJ57/99pt4llLdl969e9OoUSOsra3p0aMHR44cwcjICBcXF9TV1YVMtoQmTZrQokWLIvOmefPmhIeHFxmDP8OHDx+YPn063t7ePHr0iFOnTlGnTh18fHxEvtTTp09p2LAhGhoaDBs2jNTUVIKCgnBwcCg2XO5byM3NpX79+igUCiE6AN8X4qUsnw6FQiENGjQQntI2bdpQsmRJTE1NxXOKjY2le/fususcPXoUDQ0N4uPjiw2Z+p6+fHlMp06dxJz58OGDqHGmLLF969YtYcDD/5Gxy5cvY21tTf369UXIrnSPmTNnCul7KHxfkpOT0dXVJTw8nIkTJ3L+/HnU1dVJS0uTfZ/Wr19PXl4ezZo1w8/PT2yXxnr69Om4urrKcrSU939P3yWpbgkLFy4UZEl6TlevXmXIkCGMHz+e3Nxc0tPTqV69OpqamowePVp2/t69ewkKCiImJkbUhCoOI0eOxNfXV0aW8vPzSU9PLyK+cufOHfz8/IqQpZkzZ6JQKJg+fbro06ZNmxg2bBh+fn64urqKayv3c/Lkydja2gqBFBVU+DOoiJIKKqjwPwVlQ2Ho0KFUqVIFAwMDnjx5AvyfEb1u3ToMDQ25deuW7Jx58+bh6elJuXLlBCFSJgSGhoYinGnq1Kl06tSJ1q1bs379eqGSN3v2bBGGp3xPKFzZ7dOnDxMnThQFLqGQLNnZ2bFs2TI+ffrE5cuXxap0QUFBsavos2fPxsXFBSsrK+F5cnZ2FrVn8vPzuXr1KnXr1sXJyYkNGzbIzr99+zYhISEkJiaKNk6YMIHevXuzcePGIrWY1qxZw88//yzL//r8+TNjxoyhWrVqog6QhKysLJYvX46rq6sohCuhefPmQlXP1dWV4OBg3r17BxTmTSnLNkvYsmVLsWRJCtMbNGiQMJo+ffpEUlIS48ePBwq9Wbq6ugwZMoSIiAisrKyKeNOgMMnf3NxckKs1a9agoaEhlNSOHj2Kubk5lpaWaGlp0aVLF3HupEmTcHR0ZMqUKWIuAKJGTHEFXv8MHz9+5M2bN/Tu3Zvo6Gh8fHzQ0dGhevXqgiy9efOGIUOGUKNGDaKioujdu7eYL9/jfYHC9+bNmzcMHz6c5ORkXF1dZX37su3SfLlz5w4ZGRlirkKhdyo4OFjm5erevTsHDx7k2bNnQr3M39+fDh06iOtJuTwDBw5EoVDQoUOHIqTze/oh4ezZsxw6dIiOHTsK0Q6pL46Ojjg4OHD27Nki5ONLonXp0iXc3Nzo2LGjrKYWFNbLkgQhJJw4cYKJEydiZGRE/fr1KVeuHMHBwWRmZlJQUMCoUaOoUqUKN27cYMOGDdjb2xeZi2lpaTg5Of2Qwa/8nRk/fjyRkZE0atSIIUOGiDZ/SZakc5S9UGlpaUJWXqozJ2Hfvn24uLiQnJwMFOYLTZgwgbS0NOGly8nJYeTIkfj7+9OuXTsyMjIICgoiKiqKLVu2sGjRIrZt2yb69vDhwyJk6Y8//mDdunXFEsMjR47g4eGBq6urbGFFCguU8iBVUOF7oCJKKqigwv8clA2ZcePGYWJiQmJioix2XaorIiUoK5+zfPly7O3tCQsLkxlYd+7cwdTUlL179zJkyBA0NTXp3LmzCK1r0qSJ+PGfO3cupUuXJikpSfzY9+vXDy0tLYKCgvDw8EBPT4/hw4eL6zdu3BhHR0c6d+5M2bJl+emnn0Ro39fyb06ePMmKFStISUlh3rx5MgNZOufy5csEBgYSFhYmVoKlazx58oQ9e/Zw//59CgoKWLNmDZqampQuXVpGkt6/f09ISAi9e/cuMt5//PEHkyZNQldXV2ZcQyFZmjt3LjVq1JAleA8cOJCaNWvi5eVFWFiYjFh06tSJ3r178/nzZ168eCGMJyhc1Q4JCSlClpo2bSrq3Ui4f/8+jx49IiMjAysrK0HMdu7ciba2NhYWFqxdu1bW3gULFhAQEAAUrZUlKRLu27ePoKAgpk6dikKhIDU1VZzfo0cPETY1dOhQ2rVrh5aWlvDE/RUsXbqUChUqcP78eV69eiWUCb28vFi8eLHo85ehTj/ifVDGx48fmThxIg4ODnTt2lW27/z58+K6a9euxcLCAn19fUJCQmQ1b1q0aIGJiQlLly6lU6dOVKxYkTt37siuNXv2bDQ1NUUIrHKNnKZNm1K6dGmhGvc9UH72ffr0oVKlSlSqVAmFQsGsWbNkpDEnJwcXFxcqV678XQVIL1y4gLu7Ox07dhQiHKmpqZibm6Ovr0/Lli1FnTEJnz59YvLkyTRu3Bh1dXUuXrzIuXPnaNGihRC3ePLkCc2bN6d+/fpMnTqVvLw8Hj16RFhYGDExMd8tZ6183OjRo9HU1CQ1NVUswLi5ucnCSk1NTWndurX4Jr5580ZGSteuXYubmxtt27aVed4KCgo4e/Ys+fn5pKSkULVqVXx9ffH39ycgIED0Kycnh/Hjx+Pp6YmRkRG+vr4kJSWhqamJs7Mz6urq1K9fn1WrVgGFIhpSeKb0LYJCYpaYmEh0dDSTJ08WeZHHjx/H09MTZ2dnrl27xsCBAzE3Nxd5qSqo8L1QESUVVFDhfw5femB+/fVXnJ2dadKkCcePH+f48eOEhobi6ekpMxaVz1m5ciX+/v54e3uzdetWtmzZQnh4OC4uLty8eZPIyEhZAct58+ZRu3ZtEhIShBdk6tSpQmb69OnThIeHC/W8J0+eMHnyZEqVKiVqJAHUq1cPS0tLFAoFYWFh9OjRQ5AvZWPoa8QJ5AaydNzFixcJDAwkPDycLVu2iP39+vXDzMyM+fPnC2/MgAEDRL7QhQsXuHz5MsHBwTJj6969e2RkZAjZYUkq3MHBgR49esja8unTJ86cOUNCQoIwjE6ePImPjw/GxsYilwQKc6IMDQ05ePAgI0aMwMfHB3Nzc/z8/IQHbteuXYSGhhIaGsqhQ4dE7k9+fr6sVpM0DkuXLsXDw0MYglu3biU6OpoJEyYUGbslS5bQsmVLduzYUcSjtmHDBvr378/ChQuxtLQkISGBatWqoVAohPgGFIpEJCQk4OrqSqNGjcRK+1/FsGHDhFy79DyfPn1KjRo1sLCwYMGCBUUM6u/NY4HCRPgOHTrQvHlzUZ/n48ePTJo0CWdnZ9q1a8fLly+pX7++CMu8e/cu1tbWzJ49mw0bNtC2bVs8PDxEuFZmZqYovOvu7s6FCxeKtOHBgwe0bdsWa2trkbv07t07IiMj2bBhA7NmzaJChQpFCMif9efAgQN4e3uzc+dOzp07R82aNfH09GTLli2ydyMnJ4f4+Pjvlk2/cOGCEG+ZO3culpaWrF69mlWrVlGlShVq165dxLsktSs2NhYPDw98fHxwcnKSiUDcvHmT9u3bY2Zmho6OjpCd/9HQSSj0orVo0ULmrT516hROTk6yEL+ZM2cSExNDfn4+o0ePJiAgAGdnZ+rVqyeI4KpVq4oUfJYwefJkTE1NhRdnzJgxlC5dGnt7e6HymJeXx82bNzly5AgXL17E0dGRI0eOiBC/hg0bUqdOHbF4c/v2bezs7IiLiwMKvcAaGho0bdqU5s2bU6FCBaKjo0Wx3VOnTuHn50flypWxsLD4IeESFVSQoCJKKqigwv8UlL0vR44cEaEjo0aNolKlSmhpaREVFSWUmgCZAbpv3z42btwIFBrNtra2lC9fnrCwMPr378/kyZOpUqUKrq6uslylnJwcsQqvrAZXUFDAkiVLCA8Pp2bNmrJV/w8fPjBy5Ejs7e1lq9onTpygYsWKREZGUq9ePXr16lUsWfoSv/76a5EaOsrnXLx4kaCgILy8vDh27Bhjx46lcuXKnDhxoki4SmJiIiYmJmhqauLt7U1gYKAIjVq/fj1WVlY4Ozujr69PYmIi6enpvH//nnHjxuHo6Ejv3r1l6mw6Ojr06NGDo0ePijZNnz4dT09P3N3d6du3L23btkVTU5PVq1czdOhQDAwMSEtL49mzZ1hbW+Ps7CwMzJ07d1KnTh08PDzEMx4/fjzx8fHExcXJPIHLly/HysqKzZs38/79e6KiohgwYECxSe+///47pUuXRqFQyMYyKyuLkJAQGjZsiK6uLtOnTycnJ4cnT54wZ84cypYtS+fOnWVj+PHjx3+ofovUvrFjx+Lu7i7yfaR5e/DgQcqXL4+Dg4Mobvw9UDa8+/XrR4UKFWjSpAlhYWGoqanRt29fXr58yYcPH5g5cyYWFhYYGxvj6elJTk4OFy5cIDk5mW7duolr3b9/n969e+Pq6irCHaGQDBWX1C/hwoULdOrUSSjbmZubY29vT15eHuvWrcPGxuaHQqnWr19P27ZtRWgYFJIvqa7T5s2biyVG3+t9O336tKhnJXkooZC4GhsbExAQIJN9l86Tcs1q1apFmTJlRB02CZmZmdy/f5/Fixeza9cu0Z7vDZ2EwnA9d3d3LC0tZflUeXl57N27F1tb2yK5RYMGDcLAwICFCxdy+fJljIyM8PLyEmIaK1eupEqVKoSEhAiPcGZmJs2aNROLCFu3bkVbW5uUlBRCQ0OLyKv/8ssvJCQk0LJlS9ncu3r1KoGBgbIaX48ePSIvL4+nT5/i7OwsK2Z94cIFatWqRUxMjPAyf/z4kePHj8tyTVVQ4UegIkoqqKDC/xSkH+INGzagpqYmq2A/YcIEKleuzNy5c2Uyu8rnlC5dWhaOtWLFChwcHBg+fDgFBQW8fv0ae3t7FAoFa9eulRGXd+/eUbZsWRYvXixrk2RsampqFimWefToUXR1dTl16hT5+fmCtPXu3ZtRo0YxYsQIPDw86NWrl0jslu6pbHQsWbKEKlWqiFDCLyGdc+bMGbp3705WVpZQcFOGssF47do1jh8/LhM62LdvH1paWkKKWkq6XrZsGQCvX79m4sSJVKlShdTUVN6+fUudOnVkXiYJ+fn57Ny5k06dOlG7dm26devGvn37ePr0KT4+PiKnav/+/TJRCfi/4pgtWrQgPz+f4cOHo6+vT4cOHYRqm0QeMjIyCAkJwdjYGFNTU5HHpTwuyli7di1ly5YlJSWFgwcPcuDAAerXr4+zszNHjhzBzMxM5gXLysoS46Ccl/PPwvXr1yldunQRmeldu3YRExPDwIEDf8jrIOHBgwd069ZNNielMD8p5O3XX38lNjaWXbt2kZ2dzdu3b2nWrBkVK1YkODhYdr179+7Rq1cvPD09ZTLpxUF53KWQxokTJzJ//nxBDnr27EmdOnW+myhlZWURFhZG2bJlCQkJke179+4dgYGB+Pn5sXr16h8ary+9b126dMHR0ZGkpCTZcc+ePcPExITatWsX8aD17dsXMzMzjh49Sp06dahTp47Ms1vcPPxeT5eEmzdvEhERQalSpRgxYoRs38uXLzExMZFJyN+/fx93d3fhfdqzZw/a2trMnj1bHPPkyRPU1dUxMjKS5aH99ttv3L59m/T0dMzMzETJg5kzZ6Kmpoa+vr5QzhwxYgQKhQIbGxsRGif1d+PGjSgUCvr06SNTsHv27BnVq1cX32JpLC5cuICWlhbz5s37obFRQYWvQUWUVFBBhf8v8S1DZ9++fSgUCvGDL/3I5ufnM2/evGILtB48eBCFQiGMceXrb968mfz8fJH38/btW6ysrHBxcZGFezx79gwbGxvhkVLG2rVrsbGxoUmTJrIE6YcPH2JiYiLEAiRMnDgRDw8PsrOzmThxIp6enjKypNy+Y8eO0bt3b7HC+zWvk/L2Fy9eUKlSJeE1Ub5eVlYWjx49kknsSqFtycnJtG3bFigMv7KyspKFncH/1WW6ffs2T58+xcrKSiYkUVyYmPL9b9++jbW1NXl5eezcuVMWAvfhwwfmzJnDixcviI6OpkqVKpw5c4bExEQR1gjQsWNHypcvL+pP3bx5kx07drB06dI/Xa3Py8tj5cqVGBsbY2xsjIeHB1FRUeTk5HDr1i3KlCnDunXrZOfcvXsXQ0NDFApFsXlcfwXK47R69Wo0NDTo2bMnp06dIiMjg/DwcJnn5M+Mf+XrrVixglKlSmFhYSHzPkBhGKm6ujqXLl1i2bJlwnMqEflz587RsmVLKleuXMSDef/+fTp06EBAQACvXr3i1KlTbNu2jcuXLxdRcCuuXVCYC5iYmIiOjk6RtimjuP6+fPmStm3bYmlpyfTp02Vk4927dzg6OhaR4/4Wvsz90dDQoGXLlujq6mJlZcWuXbtkxz9+/JiSJUuSmJgIFC6+jB07lsDAQJG/c+7cOerUqUNYWJhsIed785G+hYcPHwrRD+Vn06hRI6pWrSpTe7xy5QrVqlUDCms1Kb9n7969E8feuHEDCwsLAgMDi3hupk+fTr169YS3c/Xq1TRo0IDJkyfLxn7GjBkoFApGjx4t87JKiyBOTk5MmTJFkKUHDx5gbGwsiF12dra4XlhYmBABUUGFfxQqoqSCCir8fwdlA2n9+vWMGDGCuXPnCtJy6tSpIkn6yqpdy5cvp2fPnvz888+i8OzTp0+LEJzi1LAk4zozMxNzc3OsrKwYOnQoK1euJCoqSoQNFdfWJUuWiFotK1asYPv27bi5uaFQKDAzM2PlypUyj1BgYKDI+ZDkzvv06SNblU1PT6dMmTKULFmSX375RZz7PUZXZGQk0dHRQkhBaveJEycICwvD19dXlocF0Lp1a2bMmEFOTg5VqlShc+fO4l5paWnC8JP6ffPmTczMzIR3R3lsrl69SlpamvhbakdBQQEeHh40bdoUbW1tmUjAjRs3qFmzJjt27ODz58+Eh4dToUIF7OzsOHfunKytnTp1onz58kXU/r5sx9fw/Plzbty4wb1792SCCc2aNSMiIkKEEUKhYdm6dWsZsfhHIN1PkkR+9+4dmzdvxsjICBMTE0xMTHB3d/+mZ+xbuHz5MjExMWhoaIg8EylH7c2bN1SrVk3kk0EhGY+JiREqY5cvX6Z58+bUqlVLeBOldjx48IBnz57Rr18/zM3NhRx3TExMEY/ql3j//j0LFiygQYMG38ztUn6v0tPTuXr1qgh5y8zMpEWLFvj5+TFr1qwiiwB/xft29uxZEhISxPvw/Plz3NzcCAoKEgQoNTWVDh068OzZM/Ly8ujZsyd6enpYWVlhaWlJpUqVhJflzJkz1K1bl8jIyCLfqn8Ud+/eJSIiAmtraxISEhg/fjzGxsYoFArZNy47Oxs/Pz+6du2KlpaW7D377bff8PX1FSF0N27cwNTUlMDAQJlgwpQpUzA2NubcuXPk5OQQHR3N4MGDuXTpEmfOnJG9Z2PGjEFNTY1BgwZx9OhRMjIyRK5ohw4d8PPzY8KECaLm1PDhw1FXVy9StykoKOiHRD5UUOFbUBElFVRQ4f8rKBuEycnJGBsbExQURO3atfHx8ZHF4BdnEKWkpGBsbEzjxo1p2rQpVatWlUnzfo8RpUyW7OzsUCgUtG7dmuTk5GLzXr5U1LOwsKBUqVJERkbi6uqKsbExlpaW1KpVi8jISOLj47l//z6jRo2S5b2MHDkSCwsLWdw+FIavGBgYEBwcXERdTTlp/EtMnToVd3d3Bg0aJFaEP3z4QGRkJP7+/lhbWxMVFcWRI0fEOcOGDcPY2BgjIyN69OghSzhv2bIlSUlJRfJyatWqhZeXlzCAJEyePJmmTZvy8uVLJk6cSPfu3UXS+MSJEzE0NBS1lqDQyI2IiCA4OFiMb1ZWFq1bt0ahUIhQJuU50qVLFxQKRRHC92eQrrF3715SUlJITEwUORqHDh2idu3ahISEsHz5cn777TeSk5Oxs7P7qtfkz+5T3La1a9eirq4uy2d59uwZ58+f58iRI38pj2Xu3LnCC3X27FkCAwOpXLmyUKTLz8/n+fPnmJiYyAz4lStXYmtrS+PGjYVYyfnz52nRogX+/v6sWLFCdp8ZM2ZgaGgoyGRKSgpaWlrs3bv3T9v4/v17IRVfHJTHbNCgQdjZ2WFnZydCBnNycnj9+jXNmjXD39+fOXPmfFPw5M8g5f7Y29sL8RIofLcksrRz50569uyJr68vycnJnDp1ilq1anHu3Dnevn3L7du3ad68OTo6OmKOnz17FicnpyIhfP8M3Lt3j5iYGNTU1AgNDWX8+PEkJiZStmxZNm3aRF5eHp8/f6ZXr17o6urSvn17ce6nT58IDw8nIiKC/Px88d4WR5ZOnz5NSEgIFStWxNbWFnt7e5KSkjA2NqZcuXIEBQXJiuVKRWMVCgWdO3cmNDSUnJwc7t27R4MGDfD09GTKlClkZ2eTlZVFu3btKFmyJGPGjGHu3LkkJSWhra0ty0FUQYV/BCqipIIKKvx/iWnTplGtWjWxGj516lTU1dWxtLRk+fLl4rgvaySZmZmJVe3FixdTsmRJypQpw+TJk4HC5ODiVOO+hGScvnv3DhMTE6pVq0arVq2+aigrt2P16tW4uLjQo0cPDhw4QI8ePURx2bNnzxIQEEBcXByurq4oFAoRPpafn8+iRYuKNfLS0tKoUqUKP/30k/BoTJ06FU1NTVluwZcYMGAAnp6eWFtbExMTg5ubG46OjuTk5HDz5k0cHR1p0KCBUJp6/PgxoaGhGBoaitpU2dnZ9O/fnypVqhRbjPf69etYWFjg4+PDoUOHOHz4MFOnTkVDQ4PNmzeTkpJCpUqVWLFihTDYHzx4QKdOnbCwsCA2NpbExERq1aqFk5NTETWw7OxsIiMjMTAwEPWPlDFmzJgfIhMSdu7cibq6OlFRUVSrVo1KlSqxevVqoFAopE2bNpQpUwZLS0uqVKlSrLLbt6A8Jz58+CALQbxx4wZ6enrMmDGj2OMl/IjBn52dTdeuXalbt67YJpElfX19pk2bxoIFC6hXr54IfVyzZg3Dhg0jPz+fxYsX4+3tTWxsrIwsxcfH4+DgwOrVq8X70rp1a4YMGQIUesWUc18+ffr0w4SyOIwePZqKFSsKIv/TTz+hrq4uQltfvXpFixYtsLa2/iGxiy8h5f5oaWkVWaS4f/8+9vb2uLi4cOzYMYYMGULt2rWJjY0lLCxMlneTlZVFdHQ0Li4uwjOXkZHxw7lI34sHDx4QERFBgwYNWLFihZAdNzQ0FJ70W7duER4ejpubGwkJCQwaNIjatWuL92z8+PGMHDlSPC+JLNWpU0dsO336NEuWLGHKlCkcOHAAR0dHdu7cycmTJ/H09KRGjRoyxUEpn2/atGkUFBSwatUqQkNDCQwMpEKFChgYGDB16lRycnJEnTZra2tcXFyoVauWTK5cBRX+UaiIkgoqqPD/HT5+/Ej79u2ZNGkSUFiIVEdHh0GDBtGwYUOqVatWJNzq8+fPpKamCqWqrVu3oqOjw5gxY+jduzelSpWiY8eOREZGsnTpUlmo3te8TLm5uSxevBgLCwt0dXUxNzcX4V+SYf41Ge8FCxaIuiy7d+/mp59+wtfXVxiTx48fp3///piamsrEFKBwdX/kyJGMHDmSa9euiXssX74cY2NjunXrxvDhwylTpowstE0Zytfbt28fgwcPpmvXrrIcgqdPnzJt2jS0tbWJiIgQBHPbtm3UqFGDihUrEhYWRr169TAwMBBEoThyefv2bXx9fTEzM8PIyAhHR0fWrl3Lnj17MDMzEyFJyrh//z4rV66kfv36xMfHM3DgQHJzc1mzZg1jx45l+fLlIoeloKBAGIESWfqyHd9DlqRzMjMz6dGjhywcKT4+HiMjI5n35MGDB6SnpwuVsO+F8vhPnDiRmJgYatWqxfDhwwWx/VKS+Z+BjIyMIoIj58+fJzg4mBIlStC4cWMqV65M7dq1mTJlCmpqaqKwbXZ2NosWLSpClk6fPk3Hjh1lMt6NGjVi+/btHD58GE1NTTGvc3NzmTNnDhs3bvxLIXAS8vLyiIuLE962devWUaFCBZFXI4URPn/+nJ9//vkfJiMPHjwgKiqKgIAAWT7h8OHDCQ8Pp02bNuTn5/PhwwcGDhyIlZWVyP+B/5t7GzZswNzcnNu3bxfpz9+B27dvExERgampKZaWloSGhqKvr4+WlpYgjzdu3GDChAnUqFGDRo0ayQoW9+rVi/LlyzN58mRevnwpjjc1NaV27dpFCuKmp6fTr18/8XdmZiYBAQH4+vrKyNKvv/6KmpqaqC23cOFCHjx4QGZmJrGxsbi5uTF16lRBNJ8/f05WVtY3PY0qqPBXoCJKKqigwv+XePDgAbdu3RLeCskjtHLlStTV1dHU1BSrphKePXvGzZs3uXv3LjY2NoI07d27l5IlS1KiRAns7OwwMzOjadOmDBgwgKysrCLV6yWsWLGCMmXKsHbtWl6+fImOjg716tVj2LBhLFq0SBhrXyNLy5Ytw8LCgu7du3Pv3j26deuGh4eHTHZYqv0jnSd5Xxo3boy1tTWBgYEsWrRIRpb09fUpUaJEETGLL/EtQ3XNmjVoa2vTq1cvoqKiKF++PIGBgSKH6uHDh4wePZpu3boxefJkjh49KgqHfgvp6elcu3ZNFLqcM2cOzs7OMgnpL9ulPH79+vWjfPny+Pn5oaenh4+PjxivgoICIiIiMDExKZZ4fS9Onz6NiYkJ3t7eRfoUHx+PoaEhK1eu/Kbs9feiX79+VKxYkcmTJzNw4EA8PT2JjIwU8sd/hwHds2dPmjZtSmZmpth2+vRpYmNjMTMz4+rVq+jq6oqQJ2Uok6XGjRuLMVD2nAB069YNbW1typUrJ/Pwvnz5ksDAQMaNG/eX219QUMCbN28wMTHhyJEjHD16VCZE8PnzZ5KTk2WiKfCPj+WdO3eIiIggMDCQlStXsmDBArZs2SJIxZ07d8jLy+PDhw8MHz4cIyMjOnfuLAglFNYPq1q16jdFKv7ZmDhxIiVLlqRWrVrcv3+fO3fu0KZNGxGGJ+Fr4YlDhgxBV1eXiRMnysiShYUFjo6OvHr1ijFjxhAdHY2NjY2otSUhMzOT2rVr4+/vz5o1a8R9JkyYQIkSJahUqZLMw/j+/Xuio6MxMDBg2rRpIixYBRX+DqiIkgoqqPBfDWUvQHEegYULF+Ln5ydWGrdt20aDBg2YPXu2MFq+xObNm3FzcxM/+qdOnaJVq1bExsbSqVMnsrKyxHVdXV0ZNGhQkdyf27dv4+HhwdSpU0W73r59S3BwMAqFAmdnZ1auXPmnZGnVqlUi3Ozp06d069YNb29vIcwgFVOFQoUpU1NT4bVKS0tDoVDg6+vLvHnzKCgoYM6cOSgUCsqWLcuiRYv+UtHKx48fY2lpKSNskkJWnTp1hGdJuubly5cxNzcnMTGxiHFaXJ+Vx2PKlCk4ODgIg1uZlK5du1YWznb58mW8vb1FuOXNmzfp1asXbm5uMiO5Ro0aREVFfXd/i0O9evWEcuKXBnZCQgIaGhqsWbPmH1IqW716Nba2toJ8bt++HQ0NDWxsbKhbt65QGPtRA195rH/99Vf69+8vEwnZsGEDFSpUKBLCdPbsWYKCgrC0tKRcuXKUK1eOyMjIIuIU2dnZwpMaHx9PQUEBR48e5cSJEyKH58OHDyJEMzMzk7dv3/L06VNCQ0Px9fX9oVDIr83dnj17UqtWLcqWLSu8XlDofahTp45YKPhnqMlJuHPnDpGRkejo6GBjYyPatm7dOqpWrSrEDz58+MDgwYPx8PCgWbNmZGRkiHyeGjVq/EPetB/F+PHjqVGjhkzS/vPnzzRp0gQ9Pb0iyn3Xrl0T3y0JgwcPRktLiwkTJvDy5UsKCgq4du0acXFxTJ06lXLlytG3b19sbGwwMTEpIqLx5s0b7O3t6dixo6zWXfv27TExMRG5lJI3+8mTJ1SoUAFra2uZpLkKKvyzoSJKKqigwn8lMjIyZMbUpEmTaN++Pa1bt+bmzZuCACxevBhDQ0P27t3L3r17CQ0NJSUlhYKCAsaMGUNUVBRhYWHs379fkKmdO3eioaHB6tWrefXqFeHh4bRr146XL19ibGwsU/GaOHEiCoWC8uXL07t3bxHSd/bsWVleSl5eHpMmTcLU1JS7d+/SsGFDXF1dWbZsWRGjA75u/D19+pTu3btTuXJlEhISxLU/fvzI4MGDRY7E+vXr0dXV5ddff6Vu3bpYWVnRsmVLNDQ0WLZsGR06dKBGjRpMnz5djOP3GmcvX77EyspKJPNL51++fJmyZcvSoEEDdu/eDRQqbBkYGJCSkvKXPCyXL19GoVDIFPugcFU5JiZGEKBffvmFRo0aERsbKxvPO3fu0Lp1ayIiIsT27Ozsf4ohWq9ePYyMjNi/f38RstKlSxch7vBXsW3bNnr16gUUho9KOUlSLaPw8PBvinH8GbZv387SpUuxsLDAy8uL6Ohorl69SkFBAZ07dyYyMlIYppLhunXrVnx8fHB2dubx48fo6+sTEhJShCzl5+ezfv167ty5I5L3NTU1qVu3rgh/O3XqFG5ubkKV0MvLC29vb1mh5z+D8nO8e/cut27dEn+vXr0aGxsb6tevL7xjr1+/JiwsjFq1av1t4Wzr16+nbNmytG7dGigMET127BixsbG4u7sLlbb3798zdOhQ9PT0qFChArGxsbRr1+4vLV78Ixg/fjwVKlQQ77H0/82bNwthhaNHj1JQUMDWrVtRKBSsWrWqiJcwNTWVsmXLMnXqVCHmcOjQIfr06cO2bduAwsWixo0bU6tWLVm9OijM55SeibT9jz/+oGLFirRr1052r99//53g4GASEhKE91kFFf4OqIiSCiqo8F+Hvn37oqOjw8mTJ4FCI1lLS4uOHTtiZmZGtWrV2LhxIzk5OWRkZBATE0PZsmUpWbIkJiYm5OTkMHXqVHR0dBg8eLAQK5g4cSKvX7/mw4cPdOrUCXV1dSwsLHB2dhZG9tChQ2U1OlxdXYmLi2P58uWimGVKSgppaWmoq6sLSWsolCBXFk4ICwvD3NxcZtx9D86ePYuBgQHlypUTRCw3N5dr167x7NkzMjIysLGxETlax44do1y5cpQoUUIoaL169YqWLVtSo0YNZsyYIasl9Wd48eIFZmZmgrzk5uaSm5vLvXv3qFOnjij0mpWVxdSpU6lfv/5Xc7p27NjxVQIlHTd16lRKlSpF37592b9/P0ePHiU4OBhnZ2dh1M2ePRuFQkHlypWLKF7t3r0bhUJRRE76e/oqGWynT59m0qRJjB8/XlYjqU6dOpiYmBRLln4EX/NqPHv2jLdv3+Ln5yfG+/379zg4OFC5cmVRj+d7oNzfoUOHolAoeP/+PY8ePWLXrl3UqlULV1dX6tatS3x8PDVr1hR5Rbm5uWzcuBEvLy9SU1PFWN6+fRs9PT3Cw8O5fv06+fn5DBs2jJEjRwKFoWTOzs6cOnWK/fv307lzZ1xdXUUoLMD8+fOZP38+Gzdu/EtKfVBopJubm6Ovr0/Lli3FezZu3Djc3NywtLQkKCgILy8vmWz630GWLl26hEKhYPny5XTt2hUHBwfy8/M5evQojRs3xsXFRZCljx8/MmLECMzNzZkwYYKs0PU/G1/r6927d/Hw8KBdu3ayd/HkyZN069aNCRMmyNoTHx+Pjo4OaWlpMrL08OFDdHR0UCgUrF69mt27d+Pg4ICJiYnMY/n8+XMaN25MzZo1mT9/vsyDdPToUUaMGMHChQu5evUqUFg4uXz58rRt25bffvuNhw8fMnjwYGJjY/8p4a0qqPAtqIiSCiqo8F8JLy8vbGxsOHr0KG3atJEVE42Ojsbc3FzUBLlx4wYbN27E3d0dJycnVq5cSYcOHUR9EyhUxHJ0dGTChAl8+vSJd+/eceTIETZs2CAz3g4ePChkjb29valVq5ZYPf3jjz84duwYubm57Nq1CzU1tWLDryQjbf369dStW1eow/0Ijh8/TqNGjTA0NBShdtJ109LScHNzE8bi1q1bCQkJoVOnTkVqPRVHlr4ViiTtmzFjBmpqakJxb/fu3dSpU4e2bduyZMkSkYw+cOBAPDw8iqw+w/9542bMmFFsCKSE/Px81qxZg7GxMVWqVMHe3l5GvqR2r169GoVCQa9evWSE9MqVK9jY2Hyz7s63sH79evT19YmMjKRhw4aUK1eO1NRUsb9u3bqYm5uza9euv2R4KxOYZ8+eFVEhvHr1KkZGRhw6dAgoNGybNm3K+vXr/5LX4dq1a/zyyy/C66eM7du3izwvhUIhiPWmTZuE+uOXRUVv3ryJgYEBbm5uhIeHo6mpydmzZ1m7di3x8fGysbp37x69e/fGxcXlq3lIPzqGmzdvxtLSktWrV7Nq1SqqVKmCv7+/mIPHjh1j7NixDBgwgHnz5v1lMvY9UH4/1NXVixTFLY4svXv3jtmzZxdb6PqfASnEEIof29zcXKZMmULNmjVp2LAh169f5+LFi4SFhYl8onXr1slEStq2bUv58uVJS0sTi0gZGRn0799feKmfPHlCjx490NPTo2fPnrJ7/vHHHzRr1gwbGxsh279x40bKlSuHh4cHVlZWeHh4CNn+vXv3YmhoiKmpKaamplSuXPmrYbwqqPDPhIooqaCCCv9VUDZu3NzcqFatGm5ubqKYpITo6GhRyFTZCI+JicHe3p7q1asLj5SEbt264ejoKEtK3rx5s6zOB0DXrl1RKBQyCdziEp09PT1xcnIq1mP04cMHIiIi6NSp0w8ZRsrtSE9PJzY2FkNDQ5nRsHDhQuzt7dm+fTsvX74kKiqKn3/+WXYN6Tpv3rwRZGnmzJnk5eUxbtw4Wb2p4pCZmUmfPn1QKBQMHjyY1NRUGjdujJ6ensipgkKJZmNjYyE+AAgPxeDBg2nevDnq6upMnz79m2QJCknE77//zu+//05+fj7Hjx9nz549vHr1Soz/ggULUCgUJCQksHXrVs6dO0dYWBhubm5/iVT8/vvvGBsbizyIa9euUaZMGX766SfZs3B1dcXBweEfSizv378/Tk5OGBkZMXjwYDG3Hj16hLe3N61ateLAgQOEhIQQGRkp+vMj/dq+fTsKhQJDQ0Mx/wsKCooY0L/99huDBg2iRo0anDhxAi8vL6ZOnQoU5q+8fPmStWvXCgXBJk2a4OLiQrdu3bhy5QpPnjwhKioKPT09mjdvLru2RJY8PT3/UmHQL/t7/PhxWb7c06dPMTY2xs/P76vhj39X2J0EqR6QmppaEWVJiSy5u7sXyf/5Z7dr//79KBQKunTpUuw9pG9PdnY2CxYsoGbNmqipqWFubo6Hhwc5OTlcunQJOzs76tevz86dO8W5CQkJ6OrqMmzYMNavX09kZKSsrllubi5//PEHvXv3xsPDQ3gZJTx//pzBgweTl5fHH3/8QUpKisglO3z4MC1atMDc3FwsELx8+ZJ9+/axc+dOVbidCv8yqIiSCiqo8F8H5TCuunXrolAoZJ4fCbGxsZQtW5ZDhw7JzmnVqhVqamqMGzeuSJFTKf9n5cqVnD17FisrK+Li4ooku5uYmAjRAmXytnnzZqGEdvjwYYyNjXFzc+PEiROyukH169fHycmpWJnwH8GVK1eIi4uTkaW7d+8KqW1jY2NcXV1F/4sTjXjz5g2tWrWiZs2ajB07loYNG1KmTJk/Val7+/Ytc+fOxc7ODhcXF9zc3Ni5cyeRkZGinlB+fj42NjYyzxsU1qwyMjLizJkzDBkyhJIlS36TLH05Pn379sXIyIgyZcoQEBDA4sWLRR8XLlwocisSEhJo3rz5D+dhSdi/fz/+/v5AoYFvYmJC165dxX7Jmyft/6tYtWoV1apVY/78+YwdO5ayZcvSokULHj58CBR6KNzd3alatSq1a9f+7jyWL/ffunWLxMRESpcuLTwEX7tGeno6lStXJi0tDVdXV2bNmsWnT58YNGgQ/v7+GBoaUqpUKTZt2sSmTZv49OkTeXl5om0XL16kRYsWmJiYyOTGoTBvp127drRt2/aH5r7ysdOmTaNr1644OjrSt29f2XHPnj3DxMSE2rVr/0vq6kjtys/PJzs7m61bt3L16lUhc/1l/48ePUq9evVo06aN7Px/NjIzM1m0aBGGhoaykOHiCl5LbThx4gSXLl0iLy+P/v3706ZNGxwdHdHQ0KBWrVrCAwSFIY92dnaYm5tTu3Zt9u7dy/Llyzl06JDwlEueJW9vb0aNGlWkjRcuXMDNzQ1fX1+Z5P358+dp3rw55ubmok6bCir8q6EiSiqooMJ/Bb5lEHp6elK9enUZGZHOSU1NLXaVNi4uDnt7e1asWFFEeW7ixIkMHjyYxMRELC0tUVdXJzo6Whbe5+vrS4MGDWT3UyZWknG2Y8cObGxsKFu2LI6Ojjg7O+Pq6kqtWrX+cp7EuHHjaNKkifhbIksGBgacOXMGKDTaN2/ezOrVq78ZaqRMlsLDw+ncuTMFBQV06NABLS2tIiveEpTb/OrVKz58+MCLFy+4desWgYGBBAUFCWGLK1euYGdnh6mpKaGhoTRu3Jjy5cvL6s38GVlSNiQvXLiAh4cHJ06cID09nQYNGuDn58e0adPEmEpheCNGjBDewb+yWn/w4EH8/Pw4efIkpqamdOrUSVzn9OnTdOjQ4S+JNnw5n3fs2CGEKaBQ6KBMmTI0adJEtP/Vq1dcu3ZNnPtnoWPK99i8eTNHjhyhoKCAO3fuCGU+6fl+zVD39/dnxIgRtG7dGhcXFzQ1NYmJiWHatGk8e/aM0NBQGdmZN28edevWFc/w0qVLtGjRgpo1a8pEUKCQzPxIuJnyMaNHj0ZDQ4OWLVuiq6uLlZVVkbn6/PlzSpYs+UN5XH8FyuP8pVBIfn4+gwcPLpYsXb58+W8VbFBehFm2bBkVK1YkOTlZ7P+z92HGjBloa2tz8uRJHj16xNGjR3F3dyc0NFSIMxQUFHD37l3u3btHcnIyFhYWWFpa4ufnR3R0tHg3njx5Qs+ePfHz85OFYkKhl7NevXqUL19efL8kXLhwgfj4eLS1tf8hSX8VVPirUBElFVRQ4T8eysbExo0bmTBhAps2bZKFm7m6umJtbc2JEydkycFQWI8oJSWFadOmsXfvXrE9OjoaR0dHGVmCQgU9LS0tDhw4wI0bN1i5ciX29vY0btxY/Fhv3ryZihUrcuTIEaDQ0JeIValSpYiKihLehnfv3jF8+HC6detG3759SUtL+4fyJDZu3IiGhgYdO3YU25Q9S8reLwnfMoqk8f3w4YPMcE1ISPgmWfrw4YPIs7h8+TLBwcFkZ2dz/PhxYmNjqV27Nlu3bhXXGzJkCF26dCE1NVWcp/ycBg8eXCxZ+tLwvHHjhiB0IM+1mj59uiBL8+bNE6GBXxa+/F6kp6fj7OyMlpaWUBmU0Lt3b8LDw2WCHd8D5T7Pnz+f/v374+vry+jRo2XHnT59mrJly9K8efMi3qo/M7CV75GcnIypqSnz588X4Xy3b9+mffv2VKhQQTzf/Px8cd61a9dITk6mTJkyHD9+nMzMTDZu3MjChQtl4YWxsbGy8LmFCxfi5uZGo0aNxDM8f/68IEvKNZO+ty9f4uzZsyQkJIj8lefPn+Pm5kZQUJAs7xAKVe7+zjA75baPHTuW4OBgPD096dSpEzdv3hTj+fPPP1OqVCmWLFnyzWv8s6D8/KdOnUqHDh2oXLkyCoWC7t27i33fGpv27dsTFxcn23by5EnMzc3x9/eX1aEbN24cxsbG4ns4YMAANDQ08Pf3F2HRT548oU2bNkICXBkHDhzA398fJyenIrmEZ86coWPHjkJaXgUV/pVQESUVVFDhPxrKP6gpKSloa2vj6uqKmZkZDg4OzJs3T+x3d3fHzs6OgwcPivNSU1PR1tamTp06uLm5oaenJyuS2aBBA1xcXJg3b54wAOPi4mjfvr2sHRs3bsTIyIioqCguXrzI06dPad26Nbm5uYJYHT58WBArOzs7GjVqJGr6FIcflT9Wxs6dO9HU1JTJ5qanp9OoUSMUCkURuWb49qq98n2UFfC+RZaGDBkixBhKly7NgAEDxD5lsiR5lr5Uu1u+fDlr1qyRkaKvkSWAkSNHUrNmTRwdHQkNDZXtk8hSzZo1GT16tCCgS5YsQaFQMHLkyG8apNLYXL58mV27dpGWlibCMqW8p59//pnz589z/fp1kpKSqFChQpH6WX8G5WcwfPhw1NXViYyMRKFQ4OPjI8I5JZw5cwaFQsGQIUN+6D4Spk2bhoGBASdPnhRS3xJu3rxJx44d0dfXlxUWlWr+SB5QW1vbIsIPL168oFWrVlSoUIHff/+dnj17MnbsWHJzc1m8eDHe3t7ExsbKyFKrVq2wsbH5KvH+HqSlpeHu7o69vb3McL53754gS1KtImX83TlJAwYMoGLFigwdOpRRo0ZhamqKj4+PCBmT1AAVCgU7duz429rx5Ts+dOhQKlSowPr169m4cSM9e/ZET0+Pzp07i2O+HBvp759++km8Z8p5bPPnz6dcuXI0aNCAAwcO8PjxY0JCQoSHeMeOHWhpaZGYmIiXlxe1atUSnqUXL16Qn5/PxYsX2b59O/PnzxfKdUePHiUsLAxvb+8iBXeLE4NRQYV/BVRESQUVVPiPhbK35cSJE9SoUUOEv128eJHevXtTpUoVli5dKo6rWrUqzZo1AwpX5ENDQwVZefToEePGjaNkyZJCnnjfvn2YmZkRHx8PFBo0LVu2FAnoykbE8OHDKV++PM2bN+fu3buifbGxsV8lVtHR0UVEI/4Kjh49WmTbjh07KF++vMg9yM/P58KFCwwYMICVK1cycOBAxowZI1Z54etkSXn7l8e0bdtWkKV9+/bJClPGxMSgoaEhxlwZElkKCgpizZo1YntqaiqGhob4+vpSrlw5mjdvLuvfzz//TOnSpfnll1+Ep2/evHloa2szYsQIAgICMDAwYNCgQbL7ZWZmEhYWRufOnWXPbcWKFUXEPorD2rVrqVy5MjY2NlSsWBEzMzMhajF+/Hjs7OzQ1NTEzc0NJyenfyj35dy5c7Rq1UrM53PnzmFhYUGzZs2KeASvXbv2w55H6Rk2atRIFm4F8jn94MED4uLiCAkJAQrfGV1dXWbMmAEUEnKJJEpYt24dzZs3F8WMpaR+yROQnZ3NokWLipClU6dOMXTo0H+ItNy8eZOIiAi0tLREzTAJ9+/fx8vLCxcXF1nu2N+NGzduUL16dRGOBoX5e97e3rJi1zk5OSxYsOBvUdsDhLdQuQ1169aVjdOrV6+YOXMmmpqa9OnTByj8bhS3iLB+/Xoh9a2MZcuWERERgaenp/CyHjx4kHv37nH27FlMTExErax+/fqhUCiwsrISKoTr1q3DwMCAunXrYmJigo+PDwsWLAAK1TPDw8Px8/P7l+SWqaDCn0FFlFRQQYX/OHwZpz5r1ixat25NXFyczMi4c+cOHTp0IDQ0lFWrVonteXl5LFmyhMjISAICAnj//r3Y9+7dO4YMGYKDgwPp6el06tQJJycnmZdpypQpqKury3KSAKZPn467uzuGhoakpKQAhWTuW8RKU1OTVq1a/UNSthcuXChirEpIS0tDoVDIjOGUlBSqVq1KWFgYDRo0EHWlJHxJhKS/9+/fT2JiIg0bNmTWrFmyVdzWrVtTvnx5NDQ0ZF6PgIAAzM3N0dTUFKE4ytc/fvw4wcHB+Pv78/z5c8aPH4+JiYl4xrNmzUKhUBATEyMjdD179qRWrVoUFBSwY8cORo0aJfrw9u1b+vTpg6+vbxFPy/v37787h0cZ58+fR09PjyVLlvD48WPevXtHXFwcpqamol83btzgxIkTXL16tYhR+iNYtmwZ/v7+eHl58fz5c7H92LFjWFhY0LRp02IN/R/pT35+Pp8/f8bZ2VmojSnPzc+fP4s5+fTpU1k9qoYNGwKFxMPU1FSW45OZmcmDBw+YO3cuV65cQVNTEw0NDVmCP/wfWfLx8aFRo0ayd/DLtvwoHjx4QFRUFAEBAbI8N0DkX/2duT9fXvv69etUqVJFzGnpvXn58iW6urpCLVAZ/2yy1LVr1yJe1k+fPmFjY0OPHj1k26UFBYVCQatWrcT21atXM3HiRPr16ydCPQcNGkTp0qVZuHAht27d4tWrV0RFRTF37lxRkFaqdwQwYsQIGjVqJMZg9uzZREREMGzYMPLy8jh79iyVKlUS6nYZGRkoFAomTJggriEJqNSrV4/s7Oy/TehCBRW+ByqipIIKKvxHYciQIXh6esrkqVNSUlAoFFStWrWI1HZaWhoaGhqYmpqKVUwojJmvVq0a2traRUjKwYMHqVChAufOnePx48f07NkTHx8fmSJTs2bN0NPTY8+ePTx+/JiPHz8SERFBvXr1qFKlCmpqakLy+lvEKigoCBcXF0GsvudHX9kQkwyOGTNmoKGhwdChQ2XH3rp1C2NjYxQKBaNGjWLWrFmYmpoKMiPl6ZQrV06WH/JlOzZu3Iiuri7NmjUjNTWVkiVLkpSUxN27d8Ux7du3p0SJEuzfv5+HDx+SlZUlrtO+fXs0NTXFqnp+fj49evTgxYsX/P7775w7d44XL17QsWNHkdS+bt06dHV1GTBgAEZGRgQFBXHo0CFxzYKCAk6fPk21atXQ1dWVqfC9fPmSpKQkfH19GTZs2DfHsDh82f8VK1bg7OzM69evZec2aNCA6tWr/1NDtw4dOoSvry/a2toyTxsUek6trKyoX79+kcK5fwWtW7fGxsZGEBXJe3D9+nW6desmQjRzc3PJz89n0qRJtGrVitu3b2NiYiJqbwHs2bOHoUOHkp2dTXZ2tqifpK2tTWRkJNevX5fdOzs7m8WLF2Nqakr//v2Bf5662507d4iIiCAwMLAIWZLwd4fbSdLor169Ql9fXyZ/nZOTQ15eHv7+/kVksf8OPHz4UOTmKZ/x5scAAIfgSURBVJPS/v37ExwcXMRL2b9/f+rXr0/Dhg3Jz88XeWxRUVGEhIRQunRpNmzYwPv37xkxYgTlypWjatWqmJqaYm9vz+fPn7l48SLVq1eX5c8lJydjY2MjFgBiY2Nli1BLliyhfv36QCHBtLCwkKnxScIlBw4ckHmuVVDh3wUVUVJBBRX+o3D27FmCgoIICwuTeUEmTpyIrq4uqampshoaV65coVq1asTGxuLn5yfq3UDhyr2VlRUtWrSQJQjfu3cPCwsLkcvw9OlTunXrho+PD7/88gtQaOQlJCRQvnx5qlevjqWlJdbW1ty/f59GjRpRpkwZBg4cKK5ZHLGKjo4mLS2NGTNmUKpUKVktoa9B2UifNWsWw4cP58WLFxQUFDBnzhxKliwpI0vPnj3jp59+4ujRo7x//57u3buLMdi6dSva2tqMGjWK9u3bU7ZsWdmYSrh48SJmZmbMmTMHKFyJ1tXVFSvO0njn5eWRmJjI1atXqVq1KsHBwTIjSSJLO3fuZN++fQQGBlK7dm2R+/Xx40f279/Pq1evuHjxIubm5iIEcuHChWhoaFC3bl1BbG/evEl2djbjxo3DyMioSD2eV69eCaUtKXTneyEZ7Hv37iU/P5+FCxdiYGAg9kttfvLkCXp6en85r+ZrhO3MmTPUrFmTsLCwItc+ePAgjRs3/iGvyJcERDr3xIkTuLu7ExwczNu3b8nLy+PNmzfUqVMHb29v8vPz2bBhAwkJCeTl5ZGWloa5uTkGBgayPBaAzp0707ZtWz58+MCpU6cEEXn27Bn6+vqEhISQkZFRpC379u37W0jLnTt3iIyMJCgoiPnz5//Tr/8tnD17FoVCIbygEydOxMTERKZcmJ+fj6urq6zG09+NJUuWoKWlJWTlDx48iKOjI+3atRMLOe/fv6dBgwZiYWnVqlUYGRmJULcDBw6gUChk34pTp06xdetWNmzYIGT+k5KScHV1FeQGYNu2bfj7+2NmZoarqyu2trYy9b3Ro0fTtGlTCgoKihDxjRs3yvILVVDhPwEqoqSCCir8x0A5ob5u3bqEhoayfv16sX/YsGEYGxvTsWNH9u3bx7lz5wgJCcHDw4ObN2/Svn17fH19ZaEus2fPxtXVlaCgINauXcuuXbsIDw/HyclJZrxJZMnb21u2Arpt2zaWLVvGokWLxPHt27encuXKeHp6/imxys3N5fDhw1hZWf2Q8lpycjIGBgbMmzdPeHVycnKYM2cO6urqtG3blmnTphEaGkpQUJAI+7l586b4z8rKSuQnbNy4UdQWUlarKigoYNeuXSKs78GDB1SrVo0+ffqwZ88eSpUqRY8ePUQy9pUrVzh9+jQXL15ES0uLZs2ayYhrp06dUCgUREVFoVAoWLlyJcuXLxckURJImDBhAvXq1ePNmzfiOcXExNCyZUvy8/NZv349AQEB5OTk8Pr1ayZMmICdnR3dunWTjdOLFy+YNm3aXzLEDx06hEKhYPPmzTx//pwqVarIaiQVFBSI/JO/kmemTBjS0tKYPn06W7duFSTsyJEj1KpVi6ioqCJiCRK+RZbatGlDYGBgsfeTkJuby7p16/D19UVfXx9vb2+cnZ3R1NSkatWqTJkyBYVCIZPubtu2LQqFQhTzff36NampqVSqVIlr164xYMAAvLy8WLx4sUjEv337Nnp6ekRERHD16lUKCgqIjIxk2rRp4rp/F1ny9fWVKbn9K/DhwwciIyPFe3P79m1SU1OpUKECrVu3ZsCAAdStWxcHB4d/qeGfkZFBjRo1sLCwEGRpy5YteHl54ejoKHK4HB0dRbvGjBkjCtKmpaWhpaUlCF9mZiZpaWmCEPbt25fg4GDi4+PR09OT1T2SsH37dn799VeGDh0q7iE9+/Pnz6Ojo0OZMmXo2bOn7Lxu3brRqFEjkdOlggr/CVARJRVUUOE/CpKxd+nSpWLJ0siRIylbtiylS5emSZMmtG7dWqh53bhxo1iyNG/ePKpVqybqISUlJYlzvkaWJAKkjOvXr9OhQwf09PTYv3//dxMrqdiiRAq+1W8oTKI2NjYu1jjPz89n+/btGBoaoqOjQ82aNenWrRvm5uayld01a9bg6+sr7nno0CFatWrF4sWLyc3Nld3vjz/+4PLly+Tm5hITE0NCQgKfP38mNzcXR0dHSpQoQZcuXbhz5w6VK1cWIgqnT5+mTJkyMrLUokULGjduzNChQ9m/fz9Xr17F2dmZOnXq8PTpU9GHfv364evry61bt/j8+TPR0dEibwEKjbvSpUsLOfZXr14xfvx4HB0dv2oU/4ghfvPmTWbNmiU8WhIJtbW1pVOnTnz69InHjx8zdOhQzMzMePz48Xdf+0ukpqZSsWJFLC0tcXR0pEWLFuK5HDlyhICAAGJiYmThpt+Dbdu2UblyZRo3biy2FSfKUVBQwLNnz5g6dSqjR49mzpw55OXlYWZmRpkyZcT8lYza3NxcIiIiMDQ0xMTEhFq1amFqasqFCxcYOHAgFStWZP/+/YIkSfeRQvEkQ9ze3l5W6PnvwpMnT/6lOUkShgwZgqmpqfiWPH36lDVr1uDn50dkZCTt2rX7y7XS/pF23b17Fz8/P0xNTQVZunz5MuvWraN79+7Ca7Ns2TLevn1LamoqsbGx7NmzBy0tLVkI8/jx47G0tKRs2bI0adIELS0tFi5cSKtWrYoo032tPcp9//TpE0OHDsXIyEjc58GDB/Tv3x89Pb3vEl1RQYV/JVRESQUVVPi342s/sBcuXCiWLE2cOBF9fX3Gjh0rDFjJyMvIyCiWLC1ZsgRnZ2d69eolfoyLM+KePn1K9+7d8fPzk8ldv3//nm3bthEVFSXC+H6EWH1ZG0TC3Llzi2wbMWIEQUFBReoHKf9/5syZ+Pn5YWtri56ensg1kYzWtWvXUrp0afbu3cvbt2+JioqiS5cuYr8Uzqc8BpmZmXh5eYlcps+fP9O9e3c2bNjAyZMnmTBhAj/99JNsvJXJ0qVLl+jatSs6OjoiFCo/P58VK1ZQt25dgoKCePLkCVAo8qCtrY2dnR3m5uY4OjqKYp1SG9u0aUN4eLggFZJnycXFRagU/hXcvHkTR0dHKleuLCNnL1++ZP78+VStWhU9PT1sbW0xNjb+YSEO5VpUmZmZREdHc+XKFd6+fcvcuXPx9fUlKipK9Ovo0aPY2dmJPLbvRUFBAfv27aNixYpCgEHa/i3k5uby/v17NDU1MTIywsnJqcj8gcLQzblz57Jt2zYePnzI1atXsbe3F/WLXr16xZUrVxg7dqyoi3Xv3j1GjRrFmDFjZMTrX4G/kyxBofrgq1evZPdzcHAQ+VcSvhz/v6P/yn3dt28fq1evZufOncJr/fDhwyJkSbldY8eOxcDAgN9++42jR4/i4eFBqVKlRNjumDFjuHv3LlFRUXTv3h1jY2M0NDRYuHAheXl5srpzPwpJXr9MmTKYm5vj6uqKlZUVFy5c+MvXVEGFvwsqoqSCCir8W6H8g5+ens7hw4d5+vSpCNE6f/58EbIkVbuvWrUqXbp0Yf78+Zw7d06scF+/fl2QJeXQH0m1rmvXrl8lLlBIgOLj44sURszJyZEV25SO/V5i9SWmT58uQs2UkZKSQkBAQJHteXl5bNiwQZDD1q1bo1AoqFevXhFj6OHDh7Rq1Qp1dXWqV6+Oo6OjIEWbN2/G19eX2rVr06tXL6Hgdu/ePSpUqEDz5s0ZMmQIAwcOxMLCgjt37hASEoK5ubnw5uTn54vrnT59Gi0tLRo0aMDp06fp378/WlpaggQWFBSQlpZGQEAA9erVE2F4p06dYuLEiUyaNInc3Fw+fvwoMyoXLVqEk5MTd+7cEdsyMzMZOnQo8fHxf9kwvnfvHn379kVfX1+EHCmP8du3b0lLS2Pv3r0/nFCu3KYHDx5w48YN6tevL/I6cnNzWbp0Kb6+vkRHRwuydOnSpb/kdfirZAngzZs3ZGdn4+7ujoODgyBLUh++rLt0//59LC0tWbFiBRcuXKBjx47Y2dlhb2+PQqEQxZyV7/3/S77Jhg0bMDIywt/fn40bNwrv6JAhQwgPDxffq7y8vG9K7f+z0bdvXypXroyTkxOlSpUiODhYKIA+ePCAmjVrYmFhIQuPPXv2LK1bt2bnzp1AoYpkt27dcHBwYOTIkezatQtra2tCQ0Nxc3Pjw4cP+Pj4UKdOHfT19Tl06FCx/Suur197R7OyskhPT2fu3Lns3bv3u/I3VVDh3wEVUVJBBRX+bVD+Ye3fvz+2trZoa2tTs2ZNBg4cyOvXr4FCslSvXj3Cw8NluRQBAQEoFAq0tbXx9/enVatWYkVVIkv+/v78+uuv4pwFCxZgbm5O7969ixiCynj16lURL87X8CPEShmZmZnCkFRWe1u1ahUKhYKtW7fKjn/9+jVxcXGsWLGCz58/M3v2bEaPHk29evWIi4sTKmlSex8+fMiePXtYuXKlMMLPnDlDmTJlGDJkCO3bt6dWrVr4+fkJT8+sWbMoUaIEpUuXRkdHR6zyjh49mqpVq+Lm5ibqoRQUFIj2Hz9+nFKlSnHx4kUePXpEv379vkqWgoKCSExMlK3EL1y4EG1tbWbOnCmTh3d3dy9So+n9+/dirL6HLBVnzD19+pQBAwZgaGhYRK3sn4EBAwZQpUoVXFxcqFatmizvQiJL/v7++Pv7ywrr/hlZUg6nU77en5El6d8XL15kxYoVnDhxQtz35cuXuLu7yzxLo0ePpmPHjjIP36tXr2jRogV2dnaULl2an376iY0bN5KVlYW/vz8jRoz4S2P1n4iv1RVKTk5GV1eX8PBwJk6cyPnz51FXVyctLe1f3sYlS5ZgYGDAqVOn+Pz5M+np6TRs2JDAwEAh13779m3s7OzEvJAK9lpbW8vC3J4/f05iYiL29vZoaGiI4r3r16/n8+fPYl42atSoCFmCwvBHaZ7cuHGDixcvfnORQSX5rcJ/C1RESQUVVPi3Y+TIkRgaGrJ3715yc3Np3rw5RkZGdO3aVYS6XLhwAWdnZ/r06UNubi6jR48Wx9y4cYNevXpRpkwZwsLCxOp9RkYGcXFxdOrUSbayvWTJEpmX4lv4Xq/FjxCr5ORkUQQXCpXXrK2t6devn0xuu1y5cixdupTLly9z9epVQkJCcHd35+3bt7LQl5UrVxIQEEBcXJxMolkKh5Jw/vx5Fi1aJAsT3LlzJwEBAXh7ewuytG7dOsLDw/H29hZKeFDoAbO3t6dbt24ysiQRTuUcrEePHpGamoqmpqbsGqtXryYgIIAKFSrIxDBu3bpFv3798Pb2xtramm7dunH16lXWrFlDRESEUORSHtvvMbakYw4dOsSvv/5Kq1at2Lt3L69fv+bt27cMHDgQW1tbmTT8X/FUKZ+zZcsWjIyMWLVqFT///DMWFhZ4eXnJSFhubi6zZ8+WqX79yD0ePHgg1BWl6+3btw99fX0ZWVI+Z+PGjZQtWxY7OzsUCgU9e/YU3s5Xr17h5eWFnp4eYWFhlClThgsXLrBz505mzZrFypUruX//Pp8/f+bw4cOy+Zubm4uPjw+zZ8/+wVH7z4TymN29e7eITPuJEyeYOHEiRkZG1K9fn3LlyhESEkJmZubfSgC+JMlJSUmEh4fLtl29epXatWvL6iM9fvxYEB2pYK9ybpqErKwsXrx4wf79+8nIyODmzZsoFAratGkjvNj5+fk0atSISpUqsWfPHl6+fEmjRo1Ewe3169ejp6eHhYUFmpqaLFmy5F+Sp6aCCn8XVERJBRVU+Lfi2rVr+Pn5Ce/J3r17KV++PDExMdjY2NC9e3fhWcrIyCA/P587d+4QEBAg5Gt37dqFpqYm7dq1w8nJicjISOFZun///l8qQPpX8WdG78WLF/Hz88PLy0sY/3/88Qe9e/fGz8+PgQMHCqMnJSUFHR0dKlasiIODg6jJEhgYiKWlJQ0bNhTel+XLl1O3bl0iIiLYs2cPwcHBeHl5iWs9fvwYf39/tLS0GD58uKy9O3fupFatWtSoUUPIfZ89e5Z27drh7e0tq780YcIE3Nzc6NGjB3fu3JF5HH7//XdOnjzJq1evyMvL48OHD6SkpKClpSUjS4sWLSIhIYGePXvi7e3N6NGjxb7r16+zadMmIQBhYWGBtrb2P2SEr1+/Hh0dHVq1akWzZs2oUqUKCQkJZGVl8fDhQwYOHIiDg4MQqfhHsGjRIubNmydUw/Ly8ti7dy+urq7UqFFD5sVU9h792bxR3j9ixAicnZ2xsbHBzs5O5hnYt28flSpVEvLiyqGYISEhzJkzh6ysLFasWIG1tTXt2rUT8xCgX79+DBgwgN9++43k5GTMzMyoWbMmoaGhGBgYsG/fPnFsVlYWGRkZhIeH4+bm9v9NmJ2E1NRUzM3N0dfXp1WrVty9e1dGhD59+sTkyZNp3Lgx6urqYhz/bm+J5Knp168fderUEc9ZmiPr1q1DXV1dVgMN/m++PXz4kKioKGrUqMGKFSvEfuXnJ5Gb7du3o6GhQceOHQVZKigooHnz5qipqeHg4ICtrS05OTk8ePAAGxsb5syZw+nTpxkyZAhqampMmjRJVrxaBRX+m6AiSiqooMK/FTk5OaxevZrXr19z9OhRDAwMhFEdERGBvr4+TZs2lXkr8vLy2LRpE48ePeLkyZNUqVJFGNKSPLWnp6dMBe7vTvT+EezatYuYmBg8PT1FIciXL1/St29fvLy8GDx4sDC2Lly4wPHjxzlx4gQDBw7EwMCA2bNnc/nyZfT09AgICBDFHVevXk1oaChVq1aldu3aspXc7OxsZs+ejbOzMx4eHjKPVEFBAbt378bJyYmgoCAuXLhAQkICgYGBqKurY2try6JFi8Tx48ePx8vLiw4dOgjP0oABA7C3t8fAwABvb28SExN58eIFL168oH///mhra4vnKvXt+fPnQhFQmbxBYd7Evn376Ny5M9ra2lhaWgqJ8h+BJO8tiUvk5uZSqlQpGSl6+vQpvXr1wsvLSzZnfhQvXrzA0tIShULBkCFDxPbc3Fz27t2Lm5sb/v7+/5DROGjQIAwMDFizZg1Xr17F29sbMzMzkR8EheGTCoVC5MwdOXKEvn370qhRI1n/1q5di62tLe3atZMJVuTl5bFs2TIMDQ2F8uK0adNQKBQi/yU/P5/Zs2cTERFBrVq1/lZ1t38HNm/ejKWlJatXr2bVqlVUqVKF2rVrc/XqVdlx0lyOjY2lQYMGfwtZXLdunRDQ6Nu3L61btwZgx44dKBQK2UIGwO7du3F3dxffheLwZcFeZQGShQsXMm3aNBEuumfPHkqWLCkjS69evWLNmjWsWrWKvLw89u3bx7Rp04rI948fPx6FQqEiSyr810JFlFRQQYV/O6Qf0C5dutClSxdhbCQlJeHj40NSUpLsh1wZ/fv3Jz4+XqzUjxs3jpCQEPr16/cfRY7i4+NJTEwUf+/atYuoqKhiyZK3t7fMswSFuQYuLi7s2LEDgGPHjlGuXDnmzZsnu88ff/zB9evXhcGqbLhlZ2ezfPlyXFxciI2NleXGSKIAx48fF4V9T548yd69ewkMDKRGjRoyhbhffvkFJycnfvvtN8aNG0flypWFt6FFixZUrFhRhGc9efKE1NRUUbNIuh8UkqWePXvi4+MjyxVSxvbt2/H09BR9/9aK/Zf7Ll26hKenJ1DorTIxMaFDhw5if3p6OlDocfuROldfw6VLl6hduzY2NjYyhTTJmKxSpQqdOnX6S9c+ceIEPj4+olDyli1b0NXVxdXVFR0dHfbt28fcuXMJDw/n4MGDYg5MmjQJhUJBpUqVigiLrFu3DicnJxo3bszly5fFO9OvXz+hcLhhwwY0NTVFvtn79+958eIFDx8+ZMOGDcXOtf82fPmtOH78uKxQ7NOnTzE2NiYgIEDmwZPOmz59OvXr1/+nf3M+ffpEq1atUCgUNG3alPLly8s8gIMHD6Z06dLMnDmTq1ev8vjxY1Fb7c88W1LB3nr16omFhOTkZKpUqcL8+fNlAhA7d+6kZMmSdOrUicTERJo1ayZbiOnWrRsKhQJXV9ciZRDGjx+PhoYGv/zyi4osqfBfBxVRUkEFFf5j0KhRI2JiYoTh1bhxY5YtW/bNxP0OHTrg4eEhfoDj4uJEbZyvnfOvxocPHxg5ciR6enoyZbyvkaXk5GRq1KhBjx49xLHXrl3D3t4eKFzt1tTUFOFd7969Y+XKlcJwkcbrwIEDDBw4kMTERFasWEFeXh75+fksW7YMLy+vImQJYNmyZdja2sq2X7x4kdDQUOzs7IRHAQrJ28ePHwkPDxdt2blzpywvKTs7W8h5z5o1S2ZMF0eWlHOFlMPUoqKiaNCgQbHjW9wzfvLkCdnZ2Rw8eBBra2vu3r2Lubm5ECiAQmO4ffv2wiv2I/jyntLfeXl5pKen4+zsjIuLi1BihEIicfbs2b/sdbl06ZIw3vfu3UvlypWZMWMGWVlZODs7Y2FhwcKFC0V/Hj9+LMZ70aJFVKxYkV69ehUJyVq2bBk+Pj48efJEeBr79+/Pzz//zJYtW2RzraCggOXLl4taPBL+mz1JyoRi2rRpdO3aFUdHR/r27Ss77tmzZ5iYmFCnTp0ihVb79u2LmZmZ7Hn/s9qVl5eHqakppUqVEosV0ruenZ3NmDFj0NLSwsjICGtrazw9PcX+P/v+KRfsnTFjBoaGhpw+fVp2jJQHt3PnTkqXLk1oaKgQc5DU/gCGDh2KmppaEQ8XIL5/yosHKqjw3wAVUVJBBRX+I1BQUMCoUaPw8vIiKCiIGjVqYGdnJwywr/3gr1q1Ci8vLxwcHPD09MTW1lYYcP9JykqvX79mypQpVKhQgX79+ontxZGlFy9e0KlTJ5mK3qtXr7C2tqZ79+7o6OjIcnYuXrxIQEAAx48fF9vWr19PuXLlCAsLo379+qipqdG6dWtu375Nfn4+ixcvxs/Pj3r16smU+bZt24apqalIYJfuf/z4ccqVK4eNjY0wmqHQYKtbty7p6ens3r0bTU1N0bbPnz8TGhqKhYWFOF5ZKU/5+hJZ8vX1lakUSs+9ffv2tGzZ8quJ4Xfv3qVnz56i735+fkLUo1atWigUCtq1ayc7JzU1lVq1av2wJ0l5Li5cuJBevXrRvn172fhfvXoVJycnXF1dZYp3Ev6MWHxtvkt9atCgAb179wYKjeWoqCgqVqxIUFAQUJhjVrt2bRYsWCDOnTZtGsbGxvTr10/kou3cuZPbt2/z7t07UlNThddz+vTp6OvrU758ednzfvPmDcHBwTLC/98M5W/E6NGj0dDQoGXLlujq6mJlZcWuXbtkxz9//pySJUvKvMPPnj2jY8eOnDt37m9po6Q2GBISQtmyZYVIS0FBgWh/eno6Bw8eZPfu3T/s4ZMK9rZu3VoszmRkZLBs2TICAgLw8fER36b169dTq1Yt8vPz2bNnDxEREbKQ2F69eqGhocGaNWuK7YcKKvy3QUWUVFBBhf8YZGVlCVli5RC8bxmV2dnZpKWlkZqaSmpq6ned8+/C69evmTx5MhUqVJBJY0tkycvLi1OnTgGFOTqfP3+WGUNSro+kMAWFZCQiIoKIiAhhXEv1bpQN3EOHDlGlShXatm0LFI7bjBkzCAoKEjWYAM6dO0fFihUZN26czNC6efMmvr6+NG/evMiKc1BQEE5OTujo6MgM80ePHlGtWjVsbW2BQkN0ypQpRcZFmSz17t0bCwsLlixZAhQSht9++w09Pb2vFqTMz89nzpw5WFlZERISgkKhkMnIb9u2DS8vLwIDA7l9+zYHDx4UIhNXrlwp9prfg9TUVExMTGjWrBnx8fGoqamxcuVKsf/q1au4urpiZGT0TZn44voj4dixY5w4cYJbt26JbS9fvsTOzk4Q0uzsbJo0acKVK1fEWN6+fZs6depQv359li5dKs6dOnUqxsbGDBw4kGvXruHk5ISVlRVt27ZFW1tbNh5t2rRBQ0ODPXv2cPPmTTIyMggJCcHDw+O/OsyuOJw9e5aEhASRC/T8+XMhka0sYAGF7/GX35d/pADrtzB37lwiIyPJzs7m06dPtGnTRkaWJCiHycH3y8wrIykpCTc3N4YNG0bNmjWJioqia9euREZGYmpqWoTwp6eno1AoiI2Nlc3Pnj17oqGhwbp1636wtyqo8J8HFVFSQQUV/iPwtRX0bxlkf+WcfyWKy6v6448/mDx5Mrq6ujKyNHPmTKKjo4U359dffyUuLg5/f3+mT5/O3bt3efbsGY0aNcLCwoLu3bszYMAALC0tqVatmizU5s6dO1hYWIgcIcloOnjwIGpqaiKvJCcnh/T0dLZs2cLu3bvFuI0fPx41NTUmTpwoFLbmzZtHbGwsd+/e5cqVK9y7d08ki1+9ehU7Ozvc3d2BQvKWmZlJWFgYNjY2+Pn54ePjQ7ly5WSkTBnSGD158oTJkycXMfS+ZzW6c+fOKBQK6tSpI9v++fNn1q1bR40aNdDS0sLOzo4aNWrIcj1+FAsXLqRq1apipX3nzp0oFApKly5dxNsXHx//3cRdea4kJSVhbGyMpqYmdevWZebMmWJfgwYNMDY25pdffsHPzw83N7ci3te7d++KhH1lsjR9+nTKlCnDsGHDyM3NpUKFCpQrV04oT0rzICcnh+joaExMTNDS0sLHx4eaNWv+fyfcINUWsre35+bNm2L7vXv3BFmS8sKU8Xf3Pz8/n+nTp+Pp6Sm8ns+fP6dt27aUL1+e3bt38+HDBxo1aiREFL7Hi6783VQOsT1y5AgdOnTA3NycMWPGiPDClStXEhISUizZv3r1KlpaWkRFRcnIUp8+fVAoFGzatOmvdV4FFf5DoCJKKqigwn89/pNC7CR8WYvl+vXrwsDMyspi0qRJ6Ojo0L9/f4YPH45CoWDo0KGkpKTwyy+/oKOjw+DBg4mLi8PDw4PAwEBu3LjB06dPmTRpEs7OzjRo0ABzc3ORXC4ZuNevX6dMmTLCSMnJyRHt8fHxEYpsly9fxtDQEFNTU6pWrUpAQIDI9RozZgza2tpUqlQJa2tr1NXVWbNmDSkpKUIyuXnz5uzZswcoNKZ0dXWFjLmfnx+urq7k5OTg5eWFhoYG8fHx38yd+HJbXl5esQVWv0ReXh55eXkMGzaMNm3a4OHhIfO6KeP8+fM8fPjwHwoD+vDhA2PGjBFCGlu2bBHFdQcOHIiGhobMo6Xczq9BWcob4OTJkzg7O3Pq1Cn2799P586dcXd3F1LqmZmZNGrUiFq1atGwYcOvjquyupkyWZozZw6///47T548wcjICBsbG1nBWeW2nDhxgm3btnHu3Ll/qdT+vwpSbSEtLa0iHs/79+/j5eWFi4vL3xZaJ6G4Of7ixQsqV67Mzz//LNsmLQq4uLhgbW393bWKlO8xZswYYmJiCAsL4/Dhw2J+Kr8bBQUFhIaG0qhRIwoKCrh69SqbNm1i8+bNIuTuypUraGtrEx0dLSNL/fv3L1KDSgUV/tugIkoqqKDCPx1f8/R8K7H4a/v+21atlUPlAAYOHIiNjQ0GBgaYmJgwefJk/vjjD3Jycpg0aRIVKlRgwIABhIWFYWRkxO7du4mPj2f79u3iGtu2bSM6OpqIiAixsvxlHtbhw4fZsGGDEEDo3Lkz1apVKxImV6NGDSZMmEBubi6dO3dm8ODBPHr0iK1bt+Lm5oatra0II5o3bx5mZmbY2dkxf/58jh49SrVq1di3bx8zZ84kNjYWHx8fkcfx4MEDQfzmzZtHVlYWjx49wsHBgc6dO+Pn50efPn2EIfaPCm0UZ1hmZWUxZcoUnJ2di+Qk3blz5y+FSBV3n6tXr3L37l3u3LmDnZ2dEBA5ceIECoUChULBhg0bvuv6XyqBrV27lvj4eFJTU8W2e/fu0bt3b1xdXZkwYYLYLtUYg6+TF4ks1a9fX1bPSlks4PPnz7i7u+Pg4CDIkgTlhH34zxBI+WfjwYMHREVFERAQIAufhMLxS0hI+Lf1e8aMGfj6+haRx9+2bRtLly797pwk5fZPmDABbW1tBg0ahLu7O1ZWVkyaNInMzEygMPR3x44dBAUF4ezsTE5ODuvWrcPU1BQ3Nzdq166Nnp6eCEu8du0a2traxMbGFpk/Kqjw3wwVUVJBBRX+qVD+MT5z5gw7d+7k9OnTIsSjOHGG/Px88ff+/ftZtWoV69atEwpS0r6vKY39p+DRo0eyv8eOHUvFihXZuHEjZ86cITk5GVtbW/r168ebN2949+6dkG6ePXs29evXR09PDzMzM44cOSK71tq1a7GwsODkyZOiuKSyyl39+vWxtbVl06ZN5Ofn8/vvv9OoUSNMTExYsWIF27dvp1+/flSoUIEDBw4QFRVFfHy8TL3r3LlzopCpRCi2bt1KaOj/a+/OA2rM/j+Av2+LhJIIKfuSFjuRJXsiKdmzZpdBQ2RfBmMZ+76XPYRky94MhjGWsW9jJ/tSae/e9++Pfvf5dsUsBhWf1z90731u57n3Vuf9nHM+x5Wenp708/Pj9OnTlcf/+uuvbN++PatVq6aU/X7fqJDW6NGjlXLv2rD0saOB2uMOHDjAAQMGcODAgcrmu1FRUZw3bx4rVqxIHx8fJiYmcuzYsXR2dk5Xuviffh8ytXDIvHnzdO4/fPgwK1WqxNu3b5NMnWrn5+fHtWvX/qNRlx49enDw4MEkU1+7yMhIuru709zcnB06dNB5rDYsValShWPGjPlgO9/nzp07rFWrFlu0aMGoqCiGhIRw2rRp3Ldvn/JevHjxgpUrV2b58uV56dIlxsbGsl27dkpgy4wjt5/Su3sLvc/nvnAzadIktmvXjps2bVJuO3fuHIsUKaIE7/e14d+068qVK+zZs6fO2qt+/fqxXLlynDlzJqOionjt2jX6+vqyc+fOTE5O5m+//UYzMzNlWunx48epUqk4atQo5XtfvnyZKpWKHTp0+McjXEJkdhKUhBCfRUBAAG1tbVm0aFE2aNCATk5OOle/tdJOZxk6dChLly7N8uXLs379+ixUqJCyRiatw4cPf9a2fwx7e3s2b96cZGqn5e3bt2zQoAF//PFHncfNnDmT1tbW3L59O8nUNQcbN25UOtXt27enSqXirFmz0o00FClShJMmTdLZNPTIkSM8c+YMY2Nj6eLiwqpVqzIsLIxk6marAwcOZO7cuWlra8tKlSrx7Nmz3LdvH0uWLMkcOXIoi8C1I2GnT59mlSpVaG1trXz/AwcOsEmTJsybN6/ORq1kaljq0KEDnZycdDqX4eHhXLx4MXfu3Jlu35fq1avT39//P4elXbt20djYWCkwoK+vr3Qwo6KiuGTJEpYqVYpFihR5b9njv5M29F26dImVKlVi1apVdcofh4WFUaVSMTw8nDdv3mTz5s3Ztm1b5f6/CkvJyckMDQ1VOpXaf8+dO0dvb29aW1szKChI55h79+6xe/fu7Nat27963TQaDe/evcv79+9z+PDhNDExYeXKlZUKbtrA/PLlS1arVo1mZmZKaP6WOr3avYUaNWqk7C30Ob17YWH37t1s3Lgxy5cvz8qVK3PLli1MSEjgpEmTaGdn96+D/rs2bdrEQoUKsWTJkkrhGC1fX1+WL1+ec+fOZUJCAl++fKm0b+XKlWzXrh3J1MBeuHBhncp/jx8/JklevXqV165d+09tFCIzkaAkhPjk5s2bRwsLC6WYwJgxY6hSqbh3716dxy1evJgVK1bktWvXuHTpUlpYWCijAosWLaJKpVIChVZwcDALFy783sXVGWXGjBm0t7dXvtYueq5WrZoSlNKGnpYtW9LZ2VnnOZKSkpROtbu7O/PmzcuwsDDlttevX9PW1pazZs1isWLFOGPGDIaHh1OlUnHXrl0kqYSzKlWqMCwsTOnk3L17l8+fP1eCalxcHHfv3s0iRYqka4dGo+H+/ftpb2/Pn3/+mUFBQYyJieH+/ftZq1Yt2tjY8NixYzrHnDhxgk2aNFE2cvX392fBggVZvnx5FilShA4ODjrV8MaOHUsnJyf27Nnzo/ediYqK4qxZs5SpZK9fv2ZAQAANDQ25fv165TyvXr3KDRs2pNs76N/w9/dnq1atWLNmTZqbm9PGxkZn890ePXpQpVKxRIkSrFChwj8KFu+GnOXLl7NBgwbKyOsff/xBb29v1q5dO916pydPnnxwA+b3STvacObMGTZp0oQnTpwgmTpSWbZsWXbv3l0n0M6ePVtn36uvaU3S30m7t9DnlDYkLV26lGvWrFGq2924cYNdu3alk5MTixcvzm7durF06dI8cOBAumP/rQ4dOjBbtmz86aef0k2rHDBgAPPly6ezX5pGo+FPP/1ENzc33rx5k4ULF2bv3r2VNuzdu5cBAQHvvRAmRFYnQUkI8cloNBomJiaya9euyqLonTt3MleuXMrC99jYWCU0HD9+nEWLFuX69evp5+enbDa6fft2ZXE8ScbExCh/0C9evMh69epxwYIFX/r0Pmjp0qUsXLgwX79+zbFjxypXWjt27EgbGxvlcdoO9MiRI+nh4aHzHO92eF1dXWliYsKePXty1qxZbNGiBe3s7Pj48WPOmTOHJiYmzJ49O7du3Uryf+WJtWGpatWqDA0NVV63Z8+e8cqVKzx9+rTSjvDwcJYqVYqNGzdWvm9ERATz5s3Lixcv0s/Pj/ny5VNG9fbu3UsXFxc2a9ZMCcFaly5dolqtZnBwMC0sLHjs2DGmpKTw3LlzHDx4MK2srHRGYgYPHqyzT9S/cf78eRoZGbFChQpKpTbt6xsQEEADAwOdjt5/ERgYSDMzM545c4avXr3i48eP6eLiQicnJ53RnsOHD/PIkSMftV6ETK2iV6lSJbZu3VoJS2fOnFHC0vs28fy7zrK20IbWwoUL2b59e7Zt21YnzGnDUo8ePd5bsCCrrRP8FLR7C30JQ4cOZf78+blkyRJGRkbq3Hft2jUuWrSItra2VKlU9PLy+sfP+1ft9/Lyor29PTds2JBu3d7MmTOZkpLCEydOKBsc79mzh46OjixQoIBSKEX7s/vdd9+xa9eujImJ+cdtEyKrkKAkhPhP3vfH2N3dnUFBQdy1axdz5cql7OeTkpKiXDnVdiQXLVrEMWPGsEOHDhw3bly6Y9RqNRctWsRZs2Ypnbvg4GClHG5G02g0PHXqFN3c3Fi6dGnmzJlT2czzzp07LFu2LOvUqaMERLVazbp16+pUZdN2ODZt2sQhQ4Yot7dq1UrZp2T69OnKa3bo0CGqVCoaGRlx9uzZyuO1AfTt27d0cXFhyZIluWvXLl64cIFlypSho6Mjc+fOzXbt2ikjdbt27aKNjQ1dXV1Jpu7J07RpU+bLl48mJia8ePGizvnu3LmTTZo0YdOmTZVRibTGjBnDJk2a6Nx2+/Zt9ujRg25ubjpXnf9JRbv3efLkCX18fKhSqZQAkbYa28iRI6lSqZQQ+V+MGjWKtWvX1llH9/DhQ1avXp0lS5bUCUtpiyP8lZ9//lmpDjZo0CDlvQ0KCqKjoyNbtmypE5Y6depEGxubdJuf/hV/f3/27NkzXZUzIyMjlixZMt2C+5CQEDo4ONDLyytd0YBv2ecOS+vWraOlpSXPnDmjc/u7n6HIyEiuW7eOZcqUSbev0/ukbffx48cZGhrKS5cu6fz8tWjRguXKlXtvWEpOTmbXrl1Zt25d5bZ27drR0NCQW7Zs4Zs3b/j8+XMOHz6cFhYWSuVNIb42EpSEEJ9EcHAwjx07Ro1Gw759+7JixYo0MzPT2fvl8ePHbNKkCefNm0eNRsPVq1cr04pmzJjBypUr08TEhAsXLlSOefHiBZs2bcrJkydn6sXk7u7uNDAwYM2aNfno0SOSqSMcERERdHBwoKWlJWvVqsUqVarQzs6OSUlJOhXyQkJCaGxsnK5YQO3atdmmTRvl65SUFEZGRnLv3r2cM2cOTU1NddZBacNYbGwsW7duzaNHj7JQoUIcMmQI1Wo1jxw5QkNDQw4fPpxkajDas2cPCxUqxPr165NMDQcqlYoFCxZU1hukfe137tzJZs2asVq1aumC1KxZs+jg4MAnT57o3L5+/XrmypVLCZFa/+Q9fd9jXr16xU6dOjFHjhw8fvy4zuOSkpI4YcIEXrly5W+f++++5w8//MCqVasqHUltWD98+DBz5MjBhg0bMjg4+B8/Z1RUFHPkyEEXFxf6+PjQzMyM58+fJ5n6XgQGBqYLSydPnuT48eP/1cjOw4cPlbam3UR25cqVzJ8/P/39/dO9F2vXrqW3t3emK5LyNRs9ejQ9PT2ZnJycbjrlu+/D48ePWaFChb8dTU/78zJ8+HBaW1uzdOnSLFSoEAcPHqxTwMXT05MVK1bkihUrlIqZWlevXmXOnDl11mppi8aYm5vT2dmZRYsW/eBG0EJ8DSQoCSH+E41Gw2fPnjF//vycNGkSydSrnyVLlqSNjQ3v3LnDmJgYPn78mE2bNqWTkxNTUlL46tUrOjo6sn///iRTp4ZVr16dhQsX5pEjR/j69WveunWLTZs2ZbVq1dKVw84skpOT+ebNG7Zp04YzZsxgkyZN2KRJEyVgqNVqxsTEcOrUqfzhhx84ffp0xsbGMi4uTjmn69evs3Tp0jqhMu3ULW0HOTIyUglhZOprNmXKFJqamnLatGnKOpzVq1cra71WrVqlbMCanJxMZ2dnuri4KNNkoqKiqFaruXPnTkZERJAkHzx4wDNnztDNzY1WVlbKdKy0HfXdu3dz4MCB6Tpz4eHhLFKkCBcuXKiUGiZTKyBWqFBBZ0PPf0L7fp84cYJLlizhDz/8oLQzISGB3t7ezJkzZ7qw9KlcuHCB+vr6HD9+vM7t4eHhbNWqFRs0aMBGjRql62T+lejoaObKlYtGRkZK4Q0tbViqXr06W7dunW4607+dBhccHMxKlSrpjHzNmzePVlZWHD58eLqwpCVh6fPSfk49PT3ZqFEj5fa0I6O//vqrsh2AlqurqzK19+8+61OmTGGhQoWUn5dBgwYxd+7c7Natm064qV27Njt16qRzrLYdfn5+bNWqlc6Fj4iICC5fvpwHDhz44AbSQnwtJCgJIT6JhQsX0srKSrlaeeHCBVpaWtLe3p7FihVTRlO0V7lTUlK4bds2GhsbK8UBnj59yvLly9PBwYG5c+emk5MTnZycdI7JDN5dAJ1WcHAwGzZsmC4saU2fPp1eXl4sU6YMFy1axJs3bzIuLk5nIb1W2uNCQkJYvHhxlipVipUrV+alS5dIplYpmzJlCnPkyEELCws2btyYhoaGyvSpxYsXs2vXriTJKlWq0MXFhdHR0STJo0ePctGiRcrrGx0drVSvIlM77Y0bN9Z5X7dv384JEyYwJibmg1e+AwICmDdvXv744488duwYb926RRcXF9atW/ejOuAhISHMnTs327dvz5o1a7JKlSrs27cvydSw2KlTJ5qZmSkdwk8tMDCQhoaGHDp0KE+fPs1bt27Rzc2NkydP5pUrV6hSqZRF9h+StgN88+ZNFihQgKampmzevHm6KmGJiYkMCgpikSJFOGLECJIfHwBv3rzJJk2asFGjRjobzs6bN4/W1tYcOXIkb9269VHPLf65D71/GzdupIWFRbo1dQ8fPqSXlxePHDmi3LZv3z5aW1unG8XVSvuz9ejRI3p4eCiFTcLCwpg7d2527tyZ1tbW7NSpk87vHLVazYiICK5du1bnebZu3cq8efPy6NGj//aUhfgqSFASQvwr7y5S14aX69ev09nZWWdayOvXr7l+/XrOnj2bYWFhymO1a2mioqLo6elJf39/JXxER0fz6NGjXL16tVIQ4H3fN6OsWbOG48aNS1e6O22I27RpExs2bMimTZsqgUWtVnPEiBG0sLDgjBkzOHnyZBYvXpxdunTRmQqTtkOl/f+lS5doaWnJadOmKUGsYMGCSjB48+YNZ8yYQRMTE+bOnZtjx45VnmPz5s3MkSMHy5YtSw8PD51RnpEjR7Jt27Z8+fIlf/jhB9avX5958+Zljx49lLU/ycnJdHFxYf78+dm+fXtmz56d+fPnV6rVpW1v2g7WuHHjWKVKFWbPnp3lypWjo6OjEsj+TVi6cuUKixQpouzfcuXKFRobGytTB7Xn7+7uTisrq78Msf9FSEgI8+fPT2tra1pZWbFSpUqMj4/n3bt3Wbp0aWX63PukPd+TJ08qn5UnT54wb968bNKkCa9fv56uM33w4MFPcnEg7f5AacPS/Pnzqa+vr6wHFJ9H2vf/wYMHOhUYb926xfbt29PJyYmrVq1iYmIir127Rnd3dzo6Ouq8/y9evPjgCE7az87Jkyf54sULHjx4kK9eveKpU6dobW3N+fPnkySHDBlCc3NztmzZUllblJiYyEGDBikFI3766Sfl+Xr16sWaNWtKsQbxTZKgJIT4R7Zs2aITVoKDg5XpXVoDBgxgsWLFlA7xvHnzdKYkLV68mHv37tW5bcqUKbSysko3xSStzDKStHTp0veWOddK21nZvHkzXVxcWK1aNd6/f59bt25lqVKllNfs5MmTSknp9u3b64SltE6ePMnt27dz5MiROre7u7uzQIEC/Pnnn3U63h4eHmzcuLHOuoI+ffrQwMBAGbmLj4/nihUraGZmxvDwcI4dO5bm5uZcvHgxZ82aRTc3N1auXFmnUIS3tzerV6/OIkWKsFq1apw2bZoyMpX2vNO+V3fv3uWJEyd44sQJnRGVf2Pfvn2sVKkSydQOf9GiRdm7d2/lfu1V8VevXulMS/wcHj58yBMnTvCXX35Rzmf48OEsW7aszkhcWmk7ySNHjmS1atUYFBSkBM1bt27R3Nycbm5uvHTpEjUaDZs3b650aslP8/lPG5bSlhvfsmVLpvn5+hqlff8nTJhABwcHFitWjHZ2dso+RufPn2f//v1pamrK/Pnzs0yZMqxRo4bOSPpfjSim/R6DBw9m0aJF+ejRI2WN24gRI9i6dWvl9+6ECRPo5OREX1/fdBctrly5wn79+rFs2bIsW7YsV61axblz57JFixYyqiS+SRKUhBB/a+LEiezUqZPyR/XGjRt0dnamnp4eAwIClApq0dHRdHR05IQJE7hixQp27NhR6YQ9e/aMHh4eVKlU7Nq1q85V7Hr16tHHx+eLn9e/sWbNGhoaGnL37t1/+bi0HZqgoCBlHc+hQ4eUq7RhYWE0MzPj6tWruWXLFmbLlo2dOnVS1tloJScns2rVqspV3nc7tO7u7rS2tmZ4eLiyye2SJUtYokQJli9fXhk90G6EamBgwHr16rFRo0bMmzcvg4ODee/ePVapUoXbtm1TnvfPP//k0KFDWbVqVR45coQ//PADw8PD+eTJEyYlJbFv376sWrUqp02bpnTGPjSylNbHTLvbv38/mzVrxjt37tDa2pq9e/dWXofjx49z6NChGbJO4tKlS+zcuTPz5s373mmT7xo1ahTz5cvHQ4cOpRuN007Fq1ChAh0cHJRiH59a2s1UtSN0WhKWPq+xY8fS0tKSwcHBjIyMZJUqVWhra8sdO3aQTJ3Oe+PGDQYHBzMiIuKjRtJfvnzJXr16pdtj7rvvvqOLiwsfPnxIMrU0+KZNmz44dTY+Pp7Pnz9njx496OLiQisrK6pUKg4cOPCjz1+IrEqCkhDib6UtPHDmzBnlD+yGDRuUMtSenp48fPgwe/Towc6dOzM6Olr5Y3/w4EHlaua+ffvYp08fFihQgM7Ozly9ejXHjh3L1q1b8969exlzgn8jMDCQKpVKZ7+hv+pYvu++Z8+e8dmzZ3z58iVr1arF6dOnk0ztpJQpU4b58+fnxIkT33tc06ZNWahQIWVtQtpQ4uzsTBsbG/7+++80NTVlv3792LFjRxYuXJjly5fn6tWrlce6urqyePHinDt3Ln/77TeSqaNQhQoV0tlAlUwd6ShTpgyHDh3KatWq0dXVVVkvoQ1L2pGl94WlT+XOnTvMkSPHeztqAwcOpIuLyxff6DI5OZlnz57lkCFDlLVif+XSpUu0s7Pjzz//TDK1Q3vhwgVOnz5deU3v3r3LyZMnc9q0aZ91k9cvtZmq+J/ffvuNjo6Oyjq28PBw5s6dmw4ODjQzM+OOHTuUn6G0/i68pg04K1asoLGxsbKBd1orV65kyZIlWaNGDTo4OLBs2bL/uDjO+fPnuWDBApYqVeqDo95CfM0kKAkh/lLaaXK7du1i8eLFOWfOHGWNzsOHD3ny5Ek6OjqySZMmLFKkCAEoIy/Hjx9n8eLFOXDgQMbGxpJMHXm6d+8eW7VqRVdXV6UjnHZKUGaxbNky6unpsWfPnixUqJBOZ/19HRnt66XRaPjw4cN0G0jeuXOHpUqVUkbhHj16xO7du3P9+vXK80VFRTE6OlqZ2vb69WvlCrR2/5u0exDduHGDTZo00dmb6enTp3Rzc2OlSpW4du1aJiUlcdasWaxatSo7duyodJQiIyPp6OjIgIAAJiYm6nSc3N3d2bNnT+7Zs4fNmjVjkyZNlI59cnLyFwtLoaGhzJkzJwMCAnjjxg1evHiR/v7+NDMz++DC9i/hn4763Lt3jyVLluT69et59uxZ9urVi7a2trSzs9MpBJH2tfuca/K+5Gaqgrx8+bIygnfo0CHmz59f2Uy7YsWKtLe3Z3Bw8L96z9N+VpKSknjp0iU2atSIRkZGyp5MaZ8vKCiI48eP54gRI5Tb/yqIvftz/O6aTCG+FRKUhBD/yOXLl5mQkMBOnTqxVq1anDNnjk6ISklJYWhoKPv168dy5coxOTmZx48fp0aj4dixY1mrVi36+fnpLLZPSUnh+fPnOWbMGNauXTvTFGzQmj17NlUqFffs2UOSXLJkCfPly/fesDRlyhSdY0eNGsUSJUqwTJkybN26tU5hBgcHBw4ePJghISFs1qwZGzdurHRct2/fTjc3N5YpU4YdOnRQ1qpoy6nb2toqBSLSdmbq1atHf39/nTY9fvyYpUqVYvny5bl48WImJCRw+fLlrFOnDjt06KC83kuWLKFKpeLChQuVwPP27VtWrVpVKfm+Z88eurq6ZkhYSklJYWBgIE1NTWltbU1bW1tWqFAhU+7f8r4A8vLlS3p7e9PW1pbZsmVj//79uX37dsbFxbFWrVrvHUn8EiQsfXofek0fP35MjUbDli1b8vvvv6dGo2FiYiI9PDyYO3duZcPnf+Lw4cNKsZXevXtzwIABVKvVvHz5Mh0dHWljY8OXL1+S/HCY/7e/azPbtgxCfCkSlIQQ77Vlyxal4+3n58datWqRJGNiYtilSxfWqFGD8+bN0/lDvHXrVnp7e1Oj0dDPz48lS5ZkfHw84+LiOG7cOFavXp3ff/99ul3g08pMYSkiIkKnbO+bN2+4dOnSdGHp/PnzVKlU9PT0JJla9c7S0pJr1qzhvHnzWLx4cTo5OSlTxObOnUt7e3uWKlWKzs7OymsYFhbG7Nmz86effmJYWBj79+9PlUqlFGF48eIFnZycWLBgQf75558kUzswCQkJbNGiBdu1a0cytbOmDUv+/v40NTVl/fr1ef/+fYaHh3PAgAHMnj07u3fvrnzvKVOmUF9fn56enuzcuTPr1q1Le3t7nSvJYWFh7w1L/fr1Y/Xq1Tl69Oi/fG//qwcPHvDo0aM8d+4cnz9//tm+z8dK20neu3cvFy9ezA0bNvDevXtMSEjgzz//zF9//VV5THJyMqtXr55uvZDImtK+/7/88gtPnz6tXNQgU39/VK5cmbNmzVIe36lTJ969e/cfhVaNRsPo6Gg2btyYdevWpbu7O01NTXU2FL5y5QorV65MOzs75fdNZvqdKkRWI0FJCJGOWq1W1uXUqlWLJiYmOn+M04al+fPnK53jQ4cOUV9fnxUrVqSpqalOyeS0YWnw4MHKMWnnymfWq5Zp2xUVFZUuLGk0Gh48eJCWlpZs3bo1165dq7PB59WrV1m2bFlWq1ZNWch/584d3rt3T+kgvXnzhq1ateK0adNIks+fP6eVlRW/++47nba8ePGCDRo0UIKS1i+//EI9PT3++OOPOrePGjWKkydP5rlz5/j999+zUqVK9PHxYaVKlZg/f3526NBBCUshISEcMGAAvby8OGTIECYnJ/PFixc6m5IeOHBA2VQ3bVhq3749e/TokWnfwy9p6NChLFasGGvXrk1XV1cWKFCABw8eVO6Pi4vj9evX2axZM1aqVEk6sl+ZoUOHMn/+/DQ3N2eDBg10fhc0a9aMxYoV45gxY1irVi06ODgoFzX+6Qjfy5cvaWNjQ5VKxalTp6a7/8qVK6xSpQrLlSvHFy9efJqTEuIbJUFJCKFo06aNzuaTdevWpUql0ln7ou1Ux8TEsGvXrsyTJw/79OmjdPbc3NyoUqno4eGhHKPtPMfFxXH8+PGsWbMme/TooTN1LyvRhiULCwv6+fkptx85coTW1tZUqVScN2+ezjHXrl2jra0ta9Soka7zolarGRsby/Lly3PPnj2MjIyklZUVe/XqpTxm06ZNSgGGD3Woli1bRn19fXbr1o0//fQTf/zxR2bLlo2///47Dx48SAsLC6Wynlqt5syZM1mhQgV6e3sr72va92TixIl0dHRk8eLFWbNmTWUKYnh4OF1dXenq6qrs5ZSSkqK061sOS2vXrmXBggV54sQJkql7FalUKmVkUq1Wc8mSJXRzc2OdOnUy3WbK4t9L+3k/f/48K1WqxDNnznD37t309fVl2bJllSm0arWaLVq0YMOGDdmqVauP2lvs9evXbNasGZ2dndm4cWNlGl7atly9epXW1tbs2LHjpzhFIb5ZEpSEECRT16R069ZNZ6rVjz/+yHHjxjFbtmwMCAhQbtc+JiYmhiVLlmS3bt2UP9CBgYFcsmQJTUxM2KVLF2XdijZIxcXFMSAggN27d8/SHWptWFKpVJwzZw7J1HM8cuQIS5YsyUaNGimP1Z7n9evXmSdPHp19gK5fv86nT58yOTmZ7dq148SJE1m8eHH26tVLOe7p06f08fHh6tWr/7ZDdejQIdapU4cVK1Zk5cqVuWXLFpLkxo0baWlpqTNlLTo6mqNHj6axsTF79eqlE5LGjx/PAgUKMDg4mE+ePGGZMmVYvnx5ZXRp7969dHNzY5UqVZTF4+S3t+7l3RLLw4cPZ//+/UmS27ZtY65cuZSF+zExMXz+/DkfPHjAbdu2ZbrNlMW/l/bzrlareerUKZ3fhzdu3KCfnx9tbGy4cOFC5bFpN2/92Pf/8ePHbNasGevXr68TlsjU39H379+XAC7EfyRBSQiRzvz583Wmza1atYqGhoY6YUmtVvPChQvKSML06dO5fft2pYNw6NAh5sqVi126dNEp4KDd4+NDe3hkFWq1mq9fv2ZoaCgTExN1OjtHjhyhhYXFe0fV7t27p3Rebt26RRsbG/7yyy8kyZkzZ1KlUrFBgwY6gXXEiBEsXbo079y584/aFhMTw8TERL548UKZ0vjrr7+ybNmy3Ldvn85j7927RysrK5qamnL06NEkUztg1atXV/ZWOnToEE1MTLh06VKdY7dt28bBgwdn2ffwv0p73tqppCNGjODYsWMZFhbGXLlyKfuFaTQarlu3jlOnTtX5rEhH9uswadIkNmjQgE2bNmWLFi107tOGJTs7O2VqrdZ/vVik3Ui4cePGDAwMZEpKCuvWrauzQbV8xoT4eBKUhBA6f6wTExNpZ2fHIkWK8MqVKyRTr3gGBgbSyMiIfn5+vHv3Lps1a8YWLVoonUVnZ2eamppyz549ysjE4cOHaWpqynbt2vHYsWN0c3NjjRo1dEpbZ0Vp2z116lS2atWK1apV47Jly3j16lWS/wtL2gIP79J2XurUqaMz+jRq1CgaGhpywIAB9PPzo4+PD01NTf/Rpqakbuddo9EonfKnT5+ySpUqbN68uc7ePzdu3KCnpyeDg4OVY2/fvs0yZcowJSWFe/fu1enwv337lkuXLtW5Iv7u9/0W7N27V5mmGhAQQF9fX5LkggULmDdvXubMmVNnU+U3b97QxcVFpwMrsq60n/eZM2cyb9689PPzo6urK1UqlVKwQevmzZv08fFh+/btP/nvvdu3b9PLy4u2trYsUaIEHRwcsuy0ZiEyGwlKQnzj0v7B11ZJio6OZr169ViyZElevnyZZGpYCg4OZvbs2WljY8OKFSsyKSmJjx49Uo738vJivnz5uHv3buUP9YkTJ5gvXz46ODjQ0dFRmZOfVUNS2tdrwoQJzJMnD4cOHcoOHTqwVKlS9PLyUtanHDlyhJaWlqxTp06659GOGP3888+sUqUKd+3apdw3f/58tmnThs7OzhwwYIDyHvwbP/30E9u2bctWrVop65KuXbtGKysruri48KeffuL+/fvZsGFDtmzZUhkhS0lJoUajYZUqVdiuXTuampoqU8fI1GBVu3ZtZb3StyguLo7lypVj6dKl2a1bt3SVx7p27UojIyPu37+fN2/e5PXr19mkSRNWqVJFptl9ZU6dOsVFixYpPw+RkZEcN24cTUxMlCm5Wg8ePPhs6/giIyO5c+dOrlix4rNuWCzEt0aCkhDfsLSd/lmzZnHEiBHKaMObN2/o7OzMEiVK6IxA3L17l4cPH6ZarebUqVPp4+OjBAOSbNmyJfPmzctdu3YpYeDVq1c8f/688v2+hj/gDx48YJ8+fXSqmYWGhtLFxYXe3t58+vQp1Wo1w8PD2bx5c+Xc350+9/TpU1avXl0ZkdDSbv76T6fNvBvgLCws2LNnT9avX596enrKGoabN2+yXbt2LFu2LEuXLs26desqm9F+9913/OOPP0imfh4KFizINm3aKM8bFxdHNzc3uri4yHQeknny5GGOHDm4c+dOkv/7XCclJbFFixa0tramiYkJq1evztq1a0vhhq/MqVOnqFKpaGxszNDQUOX2J0+ecMKECcydO3e6oi7klxl9lc+YEJ+GBCUhBIcOHcp8+fJxw4YNfPDggXJ7dHQ0a9WqpTOy9O4xISEhvH//vs59LVq0UEaW0q5PIrPmFK0lS5bw4cOHytebN2+mSqWipaWlUiJbKyQkhObm5kqFurRXji9fvkx7e3vWr1+fv/32G589e0aS3LVrF01NTbl///7/3NaHDx9ywoQJPHr0KMn/Fc8wMDDg2rVrSaaup3nz5g1v375NjUbDYcOG0cLCguvXr+ft27dJkvfv32fv3r1ZokQJtmzZkr6+vnR2dma5cuU+qlLX1yQlJYWRkZG0tLSkjY0Ny5Urx+vXr5PUfb9//fVX7tq1i6dPn/6qLhJ8q979vCcnJ3PRokXMlSsXR4wYoXPfkydPOHHiRKpUKm7evPlLNlMI8QlJUBLiG7du3TpaWVml2/Po5s2byv/r1KnDXLlyKZ3obdu2sUiRIjrrZt6+fcuTJ08qX3t4eFClUulssJkVnTt3jiqViv369ePjx49JpnaQunfvTpVKxWXLlqXbA6p06dLp9jMiU4skHDhwgPXq1WPFihVZt25d7tu3j3fu3GGXLl04atQoqtXqjw4gO3bsoEqlYvHixZWgRqaOcAQEBNDQ0FBnA12S3L9/P4sVK6ZsapvWvXv3uGHDBjZu3Fhp37c6refdtV9kamBKSEhg5cqVaW9vr4Qlra/hIoFIlfa927RpEw8cOMCEhAQmJiZy3rx51NPT4/Tp03WOefToEVetWvXN/awI8TWRoCTEN+6nn35SigncuHGDc+fOpY2NDUuVKsUhQ4aQTC2F7evrq0znWL58OStVqkQydd3LlClTWKpUKZqbm7N9+/bKcw8fPjxLTwHRdojDw8NpaGjIPn36MDIykmRq+GjXrh3z5MnDAwcOKB2ply9fsnTp0ly+fLly/MOHD/nkyROdjvO2bdvYt29f5syZkz179qStrS2trKyUUaaPERkZyX79+lFfX1+ZCpR2JGPkyJFUqVQ60wWXLVvG8uXLKxvhpj3mQ7Lye/ox0obgkJAQTps2jfv27ePLly9Jpm4CXLlyZZYvX56XLl1ibGws27Vrp1SJzKrr8USqtO9fQEAALS0tuXr1aqXUfnx8POfMmUOVSpUuLGlJWBIia5KgJMQ3JO0ffO3/582bRwcHB3p7e9Pe3p4dOnTgmDFjOHv2bObLl48XL17UeY6UlBTu2LGDtra2bNSoEYsXL87OnTtzxowZDA0NpZ6enrIJqVZW7iRoQ0N4eDj19PR0wlJKSgpbtWpFExMT9u/fnzNnzmTz5s3p4OCgnPPWrVtpb29PKysrdurUiTt27NB5/r1799Lf359FihShSqX6xyXAPxRm3rx5Q29vb+bIkUMp4qB9r5OSkrh48WImJycrt82dO5f29vZKUEpbkXDLli08e/bsP32pvkppf2aGDx9OExMTVq5cmfr6+vT19VXWdL18+ZLVqlWjmZkZy5cvTxsbG2WKovg6TJ8+nQULFuTJkyfT7Z9Epq7rMzQ05JgxYzKqiUKIT0yCkhDfiLR/2BMTE5WOcXR0NCdPnkxPT08uX76cf/75J8nU9RXVqlXjvXv3SKZ2wJ8+faocv2HDBvbo0YPr1q1T1jVdvXqV1apV+6gqbZmZ9rXbu3fve8NS586dqVKp2KFDBy5YsEAJSZcvX2bBggU5d+5czp49m56ennR0dEw3/S0pKYlPnjz5qJAUGBjIgIAAfvfdd8q+R/Hx8ezYsSNz5syZLixpadt4/vx5qlSqdFMFY2Ji6OHhoVPi+luTduTszJkzbNKkiVK4ZMuWLSxbtiy7d++uMwV19uzZShgls/ZFAvE/CQkJdHd358SJE0mmFrXZvXs3vby86Ovrq0xVnjRpEmvXri2jiEJ8JVQkCSHEV02j0UBPTw8AMHXqVBw9ehSXL1+Gp6cn2rVrBycnJ+WxJBEXF4f27dsjOTkZe/bswaRJk3Do0CFcvHgRTZs2RYsWLdCuXTvlGLVajZiYGHTp0gXR0dE4fPiw8v2yorSv17v27t2L5s2bo1evXhg3bhwsLS2RlJSEHj164MCBAwgJCUHt2rVx7tw5hIWFIT4+HlOnTgUAnD17FnPnzsWVK1fg7++vvIYpKSkwMDD41+0cNmwY1qxZg44dO+LBgwc4c+YMPD09MXPmTDx//hxDhgxBSEgIQkJC0KxZsw+e5/z58zF48GD4+fmhadOmyJYtGyZOnIgnT57gzJkzH9W2rOzAgQNo3Lix8vWiRYtw9OhRaDQarFu3DoaGhgCAkJAQjBkzBrVq1UK/fv1QpUoVnedRq9XQ19f/om0Xnx5JxMfHo3Xr1ihYsCCqVauGvXv3IiEhAXp6eoiPj4eFhQU2btwIjUaDbNmyQaVSgSRUKlVGN18I8V9kaEwTQnxRo0aNYt68eTl16lROnDiRFSpUYIMGDZRqaHFxcVy5ciWbNGmi7JM0btw4mpubc/ny5Vy0aBE9PDxYuXJlZYf5xMRErlq1io0aNWLlypWzfEW0tO3esGEDf/rpJ44fP56PHj1S9obavXs39fT02LdvX6XAQ0pKClu3bs2CBQty+/btbN68OfPmzcvOnTvrPP+ZM2fYpUsX1qhRg6tXr/7odu7du1enaMPmzZuZPXt2rlmzRnnMqlWrCIA2NjZ8+/btX57z5s2baWVlxUKFCtHe3p6NGzf+JstZ+/v7s2fPnjojAtOmTaORkRFLliyZrmBDSEgIHRwc6OXlxRs3bnzp5orP4EO/u1auXMmaNWsyX758nDBhgjK6OHLkSLZr107nsTKiJMTXQYKSEN+I69ev09bWlnv37lVuu3TpEr29vdm4cWNevXqVb9++5fjx4/n9998zOTmZDx8+ZNWqVXXK2969e5cjRoxg1apVefjwYcbHx3PRokUcP378VzXdKCAggPnz52eLFi1YokQJOjo6cuvWrUpBhj179jBbtmxs164dX7x4QTJ1Cp2LiwtLliyp7KlkZWWlUzyBJM+ePcuWLVuyfv36jI6O/qj2rVy5ks7OziRTp4GZmJgo0+RiYmKU8uAjRoygoaEhFyxY8JdhiUwtaXz9+nVevXr1my1n/fDhQyUgpt1EduXKlcyfPz/9/f159+5dnWPWrl1Lb2/vLHtxQPxP2vcwPDycwcHBOlNlHzx4oLPJNkm6urqyV69eX6yNQogvR4KSEN+I+/fv08rKimFhYST/d8XzypUrzJs3LwMDA0lSZwH606dPWbhwYS5dulTnuR48eEBbW1tOnTqVpG5n+msYfZg/fz4LFy6sFDLYs2cPVSoVq1Spws2bNzM+Pp5kaqGG2rVrK+ecnJzM5ORkZc3W4cOH6erqShcXFx46dEjne5w/fz5dh+vfWL16NTt27Mg9e/YwV65cOmuJtm/fTn9/f6Uq17hx46ivr/+XYel9V8C/5Y5/cHAwK1WqxKCgIOW2efPm0crKisOHD08XlrS+5dcsq3u3cEeJEiVoa2vLChUqsE6dOsoG2mTqms3Dhw+zadOmOsVbZCRJiK9L1l1EIIT4IP7/0kOmWYKoXS9x/fp1AKnrU0jC1tYW5cqVw+XLlwFAWY/C/59fX7hwYVy5cgUJCQnK81lbW8Pe3h7Xrl0DSZ01LFl9Tcbbt2/x/PlzjBo1CpUqVcLWrVvh7e2NuXPnwtjYGCNGjMDOnTsRGxsLLy8v/PLLL9DX18e+ffvQrVs3dOjQAVOmTEFUVBTq16+PYcOGwcDAAFOmTEFERITyfcqXL49ChQp9dDsdHR2xZcsWuLm5Yf78+ejbty8AID4+HkuWLMHr16+RJ08eAMD48eMxevRoDBo0CEFBQYiNjU33fO9bS5GV15n9V1WqVEH+/Pmxbt06rF27FgAwYMAABAQEYN26dVi2bBlu376d7rhv+TXL6rQ/AzNmzEBQUBA2btyIK1euoHv37jh27BicnZ0RHR0NALh06RKmTp0KY2NjnD17FgYGBlCr1bImSYivTUamNCHEp5f2ivbLly+ZkpKiXO386aefqK+vzy1btiiPiY2NZYUKFTh79mySqXvxREVFKSNL69evp0ql4owZM5RKebGxsXR0dOT48eO/0Fl9Wb///jufPn3Kq1ev0sbGhnPmzCGZWgkwW7ZsLF26NA8cOEAy9QpyaGgos2XLxt69e9PHx4elS5dmiRIllA14w8PD6eHhwWrVqvGXX375ZO3csmULjY2NOWzYMB45coSHDx9mo0aNWL58+fde4R4zZszfjiyJ/7l9+zbd3NxYv359nbVf8+fPp76+/jddEfBrsXLlSl69elX5+t69e/T29lYqSO7atYumpqYcPXo0y5QpQycnJ2W67JUrV77ZKapCfCskKAnxlfrhhx9YrVo11qhRg15eXkrRgYCAAKpUKvr4+HDAgAFs2LChMnVkzJgxLFu2LO3s7Ojk5MRTp06RJJcsWUJ9fX26ubmxbdu2rFevHu3t7b/6zkFwcDCrVq3K+/fvk0ztNHXv3p3ff/+9Mt3u1atXrFq1KidNmqQcl5iYyIYNG7JEiRJKINm5cyfbtWunlFv/FFJSUrhhwwZaWVnRysqKlStXpru7O5OSkrhnzx6uWbOGW7Zs0QlFEpb+nbRhSVv0hEwNqV/DNNNvWUREBPX19Tlo0CClvDeZ+t5GRkby999/Z5EiRZRA/OOPP1KlUrFYsWKMjY1VHi/TLYX4eklQEuIrkXbkYNGiRTQ1NeXcuXM5evRoOjk5sWDBgsp+L6tXr6aXlxebNWvGPn36MCkpiWvWrGGePHkYGBjIpUuX0t3dnbly5WJISAjJ1HU6Q4YMYfv27Tls2LCvqnDDhyxYsIAlSpTg8ePH+eTJE7q7u3PcuHHK/SkpKXz27BlLlSrF0NBQkv9b4xUXF8cSJUpw2LBhyuPTdq4+pWfPnvH69eu8d+8eNRoNhw8fzoIFC7JGjRrMkSMHO3TooBR3IMmxY8cyW7ZsnDp1qrLeSnzY7du32bx5czZq1IhLlizRuU/CUta2du1aFi5cmAMHDuS1a9d07ps5cyY9PDwYExNDMrWKZNeuXdm7d29534X4RkhQEuIrc/jwYfbv31+nUtOrV6/o4eHBQoUKKdNG0i5MDg0N5ahRo7hy5Uqd5+rduzdz5crF27dvk/zwpqVfq+joaNrZ2dHS0pLW1tasWLGiUiI8begpW7Ys+/btq3ydlJREjUZDT09P9u7d+7O3M+0V7RkzZtDa2loZDVy8eDFVKhU9PDx0pv0NGjSIderUkcXn/9Dt27dZo0YNDhgwIKObIj6BtJ/7tWvX0srKigMHDtQp8d6vXz8WL16cZOrPu6enJydPnqzcL2FJiK+fBCUhviIHDx5kuXLlmC9fPu7evZvk/zrRDx8+pK2trbL/kTbknDlzhmXLlmX27NmVoKQNAyRZrVo19u/fn+S31THQnmt0dDQ3bdrEzZs3K69ZeHg4Bw8erISR+fPns3z58pw1a5bOc3h5eXHAgAHUaDSfJZAMHDhQqWxHks+fP2evXr2USm0hISE0MzPjyJEjaWlpyUaNGjEiIkJ5vLZNEpb+mcjISJlm9RXQft7T/j5bvXq1Epa0e2WdP3+ehQoVopWVFe3t7b+J6cZCCF1SnkeIr0ilSpXg6uoKtVqNtWvXgiT09PRAEvny5YOZmRlevXoF4H/V7cqUKYMBAwbA0tISq1evVnaWT0lJgUajgbW1NZKSkgBk/Yp2/4a+vj7UajVMTEzQtm1btGnTBgYGBggJCUHLli2RJ08epcKVp6cnGjRogJUrV8LHxwcrV65E3759ceDAAfTr1w8qleqTV8M6dOgQYmJiYGZmptyWI0cOtG/fHu7u7vjjjz8wdOhQjB8/HpMnT8bkyZNx9OhR/PDDDzh79qxyDP+/uqH4e5aWltDT04NGo8nopoiPpNFolM97cnKycnuXLl0wceJEbN26FQsXLsTt27dRvnx57N+/Hz179oSPjw/++OMPpbqdEOLbYPD3DxFCZAVqtRrm5uYYPXo0DA0NsWPHDgwfPhzTpk2DSqWCgYEBEhMTYWhoqHNMrly50K1bN2TLlg3Tp09H+/btsXnzZiVIPXr0CNbW1hl1Whnq3WB448YNDBs2DDNnzkS/fv2U262treHv7w97e3ssXLgQFy5cQJ48eXD06FHY2tp+lrY1bNgQdevWhYGBAdavX4969erBysoKTk5OMDY2RlBQEEqUKIFu3boBAJKSkuDq6opcuXKhYsWKAN5fElz8PSkBnjVpLxwBwMyZMxEREYHs2bPD3t4eY8eOhY+PDwBgzJgxAIBBgwbB3t4e9vb2ynNot1kQQnwbVGSajVaEEFmWdmQgJSUFycnJmDBhAoKDg2FtbY3y5cvj2bNnuHDhAq5cuZJur6SoqCjkzp0by5Ytw+TJk2FsbAw7Oztkz54dp0+f1jkmK9JoNB/s3P7Vfe86ePAg+vfvj/3796No0aIfPD42NhZ6enowNjb+bw1/j44dO8LR0RGDBg0CAFy+fBne3t4wNzfHxo0bUbBgQWg0GowaNQoRERFYt24drK2t0bZtW3h6eiqdwX9z3kJkdWlHTqdNm4ZJkyahf//+uHXrFi5fvozs2bPjt99+g6GhIYKCgjBu3DjUr18fP/zwA4oUKZLBrRdCZBT5KylEFpV2+o+2ExAaGopu3bpBpVJhxIgR6NixI/7880+cP38eHh4euHHjBvT19ZGSkqIcs337dnh5eeH58+fo3LkzRo8eDQMDA1y7dg0+Pj64ceMGDAwMkJKSkoFn+/HSBoKgoCCMHz8evr6+OHLkCOLi4pT7/sl0mrdv3yI+Pv69zx0REYHff/8dAJAzZ87PEpJevXqF3LlzY9y4cQgMDAQA2NnZYfjw4dDT00Pnzp3x+PFj6Onpwd3dHVeuXEGLFi1gZ2eH27dvo1OnTgB0r6wL8S3QhqTTp0/jwoUL2Lx5M6ZOnYotW7YgMDAQKSkpqFevHgCgW7duGDlyJN68efPNjqYLIVLJX0ohspDAwEC0bNkSarVaZ62ESqXC5s2b0bFjRzg7OyN79uzInTs3AgICUKtWLTx48AATJkxAeHi40mFQqVTYtGkTunbtinbt2sHCwgLGxsbo2LEj+vfvj9y5c2Pt2rXK986q07S0gWDYsGEICAjAmzdvcOfOHfj6+mLSpElKQNJOp1m7di0ePnz43ueqUKECXrx4gWXLluk8NwDs2LEDu3bt0ln38Klpp1b6+vpi0KBBWL58OVQqFdq3b4/evXsjKSkJnTt3xqNHj1CzZk1lfcWAAQNw7tw5GBoaIiUlJcu+l0L8F5s2bUKfPn3w22+/6QSgqlWrYtasWXj16hXCwsIAAH369EFoaKisSRPiW5cxNSSEEP+GWq1mbGwsra2tqVKp6OrqqlO56cmTJyxUqBDnzp2rc8zKlStpZmZGe3t7mpmZUU9Pj2fOnCFJRkVF0dramnPmzFGO0T7n27dvuXjxYlarVo2enp5Zvirazp07WaxYMeXcw8LCaGBgwM2bN+s87tKlS1SpVFywYMEHn2vlypU0NDTk0KFDefHiRV65coXDhg2jmZkZr169+tnOIe178PDhQw4fPpwmJiZctmyZcn9wcDCdnZ3ZqFEjPnz4MN1zfEtVC4V4182bN+nm5kYDAwNOnDhR574XL17Q2tr6L3/2hRDfHglKQmQB2pLEHTp04IwZM1iuXDnWr19fZy+ktGWiSfLUqVMsVKgQd+7cydevX7Nfv340MzPj1q1blefT7qmUlrZDHhsby1mzZrFu3bp89OjR5zq1z+LdYLd8+XI2btyYJBkcHExTU1MuWrSIZGoo/P3335UQMX/+fDZs2JCvX79+73Or1Wpu3ryZefLkobW1NUuVKkUbGxuePXv2s53P+0pSP3z4kAEBAcyVKxeXLl2q3L5p0yY2aNCAFSpU4IsXLz5bm4TIih48eMAWLVqwevXqDAwMVG6PjY2lg4OD8ntBCCFIMuuuzhbiG6Kd4pUnTx7ExMRg5cqVaNmyJTw8PLBz506MHz8enTt3Rr58+ZRjIiMjYW1tjZo1a8LMzAxTpkzB8ePHsWXLFkyZMgXt27dHq1atYGJiovO9VCoVSCJHjhzo27cvfHx8dEpQZwXaqWWxsbHImTMn3r59C3Nzcxw7dgw9e/bEtGnTlKp1YWFhuHTpEkqUKAFzc3M4OzvD3Nz8g+esp6eHNm3aoFatWrh37x5UKhWKFy+OAgUKfJZzSbsO6saNG3j16hVsbGxQsGBBjBkzBiTh7+8PAOjduzfatm2LuLg4nD59Gnny5PksbRIiq7K2tsbcuXPx3XffYcqUKfjll19gb2+Po0ePIikpCb169croJgohMhGpeidEFqDtLM+cORP379/H3Llzce3aNTRp0gRPnjxB7dq1sW/fPujr6yshYfPmzWjfvj0OHDiA0qVLw8/PD2fPnkWPHj0QFxeHefPmYdiwYRg3btx799J5321ZydSpUxEdHY0ff/wRN27cQOXKlREXF4fg4GC0bdsWAJCQkAAvLy9YW1tj6dKlme41SPv9R40ahdDQULx8+RJFixZF1apVMWHCBADArFmzsHDhQsycORM9e/bUeQ4pZyxEevfu3cOgQYOwc+dONGnSBA0bNsSQIUMAyM+MEOJ/ZERJiEzo3Q669v+1a9fGuHHjAADFixeHoaEhDAwMkJycrIQk7bFt2rTBnj174OrqCmdnZ1y4cAGnTp1C8eLFAQAWFhYYN24cevfuDUtLy3RtyMohCUitPDdr1ix07twZtra2WLhwIQYNGoRTp06hTJkyeP36NaZNm4bHjx8jLCwMKpUqXcnsjH4NtN9/xowZWLFiBTZs2ICGDRuiY8eO2Lx5Mzp16gQnJycMGDAAQOqIUv78+dGiRQvlOaTDJ0R6RYsWxfz586FWq2FgYKDzO1AqQgohtOS3gRCZkEqlQkJCAl69eqV8rRUdHa2MIllZWWHbtm2IjIxEhQoVEBcXh9evXyvHBAUF4fr16+jbty9q1qyJ4sWLIyEhAQBgZWUFe3t7GBkZffkT/MTeNzDepEkT2NnZ4eeffwYANG3aFHPnzsWGDRvg5uaGwYMHw9DQEKdPn4aBgYFSSTAzIYm4uDgcOXIEEyZMQMOGDREeHo6wsDBMnjwZTk5OSEpKQv78+TFw4EAsWrQIzZo1y+hmC5ElFC5cGHPnzkVycjJWrVqFVatWAcj4CyRCiMxDpt4JkckcOXIEBw8exLZt22BgYIDatWujY8eOqF27NgDAxcUFJ0+eRKVKlbB9+3aYm5tj3rx5WLRoEVQqFQwMDFCrVi14e3vD2dkZALBmzRqMHj0af/75J7Jly4bk5GR4eXnByMgIW7Zs+Wo6BgkJCciePbvy9cCBAxEWFoYbN24gW7ZsAIDXr1/j4cOHMDU1RZEiRZRNejPrhrrJyclwdXXF3LlzERkZiVatWmHGjBno06cPEhMTsWbNGtja2iqfDwCZ+nyEyGzu3r2Lzp07w9zcHGvXroWpqWlGN0kIkUlIUBIiEwkKCsIPP/yA+vXrI0eOHMiRIwcWLlyIIkWKYOjQofDx8UH//v3x7NkzLFiwAAUKFEh3TPbs2bF48WIUKVIE/v7+6N69Ox4+fIi2bdvi6dOnqFevHq5fv464uDhlJ/p3p5xlBX379sXQoUNRsmRJAMDSpUtx7tw59O3bFxUrVgQAxMXFoUaNGmjTpg3GjBnz3vPMTOf+obY0btwYT58+xf379zFr1ix0794dAPDo0SN07twZnTt3ho+Pz5durhBfjXv37kFPTw+FCxfO6KYIITIRCUpCZBLLli3DwIEDERgYCHd3d+TKlQsAcOvWLbRs2RLx8fFYvnw56tWrh5iYGJiYmPztMUlJSZg1axaaNWuGX3/9FevXr8eLFy9QqlQpTJgwAQYGBlly9CEqKgpt27bFrl27YGhoCAAYN24cTp8+jYMHD2LQoEGoU6cO3N3dMWTIENy6dQubN29WRpUyo7QLyC9evAhTU1MYGxsjf/78uHz5Mtq0aQNjY2OcOXMGiYmJiI+PR8eOHRETE4MjR47IWiQhhBDiE5OgJEQmsG7dOnTp0gUhISHw8vJSOs3JyckwNDTE7du3Ubt2bVSuXBm7du366GMA3VGLrFjd6d1Rl5UrV6JOnTooU6YMAGDDhg1Yu3Ytrl27hsaNG6NGjRro2bMnAgMD0bVr14xq9gdNmjQJtWvXRr169QAAAQEB2LJlC6Kjo+Hi4gIfHx80btwYGzduhK+vL6ysrGBmZqasXzp16hQMDQ2z5HsphBBCZGZZ6zKyEF+hlJQULF26FNbW1rCwsFA6vCSVDnCJEiUwdepU9OnTB5cuXULZsmX/1TEXL15EuXLlAOhWdMpqHet3r+skJibCz88PZcuWRVBQEOzs7ODt7Y169erh7t27GDRoEP78808AwM8//5zpgtLp06cRGhqKEydOIFeuXEhISMCmTZuwcuVK3LhxAwcOHFCmDHbo0AG1a9fG4sWLYWxsDEtLS/j4+EBfXz9LjgoKIYQQmZ2MKAmRCTx//hytWrWCWq3GyJEj0bRpU+jp6emUCT9w4ACaNWuG3377DZUrV/6oY7K6O3fuKOXNg4OD0axZMyQlJcHR0RGWlpZYsmQJHBwclPNPSUnBwYMHcebMGQQEBGTKMLFr1y4sXLgQ2bNnR7FixWBlZaVsIHvixAnMmzcPt27dwujRo3XKfmvJSJIQQgjxeWSOFcxCfIPOnz+PHTt2ICIiAhYWFti+fTtUKhWmTJmC8PBwaDQaqFQqqNVqAKmLjStVqoRr1679q2Pq1KmjFDzIyk6fPo0GDRogNDQUQ4cORZ8+ffDixQvky5cPp06dwoMHD9CvXz9cvnxZOcbAwACurq4YNWqUsh4rs0hOTgYANG/eHEOGDEF8fDzWrl2LqKgo5TFOTk4YOHAgSpUqhalTp2LTpk3pnkdCkhBCCPF5SFASIgOsX78e3bp1w6pVq7B//35oNBrkzZsXO3bsAAD8+OOP2Lt3L1JSUqCvr4/o6GjMnz8fd+7cwaZNm/7xMdu2bYO9vT1y586dkaf7SeTIkQPu7u7o1asXVqxYgYsXL6JEiRJISEhAvnz5cPbsWdy/fz9dWEors4wovXz5UilCsXr1atSoUQNDhgxB2bJlsWXLFhw/flx5rDYsmZqa4uDBgxnVZCGEEOLbQyHEF7V69WoaGxtz48aNfP36tXJ7cnIySfLFixesVasWa9asyX379jElJYUVK1akSqXiunXr+Pr1a2o0mr89xt3dnZUqVVIeoz0mK2nbti19fX2Vr6dNm0aVSsVixYoxJCREuT0hIYEk+fz5cxYrVoylS5fm7du3v3h7/4mIiAjmzZuXd+/epZ+fH/Ply8f79++TJPfu3UsXFxc2a9aMv/76q85xly5dolqtzogmCyGEEN8kWaMkxBd0+fJltGvXDn5+fujZs6dyO/9/XZF2vcnLly/h4eEBfX19PH78GPfu3cO8efPQp08fncINHzrm9evXSExMxKVLl7JsRbTk5GQcP34ctWrVUkZf/vzzT/z555/Yu3cv9u3bh9GjR6NTp04A/rdW58WLF+jbty82bdqUKc85KSkJnp6e+P3335GYmIhff/0VDg4Oyv27du3CggULoKenh7Fjx6JGjRo6x2emfZ+EEEKIr5n8tRXiC3r06BHi4uLg7OysU8FNW3xA2wHOmzcvtm/fjlevXkGj0cDKygr169dHcnKy0vn/q2MMDAyUkKSdipfVGBoaol69ejA0NMSCBQvg7OyMUqVKwdXVFT4+PmjQoAEmTZqE9evXA0hdqzNnzhzo6ekhJCQE+vr6ylqtzCRbtmyoXLkyXr58iZw5cyohUPt5aN68Ob777juoVCoMHDgQly5d0jleQpIQQgjxZchfXCG+oDNnziAmJgZlypSBSqVKV+5apVLh6tWrOHLkCCwsLHDixAl0794dMTExKFGiBAwNDf/RMadPn1ZCUmZZl/NvaDQanf8XLFgQ9+/fh5ubGwCgYsWK6NOnDxo2bIgxY8Zg9OjRcHNzw4IFC3TWY2WWgPjue9a3b1+cPn0aVapUQcOGDXHmzBmdIhzNmzfHgAED4OTkBDs7u4xoshBCCPHNk6AkxBdUqlQpxMbGYv/+/QD+NyqU1po1a7Bx40akpKQgV65cKF26NGJjY3H48OF/fIyenh40Gk2WDUnaUZNr164hJSUFLVu2xIIFC3Dz5k24uroCACpUqID+/fuja9eu2Lt3L4yMjHD16lXo6+vrBK2Mpq1ECAAxMTF4+vQprK2tUblyZWzbtg12dnbw8PDA+fPnlWA3bdo01K5dG3PnzlXeSyGEEEJ8WRKUhPiCqlSpgmzZsmHZsmW4f/++crt2xCE6Oho3b95EuXLllJDzMccAWXOKVtqQNHbsWPTo0QNHjx6Fvr4+GjdujBkzZuDWrVtKWLKzs8OoUaNw7NgxbN26VRlFyyznTlJpy8SJE+Hh4QF7e3v07NkT69evR7Zs2bBnzx7Y29vDxcUFixYtQoMGDbBmzRoYGxsrz5NZzkcIIYT4lkgxByG+sODgYHTr1g2tWrWCv78/KlWqBACIjIxEz549ER0djYiICJ3Q8zHHZGUjR45EYGAglixZglq1aiFfvnwAUjeQDQ8Ph5+fH2xsbLB7926d4zJLoQOm2fQXAMaNG4cFCxZg8uTJiI+Px6FDh/D48WN07twZfn5+AICOHTvi9u3bylozQ0PDTHM+QgghxLdIgpIQX5harUZgYCB8fX1RoEABODg4QKPRICoqChqNBsePH09Xqe5jjsmqzp07h1atWmHFihVo0KABYmNj8ezZM/z++++wsbFBhQoVsGfPHrRv3x69e/fGjBkzMrrJOrTvgfbf+/fvw8vLC6NGjULLli0BALdu3cLSpUtx5MgR/PTTT6hXrx4A4OnTp8ifPz9UKlWWXV8mhBBCfC3kUqUQX5i+vj569uyJU6dOoWXLltBoNChcuDA6d+6MEydOvLdS3ccck1UlJyfD2NgYefPmxa+//opRo0ahWbNm8PPzU6biubi4YM+ePZg2bVpGN1fH0KFD4ebmpvNeZM+eHY8fP8abN2+Ux5UsWRJ9+/ZFdHQ0Ll68qNxeoEABpciHhCQhhBAiY8mIkhCZzMeMCmXVkaT3TS178eIFKlasiHz58uHatWvw8fFBkyZNULp0abRs2RJjx45V9k4CMs+5JycnY8GCBdiwYQNsbGwQFBQEAwMDPH78GJ6enqhfvz5++OEHGBoaKtPyWrRogQIFCmD58uUZ3HohhBBCvEsuWQqRgd5dywL8fUnrjzkmM0obks6fPw8gde8kOzs7nD9/Hrt370ahQoXg7OyMbNmyAQDy5MmTbm+kzHLuhoaG8PX1hYmJCdasWYMuXbpgzZo1sLS0RPfu3dGvXz8UKVIEXbt2Rc6cOREbG4snT56gevXqGd10IYQQQryHjCgJIb64tGFv+PDh2LRpE1JSUvDq1Sv07dsXQ4YMQaFChQAAcXFxiImJQbdu3fDs2TOcOnUq04QjrbShb9++fdi9ezeWL18Ob29vLFmyBIaGhpg6dSpGjx4Nd3d3mJiY4MGDB3j+/Dn++OMPmWYnhBBCZEISlIQQGWbOnDmYPHkyQkJCYGZmhqtXr6J///7w9PTEpEmTULBgQcyYMQObN2+GkZERjhw5kqmLVgwePBgRERGoWLEi/vjjDzx69AgNGzbE6tWrYWhoiK1bt+Lnn39GZGQkihUrhqlTp8LAwEAKNwghhBCZkAQlIUSGadu2LaytrTFr1izltkOHDqF58+aYMmUK/Pz88OjRI+zYsQN9+vSBvr5+pg0Vhw4dQocOHRAaGoqaNWtCo9Fgzpw5WLNmDezt7REUFARDQ0MkJyfD0NBQOS6zno8QQgjxrZOqd0KIL06j0SApKQkPHz5UNs5NSUlBSkoKGjZsCH9/f6xatQrR0dGwsrKCr6+vUnI7s4aK58+fw8DAAGXKlAGQuklsr1694O7uju3bt6N///5ISkrSCUlS3U4IIYTIvCQoCSE+O41Go/O1np4esmXLhmbNmiEoKEhZp6Ndt5QrVy7kzZsXJiYmOsdllul2aQfitf8vVqwYcufOjbNnzyr3mZiYoFevXjA3N8emTZswceJEned5tyiHEEIIITIPCUpCiM8qbaGDc+fO4ejRo3j48CFSUlLg6+uLOnXqoEuXLjhz5gz09fURFxeHI0eOwNLSMlMGCY1Go9MubRW+EiVKIGfOnJg/fz4uX76s3J+YmAhHR0csW7YMEyZM+OLtFUIIIcTHkTVKQogvwt/fH5s2bcKrV69QunRplCtXDitWrMCdO3cwcuRI7Ny5Ew4ODkhOToaenh7OnDkDQ0PD95ZDzwxmzJiB33//HWq1GoMHD0bNmjVx/fp1NGzYEPb29mjcuDEqVKiA6dOnw8TEBCEhIdDT08u0hSiEEEIIoUuCkhDis0g7khQaGophw4ZhyZIlyJ8/PyIiIrB69WrkyZMHO3fuhJGREbZv34579+7B1NQUXbp0yXTV4NKezw8//IAFCxbAw8MDt27dws8//4w1a9agY8eO+PPPPzF69GicP38eGo0GlpaWOHDgAAwNDd+7wa4QQgghMicJSkKIzyosLAxHjhxBjhw5MHnyZACphRv279+PUaNGwd3dHePHj08XIDLryMujR4+wcuVKNGjQALVr10Z8fDwmTJiAmTNnIjAwEJ06dUJCQgISExPx6tUrFCtWDCqVKlOFPiGEEEL8PfmrLYT4LEgiJiYGfn5+uHv3Lry8vJT7DAwM0KxZM4SGhuL48ePvPT4zhqSwsDB4enqiWLFicHV1BQAYGxsrRRq6d+8OAwMDtG/fHtmzZ0fu3LkBpI5GSUgSQgghshaZAyKE+GxMTU1x7Ngx1KlTB2fOnMGOHTuU4gcAUK1aNbx+/Rpv3rzJuEb+C9WqVUPfvn1x//59PH78GEBqCDI0NMSkSZMwdOhQeHt749ChQzrHyXQ7IYQQIuuRqXdCiM+CpLLvUWRkJDw8PGBsbIw+ffrA09MTb9++Rbt27ZA7d26EhoZmuoINH1pPFBUVBV9fX4SGhuLAgQOoWbOmUnAiOTkZK1euRM+ePWUESQghhMjiJCgJIT6Jd9cUacPD9evXYWNjg4cPH8LLywuXL19GyZIlUapUKURFRWHPnj0wMjLKVNXt0oakoKAgXLt2DbGxsWjQoAFatmyJhIQE9OzZE6Ghodi/f79OWNKSNUlCCCFE1ibzQYQQ/8m1a9cApK4p0k6r04aGkJAQ1KhRA+fOnYO1tTVCQ0NRqVIlxMfHw9PTE/v374eRkRGSkpIyTUgC/jdVbtiwYRg+fDiSk5Px9OlT+Pv7Y8iQIciePTtmz54NLy8vNG3aFBEREenaLyFJCCGEyNokKAkhPtqmTZtgZ2eHYcOGAfhfWFKpVAgLC4O3tzcmT56MSpUqQa1Wo1ChQti0aRNy5cqFNWvW4OjRo1Cr1ciWLVsGn0l64eHhCAkJQVhYGGbOnIk2bdogMjISFStWBABYWFhg/vz5qFWrFiZNmpSxjRVCCCHEJydBSQjx0e7duwdbW1v88ssv8Pf3B5Aalt6+fYsLFy5gyZIl8PX1VW5Xq9WwsrJCWFgY3r59C39/fxw7diwjT+GDIiMjUbhwYTg6OiIkJAQ9evTA7Nmz0blzZ7x9+xbHjh1D7ty5ERwcjP3792d0c4UQQgjxiUlQEkJ8tBw5csDc3BwtW7bE7t27lbCUK1cu9OzZE927d9d5vDYsFS5cGJs2bYKJiQmKFSuWAS3/ewYGBihcuDD27t0LHx8fTJ8+HX379gUAHDx4EGFhYXjx4gVMTU2hp6cHjUaTwS0WQgghxKckQUkI8dEqVKgAGxsb+Pn5oVOnTti/fz8GDx4MJycn/P777zqlwLW0Yalo0aI4ePAgihYtmgEt/3uOjo7YsmUL3NzcMH/+fCUkxcfHY8mSJXj16hXy5s2rPF5KgAshhBBfF1ltLIT4aMWKFcPJkycRHR2tjCZNmTIFRkZGaNiwoRKK3t08Vvt1Zg4XZcuWxfr169GlSxdcvXoVERERIIkpU6bg6dOn2LVrF1QqVaaq1ieEEEKIT0fKgwshPoparUZUVBScnZ0RERGBfPnywc7ODgkJCTAyMoKnpyemTJmS0c38T9RqNTZv3oyhQ4cCAAoWLIhChQph69atMDQ0fG8IFEIIIcTXQYKSEOJvvX79Gm/evMGzZ89gYmICOzs75b6ePXvC1dUVkyZNQp48ebB48WLs3LkT06dPx/jx49G/f/8MbPmn8fz5c7x58wZGRkYoXLgwVCqV7JMkhBBCfOXkr7wQ4i/t2LEDq1atwqlTp/Dq1SuQhK+vLwYOHIgSJUpArVajbdu2aNy4MdauXYv8+fPD3NwcBQsWhLe3d0Y3/5OwsLCAhYWF8rVGo5GQJIQQQnzlZERJCPFBK1aswKhRozBgwAA4OjrCxMQE+/fvx7Rp09CgQQOsWLECxsbGmDFjBnx9fWFpaZnuOWR6mhBCCCGyIglKQoj3WrFiBfr27YvNmzfDy8tL576dO3eiffv2aNWqFdasWZNBLRRCCCGE+HwkKAkh0tmzZw+aN2+O9evXo0OHDgCQrrrbsmXL0LdvX+zatQvNmjXLqKYKIYQQQnwWmbc2rxAiw+TLlw/GxsbYv38/oqKiACBdCWxXV1cUKFAAd+/ezYAWCiGEEEJ8XhKUhBA6kpKS4OjoiEOHDmHHjh3o3bs3oqOjlfu1g9CFCxeGWq1GSkpKRjVVCCGEEOKzkaAkhAAAHDx4EGPHjkWfPn1w79491KhRA3v27MGBAwfQq1cvJSxpR5Z+/fVXlCxZEk5OThnZbCGEEEKIz0KCkhACq1atQq9evZCcnIzGjRujaNGiAJAuLL158wYAkJKSgqlTp8LKygpVqlTJwJYLIYQQQnweUsxBiG/c1q1b0a1bN6xatQqtW7dOtxYJAE6ePIlmzZrB1dUVS5YsQYcOHXD37l2cP38eBgYG0Gg00NOT6y5CCCGE+HpIUBLiGxYdHY127dqhcuXKmDx58l8+9uTJk2jevDlevXoFW1tb/PHHHzA0NERKSopsviqEEEKIr45cAhbiGxYdHY0zZ858cPqcRqMBAMTGxqJGjRoIDQ1F69atJSQJIYQQ4qsnQUmIb1hCQgKSk5OVaXPvDjDr6enh2bNnGDBgACIjI1G7dm1s3rxZQpIQQgghvnoSlIT4huXOnRsAsG/fPgDp90oCgFOnTiExMVF5rJaEJCGEEEJ8zSQoCfGNIgkLCwsEBARg6dKlWLhwIYD/TbcDgMTERAQFBcHU1BQ5cuTIqKYKIYQQQnxxcklYiG/Eu5XptKNHbdq0wYULFzBgwAC8fPkSbdq0QeHChXH69GlMnToVT548QXBwMFQqFUi+d9RJCCGEEOJrI1XvhPjKde7cGQMGDICjo+MHy3hfvXoVK1aswNy5c5E7d27Ex8ejTJkysLS0RFhYGAwNDaFWq6Gvr58BZyCEEEII8eVJUBLiK/bmzRt4eXnh/PnzOHToECpWrPiXex5duXIFFy5cQHx8PCpUqICKFStCT09PCjcIIYQQ4psjQUmIrxhJPHv2DP3798eBAwfw888/fzAsfShAyWayQgghhPgWSVAS4iuVdhTo4sWL+O6773D79m3s3bsXDg4OEoCEEEIIIf6C9JKE+EppQ9Lo0aMxcOBAAMCjR49Qr149/PHHH9DT09OpcCeEEEIIIf5HRpSE+IqtWLEC33//Pfbv34/ixYvj1q1bmDx5Mk6cOIEjR4787ZolIYQQQohvlfSOhPiK3bp1C02aNIGTkxMKFiyIWrVqYeHChahQoQKaNm2KK1euQE9PD3K9RAghhBBClwQlIb5ienp6+P3335WvSaJ48eLw9vbG06dP4eDggOvXr8veSEIIIYQQ75CgJMRX4ENrjby8vJA7d25MmDABMTExSiAqVqwYfHx8MHHiRJQsWfJLNlUIIYQQIkuQjVGEyOLSrjEKDg7GjRs3QBLOzs6oX78+PDw8sH//fkRFReH7779HSkoK5s+fD0tLS4waNQoAZJ8kIYQQQoh3SDEHIb4Sw4YNw9q1a+Hm5obHjx/jypUr8PPzg6+vLyZNmoS9e/fi9OnTKFWqFIyNjXH69GkYGhqCpEy9E0IIIYR4hwQlIb4CYWFhGDBgADZv3ozq1atj3bp16NWrF5YtW4bOnTtDo9EgKSkJhw4dgomJCWrVqgV9fX0ZSRJCCCGE+ADpIQmRBWlHgbT/3r59G/b29qhevTpCQkLg6+uL2bNno3PnzoiOjsb169dRrVo1uLm5Kc+hVqslJAkhhBBCfIAUcxAiC9JOlbt37x4AIFu2bChWrBj27dsHHx8fTJ8+HX379gUA7N+/H7t378br1691nkNfX//LNloIIYQQIguRqXdCZCEhISEwNjaGm5sb/P398ejRI2zcuBHHjh2Ds7MzACAwMBBdu3YFAMTFxaFly5YoWbIkFi1alJFNF0IIIYTIUmTejRBZRGJiIg4dOoSlS5fCy8sL4eHhOH78OACgdu3aWLx4Mb777ju8evUKp06dAkmMHTsWT58+xe7duwFACjcIIYQQQvxDMqIkRBZjY2ODW7duYe7cuejfv79SkCE2NhbLly/HxIkTYWhoCCsrK1hYWGDnzp0wNDSEWq2W6XZCCCGEEP+QBCUhspDY2Fh07doVKpUKO3bswLZt29C8eXNof4xVKhXu3LmDmJgYGBkZoXTp0tDT05PqdkIIIYQQ/5IEJSEysbSbyaYVFxeHoUOHYvny5UpY0vrzzz9RqlSpv30OIYQQQgjxYXKJWYhMKm3AiYiIQFJSEtRqNZo2bYocOXJg8uTJUKlUaN26NTZs2IDGjRvDx8cH+fLlw5IlS5TnkZAkhBBCCPHvSVASIhMiqQSckSNHYuPGjTA2NsaTJ0/Qtm1bzJgxA2ZmZpg8eTKyZcuG1q1bo1y5ckhMTMTFixczuPVCCCGEEFmfTL0TIhObOnUq5syZg9DQUNSoUQPTpk3DiBEj4O3tjUWLFsHU1BQAcPDgQbx48QJt2rSBvr6+rEkSQgghhPiPJCgJkUndvXsXAQEB6NChAzw9PbFjxw5069YNvXr1wvLly9G8eXPMnTsX5ubmOsdJdTshhBBCiP9OLjkLkQklJyfD0tISbm5uqFevHk6ePImBAwdi0qRJ6N+/P4yMjDB58mS8efMGGzduRK5cuZRjJSQJIYQQQvx3sspbiExmypQpmDp1KoyMjNCuXTuYmZlh3759qFq1Krp06QIAMDMzQ9u2bUESOXLkyOAWCyGEEEJ8fSQoCZHJ6OnpYeHChbh79y6MjIyg0Whw+fJlvH79GiYmJoiPj8cvv/yCpk2bYteuXdDT04NGo8noZgshhBBCfFUkKAmRybRo0QJlypTB4cOHAaQGJ19fXxw7dgxVq1ZFlSpVcOfOHXTs2FE5RkqACyGEEEJ8WlLMQYhMIDExEUZGRsrXvXr1wtGjR3H16lWoVCoAwPHjx7Flyxbky5cPw4cPh4GBgRRuEEIIIYT4TCQoCfGFDRw4EIMHD0axYsUAAMuXL8fFixfRv39/2NjYAACioqJQo0YN+Pj4YNiwYSCpBCYtKQEuhBBCCPH5yHwdIb6gZ8+e4eLFi7C2tlZuu3nzJq5evYpKlSph7Nix2LdvH3Lnzo2GDRvi9OnTSElJgUqlwrvXNCQkCSGEEEJ8PjKiJMQXotFodNYSrV69GvXq1UPRokUBpI4sbd68GTdv3kTLli1hZ2eHPn36IDg4GG3bts2oZgshhBBCfJMkKAnxBZCERqNR1hPFxsbCzMwMNWrUwMqVK1GmTBkAwIMHD3Dz5k34+fnBwsICR44cQc+ePbFs2bKMbL4QQgghxDdHgpIQX8D9+/dRpEgRAEBISAiaN2+O58+fo0aNGrC1tcX8+fNha2urPD4+Ph4HDx7E6dOnMWbMGJlmJ4QQQgjxhUlQEuIzO3XqFNq3b4/Fixfj4MGDWLFiBc6ePYvixYvj4cOHqFq1Kuzt7bFw4UKULVv2vc8hhRuEEEIIIb4sCUpCfGbnz5/H4sWLsW3bNqSkpOD8+fMoXLiwUhJcG5YcHBywcOFCpfKdEEIIIYTIOFL1TojPRHsNokKFCihWrBhevHgBMzMzXLhwAQBgZGSEpKQkWFtb4/Tp07h69SratGmD+/fvZ2SzhRBCCCEEJCgJ8VloNBpl36Pnz5+jZs2aOHjwIFxdXeHv74+QkBAAgKGhIdRqNaytrfHbb7+hePHisLKyysimCyGEEEIIALLoQYhPLG0Z8IkTJ+L+/fvo2bMnnJ2dYW5ujqSkJIwZMwZ6enrw8vKCvr4+FixYgK5du2LHjh0AALVarVTIE0IIIYQQX56sURLiMxkxYgRWrVqFWbNmoUGDBrC0tASQumZp4cKFOHToEHr06IHjx4/jzz//xNWrV3X2WRJCCCGEEBlHRpSE+AxOnjyJTZs2ISQkBHXq1AGQumZJpVKhQoUK+P7775E3b14EBwejePHiuHTpEvT09NJtSiuEEEIIITKGjCgJ8Rns27cP/fv3x/Hjx5E/f36oVColKKnVaujp6UGlUiEmJga5cuWCSqWSEuBCCCGEEJmIXLoW4jOIi4vDvXv3kJiYqIQjbXGHiIgInDhxAmq1GiYmJlCpVNBoNBKShBBCCCEyEQlKQvwHGo3mvbfXrFkTjo6OGDhwIB48eKAUZkhISMCPP/6IiIgInWINMt1OCCGEECJzkal3QnyktOuJDh48iLdv30JfXx/u7u4AgMDAQAQFBSElJQUjRozAmzdvsG7dOjx58gSnT5+WESQhhBBCiExMgpIQH0G73ghIrW63du1a5M+fH9euXUObNm0wefJkWFtbY/fu3QgMDMT+/ftRpkwZFC5cGJs3b1b2T5IS4EIIIYQQmZMEJSH+g+nTp2POnDkIDQ2Fo6MjFixYgIEDB8LDwwNz585FkSJFAAD37t2Dubm5FG4QQgghhMgiZGGEEB8pMjISV65cwezZs+Ho6Iht27Zh7NixGD16NCIiIvD999/j6tWrAICiRYtK4QYhhBBCiCxEemtCfCRzc3N4eHigfv36OH36NIYMGYLx48dj4MCBMDMzg7+/P6KiohAUFARra2vlOCncIIQQQgiR+UmPTYiPlD17djRv3hxmZmY4ePAg7O3t0bVrVwBAtmzZ0KlTJxgaGqJQoUIZ3FIhhBBCCPFvSVAS4j/QTqG7ceMGoqKioFKpkJCQgH379sHNzQ179+6Fnp7eB8uICyGEEEKIzEmKOQjxCZw8eRLOzs6wsbFBYmIismfPjrNnz8paJCGEEEKILEqCkhCfyNmzZ7Ft2zaYmppi8ODBMDAwkOp2QgghhBBZlAQlIT4TCUlCCCGEEFmXBCUhhBBCCCGEeIcUcxBCCCGEEEKId0hQEkIIIYQQQoh3SFASQgghhBBCiHdIUBJCCCGEEEKId0hQEkIIIYQQQoh3SFASQgghhBBCiHdIUBJCCCGEEEKId0hQEkIIIYQQQoh3SFASQgghhBBCiHdIUBJCCCGEEEKId0hQEkIIIYQQQoh3/B/QYLgm12ketAAAAABJRU5ErkJggg==", "text/plain": [ "
" ] @@ -1449,60 +1300,18 @@ "cell_type": "code", "execution_count": 28, "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/usr/local/lib/python3.10/dist-packages/sklearn/metrics/_scorer.py:610: FutureWarning: The `needs_threshold` and `needs_proba` parameter are deprecated in version 1.4 and will be removed in 1.6. You can either let `response_method` be `None` or set it to `predict` to preserve the same behaviour.\n", - " warnings.warn(\n", - "/usr/local/lib/python3.10/dist-packages/sklearn/metrics/_classification.py:1531: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 in labels with no predicted samples. Use `zero_division` parameter to control this behavior.\n", - " _warn_prf(average, modifier, f\"{metric.capitalize()} is\", len(result))\n", - "/usr/local/lib/python3.10/dist-packages/sklearn/metrics/_classification.py:1531: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 in labels with no predicted samples. Use `zero_division` parameter to control this behavior.\n", - " _warn_prf(average, modifier, f\"{metric.capitalize()} is\", len(result))\n", - "/usr/local/lib/python3.10/dist-packages/sklearn/metrics/_classification.py:1531: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 in labels with no predicted samples. Use `zero_division` parameter to control this behavior.\n", - " _warn_prf(average, modifier, f\"{metric.capitalize()} is\", len(result))\n", - "/usr/local/lib/python3.10/dist-packages/sklearn/metrics/_classification.py:1531: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 in labels with no predicted samples. Use `zero_division` parameter to control this behavior.\n", - " _warn_prf(average, modifier, f\"{metric.capitalize()} is\", len(result))\n", - "/usr/local/lib/python3.10/dist-packages/sklearn/metrics/_classification.py:1531: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 in labels with no predicted samples. Use `zero_division` parameter to control this behavior.\n", - " _warn_prf(average, modifier, f\"{metric.capitalize()} is\", len(result))\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Cross-validation metrics:\n", - "accuracy: 0.834 (+/- 0.021)\n", - "precision: 0.790 (+/- 0.052)\n", - "recall: 0.675 (+/- 0.031)\n", - "f1_score: 0.703 (+/- 0.037)\n", - "roc_auc: 0.990 (+/- 0.007)\n" - ] - } - ], + "outputs": [], "source": [ - "results_10m_bnmo2, cm_10m_bnmo2 = run_benchmark(infer_Xs_10m_bnmo2, integer_labels, use_pca=False)" + "# results_10m_bnmo2, cm_10m_bnmo2 = run_benchmark(infer_Xs_10m_bnmo2, integer_labels, use_pca=False)" ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, - "outputs": [ - { - "data": { - "image/png": "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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ - "plot_cm(cm_10m_bnmo2)" + "# plot_cm(cm_10m_bnmo2)" ] }, { @@ -1514,10 +1323,123 @@ "name": "stderr", "output_type": "stream", "text": [ - "/usr/local/lib/python3.10/dist-packages/sklearn/metrics/_scorer.py:610: FutureWarning: The `needs_threshold` and `needs_proba` parameter are deprecated in version 1.4 and will be removed in 1.6. You can either let `response_method` be `None` or set it to `predict` to preserve the same behaviour.\n", + "/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_classification.py:1565: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 in labels with no predicted samples. Use `zero_division` parameter to control this behavior.\n", + " _warn_prf(average, modifier, f\"{metric.capitalize()} is\", len(result))\n", + "/usr/local/lib/python3.12/dist-packages/sklearn/model_selection/_validation.py:978: UserWarning: Scoring failed. The score on this train-test partition for these parameters will be set to nan. Details: \n", + "Traceback (most recent call last):\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_scorer.py\", line 140, in __call__\n", + " score = scorer._score(\n", + " ^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_scorer.py\", line 388, in _score\n", + " return self._sign * self._score_func(y_true, y_pred, **scoring_kwargs)\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/utils/_param_validation.py\", line 216, in wrapper\n", + " return func(*args, **kwargs)\n", + " ^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_ranking.py\", line 635, in roc_auc_score\n", + " return _multiclass_roc_auc_score(\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_ranking.py\", line 707, in _multiclass_roc_auc_score\n", + " if not np.allclose(1, y_score.sum(axis=1)):\n", + " ^^^^^^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py\", line 49, in _sum\n", + " return umr_sum(a, axis, dtype, out, keepdims, initial, where)\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + "numpy.exceptions.AxisError: axis 1 is out of bounds for array of dimension 1\n", + "\n", + " warnings.warn(\n", + "/usr/local/lib/python3.12/dist-packages/sklearn/model_selection/_validation.py:978: UserWarning: Scoring failed. The score on this train-test partition for these parameters will be set to nan. Details: \n", + "Traceback (most recent call last):\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_scorer.py\", line 140, in __call__\n", + " score = scorer._score(\n", + " ^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_scorer.py\", line 388, in _score\n", + " return self._sign * self._score_func(y_true, y_pred, **scoring_kwargs)\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/utils/_param_validation.py\", line 216, in wrapper\n", + " return func(*args, **kwargs)\n", + " ^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_ranking.py\", line 635, in roc_auc_score\n", + " return _multiclass_roc_auc_score(\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_ranking.py\", line 707, in _multiclass_roc_auc_score\n", + " if not np.allclose(1, y_score.sum(axis=1)):\n", + " ^^^^^^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py\", line 49, in _sum\n", + " return umr_sum(a, axis, dtype, out, keepdims, initial, where)\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + "numpy.exceptions.AxisError: axis 1 is out of bounds for array of dimension 1\n", + "\n", + " warnings.warn(\n", + "/usr/local/lib/python3.12/dist-packages/sklearn/model_selection/_validation.py:978: UserWarning: Scoring failed. The score on this train-test partition for these parameters will be set to nan. Details: \n", + "Traceback (most recent call last):\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_scorer.py\", line 140, in __call__\n", + " score = scorer._score(\n", + " ^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_scorer.py\", line 388, in _score\n", + " return self._sign * self._score_func(y_true, y_pred, **scoring_kwargs)\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/utils/_param_validation.py\", line 216, in wrapper\n", + " return func(*args, **kwargs)\n", + " ^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_ranking.py\", line 635, in roc_auc_score\n", + " return _multiclass_roc_auc_score(\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_ranking.py\", line 707, in _multiclass_roc_auc_score\n", + " if not np.allclose(1, y_score.sum(axis=1)):\n", + " ^^^^^^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py\", line 49, in _sum\n", + " return umr_sum(a, axis, dtype, out, keepdims, initial, where)\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + "numpy.exceptions.AxisError: axis 1 is out of bounds for array of dimension 1\n", + "\n", + " warnings.warn(\n", + "/usr/local/lib/python3.12/dist-packages/sklearn/model_selection/_validation.py:978: UserWarning: Scoring failed. The score on this train-test partition for these parameters will be set to nan. Details: \n", + "Traceback (most recent call last):\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_scorer.py\", line 140, in __call__\n", + " score = scorer._score(\n", + " ^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_scorer.py\", line 388, in _score\n", + " return self._sign * self._score_func(y_true, y_pred, **scoring_kwargs)\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/utils/_param_validation.py\", line 216, in wrapper\n", + " return func(*args, **kwargs)\n", + " ^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_ranking.py\", line 635, in roc_auc_score\n", + " return _multiclass_roc_auc_score(\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_ranking.py\", line 707, in _multiclass_roc_auc_score\n", + " if not np.allclose(1, y_score.sum(axis=1)):\n", + " ^^^^^^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py\", line 49, in _sum\n", + " return umr_sum(a, axis, dtype, out, keepdims, initial, where)\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + "numpy.exceptions.AxisError: axis 1 is out of bounds for array of dimension 1\n", + "\n", " warnings.warn(\n", - "/usr/local/lib/python3.10/dist-packages/sklearn/metrics/_classification.py:1531: UndefinedMetricWarning: Precision is ill-defined and being set to 0.0 in labels with no predicted samples. Use `zero_division` parameter to control this behavior.\n", - " _warn_prf(average, modifier, f\"{metric.capitalize()} is\", len(result))\n" + "/usr/local/lib/python3.12/dist-packages/sklearn/model_selection/_validation.py:978: UserWarning: Scoring failed. The score on this train-test partition for these parameters will be set to nan. Details: \n", + "Traceback (most recent call last):\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_scorer.py\", line 140, in __call__\n", + " score = scorer._score(\n", + " ^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_scorer.py\", line 388, in _score\n", + " return self._sign * self._score_func(y_true, y_pred, **scoring_kwargs)\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/utils/_param_validation.py\", line 216, in wrapper\n", + " return func(*args, **kwargs)\n", + " ^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_ranking.py\", line 635, in roc_auc_score\n", + " return _multiclass_roc_auc_score(\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/sklearn/metrics/_ranking.py\", line 707, in _multiclass_roc_auc_score\n", + " if not np.allclose(1, y_score.sum(axis=1)):\n", + " ^^^^^^^^^^^^^^^^^^^\n", + " File \"/usr/local/lib/python3.12/dist-packages/numpy/core/_methods.py\", line 49, in _sum\n", + " return umr_sum(a, axis, dtype, out, keepdims, initial, where)\n", + " ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n", + "numpy.exceptions.AxisError: axis 1 is out of bounds for array of dimension 1\n", + "\n", + " warnings.warn(\n" ] }, { @@ -1525,11 +1447,11 @@ "output_type": "stream", "text": [ "Cross-validation metrics:\n", - "accuracy: 0.906 (+/- 0.014)\n", - "precision: 0.916 (+/- 0.023)\n", - "recall: 0.820 (+/- 0.013)\n", - "f1_score: 0.845 (+/- 0.014)\n", - "roc_auc: 0.993 (+/- 0.005)\n" + "accuracy: 0.905 (+/- 0.015)\n", + "precision: 0.912 (+/- 0.025)\n", + "recall: 0.819 (+/- 0.015)\n", + "f1_score: 0.843 (+/- 0.016)\n", + "roc_auc: nan (+/- nan)\n" ] } ], @@ -1544,7 +1466,7 @@ "outputs": [ { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -1566,12 +1488,12 @@ "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_47840/3301380888.py:42: FutureWarning: \n", + "/tmp/ipykernel_5543/808009756.py:42: FutureWarning: \n", "\n", "Passing `palette` without assigning `hue` is deprecated and will be removed in v0.14.0. Assign the `x` variable to `hue` and set `legend=False` for the same effect.\n", "\n", " sb.barplot(x='model', y='f1_score_mean', data=df, capsize=0.2, palette='viridis', ax=ax)\n", - "/tmp/ipykernel_47840/3301380888.py:53: FutureWarning: \n", + "/tmp/ipykernel_5543/808009756.py:53: FutureWarning: \n", "\n", "Passing `palette` without assigning `hue` is deprecated and will be removed in v0.14.0. Assign the `x` variable to `hue` and set `legend=False` for the same effect.\n", "\n", @@ -1580,7 +1502,7 @@ }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -1590,7 +1512,7 @@ }, { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAA1cAAAQNCAYAAACxcLDvAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjkuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8hTgPZAAAACXBIWXMAAA9hAAAPYQGoP6dpAADZ8UlEQVR4nOzde1xU1f7/8feAMqAmasjNSLylWQqFSZTdTpOgZlppaJ2DckyL5ByLUxam4K2wG9HFokzSrtLF/HZOfjGdok5fUQsys9LUNLzNCBaglKCwf3/0c3ICTHTriLyej8d+HGfttdb+LJqjvt171lgMwzAEAAAAADghXp4uAAAAAADOBIQrAAAAADAB4QoAAAAATEC4AgAAAAATEK4AAAAAwASEKwAAAAAwAeEKAAAAAExAuAIAAAAAExCuAAAAAMAEhCsAAJq58PBwjR071tNlAECTR7gCgDPAc889J4vFoujoaE+X0iQ5nU7de++96tWrl1q1aqXWrVsrKipKs2fPVllZmafLAwA0ERbDMAxPFwEAODGXX365du3apW3btmnTpk3q3r27p0tqMj7//HMNHjxY+/fv11//+ldFRUVJkr744gstWrRIl112mT788EMPV3lyVVVVycvLSy1btvR0KQDQpBGuAKCJ27p1q7p27arFixfrjjvu0MSJE5Wenu7psupVWVmp1q1be7oMl7KyMl144YU6dOiQ8vPz1atXL7fzTqdT8+bN09SpUz1U4cljGIYOHDggPz8/T5cCAGcMHgsEgCbu9ddfV/v27TVkyBCNGDFCr7/+er39ysrKdM899yg8PFxWq1XnnHOOEhISVFpa6upz4MABTZ8+Xeedd558fX0VEhKim266SVu2bJEk5efny2KxKD8/323ubdu2yWKxaMGCBa62sWPHqk2bNtqyZYsGDx6ss846S7fddpsk6b///a9Gjhypc889V1arVWFhYbrnnnv066+/1ql7w4YNuuWWW9SxY0f5+fmpZ8+eevDBByVJH3/8sSwWi957770649544w1ZLBYVFBQ0+LN74YUXtHPnTmVmZtYJVpIUFBRUJ1g999xzuuCCC2S1WhUaGqqJEyfWeXTw6quv1oUXXqh169bpqquuUqtWrdS9e3e98847kqRPPvlE0dHRrvWsWLHCbfz06dNlsVhca2/btq3OPvtsTZo0SQcOHHDr+/LLL+svf/mLAgMDZbVa1bt3bz3//PN11hIeHq7rr79ey5YtU79+/eTn56cXXnjBde7Iz1wdPHhQM2bMUI8ePeTr66uzzz5bAwYM0PLly93m/Oijj3TFFVeodevWateunYYNG6bvvvuu3rVs3rxZY8eOVbt27eTv76/ExET98ssv9fxXAYCmi3AFAE3c66+/rptuukk+Pj4aPXq0Nm3apM8//9ytz/79+3XFFVfomWee0cCBA/XUU0/pzjvv1IYNG7Rjxw5JUk1Nja6//nrNmDFDUVFReuKJJzRp0iSVl5dr/fr1x1XboUOHFBsbq8DAQD3++OO6+eabJUlvv/22fvnlFyUlJemZZ55RbGysnnnmGSUkJLiNX7dunaKjo/XRRx9p/PjxeuqppzR8+HD9+9//lvRbiAkLC6s3UL7++uvq1q2bYmJiGqzv/fffl5+fn0aMGHFM65k+fbomTpyo0NBQPfHEE7r55pv1wgsvaODAgTp48KBb359//lnXX3+9oqOj9eijj8pqtWrUqFHKzc3VqFGjNHjwYM2ZM0eVlZUaMWKE9u3bV+d6t9xyiw4cOKCMjAwNHjxYTz/9tCZMmODW5/nnn1fnzp01ZcoUPfHEEwoLC9Ndd92luXPn1plv48aNGj16tK677jo99dRTioyMbHCdM2bM0DXXXKNnn31WDz74oM4991wVFRW5+qxYsUKxsbHas2ePpk+frpSUFK1cuVKXX365tm3bVu9a9u3bp4yMDN1yyy1asGCBZsyYcQw/dQBoQgwAQJP1xRdfGJKM5cuXG4ZhGLW1tcY555xjTJo0ya1fWlqaIclYvHhxnTlqa2sNwzCMnJwcQ5KRmZnZYJ+PP/7YkGR8/PHHbue3bt1qSDJefvllV9uYMWMMScYDDzxQZ75ffvmlTltGRoZhsViMH3/80dV25ZVXGmeddZZb25H1GIZhpKamGlar1SgrK3O17dmzx2jRooWRnp5e5zpHat++vREREXHUPkfO6ePjYwwcONCoqalxtT/77LOGJCMnJ8fVdtVVVxmSjDfeeMPVtmHDBkOS4eXlZaxatcrVvmzZsjo/u/T0dEOSccMNN7jVcNdddxmSjK+++srVVt/PMjY21ujatatbW+fOnQ1JRl5eXp3+nTt3NsaMGeN6HRERYQwZMuQoPw3DiIyMNAIDA429e/e62r766ivDy8vLSEhIqLOWv//9727jb7zxRuPss88+6jUAoKnhzhUANGGvv/66goKCdM0110iSLBaL4uPjtWjRItXU1Lj6vfvuu4qIiNCNN95YZw6LxeLqExAQoH/84x8N9jkeSUlJddqO/JxPZWWlSktLddlll8kwDH355ZeSpJKSEn366af6+9//rnPPPbfBehISElRVVeV65E6ScnNzdejQIf31r389am0VFRU666yzjmkdK1asUHV1te6++255ef3+x+f48ePVtm1bffDBB27927Rpo1GjRrle9+zZU+3atdP555/vtqvj4V//8MMPda45ceJEt9eH/9ssXbrU1Xbkz7K8vFylpaW66qqr9MMPP6i8vNxtfJcuXRQbG/una23Xrp2++eYbbdq0qd7zu3fv1tq1azV27Fh16NDB1d63b19dd911bvUdduedd7q9vuKKK7R3715VVFT8aT0A0FQQrgCgiaqpqdGiRYt0zTXXaOvWrdq8ebM2b96s6OhoOZ1O2e12V98tW7bowgsvPOp8W7ZsUc+ePdWiRQvTamzRooXOOeecOu3FxcWuv5i3adNGHTt21FVXXSVJrkBwOGz8Wd29evXSJZdc4vZo4Ouvv65LL730T3dNbNu2bb2P49Xnxx9/lPRbSDqSj4+Punbt6jp/2DnnnFMnlPr7+yssLKxOm/TbY4R/1KNHD7fX3bp1k5eXl9tjd//3f/8nm83m+txTx44dNWXKFEmqN1wdi5kzZ6qsrEznnXee+vTpo/vuu0/r1q1znW/oZyFJ559/vkpLS1VZWenW/seA3L59e0n1rxsAmirCFQA0UR999JF2796tRYsWqUePHq7jlltukaQGN7Y4EQ3dwTryLtmRrFar212ew32vu+46ffDBB7r//vu1ZMkSLV++3LUZRm1tbaPrSkhI0CeffKIdO3Zoy5YtWrVq1Z/etZJ+C2bff/+9qqurG33NP+Pt7d2oduMYNu/9489/y5Ytuvbaa1VaWqrMzEx98MEHWr58ue655x5JdX+Wx7oz4JVXXqktW7YoJydHF154oV566SVdfPHFeumll45pfH1OZN0A0FSY98+TAIBT6vXXX1dgYGC9GxcsXrxY7733nrKzs+Xn56du3br96aYU3bp10+rVq3Xw4MEGv+/o8N2GP+6O98e7Nkfz9ddf6/vvv9fChQvdNrD44050Xbt2laRj2kxj1KhRSklJ0Ztvvqlff/1VLVu2VHx8/J+OGzp0qAoKCvTuu+9q9OjRR+3buXNnSb9tCnG4Nkmqrq7W1q1bZbPZ/vR6jbVp0ya3u02bN29WbW2twsPDJUn//ve/VVVVpffff9/tztDHH398wtfu0KGDEhMTlZiYqP379+vKK6/U9OnTdfvtt7v9LP5ow4YNCggIOK223AeAU4U7VwDQBP36669avHixrr/+eo0YMaLOkZycrH379un999+XJN1888366quv6t2y/PCdg5tvvlmlpaV69tlnG+zTuXNneXt769NPP3U7/9xzzx1z7YfvYBx5x8IwDD311FNu/Tp27Kgrr7xSOTk5Ki4urreewwICAjRo0CC99tprev311xUXF6eAgIA/reXOO+9USEiI/vWvf+n777+vc37Pnj2aPXu2JMlms8nHx0dPP/202/Xnz5+v8vJyDRky5E+v11h/DM7PPPOMJGnQoEGS6v9ZlpeX6+WXXz6h6+7du9ftdZs2bdS9e3dVVVVJkkJCQhQZGamFCxe6Be3169frww8/1ODBg0/o+gDQVHHnCgCaoPfff1/79u3TDTfcUO/5Sy+9VB07dtTrr7+u+Ph43XfffXrnnXc0cuRI/f3vf1dUVJR++uknvf/++8rOzlZERIQSEhL0yiuvKCUlRWvWrNEVV1yhyspKrVixQnfddZeGDRsmf39/jRw5Us8884wsFou6deum//znP9qzZ88x196rVy9169ZN9957r3bu3Km2bdvq3XffrfezN08//bQGDBigiy++WBMmTFCXLl20bds2ffDBB1q7dq1b34SEBNeW6rNmzTqmWtq3b6/33ntPgwcPVmRkpP76178qKipKklRUVKQ333zTtZV7x44dlZqaqhkzZiguLk433HCDNm7cqOeee06XXHLJMT2G2Fhbt27VDTfcoLi4OBUUFOi1117TrbfeqoiICEnSwIED5ePjo6FDh+qOO+7Q/v37NW/ePAUGBmr37t3Hfd3evXvr6quvVlRUlDp06KAvvvhC77zzjpKTk119HnvsMQ0aNEgxMTEaN26cfv31Vz3zzDPy9/fX9OnTT3TpANA0eWqbQgDA8Rs6dKjh6+trVFZWNthn7NixRsuWLY3S0lLDMAxj7969RnJystGpUyfDx8fHOOecc4wxY8a4zhvGb9t6P/jgg0aXLl2Mli1bGsHBwcaIESOMLVu2uPqUlJQYN998s9GqVSujffv2xh133GGsX7++3q3YW7duXW9t3377rWGz2Yw2bdoYAQEBxvjx442vvvqqzhyGYRjr1683brzxRqNdu3aGr6+v0bNnT2PatGl15qyqqjLat29v+Pv7G7/++uux/Bhddu3aZdxzzz3GeeedZ/j6+hqtWrUyoqKijIceesgoLy936/vss88avXr1Mlq2bGkEBQUZSUlJxs8//+zW56qrrjIuuOCCOtfp3LlzvVucSzImTpzoen14+/Jvv/3WGDFihHHWWWcZ7du3N5KTk+us7f333zf69u1r+Pr6GuHh4cYjjzzi2lZ/69atf3rtw+eO3Ip99uzZRv/+/Y127doZfn5+Rq9evYyHHnrIqK6udhu3YsUK4/LLLzf8/PyMtm3bGkOHDjW+/fZbtz6H11JSUuLW/vLLL9epEQCaOoth8ElSAEDTd+jQIYWGhmro0KGaP3++p8s5IYe/xLekpOSYHm8EAJwe+MwVAOCMsGTJEpWUlLhtkgEAwKnEZ64AAE3a6tWrtW7dOs2aNUsXXXSR6/uyAAA41bhzBQBo0p5//nklJSUpMDBQr7zyiqfLAQA0Yx4NV59++qmGDh2q0NBQWSwWLVmy5E/H5Ofn6+KLL5bValX37t1dXzp5pLlz5yo8PFy+vr6Kjo7WmjVrzC8eAHBaWLBggQ4dOqQvvvhCF154oafLMcX06dNlGAaftwKAJsaj4aqyslIRERH1fgFmfbZu3aohQ4bommuu0dq1a3X33Xfr9ttv17Jly1x9cnNzlZKSovT0dBUVFSkiIkKxsbGN2iYYAAAAABrrtNkt0GKx6L333tPw4cMb7HP//ffrgw8+0Pr1611to0aNUllZmfLy8iRJ0dHRuuSSS1xfgllbW6uwsDD94x//0AMPPHBS1wAAAACg+WpSG1oUFBTIZrO5tcXGxuruu++WJFVXV6uwsFCpqamu815eXrLZbCooKGhw3qqqKte3zku/BbKffvpJZ599tiwWi7mLAAAAANBkGIahffv2KTQ0VF5eR3/wr0mFK4fDoaCgILe2oKAgVVRU6Ndff9XPP/+smpqaevts2LChwXkzMjI0Y8aMk1IzAAAAgKZv+/btOuecc47ap0mFq5MlNTVVKSkprtfl5eU699xztX37drVt29aDlQEAAADwpIqKCoWFhemss876075NKlwFBwfL6XS6tTmdTrVt21Z+fn7y9vaWt7d3vX2Cg4MbnNdqtcpqtdZpb9u2LeEKAAAAwDF9XKhJfc9VTEyM7Ha7W9vy5csVExMjSfLx8VFUVJRbn9raWtntdlcfAAAAADgZPBqu9u/fr7Vr12rt2rWSfttqfe3atSouLpb02+N6CQkJrv533nmnfvjhB02ePFkbNmzQc889p7feekv33HOPq09KSormzZunhQsX6rvvvlNSUpIqKyuVmJh4StcGAAAAoHnx6GOBX3zxha655hrX68OfexozZowWLFig3bt3u4KWJHXp0kUffPCB7rnnHj311FM655xz9NJLLyk2NtbVJz4+XiUlJUpLS5PD4VBkZKTy8vLqbHIBAAAAAGY6bb7n6nRSUVEhf39/lZeX85krAAAAoBlrTDZoUp+5AgAAAIDTFeEKAAAAAExAuAIAAAAAExCuAAAAAMAEhCsAAAAAMAHhCgAAAABMQLgCAAAAABMQrgAAAADABIQrAAAAADAB4QoAAAAATEC4AgAAAAATEK4AAAAAwASEKwAAAAAwAeEKAAAAAExAuAIAAAAAExCuAAAAAMAEhCsAAAAAMAHhCgAAAABMQLgCAAAAABMQrgAAAADABIQrAAAAADAB4QoAAAAATEC4AgAAAAATEK4AAAAAwASEKwAAAAAwAeEKAAAAAExAuAIAAAAAE3g8XM2dO1fh4eHy9fVVdHS01qxZ02DfgwcPaubMmerWrZt8fX0VERGhvLw8tz7Tp0+XxWJxO3r16nWylwEAAACgmfNouMrNzVVKSorS09NVVFSkiIgIxcbGas+ePfX2nzp1ql544QU988wz+vbbb3XnnXfqxhtv1JdffunW74ILLtDu3btdx2effXYqlgMAAACgGfNouMrMzNT48eOVmJio3r17Kzs7W61atVJOTk69/V999VVNmTJFgwcPVteuXZWUlKTBgwfriSeecOvXokULBQcHu46AgIBTsRwAAAAAzZjHwlV1dbUKCwtls9l+L8bLSzabTQUFBfWOqaqqkq+vr1ubn59fnTtTmzZtUmhoqLp27arbbrtNxcXF5i8AAAAAAI7gsXBVWlqqmpoaBQUFubUHBQXJ4XDUOyY2NlaZmZnatGmTamtrtXz5ci1evFi7d+929YmOjtaCBQuUl5en559/Xlu3btUVV1yhffv2NVhLVVWVKioq3A4AAAAAaAyPb2jRGE899ZR69OihXr16ycfHR8nJyUpMTJSX1+/LGDRokEaOHKm+ffsqNjZWS5cuVVlZmd56660G583IyJC/v7/rCAsLOxXLAQAAAHAG8Vi4CggIkLe3t5xOp1u70+lUcHBwvWM6duyoJUuWqLKyUj/++KM2bNigNm3aqGvXrg1ep127djrvvPO0efPmBvukpqaqvLzcdWzfvv34FgUAAACg2fJYuPLx8VFUVJTsdrurrba2Vna7XTExMUcd6+vrq06dOunQoUN69913NWzYsAb77t+/X1u2bFFISEiDfaxWq9q2bet2AAAAAEBjePSxwJSUFM2bN08LFy7Ud999p6SkJFVWVioxMVGSlJCQoNTUVFf/1atXa/Hixfrhhx/03//+V3FxcaqtrdXkyZNdfe6991598skn2rZtm1auXKkbb7xR3t7eGj169ClfHwAAAIDmo4UnLx4fH6+SkhKlpaXJ4XAoMjJSeXl5rk0uiouL3T5PdeDAAU2dOlU//PCD2rRpo8GDB+vVV19Vu3btXH127Nih0aNHa+/everYsaMGDBigVatWqWPHjqd6eQAAAACaEYthGIanizjdVFRUyN/fX+Xl5TwiCAAAADRjjckGTWq3QAAAAAA4XRGuAAAAAMAEhCsAAAAAMAHhCgAAAABMQLgCAAAAABMQrgAAAADABIQrAAAAADAB4QoAAAAATEC4AgAAAAATEK4AAAAAwASEKwAAAAAwAeEKAAAAAExAuAIAAAAAExCuAAAAAMAEhCsAAAAAMAHhCgAAAABMQLgCAAAAABMQrgAAAADABIQrAAAAADAB4QoAAAAATEC4AgAAAAATEK4AAAAAwASEKwAAAAAwAeEKAAAAAExAuAIAAAAAExCuAAAAAMAEhCsAAAAAMAHhCgAAAABM0MLTBcydO1ePPfaYHA6HIiIi9Mwzz6h///719j148KAyMjK0cOFC7dy5Uz179tQjjzyiuLi4454TAAAAzVPW/8V7ugScQndfnnvSr+HRO1e5ublKSUlRenq6ioqKFBERodjYWO3Zs6fe/lOnTtULL7ygZ555Rt9++63uvPNO3Xjjjfryyy+Pe04AAAAAMIPFMAzDUxePjo7WJZdcomeffVaSVFtbq7CwMP3jH//QAw88UKd/aGioHnzwQU2cONHVdvPNN8vPz0+vvfbacc1Zn4qKCvn7+6u8vFxt27Y90WUCAADgNMSdq+bleO9cNSYbeOzOVXV1tQoLC2Wz2X4vxstLNptNBQUF9Y6pqqqSr6+vW5ufn58+++yz457z8LwVFRVuBwAAAAA0hsfCVWlpqWpqahQUFOTWHhQUJIfDUe+Y2NhYZWZmatOmTaqtrdXy5cu1ePFi7d69+7jnlKSMjAz5+/u7jrCwsBNcHQAAAIDmpkntFvjUU0+pR48e6tWrl3x8fJScnKzExER5eZ3YMlJTU1VeXu46tm/fblLFAAAAAJoLj4WrgIAAeXt7y+l0urU7nU4FBwfXO6Zjx45asmSJKisr9eOPP2rDhg1q06aNunbtetxzSpLValXbtm3dDgAAAABoDI+FKx8fH0VFRclut7vaamtrZbfbFRMTc9Sxvr6+6tSpkw4dOqR3331Xw4YNO+E5AQAAAOBEePR7rlJSUjRmzBj169dP/fv3V1ZWliorK5WYmChJSkhIUKdOnZSRkSFJWr16tXbu3KnIyEjt3LlT06dPV21trSZPnnzMcwIAAADAyeDRcBUfH6+SkhKlpaXJ4XAoMjJSeXl5rg0piouL3T5PdeDAAU2dOlU//PCD2rRpo8GDB+vVV19Vu3btjnlOAAAAADgZPPo9V6crvucKAADgzMf3XDUvZ/T3XAEAAADAmYRwBQAAAAAmIFwBAAAAgAkIVwAAAABgAsIVAAAAAJiAcAUAAAAAJiBcAQAAAIAJCFcAAAAAYALCFQAAAACYgHAFAAAAACYgXAEAAACACQhXAAAAAGACwhUAAAAAmIBwBQAAAAAmIFwBAAAAgAkIVwAAAABgAsIVAAAAAJiAcAUAAAAAJiBcAQAAAIAJCFcAAAAAYALCFQAAAACYgHAFAAAAACYgXAEAAACACQhXAAAAAGACwhUAAAAAmIBwBQAAAAAmIFwBAAAAgAk8Hq7mzp2r8PBw+fr6Kjo6WmvWrDlq/6ysLPXs2VN+fn4KCwvTPffcowMHDrjOT58+XRaLxe3o1avXyV4GAAAAgGauhScvnpubq5SUFGVnZys6OlpZWVmKjY3Vxo0bFRgYWKf/G2+8oQceeEA5OTm67LLL9P3332vs2LGyWCzKzMx09bvgggu0YsUK1+sWLTy6TAAAAADNgEfvXGVmZmr8+PFKTExU7969lZ2drVatWiknJ6fe/itXrtTll1+uW2+9VeHh4Ro4cKBGjx5d525XixYtFBwc7DoCAgJOxXIAAAAANGMeC1fV1dUqLCyUzWb7vRgvL9lsNhUUFNQ75rLLLlNhYaErTP3www9aunSpBg8e7NZv06ZNCg0NVdeuXXXbbbepuLj45C0EAAAAAOTBxwJLS0tVU1OjoKAgt/agoCBt2LCh3jG33nqrSktLNWDAABmGoUOHDunOO+/UlClTXH2io6O1YMEC9ezZU7t379aMGTN0xRVXaP369TrrrLPqnbeqqkpVVVWu1xUVFSasEAAAAEBz4vENLRojPz9fDz/8sJ577jkVFRVp8eLF+uCDDzRr1ixXn0GDBmnkyJHq27evYmNjtXTpUpWVlemtt95qcN6MjAz5+/u7jrCwsFOxHAAAAABnEI/duQoICJC3t7ecTqdbu9PpVHBwcL1jpk2bpr/97W+6/fbbJUl9+vRRZWWlJkyYoAcffFBeXnWzYrt27XTeeedp8+bNDdaSmpqqlJQU1+uKigoCFgAAAIBG8didKx8fH0VFRclut7vaamtrZbfbFRMTU++YX375pU6A8vb2liQZhlHvmP3792vLli0KCQlpsBar1aq2bdu6HQAAAADQGB7dozwlJUVjxoxRv3791L9/f2VlZamyslKJiYmSpISEBHXq1EkZGRmSpKFDhyozM1MXXXSRoqOjtXnzZk2bNk1Dhw51hax7771XQ4cOVefOnbVr1y6lp6fL29tbo0eP9tg6AQAAAJz5PBqu4uPjVVJSorS0NDkcDkVGRiovL8+1yUVxcbHbnaqpU6fKYrFo6tSp2rlzpzp27KihQ4fqoYcecvXZsWOHRo8erb1796pjx44aMGCAVq1apY4dO57y9QEAAABoPixGQ8/TNWMVFRXy9/dXeXk5jwgCAACcobL+L97TJeAUuvvy3OMa15hs0KR2CwQAAACA0xXhCgAAAABMQLgCAAAAABN4dEMLAEDTETl7uqdLwCm0dup0T5cAAE0Od64AAAAAwASEKwAAAAAwAY8FAgCA08rARameLgGn0IejMjxdAmAa7lwBAAAAgAkIVwAAAABgAsIVAAAAAJiAcAUAAAAAJiBcAQAAAIAJCFcAAAAAYALCFQAAAACYgHAFAAAAACYgXAEAAACACQhXAAAAAGACwhUAAAAAmIBwBQAAAAAmIFwBAAAAgAkIVwAAAABgAsIVAAAAAJiAcAUAAAAAJiBcAQAAAIAJCFcAAAAAYALCFQAAAACYgHAFAAAAACYgXAEAAACACTwerubOnavw8HD5+voqOjpaa9asOWr/rKws9ezZU35+fgoLC9M999yjAwcOnNCcAAAAAHCiPBqucnNzlZKSovT0dBUVFSkiIkKxsbHas2dPvf3feOMNPfDAA0pPT9d3332n+fPnKzc3V1OmTDnuOQEAAADADB4NV5mZmRo/frwSExPVu3dvZWdnq1WrVsrJyam3/8qVK3X55Zfr1ltvVXh4uAYOHKjRo0e73Zlq7JwAAAAAYAaPhavq6moVFhbKZrP9XoyXl2w2mwoKCuodc9lll6mwsNAVpn744QctXbpUgwcPPu45JamqqkoVFRVuBwAAAAA0RgtPXbi0tFQ1NTUKCgpyaw8KCtKGDRvqHXPrrbeqtLRUAwYMkGEYOnTokO68807XY4HHM6ckZWRkaMaMGSe4IgAAAADNmcc3tGiM/Px8Pfzww3ruuedUVFSkxYsX64MPPtCsWbNOaN7U1FSVl5e7ju3bt5tUMQAAAIDmwmN3rgICAuTt7S2n0+nW7nQ6FRwcXO+YadOm6W9/+5tuv/12SVKfPn1UWVmpCRMm6MEHHzyuOSXJarXKarWe4IoAAAAANGceu3Pl4+OjqKgo2e12V1ttba3sdrtiYmLqHfPLL7/Iy8u9ZG9vb0mSYRjHNScAAAAAmMFjd64kKSUlRWPGjFG/fv3Uv39/ZWVlqbKyUomJiZKkhIQEderUSRkZGZKkoUOHKjMzUxdddJGio6O1efNmTZs2TUOHDnWFrD+bEwAAAABOBo+Gq/j4eJWUlCgtLU0Oh0ORkZHKy8tzbUhRXFzsdqdq6tSpslgsmjp1qnbu3KmOHTtq6NCheuihh455TgAAAAA4GSyGYRieLuJ0U1FRIX9/f5WXl6tt27aeLgcATguRs6d7ugScQmunTvfYtQcuSvXYtXHqfTgqw2PXzvq/eI9dG6fe3ZfnHte4xmSDJrVbIAAAAACcrghXAAAAAGACwhUAAAAAmIBwBQAAAAAmIFwBAAAAgAkIVwAAAABgAsIVAAAAAJiAcAUAAAAAJiBcAQAAAIAJCFcAAAAAYALCFQAAAACYgHAFAAAAACZo4ekCzlTXXzvF0yXgFPqP/WFPlwAAAAAP484VAAAAAJiAcAUAAAAAJiBcAQAAAIAJCFcAAAAAYALCFQAAAACYgHAFAAAAACYgXAEAAACACQhXAAAAAGACwhUAAAAAmIBwBQAAAAAmIFwBAAAAgAkIVwAAAABgAsIVAAAAAJiAcAUAAAAAJjgtwtXcuXMVHh4uX19fRUdHa82aNQ32vfrqq2WxWOocQ4YMcfUZO3ZsnfNxcXGnYikAAAAAmqkWni4gNzdXKSkpys7OVnR0tLKyshQbG6uNGzcqMDCwTv/Fixerurra9Xrv3r2KiIjQyJEj3frFxcXp5Zdfdr22Wq0nbxEAAAAAmj2P37nKzMzU+PHjlZiYqN69eys7O1utWrVSTk5Ovf07dOig4OBg17F8+XK1atWqTriyWq1u/dq3b38qlgMAAACgmfJouKqurlZhYaFsNpurzcvLSzabTQUFBcc0x/z58zVq1Ci1bt3arT0/P1+BgYHq2bOnkpKStHfvXlNrBwAAAIAjefSxwNLSUtXU1CgoKMitPSgoSBs2bPjT8WvWrNH69es1f/58t/a4uDjddNNN6tKli7Zs2aIpU6Zo0KBBKigokLe3d515qqqqVFVV5XpdUVFxnCsCAAAA0Fx5/DNXJ2L+/Pnq06eP+vfv79Y+atQo16/79Omjvn37qlu3bsrPz9e1115bZ56MjAzNmDHjpNcLAAAA4Mzl0ccCAwIC5O3tLafT6dbudDoVHBx81LGVlZVatGiRxo0b96fX6dq1qwICArR58+Z6z6empqq8vNx1bN++/dgXAQAAAADycLjy8fFRVFSU7Ha7q622tlZ2u10xMTFHHfv222+rqqpKf/3rX//0Ojt27NDevXsVEhJS73mr1aq2bdu6HQAAAADQGB7fLTAlJUXz5s3TwoUL9d133ykpKUmVlZVKTEyUJCUkJCg1NbXOuPnz52v48OE6++yz3dr379+v++67T6tWrdK2bdtkt9s1bNgwde/eXbGxsadkTQAAAACaH49/5io+Pl4lJSVKS0uTw+FQZGSk8vLyXJtcFBcXy8vLPQNu3LhRn332mT788MM683l7e2vdunVauHChysrKFBoaqoEDB2rWrFl81xUAAACAk8bj4UqSkpOTlZycXO+5/Pz8Om09e/aUYRj19vfz89OyZcvMLA8AAAAA/pTHHwsEAAAAgDMB4QoAAAAATEC4AgAAAAATEK4AAAAAwASEKwAAAAAwAeEKAAAAAExAuAIAAAAAExCuAAAAAMAEhCsAAAAAMAHhCgAAAABMQLgCAAAAABMQrgAAAADABIQrAAAAADAB4QoAAAAATEC4AgAAAAATEK4AAAAAwASEKwAAAAAwAeEKAAAAAExAuAIAAAAAExCuAAAAAMAEhCsAAAAAMAHhCgAAAABMQLgCAAAAABMQrgAAAADABIQrAAAAADAB4QoAAAAATEC4AgAAAAATEK4AAAAAwASnRbiaO3euwsPD5evrq+joaK1Zs6bBvldffbUsFkudY8iQIa4+hmEoLS1NISEh8vPzk81m06ZNm07FUgAAAAA0Ux4PV7m5uUpJSVF6erqKiooUERGh2NhY7dmzp97+ixcv1u7du13H+vXr5e3trZEjR7r6PProo3r66aeVnZ2t1atXq3Xr1oqNjdWBAwdO1bIAAAAANDMeD1eZmZkaP368EhMT1bt3b2VnZ6tVq1bKycmpt3+HDh0UHBzsOpYvX65WrVq5wpVhGMrKytLUqVM1bNgw9e3bV6+88op27dqlJUuWnMKVAQAAAGhOPBquqqurVVhYKJvN5mrz8vKSzWZTQUHBMc0xf/58jRo1Sq1bt5Ykbd26VQ6Hw21Of39/RUdHNzhnVVWVKioq3A4AAAAAaAyPhqvS0lLV1NQoKCjIrT0oKEgOh+NPx69Zs0br16/X7bff7mo7PK4xc2ZkZMjf3991hIWFNXYpAAAAAJo5jz8WeCLmz5+vPn36qH///ic0T2pqqsrLy13H9u3bTaoQAAAAQHPh0XAVEBAgb29vOZ1Ot3an06ng4OCjjq2srNSiRYs0btw4t/bD4xozp9VqVdu2bd0OAAAAAGgMj4YrHx8fRUVFyW63u9pqa2tlt9sVExNz1LFvv/22qqqq9Ne//tWtvUuXLgoODnabs6KiQqtXr/7TOQEAAADgeLXwdAEpKSkaM2aM+vXrp/79+ysrK0uVlZVKTEyUJCUkJKhTp07KyMhwGzd//nwNHz5cZ599tlu7xWLR3XffrdmzZ6tHjx7q0qWLpk2bptDQUA0fPvxULQsAAABAM+PxcBUfH6+SkhKlpaXJ4XAoMjJSeXl5rg0piouL5eXlfoNt48aN+uyzz/Thhx/WO+fkyZNVWVmpCRMmqKysTAMGDFBeXp58fX1P+noAAAAANE8eD1eSlJycrOTk5HrP5efn12nr2bOnDMNocD6LxaKZM2dq5syZZpUIAAAAAEfVpHcLBAAAAIDTBeEKAAAAAExAuAIAAAAAExCuAAAAAMAEhCsAAAAAMAHhCgAAAABMQLgCAAAAABMQrgAAAADABIQrAAAAADAB4QoAAAAATEC4AgAAAAATEK4AAAAAwASEKwAAAAAwAeEKAAAAAExAuAIAAAAAExCuAAAAAMAEhCsAAAAAMAHhCgAAAABMQLgCAAAAABMQrgAAAADABIQrAAAAADAB4QoAAAAATEC4AgAAAAATEK4AAAAAwASEKwAAAAAwAeEKAAAAAExAuAIAAAAAE3g8XM2dO1fh4eHy9fVVdHS01qxZc9T+ZWVlmjhxokJCQmS1WnXeeedp6dKlrvPTp0+XxWJxO3r16nWylwEAAACgmWvhyYvn5uYqJSVF2dnZio6OVlZWlmJjY7Vx40YFBgbW6V9dXa3rrrtOgYGBeuedd9SpUyf9+OOPateunVu/Cy64QCtWrHC9btHCo8sEAAAA0Ax4NHVkZmZq/PjxSkxMlCRlZ2frgw8+UE5Ojh544IE6/XNycvTTTz9p5cqVatmypSQpPDy8Tr8WLVooODj4pNYOAAAAAEfy2GOB1dXVKiwslM1m+70YLy/ZbDYVFBTUO+b9999XTEyMJk6cqKCgIF144YV6+OGHVVNT49Zv06ZNCg0NVdeuXXXbbbepuLj4pK4FAAAAADx256q0tFQ1NTUKCgpyaw8KCtKGDRvqHfPDDz/oo48+0m233aalS5dq8+bNuuuuu3Tw4EGlp6dLkqKjo7VgwQL17NlTu3fv1owZM3TFFVdo/fr1Ouuss+qdt6qqSlVVVa7XFRUVJq0SAAAAQHPRpD6MVFtbq8DAQL344ovy9vZWVFSUdu7cqccee8wVrgYNGuTq37dvX0VHR6tz58566623NG7cuHrnzcjI0IwZM07JGgAAAACcmTz2WGBAQIC8vb3ldDrd2p1OZ4OflwoJCdF5550nb29vV9v5558vh8Oh6urqese0a9dO5513njZv3txgLampqSovL3cd27dvP44VAQAAAGjOPBaufHx8FBUVJbvd7mqrra2V3W5XTExMvWMuv/xybd68WbW1ta6277//XiEhIfLx8al3zP79+7VlyxaFhIQ0WIvValXbtm3dDgAAAABoDI9+z1VKSormzZunhQsX6rvvvlNSUpIqKytduwcmJCQoNTXV1T8pKUk//fSTJk2apO+//14ffPCBHn74YU2cONHV595779Unn3yibdu2aeXKlbrxxhvl7e2t0aNHn/L1AQAAAGg+PPqZq/j4eJWUlCgtLU0Oh0ORkZHKy8tzbXJRXFwsL6/f819YWJiWLVume+65R3379lWnTp00adIk3X///a4+O3bs0OjRo7V371517NhRAwYM0KpVq9SxY8dTvj4AAAAAzYfHN7RITk5WcnJyvefy8/PrtMXExGjVqlUNzrdo0SKzSgMAAACAY+bRxwIBAAAA4ExBuAIAAAAAExCuAAAAAMAEhCsAAAAAMAHhCgAAAABMQLgCAAAAABMQrgAAAADABIQrAAAAADAB4QoAAAAATEC4AgAAAAATEK4AAAAAwASEKwAAAAAwAeEKAAAAAExAuAIAAAAAExCuAAAAAMAEhCsAAAAAMAHhCgAAAABMQLgCAAAAABMQrgAAAADABIQrAAAAADAB4QoAAAAATEC4AgAAAAATEK4AAAAAwASEKwAAAAAwAeEKAAAAAExAuAIAAAAAExCuAAAAAMAEhCsAAAAAMIHHw9XcuXMVHh4uX19fRUdHa82aNUftX1ZWpokTJyokJERWq1XnnXeeli5dekJzAgAAAMCJ8mi4ys3NVUpKitLT01VUVKSIiAjFxsZqz5499favrq7Wddddp23btumdd97Rxo0bNW/ePHXq1Om45wQAAAAAM3g0XGVmZmr8+PFKTExU7969lZ2drVatWiknJ6fe/jk5Ofrpp5+0ZMkSXX755QoPD9dVV12liIiI454TAAAAAMzgsXBVXV2twsJC2Wy234vx8pLNZlNBQUG9Y95//33FxMRo4sSJCgoK0oUXXqiHH35YNTU1xz2nJFVVVamiosLtAAAAAIDG8Fi4Ki0tVU1NjYKCgtzag4KC5HA46h3zww8/6J133lFNTY2WLl2qadOm6YknntDs2bOPe05JysjIkL+/v+sICws7wdUBAAAAaG48vqFFY9TW1iowMFAvvviioqKiFB8frwcffFDZ2dknNG9qaqrKy8tdx/bt202qGAAAAEBz0cJTFw4ICJC3t7ecTqdbu9PpVHBwcL1jQkJC1LJlS3l7e7vazj//fDkcDlVXVx/XnJJktVpltVpPYDUAAAAAmjuP3bny8fFRVFSU7Ha7q622tlZ2u10xMTH1jrn88su1efNm1dbWutq+//57hYSEyMfH57jmBAAAAAAzePSxwJSUFM2bN08LFy7Ud999p6SkJFVWVioxMVGSlJCQoNTUVFf/pKQk/fTTT5o0aZK+//57ffDBB3r44Yc1ceLEY54TAAAAAE4Gjz0WKEnx8fEqKSlRWlqaHA6HIiMjlZeX59qQori4WF5ev+e/sLAwLVu2TPfcc4/69u2rTp06adKkSbr//vuPeU4AAAAAOBk8Gq4kKTk5WcnJyfWey8/Pr9MWExOjVatWHfecAAAAAHAyNKndAgEAAADgdEW4AgAAAAATEK4AAAAAwASEKwAAAAAwAeEKAAAAAExAuAIAAAAAExCuAAAAAMAEhCsAAAAAMAHhCgAAAABMQLgCAAAAABMQrgAAAADABIQrAAAAADAB4QoAAAAATEC4AgAAAAATEK4AAAAAwASEKwAAAAAwAeEKAAAAAExAuAIAAAAAExCuAAAAAMAEhCsAAAAAMAHhCgAAAABMQLgCAAAAABMQrgAAAADABIQrAAAAADAB4QoAAAAATEC4AgAAAAATEK4AAAAAwASnRbiaO3euwsPD5evrq+joaK1Zs6bBvgsWLJDFYnE7fH193fqMHTu2Tp+4uLiTvQwAAAAAzVgLTxeQm5urlJQUZWdnKzo6WllZWYqNjdXGjRsVGBhY75i2bdtq48aNrtcWi6VOn7i4OL388suu11ar1fziAQAAAOD/8/idq8zMTI0fP16JiYnq3bu3srOz1apVK+Xk5DQ4xmKxKDg42HUEBQXV6WO1Wt36tG/f/mQuAwAAAEAz59FwVV1drcLCQtlsNlebl5eXbDabCgoKGhy3f/9+de7cWWFhYRo2bJi++eabOn3y8/MVGBionj17KikpSXv37j0pawAAAAAAycPhqrS0VDU1NXXuPAUFBcnhcNQ7pmfPnsrJydH//M//6LXXXlNtba0uu+wy7dixw9UnLi5Or7zyiux2ux555BF98sknGjRokGpqauqds6qqShUVFW4HAAAAADSGxz9z1VgxMTGKiYlxvb7ssst0/vnn64UXXtCsWbMkSaNGjXKd79Onj/r27atu3bopPz9f1157bZ05MzIyNGPGjJNfPAAAAIAzlkfvXAUEBMjb21tOp9Ot3el0Kjg4+JjmaNmypS666CJt3ry5wT5du3ZVQEBAg31SU1NVXl7uOrZv337siwAAAAAAeThc+fj4KCoqSna73dVWW1sru93udnfqaGpqavT1118rJCSkwT47duzQ3r17G+xjtVrVtm1btwMAAAAAGsPjuwWmpKRo3rx5Wrhwob777jslJSWpsrJSiYmJkqSEhASlpqa6+s+cOVMffvihfvjhBxUVFemvf/2rfvzxR91+++2Sftvs4r777tOqVau0bds22e12DRs2TN27d1dsbKxH1ggAAADgzOfxz1zFx8erpKREaWlpcjgcioyMVF5enmuTi+LiYnl5/Z4Bf/75Z40fP14Oh0Pt27dXVFSUVq5cqd69e0uSvL29tW7dOi1cuFBlZWUKDQ3VwIEDNWvWLL7rCgAAAMBJ4/FwJUnJyclKTk6u91x+fr7b6yeffFJPPvlkg3P5+flp2bJlZpYHAAAAAH/K448FAgAAAMCZgHAFAAAAACYgXAEAAACACRodrsLDwzVz5kwVFxefjHoAAAAAoElqdLi6++67tXjxYnXt2lXXXXedFi1apKqqqpNRGwAAAAA0GccVrtauXas1a9bo/PPP1z/+8Q+FhIQoOTlZRUVFJ6NGAAAAADjtHfdnri6++GI9/fTT2rVrl9LT0/XSSy/pkksuUWRkpHJycmQYhpl1AgAAAMBp7bi/5+rgwYN677339PLLL2v58uW69NJLNW7cOO3YsUNTpkzRihUr9MYbb5hZKwAAAACcthodroqKivTyyy/rzTfflJeXlxISEvTkk0+qV69erj433nijLrnkElMLBQAAAIDTWaPD1SWXXKLrrrtOzz//vIYPH66WLVvW6dOlSxeNGjXKlAIBAAAAoClodLj64Ycf1Llz56P2ad26tV5++eXjLgoAAAAAmppGb2ixZ88erV69uk776tWr9cUXX5hSFAAAAAA0NY0OVxMnTtT27dvrtO/cuVMTJ040pSgAAAAAaGoaHa6+/fZbXXzxxXXaL7roIn377bemFAUAAAAATU2jw5XVapXT6azTvnv3brVocdw7uwMAAABAk9bocDVw4EClpqaqvLzc1VZWVqYpU6bouuuuM7U4AAAAAGgqGn2r6fHHH9eVV16pzp0766KLLpIkrV27VkFBQXr11VdNLxAAAAAAmoJGh6tOnTpp3bp1ev311/XVV1/Jz89PiYmJGj16dL3feQUAAAAAzcFxfUiqdevWmjBhgtm1AAAAAECTddw7UHz77bcqLi5WdXW1W/sNN9xwwkUBAAAAQFPT6HD1ww8/6MYbb9TXX38ti8UiwzAkSRaLRZJUU1NjboUAAAAA0AQ0erfASZMmqUuXLtqzZ49atWqlb775Rp9++qn69eun/Pz8k1AiAAAAAJz+Gn3nqqCgQB999JECAgLk5eUlLy8vDRgwQBkZGfrnP/+pL7/88mTUCQAAAACntUbfuaqpqdFZZ50lSQoICNCuXbskSZ07d9bGjRvNrQ4AAAAAmohG37m68MIL9dVXX6lLly6Kjo7Wo48+Kh8fH7344ovq2rXryagRAAAAAE57jQ5XU6dOVWVlpSRp5syZuv7663XFFVfo7LPPVm5urukFAgAAAEBT0OhwFRsb6/p19+7dtWHDBv30009q3769a8dAAAAAAGhuGvWZq4MHD6pFixZav369W3uHDh0IVgAAAACatUaFq5YtW+rcc881/bus5s6dq/DwcPn6+io6Olpr1qxpsO+CBQtksVjcDl9fX7c+hmEoLS1NISEh8vPzk81m06ZNm0ytGQAAAACO1OjdAh988EFNmTJFP/30kykF5ObmKiUlRenp6SoqKlJERIRiY2O1Z8+eBse0bdtWu3fvdh0//vij2/lHH31UTz/9tLKzs7V69Wq1bt1asbGxOnDggCk1AwAAAMAfNfozV88++6w2b96s0NBQde7cWa1bt3Y7X1RU1Kj5MjMzNX78eCUmJkqSsrOz9cEHHygnJ0cPPPBAvWMsFouCg4PrPWcYhrKysjR16lQNGzZMkvTKK68oKChIS5Ys0ahRoxpVHwAAAAAci0aHq+HDh5t28erqahUWFio1NdXV5uXlJZvNpoKCggbH7d+/X507d1Ztba0uvvhiPfzww7rgggskSVu3bpXD4ZDNZnP19/f3V3R0tAoKCuoNV1VVVaqqqnK9rqioMGN5AAAAAJqRRoer9PR00y5eWlqqmpoaBQUFubUHBQVpw4YN9Y7p2bOncnJy1LdvX5WXl+vxxx/XZZddpm+++UbnnHOOHA6Ha44/znn43B9lZGRoxowZJqwIAAAAQHPV6M9ceVpMTIwSEhIUGRmpq666SosXL1bHjh31wgsvHPecqampKi8vdx3bt283sWIAAAAAzUGj71x5eXkdddv1xuwkGBAQIG9vbzmdTrd2p9PZ4Geq/qhly5a66KKLtHnzZklyjXM6nQoJCXGbMzIyst45rFarrFbrMdcNAAAAAH/U6HD13nvvub0+ePCgvvzySy1cuLDRj9b5+PgoKipKdrvd9Vmu2tpa2e12JScnH9McNTU1+vrrrzV48GBJUpcuXRQcHCy73e4KUxUVFVq9erWSkpIaVR8AAAAAHKtGh6vDO/AdacSIEbrggguUm5urcePGNWq+lJQUjRkzRv369VP//v2VlZWlyspK1+6BCQkJ6tSpkzIyMiRJM2fO1KWXXqru3burrKxMjz32mH788Ufdfvvtkn7bSfDuu+/W7Nmz1aNHD3Xp0kXTpk1TaGioqZtxAAAAAMCRGh2uGnLppZdqwoQJjR4XHx+vkpISpaWlyeFwKDIyUnl5ea4NKYqLi+Xl9ftHw37++WeNHz9eDodD7du3V1RUlFauXKnevXu7+kyePFmVlZWaMGGCysrKNGDAAOXl5dX5smEAAAAAMIsp4erXX3/V008/rU6dOh3X+OTk5AYfA8zPz3d7/eSTT+rJJ5886nwWi0UzZ87UzJkzj6seAAAAAGisRoer9u3bu21oYRiG9u3bp1atWum1114ztTgAAAAAaCoaHa6efPJJt3Dl5eWljh07Kjo6Wu3btze1OAAAAABoKhodrsaOHXsSygAAAACApq3RXyL88ssv6+23367T/vbbb2vhwoWmFAUAAAAATU2jw1VGRoYCAgLqtAcGBurhhx82pSgAAAAAaGoaHa6Ki4vVpUuXOu2dO3dWcXGxKUUBAAAAQFPT6HAVGBiodevW1Wn/6quvdPbZZ5tSFAAAAAA0NY0OV6NHj9Y///lPffzxx6qpqVFNTY0++ugjTZo0SaNGjToZNQIAAADAaa/RuwXOmjVL27Zt07XXXqsWLX4bXltbq4SEBD5zBQAAAKDZanS48vHxUW5urmbPnq21a9fKz89Pffr0UefOnU9GfQAAAADQJDQ6XB3Wo0cP9ejRw8xaAAAAAKDJavRnrm6++WY98sgjddofffRRjRw50pSiAAAAAKCpaXS4+vTTTzV48OA67YMGDdKnn35qSlEAAAAA0NQ0Olzt379fPj4+ddpbtmypiooKU4oCAAAAgKam0eGqT58+ys3NrdO+aNEi9e7d25SiAAAAAKCpafSGFtOmTdNNN92kLVu26C9/+YskyW6364033tA777xjeoEAAAAA0BQ0OlwNHTpUS5Ys0cMPP6x33nlHfn5+ioiI0EcffaQOHTqcjBoBAAAA4LR3XFuxDxkyREOGDJEkVVRU6M0339S9996rwsJC1dTUmFogAAAAADQFjf7M1WGffvqpxowZo9DQUD3xxBP6y1/+olWrVplZGwAAAAA0GY26c+VwOLRgwQLNnz9fFRUVuuWWW1RVVaUlS5awmQUAAACAZu2Y71wNHTpUPXv21Lp165SVlaVdu3bpmWeeOZm1AQAAAECTccx3rv73f/9X//znP5WUlKQePXqczJoAAAAAoMk55jtXn332mfbt26eoqChFR0fr2WefVWlp6cmsDQAAAACajGMOV5deeqnmzZun3bt364477tCiRYsUGhqq2tpaLV++XPv27TuZdQIAAADAaa3RuwW2bt1af//73/XZZ5/p66+/1r/+9S/NmTNHgYGBuuGGG05GjQAAAABw2jvurdglqWfPnnr00Ue1Y8cOvfnmm2bVBAAAAABNzgmFq8O8vb01fPhwvf/++2ZMBwAAAABNjinh6kTNnTtX4eHh8vX1VXR0tNasWXNM4xYtWiSLxaLhw4e7tY8dO1YWi8XtiIuLOwmVAwAAAMBvPB6ucnNzlZKSovT0dBUVFSkiIkKxsbHas2fPUcdt27ZN9957r6644op6z8fFxWn37t2ug8cWAQAAAJxMHg9XmZmZGj9+vBITE9W7d29lZ2erVatWysnJaXBMTU2NbrvtNs2YMUNdu3att4/ValVwcLDraN++/claAgAAAAB4NlxVV1ersLBQNpvN1ebl5SWbzaaCgoIGx82cOVOBgYEaN25cg33y8/MVGBionj17KikpSXv37jW1dgAAAAA4UgtPXry0tFQ1NTUKCgpyaw8KCtKGDRvqHfPZZ59p/vz5Wrt2bYPzxsXF6aabblKXLl20ZcsWTZkyRYMGDVJBQYG8vb3r9K+qqlJVVZXrdUVFxfEtCAAAAECz5dFw1Vj79u3T3/72N82bN08BAQEN9hs1apTr13369FHfvn3VrVs35efn69prr63TPyMjQzNmzDgpNQMAAABoHjz6WGBAQIC8vb3ldDrd2p1Op4KDg+v037Jli7Zt26ahQ4eqRYsWatGihV555RW9//77atGihbZs2VLvdbp27aqAgABt3ry53vOpqakqLy93Hdu3bz/xxQEAAABoVjx658rHx0dRUVGy2+2u7dRra2tlt9uVnJxcp3+vXr309ddfu7VNnTpV+/bt01NPPaWwsLB6r7Njxw7t3btXISEh9Z63Wq2yWq0nthgAAAAAzZrHHwtMSUnRmDFj1K9fP/Xv319ZWVmqrKxUYmKiJCkhIUGdOnVSRkaGfH19deGFF7qNb9eunSS52vfv368ZM2bo5ptvVnBwsLZs2aLJkyere/fuio2NPaVrAwAAANB8eDxcxcfHq6SkRGlpaXI4HIqMjFReXp5rk4vi4mJ5eR3704ve3t5at26dFi5cqLKyMoWGhmrgwIGaNWsWd6cAAAAAnDQeD1eSlJycXO9jgNJvW6ofzYIFC9xe+/n5admyZSZVBgAAAADHxuNfIgwAAAAAZwLCFQAAAACYgHAFAAAAACYgXAEAAACACQhXAAAAAGACwhUAAAAAmIBwBQAAAAAmIFwBAAAAgAkIVwAAAABgAsIVAAAAAJiAcAUAAAAAJiBcAQAAAIAJWni6AAAn5oo7Znm6BJxC/31hmqdLAAAADeDOFQAAAACYgHAFAAAAACYgXAEAAACACQhXAAAAAGACwhUAAAAAmIBwBQAAAAAmIFwBAAAAgAkIVwAAAABgAsIVAAAAAJiAcAUAAAAAJiBcAQAAAIAJCFcAAAAAYALCFQAAAACYgHAFAAAAACYgXAEAAACACU6LcDV37lyFh4fL19dX0dHRWrNmzTGNW7RokSwWi4YPH+7WbhiG0tLSFBISIj8/P9lsNm3atOkkVA4AAAAAv/F4uMrNzVVKSorS09NVVFSkiIgIxcbGas+ePUcdt23bNt1777264oor6px79NFH9fTTTys7O1urV69W69atFRsbqwMHDpysZQAAAABo5jwerjIzMzV+/HglJiaqd+/eys7OVqtWrZSTk9PgmJqaGt12222aMWOGunbt6nbOMAxlZWVp6tSpGjZsmPr27atXXnlFu3bt0pIlS07yagAAAAA0Vx4NV9XV1SosLJTNZnO1eXl5yWazqaCgoMFxM2fOVGBgoMaNG1fn3NatW+VwONzm9Pf3V3R0dINzVlVVqaKiwu0AAAAAgMbwaLgqLS1VTU2NgoKC3NqDgoLkcDjqHfPZZ59p/vz5mjdvXr3nD49rzJwZGRny9/d3HWFhYY1dCgAAAIBmzuOPBTbGvn379Le//U3z5s1TQECAafOmpqaqvLzcdWzfvt20uQEAAAA0Dy08efGAgAB5e3vL6XS6tTudTgUHB9fpv2XLFm3btk1Dhw51tdXW1kqSWrRooY0bN7rGOZ1OhYSEuM0ZGRlZbx1Wq1VWq/VElwMAAACgGfPonSsfHx9FRUXJbre72mpra2W32xUTE1Onf69evfT1119r7dq1ruOGG27QNddco7Vr1yosLExdunRRcHCw25wVFRVavXp1vXMCAAAAgBk8eudKklJSUjRmzBj169dP/fv3V1ZWliorK5WYmChJSkhIUKdOnZSRkSFfX19deOGFbuPbtWsnSW7td999t2bPnq0ePXqoS5cumjZtmkJDQ+t8HxYAAAAAmMXj4So+Pl4lJSVKS0uTw+FQZGSk8vLyXBtSFBcXy8urcTfYJk+erMrKSk2YMEFlZWUaMGCA8vLy5OvrezKWAAAAAACeD1eSlJycrOTk5HrP5efnH3XsggUL6rRZLBbNnDlTM2fONKE6AAAAAPhzTWq3QAAAAAA4XRGuAAAAAMAEhCsAAAAAMAHhCgAAAABMQLgCAAAAABMQrgAAAADABIQrAAAAADAB4QoAAAAATEC4AgAAAAATEK4AAAAAwASEKwAAAAAwAeEKAAAAAExAuAIAAAAAExCuAAAAAMAEhCsAAAAAMAHhCgAAAABMQLgCAAAAABMQrgAAAADABIQrAAAAADAB4QoAAAAATEC4AgAAAAATEK4AAAAAwASEKwAAAAAwAeEKAAAAAExAuAIAAAAAExCuAAAAAMAEhCsAAAAAMMFpEa7mzp2r8PBw+fr6Kjo6WmvWrGmw7+LFi9WvXz+1a9dOrVu3VmRkpF599VW3PmPHjpXFYnE74uLiTvYyAAAAADRjLTxdQG5urlJSUpSdna3o6GhlZWUpNjZWGzduVGBgYJ3+HTp00IMPPqhevXrJx8dH//nPf5SYmKjAwEDFxsa6+sXFxenll192vbZaradkPQAAAACaJ4/fucrMzNT48eOVmJio3r17Kzs7W61atVJOTk69/a+++mrdeOONOv/889WtWzdNmjRJffv21WeffebWz2q1Kjg42HW0b9/+VCwHAAAAQDPl0XBVXV2twsJC2Ww2V5uXl5dsNpsKCgr+dLxhGLLb7dq4caOuvPJKt3P5+fkKDAxUz549lZSUpL1795pePwAAAAAc5tHHAktLS1VTU6OgoCC39qCgIG3YsKHBceXl5erUqZOqqqrk7e2t5557Ttddd53rfFxcnG666SZ16dJFW7Zs0ZQpUzRo0CAVFBTI29u7znxVVVWqqqpyva6oqDBhdQAAAACaE49/5up4nHXWWVq7dq32798vu92ulJQUde3aVVdffbUkadSoUa6+ffr0Ud++fdWtWzfl5+fr2muvrTNfRkaGZsyYcarKBwAAAHAG8uhjgQEBAfL29pbT6XRrdzqdCg4ObnCcl5eXunfvrsjISP3rX//SiBEjlJGR0WD/rl27KiAgQJs3b673fGpqqsrLy13H9u3bj29BAAAAAJotj4YrHx8fRUVFyW63u9pqa2tlt9sVExNzzPPU1ta6Pdb3Rzt27NDevXsVEhJS73mr1aq2bdu6HQAAAADQGB5/LDAlJUVjxoxRv3791L9/f2VlZamyslKJiYmSpISEBHXq1Ml1ZyojI0P9+vVTt27dVFVVpaVLl+rVV1/V888/L0nav3+/ZsyYoZtvvlnBwcHasmWLJk+erO7du7tt1Q4AAAAAZvJ4uIqPj1dJSYnS0tLkcDgUGRmpvLw81yYXxcXF8vL6/QZbZWWl7rrrLu3YsUN+fn7q1auXXnvtNcXHx0uSvL29tW7dOi1cuFBlZWUKDQ3VwIEDNWvWLL7rCgAAAMBJ4/FwJUnJyclKTk6u91x+fr7b69mzZ2v27NkNzuXn56dly5aZWR4AAAAA/CmPf4kwAAAAAJwJCFcAAAAAYALCFQAAAACYgHAFAAAAACYgXAEAAACACQhXAAAAAGACwhUAAAAAmIBwBQAAAAAmIFwBAAAAgAkIVwAAAABgAsIVAAAAAJiAcAUAAAAAJiBcAQAAAIAJCFcAAAAAYALCFQAAAACYgHAFAAAAACYgXAEAAACACQhXAAAAAGACwhUAAAAAmIBwBQAAAAAmIFwBAAAAgAkIVwAAAABgAsIVAAAAAJiAcAUAAAAAJiBcAQAAAIAJCFcAAAAAYALCFQAAAACYgHAFAAAAACY4LcLV3LlzFR4eLl9fX0VHR2vNmjUN9l28eLH69eundu3aqXXr1oqMjNSrr77q1scwDKWlpSkkJER+fn6y2WzatGnTyV4GAAAAgGbM4+EqNzdXKSkpSk9PV1FRkSIiIhQbG6s9e/bU279Dhw568MEHVVBQoHXr1ikxMVGJiYlatmyZq8+jjz6qp59+WtnZ2Vq9erVat26t2NhYHThw4FQtCwAAAEAz4/FwlZmZqfHjxysxMVG9e/dWdna2WrVqpZycnHr7X3311brxxht1/vnnq1u3bpo0aZL69u2rzz77TNJvd62ysrI0depUDRs2TH379tUrr7yiXbt2acmSJadwZQAAAACaE4+Gq+rqahUWFspms7navLy8ZLPZVFBQ8KfjDcOQ3W7Xxo0bdeWVV0qStm7dKofD4Tanv7+/oqOjG5yzqqpKFRUVbgcAAAAANIZHw1VpaalqamoUFBTk1h4UFCSHw9HguPLycrVp00Y+Pj4aMmSInnnmGV133XWS5BrXmDkzMjLk7+/vOsLCwk5kWQAAAACaIY8/Fng8zjrrLK1du1aff/65HnroIaWkpCg/P/+450tNTVV5ebnr2L59u3nFAgAAAGgWWnjy4gEBAfL29pbT6XRrdzqdCg4ObnCcl5eXunfvLkmKjIzUd999p4yMDF199dWucU6nUyEhIW5zRkZG1juf1WqV1Wo9wdUAAAAAaM48eufKx8dHUVFRstvtrrba2lrZ7XbFxMQc8zy1tbWqqqqSJHXp0kXBwcFuc1ZUVGj16tWNmhMAAAAAGsOjd64kKSUlRWPGjFG/fv3Uv39/ZWVlqbKyUomJiZKkhIQEderUSRkZGZJ++3xUv3791K1bN1VVVWnp0qV69dVX9fzzz0uSLBaL7r77bs2ePVs9evRQly5dNG3aNIWGhmr48OGeWiYAAACAM5zHw1V8fLxKSkqUlpYmh8OhyMhI5eXluTakKC4ulpfX7zfYKisrddddd2nHjh3y8/NTr1699Nprryk+Pt7VZ/LkyaqsrNSECRNUVlamAQMGKC8vT76+vqd8fQAAAACaB4+HK0lKTk5WcnJyvef+uFHF7NmzNXv27KPOZ7FYNHPmTM2cOdOsEgEAAADgqJrkboEAAAAAcLohXAEAAACACQhXAAAAAGACwhUAAAAAmIBwBQAAAAAmIFwBAAAAgAkIVwAAAABgAsIVAAAAAJiAcAUAAAAAJiBcAQAAAIAJCFcAAAAAYALCFQAAAACYgHAFAAAAACYgXAEAAACACQhXAAAAAGACwhUAAAAAmIBwBQAAAAAmIFwBAAAAgAkIVwAAAABgAsIVAAAAAJiAcAUAAAAAJiBcAQAAAIAJCFcAAAAAYALCFQAAAACYgHAFAAAAACYgXAEAAACACQhXAAAAAGCC0yJczZ07V+Hh4fL19VV0dLTWrFnTYN958+bpiiuuUPv27dW+fXvZbLY6/ceOHSuLxeJ2xMXFnexlAAAAAGjGPB6ucnNzlZKSovT0dBUVFSkiIkKxsbHas2dPvf3z8/M1evRoffzxxyooKFBYWJgGDhyonTt3uvWLi4vT7t27Xcebb755KpYDAAAAoJnyeLjKzMzU+PHjlZiYqN69eys7O1utWrVSTk5Ovf1ff/113XXXXYqMjFSvXr300ksvqba2Vna73a2f1WpVcHCw62jfvv2pWA4AAACAZsqj4aq6ulqFhYWy2WyuNi8vL9lsNhUUFBzTHL/88osOHjyoDh06uLXn5+crMDBQPXv2VFJSkvbu3Wtq7QAAAABwpBaevHhpaalqamoUFBTk1h4UFKQNGzYc0xz333+/QkND3QJaXFycbrrpJnXp0kVbtmzRlClTNGjQIBUUFMjb27vOHFVVVaqqqnK9rqioOM4VAQAAAGiuPBquTtScOXO0aNEi5efny9fX19U+atQo16/79Omjvn37qlu3bsrPz9e1115bZ56MjAzNmDHjlNQMAAAA4Mzk0ccCAwIC5O3tLafT6dbudDoVHBx81LGPP/645syZow8//FB9+/Y9at+uXbsqICBAmzdvrvd8amqqysvLXcf27dsbtxAAAAAAzZ5Hw5WPj4+ioqLcNqM4vDlFTExMg+MeffRRzZo1S3l5eerXr9+fXmfHjh3au3evQkJC6j1vtVrVtm1btwMAAAAAGsPjuwWmpKRo3rx5Wrhwob777jslJSWpsrJSiYmJkqSEhASlpqa6+j/yyCOaNm2acnJyFB4eLofDIYfDof3790uS9u/fr/vuu0+rVq3Stm3bZLfbNWzYMHXv3l2xsbEeWSMAAACAM5/HP3MVHx+vkpISpaWlyeFwKDIyUnl5ea5NLoqLi+Xl9XsGfP7551VdXa0RI0a4zZOenq7p06fL29tb69at08KFC1VWVqbQ0FANHDhQs2bNktVqPaVrAwAAANB8eDxcSVJycrKSk5PrPZefn+/2etu2bUedy8/PT8uWLTOpMgAAAAA4Nh5/LBAAAAAAzgSEKwAAAAAwAeEKAAAAAExAuAIAAAAAExCuAAAAAMAEhCsAAAAAMAHhCgAAAABMQLgCAAAAABMQrgAAAADABIQrAAAAADAB4QoAAAAATEC4AgAAAAATEK4AAAAAwASEKwAAAAAwAeEKAAAAAExAuAIAAAAAExCuAAAAAMAEhCsAAAAAMAHhCgAAAABMQLgCAAAAABMQrgAAAADABIQrAAAAADAB4QoAAAAATEC4AgAAAAATEK4AAAAAwASEKwAAAAAwAeEKAAAAAExAuAIAAAAAE5wW4Wru3LkKDw+Xr6+voqOjtWbNmgb7zps3T1dccYXat2+v9u3by2az1elvGIbS0tIUEhIiPz8/2Ww2bdq06WQvAwAAAEAz5vFwlZubq5SUFKWnp6uoqEgRERGKjY3Vnj176u2fn5+v0aNH6+OPP1ZBQYHCwsI0cOBA7dy509Xn0Ucf1dNPP63s7GytXr1arVu3VmxsrA4cOHCqlgUAAACgmfF4uMrMzNT48eOVmJio3r17Kzs7W61atVJOTk69/V9//XXdddddioyMVK9evfTSSy+ptrZWdrtd0m93rbKysjR16lQNGzZMffv21SuvvKJdu3ZpyZIlp3BlAAAAAJoTj4ar6upqFRYWymazudq8vLxks9lUUFBwTHP88ssvOnjwoDp06CBJ2rp1qxwOh9uc/v7+io6ObnDOqqoqVVRUuB0AAAAA0BgeDVelpaWqqalRUFCQW3tQUJAcDscxzXH//fcrNDTUFaYOj2vMnBkZGfL393cdYWFhjV0KAAAAgGbO448Fnog5c+Zo0aJFeu+99+Tr63vc86Smpqq8vNx1bN++3cQqAQAAADQHLTx58YCAAHl7e8vpdLq1O51OBQcHH3Xs448/rjlz5mjFihXq27evq/3wOKfTqZCQELc5IyMj653LarXKarUe5yoAAAAAwMN3rnx8fBQVFeXajEKSa3OKmJiYBsc9+uijmjVrlvLy8tSvXz+3c126dFFwcLDbnBUVFVq9evVR5wQAAACAE+HRO1eSlJKSojFjxqhfv37q37+/srKyVFlZqcTERElSQkKCOnXqpIyMDEnSI488orS0NL3xxhsKDw93fY6qTZs2atOmjSwWi+6++27Nnj1bPXr0UJcuXTRt2jSFhoZq+PDhnlomAAAAgDOcx8NVfHy8SkpKlJaWJofDocjISOXl5bk2pCguLpaX1+832J5//nlVV1drxIgRbvOkp6dr+vTpkqTJkyersrJSEyZMUFlZmQYMGKC8vLwT+lwWAAAAAByNx8OVJCUnJys5Obnec/n5+W6vt23b9qfzWSwWzZw5UzNnzjShOgAAAAD4c016t0AAAAAAOF0QrgAAAADABIQrAAAAADAB4QoAAAAATEC4AgAAAAATEK4AAAAAwASEKwAAAAAwAeEKAAAAAExAuAIAAAAAExCuAAAAAMAEhCsAAAAAMAHhCgAAAABMQLgCAAAAABMQrgAAAADABIQrAAAAADAB4QoAAAAATEC4AgAAAAATEK4AAAAAwASEKwAAAAAwAeEKAAAAAExAuAIAAAAAExCuAAAAAMAEhCsAAAAAMAHhCgAAAABMQLgCAAAAABMQrgAAAADABIQrAAAAADCBx8PV3LlzFR4eLl9fX0VHR2vNmjUN9v3mm2908803Kzw8XBaLRVlZWXX6TJ8+XRaLxe3o1avXSVwBAAAAAHg4XOXm5iolJUXp6ekqKipSRESEYmNjtWfPnnr7//LLL+ratavmzJmj4ODgBue94IILtHv3btfx2WefnawlAAAAAIAkD4erzMxMjR8/XomJierdu7eys7PVqlUr5eTk1Nv/kksu0WOPPaZRo0bJarU2OG+LFi0UHBzsOgICAk7WEgAAAABAkgfDVXV1tQoLC2Wz2X4vxstLNptNBQUFJzT3pk2bFBoaqq5du+q2225TcXHxiZYLAAAAAEflsXBVWlqqmpoaBQUFubUHBQXJ4XAc97zR0dFasGCB8vLy9Pzzz2vr1q264oortG/fvgbHVFVVqaKiwu0AAAAAgMZo4ekCzDZo0CDXr/v27avo6Gh17txZb731lsaNG1fvmIyMDM2YMeNUlQgAAADgDOSxO1cBAQHy9vaW0+l0a3c6nUfdrKKx2rVrp/POO0+bN29usE9qaqrKy8tdx/bt2027PgAAAIDmwWPhysfHR1FRUbLb7a622tpa2e12xcTEmHad/fv3a8uWLQoJCWmwj9VqVdu2bd0OAAAAAGgMjz4WmJKSojFjxqhfv37q37+/srKyVFlZqcTERElSQkKCOnXqpIyMDEm/bYLx7bffun69c+dOrV27Vm3atFH37t0lSffee6+GDh2qzp07a9euXUpPT5e3t7dGjx7tmUUCAAAAaBY8Gq7i4+NVUlKitLQ0ORwORUZGKi8vz7XJRXFxsby8fr+5tmvXLl100UWu148//rgef/xxXXXVVcrPz5ck7dixQ6NHj9bevXvVsWNHDRgwQKtWrVLHjh1P6doAAAAANC8e39AiOTlZycnJ9Z47HJgOCw8Pl2EYR51v0aJFZpUGAAAAAMfMo18iDAAAAABnCsIVAAAAAJiAcAUAAAAAJiBcAQAAAIAJCFcAAAAAYALCFQAAAACYgHAFAAAAACYgXAEAAACACQhXAAAAAGACwhUAAAAAmIBwBQAAAAAmIFwBAAAAgAkIVwAAAABgAsIVAAAAAJiAcAUAAAAAJiBcAQAAAIAJCFcAAAAAYALCFQAAAACYgHAFAAAAACYgXAEAAACACQhXAAAAAGACwhUAAAAAmIBwBQAAAAAmIFwBAAAAgAkIVwAAAABgAsIVAAAAAJiAcAUAAAAAJiBcAQAAAIAJPB6u5s6dq/DwcPn6+io6Olpr1qxpsO8333yjm2++WeHh4bJYLMrKyjrhOQEAAADADB4NV7m5uUpJSVF6erqKiooUERGh2NhY7dmzp97+v/zyi7p27ao5c+YoODjYlDkBAAAAwAweDVeZmZkaP368EhMT1bt3b2VnZ6tVq1bKycmpt/8ll1yixx57TKNGjZLVajVlTgAAAAAwg8fCVXV1tQoLC2Wz2X4vxstLNptNBQUFp3TOqqoqVVRUuB0AAAAA0BgeC1elpaWqqalRUFCQW3tQUJAcDscpnTMjI0P+/v6uIyws7LiuDwAAAKD58viGFqeD1NRUlZeXu47t27d7uiQAAAAATUwLT104ICBA3t7ecjqdbu1Op7PBzSpO1pxWq7XBz3ABAAAAwLHw2J0rHx8fRUVFyW63u9pqa2tlt9sVExNz2swJAAAAAMfCY3euJCklJUVjxoxRv3791L9/f2VlZamyslKJiYmSpISEBHXq1EkZGRmSftuw4ttvv3X9eufOnVq7dq3atGmj7t27H9OcAAAAAHAyeDRcxcfHq6SkRGlpaXI4HIqMjFReXp5rQ4ri4mJ5ef1+c23Xrl266KKLXK8ff/xxPf7447rqqquUn59/THMCAAAAwMng0XAlScnJyUpOTq733OHAdFh4eLgMwzihOQEAAADgZGC3QAAAAAAwAeEKAAAAAExAuAIAAAAAExCuAAAAAMAEhCsAAAAAMAHhCgAAAABMQLgCAAAAABMQrgAAAADABIQrAAAAADAB4QoAAAAATEC4AgAAAAATEK4AAAAAwASEKwAAAAAwAeEKAAAAAExAuAIAAAAAExCuAAAAAMAEhCsAAAAAMAHhCgAAAABMQLgCAAAAABMQrgAAAADABIQrAAAAADAB4QoAAAAATEC4AgAAAAATEK4AAAAAwASEKwAAAAAwAeEKAAAAAExAuAIAAAAAE5wW4Wru3LkKDw+Xr6+voqOjtWbNmqP2f/vtt9WrVy/5+vqqT58+Wrp0qdv5sWPHymKxuB1xcXEncwkAAAAAmjmPh6vc3FylpKQoPT1dRUVFioiIUGxsrPbs2VNv/5UrV2r06NEaN26cvvzySw0fPlzDhw/X+vXr3frFxcVp9+7druPNN988FcsBAAAA0Ex5PFxlZmZq/PjxSkxMVO/evZWdna1WrVopJyen3v5PPfWU4uLidN999+n888/XrFmzdPHFF+vZZ59162e1WhUcHOw62rdvfyqWAwAAAKCZ8mi4qq6uVmFhoWw2m6vNy8tLNptNBQUF9Y4pKChw6y9JsbGxdfrn5+crMDBQPXv2VFJSkvbu3Wv+AgAAAADg/2vhyYuXlpaqpqZGQUFBbu1BQUHasGFDvWMcDke9/R0Oh+t1XFycbrrpJnXp0kVbtmzRlClTNGjQIBUUFMjb27vOnFVVVaqqqnK9rqioOJFlAQAAAGiGPBquTpZRo0a5ft2nTx/17dtX3bp1U35+vq699to6/TMyMjRjxoxTWSIAAACAM4xHHwsMCAiQt7e3nE6nW7vT6VRwcHC9Y4KDgxvVX5K6du2qgIAAbd68ud7zqampKi8vdx3bt29v5EoAAAAANHceDVc+Pj6KioqS3W53tdXW1sputysmJqbeMTExMW79JWn58uUN9pekHTt2aO/evQoJCan3vNVqVdu2bd0OAAAAAGgMj+8WmJKSonnz5mnhwoX67rvvlJSUpMrKSiUmJkqSEhISlJqa6uo/adIk5eXl6YknntCGDRs0ffp0ffHFF0pOTpYk7d+/X/fdd59WrVqlbdu2yW63a9iwYerevbtiY2M9skYAAAAAZz6Pf+YqPj5eJSUlSktLk8PhUGRkpPLy8lybVhQXF8vL6/cMeNlll+mNN97Q1KlTNWXKFPXo0UNLlizRhRdeKEny9vbWunXrtHDhQpWVlSk0NFQDBw7UrFmzZLVaPbJGAAAAAGc+j4crSUpOTnbdefqj/Pz8Om0jR47UyJEj6+3v5+enZcuWmVkeAAAAAPwpjz8WCAAAAABnAsIVAAAAAJiAcAUAAAAAJiBcAQAAAIAJCFcAAAAAYALCFQAAAACYgHAFAAAAACYgXAEAAACACQhXAAAAAGACwhUAAAAAmIBwBQAAAAAmIFwBAAAAgAkIVwAAAABgAsIVAAAAAJiAcAUAAAAAJiBcAQAAAIAJCFcAAAAAYALCFQAAAACYgHAFAAAAACYgXAEAAACACQhXAAAAAGACwhUAAAAAmIBwBQAAAAAmIFwBAAAAgAkIVwAAAABgAsIVAAAAAJiAcAUAAAAAJiBcAQAAAIAJTotwNXfuXIWHh8vX11fR0dFas2bNUfu//fbb6tWrl3x9fdWnTx8tXbrU7bxhGEpLS1NISIj8/Pxks9m0adOmk7kEAAAAAM2cx8NVbm6uUlJSlJ6erqKiIkVERCg2NlZ79uypt//KlSs1evRojRs3Tl9++aWGDx+u4cOHa/369a4+jz76qJ5++mllZ2dr9erVat26tWJjY3XgwIFTtSwAAAAAzYzHw1VmZqbGjx+vxMRE9e7dW9nZ2WrVqpVycnLq7f/UU08pLi5O9913n84//3zNmjVLF198sZ599llJv921ysrK0tSpUzVs2DD17dtXr7zyinbt2qUlS5acwpUBAAAAaE5aePLi1dXVKiwsVGpqqqvNy8tLNptNBQUF9Y4pKChQSkqKW1tsbKwrOG3dulUOh0M2m8113t/fX9HR0SooKNCoUaPqzFlVVaWqqirX6/LycklSRUXFca/t4KGqP++EM8aJvFdO1KFq7sg2J558r9Uc4Pe15sSjv6/9wnutOfHke+1A5UGPXRun3vG+1w6PMwzjT/t6NFyVlpaqpqZGQUFBbu1BQUHasGFDvWMcDke9/R0Oh+v84baG+vxRRkaGZsyYUac9LCzs2BaCZs/fP9PTJaCZ8F/wsKdLQDPh/9AcT5eAZsJ/3JOeLgHNRKreO6Hx+/btk7+//1H7eDRcnS5SU1Pd7obV1tbqp59+0tlnny2LxeLBypqWiooKhYWFafv27Wrbtq2ny8EZjPcaThXeazhVeK/hVOG91niGYWjfvn0KDQ39074eDVcBAQHy9vaW0+l0a3c6nQoODq53THBw8FH7H/5fp9OpkJAQtz6RkZH1zmm1WmW1Wt3a2rVr15il4Aht27bl/6w4JXiv4VThvYZThfcaThXea43zZ3esDvPohhY+Pj6KioqS3W53tdXW1sputysmJqbeMTExMW79JWn58uWu/l26dFFwcLBbn4qKCq1evbrBOQEAAADgRHn8scCUlBSNGTNG/fr1U//+/ZWVlaXKykolJiZKkhISEtSpUydlZGRIkiZNmqSrrrpKTzzxhIYMGaJFixbpiy++0IsvvihJslgsuvvuuzV79mz16NFDXbp00bRp0xQaGqrhw4d7apkAAAAAznAeD1fx8fEqKSlRWlqaHA6HIiMjlZeX59qQori4WF5ev99gu+yyy/TGG29o6tSpmjJlinr06KElS5bowgsvdPWZPHmyKisrNWHCBJWVlWnAgAHKy8uTr6/vKV9fc2K1WpWenl7nEUvAbLzXcKrwXsOpwnsNpwrvtZPLYhzLnoIAAAAAgKPy+JcIAwAAAMCZgHAFAAAAACYgXAEAAACACQhXAAAAAGACwhWO6osvvtCePXs8XQYAAE1KYmKirrzySk+XAeAUI1yhQXPnzlX//v31008/eboUnOFqa2s9XQKaifrea2yai5MhPj5e33//vW6++WZPl4Iz3JG/r1VUVHiwEkiEKzTghRde0L/+9S+9/fbb6tWrl6fLwRmstrbW9V12ixYtUlFRkQ4dOuThqnAmOvK99s477+jf//63pN++fB4wW1xcnBYtWqTVq1drxIgRni4HZ6gjf197+umnlZWVpc2bN3u4quaNcIU6cnJy9I9//EPvvvuu27+4bdiwwYNV4UxkGIbrD4XU1FSlpKRozZo1+vXXXz1cGc40R77XJk+erMmTJ2vnzp1yOp1ufYATVVNT4/r1wYMHlZSUpMWLF2vs2LGeKwpnrCN/X5s9e7a6d+8uX19fD1fVvLXwdAE4vXzzzTe69957NWTIEA0ZMsTVftNNN+ngwYN699135ePj48EKcSY5fMdgzpw5ysnJ0dKlS9WnTx/eYzDd4ffaY489poULF2rJkiWKiYmp08cwDO5k4YR4e3tL+u0vu0uWLNENN9yga665Rrm5udq3b5/effddD1eIM82CBQv0xhtvaPny5YqIiJAkVVdXy+Fw6Nxzz5Ukfm87hbhzBTft2rXTHXfcoS1btmjOnDmSfn9u/Nlnn+UvvTDFkc+HV1VV6f/+7/80ZcoURUVFyel0atmyZbrpppv08MMPq7Cw0IOVoqk78r1WU1Oj5cuXa8qUKYqJidHWrVv1/vvva+TIkRo3bpyqqqpcAQs4EStXrtRLL72kF198UY8//rj+85//aNGiRfrkk080cuRIVz/eazgef/zsaElJiSIjIxUREaFNmzbpueee08UXX6zY2Fg9/PDDknj8+VTizhXcdOrUScnJyfLx8dErr7yil156SWeddZaWL1+ukJAQT5eHM8ChQ4fUosVvv/V8+eWXuuiii7R582YFBATonXfe0Wuvvaaff/5ZLVu21BtvvKG9e/fqoosuksVi4Q8HNMqRjwK+9tprio6O1tlnn63ly5fr7LPP1htvvKEDBw4oICBAK1as0C233KL/+Z//4X2GE/bzzz/L19dXF110kSTJz89PgwYNUmZmpsaOHas77rhDL7zwAu81HJfDv6898sgjCgoKUk1NjXbt2qW///3vKioqUq9evXT99derTZs2evrpp3XLLbeoe/fuHq66+eDOFVRWViaHw+F63alTJ40fP14jR45UVVWVrr76alewOvJZcqCx3n77bc2aNUuSdM8992jcuHGSpKysLK1YsUITJ05Unz59NGvWLK1YsUJxcXHatm2bvLy8+EsIGqW2ttb1nnn00Uc1ZcoU/fLLL/rLX/4iSUpKSlK/fv300EMP6a233tIdd9zB5xRwXOq7+3TBBReoqqrKtWmKJPn4+Oiyyy5TcHCw5s2bp/vvv/9UlokzwJF3rBYuXKgnnnhCl19+uf72t78pNjZWu3fv1p133qmZM2dqzpw5uuyyy9S1a1e1adPGg1U3P9y5auZyc3P13HPPaevWrerTp4+mT5+uqKgonXPOObrjjjskSW+99Zbat2+vtLQ0eXt7q6amxvVMOdAYFRUVmjVrlvLz87V27Vr997//lSTFxsaqsLBQVVVVCgsLk/TbHyLr169Xjx49PFkymqjD/7L77bff6ptvvtHcuXMVERGhiIgIxcfHq6KiQuecc46r/0cffcS/7KLRjtyp7cCBAzIMQ1arVWFhYYqLi9Nrr72mDh06aPDgwZKk1q1b6y9/+YuSkpJ06aWXerJ0NEGH32srVqxQcXGxZsyY4foz8qGHHlJ1dbV8fX1lGIZ+/fVXZWVlqX379goMDPRk2c2OxeCB32brhRde0L333qvJkyerQ4cOevjhh9W7d2/95z//kdVqlSTt2rVLL7zwgt5++23deuutmjp1qoerRlN32WWXadWqVbrrrrv07LPPuv7V9/Bdhn379qmgoEDPPPOMtm3bpi+//FItWrTgw7hotDfffFOTJ09Wy5Yt9eabbyo6Otrt/P79+7V27VrNnDlTDodDRUVFvNdwzI4MVo888og+//xzff311xoxYoTi4+PVqlUrJScna9++fbrmmmt08cUXa+7cuaqtrZXdbpeXlxf/WIlGMQxDu3btcv0jZFpamqZPn+46Z7FYtH//fr333nt6/fXX5XA49Pnnn6tly5Zu71ecXPyUm6n58+frn//8p1577TVNmzZNEydOVEJCgux2u7744gtXv9DQUN1+++2Kj4/XE088oQULFniuaDRJh8PT4f8dMGCApkyZoueff14zZsyo8xfZTZs2uf4CcvgvuzU1NfxlF402YsQIXXLJJdq2bZs++ugjHThwQNLv78X//ve/evHFF9W6dWsVFhbyXkOjHP6L6pQpU/TYY49p2LBhSklJ0f/+7/9qzJgx6tq1qx566CFde+21WrBggWbPni1J+vDDD+Xl5aXa2lqCFf7UkX+GWiwWderUSZ9//rn8/f1lt9u1adMmSb//A+WhQ4f03Xff6bzzztMXX3yhli1b6tChQwSrU8lAs/Pzzz8bQUFBRp8+fYxDhw652v/yl78YFovFyM3NNXJzc42ysjKjurraMAzD2L17t/HSSy+59Qf+zOH3j2EYxv79+93Ovfjii4aXl5cxY8YMo7a21tX+ySefGE6n06ipqTEMwzAOHjx4aopFk3b4/XLY4ffNwYMHjaFDhxq9e/c2cnNzjaqqKrd+69ev572G4/b1118bffv2Nf773/8ahmEYK1asMPz8/Iz58+e79ausrDRKSkpcv9fxXsOxOPL3tb179xr79+83ysrKDMMwjJUrVxq+vr7G6NGjjeLiYrdxv/zyi+u9xt/bTj0eC2ymVq5cqeHDh2vgwIF69dVXNXLkSH355ZcaPny42rRpowULFig4OFitW7fWTTfdpFtvvVUdOnSQJB5jwJ/6/PPPFRER4dq6/8knn9Tq1avl7e2tf/7zn4qIiJCvr69eeuklJSUlafLkybr11ltdmw58+OGHslgsPMaAY3Lk+2TBggUqKirSr7/+qiuvvFJ/+9vfdOjQIQ0bNky7du3SlClTNGzYsDpfK8F7Dcfjq6++0ogRI/Tdd9/p/fff15gxY/TYY4/pzjvvVGVlpf7973/rqquuctttl/cajoVxxFMdc+bMkd1u108//aSQkBDNnDlTF198sVatWqVrrrlGN998szIyMlyPC9Y3B04hz2Y7eNLKlSuNdu3aGf7+/kbfvn2Nbdu2uc5VVVUZb731ljFy5Ejj2muvrfOvwkBD0tLSjPDwcGPJkiWGYRjGE088YZx11llGSkqK0aNHD6NPnz7GCy+84LqT9eqrrxre3t5G7969jcjISLe7XUBj3HfffcY555xjTJgwwUhNTTUsFosxc+ZMwzB+u1MwZMgQIyoqyli4cCF3DtBoR95hP/zrwsJCIzIy0nj++ecNf39/Y+7cua4+//3vf43Ro0cbX3311SmvFWeOKVOmGAEBAcabb75pfPDBB0ZkZKQRGBho7NmzxzAMw1i1apXRunVrY9CgQYbT6fRwtTAMwyBcNXOrV682wsLCjEGDBhm//vqrYRh1H1c4/IfIkX+wAA2pqKgwrr32WqN///7Gu+++ayQmJhr5+fmu87fddptx8cUXG88//7wrYG3YsMH47LPPeDwLx23FihXGueeea6xcudIwDMPIy8szLBaLkZOT4+pTXV1tXHLJJcbYsWM9VSaaqCP/gfHAgQNu566//nrDYrEYc+bMcbX98ssvxuDBg40bbriBf5zEcfvxxx+N/v37G3a73TAMw3j//feNdu3aGc8995xhGL8/ep+fn29cffXVvNdOEzwWeIYzjnJL+PCjCatWrdKgQYMUGxurF198UW3btnU7b/xhNzegIYe/ILiyslJDhgzRvn37VFVVpTfffFN9+vSR9NtjpWPHjtW3336rCRMm6NZbb9VZZ53lmoPHTnEsjvz9yWKx6NVXX9Ubb7yh//3f/9W7776rsWPH6oknntCECRNUXl6uDRs2KDo62rVhBY9l4Xg89thjWrZsmUJCQnT11Vdr3Lhx+umnnzR8+HBt3bpVkyZNUnV1tT766CM5HA59+eWX7NSGY/bHv7N9+eWXuu666/Tjjz/qk08+UXx8vOux019++UUvvfSS4uPjFRQU5BrDe83z+Omf4SwWi/5fe3cel2P2P378ddd9lxTKlt3YyZIlS1nHTsLI2BlrkmUYM6GZrMMga/ax75ElJHuWMJJkyZJlMAyyR9rr/P7w6/7W4CMzqHg///l8uu7rup0ec7qu877O+7xPQkICUVFR+mPJm9Al//HVqlULPz8/9u3bx4ABA4iIiEj1uUajkcBKvFNSUhJa7aut80xNTdmxYwf58+fn8uXLHD9+nISEBAAMDQ1ZuXIlFStW5Ndff+XAgQOpvkcCK/EuMTEx+vvTs2fPAMiWLRuxsbEsW7aMXr164eHhgZOTEwCHDx9m5syZ3LlzB0NDQ32lNiHeJWU/mTZtGpMnT6Zq1ao8fvwYDw8P3N3dyZkzJ7t376Zp06b4+Phw8OBBypUrx5kzZ6RSm0izJ0+e6MdaGzZsAKB48eLY2dkxefJkOnXqxPTp03F2dgbg+vXrHDx4kCtXrgD/V1VQ+loGkI6zZuIjS0pKUgkJCapFixZq3LhxKiIiQv/Z2rVrlb29farz//jjD6XRaNTo0aM/dVPFZ2T37t3qzJkzSqlXFQIbN26sqlWrpnx8fFKl+yUmJqrx48dLJSPxXnx9fdWsWbOUUkr1799flS1bVsXGxqqQkBBVs2ZNZWxsrCZNmqQ/PyoqStnb26vevXtLarN4LynvTcePH1cTJ05Ue/fuVUq9qqA7ZcoUVbhwYfXzzz/rz3v69Gmq1CxJcRZpsWPHDlWlShV19+5dNXToUGVmZqZu376tEhMTVadOnZRGo1E//fST/vzIyEjVokUL1bJlS0kFzIAkuPoCrF+/XpUoUUJNmzZNKaWUj4+PypEjh5o+ffpr54aGhsrDQLyXlDf2gIAAVapUKeXk5KSuXLmilHq1BqtBgwaqevXqrwVYySTAEmk1YMAAVaBAAdWoUSOVO3duFRoaqv9s7ty5Kn/+/GrgwIFq586dateuXapp06aqUqVK+n4nAZZ4l/79+6e6J+3fv1/lz59fFShQQIWEhOiPh4eHqylTpqiiRYsqNze3175H+ppIq4iICJU/f35VpEgRlT17dv0LSqVeBei1atVS5cqVU/3791djxoxR9evXVxUrVtSvuZIAK2ORucMvQKdOnfDw8GDBggX06tWLrl27Mm3aNH744YfXzi1fvjxarVafwiXE/6KU0qcgeHh44OPjQ2RkJKtWrWLGjBlcunSJbNmysX37dszMzJgyZQqbNm16LSVLUgFFWs2fP58iRYrg7+9P3759KVOmjP6zgQMHMnz4cK5du0bbtm2ZOHEiJiYmnDp1SjYIFmkSFBTE48ePU92j8ubNS8eOHXn+/Dl79+5NdbxXr14MGjSIadOmsXjx4lTfJX1NpEV8fDzZs2enS5cu3L59m6+++ors2bPr+6BWq+XIkSM4ODjw119/cfr0aWxsbDh9+rSknWZQUtDiM5eUlIRSCkNDQ0aOHImHhwft2rVjzZo1GBsbp3fzRCam/rEHx6RJk9iwYQO5c+fG19eX9evX07hxY77//nvKlCnDixcvqF27NjVr1nxtECLE/5Lc12JjY0lISMDFxYW4uDiCgoIYMmQI3bt3x8LCQn/+y5cvuX37NpaWlpibm+vXniavCRTibRITEzEwMECj0bBixQq6du2KTqfj6tWrzJs3D19fX4YNG8bAgQP119y/fx9/f386duwoL4pEmql/FK/YvXs32bJlo1u3blhaWrJ48WIqVKhAUlJSqn4VHx+PTqcDpABURiXB1Wcu+Y93y5Yt9O7dmy5durBr1y4GDx6Mk5MTZmZm6d1Ekcns2bOHZs2a6X+Ojo6mRYsW1KlTh19//VV/fNasWUyaNAlHR0eGDh1KmTJliIqKwtjYWB4GIs1SVr7650Bi4MCB+Pn5MWzYsFQBVnh4uFTPEv/JjRs3qFevHgUKFODo0aPodDouX77M4sWL2blzJ0OGDMHFxeW162SwK9Ii5T3p9u3bGBsbo5TC0tKShw8fYmNjQ/78+Vm2bBlWVlYAzJkzh8GDB6dns0UaydPmM5QyXtZoNOzZs4cuXbowefJk5s+fz6xZs5g3bx4zZswgOjo6HVsqMpuxY8eyfv36VH3M0NAQY2NjfUXK5JTSoUOH0rJlSzZu3Mi8efO4du0aWbNmxdDQkMTExHRpv8hcUg5AFixYQPfu3Wnbti1ubm4AzJs3DwcHB+bMmcPSpUsJCwujcePGtG/fHpDqWeLfK1y4MIsXLyY+Pp4GDRoQHx9P2bJl6devH/b29sybN4+pU6e+dp0EVuJdUqbTjx8/nk6dOlG7dm0cHR1ZvXo1efLk4cyZMzx8+JCePXuybNkyWrZsyaxZs+TZmUnIE+czsH37dk6ePMlff/0F/F+ed1JSEklJSZw5c4bly5fj7OyMUoo2bdowceJEzp07R5YsWdKz6SKT6dKlC0uWLEGj0RAaGgqAkZERZcqUYcOGDfz9999otVp9rnjRokWxsrLiyJEj7Nq1C0CfpirEuyQPQEaOHMmECRMoWbIkzZs3Z/LkyfTs2RMAT09P2rRpw++//07Lli158eKFvry/rHkRafGmsvxarZaGDRvy22+/8eLFi9cCLFtbW0JCQpDkH/G+ku9LY8aMwdPTk19++QUvLy8sLCz47rvvuHbtGhYWFgQHB2NkZMSyZcuIjY3l8uXLGBoayjYSmYCkBWZyISEhVKtWjWbNmmFiYoKtrS39+vXD3Nxcf07KNAX1hg2B/5n3K8S7bN26FXd3d3788Uf9ILdGjRpERUWxZcsWLC0tMTMzo0OHDvTu3Zu9e/eyefNmrl69iomJSfo2XmQqQUFBdO3alSVLllCvXj327NnDN998w+zZs+nXr5/+vKNHjxIXF0f9+vUxNDSUNVYiTVLOjq5bt44LFy5gYGBAq1atqFmzJnFxcRw6dIgff/yR7Nmzc/DgQXQ6Hbdu3aJIkSJoNBp5hor39vjxY7799lt++uknWrRoga+vL927d+e3337D2dmZ6OhoTExMiI2N5dGjRxQoUEDWjmYiMnOVyVWsWBE7Ozu++uorevXqxcKFC+nRowcDBgzg6dOnxMTEYGho+FqqYEryUBDvq3DhwpQvX57ly5ezatUq4FXAZW5uTp06dWjQoAGVKlXi7Nmz2NvbU7duXXLkyCEpDeK9PXjwADMzM+rVq4ePjw/t27dn5syZ9OvXj4iICLZv3w5AnTp1aNiwoT7tVAYgIi2SA6sRI0YwatQozp49S1hYGI0aNWLPnj0YGRnRoEEDpk2bxsuXLylfvjyJiYkULVoUjUZDUlKSPEPFe4uKiuLs2bOULFmS3bt307lzZ31gFRMTw9y5c7l8+TLGxsYULFhQ39fkvpY5SHCViSW/wejcuTOGhoY4ODgQEBDAoEGDuHz5MpUqVeLHH3/k4MGD+pu/PATE+3pTCoKNjQ0///wzBQsWZOHChaxbt46CBQty9OhRJk6cSNeuXenTpw+XL18GYN++fVhaWsraF/HeChcujJmZGTNmzKBHjx5MmzaN/v37A3D27FmWLFnClStXUl0jaafifSxatIj169ezadMmfH19adeuHVFRUdjb2+Pt7a0PsMaNG0etWrVSXSv3NPEub0oQy5UrF40aNcLT05MOHTowffp0nJ2dAfjrr784evQo169fT3WN9LVM5JPtqCU+mpMnTypzc3O1ZcsWpdSrDVkrVKigKleurLp27aqMjIxUkyZN1IEDB9K5pSKzSbkx4fLly9Xo0aNVt27dVGBgoFJKqbCwMNW5c2dVu3ZttXLlyteuv379unJxcVE5c+ZU586d+2TtFpnP2zbBvH79umrQoIEyMjJS7u7u+uPR0dHK3t5ederUSTZrFe8lZV9LSkpSrq6uavHixUoppXbs2KGyZ8+uZsyYofr37690Op3auXOnUkql2gBdNj4XaZGyrz1+/FhFRETof3Z1dVUajUY5OTnp72ERERGqZcuWqnHjxtLHMjFZc5XJhIWF8ezZM+Li4qhbt67+uLu7O3fu3GHy5Mk0a9YMCwsLfHx8yJYtG7t372bLli0sWrRI3uiKNFH/WJvn6urKunXraNasGS9fvmTz5s1MnjyZ4cOHc/bsWaZOncqdO3fo2rUrTk5OADx58oRdu3axcOFC5s6di7W1dbr9PiJjUynWrHh6enL9+nWSkpKYNGkS2bJlY9euXTg7O1OjRg0aNmyIubk5S5cu5cGDB5w+fVpfREXe7Ip3SdnXZs6cSfPmzdHpdBgYGJCYmIi9vT2DBw9m8ODB+Pn50apVK+DV7HujRo3Ss+kiExszZgxbt27FzMyMhg0b6rct6dGjB3v37qV27dqYm5tz9epVIiIiOHXqFDqdTu5rmZT8F8tE1q1bR58+fZg8eTKXL19ONdVsa2tLaGgo1tbW5M2bl3Xr1pEjRw40Gg0tW7ZkyZIlUgJbpFl8fLx+ALJjxw7Wr1/Pzp07Wbp0KT/++COJiYkUKVIEAGtra0aOHEnWrFkJCQnRf0fOnDlp27Ytvr6+EliJ/ym5r02cOJFx48Zx7949du7cqV+316JFC2bPno1Op8Pd3Z0lS5aQN29egoOD0Wq1JCQkyABEvFPK9VG///47kydPJiIigpIlS1K8eHEuXbpEzpw56dq1KwDm5uY4OTmxePFi6tevn55NF5nYihUrWLZsGX379sXOzg5PT0+6desGwKpVq3BzcyNv3rzExsbSvHlzgoOD0el0cl/LzNJz2kyk3YoVK5Spqalau3atun79+hvP6dixo8qVK5d69OjRJ26d+Jzs3btXffPNN+rFixdKqVfpgI6OjkoppdauXauyZcum5s+fr5R6lcJw48YNpZRSV65c0adAvC3FS4iU/tlPvv/+e3X48GGllFJPnjxRjRs3VgULFlQhISFKqVepWA8fPlTR0dH6a1KmagmRFn/88YdycnJS69atS3V848aNSqPRqMDAQPXgwQPl4OCgevXqpf9c+ppIi3/e19avX6/WrFmjlFIqNjZWbd++XWXPnl116dLlrd8hKYGZm4TEmUBwcDBjx45l1qxZdOnSheLFiwP/l7qVXHDA2dmZkiVLcubMmVSfC/E+Tp48SXBwMCdPngTg/v37PHjwgP379zNgwACmTJnCgAEDANi0aROTJ0/mxYsXlCpVCgMDA0ljEGmSsp8EBgayf/9+7t27R7Zs2QD0qc1WVla0bt2as2fPYmhoSO7cufX78ymlpHqWeKeUGRsHDx6ka9eu+Pj4YGZmBvzfM7R58+Z07NiRWrVqUbt2bW7evMmiRYsA6WsibVSKDYJXrVrFnDlzmD59Oo8fPwZe7QvZsmVL1q5dy86dO/VbmfyTLOHI3GQElAlcvnyZfPny0bJly1THk9Mbkv+QK1euTHx8PKtXr071uRDvY9SoUVhaWjJ+/HgAunfvzosXL2jatCmTJk3SB1bR0dH4+PiQmJioH6SAVDQSaZPcT3766SeaNm2Ks7Mz3t7enD59mri4OABMTU3ZunUr5cuXp0aNGly9ejXVd8g9TqRF8kD15MmTfP3113To0IH4+Hg2bNjA06dP9X0xW7ZsLFmyBD8/P6ZOnUpISIg+PUv6mngXlWI9n7u7O/369cPLy4srV66wc+dOnjx5Arzqjy1atGDt2rWsWrWKiRMnpmezxUcgo6BM4NSpUzx79owCBQq89lny7NS1a9e4d+8eLi4uXLt2TWatxHt59uyZ/u2tgYEBCxcuJCQkhEmTJlGwYEF69OhB+fLlCQkJ4dq1a+zduxdHR0du3brFggUL9BtpCvEuKfuJv78/R44cYePGjXh7e9OqVSvc3Nw4dOgQ8fHxwKsAy9vbGxcXF/2svRBpsXXrVjp27AjAsGHDcHZ2JjY2lt9++41+/fpx/vx55s2bR0REhP4aU1NTmjdvTtu2bWXPNPFekgOr69evc/r0af744w98fX3x9fUlKCgIFxcXfV8zNDSkefPmHD16lBEjRqRns8VHIMFVJmBmZsaTJ0+IjIwEUqc4aDQaEhMT+f3339m3bx8dO3bkyJEjMtgVabZlyxYaNWrE3LlziY6OBqBUqVL07duXbdu2cfHiRfr160fPnj0JDg6mUqVKjBo1CkNDQ06dOoVWqyUxMVHe7Io0Se4nq1atwsfHh3r16tGsWTOqVKnC9u3bsbGxoUePHhw8eJCEhATg1T1w5syZUpRHpJlSiixZsrBt2zYqV67MsmXLWL16NcbGxgBMmTKFRo0a4ePjw9y5c/WD3n/u6yfpWeJ9TJ8+nbZt2xIbG0vhwoWxsLCgbt26+Pn5sXfvXvr378/z58+BV33Lzs5OX5RHfD4kuMqArl+/zsWLF/WV1zp37kxERATDhw8HXv1BJr/VBXjx4gWXL1/GwsICMzMzDAwMUk1PC/E2CQkJhIaGcuHCBbZs2YKtrS1nz54lW7Zs9OvXjzt37rBs2TLMzMwYPHgwwcHBHDt2DD8/P7Zv365PmZEBiHhfGzduZO7cuYSEhBATE6M/vnPnTmxsbOjduzd+fn6vBVPS10RaaDQaWrRoQdOmTTl37hz16tWjfPnyAPrn54wZM6hXrx7bt29n0qRJREZGSlqz+E/s7e0JDw/n+PHjqTYBrlWrFrt27eLAgQO0b9+ely9fprpOZkc/L3IXyWBWr15N27ZtqVevHnXr1mXKlClYWVkxcOBAli9fzqBBgwDQ6XTAq2ID3bp149mzZ3Tp0kX/PRJYibTQarW0bduWcuXK0a1bNzp27EiXLl0YM2YMWbJkYdGiRcyYMYOAgACMjIwwMDCgcuXKWFpaotFoSEpKkoeCeKc3zaL7+vrSt29fLl++zJo1a1INNnx9fSlUqBCLFy+WYEr8J23atMHT05Njx47py1/rdDp9QD9jxgyqVq1KeHg4pqam6dlUkcn8c5ZTKUXZsmUJDAzExMSEsWPHcu3aNf3nNWvWZPPmzRgaGmJiYvKpmys+IdlEOANZuHAhgwcPZsGCBZiamhIYGIinpycbNmygSZMmuLm5sXTpUsqVK0f9+vV5/vw5ly9fJi4ujhMnTqDT6UhMTJTBiHinZ8+eYW5urv950aJFjB49mitXrnDq1Cm2bt3KoUOH6Ny5M0FBQURGRrJ69Wry58+ffo0WmVLKqoBxcXEkJiamGlh06tSJc+fO4erqSocOHciaNesbrxXifaXM4Ni5cyddunTBwcGBNWvW6M85cuQI9erV058rWR8iLVLem27cuEF0dDRly5ZFo9Gg0Wi4cuUKNWvWxM7OjtmzZ1OyZMn/+R3iM/NpK7+Lt/H29lYajUYdO3ZMf+z27dvK2tpav8fQ/fv3la+vr2rWrJmqXr26+uabb9Svv/6q33tD9uAQabFz507VvHlztXbt2lTH+/TpowYPHqzi4uLU06dPlY+Pj8qfP7/Kly+f0mg0asuWLenUYpFZpdzvZerUqapdu3aqdOnSau7cuercuXP6zzp27KisrKzUypUr9furvek7hEirpKQkfd9J3vtx586dysLCQrVv316Fhoaq5s2bq8aNG6ukpCT9NUK8S8p70ujRo1WZMmWUpaWlsrKyUps3b1aPHz9WSil1+fJlZWFhoRwcHNSlS5fSq7kiHUjInAFERUURGBgIoC/VmZSURKFChShcuDDGxsYkJiZiaWmJvb09u3fv5tChQ2zZsoWff/5ZX1BA0rNEWkRFRWFoaMjAgQPp378/Fy9eBF6t7bty5QrBwcGYm5vTpk0bTpw4QadOnWjbti2tW7dO55aLzCb5raybmxseHh7Y2dnRs2dPZsyYwfTp0zlx4gQAXl5eWFtbM2zYMAICAt74HUK8D/X/9xvavHkz1atX5969ezRv3pwtW7Zw7NgxHB0defLkCX5+fjJjJd5L8j1p3LhxLF68mMmTJ3Pz5k1y5szJzz//jLe3N0+ePKFMmTKcOHECX19fli5dms6tFp9Uekd34pUbN26o4cOHq2zZsul38t60aZPSaDTq4MGD+vPkzZr4EO7du6c2btyo8ubNq2xsbNSECRNUUlKSGjBggKpbt26qc6OiovT9TnaNF+9r8+bNqkSJEurkyZNKKaVOnDihNBqNKlGihOrYsaMKCgrSn+vu7i59TLyX/zWzuXnzZmVqaqoWLFiQ6nhERIQ6ceKE/lrJ+hBpkXL8dfr0aVWrVi3l5+enlFJq3759Knv27KpGjRoqd+7catGiRfoZ01u3bkkf+8LImqsM5Pbt28ycOZOlS5fy3XffsWbNGqZMmUK/fv0kN1f8J2/rP/fv32f8+PH4+/uTO3duJkyYQO/evXF2dn5t7w0lb3ZFGqTsa7GxsZw4cYKgoCB+/PFHduzYQY8ePZg9ezampqZ06dKFb7/9lr59+9KgQQP9d8jaUZEWKfva3r17uXXrFubm5pQrV44KFSroZ0qdnJzeeM2bfhbiTVI+/x49ekRCQgJ79+6la9euHD16lA4dOvDrr7/Sr18/bG1tiYiIoE+fPvTt25ccOXIAr6rzSobRl0GCqwzm9u3bzJ49m7lz59KpUydWrFiBUkqf4iDE+0o5eDh06BCPHz+mfv365MiRA51OR1RUFGfOnGHs2LEEBweTNWtWsmXLxubNmylXrlw6t15kVqNGjaJkyZLY29tjaGiIVquldevWODg44OrqSlJSElZWVjx9+pTBgwfzyy+/pHeTRSbl6urKpk2byJ8/Pzly5CAkJIQ9e/ZQpEiRVIV7hPg3UgZWTk5OXL16FV9fX2JiYsiVKxedO3cmT548+r34OnbsyNGjR2nQoAFr1qyRl5JfIBmtZzCFCxdm0KBBDB48mK1bt+Ll5aWvPiPEv5EcWI0YMYJvvvmGgQMHUrFiRdauXcvjx4/JmjUrdnZ27N27l/Hjx2NhYUHu3LkpU6ZMOrdcZCYp39P5+/szf/58KlasSL58+ciTJw/Pnz/n/v37lCpVCng1a1q7dm1mzpyJm5tbejVbZHKrVq1i9erVrFu3jmPHjtGiRQvCw8O5ePGiBFbig0gef4WHh3Pz5k3Gjh2LqakpuXLlIiEhgYcPH2Jqaqp/1up0OrZv387q1av16/nEl0XmJzOgr776iiFDhpCUlISLiwtRUVH07t07vZslMhmVorRwWFgYR44cwdfXl/LlyzNq1CjGjx/Pixcv6Nq1Kzlz5gRg4MCBNGnShJIlS2JgYCApMyLNkgcgCxcuJD4+Hjc3N2rUqKH/PCoqChMTEwICAkhISGDFihXExcXRuXNnNBqNpAKKNPnnPSk0NJQOHTpQq1YtfHx8cHNzY9GiRXTq1InIyEiePn1K4cKF07HF4nPg6enJunXryJcvH1WrVtUf12q15M+fnw0bNvDs2TPOnTvHs2fPqFy5sjxDv2DyX/wTun//PrGxsWk6t3DhwgwdOpRvvvkGLy+vj9wy8blJSkrSD3ZfvnyJiYkJdnZ22NnZYW5uzoIFC2jVqhUzZ85k3bp1PH36VH9t6dKl5aEg/pVnz57x+++/8/3333Pz5k3g/2a0ypUrR//+/dm/fz8///wzL1++TFWpTQIr8S4p0+MPHTpEREQEWq2WXLlysWPHDrp3746Hhwf9+vVDKcW2bdvYsGED0dHR6dxykZnFxcVhaGjI/fv3uXz5MtmyZQPQj+dWr15NgwYNePjwIV999RVnzpzB0NBQnqFfMFlz9YmsXr2aX3/9lenTp9O8efM0L2p88OABuXPnlj9Q8a+MGTOGPXv2cO3aNUqVKoWvry+5cuXSf/7999/j5+dHnz59GDhwoP6hIcS/dfnyZUaMGEFQUBABAQGUKFGC+Ph4dDodAH/99RcajYaCBQtiYGAgi7xFmqQcqI4aNYrNmzezZ88efHx8mDRpEtHR0UybNg1nZ2fgVaDfsWNHatasyfjx49Oz6SKTUW/YUPrJkyds27aNwYMH06lTJ5YsWQJATEwMWbJkAVL3UbmvfdlkxP4J7N+/Hzc3NyIjIxkwYAD79+8nISEhTdfmzZtXP4sgxLukfFeyfv165s6dS9euXfn666+5desWU6ZMITw8XH/O7NmzsbOzIzg4GDMzs/Rossik/nlPSkxMBF7NfE6bNo3ixYvTpEkT7t27h06nIz4+HoAiRYpQuHBh/X1NBiAiLZIHrffv3+f27dvMnz+fYsWKMWzYMJo0aYJSijJlyvDnn39y7do1OnXqxOPHjxk9enQ6t1xkJimzPh4+fMjz58+JjY0lZ86ctG3bltmzZ7Nt2zYGDhwIQJYsWYiLiwP+r48qpeS+9oWTmauP7OXLl0ybNo179+4xbdo0unTpQmBgICtXrqRx48byByg+it27d7Nnzx5sbGzo2rUrAKNHj8bPz4+mTZsydOhQ8ubNqz8/+Y2blFsXaZHyDe3ixYsJDg7mxYsXdOnSBXt7ewCuX79Ojx49CA8PJyAggPz580v/Ev/J4sWLcXV1pWjRoqxfv15fzTQmJoZ27doRGhpKREQE5cqVQ6vVcvDgQXQ6naznE2mS8r42ZcoUtm3bRmxsLHny5GHlypVYWlry7NkztmzZgpubG+3bt2fu3Lnp3GqREcnM1UeWNWtWmjRpQvfu3TEzM2P79u3UqFGD7777jv379+vf5qYk8a74L06ePMmoUaNYtWpVqnTS8ePH07JlS/bs2cOcOXO4d++e/rPkWQQZ+Iq0SO5XI0eOZPz48cTGxmJhYYGDgwOLFi1CKUWJEiVYtWoVBQoUoFSpUjx+/Fj6l/hPWrVqhbW1NefOnePu3bvAq+dllixZ8PPzY/369axbt445c+Zw5MgRdDodCQkJEliJNEm+r/3888/MnDkTJycnxo4dy99//029evW4fv065ubmtGvXjt9++4358+czbdq0dG61yJA+wUbF4v9Lubt3q1atVN68edWuXbtUYmKievr0qfr9999VZGRkOrZQfC5mz56tSpUqpRo2bKju3r2b6rMxY8aoQoUKqUWLFqVT68TnYOXKlapo0aLq5MmTSimldu/erTQajTIwMFCTJ0/Wn3f58mXVv39/lZCQkF5NFZ+R+/fvKxsbG1W+fHl1/fp1pZRSiYmJbzz3bceFeJt9+/apKlWqqICAAKWUUtu3b1c5cuRQX331lcqfP7+6evWqUkqpx48fqx07dsh9TbyRpAV+BG+rEKOUIjExUZ8K6ODgQFBQELNmzWLmzJmYmJjg7+8vxStEmv2zr6VMf5k/fz6rVq3CysqKSZMmkS9fPv15S5YsoVevXvJGV/wrsbGxLFq0CGNjY/r374+vry9du3Zl+vTpREREMGLECDw9PRkwYECq2SpJzxIfQnh4OM2bN0cpxdatWylWrFh6N0l8Jo4ePcrBgwdxd3dn9+7d9OjRg7Fjx9KoUSO+/vprzM3N2bJlC2XLltVfI/c18U8SXH1gKQe7YWFhZM+eHY1Gk2pgm7JyVosWLdizZw8VK1bk1KlT6HQ6WZcg0iRlX1u4cCGBgYHEx8dTq1YtBg0aBMDcuXNZt24dZcuW5bfffsPS0jLVd8hDQaSFekP1rD///BONRoNWq6Vly5b06dOHoUOHcvr0aezs7IiLi2PlypV07949nVsvMrO3PQ/Dw8Np0aIFGo0GLy8v/ebUQqTV216E3717l7x582Jvb4+NjQ0TJ04kKiqKli1bcuLECRo1asTOnTvTocUis5Apkg8s5VqEFi1aYGNjQ8OGDVmxYoX+HJ1OR1JSEi9evCA6OppatWoRHByszw+XwEqkRXJfGzFiBKNHj0aj0ZCUlMTQoUPp0KEDz549Y9CgQXTs2JFr167h7OzMkydPUn2HBFbiXVKuxYuKigJeDXiLFy9OsWLFuH37NhqNRl/IwsTEBGdnZ7Zs2ULnzp3Trd0i8wkMDGTZsmUsW7aMoKAggLc+Dy0tLdm1axf3799n4sSJn7KZ4jOQMrD6888/uX79Oi9evACgQIEC3L17lytXrmBrawu8eiluaWlJQEAAO3bsSLd2i8xBStV9ICnfrm3dupUVK1awdOlSIiMjOX/+PH369CE8PJwRI0aglEIpxYwZM7h27Ro3btxAq9XKvgjinf75FjcoKIi1a9eyefNm6tatC8Dw4cNp0qQJQ4cOZcWKFXz//fdERkZy584dzM3N06nlIjNSKTZtnTJlCv7+/hgaGlKxYkXc3d0xMzMjOjqa0NBQgoODiY+Px9XVFZ1OR9u2bQHZ70WkzbJly3B3d6do0aKEh4djYWHB5MmTady48VuvsbS0JDQ0lOzZs3/ClorPQcqXk9u3b+evv/6iTp061K1bl19++YUiRYpQoEABRowYQUREBIsXLyY+Pp5q1arpC0DJEg7xVp9+mdfnbceOHcrJySnVgm6llFq0aJHSaDRqx44d+mN//fWXfjFkfHz8J22nyHycnZ3V3r17Uy3SPnDggCpSpIgKDw9XSv1fP/L391dZsmRRu3bt0p+bXFBFFnmLtEhZgGfatGkqW7Zsaty4cap79+6qSpUqqlSpUurx48dKKaV++OEHpdFoVIkSJVSVKlVUXFzca98hxNts27ZN5cyZU3l5eam4uDh1+vRp1aZNG+Xm5qaUSls/ksICIi1SPv9Wr16tChYsqHx8fNTmzZvVjz/+qIoVK6YGDRqklFIqJCREff3118ra2lq1bNlSf1+TZ6h4F1lz9QGdPXsWJycnwsLCGD58OO7u7vpZqqSkJLp27YqxsTFLly7Vr7mCt+f9CpFSmTJlSEhIYMWKFdSuXRsDAwNCQ0OpUqUKW7dupVWrVvoy/uHh4dSuXZtJkybRsWNH/XcoWc8n3lNQUBCenp506NABBwcHAM6dO8eAAQOIjIwkMDCQLFmycOrUKeLj46lRowaGhoYyYyXS5MmTJwwaNIiiRYvy22+/6Y+PGzeOTZs2cfr06VTPSyE+hCNHjrB582aKFSvG0KFDgVd90dvbGw8PD8aNG6ffI/LevXvky5cPjUYj9zWRJjKi/w/+GZdaW1szaNAgihUrxqpVqzh37hwajUa/6NvCwoJHjx699qCQwEr8L0lJScCrAikFCxakR48eBAQEEBsbS9myZenatSuTJ0/G399f399MTU3JkiXLa98lgZV4H5s3b6Zv374EBASkKoZSoUIFpk6dSkJCgn79gY2NDba2thgaGqaqiirE/2JoaIiVlRVff/018H/PVWtra/397J/knbD4t5RSXLlyhRYtWjBnzhzCw8P1n+XMmZMOHTpQunRpjh8/rj+eP39+/Zpmua+JtJBR/b+UcgZg2bJljBs3DoDu3bvj6upKvnz5cHNz4+LFi2g0GqKjo7l48eJr1dqEeB87d+5Ep9MxcuRITpw4gVarxcnJCUtLSwYOHMi0adNYtWoV7du3R6fT0b59+/RussjEateuTdmyZbl79y6bNm3SD2oNDAyoVKkSsbGx/Pnnn69dJ4VSRFrlyJGDPn360LRp01TH8+XLh1arJS4uTn/s2LFjgLwkEv+eRqOhdOnS+Pj4ULBgQQ4dOsSpU6f0n1tYWFCmTBnCwsKIj49Pda28CBdpJSH4v5AyjS8wMJA9e/awd+9eLC0tcXZ2pnPnzsTHxzNnzhzs7OyoVq0aefLkISIigkWLFgGSniXSLrmv/fDDD9y5c4dcuXJx7tw5+vTpw4oVK6hTpw4mJiZ4e3szdepUSpYsSd68eQkKCtLPIshgV7yvxMRE8uXLx/z58zEwMMDf358FCxbg4uICvKp6ampqirGxcTq3VGQ2yc/Q5Odg/vz5Ux0HiIiIICIiAhMTEwCaN2/Oo0ePCAoKkmen+NeS+1yTJk1YvHgx/fr1w9PTE2dnZ+zs7Hj27BmBgYGUK1dO0lHFvyZrrv6DESNGcOrUKUxNTfUD2WHDhjF8+HAANmzYgIeHBxqNhgEDBtC7d28g9T5XQqTF4sWLcXV1Zf/+/eTJk4eEhAQ6d+5MeHg4a9asoU6dOgA8e/YMIyMjTExMJD9cpNnbAvDkwe6DBw8YNGgQp0+fpkqVKlhbWxMcHMzFixe5cOGC9DGRZikDqDt37hAVFUXp0qX1x5P/19fXl+HDh3P+/HkcHR25evUq58+fl2enSLOoqCiyZs362vGUL7d9fX1xdnYGoFKlSmTJkoW///6bI0eOYGxsLC/Cxb8ic5z/0vr161m4cCG//vormzZtwt/fn9atW7No0SJmzpwJQMeOHRk8eDC5cuVi586dXLt2DUAGIuK93bp1C1tbW6pWrUqRIkUoXrw4x44dI1euXAwYMIDDhw8TFxeHubk5WbNm1W/4Kn1NvMvWrVtZvHgxkZGRr32WPNjNmzcv8+bNo2bNmvj4+HDs2DHq169PWFgYWq2WxMTEdGi5yGxUitL+7u7uNG/enJo1a2JtbY2HhwePHj3Sf543b16yZs1KvXr1uHTpkj6wSkhISM9fQWQSS5YsoW7duly/fv21z5KfjwCtWrVi+fLlJCYm8vjxY1q3bk1gYCDGxsbExcVJYCX+FQmu/qWwsDAqVKiAra0tRkZGlCtXjqFDh1KlShV+++03Fi5cCMB3331Hly5deP78OQMGDCAsLEz+WEWaJRezeP78OXfu3NH3nZiYGLRaLSNGjODChQt06tSJixcvprpW+pl4l+DgYBwdHXFxcWHdunVER0e/dk5ygJUnTx48PT1p164dBgYGZMuWLdU5QrxL8j1pypQpLFiwgDFjxrBnzx7s7OzYtm0bEyZM0G90/vz5c86ePUt8fDyXLl3SB1bywkj8L0opXr58yS+//EJISAgdO3Z847rQlAFWkyZNWLZsGffv3+fYsWNcuXIFACMjo0/advH5kCfie0oe7BYpUoSIiAj9bBRA6dKl6dmzJ8+fP2f69OnMmTMHgB49etCxY0dMTEwwNTVNl3aLzCG5fyVLHrQ6OTlx9+5dRo0aBaCvBGhmZsaQIUNo3bo1FStW/LSNFZle5cqVadSoEcWLF2fQoEEsXLiQ2NjY185LDrBy5cqFp6cnWbNmZfXq1cydOxeQQF6kTWJiIs+fP2fXrl388ssvfPvtt9SoUYMFCxbQtm1bDh06xMGDBwEoXLgwP//8M4GBgRJYiTRLrpY7fPhw2rZti6GhIV9//fU7Z7BatGjBvHnz8Pf3Z/To0Vy+fPlTN118RiS4eoe3DXbLlSvH8+fPWbVqVapSnhYWFjg4ONCqVSu2bNmi/4Pu27cva9asoVChQp+u8SJTSZky4+XlxdixY9m+fTt37tyhQoUKjBo1Cm9vb4YOHcqjR4+4du0ac+fOxczMjEWLFumLVwiRFgkJCSilsLW1pXPnznh6ejJ8+HDmz5//PwMsS0tL5s+fj7GxMX5+fkRERKRD60Vmcfz4cc6cOQO8qiKZJUsWYmNjef78OYA+zc/V1ZVcuXKxevVq4NW+fhMmTECr1UpgJd5bxYoVCQkJYcqUKVSrVo3GjRu/cwarVatWTJ06lQsXLpAjR45P3WTxGZGCFv9DyoW3mzZt4t69e0RERPDdd99RuHBhVqxYwaBBg+jfvz+NGzemVKlSDBkyhLJly+Lo6EjdunXZs2cPTZo0SeffRGR0KRfNjho1ikWLFlGyZElu3rxJ8+bNcXV1pUyZMixfvpwxY8YQFxeHqakpuXPn1r/ZFeLfOHXqFPXq1cPf35/Q0FCcnJyYMWMGAwYMeGMlwOT74sOHD4mLi6NgwYLp0GqRGezZs4cWLVrQqlUrRo8ejY2NDUlJSbRt25ZHjx5x6NAhjIyM9H3q559/5tKlS2zatElSTcV7iY2Nfe1+1bt3b+Lj4xk3bhy9evXizp077Nu3j+LFi792fcpncGRkJGZmZp+k3eLzJHev/yH55j58+HAGDRrEunXrWLFiBVWqVGHlypX07NmThQsXcvz4cbp06UKzZs24e/cukydPpnz58pQvX/6NlWqE+Kfkm3pwcDBhYWHs2rWLkydPMm/ePG7evMmYMWO4ePEiTk5OXLt2jdWrV7Nq1SqCgoJkkbdIM29vb2bMmMGRI0f0x2xsbBg6dChr166lb9++TJ48mR9++OGdKYJ58uSRwEq8lVKKkJAQ4NXAd8aMGZw4cQIDAwPmzZvH9evX6dKlC8+ePSMuLo6EhASOHDlC3rx5JbAS72Xx4sVUqFCBuXPn6vdCA/j222+5f/8+FhYWbN26lfz589O0adO3zmAlk+Ub4j9T4n/avHmzyps3rzp79qyKiopSSinl5OSk8uXLp7Zu3aqUUurmzZvq3LlzKjAwUCUlJSmllBo+fLgqWbKkunfvXno1XWQyq1atUq1bt1YODg4qJiZGf3zz5s2qbt26qn379ur48eOvXZeQkPApmykyqeDgYKXRaJSxsbGqWLGi6tixozp8+LB6/vy5OnjwoCpdurQKDw9XSik1depUpdPp1IQJE1RcXFw6t1xkVhEREcra2lo1bdpUNWvWTHXo0EEFBgYqpZQ6duyYypcvnypbtqyytbVVtWrVUlZWVio+Pj6dWy0yk4iICFWiRAml0WhU27ZtVcGCBdWwYcPUoUOHlFJK2draKldXV6WUUvfv31cNGjRQpqam6u+//07PZovPnLweeofw8HCKFStGqVKl9KlXixYtolGjRvzwww/Ex8dTtGhRKlasSI0aNTh+/DgdOnRg9erVeHt7ky9fvnT+DURm8fDhQ0JCQjhz5gw3btzQH2/Xrh3Dhg3j8ePH/PLLL69VBZQNgkVaVK1alR49epCUlETPnj2JjIxk2rRpNGnShKxZs5IlSxbGjRtHUlISP/30E+7u7uzZs0fWuoh/JS4ujuzZs9OlSxeqVaumT8vy8PAgODgYOzs7rly5Qo8ePWjcuDFt27bl7Nmz+jVWQqRF9uzZ2bx5M6VKleLFixcsXryYmzdvMnr0aOzt7bGzs8Pf35/bt29jaWnJmjVr+O6777C0tEzvpovPmKy5eoepU6cya9Ys7t69C0B0dDQmJiZcvnyZunXrsnPnTmrUqKE//969e0ycOBEXFxesrKzSq9kig1Nv2ZhwxYoVTJkyhTp16vDjjz9SpkwZ/Wfr1q3j2LFjzJkzR9JmxHtJ2d8cHR0JCQlhzpw5FC1aFG9vb/z8/AgLC6NKlSr4+fnp02KSr3tbfxUipVOnThEbG0vt2rX1x/bs2cN3331HQEAAf/31F2PGjKFAgQL88MMP1KpV67XveNuG1kKkdPbsWSpUqKDvK2fOnNEH6e7u7uh0OsaOHcuxY8d4+vQpwcHB5M+fP9V3SF8TH4sEVym8qSLR3bt3qVu3LrVr12bVqlX646dPn6Zjx45s3bqVChUqAP83EElZCEOIf0rZP+7fv09cXBz58uXT76kxb948li5dSs2aNRk2bBilS5f+n98hxNtcu3aNxMREdDodxYoV0wdIbdq04fjx4yxbtgwHBwdu3LhBSEgIJUuWpFKlSqmCKQmsRFr4+vrSunVrtFotw4cPp3bt2rRo0QJDQ0OGDRvG8+fPWbp0KRs3bmTevHkUKFCAQYMGpQrEhEiLFStWMH78eMaOHUuPHj3096iQkBCaNm2KnZ0dGzZsIEuWLFy7do0sWbJQqFAhuZeJT0ZGZ8DBgwf1gdU/S1nnyZMHd3d3QkJCaNeuHWFhYQQGBjJ27Fjy5cuXanYq+Y9WBr3ibVIGRWPHjqVdu3ZYWVnh7OzM+vXrARg4cCC9e/fm5MmTeHp6vpYGCNLHxLstW7aMhg0bYm9vT+nSpRk4cCD79u0DYNu2bdStW5fu3buzY8cOihQpQrt27V4LrED2sBJpc+3aNcqWLYu1tTVHjx5l3bp1VK1alaNHj1KoUCEiIiJ4/PgxHTp0YNCgQZw9e5bdu3end7NFJrN+/XoGDBjAhAkTaNeuHfB/96gqVaqwd+9e/vjjDxwdHXn+/DklS5aUwEp8cl/8zFV4eDh169Yle/bsBAYGYmho+NoM1osXL9i7dy/jxo3j5s2b5M+fH0tLSw4cOIBOp5NZBPHeRo8ezcKFC1mwYIE+gH/+/DnOzs70798fgPnz5/Pbb7/x/fff8+OPP6Zzi0VmcujQIdq0acOcOXOoXr06oaGheHh4kCNHDnr27EnXrl2BVymChw4dYuXKlTRt2lQ/eyrEvzFjxgwOHz6MmZkZrq6urFu3jgsXLvD06VP++OMPRo8ezdixY4FXLzXr1asnaVkizaKioujSpQsNGjRg6NCh3Lx5k8DAQMLCwmjdujWFCxcmV65chISE0KJFC2xtbVmyZAm5cuVK76aLL80nL6GRwcTHxys/Pz9VpUoVVadOHX3lteSKRcnV/5JdunRJhYaGqsTExFTnCZFWhw8fVhUqVFABAQH6n42NjZWdnZ2qXLmyWrZsmf7cTZs2STVA8d5mzJih6tWrl+rYiRMn1DfffKPq16+vfHx89Mc7dOigNBqNOnr06Kdupsjkkp+PKZ+DkydPVnZ2dsrFxUXFxMSo27dvq/Xr1ytbW1t19uzZ175D7m8irZ48eaK++uordfDgQfXnn3+qkiVLqtq1a6uiRYsqS0tL5erqqm7duqWUUiokJERpNBo1YsSIdG61+BJ98dMtWq2WJk2aMHnyZCIiImjQoAGJiYlotVri4+P108h3795l9OjRFClShPLly+v3epFKWuJ9lShRgp49e1KrVi327t1Lu3btWLBgAV5eXjx9+pRp06Yxbdo04NXMgqGh4WvpqkL8L1myZOHx48c8ePAAeLVuqmbNmri5uaHT6di4cSMPHz4EYMOGDbi5ub2xuIAQb5OUlKR/Pmq1Wv2eaCNGjMDR0ZGgoCCGDBmCsbExnTp14sCBA1SqVImkpKRU3yMzVyKttFotRYsWJTIyEg8PDxwcHNixYwc3b95kxIgR+Pj4sH//fgAqV67MlStXmDhxYjq3WnyJvvi0wGQJCQn4+/vz448/kiNHDg4ePIhWqyUpKYlHjx7Rvn177t+/z6VLl+RhINLs7Nmz3Lt3D4Cvv/4aY2NjEhMTiY6OxtjYmG+//ZZKlSoxZswYDA0Nad26NX/++SeNGjVi1qxZkiMu/pXDhw9jb2/PggUL6N69e6rU5f3799OsWTMOHDhAgwYNUl33pqI+QvxTyv40b948/vjjD8LDw2nUqBGurq4YGBgwc+ZMvL29KV++PL/99hu5c+eWFHrxr6n/v2aqQ4cOnDp1imLFiuHi4oKjo6P+nL59+xIUFERISEiqfiZVAcWnJne5/0+r1dKwYUOmTZtGREQEX3/9NUopEhIScHR05NGjR1y4cAFDQ8PX3rwJ8SbLly/H0dGRfv360bt3b7p27UpMTAyGhoaYmZmRlJTEzZs30Wg0GBoaEhMTg5mZGaNHj9YHVvLuQ7yP5P5Sv359Bg8ejJOTEwcPHtTPtAM0btwYKysrzp8//9r1EliJtEgeuI4cOZJJkybx1Vdf0aFDB9zc3Bg4cCBJSUkMGzaM9u3bc/nyZQYMGEBERIQEVuK9XLt2jbCwMP7880/9i8ZZs2aRN29eDh48yPPnz1OdX61aNYoWLfpaP5PASnxqcqdLIWWA9fz5c+zs7GjYsCGPHz/m7Nmz6HQ6EhIS5AEh3mnRokU4Ozszfvx4Dh48SPfu3fHx8dFXBExMTCQmJoYKFSrwxx9/MHLkSBwcHLhy5Qrt27fXl/SXmSvxLgEBAfzxxx/6/pKcQuru7k6nTp2wt7fHx8dHH1xFRESQmJiIhYVFejZbZHKBgYFs2rSJjRs38uuvv2JlZYVWq6VGjRr6Z+QPP/xAo0aNyJUrF9myZUvnFovM5J/VTl1cXDh8+DAFChRgwoQJlC1blokTJ3Ls2DEePXpEfHw827ZtI2fOnOnddCG+nIIWyQUo0nI8Pj5e7d27V5UoUUJVqFBBxcXF6Y8L8S7btm1TGo1Gbd68WX8sNDRUaTQaNXbsWKXU/y0EP3bsmOrWrZuytbVV33zzjb6vva2/CpHS+vXrlUajUZUrV1anTp16rQDPs2fP1JAhQ5ROp1NdunRRLi4uqlGjRqpixYpyPxPv5Z+FJ3bt2qVsbW2VUq8K75iZmamFCxcqpZR6+vSpOnjwoP7c5H4p9zWRFgcPHlTZs2dXK1euVBcvXlQbN25U1atXVw0bNlRbtmxRSikVFBSkbG1tVa5cuVSZMmVUtWrVVKVKlfTP0H/eC4X4lL6IHJCUed4nT54kISGB+Ph46tev/8ZZKK1WS4MGDVi7di3Vq1fHwMBA1iKINElISODIkSOULFmSy5cv648nlx8+f/48gwYNIleuXPTp0wc7Ozvs7OyIi4tDp9Oh0Wikr4k0CQ0NZdq0abi7u7NlyxZ69erFsmXLqFatmn7GM0eOHMyePRtbW1v27t3L7du3KVu2LLt27dLv6ycpM+Jddu7cyW+//cauXbv0M1Dm5uZERkYye/ZsRo8ejYeHh34biZMnTzJ16lQKFSpEyZIl9SnOkvUh0iIkJITKlSvTo0cPAMqVK0eRIkWYMmUKs2bNImvWrDRr1ozjx4+zdu1aoqKi0Ol0dO/e/Y3b6QjxqX32BS1Uio3j3Nzc9OkxMTEx1KpVi0WLFpEjR463XgOyGFK8n2fPnjFlyhQOHTqEvb09ISEhXL9+HTc3N0qXLs3q1as5f/48ISEhmJqaMmvWLNq2bQu83veEeJsTJ07g5eXFDz/8QKFChahYsSJarZalS5fqA6yUL5b+OeCQAYhIqzNnztC0aVOqVKnCpk2byJYtG/fu3cPZ2Zm9e/cyfPhwfv31VwBiYmLo0KEDpqamrF27VgIq8d4WLFjAvHnz8Pf3J2/evPrn4qlTpxg1ahR58uTB09OT3Llzv3atjNdERvDZB1fJpk+fzm+//Yafnx82NjZMmTKFn3/+mePHj+tLEMvAVvxXyYPZZ8+eMWnSJLZu3cqjR484ffo0xYoVS3WOj48PV69eZdiwYTLIFe8tOjqa+/fv6/tVTEwM1apV0wdYNjY2AERGRmJmZpbqWrnXibRK7ivnz5+ndevWFC9enO3bt2NqasqmTZuYNGkSlpaWdOrUCY1Gw9q1a7l37x6nT5/WV9yVAEu8j39b7VSIjOKLCa569uxJ7dq16devH1u2bKFPnz5MnjyZ/v37ExMTQ5YsWdK7ieIzkfwgiIiIYPLkyezbt49WrVoxZswYNBoNcXFxGBkZpbpGZhHEf5Hcp+Li4qhSpQparZbly5eTP39+XF1dadasGd26dUvvZopM5NmzZ5ibm6c6du7cOVq1akXx4sXZtWsXJiYmbNiwAT8/P7Zt20aVKlUoUKAAK1asQKfTySyCeC8pX/qMGjWKWbNm4efnx9dff50qwKpYsSJOTk4MHjw4PZsrxFt9EcFVXFwc1tbWjBgxgq+++goHBwc8PDxwdnYmISGBCRMmULVqVdq0aZPeTRWZzNsGD/+cwTpy5AhNmzZl3Lhx+opuMugQH1JygB4XF6dPC0xISCAhIYGLFy9K8C7SzNvbmylTptCoUSMaNWpE5cqVyZs3L/Bq77527dqRL18+9u/fj4mJCQDh4eHkypVL38/khZFIi4CAALRaLTVr1sTAwED/bIyKimLgwIFs2LCBdevW0apVK7RaLREREdja2uLm5iYvjESG9dnd+d6UgmBkZETnzp1Zs2YNx48fx9PTk759+wLw9OlTTp069cbcXSH+l61btxIeHk63bt1eS7tK3lfI3NwcNzc3NBoN+/fv5/nz58yaNUsCK/HBJReoMDIyws/Pj6JFi2Jra8uhQ4ekeIVIswcPHjBv3jxOnz6tXxsaGBhIhw4dsLGxoVWrVuzcuZNvvvkGR0dHvLy8yJ49O3nz5tXPOiilJLAS7+Tl5UWXLl2wtrZmyZIlVK1aVX+Pypo1K7NmzSJ79ux06NCBb7/9FnNzc8LCwtBqtXTq1CmdWy/E231WM1cpA6vQ0FASEhKwtrbWD2wHDBhAwYIFmTdvHuXLl+fu3bv069ePp0+fEhAQIAMPkWbBwcFUr14dgIULF9K9e3f9G9yUUs5gjRw5kqSkJBYtWiTrXcRH8/DhQ+zt7Xn58iVnz55Fq9XKLIJ4L7t372bNmjWEhYXx66+/8vz5c/bt28fGjRspUqQIpqamWFtb8/vvv9O8eXO8vb0xNTVN72aLTCQ0NJSePXtib2/Pli1b0Gg0r1U7Tebl5cXevXt59OgRRYoUYebMmZJ2KjK0zyq4SjZy5EiWL1+ORqMhd+7crFmzhsqVK7Np0yZGjx6NUgqdToeJiQlJSUkcP35c/lDFe0lMTKR58+bcuHGDv/76iylTpuDi4oKxsfFr5yYHWJGRkZiamurLEkuAJT6GK1euMHHiRJYsWaLf+FwCK5EWKe9Lfn5+LFy4kAcPHrBu3TqKFy/OnTt3uHLlCuvWrePvv/9mz549+m0npGiFeB9S7VR8zj6L4CplUOTn58eQIUOYM2cOJiYmTJkyhdOnT7Nx40bq16/PmTNnuHr1KleuXKFcuXK0adNG9kUQ7yUhIQGA8ePHo5SiYMGCuLi4MH369LcGWCkHLRJYiY8pZf+S+5pIi7dV9Nu9ezezZ8/myZMnLFy4kCpVqug/i46O5s8//6Rs2bIYGhpKVUDxXqTaqficZerg6uXLl6lSEVasWMGLFy+Ii4tj+PDh+uOtW7fmxIkTbNq0iXr16r32PTJjJf6NU6dOUa9ePfz9/QkNDcXJyYkZM2YwYMCANwZYQgiR0aQMigIDA1FKkZCQQJ06dYBXpa9nzpzJo0ePWLJkCRUrViQpKQlAf508Q8V/IdVOxecm0wZXdnZ29O7dW1+YIiYmhipVqhAWFsbAgQOZM2dOqvPbtGnDqVOnWLFiBY0bN5a3HuK9eHt7c/v2bWxsbFIF6G5ubrx48YI5c+YwdepURo4cycyZM3F2dpYASwiRabi6uuLt7U1cXBwxMTE0atSIOXPmYGlpyb59+/D09OTx48fMnTuXqlWrpndzxWdGqp2Kz0mmDa7Wrl1L+/btMTY2JjY2FmNjYx49ekTXrl0JCwvDz88PKyurVNPHtWvXJleuXGzfvj2dWy8yk9OnT2NjY4ORkRGlS5fGysoKFxcXqlSpQnBwMP379ycgIIC8efPi4eHBzz//zOjRoxkxYgQ6nS69my+EEP/T3LlzGTt2LL6+vmTNmpVnz57RqVMnrKys8PX1JUuWLOzZs4exY8dSoUIFFi9enN5NFp+h5BnQ27dvp6p2KmviRWaT6YKrM2fOULlyZf3Pv/76K1FRUfz0009YWFjw5MkTmjdvTmRkJD4+PpQuXTpVgCV54eLf6NmzJ+vWrWPy5Mn4+/tjYGDAgwcP8PT0pF+/ftSpU4c5c+ZgYGDAhAkT2Lt3L0eOHJEZUiFEhvLHH39Qo0aNVAPVvn37YmRkxPz58/XH/vrrL6ytrenRowezZ88GICgoiGrVqskzVHw0Uu1UfA4y1R3yp59+okePHuzfv19/TKfTMXnyZBYuXMizZ8/ImTMnu3fvxszMjG+++YarV6+mGuAm7z8kRFokv3tYsWIFDg4OzJ07lwEDBjBp0iSaNWvGwIEDuXHjBqGhoURHRwPg7u6uD6wy2bsLIcRnbMSIEYwaNSpVcJSYmMi1a9d49OiR/lhsbCxFihRh9OjRBAQE6D+rXr26PEPFR/X06VPKlSvHmTNnJLASmVammrm6desW7du3J0eOHLi6utK0aVPgVUrDkCFDmDBhAgMHDsTc3JwnT55gb2/P1atXCQkJoXDhwuncepGZXLt2jcTERHQ6HcWKFdMH6G3atOH48eMsW7YMBwcHbty4QUhICCVLlqRSpUpSFVAIkaHFx8ej0+m4fv06hQoVwtjYmJUrV+Lm5sacOXNo166d/tz58+ezYsUKDh8+/MZ9/IT40KTaqfgcZJqZq8TERIoWLcrWrVt59uwZU6ZMYc+ePQAMGjSIWbNm4e7uzrx58/QzWDt27KBt27YUKFAgnVsvMpNly5bRsGFD7O3tKV26NAMHDmTfvn0AbNu2jbp169K9e3d27NhBkSJFaNeu3WuBFSCBlRAiw0hMTARAq9WyceNGSpUqxb59+0hKSqJ+/fo0bNiQmTNnsmHDBuBVepavry9FixYlS5Ys6dl08QVJ+dyUwEpkVplq5ir5Lcbt27dp27Yt5ubm+jKdAJ6engwdOpSJEyfSv39/cubMqb9WFkOKtDh06BBt2rRhzpw5VK9endDQUDw8PMiRIwc9e/aka9euADg6OnLo0CFWrlxJ06ZNMTIySueWCyHEmyUkJJCYmJiqgqmDgwNBQUEsW7aMli1bEhISwrx589iwYQO5c+fGxMQEY2NjTp48iU6nk5l4IYRIowwfXP2zAEVykHTr1i3atWtHjhw5GDFihD7ASk4RXL58Od999116NVtkUjNnzsTHx4fDhw/rjwUGBjJlyhSePHnCsGHDaNOmDQAdO3bE29ubgIAAateunV5NFkKIt/Lx8WHbtm1cvnyZIUOG0L59e30V07Zt2xIQEMDq1atp2bIlz58/5/r16/zxxx9YWlrStm1bDA0NJT1LCCHeQ4YOrlIGVuvXrycsLIzo6GhatWpF3bp1uXPnDm3bttWvwUoOsLy9vfnmm2/kYSDe24IFC5g3bx7+/v7kzZtX/7b21KlTjBo1irx58zJr1izy5MkDwC+//MK4ceNkVlQIkeH8/vvvuLq60rlzZ549e8aGDRvYt28fjRo10p/TunVrjh07xpo1a2jYsOFr+/NJ1ocQQryfDL3mKjmw+umnnxg1ahQXLlzgwYMH1K9fnxUrVlCoUCF8fHx4/vw506ZNY9u2bQB8++23+iozQrwPKysrbt68qV/Pl/zuwcbGhhEjRuDl5cWFCxf05//666/6N7tCCJFR/P777wwePJjly5ezYMEC1q9fT+PGjbl27RpPnjwhKioKgO3bt1OnTh169erFzp079WuzkklgJYQQ7ydDB1fwqoDAunXr8Pb2xtvbm2+//RZAn9ZQqFAhtmzZQlhYGAcOHEh1rcxcibRKDqLq16/P4MGDcXJy4uDBg6nKDjdu3BgrKyvOnz//2vXS14QQGcWhQ4dwdnbG09OTb775Rn/877//Zu3atZQsWZIuXbqwZs0a4NVztnTp0ixdulSCKSGE+I8y/Ijwzp07NGzYkOrVq7Np0yZ69erFwoUL6dq1KxERETx8+JCSJUsSFBRE7ty507u5IhMJCAhAq9VSs2ZNDAwM9Okv7u7u3L9/H3t7e9atW0erVq0wMDAgIiKCxMRELCws0rvpQgjxVo8ePaJmzZr4+Pjg6OhI7ty5cXR0JDo6mgEDBvD06VN9CnTVqlWxsrLiyJEjsn+VEEJ8ABkquPpn8Qp4VeXo6dOnbNy4kb59+zJ16lScnJwA8PX15dChQ0yZMgVLS0tA8sNF2nh5edGlSxesra1ZsmQJVatW1febrFmzMmvWLLJnz06HDh349ttvMTc3JywsDK1WS6dOndK59UII8Xbt27dHq9Xi6elJly5dMDAw4OHDh+zfv5/ixYsDkDt3bjp16pRq8+Dkmfp/PoeFEEKkXYa5g6a8oQcEBPDXX38BUK1aNcLDw/nuu+8YM2YMAwYMAODly5esX78eIyOjVDMJEliJdwkNDWXatGm4u7uTkJBAr169CA4OJmVtlxw5cjB79mxWrVqFsbExt2/fpmzZsgQHB6PVal9blyCEEBlB8n2sbdu2DB48mPj4eA4dOsScOXMoXrw4MTExABQrVowKFSq8VsBCAishhPhvMkS1wJT7Z/z88894e3szefJk7O3tMTY2ZuTIkaxevRonJydat25NVFQUEyZM4P79+5w6dQqtVit7cIg0O3HiBF5eXvzwww8UKlSIihUrotVqWbp0KdWqVUOj0aQK9v9ZhljKEgshMrKUz8OtW7cyZ84cDAwMWLp0KUWLFiUhIYE2bdoQGxvL3r17JaASQogPKEMEV8nGjh3LwoULWb9+PdWqVSN79uz6z0aNGsWBAwc4deoUNWvWJEeOHOzYsQOdTiepgOK9REdHc//+fYoVKwZATEwM1apV0wdYNjY2AERGRmJmZpbqWgnihRCZwdsCrOXLlzNs2DBCQ0M5f/48Op1OUgGFEOIDyjDB1d9//42DgwOurq506tSJhw8fcufOHbZs2YKNjQ1t2rQhJiaGc+fOUbBgQfLnz4+BgYHMIoj/JC4uDiMjI+Li4qhSpQparZbly5eTP39+/d5p3bp1S+9mCiHEa94UFKUMqv4ZYM2fP58DBw5QsmRJLly4gE6nk2eoEEJ8YBkmuLp16xZNmzZl9OjR5MyZk40bNxIaGsrTp0/JkiULzs7ODBo0KNU18rZNfAjJg4u4uDh9WmBCQgIJCQlcvHhRBh5CiAwn5fNv06ZNGBsb4+Dg8Np5KQOs9evXc/z4cWbOnKnfC1Lub0II8WGlS2TypnKvRYsWxdraGjc3N9q2bUuuXLmYNGkSV65cIU+ePDx8+PC1aySwEh9CcoEKIyMj/Pz8CA0NxcLCggsXLkjxCiFEhqOU0j//XF1dcXV15e+//yY8PDzVOQAajUb//zt37sycOXMksBJCiI/ok99ZU75tO3/+PEopDA0NKV++PBs3buTQoUPkzJmTSpUqpbrOyMjoUzdVfEEMDQ15+PAhjo6OlCtXjsOHD8sARAiRISXPRHl4eLBy5Up8fHywtbV97Zzk521ygJVyvajc14QQ4uP4pGmBKW/u7u7ubNu2jfDwcEqXLk3Tpk1xd3fXn/vixQv+/vtvhg8fzu3btzl9+rQ8DMRHdeXKFSZOnMiSJUtkLYIQIsNJ+XIyMTGRFi1aYG9vz/fff8+NGzc4f/48q1evJnv27MyfPx9jY2MpwiOEEJ/YJx05Jt/gx48fz6JFi/Dy8uKrr75i8uTJjBkzhpiYGCZOnAjAtm3bmDlzJhYWFqn2FpKqgOJjKVWqFCtXrgSk3LoQImNJmQq4Zs0aatasSa5cudi3bx+5cuVi3bp1xMTEkDt3bvbv30+HDh3Ytm2bBFZCCPGJffJFS6dPn2bv3r1s2LCBhg0bcvXqVby8vOjQoQNz5sxhzJgxAHTr1o1x48axZ88e/SyCBFbiY5KUGSFERpSUlKS/P02dOhU3NzeioqJo2LAhAAMGDMDGxoaJEyeyceNG+vfvT5YsWdKzyUII8cX65CPIsmXL0rp1a2xsbDh48CC9evVi+vTpdO7cmU6dOjFhwgQePnzI/PnzadWqFfAq/UEGu0IIIb5EyTNWFy9e5MKFC8ybNw9ra2usra3p2LEjz58/p1ChQvrz/f39KVmyZHo1VwghvmgfNWI5cOAA586d4969e7i7u5MtWzayZs3KDz/8gFarZcOGDbRr144ePXpgbGxM6dKliYqK4u7du6lyy2XGSgghxJds/fr1uLq6otPpcHFx0R/Pnj072bNnJzIykjNnzjB+/HgePHjA7t27Adn4XAghPrWPlha4ZMkSunTpws6dO1mzZg3Vq1cnPj4eeJVyFR8fz9mzZ4mIiMDY2JiYmBhu375Nr1698PHxwcDA4I0l24UQQogvTfv27alevTo3b97E39+fmJgY4P9KrgcEBPD7779jamqaap2yBFZCCPFpfZRqgYsWLWLQoEFs3LiRJk2acP/+fRo0aMDWrVuxsbHR3+xnzZqFh4cHderU4fbt20RFRREcHIyhoaG8bRNCCPFFSpm5Af9XYCchIYF27dpx/fp1xowZQ9u2bVNtU3LhwgXKlSuHgYGBFOURQoh08sGDKx8fH9q1a8e2bdv0u8VHR0dTuXJlGjVqxKVLl3B0dMTR0REjIyPWrFnDgQMHyJ8/P3PnzkWn00lVQCGEEF+klIHVihUrOH36NNHR0dSrV4/u3buTkJBAmzZtuHv3Lm5ubrRp0+a1fSD/GZwJIYT4dD7o3Tc2NpY9e/ZQvHhx/vzzT/3xrl278uLFC7Jnz46pqSk//PADnp6e5MqVi++//57t27ezaNEiqQoohBDii5YcFLm6uuLu7k5sbCx58uThu+++Y8KECWi1WrZt20bBggWZMmUKXl5eJCQkvPE7hBBCfHofNGfA2NiY0aNHY2xsjJeXFwBHjx7lxo0bHDt2jGLFigHQo0cPli1bxvDhw8mdO7f+eqWUpDEIIYT4oh04cIANGzawceNGbG1t2bNnD5MnT9ZXBNRqtWzdupXatWtz8OBBevTokc4tFkIIkeyDRzL58+dn5MiRTJw4kdmzZxMREcG5c+coWLAgUVFRZM2alTp16nD58uXXClbIGishhBBfmuQ0vuS1xnfv3sXKygpbW1s2b95Mz549WbhwIb169SIiIoLLly9Ts2ZN/vjjD3luCiFEBvNRcgfy5cvHL7/8goODA8WKFWP9+vUAZM2alYSEBDZt2kTx4sXJkyfPx/jnhRBCiEwhJiZGn8b37NkzALJly0ZsbCzLli2jV69eeHh44OTkBMDhw4eZOXMmd+7cwdDQUCrrCiFEBvPRErMtLS0ZNWoUtra2eHt7M23aNADatWvH33//zZo1a9BoNHyEYoVCCCFEhrdz504WLVoEgLOzM3Z2dsTFxfHVV18RFRWFi4sLo0aNwtnZGXhVHCq53HrBggX13yNrrIQQIuP4KKXYU7p//z6TJk0iODiYa9euYW5uTmhoqL54hayxEkII8SVycXFh27ZtlCtXjrNnz3Lo0CHKly8PwLx585g4cSLt2rWjZcuWGBgYMHPmTO7fv6/fx0q2LBFCiIznowdX8CrAGjFiBA8fPmTbtm0SWAkhhBCAra0tgYGBjBgxQl8NMNn06dPZt28f/v7+1KxZk1y5cuHt7S1blgghRAb2SYIrgKdPn5IjRw7Z3FAIIcQXK3m2KTY2loSEBFxcXIiLiyMoKIghQ4bQvXt3LCws9Oe/fPmS27dvY2lpibm5ORqNRp6hQgiRgX2y4CqZbG4ohBDiS5Ty+ffPmaeBAwfi5+fHsGHDUgVY4eHhWFpavvE7hBBCZDyfPLgSQgghvjQpg6IFCxYQEBBAVFQUVlZWTJo0CYAhQ4awa9cu+vfvj4ODAwMHDiQ2NpaAgABZXyWEEJmEBFdCCCHEJzJy5EhWrVpF3759KVCgAC4uLvTo0YMVK1YA8OOPP7J9+3YSExPJnTs3AQEBGBkZpW+jhRBCpJkkbQshhBCfQFBQEFu2bMHLy4t69eqxZ88esmTJQu3atfXnTJs2jbZt2xIXF0f9+vUxNDSUNVZCCJGJSOK2EEII8Qk8ePAAMzMz6tWrh4+PD+3bt2fmzJn069ePiIgItm/fDkCdOnVo2LAhhoaGJCYmSmAlhBCZiARXQgghxCdQuHBhzMzMmDFjBj169GDatGn0798fgLNnz7JkyRKuXLmS6hopty6EEJmLBFdCCCHEB5SUlPTG42ZmZhgaGjJq1CiGDh2qD6xiYmKYOnUqpqamlCpV6lM2VQghxAcmBS2EEEKIDyRlVT9PT0+uX79OUlISkyZNIlu2bOzatQtnZ2dq1KhBw4YNMTc3Z+nSpTx48IDTp0+j1Wql3LoQQmRiElwJIYQQH9jEiROZMWMGjRo14tSpUyil8PHxwdraGh8fHzZu3MjevXuxtrbG0tKSlStXotPppHiFEEJkchJcCSGEEP/RP2ebhg4dSrt27ahXrx5Pnz6lQ4cOXLp0CV9fXypXrkxiYiJPnz7FzMyMLFmyAEhgJYQQnwHJOxBCCCH+g5SBVWBgIPv37+fevXtky5YNAAsLC3x8fLCysqJ169acPXsWQ0NDcufOrQ+slFISWAkhxGdAgishhBDiP0gOrH766SeaNm2Ks7Mz3t7enD59mri4OABMTU3ZunUr5cuXp0aNGly9ejXVdySv0xJCCJG5SXAlhBBC/Asps+r9/f05cuQIGzduxNvbm1atWuHm5sahQ4eIj48HXgVY3t7euLi4ULx48fRqthBCiI9I1lwJIYQQ/8GqVas4deoUxsbGeHh46I/b29sTHBzMqlWraNiw4Wtpf4mJibKPlRBCfGZk5koIIYT4DzZu3MjcuXMJCQkhJiZGf3znzp3Y2NjQu3dv/Pz8SExMTHWdBFZCCPH5keBKCCGESKM3JXv4+vrSt29fLl++zJo1a3j58mWqzwoVKsTixYslmBJCiC+ApAUKIYQQaZCyKmBcXByJiYmYmJjoP+/UqRPnzp3D1dWVDh06kDVr1jdeK4QQ4vMld3ohhBDiHVIGRx4eHnTu3JnKlSszb948zp8/D4CXlxeVKlXCw8ODTZs2ERkZqb/ewMCApKSkdGm7EEKIT0eCKyGEEOIdkgMrNzc3PDw8sLOzo2fPnsyYMYPp06dz4sQJ4FWAZW1tzbBhwwgICHjjdwghhPh8yY6FQgghRBps2bKFjRs3snPnTqpXr05gYCA///wzGo2GmJgYfvzxR2xsbFi3bh2jR4+madOm6d1kIYQQn5gEV0IIIcQbpEwFjI2NJVeuXDg7O1O9enV27NhBjx49WLFiBaampnTp0gWtVkvfvn1p0KAB48ePB6TcuhBCfGmkoIUQQgjxP4waNYqSJUtib2+PoaEhWq2W1q1b4+DggKurK0lJSVhZWfH06VMGDx7ML7/8kt5NFkIIkU5k5koIIYRIQSmFRqMBwN/fn/nz57Nv3z7y5csHwK1bt7h//z6lSpUC4P79+9SuXZtGjRrRqVOndGu3EEKI9CfBlRBCCJFCcmC1cOFC4uPjcXNzo0aNGvrPo6KiMDExISAggISEBFasWEFcXBydO3dGo9FIKqAQQnzBJC1QCCGE+Idnz57RsGFDzpw5Q//+/VmwYEGqGa158+axaNEiYmJiKFCgAPv27UOn06U6RwghxJdHgishhBDiDS5fvsyIESMICgoiICCAEiVKEB8fj06nA+Cvv/5Co9FQsGBBDAwMSEhIQKuVhBAhhPiSSXAlhBDii5ayKiD8X4W/pKQkrl+/Tq9evbh79y7Hjh0jf/78qQKst32HEEKIL5MEV0IIIb5YKYOixYsXExwczIsXL+jSpQv29vYAXL9+nR49ehAeHk5AQAD58+eX9D8hhBBvJK/ZhBBCfLGSA6uRI0cyfvx4YmNjsbCwwMHBgUWLFqGUokSJEqxatYoCBQpQqlQpHj9+LIGVEEKIN5LgSgghxBdt1apVeHl5sWXLFpYvX46DgwMALi4uTJ06FYASJUqwePFiunXrhrm5eTq2VgghREYmaYFCCCG+WLGxsSxatAhjY2P69++Pr68vXbt2Zfr06URERDBixAg8PT0ZMGBAqtkqKbcuhBDiTSS4EkII8cVIXiuVcs3Un3/+iUajQavV0rJlS/r06cPQoUM5ffo0dnZ2xMXFsXLlSrp3757OrRdCCJHRSc1YIYQQX4SUxSuioqIwNTVFKUXx4sUBOH78OBqNRl/IwsTEBGdnZxo0aECrVq3Srd1CCCEyDwmuhBBCfPaUUvrAasqUKfj7+2NoaEjFihVxd3fHzMyM6OhoQkNDCQ4OJj4+HldXV3Q6HW3btgWQfayEEEK8k6QFCiGE+KylTAGcPn0648aN48cff+TatWuEhoYSGRnJiRMnyJkzJ8OHD2fmzJkUL16c7NmzExgYiE6nk9LrQggh0kSCKyGEEF+EoKAgPD096dChg74i4Llz5xgwYACRkZEEBgaSJUsWTp06RXx8PDVq1MDQ0FBmrIQQQqSZlGIXQgjx2du8eTN9+/YlICAAS0tL/fEKFSowdepUEhIS2LFjBwA2NjbY2tpiaGhIYmKiBFZCCCHSTIIrIYQQn73atWtTtmxZ7t69y6ZNm0hO2jAwMKBSpUrExsby559/vnadlFsXQgjxPiS4EkII8VlLTEwkX758zJ8/H0dHR/z9/VmwYIH+c51Oh6mpKcbGxunYSiGEEJ8DWXMlhBDis/G2zX2Ty7A/ePCAQYMGcfr0aapUqYK1tTXBwcFcvHiRCxcuSAqgEEKI/0RmroQQQnwWtm7dyuLFi4mMjHztMwMDA5KSksibNy/z5s2jZs2a+Pj4cOzYMerXr09YWBharZbExMR0aLkQQojPhbyiE0IIkekFBwfj6OgIvAqkunfvjomJSapzkgOsPHny4OnpSUJCApGRkWTLli3VOUIIIcS/JU8RIYQQmV7lypVp1KgRxYsXZ9CgQSxcuJDY2NjXzksOsHLlyoWnpydZs2Zl9erVzJ07F0D2shJCCPGfyJorIYQQmVpCQgIA48ePRylFwYIFcXFxYfr06bi4uLyxUEXyGqyHDx/SrVs3DA0NWb9+PTly5PjUzRdCCPEZkeBKCCHEZ+HUqVPUq1cPf39/QkNDcXJyYsaMGQwYMOCdAVZcXBwFCxZMh1YLIYT4nMiaKyGEEJmOt7c3t2/fxsbGhnr16gGvNv8dOnQoa9euZc6cOTx58oQffvgBjUaDs7PzawFWyjVYQgghxIcgwZUQQohM5fTp03Ts2BEjIyNKly6NlZUVLi4uVKlShaZNm9K/f38ePHiAq6srGo2Gn376iRcvXjBixAh0Ol2q75ICFkIIIT4keaoIIYTIVKpWrUqPHj1ISkqiZ8+eREZGMm3aNJo0aULWrFnJkiUL48aNIykpiZ9++gl3d3f27Nkje1gJIYT46GTNlRBCiExDKaWv6Ofo6EhISAhz5syhaNGieHt74+fnR1hYGFWqVMHPzw9TU9NU16W8XgghhPjQJLgSQgiR4V27do3ExER0Oh3FihXTB0ht2rTh+PHjLFu2DAcHB27cuEFISAglS5akUqVKqYIpCayEEEJ8bBJcCSGEyNCWLVvG2LFjMTIy4ubNmzg5OfHNN9/QpEkTANq1a4e/vz+rV6+mZcuWGBoaAhJMCSGE+PQkuBJCCJFhHTp0iDZt2jBnzhyqV69OaGgoHh4e5MiRg549e9K1a1fgVYrgoUOHWLlyJU2bNsXIyCidWy6EEOJLJAUthBBCZFghISFUrlyZHj16UK5cOb799lvmzJlDtmzZWLx4Mdu2bQNg8+bNNG7cmNatWxMUFJTOrRZCCPGlkuBKCCFEhpUlSxYeP37MgwcPgFepfjVr1sTNzQ2dTsfGjRt5+PAhABs2bMDNzY1atWqlZ5OFEEJ8wSS4EkIIkWFZWVlx8+ZN9uzZA7wKruDVhsEjRozAy8uLCxcu6M//9ddfMTQ0JCEhIV3aK4QQ4ssmwZUQQogMJzmIql+/PoMHD8bJyYmDBw9iYGBAUlISAI0bN8bKyorz58+/dr3saSWEECI9SHAlhBAiQwgICOCPP/4gKSkJjUZDYmIiAO7u7nTq1Al7e3t8fHz0wVVERASJiYlYWFikZ7OFEEIIPXm1J4QQIt15eXnRpUsXrK2tWbJkCVWrVtWXVM+aNSuzZs0ie/bsdOjQgW+//RZzc3PCwsLQarV06tQpnVsvhBBCvCKl2IUQQqSr0NBQevbsib29PVu2bEGj0bBs2TKqVav22j5VXl5e7N27l0ePHlGkSBFmzpyJTqcjMTFRH4wJIYQQ6UWCKyGEEOnqxIkTeHl58cMPP1CoUCEqVqyIVqtl6dKl+gArKSkJA4NXmewJCQmp1lT982chhBAivUhwJYQQIl1FR0dz//59ihUrBkBMTAzVqlXTB1g2NjYAREZGYmZmlupapdRrs1tCCCFEepHgSgghRIYRFxeHkZERcXFxVKlSBa1Wy/Lly8mfPz+urq40a9aMbt26pXczhRBCiDeS4EoIIUSGkpzmFxcXp08LTEhIICEhgYsXL0oKoBBCiAxLSrELIYTIULRaLYmJiRgZGeHn50doaCgWFhZcuHBB/5kQQgiREcnMlRBCiAzp4cOH2Nvb8/LlS86ePYtWq5XiFUIIITI0mbkSQgiRIT19+pRy5cpx5swZCayEEEJkCjJzJYQQIkNKWQlQAishhBCZgQRXQgghhBBCCPEBSFqgEEIIIYQQQnwAElwJIYQQQgghxAcgwZUQQgghhBBCfAASXAkhhBBCCCHEByDBlRBCCCGEEEJ8ABJcCSGEEEIIIcQHIMGVEEIIIYQQQnwAElwJIYQQ7+HQoUNoNBqePXuW5mu++uorZs2a9dHaJIQQImOQ4EoIIcRnpWfPnmg0GpydnV/7bODAgWg0Gnr27PnpGyaEEOKzJ8GVEEKIz07hwoXx8vIiOjpafywmJoZ169ZRpEiRdGyZEEKIz5kEV0IIIT47VatWpXDhwmzZskV/bMuWLRQpUoQqVaroj8XGxjJkyBDy5s1LlixZqFOnDkFBQam+y8/Pj9KlS2NiYsLXX3/NzZs3X/v3jh49St26dTExMaFw4cIMGTKEly9ffrTfTwghRMYkwZUQQojPUu/evVm+fLn+52XLltGrV69U57i6urJ582ZWrlzJ6dOnKVmyJM2aNePJkycA3L59m3bt2uHg4MCZM2fo27cvI0eOTPUd169fp3nz5jg6OnLu3Dk2bNjA0aNHGTRo0Mf/JYUQQmQoElwJIYT4LHXr1o2jR49y69Ytbt26xbFjx+jWrZv+85cvX7JgwQI8PDxo0aIFVlZWLF68GBMTE5YuXQrAggULKFGiBNOnT6dMmTJ07dr1tfVav/32G127dmXo0KGUKlUKOzs7PD09WbVqFTExMZ/yVxZCCJHOtOndACGEEOJjyJMnD/b29qxYsQKlFPb29uTOnVv/+fXr14mPj6d27dr6Yzqdjho1anDp0iUALl26RM2aNVN9r62tbaqfz549y7lz51i7dq3+mFKKpKQkbty4Qbly5T7GryeEECIDkuBKCCHEZ6t379769Lx58+Z9lH8jMjKS/v37M2TIkNc+k+IZQgjxZZHgSgghxGerefPmxMXFodFoaNasWarPSpQogZGREceOHaNo0aIAxMfHExQUxNChQwEoV64c27dvT3XdiRMnUv1ctWpVLl68SMmSJT/eLyKEECJTkDVXQgghPluGhoZcunSJixcvYmhomOozU1NTBgwYwE8//cTu3bu5ePEi/fr1Iyoqij59+gDg7OzM1atX+emnnwgLC2PdunWsWLEi1feMGDGC48ePM2jQIM6cOcPVq1fZtm2bFLQQQogvkARXQgghPmvZs2cne/bsb/xs8uTJODo60r17d6pWrcq1a9fYs2cPFhYWwKu0vs2bN+Pj44O1tTULFy5k0qRJqb6jUqVKHD58mCtXrlC3bl2qVKnC6NGjKVCgwEf/3YQQQmQsGqWUSu9GCCGEEEIIIURmJzNXQgghhBBCCPEBSHAlhBBCCCGEEB+ABFdCCCGEEEII8QFIcCWEEEIIIYQQH4AEV0IIIYQQQgjxAUhwJYQQQgghhBAfgARXQgghhBBCCPEBSHAlhBBCCCGEEB+ABFdCCCGEEEII8QFIcCWEEEIIIYQQH4AEV0IIIYQQQgjxAUhwJYQQQgghhBAfwP8DYomjHJJ5YusAAAAASUVORK5CYII=", + "image/png": "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", "text/plain": [ "
" ] @@ -1605,34 +1527,34 @@ " 'Baseline Logp1 PCA+RF',\n", " '10M RandomWeights',\n", " '10M parameters',\n", - " '10M parameters BioNeMo2 re-trained',\n", + " # '10M parameters BioNeMo2 re-trained',\n", " '106M parameters'],\n", " 'f1_score_mean': [\n", " logp1_results['test_f1_score'][0],\n", " results_10m_random['test_f1_score'][0],\n", " results_10m['test_f1_score'][0],\n", - " results_10m_bnmo2['test_f1_score'][0],\n", + " # results_10m_bnmo2['test_f1_score'][0],\n", " results_106M['test_f1_score'][0]\n", " ],\n", " 'f1_score_std': [\n", " logp1_results['test_f1_score'][1],\n", " results_10m_random['test_f1_score'][1],\n", " results_10m['test_f1_score'][1],\n", - " results_10m_bnmo2['test_f1_score'][1],\n", + " # results_10m_bnmo2['test_f1_score'][1],\n", " results_106M['test_f1_score'][1]\n", " ],\n", " 'accuracy_mean': [\n", " logp1_results['test_accuracy'][0],\n", " results_10m_random['test_accuracy'][0],\n", " results_10m['test_accuracy'][0],\n", - " results_10m_bnmo2['test_accuracy'][0],\n", + " # results_10m_bnmo2['test_accuracy'][0],\n", " results_106M['test_accuracy'][0]\n", " ],\n", " 'accuracy_std': [\n", " logp1_results['test_accuracy'][1],\n", " results_10m_random['test_accuracy'][1],\n", " results_10m['test_accuracy'][1],\n", - " results_10m_bnmo2['test_accuracy'][1],\n", + " # results_10m_bnmo2['test_accuracy'][1],\n", " results_106M['test_accuracy'][1]\n", " ]\n", "}\n", @@ -1665,7 +1587,7 @@ ], "metadata": { "kernelspec": { - "display_name": "Python 3", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -1679,9 +1601,9 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.12" + "version": "3.12.3" } }, "nbformat": 4, - "nbformat_minor": 2 + "nbformat_minor": 4 }