diff --git a/.gitignore b/.gitignore index 5b7a216c53..5fe5a0ab48 100644 --- a/.gitignore +++ b/.gitignore @@ -2,7 +2,6 @@ docs/site/ *.nemo protein/ -singlecell/ results/ # Local configs diff --git a/README.md b/README.md index ca75bfba65..47af990eef 100644 --- a/README.md +++ b/README.md @@ -279,10 +279,10 @@ type, and then pass in the config type to the training recipe. Similar to ESM-2, you can download the dataset and checkpoint through our utility function. ```bash -TEST_DATA_DIR=$(download_bionemo_data single_cell/testdata-20240506 --source $MY_DATA_SOURCE); \ +TEST_DATA_DIR=$(download_bionemo_data single_cell/testdata-20241203 --source $MY_DATA_SOURCE); \ GENEFORMER_10M_CKPT=$(download_bionemo_data geneformer/10M_240530:2.0 --source $MY_DATA_SOURCE); \ train_geneformer \ - --data-dir ${TEST_DATA_DIR}/cellxgene_2023-12-15_small/processed_data \ + --data-dir ${TEST_DATA_DIR}/cellxgene_2023-12-15_small_processed_scdl \ --result-dir ./results \ --restore-from-checkpoint-path ${GENEFORMER_10M_CKPT} \ --experiment-name test_experiment \ @@ -305,9 +305,9 @@ copy the `sub-projects/bionemo-geneformer/geneformer/scripts/train_geneformer.py Simple fine-tuning example (**NOTE**: please change `--restore-from-checkpoint-path` to be the checkpoint directory path that was output last by the previous train run) ```bash -TEST_DATA_DIR=$(download_bionemo_data single_cell/testdata-20240506 --source $MY_DATA_SOURCE); \ +TEST_DATA_DIR=$(download_bionemo_data single_cell/testdata-20241203 --source $MY_DATA_SOURCE); \ train_geneformer \ - --data-dir ${TEST_DATA_DIR}/cellxgene_2023-12-15_small/processed_data \ + --data-dir ${TEST_DATA_DIR}/cellxgene_2023-12-15_small_processed_scdl \ --result-dir ./results \ --experiment-name test_finettune_experiment \ --num-gpus 1 \ @@ -331,11 +331,11 @@ customizations for your task. ```bash -TEST_DATA_DIR=$(download_bionemo_data single_cell/testdata-20240506 --source $MY_DATA_SOURCE); \ +TEST_DATA_DIR=$(download_bionemo_data single_cell/testdata-20241203 --source $MY_DATA_SOURCE); \ bionemo-geneformer-recipe \ - --recipe geneformer_10m_pretrain_recipe \ - --dest my_config.yaml \ - --data-path ${TEST_DATA_DIR}/cellxgene_2023-12-15_small/processed_data \ + --recipe 10m-pretrain \ + --dest my_config.json \ + --data-path ${TEST_DATA_DIR}/cellxgene_2023-12-15_small_processed_scdl \ --result-dir ./results ``` > ⚠️ **IMPORTANT:** Inspect and edit the contents of the outputted my_config.yaml as you see fit 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 c10db2c949..3509ecf0aa 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 @@ -6,7 +6,7 @@ "source": [ "[![ Click here to deploy.](https://uohmivykqgnnbiouffke.supabase.co/storage/v1/object/public/landingpage/brevdeploynavy.svg)](https://console.brev.dev/launchable/deploy?launchableID=env-2p32dFTsjecDZOrOOJCok3qZuYV)\n", "\n", - "
NOTE It takes about 10 minutes to deploy this notebook as a Launchable. As of this writing, we are working on a free tier so a credit card may be required. You can reach out to your NVIDIA rep for credits.
" + "NOTE: it takes about 10 minutes to deploy this notebook as a Launchable. As of this writing, we are working on a free tier so a credit card may be required. You can reach out to your NVIDIA rep for credits." ] }, { @@ -85,7 +85,18 @@ "cell_type": "code", "execution_count": 2, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "(8192, 60664)" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "#NBVAL_CHECK_OUTPUT\n", "import random\n", @@ -105,9 +116,21 @@ " indices = list(range(len(adata)))\n", " random.shuffle(indices)\n", "\n", - "micro_batch_size:int = 32" + "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.shape" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [] + }, { "cell_type": "code", "execution_count": 3, @@ -116,16 +139,15 @@ "source": [ "import shutil\n", "from bionemo.core import BIONEMO_CACHE_DIR\n", - "\n", - "cleanup : bool = True\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", "notebook_workdir.mkdir(parents=True, exist_ok=True)\n", + "input_dir = notebook_workdir / \"celltype-bench-dataset-input\"\n", "data_dir = notebook_workdir / \"celltype-bench-dataset\"\n", - "data_dir.mkdir(parents=True, exist_ok=True)\n", - "h5ad_outfile = data_dir / \"hs-celltype-bench.h5ad\"\n", + "input_dir.mkdir(parents=True, exist_ok=True)\n", + "h5ad_outfile = input_dir / \"hs-celltype-bench.h5ad\"\n", "adata.write_h5ad(h5ad_outfile)" ] }, @@ -140,50 +162,9 @@ "cell_type": "code", "execution_count": 4, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "/usr/local/lib/python3.10/dist-packages/anndata/utils.py:429: FutureWarning: Importing read_csv from `anndata` is deprecated. Import anndata.io.read_csv instead.\n", - " warnings.warn(msg, FutureWarning)\n", - "/usr/local/lib/python3.10/dist-packages/anndata/utils.py:429: FutureWarning: Importing read_excel from `anndata` is deprecated. Import anndata.io.read_excel instead.\n", - " warnings.warn(msg, FutureWarning)\n", - "/usr/local/lib/python3.10/dist-packages/anndata/utils.py:429: FutureWarning: Importing read_hdf from `anndata` is deprecated. Import anndata.io.read_hdf instead.\n", - " warnings.warn(msg, FutureWarning)\n", - "/usr/local/lib/python3.10/dist-packages/anndata/utils.py:429: FutureWarning: Importing read_loom from `anndata` is deprecated. Import anndata.io.read_loom instead.\n", - " warnings.warn(msg, FutureWarning)\n", - "/usr/local/lib/python3.10/dist-packages/anndata/utils.py:429: FutureWarning: Importing read_mtx from `anndata` is deprecated. Import anndata.io.read_mtx instead.\n", - " warnings.warn(msg, FutureWarning)\n", - "/usr/local/lib/python3.10/dist-packages/anndata/utils.py:429: FutureWarning: Importing read_text from `anndata` is deprecated. Import anndata.io.read_text instead.\n", - " warnings.warn(msg, FutureWarning)\n", - "/usr/local/lib/python3.10/dist-packages/anndata/utils.py:429: FutureWarning: Importing read_csv from `anndata` is deprecated. Import anndata.io.read_csv instead.\n", - " warnings.warn(msg, FutureWarning)\n", - "/usr/local/lib/python3.10/dist-packages/anndata/utils.py:429: FutureWarning: Importing read_excel from `anndata` is deprecated. Import anndata.io.read_excel instead.\n", - " warnings.warn(msg, FutureWarning)\n", - "/usr/local/lib/python3.10/dist-packages/anndata/utils.py:429: FutureWarning: Importing read_hdf from `anndata` is deprecated. Import anndata.io.read_hdf instead.\n", - " warnings.warn(msg, FutureWarning)\n", - "/usr/local/lib/python3.10/dist-packages/anndata/utils.py:429: FutureWarning: Importing read_loom from `anndata` is deprecated. Import anndata.io.read_loom instead.\n", - " warnings.warn(msg, FutureWarning)\n", - "/usr/local/lib/python3.10/dist-packages/anndata/utils.py:429: FutureWarning: Importing read_mtx from `anndata` is deprecated. Import anndata.io.read_mtx instead.\n", - " warnings.warn(msg, FutureWarning)\n", - "/usr/local/lib/python3.10/dist-packages/anndata/utils.py:429: FutureWarning: Importing read_text from `anndata` is deprecated. Import anndata.io.read_text instead.\n", - " warnings.warn(msg, FutureWarning)\n", - "/usr/local/lib/python3.10/dist-packages/anndata/utils.py:429: FutureWarning: Importing read_umi_tools from `anndata` is deprecated. Import anndata.io.read_umi_tools instead.\n", - " warnings.warn(msg, FutureWarning)\n", - "Found 1 files\n", - "Starting to create memmap files...\n", - "Creating metadata...: 100%|███████████████████████| 1/1 [00:00<00:00, 2.05it/s]\n", - "Done creating `metadata.json`\n", - "Writing data into memmaps to /home/bionemo/.cache/bionemo/notebook_tutorials/geneformer_celltype_classification/celltype-bench-dataset...\n", - "Merging AnnData into numpy memaps...: 100%|███████| 1/1 [00:01<00:00, 1.49s/it]\n", - "Saving dataframe ...\n", - "Done creating dataset ...\n" - ] - } - ], + "outputs": [], "source": [ - "!sc_memmap --data-path {data_dir} --save-path {data_dir} --obs-cols cell_type --strict-metadata" + "!convert_h5ad_to_scdl --data-path {input_dir} --save-path {data_dir}" ] }, { @@ -201,12 +182,12 @@ { "data": { "text/plain": [ - "['features.csv',\n", - " 'gene_expression_data.npy',\n", - " 'gene_expression_ind.npy',\n", - " 'gene_expression_ptr.npy',\n", - " 'hs-celltype-bench.h5ad',\n", - " 'metadata.json']" + "['col_ptr.npy',\n", + " 'data.npy',\n", + " 'features',\n", + " 'metadata.json',\n", + " 'row_ptr.npy',\n", + " 'version.json']" ] }, "execution_count": 5, @@ -221,27 +202,25 @@ "files" ] }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## Download Model Checkpoints" - ] - }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ - "from bionemo.core.data.load import load\n", + "# 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", "\n", "# 106m checkpoint\n", - "geneformer_106m = load(\"geneformer/106M_240530:2.0\")\n", + "geneformer_106m_out = !download_bionemo_data \"geneformer/106M_240530:2.0\"\n", "# 10m checkpoint\n", - "geneformer_10m = load(\"geneformer/10M_240530:2.0\")\n", + "geneformer_10m_out = !download_bionemo_data \"geneformer/10M_240530:2.0\" \n", "# 10m bionemo2 trained checkpoint\n", - "geneformer_10m_bnmo2 = load(\"geneformer/10M_241113:2.0\")" + "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]" ] }, { @@ -250,10 +229,10 @@ "metadata": {}, "outputs": [], "source": [ - "result_path_10m = notebook_workdir / \"results_10m\"\n", - "result_path_10m_bnmo2 = notebook_workdir / \"results_10m_bnmo2\"\n", - "results_path_10m_random = notebook_workdir / \"results_10m_randomweights\"\n", - "result_path_106m = notebook_workdir / \"results_106m\"" + "result_path_10m = notebook_workdir / \"results_10m.pt\"\n", + "result_path_10m_bnmo2 = notebook_workdir / \"results_10m_bnmo2.pt\"\n", + "results_path_10m_random = notebook_workdir / \"results_10m_randomweights.pt\"\n", + "result_path_106m = notebook_workdir / \"results_106m.pt\"" ] }, { @@ -273,44 +252,43 @@ "name": "stdout", "output_type": "stream", "text": [ - "[NeMo W 2024-12-16 20:19:36 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", + "[NeMo W 2024-12-20 00:13:55 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 2024-12-16 20:19:36 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 two minor releases later. Use ``matplotlib.colormaps[name]`` or ``matplotlib.colormaps.get_cmap(obj)`` instead.\n", + "[NeMo W 2024-12-20 00:13:55 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 two minor releases later. Use ``matplotlib.colormaps[name]`` or ``matplotlib.colormaps.get_cmap(obj)`` instead.\n", " cm = get_cmap(\"Set1\")\n", " \n", - "[NeMo W 2024-12-16 20:19:37 ssm:31] The package `megatron.core` was not imported in this environment which is needed for SSMs.\n", - "[NeMo W 2024-12-16 20:19:38 preprocess:101] Tokenizer vocab file: /home/bionemo/.cache/bionemo/db24ba3858005680e343d0e4714c7c91fde6d738e2bf4018d489c0b1541544df-singlecell-testdata-20240506.tar.gz.untar/cellxgene_2023-12-15_small/processed_data/train/geneformer.vocab already exists. Overwriting...\n", - "[NeMo I 2024-12-16 20:19:38 remote:136] No checksum provided, filename exists. Assuming it is complete.\n", - "[NeMo I 2024-12-16 20:19:38 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 2024-12-16 20:19:38 remote:136] No checksum provided, filename exists. Assuming it is complete.\n", - "[NeMo I 2024-12-16 20:19:39 remote:136] No checksum provided, filename exists. Assuming it is complete.\n", - "[NeMo I 2024-12-16 20:19:39 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 2024-12-16 20:19:39 remote:136] No checksum provided, filename exists. Assuming it is complete.\n", - "[NeMo I 2024-12-16 20:19:39 infer_geneformer:82] *************** Preprocessing Finished ************\n", + "[NeMo W 2024-12-20 00:13:56 ssm:31] The package `megatron.core` was not imported in this environment which is needed for SSMs.\n", + "[NeMo W 2024-12-20 00:13:56 preprocess:101] Tokenizer vocab file: /workspace/bionemo2/.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 2024-12-20 00:13:56 remote:136] No checksum provided, filename exists. Assuming it is complete.\n", + "[NeMo I 2024-12-20 00:13:56 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 2024-12-20 00:13:56 remote:136] No checksum provided, filename exists. Assuming it is complete.\n", + "[NeMo I 2024-12-20 00:13:56 remote:136] No checksum provided, filename exists. Assuming it is complete.\n", + "[NeMo I 2024-12-20 00:13:56 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 2024-12-20 00:13:56 remote:136] No checksum provided, filename exists. Assuming it is complete.\n", + "[NeMo I 2024-12-20 00:13:56 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 W 2024-12-16 20:19:39 dataset:172] Feature ids are the same across datasets. This is good, using the same feature_ids for all datasets.\n", - "[NeMo I 2024-12-16 20:19:39 megatron_strategy:315] Fixing mis-match between ddp-config & mcore-optimizer config\n", - "[NeMo I 2024-12-16 20:19:39 megatron_init:396] Rank 0 has data parallel group : [0]\n", - "[NeMo I 2024-12-16 20:19:39 megatron_init:402] Rank 0 has combined group of data parallel and context parallel : [0]\n", - "[NeMo I 2024-12-16 20:19:39 megatron_init:407] All data parallel group ranks with context parallel combined: [[0]]\n", - "[NeMo I 2024-12-16 20:19:39 megatron_init:410] Ranks 0 has data parallel rank: 0\n", - "[NeMo I 2024-12-16 20:19:39 megatron_init:418] Rank 0 has context parallel group: [0]\n", - "[NeMo I 2024-12-16 20:19:39 megatron_init:421] All context parallel group ranks: [[0]]\n", - "[NeMo I 2024-12-16 20:19:39 megatron_init:422] Ranks 0 has context parallel rank: 0\n", - "[NeMo I 2024-12-16 20:19:39 megatron_init:429] Rank 0 has model parallel group: [0]\n", - "[NeMo I 2024-12-16 20:19:39 megatron_init:430] All model parallel group ranks: [[0]]\n", - "[NeMo I 2024-12-16 20:19:39 megatron_init:439] Rank 0 has tensor model parallel group: [0]\n", - "[NeMo I 2024-12-16 20:19:39 megatron_init:443] All tensor model parallel group ranks: [[0]]\n", - "[NeMo I 2024-12-16 20:19:39 megatron_init:444] Rank 0 has tensor model parallel rank: 0\n", - "[NeMo I 2024-12-16 20:19:39 megatron_init:464] Rank 0 has pipeline model parallel group: [0]\n", - "[NeMo I 2024-12-16 20:19:39 megatron_init:476] Rank 0 has embedding group: [0]\n", - "[NeMo I 2024-12-16 20:19:39 megatron_init:482] All pipeline model parallel group ranks: [[0]]\n", - "[NeMo I 2024-12-16 20:19:39 megatron_init:483] Rank 0 has pipeline model parallel rank 0\n", - "[NeMo I 2024-12-16 20:19:39 megatron_init:484] All embedding group ranks: [[0]]\n", - "[NeMo I 2024-12-16 20:19:39 megatron_init:485] Rank 0 has embedding rank: 0\n", + "[NeMo I 2024-12-20 00:13:56 megatron_strategy:315] Fixing mis-match between ddp-config & mcore-optimizer config\n", + "[NeMo I 2024-12-20 00:13:56 megatron_init:396] Rank 0 has data parallel group : [0]\n", + "[NeMo I 2024-12-20 00:13:56 megatron_init:402] Rank 0 has combined group of data parallel and context parallel : [0]\n", + "[NeMo I 2024-12-20 00:13:56 megatron_init:407] All data parallel group ranks with context parallel combined: [[0]]\n", + "[NeMo I 2024-12-20 00:13:56 megatron_init:410] Ranks 0 has data parallel rank: 0\n", + "[NeMo I 2024-12-20 00:13:56 megatron_init:418] Rank 0 has context parallel group: [0]\n", + "[NeMo I 2024-12-20 00:13:56 megatron_init:421] All context parallel group ranks: [[0]]\n", + "[NeMo I 2024-12-20 00:13:56 megatron_init:422] Ranks 0 has context parallel rank: 0\n", + "[NeMo I 2024-12-20 00:13:56 megatron_init:429] Rank 0 has model parallel group: [0]\n", + "[NeMo I 2024-12-20 00:13:56 megatron_init:430] All model parallel group ranks: [[0]]\n", + "[NeMo I 2024-12-20 00:13:56 megatron_init:439] Rank 0 has tensor model parallel group: [0]\n", + "[NeMo I 2024-12-20 00:13:56 megatron_init:443] All tensor model parallel group ranks: [[0]]\n", + "[NeMo I 2024-12-20 00:13:56 megatron_init:444] Rank 0 has tensor model parallel rank: 0\n", + "[NeMo I 2024-12-20 00:13:56 megatron_init:464] Rank 0 has pipeline model parallel group: [0]\n", + "[NeMo I 2024-12-20 00:13:56 megatron_init:476] Rank 0 has embedding group: [0]\n", + "[NeMo I 2024-12-20 00:13:56 megatron_init:482] All pipeline model parallel group ranks: [[0]]\n", + "[NeMo I 2024-12-20 00:13:56 megatron_init:483] Rank 0 has pipeline model parallel rank 0\n", + "[NeMo I 2024-12-20 00:13:56 megatron_init:484] All embedding group ranks: [[0]]\n", + "[NeMo I 2024-12-20 00:13:56 megatron_init:485] Rank 0 has embedding rank: 0\n", "Initializing distributed: GLOBAL_RANK: 0, MEMBER: 1/1\n", "----------------------------------------------------------------------------------------------------\n", "distributed_backend=nccl\n", @@ -318,14 +296,14 @@ "----------------------------------------------------------------------------------------------------\n", "\n", "WARNING: Logging before flag parsing goes to stderr.\n", - "W1216 20:19:39.949693 140641974060864 config.py:85] Loading /home/bionemo/.cache/bionemo/a27061ee347f453b1bf175e288df31e9813903ebcb4924a77ac50dccc730889d-geneformer_10M_240530_nemo2.tar.gz.untar\n", - "[NeMo I 2024-12-16 20:19:41 base:44] Padded vocab_size: 25472, original vocab_size: 25429, dummy tokens: 43.\n", - "[NeMo W 2024-12-16 20:19:41 nemo_logging:361] /usr/local/lib/python3.10/dist-packages/torch/distributed/checkpoint/state_dict_loader.py:25: UserWarning: 'load_state_dict' is deprecated and will be removed in future versions. Please use 'load' instead.\n", + "W1220 00:13:57.369251 136514873635264 config.py:85] Loading /workspace/bionemo2/.cache/bionemo/a27061ee347f453b1bf175e288df31e9813903ebcb4924a77ac50dccc730889d-geneformer_10M_240530_nemo2.tar.gz.untar\n", + "[NeMo I 2024-12-20 00:13:58 base:44] Padded vocab_size: 25472, original vocab_size: 25429, dummy tokens: 43.\n", + "[NeMo W 2024-12-20 00:13:58 nemo_logging:361] /usr/local/lib/python3.10/dist-packages/torch/distributed/checkpoint/state_dict_loader.py:25: UserWarning: 'load_state_dict' is deprecated and will be removed in future versions. Please use 'load' instead.\n", " warnings.warn(\n", " \n", - "LOCAL_RANK: 0 - CUDA_VISIBLE_DEVICES: [0,1]\n", - "[NeMo W 2024-12-16 20:19:41 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", - "[NeMo I 2024-12-16 20:19:41 megatron_parallel:549] > number of parameters on (tensor, pipeline) model parallel rank (0, 0): 10300032\n" + "LOCAL_RANK: 0 - CUDA_VISIBLE_DEVICES: [0]\n", + "[NeMo W 2024-12-20 00:13:58 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", + "[NeMo I 2024-12-20 00:13:58 megatron_parallel:549] > number of parameters on (tensor, pipeline) model parallel rank (0, 0): 10300032\n" ] } ], @@ -338,7 +316,7 @@ " --seq-len 2048 \\\n", " --num-dataset-workers 10 \\\n", " --num-gpus 1 \\\n", - " --include-input-ids" + " --include-input-ids\n" ] }, { @@ -350,44 +328,43 @@ "name": "stdout", "output_type": "stream", "text": [ - "[NeMo W 2024-12-16 20:21:10 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", + "[NeMo W 2024-12-20 00:14:31 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 2024-12-16 20:21:11 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 two minor releases later. Use ``matplotlib.colormaps[name]`` or ``matplotlib.colormaps.get_cmap(obj)`` instead.\n", + "[NeMo W 2024-12-20 00:14:31 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 two minor releases later. Use ``matplotlib.colormaps[name]`` or ``matplotlib.colormaps.get_cmap(obj)`` instead.\n", " cm = get_cmap(\"Set1\")\n", " \n", - "[NeMo W 2024-12-16 20:21:11 ssm:31] The package `megatron.core` was not imported in this environment which is needed for SSMs.\n", - "[NeMo W 2024-12-16 20:21:12 preprocess:101] Tokenizer vocab file: /home/bionemo/.cache/bionemo/db24ba3858005680e343d0e4714c7c91fde6d738e2bf4018d489c0b1541544df-singlecell-testdata-20240506.tar.gz.untar/cellxgene_2023-12-15_small/processed_data/train/geneformer.vocab already exists. Overwriting...\n", - "[NeMo I 2024-12-16 20:21:12 remote:136] No checksum provided, filename exists. Assuming it is complete.\n", - "[NeMo I 2024-12-16 20:21:12 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 2024-12-16 20:21:12 remote:136] No checksum provided, filename exists. Assuming it is complete.\n", - "[NeMo I 2024-12-16 20:21:12 remote:136] No checksum provided, filename exists. Assuming it is complete.\n", - "[NeMo I 2024-12-16 20:21:12 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 2024-12-16 20:21:12 remote:136] No checksum provided, filename exists. Assuming it is complete.\n", - "[NeMo I 2024-12-16 20:21:13 infer_geneformer:82] *************** Preprocessing Finished ************\n", + "[NeMo W 2024-12-20 00:14:32 ssm:31] The package `megatron.core` was not imported in this environment which is needed for SSMs.\n", + "[NeMo W 2024-12-20 00:14:32 preprocess:101] Tokenizer vocab file: /workspace/bionemo2/.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 2024-12-20 00:14:32 remote:136] No checksum provided, filename exists. Assuming it is complete.\n", + "[NeMo I 2024-12-20 00:14:32 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 2024-12-20 00:14:32 remote:136] No checksum provided, filename exists. Assuming it is complete.\n", + "[NeMo I 2024-12-20 00:14:32 remote:136] No checksum provided, filename exists. Assuming it is complete.\n", + "[NeMo I 2024-12-20 00:14:32 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 2024-12-20 00:14:32 remote:136] No checksum provided, filename exists. Assuming it is complete.\n", + "[NeMo I 2024-12-20 00:14:32 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 W 2024-12-16 20:21:13 dataset:172] Feature ids are the same across datasets. This is good, using the same feature_ids for all datasets.\n", - "[NeMo I 2024-12-16 20:21:13 megatron_strategy:315] Fixing mis-match between ddp-config & mcore-optimizer config\n", - "[NeMo I 2024-12-16 20:21:13 megatron_init:396] Rank 0 has data parallel group : [0]\n", - "[NeMo I 2024-12-16 20:21:13 megatron_init:402] Rank 0 has combined group of data parallel and context parallel : [0]\n", - "[NeMo I 2024-12-16 20:21:13 megatron_init:407] All data parallel group ranks with context parallel combined: [[0]]\n", - "[NeMo I 2024-12-16 20:21:13 megatron_init:410] Ranks 0 has data parallel rank: 0\n", - "[NeMo I 2024-12-16 20:21:13 megatron_init:418] Rank 0 has context parallel group: [0]\n", - "[NeMo I 2024-12-16 20:21:13 megatron_init:421] All context parallel group ranks: [[0]]\n", - "[NeMo I 2024-12-16 20:21:13 megatron_init:422] Ranks 0 has context parallel rank: 0\n", - "[NeMo I 2024-12-16 20:21:13 megatron_init:429] Rank 0 has model parallel group: [0]\n", - "[NeMo I 2024-12-16 20:21:13 megatron_init:430] All model parallel group ranks: [[0]]\n", - "[NeMo I 2024-12-16 20:21:13 megatron_init:439] Rank 0 has tensor model parallel group: [0]\n", - "[NeMo I 2024-12-16 20:21:13 megatron_init:443] All tensor model parallel group ranks: [[0]]\n", - "[NeMo I 2024-12-16 20:21:13 megatron_init:444] Rank 0 has tensor model parallel rank: 0\n", - "[NeMo I 2024-12-16 20:21:13 megatron_init:464] Rank 0 has pipeline model parallel group: [0]\n", - "[NeMo I 2024-12-16 20:21:13 megatron_init:476] Rank 0 has embedding group: [0]\n", - "[NeMo I 2024-12-16 20:21:13 megatron_init:482] All pipeline model parallel group ranks: [[0]]\n", - "[NeMo I 2024-12-16 20:21:13 megatron_init:483] Rank 0 has pipeline model parallel rank 0\n", - "[NeMo I 2024-12-16 20:21:13 megatron_init:484] All embedding group ranks: [[0]]\n", - "[NeMo I 2024-12-16 20:21:13 megatron_init:485] Rank 0 has embedding rank: 0\n", + "[NeMo I 2024-12-20 00:14:32 megatron_strategy:315] Fixing mis-match between ddp-config & mcore-optimizer config\n", + "[NeMo I 2024-12-20 00:14:32 megatron_init:396] Rank 0 has data parallel group : [0]\n", + "[NeMo I 2024-12-20 00:14:32 megatron_init:402] Rank 0 has combined group of data parallel and context parallel : [0]\n", + "[NeMo I 2024-12-20 00:14:32 megatron_init:407] All data parallel group ranks with context parallel combined: [[0]]\n", + "[NeMo I 2024-12-20 00:14:32 megatron_init:410] Ranks 0 has data parallel rank: 0\n", + "[NeMo I 2024-12-20 00:14:32 megatron_init:418] Rank 0 has context parallel group: [0]\n", + "[NeMo I 2024-12-20 00:14:32 megatron_init:421] All context parallel group ranks: [[0]]\n", + "[NeMo I 2024-12-20 00:14:32 megatron_init:422] Ranks 0 has context parallel rank: 0\n", + "[NeMo I 2024-12-20 00:14:32 megatron_init:429] Rank 0 has model parallel group: [0]\n", + "[NeMo I 2024-12-20 00:14:32 megatron_init:430] All model parallel group ranks: [[0]]\n", + "[NeMo I 2024-12-20 00:14:32 megatron_init:439] Rank 0 has tensor model parallel group: [0]\n", + "[NeMo I 2024-12-20 00:14:32 megatron_init:443] All tensor model parallel group ranks: [[0]]\n", + "[NeMo I 2024-12-20 00:14:32 megatron_init:444] Rank 0 has tensor model parallel rank: 0\n", + "[NeMo I 2024-12-20 00:14:32 megatron_init:464] Rank 0 has pipeline model parallel group: [0]\n", + "[NeMo I 2024-12-20 00:14:32 megatron_init:476] Rank 0 has embedding group: [0]\n", + "[NeMo I 2024-12-20 00:14:32 megatron_init:482] All pipeline model parallel group ranks: [[0]]\n", + "[NeMo I 2024-12-20 00:14:32 megatron_init:483] Rank 0 has pipeline model parallel rank 0\n", + "[NeMo I 2024-12-20 00:14:32 megatron_init:484] All embedding group ranks: [[0]]\n", + "[NeMo I 2024-12-20 00:14:32 megatron_init:485] Rank 0 has embedding rank: 0\n", "Initializing distributed: GLOBAL_RANK: 0, MEMBER: 1/1\n", "----------------------------------------------------------------------------------------------------\n", "distributed_backend=nccl\n", @@ -395,14 +372,14 @@ "----------------------------------------------------------------------------------------------------\n", "\n", "WARNING: Logging before flag parsing goes to stderr.\n", - "W1216 20:21:13.782941 140199712900928 config.py:85] Loading /home/bionemo/.cache/bionemo/fb6e70cd6bd98fb8941b5de978e95db17a6b8596f1c03f4d641a6d2ba6599757-geneformer_10M_241113_nemo2.tar.gz.untar\n", - "[NeMo I 2024-12-16 20:21:14 base:44] Padded vocab_size: 25472, original vocab_size: 25429, dummy tokens: 43.\n", - "[NeMo W 2024-12-16 20:21:14 nemo_logging:361] /usr/local/lib/python3.10/dist-packages/torch/distributed/checkpoint/state_dict_loader.py:25: UserWarning: 'load_state_dict' is deprecated and will be removed in future versions. Please use 'load' instead.\n", + "W1220 00:14:33.385426 140118637597120 config.py:85] Loading /workspace/bionemo2/.cache/bionemo/fb6e70cd6bd98fb8941b5de978e95db17a6b8596f1c03f4d641a6d2ba6599757-geneformer_10M_241113_nemo2.tar.gz.untar\n", + "[NeMo I 2024-12-20 00:14:34 base:44] Padded vocab_size: 25472, original vocab_size: 25429, dummy tokens: 43.\n", + "[NeMo W 2024-12-20 00:14:34 nemo_logging:361] /usr/local/lib/python3.10/dist-packages/torch/distributed/checkpoint/state_dict_loader.py:25: UserWarning: 'load_state_dict' is deprecated and will be removed in future versions. Please use 'load' instead.\n", " warnings.warn(\n", " \n", - "LOCAL_RANK: 0 - CUDA_VISIBLE_DEVICES: [0,1]\n", - "[NeMo W 2024-12-16 20:21:15 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", - "[NeMo I 2024-12-16 20:21:15 megatron_parallel:549] > number of parameters on (tensor, pipeline) model parallel rank (0, 0): 10300032\n" + "LOCAL_RANK: 0 - CUDA_VISIBLE_DEVICES: [0]\n", + "[NeMo W 2024-12-20 00:14:34 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", + "[NeMo I 2024-12-20 00:14:34 megatron_parallel:549] > number of parameters on (tensor, pipeline) model parallel rank (0, 0): 10300032\n" ] } ], @@ -415,7 +392,7 @@ " --seq-len 2048 \\\n", " --num-dataset-workers 10 \\\n", " --num-gpus 1 \\\n", - " --include-input-ids" + " --include-input-ids\n" ] }, { @@ -427,54 +404,53 @@ "name": "stdout", "output_type": "stream", "text": [ - "[NeMo W 2024-12-16 20:22:40 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", + "[NeMo W 2024-12-20 00:15:07 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 2024-12-16 20:22:40 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 two minor releases later. Use ``matplotlib.colormaps[name]`` or ``matplotlib.colormaps.get_cmap(obj)`` instead.\n", + "[NeMo W 2024-12-20 00:15:08 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 two minor releases later. Use ``matplotlib.colormaps[name]`` or ``matplotlib.colormaps.get_cmap(obj)`` instead.\n", " cm = get_cmap(\"Set1\")\n", " \n", - "[NeMo W 2024-12-16 20:22:40 ssm:31] The package `megatron.core` was not imported in this environment which is needed for SSMs.\n", - "[NeMo W 2024-12-16 20:22:41 preprocess:101] Tokenizer vocab file: /home/bionemo/.cache/bionemo/db24ba3858005680e343d0e4714c7c91fde6d738e2bf4018d489c0b1541544df-singlecell-testdata-20240506.tar.gz.untar/cellxgene_2023-12-15_small/processed_data/train/geneformer.vocab already exists. Overwriting...\n", - "[NeMo I 2024-12-16 20:22:41 remote:136] No checksum provided, filename exists. Assuming it is complete.\n", - "[NeMo I 2024-12-16 20:22:41 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 2024-12-16 20:22:41 remote:136] No checksum provided, filename exists. Assuming it is complete.\n", - "[NeMo I 2024-12-16 20:22:41 remote:136] No checksum provided, filename exists. Assuming it is complete.\n", - "[NeMo I 2024-12-16 20:22:41 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 2024-12-16 20:22:41 remote:136] No checksum provided, filename exists. Assuming it is complete.\n", - "[NeMo I 2024-12-16 20:22:42 infer_geneformer:82] *************** Preprocessing Finished ************\n", + "[NeMo W 2024-12-20 00:15:08 ssm:31] The package `megatron.core` was not imported in this environment which is needed for SSMs.\n", + "[NeMo W 2024-12-20 00:15:09 preprocess:101] Tokenizer vocab file: /workspace/bionemo2/.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 2024-12-20 00:15:09 remote:136] No checksum provided, filename exists. Assuming it is complete.\n", + "[NeMo I 2024-12-20 00:15:09 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 2024-12-20 00:15:09 remote:136] No checksum provided, filename exists. Assuming it is complete.\n", + "[NeMo I 2024-12-20 00:15:09 remote:136] No checksum provided, filename exists. Assuming it is complete.\n", + "[NeMo I 2024-12-20 00:15:09 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 2024-12-20 00:15:09 remote:136] No checksum provided, filename exists. Assuming it is complete.\n", + "[NeMo I 2024-12-20 00:15:09 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 W 2024-12-16 20:22:42 dataset:172] Feature ids are the same across datasets. This is good, using the same feature_ids for all datasets.\n", - "[NeMo I 2024-12-16 20:22:42 megatron_strategy:315] Fixing mis-match between ddp-config & mcore-optimizer config\n", - "[NeMo I 2024-12-16 20:22:42 megatron_init:396] Rank 0 has data parallel group : [0]\n", - "[NeMo I 2024-12-16 20:22:42 megatron_init:402] Rank 0 has combined group of data parallel and context parallel : [0]\n", - "[NeMo I 2024-12-16 20:22:42 megatron_init:407] All data parallel group ranks with context parallel combined: [[0]]\n", - "[NeMo I 2024-12-16 20:22:42 megatron_init:410] Ranks 0 has data parallel rank: 0\n", - "[NeMo I 2024-12-16 20:22:42 megatron_init:418] Rank 0 has context parallel group: [0]\n", - "[NeMo I 2024-12-16 20:22:42 megatron_init:421] All context parallel group ranks: [[0]]\n", - "[NeMo I 2024-12-16 20:22:42 megatron_init:422] Ranks 0 has context parallel rank: 0\n", - "[NeMo I 2024-12-16 20:22:42 megatron_init:429] Rank 0 has model parallel group: [0]\n", - "[NeMo I 2024-12-16 20:22:42 megatron_init:430] All model parallel group ranks: [[0]]\n", - "[NeMo I 2024-12-16 20:22:42 megatron_init:439] Rank 0 has tensor model parallel group: [0]\n", - "[NeMo I 2024-12-16 20:22:42 megatron_init:443] All tensor model parallel group ranks: [[0]]\n", - "[NeMo I 2024-12-16 20:22:42 megatron_init:444] Rank 0 has tensor model parallel rank: 0\n", - "[NeMo I 2024-12-16 20:22:42 megatron_init:464] Rank 0 has pipeline model parallel group: [0]\n", - "[NeMo I 2024-12-16 20:22:42 megatron_init:476] Rank 0 has embedding group: [0]\n", - "[NeMo I 2024-12-16 20:22:42 megatron_init:482] All pipeline model parallel group ranks: [[0]]\n", - "[NeMo I 2024-12-16 20:22:42 megatron_init:483] Rank 0 has pipeline model parallel rank 0\n", - "[NeMo I 2024-12-16 20:22:42 megatron_init:484] All embedding group ranks: [[0]]\n", - "[NeMo I 2024-12-16 20:22:42 megatron_init:485] Rank 0 has embedding rank: 0\n", + "[NeMo I 2024-12-20 00:15:09 megatron_strategy:315] Fixing mis-match between ddp-config & mcore-optimizer config\n", + "[NeMo I 2024-12-20 00:15:09 megatron_init:396] Rank 0 has data parallel group : [0]\n", + "[NeMo I 2024-12-20 00:15:09 megatron_init:402] Rank 0 has combined group of data parallel and context parallel : [0]\n", + "[NeMo I 2024-12-20 00:15:09 megatron_init:407] All data parallel group ranks with context parallel combined: [[0]]\n", + "[NeMo I 2024-12-20 00:15:09 megatron_init:410] Ranks 0 has data parallel rank: 0\n", + "[NeMo I 2024-12-20 00:15:09 megatron_init:418] Rank 0 has context parallel group: [0]\n", + "[NeMo I 2024-12-20 00:15:09 megatron_init:421] All context parallel group ranks: [[0]]\n", + "[NeMo I 2024-12-20 00:15:09 megatron_init:422] Ranks 0 has context parallel rank: 0\n", + "[NeMo I 2024-12-20 00:15:09 megatron_init:429] Rank 0 has model parallel group: [0]\n", + "[NeMo I 2024-12-20 00:15:09 megatron_init:430] All model parallel group ranks: [[0]]\n", + "[NeMo I 2024-12-20 00:15:09 megatron_init:439] Rank 0 has tensor model parallel group: [0]\n", + "[NeMo I 2024-12-20 00:15:09 megatron_init:443] All tensor model parallel group ranks: [[0]]\n", + "[NeMo I 2024-12-20 00:15:09 megatron_init:444] Rank 0 has tensor model parallel rank: 0\n", + "[NeMo I 2024-12-20 00:15:09 megatron_init:464] Rank 0 has pipeline model parallel group: [0]\n", + "[NeMo I 2024-12-20 00:15:09 megatron_init:476] Rank 0 has embedding group: [0]\n", + "[NeMo I 2024-12-20 00:15:09 megatron_init:482] All pipeline model parallel group ranks: [[0]]\n", + "[NeMo I 2024-12-20 00:15:09 megatron_init:483] Rank 0 has pipeline model parallel rank 0\n", + "[NeMo I 2024-12-20 00:15:09 megatron_init:484] All embedding group ranks: [[0]]\n", + "[NeMo I 2024-12-20 00:15:09 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", - "[NeMo I 2024-12-16 20:22:42 base:44] Padded vocab_size: 25472, original vocab_size: 25429, dummy tokens: 43.\n", - "LOCAL_RANK: 0 - CUDA_VISIBLE_DEVICES: [0,1]\n", - "[NeMo W 2024-12-16 20:22:42 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", - "[NeMo I 2024-12-16 20:22:42 megatron_parallel:549] > number of parameters on (tensor, pipeline) model parallel rank (0, 0): 10300032\n" + "[NeMo I 2024-12-20 00:15:09 base:44] Padded vocab_size: 25472, original vocab_size: 25429, dummy tokens: 43.\n", + "LOCAL_RANK: 0 - CUDA_VISIBLE_DEVICES: [0]\n", + "[NeMo W 2024-12-20 00:15:09 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", + "[NeMo I 2024-12-20 00:15:09 megatron_parallel:549] > number of parameters on (tensor, pipeline) model parallel rank (0, 0): 10300032\n" ] } ], @@ -486,7 +462,7 @@ " --seq-len 2048 \\\n", " --num-dataset-workers 10 \\\n", " --num-gpus 1 \\\n", - " --include-input-ids" + " --include-input-ids\n" ] }, { @@ -498,44 +474,43 @@ "name": "stdout", "output_type": "stream", "text": [ - "[NeMo W 2024-12-16 20:24:08 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", + "[NeMo W 2024-12-20 00:15:44 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 2024-12-16 20:24:08 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 two minor releases later. Use ``matplotlib.colormaps[name]`` or ``matplotlib.colormaps.get_cmap(obj)`` instead.\n", + "[NeMo W 2024-12-20 00:15:45 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 two minor releases later. Use ``matplotlib.colormaps[name]`` or ``matplotlib.colormaps.get_cmap(obj)`` instead.\n", " cm = get_cmap(\"Set1\")\n", " \n", - "[NeMo W 2024-12-16 20:24:09 ssm:31] The package `megatron.core` was not imported in this environment which is needed for SSMs.\n", - "[NeMo W 2024-12-16 20:24:10 preprocess:101] Tokenizer vocab file: /home/bionemo/.cache/bionemo/db24ba3858005680e343d0e4714c7c91fde6d738e2bf4018d489c0b1541544df-singlecell-testdata-20240506.tar.gz.untar/cellxgene_2023-12-15_small/processed_data/train/geneformer.vocab already exists. Overwriting...\n", - "[NeMo I 2024-12-16 20:24:10 remote:136] No checksum provided, filename exists. Assuming it is complete.\n", - "[NeMo I 2024-12-16 20:24:10 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 2024-12-16 20:24:10 remote:136] No checksum provided, filename exists. Assuming it is complete.\n", - "[NeMo I 2024-12-16 20:24:10 remote:136] No checksum provided, filename exists. Assuming it is complete.\n", - "[NeMo I 2024-12-16 20:24:10 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 2024-12-16 20:24:10 remote:136] No checksum provided, filename exists. Assuming it is complete.\n", - "[NeMo I 2024-12-16 20:24:10 infer_geneformer:82] *************** Preprocessing Finished ************\n", + "[NeMo W 2024-12-20 00:15:45 ssm:31] The package `megatron.core` was not imported in this environment which is needed for SSMs.\n", + "[NeMo W 2024-12-20 00:15:46 preprocess:101] Tokenizer vocab file: /workspace/bionemo2/.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 2024-12-20 00:15:46 remote:136] No checksum provided, filename exists. Assuming it is complete.\n", + "[NeMo I 2024-12-20 00:15:46 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 2024-12-20 00:15:46 remote:136] No checksum provided, filename exists. Assuming it is complete.\n", + "[NeMo I 2024-12-20 00:15:46 remote:136] No checksum provided, filename exists. Assuming it is complete.\n", + "[NeMo I 2024-12-20 00:15:46 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 2024-12-20 00:15:46 remote:136] No checksum provided, filename exists. Assuming it is complete.\n", + "[NeMo I 2024-12-20 00:15:46 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 W 2024-12-16 20:24:10 dataset:172] Feature ids are the same across datasets. This is good, using the same feature_ids for all datasets.\n", - "[NeMo I 2024-12-16 20:24:10 megatron_strategy:315] Fixing mis-match between ddp-config & mcore-optimizer config\n", - "[NeMo I 2024-12-16 20:24:10 megatron_init:396] Rank 0 has data parallel group : [0]\n", - "[NeMo I 2024-12-16 20:24:10 megatron_init:402] Rank 0 has combined group of data parallel and context parallel : [0]\n", - "[NeMo I 2024-12-16 20:24:10 megatron_init:407] All data parallel group ranks with context parallel combined: [[0]]\n", - "[NeMo I 2024-12-16 20:24:10 megatron_init:410] Ranks 0 has data parallel rank: 0\n", - "[NeMo I 2024-12-16 20:24:10 megatron_init:418] Rank 0 has context parallel group: [0]\n", - "[NeMo I 2024-12-16 20:24:10 megatron_init:421] All context parallel group ranks: [[0]]\n", - "[NeMo I 2024-12-16 20:24:10 megatron_init:422] Ranks 0 has context parallel rank: 0\n", - "[NeMo I 2024-12-16 20:24:10 megatron_init:429] Rank 0 has model parallel group: [0]\n", - "[NeMo I 2024-12-16 20:24:10 megatron_init:430] All model parallel group ranks: [[0]]\n", - "[NeMo I 2024-12-16 20:24:10 megatron_init:439] Rank 0 has tensor model parallel group: [0]\n", - "[NeMo I 2024-12-16 20:24:10 megatron_init:443] All tensor model parallel group ranks: [[0]]\n", - "[NeMo I 2024-12-16 20:24:10 megatron_init:444] Rank 0 has tensor model parallel rank: 0\n", - "[NeMo I 2024-12-16 20:24:10 megatron_init:464] Rank 0 has pipeline model parallel group: [0]\n", - "[NeMo I 2024-12-16 20:24:10 megatron_init:476] Rank 0 has embedding group: [0]\n", - "[NeMo I 2024-12-16 20:24:10 megatron_init:482] All pipeline model parallel group ranks: [[0]]\n", - "[NeMo I 2024-12-16 20:24:10 megatron_init:483] Rank 0 has pipeline model parallel rank 0\n", - "[NeMo I 2024-12-16 20:24:10 megatron_init:484] All embedding group ranks: [[0]]\n", - "[NeMo I 2024-12-16 20:24:10 megatron_init:485] Rank 0 has embedding rank: 0\n", + "[NeMo I 2024-12-20 00:15:46 megatron_strategy:315] Fixing mis-match between ddp-config & mcore-optimizer config\n", + "[NeMo I 2024-12-20 00:15:46 megatron_init:396] Rank 0 has data parallel group : [0]\n", + "[NeMo I 2024-12-20 00:15:46 megatron_init:402] Rank 0 has combined group of data parallel and context parallel : [0]\n", + "[NeMo I 2024-12-20 00:15:46 megatron_init:407] All data parallel group ranks with context parallel combined: [[0]]\n", + "[NeMo I 2024-12-20 00:15:46 megatron_init:410] Ranks 0 has data parallel rank: 0\n", + "[NeMo I 2024-12-20 00:15:46 megatron_init:418] Rank 0 has context parallel group: [0]\n", + "[NeMo I 2024-12-20 00:15:46 megatron_init:421] All context parallel group ranks: [[0]]\n", + "[NeMo I 2024-12-20 00:15:46 megatron_init:422] Ranks 0 has context parallel rank: 0\n", + "[NeMo I 2024-12-20 00:15:46 megatron_init:429] Rank 0 has model parallel group: [0]\n", + "[NeMo I 2024-12-20 00:15:46 megatron_init:430] All model parallel group ranks: [[0]]\n", + "[NeMo I 2024-12-20 00:15:46 megatron_init:439] Rank 0 has tensor model parallel group: [0]\n", + "[NeMo I 2024-12-20 00:15:46 megatron_init:443] All tensor model parallel group ranks: [[0]]\n", + "[NeMo I 2024-12-20 00:15:46 megatron_init:444] Rank 0 has tensor model parallel rank: 0\n", + "[NeMo I 2024-12-20 00:15:46 megatron_init:464] Rank 0 has pipeline model parallel group: [0]\n", + "[NeMo I 2024-12-20 00:15:46 megatron_init:476] Rank 0 has embedding group: [0]\n", + "[NeMo I 2024-12-20 00:15:46 megatron_init:482] All pipeline model parallel group ranks: [[0]]\n", + "[NeMo I 2024-12-20 00:15:46 megatron_init:483] Rank 0 has pipeline model parallel rank 0\n", + "[NeMo I 2024-12-20 00:15:46 megatron_init:484] All embedding group ranks: [[0]]\n", + "[NeMo I 2024-12-20 00:15:46 megatron_init:485] Rank 0 has embedding rank: 0\n", "Initializing distributed: GLOBAL_RANK: 0, MEMBER: 1/1\n", "----------------------------------------------------------------------------------------------------\n", "distributed_backend=nccl\n", @@ -543,14 +518,14 @@ "----------------------------------------------------------------------------------------------------\n", "\n", "WARNING: Logging before flag parsing goes to stderr.\n", - "W1216 20:24:11.353403 140648060589888 config.py:85] Loading /home/bionemo/.cache/bionemo/7d67a526379eb8581f2aaaf03425ae9ec81a38570b24ddc8b22818e5d26ea772-geneformer_106M_240530_nemo2.tar.gz.untar\n", - "[NeMo I 2024-12-16 20:24:12 base:44] Padded vocab_size: 25472, original vocab_size: 25429, dummy tokens: 43.\n", - "[NeMo W 2024-12-16 20:24:12 nemo_logging:361] /usr/local/lib/python3.10/dist-packages/torch/distributed/checkpoint/state_dict_loader.py:25: UserWarning: 'load_state_dict' is deprecated and will be removed in future versions. Please use 'load' instead.\n", + "W1220 00:15:46.932231 126658719736256 config.py:85] Loading /workspace/bionemo2/.cache/bionemo/7d67a526379eb8581f2aaaf03425ae9ec81a38570b24ddc8b22818e5d26ea772-geneformer_106M_240530_nemo2.tar.gz.untar\n", + "[NeMo I 2024-12-20 00:15:47 base:44] Padded vocab_size: 25472, original vocab_size: 25429, dummy tokens: 43.\n", + "[NeMo W 2024-12-20 00:15:47 nemo_logging:361] /usr/local/lib/python3.10/dist-packages/torch/distributed/checkpoint/state_dict_loader.py:25: UserWarning: 'load_state_dict' is deprecated and will be removed in future versions. Please use 'load' instead.\n", " warnings.warn(\n", " \n", - "LOCAL_RANK: 0 - CUDA_VISIBLE_DEVICES: [0,1]\n", - "[NeMo W 2024-12-16 20:24:13 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", - "[NeMo I 2024-12-16 20:24:13 megatron_parallel:549] > number of parameters on (tensor, pipeline) model parallel rank (0, 0): 106808960\n" + "LOCAL_RANK: 0 - CUDA_VISIBLE_DEVICES: [0]\n", + "[NeMo W 2024-12-20 00:15:48 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", + "[NeMo I 2024-12-20 00:15:48 megatron_parallel:549] > number of parameters on (tensor, pipeline) model parallel rank (0, 0): 106808960\n" ] } ], @@ -563,7 +538,7 @@ " --seq-len 2048 \\\n", " --num-dataset-workers 10 \\\n", " --num-gpus 1 \\\n", - " --include-input-ids" + " --include-input-ids\n" ] }, { @@ -637,7 +612,7 @@ " \n", " predictions = cross_val_predict(pipeline, data, labels, cv=cv)\n", "\n", - " # Return confusion matrix and metrics.\n", + " # v Return confusion matrix and metrics.\n", " conf_matrix = confusion_matrix(labels, predictions)\n", " \n", " return results_out, conf_matrix" @@ -651,7 +626,7 @@ { "data": { "text/plain": [ - "(22502, 256)" + "(8192, 256)" ] }, "execution_count": 13, @@ -664,7 +639,7 @@ "import torch\n", "infer_Xs_10m = torch.load(result_path_10m / \"predictions__rank_0.pt\")['embeddings'].float().cpu().numpy()\n", "assert len(adata) == len(infer_Xs_10m), (len(adata), len(infer_Xs_10m))\n", - "infer_Xs_10m.shape" + "infer_Xs_10m.shape\n" ] }, { @@ -675,7 +650,7 @@ { "data": { "text/plain": [ - "(22502, 256)" + "(8192, 256)" ] }, "execution_count": 14, @@ -688,7 +663,7 @@ "import torch\n", "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", - "infer_Xs_10m_bnmo2.shape" + "infer_Xs_10m_bnmo2.shape\n" ] }, { @@ -699,7 +674,7 @@ { "data": { "text/plain": [ - "(22502, 768)" + "(8192, 768)" ] }, "execution_count": 15, @@ -711,7 +686,7 @@ "#NBVAL_CHECK_OUTPUT\n", "infer_Xs_106m = torch.load(result_path_106m / \"predictions__rank_0.pt\")['embeddings'].float().cpu().numpy()\n", "assert len(adata) == len(infer_Xs_106m), (len(adata), len(infer_Xs_106m))\n", - "infer_Xs_106m.shape" + "infer_Xs_106m.shape\n" ] }, { @@ -722,7 +697,7 @@ { "data": { "text/plain": [ - "(22502, 256)" + "(8192, 256)" ] }, "execution_count": 16, @@ -735,7 +710,7 @@ "import torch\n", "infer_Xs_10m_random = torch.load(results_path_10m_random / \"predictions__rank_0.pt\")['embeddings'].float().cpu().numpy()\n", "assert len(adata) == len(infer_Xs_10m_random), (len(adata), len(infer_Xs_10m_random))\n", - "infer_Xs_10m_random.shape" + "infer_Xs_10m_random.shape\n" ] }, { @@ -748,7 +723,7 @@ "import numpy as np\n", "# Now fetch the class labels and raw expression for the same dataset. These are used as labels in classification and as one of our baselines.\n", "\n", - "infer_metadata = pd.read_csv(data_dir/'features.csv')\n", + "infer_metadata = adata.obs\n", "raw_Xs = np.asarray(adata.X.todense())\n", "# Here we perform a norm over the total counts for each cell, adding a pseudocount to assist with the following logarithm.\n", "normed_Xs = (raw_Xs + 1) / raw_Xs.sum(axis=1, keepdims=True)\n", @@ -764,7 +739,7 @@ "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_109448/2938980837.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_106608/2938980837.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" ] }, @@ -780,7 +755,7 @@ }, { "data": { - "image/png": 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", + "image/png": 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", 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" ] @@ -812,7 +787,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "[ 1 29 1 ... 14 12 3]\n" + "[ 1 1 19 ... 17 14 14]\n" ] } ], @@ -831,7 +806,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ "
" ] @@ -898,6 +873,8 @@ "/usr/local/lib/python3.10/dist-packages/sklearn/metrics/_classification.py:1344: 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, msg_start, len(result))\n", "/usr/local/lib/python3.10/dist-packages/sklearn/metrics/_classification.py:1344: 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, msg_start, len(result))\n", + "/usr/local/lib/python3.10/dist-packages/sklearn/metrics/_classification.py:1344: 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, msg_start, len(result))\n" ] }, @@ -906,11 +883,11 @@ "output_type": "stream", "text": [ "Cross-validation metrics:\n", - "accuracy: 0.789 (+/- 0.026)\n", - "precision: 0.682 (+/- 0.033)\n", - "recall: 0.573 (+/- 0.014)\n", - "f1_score: 0.593 (+/- 0.012)\n", - "roc_auc: 0.973 (+/- 0.007)\n" + "accuracy: 0.776 (+/- 0.033)\n", + "precision: 0.630 (+/- 0.046)\n", + "recall: 0.549 (+/- 0.015)\n", + "f1_score: 0.562 (+/- 0.024)\n", + "roc_auc: 0.970 (+/- 0.009)\n" ] } ], @@ -923,9 +900,17 @@ "execution_count": 23, "metadata": {}, "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_106608/3742577664.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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", 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", 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" ] @@ -964,11 +949,11 @@ "output_type": "stream", "text": [ "Cross-validation metrics:\n", - "accuracy: 0.418 (+/- 0.015)\n", - "precision: 0.204 (+/- 0.023)\n", - "recall: 0.100 (+/- 0.007)\n", - "f1_score: 0.089 (+/- 0.007)\n", - "roc_auc: 0.769 (+/- 0.014)\n" + "accuracy: 0.396 (+/- 0.013)\n", + "precision: 0.158 (+/- 0.046)\n", + "recall: 0.091 (+/- 0.006)\n", + "f1_score: 0.079 (+/- 0.007)\n", + "roc_auc: 0.741 (+/- 0.007)\n" ] } ], @@ -985,13 +970,13 @@ "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_109448/3742577664.py:16: RuntimeWarning: invalid value encountered in divide\n", + "/tmp/ipykernel_106608/3742577664.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": [ "
" ] @@ -1013,6 +998,12 @@ "name": "stderr", "output_type": "stream", "text": [ + "/usr/local/lib/python3.10/dist-packages/sklearn/metrics/_classification.py:1344: 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, msg_start, len(result))\n", + "/usr/local/lib/python3.10/dist-packages/sklearn/metrics/_classification.py:1344: 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, msg_start, len(result))\n", + "/usr/local/lib/python3.10/dist-packages/sklearn/metrics/_classification.py:1344: 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, msg_start, len(result))\n", "/usr/local/lib/python3.10/dist-packages/sklearn/metrics/_classification.py:1344: 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, msg_start, len(result))\n", "/usr/local/lib/python3.10/dist-packages/sklearn/metrics/_classification.py:1344: 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", @@ -1024,11 +1015,11 @@ "output_type": "stream", "text": [ "Cross-validation metrics:\n", - "accuracy: 0.849 (+/- 0.018)\n", - "precision: 0.840 (+/- 0.020)\n", - "recall: 0.722 (+/- 0.019)\n", - "f1_score: 0.751 (+/- 0.015)\n", - "roc_auc: 0.990 (+/- 0.002)\n" + "accuracy: 0.839 (+/- 0.016)\n", + "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" ] } ], @@ -1043,7 +1034,7 @@ "outputs": [ { "data": { - "image/png": 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1aNBA+reWlha6urpyQ9mWLVtG48aNMTIyQltbm19++UWq9/jx43LXtWnTJinfF198IT3z3LqvX79OVlYWly5dIisrCxsbG7n8x44dK/K+nDt3Djc3N8zMzNDR0aFt27YARd6L4oiLi6NmzZpSkPSu+Ph4QkND5dru4uJCdnY2N2/eLHZ9mZmZ/Pvvv3Kvt4eUCoIgCMJH95kNvRM9SkKRrK2tkclkcgs2FNf9+/e5d+8eFhYWABw5coRLly7x22+/Af8LxqpUqcLEiRMJCAggLi5Oyl+aiyd06tSJW7du8fvvv3Po0CHat2/P0KFDmTdvXonL9PLyYty4cZw/f57nz59z+/ZtevbsCUBGRgaQ07P17lym3GFcipg7dy7BwcEsWrSI+vXro6WlxYgRI0rly3SlSpXk3stkMrKzswEICwvD39+f+fPn4+TkhI6ODnPnzuXMmTMANGnSRO5ZGRsbK1RnRkYGysrKnDt3Ls99KKxX6OnTp7i4uODi4sKmTZswMjIiLS0NFxeXUg0sCpq3lCsjI4PBgwczbNiwPOfMzMyKXV9QUJBczx3kBPXzFuWdUyYIgiAIwocnAiWhSAYGBri4uLBs2TKGDRuWZ57So0ePipynFBwcjJKSkrR/zI4dO3j+/Ll0PjY2ln79+nH8+HFq166NioqKNGztXfHx8Tx//lz6Inv69Gm0tbUxNTWlSpUqqKqqEh0dTa1atYCc+SyxsbHSECkAIyMj+vbtS9++fWndujVjxozJN1BSVVUFcnpzClOzZk3atm3Lpk2beP78OR07dqRq1apATuBQvXp1bty4IfUylUR0dDTu7u5SL1x2djbXrl2jbt3CV4V6d7GN06dPY2dnV6x6W7RowY8//igde7vHR0NDo8BnlRtMvV23tbU1ysrKODo6kpWVxd27d2ndunW++VVVVfPc+6tXr3L//n1mzZqFqakpAGfPnlX4ehTVoEED/vzzT65du5Zvr1KjRo1ISEgo8NqLa8KECYwaNUruWHJycqmULQiCIAil4jMbeicCJUEhy5Yto2XLljRr1oxp06bRoEEDXr9+zaFDh1ixYoXcUK4nT55w584dXr16xc2bN/n1119Zs2YNQUFB0pfK2rVry5X/zz//AGBnZ1dk0PXy5Uv69+/PpEmTSE1NZcqUKfj5+aGkpISWlhY//PADY8aMwcDAADMzM+bMmcOzZ8/o378/AJMnT6Zx48bY29uTmZnJvn37CgwcatWqhUwmY9++fXTu3BkNDY0Cezu8vb2ZMmUKL1++ZOHChXLnAgMDGTZsGHp6eri6upKZmcnZs2d5+PBhni/HBbG2tua3337j5MmTVK5cmQULFvD3338XGShFR0czZ84cPDw8OHToENu3byc8PFyhOnPr3bBhAwcOHMDCwoKNGzcSGxsr9Q4WJi0tjVGjRjF48GDOnz/PkiVLmD9/PpAzX8rb2xsfHx/mz5+Po6Mj9+7dIzIykgYNGtClSxfMzc3JyMggMjJSGnJpZmaGqqoqS5YsYciQIVy+fPmD7GnVtm1b2rRpQ48ePViwYAFWVlZcvXoVmUyGq6sr48aN44svvsDPz48BAwagpaVFQkIChw4dYunSpcWuT01NDTU1NbljuYG6IAiCIJQLn1mg9HldrVBilpaWnD9/nnbt2jF69Gjq1atHx44diYyMZMWKFXJpJ0+ejImJCVZWVvTp04fHjx8TGRnJuHGls5tz+/btsba2pk2bNvTs2ZNu3bpJy0YDzJo1ix49etCnTx8aNWpEcnIyBw4coHLlykDOl88JEybQoEED2rRpg7KyMmFhYfnWVaNGDQIDAxk/fjzGxsaFrmj2zTffcP/+fZ49eyb1nOUaMGAAa9asISQkhPr169O2bVtCQ0Plgg1nZ+dCV26bNGkSjRo1wsXFBWdnZ6pVq5annvyMHj2as2fP4ujoyM8//8yCBQtwcXEpMl+uwYMH0717d3r27Enz5s25f/++XO9SYXx8fHj+/DnNmjVj6NChDB8+nEGDBknnQ0JC8PHxYfTo0dja2uLh4UFsbKw0dK1FixYMGTKEnj17YmRkxJw5czAyMiI0NJTt27dTt25dZs2a9V7DJguzY8cOmjZtipeXF3Xr1mXs2LFSD1eDBg04duwY165do3Xr1jg6OjJ58mRpYQpBEARBECo22ZvSmqkvCGXA19eXR48esXv37o/dlFJXq1YtAgMDS3WZa3Nzc0aMGCE37FCoOC5fviw2nBUbzhY7z6e04ajYcFZsOFte85THDWfr1VM8fUlptCudERzPjwaUSjkfmgiUhAqlLAIlmUzGrl27Cu2tKe12XLlyBS8vL+Li4oq1p1RR7VIkUPpQwdSnHNQqytnZmYYNG7Jo0SKg+Pf68uUy2mldEARBqPDKJFD6ckaplPP8yMRSKedDE0PvBIXduXOHn376CUtLS9TU1DA1NcXNzY3IyEgpjbm5OTKZDJlMhoaGBubm5nh6enLkyJE85cXGxtK+fXv09fWpXLkyLi4uxMfHl+Ul5Ss9PV3agyk1NRWZTCa3qhvkLE4RGhpaanXa29tz8eLF9wqSPkVRUVHIZDIePXr0XuXkfiYLer09dFMQBEEQBAHEYg6CglJTU2nZsiX6+vrMnTuX+vXr8+rVKw4cOMDQoUPllg6fNm0aAwcO5OXLl6SmpvLrr7/SoUMHpk+fzsSJOb8gZGRk4OrqSrdu3Vi+fDmvX79mypQpuLi4cPv27TzLVecqzeCkIO9ubpofPT29D96O0pC7we/nLj09Xfr31q1bmTx5MklJSdKx0tqk9kMoyXANi2IM17v5/4frdV2dqnCefQPNi9W2ijCMprqF4itB/nUzsVj1VITrL69DrzSNFR9G+ezv5BLXU16v/1PIU17bVVZ5yrpdH1wF2gOpNIifrwWF/Pjjj8hkMmJiYujRowc2NjbY29szatSoPMtP6+joUK1aNczMzGjTpg2//PILAQEBcl9Or169yoMHD5g2bRq2trbY29szZcoU/v77b27dulVgO6ZOnUrDhg1ZtWoVpqamaGpq4unpyePHj6U02dnZTJs2jZo1a6KmpkbDhg2JiIiQzr98+RI/Pz9MTExQV1enVq1aBAUFSedlMpk0XCx3sQVHR0dkMhnOzs5AzrCy3KF5v/zyC9WrV5f2Hcrl7u5Ov379pPd79uyhUaNGqKurY2lpSWBgIK9fv1bwCeQsUd6/f38sLCzQ0NDA1taW4ODgQvM4Ozvj5+eHn58fenp6VKlShYCAgDybCD979ox+/fqho6ODmZkZv/zyi9z5cePGYWNjg6amJpaWlgQEBPDq1SuF2h0YGIiRkRG6uroMGTJEbq+j7OxsgoKCpGtycHCQ9tZKTU2lXbt2AFSuXBmZTCbN34qIiKBVq1bo6+tjaGhI165dC92ktlq1atJLT08PmUwmd6ygQCkzM5Nx48ZhamqKmpoaVlZWrF27Vjp/+fJlOnXqhLa2NsbGxvTp00dawVEQBEEQPjkypdJ5VRAVp6XCR/PgwQMiIiIYOnRonj2UgCKX8wYYPnw4b968Yc+ePQDY2tpiaGjI2rVrefnyJc+fP2ft2rXY2dlhbm5eaFnJycls27aN//u//yMiIoILFy7IrcIWHBzM/PnzmTdvHhcvXsTFxYVu3bpx/fp1ABYvXszevXvZtm0bSUlJbNq0qcA6Y2JiADh8+DDp6ens3LkzT5pvv/2W+/fvc/ToUelY7j3L3Tfp+PHj+Pj4MHz4cBISEli1ahWhoaHMmKH4WN/s7Gxq1qzJ9u3bSUhIYPLkyfznP/9h27ZtheZbv349KioqxMTEEBwczIIFC1izZo1cmvnz59OkSRPpXv7www9yPS46OjqEhoaSkJBAcHAwq1evzrMEen4iIyNJTEwkKiqKLVu2sHPnTrlNVYOCgtiwYQMrV67kypUrjBw5ku+++45jx45hamrKjh07AEhKSiI9PV0KDJ8+fcqoUaM4e/YskZGRKCkp8fXXX+cJVt+Xj48PW7ZsYfHixSQmJrJq1SopqHr06BFffvkljo6OnD17loiICP7++288PT1LtQ2CIAiCUG7IZKXzqiDE0DuhSMnJybx584Y6deqUuAwDAwOqVq0qDQXT0dEhKioKDw8PaQ8ca2trDhw4gIpK4R/LFy9esGHDBmrUqAHAkiVL6NKlC/Pnz6datWrMmzePcePG0atXLwBmz57N0aNHWbRoEcuWLSMtLQ1ra2tatWqFTCaTNqbNj5GREQCGhoYFDsmrXLkynTp1YvPmzbRv3x6A3377jSpVqkg9IrlLjPft2xfIWW59+vTpjB07lilTpihyC6lUqZJckGFhYcGpU6fYtm1boV/OTU1NWbhwITKZDFtbWy5dusTChQsZOHCglKZz585SsDlu3DgWLlzI0aNHsbXNWXFp0qRJUlpzc3P8/f0JCwtj7NixhbZZVVWVdevWoampib29PdOmTWPMmDFMnz6dV69eMXPmTA4fPoyTk5N0X06cOMGqVato27YtBgYGAFStWlUuIO/Ro4dcPevWrcPIyIiEhIRSm8x67do1tm3bxqFDh+jQoYPUvlxLly7F0dGRmTNnyrXD1NS0wE1qBUEQBEGoOESPklCk0loY8c2bN8j+/68Iz58/p3///rRs2ZLTp08THR1NvXr16NKlC8+fPwdy5o3kvoYMGSKVY2ZmJgVJAE5OTmRnZ5OUlMS///7LX3/9RcuWLeXqbtmypbQprq+vL3Fxcdja2jJs2DAOHjz43tfm7e3Njh07yMzMBGDTpk306tVLWpwhPj6eadOmyV3TwIEDSU9P59mzZwrXs2zZMho3boyRkRHa2tr88ssvpKWlFZrniy++kO475Nyv69evS/sBQc6eQLlyh6XdvXtXOrZ161ZatmwpDVObNGmSVG9aWprcdb0dOORuEvt23RkZGdy+fZvk5GSePXtGx44d5fJv2LCh0GF0ANevX8fLywtLS0t0dXWlHsGi7kVxxMXFoaysTNu2bfM9Hx8fz9GjR+XanvtjQlHtz09mZib//vuv3OvtYYqCIAiC8NF9ZkPvRI+SUCRra2tkMpncgg3Fdf/+fe7duyfN+dm8eTOpqamcOnVKCiY2b95M5cqV2bNnD7169ZJbaU5XV/e9ruFtjRo14ubNm+zfv5/Dhw/j6elJhw4dpLkxJeHm5sabN28IDw+nadOmHD9+XG5oWkZGBoGBgXTv3j1PXnV1dYXqCAsLw9/fn/nz5+Pk5ISOjg5z587lzJkzJW53rncXz5DJZNIwtlOnTuHt7U1gYCAuLi7o6ekRFhbG/PnzAahevbrcs8rtBSpKRkYGAOHh4XKBL4Camlqhed3c3KhVqxarV6+W5ofVq1evVAMLDQ2NQs9nZGTg5ubG7Nmz85wzMTEpdn1BQUFyPYYAP/zwAwsWLy92WYIgCILwQVSgYXOlQQRKQpEMDAxwcXFh2bJlDBs2LM88pUePHhU5Tyk4OBglJSVpAYRnz56hpKQk19OR+z73C7qVVf6rHaWlpfHXX39RvXp1AE6fPo2SkhK2trbo6upSvXp1oqOj5XoCoqOjadasmfReV1eXnj170rNnT7755htcXV158OBBni/5qqqqAHK9L/lRV1ene/fubNq0ieTkZGxtbWnUqJF0vlGjRiQlJRV4TYqIjo6mRYsWcvOxFOm5eDeQOn36NNbW1igrKytU78mTJ6lVq5a0YiEgt+CGiopKgdcVHx/P8+fPpaDj9OnTaGtrY2pqioGBAWpqaqSlpRXYa5Pf/b9//z5JSUmsXr2a1q1bA3DixAmFrqU46tevT3Z2NseOHZOG3r2tUaNG7NixA3Nz8yKHiypiwoQJjBo1Su5YcnLye5crCIIgCELJiEBJUMiyZcto2bIlzZo1Y9q0aTRo0IDXr19z6NAhVqxYIQ1rA3jy5Al37tzh1atX3Lx5k19//ZU1a9YQFBQkfaHu2LEjY8aMYejQofz0009kZ2cza9YsVFRUpHk9BVFXV6dv377MmzePf//9l2HDhuHp6SnNIRozZgxTpkyhdu3aNGzYkJCQEOLi4ti0aRMACxYswMTEBEdHR5SUlNi+fTvVqlXLN9irWrUqGhoaREREULNmTdTV1QtcGtzb25uuXbty5coVvvvuO7lzkydPpmvXrpiZmfHNN9+gpKREfHw8ly9f5ueff1boGVhbW7NhwwYOHDiAhYUFGzduJDY2VuqlK0haWhqjRo1i8ODBnD9/niVLlki9QYrWm5aWRlhYGE2bNiU8PJxdu3YplPfly5f079+fSZMmkZqaypQpU/Dz80NJSQkdHR38/f0ZOXIk2dnZtGrVisePHxMdHY2uri59+/alVq1ayGQy9u3bR+fOndHQ0KBy5coYGhryyy+/YGJiQlpaGuPHj1f4ehRlbm5O37596devH4sXL8bBwYFbt25x9+5dPD09GTp0KKtXr8bLy4uxY8diYGBAcnIyYWFhrFmzRuFANJeamlqenrTcQFEQBEEQyoUKNGyuNHxeVyuUmKWlJefPn6ddu3aMHj2aevXq0bFjRyIjI1mxYoVc2smTJ2NiYoKVlRV9+vTh8ePHREZGMm7cOClNnTp1+L//+z8uXryIk5MTrVu35q+//iIiIqLIYUtWVlZ0796dzp0789VXX9GgQQOWL//f8KRhw4YxatQoRo8eTf369YmIiGDv3r1YW1sDOQtJzJkzhyZNmtC0aVNSU1P5/fff893sVUVFhcWLF7Nq1SqqV6+Ou7t7ge368ssvMTAwICkpid69e8udc3FxYd++fRw8eJCmTZvyxRdfsHDhQrmFJHx9faXlx/MzePBgunfvTs+ePWnevDn379+X610qiI+PD8+fP6dZs2YMHTqU4cOHM2jQoCLz5erWrRsjR47Ez8+Phg0bcvLkSQICAhTK2759e6ytrWnTpg09e/akW7ducpu7Tp8+nYCAAIKCgrCzs8PV1ZXw8HAp+KtRo4a0EIaxsbEUZIWFhXHu3Dnq1avHyJEjmTt3rsLXUxwrVqzgm2++4ccff6ROnToMHDiQp0+fAkg9l1lZWXz11VfUr1+fESNGoK+vLzYOFgRBED5Nn9mqd7I3pTVTXxDKwNSpU9m9e7fcnJhPRdu2bWnXrp1cIPG+nJ2dadiwIYsWLSq1MoWyc/nyZbHhrNhwtsLnERvOls/nUlZ5ymu7yipPWbartFZ9LYxGp6K3BlHE8/0jS6WcD00ESkKF8qkGSo8fP8be3p6rV68WuPlpSZSHQCk1NRULCwsuXLhAw4YNP1o7PgZzc3NGjBjBiBEjgJxFMnbt2iXN1SvK5ctltNO6IAiCUOGVSaDUufCN7hX1/PfhpVLOhybGhwhCOaCnp8eff/5ZakGSr6+vwl/G37VlyxaUlZUZOnRoqbRFEARBEIRPxGc29E4s5iBUKFOnTi3VoWmfuqioqGLnWbt2LWPHjmXVqlXMnz9f4eXLhQ+jvA0jeTuPe8hthdLv+d4UgDf65grXIXuUWuJ2lbc85bVdZZWnvLarrPKU13aVVZ7y2q6yylPW7RJKl+hREoTPwJMnT/D29kZLSwsTExMWLlyIs7OzNCQs182bNzl58iTjx4/HxsaGnTt3Flm2TCZjxYoVdOrUCQ0NDSwtLQvdkyorK4v+/ftjYWGBhoYGtra2BAfLd+VHRUXRrFkztLS00NfXp2XLltKS5FOnTqVhw4asW7cOMzMztLW1+fHHH8nKymLOnDlUq1aNqlWrMmPGDLkyFyxYQP369dHS0sLU1JQff/xR2supII8ePWLw4MEYGxujrq5OvXr12Ldvn3T+xIkTtG7dGg0NDUxNTRk2bJi02IMgCIIgfHI+sw1nK05LBUEosVGjRhEdHc3evXs5dOgQx48f5/z583nShYSE0KVLF/T09Pjuu+9Yu3atQuUHBATQo0cP4uPj8fb2plevXnJLxr8tOzubmjVrsn37dhISEpg8eTL/+c9/2LZtGwCvX7/Gw8ODtm3bcvHiRU6dOsWgQYPk9txKSUlh//79REREsGXLFtauXUuXLl34888/OXbsGLNnz2bSpElye0gpKSmxePFirly5wvr16zly5Ahjx44t8Jqys7Pp1KkT0dHR/PrrryQkJDBr1ixp2e+UlBRcXV3p0aMHFy9eZOvWrZw4cQI/Pz+F7pkgCIIgVDifWaAkht4JwifuyZMnrF+/ns2bN9O+fXsgJyDK3bA3V3Z2NqGhoSxZsgSAXr16MXr0aG7evFnkXk3ffvstAwYMAHKW/D506BBLliyRW7Y9V6VKlQgMDJTeW1hYcOrUKbZt24anpyf//vsvjx8/pmvXrtSuXRsAOzv5Fcmys7NZt24dOjo61K1bl3bt2pGUlCQt825ra8vs2bM5evQozZs3B5DrPTM3N+fnn39myJAh+bYR4PDhw8TExJCYmIiNjQ2Qs0x+rqCgILy9vaVyra2tWbx4MW3btmXFihViyKIgCILw6alA84tKQ8UJ6QRBKJEbN27w6tUrmjVrJh3T09PD1tZWLt2hQ4d4+vQpnTt3BqBKlSp07NiRdevWFVmHk5NTnvcF9ShBzgbGjRs3xsjICG1tbX755RfS0tIAMDAwwNfXFxcXF9zc3AgODiY9PV0uv7m5OTo6OtJ7Y2Nj6tatK7d/kbGxMXfv3pXeHz58mPbt21OjRg10dHTo06cP9+/f59mzZ/m2MS4ujpo1a0pB0rvi4+MJDQ1FW1tberm4uJCdnc3NmzcLvPaCZGZm8u+//8q9Xr58WexyBEEQBEEoHSJQEgQByFnE4cGDB2hoaKCiooKKigq///4769evJzs7u9TqCQsLw9/fn/79+3Pw4EHi4uL4/vvv5YKCkJAQTp06RYsWLdi6dSs2NjacPn1aOl+pUiW5MmUyWb7HctudmppK165dadCgATt27ODcuXMsW7YMoMBgRENDo9DryMjIYPDgwcTFxUmv+Ph4rl+/LvWEFUdQUBB6enpyrzVr1hS7HEEQBEH4YMTQO0EQPiWWlpZUqlSJ2NhYzMzMgJx9m65du0abNm0AuH//Pnv27CEsLAx7+/9tVpqVlUWrVq04ePAgrq6uBdZx+vRpfHx85N47OjrmmzY6OpoWLVrw448/SsdSUlLypHN0dMTR0ZEJEybg5OTE5s2b+eKLL4p38f/fuXPnyM7OZv78+VKvU+6cqII0aNCAP//8k2vXruXbq9SoUSMSEhKwslJ8Q8zCTJgwgVGjRskdS05OLpWyBUEQBKFUfGZD70SgJAifOB0dHfr27cuYMWMwMDCgatWqTJkyBSUlJWmBhI0bN2JoaIinp6fcogkAnTt3Zu3atYUGStu3b6dJkya0atWKTZs2ERMTU+BCENbW1mzYsIEDBw5gYWHBxo0biY2NleZB3bx5k19++YVu3bpRvXp1kpKSuH79ulwgVlxWVla8evWKJUuW4ObmRnR0NCtXriw0T9u2bWnTpg09evRgwYIFWFlZcfXqVWQyGa6urowbN44vvvgCPz8/BgwYgJaWFgkJCRw6dIilS5cWu41qamqoqanJHVNVVS12OYIgCIIglI6K0/clCEKJLViwACcnJ7p27UqHDh1o2bIldnZ20oID69at4+uvv84TJAH06NGDvXv38s8//xRYfmBgIGFhYTRo0IANGzawZcsW6tatm2/awYMH0717d3r27Enz5s25f/++XO+SpqYmV69epUePHtjY2DBo0CCGDh3K4MGDS3z9Dg4OLFiwgNmzZ1OvXj02bdpEUFBQkfl27NhB06ZN8fLyom7duowdO5asrCwgp8fp2LFjXLt2jdatW+Po6MjkyZPzLJIhCIIgCJ8MMfROEISKLjQ0VO69jo4OmzZtkt4/ffqUwMBABg0aBMDFixcLLMvT0xNPT89C66tevToHDx7M95y5uTlv3ryR3qupqRESEkJISIhcutzAxdjYmF27dhVYV36bDr97vZB3s92RI0cycuRIuWN9+vQpsB7IWViisMUsmjZtWuB1Q87cqLe9fR8EQRAEocL5zIbeyd6I/3MLwifvwoULXL16lWbNmvH48WOmTZtGVFQUycnJVKlS5b3Klslk7Nq1Cw8PjwLTmJubM2LEiDwb3H7qfH19efToEbt37wbA2dmZhg0bsmjRIoXyX74sdloXBEEQFFOvXr0PXodGd8X2VyzK8539S6WcD63i9H0JgqAQX1/ffIOWefPm4eDgQIcOHXj69CnHjx+XC5KSk5Pp168fZmZmqKmpUaNGDdq3b8+mTZt4/fp1GV6BIAiCIAjlkUwmK5VXRSGG3gnCZ8DR0ZFz584VeD4mJoYOHTpgb2/PsmXLqFOnDgBnz55l2bJl1KtXDwcHh3zzik7pD8vSxr7oRP/fjWtXALCqo/ivislXL5c4T4ZGTYXSaz//E4De2+4oXMdmz2olbld5y1PW7aptq3ielKRP7/rLW57y2q6yylPW7TKxqKNwnvSbVz9428r6+j+0ihTklAbRoyQIn7gnT57g7e2NlpYWJiYmLFy4EGdnZ2kY3Js3b/D19cXGxobo6Gjc3NywtrbG2toaLy8vTpw4QYMGDQos39nZGT8/P/z8/NDT06NKlSoEBAQUGkAtWLCA+vXro6WlhampKT/++CMZGRnS+Vu3buHm5kblypXR0tLC3t6e33//HciZeySTyThw4ACOjo5oaGjw5ZdfcvfuXfbv34+dnR26urr07t1bbjPZiIgIWrVqhb6+PoaGhnTt2jXfZcnflp2dzZw5c7CyskJNTQ0zMzNmzJghnb99+zaenp7o6+tjYGCAu7t7nnlJgiAIgiBUTCJQEoRP3KhRo4iOjmbv3r0cOnSI48ePc/78eel8XFwciYmJ+Pv7S3sMvauoX5DWr1+PiooKMTExBAcHs2DBgkI3S1VSUmLx4sVcuXKF9evXc+TIEcaOHSudHzp0KJmZmfzxxx9cunSJ2bNno62tLVfG1KlTWbp0KSdPnpQClkWLFrF582bCw8M5ePAgS5YskdI/ffqUUaNGcfbsWSIjI1FSUuLrr78udDPdCRMmMGvWLAICAkhISGDz5s0YGxsD8OrVK1xcXNDR0eH48eNER0ejra2Nq6trgZvYCoIgCEKFJiulVwUhht4JwifsyZMnrF+/ns2bN9O+fXsAQkJC5JawvnbtGgC2trbSsbt372JpaSm9nzNnjtwS3u8yNTVl4cKFyGQybG1tuXTpEgsXLmTgwIH5pn97UQdzc3N+/vlnhgwZwvLlywFIS0ujR48e1K9fH0CuLbl+/vlnWrZsCUD//v2ZMGECKSkpUtpvvvmGo0ePMm7cOCBnmfO3rVu3DiMjIxISEvKdAPvkyROCg4NZunQpffv2BaB27dq0atUKgK1bt5Kdnc2aNWukQDIkJAR9fX2ioqL46quvCrxfgiAIglARiaF3giB8Mm7cuMGrV69o1qyZdExPT08uKMqPoaEhcXFxxMXFoa+vX2QPyRdffCH3x9PJyYnr169Lew696/Dhw7Rv354aNWqgo6NDnz59uH//vjRUbtiwYVIgNGXKlHyXL397OKCxsTGamppyAZWxsTF3796V3l+/fh0vLy8sLS3R1dXF3NwcyAnK8pOYmEhmZqYUYL4rPj6e5ORkdHR00NbWRltbGwMDA168eFHkkL78ZGZm8u+//8q9RM+UIAiCUJ58bos5iEBJED5z1tbWACQlJUnHlJWVsbKywsrKChWV0u14Tk1NpWvXrjRo0IAdO3Zw7tw5li1bBiAFBgMGDODGjRv06dOHS5cu0aRJE7lhdACVKlWS/i2TyeTe5x57e1idm5sbDx48YPXq1Zw5c4YzZ87I1fkuDQ2NQq8jIyODxo0bSwFl7uvatWv07t1bwbvxP0FBQejp6cm9Chu+KAiCIAjChyUCJUH4hFlaWlKpUiViY2OlY48fP5aG20HOinh16tRh3rx5hc7XKUxu0JHr9OnTWFtbo6ysnCftuXPnyM7OZv78+XzxxRfY2Njw119/5UlnamrKkCFD2LlzJ6NHj2b16tUlahvA/fv3SUpKYtKkSbRv3x47OzsePnxYaB5ra2s0NDSIjIzM93yjRo24fv06VatWlYLK3Jeenl6x2zhhwgQeP34s9xowYECxyxEEQRCED0X0KAmC8MnQ0dGhb9++jBkzhqNHj3LlyhX69++PkpKS9IdKJpMREhJCUlISLVu2ZO/evVy/fp2EhARWrlzJvXv38g143paWlsaoUaNISkpiy5YtLFmyhOHDh+eb1srKilevXrFkyRJu3LjBxo0bWblypVyaESNGcODAAW7evMn58+c5evQodnZ2Jb4PlStXxtDQkF9++YXk5GSOHDnCqFGjCs2jrq7OuHHjGDt2LBs2bCAlJYXTp0+zdm3OZnve3t5UqVIFd3d3jh8/zs2bN4mKimLYsGH8+eefxW6jmpoaurq6ci9VVdUSXa8gCIIgfAgiUBIE4ZOyYMECnJyc6Nq1Kx06dKBly5bY2dmhrq4upfniiy84d+4ctra2DB06lLp169KiRQu2bNnCwoUL+eGHHwqtw8fHh+fPn9OsWTOGDh3K8OHDGTRoUL5pHRwcWLBgAbNnz6ZevXps2rSJoKAguTRZWVkMHToUOzs7XF1dsbGxkRZ6KAklJSXCwsI4d+4c9erVY+TIkcydO7fIfAEBAYwePZrJkydjZ2dHz549pXlPmpqa/PHHH5iZmdG9e3fs7Ozo378/L168QFdXt8RtFQRBEAShfBCr3gnCJyY0NFTuvY6ODps2bZLeP336lMDAwDyBjI2NTZ68iqpUqRKLFi1ixYoV+Z5/d2+hkSNHMnLkSLljffr0kf797nyktzk7O+fZo8nX1xdfX1+5Y1OnTmXq1KnS+w4dOpCQkCCXpqjNcpWUlJg4cSITJ07M93y1atVYv359gfnfvZ9RUVGF1icIgiAI5VrF6QwqFbI3RX1TEAShQrtw4QJXr16lWbNmPH78mGnTphEVFUVycjJVqlR57/KdnZ1p2LAhixYtev/GFiAqKop27drx8OFD9PX1CQ0NZcSIETx69Oi9yp06dSorVqzg7t277Nq1Cw8Pj1Jpb2m5fLlsdloXBEEQKr78troobfrev5ZKOY82fVcq5XxoYuidIHwG5s2bh4ODAx06dODp06ccP368WEGSr68vMpmMIUOG5Dl3/fp1goOD8/TolHeJiYkEBgayatUq0tPT6dSp0wery9fXt9wFYYIgCIIgFE4MvROET5yjoyPnzp1773JMTU0JCwtj4cKF0tLZL1684NmzZ5iZmb13+WUtd68jd3f3cj2x1KqO4r8QJl+9XC7zvE8dLX4+r3Cek5Malbie8nr9ZZXHtHZdhfPcTkkoVj0V4fpr2yqeJyWpZM/f0sZe4TpuXLtSrDrerqe85Smv7SqrPGXdrg+tPP//8kMQPUqCICikUaNGmJqasnPnTunYzp07MTMzw9HRscj80dHRODs7o6mpSeXKlXFxcZGW6M7OziYoKAgLCws0NDRwcHDgt99+e6/2Xrp0iS+//BINDQ0MDQ0ZNGgQGRkZQM6QOzc3NwC5FQDzs3fvXqytrVFXV6ddu3asX78emUwmDfubOnUqDRs2lMuzaNEiaUPbqVOnsn79evbs2SOt9iPmKgmCIAgVkVj1ThAEoQD9+vUjJCREer9u3Tq+//77IvPFxcXRvn176taty6lTpzhx4gRubm5kZWUBOZutbtiwgZUrV3LlyhVGjhzJd999x7Fjx0rUzqdPn+Li4kLlypWJjY1l+/btHD58GD8/PwD8/f2l60hPTyc9PT3fcm7evMk333yDh4cH8fHxDB48uMCFHQri7++Pp6cnrq6uUl0tWrQo0XUJgiAIglB2xNA7QRAU9t133zFhwgRu3boF5PQShYWFFdlDMmfOHJo0aSK3xLe9fc4wlMzMTGbOnMnhw4dxcnICcjbKPXHiBKtWraJt27bFbufmzZt58eIFGzZsQEtLC4ClS5fi5ubG7NmzMTY2Rl9fH8hZua4gq1atwtbWVlpK3NbWlsuXLzNjxgyF26KtrY2GhgaZmZmF1iUIgiAI5V1F6g0qDSJQEgRBYUZGRnTp0oXQ0FDevHlDly5dFFoUIi4ujm+//Tbfc8nJyTx79oyOHTvKHX/58qVCQ/ryk5iYiIODgxQkAbRs2ZLs7GySkpIwNjZWqJykpCSaNm0qd6xZs2YlalNRMjMzyczMlDv28uXLD1KXIAiCIJTI5xUniUBJEITi6devnzSEbdmyZQrlyV38IT+584bCw8OpUaOG3Dk1NbUStrLsKCkp5dmP6dWrV8UuJygoiMDAQLljP/zwAwsWl3yjXUEQBEEoTZ9bj5KYoyQIQrG4urry8uVLXr16hYuLi0J5GjRoQGRkZL7n6tati5qaGmlpaVhZWcm9TE1NS9RGOzs74uPjefr0qXQsOjoaJSUlbG1tFS7H1taWs2fPyh2LjY2Ve29kZMSdO3fkgqW4uDi5NKqqqtJ8rIJMmDCBx48fy70GDBigcFsFQRAEQShdIlASBKFYlJWVSUxMJCEhAWVlZYXyTJgwgdjYWH788UcuXrzI1atXWbFiBf/88w86Ojr4+/szcuRI1q9fT0pKCufPn2fJkiWsX7++RG309vZGXV2dvn37cvnyZY4ePcpPP/1Enz59FB52BzB48GCuXr3KuHHjuHbtGtu2bSM0NBT4369qzs7O3Lt3jzlz5pCSksKyZcvYv3+/XDnm5uZcvHiRpKQk/vnnn3x7nNTU1NDV1ZV7qaqqluj6BUEQBOFDEKveCYIgFCH3i7yibGxsOHjwIPHx8TRr1gwnJyf27NmDikrO6N/p06cTEBBAUFAQdnZ2uLq6Eh4ejoWFRYnap6mpyYEDB3jw4AFNmzblm2++oX379ixdurRY5VhYWPDbb7+xc+dOGjRowIoVK6RV73KHBdrZ2bF8+XKWLVuGg4MDMTEx+Pv7y5UzcOBAbG1tadKkCUZGRkRHR5fougRBEAThY/rcAiUxR0kQhCLl9qIUZPfu3UWW0bZt2wIDBJlMxvDhwxk+fHi+552dneWGtvn6+uLr61toffXr1+fIkSMFnvfw8Mgztyg/3bp1o1u3btL7GTNmULNmTdTV1aVjQ4YMYciQIXL5/vOf/0j/NjIy4uDBg0XWJQiCIAhC/pYtW8bcuXO5c+cODg4OLFmypNAFlhYtWsSKFStIS0ujSpUqfPPNNwQFBcn9/7sosjeKfFMQBKHYnj17Rp8+fTh06BBPnjzh4cOH0pLUBQkNDWXEiBFym5nu3r1bmvPi6+vLo0ePFApMFPFufaXJ2dmZhg0bsmjRohKX8e71fwzLly+nadOmGBoaEh0dzU8//YSfnx8///xzkXllMhm7du3Cw8OD1NRULCwsuHDhQp4Nagty+XLZ7LQuCIIgVHz16tX74HVU7b+tVMq5u9azWOm3bt2Kj48PK1eupHnz5ixatIjt27eTlJRE1apV86TfvHkz/fr1Y926dbRo0YJr167h6+tLr169WLBggcL1ih4lQShCUV3EU6ZMYerUqXmOr1+/nuPHj3Py5EmqVKmCnp7ee7clODhYoV4QofRcv36dn3/+mQcPHmBmZsbo0aOZMGHCx26WIAiCIJS5jzVsbsGCBQwcOFDa5H7lypWEh4ezbt06xo8fnyf9yZMnadmyJb179wZy5gp7eXlx5syZYtUrAiVBKEJ6err0761btzJ58mSSkpKkY9ra2vnmS0lJwc7OrlR/4SmNYKu0vXz5skIvOvDmzRuysrKk+VLvWrhwIQsXLizjVv2PVR3FPz/JV3N6oEws6iicJ/3m1RLXo2ie4qZ/3zw+O+8qnGdD95xfIs2s6iqcJy05oVhtK+vrL2953qcOS1t7hfPcSLpS4nrK6/V/CnnKa7veN0+lKpYKpX/1z40ybVdFkd/egWpqavluC/Ly5UvOnTsn9yOlkpISHTp04NSpU/mW36JFC3799VdiYmJo1qwZN27c4Pfff6dPnz7FaqdYzEEQilCtWjXppaenh0wmkzuWX6Dk7OzM/Pnz+eOPP5DJZDg7OwPw8OFDfHx8qFy5MpqamnTq1Inr168r3BZfX188PDyk99nZ2cyZMwcrKyvU1NQwMzNjxowZAERFRSGTyeSG1cXFxSGTyUhNTc23/JSUFNzd3TE2NkZbW5umTZty+PBhuTTm5uZMnz4dHx8fdHV1GTRoUIHtzc7OZuzYsRgYGFCtWrU8PW+PHj1iwIABGBkZoaury5dffkl8fHyR1x8YGCjlGTJkiNzGrNnZ2QQFBWFhYYGGhgYODg789ttv0vnc+7J//34aN26MmpoaJ06cyLe+P//8Ey8vLwwMDNDS0qJJkyZyv0bt2bOHRo0aoa6ujqWlJYGBgbx+/brA9guCIAhCRVZaizkEBQWhp6cn9woKCsq3zn/++YesrKw8q9YaGxtz586dfPP07t2badOm0apVKypVqkTt2rVxdnaWmz+sCBEoCcIHsHPnTgYOHIiTkxPp6ens3LkTyPmif/bsWfbu3cupU6d48+YNnTt3LtEGpZCz7PasWbMICAggISGBzZs3F2v563dlZGTQuXNnIiMjuXDhAq6urri5uZGWliaXbt68eTg4OHDhwgUCAgIKLG/9+vVoaWlx5swZ5syZw7Rp0zh06JB0/ttvv+Xu3bvs37+fc+fO0ahRI9q3b8+DBw8KLDMyMpLExESioqLYsmULO3fulNuoNSgoiA0bNrBy5UquXLnCyJEj+e677zh27JhcOePHj2fWrFkkJibSoEGDfO9F27Zt+e9//8vevXuJj49n7NixZGdnA3D8+HF8fHwYPnw4CQkJrFq1itDQUClQFQRBEIRPTWkFSvntHViaw9qjoqKYOXMmy5cv5/z58+zcuZPw8HCmT59erHLE0DtB+AAMDAzQ1NREVVWVatWqATlzXfbu3Ut0dDQtWrQAYNOmTZiamrJ7926+/fbbYtXx5MkTgoODWbp0KX379gWgdu3atGrVqsTtdnBwwMHBQXo/ffp0du3axd69e/Hz85OOf/nll4wePbrI8ho0aMCUKVMAsLa2ZunSpURGRtKxY0dOnDhBTEwMd+/elbra582bx+7du/ntt98K7KlSVVVl3bp1aGpqYm9vz7Rp0xgzZgzTp0/n1atXzJw5k8OHD+Pk5ASApaUlJ06cYNWqVbRt21YqZ9q0aXTs2LHAtm/evJl79+4RGxuLgYEBAFZWVtL5wMBAxo8fL917S0tLpk+fztixY6VrFgRBEAQhr4KG2eWnSpUqKCsr8/fff8sd//vvv6XvWO8KCAigT58+0sbt9evX5+nTpwwaNIiJEyeipKRYX5EIlAShjCQmJqKiokLz5s2lY4aGhtja2pKYmFii8jIzM2nfvn2ptTEjI4OpU6cSHh5Oeno6r1+/5vnz53l6lJo0aaJQee/21JiYmHD3bs78kfj4eDIyMjA0NJRL8/z5c1JSUgos08HBAU1NTem9k5MTGRkZ3L59m4yMDJ49e5YnAHr58iWOjo7Fuoa4uDgcHR2lIOld8fHxREdHy/UgZWVl8eLFC549eybXRkXkN1777SGFgiAIgvCxfYzFHFRVVWncuDGRkZHS9IPs7GwiIyPlfsR927Nnz/IEQ8rKygDFWhRLBEqCUEFpaGgUej73D8TbfxCKGuLn7+/PoUOHmDdvHlZWVmhoaPDNN9/k+cKupaWlUBsrVaok914mk0lD1zIyMjAxMSEqKipPvqKWUS9IRkYGAOHh4dSoUUPu3Lu/XBV1DUXd34yMDAIDA+nevXuec8XZoyFXUFCQ3BBCgB9++IEFi5cXuyxBEARB+CA+0l6xo0aNom/fvjRp0oRmzZqxaNEinj59Kq2C5+PjQ40aNaR5Tm5ubixYsABHR0eaN29OcnIyAQEBuLm5SQGTIkSgJAhlxM7OjtevX3PmzBlp6N39+/dJSkqibl3FV9zKZW1tjYaGBpGRkVLX8tuMjIyAnFX7KleuDFDkfkTR0dH4+vry9ddfAznBQEELP7yvRo0acefOHVRUVDA3N1c4X3x8PM+fP5cCmdOnT6OtrY2pqSkGBgaoqamRlpYmN8yuJBo0aMCaNWt48OBBvr1KjRo1IikpSW443vuYMGECo0aNkjuWnJxcKmULgiAIQmn4WMuD9+zZk3v37jF58mTu3LlDw4YNiYiIkOZlp6WlyfUgTZo0CZlMxqRJk/jvf/+LkZERbm5uxZ5HLAIlQSgj1tbWuLu7M3DgQFatWoWOjg7jx4+nRo0auLu7F7s8dXV1xo0bx9ixY1FVVaVly5bcu3ePK1eu0L9/f6ysrDA1NWXq1KnMmDGDa9euMX/+/CLbuHPnTtzc3JDJZAQEBEg9QKWtQ4cOODk54eHhwZw5c7CxseGvv/4iPDycr7/+usChcS9fvqR///5MmjSJ1NRUpkyZgp+fH0pKSujo6ODv78/IkSPJzs6mVatWPH78mOjoaHR1daX5RIrw8vJi5syZeHh4EBQUhImJCRcuXKB69eo4OTkxefJkunbtipmZGd988w1KSkrEx8dz+fJlhTajfVd+47Ur8rLrgiAIglCa/Pz8Chxq9+7oFBUVFaZMmfLec4bFqneCUIZCQkJo3LgxXbt2xcnJiTdv3vD777/nGaKmqICAAEaPHs3kyZOxs7OjZ8+e0hygSpUqsWXLFq5evUqDBg2YPXt2kV/gFyxYQOXKlWnRogVubm64uLjQqFGjErWtKDKZjN9//502bdrw/fffY2NjQ69evbh161ahK/e1b98ea2tr2rRpQ8+ePenWrZvcsuPTp08nICCAoKAg7OzscHV1JTw8HAsLi2K1T1VVlYMHD1K1alU6d+5M/fr1mTVrltRl7+Liwr59+zh48CBNmzbliy++YOHChdSqVatE90MQBEEQyrvSWvWuopC9Kc6MJkEQhI/I19eXR48esXv37o/dlDJx+XLF2kBQEARB+HhKc4P7gpgO3VMq5dxeVvyRNB9DuehRkslk5faLT36bdn6uQkNDFZpkX16fZ3Hb9SGffXm9R2UlNTUVmUwmzZkqyb1+d/NdQRAEQRCE0lSmc5SmTp3K7t2780wof3uyeWmIioqiXbt2PHz4sMSrZxXXhQsXmDlzJn/88QePHz/G1NQUZ2dnxowZg42NDampqXJDf7S1tTEzM8PZ2ZkRI0ZgbW2db7nR0dG0bduWevXqFTkR/0Pr2bMnnTt3lt6X1fMU8lcavSuhoaHSijEFuXnzZrEWWxBKl1UdxX8hTL6a0wNlZqX44iBpyQkA6NfI/29Qfh7993qx2pbbrpJcS0nyWNraK5znRtIVAHx331M4T6iHUbHaVtbXX97yvE8d5taKP8vU61dKXE95vf5PIU95bdf75lEyUGw4d/aDm2Xarg+u4oyaKxXlokepWrVqCm86VR7t27ePL774gszMTDZt2kRiYiK//vorenp6BAQEyKU9fPgw6enpxMfHM3PmTBITE3FwcCAyMjJPuY8ePcLHx6dU98l5HxoaGlStWrXIdBX9eX5OevbsSXp6uvRycnJi4MCBcsdMTU0/djMloaGhn3VPnCAIgiB8TJ/bHKViBUoRERG0atUKfX19DA0N6dq1a56NIf/880+8vLwwMDBAS0uLJk2acObMGUJDQwkMDCQ+Pl66SaGhoYD8MKQWLVowbtw4uTLv3btHpUqV+OOPPwDYuHEjTZo0QUdHh2rVqtG7d29pAntqairt2rUDoHLlyshkMnx9fYGczamCgoKwsLBAQ0MDBwcHfvvtN7m6fv/9d2xsbNDQ0KBdu3ZFLo387Nkzvv/+ezp37szevXvp0KEDFhYWNG/enHnz5rFq1Sq59IaGhlSrVg1LS0vc3d05fPgwzZs3p3///mRlZcmlHTJkCL1798bJyanQNuQyNzdn+vTpeHl5oaWlRY0aNVi2bJlcmrS0NNzd3dHW1kZXVxdPT0+5nY7j4+Np164dOjo66Orq0rhxY86ePQvID70rzeeZmZmJv78/NWrUQEtLi+bNm+e7t05hYmNj6dixI1WqVEFPT4+2bdty/vz5AtPnDv0KCwujRYsWqKurU69ePY4dO5Yn7blz52jSpAmampq0aNGCpKQk6VxKSgru7u4YGxujra1N06ZNOXz4sEJtTk9Pp1OnTmhoaGBpaZnns3j79m08PT3R19fHwMAAd3d36fM4depU1q9fz549e6T7n3vPxo0bh42NDZqamlhaWhIQEFDg/kkaGhpUq1ZNeqmqqqKpqSl3rKD9Bq5cuULXrl3R1dVFR0eH1q1by/09WLNmDXZ2dqirq1OnTh2WL/8w+wHNmzcPExMTDA0NGTp0qNy15jfEUV9fX/qs5n4Otm3bRuvWrdHQ0KBp06Zcu3aN2NhYmjRpgra2Np06deLevf/1OCjyeZPJZKxZs4avv/4aTU1NrK2t2bt37we5B4IgCIIglL5iBUpPnz5l1KhRnD17lsjISJSUlPj666/lNpBs27Yt//3vf9m7dy/x8fGMHTuW7OxsevbsyejRo7G3t5d+qe7Zs2eeOry9vQkLC5PbJHPr1q1Ur16d1q1bAzmbZk6fPp34+Hh2795NamqqFAyZmpqyY8cOAJKSkkhPTyc4OBjI2dBxw4YNrFy5kitXrjBy5Ei+++476cvx7du36d69O25ubsTFxTFgwADGjx9f6D05cOAA//zzD2PHjs33fFFD/5SUlBg+fDi3bt3i3Llz0vGQkBBu3LhR7GUN586di4ODAxcuXGD8+PEMHz6cQ4cOATmBoru7Ow8ePODYsWMcOnSIGzduyD0Hb29vatasSWxsLOfOnWP8+PH5rshWms/Tz8+PU6dOERYWxsWLF/n2229xdXXl+vXrCl/3kydP6Nu3LydOnOD06dNYW1vTuXNnnjx5Umi+MWPGMHr0aC5cuICTkxNubm7cv39fLs3EiROZP38+Z8+eRUVFhX79+knnMjIy6Ny5M5GRkVy4cAFXV1fc3NxIS0srss0BAQH06NGD+Ph4vL296dWrF4mJiUDOZ9zFxQUdHR2OHz9OdHQ02trauLq68vLlS/z9/fH09MTV1VW6/7l7M+no6BAaGkpCQgLBwcGsXr2ahQsXKnwvFfHf//6XNm3aoKamxpEjRzh37hz9+vXj9evXAGzatInJkyczY8YMEhMTmTlzJgEBAaxfv75U23H06FFSUlI4evQo69evJzQ0VAqCimPKlClMmjSJ8+fPo6KiQu/evRk7dizBwcEcP36c5ORkJk+eLKVX9PMWGBiIp6cnFy9epHPnznh7e/PgwYP3vWxBEARB+Cg+tx6lYs1R6tGjh9z7devWYWRkREJCAvXq1WPz5s3cu3eP2NhYaYPGtzdj1NbWRkVFhWrVqhVYh6enJyNGjODEiRPSF+nNmzfj5eUl3di3v6haWlqyePFimjZtSkZGBtra2lLdVatWlQKVzMxMZs6cyeHDh6UeGktLS06cOMGqVato27YtK1asoHbt2tJeM7a2tly6dInZs2cX2N7cL/N16tQp+gYWIDdvamoqzZo14/r164wfP57jx4+jolK8aWQtW7aUgjsbGxuio6NZuHAhHTt2JDIykkuXLnHz5k1pONWGDRuwt7cnNjaWpk2bkpaWxpgxY6Q2FTR3SkNDo1SeZ1paGiEhIaSlpVG9enUA/P39iYiIICQkhJkzZyp03V9++aXc+19++QV9fX2OHTtG165dC8zn5+cnfa5XrFhBREQEa9eulQt8Z8yYIW1eOn78eLp06cKLFy9QV1fHwcEBBwcHKe306dPZtWsXe/fuLXCt/1zffvuttFHs9OnTOXToEEuWLGH58uVs3bqV7Oxs1qxZI33uQ0JC0NfXJyoqiq+++goNDQ0yMzPz3P9JkyZJ/zY3N8ff35+wsLACg/mSWLZsGXp6eoSFhUmBtI2NjXR+ypQpzJ8/n+7duwNgYWFBQkICq1atKtZeRkWpXLkyS5cuRVlZmTp16tClSxciIyMZOHBgscrx9/fHxcUFgOHDh+Pl5UVkZCQtW7YEoH///nIBmKKfN19fX7y8vACYOXMmixcvJiYmBldX1zxtyMzMJDMzU+7Yy5cvi3UdgiAIgvAhVaQgpzQUq0fp+vXreHl5YWlpia6urjTBO/fX87i4OBwdHfPdxV5RRkZGfPXVV2zatAnImUh+6tQpvL29pTTnzp3Dzc0NMzMzdHR0pC+xhf2Kn5yczLNnz+jYsSPa2trSa8OGDdJwocTERJo3by6Xr6hhb6WxunpuGTKZjKysLHr37k1gYKDcF8+3bdq0Se4ajh8/XmB7nZycpF6KxMRETE1N5eac1K1bF319fSnNqFGjGDBgAB06dGDWrFl5hlYWV1HP89KlS2RlZWFjYyN3TceOHStW3X///TcDBw7E2toaPT09dHV1ycjIKLJn5+37paKiQpMmTaR7katBgwbSv01MTACkoZ4ZGRn4+/tjZ2eHvr4+2traJCYmSvXOnDlT7rrebk9hzyo+Pp7k5GR0dHSkvAYGBrx48aLI+7J161ZatmxJtWrV0NbWZtKkSQr1cBVHXFwcrVu3zre38enTp6SkpNC/f3+5a//555/f+/P0Lnt7e7mhgSYmJtKzKY63n3HuHk7169eXO/Z2uYp+3t4uV0tLC11d3QLbFxQUhJ6entxrzZo1xb4WQRAEQRBKR7G6K9zc3KhVqxarV6+mevXqZGdnU69ePelXTw0NjVJplLe3N8OGDWPJkiVs3ryZ+vXrS19anj59iouLCy4uLmzatAkjIyPS0tJwcXEp9NfXjIwMAMLDw6lRo4bcufdZeCA3mLl69arCc4nelfvl2MLCgidPnnD27FkuXLgg9UhkZ2fz5s0bVFRUOHjwIN26dZML6N69nvcxdepUevfuTXh4OPv372fKlCmEhYXx9ddfl7jMwp5nRkYGysrKnDt3Ls9cGG1tbYXr6Nu3L/fv3yc4OJhatWqhpqaGk5NTqfwi/3YwkPtLSu5wU39/fw4dOsS8efOwsrJCQ0ODb775Rqp3yJAheHp6Svlze82KkpGRQePGjaUA821GRkYF5ssNQgMDA3FxcZF6fXJ7SUtLYf+t5/63tnr16jw/PBQ036mk3g3UZDKZ9Gxy37/7Y0Z+87Xye8bvHnu7XEU/b0W1720TJkxg1KhRcseSk5PzTSsIgiAIH8Pn1qOkcKB0//59kpKSWL16tTSE6sSJE3JpGjRowJo1a3jw4EG+vUqqqqp5FizIj7u7O4MGDSIiIoLNmzfj4+Mjnbt69Sr3799n1qxZUs9I7mIDb9cDyNVVt25d1NTUSEtLk3qg3mVnZ5dnsvXp06cLbetXX31FlSpVmDNnDrt27cpz/tGjR4XOU8rOzmbx4sVYWFjg6OiITCbj0qVLcmmWL1/OkSNH+O2337CwsEBLSwsdHZ18y3u3vadPn8bOzk66vtu3b3P79m3p3iUkJPDo0SPq1v3fcsI2NjbY2NgwcuRIvLy8CAkJyTdQKo3n6ejoSFZWFnfv3pU+VyURHR3N8uXLpeXLb9++zT///FNkvtOnT9OmTRsAXr9+zblz54ocMvduvb6+vtL9ycjIkFsAxMDAoMAe1tOnT8vdi9OnT+Po6AhAo0aN2Lp1K1WrVkVXVzff/Pnd/5MnT1KrVi0mTpwoHbt165bC16OoBg0asH79el69epUnGDA2NqZ69ercuHFDrif4YzAyMiI9PV16f/36dZ49e/be5Zb081YYNTW1PD/a5P4tEwRBEIRy4fOKkxQfele5cmUMDQ355ZdfSE5O5siRI3l+/fTy8qJatWp4eHgQHR3NjRs32LFjB6dOnQJy5kvcvHmTuLg4/vnnnzzj8XNpaWnh4eFBQEAAiYmJ0hh/ADMzM1RVVVmyZAk3btxg7969TJ8+XS5/rVq1kMlk7Nu3j3v37pGRkYGOjg7+/v6MHDmS9evXk5KSwvnz51myZIk0wXzIkCFcv36dMWPGkJSUxObNm4ucGK6lpcWaNWsIDw+nW7duHD58mNTUVM6ePcvYsWMZMmSIXPr79+9z584dqe0dOnQgJiaGtWvXoqysjJKSEvXq1ZN7Va1aVVqVTUtLq9D2REdHM2fOHK5du8ayZcvYvn07w4cPB6BDhw7Ur18fb29vzp8/T0xMDD4+PrRt25YmTZrw/Plz/Pz8iIqK4tatW0RHRxMbGysFWu8qjedpY2ODt7c3Pj4+7Ny5k5s3bxITE0NQUBDh4eGFXuvbrK2t2bhxI4mJiZw5cwZvb2+FejiXLVvGrl27uHr1KkOHDuXhw4dyc+AUqXfnzp3ExcURHx9P7969C+wxeNf27dtZt24d165dY8qUKcTExEhBmre3N1WqVMHd3Z3jx49z8+ZNoqKiGDZsGH/++SeQc/8vXrxIUlIS//zzD69evcLa2pq0tDTCwsJISUlh8eLF+Qbw78vPz49///2XXr16cfbsWa5fv87GjRulFQEDAwMJCgpi8eLFXLt2jUuXLhESEsKCBQtKvS2F+fLLL1m6dCkXLlzg7NmzDBkyJN/hgsVV0s+bIAiCIFRkn9tiDgoHSkpKSoSFhXHu3Dnq1avHyJEjmTt3rlwaVVVVDh48SNWqVencuTP169dn1qxZ0nCbHj164OrqSrt27TAyMmLLli0F1uft7U18fDytW7fGzMxMOm5kZERoaCjbt2+nbt26zJo1i3nz5snlrVGjBoGBgYwfPx5jY2Ppy+f06dMJCAggKCgIOzs7XF1dCQ8PlzaCNTMzY8eOHezevRsHBwdWrlyp0GIC7u7unDx5kkqVKtG7d2/q1KmDl5cXjx8/5ueff5ZL26FDB0xMTKhfvz7jx4/Hzs6OixcvSkuav6/Ro0dz9uxZHB0d+fnnn1mwYIE0SV0mk7Fnzx4qV65MmzZt6NChA5aWlmzduhXIGRZ1//59fHx8sLGxwdPTk06dOhEYGJhvXaXxPCFnkQIfHx9Gjx6Nra0tHh4exMbGyqV7e/nx/Kxdu5aHDx/SqFEj+vTpw7BhwxTa82nWrFnMmjULBwcHTpw4wd69e6lSpUqR+XItWLCAypUr06JFC9zc3HBxcaFRo0YK5Q0MDCQsLIwGDRqwYcMGtmzZIvXsaWpq8scff2BmZkb37t2xs7Ojf//+vHjxQuphGjhwILa2tjRp0gQjIyOio6Pp1q0bI0eOxM/Pj4YNG3Ly5Mk8e3mVBkNDQ44cOSKtdNm4cWNWr14tBSEDBgxgzZo1hISEUL9+fdq2bUtoaKjcpstFKeqZK2L+/PmYmprSunVrevfujb+/P5qamu9VJpT88yYIgiAIQsUhe1MaqxEI5YK5uTkjRoxgxIgRH7sppermzZvY2NiQkJBQ4Cp8xZWamoqFhQUXLlygYcOGpVKmUHo+xDOviC5fLqOd1gVBEIQKr169eh+8jtqj95dKOSnzO5VKOR9asVa9E4SP4ffff2fQoEGf5Bdmc3NzFi1aVKZ15m6yGhcXV6x8ZdVWZ2dn+vXrV+gzV/QanJ2dP+oPB+/W/zGetyAIgiCUFpmsdF4VRfE26RGEj2Do0KEfuwnvLTQ0lBEjRvDo0SO547GxsUXOO/scOTg4FBpQmJqakp6eLg2TjIqKol27djx8+FBu8ZSdO3eWypykj8mqjuK/ECZfvVwu85TXdr1vno6LkxRKf2iYbZm2q7zlKet21ayd/7za/PyZkvjB21Zen8vbefSqK/5D5OO/rhernopw/Z/S8xdKlwiUPiFvr7YmFM7c3LxU9sB6X4Ut9S3k7+XLl6iqqha60XGu99nTTRAEQRAEeRVpIYbSIIbeCeVadnY2c+bMwcrKCjU1NczMzJgxY4Z0/tKlS3z55ZdoaGhgaGjIoEGDpH18AHx9ffHw8GDevHmYmJhgaGjI0KFDpb10/vOf/+TZ6wdyejSmTZsmvV+zZg12dnaoq6tTp04dli9fLp3LHQa2c+dO2rVrh6amJg4ODtJqj1FRUXz//fc8fvxYWu1l6tSpQN6hWGlpabi7u6OtrY2uri6enp78/fff0vmpU6fSsGFDNm7ciLm5OXp6evTq1YsnT55IaSIiImjVqhX6+voYGhrStWvXYm/0evfuXdzc3NDQ0MDCwiLf/ZwePXrEgAEDMDIyQldXly+//JL4+PhitfXp06f4+Pigra2NiYlJvvs9mZubM336dHx8fNDV1WXQoEFyQ+9SU1OlxVAqV66MTCbD19cXyDv0LTMzk3HjxmFqaoqamhpWVlasXbu2wPtQVPrLly/TqVMntLW1MTY2pk+fPu+9TLggCIIglFef29A7ESgJ5dqECROYNWsWAQEBJCQksHnzZoyNjYH/bT5cuXJlYmNj2b59O4cPH86zD9LRo0dJSUnh6NGjrF+/ntDQUGk1NW9vb2JiYuQCiStXrnDx4kV69+4NwKZNm5g8eTIzZswgMTGRmTNnEhAQIC0rn2vixIn4+/sTFxeHjY0NXl5evH79mhYtWrBo0SJ0dXVJT08nPT0df3//PNeanZ2Nu7s7Dx484NixYxw6dIgbN27Qs2dPuXQpKSns3r2bffv2sW/fPo4dO8asWbOk80+fPmXUqFGcPXuWyMhIlJSU+PrrrxVethxyAszbt29z9OhRfvvtN5YvX87du3fl0nz77bfcvXuX/fv3c+7cORo1akT79u158OCBwm0dM2YMx44dY8+ePRw8eJCoqCjOnz+fpz3z5s3DwcGBCxcu5FnFz9TUlB07dgCQlJREeno6wcHB+V6Xj48PW7ZsYfHixSQmJrJq1apCNzYuLP2jR4/48ssvcXR05OzZs0RERPD333/LbTAsCIIgCELFJYbeCeXWkydPCA4OZunSpfTt2xeA2rVr06pVKwA2b97Mixcv2LBhgzTPZ+nSpbi5uTF79mwpoKpcuTJLly5FWVmZOnXq0KVLFyIjIxk4cCD29vY4ODiwefNm6Qv4pk2baN68OVZWVgBMmTKF+fPn0717dwAsLCxISEhg1apVUrsA/P396dKlC5Cz9Le9vT3JycnUqVMHPT09ZDJZocPFIiMjuXTpEjdv3pQ2BN6wYQP29vbExsbStGlTICegCg0NlTYd7tOnD5GRkVJPW48ePeTKXbduHUZGRiQkJCi0Is61a9fYv38/MTExUp1r166V20/rxIkTxMTEcPfuXWmT1Hnz5rF7925+++03Bg0aVGRbMzIyWLt2Lb/++ivt27cHYP369dSsWTNPm7788ktGjx4tvX97mKmysrI0xK5q1aoFbvB87do1tm3bxqFDh+jQoQMAlpaWhd6HwtIvXboUR0dHuS0E1q1bh6mpKdeuXcPGxqbAsvOTmZmZZy+yly9fFqsMQRAEQfiQxNA7QSgnEhMTyczMlL5E53fewcFBbjGEli1bkp2dLW18CmBvby/t5QVgYmIi1zvi7e3N5s2bAXjz5g1btmzB29sbyOmdSUlJoX///mhra0uvn3/+Oc9wtgYNGsjVAeTphSnqek1NTaUgCaBu3bro6+uTmJgoHTM3N5cCj/yu5/r163h5eWFpaYmuri7m5uZAzrA+RduhoqJC48aNpWN16tSRC0Di4+PJyMjA0NBQ7r7cvHlT7r4U1taUlBRevnwpN/TRwMAAW1vbPG1q0qSJQm0vTFxcHMrKyrRt27ZU0sfHx3P06FG5669Tpw5AsYc6AgQFBaGnpyf3WrNmTbHLEQRBEIQP5XMbeid6lIRyS0NDo1TKeXfVM5lMJjcMzcvLi3HjxnH+/HmeP3/O7du3peFuufOdVq9enWcu09vB17v15P7iUpzhbooq6nrc3NyoVasWq1evpnr16mRnZ1OvXr1S7Z3IyMjAxMSEqKioPOfeDqiKaquiSmNlwOJ+nopKn5GRIfVevis3UC6OCRMmMGrUKLljycnJxS5HEARBEITSIQIlodyytrZGQ0ODyMhIBgwYkOe8nZ0doaGhPH36VPoiHR0djZKSUr69EgWpWbMmbdu2ZdOmTTx//pyOHTtStWpVAIyNjalevTo3btyQeplKQlVVlaysrELT2NnZcfv2bW7fvi31KiUkJPDo0SPq1q2rUD33798nKSmJ1atX07p1ayBnmFxx1KlTh9evX3Pu3Dlp6F1SUpLc0uaNGjXizp07qKioSD1WxVW7dm0qVarEmTNnMDMzA+Dhw4dcu3ZN4V6fXKqqqgCF3uP69euTnZ3NsWPHpKF0hSkqfaNGjdixYwfm5uaoqLz/n1I1NTVpGGOu3OsSBEEQhPJASakCdQeVAjH0Tii31NXVGTduHGPHjmXDhg2kpKRw+vRpadUxb29v1NXV6du3L5cvX+bo0aP89NNP9OnTR5qfpChvb2/CwsLYvn17noAoMDCQoKAgFi9ezLVr17h06RIhISEsWLBA4fLNzc3JyMggMjKSf/75h2fPnuVJ06FDB+rXr4+3tzfnz58nJiYGHx8f2rZtq/DQs8qVK2NoaMgvv/xCcnIyR44cydNLURRbW1tcXV0ZPHgwZ86c4dy5cwwYMECuh6VDhw44OTnh4eHBwYMHSU1N5eTJk0ycOJGzZ88qVI+2tjb9+/dnzJgxHDlyhMuXL+Pr64uSUvH/LNWqVQuZTMa+ffu4d++e3MqHuczNzenbty/9+vVj9+7d3Lx5k6ioKLZt25ZvmUWlHzp0KA8ePMDLy4vY2FhSUlI4cOAA33//fZFBsSAIgiBURJ/b0DsRKAnlWkBAAKNHj2by5MnY2dnRs2dPaY6LpqYmBw4c4MGDBzRt2pRvvvmG9u3bs3Tp0mLX880333D//n2ePXuGh4eH3LkBAwawZs0aQkJCqF+/Pm3btiU0NBQLCwuFy2/RogVDhgyhZ8+eGBkZMWfOnDxpZDIZe/bsoXLlyrRp04YOHTpgaWnJ1q1bFa5HSUmJsLAwzp07R7169Rg5ciRz585VOH+ukJAQqlevTtu2benevTuDBg2Setly2/r777/Tpk0bvv/+e2xsbOjVqxe3bt0qVpA6d+5cWrdujZubGx06dKBVq1Zyc6MUVaNGDQIDAxk/fjzGxsZ5Vj7MtWLFCr755ht+/PFH6tSpw8CBA3n69GmB5RaWvnr16kRHR5OVlcVXX31F/fr1GTFiBPr6+iUK9gRBEAShvMvd5uR9XxWF7E152HVTEARByOPyZbHTuiAIgqAYRVa2fe86Jh0qlXIu/9yxVMr50MTPnoJQCt7d2PRDyd1AtygymYzdu3eXSlkfyrv1F/cevr3prCAIgiAIH97nNvROLOYgCJ+g9PR0KleuDOQEFBYWFly4cIGGDRtKaYKDgxEdyuWfVR3FfyFMvnq5XOYpr+163zy1rBRbZOVWcgIATYcoPow2dmXPErervOUpr+0qqzzltV1v57G0sVc4z41rV4pVT0W4/k/p+X9oFWnYXGkQgZIgfEJevnyJqqpqoRvb5tLT0yuDFgmCIAiCIFRMYuidIBTT06dP8fHxQVtbGxMTE+bPn58nTWZmJv7+/tSoUQMtLS2aN28ut+dQaGgo+vr6HDhwADs7O7S1tXF1dSU9PV1Kk5WVxahRo9DX18fQ0JCxY8fm6QFydnbGz8+PESNGUKVKFVxcXAD5oXe5i044Ojoik8lwdnYG8g59y87OZs6cOVhZWaGmpoaZmRkzZswo8D4Ulf727dt4enqir6+PgYEB7u7upKamKnKLi+XGjRu0a9cOTU1NHBwcOHXqlHRu6tSpcr1oAIsWLZJb0jz3PsycORNjY2P09fWZNm0ar1+/ZsyYMRgYGFCzZk1CQkLkyhk3bhw2NjZoampiaWlJQEAAr169ylP3xo0bMTc3R09Pj169evHkyZNSvweCIAiCUBY+t8UcRKAkCMU0ZswYjh07xp49ezh48CBRUVGcP39eLo2fnx+nTp0iLCyMixcv8u233+Lq6sr169elNM+ePWPevHls3LiRP/74g7S0NPz9/aXz8+fPJzQ0lHXr1nHixAkePHjArl278rRn/fr1qKqqEh0dzcqVK/Ocj4mJAeDw4cOkp6ezc+fOfK9rwoQJzJo1i4CAABISEti8eXOhK9gVlv7Vq1e4uLigo6PD8ePHiY6OloLB0tz4FmDixIn4+/sTFxeHjY0NXl5evH79ulhlHDlyhL/++os//viDBQsWMGXKFLp27UrlypU5c+YMQ4YMYfDgwfz5559SHh0dHUJDQ0lISCA4OJjVq1ezcOFCuXJTUlLYvXs3+/btY9++fRw7doxZs2aVynULgiAIQlkTc5QEQShQRkYGa9eu5ddff6V9+/ZATqBSs2ZNKU1aWhohISGkpaVRvXp1APz9/YmIiCAkJISZM2cCOcHEypUrqV27NpATXE2bNk0qZ9GiRUyYMIHu3bsDsHLlSg4cOJCnTdbW1vkuN57LyMgIAENDwwKH5D158oTg4GCWLl1K3759gZwNYVu1alWi9Fu3biU7O5s1a9ZIvxyFhISgr69PVFQUX331VYHtLS5/f3+6dOkC5Ox5ZW9vT3JyMnXq1FG4DAMDAxYvXixtVjxnzhyePXvGf/7zH+B/QeGJEyfo1asXAJMmTZLym5ub4+/vT1hYGGPHjpWOZ2dnExoaio6ODgB9+vQhMjIy3566zMxMMjMz5Y6VdlApCIIgCILiRKAkCMWQkpLCy5cvad68uXTMwMAAW1tb6f2lS5fIysrCxsZGLm9mZiaGhobSe01NTSlIAjAxMZH2iHr8+DHp6ely9aioqNCkSZM8w+9Ksu/QuxITE8nMzJSCv/dNHx8fT3JyshQg5Hrx4gUpKSnv3d63NWjQQPq3iYkJAHfv3i1WoGRvby+395GxsbHcMqvKysoYGhpKzwdygsHFixeTkpJCRkYGr1+/RldXV65cc3NzuXvw9jN+V1BQEIGBgXLHfvjhBxYsXq7wdQiCIAjCh1SRhs2VBhEoCUIpy8jIQFlZmXPnzqGsrCx3TltbW/p3pUqV5M7JZLISrUKnpaVVsoa+RUNDo1TTZ2Rk0LhxYzZt2pTnXG4PV2l5+z7m/gHPzs4Gcjbgffeevj2PKL8ycsvJ71huuadOncLb25vAwEBcXFzQ09MjLCwsz3y1wsp414QJExg1apTcseTk5HzTCoIgCMLH8JnFSWKOkiAUR+3atalUqRJnzpyRjj18+JBr165J7x0dHcnKyuLu3btYWVnJvRRZjQ5yVqQzMTGRq+f169ecO3eu2G1WVVUFchaHKIi1tTUaGhpERkYqVGZR6Rs1asT169epWrVqnntQlqvtGRkZcefOHblgqTT2XTp58iS1atVi4sSJNGnSBGtra27duvVeZaqpqaGrqyv3yn12giAIgiCUPREoCUIxaGtr079/f8aMGcORI0e4fPkyvr6+csO2bGxs8Pb2xsfHh507d3Lz5k1iYmIICgoiPDxc4bqGDx/OrFmz2L17N1evXuXHH3/k0aNHxW5z1apV0dDQICIigr///pvHjx/nSaOurs64ceMYO3YsGzZsICUlhdOnT7N27dp8yywqvbe3N1WqVMHd3Z3jx49z8+ZNoqKiGDZsmNyCCB+as7Mz9+7dY86cOaSkpLBs2TL279//3uVaW1uTlpZGWFgYKSkpLF68ON+FNgRBEAThUyJWvRMEoVBz586ldevWuLm50aFDB1q1apVnnlBISAg+Pj6MHj0aW1tbPDw8iI2NxczMTOF6Ro8eTZ8+fejbty9OTk7o6Ojw9ddfF7u9KioqLF68mFWrVlG9enXc3d3zTRcQEMDo0aOZPHkydnZ29OzZs8D5NEWl19TU5I8//sDMzIzu3btjZ2dH//79efHiRZ55PAWZOnWq3DLeJWFnZ8fy5ctZtmwZDg4OxMTEyK0sWFLdunVj5MiR+Pn50bBhQ06ePElAQMB7lysIgiAI5dnntuqd7E1JJkUIgiB8YH379kUmkxEaGvqxm/LRXL5cNjutC4IgCBXf24sQfShNZ0SVSjmxE51LpZwPTfQoCYKC8tu8tCTe3ei1JHI3rM1Vkra9vSnth/DudTo7OzNixAiF8r5584aoqCimT58ud/zOnTt07NgRLS0tuesXBEEQBEEobWLVO0H4QFJTU7GwsODChQulEmAVxt/fn59++umD1lGWZDJZvosjLFy4kPT0dOLi4kp9UYioqCjatWvHw4cPy1UQZlVH8V8Ik69eLpd5ymu7yirP+9TRdNgehfPELnYvcT3l9fo/hTzltV1llae8tqus8rxPHVXMbItI+T//pCUpnPZ9VKRhc6VBBEqC8AnQ1taWW3r8U5WSkkLjxo2xtrYu1XLzWzK8pN68eUNWVhYqKuLPqyAIgvBpqUgLMZQGMfRO+ORkZ2cTFBSEhYUFGhoaODg48Ntvv0nno6KikMlkREZG0qRJEzQ1NWnRogVJSfK/xsyaNQtjY2N0dHSkhQjerWfatGnUrFkTNTU1GjZsSEREhHTewsICyFkuXCaT4ezsLJd/3rx5mJiYYGhoyNChQ+W+rGdmZuLv70+NGjXQ0tKiefPmREVFFXjN7w69i42NpWPHjlSpUgU9PT3atm3L+fPnFb2F0vXNmTMHKysr1NTUMDMzY8aMGdL527dv4+npib6+PgYGBri7u5OamlqsOt61YsUKateujaqqKra2tmzcuFE6Z25uzo4dO9iwYQMymQxfX998y1Dk2mUyGStWrKBbt25oaWkxcOBA2rVrB0DlypXlylf087R//34aN26Mmpoav/76K0pKSpw9e1au3kWLFlGrVq0C91ISBEEQBKH8EIGS8MkJCgpiw4YNrFy5kitXrjBy5Ei+++47jh07Jpdu4sSJzJ8/n7Nnz6KiokK/fv2kc9u2bWPq1KnMnDmTs2fPYmJiwvLly+XyBwcHM3/+fObNm8fFixdxcXGhW7duXL9+HYCYmBgADh8+THp6Ojt37pTyHj16lJSUFI4ePcr69esJDQ2VW7TAz8+PU6dOERYWxsWLF/n2229xdXWVyi7KkydP6Nu3LydOnOD06dNYW1vTuXNnnjx5ovB9nDBhArNmzSIgIICEhAQ2b96MsbExkNMD4+Ligo6ODsePHyc6OhptbW1cXV15+fKlwnW8bdeuXQwfPpzRo0dz+fJlBg8ezPfff8/Ro0eBnADI1dUVT09P0tPTCQ4Ofq9rnzp1Kl9//TWXLl0iMDCQHTt2AJCUlCRXvqKfp/HjxzNr1iwSExPp1q0bHTp0ICQkRC5NSEhInuXkBUEQBKGi+NxWvRNjQ4RPSmZmJjNnzuTw4cM4OTkBYGlpyYkTJ1i1ahVt27aV0s6YMUN6P378eLp06cKLFy9QV1dn0aJF9O/fn/79+wPw888/c/jwYblepXnz5jFu3Dh69eoFwOzZszl69CiLFi1i2bJlGBkZAWBoaJhno9nKlSuzdOlSlJWVqVOnDl26dCEyMpKBAweSlpZGSEgIaWlpVK9eHciZgxQREUFISAgzZ84s8j58+eWXcu9/+eUX9PX1OXbsGF27di0y/5MnTwgODmbp0qX07dsXyNlst1WrVgBs3bqV7Oxs1qxZI3XDh4SEoK+vT1RUFF999VWRdbxr3rx5+Pr68uOPPwIwatQoTp8+zbx582jXrh1GRkaoqamhoaFR6Ma9il577969+f7776X3N2/eBHL2ncqdo1Scz9O0adPo2LGj9H7AgAEMGTKEBQsWoKamxvnz57l06RJ79uQ/5yQzM5PMzEy5YyUNOgVBEAThQxBD7wShAktOTubZs2d07NhRmrejra0tbYr6tgYNGkj/NjExAZD2AUpMTKR58+Zy6XO/KAP8+++//PXXX7Rs2VIuTcuWLUlMTCyynfb29igrK8vVn1v3pUuXyMrKwsbGRu4ajh07lucaCvL3338zcOBArK2t0dPTQ1dXl4yMDNLS0hTKn5iYSGZmJu3bt8/3fHx8PMnJyejo6EjtMzAw4MWLFwq3Mb86S3o/36botTdp0qTIsorzeXq3PA8PD5SVlaWNaENDQ2nXrl2Be0MFBQWhp6cn91qzZk0xrlwQBEEQhNIkepSET0pGRgYA4eHh1KhRQ+6cmpqa3PtKlSpJ/879haSs5o68XXdu/bl1Z2RkoKyszLlz5+SCKUDhBRv69u3L/fv3CQ4OplatWqipqeHk5KRwD4WGhkah5zMyMmjcuDGbNm3Kcy63J+1jUfTatbS0iiyrOJ+nd8tTVVXFx8eHkJAQunfvzubNmwscLgg5Qx1HjRoldyw5ObnINgqCIAhCWfnMOpREoCR8WurWrYuamhppaWlyw6KKy87OjjNnzuDj4yMdO336tPRvXV1dqlevTnR0tFw90dHRNGvWDMj5ogyQlZVVrLodHR3Jysri7t27tG7dukTtj46OZvny5XTu3BnIWXjhn3/+UTi/tbU1GhoaREZGMmDAgDznGzVqxNatW6latSq6urolauO77OzsiI6Olob6Qc511K1bt1jllPTa83te7/t5GjBgAPXq1WP58uW8fv2a7t27F5hWTU0tT/CV2yZBEARBKA8+t6F3IlASPik6Ojr4+/szcuRIsrOzadWqFY8fPyY6OhpdXV25L+GFGT58OL6+vjRp0oSWLVuyadMmrly5gqWlpZRmzJgxTJkyhdq1a9OwYUNCQkKIi4uTelmqVq2KhoYGERER1KxZE3V1dYX2/rGxscHb2xsfHx/mz5+Po6Mj9+7dIzIykgYNGtClS5ciy7C2tmbjxo00adKEf//9lzFjxhTZS/Q2dXV1xo0bx9ixY1FVVaVly5bcu3ePK1eu0L9/f7y9vZk7dy7u7u7Syn+3bt1i586djB07lpo1aypcV64xY8bg6emJo6MjHTp04P/+7//YuXMnhw8fLlY5Jb32WrVqIZPJ2LdvH507d0ZDQ+O9P092dnZ88cUXjBs3jn79+hXrGQiCIAiC8HGJOUrCJ2f69OkEBAQQFBSEnZ0drq6uhIeHS8t1K6Jnz54EBAQwduxYGjduzK1bt/jhhx/k0gwbNoxRo0YxevRo6tevT0REBHv37pX2+FFRUWHx4sWsWrWK6tWr4+7urnD9ISEh+Pj4MHr0aGxtbfHw8CA2NhYzMzOF8q9du5aHDx/SqFEj+vTpw7Bhw6hatarC9QMEBAQwevRoJk+ejJ2dHT179pTmUWlqavLHH39gZmZG9+7dsbOzk5ZQL2kPk4eHB8HBwcybNw97e3tWrVpFSEhInmXVi1LSa69RowaBgYGMHz8eY2Nj/Pz8gPf/PPXv35+XL1/KraooCIIgCBXR57bqnezNmzdvPnYjBEEQPlXTp09n+/btXLx4sdh5L1++/AFaJAiCIHyK6tWr98HraD3/RKmUc3x0q1Ip50MTPUpCns1KS8rX1xcPD4/3KiM0NFRamhlK1jaZTMbu3bvfqx2Fefc6nZ2dGTFixHuVeefOHTp27IiWlpbc9RdW78eSmpqKTCYjLi6u1MvO3bz10aNHpV52WcvIyODy5cssXbqUn376CcjZNHfRokUft2GCIAiCUEIymaxUXhWFmKMkFFtqaioWFhZcuHChVAKswvj7+0tfMj9lCxcuJD09nbi4OIXmMX0KnJ2dadiwoVzg0KJFC9LT0z+Je+Dn58eWLVvw8PB4r2F3VnUU/4Uw+erlcpmnvLarrPKUdbua9l+vcJ7YtX0/eNvK63MpqzzltV1llae8tqus8rxPHZY29grnuXHtisJpBcWJQEko13L3rfnUpaSk0LhxY2l+0+dKVVW10M1kK5LQ0FBCQ0M/djMEQRAEodRUoM6gUiGG3lUg2dnZBAUFYWFhgYaGBg4ODvz222/S+dxhS5GRkTRp0gRNTU1atGhBUlKSXDmzZs3C2NgYHR0daQL+u/XkrmSmpqZGw4YNiYiIkM7nTmJ3dHREJpPlmWw/b948TExMMDQ0ZOjQobx69Uo6l5mZib+/PzVq1EBLS4vmzZsTFRVV4DW/O/QuNjaWjh07UqVKFfT09Gjbti3nz59X9BZK1zdnzhysrKxQU1PDzMyMGTNmSOdv376Np6cn+vr6GBgY4O7uTmpqarHqeNeKFSuoXbs2qqqq2NrasnHjRumcubk5O3bsYMOGDchkMnx9fYssb8OGDRgaGpKZmSl33MPDgz59+gD/u3fr1q3DzMwMbW1tfvzxR7KyspgzZw7VqlWjatWqctcOOd3qK1asoFOnTmhoaGBpaSn3Oct148YN2rVrh6amJg4ODpw6dUo6d//+fby8vKhRowaamprUr1+fLVu2SOd9fX05duwYwcHBUjd8ampqvkPvoqOjcXZ2RlNTk8qVK+Pi4sLDhw/ztOfff/9FQ0OD/fv3yx3ftWsXOjo6PHv2DCj6+UZFRdGsWTNpGGTLli25desWkLPRbrt27dDR0UFXV5fGjRtz9uxZKe+JEydo3bo1GhoamJqaMmzYMJ4+fZrvMxQEQRCEiuZzG3onAqUKJCgoiA0bNrBy5UquXLnCyJEj+e677zh27JhcuokTJzJ//nzOnj2LioqK3LCfbdu2MXXqVGbOnMnZs2cxMTFh+fLlcvmDg4OZP38+8+bN4+LFi7i4uNCtWzeuX78OQExMDACHDx8mPT2dnTt3SnmPHj1KSkoKR48eZf369Xl+Vffz8+PUqVOEhYVx8eJFvv32W1xdXaWyi/LkyRP69u3LiRMnOH36NNbW1nTu3JknT54ofB8nTJjArFmzCAgIICEhgc2bN2NsbAzAq1evcHFxQUdHh+PHjxMdHY22tjaurq4Kb9b6rl27djF8+HBGjx7N5cuXGTx4MN9//z1Hjx4FcoI/V1dXPD09SU9PL3RT0lzffvstWVlZ7N27Vzp29+5dwsPD5Z53SkoK+/fvJyIigi1btrB27Vq6dOnCn3/+ybFjx5g9ezaTJk3izJkzcuUHBATQo0cP4uPj8fb2plevXiQmJsqlmThxIv7+/sTFxWFjY4OXlxevX78G4MWLFzRu3Jjw8HAuX77MoEGD6NOnj/TZCQ4OxsnJiYEDB5Kenk56ejqmpqZ5rjMuLo727dtTt25dTp06xYkTJ3Bzc8t3bypdXV26du3K5s2b5Y5v2rQJDw8PNDU1i3y+r1+/xsPDg7Zt23Lx4kVOnTrFoEGDpD/q3t7e1KxZk9jYWM6dO8f48eOlzYNTUlJwdXWlR48eXLx4ka1bt3LixAlp9TxBEARBECoWMfSugsjMzGTmzJkcPnwYJycnACwtLTlx4gSrVq2S2wxzxowZ0vvx48fTpUsXXrx4gbq6OosWLaJ///70798fgJ9//pnDhw/L9SrNmzePcePG0atXLwBmz57N0aNHWbRoEcuWLcPIyAgAQ0PDPMOkKleuzNKlS1FWVqZOnTp06dKFyMhIBg4cSFpaGiEhIaSlpVG9enUgZw5SREQEISEhzJw5s8j78OWXX8q9/+WXX9DX1+fYsWN07dq1yPxPnjwhODiYpUuXSnvg1K5dm1atclZf2bp1K9nZ2axZs0b6chwSEoK+vj5RUVF89dVXRdbxrnnz5uHr68uPP/4IwKhRozh9+jTz5s2jXbt2GBkZoaamhoaGhsLDzjQ0NOjduzchISF8++23APz666+YmZnJ9fBlZ2ezbt06dHR0qFu3Lu3atSMpKYnff/8dJSUlbG1tpefbvHlzKd+3334rbTQ7ffp0Dh06xJIlS+SCan9/f2lPp8DAQOzt7UlOTqZOnTrUqFEDf39/Ke1PP/3EgQMH2LZtG82aNUNPTw9VVVU0NTULveY5c+bQpEkTuXrt7Qses+3t7U2fPn149uwZmpqa/Pvvv4SHh7Nr1y6g6OfbpEkTHj9+TNeuXalduzaQsxdSrrS0NMaMGUOdOnUA5IZKBgUF4e3tLS3sYW1tzeLFi2nbti0rVqxAXV29wHZDzn/j7/YQljQ4FwRBEIQPoQJ1BpUK0aNUQSQnJ/Ps2TM6duwozdvR1tZmw4YNpKSkyKVt0KCB9G8TExMAaf+bxMREuS/EgBR4Qc7wpb/++ouWLVvKpWnZsmWeHoX82Nvbo6ysLFd/bt2XLl0iKysLGxsbuWs4duxYnmsoyN9//83AgQOxtrZGT08PXV1dMjIySEtLUyh/YmIimZmZtG/fPt/z8fHxJCcno6OjI7XPwMCAFy9eKNzG/Oos6f0szMCBAzl48CD//e9/gZw5Mb6+vnJd2ubm5ujo6EjvjY2NqVu3LkpKSnLHcp9Rrrc/E7nv321vYZ+zrKwspk+fTv369TEwMEBbW5sDBw4o/Jxy5fYoKapz585UqlRJ6mnbsWMHurq6dOjQASj6+RoYGODr64uLiwtubm4EBweTnp4ulT9q1CgGDBhAhw4dmDVrltxnIj4+ntDQULnPtouLC9nZ2dy8ebPItgcFBaGnpyf3WrNmjcLXLgiCIAgf2uc29E70KFUQGRkZAISHh1OjRg25c2pqanLvc4cCAdKHMTs7+wO3MG/dufXn1p2RkYGysjLnzp2TC6YAhRds6Nu3L/fv3yc4OJhatWqhpqaGk5OTwr+8a2hoFHo+IyODxo0bs2nTpjzncnvSygtHR0ccHBzYsGEDX331FVeuXCE8PFwuTX7Po7BnVByFfc7mzp1LcHAwixYton79+mhpaTFixIhi95AU9bzepaqqyjfffMPmzZvp1asXmzdvpmfPnqio5PypU+T5hoSEMGzYMCIiIti6dSuTJk3i0KFDfPHFF0ydOpXevXsTHh7O/v37mTJlCmFhYXz99ddkZGQwePBghg0blqdsRTYKnjBhAqNGjZI7lpycXKzrFwRBEASh9IgepQqibt26qKmpkZaWhpWVldwrv7kdBbGzs8szH+X06dPSv3V1dalevTrR0dFyaaKjo6lbty6Q82UUyHeeSGEcHR3Jysri7t27ea5B0SFn0dHRDBs2jM6dO2Nvb4+amhr//POPwm2wtrZGQ0ODyMjIfM83atSI69evU7Vq1TxtLOmS1XZ2doXez/cxYMAAQkNDCQkJoUOHDsX6LBTm7c9E7vu3h6AVJTo6Gnd3d7777jscHBywtLTk2rVrcmlUVVWL/Aw1aNCgwGdVEG9vbyIiIrhy5QpHjhzB29tbOqfo83V0dGTChAmcPHmSevXqyc17srGxYeTIkRw8eJDu3bsTEhIilZ2QkJCnXCsrK+m/mcKoqamhq6sr91IknyAIgiCUFZmsdF4VhQiUKggdHR38/f0ZOXIk69evJyUlhfPnz7NkyRLWr1d8z4zhw4ezbt06QkJCuHbtGlOmTOHKFfm198eMGcPs2bPZunUrSUlJjB8/nri4OIYPHw5A1apV0dDQICIigr///pvHjx8rVLeNjQ3e3t74+Piwc+dObt68SUxMDEFBQXl6QgpibW3Nxo0bSUxM5MyZM3h7exer10FdXZ1x48YxduxYadji6dOnWbt2LZDzJbtKlSq4u7tz/Phxbt68SVRUFMOGDePPP/9UuJ63jRkzhtDQUFasWMH169dZsGABO3fulJvDU1K9e/fmzz//ZPXq1e+1V8+7tm/fzrp166TPSExMTLEWJbC2tubQoUOcPHmSxMREBg8ezN9//y2XxtzcnDNnzpCamso///yTb6/WhAkTiI2N5ccff+TixYtcvXqVFStWFBoct2nThmrVquHt7Y2FhYXcUNOinu/NmzeZMGECp06d4tatWxw8eJDr169jZ2fH8+fP8fPzIyoqilu3bhEdHU1sbKwUQI4bN46TJ0/i5+dHXFwc169fZ8+ePWIxB0EQBOGToSSTlcqrohCBUgUyffp0AgICCAoKws7ODldXV8LDw6XluhXRs2dPAgICGDt2LI0bN+bWrVv88MMPcmmGDRvGqFGjGD16NPXr1yciIoK9e/dKE9dVVFRYvHgxq1atonr16ri7uytcf0hICD4+PowePRpbW1s8PDyIjY1VaGgSwNq1a3n48CGNGjWiT58+DBs2jKpVqypcP+Ss6DZ69GgmT56MnZ0dPXv2lObWaGpq8scff2BmZkb37t2xs7OTllDX1dUtVj25PDw8CA4OZt68edjb27Nq1SpCQkLyLKteEnp6evTo0QNtbW08PDzeu7xcgYGBhIWF0aBBAzZs2MCWLVuK1QM2adIkGjVqhIuLC87OzlSrVi1P+/z9/VFWVqZu3boYGRnlO3/JxsaGgwcPEh8fT7NmzXBycmLPnj3SULr8yGQyvLy8pBX73lbU89XU1OTq1av06NEDGxsbBg0axNChQxk8eDDKysrcv38fHx8fbGxs8PT0pFOnTgQGBgI5vV/Hjh3j2rVrtG7dGkdHRyZPniwtXCIIgiAIFd3n1qMke/PmzZuP3QhBEEquffv22Nvbs3jx4lIpTyaTsWvXrlINvISSuXz58sdugiAIglBB1KtX74PX8dWy00UnUsDBoV+USjkfmljMQRAqqIcPHxIVFUVUVFSevbAEQRAEQRBKW0Vasa40iEBJECooR0dHHj58yOzZs7G1tf3YzSk1U6dOZffu3cTFxX3spijE19eXR48esXv37g9SvlUdxX8hTL56uVzmeZ86tKpZKZzn6Z3kEtdTXq+/rPI0Hb63iJT/ExvcrVj1lPW11LZVPE9KUk6emrUVX6zmz5TEYrUtt121rBUfvnzrekKx6ni7nvKWp7y2q6zylPXz/9CUPmKctGzZMubOncudO3dwcHBgyZIlNGvWrMD0jx49YuLEiezcuZMHDx5Qq1YtFi1aROfOnRWuUwRKglBBpaamfpByP5XRuC9fvhSrxgmCIAjCJ2Dr1q2MGjWKlStX0rx5cxYtWoSLiwtJSUn5zlV/+fIlHTt2pGrVqvz222/UqFGDW7duoa+vX6x6xWIOgiCUquzsbIKCgrCwsEBDQwMHBwd+++03AKKiopDJZERGRtKkSRM0NTVp0aIFSUlJQM6muYGBgcTHx0ub0oWGhgI5vwwNGDAAIyMjdHV1+fLLL4mPj5fqnTp1Kg0bNmTNmjVYWFigrq4OQFpaGu7u7mhra6Orq4unp2eeFfj+7//+j6ZNm6Kurk6VKlX4+uuvAZg2bVq+Y74bNmxIQEAAU6dOZf369ezZs0dqb1RUFAC3b9/G09MTfX19DAwMcHd3/2DBrSAIgiCUhY+14eyCBQsYOHAg33//PXXr1mXlypVoamqybt26fNOvW7eOBw8esHv3blq2bIm5uTlt27bFwcGhWPWKQEkQhFIVFBTEhg0bWLlyJVeuXGHkyJF89913HDt2TEozceJE5s+fz9mzZ1FRUZGWNu/ZsyejR4/G3t6e9PR00tPT6dmzJwDffvstd+/eZf/+/Zw7d45GjRrRvn17Hjx4IJWbnJzMjh072LlzJ3FxcWRnZ+Pu7s6DBw84duwYhw4d4saNG1KZkLOJ89dff03nzp25cOECkZGRUld+v379SExMJDY2Vkp/4cIFLl68yPfff4+/vz+enp64urpK7W3RogWvXr3CxcUFHR0djh8/TnR0NNra2ri6uhZ7011BEARBKC9Ka9W7zMxM/v33X7lXZmbm/2Pv3uN6vP/Hjz/eRQedHEpCVDpIRAgxhKa28dGcmvkgyjm0GPpsKKfwcWYOY6tsTjNz2Jw1+dBQDiVKlJJtbWYOW2yV8vujX9fXex0USfG873bdbr2v6/V6Xc/ryujZ61TkPbOzszl37hxubm7KOQ0NDdzc3Dh16lSRdfbu3YuLiwvjx4/H1NSU5s2bM3/+/DLvASpD74QQ5SYrK4v58+dz9OhRXFxcALCysuLkyZOsX7+eUaNGATBv3jy6du0KwPTp03nnnXf4+++/0dXVRV9fn2rVqqltQnzy5Emio6O5desW2traACxevJjdu3fz9ddfK+1mZ2ezadMmTExMADhy5Ajx8fGkpqYqm/Fu2rQJBwcHYmJicHZ2Zt68ebz33nvKMt+A8hunhg0b4u7uTmhoKM7OzkD+Evddu3bFysoKAF1dXbKystTi/fLLL8nLy2Pjxo3Kb85CQ0OpWbMmkZGR9OzZs8h3989/JCSpEkII8SoKCQlR+3cXYNasWQQFBRUqe/v2bXJzczE1NVU7b2pqypUrV4ps//r168qm8/v37yc5OZlx48aRk5PDrFmzSh2n9CgJIcpNcnIyDx8+5M0330RfX185Cjb3LeDo6Kh8bWZmBqDsZVWUuLg4MjMzqVOnjlq7qampau02btxYSZIAEhMTMTc3V5IkgGbNmlGzZk0SE/MnZMfGxtKjR49i7z1y5Ei2bt3K33//TXZ2Nlu2bHnq5r5xcXEkJydjYGCgxFq7dm3+/vtvtXifFBISgpGRkdqxcePGEu8jhBBCVCRVOf0XGBjI/fv31Y7AwMByizMvL4+6devy6aef0qZNG7y8vPjoo49Yt25dmdqRHiUhRLnJzMwE8oezNWjQQO2atra2kiRUr15dOV/Q45KXl1diu2ZmZsr8nyc9OTFTT0+vzDHr6uqWeL13795oa2uza9cutLS0yMnJoX///iXWyczMpE2bNmzevLnQtScTuScFBgYSEBCgdi45Ofkp0QshhBAVp7xWvdPW1lZGiDyNsbExmpqaheYX//rrr2qjOZ5kZmZG9erV0dTUVM7Z29vzyy+/lGmxJ0mUhBDlplmzZmhra5Oenq4MrXtScb0pT9LS0io0hrh169b88ssvVKtWDQsLi1LHY29vz82bN7l586bSq5SQkMC9e/do1ix/qVZHR0ciIiIYPnx4kW1Uq1aNYcOGERoaipaWFu+9955aclVcvNu3b6du3boYGhqWKtai/tGQVfuEEEK87rS0tGjTpg0RERF4enoC+b9cjYiIwM/Pr8g6nTp1YsuWLeTl5aGhkT+A7urVq5iZmZXp31YZeieEKDcGBgZMmTKFDz74gPDwcFJSUjh//jyrVq0iPDy8VG1YWFiQmppKbGwst2/fJisrCzc3N1xcXPD09OTw4cOkpaXxww8/8NFHH3H27Nli23Jzc6NFixYMHjyY8+fPEx0dzdChQ+natStt27YF8sdEb926lVmzZpGYmEh8fDwLFy5Ua8fX15fvv/+egwcPFhp2Z2FhwcWLF0lKSuL27dvk5OQwePBgjI2N6dOnDydOnCA1NZXIyEgmTpzIjz/+WMa3KoQQQlQOL2vVu4CAADZs2EB4eDiJiYmMHTuWBw8eKL/kHDp0qNrQvbFjx3Lnzh0mTZrE1atX2bdvH/Pnz2f8+PFluq8kSkKIcjVnzhxmzJhBSEgI9vb2eHh4sG/fPiwtLUtVv1+/fnh4eNCtWzdMTEzYunUrKpWK/fv306VLF4YPH46trS3vvfceN27cKDS580kqlYo9e/ZQq1YtunTpgpubG1ZWVmzfvl0p4+rqyo4dO9i7dy+tWrWie/fuREdHq7VjY2NDx44dadq0Ke3bt1e7NnLkSOzs7Gjbti0mJiZERUVRo0YN/ve//9GoUSP69u2Lvb09Pj4+/P3336XuYRJCCCEqm/Ja9a6svLy8WLx4MTNnzqRVq1bExsZy8OBB5WeA9PR0MjIylPLm5uYcOnSImJgYHB0dmThxIpMmTWL69Olle97Hr8rukkKIly4yMpJu3bpx9+7dMm/qVhZBQUHs3r2b2NjYF3aPJz1+/BgbGxvGjRtXaB5RSSwsLPD398ff3x/IT9x27dqlDB14mkuXKmandSGEEFVfUfv+lbe+n50rl3a+8WlTLu28aNKjJEQlULBZqiidKVOmEBERUSH3+u2331i9ejW//PJLsfOYhBBCCPHqkcUchHiFlGUll6ro8ePH5ObmKktuV4S6detibGzMp59+Sq1atSrknk+yblr63xAmX7lUKetU1rgqqk5ljet56zhP2FWq8jGr3q3QuJrYlb5OSlLFff+t7BxKfY/rSZdfeFwVVaeyxlVRdSr6z+WL9izD5qoy6VES4jnl5eUREhKCpaUlurq6tGzZkq+//lq5HhkZiUqlIiIigrZt21KjRg06duxIUlISAGFhYQQHBxMXF6dMcgwLCwPg3r17+Pr6YmJigqGhId27dycuLk5pu6AnauPGjVhaWqKjowPkj9Xt06cP+vr6GBoaMnDgwELLau7Zs4fWrVujo6ODlZUVwcHBPHr0SLmuUqnYuHEj7777LjVq1MDGxoa9e/eqtbF//35sbW3R1dWlW7dupKWlFXo/O3fuxMHBAW1tbSwsLFiyZIna9aysLKZNm4a5uTna2tpYW1vz2Wefqb27AwcO0KZNG7S1tTl58mShHjhvb288PT1ZvHgxZmZm1KlTh/Hjx5OTk6N2nylTptCgQQP09PRo3759kcuNP+nevXuMGjUKDQ0NRowYQfPmzfnuu++U6ydPnqRz587o6upibm7OxIkTefDgQYltCiGEEFXVy1rM4WWRREmI5xQSEsKmTZtYt24dly9f5oMPPuDf//43x48fVyv30UcfsWTJEs6ePUu1atWU1dO8vLyYPHkyDg4OZGRkkJGRgZeXFwADBgzg1q1bHDhwgHPnztG6dWt69OjBnTt3lHaTk5PZuXMn33zzDbGxseTl5dGnTx/u3LnD8ePHOXLkCNevX1faBDhx4gRDhw5l0qRJJCQksH79esLCwpg3b55azMHBwQwcOJCLFy/y9ttvM3jwYOXeN2/epG/fvvTu3ZvY2Fh8fX0LTZI8d+4cAwcO5L333iM+Pp6goCBmzJihJIKQv1LN1q1bWblyJYmJiaxfv75Qb9H06dNZsGABiYmJapvVPunYsWOkpKRw7NgxwsPDCQsLU7uPn58fp06dYtu2bVy8eJEBAwbg4eHBtWvXimwvLy+Pt956i6ioKL788ksSEhJYsGCBsidDSkoKHh4e9OvXj4sXL7J9+3ZOnjxZ7FKlQgghhKhaZOidEM8hKyuL+fPnc/ToUVxcXACwsrLi5MmTrF+/Xm0voXnz5imfp0+fzjvvvMPff/+Nrq4u+vr6VKtWTW3jtJMnTxIdHc2tW7eU/XUWL17M7t27+frrrxk1ahSQP9xu06ZNykamR44cIT4+ntTUVGXvoE2bNuHg4EBMTAzOzs4EBwczffp0hg0bpsQ8Z84cpk6dyqxZs5QYvL29GTRoEADz589n5cqVREdH4+Hhwdq1a2nSpInSQ2RnZ1doae2lS5fSo0cPZsyYAYCtrS0JCQn897//xdvbm6tXr/LVV19x5MgR3NzclFj+afbs2bz55pslfi9q1arF6tWr0dTUpGnTprzzzjtEREQwcuRI0tPTCQ0NJT09nfr16wP585wOHjxIaGgo8+fPL9Te0aNHiY6OJjExEVtb20KxhYSEMHjwYGWhBhsbG1auXEnXrl1Zu3at0rsnhBBCvCqqUGdQuZBESYjnkJyczMOHDwv9EJ+dnY2Tk5PauSd7QszMzAC4desWjRo1KrLtuLg4MjMzqVOnjtr5v/76S23j1saNGytJEkBiYiLm5uZKkgT5G8HWrFmTxMREnJ2diYuLIyoqSq0HKTc3l7///puHDx9So0aNQjHr6elhaGjIrVu3lPv8c6nsgmTxyVj69Omjdq5Tp04sX76c3NxcYmNj0dTULHJz2icV7HlUEgcHB7UduM3MzIiPjwcgPj6e3NxcJeEpkJWVVej9FoiNjaVhw4aF6hSIi4vj4sWLbN68WTn3+PFj8vLySE1Nxd7e/qkx/zOWrKwstXPZ2dllakMIIYR4kTRes0xJEiUhnkNmZiYA+/bto0GDBmrXCnqBClSvXl35umB8bl5eXoltm5mZFTmP5smlt/X09MoaNpmZmQQHB9O3b99C157sCXkyZsiPu6SYy0pXV7dU5UrzjCXFmpmZiaamJufOnVNLpoBiF4V4WmyZmZmMHj2aiRMnFrpWXPJbkpCQEIKDg9XOjR07lqUr15S5LSGEEEI8P0mUhHgOzZo1Q1tbm/T09Kf2ipRES0uL3NxctXOtW7fml19+oVq1alhYWJS6LXt7e27evMnNmzeVXqWEhATu3btHs2bNlLaTkpKwtrZ+5pjt7e0LLe5w+vTpQmWioqLUzkVFRWFra4umpiYtWrQgLy+P48ePK0PvXgQnJydyc3O5desWnTt3LlUdR0dHfvzxR65evVpkr1Lr1q1JSEh4rnf4pMDAwEJ7NCUnJ5dL20IIIUR5eL36kyRREuK5GBgYMGXKFD744APy8vJ44403uH//PlFRURgaGipzgJ7GwsKC1NRUZbiXgYEBbm5uuLi44OnpyaJFi7C1teXnn39m3759vPvuu8UOR3Nzc6NFixYMHjyY5cuX8+jRI8aNG0fXrl2VOjNnzqRXr140atSI/v37o6GhQVxcHJcuXWLu3LmlinnMmDEsWbKEDz/8EF9fX86dO6e2eALA5MmTcXZ2Zs6cOXh5eXHq1ClWr17NmjVrlOceNmwYI0aMYOXKlbRs2ZIbN25w69YtBg4cWKo4SsPW1pbBgwczdOhQlixZgpOTE7/99hsRERE4OjryzjvvFKrTtWtXunTpQr9+/Vi6dCnW1tZcuXIFlUqFh4cH06ZNo0OHDvj5+eHr64uenh4JCQkcOXKE1atXlzlGbW3tQr2Qr/JS70IIIaqeqrRiXXmQVe+EeE5z5sxhxowZhISEYG9vj4eHB/v27cPS0rLUbfTr1w8PDw+6deuGiYkJW7duRaVSsX//frp06cLw4cOxtbXlvffe48aNG5iamhbblkqlYs+ePdSqVYsuXbrg5uaGlZUV27dvV8q4u7vz3XffcfjwYZydnenQoQPLli2jcePGpY65UaNG7Ny5k927d9OyZUvWrVtXaFGE1q1b89VXX7Ft2zaaN2/OzJkzmT17Nt7e3kqZtWvX0r9/f8aNG0fTpk0ZOXLkC1liOzQ0lKFDhzJ58mTs7Ozw9PQkJiamxGFyO3fuxNnZmUGDBtGsWTOmTp2q9Pw5Ojpy/Phxrl69SufOnXFycmLmzJnKYhFCCCGEqNpUjx8/fvyygxBCCFHYpUuXKt3mic9Sp7LGVVF1Kmtcz1tHNpyVDWcryz0qc52K/HPZvHnpyz+rwV/Elks7m4e0Kpd2XjRJlIQQFe7x48eMHj2ar7/+mrt372JkZIS3tzfLly8H8ofk+fv7K0tvlyeVSsWuXbvw9PQs8npaWhqWlpZcuHBBbVPbl+HSpYrZaV0IIUTVVxGJ0r+/jHt6oVL48t8ty6WdF03mKAkhKtzBgwcJCwsjMjISKysrNDQ0Sr0CXlUTFBTE7t27iY2NfdmhCCGEEM/lNZuiJImSEKLipaSkYGZmRseOHcutzZycnEJLhL8KKtswkmepU1njqqg6FR1XZR165jzu61LfI2ZN/xceV0XVqaxxVVSdgvKNbZqV+h43riW88Lgqqk5FxyXKlyzmIISoUN7e3kyYMIH09HRUKhUWFha4uroWGmb3559/MmjQIPT09GjQoAGffPKJ2nWVSsXatWv517/+hZ6enrJ57tq1a2nSpAlaWlrY2dnxxRdfFIohIyODt956C11dXaysrPj66+J/gMvNzcXHxwdLS0t0dXWxs7NjxYoVamUiIyNp164denp61KxZk06dOnHjxg3CwsIIDg4mLi4OlUqFSqUqtDKgEEIIUVUU/Fv2vEdVIYmSEKJCrVixgtmzZ9OwYUMyMjKIiYkpstx///tfWrZsyYULF5g+fTqTJk3iyJEjamWCgoJ49913iY+PZ8SIEezatYtJkyYxefJkLl26xOjRoxk+fDjHjh1Tqzdjxgz69etHXFwcgwcP5r333iMxMbHIOPLy8mjYsCE7duwgISGBmTNn8p///IevvvoKgEePHuHp6UnXrl25ePEip06dYtSoUahUKry8vJg8eTIODg5kZGSQkZGBl5dXObxFIYQQouJpqMrnqCpk6J0QokIZGRlhYGCApqYm9erVK7Zcp06dmD59OpC/D1JUVBTLli3jzTffVMq8//77DB8+XPk8aNAgvL29GTduHAABAQGcPn2axYsX061bN6XcgAED8PX1BfKXdz9y5AirVq1S9nd6UvXq1QkODlY+W1pacurUKb766isGDhzIH3/8wf379+nVqxdNmjQB8jfaLaCvr0+1atVKfFYhhBBCVD7SoySEqJRcXFwKff5nr88/N91NTEykU6dOauc6depUqF5p2n7SJ598Qps2bTAxMUFfX59PP/2U9PR0AGrXro23tzfu7u707t2bFStWkJGRUbqHfEJWVhZ//PGH2pGdnV3mdoQQQogXRYbeCSFEFaGnp/fC77Ft2zamTJmCj48Phw8fJjY2luHDh6slMaGhoZw6dYqOHTuyfft2bG1tOX36dJnuExISgpGRkdqxcePG8n4cIYQQ4pmpyumoKiRREkJUSv9MNE6fPq02pK0o9vb2REVFqZ2LioqiWTP11ZbK0nZUVBQdO3Zk3LhxODk5YW1tTUpKSqFyTk5OBAYG8sMPP9C8eXO2bNkCgJaWFrm5uSXGDRAYGMj9+/fVjoLhgUIIIYSoeDJHSQhRKUVFRbFo0SI8PT05cuQIO3bsYN++fSXW+fDDDxk4cCBOTk64ubnx7bff8s0333D06FG1cjt27KBt27a88cYbbN68mejoaD777LMi27SxsWHTpk0cOnQIS0tLvvjiC2JiYrC0tAQgNTWVTz/9lH/961/Ur1+fpKQkrl27xtChQ4H8zXNTU1OJjY2lYcOGGBgYoK2tXeg+2trahc5raWmV+n0JIYQQL5pGFRo2Vx6kR0kIUSlNnjyZs2fP4uTkxNy5c1m6dCnu7u4l1vH09GTFihUsXrwYBwcH1q9fT2hoKK6urmrlgoOD2bZtG46OjmzatImtW7cW6nUqMHr0aPr27YuXlxft27fn999/VxaLAKhRowZXrlyhX79+2NraMmrUKMaPH8/o0aMB6NevHx4eHnTr1g0TExO2bt36fC9GCCGEeElUqvI5qgrpURJCVDh/f3+1fZMiIyPVrqelpT21jcePHxd5fuzYsYwdO/ap9Z5Mdp5kYWGh1ra2tjahoaGEhoaqlQsJCQHA1NSUXbt2FXs/bW3tEvdpEkIIIUTlpHpc3E8bQgjxnFxdXWnVqhXLly8vVfmwsDD8/f25d+/eC42roqhUKnbt2oWnpydpaWlYWlpy4cIFWrVqVar6ly7JTutCCCFKp3nz5i/8HqN2XC6Xdj4d4FAu7bxoMvROCFFpBQUFlTqpKE5kZORTlyn9Z4+WEEIIIQqToXdCCPEK6dixo9q+RpMmTeKPP/5QG0pXu3btlxFaqVg3Lf1vCJOv5PdANbYper5VUW5cSwDAqL5Nqevc//lamWIriOtZnuVZ6jRsUvLqiE/6MSXxmetU1uevbHWe5x7dlyaUus73Ac2e+T6V9flfhTqVNa7nrWNlV7oeketJlys0rhdNFnMQQpSrP//8k8GDB6Onp4eZmRnLli3D1dVVbY7OF198Qdu2bTEwMKBevXq8//773Lp1S7le0Cty6NAhnJyc0NXVpXv37ty6dYsDBw5gb2+PoaEh77//Pg8fPlTqubq6MmHCBPz9/alVqxampqZs2LCBBw8eMHz4cAwMDLC2tubAgQNKndzcXHx8fLC0tERXVxc7OztWrFjx1Od88OABQ4cORV9fHzMzM5YsWVKoTFZWFlOmTKFBgwbo6enRvn37YntzwsLCCA4OJi4uTun5CQsLA2Dp0qW0aNECPT09zM3NGTduHJmZmUW2o6WlRb169ZRDV1cXbW1ttXPFrS73448/MmjQIGrXro2enh5t27blzJkzyvU9e/bQunVrdHR0sLKyIjg4mEePHj31XQkhhBCi8pNESYgXLCAggKioKPbu3cuRI0c4ceIE58+fVyuTk5PDnDlziIuLY/fu3aSlpeHt7V2oraCgIFavXs0PP/zAzZs3GThwIMuXL2fLli3s27ePw4cPs2rVKrU64eHhGBsbEx0dzYQJExg7diwDBgygY8eOnD9/np49ezJkyBAlwcrLy6Nhw4bs2LGDhIQEZs6cyX/+8x+++uqrEp/zww8/5Pjx4+zZs4fDhw8TGRlZ6Dn9/Pw4deoU27Zt4+LFiwwYMAAPDw+uXbtWqD0vLy8mT56Mg4MDGRkZZGRk4OXlBYCGhgYrV67k8uXLhIeH8/333zN16tSnfi/KIjMzk65du/LTTz+xd+9e4uLimDp1Knl5eQCcOHGCoUOHMmnSJBISEli/fj1hYWHMmzevXOMQQgghKgsZeieEKDd//vkn4eHhbNmyhR49egAQGhpK/fr11cqNGDFC+drKyoqVK1fi7OxMZmYm+vr6yrW5c+fSqVMnAHx8fAgMDCQlJQUrKysA+vfvz7Fjx5g2bZpSp2XLlnz88cdA/qamCxYswNjYmJEjRwIwc+ZM1q5dy8WLF+nQoQPVq1cnODhYqW9pacmpU6f46quvGDhwYJHPmZmZyWeffcaXX36pPGd4eDgNGzZUyqSnpxMaGkp6erry/FOmTOHgwYOEhoYyf/58tTZ1dXXR19enWrVq1KtXT+3ak71xFhYWzJ07lzFjxrBmzZoi43sWW7Zs4bfffiMmJkYZmmdtba1cDw4OZvr06QwbNgzI/77NmTOHqVOnMmvWrHKLQwghhKgsVFUpyykHkigJ8QJdv36dnJwc2rVrp5wzMjLCzs5Ordy5c+cICgoiLi6Ou3fvKr0W6enpavv7ODo6Kl+bmppSo0YNJUkqOBcdHa3W9pN1NDU1qVOnDi1atFCrA6gN9fvkk0/4/PPPSU9P56+//iI7O1tZVOHEiRO89dZbStn169fTvHlzsrOzad++vXK+du3aas8ZHx9Pbm4utra2avFlZWVRp06dQu+uJEePHiUkJIQrV67wxx9/8OjRI/7++28ePnxIjRo1ytRWcWJjY3Fycip2/lJcXBxRUVFqPUi5ubnPHEdWVhZZWVlq57Kzs8seuBBCCCHKhSRKQrxkDx48wN3dHXd3dzZv3oyJiQnp6em4u7sX+kG5evXqytcqlUrtc8G5giSrqDpF1Sv47VBBvW3btjFlyhSWLFmCi4sLBgYG/Pe//1Xm5rRt25bY2FilvqmpKdevX3/qc2ZmZqKpqcm5c+fQ1NRUu/Zkr9nTpKWl0atXL8aOHcu8efOoXbs2J0+exMfHh+zs7HJLlHR1dUu8npmZSXBwMH379i10TUdHp8z3CwkJUevJg/w9oZauLL9eMiGEEOJ5vG5zdiRREuIFsrKyonr16sTExNCoUSMA7t+/z9WrV+nSpQsAV65c4ffff2fBggWYm5sDcPbs2ZcWc1RUFB07dlTbkDUlJUX5WldXV20IGkCTJk2oXr06Z86cUZ7z7t27XL16la5duwLg5OREbm4ut27donPnzqWKRUtLi9zcXLVz586dIy8vjyVLlqChkf9X9tPmTz0LR0dHNm7cyJ07d4rsVWrdujVJSUmF3sWzCgwMJCAgQO1ccnJyubQthBBClIfXbejd65YYClGhDAwMGDZsGB9++CHHjh3j8uXL+Pj4oKGhofxl06hRI7S0tFi1ahXXr19n7969zJkz56XFbGNjw9mzZzl06BBXr15lxowZxMTElFhHX18fHx8fPvzwQ77//nsuXbqEt7e3ksgA2NraMnjwYIYOHco333xDamoq0dHRhISEsG/fviLbtbCwIDU1ldjYWG7fvk1WVhbW1tbk5OQo7+uLL75g3bp15foOAAYNGkS9evXw9PQkKiqK69evs3PnTk6dOgXkz+3atGkTwcHBXL58mcTERLZt26bMBysrbW1tDA0N1Y7iVuMTQgghxIsniZIQL9jSpUtxcXGhV69euLm50alTJ+zt7ZXhWSYmJoSFhbFjxw6aNWvGggULWLx48UuLd/To0fTt2xcvLy/at2/P77//rta7VJz//ve/dO7cmd69e+Pm5sYbb7xBmzZt1MqEhoYydOhQJk+ejJ2dHZ6enmq9bf/Ur18/PDw86NatGyYmJmzdupWWLVuydOlSFi5cSPPmzdm8eTMhISHl8uxP0tLS4vDhw9StW5e3336bFi1asGDBAmXYoLu7O9999x2HDx/G2dmZDh06sGzZMho3blzusQghhBCVgYaqfI6qQvX48ePHLzsIIV4nDx48oEGDBixZsgQfH5+XHY6oxC5duiQbzsqGs1W+jmw4Wzm/LxVVp7LG9bx1KuOGs82bl778swrYe6Vc2ln6r6bl0s6LJomSEC/YhQsXuHLlCu3ateP+/fvMnj2byMhIkpOTMTY2ftnhVVkWFhb4+/srS4WrVCp27dqFp6dnqeoHBQWxe/dutYUpylNaWhqWlpZcuHCBVq1aERkZSbdu3bh79y41a9YsVRuXLlXMTutCCCGqPkmUyp8s5iBEBVi8eDFJSUloaWnRpk0bTpw4IUlSOcvIyKBWrVovOwwhhBDilfW6LeYgiZIQL5iTkxPnzp172WG88v65Ke2rojIPPXndh940ti7dEMcbyQkVGldlq1NQvold6e+RkvTscTnPPFPqOjGz8/d+a1TK7yVAehm/nwVxWdqWbqgWQOrVihuuBWDepPTPfzMl//lL+87K+r6ejOtVqFPRcb1oVWl+UXmQxRyEEJXOn3/+yeDBg9HT08PMzIxly5bh6uqqDLMrikqlYvfu3crnadOmYWtrq2zKO2PGDHJycsoUx+XLl+nVqxeGhoYYGBjQuXNntaXSN27cqCzM0bRpU9askT2PhBBCvLpUqvI5qgrpURJCVDoBAQFERUWxd+9eTE1NmTlzJufPn6dVq1albsPAwICwsDDq169PfHw8I0eOxMDAgKlTp5aq/k8//USXLl1wdXXl+++/x9DQkKioKB49egTA5s2bmTlzJqtXr8bJyYkLFy4wcuRI9PT0GDZs2LM8thBCCCEqEUmUhBCVyp9//kl4eDhbtmyhR48eQP6y4vXr1y9TO0/uZ2RhYcGUKVPYtm1bqROlTz75BCMjI7Zt20b16tWB/L2gCsyaNYslS5bQt29fACwtLUlISGD9+vWSKAkhhHglaVSl7qByIImSEKJSuX79Ojk5ObRr1045Z2RkhJ2dXZna2b59OytXriQlJYXMzEwePXqEoaFhqevHxsbSuXNnJUl60oMHD0hJScHHx4eRI0cq5x89eoSRkVGZ4iyQlZVFVlaW2rns7OxnaksIIYR4EV63OTuv2/MKIV4Dp06dYvDgwbz99tt89913XLhwgY8++qhMiYeurm6x1zIzMwHYsGEDsbGxynHp0iVOnz79TDGHhIRgZGSkdmzcuPGZ2hJCCCHE85MeJSFEpWJlZUX16tWJiYmhUaNGANy/f5+rV6/SpUuXUrXxww8/0LhxYz766CPl3I0bN8oUh6OjI+Hh4eTk5BTqVTI1NaV+/fpcv36dwYMHl6nd4gQGBhIQEKB2Ljk5uVzaFkIIIcrDazbyThIlIUTlYmBgwLBhw/jwww+pXbs2devWZdasWWhoaJR6/wYbGxvS09PZtm0bzs7O7Nu3j127dpUpDj8/P1atWsV7771HYGAgRkZGnD59mnbt2mFnZ0dwcDATJ07EyMgIDw8PsrKyOHv2LHfv3i2U8JSGtrY22traaue0tLTK3I4QQgjxorxuc5Rk6J0QotJZunQpLi4u9OrVCzc3Nzp16qQsw10a//rXv/jggw/w8/OjVatW/PDDD8yYMaNMMdSpU4fvv/+ezMxMunbtSps2bdiwYYPSu+Tr68vGjRsJDQ2lRYsWdO3albCwMCwtLcv8vEIIIYSofKRHSQhR6RgYGLB582bl84MHDwgODmbUqFHKubS0NLU6jx8/Vvu8aNEiFi1apHbuyX2YgoKCCAoKKjEOR0dHDh06VOz1999/n/fff7/IaxYWFmoxubq6FopRCCGEqEpesw4lVI/lX27xinB1daVVq1YsX778ZYdSSFBQELt37yY2Nrbc2oyMjKRbt27cvXuXmjVrllu7lcGFCxe4cuUK7dq14/79+8yePZvIyEiSk5MxNjZ+2eGVyj+/597e3ty7d09tU9ynuXSpYnZaF0IIUfU1b978hd8j6PC18mmnp025tPOiydA78cr45ptvmDNnTqnLp6WloVKpyjV5AVCpVIV+GJ4yZQoRERHlep/KLCgoqEybwxYlICAAW1tb3NzcePDgASdOnKgySZIQQgghqj4ZeideGbVr137ZIRRLX18ffX39lx1GiXJzc1GpVGhovPzfnzg5OTF69Ohy74Wriqyblv43hMlXLlXKOpU1roqqU1njerKOla1Dqetcv3q5TPep8GexK8OzJOU/S89VV0td5/AE2zLFVhBXfUv7Ut/j59REAIzNS79/3O2bSWWK68nYXvc//xXx/MaNyvC9TH/27+WLJos5CFFFubq6qs1BsbCwYP78+YwYMQIDAwMaNWrEp59+qlwvmHTv5OSESqXC1dVVubZx40Zl8YCmTZuyZs0a5Vp2djZ+fn6YmZmho6ND48aNCQkJUe4J8O6776JSqZTP/+xh8fb2xtPTk8WLF2NmZkadOnUYP348OTk5SpkvvviCtm3bYmBgQL169Xj//fe5detWmd7JvXv3GD16NKampujo6NC8eXO+++47AMLCwqhZsyZ79+6lWbNmaGtrc/LkSapXr84vv/yi1o6/vz+dO3dWq7d7925sbGzQ0dHB3d2dmzdvKteDg4OJi4tDpVKhUqkICwsrMr7IyEjatWuHnp4eNWvWpFOnTty4caPENu7du4evry8mJiYYGhrSvXt34uLilDYL3vXnn39Oo0aN0NfXZ9y4ceTm5rJo0SLq1atH3bp1mTdv3lPf3+eff46DgwPa2tqYmZnh5+en9m5LikMIIYR41ahU5XNUFdKjJF5pS5YsYc6cOfznP//h66+/ZuzYsXTt2hU7Ozuio6Np164dR48excHBQVmKefPmzcycOZPVq1fj5OTEhQsXGDlyJHp6egwbNoyVK1eyd+9evvrqKxo1asTNmzeVJCEmJoa6desSGhqKh4cHmpqaxcZ27NgxzMzMOHbsGMnJyXh5edGqVStGjhwJQE5ODnPmzMHOzo5bt24REBCAt7c3+/fvL9Wz5+Xl8dZbb/Hnn3/y5Zdf0qRJExISEtRievjwIQsXLmTjxo3UqVMHc3NzrKys+OKLL/jwww+VODZv3qy2MMLDhw+ZN28emzZtQktLi3HjxvHee+8RFRWFl5cXly5d4uDBgxw9ehQAIyOjQvE9evQIT09PRo4cydatW8nOziY6OhqVSlViGwMGDEBXV5cDBw5gZGTE+vXr6dGjB1evXlV6FVNSUjhw4AAHDx4kJSWF/v37c/36dWxtbTl+/Dg//PADI0aMwM3Njfbt2xf5/tauXUtAQAALFizgrbfe4v79+0RFRSnXSxOHEEII8SrRqEJJTnmQREm80t5++23GjRsHwLRp01i2bBnHjh3Dzs4OExMTIH8Z6Hr16il1Zs2axZIlS+jbty+Q3/OUkJDA+vXrGTZsGOnp6djY2PDGG2+gUqlo3LixUregzZo1a6q1WZRatWqxevVqNDU1adq0Ke+88w4RERFKojRixAilrJWVFStXrsTZ2ZnMzMxSDeM7evQo0dHRJCYmYmtrq7TzpJycHNasWUPLli2Vcz4+PoSGhiqJ0rfffsvff//NwIED1eqtXr1aSTLCw8Oxt7dXkk99fX2qVatW4jv4448/uH//Pr169aJJkyYA2Nv/39CUoto4efIk0dHR3Lp1S9lzaPHixezevZuvv/5aWRUvLy+Pzz//HAMDA5o1a0a3bt1ISkpi//79aGhoYGdnx8KFCzl27FixidLcuXOZPHkykyZNUs45OzuXKQ4hhBBCVF0y9E680hwdHZWvVSoV9erVK3H42oMHD0hJScHHx0eZV6Svr8/cuXNJSUkB8ofNxcbGYmdnx8SJEzl8+PAzxebg4KDWu2NmZqYW27lz5+jduzeNGjXCwMCArl27ApCenl6q9mNjY2nYsKGSJBVFS0tL7R1B/vMlJydz+vRpIH8o3cCBA9HT01PKVKtWTUkaAJo2bUrNmjVJTEwsVWyQP6fM29sbd3d3evfuzYoVK8jIyCixTlxcHJmZmdSpU0ft+5Oamqp8fyB/CKSBgYHy2dTUlGbNmqnNvzI1NS32z8KtW7f4+eef6dGjx3PFURZZWVn88ccfakd2dvYztSWEEEK8CKpy+q+qkB4l8Uor2By0gEqlIi8vr9jymZmZAGzYsKFQT0NBUtO6dWtSU1M5cOAAR48eZeDAgbi5ufH111+XW2wPHjzA3d0dd3d3Nm/ejImJCenp6bi7u5f6h2ddXd1SlVH9Y7Bw3bp16d27N6GhoVhaWnLgwAEiIyNL91BlFBoaysSJEzl48CDbt2/n448/5siRI3To0KHI8pmZmZiZmRUZz5NLpBf1bsvyZ+Fp7660cZRFSEgIwcHBaufGjh3L0pVriqkhhBBCVCwZeifEa6JgTlJubq5yztTUlPr163P9+nUGDx5cbF1DQ0O8vLzw8vKif//+eHh4cOfOHWrXrk316tXV2nwWV65c4ffff2fBggWYm5sDcPbs2TK14ejoyI8//sjVq1dL7FUqiq+vL4MGDaJhw4Y0adKETp06qV1/9OgRZ8+epV27dgAkJSVx7949ZeiclpZWqd+Bk5MTTk5OBAYG4uLiwpYtW+jQoUORbbRu3ZpffvmFatWqKQtlvAgGBgZYWFgQERFBt27dCl1/EXEEBgYSEBCgdi45Oblc2hZCCCFE2UmiJF5bdevWRVdXl4MHD9KwYUN0dHQwMjIiODiYiRMnYmRkhIeHB1lZWZw9e5a7d+8SEBDA0qVLMTMzw8nJCQ0NDXbs2EG9evWUnoSCH7A7deqEtrY2tWrVKnNsjRo1QktLi1WrVjFmzBguXbpUpj2iALp27UqXLl3o168fS5cuxdramitXrqBSqfDw8Cixrru7O4aGhsydO5fZs2cXul69enUmTJjAypUrqVatGn5+fnTo0EFJnCwsLEhNTVWG/xkYGChzeQqkpqby6aef8q9//Yv69euTlJTEtWvXGDp0aLFtuLm54eLigqenJ4sWLcLW1paff/6Zffv28e6779K2bdsyvaOSBAUFMWbMGOrWrassihEVFcWECRNeSBza2tqF3lFBMi+EEEJUBq9bj5LMURKvrWrVqrFy5UrWr19P/fr16dOnD5Dfm7Jx40ZCQ0Np0aIFXbt2JSwsTFlO3MDAgEWLFtG2bVucnZ1JS0tTFgmA/JX2jhw5grm5OU5OTs8Um4mJCWFhYezYsYNmzZqxYMECFi9eXOZ2du7cibOzM4MGDaJZs2ZMnTq1VD09GhoaeHt7k5ubqyQuT6pRowbTpk3j/fffp1OnTujr67N9+3bler9+/fDw8KBbt26YmJiwdevWItu4cuUK/fr1w9bWllGjRjF+/HhGjx5dbBsqlYr9+/fTpUsXhg8fjq2tLe+99x43btzA1NS0zO+nJMOGDWP58uWsWbMGBwcHevXqxbVr+TuSV2QcQgghRGVRsGXH8x5Vherx48ePX3YQQojKx8fHh99++429e/eqnQ8LC8Pf35979+69nMBeI5cuXap0myc+S53KGldF1amscT1ZRzaclQ1nX1SdqvDn/1XZcLZ589KXf1b/jbxeLu186Gr19EKVgCRKQlRCrq6utGrViuXLl1f4ve/fv098fDxvvvkme/fu5c0331S77unpybfffvvc87CeFBkZSbdu3bh79+4zL4ZQnMePHzN69Gi+/vpr7t69y4ULF9Q2/32RVCoVu3btwtPTk7S0NCwtLct0/0uXKmandSGEEFVfRSRKS46XT6I0uWvVSJRk6J0QldA333xTpjlJaWlpqFQqYmNjn/veffr0oWfPnowZM4aePXuye/duteseHh5qS4VXFJVKVSiW0jh48CBhYWF89913ZGRk0Lx582duSwghhHidqVTlc1QVspiDEJVQ7dq1X9q9n1zyuqgerTFjxjBmzJiKC+g5paSkYGZmRseOHV92KM+ksg0jeZY6lTWuiqpTWeN63jr1LJqWqvwvaVcqNK6KquM87ftSlY9Z2L1C46psdSprXBVVp6LjEuVLepSEqIRcXV3x9/dXPltYWDB//nxGjBiBgYEBjRo14tNPP1WuFyw04eTkhEqlwtXVVbm2ceNG7O3t0dHRoWnTpqxZ83/78mRnZ+Pn54eZmRk6Ojo0btyYkJAQ5Z4A7777LiqVSvkcFBSkNnTM29sbT09PFi9ejJmZGXXq1GH8+PHk5OQoZb744gvatm2LgYEB9erV4/333y9x499/Ki6Wgns/yd/fX3l+b29vJkyYQHp6ulKvuLaK8uOPPzJo0CBq166Nnp4ebdu25cyZM8r1PXv20Lp1a3R0dLCysiI4OJhHjx6V+rmEEEKIqkRDpSqXo6qQREmIKmLJkiW0bduWCxcuMG7cOMaOHUtSUv6Ez+joaACOHj1KRkYG33zzDQCbN29m5syZzJs3j8TERObPn8+MGTMIDw8HYOXKlezdu5evvvqKpKQkNm/erCQOMTExQP6msBkZGcrnohw7doyUlBSOHTtGeHg4YWFhhIWFKddzcnKYM2cOcXFx7N69m7S0NLy9vUv97GWJ5UkrVqxg9uzZNGzYUKlX2rYyMzPp2rUrP/30E3v37iUuLo6pU6cqm9SeOHGCoUOHMmnSJBISEli/fj1hYWHMmzev1M8lhBBCVCUaqvI5nsUnn3yChYUFOjo6tG/fXvnZ52m2bduGSqUq9IvV0pChd0JUEW+//Tbjxo0DYNq0aSxbtoxjx45hZ2eHiYkJAHXq1KFevXpKnVmzZrFkyRL69u0L5Pc8FfxQP2zYMNLT07GxseGNN95ApVLRuHFjpW5BmzVr1lRrsyi1atVi9erVaGpq0rRpU9555x0iIiIYOXIkACNGjFDKWllZsXLlSpydncnMzERfX/+pz16WWJ5kZGSEgYEBmpqaheo9ra0tW7bw22+/ERMTowyFtLa2Vq4HBwczffp0hg0bpjzXnDlzmDp1KrNmzSp1jEIIIURV8bI6g7Zv305AQADr1q2jffv2LF++HHd3d5KSkqhbt26x9dLS0pgyZQqdO3d+pvtKj5IQVYSjo6PytUqlol69eiUOX3vw4AEpKSn4+Pigr6+vHHPnziUlJQXIH5oWGxuLnZ0dEydO5PDhw88Um4ODA5qamspnMzMztdjOnTtH7969adSoEQYGBnTt2hWA9PT0Z7pfRYiNjcXJyanY+WJxcXHMnj1b7d2OHDmSjIwMHj58WOb7ZWVl8ccff6gd2dnZz/sYQgghRJW3dOlSRo4cyfDhw2nWrBnr1q2jRo0afP7558XWyc3NZfDgwQQHB2Nl9Wyr7EmiJEQVUb16dbXPKpVKGQZWlMzMTAA2bNhAbGyscly6dInTp08D0Lp1a1JTU5kzZw5//fUXAwcOpH///uUa24MHD3B3d8fQ0JDNmzcTExPDrl27AJ47EdDQ0OCfOxw8OTfqeejq6pZ4PTMzk+DgYLV3Gx8fz7Vr19DR0Snz/UJCQjAyMlI7Nm7c+KzhCyGEEOVOA1W5HEX9cjArK6vIe2ZnZ3Pu3Dnc3Nz+Lw4NDdzc3Dh16lSxsc6ePZu6devi4+PzzM8rQ++EeAVoaWkBqO1tZGpqSv369bl+/TqDBw8utq6hoSFeXl54eXnRv39/PDw8uHPnDrVr16Z69erPvV/SlStX+P3331mwYAHm5uYAnD17tsztFBWLiYlJob2GYmNjCyVupWnrnxwdHdm4caPyLv6pdevWJCUlqQ3Hex6BgYEEBASonUtOTi6XtoUQQojyUF5D70JCQggODlY7N2vWLIKCggqVvX37Nrm5uZiamqqdNzU15cqVK0W2f/LkST777LPn3jZFEiUhXgF169ZFV1eXgwcP0rBhQ3R0dDAyMiI4OJiJEydiZGSEh4cHWVlZnD17lrt37xIQEMDSpUsxMzPDyckJDQ0NduzYQb169ZRNXy0sLIiIiKBTp05oa2tTq1atMsfWqFEjtLS0WLVqFWPGjOHSpUtl2iOqQFGxdO/enf/+979s2rQJFxcXvvzySy5duoSTk1OZ2/qnQYMGMX/+fDw9PQkJCcHMzIwLFy5Qv359XFxcmDlzJr169aJRo0b0798fDQ0N4uLiuHTpEnPnzi3z82lra6Otra12riABFkIIIV4lRf1y8J//Bj6rP//8kyFDhrBhwwaMjY2fqy0ZeifEK6BatWqsXLmS9evXU79+ffr06QOAr68vGzduJDQ0lBYtWtC1a1fCwsKU5cQNDAxYtGgRbdu2xdnZmbS0NPbv34+GRv5fDUuWLOHIkSOYm5s/NfkojomJCWFhYezYsYNmzZqxYMECFi9eXOZ2iorF3d2dGTNmMHXqVJydnfnzzz8ZOnToM7X1T1paWhw+fJi6devy9ttv06JFCxYsWKDMxXJ3d+e7777j8OHDODs706FDB5YtW6a2IIYQQgjxKimvVe+0tbUxNDRUO4pLlIyNjdHU1OTXX39VO//rr78WuShTSkoKaWlp9O7dm2rVqlGtWjU2bdrE3r17qVatmjJPuzSkR0mISujJTV8hf9WWf/pnd7Kvry++vr6Fyr3//vu8//77Rd5n5MiRysp0Renduze9e/dWOxcUFKTWNf7kMuAF/rlR7aBBgxg0aJDauSfnFrm6uhaaa1SaWCB/9bl/dt8/yd/fX21PqpLa+qfGjRvz9ddfF3vd3d0dd3f3Yq8/+UwWFhZPfUYhhBCiMnsZeyBpaWnRpk0bIiIilCW+8/LyiIiIwM/Pr1D5pk2bEh8fr3bu448/5s8//2TFihXKNIDSUD2Wf7mFKHeurq60atWqUMJQGQQFBbF79+7nHrdbEby9vbl37x67d+8utkxlfddhYWH4+/tz79494Nne+z/nXwkhhBDFad68+Qu/x6enb5RLO6M6lG30xfbt2xk2bBjr16+nXbt2LF++nK+++oorV65gamrK0KFDadCgASEhIUXWL83PE0WRoXdCvADffPNNmebhpKWloVKpyj15UalUhf5SmDJlChEREeV6n6okLCxMmYMlhBBCiNJTqcrnKCsvLy8WL17MzJkzadWqFbGxsRw8eFBZ4CE9PZ2MjIxyfloZeifEC1Hc3juVQcGeP6JqsG5a+t8QJl+5VCnrPM89Gts0K3WdG9cSnvk+lfX5K6qOlZ1DqetcT7pcpvtUhec3NrcrdZ3bN5MAqNnAtlTl7/10FYD2QTGlvseZIGegcr+zV+n7XxHP38i69H+XpSc/+99lL9rLGHpXwM/Pr8ihdlB4ysI/FTVNoDSkR0mIF8DV1VVtXoyFhQXz589nxIgRGBgY0KhRIz799FPlesHiCk5OTqhUKlxdXZVrGzduxN7eHh0dHZo2bcqaNWuUa9nZ2fj5+WFmZoaOjg6NGzdWup0tLCwAePfdd1GpVMrnoKAgWrVqpbTh7e2Np6cnixcvxszMjDp16jB+/Hi1/YiysrKYMmUKDRo0QE9Pj/bt2z/1L6UrV67wxhtvoKOjQ7NmzTh69GihHq74+Hi6d++Orq4uderUYdSoUcr+T08KDg7GxMQEQ0NDxowZU+L+SyXFGhkZyfDhw7l//z4qlQqVSlXkUqQFvv32W5ydndHR0cHY2Jh33333ud6JEEIIIaoO6VESooIsWbKEOXPm8J///Ievv/6asWPH0rVrV+zs7IiOjqZdu3YcPXoUBwcHZVnozZs3M3PmTFavXo2TkxMXLlxg5MiR6OnpMWzYMFauXMnevXv56quvaNSoETdv3uTmzZsAxMTEULduXUJDQ/Hw8FBWayvKsWPHMDMz49ixYyQnJ+Pl5UWrVq2UhR78/PxISEhg27Zt1K9fn127duHh4UF8fDw2NjaF2svNzcXT05NGjRpx5swZ/vzzTyZPnqxWpmAjWhcXF2JiYrh16xa+vr74+fmp/eYnIiICHR0dIiMjSUtLY/jw4dSpU4d58+YV+SwlxdqxY0eWL1/OzJkzSUrK/61wcb1r+/bt49133+Wjjz5i06ZNZGdns3///lLdp6h3IoQQQlR1L7FD6aWQREmICvL2228zbtw4AKZNm8ayZcs4duwYdnZ2mJiYAFCnTh21pS5nzZrFkiVL6Nu3L5Df85SQkMD69esZNmwY6enp2NjY8MYbb6BSqdSWpi5os2bNmkUun/mkWrVqsXr1ajQ1NWnatCnvvPMOERERjBw5kvT0dEJDQ0lPT6d+/fpA/jyngwcPEhoayvz58wu1d+TIEVJSUoiMjFTuPW/ePN58802lzJYtW/j777/ZtGkTenp6AKxevZrevXuzcOFCZdyxlpYWn3/+OTVq1MDBwYHZs2fz4YcfMmfOHGUZ8wKlidXIyAiVSvXUdzJv3jzee+89tRX1WrZsWer7lFVWVlahXclL6jkTQgghKtrrNhRNEiUhKoijo6PydcEP6rdu3Sq2/IMHD0hJScHHx0dtCe9Hjx5hZGQE5A+be/PNN7Gzs8PDw4NevXrRs2fPMsfm4OCg1uNkZmamLK0ZHx9Pbm4utrbq4/GzsrKoU6dOke0lJSVhbm6uloy0a9dOrUxiYiItW7ZUkiSATp06kZeXR1JSkpIotWzZkho1aihlXFxcyMzM5ObNm4X2LHqWWIsTGxtb7NLp5XmfAkXtUj527FiWrlxTTA0hhBCiYqlesy4lSZSEqCDVq1dX+6xSqcjLyyu2fMFcnQ0bNtC+fXu1awVJTevWrUlNTeXAgQMcPXqUgQMH4ubmVuLeP2WNLTMzE01NTc6dO1do+F5lWxSiPGPV1dWtkPsUKGqX8uTk5GdqSwghhBDPTxIlISqBgjlJubm5yjlTU1Pq16/P9evXGTx4cLF1DQ0N8fLywsvLi/79++Ph4cGdO3eoXbs21atXV2vzWTg5OZGbm8utW7fo3LlzqerY2dlx8+ZNfv31V6VnKCZGfcUne3t7wsLCePDggdKrFBUVhYaGBnZ2/7cCVVxcHH/99ZeSuJw+fRp9ff0iN4wrTaxaWlqleieOjo5EREQwfPjwZ7pPWWlraxfalbzgz4UQQghRGbxe/Umv31BDISqlunXroqury8GDB/n111+5f/8+kL/aW0hICCtXruTq1avEx8cTGhrK0qVLAVi6dClbt27lypUrXL16lR07dlCvXj1lnyALCwsiIiL45ZdfuHv37jPFZmtry+DBgxk6dCjffPMNqampREdHExISwr59+4qs8+abb9KkSROGDRvGxYsXiYqK4uOPPwb+r9t+8ODB6OjoMGzYMC5dusSxY8eYMGECQ4YMUZIryJ+n4+PjQ0JCAvv372fWrFn4+fkVmp9U2lgtLCzIzMwkIiKC27dv8/DhwyKfYdasWWzdupVZs2aRmJhIfHw8CxcufOZ3IoQQQlR1GipVuRxVhSRKQlQC1apVY+XKlaxfv5769evTp08fAHx9fdm4cSOhoaG0aNGCrl27EhYWpiwnbmBgwKJFi2jbti3Ozs6kpaWxf/9+JYlYsmQJR44cwdzcHCcnp2eOLzQ0lKFDhzJ58mTs7Ozw9PQkJiaGRo0aFVleU1OT3bt3k5mZibOzM76+vnz00UcA6OjoAFCjRg0OHTrEnTt3cHZ2pn///vTo0YPVq1ertdWjRw9sbGzo0qULXl5e/Otf/ypxSe+nxdqxY0fGjBmDl5cXJiYmLFq0qMh2XF1d2bFjB3v37qVVq1Z0796d6OjoZ34nQgghhKhaVI8fP378soMQQrz6oqKieOONN0hOTqZJkyYvO5wq4dKlitlAUAghRNXXvHnpN6h9VpvP/Vgu7Qxu07Bc2nnRpEdJCPFC7Nq1iyNHjpCWlsbRo0cZNWoUnTp1eq2SpOI29xVCCCGqIpWqfI6qQhZzEEK8EH/++SfTpk0jPT0dY2Nj3NzcWLJkycsOC8hPYHbv3k1sbOzLDuWprJuW/jeEyVcuVco6lTWuiqpTWeOqqDqVNa6KqvM89+i8IK7UdU5Mb/nM96msz/8q1KnouET5kkRJCPFCDB06lKFDh77sMIQQQghRTl63fZRk6J0Q4qVydXVlwoQJ+Pv7U6tWLUxNTdmwYQMPHjxg+PDhGBgYYG1tzYEDB5Q6ubm5+Pj4YGlpia6uLnZ2dqxYsUKt3cjISNq1a4eenh41a9akU6dO3Lhxg7CwMIKDg4mLi0OlUqFSqQgLCys2vs8//xwHBwe0tbUxMzPDz89PuXbv3j18fX0xMTHB0NCQ7t27ExdX+t8ACyGEEFWJRjkdVUVVilUI8YoKDw/H2NiY6OhoJkyYwNixYxkwYAAdO3bk/Pnz9OzZkyFDhihLeefl5dGwYUN27NhBQkICM2fO5D//+Q9fffUVAI8ePcLT05OuXbty8eJFTp06xahRo1CpVHh5eTF58mQcHBzIyMggIyMDLy+vIuNau3Yt48ePZ9SoUcTHx7N3716sra2V6wMGDODWrVscOHCAc+fO0bp1a3r06MGdO3de/EsTQgghxAslQ++EEC9dy5YtlX2WAgMDWbBgAcbGxowcORKAmTNnsnbtWi5evEiHDh2oXr06wcHBSn1LS0tOnTrFV199xcCBA/njjz+4f/8+vXr1UhaPsLe3V8rr6+tTrVo16tWrV2Jcc+fOZfLkyUyaNEk55+zsDMDJkyeJjo7m1q1bykaxixcvZvfu3Xz99deMGjWqTO8gKyuLrKwstXPZ2dllakMIIYR4kWTonRBCVDBHR0fla01NTerUqUOLFi2UcwUb0N66dUs598knn9CmTRtMTEzQ19fn008/JT09HYDatWvj7e2Nu7s7vXv3ZsWKFWRkZJQpplu3bvHzzz/To0ePIq/HxcWRmZlJnTp10NfXV47U1FRSUlLKdC+AkJAQjIyM1I6NGzeWuR0hhBDiRVGV01FVSI+SEOKlq169utpnlUqldq7gN1h5eXkAbNu2jSlTprBkyRJcXFwwMDDgv//9L2fOnFHqhIaGMnHiRA4ePMj27dv5+OOPOXLkCB06dChVTLq6uiVez8zMxMzMjMjIyELXatasWap7PCkwMJCAgAC1c8nJyWVuRwghhHhRXrceJUmUhBBVTlRUFB07dmTcuHHKuaJ6cZycnHByciIwMBAXFxe2bNlChw4d0NLSIjc3t8R7GBgYYGFhQUREBN26dSt0vXXr1vzyyy9Uq1YNCwuL534mbW1tZQhfAS0treduVwghhBDPRobeCSGqHBsbG86ePcuhQ4e4evUqM2bMICYmRrmemppKYGAgp06d4saNGxw+fJhr164p85QsLCxITU0lNjaW27dvF5obVCAoKIglS5awcuVKrl27xvnz51m1ahUAbm5uuLi44OnpyeHDh0lLS+OHH37go48+4uzZsy/+JQghhBAVTFa9E0KISm706NH07dsXLy8v2rdvz++//67Wu1SjRg2uXLlCv379sLW1ZdSoUYwfP57Ro0cD0K9fPzw8POjWrRsmJiZs3bq1yPsMGzaM5cuXs2bNGhwcHOjVqxfXrl0D8ocf7N+/ny5dujB8+HBsbW157733uHHjhjKnSgghhHiVFGyr8bxHVaF6/Pjx45cdhBBCiMIuXZKd1oUQQpRO8+bNX/g9dl38pVzaedex5FVnKwvpURJCiBcgMjISlUrFvXv3AAgLC3umRR6EEEKIykJWvRNCiFdIZGSk2mIMOjo6WFlZMWnSpDLvdfQy6NRtUuqyf9/KX9DCumnpf6uYfOXSC69TEfeozHUqa1wVVaeyxlVRdSo6rgkRf5S6zqoehi88tsr6famoOhUd14tWhUbNlQtJlIQQVUJ2dvZzrQKXlJSEoaEhf/31F99++y1jx46lSZMmxe6TJIQQQojXmwy9E+I14erqyoQJE/D396dWrVqYmpqyYcMGHjx4wPDhwzEwMMDa2poDBw6o1bt06RJvvfUW+vr6mJqaMmTIEG7fvv3c7R4/fpx27dqhra2NmZkZ06dP59GjR2rt+vn54e/vj7GxMe7u7owYMYJevXqptZOTk0PdunX57LPPSnz+unXrUq9ePSwtLZk4cSKWlpacP3++xDpRUVG4urpSo0YNatWqhbu7O3fv3gXy93QKCQnB0tISXV1dWrZsyddff11ie0IIIURVpoGqXI6qQhIlIV4j4eHhGBsbEx0dzYQJExg7diwDBgygY8eOnD9/np49ezJkyBAePnwIwL179+jevTtOTk6cPXuWgwcP8uuvvzJw4MDnavenn37i7bffxtnZmbi4ONauXctnn33G3LlzC7WrpaVFVFQU69atw9fXl4MHD5KRkaGU+e6773j48CFeXl6legePHz/m4MGDpKen0759+2LLxcbG0qNHD5o1a8apU6c4efIkvXv3VvZfCgkJYdOmTaxbt47Lly/zwQcf8O9//5vjx4+XKg4hhBCiqlGpyueoKmTonRCvkZYtW/Lxxx8DEBgYyIIFCzA2NmbkyJEAzJw5k7Vr13Lx4kU6dOjA6tWrcXJyYv78+Uobn3/+Oebm5ly9ehVbW9tnanfNmjWYm5uzevVqVCoVTZs25eeff2batGnMnDkTDY383+HY2NiwaNEitWews7Pjiy++YOrUqQCEhoYyYMAA9PX1S3z2hg0bApCVlUVeXh6zZ8+mS5cuxZZftGgRbdu2Zc2aNco5BwcHpY358+dz9OhRXFxcALCysuLkyZOsX7+erl27lhhLUbKysgrt55SdnY1OmVsSQgghRHmQHiUhXiOOjo7K15qamtSpU4cWLVoo5wr2/7l16xYAcXFxHDt2DH19feVo2rQpACkpKc/cbmJiIi4uLmp7KXTq1InMzEx+/PFH5VybNm0KPYOvry+hoaEA/Prrrxw4cIARI0Y89dlPnDhBbGwssbGxbNy4kfnz57N27dpiyxf0KBUlOTmZhw8f8uabb6q9m02bNqm9l7IICQnByMhI7di4ceMztSWEEEK8CKpy+q+qkB4lIV4j1atXV/usUqnUzhUkLnl5eQBkZmbSu3dvFi5cWKgtMzOzZ263tPT09AqdGzp0KNOnT+fUqVP88MMPWFpa0rlz56e2ZWlpqSzP7eDgwJkzZ5g3bx5jx44tsryurm6xbWVmZgKwb98+GjRooHZNW1v7qbEUJTAwkICAALVzycnJz9SWEEII8SJUpWFz5UESJSFEsVq3bs3OnTuxsLCgWrXy++vC3t6enTt38vjxYyWJioqKwsDAQBkiV5w6derg6elJaGgop06dYvjw4c8Ug6amJn/99Vex1x0dHYmIiCA4OLjQtWbNmqGtrU16evozDbMrira2dqEk63lW+RNCCCHKW1VaiKE8yNA7IUSxxo8fz507dxg0aBAxMTGkpKRw6NAhhg8frixq8CzGjRvHzZs3mTBhAleuXGHPnj3MmjWLgIAAZX5SSXx9fQkPDycxMZFhw4aV6p63bt3il19+4caNG+zYsYMvvviCPn36FFs+MDCQmJgYxo0bx8WLF7ly5Qpr167l9u3bGBgYMGXKFD744APCw8NJSUnh/PnzrFq1ivDw8FK/ByGEEEJUXtKjJIQoVv369YmKimLatGn07NmTrKwsGjdujIeHR6kSmuI0aNCA/fv38+GHH9KyZUtq166Nj4+PsiDE07i5uWFmZoaDgwP169cvVR07OzsAqlWrhrm5OaNHjyYoKKjY8ra2thw+fJj//Oc/tGvXDl1dXdq3b8+gQYMAmDNnDiYmJoSEhHD9+nVq1qxJ69at+c9//lOqeIQQQoiq5nUbeqd6/Pjx45cdhBBClEVmZiYNGjQgNDSUvn37vuxwXphLlypmp3UhhBBVX/PmzV/4PQ4n/lYu7fS0NymXdl406VESQlQZeXl53L59myVLllCzZk3+9a9/veyQhBBCCPGKkkRJCFFlpKenY2lpScOGDQkLCyvXBSaelbe3N/fu3WP37t0vpH3rpqX/DWHylUuVsk5ljet56+ibWZeqfGZGcoXGVdnqVHRcZpZNS10nI/XKC4+tsn5fnqzTeUFcqeucmN6yTPepCs//Kn3/X7SqtLR3eXj5P2UIIUQpWVhYIKOFhRBCiJdD4/XKk2TVOyFExXB1dWXChAn4+/tTq1YtTE1N2bBhAw8ePGD48OEYGBhgbW3NgQMHlDrHjx+nXbt2aGtrY2ZmxvTp03n06JFamxMnTmTq1KnUrl2bevXqFVqgIT09nT59+qCvr4+hoSEDBw7k119/VSvz7bff4uzsjI6ODsbGxrz77rsAzJ49u8gx361atWLGjBkEBQURHh7Onj17UKlUqFQqIiMjAbh58yYDBw6kZs2a1K5dmz59+pCWllY+L1MIIYQQL5wkSkKIChMeHo6xsTHR0dFMmDCBsWPHMmDAADp27Mj58+fp2bMnQ4YM4eHDh/z000+8/fbbODs7ExcXx9q1a/nss8+YO3duoTb19PQ4c+YMixYtYvbs2Rw5cgTIn9PUp08f7ty5w/Hjxzly5AjXr1/Hy8tLqb9v3z7effdd3n77bS5cuEBERATt2rUDYMSIESQmJhITE6OUv3DhAhcvXmT48OFMmTKFgQMH4uHhQUZGBhkZGXTs2JGcnBzc3d0xMDDgxIkTREVFoa+vj4eHB9nZ2RXwpoUQQojypyqn/6oKGXonhKgwLVu2VJYADwwMZMGCBRgbGzNy5EgAZs6cydq1a7l48SLffvst5ubmrF69GpVKRdOmTfn555+ZNm0aM2fOVJYnd3R0ZNasWQDY2NiwevVqIiIiePPNN4mIiCA+Pp7U1FTMzc0B2LRpEw4ODsTExODs7My8efN477331DaWbdkyfwx+w4YNcXd3JzQ0FGdnZwBCQ0Pp2rUrVlZWAOjq6pKVlUW9evWU+l9++SV5eXls3LhR2VA3NDSUmjVrEhkZSc+ePQu9m6ysLLKystTOSVIlhBCiMnndlgeXHiUhRIVxdHRUvtbU1KROnTq0aNFCOWdqagrkbw6bmJiIi4uLkmgAdOrUiczMTH788cci2wQwMzPj1q1bACQmJmJubq4kSQDNmjWjZs2aJCYmAhAbG0uPHj2KjXnkyJFs3bqVv//+m+zsbLZs2cKIESNKfM64uDiSk5MxMDBAX18ffX19ateuzd9//01KSkqRdUJCQjAyMlI7Nm7cWOJ9hBBCCPHiSI+SEKLCVK9eXe2zSqVSO1eQFOXl5T1Xm2Wpr6urW+L13r17o62tza5du9DS0iInJ4f+/fuXWCczM5M2bdqwefPmQtdMTIreOyIwMJCAgAC1c8nJyU+JXgghhKg4VWnYXHmQREkIUSnZ29uzc+dOHj9+rCRQUVFRGBgY0LBhw1K3cfPmTW7evKn0KiUkJHDv3j2aNWsG5PdIRUREMHz48CLbqFatGsOGDSM0NBQtLS3ee+89teRKS0uL3NxctTqtW7dm+/bt1K1bF0NDw1LFqq2tjba2tto5LS2tUtUVQgghKoKseieEEJXAuHHjuHnzJhMmTODKlSvs2bOHWbNmERAQoMxPeho3NzdatGjB4MGDOX/+PNHR0QwdOpSuXbvStm1bAGbNmsXWrVuZNWsWiYmJxMfHs3DhQrV2fH19+f777zl48GChYXcWFhZcvHiRpKQkbt++TU5ODoMHD8bY2Jg+ffpw4sQJUlNTiYyMZOLEiWrDBoUQQoiq5HVbzEESJSFEpdSgQQP2799PdHQ0LVu2ZMyYMfj4+CiLQZSGSqViz5491KpViy5duuDm5oaVlRXbt29Xyri6urJjxw727t1Lq1at6N69O9HR0Wrt2NjY0LFjR5o2bUr79u3Vro0cORI7Ozvatm2LiYkJUVFR1KhRg//97380atSIvn37Ym9vj4+PD3///Xepe5iEEEII8XKpHsvujUIIUaLHjx9jY2PDuHHjCs0jepEuXaqYndaFEEJUfUXt+1feTl67Wy7tvGFTq1zaedGkR0kIUekFBQXRqlWrUpdPS0tDpVIRGxtbbJnIyEhUKhX37t0rsa3ffvuN1atX88svvxQ7j6k4FhYWLF++XPmsUqnYvXt3mdoQQgghKgtVOR1VhSzmIIR45Zibm5ORkYGxsfFzt1W3bl2MjY359NNPqVWr4n8DZt209L8hTL5yqVLWqaxxPW8dKzuHUpW/nnS5QuOqbHUqa1wVVaeyxvVknSZ2pa+TkpRfx3nkl6UqH7Ph388c16tQp6LjEuVLEiUhxCtHU1NTbQPY5yGjk4UQQoh8Gq/ZjrMy9E4IUWqurq5MmDABf39/atWqhampKRs2bODBgwcMHz4cAwMDrK2tOXDgAJCfZFhbW7N48WK1dmJjY1GpVMo+Qffu3cPX1xcTExMMDQ3p3r07cXFxxcaRl5fH7NmzadiwIdra2rRq1YqDBw8q14saerd//35sbW3R1dWlW7dupKWlPfV57927x+jRozE1NUVHR4fmzZvz3XffKddPnjxJ586d0dXVxdzcnIkTJ/LgwYPSvEohhBCiynndht5JoiSEKJPw8HCMjY2Jjo5mwoQJjB07lgEDBtCxY0fOnz9Pz549GTJkCA8fPkSlUjFixAhCQ0PV2ggNDaVLly5YW1sDMGDAAG7dusWBAwc4d+4crVu3pkePHty5c6fIGFasWMGSJUtYvHgxFy9exN3dnX/9619cu3atyPI3b96kb9++9O7dm9jYWHx9fZk+fXqJz5mXl8dbb71FVFQUX375JQkJCSxYsABNTU0AUlJS8PDwoF+/fly8eJHt27dz8uRJ/Pz8yvpKhRBCCFEJSaIkhCiTli1b8vHHH2NjY0NgYCA6OjoYGxszcuRIbGxsmDlzJr///jsXL14EwNvbm6SkJGXJ7ZycHLZs2aLsR3Ty5Emio6PZsWMHbdu2xcbGhsWLF1OzZk2+/vrrImNYvHgx06ZN47333sPOzo6FCxfSqlUrtYUTnrR27VqaNGnCkiVLsLOzY/DgwXh7e5f4nEePHiU6OppvvvmGN998EysrK3r16sVbb70FQEhICIMHD8bf319ZPnzlypVs2rSJv//+u8zvNSsriz/++EPtyM7OLnM7QgghxAvzmnUpSaIkhCgTR0dH5WtNTU3q1KlDixYtlHOmpqYA3Lp1C4D69evzzjvv8PnnnwPw7bffkpWVxYABAwCIi4sjMzOTOnXqoK+vrxypqamkpKQUuv8ff/zBzz//TKdOndTOd+rUicTExCJjTkxMLLT/kYuLS4nPGRsbS8OGDbG1tS3yelxcHGFhYWoxu7u7k5eXR2pqaoltFyUkJAQjIyO1Y+PGjWVuRwghhHhRXrcNZ2UxByFEmVSvXl3ts0qlUjun+v8TPfPy8pRzvr6+DBkyhGXLlhEaGoqXlxc1atQAIDMzEzMzMyIjIwvdq2bNmuX/AKWkq6tb4vXMzExGjx7NxIkTC11r1KhRme8XGBhYaI+mgjlcQgghhKh4kigJIV64t99+Gz09PdauXcvBgwf53//+p1xr3bo1v/zyC9WqVcPCwuKpbRkaGlK/fn2ioqLo2rWrcj4qKop27doVWcfe3p69e/eqnTt9+nSJ93F0dOTHH3/k6tWrRfYqtW7dmoSEBGWe1fPS1tZGW1tb7ZyWlla5tC2EEEKUh9ds0TsZeieEePE0NTXx9vYmMDAQGxsbtWFvbm5uuLi44OnpyeHDh0lLS+OHH37go48+4uzZs0W29+GHH7Jw4UK2b99OUlIS06dPJzY2lkmTJhVZfsyYMVy7do0PP/yQpKQktmzZQlhYWIkxd+3alS5dutCvXz+OHDlCamoqBw4cUFbXmzZtGj/88AN+fn7ExsZy7do19uzZI4s5CCGEeGW9ZlOUJFESQlQMHx8fsrOzGT58uNp5lUrF/v376dKlC8OHD8fW1pb33nuPGzduKPOd/mnixIkEBAQwefJkWrRowcGDB9m7dy82NjZFlm/UqBE7d+5k9+7dtGzZknXr1jF//vynxrxz506cnZ0ZNGgQzZo1Y+rUqeTm5gL5PU7Hjx/n6tWrdO7cGScnJ2bOnEn9+vXL+GaEEEKIKuI1y5RUj2U3RSFEBThx4gQ9evTg5s2bxSZAQt2lS7LTuhBCiNJp3rz5C79HTOr9cmnH2dKoXNp50aRHSQjBp59+irm5ORoaGixfvpygoCBatWqlXPf29sbT0/OZ2s7KyuLHH38kKCiIAQMGFEqSXF1d8ff3L7ENCwuLYpf+rqwiIyNRqVTcu3cPgLCwsJe6OIUQQgjxvGTVOyHEa+WPP/7Az8+PpUuX0q9fP4yMjMjLy2PChAnl0v7WrVvx8fGhVatWbNq0qVzafB6RkZF069aNu3fvVonExbpp6X9DmHzlUqWsU1njqqg6lTWuiqpTUN68SbNS3+NmSsILj6ui6lTWuCqqTkF553FF74tXlJg1/V94XBVVp6LjetFet8UcJFES4jWXnp5OTk4O77zzDmZmZsp5fX3952o3OzsbLS0tvL29n7q5qxBCCCFEZSND74SoJFxdXZkwYQL+/v7UqlULU1NTNmzYwIMHDxg+fDgGBgZYW1tz4MABAB4/foy1tTWLFy9Wayc2NhaVSqXswZOenk6fPn3Q19fH0NCQgQMH8uuvvwL5w8EKNou1srJCpVKRlpZWaOhdgeDgYExMTDA0NGTMmDFkZ2erxe/n54e/vz/Gxsa4u7sDcPz4cdq1a4e2tjZmZmZMnz6dR48eqbX76NEj/Pz8MDIywtjYmBkzZlDS9MmlS5fSokUL9PT0MDc3Z9y4cWRmZirXb9y4Qe/evalVqxZ6eno4ODiwf/9+0tLS6NatGwC1atVCpVKVmMRFRUXh6upKjRo1qFWrFu7u7ty9exfI3ycqJCQES0tLdHV1admyJV9/XfrfmAohhBBVzWu2loMkSkJUJuHh4RgbGxMdHc2ECRMYO3YsAwYMoGPHjpw/f56ePXsyZMgQHj58iEqlYsSIEYSGhqq1ERoaSpcuXbC2tiYvL48+ffpw584djh8/zpEjR7h+/TpeXl4AeHl5cfToUQCio6PJyMjA3Ny8yNgiIiJITEwkMjKSrVu38s033xAcHFwofi0tLaKioli3bh0//fQTb7/9Ns7OzsTFxbF27Vo+++wz5s6dW6hetWrViI6OZsWKFSxdupSNGzcW+540NDRYuXIlly9fJjw8nO+//56pU6cq18ePH09WVhb/+9//iI+PZ+HChejr62Nubs7OnTsBSEpKIiMjgxUrVhR5j9jYWHr06EGzZs04deoUJ0+epHfv3sqqdyEhIWzatIl169Zx+fJlPvjgA/79739z/PjxYuMWQgghqrTXLFOSoXdCVCItW7bk448/BiAwMJAFCxZgbGzMyJEjAZg5cyZr167l4sWLdOjQAW9vb2bOnEl0dDTt2rUjJyeHLVu2KL1MERERxMfHk5qaqiRAmzZtwsHBgZiYGJydnalTpw4AJiYm1KtXr9jYtLS0+Pzzz6lRowYODg7Mnj2bDz/8kDlz5qChkf87FxsbGxYtWqTU+eijjzA3N2f16tWoVCqaNm3Kzz//zLRp05g5c6ZSz9zcnGXLlqFSqbCzsyM+Pp5ly5Ypz/1PTy7+YGFhwdy5cxkzZgxr1qwB8nvR+vXrp9ZbVqB27doA1K1bt8Q5SosWLaJt27ZKmwAODg5A/gIV8+fP5+jRo8qeUFZWVpw8eZL169erbYRbWllZWWRlZamde7LHTgghhBAVS3qUhKhEHB0dla81NTWpU6eO8sM+oKwYd+vWLQDq16/PO++8w+effw7At99+S1ZWFgMGDAAgMTERc3NztV6iZs2aUbNmTRITE8sUW8uWLalRo4by2cXFhczMTG7evKmca9OmjVqdxMREXFxcUD0x+7NTp05kZmby448/Kuc6dOigVsbFxYVr164pvTf/dPToUXr06EGDBg0wMDBgyJAh/P777zx8+BDI32dp7ty5dOrUiVmzZnHx4sUyPSv8X49SUZKTk3n48CFvvvkm+vr6yrFp0yZSUlLKfC/I76EyMjJSO0rqVRNCCCEq2stc9e6TTz7BwsICHR0d2rdvT3R0dLFlN2zYQOfOnalVqxa1atXCzc2txPLFkURJiEqkevXqap9VKpXauYJkIi8vTznn6+vLtm3b+OuvvwgNDcXLy0stoalIenp6L/weaWlp9OrVC0dHR3bu3Mm5c+f45JNPgP/rgfH19eX69esMGTKE+Ph42rZty6pVq8p0H11d3WKvFcyH2rdvH7GxscqRkJDwzPOUAgMDuX//vtrh6+v7TG0JIYQQL4JKVT5HWW3fvp2AgABmzZrF+fPnadmyJe7u7sovjv8pMjKSQYMGcezYMU6dOoW5uTk9e/bkp59+KtN9JVESoop7++230dPTY+3atRw8eJARI0Yo1+zt7bl586Zar09CQgL37t2jWbPSL9ULEBcXx19//aV8Pn36tDLvpzj29vacOnVKbWGGqKgoDAwMaNiwoXLuzJkzavVOnz6NjY0Nmpqahdo8d+4ceXl5LFmyhA4dOmBra8vPP/9cqJy5uTljxozhm2++YfLkyWzYsAHIH0IIFNtbVcDR0ZGIiIgirzVr1gxtbW3S09OxtrZWO0p6HyXR1tbG0NBQ7SiIVQghhHidLV26lJEjRzJ8+HCaNWvGunXrqFGjhjKi5p82b97MuHHjaNWqFU2bNmXjxo3k5eUV++96cSRREqKK09TUxNvbm8DAQGxsbJQ5MwBubm60aNGCwYMHc/78eaKjoxk6dChdu3albdu2ZbpPdnY2Pj4+JCQksH//fmbNmoWfn58yz6go48aN4+bNm0yYMIErV66wZ88eZs2aRUBAgFq99PR0AgICSEpKYuvWraxatYpJkyYV2aa1tTU5OTmsWrWK69ev88UXX7Bu3Tq1Mv7+/hw6dIjU1FTOnz/PsWPHsLe3B6Bx48aoVCq+++47fvvtN7XV8p4UGBhITEwM48aN4+LFi1y5coW1a9dy+/ZtDAwMmDJlCh988AHh4eGkpKRw/vx5Vq1aRXh4eJneqxBCCFFVlNdaDllZWfzxxx9qxz/n6RbIzs7m3LlzuLm5Kec0NDRwc3Pj1KlTpYr74cOH5OTkKPOUS0sSJSFeAT4+PmRnZzN8+HC18yqVij179lCrVi26dOmCm5sbVlZWbN++vcz36NGjBzY2NnTp0gUvLy/+9a9/ERQUVGKdBg0asH//fqKjo2nZsiVjxozBx8dHWbCiwNChQ/nrr79o164d48ePZ9KkSYwaNarINlu2bMnSpUtZuHAhzZs3Z/PmzYSEhKiVyc3NZfz48djb2+Ph4YGtra2yKEODBg0IDg5m+vTpmJqa4ufnV+R9bG1tOXz4MHFxcbRr1w4XFxf27NlDtWr5a+DMmTOHGTNmEBISotxn3759WFpaluZ1CiGEEFVPOWVKRc3L/ee/5QVu375Nbm6uMk+7gKmpKb/88kupwp42bRr169dXS7ZK9biPS9qsRAhRJZw4cYIePXpw8+bNQn+RiKrr0qWK2WldCCFE1de8efMXfo+LN4sehVFWdnWrF+pB0tbWRltbu1DZn3/+mQYNGvDDDz+ojZqZOnUqx48fLzR8/58WLFjAokWLiIyMVFs0qzRkeXAhqrCsrCx+++03goKCGDBggCRJpeDt7c29e/fYvXv3yw5FCCGEeC0VlxQVxdjYGE1NTX799Ve187/++muJ25oALF68mAULFnD06NEyJ0kgiZIQVdrWrVvx8fGhVatWbNq06WWHUyWsWLGC8uxIt7CwwN/fX21vp/Jk3bT0vyFMvnKpUtaprHFVVJ3KGldF1Skob2XnUOp7XE+6/MLjqqg6lTWuiqpTUL6xTekXELpxLQEA5yHrnlLy/8R8MaZMcT0Z26v0/X/RnmXFuuelpaVFmzZtiIiIwNPTE0BZmKG44fOQvx/ivHnzOHToUJnnZReQREmIKszb2xtvb++XHUaVkJubi0qlwsjI6GWHIoQQQlRJLyFPAiAgIIBhw4bRtm1b2rVrx/Lly3nw4IEyN3vo0KE0aNBAmee0cOFCZs6cyZYtW7CwsFDmMhXse1haspiDEKJScnV1xc/PDz8/P4yMjDA2NmbGjBlKb1BWVhZTpkyhQYMG6Onp0b59eyIjI5X6YWFh1KxZk71796ot5+3t7a38Rgryfyu1aNEirK2t0dbWplGjRsybNw+A7t27F/pt1W+//YaWlhYRERG4urpy48YNPvjgA1QqldqmuSdPnqRz587o6upibm7OxIkTefDgwYt7YUIIIcQrysvLi8WLFzNz5kxatWpFbGwsBw8eVKYcpKenk5GRoZRfu3Yt2dnZ9O/fHzMzM+VYvHhxme4riZIQotIKDw+nWrVqREdHs2LFCpYuXcrGjRsB8PPz49SpU2zbto2LFy8yYMAAPDw8uHbtmlL/4cOHLFy4kI0bN3L58mXq1q1b6B6BgYEsWLCAGTNmkJCQwJYtW5S/eH19fdmyZYvahNMvv/ySBg0a0L17d7755hsaNmzI7NmzycjIUP6STklJwcPDg379+nHx4kW2b9/OyZMnSxwiIIQQQlR65bU++DPw8/Pjxo0bZGVlcebMGdq3b69ci4yMJCwsTPmclpbG48ePCx1PW633n2TonRCi0jI3N2fZsmWoVCrs7OyIj49n2bJluLu7ExoaSnp6OvXr1wdgypQpHDx4kNDQUObPnw9ATk4Oa9asoWXLlkW2/+eff7JixQpWr17NsGHDAGjSpAlvvPEGAH379sXPz489e/YwcOBAIL+nytvbG5VKRe3atdHU1MTAwEBtQmlISAiDBw9W5i3Z2NiwcuVKunbtytq1a9HR0SkUS1ZWVqEVgLKzs5/j7QkhhBDlS/XSBt+9HNKjJISotDp06KA2nM3FxYVr164RHx9Pbm4utra2ynhjfX19jh8/TkpKilJeS0urxFVuEhMTycrKokePHkVe19HRYciQIcrO3+fPn+fSpUtPnRcWFxdHWFiYWmzu7u7k5eWRmppaZJ2i9pQo6D0TQgghRMWTHiUhRJWTmZmJpqYm586dQ1NTU+3ak5M0dXV11RKtf9LV1X3qvXx9fWnVqhU//vgjoaGhdO/encaNGz81vtGjRzNx4sRC1xo1alRkncDAQAICAtTOJScnPzU+IYQQoqK8jFXvXiZJlIQQldY/N5E7ffo0NjY2ODk5kZuby61bt+jcufMzt29jY4Ouri4RERH4+voWWaZFixa0bduWDRs2sGXLFlavXq12XUtLi9zcXLVzrVu3JiEhAWtr61LHUtSeElpaWqWuL4QQQrxor1meJEPvhBCVV3p6OgEBASQlJbF161ZWrVrFpEmTsLW1ZfDgwQwdOpRvvvmG1NRUoqOjCQkJYd++faVuX0dHh2nTpjF16lQ2bdpESkoKp0+f5rPPPlMr5+vry4IFC3j8+DHvvvuu2jULCwv+97//8dNPP3H79m0Apk2bxg8//ICfnx+xsbFcu3aNPXv2yGIOQgghRBUiPUpCiEpr6NCh/PXXX7Rr1w5NTU0mTZrEqFGjAAgNDWXu3LlMnjyZn376CWNjYzp06ECvXr3KdI8ZM2ZQrVo1Zs6cyc8//4yZmRljxoxRKzNo0CD8/f0ZNGhQoYUYZs+ezejRo2nSpAlZWVk8fvwYR0dHjh8/zkcffUTnzp15/PgxTZo0wcvL6/leiBBCCPEyvWZdSqrH5blFvRBCFMHCwgJ/f39lFbjScHV1pVWrVixfvvyFxVVaaWlpNGnShJiYGFq3bl3qet7e3ty7d4/du3cDZX+mS5cqZqd1IYQQVV/z5s1f+D2uZDwsl3aamtUol3ZeNOlREkKIYuTk5PD777/z8ccf06FDhzIlSUIIIcSrRhZzEEIIAUBUVBTdunXD1taWr7/++qXEYN209L8hTL5yqVLWKShvaetQ6nukXr38wuOqqDqVNa6KqlNZ46qoOpU1roqqU9FxOX9Q+nmqMcveeeGxVfTzi/IlizkIIZ6Lq6srfn5++Pn5YWRkhLGxMTNmzKCkUb1Lly6lRYsW6OnpYW5uzrhx48jMzFSu37hxAwMDA8LDw9HT08PBwYH9+/cD+btvq1QqDh06hJOTE7q6unTv3p1bt25x4MAB7O3tMTQ05P333+fhw/8bInDw4EHeeOMNatasSZ06dejVq5fanktF6dKlCwsXLiQ3N5e2bdvSqFEj5s2bp1y/efMmAwcOpGbNmtSuXZs+ffqQlpb2jG9SCCGEqNxU5XRUFZIoCSGeW3h4ONWqVSM6OpoVK1awdOnSEjdL1dDQYOXKlVy+fJnw8HC+//57pk6dqlwfP348WVlZ/O9//yM+Pp6FCxeq7Y8EEBQUxOrVq/nhhx+UhGX58uVs2bKFffv2cfjwYVatWqWUf/DgAQEBAZw9e5aIiAg0NDR49913ycvLKzbOwMBAFixYwIwZM0hISGDLli2YmpoC+cPy3N3dMTAw4MSJE0RFRaGvr4+HhwfZ2dnP+iqFEEKIyus1y5Rk6J0Q4rmZm5uzbNkyVCoVdnZ2xMfHs2zZMkaOHFlk+ScXdbCwsGDu3LmMGTOGNWvWAPnLgvfr148WLVoAYGVlVaiNuXPn0qlTJwB8fHwIDAwkJSVFKdu/f3+OHTvGtGnTAOjXr59a/c8//xwTExMSEhKKnAD7559/smLFClavXs2wYcMAaNKkCW+88QYA27dvJy8vj40bNyqb2oaGhlKzZk0iIyPp2bNn6V6eEEIIISol6VESQjy3Dh06KMkCgIuLC9euXSu0EWuBo0eP0qNHDxo0aICBgQFDhgzh999/V4bKTZw4UUmEZs2axcWLFwu14ejoqHxtampKjRo11BIqU1NTbt26pXy+du0agwYNwsrKCkNDQywsLID8pKwoiYmJZGVl0aNHjyKvx8XFkZycjIGBAfr6+ujr61O7dm3+/vvvpw7pK0pWVhZ//PGH2iE9U0IIISoTVTn9V1VIoiSEqFBpaWn06tULR0dHdu7cyblz5/jkk08AlMTA19eX69evM2TIEOLj42nbtq3aMDqA6tWrK1+rVCq1zwXnnhxW17t3b+7cucOGDRs4c+YMZ86cUbvnP+nq6pb4HJmZmbRp04bY2Fi14+rVq7z//vulfBv/JyQkBCMjI7WjpOGLQgghREVTqcrnqCokURJCPLeCpKPA6dOnsbGxQVNTs1DZc+fOkZeXx5IlS+jQoQO2trb8/PPPhcqZm5szZswYvvnmGyZPnsyGDRueOb7ff/+dpKQkPv74Y3r06IG9vT13794tsY6NjQ26urpEREQUeb1169Zcu3aNunXrYm1trXYYGRmVOcbAwEDu37+vdvj6+pa5HSGEEEKUD0mUhBDPLT09nYCAAJKSkti6dSurVq1i0qRJRZa1trYmJyeHVatWcf36db744gvWrVunVsbf359Dhw6RmprK+fPnOXbsGPb29s8cX61atahTpw6ffvopycnJfP/99wQEBJRYR0dHh2nTpjF16lQ2bdpESkoKp0+f5rPPPgNg8ODBGBsb06dPH06cOEFqaiqRkZFMnDiRH3/8scwxamtrY2hoqHZoaWk90/MKIYQQL8JrtpaDLOYghHh+Q4cO5a+//qJdu3ZoamoyadIkRo0aVWTZli1bsnTpUhYuXEhgYCBdunQhJCSEoUOHKmVyc3MZP348P/74I4aGhnh4eLBs2bJnjk9DQ4Nt27YxceJEmjdvjp2dHStXrsTV1bXEejNmzKBatWrMnDmTn3/+GTMzM8aMGQNAjRo1+N///se0adPo27cvf/75Jw0aNKBHjx4YGho+c6xCCCFEpVWVspxyIImSEOK5Va9eneXLl7N27doir/9zb6EPPviADz74QO3ckCFDlK//OR/pSa6uroX2aPL29sbb21vtXFBQEEFBQcpnNzc3EhIS1MqUtNcT5CdYH330ER999FGR1+vVq0d4eHix9cPCwtQ+R0ZGlng/IYQQQlQeqsdP+0lBiErGwsICf39/tSWmRb7IyEi6devG3bt3qVmzZpFlwsLC8Pf35969e6VuNy0tDUtLSy5cuECrVq3Urrm6utKqVSuWL1/+zHE/SaVSsWvXLjw9PYstU9pnKE1bL9KT9y/pHRbn0iXZaV0IIUTpFLXVRXm7/tvf5dKOlYlOubTzoskcJSEqocjISFQqVZmSGYCOHTuSkZHxTIsJVCVeXl5cvXpV+RwUFFRk8pGRkcFbb71VgZEJIYQQr67XbdU7GXonxCtES0uLevXqVeg9K3o4WU5ODrq6uk9dvhuo8HfxIlg3Lf1vCJOvXKqUdSprXBVVp7LGVVF1KmtcFVWnssZVUXUqa1xP1nEesu4pJf9PzBdjynSfin6WF60K5TjlQnqURKXi6uqKn58ffn5+GBkZYWxszIwZM0qcS7J06VJatGiBnp4e5ubmjBs3jszMTOX6jRs36N27N7Vq1UJPTw8HBwf2798P/F/PzaFDh3ByckJXV5fu3btz69YtDhw4gL29PYaGhrz//vvKZqgABw8e5I033qBmzZrUqVOHXr16Fdpk9Mcff2TQoEHUrl0bPT092rZty5kzZ0hLS0NDQ4OzZ8+qlV++fDmNGzfm+vXrdOvWDchfrU2lUinzb7Kyspg4cSJ169ZFR0eHN954g5iYGKWNonqiwsLCaNSoETVq1ODdd9/l999/f+r3ITo6GicnJ3R0dGjbti0XLlwoVObSpUu89dZb6OvrY2pqypAhQ7h9+7Zy3dXVlYkTJzJ16lRq165NvXr11OYMQf4msF26dEFHR4dmzZpx5MgRtetpaWmoVCq2b99O165d0dHRYfPmzYSFhSlDC8PCwggODiYuLg6VSoVKpVLmBqlUKnbv3v3U70lxnlZ+z549tG7dGh0dHaysrAgODubRo0dPfb9CCCGEqPwkURKVTnh4ONWqVSM6OpoVK1awdOnSEjfe1NDQYOXKlVy+fJnw8HC+//57pk6dqlwfP348WVlZ/O9//yM+Pp6FCxeir6+v1kZQUBCrV6/mhx9+4ObNmwwcOJDly5ezZcsW9u3bx+HDh9UWGHjw4AEBAQGcPXuWiIgINDQ0ePfdd5UNTjMzM+natSs//fQTe/fuJS4ujqlTp5KXl4eFhQVubm6EhoaqxRAaGoq3tzeNGzdm586dACQlJZGRkcGKFSsAmDp1Kjt37iQ8PJzz589jbW2Nu7s7d+7cKfLdnDlzBh8fH/z8/IiNjaVbt27MnTu3xPefmZlJr169aNasGefOnSMoKIgpU6aolbl37x7du3fHycmJs2fPcvDgQX799VcGDhyoVi48PBw9PT3OnDnDokWLmD17tpIM5eXl0bdvX7S0tDhz5gzr1q1j2rRpRcY0ffp0Jk2aRGJiIu7u7mrXvLy8mDx5Mg4ODmRkZJCRkYGXl1eRz1Xc96S491BS+RMnTjB06FAmTZpEQkIC69evJywsjHnz5pX4foUQQogq6zVbH1yG3olKx9zcnGXLlqFSqbCzsyM+Pp5ly5YxcuTIIss/uaiDhYUFc+fOZcyYMaxZswbI3+OnX79+tGjRAgArK6tCbcydO5dOnToB4OPjQ2BgICkpKUrZ/v37c+zYMeUH+X79+qnV//zzzzExMSEhIYHmzZuzZcsWfvvtN2JiYqhduzaQv39QAV9fX8aMGcPSpUvR1tbm/PnzxMfHs2fPHjQ1NZU6devWVXpOHjx4wNq1awkLC1Pm3WzYsIEjR47w2Wef8eGHHxZ6rhUrVuDh4aEkjra2tvzwww8cPHiwuNfPli1byMvL47PPPkNHRwcHBwd+/PFHxo4dq5RZvXo1Tk5OzJ8/X+0dmJubc/XqVWxtbQFwdHRk1qxZQP4GrqtXryYiIoI333yTo0ePcuXKFQ4dOkT9+vUBmD9/fpFzivz9/enbt2+R8erq6qKvr0+1atVKHGr3tO9JWcsHBwczffp0hg0bBuT/uZozZw5Tp05VnlkIIYR4laiqUpZTDqRHSVQ6HTp0QPXETD8XFxeuXbtGbm5ukeWPHj1Kjx49aNCgAQYGBgwZMoTff/9dGSo3ceJEJRGaNWsWFy9eLNSGo6Oj8rWpqSk1atRQS6hMTU25deuW8vnatWsMGjQIKysrDA0NsbCwAPKTMoDY2FicnJyUH7D/ydPTE01NTXbt2gXkDx/r1q2b0k5RUlJSyMnJURI6yF+Wu127diQmJhZZJzExkfbt26udc3FxKfYeBXUcHR3R0fm/FWn+WScuLo5jx46hr6+vHE2bNlXiLPDkewUwMzNT3mNiYiLm5uZKklRSbG3bti0x5tJ42vekrOXj4uKYPXu22jsYOXIkGRkZasM0SysrK4s//vhD7cjOzi5zO0IIIYQoH5IoiSotLS2NXr164ejoyM6dOzl37hyffPIJgPJDpq+vL9evX2fIkCHEx8fTtm3bQvv0VK9eXflapVKpfS449+QQrd69e3Pnzh02bNjAmTNnlHkrBfd82kIDWlpaDB06lNDQULKzs9myZQsjRox4xrdQ8TIzM+nduzexsbFqR8GcowJPe4+lpaen99wxl2bxh7KUz8zMJDg4WO354+PjuXbtmlqSWVohISEYGRmpHSUNORVCCCEq2uu26p0kSqLS+efk+tOnT2NjY4OmpmahsufOnSMvL48lS5bQoUMHbG1t+fnnnwuVMzc3Z8yYMXzzzTdMnjyZDRs2PHN8v//+O0lJSXz88cf06NEDe3t77t69q1bG0dGR2NjYYucOQX4Cd/ToUdasWcOjR4/UhpZpaWkBqPWiNWnSBC0tLaKiopRzOTk5xMTE0KxZsyLvYW9vX+T7LIm9vT0XL17k77//b6+Ef9Zp3bo1ly9fxsLCAmtra7WjtEmNvb09N2/eJCMjo9SxFUdLS6vYHscCpfmelKV869atSUpKKvT81tbWaGiU/a/WwMBA7t+/r3b4+vqWuR0hhBDiRXnNpihJoiQqn/T0dAICAkhKSmLr1q2sWrWKSZMmFVnW2tqanJwcVq1axfXr1/niiy9Yt0599wsR+gABAABJREFUmU9/f38OHTpEamoq58+f59ixY9jb2z9zfLVq1aJOnTp8+umnJCcn8/333xMQEKBWZtCgQdSrVw9PT0+ioqK4fv06O3fu5NSpU0oZe3t7OnTowLRp0xg0aJBaD0bjxo1RqVR89913/Pbbb2RmZqKnp8fYsWP58MMPOXjwIAkJCYwcOZKHDx/i4+NTZKwTJ07k4MGDLF68mGvXrrF69eoS5ycBvP/++6hUKkaOHElCQgL79+9n8eLFamXGjx/PnTt3GDRoEDExMaSkpHDo0CGGDx/+1ISlgJubG7a2tgwbNoy4uDhOnDjBRx99VKq6/2RhYUFqaiqxsbHcvn2brKysQmVK8z0pS/mZM2eyadMmgoODuXz5MomJiWzbto2PP/74mZ5BW1sbQ0NDtaMgYRZCCCFExZNESVQ6Q4cO5a+//qJdu3aMHz+eSZMmMWrUqCLLtmzZkqVLl7Jw4UKaN2/O5s2bCQkJUSuTm5vL+PHjsbe3x8PDA1tbW2Whh2ehoaHBtm3bOHfuHM2bN+eDDz7gv//9r1oZLS0tDh8+TN26dXn77bdp0aIFCxYsKNQr5uPjQ3Z2dqFhdw0aNFAWCzA1NcXPzw+ABQsW0K9fP4YMGULr1q1JTk7m0KFD1KpVq8hYO3TowIYNG1ixYgUtW7bk8OHDT/1BXl9fn2+//Zb4+HicnJz46KOPWLhwoVqZ+vXrExUVRW5uLj179qRFixb4+/tTs2bNUvemaGhosGvXLuV77evr+8wrxvXr1w8PDw+6deuGiYkJW7duLVSmtN+T0pZ3d3fnu+++4/Dhwzg7O9OhQweWLVtG48aNn+kZhBBCiMrudRt6p3pc0gY1QlQwV1dXWrVqxfLly192KBVizpw57Nixo8gFJoS4dOlSpd6ksbJuuFjZ6lTWuCqqTmWNq6LqVNa4KqpOZY3ryTqvyoazzZuXvvyz+vFu+Swy1LBW1RgxIYmSqFRel0QpMzOTtLQ0evTowdy5c4td+rwySktLw9LSkgsXLtCqVauXHU6lFRkZSbdu3bh79y41a9YkLCwMf39/tc2An+bSpYrZaV0IIUTVJ4lS+ZOhd0K8BH5+frRp0wZXV9cqtdrds/L29sbT0/Ol3DsoKAiVSlXiIYQQQoine92G3smGs6JSiYyMfNkhVIiwsDDCwsLKrb3s7OzXYuL/szznlClTGDNmjPLZ2dmZUaNGVZlevGcZrmFl61DqOtevXn7m+1TGoScAOnWblLrO37fy9/2q2cC21HXu/XS1TLFVhaFHr9L3v7LVqaxxVVSdyhrX89aZey6nVOU/blO9QuN60apQjlMupEdJiCrI1dUVPz8//P39MTY2xt3dHcgfqvXWW2+hr6+PqakpQ4YM4fbt20q9P//8k8GDB6Onp4eZmRnLli3D1dUVf39/pYxKpWL37t1q9ysYOlaU3NxcfHx8sLS0RFdXFzs7O1asWKFcDwoKIjw8nD179ig9OAUJcXx8PN27d0dXV5c6deowatQoMjMzlboFPVHz5s2jfv362NnZMXv27CKHF7Rq1YoZM2YUOq+vr0+9evWUQ1NTEwMDA7VzxYmKisLV1ZUaNWpQq1Yt3N3dlaXg8/LyCAkJUZ67ZcuWfP3118W2JYQQQlR1r1uPkiRKQlRR4eHhyr5K69at4969e3Tv3h0nJyfOnj3LwYMH+fXXXxk4cKBSJyAggKioKPbu3cuRI0c4ceIE58+ff6448vLyaNiwITt27CAhIYGZM2fyn//8h6+++grI79EZOHAgHh4eZGRkkJGRQceOHXnw4AHu7u7UqlWLmJgYduzYwdGjR5UV/gpERESQlJTEkSNH+O677xgxYgSJiYnExMQoZS5cuMDFixcZPnz4cz3Lk2JjY+nRowfNmjXj1KlTnDx5kt69eyvLn4eEhLBp0ybWrVvH5cuX+eCDD/j3v//N8ePHyy0GIYQQQrw8MvROiCrKxsaGRYsWKZ/nzp2Lk5MT8+fPV859/vnnmJubc/XqVczMzAgPD2fLli306NEDgNDQUOrXr/9ccVSvXp3g4GDls6WlJadOneKrr75i4MCB6Ovro6urS1ZWllrvTXh4OH///TebNm1SNqldvXo1vXv3ZuHChZiamgKgp6fHxo0b1Ybcubu7ExoairOzs/IcXbt2xcrK6rme5UmLFi2ibdu2akvJOzjkD2nLyspi/vz5HD16FBcXFwCsrKw4efIk69evp2vXruUWhxBCCFFZqF6zwXeSKAlRRbVp00btc1xcHMeOHUNfX79Q2ZSUFP766y9ycnJo166dct7IyAg7O7vnjuWTTz7h888/Jz09nb/++ovs7OynroiXmJhIy5YtlSQJoFOnTuTl5ZGUlKQkSi1atCg0L2nkyJGMGDGCpUuXoqGhwZYtW1i2bNlzP8eTYmNjGTBgQJHXkpOTefjwIW+++aba+ezsbJycnJ7pfllZWYU2ys3OLp/VhYQQQohy8XrlSZIoCVFVPZlgQP6S4wW9Mf9kZmZGcnJyqdpVqVT8c9eAnJziJ61u27aNKVOmsGTJElxcXDAwMOC///0vZ86cKdX9nuafzwnQu3dvtLW12bVrF1paWuTk5NC/f/9yuV8BXV3dYq8VzKPat28fDRo0ULumra39TPcLCQlR65kDGDt2LEtXPvvmyEIIIYR4dpIoCfGKaN26NTt37sTCwoJq1Qr/r21lZUX16tWJiYmhUaNGANy/f5+rV6/SpUsXpZyJiQkZGRnK52vXrvHw4cNi7xsVFUXHjh0ZN26cci4lJUWtjJaWljK3p4C9vT1hYWE8ePBASYaioqLQ0NB4ai9XtWrVGDZsGKGhoWhpafHee++VmNg8C0dHRyIiIgolLwDNmjVDW1ub9PT0chtmFxgYSEBAgNq50ia3QgghREV4zTqUZDEHIV4V48eP586dOwwaNIiYmBhSUlI4dOgQw4cPJzc3FwMDA4YNG8aHH37IsWPHuHz5Mj4+PmhoaKjtJdS9e3dWr17NhQsXOHv2LGPGjKF69erF3tfGxoazZ89y6NAhrl69yowZM9QWWgCwsLDg4sWLJCUlcfv2bXJychg8eDA6OjoMGzaMS5cucezYMSZMmMCQIUOUYXcl8fX15fvvv+fgwYMvZC+qwMBAYmJiGDduHBcvXuTKlSusXbuW27dvY2BgwJQpU/jggw8IDw8nJSWF8+fPs2rVKsLDw5/pftra2hgaGqodr8OS70IIIaoOWfVOCFEl1a9fn6ioKHJzc+nZsyctWrTA39+fmjVroqGR/7/60qVLcXFxoVevXri5udGpUyfs7e3R0dFR2lmyZAnm5uZ07tyZ999/nylTplCjRo1i7zt69Gj69u2Ll5cX7du35/fff1frXYL8OUV2dna0bdsWExMToqKiqFGjBocOHeLOnTs4OzvTv39/evTowerVq0v1vDY2NnTs2JGmTZvSvn37Z3hjJbO1teXw4cPExcXRrl07XFxc2LNnj9JbN2fOHGbMmEFISAj29vZ4eHiwb98+LC0tyz0WIYQQQlQ8GXonRBVU3Ma8NjY2fPPNN8XWMzAwYPPmzcrnBw8eEBwczKhRo5Rz9evX59ChQ2r17t27p3xtYWGhNodJW1ub0NBQQkND1eqEhIQoX5uYmHD48OFC8bRo0YLvv/++2HhL2pT38ePH/Pzzz4WSsqdJS0srddmuXbsSFRVV5DWVSsWkSZOYNGlSkdddXV3V3pO3tzfe3t5lCVUIIYSoVF63Ve9Uj/85a1sIUampVCp27dqFp6dnmeteuHCBK1eu0K5dO+7fv8/s2bOJjIwkOTkZY2Pj8g+W/KSuW7du3L17V9m41t/fXy35+vTTT5kzZw4//fQTS5cuVdsAtygffvghW7du5d69e9y8eZNatWq9kNifV1BQELt37yY2NhbIT5bu3btXaEPf4ly6VDE7rQshhKj6itqMvbz9lvmoXNox0a8afTUy9E6Ip3B1dX3qD+4VKSMjg7feegvI7x1RqVTKD+KlsXjxYlq2bImbmxsPHjzgxIkTLyxJKoqXlxdXr15VPv/xxx/4+fkxbdo0fvrpJ7XereIsXryYv/76i08//bTSJklCCCGEqNqqRjonRCX3+PFjcnNzi1xtrrw9uWlrWTk5OXHu3LlyjKbsdHV11VaoS09PJycnh3feeQczM7NStfE6dYRbNy39bwiTr1yqlHUqa1wVVaeyxlVRdSprXE/WMW/SrNR1bqYklOk+BfdoYlf6uFKSKv87e5W+/xXx/C5zSv9v76kZbZ45rhft9Rp4Jz1KQpTI29ub48ePs2LFClQqFSqVirS0NCIjI1GpVBw4cIA2bdqgra3NyZMnSUlJoU+fPpiamqKvr4+zszNHjx5Va9PCwoL58+czYsQIDAwMaNSoEZ9++qlyPTs7Gz8/P8zMzNDR0aFx48Zq831UKpUydKtg4QAnJydUKhWurq5FPkdubi4+Pj5YWlqiq6uLnZ0dK1asKPSsnp6ezJ8///+xd95RUSRrG68xICBJECRnRJJIDiIgORhQVBQVs5jFAKKomFDMOaCimHNCRcw5BwQTKiYQQRRBJTPM8/0xp2unGUDdu7vXvV//7tlzZbqru7q7pqeeehNp1aoVUVBQIHPmzCF8Pp9ERkYSRUVFoqmpyYpFYixae/fuJc7OzkRSUpKYm5uTy5cv13tPk5KSiIKCAv23hYUFIUSYvpzH45E5c+YQJSUlseKrQUFBpH///oQQoUubaEFbpu9LliwhampqRElJiYwePZpV/ykvL48EBgYSKSkpoqenR3bv3k10dXXJihUr6u0rIYRs2bKFmJmZkWbNmhE1NTUyZswYuq24uJgMHTqUKCsrEzk5OeLh4UHS09MbPB4HBwcHB8e/FS7rHQcHB2XlypXEycmJDBs2jOTl5ZG8vDyipaVFt0dHR5P4+Hjy7Nkz0rZtW1JSUkICAgLI+fPnSVpaGvHz8yOdO3cm2dnZrOMuXbqU2NrakrS0NDJq1CgycuRI8vz5c0IIIatWrSLJyclk//795Pnz52TXrl1EV1e3zv7duXOHEELIuXPnSF5eXr2JHAQCAdHU1CQHDhwgT58+JTNnziTTpk0j+/fvZ+134cIF8uHDB3LlyhWybNkyEhsbSzp16kRatGhBbt++TUaMGEHCw8PJ+/fvWe0iIyPJpEmTSFpaGnFyciKdO3cmhYWFP7y/ISEhVEjeuXOH5OXlkUmTJpGamhqSnJxM9ysoKCAnT55sMA34xYsXyatXr8jFixfJtm3bSFJSEisZRFhYGPnw4QO5dOkSOXToENm4cSMpKChosH/r168no0ePJsOHDyePHj0iycnJxNDQkG7v2bMnKSgoIKdOnSL3798n1tbWxNPTk3z58uWH187BwcHBwfFvg/cX/e/fAud6x8HRAPLy8kRCQoJIS0vX6fI2Z84c4u3tTf9WVFQklpaW9O+5c+eSI0eOkOTkZJYlIiAggGZrmzJlClm+fDm5ePEiMTY2JtnZ2cTIyIi4uLgQHo9HdHR06u2fsrIyIYQQJSWlBl3ymjZtyiqcqqenR27evEn2799PevXqxer/qlWraNHXRYsWkbKyMjJt2jRCiLC2UHx8PLl27Rrp3bs3bTdmzBgSHBxMCBGKi9TUVJKYmEiioqLq7RMhQjc8JSUlei3MNYSGhpKtW7eSnj17EkII2blzJ9HW1q7XYkYIIS1atCBr1qwhjRs3Jm3atCGBgYHk/PnzZNiwYSQzM5OcO3eO3L17l9ja2hJCCNm8eTMxMjJqsH/z5s0jkyZNYmW2s7OzI4QQcu3aNXLnzh1SUFBAmjVrRggRxk4dPXqUHDx48KdirTg4ODg4ODh+XzihxMHxH8BMuhlKSkrIrFmzyMmTJ0leXh7h8/mkvLxczKLUtm1b+m8ej0dUVVWpdWPgwIHE29ubGBsbEz8/P9KpUyfi4+PzH/d17dq1ZMuWLSQ7O5uUl5eTqqoqlvsaIYSYmZnRmkuEENKqVStWFp3GjRsTJSUlMUuMk5MT/XeTJk2Ira0tefbs2Z/u67Bhw4idnR3Jzc0lGhoaJCkpiQwcOJBVGLc2ZmZmpHHjxvRvNTU18ujRI0IIIc+fPydNmjQh1tbWdLuhoWGDiSAKCgrIhw8fiKenZ53b09PTSUlJCRV6DOXl5eTVq1c/dZ2iVFZWirkbVlVV/fJxODg4ODg4/i7+TW5zfwWcUOLg+A9o3rw56+/JkyeTs2fPkiVLlhBDQ0MiJSVFevToITbhbdq0KetvHo9HBAIBIYQQa2tr8ubNG3Lq1Cly7tw50qtXL+Ll5UUOHjz4p/u5d+9eMnnyZLJ06VLi5OREZGVlyeLFi8nt27d/2K+G+vp3YWVlRSwtLcn27duJj48PefLkCTl58mSDbf7qfoomnKiLkpISoqamVmdNKyYG61dYsGABy+pHCCEjR44ky1at++VjcXBwcHBwcPzncEKJg+MHSEhIkJqamp/a9/r162TgwIGkW7duhBDhZPpXCpwyyMnJkZCQEBISEkJ69OhB/Pz8yJcvX4iioqJY3wghP+zf9evXibOzM6s465+xetTHrVu3iKurKyGEED6fT+7fv89yNfwzDB06lKxYsYLk5uYSLy8vVmzYr2JsbEz4fD5JS0sjNjbCbEJZWVmkqKio3jaysrJEV1eXnD9/nnTs2FFsu7W1NcnPzydNmjSpN4bsV5g6dSqZOHEi67OsrKz/+LgcHBwcHBwcfw4umQMHxw/Q1dUlt2/fJm/fviWfP39u0EphZGREDh8+TB4+fEjS09NJaGjoL1s1li1bRvbs2UMyMzPJixcvyIEDB4iqqmqdVgoVFRUiJSVFUlNTycePH8nXr1/r7de9e/fI6dOnyYsXL8iMGTPI3bt3f6lfDbF27Vpy5MgRkpmZSUaPHk2KiooaTLzwM4SGhpL379+TTZs2/cfHatOmDfHy8iLDhw8nd+7cIWlpaWT48OFESkqqQXe+WbNmkaVLl5JVq1aRly9fkgcPHpDVq1cTQgjx8vIiTk5OJCgoiJw5c4a8ffuW3Lhxg8TExJB79+79ch+bNWtG5OTkWP8xQpiDg4ODg+N3gMt6x8HBwWLy5MmkcePGxNTUlCgrK4vFG4mybNky0qJFC+Ls7Ew6d+5MfH19WXExP4OsrCxZtGgRsbW1JXZ2duTt27ckJSWFFTvE0KRJE7Jq1SqSkJBA1NXVSdeuXes8Znh4OOnevTsJCQkhDg4OpLCwkGVd+k+Jj48n8fHxxNLSkly7do0kJyf/x0Vs5eXlSXBwMJGRkSFBQUH/cR+3b99OWrVqRVxdXUm3bt3IsGHDiKysLJGUlKy3zYABA8iKFSvIunXriJmZGenUqRN5+fIlIUTo2peSkkJcXV3JoEGDSOvWrUnv3r3Ju3fvSKtWrf7j/nJwcHBwcPxu/H/LesfD/6fKjRwcHH8pb9++JXp6eiQtLU0sMcRfgaenJzEzMyOrVq36y4/9/v17oqWlRc6dO1dvwob/No8fP/7tiif+mTa/a7/+qTa/a7/+qTa/a79E23AFZ/9/P///lYKzosmX/i6+lv81McryUv8OWw0nlDg4fjN4PB45cuTIX2JF+atxd3cn7dq1o0Va/6xQ0tXVJRERESQiIqLO7UVFReTSpUukR48e5OnTp8TY2Fhsn4EDB5Li4mJafLd232pz4cIFUlJSQiwsLEheXh4JDw8njx8/JgUFBTTN+l9N7ev81Wf7+PE/U2mdg4ODg+Pfzz8hlL5V/DVCSU7y3yGUuGQOHBy/GXl5eQ2mrf43kZSURCIiIkhxcfEvtbOysiJFRUVk4cKFdYqkujh8+LBY5jtRqqurybRp08jr16+JrKwsraHUUBsODg4ODg6OP/j3OM39NXBCiYPjN6OhwrG/G7q6uuTvMEr/mUyBtTMC1sbX15f4+vrSvy9dulRnNrvfjd/NjeTPtPld+/VPtflPzqGq2+an2+S/zSSE/H4uXr/rc/mn2vyu/fqn2vyu/fqn2vwn57CbcuGn29xd6PHT+3L8PP8OuxcHx7+AjRs3EnV1dbEsd127dmVlbTt27BixtrYmkpKSRF9fn8yePZvw+Xy6ncfjUXeyt2/fEh6PRw4fPkw6duxIpKWliaWlJbl582aDfSkuLiZDhw4lysrKRE5Ojnh4eJD09HS6fdasWaRdu3Zkx44dRFdXl8jLy5PevXuT79+/031KS0tJWFgYkZGRIWpqamTp0qVi5ykqKiJhYWGkRYsWRFpamvj7+9NkB5cuXSKDBg0iX79+JTwej/B4PDJr1izatqysjAwePJjIysoSbW1tsnHjRtaxc3JySK9evYiCggJRVFQkXbt2bVBAubu7s1z5duzYQWxtbYmsrCxRVVUloaGhYoVyf0RxcTEJDw8nrVq1IpKSksTc3JycOHGCbr927Rrp0KEDkZKSIlpaWmTcuHGktLT0l87BwcHBwcHxr4H3F/33L4ETShwcfxE9e/YkhYWF5OLFi/SzL1++kNTUVNK3b19CCCFXr14lYWFhZPz48eTp06ckISGBJCUlkbi4uAaPHRMTQyZPnkwePnxIWrduTfr06cMSV3X1paCggJw6dYrcv3+fWFtbE09PT/Llyxe6z6tXr8jRo0fJiRMnyIkTJ8jly5dJfHw83R4ZGUkuX75Mjh07Rs6cOUMuXbpEHjx4wDrPwIEDyb1790hycjK5efMmAUACAgJIdXU1cXZ2JitWrCBycnIkLy+P5OXlkcmTJ9O2S5cuJba2tiQtLY2MGjWKjBw5kjx//pwQInST8/X1JbKysuTq1avk+vXrREZGhvj5+YkV762P6upqMnfuXJKenk6OHj1K3r59SwYOHPhTbQkhRCAQEH9/f3L9+nWyc+dO8vTpUxIfH08aN25M75+fnx8JDg4mGRkZZN++feTatWv/cf0oDg4ODg6O35X/b1nvONc7Do6/iBYtWhB/f3+ye/dumkXt4MGDpGXLltTFa/bs2SQ6OpoMGDCAEEKIvr4+mTt3LomKiiKxsbH1Hnvy5MkkMDCQHsPMzIxkZWWRNm3E3XKuXbtG7ty5QwoKCkizZs0IIYQsWbKEHD16lBw8eJAMHz6cECIUAklJSURWVpYQQkj//v3J+fPnSVxcHCkpKSGJiYlk586d9Fq2bdtGNDU16XlevnxJkpOTaTFbQgjZtWsX0dLSIkePHiU9e/Yk8vLyhMfj1elOGBAQQFOUT5kyhSxfvpxcvHiRGBsbk3379hGBQEA2b95M6xxt3bqVKCgokEuXLhEfH58fPg9RK56+vj5ZtWoVsbOzIyUlJURGRuaH7c+dO0fu3LlDnj17Rlq3bk2Pw7BgwQLSt29fasUyMjIiq1atIm5ubmT9+vUNph3n4ODg4OD4N/JvqoH0V8AJJQ6Ov5C+ffuSYcOGkXXr1pFmzZqRXbt2kd69e9MaSOnp6eT69essC1JNTQ2pqKggZWVlRFpaus7jtm3blv5bTU2NEEJIQUFBnUIpPT2dlJSUECUlJdbn5eXl5NWrV/RvXV1dKpKY4zKuaa9evSJVVVXEwcGBbldUVGQlVnj27Blp0qQJax8lJSVibGxMnj171sBdEr8mRkwx509PTydZWVms/hFCSEVFBesaGuL+/ftk1qxZJD09nRQVFVGXyOzsbGJq+uNUwA8fPiSamppUJNUmPT2dZGRkkF27dtHPABCBQEDevHlDTExMfqqfDJWVlaSyspL12c9azzg4ODg4ODj+ejihxMHxF9K5c2cCgJw8eZLY2dmRq1evkuXLl9PtJSUlZPbs2aR79+5ibRuyQIhmZmMsLLVjoUTPoaamRi5duiS2TUFBoc5jMset75h/Bw2dv6SkhNjY2LBECMPPpPIuLS2lyRt27dpFCwX7+vr+tPiQkpJqcHtJSQkJDw8n48aNE9umra39U+cQZcGCBWT27Nmsz0aOHEmWrVr3y8fi4ODg4OD4O/h/ZlDihBIHx1+JpKQk6d69O9m1axfJysoixsbGxNramm63trYmz58/J4aGhn9bH6ytrUl+fj5p0qQJ0dXV/VPHMDAwIE2bNiW3b9+mk/6ioiLy4sUL4ubmRgghxMTEhPD5fHL79m3qeldYWEieP39OLTYSEhKkpqbmT13Dvn37iIqKCpGTk/vl9pmZmaSwsJDEx8cTLS0tQggh9+7d+6VjtG3blrx//568ePGiTquStbU1efr06V/2LKdOnUomTpzI+iwrK+svOTYHBwcHB8dfwv8zpcQlc+Dg+Ivp27cvOXnyJNmyZQtN4sAwc+ZMsn37djJ79mzy5MkT8uzZM7J3714yffr0v+z8Xl5exMnJiQQFBZEzZ86Qt2/fkhs3bpCYmJifFgsyMjJkyJAhJDIykly4cIE8fvyYDBw4kLoQEiKMyenatSsZNmwYuXbtGklPTyf9+vUjGhoapGvXroQQoXtfSUkJOX/+PPn8+TMpKyv7qfP37duXtGzZknTt2pVcvXqVvHnzhly6dImMGzeOvH///ofttbW1iYSEBFm9ejV5/fo1SU5OJnPnzv2pczO4ubkRV1dXEhwcTM6ePUvevHlDTp06RVJTUwkhwriqGzdukDFjxpCHDx+Sly9fkmPHjv3pZA7NmjUjcnJyrP8kJCT+1LE4ODg4ODj+11i7di3R1dUlkpKSxMHBgdy5c6fB/Q8cOEDatGlDJCUliYWFBUlJSfnlc3JCiYPjL8bDw4MoKiqS58+fk9DQUNY2X19fcuLECXLmzBliZ2dHHB0dyfLly4mOjs5fdn4ej0dSUlKIq6srGTRoEGndujXp3bs3effuHWnVqtVPH2fx4sWkQ4cOpHPnzsTLy4u4uLgQGxsb1j5bt24lNjY2pFOnTsTJyYkAICkpKdStztnZmYwYMYKEhIQQZWVlsmjRop86t7S0NLly5QrR1tYm3bt3JyYmJmTIkCGkoqLipyxMysrKJCkpiRw4cICYmpqS+Ph4smTJkp++doZDhw4ROzs70qdPH2JqakqioqKohaxt27bk8uXL5MWLF6RDhw7EysqKzJw5k6irq//yeTg4ODg4OP4N/Ley3u3bt49MnDiRxMbGkgcPHhBLS0vi6+tbb9mPGzdukD59+pAhQ4aQtLQ0EhQURIKCgsjjx49/7Xrxd1SL5ODg4OD4j3n8+PFvVzzxz7T5Xfv1T7XhCs7+ns/ln2rzu/brn2rzu/brn2rzTxacNTf/+XP8WSrqr0zyS0j+YvCPg4MDsbOzI2vWrCGECOO0tbS0yNixY0l0dLTY/iEhIaS0tJRV+9DR0ZG0a9eObNiw4afPywklDg4Ojt+UX1354uDg4OD4/8u/SSjxasQzvTZr1oyWNRGlqqqKSEtLk4MHD5KgoCD6+YABA0hxcTE5duyYWBttbW0yceJEViH62NhYcvToUZKenv7zHQUHBwcHx7+KiooKxMbGoqKi4m/Z/3+tze/ar3+qze/ar3+qze/ar3+qze/ar3+qze/ar3+yze9IbGwsCCGs/2JjY+vcNzc3F4QQ3Lhxg/V5ZGQk7O3t62zTtGlT7N69m/XZ2rVroaKi8kv95IQSBwcHx7+Mr1+/ghCCr1+//i37/6+1+V379U+1+V379U+1+V379U+1+V379U+1+V379U+2+R2pqKjA169fWf/VJ/7+m0KJSw/OwcHBwcHBwcHBwfGPUZ+bXV20bNmSNG7cmHz8+JH1+cePH4mqqmqdbVRVVX9p//rgst5xcHBwcHBwcHBwcPyWSEhIEBsbG3L+/Hn6mUAgIOfPnydOTk51tnFycmLtTwghZ8+erXf/+uAsShwcHBwcHBwcHBwcvy0TJ04kAwYMILa2tsTe3p6sWLGClJaWkkGDBhFCCAkLCyMaGhpkwYIFhBBCxo8fT9zc3MjSpUtJYGAg2bt3L7l37x7ZuHHjL52XE0ocHBwc/zKaNWtGYmNjf9pt4Vf3/19r87v2659q87v2659q87v2659q87v2659q87v2659s879ASEgI+fTpE5k5cybJz88n7dq1I6mpqbQ+ZHZ2NmnU6A9HOWdnZ7J7924yffp0Mm3aNGJkZESOHj36y5kBufTgHBwcHBwcHBwcHBwcteBilDg4ODg4ODg4ODg4OGrBCSUODg4ODg4ODg4ODo5acEKJg4ODg4OD418JFz3AwcHxd8IJJQ4ODo7fgPT09P92F+rk1atXvzwZff369d/UGzZv3779R87z/5lHjx6R8vLy/3Y36gQA4fF4vzQ+MzMz/8Ye/Xm+fPny3+7Cv44LFy78cpvv37//DT1hc+bMmV9uk5OTQ2pqav6G3nD8p3BCiYODg+O/zOHDh0m/fv3Ipk2bfrrN8uXLyZs3b37pPAsWLCAXL1786f3Hjx9PnJ2dyf379396MhoVFUXGjRtHHjx48Et9+1VmzZpFjI2N/3aBeePGDfLhw4e/9RyECGuCNPR3bdauXUvS0tL+tv4AIGfOnCGWlpZk3759pKKi4m87FyGEzJw585fu84gRI4iFhQURCAQ/LZbmzZtH+vfvT65fv/7T57l169YvLxSsWrXqh89PlF27dpHevXv/sojbs2fPL+3/Z5gxYwbJyMj4pTZHjhz5m3rzB4sWLSKjR48mW7du/ek2Q4cOJR4eHqSwsPCn20RGRv6SuFq7di0ZPXo0SUhI+Ok227ZtI+bm5uT69eu/NG44/iHAwcHBwfFf5f379wgKCoKbmxs2b978w/2fP38OHo+H0NBQZGdn/9Q53rx5gxYtWqBr1664fv36T7WpqKiAubk5LC0tcffuXQgEgh+2SUxMhL29PcLCwnDv3r2fOk9aWhpqamoAAMuXL8f9+/d/2KakpAReXl7Q1dXFw4cPf7g/c3xRGroegUCAK1euQFpaGnPnzkV+fv4Pz/FXsGnTJhQXFze4z/3799G0aVMMGTIEjx49+lv7M3LkSDRv3hxJSUkoKytrcF/Re1xdXQ0AKC8v/+E58vLyICkpiY4dO/70fb527Rr09fXRsWNH8Pl8AA0/TwDYu3cv/P394e/vj2vXrv3wHPfu3QOPx8OCBQt+auwDQGpqKjQ1NREWFlbnmBOFOea6devg4uKCXr16ITMz86fOc/z4cfB4PMyYMeOn9v8zfPnyBTweD+7u7nj69OlPtTl06BB4PB4WLlz4t/ULAN69e4fg4GC4ublhy5YtP9UmLS0NGhoa8Pf3x+fPn3+4/6NHj6CtrQ07OzuUlJT81DkyMjIwePBgtG/fHhs2bPipNgBgZ2cHIyMjXLly5YfjhuOfhRNKHBwcHP8lDh8+jIyMDADCyWJwcDBcXFwaFEvMZPXWrVuQlpZGnz59fiiWvn79CgB4+PAhTE1N0blz5wbF0r59+5CVlQUAqKyshKmpKSwsLBoUSwcPHqT/3rNnD2xtbdG/f/8fiqWMjAy0a9cOMTExGDduHHg8Hp4/f17v/tu3b6eT6dLSUnh6ekJbW7tBsSQ68bh06RKOHj2KnJycBvvFMH36dOjq6iIuLg55eXk/3J+ZtDMC4VcmPTk5OTAyMsLKlSsBNDzxP3nyJHR0dDB48OCfFkt1Ha+uzw4fPowrV67Qv0ePHo1mzZr9lFh6+/YtHjx4AEA4aV6wYEGDbSoqKgAAL1++hJ6eHtzd3RsUS6IC586dO9DV1YWbm1uDYikpKYn++9ixY/Dz84Ovr+9PiaVVq1ZBQkICCxcu/CmxVFxcjPXr18PGxgb9+vVr8Pnfvn2b1Ud3d3cEBwf/lFjKz8/HihUroKioiOnTp/9w/1+lqKgIAPDhwwdoaGjA1dUVT548+WG79+/fIz4+HgoKCoiPj//L+7VkyRI63t+/f49u3bqhQ4cODYqly5cvo7S0FADw+PFjqKmpwc/PD58+fWrwXNXV1bhw4QLs7OxgY2PToFiaM2cOfT88e/YMgwYNgpOTU4Ni6cKFCywB6uTkBD09PU4s/WZwQomDg4Pjv0BGRgYsLS3RrVs3+mP54cOHBsXSuHHjsG7dOip8bt68CUlJyQbF0uTJkzFhwgQUFBQAEIqlNm3a1CuWDh8+jMaNG2POnDl4+/YtgB+Lpc2bN0NPTw9xcXH0s58VS2VlZZg9ezZatWoFGRkZui9jkRDlypUr4PF4mDJlCp3k/KxYAoDIyEjIyclBU1MTUlJS2LRpE758+SK23969e7F7927698yZM6GpqflDscTclydPniAwMBBdunTBtGnTfmr1GhCKrN69eyMwMPCH5wCEYklLS+unxJLoxOvjx491CkWBQIDc3FwoKCige/fuuHnzJt32M2KptLQUffv2RZs2bbBo0SLweDzs3Lmz3j717NkTK1eupBPQly9fQkdHp16xlJSUBB6Ph71799LPfiSWDh06BCUlJURGRtLPfiSWNm/ejNu3b9PjrFmzhlpJ6hNLYWFhSE1NBQB8+/YN69atg5WVVb1i6fz581BWVsbixYvpZ1u2bPmhWBo1ahQdgwUFBVi+fDkUFBR+SizV1fe6+hYeHo65c+fS83z48AFqamoNiqWIiAhqCc3Ly8OCBQsgJyf3U2KpPlFQ+/Pz58/D1NQUISEh9P78SCxt3LiRjkNm3IqKpbq+m927d8eaNWsA/CGWbGxs6hVL165dg7GxMfz9/el79unTp/WKJYFAgAcPHqBZs2aYNGkSXrx4QbdxYun3gxNKHBwcHP8ltmzZAg8PD/To0YNOQBoSS97e3jAzM8O2bdt+WiwNHz4ctra2mDVr1k+LpYULF0JbWxuzZ8/+KbH0/v17jBs3Dk5OTpg3bx79vCGxVFNTQ4+xZ88eKCkpwczMDNOnT6fWGGbiK8ru3bvRqFEjREVF/VAsifbx2rVrsLGxwZUrV/D582dER0dDQUEBy5cvZ4mljx8/wtraGt7e3jhy5Aj9/EdiiZnUvH//HvLy8hg0aBB69OgBZ2dndOjQAR8/fqxz/9pkZmZCSUkJ27dvF9vGXI/ofTl+/Di0tbUxaNAgap2srx0gXPm2tbWFrq4ubG1tcfDgQXz79o21//Xr19G6dWv06tWrXrFUn0vdrVu3YGNjg0aNGmH27Nli/RVl+PDhaNasGTZv3kwnoFlZWVT41HWfJ0+eDElJyZ8WS/n5+ViwYAHMzc0xadIk2kZULF29epV+Xl1dDWVlZZibm+PBgwc/JZZyc3MRGBgIZWVlXLp0CcCPxdLLly8xYcIEmJqaYunSpfTzhsTShw8foK+vj9atW9Px9LNiSfT82dnZeP36Naqqqurcd8iQIdDT08OKFSt+SixlZ2dDVVUVbdu2pe+lnxVLov06efIktm3bhg0bNtQ7vrZu3Qp3d3eWm+KPxNLo0aMhLS2NHTt2/FAsVVRUICIiAo0bN8bWrVsB/Fgs1dTUYO/evejQoQN8fX3ps2lILAFCl0ttbW1ERUVxYuk3hhNKHBwcHP8woj9+SUlJcHNza1Asie7fu3dvmJqaIikpqUGxJDqZi4qKgrW1NWJjYxsUS6LniY+Ph6am5g/FEtMmLy8PY8eOhYODw0+LJUA4yayoqMDz588xa9Ys2NvbIzIykrpkid4z5pp27doFHo/3U2IJAFasWIGpU6di8uTJrM+nT58OBQUFrFixgiWW0tLS4O3tDT8/Pxw6dIh+/iOx9OHDBxw5cgRTpkyhfU5JSYGrqyscHR3pBKq2VSg7O5vex+/fv2PAgAEYOnQo65mIPpvPnz+juLiY3qPjx49DS0urQbEEgFruDh48iC9fvsDS0hKmpqZ4+fIl6z4DwjFlYGCAXr164caNG3R7fWKJaffx40fY2trCzMwM9vb2uHv3Lt3OXHftsdm0aVNs2rTpp8XSpEmTICEh8UOxxPTp06dPmD9/PkxNTRsUS0y/SktLYWpqinbt2uH+/fs/JZYyMzMRFhYGJSUlXLx4EcCPxdKbN28QGRkJY2NjLFmyhH7OiIHg4GA8e/aM1ebFixdwcnKCoaHhT4sl0b7OmjULlpaW0NPTQ+vWrbF161YqFET3mzx5MnR1dbF8+fKfEktPnjxBu3btYGFh8ctiCRBaew0MDODk5ARnZ2coKSkhLS2Nbhe9d1u2bIGrq+sPxZKoQB81ahQkJSV/SiyVlJQgNjYWPB7vh2JJ9Pu5Z88euLi4/FAsiV7Lhg0boK6uzoml3xhOKHFwcHD8FxB1LUtMTISrq2udYsnd3R1r1qxh/ej36tWrXrEkmuBBtM3kyZPrFUtdunShLkii/YqLi6tTLJmZmaFdu3ZiAuvDhw8YM2YM7O3txcSSnZ0dBgwYwLJQHD16FLKysjh37hwAYXzHtGnT4ODggOjoaNr/SZMmISMjg3U9O3bsqFMseXl5QU9Pj07QmfvF4/Hg7e1NYxUYZsyYgZYtW2LevHn49u0bnSw+fPgQHh4eDYolUfewr1+/olOnTlBQUMDYsWPp5zU1NTh16hQ6dOgAFxcXfPjwgW67du0aGjVqBBcXF/Tu3Zve40uXLkFCQoIKPtEJbHx8PNzc3GBjYwMXFxc6UUxJSYG2tnadbngCgQAFBQVwdnbGgQMHAABnz56FrKys2ORN9B5fu3YNBgYG6Nmzp5hlSUZGBgkJCSgvL6f9e/36NQoKCpCbm4sbN26gS5cusLGxYYklQCgGRc8TGRlZr1gSdcMTvQ8TJkyoUyzp6enBw8NDzLL08eNHzJ8/HyYmJmJiiUnwcO7cOTr+S0tLYWxs/EOxJNqnzMxM9O/fH4qKirhw4QKAP8SStbV1nWLp1atXiIyMROvWresUSyEhIXj8+DGrzYsXL+Do6AgDAwN6bwoKCrBixYoGLUvz5s2DiooKjh8/jsrKSri5uUFPT48lxkSfy8SJE+sVS25ubmIJHh4/foy2bdvWK5bqS/CQmJgIZWVlmsRl79694PF4SE5OBgB6n0X7tmnTJnTo0EFMLHXv3h3u7u5YvXo1ALCsZiNGjKhTLGloaCAgIIBl9f3+/TtmzJhRr1iytbXF9+/fAbDF0u7du+Hs7CwmlgYPHgwXFxdqPRR9z65du7ZesdS6dWucP3+eE0v/RTihxMHBwfEPIuo+VVlZST/fuXMnOnTowBJLeXl58PLygr+/v1gmtB49esDExIQllm7duoXmzZvDx8dHzNULEAoOKysrMbFkamqK9u3bIyMjAxUVFSxLQVxcHDQ0NMTEkpKSEvr370/3YyYkeXl5GDduHOzs7Fhiae/evdDR0cGcOXPoZ3fv3kXv3r1haGiIs2fPAhAKjpiYGNjZ2cHX1xc+Pj5QUVFBdXU1SkpKUFlZSc/FxKyIiqWSkhJYWlqie/furMnF+PHj0aRJE+zatUvMWjVu3Dj4+vqyLGSAMOtZfWJJT08PMTEx9D5XVVVR60Hbtm1ZEyGBQIDTp0/DysoKtra2qKqqwqhRozBo0CA8fvwYW7duRceOHaGuro5+/frhxIkTCAkJQXh4OKuvMTExUFZWxq5du3D9+nUYGhrCyMiI9iElJQV6enro1q0bTcbBkJubC0NDQ5SVleH06dOQkZHB+vXr6T1bv349CgsLqYhhBMvVq1frFEsDBgyAqqoqDfo/evQoDAwMsG3bNvp8zp8/jy5dusDW1hZ37twBAMyfPx8LFy4Ui0GbMGFCnWJJX18fZmZmKCwsFJssjhs3rk6xJCkpidGjR9PPmO/Zly9fsGDBArRp04Yllo4fPw47OztMmDCBdfzS0lIYGRnVKZaaNWuGmTNniomlZ8+eoW/fvmJiaf369bCzs4O/v7+YNert27eYPHkyjIyMWGJp27ZtaNeuHfr37y/mJvfy5UvY29uLiaWVK1eiZcuWLLEuEAhQXFwMd3d3GjOWkpICOTk5OgbqigkEhN8bHR0dMbGkqakJExMTvHnzhnU9T548gbm5eZ1iSVFRETExMWLXHxMTg5kzZwIADhw4AFlZWSQkJAAQLp6IZlAUtfxs375dLFtgbm4uXF1dMWrUKPpsRMfNsGHD6hRLhBBMnDiR1a+ysjLExMTUKZbs7Oygra2N8vJyVFRU0PePQCDAoUOH4OTkxBJLz549Q1BQEIYNGwaBQCD2PBmxFBkZyUpmY2pqCktLyx8mUeH4++CEEgcHB8c/BDNBSE1NRe/eveHq6orBgwfTFd0dO3ZQN7ynT5+ipqYG+fn5yMnJQVpaGh4+fIhbt27R4/Xu3VtMLF2+fBkdO3ZETU0Nrl27hsuXL9MgcwCIjo6GtbU1Zs6ciY8fP6Kmpgb37t1DaGgoli9fji5dusDLywuDBg2ibWq74dXU1KC6uhp8Ph/r1q3DyJEj4enpid27d6OsrAxfvnyhbnhMggeBQICzZ8+KxaukpaWhb9++0NXVpWLp27dv2LBhA8LCwhAWFoaqqiosXboUnTp1QseOHdG/f386Ydq5cydN8MBMSioqKlBZWSkWSzBw4EDIyMhg3759dbr2AcLJdGlpKW1bn2Vp0qRJMDMzY03cKisrsW3bNlhYWKB79+4s65VAIEBKSgpu3ryJnJwc2NjYUBcthp07d1JLibS0NPT19VFYWAhAGAdib29Pn+Xx48ehoKCAdevWsfp/4MABeHt707/37dtHrVjOzs4ICgqCrKwsNm3aRM+blZUFFxcXxMbGokuXLnBzc4OHhwfNXifqhic6/piJ87Fjx9C8eXOsWLECr169Yl3TlStXEBQUhJYtW6J79+7g8XhIS0vDvXv3cPXqVVZ2vdpiqaamBpmZmQgODsb69esxfPhw9OvXD8uWLWO1ERVLNTU1ePr0Kfh8PlasWIEhQ4bAxsYGiYmJePfuHUpLS+t0w2NcnIqKilBWVkbHUklJCQwNDcXE0sKFC6GoqIjPnz/j/fv3ePz4Md2Wm5uL0NBQMbG0aNEiDBo0CJcuXcLSpUsxZMgQXLt2Dd+/f8enT58wefJkMTe8HTt20AWKgoICvHv3jk6y3717Bzs7O5ZY+vTpE+bNm0eFPzP2CgoKYGhoiE+fPuH8+fMsofz9+3esXLmSWgKvXLnCemdMnDhRTCy9e/cOXbp0AZ/PR2FhIT58+EC/28+fP4eZmZmYWJo2bRq8vLzEhFJoaCjGjBmD1NRUyMrK0jHN5/OxbNkyzJs3DwsWLICXlxeMjIzQp08fOjaTkpLg6upKEzzU1NTg06dPqKmpQUJCAgYOHIj+/fvTeDlAmPJeVCzV1NTg9evX4PP5ePLkCS5fvozs7Gz6jpg2bRpLLFVWVuLUqVMYPHgw5s2bB39/f6irq2P06NE0Rm3fvn1wcXGBn58fXZR68+YNampqcO7cOQwYMADBwcEYMmQIFfIJCQlULIlalt68eQOO/x6cUOLg4OD4B2EmlRMnTsSBAwegra0NKysrOsFMSkqCp6cnvL296SppTEwMzM3NYWRkBE1NTdZqOROztG3bNrq6DwgFkaGhISwtLekklZkwR0VFwcbGBrNmzaITn+joaLRq1QpLlizB/v370aRJE/j6+tLJwsKFC6Gjo4NJkybRNlFRUVBXV8fkyZMxc+ZM8Hg8OvlkLEtOTk6Ijo6m/dq6dSu1LjCIiqXLly8DYLsARUdHQ1lZGRs2bMD27duhoaEBCwsLKkR27dqFRo0aYcSIESguLsbixYvRpUsXGBsbY/HixawYnAEDBkBWVhb79++nljNm4nb8+HG4u7vDzs4O5ubmOHbsGABhhkJGLB05coT27dGjR0hOTsaZM2fos6qoqKC1pGqLJUBoUQkKCkLfvn3pKnFt8Zieno7Zs2dDS0uLWjkyMjLQsmVLVFVV4dSpU2IWoaVLl6K0tJQmU9i3bx8mTJiAJk2a0LG1Zs0aaGhoICgoiJ6rrKwMgYGBsLS0hJSUFObNm4dDhw4hICAAEhIS1L3q5s2baNOmDXx9fenzEwgEKCoqgrOzM+bOnQtAOIksKirCzp078eDBA9TU1ODFixdYsGABBg0ahKdPnyI6Ohrm5ubQ0dGBnZ0dvL29aX8iIyMhISGBzZs3U9emqKgoqKioYPr06Zg8eTJatWqFkJAQ2mby5MmQlpZmBfJPmTIFrVq1QlxcHObOnQt5eXkMGDAAlZWVKCgooAkehg4dynr+fn5+sLS0hJ+fH50Yi7rhMdcECEX19OnTYWNjA3l5efj4+GD27NmorKzEq1ev0L9/f7Rs2ZIK4rKyMhw8eBAKCgro3bs3unbtCk1NTYwYMQKVlZV4/fo1IiMjYWZmhrlz57IERWxsLNzc3CAnJ4e+fftixYoVAISue46OjjA0NKRi6c6dO7Tt1q1b6UTbx8cHnp6ekJGRQWJiIj32u3fv4OLigqCgILRp0wZt2rSBrq4uAgIC6PidNGkS9PT0sHLlSlbGxFmzZsHDwwMKCgoYOHAgNm7cCEDobmZpaclK8HDixAnq4jtkyBDqIrhr1y7Y29tDUlISa9eupccuLi5GYGAgXFxcoKqqig0bNuDu3buQk5ODh4cHteIwCTC8vLzw7t07OmZUVVUxbdo0zJs3D40aNUK/fv3osUeNGgUZGRls2LCBvuOYcamsrEwTRhQVFaGqqgozZ85Eo0aNaKp5Pp+PmJgYtGrVChs3bsT58+ehqqoKNzc3ugDFJHiwtbWl7+YjR47Q9//KlSuhp6cHU1NTei0JCQnQ0dHBqFGjxKzCHP8dOKHEwcHB8Q/x+fNnODk50ZTA5eXl0NDQwNixY1mTog0bNiAwMJDWJFFSUsL169dRWlqKqKgo8Hg8Vg2W3r17Q0lJCSkpKQCERVuVlZVpbMjy5cvB4/FYq/dRUVHQ0tLC5s2b8fjxY5iZmdHV75SUFFb8CsPUqVMRFBQEgUCAixcvQldXl57jwYMHYumgP378iP79+1N3k1evXsHFxQVWVlZiSQdu3rwJQ0ND6Ovr4/Tp0/TzZ8+ewdLSkgqo5ORkyMvL0wkVc98SEhLg7OyMqVOnQlVVFXFxcVi/fj1kZGQQHh7OilkaPHgweDwezp8/Tz87efIkpKSksHDhQty9exf9+/dHkyZNqAXl4cOH8PHxgaOjI44fP46MjAwYGhpSNyMrKytqESsvL0diYiKcnZ3h5+dHJ5vMCrmUlBTMzc3pBE302TOuQuXl5ViyZAk6duyIb9++obq6GgEBARg3bhxkZGRYFqGnT5/Cx8cH58+fx9OnTzFw4ECoq6tDQUGBtTLNxJAZGBjAz88PQ4cOhYuLC8zMzODj44MFCxaAz+cjOzsb+vr6GD58OKt/ly5dgpWVFd6/f896xiYmJti7dy8+fPiA6dOnw83NDc2aNYOlpSUVG8z1L1myBEpKSrh58yYqKysxe/ZssWcRGRlJY1SuXbsGIyMj6vZ36NAhNG/enE7IRZ+pm5sbgD9iqxhBd/fuXfB4POzYsYPu/+XLF0ydOhV9+/aFQCDA8ePHISkpiSVLluD48eMYPXo0eDweff5MggfRAsdxcXFQVlZGSkoKioqK4OvrC01NTaSnpwMQWlbCwsLA4/Fw//59ZGZmQl9fn2azrKysRKNGjajbGSC0HI4cORJ2dnYoLCyEQCBAbGwslJSUcOLECdy7dw9+fn5QVVWlLlovX76Ek5MTZGRkcP78eVhZWWH9+vWIiIgAj8ejYyApKYk+e4aSkhIEBATA0NAQSkpK9J4tXrwYPB6PWkgAoWVJUlIS+/btAyCM71NSUkJycjKuXLkCT09PaGho0Ak+k+BBRUUF79+/h66uLjp37ozQ0FDIycnR+5ifn4+AgAC0adMGe/bswbdv3/D06VP4+/vDzMwM5ubm9J1w/fp1SElJiWUEXb16NUaNGoWamhrcuHEDhoaGVJQdOXIE0tLS1FLF0Lt3b3Ts2BEAsHTpUigrK9P3THh4OKSlpen1l5aW0sWgkydPIjMzE+bm5nTc3rp1C82aNWOJdYFAgK1bt2LEiBHU0mVra0vjlHJzc6GlpYXw8HBWv5YuXQpTU9M63ac5/nk4ocTBwcHxD1FYWAgbGxt8/PgR2dnZUFdXx7Bhw+j21NRUOiktLi4Gn89HSEgItm3bBkBY40hBQYEKGFHXshkzZlDLxNChQ6l70v79+6GgoMCyPjAwSSIuXrwIAwMDAEKLF7PSCghjhkRTVYuuvnt6egIQxh/JyMjQicjXr19pYPbnz5/pCjzjftalSxfY2dnRCSVDYGAg9PT0EBwcTD+7evUqNDQ0AAhFUm1LyqZNm6jgOHLkCAwNDenk9v79++DxeFBUVERISAh11wGEge1M7ENlZSW6d+9OJ6xM4VdGKDDcunULXbp0wdWrV6GpqUmz6N25cwdKSkpQUFCgAejl5eU0iJ+5F8znmzZtQpMmTTBjxgzURjQ7XFRUFGRlZXHjxg1UVlZiyJAhkJSUxMiRI+n+paWlCAgIgJ+fH73PK1euRNOmTdG2bVtWPShAaOk7fPgwunbtisGDB2PWrFnIz8+Hnp4e0tLS8PnzZ2hoaLCufcuWLdR9qK60zT169ICioiIUFRXRvXt3rFu3Dt+/f4erqytGjBhB96uurkb//v2pNePYsWOQk5Ojokc0Tfnq1atRXV2NAwcOoF27dgCE419UwH///h3Hjx+nbZj7dvHiRTg5OQEQJhIRHZvfvn2jCwZFRUUQCAQoLy9H9+7daWa23Nxc6Orq0gks8736/v07bG1t8erVK3z+/Blubm7Ys2cPAODcuXNo3rw5FbBMm8zMTMyZMwd8Ph/37t2DnZ0d/VxLS4tmNwRArXfv3r2jk+T379+jffv2dBHk/PnzkJaWpvdQ1N1t2LBhePv2LUaPHg1VVVXIy8uzEi4UFRVhypQpMDY2hoODA/r06QMnJye0bdsWAwcOxPr168Hn83Ho0CHIy8vT+yz6XFauXAk+n493797B0dGRCpja/WLGYnp6Ovr3708FeKtWrdC4cWP6TmPIzs6Gt7c3TE1NISMjA3t7e3To0AEPHjyAmZkZ+Hw+jh49yvr+f/v2jRWfxjz//fv3w8rKCoDwnSD6Pvv27RuOHj1K2/D5fJSWliIoKIjuk5KSAhkZGTouy8vLUVVVhaqqKmzatAnV1dV4/vw5HZcHDx4Uey8dPnyYlegEELrQGRkZ4du3b7SQr6hIEnXtFfUO4PjvwgklDg4Ojr8J5keSiSn49u0bjI2NsWjRIhgaGmL48OGseAMfHx+cPHmStv/27Rs0NTVx7NgxXLx4kfVjXFVVhenTp7NiCQDhj7S5uTkSExNx48YNVpvq6mpMnjwZhw8fBvBHkPu7d+/g5uaG2bNnswKpAaEI8PPzY6X2FggE2L9/P10BlpeXZ63WHjp0CMHBwdTysGzZMvTt25duT01NRWBgIOzt7elE7vv37+jXrx+OHTsGgUBA+/b+/XsEBARgwYIFNNMaw927d9GjRw+aqvz06dM029WJEyegoKCA3bt348KFC+DxeBg6dCirZg5zT75//w5zc3Ncv34dX79+hbq6OksobNiwgbo1lZaWIjY2FoMHD6bbHR0d4erqit69e0NOTg5nzpyhVqGcnBzcv38fKSkpePr0KU3KsWrVKjRq1IhVpLd22mxZWVnIyMhQQfnp0yd07NgRVlZW6N+/P2bOnIkOHTrAwsKCjqPk5GRs3boV58+fx5AhQ+Dk5MRysxI9j6jo6datG6ZPnw4tLS2MGDGCHu/z58/o3r07tm/fTkXcp0+fkJ+fz5rMbdu2DXv37kVZWRkVoGFhYZgwYQL4fD4EAgGqq6tha2uLpKQkpKamsgRMdXU1Fi5cKCbszp49i+7du2PHjh2sCS8gFCfDhw9nxXDU1NQgOTkZBgYG2L9/P8v6yIyL3r17s9p8/foVRkZGSE1NxadPn8SEYlJSEssiCQi/mw4ODsjNzcXx48dZ3zPGoljbanrs2DGYmZnhw4cP0NPTw7Bhw6iguHz5MsLDw6nrGENBQQFMTU2Rk5MjJhSY8zDxjAwbN25E8+bNYW5uLmZFKSoqwunTpzFw4ECMGjUK8fHxKCsro/vWfs/w+XzExsZi165drOPk5OTA2NgY+fn5VIyI9mvr1q0sl1dA+C5hUpN3795d7LtYWFiIJ0+eYPfu3bh+/TqN0TQ0NMTEiRMhLy9PzwEIF0JcXV1Z2TcFAgFu3ryJTp06UYuy6Ji5ePEi+vXrx7K0VldXw9vbGxcuXMCJEyfE3rMJCQk4deoU/RsQilpVVVXMnDmTFSsIALdv34avry9dsGG+DxUVFXB2dsbatWuho6OD8PBw1vu/S5cu9Dz1FTbm+OfhhBIHBwfH34Cou1JcXBxev34NAJg7dy71sRdl6tSpsLS0RE5ODrKzs6m7VlRUFPz9/SEtLc1yt8rPz4evry8VDs+ePaOT8CVLlsDGxgYSEhIsV5DPnz/Dx8cH8fHx2LRpExITE5GTk4PCwkIEBgZCQkICUVFRdP/y8nL4+/vTDHJ79+6lK+iMqxGPx8OCBQtYbTp16kRdmq5du0bdBUWPnZqais6dO6Nly5YYPXo07O3t4eTkhJqaGqxbtw4bN27E+/fv8f37d3Ts2BE8Ho/lolRSUgJ/f38EBQXRSWJBQQE+fPiAwsJCODs7UwtBeXk59PX1wePxMG/ePPpsmBgYAOjbty/CwsKgpaWFkSNH0gnM9+/fERgYiJUrV9IsWo8ePaLFaDt16gQ/Pz9UVFTg+vXraNasGQghdHWYWcHX0dFB+/bt4ePjQyfpa9euRZMmTVj3DxAWolRRUcGIESOoSGJEzdevX7Fw4UJ4eHggODgYkydPRnV1NQQCAR48eAAlJSXqDsSs5js5OdHYCoFAgJUrV2LPnj2YO3cuFcDR0dE0zkZ0khYdHQ0TExOaUODYsWNwdXWFuro6goODsWrVKtTm8+fPmDZtGhQUFPD06VO8efOGWiUmTZoEHx8fVsY1QCiIAwMDsX79euzYsQPnz59HZWUl3r17h1atWoHH42HlypWscebr60vHWVJSEhWEAoEAfn5+4PF41M1VdGz26tWLCllm7AwZMgQzZ86EtrY2wsPDqaXm8+fPCAsLQ2JiIvh8Pk3eUVpairZt28Lf359l5QWErnAeHh44ePAg7t69Sye/NTU1sLOzA4/HY1mSAeH33NXVlcaqMPFreXl5sLCwwJgxY9CiRQuW6MvIyECnTp1YrqpHjx5FUlISbt++TROqiCa/EBVUL1++pPXD5s6di44dO0JKSorl1vjp0yf4+/tj+fLlAECttzk5OTAzM0NkZKRYv9LS0tClSxfqygsIE8IwVqTMzExaw40RS6L9Wrt2LWbOnIl3796hpqYGU6ZMgaysLOueVVRUIDAwEJ06dUJNTQ127dqF1NRUFBcXIysrCyYmJjSNO0NZWRn8/PzomGFEKZ/PR+fOnWFlZYUWLVqwnuW7d+/g5eWFTZs2Yc2aNYiOjqYLBNHR0ZCQkGBlGKyoqECnTp0QGBiImpoaXLlyBYmJicjKykJ1dTXCwsIgIyODLl26sJ7/lClTYG1tjdzcXHD8XnBCiYODg+Nv4tChQ5CRkcHMmTPphPTx48cICQmBiYkJ4uLisGnTJoSHh1Of/djYWPTq1YtOrvbt2wdNTU34+fnR+kgfP36Ev78/2rdvDz6fj+nTp8PX15eKGMb1yNnZmRZtZCwzjo6OmDhxIlRUVLBlyxZq9bl37x6MjY3h4+OD2NhYbNiwAR07doS5uTmqqqowefJk6OjoYMWKFTSZw44dO2Bvbw8vLy+cO3cOu3fvhp+fHywsLFBdXY3IyEiYmJhg7NixcHJyQqNGjViuJhkZGZg+fTp8fHwwdOhQVFVVITIyEioqKkhISKDJJz58+ABdXV24uLhg2rRpWLVqFe0bM9kTTbf77t07mJqa0mQMBQUFGD16NE6ePElXd1NTUxEREUFFxfr166GrqwsnJyexRBKtW7emQleUx48fw87OjsZ1vHr1isb+nD59GqtWrYKKigqdDDIxHszEtqqqCmvXrgWPx2O5Ik2YMAEjRoyAQCBAVlYWkpKSYGVlhS5duoit7DMwfQ4JCYGzszMV2k+fPsWAAQNgZ2eHiRMnIjAwEIqKipCWlsasWbNojZ7y8nJ069YNbdu2xYgRI7B06VIMGDAA8vLydAydOHEC0tLSWLhwIc6dO4fw8HCoqqqy0sCnpqbC19cXBgYGePDgAWbOnAlfX18av3X9+nW0bNkSTk5O1OKQl5eHgIAAODs7Y9KkSVBTU8PKlSupaLhx4wYkJSUxYMAA7Nq1C8eOHYOXlxcdZ8zYnD9/Ph3Pp06dgrOzM9q1a4cTJ05g8+bN8PX1hampKaqrq5GamopJkyZRt8j58+fTWluiAjo6OhpGRkZ48+YN4uLi4OvrS7NUnj59GioqKvD39wfwh3XS398fHh4e2L9/PzQ0NDBmzBi8ePECAoEAhw8fRrt27RAYGIjc3Fy6kCArK0stUPHx8Rg2bBidNK9evVpMXDEC3tvbm1rsXr58CUVFRezfv5+Ox/DwcDg4OGDlypVUjMTFxWHMmDHw8/OjbmgXL15EmzZt0KFDB/q8c3Jy4O/vD0dHR/D5fCxatAhjx46lbpjMPRMVCiUlJQgMDISvr69Yen59fX3qUpiRkYE2bdqgW7duNNmFq6sr3Nzc0KpVKyQmJtIFhbS0NAQHB8PQ0JAmjvHw8KDvpsjISKiqqiIhIYEe/8yZM2jatCkGDRqExMREHD16FB4eHnTMzJo1Cy4uLjSO6fXr1zAwMICNjQ2qq6tRVlaGwsJC+Pv7w8XFBZMmTYK6ujpWr15Nk6NkZGTQ7IaxsbGIiYmBl5cXzMzMUFVVRV3yZs2aRUs+ZGZmwsrKCh07dsTixYtx8OBBjBgxAvLy8mKFsjl+DzihxMHBwfE3kJGRATU1NbGECIAw8UFsbCy0tbVhb2+PoKAgPHr0CNOmTUPLli1x+PBhVjHTNWvWwNjYGBYWFmjfvj0cHBxgbW2NqqoqGlB96tQpOoEBhALL1dUVampqMDMzg5WVFezt7bFt2zaoq6uzkkEwFoQbN25g5MiRMDAwgK+vLwYPHozq6mps2rQJrVq1YqWGZti5cyc6d+6M5s2bw8nJCb169UJVVRXOnj0LOTk5Gg9SXFyMrVu3QkpKihVjA/yxer5nzx6oqamxYnoYAZCTk4PBgwfDxsYGPj4+CA8Px7Rp06Crq4t27dph4MCB1Ory6NEjqKmpYcKECdi/fz8CAgLg6upKr/PgwYOQlJTE/Pnz6eS0vLwcY8aMgaWlJQIDAzFt2jSEhISgRYsWSE5OxsqVK7F69Wp8+fKFZS0UDXjftGkT/Pz88P79e1RUVCA0NJRaNBj3LGa1vqysDN+/f0dNTQ0OHTpEBZxAIMDAgQNhZmaGuLg4ODs7o3PnzhgxYgRNKS8a98XAuCqePn0atra2rMQdL168wNSpU9GhQwd4eHhAW1sbmzZtEjtGaWkppk+fDm9vb1haWiIsLIwKqTdv3sDBwYFaDoqLi6Gurg47Ozvo6+tTF8KysjJs2bIFr169wvTp06GiooLDhw+zAtPPnDmDli1bwsbGBiYmJnB2doaNjQ21pN29e5cKX6aP586dg7W1NbS1teHk5ISePXuiqqoKW7duhbKyMms8M+3OnTuHbt26oVWrVmjfvj2tR8QkhIiJiWHF8IwePRqKiooYNmwYIiMjERYWBgUFBaSlpWHKlClQVVVFUlISddv69u0bli1bhkaNGsHb2xudO3eGq6sr2rZtiwsXLlBXUdEaOKWlpdi1axfatWsHWVlZmJiYwN7enoqTqKgoqKmpYe3atdSKV1VVRa2yAwcORL9+/ViLGKL3afTo0Wjbti0Vme/evcPIkSNhY2ODwYMHIzAwEM2bN0fLli1x/Phxuh8gjOcxNzdHmzZtYGJiAjs7O9jZ2dHzq6urY9WqVdQSU15eTpNejBgxAkOHDhXrF/P9vXPnDmxtbXHixAl6vkePHsHS0hJWVlYwNTWFpqYmNDU1cePGDdQmLS0NixcvhqmpKYKCgjBu3DhUV1dj48aNUFVVxb1791jfIUDohurj4wNlZWVanLaqqopmqzt48CBdfAKEsUny8vKwsLBAu3bt0L59e1hZWeHgwYNQV1dnfacYnj17hoULF8LCwgJdunRBREQEqqurcf/+faioqCAxMVHse5aeno4BAwbAyMgIlpaWCAgIEHPT5Ph94IQSBwcHx9/Anj17YG1tzYrjqF3UsbS0lLoAPXjwgFZhZxD9gb18+TI2bNiAqVOnYvv27eDz+cjMzISFhQUrrknUberp06c4evQoli5dimPHjoHP52PatGno1KkTXYUGxNNTl5aWsrYPHDiQrhrXjrtiyMrKQllZGd2+fft26Ovrs+oVlZeXY+XKleDxeJg6darYdc6ZMwcBAQGoqqqifartq19ZWYnKykocPnwYOjo62LNnD2bMmAEHBwc4ODhQS8rWrVuhoaEBExMTuLq60v6+ePECRkZGLLcvhrKyMmzcuBE9evSAp6cnRo8eTQtzOjo6omnTpjTrXXV1NUpLS9GjRw+0aNEC/v7+aNKkCY3/AoDu3bvj2LFjNDhcNFZs8+bNdOUfELrbMVnZvn37RmO4lixZQlea9+3bB2dnZ5puGRAKMNFg+4qKClhZWbFSITPPq6KiAmfOnIGxsTEr9XDte3z48GGxTHQVFRWYPn06Xr16hdzcXLRu3RqjRo1Cbm4ufH19IS8vj2nTptH9nz17hjZt2rDGJvDHWHv06BF2796NuXPn4tChQ+Dz+Rg5ciSNDWL2E/0OlJSUID8/H58/f6Z9Hj16NLW0MPvW/p5lZ2ejqqoKAoEAL168gJ6eHivWTZRFixahb9++cHJywpgxY/DkyRPcunUL+vr6OHfunNj+FRUVuHXrFgYPHoyIiAgsWbIE1dXViI2NRe/evVn9YsYg0/fLly/j7du31J3v/Pnz0NTUrHNCDggtuH379qV1gZjrrK6upse+evUqbGxsWO5479+/x7x58+Dn5wdfX1+YmJjg5MmTrCQrzL8zMjJw9OhRxMfH4+jRo+Dz+Th9+jTU1dWp9aU269evR48ePRASEoIZM2bQftUukurv70+zzDG8fPkS69evx9KlSxEXFwc3NzdW7Fztd5NokW5AmJ2OiRes631WUVGB/Px8FBcXQyAQ0HHJJF2pTX5+PhYtWoT58+djx44d4PP5iI+Ph4eHB+t7UrtftWu2bd26lZUWvHYbgUCAkpISfP36tc4EKRy/D5xQ4uDg4PgbSEhIgJGREY0BEP2RvXTpEsuVSyAQ4MaNG9DQ0GBVZWeorq6u88c0IyMDrVq1qnMCU1VVxZpAMxOh4OBgBAYGin3OVJwXTf3M9C0wMBBDhgwRO0d5eTkrDkG0zd27dyErKyuWbCIjIwMtWrQAj8dDREQEa1ufPn3g7OxM/2YmFnw+H5cuXaKueIDQrZGJWeHz+dTiYGtrS8VSVlYWcnJyWNd48+ZN6OnpUUsJ09/a/Wf+i4+PR2RkJAQCAYqLi+Hm5gZ7e3vq1peZmYmRI0di3LhxOHfuHOLi4qgVMSwsDLq6upCXl2fFfeTn58PT05P2n6n5IurWyOfzWYKoqqoKAQEBCA4Opv29e/cu9PT0oKKigsWLF1MXvzNnzrDSvYte4+bNm9GyZcs6Be/du3dx//59VFdXIzg4GK1ataLpkoE/JqkxMTEIDg6mY3vq1Klo3bo1OnToQC1H9+/fh6qqKrW+iN7jiooKsfpSVVVVsLOzQ1hYmFifKysrkZ6eLjZJFggECAkJQdeuXVGb8vJy6u4nyu3bt9G6dWs8f/6cJRRqU1VVRbcfOnQIenp6rEkvs60+Qd+/f39WHKLo9kePHomdDxAuLlhbW6OyspLuz5ynPhF44MABVl0jAHB3d6fugAx8Ph81NTVIT09Hq1atxJJTAML7LDrmGDZt2gRHR0dUV1fXe921n83GjRsxZswYvHv3ju6Tnp4OY2NjuphQ+xgxMTFwcnISu8bq6mocOnSIlehCIBCgqqoKjo6OrHeTaH/u3Lkjdj1XrlyBsrIytSQx33MAYkWoGWbNmgVbW1uWSyYgHCP79++n3wPRPsycOROmpqb0M1GRdPfuXbHCzBy/L40IBwcHB8dfTps2bUhWVhY5ceIEIYQQHo9Htx0+fJgkJycTgUBAt5WVlZGPHz+SqqoqQggh1dXVdP+rV6+SM2fOsD4jhJCqqipSVlZGSktL6d8MN2/eJPv27SOVlZWEEEIaNRK+7rt3707OnTtHkpOTWZ9/+vSJJCQkkMzMTNY5eDwe0dXVJRcuXCCfP39mbZs0aRJZvnw5uXnzplgbbW1t4unpSRISEsjVq1fpNgUFBRIUFEQ2b95Mdu3aRVJSUui2Pn36kKysLJKYmEgIIaRx48aEEEI+fvxIli9fTh49ekTWr19P5syZQ9auXUuKiorofu7u7mTx4sUEAOnYsSMpLS0lBgYGRFNTkzRq1IgIBALSpEkT8unTJ1JSUkJatGhB7zPzbG7dukXOnTtHeDweKSoqIp8+fSLNmjUjNjY2hMfjEXl5eZKcnEyaN29O5syZQ1JSUoi0tDTZsmUL+fz5M0lJSSELFiwg7du3J4QQsnr1aqKiokKUlZVJz549ydevX0lBQQEZNGgQKSsrI6NHjyarV68mW7duJadPnybjx48nqqqqtE9ycnKksrKSJCQkkG7dupHs7GyyZ88ewuPxyJMnT4itrS159uwZGT16NLl8+TLp1KkTiYyMJC9fviTKysrk+fPnhBBCBAIBvUZ/f3/SqFEjEhERQQghpGnTpoQQQgCQbdu2kUuXLhFCCNm3bx9xc3Mj3bt3J1euXCGEECIhIUEIIeTJkyekpqaG3sPS0lIydOhQkpycTFRUVAghhDRr1ox8/vyZNZ4EAgEBQG7cuEHOnj3LGq9NmzYl3bt3J/fu3aPjhenz27dvyfz588mLFy/ExpmhoSF59OgRefLkCQFAt339+pWsWrWKXLhwgdXmw4cP5PXr10RJSYk0atSI8Pl8ep4HDx6QBw8eEACkadOm9LshLS1N+Hw+ef36NetYAMj27dtJRkYGPQaEC9BER0eHFBYWkjdv3tD7LxAIyLdv38jy5cvpfRZFIBCQd+/ekYKCAsLj8QgAwuPxSE1NDTlx4gTJzc2lfSKEkEePHpFZs2aRNm3akFmzZpGTJ08SQgiJj48nHz58oO8eAKRx48a07ZcvX8inT58IIYTw+Xx6327fvk1OnDhBKioqWP2qrq4mr169IsXFxaRRo0b0eDU1NeTkyZOkoKCANGnShNXm+fPnJD09nZibm5PIyEhy/PhxYmZmRjQ0NMjt27cJIX+8e5h75+DgQG7dukWOHj3KOlZpaSnZuXMnuXbtGuvZN23alHTt2pWcOnWKvoOYY2VnZ5PVq1eLPTMVFRXSqFEj2gfmuRBCyMmTJ8np06fFnoupqSl58uQJSU1NpfsSQkhFRQVJSkqi71LRvnl7e5OXL1+SrVu3EkL+eJdVVlaSnTt3klu3brGOxfEb89/RZxwcHBz/+0RFRdEihDk5Ofjw4QMiIiKgpKTESk8LCFdN/fz8YGVlxfKbLy8vh5ubG2JiYuo8R//+/dGyZUtWKl4mI5hokDVDbm4uBgwYAD09PezduxfFxcV48eIFAgMDYWdnJ+YeAgjjUdq0aQMnJydkZWXh06dP8PHxgbS0NFxcXMRWvRlOnTqFjh07omPHjli1ahXOnj0LLy8vdOrUCW/fvoW2tjbWrFlD93/37h0GDBgAR0dHrFq1CqWlpUhPT0fnzp1hZ2eHmJgYyMnJwcXFBfr6+jA0NGTFWPD5fFy4cAGampqs+jSifP/+HZqamtQtSpTx48cjJiYGd+/ehZGREXR0dMDj8TB+/HixY/j4+MDExASHDh3CjRs3IC0tDWlpaRroz6xO37x5Ezo6OtDT00Pr1q3h5OQEGxsb6go2cuRImg0wKysLO3fuhJ2dHfr164d9+/ahtLQUw4YNQ58+fehKe0xMDIyNjVk1ZD59+oQTJ05QawKPx4O6ujprLAHClfalS5fCwMAAI0eOxLdv3/D48WPExMRAUVGR9h8QjslevXpBSUmJ5Q4WHx8Pa2trTJo0CcOHD0eLFi1YK+QCgQBlZWUIDQ2Fk5MTjeH68OEDqqur4eHhgXHjxond/6tXr6J9+/YICQmhbn85OTno0qULXFxcxNydmD6am5vDysoK165dQ15eHk1CUFebL1++oF27dggNDaUWV2acDx8+HDNnzhSzaDx79gxaWloYM2YMy3rDXIuoGylDQUEBVFVV0blzZ5rIobq6GtOnT4ehoaFYGnBAaO0yMTFBbGwsK/tZeXk5XF1dWRn8RGuCrV69GsHBwVBQUMDgwYOxatUquLq6YtGiRazrYxg4cCD09fVZcV2VlZXw9vau87lcu3YNbdq0wfz581mxZmVlZXB1dWVlI9yzZw/L7W/z5s3o168fZGVlERERgR49ekBKSqremJyIiAhISkoiISEBDx48QEZGBnx9fWFtbV3n82fKF3h5eVGLam5uLjp37gxnZ2exNh8/foS7uzu6devGioXi8/nw9vZm1f0SZfjw4WjevDkSEhJw584dnDlzBj4+PvX2q7i4GGPHjoWuri7NVpqXl4cZM2ZAWVlZLHU6x+8LJ5Q4ODg4foHaYgAQ91dnKCkpwezZsyEhIQFtbW2oq6tDTk6O1v2ozalTp+Dp6QldXV1s27YNq1atgqmpKRQUFFiCQJQnT54gICAAUlJSmDt3LmbMmAEvLy+Ym5uLTfgY0tPTMXHiRDRt2hQaGhp0Al87ABv4Y5L19OlTWFlZQU1NDerq6pCUlESbNm1QVVWF5ORk1n0RnZhduHABY8aMoYHr7du3R1VVFXJzc2FnZ8dKXw4I3ZImT55MC5i2bt0azs7OyM7ORlhYGO7cuYPKykqkpaXBysoK5ubmYnEA9+/fr/OZMH08ePAgFBUVERwcjGfPnuHWrVuYMmUK5OXlcevWLXh6emLs2LE4efIkzeK3YcMG1jV+/fqV1nBJSEiAlJQUZGVlMWDAALHzVlZWIiEhAStXrsTBgwdZdYW6desGQ0NDrFu3Di4uLvD390d4eDjc3d3h5+cHAKzYr+nTp0NZWRnnzp2jwf6i9/zTp0949uwZxowZAx0dHVrfRbTvBQUF2Lx5MzQ0NNCyZUsYGhrC0NCQNfkWPW5wcDCUlJSoG15mZiYmTJgATU1NqKmp1ZnkAxC6AAYFBaF169bw9PREy5Yt4ejoCAsLCzFXLYbjx48jMDAQLVu2hL6+PkxNTWniktrXwTzjoqIiODg4wMDAAEpKStQFkzlH7TbLly+nCSHevXuHu3fvYurUqVBUVKTZyWqLiz179qB58+YICwvDpk2bkJycDHd3d1haWorF6zH9evr0KTQ1NWnCgoCAACgqKtZ5nxliYmJgYmKCkSNH4vTp0zh79ix8fHzQrl07+n2ePn06DAwMWPWxiouLcevWLWhra8Pb2xs8Hg+ysrIsF1OGmzdv0iLBcXFxmDVrFisjXF1MmDABZmZmiIiIwNWrV3Hp0iUqYJg2TPbBpUuXigm9e/fuoWfPnnB3d6dp+ms/G0A41ufOnQsFBQUoKyvD1NQUHTp0qPPdxHDy5En07NkTUlJSMDIygoqKClq0aFHnmAGE7ncWFhbw9PTE1KlTsW7dOri6utLrF332om0nT54MPT09SEpKghBC65cJBII6+/Xs2TNMnToVEhISMDAwgJmZGTQ1NRt8/hy/H5xQ4uDg4PhJmB/Nd+/eYd++fVi5ciWNHapPLAHCeI1Ro0aBx+OJCYPaPHjwAEOHDoW2tjb09PRACMHBgwcbPEdhYSFmzJgBR0dHdOzYEUOGDKGTF9FJXO1g5PT0dBw5cgTnz59nTd4bKna4Z88erF+/HlpaWvD29saUKVPA4/HqjG0SpaCggK5Gjx49GkZGRtDQ0GBN9hlKSkrw/v17HD16FDdu3MCmTZsgLS2Ndu3asSweT548qVMsiV5jXX0pKyvD2bNnYWhoCHV1dejp6cHCwgKpqamIjo5G//79UVhYCECYWIGJnVq/fj0tagkIx0NUVBS6deuGhw8f4vLly1BQUEBoaKhYX2pP1pn+fvv2jQbYL1iwgGb827NnD9q3b8+6rnfv3sHGxgYHDhxo8F4zDB06FHZ2dmLnZ9oUFxfj4MGDuHnzJo3/unfvHvbs2YPDhw+z4ui6d+8ORUVFah1as2aNWFrzuvpz9+5dzJw5Ey1btoSioiJUVFSoGBEVS6JtXr9+jStXrmDp0qU4fPgwfY61s5qJXheT5W7btm04ceIE+Hw+ysvLWRN/0fiVzZs3w8nJCU2bNoWRkRFMTEzw4MEDsZV+0XMdPXoU/v7+UFRUhK2tLTp16oRTp07h1KlTYgKDafflyxesWbMGkyZNwqJFi1iW5Pom5EuXLqVix9raGt7e3vR7zNzLy5cvs6xbAoEAeXl5MDQ0hI6ODiIiImBgYEDrCNV+/i9fvsTs2bNhamoKT09PmuHy48ePrGsRbTd37lwqdKysrODh4UH7tX79eqioqODWrVv0ukS/JwKBAOXl5fj48SOGDx8ODQ2NOuOhGJ4+fYqbN2/i9u3bqKmpwdu3b2mduLruX35+Ps6dO4c+ffqgSZMmNDFKfc/l7t27GD9+PAwNDeHq6orQ0FCkpaWJJbKpfZ7MzEykpKTAz88PcnJyuHbtWoPvzIqKCjx8+BAbNmzA4cOH67QkcvzecEKJg4OD4ydgJgzp6enQ09ODtbU1FBQU0KZNG7HsTrXZuXMnGjVqVGfWLIbaP7QJCQlo1KgRDcivb6VXtH9M5qW8vDwUFxdT16K6BJZopitAOHmsPRERpXYWsqdPn0JSUhLNmzenCShqr6zXdW2HDx9Gy5Yt0aJFi3pXVmv39/Pnz/Dy8kLjxo1ZyQWYftja2kJZWRnfv3+n53ry5Amtb1QfTMay9PR0fPjwAdOmTYO6ujqMjIxY+3358gV9+vShbkbMPXj48CFsbW2pC49AIMCpU6egoKDASkowYsQIKigWLVqELl26wNTUFGPHjqUua6L3nnHD7N27N+vepaenQ1pamnU+BtEEAHfu3MHJkyexYMECGBgY1Bk4LhAIEBcXh/DwcCpgjxw5AgkJCVhZWUFCQgJOTk6sgp3BwcFQUVHB1KlTwePx6Nisa5JY+7OSkhKcOHECPj4+cHZ2pmm567NEin5+//593LlzhxVsX1cGsqysLFp/bP/+/XB0dBT7btbO9DZ37lxER0fj48ePiIiIQGhoqFgGM9FzvX//Hg4ODggLC8OBAwfA4/FoYo/aiI7jlJQUREZGYtSoUXRhoja1v4+ZmZl4//49PX9OTg6cnJywe/fueq/p1atXaN++PXR1dTFq1Ci0bt26Tgsxw+7du6k4j4qKwuDBg8WsfaLty8rKsG3bNrx9+5YKoKqqKgwYMIAmZ6kvEUVNTQ1ycnJowdmGRLbovZg5cyb8/Pxw7ty5OhN6MP+/fft28Hg8pKSkAPjx+6impgaVlZUoKyvDgQMHYGBggK1bt9JxVt94BISW2/79+0NaWpom0/mZ7wHHvw9OKHFwcHD8ANGJsZSUFGJiYpCfn4+XL19CU1OTlea5Nlu3bqUrwwwNWZ8EAgESExPB4/GgoaFBP2tIKImKmAULFsDBwQGWlpbw8PCgq861f+hF/16yZAn8/PzQtm1bREdHi2VxqoukpCTIy8tDSUmJlUWvoX7Onz8f/v7+sLGx+am6IRcuXKAWpy9fvsDZ2RmtW7dGZmYma7/09HQMHDiQnvvQoUPQ0dFBXFwcLVpZm5qaGnoPmIlRXl4epkyZAmVlZURHR7MmOV++fEFQUBDs7e3x7t07LFiwAH369EFoaChrQlZTU4NTp06hRYsWsLGxgZOTEwwMDFBdXY1p06ZBVVUVy5cvx6lTp9C4cWN07dqV1r/6/v07tm/fjoCAgDpr0bx58wampqbYuHEjKyMgILRArV27FocOHYKysjK8vLwgIyMDCQkJzJ8/v857sGPHDvB4PEyaNAnPnj2Dk5MTEhISUFFRgRcvXmD8+PGwtramsTE1NTUwNzcHIQRWVla01tePJoOiVjhRscRYV+pyZ2WIjIyElpYWmjZtiu7du7PSOjPHjI2NxeXLlzFgwADweDxER0ejcePGSEpKqvOYTLuysjLMmDEDTZo0gbe3N5o3b4709PQGr6W4uBjr1q2Djo4OmjVrRs/R0LjfuHEj5OXlERYWBj09Pdjb29drWarvXtbU1CAzMxNSUlJimSQBdnrqO3fuwNzcHGZmZjAyMsLTp0/rvMdlZWUICgpCkyZN0Ldv3wavn+lXdHQ0hgwZwhIbNTU18PPzo6ndRSkvL6eLG7Nnz4a5uTl0dXXRrFkzREdH15tpjkG0FpdonbjaMO9ZHx8fVhxVQ/eT2bZ7924sXLgQjRs3hrGxMfbs2UM9BRoa2z8rljj+3XBCiYODg+MnePnyJSQlJTF9+nTW5+3bt0dMTAwGDBiA3bt3s1wrNm7ciMaNGyM8PBwuLi7o0aMHXeGuTywxbWJjY+Hs7AxbW1s6CfqRVWnatGlQUVHBjh07kJKSAisrK+jp6dW5es8wdepUqKmpYd68edi7dy8kJCQwdOhQsTTltd1p7t27h5cvX+LatWtQVVWFr68v3beufvL5fKxcuRLS0tIwNTVtcCIiEAiQnp4OHo+HyZMnU7H35csX2Nvbw9jYWEwsMZw5cwbNmzfH+vXrG3TtYcjNzYW9vT1u3rwJQOgiOHHiRDg6OmL27NmsfQsLC2lh0GXLloHH40FPT69OMfb06VMMHz4c0dHRqK6uxqNHj2BiYoKLFy8CEAbuS0hIsFwxc3JyMGrUKPTq1YtVI0dUFHXq1AlmZmY0cB0QWh86deoEPz8/qKio0FTkjHBggvpFYe77wYMHwePxMGbMGAQFBbFSsGdnZ2P06NFwdXVFXl4eEhIS0KRJE/Tv3x++vr7o0aNHnem/a5+jNkwh0LrEkmiba9euwdzcHJcvX8bp06fh5uYGT09P7Nmzh+6zaNEi8Hg86ibo5uZWZ+r5+igtLYWtrS0VWAx1fVeYvt2+fRvS0tJQVVVlJfqo6zudkJCAxo0b05TY379/h6KiIo3rqy/td13WjNzcXFhZWWHp0qVi8VcHDx7EggULMHPmTAQGBsLa2hqEEDRq1IimI6/rmqqqqqCpqYmmTZvS+9rQe+bBgwd0u6ib4tChQ2FoaCi2yPL+/Xv0798fQ4YMgZqaGvbu3Yu9e/eCEAJDQ0McO3ZMrL4Uw9OnT2FsbEwtRPWxYcMGSEhIYNSoUdDT08O4ceN+OlkCk8QkMTER69atg6OjIwwMDLB79+46LUu1yc/P58TS/zicUOLg4OD4ATU1NZg6dSqUlZWxfPly+vmCBQvQqFEj9OnTBw4ODpCQkEBERARKSkqQkJAAHo9HXYE2b94MOzs79OjRo964JqYNU6Tz/PnzsLGxYdUGqm8Sw+zLTKCTk5MhLy8PQ0NDKCsr1ymWjh8/jtatW1NXrmvXrqFp06aQkJBAYGBgnSv+2dnZ+PLlC3Xrq6ysxJkzZ9CqVSuWWKorWL+8vByJiYlo2rQpqzhpfWzevBktWrRAVFQUSyw5OjrCzMyMVRCVcaUaNmwYLUDKUFd8DsPdu3fRsWNHmJqa0toy+fn5mDBhAuzt7TFv3rx6V/yTkpLA4/Ewbdo0VixRbbdGQBhA365dOwBCi5doAdpv377RcfLlyxd6jhUrViA0NBQ+Pj5YtGgRqqurUVlZCQcHB5ibm2PIkCGYPXs2XFxcYG5ujs2bN8PDwwN8Ph9ZWVnQ09Nj3QtRQSdaP2b//v3g8Xjg8XhUMDJkZGSAx+PRWDRmbG7ZsgVubm7o2bNnnWJJ9PozMzPx8uVLlgvgsWPHxMRS7bH98OFDVha2rKwsBAQEwMPDA3v27EFJSQk8PDwwd+5cAMJkKAYGBnB0dETLli2RnJxMx2F9z/Dbt28YPXo0hg8fDjk5OaxYsYJuqx3fJBAIUFRUhLdv3+LGjRtYv349LCwsWJnSRK27ycnJ4PF4YvWcrKys0K1bNzg6OqJfv35U0NeVPVIgELC+S/3794eOjg5SU1PpdZSXl6Nz586wsrKCrKwsrl69ipcvX2Lo0KFo06YNDAwMqAAWFWeAUPx7eXmhY8eOkJOTo5nw6hJVop/t27cP7dq1w5EjRwAIE2ro6+vD1dUVb968QWFhIQoKCuDn54d27drB3t6e3ocdO3ZAVlYW5ubmUFRUxLFjxxAcHEwLKzPcvXsXampqdYqeqqoqFBUVYd++feDxeLQfSUlJ0NDQwPjx438olrKzs6Gvr49du3axPvfz84OWlladlqXXr1/j+fPndMEEEFqW+vXrxxJLDVlJOf5dcEKJg4OD4yfIzc3F+PHj4eDggPXr12PhwoVQVlbGqVOn6I8ok93tzZs32L17N44ePUrbV1RUIDExsUGxdPnyZVYbJt31z4ilmzdvYs6cOQCA1NRUKCsrY+3atXj58iW0tLRgaGjIcqsRCARISUnB2rVrAYC6i+3atQsPHz6EpKQkBg0axMqaFRsbC0tLSxgYGMDU1JS6QQkEApw5cwbq6uoICAhgTRLu3buHEydO4PHjx1RMrF27Fo0bN2ZZbJh7WDuuYMuWLZCVlUVUVBRNGFFUVARFRUUYGBiIFeL19/enLkC1JyuZmZl1TmBu3bpFs7OJiqXJkyfD1NQUsbGxAISZ7kTdegBhamYej4e5c+ey4oxErQCAMAOWrq4uZs+eDXl5eSqSAKFA9fDwYE0Uo6Ki0LJlS4waNQojRoyApKQkunbtivfv36OyshJTp05FQEAAvLy8EB4ejurqaqxZswYDBw5EWVkZNDU1MXz4cNqPlJQULFmypF4rGzOpHzJkCCtjWWFhIb0HommfAaG7U11iSVSIzJw5E+3atYOqqirc3d1Z133s2DH4+vqiQ4cONMEDACxcuBD+/v5wcnISS4yRlZWFwMBAeHt7IzExEePHj4eGhgaWLFkCeXl5Gi8UHBxMJ+GiY6q+ODzGDU9GRoYllgDQ783x48fh4+NDxWRRURGWLVsGCwsLjBo1inVfTp06RV0bZ82aRbd1794d6urqWLNmDUaMGAEtLS24ublR64Xo+Fy2bBmCgoLg4uKCKVOm0Gfn7+8PVVVV9O7dGxMnTkT79u1hbm6OkSNHYvDgwawkJo8ePYKpqSksLCyQn5/Pcjk7d+4cMjMzUV1djZKSEvTq1QtycnJisX3Z2dmsZ/r48WNcuXIFnTt3hpeXF30PPH78GKamptDQ0KBxnFZWVjSZAZ/Px/nz51lWz3bt2sHMzAzt27cXK0L88OFDNG7cmFqUREXehQsXcOTIEaxevZrGfjJ93LZt20+Jpby8POjp6dHkKKLvEkNDQ1hZWWHPnj302Rw9ehQmJiYwMjKi7rnMu5gRS/Ly8tRqzPG/ASeUODg4OH6SvLw8jBkzBsbGxmjcuDG1aDDudCdPnoS+vr6YWxjz415ZWVmvWKrP6lFTUyMmlmpqauoUS3l5eeDz+fDz86NuROXl5fD09ETz5s1ZFh9AOGnMzs5GUVER2rdvT2NZPn36BCMjI+r6BggzXikpKWH//v3YuXMnRowYgcaNG1OhxViWCCGYOHEiAGDKlCkwNjaGrq4u2rdvDy8vL2pV2LBhA5o0aUKtAYAwhmn+/PnUWsWwZcsWNG7cGFOmTKGujTt37qSTa9H9e/XqBXt7e7H7+OnTJ8yYMQPp6enIzs4Wyz5148YNdOvWDa1bt6ZJJnJzczFu3Dhcv34d8+bNQ/v27aGmpoaBAwdSQQUAq1atAo/HQ1xcHMv1KDk5GXJycvRcjOARddeqqKhA586dERQURMfA3bt3oaWlxUpc8eDBA2hpaSEkJIR1XaLWhrNnz4LH40FaWhqTJ09mTW5HjBiBXr160XvFxNgVFRXRY+zZswc8Hg8DBgzAxYsXkZWVhalTp0JeXp6VnVB0rNYnlgChsFZWVsbp06eRnp6Ofv36oXHjxliyZAltf/z4cVhbWyM8PByA0IomIyODCRMmwNzcHCoqKmLC5dWrV3BwcMDYsWORl5cHW1tbNGrUiCVIAKFYatmyJY4dO0bTTru6uqK6uhqrV6/G6NGj4eXlhX379uHDhw8oLy9HbGws5OXlsWTJElRVVSEwMBAjRozA4cOHISsri5kzZ7JEXVFREVasWAFzc3P4+/sjMjISPB4PmZmZqKysxLZt29C0aVPExsYiNDQU5ubmyMrKou1nz54NBQUF1jEBYSxQy5YtERkZiaioKLRo0QIdO3bEs2fPsGPHDqipqaF3794ICAjAhAkTUF1djYEDB6Jt27aozYIFC8Dj8aCoqIjPnz/T4xsYGGDPnj1UgOXn56Nnz55o0aIFrl27hvLycoSEhGDChAn0WBEREWjRogXKyspw9epVBAUFwc3NDSdOnKBjY/v27UhISMDu3bupaMvJyYFAIEC3bt0wYcIEainr0qUL5OXlaSr8NWvW4NKlS9R62qtXLzg7O7PqeFVXV8PT0xPjx49njUXRf2/fvp0lluor62BpaYlevXrRz5jvQufOnaGrqwsLCws8fPgQKSkpkJWVxbp165CTk4NNmzaBx+Nh7Nix9D3++fNndO3aFerq6j9M8MPx74ETShwcHBy/QH5+PsaNG4e2bduyJnwAqMWprmQIohPbxMRE2NvbIyQk5Kd+UBmxZGtrC3t7e3z//h2AcKX78ePHrIDo9+/fQ1dXF4cOHQIgtIL06NEDt27dQk1NDbKyslBcXMwK/n7z5g1MTEzoyu2XL18wYcIEpKeng8/n49u3b2jfvj2rOCwgFDY8Ho/W0amsrMSdO3fA5/OxevVqqKioUFfAyZMnQ1JSkgaiV1dXY8OGDayU6TExMeDxeFi5cqWYWBozZgzk5eUxduxYllXn8uXL6NevH+3Do0eP0KJFC/Tr14/VPjo6GiYmJnj16hW6deuGtm3bisUWXblyBZaWlmjbti3NBFZZWYnp06dDVVUV69evx/Xr19GqVSsEBgZSdzngj3TZogkE0tLS4OjoSFesL168iICAAJiYmCA+Ph4LFy6El5cXzMzMWDVf7ty5Aw0NDboazojimzdvokmTJnQFPz09HceOHcODBw/o/Zo9ezaaNWtGYyxyc3MRHR0NJSUlah08fPgwLCws0KpVK1hbWyMsLIyOWUYs8Xg89OjRA+7u7iw3I4baYsna2hq9evWiLp63bt2Co6MjFXupqamQlZVF586d0bx5c5YL69WrV1FTU4OLFy9i3rx5dIxkZ2djyJAhcHZ2xurVq1nnf//+PWpqavDw4UMoKirC0tISJiYmYn0NCQlBixYt4OTkBHl5edy5cwdRUVFQVlZGXFwcRowYAX19fQwYMABVVVXIy8ujLrXGxsYwNTXF8+fPoaurS8c/811++PAhSkpKUFNTg927d8PX1xcdO3ZkWQarq6uxdetWKCgoQFJSkt5nZkJ+/PhxmJiYsMTT48ePoaury3LZe/v2Ldq0aQMfHx8Af1iiRdNxnzx5Eubm5li1ahXLUr1//36alY7P52POnDlo1aoVLl26JPb++fr1K0JCQsDj8dCuXTsYGRnRscksHDDZDgGhNTQoKAju7u70nQMIv0v37t3DixcvaF+Ki4thbW2NZcuWARCOob59+9IMegDQpk0b6OrqUnfgc+fOoXPnzmjdujXi4+OxaNEieHp61lvzSXRxYPv27dDU1ERERAQtK/Ds2TPk5eVRwXj+/HnIyMiwinOnpKSgV69euHfvHszMzNC1a1f07t0b8fHxAP5w2fPz84OUlBSGDx9O36eFhYUsiyzHvx9OKHFwcHD8IoxlycHBgf54zp07FzIyMg1mzRIVS1u3boWurq5Ycoj6YCaS2traGDJkCCIjI6GrqwsJCQn069eP5Rbl4eEBQ0NDbNmyBa6urnBycgKfz0dMTAz09PRoQUtGKGRnZ0NBQQHDhg3DoUOH4OfnBycnJ9rfDx8+QFVVFdu3bwcAWmQREPrzDxgwgOXuU11djdDQUJpa+vjx45CRkaHuNqWlpdQF6siRI6wJz7x589CoUSMsX76cJZZmzpwJZ2dn+Pj40Ekmn8/HyZMn0bp1awwePJhagvbt24eWLVvCysoKwcHBCAoKYqUj37t3L3x9fWk8hSiM1UNPTw/FxcU4ffo0TE1N6Yr2zZs30axZM2hoaMDe3h5nzpyhMUkHDx4Um7z16NGD1jIChKJg2rRp0NbWppnCmDZDhgxBYmIiXr16haZNm9K4Cz6fT+sCmZqaIiEhAQcOHEDLli2hpqYGY2NjjBo1Cl++fMHXr18xduxY8Hg8GBkZwcrKilVM9vz582jWrBmWLl2KCxcuID4+Ho6OjnB2dqaukSdPngSPx8OMGTMaTIjBTG7HjRsHU1NTmJmZ0fH86dMnzJkzB+Xl5Th37hxUVVWRkJCAT58+wdXVFTwej7o0AkLBq6GhQWvxMLx69QpDhgyBk5MTtV4yFBQUoKysDPfu3cODBw/QpUsXGBsbi8W6JCYmYvXq1Xj+/DkuXrwIQ0NDahG8cOECmjRpgp07d7LapKWlYe/eveDz+Xj48CHMzc2RnZ2NT58+YcWKFXB3d0fz5s3RtWtXmiwBAF3EEKWiogK7du1Cs2bNEBMTQz+vqqqCn58funbtKpYGXl1dnR6XGe9MQhmmRtD169fB4/GwevVqCAQCfPnyBYMHD4abmxvi4uJQWlqK3NxcdOrUCZMmTQIAaoFjvssfPnzAzZs3ERkZyRKj+/fvR2JiIh2bSUlJkJaWhoWFBbKyslhC+dq1a+jWrRs8PT2xf/9+REZGQkVFBYqKivDw8GAtHgQEBEBXVxczZsygNdD4fD42b95ME3IwCRWYcfDgwQNMnTqVuin269ePircfiaUdO3agcePGWLFiBaKjo2FoaAg1NTUMGjSIirGkpCQ0b94cLi4u8PDwgKysLPT19QEAEydOhJubG9avX483b96goKAAFhYWGDp0KAAgPj4ePB4PgwYNEnMD5vjfgBNKHBwcHH8CRix16NAB9vb2kJSUxL17937YjvkRr6iooIUxfwam+vv9+/dx7tw5mJqa4sKFCzh06BCcnJzg5+dHV3QfPXoEX19ftGvXDp06dUJVVRWSk5Ohq6uL5ORkTJ06Fd7e3nB1daXZ7VJSUqCgoAAzMzN06NBBLBNVcHAwXFxc6Io4M0EJDQ1l1Qxi6NGjB44cOYJTp06xEhdUV1dj8+bNOHDgAAQCAc6dO4eTJ0+yXNlmz54NHo+H5cuXU6tKcHAw9uzZQ13ADh48SONC9u3bBxsbG/Tv359aTd6+fYuRI0ciLCwMEydOFLO8HTt2DB4eHnBzc6OucTU1NYiJicHixYupK9T9+/dp30+fPg1FRUXs2LEDnz9/hry8PPz9/Vkr6cXFxazz5OTkQEdHR8waV1JSwprQXbhwgca8AcDYsWOhp6fHir/4/v07TE1NsXLlSvj7+2PLli14//49Fi5cCGdnZ/Tp04eKnWvXrmH79u1ITU1lFQOOiIjAgAEDWH05c+YMHBwcMGLECPpcjxw5Qq1DDSGaYj0lJQUvX76k189MHBlrBjOmhg0bBkdHRwQEBNCYpjdv3mDatGmQl5dHZGQk6xyvX7/G8OHDYWBgQIsvP3r0CG3btmUJnCtXrqBr165ULC1fvpyVHRAQpid3cHAAIBTMjDsVIBQ5ly5dEouVycvLg4SEBPz8/KCjo4OgoCDMmTMHJ0+eRKtWrZCUlPTDTGdVVVVISkpC06ZNqVgKCAhA69atWdZEQLhwIS0tjYSEBAB/LD5UVVXB2tqaZY2Li4uDhIQEFTkfP37E2LFj0aZNG0hJScHIyAjm5ub0uRYUFMDe3h6LFy/G0aNH0bdvXzg6OsLKygpGRkZ1LtwwsZJ+fn5o3rw5dS0WTZRx/fp1uLq6onfv3rCyssL9+/dx8uRJjBo1Cm3atKH9q6mpQZcuXWBvbw9paWksX76cWptFXZbt7Oygr6/PSi7y7ds3eo8+ffrUYHY+0VisU6dOITk5GZqamjh16hQWLVqEwMBAtG/fniZfePToEUJDQxEaGoq+ffuiqqoKL168QKdOnTBw4EB8/foVAoEA69atg5ubG/Ly8gAIC+3a2NhAU1OTsyT9j8IJJQ4ODo4/SV5eHgYOHAhDQ0Mxl5+GJk61xdGPxJLojz4grJMimv44IyMDXl5e8Pb2xvHjx2mbDx8+0Hb79u1j1dM5duwYvL294eLiQmNL8vLyWG4wohXnDx8+DBcXFwwaNIhOJPl8Ptzc3GhMkihhYWHQ1taGvLw8Nm3aBEAYsxQVFQVPT0+sWLECERERUFNTg7y8PBwcHDBz5kzaPi4uDsrKyjA2NoaxsTFMTEzQuXNnyMrKUjc3ZlUcEE56GbG0e/duVFZW0ut49OgRevTogcDAQMTFxdE2ycnJ8PT0hJmZGRITExEfHw91dXWW4C0vL0d+fj5KS0vh7e2NWbNmUQuSvb09mjZtSmOO1q1bByMjI8ycOZNmGausrMSgQYMQGhpKRUHt55mUlIRx48bRZByA0KoQFhYGeXl5xMXFYdWqVfD19YWhoSH69++PHj16oLCwkO6fkJAAJycnhISEsOrNMOd58eIFqqqqMHToULRv317seU2fPh0ODg5ixVYZ6hqjiYmJyMjIoPd5x44dkJCQwKlTp+gktrS0FG3btqXZ60pKShAcHIx9+/bR44hO4qdPnw59fX1W7BogtKbEx8fTfqSlpaFXr15wcHCgFhZAaLHr2rUr9PX1oaamhr59+7KSE+zZswfOzs5ITU2FnJwcS8AePXoU4eHhyM3NpSKPETEZGRkIDw/HggULkJOTQ6/Zy8sLGzZsoMf49OlTnfePuc6kpCRISUlBSkoKxsbG9Ph5eXl0MQQQuqFqampSt02mOKqFhQXrfMAfVlhGjJSWliI/Px/btm3D8ePH6TFFLZdWVlZo0qQJoqKicOHCBdTU1KBHjx6IioqqNzX67du3YWNjAz09PTrGRBcFHj58iFu3bmHgwIGscRcREQFjY2OsXbuWvjuePXuGWbNmQVFREfLy8tSaJOoKaGdnByMjI1y/fp0lijZu3Ejjpn5Ukw4Qfs/Hjx/PinU7f/48unXrBmdnZ1y4cAE7d+5k1cO7c+cOlJWVISUlhevXr9PjjR07Fk5OTnS/qKgorF69mrMm/Q/DCSUODg6OP0lNTQ0KCgqQn5+P27dv49atWyzLSH1tGC5evIiUlBRWmuuGWLJkCYKCguDq6oohQ4awtj169Aje3t7w8/NjrbKvWbMGU6ZMQbdu3cTqAiUnJ8Pb25tmJGOoK7kEn8/HmjVr4ODgAC0tLfTs2RM2NjYwNTVFdXU1Hj58iBcvXlDR9f37dzg6OkJfXx+FhYXIyspC165doaCgAF1dXdy/fx8ODg64d+8eMjIyEBUVBRsbG5boOn78OEaPHk1TY3///h3GxsaQkJDA0qVLAbCTGezduxcWFhYghKB79+4AhNYIFRUVBAUFYdCgQZCSkkKvXr2oZezKlSs0fsTCwoI1gRelqKgI1tbW1H2woqICw4YNw82bN+lk7cuXL5g4cSK8vLygoKCA+Ph4PH36FC9evEDjxo1ZMU0Mr1+/hpeXF5o3b04TZzAsXLgQWlpa0NXVpXW4oqOjoaOjAz09PVY2N4FAgISEBLi5ucHPz48loo4cOQITExPcvn0bq1evhq2tLW7cuMGaZB45cgT6+vpU4F25cgXnzp1jjU3RMXHp0iU0btwY48ePZ8XXuLu7Q1tbG2fPnqX9mz17NjQ0NBAeHg5nZ2dYW1vT8TRy5Eh06NAB+/fvR35+PoqLizF9+nS0adMG8+bNY10fA9NvptCwjY0NSzRfu3YN7u7uMDQ0hL29PUJDQ1lxdMbGxmLxZOXl5QgICEBoaChOnTqFfv36oUOHDpg9ezZ15audLnzq1KlQVVWlCUoY8V/7XonCWFQ7d+7Muj/t27eHo6MjNm/ejKKiIuTn5yM8PBzy8vKYMGEC5s+fDy8vL2hoaGDatGmYPHkyzpw5Q4UKI5YY4Sd6/rt37+LWrVs09TcgtJTWTiDh7u7Ocg08fPgw1qxZg1WrVtEYnwcPHsDZ2RmmpqY0VrCyshLz5s2Dh4cH/P390blzZ9ZxGbGkoKDASjaRkJCApk2bQkdHBytXrmQ9CwZHR0fIysqyClTHxsaiRYsWdWYw7N27NzZv3kz/zsjIgL29PRQUFKgrMMOFCxfQvXt32Nvbo23btujQoQNSUlKQlZWFuXPnQkFBAebm5pgxYwYVwKmpqWjcuDGCgoJoIgrRzKAc/3twQomDg4PjTyA6cYuJiYG+vj6MjIwgKyuLhQsX1llHSLTN1KlToampCQsLC0hISGDcuHGszGIAe7KzePFiNG/eHCNGjIChoSFatWpFJ+0Mjx49gqWlJV1tZYopdujQAbq6umjZsqXYOQ4dOgQtLS00b96c5ZIlOokWre9y//59TJ8+HeHh4YiNjUV1dTUmT54MLS0tKCsrQ09PDzNmzAAgXJXV1dWFjo4OjIyMYG1tDWVlZbi5uSEsLIyVUvnz58+IjY2FtbU1jae4desW5OTkqJtLYWEhDA0NoaurC21tbRpfJCoY9u7dCxUVFTRp0gQTJkzAiRMn6PEAYbpyeXl5BAcHo7CwENHR0bCwsMCbN2/oqn5d1sAvX77A3NwcnTp1wrJly+Dt7Q1ra2t6b0T78PXrVyxevBgdOnSAjo4Opk6dChcXFwQEBLAEDENqaiq8vb2hqKjIEtq3bt3Cmzdv8O3bN+Tn50MgEKC0tBRxcXHQ1tbGiBEjWBYggUCAlStXws/Pj9ad+vz5Mzp16oRVq1bRv83MzODt7Y0rV67Qax0/fjycnZ3x7ds3TJs2DYaGhtDT06PxX6LnYNixYwe0tLQwbtw41qTby8sL6urqNBnBq1evMGvWLHh4eNCkCVFRUWjVqhVmzpyJSZMmQUFBASNGjACfz0dOTg5mzJgBU1NTTJkyhR73zp07YinKHz58iEGDBqFdu3bYu3cv7ePNmzeRk5ODo0ePws7ODqGhoawEAbq6uvDy8sKZM2ewZ88e+Pj4wNzcHAcPHoSUlBSioqIwZcoU+Pr6wtnZmfVc9u3bR9N8M7FfgDBVvLS0NLWO1IeoEFi3bh0UFRWxZs0adOrUCdbW1hg/fjyKiorw7ds3rF27Fubm5vDy8oKJiQkUFRUREhICQ0NDtG3bFkOHDqVWmPnz50NCQoJVYHj69OkwNjaGjo4ODA0N6XeT4du3b3j8+DH8/PxYCRIiIyOhpqaGHj16oF27drCyskJiYiIAYWwUU7srLy8PS5cuhZKSEiIiIuDn5wcej0cTNjC8ePECnTt3Rq9evSAQCFBVVYXPnz/j+vXrmDVrFoyNjVlCRjTmMTw8nMbpAUKrZPv27TF79mzWePz48SNWr14tVmJgz549sLe3h4WFhZjl/+LFi3Bzc0OXLl0QHBwMd3d3HDlyBJmZmcjLy8OUKVNgbW2N6dOnU2F44MAB+Pn5oV+/fiwBx/G/CSeUODg4OP4D5s6di1atWuHKlSuoqKjApEmTaIHOusQSIEzXq6amRv3vFy1aBB6Ph7CwMDEhAwjdiebMmUPjVV68eIF+/frBxcWFTl4YXr16hZqaGnz8+BETJkygE7wbN27A3d0dBgYG9ByM0Dhz5gx27NgBdXV1VryRqFhiJiS1hcSpU6egqamJ8+fPIzU1FatXr0azZs2oq1V1dTUSEhKwdu1aHD58GK9evUJ4eDjU1dXh5eXF6nthYSFmzZoFOzs7WguJERZMLNWXL19QUFAANzc3aGlp1SmWzp07hw0bNqBp06bQ0tJipTcG/hBLISEhGDduHLWmxcfHs1a2a1/748ePYWVlBUdHR/j6+orFltQWWK9evcKBAwdgZmYGHo8Hb29vus+XL19YKcpv374NHx8f2NjY0Mk3Y9lLS0uDmZkZUlJSIBAIUFZWhlmzZsHR0REREREsdyWmKCogTBceEBAAX19fVrxRbm4uLCwsYG1tDXNzc3Tu3Bny8vJIS0vD/PnzoaKighs3bqCiooLGi/Xu3Zu2F7WsMDVrxo0bxzqHl5cX1NTUWBYpZjxdvHgR+vr6NLPgnTt3wOPxWIU/8/PzMX78ePTu3ZsKRF9fXzg4ONDvAUNaWhratm0LExMTbN26lXUuQLgYYGdnhz59+tBzXr16Ffb29tDR0YG9vT169+6Ne/fuwcTEhMYGffr0CS1btoS+vj6Nu2H6GxERQWNqmGeal5cHT09Pau38UdHR27dvY+zYsazaaQsWLIC9vT3GjRtHrXulpaU4e/YstLS0cOvWLXr/V6xYgfbt22P8+PH0s2nTpsHFxQUCgQBz586FiooKLl++jIKCAkyYMAE8Ho8VA7Zjxw64uLiwxvPOnTuhqalJ3x1btmyBhIQEKxbv9u3bMDY2hp+fH9atW0czZn748AGxsbGQlZUVS+vOuCxu3boVenp6NFHIy5cvMXXqVBgbG7Myic6ZM4eVbIV5plVVVRg9ejRcXV3pttrfvbVr12Lq1Kn073379qFjx44ICgpiJfsQCAS4f/8+ampqqNumu7s765lMmTIFVlZWmDFjBsvlsLYg4/jfhBNKHBwcHL+A6A/y8+fP0alTJxoXdPToUSgoKGDIkCFo2rQppk6dirKyMtaEKScnB71796b+8IcOHUKLFi0QGRkJKSkphIWFUVceQOgeoqamBjU1Ndbq9dOnT9G/f3+0b9+eptdm2LVrF3g8HiwsLFhuIXfu3IGnpycMDQ0xdepU8Hg8usL69etXbN++vUGxxFw/cz1HjhzBoEGDWO46gNClr3HjxmIpnZl7xyRa0NTUxOLFi1n7FBYWYuLEiaw4h48fP4LH49HaUIBQ5Lm7u0NHR4dOphYtWoSxY8fSdidOnICcnBwCAwNpNjJm2/3790EIga2tLZydneHg4ABpaWlqiamNaIpjJrC7vnpWtSdtX79+xbFjx+gxZs2ahfbt20NFRQWdO3fGnj17AAgFRJcuXWBnZ0cn5W/fvsXZs2fRtWtXWFlZ4cyZMwCEsRyxsbFwcHDAxIkT64wtevLkCZo1awYej0cnskzfPn/+jJ07d2LChAmIi4tDZmYmXr16hS5dutCaOCdOnIC8vDzGjx+PFi1aoG/fvizBzJCUlETFkqhlydvbG5qammJFX0+ePEknubt374aMjAxNqPD161fcunULxcXFePPmDS2M/PbtW1y5coVmV2PuA8PQoUOhrq4Ob29vFBcXswL/AWHyD1tbWyqIGN68eYPi4mIIBAKkpaWhb9++qKysxNu3b2FgYIDhw4fj5MmT0NPTg729PU3HzVxP7fTao0aNgqmpqdizqE1qaiqMjIygrq4uZiVzdXWFmZkZy8q8c+dO6OrqsmKgSkpKqBV2//79VCALBAJqJWKOfeLECSgoKGDAgAFo2rQp67t09uxZVlzinDlzaKHf/fv3Q05OjiY0+f79O30/MankpaSkWMIiPz+fFlZetWoVa6w8fPgQR48eha2tLWxsbKhYysrKwrRp06Cvr49BgwbB398f2tra4PP52L17N9q3b48HDx5Qq05ubi4UFRWppVT0WVdXV2P8+PHQ19dnxWXu2rULHh4eCAoKYmUnZb6XTGZRJt15bbFkb2+PiRMnNhiHxvG/ByeUODg4OP4EBQUFKC8vx8aNG1FaWoqrV69CU1OTxggMHz4cPB4Po0aNopMqZkJ/4MABfP36Fbdv34aOjg79sZ87dy4IIejSpQt1N3vx4gUmTpwIWVlZsQD3Z8+e0WQSjFgDgHfv3qFXr15o2rQpzerEcPfuXfj6+kJKSgoBAQFQUlJiiaWdO3fWKZbGjRtHrTyAUKh16NABCgoKrBokzKRjxIgR6NKlC8rLy+u0TOXk5CA8PBxOTk6sLF5MP5iJz4ULF/DgwQNs2bIFzZo1YxUVffPmDTw9PSEpKYmuXbuiSZMmYq41x44dg4SEBCIiIlhZuph7cfr0adjZ2aFZs2bo37+/mJVIFNHrWLZsGWbOnNlg+uzabQBhmnMVFRXs27cPb9++hampKdq2bUsnn+fPn0fXrl1p3IaamhqysrJw7do1hISEwMLCgiWW5syZA2NjY9bEV5QXL16gRYsW8PLyohkE6+Ljx48QCARITExEYWEhrl+/Dk1NTTpBjoiIACGEFi3es2cPy2JQn1iytLRE165dAQgtcnw+H/v374eZmRkVYqJpvw8dOoRevXpBVVUVBw4cwI4dO8Dj8Wiq9AsXLqBz587w8vKirn3Hjh3DhAkTsGzZMhQUFGD+/Pno0KEDvL29MXToUPrcjxw5IuaGJ4pAIKBCuW/fvjT7GQD4+vqiRYsWcHV1RVlZGQQCAbVS3Lhxg8a8ff/+HUZGRmILAHUxadIkKCkpITw8nMbbZGRkwNnZGVpaWtDQ0KAubMePH4eRkRGd4DPj8/379yCEQEpKChs2bKDjsbi4GCtXrsT3799p6vX169ejpqYG/fr1A4/Hw9ChQ+ss2DplyhRMmzYNN2/eZGWs5PP52LJlCy3GW11djXXr1kFGRoZlvQGEYol5nzGLQhMmTIC3tzfevHmDS5cuwc7ODu3ataN9fvv2LdasWYOOHTuid+/eqKqqwqJFi7BgwQIEBgbCyMgIPj4+2LVrF4qLizFt2jQMGTKECl1AKIaeP3+OvLw8zJgxA8bGxqz35q5du8SS2Hz79o2V1v3WrVvo0qWLmFgaPXo03NzcWMlSOP734YQSBwcHx09w5MgRXLx4EYCweCrjWsasKE+cOBF9+/alf8fExKBt27YwNTVFTU0NJk6ciO7du0MgENAA7FmzZqFr1670R3rhwoXo2bMnPD09ceDAARpAnZOTg0mTJsHAwEBMVDx8+BBz584Fn8/H5cuX6WQ4OzsbAQEBaNWqFZ0QMFy/fh3jx4/H+/fv0a1bNygoKDQolr5+/YopU6bA3NycFTNy4sQJuLm5iblYAUIXoPbt29eZlYqZ1Lx7946KpdpuOoBQNMjJydHMX4mJiWjUqBFLLJWXl2PevHmIjIysN531kSNH6hRLlZWVeP/+PczNzWmigYkTJ1J3v/pcpyIjI6Guro4lS5b8dEpgZhJuZ2eHY8eOARAmTJCWlqZZAZn9UlJSMHHiRISHh1M3LkDoPllbLH39+hXx8fE0ocLLly9x5coVvH79mq58P3r0CLKysujSpQsVZCkpKdSKM27cOIwYMYKeHwBmzJiBPn36UEsVMza7deuGjIwMWFlZserxAH+IpfHjx+Pp06dITU1FWFgYampqMHbsWHh6eqK8vBzl5eVwcXEBj8ejiwSA0J2pU6dOCA0NRUREBJo3b45GjRqJxeKdP38eQUFBaNu2Ldzd3SEnJwcZGRlkZ2djzZo1kJOTw9y5czFu3DgYGxujdevW1DJz4MAB6jr59OlT6sopytevX2FpaUn7VlFRgcGDB2P16tXIz88HIIxHGjlyJPr164cWLVqge/fuWL16NUpLSzF8+HBaZwdo2AVvwoQJaNeuHeLi4qhgOHfuHLp27Qo9PT3q/vbx40doaGigZ8+etFgqIEwGYmFhga5du6J169bYsGEDFW3MeyYiIgKDBg2i76Zp06bB19cXXl5etG9ZWVnIzc1FVVUVrc/E4/GoyKmpqUFJSQl8fHwQGBiIs2fPoqKiApWVlVi1ahUaNWrEio0ChCJuy5YtqK6uRk5ODjp27IhLly7RcVaXWGIstAKBAGvXroWSkhLNWnj8+HFMmTIFMjIyCA0NhbW1NVRUVOj2rKwsGBgYUAv769evERMTIyaWNm3ahLFjx6KmpgYnTpxAx44dYWVlBTs7O1rM+ebNm9SyxHxfmefA8f8LTihxcHBw/ICvX78iNDQUkpKSCAkJgZSUFPVzZ2qceHl5oU+fPgCEWaA6d+6Mrl27gsfjoWvXrmjevDltw6SHDg0Nhbe3N0pLS2mbY8eOITo6Gurq6tiwYQMVUa9fv0ZkZCRat25NRYWoS0t0dDTatGmDffv20TbZ2dnw8fGpUywxZGdnIygoqE6xpKGhgYEDBwIQxmssWLAApqamrMx0p06dgre3N9zd3WnsSFFREdzd3RESElJvmnRRsTRy5EgYGBhg3759dOL24cMHREVFYcGCBax2omJJVIQ1VFMFELpFNm/eHMOHD683doxJkT1p0iQqlmr3/9ixY1BVVWUVRa3v+mqLxPz8fLRt2xZ8Ph/Jycms1frS0lJs374dBQUFuHr1Klq3bg0PDw9WHRngD7FkZWWFMWPGYOPGjVTM7N+/H8rKylBTU4OOjg58fX2pm1lGRgZkZWXRvXt33Lp1C6NGjYKenh78/f0hLS3NCkoXCATo3r07OnToAEC4GBAUFIT169fj/9g767Cssu79+6CIQQkqIIiEdDeCoCjSIdiBii1jI2C3M3Z3t9jd3d2OI3bHGNhKfn5/cJ39fY6goxNv/N7nvq65Rk7uvc8+51n3Xmvdq1evXtSrVw8/Pz/09PSwsbGRqYwtXLgQU1NTEhISGDhwII6Ojri5uaGrqyvmYF5eHuvWrcPDw4OAgAAOHjzIsmXLCAsLEyqKFy9eRKFQoK6uzqpVqwrVNjpz5gwDBw7E1taWypUr4+TkxIgRI+jUqZPwPkGBse7v7y8Lh1u+fDlt27ZlzZo1uLi4YGNjQ7t27QTpld7FiIgI9uzZQ1paGlZWVmL/lClTMDMzE3Ng586d9O/fH11dXRo3bkxoaCgKhUIW0gawePFikpOT6d+/vyD/UEBUPTw8GD58uIwsRUdH4+npKebAmTNn0NLSIioqigULFrBv3z5CQ0Px8PAgNzeXdu3aUbVqVWbMmCE8VFlZWeJdlJ5lXFycTBkzNTUVW1tb9PX1CQwMZMaMGcybNw8NDQ2WLVvGnTt3uHTpEqGhoVSsWBEjIyMWLVokiPinT5+YOHEiCoWC0aNHc/bsWVmo5ahRo/Dx8SEsLExG8vLy8jhw4ADe3t54enrKVOwOHDhA165dZXlREi5dusSYMWOoWbMmCoWC+Ph48c376aefsLKyEoIZ9+/fp1+/ftjZ2clKA0BBCGiZMmUYPnw4Fy5cIDIyEn19fTHehw8fpl69eri5ubF169ZC7VDhfwMqoqSCCiqo8B148uQJlpaWFC9eXBiGynWGpBCh8PBwnJychIKUvb09ampqIklZ2XjevXs3CoUCT09PbGxscHR0ZOjQoVSsWJGTJ08WMg4fP35Mr169sLOzk62QDh48GAMDA/bu3VvonGfPnglZ4a/J2L58+ZLo6OhCZGnZsmWoqamJe0lhTfb29jIluU2bNhEUFISGhgbe3t40atQILy8vsaL9R2Rp2rRptG3bVozNpUuXhOqa5E1QFpGQwvBSU1P/kCApY+XKlaipqfHrr7+yY8cOZsyYwebNm2XhegMGDMDHx4devXqJHCvl9k+aNIk6deoA8tyGL6Es1LB27Vpu3brFu3fvsLS0FPWRlOvhXL16laCgIHbu3Mnly5dxd3dHoVCI0Ellw/PYsWNERESgq6uLlZUVS5Ys4cKFC9jb2zN16lRu3brF0qVLiYmJwdLSUuQ7derUCYVCQdOmTbl58yYuLi4oFAoGDRokri31aceOHZQtWxZPT09cXFxwdHRk7ty56OrqcvbsWV69esWTJ08ICQmhWrVqsjy56dOnExsbS25uLuHh4cKYVYZUcLl27dqUL18eHx8fEW4FBWT71KlTpKamoqGhwYIFCwrN7fz8fN6/f09GRgYdO3YkICCASpUqiSKz0nPJyMigSpUqgpRCwRyrVKkS/fv3Z9KkSRgYGFCzZk0RNrhq1SoCAwMxMDDAyspKjOHJkydp165dkTLyjx49on///jRo0ACFQkFCQoIoLNyrVy+RkyYZ+MoLDp07d8bb25vU1FRBfHfu3ElUVBSenp7Cs3T58mX8/PyoWrUqdnZ2hISEyOqatW3blqpVqzJz5kyRszR//nyKFy9OZGQk7u7uMnW75cuXY2hoyIYNG1i4cCEpKSloaGjQsWNHJk2aRKlSpTAyMsLV1RVLS0uxSKA8H6VxHj9+PGpqahQrVoxt27aJe+zcuZPy5cujr68vRFmkdyovL4+DBw9iZmZGYmKiON7R0RFDQ0MOHToE/N9CSF5eHtOmTePu3btkZWUxePBgHBwcxPt29epVPDw8ZMIgkopiuXLlRHHgT58+ERUVJWq3PX/+HEtLS+FZlbBv3z6aNWtWpMiOCv8bUBElFVRQQYVvQPpBf/z4MVFRUYSHh6Ovry9CzZRla9PT02nZsiXJycnk5OTw+fNnUe1dTU1NyBcriwAcOHCAlJQUhgwZwqtXrwgJCREhUQ8fPmT//v00a9aMSZMm8eDBA549e0b79u1p0qQJ+fn53L9/HxcXF2G4PXv2jNOnTzNo0CBhvD5//hw3NzdR32TJkiX079+f1NRUsVL65s2bQp6lV69esXPnThm5e/r0Kb/88gu2trYyQ6969eqYm5vj7u4uyzn5mvdGwp07d7CzsyM2NpaDBw+KeyUlJaGmpkZiYqJMUvvUqVOcO3eOGTNmoK+v/8OJ1c+ePaNXr14YGhri7OyMqakpjo6OMvXAgQMHYmNjg76+vjA2JQwePBhTU9NCuUw5OTns3r2bd+/ecfLkSczNzdmxYwe9evVCV1dXGFozZ85EX19frPBLKnaRkZH4+/uLcMvLly/j4eGBg4ODWGmX5sy9e/c4deoUDx8+pEmTJri6ujJy5EiaNWsmKwB65swZoqKixNjq6+vj4+PDtWvXxNxs3LixTOlNuU179uzhp59+ol+/fuTk5NCvXz/8/f3Jy8uT5cj4+PhQtWpVFixYILbn5uby4cMHRo4cSd++fXF3dxeG8Jd4+PAhb9++Fe+ach+gQLpcQ0ODxYsXC1IwdepULly4IO53//59kpKS0NDQkOXMQUEOiuRxknD9+nX69u0r/n769CnGxsb4+/uLMMZnz57x66+/inC7LVu2YGNjI5M+l+arMmnOzc1l5MiRGBgYcO/ePfbu3YuBgYEoXPrp0yfS09MpVaoU/fv3F31o1apVIaP8yJEjRERE4OnpKULM3r59y71797h165YYM+UFg9atWwuy9PbtW7Kysli8eDGNGjWiR48eYu7u2bOHtm3byqS837x5w7Rp09DS0mLLli3cunWLAwcOcOLECaKiohg2bBg5OTncvXuXrVu3Eh8fT1JSkgj5HT58OHp6ehgYGLBt2zbxLA8fPoyOjo4snFOCpOwojeHjx4/p0qULOjo6dOjQQXacv7+/LKR32bJlmJqaCsKTlZVFZGQkMTExsnvcuXOHWbNmifOysrLw9vbm3LlzvHz5EiMjI1kOZnp6usgT/VKwQ4X/LaiIkgoqqKBCESjKS5CXl8eTJ09o2rQpenp6hfJylI12KSRPQvfu3VFTUyu0Eq2ssvbq1StMTU1JSUlh48aNNGjQAH9/f3x8fLCxsREr/w8ePBAG0sOHD/Hw8BASvS1atMDT0xNHR0fMzc1FUvnTp0/Jy8sjJSUFQ0NDkpKSiImJwcLCQqjWPX78mPj4eMqXLy8LLTtz5gy7d+8Wq+0fPnzgl19+wc7Ojp49e5KTk8OAAQNQU1PD0dGR0NDQQiFj38Lu3bvx9/enfv367NixQ2zv1q0bJiYmTJkyhVevXnH37l0cHBxo0qQJFy9eLLLg5B8hPT2dChUqcPjwYXJzczl//jw9e/bE2NhYFo7UvXt32rZtS35+vljVhgJj2drammnTpsmEHN68eUNgYCCLFi3iwoULdOjQgQoVKlCuXDnu378vjrt37x49evRAR0eHZs2a0bZtW4KCgqhcuTK2traMHDlSyEJfvnwZJycnXF1dRWhR3759ad++PW/fvhXXjIuLo2TJklhZWcm2A8yePZsqVapw9+5dtm/fjqOjI7Vq1RL7b9y4QZcuXbCxsZGRJUC0Q5prgwcPxtPTU4Q1SQb3vn37KFOmDLVq1RIKfvPnz2f//v3k5OSQnZ3N5MmTcXFxkdVkGj9+PD4+PuJ6X0rPKxP0bt26UbZsWfr27UuHDh0oXrx4IQ/pw4cP+emnn3B0dJSpneXk5ODk5MTPP//MgQMHGD58ODExMYW8BxJZqlGjBpcvX+ZLZGVlkZSUhJaWFu3btxcGv3Kblf/t4eHBwIEDWbFiBfb29oUWDWbPno2urq4Ij5QKzxalhhgdHY2Xl5dMXABg7ty5JCUlMXToUFk4X+vWrbG0tGTWrFliTnypvmlpaYmWlpassC8UKCLGxsbSuXNn0acPHz4QHh5Oq1atmD59OtHR0dSpU4fQ0FACAwOpV68eb9++5fPnz+Tn5xMXF4eJiQlbtmwRZGn//v1oamrSsmVLMXZffmelb+bvv/9Oz549cXZ2Fh7tkydP4uDgIEjZhg0bcHZ2Rl1dHR8fH7Hoc/nyZczMzL5aPFqaVyEhISQkJGBubk6nTp3E88nMzCQyMrLQ+6DC/yZUREkFFVRQ4Qso/3gvWLCAgQMH0rFjRw4ePMjnz595/PgxCQkJ6Ovri6T6uLg4+vfvDxR4DTp37kzDhg1ZuHChMHJ79epFiRIlWLx4MS9fviQuLk5mOEKBgVm+fHnKlStHnz592LdvHwCJiYlCsleCZJQ1aNAAV1dX1NTUSE5OZvfu3cJLIa20QoGRX6VKFU6ePAkUhN2UKlWKJUuWiGOeP38u6qpAQWFcCwsLHBwcMDIyonXr1ly/fp3MzEx++eUXbGxs6NWrF58/f2bMmDEoFAocHBzw9fUtpCz2ZQieVCcICsL3qlevTr169UTCNxSo51lYWDB16lQyMzOZO3cuPj4+tGrVSlYP5XsxcOBA0TcJt2/fpk2bNkRGRvLy5UtZXaQzZ84UCk9r0qQJ7u7uDB48mKtXr3Lq1CnCw8Px9PQUht7PP/+MQqHA3NxcyG1LePz4MatXryY4OJiEhASaNm1K6dKlmTp1qljFliCRJU9PT5KSktDR0RFGvDIxT0xMRFtbm4kTJ8oI5MWLFzExMeHcuXPk5OSwbds2bG1tRe0oKFCj69q1K/b29sIbGB4eTmpqqqwtly5donjx4jIxDSgI04uPj6dWrVoEBweTnJyMgYEBkydPFjkpb9++ZcqUKbi6utKsWTOePn2Km5sb6urqNGzYUFyrqDkiYcCAAQQGBuLn58f58+dJT0/nl19+YejQoUIN7vHjx3Tq1AljY2NiYmJITU2lXr16WFlZsXXrVhQKBbVq1aJ06dJUrlyZrVu3FipaWqpUKcLDw4v0hkpkycXFhTFjxggPl3IomTR/AgMDGTp0KLt376Z06dLivZOOvXjxIgYGBhw4cIDBgwcLNcTbt28XqYZYtWpVSpcuLfJ2+vXrJ0Q6fH19RdFXCW3atMHa2ppx48bJCLTy/S0tLXF3d5eVHsjLy6NNmzaEh4fL+j5v3jz8/PwoX748Q4YMEYshffv2lT3DlStXMm/ePBQKhRh3aSz37duHtrY2iYmJsoWGZcuWMWjQIPr16ye+Gy9evKB79+54e3szYsQILl++jEKhYMGCBXTt2lV4bYsVK0ZcXBwlSpSgdevWjBw5koSEBPE9lu799u1bWfjm0qVLqVy5Mh4eHrJ+9u3bF2tra1kNJxX+d6EiSiqooIIKX0FKSgoVK1akW7duhIWFYW1tLX58MzIyaNOmDQqFQsTvZ2dnk5qaSoUKFRg6dKjIF0hISCA3N5c3b97Qv39/ihUrhqOjI3Z2dhw+fJjNmzdz9uxZQaiuX78uq6WUn59PnTp16NWrF1BQYPPy5cuyWiDHjx8vRBwCAgIYOnSo+Hv69OmiyOvq1avR0tKS1UeRvEivXr0iLy9P5G5IHpXu3bujpaXFwYMHAWjXrh3lypVDV1eXyZMn8/nzZ1E819XVVZano2yMflnTaOPGjfTs2RMHBweKFy9OaGiozFsXFRVF+fLlGTt2LK9fv2bhwoV4eHiQmJhYJFn6mlcCCrwYjo6OIpxKwrJly9DU1JSN6ZUrV0ROhIaGhox0dunSBS8vLxQKBS4uLlSvXp3s7GwRenXixAm2bNlCp06dsLW1Fav9ym3Ly8sjKyuLxo0b06NHD1lblf/966+/oquri7q6umjfqVOnSExMFPk4UECY7ezsGDt2LM+fPyczM5Pk5GSqVKki1LqysrIEWapRo4asr7169UJbWxtra2tsbW2LLKi5YMEC1NXVSUlJ4cyZM9y6dYvIyEhGjBjB1atXKVasmAjflPqqHO40f/58UT/Iy8tL5K/Uq1evyOf35Vi8ePGCd+/ekZycjKGhIf7+/ri7u6OmpiZCVh8/fkznzp0pX748bm5uLFy4kNu3b9O5c2eRF/bw4UPc3NyoU6dOoQK2T58+FcITy5Yto0+fPgwbNkzUosrKyqJ9+/Z4eXkxduxYWY6QhIkTJ1KsWDHWr1/PixcvCA8Pp1mzZrJ8uMePH2NnZ8fy5cv/UA0RCr5HRkZGNG3alHXr1hEVFSWe/4sXL5g/fz6lS5eWKVM2aNCAhg0bfjVP8OLFi7i4uNCiRQvOnz9PXl4eb9++xc/Pj7CwMNLT04VnCwo8UV8qPYaFhdGuXTuggLzp6ekxd+5cIdNeoUIFGVnav38/CoVCeLIkYh0UFISvr68QhYACz1K3bt2oVq0aaWlpzJkzhxIlSqClpSUESCSv/KFDh0hMTMTPz09Ipks5URs2bCA0NBQXFxemTJnCo0eP+PjxI8nJyVhbWxMfH8+gQYNo1qyZLPxYBRVUREkFFVRQoQhs3rwZMzMzkcS9adMmSpQoIfKMoCB2fcOGDUydOpWcnBz2799P1apVxcrxpk2bKFWqFAsXLhTnSKFcq1evJjU1FWtrawwMDKhevTotWrSQ5eO8ffuWgwcPEhkZiaOjowhxs7Ozo0qVKlStWlWWXyCdk5GRQWhoKM7OzrLwvzlz5tC6dWu2b98uU1yDAsGBPn368OrVK2FUNW7cWIQwrVu3Dh0dHXHOp0+fuHPnDra2tlhYWIjVV2WyNGnSJFm/oYBsSdeUCjwWL16cGTNmsH//fpYtW4aVlRV169Zl3759fPz4kTZt2qCrq0ulSpWE9PHXyJJyQVnlkDcJO3bswNTUlGnTpsnyj06dOoWFhQUNGjTg+fPndO7cGUNDQ969e0dWVhYzZsygePHiMrL08uVLDh06JAgVwK1bt2QSwmfOnKFNmzbY2trKFLxmzJghQoj8/PxEHZovDVqpD7169cLS0hIoUBp0cXHB2dmZVq1aycIkGzZsSNmyZTE3N6dBgwa4ublx9uxZPn36JFMc27VrFzY2NjKy9OjRI44ePcrcuXOF0V+UWMaaNWuoWLEiJiYmGBsb4+bmxqdPn7h58yZaWlr89NNPQIGnbu3atdSsWZMuXboIo/7Jkyfs27eP3Nxc8vPzv4ssKf+9adMmKlSowLlz58jOziY/P5/hw4dTokQJET754MEDmjRpQs+ePTl9+jTh4eG4uLjI6orduXMHNzc3ateuXSiMVhpzAwMDQkJC8Pf3l3kWs7KyaNeuHb6+vgwaNEiWV9W7d2/Kli2LhYUF6urqLFiwgBkzZhAUFERoaCgLFy5k9+7dhISE4Onpyf37979LDREK3kMfHx/i4+Px8fGRPdOPHz8yadIkbGxsZIa+soe0KJw7dw57e3sMDAyIiooiPj4eAwMDzM3NsbOzw8XFhYCAAFkfX79+zb59+wgPDxffpocPH2JhYSHzUANERkZiYGDA1q1bRZjl2bNnhYezYsWKnD17VrRv0qRJFC9enJkzZxIaGsqQIUNo1aoV7dq1Y9SoUSgUCtTU1MR3VbkI9rt379i3bx8lSpSgfPnydOnShdOnT6OtrU1ycjJt2rTBwMCANm3acPv2bd69e8fSpUuFN7Rdu3ZfLTOgwv8mVERJBRVUUKEIzJ07V6ibpaeno62tLVas3717x5kzZwp5K1atWiXCOIry2OzcuVOs0o8cORIjIyNRm6lbt26ULl2a6OhoQZYOHjxI7dq1CQ8PJzs7myFDhlChQgX27dvH/fv3RVFbZQntOXPm4OfnR3BwMNnZ2axdu1aEap07dw41NTUUCoWMvH38+JHQ0FDat28vjI7s7Gxq1qzJgQMHOHbsGJqammI1Pjs7m4kTJ7J7924ePnyInZ0dnp6e3LlzR9SJKoosQYG6l46OjvDopKamynJmoIDMmJubExoaysGDB7l//z6dO3fG3d1dVqtFIkvKYXjr16/n7t27VK9endq1axcSBoCCgpr6+vr8/PPPHDlyhFu3bhESEoKVlZXICdLX1+fatWviHGWy9GXomYS+fftiZmZG1apViY6OFsbb+fPnadu2LRYWFowYMYKIiAisra3JyckhJyeHwMBA6tevL64jGYyPHj1i6NCh3Llzh1OnTmFjY0NQUBBqamrs3buXdevW4enpSUJCgowstWvXjmLFijF9+nSePn3K8OHDiYyMpEKFCiQnJ4tcjh07dmBvby8Lw1NGUTWwJDx8+JDjx49z6NAh0c/U1FRKly6Nn58fixYtIiQkhODgYBo0aICHh4esgKuytyknJ4c9e/b8IVmSMG/ePLy9vcnKypK1MTU1lfLly/Pw4UOgIIwuLy+PmzdvisLEX8rN37t3D29vbzw8PISnFAqU1ypWrCjCy96/f8+8efNQV1dn1KhRQMGcaNiwIW3atBH5VXfu3KF69eocO3aMly9fMnr0aEqUKMG0adNYsGABbdq0QUNDQ9Ttyc7O5vXr11hYWHxTDVE5d2/NmjU4Ojqirq4uQn8lnDlzBh0dHRGyK+FbtZygIMTT3NycgIAA4uPjMTQ05OTJk2RnZzNp0iQUCgXe3t4iXO7IkSOEhIQQHx8vnundu3cxMTFh+/btYnygYFHFxsYGFxcXVq1aJfNULly4UBBt5Wc5fPhwEUqalZVFZmYmeXl57NmzhytXrjBu3Lgia2wpky0dHR0qVqzIsGHDZN+N1atXY2dnR2Jiouwd/55xUuF/DyqipIIKKqigBOnHeuLEiTRq1IjDhw+jqakpU3Jbvnw5ffv2Fd4N6cdVCofZuHEjmpqaglitXr2aTZs20aVLFx48eMDNmzcJDAwUidk7duxAU1OTxMREHB0diYuLY/Pmzbx//16Ew1y4cIHatWsLta0tW7agq6tLw4YNUVNTE8Zbfn4+W7ZsITc3l7S0NCpXrsyYMWOEgbN48WJKlizJsGHDOHLkCEeOHKFOnTq4uLjIij1CQU0SAwMDSpcuLVslfvnyJTVr1hTeLIkseXh4CA+IlLOkpqZWiCw1btxYGH6DBw/G399fJIFLYzlv3jxKly5NcHAwe/fu5cGDB3Tq1AkfH5+vkqUBAwZQpUoVRo0axZQpU6hZs6bMI6JsBA0aNAgPDw9KlSqFk5MT3t7eZGdn07BhQxQKBfXr15cJbUCB4Tdz5kxKlixJSkqK7HorVqzAyMiIZcuWMX36dKysrHB3dxd5RFeuXCEtLQ0nJyciIyPJzs4mKyuLvLw8tm/fXiQBS0tLw93dXXgTkpKSUCgU+Pj4iGOWLl0qI0vSs2vevDl3796lX79+VKhQgSVLlrBhwwYcHBzw8vLiyZMnZGdnC4EHR0dH/iyuXLkicvY2bNiAk5MTZmZmsjyW8ePHU6dOHWE8v379mk+fPgkiK5ElfX19GVkqyqM1a9YsypQpI+a0dM1z585hbGwsPLoS8vLyePDgAdHR0fj5+bF8+XLZ/jt37lCjRg1ZqOjixYtxcXEpRBYnTJiAvr6+CPuSniEUhL9dv36d3r17y84bP348xYsXZ8KECbx//56nT5+yY8cOFAoFhw8fJicnR6g4Kqshfvr0iYiICEJCQgq1Y9OmTTg5ORETEyPzkj19+pSqVauyefPmIp5UYcybN08oLZ4/f16EEUvfuy1btqCtrU3//v2xtramWrVqvH37lry8PK5evSpTfQRwd3cnLi5OXF9S/wwPD6dUqVJERkYCCGXB5cuXo6GhIXLzJBJ15MgRjI2NRdjv6NGj6datm7jf58+fGTFihIws5efnk52dLcbq559/pnjx4hgaGhYSrFi9ejW2tra0b99eNl++Rs5V+N+FiiipoIIK/9P42qp5RkYGZcqUQaFQyNSTPn36JGLyv/xRffbsGfr6+igUClFrac+ePSKpuVmzZuKcNWvW8PDhQ44dO0alSpWEwlKbNm0oVqwYJUqUYObMmSL/4enTp4wdO5aPHz+yf/9+KlWqxIwZM8jKyqJu3booFApZ8r1k0J05c0bkBEntnzNnjigc6e7uTkREBNnZ2Zw+fZoTJ06IcJ4bN24QFBSEtbU17969Iy8vj2fPnhEWFka1atVkY/fo0SNsbGwKkaVx48bJxjA/P1+miLdy5UqKFy8uWzGHAs+QRCokD8Hdu3fp2LEj3t7ehciSj48PDRs2pH79+nh7ezNy5EgiIiJ49OjRV3OW7t69y/Hjxzl+/DhZWVnk5OQwYsQIhg4diqenJ+3btxdGpGSgZWVlMWbMGKpXry6uu3btWpYsWSKrJXT9+nVRbPXFixfC47B27VoaNGiAn58f7dq1Ex7FcePGUaJECaKiomjbti1NmzZFR0dHhFB9/PiRWrVq0bZtW+zt7WncuLG417Jly/D09BQ5S1Jbf/vtN1xcXMQ9jhw5ImoSKWPDhg00bdr0mx4kZXxZ6PfcuXMkJycL8vDp0ydZ+GFOTg5hYWFCHnzr1q3UrFkTb29vfHx8RB4JIDxLyuIAUDAfpFDFJ0+e4O3tTdOmTWWCFteuXaNq1apfLQZ8+/ZtIiMjCQoKktXZkdqojC1btlC6dGmhrCc96zNnzmBgYFBI1bFPnz54eXmho6ODs7NzIU/FhAkTKFGiBL179+bDhw+8f/+eqKgoBgwYABSEbCqrIbZr146aNWvi6OhIdnY2hw8fZvv27bIQwbVr1+Lh4YGfnx8zZsxg7dq1REVF4eDg8F3P8sCBAxQvXpxu3bqJsT137hxVq1YlNjaW1atXY2pqKrzikkBJlSpVxHfp+vXrPHz4UPy9adMmqlatSlJSkrhPbm4utWvXplGjRuTl5dG5c2f8/Pz48OEDz549IzAwkPj4ePGe9+vXj5IlS2Jubs7hw4f58OEDY8aMQUtLS/aNy8rKEmRpzpw5sj5nZGQwaNAgtLS0KFOmDPHx8YXEGdauXYuBgQFdunT5wzIGKvzvQkWUVFBBhf9JfFkfZ82aNYwZM4b09HRh8M2bNw8tLS2Sk5M5f/48a9askeX+LFy4kLS0NEaPHi1qpOzfvx99fX2aNm3Kpk2b2LBhA/b29hQrVowhQ4bIitRCgdegZcuW4od61KhRhIaGYmtri6OjI4sWLRJERzJGOnbsSLt27cRqfI8ePQgMDKRGjRrCK9OkSRPhoSgqRyElJYVx48Zx+/Zt8vPz6dmzJ1WqVKFkyZJERkYKYrNp0yY8PT0pV64cHh4eeHp64unpyerVqxk5ciSTJk0ShvijR48KeZY+ffrE8uXLxUrxhQsX2LlzJ8ePHxftadu2Ldra2mzdulUotvXu3Zv+/fvz4MEDPnz4IMIRHz9+TFJSkowsDR06lG7duuHi4sLZs2fp2LEjXl5ejBo1qkgJZ2k8vgyzUf572rRpuLm50b59e5nRKxX+lK53//59ypYti0KhYMKECbLr3bhxAycnJ7y8vHj69CmbNm1CQ0OD3r1706FDB+Li4ihVqpRQxTty5Ajx8fHExsbStm1bIccuQXr+8+bNw8bGhiZNmoh9devWRV9fnw4dOvDp0yfy8/PF/aFgfn+Z+7Jq1SpevHjxVRGJoqA8jr/99psgGF/WlYKCfLm1a9eKHLvs7GzhbR08eDCbN28mJCQEU1NTmaDCvn37KFasGC1atAAKwuMUCgXt2rUTNYbmzJlDQEAAYWFhnDp1ikOHDhEZGYmfn983w6ckslSnTh3mz58vO1a5b3fv3qVmzZq0atVKlrNy//59bG1tZYRF8iZOnjyZ7t27U6ZMGXr16iXaKt1jxIgR+Pn5ifsMGjQIU1NT8e4/fPhQqCG2aNGCAQMGkJOTQ0pKCmZmZhgaGgqVNskDs27dOhwcHFBXVycsLIzevXuLZ/E9ZGnJkiVUrlyZrl27inl+6tQpatSowaBBg4iNjRXfn/nz59OyZUvat29Pbm4uvXv3xs7ODl1dXbp27SrejenTp2NqaoqXl5d4F8uXL4+Xlxeenp7o6ekJsQwoWOgICgoSob4LFy5ET08PDQ0N8R15/vw506dPR09PT4jaQMG8+/nnn4VADhTkl5qYmJCcnMyZM2eYOXMmRkZG9OnTp1Dh2A0bNgjvlgoqFAUVUVJBBRX+55CcnEynTp1EnkxycjK6uro4OTmJpGYpj2PevHkYGhqiqamJlpYWQUFBZGdn06tXL3R0dAgMDBTqZ1Ko3d69e7Gzs8Pc3BwvLy/q16/PrFmzUFNTY/DgwTLjrFWrVnh7ewuDMy4ujsmTJwPQqFEj7O3tWbRokTCSP378iI+PjyiO+PHjR+Li4mRCAe/evcPc3JzevXuLbZJx9unTJw4fPoyTkxMRERFs3bpVtPfAgQPs2rWL6OhoqlevzuLFi4ECUjllyhQmTJjAihUrSE5OpnLlykRFRREXF0e5cuWEl+Lhw4c4ODjg7e1daAV3xYoVlC9fHkNDQ+zs7GjTpo3Y1759e9TV1XFxccHDw0PIINeoUQNvb29MTEyYMGECmZmZPH36VIThde/eHS8vL8LCwli1ahVQ4B34XrIEBV6toUOHMnHiRJk3Yvr06Xh6etKyZUt27txJSEiILERNut7Bgwfx8PCQFcKU9t24cYOKFSuSkJBAnTp1ZGIQT548oVevXpQpU0aEGH0ZylQU3r17x/z587G1taVJkya8efOG2rVrY2dnxy+//CLuffnyZUxMTBg5ciTlypVj6tSp4hrHjx8nJiZGFDH9HuzYsUOom3Xp0oXw8HCZt/JLZGRk0KxZM+Lj48nJyeH27dv4+PgwceJEoEBwwdzcHBMTE3R0dERYaX5+PgcPHiQjI4MBAwYwePBgKleuTIkSJWjcuDG///47+fn5rFixgtq1a1O8eHEcHR2pUaPGd5EEKY8oOjpahO9NmzaNnj170rdvXzFfFi1ahJ+fH5GRkaxbt44DBw4QGhqKt7e3eE4HDhwgKSmJRYsWietPmzYNExMT0tLSZIb51atXhbdWWtBwcHAQQh5FYebMmejp6XHixAlu3rzJiRMn8PLywsbGRoz91q1bMTU1Zdy4cUUWoC0Kyu/CkiVLMDY2pmvXroLAfPr0iU6dOmFubg4UEOvY2FhRtHfNmjVUrlyZTZs2MWbMGKpVq0ZUVJSQ9j537hxNmjShSZMmtG3bluzsbMLDw1EoFDRu3LiQN3716tXExMRQokQJnJyc8PX1pXr16lSpUkWERL548YKpU6cWIktZWVn069cPJycnrK2tKV68eKEaSlOmTMHY2Jg+ffrIQixVUOGPoCJKKqigwv8ckpOTcXd3p3fv3uzcuZMaNWpw4sQJcnNzuXr1Kl27dqV48eIiUfrly5f06dMHHx8fGjVqJMiEFNuemZnJ6NGjKV68uDCY3r17x/3794VRBwiyJFW3h4IcEw8PD1xcXPDy8sLOzk5Ugs/Pz6dhw4aCLEkG3IQJE1BTU6NJkyZ4enri6upaKL+oQ4cOhIaGysKaoEBtKiEhgZ07d1K7dm0aNGhAt27dhAEEBavuTZo0wd/fn3nz5snOX716NcbGxiIvYu7cuZQoUUJmKD569Ag9PT1at24t2vPy5UuCg4NZtGgRGRkZTJkyBScnJ5mIwfr165k0aRI///wzO3bsQE9Pjx49enDhwgURwqesata5c2ccHR1p1aoVERERhIaGCu/Wt8iSspGWmpqKgYEBdevWxcXFhVq1asn6PGfOHAIDA7GwsBAS4FAgk52amkr37t1ZtWoVBw8exMbGhrCwMEaPHk3z5s1lRYGfP3+OqampIAnKYxUZGUlKSgq5ubmFiNbX8P79e+bPn4+DgwORkZG8ePGCRo0aERQUxMyZM8X53bp1Q6FQiKLCUECuo6KiiIqK+u7k9aysLMaOHYudnZ0IMfsyvKwoPHnyRNzj119/ZciQIXz48IFHjx5hZWVF27ZtefPmDdWrV8fCwkIIAUBBXkq5cuU4dOgQx44dY9WqVZQqVYoGDRrIQvsuXLjA3bt3v4tkSrh7967wVgwfPhwtLS0aNmyIrq4u7u7uQoZ99erVNGjQADU1Ndzc3MRCCRQ8V0tLSzQ1NQs916lTp2JiYkLfvn25desW69atw8jICH9/f9atWyc8QoMGDSIiIkK885LEPBTMgaSkJEFOlcfUwcGB2NhYsU1SEZTO+xa+lG2HAlIokSXpm3Hx4kUqVaqEsbExDg4OODg4CHXPLl26yAqy7tq1i9q1axMZGSneQQnZ2dm8ffuWgQMH0qNHD6pXr06nTp1kdZQkZGRk8PDhQyHCIZElKSxPIkv6+vqF6nxJAjISuQNkYi5Tp06lSpUqIldUBRW+ByqipIIKKvzPQNmAGDp0KL6+vrRs2VLk6Eh4/vw5bdu2xdvbW1YzZP78+dSuXVusKitLeUNBQcyKFSvKyMmXYW8SWRoyZAjwf6FpPXr0ICUlRRh5ykZM/fr1BVn69OkT79+/Z8qUKcTGxtKpU6ciV9FXrlyJubk5KSkpInTo999/JyYmhqCgIPLy8jh79ixBQUFoamoWKnwrkaWaNWvKQspGjBghCt+uXbsWLS0tYTC9fftWVgxVas/x48dp2LAhjRo1EmP26dMnli5dioODgyz5W0JqaioNGjQQ/QoODiY4OFjmwbh79y7t27fn6NGjbNu2jbCwsO8mS/B/hpNEeGfPno26ujoeHh7COwgFiee//vqreJZS3ZcePXpQv359rK2t6dq1K4cOHcLIyAgXFxfU1dWFTLaEhg0b0rRp00LzpkmTJkRERBQagz/C+/fvmTp1Kt7e3jx8+JATJ05Qs2ZNfHx8RL7UkydPqFevHhoaGgwZMoS0tDSCg4NxcHAoMlzuW8jJyaFOnTooFAohOgDfF+KlLJ8OBUIhdevWFZ7Sli1bUrx4cUxNTcVziouLo0uXLrLrHD58GA0NDRISEooMmfqevnx5TPv27cWcef/+vahxpiyxffPmTWHAw/+RsYsXL2JtbU2dOnVEyK50j+nTpwvpeyh4X1JSUtDV1SUiIoLx48dz9uxZ1NXVSU9Pl32f1q5dS25uLo0bN8bPz09sl8Z66tSpuLq6ynK0lPd/T98lqW4J8+fPF2RJek5Xrlxh0KBBjB07lpycHC5fvkzVqlXR1NRk5MiRsvN3795NcHAwsbGxoiZUURg+fDi+vr4yspSXl8fly5cLia/cvn0bPz+/QmRp+vTpKBQKpk6dKvq0YcMGhgwZgp+fH66uruLayv2cOHEitra2QiBFBRX+CCqipIIKKvxPQdlQGDx4MJUqVcLAwIDHjx8D/2dEr1mzBkNDQ27evCk7Z86cOXh6elKmTBlBiJQJgaGhoQhnmjx5Mu3bt6dFixasXbtWqOTNnDlThOEp3xMKVnZ79uzJ+PHjRYFLKCBLdnZ2LFmyhE+fPnHx4kWxKp2fn1/kKvrMmTNxcXHByspKeJ6cnZ1F7Zm8vDyuXLlCrVq1cHJyYt26dbLzb926RWhoKElJSaKN48aNo0ePHqxfv75QLaZVq1YxcOBAWf7X58+fGTVqFFWqVBF1gCR8/PiRpUuX4urqKgrhSmjSpIlQ1XN1dSUkJIS3b98CBXlTyrLNEjZt2lQkWZLC9Pr37y+Mpk+fPpGcnMzYsWOBAm+Wrq4ugwYNIjIyEisrq0LeNChI8jc3NxfkatWqVWhoaAgltcOHD2Nubo6lpSVaWlp07NhRnDthwgQcHR2ZNGmSmAuAqBFTVIHXP8KHDx94/fo1PXr0ICYmBh8fH3R0dKhataogS69fv2bQoEFUq1aN6OhoevToIebL93hfoOC9ef36NUOHDiUlJQVXV1dZ375suzRfbt++TUZGhpirUOCdCgkJkXm5unTpwv79+3n69KlQL/P396dt27bielIuT79+/VAoFLRt27YQ6fyefkg4ffo0Bw4coF27dkK0Q+qLo6MjDg4OnD59uhD5+JJoXbhwATc3N9q1ayerqQUF9bIkQQgJx44dY/z48RgZGVGnTh3KlClDSEgImZmZ5OfnM2LECCpVqsT169dZt24d9vb2heZieno6Tk5OP2TwK39nxo4dS1RUFPXr12fQoEGizV+SJekcZS9Uenq6kJWX6sxJ2LNnDy4uLqSkpAAF+ULjxo0jPT1deOmys7MZPnw4/v7+tG7dmoyMDIKDg4mOjmbTpk0sWLCALVu2iL49ePCgEFn6/fffWbNmTZHE8NChQ3h4eODq6ipbWJHCAqU8SBVU+B6oiJIKKqjwPwdlQ2bMmDGYmJiQlJQki12X6opICcrK5yxduhR7e3vCw8NlBtbt27cxNTVl9+7dDBo0CE1NTTp06CBC6xo2bCh+/GfPnk3JkiVJTk4WP/a9e/dGS0uL4OBgPDw80NPTY+jQoeL6DRo0wNHRkQ4dOlC6dGl++uknEdr3tfyb48ePs2zZMlJTU5kzZ47MQJbOuXjxIkFBQYSHh4uVYOkajx8/ZteuXdy7d4/8/HxWrVqFpqYmJUuWlJGkd+/eERoaSo8ePQqN9++//86ECRPQ1dWVGddQQJZmz55NtWrVZAne/fr1o3r16nh5eREeHi4jFu3bt6dHjx58/vyZ58+fC+MJCla1Q0NDC5GlRo0aiXo3Eu7du8fDhw/JyMjAyspKELPt27ejra2NhYUFq1evlrV33rx5BAYGAoVrZUmKhHv27CE4OJjJkyejUChIS0sT53ft2lWETQ0ePJjWrVujpaUlPHF/BosXL6ZcuXKcPXuWly9fCmVCLy8vFi5cKPr8ZajTj3gflPHhwwfGjx+Pg4MDnTp1ku07e/asuO7q1auxsLBAX1+f0NBQWc2bpk2bYmJiwuLFi2nfvj3ly5fn9u3bsmvNnDkTTU1NEQKrXCOnUaNGlCxZUqjGfQ+Un33Pnj2pUKECFSpUQKFQMGPGDBlpzM7OxsXFhYoVK35XAdJz587h7u5Ou3bthAhHWloa5ubm6Ovr06xZM1FnTMKnT5+YOHEiDRo0QF1dnfPnz3PmzBmaNm0qxC0eP35MkyZNqFOnDpMnTyY3N5eHDx8SHh5ObGzsd8tZKx83cuRINDU1SUtLEwswbm5usrBSU1NTWrRoIb6Jr1+/lpHS1atX4+bmRqtWrWSet/z8fE6fPk1eXh6pqalUrlwZX19f/P39CQwMFP3Kzs5m7NixeHp6YmRkhK+vL8nJyWhqauLs7Iy6ujp16tRhxYoVQIGIhhSeKX2LoICYJSUlERMTw8SJE0Ve5NGjR/H09MTZ2ZmrV6/Sr18/zM3NRV6qCip8L1RESQUVVPifw5cemF9++QVnZ2caNmzI0aNHOXr0KGFhYXh6esqMReVzli9fjr+/P97e3mzevJlNmzYRERGBi4sLN27cICoqSlbAcs6cOdSoUYPExEThBZk8ebKQmT558iQRERFCPe/x48dMnDiREiVKiBpJALVr18bS0hKFQkF4eDhdu3YV5EvZGPoacQK5gSwdd/78eYKCgoiIiGDTpk1if+/evTEzM2Pu3LnCG9O3b1+RL3Tu3DkuXrxISEiIzNi6e/cuGRkZQnZYkgp3cHCga9eusrZ8+vSJU6dOkZiYKAyj48eP4+Pjg7GxscglgYKcKENDQ/bv38+wYcPw8fHB3NwcPz8/4YHbsWMHYWFhhIWFceDAAZH7k5eXJ6vVJI3D4sWL8fDwEIbg5s2biYmJYdy4cYXGbtGiRTRr1oxt27YV8qitW7eOPn36MH/+fCwtLUlMTKRKlSooFAohvgEFIhGJiYm4urpSv359sdL+ZzFkyBAh1y49zydPnlCtWjUsLCyYN29eIYP6e/NYoCARvm3btjRp0kTU5/nw4QMTJkzA2dmZ1q1b8+LFC+rUqSPCMu/cuYO1tTUzZ85k3bp1tGrVCg8PDxGulZmZKQrvuru7c+7cuUJtuH//Pq1atcLa2lrkLr19+5aoqCjWrVvHjBkzKFeuXCEC8kf92bdvH97e3mzfvp0zZ85QvXp1PD092bRpk+zdyM7OJiEh4btl08+dOyfEW2bPno2lpSUrV65kxYoVVKpUiRo1ahTyLkntiouLw8PDAx8fH5ycnGQiEDdu3KBNmzaYmZmho6MjZOd/NHQSCrxoTZs2lXmrT5w4gZOTkyzEb/r06cTGxpKXl8fIkSMJDAzE2dmZ2rVrCyK4YsWKQgWfJUycOBFTU1PhxRk1ahQlS5bE3t5eqDzm5uZy48YNDh06xPnz53F0dOTQoUMixK9evXrUrFlTLN7cunULOzs74uPjgQIvsIaGBo0aNaJJkyaUK1eOmJgYUWz3xIkT+Pn5UbFiRSwsLH5IuEQFFSSoiJIKKqjwPwVl78uhQ4dE6MiIESOoUKECWlpaREdHC6UmQGaA7tmzh/Xr1wMFRrOtrS1ly5YlPDycPn36MHHiRCpVqoSrq6ssVyk7O1uswiurweXn57No0SIiIiKoXr26bNX//fv3DB8+HHt7e9mq9rFjxyhfvjxRUVHUrl2b7t27F0mWvsQvv/xSqIaO8jnnz58nODgYLy8vjhw5wujRo6lYsSLHjh0rFK6SlJSEiYkJmpqaeHt7ExQUJEKj1q5di5WVFc7Ozujr65OUlMTly5d59+4dY8aMwdHRkR49esjU2XR0dOjatSuHDx8WbZo6dSqenp64u7vTq1cvWrVqhaamJitXrmTw4MEYGBiQnp7O06dPsba2xtnZWRiY27dvp2bNmnh4eIhnPHbsWBISEoiPj5d5ApcuXYqVlRUbN27k3bt3REdH07dv3yKT3n/77TdKliyJQqGQjeXHjx8JDQ2lXr166OrqMnXqVLKzs3n8+DGzZs2idOnSdOjQQTaGHz58+Ev1W6T2jR49Gnd3d5HvI83b/fv3U7ZsWRwcHERx4++BsuHdu3dvypUrR8OGDQkPD0dNTY1evXrx4sUL3r9/z/Tp07GwsMDY2BhPT0+ys7M5d+4cKSkpdO7cWVzr3r179OjRA1dXVxHuCAVkqKikfgnnzp2jffv2QtnO3Nwce3t7cnNzWbNmDTY2Nj8USrV27VpatWolQsOggHxJdZ02btxYJDH6Xu/byZMnRT0ryUMJBcTV2NiYwMBAmey7dJ6UaxYQEECpUqVEHTYJmZmZ3Lt3j4ULF7Jjxw7Rnu8NnYSCcD13d3csLS1l+VS5ubns3r0bW1vbQrlF/fv3x8DAgPnz53Px4kWMjIzw8vISYhrLly+nUqVKhIaGCo9wZmYmjRs3FosImzdvRltbm9TUVMLCwgrJq//8888kJibSrFkz2dy7cuUKQUFBshpfDx8+JDc3lydPnuDs7CwrZn3u3DkCAgKIjY0VXuYPHz5w9OhRWa6pCir8CFRESQUVVPifgvRDvG7dOtTU1GQV7MeNG0fFihWZPXu2TGZX+ZySJUvKwrGWLVuGg4MDQ4cOJT8/n1evXmFvb49CoWD16tUy4vL27VtKly7NwoULZW2SjE1NTc1CxTIPHz6Mrq4uJ06cIC8vT5C2Hj16MGLECIYNG4aHhwfdu3cXid3SPZWNjkWLFlGpUiURSvglpHNOnTpFly5d+Pjxo1BwU4aywXj16lWOHj0qEzrYs2cPWlpaQopaSrpesmQJAK9evWL8+PFUqlSJtLQ03rx5Q82aNWVeJgl5eXls376d9u3bU6NGDTp37syePXt48uQJPj4+Iqdq7969MlEJ+L/imE2bNiUvL4+hQ4eir69P27ZthWqbRB4yMjIIDQ3F2NgYU1NTkcelPC7KWL16NaVLlyY1NZX9+/ezb98+6tSpg7OzM4cOHcLMzEzmBfv48aMYB+W8nL8L165do2TJkoVkpnfs2EFsbCz9+vX7Ia+DhPv379O5c2fZnJTC/KSQt19++YW4uDh27NhBVlYWb968oXHjxpQvX56QkBDZ9e7evUv37t3x9PSUyaQXBeVxl0Iax48fz9y5cwU56NatGzVr1vxuovTx40fCw8MpXbo0oaGhsn1v374lKCgIPz8/Vq5c+UPj9aX3rWPHjjg6OpKcnCw77unTp5iYmFCjRo1CHrRevXphZmbG4cOHqVmzJjVr1pR5douah9/r6ZJw48YNIiMjKVGiBMOGDZPte/HiBSYmJjIJ+Xv37uHu7i68T7t27UJbW5uZM2eKYx4/foy6ujpGRkayPLRff/2VW7ducfnyZczMzETJg+nTp6Ompoa+vr5Qzhw2bBgKhQIbGxsRGif1d/369SgUCnr27ClTsHv69ClVq1YV32JpLM6dO4eWlhZz5sz5obFRQYWvQUWUVFBBhf8v8S1DZ8+ePSgUCvGDL/3I5uXlMWfOnCILtO7fvx+FQiGMceXrb9y4kby8PJH38+bNG6ysrHBxcZGFezx9+hQbGxvhkVLG6tWrsbGxoWHDhrIE6QcPHmBiYiLEAiSMHz8eDw8PsrKyGD9+PJ6enjKypNy+I0eO0KNHD7HC+zWvk/L258+fU6FCBeE1Ub7ex48fefjwoUxiVwptS0lJoVWrVkBB+JWVlZUs7Az+ry7TrVu3ePLkCVZWVjIhiaLCxJTvf+vWLaytrcnNzWX79u2yELj3798za9Ysnj9/TkxMDJUqVeLUqVMkJSWJsEaAdu3aUbZsWVF/6saNG2zbto3Fixf/4Wp9bm4uy5cvx9jYGGNjYzw8PIiOjiY7O5ubN29SqlQp1qxZIzvnzp07GBoaolAoiszj+jNQHqeVK1eioaFBt27dOHHiBBkZGURERMg8J39k/Ctfb9myZZQoUQILCwuZ9wEKwkjV1dW5cOECS5YsEZ5TicifOXOGZs2aUbFixUIezHv37tG2bVsCAwN5+fIlJ06cYMuWLVy8eLGQgltR7YKCXMCkpCR0dHQKtU0ZRfX3xYsXtGrVCktLS6ZOnSojG2/fvsXR0bGQHPe38GXuj4aGBs2aNUNXVxcrKyt27NghO/7Ro0cUL16cpKQkoGDxZfTo0QQFBYn8nTNnzlCzZk3Cw8NlCznfm4/0LTx48ECIfig/m/r161O5cmWZ2uOlS5eoUqUKUFCrSfk9e/v2rTj2+vXrWFhYEBQUVMhzM3XqVGrXri28nStXrqRu3bpMnDhRNvbTpk1DoVAwcuRImZdVWgRxcnJi0qRJgizdv38fY2NjQeyysrLE9cLDw4UIiAoq/FWoiJIKKqjw/x2UDaS1a9cybNgwZs+eLUjLiRMnCiXpK6t2LV26lG7dujFw4EBRePbJkyeFCE5RaliScZ2ZmYm5uTlWVlYMHjyY5cuXEx0dLcKGimrrokWLRK2WZcuWsXXrVtzc3FAoFJiZmbF8+XKZRygoKEjkfEhy5z179pStyl6+fJlSpUpRvHhxfv75Z3Hu9xhdUVFRxMTECCEFqd3Hjh0jPDwcX19fWR4WQIsWLZg2bRrZ2dlUqlSJDh06iHulp6cLw0/q940bNzAzMxPeHeWxuXLlCunp6eJvqR35+fl4eHjQqFEjtLW1ZSIB169fp3r16mzbto3Pnz8TERFBuXLlsLOz48yZM7K2tm/fnrJlyxZS+/uyHV/Ds2fPuH79Onfv3pUJJjRu3JjIyEgRRggFhmWLFi1kxOKvQLqfJIn89u1bNm7ciJGRESYmJpiYmODu7v5Nz9i3cPHiRWJjY9HQ0BB5JlKO2uvXr6lSpYrIJ4MCMh4bGytUxi5evEiTJk0ICAgQ3kSpHffv3+fp06f07t0bc3NzIccdGxtbyKP6Jd69e8e8efOoW7fuN3O7lN+ry5cvc+XKFRHylpmZSdOmTfHz82PGjBmFFgH+jPft9OnTJCYmivfh2bNnuLm5ERwcLAhQWloabdu25enTp+Tm5tKtWzf09PSwsrLC0tKSChUqCC/LqVOnqFWrFlFRUYW+VX8Vd+7cITIyEmtraxITExk7dizGxsYoFArZNy4rKws/Pz86deqElpaW7D379ddf8fX1FSF0169fx9TUlKCgIJlgwqRJkzA2NubMmTNkZ2cTExPDgAEDuHDhAqdOnZK9Z6NGjUJNTY3+/ftz+PBhMjIyRK5o27Zt8fPzY9y4caLm1NChQ1FXVy9Utyk4OPiHRD5UUOFbUBElFVRQ4f8rKBuEKSkpGBsbExwcTI0aNfDx8ZHF4BdlEKWmpmJsbEyDBg1o1KgRlStXlknzfo8RpUyW7OzsUCgUtGjRgpSUlCLzXr5U1LOwsKBEiRJERUXh6uqKsbExlpaWBAQEEBUVRUJCAvfu3WPEiBGyvJfhw4djYWEhi9uHgvAVAwMDQkJCCqmrKSeNf4nJkyfj7u5O//79xYrw+/fviYqKwt/fH2tra6Kjozl06JA4Z8iQIRgbG2NkZETXrl1lCefNmjUjOTm5UF5OQEAAXl5ewgCSMHHiRBo1asSLFy8YP348Xbp0EUnj48ePx9DQUNRaggIjNzIykpCQEDG+Hz9+pEWLFigUChHKpDxHOnbsiEKhKET4/gjSNXbv3k1qaipJSUkiR+PAgQPUqFGD0NBQli5dyq+//kpKSgp2dnZf9Zr80X2K2rZ69WrU1dVl+SxPnz7l7NmzHDp06E/lscyePVt4oU6fPk1QUBAVK1YUinR5eXk8e/YMExMTmQG/fPlybG1tadCggRArOXv2LE2bNsXf359ly5bJ7jNt2jQMDQ0FmUxNTUVLS4vdu3f/YRvfvXsnpOKLgvKY9e/fHzs7O+zs7ETIYHZ2Nq9evaJx48b4+/sza9asbwqe/BGk3B97e3shXgIF75ZElrZv3063bt3w9fUlJSWFEydOEBAQwJkzZ3jz5g23bt2iSZMm6OjoiDl++vRpnJycCoXw/R24e/cusbGxqKmpERYWxtixY0lKSqJ06dJs2LCB3NxcPn/+TPfu3dHV1aVNmzbi3E+fPhEREUFkZCR5eXnivS2KLJ08eZLQ0FDKly+Pra0t9vb2JCcnY2xsTJkyZQgODpYVy5WKxioUCjp06EBYWBjZ2dncvXuXunXr4unpyaRJk8jKyuLjx4+0bt2a4sWLM2rUKGbPnk1ycjLa2tqyHEQVVPgrUBElFVRQ4f9LTJkyhSpVqojV8MmTJ6Ouro6lpSVLly4Vx31ZI8nMzEysai9cuJDixYtTqlQpJk6cCBQkBxelGvclJOP07du3mJiYUKVKFZo3b/5VQ1m5HStXrsTFxYWuXbuyb98+unbtKorLnj59msDAQOLj43F1dUWhUIjwsby8PBYsWFCkkZeenk6lSpX46aefhEdj8uTJaGpqynILvkTfvn3x9PTE2tqa2NhY3NzccHR0JDs7mxs3buDo6EjdunWF0tSjR48ICwvD0NBQ1KbKysqiT58+VKpUqchivNeuXcPCwgIfHx8OHDjAwYMHmTx5MhoaGmzcuJHU1FQqVKjAsmXLhMF+//592rdvj4WFBXFxcSQlJREQEICTk1MhNbCsrCyioqIwMDAQ9Y+UMWrUqB8iExK2b9+Ouro60dHRVKlShQoVKrBy5UqgQCikZcuWlCpVCktLSypVqlSkstu3oDwn3r9/LwtBvH79Onp6ekybNq3I4yX8iMGflZVFp06dqFWrltgmkSV9fX2mTJnCvHnzqF27tgh9XLVqFUOGDCEvL4+FCxfi7e1NXFycjCwlJCTg4ODAypUrxfvSokULBg0aBBR4xZRzXz59+vTDhLIojBw5kvLlywsi/9NPP6Guri5CW1++fEnTpk2xtrb+IbGLLyHl/mhpaRVapLh37x729va4uLhw5MgRBg0aRI0aNYiLiyM8PFyWd/Px40diYmJwcXERnrmMjIwfzkX6Xty/f5/IyEjq1q3LsmXLhOy4oaGh8KTfvHmTiIgI3NzcSExMpH///tSoUUO8Z2PHjmX48OHieUlkqWbNmmLbyZMnWbRoEZMmTWLfvn04Ojqyfft2jh8/jqenJ9WqVZMpDkr5fFOmTCE/P58VK1YQFhZGUFAQ5cqVw8DAgMmTJ5OdnS3qtFlbW+Pi4kJAQIBMrlwFFf4qVERJBRVU+P8OHz58oE2bNkyYMAEoKESqo6ND//79qVevHlWqVCkUbvX582fS0tKEUtXmzZvR0dFh1KhR9OjRgxIlStCuXTuioqJYvHixLFTva16mnJwcFi5ciIWFBbq6upibm4vwL8kw/5qM97x580Rdlp07d/LTTz/h6+srjMmjR4/Sp08fTE1NZWIKULC6P3z4cIYPH87Vq1fFPZYuXYqxsTGdO3dm6NChlCpVShbapgzl6+3Zs4cBAwbQqVMnWQ7BkydPmDJlCtra2kRGRgqCuWXLFqpVq0b58uUJDw+ndu3aGBgYCKJQFLm8desWvr6+mJmZYWRkhKOjI6tXr2bXrl2YmZmJkCRl3Lt3j+XLl1OnTh0SEhLo168fOTk5rFq1itGjR7N06VKRw5Kfny+MQIksfdmO7yFL0jmZmZl07dpVFo6UkJCAkZGRzHty//59Ll++LFTCvhfK4z9+/HhiY2MJCAhg6NChgth+Kcn8dyAjI6OQ4MjZs2cJCQmhWLFiNGjQgIoVK1KjRg0mTZqEmpqaKGyblZXFggULCpGlkydP0q5dO5mMd/369dm6dSsHDx5EU1NTzOucnBxmzZrF+vXr/1QInITc3Fzi4+OFt23NmjWUK1dO5NVIYYTPnj1j4MCBf5mM3L9/n+joaAIDA2X5hEOHDiUiIoKWLVuSl5fH+/fv6devH1ZWViL/B/5v7q1btw5zc3Nu3bpVqD//BG7dukVkZCSmpqZYWloSFhaGvr4+Wlpagjxev36dcePGUa1aNerXry8rWNy9e3fKli3LxIkTefHihTje1NSUGjVqFCqIe/nyZXr37i3+zszMJDAwEF9fXxlZ+uWXX1BTUxO15ebPn8/9+/fJzMwkLi4ONzc3Jk+eLIjms2fP+Pjx4zc9jSqo8GegIkoqqKDC/5e4f/8+N2/eFN4KySO0fPly1NXV0dTUFKumEp4+fcqNGze4c+cONjY2gjTt3r2b4sWLU6xYMezs7DAzM6NRo0b07duXjx8/FqpeL2HZsmWUKlWK1atX8+LFC3R0dKhduzZDhgxhwYIFwlj7GllasmQJFhYWdOnShbt379K5c2c8PDxkssNS7R/pPMn70qBBA6ytrQkKCmLBggUysqSvr0+xYsUKiVl8iW8ZqqtWrUJbW5vu3bsTHR1N2bJlCQoKEjlUDx48YOTIkXTu3JmJEydy+PBhUTj0W7h8+TJXr14VhS5nzZqFs7OzTEL6y3Ypj1/v3r0pW7Ysfn5+6Onp4ePjI8YrPz+fyMhITExMiiRe34uTJ09iYmKCt7d3oT4lJCRgaGjI8uXLvyl7/b3o3bs35cuXZ+LEifTr1w9PT0+ioqKE/PE/YUB369aNRo0akZmZKbadPHmSuLg4zMzMuHLlCrq6uiLkSRnKZKlBgwZiDJQ9JwCdO3dGW1ubMmXKyDy8L168ICgoiDFjxvzp9ufn5/P69WtMTEw4dOgQhw8flgkRfP78mZSUFJloCvz1sbx9+zaRkZEEBQWxfPly5s2bx6ZNmwSpuH37Nrm5ubx//56hQ4diZGREhw4dBKGEgvphlStX/qZIxd+N8ePHU7x4cQICArh37x63b9+mZcuWIgxPwtfCEwcNGoSuri7jx4+XkSULCwscHR15+fIlo0aNIiYmBhsbG1FrS0JmZiY1atTA39+fVatWifuMGzeOYsWKUaFCBZmH8d27d8TExGBgYMCUKVNEWLAKKvwTUBElFVRQ4b8ayl6AojwC8+fPx8/PT6w0btmyhbp16zJz5kxhtHyJjRs34ubmJn70T5w4QfPmzYmLi6N9+/Z8/PhRXNfV1ZX+/fsXyv25desWHh4eTJ48WbTrzZs3hISEoFAocHZ2Zvny5X9IllasWCHCzZ48eULnzp3x9vYWwgxSMVUoUJgyNTUVXqv09HQUCgW+vr7MmTOH/Px8Zs2ahUKhoHTp0ixYsOBPFa189OgRlpaWMsImKWTVrFlTeJaka168eBFzc3OSkpIKGadF9Vl5PCZNmoSDg4MwuJVJ6erVq2XhbBcvXsTb21uEW964cYPu3bvj5uYmM5KrVatGdHT0d/e3KNSuXVsoJ35pYCcmJqKhocGqVav+klLZypUrsbW1FeRz69ataGhoYGNjQ61atYTC2I8a+Mpj/csvv9CnTx+ZSMi6desoV65coRCm06dPExwcjKWlJWXKlKFMmTJERUUVEqfIysoSntSEhATy8/M5fPgwx44dEzk879+/FyGamZmZvHnzhidPnhAWFoavr+8PhUJ+be5269aNgIAASpcuLbxeUOB9qFmzplgo+DvU5CTcvn2bqKgodHR0sLGxEW1bs2YNlStXFuIH79+/Z8CAAXh4eNC4cWMyMjJEPk+1atX+kjftRzF27FiqVasmk7T//PkzDRs2RE9Pr5By39WrV8V3S8KAAQPQ0tJi3LhxvHjxgvz8fK5evUp8fDyTJ0+mTJky9OrVCxsbG0xMTAqJaLx+/Rp7e3vatWsnq3XXpk0bTExMRC6l5M1+/Pgx5cqVw9raWiZproIKfzdUREkFFVT4r0RGRobMmJowYQJt2rShRYsW3LhxQxCAhQsXYmhoyO7du9m9ezdhYWGkpqaSn5/PqFGjiI6OJjw8nL179woytX37djQ0NFi5ciUvX74kIiKC1q1b8+LFC4yNjWUqXuPHj0ehUFC2bFl69OghQvpOnz4ty0vJzc1lwoQJmJqacufOHerVq4erqytLliwpZHTA142/J0+e0KVLFypWrEhiYqK49ocPHxgwYIDIkVi7di26urr88ssv1KpVCysrK5o1a4aGhgZLliyhbdu2VKtWjalTp4px/F7j7MWLF1hZWYlkfun8ixcvUrp0aerWrcvOnTuBAoUtAwMDUlNT/5SH5eLFiygUCpliHxSsKsfGxgoC9PPPP1O/fn3i4uJk43n79m1atGhBZGSk2J6VlfW3GKK1a9fGyMiIvXv3FiIrHTt2FOIOfxZbtmyhe/fuQEH4qJSTJNUyioiI+KYYxx9h69atLF68GAsLC7y8vIiJieHKlSvk5+fToUMHoqKihGEqGa6bN2/Gx8cHZ2dnHj16hL6+PqGhoYXIUl5eHmvXruX27dsieV9TU5NatWqJ8LcTJ07g5uYmVAm9vLzw9vaWFXr+Iyg/xzt37nDz5k3x98qVK7GxsaFOnTrCO/bq1SvCw8MJCAj4x8LZ1q5dS+nSpWnRogVQECJ65MgR4uLicHd3Fypt7969Y/Dgwejp6VGuXDni4uJo3br1n1q8+CsYO3Ys5cqVE++x9P+NGzcKYYXDhw+Tn5/P5s2bUSgUrFixopCXMC0tjdKlSzN58mQh5nDgwAF69uzJli1bgILFogYNGhAQECCrVwcF+ZzSM5G2//7775QvX57WrVvL7vXbb78REhJCYmKi8D6roMI/ARVRUkEFFf7r0KtXL3R0dDh+/DhQYCRraWnRrl07zMzMqFKlCuvXryc7O5uMjAxiY2MpXbo0xYsXx8TEhOzsbCZPnoyOjg4DBgwQYgXjx4/n1atXvH//nvbt26Ouro6FhQXOzs7CyB48eLCsRoerqyvx8fEsXbpUFLNMTU0lPT0ddXV1IWkNBRLkysIJ4eHhmJuby4y778Hp06cxMDCgTJkygojl5ORw9epVnj59SkZGBjY2NiJH68iRI5QpU4ZixYoJBa2XL1/SrFkzqlWrxrRp02S1pP4Iz58/x8zMTJCXnJwccnJyuHv3LjVr1hSFXj9+/MjkyZOpU6fOV3O6tm3b9lUCJR03efJkSpQoQa9evdi7dy+HDx8mJCQEZ2dnYdTNnDkThUJBxYoVCyle7dy5E4VCUUhO+nv6KhlsJ0+eZMKECYwdO1ZWI6lmzZqYmJgUSZZ+BF/zajx9+pQ3b97g5+cnxvvdu3c4ODhQsWJFUY/ne6Dc38GDB6NQKHj37h0PHz5kx44dBAQE4OrqSq1atUhISKB69eoirygnJ4f169fj5eVFWlqaGMtbt26hp6dHREQE165dIy8vjyFDhjB8+HCgIJTM2dmZEydOsHfvXjp06ICrq6sIhQWYO3cuc+fOZf369X9KqQ8KjHRzc3P09fVp1qyZeM/GjBmDm5sblpaWBAcH4+XlJZNN/yfI0oULF1AoFCxdupROnTrh4OBAXl4ehw8fpkGDBri4uAiy9OHDB4YNG4a5uTnjxo2TFbr+u/G1vt65cwcPDw9at24texePHz9O586dGTdunKw9CQkJ6OjokJ6eLiNLDx48QEdHB4VCwcqVK9m5cycODg6YmJjIPJbPnj2jQYMGVK9enblz58o8SIcPH2bYsGHMnz+fK1euAAWFk8uWLUurVq349ddfefDgAQMGDCAuLu5vCW9VQYVvQUWUVFBBhf9KeHl5YWNjw+HDh2nZsqWsmGhMTAzm5uaiJsj169dZv3497u7uODk5sXz5ctq2bSvqm0CBIpajoyPjxo3j06dPvH37lkOHDrFu3TqZ8bZ//34ha+zt7U1AQIBYPf399985cuQIOTk57NixAzU1tSLDryQjbe3atdSqVUuow/0Ijh49Sv369TE0NBShdtJ109PTcXNzE8bi5s2bCQ0NpX379oVqPRVFlr4ViiTtmzZtGmpqakJxb+fOndSsWZNWrVqxaNEikYzer18/PDw8Cq0+w/9546ZNm1ZkCKSEvLw8Vq1ahbGxMZUqVcLe3l5GvqR2r1y5EoVCQffu3WWE9NKlS9jY2Hyz7s63sHbtWvT19YmKiqJevXqUKVOGtLQ0sb9WrVqYm5uzY8eOP2V4KxOYp0+fFlIhvHLlCkZGRhw4cAAoMGwbNWrE2rVr/5TX4erVq/z888/C66eMrVu3ijwvhUIhiPWGDRuE+uOXRUVv3LiBgYEBbm5uREREoKmpyenTp1m9ejUJCQmysbp79y49evTAxcXlq3lIPzqGGzduxNLSkpUrV7JixQoqVaqEv7+/mINHjhxh9OjR9O3blzlz5vxpMvY9UH4/1NXVCxXFLYosvX37lpkzZxZZ6PrvgBRiCEWPbU5ODpMmTaJ69erUq1ePa9eucf78ecLDw0U+0Zo1a2QiJa1ataJs2bKkp6eLRaSMjAz69OkjvNSPHz+ma9eu6Onp0a1bN9k9f//9dxo3boyNjY2Q7V+/fj1lypTBw8MDKysrPDw8hGz/7t27MTQ0xNTUFFNTUypWrPjVMF4VVPg7oSJKKqigwn8VlI0bNzc3qlSpgpubmygmKSEmJkYUMlU2wmNjY7G3t6dq1arCIyWhc+fOODo6ypKSN27cKKvzAdCpUycUCoVMAreoRGdPT0+cnJyK9Bi9f/+eyMhI2rdv/0OGkXI7Ll++TFxcHIaGhjKjYf78+djb27N161ZevHhBdHQ0AwcOlF1Dus7r168FWZo+fTq5ubmMGTNGVm+qKGRmZtKzZ08UCgUDBgwgLS2NBg0aoKenJ3KqoECi2djYWIgPAMJDMWDAAJo0aYK6ujpTp079JlmCAhLx22+/8dtvv5GXl8fRo0fZtWsXL1++FOM/b948FAoFiYmJbN68mTNnzhAeHo6bm9ufIhW//fYbxsbGIg/i6tWrlCpVip9++kn2LFxdXXFwcPhLieV9+vTByckJIyMjBgwYIObWw4cP8fb2pnnz5uzbt4/Q0FCioqJEf36kX1u3bkWhUGBoaCjmf35+fiED+tdff6V///5Uq1aNY8eO4eXlxeTJk4GC/JUXL16wevVqoSDYsGFDXFxc6Ny5M5cuXeLx48dER0ejp6dHkyZNZNeWyJKnp+efKgz6ZX+PHj0qy5d78uQJxsbG+Pn5fTX88Z8Ku5Mg1QNSU1MrpCwpkSV3d/dC+T9/d7v27t2LQqGgY8eORd5D+vZkZWUxb948qlevjpqaGubm5nh4eJCdnc2FCxews7OjTp06bN++XZybmJiIrq4uQ4YMYe3atURFRcnqmuXk5PD777/To0cPPDw8hJdRwrNnzxgwYAC5ubn8/vvvpKamilyygwcP0rRpU8zNzcUCwYsXL9izZw/bt29Xhdup8C+DiiipoIIK/3VQDuOqVasWCoVC5vmREBcXR+nSpTlw4IDsnObNm6OmpsaYMWMKFTmV8n+WL1/O6dOnsbKyIj4+vlCyu4mJiRAtUCZvGzduFEpoBw8exNjYGDc3N44dOyarG1SnTh2cnJyKlAn/EVy6dIn4+HgZWbpz546Q2jY2NsbV1VX0vyjRiNevX9O8eXOqV6/O6NGjqVevHqVKlfpDlbo3b94we/Zs7OzscHFxwc3Nje3btxMVFSXqCeXl5WFjYyPzvEFBzSojIyNOnTrFoEGDKF68+DfJ0pfj06tXL4yMjChVqhSBgYEsXLhQ9HH+/PkityIxMZEmTZr8cB6WhL179+Lv7w8UGPgmJiZ06tRJ7Je8edL+P4sVK1ZQpUoV5s6dy+jRoyldujRNmzblwYMHQIGHwt3dncqVK1OjRo3vzmP5cv/NmzdJSkqiZMmSwkPwtWtcvnyZihUrkp6ejqurKzNmzODTp0/0798ff39/DA0NKVGiBBs2bGDDhg18+vSJ3Nxc0bbz58/TtGlTTExMZHLjUJC307p1a1q1avVDc1/52ClTptCpUyccHR3p1auX7LinT59iYmJCjRo1/iV1daR25eXlkZWVxebNm7ly5YqQuf6y/4cPH6Z27dq0bNlSdv7fjczMTBYsWIChoaEsZLiogtdSG44dO8aFCxfIzc2lT58+tGzZEkdHRzQ0NAgICBAeICgIebSzs8Pc3JwaNWqwe/duli5dyoEDB4SnXPIseXt7M2LEiEJtPHfuHG5ubvj6+sok78+ePUuTJk0wNzcXddpUUOFfDRVRUkEFFf4r8C2D0NPTk6pVq8rIiHROWlpakau08fHx2Nvbs2zZskLKc+PHj2fAgAEkJSVhaWmJuro6MTExsvA+X19f6tatK7ufMrGSjLNt27ZhY2ND6dKlcXR0xNnZGVdXVwICAv50nsSYMWNo2LCh+FsiSwYGBpw6dQooMNo3btzIypUrvxlqpEyWIiIi6NChA/n5+bRt2xYtLa1CK94SlNv88uVL3r9/z/Pnz7l58yZBQUEEBwcLYYtLly5hZ2eHqakpYWFhNGjQgLJly8rqzfwRWVI2JM+dO4eHhwfHjh3j8uXL1K1bFz8/P6ZMmSLGVArDGzZsmPAO/pnV+v379+Pn58fx48cxNTWlffv24jonT56kbdu2f0q04cv5vG3bNiFMAQVCB6VKlaJhw4ai/S9fvuTq1avi3D8KHVO+x8aNGzl06BD5+fncvn1bKPNJz/drhrq/vz/Dhg2jRYsWuLi4oKmpSWxsLFOmTOHp06eEhYXJyM6cOXOoVauWeIYXLlygadOmVK9eXSaCAgVk5kfCzZSPGTlyJBoaGjRr1gxdXV2srKwKzdVnz55RvHjxH8rj+jNQHucvhULy8vIYMGBAkWTp4sWL/6hgg/IizJIlSyhfvjwpKSli/x+9D9OmTUNbW5vjx4/z8OFDDh8+jLu7O2FhYUKcIT8/nzt37nD37l1SUlKwsLDA0tISPz8/YmJixLvx+PFjunXrhp+fnywUEwq8nLVr16Zs2bLi+yXh3LlzJCQkoK2t/Zck/VVQ4c9CRZRUUEGF/3goGxPr169n3LhxbNiwQRZu5urqirW1NceOHZMlB0NBPaLU1FSmTJnC7t27xfaYmBgcHR1lZAkKFPS0tLTYt28f169fZ/ny5djb29OgQQPxY71x40bKly/PoUOHgAJDXyJWJUqUIDo6Wngb3r59y9ChQ+ncuTO9evUiPT39L+VJrF+/Hg0NDdq1aye2KXuWlL1fEr5lFEnj+/79e5nhmpiY+E2y9P79e5FncfHiRUJCQsjKyuLo0aPExcVRo0YNNm/eLK43aNAgOnbsSFpamjhP+TkNGDCgSLL0peF5/fp1QehAnms1depUQZbmzJkjQgO/LHz5vbh8+TLOzs5oaWkJlUEJPXr0ICIiQibY8T1Q7vPcuXPp06cPvr6+jBw5UnbcyZMnKV26NE2aNCnkrfojA1v5HikpKZiamjJ37lwRznfr1i3atGlDuXLlxPPNy8sT5129epWUlBRKlSrF0aNHyczMZP369cyfP18WXhgXFycLn5s/fz5ubm7Ur19fPMOzZ88KsqRcM+l7+/IlTp8+TWJioshfefbsGW5ubgQHB8vyDqFA5e6fDLNTbvvo0aMJCQnB09OT9u3bc+PGDTGeAwcOpESJEixatOib1/i7oPz8J0+eTNu2balYsSIKhYIuXbqIfd8amzZt2hAfHy/bdvz4cczNzfH395fVoRszZgzGxsbie9i3b180NDTw9/cXYdGPHz+mZcuWQgJcGfv27cPf3x8nJ6dCuYSnTp2iXbt2QlpeBRX+lVARJRVUUOE/Gso/qKmpqWhra+Pq6oqZmRkODg7MmTNH7Hd3d8fOzo79+/eL89LS0tDW1qZmzZq4ubmhp6cnK5JZt25dXFxcmDNnjjAA4+PjadOmjawd69evx8jIiOjoaM6fP8+TJ09o0aIFOTk5glgdPHhQECs7Ozvq168vavoUhR+VP1bG9u3b0dTUlMnmXr58mfr166NQKArJNcO3V+2V76OsgPctsjRo0CAhxlCyZEn69u0r9imTJcmz9KXa3dKlS1m1apWMFH2NLAEMHz6c6tWr4+joSFhYmGyfRJaqV6/OyJEjBQFdtGgRCoWC4cOHf9Mglcbm4sWL7Nixg/T0dBGWKeU9DRw4kLNnz3Lt2jWSk5MpV65cofpZfwTlZzB06FDU1dWJiopCoVDg4+MjwjklnDp1CoVCwaBBg37oPhKmTJmCgYEBx48fF1LfEm7cuEG7du3Q19eXFRaVav5IHlBbW9tCwg/Pnz+nefPmlCtXjt9++41u3boxevRocnJyWLhwId7e3sTFxcnIUvPmzbGxsfkq8f4epKen4+7ujr29vcxwvnv3riBLUq0iZfzTOUl9+/alfPnyDB48mBEjRmBqaoqPj48IGZPUABUKBdu2bfvH2vHlOz548GDKlSvH2rVrWb9+Pd26dUNPT48OHTqIY74cG+nvn376Sbxnynlsc+fOpUyZMtStW5d9+/bx6NEjQkNDhYd427ZtaGlpkZSUhJeXFwEBAcKz9Pz5c/Ly8jh//jxbt25l7ty5Qrnu8OHDhIeH4+3tXajgblFiMCqo8K+AiiipoIIK/7FQ9rYcO3aMatWqifC38+fP06NHDypVqsTixYvFcZUrV6Zx48ZAwYp8WFiYICsPHz5kzJgxFC9eXMgT79mzBzMzMxISEoACg6ZZs2YiAV3ZiBg6dChly5alSZMm3LlzR7QvLi7uq8QqJiamkGjEn8Hhw4cLbdu2bRtly5YVuQd5eXmcO3eOvn37snz5cvr168eoUaPEKi98nSwpb//ymFatWgmytGfPHllhytjYWDQ0NMSYK0MiS8HBwaxatUpsT0tLw9DQEF9fX8qUKUOTJk1k/Rs4cCAlS5bk559/Fp6+OXPmoK2tzbBhwwgMDMTAwID+/fvL7peZmUl4eDgdOnSQPbdly5YVEvsoCqtXr6ZixYrY2NhQvnx5zMzMhKjF2LFjsbOzQ1NTEzc3N5ycnP5S7suZM2do3ry5mM9nzpzBwsKCxo0bF/IIXr169Yc9j9IzrF+/vizcCuRz+v79+8THxxMaGgoUvDO6urpMmzYNKCDkEkmUsGbNGpo0aSKKGUtJ/ZInICsriwULFhQiSydOnGDw4MF/ibTcuHGDyMhItLS0RM0wCffu3cPLywsXFxdZ7tg/jevXr1O1alURjgYF+Xve3t6yYtfZ2dnMmzfvH1HbA4S3ULkNtWrVko3Ty5cvmT59OpqamvTs2RMo+G4UtYiwdu1aIfWtjCVLlhAZGYmnp6fwsu7fv5+7d+9y+vRpTExMRK2s3r17o1AosLKyEiqEa9aswcDAgFq1amFiYoKPjw/z5s0DCtQzIyIi8PPz+5fklqmgwh9BRZRUUEGF/zh8Gac+Y8YMWrRoQXx8vMzIuH37Nm3btiUsLIwVK1aI7bm5uSxatIioqCgCAwN59+6d2Pf27VsGDRqEg4MDly9fpn379jg5Ocm8TJMmTUJdXV2WkwQwdepU3N3dMTQ0JDU1FSggc98iVpqamjRv3vwvSdmeO3eukLEqIT09HYVCITOGU1NTqVy5MuHh4dStW1fUlZLwJRGS/t67dy9JSUnUq1ePGTNmyFZxW7RoQdmyZdHQ0JB5PQIDAzE3N0dTU1OE4ihf/+jRo4SEhODv78+zZ88YO3YsJiYm4hnPmDEDhUJBbGysjNB169aNgIAA8vPz2bZtGyNGjBB9ePPmDT179sTX17eQp+Xdu3ffncOjjLNnz6Knp8eiRYt49OgRb9++JT4+HlNTU9Gv69evc+zYMa5cuVLIKP0RLFmyBH9/f7y8vHj27JnYfuTIESwsLGjUqFGRhv6P9CcvL4/Pnz/j7Ows1MaU5+bnz5/FnHzy5ImsHlW9evWAAuJhamoqy/HJzMzk/v37zJ49m0uXLqGpqYmGhoYswR/+jyz5+PhQv3592Tv4ZVt+FPfv3yc6OprAwEBZnhsg8q/+ydyfL6997do1KlWqJOa09N68ePECXV1doRaojL+bLHXq1KmQl/XTp0/Y2NjQtWtX2XZpQUGhUNC8eXOxfeXKlYwfP57evXuLUM/+/ftTsmRJ5s+fz82bN3n58iXR0dHMnj1bFKSV6h0BDBs2jPr164sxmDlzJpGRkQwZMoTc3FxOnz5NhQoVhLpdRkYGCoWCcePGiWtIAiq1a9cmKyvrHxO6UEGF74GKKKmgggr/URg0aBCenp4yeerU1FQUCgWVK1cuJLWdnp6OhoYGpqamYhUTCmLmq1Spgra2diGSsn//fsqVK8eZM2d49OgR3bp1w8fHR6bI1LhxY/T09Ni1axePHj3iw4cPREZGUrt2bSpVqoSampqQvP4WsQoODsbFxUUQq+/50Vc2xCSDY9q0aWhoaDB48GDZsTdv3sTY2BiFQsGIESOYMWMGpqamgsxIeTplypSR5Yd82Y7169ejq6tL48aNSUtLo3jx4iQnJ3Pnzh1xTJs2bShWrBh79+7lwYMHfPz4UVynTZs2aGpqilX1vLw8unbtyvPnz/ntt984c+YMz58/p127diKpfc2aNejq6tK3b1+MjIwIDg7mwIED4pr5+fmcPHmSKlWqoKurK1Phe/HiBcnJyfj6+jJkyJBvjmFR+LL/y5Ytw9nZmVevXsnOrVu3LlWrVv1bQ7cOHDiAr68v2traMk8bFHhOraysqFOnTqHCuX8GLVq0wMbGRhAVyXtw7do1OnfuLEI0c3JyyMvLY8KECTRv3pxbt25hYmIiam8B7Nq1i8GDB5OVlUVWVpaon6StrRsFgfEAAIgySURBVE1UVBTXrl2T3TsrK4uFCxdiampKnz59gL9P3e327dtERkYSFBRUiCxJ+KfD7SRp9JcvX6Kvry+Tv87OziY3Nxd/f/9Cstj/BB48eCBy85RJaZ8+fQgJCSnkpezTpw916tShXr165OXliTy26OhoQkNDKVmyJOvWrePdu3cMGzaMMmXKULlyZUxNTbG3t+fz58+cP3+eqlWryvLnUlJSsLGxEQsAcXFxskWoRYsWUadOHaCAYFpYWMjU+CThkn379sk81yqo8O+CiiipoIIK/1E4ffo0wcHBhIeHy7wg48ePR1dXl7S0NFkNjUuXLlGlShXi4uLw8/MT9W6gYOXeysqKpk2byhKE7969i4WFhchlePLkCZ07d8bHx4eff/4ZKDDyEhMTKVu2LFWrVsXS0hJra2vu3btH/fr1KVWqFP369RPXLIpYxcTEkJ6ezrRp0yhRooSsltDXoGykz5gxg6FDh/L8+XPy8/OZNWsWxYsXl5Glp0+f8tNPP3H48GHevXtHly5dxBhs3rwZbW1tRowYQZs2bShdurRsTCWcP38eMzMzZs2aBRSsROvq6ooVZ2m8c3NzSUpK4sqVK1SuXJmQkBCZkSSRpe3bt7Nnzx6CgoKoUaOGyP368OEDe/fu5eXLl5w/fx5zc3MRAjl//nw0NDSoVauWILY3btwgKyuLMWPGYGRkVKgez8uXL4XSlhS6872QDPbdu3eTl5fH/PnzMTAwEPulNj9+/Bg9Pb0/nVfzNcJ26tQpqlevTnh4eKFr79+/nwYNGvyQV+RLAiKde+zYMdzd3QkJCeHNmzfk5uby+vVratasibe3N3l5eaxbt47ExERyc3NJT0/H3NwcAwMDWR4LQIcOHWjVqhXv37/nxIkTgog8ffoUfX19QkNDycjIKNSWPXv2/COk5fbt20RFRREcHMzcuXP/9ut/C6dPn0ahUAgv6Pjx4zExMZEpF+bl5eHq6iqr8fRPY9GiRWhpaQlZ+f379+Po6Ejr1q3FQs67d++oW7euWFhasWIFRkZGItRt3759KBQK2bfixIkTbN68mXXr1gmZ/+TkZFxdXQW5AdiyZQv+/v6YmZnh6uqKra2tTH1v5MiRNGrUiPz8/EJEfP369bL8QhVU+E+AiiipoIIK/zFQTqivVasWYWFhrF27VuwfMmQIxsbGtGvXjj179nDmzBlCQ0Px8PDgxo0btGnTBl9fX1moy8yZM3F1dSU4OJjVq1ezY8cOIiIicHJykhlvElny9vaWrYBu2bKFJUuWsGDBAnF8mzZtqFixIp6enn9IrHJycjh48CBWVlY/pLyWkpKCgYEBc+bMEV6d7OxsZs2ahbq6Oq1atWLKlCmEhYURHBwswn5u3Lgh/rOyshL5CevXrxe1hZTVqvLz89mxY4cI67t//z5VqlShZ8+e7Nq1ixIlStC1a1eRjH3p0iVOnjzJ+fPn0dLSonHjxjLi2r59exQKBdHR0SgUCpYvX87SpUsFSZQEEsaNG0ft2rV5/fq1eE6xsbE0a9aMvLw81q5dS2BgINnZ2bx69Ypx48ZhZ2dH586dZeP0/PlzpkyZ8qcM8QMHDqBQKNi4cSPPnj2jUqVKshpJ+fn5Iv/kz+SZKROG9PR0pk6dyubNmwUJO3ToEAEBAURHRxcSS5DwLbLUsmVLgoKCiryfhJycHNasWYOvry/6+vp4e3vj7OyMpqYmlStXZtKkSSgUCpl0d6tWrVAoFKKY76tXr0hLS6NChQpcvXqVvn374uXlxcKFC0Ui/q1bt9DT0yMyMpIrV66Qn59PVFQUU6ZMEdf9p8iSr6+vTMntX4H3798TFRUl3ptbt26RlpZGuXLlaNGiBX379qVWrVo4ODj8Sw3/jIwMqlWrhoWFhSBLmzZtwsvLC0dHR5HD5ejoKNo1atQoUZA2PT0dLS0tQfgyMzNJT08XhLBXr16EhISQkJCAnp6erO6RhK1bt/LLL78wePBgcQ/p2Z89exYdHR1KlSpFt27dZOd17tyZ+vXri5wuFVT4T4CKKKmgggr/UZCMvQsXLhRJloYPH07p0qUpWbIkDRs2pEWLFkLN6/r160WSpTlz5lClShVRDyk5OVmc8zWyJBEgZVy7do22bduip6fH3r17v5tYScUWJVLwrX5DQRK1sbFxkcZ5Xl4eW7duxdDQEB0dHapXr07nzp0xNzeXreyuWrUKX19fcc8DBw7QvHlzFi5cSE5Ojux+v//+OxcvXiQnJ4fY2FgSExP5/PkzOTk5ODo6UqxYMTp27Mjt27epWLGiEFE4efIkpUqVkpGlpk2b0qBBAwYPHszevXu5cuUKzs7O1KxZkydPnog+9O7dG19fX27evMnnz5+JiYkReQtQYNyVLFlSyLG/fPmSsWPH4ujo+FWj+EcM8Rs3bjBjxgzh0ZJIqK2tLe3bt+fTp088evSIwYMHY2ZmxqNHj7772l8iLS2N8uXLY2lpiaOjI02bNhXP5dChQwQGBhIbGysLN/0ebNmyhYoVK9KgQQOxrShRjvz8fJ4+fcrkyZMZOXIks2bNIjc3FzMzM0qVKiXmr2TU5uTkEBkZiaGhISYmJgQEBGBqasq5c+fo168f5cuXZ+/evYIkSfeRQvEkQ9ze3l5W6PmfwuPHj/+lOUkSBg0ahKmpqfiWPHnyhFWrVuHn50dUVBStW7f+07XS/kq77ty5g5+fH6ampoIsXbx4kTVr1tClSxfhtVmyZAlv3rwhLS2NuLg4du3ahZaWliyEeezYsVhaWlK6dGkaNmyIlpYW8+fPp3nz5oWU6b7WHuW+f/r0icGDB2NkZCTuc//+ffr06YOent53ia6ooMK/EiqipIIKKvzb8bUf2HPnzhVJlsaPH4++vj6jR48WBqxk5GVkZBRJlhYtWoSzszPdu3cXP8ZFGXFPnjyhS5cu+Pn5yeSu3717x5YtW4iOjhZhfD9CrL6sDSJh9uzZhbYNGzaM4ODgQvWDlP8/ffp0/Pz8sLW1RU9PT+SaSEbr6tWrKVmyJLt37+bNmzdER0fTsWNHsV8K51Meg8zMTLy8vEQu0+fPn+nSpQvr1q3j+PHjjBs3jp9++kk23spk6cKFC3Tq1AkdHR0RCpWXl8eyZcuoVasWwcHBPH78GCgQedDW1sbOzg5zc3McHR1FsU6pjS1btiQiIkKQCsmz5OLiIlQK/wxu3LiBo6MjFStWlJGzFy9eMHfuXCpXroyenh62trYYGxv/sBCHci2qzMxMYmJiuHTpEm/evGH27Nn4+voSHR0t+nX48GHs7OxEHtv3Ij8/nz179lC+fHkhwCBt/xZycnJ49+4dmpqaGBkZ4eTkVGj+QEHo5uzZs9myZQsPHjzgypUr2Nvbi/pFL1++5NKlS4wePVrUxbp79y4jRoxg1KhRMuL1r8A/SZagQH3w5cuXsvs5ODiI/CsJX47/P9F/5b7u2bOHlStXsn37duG1fvDgQSGypNyu0aNHY2BgwK+//srhw4fx8PCgRIkSImx31KhR3Llzh+joaLp06YKxsTEaGhrMnz+f3NxcWd25H4Ukr1+qVCnMzc1xdXXFysqKc+fO/elrqqDCPwUVUVJBBRX+rVD+wb98+TIHDx7kyZMnIkTr7NmzhciSVO2+cuXKdOzYkblz53LmzBmxwn3t2jVBlpRDfyTVuk6dOn2VuEABAUpISChUGDE7O1tWbFM69nuJ1ZeYOnWqCDVTRmpqKoGBgYW25+bmsm7dOkEOW7RogUKhoHbt2oWMoQcPHtC8eXPU1dWpWrUqjo6OghRt3LgRX19fatSoQffu3YWC2927dylXrhxNmjRh0KBB9OvXDwsLC27fvk1oaCjm5ubCm5OXlyeud/LkSbS0tKhbty4nT56kT58+aGlpCRKYn59Peno6gYGB1K5dW4ThnThxgvHjxzNhwgRycnL48OGDzKhcsGABTk5O3L59W2zLzMxk8ODBJCQk/GnD+O7du/Tq1Qt9fX0RcqQ8xm/evCE9PZ3du3f/cEK5cpvu37/P9evXqVOnjsjryMnJYfHixfj6+hITEyPI0oULF/6U1+HPkiWA169fk5WVhbu7Ow4ODoIsSX34su7SvXv3sLS0ZNmyZZw7d4527dphZ2eHvb09CoVCFHNWvvf/L/km69atw8jICH9/f9avXy+8o4MGDSIiIkJ8r3Jzc78ptf93o1evXlSsWBEnJydKlChBSEiIUAC9f/8+1atXx8LCQhYee/r0aVq0aMH27duBAhXJzp074+DgwPDhw9mxYwfW1taEhYXh5ubG+/fv8fHxoWbNmujr63PgwIEi+1dUX7/2jn78+JHLly8ze/Zsdu/e/V35myqo8O+AiiipoIIK/zYo/7D26dMHW1tbtLW1qV69Ov369ePVq1dAAVmqXbs2ERERslyKwMBAFAoF2tra+Pv707x5c7GiKpElf39/fvnlF3HOvHnzMDc3p0ePHoUMQWW8fPmykBfna/gRYqWMzMxMYUgqq72tWLEChULB5s2bZce/evWK+Ph4li1bxufPn5k5cyYjR46kdu3axMfHC5U0qb0PHjxg165dLF++XBjhp06dolSpUgwaNIg2bdoQEBCAn5+f8PTMmDGDYsWKUbJkSXR0dMQq78iRI6lcuTJubm6iHkp+fr5o/9GjRylRogTnz5/n4cOH9O7d+6tkKTg4mKSkJNlK/Pz589HW1mb69OkyeXh3d/dCNZrevXsnxup7yFJRxtyTJ0/o27cvhoaGhdTK/g707duXSpUq4eLiQpUqVWR5FxJZ8vf3x9/fX1ZY94/IknI4nfL1/ogsSf8+f/48y5Yt49ixY+K+L168wN3dXeZZGjlyJO3atZN5+F6+fEnTpk2xs7OjZMmS/PTTT6xfv56PHz/i7+/PsGHD/tRY/Sfia3WFUlJS0NXVJSIigvHjx3P27FnU1dVJT0//l7dx0aJFGBgYcOLECT5//szly5epV68eQUFBQq791q1b2NnZiXkhFey1traWhbk9e/aMpKQk7O3t0dDQEMV7165dy+fPn8W8rF+/fiGyBAXhj9I8uX79OufPn//mIoNK8luF/xaoiJIKKqjwb8fw4cMxNDRk9+7d5OTk0KRJE4yMjOjUqZMIdTl37hzOzs707NmTnJwcRo4cKY65fv063bt3p1SpUoSHh4vV+4yMDOLj42nfvr1sZXvRokUyL8W38L1eix8hVikpKaIILhQor1lbW9O7d2+Z3HaZMmVYvHgxFy9e5MqVK4SGhuLu7s6bN29koS/Lly8nMDCQ+Ph4mUSzFA4l4ezZsyxYsEAWJrh9+3YCAwPx9vYWZGnNmjVERETg7e0tlPCgwANmb29P586dZWRJIpzKOVgPHz4kLS0NTU1N2TVWrlxJYGAg5cqVk4lh3Lx5k969e+Pt7Y21tTWdO3fmypUrrFq1isjISKHIpTy232NsScccOHCAX375hebNm7N7925evXrFmzdv6NevH7a2tjJp+D/jqVI+Z9OmTRgZGbFixQoGDhyIhYUFXl5eMhKWk5PDzJkzZapfP3KP+/fvC3VF6Xp79uxBX19fRpaUz1m/fj2lS5fGzs4OhUJBt27dhLfz5cuXeHl5oaenR3h4OKVKleLcuXNs376dGTNmsHz5cu7du8fnz585ePCgbP7m5OTg4+PDzJkzf3DU/jOhPGZ37twpJNN+7Ngxxo8fj5GREXXq1KFMmTKEhoaSmZn5jxKAL0lycnIyERERsm1XrlyhRo0asvpIjx49EkRHKtirnJsm4ePHjzx//py9e/eSkZHBjRs3UCgUtGzZUnix8/LyqF+/PhUqVGDXrl28ePGC+vXri4Lba9euRU9PDwsLCzQ1NVm0aNG/JE9NBRX+KaiIkgoqqPBvxdWrV/Hz8xPek927d1O2bFliY2OxsbGhS5cuwrOUkZFBXl4et2/fJjAwUMjX7tixA01NTVq3bo2TkxNRUVHCs3Tv3r0/VYD0z+KPjN7z58/j5+eHl5eXMP5///13evTogZ+fH/369RNGT2pqKjo6OpQvXx4HBwdRkyUoKAhLS0vq1asnvC9Lly6lVq1aREZGsmvXLkJCQvDy8hLXevToEf7+/mhpaTF06FBZe7dv305AQADVqlUTct+nT5+mdevWeHt7y+ovjRs3Djc3N7p27crt27dlHofffvuN48eP8/LlS3Jzc3n//j2pqaloaWnJyNKCBQtITEykW7dueHt7M3LkSLHv2rVrbNiwQQhAWFhYoK2t/ZeM8LVr16Kjo0Pz5s1p3LgxlSpVIjExkY8fP/LgwQP69euHg4ODEKn4K1iwYAFz5swRqmG5ubns3r0bV1dXqlWrJvNiKnuP/mjeKO8fNmwYzs7O2NjYYGdnJ/MM7NmzhwoVKgh5ceVQzNDQUGbNmsXHjx9ZtmwZ1tbWtG7dWsxDgN69e9O3b19+/fVXUlJSMDMzo3r16oSFhWFgYMCePXvEsR8/fiQjI4OIiAjc3Nz+vwmzk5CWloa5uTn6+vo0b96cO3fuyIjQp0+fmDhxIg0aNEBdXV2M4z/tLZE8Nb1796ZmzZriOUtzZM2aNairq8tqoMH/zbcHDx4QHR1NtWrVWLZsmdiv/PwkcrN161Y0NDRo166dIEv5+fk0adIENTU1HBwcsLW1JTs7m/v372NjY8OsWbM4efIkgwYNQk1NjQkTJsiKV6ugwn8TVERJBRVU+LciOzublStX8urVKw4fPoyBgYEwqiMjI9HX16dRo0Yyb0Vubi4bNmzg4cOHHD9+nEqVKglDWpKn9vT0lKnA/dOJ3j+CHTt2EBsbi6enpygE+eLFC3r16oWXlxcDBgwQxta5c+c4evQox44do1+/fhgYGDBz5kwuXryInp4egYGBorjjypUrCQsLo3LlytSoUUO2kpuVlcXMmTNxdnbGw8ND5pHKz89n586dODk5ERwczLlz50hMTCQoKAh1dXVsbW1ZsGCBOH7s2LF4eXnRtm1b4Vnq27cv9vb2GBgY4O3tTVJSEs+fP+f58+f06dMHbW1t8Vylvj179kwoAiqTNyjIm9izZw8dOnRAW1sbS0tLIVH+I5DkvSVxiZycHEqUKCEjRU+ePKF79+54eXnJ5syP4vnz51haWqJQKBg0aJDYnpOTw+7du3Fzc8Pf3/8vGY39+/fHwMCAVatWceXKFby9vTEzMxP5QVAQPqlQKETO3KFDh+jVqxf169eX9W/16tXY2trSunVrmWBFbm4uS5YswdDQUCgvTpkyBYVCIfJf8vLymDlzJpGRkQQEBPyj6m7/DmzcuBFLS0tWrlzJihUrqFSpEjVq1ODKlSuy46S5HBcXR926df8RsrhmzRohoNGrVy9atGgBwLZt21AoFLKFDICdO3fi7u4uvgtF4cuCvcoCJPPnz2fKlCkiXHTXrl0UL15cRpZevnzJqlWrWLFiBbm5uezZs4cpU6YUku8fO3YsCoVCRZZU+K+FiiipoIIK/3ZIP6AdO3akY8eOwthITk7Gx8eH5ORk2Q+5Mvr06UNCQoJYqR8zZgyhoaH07t37P4ocJSQkkJSUJP7esWMH0dHRRZIlb29vmWcJCnINXFxc2LZtGwBHjhyhTJkyzJkzR3af33//nWvXrgmDVdlwy8rKYunSpbi4uBAXFyfLjZFEAY4ePSoK+x4/fpzdu3cTFBREtWrVZApxP//8M05OTvz666+MGTOGihUrCm9D06ZNKV++vAjPevz4MWlpaaJmkXQ/KCBL3bp1w8fHR5YrpIytW7fi6ekp+v6tFfsv9124cAFPT0+gwFtlYmJC27Ztxf7Lly8DBR63H6lz9TVcuHCBGjVqYGNjI1NIk4zJSpUq0b59+z917WPHjuHj4yMKJW/atAldXV1cXV3R0dFhz549zJ49m4iICPbv3y/mwIQJE1AoFFSoUKGQsMiaNWtwcnKiQYMGXLx4UbwzvXv3FgqH69atQ1NTU+SbvXv3jufPn/PgwQPWrVtX5Fz7b8OX34qjR4/KCsU+efIEY2NjAgMDZR486bypU6dSp06dv/2b8+nTJ5o3b45CoaBRo0aULVtW5gEcMGAAJUuWZPr06Vy5coVHjx6J2mp/5NmSCvbWrl1bLCSkpKRQqVIl5s6dKxOA2L59O8WLF6d9+/YkJSXRuHFj2UJM586dUSgUuLq6FiqDMHbsWDQ0NPj5559VZEmF/zqoiJIKKqjwH4P69esTGxsrDK8GDRqwZMmSbybut23bFg8PD/EDHB8fL2rjfO2cfzXev3/P8OHD0dPTkynjfY0spaSkUK1aNbp27SqOvXr1Kvb29kDBarempqYI73r79i3Lly8Xhos0Xvv27aNfv34kJSWxbNkycnNzycvLY8mSJXh5eRUiSwBLlizB1tZWtv38+fOEhYVhZ2cnPApQQN4+fPhARESEaMv27dtleUlZWVlCznvGjBkyY7oosqScK6QcphYdHU3dunWLHN+invHjx4/Jyspi//79WFtbc+fOHczNzYVAARQYw23atBFesR/Bl/eU/s7NzeXy5cs4Ozvj4uIilBihgEicPn36T3tdLly4IIz33bt3U7FiRaZNm8bHjx9xdnbGwsKC+fPni/48evRIjPeCBQsoX7483bt3LxSStWTJEnx8fHj8+LHwNPbp04eBAweyadMm2VzLz89n6dKlohaPhP9mT5IyoZgyZQqdOnXC0dGRXr16yY57+vQpJiYm1KxZs1Ch1V69emFmZiZ73n9Xu3JzczE1NaVEiRJisUJ617Oyshg1ahRaWloYGRlhbW2Np6en2P9H3z/lgr3Tpk3D0NCQkydPyo6R8uC2b99OyZIlCQsLE2IOktofwODBg1FTUyvk4QLE90958UAFFf4boCJKKqigwn8E8vPzGTFiBF5eXgQHB1OtWjXs7OyEAfa1H/wVK1bg5eWFg4MDnp6e2NraCgPuP0lZ6dWrV0yaNIly5crRu3dvsb0osvT8+XPat28vU9F7+fIl1tbWdOnSBR0dHVnOzvnz5wkMDOTo0aNi29q1aylTpgzh4eHUqVMHNTU1WrRowa1bt8jLy2PhwoX4+flRu3ZtmTLfli1bMDU1FQns0v2PHj1KmTJlsLGxEUYzFBhstWrV4vLly+zcuRNNTU3Rts+fPxMWFoaFhYU4XlkpT/n6Elny9fWVqRRKz71NmzY0a9bsq4nhd+7coVu3bqLvfn5+QtQjICAAhUJB69atZeekpaUREBDww54k5bk4f/58unfvTps2bWTjf+XKFZycnHB1dZUp3kn4I2Lxtfku9alu3br06NEDKDCWo6OjKV++PMHBwUBBjlmNGjWYN2+eOHfKlCkYGxvTu3dvkYu2fft2bt26xdu3b0lLSxNez6lTp6Kvr0/ZsmVlz/v169eEhITICP9/M5S/ESNHjkRDQ4NmzZqhq6uLlZUVO3bskB3/7NkzihcvLvMOP336lHbt2nHmzJl/pI2S2mBoaCilS5cWIi35+fmi/ZcvX2b//v3s3Lnzhz18UsHeFi1aiMWZjIwMlixZQmBgID4+PuLbtHbtWgICAsjLy2PXrl1ERkbKQmK7d++OhoYGq1atKrIfKqjw3wYVUVJBBRX+Y/Dx40chS6wcgvctozIrK4v09HTS0tJIS0v7rnP+XXj16hUTJ06kXLlyMmlsiSx5eXlx4sQJoCBH5/PnzzJjSMr1kRSmoICMREZGEhkZKYxrqd6NsoF74MABKlWqRKtWrYCCcZs2bRrBwcGiBhPAmTNnKF++PGPGjJEZWjdu3MDX15cmTZoUWnEODg7GyckJHR0dmWH+8OFDqlSpgq2tLVBgiE6aNKnQuCiTpR49emBhYcGiRYuAAsLw66+/oqen99WClHl5ecyaNQsrKytCQ0NRKBQyGfktW7bg5eVFUFAQt27dYv/+/UJk4tKlS0Ve83uQlpaGiYkJjRs3JiEhATU1NZYvXy72X7lyBVdXV4yMjL4pE19UfyQcOXKEY8eOcfPmTbHtxYsX2NnZCUKalZVFw4YNuXTpkhjLW7duUbNmTerUqcPixYvFuZMnT8bY2Jh+/fpx9epVnJycsLKyolWrVmhra8vGo2XLlmhoaLBr1y5u3LhBRkYGoaGheHh4/FeH2RWF06dPk5iYKHKBnj17JiSylQUsoOA9/vL78lcKsH4Ls2fPJioqiqysLD59+kTLli1lZEmCcpgcfL/MvDKSk5Nxc3NjyJAhVK9enejoaDp16kRUVBSmpqaFCP/ly5dRKBTExcXJ5me3bt3Q0NBgzZo1P9hbFVT4z4OKKKmgggr/EfjaCvq3DLI/c86/EkXlVf3+++9MnDgRXV1dGVmaPn06MTExwpvzyy+/EB8fj7+/P1OnTuXOnTs8ffqU+vXrY2FhQZcuXejbty+WlpZUqVJFFmpz+/ZtLCwsRI6QZDTt378fNTU1kVeSnZ3N5cuX2bRpEzt37hTjNnbsWNTU1Bg/frxQ2JozZw5xcXHcuXOHS5cucffuXZEsfuXKFezs7HB3dwcKyFtmZibh4eHY2Njg5+eHj48PZcqUkZEyZUhj9PjxYyZOnFjI0Pue1egOHTqgUCioWbOmbPvnz59Zs2YN1apVQ0tLCzs7O6pVqybL9fhRzJ8/n8qVK4uV9u3bt6NQKChZsmQhb19CQsJ3E3fluZKcnIyxsTGamprUqlWL6dOni31169bF2NiYn3/+GT8/P9zc3Ap5X+/cuSMS9pXJ0tSpUylVqhRDhgwhJyeHcuXKUaZMGaE8Kc2D7OxsYmJiMDExQUtLCx8fH6pXr/7/nXCDVFvI3t6eGzduiO13794VZEnKC1PGP93/vLw8pk6diqenp/B6Pnv2jFatWlG2bFl27tzJ+/fvqV+/vhBR+B4vuvJ3UznE9tChQ7Rt2xZzc3NGjRolwguXL19OaGhokWT/ypUraGlpER0dLSNLPXv2RKFQsGHDhj/XeRVU+A+BiiipoIIK//X4Twqxk/BlLZZr164JA/Pjx49MmDABHR0d+vTpw9ChQ1EoFAwePJjU1FR+/vlndHR0GDBgAPHx8Xh4eBAUFMT169d58uQJEyZMwNnZmbp162Jubi6SyyUD99q1a5QqVUoYKdnZ2aI9Pj4+QpHt4sWLGBoaYmpqSuXKlQkMDBS5XqNGjUJbW5sKFSpgbW2Nuro6q1atIjU1VUgmN2nShF27dgEFxpSurq6QMffz88PV1ZXs7Gy8vLzQ0NAgISHhm7kTX27Lzc0tssDql8jNzSU3N5chQ4bQsmVLPDw8ZF43ZZw9e5YHDx78pTCg9+/fM2rUKCGksWnTJlFct1+/fmhoaMg8Wsrt/BqUpbwBjh8/jrOzMydOnGDv3r106NABd3d3IaWemZlJ/fr1CQgIoF69el8dV2V1M2WyNGvWLH777TceP36MkZERNjY2soKzym05duwYW7Zs4cyZM/9Sqf1/FaTaQlpaWoU8nvfu3cPLywsXF5d/LLROQlFz/Pnz51SsWJGBAwfKtkmLAi4uLlhbW393rSLle4waNYrY2FjCw8M5ePCgmJ/K70Z+fj5hYWHUr1+f/Px8rly5woYNG9i4caMIubt06RLa2trExMTIyFKfPn0K1aBSQYX/NqiIkgoqqPC342uenm8lFn9t33/bqrVyqBxAv379sLGxwcDAABMTEyZOnMjvv/9OdnY2EyZMoFy5cvTt25fw8HCMjIzYuXMnCQkJbN26VVxjy5YtxMTEEBkZKVaWv8zDOnjwIOvWrRMCCB06dKBKlSqFwuSqVavGuHHjyMnJoUOHDgwYMICHDx+yefNm3NzcsLW1FWFEc+bMwczMDDs7O+bOncvhw4epUqUKe/bsYfr06cTFxeHj4yPyOO7fvy+I35w5c/j48SMPHz7EwcGBDh064OfnR8+ePYUh9leFNooyLD9+/MikSZNwdnYulJN0+/btPxUiVdR9rly5wp07d7h9+zZ2dnZCQOTYsWMoFAoUCgXr1q37rut/qQS2evVqEhISSEtLE9vu3r1Ljx49cHV1Zdy4cWK7VGMMvk5eJLJUp04dWT0rZbGAz58/4+7ujoODgyBLEpQT9uE/QyDl78b9+/eJjo4mMDBQFj4JBeOXmJj4b+v3tGnT8PX1LSSPv2XLFhYvXvzdOUnK7R83bhza2tr0798fd3d3rKysmDBhApmZmUBB6O+2bdsIDg7G2dmZ7Oxs1qxZg6mpKW5ubtSoUQM9PT0Rlnj16lW0tbWJi4srNH9UUOG/GSqipIIKKvytUP4xPnXqFNu3b+fkyZMixKMocYa8vDzx9969e1mxYgVr1qwRClLSvq8pjf2n4OHDh7K/R48eTfny5Vm/fj2nTp0iJSUFW1tbevfuzevXr3n79q2Qbp45cyZ16tRBT08PMzMzDh06JLvW6tWrsbCw4Pjx46K4pLLKXZ06df5fe3ceUGP2/wH8fVsklERI2Ze02Iks2RNJyZ41uwwaIvsyGMvY973sISRb9mYwjLGMfRs72ZdKe/e+f3/0u8+3K2YxqPi8/qF773M7z723Ou/nnPM5LFu2LENDQ6lWq3n16lW2bt2a1tbWXL9+PXfv3s3hw4czT548PHz4MN3d3dm5c2ed6l2nT59WNjLVBoqdO3fS1dWVnp6e9PPz4/Tp05XH//rrr2zfvj2rVaumlP1+36iQ1ujRo5Vy79qw9LGjgdrjDhw4wAEDBnDgwIHK5rtRUVGcN28eK1asSB8fHyYmJnLs2LF0dnZOV7r4n34fMrVwyLx583TuP3z4MCtVqsTbt2+TTJ1q5+fnx7Vr1/6jUZcePXpw8ODBJFNfu8jISLq7u9Pc3JwdOnTQeaw2LFWpUoVjxoz5YDvf586dO6xVqxZbtGjBqKgohoSEcNq0ady3b5/yXrx48YKVK1dm+fLleenSJcbGxrJdu3ZKYMuMI7ef0rt7C73P575wM2nSJLZr146bNm1Sbjt37hyLFCmiBO/3teHftOvKlSvs2bOnztqrfv36sVy5cpw5cyajoqJ47do1+vr6snPnzkxOTuZvv/1GMzMzZVrp8ePHqVKpOGrUKOV7X758mSqVih06dPjHI1xCZHYSlIQQn0VAQABtbW1ZtGhRNmjQgE5OTjpXv7XSTmcZOnQoS5cuzfLly7N+/fosVKiQskYmrcOHD3/Wtn8Me3t7Nm/enGRqp+Xt27ds0KABf/zxR53HzZw5k9bW1ty+fTvJ1DUHGzduVDrV7du3p0ql4qxZs9KNNBQpUoSTJk3S2TT0yJEjPHPmDGNjY+ni4sKqVasyLCyMZOpmqwMHDmTu3Llpa2vLSpUq8ezZs9y3bx9LlizJHDlyKIvAtSNhp0+fZpUqVWhtba18/wMHDrBJkybMmzevzkatZGpY6tChA52cnHQ6l+Hh4Vy8eDF37tyZbt+X6tWr09/f/z+HpV27dtHY2FgpMKCvr690MKOiorhkyRKWKlWKRYoUeW/Z47+TNvRdunSJlSpVYtWqVXXKH4eFhVGlUjE8PJw3b95k8+bN2bZtW+X+vwpLycnJDA0NVTqV2n/PnTtHb29vWltbMygoSOeYe/fusXv37uzWrdu/et00Gg3v3r3L+/fvc/jw4TQxMWHlypWVCm7awPzy5UtWq1aNZmZmSmj+ljq92r2FGjVqpOwt9Dm9e2Fh9+7dbNy4McuXL8/KlStzy5YtTEhI4KRJk2hnZ/evg/67Nm3axEKFCrFkyZJK4RgtX19fli9fnnPnzmVCQgJfvnyptG/lypVs164dydTAXrhwYZ3Kf48fPyZJXr16ldeuXftPbRQiM5GgJIT45ObNm0cLCwulmMCYMWOoUqm4d+9encctXryYFStW5LVr17h06VJaWFgoowKLFi2iSqVSAoVWcHAwCxcu/N7F1RllxowZtLe3V77WLnquVq2aEpTShp6WLVvS2dlZ5zmSkpKUTrW7uzvz5s3LsLAw5bbXr1/T1taWs2bNYrFixThjxgyGh4dTpVJx165dJKmEsypVqjAsLEzp5Ny9e5fPnz9XgmpcXBx3797NIkWKpGuHRqPh/v37aW9vz59//plBQUGMiYnh/v37WatWLdrY2PDYsWM6x5w4cYJNmjRRNnL19/dnwYIFWb58eRYpUoQODg461fDGjh1LJycn9uzZ86P3nYmKiuKsWbOUqWSvX79mQEAADQ0NuX79euU8r169yg0bNqTbO+jf8Pf3Z6tWrVizZk2am5vTxsZGZ/PdHj16UKVSsUSJEqxQocI/Chbvhpzly5ezQYMGysjrH3/8QW9vb9auXTvdeqcnT558cAPm90k72nDmzBk2adKEJ06cIJk6Ulm2bFl2795dJ9DOnj1bZ9+rr2lN0t9Ju7fQ55Q2JC1dupRr1qxRqtvduHGDXbt2pZOTE4sXL85u3bqxdOnSPHDgQLpj/60OHTowW7Zs/Omnn9JNqxwwYADz5cuns1+aRqPhTz/9RDc3N968eZOFCxdm7969lTbs3buXAQEB770QJkRWJ0FJCPHJaDQaJiYmsmvXrsqi6J07dzJXrlzKwvfY2FglNBw/fpxFixbl+vXr6efnp2w2un37dmVxPEnGxMQof9AvXrzIevXqccGCBV/69D5o6dKlLFy4MF+/fs2xY8cqV1o7duxIGxsb5XHaDvTIkSPp4eGh8xzvdnhdXV1pYmLCnj17ctasWWzRogXt7Oz4+PFjzpkzhyYmJsyePTu3bt1K8n/libVhqWrVqgwNDVVet2fPnvHKlSs8ffq00o7w8HCWKlWKjRs3Vr5vREQE8+bNy4sXL9LPz4/58uVTRvX27t1LFxcXNmvWTAnBWpcuXaJarWZwcDAtLCx47NgxpqSk8Ny5cxw8eDCtrKx0RmIGDx6ss0/Uv3H+/HkaGRmxQoUKSqU27esbEBBAAwMDnY7efxEYGEgzMzOeOXOGr1694uPHj+ni4kInJyed0Z7Dhw/zyJEjH7VehEytolepUiW2bt1aCUtnzpxRwtL7NvH8u86yttCG1sKFC9m+fXu2bdtWJ8xpw1KPHj3eW7Agq60T/BS0ewt9CUOHDmX+/Pm5ZMkSRkZG6tx37do1Llq0iLa2tlSpVPTy8vrHz/tX7ffy8qK9vT03bNiQbt3ezJkzmZKSwhMnTigbHO/Zs4eOjo4sUKCAUihF+7P73XffsWvXroyJifnHbRMiq5CgJIT4T973x9jd3Z1BQUHctWsXc+XKpeznk5KSolw51XYkFy1axDFjxrBDhw4cN25cumPUajUXLVrEWbNmKZ274OBgpRxuRtNoNDx16hTd3NxYunRp5syZU9nM886dOyxbtizr1KmjBES1Ws26devqVGXTdjg2bdrEIUOGKLe3atVK2adk+vTpymt26NAhqlQqGhkZcfbs2crjtQH07du3dHFxYcmSJblr1y5euHCBZcqUoaOjI3Pnzs127dopI3W7du2ijY0NXV1dSabuydO0aVPmy5ePJiYmvHjxos757ty5k02aNGHTpk2VUYm0xowZwyZNmujcdvv2bfbo0YNubm46V53/SUW793ny5Al9fHyoUqmUAJG2GtvIkSOpUqmUEPlfjBo1irVr19ZZR/fw4UNWr16dJUuW1AlLaYsj/JWff/5ZqQ42aNAg5b0NCgqio6MjW7ZsqROWOnXqRBsbm3Sbn/4Vf39/9uzZM12VMyMjI5YsWTLdgvuQkBA6ODjQy8srXdGAb9nnDkvr1q2jpaUlz5w5o3P7u5+hyMhIrlu3jmXKlEm3r9P7pG338ePHGRoaykuXLun8/LVo0YLlypV7b1hKTk5m165dWbduXeW2du3a0dDQkFu2bOGbN2/4/PlzDh8+nBYWFkrlTSG+NhKUhBCfRHBwMI8dO0aNRsO+ffuyYsWKNDMz09n75fHjx2zSpAnnzZtHjUbD1atXK9OKZsyYwcqVK9PExIQLFy5Ujnnx4gWbNm3KyZMnZ+rF5O7u7jQwMGDNmjX56NEjkqkjHBEREXRwcKClpSVr1arFKlWq0M7OjklJSToV8kJCQmhsbJyuWEDt2rXZpk0b5euUlBRGRkZy7969nDNnDk1NTXXWQWnDWGxsLFu3bs2jR4+yUKFCHDJkCNVqNY8cOUJDQ0MOHz6cZGow2rNnDwsVKsT69euTTA0HKpWKBQsWVNYbpH3td+7cyWbNmrFatWrpgtSsWbPo4ODAJ0+e6Ny+fv165sqVSwmRWv/kPX3fY169esVOnToxR44cPH78uM7jkpKSOGHCBF65cuVvn/vvvucPP/zAqlWrKh1JbVg/fPgwc+TIwYYNGzI4OPgfP2dUVBRz5MhBFxcX+vj40MzMjOfPnyeZ+l4EBgamC0snT57k+PHj/9XIzsOHD5W2pt1EduXKlcyfPz/9/f3TvRdr166lt7d3piuS8jUbPXo0PT09mZycnG465bvvw+PHj1mhQoW/HU1P+/MyfPhwWltbs3Tp0ixUqBAHDx6sU8DF09OTFStW5IoVK5SKmVpXr15lzpw5ddZqaYvGmJub09nZmUWLFv3gRtBCfA0kKAkh/hONRsNnz54xf/78nDRpEsnUq58lS5akjY0N79y5w5iYGD5+/JhNmzalk5MTU1JS+OrVKzo6OrJ///4kU6eGVa9enYULF+aRI0f4+vVr3rp1i02bNmW1atXSlcPOLJKTk/nmzRu2adOGM2bMYJMmTdikSRMlYKjVasbExHDq1Kn84YcfOH36dMbGxjIuLk45p+vXr7N06dI6oTLt1C1tBzkyMlIJYWTqazZlyhSamppy2rRpyjqc1atXK2u9Vq1apWzAmpycTGdnZ7q4uCjTZKKioqhWq7lz505GRESQJB88eMAzZ87Qzc2NVlZWynSstB313bt3c+DAgek6c+Hh4SxSpAgXLlyolBomUysgVqhQQWdDz39C+36fOHGCS5Ys4Q8//KC0MyEhgd7e3syZM2e6sPSpXLhwgfr6+hw/frzO7eHh4WzVqhUbNGjARo0apetk/pXo6GjmypWLRkZGSuENLW1Yql69Olu3bp1uOtO/nQYXHBzMSpUq6Yx8zZs3j1ZWVhw+fHi6sKQlYenz0n5OPT092ahRI+X2tCOjv/76q7IdgJarq6sytffvPutTpkxhoUKFlJ+XQYMGMXfu3OzWrZtOuKlduzY7deqkc6y2HX5+fmzVqpXOhY+IiAguX76cBw4c+OAG0kJ8LSQoCSE+iYULF9LKykq5WnnhwgVaWlrS3t6exYoVU0ZTtFe5U1JSuG3bNhobGyvFAZ4+fcry5cvTwcGBuXPnppOTE52cnHSOyQzeXQCdVnBwMBs2bJguLGlNnz6dXl5eLFOmDBctWsSbN28yLi5OZyG9VtrjQkJCWLx4cZYqVYqVK1fmpUuXSKZWKZsyZQpz5MhBCwsLNm7cmIaGhsr0qcWLF7Nr164kySpVqtDFxYXR0dEkyaNHj3LRokXK6xsdHa1UryJTO+2NGzfWeV+3b9/OCRMmMCYm5oNXvgMCApg3b17++OOPPHbsGG/dukUXFxfWrVv3ozrgISEhzJ07N9u3b8+aNWuySpUq7Nu3L8nUsNipUyeamZkpHcJPLTAwkIaGhhw6dChPnz7NW7du0c3NjZMnT+aVK1eoUqmURfYfkrYDfPPmTRYoUICmpqZs3rx5uiphiYmJDAoKYpEiRThixAiSHx8Ab968ySZNmrBRo0Y6G87OmzeP1tbWHDlyJG/duvVRzy3+uQ+9fxs3bqSFhUW6NXUPHz6kl5cXjxw5oty2b98+WltbpxvF1Ur7s/Xo0SN6eHgohU3CwsKYO3dudu7cmdbW1uzUqZPO7xy1Ws2IiAiuXbtW53m2bt3KvHnz8ujRo//2lIX4KkhQEkL8K+8uUteGl+vXr9PZ2VlnWsjr16+5fv16zp49m2FhYcpjtWtpoqKi6OnpSX9/fyV8REdH8+jRo1y9erVSEOB93zejrFmzhuPGjUtXujttiNu0aRMbNmzIpk2bKoFFrVZzxIgRtLCw4IwZMzh58mQWL16cXbp00ZkKk7ZDpf3/pUuXaGlpyWnTpilBrGDBgkowePPmDWfMmEETExPmzp2bY8eOVZ5j8+bNzJEjB8uWLUsPDw+dUZ6RI0eybdu2fPnyJX/44QfWr1+fefPmZY8ePZS1P8nJyXRxcWH+/PnZvn17Zs+enfnz51eq1aVtb9oO1rhx41ilShVmz56d5cqVo6OjoxLI/k1YunLlCosUKaLs33LlyhUaGxsrUwe15+/u7k4rK6u/DLH/RUhICPPnz09ra2taWVmxUqVKjI+P5927d1m6dGll+tz7pD3fkydPKp+VJ0+eMG/evGzSpAmvX7+erjN98ODBT3JxIO3+QGnD0vz586mvr6+sBxSfR9r3/8GDBzoVGG/dusX27dvTycmJq1atYmJiIq9du0Z3d3c6OjrqvP8vXrz44AhO2s/OyZMn+eLFCx48eJCvXr3iqVOnaG1tzfnz55MkhwwZQnNzc7Zs2VJZW5SYmMhBgwYpBSN++ukn5fl69erFmjVrSrEG8U2SoCSE+Ee2bNmiE1aCg4OV6V1aAwYMYLFixZQO8bx583SmJC1evJh79+7VuW3KlCm0srJKN8UkrcwykrR06dL3ljnXSttZ2bx5M11cXFitWjXev3+fW7duZalSpZTX7OTJk0pJ6fbt2+uEpbROnjzJ7du3c+TIkTq3u7u7s0CBAvz55591Ot4eHh5s3LixzrqCPn360MDAQBm5i4+P54oVK2hmZsbw8HCOHTuW5ubmXLx4MWfNmkU3NzdWrlxZp1CEt7c3q1evziJFirBatWqcNm2aMjKV9rzTvld3797liRMneOLECZ0RlX9j3759rFSpEsnUDn/RokXZu3dv5X7tVfFXr17pTEv8HB4+fMgTJ07wl19+Uc5n+PDhLFu2rM5IXFppO8kjR45ktWrVGBQUpATNW7du0dzcnG5ubrx06RI1Gg2bN2+udGrJT/P5TxuW0pYb37JlS6b5+foapX3/J0yYQAcHBxYrVox2dnbKPkbnz59n//79aWpqyvz587NMmTKsUaOGzkj6X40opv0egwcPZtGiRfno0SNljduIESPYunVr5ffuhAkT6OTkRF9f33QXLa5cucJ+/fqxbNmyLFu2LFetWsW5c+eyRYsWMqokvkkSlIQQf2vixIns1KmT8kf1xo0bdHZ2pp6eHgMCApQKatHR0XR0dOSECRO4YsUKduzYUemEPXv2jB4eHlSpVOzatavOVex69erRx8fni5/Xv7FmzRoaGhpy9+7df/m4tB2aoKAgZR3PoUOHlKu0YWFhNDMz4+rVq7llyxZmy5aNnTp1UtbZaCUnJ7Nq1arKVd53O7Tu7u60trZmeHi4ssntkiVLWKJECZYvX14ZPdBuhGpgYMB69eqxUaNGzJs3L4ODg3nv3j1WqVKF27ZtU573zz//5NChQ1m1alUeOXKEP/zwA8PDw/nkyRMmJSWxb9++rFq1KqdNm6Z0xj40spTWx0y7279/P5s1a8Y7d+7Q2tqavXv3Vl6H48ePc+jQoRmyTuLSpUvs3Lkz8+bN+95pk+8aNWoU8+XLx0OHDqUbjdNOxatQoQIdHByUYh+fWtrNVLUjdFoSlj6vsWPH0tLSksHBwYyMjGSVKlVoa2vLHTt2kEydznvjxg0GBwczIiLio0bSX758yV69eqXbY+67776ji4sLHz58SDK1NPimTZs+OHU2Pj6ez58/Z48ePeji4kIrKyuqVCoOHDjwo89fiKxKgpIQ4m+lLTxw5swZ5Q/shg0blDLUnp6ePHz4MHv06MHOnTszOjpa+WN/8OBB5Wrmvn372KdPHxYoUIDOzs5cvXo1x44dy9atW/PevXsZc4J/IzAwkCqVSme/ob/qWL7vvmfPnvHZs2d8+fIla9WqxenTp5NM7aSUKVOG+fPn58SJE997XNOmTVmoUCFlbULaUOLs7EwbGxv+/vvvNDU1Zb9+/dixY0cWLlyY5cuX5+rVq5XHurq6snjx4pw7dy5/++03kqmjUIUKFdLZQJVMHekoU6YMhw4dymrVqtHV1VVZL6ENS9qRpfeFpU/lzp07zJEjx3s7agMHDqSLi8sX3+gyOTmZZ8+e5ZAhQ5S1Yn/l0qVLtLOz488//0wytUN74cIFTp8+XXlN7969y8mTJ3PatGmfdZPXL7WZqvif3377jY6Ojso6tvDwcObOnZsODg40MzPjjh07lJ+htP4uvKYNOCtWrKCxsbGygXdaK1euZMmSJVmjRg06ODiwbNmy/7g4zvnz57lgwQKWKlXqg6PeQnzNJCgJIf5S2mlyu3btYvHixTlnzhxljc7Dhw958uRJOjo6skmTJixSpAgBKCMvx48fZ/HixTlw4EDGxsaSTB15unfvHlu1akVXV1elI5x2SlBmsWzZMurp6bFnz54sVKiQTmf9fR0Z7eul0Wj48OHDdBtI3rlzh6VKlVJG4R49esTu3btz/fr1yvNFRUUxOjpamdr2+vVr5Qq0dv+btHsQ3bhxg02aNNHZm+np06d0c3NjpUqVuHbtWiYlJXHWrFmsWrUqO3bsqHSUIiMj6ejoyICAACYmJup0nNzd3dmzZ0/u2bOHzZo1Y5MmTZSOfXJy8hcLS6GhocyZMycDAgJ448YNXrx4kf7+/jQzM/vgwvYv4Z+O+ty7d48lS5bk+vXrefbsWfbq1Yu2tra0s7PTKQSR9rX7nGvyvuRmqoK8fPmyMoJ36NAh5s+fX9lMu2LFirS3t2dwcPC/es/TflaSkpJ46dIlNmrUiEZGRsqeTGmfLygoiOPHj+eIESOU2/8qiL37c/zumkwhvhUSlIQQ/8jly5eZkJDATp06sVatWpwzZ45OiEpJSWFoaCj79evHcuXKMTk5mcePH6dGo+HYsWNZq1Yt+vn56Sy2T0lJ4fnz5zlmzBjWrl070xRs0Jo9ezZVKhX37NlDklyyZAnz5cv33rA0ZcoUnWNHjRrFEiVKsEyZMmzdurVOYQYHBwcOHjyYISEhbNasGRs3bqx0XLdv3043NzeWKVOGHTp0UNaqaMup29raKgUi0nZm6tWrR39/f502PX78mKVKlWL58uW5ePFiJiQkcPny5axTpw47dOigvN5LliyhSqXiwoULlcDz9u1bVq1aVSn5vmfPHrq6umZIWEpJSWFgYCBNTU1pbW1NW1tbVqhQIVPu3/K+APLy5Ut6e3vT1taW2bJlY//+/bl9+3bGxcWxVq1a7x1J/BIkLH16H3pNHz9+TI1Gw5YtW/L777+nRqNhYmIiPTw8mDt3bmXD53/i8OHDSrGV3r17c8CAAVSr1bx8+TIdHR1pY2PDly9fkvxwmP+3v2sz27YMQnwpEpSEEO+1ZcsWpePt5+fHWrVqkSRjYmLYpUsX1qhRg/PmzdP5Q7x161Z6e3tTo9HQz8+PJUuWZHx8POPi4jhu3DhWr16d33//fbpd4NPKTGEpIiJCp2zvmzdvuHTp0nRh6fz581SpVPT09CSZWvXO0tKSa9as4bx581i8eHE6OTkpU8Tmzp1Le3t7lipVis7OzsprGBYWxuzZs/Onn35iWFgY+/fvT5VKpRRhePHiBZ2cnFiwYEH++eefJFM7MAkJCWzRogXbtWtHMrWzpg1L/v7+NDU1Zf369Xn//n2Gh4dzwIABzJ49O7t376587ylTplBfX5+enp7s3Lkz69atS3t7e50ryWFhYe8NS/369WP16tU5evTov3xv/6sHDx7w6NGjPHfuHJ8/f/7Zvs/HSttJ3rt3LxcvXswNGzbw3r17TEhI4M8//8xff/1VeUxycjKrV6+ebr2QyJrSvv+//PILT58+rVzUIFN/f1SuXJmzZs1SHt+pUyfevXv3H4VWjUbD6OhoNm7cmHXr1qW7uztNTU11NhS+cuUKK1euTDs7O+X3TWb6nSpEViNBSQiRjlqtVtbl1KpViyYmJjp/jNOGpfnz5yud40OHDlFfX58VK1akqampTsnktGFp8ODByjFp58pn1quWadsVFRWVLixpNBoePHiQlpaWbN26NdeuXauzwefVq1dZtmxZVqtWTVnIf+fOHd67d0/pIL1584atWrXitGnTSJLPnz+nlZUVv/vuO522vHjxgg0aNFCCktYvv/xCPT09/vjjjzq3jxo1ipMnT+a5c+f4/fffs1KlSvTx8WGlSpWYP39+dujQQQlLISEhHDBgAL28vDhkyBAmJyfzxYsXOpuSHjhwQNlUN21Yat++PXv06JFp38MvaejQoSxWrBhr165NV1dXFihQgAcPHlTuj4uL4/Xr19msWTNWqlRJOrJfmaFDhzJ//vw0NzdngwYNdH4XNGvWjMWKFeOYMWNYq1YtOjg4KBc1/ukI38uXL2ljY0OVSsWpU6emu//KlSusUqUKy5UrxxcvXnyakxLiGyVBSQihaNOmjc7mk3Xr1qVKpdJZ+6LtVMfExLBr167MkycP+/Tpo3T23NzcqFKp6OHhoRyj7TzHxcVx/PjxrFmzJnv06KEzdS8r0YYlCwsL+vn5KbcfOXKE1tbWVKlUnDdvns4x165do62tLWvUqJGu86JWqxkbG8vy5ctzz549jIyMpJWVFXv16qU8ZtOmTUoBhg91qJYtW0Z9fX1269aNP/30E3/88Udmy5aNv//+Ow8ePEgLCwulsp5arebMmTNZoUIFent7K+9r2vdk4sSJdHR0ZPHixVmzZk1lCmJ4eDhdXV3p6uqq7OWUkpKitOtbDktr165lwYIFeeLECZKpexWpVCplZFKtVnPJkiV0c3NjnTp1Mt1myuLfS/t5P3/+PCtVqsQzZ85w9+7d9PX1ZdmyZZUptGq1mi1atGDDhg3ZqlWrj9pb7PXr12zWrBmdnZ3ZuHFjZRpe2rZcvXqV1tbW7Nix46c4RSG+WRKUhBAkU9ekdOvWTWeq1Y8//shx48YxW7ZsDAgIUG7XPiYmJoYlS5Zkt27dlD/QgYGBXLJkCU1MTNilSxdl3Yo2SMXFxTEgIIDdu3fP0h1qbVhSqVScM2cOydRzPHLkCEuWLMlGjRopj9We5/Xr15knTx6dfYCuX7/Op0+fMjk5me3atePEiRNZvHhx9urVSznu6dOn9PHx4erVq/+2Q3Xo0CHWqVOHFStWZOXKlbllyxaS5MaNG2lpaakzZS06OpqjR4+msbExe/XqpROSxo8fzwIFCjA4OJhPnjxhmTJlWL58eWV0ae/evXRzc2OVKlWUxePkt7fu5d0Sy8OHD2f//v1Jktu2bWOuXLmUhfsxMTF8/vw5Hzx4wG3btmW6zZTFv5f2865Wq3nq1Cmd34c3btygn58fbWxsuHDhQuWxaTdv/dj3//Hjx2zWrBnr16+vE5bI1N/R9+/flwAuxH8kQUkIkc78+fN1ps2tWrWKhoaGOmFJrVbzwoULykjC9OnTuX37dqWDcOjQIebKlYtdunTRKeCg3ePjQ3t4ZBVqtZqvX79maGgoExMTdTo7R44coYWFxXtH1e7du6d0Xm7dukUbGxv+8ssvJMmZM2dSpVKxQYMGOoF1xIgRLF26NO/cufOP2hYTE8PExES+ePFCmdL466+/smzZsty3b5/OY+/du0crKyuamppy9OjRJFM7YNWrV1f2Vjp06BBNTEy4dOlSnWO3bdvGwYMHZ9n38L9Ke97aqaQjRozg2LFjGRYWxly5cin7hWk0Gq5bt45Tp07V+axIR/brMGnSJDZo0IBNmzZlixYtdO7ThiU7Oztlaq3Wf71YpN1IuHHjxgwMDGRKSgrr1q2rs0G1fMaE+HgSlIQQOn+sExMTaWdnxyJFivDKlSskU694BgYG0sjIiH5+frx79y6bNWvGFi1aKJ1FZ2dnmpqacs+ePcrIxOHDh2lqasp27drx2LFjdHNzY40aNXRKW2dFads9depUtmrVitWqVeOyZct49epVkv8LS9oCD+/Sdl7q1KmjM/o0atQoGhoacsCAAfTz86OPjw9NTU3/0aampG7nXaPRKJ3yp0+fskqVKmzevLnO3j83btygp6cng4ODlWNv377NMmXKMCUlhXv37tXp8L99+5ZLly7VuSL+7vf9Fuzdu1eZphoQEEBfX1+S5IIFC5g3b17mzJlTZ1PlN2/e0MXFRacDK7KutJ/3mTNnMm/evPTz86OrqytVKpVSsEHr5s2b9PHxYfv27T/5773bt2/Ty8uLtra2LFGiBB0cHLLstGYhMhsJSkJ849L+wddWSYqOjma9evVYsmRJXr58mWRqWAoODmb27NlpY2PDihUrMikpiY8ePVKO9/LyYr58+bh7927lD/WJEyeYL18+Ojg40NHRUZmTn1VDUtrXa8KECcyTJw+HDh3KDh06sFSpUvTy8lLWpxw5coSWlpasU6dOuufRjhj9/PPPrFKlCnft2qXcN3/+fLZp04bOzs4cMGCA8h78Gz/99BPbtm3LVq1aKeuSrl27RisrK7q4uPCnn37i/v372bBhQ7Zs2VIZIUtJSaFGo2GVKlXYrl07mpqaKlPHyNRgVbt2bWW90rcoLi6O5cqVY+nSpdmtW7d0lce6du1KIyMj7t+/nzdv3uT169fZpEkTVqlSRabZfWVOnTrFRYsWKT8PkZGRHDduHE1MTJQpuVoPHjz4bOv4IiMjuXPnTq5YseKzblgsxLdGgpIQ37C0nf5Zs2ZxxIgRymjDmzdv6OzszBIlSuiMQNy9e5eHDx+mWq3m1KlT6ePjowQDkmzZsiXz5s3LXbt2KWHg1atXPH/+vPL9voY/4A8ePGCfPn10qpmFhobSxcWF3t7efPr0KdVqNcPDw9m8eXPl3N+dPvf06VNWr15dGZHQ0m7++k+nzbwb4CwsLNizZ0/Wr1+fenp6yhqGmzdvsl27dixbtixLly7NunXrKpvRfvfdd/zjjz9Ipn4eChYsyDZt2ijPGxcXRzc3N7q4uMh0HpJ58uRhjhw5uHPnTpL/+1wnJSWxRYsWtLa2pomJCatXr87atWtL4YavzKlTp6hSqWhsbMzQ0FDl9idPnnDChAnMnTt3uqIu5JcZfZXPmBCfhgQlIQSHDh3KfPnyccOGDXzw4IFye3R0NGvVqqUzsvTuMSEhIbx//77OfS1atFBGltKuTyKz5hStJUuW8OHDh8rXmzdvpkqloqWlpVIiWyskJITm5uZKhbq0V44vX75Me3t71q9fn7/99hufPXtGkty1axdNTU25f//+/9zWhw8fcsKECTx69CjJ/xXPMDAw4Nq1a0mmrqd58+YNb9++TY1Gw2HDhtHCwoLr16/n7du3SZL3799n7969WaJECbZs2ZK+vr50dnZmuXLlPqpS19ckJSWFkZGRtLS0pI2NDcuVK8fr16+T1H2/f/31V+7atYunT5/+qi4SfKve/bwnJydz0aJFzJUrF0eMGKFz35MnTzhx4kSqVCpu3rz5SzZTCPEJSVAS4hu3bt06WllZpdvz6ObNm8r/69Spw1y5cimd6G3btrFIkSI662bevn3LkydPKl97eHhQpVLpbLCZFZ07d44qlYr9+vXj48ePSaZ2kLp3706VSsVly5al2wOqdOnS6fYzIlOLJBw4cID16tVjxYoVWbduXe7bt4937txhly5dOGrUKKrV6o8OIDt27KBKpWLx4sWVoEamjnAEBATQ0NBQZwNdkty/fz+LFSumbGqb1r1797hhwwY2btxYad+3Oq3n3bVfZGpgSkhIYOXKlWlvb6+EJa2v4SKBSJX2vdu0aRMPHDjAhIQEJiYmct68edTT0+P06dN1jnn06BFXrVr1zf2sCPE1kaAkxDfup59+UooJ3Lhxg3PnzqWNjQ1LlSrFIUOGkEwthe3r66tM51i+fDkrVapEMnXdy5QpU1iqVCmam5uzffv2ynMPHz48S08B0XaIw8PDaWhoyD59+jAyMpJkavho164d8+TJwwMHDigdqZcvX7J06dJcvny5cvzDhw/55MkTnY7ztm3b2LdvX+bMmZM9e/akra0trayslFGmjxEZGcl+/fpRX19fmQqUdiRj5MiRVKlUOtMFly1bxvLlyysb4aY95kOy8nv6MdKG4JCQEE6bNo379u3jy5cvSaZuAly5cmWWL1+ely5dYmxsLNu1a6dUicyq6/FEqrTvX0BAAC0tLbl69Wql1H58fDznzJlDlUqVLixpSVgSImuSoCTENyTtH3zt/+fNm0cHBwd6e3vT3t6eHTp04JgxYzh79mzmy5ePFy9e1HmOlJQU7tixg7a2tmzUqBGLFy/Ozp07c8aMGQwNDaWenp6yCalWVu4kaENDeHg49fT0dMJSSkoKW7VqRRMTE/bv358zZ85k8+bN6eDgoJzz1q1baW9vTysrK3bq1Ik7duzQef69e/fS39+fRYoUoUql+sclwD8UZt68eUNvb2/myJFDKeKgfa+TkpK4ePFiJicnK7fNnTuX9vb2SlBKW5Fwy5YtPHv27D99qb5KaX9mhg8fThMTE1auXJn6+vr09fVV1nS9fPmS1apVo5mZGcuXL08bGxtliqL4OkyfPp0FCxbkyZMn0+2fRKau6zM0NOSYMWMyqolCiE9MgpIQ34i0f9gTExOVjnF0dDQnT55MT09PLl++nH/++SfJ1PUV1apV471790imdsCfPn2qHL9hwwb26NGD69atU9Y1Xb16ldWqVfuoKm2Zmfa127t373vDUufOnalSqdihQwcuWLBACUmXL19mwYIFOXfuXM6ePZuenp50dHRMN/0tKSmJT548+aiQFBgYyICAAH733XfKvkfx8fHs2LEjc+bMmS4saWnbeP78eapUqnRTBWNiYujh4aFT4vpbk3bk7MyZM2zSpIlSuGTLli0sW7Ysu3fvrjMFdfbs2UoYJbP2RQLxPwkJCXR3d+fEiRNJpha12b17N728vOjr66tMVZ40aRJr164to4hCfCVUJAkhxFdNo9FAT08PADB16lQcPXoUly9fhqenJ9q1awcnJyflsSQRFxeH9u3bIzk5GXv27MGkSZNw6NAhXLx4EU2bNkWLFi3Qrl075Ri1Wo2YmBh06dIF0dHROHz4sPL9sqK0r9e79u7di+bNm6NXr14YN24cLC0tkZSUhB49euDAgQMICQlB7dq1ce7cOYSFhSE+Ph5Tp04FAJw9exZz587FlStX4O/vr7yGKSkpMDAw+NftHDZsGNasWYOOHTviwYMHOHPmDDw9PTFz5kw8f/4cQ4YMQUhICEJCQtCsWbMPnuf8+fMxePBg+Pn5oWnTpsiWLRsmTpyIJ0+e4MyZMx/VtqzswIEDaNy4sfL1okWLcPToUWg0Gqxbtw6GhoYAgJCQEIwZMwa1atVCv379UKVKFZ3nUavV0NfX/6JtF58eScTHx6N169YoWLAgqlWrhr179yIhIQF6enqIj4+HhYUFNm7cCI1Gg2zZskGlUoEkVCpVRjdfCPFfZGhME0J8UaNGjWLevHk5depUTpw4kRUqVGCDBg2UamhxcXFcuXIlmzRpouyTNG7cOJqbm3P58uVctGgRPTw8WLlyZWWH+cTERK5atYqNGjVi5cqVs3xFtLTt3rBhA3/66SeOHz+ejx49UvaG2r17N/X09Ni3b1+lwENKSgpbt27NggULcvv27WzevDnz5s3Lzp076zz/mTNn2KVLF9aoUYOrV6/+6Hbu3btXp2jD5s2bmT17dq5Zs0Z5zKpVqwiANjY2fPv27V+e8+bNm2llZcVChQrR3t6ejRs3/ibLWfv7+7Nnz546IwLTpk2jkZERS5Ysma5gQ0hICB0cHOjl5cUbN2586eaKz+BDv7tWrlzJmjVrMl++fJwwYYIyujhy5Ei2a9dO57EyoiTE10GCkhDfiOvXr9PW1pZ79+5Vbrt06RK9vb3ZuHFjXr16lW/fvuX48eP5/fffMzk5mQ8fPmTVqlV1ytvevXuXI0aMYNWqVXn48GHGx8dz0aJFHD9+/Fc13SggIID58+dnixYtWKJECTo6OnLr1q1KQYY9e/YwW7ZsbNeuHV+8eEEydQqdi4sLS5YsqeypZGVlpVM8gSTPnj3Lli1bsn79+oyOjv6o9q1cuZLOzs4kU6eBmZiYKNPkYmJilPLgI0aMoKGhIRcsWPCXYYlMLWl8/fp1Xr169ZstZ/3w4UMlIKbdRHblypXMnz8//f39effuXZ1j1q5dS29v7yx7cUD8T9r3MDw8nMHBwTpTZR88eKCzyTZJurq6slevXl+sjUKIL0eCkhDfiPv379PKyophYWEk/3fF88qVK8ybNy8DAwNJUmcB+tOnT1m4cGEuXbpU57kePHhAW1tbTp06laRuZ/prGH2YP38+CxcurBQy2LNnD1UqFatUqcLNmzczPj6eZGqhhtq1ayvnnJyczOTkZGXN1uHDh+nq6koXFxceOnRI53ucP38+XYfr31i9ejU7duzIPXv2MFeuXDpribZv305/f3+lKte4ceOor6//l2HpfVfAv+WOf3BwMCtVqsSgoCDltnnz5tHKyorDhw9PF5a0vuXXLKt7t3BHiRIlaGtrywoVKrBOnTrKBtpk6prNw4cPs2nTpjrFW2QkSYivS9ZdRCCE+CD+/9JDplmCqF0vcf36dQCp61NIwtbWFuXKlcPly5cBQFmPwv+fX1+4cGFcuXIFCQkJyvNZW1vD3t4e165dA0mdNSxZfU3G27dv8fz5c4waNQqVKlXC1q1b4e3tjblz58LY2BgjRozAzp07ERsbCy8vL/zyyy/Q19fHvn370K1bN3To0AFTpkxBVFQU6tevj2HDhsHAwABTpkxBRESE8n3Kly+PQoUKfXQ7HR0dsWXLFri5uWH+/Pno27cvACA+Ph5LlizB69evkSdPHgDA+PHjMXr0aAwaNAhBQUGIjY1N93zvW0uRldeZ/VdVqlRB/vz5sW7dOqxduxYAMGDAAAQEBGDdunVYtmwZbt++ne64b/k1y+q0PwMzZsxAUFAQNm7ciCtXrqB79+44duwYnJ2dER0dDQC4dOkSpk6dCmNjY5w9exYGBgZQq9WyJkmIr01GpjQhxKeX9or2y5cvmZKSolzt/Omnn6ivr88tW7Yoj4mNjWWFChU4e/Zskql78URFRSkjS+vXr6dKpeKMGTOUSnmxsbF0dHTk+PHjv9BZfVm///47nz59yqtXr9LGxoZz5swhmVoJMFu2bCxdujQPHDhAMvUKcmhoKLNly8bevXvTx8eHpUuXZokSJZQNeMPDw+nh4cFq1arxl19++WTt3LJlC42NjTls2DAeOXKEhw8fZqNGjVi+fPn3XuEeM2bM344sif+5ffs23dzcWL9+fZ21X/Pnz6e+vv43XRHwa7Fy5UpevXpV+frevXv09vZWKkju2rWLpqamHD16NMuUKUMnJydluuyVK1e+2SmqQnwrJCgJ8ZX64YcfWK1aNdaoUYNeXl5K0YGAgACqVCr6+PhwwIABbNiwoTJ1ZMyYMSxbtizt7Ozo5OTEU6dOkSSXLFlCfX19urm5sW3btqxXrx7t7e2/+s5BcHAwq1atyvv375NM7TR1796d33//vTLd7tWrV6xatSonTZqkHJeYmMiGDRuyRIkSSiDZuXMn27Vrp5Rb/xRSUlK4YcMGWllZ0crKipUrV6a7uzuTkpK4Z88erlmzhlu2bNEJRRKW/p20YUlb9IRMDalfwzTTb1lERAT19fU5aNAgpbw3mfreRkZG8vfff2eRIkWUQPzjjz9SpVKxWLFijI2NVR4v0y2F+HpJUBLiK5F25GDRokU0NTXl3LlzOXr0aDo5ObFgwYLKfi+rV6+ml5cXmzVrxj59+jApKYlr1qxhnjx5GBgYyKVLl9Ld3Z25cuViSEgIydR1OkOGDGH79u05bNiwr6pww4csWLCAJUqU4PHjx/nkyRO6u7tz3Lhxyv0pKSl89uwZS5UqxdDQUJL/W+MVFxfHEiVKcNiwYcrj03auPqVnz57x+vXrvHfvHjUaDYcPH86CBQuyRo0azJEjBzt06KAUdyDJsWPHMlu2bJw6daqy3kp82O3bt9m8eXM2atSIS5Ys0blPwlLWtnbtWhYuXJgDBw7ktWvXdO6bOXMmPTw8GBMTQzK1imTXrl3Zu3dved+F+EZIUBLiK3P48GH2799fp1LTq1ev6OHhwUKFCinTRtIuTA4NDeWoUaO4cuVKnefq3bs3c+XKxdu3b5P88KalX6vo6Gja2dnR0tKS1tbWrFixolIiPG3oKVu2LPv27at8nZSURI1GQ09PT/bu3fuztzPtFe0ZM2bQ2tpaGQ1cvHgxVSoVPTw8dKb9DRo0iHXq1JHF5//Q7du3WaNGDQ4YMCCjmyI+gbSf+7Vr19LKyooDBw7UKfHer18/Fi9enGTqz7unpycnT56s3C9hSYivnwQlIb4iBw8eZLly5ZgvXz7u3r2b5P860Q8fPqStra2y/5E25Jw5c4Zly5Zl9uzZlaCkDQMkWa1aNfbv35/kt9Ux0J5rdHQ0N23axM2bNyuvWXh4OAcPHqyEkfnz57N8+fKcNWuWznN4eXlxwIAB1Gg0nyWQDBw4UKlsR5LPnz9nr169lEptISEhNDMz48iRI2lpaclGjRoxIiJCeby2TRKW/pnIyEiZZvUV0H7e0/4+W716tRKWtHtlnT9/noUKFaKVlRXt7e2/ienGQghdUp5HiK9IpUqV4OrqCrVajbVr14Ik9PT0QBL58uWDmZkZXr16BeB/1e3KlCmDAQMGwNLSEqtXr1Z2lk9JSYFGo4G1tTWSkpIAZP2Kdv+Gvr4+1Go1TExM0LZtW7Rp0wYGBgYICQlBy5YtkSdPHqXClaenJxo0aICVK1fCx8cHK1euRN++fXHgwAH069cPKpXqk1fDOnToEGJiYmBmZqbcliNHDrRv3x7u7u74448/MHToUIwfPx6TJ0/G5MmTcfToUfzwww84e/ascgz/v7qh+HuWlpbQ09ODRqPJ6KaIj6TRaJTPe3JysnJ7ly5dMHHiRGzduhULFy7E7du3Ub58eezfvx89e/aEj48P/vjjD6W6nRDi22Dw9w8RQmQFarUa5ubmGD16NAwNDbFjxw4MHz4c06ZNg0qlgoGBARITE2FoaKhzTK5cudCtWzdky5YN06dPR/v27bF582YlSD169AjW1tYZdVoZ6t1geOPGDQwbNgwzZ85Ev379lNutra3h7+8Pe3t7LFy4EBcuXECePHlw9OhR2Nrafpa2NWzYEHXr1oWBgQHWr1+PevXqwcrKCk5OTjA2NkZQUBBKlCiBbt26AQCSkpLg6uqKXLlyoWLFigDeXxJc/D0pAZ41aS8cAcDMmTMRERGB7Nmzw97eHmPHjoWPjw8AYMyYMQCAQYMGwd7eHvb29spzaLdZEEJ8G1Rkmo1WhBBZlnZkICUlBcnJyZgwYQKCg4NhbW2N8uXL49mzZ7hw4QKuXLmSbq+kqKgo5M6dG8uWLcPkyZNhbGwMOzs7ZM+eHadPn9Y5JivSaDQf7Nz+1X3vOnjwIPr374/9+/ejaNGiHzw+NjYWenp6MDY2/m8Nf4+OHTvC0dERgwYNAgBcvnwZ3t7eMDc3x8aNG1GwYEFoNBqMGjUKERERWLduHaytrdG2bVt4enoqncF/c95CZHVpR06nTZuGSZMmoX///rh16xYuX76M7Nmz47fffoOhoSGCgoIwbtw41K9fHz/88AOKFCmSwa0XQmQU+SspRBaVdvqPthMQGhqKbt26QaVSYcSIEejYsSP+/PNPnD9/Hh4eHrhx4wb09fWRkpKiHLN9+3Z4eXnh+fPn6Ny5M0aPHg0DAwNcu3YNPj4+uHHjBgwMDJCSkpKBZ/vx0gaCoKAgjB8/Hr6+vjhy5Aji4uKU+/7JdJq3b98iPj7+vc8dERGB33//HQCQM2fOzxKSXr16hdy5c2PcuHEIDAwEANjZ2WH48OHQ09ND586d8fjxY+jp6cHd3R1XrlxBixYtYGdnh9u3b6NTp04AdK+sC/Et0Iak06dP48KFC9i8eTOmTp2KLVu2IDAwECkpKahXrx4AoFu3bhg5ciTevHnzzY6mCyFSyV9KIbKQwMBAtGzZEmq1WmethEqlwubNm9GxY0c4Ozsje/bsyJ07NwICAlCrVi08ePAAEyZMQHh4uNJhUKlU2LRpE7p27Yp27drBwsICxsbG6NixI/r374/cuXNj7dq1yvfOqtO0tIFg2LBhCAgIwJs3b3Dnzh34+vpi0qRJSkDSTqdZu3YtHj58+N7nqlChAl68eIFly5bpPDcA7NixA7t27dJZ9/CpaadW+vr6YtCgQVi+fDlUKhXat2+P3r17IykpCZ07d8ajR49Qs2ZNZX3FgAEDcO7cORgaGiIlJSXLvpdC/BebNm1Cnz598Ntvv+kEoKpVq2LWrFl49eoVwsLCAAB9+vRBaGiorEkT4luXMTUkhBD/hlqtZmxsLK2tralSqejq6qpTuenJkycsVKgQ586dq3PMypUraWZmRnt7e5qZmVFPT49nzpwhSUZFRdHa2ppz5sxRjtE+59u3b7l48WJWq1aNnp6eWb4q2s6dO1msWDHl3MPCwmhgYMDNmzfrPO7SpUtUqVRcsGDBB59r5cqVNDQ05NChQ3nx4kVeuXKFw4YNo5mZGa9evfrZziHte/Dw4UMOHz6cJiYmXLZsmXJ/cHAwnZ2d2ahRIz58+DDdc3xLVQuFeNfNmzfp5uZGAwMDTpw4Uee+Fy9e0Nra+i9/9oUQ3x4JSkJkAdqSxB06dOCMGTNYrlw51q9fX2cvpLRlokny1KlTLFSoEHfu3MnXr1+zX79+NDMz49atW5Xn0+6plJa2Qx4bG8tZs2axbt26fPTo0ec6tc/i3WC3fPlyNm7cmCQZHBxMU1NTLlq0iGRqKPz999+VEDF//nw2bNiQr1+/fu9zq9Vqbt68mXny5KG1tTVLlSpFGxsbnj179rOdz/tKUj98+JABAQHMlSsXly5dqty+adMmNmjQgBUqVOCLFy8+W5uEyIoePHjAFi1asHr16gwMDFRuj42NpYODg/J7QQghSDLrrs4W4huineKVJ08exMTEYOXKlWjZsiU8PDywc+dOjB8/Hp07d0a+fPmUYyIjI2FtbY2aNWvCzMwMU6ZMwfHjx7FlyxZMmTIF7du3R6tWrWBiYqLzvVQqFUgiR44c6Nu3L3x8fHRKUGcF2qllsbGxyJkzJ96+fQtzc3McO3YMPXv2xLRp05SqdWFhYbh06RJKlCgBc3NzODs7w9zc/IPnrKenhzZt2qBWrVq4d+8eVCoVihcvjgIFCnyWc0m7DurGjRt49eoVbGxsULBgQYwZMwYk4e/vDwDo3bs32rZti7i4OJw+fRp58uT5LG0SIquytrbG3Llz8d1332HKlCn45ZdfYG9vj6NHjyIpKQm9evXK6CYKITIRqXonRBag7SzPnDkT9+/fx9y5c3Ht2jU0adIET548Qe3atbFv3z7o6+srIWHz5s1o3749Dhw4gNKlS8PPzw9nz55Fjx49EBcXh3nz5mHYsGEYN27ce/fSed9tWcnUqVMRHR2NH3/8ETdu3EDlypURFxeH4OBgtG3bFgCQkJAALy8vWFtbY+nSpZnuNUj7/UeNGoXQ0FC8fPkSRYsWRdWqVTFhwgQAwKxZs7Bw4ULMnDkTPXv21HkOKWcsRHr37t3DoEGDsHPnTjRp0gQNGzbEkCFDAMjPjBDif2RESYhM6N0Ouvb/tWvXxrhx4wAAxYsXh6GhIQwMDJCcnKyEJO2xbdq0wZ49e+Dq6gpnZ2dcuHABp06dQvHixQEAFhYWGDduHHr37g1LS8t0bcjKIQlIrTw3a9YsdO7cGba2tli4cCEGDRqEU6dOoUyZMnj9+jWmTZuGx48fIywsDCqVKl3J7Ix+DbTff8aMGVixYgU2bNiAhg0bomPHjti8eTM6deoEJycnDBgwAEDqiFL+/PnRokUL5TmkwydEekWLFsX8+fOhVqthYGCg8ztQKkIKIbTkt4EQmZBKpUJCQgJevXqlfK0VHR2tjCJZWVlh27ZtiIyMRIUKFRAXF4fXr18rxwQFBeH69evo27cvatasieLFiyMhIQEAYGVlBXt7exgZGX35E/zE3jcw3qRJE9jZ2eHnn38GADRt2hRz587Fhg0b4ObmhsGDB8PQ0BCnT5+GgYGBUkkwMyGJuLg4HDlyBBMmTEDDhg0RHh6OsLAwTJ48GU5OTkhKSkL+/PkxcOBALFq0CM2aNcvoZguRJRQuXBhz585FcnIyVq1ahVWrVgHI+AskQojMQ6beCZHJHDlyBAcPHsS2bdtgYGCA2rVro2PHjqhduzYAwMXFBSdPnkSlSpWwfft2mJubY968eVi0aBFUKhUMDAxQq1YteHt7w9nZGQCwZs0ajB49Gn/++SeyZcuG5ORkeHl5wcjICFu2bPlqOgYJCQnInj278vXAgQMRFhaGGzduIFu2bACA169f4+HDhzA1NUWRIkWUTXoz64a6ycnJcHV1xdy5cxEZGYlWrVphxowZ6NOnDxITE7FmzRrY2toqnw8Amfp8hMhs7t69i86dO8Pc3Bxr166FqalpRjdJCJFJSFASIhMJCgrCDz/8gPr16yNHjhzIkSMHFi5ciCJFimDo0KHw8fFB//798ezZMyxYsAAFChRId0z27NmxePFiFClSBP7+/ujevTsePnyItm3b4unTp6hXrx6uX7+OuLg4ZSf6d6ecZQV9+/bF0KFDUbJkSQDA0qVLce7cOfTt2xcVK1YEAMTFxaFGjRpo06YNxowZ897zzEzn/qG2NG7cGE+fPsX9+/cxa9YsdO/eHQDw6NEjdO7cGZ07d4aPj8+Xbq4QX4179+5BT08PhQsXzuimCCEyEQlKQmQSy5Ytw8CBAxEYGAh3d3fkypULAHDr1i20bNkS8fHxWL58OerVq4eYmBiYmJj87TFJSUmYNWsWmjVrhl9//RXr16/HixcvUKpUKUyYMAEGBgZZcvQhKioKbdu2xa5du2BoaAgAGDduHE6fPo2DBw9i0KBBqFOnDtzd3TFkyBDcunULmzdvVkaVMqO0C8gvXrwIU1NTGBsbI3/+/Lh8+TLatGkDY2NjnDlzBomJiYiPj0fHjh0RExODI0eOyFokIYQQ4hOToCREJrBu3Tp06dIFISEh8PLyUjrNycnJMDQ0xO3bt1G7dm1UrlwZu3bt+uhjAN1Ri6xY3endUZeVK1eiTp06KFOmDABgw4YNWLt2La5du4bGjRujRo0a6NmzJwIDA9G1a9eMavYHTZo0CbVr10a9evUAAAEBAdiyZQuio6Ph4uICHx8fNG7cGBs3boSvry+srKxgZmamrF86deoUDA0Ns+R7KYQQQmRmWesyshBfoZSUFCxduhTW1tawsLBQOrwklQ5wiRIlMHXqVPTp0weXLl1C2bJl/9UxFy9eRLly5QDoVnTKah3rd6/rJCYmws/PD2XLlkVQUBDs7Ozg7e2NevXq4e7duxg0aBD+/PNPAMDPP/+c6YLS6dOnERoaihMnTiBXrlxISEjApk2bsHLlSty4cQMHDhxQpgx26NABtWvXxuLFi2FsbAxLS0v4+PhAX18/S44KCiGEEJmdjCgJkQk8f/4crVq1glqtxsiRI9G0aVPo6enplAk/cOAAmjVrht9++w2VK1f+qGOyujt37ijlzYODg9GsWTMkJSXB0dERlpaWWLJkCRwcHJTzT0lJwcGDB3HmzBkEBARkyjCxa9cuLFy4ENmzZ0exYsVgZWWlbCB74sQJzJs3D7du3cLo0aN1yn5ryUiSEEII8XlkjhXMQnyDzp8/jx07diAiIgIWFhbYvn07VCoVpkyZgvDwcGg0GqhUKqjVagCpi40rVaqEa9eu/atj6tSpoxQ8yMpOnz6NBg0aIDQ0FEOHDkWfPn3w4sUL5MuXD6dOncKDBw/Qr18/XL58WTnGwMAArq6uGDVqlLIeK7NITk4GADRv3hxDhgxBfHw81q5di6ioKOUxTk5OGDhwIEqVKoWpU6di06ZN6Z5HQpIQQgjxeUhQEiIDrF+/Ht26dcOqVauwf/9+aDQa5M2bFzt27AAA/Pjjj9i7dy9SUlKgr6+P6OhozJ8/H3fu3MGmTZv+8THbtm2Dvb09cufOnZGn+0nkyJED7u7u6NWrF1asWIGLFy+iRIkSSEhIQL58+XD27Fncv38/XVhKK7OMKL18+VIpQrF69WrUqFEDQ4YMQdmyZbFlyxYcP35ceaw2LJmamuLgwYMZ1WQhhBDi20MhxBe1evVqGhsbc+PGjXz9+rVye3JyMknyxYsXrFWrFmvWrMl9+/YxJSWFFStWpEql4rp16/j69WtqNJq/Pcbd3Z2VKlVSHqM9Jitp27YtfX19la+nTZtGlUrFYsWKMSQkRLk9ISGBJPn8+XMWK1aMpUuX5u3bt794e/+JiIgI5s2bl3fv3qWfnx/z5cvH+/fvkyT37t1LFxcXNmvWjL/++qvOcZcuXaJarc6IJgshhBDfJFmjJMQXdPnyZbRr1w5+fn7o2bOncjv/f12Rdr3Jy5cv4eHhAX19fTx+/Bj37t3DvHnz0KdPH53CDR865vXr10hMTMSlS5eybEW05ORkHD9+HLVq1VJGX/7880/8+eef2Lt3L/bt24fRo0ejU6dOAP63VufFixfo27cvNm3alCnPOSkpCZ6envj999+RmJiIX3/9FQ4ODsr9u3btwoIFC6Cnp4exY8eiRo0aOsdnpn2fhBBCiK+Z/LUV4gt69OgR4uLi4OzsrFPBTVt8QNsBzps3L7Zv345Xr15Bo9HAysoK9evXR3JystL5/6tjDAwMlJCknYqX1RgaGqJevXowNDTEggUL4OzsjFKlSsHV1RU+Pj5o0KABJk2ahPXr1wNIXaszZ84c6OnpISQkBPr6+sparcwkW7ZsqFy5Ml6+fImcOXMqIVD7eWjevDm+++47qFQqDBw4EJcuXdI5XkKSEEII8WXIX1whvqAzZ84gJiYGZcqUgUqlSlfuWqVS4erVqzhy5AgsLCxw4sQJdO/eHTExMShRogQMDQ3/0TGnT59WQlJmWZfzb2g0Gp3/FyxYEPfv34ebmxsAoGLFiujTpw8aNmyIMWPGYPTo0XBzc8OCBQt01mNlloD47nvWt29fnD59GlWqVEHDhg1x5swZnSIczZs3x4ABA+Dk5AQ7O7uMaLIQQgjxzZOgJMQXVKpUKcTGxmL//v0A/jcqlNaaNWuwceNGpKSkIFeuXChdujRiY2Nx+PDhf3yMnp4eNBpNlg1J2lGTa9euISUlBS1btsSCBQtw8+ZNuLq6AgAqVKiA/v37o2vXrti7dy+MjIxw9epV6Ovr6wStjKatRAgAMTExePr0KaytrVG5cmVs27YNdnZ28PDwwPnz55VgN23aNNSuXRtz585V3kshhBBCfFkSlIT4gqpUqYJs2bJh2bJluH//vnK7dsQhOjoaN2/eRLly5ZSQ8zHHAFlzilbakDR27Fj06NEDR48ehb6+Pho3bowZM2bg1q1bSliys7PDqFGjcOzYMWzdulUZRcss505SacvEiRPh4eEBe3t79OzZE+vXr0e2bNmwZ88e2Nvbw8XFBYsWLUKDBg2wZs0aGBsbK8+TWc5HCCGE+JZIMQchvrDg4GB069YNrVq1gr+/PypVqgQAiIyMRM+ePREdHY2IiAid0PMxx2RlI0eORGBgIJYsWYJatWohX758AFI3kA0PD4efnx9sbGywe/duneMyS6EDptn0FwDGjRuHBQsWYPLkyYiPj8ehQ4fw+PFjdO7cGX5+fgCAjh074vbt28paM0NDw0xzPkIIIcS3SIKSEF+YWq1GYGAgfH19UaBAATg4OECj0SAqKgoajQbHjx9PV6nuY47Jqs6dO4dWrVphxYoVaNCgAWJjY/Hs2TP8/vvvsLGxQYUKFbBnzx60b98evXv3xowZMzK6yTq074H23/v378PLywujRo1Cy5YtAQC3bt3C0qVLceTIEfz000+oV68eAODp06fInz8/VCpVll1fJoQQQnwt5FKlEF+Yvr4+evbsiVOnTqFly5bQaDQoXLgwOnfujBMnTry3Ut3HHJNVJScnw9jYGHnz5sWvv/6KUaNGoVmzZvDz81Om4rm4uGDPnj2YNm1aRjdXx9ChQ+Hm5qbzXmTPnh2PHz/GmzdvlMeVLFkSffv2RXR0NC5evKjcXqBAAaXIh4QkIYQQImPJiJIQmczHjApl1ZGk900te/HiBSpWrIh8+fLh2rVr8PHxQZMmTVC6dGm0bNkSY8eOVfZOAjLPuScnJ2PBggXYsGEDbGxsEBQUBAMDAzx+/Bienp6oX78+fvjhBxgaGirT8lq0aIECBQpg+fLlGdx6IYQQQrxLLlkKkYHeXcsC/H1J6485JjNKG5LOnz8PIHXvJDs7O5w/fx67d+9GoUKF4OzsjGzZsgEA8uTJk25vpMxy7oaGhvD19YWJiQnWrFmDLl26YM2aNbC0tET37t3Rr18/FClSBF27dkXOnDkRGxuLJ0+eoHr16hnddCGEEEK8h4woCSG+uLRhb/jw4di0aRNSUlLw6tUr9O3bF0OGDEGhQoUAAHFxcYiJiUG3bt3w7NkznDp1KtOEI620oW/fvn3YvXs3li9fDm9vbyxZsgSGhoaYOnUqRo8eDXd3d5iYmODBgwd4/vw5/vjjD5lmJ4QQQmRCEpSEEBlmzpw5mDx5MkJCQmBmZoarV6+if//+8PT0xKRJk1CwYEHMmDEDmzdvhpGREY4cOZKpi1YMHjwYERERqFixIv744w88evQIDRs2xOrVq2FoaIitW7fi559/RmRkJIoVK4apU6fCwMBACjcIIYQQmZAEJSFEhmnbti2sra0xa9Ys5bZDhw6hefPmmDJlCvz8/PDo0SPs2LEDffr0gb6+fqYNFYcOHUKHDh0QGhqKmjVrQqPRYM6cOVizZg3s7e0RFBQEQ0NDJCcnw9DQUDkus56PEEII8a2TqndCiC9Oo9EgKSkJDx8+VDbOTUlJQUpKCho2bAh/f3+sWrUK0dHRsLKygq+vr1JyO7OGiufPn8PAwABlypQBkLpJbK9eveDu7o7t27ejf//+SEpK0glJUt1OCCGEyLwkKAkhPjuNRqPztZ6eHrJly4ZmzZohKChIWaejXbeUK1cu5M2bFyYmJjrHZZbpdmkH4rX/L1asGHLnzo2zZ88q95mYmKBXr14wNzfHpk2bMHHiRJ3nebcohxBCCCEyDwlKQojPKm2hg3PnzuHo0aN4+PAhUlJS4Ovrizp16qBLly44c+YM9PX1ERcXhyNHjsDS0jJTBgmNRqPTLm0VvhIlSiBnzpyYP38+Ll++rNyfmJgIR0dHLFu2DBMmTPji7RVCCCHEx5E1SkKIL8Lf3x+bNm3Cq1evULp0aZQrVw4rVqzAnTt3MHLkSOzcuRMODg5ITk6Gnp4ezpw5A0NDw/eWQ88MZsyYgd9//x1qtRqDBw9GzZo1cf36dTRs2BD29vZo3LgxKlSogOnTp8PExAQhISHQ09PLtIUohBBCCKFLgpIQ4rNIO5IUGhqKYcOGYcmSJcifPz8iIiKwevVq5MmTBzt37oSRkRG2b9+Oe/fuwdTUFF26dMl01eDSns8PP/yABQsWwMPDA7du3cLPP/+MNWvWoGPHjvjzzz8xevRonD9/HhqNBpaWljhw4AAMDQ3fu8GuEEIIITInCUpCiM8qLCwMR44cQY4cOTB58mQAqYUb9u/fj1GjRsHd3R3jx49PFyAy68jLo0ePsHLlSjRo0AC1a9dGfHw8JkyYgJkzZyIwMBCdOnVCQkICEhMT8erVKxQrVgwqlSpThT4hhBBC/D35qy2E+CxIIiYmBn5+frh79y68vLyU+wwMDNCsWTOEhobi+PHj7z0+M4aksLAweHp6olixYnB1dQUAGBsbK0UaunfvDgMDA7Rv3x7Zs2dH7ty5AaSORklIEkIIIbIWmQMihPhsTE1NcezYMdSpUwdnzpzBjh07lOIHAFCtWjW8fv0ab968ybhG/gvVqlVD3759cf/+fTx+/BhAaggyNDTEpEmTMHToUHh7e+PQoUM6x8l0OyGEECLrkal3QojPgqSy71FkZCQ8PDxgbGyMPn36wNPTE2/fvkW7du2QO3duhIaGZrqCDR9aTxQVFQVfX1+EhobiwIEDqFmzplJwIjk5GStXrkTPnj1lBEkIIYTI4iQoCSE+iXfXFGnDw/Xr12FjY4OHDx/Cy8sLly9fRsmSJVGqVClERUVhz549MDIyylTV7dKGpKCgIFy7dg2xsbFo0KABWrZsiYSEBPTs2ROhoaHYv3+/TljSkjVJQgghRNYm80GEEP/JtWvXAKSuKdJOq9OGhpCQENSoUQPnzp2DtbU1QkNDUalSJcTHx8PT0xP79++HkZERkpKSMk1IAv43VW7YsGEYPnw4kpOT8fTpU/j7+2PIkCHInj07Zs+eDS8vLzRt2hQRERHp2i8hSQghhMjaJCgJIT7apk2bYGdnh2HDhgH4X1hSqVQICwuDt7c3Jk+ejEqVKkGtVqNQoULYtGkTcuXKhTVr1uDo0aNQq9XIli1bBp9JeuHh4QgJCUFYWBhmzpyJNm3aIDIyEhUrVgQAWFhYYP78+ahVqxYmTZqUsY0VQgghxCcnQUkI8dHu3bsHW1tb/PLLL/D39weQGpbevn2LCxcuYMmSJfD19VVuV6vVsLKyQlhYGN6+fQt/f38cO3YsI0/hgyIjI1G4cGE4OjoiJCQEPXr0wOzZs9G5c2e8ffsWx44dQ+7cuREcHIz9+/dndHOFEEII8YlJUBJCfLQcOXLA3NwcLVu2xO7du5WwlCtXLvTs2RPdu3fXebw2LBUuXBibNm2CiYkJihUrlgEt/3sGBgYoXLgw9u7dCx8fH0yfPh19+/YFABw8eBBhYWF48eIFTE1NoaenB41Gk8EtFkIIIcSnJEFJCPHRKlSoABsbG/j5+aFTp07Yv38/Bg8eDCcnJ/z+++86pcC1tGGpaNGiOHjwIIoWLZoBLf97jo6O2LJlC9zc3DB//nwlJMXHx2PJkiV49eoV8ubNqzxeSoALIYQQXxdZbSyE+GjFihXDyZMnER0drYwmTZkyBUZGRmjYsKESit7dPFb7dWYOF2XLlsX69evRpUsXXL16FRERESCJKVOm4OnTp9i1axdUKlWmqtYnhBBCiE9HyoMLIT6KWq1GVFQUnJ2dERERgXz58sHOzg4JCQkwMjKCp6cnpkyZktHN/E/UajU2b96MoUOHAgAKFiyIQoUKYevWrTA0NHxvCBRCCCHE10GCkhDib71+/Rpv3rzBs2fPYGJiAjs7O+W+nj17wtXVFZMmTUKePHmwePFi7Ny5E9OnT8f48ePRv3//DGz5p/H8+XO8efMGRkZGKFy4MFQqleyTJIQQQnzl5K+8EOIv7dixA6tWrcKpU6fw6tUrkISvry8GDhyIEiVKQK1Wo23btmjcuDHWrl2L/Pnzw9zcHAULFoS3t3dGN/+TsLCwgIWFhfK1RqORkCSEEEJ85WRESQjxQStWrMCoUaMwYMAAODo6wsTEBPv378e0adPQoEEDrFixAsbGxpgxYwZ8fX1haWmZ7jlkepoQQgghsiIJSkKI91qxYgX69u2LzZs3w8vLS+e+nTt3on379mjVqhXWrFmTQS0UQgghhPh8JCgJIdLZs2cPmjdvjvXr16NDhw4AkK6627Jly9C3b1/s2rULzZo1y6imCiGEEEJ8Fpm3Nq8QIsPky5cPxsbG2L9/P6KiogAgXQlsV1dXFChQAHfv3s2AFgohhBBCfF4SlIQQOpKSkuDo6IhDhw5hx44d6N27N6Kjo5X7tYPQhQsXhlqtRkpKSkY1VQghhBDis5GgJIQAABw8eBBjx45Fnz59cO/ePdSoUQN79uzBgQMH0KtXLyUsaUeWfv31V5QsWRJOTk4Z2WwhhBBCiM9CgpIQAqtWrUKvXr2QnJyMxo0bo2jRogCQLiy9efMGAJCSkoKpU6fCysoKVapUycCWCyGEEEJ8HlLMQYhv3NatW9GtWzesWrUKrVu3TrcWCQBOnjyJZs2awdXVFUuWLEGHDh1w9+5dnD9/HgYGBtBoNNDTk+suQgghhPh6SFAS4hsWHR2Ndu3aoXLlypg8efJfPvbkyZNo3rw5Xr16BVtbW/zxxx8wNDRESkqKbL4qhBBCiK+OXAIW4hsWHR2NM2fOfHD6nEajAQDExsaiRo0aCA0NRevWrSUkCSGEEOKrJ0FJiG9YQkICkpOTlWlz7w4w6+np4dmzZxgwYAAiIyNRu3ZtbN68WUKSEEIIIb56EpSE+Iblzp0bALBv3z4A6fdKAoBTp04hMTFReayWhCQhhBBCfM0kKAnxjSIJCwsLBAQEYOnSpVi4cCGA/023A4DExEQEBQXB1NQUOXLkyKimCiGEEEJ8cXJJWIhvxLuV6bSjR23atMGFCxcwYMAAvHz5Em3atEHhwoVx+vRpTJ06FU+ePEFwcDBUKhVIvnfUSQghhBDiayNV74T4ynXu3BkDBgyAo6PjB8t4X716FStWrMDcuXORO3duxMfHo0yZMrC0tERYWBgMDQ2hVquhr6+fAWcghBBCCPHlSVAS4iv25s0beHl54fz58zh06BAqVqz4l3seXblyBRcuXEB8fDwqVKiAihUrQk9PTwo3CCGEEOKbI0FJiK8YSTx79gz9+/fHgQMH8PPPP38wLH0oQMlmskIIIYT4FklQEuIrlXYU6OLFi/juu+9w+/Zt7N27Fw4ODhKAhBBCCCH+gvSShPhKaUPS6NGjMXDgQADAo0ePUK9ePfzxxx/Q09PTqXAnhBBCCCH+R0aUhPiKrVixAt9//z3279+P4sWL49atW5g8eTJOnDiBI0eO/O2aJSGEEEKIb5X0joT4it26dQtNmjSBk5MTChYsiFq1amHhwoWoUKECmjZtiitXrkBPTw9yvUQIIYQQQpcEJSG+Ynp6evj999+Vr0miePHi8Pb2xtOnT+Hg4IDr16/L3khCCCGEEO+QoCTEV+BDa428vLyQO3duTJgwATExMUogKlasGHx8fDBx4kSULFnySzZVCCGEECJLkI1RhMji0q4xCg4Oxo0bN0ASzs7OqF+/Pjw8PLB//35ERUXh+++/R0pKCubPnw9LS0uMGjUKAGSfJCGEEEKId0gxByG+EsOGDcPatWvh5uaGx48f48qVK/Dz84Ovry8mTZqEvXv34vTp0yhVqhSMjY1x+vRpGBoagqRMvRNCCCGEeIcEJSG+AmFhYRgwYAA2b96M6tWrY926dejVqxeWLVuGzp07Q6PRICkpCYcOHYKJiQlq1aoFfX19GUkSQgghhPgA6SEJkQVpR4G0/96+fRv29vaoXr06QkJC4Ovri9mzZ6Nz586Ijo7G9evXUa1aNbi5uSnPoVarJSQJIYQQQnyAFHMQIgvSTpW7d+8eACBbtmwoVqwY9u3bBx8fH0yfPh19+/YFAOzfvx+7d+/G69evdZ5DX1//yzZaCCGEECILkal3QmQhISEhMDY2hpubG/z9/fHo0SNs3LgRx44dg7OzMwAgMDAQXbt2BQDExcWhZcuWKFmyJBYtWpSRTRdCCCGEyFJk3o0QWURiYiIOHTqEpUuXwsvLC+Hh4Th+/DgAoHbt2li8eDG+++47vHr1CqdOnQJJjB07Fk+fPsXu3bsBQAo3CCGEEEL8QzKiJEQWY2Njg1u3bmHu3Lno37+/UpAhNjYWy5cvx8SJE2FoaAgrKytYWFhg586dMDQ0hFqtlul2QgghhBD/kAQlIbKQ2NhYdO3aFSqVCjt27MC2bdvQvHlzaH+MVSoV7ty5g5iYGBgZGaF06dLQ09OT6nZCCCGEEP+SBCUhMrG0m8mmFRcXh6FDh2L58uVKWNL6888/UapUqb99DiGEEEII8WFyiVmITCptwImIiEBSUhLUajWaNm2KHDlyYPLkyVCpVGjdujU2bNiAxo0bw8fHB/ny5cOSJUuU55GQJIQQQgjx70lQEiITIqkEnJEjR2Ljxo0wNjbGkydP0LZtW8yYMQNmZmaYPHkysmXLhtatW6NcuXJITEzExYsXM7j1QgghhBBZn0y9EyITmzp1KubMmYPQ0FDUqFED06ZNw4gRI+Dt7Y1FixbB1NQUAHDw4EG8ePECbdq0gb6+vqxJEkIIIYT4jyQoCZFJ3b17FwEBAejQoQM8PT2xY8cOdOvWDb169cLy5cvRvHlzzJ07F+bm5jrHSXU7IYQQQoj/Ti45C5EJJScnw9LSEm5ubqhXrx5OnjyJgQMHYtKkSejfvz+MjIwwefJkvHnzBhs3bkSuXLmUYyUkCSGEEEL8d7LKW4hMZsqUKZg6dSqMjIzQrl07mJmZYd++fahatSq6dOkCADAzM0Pbtm1BEjly5MjgFgshhBBCfH0kKAmRyejp6WHhwoW4e/cujIyMoNFocPnyZbx+/RomJiaIj4/HL7/8gqZNm2LXrl3Q09ODRqPJ6GYLIYQQQnxVJCgJkcm0aNECZcqUweHDhwGkBidfX18cO3YMVatWRZUqVXDnzh107NhROUZKgAshhBBCfFpSzEGITCAxMRFGRkbK17169cLRo0dx9epVqFQqAMDx48exZcsW5MuXD8OHD4eBgYEUbhBCCCGE+EwkKAnxhQ0cOBCDBw9GsWLFAADLly/HxYsX0b9/f9jY2AAAoqKiUKNGDfj4+GDYsGEgqQQmLSkBLoQQQgjx+ch8HSG+oGfPnuHixYuwtrZWbrt58yauXr2KSpUqYezYsdi3bx9y586Nhg0b4vTp00hJSYFKpcK71zQkJAkhhBBCfD4yoiTEF6LRaHTWEq1evRr16tVD0aJFAaSOLG3evBk3b95Ey5YtYWdnhz59+iA4OBht27bNqGYLIYQQQnyTJCgJ8QWQhEajUdYTxcbGwszMDDVq1MDKlStRpkwZAMCDBw9w8+ZN+Pn5wcLCAkeOHEHPnj2xbNmyjGy+EEIIIcQ3R4KSEF/A/fv3UaRIEQBASEgImjdvjufPn6NGjRqwtbXF/PnzYWtrqzw+Pj4eBw8exOnTpzFmzBiZZieEEEII8YVJUBLiMzt16hTat2+PxYsX4+DBg1ixYgXOnj2L4sWL4+HDh6hatSrs7e2xcOFClC1b9r3PIYUbhBBCCCG+LAlKQnxm58+fx+LFi7Ft2zakpKTg/PnzKFy4sFISXBuWHBwcsHDhQqXynRBCCCGEyDhS9U6Iz0R7DaJChQooVqwYXrx4ATMzM1y4cAEAYGRkhKSkJFhbW+P06dO4evUq2rRpg/v372dks4UQQgghBCQoCfFZaDQaZd+j58+fo2bNmjh48CBcXV3h7++PkJAQAIChoSHUajWsra3x22+/oXjx4rCyssrIpgshhBBCCACy6EGITyxtGfCJEyfi/v376NmzJ5ydnWFubo6kpCSMGTMGenp68PLygr6+PhYsWICuXbtix44dAAC1Wq1UyBNCCCGEEF+erFES4jMZMWIEVq1ahVmzZqFBgwawtLQEkLpmaeHChTh06BB69OiB48eP488//8TVq1d19lkSQgghhBAZR0aUhPgMTp48iU2bNiEkJAR16tQBkLpmSaVSoUKFCvj++++RN29eBAcHo3jx4rh06RL09PTSbUorhBBCCCEyhowoCfEZ7Nu3D/3798fx48eRP39+qFQqJSip1Wro6elBpVIhJiYGuXLlgkqlkhLgQgghhBCZiFy6FuIziIuLw71795CYmKiEI21xh4iICJw4cQJqtRomJiZQqVTQaDQSkoQQQgghMhEJSkL8BxqN5r2316xZE46Ojhg4cCAePHigFGZISEjAjz/+iIiICJ1iDTLdTgghhBAic5Gpd0J8pLTriQ4ePIi3b99CX18f7u7uAIDAwEAEBQUhJSUFI0aMwJs3b7Bu3To8efIEp0+flhEkIYQQQohMTIKSEB9Bu94ISK1ut3btWuTPnx/Xrl1DmzZtMHnyZFhbW2P37t0IDAzE/v37UaZMGRQuXBibN29W9k+SEuBCCCGEEJmTBCUh/oPp06djzpw5CA0NhaOjIxYsWICBAwfCw8MDc+fORZEiRQAA9+7dg7m5uRRuEEIIIYTIImRhhBAfKTIyEleuXMHs2bPh6OiIbdu2YezYsRg9ejQiIiLw/fff4+rVqwCAokWLSuEGIYQQQogsRHprQnwkc3NzeHh4oH79+jh9+jSGDBmC8ePHY+DAgTAzM4O/vz+ioqIQFBQEa2tr5Tgp3CCEEEIIkflJj02Ij5Q9e3Y0b94cZmZmOHjwIOzt7dG1a1cAQLZs2dCpUycYGhqiUKFCGdxSIYQQQgjxb0lQEuI/0E6hu3HjBqKioqBSqZCQkIB9+/bBzc0Ne/fuhZ6e3gfLiAshhBBCiMxJijkI8QmcPHkSzs7OsLGxQWJiIrJnz46zZ8/KWiQhhBBCiCxKgpIQn8jZs2exbds2mJqaYvDgwTAwMJDqdkIIIYQQWZQEJSE+EwlJQgghhBBZlwQlIYQQQgghhHiHFHMQQgghhBBCiHdIUBJCCCGEEEKId0hQEkIIIYQQQoh3SFASQgghhBBCiHdIUBJCCCGEEEKId0hQEkIIIYQQQoh3SFASQgghhBBCiHdIUBJCCCGEEEKId0hQEkIIIYQQQoh3SFASQgghhBBCiHdIUBJCCCGEEEKId/wfJIS5JkZrvOgAAAAASUVORK5CYII=", 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jIyO0tbX55ZdfpHpPnDghd12bN2+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==", 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" ] @@ -1065,6 +1056,14 @@ "name": "stderr", "output_type": "stream", "text": [ + "/usr/local/lib/python3.10/dist-packages/sklearn/metrics/_classification.py:1344: 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, msg_start, len(result))\n", + "/usr/local/lib/python3.10/dist-packages/sklearn/metrics/_classification.py:1344: 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, msg_start, len(result))\n", + "/usr/local/lib/python3.10/dist-packages/sklearn/metrics/_classification.py:1344: 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, msg_start, len(result))\n", + "/usr/local/lib/python3.10/dist-packages/sklearn/metrics/_classification.py:1344: 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, msg_start, len(result))\n", "/usr/local/lib/python3.10/dist-packages/sklearn/metrics/_classification.py:1344: 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, msg_start, len(result))\n" ] @@ -1074,11 +1073,11 @@ "output_type": "stream", "text": [ "Cross-validation metrics:\n", - "accuracy: 0.849 (+/- 0.021)\n", - "precision: 0.849 (+/- 0.029)\n", - "recall: 0.718 (+/- 0.031)\n", - "f1_score: 0.752 (+/- 0.028)\n", - "roc_auc: 0.989 (+/- 0.003)\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" ] } ], @@ -1093,7 +1092,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -1111,16 +1110,24 @@ "execution_count": 30, "metadata": {}, "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/usr/local/lib/python3.10/dist-packages/sklearn/metrics/_classification.py:1344: 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, msg_start, len(result))\n" + ] + }, { "name": "stdout", "output_type": "stream", "text": [ "Cross-validation metrics:\n", - "accuracy: 0.911 (+/- 0.016)\n", - "precision: 0.917 (+/- 0.019)\n", - "recall: 0.834 (+/- 0.019)\n", - "f1_score: 0.857 (+/- 0.019)\n", - "roc_auc: 0.995 (+/- 0.002)\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: 0.991 (+/- 0.006)\n" ] } ], @@ -1135,7 +1142,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -1157,12 +1164,12 @@ "name": "stderr", "output_type": "stream", "text": [ - "/tmp/ipykernel_109448/805283967.py:42: FutureWarning: \n", + "/tmp/ipykernel_106608/805283967.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_109448/805283967.py:53: FutureWarning: \n", + "/tmp/ipykernel_106608/805283967.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", @@ -1171,7 +1178,7 @@ }, { "data": { - "image/png": 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", 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", 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", 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", 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" ] diff --git a/sub-packages/bionemo-core/src/bionemo/core/data/resources/scdl.yaml b/sub-packages/bionemo-core/src/bionemo/core/data/resources/scdl.yaml index f63fc33fc9..632b1d4843 100644 --- a/sub-packages/bionemo-core/src/bionemo/core/data/resources/scdl.yaml +++ b/sub-packages/bionemo-core/src/bionemo/core/data/resources/scdl.yaml @@ -5,3 +5,11 @@ sha256: 7a4237537bf535dfa00301ce8cc7073e0a23d5bc8aa902ad65db9f51b57a6df9 # pragma: allowlist secret owner: Polina Binder description: Sample test data for SCDL. + +- tag: sample_scdl_feature_ids + ngc: nvidia/clara/scdl_sample_test_feature_ids:1.0 + ngc_registry: resource + pbss: s3://bionemo-ci/test-data/scdl_sample_test_feat_ids.tar.gz + sha256: 9020ba336dbfe33bddadba26ca0cde49958cbd73c5ad44f0960a5a4837c9db26 # pragma: allowlist secret + owner: Savitha Srinivasan + description: Sample test data for SCDL with feature IDs appended. diff --git a/sub-packages/bionemo-core/src/bionemo/core/data/resources/single_cell.yaml b/sub-packages/bionemo-core/src/bionemo/core/data/resources/single_cell.yaml index 80e8d17008..720369393c 100644 --- a/sub-packages/bionemo-core/src/bionemo/core/data/resources/single_cell.yaml +++ b/sub-packages/bionemo-core/src/bionemo/core/data/resources/single_cell.yaml @@ -21,3 +21,11 @@ sha256: ab038b184de52e53ff7bcea5e01d97d55944c507db88c0495bdf9e5e9e0303a4 # pragma: allowlist secret owner: John St John description: Golden values for geneformer QA model. + +- tag: testdata-20241203 + ngc: nvidia/clara/singlecell-testdata:2.0 + ngc_registry: resource + pbss: "s3://bionemo-ci/test-data/singlecell/singlecell-scdltestdata-20241203.tar.gz" + sha256: d8e3ea569bc43768c24aa651aff77722df202078415528497c22394046b08cc3 # pragma: allowlist secret + owner: Savitha Srinivasan + description: Test data for single cell models in SCDL Memmap format. diff --git a/sub-packages/bionemo-geneformer/README.md b/sub-packages/bionemo-geneformer/README.md index 7e35e1fde6..73e02f04c9 100644 --- a/sub-packages/bionemo-geneformer/README.md +++ b/sub-packages/bionemo-geneformer/README.md @@ -16,7 +16,7 @@ pytest -v . ## Acquiring Data -Datasets are expected to be in the form of AnnData (.h5ad) objects such as those downloaded from [Cell x Gene | CZI](https://chanzuckerberg.github.io/cellxgene-census/). They are then pre-processed with either `bionemo-geneformer/src/bionemo/geneformer/data/singlecell/sc_memmap.py` or with sc-DL. +Datasets are expected to be in the form of AnnData (.h5ad) objects such as those downloaded from [Cell x Gene | CZI](https://chanzuckerberg.github.io/cellxgene-census/). They are then pre-processed with `sub-packages/bionemo-scdl/src/bionemo/scdl/scripts/convert_h5ad_to_scdl.py`. ## Geneformer-nv 10M and 106M Refer to the Dataset cards and Model cards to learn more about the pre-trained checkpoints provided for both 10M and 106M of Geneformer-nv. diff --git a/sub-packages/bionemo-geneformer/pyproject.toml b/sub-packages/bionemo-geneformer/pyproject.toml index 4efd56a76f..b892a60e02 100644 --- a/sub-packages/bionemo-geneformer/pyproject.toml +++ b/sub-packages/bionemo-geneformer/pyproject.toml @@ -21,7 +21,6 @@ dependencies = [ [project.scripts] bionemo-geneformer-train= "bionemo.geneformer.run.main:main" bionemo-geneformer-recipe= "bionemo.geneformer.run.recipes:main" -sc_memmap = "bionemo.geneformer.scripts.sc_memmap:main_cli" infer_geneformer = "bionemo.geneformer.scripts.infer_geneformer:geneformer_infer_entrypoint" train_geneformer = "bionemo.geneformer.scripts.train_geneformer:entrypoint" geneformer_mlm_loss_eval = "bionemo.geneformer.scripts.geneformer_mlm_loss_eval:entrypoint" diff --git a/sub-packages/bionemo-geneformer/scripts/geneformer_mlm_loss_eval.py b/sub-packages/bionemo-geneformer/scripts/geneformer_mlm_loss_eval.py index c8965d092d..187c7bc296 100644 --- a/sub-packages/bionemo-geneformer/scripts/geneformer_mlm_loss_eval.py +++ b/sub-packages/bionemo-geneformer/scripts/geneformer_mlm_loss_eval.py @@ -128,6 +128,7 @@ def main( seq_len_nv: int = 2048, seq_len_hf: int = 2048, seed: int = 513, + include_unrecognized_vocab_in_dataset: bool = False, ): """Inference function (requires DDP and only training data that fits in memory).""" # This is just used to get the tokenizer :( @@ -185,6 +186,7 @@ def main( max_len=seq_len_nv, mask_prob=mask_prob, seed=seed, + include_unrecognized_vocab_in_dataset=include_unrecognized_vocab_in_dataset, ) ds_hf_nvfilt = SingleCellDataset( dataset_path, @@ -194,6 +196,7 @@ def main( mask_prob=mask_prob, eos_token=hf_tokenizer.token_to_id(hf_tokenizer.sep_token), # Stored in the special token seed=seed, + include_unrecognized_vocab_in_dataset=include_unrecognized_vocab_in_dataset, ) print(f"Loaded dataset of length (NV): {len(ds_nv)}, (HF): {len(ds_hf_nvfilt)}") @@ -299,6 +302,11 @@ def entrypoint(): ) parser.add_argument("--hf-model-path", type=str, default="ctheodoris/Geneformer", help="HF model path") parser.add_argument("--dataset-path", type=Path, help="Path to dataset directory", required=True) + parser.add_argument( + "--include-unrecognized-vocab-in-dataset", + action="store_true", + help="If set to true, a hard-check is performed to verify all gene identifers are in the user supplied tokenizer vocab. Defaults to false which means any gene identifier not in the user supplied tokenizer vocab will be excluded.", + ) args = parser.parse_args() main( @@ -307,6 +315,7 @@ def entrypoint(): args.dataset_path, args.hf_token_dictionary_path, args.hf_medians_dictionary_path, + args.include_unrecognized_vocab_in_dataset, ) diff --git a/sub-packages/bionemo-geneformer/src/bionemo/geneformer/data/singlecell/datamodule.py b/sub-packages/bionemo-geneformer/src/bionemo/geneformer/data/singlecell/datamodule.py index 9ab6d0a021..b3b1d1011d 100644 --- a/sub-packages/bionemo-geneformer/src/bionemo/geneformer/data/singlecell/datamodule.py +++ b/sub-packages/bionemo-geneformer/src/bionemo/geneformer/data/singlecell/datamodule.py @@ -51,6 +51,7 @@ class SingleCellDataModule(MegatronDataModule): num_mask_per_sample (int): Number of masked versions of a single sample to be returned by each worker train_batch_size (int): Batch size for training val_batch_size (int): Batch size for validation + include_unrecognized_vocab_in_dataset (bool, optional): If set to True, a hard-check is performed to verify all gene identifers are in the user supplied tokenizer vocab. Defaults to False which means any gene identifier not in the user supplied tokenizer vocab will be excluded. Attributes: cfg (Config): Configuration object @@ -82,6 +83,7 @@ def __init__( # noqa: D107 num_workers: int = 10, # TODO can this be automatically set? persistent_workers: bool = True, pin_memory: bool = True, + include_unrecognized_vocab_in_dataset: bool = False, ) -> None: super().__init__() if predict_dataset_path is None: @@ -122,6 +124,7 @@ def __init__( # noqa: D107 mask_token_prob=self.mask_token_prob, random_token_prob=self.random_token_prob, seed=random_utils.get_seed_from_rng(rng), + include_unrecognized_vocab_in_dataset=include_unrecognized_vocab_in_dataset, ) self._val_dataset_ori = SingleCellDataset( self.data_path_val, @@ -132,6 +135,7 @@ def __init__( # noqa: D107 mask_token_prob=self.mask_token_prob, random_token_prob=self.random_token_prob, seed=random_utils.get_seed_from_rng(rng), + include_unrecognized_vocab_in_dataset=include_unrecognized_vocab_in_dataset, ) self._test_dataset_ori = SingleCellDataset( self.data_path_test, @@ -142,6 +146,7 @@ def __init__( # noqa: D107 mask_token_prob=self.mask_token_prob, random_token_prob=self.random_token_prob, seed=random_utils.get_seed_from_rng(rng), + include_unrecognized_vocab_in_dataset=include_unrecognized_vocab_in_dataset, ) self._predict_dataset_ori = None else: @@ -155,6 +160,7 @@ def __init__( # noqa: D107 mask_token_prob=self.mask_token_prob, random_token_prob=self.random_token_prob, seed=random_utils.get_seed_from_rng(rng), + include_unrecognized_vocab_in_dataset=include_unrecognized_vocab_in_dataset, ) self._train_dataset_ori = None self._val_dataset_ori = None diff --git a/sub-packages/bionemo-geneformer/src/bionemo/geneformer/data/singlecell/dataset.py b/sub-packages/bionemo-geneformer/src/bionemo/geneformer/data/singlecell/dataset.py index 2470192cc3..30bad886b3 100644 --- a/sub-packages/bionemo-geneformer/src/bionemo/geneformer/data/singlecell/dataset.py +++ b/sub-packages/bionemo-geneformer/src/bionemo/geneformer/data/singlecell/dataset.py @@ -14,11 +14,10 @@ # limitations under the License. -import json import random import time from pathlib import Path -from typing import Any, Dict, Optional, Sequence, Tuple +from typing import Any, Optional, Sequence import numpy as np import torch @@ -33,6 +32,7 @@ from bionemo.geneformer.data.singlecell.utils import sample_or_truncate from bionemo.geneformer.tokenizer.gene_tokenizer import GeneTokenizer from bionemo.llm.data import masking, types +from bionemo.scdl.io.single_cell_memmap_dataset import SingleCellMemMapDataset __all__: Sequence[str] = ( @@ -46,19 +46,19 @@ class SingleCellDataset(Dataset): updates will contain more comprehensive workflows for generating a Sparse Memmap from scRNA-seq. Args: - data_path (str): Path where the single cell files are stored. It should contain the following files: - - `metadata.json`: Path containing feature subset associated with each dataset. - - `features.csv`: Feature subset associated with each sample. + data_path (str): Path where the single cell files are stored in SingleCell Memmap format. It should contain the following files: + - `metadata.json`: Path containing the number of rows int he dataset. - Gene expression matrix stored in CSR format as `numpy.memmap`: - - `gene_expression_data.npy`: Gene expression values. - - `gene_expression_ind.npy`: Gene indices associated with gene values. - - `gene_expression_ptr.npy`: Column indices for each sample. + - `data.npy`: Non-zero gene expression values. + - `col_ptr.npy`: Indices of the corresponding genes for each entry in data.npy. + - `row_ptr.npy`: Column index pointers for each cell sample. tokenizer: The tokenizer to use for tokenizing the input data. median_dict (dict, optional): A dictionary containing median values for each gene. Defaults to None. max_len (int, optional): The maximum length of the input sequence. Defaults to 1024. + include_unrecognized_vocab_in_dataset (bool, optional): If set to True, a hard-check is performed to verify all gene identifers are in the user supplied tokenizer vocab. Defaults to False which means any gene identifier not in the user supplied tokenizer vocab will be excluded. Attributes: - data_path (str): Path where the single cell files are stored. + data_path (str): Path where the single cell files are stored in SCDL memmap format. max_len (int): The maximum length of the input sequence. metadata (dict): Metadata loaded from `metadata.json`. gene_medians (dict): A dictionary containing median values for each gene. If None, a median of '1' is assumed for all genes. @@ -93,10 +93,11 @@ def __init__( # noqa: D107 random_token_prob: float = 0.1, prepend_cls_token: bool = True, eos_token: int | None = None, - assert_increasing_columns: bool = True, + include_unrecognized_vocab_in_dataset: bool = False, seed: int = np.random.SeedSequence().entropy, # type: ignore ): super().__init__() + self.data_path = data_path self.max_len = max_len self.random_token_prob = random_token_prob @@ -105,110 +106,33 @@ def __init__( # noqa: D107 self.prepend_cls_token = prepend_cls_token self._seed = seed self.eos_token = eos_token - # check if column indices are increasing for looking up genes. This is a way of spotting if the sc_memmap.py - # script produced properly strctured sparse files. - self.assert_increasing_columns = assert_increasing_columns - path = Path(data_path) - - # - metadata - metadata = json.load(open(path / "metadata.json", "r")) + self.scdl = SingleCellMemMapDataset(str(data_path)) + self.length = len(self.scdl) # - median dict self.gene_medians = median_dict - - # - train/val idxs sampled contiguously - total_el = sum([v["num_el"] for _, v in metadata.items()]) - self.num_samples = sum([v["shape"][0] for _, v in metadata.items()]) - # - load data - self.gene_data = np.memmap(path / "gene_expression_data.npy", dtype="float32", mode="r", shape=(total_el,)) - - self.gene_data_indices = np.memmap( - path / "gene_expression_ind.npy", dtype="int32", mode="r", shape=(total_el,) - ) - - self.gene_data_ptr = np.memmap( - path / "gene_expression_ptr.npy", dtype="int64", mode="r", shape=(self.num_samples + 1,) - ) self.tokenizer = tokenizer - rnd_key = next(iter(metadata)) - feature_ids = np.array(metadata[rnd_key]["feature_ids"]) - - # Determine if we need to store the full metadata (per file feature_ids) or just a single feature_id - # vector for all files. If we can do the later this is much more memory efficient. - # without this change, if num_workers>0, we seem to hit a memory leak after a relatively small number - # of steps. Online discussion points to native python objects like dictionaries of a lot of data - # being a primary culprit behind large RAM usage in dataloaders that use multiprocessing. - features_all_same = True - for m in metadata.values(): - if np.any(np.char.not_equal(np.array(m["feature_ids"]), feature_ids)): - features_all_same = False - break - - if not features_all_same: - # We need to store per-file metadata of feature_ids. Make sure you run with a lot of RAM or few dataset workers. - # we need to store per-file metadata in this case because some of the files have different subsets of the - # feature_ids. - logging.warning( - "Feature ids are not the same across datasets. This can cause heavy RAM usage " - "for large datasets, try setting num_workers to 0." - ) - self.metadata = metadata - self.feature_ids = None - - # map row indices to dataset id - self.dataset_ccum = np.zeros( - len(self.metadata), - ) - # Maps dataset ids to dataset names (used in the metadata dict) - self.dataset_map = {} - count = 0 - for i, k in enumerate(self.metadata): - self.dataset_ccum[i] = count - self.dataset_map[i] = k - count += self.metadata[k]["shape"][0] - self.dataset_ccum[0] = -1 - else: - # We can store a single feature_id vector for all datasets, and do not need to store the full metadata array. - logging.warning( - "Feature ids are the same across datasets. This is good, using the same feature_ids for all datasets." - ) - self.feature_ids = feature_ids - self.metadata = None + self.include_unrecognized_vocab_in_dataset = include_unrecognized_vocab_in_dataset def __len__(self): # noqa: D105 - return self.num_samples - - def metadata_lookup(self, idx) -> Dict[str, np.ndarray]: - """Go from a cell idx to the file-level metadata associated with that cell.""" - did = sum(~(self.dataset_ccum > idx)) - 1 - metadata = self.metadata[self.dataset_map[did]] - return metadata - - def lookup_cell_by_idx(self, idx) -> Tuple[np.ndarray, np.ndarray, np.ndarray]: # noqa: D102 - ptr = slice(int(self.gene_data_ptr[idx]), int(self.gene_data_ptr[idx + 1])) - # col idxs poin to offsets in the original sparse metadata, this is for looking up metadata eg gene names - col_idxs = np.asarray(self.gene_data_indices[ptr]).astype(int) # keyed by ptr - if self.assert_increasing_columns and len(col_idxs) > 1: - is_increasing = np.diff(col_idxs) > 0 - if not np.all(is_increasing): - raise ValueError(f"Column indices are not increasing for {np.sum(~is_increasing)} pairs of genes") - gene_data = np.asarray(self.gene_data[ptr]).astype(int) # keyed by ptr - # Get feature_ids for this particular cell. Eitehr lookup by index if we need to, or if we already verified that - # metadata is not needed because feature_ids are the same for every file, then we can just use the single feature_ids - # vector instead. - feature_ids: np.ndarray = ( - self.feature_ids if self.metadata is None else self.metadata_lookup(idx)["feature_ids"] - ) - return gene_data, col_idxs, feature_ids + return self.length def __getitem__(self, index: EpochIndex) -> types.BertSample: """Performs a lookup and the required transformation for the model.""" rng = np.random.default_rng([self._seed, index.epoch, index.idx]) - gene_data, col_idxs, feature_ids = self.lookup_cell_by_idx(index.idx) + values, feature_ids = self.scdl.get_row(index.idx, return_features=True, feature_vars=["feature_id"]) + assert ( + len(feature_ids) == 1 + ) # we expect feature_ids to be a list containing one np.array with the row's feature ids + gene_data, col_idxs = np.array(values[0]), np.array(values[1]) + if len(gene_data) == 0: + raise ValueError( + "SingleCellMemap data provided is invalid; the gene expression data parsed for the specified index is empty." + ) return process_item( gene_data, col_idxs, - feature_ids, + feature_ids[0], self.tokenizer, gene_median=self.gene_medians, rng=rng, @@ -218,6 +142,7 @@ def __getitem__(self, index: EpochIndex) -> types.BertSample: random_token_prob=self.random_token_prob, prepend_cls_token=self.prepend_cls_token, eos_token=self.eos_token, + include_unrecognized_vocab_in_dataset=self.include_unrecognized_vocab_in_dataset, ) @@ -227,6 +152,7 @@ def _gather_medians( normalize: bool, vocab: dict[str, int], gene_median: dict[str, float], + include_unrecognized_vocab_in_dataset: bool = False, ) -> tuple[np.ndarray, np.ndarray, np.ndarray]: """Filter out genes that are not in the provided tokenizer vocab, and tokenize the gene names.""" genes, tokens, medians = [], [], [] @@ -237,6 +163,8 @@ def _gather_medians( if normalize: med = gene_median[tok] # If not in the dictionary we default to no normalization (1) medians.append(med) + elif include_unrecognized_vocab_in_dataset: + raise ValueError(f"Provided gene identifier, {str(tok)}, is not in the tokenizer vocab.") return np.asarray(genes), np.asarray(tokens), np.asarray(medians) @@ -255,6 +183,7 @@ def process_item( # noqa: D417 normalize: bool = True, prepend_cls_token: bool = True, eos_token: None | int = None, + include_unrecognized_vocab_in_dataset: bool = False, ) -> types.BertSample: """Process a single item in the dataset. @@ -263,7 +192,7 @@ def process_item( # noqa: D417 Args: gene_data (list): List of gene data, these are expression counts. - gene_idxs (list): List of gene indices, these are keys in 'metadata['feature_ids']' and correspdong the CSR entry. These are computed by sc_memmap. + gene_idxs (list): List of gene indices, these are keys in 'metadata['feature_ids']' and corresponding the CSR entry. feature_ids (list): Feature ids for the full dataset. tokenizer (Tokenizer): Tokenizer object. gene_median (optional(dict)): Dictionary of gene medians. Defaults to None. Expects ensembl IDs to be keys. @@ -277,6 +206,7 @@ def process_item( # noqa: D417 dirichlet_alpha (float): Alpha value for dirichlet sampling if set by `probabilistic_dirichlet_sampling`. Defaults to 0.5. same_length (bool): when true, sample the same length of genes as you originally had before the dirichlet sampler. recompute_globals (bool): when true, global arrays are always recomputed. this is only useful for testing. + include_unrecognized_vocab_in_dataset (bool, optional): If set to True, a hard-check is performed to verify all gene identifers are in the user supplied tokenizer vocab. Defaults to False which means any gene identifier not in the user supplied tokenizer vocab will be excluded. Returns: dict: Processed item dictionary. @@ -298,7 +228,12 @@ def process_item( # noqa: D417 gene_names = feature_ids[gene_idxs] gene_expression_cell, token_ids, gene_expression_medians = _gather_medians( - gene_names, gene_data, normalize, tokenizer.vocab, gene_median + gene_names, + gene_data, + normalize, + tokenizer.vocab, + gene_median, + include_unrecognized_vocab_in_dataset=include_unrecognized_vocab_in_dataset, ) if normalize: @@ -348,7 +283,7 @@ def process_item( # noqa: D417 def _profile_sc_dataset(): - data_path = load("single_cell/testdata-20240506") / "cellxgene_2023-12-15_small" / "processed_data" / "train" + data_path = load("single_cell/testdata-20241203") / "cellxgene_2023-12-15_small_processed_scdl" / "train" preprocessor = GeneformerPreprocess( download_directory=data_path, medians_file_path=data_path / "medians.json", diff --git a/sub-packages/bionemo-geneformer/src/bionemo/geneformer/run/config_models.py b/sub-packages/bionemo-geneformer/src/bionemo/geneformer/run/config_models.py index d01e57b37e..741fd7b99f 100644 --- a/sub-packages/bionemo-geneformer/src/bionemo/geneformer/run/config_models.py +++ b/sub-packages/bionemo-geneformer/src/bionemo/geneformer/run/config_models.py @@ -44,7 +44,7 @@ class GeneformerDataArtifacts: class GeneformerPretrainingDataConfig(DataConfig[SingleCellDataModule]): """Configuration class for Geneformer pretraining data. - Expects train/test/val to be prior split by directory and processed by `sub-packages/bionemo-geneformer/src/bionemo/geneformer/data/singlecell/sc_memmap.py`. + Expects train/test/val to be prior split by directory and processed by `sub-packages/bionemo-scdl/src/bionemo/scdl/scripts/convert_h5ad_to_scdl.py`. Attributes: data_dir (str): Directory where the data is stored. diff --git a/sub-packages/bionemo-geneformer/src/bionemo/geneformer/scripts/infer_geneformer.py b/sub-packages/bionemo-geneformer/src/bionemo/geneformer/scripts/infer_geneformer.py index ae7b0aaa7b..dc9f118140 100644 --- a/sub-packages/bionemo-geneformer/src/bionemo/geneformer/scripts/infer_geneformer.py +++ b/sub-packages/bionemo-geneformer/src/bionemo/geneformer/scripts/infer_geneformer.py @@ -49,6 +49,7 @@ def infer_model( num_dataset_workers: int = 0, prediction_interval: IntervalT = "epoch", config_class: Type[BioBertConfig] = GeneformerConfig, + include_unrecognized_vocab_in_dataset: bool = False, ) -> None: """Inference function (requires DDP and only training data that fits in memory).""" # create the directory to save the inference results @@ -56,7 +57,7 @@ def infer_model( # This is just used to get the tokenizer :( train_data_path: Path = ( - load("single_cell/testdata-20240506") / "cellxgene_2023-12-15_small" / "processed_data" / "train" + load("single_cell/testdata-20241203") / "cellxgene_2023-12-15_small_processed_scdl" / "train" ) # Setup the strategy and trainer @@ -120,6 +121,7 @@ def infer_model( persistent_workers=num_dataset_workers > 0, pin_memory=False, num_workers=num_dataset_workers, + include_unrecognized_vocab_in_dataset=include_unrecognized_vocab_in_dataset, ) config = config_class( seq_length=seq_length, @@ -162,13 +164,14 @@ def geneformer_infer_entrypoint(): num_nodes=args.num_nodes, num_dataset_workers=args.num_dataset_workers, config_class=args.config_class, + include_unrecognized_vocab_in_dataset=args.include_unrecognized_vocab_in_dataset, ) def get_parser(): """Return the cli parser for this tool.""" parser = argparse.ArgumentParser( - description="Infer sc_memmap processed single cell data with Geneformer from a checkpiont." + description="Infer processed single cell data in SCDL memmap format with Geneformer from a checkpoint." ) parser.add_argument( "--data-dir", @@ -248,6 +251,12 @@ def get_parser(): help="Micro-batch size. Global batch size is inferred from this.", ) + parser.add_argument( + "--include-unrecognized-vocab-in-dataset", + action="store_true", + help="If set to True, a hard-check is performed to verify all gene identifers are in the user supplied tokenizer vocab. Defaults to False which means any gene identifier not in the user supplied tokenizer vocab will be excluded.", + ) + # TODO consider whether nemo.run or some other method can simplify this config class lookup. config_class_options: Dict[str, Type[BioBertConfig]] = { "GeneformerConfig": GeneformerConfig, diff --git a/sub-packages/bionemo-geneformer/src/bionemo/geneformer/scripts/sc_memmap.py b/sub-packages/bionemo-geneformer/src/bionemo/geneformer/scripts/sc_memmap.py deleted file mode 100644 index 78933043a7..0000000000 --- a/sub-packages/bionemo-geneformer/src/bionemo/geneformer/scripts/sc_memmap.py +++ /dev/null @@ -1,324 +0,0 @@ -# SPDX-FileCopyrightText: Copyright (c) 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved. -# SPDX-License-Identifier: LicenseRef-Apache2 -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. - - -import argparse -import json -import os -from functools import partial -from multiprocessing import Lock, Manager, Pool -from pathlib import Path -from typing import Dict, List, Sequence - -import numpy as np -import pandas as pd -import scanpy -from tqdm import tqdm - - -GLOBAL_LOCK = Lock() - -__all__: Sequence[str] = ( - "create_metadata", - "calculate_running_sums", - "write_data", - "find_ann_data_files", -) - - -def create_metadata(file_path: Path, shared_dict: Dict[str, Dict[str, object]]) -> None: - """Extract a series of metadata values from `AnnData` required to process all files into memmaps. - - Note: it assumes var.feature_ids contains the gene symbols for each dataset and corresponds to the same order as the data.X columns. - - Args: - file_path (PosixPath): - Path to `AnnData` stored as *.h5ad. - shared_dict (Dict[str, Dict[str, object]]): - Dictionary to store the extracted metadata. - - Returns: - None: - If the file cannot be read or if the `data` object is None. - - """ - try: - data = scanpy.read_h5ad(file_path) - except Exception as e: - raise ValueError(f"Could not read {file_path}") from e - - if data is None: - return - - shape = data.shape - feature_ids = list(data.var.feature_id) - - if data.raw is not None: - X = data.raw.X - else: - X = data.X - - num_el = X.count_nonzero() # Count the number of non-zero elements in the sparse array, in total - # - metadata associated with each file - d = {"shape": shape, "feature_ids": feature_ids, "num_el": num_el, "file_path": str(file_path)} - - shared_dict[str(file_path)] = d - - -def calculate_running_sums(metadata): # noqa: D103 - num_el = 0 - cur_count = 0 - for k in metadata: - metadata[k]["running_el"] = num_el - metadata[k]["cur_count"] = cur_count - num_el += metadata[k]["num_el"] - cur_count += metadata[k]["shape"][0] - return metadata - - -def write_data( - file_path: Path, - obs_cols: list, - metadata: Dict[str, Dict[str, object]], - gene_data: np.ndarray, - gene_data_indices: np.ndarray, - gene_data_ptr: np.ndarray, - strict: bool = False, -) -> List[pd.DataFrame]: - """Writes `AnnData` into memmap. - - Args: - file_path (PosixPath): The path to the file. - obs_cols (List[str]): A list of columns to extract from each AnnData `obs` dataframe. - metadata (Dict[str, Dict[str, object]]): A dictionary containing metadata information - on number of elements, shape, and feature names. - gene_data (np.ndarray): The array to store gene data. - gene_data_indices (np.ndarray): The array to store gene data indices. - gene_data_ptr (np.ndarray): The array to store gene data pointers. - strict (bool): If True, only extract the columns specified in `obs_cols`. - - Returns: - List[pd.DataFrame]: The features extracted from the data. - """ - # - check if the file name exists in the metadata dictionary - if str(file_path) not in metadata: - return [] - - # Get the metadata for the file - meta = metadata[str(file_path)] - num_el = meta["num_el"] - running_el = meta["running_el"] - num_obs = meta["shape"][0] - cur_count = meta["cur_count"] - - try: - # - read the data from the file using scanpy - data = scanpy.read_h5ad(file_path) - except Exception: - print(f"couldn't read {file_path}") - return [] - - # - get the gene data from the data object - X = data.X if data.raw is None else data.raw.X # Use X if raw is not None, otherwise use raw - - # - store the gene data, indices, and pointers in the respective arrays - gene_data[running_el : running_el + num_el] = X.data # This is a flattened array with everything in it. - gene_data_indices[running_el : running_el + num_el] = X.indices.astype( - int - ) # these are flattened column indices eg [0, 1, 2, 0, 1, 3] for a 2x4 sparse matrix - gene_data_ptr[cur_count : cur_count + num_obs + 1] = X.indptr.astype(int) + int( - running_el - ) # These are mappings between row indices and ranges. eg [0, 3, 6] for a 2x4 sparse matrix - - # - extract the features from the data - # TODO: this doesnt work if obs_column doesnt have the right things in it. - if not strict: - new_obs_cols = list(set(data.obs.columns.tolist()) & set(obs_cols)) - features = data.obs[new_obs_cols] - else: - features = data.obs[obs_cols] - - # - flush the data arrays to disk - GLOBAL_LOCK.acquire() - gene_data.flush() - gene_data_ptr.flush() - gene_data_indices.flush() - GLOBAL_LOCK.release() - - return features - - -def find_ann_data_files(data_path: Path) -> List[Path]: - """Find all AnnData files with the extension '.h5ad' in the given data path and its subdirectories. - - Args: - data_path (str): The path to the directory containing the AnnData files. - - Returns: - List[str]: A list of file paths to the AnnData files. - """ - return sorted(data_path.rglob("*.h5ad")) - - -def main( - data_path: Path, - save_path: Path, - strict: bool, - num_proc: int, - use_mp: bool, - obs_cols: List[str], -) -> None: - if not save_path.exists(): - os.makedirs(save_path) - - file_paths = find_ann_data_files(data_path) - if len(file_paths) == 0: - raise ValueError(f"No files ending in .h5ad found in {data_path}, check your argument for data_path.") - - print(f"Found {len(file_paths)} files") - print("Starting to create memmap files...") - # - create metadata required to store data into memmap - - manager = Manager() - shared_dict = manager.dict() - metadata_path = save_path / "metadata.json" - if metadata_path.exists(): - print("Metadata already exists, loading...") - with open(metadata_path, "r") as fp: - metadata = json.load(fp) - else: - if use_mp: - with Pool(num_proc) as pool: - _ = list( - tqdm( - pool.imap(partial(create_metadata, shared_dict=shared_dict), file_paths), - desc="Creating metadata...", - total=len(file_paths), - ) - ) - else: - for file_path in tqdm(file_paths, desc="Creating metadata..."): - create_metadata(file_path, shared_dict) - - metadata = dict(shared_dict) - - for k, v in metadata.items(): - assert v["shape"][1] == len(v["feature_ids"]), f"feature names and shape mismatch for file {k}" - - with open(metadata_path, "w") as fp: - json.dump(metadata, fp) - - print("Done creating `metadata.json`") - - print(f"Writing data into memmaps to {save_path}...") - - # - calculate totals to initalize array sizes - total_el = sum([v["num_el"] for k, v in metadata.items()]) - num_samples = sum([v["shape"][0] for k, v in metadata.items()]) - gene_path = save_path - - # - init or append mode memmap files - gene_data = np.memmap( - gene_path / "gene_expression_data.npy", - dtype="float32", - mode="w+" if not os.path.exists(gene_path / "gene_expression_data.npy") else "r+", - shape=(total_el,), - ) - - gene_data_indices = np.memmap( - gene_path / "gene_expression_ind.npy", - dtype="int32", - mode="w+" if not os.path.exists(gene_path / "gene_expression_ind.npy") else "r+", - shape=(total_el,), - ) - - gene_data_ptr = np.memmap( - gene_path / "gene_expression_ptr.npy", - dtype="int64", - mode="w+" if not os.path.exists(gene_path / "gene_expression_ptr.npy") else "r+", - shape=(num_samples + 1,), - ) - - with open(save_path / "metadata.json", "rt") as rt: - metadata: dict = json.load(rt) - - # - start processing all files - metadata = calculate_running_sums(metadata) - - features = [] - for fp in tqdm(file_paths, desc="Merging AnnData into numpy memaps..."): - feature = write_data( - fp, - obs_cols=obs_cols, - metadata=metadata, - gene_data=gene_data, - gene_data_indices=gene_data_indices, - gene_data_ptr=gene_data_ptr, - strict=strict, - ) - features.append(feature) - - print("Saving dataframe ...") - df = pd.concat(features) - df.to_csv(save_path / "features.csv", index=False) - print("Done creating dataset ...") - - -def main_cli(): - parser = argparse.ArgumentParser("Converts a series of AnnData objects into a memmap format") - parser.add_argument("--save-path", "--sp", type=str, default="./", help="save path to save memmap files") - parser.add_argument("--data-path", "--dp", type=str, default="./data", help="path to the data") - parser.add_argument("--use-mp", "-mp", action="store_true", help="use multiprocessing") - parser.add_argument( - "--strict-metadata", - "-strict", - dest="strict", - action="store_true", - help="Fails if any of the columns in obs_cols are not present in the AnnData object.", - ) - parser.add_argument( - "--num-workers", "--nw", type=int, default=12, help="number of workers to use for multi-processing" - ) - parser.add_argument( - "--obs-cols", - nargs="+", - default=[ - "suspension_type", - "is_primary_data", - "cell_type", - "assay", - "disease", - "tissue_general", - "sex", - "tissue", - "self_reported_ethnicity", - "development_stage", - ], - help="series of columns to extract from each AnnData `obs` dataframe", - ) - # - XXX: obs-cols argument can be turned into a txt file input if the list is long - args = parser.parse_args() - main( - data_path=Path(args.data_path), - save_path=Path(args.save_path), - strict=args.strict, - num_proc=args.num_workers, - use_mp=args.use_mp, - obs_cols=args.obs_cols, - ) - - -if __name__ == "__main__": - main_cli() diff --git a/sub-packages/bionemo-geneformer/src/bionemo/geneformer/scripts/train_geneformer.py b/sub-packages/bionemo-geneformer/src/bionemo/geneformer/scripts/train_geneformer.py index b4dad05ac3..34b34e59e3 100644 --- a/sub-packages/bionemo-geneformer/src/bionemo/geneformer/scripts/train_geneformer.py +++ b/sub-packages/bionemo-geneformer/src/bionemo/geneformer/scripts/train_geneformer.py @@ -97,6 +97,7 @@ def main( gc_interval: int = 0, aligned_megatron_ddp: bool = False, recompilation_check: bool = False, + include_unrecognized_vocab_in_dataset: bool = False, # TODO add datamodule class, and ability to change data step to get full support for pretraining workflows ) -> None: """Train a Geneformer model on single cell data. @@ -155,6 +156,7 @@ def main( good for clusters. This will likely slow down single node runs though. recompilation_check (bool): enable a recompilation check (only do on a small run) to verify that fused gpu kernels are not being regularly recompiled, which is very expensive, with a particular model/settings. + include_unrecognized_vocab_in_dataset (bool): If set to True, a hard-check is performed to verify all gene identifers are in the user supplied tokenizer vocab. Defaults to False which means any gene identifier not in the user supplied tokenizer vocab will be excluded.. """ # Create the result directory if it does not exist. if wandb_tags is None: @@ -279,6 +281,7 @@ def main( persistent_workers=num_dataset_workers > 0, pin_memory=False, num_workers=num_dataset_workers, + include_unrecognized_vocab_in_dataset=include_unrecognized_vocab_in_dataset, ) geneformer_config = config_class( num_layers=num_layers, @@ -423,6 +426,11 @@ def get_parser(): default=0.01, help="Fraction of steps in which to ramp up the learning rate. Default is 0.01.", ) + parser.add_argument( + "--include-unrecognized-vocab-in-dataset", + action="store_true", + help="If set to true, a hard-check is performed to verify all gene identifers are in the user supplied tokenizer vocab. Defaults to False which means any gene identifier not in the user supplied tokenizer vocab will be excluded.", + ) parser.add_argument( "--cosine-hold-frac", type=float, @@ -685,6 +693,7 @@ def entrypoint(): gc_interval=args.gc_interval, aligned_megatron_ddp=args.aligned_megatron_ddp, recompilation_check=args.recompilation_check, + include_unrecognized_vocab_in_dataset=args.include_unrecognized_vocab_in_dataset, ) diff --git a/sub-packages/bionemo-geneformer/tests/bionemo/geneformer/conftest.py b/sub-packages/bionemo-geneformer/tests/bionemo/geneformer/conftest.py new file mode 100644 index 0000000000..1a0dc5f116 --- /dev/null +++ b/sub-packages/bionemo-geneformer/tests/bionemo/geneformer/conftest.py @@ -0,0 +1,51 @@ +# SPDX-FileCopyrightText: Copyright (c) 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved. +# SPDX-License-Identifier: LicenseRef-Apache2 +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + + +from pathlib import Path + +import pytest + +from bionemo.testing.data.load import load + + +@pytest.fixture +def test_directory() -> Path: + """Gets the path to the original synthetic single cell directory with test data (no feature ids). + + Returns: + A Path object that is the directory with specified test data. + """ + return load("scdl/sample") / "scdl_data" + + +@pytest.fixture +def test_directory_feat_ids() -> Path: + """Gets the path to the directory with the synthetic single cell data (with the feature ids appended). + + Returns: + A Path object that is the directory with specified test data. + """ + return load("scdl/sample_scdl_feature_ids") / "scdl_data_with_feature_ids" + + +@pytest.fixture +def cellx_small_directory() -> Path: + """Gets the path to the directory with with cellx small dataset in Single Cell Memmap format. + + Returns: + A Path object that is the directory with the specified test data. + """ + return load("single_cell/testdata-20241203") / "cellxgene_2023-12-15_small_processed_scdl" diff --git a/sub-packages/bionemo-geneformer/tests/bionemo/geneformer/scripts/test_pydantic_train.py b/sub-packages/bionemo-geneformer/tests/bionemo/geneformer/scripts/test_pydantic_train.py index ab7584e23b..ed22da5f6c 100644 --- a/sub-packages/bionemo-geneformer/tests/bionemo/geneformer/scripts/test_pydantic_train.py +++ b/sub-packages/bionemo-geneformer/tests/bionemo/geneformer/scripts/test_pydantic_train.py @@ -18,15 +18,22 @@ import subprocess from pathlib import Path +import pytest from lightning.fabric.plugins.environments.lightning import find_free_network_port from bionemo.core.data.load import load -data_path: Path = load("single_cell/testdata-20240506") / "cellxgene_2023-12-15_small" / "processed_data" +@pytest.fixture +def data_path() -> Path: + """Gets the path to the directory with with cellx small dataset in Single Cell Memmap format. + Returns: + A Path object that is the directory with the specified test data. + """ + return load("single_cell/testdata-20241203") / "cellxgene_2023-12-15_small_processed_scdl" -def test_bionemo2_rootdir(): +def test_bionemo2_rootdir(data_path): data_error_str = ( "Please download test data with:\n" "`python scripts/download_artifacts.py --models all --model_dir ./models --data all --data_dir ./ --verbose --source pbss`" @@ -35,9 +42,8 @@ def test_bionemo2_rootdir(): assert data_path.is_dir(), f"Test data directory is supposed to be a directory.\n{data_error_str}" -def test_pretrain_cli_from_ckpt(tmpdir): +def test_pretrain_cli_from_ckpt(tmpdir, data_path): # Same as test_pretrain, but includes a checkpoint to initialize from. - data_path: Path = load("single_cell/testdata-20240506") / "cellxgene_2023-12-15_small" / "processed_data" result_dir = Path(tmpdir.mkdir("results")) open_port = find_free_network_port() @@ -77,9 +83,9 @@ def test_pretrain_cli_from_ckpt(tmpdir): assert (result_dir / "test-experiment").exists(), "Could not find test experiment directory." -def test_pretrain_cli(tmpdir): +def test_pretrain_cli(tmpdir, data_path): """trains from scratch""" - data_path: Path = load("single_cell/testdata-20240506") / "cellxgene_2023-12-15_small" / "processed_data" + # data_path: Path = load("single_cell/testdata-20240506") / "cellxgene_2023-12-15_small" / "processed_data" result_dir = Path(tmpdir.mkdir("results")) open_port = find_free_network_port() @@ -117,9 +123,9 @@ def test_pretrain_cli(tmpdir): assert (result_dir / "test-experiment").exists(), "Could not find test experiment directory." -def test_finetune_cli(tmpdir): +def test_finetune_cli(tmpdir, data_path): """Uses CLI to invoke the entrypoint""" - data_path: Path = load("single_cell/testdata-20240506") / "cellxgene_2023-12-15_small" / "processed_data" + # data_path: Path = load("single_cell/testdata-20240506") / "cellxgene_2023-12-15_small" / "processed_data" result_dir = Path(tmpdir.mkdir("results")) checkpoint_path: Path = load("geneformer/10M_240530:2.0") diff --git a/sub-packages/bionemo-geneformer/tests/bionemo/geneformer/scripts/test_train_geneformer.py b/sub-packages/bionemo-geneformer/tests/bionemo/geneformer/scripts/test_train_geneformer.py index 80e0d900cc..f471b77ea4 100644 --- a/sub-packages/bionemo-geneformer/tests/bionemo/geneformer/scripts/test_train_geneformer.py +++ b/sub-packages/bionemo-geneformer/tests/bionemo/geneformer/scripts/test_train_geneformer.py @@ -29,18 +29,23 @@ from bionemo.testing import megatron_parallel_state_utils -data_path: Path = load("single_cell/testdata-20240506") / "cellxgene_2023-12-15_small" / "processed_data" +@pytest.fixture +def data_path() -> Path: + """Gets the path to the directory with with cellx small dataset in Single Cell Memmap format. + Returns: + A Path object that is the directory with the specified test data. + """ + return load("single_cell/testdata-20241203") / "cellxgene_2023-12-15_small_processed_scdl" -def test_bionemo2_rootdir(): +def test_bionemo2_rootdir(data_path): assert data_path.exists(), "Could not find test data directory." assert data_path.is_dir(), "Test data directory is supposed to be a directory." @pytest.mark.parametrize("limit_val_batches", [0.0, 1]) -def test_val_dataloader_in_main_runs_with_limit_val_batches(tmpdir, limit_val_batches: float): +def test_val_dataloader_in_main_runs_with_limit_val_batches(tmpdir, data_path, limit_val_batches: float): result_dir = Path(tmpdir.mkdir("results")) - with megatron_parallel_state_utils.distributed_model_parallel_state(): main( data_dir=data_path, @@ -86,7 +91,39 @@ def test_val_dataloader_in_main_runs_with_limit_val_batches(tmpdir, limit_val_ba ).is_file(), "Could not find experiment log." -def test_pretrain_cli(tmpdir): +def test_throws_tok_not_in_vocab_error(tmpdir, data_path): + result_dir = Path(tmpdir.mkdir("results")) + with pytest.raises(ValueError) as error_info: + with megatron_parallel_state_utils.distributed_model_parallel_state(): + main( + data_dir=data_path, + num_nodes=1, + devices=1, + seq_length=128, + result_dir=result_dir, + wandb_project=None, + wandb_offline=True, + num_steps=55, + limit_val_batches=1, + val_check_interval=1, + num_dataset_workers=0, + biobert_spec_option=BiobertSpecOption.bert_layer_local_spec, + lr=1e-4, + micro_batch_size=2, + accumulate_grad_batches=2, + cosine_rampup_frac=0.01, + cosine_hold_frac=0.01, + precision="bf16-mixed", + experiment_name="test_experiment", + resume_if_exists=False, + create_tensorboard_logger=False, + include_unrecognized_vocab_in_dataset=True, + ) + + assert "not in the tokenizer vocab." in str(error_info.value) + + +def test_pretrain_cli(tmpdir, data_path): result_dir = Path(tmpdir.mkdir("results")) open_port = find_free_network_port() # NOTE: if you need to change the following command, please update the README.md example. diff --git a/sub-packages/bionemo-geneformer/tests/bionemo/geneformer/test_dataset.py b/sub-packages/bionemo-geneformer/tests/bionemo/geneformer/test_dataset.py new file mode 100644 index 0000000000..baf0eb3699 --- /dev/null +++ b/sub-packages/bionemo-geneformer/tests/bionemo/geneformer/test_dataset.py @@ -0,0 +1,583 @@ +# SPDX-FileCopyrightText: Copyright (c) 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved. +# SPDX-License-Identifier: LicenseRef-Apache2 +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. + + +# SPDX-FileCopyrightText: Copyright (c) 2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved. +# SPDX-License-Identifier: LicenseRef-NvidiaProprietary +# +# NVIDIA CORPORATION, its affiliates and licensors retain all intellectual +# property and proprietary rights in and to this material, related +# documentation and any modifications thereto. Any use, reproduction, +# disclosure or distribution of this material and related documentation +# without an express license agreement from NVIDIA CORPORATION or +# its affiliates is strictly prohibited. + +from unittest.mock import MagicMock + +import anndata as ad +import numpy as np +import pytest +import torch +from nemo.utils import logging + +from bionemo.core.data.multi_epoch_dataset import EpochIndex +from bionemo.core.utils import random_utils +from bionemo.geneformer.data.singlecell.dataset import SingleCellDataset +from bionemo.geneformer.data.singlecell.preprocess import GeneformerPreprocess +from bionemo.scdl.io.single_cell_memmap_dataset import SingleCellMemMapDataset +from bionemo.testing.megatron_dataset_compatibility import assert_dataset_elements_not_equal + + +def test_load_sc_datasets(tmp_path, test_directory_feat_ids): + tokenizer = MagicMock() + sc_memmap_dataset_path0 = tmp_path / "test_data_0" + ds_0 = SingleCellMemMapDataset( + sc_memmap_dataset_path0, h5ad_path=test_directory_feat_ids / "adata_sample0.h5ad" + ) # create the memmap dataset format from h5ad for testing purposes + dataset0 = SingleCellDataset(sc_memmap_dataset_path0, tokenizer) + assert len(dataset0) == len(ds_0) == 8 + sc_memmap_dataset_path1 = tmp_path / "test_data_1" + ds_1 = SingleCellMemMapDataset( + sc_memmap_dataset_path1, h5ad_path=test_directory_feat_ids / "adata_sample1.h5ad" + ) # create the memmap dataset format from h5ad for testing purposes + dataset1 = SingleCellDataset(sc_memmap_dataset_path1, tokenizer) + assert len(dataset1) == len(ds_1) == 6 + sc_memmap_dataset_path2 = tmp_path / "test_data_2" + ds_2 = SingleCellMemMapDataset( + sc_memmap_dataset_path2, h5ad_path=test_directory_feat_ids / "adata_sample2.h5ad" + ) # create the memmap dataset format from h5ad for testing purposes + dataset2 = SingleCellDataset(sc_memmap_dataset_path2, tokenizer) + assert len(dataset2) == len(ds_2) == 100 + + +def test_gene_not_in_tok_vocab(tmp_path, test_directory_feat_ids): + sc_memmap_dataset_path0 = tmp_path / "test_data_0_sc_memmap" + sc_h5ad_dataset_path0 = tmp_path / "test_data_0.h5ad" + + adata = ad.read_h5ad(test_directory_feat_ids / "adata_sample0.h5ad") + synthetic_ids = [ + "ENSG00000243485", + "ENSG00000186092", + "ENSG00000238009", + "ENSG00000239945", + "ENSG00000241860", + "ENSG00000241599", + "ENSG00000286448", + "ENSG00000236601", + "ENSG00000235146", + "ENSG00000229905", + ] + adata.var["feature_id"] = synthetic_ids + adata.write(sc_h5ad_dataset_path0) + SingleCellMemMapDataset( + sc_memmap_dataset_path0, h5ad_path=sc_h5ad_dataset_path0 + ) # create the memmap dataset format from h5ad for testing purposes + preprocessor = GeneformerPreprocess( + download_directory=sc_memmap_dataset_path0, + medians_file_path=sc_memmap_dataset_path0 / "medians.json", + tokenizer_vocab_path=sc_memmap_dataset_path0 / "geneformer.vocab", + ) + match preprocessor.preprocess(): + case {"tokenizer": tokenizer, "median_dict": median_dict}: + logging.info("*************** Preprocessing Finished ************") + case _: + logging.error("Preprocessing failed.") + + dataset0 = SingleCellDataset( + sc_memmap_dataset_path0, tokenizer, median_dict=median_dict, include_unrecognized_vocab_in_dataset=True + ) # type: ignore + index = EpochIndex(epoch=0, idx=3) + with pytest.raises(ValueError) as error_info: + dataset0.__getitem__(index) + assert "not in the tokenizer vocab." in str(error_info.value) + dataset0 = SingleCellDataset( + sc_memmap_dataset_path0, + tokenizer, + median_dict=median_dict, + ) # type: ignore + + item = dataset0.__getitem__(index) + assert np.array(item["text"].tolist()) == [0] + + +def test_empty_gene_data_input(tmp_path, test_directory_feat_ids): + sc_memmap_dataset_path0 = tmp_path / "test_data_0" + SingleCellMemMapDataset( + sc_memmap_dataset_path0, h5ad_path=test_directory_feat_ids / "adata_sample0.h5ad" + ) # create the memmap dataset format from h5ad for testing purposes + preprocessor = GeneformerPreprocess( + download_directory=sc_memmap_dataset_path0, + medians_file_path=sc_memmap_dataset_path0 / "medians.json", + tokenizer_vocab_path=sc_memmap_dataset_path0 / "geneformer.vocab", + ) + match preprocessor.preprocess(): + case {"tokenizer": tokenizer, "median_dict": median_dict}: + logging.info("*************** Preprocessing Finished ************") + case _: + logging.error("Preprocessing failed.") + dataset0 = SingleCellDataset(sc_memmap_dataset_path0, tokenizer, median_dict=median_dict) # type: ignore + index = EpochIndex(epoch=0, idx=1) + with pytest.raises(ValueError) as error_info: + dataset0.__getitem__(index) + assert ( + "SingleCellMemap data provided is invalid; the gene expression data parsed for the specified index is empty." + == str(error_info.value) + ) + + +def test_lookup_row(tmp_path, cellx_small_directory): + tokenizer = MagicMock() + dataset = SingleCellDataset(tmp_path / cellx_small_directory / "val", tokenizer) + values, feature_ids = dataset.scdl.get_row(0, return_features=True, feature_vars=["feature_id"]) + gene_data, col_idxs = values[0], values[1] + assert len(gene_data) == 440 + assert len(col_idxs) == 440 + assert len(feature_ids[0]) == 60664 + + values, feature_ids = dataset.scdl.get_row(len(dataset) - 1, return_features=True, feature_vars=["feature_id"]) + gene_data, col_idxs = values[0], values[1] + assert len(gene_data) == 1147 + assert len(col_idxs) == 1147 + assert len(feature_ids[0]) == 60664 + + +def test_get_item_synthetic(tmp_path, test_directory_feat_ids): + sc_memmap_dataset_path0 = tmp_path / "test_data_0" + SingleCellMemMapDataset( + sc_memmap_dataset_path0, h5ad_path=test_directory_feat_ids / "adata_sample0.h5ad" + ) # create the memmap dataset format from h5ad for testing purposes + preprocessor = GeneformerPreprocess( + download_directory=sc_memmap_dataset_path0, + medians_file_path=sc_memmap_dataset_path0 / "medians.json", + tokenizer_vocab_path=sc_memmap_dataset_path0 / "geneformer.vocab", + ) + match preprocessor.preprocess(): + case {"tokenizer": tokenizer, "median_dict": median_dict}: + logging.info("*************** Preprocessing Finished ************") + case _: + logging.error("Preprocessing failed.") + dataset0 = SingleCellDataset( + sc_memmap_dataset_path0, + tokenizer, + median_dict=median_dict, + mask_token_prob=0, + mask_prob=0, + random_token_prob=0, + ) # type: ignore + index = EpochIndex(epoch=0, idx=0) + item = dataset0.__getitem__(index) + assert np.all(np.array(item["text"]) == np.array([0, 10])) + assert np.all(np.array(item["types"]) == np.array([0, 0])) + assert np.all(np.array(item["attention_mask"]) == np.array([1, 1])) + assert np.all(np.array(item["labels"]) == np.array([-1, -100])) + assert np.all(np.array(item["loss_mask"]) == np.array([False, False])) + assert np.all(np.array(item["is_random"]) == np.array([0, 0])) + + +def test_GeneformerDataset_changes_with_epoch(tmp_path, cellx_small_directory): + preprocessor = GeneformerPreprocess( + download_directory=tmp_path / cellx_small_directory / "val", + medians_file_path=tmp_path / cellx_small_directory / "val" / "medians.json", + tokenizer_vocab_path=tmp_path / cellx_small_directory / "val" / "geneformer.vocab", + ) + match preprocessor.preprocess(): + case {"tokenizer": tokenizer, "median_dict": median_dict}: + logging.info("*************** Preprocessing Finished ************") + case _: + logging.error("Preprocessing failed.") + genformer_ds = SingleCellDataset( + tmp_path / cellx_small_directory / "val", + tokenizer, # type: ignore + median_dict=median_dict, # type: ignore + ) # type: ignore + + index_0 = EpochIndex(epoch=0, idx=0) + index_1 = EpochIndex(epoch=1, idx=0) + + # Tests megatron validity (subsequent calls to the same index produce the same result) and epoch non-determinism + assert_dataset_elements_not_equal(genformer_ds, index_0, index_1) + + +def test_get_item_cellx(tmp_path, cellx_small_directory): + preprocessor = GeneformerPreprocess( + download_directory=tmp_path / cellx_small_directory / "val", + medians_file_path=tmp_path / cellx_small_directory / "val" / "medians.json", + tokenizer_vocab_path=tmp_path / cellx_small_directory / "val" / "geneformer.vocab", + ) + match preprocessor.preprocess(): + case {"tokenizer": tokenizer, "median_dict": median_dict}: + logging.info("*************** Preprocessing Finished ************") + case _: + logging.error("Preprocessing failed.") + ds = SingleCellDataset( + tmp_path / cellx_small_directory / "val", + tokenizer, # type: ignore + median_dict=median_dict, # type: ignore + mask_prob=0, + mask_token_prob=0, + random_token_prob=0, + ) # type: ignore + index = EpochIndex(epoch=0, idx=2) + item = ds.__getitem__(index) + expected_output_first = np.array( + [ + 0, + 20502, + 15942, + 8191, + 2701, + 16227, + 8932, + 14368, + 5209, + 11346, + 10122, + 8806, + 530, + 8016, + 7788, + 6755, + 10695, + 5767, + 12231, + 3813, + 8639, + 11447, + 17704, + 20034, + 16715, + 3141, + 12632, + 18986, + 8715, + 16351, + 11897, + 3672, + 3364, + 2453, + 3833, + 6925, + 12089, + 6396, + 257, + 3951, + 14400, + 9758, + 6860, + 6267, + 467, + 11899, + 5070, + 8870, + 3974, + 3084, + 10804, + 2187, + 2346, + 17722, + 11845, + 11551, + 16387, + 12822, + 18577, + 10201, + 1955, + 2744, + 10991, + 11911, + 7822, + 20491, + 1078, + 2552, + 12177, + 6716, + 9503, + 10404, + 12220, + 8298, + 8471, + 4092, + 6885, + 2386, + 16454, + 5641, + 8417, + 12754, + 18000, + 154, + 15484, + 8458, + 2964, + 4217, + 469, + 3058, + 19800, + 5816, + 8309, + 17681, + 16909, + 9566, + 18037, + 17578, + 1634, + 11592, + ] + ) + expected_output_last = np.array( + [ + 4502, + 1145, + 12212, + 3667, + 14669, + 811, + 8670, + 2291, + 1986, + 10551, + 4544, + 15361, + 7906, + 12532, + 4719, + 1336, + 12062, + 16414, + 3438, + 12258, + 10295, + 3008, + 14606, + 19632, + 12418, + 12655, + 12185, + 235, + 12018, + 7505, + 11927, + 653, + 887, + 12533, + 1686, + 7289, + 103, + 17298, + 5611, + 20504, + 6552, + 8305, + 1436, + 4883, + 5578, + 708, + 20343, + 4390, + 6241, + 2563, + 16300, + 20888, + 1873, + 10956, + 4491, + 9515, + 2403, + 6269, + 14978, + 4828, + 12412, + 16728, + 9665, + 5084, + 3781, + 6255, + 8568, + 14059, + 6564, + 1629, + 758, + 14814, + 9749, + 15807, + 17317, + 6657, + 3829, + 7196, + 7329, + 2347, + 4812, + 1052, + 3615, + 13011, + 12175, + 10948, + 611, + 13008, + 8255, + 13747, + 8519, + 4764, + 13814, + 10324, + 14631, + 6182, + 7248, + 16740, + 6386, + 11411, + ] + ) + assert all(np.array(item["text"][:100]) == expected_output_first) + assert all(np.array(item["text"][-100:]) == expected_output_last) + assert np.array(item["labels"])[0] == -1 + assert np.all(np.array(item["labels"][1:]) == -100) + + +def test_dataset_process_item(): + tokenizer = MagicMock() + + tokenizer.pad_token = "pad" + tokenizer.cls_token = "cls" + tokenizer.mask_token = "mask" + tokenizer.ukw_token = "ukn" + tokenizer.gene_tok_to_ens = lambda x: x + tokenizer.mask_token_id = 6 + + # Need this to mock the underlying dictionary behavior with arbitrary keys + class gene_to_ens: + @staticmethod + def get(x, other): + return x + + tokenizer.gene_to_ens = gene_to_ens + tokenizer.vocab = {"GENE0": 1, "GENE1": 2, "GENE2": 3, "ukn": 7, "mask": 6, "cls": 5, "pad": 4} + + def tok_to_id(tok): + if tok == tokenizer.pad_token: + return 4 + if tok == tokenizer.cls_token: + return 5 + if tok == tokenizer.mask_token: + return 6 + if tok == tokenizer.ukw_token: + return 7 + if tok == "GENE0": + return 1 + if tok == "GENE1": + return 2 + if tok == "GENE2": + return 3 + + tokenizer.token_to_id = tok_to_id + # Create a sample input item + input_item = { + "expression": np.array([1, 2, 3]), + "indices": np.array([0, 1, 2]), + "metadata": np.array([f"GENE{i}" for i in range(3)]), + } + + # Process the input item + from bionemo.geneformer.data.singlecell.dataset import process_item + + seed = 42 + rng = np.random.default_rng(seed) + seed = random_utils.get_seed_from_rng(rng) + idx = 0 + rng = np.random.default_rng([seed, idx]) + + processed_item = process_item( + input_item["expression"], + input_item["indices"], + input_item["metadata"], + tokenizer, + gene_median={"GENE0": 1, "GENE1": 1, "GENE2": 1}, + max_len=5, + mask_prob=0, + rng=rng, + ) + assert all(processed_item["text"] == torch.tensor([5, 3, 2, 1])) # CLS, 1, 2, 3, but in reverse order + # The following is used as 'attention_mask' in NeMo, so it's probably the opposite of what you think it should be. + assert all(processed_item["attention_mask"] == torch.tensor([1, 1, 1, 1])) # this is all 1s + + ###### Check median rank norm, sorts in ascending order. ###### + + # 1/6/1=1/6 , 2/3/6 =2/18=1/9, 3/6/6 =3/36=1/12 => 3, 2, 1 + processed_item = process_item( + input_item["expression"], + input_item["indices"], + input_item["metadata"], + tokenizer, + gene_median={"GENE0": 1, "GENE1": 3, "GENE2": 6}, + max_len=4, + mask_prob=0, + target_sum=1, + rng=rng, + ) + assert all(processed_item["text"] == torch.tensor([5, 1, 2, 3])) + + # Checks median norm, should change the order due to medians. + # 1/6/.5=1/3, 2/6/1=2/6=1/3, 3/6/2=3/12=1/4 + processed_item = process_item( + input_item["expression"], + input_item["indices"], + input_item["metadata"], + tokenizer, + gene_median={"GENE0": 0.5, "GENE1": 1, "GENE2": 2}, + max_len=4, + mask_prob=0, + target_sum=1, + rng=rng, + ) + assert all(processed_item["text"] == torch.tensor([5, 1, 2, 3])) + + # Masking - test that no special tokens are masked, all when 100, none when 0 + processed_item = process_item( + input_item["expression"], + input_item["indices"], + input_item["metadata"], + tokenizer, + gene_median={"GENE0": 1, "GENE1": 1, "GENE2": 1}, + random_token_prob=0, + max_len=5, + mask_prob=1.0, + mask_token_prob=1.0, + target_sum=1, + rng=rng, + ) + # NOTE: we need to set masked tokens to MASK so that they are decoded. + assert all(processed_item["text"] == torch.tensor([5, 6, 6, 6])) # CLS, MASK, MASK, MASK + # NOTE: MASKed tokens are the only ones used by loss + assert all(processed_item["loss_mask"] == torch.tensor([False, True, True, True])) # NO, MASK, MASK, MASK, NO + # the ARBITRARY labels should be ignored due to loss mask. + assert all(processed_item["labels"] == torch.tensor([-1, 3, 2, 1])) # ARBITRARY, 3, 2, 1, ARBITRARY + assert all(processed_item["is_random"] == 0) # For now we don't support random masking. + + # checks sequence is truncated for a long sequence + processed_item = process_item( + input_item["expression"], + input_item["indices"], + input_item["metadata"], + tokenizer, + gene_median={"GENE0": 1, "GENE1": 1, "GENE2": 1}, + max_len=3, + mask_prob=0, + target_sum=1, + rng=rng, + ) + # Randomly permutes the other values, no fixed order + assert processed_item["text"][0] == torch.tensor([5]) + # Truncate to exactly three items + assert len(processed_item["text"]) == 3 + assert all(processed_item["loss_mask"] == torch.tensor([False, False, False])) # No mask applied diff --git a/sub-packages/bionemo-geneformer/tests/bionemo/geneformer/test_model.py b/sub-packages/bionemo-geneformer/tests/bionemo/geneformer/test_model.py index d679eeb023..633abec582 100644 --- a/sub-packages/bionemo-geneformer/tests/bionemo/geneformer/test_model.py +++ b/sub-packages/bionemo-geneformer/tests/bionemo/geneformer/test_model.py @@ -65,7 +65,7 @@ nemo2_release_checkpoint_path: Path = load("geneformer/10M_240530:2.0") nemo_1_per_layer_outputs_path: Path = load("single_cell/nemo1-geneformer-per-layer-outputs") nemo_1_expected_values_path: Path = load("single_cell/nemo1-geneformer-golden-vals") -data_path: Path = load("single_cell/testdata-20240506") / "cellxgene_2023-12-15_small" / "processed_data" +data_path: Path = load("single_cell/testdata-20241203") / "cellxgene_2023-12-15_small_processed_scdl" CELLS_FOR_TEST: List[List[str]] = [ diff --git a/sub-packages/bionemo-geneformer/tests/bionemo/geneformer/test_stop_and_go.py b/sub-packages/bionemo-geneformer/tests/bionemo/geneformer/test_stop_and_go.py index 07f91f6160..7be7abfce1 100644 --- a/sub-packages/bionemo-geneformer/tests/bionemo/geneformer/test_stop_and_go.py +++ b/sub-packages/bionemo-geneformer/tests/bionemo/geneformer/test_stop_and_go.py @@ -46,7 +46,7 @@ from bionemo.testing.harnesses.mode import Mode -DATA_PATH: pathlib.Path = load("single_cell/testdata-20240506") / "cellxgene_2023-12-15_small" / "processed_data" +DATA_PATH: pathlib.Path = load("single_cell/testdata-20241203") / "cellxgene_2023-12-15_small_processed_scdl" MODEL_PRECISION: Literal["bf16-mixed"] = "bf16-mixed" SEQ_LEN: int = 1024 diff --git a/sub-packages/bionemo-scdl/tests/bionemo/scdl/conftest.py b/sub-packages/bionemo-scdl/tests/bionemo/scdl/conftest.py index 0c128e76e2..8a90f3b049 100644 --- a/sub-packages/bionemo-scdl/tests/bionemo/scdl/conftest.py +++ b/sub-packages/bionemo-scdl/tests/bionemo/scdl/conftest.py @@ -29,7 +29,8 @@ def test_directory() -> Path: Returns: A Path object that is the directory with test data. """ - return load("scdl/sample") / "scdl_data" + # return load("scdl/sample") / "scdl_data" + return load("scdl/sample_scdl_feature_ids", source="pbss") / "scdl_data_with_feature_ids" @pytest.fixture diff --git a/tach.toml b/tach.toml index 1a09b9b94f..8bb10ef323 100644 --- a/tach.toml +++ b/tach.toml @@ -59,6 +59,7 @@ path = "bionemo.geneformer" depends_on = [ { path = "bionemo.core" }, { path = "bionemo.llm" }, + { path = "bionemo.scdl" }, ] [[modules]]