diff --git a/README.md b/README.md index 3d39ce82..621767c2 100644 --- a/README.md +++ b/README.md @@ -3,6 +3,7 @@ https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/astral-sh/ruff/main/assets/badge/v2.json)]( https://github.com/astral-sh/ruff) [![Checked with mypy](http://www.mypy-lang.org/static/mypy_badge.svg)](http://mypy-lang.org/) +[![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/IDEALLab/EngiOpt/blob/main/example_easy_model.ipynb) # EngiOpt diff --git a/engiopt/.DS_Store b/engiopt/.DS_Store new file mode 100644 index 00000000..716392b4 Binary files /dev/null and b/engiopt/.DS_Store differ diff --git a/engiopt/cgan_1d/cgan_1d.py b/engiopt/cgan_1d/cgan_1d.py index 1f8c9c04..27257f4f 100644 --- a/engiopt/cgan_1d/cgan_1d.py +++ b/engiopt/cgan_1d/cgan_1d.py @@ -394,12 +394,13 @@ def sample_designs(n_designs: int) -> tuple[th.Tensor, th.Tensor]: th.save(ckpt_gen, "generator.pth") th.save(ckpt_disc, "discriminator.pth") - artifact_gen = wandb.Artifact(f"{args.problem_id}_{args.algo}_generator", type="model") - artifact_gen.add_file("generator.pth") - artifact_disc = wandb.Artifact(f"{args.problem_id}_{args.algo}_discriminator", type="model") - artifact_disc.add_file("discriminator.pth") - - wandb.log_artifact(artifact_gen, aliases=[f"seed_{args.seed}"]) - wandb.log_artifact(artifact_disc, aliases=[f"seed_{args.seed}"]) + if args.track: + artifact_gen = wandb.Artifact(f"{args.problem_id}_{args.algo}_generator", type="model") + artifact_gen.add_file("generator.pth") + artifact_disc = wandb.Artifact(f"{args.problem_id}_{args.algo}_discriminator", type="model") + artifact_disc.add_file("discriminator.pth") + + wandb.log_artifact(artifact_gen, aliases=[f"seed_{args.seed}"]) + wandb.log_artifact(artifact_disc, aliases=[f"seed_{args.seed}"]) wandb.finish() diff --git a/engiopt/cgan_2d/cgan_2d.py b/engiopt/cgan_2d/cgan_2d.py index f7f755c8..afd4004e 100644 --- a/engiopt/cgan_2d/cgan_2d.py +++ b/engiopt/cgan_2d/cgan_2d.py @@ -313,12 +313,13 @@ def sample_designs(n_designs: int) -> tuple[th.Tensor, th.Tensor]: th.save(ckpt_gen, "generator.pth") th.save(ckpt_disc, "discriminator.pth") - artifact_gen = wandb.Artifact(f"{args.problem_id}_{args.algo}_generator", type="model") - artifact_gen.add_file("generator.pth") - artifact_disc = wandb.Artifact(f"{args.problem_id}_{args.algo}_discriminator", type="model") - artifact_disc.add_file("discriminator.pth") - - wandb.log_artifact(artifact_gen, aliases=[f"seed_{args.seed}"]) - wandb.log_artifact(artifact_disc, aliases=[f"seed_{args.seed}"]) + if args.track: + artifact_gen = wandb.Artifact(f"{args.problem_id}_{args.algo}_generator", type="model") + artifact_gen.add_file("generator.pth") + artifact_disc = wandb.Artifact(f"{args.problem_id}_{args.algo}_discriminator", type="model") + artifact_disc.add_file("discriminator.pth") + + wandb.log_artifact(artifact_gen, aliases=[f"seed_{args.seed}"]) + wandb.log_artifact(artifact_disc, aliases=[f"seed_{args.seed}"]) wandb.finish() diff --git a/engiopt/cgan_bezier/cgan_bezier.py b/engiopt/cgan_bezier/cgan_bezier.py index 166d72c3..91742ee8 100644 --- a/engiopt/cgan_bezier/cgan_bezier.py +++ b/engiopt/cgan_bezier/cgan_bezier.py @@ -636,13 +636,14 @@ def sample_designs(n_designs: int) -> tuple[th.Tensor, th.Tensor, th.Tensor]: th.save(ckpt_gen, "bezier_generator.pth") th.save(ckpt_disc, "bezier_discriminator.pth") - artifact_gen = wandb.Artifact(f"{args.problem_id}_{args.algo}_generator", type="model") - artifact_gen.add_file("bezier_generator.pth") - artifact_disc = wandb.Artifact(f"{args.problem_id}_{args.algo}_discriminator", type="model") - artifact_disc.add_file("bezier_discriminator.pth") + if args.track: + artifact_gen = wandb.Artifact(f"{args.problem_id}_{args.algo}_generator", type="model") + artifact_gen.add_file("bezier_generator.pth") + artifact_disc = wandb.Artifact(f"{args.problem_id}_{args.algo}_discriminator", type="model") + artifact_disc.add_file("bezier_discriminator.pth") - wandb.log_artifact(artifact_gen, aliases=[f"seed_{args.seed}"]) - wandb.log_artifact(artifact_disc, aliases=[f"seed_{args.seed}"]) + wandb.log_artifact(artifact_gen, aliases=[f"seed_{args.seed}"]) + wandb.log_artifact(artifact_disc, aliases=[f"seed_{args.seed}"]) if args.track: wandb.finish() diff --git a/engiopt/cgan_cnn_2d/cgan_cnn_2d.py b/engiopt/cgan_cnn_2d/cgan_cnn_2d.py index e184b871..a655c147 100644 --- a/engiopt/cgan_cnn_2d/cgan_cnn_2d.py +++ b/engiopt/cgan_cnn_2d/cgan_cnn_2d.py @@ -410,12 +410,13 @@ def sample_designs(n_designs: int) -> tuple[th.Tensor, th.Tensor]: th.save(ckpt_gen, "generator.pth") th.save(ckpt_disc, "discriminator.pth") - artifact_gen = wandb.Artifact(f"{args.problem_id}_{args.algo}_generator", type="model") - artifact_gen.add_file("generator.pth") - artifact_disc = wandb.Artifact(f"{args.problem_id}_{args.algo}_discriminator", type="model") - artifact_disc.add_file("discriminator.pth") - - wandb.log_artifact(artifact_gen, aliases=[f"seed_{args.seed}"]) - wandb.log_artifact(artifact_disc, aliases=[f"seed_{args.seed}"]) + if args.track: + artifact_gen = wandb.Artifact(f"{args.problem_id}_{args.algo}_generator", type="model") + artifact_gen.add_file("generator.pth") + artifact_disc = wandb.Artifact(f"{args.problem_id}_{args.algo}_discriminator", type="model") + artifact_disc.add_file("discriminator.pth") + + wandb.log_artifact(artifact_gen, aliases=[f"seed_{args.seed}"]) + wandb.log_artifact(artifact_disc, aliases=[f"seed_{args.seed}"]) wandb.finish() diff --git a/engiopt/diffusion_1d/diffusion_1d.py b/engiopt/diffusion_1d/diffusion_1d.py index a8961c38..de779db2 100644 --- a/engiopt/diffusion_1d/diffusion_1d.py +++ b/engiopt/diffusion_1d/diffusion_1d.py @@ -269,9 +269,10 @@ class Args: } th.save(ckpt, "model.pth") - artifact = wandb.Artifact(f"{args.problem_id}_{args.algo}_model", type="model") - artifact.add_file("model.pth") + if args.track: + artifact = wandb.Artifact(f"{args.problem_id}_{args.algo}_model", type="model") + artifact.add_file("model.pth") - wandb.log_artifact(artifact, aliases=[f"seed_{args.seed}"]) + wandb.log_artifact(artifact, aliases=[f"seed_{args.seed}"]) wandb.finish() diff --git a/engiopt/diffusion_2d_cond/diffusion_2d_cond.py b/engiopt/diffusion_2d_cond/diffusion_2d_cond.py index c5ee5871..9da594f9 100644 --- a/engiopt/diffusion_2d_cond/diffusion_2d_cond.py +++ b/engiopt/diffusion_2d_cond/diffusion_2d_cond.py @@ -437,9 +437,10 @@ def sample_designs(model: UNet2DConditionModel, n_designs: int = 25) -> tuple[th } th.save(ckpt_model, "model.pth") - artifact_model = wandb.Artifact(f"{args.problem_id}_{args.algo}_model", type="model") - artifact_model.add_file("model.pth") + if args.track: + artifact_model = wandb.Artifact(f"{args.problem_id}_{args.algo}_model", type="model") + artifact_model.add_file("model.pth") - wandb.log_artifact(artifact_model, aliases=[f"seed_{args.seed}"]) + wandb.log_artifact(artifact_model, aliases=[f"seed_{args.seed}"]) wandb.finish() diff --git a/engiopt/gan_1d/gan_1d.py b/engiopt/gan_1d/gan_1d.py index 20d15843..2ef472a9 100644 --- a/engiopt/gan_1d/gan_1d.py +++ b/engiopt/gan_1d/gan_1d.py @@ -334,12 +334,13 @@ def prepare_data(problem: Problem, device: th.device) -> tuple[th.utils.data.Ten th.save(ckpt_gen, "generator.pth") th.save(ckpt_disc, "discriminator.pth") - artifact_gen = wandb.Artifact(f"{args.problem_id}_{args.algo}_generator", type="model") - artifact_gen.add_file("generator.pth") - artifact_disc = wandb.Artifact(f"{args.problem_id}_{args.algo}_discriminator", type="model") - artifact_disc.add_file("discriminator.pth") - - wandb.log_artifact(artifact_gen, aliases=[f"seed_{args.seed}"]) - wandb.log_artifact(artifact_disc, aliases=[f"seed_{args.seed}"]) + if args.track: + artifact_gen = wandb.Artifact(f"{args.problem_id}_{args.algo}_generator", type="model") + artifact_gen.add_file("generator.pth") + artifact_disc = wandb.Artifact(f"{args.problem_id}_{args.algo}_discriminator", type="model") + artifact_disc.add_file("discriminator.pth") + + wandb.log_artifact(artifact_gen, aliases=[f"seed_{args.seed}"]) + wandb.log_artifact(artifact_disc, aliases=[f"seed_{args.seed}"]) wandb.finish() diff --git a/engiopt/gan_2d/gan_2d.py b/engiopt/gan_2d/gan_2d.py index 7d4fc495..42511257 100644 --- a/engiopt/gan_2d/gan_2d.py +++ b/engiopt/gan_2d/gan_2d.py @@ -272,12 +272,13 @@ def sample_designs(n_designs: int) -> th.Tensor: th.save(ckpt_gen, "generator.pth") th.save(ckpt_disc, "discriminator.pth") - artifact_gen = wandb.Artifact(f"{args.problem_id}_{args.algo}_generator", type="model") - artifact_gen.add_file("generator.pth") - artifact_disc = wandb.Artifact(f"{args.problem_id}_{args.algo}_discriminator", type="model") - artifact_disc.add_file("discriminator.pth") - - wandb.log_artifact(artifact_gen, aliases=[f"seed_{args.seed}"]) - wandb.log_artifact(artifact_disc, aliases=[f"seed_{args.seed}"]) + if args.track: + artifact_gen = wandb.Artifact(f"{args.problem_id}_{args.algo}_generator", type="model") + artifact_gen.add_file("generator.pth") + artifact_disc = wandb.Artifact(f"{args.problem_id}_{args.algo}_discriminator", type="model") + artifact_disc.add_file("discriminator.pth") + + wandb.log_artifact(artifact_gen, aliases=[f"seed_{args.seed}"]) + wandb.log_artifact(artifact_disc, aliases=[f"seed_{args.seed}"]) wandb.finish() diff --git a/engiopt/gan_bezier/gan_bezier.py b/engiopt/gan_bezier/gan_bezier.py index 8cb6087c..3a9d9fda 100644 --- a/engiopt/gan_bezier/gan_bezier.py +++ b/engiopt/gan_bezier/gan_bezier.py @@ -611,13 +611,14 @@ def prepare_data(problem, batch_size, device): th.save(ckpt_gen, "bezier_generator.pth") th.save(ckpt_disc, "bezier_discriminator.pth") - artifact_gen = wandb.Artifact(f"{args.problem_id}_{args.algo}_generator", type="model") - artifact_gen.add_file("bezier_generator.pth") - artifact_disc = wandb.Artifact(f"{args.problem_id}_{args.algo}_discriminator", type="model") - artifact_disc.add_file("bezier_discriminator.pth") + if args.track: + artifact_gen = wandb.Artifact(f"{args.problem_id}_{args.algo}_generator", type="model") + artifact_gen.add_file("bezier_generator.pth") + artifact_disc = wandb.Artifact(f"{args.problem_id}_{args.algo}_discriminator", type="model") + artifact_disc.add_file("bezier_discriminator.pth") - wandb.log_artifact(artifact_gen, aliases=[f"seed_{args.seed}"]) - wandb.log_artifact(artifact_disc, aliases=[f"seed_{args.seed}"]) + wandb.log_artifact(artifact_gen, aliases=[f"seed_{args.seed}"]) + wandb.log_artifact(artifact_disc, aliases=[f"seed_{args.seed}"]) if args.track: wandb.finish() diff --git a/engiopt/gan_cnn_2d/gan_cnn_2d.py b/engiopt/gan_cnn_2d/gan_cnn_2d.py index 42d763dd..d8202971 100644 --- a/engiopt/gan_cnn_2d/gan_cnn_2d.py +++ b/engiopt/gan_cnn_2d/gan_cnn_2d.py @@ -328,12 +328,13 @@ def sample_designs(n_designs: int) -> th.Tensor: th.save(ckpt_gen, "generator.pth") th.save(ckpt_disc, "discriminator.pth") - artifact_gen = wandb.Artifact(f"{args.problem_id}_{args.algo}_generator", type="model") - artifact_gen.add_file("generator.pth") - artifact_disc = wandb.Artifact(f"{args.problem_id}_{args.algo}_discriminator", type="model") - artifact_disc.add_file("discriminator.pth") - - wandb.log_artifact(artifact_gen, aliases=[f"seed_{args.seed}"]) - wandb.log_artifact(artifact_disc, aliases=[f"seed_{args.seed}"]) + if args.track: + artifact_gen = wandb.Artifact(f"{args.problem_id}_{args.algo}_generator", type="model") + artifact_gen.add_file("generator.pth") + artifact_disc = wandb.Artifact(f"{args.problem_id}_{args.algo}_discriminator", type="model") + artifact_disc.add_file("discriminator.pth") + + wandb.log_artifact(artifact_gen, aliases=[f"seed_{args.seed}"]) + wandb.log_artifact(artifact_disc, aliases=[f"seed_{args.seed}"]) wandb.finish() diff --git a/example_easy_model.ipynb b/example_easy_model.ipynb index 34d79cce..3547a16e 100644 --- a/example_easy_model.ipynb +++ b/example_easy_model.ipynb @@ -20,7 +20,27 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 25, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "env: USE_WANDB=False\n", + "False\n" + ] + } + ], + "source": [ + "# Change this if you want to use weights and biases dashboards and upload your results and models\n", + "%env USE_WANDB=False\n", + "!echo $USE_WANDB" + ] + }, + { + "cell_type": "code", + "execution_count": 2, "metadata": {}, "outputs": [ { @@ -132,8 +152,8 @@ "Requirement already satisfied: grapheme==0.6.0 in ./.venv/lib/python3.12/site-packages (from alive-progress->pymoo>=0.6->engiopt==0.0.1) (0.6.0)\n", "Requirement already satisfied: wrapt<2,>=1.10 in ./.venv/lib/python3.12/site-packages (from Deprecated->pymoo>=0.6->engiopt==0.0.1) (1.17.2)\n", "Collecting pyoptsparse@ git+https://github.com/mdolab/pyoptsparse#egg=7e862db49bbc8bde2b49dee686cce68c8d2ab9f0 (from engibench[all]->engiopt==0.0.1)\n", - " Cloning https://github.com/mdolab/pyoptsparse to /private/var/folders/fw/69hmbxm946l1xycg8w29nw0800l9gd/T/pip-install-4f4lbx4g/pyoptsparse_9565c1f5239e4be4ba95b961bad6a16b\n", - " Running command git clone --filter=blob:none --quiet https://github.com/mdolab/pyoptsparse /private/var/folders/fw/69hmbxm946l1xycg8w29nw0800l9gd/T/pip-install-4f4lbx4g/pyoptsparse_9565c1f5239e4be4ba95b961bad6a16b\n", + " Cloning https://github.com/mdolab/pyoptsparse to /private/var/folders/fw/69hmbxm946l1xycg8w29nw0800l9gd/T/pip-install-n0p_d8ih/pyoptsparse_8f3ed556909c4ec0ade4fcd0086d3f8e\n", + " Running command git clone --filter=blob:none --quiet https://github.com/mdolab/pyoptsparse /private/var/folders/fw/69hmbxm946l1xycg8w29nw0800l9gd/T/pip-install-n0p_d8ih/pyoptsparse_8f3ed556909c4ec0ade4fcd0086d3f8e\n", " Resolved https://github.com/mdolab/pyoptsparse to commit 9d417c740693dc706fef8ff2c064837fea04ec50\n", " Installing build dependencies ... \u001b[?25ldone\n", "\u001b[?25h Getting requirements to build wheel ... \u001b[?25ldone\n", @@ -182,8 +202,8 @@ "Requirement already satisfied: pure-eval in ./.venv/lib/python3.12/site-packages (from stack_data->ipython>=6.1.0->ipywidgets->ax-platform>=0.5->engiopt==0.0.1) (0.2.3)\n", "Building wheels for collected packages: engiopt\n", " Building editable for engiopt (pyproject.toml) ... \u001b[?25ldone\n", - "\u001b[?25h Created wheel for engiopt: filename=engiopt-0.0.1-0.editable-py3-none-any.whl size=16951 sha256=e4965504bc060e980d83d68261dd2df096c75c16d6b77f1ac941c9cf939fd33f\n", - " Stored in directory: /private/var/folders/fw/69hmbxm946l1xycg8w29nw0800l9gd/T/pip-ephem-wheel-cache-bkek85x6/wheels/b6/44/39/3c3f0715f4343d6ef24ce1d8f1606494f927246a0d3d312dcc\n", + "\u001b[?25h Created wheel for engiopt: filename=engiopt-0.0.1-0.editable-py3-none-any.whl size=16951 sha256=6b2b243c69e7c094c6e1886c5368a135200a244b56b30d9da266d882d01662a4\n", + " Stored in directory: /private/var/folders/fw/69hmbxm946l1xycg8w29nw0800l9gd/T/pip-ephem-wheel-cache-zwiuifgw/wheels/b6/44/39/3c3f0715f4343d6ef24ce1d8f1606494f927246a0d3d312dcc\n", "Successfully built engiopt\n", "Installing collected packages: engiopt\n", " Attempting uninstall: engiopt\n", @@ -241,16 +261,26 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Be sure to set the WANDB_API_KEY environment variable, you can go to [wandb](https://wandb.ai/site) to get your API key.\n" + "Be sure to set the WANDB_API_KEY environment variable if you want to use wandb, you can go to [wandb](https://wandb.ai/site) to get your API key.\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "True\n", + "\u001b[34m\u001b[1mwandb\u001b[0m: \u001b[33mWARNING\u001b[0m Using legacy-service, which is deprecated. If this is unintentional, you can fix it by ensuring you do not call `wandb.require('legacy-service')` and do not set the WANDB_X_REQUIRE_LEGACY_SERVICE environment variable.\n", + "\u001b[34m\u001b[1mwandb\u001b[0m: Currently logged in as: \u001b[33mflorian-felten\u001b[0m (\u001b[33mengibench\u001b[0m) to \u001b[32mhttps://api.wandb.ai\u001b[0m. Use \u001b[1m`wandb login --relogin`\u001b[0m to force relogin\n" + ] + } + ], "source": [ - "!wandb login" + "!if [ \"$USE_WANDB\" = \"True\" ]; then wandb login; fi" ] }, { @@ -262,7 +292,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 27, "metadata": {}, "outputs": [ { @@ -271,7 +301,7 @@ "(
, )" ] }, - "execution_count": 5, + "execution_count": 27, "metadata": {}, "output_type": "execute_result" }, @@ -327,16 +357,34 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Now, let's say we want to train the model for the heat conduction problem, use weights and biases to track the training process, and save the resulting model in wandb. The resulting command would look like this (will take a while to run):" + "Now, let's say we want to train the model for the beams problem, (optionally) use weights and biases to track the training process, and save the resulting model in wandb. The resulting command would look like this (will take a while to run):" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 28, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "/Users/ffelte/Documents/EngiLearn/.venv/lib/python3.12/site-packages/gymnasium/spaces/box.py:235: UserWarning: \u001b[33mWARN: Box low's precision lowered by casting to float32, current low.dtype=float64\u001b[0m\n", + " gym.logger.warn(\n", + "/Users/ffelte/Documents/EngiLearn/.venv/lib/python3.12/site-packages/gymnasium/spaces/box.py:305: UserWarning: \u001b[33mWARN: Box high's precision lowered by casting to float32, current high.dtype=float64\u001b[0m\n", + " gym.logger.warn(\n", + " 0%| | 0/200 [00:00" ] @@ -460,7 +517,7 @@ }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -470,7 +527,7 @@ }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -492,7 +549,10 @@ "conditions_tensor = conditions_tensor.unsqueeze(-1).unsqueeze(-1) # Reshape to match the expected input shape for the model\n", "\n", "# Sample noise as generator input\n", - "z = th.randn((n_samples, run.config[\"latent_dim\"], 1, 1), device=device, dtype=th.float)\n", + "if use_wandb:\n", + " z = th.randn((n_samples, run.config[\"latent_dim\"], 1, 1), device=device, dtype=th.float)\n", + "else:\n", + " z = th.randn((n_samples, 32, 1, 1), device=device, dtype=th.float)\n", "\n", "# Generate a batch of designs\n", "gen_designs = model(z, conditions_tensor)\n", @@ -528,7 +588,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 40, "metadata": {}, "outputs": [], "source": [ @@ -554,12 +614,12 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 41, "metadata": {}, "outputs": [ { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -569,7 +629,7 @@ }, { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAmkAAAF5CAYAAADET73UAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjkuMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/GU6VOAAAACXBIWXMAAA9hAAAPYQGoP6dpAACNB0lEQVR4nO3dd3xTZfs/8CtJ26S7hQ7KalkyBAoWqAwpYKUCspShgAwVGeKAB75SFXBS8FEeUJb6KCiPCg5QUPaSDVI2tFBooYzu0nSnbXL//uBHJFx3y0lSuvi8X6+8XuTKuc+5k5wc7p5zrvtSCSEEAQAAAECVoq7sDgAAAAAAh0EaAAAAQBWEQRoAAABAFYRBGgAAAEAVhEEaAAAAQBWEQRoAAABAFYRBGgAAAEAVhEEaAAAAQBWEQRoAAABAFYRBGgAAEQUFBdHYsWMruxsAAGYYpAHUAAkJCTRlyhR66KGHyMXFhVxcXKhVq1b0yiuv0KlTpyq7e+Vm48aN9O6771Z2NwAAKoRDZXcAAOzzxx9/0PDhw8nBwYFGjhxJwcHBpFarKTY2ltauXUvLli2jhIQECgwMrOyu2m3jxo20ZMkSDNQA4IGAQRpANXbp0iV69tlnKTAwkHbs2EEBAQEWr8+fP5+WLl1KanXVPGmel5dHrq6uld0NAIAqqWoeuQFAkY8//pjy8vJoxYoVbIBGROTg4ECvvfYaNWjQwByLjY2lIUOGUK1atUin01GHDh1o/fr1Fu1WrlxJKpWK9u/fT9OmTSNfX19ydXWlwYMHU1paGtvOpk2b6LHHHiNXV1dyd3enfv360dmzZy2WGTt2LLm5udGlS5eob9++5O7uTiNHjiQior1799LQoUOpYcOGpNVqqUGDBjR16lQqKCiwaL9kyRIiIlKpVObHbSaTiRYuXEgPP/ww6XQ68vf3pwkTJtDNmzct+iGEoA8//JDq169PLi4u1LNnT9ZXAICqAGfSAKqxP/74g5o2bUqhoaGKlj979ix17dqV6tWrRzNnziRXV1f66aefaNCgQfTrr7/S4MGDLZZ/9dVXydvbm+bMmUOXL1+mhQsX0pQpU2jNmjXmZVatWkVjxoyhiIgImj9/PuXn59OyZcuoW7dudPz4cQoKCjIvW1JSQhEREdStWzf65JNPyMXFhYiIfv75Z8rPz6dJkyZR7dq16ciRI/T555/TtWvX6OeffyYiogkTJtCNGzdo27ZttGrVKvbeJkyYQCtXrqRx48bRa6+9RgkJCbR48WI6fvw47d+/nxwdHYmIaPbs2fThhx9S3759qW/fvnTs2DHq3bs3FRUVWfXZAwDcdwIAqiW9Xi+ISAwaNIi9dvPmTZGWlmZ+5OfnCyGEePzxx0WbNm1EYWGheVmTySS6dOkimjVrZo6tWLFCEJEIDw8XJpPJHJ86darQaDQiKytLCCFETk6O8PLyEuPHj7fYfnJysvD09LSIjxkzRhCRmDlzJuvv7f7dKSoqSqhUKnHlyhVz7JVXXhGyw9bevXsFEYnvv//eIr5582aLeGpqqnBychL9+vWzeF9vvfWWICIxZswYtm4AgMqCy50A1VR2djYREbm5ubHXevToQb6+vubHkiVLKDMzk3bu3EnDhg2jnJwcSk9Pp/T0dMrIyKCIiAiKi4uj69evW6zn5Zdftrik+Nhjj5HRaKQrV64QEdG2bdsoKyuLnnvuOfP60tPTSaPRUGhoKO3atYv1bdKkSSzm7Oxs/ndeXh6lp6dTly5dSAhBx48fv+dn8fPPP5Onpyc98cQTFv0ICQkhNzc3cz+2b99ORUVF9Oqrr1q8rzfeeOOe2wAAqGi43AlQTbm7uxMRUW5uLnvtiy++oJycHEpJSaFRo0YREdHFixdJCEGzZs2iWbNmSdeZmppK9erVMz9v2LChxeve3t5EROb7vOLi4oiIqFevXtL1eXh4WDx3cHCg+vXrs+USExNp9uzZtH79enYPmV6vl677TnFxcaTX68nPz0/6empqKhGReXDZrFkzi9d9fX3N7w0AoKrAIA2gmvL09KSAgAA6c+YMe+32PWqXL182x0wmExERTZ8+nSIiIqTrbNq0qcVzjUYjXU4IYbHOVatWUZ06ddhyDg6WhxitVssyTY1GIz3xxBOUmZlJb775JrVo0YJcXV3p+vXrNHbsWPM2ymIymcjPz4++//576eu+vr73XAcAQFWDQRpANdavXz/673//S0eOHKFOnTqVuWzjxo2JiMjR0ZHCw8PLZftNmjQhIiI/Pz+b13n69Gm6cOECffvttzR69GhzfNu2bWzZOy9R3t2P7du3U9euXS0und7t9lxxcXFx5s+DiCgtLY2dwQMAqGy4Jw2gGvu///s/cnFxoRdeeIFSUlLY67fPeBHdGkj16NGDvvjiC0pKSmLLyqbWuJeIiAjy8PCguXPnUnFxsU3rvH227s6+CiFo0aJFbNnbc6plZWVZxIcNG0ZGo5E++OAD1qakpMS8fHh4ODk6OtLnn39usb2FCxfes58AABUNZ9IAqrFmzZrRDz/8QM899xw1b97cXHFACEEJCQn0ww8/kFqtNt8HtmTJEurWrRu1adOGxo8fT40bN6aUlBQ6ePAgXbt2jU6ePGnV9j08PGjZsmX0/PPP0yOPPELPPvss+fr6UmJiIv3555/UtWtXWrx4cZnraNGiBTVp0oSmT59O169fJw8PD/r111+lZ7ZCQkKIiOi1116jiIgI0mg09Oyzz1JYWBhNmDCBoqKi6MSJE9S7d29ydHSkuLg4+vnnn2nRokU0ZMgQ8vX1penTp1NUVBQ99dRT1LdvXzp+/Dht2rSJfHx8rHrvAAD3XeUllgJAebl48aKYNGmSaNq0qdDpdMLZ2Vm0aNFCTJw4UZw4ccJi2UuXLonRo0eLOnXqCEdHR1GvXj3x1FNPiV9++cW8zO0pOP7++2+Ltrt27RJEJHbt2sXiERERwtPTU+h0OtGkSRMxduxYcfToUfMyY8aMEa6urtL+nzt3ToSHhws3Nzfh4+Mjxo8fL06ePCmISKxYscK8XElJiXj11VeFr6+vUKlUbDqOL7/8UoSEhAhnZ2fh7u4u2rRpI/7v//5P3Lhxw7yM0WgU7733nggICBDOzs6iR48e4syZMyIwMBBTcABAlaIS4o5z/gAAAABQJeCeNAAAAIAqCIM0AAAAgCoIgzQAAACAKgiDNAAAAIAy7Nmzh/r3709169YllUpFv/322z3b7N69mx555BHSarXUtGlTWrlypdXbxSANAAAAoAx5eXkUHBxMS5YsUbR8QkIC9evXj3r27EknTpygN954g1566SXasmWLVdtFdicAAACAQiqVitatW0eDBg0qdZk333yT/vzzT4uyfc8++yxlZWXR5s2bFW8LZ9IAAADggWMwGCg7O9viYTAYymXdBw8eZKXyIiIi6ODBg1atp8pUHNjm35rFijJ5mZnqRuUorzV4N1Fcc09oKv0MZHR+TizmGsBrM+YlFbCYg5tlcfCSXOM9lyltOWMBL/JtKuHfmcaZ/92jduDv38Vfx2JObvy9NujcjMVcn+DF0WMCerPYN+t5X+LPJLJYUWEhi5lM/L0VF/DlaiqVmn92QkGhd6g8GkdHFjNKSpVVFkdn/puviN+UPfuy1pUfa0uKSljsr7VdrO9YOfnTsbnNbf9++zl67733LGJz5syhd999185eESUnJ5O/v79FzN/fn7Kzs6mgoKDMGsN3snqQlp6eTt988w0dPHiQkpOTiYioTp061KVLFxo7diz5+vpau0oAAAAAq9lzEiAyMpKmTZtmEdNqtfZ2qVxZNUj7+++/KSIiglxcXCg8PJweeughIiJKSUmhzz77jObNm0dbtmyhDh06lLkeg8HATikWCRM5qXD1FQAAAJSRXalQSqvV3rdBWZ06dSglJcUilpKSQh4eHorPohFZOUh79dVXaejQobR8+XJSqSw/GCEETZw4kV599dV7XnONiopipxhHufjSaDc/a7oDAAAADzCVY9U8udO5c2fauHGjRWzbtm3UuXNnq9Zj1bs7efIkTZ06lQ3QiG5lO0ydOpVOnDhxz/VERkaSXq+3eDzr6mNNVwAAAOABp3ZQ2fywRm5uLp04ccI8xklISKATJ05QYuKt+3wjIyNp9OjR5uUnTpxI8fHx9H//938UGxtLS5cupZ9++ommTp1q1XatOpNWp04dOnLkCLVo0UL6+pEjR9iNcjKyU4y41AkAAABV0dGjR6lnz57m57fvZRszZgytXLmSkpKSzAM2IqJGjRrRn3/+SVOnTqVFixZR/fr16b///S9FRPDEr7JYNUibPn06vfzyyxQdHU2PP/64eUCWkpJCO3bsoK+++oo++eQTqzpwW3EOzxipCWpy1qY9lH4usgzfwtQiFtM48yzNu28olWVoKs3aNBbwjE9Hd9uTo/NTJBmVRr7d/NSbLOZ89gSLNfRpxGJjnuJ/TK334bHCAv7bu3T2Oovl6XN529w8FjOV8M+qulGa/SbLKBRCtk/xz0SWdadS87/u7fk87ckorIj+qR3471ZIMotlZH1R1q5yMnfLO5NTtu+ZjPy7kL032WegceTHs6KC8pmO4n6yJ3HAGj169KCyppWVVRPo0aMHHT9+3K7tWvW/zCuvvEI+Pj70n//8h5YuXUrG/79DaDQaCgkJoZUrV9KwYcPs6hAAAACAEvYkDlQHVp8KGD58OA0fPpyKi4spPT2diIh8fHzIUTKqBwAAALhfKupMWmWx+XqNo6MjBQQElGdfAAAAABTDmTQAAACAKkilqdmDNKRUAgAAAFRBOJMG9509Ga6y7EuZkmKeoViSfX8zhpXWlpXdMyE7RS97r1eLea3Nm5czWMz90GkWazswnMWat23DYkmePONzd2NeM/TECZ5pmnQ5lfcvOY3FakLGp4zSbDrF61OYBap0G+WdUag081JG9j7k21CWjcjaSbJqZdmj9nzGSt+DjNL1Kf1u7cnklJF9t2qNJGvexqza+0Vdw8+kYZAGAAAA1VJVGzSWNwzSAAAAoFpSaWr2XVsYpAEAAEC1hMudAAAAAFVQTb/cWbPPEwIAAABUUziTVgPIsgdRM7TqkH0XRklMac3QwgxJPVM9r7FX9MNGFvNuHM1iQY+GsNioek1YrOPgbix2IO4hFrt6tSGLxZ25xmL5ObzuZ16mnsWqMnsyOZW2rYi6khWxXdn6JAmZNrct78xLGaVnbZRmwVal/Ue2lCy7U5ZVWplwuRMAAACgCqrpk9laPUiLiYmhQ4cOUefOnalFixYUGxtLixYtIoPBQKNGjaJevXrdcx0Gg4EMBsu//IuFiRxVuPoKAAAAythzBrU6sOrdbd68mdq1a0fTp0+n9u3b0+bNm6l79+508eJFunLlCvXu3Zt27tx5z/VERUWRp6enxeOnkkyb3wQAAAA8eFRqlc2P6sCqQdr7779PM2bMoIyMDFqxYgWNGDGCxo8fT9u2baMdO3bQjBkzaN68efdcT2RkJOn1eovHMIdaNr8JAAAAePCoNSqbH9WBVYO0s2fP0tixY4mIaNiwYZSTk0NDhgwxvz5y5Eg6derUPdej1WrJw8PD4oFLnQAAAAD/sPqeNJXq1uhTrVaTTqcjT09P82vu7u6k19uWnVWrjQeLGbKLWKwwVVm9RKda/K1ptJYDQdlI2rmWM4vpE3IUbbM4R1nWiyjmeTQOHry/sqxAv/b8jKP+Gu+fZ313RcsZDbwvTm68L0W5vA6mrNakrrYji+UmFLCYjCy7UUZp5urdWa8aZ56pJMue1Pk5SZbj71Vp7U6llGeB8u3mSJYryOQZn9k3slks82ISi3k39mexVu3PsFjLRs1ZLL55VxY71pLXAr1yg+9TV+KzWOzqBZ4ZWpiTz2LG4vL9PqoKe+o71mR3fy6yTEQZ2Scn+zxldT9VkpMJDk78eFlSxPdtIbm8Vlk1bZXex1XetWnvh+py2dJWVp2+CgoKori4OPPzgwcPUsOG/6TbJyYmUkBAQPn1DgAAAKAUKrXa5kd1YNWZtEmTJpHxjpF169atLV7ftGmTouxOAAAAAHvV9DNpVg3SJk6cWObrc+fOtaszAAAAAEpVlwQAW2EyWwAAAKiWavqZtOpxURYAAADgAVNlzqQFvzqIxUwFPINLSLJNHHz9+HIFPKNQVcvHMiC5cdDk7Mbbmfg2VTlZvG1mOovlnr/EYlf2XmCxnGv8vXo24xmvLrV5/5oOfoz3z5F/tWq/OixGRTyDlop5VmDJzZsspnHjGaSy7Zpyc1lMSLKaVJJsKmMur+9oyMji/Svgfb47c8otkCe13M5WvlORXlk2r0bLs0BPrtzHYnlXChWtT+3A+yLL+i3J5pljxTmy7Fv+GRtS+Pedn877lx7HJ5f2OH2VxbTuu1isXocdLNb0IZ7dWdiyPYuldWrEYpdyWrFYdCzfV07+bdk/Jx3/fjKTMlgsP5vvnyUGye9CIVlWoD1ZfFUtm+5+U5rNenfMqDBDU5YFKsu81DjyTHVZP4wKv1tZZihR5WR3yt6H7HOXn6WqWud2qksCgK2qzCANAAAAwBo1/XInBmkAAABQLWGQBgAAAFAFYZAGAAAAUAXV9HvSava7AwAAAKimqsyZtC3N32Sx81f4acyMdJ7F55TDs3UcJZlyRcmWGS0GA8+scXKSZGaZeF1EB0c+vg3w59lkrTvyrM3Q0P+yWNrWv1gs+zrPqKzfj2dynnxkMotFJ3iyWNxFnsXm5s77LPvsHLz4+83J4bUS06/wbXjVcmExV1eeOZWawjM5GzSUZJBKKo+1a8azlfKKLL/LDD1/D4UG/t0Oac5rVMrUPrOTxWo1OctiGidez9bRhb9/o6Smq0stHYtl3+CfcVGWstqqsozPguv8NyWTn8izQGX1UFPPpbGYg+4wiwUE8yxQYx7PquzcidcH7dGkKYslT+pj8fyKgWd9X0iqy2I3kvl+fPb4dRYryOUZ4yUG3rZAkpEsJMeQBy1r0x5KMj7tOaMiy7510vHfniwXU1YzVmk2ryyD1J4atPbUeZVnfCqrh1qZMJktAAAAQBWEe9IAAAAAqiDck3aHY8eOUUJCgvn5qlWrqGvXrtSgQQPq1q0brV69WtF6DAYDZWdnWzyKi5RdcgEAAAAgunUmzdZHdWDVIG3cuHF06dKtGfT/+9//0oQJE6hDhw709ttvU8eOHWn8+PH0zTff3HM9UVFR5OnpafH4deU8294BAAAAPJBq+iDNqsudcXFx1KzZrfIuS5cupUWLFtH48ePNr3fs2JE++ugjeuGFF8pcT2RkJE2bNs0ituU0rrwCAAAA3GbVyMjFxYXS09MpMDCQrl+/Tp06dbJ4PTQ01OJyaGm0Wi1ptVqLmKNT5dQwAwAAgOqppt+TZtUgrU+fPrRs2TL673//S2FhYfTLL79QcHCw+fWffvqJmjblqfFKLJx/hHdOkp5cIklP1kiK6GpdnFnMkM9T6O8mTbuWFHXXSIr0aiTFxRMeCWIx555jWKytpNC5aTsv1i0K+TQIsl10/1/XWOxmMi+aXajgMyEiKi5QViRcKQdJcXInZ/7Zx/7NPxed5Lv9M4NPV3L3NpQWzV7vytcvK47cc+AUFps2rRaL3dywkcXcGvizmFOr1ixW4s2XK965icWSj8bxtgY+LUfaGV5g3FTCp4coypRNK8CXM0qWk7VVOfJLC7mJ9/6Djojo6p4bLOZUay+Ludf92eL5w1351B2hwfwzFvX4VB1poY+w2LrYFizm4szf17lYPkVKQR7/THKz+W+vMJf/zjKS+JQm9kz7UB3ZOl2JrJi60kLiRZJjrew4IJteRSnZ96h00CGfMoO/D1HOM73IPtPKVF0uW9rKqkHa/PnzqWvXrhQWFkYdOnSgTz/9lHbv3k0tW7ak8+fP06FDh2jdunX3q68AAAAAZjX9TJpV765u3bp0/Phx6ty5M23evJmEEHTkyBHaunUr1a9fn/bv3099+/a9X30FAAAA+IdKZfujGrD6bn0vLy+aN28ezZuHbEwAAACoPDX9cmfNPk8IAAAAUE1h3gsAAAColmr6PWlVZpBmkmRQFirMxiuRFCsw5PHMKfVdWaCybKiSIkmhajsK3h7aKCk27RDKYi3btWIxj8BLLGZqFcJi17PdWEznzD+UYsnnKct4rIjCz7LtymKyH2CBwv4pzea8m2zfkTEaeVaXSvCYa10fvlz3J1lsbWEEixXm8VP5/QbxIuGN2h9nMVMKz4r0D45nsaz4ZBbLjOeZwIZs/nnmXZFkGzvwPkszQyXF3mVkS8nWV5hqmeFbnH+GLaM7wrNgZYXt6z/Ks9QndOrAYgW+bVispC7PDs7Q8u9MEP+cLmY1ZLFjMQ1Y7PgBnhmbmZTKYjUl41PJf8Syy16y/1dIEpNlaCrNYpQtJ6RZlpLjhazPku/s7v+7brWVxCTZp2rJ//JKM1Jly5lMtv9/eD/U9MudVWaQBgAAAGANnEkDAAAAqIJwJg0AAACgCqrpg7SafZ4QAAAAoJrCmTQAAAConnBPWsUo7ywk2c2ESrZhTyanUsf2xLDYf1x6s9i/evLMufRvvmGx7nXXs1i3oeNZ7MvTPDvt7z08gzT9ahKLVRZZpqmtWZvlLeYkz57Mac/rO7rVu85iWW51WKwwm5+2P3+RZ5qePsdrUgYF8lqTrvX5+rp3S2SxOll8f2wYzzMj9UdPsFjqWV4jVlYfVKY4R5JlJ8m0tDUzNOOkXlE/ZNmo+sQcvtzaEyym9eA1aF19XVnMzc+dxQpu5rFY+3q89mv40wNYLH0qz/L+6WxXFrt8mb+PpIR0FpPVB62IzG/ZcVqWLSnN0ryL0oxFaTamJIdYyTZvbZd/JrJsTFltZ+XbUPbeVJKEVFlbpX2W90XRYhVGVU0qB9jK6kFaUlISLVu2jPbt20dJSUmkVqupcePGNGjQIBo7dqy08DgAAABAeavp2Z1WvbujR49Sy5YtaePGjVRcXExxcXEUEhJCrq6uNH36dOrevTvl5PC/3O5mMBgoOzvb4mEyVo2zIwAAAFA9qNQqmx+2WLJkCQUFBZFOp6PQ0FA6cuRImcsvXLiQmjdvTs7OztSgQQOaOnUqFRbyq2SlsWqQ9sYbb9DUqVPp6NGjtHfvXlq5ciVduHCBVq9eTfHx8ZSfn0/vvPPOPdcTFRVFnp6eFo9rF7+3pisAAADwoFOrbX9Yac2aNTRt2jSaM2cOHTt2jIKDgykiIoJSU/lE0kREP/zwA82cOZPmzJlDMTEx9PXXX9OaNWvorbfeUv72rOngsWPH6Pnnnzc/HzFiBB07doxSUlLI29ubPv74Y/rll1/uuZ7IyEjS6/UWj/pNR1rTFQAAAIAKs2DBAho/fjyNGzeOWrVqRcuXLycXFxf6RnKvOBHRgQMHqGvXrjRixAgKCgqi3r1703PPPXfPs293smqQ5ufnR0lJ/9xUnpKSQiUlJeTh4UFERM2aNaPMTF5O5m5arZY8PDwsHmoNvwEXAAAAoDT2XO6U3XplMEjqTBJRUVERRUdHU3h4uDmmVqspPDycDh48KG3TpUsXio6ONg/K4uPjaePGjdS3b1/F78+qxIFBgwbRxIkT6d///jdptVr64IMPKCwsjJydb9WqO3/+PNWrV8+aVZppHB1ZzJ7smqqsIDuXxU4cvsxiaxs8zWJPNdrOYpkxV1jMd8uPLPZ6V35KdkpsJxYrKuQ7aXbavQffD5qHWgewmFvKXkVt0x142w1reV3JtCs8g7Re8yAWy77Js0CzM/l+dtjXg8UC6vVksRZNeLbxk6P2s1izMzzm+ddhFkuN4RnDQlL7VH+ZZzzKlGTzGrsqR8u/OWUZoBpnSWafJKPUkMLvkZVlmRbX4tvIvS75LnyzWawol7+H9Dj+O7u89z8sFti1EYs9780zSJ2GjmWxH1v0YLGEy3x/jN59msW0LrwuqSGfv1+l9W9lZMd92f1DSjIepZmckvREe7IdZTU0ZTSyjE9JzFDCPzul/8cZJcvZc2O90qzSyiSrV6pUVFQUvffeexaxOXPm0LvvvsuWTU9PJ6PRSP7+/hZxf39/io2Nla5/xIgRlJ6eTt26dSMhBJWUlNDEiRPv3+XODz/8kFq1akX9+/enxx9/nAwGg8VpPpVKRVFRUdasEgAAAMA2apXND9mtV5GRkeXWtd27d9PcuXNp6dKldOzYMVq7di39+eef9MEHHyheh1Vn0tzc3GjNmjVUWFhIJSUl5ObmZvF67978r28AAACA+8GeM4VarZa0Wq2iZX18fEij0VBKSopFPCUlherU4fNeEhHNmjWLnn/+eXrppZeIiKhNmzaUl5dHL7/8Mr399tukVtB3m96dTqdjAzQAAACAilRRU3A4OTlRSEgI7dixwxwzmUy0Y8cO6ty5s7RNfn4+G4jdnktWCGWXkqtMxQEAAACAqmratGk0ZswY6tChA3Xq1IkWLlxIeXl5NG7cOCIiGj16NNWrV89821f//v1pwYIF1L59ewoNDaWLFy/SrFmzqH///oon/scgDQAAAKonOxIHrDV8+HBKS0uj2bNnU3JyMrVr1442b95sTiZITEy0OHP2zjvvkEqlonfeeYeuX79Ovr6+1L9/f/roo48Ub1MllJ5zu8+69f9L0XKy68+yzBely1UVDlo+BYl3HR8We+e12iz20BaerHF15zEW8w/mGWEOA55lsXcPPMpiZw6eZzFZlmpN5eisY7GOvdqy2LttNrKYkNSWW5XDM3f37uY1PkuKeQagzoXfQ5Gnz2ex/ByeKalz49l5hbk8m8xRsj8OHMprhjb1l9SfzNvNYpozfF4gQwqvF3l17zm+XDafnTs/g8fuzr40FvDfu8ZZ2QFd1lYUKztU2lprtDSyjFRZvVGtL8+Q9w7yYrFmr49hsZ+cxrLYqXN8n7qZzr/v5CspLJafzZcrLlA+y7ot7Lk3SWm9UKVZprbOZl/a+pT+32XP/3uytkrfx5513RQtdz9kL3jD5rYe0xaWWz/uF5xJAwAAgOqphtfuxCANAAAAqiWV5EpFTVKzh6AAAAAA1RTOpAEAAED1VMMvd9r87q5du0a5ufzG8eLiYtqzZ49dnQIAAAC4l4qaJ62yWH0mLSkpiQYOHEjR0dGkUqloxIgRtHTpUvPktpmZmdSzZ08yKqy7aS3lmSqyLJzy7k35MUqy+GR1Gz/9hmfn/esFXsbC9+xLLJaw6yyLNXP9ncXeGNyAxebm8szQC8d4rUlTCf/eZbXyZMspJaupZ8/6lJDtd21a8e9CdeUCi6k9vVksX5IBKMvkzM3KYTGTkfdF1raogNdgzZOsT/Z5yn6/mzYksJhPXf7e/m7Giwc3aNmHxTwe4X1u/Qz//Grt/YnFSnL4H4hOD1tm2+bt38eWKc6TZIqmZbGYTImB99e7Ca95eePoJRbLS5fU87ygLDtalhlaIsk0Lc6R7ANZPOa1bgOLDRvIt9Hr8VAW25P6MIsdPMqzjS8cj2cxY3Exi5Xn71Zp5qXstyyreSn7XcjqRKqUTXclpbQ+tYw9Mx3IyNpW5f8zzSpwCo7KYPW7mzlzJqnVajp8+DBt3ryZzp07Rz179qSbN2+al6kis3oAAABATWZH7c7qwOozadu3b6d169ZRhw4diIho//79NHToUOrVq5e5XEJNz7YAAACAyic7u1mTWP3u9Ho9eXv/c4lDq9XS2rVrKSgoiHr27Empqan3XIfBYKDs7GyLh8lYZG1XAAAAAGosqwdpjRs3plOnTlnEHBwc6Oeff6bGjRvTU089dc91REVFkaenp8Xj2sXvre0KAAAAPMhq+OVOqwdpffr0oS+//JLFbw/U2rVrd8970iIjI0mv11s86jcdaW1XAAAA4AGmUqttflQHVt+T9tFHH1F+Pq/pRnRroPbrr7/S9eu8BuGdtFotabWWGUFqDa8VCAAAAFCqGn4PvNWDNAcHB/Lw8Cj19aSkJHrvvffom2++satj9rrfUzKUN6VTi1y/kMhi737Kp0EYPe4XFuvy43MslvjXGRbzz/yIxV4c8zmLfZzky2Ipl/kAvbwL21fGd+vgyItX65wkqfxZehZTBz7EYlePSwpQF/EpCmSFnzOTeGHyYgO/p9NJx4vCOznz6RJkU3UU5vA/xEok28i9yaf0iDvGl5NNj1C3ST0Wc/Ooz2LNHnqPr8+PhSjQy/L78BoynC3Tvmg/i3kl8+kiCk+fYjGjpEB4xvlrLKZ155975iW+X6gc+V/y9hRilxWAL8rk+9T59Xyak8x4vk/5ttzOYk/35IW0vcNeZrHCfD6NT9q1DBbLuM6Ls9t6vFB6XFB6BkW2PpW6fIufyyhdX3kvV95TelSYqtafclbu7y4zM5O+/fbb8l4tAAAAgCWVyvZHNWD1mbT169eX+Xp8PP+rFAAAAACsY/UgbdCgQaRSqcpMDsA8aQAAAHC/VbnLr+XM6ncXEBBAa9euJZPJJH0cO3bsfvQTAAAAwJJKbfujGrC6lyEhIRQdHV3q6/c6ywYAAABQLmr4PGlWX+6cMWMG5eXxzLTbmjZtSrt27bKrU2VRmoGipG15Zx1WBFlB3qzkdBb760BdFosY/QKLZcyKYrHEA7xwetsOPFv30bDXWWxXHs8KzMnIYrHqln2rc3NhsY4+F1lMSIpIF7rzVMT8XJ4BmZpQ9tQ1t8kKP8sU5pb+O70X2e+sSJJ5aMjjhcNlZH2+fIbfvypb7nw0j9WuxzOLz9Rys3juXYt/Z817+LCYoyfPvHT08mSxG4diWExWwLswm2fL1m7GM7Az4m6ymNqBZxEXXOfrkx25ZNmdSjM+k//mmZfFBXy53GTe556D+H7m1P81FtsV7c5i50/y9yvLXla6n91NI8nKlh1DlWYxOmj5VFFKC8fLtiHb32VFze35f08p5f2rWidhanpZKKsHaY899liZr7u6ulJYWJjNHQIAAABQpJqcEbNVzR6CAgAAAFRTVp9JAwAAAKgScLkTAAAAoAqq4VN+2T1IE0LQ7t276eLFixQQEEARERHkKLlZEwAAAKBc1fB50qwepPXt25d+/PFH8vT0pMzMTOrbty8dOXKEfHx8KCMjgx566CHas2cP+fry7CtrKZ2kTmkGipJsmPKur1belG73wnGeOfdX2OMs9vibPFsr5dsfWCz76HEWGzz+Mosd2e/GYvnZPPurumV3etTm9WrzJbd01pJkjhk1PCNMrbH9wFIRn115Z6LJ+6zsfRRLamYmx/Ps2KJCy2OOoYAvsy+rLYt19OdZoL5n+HyPzt6uLJZyNpnFHHT8c8pJ4jVOnWvxOqolhSUs5tPei8Vk34U+kW/DkMI/A2MB/9JKivl2U//mx4ZsP/5bzozndYJbPMqnaXp40kwW+71uexbbvV3y+d3MZTF9qmVGqmyflWVeKt2PZeuTx/j/NUqzMeX1QctvBgNr2iolqydcqWr45U6r393mzZvJYLiVEv7OO+9QTk4OXbp0iVJTU+nKlSvk6upKs2fPLveOAgAAAFjAPGml27lzJ3388cfUqFEjIiKqX78+zZ8/n8aPH19mO4PBYB7o3WYyFpFacsYBAAAA4EFk03nC27U5b968SU2aNLF4rWnTpnTjxo0y20dFRZGnp6fF49rF723pCgAAADyoUBaKGzt2LD399NNUXFxMCQkJFq8lJyeTl5dXme0jIyNJr9dbPOo3HWlLVwAAAOBBpVLZ/qgGrL7cOWbMGPO/Bw4cSPn5lmWAfv31V2rXrl2Z69BqtaTVWt40i0udAAAAYBVkd1pasWJFma/PmTOHNDZkf8hqrKkkN/bJ6q7JKMlOk2XWaBz5R+Ig6VtRIc84U5qpI31f5Zyxl5+VzWLLl8WyWNboZ1lsaL8kFrt54G8W88vg63u4/RMsdiyf1x7MvJHKYlW5lmpQM56t7FfIMwA1rjwD0P36Od7W/xEW8w3k9VbTrpR960BZyjPrmci+fVRp1pnstyHti+Q4kJ1umY2Yn8MzEWMu8e+xrgf/3Os0COTb3H9C0g9ldQy9g7xYzKU2z4R2r8/7p5Ycf3SNGrJY0Q2eaZpzme8/MT/zGqTFOTy7U1b3szBVklUrqQVqLOJ1bZu5LWKx555+jsWc+kSwWOJ1vo39WyyPK7JjnvJMY9vJ6nk6SP4fKczldY2VZpDaQ+mMBTKy44XJxL+LSlVNzojZqtyHoJmZmTR58uTyXi0AAACAJdyTZp3MzEz69ttvy3u1AAAAAA8Uqy93rl+/vszX4+P5JKoAAAAA5Q73pFkaNGgQqVQqEqL0ezFUNfwaMQAAAFQBNXy8YfUQNCAggNauXUsmk0n6OHaM30wNAAAAUO5q+D1pVp9JCwkJoejoaBo4cKD09XudZSuNkBRPM0myi6TbVJoRZmNWj8aJf0zqYtsz52R14ipCdhqvxbd503UWa/PCKBZzazeIxbxPb2Cx7sE9WayoKIjFLp7TsVjSpassVhk1PnVuPEPzmcd4pqDbmSO8ca1aLPQtjWOxmJOXWcyeTE6ZivjsZBmk9mzXKKkhKSP7zd9dU9DVk2dP1vLm/dVqJNlqBfz7lm3T1ceZxRy0/HghOzYYcniGuIvk/asHP89iKa4BLJZpqs1irc78j8XqXE5nset7eGaoUXL8lWV8ypbLucQzGWPWnmAx90M8C3TAYz+zWP7IaSwW2vphi+e7/+YH1uP7eAa6sYh/xiWSGp9KM5JltWWJ+PGtIshmJ5BlQsv2R1lNTtn/yyp1VavdWbPPpFk9SJsxYwbl5fED2G1NmzalXbt22dUpAAAAgHvCPWmWHnvssTJfd3V1pbCwMJs7BAAAAAB2FlgHAAAAqCwClzsBAAAAqqBqkgBgK5ve3R9//EGzZ8+m/fv3ExHRzp07qW/fvvTkk0/Sl19+Wa4dBAAAAJBCdqelL774gqZMmULBwcG0aNEiWrJkCU2ePJmGDx9OGo2G3njjDSooKKDXX3/dqvUqzYyUZ9wozQJV3/VcWW3QwhyeqSQjy6yRZavJsmiMkuyi8ib7PJMTeHbnkp+bsNiEZ7xYzL/+QywWmvUHi/l25/cxbvZqwGL7C3ldwPSrPOtMpjzr3fUZHsJirY7OY7HMv0+xmPeAp1jsQgxPtMm9mWNj76qW8s4gted7dLyrhmLdIF4H85FGuSzWPOcwi5Wk8dqySo89ng14lqVGy+tvOvvxTGBtp84s9oue3+N7eIeexRo0dGexyw1fZbG+4/nxJz9jFYtlx/P9VmmNT2MB/x5zLxawWMF1Xte3KJf/rh5y4HU/e7RrZ/G83WOPsmW+923HYnu2XGCxvCz+e5Rl9UvrPUsynIsN/FgmozSDVCml/9+Q+t61rYmITMqSrSsVLnfe5bPPPqOlS5fS+PHjadeuXdS3b1/69NNPzfU6H330Ufr444+tHqQBAAAAWKWanBGzldXvLiEhgSIiIoiIqGfPnmQ0Gql79+7m13v06EFXrlwpcx0Gg4Gys7MtHiajsr88AAAAAB4EVg/SateubR6E3bhxg0pKSigxMdH8+pUrV6iWZELPO0VFRZGnp6fF42ocn3QRAAAAoFQqle2PasDqy50DBw6kF198kcaMGUPr16+n0aNH07/+9S9Sq9WkUqloxowZ1Lt37zLXERkZSdOmWc4g3WfE39Z2BQAAAB5kmMzW0vz586moqIhWr15NXbp0oc8//5w+++wzGjhwIBUXF1NYWBhFRUWVuQ6tVktardYiptY4lbI0AAAAAIfEgbu4urqyaTamT59OU6ZMoeLiYnJ35xlGAAAAAOWuhicOlNtktjqdjnQ6HV29epXmzJlD33zzjVXtlU+3YXt6Mm+r8MuVpCtLmZT1VygsCF8RDHk8LT4pIYXFVu8MYrHpPf1ZzOPkARbTLl/BYlMG9GAxVfgMFju8l09doE/PYrG8TD4lgRI+DXih6uYNeZp9yV5elFqWon+zbhsWu7Epg8Wy0zKVdvGBJzsO3D3dBhGRzs2y2Hmt2rz4uYsD308cr8SwWIlkao3arRuzWMCT9VnMFBDIYpn+LVksnvi+t+scv5/30F8JfH1JaSx25Tz/A9mxbwsWO9fyORZr2IX/bs9ePc1i5U02VUfGMf4dRV/ez2JezU5aPG/+9Hm2zPNP8t/yQw3asdiWv/h0IzFH+PpMkv1CNi1HeU9NI/sNyKaQUko2dUyJZNoQ2fQd9mz3fhA1fJBW7u8uMzOTvv322/JeLQAAAMADxeozaevXry/z9fj4eJs7AwAAAKBYBd+TtmTJEvr3v/9NycnJFBwcTJ9//jl16tSp1OWzsrLo7bffprVr11JmZiYFBgbSwoULqW/fvoq2Z/UgbdCgQaRSqUiI0mf5V9XwG/kAAACg8lXk5c41a9bQtGnTaPny5RQaGkoLFy6kiIgIOn/+PPn5+bHli4qK6IknniA/Pz/65ZdfqF69enTlyhXy8vJSvE2r311AQACtXbuWTCaT9HHs2DFrVwkAAABgvQqcJ23BggU0fvx4GjduHLVq1YqWL19OLi4upd6D/80331BmZib99ttv1LVrVwoKCqKwsDAKDg5WvE2rB2khISEUHR1d6uv3OssGAAAAUC7sKLAuq35kMPB6skS3zopFR0dTeHi4OaZWqyk8PJwOHjwobbN+/Xrq3LkzvfLKK+Tv70+tW7emuXPnklFSI7w0Vl/unDFjBuXl8UyY25o2bUq7du2ydrXS4q4qyWnM8iujLSfLXJFluEgLwgtlRWtl6yvvbCB7FObygvL6mzwLdHNyexZ7tj4/k6px5LGMA3ygP+mRD1hM+/gsFjtz2pPFzh44w2J3Z9Y6SDICn3qGF4kPj/uYxdLjElnMO7g5i32X0JbFrp3fy2IVQWlGWEVkotnDyVnLYs7ubizmVdvD4rmfL88Mrlek7J5ZjRffx0pa8km6L7nzrM2zaTzr+dQBXqk65QYv6l2Ql8RiN5N5drAsK9so+R7PnuJZyd4evPB8qy4dWczzMP+sinyLWSw3sZDFRDE/FsoyOZWSFXbXX7b8f+jy9hNsmTqSLOqQsdNZLLkt/91m32zAYhlJ/LvIychisfKmceT/VcuKqctnSVB20kTWVvqNVZ3/qojIvnnSoqKi6L333rOIzZkzh9599122bHp6OhmNRvL3t/x9+/v7U2xsrHT98fHxtHPnTho5ciRt3LiRLl68SJMnT6bi4mKaM2eOoj5aPUh77LHHynzd1dWVwsLCrF0tAAAAQIWRVT+6e6J9e5hMJvLz86Mvv/ySNBoNhYSE0PXr1+nf//73/RukAQAAAFQJdiQOyKoflcbHx4c0Gg2lpFjOI5qSkkJ16tSRtgkICCBHR0fS3HH1rGXLlpScnExFRUXk5HTvSks1exY4AAAAqLEEqWx+WMPJyYlCQkJox44d5pjJZKIdO3ZQ586dpW26du1KFy9eJNMdl5IvXLhAAQEBigZoROU8SLt58yZ999135blKAAAAACmhUtv8sNa0adPoq6++om+//ZZiYmJo0qRJlJeXR+PGjSMiotGjR1NkZKR5+UmTJlFmZia9/vrrdOHCBfrzzz9p7ty59MorryjeZrle7kxMTKRx48bR6NGjy3O1AAAAAFwFzpM2fPhwSktLo9mzZ1NycjK1a9eONm/ebE4mSExMJPUdiVMNGjSgLVu20NSpU6lt27ZUr149ev311+nNN99UvE2VsGK+jOzs7DJfP3XqFIWFhVmVXnpbjyE8hVVWS8yeep53t1XaTuPIs8RMkvdoT13RqkT2GcsyI+s149lPr4ziWXcPb5rNYmd+4LX4ZNqO68li/2vKsy//2sGzL9OvW9Y3fHLoI2yZF2L4XzT6S9dZzEHH3//Fifys8Rff8ZqKV2N47cWqpDx/U7di/DKCLBtalrEm+13p3FxZrNHDvD5mz+7els+9eVax542zfJs6vv6UOnweo73XmrLY8dO5LBZ/lu8/WSk8K9BYzDMly5uLlweL9X+2HYs9+UM/Fru6/xqLmUr49+hSR8dieVd59qksQ1MU2z5dk8bZct9zb+LClnHQ8X3soaf4ccDx8T4sttYwgMV27EhmsexMnqWbeYMfB2TZ/xWRWV3ev2XZrAt/re2iaBv3w82Tf9nc1ju46ic5WnUmzcvLq8xqAkIIVBsAAAAAKAdWDdLc3d3p7bffptDQUOnrcXFxNGHChHuux2AwsAnjTMYiUmuU3UgHAAAAUJFloSqDVYO0Rx65dZq4tHnQvLy8FFUbkE0gF9jyBQpq9ZI13QEAAIAHWQ2/emfVEHTEiBGk0/H7D26rU6eOognaIiMjSa/XWzwaNkeyAQAAAChXkdmdlcGqM2njx48v83V/f39FgzTZBHK41AkAAADWsHa+s+qmylQckGVy2kNWM1OyFItI65fV4ExOpYoLeH2+qzGXWWzl7y1Y7MMBI1hMrOL1LAvS+D5wYe0BFnuy0UAWG/wvnkF6OK+dxfMe6u1smeztPAurKI8X2PXvwe/DXHeFn1XOucmz/ao6e/ZleVv+u5LVq1XKt74fi7V62JvFHvc8YvHcLUVSpzMjlYVSQgax2PGMxjwmyeRMuZbFYiWSrM2KyOSUZefVb1qPxcJb3GCx4ny+z7sGOLOYdxD/3GXqPcJ/G1cOXGExo4HvP/mX+bFG5u5aoFln+PdzdwYoEdEF4lm//gn8MxnWn2eMNxz2IosdjuX7547feV+KJMdQaQ1oO2YdkGWQKv1/TkZaP9uG2Rvup+pyRsxWVr+7goIC2rdvH507d469VlhYiMlsAQAAAMqBVYO0CxcuUMuWLal79+7Upk0bCgsLo6SkJPPrer3ePPMuAAAAwH2lUtn+qAasGqS9+eab1Lp1a0pNTaXz58+Tu7s7de3alRIT+WlhAAAAgPtJkNrmR3Vg1T1pBw4coO3bt5OPjw/5+PjQhg0baPLkyfTYY4/Rrl27yNWVz9wNAAAAcD+IanJGzFZWDSULCgrIweGfcZ1KpaJly5ZR//79KSwsjC5cuFDuHQQAAACQwRQcd2jRogUdPXqUWrZsaRFfvHgxERENGMBrndlDlq0kyxKT5amUZ020By2TU+n7lWWsXTgWx2Jz3R5msdkrF/C2E/+PxbIu8XqxRgOvAdhi6w8s1tvPMpsz9a/DbJmbl9NZzL9NQxY712kij/2uZ7Hcmzz2oJFmSEuWc3Dg0+7onHlWYEBDnlHYuRnfL1wzLGtNFnv4sGXO1enLYjcy3Fls/Uae9ZuRlMli+Xpet1GWEWdPTUUZWfa6swevm1s30IvFAnJ4xnSSpH+B3ZqxmGdbnr2tqst/L2TgmYy1H+E1bPMSeH3Q2PWnWazgOs8+vTu7U0a2TM7VfBbLT7/MYlmJa1isbXfet6yIpXx9T7RmsdNHeXarrMans6RWbbFk9gNZJqdR8v+e0cSPl7L9UUZWu5OqVnJnjZ+Cw6qh5ODBg+nHH3+UvrZ48WJ67rnnFFUcAAAAAICyWTVIi4yMpI0bN5b6+tKlS8n0gJ11AgAAgMqBy50AAAAAVRASBxTo1asXXbnCr7cDAAAA3C+CVDY/qgOrzqStX79eGt+zZw/98ccf1KBBAyIq/wQCAAAAgLtVl8uWtrJqkDZo0CBSqVTS5IBXX32ViG5Ny2G8j7W9ZBmFskwnWQmzuzNaHrSsTaXsyUST1WBNOMfr4m0LeYzFevRozmIXNp5hsfwMnjl2auVuFtM4We4XskwlNz+eSeXWqD6LOav5NrMz+e9A68rrHWok+6chr4DFZPtxeWYpVzUOjvzw49fQn8UaBbmwmEbNMy1LnD0snl90e4QtczHFg8UOHuYZucWSDOKiQp5hKMs2Lyrgy0mz5CQXMhy0PONVdsxz0vEsWC9fngXr5cE/43znWizWaMwgFktr2ZPFVl5qxWLOkrKsR2P5Z6pz5rUma4doWey1QRtYTP8Tz7SM2xxj8TzviqQ2ZjH/jRpSlNWJlmWGutTmV4ye8OV1g/26z2Qxna4Rix3ZI6vdyWMmyX9osv1MdvyV7VPyetR8u8Zi/juQrQ/uH6uGoBEREdSnTx9KTk4mk8lkfmg0Gjpz5gyZTKb7OkADAAAAuK2mX+60apC2adMmevzxx6lDhw70xx9/2LxRg8FA2dnZFg+TUdlfNwAAAABENT+70+peTp06ldavX09vvvkmTZgwgfLz+cSA9xIVFUWenp4Wj2sXv7d6PQAAAPDgwpk0iXbt2tHRo0dJpVJRu3btrJ7ANjIykvR6vcWjftORtnQFAAAAHlA1/UyazfOkOTs70/Lly2n9+vW0a9cu8vHhJVhKo9VqSau1vGFUrcHNiAAAAKBcdTkjZiu7J7MdMGAAptwAAAAAKGcqYeW1yoKCAoqOjqZatWpRq1aW6diFhYX0008/0ejRo63uSLf+f1ndBqoHjSNPvW/bnRcgntuNF34u2cbn5ov59W8Wy0mw/t5IIiKdH++be11eqLrVxMEsdrPN4yz2Q2wwi8kmxE5MzGOxK+eTWCwrlU81UVzApxqoSmRTicimjGjUhk9J0KIVnx7i6TaXWMwkuVRxOa+uxfPTCXx6h6OH+WeccT2dxQrz+RQpsilDZNMgyApfy6ZSkX1Ost+KrK1sqhfZcu61PVnMkM/3H1dPvs/LpmQoLuLTgeRl8SLzOjc+bUpWMi8m3qQ9n3bHxZ3vK28P5IXYPTetsHh+fi0/fqQfz2IxJYXZiYhUjsrO0Hg04++19YguLHa2/zwWO5bApwA6fEB2HMhisYKcXEX9M0mn1pBMZSWZTka2D8j8tZa/34pyKT7e5rZNGjcux57cH1ZdlL1w4QK1bNmSunfvTm3atKGwsDBKSvpnh9Lr9TRu3Lhy7yQAAADA3YRQ2fyoDqwapL355pvUunVrSk1NpfPnz5O7uzt17dqVEhMT71f/AAAAAKQEqW1+VAdW3ZN24MAB2r59O/n4+JCPjw9t2LCBJk+eTI899hjt2rWLXF35qVsAAACA+6GmJw5YNZQsKCggB4d/xnUqlYqWLVtG/fv3p7CwMLpw4UK5dxAAAABApqbPk2bVmbQWLVrQ0aNHqWXLlhbxxYsXExEKqwMAAACUF6sGaYMHD6Yff/yRnn/+efba4sWLyWQy0fLly8utc9WN0gLZD1ohbVkx35wsnj331fUIFhvbj19C9znFs3lk2Z3Ggnt/pgXXJYWLM3lR4TOLf2Gx+p2Os9jkPvw9ZNZvx2J/1+WFqneZ6rCYrDB3TgYvXl2Yy9+/MCnLYitvSjM52wbzTM6RDfezmMv5c3wjjnxexYwGlhm4ScmSQtVG/pnIPmPZZ1csKV4t+y2XGJT9lqXHBkmGnWwbhjz++5Fl7BUVKssEzk7jWcQysuLaSjMAZS6f4b9l7zp8zs1/bwpksZ5dPrZ4/oSOFzqP0+5hsbSTN1msKJN/drLi7DLZcfy3d2kzPza09/+UxWo/9iJvG+/FYjdTlH0/sv1CaUF0aWF3ybFb9nupTNXljJitrLrcGRkZSRs3biz19aVLl5Kpkv5jAAAAgAcLLncCAAAAVEHVZSoNW1l1Ju3XX3+1qaA6AAAAQHmr6WfSrBqkDR06lAICAujll1+mw4cP368+AQAAANwTBml3mT59Oh09epQ6d+5MrVu3poULF1JGRsb96BsAAADAA8uq2p1qtZqSk5PJz8+PoqOj6euvv6Yff/yRCgoKaMCAATR+/Hh64oknbOpIVa7dqVLzsawsw0UlqScoo7S2n2y7lZWxp5Ssz84evC6gs6S2n5sXX65B49os1qsT30a3ox+y2NkVWy2eZ8bwGoNKMkCJiDTOPMNOad3PgHYNWczjmSEsdtCtH4ttO8S/7zNHeC3L7DSesVZZ+8pDHVqyWPjjviz2dO7XLJZ/lNdlLdLzOqdej4awWHzwcIvn3+70ZsvEHufVUYyS354sW7ZEkj2pNCNOKXmmqbJDdFU/NtjD0ZlnDHvXsTw2jBrF6zD2zfyGxeK/+JHFLm+5zmJKsztltP48o7JRL34cqNenO4v9Uv//WOzPDVdZ7Hoc35fLe5YApf8H7dsQVq7btcbpiyk2t23T1L8ce3J/2FwXISQkhJYuXUpJSUn01VdfUVpaGj355JPUqBFPtQcAAAAobzW9dqdV2Z0qFX9TOp2Onn/+eXr++efp4sWLtGLFinuux2AwkMFgsIiZjEWk1iibzwUAAADAVE3uLbOVVWfS7nVltGnTpvTRRx/dcz1RUVHk6elp8bh28XtrugIAAAAPOCQO3CEhIYF8ffm9JdaKjIwkvV5v8ajfdKTd6wUAAIAHBy533iEwkJfmsIVWqyWtVmsRw6VOAAAAgH9YXXGgoKCAoqOjqVatWtSqlWX9wcLCQvrpp59o9OjR5dbBqsCeTE55nU7ZNvilZFkWjdJMU1lGmGx9srpuxmJJByW0Ls6K+uLm7c5ihnxeUzA1MZnFZBlMqTeasNj5Du+x2MillpnG/kv/w5a5tINnShpSeI1GWRao0rqf+ek8U9Dz/Ocs1nXEeRbz7jGBxRwcmrHYqcO8BuLNG6ksZg/ZvucbGMBiXbr5sdijAfxzpugsFpJlckoz1iS1O28WeVg8z0jj65LdV1uQk8tishqaJZLanRpHnuGrNMtSnjmn7Hf7oCku4McLfaplPcv1G/lxxmUQ/7+oa48YFkuP47Uxc+N5HUylGZ+yY8jFPy+zmJMbz1rtN4HXG41p8SiLpV9PY7GCbL4v20Pp/xmVqbpctrSVVZc7L1y4QC1btqTu3btTmzZtKCwsjJKSksyv6/V6GjduXLl3EgAAAOBuNf1yp1WDtDfffJNat25NqampdP78eXJ3d6euXbtSYiI/2wEAAABwP9X0xAGrLnceOHCAtm/fTj4+PuTj40MbNmygyZMn02OPPUa7du0iV1fX+9VPAAAAAAvV5YyYraw6k1ZQUEAODv+M61QqFS1btoz69+9PYWFhdOHChXLvIAAAAICMyY5HdWDVmbQWLVrQ0aNHqWVLy7IvixcvJiKiAQMGlF/PAAAAAB5gVg3SBg8eTD/++CM9//zz7LXFixeTyWSi5cuX29SRqlyn0p6anCUGnpmmPGtT2WeiUvNMNKWfnSxjTZaRKsvkrBXgw2KFeTwLy8GR72YOnrzGZX42z8aTZZpeOMqzs65e4LXtdtW2zDycPJnX7At9YTuLFW1cx2Ix646xWN41A4vJskCz43h2pyyWl8a361J7C4vNCGvNYsen/JvF9pxsymKxp5JYzFAo2Qck+3yrR+qzWM9H+PttrT7MYlp9NosZ9VksVniT11d1r8/nZjTVrsNie85Y7qN5ep6xVyLZn2S1Ow15PLNPmqltR51OmfI+5ik/hlTd429pGrWxrNXZsSM/Hnnp9CyWd43XetS684zFXOL7gD1kx4Zza2JZrOvDf7JYWLfOLBZ3ltc1LiqQHJMkNWdl5DMR8D6X9z5vL1zuvENkZCRt3Lix1NeXLl1Kpir+wwYAAICaAYkDAAAAAFUQzqQBAAAAVEEVfSZtyZIlFBQURDqdjkJDQ+nIkSOK2q1evZpUKhUNGjTIqu1hkAYAAADVkknY/rDWmjVraNq0aTRnzhw6duwYBQcHU0REBKWmll3d5fLlyzR9+nR67LHHrN6mTZc7jxw5QgcPHqTk5FtlfOrUqUOdO3emTp062bI6AAAAgAplMBjIYLBMtpDVFr9twYIFNH78eHNlpeXLl9Off/5J33zzDc2cOVPaxmg00siRI+m9996jvXv3UlZWllV9tGqQlpqaSs888wzt37+fGjZsSP7+/kRElJKSQlOnTqWuXbvSr7/+Sn5+vHbfvZR3JpHSTBUlZNkxOjdlE/ca8pVlCNnz/m19X9asz1FSr83N00XR+vJzeCajWmE2mdLPRVaz7u7Y/Pk808tR25DFXp70BYs92XUVi6Wv50k0FzbwbK2iTL7/GAv4+8o4xvun9+AZr7mpPHuynelfLBbarSeLne34BIsdTfBiscwsvg/4+/LfVJDLRRZzv3SOxUzXLrNYSR7fL3SSOq+ubR5msRi/MBY7vcEyczUrNYstU1TIs49l9TJlZFnegvjnpDRTUum+bc+xrDpmcsqOre61PVls4JNeFs+fSOYzC2Qs28ViWTdusljOVb4vOrrz/x6Lc5TVNZbV+JTFZNnGx5ZtY7HHvL1ZTPfCayz22Zf8e0yO55nvMrJ9SrbvKf29VBR7EgCioqLovfcs6z7PmTOH3n33XbZsUVERRUdHU2RkpDmmVqspPDycDh48WOo23n//ffLz86MXX3yR9u7da3UfrRqkTZ48mYxGI8XExFDz5s0tXjt//jy98MIL9Morr9DPP/9sdUcAAAAArGFP4kBkZCRNmzbNIlbaWbT09HQyGo3mk1O3+fv7U2ws/+OciGjfvn309ddf04kTJ2zuo1WDtC1bttCePXvYAI2IqHnz5vTZZ59Rjx497rke2SlGk7GI1Bp+tgYAAABARthxYq+sS5v2ysnJoeeff56++uor8vHhc/gpZdUgTavVUnY2n5Tyzk4pecOyU4wNmo2hhs3HWdMdAAAAeICZKmi+Mx8fH9JoNJSSYjkZckpKCtWpwyfXvnTpEl2+fJn69+9vjt2eR9bBwYHOnz9PTZo0ued2rcruHD58OI0ZM4bWrVtnMVjLzs6mdevW0bhx4+i5556753oiIyNJr9dbPOo3HWlNVwAAAOABJ4TK5oc1nJycKCQkhHbs2GGOmUwm2rFjB3XuzCtCtGjRgk6fPk0nTpwwPwYMGEA9e/akEydOUIMGDRRt16ozaQsWLCCTyUTPPvsslZSUkJPTrcuTRUVF5ODgQC+++CJ98skn91yP7BQjLnUCAABAVTVt2jQaM2YMdejQgTp16kQLFy6kvLw8c7bn6NGjqV69ehQVFUU6nY5at7Ys4efl5UVExOJlsfpy57Jly2j+/PkUHR1tMQVHSEgIeXh4WLO6ciPLVlKS/WRPXTtZ1qaTM7/UW5WyppRy9uB1NRs253Ubn3qCZ+KlZvE6i1s2XmGx5PjrLCarfVqepBmgkuU+/fAAi33fmGcTDhg6lsWeGfoTi2X+xBNpYn7m9UdlmWMl2TyWdY7Xtzx8gWex+YacZLFaDVay2MhH+D2mGf0ns1jAaZ7Nmvf9Gd4/STavsYhnuOalSrJtnfkfa643brDY5QY82y0747zFc7UD/93KahuqNTyDTUaW5a00+012DFGqvLO3q9IxyTewLos91JYfa8Y/nsxixf/Xx+L52Uy+36nU/GxJUS6vVesZxDNKTUb+PRqL+Wen8+TH/eSD6Swmy+6UKUji/UvdzTO6m4ZcYrHGLZvxvijM7pSR7Xv27Mv3gz33pFlr+PDhlJaWRrNnz6bk5GRq164dbd682ZxMkJiYKJ25wB5Wz5MWExNDhw4dos6dO1PPnj0pNjaWFi1aRKtWraJRo0ZRr169yrWDAAAAADIVXYNzypQpNGXKFOlru3fvLrPtypUrrd6eVYO0zZs308CBA8nNzY3y8/Np3bp1NHr0aAoODiaTyUS9e/emrVu3YqAGAAAA910Vm7at3Fl1Xu7999+nGTNmUEZGBq1YsYJGjBhB48ePp23bttGOHTtoxowZNG/evPvVVwAAAACzikocqCxWDdLOnj1LY8eOJSKiYcOGUU5ODg0ZMsT8+siRI+nUqVPl2kEAAAAAGSFsf1QHVt/hplLdGn2q1WrS6XTk6flPuQ53d3fS6/nNwAAAAABgHasGaUFBQRQXF2d+fvDgQWrY8J/ah4mJiRQQEFB+vQMAAAAohYlUNj+qA6sSByZNmkRG4z8puXfP9bFp0yabkwYqo+ivbP2ylHoZWWqyIU9ZMfWqRPa5e/rw6Q1CO/HYI6780naBF5++41KreiyWm8WnkdCnZJTaz4ok2y+S46+x2H8XJrFYdM++LDb8lSdZ7LHevGD75VW/s9iVnZKpSiTTAJhK+Ln7tOhMFsu+xqchMeTwouO+6R+xWFEtXuQ6P5l/ZyWFfKoK/TVe1Fo2xYGbH99/NK4uLHYjg/9One6aviMng5/V17o4s5hsOh2lx6Pynh5Dtl17pgqqStNtaF35Z9+1F59x/fmWx1lM8+1SFou9aLnvFen5dDVab0cW86jHp4oKDG/PYtS9Dws5JSfw5Yr5lBnF+fz3nX40i7eVMBbwfer6MX4caJfC60U2adyWxY5LplSSTUeklNIpaypKdblsaSurBmkTJ04s8/W5c+fa1RkAAAAApapLAoCtrJ4nDQAAAKAqqOlTcGCQBgAAANVSTb/caXV2pxCCEhISqKTk1vX/oqIiWrNmDX333XeUns5LYQAAAACA9aw6k3b+/HmKiIigq1evUuPGjWnr1q00dOhQio2NJSEEubi40IEDB6hZM14/DAAAAKA8VXRZqIqmEkL5ycJBgwaREII+/PBD+uabb2jLli300EMP0c8//0wmk4mGDh1Knp6etGoVz2y5l+6D97GY0uKu5ZnBJM+u4juBrIiyTFXKrpJxdNYpWs67Tm0WmzmZF1P3cuQZdU6CZw8u3saLKP+97QSLmYx8H6jqn6kSDR/mWW39+/Ms2MEpn7HY+S9/ZbHU4zyTU1awXe3A92UHD/63ml9b/n1nX89mMedaPGPPVKws41FWrDogmBfcrvUyT1h698hjLHZ401GL5y5ePIuv2CDJxCvg+6dSDlpeEL5Esg0ZpcXZq+P+3qBlIxbr2qMBi43z5hnN+p/WsNjlvRdZzFFn+fl51OPZxwGhLVksaeC/WOx4Cj8eHT/D94vMdF7Efdxgvg80XPoii5394SyLlWTz36iMypH/boMi+PHCY/4iFlu6l580STifwmJXYySZqwrt2xBmc1t7/XLY9t/HkNCqVSxexqoeHjhwgN577z1q06YNffjhhxQbG0vTp08nR0dH0mq1NHPmTNqzZ8/96isAAACAWU2vOGDV5c7c3FyqVasWERG5urqSq6urxeS1DRo0oJQUPkK/m8FgIIPBYBEzGYtIreF/kQAAAADIVJfBlq2sOpNWt25dSkxMND//+OOPyc/Pz/w8LS2NvL35pKd3i4qKIk9PT4vH1Qv/s6YrAAAA8IAzCZXNj+rAqkFaeHg4xcb+M8vxpEmTyN3d3fx869at9Mgjj9xzPZGRkaTX6y0eDR4aZU1XAAAAAGo0qy53Ll++vMzXhw8fTmPGjLnnerRaLWm1WosYLnUCAACANWr65U6rJ7ONiYmhQ4cOUefOnalFixYUGxtLixYtIoPBQKNGjbK5dmdVyZaUrV8o3KQ8W4svJ8uotCfDzB5Kt5t5I43FPlvFayrOHCfJdIrfwWLdO45msauXeLbS9fOXWayq1yhUIvHsJRb7+koyi515gmc2vvUM/y6MxbtZLONMFovJMj5lGWY39vF7SzXOfP8uzleWyenowts66JQdfnLcecZnRuq9aw/mZ/Fs1PJmLFaWnSejtO5nRezvsm3IuHnzDMqHQ5uy2AtPZLGY78oXWCwxhtfEzYznmcqy/x9qt/a3eF63bw+2zLE2E1jst218vzsXHcNi2em8H+61vVjsQkprFmvfmdcC1W2/wGJ5kjqdoliS4SuJpcXyurn1fv+CxXr2/oTF9Dd55rM+vRaLFRUYWMxRktFcmTBIu8PmzZtp4MCB5ObmRvn5+bRu3ToaPXo0BQcHk8lkot69e9PWrVttHqgBAAAAKFXTy0JZdU/a+++/TzNmzKCMjAxasWIFjRgxgsaPH0/btm2jHTt20IwZM2jevHn3q68AAAAAZkKobH5UB1YN0s6ePUtjx44lIqJhw4ZRTk4ODRkyxPz6yJEj6dSpU+XaQQAAAACZmj5PmtXT7apUt0afarWadDodeXr+c4+Cu7s76fV8xnkAAAAAsI5Vg7SgoCCKi4szPz948CA1bNjQ/DwxMdFiclsAAACA+8UkbH9UB1YlDkyaNImMd9RSbN3aMqtl06ZNdmR3Vq/sPHsYi4sruwtWk9UjzLiezmKLfuIZmou6ubLYEzmrWezq4yNZ7Lckvg1ZxpGxBuw/hbl5LPbXukMsVtzvbRZ7dyTPnkz4fS+LXZNkbQpJDU2VI//7zVRi+1HNZLS9bZKK11VMTbxu8/rKU0UctypiG84ebixWvyn/LT/SkdfrfbYh30cz3n6XxeITs1hMVr/VO8iLxRoNDWex66HPWjxfcLQhW+bsdzxj+soZXgdU4+jIYrLsW30Kz6g8eoxfPeowYByLNex8kMXOX49jMaMkk1Om4Do/Dp7+334We6TgVRbL6s2n08rL9WOxK+cus5jO0epJIe6r6nLZ0lZWfdoTJ/LpAO40d+5cuzoDAAAAoBQGaQAAAABVUHW5bGkrDNIAAACgWqrpZ9Kszu4EAAAAgPvPqjNpBoOB1Go1Of7/mywvXbpE33zzDSUmJlJgYCC9+OKL1KhRo/vSUQAAAIA71YCcsTJZNUiLiIigKVOm0JAhQ2j//v30+OOPU/Pmzally5a0ceNG+s9//kPbt2+nzp0736/+VgqltfNk2UCytkpr9lUWWQ1SWZ9zb/KspvQbziwWX7c7izW99CeLPd3oBIvtb+DPYunXee3K/KzqlzFrq7NHed3P7RNns1iPrH+xWFYiz/jMv8GzxFSOfDZuR3e+X2ic+P6tUvO2siw+jSSDVGkN34LcfEXL2UppLUuZqp6p7iCpvehRi9fkfHEor80bEs+zAs9P/5HF9NdyWMzZS8tinvW9WSxo1AAWW+fzCotFby2weH728Fm2TFGhstrE9mTcn9h1gsX2tgpjsXHP9GWxpFNfs1jWOf7ZyWp3Ggv4flak57VkDTf5+p5Ub2KxuJZPspizK//O4o7x7NjKVNMvd1o1SDt+/DgFBwcTEdHbb79NkydPpgULFphfnzVrFs2YMYP27dtXvr0EAAAAuEtNH6RZ9eei0Wg0z5MWGxtLY8aMsXh97NixdPLkyXuux2AwUHZ2tsXDZOTzcAEAAACUpqZPZmvVIC00NJQ2bNhARERNmjRhA7ITJ05QrVq17rmeqKgo8vT0tHhcu/i9NV0BAAAAqNGsutz54YcfUp8+fSgvL4+ee+45+te//kVxcXHUsmVLOn/+PH322WcUGRl5z/VERkbStGnTLGJPPnvYup4DAADAA03Ydb2T3z9b1Vg1SOvcuTNt2rSJpk2bRocP3xpUffTRR0REVLduXXr33Xfp9ddfv+d6tFotabWWNySqNfxmVgAAAIDS1PR70qyezLZz58508OBBSktLo/j4eDKZTBQQEEBBQUF2dURpRmFlsCdbq6pnesko/dxl7y3jOq8N+fvRxiz2Ly/+yyqRDNSddLymnqzG5YNEVj/w+9XXWKzHiH4s5rSW11nMJ57dKcvklGWTObry70dKkt2Zn8Ez73KSs1ns4ZMrWKxO0FAWuxqToKwvCsj2bZ0br0GrceKH0PwsSXZeFToOBD/WmsW6hfL31mbzNBY7Ldl/CrL4/uNZ353FgsLbs5hjaDcWW23k3+2hfTdZLCM5y+J5fnYuW8aerE2tK89UN+QVsJijs47Fdm27zGLtXhrBYm3HxbPYsWXbWCznvLJs5qJM/n6vHuLbaNs/k8VaN+HrO/JXKotVteNvFfpp3RdW55nHxMTQihUrKDMzk0JDQ8nb25vmz59PL7zwAu3cufN+9BEAAACAEcL2R3Vg1Zm0zZs308CBA8nNzY3y8/Np3bp1NHr0aAoODiaTyUS9e/emrVu3Uq9eve5XfwEAAACIqPpkadrKqjNp77//Ps2YMYMyMjJoxYoVNGLECBo/fjxt27aNduzYQTNmzKB58+bdr74CAAAAPDCsGqSdPXuWxo4dS0REw4YNo5ycHBoyZIj59ZEjR9KpU6fKtYMAAAAAMrjceReV6lbKqlqtJp1OR56e/5QTcXd3J72elwoCAAAAKG9KS8nJVf0pOKw6kxYUFERxcXHm5wcPHqSGDRuanycmJlJAQED59Q4AAACgFDW94oBVZ9ImTZpkLgtFRNS6tWUq96ZNm2xOGlA67YPSYudVWVWebsResr9q4uN4urd+CE/H9z27ncVCOr7K26bzaRrSrtxQ2sX7SuPIp6SwZxoAxduV7FMOeVksVlzI9zNTCf/OClN5n51q8cOFmx+fusHVh8dktB68gHdqTBKLFV29ymJPP12fxb792nIKhqzkNEX9kJF9j46SwuSyaR8q4ngkmw6kYYuGLNajhx+LDXb+k8WMu3jB7Qsbo1lMNm2Ke103FvNtWY/F9AMnstjamBYsFhvDp9s4s6/ib6ORTbchU1zAP5MbF66w2JrtPizW6InnWMxv9wkWy41PVNQXmZJCXnQ9f89fLNby+e4s9lDbBiymdeFF1ytTdblsaSurBmkTJ/If2Z3mzp1rV2cAAAAAlDJVl1NiNrJ6njQAAAAAuP+sThwAAAAAqApwuVNi586dtG/fPkpKSiK1Wk2NGzemAQMGULNmzcq7fwAAAABSGKTdITU1lfr3709Hjx4ltVpNJpOJ2rdvT2vXrqU333yTpk2bRh9//PH96isAAACAmamGj9KsGqS99tprVLduXbp58yZptVqaPn06ZWdn09GjR2nnzp00bNgwqlevHr3++utWd0SWtanWSLIgjTw7rTwzPisie7SmZHLKyD6rzJQsvpyKf86Jazay2ItP8GLixU+8y2IbvucZpLKsq/tNtn9WhJJinsGlKiliMVMx75+QFD9XOfLvR6PlsTrBPKPQrW9/Frvpz7P4dEW8EHngL9+wWOY5Xjj9Sc0MFnOdZFntZO4c27M7heCfSWE+z/Yr78xd11qeLObizjM523YKYrHeHXih85Czn7JY0iae2Xf1CM+gdfbiWXwNO/Pv2y+0DYvd7MmzFv/9J8/4vHTqDItlp/HfclXmIMn6lWVbp1zl7+tgdlsWe3JwTxbTX/uNxW6e5VnuxgK+3+bf4PvF9SMXWeyhjjzDt0Pwyyx2/mTFH1fLIvmp1ihWJQ5s2rSJPvzwQ/Lw8CCtVkvz5s2jH3/8kbKzs6lXr160cOFCWrZs2f3qKwAAAICZEMLmR3Vg1SBNq9WaKw4Q3ao6YDQaqaTk1l/xXbp0ocuXL99zPQaDgbKzsy0eJiP/qx8AAACgqliyZAkFBQWRTqej0NBQOnLkSKnLfvXVV/TYY4+Rt7c3eXt7U3h4eJnLy1g1SOvWrRvNnj2b8vLyqLi4mN566y1q3Lgx1apVi4iI0tLSyNvb+57riYqKIk9PT4vH1bj/WdVxAAAAeLCZTLY/rLVmzRqaNm0azZkzh44dO0bBwcEUERFBqamp0uV3795Nzz33HO3atYsOHjxIDRo0oN69e9P169cVb9OqQdonn3xCJ06cIC8vL3J1daWVK1daXN6MiYkxF2AvS2RkJOn1eotHg2ajrOkKAAAAPOAq8nLnggULaPz48TRu3Dhq1aoVLV++nFxcXOibb/i9tERE33//PU2ePJnatWtHLVq0oP/+979kMplox44dirdpVeJA48aN6dSpU7R//34yGAz06KOPko/PP6UulAzQiG5dNtVqLW9KVWv4zZcAAAAApbGn4IDBYCCDwTKxQjY+ISIqKiqi6OhoioyMNMfUajWFh4fTwYMHFW0vPz+fiouLzVcflbB6nrQrV67QtWvXqHPnzuTj40OxsbG0aNEiMhgMNGrUKJtrd6rUvBq9LCbLRCtPsm1qHPkA0ijJplOaBVrV64+Wd//y9Ly+YWwJz/Zr1bgOi+Ve4jXwQh/NY7GYdk35Ng6fs3heEZ9xZe0DbpI6mMkNQ1nMuZYzi+Um8KxFjTPvn29zXnvQ7cm+LPZJ4mAW27nobxbzD+LZfq++sIjF2m5+m8WKc/g+9YiLZabgE8O7sGXOHueXGWR1Fp10OhYzSLI7ZXV4ZWQZ3Y7OfBtN2wSx2JM9eW3M9u6xLOa8+jMWO3+AL5eTxD87Ga9A/h9JwPCBLBbdYDiL/bmX1z6N/ZtnchYV8MzDqkz2fcv+Lygx8Huss1KzWOzQCV8Wa/34CBZrdDqGxQw5p1ks53w+ixXn8P6ln+OZpnX2HWCxx0fy7NMjbduxWGWS1YtWKioqit577z2L2Jw5c+jdd99ly6anp5PRaCR/f3+LuL+/P8XG8t+ZzJtvvkl169al8PBwxX20apC2efNmGjhwILm5uVF+fj6tW7eORo8eTcHBwWQymah37960detWmwdqAAAAAErZk6QZGRlJ06ZNs4jJzqKVh3nz5tHq1atp9+7dpJP8EVgaq+5Je//992nGjBmUkZFBK1asoBEjRtD48eNp27ZttGPHDpoxYwbNmzfv3isCAAAAqERarZY8PDwsHqUN0nx8fEij0VBKSopFPCUlherU4VeB7vTJJ5/QvHnzaOvWrdS2LT87WRarBmlnz54133c2bNgwysnJoSFDhphfHzlyJJ06dcqqDgAAAADYwmQSNj+s4eTkRCEhIRY3/d9OAujcuXOp7T7++GP64IMPaPPmzdShQwer35/V96TdnidNrVaTTqcjT89/Zsh2d3cnvV5vdScAAAAArFWRk9JOmzaNxowZQx06dKBOnTrRwoULKS8vj8aNG0dERKNHj6Z69epRVFQUERHNnz+fZs+eTT/88AMFBQVRcnIyERG5ubmRmxu/11TGqkFaUFAQxcXFUZMmTYiI6ODBg9Sw4T9lQhITEykgIMCaVQIAAADYpCLLQg0fPpzS0tJo9uzZlJycTO3ataPNmzebkwkSExNJfUdS2LJly6ioqMjiiiNR6ckJMlYN0iZNmkTGO2oTtm7d2uL1TZs22Zw04OrpwWI5GTdZTOPIs4ZkZDX1dG6WNfBk2VqOkjpsstOiWheeJVci2aYs80TWN9n7ktUPlGWdFUsyieQ1Tnnm6t2fCRFRfhavCefXiGfi5d7ktRddPflfBy7uPPNwz0n+fts/w+fKy/JowGK1VVksplbzbdxdU0/2ucvqw8rIPk9ZW1lWV73mQYq2ERBYm8UK8iTra8B/K34+/Kdc58oWFjM18GIxJ1e+zxdJths0KIzFlmXxzL6/NvBMTtnncv38ZRb7XDLd0COPLmCx1934ggXLLO+Hnd6KZ/wef/EtFlv+PX//skw8Zw/Jb0XPfwOy44Vfw7os1u3xRiw2tAXPgPTY8h2LXdt9gsXiz6ezmDDyvng2cGexJv06sVhuxPMstlFSa/J/y+NZLDVB+WSdFU2WoSk7Tis9Nug8+P8FsmOtSXI8j49JZrF9zfh+8WxEHxZz3nuBxXId+f9popi/t6JMfixMj+XfWf2tP7HYywPrsxgRr+laUSq6wPqUKVNoypQp0td2795t8VxJBaZ7sWqQNnHixDJfnzt3rl2dAQAAAFCqutTgtJVViQMAAAAAUDGsThwAAAAAqAqszdKsbmw6k2YqZWZ0k8lEiYmJdnUIAAAAQAkhbH9UB1YN0rKzs2nYsGHk6upK/v7+NHv2bItEgrS0NGrUiN/0CAAAAFDehEnY/KgOrLrcOWvWLDp58iStWrWKsrKy6MMPP6Rjx47R2rVrycnpVoaUrTfxdYloxWLpqTxTpaSYZ9kVFvBMFdly+TmW6zNKMvZMJfwsYVEhry8ny/yRZQDq3HjmjyG/UNH6PH08Wcxk5P1zcORtiw38M3H15BmQWi3fBYqK+Pto3sKbxQxF/Lu+eZN/Vo2CJJmXksSpFM+HWCwgg9enu1yLTwg4egDP0NtQO9ji+aVzSWwZfXoWi/nU4/X0Ahry9/9QU57t5yRJPm5Tl2cpezrwDFpPA6//pjbx79HtykkWM0hq+xmd+czZvu2asVjSYd62fteWLKaqw7O6UhL4vmzI479bpWQZn96+PJu1MIJnbgqjZTarPpZnHT6i/YTFXh4xncWSs/kM4vuP8Jqxnl78M3Zz47+pAF/+9/DTjr+x2M3Pf2Cx47viWEyWtanS8IxCn4d4/c2gp3hN07878/qof+zi27giqXN6MzmDxWQqo2axbJuyOqqy5WTZ4LJ6q0UF/Dcg4yRpKztOp2ZI/g9qzI9JPg/5sVjGKT5PqVGS3Wks4NtI3HFD0pYv18TzvyxGTd7nsQpS0dmdFc2qM2m//fYbffHFFzRkyBB66aWX6OjRo5SWlkb9+/c3V5K/PdktAAAAwP1U08+kWTVIS0tLo8DAQPNzHx8f2r59O+Xk5FDfvn0pPz9f0XoMBgNlZ2dbPEqK+RkYAAAAgAeVVYO0hg0bUkyM5aURd3d32rp1KxUUFNDgwYMVrScqKoo8PT0tHnt+n29NVwAAAOABhzNpd+jduzetWLGCxd3c3GjLli2kk8yGLxMZGUl6vd7i0X3gm9Z0BQAAAB5wJmH7ozqwKnHgvffeoxs3+M2FQghyd3enbdu20bFjx+65Hq1WS1qt5Q23Do4l1nQFAAAAHnDV5YyYrVSiHGoqODk50cmTJ6llS54RplTCpYss5mrIYrE8rReL5Zh49pdMaoFltmSugY9RtQ48m0WjVvYRadS8rcnEEykKivl2PXS8tmFhCU+B9HPhtQJrq3nNPkcjv8fP4MCzLFWSenI+GedZrFjHP2OjhmdUuty8xmLSCWnieI1ClZafiU3ZfZjFPIJ45p32cV7bzqSxTLXM8+D1ExNEExZrqOEZbN5pvE6eOpHvs8k7DrBYsST7uCiXZ4QFdOSZl8nRfBslBp6d5uwtq13K9zOfYL4NhzbtWKywNq/Fl+4WxGKnM3ht1TNxfJ/6ew/PUHRw5P1Lu8L/CGzeiWd+D3nKi8U6rrMsW5cZx2sR1usRwmIaD75vFzdtw2IGZ57hW6DlGdg+V6P5cgf2sdjVfTyrNicpl8XUkuxt/1Y8sy8gjL+3ohBeS/k/p7qy2Kkjl1ks/SqvK3m/szHtIcvQlJG9h/LOPJWtT+mMAHWb8d/ewEE89nT65ywWu/RnFkuJzmSxkmx+UkTlyP+v0jjzPvu09WKxkF37WayiTJjH359SX8zk2c9VjVVn0qZNmyaNG41GmjdvHtWufatA9IIFvCAyAAAAQHmq6RUHrBqkLVy4kIKDg8nLy8siLoSgmJgYcnV1xRQcAAAAAOXAqkHa3Llz6csvv6RPP/2UevX65zS6o6MjrVy5klq14pclAAAAAO6Hcrhjq0qzKrtz5syZtGbNGpo0aRJNnz6diiUzMgMAAABUBEzBcZeOHTtSdHQ0paWlUYcOHejMmTO4xAkAAAAVrqYP0qy63Hmbm5sbffvtt7R69WoKDw+X1sAEAAAAuJ9qeu1Ou6fguHbtGkVHR1N4eDi5uvKC00olzxjFYkU5vMxUoZ7HPOr7sJiTJ++LuKuwrlrLp5AwFfPUZEcPNxYjSXq2kA1WVZJUbMl2jfm8KLVsucI0nm5clM0/E9n7KM7n03IU5fGpP1RqfmbUWMTXp5ZUSVc78Pcr24Yhh09BYSzin6khh7d1lhS11nrw6TtcfSz3AZOkKLWTK/+MC27yzzPjIi8iLftLrDCD3wIgK2Ys4+guqTov4V6fT7dRp209FlNLprhwdOGfnXsrXthe37Efi3md3sk748lT2NODOrLYDROfqsPTkReZzzc5s1iJib+PNnE/stjNXXstniceuMSWca/Df8uy79GzIT+myI5HOm93Fks/nyTZhrJpHwpu8uNAvRA+/YLLy6+x2Cd/d2KxSzF8Go30ayksZsjj260JNI6OLCYrnF4RZH2RHWtl2vfgU8J078R/K30SPmWxo3NXs5j+XJ6i7cq4BPFjbc+4kzavz15jZvN9XKlv3+fTOVU1Np1Ju1P9+vWpfv365dEXAAAAAPj/7B6kAQAAAFSGmp7dafcgLSEhgS5evEgBAQHUunXr8ugTAAAAwD3V9MlsrcrunDx5MuXm3ipbUlBQQEOGDKGmTZtSREQEBQcHU69evcyvAwAAANxPNT2706pB2hdffEH5+bdunv3ggw/o8OHDtH37dsrNzaU9e/ZQYmIiffTRR/elowAAAAB3EkLY/KgOrLrceeeb2rBhA3388cfUs2dPIiLq2rUrLViwgGbMmEFRUVFWd+Tcz6dYrDCVZ/bJqB14QWxTCf8CdH6WmXyy9TvV4hk4opivS7Z+tYOsQC0fBxfn8CxQnR/fbmGq7VlIxgLbp0WRvV8HD76ryIr0yt6vjNKMR5kc4ll2suLAd5MVCxbFvB/29E1G1jfZZyz7zmT7VK4jz8TLS8vh65Nk5Oam8qwur3ie7ed6hP8ekwt4drCDM88WvZnwHYt5SrJo3ep4sZi7JOPRPagui105cIbFrh/mWZV3y0vin53OR/IeLmexmCz7WOOkbH93dOG/7waPNmYxB0n2retTg1jsi4RuLBa9h2fYNWoVyGLFRfy4onPhGXuF+TwD28WdZxbn6fk+pZO8D326nsXcJNmxSt19JqQgl3+3QkiyaiUZ907OfP90dOLfmUGSIe/sxj+7YoNklgAtP4amX0+T9IV/dhdPX2UxHx+eld0kZCyLeTbYxGK5CfyzUnrcK8rk760yyTKnaxKrJ7O9PXFtcnIytW3b1uK14OBgunqV70wAAAAAYB2rEwdmzZpFLi4upFar6caNG/Twww+bX8vIyFA0V5rBYCCDwfIvkiJhIifJXzgAAAAAMkgcuEP37t3p/PnzdPz4cWrVqhVduWJ5mXHjxo0Wg7bSREVFkaenp8XjRz0/7QsAAABQGtyTdofdu3dL40IIUqlUNGLECBo7duw91xMZGUnTpk2ziB1o08WargAAAMADrrpkadqqXCaz1Wq1dPLkSWrZsqXi5bVay5sjcakTAAAArIFB2h3uPvt1m9FopHnz5lHt2rWJiGjBggVWd0SW8SjLgJNuX+FyBdd5Zs7dDCnKMkrLW64kU7IqkWVyypR3ZqRSSvaVEkk904qgdD+WZnxKYvmXedZd/PVEFpNlhsqydHOu8mxZR3ee8SnLaLbv+77BIvLP6rSitRXn2Pb9FmXybEeVo8KsTUm9VVmGs9qRf04lkmxZj6a8xull31AWc8nm3+3jA9qymCQxlty0vH5piYn32VDCt+HlzD+rwhI/FqvlzPfR63pePtDfgy8nk5DGs0ob+Vrut0Lw/qbn8UxJNy3fT1L1PLszwIt/P0bJNm7m8SzQEqMk01/N9+3kDP59e7nztnkFktkEJHU/fY38N6V9lGeBJv/Nby+S/b5lv0dZRnxlMkkyeGsSqwZpCxcupODgYPLy8rKICyEoJiaGXF1dzdmfAAAAAGA7qwZpc+fOpS+//JI+/fRT6tWrlznu6OhIK1eupFatWpV7BwEAAABkavrlTqtuBJs5cyatWbOGJk2aRNOnT6fiYtsnWwUAAACwB8pC3aVjx44UHR1NaWlp1KFDBzpz5gwucQIAAECFwxQcEm5ubvTtt9/S6tWrKTw8nIxG20sQAQAAANjCVMPLQtk1Bcezzz5L3bp1o+joaAoM5DXirGFPrUmAB53SzFBTibJbFGQZj0q3W91ID/Elyuqoqhz5IdRBJ6kRa+RbkdVb9ZZst0nsbyzWyN2bxUxevNqLQ3YGi1FiKo951mIhw2leC9Spjj+LFV7jGYXOTZuwWAjfKolink0vCnnGZwfJiQDTacvsS0cfH7aM4do1FpO9B5Un/zwpl3+PlM/rlJIzzzylPP7dkgPPAjVm8u9Ho6nHYqbUZBZTB/LPmC7w7SbF85q2Smodl6ayMvhLU10uW9rK7nnS6tevT/Xr89RqAAAAALBduUxmCwAAAFDRBOZJAwAAAKh6cLnzLidPnqTo6Gjq0aMHNW7cmM6ePUtLliwhk8lEgwcPpoiIiPvRTwAAAAALGKTdYe3atTRs2DDy8vIig8FA69ato6FDh1KHDh1Io9FQv3796LvvvqMRI0bcr/4CAAAAEFHNLwulElZMFhISEkJPP/00vf3227R69WqaNGkSTZs2jWbNmkVERJ9++in973//o+PHj1vdkY0uLVisJmSOAUDNoDQjTuMsyQqUkNX99AjkGZoyDlr+97WTK68/mZfGsxFNRn5c1brztrkpvK1KUi+ypJBnXrrU1rGYjEqjbH2OLpL6mIWWNTgddPwzKc7nWcqydUn7JnmvWjf+ORkltSxLDLw+qOyMjyGHZ7d6NfBgsYIsnvGq8+B1SQuyClisMIvXIM1N4MvJKM3k7Fd8XtFy90Pv560fb9y2dVX7cuzJ/WHVZLbnz5+nkSNHEhHR8OHDKS8vjwYNGmR+ffDgwXTx4sVy7SAAAADAg8iqy53u7u6UkZFBQUFBlJWVRSUlJZSR8c88LxkZGeTm5nbP9RgMBjIYLEf3xcJEjiqrCyAAAADAA0rU8MlsrRoVhYeH0yuvvELff/89jRkzhnr37k2RkZEUGxtL58+fpxkzZlC3bt3uuZ6oqCjy9PS0ePxUkmnzmwAAAIAHD2p33uGTTz4hDw8PmjhxIhUVFdGaNWuoQ4cO1KpVK2rVqhXduHGD5s2bd8/1REZGkl6vt3gMc+AzXgMAAACURgiTzY/qwKrLnf7+/rR161aL2Oeff05Tp06l/Px8atGiBTk43HuVWq2WtFrLmx5xqRMAAACsYaomZ8RsVS6T2bZo0YJOnjypaIAG8iyxyspkVZqxVpX6J8ueE5IMK1PJvfv8oGUQa5z5H0NKPieiivmsqspvQ/Y5OXjw41tJNs/ik9X4lNUmLsrk+2xq6k0Wc3RXdlyV9bkwlWcPysg+Y6XfhWy5gus8o1D2uy3O4Z+fjOwzvXu/lfVN9pmoHHlMtpysfq2SfhAROdXiGaSGFP5dyD677Au5itaXksrrfirtn3wf5fuj0uMv3D9WjaqmTZsmjRuNRpo3bx7Vrl2biIgWLFhgf88AAAAAylDTEwesGqQtXLiQgoODycvLyyIuhKCYmBhydXUllUrZmRkAAAAAe1SXBABbWXUj2Ny5c0mv19OsWbNo165d5odGo6GVK1fSrl27aOfOnferrwAAAABmFZ04sGTJEgoKCiKdTkehoaF05MiRMpf/+eefqUWLFqTT6ahNmza0ceNGq7Zn1SBt5syZtGbNGpo0aRJNnz6diov5NXsAAACAilCRU3CsWbOGpk2bRnPmzKFjx45RcHAwRUREUGpqqnT5AwcO0HPPPUcvvvgiHT9+nAYNGkSDBg2iM2fOKN6m1SmVHTt2pOjoaEpLS6MOHTrQmTNncIkTAAAAKpwwmWx+WGvBggU0fvx4GjduHLVq1YqWL19OLi4u9M0330iXX7RoET355JM0Y8YMatmyJX3wwQf0yCOP0OLFixVv06Z5L9zc3Ojbb7+lyMhICg8PJ6ORZy4BAAAAVFUGg4Gys7MtHndXQ7qtqKiIoqOjKTw83BxTq9UUHh5OBw8elLY5ePCgxfJERBEREaUuLyXsdPXqVfHbb7+J3Nxce1clCgsLxZw5c0RhYSHa3qe21a2/aFsxbatbf9G2am8TbSumbXXrb1UzZ84cQUQWjzlz5kiXvX79uiAiceDAAYv4jBkzRKdOnaRtHB0dxQ8//GARW7JkifDz81PcR7sHaeVJr9cLIhJ6vR5t71Pb6tZftK2YttWtv2hbtbeJthXTtrr1t6opLCwUer3e4lHawLOyBmmYfRYAAAAeOLLqR6Xx8fEhjUZDKSkpFvGUlBSqU6eOtE2dOnWsWl4GtZgAAAAAyuDk5EQhISG0Y8cOc8xkMtGOHTuoc+fO0jadO3e2WJ6IaNu2baUuL4MzaQAAAAD3MG3aNBozZgx16NCBOnXqRAsXLqS8vDwaN24cERGNHj2a6tWrR1FRUURE9Prrr1NYWBh9+umn1K9fP1q9ejUdPXqUvvzyS8XbrFKDNK1WS3PmzFF8+hFtrW9b3fqLthXTtrr1F22r9jbRtmLaVrf+VnfDhw+ntLQ0mj17NiUnJ1O7du1o8+bN5O/vT0REiYmJpFb/c4GyS5cu9MMPP9A777xDb731FjVr1ox+++03at26teJtqoQQNbumAgAAAEA1hHvSAAAAAKogDNIAAAAAqiAM0gAAAACqIAzSAAAAAKogDNIAAAAAqqBKnYIjPT2dvvnmGzp48CAlJycT0a0Zert06UJjx44lX1/fyuyeVFJSEi1btoz27dtHSUlJpFarqXHjxjRo0CAaO3YsaTSayu4iAAAA1ACVNgXH33//TREREeTi4kLh4eHmeUZSUlJox44dlJ+fT1u2bKEOHTpI28fExNChQ4eoc+fO1KJFC4qNjaVFixaRwWCgUaNGUa9evaTtjh07Rt7e3tSoUSMiIlq1ahUtX76cEhMTKTAwkKZMmULPPvustO3Ro0cpPDycmjZtSs7OznTw4EEaMWIEFRUV0ZYtW6hVq1a0efNmcnd3L4dPqGq7efMmbdiwgUaPHq24Ta9evWjFihUUGBhY6jK//vor9enTh1xcXMqjmzWeyWSymJfnzvi1a9eoYcOGitaTkJBAFy9epICAgHvO4XPy5EmKjo6mHj16UOPGjens2bO0ZMkSMplMNHjwYIqIiLDpvVRVRUVF9Ntvv0n/mBw4cCA5OTmV2jYjI4NOnTpFwcHBVKtWLUpPT6evv/6aDAYDDR06lFq2bCltd+3aNdLpdOTj40NERHv37rU4Tr3yyiulzlpeUFBAP/74o/QPyccff9zOT6N6SUlJoS+++IJmz56tuE3jxo1py5Yt1KxZs1KX+fTTT2nIkCFlHstKU932JyLsU5VKcZXPchYaGipefvllYTKZ2Gsmk0m8/PLL4tFHH5W23bRpk3BychK1atUSOp1ObNq0Sfj6+orw8HDRq1cvodFoxI4dO6Rt27ZtK7Zt2yaEEOKrr74Szs7O4rXXXhPLli0Tb7zxhnBzcxNff/21tG3Xrl3Fu+++a36+atUqERoaKoQQIjMzU7Rr10689tprZb7vq1evipycHBYvKioSf/31V5ltbzOZTGLnzp3iyy+/FBs2bBBFRUVlLr9hwwYxa9YssW/fPiGEEDt27BB9+vQRERER4osvvlC0zbudOHFCqNVq6Wu///679KHRaMTixYvNz2VUKpXw8PAQ48ePF4cOHbKpb4cPHxYLFy4UM2fOFDNnzhQLFy4Uhw8fvmc7k8kk4uPjRXFxsRBCCIPBIFavXi2+/fZbkZaWVmq7wsJCi+/g4sWL4q233hKjRo0Sb7/9toiPj7/ntnfs2CHee+89MXHiRDF58mTxySefiAsXLpS6vF6vF0OHDhU6nU74+fmJWbNmiZKSEvPrycnJpX4/kyZNMu+D+fn54plnnhFqtVqoVCqhVqtFz549pfuoEEL8+uuvQqPRiNq1aws3Nzexbds24eXlJcLDw0VERITQaDTi+++/v+f7lcnMzBTffvutVW169uwpLl++XOYyv/zyi8jLy7OpT3FxcaJx48ZCp9OJsLAwMWzYMDFs2DARFhYmdDqdaNq0qYiLi5O2PXz4sPD09BQqlUp4e3uLo0ePikaNGolmzZqJJk2aCGdnZxEdHS1t26lTJ7FhwwYhhBC//fabUKvVYsCAAeLNN98UgwcPFo6OjubX7+5vYGCg8PPzEw0aNBAqlUr069dPhIaGCo1GI4YOHWrev0tjNBpLjV+5cqXMtneKj48XW7duFadPn77nsidOnBBff/21uHTpkhBCiDNnzohJkyaJCRMmiM2bNyvepmy9pf0OFi1aJH1oNBoRGRlpfi6jUqmERqMR4eHhYvXq1cJgMCjqT3Xbn2732d59CmxXaYM0nU4nYmJiSn09JiZG6HQ66WudO3cWb7/9thBCiB9//FF4e3uLt956y/z6zJkzxRNPPCFt6+zsbD6ot2/fXnz55ZcWr3///feiVatWpba9fRAR4tZBy9HRUSQnJwshhNi6dauoW7eutO2NGzdEx44dhVqtFhqNRjz//PMW/xGW9Z9qnz59RFZWlhBCiIyMDBEaGipUKpXw9fUVarVatGjRQqSmpkrbLl++XDg4OIiQkBDh4eEhVq1aJdzd3cVLL70kJkyYIJydncXChQtZO71eX+Zj7969pfb39n/2KpWq1EdZbd9//33Rvn17oVKpxMMPPyz+85//iPT0dOnyd0pJSRHdunUTKpVKBAYGik6dOolOnTqJwMBAoVKpRLdu3URKSoq0bWxsrAgMDBRqtVo0bdpUxMfHi5CQEOHq6ipcXFyEj49PqYOmsLAw8fPPPwshhNi3b5/QarWibdu2Yvjw4aJ9+/bCxcVFHDhwoNQ+d+rUSajVauHg4CDUarUICQkRderUERqNRsyYMUPa7rXXXhMPPfSQ+Pnnn8VXX30lAgMDRb9+/cz/WSQnJwuVSiVtq1arzZ9DZGSkqF+/vti5c6fIy8sT+/btE02aNBEzZ86Utn3kkUfEhx9+KIS49dvz8vIS77//vvn1Tz75RLRr107a9l6q4sA/PDxcDBw4UOj1evaaXq8XAwcOFL179y617UsvvSSys7PFv//9b1G/fn3x0ksvmV8fN26cGDRokLStq6ureXAfGhoq5s2bZ/H6559/Ltq3b8/a9enTR0yYMMH8x++8efNEnz59hBBCXLhwQQQFBYk5c+ZIt1kdB/4nT54s87FmzZoyjzX169cXQUFBFg+VSiXq1asngoKCRKNGjUptu2LFCjFw4EDh6OgoateuLV5//fV7Dkir2/4khH37FNiv0gZpQUFBZf7V/O2334rAwEDpax4eHua/NoxGo3BwcBDHjh0zv3769Gnh7+8vbVu7dm1x9OhRIYQQfn5+4sSJExavX7x4UTg7O0vbBgYGms9GCXFr4KVSqUR+fr4QQoiEhIRSB5ajR48WoaGh4u+//xbbtm0TISEhokOHDiIzM1MIUfZ/qiqVyvyf6qRJk0SrVq3MP7irV6+KkJAQMXHiRGnbVq1amQeiO3fuFDqdTixZssT8+ooVK0TLli2l21Sr1aU+yhpoPfnkk6Jfv35sQOTg4CDOnj0rbSN7r0ePHhWTJk0SXl5eQqvViqFDh4qtW7eW2vaZZ54RnTt3FrGxsey12NhY0aVLFzFkyBBp24EDB4oBAwaIU6dOiTfeeEO0bNlSDBw4UBQVFYnCwkLRv39/MWrUKGlbDw8P8wAuLCxMTJ061eL1d955R3Tt2lXadvjw4WLQoEFCr9eLwsJCMWXKFDF69GghxK2za7Vr15YOohs2bCh27dplfp6WliY6deokevfuLQoLC8v8D/XOz7h169bihx9+sHj9999/Fw899JC0raurq0hISBBC3Drz6OjoKE6dOmV+/dKlS8LNzU3atjoO/J2dncv8j/fUqVOlHi+8vb3FuXPnhBC3zpSr1WqLM7rR0dGiXr160raenp7i5MmTQohbx6nb/77t4sWLwsXFhbVzcXGx+GPCYDAIR0dH83v97bffRFBQkHSb1XHgX9Z+ca/j1IQJE0S7du3M39Ft1h6nUlJSxPz580WLFi2EWq0WHTt2FF9++aXIzs5m7arb/iSEffsU2K/SBmmLFy8WWq1WvPbaa+L3338Xhw4dEocOHRK///67eO2114Szs7PFYOJOHh4e4uLFi+bnbm5uFme4Ll++XOpgadSoUeLFF18UQggxdOhQ8c4771i8PnfuXNGmTRtp29dff120bt1abNq0SezcuVP07NlT9OjRw/z65s2bRZMmTaRt69ata/GDuv0ff7t27URGRobi/1SbN2/Ozhhs37691L/4nJ2dLS5RODo6WhwkEhISpD9ODw8PMX/+fLF7927p46uvviq1v0IIsWDBAtGgQQOLU+jWHvxuKygoEN99953o0aOHUKvVpR4Q3NzcLAbrdzt69GipAwhfX19x/PhxIYQQubm5QqVSib1795pf379/v2jYsKG0raurq/mssL+/v3TgX9p2PTw8xJkzZ8zPc3NzhaOjo/kv7VWrVonmzZuzds7OzuwyanZ2tujcubPo1auXiI+PL3N/un3m1cfHx2L7Qtz6/ZT2H0WdOnXMf+RkZmYKlUplMVg8cuSIqFOnTqnbrW4D/4CAgFIvAwkhxPr160VAQID0tTsHtELw49SVK1dKPU4NGDDAPKiJiIhgl92++uor0axZM9aubt26Fpe8bt68KVQqlXnAEB8fL7RarXSb1XHgX7t2bfH111+Ly5cvSx9//vlnmceptWvXigYNGojPP//cHLP1OCWEEHv27BFjxowRrq6uwtXVlb1e3fYnIezbp8B+lTZIE0KI1atXi9DQUOHg4GD+68fBwUGEhoaKNWvWlNqubdu2YtOmTebnp0+ftrgmvmfPnlIHLdevXxdBQUGie/fuYtq0acLZ2Vl069ZNjB8/XnTv3l04OTmJP//8U9o2JydHDBs2zNzfLl26WPxHuWXLFvHTTz9J27q6urLLZcXFxWLQoEGibdu24tSpU4r+U/Xz85P+p1raj6R+/fpiz5495veuUqks3t/u3btF/fr1WbsePXqI+fPnS9cpxK1LU6X9VX3b8ePHRatWrcTLL78s8vLyFB387vyLXCYuLs7i0vadateuLXbv3l1q2127donatWtLX7t7MOvm5mbxh0BiYmKpn3GvXr3Exx9/LIQQokuXLuwM8S+//FLqAM/X19fiM8nPzxdqtVpkZGQIIW79ByXbbvPmzaX7aU5OjujcubMIDg4uc3+aMGGCmDp1qvDz82ODlOjoaOHj4yNtO2rUKBEaGir+97//if79+4uIiAjx6KOPipiYGBEbGyvCwsJKPVtZHQf+s2bNEt7e3mLBggXi5MmTIjk5WSQnJ4uTJ0+KBQsWiFq1apV6qadFixYW98b+8ccf5rPuQghx6NAh6W9PCCHOnTsnateuLUaPHi0++OAD4ebmJkaNGiU++ugjMXr0aKHVasWKFStYuzFjxoiwsDARExMj4uPjzZfcb9u9e7do0KCBdJvVceDfu3dv8cEHH0hfE0LZceratWuiV69e4sknnxRJSUnlcpzS6/XsVhohqt/+JIR9+xTYr1IHabcVFRWJGzduiBs3btzzJnghhFi2bJn4448/Sn09MjLSfLZM5ubNm+LNN98UrVq1EjqdTjg5OYnAwEAxYsQI8ffff99z+wUFBaXeX1GaNm3aiF9++YXFbw/UGjZsWOYBsG/fvmLw4MHC29ub/SV26NChUi/vvvLKK6JZs2biww8/FJ06dRJjxowRLVq0EJs2bRKbN28Wbdq0ES+88AJr9+WXX5Z606wQty593JlEUZr8/HwxYcIE0axZM6HRaGz+C1WJyZMni8DAQLF27VqLez70er1Yu3atCAoKElOmTJG2bdKkicWZs6VLl1pcroiOji71P4oDBw4IT09PMWfOHPH5558LHx8f8c4774jvv/9ezJ49W3h5eZU64B08eLB45plnRG5urigqKhJvvPGGaNq0qfn1Q4cOSbf76quvljoYys7OFqGhoaXuT2FhYaJHjx7mx1dffWXx+gcffCDCwsKkbZOTk8UTTzwh3NzcREREhMjKyhJTpkwxnwVr1qyZxeD2TtVx4C/ErXtwAgICLM4EqlQqERAQUOb7effdd8WPP/5Y6utvvfWWePrpp0t9/eLFi+LZZ58V7u7u5j9iHR0dRZcuXcS6deukbVJSUsSjjz5q7mtgYKDF2eWff/5ZfPbZZ9K21XHgv3btWrFq1Srpa0LcGvStXLmy1NdvM5lMYu7cueZ7Qe/ncaoy96fhw4dbtT8JYblP3b7f984za2XtU2C/KjFIexD83//9X6k3hBYXF4sBAwaU+h/U2LFjLR53n2WcMWOGiIiIkLbNzc0V48ePF61btxYvv/yyMBgM4t///rdwcnISKpVK9OjRw+aDjTV+//138cYbb9xzW5cvX5Zm/CpRWFgoJk6cKJycnIRarRY6nU7odDqhVquFk5OTmDRpkigsLJS2nTBhAhus3CkqKkr07du31NcPHDhgcSC7/ahXr570nrLbLl26JJo0aSIcHByEo6Oj8PLyMmcfC3HrnkHZvTyZmZnsbIUQwvzZZWdnl3lWUeZ220uXLomrV69a1fbSpUvsjPbdquPA/07x8fHiwIED4sCBA4oydu8lLy+v1P3xTiaTSSQnJyv+I1aIWzd03+v7uNuUKVOq3cC/vB09elQsXLjQfK/w/VSd9ich/tmn7kwmgfuv0uZJe9CUlJRQfn4+eXh4lPr69evXbZp3Jy8vjzQaDel0OsVtCgsLqbi4uEbO6ZadnU3R0dEWcxCFhISU+tkrkZCQQDqdjgICAspcLi0tjeLj48lkMlFAQAAFBQXdc935+fm0f/9+MhgM9Oijj5rnMrKFk5MTnTx5stT5kqpiW1tt2LCBdu7cSZGRkeTn51fqcleuXKGGDRuSSqWqsL5VRzdv3qQbN27Qww8/LH09JyeHjh07RmFhYVavOz4+npycnKh+/fpWtcnPz6cWLVqQg0OlzrteruyZEL06tgX7oCxUBXFwcChzkJCUlETvvfeeTevOzMykyZMnW9VGp9ORu7s7Xb16lV544QXpMgUFBbRv3z46d+4ce62wsJC+++67UtdfWW1jYmLo119/pYCAAHruueeoffv29NNPP9Ebb7xBO3fuLLXd7bYrVqyg2NhYIiKKjY2lSZMm0QsvvEAJCQllDtBut83MzKTQ0FDy9vam+fPn0wsvvHDP7V65coWuXbtGTZs2JR8fH4vtltZ22rRp0ofRaKR58+aZn1eltnfLy8ujFStW0Ntvv02LFy+mjIwMRe1ut01PTycXFxf66aefymwbGBhoMUCzZrvHjh2jhIQE8/NVq1ZR165dqUGDBtStWzdavXp1lWprzzZnz55NmZmZpb7u7u5e6gDt1Vdfpb1795batnHjxqUO0Epr27hxY2rduvU9B2iLFy+m0aNHm9/bqlWrqFWrVtSiRQt66623qKSkpMq0PXr0KLVs2ZI2btxIxcXFFBcXRyEhIeTq6krTp0+n7t27U05OjnR71bEtlIPKPpUHt5Q1R1RltD1//rx5fjG1Wi26d+8ubty4YX69rEyvymprzyTH1a2tSqUS7dq1s7jE1KNHD6FSqUTHjh1Fjx49RM+ePaXbrKy2LVu2NCdEJCYmiqCgIOHp6Sk6duwoatWqJfz8/Eq97HN328DAQJvbWrNdeya/roy29mzzzsuL8+bNE0lJSdLlqlLbDz74QLi7u4tnnnlG1KlTR8ybN0/Url1bfPjhh2Lu3LnC19dXzJ49u8q0tWdC9OrYFuyHQVoFKW0yztuP//znP1ZP5Hk/2w4aNEj069dPpKWlibi4ONGvXz/RqFEjcwZkWYOlymprzyTH1a1tVFSUaNSoERvAKbmRvrLa3nlv2MiRI0WXLl3MkzTn5OSI8PBw8dxzz1WptvZOfl3Rbe3ZpkqlEtu3bxevv/668PHxEY6OjmLAgAFiw4YNpVYhqOy2TZo0Eb/++qsQ4tYfnBqNRvzvf/8zv7527VqLRJzKbmvPhOjVsS3YD4O0CmLvZJwV3dbPz89iriKTySQmTpwoGjZsKC5dulTmYKmy2tozyXF1bHvkyBHx0EMPiX/961/mG4CVDJYqq+2dg6XGjRuzDMD9+/eXmspfWW3tmfy6Mtras807P6eioiKxZs0a84z/devWFW+99VapJYsqq61sHsg7E2ouX75c6iStldHWngnRq2NbsB/uSasgAQEBtHbtWjKZTNLHsWPHqlTbgoICi3tBVCoVLVu2jPr3709hYWF04cKFUrdZWW1vL09EpFarSafTkaenp/k1d3d30uv1NaZtx44dKTo6mtLS0qhDhw505swZxTfHV1bb28sVFhaye/zq1atHaWlpVaptnz59aNmyZUREFBYWRr/88ovF6z/99BM1bdq0yrS1Z5t3cnR0pGHDhtHmzZspPj6exo8fT99//z01b968SrWtU6eO+d7VuLg4MhqNFveynj17ttSkkspoO2jQIJo4cSJt3ryZdu3aRSNHjqSwsDBydnYmIqLz589TvXr1pNusjm2hHFT2KPFB0b9/fzFr1qxSXy9rjqjKaNuxY0fx3XffSdu88sorwsvLq9QzWpXV1p5Jjqtj2zv9+OOPwt/fX6jVakVnwyqjrUqlEm3atBHt27cXbm5ubN7Av/76q9SyNpXV1p7JryujrT3bvNdUJSaTqdTqDJXV9p133hG+vr7ipZdeEo0aNRIzZ84UDRs2FMuWLRPLly8XDRo0YGXaKrOtPROiV8e2YD8M0irInj17LP4zvltubm6p81pVRtu5c+eai+jKTJo0qdSBYWW1tWeS4+rY9m5Xr14Vv/32m8jNzVW0fEW3fffddy0emzdvtnh9+vTp4tlnn61SbYWwb/Lrymhra7ugoCBF9UyrUluj0Sg++ugj8dRTT4m5c+cKk8kkfvzxR9GgQQNRu3ZtMXbs2FL3y8pqK4RtE6JX57ZgO8yTBgAAAFAF4Z40AAAAgCoIgzQAAACAKgiDNAAAAIAqCIM0AAAAgCoIgzQAAACAKgiDNAAAAIAqCIM0AAAAgCro/wGLUBZt47cY0QAAAABJRU5ErkJggg==", + "image/png": "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", "text/plain": [ "
" ] @@ -579,7 +639,7 @@ }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -589,7 +649,7 @@ }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -599,7 +659,7 @@ }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -609,7 +669,7 @@ }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -633,21 +693,21 @@ "source": [ "### Qualitative evaluation\n", "\n", - "Now we can also use metrics to get a quantitative idea of how good the generated designs are. Here we compute optimality gaps between the generated designs and optimized designs in terms of objective values (thermal compliance for heatconduction). We have other metrics available, see the [metrics.py](https://github.com/IDEALLab/EngiOpt/blob/main/engiopt/metrics.py) file for more details." + "Now we can also use metrics to get a quantitative idea of how good the generated designs are. Here we compute optimality gaps between the generated designs and optimized designs in terms of objective values (structural compliance for beams). We have other metrics available, see the [metrics.py](https://github.com/IDEALLab/EngiOpt/blob/main/engiopt/metrics.py) file for more details." ] }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 43, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "\u001b[96mInitial optimality gaps: [7.690373138806933, 90.255317550399, 6.929010947931587]\u001b[0m\n", - "\u001b[96mCumulative optimality gaps: [-3256.6591919224647, 551.022550597518, 15.885560638471453]\u001b[0m\n", - "\u001b[96mFinal optimality gaps: [-34.62917695928226, 3.6488218650833204, 0.0003238070566311535]\u001b[0m\n" + "\u001b[96mInitial optimality gaps: [-21.26322194279905, 28.102042427291607, 10.710105962376105]\u001b[0m\n", + "\u001b[96mCumulative optimality gaps: [-5134.279345154906, 545.502514606038, 28.192287607505477]\u001b[0m\n", + "\u001b[96mFinal optimality gaps: [-53.33881789480296, 4.8812647640478986, 0.0005430387776996781]\u001b[0m\n" ] } ], @@ -668,19 +728,19 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "But what is an optimality gap?\n", + "### But what is an optimality gap?\n", "\n", - "Let's compare the design generated by the GAN with a random design, showing that the GAN provides a better starting point for the optimization." + "Let's compare the design generated by the GAN with a design generated by uniformly filling the design space with the desired volume fraction, showing that the GAN provides a better starting point for the optimization." ] }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 44, "metadata": {}, "outputs": [ { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -698,20 +758,19 @@ "conditions_nb = conditions[design_nb] # these are the conditions that were used to generate the design\n", "volfrac = conditions_nb[\"volfrac\"]\n", "\n", - "# let's generate a random design with the desired volume fraction\n", + "# let's generate a design with the desired volume fraction\n", "design_shape = problem.design_space.shape\n", - "# generate the design with shape design_shape with random values between 0 and 1 with probability volfrac\n", - "rng = np.random.default_rng(42)\n", - "design = rng.random(design_shape) < volfrac\n", + "# generate the design with shape design_shape uniformly filled with the desired volume fraction\n", + "design = np.ones(design_shape) * volfrac\n", "\n", - "# let's optimize the random design\n", - "opt_design_random, opt_history_random = problem.optimize(design, config=conditions_nb)\n", + "# let's optimize the design\n", + "opt_design_uniform, opt_history_uniform = problem.optimize(design, config=conditions_nb)\n", "\n", - "obj_values_random = [optistep.obj_values[0] for optistep in opt_history_random]\n", + "obj_values_uniform = [optistep.obj_values[0] for optistep in opt_history_uniform]\n", "obj_values_gen = [optistep.obj_values[0] for optistep in opt_history]\n", "\n", "# let's plot both optimization histories\n", - "plt.plot(obj_values_random, label=\"Random design\")\n", + "plt.plot(obj_values_uniform, label=\"Uniformly filled design\")\n", "plt.plot(obj_values_gen, label=\"GAN design\")\n", "plt.xlabel(\"Optimization iteration\")\n", "plt.ylabel(\"Objective value\")\n", @@ -725,21 +784,21 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "This demonstrates that the GAN-generated design serves as a strong initialization for optimization, being much closer to the optimal design than a randomly generated one. In fact, optimizers might even fail to recover a bad starting point, see below.\n", + "This demonstrates that the GAN-generated design serves as a strong initialization for optimization, being much closer to the optimal design than a uniform one. In fact, optimizers might even fail to recover a bad starting point.\n", "\n", "The optimality gap quantifies how far a given design's objective value is from the optimal value—a smaller gap indicates a better starting point.\n", "\n", - "Comparing the optimality gaps for the GAN and random designs shows that the GAN design consistently yields a lower gap, highlighting its effectiveness as an initial guess for further optimization." + "Comparing the optimality gaps for the GAN and uniformly filled designs shows that the GAN design consistently yields a lower gap, highlighting its effectiveness as an initial guess for further optimization." ] }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 45, "metadata": {}, "outputs": [ { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAmkAAAF5CAYAAADET73UAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjkuMywgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/GU6VOAAAACXBIWXMAAA9hAAAPYQGoP6dpAAB/pUlEQVR4nO3deVhUVeMH8O8MwqCsKii4gVsiaWi44YYaiUtu5b5bkUuW5qtvkuXSItria2VqWpqZuZRLWoq7uWviliYIouIGIigoy4DM+f3hj8nx3IGZAYSB7+d57vM433vPvWdgwMO595yjEkIIEBEREVGJoi7uChARERGRjI00IiIiohKIjTQiIiKiEoiNNCIiIqISiI00IiIiohKIjTQiIiKiEoiNNCIiIqISiI00IiIiohKIjTQiIiKiEoiNNCoRfvjhB6hUKly5cqXQzjlz5kyoVKpCO5+pVCoVZs6caVHZffv2QaVSYd++fYVap1wjR46Et7d3kZzbmhXke1ZQCQkJ6Nu3LypXrgyVSoX58+cXSz2IqORhI40UnT9/HkOHDkX16tWh0WhQrVo1DBkyBOfPny/QeWfPno1NmzYVTiWpVElPT8fMmTOLrIG6devWYmuI5eWdd97B9u3bERoaipUrV6JLly7FXaV8paam4pNPPkGzZs3g4uICjUYDLy8vDBgwAH/88YfRclu3boVKpUK1atWg0+kUj/H29oZKpcJbb70l7cv9I+bXX38ttPdCVKIJoiesX79e2NnZCQ8PDzFt2jTx3Xffiffff194enoKOzs7sWHDBovP7eDgIEaMGCHlDx8+FBkZGUKn0xWg5oays7NFRkZGoZ3PVADEjBkzLCq7d+9eAUDs3bu3UOuUKysrS2RmZhbJuQsqMTGxQF+7/Lz55pvC2K+8jIwMkZ2dXSTXzU/VqlXFkCFDiuXaloiOjhZ16tQRNjY2om/fvuLLL78U33//vZg5c6Zo0aKFACB+/PFHxbKDBw8W3t7eAoDYuXOn4jFeXl4CgNBoNOLGjRsG+3J/Pn755ZdCf19EJVG54mseUkl06dIlDBs2DHXq1MH+/fvh7u6u3zdhwgS0a9cOw4YNw9mzZ1GnTp1Cu66NjQ1sbGwK7XwAUK5cOZQrx4/442xtbYu7Ck9dWloaHBwc8jzG3t7+KdVGdvv2bbi6uuZ7nCnvo6g9fPgQffr0QUJCAv7880+0adPGYP+MGTOwY8cO5OTkSGXT0tLw22+/ISwsDMuXL8eqVasQFBSkeJ1nn30WUVFRmDNnDr766qsieS9EVqG4W4lUsowePVoAEPv371fc/+effwoAYvTo0fpsxowZAoC4cOGC6Nevn3BychKVKlUSb7/9tkFPFgBpy+1VW758uQAgLl++rD/ey8tLdO/eXezdu1f4+/sLe3t70ahRI30v0/r160WjRo2ERqMRzz//vDh58qRBXXPrlWvEiBGKdcATvTeZmZli+vTpom7dusLOzk7UqFFDTJkyReqByszMFBMnThRubm7C0dFR9OjRQ1y7ds3k3qBr166JXr16iQoVKgh3d3cxceJEER4ertiTdvToUREcHCycnZ1F+fLlRfv27cXBgwcNjklNTRUTJkwQXl5ews7OTri7u4ugoCARERFh8DXw8vIyKHfnzh0xdOhQ4eTkJFxcXMTw4cPF6dOnBQCxfPlyg7IODg7i+vXrolevXsLBwUG4ubmJ//znP+Lhw4f5vt+//vpLdO7cWVSuXFnY29sLb29vMWrUKCGEEJcvX87z+3LmzBkxYsQIUbt2baHRaETVqlXFqFGjxJ07dwyukfs9P3/+vBg0aJBwdXUVTZo0Mfq9z/Xk9yz3PNHR0WLEiBHCxcVFODs7i5EjR4q0tDSDa6anp4u33npLVK5cWf85uH79er6fg9zPvFKdcvft27dPjB07Vri7uwtXV1d92W+++Ub4+voKOzs74enpKcaNGyfu3r1rcP7AwEDx7LPPijNnzoj27duL8uXLi7p16+p7ofbt2ydatGgh7O3txTPPPGO0Z+txP//8swAg5syZk++xT1q5cqVQq9Xi1q1bYu7cucLZ2Vmxpzv35/7VV18V9vb2Br1p7EmjsobdDGRgy5Yt8Pb2Rrt27RT3t2/fHt7e3orPnfTv3x/e3t4ICwvD0aNH8dVXX+Hu3bv48ccfAQArV67E66+/jhYtWuCNN94AANStWzfP+sTExGDw4MEYPXo0hg4dis8//xw9evTA4sWL8d5772HcuHEAgLCwMPTv3x9RUVFQq5UftRw9erT0l3t4eDhWrVqFKlWqAAB0Oh169uyJgwcP4o033kDDhg3x999/43//+x8uXrxo8Dzd66+/jp9++gmDBw9G69atsWfPHnTv3j3P95MrIyMDL7zwAuLi4vD222+jWrVqWLlyJfbs2SMdu2fPHnTt2hX+/v6YMWMG1Go1li9fjk6dOuHAgQNo0aIFAGDMmDH49ddfMX78ePj6+iIpKQkHDx7EhQsX8PzzzyvWQ6fToUePHjh+/DjGjh0LHx8f/PbbbxgxYoTi8Tk5OQgODkbLli3x+eefY9euXfjiiy9Qt25djB071uj7vX37Njp37gx3d3dMnToVrq6uuHLlCjZs2AAAcHd3x6JFizB27Fj06dMHL7/8MgDgueeeAwDs3LkTsbGxGDVqFDw8PHD+/HksWbIE58+fx9GjR6UBIv369UP9+vUxe/ZsCCHQtGlT3Lx5Ezt37sTKlSvz+e78q3///qhduzbCwsJw8uRJfPfdd6hSpQrmzp2rP2bkyJFYt24dhg0bhlatWuHPP/806XPQvn17rFy5EsOGDcOLL76I4cOHS8eMGzcO7u7umD59OtLS0gA8GhAza9YsBAUFYezYsYiKisKiRYvw119/4dChQwa9pXfv3sVLL72EgQMHol+/fli0aBEGDhyIVatWYeLEiRgzZgwGDx6Mzz77DH379sW1a9fg5ORktM5btmwBAAwdOtTkr2GuVatWoWPHjvDw8MDAgQMxdepUbNmyBf369VM8ftq0afjxxx/Zm0ZlW3G3EqnkuHfvngAgevXqledxPXv2FABEamqqEOLfXoeePXsaHDdu3DgBQJw5c0afGXsmzVhPGgBx+PBhfbZ9+3YBQJQvX15cvXpVn3/77bdSD9STPWlPio6OFi4uLuLFF1/U9wTl/rV/4MABg2MXL14sAIhDhw4JIYS+p2ncuHEGxw0ePNiknrT58+cLAGLdunX6LC0tTdSrV8/gfeh0OlG/fn0RHBxs8Lxeenq6qF27tnjxxRf1mYuLi3jzzTfzvO6TPWnr168XAMT8+fP1WU5OjujUqZNiTxoA8eGHHxqcs2nTpsLf3z/P627cuFEAEH/99ZfRY/J6Ji09PV3KVq9eLfX65n7PBw0aJB2f1zNpT1439zyvvvqqwXF9+vQRlStX1r+OiIgQAMTEiRMNjhs5cqTJPaoApO9b7s9D27ZtDXopb9++Lezs7ETnzp1FTk6OPl+wYIEAIJYtW6bPAgMDBQDx888/67PIyEgBQKjVanH06FF9nvtz9fj3W0nTpk0NevRyPXjwQCQmJuq3lJQUg/0JCQmiXLlyYunSpfqsdevWir9rcnvShBBi1KhRwt7eXty8eVMIwZ40Kns4upP07t+/DwB5/iX9+P7U1FSD/M033zR4nTs6a+vWrRbXydfXFwEBAfrXLVu2BAB06tQJtWrVkvLY2FiTzpuWloY+ffqgYsWKWL16tf55uF9++QUNGzaEj48P7ty5o986deoEANi7d6/Be3r77bcNzjtx4kSTrr9161Z4enqib9+++qxChQr6HsZcp0+fRnR0NAYPHoykpCR9fdLS0vDCCy9g//79+lFyrq6uOHbsGG7evGlSHYBHPYm2trYICQnRZ2q1WvpePm7MmDEGr9u1a5fv1z33mavff/8d2dnZJtcvV/ny5fX/zszMxJ07d9CqVSsAwMmTJ/Oto6WU3mtSUpL+sx8eHg4A+h7dXEojEy0REhJi8Kzmrl27kJWVhYkTJxr0GIeEhMDZ2Vnq4XZ0dMTAgQP1rxs0aABXV1c0bNhQ/zMDmP7zk5qaCkdHRymfNm0a3N3d9dvgwYMN9q9ZswZqtRqvvPKKPhs0aBC2bduGu3fvGr3e+++/j4cPH2LOnDl51ouotGIjjfRyG1+5jTVjjDXm6tevb/C6bt26UKvVBZr77PGGGAC4uLgAAGrWrKmY5/UL/3EhISG4dOkSNm7ciMqVK+vz6OhonD9/3uA/HHd3dzzzzDMAHt22A4CrV69CrVZLt2sbNGhg0vWvXr2KevXqSbfpniwfHR0NABgxYoRUp++++w5arRYpKSkAgE8//RTnzp1DzZo10aJFC8ycOTPf/3SvXr0KT09PVKhQwSCvV6+e4vH29vYGg0kAoGLFivl+3QMDA/HKK69g1qxZcHNzQ69evbB8+XJotdo8y+VKTk7GhAkTULVqVZQvXx7u7u6oXbs2AOjf/+Ny9xXUk5+/ihUrAvj3c5b7OXjyesa+fuZ68rxXr14FIH9O7OzsUKdOHf3+XDVq1JA+Yy4uLhb//Dg5OeHBgwdSPm7cOOzcuRM7d+5E1apVpf0//fQTWrRogaSkJMTExCAmJgZNmzZFVlYWfvnlF6PXq1OnDoYNG4YlS5bg1q1bedaNqDTiM2mk5+LiAk9PT5w9ezbP486ePYvq1avD2dk5z+MKYyJZYyM+jeVCiHzP+eWXX2L16tX46aef0KRJE4N9Op0OjRs3xrx58xTLPvmfW1HL7SX77LPPpLrmyu3Z6N+/P9q1a4eNGzdix44d+OyzzzB37lxs2LABXbt2LZT6WDoCN3duq6NHj2LLli3Yvn07Xn31VXzxxRc4evSoYu/M4/r374/Dhw9jypQpaNKkCRwdHaHT6dClSxfF+bYe73kriIJ8zgpDQd9HYf/8+Pj44PTp07hx4waqV6+uz5955hn9HzJPjpSNjo7GX3/9BUD+Qw549Kzakz3Ij5s2bRpWrlyJuXPnonfv3nnWj6i0YSONDLz00ktYunQpDh48iLZt20r7Dxw4gCtXrmD06NHSvujoaIO//GNiYqDT6QxmuC+OFQAed+DAAUyePBkTJ07EkCFDpP1169bFmTNn8MILL+RZVy8vL+h0Oly6dMmgVyMqKsqkenh5eeHcuXMQQhhc58nyuT11zs7ORqcreJynpyfGjRuHcePG4fbt23j++efxySefGG2keXl5Ye/evUhPTzfoTYuJiTHpfZirVatWaNWqFT755BP8/PPPGDJkCNasWYPXX3/d6Nf77t272L17N2bNmoXp06fr89xeRlMVxWcv93Nw+fJlgwZIUX39vLy8ADz6nDw+BU5WVhYuX75s0mekIF566SWsWbMGq1atwn//+1+TyqxatQq2trZYuXKl1Dg8ePAgvvrqK8TFxUm9lrnq1q2LoUOH4ttvvzW4RUtUFvB2JxmYMmUKypcvj9GjRyMpKclgX3JyMsaMGYMKFSpgypQpUtlvvvnG4PXXX38NAAYNBAcHB9y7d6/wK26CW7duoX///mjbti0+++wzxWP69++PGzduYOnSpdK+jIwM/Qi73Pf05KgzU5f06datG27evGkwc3p6ejqWLFlicJy/vz/q1q2Lzz//XPE2U2JiIoBHoy6fvO1XpUoVVKtWLc9bisHBwcjOzjZ4vzqdTvpeFtTdu3elXprcnsHc+uU2Ep/8fOT+x/5keXOXT8qdY6wwP3/BwcEAgIULFxrkuZ/9whYUFAQ7Ozt89dVXBl+P77//HikpKSaPLrZU//794evri48++ghHjx5VPObJ79OqVavQrl07DBgwAH379jXYcn+PrF69Os/rvv/++8jOzsann35aOG+EyEqwJ40M1K9fHytWrMCQIUPQuHFjvPbaa6hduzauXLmC77//Hnfu3MHq1asVp864fPkyevbsiS5duuDIkSP66Sn8/Pz0x/j7+2PXrl2YN28eqlWrhtq1az+1v47ffvttJCYm4r///S/WrFljsO+5557Dc889h2HDhmHdunUYM2YM9u7dizZt2iAnJweRkZFYt24dtm/fjmbNmqFJkyYYNGgQFi5ciJSUFLRu3Rq7d+82uQclJCQECxYswPDhwxEREQFPT0+sXLlSejZMrVbju+++Q9euXfHss89i1KhRqF69Om7cuIG9e/fC2dkZW7Zswf3791GjRg307dsXfn5+cHR0xK5du/DXX3/hiy++MFqP3r17o0WLFvjPf/6DmJgY+Pj4YPPmzUhOTgZQeL1PK1aswMKFC9GnTx/UrVsX9+/fx9KlS+Hs7Ixu3boBeHRrz9fXF2vXrsUzzzyDSpUqoVGjRmjUqBHat2+PTz/9FNnZ2ahevTp27NiBy5cvm1UHf39/AI8+B8HBwbCxsTF4qN4S/v7+eOWVVzB//nwkJSXpp+C4ePEigMLvvXN3d0doaChmzZqFLl26oGfPnoiKisLChQvRvHlzi6bGMIetrS02btyI4OBgtG3bFi+//DLatWsHBwcH3LhxA5s3b0ZcXJy+sXjs2DHExMRg/PjxiuerXr06nn/+eaxatQrvvvuu0evm9qatWLGiSN4XUYlVfANLqSQ7e/asGDRokPD09BS2trbCw8NDDBo0SPz999/SsbnTFfzzzz+ib9++wsnJSVSsWFGMHz9emqwyMjJSP7EmTJzM9klQmLIgdzLUzz77TKpXrtwpCZS2x6dKyMrKEnPnzhXPPvus0Gg0omLFisLf31/MmjXLYGqBjIwM8fbbb4vKlSsLBwcHsyezvXr1qujZs6eoUKGCcHNzExMmTDA6me2pU6fEyy+/LCpXriw0Go3w8vIS/fv3F7t37xZCCKHVasWUKVOEn5+fcHJyEg4ODsLPz08sXLjQ4DxKk9kmJiaKwYMH6yezHTlypDh06JAAINasWWNQ1sHBQXof+U11IoQQJ0+eFIMGDRK1atUSGo1GVKlSRbz00kvixIkTBscdPnxY+Pv7Czs7O4Ov4/Xr10WfPn2Eq6urcHFxEf369RM3b940OnVGYmKiVIeHDx+Kt956S7i7uwuVSmXSZLZPnkfpc5qWlibefPNNUalSJeHo6Ch69+4toqKiTJ70VenznHsdY1OWLFiwQPj4+AhbW1tRtWpVMXbsWKOT2T7JnJ8rY+7duyc+/PBD0bRpU+Ho6Cjs7OxEzZo1Rd++fcWWLVv0x7311lsCgLh06ZLRc82cOdNgqh5j9YuOjhY2NjacgoPKFJUQT+kJWCq1cifXTExMhJubW3FXhwrBpk2b0KdPHxw8eFBa+ofyd/r0aTRt2hQ//fST4rOPRESm4DNpRGVcRkaGweucnBx8/fXXcHZ2NrpSAf3rya8f8Oh5ObVajfbt2xdDjYiotOAzaURl3FtvvYWMjAwEBARAq9Viw4YNOHz4MGbPnl1oU1mUZp9++ikiIiLQsWNHlCtXDtu2bcO2bdvwxhtvPPUpW4iodGEjjaiM69SpE7744gv8/vvvyMzMRL169fD1118bfdibDLVu3Ro7d+7ERx99hAcPHqBWrVqYOXMmpk2bVtxVIyIrx2fSiIiIiPKwf/9+fPbZZ4iIiMCtW7ewcePGfCdX3rdvHyZNmoTz58+jZs2aeP/99zFy5Eizrstn0oiIiIjykJaWBj8/P5PnkLx8+TK6d++Ojh074vTp05g4cSJef/11bN++3azrsieNiIiIyEQqlSrfnrR3330Xf/zxB86dO6fPBg4ciHv37iE8PNzka7EnjYiIiMocrVaL1NRUgy2vFVrMceTIEWmZtuDgYBw5csSs85SYgQN/2DbI/yCiArCrZCtlz41sKmXqEW9J2elsPym7my6fL+qKvNj3maNxUhYfe81oPYmIrMnBLYHFdu2CtB3+mjYIs2bNMshmzJiBmTNnFrBWQHx8PKpWrWqQVa1aFampqcjIyDB55LzZjbQ7d+5g2bJlOHLkCOLj4wEAHh4eaN26NUaOHAl3d3dzT0lERERkNpWt5UuvhYaGYtKkSQaZRqMpaJUKlVmNtL/++gvBwcGoUKECgoKC8MwzzwAAEhIS8NVXX2HOnDn6tQ3zotVqpS7FbKGDrYp3X4mIiMg06nKWN9I0Gk2RNco8PDyQkJBgkCUkJMDZ2dms+SfNaqS99dZb6NevHxYvXiwtHCyEwJgxY/DWW2/le881LCxM6mIcpKqEITZcUoiIiIhMo7ItmZ07AQEB2Lp1q0G2c+dOBAQEmHUes97dmTNn8M4770gNNODRaId33nkHp0+fzvc8oaGhSElJMdj6qyuZUxUiIiIq49TlVBZv5njw4AFOnz6tb+NcvnwZp0+fRlzco2eOQ0NDMXz4cP3xY8aMQWxsLP773/8iMjISCxcuxLp16/DOO++YdV2zetI8PDxw/Phx+Pj4KO4/fvy49KCcEqUuRt7qJCIiopLoxIkT6Nixo/517rNsI0aMwA8//IBbt27pG2wAULt2bfzxxx9455138OWXX6JGjRr47rvvEBwcbNZ1zWqkTZ48GW+88QYiIiLwwgsv6BtkCQkJ2L17N5YuXYrPP//crAoQPS3Z9x9K2Y0Tl6WsRrmFUta6VnUps6lYUcrSGreWsiMNWkjZ5Vu1pUwnDwxFYlK2lEWfuyVl8bE3pCwnWy5LRFSaFGTggDk6dOiAvKaV/eGHHxTLnDp1qkDXNauR9uabb8LNzQ3/+9//sHDhQuTk5AAAbGxs4O/vjx9++AH9+/cvUIWIiIiITFGQgQPWwOwpOAYMGIABAwYgOzsbd+7cAQC4ubnB1laeM4qIiIioqDytnrTiYvFktra2tvD09CzMuhARERGZjD1pRERERCWQyqZ0N9I4pJKIiIioBGJPGpUZIlsemXNrf6JJmRKltUCrt94mZW2aPSNlnTwUlk9Tmn+wjjzdzZlW3eQszkvK7qXKw0XjrqRKWew5eW3R+0l35foREZUw6lLek8ZGGhEREVkllZqNNCIiIqISR2VTup/aYiONiIiIrBJvdxIRERGVQKX9dmfp7ickIiIislLsSSvjPNq6SZlXO3lEoZKrByKlLP7gnQLXyVpkJctrY17+/bpJmancmrlKWe32W6WscZ1aUmbjJn9v773UQcoOt/eTsss35b9Or19Pk7KYv69J2d2bt6WMiKgo8HYnERERUQlU2iezNbuRduHCBRw9ehQBAQHw8fFBZGQkvvzyS2i1WgwdOhSdOnXK9xxarRZardYgyxY62Kp495WIiIhMo1KX7naDWe8uPDwcTZo0weTJk9G0aVOEh4ejffv2iImJwdWrV9G5c2fs2bMn3/OEhYXBxcXFYFunS7b4TRAREVHZo1KrLN6sgVmNtA8//BBTpkxBUlISli9fjsGDByMkJAQ7d+7E7t27MWXKFMyZMyff84SGhiIlJcVg66+uZPGbICIiorJHbaOyeLMGZjXSzp8/j5EjRwIA+vfvj/v376Nv3776/UOGDMHZs2fzPY9Go4Gzs7PBxludRERERP8y+5k01f+vL6hWq2Fvbw8XFxf9PicnJ6SkpBRe7ahQKa01Wa97MymL6TlDyjIf2kmZ/7MLpcy9wVEp097PlLKkGHkUaNJJfnaedOfEPYXsuMKRcla+ukbKagRsl7IXnq8vZXbVq0mZtm2AlB1s3VbKLt2QRwffitdKWeQpec3QO9duSRkRkTHWctvSUmZ1X3l7eyM6Olr/+siRI6hV69+h/3FxcfD09Cy82hEREREZoVKrLd6sgVk9aWPHjkVOTo7+daNGjQz2b9u2zaTRnUREREQFVdp70sxqpI0ZMybP/bNnzy5QZYiIiIhMZS0DACzFyWyJiIjIKpX2njTruClLREREVMawJ60MsSkvt8k1XvKaj1fvuUrZwxwpQv3G8vOHFZ5tJx+okc/nd+2ElIkrMVKWEXdDyq78eUHKytKaoabKuCGPqIz+9bJJmdJnpXr7HVLWJkAeydnJs4qUiUZNpexwi65S9k+cPNJUaWRo1Bl5zdDEqzeljIhKN2sZAGApNtKIiIjIKpX2251spBEREZFVYiONiIiIqARiI42IiIioBCrtz6SV7ndHREREZKVKTE9ax8UD5FBVOrsxRY48VDLtynUpizsYJWUJh5Mtvm5Ohk7K7p85J2XtfP+SstTy7lIWnyOPDA0/6yZll2NTpaxK1YFSVsld/jj6+mdJWevgbVLW8MIpKRPZDw1fK3zd02/ES9m1w9FSVtZGjyp9VuK2y6MnlTIlHm13Sdnzgb9LWZta1aXM9JGh9QxeP0iT38PlS3elLC5SHimafk/+zBJRycPJbImIiIhKID6TRkRERFQC8Zm0x5w8eRKXL/878eXKlSvRpk0b1KxZE23btsWaNWtMOo9Wq0VqaqrBpn3i1hQRERFRXlRqlcWbNTCrkTZq1ChcunQJAPDdd99h9OjRaNasGaZNm4bmzZsjJCQEy5Yty/c8YWFhcHFxMdg+33rIsndAREREZVJpb6SZdbszOjoa9es/WrZl4cKF+PLLLxESEqLf37x5c3zyySd49dVX8zxPaGgoJk2aZJDl/DzHnKoQERERlWpmNdIqVKiAO3fuwMvLCzdu3ECLFi0M9rds2dLgdqgxGo0GGo3GIEu35eNxREREZLrS/kyaWS2jrl27YtGiRfjuu+8QGBiIX3/9FX5+fvr969atQ7169fI4g3FL3GdJWWmYgUPp81NOYciwb+t0KWseLE9R4LVDnn7i6oFIKVOaqiMrOVvKUuNuS1nVB3J2IK25lEWck893/oS8SPqda7ekzFRuNT2lbHfTLlLm6dFLyjR2qidey+evEyh/3Zu9JC8kXmefnMWfkKfquH5Qfq9KX/eyRmkKk/iDB0wqa+n0HeoqHtIxNwd2lrJj8U2k7LbCTDdKC71HnoqTsoJ83onIPNZy29JSZjXS5s6dizZt2iAwMBDNmjXDF198gX379qFhw4aIiorC0aNHsXHjxqKqKxEREZFeae9JM+vdVatWDadOnUJAQADCw8MhhMDx48exY8cO1KhRA4cOHUK3bt2Kqq5ERERE/1KpLN+sgNkPgrm6umLOnDmYM4cP+hMREVHxKe23O0t3PyERERGRleKQSiIiIrJKpf2ZtBLTSPt16f7irsJToy5nI2VValWTMt/ne0vZgJHtpKx2uQ+k7PZfB6VMZAuT6nfbzVfKdm6QF5z+e/8Zk85XEEoj5Q6aOHrOxtbW4LXS172yp7xwfL1G8ujR1i/2kLI2PY5JWe3z8tc9516KlD2IlUcFXtl/UcrunLgnZWWNpSNDHeuVl7JaAfLo6O7PySPSyzk7SZnpC73Xl7KE21lSdkFhZGjiVdMWrCeiR0r77c4S00gjIiIiMgd70oiIiIhKIPakEREREZVApb2RVrr7CYmIiIisFHvSiIiIyDrxmTQqbLqHOVIWH3tNyhKu3JCyrCx5Dc1p3fpIWfWj8kjB67sTpOzetXtS5nP7bylzcZVHPJZ0OdnZeb4GlL/uStnfxypL2e7GjaWsZs1WUuZUW/4l4t/hrpT5NVkiZYkHjktZeTdXKbOr5CJlqZeuS1nckctSdveMPHK3NHgQkyFl/8REKRyplMksXUMUAERDPyk72kJeneWfOHmk6Y2bXDOUyBiVlawcYCmzG2m3bt3CokWLcPDgQdy6dQtqtRp16tRB7969MXLkSNjYyNMcEBERERW20j6606x3d+LECTRs2BBbt25FdnY2oqOj4e/vDwcHB0yePBnt27fH/fv38z2PVqtFamqqwabLkecRIiIiIjJGpVZZvFnim2++gbe3N+zt7dGyZUscPy7f7Xjc/Pnz0aBBA5QvXx41a9bEO++8g8zMTJOvZ1YjbeLEiXjnnXdw4sQJHDhwAD/88AMuXryINWvWIDY2Funp6Xj//ffzPU9YWBhcXFwMtusxq8ypChEREZV1arXlm5nWrl2LSZMmYcaMGTh58iT8/PwQHByM27dvKx7/888/Y+rUqZgxYwYuXLiA77//HmvXrsV7771n+tszp4InT57EsGHD9K8HDx6MkydPIiEhARUrVsSnn36KX3/9Nd/zhIaGIiUlxWCrUW+IOVUhIiIiemrmzZuHkJAQjBo1Cr6+vli8eDEqVKiAZcuWKR5/+PBhtGnTBoMHD4a3tzc6d+6MQYMG5dv79jizGmlVqlTBrVv/PpyakJCAhw8fwtnZGQBQv359JCcn53sejUYDZ2dng01tY2dOVYiIiKiMK8jtTqVHr7RaeaAOAGRlZSEiIgJBQUH6TK1WIygoCEeOHFEs07p1a0REROgbZbGxsdi6dSu6dZMHDRlj1sCB3r17Y8yYMfjss8+g0Wjw0UcfITAwEOXLP1ojLyoqCtWryyObyDJCp5OyCyevStmv9bpL2aBxV6TsofZnKVNaF9F7uzxibeCQNgo1bCklpXXUWUpCkpRFKGUKZZ9cQxQAYrvI60BWfuEVKfPwrCVlUdWDpCwy0U3Knn1J7oJ/vqe8dqXumjziMyNOHll85c8LUqb0+SmtLF1DFFAeGerX7g8pC/CuIWVKa4b+0ainlP222UHKbiqM8M3OMP15GKKSTqWyfOBAWFgYZs2aZZDNmDEDM2fOlI69c+cOcnJyULVqVYO8atWqiIyMVDz/4MGDcefOHbRt2xZCCDx8+BBjxowputudH3/8MXx9fdGjRw+88MIL0Gq1Bt18KpUKYWFh5pySiIiIyDJqlcWb0qNXoaGhhVa1ffv2Yfbs2Vi4cCFOnjyJDRs24I8//sBHH31k8jnM6klzdHTE2rVrkZmZiYcPH8LR0dFgf+fOnc05HREREZHFCjIFh0ajgUajMelYNzc32NjYICHBcL7RhIQEeHh4KJb54IMPMGzYMLz++usAgMaNGyMtLQ1vvPEGpk2bBrUJdbfo3dnb20sNNCIiIqKn6WlNwWFnZwd/f3/s3r1bn+l0OuzevRsBAQGKZdLT06WGWO5cskIIk67LFQeIiIiI8jFp0iSMGDECzZo1Q4sWLTB//nykpaVh1KhRAIDhw4ejevXq+se+evTogXnz5qFp06Zo2bIlYmJi8MEHH6BHjx4mT/zPRhoRERFZpwIMHDDXgAEDkJiYiOnTpyM+Ph5NmjRBeHi4fjBBXFycQc/Z+++/D5VKhffffx83btyAu7s7evTogU8++cTka6qEqX1uRaxtjz+LuwpWy62mp5T1H1xfyl6++YWU/f2VPK+d2lZu4XsHNpSynP5jpGzeoUZSdnDzMSkrS5S+P737PyNlL7nJw7jj7WtL2dI/5FF8F07ESJmHt/ycRN0G8ihQVxf5bzXfWvIKIK3T5ZGhqgunpIwjQwuXR1v5e+b7mjyiO6pliJT9EVFJyv7af0nKSsMIbCo+B7cEFtu1U+dNtLis86T5hVaPosKeNCIiIrJOpXztTjbSiIiIyCqpVJatwWktSncTlIiIiMhKsSeNiIiIrFMpv91p8bu7fv06Hjx4IOXZ2dnYv39/gSpFRERElJ+nNU9acTG7J+3WrVvo1asXIiIioFKpMHjwYCxcuFA/uW1ycjI6duyInJycQq8sKVMambVpo7xgvffro6WsXruzUvbX5/JoTKU1Clsp1OWFPt9IWeQpeXRjaR1N5urhLmVdepk2klNrJ08QHX62ipTF/P2PlKXfS5Wy2NNK2UUpU6I0InV30y5S5unRS8p8/RVGhgbLI0MbcmSoSZTeq/b+RinzanNGyt55uY+UrR84UMo2rJP/w0q8etPUKhIVn6c4BUdxMPvdTZ06FWq1GseOHUN4eDj++ecfdOzYEXfv3tUfU0Jm9SAiIqLSrABrd1oDs3vSdu3ahY0bN6JZs2YAgEOHDqFfv37o1KmTfrmE0j7agoiIiIqfij1phlJSUlCxYkX9a41Ggw0bNsDb2xsdO3bE7du38z2HVqtFamqqwabLkW+REBEREZVVZjfS6tSpg7NnDZ9jKleuHH755RfUqVMHL730Ur7nCAsLg4uLi8F2PWaVuVUhIiKisqyU3+40u5HWtWtXLFmyRMpzG2pNmjTJ95m00NBQpKSkGGw16g0xtypERERUhqnUaos3a2D2M2mffPIJ0tPTlU9WrhzWr1+PGzfkEVqP02g00Gg0BpnaRh6NSERERGRUKX8G3uxGWrly5eDs7Gx0/61btzBr1iwsW7asQBWjgomPvS5l2/+qLmVNuvWQMo+j8gLMStMAKE2N0K7pUrnswPFStn6NFFndtBwuVStLWVAPeSH6PrUipEwIeRH7jTHy4vR7t56XspSEJFOraDGl78VBE78/JWX6jtI8dcfdM/L0KnfPnJYyj7Py74F+E+Tnhj3fkKfn2fNXLSn7J+KqlFnbzy2VMlbSI2apQn93ycnJWLFiRWGfloiIiMiQSmX5ZgXM7knbvHlznvtjY2MtrgwRERERPWJ2I613795QqVR5Dg7gPGlERERU1KxlAIClzH53np6e2LBhA3Q6neJ28uTJoqgnERERkSGV2vLNCphdS39/f0REyA9C58qvl42IiIioUJTyedLMvt05ZcoUpKWlGd1fr1497N27t0CVooLTPZQXuD9z9LKUHfLrKWXPB26XMqUF1pVHyq2Wkpdn15Cy8wqj/UwdPVgcnN0rSVlgV18p6+sjj8a0yZJHLK6/GSBlO7dESdnTGMlZ2ErKyFAu6m6szmulpGngWSkL6NxNyjbUf1nKSsNIbbJepX1ZKLMbae3atctzv4ODAwIDAy2uEBEREZFJrKRHzFKluwlKREREZKXM7kkjIiIiKhF4u5OIiIioBCrlU34VuJEmhMC+ffsQExMDT09PBAcHw9bWtjDqRkRERGRcKZ8nzexGWrdu3bB69Wq4uLggOTkZ3bp1w/Hjx+Hm5oakpCQ888wz2L9/P9zd3YuivlQASiOudh+X1+drHfySlHmYONpNKfPe/ruUvdCnq5RFnpJH9hXHKLEKrvLatC07+UjZK02vSJl9+n0p25Ioj+TctumilCVdjzexhqVXYY4MLez1QpU+x9Y4ClT551Yeva30M99v4k35uNEhUqb0eyXyVJyUcRQoFVgpv91p9rsLDw+HVqsFALz//vu4f/8+Ll26hNu3b+Pq1atwcHDA9OnTC72iRERERAY4T5pxe/bswaefforatWsDAGrUqIG5c+ciJET+y+pxWq1W39DLpcvJgtrGriDVISIiIio1LOonzF2b8+7du6hbt67Bvnr16uHmTblL/HFhYWFwcXEx2K7HrLKkKkRERFRWcVko2ciRI/Hyyy8jOzsbly8bzmIfHx8PV1fXPMuHhoYiJSXFYKtRb4glVSEiIqKySqWyfLMCZt/uHDFihP7fvXr1Qnp6usH+9evXo0mTJnmeQ6PRQKPRGGS81UlERERm4ehOQ8uXL89z/4wZM2BjY2NxhejpUhpxtdlXHgHXZ4w8GvFh5nopu3PinpQpjYBr13SplMUPHC9lRb0uYHlnRyl7vn1DKXu5VbKUOWckStnOlFZS9semWCnjqLbC9+TXtLDXCx04pI2UeSNUypRGSlojU9fmfT7wtJQpjRDf0KC3lHHdTyowK+kRs1ShN0GTk5Mxbty4wj4tERERkSE+k2ae5ORkrFixorBPS0RERFSmmH27c/PmzXnuj42Vb+0QERERFTo+k2aod+/eUKlUEEIYPUZVyu8RExERUQlQytsbZjdBPT09sWHDBuh0OsXt5MmTRVFPIiIiIkOl/Jk0s3vS/P39ERERgV695BGAAPLtZaOSRWkk1aaNGimr/fpoOWv/t3y+E8elzNRRYq98WFXKYlr1lrK9t25Lme5hjsI18lfLR15jsFdbeS3H6uny6NZD2fKanL//Lk/knHDlhkV1o6dD6WcgSmHJmDst5c9KTROv4dHWTcq8A+VRxBoPec3j+9FXpezqwRgpSzqZYmJtLFewdT+vS5n7G29I2Z6j8lc16ow8Cp1r3RKAUt+TZnYjbcqUKUhLSzO6v169eti7d2+BKkVERESULz6TZqhdu3Z57ndwcEBgYKDFFSIiIiKiAi6wTkRERFRcBG93EhEREZVAVjIAwFIWvbvff/8d06dPx6FDhwAAe/bsQbdu3dClSxcsWbKkUCtIREREpIijOw19++23GD9+PPz8/PDll1/im2++wbhx4zBgwADY2Nhg4sSJyMjIwIQJE4qivvQUxMfKoxG3n6gmZVNe6illHsflyYyVR4TJWc2tW6QseLi8huKFMzWk7OZFeQTck5TWaOzYQR51Vz/nqJTF2D0nZX9suy9l16PkegidLt+6UfFR+ly83L++lLWN/UrKziuMYlQayfnsxEFSdsA7RMqu3pFHVjftJK8b6+f/rZT9s/R3KVMeWV30TB3R3TLovJS1CZZnDvi1gfx74LdfDG9zcc3Psom3O5/w1VdfYeHChQgJCcHevXvRrVs3fPHFF/r1Olu1aoVPP/2UjTQiIiIqWlbSI2Yps9/d5cuXERwcDADo2LEjcnJy0L59e/3+Dh064OrVvHs1tFotUlNTDTZdjjw3FREREVFZZXYjrXLlyvpG2M2bN/Hw4UPExf070eDVq1dRqVKlPM8RFhYGFxcXg+16zCpzq0JERERlmUpl+WYFzL7d2atXL7z22msYMWIENm/ejOHDh+M///kP1Go1VCoVpkyZgs6dO+d5jtDQUEyaNMkg6zLwmLlVISIiorKMk9kamjt3LrKysrBmzRq0bt0aX3/9Nb766iv06tUL2dnZCAwMRFhYWJ7n0Gg00GgMH5BV29iZWxUiIiIqwzhw4AkODg7SNBuTJ0/G+PHjkZ2dDScnp0KrHBEREZFRpXzgQKFNZmtvbw97e3tcu3YNM2bMwLJlywrr1PSU5WRnS9mpw5elbI9vHylr3+OQlCX/s0vKspLla1w9IC9i/nxTeaqBPi//R8rWrsp/4Env/s9IWZeKR6Qssby8kPaGPfLUCDGnz0mZ0teOSg6l6TZeGSh/LvrdXSBl579ca9I1lKbb+KXieClb/638eb93O0nK9tSTFxzv2XOqlPWYLS/Y7r1dnpbjisK0IU9jqg6layQck9d5rn5AnpZj0LhLUuYRYrg4+45D8jRBMX9fk7K7N2/nWU+yLqKUN9IK/d0lJydjxYoVhX1aIiIiojLF7J60zZs357k/NlaezJSIiIio0D3lZ9K++eYbfPbZZ4iPj4efnx++/vprtGjRwujx9+7dw7Rp07BhwwYkJyfDy8sL8+fPR7du3Uy6ntmNtN69e0OlUkEIYfQYVSl/kI+IiIiK39O83bl27VpMmjQJixcvRsuWLTF//nwEBwcjKioKVapUkY7PysrCiy++iCpVquDXX39F9erVcfXqVbi6upp8TbPfnaenJzZs2ACdTqe4nTx50txTEhEREZnvKc6TNm/ePISEhGDUqFHw9fXF4sWLUaFCBaPP4C9btgzJycnYtGkT2rRpA29vbwQGBsLPz8/ka5rdSPP390dERITR/fn1shEREREVigIssK60+pFWq1W8TFZWFiIiIhAUFKTP1Go1goKCcOSIPAANePR4WEBAAN58801UrVoVjRo1wuzZs5GTk2Py2zP7dueUKVOQlpZmdH+9evWwd688Yoesm9LixTsPyCPlWnUeIGU1DsmjtWI3x0nZ7WN3pez8oo1S1meivZS5jZYXq07JtDV43cbltHSMVu0oZdvOyaPETh08I2WZD4z/HFDxc6laWcq69FIYyflgiZSdny8vBq7E5JGca+SRnKYuCB53Xh7ZuCY1XcpON5UXIX+hT1cpa9d0qcJV5Pf7NEZ8imz5D/rruxOk7KH2ZykL6GI4SjUguK90zK8NO0jZHxvl//YSr97Mq5pUghVknrSwsDDMmjXLIJsxYwZmzpwpHXvnzh3k5OSgatWqBnnVqlURGRmpeP7Y2Fjs2bMHQ4YMwdatWxETE4Nx48YhOzsbM2bMMKmOZjfS2rVrl+d+BwcHBAYGmntaIiIioqdGafWjJyfaLwidTocqVapgyZIlsLGxgb+/P27cuIHPPvus6BppRERERCVCAQYOKK1+ZIybmxtsbGyQkGDY05uQkAAPDw/FMp6enrC1tYWNjY0+a9iwIeLj45GVlQU7u/xXWirds8ARERFRqSWgsngzh52dHfz9/bF79259ptPpsHv3bgQEBCiWadOmDWJiYqDT6fTZxYsX4enpaVIDDSjkRtrdu3fx448/FuYpiYiIiBQJldrizVyTJk3C0qVLsWLFCly4cAFjx45FWloaRo0aBQAYPnw4QkND9cePHTsWycnJmDBhAi5evIg//vgDs2fPxptvvmnyNQv1dmdcXBxGjRqF4cOHF+ZpiYiIiGRPcZ60AQMGIDExEdOnT0d8fDyaNGmC8PBw/WCCuLg4qNX/1qdmzZrYvn073nnnHTz33HOoXr06JkyYgHfffdfka6qEGfNlpKam5rn/7NmzCAwMNGt4aa62Pf40uwwVL6XRcyGj5fUDO+yZIGWH3t9p8XU92rpJmXegfF2HZv4Gr683lEe/bTjtJddtV7SUJV2PN6eKVAwquDobvA7s/px0zFv15XVkb8z+XMrSk+XRk09jJGdhM3Wt0pdtN0lZZgla91OJTXnD/5yrt5efC6o/Vh5tfqDGKCnbfVz+bzDylDwCvbi+jyXdwS3FN1jw7hnL2w4V/Ur+IEezetJcXV3zXE1ACMHVBoiIiIgKgVmNNCcnJ0ybNg0tW7ZU3B8dHY3Ro0fnex6tVitNGKfLyYLaxrQH6YiIiIie5rJQxcGsRtrzzz8PAEbnQXN1dTVptQGlCeRq1h+BWg3kbmgiIiIiRaX87p1ZTdDBgwfD3l6e7T2Xh4eHSRO0hYaGIiUlxWCrUW+IOVUhIiKiMu5pju4sDmb1pIWEyEvvPK5q1aomNdKUJpDjrU4iIiIyh7nznVkbrjhAFktJSJKyq/HyXyd27vIoUKURms7VXKQs9WaKlCmNJos/eEDKGo0yPC6n4UvSMZHn5HNxJGfJZ2NrK2XPNK1j8HpQ8yvSMfe/WiZl8WdvS1nT1+Xl7/bWkp+33fC9PBK4JI0AVKrL+jXyceetcN3PnAydweu47fL6m1lpK6Xs+cATUtY6WP7d8EejnlK2+Xd5rd8b0dekLDsjU8qoaFhLj5ilzH53GRkZOHjwIP755x9pX2ZmJiezJSIiIioEZjXSLl68iIYNG6J9+/Zo3LgxAgMDcevWv3+ppaSk6GfeJSIiIipSKpXlmxUwq5H27rvvolGjRrh9+zaioqLg5OSENm3aIC5OnvSPiIiIqCgJqC3erIFZz6QdPnwYu3btgpubG9zc3LBlyxaMGzcO7dq1w969e+Hg4FBU9SQiIiIyIKykR8xSZjUlMzIyUK7cv+06lUqFRYsWoUePHggMDMTFi/JyKERERERFgVNwPMbHxwcnTpxAw4aG6yQuWLAAANCzpzwahkiJVzsfKasQFCxlVY7JozaT/9krZVnJ2VJ264zhaK8mx3+WjundfbKUrc9pIGXXL8q39LVpGVJGT4dHnepS1udFw2l93LZ8Ix1zerf8h2TVRvJIY9Gln5TtOKCVssSr8ojCkk5pxOdBhSzylLzuZ/xAea3Sl2fXkDLvErLup6kjwT0U6tbj1XNS5jPyDSn7/WQzKTv+5yUpK0mjfkuT0j4Fh1lNyT59+mD1anm4NfCooTZo0CCTVhwgIiIioryZ1UgLDQ3F1q1bje5fuHAhdDqd0f1EREREhYW3O4mIiIhKIA4cMEGnTp1w9erVwjgVERERkUkEVBZv1sCsnrTNmzcr5vv378fvv/+OmjVrAuAAAiIiIip61nLb0lJmNdJ69+4NlUqlODjgrbfeAvBoWo6cnJzCqR2VWhW85NF556rIozsrvyKPnGqhcL7o3+X1+BIOJxu8Pr9E/iMjaIS8xl6tYeOkbMPhJlIWcUAeKai0nikVjFtNeZRh7z61pKzNhS8MXp9Ze0g6xrmavPZindGDpGxFQqCURZ+Rl8IrzUrzup+mXFN7/zcp8zrxt5S906e3lK0fNFDKNvwiNyZuX75hYg2prDKrCRocHIyuXbsiPj4eOp1Ov9nY2ODcuXPQ6XRsoBEREdFTUdpvd5rVSNu2bRteeOEFNGvWDL//Ls+DYyqtVovU1FSDTZeTZfH5iIiIqOwp7aM7za7lO++8g82bN+Pdd9/F6NGjkZ6ebvZFw8LC4OLiYrBdj1ll9nmIiIio7GJPmoImTZrgxIkTUKlUaNKkidkT2IaGhiIlJcVgq1FviCVVISIiojKqtPekWTxPWvny5bF48WJs3rwZe/fuhZubvLSKMRqNBhqN4RIuahs7S6tCREREZZC19IhZqsCT2fbs2ZNTbhAREREVMrMbaRkZGYiIiEClSpXg6+trsC8zMxPr1q3D8OHDC62CVEopzBJ9MdFZyk6ctpGybp2/kLL2dRfJl1CvM3itNMw+8548LUf96MtSNnHAa1K2slJbKdv1e6SU3b15W8pImdJ0G68MfEbK+txZIGXnF200eF3OXv715jNenhphXfnXpWzbWnl6lXvxiVJW1pSlxdnvnklVyE5LmcfZ61LWd4L8WbEbJL//9ettpezWpWtSpnvIWROM4YoDj7l48SIaNmyI9u3bo3HjxggMDMStW//+gKakpGDUqFGFXkkiIiKiJwmhsnizBmY10t599100atQIt2/fRlRUFJycnNCmTRvExcUVVf2IiIiIFAmoLd6sgVm3Ow8fPoxdu3bBzc0Nbm5u2LJlC8aNG4d27dph7969cHBwKKp6EhERERko7QMHzGpKZmRkoFy5f9t1KpUKixYtQo8ePRAYGIiLF+XnOIiIiIiKQmmfJ82snjQfHx+cOHECDRs2NMgXLHj0EC9HeRIREREVDrMaaX369MHq1asxbNgwad+CBQug0+mwePHiQqsclS1J9+QsYtcpKYuLlkeO3e73tpT1nfjkyFDTFnM+c1NerL3ONXm0Vshr8s+B0wB59ODmX+URqkqj5MqaitWqSFnPvvJIzn6p8sjd8/Pl7+WTnp0oL5z+i+ubUrZhjXwHgN+fgimOxdmLY2F249ddKyU9x2RKmW3//0jZ6rXy5PA3L161qG5lgbX0iFnKrNudoaGh2Lp1q9H9CxcuhE6nK3CliIiIiPLD251EREREJZC1TKVhKbN60tavX2/RgupEREREha2096SZ1Ujr168fPD098cYbb+DYsWNFVSciIiKifLGR9oTJkyfjxIkTCAgIQKNGjTB//nwkJSUVRd2IiIiIyiyzn0kbPXo0PvjgA0REROD777/HrFmzMHXqVPTs2RMhISF48cUXi6KeVEYJhYEoty/fkLJfV8vHiSfWCuw3UekKpo34jN4UK2Xpyd9K2eAxd6XMduBYKVMa6VaaRxRWcJXXZW37YgMpG2C/Qcqi562TMiVPjub8paLCWokcyVlsCnvdT/nn2bSf5adB6bq6bPmz3XWCPPI7o88kKftlTbaUJV69aWHtShdr6RGzlMXrIvj7+2PhwoW4desWli5disTERHTp0gW1a9cuzPoRERERKSrta3ea1ZOmUlht3t7eHsOGDcOwYcMQExOD5cuX53serVYLrVZrkOlysqC2sTOnOkRERFSG6diT9i8h5En2HlevXj188skn+Z4nLCwMLi4uBtv1mFXmVIWIiIjKOA4ceMzly5fh7u5e4IuGhoYiJSXFYKtRb0iBz0tERERlB293PsbLy6tQLqrRaKDRaAwy3uokIiIi+pfZozszMjIQERGBSpUqwdfX12BfZmYm1q1bh+HDhxdaBYlMYdJagUojxN6R/5qysZWHXt48KK/dGbddHl2VlfaTfI2JOVKmVJfSMuLTtry9lPm2qC9lg/yipCz5f/JjD7qH8tdPcV3OJ0ZzciSndTJ13c8nf4b6vSt/7hzc5JHB1/Yr/Nwmy6MnC9vtY/LI7/ML5RGfL78jvw/tK/Kas5vWySPak67HW1g762Utty0tZdbtzosXL6Jhw4Zo3749GjdujMDAQNy69e8PVEpKCkaNGlXolSQiIiJ6Umm/3WlWI+3dd99Fo0aNcPv2bURFRcHJyQlt2rRBXFxcUdWPiIiISFFpHzhg1u3Ow4cPY9euXXBzc4Obmxu2bNmCcePGoV27dti7dy8cHByKqp5EREREBqylR8xSZvWkZWRkoFy5f9t1KpUKixYtQo8ePRAYGIiLF+VnQIiIiIiKgq4AmzUwqyfNx8cHJ06cQMOGDQ3yBQsWAAB69uxZeDUjIiIiKsPMaqT16dMHq1evxrBhw6R9CxYsgE6nw+LFiwutclRKqC1efaxAnhwlpjRCLKe/PGpq4LtOUubgLhe++uc1KVNeK1BeU1BxHdFSMuKzZoNaUjYgSP671WXTQik7vfeSlDUa0EzKDniHSNmGpdEGr0v614lMZ8qIT+0rr0vHDBmrkbLsjGVSpjRS+2lQ+n1RTrNWyl75pJ6UnX+unZSVydGdvN35r9DQUGzdutXo/oULF0KnsCA2ERERUWHjwAEiIiKiEog9aUREREQl0NPuSfvmm2/g7e0Ne3t7tGzZEsePHzep3Jo1a6BSqdC7d2+zrsdGGhEREVklnbB8M9fatWsxadIkzJgxAydPnoSfnx+Cg4Nx+/btPMtduXIFkydPRrt28nOE+bHodufx48dx5MgRxMc/ekjRw8MDAQEBaNGihSWnIyIiInqqtFottFqtQaa0tniuefPmISQkRL+y0uLFi/HHH39g2bJlmDp1qmKZnJwcDBkyBLNmzcKBAwdw7949s+poViPt9u3beOWVV3Do0CHUqlULVatWBQAkJCTgnXfeQZs2bbB+/XpUqVLFrEpQ6SEs+OvkaVEaIbZxrVzh+y/Jo5eH/tdLyhw9vpWyi1v/kbLCHvG5YZ3cTZ94tXhGp1WpXV3KeveoKmVNTsyWslNrj0qZo4c8IbZ98EtStvu4/H0rrq8BFQ/xxC+bB2nyZ0JbU/58apyU/wMuKW7sl3tlaoVvkrKg7h2lLOZvTykr7aOcCzIAICwsDLNmzTLIZsyYgZkzZ0rHZmVlISIiAqGhofpMrVYjKCgIR44cMXqNDz/8EFWqVMFrr72GAwcOmF1Hsxpp48aNQ05ODi5cuIAGDRoY7IuKisKrr76KN998E7/88ovZFSEiIiIyR0EGDoSGhmLSpEkGmbFetDt37iAnJ0ffOZWratWqiIyMVCxz8OBBfP/99zh9+rTFdTSrkbZ9+3bs379faqABQIMGDfDVV1+hQ4cO+Z5HqYtRl5MFtY2dOdUhIiKiMqwgd2/yurVZUPfv38ewYcOwdOlSuLm5WXwesxppGo0GqampeVbKlDes1MVYs/4I1GowypzqEBERURmme0rznbm5ucHGxgYJCQkGeUJCAjw8PKTjL126hCtXrqBHjx76LHce2XLlyiEqKgp169bN97pmje4cMGAARowYgY0bNxo01lJTU7Fx40aMGjUKgwYNyvc8oaGhSElJMdhq1BtiTlWIiIiojBNCZfFmDjs7O/j7+2P37t36TKfTYffu3QgICJCO9/Hxwd9//43Tp0/rt549e6Jjx444ffo0atasadJ1zepJmzdvHnQ6HQYOHIiHDx/Czu7R7cmsrCyUK1cOr732Gj7//PN8z6PUxchbnURERFRSTZo0CSNGjECzZs3QokULzJ8/H2lpafrRnsOHD0f16tURFhYGe3t7NGrUyKC8q6srAEh5Xsy+3blo0SLMnTsXERERBlNw+Pv7w9nZ2ZzTUSmUo7AqmFpjL2XiYfZTqE3+lNa627Y+S8ruvtBGygaPk9eo9K+zSMoi18kjegoy4lM1QF5vdMMv8l+Fty/fULiG5dy9qknZy/3k7vpu17+SsvPLtkmZxkn+w+zZiXJP/C/ZvaUs8tRFY9UkK+dUuaKU1Wkk/6wFtTdcY/dF8bt0TPqv66Xs7pW7Bahd0RPZ8kNWsbvOSlm7TvISjfuadpGyg6V9dOdTnFFgwIABSExMxPTp0xEfH48mTZogPDxcP5ggLi4O6kJeq9rsedIuXLiAo0ePIiAgAB07dkRkZCS+/PJLrFy5EkOHDkWnTp0KtYJERERESp72Gpzjx4/H+PHy1EgAsG/fvjzL/vDDD2Zfz6xGWnh4OHr16gVHR0ekp6dj48aNGD58OPz8/KDT6dC5c2fs2LGDDTUiIiIqcpasHGBNzOqX+/DDDzFlyhQkJSVh+fLlGDx4MEJCQrBz507s3r0bU6ZMwZw5c4qqrkRERER6T2vgQHExq5F2/vx5jBw5EgDQv39/3L9/H3379tXvHzJkCM6ele+dExERERU2ISzfrIHZT7ipVI9an2q1Gvb29nBxcdHvc3JyQkpKSuHVjoiIiKiMMquR5u3tjejoaP3rI0eOoFatf0fdxMXFwdNTXjuMiIiIqLDpoLJ4swZmDRwYO3YscnJy9K+fnOtj27ZtHDRQxiUlydNX5PjKy4ipLpySMt9aclm3mk9/weDUxGQpOxj+t5Tdullbynq88ImUdfJcKGUq9TopM3Vajr5v5UiZ4zB5tNGmP5yk7FrkVSnTpmVImdLX/eX+9eW6JC+QsvNfy+9NieJ0GxXl97F+jTzdRmlfNLo0Ku/sKGW1fOSpNdq1c5eyLh7y7wvH3YY/G7F/HJeOub5PnmJHaYoLJR5t5aV8XGu6Stm9a/ekTPln2XJK5/PeLk858kKfrlIWeap0L7puLbctLWVWI23MmDF57p89e3aBKkNERERkKmsZAGAps+dJIyIiIioJSvsUHGykERERkVUq7bc7zR7dKYTA5cuX8fDhQwCP1u1cu3YtfvzxR9y5U7j34YmIiIjKKrN60qKiohAcHIxr166hTp062LFjB/r164fIyEgIIVChQgUcPnwY9evLDxgTERERFaanvSzU02ZWI+3dd9+Fn58ftmzZgmXLlqF79+545plncOTIEeh0OvTr1w8ffvghVq5cWVT1pRLuaozcm3qxfVspq595VMpaPtwnZdsbt5Oy4hiZlH4vVcrOHZRHfCZery5lyX3flrK+E20UriKP5FQeJSaPnuw8TB6R2mDYG1K2+VQzKTt9/LqUNWlRQ8r65qySsvPz5Tpn3suUsqYTekrZ7x7jpGz9Co7ktDbqcvJn2aOO/Plp08FLyrr7XpGy6keWStm1b/dL2T9Hbhq8zrihlY6p2rqSlHm185Eyh9o1pUz4Pi9lCVUaS9mz57ZJmek/y5a78ucFKWsdLNdldylfdL20P5Nm1u3Ow4cPY9asWWjcuDE+/vhjREZGYvLkybC1tYVGo8HUqVOxf7/8w0RERERU2Er7igNm9aQ9ePAAlSo9+svEwcEBDg4OBpPX1qxZEwkJCfmeR6vVQqs1/KtHl5MFtY2dOdUhIiKiMsxaGluWMqsnrVq1aoiLi9O//vTTT1GlShX968TERFSsWDHf84SFhcHFxcVgux4j30ohIiIiMkYnVBZv1sCsRlpQUBAiIyP1r8eOHQsnp39nNd+xYweef16+j/+k0NBQpKSkGGw16g0xpypEREREpZpZtzsXL16c5/4BAwZgxIgR+Z5Ho9FAo9EYZLzVSUREROYo7bc7zZ7M9sKFCzh69CgCAgLg4+ODyMhIfPnll9BqtRg6dCjX7izjEq/flrKoxCZS9oyt/NGzuxEjZZUrBxVKvYqC0OmkLD72mpT9uvqhXHagvEbly7PlEXFK6/Mpjeo69bV8nNfJf6Ts7Vd6S9nfr74kZbVwRsrufLVBypRGrFXvWEXKHjZuJWUnTsprtXIkZ8mmtKarXyt5Ddvg5vII3+cvy6M248P+kLK/jsZJ2f2odCkr52z4O6T2S/LPT51RL0vZsbqjpOxcXAUpu3ZOfg93k+R6tG0t/yz3myhFKOwRnwVZzzPqTDUpS7x6U8qsARtpjwkPD0evXr3g6OiI9PR0bNy4EcOHD4efnx90Oh06d+6MHTt2sKFGRERERY5TcDzmww8/xJQpU5CUlITly5dj8ODBCAkJwc6dO7F7925MmTIFc+bMKaq6EhEREekJobJ4swZmNdLOnz+PkSNHAgD69++P+/fvo2/fvvr9Q4YMwdmzZwu1gkRERERKSvs8aWav3alSPWp9qtVq2Nvbw8XFRb/PyckJKSkphVc7IiIiojLKrEaat7c3oqOj9a+PHDmCWrVq6V/HxcUZTG5LREREVFR0wvLNGpg1cGDs2LHIycnRv27UqJHB/m3btnHQQBmX+SBNyu6myvf+1fb2cmGtPJrKxsY6nhvIi9KIxfVr5OPOK6yxN3BIGynzRqiUHf3kgJTdOyc/euBxXh7BVfN5eYRddoa8DmLckStSpiQtUWEk3pnDUtbSTx65e/Fvee3T25dvmHRdspzSqE2fprWk7IUW8s9jm9RNUnb/h81S9vehaCm7feyuSfXzbO8uZXW7+hu8zuncVzrmp0R57d/wJbFSlnBF/owpjd5WkhAnf+08RodI2fOBp6Us/qD8c1sQSiO/23aQR2WfaN9fynZtkL8X2rSMwqlYEbKW25aWMquRNmbMmDz3z549u0CVISIiIjIVG2lEREREJZC13La0FBtpREREZJVKe0+a2aM7iYiIiKjomdWTptVqoVarYWtrCwC4dOkSli1bhri4OHh5eeG1115D7dryEiFEREREhc3E8R1Wy6xGWnBwMMaPH4++ffvi0KFDeOGFF9CgQQM0bNgQW7duxf/+9z/s2rULAQEBRVVfKuF0D3OkLCtb7o8WOfJxIu2BlNlVsv7RnUqURnweVFy3sqWUfBAsr7XpoTCqS2ltP1Ozgrh3Tv4+Xli5S8q6vlVJytL6vS1l69fKnx9rXWfwaSvIqM3W6dukLHOjvDbkBRM/e0o82rpJmXfHZ6VM01n+zO+3M1yTcsef8ojkmLPy+rX34hNNqpuplH6Wdx+Xv8atC/BzayqlslXXb5SyHhM6StmFv2tKWezpixbX5Wkp7bc7zWqknTp1Cn5+fgCAadOmYdy4cZg3b55+/wcffIApU6bg4MGDhVtLIiIioieU9kaaWc+k5eTk6OdJi4yMxIgRIwz2jxw5EmfOnMn3PFqtFqmpqQabLifLnKoQERFRGVfaJ7M1q5HWsmVLbNmyBQBQt25dqUF2+vRpVKok38J4UlhYGFxcXAy26zGrzKkKERERUalm1u3Ojz/+GF27dkVaWhoGDRqE//znP4iOjkbDhg0RFRWFr776CqGh8mzoTwoNDcWkSZMMsi4Dj5lXcyIiIirTRIHud5b8Z57NaqQFBARg27ZtmDRpEo4de9So+uSTTwAA1apVw8yZMzFhwoR8z6PRaKDRaAwytY2dOVUhIiKiMq60P5Nm9mS2AQEBOHLkCBITExEbGwudTgdPT094e3sXQfWo1DJx3LSq5P+hU6QiT8VJ2YYGvaWs38TrCqVXS0lhj+S0q2QrZVX95RF79i7yWq03N++Usr595T/Wsl8ZK2Ub1jyUsrs3bxutZ2mjNGqzQRN5dN4LLW2krE36VilTGrUZWdijNgMbSpm9wojHwxW6Stnu4/L/xJGnLhu8VhplWVxK0s/t1YOXpKxpsyVS1qP7+1K2Kum+lJWkrzNQ+qfgMHsy2wsXLmD58uVITk5Gy5YtUbFiRcydOxevvvoq9uzZUxR1JCIiIpIIYflmDczqSQsPD0evXr3g6OiI9PR0bNy4EcOHD4efnx90Oh06d+6MHTt2oFOnTkVVXyIiIiIA1jNK01Jm9aR9+OGHmDJlCpKSkrB8+XIMHjwYISEh2LlzJ3bv3o0pU6Zgzpw5RVVXIiIiojLDrEba+fPnMXLkSABA//79cf/+ffTt21e/f8iQITh79myhVpCIiIhICW93PkH1/09yq9Vq2Nvbw8XFRb/PyckJKSkphVc7IiIiIiNEge53lvyRaWb1pHl7eyM6Olr/+siRI6hV6981yuLi4uDpKY86IiIiIipspX3FAbN60saOHatfFgoAGjVqZLB/27ZtHDRAVIiUhrtvWCf/9ef5RoiUNQ08LWXxBw8USr1y1Wgr/1FWe8wQKbtbs4mUuRyWF35O3CovxN5veHUpu9a+m5Tt/S3V4HV2RqZ0jDVSmm7j5QHPyJn9FinT/iZnkXvPS1nJmlrjqpSVtGkf8qNU3/Vr5OM8Rss/t88X8s/tvXMPpOzCD9ulrNvs56QsomkXKTtYwr4X1nLb0lJmNdLGjBmT5/7Zs2cXqDJEREREptJZS5eYhcyeJ42IiIiIip7ZAweIiIiISgLe7lSwZ88eHDx4ELdu3YJarUadOnXQs2dP1K9fv7DrR0RERKSIjbTH3L59Gz169MCJEyegVquh0+nQtGlTbNiwAe+++y4mTZqETz/9tKjqSkRERKSnK+WtNLMaaW+//TaqVauGu3fvQqPRYPLkyUhNTcWJEyewZ88e9O/fH9WrV8eECROKqr5khbRZ8g+R2slZPvChvGg2yVRqeXSnSiV/jQs2f5BMaWRf7df6SdnqciOl7NyeNCkbHCT/nqh5aZKUPVi/Tsp6v9FKymKjvQ1eXzp1UTpGlKDVmJVGbfo0rSVlL7SQv9/trn4jZZGfyMMHb+w1bdF5t2auUubdXh5B6tS9h5Qddu0lZXv+kq/xT4T1j9osCKX3uvu4/P1urTAy1qMAi90rUSrrvf13KXuhjzwi92p0bYuvWxREyfmRLhJmDRzYtm0bPv74Yzg7O0Oj0WDOnDlYvXo1UlNT0alTJ8yfPx+LFi0qqroSERER6QkhLN6sgVmNNI1Go19xAHi06kBOTg4e/n8PSOvWrXHlypV8z6PVapGammqw6XKyzKs5ERER0VP0zTffwNvbG/b29mjZsiWOHz9u9NilS5eiXbt2qFixIipWrIigoKA8j1diViOtbdu2mD59OtLS0pCdnY333nsPderUQaVKlQAAiYmJqFixYr7nCQsLg4uLi8F2PWaVWRUnIiKisk2ns3wz19q1azFp0iTMmDEDJ0+ehJ+fH4KDg3H7tvJjBfv27cOgQYOwd+9eHDlyBDVr1kTnzp1x48YNk69pViPt888/x+nTp+Hq6goHBwf88MMPBrc3L1y4oF+APS+hoaFISUkx2GrUk2cpJyIiIjLmad7unDdvHkJCQjBq1Cj4+vpi8eLFqFChApYtW6Z4/KpVqzBu3Dg0adIEPj4++O6776DT6bB7926Tr2nWwIE6derg7NmzOHToELRaLVq1agU3t38fJjalgQY8um2q0WgMMrWNnTlVISIiojKuIOOjtFottFqtQabUPgGArKwsREREIDQ0VJ+p1WoEBQXhyJEjJl0vPT0d2dnZ+ruPpjB7nrSrV6/i+vXrCAgIgJubGyIjI/Hll19Cq9Vi6NChXLuTJJmZCv3KVSpL0cNLUVJWt0GOlFWsVkXK7t40bRRbSWHqyD5PD/mXhW8t+fnNNpe+lbLzByItrB1Qwdteyhr0bSNlO6q8JmWbf4iWsuSbiVLm7NxcyqZ06S5lt5b+IGX1DsijG19+abrB65Up6fK5YuKkrLAVZNRm6/RtUpa5UR51d97E0X6ujRylzKtNHSlz6yGv0Xjaq6+UbT9RQT5u3RUpS7x6U8pIFnlK/jwebiGPqHw+UP4MFPY6vFcUPlOtg+XP4/m28mje4lSQUexhYWGYNWuWQTZjxgzMnDlTOvbOnTvIyclB1apVDfKqVasiMtK037XvvvsuqlWrhqCgIJPraFYjLTw8HL169YKjoyPS09OxceNGDB8+HH5+ftDpdOjcuTN27NjBhhoREREVuYIM0gwNDcWkSYbT/ij1ohWGOXPmYM2aNdi3bx/s7eU/go0x65m0Dz/8EFOmTEFSUhKWL1+OwYMHIyQkBDt37sTu3bsxZcoUzJkzx+zKExERET1NGo0Gzs7OBpuxRpqbmxtsbGyQkJBgkCckJMDDwyPP63z++eeYM2cOduzYgeeee86sOprVSDt//rz+ubP+/fvj/v376Nv33y7xIUOG4OzZs2ZVgIiIiMgSOp2weDOHnZ0d/P39DR76zx0EEBAQYLTcp59+io8++gjh4eFo1qyZ2e/P7GfScudJU6vVsLe3h4uLi36fk5MTUlJSzK4EERERkbme5qS0kyZNwogRI9CsWTO0aNEC8+fPR1paGkaNGgUAGD58OKpXr46wsDAAwNy5czF9+nT8/PPP8Pb2Rnx8PADA0dERjo7y86JKzGqkeXt7Izo6GnXr1gUAHDlyBLVq/ftAbFxcHDw95YdmiYiIiArb01wWasCAAUhMTMT06dMRHx+PJk2aIDw8XD+YIC4uDmr1vzcoFy1ahKysLIM7joDxwQlKzGqkjR07Fjk5/462a9SokcH+bdu2cdAASRIT5VF2aX7yuoDl42KlrI6zPGrTxc1FygpzdKdLVXnkab3GXlJWs6aDlNnayiP2lCiN0FQa2ae6cErKMiLkiRBNHe1nKo2LPCWOja+flJ2KlH9Dmjqy79Thy1K2vpa8Fmi/VxKkLOGPXVLW2eUrg9cPXpkoHfPLGnl9WFPr+zRGbUaa+H108ZU/e41fe1bKqnTpIGUxjfpL2Zqz8ojpv767Jtcl9ryU5WRnSxmZxhrX8+wztKFC6QYWX7egnvYC6+PHj8f48eMV9+3bt8/gtSkrMOXHrEbamDFj8tw/e/bsAlWGiIiIyFTWsganpcwaOEBERERET4fZAweIiIiISgJzR2laG4t60nRGVibV6XSIiyv6Gb2JiIiIhLB8swZmNdJSU1PRv39/ODg4oGrVqpg+fbrBQILExETUrl270CtJRERE9CShExZv1sCs250ffPABzpw5g5UrV+LevXv4+OOPcfLkSWzYsAF2do9Gg5X2h/gobyq13O5/mC33vN6rIM/QbP9QXqfTI0Me8flSd3kNyYRWhTf1S21Pub5t7I9JmcP5g1Kmu5dm0jWURmiaOrJPiV0lWymr01NhLdAW8igsu6ruUpZ9J1nKhJ28lImdneWPtSqNbFu/RuHAgfJIqn7yEp+4vW2PweuXu8kjVLWvvCllh4/Iix27V5XnMOqoMA9lYY/a1FSV61y/r/yHb80egVJ2reUQKfsuqqaUHV8RL2U3ok9ImTYtQ8qo6Cmt53mgeTcpa9l5h5QlRuyVspwMy+eoUFrPs9r9WfKBX/xs8TUK6mmP7nzazPoNu2nTJnz77bfo27cvXn/9dZw4cQKJiYno0aOHfiX53MluiYiIiIpSae9JM6uRlpiYCC+vf+eLcnNzw65du3D//n1069YN6enyfFhKtFotUlNTDTZdjjxvFBEREVFZZVYjrVatWrhwwbD708nJCTt27EBGRgb69Olj0nnCwsLg4uJisF2PWWVOVYiIiKiMY0/aYzp37ozly5dLuaOjI7Zv3w57e/mZFSWhoaFISUkx2GrUk5+nICIiIjJGJyzfrIFZAwdmzZqFmzflJVSEEHBycsLOnTtx8uTJfM+j0Wig0WgMMrWN/MAsERERkTHW0iNmKbMaaRUrVkTFihWlXKPR4MyZM2jYsCECA+VRR6boG9JeyjgGwfqUKyd/0xrVkp9VrH7qNylLiJDXBaxwTf6joGdteVRTYX5YtOcSpSz+RLSUXT8oj07MSi6edQzLOdtImVvDGlJm07GrlCVVlEcPul2LkDJVojwitVkDeS3Msw3l89nYyr9q6jzjJmWurvIoVdty8i/h9DpNpCz7iZGWFxf/Ih0zaILc299ugLzesGfCn1KWuXGrlBVkRK5HW/n9P9O7lZSlBQ+VsjW3mkrZgZ/k9WvjIuXvY+YD00YgU/FQGvW883B1KQsIflnKqh34R8qu7ZTPZyqlz7JS1v0Liy9RYKV9RgmzGmmTJk1SzHNycjBnzhxUrvxoYep58+YVvGZEREREeSjtKw6Y1UibP38+/Pz84OrqapALIXDhwgU4ODhwCg4iIiKiQmBWI2327NlYsmQJvvjiC3Tq9O8tAltbW/zwww/w9fUt9AoSERERKSnttzvNGt05depUrF27FmPHjsXkyZORnV08z98QERERcQqOJzRv3hwRERFITExEs2bNcO7cOd7iJCIioqeutDfSzLrdmcvR0RErVqzAmjVrEBQUZLDIOhEREdHTUNrX7rSokZZr4MCBaNu2LSIiIgyWi7LEG4kz5JA9dNZH4Qcm7dA1KTt3IFLKEg7Li3qTaR6myn8o3blwXco8neQFwSu7yQuMp12Vp9tIv31Xytp1keviOGqklJUvp5WyBjfWy4VvXpEzhfeWfkk+7t61ewavE44lSccI3Qopc/LYKGWRV+X3WpCpNbza+UhZ+S7yKvF7ND2lLPz3B1IWe+6slN1PkutMpcPFM/Ki6+t9gqRs8Dh5qqDsjJ+kzNTPsjWwlh4xSxWokQYANWrUQI0a8nxMRERERGS5AjfSiIiIiIpDaR/dWeBG2uXLlxETEwNPT080atSoMOpERERElK/SPpmtWaM7x40bhwcPHj0fkZGRgb59+6JevXoIDg6Gn58fOnXqpN9PREREVJRK++hOsxpp3377LdLTH63D+NFHH+HYsWPYtWsXHjx4gP379yMuLg6ffPJJkVSUiIiI6HFCCIs3a6ASZtRUrVYjPj4eVapUQePGjfHee+9h0KBB+v2bN2/GlClTEBUVZXZF/rBtYHYZIipeSiMZqzeTF1jPyZInvr5+/IqU3T2fKmW6h/KvKJH99H/BOtYrL2U1W8qDpqoN6iNlh6oNkbLdx+XR6/9EXJUypQW3idy9qknZm2/UkrKmG96UsqOfHCjUunTPNv///MIy6L/yyFdTrf5U/nqVNGZPZps7cW18fDyee+45g31+fn64dk2eboGIiIiIzGP2wIEPPvgAFSpUgFqtxs2bN/Hss8/q9yUlJcHBwSHfc2i1Wmi1hvMmZQsdbFVmtxmJiIiojOLAgce0b98eUVFROHXqFHx9fXH1qmHX/NatWw0abcaEhYXBxcXFYFun40SmREREZLrS/kyaWT1p+/btU8yFEFCpVBg8eDBGjhyZ73lCQ0MxadIkg2xPJX9zqkJERERlnLWM0rRUoUxmq9FocObMGTRs2NDk4zUajUHGW51ERERkDjbSHvNk71eunJwczJkzB5UrVwYAzJs3r+A1I6IST2kNwNK0LuDjNM52UubW5BkpS6wTIGV3k+Wynh7y6M6qXesrXFkpI5JVtJfXby3nII9KLucs/9f/MPVhkdSpqOmErrirUKTMaqTNnz8ffn5+cHV1NciFELhw4QIcHBz0oz+JiIiIyHJmNdJmz56NJUuW4IsvvkCnTp30ua2tLX744Qf4+voWegWJiIiIlJT2251mPQg2depUrF27FmPHjsXkyZORnS1PUElERET0NHBZqCc0b94cERERSExMRLNmzXDu3Dne4iQiIqKnjlNwKHB0dMSKFSuwZs0aBAUFIScnp7DrRURERJQnnY4DB4waOHAg2rZti4iICHh5eRVWnYiIShxtapaU3Tl9UcrcdEukrJurS5HUiehx2ZHypPC3T1+SMpvy8k20h/KyuVbBWm5bWqrA86TVqFEDNWrIiwwTERERkeUKZTJbIiIioqdNcJ40IiIiopKHtzufcObMGURERKBDhw6oU6cOzp8/j2+++QY6nQ59+vRBcHBwUdSTiIiIyAAbaY/ZsGED+vfvD1dXV2i1WmzcuBH9+vVDs2bNYGNjg+7du+PHH3/E4MGDi6q+RERERABK/7JQKmHGZCH+/v54+eWXMW3aNKxZswZjx47FpEmT8MEHHwAAvvjiC/z00084deqU2RX5w7aB2WWIiIjoEaU1OZVGcuZkyA2bgqzd2T07yuKyBdV5mPntjVw7VjYtxJoUDbMms42KisKQIUMAAAMGDEBaWhp69+6t39+nTx/ExMQUagWJiIiIyiKzbnc6OTkhKSkJ3t7euHfvHh4+fIikpCT9/qSkJDg6OuZ7Hq1WC61Wa5BlCx1sVWYvgEBERERllCjlk9ma1SoKCgrCm2++iVWrVmHEiBHo3LkzQkNDERkZiaioKEyZMgVt27bN9zxhYWFwcXEx2Nbp5En4iIiIiIzh2p2P+fzzz+Hs7IwxY8YgKysLa9euRbNmzeDr6wtfX1/cvHkTc+bMyfc8oaGhSElJMdj6qytZ/CaIiIio7BFCZ/FmDcwaOGBMbGws0tPT4ePjg3LlLJt6jQMHiIiILFcWBw507H/M4rJ717UsxJoUjUKZzNbHxwdnzpyxuIFGREREBaPU0LLWNTnpEbNaVZMmTVLMc3JyMGfOHFSuXBkAMG/evILXjIiIiCgPpX3ggFmNtPnz58PPzw+urq4GuRACFy5cgIODA1QqVWHWj4iIiEiRtQwAsJRZAwdmz56NlJQUfPDBB9i7d69+s7GxwQ8//IC9e/diz549RVVXIiIiIr2nPXDgm2++gbe3N+zt7dGyZUscP348z+N/+eUX+Pj4wN7eHo0bN8bWrVvNup5ZjbSpU6di7dq1GDt2LCZPnozs7GyzLkZERERUWJ7mFBxr167FpEmTMGPGDJw8eRJ+fn4IDg7G7du3FY8/fPgwBg0ahNdeew2nTp1C79690bt3b5w7d87ka5o9e2zz5s0RERGBxMRENGvWDOfOneMtTiIiInrqhE5n8WauefPmISQkBKNGjYKvry8WL16MChUqYNmyZYrHf/nll+jSpQumTJmChg0b4qOPPsLzzz+PBQsWmHxNi6b4d3R0xIoVKxAaGoqgoCDk5ORYchoiIiKiYqHVapGammqwPbkaUq6srCxEREQgKChIn6nVagQFBeHIkSOKZY4cOWJwPAAEBwcbPV6RKKBr166JTZs2iQcPHhT0VCIzM1PMmDFDZGZmsmwRlbW2+rLs0ylrbfVl2ZJ9TZZ9OmWtrb4lzYwZMwQAg23GjBmKx964cUMAEIcPHzbIp0yZIlq0aKFYxtbWVvz8888G2TfffCOqVKlich0L3EgrTCkpKQKASElJYdkiKmtt9WXZp1PW2urLsiX7miz7dMpaW31LmszMTJGSkmKwGWt4FlcjjbPPEhERUZmj0Wig0WhMOtbNzQ02NjZISEgwyBMSEuDh4aFYxsPDw6zjlVj0TBoRERFRWWFnZwd/f3/s3r1bn+l0OuzevRsBAQGKZQICAgyOB4CdO3caPV4Je9KIiIiI8jFp0iSMGDECzZo1Q4sWLTB//nykpaVh1KhRAIDhw4ejevXqCAsLAwBMmDABgYGB+OKLL9C9e3esWbMGJ06cwJIlS0y+ZolqpGk0GsyYMcPk7keWNb+stdWXZZ9OWWurL8uW7Guy7NMpa231tXYDBgxAYmIipk+fjvj4eDRp0gTh4eGoWrUqACAuLg5q9b83KFu3bo2ff/4Z77//Pt577z3Ur18fmzZtQqNGjUy+pkoIUbrXVCAiIiKyQnwmjYiIiKgEYiONiIiIqARiI42IiIioBGIjjYiIiKgEYiONiIiIqAQq1ik47ty5g2XLluHIkSOIj48H8GiG3tatW2PkyJFwd3cvzuopunXrFhYtWoSDBw/i1q1bUKvVqFOnDnr37o2RI0fCxsamuKtIREREpUCxTcHx119/ITg4GBUqVEBQUJB+npGEhATs3r0b6enp2L59O5o1a6ZY/sKFCzh69CgCAgLg4+ODyMhIfPnll9BqtRg6dCg6deqkWO7kyZOoWLEiateuDQBYuXIlFi9ejLi4OHh5eWH8+PEYOHCgYtkTJ04gKCgI9erVQ/ny5XHkyBEMHjwYWVlZ2L59O3x9fREeHg4nJ6dC+AqVbHfv3sWWLVswfPhwk8t06tQJy5cvh5eXl9Fj1q9fj65du6JChQqFUc1ST6fTGczL83h+/fp11KpVy6TzXL58GTExMfD09Mx3Dp8zZ84gIiICHTp0QJ06dXD+/Hl888030Ol06NOnD4KDgy16LyVVVlYWNm3apPjHZK9evWBnZ2e0bFJSEs6ePQs/Pz9UqlQJd+7cwffffw+tVot+/fqhYcOGiuWuX78Oe3t7uLm5AQAOHDhg8HvqzTffNDpreUZGBlavXq34h+QLL7xQwK+GdUlISMC3336L6dOnm1ymTp062L59O+rXr2/0mC+++AJ9+/bN83eZMdb2eQL4mSpWJq/yWchatmwp3njjDaHT6aR9Op1OvPHGG6JVq1aKZbdt2ybs7OxEpUqVhL29vdi2bZtwd3cXQUFBolOnTsLGxkbs3r1bsexzzz0ndu7cKYQQYunSpaJ8+fLi7bffFosWLRITJ04Ujo6O4vvvv1cs26ZNGzFz5kz965UrV4qWLVsKIYRITk4WTZo0EW+//Xae7/vatWvi/v37Up6VlSX+/PPPPMvm0ul0Ys+ePWLJkiViy5YtIisrK8/jt2zZIj744ANx8OBBIYQQu3fvFl27dhXBwcHi22+/NemaTzp9+rRQq9WK+3777TfFzcbGRixYsED/WolKpRLOzs4iJCREHD161KK6HTt2TMyfP19MnTpVTJ06VcyfP18cO3Ys33I6nU7ExsaK7OxsIYQQWq1WrFmzRqxYsUIkJiYaLZeZmWnwPYiJiRHvvfeeGDp0qJg2bZqIjY3N99q7d+8Ws2bNEmPGjBHjxo0Tn3/+ubh48aLR41NSUkS/fv2Evb29qFKlivjggw/Ew4cP9fvj4+ONfn/Gjh2r/wymp6eLV155RajVaqFSqYRarRYdO3ZU/IwKIcT69euFjY2NqFy5snB0dBQ7d+4Urq6uIigoSAQHBwsbGxuxatWqfN+vkuTkZLFixQqzynTs2FFcuXIlz2N+/fVXkZaWZlGdoqOjRZ06dYS9vb0IDAwU/fv3F/379xeBgYHC3t5e1KtXT0RHRyuWPXbsmHBxcREqlUpUrFhRnDhxQtSuXVvUr19f1K1bV5QvX15EREQolm3RooXYsmWLEEKITZs2CbVaLXr27Cneffdd0adPH2Fra6vf/2R9vby8RJUqVUTNmjWFSqUS3bt3Fy1bthQ2NjaiX79++s+3MTk5OUbzq1ev5ln2cbGxsWLHjh3i77//zvfY06dPi++//15cunRJCCHEuXPnxNixY8Xo0aNFeHi4yddUOq+xn4Mvv/xScbOxsRGhoaH610pUKpWwsbERQUFBYs2aNUKr1ZpUH2v7POXWuaCfKbJcsTXS7O3txYULF4zuv3DhgrC3t1fcFxAQIKZNmyaEEGL16tWiYsWK4r333tPvnzp1qnjxxRcVy5YvX17/S71p06ZiyZIlBvtXrVolfH19jZbN/SUixKNfWra2tiI+Pl4IIcSOHTtEtWrVFMvevHlTNG/eXKjVamFjYyOGDRtm8B9hXv+pdu3aVdy7d08IIURSUpJo2bKlUKlUwt3dXajVauHj4yNu376tWHbx4sWiXLlywt/fXzg7O4uVK1cKJycn8frrr4vRo0eL8uXLi/nz50vlUlJS8twOHDhgtL65/9mrVCqjW15lP/zwQ9G0aVOhUqnEs88+K/73v/+JO3fuKB7/uISEBNG2bVuhUqmEl5eXaNGihWjRooXw8vISKpVKtG3bViQkJCiWjYyMFF5eXkKtVot69eqJ2NhY4e/vLxwcHESFChWEm5ub0UZTYGCg+OWXX4QQQhw8eFBoNBrx3HPPiQEDBoimTZuKChUqiMOHDxutc4sWLYRarRblypUTarVa+Pv7Cw8PD2FjYyOmTJmiWO7tt98WzzzzjPjll1/E0qVLhZeXl+jevbv+P4v4+HihUqkUy6rVav3XITQ0VNSoUUPs2bNHpKWliYMHD4q6deuKqVOnKpZ9/vnnxccffyyEePSz5+rqKj788EP9/s8//1w0adJEsWx+SmLDPygoSPTq1UukpKRI+1JSUkSvXr1E586djZZ9/fXXRWpqqvjss89EjRo1xOuvv67fP2rUKNG7d2/Fsg4ODvrGfcuWLcWcOXMM9n/99deiadOmUrmuXbuK0aNH6//4nTNnjujatasQQoiLFy8Kb29vMWPGDMVrWmPD/8yZM3lua9euzfN3TY0aNYS3t7fBplKpRPXq1YW3t7eoXbu20bLLly8XvXr1Era2tqJy5cpiwoQJ+TZIre3zJETBPlNUcMXWSPP29s7zr+YVK1YILy8vxX3Ozs76vzZycnJEuXLlxMmTJ/X7//77b1G1alXFspUrVxYnTpwQQghRpUoVcfr0aYP9MTExonz58oplvby89L1RQjxqeKlUKpGeni6EEOLy5ctGG5bDhw8XLVu2FH/99ZfYuXOn8Pf3F82aNRPJyclCiLz/U1WpVPr/VMeOHSt8fX31P3DXrl0T/v7+YsyYMYplfX199Q3RPXv2CHt7e/HNN9/o9y9fvlw0bNhQ8ZpqtdrolldDq0uXLqJ79+5Sg6hcuXLi/PnzimWU3uuJEyfE2LFjhaurq9BoNKJfv35ix44dRsu+8sorIiAgQERGRkr7IiMjRevWrUXfvn0Vy/bq1Uv07NlTnD17VkycOFE0bNhQ9OrVS2RlZYnMzEzRo0cPMXToUMWyzs7O+gZcYGCgeOeddwz2v//++6JNmzaKZQcMGCB69+4tUlJSRGZmphg/frwYPny4EOJR71rlypUVG9G1atUSe/fu1b9OTEwULVq0EJ07dxaZmZl5/of6+Ne4UaNG4ueffzbY/9tvv4lnnnlGsayDg4O4fPmyEOJRz6Otra04e/asfv+lS5eEo6OjYllrbPiXL18+z/94z549a/T3RcWKFcU///wjhHjUU65Wqw16dCMiIkT16tUVy7q4uIgzZ84IIR79nsr9d66YmBhRoUIFqVyFChUM/pjQarXC1tZW/143bdokvL29Fa9pjQ3/vD4X+f2eGj16tGjSpIn+e5TL3N9TCQkJYu7cucLHx0eo1WrRvHlzsWTJEpGamiqVs7bPkxAF+0xRwRVbI23BggVCo9GIt99+W/z222/i6NGj4ujRo+K3334Tb7/9tihfvrxBY+Jxzs7OIiYmRv/a0dHRoIfrypUrRhtLQ4cOFa+99poQQoh+/fqJ999/32D/7NmzRePGjRXLTpgwQTRq1Ehs27ZN7NmzR3Ts2FF06NBBvz88PFzUrVtXsWy1atUMfqBy/+Nv0qSJSEpKMvk/1QYNGkg9Brt27TL6F1/58uUNblHY2toa/JK4fPmy4g+ns7OzmDt3rti3b5/itnTpUqP1FUKIefPmiZo1axp0oZv7yy9XRkaG+PHHH0WHDh2EWq02+gvB0dHRoLH+pBMnThhtQLi7u4tTp04JIYR48OCBUKlU4sCBA/r9hw4dErVq1VIs6+DgoO8Vrlq1qmLD39h1nZ2dxblz5/SvHzx4IGxtbfV/aa9cuVI0aNBAKle+fHnpNmpqaqoICAgQnTp1ErGxsXl+nnJ7Xt3c3AyuL8Sjnx9j/1F4eHjo/8hJTk4WKpXKoLF4/Phx4eHhYfS61tbw9/T0NHobSAghNm/eLDw9PRX3Pd6gFUL+PXX16lWjv6d69uypb9QEBwdLt92WLl0q6tevL5WrVq2awS2vu3fvCpVKpW8wxMbGCo1Go3hNa2z4V65cWXz//ffiypUritsff/yR5++pDRs2iJo1a4qvv/5an1n6e0oIIfbv3y9GjBghHBwchIODg7Tf2j5PQhTsM0UFV2yNNCGEWLNmjWjZsqUoV66c/q+fcuXKiZYtW4q1a9caLffcc8+Jbdu26V///fffBvfE9+/fb7TRcuPGDeHt7S3at28vJk2aJMqXLy/atm0rQkJCRPv27YWdnZ34448/FMvev39f9O/fX1/f1q1bG/xHuX37drFu3TrFsg4ODtLtsuzsbNG7d2/x3HPPibNnz5r0n2qVKlUU/1M19kNSo0YNsX//fv17V6lUBu9v3759okaNGlK5Dh06iLlz5yqeU4hHt6aM/VWd69SpU8LX11e88cYbIi0tzaRffo//Ra4kOjra4Nb24ypXriz27dtntOzevXtF5cqVFfc92Zh1dHQ0+EMgLi7O6Ne4U6dO4tNPPxVCCNG6dWuph/jXX3812sBzd3c3+Jqkp6cLtVotkpKShBCP/oNSum6DBg0UP6f3798XAQEBws/PL8/P0+jRo8U777wjqlSpIjVSIiIihJubm2LZoUOHipYtW4qffvpJ9OjRQwQHB4tWrVqJCxcuiMjISBEYGGi0t9IaG/4ffPCBqFixopg3b544c+aMiI+PF/Hx8eLMmTNi3rx5olKlSkZv9fj4+Bg8G/v777/re92FEOLo0aOKP3tCCPHPP/+IypUri+HDh4uPPvpIODo6iqFDh4pPPvlEDB8+XGg0GrF8+XKp3IgRI0RgYKC4cOGCiI2N1d9yz7Vv3z5Rs2ZNxWtaY8O/c+fO4qOPPlLcJ4Rpv6euX78uOnXqJLp06SJu3bpVKL+nUlJSpEdphLC+z5MQBftMUcEVayMtV1ZWlrh586a4efNmvg/BCyHEokWLxO+//250f2hoqL63TMndu3fFu+++K3x9fYW9vb2ws7MTXl5eYvDgweKvv/7K9/oZGRlGn68wpnHjxuLXX3+V8tyGWq1atfL8BditWzfRp08fUbFiRekvsaNHjxq9vfvmm2+K+vXri48//li0aNFCjBgxQvj4+Iht27aJ8PBw0bhxY/Hqq69K5ZYsWWL0oVkhHt36eHwQhTHp6eli9OjRon79+sLGxsbiv1BNMW7cOOHl5SU2bNhg8MxHSkqK2LBhg/D29hbjx49XLFu3bl2DnrOFCxca3K6IiIgw+h/F4cOHhYuLi5gxY4b4+uuvhZubm3j//ffFqlWrxPTp04Wrq6vRBm+fPn3EK6+8Ih48eCCysrLExIkTRb169fT7jx49qnjdt956y2hjKDU1VbRs2dLo5ykwMFB06NBBvy1dutRg/0cffSQCAwMVy8bHx4sXX3xRODo6iuDgYHHv3j0xfvx4fS9Y/fr1DRq3j7PGhr8Qj57B8fT0NOgJVKlUwtPTM8/3M3PmTLF69Wqj+9977z3x8ssvG90fExMjBg4cKJycnPR/xNra2orWrVuLjRs3KpZJSEgQrVq10tfVy8vLoHf5l19+EV999ZViWWts+G/YsEGsXLlScZ8Qjxp9P/zwg9H9uXQ6nZg9e7b+WdCi/D1VnJ+nAQMGmPV5EsLwM5X7vO/jPWt5faao4EpEI60s+O9//2v0gdDs7GzRs2dPo/9BjRw50mB7spdxypQpIjg4WLHsgwcPREhIiGjUqJF44403hFarFZ999pmws7MTKpVKdOjQweJfNub47bffxMSJE/O91pUrVxRH/JoiMzNTjBkzRtjZ2Qm1Wi3s7e2Fvb29UKvVws7OTowdO1ZkZmYqlh09erTUWHlcWFiY6Natm9H9hw8fNvhFlrtVr15d8ZmyXJcuXRJ169YV5cqVE7a2tsLV1VU/+liIR88MKj3Lk5ycLPVWCCH0X7vU1NQ8exWV5Ja9dOmSuHbtmlllL126JPVoP8kaG/6Pi42NFYcPHxaHDx82acRuftLS0ox+Hh+n0+lEfHy8yX/ECvHoge78vh9PGj9+vNU1/AvbiRMnxPz58/XPChcla/o8CfHvZ+rxwSRU9IptnrSy5uHDh0hPT4ezs7PR/Tdu3LBo3p20tDTY2NjA3t7e5DKZmZnIzs4ulXO6paamIiIiwmAOIn9/f6Nfe1NcvnwZ9vb28PT0zPO4xMRExMbGQqfTwdPTE97e3vmeOz09HYcOHYJWq0WrVq30cxlZws7ODmfOnDE6X1JJLGupLVu2YM+ePQgNDUWVKlWMHnf16lXUqlULKpXqqdXNGt29exc3b97Es88+q7j//v37OHnyJAIDA80+d2xsLOzs7FCjRg2zyqSnp8PHxwflyhXrvOuFqiAToltjWSoYLgv1lJQrVy7PRsKtW7cwa9Ysi86dnJyMcePGmVXG3t4eTk5OuHbtGl599VXFYzIyMnDw4EH8888/0r7MzEz8+OOPRs9fXGUvXLiA9evXw9PTE4MGDULTpk2xbt06TJw4EXv27DFaLrfs8uXLERkZCQCIjIzE2LFj8eqrr+Ly5ct5NtByyyYnJ6Nly5aoWLEi5s6di1dffTXf6169ehXXr19HvXr14ObmZnBdY2UnTZqkuOXk5GDOnDn61yWp7JPS0tKwfPlyTJs2DQsWLEBSUpJJ5XLL3rlzBxUqVMC6devyLOvl5WXQQDPnuidPnsTly5f1r1euXIk2bdqgZs2aaNu2LdasWVOiyhbkmtOnT0dycrLR/U5OTkYbaG+99RYOHDhgtGydOnWMNtCMla1Tpw4aNWqUbwNtwYIFGD58uP69rVy5Er6+vvDx8cF7772Hhw8flpiyJ06cQMOGDbF161ZkZ2cjOjoa/v7+cHBwwOTJk9G+fXvcv39f8XrWWJYKQXF35dEjec0RVRxlo6Ki9POLqdVq0b59e3Hz5k39/rxGehVX2YJMcmxtZVUqlWjSpInBLaYOHToIlUolmjdvLjp06CA6duyoeM3iKtuwYUP9gIi4uDjh7e0tXFxcRPPmzUWlSpVElSpVjN72ebKsl5eXxWXNuW5BJr8ujrIFuebjtxfnzJkjbt26pXhcSSr70UcfCScnJ/HKK68IDw8PMWfOHFG5cmXx8ccfi9mzZwt3d3cxffr0ElO2IBOiW2NZKjg20p4SY5Nx5m7/+9//zJ7IsyjL9u7dW3Tv3l0kJiaK6Oho0b17d1G7dm39CMi8GkvFVbYgkxxbW9mwsDBRu3ZtqQFnyoP0xVX28WfDhgwZIlq3bq2fpPn+/fsiKChIDBo0qESVLejk10+7bEGuqVKpxK5du8SECROEm5ubsLW1FT179hRbtmwxugpBcZetW7euWL9+vRDi0R+cNjY24qefftLv37Bhg8FAnOIuW5AJ0a2xLBUcG2lPSUEn43zaZatUqWIwV5FOpxNjxowRtWrVEpcuXcqzsVRcZQsyybE1lj1+/Lh45plnxH/+8x/9A8CmNJaKq+zjjaU6depIIwAPHTpkdCh/cZUtyOTXxVG2INd8/OuUlZUl1q5dq5/xv1q1auK9994zumRRcZVVmgfy8QE1V65cMTpJa3GULciE6NZYlgqOz6Q9JZ6entiwYQN0Op3idvLkyRJVNiMjw+BZEJVKhUWLFqFHjx4IDAzExYsXjV6zuMrmHg8AarUa9vb2cHFx0e9zcnJCSkpKqSnbvHlzREREIDExEc2aNcO5c+dMfji+uMrmHpeZmSk941e9enUkJiaWqLJdu3bFokWLAACBgYH49ddfDfavW7cO9erVKzFlC3LNx9na2qJ///4IDw9HbGwsQkJCsGrVKjRo0KBElfXw8NA/uxodHY2cnByDZ1nPnz9vdFBJcZTt3bs3xowZg/DwcOzduxdDhgxBYGAgypcvDwCIiopC9erVFa9pjWWpEBR3K7Gs6NGjh/jggw+M7s9rjqjiKNu8eXPx448/KpZ58803haurq9EereIqW5BJjq2x7ONWr14tqlatKtRqtUm9YcVRVqVSicaNG4umTZsKR0dHad7AP//80+iyNsVVtiCTXxdH2YJcM7+pSnQ6ndHVGYqr7Pvvvy/c3d3F66+/LmrXri2mTp0qatWqJRYtWiQWL14satasKS3TVpxlCzIhujWWpYJjI+0p2b9/v8F/xk968OCB0XmtiqPs7Nmz9YvoKhk7dqzRhmFxlS3IJMfWWPZJ165dE5s2bRIPHjww6finXXbmzJkGW3h4uMH+yZMni4EDB5aoskIUbPLr4ihraTlvb2+T1jMtSWVzcnLEJ598Il566SUxe/ZsodPpxOrVq0XNmjVF5cqVxciRI41+LourrBCWTYhuzWXJcpwnjYiIiKgE4jNpRERERCUQG2lEREREJRAbaUREREQlEBtpRERERCUQG2lEREREJRAbaUREREQlEBtpRERERCXQ/wF9g1nkxXLJcgAAAABJRU5ErkJggg==", + "image/png": "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", "text/plain": [ "
" ] @@ -749,7 +808,7 @@ }, { "data": { - "image/png": "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", + "image/png": "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", "text/plain": [ "
" ] @@ -763,9 +822,9 @@ "opt_gans = opt_designs[design_nb]\n", "\n", "fig, ax = problem.render(opt_gans)\n", - "fig2, ax2 = problem.render(opt_design_random)\n", + "fig2, ax2 = problem.render(opt_design_uniform)\n", "ax.set_title(\"Optimized design starting from GAN\")\n", - "ax2.set_title(\"Optimized design starting from random design\")\n", + "ax2.set_title(\"Optimized design starting from uniformly filled design\")\n", "\n", "plt.show()" ]