diff --git a/ch03/02_bonus_efficient-multihead-attention/mha-implementations.ipynb b/ch03/02_bonus_efficient-multihead-attention/mha-implementations.ipynb index 12525fe24..15f83d7aa 100644 --- a/ch03/02_bonus_efficient-multihead-attention/mha-implementations.ipynb +++ b/ch03/02_bonus_efficient-multihead-attention/mha-implementations.ipynb @@ -44,21 +44,21 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 1, "id": "7898551e-f582-48ac-9f66-3632abe2a93f", "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "7898551e-f582-48ac-9f66-3632abe2a93f", - "outputId": "1a7d22c1-96d8-4a42-e3ec-ce78abaf18eb" + "outputId": "1dcdc621-7d0b-41e3-eac8-0f5a768e1bed" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "PyTorch version: 2.5.0.dev20240905+cu121\n" + "PyTorch version: 2.6.0+cu124\n" ] } ], @@ -91,7 +91,9 @@ "cell_type": "code", "execution_count": null, "id": "1db27f43-86f4-478f-89df-fbc2182a129b", - "metadata": {}, + "metadata": { + "id": "1db27f43-86f4-478f-89df-fbc2182a129b" + }, "outputs": [], "source": [ "# pip install --upgrade torch torchvision torchaudio" @@ -112,14 +114,14 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 2, "id": "297c93ed-aec0-4896-bb89-42c4b294d3d1", "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "297c93ed-aec0-4896-bb89-42c4b294d3d1", - "outputId": "b6f596e4-b778-496c-bea8-3fe83d873c5b" + "outputId": "9d02508e-106d-4a13-9bd6-0941cc7c5d36" }, "outputs": [ { @@ -203,14 +205,14 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 3, "id": "4ee6a61b-d25c-4a0c-8a59-f285544e3710", "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "4ee6a61b-d25c-4a0c-8a59-f285544e3710", - "outputId": "4d9ade55-4710-4ae6-9f00-aa87811bfb04" + "outputId": "7469c10e-58e4-4b98-f5fd-ffdab4a2ef6b" }, "outputs": [ { @@ -324,14 +326,14 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 4, "id": "9a6bd0a2-f27c-4602-afa0-c96cd295c1a6", "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "9a6bd0a2-f27c-4602-afa0-c96cd295c1a6", - "outputId": "a0a023ee-3bc7-4a89-cdba-7c97921160ee" + "outputId": "6ced0e41-958e-43af-ae3e-17b62148c1cd" }, "outputs": [ { @@ -432,14 +434,14 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 5, "id": "92481814-068d-439b-a65c-b1310ebbe0aa", "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "92481814-068d-439b-a65c-b1310ebbe0aa", - "outputId": "59a75f6e-ef06-418f-8e54-d3b368fbed13" + "outputId": "f46b111d-3563-4e5c-da2a-7be156974f5e" }, "outputs": [ { @@ -575,7 +577,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 6, "id": "1b8e5a0d-1f65-4a03-bf6e-723f0cc428f5", "metadata": { "id": "1b8e5a0d-1f65-4a03-bf6e-723f0cc428f5" @@ -627,14 +629,14 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 7, "id": "fbc8ba92-3471-41cb-b1b2-4c0ef5be392b", "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "fbc8ba92-3471-41cb-b1b2-4c0ef5be392b", - "outputId": "087a53e7-86d8-48dc-bf2e-023f0f2104cb" + "outputId": "c69e79a4-e741-4371-8ecc-a775b8b246bf" }, "outputs": [ { @@ -676,7 +678,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 8, "id": "bad53538-e905-4065-ba0c-caacdfec5a0b", "metadata": { "id": "bad53538-e905-4065-ba0c-caacdfec5a0b" @@ -736,14 +738,14 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 9, "id": "f3da7850-e772-47d3-bd51-22d077b01412", "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "f3da7850-e772-47d3-bd51-22d077b01412", - "outputId": "cc8fc837-8e06-42fc-bad5-b17816f47fcd" + "outputId": "1d208d5c-0d33-40c5-c473-0bef0bf123a0" }, "outputs": [ { @@ -793,14 +795,14 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 10, "id": "3799c7ef-3155-42c6-a829-f95656453ae0", "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "3799c7ef-3155-42c6-a829-f95656453ae0", - "outputId": "78236eea-a0f4-47e4-c846-606e7f8f8768" + "outputId": "dbee238a-a189-4f30-ac45-3b5e51237615" }, "outputs": [ { @@ -898,14 +900,14 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 11, "id": "4a4c2afe-5e1f-4bd7-a118-67031176f147", "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "4a4c2afe-5e1f-4bd7-a118-67031176f147", - "outputId": "6359dcff-ddcf-4cf9-eada-c3f0685cced2" + "outputId": "54ae35e3-6d9e-485f-c59c-6955430382f8" }, "outputs": [ { @@ -960,7 +962,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 12, "id": "834318c8-4748-4902-99f0-70ee02bef63e", "metadata": { "id": "834318c8-4748-4902-99f0-70ee02bef63e" @@ -980,14 +982,14 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 13, "id": "WYyFRCXndVH9", "metadata": { "id": "WYyFRCXndVH9" }, "outputs": [], "source": [ - "if current_version >= required_version:\n", + "if current_version >= required_version and torch.cuda.is_available():\n", " from torch.nn.attention.flex_attention import flex_attention, create_block_mask\n", "\n", "\n", @@ -1051,14 +1053,14 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 14, "id": "9cdaaf8a-f956-44bc-932f-4d33448e8aaf", "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "9cdaaf8a-f956-44bc-932f-4d33448e8aaf", - "outputId": "a88a7398-159e-401f-d96c-2fc928908e3e" + "outputId": "c239092a-696e-4573-e933-c337f090d294" }, "outputs": [ { @@ -1353,7 +1355,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 15, "id": "RStnI1pEi6Eo", "metadata": { "id": "RStnI1pEi6Eo" @@ -1366,21 +1368,21 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 16, "id": "e8431d75-e1c9-4d9a-b7da-9a1ff391f2bf", "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "e8431d75-e1c9-4d9a-b7da-9a1ff391f2bf", - "outputId": "f6356d4c-7a3f-47f5-cf51-5507db3f5748" + "outputId": "787933f2-1911-4830-cc3e-c3fc47afd688" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "PyTorch version: 2.5.0.dev20240905+cu121\n", + "PyTorch version: 2.6.0+cu124\n", "Running on cuda\n" ] } @@ -1394,21 +1396,21 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 17, "id": "707a2a14-a089-48a8-88aa-d328e1e0a9d0", "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "707a2a14-a089-48a8-88aa-d328e1e0a9d0", - "outputId": "4ea5798b-a590-401b-d049-3fed0716db34" + "outputId": "f79aa3cf-f860-4d31-85be-63caa513c9a4" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "4.33 ms ± 51.4 µs per loop (mean ± std. dev. of 7 runs, 100 loops each)\n" + "4.68 ms ± 121 µs per loop (mean ± std. dev. of 7 runs, 100 loops each)\n" ] } ], @@ -1419,21 +1421,21 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 18, "id": "8686dd69-3655-40e4-a57b-a2c55532a010", "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "8686dd69-3655-40e4-a57b-a2c55532a010", - "outputId": "88094b61-4d87-47bd-8c8b-c9344ab57062" + "outputId": "9e38912d-8ba4-4906-a9a4-47206297465c" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "3.09 ms ± 363 ns per loop (mean ± std. dev. of 7 runs, 1000 loops each)\n" + "3.08 ms ± 195 ns per loop (mean ± std. dev. of 7 runs, 1000 loops each)\n" ] } ], @@ -1444,21 +1446,21 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 19, "id": "2209d7df-e54b-4910-ae2b-c78cf684d9bf", "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "2209d7df-e54b-4910-ae2b-c78cf684d9bf", - "outputId": "e3d82c53-f75b-425a-ed3e-5e48ea9ef768" + "outputId": "cb9cda4b-4a35-4718-864c-f8de3cc04853" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "3.81 ms ± 656 ns per loop (mean ± std. dev. of 7 runs, 100 loops each)\n" + "3.81 ms ± 532 ns per loop (mean ± std. dev. of 7 runs, 100 loops each)\n" ] } ], @@ -1469,21 +1471,21 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 20, "id": "abee5edf-2585-4f0e-846c-b1c7ca88f545", "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "abee5edf-2585-4f0e-846c-b1c7ca88f545", - "outputId": "c9bf17f5-de62-4c39-a328-fe430812b156" + "outputId": "aadc2f49-02ff-4b10-bc75-8302c7929597" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "4.12 ms ± 1.2 µs per loop (mean ± std. dev. of 7 runs, 100 loops each)\n" + "4.11 ms ± 170 ns per loop (mean ± std. dev. of 7 runs, 100 loops each)\n" ] } ], @@ -1494,21 +1496,21 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 21, "id": "1075abe2-4839-4fd6-af3e-c09bb3651e26", "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "1075abe2-4839-4fd6-af3e-c09bb3651e26", - "outputId": "b63f4769-3be5-44df-b8f2-2ac379be1ff4" + "outputId": "56968cdf-158b-41bb-9505-ffde33c4f09c" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "1.25 ms ± 1.1 µs per loop (mean ± std. dev. of 7 runs, 1000 loops each)\n" + "1.1 ms ± 800 ns per loop (mean ± std. dev. of 7 runs, 1000 loops each)\n" ] } ], @@ -1519,21 +1521,21 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 22, "id": "218adbaf-f17f-47d9-81d5-41c758218df7", "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "218adbaf-f17f-47d9-81d5-41c758218df7", - "outputId": "a30ab365-865d-4175-f148-dc15abc4e07a" + "outputId": "63e103a7-fade-4a30-d32a-f2cfac09ea6c" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "2.03 ms ± 119 µs per loop (mean ± std. dev. of 7 runs, 100 loops each)\n" + "1.8 ms ± 93.6 µs per loop (mean ± std. dev. of 7 runs, 100 loops each)\n" ] } ], @@ -1544,21 +1546,21 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": 23, "id": "868e3670-8edc-47bc-9e06-eb505e44dc9d", "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "868e3670-8edc-47bc-9e06-eb505e44dc9d", - "outputId": "e20e77ac-6573-4830-82c7-795bd139af4f" + "outputId": "93f1c5e7-6040-44e9-c26c-0995caa86b50" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "3.05 ms ± 388 ns per loop (mean ± std. dev. of 7 runs, 100 loops each)\n" + "3.04 ms ± 394 ns per loop (mean ± std. dev. of 7 runs, 100 loops each)\n" ] } ], @@ -1569,21 +1571,21 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 24, "id": "944870e6-de54-4e3b-a455-b8f21f6f92c8", "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "944870e6-de54-4e3b-a455-b8f21f6f92c8", - "outputId": "26df6295-fa5c-4b3f-89be-c7183f079fce" + "outputId": "83e36077-80f9-41e1-abbb-2cd1f7645dd0" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "2.37 ms ± 6.53 µs per loop (mean ± std. dev. of 7 runs, 100 loops each)\n" + "2.13 ms ± 4.48 µs per loop (mean ± std. dev. of 7 runs, 100 loops each)\n" ] } ], @@ -1594,21 +1596,21 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 25, "id": "evKtpb5QN_2A", "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "evKtpb5QN_2A", - "outputId": "23bf5398-c8ec-4463-8af9-17de8f920a33" + "outputId": "af64f756-1aad-4032-a431-76842bf7dafe" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "14.6 ms ± 1.34 ms per loop (mean ± std. dev. of 7 runs, 1 loop each)\n" + "13.9 ms ± 557 µs per loop (mean ± std. dev. of 7 runs, 1 loop each)\n" ] } ], @@ -1635,21 +1637,21 @@ }, { "cell_type": "code", - "execution_count": 35, + "execution_count": 26, "id": "bbb2f729-d3d8-46d0-b249-9249197ea574", "metadata": { "colab": { "base_uri": "https://localhost:8080/" }, "id": "bbb2f729-d3d8-46d0-b249-9249197ea574", - "outputId": "a45fe256-6416-4f43-87d2-27bbf97239e3" + "outputId": "6e6167c4-93e5-4491-a49f-c1d3966fb10a" }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "PyTorch version: 2.5.0.dev20240905+cu121\n", + "PyTorch version: 2.6.0+cu124\n", "Running on cuda\n" ] } @@ -1663,7 +1665,7 @@ }, { "cell_type": "code", - "execution_count": 36, + "execution_count": 27, "id": "b0620bf5", "metadata": { "id": "b0620bf5" @@ -1681,13 +1683,13 @@ " \"8) PyTorch MHA with need_weights=False\": mha_pytorch_class_noweights\n", " }\n", "\n", - "if current_version >= required_version:\n", - " functions[\"8) PyTorch's FlexAttention\"] = mha_pytorch_flex" + "if current_version >= required_version and torch.cuda.is_available():\n", + " functions[\"9) PyTorch's FlexAttention\"] = mha_pytorch_flex" ] }, { "cell_type": "code", - "execution_count": 37, + "execution_count": 28, "id": "CDJAPZaszaqx", "metadata": { "id": "CDJAPZaszaqx" @@ -1744,7 +1746,7 @@ }, { "cell_type": "code", - "execution_count": 38, + "execution_count": 29, "id": "29b63d3d-6d0b-43bb-9c68-d5514dc81000", "metadata": { "id": "29b63d3d-6d0b-43bb-9c68-d5514dc81000" @@ -1779,20 +1781,20 @@ }, { "cell_type": "code", - "execution_count": 39, + "execution_count": 30, "id": "9dd07a09", "metadata": { "colab": { "base_uri": "https://localhost:8080/", - "height": 488 + "height": 486 }, "id": "9dd07a09", - "outputId": "491d06f4-a6bc-431a-a1ca-4db38df57e0c" + "outputId": "84d3ed5c-d4e6-47d0-b277-75ecf36a55e8" }, "outputs": [ { "data": { - "image/png": "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", + "image/png": "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\n", "text/plain": [ "
" ] @@ -1826,7 +1828,7 @@ }, { "cell_type": "code", - "execution_count": 40, + "execution_count": 31, "id": "69e6377b", "metadata": { "id": "69e6377b" @@ -1865,20 +1867,20 @@ }, { "cell_type": "code", - "execution_count": 41, + "execution_count": 32, "id": "ReCmeRhCOpm8", "metadata": { "colab": { "base_uri": "https://localhost:8080/", - "height": 488 + "height": 486 }, "id": "ReCmeRhCOpm8", - "outputId": "2bcfa909-ba87-4d31-b926-bc66e63736cc" + "outputId": "6d0f526e-d044-49b0-d2e7-fb1dac063920" }, "outputs": [ { "data": { - "image/png": "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", + "image/png": "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\n", "text/plain": [ "
" ] @@ -1912,7 +1914,7 @@ }, { "cell_type": "code", - "execution_count": 42, + "execution_count": 33, "id": "LQDiAPooiYAz", "metadata": { "id": "LQDiAPooiYAz" @@ -1929,20 +1931,20 @@ }, { "cell_type": "code", - "execution_count": 43, + "execution_count": 34, "id": "aac06ffe", "metadata": { "colab": { "base_uri": "https://localhost:8080/", - "height": 489 + "height": 486 }, "id": "aac06ffe", - "outputId": "098c66b4-1201-4bdd-af23-e634f5ade806" + "outputId": "d66cf0e8-18ab-40ab-e22f-86e8e82edfdd" }, "outputs": [ { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAAnIAAAHYCAYAAADJQQWAAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjcuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/bCgiHAAAACXBIWXMAAA9hAAAPYQGoP6dpAAEAAElEQVR4nOzddVhU6dvA8e/QKYIJirrG2t0NdqEiBiq2oihiYaJiF9gBdnestXbr2ootJjYWYmJQ7x9enJcRXXV/6JzR+3NdXrtzau6HOXPOPc95QmNnZxePEEIIIYTQOwa6DkAIIYQQQvw3ksgJIYQQQugpSeSEEEIIIfSUJHJCCCGEEHpKEjkhhBBCCD0liZwQQgghhJ6SRE4IIYQQQk9JIieEEEIIoackkRNCCCGE0FOSyAkhhBBC6KlfOpErXbo0S5cu5eLFi0RERFCrVq0k2/Tr14+LFy9y79491q1bR9asWXUQqRBCCCHE9zPSdQA/koWFBRcvXmTZsmUsWrQoyXofHx88PT3p0qULt2/fZsCAAaxevZoyZcrw/v37b3oPe3t7Xr9+ndyhCyGEEOI3Z2VlRXh4+L9uo7Gzs4v/SfHoVEREBC1atGDLli3KsosXLzJjxgymT58OgLW1NaGhoXh7e/PXX3999Zj29vZcuHDhh8UshBBCiN9bvnz5/jWZ+6Vr5P5N5syZSZ8+Pfv371eWvXr1ilOnTlG8ePHPJnImJiaYmpomWZ4vXz6plRNCCCFEsrGysuLChQtfzS9+20Qubdq0ADx58kRr+ZMnT5R1n+revTt9+/ZNsvz169e8evUq+YMUQgghhPgXv3Rnh+Q2adIksmTJovzLly+frkMSQgghxG/st03kHj9+DECaNGm0lqdJk0ZZ96kPHz7w6tUr5Z88ThVCCCGELv22idzt27d5+PAhFSpUUJZZW1tTtGhRTpw4ocPIhBBCCCG+zS/dRs7S0pI//vhDeZ0pUyby5ctHZGQk9+/fZ+bMmfTq1YubN28qw488fPhQq2erEEIIIYRa/dKJXKFChdi4caPyeuTIkQAsX74cb29vpkyZgoWFBRMmTMDGxoZjx47RuHHjbx5DTgghhBBCl36bceR+BGtra27dukWWLFmk16oQQgghks235hi/bRs5IYQQQgh9J4mcEEIIIYSekkROCCGEEEJPSSInhBBCCKGnJJETQgghhNBTksgJIYQQQugpSeSEEEIIIfSUJHJCCCGEEHpKEjkhhBBCCD0liZwQQgghhJ6SRE4IIYQQQk9JIieEEEIIoackkRNCCCGE0FNGug7gU5kyZaJ06dJkzJgRCwsLnj59yvnz5zlx4gTv37/XdXhCCCGEEKqhmkSuYcOGdOzYkUKFCvH48WMePnzIu3fvsLW1JUuWLLx//541a9YwefJk7t27p+twhRBCCCF0ThWJ3N69e4mOjmb58uW0atWKBw8eaK03MTGhePHiuLq6snv3bnr37s3GjRt1FK0QQgghhDpo7Ozs4nUdhLOzM3v37v2mbW1tbcmUKRNnz579wVF9nbW1Nbdu3SJLliy8evVK1+EIIYQQ4hfxrTmGamrkvlVkZCSRkZE/MBohhBBCCP2gul6rBQoUIHfu3MrrmjVrsnjxYgYOHIixsbEOIxNCCCGEUBfVJXITJkwge/bsAGTOnJnZs2cTFRVF3bp1GTJkiG6DE0IIIYRQEdUlctmyZeP8+fMA1KtXjyNHjtCxY0e8vb1xcXHRcXRCCCGEEOqhukROo9FgYPAxrIoVK7Jz504A7t+/j52dnS5DU62QkBAiIiKS/Bs3btxnt2/RogWbN2/mxo0b3Lhxg3Xr1lGkSBGtbfr06cPRo0e5c+eOsk3RokV/RnGEEEII8Y1Ul8idOXOGXr160bhxY8qUKaMkcpkzZ+bJkyc6jk6dqlSpQu7cuZV/DRo0AGDDhg2f3b5s2bKsW7eOevXqUaNGDe7fv8+aNWuwt7dXtrlx4wZ9+/alfPny1KpVizt37rBmzRpSpUr1U8okhBBCiK9TxfAjieXJk4eZM2eSMWNGZsyYQUBAAABjxozB1taWjh076jjC/6fW4UdGjhxJtWrVKF68+Ddtb2BgwM2bN+nbty8rV6787DYJZXV1deXAgQPJGa4QQgghPvGtOYbqauQuXbpE+fLl+eOPP5QkDsDf358uXbroMDL9YGxsTKNGjVi2bNk372NhYYGRkdEXh3UxNjamZcuWvHjxggsXLiRXqEIIIZLR9zazAahbty5Hjx7l/v37HDx4kCpVqnxx28DAQCIiIlRVoSJUmMglZmlpibW1NdbW1piYmGBubp6sxzcwMKB///6cPn2ae/fucfLkSXr16pWs7/Gz1apVCxsbG5YvX/7N+/j7+/Pw4UP279+vtbxatWrcvn2bBw8e4OXlhZubG8+ePUvukIUQQiSD721mU7x4cWbPns2SJUtwdnZmy5YtLF68mFy5ciXZtnbt2hQrVozw8PAfWgbx/VQxIHBimTJlYuzYsZQtWxYzMzNluUajIT4+nrRp0ybbe3Xr1o02bdrQpUsXQkNDKVSoENOmTePVq1fMmjUr2d7nZ/Lw8GDXrl08fPjwm7bv1q0brq6u1K1bl/fv32utO3ToEE5OTqRKlYoWLVowd+5cqlWrxtOnT39E6EIIIf4HERERWq+7devGzZs3+eeffz67fceOHdm9ezfTpk0DYPTo0Tg5OdG+fXt8fX2V7ezt7RkzZgwNGzZkxYoVP64A4j9RXSIXHByMRqPBx8eHJ0+eEB//45rwFS9enK1btyodKu7evYubm1uSHpz6ImPGjFSsWJFWrVopyywsLLC0tPzs9m3btqVTp060bduWJ0+ekCZNGmXdmzdviIqKIiwsjLCwME6ePMnx48fx8PBg0qRJP7ooQggh/gcJzWyCgoK+uE3x4sWZMWOG1rI9e/ZQq1Yt5bVGoyEoKIipU6dy5cqVHxav+O9Ul8jlzZuXypUrc/369R/+XidOnKBly5Zky5aNGzdukDdvXkqWLMmgQYM+u72JiQmmpqbKaysrqx8e4/do1qwZT548YceOHcqy/PnzU7JkySTblilThvLly7NkyRLy589P/vz5tdYfO3aMY8eOaS0zMDDAxMTkxwQvhBAi2XxLM5u0adMmGQ3iyZMnWk++unXrRkxMjN4+pfodqC6RCwkJIUOGDD8lkZs0aRLW1tYcPXqU2NhYDA0NGTlyJGvWrPns9t27d6dv374/PK7/QqPR0KxZM1auXElsbKyy/Pz583h6evL48WMmTJgAQPv27XF2dmbdunWEh4crNZJRUVFERUVhbm5Ou3btiI2N5eHDh6RKlYp27dphb2//xbYWQggh1ON7m9l8TsGCBfH09KRSpUrJGJlIbqpL5Lp378748eOxt7fn8uXLREdHa62/dOlSsr1X/fr1adiwIZ6enoSGhpI/f35GjhzJw4cPP9sOYNKkSVrV1FZWVqrpxVmxYkUcHR1ZunSp1vKoqChSp07N27dvlV9ejRs3xsjIiMaNGwMoNZBjx45l3LhxmJqakiVLFhYsWICdnR2RkZGEhIRQp04dqVoXQgiV+1wzm895/PixVpMagDRp0vD48WMASpUqRZo0aTh79qyy3sjIiOHDh9OpUycKFy6c/MGL76a6ceSKFSvGzJkzyZQpk7IsPj7+h3R2OHfuHJMnT2bu3LnKsl69etGoUSNKlSr11f3VOo7ct2jbti1WVla8fv2aefPm6TocIYQQyaRPnz60atWKAgUKaD2h+dScOXMwNzenefPmyrKtW7dy8eJFfH19sbW1JV26dFr7rFmzhlWrVrFs2bKf8uTsd/atOYbqauSmTJmi9TjwR3Z2MDc3Jy4uTmtZbGwsGo3mh72nEEII8aN8qZkNwIwZMwgPD2f48OEAzJw5k02bNtG5c2d27tyJq6srhQoVokePHgBERkYmGV80OjqaR48eSRKnIqpL5DJmzEjz5s0JCwv74e+1fft2evbsyb179wgNDaVAgQJ4eXl912C6QgghhFp8qZkNQIYMGbQqL06cOIGnpyd+fn4MHDiQmzdv0qJFC0JDQ39myOJ/pLpE7uDBg+TLl++nJHL9+vWjf//+BAQEkDp1ah4+fMjChQu1ZpQQQggh9MW+ffu+OCd2vXr1kizbuHEjGzdu/ObjS7s49VFdIrd9+3ZGjBhB7ty5P9vZYdu2bcn2Xq9fv8bPzw8/P79kO6YQQgghxM+iukRu/PjxAPTu3TvJuuTu7CCEEEIIoc9Ul8h92hVaCCGEEEJ8noGuAxBCCKEu9vb2BAcHc+3aNe7du8fBgwcpVKjQF7evU6cOa9eu5cqVK9y6dYtt27bh7Oz8Px9XCPF1qkjkXF1dv3lbBwcHSpQo8QOjEUKI35eNjQ1btmwhOjqaJk2aUKZMGQYNGsTz58+/uE/p0qXZt28f7u7uVKpUiUOHDrFs2TKtqf/+y3GFEF+nikerbdq0oU+fPixbtozt27dz9epVrfXW1taULFmSRo0a4eTkRLdu3XQUqRBC/Nq6devG/fv36dq1q7Lszp07/7rPpx3GRowYQc2aNalevTrnz5//z8cVQnydKmrk6taty9ChQ3FycuLQoUPcunWL48ePc/DgQc6fP8/169eZMmUK9+/fp1y5csnac1UIIcT/q1GjBmfOnGHevHmEhoayd+9eWrRo8V3H0Gg0WFlZadW2JcdxhRBJqaJGDj4OK7Jt2zbs7OwoVaoUGTNmxNzcnIiICM6fP8+5c+d+6CwPQgghIHPmzLRp04agoCAmTpxI4cKFGT16NNHR0Z+dg/pzvL29sbS0ZP369cl6XCFEUqpJ5BI8e/aMLVu26DoMVbHusCjZj6kxOwtEo7G0Tfbjv5rdMlmPJ4T4eQwMDDhz5gwjRowA4Pz58+TOnZvWrVt/U8Ll5uZG7969adGiBU+fPk224wohPk91iZwQQgjdefToEVeuXNFadvXqVVxcXL66r6urK5MmTaJt27bs378/2Y4rkoeFhQWWlpbfvd+bN2+Iior6ARGJ5CCJnBBCCMWxY8fInj271rJs2bJx9+7df92vQYMGTJkyhQ4dOrBz585kO65IPvnz56dkyZLfvd+xY8c4duzYD4hIJAdJ5IQQQiiCg4PZunUrPXr0YP369RQpUoSWLVvSs2dPZZtBgwZhb29P586dgY+PU6dPn86AAQM4deqUMgPP27dvefXq1TcfV/y7/7UZTDhv2P/+bZLlJU3uYqaJ5V28Icc+OCZZH1kgN9YFuvyn95SmNj+eJHJCCCEUISEhtGzZkkGDBuHr68udO3fw8/NjzZo1yjbp0qUjQ4YMyuuWLVtibGxMQEAAAQEByvLly5fj7e39zccVP1Zmo+cUNg7/4nozTSwVTW8lWR4SbU9kzPc/khU/h2oTOWNjYzJnzkxYWBixsbG6DkcIIX4bO3bsYMeOHV9cn5CcJahXr16yHFf8WFdi0nA3NuV37xcVb5z8wYhko7pEztzcnDFjxuDu7g5AiRIluH37NmPGjCE8PJzJkyfrOEIhhBBC/7zFhLfxJroOQyQzVQwInNigQYPIly8fdevW5d27d8ry/fv3U79+fd0FJoQQQgihMqpL5GrVqkXfvn2T9JAJDQ3ljz/+0FFUQgghfgV9+vQhIiJC69/Ro0e/uH3Tpk2TbH///v0vbh8YGEhERAQdO3b8EeELkYTqHq2mSpWKJ0+eJFluYWEhMzsIIYT4n12+fJkGDRoor2NiYv51+5cvX2oN2/Gle1Ht2rUpVqwY4eFf7lAgRHJTXY3cmTNnqFatmvI64QvTokULTpw4oauwhBBC/CJiYmJ4/Pix8u/Zs2f/un18fLzW9p+rbLC3t2fMmDF07NiR6OjoHxW6EEmorkZuxIgRrFq1ipw5c2JoaEjHjh3JmTMnxYsXp27duroOTwghhJ7LmjUrFy9e5N27d5w4cYLhw4f/6+NSS0tLzpw5g4GBAefOnWP48OFas1RoNBqCgoKYOnVqktkrhPjRVFcjd+zYMSpWrIihoSGXL1/G2dmZp0+fUqNGDc6ePavr8IQQQuixU6dO4e3tTaNGjfD19SVz5sz8/fffWFlZfXb7a9eu4ePjg4eHB506dUKj0bBt2zYcHByUbbp160ZMTAyzZs36WcUQQqG6GjmAW7du0aNHD12H8Usw5wMWmqTV/AbEK/9NpXmTZH1UvDFvkW7qQohfy+7du5X/v3TpEqdOneLs2bPUq1ePpUuXJtn+5MmTnDx5Unl9/Phxjhw5QqtWrRg9ejQFCxbE09OTSpUq/ZT4hfiUKhM5gNSpU5M6dWoMDLQrDS9duqSjiPRTTqMn/zqSt7kmhrpml5MsD4m250xMhs/sIYQQv46XL19y48YNsmbN+k3bx8TEcP78eWUUhVKlSpEmTRqtJ0ZGRkYMHz6cTp06Ubhw4R8StxAJVJfIFSxYkOnTp/Pnn3+i0Wi01sXHxytz+IlvIyN5C13p06cPffv21Vp27do1SpUq9dntc+bMSf/+/SlYsCCZMmViwIABzJw58386pkh+FhYWWFp+/3RNb968ISoq6gdE9L+xtLQkS5YsrFq16pu2NzAwIE+ePOzcuROAVatWsX//fq1t1qxZw6pVq1i2bFmyxyvEp1SXyE2ZMoUbN27QrVs3Hj9+LEOO/I/0fSTv/3Ljrlu3LgMGDMDR0ZGbN28ydOhQdu3apay3tLRk8ODB1KpVC1tbW+7cucOsWbNYsGDBjyrGb+t7hnmwsLDg1q1bbNiwgREjRiTLMUXyK1KkCEWKFPnu/U6fPs2hQ4d+QETfZ+jQoWzfvp27d++SPn16+vXrR2xsLGvXrgVgxowZhIeHM3z4cAB8fX05efIkYWFh2NjY4O3tTcaMGVmyZAkAkZGRREZGar1HdHQ0jx494vr16z+3cOK3pLpELkuWLLRu3ZqwsLCf8n729vb4+/tTuXJlzM3NCQsLo2vXrpw5c+anvL/4uu+5cRcvXpzZs2czfPhwduzYgZubG4sXL8bZ2ZnQ0FAAhg8fTvny5enUqRN37tzB2dmZgIAAHj58yLZt2354eX4nCcM8fIuQkBBCQkIAGDx4cLIcU3yedYdF/3lfY6M7wPf//Y3z18A6t+d/es9Xs1v+p/0+x8HBgdmzZ2Nra6sMBly9enUiIiIAyJAhA3Fxccr2KVOmZNKkSaRNm5bnz59z9uxZatasKb1ThWqoLpE7cOAA+fLl+ymJnI2NDVu2bOHQoUM0adKEp0+fkjVrVp4/f/7D31t8u++5cXfs2JHdu3czbdo0AEaPHo2TkxPt27fH19cX+Dh/74oVK/jnn38AWLRoEa1ataJIkSI6TeS6devG4MGDCQ4Oxs/P77PbGBkZ0b17d9zd3bG3t+f69esMHTqUPXv2aG2nlh8o3zvMg66OKb7dxZj0hMWm+u791NJco0OHDv+6vl69elqvBw4cyMCBA7/rPaRdnPiZVJfIdevWjenTp5MrVy5CQ0OTDKyYnDfabt26cf/+fbp27aosu3PnTrIdXySP77lxFy9enBkzZmgt27NnD7Vq1VJeHz9+nJo1a7Js2TLCw8MpV64c2bNn/+6LdXIqXLgwrVq14sKFC/+6nZ+fH40aNaJ79+5cu3aNSpUqsWjRImrWrMn58+cB9fxASRjm4fr166RLl44+ffrw999/U65cOV6/fq2aY4rvo+/NNYT41agukStevDglS5akSpUqSdYld2eHGjVqsGfPHubNm0eZMmUIDw9n3rx5LF68ONneQ/xvvvfGnTZt2iSjrj958kTrvOnXrx8TJ07kwoULREdHExcXR48ePThy5MgPL8/nWFpaEhwcTI8ePejZs+e/btu4cWMmTJigtPmbP38+FStWpEuXLnTq1AlQzw+U7x3mQVfHFEIIfaa6AYHHjBnD6tWryZMnD2nSpNH6l9w9VjNnzkybNm24efMmjRo1Yv78+YwePRp3d/fPbm9iYoK1tbXy70sDSIrks3v3bjZu3MilS5fYu3cvTZo0wcbGJsnjj+/RoUMHihUrRrNmzahUqRKDBw9m3LhxVKxYMRkj/3bjxo1j586dSXq+fY6JiQnv3r3TWvbu3TuteSBr1KjBmTNnmDdvHqGhoezdu5cWLVoke9zf63uHedDVMYUQQp+orkbOzs6OoKCgz85ll9wMDAw4c+aM0kPu/Pnz5M6dm9atW7NixYok23fv3j1JD0rxc33txv348WPSpEmjtSxNmjRKGzszMzMGDhxIy5YtleEDLl26RL58+ejSpcs3JVPJydXVlQIFCny2Bvpz9uzZQ+fOnTly5AhhYWFUrFiR2rVrY2hoqGyT8AMlKCiIiRMnUrhwYUaPHk10dPRnz+uf5XuHedDVMYUQQp+orkZu8+bNlCtX7qe816NHj5L0PLp69SoZM2b87PaTJk0iS5Ysyr98+fL9jDBFIgk37kePHn12/YkTJ6hQoYLWMicnJ06cOAGAsbExJiYmWr3SAGJjY5MMPv2jOTg4MGrUKDp27Mj79++/aZ8BAwZw8+ZNjh49ysOHDxk7dizLly/XKk/CfJAjRozg/PnzLFq0iMWLF9O6desfVJLPGzp0KGXKlMHR0ZHixYuzaNGiJMM8DBo0SNne2NiYfPnykS9fPkxMTLC3tydfvnzKwKvfckwhhPjdqK5G7saNGwwaNIhSpUpx6dKlJENNJOdcdseOHSN79uxay7Jly8bdu3c/u/2HDx/48OFDsr2/+LrvHfNp5syZbNq0ic6dO7Nz505cXV0pVKiQMuXbq1evOHToEEOHDuXdu3fcvXuXsmXL0qRJE62k4mcoVKgQadOmZe/evcoyIyMjypQpQ/v27bG3t0+ScEZERNCiRQtMTU2xs7MjPDwcf39/bt++rWzzpR8oLi4uP7ZAn/jeYR7Sp0+vVSPatWtXunbtyqFDh5RH6V87phBC/G5Ul8h5eHjw5s0bypQpQ5kyZbTWxcfHJ2siFxwczNatW+nRowfr16+nSJEitGzZ8qsNzsXP873JwIkTJ/D09MTPz4+BAwdy8+ZNWrRooYwhBx/byA0aNIiZM2eSMmVK7t27x8iRI5k/f/5PLduBAwcoW7as1rJp06Zx7do1Jk+enCSJS+z9+/eEh4djZGREnTp12LBhg7Lue3+g/CjfO8zD3bt3SZXq34e1+NoxhRDid6O6RO6/jBj+X4WEhNCyZUsGDRqEr68vd+7cwc/PjzVr1vy0GMS/+95kAGDjxo1s3Ljxi/s8fvxYq0enrrx+/VorwYSP0xg9e/ZMWf5pjWPRokWxt7fn/Pnz2Nvb07dvXwwMDJgyZYpyDPmBIoQQvw/VJXI/244dO9ixY4euwxDisz6tcTQ1NWXAgAFkzpyZN2/esGvXLry8vHj58qWyjfxAEUKI34cqErnhw4czevRooqKilJqHL/nZ7ZiE+Jk+rWH89PXhw4eTNDn4HPmBIsT3s7CwwNLS8rv3e/PmDVFRUT8gIvEl3zITTmKurq7MmTOHLVu2fHE4psDAQNq0acOAAQOYOXNmcof8w6gikcufPz9GRkbK/wshhBA/W5EiRf5T857Tp09z6NChHxCR+JxvnQkngaOjI8OGDePw4cNf3KZ27doUK1aM8PDw5Arzp1FFIle/fv3P/r8QQgjxPaw7LPrP+xob3QG+bV5nrf3y18A6t+d/es9Xs1v+p/1+V98zEw58HI5p5syZjBkzhtKlS2NjY5NkG3t7e8aMGUPDhg11Otbmf6WKRC6xKVOmMGDAgCTTL1lYWDBmzBh8fHx0FJkQQohf2cWY9ITF/nvP6c+Jijf+AdGIz0k8E863JHK9e/fm6dOnLF26lNKlSydZr9FoCAoKYurUqUmGbdIXqhsQ2N3dHTMzsyTLzczMaNKkiQ4iEkII8Tt4iwkR8Zbf/e8tJroO/beQMBPO19rSJyhZsiQeHh507979i9t069aNmJiYZB3a7GdTTY2ctbU18DE7trKy0hrp3sDAgKpVq/L06VNdhSeEEEIIHUmYCcfNze2bZsKxsrIiKCiI7t278+zZs89uU7BgQTw9PalUqVJyh/tTqSaRu3nzJvHx8cTHx3P8+PEk6+Pj4xk7dqwOIhNCCCGELn3vTDhZsmQhc+bMLFu2TFmWMA3jo0ePKFmyJKVKlSJNmjScPXtW65jDhw+nU6dOFC5c+CeU7H+nmkSuXr16aDQa1q9fT+vWrYmMjFTWffjwgXv37vHw4UMdRiiESC4yzIMQ4nt870w4165dS7K9n58fVlZW9O/fn/v377Nq1SqtaQEB1qxZw6pVq7QSQLVTTSKX0C24cOHC3Lt3T8fRCH0gyYD+0vdhHtq0aUObNm3IlCkTAKGhoQQEBLB79+7Pbm9kZET37t1xd3fH3t6e69evM3ToUPbs2aNsk3CDqV27NqlTp+b8+fMMGDCAkJCQn1ImIdTse2fCef/+fZLtX7x4AaAsj4yM1Ko0AoiOjubRo0dcv379RxUl2akmkUsgSZz4VvqeDOi733mYhwcPHjBs2DBu3ryJRqPB3d2dJUuW4OTk9Nmeb35+fjRq1Iju3btz7do1KlWqxKJFi6hZsybnz58HYNKkSeTOnRsvLy8ePnxIo0aNWLduHWXKlNHLsa2E+Nk+nQnnd6G6RE78Xn7nZOB3pu/DPGzfvl3r9ciRI2nTpg3FihX7bCLXuHFjJkyYwK5duwCYP38+FStWpEuXLnTq1AkzMzNcXFzw8PDgyJEjwMdhFqpXr06bNm0YNWrUjy+UEHrmazPhfMrb2/urx9SXdnGJSSIn9Ja+JwNfkypVKlKl+v7yRUREEBER8QMiSj5vMeFt/K8xZIOBgQH16tXDwsKCkydPfnYbExMT3r17p7Xs3bt3lCxZEvj46NXIyChJb7zE2wghxOdIIif0lj4kA/9LjWMlk1DsDV9/fcNPhMdase1Drv/0nlLj+O1y587Ntm3bMDMz482bN7Rs2fKLA4ru2bOHzp07c+TIEcLCwqhYsSK1a9fG0NAQ+Nj+5/jx4/Tq1YurV6/y+PFj3NzcKF68OGFhYT+zWEIIPSOJnBAqdeyDI7YGb797v8g48x8QjfjU9evXcXJyIkWKFNStW5fp06dTt27dzyZzAwYMYNKkSRw9epT4+Hhu3brF8uXLadasmbKNl5cXU6ZM4eLFi8TExHDu3DnWrVtHwYIFf2axhBB6RnWJXJo0aRg2bBgVKlQgderUaDQarfVp06bVUWRC/FyRWBIZ9/29csXPER0drdSWnT17lsKFC+Pp6UmvXr2SbBsREUGLFi0wNTXFzs6O8PBw/P39uX37trLNrVu3qFu3LhYWFlhbW/Po0SPmzJnDrVu3flaRhBB6SHWJ3LRp08iYMSOBgYE8evSI+Ph4XYckhBBfZWBggKmp6b9u8/79e8LDwzEyMqJOnTps2LAhyTZRUVFERUVhY2NDpUqVGDJkyA+KWAjxK1BdIleqVClq167NhQsXdB2KEEJ81qBBg9i1axf37t3DysqKhg0bUrZsWRo1agRoj2cFULRoUezt7Tl//jz29vb07dsXAwMDpkyZohzT2dkZjUbD9evXyZo1K0OGDOHatWt6NTCpEOLnU10id//+/SSPU4UQQk1Sp07NjBkzSJcuHS9fvuTSpUs0atSIffv2AUnHszI1NWXAgAFkzpyZN2/esGvXLry8vHj58qWyTYoUKRg0aBAODg5ERkayefNmRowYQUxMzM8unhBCj6gukRswYACDBw+mZ8+e3L17V9fhCCFEEt26dfvX9Z+OZ3X48GHKlCnzr/ts2LDhs49ahRDi36gukZs7dy7m5uacOnWKt2/fEh0drbU+e/bsOopMCCGEEGr0O0/ZqLpEzs/PT9chCCGEEEKP5M+f/z8Nnn3s2DGOHTv2AyL6eVSXyK1YsULXIQghhBDiJ/tfBlAP4wOP3kUnWV7V9Brmmhjexhux832OJOujChTAukCX//SeahlAXXWJHHzsxl+7dm3+/PNPAEJDQ9m6detvORmuEEIIIcSXqC6R++OPP1ixYgX29vZcv34d+Niw+MGDB7i7u8vgmEIIIYTQktPoCYWNw7+43lwTQ12zy0mWh0TbcyYmw48M7YdTXSI3evRobt26RfXq1Xn+/DkAtra2BAcHM3r0aJo2barbAIUQQgihKldi0nA3NuV37xcVb5z8wfxkBroO4FNlypRhyJAhShIHEBkZybBhw77aff9/1a1bNyIiIhg5cuQPfR8hhBBCJJ+3mBARb/nd/95iouvQ/2eqS+Q+fPiAlZVVkuWWlpZJhiJJToULF6ZVq1Yyo4QQQggh9IbqErkdO3YwceJEihYtqiwrVqwY48ePZ9u2bT/kPS0tLQkODqZHjx5aNYFCCCGEEGqmujZy/fr1Y8aMGWzbtk2pgTMyMmLbtm3079//h7znuHHj2LlzJ/v376dnz55f3M7ExERrUuzP1RwKIX5vv/PApEKIn091idzLly/x8PAga9as5MjxccyXq1evEhYW9kPez9XVlQIFClClSpWvbtu9e3f69u37Q+IQQqjH/zKeVXGjO+Qzfvzd+12ITsuJmEz/+X3VMqaVEOLnUl0il+DmzZvcvHnzh76Hg4MDo0aNws3Njffv3391+0mTJhEUFKS8trKykjZ1Qggt8T95PyHE700Vidzw4cMZPXo0UVFRDB8+/F+3HTRoULK9b6FChUibNi179+5VlhkZGVGmTBnat2+Pvb291iDEHz584MOHD8n2/kKIX8/FmPSExab67v1+hWEQhBA/nyoSufz582NkZKT8/89y4MABypYtq7Vs2rRpXLt2jcmTJ8tMEkKI7/YWE97G6/+QBkII/aCKRK5+/fqf/f8f7fXr14SGhmote/PmDc+ePUuyXAghhBBCbVQ3/MiUKVM+2xvUwsKCKVOm6CAiIYQQQgh1Ul0i5+7ujpmZWZLlZmZmNGnS5Ie/f7169fDz8/vh7yOEEEII8b9SxaNVAGtrawA0Gg1WVlZavUgNDAyoWrUqT58+1VV4QgghhBCqo5pE7ubNm8THxxMfH8/x48eTrI+Pj2fs2LE6iEwIIYQQQp1Uk8jVq1cPjUbD+vXrad26NZGRkcq6Dx8+cO/ePR4+fKjDCIUQQggh1EU1idzhw4eBj5PX37t3T8fRCCGEEEKon2oSuQSOjo44Ojp+cf2RI0d+YjRCCCGEEOqlukRu48aNSZbFx///5DVp06b9meEIIYQQQqiW6hK5rFmzar02NjamQIEC9O/fn5EjR+ooKiGEEEII9VFdIvfq1asky/bt28eHDx8YPnw4lStX1kFUQgghhBDqo7oBgb/kyZMnZM+eXddhCCGEEEKohupq5PLkyaP1WqPRkC5dOrp168aFCxd0FJUQQgghhPqoLpHbv38/8fHxaDQareUnT57Ex8dHR1EJIYQQQqiP6hK5woULa72Oi4sjIiJCa8ouIYQQQgihwkROBgMWQgghhPg2quvsMHr0aDw9PZMsb9++vQw/IoQQQgiRiOoSORcXF44dO5Zk+fHjx6lbt64OIhJCCCGEUCfVJXK2tra8fPkyyfJXr15hZ2eng4iEEEIIIdRJdYlcWFjYZwf9rVKlCrdv39ZBREIIIYQQ6qS6zg4zZsxg7NixpEqVioMHDwJQoUIFOnfujJ+fn46jE0IIIYRQD9UlcsuWLcPU1JSePXvi6+sLwJ07d+jduzcrV67UcXRCCCGEEOqhukQOYP78+cyfP59UqVLx7t073rx5o+uQhBBCCCFUR3Vt5AAMDQ2pWLEiderUUWZ4SJ8+PZaWljqOTAghhBBCPVRXI5cxY0ZWr15NhgwZMDU1Zd++fbx+/RofHx9MTEyUx61CCCGEEL871dXIjR49mjNnzpAtWzbevXunLP/777+pUKGCDiMTQgghhFAX1dXIlSpVipo1axIdHa21/M6dO9jb2+soKiGEEEII9VFdjZyBgQGGhoZJljs4OPD69WsdRCSEEEIIoU6qS+T27t1Lx44dldfx8fFYWlrSr18/du3alazv1b17d3bt2sXt27cJDQ1l8eLFZM+ePVnfQwghhBDiR1FdIjd48GBKlizJ4cOHMTU1ZdasWYSEhGBvb8/QoUOT9b3KlCnD3LlzqVatGm5ubhgZGbFmzRosLCyS9X2EEEIIIX4E1bWRe/DgARUqVMDV1ZW8efNiZWXFkiVLWLNmjVbnh+TQuHFjrdfe3t5cvXqVggULcuTIkWR9LyGEEEKI5Ka6RC5VqlRERESwZs0a1qxZo7Uud+7cXL58+Ye9d4oUKQCIjIz87HoTExNMTU2V11ZWVj8sFiGEEEKIr1Hdo9WDBw9StWrVJMu7dOnCzp07f9j7ajQaRo4cydGjRwkNDf3sNt27d+fWrVvKvwsXLvyweIQQQgghvkZ1iVxQUBALFiwgMDAQMzMz7O3t+euvv+jatatWJ4jkFhAQQO7cuenQocMXt5k0aRJZsmRR/uXLl++HxSOEEEII8TWqe7Q6depU9u3bR1BQEAcOHMDW1pZTp05RoUIFHj9+/EPec+zYsVSrVo06derw4MGDL2734cMHPnz48ENiEEIIIYT4XqqrkQMICwvj8uXLZMqUCWtra9avX/9Dk7jatWtTv3597ty580PeQwghhBDiR1BdIleiRAkOHDhA1qxZqVChAr6+vowZM4Y5c+ZgY2OTrO8VEBBAo0aN8PT05PXr16RNm5a0adNiZmaWrO8jhBBCCPEjqC6RW79+PevXr6d69epcvXqVJUuW4OTkRMaMGTl06FCyvlfbtm2xsbFh06ZNXL58Wfnn6uqarO8jhBBCCPEjqK6NXMOGDTl8+LDWslu3blGzZk169uyZrO+VKlWqZD2eEEIIIcTPpLoauU+TuATx8fGMHz/+J0cjhBBCCKFeqknkVqxYgbW1tfK6W7duygC9ALa2tl9M8oQQQgghfkeqSeQqVaqkNWtCjx49sLW1VV4bGRnJhPZCCCGEEImoJpHTaDT/+loIIYQQQmhTTSInhBBCCCG+j2oSufj4eOLj45MsE0IIIYQQn6ea4Uc0Gg3Tpk1TpsAyNTVl/PjxREVFAWBiYqLL8IQQQgghVEc1idyKFSu0Xq9evTrJNitXrvxZ4QghhBBCqJ5qErmuXbvqOgQhhBBCCL2imjZyQgghhBDi+0giJ4QQQgihpySRE0IIIYTQU5LICSGEEELoKUnkhBBCCCH0lCRyQgghhBB6ShI5IYQQQgg9JYmcEEIIIYSekkROCCGEEEJPSSInhBBCCKGnJJETQgghhNBTksgJIYQQQugpSeSEEEIIIfSUJHJCCCGEEHpKEjkhhBBCCD0liRzQrl07QkJCuH//Pjt27KBIkSK6DkkIIYQQ4qt++0Sufv36DB8+nICAACpVqsSFCxdYvXo1qVOn1nVoQgghhBD/6rdP5Dp37szixYtZtmwZV65coVevXrx9+5bmzZvrOjQhhBBCiH/1WydyxsbGFCxYkP379yvL4uPj2b9/P8WLF9dhZEIIIYQQX2ek6wB0KVWqVBgZGfH48WOt5Y8fPyZHjhxJtjcxMcHU1FR5bWVlpfXfH8XKVM8+Jmvrb970Vy4b/Nrlk7KpzK9cPikboIdlg1+7fN95P/he35pbaOzs7OJ/aCQqlj59ei5evEj16tU5efKkstzf35+yZctSrVo1re379OlD3759f3aYQgghhPhN5cuXj/Dw8C+u17P0N3lFREQQExND2rRptZanTZs2SS0dwKRJkwgKCtJaZmtrS2Rk5A+N80ewsrLiwoUL5MuXj9evX+s6nGT1K5cNfu3ySdn0169cvl+5bPBrl0/fy2ZlZfWvSRz85olcdHQ0Z8+epUKFCmzZsgUAjUZDhQoVmDNnTpLtP3z4wIcPH7SWvXr16qfE+qO8fv1a78vwJb9y2eDXLp+UTX/9yuX7lcsGv3b59LVs3xLzb53IAcyYMYPp06dz5swZTp8+TceOHbGwsGDZsmW6Dk0IIYQQ4l/99onc+vXrSZ06Nf369SNt2rRcuHCBxo0b8+TJE12HJoQQQgjxr377RA5gzpw5n32U+it7//49Y8eO5f3797oOJdn9ymWDX7t8Ujb99SuX71cuG/za5fuVy5bgt+61KoQQQgihz37rAYGFEEIIIfSZJHJCCCGEEHpKEjkhhBBCCD0liZwQQgghhJ6SRO4XotFodB2CEEIIIX4iSeR+ERqNhvj4jx2QK1euTM6cOTE0NNRxVOJbSAKuv37lz+5XLhtol8/6B09+/rP9yp/dr1y2/0rGkftFJCRxAwcOpFGjRgwbNowHDx7o5ZQkn+Pi4kLWrFkxNDRk06ZNXLt2TdchJYvECXjLli15+vQpe/bs4d27dzqOLHkYGBgQFxen6zB+iMSfXenSpbGwsODy5cuEh4cry/VZQhkaNGiAg4MDDx48YNOmTURHR+s4sv9d4s+uR48eZM2alXHjxnH37l0dR/a/S1y2evXq4eDggKmpKXv37uXs2bM6ju5/l1C2Jk2a8Oeff3Lz5k127drFo0ePdByZ7kgi9wvp1asXzZo1o3Xr1pw/f563b9/qOqRkMXjwYBo1asSZM2coV64cxYsXx8PDg9jYWF2H9j9LuCj5+/vTuHFjJk+ejJmZ2S+TyCUkcX5+flhbW/P27VuGDh2q46iSR8JnN3ToUNzc3LC2tubKlSusWbOGefPmERMTo+MI/3d+fn506tSJs2fPUrJkSapVq8aECRO4evWqrkP7n3z6vRs9evQvkaBC0rLt37+fbNmy4erqyvLlywkODtZxhP+7fv364eXlxfHjx/H29mbz5s3MnTuXw4cP6zo0nZBE7hdhY2NDxYoVGTt2LMePHyd9+vQUKFCARo0acfXqVdavX8/jx491HeZ369WrF02aNKFp06acO3eOXLlysWPHDtKnT8/9+/d1HV6y8PT0pGnTpri5uXHx4kVA+1e1vpsxYwalS5fm5MmTlC9fnlKlStG+fftf4vMrU6YMZcqUoU2bNkRGRuLt7Y2rqytWVlZMmTJFr5O5bNmyUaRIEVxcXDhz5gwFCxZk5cqVGBkZERAQwJUrV3Qd4v+kRo0aNG7cmGbNmik1VVZWVqROnZrIyEhevHih4wj/u7p169KgQQOlbG5ubkybNo179+7pOrT/We7cucmbNy9ubm6cPHmSAgUKMGnSJDp16oRGo+Gff/7RdYg/nSRyeurTG72hoSF2dnbY2dnh4uKCi4sLDg4OWFhYULhwYdKkScOoUaP0KjnIkycPxYsXp3fv3pw7dw6AFy9ecPXqVTp27IiBgQEhISGsXbtWx5F+n08/u3z58rFw4UIuXrxI5syZKVy4MJ6enly9epUdO3awZcsWHUb7/RI/TjUyMiImJoa6dety79497O3tWbVqFQsXLqRVq1Z6nczVrl2bqlWrcujQIU6cOAF8rMEaOHAg1apVIz4+nqlTp+plMte9e3dKly7Ny5cvldq3s2fP0rRpU5YtWwagd8ncp987Ozs7rl27xtmzZ8mbNy/Vq1fH3d0dY2Njdu/ezdixY/V2zm1HR0dCQkI4e/Ys9erVIzAwkP79+7N582bMzc3JlCmTXn12Cdq1a0f16tUBlPjPnTuHr68vgYGBeHp6Eh8f/9vVzElnBz2U+IJUqVIl7O3tefbsGX/99RetW7dm2rRp3L17lzFjxlCpUiVu3rxJypQp9SqJA7h//z6LFi3i6NGjwMdyr127FnNzcwwMDMiVKxfe3t64ubnpONJvZ2pqqnwOzs7OAKROnZrq1avj4eHB5MmTadasGTdu3ODPP/+kcePGmJqa6jLk75I4iStZsiQ1a9bE3Nyc6Oho4uPjefDgAY0aNcLMzIz58+eTIUMGHUf831hYWNCmTRvc3NzImTOnsvzNmzeMGDGC06dPU6VKFQYMGICBgf5dZkNDQ6lUqRIlSpTA3t5eWR4SEkLTpk0pVaoUo0aNwtHRUYdRfrssWbIo37vOnTtTuHBh7t27R9myZQkODmbFihXkyJGDqVOnEhQURM2aNbGzs9Nx1N/mc43/LS0tuXfvHsWKFWPKlCkMGzaMBQsWAB/bzVWvXh0LC4ufHOn/7sGDB+TPn5/8+fOTK1cuZfnp06fp1asXDg4O9OvXj/z58+swyp9P/64wQqtjw8SJE6lYsSImJiaMHz+exo0b4+zszPDhwzl06BAAtra2vH79Wpch/ycvXrxg586dPHv2DAB3d3cePXqEi4sLAwcOpGHDhsTExFCxYkUdR/ptatasqVxMR4wYQWBgICYmJvj4+PDmzRu8vb3Zv38/o0ePpmvXrixZsgQ7Ozu9SgQSkrglS5Ywf/58xowZQ61atcifP79SjvDwcNzc3DAzM2PLli3Y2trqMuT/JCoqik6dOvH333+TLVs2WrVqpax78+YNI0eO5Pbt29jY2Ki+s8fnEoFt27bh5uZGmjRp6NKlC2nTplXWnTlzhjZt2vDu3Tu9eFSXN29eTpw4Qb169Rg5ciQ9e/bk1atXHDhwgPbt2xMdHc3w4cMZOnQoixcvZs2aNTx69AgrKytdh/5ViX/UlylTRkk+Dx48SMeOHdm6dStdu3Zl/vz5AJibm9OgQQPs7e2JiorSWdzf4nPn5datW+nUqRMfPnygTZs25M6dW1kXEhKCn58ft27d4sKFCz8zVJ3T2NnZ6Vc1jQCgd+/etG3blpYtWxIaGpqkd6qNjQ3ZsmXD19cXR0dHnJyc9KJzQOHChbG1teX+/ftKr9uEWh5jY2Pi4+OJiYlRlk2fPp2XL1/Sv39/XYf+Vfnz52fTpk3cu3ePDBkyUKtWLS5fvgx8vGilTJmSyMhI4OOj8mXLlvHs2TO8vLx0GfY3SXxDcXd3x93dXenUEBgYiJmZGV27diUkJETZzsHBgbZt2zJixAidxf0tEpctffr0vHnzBmNjY549e0batGkZO3YsqVOnZsWKFSxdulTZz8zMjPfv36u6Jjxx2fLkyUPKlCm5c+cOkZGRvHnzhurVq7N48WIWLVr0xUeNam3PaW9vT3h4OAA+Pj707t2b2NhYatWqxaVLl5S4E64lBgYGmJqasmDBAiwsLKhbt64qy/U5fn5+VK1alYULF7Js2TLev39Ply5dGDBgAAMHDmTfvn2kSJECPz8/0qRJQ5UqVVR9P0h8ThUtWpQUKVLw/PlzQkNDefv2LTVq1GDMmDEcOHCAGTNmEBoa+q/H+NVJGzk9ZGtrS8WKFfH39+fEiROkTZuWP//8k4YNGxISEsK+ffvIkiULI0eO5NmzZzg7OxMbG6v6oSD8/f2pX78+FhYWPH/+nIcPH9KzZ09u3LiBRqPR6lUWFxeHg4MDuXLlYvHixTqM+tudP3+ePXv24OLiwsGDB7XaqMTHxxMZGYmVlRXVqlWjYcOGODg40Lx5cx1G/O0SLpidOnUib968bNu2jZCQEACqVavGnj17mDp1qlYy9+DBAyWJU/NFNyGu3r17U61aNWxsbHj58iUBAQFs376dvn37MnbsWNzd3YmPj1fakCX0PNaHsg0ePBgXFxdSp07NgwcPuHXrFr169WL79u20aNGCRYsWERsby8SJE3n48OFnj6EmU6ZMoVChQrRr145r167x8OFDzMzMiIuLI1euXFy6dEmJOy4uDhMTE9q2bUvt2rWxsLCgevXqxMfHq/qzS9C/f39atWpFy5YtuXTpEu/fvwdg4cKFmJqaMmTIEF6/fs2TJ094+vQpVatWVf39IHHPWxcXF6ytrXn27BmvX7+madOmbNu2jfj4eMaMGUNcXBzz5s1T2lF/eozfgf48sxEKExMTsmXLho2NDZUqVWLo0KGMGjWKChUq0KNHD+rVq8fx48fp378/7u7uxMTEYGhoqNovLYCbmxseHh54eXlRoUIFRowYwdu3b9m5cyeFChVSfjnDx55lWbJkYeXKldy5c0d5XKkPNm3ahJeXF7lz52bhwoWkSJFCa33KlCkpWbIkHz58wMnJSfns1Crx4w9TU1OlNi7xI4/Y2FicnZ15//49U6ZMoUSJEkmOo/aLrq+vL56enkyfPp0ZM2Zw9uxZFi9ejIeHB48fP6Z///48fvyYrl27Uq1aNa191V62Dh060KJFC3r27EmlSpWYPn06lpaWLF26lHTp0rF9+3aaNm1K27Zt9aY96rhx40iVKhVjx47F0dGRVatWkTdvXkaNGkVQUBDNmjVLss+lS5c4efIk1apVU753avvsnJ2dsbGxUV5ny5aNqlWr0q5dO44ePYqxsTH58+enb9++5MuXjwkTJuDk5ESrVq3o2LEjjRo10ov7AUCbNm3w8PCgc+fOVKlSBT8/P96/f8/OnTuxtbVl+/bt+Pr60rhxYypXrqzrcHVKHq2q3Jd+Efbt2xdPT0+MjIyYN28e+/btY//+/SxdupT79+/Tp0+frx5DTXx8fChWrBgtW7ZUljk6OjJkyBAqVapEtWrVuHbtGqampvj4+FCjRg3CwsJo3749oM4yGhoaKo8vUqZMyevXr5UejIULF2bFihUcP36czp07K4/GXV1d2bVrl/Jazb+aE8uQIQP379/HwsKCOXPm8McffzBy5Ei2bt2q/A0MDAw4f/48K1asYPjw4TqO+Ms+HccvRYoULF++nOXLl7NkyRLg4/nWo0cP+vfvT+3atZUhf9q2bavUEqhRyZIlOXbsmPLayMiIadOm8eDBA4YNG6YsL1euHAMGDODkyZMMGzaMmJgYihYtypkzZ1T9SA7+v6e0vb09e/bs4fr163Tv3p0bN24AH6+dPXv2xMfHh5UrVwIwcuRI1qxZo9Qiq/F717JlS4YPH46/vz9r167l1atXODg4sGPHDkaNGsW5c+fo0KEDRYsWBSBnzpw0btyYvXv3ah1HjdfK8uXLc/DgQa1lAQEBxMTEaDWbyZEjB9OmTeP27dt07txZOS9DQkJU93n9TFIjp2KJv3D58uWjVKlSZM+eHYCxY8fi5uZG1apVGTp0KPv37wc+3oQiIiK0jqO2L+3nmJiYUKRIEa3ap7t37zJ48GAOHz7M9OnTsbW15f3796xcuZLg4GDVJnGVK1fGzs5OueH16tWLefPmsWPHDurWrUvatGkJCQmhSZMmFC9enNmzZ1OhQgVWrlyJl5eXVscUfbg49ejRg/Hjx1OgQAGioqLo0KEDjx49wsfHh+rVqyufaVxcHHnz5lV1Erd27Vp69eqltczCwoJcuXLx4cMHZVl8fDwzZsxg37591K1bFyMjIx4+fMioUaOU9lZq06VLF/z9/YH/r0mNiYnB3NycP//8U2vbQ4cOcfbsWa3a01OnThEbG6v6GuKEH0vh4eFUrlyZ7NmzExgYSI4cOYCP187x48czbdo0AgIC2Lp1K5UqVdJ6NKfG792iRYtYtWoVXl5eNGzYEBsbGx4/fszmzZvp27cv27dvV3pNlytXjsOHD1OuXLkkx1HTtRI+DimS+EdEAhsbGwoUKKC17Nq1a2zfvp1s2bJhZmYGfDwv1fqd+1l+35LrgcS9U2fOnMnSpUsJDAxkxIgRaDQazpw5w9WrV7GysqJQoUIsXbqUtGnTEhgYqOPIv9/evXt58uQJnTp1Ur6g8HEIknnz5mFlZUXWrFkBuHPnDqtXrwbUl8R5eHgwf/58XF1dMTY2pmXLlnTq1Indu3crtR5t27bFwcGBM2fOUK9ePXLlysWIESNIkSIFtWrVUlV5vsWzZ8+wtrbGy8uLAgUK8ObNGzw8PIiKisLHx4dq1aolufmrdb7EoUOHEhAQAHys2QF4+PAh+/fvp379+lq9N9+9e8ebN29ImTJlkrHi1JgIrF27ljp16gDwxx9/AB8/h7Nnz2Jvb0/JkiW1PqeExMbc3FzrOGqukUv47pQsWZKMGTPy4MEDKleuTK5cuQgICFCSuXHjxtGnTx8yZszI9evXKV++vNJuTI0S4urduzcHDx6kS5cuNGjQAI1Gw8iRI2ndujV16tRhwIABbNu2DSMjI4yNjZXOHmq2bNky5dFo4h8Ue/fuxczMjLp162qdl9evX1c6piSmxu/cz6LOs1YoevToQbNmzejbty8FCxYkLCyMFi1aMHnyZOVmWLJkSYYPH46JiYlWxwY1+/RGnjB4ZYMGDahTp47Wl/TYsWPY2toqF+HE1Jb0LFmyhKVLl+Ll5UWTJk3InTs3Xl5eTJ8+HQ8PDxYuXEi9evVo3bo1GTJk4MqVK5QuXZoOHTpQq1Yt1beJ+9x5tXDhQhYsWECmTJno3LkzBQoU4PXr13h4ePDu3TtGjBhB3rx5tfZR2+cGH8/Jc+fO8eHDB7y9vVmwYIEyBMWuXbuws7PDy8uLlClTAh9rkW1tbfVmjseHDx8SFxdHtWrVOHbsGLVr1yY+Pp45c+ZgZGTEoEGDcHJywtramhQpUtCoUSPu37+vd/M1ly5dmvnz59OsWTNljtjKlSuTM2dOAgIClGRh/vz5dOjQga5du6q+3VjiGidfX1/27duHt7c3Hh4eaDQaQkJCCAkJwdzcnFy5crFo0SLMzc2VYUfUSqPR8PbtW+Li4qhYsSL//PMPrq6uAGzfvp2IiAjatGmDu7s7VlZWpEmThhYtWnDv3r0kT55+Z9JGTkUqVKjAgQMHlNc5c+Zk8uTJjB07lr179+Lk5MTChQvZtm0bhQoV4p9//qFXr17Ex8dTsmRJTpw4QVxcnFbbLDVKaMMCHzsumJiY8OzZM4yNjVm4cCH29vYsX76cOXPmEBcXR8aMGVmzZg1+fn7s3r1bx9F/WeK/e2BgIM7OzpiamtK9e3d27dqlbNejRw8aN27Mhg0bWLFiBbdu3VLWqa2G8UtcXV05ffo0t2/fVpY1btyY1q1bc/fuXSZOnEhoaCjW1ta0a9eOSZMm6S7Y72RgYECZMmVYvnw5mzZtwtvbm7i4OHr06EGtWrVIkSIFISEhZM2aFUtLSypUqKDq75upqanSk9Ha2hr4WPNYp04devXqxaZNm7C1tWX58uVYWFiQJk0aHjx4gJGREZUrV9bLmSkGDhxI9erVWb9+PcuXL+fBgwc4ODiwa9cuLl26xODBg7l06ZKuw/yqf7sejB8/nooVKzJ9+nTWrl3Ly5cvadSoEfXr18fKygo3NzetoZrUxtzcXJkPPGFQez8/P9q3b4+3tzfr1q0jbdq0BAQEkC1bNhwdHbl58yYAVatWJSYmRm+ulz+aJHIqUa9ePebMmUO3bt2U4QsAmjVrxo4dO8iePTtz585l9OjRLFmyhIULF1K9enV27dpFixYtlJNZrSe2hYUFFStWZOvWrcqyKVOmkDt3boyNjZk/fz4LFy7E2NiYCRMmkC9fPkxNTTl27BjlypXj6tWrqh6K43N/d39/f6U2burUqTx//lxZ161bN7p27aoMQqpPqlSpwsSJE1m/fj3BwcFa02y1atWKYcOGsXXrVubMmcPJkyd1GOm3KVOmjDJH4/Dhw7l79y6zZs2iVKlSLF++nB07dtCpUyfi4+MpX748ZcuWJWPGjNy/f59x48apeiiHqlWrkiVLFmbPns348eMpUaIE5cuXJ3PmzMqsKN26dWPTpk1YWlpStGhRsmfPTmRkJBs2bNCLH4YJjI2NtYYo6t+/Py4uLqxdu5Zly5YRHh6Og4MDZ8+eZc6cOaofezLxNaVChQqkTZuWhw8fEhoaytOnT4GPyVyFChWYMWMGS5cuxc7Ojrx587J3715Vf3ZOTk5UqFCBYcOGERAQQLFixahevTomJib06tWLLl260KlTJ9atW4e1tTX29vYULVqUp0+fsnv3blWXTRckkVORXr164evri6+vr9bAogCjR4/G2NiY/v37Ex0dzYABAyhevDihoaEMGDBAlclbYi1btmT8+PFKohoQEECpUqVYvHgx2bJlo23btkyYMIHRo0djYGBAhQoVqFy5MoaGhjx+/Fip0VFropog4fHojh07gI+fW/Xq1Zk+fTqrV6/m5cuXyraNGzdmzZo1qkwAEvtckpIwOfzhw4eZOXOmMsJ/ihQp2LFjh9IbUu1Dw6RLl44ZM2YAEBERgYuLC5UrV1ZqaxInc97e3lqJQgI131ACAwOpXr06165dI2/evNSvX18ZhDpTpkx07doVNzc3fHx82Lx5c5L91Zqgfqp169YYGxuzfPlyrc5CAwYMoHnz5sybN09J5lKnTs2zZ8/0olzwcYy/Jk2a8PDhQzJkyMC2bdtYsWKFMnVhYGAg5cuXZ9GiRcyZM0epfVXztXLgwIFUrVqVqKgosmXLRu3atbl27Rrw8SlNQjLXsWNH/vrrryT768t5+bPIgMAqMn78eAwMDJgwYQKAVjLn6OiIqakp0dHRaDQasmfPzl9//cWiRYsAdX9p4WND67Rp0zJp0iRlMFgvLy9lKpWzZ88q5R49ejT79u1j3759WsdQYxkTx1SgQAH8/f25du0ar1694siRI/Tv3x8jIyNldobEydyqVasAdV+UEsc2bNgw7t27x6xZs5g2bRoADRo0ACAoKIgHDx5gb2/PoUOH2LFjh5LMqtmjR48YO3YswcHBlCtXjh49eihJnEaj4ejRo8pE8ZMmTaJfv35J2oypNYmDj+2p8ufPT/ny5Zk8ebLWINR37txh6tSpxMfHM3HiRIyMjFi/fr3W/mo9Lz9VoUIFChYsSFRUFBs2bFCSuVGjRpE7d248PDywtrZm+vTpyuwUav3eZc6cWWmy0KVLFxo1akTr1q05ceIEvr6+dO/enZQpU2JoaMg///yDr68vc+bMoWjRokyfPl05jtqulYmNGDGCwoULU6FCBRYvXszdu3eVda9fv2b8+PEATJ8+HVNTU1asWKG1vxo/N12SRE7HPk1OAgIC0Gg0SZK5PXv20KJFCzZs2ICxsTE2NjbK8Bug7i8tfJybMjAwEENDQyZPnsybN2+0ErWEx8mBgYHExsYybty4JMdQYxkTYurXrx+pU6cGPg4/YmJigrGxMQcOHKB3796MGzcOT09PLCwsmDdvHm/evFGOoeaLUkJsixYt4o8//iA4OJiUKVPy/PlzJZmrV68e+fPn59ChQ7i5uXH06FG9SOISvH79mvv37xMeHk7dunW5e/cuBw8eVAahPnr0KM2aNWPTpk2EhYXpTa/whHPw5s2b3Llzh7p16/Lo0SNWrlyp/Ji4c+cO06ZNw87OjubNmydJ5PRF27ZtmTx5Mj4+PhgYGLB+/Xol4b516xbZsmUjVapUWlOMqfF716pVK5o1a0arVq2IiYkhf/78jB49mhMnTlCrVi28vLyUXp7e3t7Ex8dz+PBh2rdvr9qe4J8yNjbGxMSEixcvEhYWRsGCBfH19SU4OJinT5+i0WiUZC5FihR4eHgkSeSENnm0qkOJk7hGjRphZGTEypUriYuLw9fXl969e9OrVy+WLFmCra0t9evXp0iRIkRFRTFgwABVt81J0KBBA3LkyIGtrS2DBw/GxMSEli1b4u/vz6BBg5g1a5bW9s2aNWPy5Mm0bt2av//+W0dRfx9PT09lFo3w8HDy5MmDn58fYWFhzJo1i0OHDgEQHByMsbEx7dq103HE38fPz4+6detSo0YNZS5YW1tb5f9r1KhB/fr1yZQpE+fOnaNfv366DPerPv3xlPC6QoUKeHl5YWxszKRJk5TPLUGePHm4cuWKqmvgEpft00e+gYGBODk5ERwczKpVq5Rkztramrdv3xIbG6vKH0uJJS6fjY0NBgYGvHjxQrkGTps2jeLFizNjxgy2bdvGo0ePCA4OZsmSJUk+T7VJaH7SqlUrtmzZgqGhIcWKFePq1as4OjqycOFCgoKCmDVrFp07d6Z3796EhIQwfPhwZSBjNT61gH8/LwcNGoSzszN79uxRkjn4+Oj//v37qv6+qYXUyOlQwok9ZMgQXF1dmT59OunTp+fBgwfKr/7x48ej0WhYvHgx8+fP1+pOrua2OfDxC1qtWjU2bdrEnj17+PDhAx8+fGDhwoWYm5szcuRIXr9+rdW5Y9myZYSFhXHkyBEdRv5lzZo104oXoFixYmzdulUZMf/OnTu8e/eOqVOn4uPjA3wcYLVTp06qHxbmU8bGxjg6OrJ8+XIiIyMpUaIEZcqUoUOHDoSFhTF9+nS2bt3Ktm3bsLCwICoqClDvDQX+/3tXv359UqRIwevXr1m3bh0HDhzA1NSUtm3b4u3tjYGBAQcOHGDJkiVs27ZNmdVBzd+7hLK1a9eOUqVKcevWLQ4fPszevXvx9fUlMDCQDh06YGJiwvbt25XrS7169QB1f26J/+69evWiXLly5MmTh+XLl7N//3727t2Lt7c3EyZMoH379nTq1Im3b99ibm5O586dAfWWz8PDg3HjxtGyZUulQ1hsbCwXLlzgzZs3tGrViqtXrypNaWJiYjh79ixXrlzhzJkzynHUWDbQnou5XLlyPHz4kAMHDrBx40aGDx9OfHw8Tk5OmJiYsGzZMkaPHg2gDEUi/p0kcjrWtGlTGjduTIsWLTh16pTWuoRkbuzYsZibmyepvVLrzQQ+DrHh4eGBu7s7Z8+e1ao1fPPmDTNmzECj0TB58mQAreQoIYlT20U3Yfqb5cuXa/USfvfunTKsQ0LM+/btIygoiH79+vHixQs+fPjA8ePHiYuLU125Evs0tujoaGJjY/H29sbGxgYnJyfCwsIYO3YsDRs2pHPnzmzfvp24uDgliQP13lASDBs2jKZNm/L06VMsLCxwdXWlRYsW7Ny5E/hYOzJlyhSeP39OihQpaN26tbKvmr938DHJ8fLyYseOHdSoUYMyZcqQKVMmFi5ciK+vL6NGjaJVq1a0bduWZ8+eUbt2bWVfNX5uBQsW5OzZs8rffcCAAbRq1YqBAwcSFxeHp6cnxYoVw9LSks2bN9OzZ0/c3NxwdHRUesEnjMOmxqcXTk5OTJw4kS5dumj16p83bx6bN29m3bp1WFhYYGVlhaOjI9euXaN8+fKsWrVKuW6q9ZqSOK6ePXvi5eXFxo0byZ49O+XLl8fBwYHg4GBGjBjB+/fvqVGjBvXq1SM8PBwXFxcdR68/JJHTsSJFirBjxw6tJC7xyR8YGIiNjQ0uLi5JEjm1ypw5M3Xq1MHf31+p8v/U27dvld6CkyZNUuboTExtF6YVK1Ywd+5c4uPjKVWqFEePHiU+Pp7jx48zYcIEKlasqEyVBvDq1SuOHj1KtmzZqF+/PsePHwfUV64EiW90KVOm5P3797x9+5Y+ffoQExNDsWLFmDx5MiEhIdy+fZuXL1/StGlTLC0t9WrQWDs7O3LmzImLiwvPnj2jUKFCTJgwgbVr1+Lm5sbOnTuJiIjgzz//JEOGDEyaNEmZmkrtSVyhQoVIlSoVLVq04MiRI+TMmZOOHTvSsmVLNBoNCxYsYMCAAZQuXRpjY2MOHTqk6qEcNm7cyIULFzh//jxxcXE4OztTt25dmjdvzsmTJylVqhQFChTg0qVLdOnShQ8fPrBjxw7Wrl2rdRy1JnHwcSqxhIR68+bNREVFMWfOHAoWLMjgwYMBOHnyJK6ursyZMwczMzNiY2OVeWJBvdeUxB3BjIyMaNWqFYcPHyZTpky0aNGCLl26oNFoCAoKUqZLs7S01JsxUdVC2sjp2Ny5c4mOjqZTp05ay42NjSlbtiwHDhxQ7QXoS0qVKsXSpUupUaOG0qX8cxK+pMOGDSNVqlR06dLlJ0b531WsWJFx48axfv165RHApEmTcHV1xcvLizNnzvDy5UuCg4PZsGEDhoaGTJ06laJFi3Lnzh0dR/91EyZMoGjRojx58oTdu3cTFBQEaE8mnypVKjZs2MCBAwcYMGCALsP9Lp6enjRq1Ig7d+7g4+PDmzdvMDQ0pHz58kyfPp3Lly/TsGHDJPupORFIULt2bXr37o1Go6Fp06Y8ePAA+DjtUceOHSlUqBALFy5UHs8lUGvZPD096dq1K0WKFCE6OhpjY2OyZMmCi4sLEyZMoEqVKgQFBeHv709oaCjLly9X2qWuW7dO1+F/l5w5c7Ju3TpCQkKIj48nc+bMNG3aVGuMxoR5Y83MzJg2bZpetJEGqFSpEtOmTePt27e4u7sr94QMGTLQqlUr3N3dmT59OjNnztTaTx/Kphb61WDnFxQWFkbFihXJkCGD1nJbW1uaNWtG6dKldRTZf2dhYfHVtmD58+dn1KhRGBkZMWLECL1J4gAuXrzIrl27qFChAn369AGge/fuLF++nODgYDZt2sT+/fuVIWKuX7/OzZs3lfGd1CbxZzVs2DBKlSrFokWLePToES1btlR6EL9794706dPToUMH1q5dy61bt/QqiTMyMuLdu3fY2dmRJ08epedwbGwsBw8epHPnzuTIkeOzs4foww3l5cuXPHjwgCxZsmhNdn/16lVmzpxJSEgIvr6+VK9eXWs/tZbN2tqa27dvEx0dzfDhw/Hw8CAsLIzZs2djZmZGx44dCQ4OZtmyZZw+fZrQ0FBsbW0pWrSorkP/LhqNhitXruDm5kaOHDmoUaMGnTt3VpK4hO/n7t27mTlzJpMnT9abJA4+zsW8Y8cO0qVLp/XZ3L9/nwULFrBs2TKGDRtG3bp1tfbTh7KphSRyOjZ27Fju3bvHypUryZMnD+nSpSN9+vRMnTqVjBkzqrbR/7+JjIzEysqKMmXKfHGbEiVKEBMTQ0xMDB8+fPiJ0X2fT7v0m5iY8PTpUwICAjh27BjVqlXD19cX+DgEiYeHB8OGDWPUqFGUKVOGmJgY6tevz6tXr5TaLDVJfDOoU6cO7969o3PnzsydO5f+/fszd+5cKleuzJgxY5Tt06ZNy549e/Dw8ACS/o3U4tO4YmJi+OuvvxgzZgz29vbK8Cnw/8lc7969CQ8PV22ZEnwuvoMHDzJ27FgOHTpEhw4dqFGjhrLu6tWrzJ07l9mzZyvtANVu8+bNFC5cmF27dtGpUyeOHj1KTEwMr169wsTEhEyZMimzpaRIkYLw8HDGjBnDwIEDdRv4N0pI0BIeP4aGhtKyZUvCw8MZMGAAdnZ2wJcTGjUmOp87L8+cOcPUqVPZsGEDvXr10urA8ODBA5YuXUrv3r0/OyC1+DbyaPUHS9zeLV26dJ+dYNvR0ZGpU6eSO3duPnz4wNOnT4mNjaVGjRp6O59cUFAQderUwd3dnX/++UdrXdq0aZk7dy7btm3TGsBSbRL/3du1a0e+fPnIli0bK1asYMOGDWg0Gnr37k3p0qXZtWtXkrHvcuTIgbe3N7Vq1aJevXqqmdvRwsKCRYsW0aJFC2Wuwzp16hAYGEhcXBw1atRQHgHb2NjQqFEjPD092bFjBwMHDtSaK1et52biuIoVK0aaNGl4+PAhN27c4OXLlzRp0gR/f3927txJt27dPrufPpStYcOGODg44OjoyMyZM7l+/ToFChSgV69epEyZkhkzZrB9+/Ykx1B7bU5CGZctW0bVqlX5+++/adeundJeKk2aNEyePJno6GiOHDlCpUqVsLKyonbt2sTHx6v2s0uQ8PfPnz8/Q4cOpXHjxsp3KleuXKxZs4bz58/TuXNnZZgftUv8N2/WrBmOjo788ccfzJkzh/Pnz5MuXTp69OhBqVKlGDt27GfHLFT7ealWUiP3gyWc2IMGDWLIkCGkSJEiyTZ3796lfv36+Pj44O/vT0BAANWqVSMmJgZDQ0NVX5C+JOHLu2LFCho3boyDgwMpU6bEycmJdevWERkZqeokDv7/s/P396dHjx5ERESwe/duJk+ezMCBA3n9+jWTJk3iyJEjODs7M2zYMGVfCwsLMmTIQIoUKVSVxAHkzp2bCxcuKEkcwOXLl1m0aBGWlpY0a9ZMWf7ixQtWr17NzJkzadWqldYNB9TfyHrw4MHMmjWLvn37MmPGDGbOnEnhwoVZu3YtQ4YMoXLlysr0b4n3+/T/1STxsEX+/v7kyZOHzJkzs3v3blq1asW5c+eYNm0akZGRdOrUSRlaJDG13yzj4+OVAXx79+5NlSpVGD9+PClTpgTgyZMnLF68GGNjY5o1a0ZcXBx169bVqyQuV65crFixgjt37mh9p0JDQ3FzcyNPnjysXLlS6RGvdomvl35+ftja2mJlZcXChQvp2rUrd+7cYfbs2Rw+fBhfX1+aNm2a5BhqPy/VSnqt/gTlypWjatWq+Pj4aM21mSDhwvPpL2cDAwO97bFz6tQp/P396dixI9OnTyciIgIjIyMePHjAmTNn8Pb2BtRb65GgVKlS1K1blxYtWhASEkL+/PkZOHAgp0+fBj4+Rp44cSJDhgzRuuBGRUVx8OBBjh49qrpHqqdOnVJ6Sffv35/g4GBu3LjBwoUL0Wg0uLq68u7dOyXBefHiBevWreP69etavXLVrnXr1jRp0oS2bdty7Ngx/Pz88PT0JGXKlMTExLBp0ybi4+OZMWMGt2/fZuLEiboO+Zu5uLjg5uZGkyZNuHTpkjKWYUREBAAnTpxg2rRpDBo0iDJlyrBhwwYdR/x1n14LIiIi6NGjB3Fxcdy6dYulS5ei0WgYNmwYERERbN26lX/++Yf4+Hil17TaezkmJHG5c+dm/fr1rFy5ksGDB2NgYMD06dPx8fEhOjqaK1eu0Lx5c/r166c1d6zaVatWDVdXVxo3bszFixcpVaoUmzZtUjo4XLp0iZkzZ2Jra4uTkxPLly/XccS/BknkfrDGjRtTpEgRDh8+zJkzZz5bdfylREbtv06+loSdOHGCEydOsGDBAjJkyEBsbCzXrl3j7Nmz37S/Gpibm3P37l1CQkKoX78+kydPpk+fPqxevRpra2ty5MjB6dOnGTRokHIzSShXbGys6m4qLi4unD9/Xpm2yM3NjRo1auDi4sL9+/dZvHgx8fHxuLu7ExcXx5QpU4CPCWtCEqf2zy0hviJFirBs2TKOHTtGrVq1aN++PYMHD2bv3r2Ym5tjZGTExo0befr0qeoT1E//5qlTp+aff/7h0qVLuLm5MX78ePr06cPmzZuxtrbG3NyckydP0r9/fy5fvqzDyL9N4vK1bt2abNmykSlTJlauXMnp06fZt28f7u7uyhiOw4YN49mzZ1o/jDUajeq+b4l9msStWrWKwYMHo9Fo2LZtGwYGBhgbGxMdHQ3AhQsXtNqhqvE792lcdnZ2XL58mYsXL2qdlxs2bMDKygoHBweuXr3KsGHDlPlkxf9OHq3+YG5ubkr7KhMTE9UnZ98iT548WFhYfPOF5dChQ6xcuZI1a9YoSRyo99FVYmZmZtjb29O4cWMmTJjAkCFDlNk1ypYtS7du3ciQIUOSJE6Nxo4dy9SpU5Uawps3b+Lt7U1UVBSbNm3CxsaGO3fusGTJEjZs2EDTpk3x8/NLchy1li+BmZkZ8DEJDwkJoVSpUgQFBTFkyBAWLlyIoaEhjRo1wtnZmffv37N3715lwFi1Svib29raAmBvb4+NjQ2lSpVi/PjxDB06VDkv3dzc6Nq1KyYmJly6dEl53KhmiR/L9e3bl9evX/PmzRuGDBmCr68vFhYWHDx4kCZNmuDq6sqECROSPHJU83mp0WiUJG7dunWsWrWKQYMGodFo2LVrF5GRkdSvX19rUO3E1Fq2hLgyZcoEfEzkjI2NKV68OOPHj2fYsGHKeVmrVi1atGiBtbU1t27d0ovzUl+o98qlhz53UjZp0oRly5aRLVs2mjZtioWFhQ4iSz5dunRh9+7dbN26VRnXKLFf4YvZrFkzpSHu3r17uXnzJtOnT2f69OnKRcnU1BQPDw/evXunNdaTWi+4I0aMwNXVlTp16vDw4UPgY6zHjh1j2LBhvHv3jo0bNyrJ3NKlS9m3bx9GRuqvtC9fvrzy/7169cLd3R2Ae/fuERwczOrVq+nZsycLFy4EPg5r4erqSpYsWbSOo8YfWRUrVqRDhw4AjBs3jkGDBgGwdu1aHB0d2bRpE/7+/sp5aWZmRtWqVTE3N9fqDa7W8zKxihUr4uLigru7O2PHjmXlypVkypSJw4cPExUVhYGBAf/88w9t27YlZcqUevXIMT4+nmzZsrF582bWrl2rlcRFRETQrl07vSpP5cqV6dWrFwCjR49WhiH666+/+OOPP9iyZQsDBgxg3rx5wMfrZf369bG2ttYaPFwfzkt9oP6rtJ5IXBOTN29e4uPjMTMz4/Tp03Tr1o3Zs2fj6enJ27dv2bRpk1ZDc32RkKStXLmSsLAwvLy8sLCwYM+ePaxYsYJ79+79El/MV69eYWRkRM2aNdm6dSsrV64kZcqUVKxYkXPnzmFnZ4ebmxv29vY4OTkB6q6J8/f3p2nTptSpU0d5zKbRaKhTpw6bNm3iyJEj+Pv7M2TIEDZs2EC9evW4c+cOAQEBPHv2TMfR/7t06dIRGBjIs2fPCAkJoVWrVlStWhX4OLBx1qxZKVmyJPv378fa2hpLS0smT56MhYWF6jvbWFpa0qhRI/7880+qVq1KiRIllDHg7t+/z4YNG6hfvz5Zs2YlXbp0ZM2alW7dupE+fXpatmyp4+j/Xbt27Th58qRWDX2KFCl49OgRZ8+epX79+kyaNIn+/fsrU1Tlz5+fs2fPsnv3bmWsP7V+7z4Xl5OTE1OnTmXSpEloNBplBpG2bdvqVRJnbm5O6dKlqVevHuXLl6dQoULKefn06VMmT56Mt7c3JUqU4OjRo2TKlAkvLy/s7e1p0aKFjqP/NcnwI8lswIAB1KxZExMTE8zNzfn777/p378/8LEnZ65cuZg8eTJ///33F6vR1ax48eIsWrQIFxcXnj59Srly5fD29ubdu3dcv36dyZMnExERoZdlS5kyJc+fP8fGxoYpU6ZgaGiotFFJqM2qXLkyFy9e5P79+3Tu3JmYmBhVd5nv0aMHAwYMoH79+sowMIaGhhw4cICHDx/i7u6utMkpWbIkQ4YMIXPmzBQrVkwvPkMDAwOKFCnCmjVrMDAwoE6dOpw7d04ZIqV48eIMGTKEPHny8OjRI16/fk1sbCy1a9dW9WeXkAikSZOGVatWkS9fPiZNmsTIkSOVbdKmTUuLFi1o3Lgx9vb23Lhxg8ePH9O8eXNVl6106dIEBwezb98+goODlR8XTZs2pVGjRkycOJHFixczbNgwpUbHxcWF0qVLM3HiRJ48eaLL8L8qcRJXvXp1Hjx4wPnz57XW7927lydPntCmTRu9SuISypYyZUpWrlxJkSJFmDNnjnKPg4+PV2vWrEm3bt2ws7Pj7t273L9/n9atW6v6vNRnksglIx8fH7y9vWnevDkXL16kd+/eeHt7U61aNWXO0dmzZ1OhQgW8vLzYs2ePjiP+dokvTv7+/qRNmxY/Pz+eP39O4cKF2b59O48fP+bt27ecOnWKbdu2fXacILXq2bMnTZo0oVevXhw6dAgHBwcOHjxIUFAQgYGBynYODg48efJESX7U3kuuWrVqLF26lGnTpjF69Gg+fPjA7t27efToER07duTVq1dan23ZsmUpW7ZskjHx1CZxzDlz5mTRokUYGRlx7949GjZsqHw+Cds2aNAAExMTnj17xs6dO1U9j2PiG52TkxPVqlUjQ4YMpEqVivXr12vNSWxkZISRkRH58uXj0aNHSq24WsuWoGHDhnh5eXHhwgVmz57NhQsXSJEiBf/88w/p06fHy8uLNWvWAB8fyy1YsIBnz57p1QwwgwcPplatWixcuJClS5fy6tUr4uPjady4MeXKlcPPz0+v5ig2NTVVZqcpV64cxYsXx9HRkRIlSvDXX38xfvx4re0NDAz4888/ef78udKcQ+3npb6SRC6ZGBgYMGvWLHbs2MGqVauoXbs2U6ZMYdiwYSxcuBALCwulhqN///6MHTtWL36VlCxZkqtXrxIZGancYGrUqEHv3r2pVq0atra2HDhwgG3bttGzZ0+aN29OzZo1efXqFV5eXroO/5vNnDmTBg0acP/+fZYtW8bBgwdJmzYtXbt2ZdiwYRw4cABQ76Ocz0mItUaNGixevJi5c+dSvHhxnj59Stu2bZUpqgCsrKzIlCmT1nh3ai1rwrR1R44cYeLEibx7947Ro0eTJ08eAgICePHiBfXr19cam+vTG4haawXq1q1LhgwZCAoKYtiwYRQsWJCmTZtiY2ND3759lcFiEydztra2WoPGqvVzA7R6ZbZp04amTZsSGhrKjBkzCA0NpXr16kyYMIFjx44xa9Ys7OzsaN26NenTp8fZ2VlvkoBevXrRsWNHmjVrxtmzZ7V+WID+JTT16tUjX758jBw5khEjRlC9enWcnZ0xNTXF09OTunXrsmbNGq1kLkuWLNy6dUt5rebzUt9JIpdMLC0tOXLkCL179+b169csW7YMf39/FixYgJGREb179+bIkSPs27dP2UetN5ME5cuXZ9KkSaxevZqgoCBevHihrFu9ejXGxsb8+eef7N27lz59+iiJgaWlpVaSoA/SpUtHv379MDExITIykqxZs2JiYsKLFy+4efMmY8eO1UoM9E3NmjVZtGgRERER1KhRQ+sCa2Njw7Zt21i3bh0BAQG6C/IbWFtbs3v3bsLCwnjx4gVVqlShbt26XLhwAUNDQ8qXL8+wYcN4/vw5DRo0ICYmhgkTJnDixAm9GLPKy8uLYcOGcfDgQYoWLUrNmjWV5DpTpkz06NGDP//8k82bNxMcHKzMADBkyBDdBv6dunfvTvr06alVqxbp06dn7dq1TJgwgWvXrlGpUiWGDx+OtbU1T5484fbt23h6eqr6sVziJCV16tQsXLiQoKAgNm/ejIODA1mzZqVRo0ZcvHiR+fPnJ0ns1M7Dw4OJEydy4sQJcuXKRa1atQgNDQU+9qBu1aoVLi4ubNq0iYCAAFasWMHNmzfp27evjiP/PUgi9x986ZfFkCFDyJkzJ2XLlmXAgAEsWbIE+NiWZerUqWzevJnFixf/7HD/J8OGDaN06dLs2LGD2bNnK3MbOjs7M3fuXDZt2kTv3r1VPV/ql/Ts2ZMPHz6wbds2rl+/TpcuXUiXLh2LFi0iRYoUjB07lkKFCgEfe9SpaXaG/8LZ2ZlVq1Yxa9YsJk+ezOPHj0mRIgV///03T58+1ZoDUc1SpUrFgQMHSJUqFT179mTZsmXKusTJnK2tLWFhYWTKlImiRYvqTQ3I7t27yZ8/P9OnT2fo0KFa6zJlykSXLl2oWrUq8fHxREVF4ezsrFc/Mrp06YKvry9t2rQhIiKCcuXK0bp1a06cOMGkSZO4fv06hoaGZM6cmefPnysdbvShFsvBwYFnz57x999/c/r0adauXYunpyeOjo48f/4cJycnRowYweTJk3Ud6ndbs2YNFSpUYNGiRfTt21frs7C3t6dp06Z4enry5s0b3rx5Q6VKlfTqvNRn0mv1OyVO4uzt7TEwMFCGnzh27BiNGjXi8OHDSvu31KlTM3nyZKysrFi6dKnO4v5eCRfNwYMH07dvX2rUqEF8fDyzZ8/mxYsXXLp0ifDwcCIjI/UyiQOIjo6mVatWlCpVio0bNzJ//nx27NhBeHg4QUFBVK9enR49epA7d27l16c+27t3Ly1btmTRokVER0ezePFiFi5cSHh4OI0aNQLU//jDyMgIW1tbHj9+zJs3b6hVqxa3b99WOnLExsZy4MAB2rVrR7NmzYiNjcXV1ZXY2FjV1uYkSPjbh4SEcPToUbp06cKjR48IDg4GPtbg37lzh8DAQNauXUvWrFlZtWqVqtv7fcrQ0JBy5copw9sAnD9/nhcvXuDv74+BgQHTpk3j0qVL3Lx5U9lPrYP9Vq5cmSJFihAQEMDo0aOxs7Ojd+/erFy5kubNm9OsWTNmzZrFggULOHDgAAEBAWTLlk3XYX+XhI5DFy5c4Pjx4/Tu3ZuIiAhmzJihPKUJDw9n9uzZbNmyhdy5c7Nhwwa9Oi/1ndTI/Ud+fn64urpiaWnJgwcPmDJlChs2bKBZs2Z0796dd+/e8eLFC0xMTDAyMqJ69eqqfjTwOYkbt16/fp1nz56xevVq5s6dy7Nnz2jQoAGjR4+madOmypRV+qZQoULUrl2b1q1bs3r1am7fvo2Pjw/t2rXj6NGjWtv+KhelGjVqsGjRIjQaDTt27KB58+aAepO4L8Xl4ODAqlWruHfvHlOmTOHw4cNfPIZav3fFixfnypUrxMbGJmmO4OXlxdChQxk0aBAzZ85UlhcoUIBz584pr9Vati+ZP38+kZGR9OzZUyv2MWPG0LBhQw4dOsSwYcO0Ejk1Mjc3p2fPntSvX58HDx5QsGBBqlevzpUrV7CwsMDCwoKUKVNy/fp1ZZ+NGzdy9OhRRo0apcPIv6506dI8efKER48eJemQkfCYdfz48cyYMUOZXaNYsWKcPHlS2U7fzkt9JjVy3yjxzaRJkya0bNkSPz8/Hj9+TOvWrenduzf29vbKvJW5cuXC0dGRa9eusXr1ar34ddK9e3fi4+OZPHkyBgYGvH//HhMTEzZt2sSpU6e4ceMGNWrUQKPRMGvWLA4dOkR8fDzZs2dXdSJXsWJFNBqNVvvEBGfOnCE0NJS//vqL4OBgChYsiIWFhTKHZeIpgNT62X3pgvml5du2bVPatHTu3BnQjyQuR44cpEyZkkuXLhEbG8uDBw9o06YN8+bNo0uXLhgbG7N//342bdrE/v37tXobq/GGUqFCBdauXcvKlSsxMjJi1qxZnD17VjnPgoKCgI/NG0xNTdm8eTNDhw7FyMhIa8JxNZbt31y4cIHOnTsTFBSkzMEJ8OTJE8LCwnj06BFhYWE6jPDbvH37lilTplCuXDnKlCnD3LlzuXLlCgDv378nKiqKp0+fYm5uTt68eenduzc2NjaMHTtWx5H/u2LFirFx40ZWrlyJo6MjI0aM4ObNm8o8vkuWLEGj0TBhwgSMjY35+++/6dmzJ+nTp6dKlSrKcfTtvNRnUiP3nWrVqkXq1KkBWLRokbI8oSePl5eX1q+SBPrw66RXr17069ePgQMHMnPmTGXk8WfPntG4cWPi4+Px9/enfPnybN26lQkTJlChQgXVzlOp0WiwsrLiyJEjrFmz5qsNws3NzWnTpg2tWrXi/v37NGjQ4OcE+h+YmZlhZGSkNQaVv78/dnZ2xMfHa839+qlPkza1JnGJDRgwgHr16mFnZ8e9e/dYvnw5f/31F0+ePCFHjhwEBwdjaGiIqakpsbGxODs7q75BecJ0TQsWLCAuLo727duzYcMGLl68qMxCAeDp6cnIkSO5du0a0dHRVK5cWe/bHq1atYocOXLQunVr7t69y6tXr5g7dy5///03K1euBPTjvLS1tcXX1xczMzNKlSrFX3/9pfyASHgkWbt2bVxcXEidOjXu7u6qfzKTO3dutm/fztChQ7G0tMTd3Z3Q0FCOHTvG3LlziYuLIy4uDg8PDwYPHszTp0+JioqiRo0aen9e6itJ5L5DhgwZOHr0KGZmZowbN46AgACtWradO3dy69YtZUodfZH4gtmxY0eGDx/O4MGDcXV15fnz50mmj/H396dx48b07NmT7du3JzmG2nTp0gVvb2/q1avH1atXP7tNwoVVo9GQIUMG7t+/r9ryAMyaNYvy5ctTokQJXr16xbx588iXLx+nT5+mYMGCyqwACTUE+qxXr160bdsWHx8fdu/ezZIlS8iTJ4/ymP/x48dkypSJihUrYm5uzty5c4mNjVV1DXjC92XQoEG8ePGCKVOmUKVKFTJmzEjfvn05c+YMBw4cYOnSpbx8+ZKsWbPi4ODA4cOH9aJ2/2vSpk3LhAkTKFOmDI8ePUKj0aDRaChTpgyxsbGqvZ58Ka60adPSrl076tWrx+rVq7WG4ShRogSxsbGcPn1aL8b4g4/fudSpU9O/f3/KlClDqlSpmDBhApcuXeLMmTOMHz+ely9fYm9vj729PWfOnPklzkt9JYncdzA0NKRMmTKMHTuWZ8+e4ebmxvv375Uv9+jRo0mXLh1t27bVdajfbNCgQdjZ2dGnTx+lBiNhCIS7d+9SsWJFpWYn8Ze0fv36ejPgb548eQgKCmLJkiXMnj37m38Nq/VmAh9/NU+ZMgUzMzPc3d3x9fVl9OjRPH78mNSpUzN9+nTy5s2Lm5ubXidzOXPmZMKECUyZMoXt27fj5OTEggULOHXqFNmyZWP58uXMmzcvyWj/aq7xSKxVq1Z0796datWq8eTJEwwNDTlx4gRRUVG8ePGCP/74g5UrVzJv3jzu3r0LqLtsib8zmTNn5sGDB/9aM+ri4kLKlCkxNTVl/vz5qu2UYmNjozX8UocOHciePTsajYaAgACePHmCg4MDLVu2xMXFhc2bNyvDcFy9elWZi1TN15TE6tati6+vL+7u7jx48ACAEydO8OzZMzQaDZkzZ2bPnj3KkDGg7vPyV2eg6wDUKvHk7wYGBkoSc/DgQfr06UP27NmZN28etra2mJqaYmhoSNGiRfVqpO6cOXPi4+ODh4cHY8aMwdDQEPjYNqd37944OjrSpEkTZfuEWg5ASeIS/53U6tKlS5w7d4727dsD3952Q80X3MuXL9OlSxdiY2PZtWsXefLkUeJ9+vQpXl5eXLx4kVWrVpEzZ04dR/vfhYeHM3PmTA4ePEipUqWYMWMGgwcPxs3NjevXr+Pu7k7Pnj2xsbHR2k9fbigLFy7k+vXrtGjRAiMjI3bv3s3t27dxc3OjRYsWrFu3jsyZM3Pv3j1lH7WWLXGS0rt3b4YMGUK5cuU+e41IWLZp0yYWL17MnDlzVJvE+fn5cf78edKlSwfAwIEDlTbR5cqV459//qFQoUI8ePCARYsWsWbNGlq1asXx48dJmzYtgwcPVo6lxmvK5z6fjRs38vTpU3x8fNBoNOzfv5/79+/j4eFBtWrVmDdvHm/fvuXGjRvKPmr73H4nUiP3FT4+PhQqVIgMGTKwePFijh07xrVr1yhXrhyzZs3izZs33Lp1i8jISPLmzUvFihX1qp3AlClTsLa2ply5chw4cIAOHTooX8iEXnMDBw5k1qxZOo7022TOnJnbt28rrxNGks+WLRsrV65kxowZyvyN+ijxzdLExITMmTMzcuRIihcvTvny5bl3756yja2tLcHBwTg7O1OwYEHCw8N1HP1/Y2VlxevXr5k0aRLR0dH07duXuLg4JkyYQKlSpTh06BB9+vTRdZj/6nM1MQnnZocOHahSpQrZs2fn3r17dOjQgcePH3/TMdRo8ODBNG/enO7du3P8+HGlkTzoZ61N9uzZmThxIunTp8fV1ZWuXbuyfPlyzpw5Q6pUqRg/fjxly5alSZMmnD59mhQpUmBvb0+uXLnYtGmT3jxydHJy4tSpU7x9+5aYmBhq1qxJmzZtyJMnDzdv3qR9+/Z6fV7+yqRG7hOJf534+vri4+PDnTt3uH37Nt26dWPAgAEULVqUQ4cO4enpyfv378mVKxeBgYGULVuWmJgYpdZKH9y7d49UqVLRtGlTSpUqxcyZMzEw+HhaBAUFMXjwYIYPH06PHj10HOnX5c2bl5MnT7J48WLatWsHoDzWefz4MdeuXcPZ2VmXIf5PGjVqpAza+/fff9OrVy+uXbvGoEGDuHnzJitXriRFihTKRTUyMpIuXbowdOhQvU3iAKV9pq2tLebm5hgZfexsb21tzcCBA1WfxMH/18TkzJmTfPnyAf9/bq5bt47s2bMTFxdHw4YNlZvlpzUl+nCzrFChAq6urjRq1IitW7fy8uVL0qdPT6VKlbCxsSEuLk65vuiL69ev07VrV54+fcqOHTsoWrSock5GRETQtWtXDh06xIoVKyhcuDAvX77kypUrylhqBgYGqk/inJ2dmTVrFh8+fFAqIk6cOIGDgwPv3r2jbt26en1e/ur06xv1EySclA4ODtjb29O2bVuGDBmCp6cngwcPxsrKig4dOpA6dWqOHDlCv379MDIyYuDAgcox1P6lTWz8+PGkSJGCQoUK0b59eypVqkRQUJBysQ0ODiYgIIDs2bPrONJ/5+LiQtmyZfHw8MDIyAgfHx/++ecf2rdvT7Zs2Xj16hXjx4+nYsWK1KlTR9fhfrdUqVLh4eFBixYt2LlzJ6lTp2batGkAXLlyBS8vL96/f8+WLVtIkSIF8PGC+/TpU6ZPn6681mdhYWEUKFCAWbNmsW3bNvLmzasMKaPGso0cOZI///xTeT148GD++usvVq1axf79+8mbNy+GhoZEREQwefJkwsPDcXR0VLbXxxtkfHw8b9684eXLl+TMmZN+/fqxZcsWJkyYwJ49e7Czs9ObGrnE59StW7fo3Lkzp06dIl++fJiamirbvHr1Ch8fHw4cOMCOHTvIkSOH1nH0obyhoaG8f/+eTJkyodFoMDAw4OnTp4wdO5YPHz5QoEABZVt9PC9/dZLIfYaLiwtnz55N0p1669atLFq0iMqVK+Po6EhsbCz//PMPHTp0oHDhwvz11186jPrrhgwZwoIFC2jQoAG2trbAx6Rz/fr15M6dmyNHjtC6dWuqVq3KjBkzlGQuMDCQLl266DL0L9JoNNja2jJ69Gju37/P9u3b8fT0pEGDBpw/fx4PDw927NhBr169sLOzY/369ZQvX14vak0tLCwYOXIktra2RERE4OnpSfbs2cmTJw/Tpk3Tao959epVOnXqxPv37/n7779JmTJlkguuGi/A35OADRkyhJ07d/Ly5UtCQ0MpX768UuOhtrJZWVlRq1Yt5s6dS5YsWahcuTIuLi74+Pjg6enJ48ePWblyJcWLFwc+zm6QJUsWihUrpuPIv13iz87BwQFjY2NevXpFdHQ006ZN4++//yZVqlQEBgYqHcBKlSqlq3C/W8I5VaJECeDjDwl/f39OnDjB4sWLSZcunbLNq1ev6NWrFxMnTtRqN6Z2CZ/hy5cvMTMzI3v27MTHxyvJ5/Xr13n79i1lypTRZZjiK6SN3GeYmJgwbtw4mjdvTo8ePZQ5UxMcP36cpUuXas2X5+TkxNixY3F1dVV6+ahJzpw5OXToEADbt28nd+7cBAQEcPz4cV6/fs2xY8do06YN+/bto2zZsixYsICQkBAaN26s48i/ztjYmFOnTuHj45Nk0N9cuXJRtWpVPDw8ePv2LXnz5uXdu3eUKFFC9Y8b3d3dyZEjB8OHDwc+tv8bPHgwKVOmBGDZsmWsXbtWa58///yTtWvXsmrVKmU/tUrcbuhrbYi+1LZKzW2P7OzsWL58OcbGxixevBhzc3NmzJihrF+2bBkFCxakbdu2HDt2jNmzZ2NjY6MX37lPOzbkyJGDWbNmcfLkSSpVqkS2bNm4c+cOhw8f5tWrV6RMmZK//vqLoUOHfnZgbjVJXLbcuXNz4MAB/Pz8lHbCWbJkYcaMGaRLl45atWopw6ck/jGh5vMyQadOnahbty6HDx/m9evXlCtXjp07d7Jq1SoiIyOV7QICAsiRIwf169fXXbDiX/32idyXGmqampoybdo0nJ2dadu2LQcPHiQ+Pp6UKVOyfft2pk6dmiTBMzc35+3btz8r9O/WtGlTJkyYwLRp04iIiMDJyYkMGTKwYcMGChYsSGRkJH379uXt27c4OTlRp04dfH19dR32V5mYmHDs2DE6duzI8ePHgaSfa44cOciZMyc9evTAyMgIZ2dnvXjkkcDDw4MtW7bw7NkzMmbMSGBgIGZmZixevFhJ5kxMTNBoNNjY2Hy2UbKaVK1alRcvXnD8+HFGjRpF6tSp8fT0/Op++taw2s7OTmk7NWfOHPr376+1funSpRQqVAgvLy/u3bvHrVu39Oq8HDx4ME2bNqVv374cPXo0yXlnbGyMjY0NU6ZMwdbWltq1a+tN+bp27YqRkRG9e/cGYNSoUUpzhixZsjB9+nRSp06t2h/vX9OjRw+sra3JlCkTOXLkIFOmTJibm3Px4kVu3LjB06dPCQsL4+DBg1y5ckWvvne/m986kUt8UyhWrBgmJia8efOGs2fPAh9/Vc2dOxcnJydWrFjBrVu3KF++PJkyZcLJyUn1v7g+p23btowZM4bu3buzd+9esmTJQt++fcmXLx8XLlygYcOGetHrNmGy9IsXL5IxY0b27dtH/fr1uXDhgtZ2n7vxJyxTcw+6xL/oy5Qpw5QpUzh+/DgjR47k/v37ZM2alZEjR2JkZMT69evZunUr+/btY/r06cq8nGpOevbs2UOaNGk4evQozs7O1KlTh9DQ0G/eP2vWrDx69CjJ/KS6lvhvniJFCl6+fImdnR3z5s3D0dGRpk2bJhmUeseOHYSHh9OqVaskx1AzJycnpkyZQvPmzTl//jwGBgakTp2azJkzc+vWLZ48eYK3tzcVKlQgZcqU1KpVS/WzGiTo3bs37du3x8fHB0tLS/Lnz0+XLl0YOXKk8iQmc+bMrFq1iosXL6p+7NB/O6cMDQ0xMjJi1KhRlC5dmuHDh+Pk5ES+fPmIiIigdevWymDp+nBe/o5+60QugZ+fH40aNeLt27f88ccfBAYGsmTJEh4+fIihoSHTpk2jYcOGrF27lhMnTrBgwQLVjxz/bzp06MDIkSMZPnw4U6dOxcTEhFy5cnHnzh2eP3+u6/C+ytTUlEWLFlGuXDkqVarEvXv3uHTpEtWqVfvmwW/15aKUNWtWbt68qYwaf+/ePa1kbvDgwfz555/Y2Nhw9uxZmjVrpuuQv9nFixexs7OjZ8+eLF++/Jv369ChA02bNsXDw0NVNSGJzylPT09SpkzJunXruH79OnZ2dqxcuRJzc3NatmyZZEJ4fTkfE6tcuTL9+vWjZcuWpEiRAjc3N+WHYGRkJI0bN6ZgwYLkyZOHWbNmqXYYjkyZMnHnzh3ltaWlJWvWrGHz5s1KRyH4/1lv/P39CQ4OJj4+Hnt7ex49eqTqxDTxudW0aVNy5MiBpaUl//zzDxs3blS2q1GjBoMHD/5sezh9PD9/J0a6DkDXevToQbNmzWjXrh1Hjx5l0KBB9O3bF1tbW6ZMmcKjR4+UQRHLly/PvHnzlIEr1XZB+lazZ88mLi6OMWPGYGBgwOTJkzl37hygH1/Y9+/f06NHD0aNGsXGjRvp1KkTly9fpmbNmqRJkwYrKyul4bVGoyFXrlxs2LBB66av9jICdOvWjRo1alCzZk3mzp2LgYEB9evXx8/Pj5EjR3Lz5k369etH1qxZSZkyJVu2bAHU+xkmxJUwB+6jR4949uwZPXr04NatWxw9elRZnxD/p2Vp1aoV/fr1w9fXV1VJHPz/OeXv70+zZs0YMGAAUVFRAMp8xWvXrmXhwoW0bNlSa2L4T8utD2JiYkifPj2TJk2icOHCbNu2jcDAQJ48ecKoUaPIly8fBw4c4MCBAwCqvGYuWrSIly9f4u3trSwzMTEhY8aMWsmZRqNh7ty5lC9fnqFDhxIbG8usWbOUdrZqrmVMfF42adKENWvWkDp1agYNGkTJkiXx8/MD4MWLFzg6OiYZizPxMYQ6/XY1cp9OITNixAhWrFjB33//Te3atZk8eTIbNmygRYsWzJ49m+nTp/PgwQMMDQ2ZM2cOJUqUwNPTk3/++UfHJUnqe28E7dq1Y+TIkYwYMUJp+6FP0qdPT2BgINWrVwfg5s2bWFpaYmxsjKGhIW/fvkWj0fDo0SOqVq2q2gttgk9vBn/88Qf79u1j4sSJTJo0CYD27dvj6upKWFgYo0aNSpLMqDUZSByXi4sLly9f5vr168DH3uBp0qSha9euHDt2TPkbJAyYm6BVq1YMGTKErl27snnz5p9fiG/QpEkTBg4ciLu7OxcvXgQ+Jgbp06fnzp072NjYsHbtWjJmzEilSpVUl4x+TuLPzsrKig8fPvDhwwcA6tSpQ/bs2bl+/TqHDh3i+fPn2NjYsGHDBoYMGaL6jg02NjZERUURHR2NnZ0dz549A2Ds2LGULVuW1q1bK+cpwPDhw8mfPz9ly5alTZs2qj0PQftzc3Z2JjAwkA4dOnD69GlcXFwICgqiR48erF69Gvj4fTtz5gwdOnTg8OHDugxdfKffbviRhBM7X7583L59m/Xr17N3716KFSvGqFGjGDt2LL169WLmzJm0a9eOfv36YWdnR2xsLB06dODy5ctMnDgRMzMzHZdEm5GREWvWrGHkyJF4enpqDbr5pQE4586dy4ABA/D396dKlSo/K9T/JGvWrJQtW5b69etTrlw5AB4+fEj37t1ZunQpcXFxdO/enfz581OiRAkKFSpE2bJlKVu2LJUrV1baeKhZQgLzxx9/YGVlpQx30KBBA8qXLw/AnDlzWLt2LVmyZCEgICDJ1FRqTOJAu1Zg8ODB1K9fn7Rp0wJQs2ZNnjx5wqRJkyhfvjzW1tYsWbKEMWPGKPsnJHE+Pj6qvnlmyJCBixcvcvHiRbJmzUq7du3Yt28fq1evpm/fvrx48YImTZqwbds2Hj58qOtwvypxMuDl5cWiRYtYtWqV8sNv8+bNTJs2jc2bN/P69WtsbGwIDg4mKipKqYlTKwMDA168eEF0dDSenp5s3LiRPHnyAPDXX3/x6NEjBg8eTJYsWYCPTToSOjksXLiQ7t27K2M2qomnpycZM2ZUankB7O3tuX//vpLETZ06lYEDB7J69WosLCwoWbIkxsbGbN26laNHj+q4BOJ7/TY1cokvSMOGDaNTp05ky5aNmJgY3r59i7+/P46Ojnh7e/Pu3Tv69OlDsWLFsLCwwMXFRdnX0NCQdOnSqfKXtIuLCylSpGDAgAFcvHiRgwcPMnPmTD58+PCvVf8VKlRQ9UXX3d1d6UGWOnVqUqRIwYEDB5g7dy5btmwhderUTJ48mSJFitC4cWPOnz8P8K+P6NRqyJAhtG3bluDgYFavXs2DBw+YOXMmV65cYfz48cqjuq5du2JiYsL48eN1HPG38/T0xNfXlyZNmnDhwgWio6O12kxt2LCBrFmz8ubNG6Kjo3F2diYmJoa6desyY8YMOnXqpNokLuH86ty5M40bN+bChQvkz5+fq1evcvv2bV69ekWnTp1wcXHRquFR8yO5xAYNGoS7uzvTpk3jxYsX+Pn5cfnyZVq0aMHbt28xNzenc+fOlClThhQpUlCzZk296dgAkCZNGvbv38+NGzfo3r07N27cwMXFhdatW1OwYEFOnjyJo6MjcXFxlC9fnp49e1KjRg2qVaum69C1ODs7M2bMGE6dOsWIESOU+1STJk1wdnZm9erVzJs3D39/fxYsWAB87DhWokQJxo8fr4xNqS+fm/jot6mRS7iJZ8+eHQsLC+rVq8erV6+Ux2/Zs2fHwMCAmJgYNBoNBQoUYPLkydSpU0frl01sbKwqkzj4OAH10qVLKVeuHKGhodSsWZMFCxZgbm7+r1PjJCRxaqyxaty4MYGBgUybNo1GjRpRoUIFWrVqRe7cufH396d27do8ffqUHj16cOLECVavXk3+/PkB7doptSZxif/mxsbGPH36lNevX5MhQwbWrFlDyZIl2bt3L82bNydnzpzKtlOnTtWrJM7ExITixYsTHBxMSEiI0jM68c2iXr16jBw5kokTJ+Lk5KRsc+HCBZo3b66qJO5L35W1a9eyc+dOUqVKxbx58xg9ejQjRozgxIkT3L59W5naKYEab5Zp0qTRel2tWjWqV69Oq1atCAoKIiIiAisrK4oWLcrGjRuVYZfOnTvH4cOHlYHUDQ0NVVm+z312T548oWLFivzxxx9Mnz6drFmzsmnTJnr16sWoUaO4c+cO69evp1KlSgBkzJiRe/fuqe7JzN69e5k+fTqOjo4MGjQIBwcHAM6cOUPdunVZsWIF/fr1U5I4MzMzWrduja2trdYA42r83MSX/TY1cgD169fH39+fly9f0rhxYx4/fqzc4Bs2bEhQUBAHDx5UHvlUrFhRdY1zvybhl5SpqSnVq1ena9euvH//noYNG/Lu3Tu9qZmCjxfLhQsXsmDBAhYvXqy1LmHg2wcPHuDu7k5kZCTp06dn1qxZvH37liZNmugo6v8moX2Ovb09K1asYOvWrRw5coRx48axatUqOnXqRFhYGI0aNeLFixe6DverPj3PjIyM2L59O4cPH2bQoEFa25qampI9e3alTVmChERAbedr4rI1b96cfPnyYWVlxapVqzh48CAajQZjY2OlHZm5uTmzZ8/GyMiIpk2bqq48iU2cOBEDAwMmTJigNHivVasWuf6PvfMOyHHtH/inoR0qI9kzexyOFUdmVhqkrZJkFCFEkZSRSOgoimRnZ2dkH3s7RvYoK0Rpafz+6Pfcb49xjrM8T9yff97jea77eb9313Vf1/f+zvr1CQ0NpVu3bixevJjZs2dz7do1Nm/eLHSEkViLQX4tOsXnrm/fvtSqVYsPHz5w4cIFTp8+Tfny5Tl48CDJycmMGjWK27dvS11frlw5Ro8ejZ2dHb179/7qLPlvQceOHUlKSuL58+e4uLjQv39/Hj9+zMyZM3n8+DFmZmaEh4cTHR3NwYMHUVBQYPTo0ZQvX54uXbqUuLNO5H/8MBY5gKysLB48eECNGjXQ1tamsLBQaNW0adMmXF1duXfvHgkJCYISJ+8Nnjt27IiZmRn9+/dHRUVF2DxzcnLYuXMnM2fOpFSpUgQFBaGkpCTXh8jHlCtXjooVKwp1/SQoKiqSlJSEs7MzP/30k+DeePbsGU5OTtjY2MhC3L/N8OHD2bhxI61ateLp06eMGzeOgQMHkpqair29PUpKSjx9+pQWLVoIsXLyjmSdSVrBqaio8PjxY+rWrYuOjo6UVaRq1aqMHj1aqi8pFFm/5XG9SmSaOnWqkOFeUFDAli1bsLa2prCwkNzcXDQ1NbGxsSE2NpYqVarg4OAgZd2XR65duyYUQa9ZsyYAu3fvJi4uDg0NDcaMGcPSpUtZvnw59+7d48GDB3Tu3JmQkBCp35FHJQ6kYzUDAwNp164dzZs3Z+fOnfTr14+XL19ibGxMpUqVCA0Nleoxqqenh7OzMy1atMDMzEyulDgXFxe2bNlCpUqVAIiJiWHz5s1UrVqVyZMnY2BgQHx8PGPGjBGMFtOmTSM7O5uuXbuWiLNO5Mv8EDPXv39/TE1NSUhIIDw8nKSkJJYsWULNmjWlFvD27dvx9vYmMDBQqBMnrxsSgJ+fH/Pnz2fs2LFERESwZMkSlJWLKspI3oiPHTvG5s2bqVevntDHUZ4PkuLo6+ujpqYmFbcBCPWozp8/z4ULF6hdu7ZwzZs3b+T+sPyYx48fc/XqVXbt2sWECRNQUFBg6dKlDBgwgJSUFBYtWoSzszPBwcFy5V78M8zMzDh+/Dj169cnMzOTRYsW0bFjR/z8/DAwMEBJSQkdHR2mT5+Ojo7OJ9YPecbW1hZLS0sGDRrEsGHD2LZtGwBhYWG4uroCReu1Vq1a3L17l65duwruRnlUTiUsW7aMmTNnYmlpyeDBg6lVqxYAycnJ6OvrU6lSJRITE4Eipej333+ne/fueHp6ylLsv4SpqSlWVlYMGTIEW1tb9u3bBxT1NoaiUjFdu3bl559/ZtCgQcJ1r169YvXq1QwaNOiTwuOyxMnJiRkzZuDs7MylS5eEz2NiYti6dSvVqlUT3KybNm2iS5cumJmZ4ejoiIODg1y7wUW+ju/etaqmpsb69evJysrC1tYWKCp86ObmhoqKCp6enjx48EAuC1X+EZ6engwfPhx7e3vu3LlDuXLlOHLkCFOmTCE2NlZqrIaGBhs3buT27dt4eXnJRuC/Qe3atTlx4gTBwcHMnz8f+NRlt2/fPrZt2ybVw7KkYm1tjaurK6mpqaiqqpKZmcnChQs5e/as1LiS4h7v0KEDnp6eVKpUCXd3d27cuIGxsTExMTHcu3cPVVVV3r9/j6qqKt26dRPiU+Xt3nx9fXn16hWRkZFAUcFYJycn0tPTWbVqFT169GDJkiVMmTKFihUr4u3tjbe3N2vWrEFFRUVwscqruxE+XVOOjo5MmDCBbdu2sWzZMh48eIC6ujonTpzg5s2bREZG4uXlhaKiIhYWFnLfKaU4o0aNok6dOowaNYq+ffvy66+/4ufnx6pVq9DW1kZfX5/bt29TunRpMjIy5PqebG1tCQsLw9raWqrUS/v27YUSIs7OzlhZWfHo0SNmzJjBkydPpH5DHp85kb/Gd2eRK26JUVZWJjs7Gy8vL4yMjIS3xr179xIVFUV2djYLFiygTp06JUqJMzQ0pHv37kyaNImLFy+SmZnJ/fv3SUhIoG7dulJjFRUVyczMZNKkSfz000+fuK/kmeTkZLZu3Yq7uzsWFhaAdNKCjo4OKioqtGnTBm9vb5o3b46qqqqsxP3HxMXFMXbsWH777TeqVKlCz549iYyMpFSpUlLj5HHT/ZwF9Pjx48ybN48nT56wbNky6tevz+HDh+nWrRsxMTFs376dlStXyrW1SktLixYtWtC3b18cHR1RUFDg/fv37N+/n8OHD1O1alX8/f2ZNWsWq1ev5vDhwygqKhIWFoaZmZmgxIH8uhuLH+Rt27YFYNWqVcyaNQtzc3NcXV2pVasWWVlZjB8/njp16hAcHIyioiIDBgwQLODyen8SJBb94vUMf/31V/z9/YUY3O7du2Nvb0/ZsmV59+7dHyaJyZqaNWsyfvx4zp8/L6XErVixgokTJ6KlpSX8e+PGjRgYGBASEkK5cuWkfkfenjmRv458rtB/QPEWOW5ubtSsWZMHDx4QFBSEmZmZ0H5Eosxpa2vj7u4uS5H/Mq9evSIzM5O7d+8CCEpoamqq4Aop7oaUfPfo0SNUVFRkIPGf8zlFIDs7m1WrVpGcnMy0adMEN4e6ujoVKlQgPDyc8uXLU7FiRfT09Chfvjw5OTnfWvSv5mvcvdeuXSMiIgILCwtOnDjBqVOnpIriyiuS565///5CphzAmTNnWLBgAQ8ePGDZsmUYGhpy9+5d1qxZw5w5c1izZo1cd0rJyMhg6NChQlLNoEGDUFBQ4Pbt2zx+/JgqVarw4cMHwT2XmZlJVFQUbm5uJcYNLpm7yZMns3DhQsE1vHbtWmbNmoWFhQWDBw/GwMCAgwcP8ssvv2Bvb4+5ubncKuAfM2DAABwcHAB48OABbdu25ddffyUoKEjI4NTS0mLgwIEoKipKtSqUVwX15cuXREVFoaqqyty5cwFYsmQJderUYeTIkWRkZAh7zooVK0hISODJkye8evVKlmKL/Ad8l67VihUrcvDgQTQ0NLh//z6BgYE8efKEqVOncu3aNRYuXEh2djYArVu35uzZs3K/EX2MlpaWUMpA4tKYPHkytWvXFjZiDQ0NatSowfXr14GiJtc3b96Uq0KkU6ZMYdOmTdy4ceOLJn5jY2NGjhyJsbExSUlJKCsrk5qaSqlSpeSujtPnaNiwIQ8ePJDK6vsa5N3dHxMTw4MHDwgICACKMomXLl3Ku3fvGDp0qNQ6MzY2ZtGiRbx48QIPDw9u3LghK7G/mkGDBpGbm8v69evR0dFhzpw5GBgYEBcXx8qVKwHo0qULcXFxODo6cufOHQICAsjJyRGaqMv7HErw9vbGzc0NR0dHHj16JDV3tra2TJ48ma1bt7Jq1SqpWMaS4JZTUlIiNjaWMmXKYGpqCsCcOXOwt7dn4sSJXLx4EUVFRaZMmUK5cuXo3r17iZgzKDoHbG1tsbe3p1y5crx584Z+/frx5s0bYczn5qgkzJvI1/PdWeSgqGdcVFQUJ0+eZMeOHSxduhQTExNycnJwcnISKnVDkcWgpAXHA5/UowKEulsAZcuW5ejRo/Tq1Uv47PDhw3KlxDVp0oRffvmFefPmUbdu3S/Ow+HDhxk1ahRWVlbs27ePzZs3s2TJEnr27AkgZB7LIyNHjuTgwYPs2bOHrl27UqdOHanv/2jdyfNhIkk2GT58OGPGjAEgKSmJ+fPnk5eXR0REhJBBB3Ds2DEePHhApUqVSkScpqOjI/PmzRNKvbx584YJEybw9OlTrK2tBctcYmIiMTExrFq1ivXr12NgYMDQoUOF35HnOZSgp6dHp06dmDJlCmfOnBH2CMlztW7dOmbNmoW7uzvGxsZS18qjMlD8mVJRUSE/Px8PDw8MDQ2Flw5J/J+bmxuJiYmEhIQIL4YlKYMzIyODdevWsWbNGt69e8fNmzcFJe5jV3Jx5HHeRP4+35VFzsrKiqSkJC5fvoy+vj7btm1j/vz5nD59mmHDhqGlpYW1tTW///47pqamUgUQvwf8/PwwNDRk5MiR7Nmzh+fPn2NpaSlrsf6Qzp07M2zYMMqWLYunpydJSUl/6W1RngOsFRQUGDFiBHXr1uX+/ft07NgRDQ0NEhMTWb9+/SdBxyUNJSUlBg0axMyZM5k7d65QoNjU1JQhQ4aQn5/PkCFDeP36Ndra2gQHB7N161YOHDgg1weJk5MTc+bMYfDgwezatUvqOz09PWbPno2BgQEbNmwQEosksWVnzpwRsqpLghIHRT2njx07xrBhw9i9e7fUd5JivwAmJibs379fbp+3jxk+fDhaWlrs2rWL69evY2Njg5ubG3PmzCEhIQGAGjVqoK+vz4sXL7h//75QkqqkzJ2E4pa5ixcvCi9X8rw/ivx7lIzXjq+gSpUqWFhYsHfvXoYOHUpGRgbDhg1jzJgx6OnpMX36dFauXMnNmzfJysr6rEWrpPP+/XvKlCnDjh07ePbsmaDEyaO1UVIm5dChQ6xdu5b09HRCQ0OpWbPmX7KQyvMmVVhYyJkzZzAxMWHXrl0MGTKExYsX061bN8LDw5k7dy5Vq1YVyh6UFCRv+vn5+Vy+fJmYmBh8fHwYPnw4UNRhJDo6GiUlJQ4ePMj48eNZv349lStXFpQ4eVyTAP369WPu3LlYW1tLKXGjRo2iRo0avHr1igkTJpCSksLAgQOFBIhTp05x6tQpITi+JCkCEkuOoaGhkCwkmR9jY2MmT54MQEJCglwH/xdHT08PJycnPDw8WLJkCRYWFpw8eZKHDx/Stm1bIRHgwYMHnDp1inv37gnrsiTNnYTilrnmzZsLL1XyvD+K/HvI/xP5lTx58oTBgwczefJk3N3diYiIoHXr1sTGxtKrVy+UlJQ4c+YMHTt2pHfv3nJ9mPxdSpUqRbt27bhx4wb9+/cH5DcWQuIGHj16NBYWFlSoUIE2bdoQHh7+h27WkoJE9rNnz7J+/XrhDXnnzp1MmjSJ9u3b07NnT7Zs2UJoaCjm5uYylPavITkcpk6dSlhYGGXKlOH+/ftMnz6dcePGAUXK3PTp0zl8+DCdOnXi8ePH9O/fX5hXeVyT2traDBgwgPv376Ouri58vmrVKvr16ydY8CVu1idPnuDh4SG4+CWUtMPzzZs3XL16FVdXVzp37oyysjKFhYWoqalhb2//SSZ8Sbi/t2/fsmzZMk6ePElsbCwzZsxg4MCBZGZmMmjQIBo0aAB8+pIrj+uyuIx6enpfHFdcmevZsyejRo36FuKJyAHflWtVQqtWrejduzf9+vWjbNmyPH/+HE9PTy5cuCCMkdfD5J9gaGiIh4eHUGZF3u9x6NCh+Pr64uTkxMOHD+ncuTMWFhYoKyvj6enJnTt35P4ePqZNmzYkJSXx5s0bwa3Rs2dPxo8fT48ePdDR0eHo0aPs3buXsWPHYm9vT69evUhPTxcsWiWBHj16EBUVxYABAzh79iz6+vpYWVkxZcoUZs+eTWhoqDBWW1tbUILk3W3VtGlTRowYgYGBAREREZibm9OgQQMcHR2FllWSNamnp8eQIUMICQkpEcrN5yj+fMXGxtK4cWOuXbvGixcvaNSoEdra2nTu3Fkq/laesbW1JSUlhSNHjqCtrc327dvZsGEDGzduZNSoUWhra+Pg4MDjx4/p0aMHqampshb5Dyk+PyNHjqRmzZosX75cSGD7HNra2hgbG7Nr164Suy5F/hrfpSIHRTEDtWrVIigoiHbt2rF582aGDRsma7G+GfKuACkrK7N48WJev36Nj4+P8Hnv3r3x8fHh7du3QrHmkkLHjh0JCwtj48aNRERESPVE3bhxI6VKlaJevXocOnSICRMm8P79e6CowKzkv0sK9vb2uLu788svvwifaWlpMWrUKMaMGYOPjw/Lli2ToYR/n8aNGzNq1CjatWuHkpIS7du3Jy0tTeqZ+jj2qCTHIhWXfejQoTRo0IDy5ctz+/ZtgoKChC438qyAA1SqVInp06djbm7OnDlziImJoXTp0qxYsYKpU6dy4sQJ6tevL7Qt7NWrl1zvkcXx9/fHzs5OqBuXnJz8VdeV5HUp8vWUKEVOspH+FSVFWVkZKysrNmzYIPcb0Y/GwoULqVSpEtbW1lKbTWBgIMOGDePevXtCRfKSwvTp02nXrh379u0jKipKqEfVuXNnli1bxo4dOxg/frxUodiSiLGxMStXrsTU1FSqF27btm2Jj49HUVGRUaNGsW7dOhlK+fdp2LAhY8eOpVq1aoSHh7N9+3ZA/l+QPqZp06bcvHkTgNzc3C/K//GBX3xcSVDiJCgrK9OnTx8mT57M/fv3OXv2LOnp6RgYGLBgwQIho/PvnCWywtTUlKCgIBwcHLh69SpQ1LGoRo0awtyWhPsQ+e8oMTFy5ubmzJ8/n5o1a6KmpvZV1ygqKpKXl8e6deuEt0qRb8+XYt0uXrxI1apVMTY2lipUfPPmTQ4ePMjGjRtLTGanZG1NnTqVAwcO0LNnT4YMGUKZMmUAuH79Ok+fPuXNmzclSon70txdv36dc+fOMXz4cBo2bCh8npqaSlxcHIMGDWLDhg3fSsx/nevXrxMWFsaDBw8YOnSokDhUkg7LLl26cPDgQWbOnMns2bOpXr36F+X/2GpTfFxJUeKgKPY2Pj4eZ2dnzp8/T//+/fHz88PU1JRmzZoJ4+RZiatdu7aQjAFFdVGfPXvG1atXqVOnDh4eHhw5coTt27czZ84coGStS5F/nxJhkdPW1ubw4cNoaWnx7NkzLly4wG+//cbGjRuFMaIJWT4pvlmamJigq6uLiooK27Zt4+3bt6xdu5YaNWoQHBzM6dOnef/+PYsXL+bKlSuEhIQAJWduVVVVhc4Sd+7c4fXr12zcuJFly5bx+vVrLC0tmTVrFra2tlLxmvJK8bmztramatWq6OrqsnnzZi5cuED37t0ZM2YMb9++Zf369SQnJ+Pt7U1eXh729vZAybLmfI7GjRvj6emJvr4+cXFxrF27VtYifTXt27dn7dq1LFiwgPLly2NmZsaGDRu4cOECO3bsEMaVlOfrr6KmpkblypUJCAjAxMSE3bt34+TkJGux/hB9fX0OHTpEZGQky5cvJz09HVNTUyZNmsTDhw+pVasWFy5c4MaNGyQnJxMZGUm3bt2krOIiPx4lQpFTVFTE19eXBw8ecPXqVTp27MiYMWNISEjgxo0bhIeHf5cb0feEv78/VlZWXL58GUNDQ96+fUtQUBCHDh1i9erVVKtWDX19fV6+fImSkhJGRkZyrwB4eXlRWFjIggULhMNQRUWFHTt2kJaWxt27d2nTpg0JCQksXboUFRUVjh49ytSpU0uUtSogIABbW1tOnDhBo0aNKCwsZPfu3cycORMjIyOsra2xtLTk7t27pKen06dPH7kOjv+rlpjGjRvj7+/PgwcPGD9+/H8o2b+LoqIiQUFB3Lt3j+joaAYMGIC+vj7jxo1j7969/Pbbb6xevbrEWHP69evHsWPHpLoWfC1mZmbs2LGjRJwTffv2xdfXl/Xr17N48WLU1NSwsLCgbdu2HDlyhOPHj5OcnEz9+vVZuHChEIYi8uNSIhQ5KMqSk1Tzv3XrFhoaGowePZqxY8dy+fJltm7dysGDB4WYARH5wdramilTpmBra8vVq1exsrJi8eLFODo6snfvXqAo07hu3brk5+ezefNmobq6PG+848aNw8fHBz8/P5YsWYKCggIHDhzg9evXDBw4kMLCQvz9/enYsSN79uwhNDSUX375hSNHjsha9K+mS5cuhIWF4eDgwJUrV4Ci++7atSsHDx4U6lVVqVIFJSUlHj16JNdFVYsrcU2aNEFXV5fbt2+TkZHBu3fvvnhdrVq1hIKx8k7xexw9ejRWVlZ06dKF3NxclJWVuXz5MmlpaWRnZ6OhocG6devYuHEjT58+lbHkX8bGxoZJkyaxcuVKoqKi/nCuivPxHiKv6/Jj+vbtS2hoKGZmZkI7O8m9KCoqoqmpSWRkJJqamlhYWJSIdSny3yG3ipzETVX8QZw7dy55eXlCluOJEye4e/cuDx8+pEGDBnTq1AkPDw/i4uJkKbrIR/j4+FChQgXGjh2LhYUF8+bNIzAwkJiYGLS0tFBVVf2kkbM8K3HFD0p3d3cCAwOZOnUqFhYWpKWl4erqKlVw2t/fn4EDBzJ27Fihory8xud8/Hc3MzNjypQp9OzZUyjVoKCgwNSpU+nduzedO3f+pIesvN5bcaZOnYqlpSVqamrk5eVx+vRpFixYICirX0Ke7619+/b89ttvgLTCsm/fPjZs2EB0dDRHjhzh1atXeHh4AEVrU0VFhcGDB8vtfUmYNm0aHTt2ZO/evSxdulQqK/zPkOd5+5JsVapU+SRGWF1dnX79+mFtbU3ZsmXp0aMHeXl5cn1/Iv89cpns0LFjRxYtWkSlSpWkKolfvnxZqG2UmJhIWloaI0aMYMqUKYwaNYphw4axadMmGUsvIkEyb5UrV+bZs2c0adKEsLAwpk+fTkxMDAoKCtjY2NCvXz+h04MEeVXipkyZQmhoKKVKlQJgyZIl+Pv7ExgYSPny5RkyZIigxEkSIAICAvD19RWUOJDf4GTJ333YsGH89NNPlCpVCiUlJaHiv6RYbFhYGFWqVKF9+/af/Ia83psEFxcX7O3tGTVqFB06dCAoKAg1NTUCAwOlEjc+h7zeW9myZVm+fLnQYis/P194pnbt2kWHDh04e/Ysb9++ZdiwYaSkpJCSkoK7uzsuLi5yXYBbkgg1bdo0Tp48SefOnRkyZAja2tpf/Ru1a9f+r8T7x0jWVPv27enevTtVqlRBUVGRJ0+efDInioqKlClThnPnztG9e3fy8vJQUlKS23Up8m2QS0WuYcOG1K5dGx8fH/T19YXDZdWqVWhoaHDv3j3S09Oxt7cXDs2UlBTBJSdmp8qGjzcdybzt3buXUaNGkZiYyJgxY1ixYgVQ9HZpYmJCtWrV5DqmSoKhoSGjRo3CwcGB2bNnC+ssIiKC8ePHU7VqVaytrYXxxdfitm3bAPlslwbScjk4ODB9+nTevXsntKkKDg5GQUFBmCc9PT0ePHjwt+KVZImCggKtW7dm69atHD16lNTUVNavX090dDSKiopYWFjIWsS/RVpaGoMGDaJixYps3boV+F/3lO3bt9O+fXtyc3OxsLDgxYsXAJ+02pJXZUCS5W1ra0teXh516tRh+PDhuLm5Ubp06T+93tXVlZMnT1KlSpX/WtSvxtfXF3d3d+HfgYGBLF26lOjoaGJiYnBzc0NFReUTBfv9+/csX76cmTNnCuEnJcFVLPLfIpeK3JIlS1i3bh21atViypQpVKhQQfguKiqKmzdvMmXKFKFG18eIC1s2SA6Crl27YmNjQ/369dHQ0GDv3r2sWrWKFy9e8OHDBzQ1NalXrx4xMTHo6ekRFBQkY8m/jlu3brFu3Tp27txJv379WLp0qXAYSoqOzpw5k6FDhwrXfLwW5fWwlMhlbGxMYWEhI0eO5M6dO2RlZTF48GBatGjBli1bMDU1pVOnTsyYMYP3799z8eJFGUv+1ygsLKSgoAB9fX2pA/LQoUOcP38eMzMzwdpa0jh//jyDBg2iWrVqrFy5Ulib9+/fZ8GCBTx79oyKFSsK4+XV6v05xo8fT1BQEFevXsXLy4sTJ05gZWWFm5vbH1rmnJycmDhxIkOGDJGbUkba2tq0bNmSvn37Ym9vT/v27Wnbti3Ozs507tyZq1evYmFhgaen52eVueIvvSVpDkX+O+ROkZNsPtHR0axfvx4jIyP8/PzQ19cHiuLi9PT06NixoyzFFPkCAQEBhIeHM3XqVFauXMno0aPR0NBg8eLF7Nmzh6VLl3Lq1CmioqJQU1OjR48ewptlSeDJkyfo6elha2tL27ZtWbJkiSB7REQEU6dOJTAwUOitWpKoU6cOGzduJCwsTMrScfHiRfr164e6ujpTp04lODiYUqVK0bt3b7luov4l6+e9e/do2bKlVF0xgCtXrpCamvrVdSplTfFaY8rKyuTn5/P777/z+PFjevXqxcaNG4W/wY0bN6hTp47QY7QkoaOjQ69evZgxYwabN28WyogcPXoUZ2dnKTdr8bXo5OTEtGnTGDduHPHx8bIS/xPS09MZMmQIz549w8zMDDMzM06cOMG5c+e4d+8efn5+nD9/nh49ekgpcyIiX0IuduBGjRoJzYCLL9iuXbuiqqpK/fr1mTJlCgYGBjx+/Jjw8HBGjx5NvXr1ZCWyyP9T/LBs1aoVzZo1w8HBgTZt2rBlyxa6dOnCxIkTefv2Ld7e3nTv3h1vb2/GjBmDubm5EONRUt4s582bR+nSpWnevDlDhgyhS5cuRERECAdIZGQkISEh1KlTR8aS/nUePnyIk5MTz549o0OHDsLnioqK3L17l969e2NmZoaVlRVWVlZyPXfFg7+7du1Kt27dhHuaN28eDx8+JCoqio4dO1KpUiW0tbVxdHQkNTVV6AsrzxgZGbF06VIMDQ2B/1lpli9fjo6ODs7OztSsWVNwsyYmJvLkyRMcHR1lJvPfJTMzk/z8fEFxlYQrTJw4keTkZBwcHPD29kZbW1tYi87OzkLsdPGaefKAgoICr1+/ZtKkSWRkZGBtbS0Vm5mZmUlQUBBnz56la9euTJo06ZMYYhGR4shUkVNQUMDAwIDDhw8zfvx4KlSoIGy+K1asoHbt2nTt2lUoGjt58mTKly/Pb7/9RmJiIrdv35al+D80jRs3Bv6neJubm+Pq6srdu3c5f/486enpzJ49m927d9OmTRsmTJhAxYoVuXbtGgkJCVy4cEFwGcirK3zatGmsWLECS0tLdHR0gCJX6bZt22jQoAEnT57E2dmZ7t27s3jxYkGZmzt3LiNHjpSl6H/K56xVHz58YPfu3UyePJmuXbsKpUUKCgoEhS0lJYXHjx/L/dxJ1mVAQACRkZHMnTuXiIgI/Pz8gKLyDo8fP2bRokUcOHCA+Ph4dHR0GDx4sCzF/mqqV6+Onp4eEydOpGrVqkDRnlm3bl1sbW3ZtWsXQ4cOpVq1akJ8poeHh9zf3+fWZW5uLi9evMDExESwPEqetaSkJPLy8lBTUxMU8E6dOhESEsKYMWPkSomT3FthYSEGBgakpqYyduxY9uzZQ/Xq1XFxcRHGZGVlMWPGDO7evUuZMmVKRAyxiOyQi/Ij/fv3Jzw8nMWLFxMcHExkZCR169bF0dFRaJo+ZMgQzMzMeP36NW5ubkIArDyXqfhemT59OhoaGnh7ewuWj4iICHr27MmdO3fo2bOn1AE/ZswYevTowd27d5k8efJX14CSJYaGhhw/fhyAhIQEGjRoQEhICGfOnCEjI4PTp0/j4uLC4cOHMTIyYsWKFVy8eJGBAwfKWPK/xvDhw2nUqBEVKlRg1apVnD9/npSUFExNTVm8eDFxcXF4e3vLWsy/ReXKlVm5ciWjRo2isLCQtm3bMmPGDKKiopg6dSoA3bt3R0dHh7y8PLZt2yYorfKqoFaoUEFIVrCyssLe3p6XL1+ip6dH2bJlcXZ2lupN3LJlS3bs2MGyZcuYMmUKIL97ZnEraosWLVBQUEBJSYmzZ89iYGDAvn37OHfuHJ6enmRnZ/PhwweioqLYunUre/bsEV4uJEru+fPnZXxH/6P4vY0bNw4jIyMCAwO5ePEiurq6zJkzR+gesmrVKuE6VVVVcnNzRdeqyB8iM0Xup59+4t27d9y9e5fCwkLMzc2Jiori6dOnpKWlYWNjQ0pKitSmOmrUKKpXr463t7e4sGXIzz//zMWLF8nLy6Nq1ao8fvxYqC1mamrKunXrWLp0qZSLys/PD11dXcaNG1di5s7W1pbQ0FDCw8N59eoVxsbGVK5cmfj4eJo1a8abN2+YOHEiWVlZGBsb07dvX7lXeoofKBMnTsTd3Z1NmzZRq1YtqlevztmzZwkLCyMpKQlTU1MWLlzIgQMHcHNzk7Hkf40RI0bw008/8ebNGyZMmEBhYSHq6ur079+fkJAQoqOjBcWmOPKq5ECR1dvDw4OwsDB27twJFBXbdnZ2pn79+sKLxcc1xQwNDbl9+7bc3tfH+Pr60q9fP3Jzc6lUqRLbt28nJCSEKlWqsGLFCtLS0nj58iXa2tpoaWnRrl07IVZT3u/Rz88POzs7fH19OXPmDMnJyUBRFvicOXOoWLEi69atY82aNVLXiXXiRP4ImTjeTU1NWb58OTt27CAwMJD79++zbds2cnJyWLlyJYmJiYISULzC/8KFC4XfEBe27Dh79iwAFhYWDB8+nBkzZnDkyBHBUiexyEVHRwvlYYpnppaUuVu3bh3q6urMnj0bLy8vxowZQ40aNZg4cSKNGzfm2rVrfPjwAYDDhw9z+PBh2Qr8FUj+7hUrVqRGjRrY29tz8uRJoKh6vo2NDe7u7kybNo3du3ejqqqKnZ1diZkzKCpro6OjQ5cuXbh06ZIgd1ZWFps3b6awsJDZs2ejoaHBuHHjpK6VV0WgXLlyTJgwgcqVKzNgwAAUFRXZvn07cXFx5OXlMWjQIAYNGsTTp0+5deuW1LWSf5cERWf48OEMGjQIOzs7zp8/j7e3NxMnTmTlypWcPXuWNm3aMHz4cDQ1NcnPz2fmzJklRolr1KgRpqameHp6cvDgQeFzJSUlXr16xfjx45k9ezaenp6kpqaWiLqTIvKBTGLkJOn9ffr0YdasWVSvXh2APXv24Orqir29PePHjxcSIAoKCj6JnRAXtuzJysri7du3DB8+nF9++YXCwkJ8fHy4ePEiffr0YfDgwZ8tDVCS5m758uX4+voSFhbGgAEDOHnyJAMHDsTS0hJnZ+cSGbtibW3NpUuXaNmypVRXhvXr17N161Z69epFuXLlhHZplpaWcl0w9mOysrKIjo5m4cKFdOjQgREjRkh9t3nzZgIDA6lbt64MpfxrpKamcuLECaF8irW1NX379gVg8+bNrF27Fl1dXXx8fL6YBCbvig4UtU0LCQnh/PnzmJqaMnz4cCZMmMClS5dQV1cnIyODkJAQpk2bRmBgoFCrUR7v7ePnRUtLCy0trU+6h+Tn56OiosLr16/x9fVl27Zt7N+//1uKKlLCkYki99tvv7F27VqmTp1KnTp1WLRoEdWqVQOKilcOGTKE4cOH4+HhQbly5YCSdfh/j3zuEN+7dy+RkZFAkdtbosxNnDiR8+fP4+LiQq9evb61qP86UVFRTJo0ialTpzJ69Ghyc3O5cuUKaWlpJUa5Kc6ePXs4ePAgNWvWFJ47yX3ExsZSWFhIly5dAOnnriQ9g8+fP2fVqlUEBwczYcIEhg8fLnyXnZ3NihUr6Nevnwwl/HokGYthYWEcOXKEmzdvoqSkhIuLC3369AEgLi6OdevWUaZMGebMmSMkQJQk1NTUaNWqFc+fP+fnn38mPDxcaOWnrKzMxIkTP1t2Sl7jGSXPi6enJ+bm5mRkZKCsrEyTJk2EMZKkDRMTE4yMjHj58iWzZ8+W67I+IvKHTFyrz549o6CggI4dO9KrVy/27t3LwoULGTVqFI8ePSI+Pp7CwkKWLVtGcnIy0dHRshBTpBiSTcnExAQ1NTUUFRXZunUrBw8eJD8/n+HDh+Pp6UlhYSHHjh1j0qRJPHr0SK5bpv0Vd+GyZcsAmDFjBvn5+YSHhwMlS7mR8O7dO4YPH05sbCyBgYE8evSIy5cvA0UuvMzMTF6/fi1jKf85r169IjY2FigqKFtQUMCSJUuA/3ULkGf09PR49eqVYPV9//49BQUFvH37lvHjxzN37lxcXFyAojZccXFxqKurU79+fbkpfvslPvfsZWdns2nTJjw9PWnUqBHjx49n7dq1QJE1q0mTJjx79oxjx47JQuSvpvi92dra4u7ujoODA2lpady7d4+BAweSmprKlStXBIXNxcWFGzducOLECeF35NHKKCKffJNkh5YtW5Kenk5ycjLv378Hiqpbx8fHM336dG7fvk1CQgJJSUl4eXkJWVcdO3bkt99+k9s3ru+dWbNmkZ+fL5RsmDlzJgMHDiQtLQ0NDQ1evnzJiBEj+P333+ncuTNDhw5FUVGRqKgoDhw4IPyOPMavKCsrExcXx82bN3n48CHR0dGCjH8k7+DBgwkODsbW1lbqHksi2trarF69mjp16rBmzRoePXpEr169qFatGsbGxt/Nc1euXDkcHR2ZPHkybm5uQjkOecbc3JwxY8aQmJhIREQEmZmZZGRkYGxszNKlS+nVqxdqampMmTIFRUVFVqxYIfRZlSCvcY3F5TI0NERPT48nT57w7NkzGjduTGhoKO/evWPUqFE8ePCA8uXLs3DhQsqUKUPfvn3lbi/5Eq1atcLc3Jxbt24Jmag9evRg2rRpPHz4kFOnTvH8+XNsbGzQ1dWlc+fO380zJ/Jt+c8VOTMzM6Kjo7l8+TJv3rxh5syZPH78mNTUVObNm0dOTg6TJ0+mevXq7Nixg6SkJCZMmMC9e/eE35DncgDfK6VLl8bb25uuXbuydetWNmzYQHR0NGPHjuXly5coKysTHR1N+fLlMTc358mTJ3Tr1o0JEyZw5swZQfmTZ0xNTSldujSTJ0/m999/59ixYyxZsoTc3Nw/VOZ++eUXjh49+o2l/W/Q1tYmKiqKrl27sm7dOu7evUt4eLgQe/S9PHcVK1akS5cubNiwQe7vSV9fnw0bNlCzZk0KCws5ePAgubm5LFmyhOvXrxMQEMCtW7dYvnw5bdq0YdSoUejr6+Pn5yckrpQEpkyZgomJCbq6uty5c4eXL1/i4eGBqakpLi4uVKlShefPnwuKX8+ePcnLy5PLF8OPadSoEfv27UNRUZGgoCB+/fVX4bsOHTpgaWmJiYkJDx484Pnz5wwdOrTE3JuI/PGfK3LGxsZs3LiRS5cucf/+fZo0acLVq1fZv38/Dx48IC4ujgEDBnDhwgWqVq3K2bNnWb58OZMnT/4vxRL5CipWrIijoyP9+vXj0aNHFBQU4OrqKmRqQlG2ZmpqKgMGDACKrK+SYr8lBR0dHcaMGUOrVq1IS0vD1dWVrKysP91U5dXi8VcPg9KlSxMVFUX16tVxcnLi1q1b3/WBUhIUVEtLS6HzyfXr11FQUGDIkCFs2LCBbt26kZ2djYmJCbm5ubRt25ZevXoxbdo0uVyPn2PYsGF4eXnh4uLCyZMnCQkJwc7ODktLS06fPk3jxo1p1KgRlSpV4sGDB2zfvl3ua/x9jKWlJbNmzeLChQv4+/uTlJQk9b2mpiaA4KUqSfcmIl/8p4qc5KDr3LkzGzZsYPbs2dy4cYOyZcsyZcoUTp8+TZ8+fZg5cyaLFi0iLy+PChUqkJqa+t0eIiUNfX19HB0dGThwIJmZmXTq1AkoKlSZk5NDnz59mD59Ov379xeKN4P8Kjnwv9gjKHKx5uXloaqqiomJCZ6enuTk5DBgwACys7Pl+j4+R3F5K1asyPPnz7/qOm1tbdasWUOFChVwdXXl999//y/FFPkCxefPysqK/v378+HDB8aOHUulSpXo0KEDzs7OVKxYESMjo09i4UrCelVVVWXJkiUcPXqU5cuX061bN5YtW4afnx+rVq2iVKlSKCkpkZ2dLXWdvL5cFFfAPpbR1tYWPz8/tm7dSnR0tLBHyuu9iJRM/tO0GMmGcujQIZycnPDx8aFdu3Zs3LiRdu3asW/fPrZv386+ffvIy8tDQUGBFy9eiBk7MuTjLMxnz56xZs0awdXj7+8PQE5ODoCw2X78Jimvh4m3tzcLFiygRYsWAII7Iycnh507dzJz5kxKlSpFUFAQSkpKcnsfn6NTp05MnDgRgDlz5hAcHIyKisqfXqegoEB6ejq2trZkZGQQEREhlAiSFzp16kTz5s2lPiuJGcN/RvH1tnHjRjZs2EDp0qUJDQ0lIyODxYsX061bNzp27MiTJ09KZFmmnJwc1NTUuHv3rqDE+fv7s2rVKpSVlbG2tuaXX3755Dp5VXwke9/gwYMJDw8nMjKSsWPHAkW1KGfNmoWZmRmurq7UqFEDkN97ESmZfNPODj179mTVqlWsWLGCgIAAoVisiHxQ/G2+QYMG5OTk8PLlS9LT06lUqRIODg7Y2NiQkJDAokWLKF26NIGBgairq9OvXz+5P0QqVKjA/v37SUtL4+LFi8TExAjZmpK3amVlZQYPHkzfvn2ZMWMGp0+fLhFWDhUVFaZNm0br1q3JzMykUaNG9OzZ8y/1I27VqpVg4Xn27Nl/JepfplWrVuzZs4e3b9+ycuVKUlJSpDLZJfNTfJ60tbWlOouUZCwsLHByciI9PZ05c+Zw9epVoGRY3z4no6KiIrGxsVSvXh0DAwMCAwOF7OJKlSoRHh7Otm3bpFpVySM2Njbo6+sTFhaGv78/dnZ2wgtvnTp1yMjIoHv37hQWFgq1UY8cOcLs2bN5+vSprMUX+Y745i26JMrcsmXLmDt3Lqmpqd/y/17kK5gyZQoODg68e/eO9PR0HB0dSU5OFpS50aNHk52dzZ49e9DQ0MDd3V2wqMrzwaKoqMj69et5+vQpjRo14vbt20RHR3/Sk1FDQ4ONGzdy+/ZtvLy8ZCPs30BZWZnt27fz888/ExMTw4QJE4CvO/BdXFzw9vbGxsZGUBTkBW1tbWbMmMHDhw/JysrCycmJZ8+esXPnTnbu3PnJoThq1CiqVauGn5/fJ+65koqFhQWOjo68e/eOefPmyd0cfY7i665p06akp6eTk5NDSkoKlStXZsuWLWRmZmJiYoKSkhJqampERESgra2NqampXFutnJycCAkJwdbWlsePH7N+/XpGjx4tlEZp1aoV8+fP582bN0K9wsGDB9O5c2cGDRok1/ukSMnjX/FfduzY8avdHnv37sXBwQEnJyemT59OmTJl/g0RRP4l2rdvT9++fXFzcyMoKIjU1FQSExMxNDTk6dOnrFy5kvnz5/PhwweuX7+Oq6sreXl5cu+GVFBQoKCggLS0NOLi4pg5cyb16tXDzs6O3r17C2//ioqKZGZmMmnSJH766acvVsmXN5SUlChTpgxXrlxhw4YNNG7cWFDkCgsLUVJSkhpf/Pl0cnJi6tSp+Pj4yKWCIKl8r6WlJbgW9+/fT6dOnUhISMDJyYnWrVsL4/X19Wnbtq3cu17/inxbt25l5cqV1KxZE3Nz8/9OqH8RyX7g7+/PmjVr2LFjB+Hh4XTv3p3k5GR8fHyoVq0aiYmJ7N27l9WrV1OhQgXMzMzkOrzG1taW4OBgnJ2dOXjwIAYGBpQuXZo7d+4IYy5cuMCUKVMoX748xsbGQFGXGEdHxxLVJUWkZPCPCwIbGRnh7e2NgYEBly9fJj4+nr179/Lhw4cvZuEkJCQwbNgwhg4dyrt37/6pCCL/gI+tNfn5+axbt04or3H27Fnmzp3L9u3b6devH7du3WLDhg08ffqU9evXS10nz0ju8caNGxgbGzNz5kwUFBTw9/dnwIABXLt2DfhfO7iXL1/y6NGjr4oxkxXF5y4/P59Xr17h4+ODtrY2EyZMoHv37kBRvJxkfqpWrUpycrJg7XBycmLatGl4enoKjdjljczMTBYtWsTmzZs5d+4cu3btYvHixTg7O5OVlYWFhQWjR4/m1q1bjBo1ismTJ7Nr1y769Okj1wWpJXPXuHFj1NTUuHTp0h+2fNu2bRuvX7/m+PHj30rEf0zr1q0xMzPDzc2N6tWr06FDB0JCQhg/fjz79++ndevW2NjYoKioyNOnT9myZYtcZ6cOHDiQhQsXsmzZMqFu3+3bt3n79i3GxsasW7cOKNpHfv/9d8qWLYuBgcEnvyPPL70iJY9/xbWqoqJChQoVCAwMRFdXl+zsbFxcXMjMzPxsds7HyoO8u+R+BDw8PKhbty5Nmzbl2rVreHl5CRupgYEBISEhtGjRAisrK6mMxpKWfeXs7IyFhQVmZmaULl2ay5cvk5ubKxReLd4H0djYmJs3b8pVvJiEj7Mb69Wrh6KiIgcOHODkyZOUKVOGsWPH0rp1a06cOMGCBQuIjY3l8ePHjB49GgBXV1cmT56Ml5cXO3bskOXtSNGpUydatWpFpUqVhKLN6enphISEcPv2bZYtW0ZiYiJv377F0tISAwMDmjVrho2NDS4uLuTm5qKvry+X8ybpRSxpiB4QEIC5uTl6enpcuHCByMhIEhISPlFiPt4jS8JzZ2NjQ6NGjXjz5g2hoaEA1K9fH3d3d7p06SIo3B8jr/fm5OREcHAwBw8epGPHjnh7e7Nhwwa0tbVZvHgxpUqVIiIigiNHjgBFIQHbtm1j0aJFJaIItUjJ5V9R5CSbjLq6Op06dWLs2LHo6OjQs2dPXr16JbcP5o9M8YPB09MTLy8v9u/fT7Vq1WjQoAGOjo5Sb/6VKlUiJiaGN2/eYGtrKyux/zF16tRh9OjRwoa8c+dOTp48ibu7Oy9evMDHx4fHjx/LWsyvJiAgACsrK27cuIGamhqtW7dm5syZzJ8/n7Jly+Lh4UHfvn2FThw9e/bkw4cPtGnThmXLluHr60t8fLysb0PA0dGRqVOncuvWLQwNDVFUVGTatGmsWrUKOzs7AgMDycjI4O7duwwbNowXL17IWuSvpkyZMhw+fJiHDx8SGhqKmpoaU6dOxc/Pj7S0NKZOnYq6ujoxMTFs3rxZLi1SX0vlypUJDQ2lTZs2xMTEEBAQIHxnaGiIu7s7xsbGTJ8+vUQoOfb29oSFheHk5MTu3buZMmUKI0aMwMvLi7i4OOrUqUN4eDi5ublcvnyZS5cu4eDgIHRsEM8/kf+S/yTZwdDQUDhIunTp8t0EHH+P1KhRg5EjR7J582ZOnTqFhoYGixYtokOHDjg5OXHq1ClhrJ6eHq9fvy7R1tMqVapw4sQJNDQ02LBhA15eXnz48AEbGxuqV69OcHCwrEX8ajp37szixYuxsbERsm+dnZ0JDg7G19eX6OhotLW1qVatGtWqVSMhIUE4UGrWrImGhoZc1Yuzs7MjNDQUBwcHTpw4QVZWFuvXr6dhw4Z06NCBd+/esXLlSmrVqoWVlVWJzPzT19cnNjaWly9fcv36dd6/f8+CBQsABMtO+fLlWbZsGVu2bCnRylz79u0ZMWIEP//8M46Ojpw5c0b4ztDQkIkTJ6KkpISTk5MMpfxz1NTUCAsLIz4+nj179gif+/n54eHhgZeXF+vXr6dmzZo4OTnRrVs3MjIyeP78uRBDLBozRP5L/pYi17ZtW/Ly8jh//vwXD/XGjRsL2VUTJ04s0RvS90rv3r2JjY0lJSWFYcOGCe19lJWVWbJkCUZGRjg5OXH69Gmp60q6K3z06NFoaWkRGhpKVlaWrMX5KsaNGye0sJNgaWnJqFGj6NmzJzk5OcKceHh44O3tTZcuXaRa3YH8Vo9v06YNO3fuZNasWYIbDqBr164sXryYAQMGcPXqVYYNG0b//v2xs7Pj5cuXJWotSmQ1MDBg1apVNG3alLi4ODw8PIQxEmVOV1eXuLg4Vq9eXaIVgJ9//hkPDw+qVq3KxIkTOXv2rPBdtWrVePz4sVzP35+tr4+VOSh6xjQ1NYX4b3l95kS+H/5yWpCFhQU7duwgJCSEpk2bfnHcjRs32LRpE7Vq1aJy5cr/SEiR/4bdu3cTGxuLgYEBjRo1QlVVFSgqkuvu7s6xY8fYuXMnDRs2lLpOnjferyEiIoJZs2aVGCWufPny+Pj4MH36dGrWrCl8np+fj6GhIbq6uhQWFqKsXJS7tG/fPtLT06lQocInvyWvB8rp06e5fPkylpaWtG/fXriXevXqUVhYKHTiWLFihfD3gJKxFiUZioWFhejp6ZGSkoKdnR1nzpyhWbNmdO3aVRibnp7OiBEjKCwspFmzZiVaiYOiZKnIyEgePXpEcHAwrVq1Er579OiR3GdwStaXnZ2dUAy9uLxBQUGEh4cTGhoqtCnMz8+XSuKT12dO5PvhLyly9evXx8PDg7lz56KsrMyiRYs+KTsiQZL9WLFiRVxcXP4NWUX+AV/aLL29vdm8eTN+fn5069ZNyNLMy8tj+PDhhIaGcvPmzW8p6n9Obm5uiTkgJRm0LVu2pHnz5gQHB1O3bl0Ajhw5wunTpwkODqZKlSpCxmNmZqaQaCTPSNakRGnr1q0b79+/Z+HChVSvXh1TU1N8fX3x8fEhJSUFZWVlsrOz2bhxIzo6OrIU/aspbtHx8vIiPDycOnXq8Pz5cwYPHkx2djaenp5CiQooUuasrKzw9vaWkdT/LidPnmTJkiXcv3+fmJgY6tevL/V9SVDGW7duLXSb+FheiTIXEREhNY8iIt+Kv+RabdWqFRYWFixevJiUlBSOHz9OXl4eo0eP5tKlS5+9pkePHtjY2DB69OjvptJ6SaP4YWJqakqdOnV4+/Ytd+/eFTKsoqKi6NatGx4eHuzfv5/c3Fyp3xDdA7KheGyNoaEh+/btY8+ePcydO5c7d+4IVf+VlJSYN28eAO7u7ujp6dGzZ88SobB+HD904MABatWqJSQ6rFixQmoNlwSX3MdMnToVa2trZsyYwalTpwSXt76+PqtXryYjI4P58+cLz6MEeXUdlypVig8fPgBQtmxZ0tLShO++JLOxsTFGRkbMmjWrRKxL+N+96OnpceTIERYsWEBUVNRnxzo5ObF69WpxnxT55vwlRU5NTY0KFSrw6NEjoKj5cWJi4ifKnLq6uuC2atiwITY2NoSEhIiKnIyZNm0atra2XL16lerVq5Ofn8+ePXuEjLIlS5bQpUsXfHx8iI+P/8OaViLflqlTp6KsrEzv3r2pXr06iYmJjB07luTkZExMTLCzs6NHjx4kJSXx6tUrBg4cKNdB1q1bt6Zdu3b07NmTvLw8du3axcmTJ4WkjY0bN9K6dWssLS25cOHCJy24QH6VnI/5+eefiYyMxMvLS6j8D/97OZIkQGhoaDBq1CguXrwoQ2n/GEtLS7Zt2yasqTFjxtCzZ08yMjJISEggNjaWnJycP1138rouv4SamhqBgYFoa2szbNiwPxwrvvSKfGv+dtaq5I2sVKlSHD58mLy8PDw9PXn+/DnTpk3j0KFDbNiwASjKFJT0cBSRDd27dycsLAwXFxfOnDmDvr4+lpaWuLm5sW7dOubMmQMUNXlWVlbGyspKxhKLSHB3d8fb2xs7Oztyc3PR1dUlKiqKS5cu4eXlJTxbtWvXJj09nZcvXwrdHOTxQLG2tmbs2LFcvnyZwsJCVFVV6dmzJ+fOnWPhwoXs27cPKIr1k5RQOXfuXIk5+D9WMHv16kVgYCCdO3f+5GVWso9WqVIFb29vxo4dK7f3OXDgQCZOnMjGjRuZPXs2NjY2BAYGEhISwi+//IKenh43b95k0qRJZGdnlzhlrThDhw6lUaNGLF68mHv37vHhwwc6depEXFwcNjY2HD58WNYiiogI/KPyI5KDolSpUiQmJgoB10pKSrRv314uD5EfFTc3N+zs7Ojatauwuerp6eHu7k779u1xc3MTyjmUFEvHj8Kvv/5Kfn4+o0aNEj4zNDRk9+7dnDhxghkzZnDr1i2pa+R1Dp2cnJgxYwZjxoxh7969gmJjaWnJmDFjeP/+PQEBAUIG9a5du2jcuDG9evXi+vXrshT9L+Ps7ExSUhLq6uqEhoZiZ2cnlHuRzI+dnR2XLl2Sujd5VYDKlCnD6NGjMTIy4ujRoygqKnLhwgV27dqFkpISbm5uWFhYcPPmTSZOnFiilLmmTZtStWpVAC5fvkznzp3x8PAgLS2NtLQ0AgMDuXPnDhMnTqRy5cqMGzdO9DCJyA3/KBo6Pz8fRUVFPnz4gLW1NQ0aNCAtLQ0jIyPhO5FvT/HEBsl/P3v2DA0NDSFQHuDVq1ckJiby888/o6+vL3wu75lkPxo6Ojpoa2sL/1ZRUeHWrVssWrSIXr16ERwc/EkbIHlU4vr378/cuXNxdHRk48aNvH//Xvhuy5YtzJ07lzp16tC7d29KlSoFILTZKgkJN8WfGTc3N3x8fHj9+jUpKSkoKChga2tLpUqVgP/1vx04cCAWFhZSvyOPio+ysjJv375lwYIFHD9+nA4dOmBlZcXr16+BorMgJiaGrVu3YmhoyKxZs1BXV5fLe/kYOzs71q1bR1BQECtWrGDWrFmcOHGCdu3asWjRIrKzs1mzZg2RkZG0aNGCqlWrCs+juE+KyAP/WNMqKChAT0+P2NhYkpKSMDU1FZqol4SH+HujuCXGzMwMIyMj1NXVuXPnDqVKlcLa2pqKFSsK41+8eMHNmzc/iYeTR0XgR2XdunV07dpVaJYuSUR58+YNmzdvJjs7W+6L4+rq6uLl5cWVK1dITU0FPlVY4uPjWbt2Lf3790dLS0v4fNy4cXLdRF1C8d6p+vr6TJ48mZs3b3Ljxg0CAwNxdHTEx8cHOzs7unfvzsaNGylbtiyzZ8+WseR/jLKysrA/6OvrM3PmTI4fP46amhrW1taCMpOTk8Py5cvZsmULHTt2xN3dXZZifxX29vaEhobi4+ODpaUlAwYMoEuXLnh6elJQUMDOnTtxcnJi/PjxXL58mfr169OqVSsmTJgAiPukiHzwr+yMZcuWJSkpiU6dOpGfny+3sTk/ApKNxd/fn5kzZwoV/G/cuMHs2bMZPHgw3t7e9OvXjyZNmhAcHEx2drbQNF5E/jh58iRr167F19cXKysrlJSUhBZ4R48excbGRu6tqK9fv8bf35/MzEzGjh1Lu3btpL5XUlICiuqOqampoaur+8lvlIQXw1atWnHo0CFGjBghWBWhKHlj5MiRVKpUiYCAAHx8fMjOzqZbt25y7b0wNTVl5syZAILFSkFBgYULF7Jy5UoaN24s1PSDopeM2NhYAgMDWbhwoazE/irMzMwICwsTeg0/ePCAI0eOsHLlStq3b0/ZsmWFsfv27WP+/Pl06dKF8PBwatas+dk6jSIiskD53/iRu3fvMnLkSEDM2JEHnJycsLa2FmJyJGUCNmzYwIcPH3B2dsbS0pKUlBTevHlDnz59PpsVKCIfpKamsnz5crKysli4cCETJkxAWVmZ9PR0IaEI5NM6YGhoiLa2NufPnycxMZGCggJ8fHwYOnQogBALJ1HSatSowaVLl0pUv9vinDt3jvHjxxMSEkLr1q3Zv3+/4H7cuXMniYmJgrVR0idWHvdMyV6Qm5uLi4sLzZs3p27duvTp04e8vDzS09NZsGABioqKdO7cGYDZs2dTWFhITk6O0L9XnmPkJDFudevWRV9fn2fPngFFFsi0tLRP5kRBQYGUlBSioqL47bffMDY2lnr+RERkxb+iyBVH3jakH5GffvqJ3bt3S9X2kxwWW7du5cCBA+jq6qKmpkZSUpJcZzh+z3Tr1o3z58/z5s2bPx2blJTEjBkz2LhxIy1atCAnJ4etW7fKtQW8f//+eHh4cOjQId6+fcvt27eFbD8fHx/c3NyAImWusLAQHR0dOnbsyMWLFz+pYyiPfOnvvmLFCtTV1Zk+fToPHjxgxYoVgtIgKdYsQUFBQe7mbuXKlcyfP5+LFy+SkJDAsWPH6NixI5s3b5ZKykhPT2f+/PkA/PLLL5QuXZpJkyZJ/Za8KnEKCgokJibi4ODA6tWr0dLSYuLEifTs2RMHBwecnZ0/SWaQvOympKRw9uzZz1qNRURkwb+uyInIllKlStGkSROpZvdQpGCrqKhQv3597ty5w8OHD4Xv5PEw+d6xs7MjODiYgIAANm7cyNu3b//0mvz8fK5fv/5JhqM8zp2dnR2zZs0iICCAI0eOcPfuXeG7w4cPo6CgwIQJE3B3dycvL4+zZ88SHh6Ojo6O4MqTdyR/dzs7Oxo0aICCggKXL19m48aNREREUKpUKaZOnUphYSGxsbGfzXKURyvq69evpUIt9u7dy4EDB/D19SUtLY2pU6eSm5uLkpKSoMxpaGigoaEhQ6n/GpK/e0JCgqDM1a5dm2bNmjF+/HgSEhI+a00sLCzEzMwMY2PjT5RWERFZ8Y/Kj4jIJ5MmTWLgwIE4ODgI5Q6gqM7YqFGjWLx48SflKkS+PUFBQfTs2ZMlS5awadOmr7LMfYw8usNbtGhBdHQ006dPF1xsErS0tHj//j2FhYV06dIFb29vUlJSqFOnDurq6hgZGcl1IWOAfv36oaGhwfr165k2bRr29vbs3buXhg0boqqqyr179xg0aBAAHh4e+Pn5ERYWxoIFC+S6v+/Hf/Nhw4Zx/fp1jh49CkDv3r2Jiopi1apV+Pn5CQkQrVq14ty5czKR+d+iW7durFu3jtOnT2Nvb/+HL1bq6uro6+tz//79byihiMiXkc8IW5F/xMGDB7l//z5TpkyhcePGAJQrV47p06dTu3ZtkpKSZCzhj42kn62fnx8HDhzAxcWFAQMGULp06a/+DUm/SnlT4gBq1qxJamqqVBeDzp07ExAQwJYtW1izZg06OjokJiYSEhIiuIolSpw8Z7w7OzuzbNkyHj16RMuWLbGwsMDBwQFPT09MTEwIDQ2lWrVqREZGAhAeHs7cuXPp2LGjXCtx8L+1JEmasbW1JTIyEiMjI5SUlNi9ezdDhgzBwcGBOXPm0Lx5c9asWcO0adNkKPW/w4EDB7C1taVNmzb4+PhQrly5z45TVFQkKytLVOJE5ApRkfsOOXPmDMuXLycvL4/du3dz/Phx4uPj0dfXx9zcXO4zHL93JPFfdnZ2PH36lGrVquHt7Y21tfVXKXPOzs7Ex8dTo0aN/1jSv4euri7q6uro6ekBRZZHb29vWrVqxaVLl6hZsyY7duxARUWFQ4cO4ejoSK9evQQlTh5dxVA0XzNnzmTw4MH89ttvVK1aFSUlJcG6nZeXx549e4iNjaVevXrUq1cPgLlz59KnTx9Ziv5VSBS5Tp06Cf9769YtIiIiaNeuHUpKSuzZswcHBwf69+9PeHi4sKfIKx07dqR58+ZSn31p7ztw4IAQHzd9+nTKlCnzyRh5fcEQ+bERXasljM+50r7kXqtUqRLNmjWjevXqvHjxgvj4eAoKCuT6sPxRGD9+PMOGDWPcuHEoKSnRq1cvOnbsyNy5c4mLi+Pdu3efvc7JyQl/f39Gjx7Njh07vrHUX0fVqlVJSEggPT0dbW1tsrOzmTt3Lvv37+fly5cYGxsTHR2Nra0tZ8+eFa6TZ3eqlZUVixcvZvbs2cybNw8ocikuXryYcePGSVkfq1atyunTpxkyZAi7d++Wlch/i5o1a3LmzBkmTJhATEwMANu2baNWrVqMGDGCU6dOkZeXh76+Pvr6+kKbNXncU4yMjJgwYQIGBgZcvnyZ+Ph49u7dy4cPH/5QXjMzM4YOHUrfvn3l0uItIvIxoiJXgpD0ZYSilPm8vDweP35MXl7eV8dKyfNh+aNQtmxZ4uPjWbVqFdHR0cLn8+bNw9LSUshOffv2rdS8Ojk5MW3aNEaNGiW3SpxE3urVq9OlSxdKlSrF2rVrycjIEMZ06tSJgIAABg8ezL1792Qo7dfh5ORESEgI58+fx9DQEHt7e06ePEmlSpVYv349d+7cYdasWdy5cweAihUrsn79evz9/YX4Mnnl4/1AU1MTb29vqlevTnBwsGBt3LZtGzVq1MDDw4PTp08L+xDIZ5ymBBUVFSpUqEBgYCC6urpkZ2fj4uJCZmbmZ/fCj+9Fnu9NRESC6FotAcyYMQMdHR1h85wyZQrbtm1jy5YtJCQkoK+v/9WbjajEyR5JkLjEIqCqqgoUdTC4fv06bm5uuLi4oK2tLcyri4sLU6ZMkWslDorcc4qKijx8+JCYmBiWLl0qpcSpq6vj5ubGw4cPS0SckYuLC8HBwTg7O2NqasqePXvYsGED7du35+nTp4wePZr27dsTEBDA8OHD6dy5M+Hh4RQUFHD8+HFZi/+nSPYDExMTFBQUeP/+Pbt27aJ+/fq0b99eGGdubs7du3fZuHEjDRo0kPoNeVZ0cnNzefLkCSNGjCAiIgIdHR2OHDmCnp7eZ7uFfHwv8nxvIiISREVOzjEwMKBfv37Ex8ejra0t9Dj08vLC39+f9PR09u/fj6GhoaxFFfkMn4vHycjIICUlBTs7O6CotZGyclEloMePH6Ourk6DBg2EchWdOnVi5syZjBkzRq6VOAmfe1nQ1tbmp59+IjY2lqpVq+Lq6ir3sZoaGhr0798fNzc3du/eTV5eHlOmTGH79u3ExcVhZGTEpUuXGDhwIB8+fMDV1RV/f3/y8/MxMTEpEW3FoKh7w+rVq9m0aRM9evTg0qVLhIeHExQURK1atYRx/fv3Z8WKFXLfBaZ27do0b95cSAgCyMrKYu/evXh6evLy5Ut27NiBmpqa+GIr8l0gulZLAPXq1SMiIgJlZWUiIyPR0tIiKioKAD09PRYvXkyjRo3o37+/WFZEjijulmnWrBkKCgqoqqpy+vRpateuzebNm7lx4wa2traCmycqKoro6GjOnDkjda2ysjLnz5+X5e1IUfze9PT0ePXq1R+ODQ8Pp3bt2rx48QIXFxe5LmQMfxyCoKurS2BgIP369cPGxoYTJ06goaFBqVKl0NTUJCUlBZDPjg3wqbuwSpUq7NmzBxUVFXbs2EHp0qVZuXIl5ubm6OrqMnr06E9q4MlriIatrS2enp6ULVuW58+fExcXJ2QQS2jcuDHz5s3j6tWrTJw4US7nSETkryAqcnJM8Q23bt26/Prrr7Ro0YL58+dLFU3V1dVl8eLF1K9fH3t7e6nacSKyx9fXl969e6OsrIy6ujoHDx5k2rRp/PTTT8ydO5eCggKSkpKoVKkSmpqatGvXTrDmyONhWXxdjhw5kpo1a7J8+XKpQsUfU7FiRRo2bMjhw4flNjj+czg6OgKwatUqKZklypypqSkDBw78pAB3SYitqly5Mm/fviUjI4O+ffsycOBADh8+jIaGBt7e3ty4cYMyZcoQEBBAQkKCrMX9U8zMzFi4cCFjx47l9u3buLm5UaFCBaytraXGKSkpMXjwYHr16oWXlxePHj2SkcQiIv8O8m/3/0GpWrWqcBCYm5vz5MkTPD09OXHiBObm5kJpByiqxD58+HBevnwp1cBaRPZ4eHjg5OTE6NGj6dChA2vWrMHBwYGqVaty6NAhunfvzo4dO7h//z5Hjx6lffv2cq3Ewf/ihvz9/Rk1ahRHjx79wwKqCgoKPH/+nEOHDgnu1JKgxAFYWFhgaWkJSLcffP36tRCrumPHDho2bCh1nbwrcf369WPfvn2MHj2amjVrcujQIV69ekVBQQHh4eE4OTmRkZFB3bp16datm6zF/VO0tLSwsrIiODiYzZs3c+XKFdauXUtaWhpt2rShZcuWwtj8/HzWrVtHxYoVcXFxkaHUIiL/DqJFTg5p164dfn5+LFiwgF9++QV3d3eaNWtGSkqK4GZVVVWld+/eUmUqtLW1ycjIkPtD5HtFWVn5kwziyMhIjh49ytq1a+nbty8LFixg+vTpxMbGoqamRnZ29ie/UxKsVaampgQFBeHg4MDVq1cBUFNTo0aNGty8eRMoGVapLyFRpBs2bMiqVauYNm3aZ+MTy5Urh5OTE2FhYXI/Zx8zduxYmjdvTqNGjfDy8qJOnTq4u7tjZWXF48ePqVy5Ms2bN2fPnj1y+1JRnL1793L+/Hl8fX0B2LBhAw0aNEBRUZHXr1/z9OlTBg4cKIzv0aMHNjY2n3Udi4iUJESLnBwhacKcnJxMeno6c+bMwdbWlo4dOwpxN0lJSQwfPpzc3Fx27dolVUA2PT1d7gPIv1dmz57N6dOnUVVVFeZATU2NVq1akZmZiZGREb/++iuBgYHExsairKyMl5fXZ60d8qgQ1K5dGy0tLeHfFStW5NmzZ1y9epU6derg4eHBkSNH2L59O3PmzAHk3yr1R0gUl+fPn5OUlETbtm2BT5NXUlNTmTdvnhDzVxKQJGCEhoYSEBDAtm3bWL16NRUrVkRDQ4MZM2agqalJcnIyu3btEmpPyjOqqqpcu3aNVq1aER0dzbZt26hduzZWVlZ0794df39/KleuLGWBe/LkCU+ePJGh1CIi/w6iIicnzJ07l2HDhqGoqMijR484c+YM5cqV4969e1KZY1CkzA0bNoycnBzOnDmDpqam1Pcl+QAtqcTFxZGTk0N8fLygzGVnZ7N582bs7e1Zt24dvr6+rFixAiiqJde8eXOqVasmW8G/An19fXbu3Imrqyva2tpAkYKjra3NunXrWLNmDY0aNWLNmjVMmjQJFxcXmjVrJmOp/x6DBg1i8uTJaGtro6yszKtXr4iLi8PZ2ZmmTZv+4bMljwr45yhuXbt79y6BgYG4urpSu3ZtsrOz6dWrl1TpEZD/e8vJySE0NJRdu3Zx8eJFVFVV8fX15ebNm6SkpAiJQsW7NVy/fp0lS5aI1jiREo+yrAUQKeL48ePs3LmTgoICVFRU2Lt3L2fPnsXd3Z2hQ4eipqbGli1bhPFJSUl4eHjg4eEh9z0cfwQuXrzI0KFDiY6OZvv27fTr14+cnBwuX76MlZUVZ8+e5cSJEwBUqFCBBQsWULp0aUGxk2eePXvG+PHjBZfV4sWLOXz4MDo6OrRt25bQ0FCOHz9OcnIy9evX5+LFiyXmcDQ0NERPTw8FBQVu3rxJ9erVsbe3p3379ty8eZN58+Zx4MABduzYQd++ffn9998pKCj47l6WDhw4wPXr12nVqhX9+vXj4MGDshbpL5OSksLChQuBItd/caUtLy+PN2/e8ObNG+B/bv/k5GSZyCoi8m8ixsjJGXZ2dvTo0YPJkyeTkpJC7dq1CQoKQl1dnZiYGOLj4wFwc3Nj5cqV5OTkAPJbDuBHo3HjxkRHR5Oenk6fPn3Izc3FwcGBkSNHUlBQQFZWluCqMjExIS8vr8TMXd++fQkNDcXMzIwbN24A/1t3ioqKaGpqEhkZiaamJhYWFnKv7Nja2jJhwgRUVVUpX748kZGRhIWFkZOTg7OzM126dKFhw4asX78eIyMjsrKysLGxITMzU9ai/ymtW7fmxYsXvHjx4m/LW1LW5ceoqKiwZs0a3rx5w5o1a3j58iW+vr7o6+vTvXv3EnlPIiJ/hKjIyZiPA8KHDh3KgAEDSEpKYtasWSQnJ1OrVi2CgoLQ0tLi7Nmz1K9fn59//pn69euLm5IM+VLf28aNGxMVFUVGRga9evXiw4cPtGnThurVq1OjRg1u374t931vv5SoUKVKlU/iitTV1enXrx/W1taULVuWHj16/KW2cbLA0dGRkJAQRowYwePHj6lXrx5z585l/vz5QoyfZJyhoSEDBw5ER0eHOXPmEBISIkPJ/5yff/6Z3bt3s379eipXroy/vz+PHz8mLS1N1qJ9M5o0acLy5cvR0tLi9evXPHv2DGtr6xL14iQi8rWIipyc0L9/f27evMnvv/+Oq6srlpaWPHz4kBkzZpCcnCz0OaxduzaZmZk4OTnJ/WH5PVP8716nTh3y8vLIysri+fPnKCgo0KhRI6Kjo3n//j29e/cWLKfFKQkHSvv27dHU1OTGjRukpKRQUFDwyZrT1NTE3t6ecuXKERwcLPfFfs3MzIiOjsbJyUmqqf2KFSuoUqUKZmZmvH//XvhcUVGRunXrMnnyZNTU1LCxsZHrZ65Zs2bs3r2bSZMmoa+vj7m5OdevX+f48eNSrvySsP7+CZUqVaJq1ark5eVx8eLFElW/UETkryAqcnKAuro6v/32G6dPn2bYsGFAkevU3NxcSpnT1NSksLBQcJWIm5LsGT9+PJaWligpKaGpqcnIkSM5fPgwgKDMvX37FgsLC7mPZfT19SU1NZUlS5YAEBgYiIWFBdra2iQlJbFp0yZiYmLIzc39RJmTlF4B+VcQ7O3tCQsLY/z48axevVqQOyIignLlyuHg4CCleEvutXbt2hw/fhx7e3sSExNlJf5XMWnSJNTV1Zk6dSqdOnWiXLlyzJ07l/Pnz3P+/Hnmz5//2dI33zPiS6/I94qYtSoDipcwUFBQICsrCzc3N3r06CH034yKimLLli1Uq1aNSZMmUaVKFd6/fy8V7yIqcbJlwoQJQjN7c3NzLl68SExMjFCr6vfff2fIkCHUqVNHqhOHPKKtrU3Lli3p27evEOzftm1bnJ2d6dy5M1evXsXCwgJPT09UVFQ+KXMjUYbg871W5Yk1a9YwYcIEwbUK0Lt3bywtLYmIiPjEelpYWIiioiJ3797lwoULUkH08srt27fp2LEj5cqV48iRI2zevJk3b96gra1N9+7dOXv2LAsWLPgkI/57RlTiRL5XREVOBkg2FCcnJ3r16kWFChU4d+4csbGx9O7dW2j2vGzZMjZv3kyrVq0+aTMjIluaNm2KkZERI0aM4MCBAzRt2pS2bdty8eJFFi5ciJWVFVCkzHXv3p1x48bJWOI/Jj09nSFDhvDs2TPMzMwwMzPjxIkTnDt3jnv37uHn58f58+fp0aOHlDJXUomJicHHxwc/Pz+WLFnCggULGDduHImJiZ+tw1hQUIC9vT2tW7fm4sWLMpD4yxgbG39SxmbTpk1kZmbi6ekJwJEjR3j06BGOjo507dqVTZs2UVhYyIMHD2QgsYiIyL+J6FqVEXXr1uXIkSO8ePGC8+fPs2jRIjIyMli6dCnLly9n9erVwti+ffuye/duubd0fM987JapXbs2Xbt2ZenSpXTo0IElS5Ywf/58oqOj2bp1K02aNGH69OmsXLlSuEaeXY6S+ytXrhxz5syhS5cunDlzRqoSvrq6Or6+vvz000+cPn2aGTNmSFniSiJOTk7MnTuXhIQEHBwc/nCspqYmVapU4datW99Iuj9HRUWFY8eOUVhYyIABA3jy5Ikwl6ampjg4ONCwYUMePHiAq6srL168+OQ3RJejiEjJRrTIyYhnz56xdu1anj17xrlz59i5cyfNmjUjKSkJPz8/DAwMhLGS+nKSiuwi35biB93PP/8MFBVSjYuLA4pirnbv3s3y5cuBonpWqampglVOgjwqcRLrU2FhIQYGBqSmpjJ27Fj27NlD9erVcXFxEcZkZWUxY8YM7t69S5kyZUq8EgcQGxvLuHHjMDExYeTIkV8cp6SkxPv37+VKiQPIzc3FzMyMzMxMVq1aJdWj+fz589SoUYPMzExMTU0FJe5ji6OoxImIlGxEzeAb06NHD+rWrUt6ejoLFy6kRo0aPH78mH79+tG/f3/y8vLQ09MjODgYDQ0NqWvlURH4EZAcdJMnT+bXX3/F2dkZgLdv36KhoUH9+vV5/vy5UE5EkvRgamoqQ6n/nOIK6rhx4wgPD6dFixakpaXh6+vL1atX6d+/v5SlKisrC29vb7l3FTdp0kTqZQg+VWAkrFy5kokTJ+Ln54ePj89nx8hzPKrEHV5QUMCiRYuoXr06UPRCERISQn5+Pg0aNBDGi4qbiMj3hajIfUMaNGiAp6cn27Ztw8zMjEePHjF27FhcXV15+fIl48aN48iRI7x8+ZIyZcqUiMKjPwre3t44OTnh6elJQkKC8HlmZibHjx9n1KhRBAUFsXfvXmrUqCHEUclz31vJge7n54erqyurVq0SrDavX79m4sSJPH/+HGtra+zt7YXrcnJy5Lqnb48ePYiOjmbFihWEhobSpEkTlJSUhKSFz7F8+XJmzpxJhw4dvrG0f53iyRbKykXNedLT03n27BlGRkYsX75ciJm7fv06OTk5tGvXTiayioiI/PeIMXLfmFq1atG/f388PDzYuHEjSUlJVKhQgeTkZGJiYoCiWKScnBzRAicn6OnpERsbS2xsLBs3bhQ+l5R/0dDQYMKECTRo0ICXL1/i5eVVYgqPNmrUiOXLlzN58mSptkySe9PV1WX27Nk0bdoUf39/KSVWnqlUqRIVKlQgNDSU9PR07ty5g5+fH9nZ2SViXr5E69atmT9/PqNHj+bcuXPC5zExMdSsWRMvLy/mz5+PgoICDg4OPHnyhKVLl6Kjo/OJq19EROT7QFTkZES3bt0YMGAAtWvXplatWjx58gR7e3upqvkl+cD5nqhZsyZHjhzBzc3tE0VGRUWF3NxcoCgYXlJIVl5r/H0c2N6mTRuWL1+OsbExL1++lBorubfy5cvj6urKnDlz5H491q1bl9u3bwv/1tLSws7Ojv79+5OdnY2NjQ1ZWVkl9tkyNjZm+PDh6Orq4unpyc2bN1mxYgW1a9fGzs6Ox48fU6FCBSF+09nZmbS0NN69eye6VEVEvlNE16qMOHDgAIGBgcyfP59Hjx7RsGFDhg8fLjWmJB40JZ3i7kKJGy4tLY1bt25Rv359VFVVpcZ1796diRMnAkh1A5BHJQ7+50719PTE3NycjIwMlJWVadKkiTBGct8mJiYYGRnx8uVLZs+eLfcJNxYWFqxYsYLGjRsDRW7HjIwMli9fTkhICBoaGsTGxqKiolLinq3KlSsDcPjwYcLDw3n69CmLFi1ix44dVK1aFXt7ex4/fgzAixcvGDhwIBUqVGDcuHG8fftWrl3hIiIi/wz53ZVLKJLN8msOvOTkZHbv3o2pqSlBQUFMnTr1vxZP5A8obq1yd3dnyJAhaGtr8+bNG6G4b6dOnYR4KzU1NWxtbTE0NJSx5H9O8UPc1tYWd3d3Hjx4QFpaGvfu3WPgwIE0bdoUQFDYXFxc6N27t9TvyKsC5OTkxNKlS6lXrx69evUCEFrY5eXlkZiYSFhYGFpaWri7u8tY2r+GhYUFBw8exNHREYBjx46xbNkynj59SvPmzZk3bx6PHj2SmuOXL19iZGSEl5eX8JlokRMR+T4RXav/Ir1796Zhw4asWLGC1NTUr7rmYxePvLrkfiT8/f0ZOHAgCxYsID4+nufPnwOwevVqGjZsyOXLl3nx4gVNmjRBW1ubzp07l5hSHK1atcLc3Jxbt26xatUqoCg5YNq0aTx8+JBTp07x/PlzbGxs0NXVpXPnznK/Hp2cnJgzZw4ODg5UqVKFYcOG4eDgIOViBVBVVWXKlCk0bNgQW1vbz/a/lTe0tbVZvnw57du358qVK2zZsoWoqCgAfvnlF4YMGULlypUZP348Fy5c+GxNuJLqRhYREfk6RIvcv4S+vj6hoaHY2NiQkJDA+PHj6dq1q9SYz1npPt5g5f3Q/N5xcHDA1tYWKysrli5dyvPnz1FXVxe+W7BgAe/fv6dy5cqcPn0aY2Nj8vLyUFJSkrHkf06jRo2Ij4/H1dWV0qVLC5/v27ePCRMm8PTpU4YOHYqjoyOvX7+mS5cu5Ofny7U71cXFheDgYFxcXNi/fz+3b99GV1dXKLdR3EqVk5PDnDlzqFu3Li4uLrIS+S+Rnp7OqVOnyMrK4ty5c1haWjJ48GAAjh49yrJly0hOTiYkJIQWLVp81uomKnEiIt83okXuX6J06dLMnz+fHTt28Pz5c/r06YOtrS1btmzht99+Y+vWrbIWUeQr8PX1RVdXl3HjxlGnTh2MjIwYMmQIr169YtOmTULHjeKWj5JkRbW0tGTWrFlcuHABf39/kpKSpL7X1NQEkPukDSiyVm3fvp158+axc+dO4fPFixfTvHlzTExMSE9PFz6XWKaGDBlC3bp1hdhGeUVZWZm8vDzU1dVZu3YtV69eRUNDg5YtWxIbG8uKFSuAIsvc4MGD+emnnxgwYMAncyoiIvJ9I7+v2iWMd+/ekZCQwOzZs3n48CF+fn4YGRmhra1NeHg4O3fupG/fvp/0RBSRL1RUVLCyssLLy4ulS5fSrVs39u7dy6tXr3B2dqZs2bKAdLyRPCo6xS2ExS1qW7ZsYdq0aTRt2pRBgwZRo0YNqXHv378vEUkbUGSt6tOnj6DESaxvW7ZsQUlJCSMjI6nPJZapGzduoKKiIiSuyBuSQsYSd31BQQGXLl3iw4cPhIaGcuHCBZycnITC1EePHmXNmjVs3LiRO3fuyEpsERERGSFa5P4BkjdmyZu+kpISv/76KxcuXGDp0qUAnDx5klu3bpGTk0PNmjVp2LAhTk5OUjW7ROSLBQsWULduXbZv386hQ4e4desWbdu2JSgoCAcHB549eyZrEb+awYMH06pVKxQVFUlKSiI0NBQochNPnDiRbdu2sWzZsu+qebqioiIJCQm8ePFCqpBxcWrWrMn9+/e/sWR/jrm5OfPmzWPHjh3ExMTw6NEj3rx5Q7Nmzdi2bRvW1tY8fPiQ8ePH06JFC1auXElsbKzUb4gxcSIiPxaiIvc3MTY2pn379kRERPDmzRvh88mTJ9OuXTtMTU1JTEwkKysLa2trMjIyaNmyJS1btmTZsmVyben4USnuLi1eE05ZWZk1a9bw4cOHP22sLmtsbGzQ19cnLCwMf39/7Ozs2LBhAzVr1qROnTpkZGTQvXt3CgsLsbe3Z/z48Rw5coTZs2fz9OlTWYv/j5HMYdeuXVm4cCGenp4kJibKWqyvQkdHh19//ZWOHTuSm5vLrl27qF+/PiEhIZw6dQo3NzfKlCmDv78/hoaGDBkyBBMTE3x8fNi9e7esxRcREZERyrIWoKTSrVs3unTpQk5ODsuWLSMtLQ2A4OBgDh06xMuXLzl16hROTk5kZGQARU2sz58/D8h37NGPSnF36fv379HQ0MDKyorevXujr68vJK98LjNQHnByciIkJARbW1vq1auHmZkZQ4YM4dixY0BRxur8+fOJj4+nX79+rFmzBlVVVTp37lyirIx/hGRekpKSSEtLo2PHjiVGkXvz5g0RERFCRvSVK1e4dOkSQUFBXLt2jfr161NYWMj8+fO5desWy5Yt4+HDh+zdu1fWoouIiMgQMUbub+Ln50dCQgK9e/cW3pSh6JDftWsXt2/fxs3NjdevX3/2elGJ+/aUKlVK+G9JUL+EzxVLVVVVpUKFCrx8+ZIuXboI2anyqMTZ2toSHByMs7MzBw8exMDAgNKlS0vFTF24cIEpU6ZQvnx5jI2NgaIeo46Ojt9dwdjHjx+zZ88efv75Z1mL8pc4duwYmzZt4t69ezg4OLB//37MzMyIj48HilqP6erqAnDz5k3Cw8PlvlCziIjIf4v49P8NJIHkAQEBHDhwgAEDBuDm5oaOjg55eXls27aNatWq0alTJxlLKgLQqVMnFBUV+fDhAwAjR45k+fLlREdHY2JigrKy8mcVmTdv3hAWFoaHh4dQhkMeFfCBAweycOFCVqxYIbjYbt++zdu3bwWFDYqC5n///XfKli0rBNQXRx4V1H/Cr7/+iqmpqazF+MscP36c5cuX8+jRI1auXEnlypXZvn07PXr0wMjIiHv37n2yVsWYOBGRHxdRkftKatWqJfx38QOvbt26VKxYkT59+uDm5oaenh63bt0iOjoad3f3zx6YIt+OkSNHEhwcjK2tLQBDhgxh3LhxXLhwgVq1ajFmzBhGjRpFqVKlPqvMSZQ/kM/D0snJiYULF7Jv3z7s7OwYOHAgUJRFff36dczMzKReKLKzs0lJSSEzM1NWIn8z3rx5U2ItjSdPniQiIoKHDx8yd+5c2rVrx/v373n27JncuvZFRERkg6jIfQW1a9fm9OnTjBw5EiUlJeFAj42NpVatWrRv357ExERMTEwYPHgwmpqanDt3jqdPn5KSkiJj6X9sNm7cyLVr17C1tcXJyQlDQ0MGDx5McHAwPXr04OLFi/To0eMPlTl5xd7enrlz5zJ48GDs7e2JiopiwYIFWFtbk56eTkBAAGXLlmXcuHEEBgbSv39/Vq5cibKyMtu3b5e1+N+Mkqr0nDx5kiVLlnD//n2CgoKEciol9X5ERET+G8Ss1a9k9OjRTJgwAV9fX1asWEFMTAx16tTB0dFRKN3g7+9Px44dOXbsGAEBAcK14hu0bJCUYdDT02Pu3LmUK1eOChUqMHjwYH7//XegKFbO19eXFi1asH//fsLDw8nNzZWx5H+OmpoaYWFhxMfHs2fPHuFzPz8/PDw88PLyYv369dSsWRMnJye6detGRkYGz58/x9XVVapsjsi35a/uB23btsXHx4cnT57g4eHxH0omIiJSEhEVuT+gUaNG3L59WzjYR4wYwbRp07h37x5ZWVk4Ojry5MkTqQzUefPmoaqqKm64Mubjw7J8+fIEBgbSu3dvwsLChHpqABoaGkyePBkTExNCQ0NZt26dLET+av5MEfhYmYOiuE5NTU3evXsn/Fse4/1+JNq3b4+mpia///47z549o6Cg4Itz26hRI65fvy6+EIqIiHyCWH7kC/Tv35/IyEhiY2Px8fEhLy+PxYsXk5WVxZw5c5g3bx5PnjwBEALhCwoKGDdunIwlFyl+GA4YMIDk5GROnjzJpEmTUFRUpHv37rx48UJot5WZmcmsWbN4/PgxcXFxshT9q5Dcm52dHXXr1iUgIEDqnoOCggAIDQ0lLy+PTZs2kZ+fLyhxIGZNf2t8fX1JTU1lyZIlAAQGBmJhYYG2tjZJSUls3ryZ5cuXk5ub+1llTmJBFq37IiIiHyMqcl9AkuI/aNAgNDU1GTlyJAUFBcTExKCiokJgYCCvX78WOjj80du0yLdFMgf+/v4MGDCAZcuWcePGDd68ecOkSZOYM2eOkPwgUebev38vHLIlxeXYunVrmjRpAnwaNxUUFERBQQERERGkpqZy+PBhGUgoAkU9YVu2bEmpUqXIyMjg/v37tG3bFmdnZ16/fo2Hhwfm5uZoamqyaNGiLypzIMbHiYiIfIroWv0CTZo0wc/Pj8OHDzNixAjOnDmDm5ubcMAPHz6cadOm4efnR1RUlIylFfmYwYMHM3HiRKysrLh586bU4ainp0dwcDAVKlRg586dgjJeUih+H0eOHGHBggVfXINOTk6sXr1atMDJGF1dXYKDgylTpgz3798nKyuLadOmAUWufV9fX1q1asW+ffsEZU5ERETkaxCzVr/A1atXycnJoXXr1gwaNAgjIyMiIyOFwpsRERH4+/szc+ZM+vXrJ2NpRT6mWbNmrFu3jitXrgjNxyW8evWKCRMmkJeXR7169WQk4d9HYpV5//49e/bsoWXLll8cGxsbS35+vlD7UOTbo6CgwOvXr5k0aRIZGRlYW1vTsGFD4fvMzEyCgoI4e/YsXbt2ZdKkSSgri84SERGRr0NU5P6fpk2boqmpiYqKivDZjBkz0NXVpbCwEFdXV7p160ZERISgzEVGRjJ06FB27dolK7FFPqJFixZAUXC4np4e8L/6b4WFhaioqFCvXj1ev36Ni4sL48ePl5msf5WhQ4eyYMECDA0NKVWqFNnZ2ezcuRNzc3Opwr+fQ7TIfXskZWwKCwsxMDAgNTWVsWPHsmfPHqpXr46Li4swJisrixkzZnD37l3KlCnzycuHiIiIyJcQFTnAzMyMgwcPsnLlSmbPnk3t2rUBePToER8+fKBr166cOHECJycnunbtyuLFiwVlbuvWraLFQ07w8/Nj1qxZGBgYkJiYSO3atWnevLnUmBo1auDn54ehoSFv376V67pxTZs2pU+fPvTp04cqVaqQlZVF27ZtWbhwIatXr6Zx48acPn2aiIgI7Ozs0NbWlrXIIv9P8Ri3cePGER4eTosWLUhLS8PX15erV6/Sv39/HBwchGuysrLw9vYWE6ZERET+EqIiR1GMCoCOjg6lSpVi165dBAQE8PPPPzNnzhwcHByoXbs2x44dY9CgQfTv3x9vb2+p3xAtHrKladOmtGzZEj8/P1JSUjh06BDlypXDycmJNm3aAKCvr8/UqVMpW7Yst2/fFq6VxwByOzs71q1bR1BQECtWrGDWrFmcOHGCdu3asWjRIrKzs1mzZg2RkZG0aNGCqlWrCoqcvCqmPxKSNeXn54erqyurVq3ixYsXALx+/ZqJEyfy/PlzrK2tsbe3F67LycmR65cLERER+UNMdvh/bG1tWbhwIaNHj+bNmzc0btyYoUOHcunSJYyMjPDy8mLDhg1AUSLE77//XiIyG38EXF1d+eWXXyhVqhSurq5kZWUBYGJiwtixYwUXa0ZGBoWFhXTv3p28vDy5zTK2t7dn3rx5uLm5ce3aNapVq8batWvZsGEDY8aMEcb16NGDRo0a4e7ujp6eHmvWrMHLy0t2gotI0ahRI5YvX87kyZM5ePCg8Lmkhp+uri6zZ8+madOm+Pv7k5CQIENpRURESipiRO3/s27dOrS0tAgLC8PX15eQkBDWrFmDi4sLSkpKXL16VRgr+W+xqKp8kJ+fj7GxMe/fv6dOnTrC/CQkJHDv3j0qVapEixYtePDgATt27KCgoEBu587MzIywsDA8PT3ZsWMHCgoK3L9/n5UrV9KlSxfKli1LWloaAPv27WPfvn3ExcXh5ubGTz/9RIUKFQTLj8i35eMXAy0tLbS0tLhy5YrUuPz8fFRUVHj9+jW+vr64urqyf//+by2uiIjId4KoyBUjKiqKwsJCZs2ahaamJmFhYcyaNQtlZeXPlgOQR0Xge+dzVrQVK1bw7t07Zs6ciZOTE7/++iv3798H4Pbt29y+fZujR48K4xUVFeV27tLT0wGoW7cu+vr6PHv2DABlZWXS0tI+kVtBQYGUlBSioqL47bffMDY2FizHIt8Wybr09PTk8ePH3L59G2VlZZo0aUJiYiLwvxqFJiYmvH79mhMnTjB79myp70RERET+CqIi9xHR0dEUFhYye/Zs8vPzxZpOcobksGzcuDHq6uq8e/eOW7dusWXLFjQ0NPDx8SErK4tly5YJPXA/Rl4PSwUFBRITE3FwcGD16tVoaWkxceJEevbsiYODA87OzoKiJ0EST5WSksLZs2eFQtYi347iLxe2tra4u7vj4OBAWloa9+7dY+DAgaSmpnLlyhUKCgpQVFTExcWFGzducOLECeF35HVdioiIyDc/TIxckyZNePXqFSkpKcJnfxQjNXjwYGbMmEFYWBjBwcHfSkyRL9CsWTMuX74MwNSpU+nTpw8VKlQgOTmZ5ORkrK2tgaJOHN7e3mzdupWVK1dy9+5dWYr9tzExMWH16tUcOXKEZs2aERAQwOrVq79otTEzMyM6Opp27dpx584dGUgs0qpVK8zNzbl16xarVq0CiuIYp02bxsOHDzl16hTPnz/HxsYGXV1dOnfuLLeWYRERkZLDD2GR69GjB4GBgbx9+5Zr164RExPD9evXpXqkfszy5cvR1NTExMREVORkjJOTExMmTKB79+707dsXR0dHnJycePv2LXXq1GHixIkcPHiQrl27snLlSvLy8pg/fz5PnjwpsYpcQkICtra2rFu3jtOnT7Njxw7gy1abffv20bp1a8GlLPJtadSoEfHx8SgqKgq9bqFoXjIzM7G0tGTo0KE8ePCA58+fM2DAgD/cf0RERES+lh/GIlehQgUqVapEaGgo6enp3LlzBz8/P7Kzs8XNVI4ZNGgQc+fOxcXFhV27drF48WKSk5OZMWMGUGRVbdasGZGRkRw9epQJEyYA0K1bNxITE0v8vHbr1o1169YRHR3NvHnzSE1N/WSMuH7lA0tLS2bNmsWFCxfw9/cnKSlJ6ntNTU2gqCMHiMlSIiIi/w4/TB25Fy9ecPnyZczMzNi9ezdNmjQhLi4OdXV1IW5FRL4wMzNj3rx5DBo0SOieoa+vL9XeqLCwkEuXLrFnzx7q1auHmpoaAAcOHJDbee3YseMnhYq/VDfswIEDQnzc9OnTKVOmzCdjRCXu21K8+Hfx9bVlyxamTZtG06ZNGTRoEDVq1JAa9/79e0GJAzFZSkRE5N9B/k65f5HSpUtToUIFqc8yMjJYvnw5ISEhaGhoEBsbi4qKingYyhlOTk5ER0d/8vnevXspV64cnTt3lvr8wYMHaGpqUqpUKanP5W1ejYyM8Pb2JioqiujoaExNTSlVqhSFhYVf7A6SkJDAsGHDqF69Ou/evfvGEot8jEQBGzx4MOHh4URGRjJ27FigqIzRrFmzMDMzw9XVVVDm5G0dioiIfD98t4qcpaUlsbGxJCYmsmrVKpo1awYUWT7y8vJITEwkLCwMLS0t3N3dZSytSHGcnZ2FjhqzZ88mJiaGAQMGAEWKXH5+Pq6urvTt2xcFBQV0dHQwNTXl/v37n2R1yhsnTpxg4MCBWFhYoKSkxJAhQ1i9ejUaGhpCzNTHKCgoEB8fT58+fcSq/zLExsZGKLjs7+/PxIkTefXqFVpaWgwcOJADBw6goKDA6tWrmT17NqampowZM4ZKlSrJVnAREZHvmu8yRs7W1pZZs2YREhLCkydPmD59OomJiVJV8QFUVVWZMmUKDRs2xNbWlpycHBlJLCLhl19+YdWqVYwYMUJwp06ZMoURI0YwevRoNmzYQL169YSeqmXKlOHZs2coKSnRtWtXuW42rqamRnZ2tvBvdXV1OnXqxNixY9HR0aFnz568evVKjHmTQ5ycnAgJCcHW1pbHjx+zfv16Ro8ezbFjx4CijNX58+fz5s0b+vXrBxRZ7Dp37sygQYPksoOIiIjI98F3p8h16NCBiIgIpkyZwrZt2wBwcXGhWrVqLFu2jFevXgktnKDI/XrixAl+/fVXIiMjZSS1iISyZctSrVo1rly5IhUMPmXKFEaOHMno0aOJi4ujfPnyVKlShTZt2vD06dMS0bGhZs2arF27lhcvXkiVvjE0NGT+/PmULVuWLl26SCl7IrLH1taW+fPnM3jwYHbv3o2xsTHR0dF07NiRp0+fAkUxcL/88guzZs1i0qRJHD58WOo35LUdnIiISMnnu3KtKioqUrVqVZYsWcK+ffuEz83MzOjTpw9Hjhxh7dq1jBs3Tvju3bt3LFiwgJo1a8pCZJGPSEtLo3z58mhra0spZIGBgfz6668sWLAAKysrXr58ycWLF4mMjCQ+Pl5IbJBHJc7e3p7w8HByc3P58OEDgNShfuvWLSZMmEB6ejpBQUFfjJUT+fYMHDiQhQsXsmLFCnbv3g0UdQt5+/YtxsbGwriCggJ+//13ypYti4GBwSe/IypxIiIi/xXflSJXUFDAzp07iY+PJzMzE4CVK1dSs2ZNJk6cyIABA7h16xa9evWiXr16wnU3btxARUUFVVVVWYku8v+0bNmS2bNnU7t2bUA6K1CizM2fPx8HB4dPrpVHd2TLli3x8fFh1KhRLF68mMzMTPT09NDR0ZEad+PGDTZt2kStWrWoXLmyjKQVKY6TkxMLFy5k37592NnZMXDgQKDo5e/69euYmZnRqVMnYXx2djYpKSnC3iMiIiLyLfjuXKvFKVWqFJaWlvz22288fvwYgNq1a3Pq1CkcHBxISEgQxtasWVMspioHKCkpceTIES5evIinp+dnx8yZM4f69esLsUjyjImJCc7Oztja2tKoUSN8fX2pVasW796948qVK3h7ewtjtbS0SEhIYN++fQQEBMhQahF7e3vCwsJwcnJi9+7dQpyml5cXcXFx1KlTR7CyXr58mUuXLuHg4CB0bJDHlwoREZHvk+/KIvcxHz58IC4uTlDioCjg/OzZszx69EhqrKjEfXs+zr5UVlYmPz+fwMBAmjVrxk8//fTZ6yZMmFAilDiAhg0bUr58edTV1YmMjOT+/fvMmjWL3bt38/PPP7N69WphbEZGBgEBAVSvXh1tbW0ZSv1jo6amRseOHRk0aJDgTi3u2rexseHOnTsMHz6cCxcu0LlzZ9zc3Hj37h1du3aV2/qFIiIi3yc/RIsuCSoqKkyaNIl3795x8+ZNWYvzwyOJG2rdujVnzpwRMk7v3r2LkpISrVq14sKFC7IU8R9z9OhRevTowciRI3nw4AFz5szh7du3KCkpcffuXcaOHYuRkZHQPP3Jkyc8efJExlL/uCgoKJCdnc2wYcM++U7SeissLAyA9evXM23aNAIDA9HU1BRqJE0FZwAAFKJJREFU/Mlrwo2IiMj3yQ/x2qihoUHPnj2JiYmhevXqODg4iPW4ZIiamppgcfr555+Jj48nPj6eoUOHUqZMGe7cucOyZcsYPXo0tWrVkrG0/wyJNXjEiBGUL1+et2/fAkVFZU+ePIm+vj5VqlQRxl+/fp0lS5bIfT287xXJy4WdnR3+/v6AtOU4KCiI8PBwQkNDhdqG+fn5UoWaRSVORETkW/LDKHLm5uZkZWVhbGxMXl4eSkpKYiaZDDA1NSUqKooDBw4QEBCAiooKrVq14t69e/Tr14+TJ08yePBg0tPT+e2332jdujVAiXVVvXjxAi8vL3Jzc2nZsiU2NjbCd5mZmdy5c4c3b94A/1MYkpOTZSKryP9o3bo1v/zyC/BpxqlEmYuIiJDKXBURERGRBd91skNxypQpI1hDxIKrssHJyYmAgAA2bdqEiooKlpaWnDx5EmtraxQVFdHU1GTYsGG0aNGCunXrUq1aNU6ePFli4uH+CENDQ9asWUNmZianT5/m1KlT2NvbU6ZMGbp37y6uRzlBUu9NT0+PI0eOsGDBAqKioj471snJidWrV4sWOBEREZnywyhyEsTCnLLB3t6eOXPmMHjwYCFbuFOnTmzatIkhQ4YQHx8vjDUwMKB69eqMHDmSFi1aEBQUxLp162Ql+r9GjRo1cHJyokuXLqSlpfH69Wvc3NzIy8sTXy7kDDU1NQIDA9HW1v5svFxxxJg4ERERWfLDKXIi355y5cpx48YNTpw4gbW1NTk5OSgoKKCtrc3hw4cJCQlh3bp1nyjZZcuWJSwsjLS0NKHH5feAsrIyKioqQr0xURGQPUOHDqVRo0YsXryYe/fu8eHDBzp16kRcXBw2NjafdGoQERERkRdKZuCRSIkiNTWVQYMG0bp1awICAqhYsSKFhYV06tSJypUrc+nSJUA6FklRUZG0tDQ2btxIp06dqFChgoyk//fJy8uTKhorKnHfnqZNm9KnTx/69OlDlSpVyMrKom3btixcuJDVq1fTuHFjTp8+TUREBHZ2dmI5GBEREbnlhyo/IiI79uzZg6urKytXruTt27c8ePCA2bNnM2rUKG7cuPHJeImbsXXr1qSnp0v1xxUR+SfY2dnh6+tLbm4uVapUYe/evfj7+7NmzRp69+6NlZUVa9as4eLFi5QtWxZVVVW0tbVJT08XQzNERETkDtG1KvJN6d27N7GxsQBMnTqViIiIL45VUlJixYoVzJs3T7DaiYj8E+zt7Zk3bx5ubm5cu3aNatWqsXbtWjZs2MCYMWOEcT169KBRo0a4u7ujp6fHmjVrviv3voiIyPeDqMiJfHOMjY3ZuHEjkZGRLFiwgNTUVFmLJPIDYGZmRnR0NJ6enqxfv16wrs2aNYsuXbpgYmJCWlqa1DUGBga4ubnx008/4ebmxosXL2QjvIiIiMgXEGPkRL45hw8fZtCgQbi7u+Pl5UXFihVlLZLID4CkyHLdunXR19cXXKTKysqkpaV9EquooKBASkoKUVFRNGvWTKwZJyIiIpeIipzIv8bnOmV8qXvGnj17BGXO3Nz8P5ZM5EdHQUGBxMREHBwcGDVqlOBG7dmzJw4ODoSGhn7STUPS/SUlJYWzZ8+iq6srC9FFRERE/hDRtSryr1CqVCk+fPgAFFk88vLyePz4MXl5eX8YIN6mTRvOnTsnZm6KfDNMTExYvXo1R44coVmzZgQEBLB69eov1vKTuGTbtWvHnTt3ZCCxiIiIyJcRFTmRf8SMGTOYO3eu0GZqypQp2NjYkJuby+vXr7G3t+fZs2d/+jtiLTWRb0m3bt1Yt24dp0+fxt7eXuj68jnU1dXR19fn/v3731BCERERka9DdK2K/G0MDAzo168f8fHxaGtr06FDB6ysrPDy8sLf35/09HT279+PoaHhn/6WqMSJfEsOHDiAra0tbdq0wcfHh3Llyn12nKKiIllZWaISJyIiIreIFjmRf0S9evWIiIhAWVmZyMhItLS0hN6Uenp6LF68mEaNGtG/f39u3bolY2lFvnc6duxIenq6VLmaP3Ltm5iYsGLFCrZu3cqkSZP+0DInIiIiIo+IFjmRv4UkiSEpKYlhw4aRk5PDwoULKV++vDDm1atXDB8+nGvXrhEXF0ejRo1kJa7ID4CRkRHe3t5ERUURHR2NqakppUqVorCwECUlpc9ek5CQwLBhw6hevTrv3r37xhKLiIiI/HNEi5zIX6Zq1ao8fvwYAHNzcxISEqhWrRrBwcEYGBjQq1cvXr16JYzX0dFhw4YNPHv2DEdHR1mJLfIDoKKiQoUKFQgMDERXV5fs7GxcXFzIzMz8bDLDx9Y6sXODiIhISUNU5ET+Eu3atcPPz48FCxbwyy+/4O7uTrNmzUhJSRHcrKqqqvTu3VvKwqGtrU1GRoZ4SIp8E9TV1enUqRNjx45FR0eHnj178urVqy9mpoqIiIiUVERFTuSr0NXV5fXr11SrVo05c+ZQv359tLW16dOnDzdv3hTG1atXj8jISEqVKkWfPn0+cVeJFg+Rf5vatWujra1Ndna21FoEMDQ0ZP78+ZQtW5YuXbqQnZ0tIylFRERE/hvEGDmRP2Xu3LkMGzYMRUVFHj16xJkzZyhXrhz37t2jVq1aUmOLx8ydOXMGTU1Nqe9FJU7k38TW1pZVq1axdu1aIiIiGDZsmNT3t27dYsKECaSnpxMUFPTFWDkRERGRkoqoyIn8KcePH2fOnDkUFBSgoqLC3r17sbW15fnz5wwdOhRLS0up8UlJSXh4eHDgwAGysrJkJLXI946ZmRmzZ89m3rx52NjYcO3aNTp37vzJuBs3brBp0yZq1apF5cqVZSCpiIiIyH+HqMiJ/Cnbtm0jLy8POzs7li5dSlpaGseOHcPf35+srCwGDRqEmZmZMN7NzY379+/j4eFBQUEBioriMhP5d9HS0sLKyorg4GA2b97MlStXWLt2LWlpabRp04aWLVsKY/Pz81m3bh0VK1bExcVFhlKLiIiI/PuIJ6zIF/m4T6qWlhYGBgZMnjyZypUrc/fuXXx9fcnMzMTV1ZUpU6awZs0axo8fL7TrAsTgcpF/nYyMDMqVKydlYRszZgzt27dn+fLlhIWFsWHDBqnxAQEBVK9eHW1tbVmILCIiIvKfICpyIl9EEs/Wv39/GjVqxNKlS4mLi6NmzZr4+vpSuXJl7t27x+TJk0lKSuKnn34CoGHDhhQUFHyiCIqI/Fuoqqpy7do1WrVqRXR0NNu2baN27dpYWVnRvXt3/P39qVy5spQF7smTJzx58kSGUouIiIj8+4hZqyJ/iLq6Or/99hunT58WAsnd3NwwNzfn4cOHzJgxg+TkZDQ1NSksLCQzMxMQe6eK/PcYGBgwYMAA8vPz6du3LwsWLGDv3r0AlClTht27d7Nx40bCwsKEaypXrkxycrKMJBYRERH59xEtciJSFLeiKSgokJWVhZubGz169MDOzg6AqKgotmzZQrVq1Zg0aRJVqlTh/fv3ghIHYu9Ukf+elJQUFi5cyK+//oqCggJlypQRvsvLy+PNmze8efMG+N+6FpU4ERGR7w1RkRORQuJOdXJyolevXlSoUIFz584RGxtL7969qV+/PgDLli1j8+bNtGrVCmtra1mKLPKDo6KiQnp6Ol27dqVTp040bNiQpUuXoq6uzqpVqwCx7I2IiMj3i+haFfmEunXrcuTIEV68eMH58+dZtGgRGRkZ/9fe/cVUXf9xHH/BoeN2Dkrgpmnq8hxdozAvWLVJGygom560OixacQ5NdnJTrC1rbsqmjFSo1chQ6ICi1kZbK2kKGwvZqQazlmSjPzMzJx6RRmECitY559uF6xi/rF+u4vzh+bhiX78f9t648LXP+/t5f+T1erV37169+eab4XcdDodaW1s50ICIWrBggfbu3avk5GQNDg6qv79fhYWFCgQC3OYAIK4R5PAHkydP1pYtW5SRkaH33ntPmzdv1jPPPKOlS5cqJydHS5YsUV9f35g1/GeJSJsxY4Zmz56tQCCgzz77TIZh8K0mgLhHaxVhy5Yt0/z58zU8PKydO3fqjjvu0NmzZ7Vy5Uo5nU4FAgFNnTpVVVVVslgsY9YS4hBp58+f1yeffKLu7m4ZhqGEhARCHIC4R5CDJCk9PV3r169Xc3OzVq1apd7eXj377LMqKSnRwMCANmzYoA8++EADAwNKSUkZc7ABiEZ8FwdgIqC1ijCbzSan06nS0lK9/fbb+uabbzRt2jSdO3dOjY2Nkq6NI7l69So7cAAARAGCHP4gLy9PBQUFstvtstls8vv9euKJJ8YMU+WbOAAAIo8ghxu6/fbbtXDhQj3//PPKyMiQ1+vV5s2bI10WAAD4HYLcBJKQkCDDMG5qNy05OVklJSWqqanhw3EAAKIMQW6CWL58ue666y7t27dPP/zww99a87+Bj1EOAABEF4LcBHDbbbfJ5/NpZGRECQkJeuutt9Td3a0jR46E3+GbNwAAYk9SpAvAf+/y5cvq7OzUoUOH9P3332vFihXyer1699131dXVpYMHDxLiAACIQcyRmwCGhobU1tamyspKnTlzRmVlZcrKytLkyZNVU1Ojw4cPy+FwaM6cOZEuFQAA3ASCXJxKSrq22ZqYeO1P/M4778jn88nhcEiS+vv7tXDhQr3//vs6d+6cnn76aXV1dSk3NzdiNQMAgJtDazUO5eTkaNGiRaqtrdWFCxckScFgUL29vXrwwQfl9XrV0dGhwcFBlZaWamRkRJmZmcrMzJTP54ts8QAA4G9jRy4O5eXlyeFwaPXq1br11lvDz6uqqpSSkqKBgQFdunRJLpdLIyMjkqRjx47J6/UqGAzKZDJFqHIAAHAzCHJxqKysTG1tbVq+fLk8Ho9SUlIkXZsj19LSopMnT8rj8WhwcPCG6xkxAgBAbCDIxZnfdtPKy8vV3t6ugoICeTwepaamKhAIqLm5WXPmzFF2dnaEKwUAAP8UQS4O2Gy28M+GcX0s4Pz58zV9+nStWLFCHo9HU6dO1YkTJ9TQ0KA1a9Zo5syZkSgXAAD8SwhyMc5ut+vjjz/WunXrZDKZwvPg9u/fL5vNpkWLFqmjo0P5+flavXq1rFarPv30U50/f159fX0Rrh4AAPwTnFqNcadOndILL7ygTZs26dKlS9q3b58aGxtls9nkcrnU19eniooKJSYmKj8/XxaLReXl5Tp8+LCk6/evAgCA2MMVXTHq7rvv1smTJ/Xzzz9LktauXautW7fqu+++0+joqFwul/x+/5j7UV9++WVNmjRJpaWlkSwdAAD8S2itxiCn0ymfz6ft27eHB//u3r1bGzdulN1uV1tbm/x+v6RrJ1B/Gwq8YcMGQhwAAHGE1moMSktLkyS53W5ZrVatW7dOoVBIjY2NMpvNqqio0ODgoLxeryQpFArRQgUAIA4R5GLQ0aNH1dHRIZ/Pp7Vr16q+vl4ej0ehUEivv/66EhMTVVFRIcMwVF9fL0mEOAAA4hCt1RjU09Ojq1ev6r777pPb7VZWVpbq6urCLdTa2lpt2bJF27dv18qVKyNcLQAA+K8Q5GLAPffcI6vVKrPZHH62bds2paWlyTAMlZSUKC8vT7W1teEwV1dXp6eeekotLS2RKhsAAPzHCHJRbtWqVTpy5IgOHDigyspK2e12SVJvb69++eUX5ebmqrOzU8XFxcrNzdXu3bvDYe7gwYPcnQoAQBwjyEU5i8UiSUpNTdUtt9yilpYWlZeX695779WLL76ooqIi2e12ffTRR3K73XI6nXruuefG/A7uTgUAID5x2CHKNTU1SZJ27typhoYGtba2KiMjQ3v27NHx48c1ffp0ZWZm6tSpU+rq6tKSJUv05ZdfRrhqAAAwHtiRiwFNTU3atGmTqqurNWvWLL300kvKzs7W8ePHdfToUfX09ITf7enpUSgUop0KAMAEwI5cjKivr5dhGNqxY4esVquqq6u1Y8cOJSUlhW93+D3aqQAAxD+CXAxpaGiQYRiqrKxUMBjUa6+9dsMQBwAAJgaCXBRYsGCBfvzxR/X19YWf/dlNDHv27JFhGNq2bZssFouqqqrGs1QAABBFEtLS0hj5H0HLli1TRUWFLl68qC+++EKNjY366quvwnekhkKhG65bv3698vPz5XA4xrliAAAQLQhyUWDatGmaMWOGXnnlFQ0PD+vbb79VWVmZrly58pdhDgAATGwEuSiSnJysxx9/XE6nU1euXNFjjz2m0dFRwhwAALghglyEFBYW6vLlyzp06JCk69/EJSUlKScnRxs3btSFCxdUVFTEgQYAAHBDzJGLALfbrZqaGo2OjoafGYahxMREBQIBdXR0qLq6WsnJyVqzZk0EKwUAANGMIDfOiouLVVVVJY/Ho/b29jH/9lv7NBQKqb29Xd3d3Vq8eLEmTZoUiVIBAECUo7U6jvLy8tTU1KTi4mK1trZq3rx5evjhh3XnnXfqzJkzam1t1bFjx8LvT5kyRZ2dndq1a5fq6uoiWDkAAIhG7MiNE5PJpPT0dJ09e1bp6emaN2+eDhw4oPvvv19ms1mPPPKItm7dqoceeij8/tDQkF599VXNnTs3ssUDAICoRJAbJ8FgUPv371ddXZ0KCgr04Ycfqq2tTU8++aTcbreWLl2qQCAgl8sVfl+Svv76a5nNZtqrAADgD2itjrMpU6aoqKhIs2fP1q5du+T3+8MnVrOystTc3KwHHnhAJ06cCK+ZO3euTp8+HcGqAQBANOKKrnE2NDSkN954QzNnzpTf75ek8FVcaWlp+vzzz9Xf3z9mDSEOAADcCK3VCBgeHh6z4yZJZrNZhYWFOn36tC5evBihygAAQCxhRy7CrFarsrOz5XK5NGvWLOXk5Ei6PiAYAADgz7AjF2EWi0WPPvqoAoGAFi9erGAwKJPJRIgDAAD/F4cdokBqaqp++uknGYYhk8kUPrEKAADwVwhyUYR2KgAAuBm0VqMIIQ4AANwMghwAAECMIsgBAADEKIIcAABAjCLIAQAAxCiCHAAAQIwiyAEAAMQoghwAAECMIsgBAADEKIIcAABAjCLIAQAAxKhfAb/0cWIw7j2yAAAAAElFTkSuQmCC", + "image/png": "iVBORw0KGgoAAAANSUhEUgAAAnIAAAHWCAYAAADzS2TwAAAAOnRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjEwLjAsIGh0dHBzOi8vbWF0cGxvdGxpYi5vcmcvlHJYcgAAAAlwSFlzAAAPYQAAD2EBqD+naQABAABJREFUeJzs3XVYFO3XwPHv0imhoqDYPnY3dmGCgYGKrSiKDbaimIid2N3d2N2Fj93dgYFF7fsHL/NjRR/b3dXzuS4v2dmZ4dzM7MzZe+5Q2dvbqxFCCCGEEHrHQNsBCCGEEEKI7yOJnBBCCCGEnpJETgghhBBCT0kiJ4QQQgihpySRE0IIIYTQU5LICSGEEELoKUnkhBBCCCH0lCRyQgghhBB6ykjbAeg7R0dHIiIitB2GEEIIIf4wVlZWPHjw4D/XkUTuBzg6OnL27FlthyGEEEKIP1TOnDn/M5mTRO4HxNfE5cyZU2rlhBBCCPHTWFlZcfbs2S/mF5LI/QQRERG8fv1a22EIIYQQ4i8jnR2EEEIIIfSUJHJCCCGEEHpKEjkhhBBCCD0liZwQQgghhJ6SRE4IIYQQQk9JIieEEEIIoackkRNCCCGE0FOSyAkhhBBC6ClJ5IQQQggh9JQkckIIIYQQekoSOSGEEEIIPSWJnBBCCCGEnpJETgghhBBCT0kiJ4QQQgihpySRE0IIIYTQU5LICSGEEELoKUnkhBBCCCH0lCRyQgghhBB6ShI5IYQQQgg9JYmcEEIIIYSeMtJ2AN8jTZo0FCtWjNSpU2NhYcHTp085c+YMx44d48OHD9oOTwghhBDit9CrRK5OnTq0adOGvHnz8vjxYx4+fMj79++xs7MjXbp0fPjwgRUrVjBu3Dju3r2r7XCFEEIIIX4pvUnkdu3aRVRUFIsXL6Zp06bcv39f430TExMKFSpErVq12LFjB/7+/qxbt05L0QohhBBC/Hoqe3t7tbaD+Bply5Zl165dX7WunZ0dadKk4fTp0780Jmtra27evEm6dOl4/fr1L/1dQgghhPh7fG2OoVc1cl8rPDyc8PDwXxiNEEIIIYT26WWv1dy5c5MtWzbldZUqVZg/fz59+/bF2NhYi5EJIYQQQvw+epnIjR49mkyZMgGQNm1apk+fztu3b3F3d2fAgAHaDU4IIYQQ4jfRy0QuY8aMnDlzBoAaNWpw6NAh2rRpg6+vL25ublqO7vc7deoUz549S/RvxIgRn1w/S5YszJkzR9muTZs2idbp3Lkz27dv59atW1y8eJH58+crybMQQgghdINeJnIqlQoDg7jQS5cuzbZt2wC4d+8e9vb2X70fAwMDevXqxcmTJ7l79y7Hjx+nW7duvyTmX6lChQpky5ZN+Ve7dm0A1q5d+8n1LSwsuHnzJoGBgTx8+PCT67i4uDBz5kxcXV3x8PDAyMiIFStWYGFh8cvKIYQQQohvozedHRIKCwujW7du7NmzBxcXF/z8/IC4x6xPnjz56v106tSJ5s2b0759ey5evEjevHmZOHEir1+/Ztq0ab8q/J/u2bNnGq87derE9evXOXDgwCfXP3XqFKdOnQKgf//+n1ynXr16Gq99fX25fPkyefLk4dChQz8haiGEEEL8KL1M5Hr37s3UqVOpWrUqo0eP5saNGwC4u7tz9OjRr95PoUKF2Lx5s1Kjd+fOHTw8PMifP/8vift3MDY2pm7dukyZMuWn7jdJkiQA0htYCCGE0CF6mcidP3+ekiVLJloeEBBATEzMV+/n2LFjNGnShIwZM3Lt2jVy5MhBkSJF6Nev388M97eqWrUqNjY2LF68+KftU6VSMWTIEA4fPszFixd/2n6FEEII8WP0MpFLyNLSUmkvF+9rB+cdO3Ys1tbWHD58mJiYGAwNDRkyZAgrVqz45PomJiaYmpoqr62srL4/8F/Ey8uL7du3f7bt2/cIDg4mW7ZsVKtW7aftUwghhBA/Ti8TuTRp0hAUFETx4sUxMzNTlqtUKtRqNQ4ODl+1n5o1a1KnTh28vb25ePEiuXLlYsiQITx8+JAlS5YkWr9z58706NHjp5XjZ0udOjWlS5emadOmP22fQUFBuLq6Ur169UTTogkhhBBCu/QykQsJCUGlUtGxY0eePHmCWv19s4wNHDiQcePGsXr1agAuXLiAs7MznTt3/mQiN3bsWI22Z1ZWVpw9e/b7CvELNGzYkCdPnrB169afsr+goCCqVauGu7s7t2/f/in7FEIIIcTPo5eJXI4cOShfvjxXr179of2Ym5sTGxursSwmJgaVSvXJ9SMjI4mMjPyh3/mrqFQqGjZsyNKlSxO1E5w8eTIPHjxg0KBBQFyHiCxZsgBxj4sdHR3JmTMnb968UTqOBAcH4+HhgZeXFxEREUot56tXr3j//v1vLJkQQoiv5ejoSEBAAOXLl8fc3JwbN27QoUMHwsLCPruNiYkJ/v7+1K1bFwcHBx49ekRwcDCLFi0C4oayKlGiRKLttm7dSoMGDX5VUcRX0stE7tSpU6RKleqHE7ktW7bQtWtX7t69y8WLF8mdOzc+Pj7KyatPSpcujbOzMwsXLkz0XqpUqTQS1pQpU7Jnzx7ldYcOHejQoQP79++nRo0aALRo0QKA9evXa+zL19f3p3akEEII8XPY2NiwadMm9u/fT/369Xn69CkZMmTgxYsX/7ndrFmzSJ48uTJ0VYoUKTTanjdt2hQTExPltZ2dHXv37mXdunW/qijiG6js7e2/77mkFqVLl45Ro0axfPlyLly4QFRUlMb758+f/6r9WFlZ0atXL6pVq0ayZMl4+PAhq1atIjg4ONE+P8Xa2pqbN2+SLl26r+5gIYQQQvwK/fv3p3DhwlSvXv2rtylXrhwzZswgf/78X0z44rVp04ZevXqRPXt23r59+53Rii/52hxDLxO5ggULMnXqVNKkSaMsU6vV39zZ4UdJIieEEEJXHDx4kJ07d+Lk5ISLiwsPHjxg1qxZzJ8//7PbBAcHkzFjRsLCwqhXrx5v3rwhNDSUYcOGfbYZzb59+zh27Bhdu3b9VUURfH2OoZePVsePH8+ZM2fw9vbm8ePH393ZQQghhPhTpE2blubNmzNlyhTGjBlDvnz5GDZsGFFRUZ/swBe/TZEiRXj//j1NmjTB3t6e4OBg7O3t6dChQ6L18+fPT/bs2enUqdOvLo74SnqZyKVOnZpGjRopDfOFEEKIv52BgQFhYWEMHjwYgDNnzpAtWzaaNWv22UTOwMAAtVpNmzZtlFqffv36MXv2bPz9/RPVyjVq1Ihz585x8uTJX1sY8dUMvryK7tm3bx85c+bUdhhCCCGEznj06BGXLl3SWHb58mVSp079n9s8ePBA49Hd5cuXMTAwwMnJSWNdCwsLateuzYIFC35u4OKH6GWN3JYtWxg8eDDZsmX7ZGeH0NBQLUUmhBBCaMeRI0fIlCmTxrKMGTNy586d/9zG3d0dS0tL3rx5o2wTExOTaBD4GjVqYGJiwvLly39+8OK76WVnhydPnnz2PensIIQQ4m+UL18+Nm/eTFBQEGvWrCF//vyMGTOGrl27KlNP9uvXD0dHR9q1awfETXN56NAhjh8/TlBQEPb29owdO5aDBw/SpUsXjf1v2LCBBw8e0Lp1699etr/R1+YYevloNXny5J/997uSOCGEEPrJ0dGRkJAQrly5wt27d9m3bx958+b97PopUqRg6tSpHDlyhCdPnjBkyJBPrpckSRJGjBjBuXPnuH//PkeOHKFChQq/qBSJnTp1iiZNmlC7dm3279+Pn58fffr00Zg/PEWKFKRKlUp5/ebNGzw8PLCxsWH79u1MnTqVLVu20KtXL419Z8qUiWLFin1yrFKhXXr5aFUIIYT4Ht8zaK6JiQnPnj1j9OjRtG3b9pPrGBsbs2rVKp48eULz5s158OABzs7OvHz58heV5NO2bt36n9M0+vr6Jlp25coVPDw8/nO/V69eJWnSpD8cn/j59CaRq1WrljIn6pc4OTmROnVqjh49+ouj0n0WFhZYWlp+83Zv3ryRgR6FEH+cTp06ce/ePY2hNb40l/SdO3fo3bs3EDen9ac0atQIW1tbKleuTHR0tLKdEL+a3iRyzZs3p3v37ixatIgtW7Zw+fJljfetra0pUqQIdevWpUyZMjLGzf/LlSsXRYoU+ebtjhw5wpEjR35BREIIoT2VK1dm586dzJo166sHzf3a/R4/fpwRI0ZQpUoVnj17xsqVKxk3blyiOb2F+Jn0JpFzd3encuXKtG7dmn79+vH27VseP37Mhw8fsLW1xcHBgWfPnrFkyRJKlCjxnx0i/iZnzpzh+vXriZbXqFEDCwsL3r59y9q1axO9H997SQgh/iTfM2ju10iXLh3Ozs6sWLECT09P0qdPT3BwMEZGRgQHB//EEgihSW8SOYgbViQ0NBR7e3uKFi1K6tSpMTc359mzZ5w5c4Z///33j5zlwbr1vB/a/lOTrKjNTgNRqM1teF9zVKL3DQHr7/x9r6c3+c4thRDa1r17d3r06KGx7MqVKxQtWvST6xsZGdG5c2c8PT1xdHTk6tWrDBw4kJ07dyrrFCtWDF9fX/LmzUvKlClp3LgxmzZt+qXl+JzvGTT3a6hUKp4+fUqXLl2IjY3l9OnTODo64uvrK4mc+KX0KpGL9/z5c61dBPSNOZFYqKISLTdArfyfVJW49u2t2ph3mPzy+IQQuufChQvUrl1beR3f5utT+vTpQ926dencuTNXrlyhXLlyzJs3jypVqnDmzBkgrq3uuXPnWLRoEfPm/dgX0x/1uUFz3dzcfni/0dHRGo9RL1++TMqUKTE2Nk403qkQP4teJnLi62UxekI+4weffd9cFY272YVEy09FORIWneoTWwgh/nTR0dE8fvz4q9atV68eo0ePZvv27QDMnj2b0qVL0759e6WH544dO9ixY8cvi/dbfM+guV/j6NGjeHh4oFKplCdDGTNm5OHDh5LEiV9KErk/3KXo5NyJsf3m7d6qjX9+MEIIvZAhQwbOnTvH+/fvOXbsGIMGDeLevXufXNfExCTRfJzv37//rk5Wv0NISAibN2+mS5cuyqC5TZo0oWvXrso6Hw+aCyjTQlpZWZE0aVJy5sxJVFSUUrs3a9YsWrVqxbBhw5g+fToZMmSgS5cuTJ8+/fcWUPx1JJH7w73DhHdqeUQqhPg6J06cwNfXl6tXr5IiRQq6d+/Oxo0bKVGiBBEREYnW37lzJ+3atePQoUPcuHGD0qVLU61aNQwNDbUQ/ZfFD5rbr18//Pz8uH379hcHzQXYs2eP8nPevHmpW7cut2/fJl++fADcv3+fOnXqMGTIEPbu3cuDBw+YNm0a48aN+z0FE38tvZyiS1f8rim6frSzw+8mnR1+DhkDUOiCJEmScPr0afr27fvJUf2TJk3K2LFjqVSpEmq1mps3b7Jnzx4aNmz4ycnanz17ptXODkLoi6/NMfS6Rs7Y2Ji0adNy48YNYmJitB2OED+VjAEodMGrV6+4du0aGTJk+OT78YmZqakp9vb2PHjwgICAAG7duvWbIxXi76SXiZy5uTnDhw/H09MTgMKFC3Pr1i2GDx/OgwcPpCpb/BFkDEChCywtLUmXLh3Lli37z/U+fPjAgwcPMDIyonr16p88N4V2JU2a9Lum2Xr27BnPnj37BRGJn0EvE7l+/fqRM2dO3N3dNS4ue/bsoXv37pLIiT/C27dvP/mINH54g9jYWBn4Wvx0AwcOZMuWLdy5c4eUKVPSs2dPYmJiWLlyJQCTJ0/mwYMHDBo0CIACBQrg6OjImTNncHR0pEePHhgYGDB+/Hhln5aWlqRPn155nSZNGnLmzEl4ePhnO1GIxH60mU05k4s4GiZu5/glD2KsCI3M+l2/U5ra/Hp6mchVrVqVVq1acfz4cY3lFy9e1LhYCCGE+DZOTk5Mnz4dOzs7nj17xuHDh6lUqZJSI5MqVSqNsdJMTU3p3bs3adOm5c2bN2zfvh0fHx9evXqlrJM3b17WrVunvB4yZAgAixcv/uQk7uLXOBLpjJ3Bu2/eLjzW/BdEI34WvUzkkiZN+smaCAsLiz9yZgchhPhdWrdu/Z/v16hRQ+P1wYMHcXFx+c9tDhw48F2P9MTPFY4l4bHf3oFK6DYDbQfwPcLCwnB1dVVexydvjRs35tixY9oKSwghhBDit9LLGrnBgwezbNkysmTJgqGhIW3atCFLliwUKlQId3d3bYcnhBBCCPFb6GWN3JEjRyhdujSGhoZcuHCBsmXL8vTpUypXrszp06e1HZ4QQgghxG+hl4kcwM2bN+nSpQsVK1bExcWFtm3bcuFC4jlDhRDa0b17d2XYgvh/hw8f/uz6WbJkYc6cOZw6dYpnz57Rpk2bROsUK1aMhQsXcu7cOZ49e0bVqlV/ZRGEEELn6W0iB5AsWTKyZs1K9uzZNf6JP8e3JgMA7u7uHD58mHv37rFv3z4qVKig8f7H+4v/J73nfr4LFy6QLVs25d9/JV4WFhbcvHmTwMBAHj58+Nl1zp07R/fu3X9VyEIIoVf0so1cnjx5mDRpEv/88w8qlUrjPbVajYODw1fvy9HRkYCAAMqXL4+5uTk3btygQ4cOhIWF/eSoxfe6cOECtWvXVl5HR0d/dt1ChQoxffp0Bg0axNatW/Hw8GD+/PmULVuWixcvApAtWzaNbSpUqMC4ceNYv379rynAZ3Tv3p0ePXpoLLty5QpFixb97Dbu7u74+/tjb2/PkydPuH37Ntu3b9fYZ+3atXFyciIqKorTp08zZMgQTpw48cvK8V+io6N5/PjxV6176tQpTp06BUD//v0/uc6OHTvYsWPHT4tPiIRkWjyhj/QykRs/fjzXrl2jU6dOPH78+LuHHLGxsWHTpk3s37+f+vXr8/TpUzJkyMCLFy9+bsDih3xLMtCmTRt27NjBxIkTARg2bBhlypShVatW+Pn5ASTaV5UqVdi/f79WphT6niQ1NDSUW7dukSVLlkRJ6rVr1+jRowc3b97EzMwMHx8fVqxYQcGCBbUyMnuGDBk4d+4c79+/59ixYwwaNEgGgBW/1I8MmlvI6DY5jb/uWpPQ2SgHjkWn+a7fKQPmih+ll4lcunTpaNasGTdu3Pih/XTq1Il79+7RoUMHZdnt27d/NDzxk31LMlCoUCEmT56ssWznzp2ffaSXPHlyKlasSPv27X963F/je5LUPXv2YGVlxc2bN7G1tdVIUuNH34/Xr18/GjduTI4cOdi7d+9Pj/+/nDhxAl9fX65evUqKFCno3r07GzdupESJEkREfPvo8kL8at87CqmMXiq0SS8Tub1795IzZ84fTuQqV67Mzp07mTVrFi4uLjx48IBZs2Yxf/78T65vYmKCqamp8trKyuqHfr/4sm9NBhwcHBINFv3kyZPPPm739PQkIiKCDRs2/JL4v+RXJqnGxsY0adKEly9fcvbs2Z8e+5ckfAR6/vx5Tpw4wenTp6lRowYLFy787fEI8SXnolNyI+bbBy5+qzb+BdEI8XX0MpHr1KkTkyZNImvWrFy8eJGoqCiN90NDQ79qP2nTpqV58+ZMmTKFMWPGkC9fPoYNG0ZUVBRLlixJtH7nzp0TtWkSv9avTgYaNWrEihUr+PDhww/v61t9b5Jqa2urLPtUkurq6sr06dOxsLDg0aNHeHh48Pz5819dnC969eoV165dI0OGDNoORYhPeocJ79Qm2g5DiG+il4lcoUKFKFKkSKLeiPBtnR0MDAwICwtj8ODBAJw5c4Zs2bLRrFmzTyZyY8eOZcqUKcprKysrrdR0/M2+lAw8fvyY5MmTayxLnjz5Jx9fFi1alMyZM9OyZctfEuuX/Kokdf/+/ZQpU4akSZPSuHFjZs6ciaurK0+fPv0ZYX83S0tL0qVLx7Jly7Qah/gxSZMm/a7ptuJ7hwshfi69TOSGDx/O8uXLGTly5CfnXP1ajx494tKlSxrLLl++jJub2yfXj4yMJDIy8rt/n/hxX0oGjh07RqlSpZg6daqyrEyZMp+cus3Ly4uwsDDOnTv3y+L9Fl+bpCasgf5Ukvr27Vtu3LjBjRs3OH78OEePHsXLy4uxY8f+yvATGThwIFu2bOHOnTukTJmSnj17EhMTo7Tjmzx5Mg8ePGDQoEFA3KPgLFmyAHHNGBwdHcmZMydv3rxRmlFYWlqSPn165XekSZOGnDlzEh4eLp0ovsGPdAgoZ3IRR8Nvb+P4IMaK0Mis3/U7pUOAEJ+nl4mcvb09U6ZM+aEkDuJmiMiUKZPGsowZM3Lnzp0f2q/4eb41GZg6dSrr16+nXbt2bNu2jVq1apE3b166dOmisV9ra2vc3d0/O8yFNnxtkpqwJu9zSWpCBgYGmJj8/sdFTk5OTJ8+HTs7O2X8v0qVKim1MqlSpSI2NlZZP2XKlOzZs0d53aFDBzp06MD+/fuVidrz5s3LunXrlHWGDBkCwOLFi2UcwN/kSKQzdgbvvnm78FjzXxCNEEIvE7kNGzZQokQJbt68+UP7CQkJYfPmzXTp0oU1a9aQP39+mjRpQteuXX9OoOKHfWsycOzYMby9venTpw99+/bl+vXrNG7cWBmeI16tWrVQqVSJenn+Tt+bpEZFRXHr1i2KFSumkaRaWFjQtWtXQkNDefjwIUmTJqVly5Y4Ojqydu3a316+1q1b/+f78clZvDt37nzxkd2BAwe+67Ge+HnCsSQ89tvHWhNC/Bp6mchdu3aNfv36UbRoUc6fP59o7K1p06Z91X5OnTpFkyZN6NevH35+fty+fZs+ffqwYsWKXxG2+A7fmgwArFu3TqPW5lPmzZvHvHnf/3jpZ/jeJDUoKIgqVarw9OlTjSQ1JiaGzJkz4+npib29PeHh4Zw6dYrq1asnakIghBDiz6CXiZyXlxdv3rzBxcUFFxcXjffUavVXJ3IAW7duZevWrT87RCG+6HuT1GTJkmFlZUVERITGrA4fPnygadOmPz1OIYQQuksvE7n8+fNrOwQhhBBCCK0z0HYAQgghhBDfolOnTjx79kzp8PQp1atXZ8eOHVy/fp3bt2+ze/du6tWrp7HOxIkTlaFx4v/p2xBJelMjN2jQIIYNG8bbt2+Vxt+f069fv98UlRBCCCF+p3z58tG0adMvjuMaHh7O6NGjuXLlCpGRkbi6ujJhwgSePHnCrl27lPW2b9+uMVWnNgaI/xF6k8jlypULIyMj5WchhBBC/F0sLS0JCQmhS5cuXxxh4sCBAxqvp02bhqenJ0WLFtVI5CIjI796zmtdpDeJXM2aNT/5sxBCCCH+DiNGjGDbtm3s2bPnm4cKK1WqFJkyZSIwMFBjefHixbl48SIvX75k3759DBkyhPDw8J8Z9i+ll23kxo8f/8kJ6y0sLBg/frwWIhJCCCHEr1SrVi1y5879xeZVCVlbW3Pr1i0ePnzI4sWL6dmzJ7t371be37FjB+3ataNWrVoMHDgQFxcXli1bhoGB/qRH+hNpAp6enpiZmSVabmZmRv369bUQkRBCCCF+FScnJ4YOHUqbNm2+qQ1bREQEZcqUoUKFCgwZMoTBgwdTvHhx5f3Vq1cTGhrKhQsX2LRpEw0aNCB//vyUKFHiVxTjl9CbR6sQl1kDqFQqrKysNA6mgYEBFStW1PrE4EIIIYT4ufLmzYuDg4NG2zYjIyNcXFxo1aoVjo6OGgOox1Or1cpczWfPnuWff/6hc+fOidrPxbt16xZPnz4lffr07N2799cU5ifTq0Tu+vXrqNVq1Go1R48eTfS+Wq0mKChIC5EJIb6FhYUFlpbfPs3TmzdvePv27S+ISAihy/bu3atRkwZxQ4dcuXKFcePGfTKJ+5QvzT3t5OSEvb09jx49+qF4fye9SuRq1KiBSqVizZo1NGvWTKMxYmRkJHfv3uXhw4dajFD8TpIMaJd16++f4qyQ0W1yGn97L7GzUQ4ci07zXb/z9fQm37WdEEL7IiIiEs2Z/ebNG54/f64s/3h+6s6dOxMWFsaNGzcwNTWlQoUK1KtXDz8/PyCuB6y/vz8bNmzg0aNHpE+fnoCAAK5fv87OnTt/bwF/gF4lcgcPHgTixpC5e/eulqMRP4MkA38n9W/eTgjx5/t4fmoLCwtGjBiBk5MT79+/58qVK7Rt25Y1a9YAcfNT58iRA09PT2xsbHj48CG7du1i2LBhREZGaqkU306vErl4ksQJ0I9k4EcS1c9RmZ0GolBZ2v30/f+uRPVcdEpuxCT95u3eqo1/QTRCCH308XzUH78eOnQoQ4cO/ez279+/p27dur8ktt9JLxM5IUCSAX32DhPeqT/fTkXXNW/enObNm5MmTVzN7sWLFwkODmbHjh2fXH/t2rWf7AW3detWGjRoAMS194n/Od6OHTsSTSkkhBAJSSIn9Ja+JwNCf92/f5/AwECuX7+OSqXC09OTBQsWUKZMGS5dupRo/aZNm2o0sLazs2Pv3r2sW7dOYz19nypICPH7SSInhBDfaMuWLRqvhwwZQvPmzSlYsOAnE7kXL15ovK5Vqxbv3r1j7dq1Gsv1faogIcTvp5cDAgshhK4wMDCgVq1aWFhYcPz48a/axsvLi1WrViXqPR0/VdCRI0cYOXIkdnZ2vyJkIcQfRC9r5JInT05gYCClSpUiWbJkqFQqjfcdHBy0FJkQ4m+RLVs2QkNDMTMz482bNzRp0uSTtXEfy58/P9mzZ6dTp04ay3fs2MGGDRu4desW6dOnp2/fvixbtoxKlSp99RhZQoi/j14mchMnTiR16tSMHDmSR48eoVbLoARCiN/r6tWrlClThiRJkuDu7s6kSZNwd3f/YjLXqFEjzp07x8mTJzWWr169Wvn5woULyjolSpTQmxHmhRC/n14mckWLFqVatWqcPXtW26EIIf5SUVFRytQ/p0+fJl++fHh7e9OtW7fPbmNhYUHt2rUZNmzYF/evj1MFCSF+P71sI3fv3r1Ej1OFEEKbDAwMMDU1/c91atSogYmJCcuXL//i/vRxqiAhxO+nl4lc79696d+/P87OztoORQjxF+rXrx/FihXD2dmZbNmy0a9fP4oXL86KFSuAuKmC+vXrl2i7Ro0asWnTJo3pBSFuqqABAwZQsGBBnJ2dKVWqFPPnz9e7qYKEEL+fXj5anTlzJubm5pw4cYJ3794RFRWl8X6mTJm0FJkQ4m+QLFkyJk+eTIoUKXj16hXnz5+nbt267N69G0g8VRDEXZeKFSuGh4dHov39KVMFCaEtf/Pc23qZyPXp00fbIQgh/mIf9zj92MdTBUFc54ikST89E8mfMlWQENqSK1cuihQp8s3bHTlyhCNHjvyCiH4fvUzklixZou0QhBBCCPET/cjc0TeI5NH7qETLK5pewVwVzTu1Eds+ZE70/tvcubHO3f67fufvmpv6S/QykYO4hsXVqlXjn3/+AeLmOty8ebOMtySEEEKIv4ZeJnLp06dnyZIlODo6cvXqVSDuUcf9+/fx9PTk5s2b37XfTp060b9/f0JCQuTxrRBCCKEnshg9IZ/xg8++b66Kxt3sQqLlp6IcCYtO9StD++X0MpEbNmwYN2/epFKlSsochnZ2doSEhDBs2DAaNGjwzfvMly8fTZs2lbHphBBCCD1zKTo5d2Jsv3m7t2rjnx/Mb6aXiZyLi4tGEgcQHh5OYGAgmzZt+ub9WVpaEhISQpcuXejatetPjFQIIYQQv9o7THinNtF2GFqhl+PIRUZGYmVllWi5paVloqFIvsaIESPYtm0be/bs+RnhCSGEEEL8FnqZyG3dupUxY8ZQoEABZVnBggUZNWoUoaGh37SvWrVqkTt3bgYNGvTFdU1MTLC2tlb+fSqZFEIIIYT4XfTy0WrPnj2ZPHkyoaGhSg2ckZERoaGh9OrV66v34+TkxNChQ/Hw8ODDhw9fXL9z58706NHju+MWQgghhPiZ9DKRe/XqFV5eXmTIkIHMmePGhbl8+bIygfXXyps3Lw4ODuzatUtZZmRkhIuLC61atcLR0VFjOJOxY8cyZcoU5bWVlZV0jhBCCCGE1uhlIhfv+vXrXL9+/bu337t3L8WLF9dYNnHiRK5cucK4ceMSjUkXGRkp0+UIIYQQQmfoTSI3aNAghg0bxtu3b7/Ynu1Tk1V/SkREBBcvXtRY9ubNG54/f55ouRBCfI2/ec5HIcTvpzeJXK5cuTAyMlJ+FkKIX+VHpgoqZHSbnMaPv3m7s1EOHItO892/V1emCxJC/F56k8jVrFnzkz//bJ+a7FoIIb6W+jdvJ4T4u+lNIpfQ+PHj6d27NxERERrLLSwsGD58OB07dtRSZEKIv9256JTciEn6zdv9CSPMCyF+P70cR87T0xMzM7NEy83MzKhfv74WIhJCiDjvMOGZ2vKb/73j7xyVXgjxY/SqRs7a2hoAlUqFlZWVxthvBgYGVKxYkadPn2orPCGEEEKI30qvErnr16+jVqtRq9UcPXo00ftqtZqgoCAtRCaEEEII8fvpVSJXo0YNVCoVa9asoVmzZoSHhyvvRUZGcvfuXR4+fKjFCIUQQgghfh+9SuQOHjwIQL58+bh7966WoxFCCCGE0C69SuTiOTs74+zs/Nn3Dx069BujEeLXMCcSC1VUouUG/z9QhQFqkqreJHr/rdpYGs4LIcRfQi8TuXXr1iVaplb/bxQmBweH3xmOEL9EFqMn5DN+8Nn3zVXRuJtdSLT8VJQjYdGpfmVoQgghdIReJnIZMmTQeG1sbEzu3Lnp1asXQ4YM0VJUQvxcl6KTcyfG9pu3k/HIhBDi76GXidzr168TLdu9ezeRkZEMGjSI8uXLayEqIX6ud5jwTi2PSIUQQnyeXg4I/DlPnjwhU6ZM2g5DCCGEEOK30MsauezZs2u8VqlUpEiRgk6dOnH27FktRSWEEEII8XvpZSK3Z88e1Go1KpVKY/nx48dlnlUhhBBC/DX0MpHLly+fxuvY2FiePXumMWWXEEIIIcSfTi8TORkMWAghhBBCTzs7DBs2DG9v70TLW7VqJcOPCCGEEOKvoZeJnJubG0eOHEm0/OjRo7i7u2shIiGEEEKI308vEzk7OztevXqVaPnr16+xt7fXQkRCCCGEEL+fXiZyN27c+OSgvxUqVODWrVtaiEgIIYQQ4vfTy84OkydPJigoiKRJk7Jv3z4ASpUqRbt27ejTp4+WoxNCCCGE+D30MpFbtGgRpqamdO3aFT8/PwBu376Nv78/S5cu1XJ0QgghhBC/h14mcgCzZ89m9uzZJE2alPfv3/PmzRtthySEEEII8VvpZRs5AENDQ0qXLk316tWVGR5SpkyJpaWlliMTQgghhPg99LJGLnXq1CxfvpxUqVJhamrK7t27iYiIoGPHjpiYmCiPW4UQQggh/mR6WSM3bNgwwsLCyJgxI+/fv1eWb9y4kVKlSmkxMiGEEEKI30cva+SKFi1KlSpViIqK0lh++/ZtHB0dtRSVEEIIIcTvpZc1cgYGBhgaGiZa7uTkRERExFfvp3Pnzmzfvp1bt25x8eJF5s+fT6ZMmX5mqEIIIYQQv4xeJnK7du2iTZs2ymu1Wo2lpSU9e/Zk+/btX70fFxcXZs6ciaurKx4eHhgZGbFixQosLCx+RdhCCCGEED+VXj5a7d+/P8uXL+fgwYOYmpoybdo0MmTIwPPnz2nduvVX76devXoar319fbl8+TJ58uTh0KFDPztsIYQQQoifSi8Tufv371OqVClq1apFjhw5sLKyYsGCBaxYsUKj88O3SpIkCQDh4eGffN/ExARTU1PltZWV1Xf/LiGEEEKIH6WXiVzSpEl59uwZK1asYMWKFRrvZcuWjQsXLnzzPlUqFUOGDOHw4cNcvHjxk+t07tyZHj16fFfMQgghhBA/m162kdu3bx8VK1ZMtLx9+/Zs27btu/YZHBxMtmzZ/vPR7NixY0mXLp3yL2fOnN/1u4QQQgghfga9rJGbMmUKc+bMYfHixfTt2xc7OzsmT55MtmzZNDpBfK2goCBcXV2pXr069+/f/+x6kZGRREZG/kjoQgghhBA/jV4mchMmTGD37t1MmTKFvXv3Ymdnx4kTJyhVqhSPHz/+pn0FBQVRrVo13N3duX379i+KWAghhBDi59PLR6sAN27c4MKFC6RJkwZra2vWrFnzzUlccHAwdevWxdvbm4iICBwcHHBwcMDMzOwXRS2EEEII8fPoZSJXuHBh9u7dS4YMGShVqhR+fn4MHz6cGTNmYGNj89X7adGiBTY2Nqxfv54LFy4o/2rVqvULoxdCCCGE+Dn08tHqmjVrCAkJYejQoURHR3P58mX2799PSEgI+/fvJ1euXF+1n6RJk/7iSIUQQgghfh29TOTq1KnDwYMHNZbdvHmTKlWq0LVrVy1FJYQQQgjxe+nlo9WPk7h4arWaUaNG/eZohBBCCCG0Q68SuSVLlmBtba287tSpkzIbA4Cdnd1nkzwhhBBCiD+NXiVy5cqV05giq0uXLtjZ2SmvjYyMyJQpkzZCE0IIIYT47fQqkVOpVP/5WgghhBDib6JXiZwQQgghhPgfvUrk1Go1arU60TIhhBBCiL+RXg0/olKpmDhxojLfqampKaNGjeLt27cAmJiYaDM8IYQQQojfSq8SuSVLlmi8Xr58eaJ1li5d+rvCEUIIIYTQKr1K5Dp06KDtEIQQQgghdIZetZETQgghhBD/I4mcEEIIIYSekkROCCGEEEJPSSInhBBCCKGnJJETQgghhNBTksgJIYQQQugpSeSEEEIIIfSUJHJCCCGEEHpKEjkhhBBCCD0liZwQQgghhJ6SRE4IIYQQQk9JIieEEEIIoackkRNCCCGE0FOSyAkhhBBC6ClJ5IQQQggh9JQkckDLli05deoU9+7dY+vWreTPn1/bIQkhhBBCfNFfn8jVrFmTQYMGERwcTLly5Th79izLly8nWbJk2g5NCCGEEOI//fWJXLt27Zg/fz6LFi3i0qVLdOvWjXfv3tGoUSNthyaEEEII8Z/+6kTO2NiYPHnysGfPHmWZWq1mz549FCpUSIuRCSGEEEJ8mZG2A9CmpEmTYmRkxOPHjzWWP378mMyZMyda38TEBFNTU+W1lZWVxv+/ipWpnh0ma+uvXvVPLhv82eWTsumYP7l8UjZAD8sGf3b5vvF+8K2+NrdQ2dvbq39pJDosZcqUnDt3jkqVKnH8+HFleUBAAMWLF8fV1VVj/e7du9OjR4/fHaYQQggh/lI5c+bkwYMHn31fz9Lfn+vZs2dER0fj4OCgsdzBwSFRLR3A2LFjmTJlisYyOzs7wsPDf2mcv4KVlRVnz54lZ86cREREaDucn+pPLhv82eWTsumvP7l8f3LZ4M8un76XzcrK6j+TOPjLE7moqChOnz5NqVKl2LRpEwAqlYpSpUoxY8aMROtHRkYSGRmpsez169e/JdZfJSIiQu/L8Dl/ctngzy6flE1//cnl+5PLBn92+fS1bF8T81+dyAFMnjyZSZMmERYWxsmTJ2nTpg0WFhYsWrRI26EJIYQQQvynvz6RW7NmDcmSJaNnz544ODhw9uxZ6tWrx5MnT7QdmhBCCCHEf/rrEzmAGTNmfPJR6p/sw4cPBAUF8eHDB22H8tP9yWWDP7t8Ujb99SeX708uG/zZ5fuTyxbvr+61KoQQQgihz/7qAYGFEEIIIfSZJHJCCCGEEHpKEjkhhBBCCD0liZwQQgghhJ6SRO4PolKptB2C+A5y3IQQQnwvGX7kD6FSqVCr4zogly9fnrt373L16lViYmK0HNnP4ebmRoYMGTA0NGT9+vVcuXJF2yH9FAmPW5MmTXj69Ck7d+7k/fv3Wo5MfI2Ex+9P8yeXDTTLZ21trZej/n/On3zs/uSyfS9J5P4Q8Sd23759qVu3LoGBgdy/f/+PuDj179+funXrEhYWRokSJShUqBBeXl5/RJIaf9wCAgKoV68e48aNw8zM7I9J5AwMDIiNjdV2GL9EwhtKsWLFsLCw4MKFCzx48OCPuNHEl6F27do4OTlx//591q9fT1RUlJYj+3EJj12XLl3IkCEDI0aM4M6dO1qO7MclLFuNGjVwcnLC1NSUXbt2cfr0aS1H9+Piy1a/fn3++ecfrl+/zvbt23n06JGWI9MeSeT+IN26daNhw4Y0a9aMM2fO8O7dO22H9MO6detG/fr1adCgAf/++y9Zs2Zl69atpEyZknv37mk7vJ/C29ubBg0a4OHhwblz54A/51tnfBLXp08frK2teffuHQMHDtRyVD9H/PEZOHAgHh4eWFtbc+nSJVasWMGsWbOIjo7WcoQ/rk+fPrRt25bTp09TpEgRXF1dGT16NJcvX9Z2aD/k4y9Qw4YN+yMSVEhctj179pAxY0Zq1arF4sWLCQkJ0XKEP65nz574+Phw9OhRfH192bBhAzNnzuTgwYPaDk0rJJH7Q9jY2FC6dGmCgoI4evQoKVOmJHfu3NStW5fLly+zZs0aHj9+rO0wv0n27NkpVKgQ/v7+/PvvvwC8fPmSy5cv06ZNGwwMDDh16hQrV67UcqTf5uMkLWfOnMydO5dz586RNm1a8uXLh7e3N5cvX2br1q1s2rRJi9H+uMmTJ1OsWDGOHz9OyZIlKVq0KK1atfojEnEXFxdcXFxo3rw54eHh+Pr6UqtWLaysrBg/frxeJ3MZM2Ykf/78uLm5ERYWRp48eVi6dClGRkYEBwdz6dIlbYf4QypXrky9evVo2LChUlNlZWVFsmTJCA8P5+XLl1qO8Pu5u7tTu3ZtpWweHh5MnDiRu3fvaju0H5YtWzZy5MiBh4cHx48fJ3fu3IwdO5a2bduiUqk4cOCAtkP87SSR01MfJwOGhobY29tjb2+Pm5sbbm5uODk5YWFhQb58+UiePDlDhw7Vq1qee/fuMW/ePA4fPgzElXnlypWo1WoMDAzImjUrxYsXB9CbZM7U1FSZKqZs2bLs2rWLZMmSkTt3bu7cuUOdOnWIjIzk2rVr/PPPP9ja2rJjxw69ml4m4eNUIyMjoqOjcXd35+7duzg6OrJs2TLmzp1L06ZN9TqZq1atGhUrVmT//v0cO3YMiKvB6tu3L66urqjVaiZMmKCXyVznzp0pVqwYr169UmrfTp8+TYMGDVi0aBGA3iVzH18z7e3tuXLlCqdPnyZHjhxUqlQJT09PjI2N2bFjB0FBQXo757azszOnTp3i9OnT1KhRg5EjR9KrVy82bNiAubk5adKk0atjF69ly5ZUqlQJQIn/33//xc/Pj5EjR+Lt7Y1arf7rauak16oeSnhBKleuHI6Ojjx//pzVq1fTrFkzJk6cyJ07dxg+fDjlypXj+vXr2Nra6lUSB3G1b9u2beP58+cAeHp68ujRI9zc3Ojbty916tQhOjqa0qVLaznSr1OlShXmzJkDwODBgxk5ciQmJiZ07NiRN2/e4Ovry549exg2bBgdOnRgwYIF2NvbY2CgPx/ThElckSJFqFKlCubm5kRFRaFWq7l//z5169bFzMyM2bNnkypVKi1H/H0sLCxo3rw5Hh4eZMmSRVn+5s0bBg8ezMmTJ6lQoQK9e/fWq+MX7+LFi5QrV47ChQvj6OioLD916hQNGjSgaNGiDB06FGdnZy1G+fXSpUunXP/atWtHvnz5uHv3LsWLFyckJIQlS5aQOXNmJkyYwJQpU6hSpQr29vZajvrrfKrXu6WlJXfv3qVgwYKMHz+ewMBA5dpTo0YNKlWqhIWFxW+O9Mfdv3+fXLlykStXLrJmzaosP3nyJN26dcPJyYmePXuSK1cuLUb5+8lcq3osvmPDsGHDWLVqFZGRkWTJkoWoqCiuX7+urLdixQrOnDmjF22T8uXLh52dHffu3VM6a8QnB8bGxqjVaqKjo5VlkyZN4tWrV/Tq1UvboX9Rrly5WL9+PXfv3iVVqlRUrVqVCxcuAHEXY1tbW8LDw4G4GtZFixbx/PlzfHx8tBn2d1mwYAH58+dHrVZja2tLs2bN2LFjh5LkpUiRguXLl2NjY0OZMmWUcuuTZMmSMXjwYPLly8fkyZOZO3eu8p6lpSXBwcG8e/eObt26aTHKL/tce8xSpUqxYsUKFixYwPDhwzWaZhQqVIjOnTvj5eWl818Qc+TIwe7du2nVqhWFCxemfv36VK5cmatXr1KjRg0qVKjAvn372Lt3Lw8fPsTe3p4VK1bg7+/PiRMntB3+f0p47FxcXLh48SLPnz+nWLFirFu3DoirxYr/2dzcnLlz53Lt2jWdv2Z+7rwsXbo048eP58CBA0yYMEG5hgIULlwYLy8vOnXqpPPn5c8kiZye8vf3p0WLFjRp0oSLFy8m6p1qY2NDxowZ8fPzw9nZmTJlyuh8L8+AgABq1qyJhYUFL1684OHDh3Tt2pVr16598kPt5OTE/PnzmT9/vvJtU9fNmjULNzc39u3bR506dRL16LSyssLV1ZU6derg7OxM2bJl9eLRXMLj4+npiaenp/LFYeTIkZiZmdGhQwdOnTqlrOfk5ESLFi0YPHiw1uL+GgnLljJlSt68eYOxsTHPnz/HwcGBoKAgkiVLxpIlS1i4cKGynZmZGR8+fNDpG0rCsmXPnh1bW1tu375NeHg4b968oVKlSsyfP5958+Z99lGjrnbMcXR05MGDBwB07NgRf39/YmJiqFq1KufPn1fijv9SaGBggKmpKXPmzMHCwgJ3d3edLNen9OnTh4oVKzJ37lwWLVrEhw8faN++Pb1796Zv377s3r2bJEmS0KdPH5InT06FChV0+n6Q8JwqUKAASZIk4cWLF1y8eJF3795RuXJlhg8fzt69e5k8eTIXL178z3386aSNnB6ys7OjdOnSBAQEcOzYMRwcHPjnn3+oU6cOp06dYvfu3aRLl44hQ4bw/PlzypYtS0xMjE4PBeHh4YGXlxeNGzfmxo0bFC5cmEaNGrFt2zZq165NWFiYEn98g+T58+dz9epVvUniANavX8+mTZsYNGgQc+fOpX379rx69Up539bWliJFihAZGakk34aGhjp90YX/9ZRr27YtOXLkIDQ0lFOnTgHg6urKzp07mTBhgkYyd//+fSWJ0+WLbnxc/v7+uLq6YmNjw6tXrwgODmbLli306NGDoKAgPD09UavVShuy+CFk9KFs/fv3x83NjWTJknH//n1u3rxJt27d2LJlC40bN2bevHnExMQwZswYHj58+Ml96JLx48eTN29eWrZsyZUrV3j48CFmZmbExsaSNWtWzp8/r8QdGxuLiYkJLVq0oFq1alhYWFCpUiXUarVOH7t4vXr1omnTpjRp0oTz588r7Wnnzp2LqakpAwYMICIigidPnvD06VMqVqyo8/eDhD1v3dzcsLa25vnz50RERNCgQQNCQ0NRq9UMHz6c2NhYZs2apXSI+3gffwOpkdNDKVKkYPfu3YwePZpr165Rt25dMmTIgJWVFQYGBsyaNYvp06dTsGBBTpw4gVqt1vlkoGPHjhQsWJAmTZooy5ydnRkwYADlypXD1dWVK1euYGpqSseOHalcuTI3btygVatWgG7eLBP+zW1tbYmIiFBq1/Lly8eSJUs4evQo7dq1U2pUa9Wqxfbt25XXunyxBc2/u6mpKVu2bCFHjhwsWrSITp06KesZGBiwfft2TExM6NatG0eOHNFWyN/Fz8+PNm3a4O/vj62tLbly5aJx48Z07dqVBQsWkDJlSoYMGUL27NkJCAhg69at2g75q7Vu3Zru3bvTokUL7t69S7FixahXrx7W1tY0bNiQR48eUa5cOZYuXcqAAQOYNGmStkP+otSpU7NlyxYuXbpEp06duHPnDg4ODjRo0IDevXvTpUsXJeEGMDExoWjRopQtW5bBgwfr7BeosmXLcvLkSaVHbcaMGZk+fToBAQHs27ePpEmT4uTkRNWqVdmzZw+HDx8mffr0JE2alNevX3P58mW9uB8ANG/enN69e9OoUSMePHhA5syZ6dq1K6lSpaJcuXKEh4dTvnx55s+fT3BwMGPGjNF2yFojiZyO+1yC0qNHD7y9vTEyMmLWrFns3r2bPXv2sHDhQu7du0f37t2/uA9d4ufnR7NmzciTJ4/GBSZVqlSMGDGC5MmTU79+fcLDw0mTJg1FihRh+fLlgO6Vr3z58pw6dUrppNGtWzeKFy+Ora0tY8eO5fDhwzx+/Ji8efOyZMkSwsLCmDx5Mu3bt8fOzk6pDdAnqVKl4t69e1hYWDBjxgzSp0/PkCFD2Lx5s3I8DQwMOHPmDEuWLGHQoEFajvjzPh6QOUmSJCxevJjFixezYMECIO6c69KlC7169aJatWrKkD8tWrRQagl0UZEiRTSSaCMjIyZOnMj9+/cJDAxUlpcoUYLevXtz/PhxAgMDiY6OpkCBAoSFhel8AhDfU9rR0ZGdO3dy9epVOnfuzLVr14C4a2fXrl3p2LEjS5cuBWDIkCGsWLFCqUXWxS9QTZo0YdCgQQQEBLBy5Upev36Nk5MTW7duZejQofz777+0bt2aAgUKAJAlSxbq1avHrl27NPaja9dLgJIlS7Jv3z6NZcHBwURHR2u05cucOTMTJ07k1q1btGvXTjkvT506pXPH63fSv+5Uf5GEH7icOXNStGhRMmXKBEBQUBAeHh5UrFiRgQMHsmfPHiDuJvTs2TON/ejah/ZTdu3axZMnT2jbti1mZmbK8nv37jFr1iysrKzIkCEDALdv39bZJM7Ly4vZs2dTq1YtjI2NadKkCW3btmXHjh3KzbJFixY4OTkRFhZGjRo1yJo1K4MHDyZJkiRUrVpVp8rzNbp06cKoUaPInTs3b9++pXXr1jx69IiOHTtSqVIlDA0NgbhHWDly5NDpJG7lypWJOidYWFiQNWtWIiMjlWVqtZrJkyeze/du3N3dMTIy4uHDhwwdOlRpb6Vr2rdvT0BAAPC/no7R0dGYm5vzzz//aKy7f/9+Tp8+TeHChZVlJ06cUGqqdJVKpVJqvR88eED58uXJlCkTI0eOJHPmzEDctXPUqFFMnDiR4OBgNm/eTLly5TQezeliUjBv3jyWLVuGj48PderUwcbGhsePH7NhwwZ69OjBli1blF7TJUqU4ODBg5QoUSLRfnTt+tKyZUuNLxHxbGxsyJ07t8ayK1eusGXLFjJmzKjcJ06cOKGzn7nf5e8tuR5IOO3W1KlTWbhwISNHjmTw4MGoVCrCwsK4fPkyVlZW5M2bl4ULF+Lg4MDIkSO1HPmXfdxlPn7Mo9q1a1O9enVMTU2V944cOYKdnZ1yIU5I1y5KCxYsYOHChfj4+FC/fn2yZcuGj48PkyZNwsvLi7lz51KjRg2aNWtGqlSpuHTpEsWKFaN169ZUrVqV6Ohonb5Rfsrz58+xtrbGx8eH3Llz8+bNG7y8vHj79i0dO3bE1dU1UZk+NWSCLhg4cCDBwcFAXM0OwMOHD9mzZw81a9bEwcFBWff9+/e8efMGW1vbRB1SdDERWLlyJdWrVwcgffr0QNxxOH36NI6OjhQpUkTjOMUnNubm5hr70eUaufjrQZEiRUidOjX379+nfPnyZM2aleDgYOUaMmLECLp3707q1Km5evUqJUuWVNqN6aL4uPz9/dm3bx/t27endu3aqFQqhgwZQrNmzahevTq9e/cmNDQUIyMjjI2Nlc4eumzRokWUL18eQOMLxa5duzAzM8Pd3V3jvLx69arSMSUhXfzM/S66edYKRZcuXWjYsCE9evQgT5483Lhxg8aNGzNu3DjlZlikSBEGDRqEiYmJRscGXWVkZKRccK2srLC3tyc2NhZ/f38ePXpE+/btadq0qVIGW1tbXr58qfODc8ZfbHr16sXu3bvp0qULbm5uGuuMGTOGZcuW4ebmRuPGjUmXLh3v3r3j0qVLSuNqXb5Rfuq8mjt3LnPmzCFNmjS0a9eO3LlzExERgZeXF+/fv2fw4MHkyJFDYxtdS8AhLqn5999/iYyMxNfXlzlz5mBlZQXA9u3bsbe3x8fHB1tbWyCuXZWdnZ3ezPH48OFDYmNjcXV15ciRI1SrVg21Ws2MGTMwMjKiX79+lClTBmtra5IkSULdunW5d++e3s3XXKxYMWbPnk3Dhg2VOWLLly9PlixZCA4OVpKF2bNn07p1azp06KB8gdLVZCBhjZOfnx+7d+/G19cXLy8vVCoVp06d4tSpU5ibm5M1a1bmzZuHubk5s2fP1nLk/02lUvHu3TtiY2MpXbo0Bw4coFatWgBs2bKFZ8+e0bx5czw9PbGysiJ58uQ0btyYu3fvJnry9DeTNnI6pFSpUuzdu1d5nSVLFsaNG0dQUBC7du2iTJkyzJ07l9DQUPLmzcuBAwfo1q0barWaIkWKcOzYMWJjY3WyIauFhQWlS5dm8+bNyrLx48eTLVs2jI2NmT17NnPnzsXY2JjRo0eTM2dOTE1NOXLkCCVKlODy5cs0atRIiyX4b596xBsQEKDUxk2YMIEXL14o73Xq1IkOHTowcOBA5s+f/5uj/XG1atXi5MmT3Lp1S1lWr149mjVrxp07dxgzZgwXL17E2tqali1bMnbsWO0F+40MDAxwcXFh8eLFrF+/Hl9fX2JjY+nSpQtVq1YlSZIknDp1igwZMmBpaUmpUqV07vOWUMLZRKytrYG4msfq1avTrVs31q9fj52dHYsXL8bCwoLkyZNz//59jIyMKF++vF4Mf/Oxvn37UqlSJdasWcPixYu5f/8+Tk5ObN++nfPnz9O/f3/Onz+v7TC/6L+ajowaNYrSpUszadIkVq5cyatXr6hbty41a9bEysoKDw8PjTE3dY25ubkyH3j8oPZ9+vShVatW+Pr6smrVKhwcHAgODiZjxow4Ozsr46NWrFiR6OhonWtaoy2SyOmIGjVqMGPGDDp16qTRm6phw4Zs3bqVTJkyMXPmTIYNG8aCBQuYO3culSpVYvv27TRu3Fg5mXX1xG7SpAmjRo1SyhccHEzRokWZP38+GTNmpEWLFowePZphw4ZhYGBAqVKlKF++PIaGhjx+/FhJBHS1fPHiH4/G91ocNmwYlSpVYtKkSSxfvlxjqJF69eqxYsUKnbzI/pcKFSowZswY1qxZQ0hIiMY0W02bNiUwMJDNmzczY8YMjh8/rsVIv46Li4syR+OgQYO4c+cO06ZNo2jRoixevJitW7fStm1b1Go1JUuWpHjx4qROnZp79+4xYsQInR7KoWLFiqRLl47p06czatQoChcuTMmSJUmbNi2+vr54eHjQqVMn1q9fj6WlJQUKFCBTpkyEh4ezdu1anf1i+CnGxsYaE9/36tULNzc3Vq5cyaJFi3jw4AFOTk6cPn2aGTNm6NWAuKVKlcLBwYGHDx9y8eJFnj59CsQlc6VKlWLy5MksXLgQe3t7cuTIwa5du3T62JUpU4ZSpUoRGBhIcHAwBQsWpFKlSkqv9vbt29O2bVtWrVqFtbU1jo6OFChQgKdPnyoDi+tq2bRBxpHTEWvXriVTpkyMGjUKlUqlDCwan9R169aNzZs3K72sLl26RJIkSbhz547GfnQ1yVm5ciUODg6MHTtWGUPMx8eHs2fPAnHzOI4ePRqIS352797N7t27Nfahi0lcwphy585NQEAAV65c4fXr1xw6dIhevXphZGSkzM6QMJlbtmwZoJs95BL6OL7t27czdepU5RHI1KlTlcm4V69ejY+PDwULFuTw4cM6n8ilSJFC6dzQtGlT3NzclPY6hw8fpkGDBixevJiQkBB8fX3Zt29fot51unxDqVSpEpUqVaJKlSrkyJGDmjVrAnDr1i0mTJgAwLhx41Cr1WzYsIG9e/dqPBUwMDDQ2bIl1KxZM4yNjVm8eDERERFA3HVEpVLRokULIO5aev/+fbJly6b0KNdlCcf4q1+/Pg8fPiRVqlSEhoayZMkSDh8+TLdu3Rg5ciRt27ZVeozv2LEDQKebaZQoUYLy5ctTrFgxMmbMSLVq1YiMjCQyMpJRo0YBEBISglqtZvXq1crQKfH05bz8XSSR0yGjRo3CwMBASWgSjhLv7OyMqakpUVFRqFQqMmXKxOrVq5k3bx6gm0lOQm/fvmXkyJEYGhoybtw43rx5o5GoxSesI0eOJCYmhhEjRiTahy6WLz6mnj17kixZMiBu+BETExOMjY3Zu3cv/v7+jBgxAm9vbywsLJg1axZv3rxR9qEvSVxgYCB3795l2rRpTJw4EYDatWsDMGXKFO7fv4+joyP79+9n69atejGW2qNHjwgKCiIkJIQSJUrQpUsX5ZGbSqVSkrlFixYxduxYevbsmajNmC7fUPz8/MiVKxclS5Zk3LhxGhOl3759mwkTJqBWqxkzZgxGRkasWbNGY3tdPjcTKlWqFHny5OHt27esXbtWSeaGDh1KtmzZ8PLywtramkmTJiltbXX1C1TatGmVJgvt27enbt26NGvWjGPHjuHn50fnzp2xtbXF0NCQAwcO4Ofnx4wZMyhQoIDGGH+6eL2MFz+1XalSpZg/f75GhURERISSzE2aNAlTU1OWLFmisb0uHjdtkkROyz5OwIKDg1GpVImSuZ07d9K4cWPWrl2LsbExNjY2ymC4oLsf2tq1a5M5c2bs7Ozo378/kyZN4vXr1wQEBFCoUCFl3Cb4XzI3btw4zp07x8aNG7UV9jfx9vamTZs2eHp6Mn78eLJnz6609YiNjWX//v10796dkJAQ8ubNq5HE6br4C+a8efNInz49ISEh2Nra8uLFCyWZq1GjBrly5WL//v14eHhw+PBhvUji4kVERHDv3j0ePHiAu7s7d+7cYd++fcr0TYcPH6Zhw4asX7+eGzdu6EWvcED5MnH9+nVu376Nu7s7jx49YunSpUqt8O3bt5k4cSL29vY0atQoUSKnL1q0aMG4cePo2LEjBgYGrFmzRkm4b968ScaMGUmaNKlGhyldTAaaNm1Kw4YNadq0KdHR0eTKlYthw4Zx7Ngxqlatio+Pj9LL09fXF7VazcGDB2nVqpXO9gT/mLGxMSYmJpw7d44bN26QJ08e/Pz8CAkJ4enTp6hUKiWZS5IkCV5eXokSOaFJ2shpUcIkrm7duhgZGbF06VJiY2Px8/PD39+fbt26sWDBAuzs7KhZsyb58+fn7du39O7dW6fb5gD069cPV1dX1q9fT1hYmHJzt7S0pG3btvTs2TNRm0CI63V26NAhbYT8RQ0bNkwU77Rp04iOjqZdu3bKsjJlyigTOo8fP579+/cDulsL8F/69OmDu7s7lStXVia3t7OzU36uXLkyNWvWJE2aNPz777/07NlTm+F+0cdfnuJflypVCh8fH4yNjRk7dqxyzOJlz56dS5cu6XQNXMKyffzId+TIkZQpU4aQkBCWLVumJHPW1ta8e/eOmJgYnf1CGC9h+WxsbDAwMODly5fKZ2rixIkUKlSIyZMnExoayqNHjwgJCWHBggWJjqeuiW9H3LRpUzZt2oShoSEFCxbk8uXLODs7M3fuXKZMmcK0adNo164d/v7+nDp1ikGDBilfiHX1ycx/nZf9+vWjbNmy7Ny5U0nmANKkScO9e/d0+vOmK6RGToviT+wBAwZQq1YtJk2aRMqUKbl//77yrT++zdz8+fOZPXu2RndyXW6b06VLF7y8vPD09OT06dMaycubN2+YPHkyKpWKcePGAWgkR/FJnK5dlOJHTV+8eLFG55L3798rvQHjY969ezdTpkyhZ8+evHz5ksjISI4ePUpsbKzOleu/GBsb4+zszOLFiwkPD6dw4cK4uLjQunVrbty4waRJk9i8eTOhoaFYWFjw9u1bQPeOXULxcdWsWZMkSZIQERHBqlWr2Lt3L6amprRo0QJfX18MDAzYu3cvCxYsIDQ0VJnVQZc/d/Fla9myJUWLFuXmzZscPHiQXbt24efnx8iRI2ndujUmJiZs2bJFub7UqFED0O3jlvDv3q1bN0qUKEH27NlZvHgxe/bsYdeuXfj6+jJ69GhatWpF27ZteffuHebm5sqXLF0tn5eXFyNGjKBJkyZKz/6YmBjOnj3LmzdvaNq0KZcvX1aa0kRHR3P69GkuXbpEWFiYsh9dLBtozsVcokQJHj58yN69e1m3bh2DBg1CrVZTpkwZTExMWLRoEcOGDQNQ2uGK/yaJnJY1aNCAevXq0bhxY06cOKHxXnwyFxQUhLm5OdOmTdN4X1dvJmnTpqV69eoEBARoPDpN6N27d0yePBmAsWPHKg11E9K1i9KSJUuYOXMmarWaokWLcvjwYdRqNUePHmX06NGULl1amWED4PXr1xw+fJiMGTNSs2ZNjh49CuheuRL6+EYXFRVFTEwMvr6+2NjYUKZMGW7cuEFQUBB16tShXbt2bNmyhdjYWCWJA90uI8S192vQoAFPnz7FwsKCWrVq0bhxY7Zt2wbE1Y6MHz+eFy9ekCRJEpo1a6Zsq6ufu3jdunXDx8eHrVu3UrlyZVxcXEiTJg1z587Fz8+PoUOH0rRpU1q0aMHz58+pVq2asq0uHrc8efJw+vRp5e/eu3dvmjZtSt++fYmNjcXb25uCBQtiaWnJhg0b6Nq1Kx4eHjg7OyvDGcWPw6aLteFlypRhzJgxtG/fXmN4plmzZrFhwwZWrVqFhYUFVlZWODs7c+XKFUqWLMmyZcuUL8C6mqAmjKtr1674+Piwbt06MmXKRMmSJXFyciIkJITBgwfz4cMHKleuTI0aNXjw4EGiMTjF50kip2X58+dn69atGklcwpN/5MiR2NjY4ObmliiR01WOjo6kS5cuUWL6sQ8fPjBy5EiSJElCvnz5flN03y++zU3p0qUZMWIEa9asUYaDKViwIPPmzcPHx4ewsDBevXpFpUqVWL58OYaGhkyYMIGQkBBu376t5VJ8XsIbna2tLR8+fODdu3d0796d6OhoChYsyLhx4zh16hS3bt3i1atXNGjQAEtLS70aNNbe3p4sWbLg5ubG8+fPyZs3L6NHj2blypV4eHiwbds2nj17xj///EOqVKkYO3aszk6i/rG8efOSNGlSGjduzKFDh8iSJQtt2rShSZMmqFQq5syZQ+/evSlWrBjGxsbs379fp4dyWLduHWfPnuXMmTPExsZStmxZ3N3dadSoEcePH6do0aLkzp2b8+fP0759eyIjI9m6dSsrV67U2I+uJnEQN5VYfEK9YcMG3r59y4wZM8iTJw/9+/cH4Pjx49SqVYsZM2ZgZmZGTEyMMoIB6GYCDv+LK3fu3BgZGdG0aVMOHjxImjRpaNy4Me3bt0elUjFlyhRlujRLS0udHhNVF0kip2X29vYaYx9B3MlvbGxM8eLF2bt3L/369dNSdN/HwsLiizNL5MqVCy8vL/r06cPgwYM15rHUdefOnWP79u3KQLAjRoygc+fOvH//npCQEKVBdVRUFKtXryZv3rxcv35dGZRVV8Xf6EaPHk2BAgV48uQJO3bsYMqUKXTq1EljMvmkSZPi5+fH3r179SqJ8/b2pm7duty+fZs7d+7w5s0bduzYga+vL5MmTWLFihXUqVOHkydPcvLkSWU7fRjuoFq1avj7+6NSqZSOKJcuXSIkJIQ2bdrQuHFjYmNjmTdvnkYbVF0tm7e3N+nTp8fDw4PY2FiMjY25e/cuy5Yt4/jx41SoUIEpU6bQrVs3Ll68yOLFi+natStWVlasWrVKY1+6msRB3DFyd3dn1apVTJs2DbVaTdq0aXF3d1fGaNy6dSsxMTFkypQJMzMzJk6cqPNtpOOVK1eOiRMn8u7dO1avXg3EdbKZM2cOarUaHx8fYmNjmTp1qjIcFejueamLdHcep7/EjRs3KF26NKlSpdJYbmdnR8OGDSlWrJiWIvt+4eHhWFlZ4eLi8tl1ChcuTHR0NNHR0TqdxH3cE8zExISnT58SHBzMkSNHcHV1xc/PD4gbgsTLy4vAwECGDh2Ki4sL0dHR1KxZk9evXytJkK5JmHQHBgZStGhR5s2bx6NHj2jSpIkyFMz79+9JmTIlrVu3ZuXKldy8eZPevXtrK+xvZmRkxPv377G3tyd79uxK7+GYmBj27dtHu3btyJw5szIOV0K6frMEePXqFffv3yddunQak91fvnyZqVOncurUKfz8/KhUqZLGdrpaNmtra27dukVUVBSDBg3Cy8uLGzduMH36dMzMzGjTpg0hISEsWrSIkydPcvHiRezs7ChQoIC2Q/8mKpWKS5cu4eHhQebMmalcuTLt2rVTkrj4z+eOHTuYOnUq48aN05skDuLmYt66dSspUqTQODb37t1jzpw5LFq0iMDAQNzd3TW204ey6QrptaplxsbGbNq0CXNzc7y9vXn27JnSCcDa2prq1avr5Qk9ZcoUqlevjqenJwcOHNB4z8HBgZkzZxIaGqox7pGuSfiIu2XLluTMmZOMGTOyZMkS1q5di0qlwt/fn2LFirF9+/ZEY99lzpwZX19fqlatSo0aNXRySqCEN4Pq1auTO3duNm3aRFhYGEmSJKFevXr4+Piwbds2evbsiZOTE82bN8fQ0JDAwEBAP9rnxLO2tqZy5coEBwezYcMGfH19lfcMDAyoUKECTZo00ZgtRRd97m+eJ08eunfvjq2tLRMmTCA0NFR5L1u2bFSoUIFJkybpxTUlS5Ys7Ny5kwsXLpAnTx5KlSrFhQsXAEiSJAnbtm1j2rRpzJw5kyRJkjBixAi2bNnCmjVrdPrYxftUIpYlSxaWL1/O2bNn8fX11YuBixP63HmZMWNGunbtSuHChRk6dKhSMwdxY6SWLVuWBQsW6MV5qYskkfvFEp7YKVKk+OQE287OzkyYMIFs2bIRGRnJ06dPiYmJoXLlyno7n1yBAgUYNGgQuXLlolu3buzfv5+3b9+SN29eBg8ezPXr12nSpIm2w/wqAQEB1K1blyVLlvD69Wv69u2rTPFjZ2dH586dKVy4MMeOHVPatFhYWFC4cGGaNm1KcHCwTiVxFhYWzJs3j8aNGytzHVavXp2RI0cSGxtL5cqVlbZ8NjY21K1bF29vb7Zu3Urfvn0xMjJS5t/U1XMzYVwFCxYkefLkPHz4kGvXrvHq1Svq169PQEAA27Zto1OnTp/cTh/KVqdOHZycnHB2dmbq1KlcvXqV3Llz061bN2xtbZk8eTJbtmxJtA9dr82JL+OiRYuoWLEiGzdupGXLlsqjtuTJkzNu3DiioqI4dOgQ5cqVw8rKimrVqqFWq3X22MWL//vnypWLgQMHUq9ePeUzlTVrVlasWMGZM2do166dMsyPrkv4N2/YsCHOzs6kT5+eGTNmcObMGVKkSEGXLl0oWrQoQUFBnxyzUNfPS10lj1Z/sfgTu1+/fgwYMIAkSZIkWufOnTvUrFmTjh07EhAQQHBwMK6urkRHR2NoaKjTF6TPOXHiBAEBAWzZsoVJkyaxc+dOjh8/TmBgIGFhYUoSp+uDWBYtWhR3d3caN27M4MGD2blzJ4DSfio8PJwxY8Zw6dIlZQgSiJvJYt++ffj4+OhUEgdxNTNnz55VkjiACxcuMG/ePCwtLWnYsKGy/OXLlyxfvpypU6fStGlTjRsO6H4j6/79+zNt2jR69OjB5MmTmTp1Kvny5WPlypUMGDCA8uXLK/P4Jtzu4591ScJhiwICAsiePTtp06Zlx44dNG3alH///ZeJEycSHh5O27ZtlaFFEtL1m6VarVYG8PX396dChQqMGjUKW1tbAJ48ecL8+fMxNjamYcOGxMbG4u7urldJXNasWVmyZAm3b9/W+ExdvHgRDw8PsmfPztKlSzWuK7os/m8eEBBAnz59sLOzw8rKirlz59KhQwdu377N9OnTOXjwIH5+fjRo0CDRPnT9vNRV0tnhNyhRogQVK1akY8eOGpOmx4u/8Hz8zVnXG3t+6YJ57Ngxjh07xpw5c0iVKhUxMTFcuXKF06dPf9X2usDc3Jw7d+5w6tQpatasybhx4+jevTvLly/H2tqazJkzc/LkSfr166c0+o8vV0xMjE4evxMnTig9inv16kVISAjXrl1j7ty5qFQqatWqxfv375UE5+XLl6xatYqrV69qDK+i65o1a0b9+vVp0aIFR44coU+fPnh7e2Nra0t0dDTr169HrVYzefJkbt26xZgxY7Qd8ldzc3PDw8OD+vXrc/78eQoWLMjmzZt59uwZEPfZmzhxIv369cPFxYW1a9dqOeIv+/h68OzZM7p06UJsbCw3b95k4cKFqFQqAgMDefbsGZs3b+bAgQOo1Wrls6frvRzjk7hs2bKxZs0ali5dSv/+/TEwMGDSpEl07NiRqKgoLl26RKNGjejZs6cy3Zg+cHV1pVatWtSrV49z585RtGhR1q9fz5UrVwA4f/48U6dOxc7OjjJlyrB48WItR/xnkETuF6tXrx758+fn4MGDhIWFfbLq+HPJjK5+O8mePTs3b97UGDfsv3xuRHVdT+IAzMzMcHR0pF69egwfPpwBAwYogzIXL16cBg0a0Lt3b6Vhsq4np25ubpw5c0aZtsjDw4PKlSvj5ubGvXv3mD9/Pmq1Gk9PT2JjYxk/fjwQV/MYn8Tpehnj48ufPz+LFi3iyJEjVK1alVatWtG/f3927dqFubk5RkZGrFu3jqdPn+p8gvrx3zxZsmQcOHCA8+fP4+HhwahRo+jevTsbNmzA2toac3Nzjh8/Tq9evZR2ZbosYfmaNWtGxowZSZMmDUuXLuXkyZPs3r0bT09PZTDuwMBAnj9/rvHFWJcniYfESdyyZcvo378/KpWK0NBQDAwMMDY2VkYxOHv2LF5eXoDufuY+jsve3p4LFy5w7tw5jfNy7dq1WFlZ4eTkxOXLlwkMDFTmkxU/Th6t/mIeHh5KQ3kTExOdTc6+Vvv27dmxYwebN2+mfPnyZMqUSeN9XX9U+jUaNmyotN/YtWsX169fZ9KkSUyaNElJ4kxNTfHy8uL9+/dKEge6nZwGBQUxYcIEpffs9evX8fX15e3bt6xfvx4bGxtu377NggULWLt2LQ0aNKBPnz6J9qPLZYS45BvialNPnTpF0aJFmTJlCgMGDGDu3LkYGhpSt25dypYty4cPH9i1a5cyYKyuiv+b29nZAXFjNdrY2FC0aFFGjRrFwIEDlXPTw8ODDh06YGJiwvnz55XHjbos4WO5Hj16EBERwZs3bxgwYAB+fn5YWFiwb98+6tevT61atRg9enSiR466fF6qVColiVu1ahXLli2jX79+qFQqtm/fTnh4ODVr1vzsl2NdLVt8XGnSpAHiEjljY2MKFSrEqFGjCAwMVM7LqlWr0rhxY6ytrbl586ZenJf6QnevXHroUydl/fr1WbRoERkzZqRBgwZYWFhoIbKfI758S5cuZdWqVfj4+DB+/Hj8/PxInTo1oLsXnG/x+vVrjIyMqFKlCu/fv2fp0qUcP36c0qVLU7FiRerXr8/8+fNJmzatxtQ/umzw4MHUqlWL6tWr8/DhQyDuWB05coTAwEDev3/PunXrlGRu4cKF7N69GyMj3a+0L1mypPJzt27d8PT0BODu3buEhISwfPlyunbtyty5c4G4nqu1atUiXbp0GvvRxS9ZpUuXpnXr1gCMGDFCGVNy5cqVODs7s379egICApSbpZmZGRUrVsTc3FxjWB99+FyWLl0aNzc3PD09CQoKYunSpaRJk4aDBw/y9u1bDAwMOHDgAC1atMDW1lavHjmq1WoyZszIhg0bWLlypUYS9+zZM1q2bKlX5SlfvjzdunUDYNiwYcowRKtXryZ9+vRs2rSJ3r17M2vWLCDui2/NmjWxtrbWGHdSH85LfSC9Vn+ShFXMOXLkQK1WY2ZmpjSKnz59OtmzZ2fcuHGsX79eo6G5PilUqBDz5s3Dzc2Np0+fUqJECXx9fXn//j1Xr15l3LhxPHv27Ksfu+oSW1tbXrx4gY2NDePHj8fQ0FB5tBGfBJUvX55z585x79492rVrR3R0tM73tAoICKBJkyZUr15decymUqmoXr0669evB+I6dQwYMAAzMzNq1KjBy5cvsbe31/nhD1KkSMG6det4/vw5p06domnTplSsWJHz589jbW3NxIkTKVKkCCVKlODDhw9YWloybtw4bG1tqVq1qk4/irO0tCQoKIh//vmHFy9eULhwYSpVqsSlS5ewsrLCx8eHmjVrsn37diZPnkyGDBno1KkTKVOmpHz58jpdtpYtW3L8+HGlvSzEPfZv27Yt1apVo2bNmowdO1apabSwsCBXrlycPn1aYzxGfXnkCHFltra2ZuzYsahUKrZt28bz589p0aKFXiVx5ubmdOvWjRo1anDv3j3y5s2rnJfGxsY0aNAAX19fDh48yPjx40mTJg0+Pj44OjpStmxZnT4v9ZUkcj9Z7969qVKlCiYmJpibm7Nx40Z69eoFwIwZM8iaNSvjxo1j48aNepXsJLwwBQQE4ODgQJ8+fXjx4gX58uVjy5YtPH78mHfv3nHixAlCQ0M/2b1cV3Xt2pX69esrQ6U4OTmxb98+pkyZosx5C+Dk5MSTJ0+Udiy63ri6S5cu9O7dm5o1ayrj+RkaGrJ3714ePnyIp6enUpYiRYowYMAA0qZNS8GCBfXi/DQwMCB//vysWLECAwMDqlevzr///qsMkVKoUCEGDBhA9uzZefToEREREcTExFCtWjWdTsLjP2/Jkydn2bJl5MyZk7FjxzJkyBBlHQcHBxo3bky9evVwdHTk2rVrPH78mEaNGul02YoVK0ZISAi7d+8mJCRE+XLRoEED6taty5gxY5g/fz6BgYFKjY6bmxvFihVjzJgxyswpuirhtbJSpUrcv3+fM2fOaLy/a9cunjx5QvPmzfUqiYsvm62tLUuXLiV//vzKUEzx7O3tqVKlCp06dcLe3p47d+5w7949mjVrptPnpT6TRO4n6tixI76+vjRq1Ihz587h7++Pr68vrq6uyuTx06dPp1SpUvj4+ChDWeiyIkWKcPnyZcLDw5UPYOXKlfH398fV1RU7Ozv27t1LaGgoXbt2pVGjRlSpUoXXr1/j4+Oj7fC/2tSpU6lduzb37t1j0aJF7Nu3DwcHBzp06EBgYCB79+4FdLcG4HNcXV1ZuHAhEydOZNiwYURGRrJjxw4ePXpEmzZteP36tUaZihcvTvHixRMNbqxrEsacJUsW5s2bh5GREXfv3qVOnToa096pVCpq166NiYkJz58/Z9u2bTo9j2PCG12ZMmVwdXUlVapUJE2alDVr1jBjxgxlXSMjI4yMjMiZMyePHj3i7t27qNVqnS1bvDp16uDj48PZs2eZPn06Z8+eJUmSJBw4cICUKVPi4+PDihUrgLjHcnPmzOH58+e0b99ey5F/vf79+1O1alXmzp3LwoULef36NWq1mnr16lGiRAn69OmjV9PbmZqaKtMMlihRgkKFCuHs7EzhwoVZvXo1o0aN0ljfwMBAqU2Ob86h6+elvpJE7icxMDBg2rRpbN26lWXLllGtWjXGjx9PYGAgc+fOxcLCQqnh6NWrF0FBQTr/raRkyZKMHTuW5cuXM2XKFF6+fKm8t3z5coyNjfnnn3/YtWsX3bt3V6Y8srS0VH7WFylSpKBnz56YmJgQHh5OhgwZMDEx4eXLl1y/fp2goCCNsZ70QXyyU7lyZebPn8/MmTMpVKgQT58+pUWLFhrHyMrKijRp0miMeaerSWv8tHWHDh1izJgxvH//nmHDhpE9e3aCg4N5+fIlNWvW1DheH99AdLVWwN3dnVSpUjFlyhQCAwPJkycPDRo0wMbGhh49eiiDxSZM5uzs7DQGjdXV4wZo9Mps3rw5DRo04OLFi0yePJmLFy9SqVIlRo8ezZEjR5g2bRr29vY0a9aMlClT6tVjuW7dutGmTRsaNmzI6dOnE82nrW8JTY0aNciZMydDhgxh8ODBVKpUibJly2Jqaoq3tzfu7u6sWLFCI5lLly4dN2/eVF7r8nmp7ySR+0ksLS05dOgQ/v7+REREsGjRIgICApgzZw5GRkb4+/tz6NAhdu/erWyjqzeThAIDAylWrBhbt25l+vTpvHjxAoCyZcsyc+ZM1q9fj7+/v07Pl/o5Xbt2JTIyktDQUK5evUr79u1JkSIF8+bNI0mSJAQFBZE3b14griG2rg3s+y2qVKnCvHnzePbsGZUrV9a4wNrY2BAaGsqqVasIDg7WXpBfwdramh07dnDjxg1evnxJhQoVcHd35+zZsxgaGlKyZEkCAwN58eIFtWvXJjo6mtGjR3Ps2DG9GLPKx8eHwMBA9u3bR4ECBahSpYpy3qVJk4YuXbrwzz//sGHDBkJCQpQZAAYMGKDdwL9R586dSZkyJVWrViVlypSsXLmS0aNHc+XKFcqVK8egQYOwtrbmyZMn3Lp1C29vb51+LJcwSUmWLBlz585lypQpbNiwAScnJzJkyEDdunU5d+4cs2fPTpTY6TovLy/GjBnDsWPHyJo1K1WrVuXixYtAXA/qpk2b4ubmxvr16wkODmbJkiVcv36dHj16aDnyv4Mkct/hc98sBgwYQJYsWShevDi9e/dmwYIFQFxblgkTJrBhwwbmz5//u8P9Lgm/Mfbo0QNXV1c2b97M9OnTefnyJSlSpGDVqlVs27ZN724i8Tp06ECTJk24dOkS69atY8OGDWzdupWFCxcyZcoUDAwM6NKlC9myZcPb21snbyDfomzZsixbtoxp06Yxbtw4Hj9+TJIkSdi4cSNPnz6lVq1a2g7xqyRNmpS9e/eSNGlSunbtyqJFi5T3EiZzdnZ23LhxgzRp0lCgQAG9qQHZsWMHuXLlYtKkSQwcOFDjvTRp0tC+fXsqVqyIWq3m7du3lC1bVq9qi9u3b4+fnx/Nmzfn2bNnlChRgmbNmnHs2DHGjh3L1atXMTQ0JG3atLx48ULpcKMPtVhOTk48f/6cjRs3cvLkSVauXIm3tzfOzs68ePGCMmXKMHjwYMaNG6ftUL/ZihUrKFWqFPPmzaNHjx4ax8LR0ZEGDRrg7e3NmzdvePPmDeXKldOr81KfSSL3jRImcY6OjhgYGCjjiFWpUoWRI0dy5swZunbtyv3790mWLBkTJkwgSZIkuLm56VUykLBNxNWrV3n+/DnLly9n5syZPH/+nNq1azNs2DAaNGig9M7VN3nz5qVatWo0a9aM5cuXc+vWLTp27EjLli05fPiwxrr6cCP5kviauUmTJjF//nzmzp3LgwcPqFu3LqD7jz+MjIxIly4d06dPx9LSksuXLzNlyhSlIwfE1XRnzJiRhg0bEhMTw7Bhw4iJidHZ2px48X/7kSNH8uHDB1q3bk3//v0JCQkB/leDnzx5ctKnT0+GDBlYtmyZTrf3+5ihoSELFizg2rVr9O3bV1nesGFDAgIC2LFjBxMnTkxU+62r52X58uXJnz8/wcHBDBs2DHt7e/z9/fH09KRRo0ZkypSJadOmsWvXLvbu3UtwcDCmpqZ07NhR26F/tfiOQwMGDODt27f4+/szevRoJk+erNHcxtramlSpUpEtWzbWrl2rV+elvtP9QaJ0TPzFpE+fPtSqVQtLS0vu37/P+PHjWbt2rTKJ+pIlS3j58iUmJiYYGRlRqVIlZdBRXb2ZdO7cGbVazbhx4zAwMODDhw+YmJiwfv16Tpw4wbVr16hcuTIqlYpp06axf/9+1Go1mTJl0ulErnTp0qhUKo3H2vHCwsK4ePEiq1evJiQkhDx58mBhYaFMfZRw5Pg/4YK0efNmGjduzLx582jfvj1bt26lUaNGgO7eLBPGFR0dzdWrVylbtixOTk4sW7aMDh06oFarOXjwIBA3HtyVK1c0arN09XNXqFAhLl26RExMjNJm0c/PD4gbBy8wMBC1Ws3UqVOV+B0dHTl69ChHjx4FdH8qv4RiYmJ4//69Mp5m/HFZtGgRuXPnpk6dOlhYWBAYGMj169eV7XTxvDQ3N6do0aLUrFmTEiVKkCdPHipVqsSrV69YsGABq1atwtbWlqtXryrbZMmSJdEXRF1UrFgxnjx5wqNHj5QOGfFPXu7fv8+YMWOU6e3ir5FZsmTh+PHjyiNXfTov9Z0kcl8p4c2kfv36NGnShD59+vD48WOaNWuGv78/jo6OyryVWbNmxdnZmStXrrB8+XK9+HZiaGhIz549ef/+PVOnTkWlUrF582aeP3+Op6cnarWagIAAXF1diYmJYfTo0bRp00ZnpzdSqVRYWVkxadIkVqxY8clEDuD9+/ecP3+eSpUq0bx5c5IlS0batGk/OS+uLvpckvK55aGhoUqbloQDGuvizTJhXJkzZ8bW1pbz588TExPD/fv3ad68ObNmzaJ9+/YYGxuzZ88e1q9fz549ezSGjdHFJK5UqVKsXLmSpUuXYmRkxLRp0zh9+rRyjZgyZQoQ107V1NSUDRs2MHDgQIyMjDQmHNfFsv2Xs2fP0q5dO6ZMmaLMwQnw5MkTbty4waNHj7hx44YWI/w67969Y/z48ZQoUQIXFxdmzpzJpUuXAPjw4QNv377l6dOnmJubkyNHDvz9/bGxsSEoKEjLkf+3ggULsm7dOpYuXYqzszODBw/m+vXryjy+CxYsQKVSMXr0aIyNjdm4cSNdu3YlZcqUVKhQQdmPvp2X+kwerX6jqlWrkixZMgDmzZunLI/vyePj48Px48cTbaerNQKgebNs06YNgwYNon///tSqVYsXL14kGnU8ICCAevXq0bVrV7Zs2ZJoH7qmffv2+Pr6UqNGDS5fvvzJdeKPj0qlIlWqVNy7d09nywNxI/gbGRklOi729vao1Wr69ev32aENPj5Wunzs4vXu3ZsaNWpgb2/P3bt3Wbx4MatXr+bJkydkzpyZkJAQDA0NMTU1JSYmhrJly+p8g/L46ZrmzJlDbGwsrVq1Yu3atZw7d06ZhQLA29ubIUOGcOXKFaKioihfvrzetz1atmwZmTNnplmzZty5c4fXr18zc+ZMNm7cyNKlSwH9OC/t7Ozw8/PDzMyMokWLsnr1auULRPwjyWrVquHm5kayZMnw9PTU6U4bEHdebtmyhYEDB2JpaYmnpycXL17kyJEjzJw5k9jYWGJjY/Hy8qJ///48ffqUt2/fUrlyZb0/L/WVJHLfIFWqVBw+fBgzMzNGjBhBcHCwRi3btm3buHnzpjKljj7o168f9vb2dO/eXbnxxfecu3PnDqVLl1YSgoRlrVmzpt4M+Js9e3amTJnCggULmD59+ldfRHX5RjJt2jRKlixJ4cKFef36NbNmzSJnzpycPHmSPHnyYGlpSd26dZUaAn3WrVs3WrRoQceOHdmxYwcLFiwge/bsSnvNx48fkyZNGkqXLo25uTkzZ84kJiZGp2vA48+tfv368fLlS8aPH0+FChVInTo1PXr0ICwsjL1797Jw4UJevXpFhgwZcHJy4uDBg3pRu/8lDg4OjB49GhcXFx49eoRKpUKlUuHi4kJMTIzOfvY+F5eDgwMtW7akRo0aLF++XGMYjsKFCxMTE8PJkyf1Yow/iPvMJUuWjF69euHi4kLSpEkZPXo058+fJywsjFGjRvHq1SscHR1xdHQkLCzsjzgv9ZUkct/A0NAQFxcXgoKCeP78OR4eHnz48EH5cA8bNowUKVLQokULbYf6VbJkycL+/fuBuNrF7t27Kx/CZs2aERwcTK9evTTGrPr4g6qrF9yPTZgwgcKFC1OkSBFth/JTZMuWjfHjx2NmZoanpyd+fn4MGzaMx48fkyxZMiZNmkSOHDnw8PDQ62QuS5YsjB49mvHjx7NlyxbKlCnDnDlzOHHiBBkzZmTx4sXMmjUr0Wj/ulzjkVDTpk3p3Lkzrq6uPHnyBENDQ44dO8bbt295+fIl6dOnZ+nSpcyaNYs7d+4Aul22hNeDtGnTcv/+/f+sGXVzc8PW1hZTU1Nmz56ts51SbGxsNBr2t27dmkyZMqFSqQgODubJkyc4OTnRpEkT3Nzc2LBhgzIMx+XLl5W5SPXleunu7o6fnx+enp7cv38fgGPHjvH8+XNUKhVp06Zl586dypAxoNvn5Z/OQNsB6KqEk6AbGBgoCcy+ffvo3r07mTJlYtasWdjZ2WFqaoqhoSEFChTQq5G6L126xOLFi9mwYQPu7u5MmzYNA4O4U2LOnDn079+foUOH4u3trWzz8bctXbsopU2bVuO1sbExAGPHjsXQ0FBvkuwvuXDhAu3btycmJobt27eTPXt25Vg8ffoUHx8fzp07x7Jly8iSJYuWo/1+Dx48YOrUqezbt4+iRYsyefJk+vfvj4eHB1evXsXT05OuXbtiY2OjsZ2+3FDmzp3L1atXady4MUZGRuzYsYNbt27h4eFB48aNWbVqFWnTpuXu3bvKNrpatoRJir+/PwMGDKBEiRIa19KE6wKsX7+e+fPnM2PGDJ1N4vr06cOZM2dIkSIFAH379lXaRJcoUYIDBw6QN29e7t+/z7x581ixYgVNmzbl6NGjODg40L9/f2Vfuna9BD55fNatW8fTp0/p2LEjKpWKPXv2cO/ePby8vHB1dWXWrFm8e/eOa9euKdvo2nH7m0iN3Bd07NiRvHnzkipVKubPn8+RI0e4cuUKJUqUYNq0abx584abN28SHh5Ojhw5KF26tF61E+jevTslSpRQZqA4ePAgbdq0UT6Ubdu2ZeDAgQwfPpwxY8ZoOdr/liNHDnbv3k1oaCi7d+9m5syZynvW1tZMmzaN6OhoGjdurMUof0zCm6WJiQlp06ZlyJAhFCpUiJIlS3L37l1lHTs7O0JCQihbtix58uThwYMHWo7++1hZWREREcHYsWOJioqiR48exMbGMnr0aIoWLcr+/fvp3r27tsP8T5+qiYmf5aB169ZUqFCBTJkycffuXVq3bs3jx4+/ah+6qH///jRq1IjOnTtz9OhRpZE86GetTaZMmRgzZgwpU6akVq1adOjQgcWLFxMWFkbSpEkZNWoUxYsXp379+pw8eZIkSZLg6OhI1qxZWb9+vd48cixTpgwnTpzg3bt3REdHU6VKFZo3b0727Nm5fv06rVq10uvz8k8midxHEp6Ufn5+tG3blgULFuDk5ES+fPk4e/YsEydO5MSJE5QoUYLhw4djY2ODh4eH0pBeHz608QwNDZV2R+fOnWPBggVs374dHx8f5YLr5+dH+vTpdXqeQzc3NxwdHbl16xbNmjUje/bsREREMHv2bHbt2sW1a9coWLAgq1atol27dmzYsEHbIX+zunXrEhMTw6pVq9i4cSP79+9n2LBhZMmShcmTJ2NmZkaVKlU0etsmS5aM+vXrM2nSJC1G/nPMnTuX169fKzNyTJ8+ncWLF+vFnMXxsmTJgrGxMWfPnlWWJU2alK1btxIbG4uLi4vyKFIfb5ClSpVi3LhxNG3alH///RdjY2OSJk1K9uzZOXHiBC9fvtTLZC5dunRMmTJFeVzctm1bZVgRa2trxo8fryRz8fNqx9OH8pYtW5apU6eSK1cuZezQZMmSsWbNGszMzChYsKCyrj6el386ebT6kfgT1MnJCUdHR1q0aMGAAQPw9vamf//+WFlZ0bp1a5IlS8ahQ4fo2bMnRkZGGoNb6moSN2DAAObMmUPt2rWxs7MD4mJds2YN2bJl49ChQzRr1oyKFSsyefJk5THryJEjdTaJU6lU2NnZMWzYMO7du8eWLVvw9vamdu3anDlzBi8vL7Zu3Uq3bt2wt7dnzZo1lCxZEkNDQ22H/k2SJk2Kl5cXjRs3Ztu2bSRLloyJEycCcY/IfXx8+PDhA5s2bSJJkiRA3N/m6dOnShL3qUco+uTGjRvkzp2badOmERoaqtTAgm6WbciQIfzzzz/K6/79+7N69WqWLVvGnj17yJEjB4aGhjx79oxx48bx4MEDnJ2dlfX18WapVqt58+YNr169IkuWLPTs2ZNNmzYxevRodu7cib29vc4nNfESnlM3b96kXbt2nDhxgpw5c2Jqaqqs8/r1azp27MjevXvZunUrmTNn1tiPPpT34sWLfPjwgTRp0qBSqTAwMODp06cEBQURGRlJ7ty5lXX18bz800ki9wlubm6cPn06UXfqzZs3M2/ePMqXL4+zszMxMTEcOHCA1q1bky9fPlavXq3FqP9blixZaN++PdWqVaN27dps374dT09PMmTIwKJFi6hduzZlypRh3759NG7cmPLly7NkyRJth/1FarWaiIgIYmNjlQFVX79+zbVr12jbti1t27Zl7Nix1KtXj969e9OgQQMaNmyIg4ODliP/MgsLC4YMGYKdnR3Pnj3D29ubTJkykT17diZOnKjRHvPy5cu0bduWDx8+sHHjRmxtbRNdcHXxAvwtCdiAAQPYtm0br1694uLFi5QsWVIZZFvXymZlZUXVqlWZOXMm6dKlo3z58ri5udGxY0e8vb15/PgxS5cupVChQgCcOXOGdOnSadR86LqEx87JyQljY2Nev35NVFQUEydOZOPGjSRNmpSRI0cqbVOLFi2qrXC/Wfw5VbhwYSDui0RAQADHjh1j/vz5pEiRQlnn9evXdOvWjTFjxmi0G9N18cfw1atXmJmZkSlTJtRqtZJ8Xr16lXfv3uHi4qLNMMUXSCL3CVu2bGHhwoU4ODiQIUMGjffWr19PeHg4pUqVAuI+7Pv376dDhw44OTnh5OSkjZC/6NKlS3Ts2JHo6GguXLjA9OnTqVmzJnPnzqVJkybs37+f2rVrY25uriSnt2/f1nbYX0WlUhETE8Pbt281lkHcN80JEybg5eXFyJEj+ffff7l+/TqPHj3SVrhfzd3dnffv3xMeHg7EjR139OhRDh8+TM2aNfHw8NBY//Lly/j4+GBra0uHDh20EfI3MTQ0VG6EX6ohja8dHjRoEB07dqRz587KECO6WOMRERFB+fLlefv2LbNmzSJNmjTMnj2b7du3s3//furWrcu///7LzJkzKVKkCKdOneLIkSPUqVNH26F/lU91bMiTJw9hYWEMGjSItWvX0r59e/r168eiRYu4fv06r1690viM6qqECWq2bNnYuHGj0uHr+vXrdOjQgYcPH7Jp0yalA4RKpeLly5cMHTpUaROn69q2bcvGjRvp27cvrVu35vTp06RJk0Z5WgNxnapOnjxJ5cqVtRip+JK/vo3c5573m5qaMnHiRMqWLUuLFi3Yt28farUaW1tbtmzZwoQJE1iwYIHGNubm5rx79+53hf5dWrRowfDhw+ncuTO7du0iXbp09OjRg5w5c3L27Fnq1KmjF501qlatyq1btzh37hypU6dm9+7d1KxZU6PtEXz6+MYv04e2K/G8vLzYtGkTz58/J3Xq1IwcORIzMzPmz5/PypUrgbjODyqVChsbm082StYlFStW5OXLlxw9epShQ4eSLFkyjd7Rn6Nv7XPs7e1ZsmQJ+fLlY8aMGfTq1Uvj/YULF5I3b158fHy4e/cuN2/e1JtzEuIeFzdo0IAePXpw+PDhROedsbExNjY2jB8/Hjs7O6pVq6Y35evQoQNGRkb4+/sDMHToUKU5Q7p06Zg0aRLJkiWjVq1ayhAd+qRLly5YW1uTJk0aMmfOTJo0aTA3N+fcuXNcu3aNp0+fcuPGDfbt28elS5f06nP3t/mrE7mEN4WCBQtiYmLCmzdvOH36NBBXSzBz5kzKlCnDkiVLuHnzJiVLliRNmjSUKVNGZ9vCfUnr1q0ZMmQIgwYNYsKECZiYmJA1a1Zu377NixcvtB3eF5mamjJv3jxKlChBuXLluHv3LufPn8fV1fWrx0zT9YQgYYcZFxcXxo8fz9GjRxkyZAj37t0jQ4YMDBkyBCMjI9asWcPmzZvZvXs3kyZNYurUqYBul3Hnzp0kT56cw4cPU7ZsWapXr67M0fg1MmTIwKNHj5TH6boi4d88SZIkvHr1Cnt7e2bNmoWzszMNGjRINLvI1q1befDgAU2bNk20D11WpkwZxo8fT6NGjThz5gwGBgbK9HY3b97kyZMn+Pr6UqpUKWxtbalatarOz2oQz9/fn1atWtGxY0csLS3JlSsX7du3Z8iQIYwbNw6IG+po2bJlnDt3TueHNfqvc8rQ0BAjIyOGDh1KsWLFGDRoEGXKlCFnzpw8e/aMZs2aKbPe6MN5+Tf6qxO5eH369KFu3bq8e/eO9OnTM3LkSBYsWMDDhw8xNDRk4sSJ1KlTh5UrV3Ls2DHmzJmj8yPHf0nLli0ZPnw4gwcPVi5MoD83EScnJ+XC07ZtW3r06EFoaCjHjx/HyspKaa+jUqnImjUra9eu1ctvzRkyZOD69evKqPF3797VSOb69+/PP//8g42NDadPn6Zhw4baDvmrnTt3Dnt7e7p27crixYu/ervWrVvToEEDvLy8dOqYJvzseHt7Y2try6pVq7h69Sr29vYsXboUc3NzmjRpojEh/Mfb6ovy5cvTs2dPmjRpQpIkSfDw8FBq9MPDw6lXrx558uQhe/bsTJs2TWeH4UiTJo1GMxJLS0tWrFjBhg0bNHp7x09fGBAQQEhICGq1GkdHRx49eqTTiWnCc6tBgwZkzpwZS0tLDhw4wLp165T1KleuTP/+/T/ZHk4fz8+/iZG2A9C2Ll260LBhQ1q2bMnhw4fp168fPXr0wM7OjvHjx/Po0SNlUMSSJUsya9YsZeBKXbsgfcuHLX6MtSFDhhATE6M8MtCXD+v9+/fp2bMnI0eOZNmyZUDcvIetWrXC2NgYQ0ND3r17h0ql4tGjR0otlT7p1KkTlStXpkqVKsycORMDAwNq1qxJnz59GDJkCNevX6dnz55kyJABW1tbNm3aBOjuRTc+LpVKhZWVFY8ePeL58+d06dKFmzdvcvjwYeX9+Pg/LkvTpk3p2bMnfn5+OpXEwf8+OwEBATRs2JDevXsrbcKeP39OvXr1WLlypdIuNeHE8B+XWx9ER0eTMmVKxo4dS758+QgNDWXkyJE8efKEoUOHkjNnTvbu3cvevXsBdPKaOW/ePF69eoWvr6+yzMTEhNSpU2skZyqVipkzZ1KyZEkGDhxITEwM06ZNU8Zm1OVaxoTnZf369VmxYgXJkiWjX79+FClShD59+gDw8uVLnJ2dSZs2Lbdu3frkPoRu+utq5D6eQmbw4MEsWbKEjRs3Uq1aNcaNG8fatWtp3Lgx06dPZ9KkSdy/fx9DQ0NmzJhB4cKF8fb25sCBA1ouiSYjIyOWLl3KxYsXuXXrFjNmzFAuLP91kWnRogVBQUE0aNCA7du3/86Qv0mGDBlwdHQkefLkPH36VJlaLFmyZPTt25cGDRpQs2ZNDh8+TJIkSZRkO74RMuhughPv4+OUPn16du/ezZgxYxg7diwArVq1olatWty4cYOhQ4cmSmZ0tYwJ43Jzc+PChQvKOFybN28mefLkdOjQgSNHjih/g/gBc+M1bdqUAQMG0KFDB50dB7B+/fr07dsXT09Pzp07B8QlBilTpuT27dvY2NiwcuVKUqdOTbly5XQuGf2UhMfOysqKyMhIIiMjAahevTqZMmXi6tWr7N+/nxcvXmBjY8PatWsZMGCAMjyMrrKxseHt27dERUVhb2/P8+fPAQgKCqJ48eI0a9ZMOU8hrrNNrly5KF68OM2bN9fZ8xA0j1vZsmUZOXIkrVu35uTJk7i5uTFlyhS6dOnC8uXLgbjPW1hYGK1bt+bgwYPaDF18o7+u12r8iZ0zZ05u3brFmjVr2LVrFwULFmTo0KEEBQXRrVs3pk6dSsuWLenZsyf29vbExMTQunVrLly4wJgxYzAzM9NySTRFR0czZ84czp8/T6dOnViyZAkdOnTAxMREGaLhU2bNmoWHh4dOJ3Genp7Mnz+f0aNHM2rUKFavXs3KlSupWrUqT58+ZfDgwWzfvl2ZOP7ly5dERETw+vVrvUni4H/jTaVPnx4rKytluIPatWtTsmRJAGbMmMHKlStJly4dwcHBiaam0tUyJqwV6N+/PzVr1lSGgKlSpQpPnjxh7NixlCxZEmtraxYsWMDw4cOV7eOTuI4dO+r0zTNVqlScO3eOc+fOkSFDBlq2bMnu3btZvnw5PXr04OXLl9SvX5/Q0FAePnyo7XC/KOHnxsfHh3nz5rFs2TKlBn/Dhg1MnDiRDRs2EBERgY2NDSEhIbx9+1apidNVBgYGvHz5kqioKLy9vVm3bh3Zs2cHYPXq1Tx69Ij+/fuTLl06IK5tbnwnh7lz59K5c2dlzEZd4u3tTerUqZVaXgBHR0fu3bunJHETJkygb9++LF++HAsLC4oUKYKxsTGbN2/m8OHDWi6B+FZ/TY1cwgtSYGAgbdu2JWPGjERHR/Pu3TsCAgJwdnbG19eX9+/f0717dwoWLIiFhQVubm4awySkSJFCp79J29nZ0aVLFwoWLMiLFy9o2bIl7969+2L1vy4mO/Xq1WP06NH4+/tz4MABYmJiyJMnDyNHjuT169cEBgayceNGHBwcGDlyJIULF6Zu3bqcOXNG26F/lwEDBtCiRQtCQkJYvnw59+/fZ+rUqVy6dIlRo0Ypj+rik/RRo0ZpOeKv5+3tjZ+fH/Xr1+fs2bNERUVptJlau3YtGTJk4M2bN0RFRVG2bFmio6Nxd3dn8uTJtG3bVmeTuPjPTrt27ahXrx5nz54lV65cXL58mVu3bvH69Wvatm2Lm5ubRg2PLj+SS6hfv354enoyceJEXr58SZ8+fbhw4QKNGzfm3bt3mJub065dO1xcXEiSJAlVqlTRm44NAMmTJ2fPnj1cu3aNzp07c+3aNdzc3GjWrBl58uTh+PHjODs7ExsbS8mSJenatSuVK1fG1dVV26FrKFu2LMOHD+fEiRMMHjxYuU/Vr1+fsmXLsnz5cmbNmkVAQABz5swB4kYAKFy4MKNGjVLGptSX4ybi/DU1cvEJSqZMmbCwsKBGjRq8fv1aaUeVKVMmDAwMiI6ORqVSkTt3bsaNG0f16tU1vtnExMTodBJnYGBAeHg4Q4YMISQkhOTJk7N8+XLMzMyUnkefo2tJXOrUqWnTpg29evVi8eLF3L59m3v37rFp0yZq1qyJhYUFHTt2xM7OjsePH9O9e3cuX76sMcuGrkt4PIyNjXn69CkRERGkSpWKFStWUKRIEXbt2kWjRo3IkiWLsu6ECRP0KokzMTGhUKFChISEcOrUKWWIm4Q3ixo1ajBkyBDGjBlDmTJllHXOnj1Lo0aNdCqJ+9znaOXKlWzbto2kSZMya9Yshg0bxuDBgzl27Bi3bt0iIiJCY31dvFkmT55c47WrqyuVKlWiadOmTJkyhWfPnmFlZUWBAgVYt26dMuzSv//+y8GDB5WB1HV1jL9PHbsnT55QunRp0qdPz6RJk8iQIQPr16+nW7duDB06lNu3b7NmzRrKlSsHxF2b7t69q3NPZnbt2sWkSZNwdnamX79+yrimYWFhuLu7s2TJEnr27KkkcWZmZjRr1gw7OzuNAcZ18biJz/trauQAatasSUBAAK9evaJevXo8fvxYSV7q1KnDlClT2Ldvn/LIp3Tp0jrXOPdjJUuWxN7eHiMjI9avX6+0XYG4pK506dL07NmTM2fO0KNHD50vT0J58+ZlwYIFNGzYkH///VdZHv9tsUCBAoSGhuLr68vSpUuBuNrIFy9e6FxS+iXx7XMcHR1ZsmQJmzdv5tChQ4wYMYJly5bRtm1bbty4Qd26dZXHxbrs49pdIyMjtmzZwsGDB+nXr5/GuqampmTKlElpUxYvPhHQtWOZsGyNGjUiZ86cWFlZsWzZMvbt24dKpcLY2Fj5LJqbmzN9+nSMjIxo0KCBzpUnoTFjxmBgYMDo0aOVBu9Vq1Yla9asjB49mgoVKjB58mSGDx/O2bNnWblypTK1X8LBfnW1RifhsatevToZMmQgKiqKkydPcuTIEZInT86OHTu4d+8eHTt25MqVKxrbJ0uWjE6dOtGwYUOqVq361cMd/Q4lS5bk8uXLPHr0iObNm+Ph4cGdO3cYOnQod+7coUaNGkycOJEZM2awY8cOVCoVnTp1Inny5JQrV06v7g1C019TIwfw7t07bt68Sbp06bC2tkatVisjcK9YsYKWLVty/fp1tmzZoiRxn2tbpgv69u3LmDFj6Nq1K1OmTGHq1KkYGcV1RI6/kO7bt4+VK1fyzz//KNP/6OK8lJ+SMmVKzMzMNKr7AWUYgxMnTnDy5EkyZsyobBMeHq5Rg6oPfHx8WL58OQULFuTBgwd069aNevXq8fTpUxo1aoShoSEPHjwgX758Sls5XRd/s4wfJd7ExIQ7d+6QOXNm7OzsNI6Ps7MznTp10piXFOJqv3Ux6YmPqX///koP99jYWFatWkX9+vVRq9VERkZiaWmJp6cnc+fOJXXq1Hh5een8uXn27FllEPT06dMDsGnTJpYuXYqFhQVdunRh2rRpzJo1i+vXr3Pz5k3Kli1LcHCwxn50MYkDzbaagwYNolixYuTNm5cNGzbg7u7OkydPKFOmDI6OjowePVpjjtGkSZPSrFkz8uXLR40aNXQqiWvevDmrVq3C0dERgNmzZ7Ny5cr/Y+/M42rK/z/+bN+lIsm+ZhvG2BkkS7aUSLtKUgghFUVSqGxJQxQVkXXIvo917LuxZF/KFqJU0vL7o989U5YZ8x3j3jjPf+jcz7mP97ln+bzO+/NeqFatGpMmTcLQ0JDk5GTGjh0rOC2mTp1Kbm4uXbt2lfm5TuSv+S7O3IABAzAzM2PXrl1ERUWRkpLC4sWLqVWrVqkLePPmzXh7exMcHCzT7X+gOEbKzs4ONzc3+vbtS5s2bejatSv29vbAnw/S/Px8EhMTUVBQwNbWFpC9JdRPcePGDTQ1NbGwsAAotTQseXuUk5P7aBHjsnKMAA8ePODSpUts27YNHx8f5OTkWLJkCQMHDiQtLY0FCxbg7OxMWFiYTC0v/h3m5uYcOXKEBg0akJ2dzYIFC+jYsSMBAQEYGhqioKCAjo4O06ZNQ0dH5wPvhyxja2uLpaUlgwcPxsPDg02bNgEQERGBq6srUPziUbt2bW7dukXXrl2F5UZZvjaXLl3KjBkzsLS0ZMiQIUKLwtTUVAwMDKhcuTL79+8Hiu+xP/74g+7du5eJlnASzMzMsLKyYujQodja2rJ7926guLcxFJeK6dq1K61atWLw4MHCfs+fPycxMZHBgwd/0EFGmjg5OTF9+nScnZ05f/68sD0uLo6NGzdSvXp1YZl1/fr1mJiYYG5ujqOjIw4ODjK9DC7yeXzzdeRUVVWFgNwtW7awb98+lJSUcHNzIzIyklGjRnH37t2PFqqUVVezkZER3bt3Z+LEiZw7dw4FBQXu3LnDrl27qFevXqmx8vLyZGdnM3HiRKKioqhfv/4HleVlldTUVDZu3Ii7uzt3795l48aNpSZBHR0dlJWVadOmDerq6uzdu5erV6/y9u1bKVr9z9m6dStbt27l2LFjuLq68uOPP6KiokJ2djaNGzfm1KlT3L59m9mzZwOymZTyMZ4/f87ly5dZsmQJ7u7unDlzBnt7e+Li4oRjfPPmDSoqKnTr1k1ma6n5+/vz/PlzoqOjgeKCsTo6OsyZM4fz58/To0cPFi9ezNixY6lUqRIhISHk5uaycuVKZs+eLSyxymIdNQklf/fVq1ejpKSEj48PUCzu7t69K9RM8/b2Jjo6Gi8vL+Tl5blw4UKZanlXq1Yt9u/fz5kzZ+jbty9z585l3LhxrF69Gi0tLQwMDLhx4wb169f/IKZR1jKNbW1tCQ8Px9raulSpl/bt2/P777+zdOlSCgoKsLKyYvLkyUyfPp2HDx/y7NkzYaykV7VI2eWb88iVXLZQVFQkNzcXLy8vOnToILw17ty5k5iYGHJzc5k/fz5169YtUxfy8+fPyc7O5tatW8CfgjM9PV14gy65DCn57P79+ygrK0vB4r/nY8tNubm5rFixgtTUVKZOnSq8HaupqaGvr09UVBQVK1akUqVK6OnpUbFixTIn4kqyZs0axo0bx++//07VqlXp2bMn0dHRKCkplRona0IHPn7+jhw5wpw5c3j48CFLly6lQYMGHDhwgG7duhEXF8fmzZtZvny5THurNDU1ad68OX379sXR0RE5OTnevHnDnj17OHDgANWqVSMwMJCZM2eSmJjIgQMHkJeXJyIiAnNz81Ixq7IqckqKuLZt2wKwYsUKZs6ciYWFBa6urtSuXZucnBwmTJhA3bp1CQsLQ15enoEDBwoCXFaPT4LkmViynuEvv/xCYGAgK1asAIp7ANvb21O+fHlev379l6WbpE2tWrWYMGECZ86cKSXi4uPj8fX1RVNTU/h73bp1GBoaMmvWLCpUqFDqe2TtnhP553yzyQ7Dhg1DQUGBnTt3cufOHYYNG8agQYOYMmWKUOywR48e+Pn5cebMGaExcllBU1NTeFuUvAlPmjSJOnXqCEs76urq1KxZkytXrgDFvRGvXbsmU2+VkydPZv369Vy9evWT3hhjY2NGjhyJsbExKSkpKCoqkp6ejpKSksyl//8Vn+ttkpS4WbhwIampqYwcOfIrWPdlGDBgAMeOHSuV2d2mTRvGjBlDjRo1GDJkCNevX//gt5Blb46uri6hoaFUqVKFtWvXsnz5csH2du3aMXPmTJydnbl79y4NGzbE3t6e06dPs2XLljL1gjhp0iQsLCxYvHix0PlF0qFi06ZNLFy4kLS0NFRVVTE0NBTajMli2633GThwIOrq6ixfvhwzMzMmT56MgYEBwcHBxMTEAMXP1NjYWFJSUpgyZYqULf57NDU1cXR0ZODAgZw7dw5vb28WL15M48aNsbGx4eHDh6XusxEjRlCrVi18fHxE8faN8U0KuUqVKrFv3z7U1dW5c+cOwcHBPHz4kClTpnD58mUiIyPJzc0FoHXr1pw6dapMX9iSSdDHxwcjIyNcXV0pX748e/fuJSkpSWbLVPzwww/MnTuXd+/eMWbMGG7cuPFJsVO5cmWMjIzo3LkzOTk5XLt2ja1bt8ps/8aSNGrUiLt375bK6vscZP244uLiuHv3LkFBQQDUr1+fJUuW8Pr1a4YNG1bqhcHY2JgFCxbw9OlTPD09uXr1qrTM/mwGDx5MXl4eq1evRkdHh/DwcAwNDVmzZg3Lly8HwMTEhDVr1uDo6MjNmzcJCgri7du3QhN1WT+HEry9vXFzc8PR0ZH79++XOne2trZMmjSJjRs3smLFilKxjLK4FP4+CgoKJCQkoK2tjZmZGQDh4eHY29vj6+vLuXPnkJeXZ/LkyVSoUIHu3buXiXMGxWLO1tYWe3t7KlSowMuXL+nXrx8vX74UxnzsHJWF8yby+cimz/hf8urVK2JiYjh27BhbtmxhyZIlmJqa8vbtW5ycnIRK3QAnT56U+Uyyv0PiyVBWVkZZWZly5cqxbds27t+/L7MiDuDSpUvMmDGDzMxMIX7vU+fi0aNHHDhwgKCgIMLDw9m8ebOw7CHLD92RI0eyb98+duzYQdeuXalbt26pz//qupPl45JkDQ8fPpyxY8cCkJKSwrx588jPz2fRokVCBh3A4cOHuXv3LpUrV8bLy0tKVn8+jo6OzJkzRyj18vLlS3x8fHj06BHW1tYMHjwYOTk59u/fT1xcHCtWrGD16tUYGhoybNgw4Xtk+RxK0NPTo3PnzkyePJmTJ08KIk6S0Z+UlMTMmTNxd3fH2Ni41L6yKAZK3lPKysoUFBTg6emJkZGR8NLh4+PDpk2bcHNzY//+/cyaNUvw8JelDM6srCySkpJYuXIlr1+/5tq1a4KIe38puSSyeN5E/ne+KY+clZUVKSkpXLhwAQMDAzZt2sS8efM4ceIEHh4eaGpqYm1tzR9//IGZmVmpAojfAmPHjqVLly5oa2uTnp7OgAEDANl8+1JUVBQKvkoyqFRVVRk1ahR37tyRSZv/KXJycowYMYJ69epx584dOnbsiLq6Ovv372f16tU8fPhQ2ib+KxQUFBg8eDAzZsxg9uzZwkuDmZkZQ4cOpaCggKFDh/LixQu0tLQICwtj48aN7N27V6bPrZOTE+Hh4QwZMoRt27aV+kxPT4/Q0FAMDQ1Zu3YtCQkJwJ+xZSdPniwTXuKS1KhRg8OHD+Ph4cH27dtLfSYp9gtgamrKnj17ZHYJ/H2GDx+OpqYm27Zt48qVK9jY2ODm5kZ4eDi7du0CoGbNmhgYGPD06VPu3LkjlKQqK+dOQknP3Llz54SXK1kOWRD5cpSN147PoGrVqvTv35+dO3cybNgwsrKy8PDwYOzYsejp6TFt2jSWL1/OtWvXyMnJ+SAb6VtASUmJdu3acfXqVZkWcYAg4saMGUP//v3R19enTZs2REVFUa9evTLvJYXit96TJ09iamrKtm3bGDp0KAsXLqRbt25ERUUxe/ZsqlWrJpQ9KCtI3vQLCgq4cOECcXFx+Pn5MXz4cAC2bNlCbGwsCgoK7Nu3jwkTJrB69WqqVKkiiDhZPbf9+vVj9uzZWFtblxJxo0ePpmbNmjx//hwfHx/S0tIYNGiQkABx/Phxjh8/Xia8xO8j8eQYGRmhoqIC/OnVMjY2ZtKkSQDs2rVLpoP/S6Knp4eTkxOenp4sXryY/v37c+zYMe7du0fbtm2FRIC7d+9y/Phxbt++LVyXZencSSjpmfvxxx+FlypRxH0ffFMeOVVVVWxtbfH09OTKlSscPnwYBQUF9PT0mD9/vuCBk4gbWRU5/ytGRkZ4enoK2bmyfnzDhg3D398fJycn7t27R5cuXejfvz+KioqMGjWKmzdvyvwxfIqSdgcGBqKvr4+/vz8ZGRk0b96cXbt28fTpU3Jycjhz5gw7d+4UapGVFaZMmUK3bt24dOkSrVq1olatWoSGhgqTSIsWLXBwcKBevXo8fPgQT09PoQWeLJ5TLS0tfvnlFxo0aEBgYCA7duwAijM4K1eujLW1Nc+fPweKS9+Ehoby448/MnXqVGFsWWXOnDmYmpri7e3N3r17yc/PR1VVldjYWN69e4eLi4u0TfxHKCoq4uLiQteuXdm7dy/jxo0jLi6OGjVq0KtXL2xsbDh16pTMXoslKWmjnp6ecA1+DE1NTWxsbBg7diyLFy8mMjLya5kpIkW+KSEnoWXLlvTu3Zt+/fpRvnx5njx5wqhRozh79qwwpizcwP8GWT8+RUVFFi5cyIsXL/Dz8xO29+7dGz8/P169eiXU+CtLtGnThpSUFF6+fCksa/Ts2ZMJEybQo0cPdHR0OHToEDt37mTcuHHY29vTq1cvMjMzBY9WWaBHjx7ExMQwcOBATp06hYGBgVCrKjQ0lLlz5wpjtbS0hJcoWV+2atq0KSNGjMDQ0JBFixZhYWFBw4YNcXR0FFpWSe4tPT09hg4dyqxZs8qs56PkcyIhIYEmTZpw+fJlnj59SuPGjdHS0qJLly6CB13WsbW1JS0tjYMHD6KlpcXmzZtZu3Yt69atY/To0WhpaeHg4MCDBw/o0aMH6enp0jb5Lyl5fkaOHEmtWrVYtmyZUIngY2hpaWFsbMy2bdvK7HUp8s/4JoUcFL+Z1K5dm5CQENq1a8eGDRvw8PCQtlkiJYiMjBQ8HSUfOMHBwXh4eHD79m2srKy4f/++FK38fDp27EhERATr1q1j0aJFpXqirlu3DiUlJerXr89vv/2Gj48Pb968AYoLzEr+X1awt7fH3d2dTp06Cds0NTUZPXo0Y8eOxc/PTyhhUdZo0qQJo0ePpl27digoKNC+fXsyMjJKTarvxx6V5VikkrYPGzaMhg0bUrFiRW7cuEFISIjQ5UaWBTgUZ7ZPmzYNCwsLwsPDiYuLo1y5csTHxzNlyhSOHj1KgwYNmDFjBkpKSvTq1UumX3ZLEhgYiJ2dnVA3LjU19bP2K8vXpcjnU6aE3P+yJKqoqIiVlRVr166V+QfRt8qnzpeLiwvu7u5MmjSJI0eOCMVT7e3tMTMz4/Tp08ydO7dMPYimTZtGu3bt2L17NzExMUL7sC5durB06VK2bNnChAkTShWKLYsYGxsLNbkuXLggbG/bti3JycnIy8szevRokpKSpGjl/06jRo0YN24c1atXJyoqis2bNwOy7+l+n6ZNm3Lt2jUA8vLyPmn/+xN+yXFlQcRJUFRUpE+fPkyaNIk7d+5w6tQpMjMzMTQ0ZP78+UJGZ1kKrzEzMyMkJAQHBwcuXboEFIcR1axZUzi3ZeE4RP47ZD9q9f+xsLBg3rx51KpVC1VV1c/aR15envz8fJKSkoS3SpGvS8kHjKmpKba2tjg5OaGtrU1cXBy3b98mJCSEXr16YWBggJaWFj179uTMmTPMnj27zARXS66tKVOmsHfvXnr27MnQoUPR1tYG4MqVKzx69IiXL1+WKRH3qaSEK1eucPr0aYYPH06jRo2E7enp6axZs4bBgwezdu3ar2XmF+fKlStERERw9+5dhg0bhqWlJVC2yjaYmJiwb98+ZsyYQWhoKDVq1Pik/e+/LJUcV1ZEHBQnUSUnJ+Ps7MyZM2cYMGAAAQEBmJmZ0axZM2GcLIu4OnXqCMkYUFwX9fHjx1y6dIm6devi6enJwYMH2bx5M+Hh4UDZui5FvjxlwiOnpaXFgQMH0NTU5PHjx5w9e5bff/+ddevWCWNEF7JsExgYiJWVFRcuXMDIyIhXr14REhLCb7/9RmJiItWrV8fAwIBnz56hoKBAhw4dytQEAqCioiK0CLt58yYvXrxg3bp1LF26lBcvXmBpacnMmTOxtbUtFa8pq5Sc6KytralWrRq6urps2LCBs2fP0r17d8aOHcurV69YvXo1qampeHt7k5+fj729PVC2vDkfo0mTJowaNQoDAwPWrFnDqlWrpG3SZ9O+fXtWrVrF/PnzqVixIubm5qxdu5azZ8+yZcsWYdy3+uxUVVWlSpUqBAUFYWpqyvbt23FycpK2WX+JgYEBv/32G9HR0SxbtozMzEzMzMyYOHEi9+7do3bt2pw9e5arV6+SmppKdHQ03bp1K+UVF/n+UJS2AZ/Dmzdv2LRpE3fv3uXSpUt07NiRsLAwTExMuHr1KlFRUd/kg+hbwdraGisrK2xtbbl06RJWVlYsXLhQKHXg4OBAy5YtqVevHgUFBWzYsEEoyinL59XLy4uioiLmz5+PvLw8b9++RVlZmS1btnDmzBlu3bpFz549kZOTY8mSJRw5coSioiLq1q1bJoScRMQFBQVha2vL0aNHady4MV27dmX79u3MmDGDvLw8rK2tWbx4Mbdu3SIzM5M+ffoI3yGLIu6feGIuX77MggULCAwMpHnz5mVKyB0/fpxVq1aRmZnJvHnzOHv2LAYGBkRGRtK7d29+//13EhMTZfoeK0m/fv04fPhwqa4Ff0Vubi63bt3CwcEBc3PzUuJVVnn8+DETJkzA398fgIULF3LgwAF0dHRo27Ytc+fO5ciRI6SmptKgQQPOnTv3zdVDFfnnlAmPHBRnyS1evJiePXty/fp11NXVGTNmDOPGjePChQts3LiRffv2CTEDIrKDn58f+vr6jBs3jv79+zNnzhyCg4OJi4tDU1MTFRWVD1LqZV3EAYwfPx4/Pz8CAgJYvHgxcnJy7N27lxcvXjBo0CCKiooIDAykY8eO7Nixg7lz59KpUycOHjwobdM/GxMTEyIiInBwcODixYtA8XF37dqVffv2CaVGqlatioKCAvfv35fpoqolRdwPP/yArq4uN27cICsri9evX39yv9q1awsFY2Wdksc4ZswYrKysMDExIS8vD0VFRS5cuEBGRga5ubmoq6uTlJTEunXrePTokZQt/zQ2NjZMnDiR5cuXExMT85fnqiTvP0dk9bp8n759+zJ37lzMzc2FdnaSY5GXl0dDQ4Po6Gg0NDTo379/mbguRf47ZDb4SOKtkcRH7d69mw0bNgj1jLKzs+nbty87duzg2LFjdOnShcOHD2NtbS01m0VKIzl3VapU4fHjx/zwww9EREQwbdo04uLikJOTw8bGhn79+qGoWNo5LMsiThI3NmfOHAICAoQs2507d5Keno6Li0spb9bhw4cZMmQIPXr0EEScrBbEfT8eUUtLi7y8PNLS0oRtc+fO5cSJEwwaNEgoZvzw4UPu3bsn80VVJedlypQprFixgsWLF7N7927mzZtH06ZNP7lfyYKxskr79u0BBCENMH/+fLKzsxk8eDAA+/bt4/r161hZWeHo6MjFixdp3rx5qd6qssjq1avZuHEjvXv3xt3dXYg9/TskzxHJeZPF6/Jj19TWrVuFFScJhYWFqKmpYWVlRUJCApUrV2bgwIEyf12K/PfIpEeuY8eOODo6EhgYyKNHj4Q3EUdHRwYNGoSdnR3Jycnk5ORgbW1NVlYWhoaGtGvXjk2bNsnkzfo98Kklqz59+rB48WJUVFRwd3fn119/BUBdXZ2EhAQuX74s9ECUdSZPnoyuri4+Pj68e/cOKG4FNG3aNB48eEDnzp0/WjPNwsKiTBX89fDw4OTJk9SuXRt/f3/69u1Lamqq0FpNW1ubK1eu4OTkxN69e6Vt7j/CxcUFPz8/3NzcuHLlCt26dcPMzAxNTU0mTpz4lzW6ZJXy5csLHQp69+4N/NkGb8yYMTRv3pzGjRvz6NEjhg4dytOnTz/4DlkN/ldWVhYShEJCQvjpp5/Yt28fS5Ys+exlxbp163Lz5s3/0sx/Tfv27dHQ0ODq1aukpaVRWFj4wTnR0NDA3t6eChUqEBYWVmZKw4j8t8ikR65Ro0bUqVMHPz8/DAwMhLeqFStWoK6uzu3bt8nMzMTe3l5otZWWlibEVonZqdJB8sDp2rUrNjY2NGjQAHV1dXbu3MmKFSt4+vQp7969Q0NDg/r16xMXF4eenh4hISFStvzzMDIyYvTo0Tg4OBAaGipcZ4sWLWLChAlUq1atlEe45LUoEXGy+uZc0i4HBwemTZvG69evhTZVYWFhyMnJCYVh9fT0uHv37mfHK8kKcnJytG7dmo0bN3Lo0CHS09NZvXo1sbGxyMvL079/f2mb+D+RkZHB4MGDqVSpEhs3bgT+bIO3efNm2rdvT15eHv379xdE3PveV1kUcYAg4mxtbcnPz6du3boMHz4cNzc3ypUr97f7u7q6cuzYMapWrfpfm/rZ+Pv74+7uLvwdHBzMkiVLiI2NJS4uDjc3N5SVlT/wtr1584Zly5YxY8YMIY5YFHEiMpnssHjxYgoKCjA3N2fy5MkEBQUJD5+YmBhGjhzJ5MmThRpd7yNe2NIjKChIiA/Lyspi48aNREVFsXDhQpSUlFiyZAnp6em8ePGCjIwMevToUSYSGwCuX79OUlISWlpaQtcQNzc3CgsLiY+PR01NjRkzZiAvL8+SJUuAD69FWZ0sJXYZGxtTVFTEyJEjBQ/GkCFDSExM5Ndff2XZsmW8fv0aDw8P3rx5w7lz56Rp9j+mqKiIwsJCDAwMSnk7fvvtNzp37oy5uTnh4eGCt7UscebMGQYPHszy5ctZvnw5zs7OFBYWcufOHebPn4+JiQmVKlUSlsll/X4ryYQJE/Dw8MDHxwcvLy8hgUqSSPQpz5yTkxO+vr4MHTqUhw8ffmWrP46WlhYtWrRASUmJrKws7ty5Q9u2bXF2dubFixd4enrSv39/NDU1WbBgwQf1/0p22ShL51Dkv0PmPHKSt8TY2FhWr15Nhw4dCAgIwMDAAICjR4+ip6dHx44dpWmmyP9T8m2xZcuWNGvWDAcHB9q0acOvv/6KiYkJvr6+vHr1Cm9vb7p37463tzdjx47FwsKC/Px8FBQUyswD6eHDh+jp6WFra0vbtm1ZvHixcM0uWrSIKVOmEBwczNixY6Vs6T+nbt26rFu3joiIiFKejnPnztGvXz/U1NSYMmUKYWFhKCkp0bt3b5mu8/cp7+ft27dp0aJFqbpiABcvXiQ9Pf2z61RKm5K1xhQVFSkoKOCPP/7gwYMH9OrVi3Xr1gm/wdWrV6lbty4NGzaUlrn/Mzo6OvTq1Yvp06ezYcMGoYzIoUOHcHZ2ZujQoWhpaQGlvYxOTk5MnTqV8ePHk5ycLC3zPyAzM5OhQ4fy+PFjzM3NMTc35+jRo5w+fZrbt28TEBDAmTNn6NGjB6NGjRI8cyIin0ImnsCNGzdGT08PKO2x6Nq1KyoqKjRo0IDJkydjaGjIgwcPiIqKYsyYMdSvX19aJn/3NGnSBPjzfFlYWODq6sqtW7c4c+YMmZmZhIaGsn37dtq0aYOPjw+VKlXi8uXL7Nq1i7Nnz8p8YPzHmDNnDuXKlePHH39k6NChmJiYsGjRImECiY6OZtasWdStW1fKlv5z7t27h5OTE48fP+bnn38WtsvLy3Pr1i169+6Nubk5VlZWWFlZybQIL+nB6Nq1K926dROOac6cOdy7d4+YmBg6duxI5cqV0dLSwtHRkfT09DJRzqFDhw4sWbIEIyMj4E8vzbJly9DR0cHZ2ZlatWoJy6z79+/n4cOHODo6Ss3m/5Xs7GwKCgoE4SoJV/D19SU1NRUHBwe8vb3R0tISrkVnZ2cmT57M6NGjZa7siJycHC9evGDixIlkZWVhbW1dqqh2dnY2ISEhnDp1iq5duzJx4sQPksFEREoiVSEnJyeHoaEhBw4cYMKECejr6wsP3/j4eOrUqUPXrl1ZtWoVNWvWZNKkSVSsWJHff/+d/fv3c+PGDWma/90ybdo0nJ2dgT+9HqampvTs2ZOmTZuWilGcN28e27dvp0WLFkyePPmDmBZZftOcOnUq8fHxWFpaoqOjAxQvlW7atImGDRty7NgxnJ2d6d69OwsXLhTE3OzZsxk5cqQ0Tf9bPuatevfuHdu3b2fSpEl07dpVKC1SWFgoCLa0tDQePHgg8yK8ZNZwdHQ0s2fPZtGiRQQEBADF5R0ePHjAggUL2Lt3L8nJyejo6DBkyBBpmv3Z1KhRAz09PXx9falWrRpQ/MysV68etra2bNu2jWHDhlG9enUhPtPT01Pmj+9j12VeXh5Pnz7F1NRU8DxK7rWUlBTy8/NRVVUVBHjnzp2ZNWsWY8eOlSkRJzm2oqIiDA0NSU9PZ9y4cezYsYMaNWrg4uIijMnJyWH69OncunULbW3tUsupIiLvIxNZqwMGDBDiqMLCwoiOjqZevXo4Ojpy9+5dAIYOHYq5uTkvXrzAzc1NCIAtC7FV3xqtWrXi3Llz5OfnU61aNR48eICcnBxTpkzBzMyMpKSkD+JWAgIC0NXVZfz48TIt3iQYGRlx5MgRAHbt2kXDhg2ZNWsWJ0+eJCsrixMnTuDi4sKBAwfo0KED8fHxnDt3jkGDBknZ8n/G8OHDady4Mfr6+qxYsYIzZ86QlpaGmZkZCxcuZM2aNXh7e0vbzP+JKlWqsHz5ckaPHk1RURFt27Zl+vTpxMTEMGXKFAC6d++Ojo4O+fn5bNq0SRCtsipQ9fX1hXhhKysr7O3tefbsGXp6epQvXx5nZ2fu378vjG/RogVbtmxh6dKlTJ48GZDdZ2ZJL2rz5s2Rk5NDQUGBU6dOYWhoyO7duzl9+jSjRo0iNzeXd+/eERMTw8aNG9mxY4fwciERuWfOnJHyEf1JyWMbP348HTp0IDg4mHPnzqGrq0t4eLjQPWTFihXCfioqKuTl5ZWJZ6aI9JCakPvpp594/fo1t27doqioCAsLC2JiYnj06BEZGRnY2NiQlpZW6qE6evRoatSogbe3t3hhywD9+/dn+PDhTJ8+nYMHDyInJ0doaCg//fQT27ZtIzY2VsgqLomsljl4H1tbW+bOnUtUVBTPnz/H2NiYKlWqkJycTLNmzXj58iW+vr7k5ORgbGxM3759ZV70lPztfX19cXd3Z/369dSuXZsaNWpw6tQpIiIiSElJwczMjMjISPbu3Yubm5uULf9njBgxgp9++omXL1/i4+NDUVERampqDBgwgFmzZhEbGysIm5LIqsiB4vAFT09PIiIi2Lp1K1DcNcXZ2ZkGDRoILxbv319GRkbcuHFDZo/rffz9/enXrx95eXlUrlyZzZs3M2vWLKpWrUp8fDwZGRk8e/YMLS0tNDU1adeunRCrKevHGBAQgJ2dHf7+/pw8eZLU1FSgOAs8PDycSpUqkZSUxMqVK0vtV1aemSLSQSoL72ZmZixbtowtW7YQHBzMnTt32LRpE2/fvmX58uXs379f8OaUzGiMjIwUvkO8sKVPTk4Or169Yvjw4RQVFXHo0CH8/PwICwujT58+FBYWEhcX90HMUVk5b0lJSaipqREaGoqXlxdjx46lZs2a+Pr60qRJEy5fvixkNx44cIADBw5I1+DPQPLbV6pUiZo1a2Jvb8+xY8eA4ur5NjY2uLu7M3XqVLZv346Kigp2dnZl6n5TU1NDR0cHExMTzp8/L9idk5PDhg0bKCoqIjQ0FHV1dcaPH19qX1kVAhUqVMDHx4cqVaowcOBA5OXl2bx5M2vWrCE/P5/BgwczePBgHj16xPXr10vtK/m7LAid4cOHM3jwYOzs7Dhz5gze3t74+vqyfPlyTp06RZs2bRg+fDgaGhoUFBQwY8aMMiPiGjdujJmZGaNGjWLfvn3CdgUFBZ4/f86ECRMIDQ1l1KhRpKens2vXLmFMWbn3RKSDVGLklJSUgOJCsTNnzqRGjRoA7NixA1dXV+zt7ZkwYYKQACEpjFgS8cL+unwsdmXnzp1ER0cDxd7STp06UVRUhK+vL2fOnMHFxYVevXp9bVO/KMuWLcPf35+IiAgGDhzIsWPHGDRoEJaWljg7O5fJ2BVra2vOnz9PixYtyM7OFrZLquf36tWLChUqCH1vLS0ty1T1+JycHGJjY4mMjOTnn39mxIgRpT7bsGEDwcHB1KtXT4pW/jPS09M5evSoUD7F2tqavn37ArBhwwZWrVqFrq4ufn5+n0wCk3WhA8Vt02bNmsWZM2cwMzNj+PDh+Pj4cP78edTU1MjKymLWrFlMnTqV4OBgoVajLB7b+/eLpqYmmpqaQqs7CQUFBSgrK/PixQv8/f3ZtGkTe/bs+ZqmipRxpCLkfv/9d1atWsWUKVOoW7cuCxYsoHr16kBx8cqhQ4cyfPhwPD09qVChAiAKN2kj+f1NTU0xNzcXCqfu27eP6OhoCgoKGDVqFB07dqSoqIiJEycSExPD+vXrpWn2FyEmJoaJEycyZcoUxowZQ15eHhcvXiQjI6PMiJuS7Nixg3379lGrVi3hvpMcR0JCAkVFRZiYmACl77uydA8+efKEFStWEBYWho+PD8OHDxc+y83NJT4+nn79+knRws9HkrEYERHBwYMHuXbtGgoKCri4uNCnTx8A1qxZQ1JSEtra2oSHhwsJEGUJVVVVWrZsyZMnT2jVqhVRUVFCT2ZFRUV8fX0/WnZKVuMZJffLqFGjsLCwICsrC0VFRX744QdhjCRpw9TUlA4dOvDs2TNCQ0NluqyPiOwhlaXVx48fU1hYSMeOHenVqxc7d+4kMjKS0aNHc//+fZKTkykqKmLp0qWkpqYSGxsrDTO/e2bOnElBQYGQ6TdjxgwGDRpERkYG6urqeHl5MWLECCEuZ9iwYXh6eqKiosLevXtZuHAhILtLOv9kuXDp0qUATJ8+nYKCAqKiooCyJW4kvH79muHDh5OQkEBwcDD379/nwoULQPESXnZ2Ni9evJCylf+e58+fk5CQABQXlC0sLGTx4sXAn90CZBk9PT2eP38ueH3fvHlDYWEhr169YsKECcyePVvoPb1t2zbWrFmDmpoaDRo0kJnit5/iY/debm4u69evZ9SoUTRu3JgJEyawatUqoNib9cMPP/D48WMOHz4sDZM/m5LHZmtri7u7Ow4ODmRkZHD79m0GDRpEeno6Fy9eFASbi4sLV69e5ejRo8L3yOIzU0Q2+SrJDi1atCAzM5PU1FTevHkDFFe3Tk5OZtq0ady4cYNdu3aRkpKCl5eXkHXVsWNHfv/9d5l94/qWKVeuHN7e3nTt2pWNGzeydu1aYmNjGTduHM+ePUNRUZHY2FgqVqyIhYUFDx8+pFu3bvj4+HDy5ElB/MkqioqKrFmzhmvXrnHv3j1iY2OFB+dfCc8hQ4YQFhaGra1tmesx+j5aWlokJiZSt25dVq5cyf379+nVqxfVq1fH2Nj4m7nvKlSogKOjI5MmTcLNza1M9Ly1sLBg7Nix7N+/n0WLFpGdnU1WVhbGxsYsWbKEXr16oaqqyuTJk5GXlyc+Pp7t27eX+g5ZjWssaZeRkRF6eno8fPiQx48f06RJE+bOncvr168ZPXo0d+/epWLFikRGRqKtrU3fvn3LjMBp2bIlFhYWXL9+XchE7dGjB1OnTuXevXscP36cJ0+eYGNjg66uLl26dPlm7jmRr8t/LuTMzc2JjY3lwoULvHz5khkzZvDgwQPS09OZM2cOb9++ZdKkSdSoUYMtW7aQkpKCj48Pt2/fFr5DlssBfMtUqlQJR0dH+vXrx/379yksLMTV1bVU+6IDBw6Qnp7OwIEDgWLRLin2K+uYmZlRrlw5Jk2axB9//MHhw4dZvHgxeXl5fynmOnXqxKFDh76ytf8NWlpaxMTE0LVrV5KSkrh16xZRUVHfXDPuSpUqYWJiwtq1a2X+mAwMDFi7di21atWiqKiIffv2kZeXx+LFi7ly5QpBQUFcv36dZcuW0aZNG0aPHo2BgQEBAQFC4kpZYPLkyZiamqKrq8vNmzd59uwZnp6emJmZ4eLiQtWqVXny5Ikg/Hr27El+fr7MevhL0rhxY3bv3o28vDwhISH88ssvwmc///wzlpaWmJqacvfuXZ48ecKwYcPKzLGJyB7/uZAzNjZm3bp1nD9/njt37vDDDz9w6dIl9uzZw927d1mzZg0DBw7k7NmzVKtWjVOnTrFs2TImTZr0X5ol8pkYGBjg6OjIoEGDyM7OpnPnzkBxfaO3b9/Sp08fpk2bxoABA4SafyC73oCPoaOjw9ixY2nZsiUZGRm4urqSk5Pztw9VWT3GfzoZlCtXjpiYGGrUqIGTkxPXr1//pieUsiBQLS0thRZ2V65cQU5OjqFDh7J27Vq6detGbm4upqam5OXl0bZtW3r16sXUqVNl8nr8GB4eHnh5eeHi4sKxY8eYNWsWdnZ2WFpacuLECZo0aULjxo2pXLkyd+/eZfPmzTJf4+99LC0tmTlzJmfPniUwMJCUlJRSn2toaAAIq1Rl6dhEZIv/VMhJJrouXbqwdu1aQkNDuXr1KuXLl2fy5MmcOHGCPn36MGPGDBYsWEB+fj76+vqkp6d/s5OIrPMxcWJoaIi9vT2jRo1i6dKlBAUFCZ917dqV8PBwLCwsePDgwdc2939CEnsExUus+fn5qKioYGpqyqhRo3j79i0DBw4kNzdXZsXapyhpb6VKlXjy5Mln7aelpcXKlSvR19fH1dWVP/744780U+QTlDx/VlZWDBgwgHfv3jFu3DgqV67Mzz//jLOzM5UqVaJDhw4fxMKVhetVRUWFxYsXc+jQIZYtW0a3bt1YunQpAQEBrFixAiUlJRQUFMjNzS21n6y+XJQUYO/baGtrS0BAABs3biQ2NlZ42ZXVYxEpm3y1gsC9e/cmISGB6Ohopk2bhoaGBr1796Zr167MnTuXP/74o9RDSLzQvz4lf/+GDRvy9u1bnj17RmZmJpUrV8bBwQEbGxt27drFggULKFeuHMHBwaipqdGvXz+Zn0AAvL29+fHHH5kzZw7nzp0D/rzW5OXl6dy5M35+fly6dAlfX98y9YbcuXNn2rVrR2hoKOHh4ejr6zNs2LC/DeyXnHcNDQ2Sk5NRVlama9eupZbQpU3nzp159eoV58+fF7aVBdHyb7G0tMTJyYnXr18TGBjI7du3KVeuHOXLl+f+/ftl9jdYvXo1ixYtQklJiaVLlxIYGEh8fDyKiorY2Njw9OlTdu/eLW0z/xFDhgyhZcuWyMvLk5KSwty5cwFwcHDA19eXTZs2sXTp0lIrFyIiX4Kv2tmhZ8+erFixgvj4eIKCgj5a9V9E+kyePBkHBwdev35NZmYmjo6OpKamCmJuzJgx5ObmsmPHDtTV1XF3dyc/P1/mJxV9fX327NlDRkYG586dIy4uTsjWlLxVKyoqMmTIEPr27cv06dM5ceKEzB8XgLKyMlOnTqV169ZkZ2fTuHFjevbs+Y/6Ebds2VLw8Dx+/Pi/MvUf07JlS3bs2MGrV69Yvnw5aWlppTLZJeen5HnS0tL6oBB1WaV///44OTmRmZlJeHg4ly5dAsqGkP2YjfLy8iQkJFCjRg0MDQ0JDg4WsosrV65MVFQUmzZtKtWqShaxsbHBwMCAiIgIAgMDsbOzE2Ib69atS1ZWFt27d6eoqEiojXrw4EFCQ0N59OiRtM0X+Yb4qoVqdu7ciaOjI87OzgQEBAg14kRkh/bt29O3b1/c3NwICQkhPT2d/fv3Y2RkxKNHj1i+fDnz5s3j3bt3XLlyBVdXV/Lz81FQUJD5SSU9PZ3r169z/vx5mjRpgoeHBy1atAD+rEWVn59PYmIiCgoK2NraAmWjxEheXh5TpkwhLy+Pdu3asWHDBkHEfU6tOxcXFxISEqhYsaJMiTgo7kyQlJTEokWLSE9Px83NjeTkZNzc3KhcubJwfiT/jh49msDAQFRVVaVp9hdj48aNJCQkoKGhwfjx44U6ZLJ+XZYUcU2bNqVWrVoYGhpSWFiIn58fKioqPHjwQOigoqOjw7x581BVVf2gRZWs4eTkRGRkJJcuXaJ+/fqYm5szdOhQ4SVYUoYpOTkZgJUrVxIZGYmurq7M3V8iZZ8vIuQ6duzIjz/+WGrbpyaPnTt34uDggJOTE9OmTUNbW/tLmCDyP/L+eSooKCApKYlDhw6RnJyMl5cXZ86cYfPmzRgZGfHkyRPWrl1LcHCwUJNLsp8sIycnR2FhIRkZGaxZs4YZM2ZQv3597Ozs6N27t/D2Ly8vT3Z2NhMnTuSnn376ZJV8WUNBQQFtbW0uXrzI2rVradKkCT4+PkDxhK+goFBqfMnz7uTkxJQpU4QlZVlDUvleU1OThQsX0q1bN/bs2UPnzp3ZtWsXTk5OtG7dWhhvYGBA27ZtZb5Y8z+xb+PGjSxfvpxatWphYWHx3xn1BZGIuMDAQFauXMmWLVuIioqie/fupKam4ufnR/Xq1dm/fz87d+4kMTERfX19zM3NZbogrq2tLWFhYTg7O7Nv3z4MDQ0pV64cN2/eFMacPXuWyZMnU7FiRYyNjYHiLjGOjo5lqkuKSNngX98pHTp0wNvbm5iYGGJjYzEzM0NJSemjk4eEXbt24eHhQY0aNXj9+vW/NUHkXyB52Hp6ejJ//nxCQ0OpU6eOcO7S0tLw9vbm9OnTbNy4kcaNG/PgwQNWrVol0w/b95Ec59WrVzE2Nmb//v3MmDGDVq1asWjRInR1dYE/28E9e/aM+/fvo6ysLE2z/5KSk0FBQQHPnz/Hz88PPz8/zpw5Q/fu3QUxJxHa1apVQ15eXvg9nJycmDp1KqNGjWLLli1f/yA+g+zsbBYsWICtrS19+vQhMzOThQsX0qBBA3Jycujfvz/R0dEkJSVRsWJFJk2axKtXr4SuB7KK5Bw0adKEli1bCh0cPsWmTZuYPHky06dP/xrmfRFat26Nubk5bm5uBAcHk5qayqxZs+jevTu//fYbrVu3JikpifXr1xMXF0e3bt0ED78sxkgPGjSIyMjIUnX7bty4watXrwTBBsXPkT/++IPy5ctjaGj4wffIujdVpGzxRWLklJWV0dfXJzg4GF1dXXJzc3FxcSE7O/ujSQvvx02UhViPb42Sv/moUaPw8vJiz549VK9enYYNG+Lo6MiRI0eE8ZUrVyYuLo6XL18KS45lEWdnZ/r374+5uTnlypXjwoUL5OXlCYVXS/ZBNDY25tq1azK5FPJ+dmP9+vWRl5dn7969HDt2DG1tbcaNG0fr1q05evQo8+fPJyEhgQcPHjBmzBgAXF1dmTRpEl5eXjIl4jp37kzLli2pXLmyULQ5MzOTWbNmcePGDZYuXcr+/ft59eoVlpaWGBoa0qxZM2xsbHBxcSEvLw8DAwOZPG9+fn6cO3dOaIgeFBSEhYUFenp6nD17lujoaHbt2vWBh/v9Z2RZSAazsbGhcePGvHz5Ugj8b9CgAe7u7piYmDBp0iS2bdv2wX6yemxOTk6EhYWxb98+OnbsiLe3N2vXrkVLS4uFCxeipKTEokWLOHjwIFAcp7lp0yYWLFhQJopQi5RdvoiQkzxk1NTU6Ny5M+PGjUNHR4eePXvy/Plzmb0xRaBmzZqMHDmSDRs2cPz4cdTV1VmwYAE///wzTk5OHD9+XBirp6fHixcvyrTorlu3LmPGjBEeyFu3buXYsWO4u7vz9OlT/Pz8ykwZFSgWAlZWVly9ehVVVVVat27NjBkzmDdvHuXLl8fT05O+ffuirq7Os2fP6NmzJ+/evaNNmzYsXboUf39/IY5HFnB0dGTKlClcv34dIyMj5OXlmTp1KitWrMDOzo7g4GCysrK4desWHh4ePH36VNomfzba2tocOHCAe/fuMXfuXFRVVZkyZQoBAQFkZGQwZcoU1NTUiIuLY8OGDTIfrvBXVKlShblz59KmTRvi4uJKlSwyMjLC3d0dY2Njpk2bViZEjr29PRERETg5ObF9+3YmT57MiBEj8PLyYs2aNdStW5eoqCjy8vK4cOEC58+fx8HBQejYIM5/Iv8l/0nWqpGRkTCRmJiYfFAPSEQ2kJSESUtLw8PDQ6gKr6ioyOLFi+nQoQNOTk6cOHGi1H5l2YNatWpVjh49irq6OmvXrsXLy4t3795hY2NDjRo1CAsLk7aJn02XLl1YuHAhNjY2Qvats7MzYWFh+Pv7Exsbi5aWFtWrV6d69ers2rVLmFBq1aqFurq6TNWLs7OzY+7cuTg4OHD06FFycnJYvXo1jRo14ueff+b169csX76c2rVrY2VlVSYz/wwMDEhISODZs2dcuXKFN2/eMH/+fADBs1OxYkWWLl3Kr7/+WqbFXPv27RkxYgStWrXC0dGRkydPCp8ZGRnh6+uLgoICTk5OUrTy71FVVSUiIoLk5GR27NghbA8ICMDT0xMvLy9Wr15NrVq1cHJyolu3bmRlZfHkyRMhGUx0Zoj8l/xPQq5t27bk5+dz5syZT07oTZo0Yc6cOWWyHtf3xOzZs3FycmLixImsWLGCt2/fAsVibtGiRVhYWNC5c2euXLkiZUu/HGPGjEFTU5O5c+eSk5MjbXM+i/Hjxwst7CRYWloyevRoevbsydu3b0vFO3p7e2NiYlKq1R3IbvX4Nm3asHXrVmbOnCksw0FxwemFCxcycOBALl26hIeHBwMGDMDOzo5nz56VqZcKia2GhoasWLGCpk2bsmbNGjw9PYUxEjGnq6vLmjVrSExMLNMCoFWrVnh6elKtWjV8fX05deqU8Fn16tV58OCBTJ+/v7u+3hdzUHyPaWhoCPHfsnrPiXw7/ONI9f79+7NlyxZmzZpF06ZNPznu6tWrrF+/ntq1a1OlSpV/ZaTIv+dTWVLe3t5s2LCBgIAAunXrJgT35+fnM3z4cObOncu1a9e+pqn/OYsWLWLmzJllRsRVrFgRPz8/pk2bRq1atYTtBQUFGBkZoaurS1FRkRAsv3v3bjIzM9HX1//gu2R1Qjlx4gQXLlzA0tKS9u3bC8dSv359ioqKhE4c8fHxwu8BZSNoXHLvFRUVoaenR1paGnZ2dpw8eZJmzZrRtWtXYWxmZiYjRoygqKiIZs2alWkRB3Dq1Cmio6O5f/8+YWFhtGzZUvjs/v37Mp/BKbm+7OzsCAwMBEo/S0NCQoiKimLu3LlCv+mCgoJSSXyyes+JfDv8IyHXoEEDPD09mT17NoqKiixYsOCDsiMSJGUsKlWqhIuLy5ewVeR/pORbpZmZGWPHjmXIkCFC31QPDw/27NkjlAYoKeZmzpwp9Dj8VsjLyyszE6Qkg7ZFixb8+OOPhIWFUa9ePQAOHjzIiRMnCAsLo2rVquTn5wPFWZ6SRCNZRjIhSkRbt27dePPmDZGRkdSoUQMzMzP8/f3x8/MjLS0NRUVFcnNzWbduHTo6OtI0/bMpee95eXkRFRVF3bp1efLkCUOGDCE3N5dRo0aVynjMzMzEysoKb29vKVn9ZTl27BiLFy/mzp07xMXF0aBBg1KflwUx3rp1azp16gR8aK9EzC1atKjUeRQR+Vr8o6XVli1b0r9/fxYuXEhaWhpHjhwhPz+fMWPGlGqdU5IePXpgY2PDmDFjvplK62WVqVOnYmtry6VLl6hRowYFBQXs2LFDCERevHgxJiYm+Pn5kZycLAgDEelRMrbGyMiI3bt3s2PHDmbPns3NmzeFqv8KCgrMmTMHAHd3d/T09OjZs2eZEKzvxw/t3buX2rVrC4kO8fHxpQRRWViSe58pU6ZgbW3N9OnTOX78uLDkbWBgQGJiIllZWcybN0/IeJQgq0vHSkpKQgu38uXLk5GRIXz2KZuNjY3p0KGD8HJYFpAci56eHgcPHmT+/PnExMR8dKyTkxOJiYmiB07kq/OPhJyqqir6+vrcv38fKG5+vH///g/EnJqamrBs1ahRI2xsbJg1a5Yo5KRI9+7diYiIwMXFhZMnT2JgYIClpSVubm4kJSURHh4OQFJSEoqKilhZWUnZYpGSTJkyBUVFRXr37k2NGjXYv38/48aNIzU1FVNTU+zs7OjRowcpKSk8f/6cQYMGyXSQdevWrWnXrh09e/YkPz+fbdu2cezYMSFpY926dbRu3RpLS0vOnj37QQsukF2R8z6tWrUiOjoaLy8vDh8+LGyXxE5JEiDU1dUZPXq00ANYFrG0tGTTpk3CNTV27Fh69uxJVlYWu3btIiEhgbdv3/7tdSer1+WnUFVVJTg4GC0tLTw8PP5yrBgTJ/K1+Z+zViVvZEpKShw4cID8/HxGjRrFkydPmDp1Kr/99htr164FijMFJT0cRaSDm5sbdnZ2dO3aVXiA6unp4e7uTvv27XFzcxOyAMvKBPm94O7ujre3N3Z2duTl5aGrq0tMTAznz5/Hy8tLuLfq1KlDZmYmz549Ewpyy+KEYm1tzbhx47hw4QJFRUWoqKjQs2dPTp8+TWRkpNAsfffu3UIJldOnT5eZif/9+6dXr14EBwfTpUuXD15mJc/RqlWr4u3tzbhx42T2OAcNGoSvry/r1q0jNDQUGxsbgoODmTVrFp06dUJPT49r164xceJEcnNzy5xYK8mwYcNo3LgxCxcu5Pbt27x7947OnTuzZs0abGxsOHDggLRNFBER+FflRyQThZKSEvv37xcCrhUUFGjfvr1MTiLfAyUnEsn/zczMCAgIYPDgwVy/fl0Y27ZtW5KTk+nZs2cpT4Ao5mSHX375hYKCAkaPHi1sMzIyYvv27Rw9epTp06eXOqcgu+fPycmJ6dOnM3bsWHbu3CkIG0tLS8aOHcubN28ICgoSSuFs27aNJk2a0KtXrzKXOe3s7ExKSgpqamrMnTsXOzs7odyL5PzY2dlx/vz5UscmqwJIW1ubMWPG0KFDBw4dOoS8vDxnz55l27ZtKCgo4ObmRv/+/bl27Rq+vr5lSsw1bdqUatWqAXDhwgW6dOmCp6cnGRkZZGRkEBwczM2bN/H19aVKlSqMHz9eXGESkRn+VTR0QUEB8vLyvHv3Dmtraxo2bEhGRgYdOnQQPhP5upScwM3NzenQoQNqamrcvHkTJSUlrK2tqVSpkjD+6dOnXLt27YN4OFkUAd8rOjo6aGlpCX8rKytz/fp1FixYQK9evQgLC/ugDZAsnr8BAwYwe/ZsHB0dWbduHW/evBE++/XXX5k9ezZ169ald+/eKCkpAdCnTx/Wr19fJjKnS2Yzurm54efnx4sXL0hLS0NOTg5bW1sqV64M/Nn/dtCgQfTv37/U98ii8FFUVOTVq1fMnz+fI0eO8PPPP2NlZcWLFy+A4rkgLi6OjRs3YmRkxMyZM1FTU5PJY3kfOzs7kpKSCAkJIT4+npkzZ3L06FHatWvHggULyM3NZeXKlURHR9O8eXOqVasm3I+ynHEr8v3wr5VWYWEhenp6JCQkkJKSgpmZmUz3yvvWKdmoesaMGULh16tXrxIaGsqQIUPw9vamX79+/PDDD4SFhZGbm8vly5elbLnIp0hKSqJr165Cs/S8vDwAXr58yYYNG8jNzZX54ri6urp4eXlx8eJF0tPTgQ8FS3JyMqtWrWLAgAFoamoK28ePH18m+vqW7J1qYGDApEmTuHbtGlevXiU4OBhHR0f8/Pyws7Oje/furFu3jvLlyxMaGiply/8aRUVF4UXPwMCAGTNmcOTIEVRVVbG2thbEzNu3b1m2bBm//vorHTt2xN3dXZpmfxb29vbMnTsXPz8/LC0tGThwICYmJowaNYrCwkK2bt2Kk5MTEyZM4MKFCzRo0ICWLVsKPYxl8YVJ5PvjizwZy5cvT0pKCp07d6agoEBmY3O+F5ycnLC2tsbe3p7Vq1cLNbjWrl3L2LFjqV+/PvPmzWPhwoWoqKjQp08fma/n9D1z7NgxVq1ahb+/P1ZWVigoKAgt8A4dOoSNjY3Mn78XL14QGBhIdnY248aNo127dqU+l5S3OXXqFKqqqujq6n7wHWXhxbBly5b89ttvjBgxQvAqQnHyxsiRI6lcuTJBQUH4+fmRm5tLt27dZHr1wszMjBkzZgAIHis5OTkiIyNZvnw5TZo0EWr6QfFLRkJCAsHBwURGRkrL7M/C3NyciIgIodfw3bt3OXjwIMuXL6d9+/aUL19eGLt7927mzZuHiYkJUVFR1KpV66N1GkVEpIHil/iSW7duMXLkSEDM2JEFfvrpJ7Zv316qJIzkvGzcuJG9e/eiq6uLqqoqKSkpMh0YLwLp6eksW7aMnJwcIiMj8fHxQVFRkczMTCGhCGTTO2BkZISWlhZnzpxh//79FBYW4ufnx7BhwwCEWDiJSKtZsybnz58vU/1uS3L69GkmTJjArFmzaN26NXv27BGWH7du3cr+/fsFb6OkT6ws3nuSEI28vDxcXFz48ccfqVevHn369CE/P5/MzEzmz5+PvLw8Xbp0ASA0NJSioiLevn0r9O+V5Rg5SYxbvXr1MDAw4PHjx0CxBzIjI+ODcyInJ0daWhoxMTH8/vvvGBsbl7r/RESkxRcRciWRtQfS94aSkhI//PBDqWb3UHxelJWVadCgATdv3uTevXvCZ3JycuJ5kwLdunXjzJkzvHz58m/HpqSkMH36dNatW0fz5s15+/YtGzdulGkP+IABA/D09OS3337j1atX3LhxQ8j28/Pzw83NDSgWc0VFRejo6NCxY0fOnTsnLB/LMp/63ePj41FTU2PatGncvXuX+Ph4QTRIijVLkMV7b/ny5cybN49z586xa9cuDh8+TMeOHdmwYUOppIzMzEzmzZsHQKdOnShXrhwTJ04s9V2yKuLk5OTYv38/Dg4OJCYmoqmpia+vLz179sTBwQFnZ+cPkhkkXu+0tDROnTr1Ua+xiIg0+OJCTkS6vHv3jj179jBo0CBWrlxZqil6tWrVcHV1ZeHChaWyHGXRk/OtY2dnR1hYGEFBQaxbt45Xr1797T4FBQVcuXLlgwxHWRMCUHx8M2fOJCgoiIMHD3Lr1i3hswMHDiAnJ4ePjw/u7u7k5+dz6tQpoqKi0NHREZbyZB3J725nZ0fDhg2Rk5PjwoULrFu3jkWLFqGkpMSUKVMoKioiISHho1mOsnjvvXjxolTM7M6dO9m7dy/+/v5kZGQwZcoU8vLyUFBQEMScuro66urqUrT6nyH53Xft2iWIuTp16tCsWTMmTJjArl27PupNLCoqwtzcHGNj4w9Eq4iItPhX5UdEZJPWrVvj5+dHXl4eISEhXL58mQoVKjB//ny0tbUxMzOTyQnkeyMkJISePXuyePFi1q9f/1meufeRxTIjzZs3JzY2lmnTpglLbBI0NTV58+YNRUVFmJiY4O3tTVpaGnXr1kVNTY0OHTrIdCFjgH79+qGurs7q1auZOnUq9vb27Ny5k0aNGqGiosLt27cZPHgwAJ6engQEBBAREcH8+fNlur/v+7+5h4cHV65c4dChQwD07t2bmJgYVqxYQUBAgJAA0bJlS06fPi0Vm78U3bp1IykpiRMnTmBvb/+XL1ZqamoYGBhw586dr2ihiMinEYXcN0rfvn2xsbGhU6dO3L9/Hzk5OXJzczE1NSU/P18mBcD3grKysrB0GBoaSqdOnYiLi2PNmjWlmm3/FQ0aNJDZkhyWlpa4u7tja2srxId16dIFY2Nj2rVrR3p6OiNHjuTly5d06dKF2bNnk56eLsRfyepSMRTXhps1axbm5uZCluawYcM4ceIEioqK9OvXj9GjR3Pt2jWhA4C3tzddunShT58+Urb+r5E8EyT/Hjx4kIoVK+Lm5sbx48cpKCigV69exMTEsHbtWpYvX86ECRPQ1tamb9++0jb/XyMRc7GxscyZM0fIri6JLL9giHy/iEKujPExAfYpUVa5cmWaNWtGjRo1ePr0KcnJyRQWFsr0RPk9YWdnR8WKFZkwYQJv3rxh9uzZnyXmnJ2dmThxIqampty9e/frGPsPGDp0KIMHD8bV1ZUbN24QEhJC8+bNAfjjjz/o2LEjBQUFmJiYkJeXR6NGjbh27ZrMX5t2dnbMnj0bd3d3tmzZgoWFBSEhIfz8889Cr1E1NTVsbGxwdHTEw8ODlJQU6Rr9P2BsbCzEMm7cuJE6deowYsQIjh07RkFBAcbGxiQkJPDgwQPevn0rvBzKIh07diQzM7NU4tdfvcSampoSHx/Pxo0bmThx4meFPIiISBtRyJUhSjaqrlevHvn5+Tx48OAfedjEN0rZYMKECXh4eDB+/HgUFBTo1asXHTt2/Fsx5+TkRGBgIGPGjGHLli1f2erPo1q1auzatYvMzEy0tLTIzc1l9uzZ7Nmzh2fPnmFsbExsbCy2tracOnVK2E+Wr00rKysWLlxIaGgoc+bMAYqXFBcuXMj48eNL9VCtVq0aJ06cYOjQoWzfvl1aJv9P1KpVi5MnT+Lj40NcXBwAmzZtonbt2owYMYLjx4+Tn5+PgYEBBgYGQps1WRTgHTp0wMfHB0NDQy5cuEBycjI7d+7k3bt3f2mvubk5w4YNo2/fvuKqhUiZQDaLF4mUYvr06ejo6AgibvLkyWzatIlff/2VXbt2YWBg8NkPHFmdKL8nypcvT9++fZk5cyabNm1iw4YNDB06lK1btzJp0iQGDRqEtrY2ULpyvJOTE1OnTpVpEScnJ8eDBw/o1asX0dHRRERE0KlTJ1atWsWzZ8+A4oDxhw8fCvUNJcjqtenk5MQvv/zC6dOnGTlypFADLzU1lZycHJydnalbt64wPi8vj+vXr5OVlSUtkz+b9+vXPX36lKioKDp27IiRkREAFhYW3L59m6ioKNq2bYuSkhKPHz/m/PnzwlKsrIk4gKNHj2JlZUX//v1RUFBg6NChJCYmoq6u/snafXJyciQnJ4u1NUXKFKKQk3EMDQ3p168fycnJaGlpCa1xvLy8CAwMJDMzkz179ggPXRHZR7IMJZn8VFRUgOIOBleuXMHNzQ0XFxe0tLQEge7i4sLkyZMZPXq0zIo4KBZp8vLy3Lt3j7i4OJYsWVJK0KipqeHm5sa9e/fKRLC4i4sLYWFhODs7Y2Zmxo4dO1i7di3t27fn0aNHjBkzhvbt2xMUFMTw4cPp0qULUVFRFBYWcuTIEWmb/7dIxLOpqSlycnK8efOGbdu20aBBA9q3by+Ms7Cw4NatW6xbt46GDRuW+g5Z9loVFBTw8OFDRowYwaJFi9DR0eHgwYPo6el9tFvI+8ciy8cmIiJBFHIyTlpaGgMGDODdu3ds3bqVatWqsWDBAvbs2cPmzZtxdXXlypUrbNiwQRRzMsjH3uizsrJIS0vDzs4OKG5tpKhYXAnowYMHqKmp0bBhQ6FcRefOnZkxYwZjx46VaREn4WOeNS0tLX766ScSEhKEMjiy7vFQV1dnwIABuLm5sX37dvLz85k8eTKbN29mzZo1dOjQgfPnzzNo0CDevXuHq6srgYGBFBQUYGpqWibaikFx94bExETWr19Pjx49OH/+PFFRUYSEhFC7dm1h3IABA4iPj5f5dn4qKipCL1TJy1JOTg47d+5k1KhRPHv2jC1btqCqqiqzXmARkX+CGCMnw5SMe6tXrx6//PILzZs3Z968eaVqbenq6rJw4UIaNGiAvb19qdpxItKj5Plr1qwZcnJyqKiocOLECerUqcOGDRu4evUqtra2QnxYTEwMsbGxnDx5stS+ioqKnDlzRpqHU4qSx6anp/fBMun7Y6OioqhTpw5Pnz7FxcVFpgsZw1/H6+nq6hIcHEy/fv2wsbHh6NGjqKuro6SkhIaGBmlpaYBsdmyAD4P9q1atyo4dO1BWVmbLli2UK1eO5cuXY2Fhga6uLmPGjPmgBp6sxjNaWVkxcOBAatWqxblz5zhy5AgrVqwoNaZJkybMmTOHS5cu4evrK5PnSETknyAKORmlWrVqQpsiCwsLdu3aRfXq1QkLC8PQ0JBevXqVmjx1dHRYu3Ytjx8/xtHRUVpmi3wEf39/evfujaKiImpqauzbt4+pU6fy008/MXv2bAoLC0lJSaFy5cpoaGjQrl07wZsji5NlSSEwcuRIatWqxbJly0oVKn6fSpUq0ahRIw4cOCCzwfEfQ3IvrVixopTNEjFnZmbGoEGDPuikUhbK+1SpUoVXr16RlZVF3759GTRoEAcOHEBdXR1vb2+uXr2KtrY2QUFB7Nq1S9rm/i39+/cnIiKCmTNn8vTpU/r168ePP/7I7t27hSb3UCywhwwZQq9evfDy8uL+/ftStFpE5N8j+37/75B27doRHR1Njx49CAkJISYmBh0dHa5fv46Pjw+ZmZkkJydTrlw5YZ+XL19iaWkpFCIVkQ08PT1xcnJizJgx/Pzzz6xcuRIHBweqVavGb7/9Rvfu3dmyZQt37tzh0KFDtG/fXqZFHPwZNxQYGMjo0aM5dOjQX5ZpkJOT48mTJ/z2228yHRz/Mfr374+lpSVQuv3gixcvhKSjLVu20KhRo1L7ybqI69evH7t372bMmDHUqlWL3377jefPn1NYWEhUVBROTk5kZWVRr149unXrJm1z/5by5cvj4ODAlClTiI6O5tdff2X06NHk5+fj4uLC4sWLhbEFBQUkJSVRqVIlXFxcpGi1iMiXQWzRJUPo6ury4sULUlNTyczMJDw8HC0tLTp27Cgs16SkpDB8+HCio6PZtm0bffr0EUpVSJY/yoI34FtEUVHxg1IwTZo0YerUqZw+fZq+ffsybNgwvL29uXz5Mqqqqrx48YJp06aV+p6y4K0yMzPD0tKSgQMHcunSJQBUVVWpWbOmUKhY8juUxQByiZAOCAhgxYoVmJmZfRCfKDl39+7dK9XyriywefNm6taty48//sj69evx8vLi4sWLeHh4sG/fPg4ePMjNmzf58ccf2bFjh7TN/VvevXtHhQoVhEQiBQUFXr9+zfHjx/n9999p0qQJzs7OxMfHo6CgQFZWFkFBQdjY2KClpfXR9mkiImUF0SMnI8yePRsPDw/k5eW5f/8+J0+epEKFCty+fbtUwDEUizkPDw/evn3LyZMn0dDQKPV5WZgovzVCQ0M5ceIEKioqgtdJVVWVli1bkp2dTYcOHfjll18IDg4mISEBRUVFvLy8PurtkEURV6dOHTQ1NYW/K1WqxOPHj7l06RJ169bF09OTgwcPsnnzZsLDw4GyfR1KvKFPnjwhJSWFtm3bAh8mr6SnpzNnzhwh5q8sIEnAmDt3LkFBQWzatInExEQqVaqEuro606dPR0NDg9TUVLZt2yYUapZlFBQUkJOTo3nz5mhqalJQUECfPn3o0qULq1atIi0tTbjXJPfXw4cPefjwoTTNFhH5IohCTkY4cuQI4eHhFBYWoqyszM6dO7G1teXJkycMGzZMWN6RkJKSgqenJ3v37pXp/o3fC2vWrOHt27ckJycLYi43N5cNGzZgb29PUlIS/v7+xMfHA8VLQT/++CPVq1eXruGfgYGBAVu3bsXV1VXIBnzy5AlaWlokJSWxcuVKGjduzMqVK5k4cSIuLi40a9ZMylb/bwwePJhJkyahpaWFoqIiz58/Z82aNTg7O9O0adO/FKeyKMA/Rskl+1u3bhEcHIyrqyt16tQhNzeXXr16lSo9ArJ/bK9fv8bX1xd7e3u2bt3Kpk2biI+PJzQ0lOPHjxMfH89PP/1ExYoVBSF75coVFi9eLHrjRMo8YrKDjGFnZ0ePHj2YNGkSaWlp1KlTh5CQENTU1IiLixOakLu5ubF8+XLevn0LyG4W2fdEkyZNiI2N5dWrV/Tr14+3b9/Su3dvQkJCuHPnDt7e3ty5cwd9fX3mz58v9KgsC+etb9+++Pv7s3r1ahYuXIiqqir9+/enbdu2HDx4kCNHjpCamkqDBg2IjIzEw8OD27dvS9vsv8XIyAg9PT3k5OS4du0aI0aMwN7enps3b3Lt2jXmzJlDZmYms2fP5v79+4SFhVFYWFimvY2fwtDQkJYtW9KvXz+GDRtWJq7L92ncuDH9+/fn3bt3HDhwgBMnTgAwZMgQLC0tv4mesCIi7yMKOSnzfjzbsGHDGDhwICkpKcycOZPU1FRq165NSEgImpqanDp1igYNGtCqVSsaNGhQJh+23zISMZeZmUmfPn3Iy8vDwcGBkSNHUlhYSE5OjrBUJelRWVZEeN++fZk7dy7m5uZcvXoV+PMFQl5eHg0NDaKjo9HQ0KB///4yL3ZsbW3x8fFBRUWFihUrCp0o3r59i7OzMyYmJjRq1IjVq1fToUMHcnJysLGxITs7W9qm/y2tW7fm6dOnPH369H+2t6xcl3+HqqoqCQkJPHv2DE9PT2mbIyLyxRGFnIwwYMAArl27xh9//IGrqyuWlpbcu3eP6dOnk5qaSs2aNfH09KROnTpkZ2fj5OT0j3qsinx5Pvbby8nJ0aRJE2JiYsjKyqJXr168e/eONm3aUKNGDWrWrMmNGzdITk6W6Sbxn7quqlat+kFckZqaGv369cPa2pry5cvTo0cPmb82HR0dmTVrFiNGjODBgwfUr1+f2bNnM2/ePCHGTzLOyMiIQYMGoaOjQ3h4OLNmzZKi5X9Pq1at2L59O6tXr6ZKlSoEBgby4MEDMjIypG3aV0VRUZFWrVrh6+uLnp4eXbp0EZIhRES+JUQhJwOoqanx+++/c+LECTw8PIDipVMLC4tSYk5DQ4OioiLhDVtWRcD3QEmRUrduXfLz88nJyeHJkyfIycnRuHFjYmNjefPmDb179xaWwEtSFjwe7du3R0NDg6tXr5KWlkZhYeEHAk1DQwN7e3sqVKhAWFiYzBf7NTc3JzY2Ficnp1JN7ePj46latSrm5ua8efNG2C4vL0+9evWYNGkSqqqq2NjYyKxAheIC0tu3b2fixIkYGBhgYWHBlStXOHLkiBCjCWXj+vs3qKqq0r17d1q3bk1QUBD5+fkyfV2KiPyviEJOCpScCCX/b9myJWvXriUgIIBVq1YB4OrqSv/+/bl79y6hoaFihpUMMmHCBCwtLVFQUEBDQ4ORI0dy4MABAEHMvXr1iv79+8t8Uoq/vz/p6elCza3g4GD69++PlpYWKSkprF+/nri4OPLy8j4Qc5LSKyD7AsHe3p6IiAgmTJhAYmKiYPeiRYuoUKECDg4OpYS35Fjr1KnDkSNHsLe3Z//+/dIy/7OYOHEiampqTJkyhc6dO1OhQgVmz57NmTNnOHPmDPPmzSM3N1faZv7nlLwuRREn8q0iZq1KAckE6OTkRK9evdDX1+f06dMkJCTQu3dvGjRoAMDSpUvZsGEDLVu2xNraWpomi3wEHx8foZm9hYUF586dIy4ujkGDBgHwxx9/MHToUOrWrVuqpZosoqWlRYsWLejbty/29va0b9+etm3b4uzsTJcuXbh06RL9+/dn1KhRKCsrf9AnteSSlSyLOICVK1fi4+MjLK0C9O7dG0tLSxYtWvSB97SoqAh5eXlu3brF2bNn0dbWlobZ/4gbN27QsWNHKlSowMGDB9mwYQMvX75ES0uL7t27c+rUKebPn/9BaaNvjZLXpSjiRL5VRI+clKhXrx4HDx7k6dOnnDlzhgULFpCVlcWSJUtYtmwZiYmJwti+ffuyfft2mZ8gvyeaNm1KcHAw8+bN48CBA/Ts2ZOoqCguXrxI+/btGTVqFOvWrQOgVq1a3Lt3T+bPn66uLmFhYWhra3Pnzh1ycnKYOnUqUNxA3t/fn5YtW7J7924WLFhAXl6edA3+l7i6ujJz5kw2btyIiYkJQUFBJCYmfjK2T+LJa9WqFXfv3v36Bn8CY2Njbt++/UGrqW3btnH69GkCAwM5ePAgL1++ZNiwYTx79owpU6ago6PDuHHjZP66FBER+WtEIScltLS0CAwMpEmTJiQnJ+Pv78+YMWPo3r07xsbGmJiYCN0cJMj6ktW3zPuTe506dejatStLlizh559/ZvHixcybN4/Y2Fg2btzIDz/8wLRp01i+fLmwjyyfP8nxVahQgfDwcExMTDh58qTgXYTiWE5/f39++uknTpw4wfTp08t88LiTkxOzZ89m165dODg4/OVYDQ0NqlatKlNdHJSVlTl8+DBFRUUMHDiQhw8fCufSzMwMBwcHGjVqxN27d3F1deXp06cffIcsJ6WIiIj8PeLS6lemR48e1KtXj8zMTCIjI6lZsyYPHjygX79+DBgwgPz8fPT09AgLC0NdXb3UvrIqAr51Sk50rVq1AooLqa5ZswYo9tRs376dZcuWAZCWlkZ6ejpWVlalvkcWz59kebSoqAhDQ0PS09MZN24cO3bsoEaNGri4uAhjcnJymD59Ordu3UJbW7vMiziAhIQExo8fj6mpKSNHjvzkOAUFBd68eSNTIg4gLy8Pc3NzsrOzWbFiBdWqVROu1TNnzlCzZk2ys7MxMzMTRNz73SlEESciUrYRhdxXpGHDhowaNYpNmzZhbm7O/fv3GTduHK6urjx79ozx48dz8OBBnj17hra2dpmoV/U9IJnoJk2axC+//IKzszMAr169Ql1dnQYNGvDkyROhnIgk6cHMzEyKVv89JQXq+PHjiYqKonnz5mRkZODv78+lS5cYMGBAKU9VTk4O3t7ejB8/XlpmfxY//PADhoaGpba9L2AkLF++HF9fXwICAvDz8/voGFmOr3r8+DHm5uYUFhayYMECatSoARS/UMyaNYuCggIaNmwojBeFm4jIt4WitA34nrh69SpjxoxhwIABREZG0rFjR1JSUjhz5gzdunUjLi6OdevWsXXr1o+WqxCRHt7e3jg5OTF48OBSsUjZ2dkcOXKE0aNHU758edq0aYOSkhLnzp0DZHvZSmJXQEAAdnZ2+Pv7C16bFy9e4OvrS3h4ONbW1hQWFrJy5UoA4dqU1WPr0aMHwcHBvHr1isuXLxMXF8eVK1coKCj45PL2smXL0NDQwNTUVAoW/zO0tbV59eoV8GdWZmZmJo8fP6ZHjx4sW7YMFxcX7t+/z5UrV3j79i3t2rUTijiLiIh8W4gxclKiW7duDBw4kDp16lC7dm0ePnyIvb19qRIjshxT9T2hp6dHQkICCQkJQgID/FnOQF1dHR8fHxo2bMizZ8/w8vIqMx0bGjduzLJly5g0aRL79u0TtkuOTVdXl9DQUJo2bUpgYCC7du2SorWfT+XKldHX12fu3LlkZmZy8+ZNAgICyM3NLRPn5VO0bt2aefPmMWbMGE6fPi1sj4uLo1atWnh5eTFv3jzk5ORwcHDg4cOHLFmyBB0dnQ+W+kVERL4NRCEnRapUqUKzZs2YMGECTZo0YcmSJfj7+0vbLJH3qFWrFgcPHsTNze0DIaOsrCxkb2poaAiFZGW1ZtX7XrQ2bdqwbNkyjI2NefbsWamxkmOrWLEirq6uhIeHy7wAqlevHjdu3BD+1tTUxM7OjgEDBpCbm4uNjQ05OTllVswZGxszfPhwdHV1GTVqFNeuXSM+Pp46depgZ2fHgwcP0NfXF+I3nZ2dycjI4PXr1zLpPRUREfn3iDFyXxhJHI68/N//tKmpqWzfvh0zMzNCQkKYMmXKf22eyN9QMo5Kcg4zMjK4fv06DRo0QEVFpdS47t274+vrC1CqG4Asijj4czl11KhRWFhYkJWVhaKiIj/88IMwRnLcpqamdOjQgWfPnhEaGir0VJVV+vfvT3x8PE2aNAGKlx2zsrJYtmwZs2bNQl1dnYSEBJSVlcuciKtSpQoABw4cICoqikePHrFgwQK2bNlCtWrVsLe358GDBwA8ffqUQYMGoa+vz/jx43n16tUHdf9ERES+HWT3qVwG6d27N+PHj6dChQqfPVHIy8uTlZXF/PnzhdZGItKhpLfK3d2doUOHoqWlxcuXL4Xivp07d0ZBQYGioiJUVVWxtbXFyMhIypb/PSUncVtbW9zd3bl79y4ZGRncvn2bQYMG0bRpUwBBsLm4uNC7d+9S3yOrAsjJyYklS5ZQv359evXqBSD0e83Pz2f//v1ERESgqamJu7u7lK39Z/Tv3599+/bh6OgIwOHDh1m6dCmPHj3ixx9/ZM6cOdy/f7/UOX727BkdOnTAy8tL2CZ65EREvk3EpdUvhIGBAQcOHCArKws5OTlWr17N2bNnS8UdldXlnO+NwMBABg0axPz580lOTubJkycAJCYm0qhRIy5cuMDTp0/54Ycf0NLSKlPNuFu2bImFhQXXr19nxYoVQHFywNSpU7l37x7Hjx/nyZMn2NjYoKurS5cuXWTWuyjBycmJ8PBwHBwcqFq1Kh4eHjg4OJRaYgVQUVFh8uTJNGrUCFtb2zKRUKSlpcWyZcto3749Fy9e5NdffyUmJgaATp06MXToUKpUqcKECRM4e/bsRxNQxOeOiMi3jeiR+0JkZ2dz9OhRQkJC8PT0RFtbmyVLljBr1iz69+8PyK43Q+RPHBwcsLW1xcrKiiVLlvDkyRPU1NSEz+bPn8+bN2+oUqUKJ06cwNjYWGjGLes0btyY5ORkXF1dKVeunLB99+7d+Pj48OjRI4YNG4ajoyMvXrzAxMREyPSUVVxcXAgLC8PFxYU9e/Zw48YNdHV1hXIbJb1Ub9++JTw8nHr16uHi4iItk/8RmZmZHD9+nJycHE6fPo2lpSVDhgwB4NChQyxdupTU1FRmzZpF8+bNP+p1E587IiLfNqJH7gsyaNAgpk2bJnRlMDAwYOrUqZiZmXHu3Dmio6O5ePHiB610RGQHf39/dHV1GT9+PHXr1qVDhw4MHTqU58+fs379eqF1WknPh6wmNnwMS0tLZs6cydmzZwkMDCQlJaXU5xoaGgAyn7QBxd6qzZs3M2fOHLZu3SpsX7hwIT/++COmpqZkZmYK2yWeqaFDh1KvXj0htlFWkZQWUVNTY9WqVVy6dAl1dXVatGhBQkIC8fHxQLFnbsiQIfz0008MHDjwg3MqIiLybSO7r9plAEXF4jJ8Eo/Fhg0bOHDgAH379gWKC3U2a9aMPXv2kJqayujRo/n999/p2rWr1GwW+WuUlZWxsrLCy8uLJUuW0K1bN3bu3Mnz589xdnamfPnyQOl4I1kUOiU9hCU9ar/++itTp06ladOmDB48mJo1a5Ya9+bNmzKRtAHF3qo+ffoIIk7iffv1119RUFCgQ4cOpbZLPFNXr15FWVlZSFyRNSSFjCXL9YWFhZw/f553794xd+5czp49i5OTk1CY+tChQ6xcuZJ169Zx8+ZNaZktIiIiJUSP3P+IsbEx7du3Z9GiRbx8+VLYPmnSJNq1a4eZmRn79+8nJycHa2trsrKyaNGiBS1atGDp0qUyPUF+78yfP5969eqxefNmfvvtN65fv07btm0JCQnBwcGBx48fS9vEz2bIkCG0bNkSeXl5UlJSmDt3LlC8TOzr68umTZtYunSpTDWB/7fIy8uza9cunj59ir29/UfH1KpVizt37nxly/4eCwsL5syZw5YtW4iLi+P+/fu8fPmSZs2asWnTJqytrbl37x4TJkygefPmLF++nISEhFLfIcbEiYh8X4hC7n8kJCQEExMTNmzYwNKlS8nIyACKPSG//fYbDRs25Pjx4zg5OfHixYsP9pflJavvlZLLpSVrwikqKrJy5UrevXv3t43VpY2NjQ0GBgZEREQQGBiInZ0da9eupVatWtStW5esrCy6d+9OUVER9vb2TJgwgYMHDxIaGsqjR4+kbf6/RnIOu3btSmRkJKNGjWL//v3SNuuz0NHR4ZdffqFjx47k5eWxbds2GjRowKxZszh+/Dhubm5oa2sTGBiIkZERQ4cOxdTUFD8/P7Zv3y5t80VERKSE2KLrfyQgIIDAwEB69+6NvLw8S5Ys4dWrV8jJybFt2zYUFRVxc3P7qIgD2V6y+l4puVz65s0b1NXVsbKyonfv3hgYGAhL4rLamsrJyYlZs2Zha2tL/fr1MTc3Z+jQoRw+fBgozlidN28eycnJ9OvXj5UrV6KiokKXLl3KlJfxr5Ccl5SUFDIyMujYsWOZEXIvX75k0aJFQkb0xYsXOX/+PCEhIVy+fJkGDRpQVFTEvHnzuH79OkuXLuXevXvs3LlT2qaLiIhIETFG7n9AEn8UFBTE3r17GThwIG5ubujo6JCfn8+mTZuoXr06nTt3lrKlIiVRUlIS/i8J6pfwsWKpKioq6Ovr8+zZM0xMTITsVFkUcba2toSFheHs7My+ffswNDSkXLlypWKmzp49y+TJk6lYsSLGxsZAcY9RR0fHb65g7IMHD9ixYwetWrWStin/iMOHD7N+/Xpu376Ng4MDe/bswdzcnOTkZKC49Ziuri4A165dIyoqSuYLNYuIiPy3iHf/Z1K7dm3h/yUn8nr16lGpUiX69OmDm5sbenp6XL9+ndjYWNzd3YXAZRHp0blzZ+Tl5Xn37h0AI0eOZNmyZcTGxmJqaoqiouJHhczLly+JiIjA09NTKMMhi57UQYMGERkZSXx8vLDEduPGDV69eiUINigOmv/jjz8oX778R69LWRSo/4ZffvkFMzMzaZvxjzly5AjLli3j/v37LF++nCpVqrB582Z69OhBhw4duH379gfXqhgTJyLy/SIKuc+gTp06nDhxgpEjR6KgoCA8NBMSEqhduzbt27dn//79mJqaMmTIEDQ0NDh9+jSPHj0iLS1NytZ/34wcOZKwsDBsbW0BGDp0KOPHj+fs2bPUrl2bsWPHMnr0aJSUlD4q5iTiD2RzsnRyciIyMpLdu3djZ2fHoEGDAHj9+jVXrlzB3Ny8lGc4NzeXtLQ0srOzpWXyV+Ply5dl1tN47NgxFi1axL1795g9ezbt2rXjzZs3PH78WGaX9kVERKSDmOzwmYwZMwYfHx/8/f2Jj48nLi6OunXr4ujoKGT8BQYG0rFjRw4fPkxQUJCwr/jglR76+vrMmDEDAwMD1q1bR5MmTdi2bRsHDhxAUVGR4OBgmjdvzp49e4iMjOTdu3dl5nzZ29sTERGBk5MT27dvZ/LkyYwYMQIvLy/WrFlD3bp1iYqKIi8vjwsXLnD+/HkcHByEjg2yKExFStOuXTvc3NyoUaMGU6ZM4ejRo9I2SURERMYQhdxf0LhxY27cuEFeXh4AI0aMYOrUqdy+fZucnBwcHR15+PBhqQzUOXPmoKKigqenpzRNF+HPMgx6enrMnj2bChUqoK+vz5AhQ/jjjz+A4lg5f39/QcxJhI+so6qqSkREBMnJyezYsUPYHhAQgKenJ15eXqxevZpatWrh5OREt27dyMrK4smTJ7i6upKfny+WqZAS//RFoW3btvj5+fHw4UPxuSIiIvIBopD7BAMGDCA6OpqEhAT8/PyE4pwuLi6Eh4czZ84cQkNDhfHipChbvD9ZVqxYkeDgYHr37k1ERIRQTw1AXV2dSZMmYWpqyty5c0lKSpKGyZ/N3wmB98UcFCfoaGho8Pr1a+FvWYz3+55o3749Ghoa/PHHHzx+/JjCwsJPntvGjRtz5cqVMuEpFhER+bqI5Uc+gSQzbPDgwWhoaDBy5EgKCwuJi4tDWVmZ4OBgXrx4wZIlSwD+8iEs8nUpeR4GDhxIamoqx44dY+LEicjLy9O9e3eePn0qtNvKzs5m5syZPHjwgDVr1kjT9M9Ccmx2dnbUq1ePoKCgUsccEhICwNy5c8nPz2f9+vUUFBQIIg7E8jdfG39/f9LT01m8eDEAwcHB9O/fHy0tLVJSUtiwYQPLli0jLy/vo88RiQdZfMaIiIi8jyjkPsHx48fZv38/Bw4cYMSIEcTExODm5kZhYSGLFy9GXl6e4OBgioqKiImJAb69rL+yiuQ8BAYGMnDgQJYuXcrVq1d5+fIlEydOJDw8XEh+kIi5N2/eCJNsWfGutm7dmh9++AH48NoLCQmhsLCQRYsWkZ6ezoEDB6RgoQgU94Rt0aIFSkpKZGVlcefOHdq2bYuzszMvXrzA09MTCwsLNDQ0WLBgwSfFHIjPGBERkQ8Rl1b/guXLl1NQUEBkZCRJSUkcOnQIDw8PYZL38PAgODgYV1dXNm/eLGVrRUoyZMgQfH19sbKy4tq1a6UmRz09PcLCwtDX12fr1q2CV7WsUPI4Dh48yPz584WXifdxcnIiMTFR9MBJGV1dXcLCwtDW1ubOnTvk5OQwdepUoHhp39/fn5YtW7J7925BzImIiIh8DmL5kf+nadOmaGhooKysLGybPn06urq6FBUV4erqSrdu3Vi0aJFQfDM6Opphw4axbds2aZkt8gmaNWtGUlISFy9eFOIbJTx//hwfHx/y8/OpX7++lCz835F4Zd68ecOOHTto0aLFJ8cmJCRQUFAgFLEW+frIycnx4sULJk6cSFZWFtbW1jRq1Ej4PDs7m5CQEE6dOkXXrl2ZOHEiioriYomIiMjnIQo5wNzcnH379rF8+XJCQ0OpU6cOAPfv3+fdu3d07dqVo0eP4uTkRNeuXVm4cKEg5jZu3ChOlDJE8+bNgeLgcD09PeDP+m9FRUUoKytTv359Xrx4gYuLCxMmTJCarf+UYcOGMX/+fIyMjFBSUiI3N5etW7diYWFRqvDvxxA9cl8fSf26oqIiDA0NSU9PZ9y4cezYsYMaNWrg4uIijMnJyWH69OncunULbW3tD14+RERERD6FKOQoXtqA4qbVSkpKbNu2jaCgIFq1akV4eDgODg7UqVOHw4cPM3jwYAYMGIC3t3ep7xAnSukTEBDAzJkzMTQ0ZP/+/dSpU4cff/yx1JiaNWsSEBCAkZERr169kumCsU2bNqVPnz706dOHqlWrkpOTQ9u2bYmMjCQxMZEmTZpw4sQJFi1ahJ2dHVpaWtI2WeT/KRnjNn78eKKiomjevDkZGRn4+/tz6dIlBgwYgIODg7BPTk4O3t7ejB8/Xlpmi4iIlEFE/z0I5SYiIyOJjY1l+/btNGnShKVLl3L+/HkqVapEixYtuHXrFr///jsmJiZCFpmIbNC0aVNatGhBQEAAaWlp/Pbbb1hYWODk5ISKigonTpzAwMCAKVOmUK5cOW7cuCHsK4sB5HZ2dvj7+5OXl0fVqlXZuXMngYGBrFy5kt69e2NlZcXKlSs5d+4c5cuXR0VFBS0tLTIzM8XMRhlA8vsHBAQI5/Lp06cAvHjxAl9fX8LDw7G2tqawsJCVK1cC8PbtW0DMThUREfl8xGSHEri5uTF9+nT8/f2JiYnB0NAQFxcXWrRogb+/P1evXi01XqzFJRu4urrSqVMnlJSUcHV1JScnBwBTU1PGjRsnLLFmZWVRVFRE9+7dyc/Pl9nJ0t7enjlz5uDm5sbly5epXr06q1atYu3atYwdO1YY16NHDxo3boy7uzt6enqsXLkSLy8v6RkuUorGjRuzbNkyJk2axL59+4TtkueGrq4uoaGhNG3alMDAQHbt2iVFa0VERMoqokeuBDExMRQVFTFz5kw0NDSIiIhg5syZKCoqfjSLTBRxskFBQQHGxsa8efOGunXrcunSJQB27drF7du3qVy5Ms2bN+fu3bts2bKFwsJCmRXh5ubmREREMGrUKLZs2YKcnBx37txh+fLlmJiYUL58eTIyMgDYvXs3u3fvZs2aNbi5ufHTTz+hr68veH5Evi7vvxhoamqiqanJxYsXS40rKChAWVmZFy9e4O/vj6urK3v27Pna5oqIiHwjiDFy7xEbG4ufnx/+/v6MGjWKwsJCsRSADPGxeLb4+HjGjh2LvLw8Tk5O1KpVS/jsxo0bHDp0iPnz55OcnExhYSHy8vIyKeIAMjMzAahXrx4GBgaCMFBUVCQjI+MDu+Xk5EhLSyMmJoZmzZr9bdKDyH+H5FyNGjUKCwsLsrKyUFRUFGr9AUKSlKmpKR06dODZs2eEhoYK16WIiIjIP+W78cj98MMPPH/+nLS0NGHbp5bWli5dSlFREdOnT0ddXZ2wsLCvaarIXyA5X02aNEFNTY3Xr19z/fp1fv31V9TV1fHz8yMnJ4elS5dy9+7dj36HrBb7lZOTY//+/Tg4OJCYmIimpia+vr707NkTBwcHnJ2dBaEnQZKskZaWxqlTp4SOJCJfj5LPEVtbW9zd3XFwcCAjI4Pbt28zaNAg0tPTuXjxoiDYXFxcuHr1KkePHhW+R1avSxEREdnmu4iR69GjB8HBwbx69YrLly8TFxfHlStXKCgo+Msq/qNGjcLU1JS+fft+ZYtF3qdZs2ZcuHABgClTptCnTx/09fVJTU0lNTUVa2troLilmre3Nxs3bmT58uXcunVLmmb/z5iampKYmMjBgwdp1qwZQUFBJCYmfvJ6NTc3JzY2lnbt2nHz5k0pWCzSsmVLLCwsuH79OitWrACKnz1Tp07l3r17HD9+nCdPnmBjY4Ouri5dunSRWc+wiIhI2eG7EHIA+vr6VK5cmblz55KZmcnNmzcJCAggNze3zLRk+l5xcnLCx8eH7t2707dvXyZMmICTkxOvXr2ibt26+Pr6kpOTQ9euXYHijM958+YREBDwyY4HZYFu3bqRlJTEiRMnsLe359WrV58cq6amhoGBAXfu3PmKFopIaNy4Mbt370ZeXp6QkBB++eUX4bOff/4ZS0tLTE1NuXv3Lk+ePGHYsGHk5+eLzx4REZF/zXcj5CRoampiZ2fHgAEDyM3NxcbGhpycHPGBKqMMHjyY2bNn4+LiwrZt21i4cCGpqalMnz4dKF7WatasGdHR0Rw6dAgfHx+gWATt37+/zJ9TiZiLjY1lzpw5pKenfzBGvHZlA0tLS2bOnMnZs2cJDAwkJSWl1OcaGhpAcUcOELPeRUREvgzfdHRtuXLl0NfXL7UtKyuLZcuWMWvWLNTV1UlISEBZWVmcCGUQc3Nz5syZw+DBg4U2aAYGBqXaGxUVFXH+/Hl27NhB/fr1UVVVBWDv3r0yG0DesWPHDwoVf6oo8d69e4X4uGnTpqGtrf3BGPHa/bqU7OJS8vr69ddfmTp1Kk2bNmXw4MHUrFmz1Lg3b94IIg7ErHcREZEvg+zNcl8IS0tLEhIS2L9/PytWrKBZs2ZA8YSZn5/P/v37iYiIQFNTE3d3dylbK/I+Tk5OxMbGfrB9586dVKhQgS5dupTafvfuXTQ0NFBSUiq1XdZETocOHfD29iYmJobY2FjMzMxQUlKiqKjok23edu3ahYeHBzVq1OD169df2WKR95EIsCFDhhAVFUV0dDTjxo0DiouLz5w5E3Nzc1xdXQUxJ2vXoYiIyLfDNynkbG1tmTt3Lnv37sXf35+mTZvi7OwM/Jn1WFhYyN69ezl79ixdunRBRUVFihaLlMTZ2VlojRYaGkpcXBwDBw4EioVcQUEBrq6u9O3bFzk5OXR0dDAzM+POnTsfZHXKGkePHmXQoEH0798fBQUFhg4dSmJiIurq6kLyzfvIycmRnJxMnz59ZLql2LeOjY2NUHA5MDAQX19fnj9/jqamJoMGDWLv3r3IycmRmJhIaGgoZmZmjB07lsqVK0vXcBERkW+aby5G7ueff2bRokVMnjyZTZs2AeDi4kL16tVZunQpz58/Fyr/Q/Hy69GjR/nll1+Ijo6WktUiEjp16sSKFSsYMWKEsJw6efJkRowYwZgxY1i7di3169cXeqpqa2vz+PFjFBQU6Nq1q0w3G1dVVSU3N1f4W01Njc6dOzNu3Dh0dHTo2bMnz58/F2PeZBAnJydmzZqFra0tDx48YPXq1YwZM4bDhw8DxRmr8+bN4+XLl/Tr1w8o9th16dKFwYMHy2QHERERkW+Db0rIycvLY21tjZ6eHsuWLSM7OxuATZs2YWhoiJ6eHhcvXuTIkSPMmTNH2G/o0KHUq1cPX19faZku8v+UL1+e6tWrc/HixVLB4JMnT2bkyJGMGTOGNWvWULFiRapWrUqbNm149OhRmejYUKtWLVatWsXTp09L1R4zMjJi3rx5lC9fHhMTk1JiT0T62NraMm/ePIYMGcL27dsxNjYmNjaWjh078ujRI6D42dOpUydmzpzJxIkTOXDgQKnvkNV2cCIiImWfb2pptbCwkK1bt5KcnCyIuOXLl1OrVi18fX0ZOHAg169fp1evXtSvX1/Y7+rVqygrK4vLqzJARkYGFStWREtLq5QgCw4O5pdffmH+/PlYWVnx7Nkzzp07R3R0tMx3bLC3tycqKoq8vDzevXsHUGpSv379Oj4+PmRmZhISEvLJWDmRr8+gQYOIjIwkPj6e7du3A8XdQl69elWqi0ZhYSF//PEH5cuXx9DQ8IPvEUWciIjIf8U3JeSguMXRgwcPAFBSUmLbtm307duX3377jXPnzgmtjEq2cTp69CiRkZG8fftWWmaL/D8tWrQgNDSUOnXqAKWzAiVibt68eTg4OHywrywuR7Zo0QI/Pz9Gjx7NwoULyc7ORk9PDx0dnVLjrl69yvr166lduzZVqlSRkrUiJXFyciIyMpLdu3djZ2fHoEGDAHj9+jVXrlzB3Nyczp07C+Nzc3NJS0sTXiJFREREvgbfnJArybt371izZo0g7KA4TunUqVPcv3+/1FixkKpscP78ed6+fYurqyvwoTgLDg5m1apVwqQq61SoUIHLly+zceNGGjduTFxcHNu2bWPNmjXMnj1bGFdQUEBSUhKVKlXCxcVFihaLQLEXdfbs2QwZMgR7e3tiYmKYP38+1tbWZGZmEhQURPny5Rk/fjzBwcEMGDCA5cuXo6ioyObNm6VtvoiIyHfENy3k3kdZWZmJEyfy+vVrrl27Jm1zvnvez75UVFSkoKCA4OBgmjVrxk8//fTR/Xx8fISAclmnUaNGVKxYETU1NaKjo7lz5w4zZ85k+/bttGrVisTERGFsVlYWQUFB1KhRAy0tLSla/X2jqqpKx44dGTx4sLCcWnJp38bGhps3bzJ8+HAh693NzY3Xr1/TtWtXma1fKCIi8m2iKG0Dvgbq6up06tQJR0dHqlevTpcuXYQyDmLsivSQ/PatW7fm5MmTQsbprVu3UFBQoGXLlpw9e1aaJv5rDh06RI8ePRg5ciR3794lPDycV69eoaCgwK1btxg3bhwdOnQQmqc/fPiQhw8fStnq7xc5OTlyc3Px8PD44LOQkBAAIiIiAFi9ejVTp04lODgYDQ0NocafrCbciIiIfJt8F6+N6urqWFhYkJOTg7GxMfn5+SgoKIgiTkqoqqoKHqdWrVqRnJxMcnIyw4YNQ1tbm5s3b7J06VLGjBlD7dq1pWztv0OyrD9ixAgqVqwo9EstKCjg2LFjGBgYULVqVWH8lStXWLx4sczXw/tWkTwT7OzsCAwMBEp7jkNCQoiKimLu3LlCbcOCgoJShZpFESciIvI1+S6EXHp6Or6+vgwdOlQouio+bKWDmZkZMTEx7N27l6CgIJSVlWnZsiW3b9+mX79+HDt2jCFDhpCZmcnvv/9O69atAcrsUtXTp0/x8vIiLy+PFi1aYGNjI3yWnZ3NzZs3efnyJfCnYEhNTZWKrSJ/0rp1azp16gR8mHEqEQlnmYgAABOESURBVHOLFi0qlbkqIiIiIg2+qTpyn4O4nCo9nJycCAoKYv369SgrK2NpacmxY8ewtrZGXl4eDQ0NPDw8aN68OfXq1aN69eocO3aszMTD/RVGRkasXLmS7OxsTpw4wfHjx7G3t0dbW5vu3bvLZMbt94jk+aCnp8fBgweZP38+MTExHx3r5OREYmKi+FIoIiIiVb47ISciHezt7QkPD2fIkCHs2rULgM6dO7N+/XqGDh1KcnKyMNbQ0JAaNWowcuRImjdvTkhICElJSdIy/YtRs2ZNnJycMDExISMjgxcvXuDm5kZ+fr7YzUHGUFVVJTg4GC0trY/Gy5VEjIkTERGRJqKQE/nPqVChAlevXuXo0aNYW1vz9u1b5OTk0NLS4sCBA8yaNYukpKQPvKXly5cnIiKCjIwMocflt4CioiLKyspCvTFRCEifYcOG0bhxYxYuXMjt27d59+4dnTt3Zs2aNdjY2HzQqUFEREREViibgUciZYr09HQGDx5M69atCQoKolKlShQVFdG5c2eqVKnC+fPngdKxSPLy8mRkZLBu3To6d+6Mvr6+lKz/8uTn55cqGiuKuK9P06ZN6dOnD3369KFq1ark5OTQtm1bIiMjSUxMpEmTJpw4cYJFixZhZ2cnloMRERGRWb6L8iMi0mfHjh24urqyfPlyXr16xd27dwkNDWX06NFcvXr1g/GSZcbWrVuTmZlJTk7O1zZZ5BvFzs4Of39/8vLyqFq1Kjt37iQwMJCVK1fSu3dvrKysWLlyJefOnaN8+fKoqKigpaVFZmamGGMrIiIic4hLqyJfld69e5OQkADAlClTWLRo0SfHKigoEB8fz5w5cwSvnYjIv8He3p45c+bg5ubG5cuXqV69OqtWrWLt2rWMHTtWGNejRw8aN26Mu7s7enp6rFy58pta3hcREfl2EIWcyFfH2NiYdevWER0dzfz580lPT5e2SSLfAebm5sTGxjJq1ChWr14teNdmzpyJiYkJpqamZGRklNrH0NAQNzc3fvrpJ9zc3Hj69Kl0jBcRERH5BGKMnMhX58CBAwwePBh3d3e8vLyoVKmStE0S+Q6QFFmuV68eBgYGwhKpoqIiGRkZH8QqysnJkZaWRkxMDM2aNRNrxomIiMgkopAT+WK83zv1U9ugOGZOIuYsLCz+Y8tEvnfk5OTYv38/Dg4OjB49WlhG7dmzJw4ODsydO/eDbhqSNn5paWmcOnUKXV1daZguIiIi8peIS6siXwQlJSXevXsHFHs88vPzefDgAfn5+X8ZIN6mTRtOnz4tZm6KfDVMTU1JTEzk4MGDNGvWjKCgIBITEz9Zy0+yJNuuXTtu3rwpBYtFREREPo0o5ET+FdOnT2f27NlCm6nJkydjY2NDXl4eL168wN7ensePH//t94i11ES+Jt26dSMpKYkTJ05gb28v9MD9GGpqahgYGHDnzp2vaKGIiIjI5yEurYr8zxgaGtKvXz+Sk5PR0tLi559/xsrKCi8vLwIDA8nMzGTPnj0YGRn97XeJIk7ka7J3715sbW1p06YNfn5+VKhQ4aPj5OXlycnJEUWciIiIzCJ65ET+FfXr12fRokUoKioSHR2Npqam0JtST0+PhQsX0rhxYwYMGMD169elbK3It07Hjh3JzMwsVa7mr5b2TU1NiY+PZ+PGjUycOPEvPXMiIiIisojokRP5n5AkMaSkpODh4cHbt2+JjIykYsWKwpjnz58zfPhwLl++zJo1a2jcuLG0zBX5DujQoQPe3t7ExMQQGxuLmZkZSkpKFBUVoaCg8NF9du3ahYeHBzVq1OD169df2WIRERGRf4/okRP5x1SrVo0HDx4AYGFhwa5du6hevTphYWEYGhrSq1cvnj9/LozX0dFh7dq1PH78GEdHR2mZLfIdoKysjL6+PsHBwejq6pKbm4uLiwvZ2dkfTWZ431sndm4QEREpa4hCTuQf0a5dOwICApg/fz6dOnXC3d2dZs2akZaWJiyzqqio0Lt371IeDi0tLbKyssRJUuSroKamRufOnRk3bhw6Ojr07NmT58+ffzIzVURERKSsIgo5kc9CV1eXFy9eUL16dcLDw2nQoAFaWlr06dOHa9euCePq169PdHQ0SkpK9OnT54PlKtHjIfKlqVOnDlpaWuTm5pa6FgGMjIyYN28e5cuXx8TEhNzcXClZKSIiIvLfIMbIifwts2fPxsPDA3l5ee7fv8/JkyepUKECt2/fpnbt2qXGloyZO3nyJBoaGqU+F0WcyJfE1taWFStWsGrVKhYtWoSHh0epz69fv46Pjw+ZmZmEhIR8MlZOREREpKwiCjmRv+XIkSOEh4dTWFiIsrIyO3fuxNbWlidPnjBs2DAsLS1LjU9JScHT05O9e/eSk5MjJatFvnXMzc0JDQ1lzpw52NjYcPnyZbp06fLBuKtXr7J+/Xpq165NlSpVpGCpiIiIyH+HKORE/pZNmzaRn5+PnZ0dS5YsISMjg8OHDxMYGEhOTg6DBw/G3NxcGO/m5sadO3fw9PSksLAQeXnxMhP5smhqamJlZUVYWBgbNmzg4sWLrFq1ioyMDNq0aUOLFi2EsQUFBSQlJVGpUiVcXFykaLWIiIjIl0ecYUU+yft9UjU1NTE0NGTSpElUqVKFW7du4e/vT3Z2Nq6urkyePJmVK1cyYcIEoV0XIAaXi3xxsrKyqFChQikP29ixY2nfvj3Lli0jIiKCtWvXlhofFBREjRo10NLSkobJIiIiIv8JopAT+SSSeLYBAwbQuHFjlixZwpo1a6hVqxb+/v5UqVKF27dvM2nSJFJSUvjpp58AaNSoEYWFhR8IQRGRL4WKigqXL1+mZcuWxMbGsmnTJurUqYOVlRXdu3cnMDCQKlWqlPLAPXz4kIcPH0rRahEREZEvj5i1KvKXqKmp8fvvv3PixAkhkNzNzQ0LCwvu3bvH9OnTSU1NRUNDg6KiIrKzswGxd6rIf4+hoSEDBw6koKCAvn37Mn/+fHbu3AmAtrY227dvZ926dURERAj7VKlShdTUVClZLCIiIvLlET1yIqUo6UWTk5MjJycHNzc3evTogZ2dHQAxMTH8+uuvVK9enYkTJ1K1alXevHkjiDgQe6eK/PekpaURGRnJL7/8gpycHNra2sJn+fn5vHz5kpcvXwJ/XteiiBMREfnWEIWcSCkky6lOTk706tULfX19Tp8+TUJCAr1796ZBgwYALF26lA0bNtCyZUusra2labLId46ysjKZmZl07dqVzp0706hRI5YsWYKamhorVqwAxLI3IiIi3y7i0qrIB9SrV4+DBw/y9OlTzpw5w4IFC8jKymLJkiUsW7aMxMREYWzfvn3Zvn27mNAgIlV++OEHli1bhqamJi9evODx48dYW1uTn58vdnMQERH5phGFnMgHaGlpERgYSJMmTUhOTsbf358xY8bQvXt3jI2NMTExIS0trdQ+4mQpIm0qV65MtWrVyM/P59y5cxQVFYmxmiIiIt884tKqiECPHj2oV68emZmZREZGUrNmTR48eEC/fv0YMGAA+fn56OnpERYWhrq6eql9RREnIm0ePXrEyZMnOXv2LEVFRcjJyYkiTkRE5JtHFHIiADRs2JBRo0axadMmzM3NuX//PuPGjcPV1ZVnz54xfvx4Dh48yLNnz9DW1i6V2CAiIouIcXEiIiLfA+LSqohA7dq1GTBgAJ6enqxbt46UlBT09fVJTU0lLi4OKC5H8vbtW9EDJyIiIiIiIgOIQk7kA7p168bAgQOpU6cOtWvX5uHDh9jb25cqpirGxImIiIiIiEgfUciJfJQqVarQrFkzJkyYQJMmTViyZAn+/v7SNktERERERESkBKKQ+474v/buLSSqtY/j+E/HJnDsoEFWVJAW0flCKtBATUsoOyoV4YxRTEGnm4IghBIrtSisLE0NrS7spgxSQTIZCqWgorAD0YnKzKi0zLKDM2tfRNPb+7b3u2XvnFn2/VzJ8lnyB29+PP/1/J+AgAAZhtGt3bSQkBCtWrVK+fn5fDgOAICfIcj9JubMmaPx48errKxMr169+lvv/HfgY5QDAAD+hSD3GxgyZIhcLpc6OjoUEBCgkydP6tq1azp//rx3Dd+8AQBgPkG+LgC/3ocPH1RfX6+zZ8/qxYsXmjt3roqKinT69Gk1NDSooqKCEAcAgAkxR+430N7erpqaGuXk5Ojx48fKyMhQTEyM+vXrp/z8fFVWVio5OVkjR470dakAAKAbCHK9VFDQ183WwMCv/+JTp07J5XIpOTlZktTS0qIpU6bo3LlzevbsmTZu3KiGhgYlJCT4rGYAANA9tFZ7obi4OEVHR6ugoEBtbW2SJLfbrSdPnmjevHkqKipSXV2dWltbtX79enV0dCgqKkpRUVFyuVy+LR4AAPxt7Mj1QomJiUpOTtbKlSs1cOBA7/Pc3FwNGDBAL1++1Pv372W329XR0SFJunr1qoqKiuR2u2WxWHxUOQAA6A6CXC+UkZGhmpoazZkzR06nUwMGDJD0dY5cVVWV7t27J6fTqdbW1p++z4gRAADMgSDXy3zbTcvMzFRtba1SU1PldDoVGhqqrq4unTlzRiNHjlRsbKyPKwUAAP8UQa4XiIiI8P5sGN/HAo4ZM0bh4eGaO3eunE6nBg0apLt376qkpERr1qzRsGHDfFEuAAD4lxDkTC4yMlKXL1/WunXrZLFYvPPgjh07poiICEVHR6uurk5JSUlauXKlbDabrly5oufPn6u5udnH1QMAgH+CU6sm9+DBA+3YsUNbt27V+/fvVVZWptLSUkVERMhut6u5uVlZWVkKDAxUUlKSgoODlZmZqcrKSknf718FAADmwxVdJjVhwgTdu3dPnz9/liStXbtW27dv18OHD9XZ2Sm73a6mpqYf7kfdu3ev+vbtq/Xr1/uydAAA8C+htWpCKSkpcrlc2rVrl3fw7+HDh7VlyxZFRkaqpqZGTU1Nkr6eQP02FHjTpk2EOAAAehFaqyYUFhYmSXI4HLLZbFq3bp08Ho9KS0tltVqVlZWl1tZWFRUVSZI8Hg8tVAAAeiGCnAldunRJdXV1crlcWrt2rYqLi+V0OuXxeHTkyBEFBgYqKytLhmGouLhYkghxAAD0QrRWTaixsVGfPn3StGnT5HA4FBMTo8LCQm8LtaCgQNu2bdOuXbs0f/58H1cLAAB+FYKcCUyePFk2m01Wq9X7bOfOnQoLC5NhGFq1apUSExNVUFDgDXOFhYVavXq1qqqqfFU2AAD4xQhyfm7BggU6f/68jh8/rpycHEVGRkqSnjx5oi9fvighIUH19fVKT09XQkKCDh8+7A1zFRUV3J0KAEAvRpDzc8HBwZKk0NBQ9enTR1VVVcrMzNTUqVO1e/dupaWlKTIyUhcvXpTD4VBKSoo2b978w9/g7lQAAHonDjv4ufLycknSgQMHVFJSourqak2cOFFHjx7V9evXFR4erqioKD148EANDQ2aOXOmbt265eOqAQBAT2BHzgTKy8u1detW5eXlafjw4dqzZ49iY2N1/fp1Xbp0SY2Njd61jY2N8ng8tFMBAPgNsCNnEsXFxTIMQ9nZ2bLZbMrLy1N2draCgoK8tzv8J9qpAAD0fgQ5EykpKZFhGMrJyZHb7dbBgwd/GuIAAMDvgSDnByZNmqTXr1+rubnZ++zPbmI4evSoDMPQzp07FRwcrNzc3J4sFQAA+JGAsLAwRv770OzZs5WVlaW3b9/q5s2bKi0t1e3bt713pHo8np++t2HDBiUlJSk5ObmHKwYAAP6CIOcHBg8erKFDh2rfvn169+6d7t+/r4yMDH38+PEvwxwAAPi9EeT8SEhIiJYvX66UlBR9/PhRy5YtU2dnJ2EOAAD8FEHOR5YuXaoPHz7o7Nmzkr5/ExcUFKS4uDht2bJFbW1tSktL40ADAAD4KebI+YDD4VB+fr46Ozu9zwzDUGBgoLq6ulRXV6e8vDyFhIRozZo1PqwUAAD4M4JcD0tPT1dubq6cTqdqa2t/+N239qnH41Ftba2uXbum+Ph49e3b1xelAgAAP0drtQclJiaqvLxc6enpqq6u1ujRo7Vo0SKNHTtWjx8/VnV1ta5evepd379/f9XX1+vQoUMqLCz0YeUAAMAfsSPXQywWi8aNG6enT59q3LhxGj16tI4fP67p06fLarVq8eLF2r59uxYuXOhd397erv3792vUqFG+LR4AAPglglwPcbvdOnbsmAoLC5WamqoLFy6opqZGK1askMPh0KxZs9TV1SW73e5dL0l37tyR1WqlvQoAAP4HrdUe1r9/f6WlpWnEiBE6dOiQmpqavCdWY2JidObMGc2YMUN37971vjNq1Cg9evTIh1UDAAB/xBVdPay9vV0nTpzQsGHD1NTUJEneq7jCwsJ048YNtbS0/PAOIQ4AAPwMrVUfePfu3Q87bpJktVq1dOlSPXr0SG/fvvVRZQAAwEzYkfMxm82m2NhY2e12DR8+XHFxcZK+DwgGAAD4M+zI+VhwcLCWLFmirq4uxcfHy+12y2KxEOIAAMD/xWEHPxAaGqo3b97IMAxZLBbviVUAAIC/QpDzI7RTAQBAd9Ba9SOEOAAA0B0EOQAAAJMiyAEAAJgUQQ4AAMCkCHIAAAAmRZADAAAwKYIcAACASRHkAAAATIogBwAAYFIEOQAAAJMiyAEAAJjUH1dFkwBVvzOCAAAAAElFTkSuQmCC\n", "text/plain": [ "
" ] @@ -1965,6 +1967,7 @@ "accelerator": "GPU", "colab": { "gpuType": "A100", + "machine_shape": "hm", "provenance": [] }, "kernelspec": {