From 0b3e1911e10af370b206e925fedd05cf205cd6b0 Mon Sep 17 00:00:00 2001 From: Robert Pascua Date: Tue, 8 Aug 2023 12:16:29 -0400 Subject: [PATCH 1/2] update: slightly speed up mutual coupling sim Also fix the test to account for the updated electric field propagator convention. --- hera_sim/sigchain.py | 11 ++++++----- hera_sim/tests/test_sigchain.py | 4 ++-- 2 files changed, 8 insertions(+), 7 deletions(-) diff --git a/hera_sim/sigchain.py b/hera_sim/sigchain.py index b825e189..e9d4ba88 100644 --- a/hera_sim/sigchain.py +++ b/hera_sim/sigchain.py @@ -727,7 +727,7 @@ class MutualCoupling(Crosstalk): .. math:: {\bf X}_{jk} \equiv \frac{i\eta_0}{4\lambda} \frac{\Gamma_k}{R_k} - \frac{e^{-i2\pi\nu\tau_{jk}}}{b_{jk}} {\bf J}_j (\hat{\bf b}_{jk}) + \frac{e^{i2\pi\nu\tau_{jk}}}{b_{jk}} {\bf J}_j (\hat{\bf b}_{jk}) {\bf J}_k(\hat{\bf b}_{kj})^\dagger h_0^2, where :math:`\Gamma` is the reflection coefficient, :math:`R` is the real @@ -765,7 +765,7 @@ class MutualCoupling(Crosstalk): .. math:: - {\bf X}_{jk} = \frac{i\Gamma}{\Omega_p} \frac{e^{-i2\pi\nu\tau_{jk}}} + {\bf X}_{jk} = \frac{i\Gamma}{\Omega_p} \frac{e^{i2\pi\nu\tau_{jk}}} {b_{jk}/\lambda} {\bf J}(\hat{\bf b}_{jk}) {\bf J}(\hat{\bf b}_{kj})^\dagger. In order to efficiently simulate the mutual coupling, the antenna and @@ -969,10 +969,11 @@ def __call__( # Now actually calculate the mutual coupling. xt_vis = utils.matmul( + coupling_matrix, visibilities, - coupling_matrix.conj().transpose(0, 1, 3, 2).copy(), use_numba=use_numba, - ) + utils.matmul(coupling_matrix, visibilities, use_numba=use_numba) + ) + xt_vis += xt_vis.conj().transpose(0, 1, 3, 2) # Return something with the same shape as the input data array. return utils.reshape_vis( @@ -1162,7 +1163,7 @@ def build_coupling_matrix( # then this is where we would do it. bl_len = np.linalg.norm(enu_antpos[j] - enu_antpos[i]) delay = np.exp( - -2j * np.pi * freqs * bl_len / constants.c.to("m/ns").value + 2j * np.pi * freqs * bl_len / constants.c.to("m/ns").value ).reshape(-1, 1, 1) coupling = delay * jones_prod / bl_len diff --git a/hera_sim/tests/test_sigchain.py b/hera_sim/tests/test_sigchain.py index 33ccdaeb..eb581ad3 100644 --- a/hera_sim/tests/test_sigchain.py +++ b/hera_sim/tests/test_sigchain.py @@ -464,8 +464,8 @@ def test_mutual_coupling(use_numba): taper="bh", ) for ak in uvdata.antenna_numbers: - dly_ik = -delays[(ai, ak)] - dly_kj = delays[(ak, aj)] # This coupling term is conjugated. + dly_ik = delays[(ai, ak)] + dly_kj = -delays[(ak, aj)] frate_ik = fringe_rates[(ai, ak)] frate_kj = fringe_rates[(ak, aj)] From 92095b88319c9da307cfeb7efb5722748a121847 Mon Sep 17 00:00:00 2001 From: Robert Pascua Date: Tue, 8 Aug 2023 12:19:41 -0400 Subject: [PATCH 2/2] docs: better figure in mutual coupling example Re-ran the tutorial notebook with the updated conjugation convention, and updated one figure to explicitly show which "blob" corresponds to which visibility, as presented at the 2023 HERA Busy Week. --- docs/tutorials/mutual_coupling_example.ipynb | 141 +++++++++++-------- 1 file changed, 85 insertions(+), 56 deletions(-) diff --git a/docs/tutorials/mutual_coupling_example.ipynb b/docs/tutorials/mutual_coupling_example.ipynb index a6971aca..57e802de 100644 --- a/docs/tutorials/mutual_coupling_example.ipynb +++ b/docs/tutorials/mutual_coupling_example.ipynb @@ -22,8 +22,8 @@ "id": "ba3ee9da", "metadata": { "ExecuteTime": { - "end_time": "2023-02-09T20:24:37.650867Z", - "start_time": "2023-02-09T20:24:36.641218Z" + "end_time": "2023-08-08T16:18:33.321019Z", + "start_time": "2023-08-08T16:18:32.286643Z" } }, "outputs": [], @@ -42,8 +42,8 @@ "id": "59945521", "metadata": { "ExecuteTime": { - "end_time": "2023-02-09T20:24:37.654536Z", - "start_time": "2023-02-09T20:24:37.652480Z" + "end_time": "2023-08-08T16:18:33.324219Z", + "start_time": "2023-08-08T16:18:33.322240Z" } }, "outputs": [], @@ -74,8 +74,8 @@ "id": "e7967d9f", "metadata": { "ExecuteTime": { - "end_time": "2023-02-09T20:24:37.663906Z", - "start_time": "2023-02-09T20:24:37.655479Z" + "end_time": "2023-08-08T16:18:33.332743Z", + "start_time": "2023-08-08T16:18:33.325115Z" } }, "outputs": [], @@ -97,8 +97,8 @@ "id": "7c59983a", "metadata": { "ExecuteTime": { - "end_time": "2023-02-09T20:24:37.669646Z", - "start_time": "2023-02-09T20:24:37.665270Z" + "end_time": "2023-08-08T16:18:33.338436Z", + "start_time": "2023-08-08T16:18:33.333984Z" } }, "outputs": [], @@ -121,8 +121,8 @@ "id": "38c1c7c5", "metadata": { "ExecuteTime": { - "end_time": "2023-02-09T20:24:37.676058Z", - "start_time": "2023-02-09T20:24:37.670558Z" + "end_time": "2023-08-08T16:18:33.346432Z", + "start_time": "2023-08-08T16:18:33.339278Z" } }, "outputs": [], @@ -161,7 +161,7 @@ " dbdt\n", " ) / constants.c.si.value\n", " blt_inds = uvdata.antpair2ind(ai,aj)\n", - " uvdata.data_array[blt_inds,0,:,0] = np.exp(\n", + " uvdata.data_array[blt_inds,:,0] = np.exp(\n", " -(delay_width * (freq_mesh-ref_freq))**2\n", " ) * np.exp(\n", " 2j * np.pi * frates[None,:] * time_mesh\n", @@ -174,8 +174,8 @@ "id": "83566527", "metadata": { "ExecuteTime": { - "end_time": "2023-02-09T20:24:37.684773Z", - "start_time": "2023-02-09T20:24:37.676943Z" + "end_time": "2023-08-08T16:18:33.354731Z", + "start_time": "2023-08-08T16:18:33.347142Z" } }, "outputs": [], @@ -193,14 +193,14 @@ "id": "441e0c71", "metadata": { "ExecuteTime": { - "end_time": "2023-02-09T20:24:37.763319Z", - "start_time": "2023-02-09T20:24:37.685677Z" + "end_time": "2023-08-08T16:18:33.460884Z", + "start_time": "2023-08-08T16:18:33.355570Z" } }, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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Ozg7VqlVDr1698PPPP2PHjh1FOrdPQ3u9g4KCinT0tn///rh9+zZmz56N4OBgVKhQAba2tqhcuTK6du2KVatW4cqVKwgMDCywnW7duuHixYsYOXIk/Pz8YGdnh4oVK6Jjx47YsGEDdu7cqbPv0BBra2scOHAAn3/+OVq2bAlPT09pVCYHlRC8gTyVfm3atMHJkydha2uL+/fvo1KlSpbuUolYvXq1FN5fffVVvlsH0f9wZEal3uXLl3Hy5EkAz0ee5SXIAGDVqlUAnl+FoX3ZGuXHMKNSb9asWdL0e++9Z8GelCzNzSwBYMiQIYVeolbe8WsmlTq3b9/G7du3kZqail9++UU6A75z5844cOCAhXtnPllZWTh69Chyc3Nx4cIFLFq0CKmpqbCzs8P169cLvKqCeNIslUI//vhjvgfFVqhQQfrKpVSPHj1Cjx498r3/+eefM8iMwK+ZVGpZWVmhevXqGDJkCM6ePVvo5UJK4uHhgZYtW+KXX36RruqggvFrJhEpAkdmRKQIDDMiUgSGGREpAsOMiBSBp2aUQT4+PsjIyICfn5+lu0JklJiYGDg7O5v1oSkcmZVBGRkZBT7xiKi0ycnJQUZGhlmXwZFZGaQZkV29etXCPSEyToMGDcy+DI7MiEgRGGZEpAgMMyJSBIYZESkCw4yIFIFhRkSKwDAjIkVgmBGRIjDMiEgRGGZEpAgMMyJSBF6bSUUihEB8fDwSEhKQlpYGW1tbuLi4oFq1akY91ZrIXBhmVCAhBM6fP4/du3fj0KFDuHTpEpKSkvSW9ff3x6uvvorOnTvjjTfeQOXKlUu4t1Se8YEmZZDmDgTmvGvG06dPsWbNGqxcuRJXrlwpcn0bGxv06tULU6dORdu2bc3QQypLSmKb5T4z0iGEwI8//og6depgwoQJBoPM3t4e3t7e8PDwgLW1db75ubm52LFjB9q1a4euXbvi+vXr5u46lXMMM5I8fPgQvXr1wrBhw3Dv3j2dea1atcL8+fNx9OhRxMfHIzs7G/Hx8UhKSsLTp08RGRmJ7du3Y+LEifD19dWpe+DAAbz00kv47LPPoFarS3KVqDwRVOYEBQWJoKAgWds8e/asqFq1qgAgvWxtbcWECRPEjRs3itRWbm6u2L17t2jTpo1OewDEm2++KVJTU2XtO5V+5thmX8SRGeHo0aNo3749Hjx4IL3XvXt33Lx5E8uWLUPdunWL1J61tTV69OiBY8eOYceOHTojtR07dqBLly5ISUmRrf9EAL9mlntnzpxBr169kJmZCeB5EC1duhS7d+9GQECASW2rVCq88cYbuHLlCnr27KmzzB49eiA7O9uk9om0MczKsYcPH6Jv377SgyYcHBywZ88eTJw4ESqVSrbleHh4YOfOnRg3bpz03unTpzFmzBgIHkwnmTDMyikhBIYPH46HDx8CeH4qxc6dO9GlSxezLM/a2hrLly9HaGio9N6GDRuwYcMGsyyPyh+GWTm1bt06HDx4UPr566+/NluQaahUKixfvhzt2rWT3vvggw/w6NEjsy6XygeGWTmUlZWFjz/+WPr59ddfx/jx4wut9+TJE4SFhWHo0KEICgqCs7Mz7O3tUa1aNfTp0wf//e9/C23D1tYWGzZsgIuLCwAgKSkJn376afFXhkjDrMdKySxMPcz99ddfS6dKODg4iJiYGKPq2djY6Jxm4eDgIJydnXXe69Gjh8jIyCi0ra+++kqqY2dnJ+7du1fs9aHSj6dmFEFmZib27NmD+fPno1+/fvD394dKpYJKpcKcOXMKrDtnzhypbEGv27dvF9hOZGQk3n33XdSoUQMODg6oVKkSunXrhl9++UXGNTWNEALLly+Xfh47diyqV69uVN3c3Fw0b94cK1asQGRkJLKyspCeno6oqCiMHj0aALBnzx68++67hbY1duxYVKtWDQDw7NkzhIWFFWNtiLSYNSpLUERERL4TNDWv2bNnF1h39uzZ0kmilStXNviKiooy2Mbvv/8unJycpGW6ubkJKysr6eeRI0cKtVoty7qa8l/u1KlTUp9UKpWIjo42uu7hw4cLnP/uu+9KbRsz2vv000+l8jVq1JDt86HShyOzIvL09ESnTp0wffp0bNq0CT4+PkWq36pVK8TFxRl8GTrvKioqCm+99RYyMzPRunVr3LhxAykpKUhJScGsWbMAAGFhYVi0aJGpq2iy3377TZru0KED/P39ja7bsWPHAudrRmcAcO7cuULbGz58uDQdFRWFf/75x+i+EL1IMWHWtm1bJCYm4uDBg/jiiy8waNAg2Nvbl8iyZ82ahYyMDPj4+GDXrl3SGfMuLi6YO3cuxowZAwD49NNPDd4+p6QcPnxYmu7Vq5esbTs4OEjTeXl5hZavVq0amjRpIv186NAhWftD5YtiwkzfnRtKQkZGhrRPbNy4cfDw8MhXRnPkMDU1Fb/++msJ9k6XWq3GpUuXpJ+1T5GQw5EjR6TpRo0aGVWnffv20vTFixdl7Q+VL4oJM0s5ceIEsrKyAAA9evTQWyYgIAD169cHAOzfv7/E+vai+/fvS30FIPVJDsnJyfjss88APB8lBwYGGlUvKChImubXTDIFw0zL1atX0bBhQzg6OsLFxQWBgYEIDQ3F33//bbCO9v2+NDeg06dhw4bSMixF++TUChUqSOd6mUqtVmPYsGF4+PAh7O3tsXTp0iLV1Thx4oQs/aHyibfN1pKQkIDExER4eHggNTUVN2/exM2bN7FmzRrMmDED8+fPz1dHc6cJT0/PAu+Br7lzhPadKQpjKBwjIyNRq1Yto9vRSE9Pl6blCjIAeP/997Fr1y4AwIoVK3T2gxXm2bNnsvWDyjeOzADUqVMHX3zxBW7cuIHs7Gw8efIEGRkZ2LdvH5o1awYhBD799FMsWbIkX920tDQAKPRhHpr5mvKWYGX1v1+3XDdJnDZtGpYtWwYA+OqrrzBq1Khi94nIFByZARgyZEi+9+zs7NC1a1e0a9cO7dq1w9mzZzFnzhy88847cHd3L5F+GfpKWtDX2YJoH5xITk4uVhvaPvzwQyngFy1ahA8++KDIbcg5QqTyjf8WC+Hg4IAFCxYAeP417cXTB1xdXQFAuh+YIZr5mvKWULVqVWk6PT0djx8/LnZb06dPl86b++KLLzBt2rRitaN9qkr37t2L3R8ihpkRWrZsKU3fuXNHZ54mIJKSkgoMtNjYWJ3yllCxYkV4e3tLP2ufplEU06ZNw+LFiwE8D7Lp06cXu0/ap2PUqVOn2O0QMcxMpDlKCRR8pFJz1LO4XxHl0qxZM2m6OCepTps2TfpquXjxYpOCTAihc25aq1atit0WEcPMCH/88Yc0XaNGDZ15bdq0gaOjIwBg7969euvfvXtXetRa165dzdRL43Tr1k2a3rFjR5Hu9PrRRx9JQfbll19i6tSpJvXl3LlziImJkX7WPoGWqKjKfZgV9sf89OlT/Pvf/wYAODs7o1OnTjrznZ2d0b9/fwDAypUr9T6oY+HChQCe7y/r06ePDL0uvjfeeEOavn79Ok6fPm1UvZiYGHzxxRcAnh+BXLhwIXx8fAy+NF9DC6J9p4y2bduiSpUqRVwbov9RVJglJSUhISFBemlOP8jMzNR5X/t8q2PHjqFz58748ccfcf/+fen9nJwcHDp0CG3btsWZM2cAPL8GU9/lSvPmzYOzszMePnyI3r1749atWwCeX+o0b948rFq1CgAwc+ZMeHp6mmv1jVKrVi2dC8Y1QVsY7VM51Go1Hj16VOBL+zPWJy4uTifMtC86JyoWs96To4T5+/sbvA2Q9iskJESq8+KtgxwdHYW3t7ewtbWV3rOyshIzZswocNkv3gLI3d1dWFtbSz+PGDGiVNwCSAghduzYobPOx44dk6VfRREaGiot38fHR2RmZpZ4H6jk8BZAJaBRo0ZYvHgx+vfvj7p168LR0RHJyclwdHREkyZNMHHiRFy4cKHQWzv37NkTly5dQmhoKAICApCVlQUPDw906dIF27ZtQ1hYmKxPPDJF79690bx5c+nn0aNHF3pqiZyOHj2KH374Qfr5o48+kvY7EhWXSgg+66us0RwRNeU6zz/++AOtW7eWvj4OGzYM69atM3vgPnz4EC+//DLi4uIAAI0bN8a5c+dga2tr1uWSZcmxzRam3I/MyqsWLVroHI3csGED5s6da9ZlJiUloVevXlKQ2draYvXq1QwykgXDrBybP3++zukQc+fOxccffyzbdZvaHj58iC5duujcgeSbb75BcHCw7Mui8olhVo7Z2dlh27ZtqFevnvTe559/jjfffBNPnjyRbTnHjh1DcHAw/vrrL+m9qVOnYuzYsbItg4hhVs55e3vjyJEjOlcy7Nq1C/Xq1UN4eLhRt7825PHjx5gwYQI6dOggXc4FAJMnT8aiRYtKzQERUgaGGaFy5co4fvw4Xn/9dem9hIQEjBw5EkFBQVi+fHmRRmpXr17F+++/j5o1a2LFihXSicnW1tZYtmwZvvzySwYZyY5HM8sgcx0ZUqvV+Prrr/HJJ5/kO1XD1tYWLVq0QLt27VCvXj34+fnB2dkZarUaSUlJiIyMxMWLF3Hw4EFERkbmazsoKAjh4eHcR1ZOlcTRTIZZGWTuDSM6OhozZ87Epk2bTD4Y4OXlhRkzZmD8+PE6T2+i8oWnZpBFBAQE4Mcff8T169cxZcoUVK5cuchtvPzyy1i1ahWioqIwZcoUBhmZHUdmZVBJ/JfTlpubi/Pnz+Pw4cO4cOECbt26hbi4OGRlZUGlUsHT0xNVqlRBw4YN0axZM3Tr1g3Vq1cvkb5R2VAS2yxvm02FsrGxQfPmzXUugSIqbfg1k4gUgWFGRIrAMCMiRWCYEZEiMMyISBEYZkSkCAwzIlIEhhkRKQLDjIgUgWFGRIrAMCMiRWCYEZEiMMyISBEYZkSkCAwzIlIEhhkRKQLDjIgUgWFGRIrAMCMiRWCYEZEiMMyISBEYZkSkCAwzIlIEhhkRKQLDjIgUgWFGRIrAMCMiRWCYEZEiMMyISBEYZkSkCAwzIlIEhhkRKQLDjIgUgWFGRIrAMCMiRWCYEZEiMMyISBEYZkSkCAwzIlIEhhkRKQLDjIgUgWFGRIrAMCMiRWCYEZEiMMyISBEYZkSkCAwzIlIEhhkRKQLDjIgUgWFGRIrAMCMiRWCYEZEiMMyISBEYZkSkCAwzIlIEhhkRKQLDjIgUgWFGRIrAMCMiRWCYEZEiMMyISBFsTKn82muvydUPHV5eXti6datZ2iYiZTIpzI4cOQKVSgUhhFz9AQD4+PjI2h4RKZ9JYQYAzs7OmDp1qhx9AQDMnTtXtraIqBwRJlCpVKJKlSqmNCFbmxkZGWL37t3iP//5j+jbt6/w8/MTAAQAMXv2bKPaiIuLE1OmTBF169YVDg4OwtPTU7Rp00b88MMPQq1WF1r/9u3bYsyYMSIgIEDY29uLihUriq5du4pt27YVeX0KEhQUJIKCgmRtk8icSmKbNXlkVlr8+eef6NmzZ7Hr//XXX+jWrRuePHkCAHBxcUFaWhpOnDiBEydOYOvWrdi5cyfs7e311t+9ezcGDhyIzMxMAICbmxuePHmC/fv3Y//+/Rg5ciTWrFkDlUpV7D4SkWEmHc386quvMG/ePLn6YnKbnp6e6NSpE6ZPn45NmzYZve8tJSUFr7/+Op48eYJ69erh7NmzSEtLQ0ZGBpYtWwZbW1vs378fkydP1ls/KioKb731FjIzM9G6dWvcuHEDKSkpSElJwaxZswAAYWFhWLRoUbHWi4iMYNZxXwnKzc3N956/v79RXzNnzpwpAAhHR0dx586dfPMXLFggAAhra2tx48aNfPOHDh0qAAgfHx+RlJSUb/6YMWMEAOHm5iYSExONXidD+DWTypqS2GYVc56ZtbV1seuuX78eADBo0CDUqFEj3/xJkybBxcUFeXl52Lhxo868jIwM/PLLLwCAcePGwcPDI1/9jz/+GACQmpqKX3/9tdj9JCLDFBNmxXXjxg3ExMQAAHr06KG3jIuLC9q2bQsA2L9/v868EydOICsrq8D6AQEBqF+/vt76RCSPch9mV65ckaYbNmxosJxm3rVr1wzWb9CgQaH1r169Wqx+ElHBzHI0UwiBsLAwbN68GZcuXUJSUhJyc3MNllepVAXON6cHDx5I076+vgbLaealpqYiPT0dLi4uOvU9PT3h5ORUaH3t5RXGUDhGRkaiVq1aRrdDVB7IHmbp6eno2bMnTp48KfuVAeaQlpYmTRcURtrz0tLSpDDT1C+orvZ87eURkXxkD7M5c+bgxIkTsLa2xuDBg9GtWzdUrlwZNjaKOaWtxBj6SlrQ11mi8kr2hNm6dStUKhW++eYbjB8/Xu7mZefq6ipNZ2Zmws3NTW85zcmwL9bRTGvPL6i+dl0iko/sBwAeP34MGxsbvPPOO3I3bRZVq1aVpmNjYw2W08xzc3OTvmJq109KSiow0DT1tZdHRPKRPcyqVKkCJycn2NnZyd20WWgfwdQ+MvkizbygoCCD9Qs6Uqmpz6+IROYhe5h169YNqamp+Oeff+Ru2iwCAwPh5+cHANi7d6/eMhkZGTh+/DgAoGvXrjrz2rRpA0dHxwLr3717F9evX9dbn4jkIXuYffzxx/Dy8sJ7772HnJwcuZs3i+HDhwMANm/ejOjo6Hzzly9fjvT0dFhbW2PIkCE685ydndG/f38AwMqVK5GSkpKv/sKFCwE831/Wp08feTtPRADMEGZ+fn74/fffcevWLTRr1gzr1q3D1atXERMTU+BLDklJSUhISJBearUawPOd79rvp6en69SbNm0afHx8kJmZiV69euGvv/4CADx79gwrV67EJ598AgAYM2YM6tatm2+58+bNg7OzMx4+fIjevXvj1q1bAJ6P6ObNm4dVq1YBAGbOnAlPT09Z1pWIXmCOCz5TUlLEpEmThEqlElZWVoW+rK2tZVmu5sLywl4hISH56p47d054eXlJZVxdXYWtra30c9euXUV2drbBZf/+++/CyclJKu/u7i6sra2ln0eMGGHUPdGMwQvNqawpkxeaJyQkoFWrVli+fLkmLAt9aUZQltSsWTNcvXoVkydPRp06dZCTkwNnZ2e0adMGP/zwA/bs2WPwXmYA0LNnT1y6dAmhoaEICAhAVlYWPDw80KVLF2zbtg1hYWG8lxmRGamEkPc0/UmTJmH58uVwcnLC1KlTjT5p1t/fX85uKJrmiCiv86SyoiS2WdlPmv3tt9+gUqmwdu1avPXWW3I3T0Skl1lOmrWzs5OO8BERlQTZw6xq1aqwtbU16WaJRERFJXuYvfHGG8jIyMC5c+fkbpqIyCDZw2zmzJmoWrUqxo4di+TkZLmbJyLSS/YDAFeuXMGCBQvw/vvvIygoCKGhoWjevHmhd4to166d3F0honJE9lMzrKysinw+lSXvNFsW8dQMKmvK5KkZAIp8h1mZ85SIyiHZw6w0nM1PROVPuX86ExEpA8OMiBSBYUZEimBSmO3cuVP2J3Sbo00iUj6TDgD06dMHVapUKfBBIKWhTSJSPpO/ZprjtAqeqkFERWXyqRlZWVlYv369HH0hIio2k8MsNTUVI0eOlKMvRETFZlKY+fn5meVW0JUqVZK9TSJSNpPCTN9j2YiILIHnmRGRIjDMiEgRGGZEpAgMMyJSBIYZESkCw4yIFIFhRkSKwDAjIkVgmBGRIjDMiEgRGGZEpAhmedQcABw5cgSbNm3CpUuXkJiYiJycHINlVSoVIiMjzdUVIioHZA8zIQRGjRol3ePMmBstmuPOG0RUvsgeZkuXLsW6desAAM2aNcMbb7yBqlWrwsbGbINAIiL5wywsLAwqlQrvvPMOvvvuO7mbJyLSS/YDADdv3gQAfP7553I3TURkkOwjMwcHBzg4OMDT01PupomIDJJ9ZNaoUSOkpqYiPT1d7qaJiAySPcwmTpyIvLw8rF27Vu6miYgMkj3MBgwYgAkTJuCjjz7Chg0b5G6eiEgvk/aZjRo1yuA8JycnjBgxAp988gmCg4Ph6upqsKxKpcKaNWtM6QoRlXMqYcLjw62srKBSqfKdGKvvPb0L///lVCoV8vLyituNcqdBgwYAgKtXr1q4J0TGKYlt1qSR2fDhw3n2PhGVCiaFWXh4uEzdICIyDe+aQUSKIHuYzZs3D19++aXR5b/99lvMmzdP7m4QUTlj0gEAfaysrODj44MHDx4YVb5GjRqIiYnhAYAi4AEAKmtKYpvl10wiUgSLh1liYiIcHBws3Q0iKuMsGmZbt25FWloa/Pz8LNkNIlIAk++a8c033+Cbb77ReS8+Ph41a9Y0WEcIgeTkZKSmpkKlUqFXr16mdoOIyjmTwyw5ORnR0dE67+Xl5eV7z5BOnTph1qxZpnaDiMo5k8OsT58+CAgIAPC/+/+7u7vj66+/NljHysoKbm5uaNiwIWrVqmVqF4iILH9qBhUdT82gsqbUX5upT0REBFQqFZKTk+Hh4SF380REeskeZh07doSVlRXi4+PlbpqIyCDZw8zd3R3W1tZ8BgARlSjZzzOrXbs20tLS8PTpU7mbJiIySPYwGzRoEHJycrBlyxa5myYiMkj2MHv//ffRsmVLTJw4Ebt375a7eSIivWTfZ7ZgwQK0a9cOly9fRu/evdGgQQO0bt0alSpVgrW1tcF6PHGWiExhlvPMXnwGgDG31uYtgIzH88yorCmT55m1a9eOzwUgohIne5gdOXJE7iaJiApl8fuZERHJgWFGRIog+9dMbc+ePcOBAwdw7tw5PH78GCqVChUrVkRwcDA6d+4MOzs7cy6eiMoRs4XZ999/j08++QQJCQl653t7e2P+/PkIDQ01VxeIqBwxS5h99NFHWLx4sXR6hq+vL6pVqwYAuH//PmJjYxEfH4+xY8ciMjISn3/+uTm6QUTliOz7zI4ePYpFixZBCIH+/fvj2rVruHfvHk6fPo3Tp0/j3r17uH79OgYMGAAhBBYtWoTjx4/L3Q0iKmdkD7Ply5cDAEaPHo2tW7eiXr16+coEBgZiy5YtGD16NIQQWLZsmdzdIKJyRvYwO3XqFKysrPDpp58WWnb+/PlQqVQ4efKk3N0gonJG9jBLSEiAu7s7KlWqVGjZypUrw8PDw+BBAiIiY8keZq6urkhLS0N2dnahZbOyspCWlgYXFxe5u0FE5YzsYda4cWPk5eVh7dq1hZZdu3YtcnNz0aRJE7m7QUTljOxhNmTIEAghMHXqVKxZs8ZgudWrV2Pq1KlQqVQYNmyY3N0osvDwcKhUqkJfBw8eNNjGo0ePMHXqVAQGBsLR0REVKlRA27ZtsXr1ash8cxIieoHs55mNGDECGzZswNGjRzFmzBjMmzcPHTt2hK+vL1QqFe7du4eIiAjExsZCCIEOHTogJCRE7m4Um5WVFSpWrGhwvr29vd73//rrL3Tr1g1PnjwBALi4uCAtLQ0nTpzAiRMnsHXrVuzcudNgfSIykTCDlJQU0b9/f6FSqYRKpRJWVlY6L837AwYMECkpKeboQpGFhYUJAMLf37/IdZOTk4WPj48AIOrVqyfOnj0rhBDi6dOnYtmyZcLW1lYAEOPGjZOlr0FBQSIoKEiWtohKQklss2a5AsDNzQ3btm3D2bNnsXnzZunaTACoVKkSXnnlFQwaNAjBwcHmWHyJW7x4MeLi4uDo6Ijdu3ejRo0aAAA7OztMmDABqampmDFjBr7//nt88MEHqFu3roV7TKQ8Zr3QPDg4WDGBVZD169cDeP4wF02QaZs0aRIWLFiA9PR0bNy4EXPnzi3pLhIpHm8BZKIbN24gJiYGANCjRw+9ZVxcXNC2bVsAwP79+0usb0TliVlHZmVRfHw8mjVrhhs3biAvLw9VqlRBq1at8M4776BDhw75yl+5ckWabtiwocF2GzZsiD179uDatWtG90Vz3/QXRUZGolatWka3Q1QemBxmx44dk6MfaNeunSztmCozMxPnz5+Hp6cnMjIyEBUVhaioKGzcuBEjR47E999/Dxub/31sDx48kKZ9fX0NtquZl5qaivT0dJ4oTCQzk8OsQ4cOJj/ARKVSITc319SumKRq1aqYPXs2+vXrh8DAQNjb2yMvLw9nzpzB7NmzcfDgQYSFhcHZ2RlLly6V6qWlpUnTTk5OBtvXnmfsVQ+GnmRjaMRGVJ7Jss9MCGHyy9K6du2KOXPmoHHjxtK5YNbW1mjVqhX27duHN998EwCwYsUK3Lp1y5JdJSI9TB6ZRUVFFbnO48ePMX/+fOzatatUBFlhrKyssHjxYuzYsQNqtRq//fYbpkyZAuD5tagamZmZcHNz09tGZmamNK1dh4jkYXKY+fv7G102MzMTS5YswZIlS5CWlgYhBOrVq4cFCxaY2g2zq127Nry9vZGQkIA7d+5I71etWlWajo2NNRhmsbGxAJ6fg8f9ZUTyK5FTM/Ly8rB8+XLUqlULc+bMQWpqKnx9fbF69WpcuXIFffr0KYlumIX2EUztI5sv0swLCgoye5+IyiOzh9nmzZtRr149vPfee3j06BE8PDywcOFC3Lp1C6NGjYKVVdk41S0yMlK675r2ibGBgYHw8/MDAOzdu1dv3YyMDOnW4F27djVzT4nKJ7Mlyf79+9GsWTMMGTIEkZGRcHBwwIcffog7d+5g+vTppeqC68L22wkhMH36dADP95+9/vrrOvOHDx8O4HlwR0dH56u/fPlypKenw9raGkOGDJGn00SkS+6LPc+ePSs6deokXVBuY2MjQkNDRWxsrNyLkk1UVJQIDg4Wq1atEpGRkUKtVgshhMjLyxOnT58W3bp1EwAMXiyufaF5UFCQOHfunBDi+YXmK1asEHZ2drzQnMq1kthmZQuzW7duiYEDB+rcFaNfv37in3/+kWsRZhMVFSWFFQBhb28vvL29hb29vc77I0eOFDk5OXrbOHfunPDy8pLKurq6SnfLACC6du0qsrOzZekvw4zKmjJx14y4uDjMnTsXa9euRU5ODgCgffv2WLhwIZo3b25q8yWicuXKWLp0KU6fPo0LFy4gPj4eSUlJcHBwQI0aNdCqVSuMGjUKrVu3NthGs2bNcPXqVSxcuBC7du3CvXv34OzsjIYNGyIkJKRM7R8kKotUQph2opeLiwuysrIghECTJk3w2WefoXv37nL1j/TQXAFg6AoBotKmJLZZk0dmmZmZ0i2lk5KSMH78+CK3oVKpEBkZaWpXiKgck+WuGZrBneZWOEVl6rWdREQmh9ns2bPl6AcRkUkYZkSkCDy8RkSKwDAjIkVgmBGRIjDMiEgRGGZEpAgMMyJSBIYZESkCw4yIFIFhRkSKwDAjIkVgmBGRIjDMiEgRGGZEpAgMMyJSBIYZESkCw4yIFIFhRkSKwDAjIkVgmBGRIjDMiEgRGGZEpAgMMyJSBIYZESkCw4yIFIFhRkSKwDAjIkVgmBGRIjDMiEgRGGZEpAgMMyJSBIYZESkCw4yIFIFhRkSKwDAjIkVgmBGRIjDMiEgRGGZEpAgMMyJSBIYZESkCw4yIFIFhRkSKwDAjIkVgmBGRIjDMiEgRGGZEpAgMMyJSBIYZESkCw4yIFIFhRkSKwDAjIkVgmBGRIjDMiEgRGGZEpAgMMyJSBIYZESkCw4yIFMHG0h2gsiU3NxdRUVFISEhAWloabG1t4eLiAj8/P1SqVAkqlcrSXVSctLQ03LlzBykpKcjKyoKTkxM8PDxQq1YtODk5Wbp7pQbDjAqkVqtx5MgR7N69G4cOHcK1a9fw7NkzvWU9PDzQokULdO7cGX379kXNmjVLuLfKkJKSgh07dmDfvn04fvw47t27Z7BsQEAAOnTogC5duuCNN96Ai4tLCfa0lBFU5gQFBYmgoCCzLiM1NVUsWLBA+Pv7CwDFenXo0EH89ttvQq1Wm7WvSnH16lUREhIiHB0di/V5u7i4iNDQUHH79m1Lr0o+JbHNMszKIHNuGHl5eWLZsmXCy8vL4B+NlZWVqFSpkqhVq5bw9/cX7u7uBf6RNW/eXJw9e9Ys/VWCx48fi+HDhwuVSmXwM3RwcBC+vr6idu3awtfXV9jb2xssa21tLcaOHSuSkpIsvWoShhnpZa4NIyoqSrRp00ZvePXo0UMsXbpUXLhwQWRlZeWrm5CQIA4dOiT+/e9/i3r16ult4//+7/9ETk6O7P0uy7Zt2ya8vb3zfV5eXl4iNDRUbN26VURHR4u8vDyderm5ueLOnTti06ZNYsSIEcLNzS1fG1WqVBF79uyx0JrpYpiRXubYMI4cOZJvNObs7CxmzJghYmNji9SWWq0WJ0+eFL169cr3B/baa6+JhIQEWfteFuXl5Yl///vf+T6fevXqiY0bN4rs7OwitZeZmSnWrFkjatasqdOeSqUSn332mcW/6jPMSC+5N4zff/9d2NnZ6fwRvP322yIuLs7ktiMiIkTt2rV12m7cuLGIj4+XoedlU15ennjnnXfy/eP49ttvRW5urkltP3v2THz22Wf5voZOmzbNooHGMCO95NwwIiIidDZ8e3t7sX79elna1khPTxeDBg3S+eNq0qSJSEtLk3U5ZcWkSZN0Pov69euLmzdvyrqMixcviho1augsZ9asWbIuoygYZqSXXBtGdHS0zv4aV1dXcfLkSRl6mJ9arRb/93//p/PH1a9fP4t//SlpP/zwg85n0KZNG5GSkmKWZcXHx4uXXnpJZ3lbtmwxy7IKwzAjveTYMPLy8kTr1q11RmQnTpyQqYf6qdVqMWXKFJ0/rpUrV5p1maXJ9evXdUbBr7zyikhNTTXrMhMSEnQOyLi6uoqYmBizLlMfhhnpJceGsWLFCp1QCQ8Pl6l3BcvNzRXdunXT+eO6d+9eiSzbkvLy8kTbtm2l9a5UqVKJrffNmzd1Tp/p1atXiSxXG8OM9DJ1w0hLS9M5cvnWW28VqX5qaqqYPXu2aNiwoXB2dhZubm7ilVdeEYsXLxZPnz4ttP6DBw+Eh4eHtPzQ0NDirkqZsX37dp1/Hr/++muhdTIyMsTu3bvFf/7zH9G3b1/h5+cn1Z89e3aRlr927Vqd5UdERBRvRYqJYUZ6mbphLFy4UOco2sOHD42uGx0dLQICAqT6Tk5OOl+dmjZtKhITEwttZ+XKlVIdGxsbERUVVez1Ke3UarVo0qSJtL69e/c2ql5ERITBE2OLGmZqtVpnZNi+ffuir4gJSiLMeNcMmaWlpWHOnDlo1KgRXFxc4O7ujuDgYCxZssTgNY0lSa1WY9WqVdLPEydOhI+Pj1F18/Ly0Lt3b0RHR6NKlSo4cOAAMjIykJmZic2bN8PV1RV///03hgwZUmhbo0aNQo0aNQA8v3h9zZo1xVuhMuD06dO4ePGi9PO8efOMruvp6YlOnTph+vTp2LRpk9G/qxepVCrMnz9f+vno0aO4fv16sdoqtcwaleWMXKOWwpjyX+7o0aM6Z+Xfv3/f6LqrV6+W6p46dSrf/J9++kmaf/DgwULbW7RokVS+WrVqij2yOWbMGGk9O3bsaHQ9feecaa6VLerITEP76OZHH31UrDaKgyOzMkTOUYs57dq1S5ru3LkzfH19ja67bt06AEDHjh3RsmXLfPMHDRokjbbWr19faHtDhw6Vbhl0//59XLlyxei+lBVCCPz+++/SzyEhIUbXtba2lr0/2svfvXu37O1bEsNMJuHh4bh8+TIA4JdffkHnzp0BAFZWVnj77bfx3XffAQD27NmDQ4cOWayfERER0nTPnj2NrpeZmYmTJ08CAHr06KG3jEqlQvfu3QEA+/fvL7RNHx8fvPzyy9LPlvxczOXWrVuIjY2VftZ8Ppai/Tu/fPkyHj9+bMHeyIthJhO5Ry3mkJeXJwUuALRt29boutevX4darQYANGzY0GA5zby4uDgkJiYW2m67du2kae2+KYX2vrLAwEBUrlzZgr0B6tSpg0qVKkk/K2k0zDCTgTlGLeZw7949PH36VPo5MDDQ6LoPHjyQpgv6aqo9T7uOIfXr15em//nnH6P7U1bcunVLmtZeV0tRqVQICgqSflbSZ84wk4G5Ri1y0/5K4eXlBWdnZ6PrpqWlSdMF3apZe552HUO0j/CeOnXK6P6UFdqfefXq1S3Yk/85cuSIND1r1izLdURmvG22DIo7aqlQoUKB7TZo0EDv+5GRkahVq1YRewlkZGRI06Xl9sq5ubmW7oJZlcbPXNuTJ08s3QXZcGQmA3ONWuSmfXQsLy+vSHVdXV2l6czMTIPltOdp1zHEykrZm6D2+hX1M6ei4cisFLt69are9w2N2Arj7u4uTScmJkIIYfTTlKpWrSpNx8bGonHjxnrLaR+5065jiDGBV5Z5eHhI05bYtaBP9erVpYekDBgwwMK9kY+y/y2WEHONWuRWrVo1nb48evTI6Lr169eXRhkFHQHTzPPx8Sn0azQAJCQkSNO9evUyuj9lhfauhcjISAv25H+8vb2l6b59+1qwJ/JimMngxVGLIUUdtcjNy8tL57D8hQsXjK7r5OSE1q1bAwD27t2rt4wQAvv27QMAdO3a1ah2//77b2m6Tp06RvenrNAeRV+6dEk6UGQp2dnZuHbtmvSzkj5zhpkMzDVqMYfg4GBpuqgnqWrOHo+IiMCZM2fyzd+6dSvu3LkDABg+fHih7QkhdI6sacJSSV5++WVp23jy5AkuXbpk0f788ccf0uk5Tk5OaNKkiUX7IyeGmQzMNWoxh27duknTv/76K4QQRtcNCQlBo0aNIIRA//79pTBUq9XYunUrQkNDATw/165Tp06Ftnf69GnpSLBKpdI5gVYpPD09df6BbN++vUj1k5KSkJCQIL00I7vMzEyd99PT041qb9u2bdJ0mzZtYGdnV6T+lGpmvfKzHNFchK1SqcQff/yRb/7PP/9cpIuwC2LKRbt3797VeT5jUe9rFRUVle9iegcHh2JdTD969GidpzYplfYtl6pVq1akx+0Z+xDmkJCQQtvKyMgQFSpUkOqsXr3ahLUqGt7PrAzJyckRjRo1EgCEr6+vFFh5eXliy5Yt0nMNe/ToYfKyTN0wtO/02rVr1yLXT01NFbNmzZJuzujq6iqaNWtm9M0ZhRAiJiZG2NraSv1Yt25dkftRVsTFxQkbG5ti3dVXzjD78ssvdf4JJScnm7BWRcMwK2PkHLUUxNQNY9++fTp/CPv27TO5T0U1dOhQafnVq1c3OgTLquHDh0vr6+fnJ9LT00t0+QkJCToPr5kyZUqJLp9hVgbJMWopjKkbhlqtFu3atZM2bH9/f7M/WEPb7t27dcK0PDzUJDIyUmd0NmnSpBJd/rBhw3T+yT548KBEl88wI73k2DD+/vtvnT+uvn37iry8PJl6aFh0dLTO8weCg4NNfvBtWTFjxgydEC+px769+Hi7JUuWlMhytTHMSC+5Now5c+bobOSTJ082691eHz16pPPYMwcHB3Hx4kWzLa+0yc7OFg0bNpTW39HRURw5csSsy9y5c6fOP62WLVsW6QCEXBhmpJdcG0Zubq7o0aOHTqCNGzfOLBv7nTt3RFBQkM6ylLzT35CbN28KT09PnUD7/fffzbKsTZs2CTs7O2lZlSpVKtJt0uXEMCO95NwwkpOTRdOmTXVCpkOHDrJu9Lt27dLZ+QxAzJ07V7b2y5rDhw/rHBhSqVRi7ty5sv0Tyc7OFtOnT9f5vN3c3MS5c+dkab84GGakl9wbRmJiomjevLnOxu/q6iq+/vprkZWVVex2o6KixJAhQ/KdRjB79mzFPrzEWIcPHxbOzs46n8tLL70kjh07Vuw21Wq12LNnT74RcIUKFcTp06dl7H3RMcxIL3NsGOnp6WLw4MH5gsfX11d8+umnIiYmxqh28vLyxIkTJ0RISIjOVxwAwt7eXmzYsEHWfpdlFy9eFDVr1sz3mbdv315s2rRJZGZmGtVOenq6WL9+vWjZsmW+turVqydu3bpl5jUpXEmEmUqIIlzPQqWC5uJlQ7cIKi4hBNauXYtp06YhOTk53/zGjRujXbt2qF+/Pvz8/ODk5AS1Wo2kpCRERkbi4sWLOHz4sN6HZAQHByM8PFznls0EJCcnY9q0aXqfG+ro6Ig2bdrg1VdfRd26dVGxYkU4ODhIlzJdu3YNZ8+exYkTJ/Q+k/W9997DggULinRHYXMx1zarw6xRSWZh7v9ycXFxYvz48flGVsV5Va9eXaxevdoiR9DKkmPHjuk8cdyUV5cuXcTZs2ctvUo6ODIjvUrkvxye37JozZo1WL9+fZHuxWVlZYX27dtjzJgx6Nu3L+zt7c3YS+UQQuDEiRNYu3Yttm3bZvTF48DzG28OHDgQY8aM0bmwvbQoiW2WYVYGlVSYaQghcPPmTRw+fBgXLlzArVu3EBcXh6ysLKhUKnh6eqJKlSpo2LAhmjVrhs6dO8PT07NE+qZUT58+xZkzZ3D06FFcv34dt2/fRkpKCjIzM+Hs7AxPT0/UrFkTDRs2RNu2bdGiRQvY2JTeG0czzEivkg4zIlOVxDbL+5kRkSIwzIhIERhmRKQIDDMiUgSGGREpAsOMiBSBYUZEisAwIyJFYJgRkSIwzIhIERhmRKQIDDMiUgReaF4Gubq6IicnB7Vq1bJ0V4iMEhkZCVtbW6SlpZltGRyZlUHOzs6wtbW1dDcQGRlZpPuckWnK8udta2tr9jvecmRGxcZbEZUsft4F48iMiBSBYUZEisAwIyJFYJgRkSIwzIhIEXg0k4gUgSMzIlIEhhkRKQLDjIgUgWFGRIrAMCMiRWCYEZEiMMyISBEYZkSkCAwzIlIEhhkVWVpaGubMmYNGjRrBxcUF7u7uCA4OxpIlS/Ds2TNLd6/MCA8Ph0qlKvR18OBBg208evQIU6dORWBgIBwdHVGhQgW0bdsWq1evRnm7uMfG0h2gsuXu3bvo0KEDoqOjAQBOTk54+vQpzp07h3PnzmHjxo04dOgQPD09LdvRMsTKygoVK1Y0ON/e3l7v+3/99Re6deuGJ0+eAABcXFyQlpaGEydO4MSJE9i6dSt27txpsL7iCCIj5ebmikaNGgkAokqVKuLAgQNCCCHy8vLE5s2bhaurqwAgevToYeGelg1hYWECgPD39y9y3eTkZOHj4yMAiHr16omzZ88KIYR4+vSpWLZsmbC1tRUAxLhx42TudenFMCOjrV69WgAQAMSpU6fyzf/pp5+k+QcPHrRAD8sWU8Js5syZAoBwdHQUd+7cyTd/wYIFAoCwtrYWN27ckKG3pR/3mZHR1q1bBwDo2LEjWrZsmW/+oEGDUKNGDQDA+vXrS7Rv5Y3m89X+zLVNmjQJLi4uyMvLw8aNG0u6exbBMCOjZGZm4uTJkwCAHj166C2jUqnQvXt3AMD+/ftLrG/lzY0bNxATEwPA8O/CxcUFbdu2BVB+fhcMMzLK9evXoVarAQANGzY0WE4zLy4uDomJiSXSt7IuPj4ezZo1g4uLCxwdHVGzZk0MHToUR44c0Vv+ypUr0rQxv4tr167J2t/SimFGRnnw4IE07evra7Cc9jztOmRYZmYmzp8/Dzs7O6jVakRFRWHjxo3o2LEjRo0ahdzcXJ3yRf1dpKamIj093TydL0UYZmQU7SdROzk5GSynPc+cT69WgqpVq2L27Nm4ePEisrOzkZiYKH2d79y5MwAgLCwMkydP1qnH34V+DDMiC+natSvmzJmDxo0bS+eCWVtbo1WrVti3bx/efPNNAMCKFStw69YtS3a1TGCYkVFcXV2l6czMTIPltOdp16GisbKywuLFiwEAarUav/32mzSPvwv9GGZklKpVq0rTsbGxBstpz9OuQ0VXu3ZteHt7AwDu3LkjvV/U34WbmxtcXFzM1MvSg2FGRqlfvz6srJ5vLtpH016kmefj44MKFSqUSN/KG+0jmMb8LoKCgszep9KAYUZGcXJyQuvWrQEAe/fu1VtGCIF9+/YBeL4/iEwTGRmJhIQEANA5MTYwMBB+fn4ADP8uMjIycPz4cQDl53fBMCOjhYSEAAAiIiJw5syZfPO3bt0qfR0aPnx4ifatrBGF3NFCCIHp06cDeL7/7PXXX9eZr/l8N2/eLF30r2358uVIT0+HtbU1hgwZIk+nSzsLX05FZUhOTo50obmvr690/WVeXp7YsmWLcHNz44XmRoqKihLBwcFi1apVIjIyUqjVaiHE88/y9OnTolu3btJ1rvouFte+0DwoKEicO3dOCPH8QvMVK1YIOzs7XmhOVJCoqCgREBAg/aE5OTkJBwcH6eemTZuKxMRES3ez1IuKipI+MwDC3t5eeHt7C3t7e533R44cKXJycvS2ce7cOeHl5SWVdXV1le6WAUB07dpVZGdnl/CaWY5KiHJ2BzcyWVpaGhYvXozt27cjKioKVlZWqFu3Lv71r39h0qRJsLOzs3QXS72srCysWbMGp0+fxoULFxAfH4+kpCQ4ODigWrVqaNWqFUaNGiXtpzTk0aNHWLhwIXbt2oV79+7BwcEBDRs2REhICEaNGiUdtCkPGGZEpAjlJ7aJSNEYZkSkCAwzIlIEhhkRKQLDjIgUgWFGRIrAMCMiRWCYEZEiMMyISBEYZkSkCAwzIlIEhhkRKQLDjIgUgWFGVEwBAQFQqVQ6r19//bXE+/H111/n60eHDh1KvB+WxjAjk82ZMyffH1NBL0s7cuQI5syZg/DwcFnac3NzQ+XKlVG5cmU4ODjI0mZRODs7S8t3dnYu8eWXFgwzkpXmj6qgl6UdOXIEc+fOlS3MvvnmG8TFxSEuLg7du3eXpc2iCA0NlZY/bdq0El9+aWFj6Q6QssTFxVm6C1ROcWRGRIrAMCOLe/z4MdauXYt+/fqhfv36cHd3h6OjI2rXro133nkHV69eLbD+vn370K9fP1SrVg12dnZwc3NDzZo10bVrVyxevBiJiYkAgOjoaKhUKsydOxcAcPTo0Xz78+T66qlN0/aRI0fw5MkTTJkyBbVq1YKjoyP8/f0xceJExMfHS+Xv3r2LcePGoUaNGnBwcICfnx+mTp2KtLQ02fumKJZ9ngopwezZs6UnAhVHSEiIzhOJ3NzchI2Njc6Ti7Zt26a37ty5c3XqOjk5CRcXF533IiIihBBCxMTEiMqVKwtnZ2cBQNja2orKlSvrvDZv3mx0v/39/QUAERYWVmA5TT/WrVsnqlWrJgAIZ2dn6XFwAET9+vVFUlKS+PPPP4W3t7fez6F169YiNze3wGVpfhft27c3ej2UgiMzsrgaNWpg5syZ+Pvvv5Geno6UlBQ8ffoUV65cwZAhQ/D06VOEhITgwYMHOvXu3r0rjbKmTJmC2NhYZGRkIC0tDcnJyTh+/DjGjx8PV1dXAED16tV1dpK3atVK2nGueb399ttmW8/3338f3t7e+OOPP5Ceno709HRs2rQJTk5OuH79Oj755BMMHDgQjRs3xpUrV5CSkoK0tDQsXboU1tbWOHnyJMLCwszWvzLP0mlKZZ/2yOzFkc6Lr/fee6/I7ffq1UsAEP/5z3903v/5558FAFG3bt1i9dfU0UtRR2aVK1cWCQkJ+eZ/8sknUpkGDRrofdblsGHDBADRqVOnApfFkRmRTB49elTgKyUlpcht9urVCwBw4sQJnfc9PDwAPH+OZ0ZGhsl9N7fQ0FB4eXnle79bt27S9JQpU2Bvb2+wzKVLl8zXwTKOp2aQrEQxH8N68eJFfPfddzhx4gSio6ORnp6er6379+/r/Ny8eXN4e3vj4cOHePXVVzF27Fh07twZgYGBpeLk3Bc1b95c7/va594FBwcXWCYpKUn+jikEw4wsbtmyZXj//fehVqsBPD/65+7uLo1QsrKykJqamm/05eHhgU2bNmHw4MG4evUqJk2aBABwd3dHu3bt8NZbb+Htt9+Gra1tya6QAZp9dy+ysbExukxubq78HVMIfs0ki7p+/To++OADqNVqDBw4EH/++Seys7ORlJQk7ZT/8ssvAegf9XXu3BlRUVFYv349QkJCUKdOHaSkpOC3337DsGHD0LRpU8TGxpb0apEFMMzIorZt24a8vDzUr18fmzdvRnBwMOzs7HTKFHZVgbOzM4YNG4bw8HDcvHkT9+/fx8KFC+Hg4KAzYiNlY5iRRd27dw8A0KRJE1hZ6d8cDx48WKQ2fX198eGHH2Lq1KkAgAMHDujM1yynuPv3qHRimJFFubu7AwAuX76sN1z27NmDI0eO6K379OnTAtt2dHQEAFhbW+u87+bmBgBITk4uYm+pNGOYkUVp7jJx9epVTJgwQbr0KCMjA9999x0GDBig93QGAFi4cCF69OiBDRs26BzpfPr0KbZs2YJFixYBAHr27KlTr2HDhtIyT506Jfs6kWXwaCbJysfHp9Ay27dvR6tWrQAAnTp1wqBBg7B582asXLkSK1euhIeHB9LS0pCXl4dmzZphxIgRevd7qdVq7N27F3v37gXwfCTm6OiIpKQkaZRXv3596QCCRocOHRAYGIgbN26gdevW8PT0lEZrixcvxoABA0z6DMgyGGYkq0ePHhVa5tmzZzo/b9y4ES1atMDatWtx48YN5OXloVGjRnj77bcxefJkbNq0SW87Y8aMga+vLyIiInD58mU8fPgQKSkp8PT0RIMGDdC/f3+8++67+W6YaGNjg0OHDmHOnDk4ePAgHjx4IJ2/lZ6eXsw1J0tTCe4FJSqWgIAA3L17F2FhYRgxYoSluwPg+V1/586di/bt2xvc16hU3GdGRIrAMCMy0ciRI0vNA000dxEpj7jPjKiYKlasiOzsbJ33LPlAE20VKlQo8X5YGveZEZEi8GsmESkCw4yIFIFhRkSKwDAjIkVgmBGRIjDMiEgRGGZEpAgMMyJSBIYZESkCw4yIFIFhRkSKwDAjIkVgmBGRIvw/Wg5rDg40mfEAAAAASUVORK5CYII=\n", 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" ] @@ -213,13 +213,14 @@ "fig, ax = plt.subplots(1, 1, figsize=(3,3), dpi=150)\n", "ax.set_xlabel(\"East [m]\")\n", "ax.set_ylabel(\"North [m]\")\n", - "ax.set_title(\"Test Array Layout\")\n", - "ax.set_aspect(\"equal\")\n", + "ax.set_title(\"Array Layout\")\n", "dish = 10 * np.exp(1j*np.linspace(0,2*np.pi,360))\n", "for ant, (e,n,u) in test_array.items():\n", " ax.plot(e+dish.real, n+dish.imag, color='k')\n", " ax.text(e, n, ant, ha=\"center\", va=\"center\")\n", - "ax.set_xlim(*ax.get_ylim());" + "ax.set_aspect(\"equal\")\n", + "ax.set_xlim(ax.get_ylim()[0], 75)\n", + "fig.savefig(\"/home/rpascua/presentations/hera_busy_week_2023/example_array.jpg\", dpi=150, bbox_inches=\"tight\")" ] }, { @@ -252,8 +253,8 @@ "id": "56497c94", "metadata": { "ExecuteTime": { - "end_time": "2023-02-09T20:24:38.236863Z", - "start_time": "2023-02-09T20:24:37.764369Z" + "end_time": "2023-08-08T16:18:33.938730Z", + "start_time": "2023-08-08T16:18:33.461837Z" }, "scrolled": true }, @@ -278,8 +279,8 @@ "id": "3d896094", "metadata": { "ExecuteTime": { - "end_time": "2023-02-09T20:24:38.242104Z", - "start_time": "2023-02-09T20:24:38.238073Z" + "end_time": "2023-08-08T16:18:33.943174Z", + "start_time": "2023-08-08T16:18:33.939667Z" } }, "outputs": [], @@ -315,8 +316,8 @@ "id": "e060ae02", "metadata": { "ExecuteTime": { - "end_time": "2023-02-09T20:24:38.264485Z", - "start_time": "2023-02-09T20:24:38.244232Z" + "end_time": "2023-08-08T16:18:33.968309Z", + "start_time": "2023-08-08T16:18:33.945160Z" }, "scrolled": false }, @@ -336,14 +337,14 @@ "id": "baa12524", "metadata": { "ExecuteTime": { - "end_time": "2023-02-09T20:24:38.879942Z", - "start_time": "2023-02-09T20:24:38.265722Z" + "end_time": "2023-08-08T16:18:34.833408Z", + "start_time": "2023-08-08T16:18:33.969482Z" } }, "outputs": [ { "data": { - "image/png": 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SUpScvFqS9K9/DZPDcebguTFjRkmSUlNTtWrVqhKvVbAE3FdflVwDADh3leG5YiWeK4Dvo/lQinfeeUdLlixR69atNXz4cLvjAKjC1qxZo1OnTqlmzZpq3bp1iXXjxiUoJydHDRs21CeffKzmzZtLOj0Z2NixT+qBBwZJkiZOfEZZWVlnnD9+/Dj37NdNmzYtc85Ro8bI6XSqdevWeu+9Be6l3CIiIvTKKy+pV6+e7jqXy1XsNfz8/HTllVdI4h+JAOAtleW54nA4VKdOHfdWu/YfDZCIiIgix4preks8V0rkctq/mXZ/E+BLmPOhBPv379fQoUPl7++vmTNnlvgfu7LaunVrsfvj4uK0bZvvvkcHwLuys7O1ZMlS3XLLzbrppt769ttvi61LTU3VbbfdqYUL31N8fHv9+utPysrKUmhoqPu/U7Nnz9Hzz0/xSs5vvvlGDzzwkF577RX17dtHffv20eHDh1W7dm35+Z3uZyckTNDChf8p8RpdunRRaGio9u3bp6SkJK/kBIDqrrI8V9q1a6eVK4t/FmzYUHQOio4du+irr746o47nClA5MPKhBKNHj9ahQ4f0z3/+UxdffLFycnKKbHl5ee7a4vYBQFnNmDFTknTXXXeUWrds2TK1bHm53nhjplJSUhQUFKSsrCx98cWX6tv3b7r33vtLPLdgxvLdu3ef86zls2a9pWuu+Yvmz1+gPXv2KDg4WPv379dHH/2fOne+XomJE0o9v1+/OyVJs2fP1alTp84pAwDg7CrLc6W8eK6UwMyXTKe9G0MfUIhhmiZ/I4rRsWPHYjurpRkyZMg5r1v7x8gH/3M6H0DlZxiGfvnlRzVv3lzx8Z2KLEtllV9//UnNmzfXffcN1Ftvzbb8+mcTHBysjIzTDYsLL7xEKSkpFl49X5LEY+00nisAeK6UV+V8rowcOVJTpkzRpu8HqGmTM+fxqEiXXPaWmsa01Ndff21rDvgGRj4AgI8wTVNjx46X9MfEjVZq1KiRmjdvrp9//llz5sy1/PqeeOSRh1WrVi29+eYsi/+BCAD4M54rAHwJzYcSrFy5UqZplriNHz/eXVuw71xHPQBAgffee1/r1n2rXr16qk2bNpZeu3PnTpJOTy5W0mSQ3hQSEqIRI4YrOztb48cnVvj9AaA64rlSfRkup+2bJDmdTqWmprq34iYuRfXAhJMA4GMGDXpQt9xys8477zxLrztv3tuaN+9tS69ZFjExMXrllde0YcMG7d+/37YcAFDd8FyBnTIyMhQbG+v+PH78eCUkJNgXCLah+QAAPuaHH37QDz/8YHcMy23durXEFX8AAN7Dc6WacuWfXu7SZlFRUUXmGwkPD7cvDGxF8wEAAAAA4BUOh0MxMTF2x4APYM6Hc5SQkOCe6wEAAAAAAJSMkQ8AAAAAUNWYTh947YJf1OIPjHwAAAAAAABexcgHAAAAAKhiDDNfhmnzyAcGPqAQRj4AAAAAAACvovkAAAAAAAC8itcuAAAAAKCqceWf3mzFexf4AyMfAAAAAACAV9F8AAAAAAAAXsVrFwAAAABQxRiufBkum1e7kOR0OpWamur+HB4ervDwcNvywD6MfAAAAAAAeEVGRoZiY2Pd2/Tp0+2OBJsw8gEAAAAAqhrTFyaclKKiopScnOz+zKiH6ovmAwAAAADAKxwOh2JiYuyOAR/AaxcAAAAAAMCrGPkAAAAAAFWNK1+yfcJJ0+b7w5ecc/NhwoQJVuZwCw0N1fDhw71ybQAAgOqmZkBDj2svCmhfpmvXVS2PawMMzwfcnjJdHtce0FGPayXp51PJZy/63clT6WW6NgCgZOfcfEhISJBhGFZmkSTVr1+f5gMAAAAAlMPppTZtnnCSgQ8opFyvXQQEBKht27ZWZdFXX31l2bUAAAAAAIBvKFfzITIyUitWrLAqi/z8mP8SAAAAAICqhgknAQAAAKCqceWf3mzFexf4wzk3H2666SZFRkZamcUr1wQAAAAAAPY65+bD//3f/1kYw3vXBAAAAAAA9uK1CwAAAACoYgzTZf9qF0AhzPAIAAAAAAC8ytKRD507d5Yk3XjjjRo+fPhZ6/v27ausrCwlJSVZGQMAAAAAqjefmHAS+IOlzYeVK1fKMAx99dVX2rZtm15//XU5HCXf4uuvv9b+/futjAAAAAAA8BFOp1Opqanuz+Hh4QoPD7ctD+xj+ZwPDodDLpdLs2fPVkpKihYtWsRfLgAAAAtFhbTzuHZk1KUe13ZoklKmHA0bb/K4tkbIcY9r844FeVyb/lu0x7WS9NXuGzyufT5jm8e1GcfWlCkHUF1kZGQoNjbW/Xn8+PFKSEiwLxBsY3nzoU6dOnrrrbd02223aeXKlbr22mu1ZMkSnX/++VbfCgAAAABQDMOVb/+Ek6apqKgoJScnu3fxi+nqyysTTvbo0UOrV69WdHS0fvnlF11zzTVatWqVN24FAAAAAPBRDodDMTEx7o3mQ/XltdUuWrZsqXXr1umKK65QZmamunXrpjlz5njrdgAAAACAAi7XH5NO2rUBhXh1qc2CITY333yz8vLydN999+mxxx7z5i0BAAAAAICP8WrzQZKCgoL04YcfatiwYTJNU5MnT9Zf//pXHT/u+aRDAAAAAACg8rJ8wsniGIahqVOn6sILL9Sjjz6qjz76SPHx8TQgAAAAAMAbTPsnnDRsvTt8jddHPhQ2aNAgffrppwoLC9P333+vo0ePVuTtAQAAAACADSxtPjRp0kSNGzcutaZbt25as2bNWesAAAAAAOfIJyacNO3+LsCHWPraRWpqqkd1cXFx+u6777RlyxYrbw8AAAAAAHxQhcz5UJw6deqoQ4cOdt0eAACg0upUo5XHtd2ae/7Lnuadvy1TDv9WdTyuddWK8LjW7+hhj2sjfkjxuFaSai7P87h2/SHPv88Ljq0pUw4AqG5saz4AAAAAALzDcLlkuFx2xwDcytV82L17tyUhmjRpYsl1AAAAAACA7ylX8yE2NrbcAQzDkNPpLPd1AAAAAACAbypX88E0mb0UAAAAAHyOe8UJG/HjIgopV/Nh9uzZJR4bMmSIsrOz9dZbb5XnFgAAAAAAoJIrV/NhwIABJR4bM2aMsrOzS60BAAAAAHiB6bJ/5ANQiJ/dAQAAAAAAQNVG8wEAAAAAAHhVuV67AAAAAAD4HsN0yTBdNqdgxkn8gZEPAAAAAADAqxj5AAAAUMmcH+r5bxOjYvZ4XOt3eb0y5cht2d3za4fFelzryk7xuDbI73OPayUpaqfn34/zt8Z5fuHDZYoBeJ8vLLUJFELzAQAAAADgFU6nU6mpqe7P4eHhCg8Pty0P7MNrFwAAAAAAr8jIyFBsbKx7mz59ut2RYJNyjXzo3LlziccyMzPPWiNJhmEoKSmpPDG85tChQ1q8eLGSkpL0/fffa9euXXI6napbt66uuuoqDRgwQLfeeqvdMQEAAACgKJfr9GazqKgoJScnuz8z6qH6KlfzYeXKlTIMQ6ZZ8nuHK1euLHZ/wXmGYZQnglc1aNBATqfT/TkwMFABAQFKS0tTWlqaPv74Y/Xs2VP/+c9/FBwcbGNSAAAAAPA9DodDMTExdseADyhX8yE+Pt6nmwfl5XQ61aZNG/39739X9+7d1axZM0lSamqqJk6cqFmzZmnZsmUaNGiQ3n77bZvTAgAAAMDvXKb9Ix9YaROFlHvkQ1W2fPlyderU6Yz9MTExevPNN+VwODRjxgy98847euaZZ9S4cWMbUgIAAAAA4NuYcLIUxTUeCrvvvvvcX69fv97bcQAAAAAAqJRYarMcAgMD3V/n57OGLgAAAADfYJj5Mlx2/66Z9y7wB7v/NlZqhV87ueyyy+wLAgAAAACAD/PKyIfs7Gx98skn2rRpkw4fPqxTp06VWGsYhmbNmuWNGF6VlZWlSZMmSZLat2+viy66yKPz4uLiit2/Y8cOy7IBAICqLcTh+SRyAaHHPa511apbphx+YbEe1wYFRntc63liyVUrvAzVUkDoAY9ry/J9BgCUzvLmwxtvvKERI0bo2LFj7n3FLcVZeKnNytZ8cLlcuueee5SRkaGaNWvqpZdesjsSAAAAAPzB5bJ/tQugEEubDx988IEeeOABSVJISIjatm2r+vXry+GoWlNLDBkyRJ9++qkk6dVXX1WrVq08Pnfr1q3F7o+Li9O2bdssyQcAAAAAgC+xtCswZcoUSVLPnj313nvvKSwszMrL+4QRI0bo5ZdfliS98MILuvfee21OBAAAAAB/4jIZ+QCfYumEk1u3bpVhGHrrrbeqZONh1KhRmjp1qiTp+eef19ChQ+0NBAAAAABAJWDpyIeQkBDVrFlT9evXt/KyPmHkyJHukR2TJ0/WiBEjbE4EAAAAAEDlYOnIh1atWik7O1vZ2dlWXtZ2I0aMKNJ4GDlypM2JAAAAAKAUBRNO2rkBhVjafBg6dKjy8/P1yiuvWHlZW40YMcL9qsWUKVNoPAAAAAAAUEaWvnZxww03aOzYsRo7dqyk06tCBAUFWXmLCjV69Gh342HatGkaNmyYzYkAAAAAwANmvuQybM5g2nt/+BTL18BMTExUaGioRo8eraeeekqXXnppqZNPGoahpKQkq2OU2+7duzV58mRJkp+fn5577jk999xzJdaPGDGCeSAAAAAAACiG5c2HJ554QpMnT5ZhGDp+/Li+++67UusNw+ZuXAlchd5Rcrlc2rdvX6n1OTk53o4EAAAAAEClZGnz4a233tKkSZMkSbGxserSpYvq168vh8PyHofXxcTEyGSYEAAA8EHZTs+n7Tp5JMTj2qDMA2XKcfLorx7X5uaf8LjWPPabx7X+Zc1chu9HWb7PgK8xXC4ZTPoIH2JpV+Dll1+WYRgaMGCA3nzzTfn58R9sAAAAAACqO0u7A7/88ouk05Mz0ngAAAAAAACSxSMfQkJCVKNGDYWHh1t5WQAAAABAWbhMidcu4EMsHZ7Qpk0bHT16VIcOHbLysgAAAAAAoBKztPkwatQoSdLTTz9t5WUBAAAAAGXhctm/AYVY2nxo3769ZsyYoddee00PPPCAUlJSrLw8AAAAAACohCyd86FZs2aSJH9/f82cOVMzZ85UZGSkwsLCSjzHMAzt2LHDyhgAAAAAAMCHWNp8SE1NPWPfoUOHSp0DwjAMKyMAAAAAAEyX5LL5Zy3TtPf+NsvJydGUKVO0fv16rV+/Xvv27dOAAQM0Z84cu6PZwtLmw+zZs628HAAAAAAAldLBgweVmJioqKgoXXXVVVqyZIndkWxlafNhwIABVl4OAAAAxfjlqOe/zdyT0tTj2tDvvylTjuC8xR7XmrVqe1xrHD3ica1zywmPayVpT8qlHteW5fsM+ByXeXqDbaKiorRnzx5FR0frxIkTCgoKsjuSrSydcBIAAAAAAEg1a9ZUdHS03TF8Bs0HAAAAAADgVTQfAAAAAKCqcZmSy2XvZqHc3FwtW7ZMEydOVJ8+fdS0aVMZhiHDMJSQkODRNbKzs5WQkKDLLrtMoaGhql27tq6++mpNnTpVeXl5lubFmc55zoeIiAhFRUVp27ZtloXxxjUBAAAAAJXbt99+q169ep3z+bt27VLHjh3dKzQGBwfr5MmT7pUo5s+fr6SkJEVERJxxbl5enjZt2uTRfYKDg3XppZ7PLVOdnHPz4ciRI5ZPmOGNawIAAABAteNySdYOPrBdRESErrjiCvc2bNgw7d2796zn5efnq3fv3kpNTVVUVJTmzZunrl27yuVyaeHChRo4cKA2bNigfv36aenSpWecn56erquvvtqjjK1atdLGjRvL+kerFixd7QIAAAAAAKu1b99emZmZRfaNGTPGo3PnzJmjzZs3S5IWLVqktm3bSpL8/Px0++23y+Vy6a677tKyZcuUlJSkLl26FDm/QYMGWrFihUf3Cg0N9aiuOipX82Hfvn3y9/e3KgsAAAAAAGcoz8+dc+fOlSR16tTJ3Xgo7I477tATTzyhlJQUzZs374zmQ2BgoDp27HjO98dp5Zpw0jRNSzcAAAAAgAVM8/dJJ23cfEBubq7WrFkjSerZs2exNYZhqEePHpKkL774osKyVTfnPPLB02EnZVWjRg2vXBcAAAAAUL38+OOPcv2+8kaLFi1KrCs4tnfvXmVmZioyMtKS+7/88svKysqS0+mUJG3atEkTJ06UJMXHxys+Pt6S+1QG59x86NChg5U5AAAAAABVzMaNGxUXF1fssa1bt3r9/unp6e6vo6OjS6wrfCw9Pd2y5sOUKVO0a9cu9+cNGzZow4YNkqTx48fTfABgn1HRD3lce0PT38p07aaN9nhcGxhy3OPaE8c8X6Vm155GHtdK0pJdjT2unZz2apmuDQCV1Zd5qzyubbn9Oo9rj50ILFOO6A1nn2W+QGBIrse1J47FeFybtreBx7WStGKP58+VsnyfAZ9juiS733yw+/6SsrOz3V8HBweXWFf4WOFzyqtgaU/QfAAAAAAAeEnr1q319ddf2x0DPoDmAwAAAABUNT4x6aPd95fCwsLcX+fmljwCq/CxwufAOuVa7QIAAAAAAF/VsGFD99dpaWkl1hU+VvgcWIfmAwAAAACgSrrkkkvk53f6x94tW7aUWFdwrEGDBpZNNomiaD4AAAAAQFVT8NqFnZskp9Op1NRU95aVlVWh34bg4GC1a9dOkvTZZ58VW2Oapj7//HNJUrdu3SosW3VD8wEAAAAA4BUZGRmKjY11b9OnT6/wDAMGDJAkrVixQuvWrTvj+MKFC7Vz505JUv/+/Ss0W3XChJMAAAAAUNWY8oEJJ6WoqCglJye7P4eHh5/ztQ4fPqz8/Hz3Z5fLJen0ZJEHDx507w8MDFRoaKj784ABA/Tiiy9q8+bN6tu3r+bOnasuXbrI5XJp0aJFGjhwoCSpZ8+e6tKlyznnQ+loPgAAAAAAvMLhcCgmJsaSa11++eXatWvXGfuff/55Pf/88+7PAwYM0Jw5c4pkWLx4sTp16qTU1FR17dpVwcHBcrlcOnHihPva8+fPtyQniufV1y4OHDig9evXa9WqVd68DQAAAAAAJYqJidGmTZs0btw4tWjRQoZhKCAgQFdeeaWmTJmib775RhEREXbHrNK8MvJh8eLFSkhI0A8//CBJMgxDTqfTffzw4cO68847JUmLFi1SSEiIN2IAPqNL8ECPa/92wXaPa1tcv6ZMORwtgz2udYV7PsuvX9Yej2vrb/rF41pJCv6ynce13x32/PuclDuzTDkAwJdkHS95xvY/G5v6o8e15x1oXaYcQUZtj2v9dZ7Htfk65XHtcXOvx7WSdPBY8RPOlZQEqKxM1+mtKklNTS3X+WFhYUpMTFRiYqI1gVAmlo98ePbZZ3Xrrbdq48aNMk3TvRUWERGh4OBgffnll1q6dKnVEQAAAAAAgA+xtPmwbt06PfHEE3I4HHrhhRd08OBB1a9fv9jau+++W6ZpavHixVZGAAAAAADYvcymy5RM+5fahO+wtPnw4osvSpIee+wxDRkyRJGRJQ/b7tChgyTpf//7n5URAAAAAAA+wheW2oRvsHTOh9WrV0uSHnnkkbPW1qlTR6GhoUpLS7MyAgAAAADAR1i51CYqN0ubD/v371dYWJjOO8+zCYUCAgKUk5NjZQQAAAAAgOv3zWZWLrWJys3S1y6Cg4OVm5srl+vsf8uPHj2qrKwsljMBAAAAAKCKs7T5cOGFFyo/P1+bNm06a+2iRYtkmqZatWplZQQAAAAAAOBjLG0+9O7dW6Zp6tlnny21bvv27RozZowMw9Att9xiZQQAAAAAgKk/Xr2wawMKsbT58Oijj6pevXpauHCh/vGPf+inn34qcnznzp165plndPXVV+vAgQOKiYnRvffea2UEAAAAAADgYyydcLJWrVr6+OOP1aNHD82bN0/z5s1zHwsNDdXx48clSaZpqk6dOvrwww9Vs2ZNKyMAAAAAAMzfN5s5nU6lpqa6P4eHh7PiRTVlafNBkq655hpt3LhRI0aM0EcffeSefDI3N1eS3K9aTJ06VbGxsVbfHvBJl9Wu4XFt0+YpHtc6rqhVphy5l/fwuNYI9fz/P80czzMHOz7zuFaSmqZ4fu3Lfr7A49qk3DLFAIBKLN/jyoPHvvNiDgDVUUZGRpGf+8aPH6+EhAT7AsE2ljcfJKlp06ZauHChDh8+rLVr1yo9PV35+flq0KCB/vKXv6hu3breuC0AAAAAwIdERUUpOTnZ/ZlRD9WXV5oPBSIiItSrVy9v3gIAAAAA8Cemy5DpMuyOIYfDoZiYGLtjwAdYOuHkhAkTNG3aNI/r//3vf2vChAlWRgAAAAAAAD7G0uZDQkKCpkyZ4nH9Cy+8oMTERCsjAAAAAADsXmbTJZ+Y8BK+w9LmAwAAAAAAwJ/Z2nzIzMxUYGCgnREAAAAAAICXeXXCydIsXLhQ2dnZuuiii+yKAAAAAABVk0uSD0w46XQ6lZqa6v4cHh7OihfVVLmaDy+++KJefPHFIvsOHDigZs2alXiOaZrKysrS0aNHZRiGbrjhhvJEqBDZ2dmaOnWqFi1apJSUFPn7++vCCy/UHXfcoUcffVQ1atSwOyIAAAAA+JyMjAzFxsa6P48fP14JCQn2BYJtytV8yMrKKtLFkqT8/Pwz9pWkS5cuGjduXHkieN2uXbvUsWNH958pODhYJ0+e1Pr167V+/XrNnz9fSUlJioiIsDcoAAAAAPiYqKgoJScnuz8z6qH6Klfz4ZZbbnGv2Wqapu69917Vrl1b06dPL/EcPz8/1apVSy1atND5559fntt7XX5+vnr37q3U1FRFRUVp3rx56tq1q1wulxYuXKiBAwdqw4YN6tevn5YuXWp3XPiwMIfL49oaobke1+ZH1i1TDr9aF3hcGxQY7XHtcT/P/1OSH/mdx7WSVCP0kMe1Zfk+AwAAVGWmacj0gdcuHA6H+2dGVG/laj60atVKrVq1cn++9957FRQUpAEDBpQ7mC+YM2eONm/eLElatGiR2rZtK+l0A+X222+Xy+XSXXfdpWXLlikpKUldunSxMy4AAAAAAD7J0tUuXC6X0tPTrbykrebOnStJ6tSpk7vxUNgdd9zhfn9p3rx5FZoNAAAAAErkMuzfZP/IC/gOW5fa9GW5ublas2aNJKlnz57F1hiGoR49ekiSvvjiiwrLBgAAAABAZeLVpTZN09Thw4d17NgxmaZZYl2TJk28GeOc/Pjjj3K5Tr8/3qJFixLrCo7t3btXmZmZioyMrJB8AAAAAABUFl5pPnz66af697//rbVr1yo3t/TJ8wzDkNPp9EaMcin8+kh0dMkT7xU+lp6eftbmQ1xcXLH7d+zYUcaEAAAAAFAC0zi9AT7C8ubDqFGjNHXq1FJHOhTmaV1Fy87Odn8dHBxcYl3hY4XPAQAAAAAAp1nafPjss880ZcoUBQQEaNKkSerZs6fi4uJUt25drV27Vnv37tWXX36pl156SX5+fpo9e3aprzRURVu3bi12f1xcnLZt21bBaQAAAABURabLB5ba9M3fM8MmljYfZsyYIcMwNHbsWA0fPty939/fX82aNVOzZs30l7/8Rffdd586deqk++67Txs3brQygmXCwsLcX5f26kjhY4XPAQAAAIDqzul0KjU11f05PDxc4eHhtuWBfSxd7eLbb7+VJA0cOLDI/j+/WtGoUSO9/PLL2r9/v5577jkrI1imYcOG7q/T0tJKrCt8rPA5AAAAAFDdZWRkKDY21r1Nnz7d7kiwiaXNh0OHDik4OFj169d37/P39y925MD111+vwMBALVmyxMoIlrnkkkvk53f627Nly5YS6wqONWjQgJUuAAAAAPgG009y2bxJioqKUkpKinsbOnSovd8X2MbS1y5q1ap1RqOhdu3a7uU2Q0JC3Pv9/PzkcDhKHVVgp+DgYLVr107Jycn67LPPNHLkyDNqTNPU559/Lknq1q1bRUdEJZLt9LzPl5dT8gSnfxaSeaBMOU4e/dXj2lyX56vQmDkpHtf6lzFzXk6ox7Vl+T4DAADA+xwOh2JiYuyOAR9g6b/Uo6Ojdfz4cR0+fNi978ILL5QkrVmzpkjtr7/+qpycHDkcXlnt0xIDBgyQJK1YsULr1q074/jChQu1c+dOSVL//v0rNBsAAAAAlMhl2L8BhVjafLjqqqskSZs3b3bvu/7662Waph5//HHt3btXknTgwAENHDhQhmG4z/FFAwYM0GWXXSbTNNW3b18lJSVJklwulxYuXOie26Jnz57q0qWLnVEBAAAAAPBZljYfbrrpJpmmqXfffde97+GHH1Z4eLg2bNigJk2aKDo6WlFRUUpOTpakYl9n8BUOh0OLFy9WTEyM0tLS1LVrV4WEhCgkJES33Xabjh49qssvv1zz58+3OyoAAAAAAD7L0ubD9ddfr9mzZ6tHjx7uffXq1dOSJUvUuHFjOZ1OZWRkyOVyKTg4WK+++mqRWl8UExOjTZs2ady4cWrRooUMw1BAQICuvPJKTZkyRd98840iIiLsjgkAAAAAfzAl0zTs3ez+HsCnWDrhQmBgoHuehMLatm2rHTt2aO3atfrtt99Uu3ZtXXfddapVq5aVt/easLAwJSYmKjEx0e4oAAAAAABUOhU226O/v7+uu+66irodAAAAAADwEbauS7d161b99a9/tTMCAAAAAFQ9Lj/7N6AQW9a5/OWXX5SQkKAPPvhApsmbQAAAAAAAVGWWNB/y8/O1YsUKbd26Vfn5+WrWrJl69eqlGjVqFKnbvXu3xo0bp/nz58vlcsk0TdWrV8+KCAAAAACA35kuQ6bLsDmEzfeHTyl382Hjxo3629/+pp07dxbZX79+fX3wwQe67rrrZJqmnnrqKT377LM6efKkTNNUdHS0RowYoX/+85/ljQD4vM1H8jyu3bU91uPasO/XlClHsPNTj2td4ZEe1/plZXpc69yU63GtJO3afpnHtWX5PgMAAMD7nE6nUlNT3Z/Dw8MVHh5uWx7Yp1wv4hw6dEjdu3fXzp07ZZpmkW3v3r3q3bu39u3bpz59+igxMVEnTpxQs2bN9MYbb2jnzp0aMmSIgoKCrPqzAAAAAAB8SEZGhmJjY93b9OnT7Y4Em5Rr5MOrr76qAwcOqGbNmnriiSfUo0cPmaapZcuW6ZlnntHRo0fVq1cvbdiwQfXr19ekSZPUv39/+fkx+QgAAAAAeI1pSHa/diEpKipKycnJ7s+Meqi+ytV8+Oyzz2QYhp599lkNGTLEvf/qq69WrVq1NHz4cG3cuFFxcXFavny56tatW+7AAAAAAIDKweFwKCYmxu4Y8AHlGoLw888/S5LuvffeM44V3jd58mQaDwAAAABQQUzTsH0DCitX8+HIkSMKDw9XWFjYGcdq1arlHlLTtm3b8twGAAAAAABUYuVqPuTn56tmzZolHi84xns9AAAAAABUX+VeahMAAAAA4GNcfqc3wEeUu/mQl5en5ORkmaZZ7DFJJR4vEB8fX94YAAAAAADAR5W7+XD48GF17Nix1JrSjhuGIafTWd4YAAAAAIDfmS7J9IGlNoEC5W4+lDaiAQAAAAAAoFzNhxUrVliVA6jSknJnely78NeHPK7NzSt5wtfiNP1hj8e1gSHHPa49cayRx7W79nheK0lLdjX2uDYp99UyXRsAAABAxShX86FDhw5W5QAAAAAAWMQ0DZkmr11UZ7/88ovWrl2r9PR0HThwQCdOnFCdOnVUt25dXXLJJWrXrp2Cg4MrLA+rXQAAAAAAUAWsXbtWb7zxhj777DPt37+/1FqHw6ErrrhC/fr10z333KPatWt7NRvNBwAAAAAAKrF33nlHkydP1tatW4vMyxgaGqo6deooMjJSQUFByszMVGZmpg4ePKhTp05p3bp1+vbbbzVmzBjdeeedGjdunBo39vy157Kg+QAAAAAAVY3pJ7n8bM5g7+2rg5UrV2rEiBHasGGDTNNUZGSk+vbtq/j4eF1zzTVq3rx5sefl5ORo/fr1WrdunRYvXqy1a9dq1qxZmj9/voYMGaLHH39cYWFhlmal+QAAAAAA8Aqn06nU1FT35/DwcIWHh9uWp6rp3LmzJKl79+564IEH1KtXLwUEBJz1vNDQUHXs2FEdO3bU6NGjlZqaqnnz5umll17S5MmTFRwcrLFjx1qa1eZWGAAAAADAaqbLsH2TDGVkZCg2Nta9TZ8+3e5vTZXSvXt3rV27VsuWLdPNN9/sUeOhODExMRo3bpx27dqlSZMmKTIy0uKkjHwAAAAAAHhJVFSUkpOT3Z8Z9WCtZcuWWXq94OBgjRo1ytJrFqD5AAAAAADwCofDoZiYGLtjwAfQfAAAAACAKsY0DZmmYXcMwI3mA+BjJqe9WoZaLwbxmg12BwAAAABQwWg+AAAAAEBV4/KBpTbhdffee68l1zEMQ7NmzbLkWiXxSvMhNzdXb775pj7//HPt2rVLx48f144dO9zHjxw5oiVLlsgwDN15553eiAAAAAAAQJU2Z84cGYYh0zTPOGYYnr12Y5pm5Ww+bNy4UTfffLP27Nnj/gb8+Q9dq1YtPf300/rpp5/UrFkzXXPNNVbHAAAAAACgSuvfv3+JTYaPP/5YWVlZCgwM1JVXXqlGjRpJktLS0vTdd9/p+PHjioiI0E033VQhWS1tPhw6dEg33HCDMjIydOWVV+rOO+/UhAkTlJ2dXaTOMAzdd999GjFihP7v//6P5gMAAAAAWMg0JdPFhJNV3Zw5c4rdf9ddd+nIkSN67LHHNHr0aNWqVavI8ezsbD333HOaNGmS8vLyNH/+fK9ntfQloOnTpysjI0NdunTRunXrNHz4cAUFBRVbe8MNN0iSVqxYYWUEAAAAAACqrZkzZ+r9999XQkKCnn766TMaD5IUFhamiRMnKiEhQe+9957efPNNr+eytPnwySefyDAMTZ48WX5+pV/6oosuUkBAgLZv325lBAAAAADA70tt2rnpzGkIUAFmzZolPz8/DR069Ky1Q4cOlZ+fX+VrPuzYsUM1atRQ69atPaqvVauWjh49amUEAAAAAACqrZ9++km1a9dWWFjYWWvDwsJUq1Yt/fTTT17PZWnzweVyyeFweDSrpsvlUnZ2tkJCQqyMAAAAAABAteVyuZSVlaXMzMyz1mZmZurIkSNyuVxez2Vp8yEqKkq5ubnav3//WWu/+eYb5eXlKSYmxsoIAAAAAACXn/0bbNGyZUuZpqkJEyactfapp56Sy+XSZZdd5vVclv6NiI+PlyTNnTu31DqXy6WxY8fKMAx16dLFyggAAAAAAFRbDz74oEzT1EsvvaR//OMf2rlz5xk1KSkpuvfee/Xvf/9bhmHooYce8nouS5sPgwcPliQ9/fTTWrlyZbE1v/32m2655RatWLFC/v7+FfKHBAAAAACgOujXr5/+/ve/yzRNzZs3TxdccIFiYmLUrl07XXfddYqJiVHz5s01d+5cmaape+65R/369fN6LoeVF2vdurWefPJJPfXUU+ratauuuuoq94SSDz/8sDZv3qxvvvlG+fn5kqRJkyapWbNmVkYAAAAAgGrPdBkyXWefi8+rGWy9e/X21ltvqXXr1powYYIyMzO1e/du7d69u0hNRESExo4dqyFDhlRIJkubD5KUmJioiIgIPfnkk/r222/d+19//XWZ5um/fkFBQXr22Wf16KOPWn17AAAAAACqvcGDB2vQoEH64osvtH79evfcjPXq1dNVV12l66+/XoGBgRWWx/Lmg3R6rdB77rlH8+fP1+rVq5Wenq78/Hw1aNBA7dq10z333KP69et749YAAAAAUO2ZpiHTtHfkg2T3/VGzZk317t1bvXv3tjuKd5oPklSnTh0NHjzYPQ8EAAAAAAConlj/BAAAAACAKso0TR08ePCMOR8qGs0HAAAAAKhiTNNwTzpp1wZ7ff/99+rTp49q166t+vXrn7HYw+HDhzVo0CA98MADysvL83oeS1+7mDBhQpnqAwMDFR4erri4OF199dWqUaOGlXEAAAAAADZyOp1KTU11fw4PD1d4eLhteaqLt99+W/fff79OnTpVYk1ERIRSUlKUlJSk3r1764YbbvBqJkubDwkJCTKMc+twRUZGatiwYRozZoz8/BiQAQAAAADn6vSEk/b/XJWRkaHY2Fj35/HjxyshIcG+QNXAjz/+qIEDB+rUqVMaPHiw+vfvrx49eujQoUNn1Pbv31///e9/9fHHH1eu5kN8fLwMw9APP/ygrKwsSVLjxo0VHR0t0zSVnp6u3377TdLpLstll12mrKws/fTTTzp06JDGjh2rH374Qe+//76VsQAAAAAANoiKilJycrL7M6MevG/atGnKy8vTww8/rOnTp0uS/P39i63t3LmzJGnt2rVez2VpK2zlypVq27atsrKyNGDAAG3fvl27du3S119/rbVr12rXrl3asWOH/vGPf+jw4cPq0KGDNm7cqEOHDrm7X//5z3/00UcfWRkLAAAAAGADh8OhmJgY90bzwfuWL18uwzA0evTos9Y2bNhQwcHBFTIZpaUjHxYtWqTnnntOQ4YM0QsvvFBsTWxsrGbNmqXatWtr4sSJuvLKK3XTTTdp3Lhxys7O1tSpUzV37lzdeuutVkYDAAAAgOrDZZze7GTae/vqKj09XSEhIWrUqJFH9UFBQTpy5IiXU1k88uHll1+WYRgaO3bsWWuffPJJSdK///1v975HH31UkrR+/XorY52TQ4cOafbs2br77rt16aWXKiQkRDVr1lSjRo10yy23MDoDAAAAAOBzatasqby8PJnm2bs/x48fV1ZWlmrXru31XJaOfNi0aZPCw8MVGRl51trIyEiFh4drw4YN7n1NmjRRWFiYDh48aGWsc9KgQQM5nU7358DAQAUEBCgtLU1paWn6+OOP1bNnT/3nP/9RcHCwjUkBAAAAADgtJiZGmzdv1q+//qoLL7yw1NqlS5cqPz9fl156qddzWTry4eTJkzp69Khyc3PPWnvs2DEdPXpUJ0+ePONYUFCQlbHOidPpVJs2bfTqq69qx44dOn78uHJycpSSkqL77rtPkrRs2TINGjTI5qQAAAAAUNTp1S7s3WCPHj16yDRNvfjii6XWHTp0SKNGjZJhGF5f6UKyuPlwwQUXKD8/X6+99tpZa19//XXl5+frggsucO87cuSIsrOzVbduXStjnZPly5dr3bp1evDBB9WsWTP3/piYGL355pvupsM777zjXsEDAAAAAAA7DRs2TKGhoXr99deVmJio7OzsIsePHz+uBQsW6KqrrlJKSorq1KmjBx54wOu5LG0+9O/fX6ZpasyYMZo0aZKOHz9+Rs3x48f17LPPasyYMTIMQ/fcc4/72DfffCNJatGihZWxzkmnTp1KPV4w+kHyjTkqAAAAAKCA6TJs32CP+vXra8GCBQoICNCECRNUt25dHTp0SJIUFxenyMhI3XPPPdq1a5dq1qypd999V7Vq1fJ6LkubD48++qjat2+v/Px8Pfnkk6pXr546deqkfv366e6771bnzp1Vv359PfHEE8rPz9d1112nwYMHu8+fM2eOJOn666+3MpZXBAYGur/Oz8+3MQkAAAAAAH+48cYbtWrVKl155ZXKy8uT0+mUaZr68ccfdfLkSZmmqcsvv1yrVq1Sly5dKiSTpRNOOhwOLVu2TMOHD9ebb76pY8eO6auvvpJhnO56Fcy26efnp/vvv1/Tpk2Tw/FHhJkzZ+r1119XaGiolbG8YuXKle6vL7vsMvuCAAAAAADwJ23atNG3336rTZs2afXq1UpPT1d+fr4aNGigdu3a6aqrrqrQPJY2HyQpODhYr7/+up544gktWrRI33//vQ4cOCDTNFWvXj1dccUV6tOnj5o0aXLGuZWh6SBJWVlZmjRpkiSpffv2uuiii2xOBAAAAAB/ME0/maalA91RSbVs2VItW7a0O4b1zYcCjRs31tChQ711edu4XC7dc889ysjIUM2aNfXSSy+V6fy4uLhi9+/YscOKeAAAAACAamz37t2SpKioKAUEBJy1Pi0tTfn5+cUOELBSlWmFzZkzR4ZhnPP22WefeXSfIUOG6NNPP5Ukvfrqq2rVqpU3/1gAAAAAUHamL0w4yaSTdoiJiVFsbKzatWunjIyMs9ZfddVVRVZ49BavjXyoikaMGKGXX35ZkvTCCy/o3nvvLfM1tm7dWuz+uLg4bdu2rVz5AAAAAAAwTVPr16/Xtddeq8WLF5/1l+YF8zN6k1eaDzt27NAHH3ygTZs2KTMzU6dOnSqx1jAMJSUllfued955p2688cZzPr927dqlHh81apSmTp0qSXr++eer5CslAAAAAIDKr1atWoqOjtaPP/6o9u3ba/78+erdu7etmSxvPiQmJmrixIlyuVwedU8KVsIor5o1a6pmzZqWXOvPRo4cqSlTpkiSJk+erBEjRnjlPgAAAABgBdM0ZJq89lBdBQcHa+3aterTp4+WL1+uPn36aPLkyRo2bJhtmSxtPsyfP1+JiYmSpIYNG6p79+5q2LBhkeU0K5sRI0a4RzxMnjxZI0eOtDkRAAAAAAClq1Wrlj7//HM98MADmjVrlkaMGKGff/5Zr7zyivz9/Ss8j6VdgVdeeUWSdNNNN+mDDz5QjRo1rLx8hSvceJgyZYr+9a9/2ZwIAAAAAM7ONGX7yAfvzyKAs/H399fMmTPVvHlzPf7445o5c6Z27Nih//znP2edesBqlq52sWXLFhmGoVdffbXSNx5Gjx7tbjxMmzaNxgMAAAAAoFIaPXq0PvjgAwUGBmr58uVq27atUlJSKjSDpc0HwzBUq1YtNWzY0MrLVrjdu3dr8uTJkiQ/Pz8999xzatCgQYlbwXwQAAAAAAD4or59+2rFihWqV6+efvrpJ1177bVKTk6usPtb+trFxRdfrI0bN+rkyZNem/yxIrhcriJf79u3r9T6nJwcb0cCAAAAAI+ZLkOmy+YJJ3nvwue0adNG33zzjW688UZt3bpV3bp1K/LzrzdZOvLh/vvv16lTp7Rw4UIrL1vhYmJiZJqmx1tCQoLdkQEAAAAAOKumTZvq66+/Vrdu3XTy5EmdOnWqQu5r6ciHgQMHasmSJRo8eLCaNGmi+Ph4Ky8PAAAAAABKMX78eIWGhpZaExYW5v7ZfenSpRWSy9Lmw4QJE9SqVSslJyerU6dOateuna655hqFhYWVet64ceOsjAEAAAAA1Zpp+sk0LR3ojkpi/PjxHtX5+/u7V6ysCJY2HxISEmQYp98rMk1Tq1ev1po1a856Hs0HAAAAAACqLkubD/Hx8e7mAwAAAADAHqbpAxNOAoVY2nxYuXKllZcDAAAAAKBSWr9+vebPn6/ly5crJSVFLpdLLVq00KOPPqp+/fpZco97771XkhQVFaWnn366yL6yMAxDs2bNsiRTSSxtPgAAAAAAAOnZZ5/VihUr1KdPHz344IM6ceKE3n33Xd19993avn27x3MzlGbOnDkyDEMXXXSRu/lQsM80z77WaUEdzQcAAAAAQJmZpiHT5LULOw0dOlTvvPOOAgMD3fseffRRXXfddXr66ac1ePBgRURElOse/fv3l2EYioqKOmOfr6H5AAAAAACAxa677roz9vn7+6tPnz765ptv9PPPP+vaa68t1z3mzJnj0T5fcM7Nh8r0bgkAAAAAVCeMfPBd6enpkqS6devanKRinXPzoTK9WwIAAAAAqLxyc3P11Vdf6bvvvtP333+v7777Trt375YkjR8/XgkJCWe9RnZ2tqZOnapFixYpJSVF/v7+uvDCC3XHHXfo0UcfVY0aNbz8p5D27Nmjt956S9dcc43OP/98r9/Pl5xz86EyvVsCAAAAAKi8vv32W/Xq1eucz9+1a5c6duyo1NRUSVJwcLBOnjyp9evXu1elSEpKKnYOhry8PG3atMmj+wQHB+vSSy8t9tjx48fVt29f5eXl6Y033jjnP0tlVa6RD57sAwAAAABUMJch01W1fjEcERGhK664wr0NGzZMe/fuPet5+fn56t27t1JTUxUVFaV58+apa9eucrlcWrhwoQYOHKgNGzaoX79+Wrp06Rnnp6en6+qrr/YoY6tWrbRx48Yz9ufl5alPnz767rvvtHDhQrVs2dKj653NuUx9UBxWuwAAAAAAVHvt27dXZmZmkX1jxozx6Nw5c+Zo8+bNkqRFixapbdu2kiQ/Pz/dfvvtcrlcuuuuu7Rs2TIlJSWpS5cuRc5v0KCBVqxY4dG9QkNDz9h36tQp3Xbbbfriiy80d+5c3XrrrR5dyxNlmfqgOJV2qc3Y2Fj5+fnp888/V/Pmza28NAAAAADAQ6Yp+yectPD+/v7+53zu3LlzJUmdOnVyNx4Ku+OOO/TEE08oJSVF8+bNO6P5EBgYqI4dO57TvfPz83XXXXfp448/1htvvKG77777nK5Tkso09YGlzYeMjAzVqFGDxgMAAAAAwHa5ublas2aNJKlnz57F1hiGoR49eui1117TF198Ydm9XS6XBgwYoP/85z+aPn26Bg4caNm1C1SmqQ8sbT40bNhQBw4csPKSAAAAAACckx9//FEul0uS1KJFixLrCo7t3btXmZmZioyMLPe9R44cqfnz56tt27aqU6eO3nnnnSLH//KXv6hZs2blvk9lYWnzoWvXrpo1a5Y2bNigyy+/3MpLAwAAAAA8ZJp+Mk0/u2No48aNiouLK/bY1q1bvX7/9PR099fR0dEl1hU+lp6ebknz4bvvvpMkrV27VmvXrj3j+OzZs6tV88HSv41jxoxRSEiIHnnkEeXm5lp5aQAAAAAAyiQ7O9v9dXBwcIl1hY8VPqc8Vq5cKdM0S9z+/ve/W3KfysLSkQ8Oh0MzZszQoEGD1KJFCz366KP6y1/+onr16pU6QUiTJk2sjAEAAAAA8AGtW7fW119/bXeMaumHH37QK6+8otWrV2vPnj06duxYibWGYcjpdHo1j+WrXRQ4duyYRowYcdZzKuIPCQAAAADVics05LJ5tYtzW/zRWmFhYe6vSxudX/hY4XMqq5dfflnDhw9Xfn7+OS/DaTVLX7sobUhJSVvB5B8AAAAAAFipYcOG7q/T0tJKrCt8rPA5ldG6des0ZMgQ5efn66GHHtLSpUslSZGRkfrvf/+rd955R3//+99Vo0YNnXfeeVqwYIGWL1/u9VyWjnxISUmx8nIAAAAAgHNgmoZMl70jH3zBJZdcIj8/P7lcLm3ZsqXE5Ta3bNkiSWrQoIElk03a6d///rdM09TQoUM1bdo09/4aNWqoc+fOkqS77rpLgwcPVvfu3TV27Fh9//33Xs9lafOhadOmVl4OAAAAAFCJOZ1Opaamuj+Hh4crPDy8wu4fHBysdu3aKTk5WZ999plGjhx5Ro1pmvr8888lSd26dauwbN6yZs0aGYahIUOGFNn/59cvWrdurZdeekl33HGHnn/+eU2YMMGrucr12oWfn1+Jy5X8+OOP2rRpU3kuDwAAAACoxDIyMhQbG+vepk+fXuEZBgwYIElasWKF1q1bd8bxhQsXaufOnZKk/v37V2g2b9i3b59q1qxZZHCAn5+fTpw4cUbtrbfeqoCAAH344Ydez1XukQ8lTV7RuXNnHThwgMkkAQAAAKCCmaYh0+YJJyUpKipKycnJ7s/lGfVw+PBh5efnuz8XzB+Ym5urgwcPuvcHBgYqNDTU/XnAgAF68cUXtXnzZvXt21dz585Vly5d5HK5tGjRIg0cOFCS1LNnT3Xp0uWc8/mK4ODgM34ODwsL09GjR3Xy5EnVrFnTvT8gIEDBwcHatWuX13NZOuHkn/nKrJoAAAAAgIrncDgUExPj3srTfLj88stVt25d9/bbb79Jkp5//vki+x955JEzMixevFgxMTFKS0tT165dFRISopCQEN122206evSoLr/8cs2fP788f1SfER0drZycHB09etS97/zzz5ck/e9//ytSm56eriNHjlTIz+5ebT4AAAAAACpewcgHOzdfEhMTo02bNmncuHFq0aKFDMNQQECArrzySk2ZMkXffPONIiIi7I5piZYtW0qSfv75Z/e+jh07yjRNTZgwwf36RV5engYPHixJuuyyy7yey9IJJwEAAAAA8IbCE1eei7CwMCUmJioxMdGaQD7qxhtv1IIFC/T+++/r6quvliQ9/PDDeuWVV5SUlKRGjRrpoosu0i+//KLMzEwZhnHGaBFvYOQDAAAAAABVRK9evTR+/HhdcMEF7n2xsbFasGCBwsLClJmZqbVr1+rQoUMyDEOjRo1Sv379vJ6LkQ8AAAAAUNX4yKsPdi+1WR3VqlVL48ePP2P/rbfeqg4dOmjp0qX67bffVLt2bXXr1k3NmzevkFw0HwAAAAAAXlGw1GaB8ePHKyEhwb5A1VxkZKTuvvtuW+5d7ubDvn375O/vX+Lx0o5JkmEYLMcJAAAAAFWQlUttonIrd/OB5TQBAAAAwLe4TEMu0+4p/gz3UpuwR35+vn799VcdPnxYp06dKrU2Pj7eq1nK1Xwo7j0SAAAAAABgnz179ujxxx/Xhx9+qOPHj5+1viLeSKD5AAAAAABVjOkyZLpsnnCSQfK22Llzp9q1a6f9+/d7/KZCRbzRYPc4HAAAAAAAYJHHH39c+/bt03nnnadZs2Zpz549OnXqlFwuV6mbt7HaBQAAAAAAVcR///tfGYah9957T506dbI7jhvNBwAAAACoYkwZMk17X7swJTmdTqWmprr3hYeHs+KFl504cUJBQUE+1XiQeO0CAAAAAOAlGRkZio2NdW/Tp0+3O1KVFxsb65OrUtJ8AAAAAIAqxjQN2zdJioqKUkpKinsbOnSovd+YauD222/XiRMnlJSUZHeUImg+AAAAAAC8wuFwKCYmxr3xyoX3/etf/1KrVq30z3/+UykpKXbHcWPOBwAAAAAAqoigoCD997//1cCBA3XZZZfpr3/9q66++mqFhYWVel7//v29movmAwAAAABUMS7TkMvmCSdhn9TUVO3bt0+5ubl6++239fbbb5dabxgGzQcAAAAAAOCZTZs2qWPHjjp27JgkqUaNGjrvvPPkcNj74z/NBwAAAACoagpN+ojqZfz48crJyVGzZs00c+ZMdejQQX5+9k/3SPMBAAAAAOAVTqdTqamp7s/h4eFMOullX3/9tQzD0Pvvv68rr7zS7jhu9rc/AAAAAABVUkZGhmJjY93b9OnT7Y5U5eXm5iokJMSnGg8SIx8AAAAAoMoxfeS1i6ioKCUnJ7s/M+rB+5o3b66ffvpJ+fn58vf3tzuOGyMfAAAAAABe4XA4FBMT495oPnhf//79dfLkSS1evNjuKEXQfCijZ599VoZhuDcAAAAAAHzFkCFD1KVLFw0aNEhr1661O44br12Uwc8//6zExES7YwAAAABAqVym5PKB1y5Q8SZOnKhrr71W3333na677jpdd911atOmjcLCwko9b9y4cV7NRfPBQy6XS/fdd59OnDihtm3b+lQHCQAAAAAASUpISHCP0jdNU8nJyVq9evVZz6P54CNeeuklrVmzRv369VPz5s1pPgAAAADwWb4y4SQqXnx8vE9OEUDzwQMpKSl64oknVKdOHb3wwgt65ZVX7I4EAAAAAMAZVq5caXeEYtF88MDAgQN17Ngxvfrqq6pbt67dcQAAAAAAqFRoPpzFzJkzlZSUpK5du6p///52xwEAAACAs/KJ1y7svn81tWrVKklSy5YtfWppU5oPpUhLS9PIkSMVFBSkGTNmWHLNuLi4Yvfv2LHDkusDAAAAgK9wOp1KTU11fw4PD/epH4iroo4dO8rPz08HDhywO0oRfnYH8GWDBg3SkSNHlJCQoGbNmtkdBwAAAAA84pIhl2nvZkrKyMhQbGyse5s+fbrd35oqr3bt2goPD1dERITdUYqoMiMf5syZo3/84x/nfP6yZcvUo0cP9+d33nlHS5YsUevWrTV8+HArIkqStm7dWuz+uLg4bdu2zbL7AAAAAIDdoqKilJyc7P7MqAfva968uTZt2qSTJ0+qZs2adsdxY+RDMfbv36+hQ4fK399fM2fOlMNRZXo0AAAAAFBhHA6HYmJi3BvNB++74447dOrUKX3wwQd2RymiyvxUfeedd+rGG2885/Nr167t/nr06NE6dOiQHnzwQV188cXKyckpUpuXl+f+uuBYjRo1VKNGjXO+PwAAAABYxhcmnIQthgwZog8//FCPPPKI6tSpo169etkdSVIVaj7UrFnTsiElKSkpkqTXXntNr732Wqm1YWFhkk7/D8z7SwAAAAAAOz3zzDOKj4/X5s2b1bt3b8XFxaldu3aqV6+e/P39Szxv3LhxXs1VZZoPAAAAAIDTfGKpTdgiISFBhmHINE1J0pYtW0qce7Awmg82WLlyZanHExISlJiYKEnu/0EBAAAAALBbfHy8DMP3Gk80HwAAAAAAqCLO9st0u9B8AAAAAIAqxmUacvHaBXwIS20CAAAAAACvovlwDhISEmSaJvM9AAAAAAB81vfff6+RI0eqU6dOiouLU4sWLdSpUyeNGjVKGzZsqNAsvHYBAAAAAFUMq11Ub8eOHdPAgQP1/vvvSzpzoYRVq1Zp6tSpuuOOO/TGG28oJCTE65loPgAAAAAAvMLpdCo1NdX9OTw8XOHh4bblqQ5cLpduvvlmrVixQqZpKioqSp07d1ajRo0kSXv27NGKFSuUnp6u9957T/v379cXX3zh9RUyaD4AAAAAQBXjMuUTE05mZGQoNjbW/Xn8+PFKSEiwL1A1MG/ePC1fvlwBAQGaOnWqHnroIfn5FZ1xweVy6fXXX9ewYcO0fPlyvf322+rfv79Xc9F8AAAAAAB4RVRUlJKTk92fGfXgfe+8844Mw9Dzzz+vRx55pNgaPz8/PfTQQ8rPz9eQIUM0b948rzcfmHASAAAAAOAVDodDMTEx7o3mg/f98MMP8vf318CBA89ae//998vhcGjjxo1ez8XIBwAAAACoYkwZMmXvaxesDWiP7OxshYWFKSgo6Ky1QUFBCgsLU05OjtdzMfIBAAAAAIAq4rzzztORI0e0f//+s9bu379fWVlZqlOnjtdz0XwAAAAAgKrm96U27dxgj7Zt28o0TY8m9hw/frxM01S7du28novmAwAAAAAAVcTDDz8s0zQ1Y8YM3XPPPdq+ffsZNdu3b9fdd9+tGTNmyDAMPfzww17PxZwPAAAAAABUER07dtTQoUM1ffp0LViwQAsWLFDjxo0VHR0twzD022+/ac+ePe76YcOGqUOHDl7PRfMBAAAAAKoYl2nIZfurD3bfv/qaNm2amjVrpoSEBGVmZmr37t3avXt3kZo6deooISGhQkY9SDQfAAAAAACoch555BHdf//9+vLLL7V+/Xr3BJT16tXTVVddpeuvv16BgYEVlofmAwAAAAAAVVBgYKB69+6t3r172x2F5gMAAAAAVDWmfGDFCdPe28O3sNoFAAAAAADwKkY+AAAAAEAV4xsTTsJOO3bs0AcffKBNmzYpMzNTp06dKrHWMAwlJSV5NQ/NBwAAAAAAqpDExERNnDhRLpdLpnn2918Mw/uNKpoPAAAAAACvcDqdSk1NdX8ODw9XeHi4bXmqg/nz5ysxMVGS1LBhQ3Xv3l0NGzaUw2Hvj/80HwAAAACgijFNH5hwUlJGRoZiY2Pdn8ePH6+EhAT7AlUDr7zyiiTppptu0gcffKAaNWrYnOg0mg8AAAAAAK+IiopScnKy+zOjHrxvy5YtMgxDr776qs80HiSaDwAAAABQ5Zgy5JK9Ix9MSQ6HQzExMbbmqG4Mw1CtWrXUsGFDu6MUwVKbAAAAAABUERdffLFyc3N18uRJu6MUwcgHH7F79+7fv8q3NQcAoGrguQIAQPV0//33a9CgQVq4cKHuvvtuu+O40XzwESEhIZKkJk2a2JwEACqn3bt3u/9bCp4rAFBelf25YpryiQknUfEGDhyoJUuWaPDgwWrSpIni4+PtjiSJ5oPP2Lt3r90RAABVCM8VAACqpwkTJqhVq1ZKTk5Wp06d1K5dO11zzTUKCwsr9bxx48Z5NRfNBwAAAACoYlymIRcjH6qlhIQEGcbp/+1N09Tq1au1Zs2as55H8wEAAAAAAHgkPj7e3XzwJTQfAAAAAACoIlauXGl3hGLRfAAAAACAKsY0DSachE/xszsAAAAAAACo2mg+AAAAAABQxbVp00bnn3++bffntQsAAAAAqGJcv29Agd9++0379++37f6MfAAAAAAAAF7FyAcAAAAAqGKYcBK+hpEPAAAAAADAq2g+AAAAAAAAr+K1CwAAAACoYkzTkMvm1y5M8dqHL2nbtq0OHz5s2/1pPgAAAAAAUMV9+OGHJR47cuSIateu7dX789oFAAAAAFQxpgzbN9jjySefLFP9kSNHdP3113spzR8Y+eAjGjRooGPHjqlJkyZ2RwGASmn37t0KCQnR3r177Y7iE3iuAED58FxBZfXMM88oOjpaDz744Flrc3Jy1L17d3333Xdez0XzwUccO3ZMOTk52rZtm91RAKDSysnJsTuCz+C5AgDlx3Ol/JxOp1JTU92fw8PDFR4eblue6sDf31+DBw9W/fr11adPnxLrChoP3377rRo2bOj1XDQffESTJk1+/weiv91RAKCSyrc7gE/huQIA5VW5nysu2T/hpCRlZGQoNjbW/Xn8+PFKSEiwL1A18Oabb+of//iH7r77bn3++edq3779GTXHjh1Tr169tHbtWjVo0EBJSUlez0XzAQAAAADgFVFRUUpOTnZ/ZtSD9w0YMEB79+7VY489pltuuUVfffWVWrRo4T6em5urG264QatXr1b9+vWVlJSkiy66yOu5aD4AAAAAQBXjMk9vdnM4HIqJibE7RrUzevRopaen66WXXlLPnj319ddfq3Hjxjp+/Lh69+6tVatWqW7duvrvf/+rSy65pEIysdoFAAAAAABVzIsvvqjbbrtNaWlp6t69u9LS0nTTTTdpxYoVqlOnjr788kvFxcVVWB5GPgAAAAAAUAW9/fbb2r9/v1auXKkLL7xQx48fV0REhL788ku1bNmyQrMw8gEAAAAAqhhThu0b7BcQEKCPP/5YrVu31vHjxxUeHq4vv/xSrVu3rvAsjHwAAAAAAKASmjBhgkd1bdq00caNG9W+fXt9+umn+vTTT8+oGTdunNXxiqD5AAAAAABAJZSQkCDD8HyUSUmNB4nmAwAAAACgjExTcpk2v/rgA6ttVHXx8fFlaj7YieYDAAAAAACV0MqVK+2O4DGaDwAAAABQxZjm6c3WDPbeHj6G1S4AAAAAAIBX0XwAAAAAAABexWsXAAAAAFDFuGTIpcoxESGqB0Y+AAAAAABQxfzwww/65z//qUsvvVS1atWSv79/iZvD4f1xCYx8AAAAAIAqxjQNmXYvtQnbvPzyyxo+fLjy8/Nl2j3z6O8Y+QAAPuappybINJ0aOXKE3VEsdc0118g0nfrqqxV2RwGAaoXnClC9rFu3TkOGDFF+fr4eeughLV26VJIUGRmp//73v3rnnXf097//XTVq1NB5552nBQsWaPny5V7PRfMBAHxIdHS0hg8fqv379+uVV14tsa5Zs2Z6/fVXtXPnrzp+PEf79qXrs8+Wqk+fW72a77LLLtPjjz+mzz5bqj17dunkyVwdPXpYmzdv1IsvvqALLrigxHPXrVunzz77XPHx7XXLLTd7NScA4LSzPVfOP/98DRs2VIsX/59SU3foxIljysk5op9/3qY333xDV1xxhVfzNW3aVP363aVp06Zq5crlOnIkU6bplGk61bRp01LP5bkCFO/f//63TNPUkCFD9NJLL6lHjx6SpBo1aqhz586666679NZbb+mbb76RYRgaO3as1/9/XaL5AAA+5emnn1JwcLAmT56i3NzcYmt69uypTZs2aNCgfyo2NlYnT55UnTp11L17Ny1atFCzZs30Sra77rpTmzZt0NNPP6Xu3bspOjpaubm5CgoKUosWLTR48KPavHmj/vnPgSVeIyFhgiTp2Wefkb+/v1dyAgD+UNpz5S9/+Yu2b/9Z06ZNUe/eN6pp06Y6efKkHA6HLrzwQt1337369tu1SkxM8Fq+hIRxeuedeRo2bIg6dIhXrVq1yng+z5WSuEzD9g32WLNmjQzD0JAhQ4rs//PrF61bt9ZLL72kHTt26Pnnn/d6LpoPAOAjGjZsqH797tLJkyf11luzi62JiYnRBx+8q5CQEK1evUYXXniJwsPrqHbtSCUmPiVJuvfef3hlaG1AQIBOnDiht99+R7169VatWhGKiDhPwcFh6tKlmzZv3qyaNWvqtddeUZcuXYq9xrp167Rx40ZddNFF/JYKALzsbM+VgIAAOZ1OffTR/+mvf71NderUU+3akQoODtPVV1+r5OTV8vf317hxT+ree//hlYwul0vbt2/XBx8s1OjRj2nMmMfLdD7PFeBM+/btU82aNYuMHvLz89OJEyfOqL311lsVEBCgDz/80Ou5aD4AgI8YOPB+ORwOLV26TIcPHy62ZsKEBIWGhiojI0M33niTfv31V0nSsWPHlJCQqBkz3pAkPfHEYwoPD7c039q136hZswvUv//ftWzZMmVnZ0uSTp06peXLl6t9+47KyMiQn5+fxowZVeJ13nlngSRp0KB/WpoPAFDU2Z4r27dv1yWXtFCfPn/VokUfKjMzU9LphsD69evVpcv1+uGHHyRJjz022ksZB+mCCy7W7bffqcmTn9c336wr8zV4rpTMtHmDPYKDgxUQEFBkX1hYmI4ePaqTJ08W2R8QEKDg4GDt2rXL67loPgCAj7jvvtO/VVqw4N1ijwcHB6tv3z6SpNdem6EjR46cUTNp0nOSpNq1a1v+G6BffvlFGRkZJR4/cuSIPvzwI0nS1VdfVWJdwZ+vS5fOio2NtTQjAOAPZ3uupKWlafv27SWef+rUKfcP9s2bN7e8qS2dbnSUF88VoKjo6Gjl5OTo6NGj7n3nn3++JOl///tfkdr09HQdOXKkQlbEoPkAAD6gRYsWaty4sSQpOXl1sTXXXXedgoODJUnLln1WbM2uXbu0bds2SVK3btd7IWnpTpw43U0v7b3bjIwMbd++XX5+furevVtFRQOAasWT54onCg/T9tU5FXiuAEW1bNlSkvTzzz+793Xs2FGmaWrChAnu/7/Oy8vT4MGDJZ2eVNzbaD4AgA+Ij28vSdq9e7f27dtXbE2LFnHur7du3VritbZsOX0sLu5SCxN6pmPHeEnS5s1bSq1bt+5bSVKHDvFezwQA1ZEnzxVPdOzYQdLp344eOnTIkmzewHPlTHZPNsmEk/a58cYbZZqm3n//ffe+hx9+WDVr1lRSUpIaNWqkdu3aKTo6Wh999JEMw9Ajjzzi9Vw0H87Bs88+K8Mw3BsAlNc117SRJP3ww6YSaxo2bChJyszM1PHjx0usS0tLL1JfUW677W+68sorJUkzZ75Zau2GDRslSW3bXuvtWABQLXnyXDmba6+91v0K35tvvmVJLm/huQL8oVevXho/fnyRJdBjY2O1YMEChYWFKTMzU2vXrtWhQ4dkGIZGjRqlfv36eT2Xw+t3qGJ+/vlnJSYm2h0DQBVT0Cg4cOBAiTVhYaGSVOISnAUKjoeFhVmU7uwuuOACvf766fXjk5NXa86cuaXWHzx4UJIUFRXl9WwAUB158lwpzXnnnad3331H/v7++uWXXzR5sveX4SsPnivAH2rVqqXx48efsf/WW29Vhw4dtHTpUv3222+qXbu2unXrpubNm1dILpoPZeByuXTffffpxIkTatu2rdauXWt3JABVRN2650mSMjOLX+XCl9WvX19LlixWRESE0tLSdOed/c46aVHBjOo1atRQ7dq1i508EwBw7srzXAkJCdHixf+nmJgYHT16VH/72x06duyY1REtxXPlTK7fNzux4oXviYyM1N13323LvXntogxeeuklrVmzRv369VO3bkxmA8A6gYGBknTG8keFZWfnSJJ70smSFBwvWArTm+rWraukpC90wQUXaO/everSpZvS0tLOet7x439MYFbwZwcAWMeT50pxgoODtWTJJ2rb9lplZ2erV6/e2rTp3F/dqCg8V+CLdu/erbvvvlsXX3yxatWqpdDQULVo0UITJkyokH+nFTBNUwcPHtTu3bsr7J7FofngoZSUFD3xxBOqU6eOXnjhBbvjAKhiDh06/RubiIjwEmvS00/P5RAZGamgoKAS66KjGxap95a6detq+fIvFRcXp3379qlz5+uLzKpcmsjICPfXvjyBGQBUVp48V/6soPHQoUO8cnJydMMNN2nNmjVeSmgtnitnMk3D9k2q3vPj7du3T3v27NGtt96qZ599VlOnTlXbtm01ceJEderUSadOnfLq/b///nv16dNHtWvXVv369dWsWbMixw8fPqxBgwbpgQceUF5enlezSLx24bGBAwfq2LFjevXVV1W3bl274wCoYgreyY2MjCyxpmAVC0mKi4vT+vXri60rWBVj69ZtFiYsqm7dulqx4r9FGg8//vijx+cX/DmzsrLkdDq9FRMAqi1PniuFFTQeOnbsoGPHjumGG25ScnKyNyNaiucKfNHVV1+tlStXFtk3aNAgXXjhhRo1apS+/PJL9erVyyv3fvvtt3X//feX2uCIiIhQSkqKkpKS1Lt3b91www1eyVKAkQ8emDlzppKSktS1a1f179/f7jgAqqBt207/4P7njnRhq1evdk8m2aNH92JrmjRpoksvPb3E5hdffGlxytPq1at3RuNh27ayNTpiY2MlST/++JM3IgJAtefJc6VAcHCwli79VB07dlBOTo569eqtVatWeTuipXiuoDKJiYmRdHrkgTf8+OOPGjhwoE6dOqXBgwdr/fr1Ou+884qt7d+/v0zT1Mcff+yVLIXRfDiLtLQ0jRw5UkFBQZoxY4bdcQBUUatWnf7tUqtWLVWjRo1ia3Jzc7Vo0YeSpAcfHKRatWqdUTN69EhJ0tGjR/V//2f9Q6TwqxZ79+5Vp05dy9x4kP5YAu6rryrXP24BoLLw5Lki/dF4KHjVojI2HiSeK8VxyZDLtHfDaSdOnNDBgwf122+/6ZNPPtFjjz2mwMBAxcfHe+V+06ZNU15enh5++GFNnz5dV1xxhfz9/Yut7dy5syRVyGIKNB/OYtCgQTpy5IgSEhI86hyfTVxcXLHbjh07LEgLoLJas2aNTp06pZo1a6p169Yl1o0bl6CcnBw1bNhQn3zysXtppODgYI0d+6QeeGCQJGnixGeUlZV1xvnjx4+TaTplmk41bdq0TBnPO+88d+MhIyNDnTp1LdOrFgX8/Px05ZVXSOIfiQDgLZ48V4KCgvTpp4vVoUO8srOz1bPnjWV+1aI8zxVJcjgcqlOnjnurXfuPxnpERESRYw5H8W+M81ypHnJzc7Vs2TJNnDhRffr0UdOmTWUYhgzDUEJCgkfXyM7OVkJCgi677DKFhoaqdu3auvrqqzV16lSvznnw5ptvqm7dumrSpIluuukm1ahRQx9//LEaN27slfstX75chmFo9OjRZ61t2LChgoODK2QySuZ8KMU777yjJUuWqHXr1ho+fLjdcQBUYdnZ2VqyZKluueVm3XRTb3377bfF1qWmpuq22+7UwoXvKT6+vX799SdlZWUpNDTU/Y+y2bPn6Pnnp1ie8cEHH1CLFi0kSWFhYVqx4r+l1l999bXas2fPGfu7dOmi0NBQ7du3T0lJSZbnBAB49lz561/7qlOnjpJONwEWLnyv1Gv26fM3y3872q5dO61cWfyzYMOGonMbdezYRV999dUZdTxXSlaVlrr89ttvyzU/wq5du9SxY0elpqZKOv2Lm5MnT2r9+vVav3695s+fr6SkJEVERJxxbl5enservgQHB7tfgS1wyy236OKLL9aRI0f09ddfa/ny5Tp69Og5/1nOJj09XSEhIWrUqJFH9UFBQRWyPC3NhxLs379fQ4cOlb+/v2bOnFlip7Wstm7dWuz+uLi4cxq6DKDqmDFjpm655WbdddcdevLJsSXWLVu2TC1bXq7Ro0fq+uu7qmHDhsrKytL332/QjBlv6MMPPyrx3IKVMHbv3l3m1TD8/P4YLBcaGqrQ0NBS60sa3tev352SpNmz53p9lmcAqM7O9lwp/N/1oKCgUldSklTs6xvlea5YhedK9REREaErrrjCvQ0bNkx79+4963n5+fnq3bu3UlNTFRUVpXnz5qlr165yuVxauHChBg4cqA0bNqhfv35aunTpGeenp6fr6quv9ihjq1attHHjxiL7GjVq5G4E9O3bVwsXLtTf/vY3ffnll+ratatH1y2LmjVr6sSJEzJNU4ZR+usvx48fV1ZWlsLDwy3P8Wc0H0owevRoHTp0SA8++KAuvvhi5eTkFDleeFhOwbEaNWqU+k4dAJTm888/1/bt29W8eXO1b9++1KGvO3fu1KBBD5b5Hp06dZQkJSY+VeZ/oCUmTlBi4oQy37Ow4OBg3XrrLXI6nXrjjZnluhYAoHRne67MnTtPc+fOK9c9OnXqKOncniuS9NVXX8kwzv1HEp4r1Uf79u2VmZlZZN+YMWM8OnfOnDnavHmzJGnRokVq27atpNMNuNtvv10ul0t33XWXli1bpqSkJHXp0qXI+Q0aNNCKFSs8utfZfjkjSX369FFgYKBmz57tleZDTEyMNm/erF9//VUXXnhhqbVLly5Vfn7+GaM1vIHmQwlSUlIkSa+99ppee+21UmvDwsIkSUOGDNH06dO9HQ1AFWWapsaOHa93352vMWNGWb7EWaNGjdS8eXP9/PPPmjNnrqXX9tQjjzysWrVq6fXXZ7j/OwsA8A6eK9VbVZv0saQRlZ6YO/f0389OnTq5Gw+F3XHHHXriiSeUkpKiefPmndF8CAwMVMeOHc/5/n/mdDrldDq9ttpFjx49tGnTJr344ot65ZVXSqw7dOiQRo0aJcMwvL7MpsSEkwDgU957732tW/etevXqqTZt2lh67c6dO0k6PWmly+Wy9NqeCAkJ0YgRw5Wdna3x4xMr/P4AUB3xXEF1l5ubqzVr1kiSevbsWWyNYRjq0aOHJOmLL76w7N779u0rdv+MGTPkdDp1zTXXWHavwoYNG6bQ0FC9/vrrSkxMVHZ2dpHjx48f14IFC3TVVVcpJSVFderU0QMPPOCVLIUx8qEEK1euLPV4QkKCEhNP/0fONKvSVC4A7DZo0IO65ZabS1yP+VzNm/e25s1729JrlkVMTIxeeeU1bdiwQfv377ctBwBUNzxXUJ39+OOP7uZYwcTZxSk4tnfvXmVmZioyMrLc9x49erS2bdum66+/Xk2bNlVOTo5WrVqlxYsX66KLLtKQIUPKfY/i1K9fXwsWLNBf//pXTZgwQZMmTXJ/D+Li4rRz507l5eXJNE3VrFlT7777brFLuFuN5gMA+JgffvhBP/zwg90xLLd169YSJ90FAHgPz5XqyfX7ZreNGzcqLi6u2GMV8b9f4YlQo6OjS6wrfCw9Pd2S5kOfPn106NAhzZ07VwcOHJDD4VDz5s315JNPasSIEV79gf/GG2/UqlWr9Mgjj2j9+j9Wjim8TPrll1+u119/3ePJNMuL5gMAAAAAoEoq/MpBcHBwiXWFj/35NYVzddNNN+mmm26y5Frnok2bNvr222+1adMmrV69Wunp6crPz1eDBg3Url07XXXVVRWah+YDAAAAAFQxpimZNk84aUpq3bq1vv76a1tzVHctW7ZUy5Yt7Y7BhJPnKiEhQaZpMt8DAAAAAPiogpUJpdOTT5ak8LHC58A6jHwAAAAAAFRJDRs2dH+dlpZW4giAtLS0Ys+pCrZu3ar169e7J2atV6+errrqqhLn4vAWmg8AAAAAUMX4yoSTdrvkkkvk5+cnl8ulLVu2lLjc5pYtWyRJDRo0sGSySV/w6aef6rHHHtO2bduKPX7ppZfq6aefrrB5KXjtAgAAAADgFU6nU6mpqe4tKyurQu8fHBysdu3aSZI+++yzYmtM09Tnn38uSerWrVuFZfOmCRMm6Oabb9bWrVtlmqb8/f1Vr1491atXT/7+/jJNU1u3btWtt96qhISECslE8wEAAAAAqhrTkGnzJlPKyMhQbGyse5s+fXqFfysGDBggSVqxYoXWrVt3xvGFCxdq586dkqT+/ftXaDZv+Oyzz9xzFMbHx+uLL75QTk6OMjIylJGRoZycHH3xxRfq2LGjTNPUU0895W6+eBPNBwAAAACAV0RFRSklJcW9DR069JyvdfjwYR08eNC9uVynXyzJzc0tsj8nJ6fIeQMGDNBll10m0zTVt29fJSUlSZJcLpcWLlyogQMHSpJ69uypLl26nHM+XzFt2jRJ0t/+9jetWLFCXbt2VY0aNdzHa9Sooa5duyopKUl/+9vfZJqm+xxvovkAAAAAAPAKh8OhmJgY9xYeHn7O17r88stVt25d9/bbb79Jkp5//vki+x955JEzMixevFgxMTFKS0tT165dFRISopCQEN122206evSoLr/8cs2fP788f1SfsX79ehmGoWnTpskwSl5u1TAMTZ06VZL0v//9z+u5aD4AAAAAQBXjMu3ffElMTIw2bdqkcePGqUWLFjIMQwEBAbryyis1ZcoUffPNN4qIiLA7piXy8vIUHh6u6Ojos9Y2atRIEREROnXqlNdzsdoFAAAAAMDnpaamluv8sLAwJSYmKjEx0ZpAPqpZs2b6+eeflZeXV+R1i+KcPHlSOTk5uvjii72ei5EPAAAAAFDFmD6wwR533XWXTp06pXnz5p219u2339apU6d01113eT0XIx8AAAAAAF5RsNRmgfDw8HLN+4Cz+9e//qWlS5dq8ODBCggIcK/28Wfz5s3T4MGD1b59e/3rX//yei6aDwAAAAAAryhYarPA+PHjlZCQYF+gamDSpEmKj4/X5s2bde+992r8+PHq2LGjoqOjZRiG9uzZo6+++kq7d+9W7dq11b59ez3zzDPFXmvcuHGW5aL5AAAAAABVjMs05DJLXumgokRFRSk5Odn9mVEP3peQkOBe5cI0Te3evVtvv/12kRrTPP1izJEjRzRp0qQSr0XzAQAAAADg8wqW2kTFiY+PL3WJTbvQfAAAAAAAoIpYuXKl3RGKdc7NhwkTJliZwy00NFTDhw/3yrUBAACqm5oBDT2uvSigfZmuXVe1PK4NMDxfZO2U6fK49oCOelwrST+fSj570e9Onkov07UBX+L6fbMTK16gsHNuPhR+j8RK9evXp/kAAAAAAEAVUq7XLgICAtS2bVursuirr76y7FoAAAAAUG2ZhkwfmHASKFCu5kNkZKRWrFhhVRb5+Xk+HA8AAAAA4NucTqdSU1Pdn8PDw1nxwkJTpkzRww8/rKCgIMuu+b///U8HDx5Uz549LbumJPHTPgAAAADAKzIyMhQbG+vepk+fbnekKmXUqFFq1qyZXnjhBWVlZZXrWqtXr9aNN96oa6+9Vv/73/+sCVjIOY98uOmmmxQZGWllFq9cEwAAAACqG1+YcFKSoqKilJz8x0SvjHqw1uOPP64XXnhBI0aM0OOPP64bbrhBd955p9q3b6969eqVeu6pU6e0ceNGLV68WAsWLFBqaqpM01SbNm10yy23WJ71nJsP//d//2dhDO9dEwAAAABgD4fDoZiYGLtjVFkTJ07Ugw8+qMcff1wLFizQhx9+qI8++kiS1LhxY7Vq1Up169ZVZGSkatasqcOHDyszM1M7d+7UDz/8oLy8PEmSaZo6//zz9dRTT+mOO+7wStZyzfkAAAAAAPA9pnl6Q9UXHR2tuXPnatKkSXrjjTf01ltvac+ePdq9e7d2795d7CqV5u9/ORwOh2644QYNGjRI3bt398qKlgVoPgAAAAAAUMk1bNhQCQkJSkhI0JYtW7Rq1SqtW7dO6enpOnDggE6cOKE6deqobt26uvTSSxUfH6927dopLCysQvJZ2nzo3LmzJOnGG2/U8OHDz1rft29fZWVlKSkpycoYAAAAAABUWy1atFCLFi300EMP2R3FzdLmw8qVK2UYhr766itt27ZNr7/+uhyOkm/x9ddfa//+/VZGAAAAAIBqzyVDLnlvCD1QVpa/duFwOORyuTR79mylpKRo0aJFzGgKAABgoaiQdh7Xjoy61OPaDk1SypSjYeNNHtfWCDnucW3eMc/Xq0//LdrjWkn6avcNHtc+n7HN49qMY2vKlAOoLpxOp1JTU92fw8PD+fmwmvKz+oJ16tTRJ598opCQEK1cuVLXXnutduzYYfVtAAAAAAAlcElymfZupqSMjAzFxsa6t+nTp9v8nYFdvDLhZI8ePbR69WrdeOON+uWXX3TNNdfoww8/VHx8vDduBwAAAADwQVFRUUpOTnZ/ZtRD9WX5yIcCLVu21Lp163TFFVcoMzNT3bp105w5c7x1OwAAAACAj3E4HIqJiXFvNB+qL681H6Q/ulw333yz8vLydN999+mxxx7z5i0BAAAAAKZk2rwBhXm1+SBJQUFB+vDDDzVs2DCZpqnJkyfrr3/9q44f93zSIQAAAAAAUHl5vfkgSYZhaOrUqXrttdfk7++vjz76SPHx8TQgAAAAAACoBrwy4WRJBg0apNjYWN122236/vvvZZqmDIO1ZwEAAADASi4ZcomfteA7LB350KRJEzVu3LjUmm7dumnNmjVnrQMAAAAAAFWDpSMfUlNTPaqLi4vTd999py1btlh5ewAAAACAmPQRvqdCX7sorE6dOurQoYNdtwcAAKi0OtVo5XFtt+ae/7Kneedvy5TDv1Udj2tdtSI8rvU7etjj2ogfUjyulaSay/M8rl1/yPPv84Jja8qUAwCssGrVKq/fIz4+3pLr2NZ8AAAAAABUbU6ns8gI+fDwcIWHh9uWp6rp2LGjV+dRNAxDTqfTkmuVq/mwe/duS0I0adLEkusAAAAAACTX75vdMjIyFBsb6/48fvx4JSQk2BeoimnSpEmlWcShXM2Hwn+JzpWVnRQAAAAAgO+IiopScnKy+zOjHqzl6byLvqBczQeTGUwAAAAAwOe4zNOb3RwOh2JiYuyOUaUtX75cnTt3tjvGWZWr+TB79uwSjw0ZMkTZ2dl66623ynMLAAAAAABQgq5du6pv376aMmWKmjZtanecEpWr+TBgwIASj40ZM0bZ2dml1gAAAAAAgPL58MMPtXTpUo0aNUqjR49WYGCg3ZHO4Gd3AAAAAACA9Uwf2OB9L7/8surUqaPjx49rwoQJuuSSS7Ro0SK7Y52B5gMAAAAAAJXUQw89pF9//VVDhw6Vw+HQrl27dNttt6lLly7aunWr3fHcaD4AAAAAAOCj+vfvr0GDBunTTz8tsaZ27dqaNm2atmzZohtuuEGmaWrlypW6/PLLNWTIEGVlZVVc4BLQfAAAAACAKsZlGrZvvHdhjczMTC1atEg333yzBg0aVGrtBRdcoE8++USff/65LrnkEjmdTr388su68MILNXPmzApKXLxyTTgJAACAind+qOf/oo+K2eNxrd/l9cqUI7dld8+vHRbrca0rO8Xj2iC/zz2ulaSonZ5/P87fGuf5hQ+XKQYAeOzTTz/VsWPHdN5552n+/PmaMWPGWc+5/vrrtWnTJr322mtKSEjQwYMH9cADD2jGjBn697//rb/85S8VkLwoRj4AAAAAQBVjmvZvsM6bb76pkydP6pprrvH4HD8/Pz388MPavn27Bg8eLIfDoe+//17t27fXPffco/T0dC8mLiZPhd4NAAAAAAB4bMGCBRo2bJgaNWqk2bNnl/n82rVra/r06dq8ebN69uwp0zS1YMECXXzxxXruued06tQpL6Q+U7leu+jcuXOJxzIzM89aI0mGYSgpKak8Mbzm0KFDWrx4sZKSkvT9999r165dcjqdqlu3rq666ioNGDBAt956q90xAQAAAMAnOZ1Opaamuj+Hh4crPDzctjyV0eTJk2UYhpYsWaImTZqc83UuvPBCLVmyRJ9//rmGDx+uH3/8UY8//rhmzZqlF154QTfccIOFqc9UrubDypUrZRiGzFLG1KxcubLY/QXnGYZRnghe1aBBAzmdTvfnwMBABQQEKC0tTWlpafr444/Vs2dP/ec//1FwcLCNSQEAAADgD67fN7tlZGQoNvaPOV/Gjx+vhIQE+wJVQgU/a7733nvau3evrr/++nJdr3v37tq0aZNef/11jR8/Xtu3b9fNN99c5GdfbyhX8yE+Pt6nmwfl5XQ61aZNG/39739X9+7d1axZM0lSamqqJk6cqFmzZmnZsmUaNGiQ3n77bZvTAgAAAIBviYqKUnJysvszox7KbtasWRo4cKAmTZqkZ599Vvn5+WW+hsvl0i+//KKtW7dqy5Yt2rJli7Zu3aqjR49KUqkDCqxS7pEPVdny5cvVqVOnM/bHxMTozTfflMPh0IwZM/TOO+/omWeeUePGjW1ICQAAAABF+cqkjw6HQzExMXbHqNQuueQSrV69Wvv379dvv/121vqdO3ee0WT4+eeflZeX5675c7MhIiLC8tx/xlKbpSiu8VDYfffd517mZP369TQfAAAAAABeUa9ePdWrd+aSyFOnTnU3GX788Ufl5uYWOV640RAQEKCLLrpILVu21GWXXeb+v40aNfJ6fpoP5RAYGOj++lyGvgAAAAAAUB4jR44sdi7G6OjoIg2Gli1b6pJLLpHDYU8bgOZDORR+7eSyyy6zLwgAAAAAFGLKNyachPeFhISoRYsWZ4xmqIhXKcrCK82H7OxsffLJJ9q0aZMOHz5c6rqhhmFo1qxZ3ojhVVlZWZo0aZIkqX379rrooos8Oi8uLq7Y/Tt27LAsGwAAqNpCHJ7/SBEQetzjWletumXK4RcWe/ai3wUFRntc63liyVUrvAzVUkDoAY9ry/J9BgC7ZGdn2x3BI5Y3H9544w2NGDFCx44dc+8rbubMwkttVrbmg8vl0j333KOMjAzVrFlTL730kt2RAAAAAMDNZZ7e7OQD813Ch1jafPjggw/0wAMPSDo99KNt27aqX7++be+UeMuQIUP06aefSpJeffVVtWrVyuNzt27dWuz+uLg4bdu2zZJ8AAAAAAD4Eku7AlOmTJEk9ezZU++9957CwsKsvLxPGDFihF5++WVJ0gsvvKB7773X5kQAAAAAAPg2S5sPW7dulWEYeuutt6pk42HUqFGaOnWqJOn555/X0KFD7Q0EAAAAAMUwxWsP1cGqVau8fo/4+HhLrmNp8yEkJEQ1a9ZU/fr1rbysTxg5cqR7ZMfkyZM1YsQImxMBAAAAAKqzjh07yjAMr13fMAw5nU5LrmVp86FVq1ZauXKlsrOzq9TIhxEjRrhHPEyePFkjR460OREAAAAAoLpr0qSJV5sPVrK0+TB06FAlJSXplVde0ZgxY6y8tG0KNx6mTJmif/3rXzYnAgAAAIDSuWT/ahfwvtTUVLsjeMzS5sMNN9ygsWPHauzYsZJOrwoRFBRk5S0q1OjRo92Nh2nTpmnYsGE2JwIAAAAAoPKxfA3MxMREhYaGavTo0Xrqqad06aWXlvoKhmEYSkpKsjpGue3evVuTJ0+WJPn5+em5557Tc889V2L9iBEjmAcCAAAAgE8wzdOb3ZxOZ5HfzoeHhys8PNy2PLCP5c2HJ554QpMnT5ZhGDp+/Li+++67Uut99f0Ul8tV5Ot9+/aVWp+Tk+PtSAAAAABQqWRkZCg2Ntb9efz48UpISLAvEGxjafPhrbfe0qRJkyRJsbGx6tKli+rXry+Hw/Ieh9fFxMTI9IVWIQAAwJ9kO/08rj15JMTj2qDMA2XKcfLorx7X5uaf8LjWPPabx7X+Zc1chu9HWb7PAIoXFRWl5ORk92dGPVRflnYFXn75ZRmGoQEDBujNN9+Unx//wQYAAACAimbq9KSTdnM4HIqJibE7BnyApd2BX375RdLpyRlpPAAAAAAAAMnikQ8hISGqUaMGQ2kAAAAAwEYuk6U24VssHZ7Qpk0bHT16VIcOHbLysgAAAAAAoBKztPkwatQoSdLTTz9t5WUBAAAAAEAlZmnzoX379poxY4Zee+01PfDAA0pJSbHy8gAAAAAAD5g+sgEFLJ3zoVmzZpIkf39/zZw5UzNnzlRkZKTCwsJKPMcwDO3YscPKGAAAAAAAwIdY2nxITU09Y9+hQ4dKnQPCMAwrIwAAAABAtceEk/A1ljYfZs+ebeXlAAAAAABAFWBp82HAgAFWXg4AAADF+OWo5yNH96Q09bg29PtvypQjOG+xx7Vmrdoe1xpHj3hc69xywuNaSdqTcqnHtWX5PgMASmdp8wEAAAAAYD/TPL0BvsLS1S4AAAAAAAD+jOYDAAAAAADwqnNuPkREROjSSz1/Z86uawIAAABAdWNKctm8AYWd85wPR44cUVBQkJVZvHJNAAAAAABgLyacBAAAAIAqxmWe3mxl9/3hU8rVfNi3b5/8/f2tygIAAAAAAKqgcjUfTNZuAQAAAAAAZ3HOzYcVK1ZYmcOtRo0aXrkuAAAAAFQXpnjrAb7lnJsPHTp0sDIHAAAAAACoophwEvAxo6If8rj2hqa/lenaTRvt8bg2MOS4x7Unjnm+Ss2uPY08rpWkJbsae1w7Oe3VMl0bACqrL/NWeVzbcvt1HtceOxFYphzRG/Z6XBsYkutx7YljMR7Xpu1t4HGtJK3Y4/lzpSzfZ8DX+MKEk6Ykp9Op1NRU977w8HCFh4fbFQk28rM7AAAAAACgasrIyFBsbKx7mz59ut2RYBNGPgAAAAAAvCIqKkrJycnuz4x6qL5oPgAAAABAFWOapze7ORwOxcTE2B0DPoDXLgAAAAAAgFfRfAAAAAAAAF7FaxcAAAAAUMWYklx2hwAKYeQDAAAAAADwKkY+AAAAAEAV45Iply/MOAn8zqvNhwMHDmjXrl3Kzc1VfHy8N28FAAAAAAB8lFeaD4sXL1ZCQoJ++OEHSZJhGHI6ne7jhw8f1p133ilJWrRokUJCQrwRA/AZXYIHelz7twu2e1zb4vo1ZcrhaBnsca0rPNLjWr+sPR7X1t/0/+3dfZxN5f7/8feaGXN/S4ybYoakDAk5fkIRFd3q5pxUpMgplVBIJ5lRKkTpTvWlEzpOneQop6ITcaJQziFRFGYkTO5mMDPMmNnX748x24y5sWdm7dl79n49Pdajtdd1XWt99rJa1/jMta71s8t1JSn8i64u1/1vhuvneXnOrErFAQDeJPP4ZpfrPpX2k8t1zzlwSaXiCLNiXK4bqHNcrlugky7XPW7SXa4rSQezl1aidkGl9g0AKJ/tcz5MnjxZN998szZu3ChjjHMpLi4uTuHh4friiy/02Wef2R0CAAAAAPg14wULUJytyYd169bpySefVFBQkF566SUdPHhQ8fHxZdYdMGCAjDFavHixnSEAAAAAAAAvY+tjFy+//LIk6YknntCIESMqrHvFFVdIkr777js7QwAAAAAAv+cwhYsnMfoBxdk68mH16tWSpIcffvisdevVq6fIyEjt2bPHzhAAAAAAAICXsTX5sH//fkVFRemcc1ybUKhOnTrKy8uzMwQAAAAAAOBlbH3sIjw8XFlZWXI4HAoIqDivcfToUWVmZqp+/fp2hgAAAAAAfs+c+gN4C1tHPlxwwQUqKCjQpk2bzlp34cKFMsaoXbt2doYAAAAAAAC8jK3JhxtuuEHGGE2ePLnCetu3b9e4ceNkWZb69etnZwgAAAAA4PeMOT3ppKcWoDhbkw/Dhw9XgwYNtGDBAt17773aunVrifKdO3fqueeeU6dOnXTgwAElJCRo8ODBdoYAAAAAAAC8jK1zPkRHR+vjjz9Wnz59NG/ePM2bN89ZFhkZqePHj0uSjDGqV6+e/vnPfyokJMTOEAAAAAAAgJexNfkgSZ07d9bGjRs1evRoLVq0SA6HQ5KUk5MjSc5HLaZPn67ExES7Dw94pbYxwS7XbXZ+qst1gzpEVyqOnPZ9XK5rRbr+/6fJcj3m8KClLteVpGapru+77baWLtddnlOpMACgFitwuebB7P+6MQ4ANclxagG8he3JB0lq1qyZFixYoIyMDK1Zs0Z79+5VQUGBGjZsqMsuu4w3XAAAAAAA4EfcknwoEhcXp2uvvdadhwAAAAAAAF7O1uTD008/rcjISD366KMu1X/llVeUmZmpCRMm2BkGAAAAAPg1Y4yM4ZUT8B62vu0iJSVF06ZNc7n+Sy+9pIkTJ9oZAgAAAAAA8DJufewCAAAAAFDzmHAS3sbWkQ+VdfjwYYWGhnoyBAAAAAAA4GYeSz4sWLBAx44dU9OmTT0VAgAAAAAANWLr1q0KCQmRZVlaurRyr5/3BdV67OLll1/Wyy+/XGLbgQMH1Lx583LbGGOUmZmpo0ePyrIsXXfdddUJoUYcO3ZM06dP18KFC5WamqrAwEBdcMEF6t+/v4YPH67g4GBPhwgAAAAATt4w4STTXZY0bNgw1alTR3l5eZ4OxSOqlXzIzMxUWlpaiW0FBQWltpWnV69eXv+mi127dqlHjx7O7xQeHq7c3FytX79e69ev1/z587V8+XLFxcV5NlAAAAAAgFeaN2+e1q1bp7Fjx/rtSxeqlXzo16+fEhISJBVm1gYPHqyYmBjNmDGj3DYBAQGKjo5WmzZt1KJFi+oc3u0KCgp0ww03KC0tTY0aNdK8efPUu3dvORwOLViwQEOHDtWGDRt011136bPPPvN0uPBiUUGuT/cTHJnjct2CuvUrFUdAdEuX64aFNnG57vEA128lBXX/63JdSQqOPORy3cqcZwAAAF9mxIST3iIjI0NjxozRE088ofPOO8/T4XhMtZIP7dq1U7t27ZyfBw8erLCwMA0aNKjagXmDOXPm6IcffpAkLVy4UF26dJFUmEC5/fbb5XA4dOedd2rJkiVavny5evXq5clwAQAAAABeZty4cYqKitLYsWP13nvveTocj7F1wkmHw6G9e/fauUuPmjt3riSpZ8+ezsRDcf3791diYqKkwmE0AAAAAAD75eTkaMmSJZo0aZJuueUWNWvWTJZlybIspaSkuLSPY8eOKSUlRW3btlVkZKRiYmLUqVMnTZ8+3W3zMKxdu1azZs3SK6+8opCQELcco7ao1sgHX5aTk6Ovv/5aktS3b98y61iWpT59+uiNN97Qv//975oMDwAAAADK5TBGDg9POGmnb7/9Vtdee22V21dnLr+8vDxt2rTJpeOEh4erdevWkgof43/ggQd0ww03VCt2X+HW5IMxRhkZGcrOzq5wplVvfN3mTz/9JIej8CmpNm3alFuvqCw9PV2HDx9W3bp1ayQ+AAAAAPAncXFx6tChg3MZNWqU0tPTz9quunP57d27V506dXIpxnbt2mnjxo2SCt8O+fPPP2vRokWV+p6+yi3Jh08++USvvPKK1qxZo5yciifPsyxL+fn57gijWoo/PtKkSfkT7xUv27t371mTD0lJSWVu37FjRyUjBAAAAICymVN/fEX37t11+PDhEtvGjRvnUtvqzuXXsGFDrVixwqVjRUZGSpKOHDmi5ORkDRgwQAUFBdq+fbskaf/+/ZKkffv2afv27UpMTFRgYKBL+67tbE8+jB07VtOnT3f5nbKefvdseY4dO+ZcDw8PL7de8bLibQAAAAAA9qjOP9BdmcvvySefVGpqqubNm1cq+RAaGqoePXpU6pgZGRnKysrSrFmzNGvWrFLlgwcPllSYhGjYsGGl9l1b2Zp8WLp0qaZNm6Y6dero+eefV9++fZWUlKT69etrzZo1Sk9P1xdffKFXX31VAQEBeueddyp8pMEXbdmypcztSUlJ+vHHH2s4GgAAAADwXZ6ay69BgwZasGBBqe0rV67U66+/rieffFKXXHJJmXNM+Cpbkw9vvfWWLMvSU089pUcffdS5PTAwUM2bN1fz5s112WWXaciQIerZs6eGDBnifB7G20RFRTnXK3p0pHhZ8TYAAAAA4CmOU4u/89RcfuHh4brttttKbc/KypIkdevWTX369KnWMWobW1+1+e2330qShg4dWmL7mY9WnHvuuXrttde0f/9+TZkyxc4QbNO4cWPn+p49e8qtV7yseBsAAAAA8HcbN25UUlJSmUtNqOpcfrCfrcmHQ4cOKTw8XPHx8c5tgYGBZY4cuOqqqxQaGqpPP/3UzhBsc9FFFykgoPD0bN68udx6RWUNGzbkTRcAAAAA4EW8bS6/e+65R8YYvxv1INn82EV0dHSpRENMTIzzdZsRERHO7QEBAQoKCqpwVIEnhYeHq2vXrlq1apWWLl2qMWPGlKpjjNHnn38uSbr66qtrOkTUIsfyXc/z5WWVf1M8U8ThA5WKI/foLy7XzXG4/hYak5Xqct3ASsaclxXpct3KnGcAAABfVvjYhWcn9zeSLrnkEn3zzTcejQPewdaf1Js0aaLjx48rIyPDue2CCy6QJOckH0V++eUXZWVlKSjILW/7tMWgQYMkSStWrNC6detKlS9YsEA7d+6UJN199901GhsAAAAAoGLM5ec9bE0+XHrppZLkfIeqVPh4hTFGf/nLX5Seni5JOnDggIYOHSrLspxtvNGgQYPUtm1bGWN06623avny5ZIkh8OhBQsWOOe26Nu3b6nXsQAAAACApxhj5PDw4uGBF5KYy8+b2Jp8uPHGG2WM0Xvvvefc9tBDDyk2NlYbNmxQ06ZN1aRJEzVq1EirVq2SpDIfZ/AWQUFBWrx4sRISErRnzx717t1bERERioiI0J/+9CcdPXpU7du31/z58z0dKgAAAADgDMzl5z1sTT5cddVVeuedd0pMntGgQQN9+umnOu+885Sfn699+/bJ4XAoPDxcM2fO9PqJNhISErRp0yZNmDBBbdq0kWVZqlOnjjp27Khp06Zp7dq1fvVuVgAAAABwVX5+vtLS0pxLZmZmjR6/aC4/SVq6dGmZdZjLr2bYOuFCaGioc56E4rp06aIdO3ZozZo12r17t2JiYtStWzdFR0fbeXi3iYqK0sSJEzVx4kRPhwIAAAAAZ2VO/fG0ffv2KTEx0fk5OTlZKSkpNRrDoEGDtGrVKudcfp07dy5Rzlx+NaPGZnsMDAxUt27daupwAAAAAAAPK/7IvSTFxsZWeV8ZGRkqKChwfnY4HJIKJ4s8ePCgc3toaKgiI0+/MW3QoEF6+eWX9cMPP+jWW2/V3Llz1atXLzkcDi1cuJC5/GqIR99Lt2XLFt12222eDAEAAAAAfI5DxuOLZBQUFKSEhATnUp3kQ/v27VW/fn3nsnv3bknSCy+8UGL7ww8/XKIdc/l5B48kH37++WfdeeedateunRYtWuSJEAAAAAAAfoK5/DzPlscuCgoKtGLFCm3ZskUFBQVq3ry5rr32WgUHB5eo9+uvv2rChAmaP3++HA6HjDFq0KCBHSEAAAAAAHxYWlpatdozl59nVTv5sHHjRv3xj390TtBRJD4+Xh988IG6desmY4yeeeYZTZ48Wbm5uTLGqEmTJho9erT+/Oc/VzcEwOv9cCTP5bq7tieevdIpUf/7ulJxhOd/4nJdR6zrrxgKyDzsct38TTku15WkXdvbuly3MucZAADAl51+9AHwDtVKPhw6dEjXXHONDh48KGNKXtjp6em64YYbtHXrVj3wwANavHixjDFq0aKFHn/8cQ0aNEh16tSpVvAAAAAAAO9V9KrNIrGxsdWa9wG1V7XmfJg5c6YOHDig4OBgPf300/r222+1bt06paSkKDg4WEePHtW1116rjz/+WA0aNNBf//pXbdu2Tffddx+JBwAAAABwE+MFf6TTr9osWmbMmOHZEwOPqdbIh6VLl8qyLE2ePFkjRoxwbu/UqZOio6P16KOPauPGjUpKStKXX36p+vXrVztgAAAAAEDtYOerNlG7VWvkw7Zt2yRJgwcPLlVWfNvUqVNJPAAAAACAn7HzVZuo3ao18uHIkSOKjY1VVFRUqbLo6GjFxsbqyJEj6tKlS3UOAwAAAACoBOMFE04y3SWKq9bIh4KCAoWEhJRbXlRGdgsAAAAAAP9VreQDAAAAAADA2VTrsQtJysvL06pVq0q9arOoTFK55UUuv/zy6oYBAAAAADjFYRk5LIdng7A8e3h4l2onHzIyMtSjR48K61RUblmW8vPzqxsGAAAAAMDL5OfnKy0tzfk5NjaWx/L9VLUfuzDGVHsBAAAAANjHcWrCSU8ukrRv3z4lJiY6lxkzZnj2xMBjqjXyYcWKFXbFAfi05TmzXK674JcHXa6bk1f+hK9lafb9by7XDY047nLdE9nnulx312+u15WkT3ed53Ld5TkzK7VvAAAAuFejRo20atUq52dGPfivaiUfrrjiCrviAAAAAAD4mKCgICUkJHg6DHiBas/5AAAAAADwLkUPPwDegldtAgAAAAAAt2LkAwAAAAD4GFNs0kdPRgEUYeQDAAAAAABwK0Y+AAAAAADcIj8/X2lpac7PsbGxvPHCTzHyAQAAAAB8jMNyeHwxkvbt26fExETnMmPGDE+fGngIIx8AAAAAAG7RqFEjrVq1yvmZUQ/+i+QDAAAAAMAtgoKClJCQ4Okw4AVIPgBeZuqemZWo68ZA3GaDpwMAAADweQ4ZOeTwdBiAE3M+AAAAAAAAt3LLyIecnBzNnj1bn3/+uXbt2qXjx49rx44dzvIjR47o008/lWVZuuOOO9wRAgAAAAD4LcepP4C3sD35sHHjRt1000367bffZIyRJFmWVaJOdHS0nn32WW3dulXNmzdX586d7Q4DAAAAAAB4CVsfuzh06JCuu+467d69Wx06dNC0adMUHR1dqp5lWRoyZIiMMfroo4/sDAEAAAAAAHgZW5MPM2bM0L59+9SrVy+tW7dOjz76qMLCwsqse91110mSVqxYYWcIAAAAAOD3zKkpJz25AMXZmnz417/+JcuyNHXqVAUEVLzrVq1aqU6dOtq+fbudIQAAAAAAAC9j65wPO3bsUHBwsC655BKX6kdHR+vIkSN2hgAAAAAAfs9YDjksT48+MMrPz1daWppzS2xsrGJjYz0WETzH1pEPDodDQUFBpSaYLK/usWPHFBERYWcIAAAAAAAvsW/fPiUmJjqXGTNmeDokeIitIx8aNWqk1NRU7d+/Xw0aNKiw7tq1a5WXl6eLLrr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"text/plain": [ "
" ] @@ -353,7 +354,7 @@ } ], "source": [ - "gridspec_kw = dict(hspace=0.05, wspace=0.2)\n", + "gridspec_kw = dict(hspace=0.05, wspace=0.05)\n", "label_kwds = dict(\n", " color=\"w\",\n", " ha=\"right\",\n", @@ -383,8 +384,12 @@ "for ax in axes.ravel():\n", " ax.set_xlim(-500, 500)\n", " ax.set_ylim(-5, 5)\n", - "cbar = fig.colorbar(smap, ax=axes, extend=\"min\")\n", - "cbar.set_label(r\"|$\\tilde{V}$| (peak-normalized)\")" + "dly_ticks = [-400, -200, 0, 200, 400]\n", + "for ax in axes[1]:\n", + " ax.set_xticks(dly_ticks)\n", + "cbar = fig.colorbar(smap, ax=axes, extend=\"min\", pad=0.02)\n", + "cbar.set_label(r\"|$\\tilde{V}$| (peak-normalized)\")\n", + "fig.savefig(\"/home/rpascua/presentations/hera_busy_week_2023/zeroth_order_vis_example.jpg\", dpi=150, bbox_inches=\"tight\")" ] }, { @@ -417,8 +422,8 @@ "id": "2b5c2b48", "metadata": { "ExecuteTime": { - "end_time": "2023-02-09T20:24:38.883463Z", - "start_time": "2023-02-09T20:24:38.881138Z" + "end_time": "2023-08-08T16:18:34.836660Z", + "start_time": "2023-08-08T16:18:34.834457Z" } }, "outputs": [], @@ -437,8 +442,8 @@ "id": "b271908a", "metadata": { "ExecuteTime": { - "end_time": "2023-02-09T20:24:39.012660Z", - "start_time": "2023-02-09T20:24:38.884478Z" + "end_time": "2023-08-08T16:18:34.929081Z", + "start_time": "2023-08-08T16:18:34.837508Z" } }, "outputs": [ @@ -461,14 +466,14 @@ "id": "37b085a8", "metadata": { "ExecuteTime": { - "end_time": "2023-02-09T20:24:39.441738Z", - "start_time": "2023-02-09T20:24:39.013861Z" + "end_time": "2023-08-08T16:18:35.359883Z", + "start_time": "2023-08-08T16:18:34.930083Z" } }, "outputs": [ { "data": { - "image/png": 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" ] @@ -521,14 +526,14 @@ "id": "06832ddd", "metadata": { "ExecuteTime": { - "end_time": "2023-02-09T20:24:39.609574Z", - "start_time": "2023-02-09T20:24:39.442966Z" + "end_time": "2023-08-08T16:18:35.652334Z", + "start_time": "2023-08-08T16:18:35.360987Z" } }, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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\n", "text/plain": [ "
" ] @@ -546,9 +551,33 @@ "ai, aj = 0, 1\n", "vis = sim.get_data(ai, aj, \"xx\")\n", "_ = uvtools.plot.labeled_waterfall(vis, ax=ax, **plot_kwds)\n", + "\n", + "arrow_kwds = dict(\n", + "# length_includes_head=True,\n", + " color=\"w\",\n", + "# fill=True,\n", + "# width=1,\n", + " arrowstyle=\"simple\",\n", + ")\n", + "annotate_kwds = dict(\n", + " color=\"w\",\n", + " arrowprops=arrow_kwds,\n", + " ha=\"center\",\n", + " va=\"center\",\n", + ")\n", + "dly_02 = -np.linalg.norm(test_array[2]-test_array[1]) / constants.c.to(\"m/ns\").value\n", + "dly_00 = -np.linalg.norm(test_array[0]-test_array[1]) / constants.c.to(\"m/ns\").value\n", + "dly_11 = -dly_00\n", + "dly_21 = np.linalg.norm(test_array[0]-test_array[2]) / constants.c.to(\"m/ns\").value\n", + "ax.annotate(r\"$-\\tau_{21}$\"+\"\\n\"+r\"$V_{02}$\", (dly_02, 0.75), (dly_02, 3), **annotate_kwds)\n", + "ax.annotate(r\"$V_{00}$\"+\"\\n\"+r\"$-\\tau_{01}$\", (dly_00, -0.75), (dly_00, -3), **annotate_kwds)\n", + "ax.annotate(r\"$V_{11}$\"+\"\\n\"+r\"$\\tau_{10}$\", (dly_11, -0.75), (dly_11, -3), **annotate_kwds)\n", + "ax.annotate(r\"$V_{21}$\"+\"\\n\"+r\"$\\tau_{20}$\", (dly_21, 1), (dly_21, -1.75), **annotate_kwds)\n", + "\n", "ax.text(0.95, 0.95, (ai,aj), transform=ax.transAxes, **label_kwds)\n", "ax.set_xlim(-750, 750)\n", "ax.set_ylim(-5, 5)\n", + "\n", "cbar = fig.colorbar(smap, ax=ax, extend=\"min\")\n", "cbar.set_label(r\"|$\\tilde{V}$| (peak-normalized)\")" ] @@ -583,8 +612,8 @@ "id": "d31bb1a3", "metadata": { "ExecuteTime": { - "end_time": "2023-02-09T20:24:39.661443Z", - "start_time": "2023-02-09T20:24:39.610648Z" + "end_time": "2023-08-08T16:18:35.703791Z", + "start_time": "2023-08-08T16:18:35.653514Z" } }, "outputs": [ @@ -608,8 +637,8 @@ "id": "d16faf43", "metadata": { "ExecuteTime": { - "end_time": "2023-02-09T20:24:39.741615Z", - "start_time": "2023-02-09T20:24:39.662613Z" + "end_time": "2023-08-08T16:18:35.784727Z", + "start_time": "2023-08-08T16:18:35.704927Z" } }, "outputs": [ @@ -652,8 +681,8 @@ "id": "a839be0c", "metadata": { "ExecuteTime": { - "end_time": "2023-02-09T20:24:41.951090Z", - "start_time": "2023-02-09T20:24:39.742694Z" + "end_time": "2023-08-08T16:18:37.106088Z", + "start_time": "2023-08-08T16:18:35.785787Z" } }, "outputs": [ @@ -681,14 +710,14 @@ "id": "06e18a4d", "metadata": { "ExecuteTime": { - "end_time": "2023-02-09T20:24:42.624700Z", - "start_time": "2023-02-09T20:24:41.952190Z" + "end_time": "2023-08-08T16:18:37.706910Z", + "start_time": "2023-08-08T16:18:37.107209Z" } }, "outputs": [ { "data": { - "image/png": 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" ] @@ -743,14 +772,14 @@ "id": "7525463b", "metadata": { "ExecuteTime": { - "end_time": "2023-02-09T20:24:42.789495Z", - "start_time": "2023-02-09T20:24:42.625892Z" + "end_time": "2023-08-08T16:18:37.885837Z", + "start_time": "2023-08-08T16:18:37.708100Z" } }, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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\n", 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" ] @@ -789,14 +818,14 @@ "id": "7752892c", "metadata": { "ExecuteTime": { - "end_time": "2023-02-09T20:24:42.956822Z", - "start_time": "2023-02-09T20:24:42.790676Z" + "end_time": "2023-08-08T16:18:38.061143Z", + "start_time": "2023-08-08T16:18:37.887171Z" } }, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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\n", 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