diff --git a/AdiabaticCouplerLN.ipynb b/AdiabaticCouplerLN.ipynb index d929dde3..0e0a80d3 100644 --- a/AdiabaticCouplerLN.ipynb +++ b/AdiabaticCouplerLN.ipynb @@ -28,7 +28,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 1, "id": "2e7fb6da", "metadata": {}, "outputs": [], @@ -48,20 +48,29 @@ "## Simulation Setup " ] }, + { + "cell_type": "markdown", + "id": "e9b89160", + "metadata": {}, + "source": [ + "First, we use the convenience class [FreqRange](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.FreqRange.html) to define the basic simulation parameters related to frequency and wavelength." + ] + }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 2, "id": "793d5548", "metadata": {}, "outputs": [], "source": [ "lda0 = 1.55 # central wavelength\n", - "freq0 = td.C_0 / lda0 # central frequency\n", + "wvl_width = 0.2 # one-sided wavelength range\n", "\n", - "ldas = np.linspace(1.45, 1.65, 101) # wavelength range of interest\n", - "freqs = td.C_0 / ldas # frequency range of interest\n", + "# set frequency range\n", + "freq_range = td.FreqRange.from_wvl(wvl0=lda0, wvl_width=wvl_width)\n", "\n", - "fwidth = 0.5 * (np.max(freqs) - np.min(freqs)) # width of the source frequency" + "# wavelengths corresponding to frequency points\n", + "wvls = freq_range.wvls(num_points=101, spacing=\"uniform_freq\")[::-1]" ] }, { @@ -76,7 +85,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 3, "id": "115ba800", "metadata": {}, "outputs": [], @@ -105,7 +114,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 4, "id": "d4c0d311", "metadata": {}, "outputs": [], @@ -129,7 +138,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 5, "id": "eccfdf78", "metadata": {}, "outputs": [], @@ -183,7 +192,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 6, "id": "6c05c563", "metadata": {}, "outputs": [], @@ -221,37 +230,17 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 7, "id": "ce2e29f0", "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
13:24:42 PDT WARNING: Default value for the field monitor 'colocate' setting has\n",
-       "             changed to 'True' in Tidy3D 2.4.0. All field components will be    \n",
-       "             colocated to the grid boundaries. Set to 'False' to get the raw    \n",
-       "             fields on the Yee grid instead.                                    \n",
-       "
\n" - ], - "text/plain": [ - "\u001b[2;36m13:24:42 PDT\u001b[0m\u001b[2;36m \u001b[0m\u001b[31mWARNING: Default value for the field monitor \u001b[0m\u001b[32m'colocate'\u001b[0m\u001b[31m setting has\u001b[0m\n", - "\u001b[2;36m \u001b[0m\u001b[31mchanged to \u001b[0m\u001b[32m'True'\u001b[0m\u001b[31m in Tidy3D \u001b[0m\u001b[1;36m2.4\u001b[0m\u001b[31m.\u001b[0m\u001b[1;36m0\u001b[0m\u001b[31m. All field components will be \u001b[0m\n", - "\u001b[2;36m \u001b[0m\u001b[31mcolocated to the grid boundaries. Set to \u001b[0m\u001b[32m'False'\u001b[0m\u001b[31m to get the raw \u001b[0m\n", - "\u001b[2;36m \u001b[0m\u001b[31mfields on the Yee grid instead. \u001b[0m\n" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "# add a mode source as excitation\n", "mode_spec = td.ModeSpec(num_modes=1, target_neff=n_e)\n", "mode_source = td.ModeSource(\n", " center=(-buffer / 4, 0, 0),\n", " size=(0, 3 * w, 6 * h),\n", - " source_time=td.GaussianPulse(freq0=freq0, fwidth=fwidth),\n", + " source_time=freq_range.to_gaussian_pulse(),\n", " direction=\"+\",\n", " mode_spec=mode_spec,\n", " mode_index=0,\n", @@ -262,7 +251,7 @@ "mode_monitor = td.ModeMonitor(\n", " center=(L + buffer / 4, d12 + d23, 0),\n", " size=(0, 3 * w, 6 * h),\n", - " freqs=freqs,\n", + " freqs=freq_range.freqs(num_points=101),\n", " mode_spec=mode_spec,\n", " name=\"mode\",\n", ")\n", @@ -271,7 +260,7 @@ "field_monitor = td.FieldMonitor(\n", " center=(0, 0, 0),\n", " size=(td.inf, td.inf, 0),\n", - " freqs=[freq0],\n", + " freqs=freq_range.freqs(num_points=1),\n", " fields=[\"Ex\", \"Ey\", \"Ez\"],\n", " name=\"field\",\n", ")" @@ -289,13 +278,13 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 8, "id": "84b1ddac", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", "text/plain": [ "
" ] @@ -307,7 +296,7 @@ "source": [ "# define simulation domain size\n", "Lx = L + 2 * buffer\n", - "Ly = d12 + d23 + w + 2 * lda0\n", + "Ly = d12 + d23 + w + 2 * td.C_0 / freq_range.freq0\n", "Lz = 4 * h\n", "sim_size = (Lx, Ly, Lz)\n", "\n", @@ -317,7 +306,7 @@ "sim_te = td.Simulation(\n", " center=(L / 2, (d12 + d23) / 2, 0),\n", " size=sim_size,\n", - " grid_spec=td.GridSpec.auto(min_steps_per_wvl=12, wavelength=lda0),\n", + " grid_spec=td.GridSpec.auto(min_steps_per_wvl=12, wavelength=td.C_0 / freq_range.freq0),\n", " structures=[wg1, wg2, wg3],\n", " sources=[mode_source],\n", " monitors=[mode_monitor, field_monitor],\n", @@ -356,44 +345,51 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 9, "id": "563f8c34", "metadata": {}, "outputs": [ { "data": { "text/html": [ - "
             Created task 'TE' with task_id                                     \n",
-       "             'fdve-464d389c-8a31-486c-906c-a016c8aa6db7v1' and task_type 'FDTD'.\n",
+       "
14:41:17 EDT Maximum FlexCredit cost: 28.450 for the whole batch.               \n",
        "
\n"
       ],
       "text/plain": [
-       "\u001b[2;36m            \u001b[0m\u001b[2;36m \u001b[0mCreated task \u001b[32m'TE'\u001b[0m with task_id                                     \n",
-       "\u001b[2;36m             \u001b[0m\u001b[32m'fdve-464d389c-8a31-486c-906c-a016c8aa6db7v1'\u001b[0m and task_type \u001b[32m'FDTD'\u001b[0m.\n"
+       "\u001b[2;36m14:41:17 EDT\u001b[0m\u001b[2;36m \u001b[0mMaximum FlexCredit cost: \u001b[1;36m28.450\u001b[0m for the whole batch.               \n"
       ]
      },
      "metadata": {},
      "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/html": [
-       "
             View task using web UI at 'https://tidy3d.simulation.cloud/workbenc\n",
-       "             h?taskId=fdve-464d389c-8a31-486c-906c-a016c8aa6db7v1'.             \n",
-       "
\n"
-      ],
-      "text/plain": [
-       "\u001b[2;36m            \u001b[0m\u001b[2;36m \u001b[0mView task using web UI at \u001b]8;id=758160;https://tidy3d.simulation.cloud/workbench?taskId=fdve-464d389c-8a31-486c-906c-a016c8aa6db7v1\u001b\\\u001b[32m'https://tidy3d.simulation.cloud/workbenc\u001b[0m\u001b]8;;\u001b\\\n",
-       "\u001b[2;36m             \u001b[0m\u001b]8;id=758160;https://tidy3d.simulation.cloud/workbench?taskId=fdve-464d389c-8a31-486c-906c-a016c8aa6db7v1\u001b\\\u001b[32mh?\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=996820;https://tidy3d.simulation.cloud/workbench?taskId=fdve-464d389c-8a31-486c-906c-a016c8aa6db7v1\u001b\\\u001b[32mtaskId\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=758160;https://tidy3d.simulation.cloud/workbench?taskId=fdve-464d389c-8a31-486c-906c-a016c8aa6db7v1\u001b\\\u001b[32m=\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=996820;https://tidy3d.simulation.cloud/workbench?taskId=fdve-464d389c-8a31-486c-906c-a016c8aa6db7v1\u001b\\\u001b[32mfdve\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=758160;https://tidy3d.simulation.cloud/workbench?taskId=fdve-464d389c-8a31-486c-906c-a016c8aa6db7v1\u001b\\\u001b[32m-464d389c-8a31-486c-906c-a016c8aa6db7v1'\u001b[0m\u001b]8;;\u001b\\.             \n"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
+    }
+   ],
+   "source": [
+    "sims = {\n",
+    "    \"TE\": sim_te,\n",
+    "    \"TM\": sim_tm,\n",
+    "}\n",
+    "batch = web.Batch(simulations=sims, verbose=True)\n",
+    "estimate_cost = batch.estimate_cost()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "id": "bc118dae",
+   "metadata": {},
+   "source": [
+    "Once we confirm that the cost is correct, we run the batch of simulations in parallel."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "id": "ddac33a0",
+   "metadata": {},
+   "outputs": [
     {
      "data": {
       "application/vnd.jupyter.widget-view+json": {
-       "model_id": "6d905bddd8344169aa2fb5894ecab331",
+       "model_id": "4c481d9a276545ea9c260d1901ea09b7",
        "version_major": 2,
        "version_minor": 0
       },
@@ -417,11 +413,11 @@
     {
      "data": {
       "text/html": [
-       "
\n",
+       "
             Started working on Batch containing 2 tasks.                       \n",
        "
\n"
       ],
       "text/plain": [
-       "\n"
+       "\u001b[2;36m            \u001b[0m\u001b[2;36m \u001b[0mStarted working on Batch containing \u001b[1;36m2\u001b[0m tasks.                       \n"
       ]
      },
      "metadata": {},
@@ -430,13 +426,11 @@
     {
      "data": {
       "text/html": [
-       "
13:24:43 PDT Created task 'TM' with task_id                                     \n",
-       "             'fdve-77e8c78b-5a0f-4c3b-8975-506e1f583500v1' and task_type 'FDTD'.\n",
+       "
14:41:20 EDT Maximum FlexCredit cost: 28.450 for the whole batch.               \n",
        "
\n"
       ],
       "text/plain": [
-       "\u001b[2;36m13:24:43 PDT\u001b[0m\u001b[2;36m \u001b[0mCreated task \u001b[32m'TM'\u001b[0m with task_id                                     \n",
-       "\u001b[2;36m             \u001b[0m\u001b[32m'fdve-77e8c78b-5a0f-4c3b-8975-506e1f583500v1'\u001b[0m and task_type \u001b[32m'FDTD'\u001b[0m.\n"
+       "\u001b[2;36m14:41:20 EDT\u001b[0m\u001b[2;36m \u001b[0mMaximum FlexCredit cost: \u001b[1;36m28.450\u001b[0m for the whole batch.               \n"
       ]
      },
      "metadata": {},
@@ -445,13 +439,13 @@
     {
      "data": {
       "text/html": [
-       "
             View task using web UI at 'https://tidy3d.simulation.cloud/workbenc\n",
-       "             h?taskId=fdve-77e8c78b-5a0f-4c3b-8975-506e1f583500v1'.             \n",
+       "
             Use 'Batch.real_cost()' to get the billed FlexCredit cost after the\n",
+       "             Batch has completed.                                               \n",
        "
\n"
       ],
       "text/plain": [
-       "\u001b[2;36m            \u001b[0m\u001b[2;36m \u001b[0mView task using web UI at \u001b]8;id=243948;https://tidy3d.simulation.cloud/workbench?taskId=fdve-77e8c78b-5a0f-4c3b-8975-506e1f583500v1\u001b\\\u001b[32m'https://tidy3d.simulation.cloud/workbenc\u001b[0m\u001b]8;;\u001b\\\n",
-       "\u001b[2;36m             \u001b[0m\u001b]8;id=243948;https://tidy3d.simulation.cloud/workbench?taskId=fdve-77e8c78b-5a0f-4c3b-8975-506e1f583500v1\u001b\\\u001b[32mh?\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=370759;https://tidy3d.simulation.cloud/workbench?taskId=fdve-77e8c78b-5a0f-4c3b-8975-506e1f583500v1\u001b\\\u001b[32mtaskId\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=243948;https://tidy3d.simulation.cloud/workbench?taskId=fdve-77e8c78b-5a0f-4c3b-8975-506e1f583500v1\u001b\\\u001b[32m=\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=370759;https://tidy3d.simulation.cloud/workbench?taskId=fdve-77e8c78b-5a0f-4c3b-8975-506e1f583500v1\u001b\\\u001b[32mfdve\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=243948;https://tidy3d.simulation.cloud/workbench?taskId=fdve-77e8c78b-5a0f-4c3b-8975-506e1f583500v1\u001b\\\u001b[32m-77e8c78b-5a0f-4c3b-8975-506e1f583500v1'\u001b[0m\u001b]8;;\u001b\\.             \n"
+       "\u001b[2;36m            \u001b[0m\u001b[2;36m \u001b[0mUse \u001b[32m'Batch.real_cost\u001b[0m\u001b[32m(\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m to get the billed FlexCredit cost after the\n",
+       "\u001b[2;36m             \u001b[0mBatch has completed.                                               \n"
       ]
      },
      "metadata": {},
@@ -460,7 +454,7 @@
     {
      "data": {
       "application/vnd.jupyter.widget-view+json": {
-       "model_id": "e01debbea14f4d5aa7907c2996533363",
+       "model_id": "0389f36af360427cb42656af788dc499",
        "version_major": 2,
        "version_minor": 0
       },
@@ -474,21 +468,11 @@
     {
      "data": {
       "text/html": [
-       "
\n"
-      ],
-      "text/plain": []
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/html": [
-       "
\n",
+       "
14:41:21 EDT Batch complete.                                                    \n",
        "
\n"
       ],
       "text/plain": [
-       "\n"
+       "\u001b[2;36m14:41:21 EDT\u001b[0m\u001b[2;36m \u001b[0mBatch complete.                                                    \n"
       ]
      },
      "metadata": {},
@@ -497,77 +481,9 @@
     {
      "data": {
       "text/html": [
-       "
13:24:55 PDT Maximum FlexCredit cost: 28.428 for the whole batch.               \n",
-       "
\n"
-      ],
-      "text/plain": [
-       "\u001b[2;36m13:24:55 PDT\u001b[0m\u001b[2;36m \u001b[0mMaximum FlexCredit cost: \u001b[1;36m28.428\u001b[0m for the whole batch.               \n"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "sims = {\n",
-    "    \"TE\": sim_te,\n",
-    "    \"TM\": sim_tm,\n",
-    "}\n",
-    "batch = web.Batch(simulations=sims, verbose=True)\n",
-    "estimate_cost = batch.estimate_cost()"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "id": "bc118dae",
-   "metadata": {},
-   "source": [
-    "Once we confirm that the cost is correct, we run the batch of simulations in parallel."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 11,
-   "id": "ddac33a0",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "
13:24:56 PDT Started working on Batch.                                          \n",
-       "
\n"
-      ],
-      "text/plain": [
-       "\u001b[2;36m13:24:56 PDT\u001b[0m\u001b[2;36m \u001b[0mStarted working on Batch.                                          \n"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/html": [
-       "
13:25:07 PDT Maximum FlexCredit cost: 28.428 for the whole batch.               \n",
-       "
\n"
-      ],
-      "text/plain": [
-       "\u001b[2;36m13:25:07 PDT\u001b[0m\u001b[2;36m \u001b[0mMaximum FlexCredit cost: \u001b[1;36m28.428\u001b[0m for the whole batch.               \n"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/html": [
-       "
             Use 'Batch.real_cost()' to get the billed FlexCredit cost after the\n",
-       "             Batch has completed.                                               \n",
-       "
\n"
+       "
\n"
       ],
-      "text/plain": [
-       "\u001b[2;36m            \u001b[0m\u001b[2;36m \u001b[0mUse \u001b[32m'Batch.real_cost\u001b[0m\u001b[32m(\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m to get the billed FlexCredit cost after the\n",
-       "\u001b[2;36m             \u001b[0mBatch has completed.                                               \n"
-      ]
+      "text/plain": []
      },
      "metadata": {},
      "output_type": "display_data"
@@ -575,7 +491,7 @@
     {
      "data": {
       "application/vnd.jupyter.widget-view+json": {
-       "model_id": "547b6145a3ec4ad997fe9d58ff6cf8af",
+       "model_id": "0bee2029e798497a88ecb074229802c1",
        "version_major": 2,
        "version_minor": 0
       },
@@ -586,19 +502,6 @@
      "metadata": {},
      "output_type": "display_data"
     },
-    {
-     "data": {
-      "text/html": [
-       "
13:41:11 PDT Batch complete.                                                    \n",
-       "
\n"
-      ],
-      "text/plain": [
-       "\u001b[2;36m13:41:11 PDT\u001b[0m\u001b[2;36m \u001b[0mBatch complete.                                                    \n"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
     {
      "data": {
       "text/html": [
@@ -608,19 +511,6 @@
      },
      "metadata": {},
      "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/html": [
-       "
\n",
-       "
\n"
-      ],
-      "text/plain": [
-       "\n"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
     }
    ],
    "source": [
@@ -637,18 +527,18 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": 11,
    "id": "4c03ce27",
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/html": [
-       "
16:35:50 PDT Total billed flex credit cost: 24.448.                             \n",
+       "
14:41:35 EDT Total billed flex credit cost: 24.436.                             \n",
        "
\n"
       ],
       "text/plain": [
-       "\u001b[2;36m16:35:50 PDT\u001b[0m\u001b[2;36m \u001b[0mTotal billed flex credit cost: \u001b[1;36m24.448\u001b[0m.                             \n"
+       "\u001b[2;36m14:41:35 EDT\u001b[0m\u001b[2;36m \u001b[0mTotal billed flex credit cost: \u001b[1;36m24.436\u001b[0m.                             \n"
       ]
      },
      "metadata": {},
@@ -679,129 +569,13 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 12,
    "id": "1af4cf04",
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "application/vnd.jupyter.widget-view+json": {
-       "model_id": "014be1ff64724ea98b786fa1f3c0707c",
-       "version_major": 2,
-       "version_minor": 0
-      },
-      "text/plain": [
-       "Output()"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/html": [
-       "
\n"
-      ],
-      "text/plain": []
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/html": [
-       "
\n",
-       "
\n"
-      ],
-      "text/plain": [
-       "\n"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/html": [
-       "
13:41:14 PDT loading simulation from                                            \n",
-       "             data/fdve-464d389c-8a31-486c-906c-a016c8aa6db7v1.hdf5              \n",
-       "
\n"
-      ],
-      "text/plain": [
-       "\u001b[2;36m13:41:14 PDT\u001b[0m\u001b[2;36m \u001b[0mloading simulation from                                            \n",
-       "\u001b[2;36m             \u001b[0mdata/fdve-\u001b[93m464d389c-8a31-486c-906c-a016c8aa6db7\u001b[0mv1.hdf5              \n"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "application/vnd.jupyter.widget-view+json": {
-       "model_id": "8f492449f452456489244ec0ad84b2d7",
-       "version_major": 2,
-       "version_minor": 0
-      },
-      "text/plain": [
-       "Output()"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/html": [
-       "
\n"
-      ],
-      "text/plain": []
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/html": [
-       "
\n",
-       "
\n"
-      ],
-      "text/plain": [
-       "\n"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/html": [
-       "
13:41:45 PDT loading simulation from                                            \n",
-       "             data/fdve-77e8c78b-5a0f-4c3b-8975-506e1f583500v1.hdf5              \n",
-       "
\n"
-      ],
-      "text/plain": [
-       "\u001b[2;36m13:41:45 PDT\u001b[0m\u001b[2;36m \u001b[0mloading simulation from                                            \n",
-       "\u001b[2;36m             \u001b[0mdata/fdve-\u001b[93m77e8c78b-5a0f-4c3b-8975-506e1f583500\u001b[0mv1.hdf5              \n"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "image/png": 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\n",
-      "text/plain": [
-       "
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-     "metadata": {
-      "needs_background": "light"
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-     "output_type": "display_data"
-    },
-    {
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nn322ez1hwgSsXbvWHbN582Y8/vjjWLRo0bCddsqYtORUTV9jGIZhGAaDPrtq7733xtFHHx2V7bXXXthnn31c+bnnnouVK1dixowZ6O7uxoUXXohFixaN2MwqYAyKnKrpawwzUggIEGh0uJWG1IU0dIbfUXHtGGaoEBIggNA3fH2OQMbjq666ClJKnHnmmejp6cGSJUvwhS98YVD7aJcxJ3LC6WvNRE5PTw96enrcdhpBzjAMwzAdiQ0ublZnAKxbty7anjRpElavXo3Vq1cPqN3BZEyJnEbT18q44oor8LGPfWyIR8WMFazFxb4e7LbbO2Aw+x+YhaVf10L0p8/BsQSJfvXNMCNJBsg6SO0Zth6JWgg8Hu5p7SPAmPm16M/0tUsvvRQ7d+50f1u2bBniUTIMwzDMKGAIl3UYS4wZS06z6Ws9PT3Isiw6piqhETO2GEwLTEvHD3pcS/+fJdo635YsHI3rNLeSZE32t2ZpEW1cE7bcWFq9DtYFIYPXgz2ORn2U7U/HrtDe+MLjW+m72Rib9aVK/q1qv5UxA0QKSg1jyASvQg5gDIkcO30t5JxzzsHhhx+OSy65pCBwGIZhGGbckiv916xOhzNmRE4r09dah2dyDBZDGeeS9tN65XbH0Z6lwI6lrRlV1hpBqgWLS/X+cqtGtcCvsoKklpRqa0lr9crKy6w1jawyDfe1+x6JkX/oIcoB6LEQ5aNiTMzIQZSjrz58yxtQC0tT9WPpqjHHmBE5DMMwDMO0CLurAIxxkZNOXxvrhFaRwTg+tTKElgf7OrTClB3bipWmsM8uRhdaVNLtQcU+5Zf5/s2QGllc2or58HXTFqstEcETfOFSNbeAFOs03l/YblA/em3qpRaHsI5E+bHFtrKK8vQYX09WvXel16ixVaSqreFEQY2KcTCjAwLh2ef/b/g6ZJEDYIyLHIZhGIZhirC7SsMiJ6DMmpFaPJod06gtSxrL0Si2I7WopOOqqt+oLQgBQcX6ZRYZW89ZYVqyyEhAJFaVARhxWo+BMU/3pRaVRtYOaxXIURbf0swyUlUPidWDzC+KENJtCyFdewQFAdnEQiIrLS3SWWKK1hZr+fDbYZ2scKytL5N69jhX37Zry0WyHVxPSTLqN9wnIKO+UguIpGprUFl9XTb4lkM1wEUWBzImQa1ZhUgoV5fE4N/FBEnXbvi60f507O2OMTy+7Niy/a2Oser80jbDfpodW1Y3V314AmtLjxsScnKrjDes0+GMU5EjgBbES9m/ZcKlStBUiZHK7VBUVPRVtR2JkHC7FCtCKgiFjHU92ZuICKdSFvHXSerXQvrHhfDmXVZmywtBunq6pmjUbyAaPOUuEz3OardLO+6gKldQMxdNON70Bm1FkD42ayhyJOK6jURJKEhCMSKRORFht8PjbJtWpLhtCAiKt+1NXJge3bYQkMmVEBCQQvi2go9s2TYAyKBMJJ/xqO1hmFtgvyat5lNrNqahEGXM6KGPetBaGtvBoZ1VyDuZcSpyGIZhGKaDUWieyofdVZ3JscceAykzY8/R2GcoCl63Q6iH+/081s5jYdmxDQmTWAHtf7rbCOgtCzxum0ZTjQWIqPAkr8miemXtpfYEXTe1pqSWs9D1JkvriZI+vJUlqJe4k8ra9tbAzD/hi9DaErYfWFactcaeV6YtJsggSCTHh9YabZURzgZj6pLf1v/3VkptbbHbujVhyrwFx5b5d0AE103aAsTWG/dvYr8L3xb7UiYfg/LPxcC/14NNs/EMtjVqsCxOTPsQAT3154Hbh7NTNP8Ad74hZ3yKnEaMue/3QIRRU6wwGg7CvhoLnPBfTxqnUnWjC2+1ZuZYPwROM3ETtlsaO5W6yCKXlBcrrQgc7yLKInFj27ICJ46nsY4o4WIHQoFjBVEWjMP+F7qg+iNu3JkKxPUDYZOKmjJBEwosJPVT+jvHaSCPBc0Y9nlXY+7HrYMQw/9+s7tKM+5FTmjNKQiG0CJRJSSCfQ3bCstTGlk90mnY6bgiwp/jBkIBAlSw7NjjfFu6nj8GSKaUl445jN2R7kZUbXkJiYWKPyYODLaWHCAUG/H5FKI/EuuLgATBBgLHXwMbr+ICgZNr6feTuZGXCRsJG4+krSkZCCY5HDLdhok5ylCDMmPRMTZ+PLr3WtB+hizYlhTG4XjhAkLBMlNmlQktMvpKG+uMESBSeOuKBCATkZIF+zMjagS0GLFtxscHr6Vrxh1n90XHibiefR3uC8vS1+5a9eMmb+8BUgz+bNv+jKfs2HFwn+oI9kwY3v6oDlCT/JNUH56xjCTjXuQwDMMwTMfBMTkAWOQAqLDituKYbmh9MTOYQouLm6VUtXBccExEUC8NWoAEnIWgego8YOONRGBlkslxscsk6tuckzCp6t05OlLLjbaQeKtLHakVpgpvnakbq4YM2jQzf4T+BovoI2zdOEXXVWhZgdCzi5Q5l0xMcLOdgKKlRspaMv3b9GnaCuNn9CiEdz8JIEMNQkjk5rEpE12QEFBCz0HLxEQQ5a6/mphormiOjGrI0AX7/kuqIQsezzIzM4oEIaPMRPD49z0z74mAtbpYy413J2XwbiRrubFvQU34T0ImRWSJ0fv1OUrzZ0dmrS5Z1FZsgZGhCV8AmfAWUWvN0decvHUoKAvHAVhrkE/60MiuWZWnMjWWprS7rGRKlX217KdksLxLNs6w6lsngnqD2S/jIQB7+obXbMJ5cjTjW+QUfsm8YIi3E8GSuorajotJhY7uI3QPRcN0P9l5cry9kVpRpaegU3Ks/wUP6lpXjbtBJ9Pp01996BshIRZIrpzMzVTUjIghc3OtAaKue7BxIiIRdg47pppxJWXmumR68MLmkckAd57eXeTyzlhR4wbop0yT0O4facQSQSGTWuQoZUSI7AKEBFHd9ycQCIeavbhG5Pi+/JRuX5ahBilqyKDb169rUOb97KJJAIAcur8usiJHC5caau69kSQxATWXr6WGDJmQICJIIby7yV45aV97V1MoZLSo8u6PTPqzccIlcBvVgtcCQE36m2IW7LeiJRQ9NUmRSKkJ7zTNgn4EyAikUPSQEU4U9R8HIvvPqhS+L3uTtwIorWtFkX2NpG5IM8HQjNil5vss++ZLkZS1qj4aDE6RcO0qE3dVtd0SzS5Guj/cbvdCNlNqVf20S7O22mnb1FUk8FzW088B9RNCczU+Dlyd41vklBFZSIDSR6yI8uc6J0zSJFSB1aRRnp7U2lI53PTnUQiAbI6acvElhAAo6NvUK+YCqggGFv5GGrVp6gmhTLf2eVwCLvdKGOcTn1tsg5Ig5BCQkDIDEYFIiyUpMuSk3D4fX2PETBIcrPPC6I+6ojqkyCBlDVA6n4+UXQCATOp2pLG01I0IyERXlNfHWmZ8Xh4/u0n3l7n+iHLUxERIylA346lRF2rogkIdgEQXdYFAWvxQhgmknfdKKNSoZkSN7r+GDDUh3LtSExKZECDS4qUmrOgkZMKLHG2xEd6CInxQcGiNyUJrjNAiJhM67iMTwAQZfBoE0BUKEUGoSW9hkYIiUVQTBCn0pyuDfi2D/ZmwuZD0awSWHinJCB0bi6UFTxibEt6chWlfv+fmxi4IIKukwoRUwm+H+0mUigJ3WPLtqxJLZXXT8RbGhGLMTvjcUWWJstshinxb6euwn3S7FZo931WFObZybDt9NeqnXZq11c44LIqASX17+jegfkLU/BoM2ZyVUQSLnAFRJUDS8lgIlYkbL0qa9xob46v70ZWtyLD7K8YcBVCLinrGouL6CN1CJigY0hiMTEirkACRD7p127aNRCwhzAYsYAWPtqSZ9sKMwcYNpZ0wxn2UWHKkqDlLjh2DEDVIqa0/NrCXhLaoWSuPJIIUGWqiCwTl1iLKhBUhNuFdzbTrZzRlZNusoUYTdB3z3nZhImo0AXWhZzZ1URcUlLESZeiCbj8nhRoydAmJ3JxPDQITZAYCgQiYIHVwcChq9A1PRFYaIYRzD6Uuppp5+53IEf5dqUktThQEMkGYEIiaTFjrjLEqmW3A9qPcNgBMkArSWEgyu8+KHBAyad2FRsBYoWLEjBU2ACClcm4sa12RmREUJCClFUMEIqGPKxM5jbZJ+GNNuyFVYqPRTT1ENBE5TetXkI45dceVuebKtquw1zR93axuu8em7djzadZuf9pup61G51C1TQSgb3gtOVQHmiXJ5sBjhmEYhmHGHByToxm3Isdp7cSCUfasVOoSaqmP8vZarhMEGaexNtXEgcKAQjHYNwNEHjzWVbjcjBvEvg6306R7VDFXUe+z7i3fhnVd+XrSvw9mTBRYbkA2Hke4P1grTnB+zoKUBFG7qd2ktGXHuoCEDxTW5vo8cEfpGBmJDEoAGWx+GWO5sYHJxjUlkQXBwtY9pi1FGWWA0G4xSTpYWJplGDLzB9KBxDVrESKBmpCoiQzC/BrVpERNGHeIAGpSGHeVgJRxoLAU2tJjsa4nYSw1GYDMlNkYFxdXYw7rEtbtQ8ZdZb8r8bau6y03AkBNKtQCd20tI2Ru2j5Qy2LLTpZ564sQ3rIjpLHsSHLWDueu8jPxARFbbtLVQYTU1i/rniq1uqhkX2LZCWn3BlFYPaSZ5aZQ33YcvK7aDjeTlVJs2+nKKlUrrTTEmtJa3R9uNzu2nb4a9dNuu+1st1iXFNDbN7yKgt1VmnErcppRHS+TBP0OAulvVKukSeZambk0lITuJX+rK60JgFBIiGf22XicuFQWtgm5d00JBYJ1W3l3lh5XlYtO6vuMsGsyKSi3VpQWUH7NJ+uG8QHUoBx6ccssSJ5XM23VjHsLZtZT5lx0Gey2bVO6f/0KU1rI6Dga7z6UxiVl4ycyYdxVgpBBoCaF+52NZjAJL2b0bCq/HQYeW/cUTI+ZibMhit1VWhQRugIRM0ESalaYAMikCtxXhAmZcm4HAWBClrsbu5SqUtSEgsZ+pKyIscJFCMB5JIn8Wq0i0PLuBqTdZEICdrKgFxDktwkmV5PdlQa7IP4ZKJt6VRHWZscWF8Cdf3R8ckyVm6l0XMl9NRQ8ldu1knNI22223W5d20+L1y6i1XGkbZW13einvb9jNtuySc6aQUcJ/desToczPkVOqbnGPf8inHnU+CElFkKRWOlPdNqQ0D8x1jxxXzNRFcfAtHu6wsQnlY2jTASVtxFac3zyP5hYGhXsa4au36otzYuW8PfPZRYOffbh6+A/PX5jmRL+cyWTf23wcA7/ERbmBu0isKylxtQV4XYgcLQg8tFe1rKj2yBXX+8jF7vjrSdwlhkbNZZB+W3h43ekETFO9FjR4mJuCCLYLzMtaABrtTHiR5prYw17iagRwU3H3rzdjRzB97Xq5hVaN9IH8fSjmSX/2joieB3uKgvds/vKvn6yvNtCVa+JiztlLI5E1XYWHxNMdtSE22GIXlg3PKdwTOF2WrfqmjYSIs3aLrsWYV9l55D2U9VWOuYG22KYRQ67qzTjU+QwDMMwTAejcgGVN35Ybba/E2CRU4qW63aqd+U07zbaapsBL3A59PTfNdb8uEZtU+GRuqoN+xieFY5RkQVONbXmtGrF0XWVeTj0pgAFBTKuHYIPsKIg2IqC//T4w9embWH7CPuDq6OPEW4OnAIgSf8rzPEi3E7bEt5iJQHkbsaQWZiCzIOyEMjJTBEn3R+ROZ70TC4FcrPCJPQUbPeRJkCpIKePVHqtHQgICSiljyFjcVI5mdgp7WLyHrzAXQXvjSK7n4JZT3X4a11P3FXKj8tth8fmFW4he3J2ux2XS0V7Qga7wmMS42VDd1V4HmGXgXWCSsZFCvquEB6XXJPSfsLtdo8Nr33VtUvPMbwWzdpO+7Gmz7L3PO2r0eejbMzhdtIPNTc+DypELVhyOCaHKdKifa8/n54BfuLaFx3K3EWCNqxzIWnLJvirJgdRpm8IwS+Azm9TvGZk+zZ411I4vTyOifDj0McTKb0tVFRuXkT1bIwO2ShAAf8LQApkbsqE3NTX5Uoo4xqzYkVChPMuKYcSwk1Rt4HHVuAoKOQiR0aZEw+6F/2fjQSCqS0gtOsJQK57gyJCbuOLSCJX/p2oK+1Sykn7pwTp+gAAKbyIsb5Uaz43N/CaBOzZZDCVjWIwyQD8ZYIOgBdGpOn4JOnvRUrHRelcLPYObO/cxgVno7UEjLS07isBlRl3ngk8llLnzXExOrmO0dF1THCxbdecVyHwWBAoF4XAY+v6ahrfMsDA47IAX78z7mzUBB73FY8bNJwSTV63e2yzfe203ezYRttt9KuGN02Ombre+EG51Wn2YxkWOU1pFIk2cJpbiVTxxzW4WabBx4VjAejbV/iLXPJIEfy6l+d6TeqKHNZhHgsi+zoHMMEJHC1WjOgpPPoII0C8RUUfF4gQKCeMtHAKxhs8sqQJGMlIF5vN2PajUHcCSIkugHIjcHLkog5BEuaWDWWEj82TE1p47WKY5PJ45F5EuCRydSjhz6cuBGqYACVyKOSQJlanLuogEDKTzDGH0otqquAdUwpCZlBG/AmlrTP6GgAUxFioHMgFXEJABUDmfvZULoBcBaEk0ggmp3uFCUTWgiQT2pID86nT1hp/resiQ428FaiuBGpmFU4BoC7jZH81Jd3NOYPSIgaozJMjg5lcYZ4cAFE8jxM5iejpb54cwLcTUiaQGgUGt5Mnp8yIW5UnJ8yLE27b8TZbtqLdPDmNGEiOmXbbbqffwRpzs3No1G9PzzAH5SihZws2qdPpsMgJaNktRVQMkGunPWd1SIWF+VFCS80nbaj43+CXLRYhJoKuUJaSlimEtlctWuytN3MWFwocIKkbKLbehOLRnwO58doblgJFAc4687EWQeSmebsVxckLnci64yw5CkrVISWc8FHWlmH3U27ETR0gvdwCGetNLiTMTGftgoLUa1BF1h0tcMit86UtLORupIAS5Pq1VqzciB67Wnhd1I148RmPCRlIkbPOkMjMD6uZKUXeuqET7AkIcx1sxuO69KuDSwRLNZAPNLb7a6RncOnTEGY2lw9o7lN+NpediWXpEiIKaq4JH0hsMx67pRxEnPFYgEyWYxiho8+nKuNxKHjs8TDHNsx43ETkhLSa8bhs6YgyRirjsW17MDIet8tQzbkoTQfQz36GYoxCAM/1DMGJN0ApAdVExDTb3wmwyGEYhmGYDoNasOQ0tfR0ACxyCmgLQ2yFKXe+V1t+9BN+XLnaxeRd7akzPbDGuCCTRlakNMqwxE6N2LITW5AIRfecKhxnn1V9Aj5r0dHRJNadJEQYrmsjTXQEh46lqUd9uWOse8q4uJTy0X+hpYdQjMmBUPoh3BlNFJTQyye4NiEBBbcKuVC9/mwph5ASSkgo1etcXwSzSjgJd02Uu3r+/VZQyEQO6WJwbJ/eGqWEjtvJRd0dIyHdAp06tkaiT/RhAiYgN30DQB9JTKAabFYgZSw3ZQt0ZkJAkrelCZgFOHO/QKe17gD6Cb7RAp1CxEtACMDl5bH9adeWflczSajBWyarFui0bZct0GnrN1ugs8xy479Xpm6JlaXRGlNVC3Taa5l++8N1rppR9hVOFxitPCg19ZZtV4wrXIRzUBbobJeyCzceEMCzw70+J6GpRYoDj5ki7lMRTlOgJt/dWHyUC6hYXIS/W0UxlUzjSIMB3C3QlImgDxJIFw1FMIuneJ7Btl2JPTknIitczHQWE0HiRQs5YQLhXT86S3IYH6SDl3W8j3aPkRNGYXu5c4sR5cYHbt1bcXwCAJDS8Tb6WmrRY4VUciogKORKB9Qq0rE4JBXCxIJhjh4ldCCyCBKLkJ26oztHLuoud44+y7oTKLp7cz3cLVaZmJk6cr16lRukFDX0Bdmla8GK6IL02leSfL4daUSPvYpSSVNm3U/+c2YTC1oBlO63Igjwn9RaoIdttmT76axJL6AEQreXF1DucOFXHXf14UWNPca+dmLH1hdF91A66amVOJSymJWQ8Fva4hSEAlURfoWYnWbtJG6mMlq5h6W/XVVaihkYu/uGV1Fw4LGGRU5EKjha+RnzdURFebPjorIqcdHC8bGVKBY6UbAyxbE8VPjZLlqiCsdFDnDlxkkuNsW+9lfFbhctQHa/jvPRu/MgNsdbirQIqgeWm9AaZN635BrmwewqN+QgjodCUWREjbX8CEioPMm+HCUZ1IIoLNMTyP30FYF4FbyMagint+Si5mZZ6VgcP71FL/hQc++tEBky4b+2kjJ/rNCZlt1q6CSRwS8aKkhAmqBmiXIhFFqCJLzogbnKUohEmPj9GURgWTFWoeBYANG29HHHTlQV6wpntbH1bPthe+lPddlPd39iTRoJiBQrCkJrTzMGEv/SishhRgdSALt7h/d2yzE5mnEpclr7TSgRFoXHu/48y1W4lIJ2m37sKtxQRXFSJmCqLENp2+UiKn3trEXu2ECoCVWi2bx41Pvi8en99aB+ukxuKpyAwmroBVEofRAwAKXiZ9TU8iNUfHyUQydKYgItDpKlft3q62477EtCib64DZII5+oKEs4yZNfVCutaq5BdfsKJmlDQiCwQK2bZCaHHJmGPM1Ydm4nZ7BUkXPCzFx6xKHLnDhuorMWR32fL4iSxIhFJ1qpkjwmvl4zKND7QOLim7tqikoHMj+yvxaYVhm7eJjPa2NM3vP0Ntsi59tprce211+Kxxx4DABx11FH46Ec/imXLlgEA9uzZgw9+8IO46aab0NPTgyVLluALX/gCZs6c2e9zGAz4O8YwDMMwHYZ1VzX7a5UDDzwQV155JTZu3Ihf/OIXOOWUU3D66afjf/7nfwAAF198MW699VbcfPPNuPPOO7F161acccYZQ3V6LTMuLTn/s+l/MPuAA5DnOfI8h1LKvU7/lAqCWoHA0pFYSNJ5nEBcp9lxVRFgaZtlySzK2iZCvFhKmIYzLUvad22F+4t6OF27q5Czp6VMYs37KaO46KaN78ncPpsEsLC4Z4MVEN1q5cm6V1XHu/oIy7LS+rEFJj0+c9tpW+lxAmFZ5uqHy3sKSMhon7EMkV2MNHNWHbfWltsXWIfIb1tHl27Pu7lkaHkxLi5roQktOxIissSE8TS2Tfc6teqI2LWTWnZsmymD9RQ3FNacRmMbSK6aMloNMB3sfhlP7zBnA1QkCmkPyuq0yhvf+MZo+5Of/CSuvfZabNiwAQceeCCuu+463HDDDTjllFMAAGvWrMERRxyBDRs24MQTT2z/BAaJcSlypJTYd98XtlyfiLzwqec6A21uhVHdlNdNeSiS7HYfVJ67mUCFn7dWs3KZ2Bq3SnYLP72REIn6V0k/EqV5xwPXU7HPJsmtbMrUMDVsIb0qku3UvVYmymx8jR6Tvh4+U7H/QTfxPe6ymuBd1IIYHRWJDjJ576P4nURQRaKHdDBwmOBQJO+LdQcpxKLEijAtMnzOnEgEUQblrpl1hVlXViKIEvFj67syK2xEIISQuWSEeiyxaJLCCyBAr7JukRA6vijYDt1fEgJZcC7haEMx5K+zr2e3w/2poElFQmN3Vf/v3u0s6QFUPO80oZXxtdrmcOShYdpDCKAnH+bA4zamkO/atSsqnzhxIiZOnFh5XJ7nuPnmm7F7924sWrQIGzduRF9fHxYvXuzqHH744Zg7dy7Wr1/PIme4aZikryR9qRACtVoNtVoN6KqKh0G1SLFTr604UjnyXEE1sB7leY5cKeT1uv83z5GrPA5GtsKHgDjTLyGc2lwVS+SDlVVx27btfoBj65Ofcm7bKhEo0eJAxW1Bvl8AeskEI4zsOcTbSbyQQCRIokzJUNDioRbVUciBcGYXFcWaFUFCyCjmpmydK+UCgf15h4HOBZFkrDUugWFkuZENRZWOtQmFQ0nbIhY+0bkkIikcXyiSXF92WwT1Q2uRDFabN6LJjY28rJHBMeHYw/6kKp53tD8RAmksVHotUtKV5Jttt4pq4WGjlfHFdQfHpNKf82m376prOFBhOVjXYLRQp+GdQ97OFPI5c+ZE5atWrcJll11WqH///fdj0aJF2LNnD6ZOnYpbbrkFRx55JO677z50dXVh+vTpUf2ZM2di27ZtAziLgTMuRc5IocVShpq9KTb7BNrHp+AxisxxuRVCdS18VK58WZ6jXu+DUgSlYOr1euFU5oZjGIZhOoacJHLVWFjn5kFhy5Yt6O7uduVVVpwFCxbgvvvuw86dO/HNb34Ty5cvx5133jl4gx4CxrfIaWZXLhMBw+m0DmYtWa+LMGOoZRlqWQZ0NTi+Ua53aMtSPfcCSeU56nldb1uxZNxxpCi2KOU5cqVnKpGdjSSAOP6obGkIwE3zFgo6wX9oEcqM1cbmtdHWHlsnzo4CgHJnaXLWIIHI8kOoRy4zcssshxafOC4omjCWuLP0trcEWfdUZLkhFCxB1goUxgy5+kHfrViB0rKwfuN4ompLULkVKYv2p+2G8UdpW+nxqZWoMD5jLbJT6dPjbX1nTROAFJlehkM0cZ0Gx/Z3fxVh/zbBZCvjaUa6JErRQVdOf84h7bfMyhiOYyB9hO/hQMfarI/RhBrmZciphZgcG3jc3d0diZwqurq6cOihhwIAjjvuONx77734//6//w9ve9vb0Nvbix07dkTWnO3bt2PWrFn9P4lBYHyLnCoCUdEyjcRP1b5mbq+yfWGdVi0xFfWEEJhQq/k0tkm9sgRhZeMkpcrdcGFAtxFHLm7Jud9gYpa06PLrO5Hr2ImgSJRWxeyEMUBaROlzCaa8O7dbIM6iuCH4/U5A2Dgm6wJMhVHoNvMipiCSgMA9ZhY5jaakS5ejByi6ZGwdHx8Vn78QtZK6rQZhN4k/Qixq0rplrrOyer7t8gBtLySL/VeNpRXCFd/7s78KotyNxaYqCLfbHSfTmahCOoyhZTiSASql0NPTg+OOOw4TJkzA2rVrceaZZwIANm/ejMcffxyLFi0aUB8DhUVOBdVvfUnAr7vx2h/kFhR7f6IT0/5K3FnFMaF8f1W7/ZiGIYRAbUJNZ99tt59A6FHihlMqcMFFFiSl99l4JRfgrV1zFD0Bk4v7cZ7+QhyQQjRLLBQ8NnjaCRyb7F8lIsiUIbwEZdvSnL61vMSXhih+EqckMNoUmnMJVm2HDaoO20qDqoHQUmQtTiFlIqfqqd7WT/sJ2wnHV358VioMwu20zbL+9Jn1T6S0S/G69q/PZuczmEQZuyushANpO7VODmb7nYBdUHg4KT6GlddplUsvvRTLli3D3Llz8cwzz+CGG27AunXrcNttt2HatGk499xzsXLlSsyYMQPd3d248MILsWjRohENOgbGkMi54oor8K1vfQsPPvggJk+ejJe//OX41Kc+hQULFoz00JhBohDgrQv1v1GG5SQ4PAl4JhJuVluek3HH2Zlw5Nxx9bwOpRRUrpxbLrfuu3x4TcsMwzCDyWBbcp566im8613vwpNPPolp06bhmGOOwW233YbXvva1AICrrroKUkqceeaZUTLAkUbQGIk+Xbp0Kf7yL/8SL3vZy1Cv1/GRj3wEmzZtwgMPPIC99tqrpTZ27dqFadOmYcKEyTjmmGNia0plFmFA55sJXREqrpdacqzvNSpPNHOaj6ZwE4/Lnfus1RiiaMwldUrz7MT1Grrs3FN2cl3StspmmpWdQ7JoUMvuwrLcQ9H1Lu5L8/sUmrS2GlKR6LGz27xIsvFMZOpZF5zQAqveh1xRYTzx9PWaOf0w1ic9xXIXUmhhCV+XPa379sstLs6dlS5/kWw3GlfZGKtoFGNSbfUpn9rfyJJQZsFol7LrXLY9UBpds9Rq16zuUI9jMGJy0tcdDwF7eh/Hzp07W4p/6S/2Pnf3SX+DqbXqaeAA8Gy9By+/64tDPqaRZMxYcn74wx9G29dffz32228/bNy4ESeddFI/WpRoya0U1W/jy1iaGLDB8ZGrSFaUtzg2IcyNPL3ZV/TfSIxV1HdCwSQddP2Jkv5S15nbj/I6LfQPwFyX9Ac5CeJ1gsa6Txr3Ey/BoC1LopYENgeBzgKi+B4lgk5blvpMbiX7l0MpY1lS5GbD6fLY/WbLimMNYl5c7E8cBxNNH28wPZ2EitqLXFRVIWUt3HTLxIdbMyy4YaZCJXTTOaGCkvXH7Db5c7VtkervzTOMdSq2UeWualdIDaW7ql1B15/++9NHo3Nt1F5/3YNVQjccS3/Fbyt9jiSKmq9rNh7WPRszIidl586dAIAZM2YMU4/2hzZe69hbHCp+JIiCm0SZxaE/VIiRtjN2lf2QN2gbaDEQOhFplX1Vk95XSy1ZJcLICxBfJ1pY1Bwjqi5TcJ5OwJht177NnxTubzQm54Zr/H6XZeyNLTvCWIwoEj86TYAXTHqfSjJ5K7cvzcujzw+RCAoDldOYnMaipjzINlw7zIqaoCC+8dmQMzsLp8lNMc6TVC/dVya2qkitDKUiJvr8hAHk9jyDPEzRdnB9kh+Sqll3g2GNqn6gy4pjKaG8b3s+rTwsBgH2lX2l167iWkV1G/SXHufen6qxVPXf6H1MxulycBXHSCWTCIYSXoVcMyZFjlIKF110EV7xilfg6KOPrqzX09ODnh6fgCnN6sgwYwkhgFotAwKxpMWGgJWBDV1ITrCJwJpELj6JlE4JoFMF9EEpQOWEem5yLuW+rhrm7K0Mw7SHgoBqYrlutr8TGJMiZ8WKFdi0aRN++tOfNqx3xRVX4GMf+1jb7RPMDaGRVaTNUKaqOJDUMtQ+srwNZ8EI+2nPRec+/mWut+D6pC4gb02JrUJuDJS7G64fd4mlpzI+x7eb5sjxlhe7z5+z3076AIpBzCK1tpl8PNZSIezTdQa/XIeuL4TQlgsh4GcMSXPOdrsebfvhlP3oVIkaBFem/MdKj4UKZVlNoFYzSZbC/DfW0uXceyVWH0OawTuMX1LKu+VsDiZrXarbdAIK5t++4FrmTS0pqZtBoR5YPez7W7RIlrnMynD13Cw4k7OJ8mi/77Me9BX+W+Yqrp59RJQ++QfWL5fGoDoGqTFV9YrlZUKZKC/pS8EuR9L//svq1JPtgbQVbtv3oY5yK3r63pXNT0rHltapOm74rSbtZDzuZMacyLngggvw3e9+F3fddRcOPPDAhnUvvfRSrFy50m3v2rUrSl8d3jzbzotTySD7YoNPYTTGQgBvGzFD4fTvZiKr5ViZqv4bmGiFiMzF0ViiMYZlSXsFN1kcCySE0JEzFGyTET5hgHfQtq+jAjFmXFRGmBD1mvoZhMiDuGn7ldJ1haiBiCBEbvbZ8Ylku/xaeVFj27ciSndok865RINmmQVSOVBRN27b3/BlEARt+4rrx0JdCglRE6g1W8OsgjjAOxBL9T6Ea8PVVd0JqHq9LxBJ+rh6LtxsOC1+3AiDj5GMP8rJhz5ywUUeUVkQH/aG6V1X5qYW1LUJKV39gnAo+16Uu37Kli1J0xQ0JVoWJYgniwS/FU6NGgrdjDa2yj/slC3Y65ZnSfopG2NlX86tmghXUNRvYQkaIeP3oaztAmX1q+qU1SsROEFc4HCRk0S9iYssH2YX2kgwZkQOEeHCCy/ELbfcgnXr1mH+/PlNj2m8yNjwBYY1C3ZtRutiOwz8rRpMxVii2KE2KAgmGcW9RD8+ZflxzLj7d43KZuBYgWL3hzeOQJQYq05cH07EaOFijwe8KMrcMcJYasj5+qUXRQRzrIQQCkTmNaS5IvF2Kmb8eHybMPWENNYjUpByAgCfddcKFSXrsItxKnP+manrFiqVsahxIsdaUtzyI/omXXYTq14HTkU3pnRWThSAquqQNYkJqJn2JvmYGqjI6mLPOxynFXE6r5JNA2CtS32xWy4QUHUTDB7HLpVZLPx445xIViQawWDFDgBQcuN11yMMDC/LA5TGvuSDGsjq369gXbvCGIsUxhDllrLvh6zcpmASQJSHKhAhVZ8lf23TcwjPI+3THFvRdsEC7MY9VDd91c4P+aDAlhzNmBE5K1aswA033IDvfOc72Hvvvd2iX9OmTcPkyZOHbRylX8QygRBYWuJFLoeDki9qQ/db7NJp9LmPA60Ti0nJgeU3xrDBKnEVuI1Sd0vUhnR12r3GsaDxVppwvxctoWUncR8JFbijZHSsEzFu9pJwx9jFM/XJFONp7PHhjUDIDBI1KFEHAlEDAJmYAClrgWjR+4UJxpXSuKecpSaDQAYl6hAQboVxu3hGJiYYIWFFTnkQcjRmW0cEdYTyN1BSun3hF3DMM+/y0DP2fJuK6tHNVSF3M8EICopy2EVcpVCQUmJCLRRzoSU0fkKP3Xg+gFSpeiR86mEiSjcrzrvo6mZdOJ2g0q4RRwhvvI0+m4XszlHgtZ0FZJbBEPanJczE7a9O5U1aAAgtUs7FWi1qPGm6iJDUohE+YMT7KwVxpbWlxG0GQmPLSdEqWhQyRTEUW29asYqH55eea8nxZrHj4US1sKxDs/2dwJgROddeey0A4NWvfnVUvmbNGrz73e8e/gExDNORSCkgZaaDvJGKIaBRrI/PkZU5MaQDuG0+JZ8mQCkRWZmiwG6lTND38Fmcmc6CIEBNHvya7e8ExozIGbachTSUb3vxyWmg6n54LUSt9lkMOPbl1u1jt8OG4xidwr6W+s5ggwNFaGGylhVncSpaTcJ/tXspT+rJZDsDUGLZgT0Nb7khF4fjn8B9fI0odUvpF6Y8WNBSCj0FlqCiOBspa5Bigl7/S/VCyi7I4Cteg3FtCQIhRya6dHskACFRE13aagC9QGYmJkA7JeoQooYMNeTm2kpj+yHkzhkR4h0UmT5GKEhkum+y749eKFVQHXbdK92+j6fIqdcEcRtrh+oFkXIWq1z1ecuOUP5jZ61GkfXCBmzbqel+tOFPIZG1mggXT2UtfYXfIbddtKpIKSGldFcrjfuyFpLUOpiiVG7yKGn3W2xZ6gusTuESJ7m3LpmcS24h2SoXjZDmPYkXcbWfRQWAqM8WxpYhwJ9btF5ciVVDpN+p8vbcdz0cC6kWfzH9eUXWZGNhj91VKtrXEOduN+2nluhwu+CaH17BWlcCddX4fJrt7wTGjMgZUsIlpxvVCb4AxZrBFyU8DI1CXcpET/9CY4afYfzCVoiiWPAoxDEO6Q9p2XhtfE1JXg6z3w8hmXVUmdPG3kjtDcwGo8pAyOgfRy+sEneF61QGLi9lBE5NtwNy24CNGamZG4yO45CoQYoM5MZSM1dDASRQE10ApJFyEhm6QCI3kVUCmZgISTmU0K8FBAQJ4+ayN4maOevwu0GuTCKDRB1EOaTQMTfKCCXtDiMAe5ChpttHD3xuHOsiqzvRUpcAjPvGLuZq45GIFEh6dxoJARkaWUKREpnpg5XNAUDUXbl3D+nPh962QkyatzuYYVRwC8cCx7tIy8Sx/ewEY4aClAJdXV1m7LVAaJV9psvFOxFpy1K9HixxEuRQyhVypR8A8hxRygA3Ky4XqNdNzFIhRsieZ3hO8J99xNfbiyhrLeuDsI5S+1vr6sRZwsuC9b2QSR6u7HcriiEKRB2ZmB7K431NGf0Bu2PNknPXXXf167iDDjoIc+fOrdw/fkVOM2ETlYdKv42bezQzqh8RYJWiK/Zzt2TNaWgJU05ctWdZSgJC26b6WjZbeiGiNJi5tX48qUBqPtU+srwEgiXM0BvGKnnBksNKWbvt2irJSBxO5xbGGuSCN4PMxgLCWHkECLkWKqj5wGMjcnLSokFCx+TYp1IpatqqZD5TGWpQQr/KUIOkDEpkWugkMTmhQAvLpBkziRpqNAEKCnVzrjXqCuJ3BDIygk3Y2WBmvAAy0QUIndAQwswUI4W68EHTJBRkNMtKITdt6ZQQ0txI44cLbb0KA79ji4SOuQrfbxFvU0mMWPQmFgWOQC3oD5Ayc2KWAgGsVA4bmC4EoJzgAvQsvyRerSQtgR2ClIDskpjg4kO8ULDpEWIR5q+Fvk45ACOM6r3Ilc/iXXTH+dlxerZcYFlSwmTwztz7pLNsl4kNCSEmuHNI64TWHi2qAC9ArWUK2hoZWoFsLJuQgLNOhRaeopDS+N+FMDYwTNFRTNfR2u/JYDPWMh4vX7687WOEELjooovw/ve/v7JO2yJn+fLlOPfcc/u5lALDMAwzlpFSQk6YgFooRBJ3nKc4ccCKKWXEjrYq9aFe70W93mOsTXDZvJWSzjVXr/egXu/1S6JwzFIlY82S8+ijjw5Ju22LnJ07d2Lx4sWYN28ezjnnHCxfvhwHHHDAUIxt9NLEahG6nMzzGKIvf2olahLYWOg7sVj4p7K4j4aWkNJZTeG02GB3M191G9PP+x+DNDLm4eFYQLDSitNCjiI3LTed+ivsk6yJuQFgr6EMLBU2QWIGE3NjYiOEyCBJ789FHZL0rC779vlYn7KnXVsSfh7tMQqZsZzU0AVlon50+xK5cWlZy45CHRBAhpq2TpkYpJroQo46BOraBiPsdP0+Z+3SP/LhdGUTKURIrC3JmkpEgcsMANmp7akL1Fp6coC8yy60Atjrm1pxhMgQWwJrkbXJW+jIuDZtTFYdRNbNSgjjzzQZ/NIaJTONqFdbLChxjLmYNZ27yVvmgjiywHWn80Z5V1FsrbJ9Nf6u65glk8UbNRB1gWiS6SQz7t3MX2fkJoVAbqyh+vNtk0rq4O2+IDUATHA3kOc9yI2IUko4a5JSCvU+Qr1uA8ZD95Z+H53bixTIuCPt5w1Ud/udpcjMaCR3XTMUcy0NPWPNkjNUtC1yvv3tb+Ppp5/G1772NXz1q1/FqlWrsHjxYpx77rk4/fTTMWHChKEY55DT8HYSfllLvrgEQJhyCsuiWqold1c6jvY+g+E0yNYStPXHjaZzXRT7TvNmRPUhCuUAysVTQ7dTe4nn0h9aIorKyn+IQ3dgOOb+Jb2L+i+5Bs49UZKnpNlq3u1gnTXORQCTkdma62FvWFrcSB29Y+JqpBEtsVDSET7KOaYAPwVdQkCQjltRUMgogxQC9mfHbisjoGrIkFMduagjIy26tAstd660zP1kSWSihpx0bI4NipbCx0IB0P0HEEySRErKEMaveHdcmhpBB1vr4PY4vUBYR7grYMVD6qbygsKcjZnur1DX11xo9xWE0iHrxtWpSOdd0jd4HcyuseedeTdb9NkRCFMdEHIjUpQTYj53kw889mkMMj0tXgRB2vZBquCOs/336msj9KfCjSQ6dy+m9HcxdfP4+CX9PhQzLEspkWXWddfl3cWBSCKqa3FEOohei6gagByk6iCq6ynXzrrUZ1ID6CVMcmUX2a2bYG8JpQT6ep+BosysG1dHva8euN7sOYzMA1pOAnmTKeLN9g833/jGN/DmN78ZXV063cXvfvc7zJ492wTwA8899xw+//nP48Mf/nDLbfYrJmfffffFypUrsXLlSvzyl7/EmjVr8M53vhNTp07FO97xDrzvfe/DYYcd1p+mh4W+vj488shvIDOJWlZDlmXui5L+SSmR1TJk0s5yiQMLi6GCbdAoHqiZ5cTVK+ZjgCgG4VXnl7BPY0FZgyewlr8S/clC1UJcT1GUqaQsTIVPDS9jjE3Zb39Uw0DkVLT5PCtp+4XcLMYq4OsLhFOOC6InEDpEFK0OruuTDrBFnOnVPmk3QoV13fiSpQRAIMqjG7Co+CG0oikUOCGhwLCxOSDpn5aDmAYJCUHG8gRzg7cxSNbiZGaV6Tp6DphtRwsXL3DS1dP9Su065iXKPRTOegpusmEMjt9XFD7xSdvfh/DGFgYa25l0tSBGywaVZ8aipHSAOQRyoc/Uvh9hfTJth2MV8AHuSvn4JCEEchUuQEkIo97CvE42PkjvMOOCgqAs+OwYoecsVWZ8ocgSNVhREifcDK1F1lKUQ4Qz7yCCa1Rz9RRsdnF7nj6oXgiYJUKCWCOXVdxanxDUN5MOjCUukxlqNRvI3wWiiYC79vY7WXdlQmRQqkefr8iciIKYqN1qfT1QBOze3Ystjz+MAdwp+gWheZ6c0eSuAoCzzjoLTz75JPbbbz8AwJFHHon77rsPBx98MADgmWeewaWXXjr0Isfy5JNP4vbbb8ftt9+OLMvw+te/Hvfffz+OPPJIfPrTn8bFF188kOaHEMLOnTtbD9p1JkqBrFaDFAIy06KoltUisSSkcALJlmU1I5akfj26PlYMwzDMYCGlwIQJE1DLAJ0vaWQsOXYuWrM6o4kyy/tAaVvk9PX14T//8z+xZs0a/Nd//ReOOeYYXHTRRXj729+O7u5uAMAtt9yCv/qrvxrFIiemVbFDRKjX61G8SxQTYcpdmW3TzcLQVhYBxJai1IJUqxlRJJ2YCkWTPib2fxetPxVZQRvVa2RBKkyNj2eORe4r57prUCcZW5oVtsxi05TCrBEAyKPx6Jkp1oJV7if3Xyw/C8puU8FlVWYhC+pS7KbTbVPw2lpWtGtCwFsYIIJlENz7Z57BgwzCfiTk88LYNY5M1ItGmf+n+VJseQ69QKb+T5njyQRwKPOfNC4quH8Ba6sJs5iQUJE1h6AtU+F2q0ibb8cggnxIjWi4JEJy/Uqr2Bkz0ew5PypdJuKyKEu3/56GliBrNbFl0sWgaIuWd7uZOJ3IquStThR9hmMXkwhmlun0ArnrW7uH7HjtjCxtGfFWDnJuNCIFJfr8+ylMfEpwPtY6I836adpyZK1YhNANZa091mqkHW/xVPwwfkmKzGS3roHgp/jHbkDocyZvibNWIDLWK73Du9SEceHBWumdZSyHnjVnLIrWteUsQdbd1eNcXwRluvB9mV97jAREOgdXszqdTtsiZ//994dSCmeddRbuueceHHvssYU6r3nNazB9+vRBGN7I00gAReVEUVnpMUHOinq9rgVTIoAioRGIptL+A4FU5W7z+2rInGDSViUroMoCXBt/9IuCKRQX5SnTZVKnPNantJ+K/qtig/wNRhXiJeIcI8WMtnZ6bpr8zU/rDV1PWsjYOB99Kbx7yp6V7ztxexUWXoynH2ttIU0shXdNKoL7QVXGvK8oh6A6bG4vRXXkJjjS3ghzsq4D/W8u6q7vXNQhSEA594KAErkWPuYzaF0lOawLTZorqeM0/MitiJSAyJ0QksKKIHMNhRdgCgpSCCOtzIrvxhWpEw6mbrUcsUBXyQ2/5BpDNX0yLIuZ0sGt7bg+zXHRtyic6h+6xsL60l3n4uKo/njtYtTCIZzqHS8bYgKYbbtBYLL7V+TBdyURYYHo1u4q4dqPz8l+j5L+bXtB/BAZARC61OxabEIpLeYgjHiyny+dFkHIDFIByggSQYm4cq4+EYivmhczNi7HnZ9NWBiKVO/+IgIg8qgfogwCdecm1AJKBvvt9dO5qrwrkC05I0nbIueqq67CW97yFkyaNKmyzvTp04dsOthg0lCQJHUalbfk8mqFKNamiVgyN9Z6XWmxFBF+qdIZFunHWj/xZVJ6C1KWue3Mbhs3XVarBYJJIssmOCElolgLivpoTjI7zNLEQlWw3KRB4iJcfTkWZ/ENz4oXf510kGYc41P0q8dWo9jHrW/hrh/Xlvnht35+G2NBNh+LLc8hzXC1qJEgQbBxJSKwlBApKFWHdBOEFIhy5Oh1cTeEupENJm+OFTvUiwyAEsJYcxSUsd7Y97Eu4vfVzn6yOW1srplYJNg8N3qxUCPHAouMvkkqExNRB0DCyBpRdyLOSh39WkESoIyFhowIs3WcqBFe4PgnbPtGeiuYFT4+C7Vwx1hh2f7imH52ld8ux8cKldfRSQ3bN9lH1iUjrPw6aaHo8PV13EtsYbLWJduOLYsXwbUCycQbGUuOVdz+c5G5flymbje2WmTJ8dYoLdgkasgFFYShsx6JDCRs/h0bl+MtYjrmJ8hr4+KWbOpKK7qMFcZaeGDj08w1c8dra5C11GiLUx3k4qzs+QXnOsyMxcBjALjtttswbdo0AIBSCmvXrsWmTZsAADt27Gi7vbZFzjvf+c62O2FGN86ylKcL+AVB1pGVKfwRDwMKRRSnVG5dEoFlKQvEUoYsmwApgTLLEsMwDNM6Y3UKeZoU8D3veU+03e79YZxmPI6mXRTiTVw5gORxp3hMiYuptSFUW2gq7eItv7nWKlIRl9OQ5Dghyl8n9QSEE0t53VoOqPD03zwOQxmxNCEQRTX3WpeLQBQVA72twBLpe1ti5Ym34/gZ7+4KBZ3J1eH21SOXlo09CF/7WATvrvRPhWHMjVnGgHx927M2xZMuIeksO0rW/fEEkPnVUlQHFCBlDUqZJ+TMWy8EJHL0AjDrRZmYG92OXr8qvD5EOexaVXpkmXZthTEKyftrLTY+742O73GWHNKWmzr1QIoaMlKoUw8U6pCoAUK72IjqUKgjh36dC4mMYLbNZ03k5tzIxdmQtdSE19iev7WOIbD4uFW9k1ipSqqtNc5KnMTjVJHOjhus/EyN+y37jTDHhWkGgrGES5D4tb20dUbvF0mf3uIjStJnCCHMch86KgcmBsmO3sUvmVl3OcxDljCWIetCc2kBEvddupq6ibvx1pXQYu4zMFvLDsHHGunmTYyUtRIFMU7eFSjgb8Qj46oCgLGWDBDQlpvBZvyKnMqbd1pVlNepOr6yLfuDEsddNOynZVETtB25fcrM5mX1qvpKb/DtfwCrRI1PnEbJtg7szOs58rqPBykTSqVthFODpbEeSYGsNiFwxentLCuLaQotTDVIaRPt+VicMB9RKoLIrWOkoHNyhG4xb4638QnRNRHFJQdCYebdWeRET/iWaHO+F1KAFj2KtLsI+R53vQSE60YLgdzEG5hrSXUQBdPIRfxTIdO4ESoGHofTyq0o0lPqrQjWYjBHHRnpNa3q6NOiRhAk1fUCnVAQ0Atz5qibqeJGkpFdMFQLOyK7RAl5kaNyEzwdLNgpQjdVco1dNIOM9muRZM+phe9CC99f31+4qGUgwCr7ae1hKlqTCyjcfAfN1Y5GsSfxw5F1QcU10mMzF78UxirF/VkXmxUkPtbHfv7TNACuLFkOhaI27SQSO9U+jDXS33chMtOG/pMyg56hb9fZCoPMs8IYhoOxaskZbMapyAFGRmHL5N8BIJKbYWXbaZxMWb2SY4SqrJe21SxuqeWp+g1oZAXys9iC2AFS3g1HCujtC86l2RN60LbQT/ZZlqFWm2ACtf3suFqt5qxJNSekJKQUrr7er1d31pQtBhrE7gR5WqggUuEtPUTIg3iRdCVzRTbeRcegqGh2knRWHyLlZvdYq4aUNcSBvH2F91BQ5oSNhGh647IJBF0gMvrM2dZB0AuP1qnXiFQtzHLq0+MgK2r6IJBDmffYihYyr+05CmPtIpU7C46tZy6dverRNRbmJmbjcbwVwwb7+vetnemtodjw8VVeyNiYIyfMKBDVNtNuSZv+Zt76Z7ql8bYYhxTOOnNloeWnyZisgPFtNH6Y8iKmbAxh4kX9fkWxRennNxR8bjaXBJJ4JXu8X5NOGAuUn7QRBncLIVysnI41Gpnw3rEmcubPn9+vUIVBX7uqE/Dp7McybQazhYs6DrT9srZKFo20N1cRJLgrLCzZynbyurQfh/mRdD+YwEDnEDg3XG6fuHP4ZQDsCuZAbO4OhYx+LWUWude8AMoCESWdZcnlWXJ/hCwLM4qX3PjSJ9jQPRN665BrAeSuUOB6gkSe9zW5QegnVh9KLVHQoNGNzx9fZonL0QtB1gXmb9hkb/xCi5Vc+WUbFOVaGMCLEVLeSgToWWfxDCvrbgvdQX5RTC8c9E0ycikSASJPxGjj76F1TcL2Z1Zx16INzuqgTGI9616zCR/t+4cgwNyndUz6Cq4DSHpXUoVIKo4TiJJX+pDvyKVXZrGpKm9G6Wy2ks+1/gxWT2Zo3b2nfxdCQeKbDdsM3Y3hLC67fG0s6uzvjbc4WW9B/yzgg4FqIfC4WbLA4eT666/v13EHHXRQw/3jUuQwzEigxVLuZsOlOVyqpg1HZeZJ1sYkRaKoVossTDZmSUqBWha65/S/DMN0Ltbp2qzOaOHkk08eknbHp8gRMvCXN1LaaQxLWf00vqWsrfRmldZppZ+q+ill5TYWSFbUKzufJq9FyRjSJ7lk6ql/HRxXdUzZdtReeRthsja/sGAt3k7jSeDN8276dvBkWvaE2viptSrJoKrcDgM6036KY7N5llTp/vDYcBmAdJ+0MUtB9m4hoQWRtSpJ65Izbrgsw4QkKWV0Ts1cig2w5xJaeqw7Sgkztb3CHeUsOUkMU+qOCl1RqXswjksn6Bgqn0vJukB8fZMrKUw2Wfmd9d8dpXI9izCwrpEQxjJlXHMyD6w6ZJyC5nycdSgcewYbzG7ru/MQ1rKjkmNTKDrGWnWUqjurkr2ujawmabB3+tkjUs7Ka69baTukADcFvLWp/D4gumnVBP9bogOYc9dO6Xfd5TuKl9WAiF1vZTmPhgtOBqgZlyJHJ4nSGSy9u6HqybadOmX1m5u0q/sJ15pp1Gd/SI9vtB2ODSXlI0F13yLIS2ETc4ULGDY7JtwuFxHJqtXBtjZdT4j2V/5QpmMoEa1lP+x+PPF+/8MeCkB7syjGSlix1NdXdDUURVHxuoWLOIZiSYujIPmk9OUyk15IZRIiE8iMa84KHJ/fBj6OiIL4lOAG7s8/R1HQ6GsRx87EgqY6rsbPnrNJIKPZdE4INHdHRH2YOB+l9FpNFql04LhL1GgWTbXnaHuw8UFE6fuRA2aVd1vfXxs97sbBykGGbjIrcJOCEjo2yroFG7VhHyAaJ130Qda2n1AU+RlN4flWC6G0XrPy9sMUyn4vwoeqMLhexvsQurqGn7FmyRkqxqXIkaLL/EDXCi6DIrXk30Z1yurXCtaB8v7i41odl5vq2eCJPr7hqugYW1bst1bxulgn7Kes/3QsYZ0yX34zv3/ad7M20v1txw+U/UalZW7bZJoN9hPa6S+0rqWWNisq0rphnbg8egIORJFC3VlDAPikghUBo82sWUpNQF9f4/p2PMWyHMIEcQqpollvQlAQvwRIkz5AmmVNMmnXkRMuxim8Hj6+BsE2ojrV2Db8dpRBO01DEFcO9ufxbhskHNTNk++wlFbg2MBpa2WxlqOyJS2M5clkMvZLgRCArIFACs9XmuUTtFCRJE1CSYKyQdzRtdGpEkSQFNKKUWcZMrdbP91cLz+iA3QBima6RRfTHZ8GZId1bMZx3xdQ+fBlkz3aGKxUjDW1FumgZjutvZgMMZ4dG38PhteiM9YCj4eKcSlyGIYZfRAR8nodYQLvdOmL8Mk8dmGEgbHCiyEpkGUwM95kEvgtArdbGODNMUvM2Cen5hmNcxY5nUmWTRoxP+lgJflq1F6rZWXlrYyvWfuF5QoCv3zkLmmzjUZ12t0uxAk0ab+sfljWyjlWnVO6vz/tleH2i2Cswu/zaf6bU2VVtFaxnHqK/ZdY/5rFVaTnEroB0yd5O9Mo3NZ1gLxPGctSXhBC/oCKsbj4KDKxSXECSmtVCpc1yTJrVSouexKTB/EzsfXNJ4GEWW7An18866vkXAD4ZUiSWWHuf3EcT3ystsjALKdhYzWI6nDJJ40DseiK8gvXajeozYcUjD9MmCmUdouZ6do2DqmsTSLScVey/HdJf0+yiveSSsZqdxmXnKHMpdR0nbPSPjNjuQ3z44wM5h1tWqfTGZcip6s2dcQ/gExn04q7LP2RjN2H7fRl8+pk0Y1SBOv2VO0Pt4FqwRSOPR1v1djjTMJFS0y4LxVB/vrYNcT8dnisj88p3sDT+umNMI3ziBfc1UG8NsBbo0wsXwYyMTM2jUC6HY5Dyq4oXUCtVkMtmxDFJukcS2Fsk86/JAtuOPhzCrOum3IbN5TG17kEjGXuusCtRpRpoWMEgF4LSpirZbN7F9sK14ZSyguxNLjbXmky/RIJ55rzt1wZHK9cUHboArP927g0CtxQIeQWpQ1dvmFaheQzFUQ/+TZC1zEQXts40WKaaiFe/DhMOjgcsLtKMy5FzsTaNEgxLk+dGQFszElZeb/aa2ANK+8/vbnrJRrs60Z10zIV9Ccho+20rjs/m7JHlFhiAstSGucUzpSzvYfHFmM0UoHTmPLFb6tm7NkbnQ9I12Tm9QTYAPd0hh9IIK/rddT7kEOIOoA9BcFozym00IU5l4RQWghJE6dUmxC52XQCyomBdan458WSXSm7UYBweKv3liQvJKzAlGaWmZ/hFdbXdXz+Jp0JvGbOtWZEUTFo3OYlUgo+5gfp+60tQl5YBcdHIisVPyXxVJUB0z7eqIgVgNp6Awo/N1lgQRXpEIacROJX1mmVK664At/61rfw4IMPYvLkyXj5y1+OT33qU1iwYIGrs2fPHnzwgx/ETTfdhJ6eHixZsgRf+MIXMHPmzP6cwqDAd3qGYZgxgMuzZJcOKQ0GDzNrl01C6DOxSROQZUiSUdYg5YQoKaW1NMlMmFl0/hhmdDPYyQDvvPNOrFixAi972ctQr9fxkY98BK973evwwAMPYK+99gIAXHzxxfje976Hm2++GdOmTcMFF1yAM844Az/72c8GdC4DYVyKnO5sf2Qi9ZUzw0FZfMtQtFMW05Iy2PFRVdhcL3ZRQNWmBaepC6kiLw+AoqWlNJYjzHxctPpUWXLSY8tmv4TH66nNaeBw9fHaDRHGL9Uid5bPHWOPD2OAbBvBYFx+pUaErjHvfrKpCHx8UJzXSAhdZmOd/JRoOwOn7NqErjR7/n0uvsXHE4XP5EEeIVKlQseNx55DcE46zkVC5UCe2zGFrjZ73YKUCEitSuZKSRkEbXc5N5wVSRBkBJFMrEkSWZabeuE1Cd97n5fIubaCWVq2jo0jEuZWVsyJlLtyP7tLf2513FEct+PTF5RZKENrFOnPpnOz2txOWfTaj1Pq92oYrTk200GzOq3ywx/+MNq+/vrrsd9++2Hjxo046aSTsHPnTlx33XW44YYbcMoppwAA1qxZgyOOOAIbNmzAiSee2O4pDArjUuTMzGejJiaO9DCYYcKtrRRsA34ByfIk+YPVd/siikqStTUaYzMho4L20roKKupPIY+OV432UZ6IjNy1T+YGo6L6fX6/OTYSNcj9iul2bFReP3VXEdmV0xHt13E0ZekYQmGY5kiSTiTFQlrn16pK1+CEQdJfGK8UxmNJUUMq6sKxOYETuPV8XJHS406Ejm4/c4KEfEhNNBYrYNL1zAD/+WmUakGICUAglgR6AfSa8zc5j1xunWJQvW1bihqkrDmxJCVBZn5tuAm1LkgZLporICRMJm+JCTWJrFZDJu0aUhnCtfeKoj6rcFV595hdv8y6CcMHpjDGpmzigF88N16IVL8nw7xAJ1p3V+3atSsqnzhxIiZObHyP3LlzJwBgxowZAICNGzeir68PixcvdnUOP/xwzJ07F+vXr2eRM5zMndiNLskiZyyjE+yVb7ef7bQ92hVFzcYTh0SWHR83kAYLhuNJ+1KgqMxFTARZelWhvouqMHYDFW3r1+YmIpQry1F3okhBQQmF3FgJCApK+m0rkML9RDnyzCbBU0bk+CdxRX1OKFgBRIHQCgOXXW6VIEdQGtNjaZTLxN2s7N4SkZPOmqsK8A5v7kQKueqNxiSRvrdVQdPB68BSVDyXYCVvl4FXxxbZejL61IUWJ32Dt6u8p6IwyuSbpppJA+qTrL8FixYBpCTqyn426yDqdedTlgPLW7hkIJZ0ALcQBJkJv6RJLc7QbRfPlW5JFGH2aUsUACgljOvPxNbYnDpkct+Y2Vkuu7L7PPhsyzLI1qzHWRvy36aQdgKP58yZE5WvWrUKl112WfVxSuGiiy7CK17xChx99NEAgG3btqGrqwvTp0+P6s6cORPbtm1rd/iDxrgUOQzDMExnoZRCX19fZOUrs0aVzXa0gslalYQglyagVpto4pWEE0h66ZMahCRIAUyoTdTJK43xppYsdzIStDOFfMuWLeju7nblzaw4K1aswKZNm/DTn/50QGMcDsalyDni2P0xacLkkR4GM4JYy89gPFm10kSznBtVT1xpcWyVCeuVW3Psa2ftcdt+XOFcGSLfFlFs2bE2HQqOtetUE/xr7QILXoOcxUehDvuKBBkXmM3sS8hRh7Um2Hp6xW69N1yZm0i5+CZ3YwtiNsIlIOx4/esqS07skvArTOvywurTwfGN3DvhGPW1VG7dLZvtV8dWJbOYqGwGlLe8CIjYpAkZjN8vZeJWxi4559iyYqeK15HOovIZt2vRzCF/jRXC6d8x4bRwv3yFbysrGVNxxlVVnJ3POCyd1SWMo6neF641VXY94PZ7N5SIxqGX6NDB3ACQ53rmnDTC5wUzunHccS9Bntfxy1/eXWh7qMgVkDfxkOXmVLu7uyOR04gLLrgA3/3ud3HXXXfhwAMPdOWzZs1Cb28vduzYEVlztm/fjlmzZrU7/EFjXIoca+BlxjEi+bcN0p/AZk1oQVVdiwBkJbvDm7IVQc4lBx9JoqvZ+KKwDjkhl0G4+AyXBo0AJfREaiJdpoTJ52FEoA7n0CG+IL0ykbsGQkBS0d0mIaFMHImbZk4SEDkiB4mpo2/UGYjqxqGiY2Js2yQASao0vFrnHqHEheTT9UeupLC8MtakXOAU+y2b2dT4V6VMcDUWvyr5t1Hj9gPil57QgbsZrMT1Y676LFIgukj3S+REloD1CYcJB/X4yvPh+LXu7KKgflq5bdvEFokaQP52FAcZa8EnhACC1B+RaHULaspgiRIv1oSoaSFlF3alHH5qvoBfriMIIg7jb5yyr8Hm9gHiOJziMXptuDz365ANJ+3E5LQCEeHCCy/ELbfcgnXr1mH+/PnR/uOOOw4TJkzA2rVrceaZZwIANm/ejMcffxyLFi1qa+yDybgUObOmAFOSyVWKgDDfVrPtRjQ6tt1+GvXbzrEDqdtov735lm2H1ol0O6TRvtFIq2NtVK1qX9y2v5FE1pmS+s54Ee4zNzNK9qvEjl0PXucUt5ErisZQj6whOrbH/lDWiXysD+n1mHJrFQJQV3lk8clFjjxYZbxubn46nifXK48bK48SdWNV0nE/OkYnRxg4S1R3gcskrHUkDpS2eWLc+krB0z0QxFHY+JognkQ4a0BizXGxKXEQsIujMTEcKlgzSlGOnHoh7Q2Z6lAKsEGzejhWEBTjZux4tOgwgbZmFo8IhEBoxbFWiLJx+7im8IqZJIJB0kE9y0wH9wons22gr7Xk2BaCcdjX7txyP3YbLAwBKTMX+0IAhKuPoF+rMNL1u+z7FcbC2KELby0iLYpsMkGBVFxZsRKKVntuwghqI4SkBEjn+XHX1Z2zz9KtLVZl640NHYOdDHDFihW44YYb8J3vfAd77723i7OZNm0aJk+ejGnTpuHcc8/FypUrMWPGDHR3d+PCCy/EokWLRizoGBivImdiHXt1xR+4Zjd9YHCESrv99LffwTy20Tn0V+SE2+mxQ4E3Wsevw32urn1gLdlu9DDW6KmIkqfnYoBwbOgPZ2KkXapEiBB5MaSSY7TLySciU4ivs6J43HXlhZAUQF0Jl3JNC5W4rToFLjEi2OTAymznNpgUQJ+qORGkQKiTcts5KdTN7CwShJzyUuGTi7pZEVvvz21GWygo1CCyurFE5SaA1buQctUHm5VWIXezyjIxAdZOJIW+ESrK3Wt/U9XHimA2loQIhI0RTfCWBEC7ZEgo5CaYFgAk5dqYYa6+CjP2kjCiwazIbacgB71GLitriRB2OYHYGuUWP3WBtMIJON23XrrBuXLy3IgRm7nZfjrtdHp9DaTUAipXffArcBez+oYiy55b+vkXkLo9UYMQgFJ9RowAdlHM8HyKWYiDloJM374bG6CcGSuinTYv4IVLc9eYFYpp8kH3XrsxkRM5+iysmBs+kmeZyjqtcu211wIAXv3qV0fla9aswbvf/W4AwFVXXQUpJc4888woGeBIMi5FDsMwDMN0MoNtyWnF3TZp0iSsXr0aq1evbr3hIWZcipwXTurB1K7hzVkwbiHEIQDNtlttq8ocE5pqGqBIQJpU8WnWT0K8yky4nVpk0uGlfVTXLfH3l7SjKLbq2P0qOD7sxwYPh33kobXFlOfk7QF15Y/PScRRFUqgTt7yVg9+OAlAX+7fljoE6oHZp04CfcGvaI8i45IxVh+SbhXkOinUKTOuNUIdOXKyFhyF3Pyn7T11be1BHRJ+YdAcfcjN9GZCHXXjJhIii4J3pahBUB2Kcm2XkV0QxuqTZZMAAMIsPSBRg007KCFMWeCSMFOzJQSUiTnKUDOWJv3zKpH5wG/op/0cfchkMMVd2bgS+x7aJ/+qRI/SuI8ErKVDv8cZBGqB28VbcWQQLGytGkTadEdC5+3R11e7akRicbFWIoEabD4cIQQE+YSPftHX8FOs3VB2PLnqQzzt3VpT9BgJKrC4xK4la6nR+8LvqJ2+H8ZRxRYtKTIImQF5vMipd+OFy4j4QO0waai1EiHMLyQEyHzOy+Ky/NiG956j0ELG4/4EJY4xxqXImTF5D/ZuMU2ODipr7YOQ1h3Ise0wkGOHmkaun7LtVtsKwgQK22UPHA1dbEoAIjiIgu3wugrtSmgkkKLxhkLGNgEbIyNg1+PJjcgIXXjh+5n2oZJ9zphOejvtNycZCB/dn3dvCdSD9upG1AD6Z77XnK+AFkt9iRutJ/Bp1gnok6Fry9dXBGRKIFc6gDRXhD4i1JUWD1oQSRODowVSDu3GUmZ2VR111JGhJiZokYRefYMxMlRfXy06CPpmm4s6MtEFkEJdaHeSDH72pKhBii5ASBP4rEVNLgQyk/xPunBoabYTl5UVMya+qCYmQiFHblwimZhgRJa5UZpjFeoQxsVFpKBMPIqEdrXYIGIBH/yrz1EE2zZw1uyzgsHcmFOBY2/SejZQl57lpABK9sHNupPmi+fOVrcvvFvIiQ7Tv//+CdeeiwGK3EyxWNRt6kSCudDh7nYGmT8/ad5D/dmwn8QwWV8a/Otcey5nkChcM+HimiSAXvg1yAJXVTDeYsZ1604TgcC0gs8EVw8zvECnZsyJnNWrV+Mzn/kMtm3bhhe/+MW45pprcMIJJ7TVxl5792CvLv262U0y3B5o3Wbb/anb7Niy/f2pW7adUnZseDPXfcXbAyFsy4qCKqHZUCCViRzAiRrfmN4u69ePqfw6FeoF7v/0alDQh30dbwc/TkaEWGFjBVQoloi84FJkRI0xvyglUCfprFV9SkQiqpekETmEnAT6yN8cFICamW8lAPQR0CuEt/pIQOZevEnhY0/qQkAqoGa2pbMs6bgQSTXUSZm5QRKKCJKEu8HnyCHNoof2hkOCAOqBRM31AwIy1KCEgkBdx5KIDIRM366F3gYBSsAt95KRjqXJRA3WFiORQUJPeXYfCQhkZlZQLoS249AEKGROGNSoy8QMdfljRI6caiChF0slWYPI+7SwCawIKemioj5A1lp9bMbl3MXd2Ju4jTECjLhDTc+mE8pYvCQE2VloIrmJA2ESwDAoW8HHt6RZf90YbYB3aRyNPTcfMyMgtOAQqvAFCdvxQsR+ClEy7riPdH/pTDmE1p3AkhTEX5EdCxlRWoKdqTbMRhzdNwY3JmesMqZEzr//+79j5cqV+OIXv4iFCxfi6quvxpIlS7B582bst99+LbczYYpC1yRzl0nTOoQxfen2QOs22+5P3Xa3B7NuI2xd/9ujabbdKqFpJN2OLeX6RhhMfAknvQCAshM9bFOpyAstO0i2G4mXRmIoj8cTijCl0jbDJ1P7oxpYc1S4z//Zc1GBcCHo17nSY1NKIA9WTu7NJepkb4SEmiLUlbZcKRLoUV4Q5aQXBnBhqUrATzvX20BovQLq5t6fkd4j7bU2D7t6Vpa5vEpCGVdRHQo1MzspJwUBgTq8FQUAMjMbSIqaES3aGiBEDRkUcsqg5wTVACjUBUEgc9vaHqBv3HVjuZHQOVwIubbyiJqzxACAINuen7osTXsZqWjbChQpapBuurwWWYrCgOXc3LyDjLotEd6s/RfBCZNwZpjQ9imgBhJhzhpvhYitGCJoF0a02Dw9NpMyjLXGWDXCAOjAWlIUFYlFJ5mVFmLbsdeoijTLsjs2mv0WPsFJtPPspYVLmJOJCmP1WAFUPd6hgC05muG96gPkc5/7HM477zycc845OPLII/HFL34RU6ZMwVe+8pWRHhrDMAzDjBqoxf86nTFjyent7cXGjRtx6aWXujIpJRYvXoz169e31VY2GcgmFWM8Wo0daTfOZCD9ACN/bKNz6I9LLd1uNa6mLdI52RZjYQotOyKx7JANngXggiiD7dD8XJhxEKUKCa0/cb3Y4oPIOpSRiPeHlhzl3YD22My99lYeezwBUEq6+koJKCWQCW2dyaVEX2hpF4A0j3c+fFMaS462d9gfxoz8FPRMmGnjuW7XnpIKPkQ1c12E0GGbtdBgJQVUDuM+AeqKTIJEm6xQmEskkNk4DRBqQVCvIJ3HRSIDCYKkuo418RE1zgKhLS/aeeG3M//auWUyM4LMtS1Cdyhs4LGdQm0tJBIK1rIjtQvGuLkyqiFHpq0ppFy8io3hsNaUImWxHdJZNvx4gjcztWZYN4/d56wuMqoTrmwfGlvjXDuJ6yyIi2n2/Q1zE6XmYW3NMdaa0i9xbCUqtJ0+uzcdTFjfWGdKmo+zLOegIO9RWVZqHdRd3d5QkxuraLM6nc6YETm///3vkec5Zs6cGZXPnDkTDz74YOkxPT096Onxsy/sSqtCCj05AcGXhci9JqJoX7od1h3KY+2Xs9Gxdn8rx1bWTdtOjm14Dg36CX9cGm2nxwL9+E1IXXsi2I5upmZbxiLObhdiLMvcdYFAKrjv7MFZuRiMqlnLPwGkKHCfkf6MupigWB3a+rZd+ycEQdiYHRefoAfp3Vu2E92xIEImffsq9yu2S0GQ0IJOCxcXzqpvg0K/d5LcJdXHCC1+7LmH27otHYNjPSpSGBeVKbe3V/2Zs+cmIIiCG2vjX+f0Bizd9bBiBBBGaKR1wqP0Jc+cGIj7sOImKScJGQiVwJkTjUvHETU8jQI+yLoqT0yRRjEqEiK43sNzJ06XhG1av+UnHnLtC5StPJ/WTh48Go7FZo9G8IRilxQhaPnfSJwOP+yu0owZkdMfrrjiCnzsYx8rlJN5/CSCe3oOXzfbbqfuQI513+0Gx+rYy+L+smOr6pYdG9ZtdA6lYzTb0W9TsG3brjq23YDniHB2qITPZeZOBM6SY3/7g/X59Lax5Aj7Gnrbxhhpywvi87VElpzgVpzUK7PkuFT/bsEZIzKbWHLQD0uOIqH7hHCzu/Tw/Q1Zz9zyosn9CyCHcP2p4PIoI8oouDb2x9aKMXu5Eey39dO3yos402aLZvZ0v7X2REsrhDeuoE54VNheKgHIxSPFIsKu0xWu3p7e6PQ6XOZJP3zWaFMAFM9Jwc/8ItN+WRyM7cF+93QSxrIabUE+TsUtxdAPwjW+TGOAQNR2Wj+d/aTxK6rp40rESEEMBdfTrmofWG+j/klFZXYWnX5t116zPxjDGx1ivzvN6nQ6YyYm54UvfCGyLMP27duj8kaLf1166aXYuXOn+9uyZctwDJVhGIZhRhTV4l+nM2YsOV1dXTjuuOOwdu1avPnNbwYAKKWwdu1aXHDBBaXHTJw4sXTJ+Lwn8EUO9oyp0Ta7qp3zaefYqu0wngWAc+hXzbbqL2k7zioUvA62R2J2VVQeP64XxmNdMoC2tkSurgazq0wut2Bf9ewqKQi5mRLeaHaVgq/fpyTqyk7dBvqUn66uSOfRIRJQQs/CqgMuZqVOOueOgP6+1ZUxtBnLTp389zBXZo1xa+0x+xSRWwMrJ7sWuU4SqJMDWnuKWfmccuQCIPL7hHm6ViBIUoBQ/o2yT/buiV0ZS6My1o3cWJpyc57axCcj14Udgf2/nnNmLSPKrqhulxkQcMtZ+DdRRVaDoqulkSvEfvEaQ8aqo5Hm3H0iPzsGe+4F8yOsZcOmR2xsTYmPs4vFpiZNiqweZMcQ1cujf0OrTNq/batqDJTEOxUsQtZSBBW91ij/eQksTRR8dsIxhW2MBOyu0owZkQMAK1euxPLly3H88cfjhBNOwNVXX43du3fjnHPOaaudvmclerusv12XteIqaSfYtpW6Azm2nTG2WrdsfyO3UStuJTuN2u4bzDw5aT96DFTYDvPk2Bu7Ha+umzYWBssEr82+RlPD/XjKx+e2A6GlVLFumicn3hf8OFE8PZxMnTBPTpo80OXJgU4UGGZFLcuTU1cCmYnJ6VFxnpze3ObJETpPjvJ5cnoV0Bd4G3rJnKvQgqdOOsAY0It71nOz0g+R3mcSAdqkgHWT9VhnO7ZrW/W6m1COOhTqEO7i2xunXd8qh0KGnOxinzmUyACbRRmkMyaTFgA6t05u9DkBqLvrplCHzSZMMLFQTtTUjQiz6xnpfYp0nh69ppbOuKyDazN/k3eCy9z8W7pJBjfhRKCE4sEmHdTUoUTNuI3NTVoY107h5m4Jg5GDG3ooSoTvP1xfSkCBhHCiMErSZ9sku6gqFdq17kIngAoiLBQa7ssRXRftuhNIBVS4OKl5kVxHP+ZIuLj3x/enUIdbOV3l7nwax/sMDfZBoVmdTmdMiZy3ve1tePrpp/HRj34U27Ztw7HHHosf/vCHhWDkZux+ZiLkRJO+vUmW4nC7nboDPbYRAzm2HfrTbmiBaGW7v22lr/2Yy7dbWVTUd9RY5IRUZTwuLMhZOLf4cxGOL08sOe1kPPZlvo7NeCyM+AgzHueIU7/XlYgW7ayTz3hMgBY5MDE4RtS4Y0mLGlvXihwptLjpDcRZmPHYbtcJsLFaWtQQ6pQ7601d1I3IsRmQe1EXve6mmFMPcuozAlShTr1QlJsBGUuK0EkFdesKyggXMuY1hRzSCJSM9G2djOWIIKGED8yGFS1G8NiEcMosJpmTmfRgLEt6bDphnxVkMLEwSunxkMq92HFva3DzdckCEdxkU4tEGINCIJVDSUBSLfpcKiMQlQ08U1qg+Q+Tcl8mH5PkxYvO2OxX2tZI138Y/EtC6OYS64Zu16ziTX4sTpgmMT46ti9YeT4RKCLYT+H4rYWHZNBmfKwea2gRC65pEBNEFLYbrODuzi33gqgQFDh8cEyOZkyJHAC44IILKt1TrfLH5yehN59Uuq+dfHcDYSD9DNcY+4W9A7a6PZj9AJXuqhArEsqWZrBJ7+Ku+rd2VVmfYZvRdvh7ChRET9qPcrcce7xxIZm2QpcSwYtC7QKyCfPNWlVB31VrV1karV3VR0BuLDUwlhu3CjkBfaTXrhLCihrS62qBkJNelVyPldwqVbmwIke/VtBWEiVyLRTsiuTQNze90nfd9JlDUS8Ieu2qXPVCyhrqAlCqF9o1pd1XKrhxKrPEgxZE/vauPbHKXR+dOFCLFmmsQwCQkRmxWdbBBh7rsekp3zn16j6Mv1FR7gSOXuHa3nCbfdPjdZi0EAhEAOVOYCipb8oCZuq49DdpLQDMOCgviBHbtg1itkKBkJvxku/PWj4A574iI9Ci1btDASKUWUus7uu7T5lyf4Q6iLJAXNjrY11ZWXBseO30OKW0bfqZUWRmGpATJ+TGG4/Fuva88PPjM+dOdVffv4/pWIaH8Oo0qtPpjDmRwzAMwzBMY1pxd45kzNBwMS5Fzu/3TMTzqtySYwmfpJvta1R3MI8dzDEOVr9Vrp9wscl0u2W3Ucmx/SU0/LTTVKP4pZRGT0VVlhvnTkMcBx7F5KT9UNGCE9YJoxV028JdgDQYMXRNuane8HUU+Vhygo6lcW4xaHeUvbZ1Rf44eGuNHkfRHZWDoMjaEZQLKI5jbvTTcI46clE3x+cm7sVYb0LLDeo6PsbsU6oOKfWij9paQpBCIVd9IChI+H0AosBUIRRI6AUedIGECCw+Ahmkc2f6gNvc1LeWHGncUnX0AaRjdBT16TEYd46CidGpisep+OAV6og4SZ21nghBEEovcQHkOsjduI8U5YBZFJPIuM0oh45XST9Z1oIioVSfCZYPY05C60furCEg+1m1VpQ0jijX7kDVZ4431wH16Nyt9cgeG7qH7NWnwHqk3ZDWMkNQKjfWIG/toWQsth1A+PZtOyI3x5A7lpxfKI+sN9Yy5N2KwysoOBmgZlyKnG09NUxR4/LUh4Qq0ZOKnEZ1w+30+KrXw0Ur51dGo91lwiVahRxFTxtR8VgfYBy3HQouSo5Vwe+tQnwe4TYRFURROAMK0AHD9oaRA27WUChkCN4FZSMVCIRceHcUCeUEjTI3j1xYd5RxixgRYPfbwF0bT6NdPWG8hg72VXnu6muBIb2oSeMywitH2t3iFppEvPaRENLcCmXiIrU3WSu+ZGFsVpD5eJB65OpxQiAN0A3dKLArdfs3WIsTMuMzQeI6YtcJZ7eopM4q6WNynMjS/cdP+Qo66L4Onf3ZCBNCIhrgjtX9GMEl6rCOdnfjh/ugaXEG4SYF2FgWMu8/rEgw9cLrGwcx+/1xfI12dQHS1zdtEuUuSaqrGyR/9PVzpAtxWjFo65HIo/fCxw81n/022PDsKs24vNM/9TzQ1TfSo2DGOu34s5sGABbqFw8If5DKxE84pvAJnCj+V8GbguxsJtumCo6xbWhrkJ3qS0EfRggZGRIKmNAiQyCQdNIEqZCx1hknZuxTsjIzlMgm14sFjZtuDDsrJwnYJV3XXzMVXAt/fVwWcCGQR5YavdwCyE/vt8LH7XdtFKdOl05xtqLKBhjbQFZjtYgsE6EQQGCNtAFWSR965e5ABJGOGdJCx9gKicw1EPA33lDg2TERdCbMJACacj9TEhSIg1AU2f71UcVlHgLLCZERW1bE9EELEWNJotAyYsdkr68XK1rwCXO90rgemPPWAg0IhAgIoDqc1Sb4svhrr6K6cYb2QPhQDiIfCK/b9XFmw+0ZYpGjGZcip07j9MQZAM0FR8vttNVnde2yH5qy2mViRtetFjS6bmwC8kIm/Rn3N69QEFHwg2+9Vam4sXVz+1QbChxRLnBI2CDPEoFjLDZVpDlJivvjK9goZ0nDDL1u6nVgHYFd2MLnhWm+hEAgcFr6AA4gJNSJIOWEDtxK61acOclUQmx18MLKNh8vRdN8OK3Ut9arGgYWDqvgs1gPUlht+llq5wck+Nz0M/lzvzF2qqZ1Op1xea9/4oFt6JKNY3KYzmWwRE57lpyBi5w0lsbXpUJ5mcjxwsWPycfQpFYbX64SkWOFj7WdhMsX1J3I0e4ngs43Y/+z0Te2PEefcTsp2DR/NiZEmTLnonKzfhQUhfEs1qoT5jxJ/kVjUWRJF6oslAmZ7EsXzCwnHRsl1ihAmfw51lVkppejaK0wHSNNWB+tPeXGbBYaFRPcuEWwTxOMCwpkr62ZueY+DCIz52vbCM89SCoYfTPia+jcYSYRoRZPmck5VHPjDK8DUV+hXrEtc22EDPZrF6C2PtUgZBesJYeUnt2m25wAYXMImXPW65qZ26O9DpDB+PoAyiGzKbof1ev6UKrHnPMEgOpQ1Ics2wvFxVWHFrbkaMalyNnVS+iSKrT6FmhnX6O66f52jm2n3Vb6Aar3tztm21Z4M21rjalRjL3h27yu7dLKNWgYpFzRQPqDFI6t1HITlIdlqWgJ91vxEpUZuWHLrIXFx9FoclF3+5w7CmYatQjEjRMrrYuaMDOv318UNqGosWX+Wti4kPDM0xt9taABoBMFhvuNe6uRu8reQMOxeEGTjj04T2eBK1PB1i0VrtcUiCBjgdLtB0kAg0Av/X1NXXwqGlehXT365PehRNxE/SenECb8i04pDvwtzfpMIhivFjjxOFOrmu2LAFLunNN29fhMXWe1SmOhwrLg8xW+X0nfnuEVOID+nudNfoxUJ/xgN2Fcipzf9PwJNVFc7oEZ25BQ7iZkZ8kIkoVU7kNBf8RQfHwD10vFPlVyXmk76TZB6VlWSfZaV19akRIH5hYCdc1+K1JcWxSW+xuVFS22DStc9DEqqufLmguY9AabptWPzr0FS05ImcgJy2PKyqr7jy1LcQK8yILj6vsYEi9krNAJ+gjHYgKtiXqN4LBJIWVYuSAKUgtSuE/f640rLFrhNh5n2H96LYrWKduun7kVjcPWI4AEuRluxZlfcO24/WGcENX1mK1oNn3rBJ/xNY8sWJGoEsmY6sE4FGwcjh1LKNqiHEHDQBhi1KhOpzMuRQ7DMAzDdDKxPa66TqczLkXOVvmwe8KwPnX7lBmmZw/97XqaYVZ4XbYdkrZVtt1OP83GWLY/nPZY1nYr/TS7VqOG1AU3zMF+Fr1Mo2xooWkVQsU1psbWiaq+C9Ngm1g8wv5j909sfSnur15QsbFbqej+SOvH9crH59voX45w/ZRbtNBY91O5RadRe2VjsztVbBHwAyi4duy2m01VGGBoNQFgMxzDWnZsPZm4VxBZM8K2rSVFLyuBZH8jK2SItdAk52UsUuTajLM4x5TYTCOfeYVNlcLp3YGFypaH9YJzTcuiuvDfjdDS5NoWwbkmLsDhgJMBasalyGEYhmGYToYDjzXjUuTs7NnS8qwIhmmXobZutbuiceOp1u3FAhWsPJXHl1t3ytou7m9mmUkbq7BYuWf6gbwfxmoZmATLpum3SzHwtmg9Ka8X7/O5YeDHWRhY7vPqRA3EcT9xebF/Z+FwnZWPuZowDqyi3ZI2o3ikiq6cdYvKy/2xqSUmbjOOKSq+F26dXhQ/BHp/XjEWNeS/Cyk59Nprzep0OuNS5DAMwzBMJ2NTPDSr0+mMS5HT07erbX86MxawT6Wy4nVn0e5socLxLV6Xxv00fjptxdITH9DIslT1g9zidWgn50Kh7yGk5Gm7WRK3qnplx1XG7jR476r6L8zuaqHvdAp66fRxW6dJm2FbjdppZgFrdky7xzetNyIxOc0/t+MgJGd8ihyGYRiG6WTYkqMZlyInV88V07czzCginL0zUItN6/SjnzbG1qp1ouWx9OcxND0m3B7hx9r2rk//2hUl0w3b7bed+mFMzGC123ypghYsK4PUd6tWHbt3OFHUgsgZB6accSlyGIZhGKaTsSkPm9XpdMalyCHV23hNA4YZBQzWQ1aYV2WorAWaAVqcBuGEh/b8NGVxJq3QSrzIUDOSfY9nRuK6s7tKw9G3DMMwDNNh2GSAzf7a4a677sIb3/hGzJ49G0IIfPvb3y70+dGPfhT7778/Jk+ejMWLF+Ohhx4axLNqn/FpyUGOEUuFyzAjxJA8sw2TT380WSDaiTOpOpYZjwxzTM4QWHJ2796NF7/4xfirv/ornHHGGYX9n/70p/FP//RP+OpXv4r58+fj//2//4clS5bggQcewKRJk9rqa7AYlyKHYRiGYTqZoRA5y5Ytw7Jly0r3ERGuvvpq/MM//ANOP/10AMC//uu/YubMmfj2t7+Nv/zLv2yrr8FinIqcFhIIMAwzaLAFg2GGlxw5RJM8VvmAsoHHPProo9i2bRsWL17syqZNm4aFCxdi/fr1LHIYhmEYhhkc2rHk7Nq1KyqfOHEiJk6c2FZ/27ZtAwDMnDkzKp85c6bbNxJw4DHDdCA0yv5jmPHN8GddVy3+BwBz5szBtGnT3N8VV1wx7OMdKtiSwzAMwzAdBgkCicbiyj6AbNmyBd3d3a68XSsOAMyaNQsAsH37duy///6ufPv27Tj22GPbbm+wGKcih58tGYZhmM5Fx9u0FpPT3d0diZz+MH/+fMyaNQtr1651ombXrl34+c9/jve+970DansgjFORwzAMwzCdC5monGZ12uHZZ5/Fww8/7LYfffRR3HfffZgxYwbmzp2Liy66CJ/4xCdw2GGHuSnks2fPxpvf/Ob+nMKgwCKHYRiGYToMJRREE3eValPk/OIXv8BrXvMat71y5UoAwPLly3H99dfjwx/+MHbv3o3zzz8fO3bswCtf+Ur88Ic/HLEcOQAgqN2Uh2OYXbt2Ydq0aQAycDJAhmEYZjgQQoJIu4927tw5YNdQI+x97ujp70QmuhrWzakXm3Z8bcjHNJKwJYdhGIZhOgwFBdHEUtOuJWcswiKHYRiGYTqMHH1o5rHQdTobFjkMwzAM02HoDFWtTSHvZFjkMAzDMEyHMRSBx2MRFjkMwzAM02Eo5BBNFjVQg7h21WiFRQ7DMAzDdBzN8+SMxHITw82YWLvqsccew7nnnov58+dj8uTJOOSQQ7Bq1Sr09vaO9NAYhmEYpjEjkKklp76W/jqdMWHJefDBB6GUwpe+9CUceuih2LRpE8477zzs3r0bn/3sZ0d6eAzDMAwzqiDkoCZ2DGJ31ehg6dKlWLp0qds++OCDsXnzZlx77bUschiGYRgmQQcVc+DxmBA5ZezcuRMzZsxoWKenpwc9PT1ue9euXUM9LIZhGIYZcXgKuWZMxOSkPPzww7jmmmvwnve8p2G9K664AtOmTXN/c+bMGaYRMgzDMMzIQZS39NfpjKjI+bu/+zsIIRr+Pfjgg9ExTzzxBJYuXYq3vOUtOO+88xq2f+mll2Lnzp3ub8uWLUN5OgzDMAwzKsjR19JfpzOiC3Q+/fTT+MMf/tCwzsEHH4yuLr3I2NatW/HqV78aJ554Iq6//npI2Z5G4wU6GYZhmOFGQBjX0fAt0Llf9yJI0TgiRVEdT+1azwt0DhX77rsv9t1335bqPvHEE3jNa16D4447DmvWrGlb4DAMwzDMeIEDjzVjIvD4iSeewKtf/WrMmzcPn/3sZ/H000+7fbNmzRrBkTEMwzDM6IMoBzXxWIyHmJwxIXJuv/12PPzww3j44Ydx4IEHRvtG0NvGMAzDMKMSnl2lGRM+n3e/+90gotI/hmEYhmFiiPqgmvwRZzxmGIZhGGasQaTQbIKNrtPZsMhhGIZhmA6DRY6GRQ7DMAzDdBgKCqKZyOHZVQzDMAzDjDWU6oMQTQKPeXYVwzAMwzADYSRmMek+eXYVixyGYRiG6TBaibfhmByGYRiGYcYcLHI0LHIYhmEYpsNoJaiYA48ZhmEYhhlzKFWHEI3z/bIlh2EYhmGYMUgrAoZFDsMwDMMwYwyOydGwyGEYhmGYDoNjcjQschiGYRimw9ALWDdLBsh5chiGYRiGGWPoFcabrV3FIodhGIZhmDFH8wU6MQ4yHjeeX8YwDMMwzNiDVGt/bbJ69WocdNBBmDRpEhYuXIh77rlnCAY/eLDIYRiGYZgOg1r8rx3+/d//HStXrsSqVavwy1/+Ei9+8YuxZMkSPPXUU0N0FgOHRQ7DMAzDdByqxb/W+dznPofzzjsP55xzDo488kh88YtfxJQpU/CVr3xlcIc+iIyrmBwfZNX5fkiGYRhmNKHvO8MX7KvQale7du2KtidOnIiJEydGZb29vdi4cSMuvfRSVyalxOLFi7F+/foBj3aoGFci55lnnjGvOj83AMMwDDP6eOaZZzBt2rQha7+rqwuzZs3Ctm3bWqo/depUzJkzJypbtWoVLrvssqjs97//PfI8x8yZM6PymTNn4sEHHxzQmIeScSVyZs+ejS1btoCIMHfuXGzZsgXd3d0jPawBsWvXLsyZM6cjzgXorPPppHMBOut8OulcgM46n046F8Cfz+OPPw4hBGbPnj2k/U2aNAmPPvooent7W6pPRBAinoWVWnHGMuNK5EgpceCBBzrTXHd3d0d8iYDOOhegs86nk84F6Kzz6aRzATrrfDrpXABg2rRpw3Y+kyZNwqRJkwa1zRe+8IXIsgzbt2+Pyrdv345Zs2YNal+DCQceMwzDMAzTkK6uLhx33HFYu3atK1NKYe3atVi0aNEIjqwx48qSwzAMwzBM/1i5ciWWL1+O448/HieccAKuvvpq7N69G+ecc85ID62ScSlyJk6ciFWrVnWE37GTzgXorPPppHMBOut8OulcgM46n046F6Czzudtb3sbnn76aXz0ox/Ftm3bcOyxx+KHP/xhIRh5NCFoPCxewTAMwzDMuINjchiGYRiG6UhY5DAMwzAM05GwyGEYhmEYpiNhkcMwDMMwTEcy7kTOWFgm/oorrsDLXvYy7L333thvv/3w5je/GZs3b47qvPrVr4YQIvr7m7/5m6jO448/jje84Q2YMmUK9ttvP3zoQx9CvV4fzlMBAFx22WWFsR5++OFu/549e7BixQrss88+mDp1Ks4888xCwqnRci4HHXRQ4VyEEFixYgWA0f++3HXXXXjjG9+I2bNnQwiBb3/729F+IsJHP/pR7L///pg8eTIWL16Mhx56KKrzxz/+EWeffTa6u7sxffp0nHvuuXj22WejOv/93/+NV73qVZg0aRLmzJmDT3/608N6Ln19fbjkkkvwohe9CHvttRdmz56Nd73rXdi6dWvURtn7eeWVVw77uTQ7HwB497vfXRjr0qVLozpj4b0BUPodEkLgM5/5jKszWt6bVn6PB+s3bN26dXjpS1+KiRMn4tBDD8X1118/6Ocz7qBxxE033URdXV30la98hf7nf/6HzjvvPJo+fTpt3759pIcWsWTJElqzZg1t2rSJ7rvvPnr9619Pc+fOpWeffdbVOfnkk+m8886jJ5980v3t3LnT7a/X63T00UfT4sWL6Ve/+hV9//vfpxe+8IV06aWXDvv5rFq1io466qhorE8//bTb/zd/8zc0Z84cWrt2Lf3iF7+gE088kV7+8pePynN56qmnovO4/fbbCQDdcccdRDT635fvf//79Pd///f0rW99iwDQLbfcEu2/8soradq0afTtb3+bfv3rX9Ob3vQmmj9/Pj3//POuztKlS+nFL34xbdiwgX7yk5/QoYceSmeddZbbv3PnTpo5cyadffbZtGnTJrrxxhtp8uTJ9KUvfWnYzmXHjh20ePFi+vd//3d68MEHaf369XTCCSfQcccdF7Uxb948+sd//Mfo/Qq/Z8N1Ls3Oh4ho+fLltHTp0misf/zjH6M6Y+G9IaLoHJ588kn6yle+QkIIeuSRR1yd0fLetPJ7PBi/Yb/5zW9oypQptHLlSnrggQfommuuoSzL6Ic//OGgns94Y1yJnBNOOIFWrFjhtvM8p9mzZ9MVV1wxgqNqzlNPPUUA6M4773RlJ598Mn3gAx+oPOb73/8+SSlp27Ztruzaa6+l7u5u6unpGcrhFli1ahW9+MUvLt23Y8cOmjBhAt18882u7H//938JAK1fv56IRte5pHzgAx+gQw45hJRSRDS23pf05qOUolmzZtFnPvMZV7Zjxw6aOHEi3XjjjURE9MADDxAAuvfee12dH/zgBySEoCeeeIKIiL7whS/QC17wguh8LrnkElqwYMGwnUsZ99xzDwGg3/72t65s3rx5dNVVV1UeMxLnQlR+PsuXL6fTTz+98pix/N6cfvrpdMopp0Rlo/W9SX+PB+s37MMf/jAdddRRUV9ve9vbaMmSJUN6Pp3OuHFX2WXiFy9e7MrGwjLxALBz504AwIwZM6Lyr3/963jhC1+Io48+Gpdeeimee+45t2/9+vV40YteFCVpWrJkCXbt2oX/+Z//GZ6BBzz00EOYPXs2Dj74YJx99tl4/PHHAQAbN25EX19f9L4cfvjhmDt3rntfRtu5WHp7e/Fv//Zv+Ku/+qtogbux9L6EPProo9i2bVv0XkybNg0LFy6M3ovp06fj+OOPd3UWL14MKSV+/vOfuzonnXQSurq6XJ0lS5Zg8+bN+NOf/jRMZ1Nk586dEEJg+vTpUfmVV16JffbZBy95yUvwmc98JnIhjLZzWbduHfbbbz8sWLAA733ve/GHP/whGutYfG+2b9+O733vezj33HML+0bje5P+Hg/Wb9j69eujNmyd0X5/Gu2Mm4zHY3WZeKUULrroIrziFa/A0Ucf7crf/va3Y968eZg9ezb++7//G5dccgk2b96Mb33rWwCAbdu2lZ6r3TecLFy4ENdffz0WLFiAJ598Eh/72Mfwqle9Cps2bcK2bdvQ1dVVuPHMnDnTjXM0nUvIt7/9bezYsQPvfve7XdlYel9SbP9l4wvfi/322y/aX6vVMGPGjKjO/PnzC23YfS94wQuGZPyN2LNnDy655BKcddZZ0SKJ73//+/HSl74UM2bMwN13341LL70UTz75JD73uc+58Y6Wc1m6dCnOOOMMzJ8/H4888gg+8pGPYNmyZVi/fj2yLBuz781Xv/pV7L333jjjjDOi8tH43pT9Hg/Wb1hVnV27duH555/H5MmTB/18xgPjRuSMVVasWIFNmzbhpz/9aVR+/vnnu9cvetGLsP/+++PUU0/FI488gkMOOWS4h9mQZcuWudfHHHMMFi5ciHnz5uEb3/jGmP7iXnfddVi2bBlmz57tysbS+zJe6Ovrw1vf+lYQEa699tpo38qVK93rY445Bl1dXXjPe96DK664YtSl4f/Lv/xL9/pFL3oRjjnmGBxyyCFYt24dTj311BEc2cD4yle+grPPPruwavZofG+qfo+Z0cu4cVeNxWXiL7jgAnz3u9/FHXfcgQMPPLBh3YULFwIAHn74YQDArFmzSs/V7htJpk+fjj/7sz/Dww8/jFmzZqG3txc7duyI6oTvy2g8l9/+9rf40Y9+hL/+679uWG8svS+2/0bfkVmzZuGpp56K9tfrdfzxj38cle+XFTi//e1vcfvtt0dWnDIWLlyIer2Oxx57DMDoOpeUgw8+GC984Qujz9ZYem8A4Cc/+Qk2b97c9HsEjPx7U/V7PFi/YVV1uru7x/TD4EgzbkTOWFomnohwwQUX4JZbbsGPf/zjgkm2jPvuuw8AsP/++wMAFi1ahPvvvz/60bM/8kceeeSQjLtVnn32WTzyyCPYf//9cdxxx2HChAnR+7J582Y8/vjj7n0ZjeeyZs0a7LfffnjDG97QsN5Yel/mz5+PWbNmRe/Frl278POf/zx6L3bs2IGNGze6Oj/+8Y+hlHKCbtGiRbjrrrvQ19fn6tx+++1YsGDBsLpDrMB56KGH8KMf/Qj77LNP02Puu+8+SCmd22e0nEsZv/vd7/CHP/wh+myNlffGct111+G4447Di1/84qZ1R+q9afZ7PFi/YYsWLYrasHVG2/1pzDHCgc/Dyk033UQTJ06k66+/nh544AE6//zzafr06VHE+2jgve99L02bNo3WrVsXTZ987rnniIjo4Ycfpn/8x3+kX/ziF/Too4/Sd77zHTr44IPppJNOcm3YKYuve93r6L777qMf/vCHtO+++47ItOsPfvCDtG7dOnr00UfpZz/7GS1evJhe+MIX0lNPPUVEevrl3Llz6cc//jH94he/oEWLFtGiRYtG5bkQ6Vl5c+fOpUsuuSQqHwvvyzPPPEO/+tWv6Fe/+hUBoM997nP0q1/9ys04uvLKK2n69On0ne98h/77v/+bTj/99NIp5C95yUvo5z//Of30pz+lww47LJqmvGPHDpo5cya9853vpE2bNtFNN91EU6ZMGfSpvY3Opbe3l970pjfRgQceSPfdd1/0PbKzWe6++2666qqr6L777qNHHnmE/u3f/o323Xdfete73jXs59LsfJ555hn627/9W1q/fj09+uij9KMf/Yhe+tKX0mGHHUZ79uxxbYyF98ayc+dOmjJlCl177bWF40fTe9Ps95hocH7D7BTyD33oQ/S///u/tHr1ap5CPgiMK5FDRHTNNdfQ3Llzqauri0444QTasGHDSA+pAIDSvzVr1hAR0eOPP04nnXQSzZgxgyZOnEiHHnoofehDH4rysRARPfbYY7Rs2TKaPHkyvfCFL6QPfvCD1NfXN+zn87a3vY32339/6urqogMOOIDe9ra30cMPP+z2P//88/S+972PXvCCF9CUKVPoz//8z+nJJ5+M2hgt50JEdNtttxEA2rx5c1Q+Ft6XO+64o/SztXz5ciLS08j/3//7fzRz5kyaOHEinXrqqYXz/MMf/kBnnXUWTZ06lbq7u+mcc86hZ555Jqrz61//ml75ylfSxIkT6YADDqArr7xyWM/l0Ucfrfwe2ZxGGzdupIULF9K0adNo0qRJdMQRR9Dll18eiYbhOpdm5/Pcc8/R6173Otp3331pwoQJNG/ePDrvvPMKD2hj4b2xfOlLX6LJkyfTjh07CsePpvem2e8x0eD9ht1xxx107LHHUldXFx188MFRH0z/EEREQ2QkYhiGYRiGGTHGTUwOwzAMwzDjCxY5DMMwDMN0JCxyGIZhGIbpSFjkMAzDMAzTkbDIYRiGYRimI2GRwzAMwzBMR8Iih2EYhmGYjoRFDsMwDMMwHQmLHIZhGIZhOhIWOQzDMAzDdCQschiGYRiG6UhY5DAMU8nTTz+NWbNm4fLLL3dld999N7q6urB27doRHBnDMExzeIFOhmEa8v3vfx9vfvObcffdd2PBggU49thjcfrpp+Nzn/vcSA+NYRimISxyGIZpyooVK/CjH/0Ixx9/PO6//37ce++9mDhx4kgPi2EYpiEschiGacrzzz+Po48+Glu2bMHGjRvxohe9aKSHxDAM0xSOyWEYpimPPPIItm7dCqUUHnvssZEeDsMwTEuwJYdhmIb09vbihBNOwLHHHosFCxbg6quvxv3334/99ttvpIfGMAzTEBY5DMM05EMf+hC++c1v4te//jWmTp2Kk08+GdOmTcN3v/vdkR4awzBMQ9hdxTBMJevWrcPVV1+Nr33ta+ju7oaUEl/72tfwk5/8BNdee+1ID49hGKYhbMlhGIZhGKYjYUsOwzAMwzAdCYschmEYhmE6EhY5DMMwDMN0JCxyGIZhGIbpSFjkMAzDMAzTkbDIYRiGYRimI2GRwzAMwzBMR8Iih2EYhmGYjoRFDsMwDMMwHQmLHIZhGIZhOhIWOQzDMAzDdCQschiGYRiG6UhY5DAMwzAM05GwyGEYhmEYpiNhkcMwDMMwTEfCIodhGIZhmI6ERQ7DMKOGdevWQQiBdevWjfRQGIbpAFjkMMwoQwjR0t+6devw2GOPue1PfOITpe2dffbZEEJg6tSpw3wmDMMwI0ttpAfAMEzM1772tWj7X//1X3H77bcXyo844gg8//zzAIBJkybhxhtvxD/8wz9EdXbv3o3vfOc7mDRp0tAOmmEYZhTCIodhRhnveMc7ou0NGzbg9ttvL5QDwGOPPQYAeP3rX49vfetb+PWvf40Xv/jFbv93vvMd9Pb2YunSpfjxj388pONmGIYZbbC7imE6gEWLFmH+/Pm44YYbovKvf/3rWLp0KWbMmNFSO+9+97sxdepUPP744zjttNMwdepUHHDAAVi9ejUA4P7778cpp5yCvfbaC/PmzSv0BwC/+c1v8Ja3vAUzZszAlClTcOKJJ+J73/teod7vfvc7vPnNb8Zee+2F/fbbDxdffDF6enpKx/Xzn/8cS5cuxbRp0zBlyhScfPLJ+NnPftbSOTEMM35hkcMwHcJZZ52Fm266CUQEAPj973+P//qv/8Lb3/72ttrJ8xzLli3DnDlz8OlPfxoHHXQQLrjgAlx//fVYunQpjj/+eHzqU5/C3nvvjXe961149NFH3bHbt2/Hy1/+ctx222143/veh09+8pPYs2cP3vSmN+GWW25x9Z5//nmceuqpuO2223DBBRfg7//+7/GTn/wEH/7whwvj+fGPf4yTTjoJu3btwqpVq3D55Zdjx44dOOWUU3DPPff082oxDDMuIIZhRjUrVqygqq/qo48+SgDoM5/5DG3atIkA0E9+8hMiIlq9ejVNnTqVdu/eTcuXL6e99tqraV/Lly8nAHT55Ze7sj/96U80efJkEkLQTTfd5MoffPBBAkCrVq1yZRdddFE0BiKiZ555hubPn08HHXQQ5XlORERXX301AaBvfOMbrt7u3bvp0EMPJQB0xx13EBGRUooOO+wwWrJkCSmlXN3nnnuO5s+fT6997WubnhPDMOMXtuQwTIdw1FFH4ZhjjsGNN94IALjhhhtw+umnY8qUKW239dd//dfu9fTp07FgwQLstddeeOtb3+rKFyxYgOnTp+M3v/mNK/v+97+PE044Aa985Std2dSpU3H++efjsccewwMPPODq7b///viLv/gLV2/KlCk4//zzo3Hcd999eOihh/D2t78df/jDH/D73/8ev//977F7926ceuqpuOuuu6CUavv8GIYZH7DIYZgO4u1vfztuvvlmPPzww7j77rvbdlUBeqbWvvvuG5VNmzYNBx54IIQQhfI//elPbvu3v/0tFixYUGjziCOOcPvtv4ceemihvfTYhx56CACwfPly7LvvvtHfv/zLv6Cnpwc7d+5s+xwZhhkf8OwqhukgzjrrLFx66aU477zzsM8+++B1r3td221kWdZWOZkYoKHAWmk+85nP4Nhjjy2tw/l/GIapgkUOw3QQc+fOxSte8QqsW7cO733ve1GrDe9XfN68edi8eXOh/MEHH3T77b+bNm0CEUXWnPTYQw45BADQ3d2NxYsXD9WwGYbpUNhdxTAdxic+8QmsWrUKF1544bD3/frXvx733HMP1q9f78p2796NL3/5yzjooINw5JFHunpbt27FN7/5TVfvueeew5e//OWoveOOOw6HHHIIPvvZz+LZZ58t9Pf0008P0ZkwDNMJsCWHYTqMk08+GSeffPKI9P13f/d3uPHGG7Fs2TK8//3vx4wZM/DVr34Vjz76KP7jP/4DUurnqvPOOw+f//zn8a53vQsbN27E/vvvj6997WuFIGkpJf7lX/4Fy5Ytw1FHHYVzzjkHBxxwAJ544gnccccd6O7uxq233joSp8owzBiARQ7DMIPGzJkzcffdd+OSSy7BNddcgz179uCYY47Brbfeije84Q2u3pQpU7B27VpceOGFuOaaazBlyhScffbZWLZsGZYuXRq1+epXvxrr16/Hxz/+cXz+85/Hs88+i1mzZmHhwoV4z3veM9ynyDDMGELQUEYNMgzDMAzDjBAck8MwDMMwTEfCIodhGIZhmI6ERQ7DMAzDMB0JixyGYRiGYRpy2WWXQQgR/R1++OFu/549e7BixQrss88+mDp1Ks4880xs3759BEesYZHDMAzDMExTjjrqKDz55JPu76c//anbd/HFF+PWW2/FzTffjDvvvBNbt27FGWecMYKj1fAUcoZhGIZhmlKr1TBr1qxC+c6dO3HdddfhhhtuwCmnnAIAWLNmDY444ghs2LABJ5544nAP1TGmLDlPPPEE3vGOd2CfffbB5MmT8aIXvQi/+MUvRnpYDMMwDNPxPPTQQ5g9ezYOPvhgnH322Xj88ccBABs3bkRfX1+09Mrhhx+OuXPnRtnPR4IxY8n505/+hFe84hV4zWtegx/84AfYd9998dBDD+EFL3hBy20opbB161bsvffehdWPGYZhGGaoICI888wzmD17tsv8PVTs2bMHvb29LY8rvR9OnDgREydOjMoWLlyI66+/HgsWLMCTTz6Jj33sY3jVq16FTZs2Ydu2bejq6sL06dOjY2bOnIlt27YN6FwGypgROZ/61KcwZ84crFmzxpXNnz+/rTa2bt2KOXPmDPbQGIZhGKYltmzZggMPPHDI2t+zZw/mzz8A27b9saX6U6dOLawLt2rVKlx22WVR2bJly9zrY445BgsXLsS8efPwjW98A5MnTx7wuIeKMSNy/vM//xNLlizBW97yFtx555044IAD8L73vQ/nnXdey23svffe5pUEwJYchmEYZrggACq4Dw0Nvb292Lbtj3jskRvQ3T2lYd1du57DQYe8HVu2bEF3d7crT604ZUyfPh1/9md/hocffhivfe1r0dvbix07dkTWnO3bt5fG8AwnY0bk/OY3v8G1116LlStX4iMf+QjuvfdevP/970dXVxeWL19eekxPTw96enrc9jPPPGNeCbDIYRiGYYab4QqV6J46Cd1Tm1hYlNJ1u7sjkdMKzz77LB555BG8853vxHHHHYcJEyZg7dq1OPPMMwEAmzdvxuOPP45Fixb1a/yDxZgROUopHH/88bj88ssBAC95yUuwadMmfPGLX6wUOVdccQU+9rGPDecwGYZhGGbkIdJ/zeq0yN/+7d/ijW98I+bNm4etW7di1apVyLIMZ511FqZNm4Zzzz0XK1euxIwZM9Dd3Y0LL7wQixYtGtGZVcAYml21//7748gjj4zKjjjiCBfdXcall16KnTt3ur8tW7YM9TAZhmEYZuRRpC01Df9aFzm/+93vcNZZZ2HBggV461vfin322QcbNmzAvvvuCwC46qqrcNppp+HMM8/ESSedhFmzZuFb3/rWUJ1dy4wZS84rXvEKbN68OSr7v//7P8ybN6/ymLIIcYZhGIbpeKyQaVanRW666aaG+ydNmoTVq1dj9erVLbc5HIwZkXPxxRfj5S9/OS6//HK89a1vxT333IMvf/nL+PKXvzzSQ2MYhmGY0UW9rv+a1elwxoy76mUvexluueUW3HjjjTj66KPx8Y9/HFdffTXOPvvskR4awzAMw4wuqJmrSuk6Hc6YseQAwGmnnYbTTjttpIfBMAzDMKMaQQqiiYhptr8TGFMih2EYhmGYFhjkmJyxCoschmEYhuk0FDWfPdXG7KqxCoschmEYhuk0OPAYAIschmEYhuk8iJoHFreRDHCswiKHYRiGYToNjskBwCKHYRiGYToPjskBwCKHYRiGYToPtuQAYJHDMAzDMB2HyOsQTQKLRc6BxwzDMAzDjDUGeRXysQqLHIZhGIbpNNhdBYBFDsMwDMN0HixyALDIYRiGYZjOg2dXAWCRwzAMwzCdRz1vIeNxPjxjGUFY5DAMwzBMp8GBxwBY5DAMwzBM58ExOQBY5DAMwzBM50EtxOSwJYdhGIZhmDEHr0IOgEUOwzAMw3QePLsKAIschmEYhuk8SOm/ZnU6HBY5DMMwDNNpsCUHAIschmEYhuk8eHYVABY5DMMwDNN51FXzZH91FjkMwzAMw4w12F0FgEUOwzAMw3QgLQQegy05DMMwDMOMNdiSA4BFDsMwDMN0HixyALDIYRiGYZjOo563EHjMq5AzDMMwDDPWYEsOABY5DMMwDNN5cJ4cAIAc6QEwDMMwDDPIELX210+uvPJKCCFw0UUXubI9e/ZgxYoV2GeffTB16lSceeaZ2L59+yCcTP9hkcMwDMMwnYZ1VzX76wf33nsvvvSlL+GYY46Jyi+++GLceuutuPnmm3HnnXdi69atOOOMMwbjbPoNixyGYRiG6TTy3AcfV/3l7QceP/vsszj77LPxz//8z3jBC17gynfu3InrrrsOn/vc53DKKafguOOOw5o1a3D33Xdjw4YNg3lmbcEih2EYhmE6jTYsObt27Yr+enp6KptdsWIF3vCGN2Dx4sVR+caNG9HX1xeVH3744Zg7dy7Wr18/NOfYAhx4zDDMqEBAjPQQGGZIIBAw3J9vhRZmV+l/5syZExWvWrUKl112WaH6TTfdhF/+8pe49957C/u2bduGrq4uTJ8+PSqfOXMmtm3b1sbABxcWOQzDMAzTabQxhXzLli3o7u52xRMnTixU3bJlCz7wgQ/g9ttvx6RJkwZ1qEPJmHVXlUV2MwzTGmIU/scwncpIfL5JUUt/ANDd3R39lYmcjRs34qmnnsJLX/pS1Go11Go13Hnnnfinf/on1Go1zJw5E729vdixY0d03Pbt2zFr1qzhOOVSxqQlpyqym2EYhmEYALnSf83qtMipp56K+++/Pyo755xzcPjhh+OSSy7BnDlzMGHCBKxduxZnnnkmAGDz5s14/PHHsWjRoraHP1iMOZETRnZ/4hOfGOnhMMyQMuosHGKUjYdhxgrDnVx4kDMe77333jj66KOjsr322gv77LOPKz/33HOxcuVKzJgxA93d3bjwwguxaNEinHjiiW0Pf7AYc+6qqshuhmEYhmEMQ5gnp4qrrroKp512Gs4880ycdNJJmDVrFr71rW8Nah/tMqYsOY0iu8vo6emJpsLt2rVrqIbGjHNGhcVlyKwsQ/8sNCquH8MMKQRC3/B1NwxrV61bty7anjRpElavXo3Vq1cPqN3BZMxYcmxk99e//vWWI7uvuOIKTJs2zf2l0+QYhmEYphOhXIHqTf7aiMkZqwiiASxeMYx8+9vfxp//+Z8jyzJXluc5hBCQUqKnpyfaB5RbcrTQyTDsOQuYUcOosBoMitWlf88o/T5/MZBnouF5nhIDGiPDDB1EBKV2YefOndF07cFm165dmDZtGv74iXeie1JX47p7ejHjH7425GMaScaMu6pZZHcqcAA9179sKhzDMAzDdDTD4K4aC4wZkdNKZDcz/hgyq8ygxrcMscWlJetF4zrNLSDFh4j22wjqDtCywxYbZqxBpKDUMMaFtrLK+Nhw5AyIMSNyGIZhGIZpDVL6r1mdTmdMi5w0spsZfYxI/EvbVpj+WwXaPr+mFojq/dXWi6KVpaxumfWkvM3yfkrbrBhTlaWmmQVmOK1BI4EQzS1iTOdBpFf77qs/NXyd1pX+a1anwxnTIodhGIZhmCJsydGwyBnntGuJINAAZucMh1WngSVk0GJcBj++pRXLS1yn0b54O2wnKk+PiepllfVkRXvlbVa3k/YZt9PY4iHbsOKMtvgdgQyEPNq2EPJou1F5WmbbbFaPGX4IORTV8ezz/zeMnbYQeMwxOQzDMAzDjDmU+WtWp8NhkTNGKbNKWCsLNVgkZaAxMk2Pb2qtkdDfrMF7um44pjZiToD24l6q6je2wJSPocoiUmaFKbPSlFleyiwuvt2saVsSZf3F+8L64Vij/SjuBwAZjjndl1xvSe3F/pS1pYylI217qBiLMUPM0JGjF9vxs2HrL1xlvFGdTodFTj9pJiYaHWepOj5t2263KlDaqj8kLqSqG5Lta5BuMm2Jh/6JlOL+5sG3jd1ArQuVKpGSCpQycRLW82WZq+sETCBAZCBWrBCQJINjwv2xoLEiJG1fmvdcUHqMiP5Nr1NYLks+x0IUjy9jKGTGQB8UpBBQgZtA8qKn44I+9OCB4ewwN3/N6nQ441LkvPjFx5YmD2wHgf4tKhv+nFUdn7Ztt5v9FIZ1WqmvGx8JkTNIlI49FRyNhZVo0kbxabzshlvVZ0kbTqwUb+6pGAqvVyxyZNyWFRLOyiKAsB688EEqPpxwEYFFRnhBQ6IgXFAQOQKC4rF4ESVcO7F1p0zklL9uJHJasRsONgO2hgqBMNF8+WeQ6TR66s8DPx2+/tiSoxmXIielTLC0ImLSn6ZG9ct+xsqOT8tERd3CDZ4oqtPwZzM61t4GmrmQQuetTMpSy0VJ75Vioqzf1t1ZxRtEVlJWJVrMjbIfIiWsW3BPlVlgEsFSsOSUCBYrVsJ6ZWJFICsVKUWBIm0LEORFlCmBUMK99m0L0569VnqvDMcqBKQQ7i3WY/FXXdg68UUK2kT8r+s/LrdtWWTpx6xEEBWrtUV/NQg7q5iQPX3DbDbhmBwALHIiQitI1f5GFpKWrTtClEa1tyRSqn5xbZt2f9h+WCbsLSrsS4BQvBkDoUutsWsoOq5CZJQ/sWbJv7l5HW6X1bddFftKhUyViEktIuH+KuFSdEXF7RdiaRpZW8z+0P3j42kyJ150edZcvJAXL9aFFFpUMth9oiBWQqESipRIoBhhIgRcPQn7WosO50YS9t2A23ZXSZi67pr517ZPWx62FX0/SsrCuiGtapTUytqOtinrl2mMFK2tKlBWLy2z21Xlg9Vvq8eX1Xl+mO+2PIVcwyKnhEa/V25fhVCxdZp+hxocX1m3YIEJLR6qKC6abSO8+ZafdVkMUeNA3xIR1YbLiChLymrOtF9loWkkagqCJXEXteIqcmUlwcBI3UrWAhPtT+JgGlhivBUjg6TMu3jIW2FsuYBwbiAnXsx/mZCBUNEiJhPCCZgMRfEiZVG4ZFIYoePf1ZpAJFScyIHfLuwLjncCyJY5QUQFwQPXZvxdcaIKsSBJ64XtpKRfwXYsNj7qrfo73I4lp/AcklBWnpbZc2lWxowMu7P68HbIlhwALHIa0lSshL+SrYqWyPZe8mtU1m5aN4iNiMuCT2zlr1rxBl7aXwoFgcyptahkbK25keJj9HFFF5guK94yRPTcb46SPrhWV5IN419ain2x7STWGD1KEVhrvJjxQkt6t0wS/2Lby6imbS8Uih+JjKz1JhY01iITWmUy164uk0Igc0JDj0yKWMhIK0aMVScTsfBw+2FFUVzmhEzQlj02E5QIH4qPERSIqfC1uWqmHLZf9/5YoW2vbhig7/cTCfe6ysqSfr9b1QHNBIluq4H4EQRFItoeTVT97pWVt/JAF14iSspa6aeVfsv6aHRs2VjKjq2q16yfsvObJPownFAOUBNdRRx4zDAMwzDMWIPX59SMe5Ejkn/bbyC24JS1I8K6AApWl7S9doeAcMp5GhRcVZb016zfMktVqXUpteKE7qdyA35oMaGKsqpZTqWuqZKyKndUVRBw6oLSZyhQHQhssXaX6llLgvxsJN1CDWkwcIYssOSIoK620qRuKF9mLDcC2j0ldL1MWEuNj7exlhdt3dHbocXGlQWvvcWGvNsL2hoRWmmyxEJjt50LzVl6yFt23PHeEiJNvXDbvv3pJ0IKKnwBZYmtoJGVpVC3xa9jqZusysojCBRYcsqOHUmGypLTn2Nb7XeoLDnNjm02nrAskz0YTjgmRzPuRc6g0MovYbsiotL9VQx8bUzq0iobUyi6yoSISupX96HFTFlwcHkgb1gSl4uSunH/oswVVVImRc28joVRFGNTNbvJNRQHCPvjm7ujisHCNddOoxibzLim7DW0LikbbxPG12TG12OFTQYRiBIvbGoiFjWh2yoUNJk59ZowQiMRNJmAczlJ9693M9n9+tNATvjA1g/EixUnti1YERW4q6wIskjntqK4rAWx0VbsTYsCpKxe1bGjTeQ0u0Gnl6uRy8m2JUrqVbXZapktH472wroDOTasR2J4RQ7H5GhY5IxRysVNG6GOpUG8VZ/4dF8Dy1ChmzKx4ktKjgDczU2CSEX1UstN2m4aaGzDccPjm+WaaWXqNhAHDfv2/SwoAE7c2FlQAFBDFuWVsVYbu23lVCYkrDysstq47STWJpMiCva14sZZawBkMoi5EbGw0YKJkMFbU6xwyYQVLt5C4/YZy0wmrYUGyIQyx6tIzOh2yX0UM0lOGEWWG2vlCUWOVOZ6B1ZUEadRCN7euKxSfPjXDeNtSuJ+/E4CSJSKrbSPsnat+AnbbbcsHWNaVjl2ZkiZIIY3AIYtORoWOQzDMAzTYVAuQHljs2Wz/Z0Ai5wRo8RyUjnlu5GVpVkfSZNIHokbubMKbVWPoZBAr6lPoOh6AlBquSFSUZ24lXgGVLqvbBmFtL6ZdA0AkYuqOFtKJvvjJHy2Leuesm1UJeJzU8opmCmF8LV2O+nxeytOYfq31PXCad9Vrihn6RHWylJWz7qZYtdUaLXJhHdTWQuOjcvxLity7igpvCsqg3IuKGvxAaylJ7baCEHRnzllCFm0yNg240JClYWmVbdRK5MP44+Xjxsqb69Rv2VjGOyyuFzI+InenostC8+tUb2ytqqOrzq2ql5/ypqdiy0fymPDerVhjvJlS46GRU5/GAVJJ9pZy6pd0rTzjWnDRTaINBNRA1ocMZ0+3uphqXBL3FQh6bIHZW34adNeAKX70iUP4rgVL2BssbDbpkwEx+iRBlO/neAwYsa6pczrMoHj9pUInNA9FQocH5dj6krrrjQuK6n8+K2XUVBR1CSCxhVHLq3469vIZRPeqArNChSDMuAFTKVgsuMvEx/W1WVfW9otC8vLymx5eF1KUlj1t6ysTtk+YT+ATeoNVVlZ+WAfG5UPs3uQSERiuqpOp8MiZ8QYQQldGXCg89G0LnD8Mf0YBMJfOCJVbm2pOpqoodAhqP4LHVL6HtDm8WXCU0E5e1CxvNh+2IaCtqYQEZQTEH6ftq1RJHQU+dgaFUSA2jIy5QJ6n92Wwn4i9Vw9BW1hUmY8Suh/c9JCh6D3SRJQ9oYPLVIIQvch7BjCm7dAZqx1udJxOIBATgIZFBQIUCL6eColXQwOKTN2qTv1sSkoj4UR6eesdUuOzSHSjiXHtkckUHYDp7xRv+EBZR21WtZqXXPt2rDklJX31xpjr+lgWG36U2bLh8uSg2EWFGzJ0bDIGSiNIhQHrZ3+fhKLAqR4I07rVImW9sdQnanYjyYVOmE5Jd/AMiFE7tZcJhgUQIAQWeTycu2YMhISdvkIFcyqsm0rANLetKPAY7MERZhRS2RQyCFF5tr3gkQfJYUCSEKZkkxkyEm3JaHfIzIutNxYTEDBAhdCQJJOGpBBQJkB6plZ8KrFiQ/9L0nzO0v645aZU7Fiyh4KISAFgQSQkcntS0JrCCOMiEgHPBtdobMpEzKygceAIt2OVDZwWSsUhcxZdpTyFhklsijw2E8XJ0gzo0yfPkGo2NrjylPLWGD5KQvWjepWuLWK9SoeAkLrScM+KsRGgzGWWYfSsrEWeFw5gbRDyfuGV+QoJaCaxNwoxZYchmEYhmHGGkqAmokYFjlMSIkL3uwYDmuOpb/uof72hZb6S602octLu5a8ZQQILS9lWTZsuUjqiMQi411WBKW9IpCASCxAKNqUFeo+KJmsNQcAcuQABMUWHSVq0KEivm0lapDIg9FlIKprh4/wY5PQliQzwVs7qoR3MxERMpGBQNFUcpC27Sjotyoj/aSfCWncVwI5CDUAUhlrkTHgqDwMJtbJAJHr6eFK6jq58jE7SgB1od1aOdmp6dp6ZGN4MtJ96mBkEQQj26nkwsffGLeMnVIurDUGJXlyTAxOOLXcvNu6XMY5csKp4oOZJ6ed/DVNY2+aHGsZKotK+E1qVJ5+w8IyW55errSsnWOrqGqzWd9Vx7ZyXDtjbKffqvLenuFdu4ozHmtY5Bja+UL2S9REx6iK8vb6LQ8+Tt1KySKe0Q3ftlfmilLF15X1fbtaeNiVxK2DJSscE/8wxoKnzAUVx9iErqwwOjQQOkGZoro7Vntj4iAE27aAyY9r3Fd29AIZJNWRp7O3yETEiHj8egaVvVELI6jiVcQVgsSCQhqRJpGL3M7BAlGGHEqLIQLsnhyk3WfQuXOUy51j3UICdSdEfBbjTAB1ISApmFEFnz9HoCo5oDDixIsmCYry9YSBx5kNCg4Cle2MqzDjcSiAgGAMbttew8R9ZQrDdyPMhBxiMx7bBTXt6zLK8nFW0Uzk2PNpdGy4PZI0Ez7NBE3VY0par6zNRgJpoGXNxtPu+Q1E7AHA7t7hfZ858FjDIqeCtkRPy41WCJoqOd00TkeCoq9Wo7iZ8KYeiKOwDxddmYqaYF9pfSt8UqHjXxNlbtaWSIRS8exVaXmp+InidowVh3w9a9mJrEgkjagJ4jnCeB/SQsgLoxxKSDPVO1ycU2nh4+6vtr5052+viaQ6dGitFzx6byB63DR1fUxm/tNt62zIGTJI8jOtMpIoW+ZBZ0a2IsJOKRfGopIs0KmKiQNhBY4VLtCv/RRxEQkYOCuOmaEViCYrZLzYMZYd02ZmhUgiiNx7EwgjVwYvYOw2kjrufaoSG2j/e95Q+FSIp3gsw3Ojq7LklNUDGt+gB3pzb8W6M9iWnIH028ga099jgREQOS24q5q6szqAcS9yKHnd8lueCpPQPdPfNqraLfyyNrO8NNrnxVEkdKrGEJ2XOaZyjN66UnRX5ZFOipd+0IIgnbouArdT6ppKXWgCEkS5ebr24kRAB/lGwxWk26ZYMLksxEJCJEHPUtbM5yN3lh9lBE66zlUOQJJAZdZkt26VcMdoV0/NlGfu33AKuhTxyuQAIEmvXu6WfyCTs1mIwDJjbEOJOAlz7YTrXDnxIeDasUIjXaXc7rNZlLUQ8sd40WLPNZiyHrSlzzcWR/7aefFir7RtI/xmVFlEypyt/fUuN1xd3PzbzKHcjsWok2lViLVzbCttDqTfgRy/u294Mx4rJZoGFnPgMcMwDMMwYw4WORoWOQmhNacVtd6K9Seq059Ir9SyYh8FRYn1JnQhNcuHE5n7/Urm9qk73LavrTWHkqsTPUSXjIsofbatI51aXm5Q8rE9sQUoj46PrDuRFUmYumEsUg67xhXZyJtgGrm3OvhjVJ60AeseSsrMtoJxY0XWHBEFNPuMy259cXcO6bpYLqZHJIt9ingVc9uPhLbwSEgztTzJphxYeqybK7T2OBcRYouPqyN8lmWzywQox5YfS2oBgms7sM4ENrHwoxFagsJ96Se7zC3V6LsZPpG3+1MvhZ+pPxqx42ulHhDXTcvSc0zPu+zYquPLrllVvXb67k9ZVXvpeztY12FPfXhvt4MdeHzttdfi2muvxWOPPQYAOOqoo/DRj34Uy5YtAwDs2bMHH/zgB3HTTTehp6cHS5YswRe+8AXMnDmzn2cwOLDIKaG/psz+HFflz66qK4DW3Vz239JsZnEsixYtNhYmNryH+4pxQHZsYXxLyeBLhY/vPyYMKk5nJNTNaYiSy5CZsXj3lxtzkMtGu7b0q2iIJYt/2vr6RSpoRMHlFdZvJIqEc3X5tv1SEMESE24GmBU/8UKhoRgSMlzk04uhyOVlw5rLlpYIVkAPMyynwggoiiN9Tl4g+Tr+Wrmr4fYHIskJl5JlXEX6ThVvOFW5mBqKnEF0Gw3CfEemw9nTN7z9DXbg8YEHHogrr7wShx12GIgIX/3qV3H66afjV7/6FY466ihcfPHF+N73voebb74Z06ZNwwUXXIAzzjgDP/vZzwZ6KgNi3IqcLJNQSvV7Cl0ay9NqfVFSFm4PiVWoIsamIHjSwONwX+V22RhLfvLDWJvCWVb5qkvK3RT18p7TLuObX5UICocYBB9DIp3VVRxO8VzLVkfXBY1FVLjWlt624iE8LllyQlg5EgZEC4RLU8ioXWsB8se4fmQxIDocX5lYArwAs/XTJSuqyn1MUngt4n1l10vXK2cgYiO0YBY/o/1ob7wG2zCl9NR7h7W/wRY5b3zjG6PtT37yk7j22muxYcMGHHjggbjuuutwww034JRTTgEArFmzBkcccQQ2bNiAE088sf0TGCTGpch54IEH8KIXvQiADmjN89z9KaWi7bRc5frfel6P9rW6FEL441lmEWn045q6kwZM+iPcLHd9yzS+1Qxo/A2XfigTHGFZ1mCfKUMsKOIsy83aj8sKFp5ErKR9CpFF5U4UFEROlmxLhIuEWlHjLUJ+fyR8kJSJLNifQZJMjsmi48Pg57Rt/W8sgtJyL3LCc25N5KT7fXn/GWyRI1nkMAF91DOs/eW5RC4bfyPyvH/fmDzPcfPNN2P37t1YtGgRNm7ciL6+PixevNjVOfzwwzF37lysX7+eRc5IIoRArVZDrdbapQj9+CGtiiVSFAmk9BhQ/CPbyDWU/hCXxdikoio6ptHU9f+/vXOPsqOq8v/31O1HEkJ3jCHdCSQhASaKvDSQGFFA7SGJLoWR5SAyGjATXwmKYRDjjARdswyKP2CGicG1BhJHB/GxeMxCJgxEQkQiSiRIRLIIE0yEdBJhujs8ks6t2r8/qk7VOadOvW7f7r6P/cnqlXtPneete6u+tfc+51SC1RVmqV57V/BHprmdzJuIxSWm1a+6vpzYMIVw9L7JN2TfeU+6nLS0hPHoYsgufuLurex8psCRx0yBpJcpWevx00r28tBFlJrXJsyS2nG0Hdv18YWzymLxW8mfq1m2CNJSZ7YxpH3PcuAg2tJDTQMQpqufoy1Nptv2P2NqD39XttpdDHBgYEBLb29vR3t7eyz/008/jfnz5+PQoUMYP3487r77bpx88snYtm0b2traMGHCBC1/V1cXent7hzKMIdP0IqdaFBVLSahiyXM9uF5cDOWxOpmWJTVwGLBbU7KOZT7d5hVHWoxQpfty2WOD4n1KEkVZgkilDJsYiwxf0bF4j0rWA3ogtP0mbt+wNJ/wSaoj2coUF0p+awnWJ4tosrZnHZcuSMwbdZ6NWkVBUWMKi0YXB/5+bSM7ZZlJx6ORFTkeBLwMd5QXXBOnTZumpa9atQrXXXddLP/s2bOxbds29Pf342c/+xkWL16MRx55pGp9Hg5Y5NQYqlhKshrlQYol6V4zxZLqdssrlqplxk+MEbKRuhhiwWbhQA9qNjMUsxJJ15m5kWi8nGWjVEMg2UOMUixIYZ50t5hPtojI47pLy59swcoxBq2n+cRHkR3rR4Ja6w9Te4y06CwSk7Nnzx50dHSE6TYrDgC0tbXhxBNPBADMmTMHv/3tb/Ev//IvuPjiizE4OIi+vj7NmrNv3z50d3cPcSRDg0WOgvw6JN12h3p7H4poKdxWIJaSznDWWCWmG06620LxJIWS66WKJS9chVh3w6W60/wOmAPLM/wE1JWcs1xqOW5apE85T20TnjWeKC6QpBBTBZlZJsl6FLcaWW++CZYjlSyhlFh3keMpfYjHQ9U+QhG9efutnn855krbLYLaxzxtat+3hPFVUqctn5putptVl1mnrY28n3ORfGb/bGUrObdDgSjbkiNFTkdHhyZy8uJ5Hg4fPow5c+agtbUVGzduxEUXXQQA2LFjB3bv3o358+cX73wVYZHDpGK64aRQM2eJZUkPL8GyVFQsjZRIZBiGqWdcEnAzRE7WcZWVK1di0aJFmD59Og4ePIg77rgDmzZtwgMPPIDOzk4sWbIEK1aswMSJE9HR0YErrrgC8+fPH9WgY4BFzoiR9FVKs6ikWZSqcbMfSh1Fp7tnWZZs2OonQBE+XvaMuHIQ5C3zBO+T9+CS2CwsSePMObMu60lOqNabDEuTuWeXUkZ/+rWZyEtKwK3cTNVsALG6wm7KAN3cIVhFLBz1Y7lhmCKMhiWnmlPI9+/fj09+8pPYu3cvOjs7cdppp+GBBx7AX//1XwMAbrrpJjiOg4suukhbDHC0qRuRs3r1atx111149tlnMXbsWLzrXe/Ct771LcyePbsq9VfiBFHFhmnhGC6Lg1D+r7SNoTh8bGv75G3H/GyyxmATUgIoFuBtrvpMMgBbEUvlQBQZrrl4kDfBdY8Eaf5rnyrdmM2LYLhhqKe/j6HH/Jhm8ziuljfNAxiJpEgIkSGmTPEScw9AMd1TUp8YprHxvBHeu4qQHXhc4CZy2223pR4fM2YM1qxZgzVr1uSvdASoG5HzyCOPYNmyZTjrrLNQLpfx1a9+Feeffz6eeeYZHHXUURXXW404m1ohT0xR3ngjcyXmIoIqSZzY3lcidAphu4MHK/eGYqmN7Pk07DdmM2bJXFOpbAR6a1YnLyqbPobk6ef6sPKKh2irjHxl7MHDqphJe0qNjqnbcyRYkFIZvpuETaglxYYMR9tDodKYnGpQaRxRM5J3LbXqtVddS069UjciZ8OGDdr79evXY/Lkydi6dSvOOeecUeoV0+ykLR1g2w/MKBy+jMSSZxVM0R/BTYhb8oo8ljEM09D4lpzsPI1O3Ygck/7+fgDAxIkTE/McPnwYhw9Hq0yaCx7FMDezScuaK1f+slkWDa2M0c8ilhZhvE6ylKQdK9KGfsDvtzDem22axLbESNx41JwibpkuLsw0z6hLfSpOmW6egbrvk/8iqb/R4ZaWElpaEFvdVyfZ+iH384q720xRFCwfUPZdb36ZKC2vWDIX01OxP92XEl7bSLfaJFsPKrcqpM2GybZW6HFR9u9RpR1LcGPKw9WwpFAw+0+tS3WXJliLcrWdUr5iMj6TYakj7TPKyi8cbYmKkcAlB65lYU0zT6NTlyLH8zxceeWVOPvss3HKKack5lu9ejW+/vWvV9zOiE35LiCutGIJr4u0aS1nOWb7LDJ7nOAq0kSKEBA5BVu66HKM/83Xelo0lT3tR55zzRbbNHgzqNlSX1zMmNtOBH0kgrrZqL0PclFAwGlpQWuLn2rNG7oYkj9RIgqDtT1rkHdcNPnHypqA0urMebP3+2YTQWk3iYS61Xim4XKraAHjlv4U6EPRBS6BBCthTrT2zJuw+r5Am9YxDPcNvhr156kj7TNKy09u7gkK1aLau5DXK3UpcpYtW4bt27fj0UcfTc23cuVKrFixInw/MDAQW9nRRqXiJmsGVaXErDhDJUl8VKPe1F9NcDMQAvEnX2jiqtjnn7UeS4IISdk01NwiIy+xvAnixBctdlFj5o926JZpehvxhfqi44lr0YhS5vYFLSUArTJ/QhC05aatihlpWSqXy9qyAb7FyFPEkr4XXLmsb31C0DfTjTSkzXJnIS1myHApFt1Tzlq37fNRLUOp3/A8YkxdJ2mod6q84q9Im+lrPRVtL6ozb7mc34vMtqspjEdWUXg51snJOt4I1J3IWb58Oe677z5s3rwZxx13XGrepP03GIYZGaQbrlTKcrGY25Doxz1PFUIeXHcwFE+RdelIPKbJ2CeOYZoFggi3bUjL0+jUjcghIlxxxRW4++67sWnTJsycOXO0u1Sxm2m4sVlCUr/KedxKRccZqzPF2qLmNVxl1lbVPiVYoJKevDVXkhAQYcCPMl4quH2Fdb0d9UnQSYyzsVlvilpsYtaYcD+reJtCexr3YmlJhGvjCC/9PbzYppe+FcY4k2b8i2b9IQiUtBlOJceB45TQKi1LQf6oXtd4H+VRKvZX3zaCtsuKeEraQJc8ShdLSfErhdxkRawG+ddxKtyWdd2ojDJF2xhq+dSV0L2E1xl1pa6TZeTPY/lWrid+fnZXjQZ1I3KWLVuGO+64A/feey+OPvrocGfTzs5OjB07dpR7FyfpK1013TysAstu4q38Z2qPk/FnH1lMy8rYKmkz2WUE5TNTXWdGPvOztV3QbBdGq2tKfW1zT6mfhy5ubKImr6ARcGJ5o805/VlfUkSkbbURR99Z3JxiTeTFXH0EillmpDiKhFYpKO8/f/qJQZoQvnghXRAS5Bo/Hohkv9Q1gIzvsRBwHAeO48Rmw5lbimS5K/2tSkixHJFiTSJFSOmCyV+g8kgorpQalc7k+MZXY3uTrPaGsqWKeoOvFLO9tLrM32sl7RapI2/9Mt8oqAkOPPapG5Gzdu1aAMB5552npa9btw6XXXZZ1dsrdAmpouCoSEhktJ8a05PX4pISLyPUerS+pKzpAv2Gpb/2rGPKc05SBU74Xg1STpgNk3VBzzgu5I0ZafE3cSECiEiM2GJrMoRPFICsB1iraX66b6oWwkkULHqvIkuN1mfzYxD2AGMiz1h7phQKCW0Wk/BAsZubA4EoPbTWkD8KgjwdkdiJgpQTZjkZ1jfze5M15d8pleDAgW1NSlNwxtdH8cJ2Pc9TNskta6typ63m7RoWKVvfk+Nm0uNUEjfiLWLBUP+vlBRLsjk2rb/VuBZXUZREn+dIx+TwFHKgjkTOSC+kxDAMM9w4joNWR/rggv8rsOR4HkJRJBeeLGsxTKZgOhIJKY5Zakg48NinbkROPZKq3WshnicWD2KuG5EU15LxTGKNBcl6ukyox5zmnvBkl27BiT/NR5aWoZpr4+ujhLEyijUn6lY8TTkas+KYFhybdce03gQ1Wdxdjm6Rke9Dq0/y9hHS7eS7wZK+FyUQXMRdkoELSoSJQZyOdFmpbiLL7s3SukN+fIsIrUXBztPhmAAh3WBUghBu7oejROtFOJBki2f2UgDGVHpyEK7XFMR/+b8Lu4XFajnVrCoOHMcXTP5xkXp9iX6DUR8kctkAMwbJbkEiTTR5yv5wwcBH7BqXef4SyqhklbflT2t3pKeMx9sXmYHFtRR4vHnz5orKHX/88Zg+fXricRY5KqMtOgIKGTarMfV7CCS3ntdVlVRW3nCrfaHUb066SwmK8NH3g7Kb980xWsSBKkoU8WPkspaxCZxYnA2cuJgx3FBq3kjQOGGQbLRgYUnJG1+nJn6bF5D7wjvh0RaYe8ULACRc44YgS0fbKRB5gYgp6TeIMDjcC9c1EoRAKERr/vhBzoB6rtJF5dDQz2PyGkf6MdWNlh0Um9pzRehovynpkhWW+jNElYxZkrWFH31Yb5gzbDcmmgDfmuTJGKRgg9yyJT4pcZ84v4w2pvw7wmbmLSJARlusVEq1dyEfbhYvXly4jBACV155Jb7whS8k5ikschYvXowlS5Y0/FYKhBwxIKMYVKb1QcSf3KRQqp2vsB39IpmVOS2+pkCbKcIw+aZYVPCoFN2jCXExYwks1t8nWVecKI7GDDIO3tsEjZP1zQmEiWPZPNRRLTHB7CIPJaNGFyScaHYbfEsTCS8UO3od8rW0/jipQkcIGZ/jGla7arhkzHOdHFDu9yMS0rqFKRAiBa8f2b9rM+ZMjaHKbi/7mqHHe+miCQA8OCUHjlw2QF3Fw9a2zTobpEk3nG8potBSVHbjcUvSTRcuYmlalhLHa7kGKX2qyApdA9RbTM6uXbuGpd7CIqe/vx89PT2YMWMGLr/8cixevBjHHnvscPSt5sjzfUi7AGnHqi2MRkFoVUtA2YXOUBcSGyppoqW6wspG2kJ9WqBxjuXsbfWkWdNSBY7ZnmoZQuBGsuRxyINvhwluXsEmoaTmTdo9nSLbUNpWEmk20DSLju3mpVmdEl2fQDTbLOkzc0IXWhqFxH5qRaarNOd3VZZTZw2miH3ts9GsQ2be5JmTarv2NiM3XGtrK1T3mq1nkbXJuHYQ+QLJc+GWI/FTdsuRMDIsSKFlKbA+yWOVnqPREEgck+NTWOTcc889OHDgAH7wgx/g+9//PlatWoWenh4sWbIEF1xwQfBlrG2ICG+88YY/lbTUglIpeR0ThmEYpr5xHAGn1IpWZTpc4gOpdckJH1UAyTWVvIRNdaW1aXBwEIcOHRqWcaVByH4wryFDDgDgJz/5CS688EK0tbUBAP785z9j6tSpYbzZ66+/jn/7t3/Dl7/85dx1Chqiw/p3v/sd1q1bh3//93/H+PHj8Xd/93f4/Oc/j5NOOmko1Q4LAwMD6OzshP/0FY+DaCm1+D7pkoNSqRT7c5wo3RdHZrqj+Mh9KOG1DTNv2De9o0GG7NNmbU8tbxV2ZiCtWmFKmxlT0VWTr82KYH/SMdYOUZ/StPd6G/H+JLt+zJgcNa1SkgJR4+nqFHL5BK4ELqfE5JjWnNgUaCMmR4/HMV1furulkCVHrT/AthigbUE8F+X4eSdPC0oGEK69QxQtNBguMBjmp9Bl5eeRbiJ13Rw3+g4rvwPb+kB5LDnq0gDmoo66xckIpKZy8D9BnU7u90N3J9muA7HftSgZfXVilqvovaU9vXPGZ6O0rbrhIGJiIB6bo15LFOtKzJITt7yE44i5iuILS2qu+ZgL20PsWheOXylj7RNg25tKLafvK6f0XWnj4MBBPLfzueCdi/7+fnR0dMTqrRbyPvfTOVdhXCl9xf/X3cP46Nb/N+x9ykupVMLevXsxefJkAEBHRwe2bduGWbNmAQD27duHqVOnFpoJOKTA47179+LBBx/Egw8+iFKphA984AN4+umncfLJJ+Pb3/42vvSlLw2l+hGFiFAOfLd5TIuJ5n7hn6iSUwrFkhRETskJhZRVRJUclBy7WFI6miBOqsXwuYgy3QIxjADkHPWHdWmfk37RjV2Y1DoSBY4a25Cwtk6ia8AFUArbtbfvXzr9G3Vwk5IuqyBAmIgA4Wk30MhNFL/wR2PyZzb5MSyOltd3M7iQM6MESppbKYYlBsdv3/69ybspp5o/a2fronUmV1Rrz7Fxcrm+k8oa3zX/fd44oAL5Ms+HGSOUUU/C7Ez9e5sXSxxWZmCyE7Un8yaUEUoZ2z58o0m9BR4D8etvNSYNFBY5R44cwX/9139h3bp1+J//+R+cdtppuPLKK/Hxj388VIJ33303PvWpT9WVyKkWUiy5iPy36g80a/fe6IkMoUBKFEUJ6fKYY3PDqV+aYRVM+k1fvUDJcYaLwSWKypSLZ5JISRVNSj7Lj0kkiCIkPJFn9TPNSuS3p89D8gVLJHT8RLvQ0RuytB3UEy2+h+CRV4/1kTExBBmc6QYjSg+WdjKEiIk6UnVWlt5p3XoTvjasOP5x3YqTRa48lu+lgMj4nfgCNl5XUXGXHPiqpRlWHhnhVCi4PdMiq1oA41+vSnY9T445clKOVUZyoLDFSh2O11XeR/VoNWTEKVUvsL06eMiWn6MZ9ThSFBY5U6ZMged5uOSSS/Cb3/wGZ5xxRizPe9/7XkyYMKEK3WteQrFUrvxHQyA4wkkXRS0tCcccLZ1jlhiGYeqHeptdNVwUFjk33XQTPvrRj2LMmDGJeSZMmDBs08GGg7Ql3W378GTVVdSCk6cflSAgQrFUTptGaRMwRuyCALKtSC02q5ODUqk1LBOuH5L55Fb5M4b2BK6NMd3NVNw0altLx0moR4rVEnT3ldK+MqMqsmSoC8dJV5UxJThALe8RAiuO3LjShZCWnXBBRCdu2QECl5b9+yK/k6b0VuN6KDhqS1PLEki33gSuqmiRQGn1ssfiqMQWEMw6lxWbwe1uST3+Jdl1qVryciEMS5IQEJbZRUUXwytqOcnjHqt2fVrcT+7zVXzmo99YinvJdn00LED6vcHiuhoF6m0xQMkDDzwQxM76255s3LgR27dvBwD09fUVrq+wyPnEJz5RuJHaQ+S+IFQiPLT9gir8Eg1V4BQih9sqt1jKqEsIEYqeUkkEoqgVpZLIEFG6RSrLshS76FtjdGC8N2MG8gittDyR6In66yr/q0JH9jtCBOu/UCBY/ERPEyZEACmLzUgx4Qj9xh+uH6OKdsteVVL4JJNw84arx+mQp/UrFstjCTD2xxMFGUd1KyJHcVPJ91HeKOjYp7gVNPHmb/lep8V2+Sh9BiqwhirTrhOIiQWiMEF3jSqBx0b/ilLJ6sJZaJv15nWjp8yCiuqsUMxaprMX+7wqWwOpmtSrJcdcFPAzn/mM9r7o74hXPG52kr4waelpC3rlEkuDyFifKxNfLCWJolbjmNBmw1nFkmrpsczASeiEJb9NQNmtO3K5f7lonbTyRNauIAgZqkVGBNaY6AYujDYFHMvl2K9XGLsO+/E+biR0KHoytQ855Uk5bl5AbPNPxVKl7liu7oyuxd6oMTehhcdTbuBe2LAmhLRZVbK8PfA9N+HNNxLFvoBQxZQuXNXzLvsVpSXcBFPW3Emc9ShkuLjfPzLOc6LlKCYootlTZMaYKAIqmXj/4pvxjl7cSnxcxvc51xjrg3oMPPa8yoR3GixymLok3bKUf/G7UCy1RC61kqOmOSg5DkolJ25dCo47QnDMEsMwNUW9WnKqTXOLHL4x5cdcmXRI2KZiV6rg85VNio3K5YbLQUwsyaUEWlqt7jb/tW5dkuuU+Q/dcv0V1bLhqBmUMZjnw9XW24ky6hYg33UUWI6kMSolpkFafdI/h2g2l+/6MvKTamGJxianxcdmSynWG7+M7p5Sj8XXo1E/p2y3oo1014wxgzC06pSMtm2fmT57LE7SefDdILa4nLzkiSuM3pgxQGlLJcgGhnPWph05C6ySVmOzqBKp1ArFMTl5mDlzZkUPi1Xfu6oxECxwABQL0ssjSIoG/TkJr4uSr+xwxjmliqUcWy+EWUXJED6tgShyUCq1KelRkLfuinPglEoAkcUTYsSXWXY293Ml9DfPONRY76wLrE0IWKaK63E7ycImqs/cfXxoJnBNIFuC2VXXUNx9ZXMV2dxUWevHJH/2BPjbMUiXFQHWzTn9zqT0oRLyPWAU/u0RgQRpe5vVFsb5qIF1cUwohyWnlrq8fv36isodf/zxqcebVOT465EwRSgmSKotKMwL5XAEP1YFJbBWe58TIhflshvELJkrNdvqsq+PYsYstVhmvoWLVAYiqqWlFY46I86xuP0KjkfdjdsUU7Y4EdNK47+yB8uqoiZer7mWkBRHVfzexGJ0ZLL5GSX3xXq8Wn1T0T77obaniin/5m5brbkiqnjXlX0a8sywOo3Tqbd1cs4999xhqbdJRQ7DNDamZckmTuI7nceFrC6WHMOyFF9TKRRJTiSuSqWhWOkYhqmEegw8Hg6aUuQIOYU8l/ndK/w0XpXyQ223wTB/ijX/08x97kz3X4pbIljnRidfjACRPgMI0C0k2srIWkHA9QAc0UVRnhV99f21ROh+k6JICMSFUrCUgKMFe0eCym61MUm3nMStOfnOlbkicsx9FQ7W3r5aTzVQVyM2XVZh/2S/5QQzWSKIs7H9jpL6F7WRPnVb7Uu0BlS61UpfET3l953T0jPkz7iQRSlHnNIowIHHPk0pciBa8sfkDFVoVFq+gQVOkstDDVi13XDN6ch58tYHQ+mrdFcVCYiMb0WQtV8UkCZszLbjIsoXS0cweCRtN2ZTwMSn45tuuFgwt5wZZ6zYbW66W6nbytyeBIivxxITFFaG6ChIjQEJli2w9NXqUqooUDiasq66qiq5Z6aV0o/lW7eKMn9PBT77gu4zU6CN5sMYAZnnowk0TnOKHMdpq7ObYHOQdwKXeYxjyIHkFXZzWFwyfgvpddjEVWXroOjt2KxK/sKIZc9F+UhKPZb4LZNMsWQsRJm0T1xUv7J2jvY+cbCyI0OajaRac/R60wOPh3RzU2KRKHUiQkJx7Z1qBdEXxRTVsJCoayQJ/bsgP/EkK1LhNZRCasOy41ty0r9XbMlpUBzBIodpNBJuNBn3zizrmTymlTHca3mEVJwsIWS5eWauxhxky7NKOQFu2dVmw1WyQq4vluKCKbIsxcWRbTXvZKGTZ7zhkKK0FAvEUO5roQgwg65TrUpDwQjqrqBMJW2mWYPq5ZmKLTk+TSlyGIZhqoEf4O0mr7OU090hhAg3y9VX7Va3PimFaf5aTMaq3xzgzSiUyf/LypOX1atX46677sKzzz6LsWPH4l3vehe+9a1vYfbs2WGeQ4cO4aqrrsKdd96Jw4cPY8GCBfjud7+Lrq6uCkcxdJpS5LSUxsT26zHjPIC4md72tJs3TqSabah9z6qzSP/UOmNP70bbeftoD5a1Y+Yt0oZJ0ued1k6aNaMWGVocTbE69X2wAH0Dwuz+xPth+16agcWW8yHiro1cJFmp8lh9zKpiz79DWcwyqNO6zpItKD09qBkCVreazYKkrq9kxiyZmEHOgN1alPnp5QkUT6onj2BMdf3Z3Eh6WnL/U85v0hTzUV6Ehii7C0W6+Mgjj2DZsmU466yzUC6X8dWvfhXnn38+nnnmGRx11FEAgC996Uv4+c9/jp/+9Kfo7OzE8uXL8ZGPfAS/+tWvhjCSodGUImdMa0dwQWUYO6Mtdipp30u5EKcKkJRVjE1xEu4Qbm6smZAvPc2zCKQWY9ZXUt/tfU4cZ6LQzhARtqpsY7O6N7zhDxgzZzpZ3HDWYra7slKX4wRxSIowcoxg7vhClKaQclJjjqyztaDohYIiIamcXrttLZ+kc55/lZl4HJb6enTEDkHAq+KKxxs2bNDer1+/HpMnT8bWrVtxzjnnoL+/H7fddhvuuOMOvO997wMArFu3Dm9961vx61//Gu985zuLD6IKNKXIGVuaCEc05dCZUSJNgGRBOQJ5bTd3s02bmMkSJ2bbNpEj24nvKK5s4aAt4hfPT5Y6wtfCb0VPj/9+CV7sXpotFs2p9SmCL3GBR+NWErZZqsJ0cbOtlIUGlQ1jbSImNqMsRYB5ngfP81DOMf09VqdSJhRLCRYjuZ6SvwVKSxjHZIolLd4oNrAqiQjZ93D6expJlkFEom6UV0GutiXHpL+/HwAwceJEAMDWrVtx5MgR9PT0hHne8pa3YPr06diyZQuLHIZhGKaxCMVSYFkyRZJVdNncYI6Ib2OSKIoS3HQtzWW9LxKTMzAwoKW3t7ejvb09sZznebjyyitx9tln45RTTgEA9Pb2oq2tDRMmTNDydnV1obe3t3D/q0VTipyJYhpKom20u8FUiLQcOMFT7VCsJMNB0TgYFS/NkpBQr2c8dZp1qOW8BOuK/94NytssLFE5D55m4ZEWDs/Ia1pnZBnTkmNaghLLZ1h+bO9NK5BJ3NJjtxABccNHVDb58xaxGJrqfVd9wWBxkyVYIcJtGIpgWCNSZ6DJuuMf1JDaJBDII3ieB7fsYhCDqXnVvpqE6yapokgJ+DaDuaM8QRmnlLCCt8Wipg6pgpl7Q6XI7Kpp06Zp6atWrcJ1112XWG7ZsmXYvn07Hn300aF0cURoSpFzLCajFckqlWlsPCI4yoXIU83rQmjvK6HIxSw5GsBeh7rCr5lHfS9vtGqa/toDKTdDeSwUHLK88Pw0oZSDFwopggfPkW25UTmKXhNcrV4i9b2riR1V4Pi7lCcLI5t7LNP9Zo2nSRceVhcaEAqoWBvCTEsWlj6VCR97cK6HaDHGeFByvI6sm68RV2RzhYXHU+KScv+mHL3NtHJ5BJuRR1qWUvMl7fulXidUK5HjGDPjdAvS4OAgRoMiKx7v2bMHHR0dYXqaFWf58uW47777sHnzZhx33HFhend3NwYHB9HX16dZc/bt24fu7u6KxlANmlLknH3WdIxpHTva3WBqGHkZrGQuT97ruS2buU2BepEiLZ9ezoN+U1PXQAvFDUV5ZVuklg+zkVaWwg0YZTt+WVkvBTImyuOBhF/GC9JJRPLIz+G/o2B5YBflQKTIOt2gfl8wyPz+QU9p29X6HN/F3BILZHzy6my7KI8HAUcRaqZYSmpP3TWdLGW9sKwQAkmbjObFXpfl2xrbPT3hGGwiPeHbHwYN69tIxOvxwvxmzWGJoJ646PLCclrepFlUShvmhrDq8diRcBxe8meV9RmaeZX3U6d0w3VdbHtqa7xPw0SRmJyOjg5N5NjzEq644grcfffd2LRpE2bOnKkdnzNnDlpbW7Fx40ZcdNFFAIAdO3Zg9+7dmD9/fsXjGCpNKXIYhmEYppHxUN1dyJctW4Y77rgD9957L44++ugwzqazsxNjx45FZ2cnlixZghUrVmDixIno6OjAFVdcgfnz549a0DHQpCKnexwwJhi5o4hvj/T3Mm0o+YY7zdafovnUvGllh5JPbSdPWq2SNT6J+rSYNLTY8zIhLJVktSEtr3ksigCRycGs4qiMYs1R++4peaVFQJq7VSsREeAGGb2wXgrq0y1AHnmR5cej0JIT2HY0i48LN9Ha4zplv4R0ZYnIdiR7Ia0nrlCmTpMHT0SDjFl9lHza2wSXl2YVEhSmmdYeItIsPESklHd0I0DoMrTMhkp5DJeWm/hWKNG+ZFr5MDYpO4ZHaN8pspcJyzmRBUe1hij1ZG79EJtCLn8DpKQZeXPHFql9N+O1bPFGDiB8a5u1hcx2h75mUrVwyf/LypOXtWvXAgDOO+88LX3dunW47LLLAAA33XQTHMfBRRddpC0GOJo0pcg5pr2Mo1rV5dz1m0rWzUnFLFskrdr1DaWNRmQooTV5L1N51plI6kfkNjLN/EoeiqcRCdMREObxBYYIE2JiRgoZ5bXso0tS6IiwbpnHI6HVZ4oi9YJKIHieFDrB8TA/wSUK0igqH7hxXCluFHeXFwgam6vLk7UIgMhFSyCZAAQCR4+PsQVVm2fbjHUioYgjI/iZSK/f73MZEKXguCI9lTSl8uBsxHd4j+6nqjiJXgstqFoej9xWUXnpCrPPLiIyhIByIxdkc19JlHLS3SREUF/RWJxA3BjT4H2BVMyVF/Xe5v5KImkdpQSHdbhHWAnyG5N4JRilaeTV3oU8TXRLxowZgzVr1mDNmjX5Kx5mmlLkTGo7gqPa/B+8+sW0fVHlaa0kny3vUPINVxtq3rSytv5k5RtuwZaFRwKO8miatWGdRBUv/mXSXi7pd59kyTEvKkkCR115hYy8evyMCOslJd0LjlEoSCILkSZcwryAawgZWa9n1O9qFh6/7jCNAMB/TwBcj5Q6yO8PBUIHgbCyCB+XpL2H4AYxOXIWmf/aDSxIkVHeRTkUPv5YA+uPUCxR4QwyRSZqoRQeStDFENDqCw9SA7B9MUUiEj5S9MgbK1EQ3B2Im/DDDsYh4IACi4y+onQJ+rfGSXgdf08wxQ8AtGRYhdSZcnFLROYq0IrA8d+KSDgJLxBKWTj6/0KJjdFicDKi5CzCKrIMKYIpwSLjnzuk5klDCjOCG7QatTnSUocgMh/CiiwGWK80pcjpGHMYR7cFP0glPa+wGMk0NX248mWl2eqspD6ZPlI/dlNAJJHmtkuqU4TuCpubwVLOcjFRLS56f4yJxxQJEgov2Ja0ULwgtPZ4wUWblDp9oSLTI0HkquUUIeSG+XwRVCbdIiQFjusFZYLyLgGeIxSRI+B6FLZlip6wHSJ4wgndXZ5i6ZHSxw3kkHR+AYAjWuBRJHrM4Gbf6uNf8hxtKn10AqTVRsS+pZGzDfBtIv5nSmEZ33LghbOrSN7wSAlidgAolhN/WnfcjVTpittCbpdhpqcsbkcU307DJ4c1RhMegLQWCeEawiqHRcYUFUJEAimXmyhnn9PaJ4J/HqO+SuFje6iL2q4scHw4kb/jrDyNTlOKHIZhGIZpZKrtrqpX6k7krFmzBjfccAN6e3tx+umn45ZbbsHcuXML1TG+/TDGt1uewJHiV83Il1TWTK92vqG2IcnjhsqbptaXZckZqlsrjTxWFzM9b950S062dSe8uBh5PdJNzNIKo5YhEpq7SovBkRYbiuoipV5p7XG9uKXHdx2JKLaGgDIJ340F6Vby03wLTuTeKnuA56gWIN+y4yKy6oCAshCRpceTbi+BUmDN8a1QgAvh95kAFx6csJ++NadEjha/AwCCAjdREMDsO158N5MHDw5KkWUn2NZFdW35tIDIjVlyCC484aCk2NhcAA688BxGVh2bRYcg4MCjMtRAX4KjWHNU4hvMJm3QG99slkKLjt+GPaYneg/YLTCG6yrFmuK7qkraVPbIbZXfyiFdXrrbTL423Xbp1i4zxsdG7BpmCUaOEx9TmEsrP7q7wlc78LheqSuR8+Mf/xgrVqzArbfeinnz5uHmm2/GggULsGPHDkyePDl3Pa1jXLS1K4HHFutmXotn3rIjsY3JKG+VUggiEQoFNQ2Alp4nX163lJ83ep36eal1Cgrfm/3J7a6y5fPios0XMEIrE/3v5/FnSQnNXSWFSuiqCvK6cKzix3cjxYWPC9291UII4mUil1OJlJgcEdzshYhmYxHgCd/1VwrEjOPrITgEeB5QBuCURCB2/FVphPCPecL/yD3I1w5EELPjt+dXJiDC12HwMciPw4L/2hECnnZD9AKXln/zL6ElFEkST8SDVT0CHGXmkgdCSbSAyAtndDnkwQv2vyIhxYtysgFNfPgJXiR0ZFbExYz6PhICFEuL79weCR5V7ERrADkQwgiGNkl1FcVv5L64UVxgyg+t2IOKo8fm5C1jBE/b+qCS7oZSX7tIFy6jK2pMZExbVp5Gp65Ezo033oilS5fi8ssvBwDceuut+PnPf47bb78dX/nKV3LXU2ollFqDL7zyvSQPsb33bHvyFck33Gm29LR8tvpsZbPaLtoXtU6Sd9sYVDif+j6PALFi/Z2T8XmRdUX+xMDjPOLHEDH+a124qUJIFT26GNKFjyp6HHJD0RNafYhQJgHPC8oL31ojHH9LSTdQGS58oSOCPL6w8XvjiUjQiOBz96NhRHhMwL8tCCcQLfJu4gAtXrBvjkC0hgCJQAUJhAqBKLxNe8EdsgQChAOXPJTgBLE5QIlKcIWrb/dBDhwl5sW0aYQfsoIjSjC3xvCf6KPZSU5gX/JH7ISnM03ohFYXUoRMOGVZbSuaxpyFdcG7pLzK4obme30xwWKoVpxKMS0mSf0Zse0Rhnv3+BGA3VU+dSNyBgcHsXXrVqxcuTJMcxwHPT092LJli7XM4cOHcfjw4fC93IRMOARRsvyAlBmWYUC/ZdZlVpqt7FDqS0tT09PasJWvpI2K85G8cQVpyvsQebMvmE++N10M8eDRuOgKMsbzkbCPRVZpdMFsI259kudHtxD56dE4ojzRZ0AkwjrD5gUpQkegJHyLiINIYFBgrXe9oMMUHBcCjjSrBBdC39LiW0VKju82cgLdIWRZ4X+iDvwDBFmO4JAIT4sTWGHUj9WR300l3QmGGdUTCSZQEKMLfwwCgEO+gJI3Pz881J9q7D9nE4Tf4YwboS9OHDjw4MVu/jaEKIGobEl3gvEWCxTWrSsFyqnTu5NmCGmrN8dtJzFrUiGy3ES1s07McBKz/qSIomRL0fBCyLaaNYHGqTH7Wgp/+ctf4Louurq6tPS0HU5Xr16Nzs7O8M/chIxhGIZhGhHNfZzy1+jUjSWnElauXIkVK1aE7wcGBjBt2jSQJ0Bu8PSf4JIJAzsrcCXZyg6lvjxpAELJmpUvzTU1FHdVVn2AUNxQ/ns7+fOp5HZXmY9WSS6nFPde1EZC2YrdVcb7DHeVLU4nKUYnclcF8S7SXaUE+RL82BwgCEpWyxKUehAGGMv4HQoeHcOp6oj6rk45V9P0enwLjFoPKZ+b3EdLou6dFb4WyXEIprXF3Iy0EuS+WoXLVcHa4cfk2L5nejCyrW3TmlPMVWULBJY0qhVn6OMaaWsOBx771I3ImTRpEkqlEvbt26elp+1w2t7ebt1N1T0i4Jr7ETDDRlJAcd60YoHH6ec197U8ZXZVNQKPpWAiS560wGN1VpY6E8smaoCUwGPogceukh7WBaDs6evpeCT8eB6SM7b8uBuXjMBjxNfPcRHMwlLyhIHH5LubPC9YJwfR/+pigXI9Y3WxwHDtHBFfO8fcKgKIi5tY4DGUjULJDVxVLkiJ01G3lAjrItlyUD7Y2sFcFVn7HiCKvVE3BU0SHVLYRLFbgVtTmIJflZp2SPlM4hjp4WJ86jFf6Ph9clHN24k/rnjf4ltyqP1KrdCaXCwQGkgWd/F6RxuOyfGpG5HT1taGOXPmYOPGjbjwwgsBAJ7nYePGjVi+fHmhugYPlXCY/KGbD/S2yPuh5BvuNFt/iuZT89rSbHWmtZFUn0zP87uy5St6QTKnhg91Cnla+bzCJ3ZRUfLaFvxT65MCRq1Ps84oQkbW508JV8SQYq3xbyP6FHK5SCAQCR+ZJq0xtinkHumLBJpTyAnBrKoEceMLrWB1ZKJwJWQ/PZId4RYQiLaAAABPKLtiacIGAIxdzIHYysj6uXK1NKIyzL2y/M+nHIobv5VkgROJpiDduIHbdju3CSN/KnlUVxR/Q4ll9B3VA2GitROe8VjZIEP0f+qigqoAc9UDiWWiPgbbOCRYp+JUwWJk9iuvYErEFED5BNGwQTk+ehY5tcWKFSuwePFinHnmmZg7dy5uvvlmvPbaa+FsK4ZhGIZhkGqnU/M0OnUlci6++GIcOHAA1157LXp7e3HGGWdgw4YNsWDkLF473A6HfDdWpRYMM29RC0YlFhUzLasv1SibJ19S3pGm0inkeU22yZYc/QHQ6q4ybF62LR3UfbWi6c36MXNbh6QtHcI8hvtJ1qWasqUbygvyyXrCLR0g3VW+5UZabKRFRrXcyGf4yAVmd01Jd5Tc0dzc1kG6o8J8kO/trinbDub+Z+BZrTbhjuamFce2t1UQg+Ias6uIyqH1JqzL4qKS+1iF/VHdUeEO56Y1SUYkwZIe9TZuuTHHY4s7isZkWnGS3ESWjmhferkjujoOfUx564x/FvmQ9auLIFJsanp6+fiU0WJ1IN10MsI+LMphyamXddWGQl2JHABYvnx5YfeUSf+hdrje0EVONfJlpWXVmZY2UkIqKe9oo4oGR5D23kSKBemsSduQM0vQ+OVt/THrMuIoZD6lbTLyhpEW8h4ZBATLvDJ2Rh6T780NOmU8TSR8IhEjBQkgN9DUxYwqXGSb+gad8j2FO5vL2JqyF4kaCuvXN+j0Y3Eo/GfuTO7CtYoam6Ahcn2zvSJG/M9RFTGmeIgHKasxN1Fa5JqSebLcU0R6fplmEyu24GRzJeNYAHGsjDGOMIZHpruxY8GbWG/sN3tVXNjqyi9uovxBYHPiHVgGtFl/ZfG6ERez4WFbX7S6HEvZ9M+4VuwjrnyIyMjT6NSdyKkGLw+24hC1jXY3mpoi8YK2fGlio+jKz0UuSUHkQPg6MV9C+7FbWYLQAaCJFzO/eguJhFDcQqQKFlknQRcuuhUIofhRBYysU9an1kuBmFHjaKRFRlpigEj4eCDIzTdJljfibKSgCXcczyFoPCqHFhpVxFAYM2MECodvTIEjz68eo6IKGllHlsVGfj42YeP/7ym1m9aWOGQcj3/N7KImQlpsSpbjungI42SgvA+/k8HrcHEuD0RmPIpfV9qaRQT1wYkStriwj00ZZPxiUEFsTSTkLO1ocUlq3Z6Wni2IRg4OPPZpSpGz/1ALxrrR0OWCq+p7IP4FMPPVS5o5Fls+G3nzNSpykTz5Oi9JWROfS40DuqiJp6v5I4tOcMxSntQyhkAJy4SCh8I2pMiRVphQvPimkaAchaJI7iru1xkXMtE+3qqA8f90l1M55m5yUQ7G40b2HcVaIKdyh0JBCQb267EIFiWffsxu3ZEWGnnjJ1O42NxQKaJGby+fOIm7VGzBwsZYlWDeyJIj96iKWz60oGvtm+VoaarokULHrMt8nfwzUoJ0Y9YXL/2pJmzfFDpyBzNZf0LfbPnD+gqIFM0iZetT/qqqgXyYycrT6DSlyGEYhmGYRoYtOT5NKXL2vQGMia/QzjQpQzEoywfCPC6ytMPmk3te647q7DCPqVYVGGWkBUZP0+uRi+/JtCh+R1l8L7TKRNYZAFr8DACQkx5DI+NnoigcxUrj6YHEamyMGfQb5oFuiYlZZVRrRYo1x0zTpkkbrisg2WKT5IpKmr6dHHxbtu7rZFpqzLZshgvbAd1yY2JaRvR4ldjuK6l12VDrTymnBjdDMZ7kiNGROVJjCBNdU5Z2bJ938NsSiX0aGXwXcnr7vBhgg/LSG4NoP5Kw+RJTt5hrbFS64WBqG9ADMNPiDWxkXe5ttdnGoQfA2l+r+dR0GfNilomERFBGePCEfgzwAAHNNURhHn0RPTXY14yRCcsTYqIlKfbFr9foo8VlZP3cUhbjs6ZbPvO0mUzZIgZIDPI1yiiZ4mlC6AIlFDcpZbQeB+6qcJaeKXWN9k31Ll1SFvcUxdaEMWN8kvoEiDT3kCo6jHJhebM+tf+WsvaOJLvcbG2Z7eZuZ4RgS45PU4qczdu3oSQ48JjxqcYS+3kwd7ZOIq0/niUo01avWodHZjyKKiDUGUc2y0T8eGg9UW76npHftKaYZcxg4ChdL28rE1tIzziukyRi0s95svixpZtWGDOP7cZtsxQN1x1HiXcJ+5KwkWalN+kMi0fW2LSZWxazqPpwkfdzss0GSytre3ixtZm2E/qI7ZKeAxlDl5Wn0WlKkcMwDMMwjYx0I2flaXSaUuS8QnvgNOfQawaCC2FZfKvSfDIvgDC/OaOmFsiyINjI2gCSKHmc1tiSWHxKuiUiaQ2ZeD7FHWOxxKivs46rrSX3O72fEcW/B/nOUz4LDZDnZjLc1kTddaS5nSyolgzTiiGPa5aSFJNAnhupVl9CnFDRG3JR6485ZT6pXPqU+LR2RlZQsCXHpynv9K8O9kIIjslpRtIEQa1R1I2WV0ClbRaZN39e11CeoN54Hvs5Sh9fxtgrEJexKgrdpAq2N9J3m8SAY6SmpwmAocSqVVqm2nU2kmXDJYKTGXjcOONNoilFDsMwDMM0Mhx47NOUIufwkb5w916GqXUqcXHF6ihgWcjXXrZFLLmeoVtdKnvitgXgVpEqPhWnBbaqx83g2tG0RDSSFaQRkBuKZOVpdJpS5DAMwzBMI0PIEZMzIj0ZXZpS5LjeIW09FYYZbaphrSnGENuroL/DGtOS2rB9rZqRpFpWjrQYGYZRYUuOT1OKHIZhGIZpZFwiOBkihgOPGxTyBivapZZh6oGRfbqvsgWqhi666asDM0xto26/kpan0WlKkcMwDMMwjYzcVy4rT6PTlCLHX/yMLTkMUxGj/PQ30hfmZrgRMI0HobK98hqNphQ5DMMwDNPIcOCxDy8WwzAMwzANhkterr8ibN68GR/60IcwdepUCCFwzz33aMeJCNdeey2mTJmCsWPHoqenB88991wVR1WcJhU5FG3swX/8x3/F/ir+1VXnH8Mw2UhLTtZfEV577TWcfvrpWLNmjfX4t7/9bfzrv/4rbr31Vjz++OM46qijsGDBAhw6dKgaQ6oIdlcxDMMwTIMhZUxWniIsWrQIixYtstdFhJtvvhn/9E//hAsuuAAA8B//8R/o6urCPffcg4997GOF2qoWTWrJYZjGo1qWkuH6xzDMyFHEkjMwMKD9HT58uHB7u3btQm9vL3p6esK0zs5OzJs3D1u2bKnauIrCIodhGIZhGowiImfatGno7OwM/1avXl24vd7eXgBAV1eXlt7V1RUeGw2a1F3Fz5UMwzBM4+IKF0KU0/ME25zs2bMHHR0dYXp7e/uw9m0kYUsOwzAMwzQYlMOKIx/3Ozo6tL9KRE53dzcAYN++fVr6vn37wmOjAYschmEYhmkwvJz/qsXMmTPR3d2NjRs3hmkDAwN4/PHHMX/+/Kq1U5QmdVcxDMMwTOMyHLOrXn31VezcuTN8v2vXLmzbtg0TJ07E9OnTceWVV+Kf//mfcdJJJ2HmzJn42te+hqlTp+LCCy+sZAhVgUUOwzAMwzQYZVEGiXRnjYv0mB2TJ554Au9973vD9ytWrAAALF68GOvXr8eXv/xlvPbaa/j0pz+Nvr4+vPvd78aGDRswZsyY4gOoEoJoCKt71RkDAwPo7OwEUALvXcUwDMOMHATARX9/vxbkW23kfe7kCZeiJNpS87o0iGf6/nPY+zSasCWHYRiGYRqM4XBX1SMschiGYRimwfDgQgRTxNPyNDoschiGYRimwaBgEnlWnkaHRQ7DMAzDNBhlcQSUEXrq4sjIdGYUYZHDMAzDMA1HdkwOmiAmpy4WA3zhhRewZMkSzJw5E2PHjsUJJ5yAVatWYXBwcLS7xjAMwzA1h0durr9Gpy4sOc8++yw8z8P3vvc9nHjiidi+fTuWLl2K1157Dd/5zndGu3sMwzAMU1Pw7CqfuhA5CxcuxMKFC8P3s2bNwo4dO7B27VoWOQzDMAxjQHBBGc4a4tlVtUt/fz8mTpw42t1gGIZhmJrDhQvKWPSWp5DXKDt37sQtt9ySacU5fPgwDh8+HL4fGBgY7q4xDMMwzKhDlC1yqAlickY18PgrX/kKhBCpf88++6xW5sUXX8TChQvx0Y9+FEuXLk2tf/Xq1ejs7Az/pk2bNpzDYRiGYZiaYKR3Ia9VRnXvqgMHDuDll19OzTNr1iy0tfn7b7z00ks477zz8M53vhPr16+H46RrNJslxxc6vHcVwzAMM5KM7N5VXZ1nwxHpzhqPytjX/yveu2q4OOaYY3DMMcfkyvviiy/ive99L+bMmYN169ZlChwAaG9vR3t7+1C7yTAMwzB1BVGO2VXU+JacuojJefHFF3HeeedhxowZ+M53voMDBw6Ex7q7u0exZwzDMAxTe7h0JHPbBo/KI9Sb0aMuRM6DDz6InTt3YufOnTjuuOO0Y6PobWMYhmGYmoT3rvKpixWPL7vsMhCR9Y9hGIZhGB0iL9dfo1MXlhyGYRiGYYrg5rDTNP4UchY5DMMwDNNg+FaarHVy2JLDMAzDMEyd4VIZIsOW0wyLAbLIYRiGYZgGgy05PixyGIZhGKbByGOlYUsOwzAMwzB1hz89nKeQs8hhGIZhmAbD88oQIn2VGHZXMQzDMAxTd2QtBJg3T73DIodhGIZhGow8Vhq25DAMwzAMU3ewyPFhkcMwDMMwDUceAcMih2EYhmGYOsOjMkTG9pRsyWEYhmEYpu7wN7DOmELeBJtcs8hhGIZhmIbDRdaKx+B1chiGYRiGqTfybevQ+CIn3WHHMAzDMEwd4uX8K8aaNWtw/PHHY8yYMZg3bx5+85vfVK/LwwCLHIZhGIZpMIjcXH9F+PGPf4wVK1Zg1apV+N3vfofTTz8dCxYswP79+4dpFEOHRQ7DMAzDNBzVt+TceOONWLp0KS6//HKcfPLJuPXWWzFu3Djcfvvt1e16FWGRwzAMwzANBwGU8Vcg8HhwcBBbt25FT09PmOY4Dnp6erBly5Zh6H91aKrA4yjIqvGDrRiGYZhawr/vjFywL+XeZXxgYEB7397ejvb2di3tL3/5C1zXRVdXl5be1dWFZ599dmhdHUaaSuQcPHgweNX4CyAxDMMwtcfBgwfR2dk5bPW3tbWhu7sbvb29ufKPHz8e06ZN09JWrVqF6667bhh6N/I0lciZOnUq9uzZAyLC9OnTsWfPHnR0dIx2t4bEwMAApk2b1hBjARprPI00FqCxxtNIYwEaazyNNBYgGs/u3bshhMDUqVOHtb0xY8Zg165dGBwczJWfiCCEPtXctOIAwKRJk1AqlbBv3z4tfd++feju7q68w8NMU4kcx3Fw3HHHhaa5jo6OhvgRAY01FqCxxtNIYwEaazyNNBagscbTSGMBgM7OzhEbz5gxYzBmzJiq1tnW1oY5c+Zg48aNuPDCCwEAnudh48aNWL58eVXbqiZNJXIYhmEYhqmMFStWYPHixTjzzDMxd+5c3HzzzXjttddw+eWXj3bXEmGRwzAMwzBMJhdffDEOHDiAa6+9Fr29vTjjjDOwYcOGWDByLdGUIqe9vR2rVq2y+h3rjUYaC9BY42mksQCNNZ5GGgvQWONppLEAjTee5cuX17R7ykRQM2xewTAMwzBM08GLATIMwzAM05CwyGEYhmEYpiFhkcMwDMMwTEPSdCKnHraJX716Nc466ywcffTRmDx5Mi688ELs2LFDy3PeeedBCKH9ffazn9Xy7N69Gx/84Acxbtw4TJ48GVdffTXK5fJIDgUAcN1118X6+pa3vCU8fujQISxbtgxvfvObMX78eFx00UWxBadqZSzHH398bCxCCCxbtgxA7Z+XzZs340Mf+hCmTp0KIQTuuece7TgR4dprr8WUKVMwduxY9PT04LnnntPyvPLKK7j00kvR0dGBCRMmYMmSJXj11Ve1PL///e/xnve8B2PGjMG0adPw7W9/e0THcuTIEVxzzTU49dRTcdRRR2Hq1Kn45Cc/iZdeekmrw3Y+r7/++hEfS9Z4AOCyyy6L9XXhwoVanno4NwCsvyEhBG644YYwT62cmzzX42pdwzZt2oR3vOMdaG9vx4knnoj169dXfTxNBzURd955J7W1tdHtt99Of/jDH2jp0qU0YcIE2rdv32h3TWPBggW0bt062r59O23bto0+8IEP0PTp0+nVV18N85x77rm0dOlS2rt3b/jX398fHi+Xy3TKKadQT08PPfnkk3T//ffTpEmTaOXKlSM+nlWrVtHb3vY2ra8HDhwIj3/2s5+ladOm0caNG+mJJ56gd77znfSud72rJseyf/9+bRwPPvggAaCHH36YiGr/vNx///30j//4j3TXXXcRALr77ru149dffz11dnbSPffcQ0899RR9+MMfppkzZ9Ibb7wR5lm4cCGdfvrp9Otf/5p++ctf0oknnkiXXHJJeLy/v5+6urro0ksvpe3bt9OPfvQjGjt2LH3ve98bsbH09fVRT08P/fjHP6Znn32WtmzZQnPnzqU5c+ZodcyYMYO+8Y1vaOdL/Z2N1FiyxkNEtHjxYlq4cKHW11deeUXLUw/nhoi0Mezdu5duv/12EkLQ888/H+aplXOT53pcjWvY//7v/9K4ceNoxYoV9Mwzz9Att9xCpVKJNmzYUNXxNBtNJXLmzp1Ly5YtC9+7rktTp06l1atXj2Kvstm/fz8BoEceeSRMO/fcc+mLX/xiYpn777+fHMeh3t7eMG3t2rXU0dFBhw8fHs7uxli1ahWdfvrp1mN9fX3U2tpKP/3pT8O0P/7xjwSAtmzZQkS1NRaTL37xi3TCCSeQ53lEVF/nxbz5eJ5H3d3ddMMNN4RpfX191N7eTj/60Y+IiOiZZ54hAPTb3/42zPPf//3fJISgF198kYiIvvvd79Kb3vQmbTzXXHMNzZ49e8TGYuM3v/kNAaA//elPYdqMGTPopptuSiwzGmMhso9n8eLFdMEFFySWqedzc8EFF9D73vc+La1Wz415Pa7WNezLX/4yve1tb9Pauvjii2nBggXDOp5Gp2ncVfW6TTwA9Pf3AwAmTpyopf/nf/4nJk2ahFNOOQUrV67E66+/Hh7bsmULTj31VG2RpgULFmBgYAB/+MMfRqbjCs899xymTp2KWbNm4dJLL8Xu3bsBAFu3bsWRI0e08/KWt7wF06dPD89LrY1FMjg4iB/+8If41Kc+pe39Uk/nRWXXrl3o7e3VzkVnZyfmzZunnYsJEybgzDPPDPP09PTAcRw8/vjjYZ5zzjkHbW1tYZ4FCxZgx44d+L//+78RGk2c/v5+CCEwYcIELf3666/Hm9/8Zrz97W/HDTfcoLkQam0smzZtwuTJkzF79mx87nOfw8svv6z1tR7Pzb59+/Dzn/8cS5YsiR2rxXNjXo+rdQ3bsmWLVofMU+v3p1qnaRYDrNdt4j3Pw5VXXomzzz4bp5xySpj+8Y9/HDNmzMDUqVPx+9//Htdccw127NiBu+66CwDQ29trHas8NpLMmzcP69evx+zZs7F37158/etfx3ve8x5s374dvb29aGtri914urq6wn7W0lhU7rnnHvT19eGyyy4L0+rpvJjI9m39U8/F5MmTteMtLS2YOHGilmfmzJmxOuSxN73pTcPS/zQOHTqEa665Bpdccom2f9AXvvAFvOMd78DEiRPx2GOPYeXKldi7dy9uvPHGsL+1MpaFCxfiIx/5CGbOnInnn38eX/3qV7Fo0SJs2bIFpVKpbs/N97//fRx99NH4yEc+oqXX4rmxXY+rdQ1LyjMwMIA33ngDY8eOrfp4moGmETn1yrJly7B9+3Y8+uijWvqnP/3p8PWpp56KKVOm4P3vfz+ef/55nHDCCSPdzVQWLVoUvj7ttNMwb948zJgxAz/5yU/q+od72223YdGiRdquwvV0XpqFI0eO4G//9m9BRFi7dq12bMWKFeHr0047DW1tbfjMZz6D1atX19wKtR/72MfC16eeeipOO+00nHDCCdi0aRPe//73j2LPhsbtt9+OSy+9NLahZC2em6TrMVO7NI27qh63iV++fDnuu+8+PPzwwzjuuONS886bNw8AsHPnTgBAd3e3dazy2GgyYcIE/NVf/RV27tyJ7u5uDA4Ooq+vT8ujnpdaHMuf/vQnPPTQQ/j7v//71Hz1dF5k+2m/ke7ubuzfv187Xi6X8corr9Tk+ZIC509/+hMefPDBzF2g582bh3K5jBdeeAFAbY3FZNasWZg0aZL23aqncwMAv/zlL7Fjx47M3xEw+ucm6XpcrWtYUp6Ojo66fhgcbZpG5KjbxEvkNvHz588fxZ7FISIsX74cd999N37xi1/ETLI2tm3bBgCYMmUKAGD+/Pl4+umntYuevMiffPLJw9LvvLz66qt4/vnnMWXKFMyZMwetra3aedmxYwd2794dnpdaHMu6deswefJkfPCDH0zNV0/nZebMmeju7tbOxcDAAB5//HHtXPT19WHr1q1hnl/84hfwPC8UdPPnz8fmzZtx5MiRMM+DDz6I2bNnj6g7RAqc5557Dg899BDe/OY3Z5bZtm0bHMcJ3T61MhYbf/7zn/Hyyy9r3616OTeS2267DXPmzMHpp5+emXe0zk3W9bha17D58+drdcg8tXZ/qjtGOfB5RLnzzjupvb2d1q9fT8888wx9+tOfpgkTJmgR77XA5z73Oers7KRNmzZp0ydff/11IiLauXMnfeMb36AnnniCdu3aRffeey/NmjWLzjnnnLAOOWXx/PPPp23bttGGDRvomGOOGZVp11dddRVt2rSJdu3aRb/61a+op6eHJk2aRPv37ycif/rl9OnT6Re/+AU98cQTNH/+fJo/f35NjoXIn5U3ffp0uuaaa7T0ejgvBw8epCeffJKefPJJAkA33ngjPfnkk+GMo+uvv54mTJhA9957L/3+97+nCy64wDqF/O1vfzs9/vjj9Oijj9JJJ52kTVPu6+ujrq4u+sQnPkHbt2+nO++8k8aNG1f1qb1pYxkcHKQPf/jDdNxxx9G2bdu035GczfLYY4/RTTfdRNu2baPnn3+efvjDH9IxxxxDn/zkJ0d8LFnjOXjwIP3DP/wDbdmyhXbt2kUPPfQQveMd76CTTjqJDh06FNZRD+dG0t/fT+PGjaO1a9fGytfSucm6HhNV5xomp5BfffXV9Mc//pHWrFnDU8irQFOJHCKiW265haZPn05tbW00d+5c+vWvfz3aXYoBwPq3bt06IiLavXs3nXPOOTRx4kRqb2+nE088ka6++mptPRYiohdeeIEWLVpEY8eOpUmTJtFVV11FR44cGfHxXHzxxTRlyhRqa2ujY489li6++GLauXNnePyNN96gz3/+8/SmN72Jxo0bR3/zN39De/fu1eqolbEQET3wwAMEgHbs2KGl18N5efjhh63frcWLFxORP438a1/7GnV1dVF7ezu9//3vj43z5ZdfpksuuYTGjx9PHR0ddPnll9PBgwe1PE899RS9+93vpvb2djr22GPp+uuvH9Gx7Nq1K/F3JNc02rp1K82bN486OztpzJgx9Na3vpW++c1vaqJhpMaSNZ7XX3+dzj//fDrmmGOotbWVZsyYQUuXLo09oNXDuZF873vfo7Fjx1JfX1+sfC2dm6zrMVH1rmEPP/wwnXHGGdTW1kazZs3S2mAqg3chZxiGYRimIWmamByGYRiGYZoLFjkMwzAMwzQkLHIYhmEYhmlIWOQwDMMwDNOQsMhhGIZhGKYhYZHDMAzDMExDwiKHYRiGYZiGhEUOwzAMwzANCYschmEYhmEaEhY5DMMwDMM0JCxyGIZhGIZpSFjkMAyTyIEDB9Dd3Y1vfvObYdpjjz2GtrY2bNy4cRR7xjAMkw1vd2cDAAAAAYJJREFU0MkwTCr3338/LrzwQjz22GOYPXs2zjjjDFxwwQW48cYbR7trDMMwqbDIYRgmk2XLluGhhx7CmWeeiaeffhq//e1v0d7ePtrdYhiGSYVFDsMwmbzxxhs45ZRTsGfPHmzduhWnnnrqaHeJYRgmE47JYRgmk+effx4vvfQSPM/DCy+8MNrdYRiGyQVbchiGSWVwcBBz587FGWecgdmzZ+Pmm2/G008/jcmTJ4921xiGYVJhkcMwTCpXX301fvazn+Gpp57C+PHjce6556KzsxP33XffaHeNYRgmFXZXMQyTyKZNm3DzzTfjBz/4ATo6OuA4Dn7wgx/gl7/8JdauXTva3WMYhkmFLTkMwzAMwzQkbMlhGIZhGKYhYZHDMAzDMExDwiKHYRiGYZiGhEUOwzAMwzANCYschmEYhmEaEhY5DMMwDMM0JCxyGIZhGIZpSFjkMAzDMAzTkLDIYRiGYRimIWGRwzAMwzBMQ8Iih2EYhmGYhoRFDsMwDMMwDcn/B6fQsiC6V0ayAAAAAElFTkSuQmCC",
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",
       "text/plain": [
        "
"
       ]
@@ -836,55 +610,13 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 13,
    "id": "14127906",
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "text/html": [
-       "
13:42:16 PDT loading simulation from                                            \n",
-       "             data/fdve-464d389c-8a31-486c-906c-a016c8aa6db7v1.hdf5              \n",
-       "
\n"
-      ],
-      "text/plain": [
-       "\u001b[2;36m13:42:16 PDT\u001b[0m\u001b[2;36m \u001b[0mloading simulation from                                            \n",
-       "\u001b[2;36m             \u001b[0mdata/fdve-\u001b[93m464d389c-8a31-486c-906c-a016c8aa6db7\u001b[0mv1.hdf5              \n"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/html": [
-       "
             loading simulation from                                            \n",
-       "             data/fdve-77e8c78b-5a0f-4c3b-8975-506e1f583500v1.hdf5              \n",
-       "
\n"
-      ],
-      "text/plain": [
-       "\u001b[2;36m            \u001b[0m\u001b[2;36m \u001b[0mloading simulation from                                            \n",
-       "\u001b[2;36m             \u001b[0mdata/fdve-\u001b[93m77e8c78b-5a0f-4c3b-8975-506e1f583500\u001b[0mv1.hdf5              \n"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "image/png": 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QR+6hTX/+/DA99lgY3TqOqqoweOl558Hxx2tYZBHpPkoECXIPnbhPPgmPPBKm1atzrzNsWGjXT52lU10d9vbPOENDLIhIMpQIutmWLXDffWHE6aee6nj4hfHjQxPP9OnhbpLjx+sCLBHJLyWCbrB+PTz8cDij5557cg+0tsce8OlPh5uNffazRX2vGRHpIZQIuujtt+HWW+HOO+Gll9pfbuBAOPbYMN7diSeGM3p0Fa6I9CSqkjph7drQ5DN3bjjLpz377x86dU87LYyoWVqavxhFRDpLiaADa9eGvf7bbw+dvtnG6Ckrg2OOgc98JlT+hx6qdn4R6T2UCLLYsgXuuAP+8Ad49NHst04sKQkV/wUXhMpfZ/SISG+lRBBpaYGnn4ZbbglNP5s377qMWWjrP/ts+Pznw22MRUR6u6JPBAsWwM03w113wZo1u75uFoZrOOccOOuscGdLEZG+pCgTwY4d4Vz/n/wktPtnM3kyXHghnH8+jBqV3/hERPKpaBKBexi2ec6cMK1atesyw4fDmWfCF78Y7p2rDl8RKQZFkQjuuQeuugqWL9/1tbIyOPfcsPf/iU/oVE8RKT5FkQjKynZNAkOGwFe/Ct/8JtTUFCYuEZGeINFEYGYnA78ASoEb3P3ajNfHAjcCw4ENwAXuXtfdcXzmMzB0KDQ0hMHbzjsPTjopDOcsIlLsEksEZlYKXAecBNQBC8zsXndflrbYfwK/d/ffmdnxwP8G/qG7Yykvh7/8JYzdr+GbRUTaSvL+VUcBK9z9TXdvBOYCZ2QsMwX4a/T80Syvd5upU5UERESySTIRjALSz82pi8rSLQLOip6fCQw0s6GZGzKzi8ys1sxq169fn0iwIiLFqtB3tL0c+JSZvQR8ClgNtGQu5O6z3X2qu08dPnx4vmMUEenTkuwsXg2MTpuvicp2cvd3iY4IzGwA8Hl3/zDBmEREJEOHRwRmdnAXt70AmGhm482sApgJ3Jux7WFmlorhKsIZRCIikkdxmob+x8yeN7OLzWxQ3A27ezNwCTAfWA7c7u5LzexHZnZ6tNh04FUzew3YG/j3zoUvIiK7yzzbAPuZC5lNBC4E/h54HrjJ3R9KOLaspk6d6rW1tYV4axGRXsvMXnD3qdlei9VZ7O6vA1cD3yd06v6Xmb1iZmflXlNERHq6OH0Eh5jZzwjNO8cDp7n7AdHznyUcn4iIJCzOWUP/DdwA/LO7b0sVuvu7ZnZ1YpGJiEhexEkEfwdsc/cWgOgsnyp33+rutyQanYiIJC5OH8HDQHXafL+oTERE+oA4iaDK3XfewTd63i+5kEREJJ/iJIItZnZ4asbMjgC25VheRER6kTh9BN8G7jCzdwEDRgDnJBmUiIjkT4eJwN0XmNn+wOSo6FV3b0o2LBERyZe4g84dCYyLlj/czHD33ycWlYiI5E2HicDMbgEmAAtpHSLaASUCEZE+IM4RwVRgiscZlEhERHqdOGcNLSF0EIuISB8U54hgGLDMzJ4HtqcK3f309lcREZHeIk4imJV0ECIiUjhxTh993MzGAhPd/WEz6weUJh+aiIjkQ5xhqP8JuBP4dVQ0Crg7wZhERCSP4nQWfwP4OLAJdt6kZq8kgxIRkfyJkwi2u3tjasbMygjXEYiISB8QJxE8bmb/DFSb2UnAHcB9yYYlIiL5EicRXAmsB14GvgbMI9y/WERE+oA4Zw3tAH4TTSIi0se0mwjM7HZ3/4KZvUyWPgF3PyTRyEREJC9yHRF8K3o8NR+BiIhIYbSbCNz9vehpCfCeuzcAmFk1sHceYhMRkTyI01l8B7Ajbb4lKhMRkT4gTiIoS7+OIHpekVxIIiKST3ESwXoz2znSqJmdAbyfXEgiIpJPcUYf/Tpwq5n9knDz+lXAFxONSkRE8ibOdQRvAMeY2YBofnPiUYmISN7kuo7gAnf/g5ldllEOgLv/tKONm9nJwC8Iw1bf4O7XZrw+BvgdMDha5kp3n9fJzyAiIrsh1xFBv+hxYFc2bGalwHXASUAdsMDM7nX3ZWmLXQ3c7u7Xm9kUwvAV47ryfiIi0jW5EsGE6HGZu3fldNGjgBXu/iaAmc0FzgDSE4EDe0TPBwHvduF9RERkN+Q6a2iGhXagq7q47VGEjuWUuqgs3SzgAjOrIxwNfDPbhszsIjOrNbPa9evXdzEcERHJJlci+AvwAXCImW1Kmz4ys03d9P7nAje7ew0wA7jFzHaJyd1nu/tUd586fPjwbnprERGB3IngancfDNzv7nukTQPdfY8c66WsBkanzddEZem+AtwO4O7PAFXAsNjRi4jIbsuVCJ6JHru6978AmGhm482sApgJ3JuxzDvACQBmdgAhEajtR0Qkj3J1FleY2XnANDM7K/NFd78r14bdvdnMLgHmE04NvdHdl5rZj4Bad78X+C7wGzP7DqHj+MvurttgiojkUa5E8HXgfMI5/qdlvOZAzkQAEF0TMC+j7Idpz5cBH48Zq4iIJCDXMNRPAU+ZWa27/zaPMYmISB7FGXRurpldbWazAcxsopnpZjUiIn1EnERwI9AITIvmVwP/llhEIiKSV3ESwQR3/w+gCcDdtxJGIRURkT4gTiJojG5P6QBmNgHYnmhUIiKSN3HuR3AN4Srj0WZ2K+Esny8nGZSIiORPnPsRPGRmLwLHEJqEvuXuukOZiEgfEeeIAHevB+5POBYRESmAOH0EIiLShykRiIgUuQ6bhsxsSJbij9y9KYF4REQkz+IcEbxIGBH0NeD16PlKM3vRzI5IMjgREUlenETwEDDD3Ye5+1DgFODPwMXA/yQZnIiIJC9OIjjG3eenZtz9QeBYd38WqEwsMhERyYs4p4++Z2bfB+ZG8+cAa82sFNiRWGQiIpIXcY4IziPcZvLuaBoTlZUCX0gqMBERyY84Vxa/D3yznZdXdG84IiKSb3FOH50EXA6MS1/e3Y9PLiwREcmXOH0EdwC/Am4AWpINR0RE8i1OImh29+sTj0RERAoiTmfxfWZ2sZmNNLMhqSnxyEREJC/iHBF8KXq8Iq3MgX27PxwREcm3OGcNjc9HICIiUhjtJgIzO97d/2pmZ2V73d3vSi4sERHJl1xHBJ8C/gqcluU1B5QIRET6gHYTgbtfEz3+Y/7CERGRfMvVNHRZrhXd/afdH46IiORbrqahgXmLQkRECiZX09C/5jMQEREpjA4vKDOzfc3sPjNbb2brzOweM9M1BCIifUScK4v/CNwOjAT2IYw9NCfJoEREJH/iJIJ+7n6LuzdH0x+AqjgbN7OTzexVM1thZldmef1nZrYwml4zsw87Gb+IiOymOENMPBBV4nMJ1w+cA8xLjTfk7huyrRTdwew64CSgDlhgZve6+7LUMu7+nbTlvwl8rKsfREREuiZOIkjdhexrGeUzyT3m0FHACnd/E8DM5gJnAMvaWf5c4JoY8YiISDdKcqyhUcCqtPk64OhsC5rZWGA84UrmbK9fBFwEMGbMmC6GIyIi2cS5Q9kXs5W7+++7MY6ZwJ3unvXGN+4+G5gNMHXqVO/G9xURKXpxmoaOTHteBZwAvAh0lAhWA6PT5muismxmAt+IEYuIiHSzOE1DbW5cb2aDCR3HHVkATDSz8YQEMBM4L3MhM9sf2BN4JsY2RUSkm8U5fTTTFkJ7fk7u3gxcAswHlgO3u/tSM/uRmZ2etuhMYK67q8lHRKQA4vQR3Ec4OwigFDiAcIFZh9x9HjAvo+yHGfOz4mxLRESSEaeP4D/TnjcDb7t7XULxiIhInnXYNOTujwOvEEYj3RNoTDooERHJnziDzn0BeB74e8LFZc+Z2dlJByYiIvkRp2noB8CR7r4OwMyGAw8DdyYZmIiI5Eecs4ZKUkkgUh9zPRER6QXiHBH8xczm0zr09DnAA8mFJCIi+RTngrIrzOws4LioaLa7/ynZsEREJF9y3bx+P2Bvd3/a3e8C7orKjzOzCe7+Rr6CFBGR5ORq6/85sClL+cboNRER6QNyJYK93f3lzMKobFxiEYmISF7lSgSDc7xW3c1xiIhIgeRKBLVm9k+ZhWb2VeCF5EISEZF8ynXW0LeBP5nZ+bRW/FOBCuDMhOMSEZE8aTcRuPtaYJqZfRo4KCq+392z3k5SRER6pzjXETwKPJqHWEREpAA0VISISJFTIhARKXJKBCIiRU6JQESkyCkRiIgUOSUCEZEip0QgIlLklAhERIqcEoGISJFTIhARKXJKBCIiRU6JQESkyCkRiIgUOSUCEZEip0QgIlLkEk0EZnaymb1qZivM7Mp2lvmCmS0zs6Vm9sck4xERkV11eGOarjKzUuA64CSgDlhgZve6+7K0ZSYCVwEfd/cPzGyvpOIREZHskjwiOApY4e5vunsjMBc4I2OZfwKuc/cPANx9XYLxiIhIFkkmglHAqrT5uqgs3SRgkpk9bWbPmtnJ2TZkZheZWa2Z1a5fvz6hcEVEilOhO4vLgInAdOBc4DdmNjhzIXef7e5T3X3q8OHD8xuhiEgfl1gfAbAaGJ02XxOVpasDnnP3JuAtM3uNkBgWdOaNmpqaqKuro6GhYXfiLbiqqipqamooLy8vdCgiUkSSTAQLgIlmNp6QAGYC52UsczfhSOAmMxtGaCp6s7NvVFdXx8CBAxk3bhxmtntRF4i7U19fT11dHePHjy90OCJSRBJrGnL3ZuASYD6wHLjd3Zea2Y/M7PRosflAvZktAx4FrnD3+s6+V0NDA0OHDu21SQDAzBg6dGivP6oRkd4nySMC3H0eMC+j7Idpzx24LJp2S29OAil94TOISO9T6M5iEREpsESPCIpFfX09J5xwAgBr1qyhtLSU1NlNixYt4tBDD9257MyZM7nyyqwXWYuIFIQSQTcYOnQoCxcuBGDWrFkMGDCAyy+/HIABAwbsfE1EpCfqc4kgyWZ29+S2LSJSKOojSNi2bds47LDDdk633XZboUMSEWmjzx0R9DTV1dVqGhKRHq3PJQI134iIdI6ahkREilyfOyLoaVJ9BCknn3wy1157beECEhHJoETQzWbNmtVmvqWlpTCBiIjEpKYhEZEip0QgIlLklAhERIqcEoGISJFTIhARKXJKBCIiRU6JoBvU19fvHEtoxIgRjBo1aue8mXHBBRfsXLa5uZnhw4dz6qmnFjBiEZFWuo6gG3Q0DPWSJUvYtm0b1dXVPPTQQ4waNaqA0YqItNU3jwhmzQrjUceZLrpo1/UvuqjtMhkXiXXWjBkzuP/++wGYM2cO55577m5tT0SkO/XNRNDDzJw5k7lz59LQ0MDixYs5+uijCx2SiMhOSgR5cMghh7By5UrmzJnDjBkzCh2OiEgbfbOPYNas3WvOmT07TN3o9NNP5/LLL+exxx6jvr6+W7ctIrI7+mYi6IEuvPBCBg8ezMEHH8xjjz1W6HBERHZS01Ce1NTUcOmllxY6DBGRXeiIoJtlDkO9efPmXZaZPn0606dPz09AIiId0BGBiEiRUyIQESlyfSYReB+4a31f+Awi0vv0iURQVVVFfX19r65I3Z36+nqqqqoKHYqIFJk+0VlcU1NDXV0d69evL3Qou6WqqoqamppChyEiRaZPJILy8nLGjx9f6DBERHqlRJuGzOxkM3vVzFaY2ZVZXv+yma03s4XR9NUk4xERkV0ldkRgZqXAdcBJQB2wwMzudfdlGYve5u6XJBWHiIjkluQRwVHACnd/090bgbnAGQm+n4iIdEGSfQSjgFVp83VAtvGXP29mnwReA77j7qsyFzCzi4DUjQM2m9mrXYxpGPB+F9dNkuLqHMXVeT01NsXVObsT19j2Xih0Z/F9wBx3325mXwN+BxyfuZC7zwZ2ezhQM6t196m7u53uprg6R3F1Xk+NTXF1TlJxJdk0tBoYnTZfE5Xt5O717r49mr0BOCLBeEREJIskE8ECYKKZjTezCmAmcG/6AmY2Mm32dGB5gvGIiEgWiTUNuXuzmV0CzAdKgRvdfamZ/Qiodfd7gUvN7HSgGdgAfDmpeCLde7eZ7qO4OkdxdV5PjU1xdU4icVlvHpZBRER2X58Ya0hERLpOiUBEpMj12kRgZjea2TozW9LBckeaWbOZnZ1W1pI2rMW9aeXjzey5aEiM26JO7rzEZWafTotpoZk1mNnnotduNrO30l47rLvjMrPpZrYx7T1+mPZa1qFC8vF9tReXmY02s0fNbJmZLTWzb6WtM8vMVqetMyNfcUWvrTSzl6Py2rTyIWb2kJm9Hj3uma+4zGxyxu9rk5l9O3ot8e8rLbaF0d/r8bTygv2+2our0L+v9uKKyrv/9+XuvXICPgkcDizJsUwp8FdgHnB2Wvnmdpa/HZgZPf8V8L/yGVfa60MInef9ovmbsy3XnXEB04E/txPrG8C+QAWwCJiSr+8rR1wjgcOj5wMJFySm4poFXF6I7yt6bSUwLEv5fwBXRs+vBP5PPuPK+JuuAcbm8fsaDCwDxkTze/WQ31d7cRX695U1rqR+X732iMDdnyBUlrl8E/h/wLqOtmdmRriY7c6o6HfA5woU19nAA+6+tbPvv5txZZN1qJA8f1/Z1nvP3V+Mnn9EOPV4VGe3091xdeAMwvcEef6+MpwAvOHub+/mdnaKEdd5wF3u/k60fOq3X+jfV9a4esDvq73vK5cu/756bSLoiJmNAs4Ers/ycpWZ1ZrZsxY1vwBDgQ/dvTmar6Mb//Ax40qZCczJKPt3M1tsZj8zs8rujityrJktMrMHzOzAqCzbUCGjyNP3lSOuncxsHPAx4Lm04kui7+vGrjTB7GZcDjxoZi9YGB4lZW93fy96vgbYO89xpWT7fSX9fU0C9jSzx6Lv5YtReaF/X+3FtVOBfl+54ur231efTQTAz4Hvu/uOLK+N9XCZ9nnAz81sQg+JK3WR3cGE6y9SrgL2B44kNBt9P4G4XiR8L4cC/w3cncB7dEXOuMxsAOHo6tvuvikqvh6YABwGvAf8JM9xHefuhwOnAN+wMJZWGx6O35M4d7uj76uCcPHmHWnF+fi+yggjB/wd8FngX8xsUgLv01k54yrg7ytXXN3+++rLiWAqMNfMVhKaWv4ntffv7qujxzeBxwjZvh4YbGapi+x2GRIj6bgiXwD+5O5NqYLoMNU9DMdxE+Fwulu5+yZ33xw9nweUm9kw2h8qJC/fV464MLNywj/pre5+V9o6a929JUq2vyG/31f672sd8Ke0918bJfpUwo9zuN9tcUVOAV5097Vp6yT+fRH26Oe7+xZ3fx94AjiUAv++csRV0N9XrriS+H312UTg7uPdfZy7jyO0M17s7neb2Z6pppXoH+TjwLIogz5KqJwBvgTck6+40hY5l4zD9rQ/rhHa/XKekdQVZjYi2j5mdhTht1FPO0OF5Ov7ai+uqOy3wHJ3/2nGOulDl5xJHr8vM+tvZgOj8v7AZ9Le/17C9wR5/r7SFmn39xVJ5PsifNbjzKzMzPoRRiJeToF/X+3FVejfV464kvl9xe1V7mkT4cf8HtBEyJ5fAb4OfD3LsjcTnXUDTANeJpyd8DLwlbTl9gWeB1YQDp0r8xVXND+OsNdTkrHcX6NYlwB/AAZ0d1zAJcDS6Ht5FpiWtu4MwlkTbwA/yOf31V5cwHGEQ9/FwMJomhG9dkv0fS0m/HOMzGNc+0Zli6LX07+vocAjwOvAw8CQPP8d+xOSwqCMbSb+fUXLXEE4E2YJoaml4L+v9uIq9O8rR1yJ/L40xISISJHrs01DIiISjxKBiEiRUyIQESlySgQiIkVOiUBEpMgpEYiIFDklAhGRIqdEID1aNMjet9Pm55vZDWnzPzGzy7r5PTd38/YGm9nFafPjrIP7VaQtW21mj5tZaTfEUWFmT6QN2yACKBFIz/c04WpwzKwEGAakj6g5DfhbAeLqjMHAxR0t1I4LCcMRt+xuEB6GeX4EOGd3tyV9ixKB9HR/A46Nnh9IuNz+o7Qxow4AXjSzu6NheZemD81rZtea2TfS5meZ2eVmdoGZPW/hLk+/zrbH3d4y0R79cjP7TfR+D5pZdfTav1i429ZTZjbHzC4HrgUmRNv5v9HmS7Otn8X5pI0ZY2FY4v2j50NTRxZmdoeZ/TJ637fN7Dgzu8XMXjOz36Zt7+5omyI7KRFIj+bu7wLNZjaGsPf/DGFc+GMJI7m+HO3pXujuR0Rll5rZ0GgTtxFGdE35QrT+OcDH3f0woIWMytHMDuhgmYnAde5+IPAh8HkzOxL4PGGUyFOiWCDcLeoNdz/M3a9ob/3Mzx4Nwravu69MK96PMC4PwCGEMW8gDF3+prsfB/yaMGDa94ApwN9Z6z0slhCGMxfZSW2F0hv8jZAEpgE/JdygZBqwkdB0BKHyPzN6PppQ0da7+0tmtpeZ7QMMBz4gVNRHAAuigTqr2XXI3hM6WOYtd18YPX+BMGDgMOAed28AGszsvhyfKdv6mYYRkgQAZjYWWO2t97I4BFhsZlWE5qefR+UO/Najm5SYWQvQCODuLWbWaGYDPdx5S0SJQHqFVD/BwYQ92lXAd4FNwE1mNh04ETjW3bea2WNAVdr6dxCGMx5BOEIw4HfuflWO9+xome1pz1sIiaIz4qy/jbaf41DCiJcpRxA+z4GEewzsSFvuegAzqwHe9bajS1YCDZ2MV/owNQ1Jb/A34FRgg4cbgmwg7AEfG702CPggSgL7A8dkrH8bYZz7swlJ4RHgbDPbC8DMhkR72+niLJPpaeA0M6uycGerU6Pyjwg3QO8Ud/+A0JeQSgaHESUGM5tIuEfty4QEuSht1UNoTRhtkkfUZPa+p934SESJQHqDlwnNJM9mlG30cPemvwBlZrac0DGbvhzuvpRQEa/2cLe3ZcDVhPu+LgYeAkZmrNPhMpncfQFhfPrFwANpMdYDT5vZkrTO4rgeJIyND6FSLzGzRcAPCWPVf4mQCBYCREmjOkoi0DYpAHwauL+TMUgfp/sRiHQjMxvg7puju0o9AVzk7i/uxvYOB77j7v9gZq8Dh+9O276Z3QVc6e6vdbiwFA31EYh0r9lmNoXQhPO73UkCAO7+opk9amaDwuxuJYEK4G4lAcmkIwIRkSKnPgIRkSKnRCAiUuSUCEREipwSgYhIkVMiEBEpckoEIiJFTolARKTI/X9k3OKWK0W78AAAAABJRU5ErkJggg==\n",
-      "text/plain": [
-       "
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-      ]
-     },
-     "metadata": {
-      "needs_background": "light"
-     },
-     "output_type": "display_data"
-    },
-    {
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",
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",
       "text/plain": [
        "
"
       ]
@@ -901,8 +633,8 @@
     "amp = batch_results[\"TM\"][\"mode\"].amps.sel(mode_index=0, direction=\"+\")\n",
     "T_tm = np.abs(amp) ** 2\n",
     "\n",
-    "plt.plot(ldas, T_te, c=\"blue\", label=\"TE\", linewidth=3)\n",
-    "plt.plot(ldas, T_tm, \"--\", c=\"red\", label=\"TM\", linewidth=3)\n",
+    "plt.plot(wvls, T_te, c=\"blue\", label=\"TE\", linewidth=3)\n",
+    "plt.plot(wvls, T_tm, \"--\", c=\"red\", label=\"TM\", linewidth=3)\n",
     "plt.xlabel(r\"Wavelength ($\\mu m$)\")\n",
     "plt.ylabel(\"Coupling efficiency\")\n",
     "plt.ylim(0.5, 1.05)\n",
@@ -930,7 +662,7 @@
    "Anisotropic material"
   ],
   "kernelspec": {
-   "display_name": "Python 3 (ipykernel)",
+   "display_name": "test_examp_env",
    "language": "python",
    "name": "python3"
   },
@@ -945,7 +677,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.123.10.9"
+   "version": "3.11.13"
   },
   "nbdime-conflicts": {
    "local_diff": [
diff --git a/Dispersion.ipynb b/Dispersion.ipynb
index 410cdc6c..b006a59e 100644
--- a/Dispersion.ipynb
+++ b/Dispersion.ipynb
@@ -20,7 +20,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": 13,
    "metadata": {
     "tags": []
    },
@@ -37,31 +37,26 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "First, let us define some basic parameters."
+    "First, we define basic simulation-related parameters. To simplify the initialization and management of frequency-related variables, we use the convenience class [FreqRange](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.FreqRange.html)."
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
-   "metadata": {
-    "tags": []
-   },
+   "execution_count": 31,
+   "metadata": {},
    "outputs": [],
    "source": [
-    "# Wavelength and frequency range\n",
-    "lambda_range = (0.5, 1.5)\n",
-    "lam0 = np.sum(lambda_range) / 2\n",
-    "freq_range = (td.constants.C_0 / lambda_range[1], td.constants.C_0 / lambda_range[0])\n",
+    "# Wavelength interval and number of sampled frequencies\n",
+    "wvl_min = 0.5\n",
+    "wvl_max = 1.5\n",
     "Nfreq = 333\n",
     "\n",
-    "# frequencies and wavelengths of monitor\n",
-    "monitor_freqs = np.linspace(freq_range[0], freq_range[1], Nfreq)\n",
-    "monitor_lambdas = td.constants.C_0 / monitor_freqs\n",
+    "# initialize frequency range, wavelengths of monitor\n",
+    "freq_range = td.FreqRange.from_wvl_interval(wvl_min=wvl_min, wvl_max=wvl_max)\n",
+    "monitor_lambdas = freq_range.wvls(num_points=Nfreq, spacing=\"uniform_freq\")[::-1]\n",
     "\n",
     "# central frequency, frequency pulse width and total running time\n",
-    "freq0 = monitor_freqs[Nfreq // 2]\n",
-    "freqw = 0.3 * (freq_range[1] - freq_range[0])\n",
-    "t_stop = 100 / freq0\n",
+    "t_stop = 100 / freq_range.freq0\n",
     "\n",
     "# Thicknesses of slabs\n",
     "t_slabs = [0.5, 0.2, 0.4, 0.3]  # um\n",
@@ -70,7 +65,7 @@
     "res = 40\n",
     "\n",
     "# space between slabs and sources and PML\n",
-    "spacing = 1 * lambda_range[-1]\n",
+    "spacing = wvl_max\n",
     "\n",
     "# simulation size\n",
     "sim_size = Lx, Ly, Lz = (1.0, 1.0, 4 * spacing + sum(t_slabs))"
@@ -94,7 +89,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 15,
    "metadata": {
     "tags": []
    },
@@ -106,10 +101,10 @@
     "# active material with n & k values at a specified frequency or wavelength\n",
     "# note: negative k value corresponds to a gain medium; it is only allowed\n",
     "#       when `allow_gain` is set to be True\n",
-    "mat2 = td.Medium.from_nk(n=3.0, k=-0.1, freq=freq0, allow_gain=True)\n",
+    "mat2 = td.Medium.from_nk(n=3.0, k=-0.1, freq=freq_range.freq0, allow_gain=True)\n",
     "\n",
     "# weakly dispersive material defined by dn_dwvl at a given frequency\n",
-    "mat3 = td.Sellmeier.from_dispersion(n=2.0, dn_dwvl=-0.1, freq=freq0)\n",
+    "mat3 = td.Sellmeier.from_dispersion(n=2.0, dn_dwvl=-0.1, freq=freq_range.freq0)\n",
     "\n",
     "# dispersive material from tidy3d library\n",
     "mat4 = td.material_library[\"BK7\"][\"Zemax\"]\n",
@@ -135,7 +130,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 16,
    "metadata": {
     "tags": []
    },
@@ -164,7 +159,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 17,
    "metadata": {
     "tags": []
    },
@@ -172,7 +167,7 @@
    "source": [
     "# Here we define the planewave source, placed just in advance (towards negative z) of the slab\n",
     "source = td.PlaneWave(\n",
-    "    source_time=td.GaussianPulse(freq0=freq0, fwidth=freqw),\n",
+    "    source_time=td.GaussianPulse(freq0=freq_range.freq0, fwidth=0.3 * freq_range.fwidth),\n",
     "    size=(td.inf, td.inf, 0),\n",
     "    center=(0, 0, -Lz / 2 + spacing),\n",
     "    direction=\"+\",\n",
@@ -189,7 +184,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 18,
    "metadata": {
     "tags": []
    },
@@ -199,7 +194,7 @@
     "monitor = td.FluxMonitor(\n",
     "    center=(0, 0, Lz / 2 - spacing),\n",
     "    size=(td.inf, td.inf, 0),\n",
-    "    freqs=monitor_freqs,\n",
+    "    freqs=freq_range.freqs(num_points=Nfreq, spacing=\"uniform_freq\"),\n",
     "    name=\"flux\",\n",
     ")"
    ]
@@ -213,7 +208,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 19,
    "metadata": {
     "tags": []
    },
@@ -233,7 +228,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 20,
    "metadata": {
     "tags": []
    },
@@ -269,14 +264,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 21,
    "metadata": {
     "tags": []
    },
    "outputs": [
     {
      "data": {
-      "image/png": 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",
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NmkirVq3knXfekXfffVc6d+4snTp1KlfPlClTBIC8+OKLsnDhQvn6668rHDcvL08iIiLknnvuUWfG8/PzJTIyUpKSkmrkjsxZs2YJAHn44Yflww8/lNTUVAEgb775plO/sufh6ns8Bg4cqO4xeP/99+WOO+4QPz8/2bRpk1O/3Nxc0el0Tncq6vV66dOnj1t1Pvfcc9K8efNy1/8BSEBAgPzpT3+SOXPmyIQJEyQ0NFQMBoO0bdtWFi5cKCIVv4bKtuvqq2QV/T60b99eHnvsMbdqVjVWqbeIHDt2TFJTU6VZs2ai0+nkxhtvlFGjRpW7MclVIIj8cZkxLi5O/P39JTIyUkaOHOn0y/7rr7/K3/72N2nTpo3o9Xpp2rSp3HPPPbJu3TrVJysrS/r37y/R0dGi1WolOjpahgwZIj///HOltbu7nM1mk7feekvi4+NFp9NJkyZNpEuXLjJp0qRyl9A++eQT6dy5s+rXs2dPWbt2rZpvMpmkb9++EhIS4taNSUuWLFHjNW3atNIbk67mTiCIiGzdulVuv/12CQgIkOjoaHnllVdk9erV5eq5dOmS/PWvf5WwsLBr3pj04IMPSkhIiPz2229O7cuXLxcA8tZbb12zLnd88MEHcvPNN4tWq5U2bdrItGnTyr3wKgqEoqIieemll8RoNIpOp5Nu3brJqlWrXK5n8+bNcscdd4her5dmzZrJqFGjxGKxuFXjzp071Y1FVwIgY8eOlYEDB0pAQIBERUXJzJkzZe7cuRIYGChPPvmkiNRMIBw4cEAAOL1u3OHz30KJqAb17t0b0dHR+PTTT1Wbj48PMjIyMHHixFpf/5gxY/D9998jNze3SueC+G5Holrwz3/+E0uWLPHY258/+ugjvPHGG1U+MVxrlx2JGrPExMQK75uobeHh4VV6q/aVuIdARAr3EIjqiDecruMeAhEpDAQiUnjI4AUcDgdOnTqFkJCQat1OXB+ICC5evIjo6OhK34BGnsVA8AKnTp3CP/7xD/VhIbXFz88Pfn7/+5WwWq01etz7/vvv48SJE2jRokWNjUk1i4HgBUJCQhAYGIiOHTu6fJ9+TXE4HOr9/FqtVr3dtiaUvT8jJCSkxsakmsdA8AJlhwk6na7W9hLKwsDf3x86nQ7FxcWw2+01/gL21kOexoKBQCoMSkpKEBERAa1Wi4sXL6q3CvOveuPBQGjkXIUB8L8QYCg0LgyERqyiMCjDUGh8GAheoqaPva8VBmUYCo0LA8FL6HS6cp8kVV3uhkEZhkLjwUDwEg6HA2azGXq9/pov4GuNU5UwKMNQaBx4y5iXsNls8PX1RX5+frXfVlvdMCgTEhKC0NBQWCwWlx8WSt6PewheJCgoCEVFRThz5gyaNGkCf39/t5cVEVy4cAGlpaXqE5arEyxl90IUFBSgtLQUQUFBbi1XUlJS5XVR3WMgeInLly/D4XCoLywpLCyEVqt1630BIgKbzQaNRoPg4GDY7Xa3vhehIr6+vggKCoLNZoOION3uXJHr/b4Hqhv8TEUvYLFYEBUVhQMHDlT6hav12aVLl9CqVSuYzeZyX+1G9Qf3ELzE5cuXERYW5rUvJnf2IsjzeFKRiBQGAhEpDAQiUhgIRKQwEIhIYSAQkcJAICKFgUBECgOBiBQGAhEpDAQiUhgIRKQwEIhIYSAQkcJAICKFgUBECgOBiBQGAhEpDAQiUhgIRKQwEIhIYSAQkcJAICKFgUBECgOBiBQGAhEpDAQiUhgIV5gzZw46duyI0NBQhIaGIikpCd99912lyyxduhRxcXHQ6/Xo0KEDVq5c6TRfRJCeno6oqCgEBAQgOTkZhw8frs3NIKo2BsIVWrRogcmTJyM3Nxc7duxAr1690L9/f+zbt89l/23btmHIkCEYPnw4du3ahQEDBmDAgAHYu3ev6jNlyhS89957mDt3LnJychAUFISUlBQUFxfX1WYRuU+oUk2aNJGPPvrI5bxHHnlE+vbt69SWmJgoTz/9tIiIOBwOMRqNMnXqVDW/oKBAdDqdLFq0yO0azGazABCz2VyNLagfGsI2NAbcQ6iA3W7H4sWLUVhYiKSkJJd9srOzkZyc7NSWkpKC7OxsAMDRo0dhMpmc+hgMBiQmJqo+RPWJn6cLqG/27NmDpKQkFBcXIzg4GF999RVuvfVWl31NJhMiIyOd2iIjI2EymdT8sraK+rhitVphtVrVY4vFUq1tIaoq7iFc5eabb8bu3buRk5ODkSNHYtiwYdi/f3+d1pCZmQmDwaCmli1b1un6qfFiIFxFq9Wibdu26NKlCzIzM9GpUyf861//ctnXaDQiLy/PqS0vLw9Go1HNL2urqI8raWlpMJvNajpx4sT1bBKR2xgI1+BwOJx236+UlJSErKwsp7a1a9eqcw6xsbEwGo1OfSwWC3Jycio8LwEAOp1OXfosm4jqhKfPatYn48aNk02bNsnRo0flp59+knHjxomPj4+sWbNGRESGDh0q48aNU/23bt0qfn5+8vbbb8uBAwckIyND/P39Zc+eParP5MmTJSwsTJYvXy4//fST9O/fX2JjY6WoqMjtuhrCGfqGsA2NAU8qXuHMmTNITU3F6dOnYTAY0LFjR6xevRr33nsvAOD48ePQaP63U3XHHXdg4cKFGD9+PP7xj3/gpptuwrJly9C+fXvV55VXXkFhYSFGjBiBgoIC9OjRA6tWrYJer6/z7SO6Fh8REU8XQZWzWCwwGAwwm81ee/jQELahMeA5BCJSGAhEpDAQiEhhIBCRwkAgIoWBQEQKA4GIFAYCESkMBCJSGAhEpDAQiEhhIBCRwkAgIoWBQEQKA4GIFAYCESkMBCJSGAhEpDAQiEhhIBCRwkAgIoWBQEQKA4GIFAYCESkMBCJSGAhEpDAQiEhhIBCRwkAgIoWBQESKn6cLoCqwXQBsdk9XUT02i6crIDcwELzJiWVASICnq6iei0WeroDcwEMGIlIYCESkMBCISOE5BG/ScgAQGurpKqrHYgEwxtNV0DUwELyJtgmg9dJA0Pp6ugJyAw8ZiEhhIFwhMzMT3bp1Q0hICG644QYMGDAAhw4duuZyS5cuRVxcHPR6PTp06ICVK1c6zRcRpKenIyoqCgEBAUhOTsbhw4drazOIqo2BcIVNmzZh1KhR+OGHH7B27VqUlJSgT58+KCwsrHCZbdu2YciQIRg+fDh27dqFAQMGYMCAAdi7d6/qM2XKFLz33nuYO3cucnJyEBQUhJSUFBQXF9fFZhG5T6hCZ86cEQCyadOmCvs88sgj0rdvX6e2xMREefrpp0VExOFwiNFolKlTp6r5BQUFotPpZNGiRW7VYTabBYCYzeZqbEX90BC2oTHgHkIlzGYzAKBp06YV9snOzkZycrJTW0pKCrKzswEAR48ehclkcupjMBiQmJio+hDVF7zKUAGHw4ExY8bgzjvvRPv27SvsZzKZEBkZ6dQWGRkJk8mk5pe1VdTnalarFVarVT22WPg+AKob3EOowKhRo7B3714sXry4ztedmZkJg8GgppYtW9Z5DdQ4MRBceO655/Dtt99iw4YNaNGiRaV9jUYj8vLynNry8vJgNBrV/LK2ivpcLS0tDWazWU0nTpyo7qYQVQkD4Qoigueeew5fffUV1q9fj9jY2Gsuk5SUhKysLKe2tWvXIikpCQAQGxsLo9Ho1MdisSAnJ0f1uZpOp0NoaKjTRFQnPH1Wsz4ZOXKkGAwG2bhxo5w+fVpNly9fVn2GDh0q48aNU4+3bt0qfn5+8vbbb8uBAwckIyND/P39Zc+eParP5MmTJSwsTJYvXy4//fST9O/fX2JjY6WoqMituhrCGfqGsA2NAQPhCgBcTvPmzVN9evbsKcOGDXNa7vPPP5d27dqJVquV+Ph4WbFihdN8h8MhEyZMkMjISNHpdNK7d285dOiQ23U1hBdTQ9iGxsBHRMRTeyfkHovFAoPBALPZ7LWHDw1hGxoDnkMgIoWBQEQKA4GIFAYCESkMBCJSGAhEpDAQiEhhIBCRwkAgIoWBQEQKA4GIFAYCESkMBCJSGAhEpDAQiEhhIBCRwkAgIoWBQEQKA4GIFAYCESkMBCJSGAhEpDAQiEhhIBCRwkAgIoWBQEQKA4GIFAYCESkMBCJSGAhEpDAQiEhhIBCRwkAgIoWBQEQKA4GIFAYCESkMBCJSGAhEpDAQrvD999/jgQceQHR0NHx8fLBs2bJrLrNx40bcdttt0Ol0aNu2LebPn1+uz6xZs9C6dWvo9XokJiZi+/btNV88UQ1gIFyhsLAQnTp1wqxZs9zqf/ToUfTt2xf33HMPdu/ejTFjxuDJJ5/E6tWrVZ8lS5Zg7NixyMjIwM6dO9GpUyekpKTgzJkztbUZRNUn5BIA+eqrryrt88orr0h8fLxT26BBgyQlJUU97t69u4waNUo9ttvtEh0dLZmZmW7XYjabBYCYzWa3l6lvGsI2NAbcQ7gO2dnZSE5OdmpLSUlBdnY2AMBmsyE3N9epj0ajQXJysupDVJ/4eboAb2YymRAZGenUFhkZCYvFgqKiIly4cAF2u91ln4MHD1Y4rtVqhdVqVY8tFkvNFk5UAe4h1EOZmZkwGAxqatmypadLokaCgXAdjEYj8vLynNry8vIQGhqKgIAAREREwNfX12Ufo9FY4bhpaWkwm81qOnHiRK3UT3Q1BsJ1SEpKQlZWllPb2rVrkZSUBADQarXo0qWLUx+Hw4GsrCzVxxWdTofQ0FCniaguMBCucOnSJezevRu7d+8G8Mdlxd27d+P48eMA/vjLnZqaqvo/88wz+PXXX/HKK6/g4MGDmD17Nj7//HO8+OKLqs/YsWPx4Ycf4t///jcOHDiAkSNHorCwEE888USdbhuRWzx9maM+2bBhgwAoNw0bNkxERIYNGyY9e/Yst0xCQoJotVq58cYbZd68eeXGnTFjhsTExIhWq5Xu3bvLDz/8UKW6GsIlu4awDY2Bj4iIB/OI3GCxWGAwGGA2m7328KEhbENjwEMGIlIYCESkMBCISGEgEJHCQCAihYFARAoDgYgUBgIRKXz7sxfZ3mkwgjT+ni6jWgodJZ4ugdzAPQQiUhgIRKQwEIhIYSAQkcJAICKFgUBECgOBiBQGAhEpDAQiUhgIRKQwEIhIYSAQkcJAICLFa97t6HA4sGnTJmzevBnHjh3D5cuX0axZM3Tu3BnJycn8/kOiGlDvv5ehqKgI77zzDubMmYPz588jISEB0dHRCAgIwPnz57F3716cOnUKffr0QXp6Om6//XZPl1zjyr7TYPDTn0KrC/R0OdVis17G4veH8nsZ6rl6v4fQrl07JCUl4cMPP8S9994Lf//ynwdw7NgxLFy4EIMHD8Zrr72Gp556ygOVEnm/eh8Ia9aswS233FJpn1atWiEtLQ0vvfSS+h5GIqq6en9S8VphcCV/f3+0adOmFqshatjq/R7C1YqLi/HTTz/hzJkzcDgcTvP69evnoaqIGgavCoRVq1YhNTUV+fn55eb5+PjAbrd7oCqihqPeHzJcafTo0Rg4cCBOnz4Nh8PhNDEMiK6fVwVCXl4exo4di8jISE+XQtQgeVUgPPzww9i4caOnyyBqsLzqHMLMmTMxcOBAbN68GR06dCh3T8Lzzz/vocqIGgavCoRFixZhzZo10Ov12LhxI3x8fNQ8Hx8fBgLRdfKqQHjttdcwadIkjBs3DhqNVx3tEHkFr3pV2Ww2DBo0iGFAVEu86pU1bNgwLFmyxNNlEDVYXnXIYLfbMWXKFKxevRodO3Ysd1Lx3Xff9VBlRA2DV+0h7NmzB507d4ZGo8HevXuxa9cup6kmzJo1C61bt4Zer0diYiK2b99eaf+lS5ciLi4Oer0eHTp0wMqVK53miwjS09MRFRWFgIAAJCcn4/DhwzVSK1FN86o9hA0bNtTq+EuWLMHYsWMxd+5cJCYmYvr06UhJScGhQ4dwww03lOu/bds2DBkyBJmZmfjzn/+MhQsXYsCAAdi5cyfat28PAJgyZQree+89/Pvf/0ZsbCwmTJiAlJQU7N+/H3q9vla3h6iq6v0HpLjj2LFjmDp1KmbOnHld4yQmJqJbt25qHIfDgZYtW2L06NEYN25cuf6DBg1CYWEhvv32W9V2++23IyEhAXPnzoWIIDo6Gn//+9/x0ksvAQDMZjMiIyMxf/58DB482K26+AEpVFe8ag/hnnvucbr3oMzp06dx+vTp6woEm82G3NxcpKWlqTaNRoPk5GRkZ2e7XCY7Oxtjx451aktJScGyZcsAAEePHoXJZEJycrKabzAYkJiYiOzsbLcDgaiueFUgJCQkOD222+349ddf8csvv2D+/PnXNXZ+fj7sdnu590lERkbi4MGDLpcxmUwu+5tMJjW/rK2iPq5YrVZYrVb12GKxuL8hRNfBqwJh2rRpLts/+ugjzJw5E48++mgdV1Q7MjMzMWnSpHLtz5WeQLDGO887XCotxmJPF0HX5FVXGSrSu3dv7N69+7rGiIiIgK+vL/Ly8pza8/LyYDQaXS5jNBor7V/2b1XGBIC0tDSYzWY1nThxosrbQ1QdDSIQ1q9fj3vuuee6xtBqtejSpQuysrJUm8PhQFZWFpKSklwuk5SU5NQfANauXav6x8bGwmg0OvWxWCzIycmpcEwA0Ol0CA0NdZqI6oJXHTI8+OCD5dry8vKQk5ODe+65x2n+l19+WeXxx44di2HDhqFr167o3r07pk+fjsLCQjzxxBMAgNTUVDRv3hyZmZkAgBdeeAE9e/bEO++8g759+2Lx4sXYsWMHPvjgAwB/vOFqzJgxeOONN3DTTTepy47R0dEYMGBANZ4BotrlVYFgMBhctrVr165Gxh80aBDOnj2L9PR0mEwmJCQkYNWqVeqk4PHjx53eR3HHHXdg4cKFGD9+PP7xj3/gpptuwrJly9Q9CADwyiuvoLCwECNGjEBBQQF69OiBVatW8R4EqpcaxH0IDV3ZfQhbhv8TwVrvDJJLtmL0+PgfvA+hnqv35xCYV0R1p94HQnx8PBYvXgybzVZpv8OHD2PkyJGYPHlyHVVG1PDU+3MIM2bMwKuvvopnn30W9957L7p27Yro6Gjo9XpcuHAB+/fvx5YtW7Bv3z4899xzGDlypKdLJvJa9T4QevfujR07dmDLli1YsmQJFixYgGPHjqGoqAgRERHo3LkzUlNT8eijj6JJkyaeLrdWfdI5HtqAIE+XUS22okJPl0BuqPeBUKZHjx7o0aOHp8sgatDq/TkEIqo7DAQiUhgIRKQwEIhIYSAQkeJVgdCrVy+XnxNw4cIF9OrVywMVETUsXnPZEQA2btyIPXv2YNeuXViwYAGCgv64Jm+z2bBp0yYPV0fk/bxqDwEA1q1bB5PJhNtvvx2//fabp8shalC8LhCioqKwadMmdOjQAd26dePXwxPVIK8KhLJPXNbpdFi4cCFeeOEF3HfffZg9e7aHKyNqGLzqHMLVb4UeP348brnlFgwbNsxDFRE1LF4VCEePHkWzZs2c2h566CHExcVhx44dHqqKqOHwqkBo1aqVy/b4+HjEx8fXcTVEDY9XnUMgotrFQCAihYFARAoDgYgUBgIRKQwEIlIYCESkMBCISGEgEJHCQCAihV/26gXKvuzVm78otSFsQ2PAPQQiUhgIRKQwEIhIYSAQkcJAICKFgUBECgOBiBQGAhEpDAQiUhgI//Xll1+iT58+CA8Ph4+PD3bv3u3WckuXLkVcXBz0ej06dOiAlStXOs0XEaSnpyMqKgoBAQFITk7G4cOHa2ELiK4fA+G/CgsL0aNHD7z11ltuL7Nt2zYMGTIEw4cPx65duzBgwAAMGDAAe/fuVX2mTJmC9957D3PnzkVOTg6CgoKQkpKC4uLi2tgMousj5OTo0aMCQHbt2nXNvo888oj07dvXqS0xMVGefvppERFxOBxiNBpl6tSpan5BQYHodDpZtGiR2zWZzWYBIGaz2e1l6puGsA2NAfcQrkN2djaSk5Od2lJSUpCdnQ3gjy+WMZlMTn0MBgMSExNVH1esVissFovTRFQXGAjXwWQyITIy0qktMjISJpNJzS9rq6iPK5mZmTAYDGpq2bJlDVdO5FqjDIQFCxYgODhYTZs3b/Z0SU7S0tJgNpvVdOLECU+XRI2EV32VW03p168fEhMT1ePmzZtXaxyj0Yi8vDyntry8PBiNRjW/rC0qKsqpT0JCQoXj6nQ66HS6atVEdD0a5R5CSEgI2rZtq6aAgIBqjZOUlISsrCyntrVr1yIpKQkAEBsbC6PR6NTHYrEgJydH9SGqTxrlHoIr58+fx/Hjx3Hq1CkAwKFDhwD88Ve+7C99amoqmjdvjszMTADACy+8gJ49e+Kdd95B3759sXjxYuzYsQMffPABAMDHxwdjxozBG2+8gZtuugmxsbGYMGECoqOjMWDAgLrfSKJr8fRljvpi3rx5AqDclJGRofr07NlThg0b5rTc559/Lu3atROtVivx8fGyYsUKp/kOh0MmTJggkZGRotPppHfv3nLo0KEq1dYQLtk1hG1oDPiZil6gIXweYUPYhsagUZ5DICLXGAhEpDAQiEhhIBCRwkAgIoWBQEQKA4GIFAYCESkMBCJSGAhEpDAQiEhhIBCRwkAgIoWBQEQKA4GIFAYCESkMBCJSGAhEpDAQiEhhIBCRwkAgIoWBQEQKA4GIFAYCESkMBML5QgveXbMY1hKbp0shD2MgEJb8mIXZG7/C6n3bPV0KeRgDoZErtZdiYc46mCwXsHD7Ok+XQx7GQGjkNh7ajaP5pxERbMD2o/ux/9RRT5dEHsRAaOSW/JiFUocd4UGhuGwrxhe5Gz1dEnkQA6ERO3bOhA2HdiJEHwAfHx/o/bT4IncjLhZf9nRp5CEMhEbsi9yNuGQtRog+CAAQFhiM/EtmrPhpm4crI09hIDRSxSVWLPkxC1pfP2h8fAAAfr5+EAEW5qyFiHi4QvIEBkIjtXb/Dvx+4SzCAoOd2sMCg/B/vx/BruM/e6gy8iQGQiO1aPs6iAi0fv5O7YFaPaylNny+Y4OHKiNPYiA0QgdPH8MPv+5DaEBQuXk+Pj4I1Orx9f9twflCiweqI09iIDRCX+RuxGVbMYJ1AS7nGwKCcKHwIpbv3lzHlZGnMRAamUvFl7E0dwN0flr4/Pdk4tV8Nb7w8fHBgpy1cDgcdVwheRIDoZFZuecHnLFcKHcy8WpNAkPws+kEth3ZW0eVUX3AQABQUlKCV199FR06dEBQUBCio6ORmpqKU6dOXXPZWbNmoXXr1tDr9UhMTMT27c5vECouLsaoUaMQHh6O4OBgPPTQQ8jLy6utTamUiGBBzhoAgL+vX6V99f5a2OwlWPJjVl2URvUEAwHA5cuXsXPnTkyYMAE7d+7El19+iUOHDqFfv36VLrdkyRKMHTsWGRkZ2LlzJzp16oSUlBScOXNG9XnxxRfxzTffYOnSpdi0aRNOnTqFBx98sLY3yaXdJw7j/37/BRofDS5cvoiCy5fKHRKUOuwouHwRBUWXAACr923H6YJ8T5RLHuAjvAPFpR9//BHdu3fHsWPHEBMT47JPYmIiunXrhpkzZwIAHA4HWrZsidGjR2PcuHEwm81o1qwZFi5ciIcffhgAcPDgQdxyyy3Izs7G7bff7lYtFosFBoMBZrMZoaGh1d6mtft/xItLZqDUXgoAuGyzQu+vdbracO6SGQCg++/lSL1Wh//87TV0bNG22usFam4bqHZVvt/YiJnNZvj4+CAsLMzlfJvNhtzcXKSlpak2jUaD5ORkZGdnAwByc3NRUlKC5ORk1ScuLg4xMTGVBoLVaoXValWPLZaaufx3763dsHfSf/5YR4kNHSYOg8D574EAiDaEY1va3BpZJ3kXHjK4UFxcjFdffRVDhgyp8K9Zfn4+7HY7IiMjndojIyNhMpkAACaTCVqttlyoXNnHlczMTBgMBjW1bNny+jaIyE2NMhAWLFiA4OBgNW3e/L/r7SUlJXjkkUcgIpgzZ45H6ktLS4PZbFbTiRMnPFIHNT6N8pChX79+SExMVI+bN28O4H9hcOzYMaxfv77SY92IiAj4+vqWu2KQl5cHo9EIADAajbDZbCgoKHDaS7iyjys6nQ46na46m0Z0XRrlHkJISAjatm2rpoCAABUGhw8fxrp16xAeHl7pGFqtFl26dEFW1v8uyzkcDmRlZSEpKQkA0KVLF/j7+zv1OXToEI4fP676ENUnjXIP4WolJSV4+OGHsXPnTnz77bew2+3qGL9p06bQarUAgN69e+Mvf/kLnnvuOQDA2LFjMWzYMHTt2hXdu3fH9OnTUVhYiCeeeAIAYDAYMHz4cIwdOxZNmzZFaGgoRo8ejaSkJLevMBDVJQYCgJMnT+Lrr78GACQkJDjN27BhA+6++24AwJEjR5Cf/79r8oMGDcLZs2eRnp4Ok8mEhIQErFq1yulE47Rp06DRaPDQQw/BarUiJSUFs2fPrvVtIqoO3ofgBWrjGn7ZZUdraQmCdHrVbi4qRKumkTV+2ZH3IXgH7iF4EUupBSitmbFKHXYE6nSwltpQaC1S7X4aDUICA/9YVw2q6fGodjAQvMhG80YEOgJrbLwXH++DwuLicu2hgQFYV1Cz39Fw+SI/uNUbMBAasZBAPUIC9dfuSI1Go7zsSESuMRCISOEhgxe523C3156ht2h4UtEbMBC8SKhfKEL9vDMQ+JvmHXjIQEQKA4GIFAYCESkMBCJSGAhEpDAQiEhhIBCRwkAgIoWBQEQKA4GIFAYCESkMBCJSGAhEpDAQiEhhIBCRwkAgIoWBQEQKA4GIFAYCESkMBCJSGAhEpDAQiEhhIBCRwkAgIoWBQEQKA4GIFAYCESkMBCJSGAhEpDAQiEhhIBCRwkD4r4kTJyIuLg5BQUFo0qQJkpOTkZOTc83lZs2ahdatW0Ov1yMxMRHbt293ml9cXIxRo0YhPDwcwcHBeOihh5CXl1dbm0F0XRgI/9WuXTvMnDkTe/bswZYtW9C6dWv06dMHZ8+erXCZJUuWYOzYscjIyMDOnTvRqVMnpKSk4MyZM6rPiy++iG+++QZLly7Fpk2bcOrUKTz44IN1sUlEVSfkktlsFgCybt26Cvt0795dRo0apR7b7XaJjo6WzMxMEREpKCgQf39/Wbp0qepz4MABASDZ2dlVrsVsNldjS+qHhrANjQH3EFyw2Wz44IMPYDAY0KlTpwr75ObmIjk5WbVpNBokJycjOzsbAJCbm4uSkhKnPnFxcYiJiVF9XLFarbBYLE4TUV1gIFzh22+/RXBwMPR6PaZNm4a1a9ciIiLCZd/8/HzY7XZERkY6tUdGRsJkMgEATCYTtFotwsLCKuzjSmZmJgwGg5patmx5fRtG5KZGGQgLFixAcHCwmjZv3gwAuOeee7B7925s27YN9913Hx555BGn8wF1JS0tDWazWU0nTpyo8xqocfLzdAGe0K9fPyQmJqrHzZs3BwAEBQWhbdu2aNu2LW6//XbcdNNN+Pjjj5GWllZujIiICPj6+pa7YpCXlwej0QgAMBqNsNlsKCgocNpLuLKPKzqdDjqd7no2kahaGuUeQkhIiHrht23bFgEBAS77ORwOWK1Wl/O0Wi26dOmCrKwsp/5ZWVlISkoCAHTp0gX+/v5OfQ4dOoTjx4+rPkT1iqfPatYHly5dkrS0NMnOzpbffvtNduzYIU888YTodDrZu3ev6terVy+ZMWOGerx48WLR6XQyf/582b9/v4wYMULCwsLEZDKpPs8884zExMTI+vXrZceOHZKUlCRJSUlVqq8hnKFvCNvQGDTKQ4ar+fr64uDBg/j3v/+N/Px8hIeHo1u3bti8eTPi4+NVvyNHjiA/P189HjRoEM6ePYv09HSYTCYkJCRg1apVTicap02bBo1Gg4ceeghWqxUpKSmYPXt2nW4fkbt8REQ8XQRVzmKxwGAwwGw2IzQ01NPlVEtD2IbGoFGeQyAi1xgIRKQwEIhIYSAQkcJAICKFgUBECgOBiBQGAhEpDAQiUhgIRKQwEIhIYSAQkcJAICKFgUBECgOBiBQGAhEpDAQiUhgIRKQwEIhIYSAQkcJAICKFgUBECgOBiBQGAhEpDAQiUhgIRKQwEIhI4Ze9eonAwEAUFBSgtLTU06VUy6VLlzxdArmBgeAlhgwZgmXLlkGn0133WA6HAzabDT4+PtBqtfDx8amVZa5kt9urWy7VIQaCl9Dr9SgsLISfnx+CgoKqPU5JSQksFgv8/PzQpEmTKr2w/f39ceHCBdjt9iovW1xcXJ1yqY4xELxEaWkpgoODcfnyZfj5+SEkJKTKY9hsNpjNZuh0OoSHh0OjqdopJK1WC39/f+Tn58NisVRpDG891GlseFLRiwQGBiI0NBQWiwUXL16s0rI2mw35+fnw9/evVhiU0Wq1iIiIQElJCc6dOweHw1Gtcah+YiB4mZCQkCqHQk2FQZnqhAKDwzswELxQVUKhpsOgTFVCweFwwGKx1Mh6qXYxELyUO6FQW2FQxp1QcDgcOHfuHK8yeAkGgherLBRqOwzKVBYKZWFQUlICg8FQK+unmsVA8HKuQqGuwqCMq1C4MgwiIiLg58cLWt6AP6UGoOwSpMVigc1mg9VqrbMwKFMWCvn5+cjPzwfwx6XGiIgIaLVaXnb0EgwELyAiAACr1VphH19fX2g0GnWLcGhoqEduBgoMDITZbAYAGAwGlJaWorS0VNVeti1UP/kIf0L13q+//oo2bdp4uowaceTIEdx4442eLoMqwD0EL9C0aVMAwPHjx2vl5JzFYkHLli1x4sQJhIaG1vj4AGA2mxETE6O2heonBoIXKDsPYDAYau0FC/xxmFGb4wOos3MaVD386RCRwkAgIoWB4AV0Oh0yMjJq5LMQPDF+Xa2Drh+vMhCRwj0EIlIYCESkMBCISGEgeIiIID09HVFRUQgICEBycjIOHz5c6TITJ06Ej4+P0xQXF+fUp7i4GKNGjUJQUBA0Gg18fX1x2223Yfv27ZWOvXTpUsTFxUGv16NDhw5YuXJlpfXefPPNaNGiBfR6PRITEysdf/78+eXq1uv11/18UC0Q8ojJkyeLwWCQZcuWyf/93/9Jv379JDY2VoqKiipcJiMjQ+Lj4+X06dNqOnv2rFOfZ555RsLDw8Xf31/S09OlY8eOEhkZKWFhYZKXl+dy3K1bt4qvr69MmTJF9u/fL+PHjxd/f3/Zs2ePy3rfeust0Wg0EhERITt37pSnnnqq0vHnzZsnoaGhTnWbTKbrfj6o5jEQPMDhcIjRaJSpU6eqtoKCAtHpdLJo0aIKl8vIyJBOnTpVOL+goED8/f2lbdu2MmrUKBEROXDggACQiIgIyczMdLncI488In379nVqS0xMlKefftplvd27d5ennnpK1Wu32yU6OrrC8efNmycGg6HCuqv7fFDN4yGDBxw9ehQmkwnJycmqzWAwIDExEdnZ2ZUue/jwYURHR+PGG2/Eo48+iuPHj6t5ubm5KCkpwdGjR9XYcXFxiImJQevWrSscOzs726kWAEhJSVH9r6zXZrMhNzcX999/v6pXo9EgOTm50tovXbqEVq1aoWXLlujfvz/27dtXI88H1SwGggeYTCYAQGRkpFN7ZGSkmudKYmIi5s+fj1WrVmHOnDk4evQo7rrrLvXBKCaTCf7+/rDb7U5jR0ZGQqPRVDi2yWSqtJYr683Pz1fjX9mnstpvvvlmfPLJJ1i+fDk+++wzOBwO3HHHHfj999+v6/mgmsdAqAMLFixAcHCwmkpKSqo1zp/+9CcMHDgQHTt2REpKClauXImCggJ8/vnnNVxxzUpKSkJqaioSEhLQs2dPfPnll2jWrBnef/99T5dGV2Eg1IF+/fph9+7daoqIiAAA5OXlOfXLy8uD0Wh0e9ywsDC0a9cOv/zyCwDAaDSipKQEvr6+TmPn5eXB4XBUOLbRaKy0lrJ/8/LyEBERoca/sk9Vavf390fnzp2d6i4bo6IaqG4wEOpASEgI2rZtq6Zbb70VRqMRWVlZqo/FYkFOTg6SkpLcHvfSpUs4cuQIoqKiAABdunSBv78/YmNj1diHDh3C8ePHcezYsQrHTkpKcqoFANauXav6x8bGqnq1Wi26dOmC7777TtXrcDiQlZXldu12ux179uxRdV85/vU8H1QDPH1Ws7GaPHmyhIWFyfLly+Wnn36S/v37l7vM1qtXL5kxY4Z6/Pe//102btwoR48ela1bt0pycrJERETImTNnVJ8rLztOnDhROnXqJDfccIOEhYWpS31Dhw6VcePGqWW2bt0qfn5+8vbbb8uBAwckIyPD5WXHsnqnTJmiLjvu2rVLRowYUen4kyZNktWrV8uRI0ckNzdXBg8eLHq9Xvbt21el54NqHwPBQxwOh0yYMEEiIyNFp9NJ79695dChQ059WrVqJRkZGerxoEGDJCoqSrRarTRv3lwGDRokv/zyi9MyRUVF8uyzz0pAQID4+PiIRqORzp07yw8//KD69OzZU4YNG+a03Oeffy7t2rUTrVYr8fHxsmLFikrrbdeunURHR4tWq5Xu3btXOv6YMWMkJiZGtFqtREZGyv333y87d+6s8vNBtY/vdiQihecQiEhhIBCRwkAgIoWBQEQKA4GIFAYCESkMBCJSGAhEpDAQGpGPP/4Yffr0qfX1rFq1CgkJCXA4HLW+LqpZDIRGori4GBMmTEBGRkatr+u+++6Dv78/FixYUOvroprFQGgkvvjiC4SGhuLOO++sk/U9/vjjeO+99+pkXVRzGAhe5j//+Q/Cw8NhtVqd2gcMGIChQ4dWuNzixYvxwAMPOLXdfffdGDNmTLlxHn/8cfW4devWeOONN5Camorg4GC0atUKX3/9Nc6ePYv+/fsjODgYHTt2xI4dO5zGeeCBB7Bjxw4cOXKkehtKHsFA8DIDBw6E3W7H119/rdrOnDmDFStW4G9/+1uFy23ZsgVdu3at1jqnTZuGO++8E7t27ULfvn0xdOhQpKam4rHHHsPOnTvRpk0bpKam4sr3ycXExCAyMhKbN2+u1jrJMxgIXiYgIAB//etfMW/ePNX22WefISYmBnfffbfLZQoKCmA2mxEdHV2tdd5///14+umncdNNNyE9PR0WiwXdunXDwIED0a5dO7z66qs4cOBAuU88io6OxrFjx6q1TvIMBoIXeuqpp7BmzRqcPHkSwB9fhPL444/Dx8fHZf+ioiIAKPflKO7q2LGj+n/ZB6F26NChXNuZM2eclgsICMDly5ertU7yDD9PF0BV17lzZ3Tq1An/+c9/0KdPH+zbtw8rVqyosH94eDh8fHxw4cKFa45tt9vLtfn7+6v/l4WOq7arLzOeP38ezZo1u+Y6qf7gHoKXevLJJzF//nzMmzcPycnJaNmyZYV9tVotbr31Vuzfv7/cvKt383/99dcaqa+4uBhHjhxB586da2Q8qhsMBC/117/+Fb///js+/PDDSk8mlklJScGWLVvKtS9fvhxffvkljhw5gjfffBP79+/HsWPH1OFIdf3www/Q6XT8kFQvw0DwUgaDAQ899BCCg4MxYMCAa/YfPnw4Vq5cCbPZ7NTet29fTJkyBbfeeiu+//57zJ49G9u3b8enn356XfUtWrQIjz76KAIDA69rHKpb/ExFL9a7d2/Ex8e7fQPQwIEDcdtttyEtLQ3AH/chJCQkYPr06TVaV35+Pm6++Wbs2LEDsbGxNTo21S7uIXihCxcu4KuvvsLGjRsxatQot5ebOnUqgoODa7GyP/z222+YPXs2w8AL8SqDF+rcuTMuXLiAt956CzfffLPby7Vu3RqjR4+uxcr+0LVr12rfBEWexUMGIlJ4yEBECgOBiBQGAhEpDAQiUhgIRKQwEIhIYSAQkcJAICKFgUBEyv8HxfgLj/Sj9zoAAAAASUVORK5CYII=",
       "text/plain": [
        "
"
       ]
@@ -299,14 +294,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 22,
    "metadata": {
     "tags": []
    },
    "outputs": [
     {
      "data": {
-      "image/png": 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",
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",
       "text/plain": [
        "
"
       ]
@@ -317,7 +312,7 @@
    ],
    "source": [
     "# plot the permittivity at a few frequencies\n",
-    "freqs_plot = (freq_range[0], freq_range[1])\n",
+    "freqs_plot = freq_range.freqs(num_points=2)\n",
     "fig, axes = plt.subplots(1, len(freqs_plot), tight_layout=True, figsize=(12, 4))\n",
     "for ax, freq_plot in zip(axes, freqs_plot):\n",
     "    sim.plot_eps(x=0, freq=freq_plot, ax=ax)\n",
@@ -333,14 +328,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 23,
    "metadata": {
     "tags": []
    },
    "outputs": [
     {
      "data": {
-      "image/png": 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",
+      "image/png": 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",
       "text/plain": [
        "
"
       ]
@@ -350,7 +345,7 @@
     },
     {
      "data": {
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",
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",
       "text/plain": [
        "
"
       ]
@@ -365,7 +360,12 @@
     "ax1.set_xlim(0, 1e-13)\n",
     "ax2 = sim.sources[0].source_time.plot_spectrum(times=np.linspace(0, sim.run_time, 1001))\n",
     "ax2.fill_between(\n",
-    "    freq_range, [-8e-16, -8e-16], [8e-16, 8e-16], alpha=0.4, color=\"g\", label=\"measure\"\n",
+    "    freq_range.freqs(num_points=2),\n",
+    "    [-8e-16, -8e-16],\n",
+    "    [8e-16, 8e-16],\n",
+    "    alpha=0.4,\n",
+    "    color=\"g\",\n",
+    "    label=\"measure\",\n",
     ")\n",
     "ax2.legend()\n",
     "plt.show()"
@@ -382,7 +382,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 24,
    "metadata": {
     "tags": []
    },
@@ -390,15 +390,13 @@
     {
      "data": {
       "text/html": [
-       "
10:27:54 Eastern Daylight Time Created task 'dispersion' with task_id           \n",
-       "                               'fdve-12657b1d-2873-4588-a14c-f505cb802247' and  \n",
-       "                               task_type 'FDTD'.                                \n",
+       "
11:20:43 EDT Created task 'dispersion' with task_id                             \n",
+       "             'fdve-9845de83-abeb-4625-a73f-77dab9b2052e' and task_type 'FDTD'.  \n",
        "
\n"
       ],
       "text/plain": [
-       "\u001b[2;36m10:27:54 Eastern Daylight Time\u001b[0m\u001b[2;36m \u001b[0mCreated task \u001b[32m'dispersion'\u001b[0m with task_id           \n",
-       "\u001b[2;36m                               \u001b[0m\u001b[32m'fdve-12657b1d-2873-4588-a14c-f505cb802247'\u001b[0m and  \n",
-       "\u001b[2;36m                               \u001b[0mtask_type \u001b[32m'FDTD'\u001b[0m.                                \n"
+       "\u001b[2;36m11:20:43 EDT\u001b[0m\u001b[2;36m \u001b[0mCreated task \u001b[32m'dispersion'\u001b[0m with task_id                             \n",
+       "\u001b[2;36m             \u001b[0m\u001b[32m'fdve-9845de83-abeb-4625-a73f-77dab9b2052e'\u001b[0m and task_type \u001b[32m'FDTD'\u001b[0m.  \n"
       ]
      },
      "metadata": {},
@@ -407,15 +405,15 @@
     {
      "data": {
       "text/html": [
-       "
                               View task using web UI at                        \n",
-       "                               'https://tidy3d.simulation.cloud/workbench?taskId\n",
-       "                               =fdve-12657b1d-2873-4588-a14c-f505cb802247'.     \n",
+       "
             View task using web UI at                                          \n",
+       "             'https://tidy3d.simulation.cloud/workbench?taskId=fdve-9845de83-abe\n",
+       "             b-4625-a73f-77dab9b2052e'.                                         \n",
        "
\n"
       ],
       "text/plain": [
-       "\u001b[2;36m                              \u001b[0m\u001b[2;36m \u001b[0mView task using web UI at                        \n",
-       "\u001b[2;36m                               \u001b[0m\u001b]8;id=343017;https://tidy3d.simulation.cloud/workbench?taskId=fdve-12657b1d-2873-4588-a14c-f505cb802247\u001b\\\u001b[32m'https://tidy3d.simulation.cloud/workbench?\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=920609;https://tidy3d.simulation.cloud/workbench?taskId=fdve-12657b1d-2873-4588-a14c-f505cb802247\u001b\\\u001b[32mtaskId\u001b[0m\u001b]8;;\u001b\\\n",
-       "\u001b[2;36m                               \u001b[0m\u001b]8;id=343017;https://tidy3d.simulation.cloud/workbench?taskId=fdve-12657b1d-2873-4588-a14c-f505cb802247\u001b\\\u001b[32m=\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=616090;https://tidy3d.simulation.cloud/workbench?taskId=fdve-12657b1d-2873-4588-a14c-f505cb802247\u001b\\\u001b[32mfdve\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=343017;https://tidy3d.simulation.cloud/workbench?taskId=fdve-12657b1d-2873-4588-a14c-f505cb802247\u001b\\\u001b[32m-12657b1d-2873-4588-a14c-f505cb802247'\u001b[0m\u001b]8;;\u001b\\.     \n"
+       "\u001b[2;36m            \u001b[0m\u001b[2;36m \u001b[0mView task using web UI at                                          \n",
+       "\u001b[2;36m             \u001b[0m\u001b]8;id=433352;https://tidy3d.simulation.cloud/workbench?taskId=fdve-9845de83-abeb-4625-a73f-77dab9b2052e\u001b\\\u001b[32m'https://tidy3d.simulation.cloud/workbench?\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=296544;https://tidy3d.simulation.cloud/workbench?taskId=fdve-9845de83-abeb-4625-a73f-77dab9b2052e\u001b\\\u001b[32mtaskId\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=433352;https://tidy3d.simulation.cloud/workbench?taskId=fdve-9845de83-abeb-4625-a73f-77dab9b2052e\u001b\\\u001b[32m=\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=531184;https://tidy3d.simulation.cloud/workbench?taskId=fdve-9845de83-abeb-4625-a73f-77dab9b2052e\u001b\\\u001b[32mfdve\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=433352;https://tidy3d.simulation.cloud/workbench?taskId=fdve-9845de83-abeb-4625-a73f-77dab9b2052e\u001b\\\u001b[32m-9845de83-abe\u001b[0m\u001b]8;;\u001b\\\n",
+       "\u001b[2;36m             \u001b[0m\u001b]8;id=433352;https://tidy3d.simulation.cloud/workbench?taskId=fdve-9845de83-abeb-4625-a73f-77dab9b2052e\u001b\\\u001b[32mb-4625-a73f-77dab9b2052e'\u001b[0m\u001b]8;;\u001b\\.                                         \n"
       ]
      },
      "metadata": {},
@@ -424,11 +422,11 @@
     {
      "data": {
       "text/html": [
-       "
                               Task folder: 'default'.                          \n",
+       "
             Task folder: 'default'.                                            \n",
        "
\n"
       ],
       "text/plain": [
-       "\u001b[2;36m                              \u001b[0m\u001b[2;36m \u001b[0mTask folder: \u001b]8;id=901973;https://tidy3d.simulation.cloud/folders/639eb096-a602-4b56-a502-cac1f18f9557\u001b\\\u001b[32m'default'\u001b[0m\u001b]8;;\u001b\\.                          \n"
+       "\u001b[2;36m            \u001b[0m\u001b[2;36m \u001b[0mTask folder: \u001b]8;id=495515;https://tidy3d.simulation.cloud/folders/folder-f7b925a9-b2c3-4519-8f36-17122860e556\u001b\\\u001b[32m'default'\u001b[0m\u001b]8;;\u001b\\.                                            \n"
       ]
      },
      "metadata": {},
@@ -437,7 +435,7 @@
     {
      "data": {
       "application/vnd.jupyter.widget-view+json": {
-       "model_id": "c6ae82d457374c9e9631193b2c03d50b",
+       "model_id": "f1e4378f82c0465d98f72ed97a198ff3",
        "version_major": 2,
        "version_minor": 0
       },
@@ -461,17 +459,15 @@
     {
      "data": {
       "text/html": [
-       "
10:27:55 Eastern Daylight Time Maximum FlexCredit cost: 0.104. Minimum cost     \n",
-       "                               depends on task execution details. Use           \n",
-       "                               'web.real_cost(task_id)' to get the billed       \n",
-       "                               FlexCredit cost after a simulation run.          \n",
+       "
11:20:45 EDT Maximum FlexCredit cost: 0.104. Minimum cost depends on task       \n",
+       "             execution details. Use 'web.real_cost(task_id)' to get the billed  \n",
+       "             FlexCredit cost after a simulation run.                            \n",
        "
\n"
       ],
       "text/plain": [
-       "\u001b[2;36m10:27:55 Eastern Daylight Time\u001b[0m\u001b[2;36m \u001b[0mMaximum FlexCredit cost: \u001b[1;36m0.104\u001b[0m. Minimum cost     \n",
-       "\u001b[2;36m                               \u001b[0mdepends on task execution details. Use           \n",
-       "\u001b[2;36m                               \u001b[0m\u001b[32m'web.real_cost\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m to get the billed       \n",
-       "\u001b[2;36m                               \u001b[0mFlexCredit cost after a simulation run.          \n"
+       "\u001b[2;36m11:20:45 EDT\u001b[0m\u001b[2;36m \u001b[0mMaximum FlexCredit cost: \u001b[1;36m0.104\u001b[0m. Minimum cost depends on task       \n",
+       "\u001b[2;36m             \u001b[0mexecution details. Use \u001b[32m'web.real_cost\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m to get the billed  \n",
+       "\u001b[2;36m             \u001b[0mFlexCredit cost after a simulation run.                            \n"
       ]
      },
      "metadata": {},
@@ -480,11 +476,30 @@
     {
      "data": {
       "text/html": [
-       "
10:27:56 Eastern Daylight Time status = success                                 \n",
+       "
11:20:46 EDT status = queued                                                    \n",
        "
\n"
       ],
       "text/plain": [
-       "\u001b[2;36m10:27:56 Eastern Daylight Time\u001b[0m\u001b[2;36m \u001b[0mstatus = success                                 \n"
+       "\u001b[2;36m11:20:46 EDT\u001b[0m\u001b[2;36m \u001b[0mstatus = queued                                                    \n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
             To cancel the simulation, use 'web.abort(task_id)' or              \n",
+       "             'web.delete(task_id)' or abort/delete the task in the web UI.      \n",
+       "             Terminating the Python script will not stop the job running on the \n",
+       "             cloud.                                                             \n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[2;36m            \u001b[0m\u001b[2;36m \u001b[0mTo cancel the simulation, use \u001b[32m'web.abort\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m or              \n",
+       "\u001b[2;36m             \u001b[0m\u001b[32m'web.delete\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m or abort/delete the task in the web UI.      \n",
+       "\u001b[2;36m             \u001b[0mTerminating the Python script will not stop the job running on the \n",
+       "\u001b[2;36m             \u001b[0mcloud.                                                             \n"
       ]
      },
      "metadata": {},
@@ -493,7 +508,7 @@
     {
      "data": {
       "application/vnd.jupyter.widget-view+json": {
-       "model_id": "f1ad7939f78743aca0d017313191eb08",
+       "model_id": "3be76d3b7d2f4025991abba282d8db0d",
        "version_major": 2,
        "version_minor": 0
       },
@@ -504,6 +519,19 @@
      "metadata": {},
      "output_type": "display_data"
     },
+    {
+     "data": {
+      "text/html": [
+       "
11:20:58 EDT status = preprocess                                                \n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[2;36m11:20:58 EDT\u001b[0m\u001b[2;36m \u001b[0mstatus = preprocess                                                \n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
     {
      "data": {
       "text/html": [
@@ -517,11 +545,165 @@
     {
      "data": {
       "text/html": [
-       "
10:27:57 Eastern Daylight Time loading simulation from data/sim_data.hdf5       \n",
+       "
11:21:02 EDT starting up solver                                                 \n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[2;36m11:21:02 EDT\u001b[0m\u001b[2;36m \u001b[0mstarting up solver                                                 \n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
             running solver                                                     \n",
        "
\n"
       ],
       "text/plain": [
-       "\u001b[2;36m10:27:57 Eastern Daylight Time\u001b[0m\u001b[2;36m \u001b[0mloading simulation from data/sim_data.hdf5       \n"
+       "\u001b[2;36m            \u001b[0m\u001b[2;36m \u001b[0mrunning solver                                                     \n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "98ca00ee1548443a8fee92503e83a80b",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "Output()"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
11:21:10 EDT early shutoff detected at 28%, exiting.                            \n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[2;36m11:21:10 EDT\u001b[0m\u001b[2;36m \u001b[0mearly shutoff detected at \u001b[1;36m28\u001b[0m%, exiting.                            \n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
             status = postprocess                                               \n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[2;36m            \u001b[0m\u001b[2;36m \u001b[0mstatus = postprocess                                               \n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "36d14cc0347443adbd6eb4dd5a063739",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "Output()"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
11:21:13 EDT status = success                                                   \n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[2;36m11:21:13 EDT\u001b[0m\u001b[2;36m \u001b[0mstatus = success                                                   \n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
11:21:15 EDT View simulation result at                                          \n",
+       "             'https://tidy3d.simulation.cloud/workbench?taskId=fdve-9845de83-abe\n",
+       "             b-4625-a73f-77dab9b2052e'.                                         \n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[2;36m11:21:15 EDT\u001b[0m\u001b[2;36m \u001b[0mView simulation result at                                          \n",
+       "\u001b[2;36m             \u001b[0m\u001b]8;id=909758;https://tidy3d.simulation.cloud/workbench?taskId=fdve-9845de83-abeb-4625-a73f-77dab9b2052e\u001b\\\u001b[4;34m'https://tidy3d.simulation.cloud/workbench?\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=390110;https://tidy3d.simulation.cloud/workbench?taskId=fdve-9845de83-abeb-4625-a73f-77dab9b2052e\u001b\\\u001b[4;34mtaskId\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=909758;https://tidy3d.simulation.cloud/workbench?taskId=fdve-9845de83-abeb-4625-a73f-77dab9b2052e\u001b\\\u001b[4;34m=\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=156158;https://tidy3d.simulation.cloud/workbench?taskId=fdve-9845de83-abeb-4625-a73f-77dab9b2052e\u001b\\\u001b[4;34mfdve\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=909758;https://tidy3d.simulation.cloud/workbench?taskId=fdve-9845de83-abeb-4625-a73f-77dab9b2052e\u001b\\\u001b[4;34m-9845de83-abe\u001b[0m\u001b]8;;\u001b\\\n",
+       "\u001b[2;36m             \u001b[0m\u001b]8;id=909758;https://tidy3d.simulation.cloud/workbench?taskId=fdve-9845de83-abeb-4625-a73f-77dab9b2052e\u001b\\\u001b[4;34mb-4625-a73f-77dab9b2052e'\u001b[0m\u001b]8;;\u001b\\\u001b[4;34m.\u001b[0m                                         \n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "6bbfd2be4e46489195276ffd3d07e7b7",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "Output()"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
             loading simulation from data/sim_data.hdf5                         \n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[2;36m            \u001b[0m\u001b[2;36m \u001b[0mloading simulation from data/sim_data.hdf5                         \n"
       ]
      },
      "metadata": {},
@@ -550,14 +732,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 32,
    "metadata": {
     "tags": []
    },
    "outputs": [
     {
      "data": {
-      "image/png": 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",
+      "image/png": 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",
       "text/plain": [
        "
"
       ]
@@ -584,7 +766,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 26,
    "metadata": {
     "tags": []
    },
@@ -592,15 +774,84 @@
     {
      "data": {
       "text/html": [
-       "
                               Created task 'docs_dispersion_norm' with task_id \n",
-       "                               'fdve-0eb95b51-1792-4d79-8760-9bf898e2e855' and  \n",
-       "                               task_type 'FDTD'.                                \n",
+       "
11:21:16 EDT Created task 'docs_dispersion_norm' with task_id                   \n",
+       "             'fdve-ab02b48b-2adf-4a0a-b15f-d4b36e292654' and task_type 'FDTD'.  \n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[2;36m11:21:16 EDT\u001b[0m\u001b[2;36m \u001b[0mCreated task \u001b[32m'docs_dispersion_norm'\u001b[0m with task_id                   \n",
+       "\u001b[2;36m             \u001b[0m\u001b[32m'fdve-ab02b48b-2adf-4a0a-b15f-d4b36e292654'\u001b[0m and task_type \u001b[32m'FDTD'\u001b[0m.  \n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
             View task using web UI at                                          \n",
+       "             'https://tidy3d.simulation.cloud/workbench?taskId=fdve-ab02b48b-2ad\n",
+       "             f-4a0a-b15f-d4b36e292654'.                                         \n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[2;36m            \u001b[0m\u001b[2;36m \u001b[0mView task using web UI at                                          \n",
+       "\u001b[2;36m             \u001b[0m\u001b]8;id=628135;https://tidy3d.simulation.cloud/workbench?taskId=fdve-ab02b48b-2adf-4a0a-b15f-d4b36e292654\u001b\\\u001b[32m'https://tidy3d.simulation.cloud/workbench?\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=393233;https://tidy3d.simulation.cloud/workbench?taskId=fdve-ab02b48b-2adf-4a0a-b15f-d4b36e292654\u001b\\\u001b[32mtaskId\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=628135;https://tidy3d.simulation.cloud/workbench?taskId=fdve-ab02b48b-2adf-4a0a-b15f-d4b36e292654\u001b\\\u001b[32m=\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=331341;https://tidy3d.simulation.cloud/workbench?taskId=fdve-ab02b48b-2adf-4a0a-b15f-d4b36e292654\u001b\\\u001b[32mfdve\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=628135;https://tidy3d.simulation.cloud/workbench?taskId=fdve-ab02b48b-2adf-4a0a-b15f-d4b36e292654\u001b\\\u001b[32m-ab02b48b-2ad\u001b[0m\u001b]8;;\u001b\\\n",
+       "\u001b[2;36m             \u001b[0m\u001b]8;id=628135;https://tidy3d.simulation.cloud/workbench?taskId=fdve-ab02b48b-2adf-4a0a-b15f-d4b36e292654\u001b\\\u001b[32mf-4a0a-b15f-d4b36e292654'\u001b[0m\u001b]8;;\u001b\\.                                         \n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
             Task folder: 'default'.                                            \n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[2;36m            \u001b[0m\u001b[2;36m \u001b[0mTask folder: \u001b]8;id=892814;https://tidy3d.simulation.cloud/folders/folder-f7b925a9-b2c3-4519-8f36-17122860e556\u001b\\\u001b[32m'default'\u001b[0m\u001b]8;;\u001b\\.                                            \n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "39fc85d0d3134366ae5ee6118548a4c9",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "Output()"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
11:21:17 EDT Maximum FlexCredit cost: 0.025. Minimum cost depends on task       \n",
+       "             execution details. Use 'web.real_cost(task_id)' to get the billed  \n",
+       "             FlexCredit cost after a simulation run.                            \n",
        "
\n"
       ],
       "text/plain": [
-       "\u001b[2;36m                              \u001b[0m\u001b[2;36m \u001b[0mCreated task \u001b[32m'docs_dispersion_norm'\u001b[0m with task_id \n",
-       "\u001b[2;36m                               \u001b[0m\u001b[32m'fdve-0eb95b51-1792-4d79-8760-9bf898e2e855'\u001b[0m and  \n",
-       "\u001b[2;36m                               \u001b[0mtask_type \u001b[32m'FDTD'\u001b[0m.                                \n"
+       "\u001b[2;36m11:21:17 EDT\u001b[0m\u001b[2;36m \u001b[0mMaximum FlexCredit cost: \u001b[1;36m0.025\u001b[0m. Minimum cost depends on task       \n",
+       "\u001b[2;36m             \u001b[0mexecution details. Use \u001b[32m'web.real_cost\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m to get the billed  \n",
+       "\u001b[2;36m             \u001b[0mFlexCredit cost after a simulation run.                            \n"
       ]
      },
      "metadata": {},
@@ -609,15 +860,11 @@
     {
      "data": {
       "text/html": [
-       "
                               View task using web UI at                        \n",
-       "                               'https://tidy3d.simulation.cloud/workbench?taskId\n",
-       "                               =fdve-0eb95b51-1792-4d79-8760-9bf898e2e855'.     \n",
+       "
11:21:18 EDT status = queued                                                    \n",
        "
\n"
       ],
       "text/plain": [
-       "\u001b[2;36m                              \u001b[0m\u001b[2;36m \u001b[0mView task using web UI at                        \n",
-       "\u001b[2;36m                               \u001b[0m\u001b]8;id=447744;https://tidy3d.simulation.cloud/workbench?taskId=fdve-0eb95b51-1792-4d79-8760-9bf898e2e855\u001b\\\u001b[32m'https://tidy3d.simulation.cloud/workbench?\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=358008;https://tidy3d.simulation.cloud/workbench?taskId=fdve-0eb95b51-1792-4d79-8760-9bf898e2e855\u001b\\\u001b[32mtaskId\u001b[0m\u001b]8;;\u001b\\\n",
-       "\u001b[2;36m                               \u001b[0m\u001b]8;id=447744;https://tidy3d.simulation.cloud/workbench?taskId=fdve-0eb95b51-1792-4d79-8760-9bf898e2e855\u001b\\\u001b[32m=\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=996562;https://tidy3d.simulation.cloud/workbench?taskId=fdve-0eb95b51-1792-4d79-8760-9bf898e2e855\u001b\\\u001b[32mfdve\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=447744;https://tidy3d.simulation.cloud/workbench?taskId=fdve-0eb95b51-1792-4d79-8760-9bf898e2e855\u001b\\\u001b[32m-0eb95b51-1792-4d79-8760-9bf898e2e855'\u001b[0m\u001b]8;;\u001b\\.     \n"
+       "\u001b[2;36m11:21:18 EDT\u001b[0m\u001b[2;36m \u001b[0mstatus = queued                                                    \n"
       ]
      },
      "metadata": {},
@@ -626,11 +873,17 @@
     {
      "data": {
       "text/html": [
-       "
                               Task folder: 'default'.                          \n",
+       "
             To cancel the simulation, use 'web.abort(task_id)' or              \n",
+       "             'web.delete(task_id)' or abort/delete the task in the web UI.      \n",
+       "             Terminating the Python script will not stop the job running on the \n",
+       "             cloud.                                                             \n",
        "
\n"
       ],
       "text/plain": [
-       "\u001b[2;36m                              \u001b[0m\u001b[2;36m \u001b[0mTask folder: \u001b]8;id=485531;https://tidy3d.simulation.cloud/folders/639eb096-a602-4b56-a502-cac1f18f9557\u001b\\\u001b[32m'default'\u001b[0m\u001b]8;;\u001b\\.                          \n"
+       "\u001b[2;36m            \u001b[0m\u001b[2;36m \u001b[0mTo cancel the simulation, use \u001b[32m'web.abort\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m or              \n",
+       "\u001b[2;36m             \u001b[0m\u001b[32m'web.delete\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m or abort/delete the task in the web UI.      \n",
+       "\u001b[2;36m             \u001b[0mTerminating the Python script will not stop the job running on the \n",
+       "\u001b[2;36m             \u001b[0mcloud.                                                             \n"
       ]
      },
      "metadata": {},
@@ -639,7 +892,7 @@
     {
      "data": {
       "application/vnd.jupyter.widget-view+json": {
-       "model_id": "bfa212230367446385d64d2c3c73ac1d",
+       "model_id": "1f72938720ce4747bcd6ed894b671fea",
        "version_major": 2,
        "version_minor": 0
       },
@@ -663,17 +916,11 @@
     {
      "data": {
       "text/html": [
-       "
10:27:58 Eastern Daylight Time Maximum FlexCredit cost: 0.025. Minimum cost     \n",
-       "                               depends on task execution details. Use           \n",
-       "                               'web.real_cost(task_id)' to get the billed       \n",
-       "                               FlexCredit cost after a simulation run.          \n",
+       "
13:00:39 EDT starting up solver                                                 \n",
        "
\n"
       ],
       "text/plain": [
-       "\u001b[2;36m10:27:58 Eastern Daylight Time\u001b[0m\u001b[2;36m \u001b[0mMaximum FlexCredit cost: \u001b[1;36m0.025\u001b[0m. Minimum cost     \n",
-       "\u001b[2;36m                               \u001b[0mdepends on task execution details. Use           \n",
-       "\u001b[2;36m                               \u001b[0m\u001b[32m'web.real_cost\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m to get the billed       \n",
-       "\u001b[2;36m                               \u001b[0mFlexCredit cost after a simulation run.          \n"
+       "\u001b[2;36m13:00:39 EDT\u001b[0m\u001b[2;36m \u001b[0mstarting up solver                                                 \n"
       ]
      },
      "metadata": {},
@@ -682,11 +929,11 @@
     {
      "data": {
       "text/html": [
-       "
10:27:59 Eastern Daylight Time status = success                                 \n",
+       "
             running solver                                                     \n",
        "
\n"
       ],
       "text/plain": [
-       "\u001b[2;36m10:27:59 Eastern Daylight Time\u001b[0m\u001b[2;36m \u001b[0mstatus = success                                 \n"
+       "\u001b[2;36m            \u001b[0m\u001b[2;36m \u001b[0mrunning solver                                                     \n"
       ]
      },
      "metadata": {},
@@ -695,7 +942,7 @@
     {
      "data": {
       "application/vnd.jupyter.widget-view+json": {
-       "model_id": "7a9e185fc37a444690296b49f305b862",
+       "model_id": "b33b40b07e3744bf959ade5b002fc500",
        "version_major": 2,
        "version_minor": 0
       },
@@ -706,6 +953,19 @@
      "metadata": {},
      "output_type": "display_data"
     },
+    {
+     "data": {
+      "text/html": [
+       "
13:00:40 EDT early shutoff detected at 16%, exiting.                            \n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[2;36m13:00:40 EDT\u001b[0m\u001b[2;36m \u001b[0mearly shutoff detected at \u001b[1;36m16\u001b[0m%, exiting.                            \n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
     {
      "data": {
       "text/html": [
@@ -719,11 +979,75 @@
     {
      "data": {
       "text/html": [
-       "
10:28:00 Eastern Daylight Time loading simulation from data/sim_data.hdf5       \n",
+       "
             status = success                                                   \n",
        "
\n"
       ],
       "text/plain": [
-       "\u001b[2;36m10:28:00 Eastern Daylight Time\u001b[0m\u001b[2;36m \u001b[0mloading simulation from data/sim_data.hdf5       \n"
+       "\u001b[2;36m            \u001b[0m\u001b[2;36m \u001b[0mstatus = success                                                   \n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
             View simulation result at                                          \n",
+       "             'https://tidy3d.simulation.cloud/workbench?taskId=fdve-ab02b48b-2ad\n",
+       "             f-4a0a-b15f-d4b36e292654'.                                         \n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[2;36m            \u001b[0m\u001b[2;36m \u001b[0mView simulation result at                                          \n",
+       "\u001b[2;36m             \u001b[0m\u001b]8;id=11428;https://tidy3d.simulation.cloud/workbench?taskId=fdve-ab02b48b-2adf-4a0a-b15f-d4b36e292654\u001b\\\u001b[4;34m'https://tidy3d.simulation.cloud/workbench?\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=583892;https://tidy3d.simulation.cloud/workbench?taskId=fdve-ab02b48b-2adf-4a0a-b15f-d4b36e292654\u001b\\\u001b[4;34mtaskId\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=11428;https://tidy3d.simulation.cloud/workbench?taskId=fdve-ab02b48b-2adf-4a0a-b15f-d4b36e292654\u001b\\\u001b[4;34m=\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=962508;https://tidy3d.simulation.cloud/workbench?taskId=fdve-ab02b48b-2adf-4a0a-b15f-d4b36e292654\u001b\\\u001b[4;34mfdve\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=11428;https://tidy3d.simulation.cloud/workbench?taskId=fdve-ab02b48b-2adf-4a0a-b15f-d4b36e292654\u001b\\\u001b[4;34m-ab02b48b-2ad\u001b[0m\u001b]8;;\u001b\\\n",
+       "\u001b[2;36m             \u001b[0m\u001b]8;id=11428;https://tidy3d.simulation.cloud/workbench?taskId=fdve-ab02b48b-2adf-4a0a-b15f-d4b36e292654\u001b\\\u001b[4;34mf-4a0a-b15f-d4b36e292654'\u001b[0m\u001b]8;;\u001b\\\u001b[4;34m.\u001b[0m                                         \n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "cbaa062d843b4c96a88ec4a0f5cc77a6",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "Output()"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
\n"
+      ],
+      "text/plain": []
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
13:00:41 EDT loading simulation from data/sim_data.hdf5                         \n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[2;36m13:00:41 EDT\u001b[0m\u001b[2;36m \u001b[0mloading simulation from data/sim_data.hdf5                         \n"
       ]
      },
      "metadata": {},
@@ -744,14 +1068,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": 33,
    "metadata": {
     "tags": []
    },
    "outputs": [
     {
      "data": {
-      "image/png": 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",
+      "image/png": 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",
       "text/plain": [
        "
"
       ]
@@ -788,7 +1112,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 16,
+   "execution_count": 28,
    "metadata": {
     "tags": []
    },
@@ -800,7 +1124,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": 35,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -808,10 +1132,10 @@
     "d_list = [np.inf] + t_slabs + [np.inf]\n",
     "\n",
     "# convert the complex permittivities at each frequency to refractive indices\n",
-    "n_list1 = np.sqrt(mat1.eps_model(monitor_freqs))\n",
-    "n_list2 = np.sqrt(mat2.eps_model(monitor_freqs))\n",
-    "n_list3 = np.sqrt(mat3.eps_model(monitor_freqs))\n",
-    "n_list4 = np.sqrt(mat4.eps_model(monitor_freqs))\n",
+    "n_list1 = np.sqrt(mat1.eps_model(freq_range.freqs(num_points=Nfreq)))\n",
+    "n_list2 = np.sqrt(mat2.eps_model(freq_range.freqs(num_points=Nfreq)))\n",
+    "n_list3 = np.sqrt(mat3.eps_model(freq_range.freqs(num_points=Nfreq)))\n",
+    "n_list4 = np.sqrt(mat4.eps_model(freq_range.freqs(num_points=Nfreq)))\n",
     "\n",
     "# loop through wavelength and record TMM computed transmission\n",
     "transmission_tmm = []\n",
@@ -826,14 +1150,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 18,
+   "execution_count": 36,
    "metadata": {
     "tags": []
    },
    "outputs": [
     {
      "data": {
-      "image/png": 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",
+      "image/png": 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",
       "text/plain": [
        "
"
       ]
@@ -865,7 +1189,7 @@
   "feature_imag": "",
   "feature_image": "N/A",
   "kernelspec": {
-   "display_name": "Python 3 (ipykernel)",
+   "display_name": "test_examp_env",
    "language": "python",
    "name": "python3"
   },
@@ -880,7 +1204,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.11.0"
+   "version": "3.11.13"
   },
   "title": "Modeling Dispersive Materials in Tidy3D | Flexcompute",
   "widgets": {
diff --git a/Simulation.ipynb b/Simulation.ipynb
index ce105fa6..086454c3 100644
--- a/Simulation.ipynb
+++ b/Simulation.ipynb
@@ -37,7 +37,9 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "First, we initialize some general simulation parameters. We note that the PML layers extend **beyond** the simulation domain, making the total simulation size larger - as opposed to some solvers in which the PML is covering part of the user-defined simulation domain."
+    "We begin by initializing general simulation parameters. To streamline the setup and management of frequency-related values, we use the convenience class [FreqRange](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.FreqRange.html). \n",
+    "\n",
+    "Note that the perfectly matched layer (PML) regions extend **outside** the user-defined simulation domain. As a result, the total computational domain is larger than the specified simulation region—unlike in some solvers where the PML occupies a portion of the domain itself."
    ]
   },
   {
@@ -61,6 +63,9 @@
     "freq0 = 2e14\n",
     "fwidth = 1e13\n",
     "\n",
+    "# set frequency range\n",
+    "freq_range = td.FreqRange(freq0=freq0, fwidth=fwidth)\n",
+    "\n",
     "# apply a PML in all directions\n",
     "boundary_spec = td.BoundarySpec.all_sides(boundary=td.PML())"
    ]
@@ -119,7 +124,7 @@
     "material1 = td.Medium(permittivity=6.0)\n",
     "\n",
     "# Lossy dielectric defined from the real and imaginary part of the refractive index\n",
-    "material2 = td.Medium.from_nk(n=1.5, k=0.0, freq=freq0)\n",
+    "material2 = td.Medium.from_nk(n=1.5, k=0.0, freq=freq_range.freq0)\n",
     "# material2 = td.Medium(permittivity=2.)\n",
     "\n",
     "\n",
@@ -151,7 +156,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 5,
    "metadata": {
     "execution": {
      "iopub.execute_input": "2023-08-18T23:43:59.627202Z",
@@ -167,7 +172,7 @@
     "    center=(0, 0, 1.5),\n",
     "    direction=\"-\",\n",
     "    size=(td.inf, td.inf, 0),\n",
-    "    source_time=td.GaussianPulse(freq0=freq0, fwidth=fwidth),\n",
+    "    source_time=freq_range.to_gaussian_pulse(),\n",
     "    pol_angle=np.pi / 2,\n",
     ")"
    ]
@@ -189,7 +194,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 6,
    "metadata": {
     "execution": {
      "iopub.execute_input": "2023-08-18T23:43:59.648156Z",
@@ -205,8 +210,12 @@
     "time_mnt = td.FieldTimeMonitor(center=[0, 0, 0], size=[0, 0, 0], interval=5, name=\"field_time\")\n",
     "\n",
     "# measure the steady state fields at central frequency in the xy plane and the xz plane.\n",
-    "freq_mnt1 = td.FieldMonitor(center=[0, 0, -1], size=[20, 20, 0], freqs=[freq0], name=\"field1\")\n",
-    "freq_mnt2 = td.FieldMonitor(center=[0, 0, 0], size=[20, 0, 20], freqs=[freq0], name=\"field2\")"
+    "freq_mnt1 = td.FieldMonitor(\n",
+    "    center=[0, 0, -1], size=[20, 20, 0], freqs=freq_range.freqs(num_points=1), name=\"field1\"\n",
+    ")\n",
+    "freq_mnt2 = td.FieldMonitor(\n",
+    "    center=[0, 0, 0], size=[20, 0, 20], freqs=freq_range.freqs(num_points=1), name=\"field2\"\n",
+    ")"
    ]
   },
   {
@@ -220,7 +229,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 7,
    "metadata": {
     "execution": {
      "iopub.execute_input": "2023-08-18T23:43:59.848448Z",
@@ -253,7 +262,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 8,
    "metadata": {
     "execution": {
      "iopub.execute_input": "2023-08-18T23:43:59.874091Z",
@@ -267,95 +276,101 @@
     {
      "data": {
       "text/html": [
-       "
╭───────────── <class 'tidy3d.components.monitor.FieldTimeMonitor'> ─────────────╮\n",
-       "│ :class:`Monitor` that records electromagnetic fields in the time domain.       │\n",
-       "│                                                                                │\n",
-       "│ ╭────────────────────────────────────────────────────────────────────────────╮ │\n",
-       "│ │ FieldTimeMonitor(                                                          │ │\n",
-       "│ │ │   type='FieldTimeMonitor',                                               │ │\n",
-       "│ │ │   center=(0.0, 0.0, 0.0),                                                │ │\n",
-       "│ │ │   size=(0.0, 0.0, 0.0),                                                  │ │\n",
-       "│ │ │   name='field_time',                                                     │ │\n",
-       "│ │ │   interval_space=(1, 1, 1),                                              │ │\n",
-       "│ │ │   colocate=True,                                                         │ │\n",
-       "│ │ │   start=0.0,                                                             │ │\n",
-       "│ │ │   stop=None,                                                             │ │\n",
-       "│ │ │   interval=5,                                                            │ │\n",
-       "│ │ │   fields=('Ex', 'Ey', 'Ez', 'Hx', 'Hy', 'Hz')                            │ │\n",
-       "│ │ )                                                                          │ │\n",
-       "│ ╰────────────────────────────────────────────────────────────────────────────╯ │\n",
-       "│                                                                                │\n",
-       "│   bounding_box = Box(type='Box', center=(0.0, 0.0, 0.0), size=(0.0, 0.0, 0.0)) │\n",
-       "│         bounds = ((0.0, 0.0, 0.0), (0.0, 0.0, 0.0))                            │\n",
-       "│         center = (0.0, 0.0, 0.0)                                               │\n",
-       "│       colocate = True                                                          │\n",
-       "│         fields = ('Ex', 'Ey', 'Ez', 'Hx', 'Hy', 'Hz')                          │\n",
-       "│       geometry = Box(type='Box', center=(0.0, 0.0, 0.0), size=(0.0, 0.0, 0.0)) │\n",
-       "│       interval = 5                                                             │\n",
-       "│ interval_space = (1, 1, 1)                                                     │\n",
-       "│           name = 'field_time'                                                  │\n",
-       "│    plot_params = PlotParams(                                                   │\n",
-       "│                      alpha=0.4,                                                │\n",
-       "│                      edgecolor='orange',                                       │\n",
-       "│                      facecolor='orange',                                       │\n",
-       "│                      fill=True,                                                │\n",
-       "│                      hatch=None,                                               │\n",
-       "│                      zorder=None,                                              │\n",
-       "│                      linewidth=3.0,                                            │\n",
-       "│                      type='PlotParams'                                         │\n",
-       "│                  )                                                             │\n",
-       "│           size = (0.0, 0.0, 0.0)                                               │\n",
-       "│          start = 0.0                                                           │\n",
-       "│           stop = None                                                          │\n",
-       "│           type = 'FieldTimeMonitor'                                            │\n",
-       "│      zero_dims = [0, 1, 2]                                                     │\n",
-       "╰────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
╭────────────────── <class 'tidy3d.components.monitor.FieldTimeMonitor'> ──────────────────╮\n",
+       "│ :class:`Monitor` that records electromagnetic fields in the time domain.                 │\n",
+       "│                                                                                          │\n",
+       "│ ╭──────────────────────────────────────────────────────────────────────────────────────╮ │\n",
+       "│ │ FieldTimeMonitor(                                                                    │ │\n",
+       "│ │ │   attrs={},                                                                        │ │\n",
+       "│ │ │   type='FieldTimeMonitor',                                                         │ │\n",
+       "│ │ │   center=(0.0, 0.0, 0.0),                                                          │ │\n",
+       "│ │ │   size=(0.0, 0.0, 0.0),                                                            │ │\n",
+       "│ │ │   name='field_time',                                                               │ │\n",
+       "│ │ │   interval_space=(1, 1, 1),                                                        │ │\n",
+       "│ │ │   colocate=True,                                                                   │ │\n",
+       "│ │ │   start=0.0,                                                                       │ │\n",
+       "│ │ │   stop=None,                                                                       │ │\n",
+       "│ │ │   interval=5,                                                                      │ │\n",
+       "│ │ │   fields=('Ex', 'Ey', 'Ez', 'Hx', 'Hy', 'Hz')                                      │ │\n",
+       "│ │ )                                                                                    │ │\n",
+       "│ ╰──────────────────────────────────────────────────────────────────────────────────────╯ │\n",
+       "│                                                                                          │\n",
+       "│          attrs = {}                                                                      │\n",
+       "│   bounding_box = Box(attrs={}, type='Box', center=(0.0, 0.0, 0.0), size=(0.0, 0.0, 0.0)) │\n",
+       "│         bounds = ((0.0, 0.0, 0.0), (0.0, 0.0, 0.0))                                      │\n",
+       "│         center = (0.0, 0.0, 0.0)                                                         │\n",
+       "│       colocate = True                                                                    │\n",
+       "│         fields = ('Ex', 'Ey', 'Ez', 'Hx', 'Hy', 'Hz')                                    │\n",
+       "│       geometry = Box(attrs={}, type='Box', center=(0.0, 0.0, 0.0), size=(0.0, 0.0, 0.0)) │\n",
+       "│       interval = 5                                                                       │\n",
+       "│ interval_space = (1, 1, 1)                                                               │\n",
+       "│           name = 'field_time'                                                            │\n",
+       "│    plot_params = PlotParams(                                                             │\n",
+       "│                      attrs={},                                                           │\n",
+       "│                      alpha=0.4,                                                          │\n",
+       "│                      zorder=None,                                                        │\n",
+       "│                      type='PlotParams',                                                  │\n",
+       "│                      edgecolor='orange',                                                 │\n",
+       "│                      facecolor='orange',                                                 │\n",
+       "│                      fill=True,                                                          │\n",
+       "│                      hatch=None,                                                         │\n",
+       "│                      linewidth=3.0                                                       │\n",
+       "│                  )                                                                       │\n",
+       "│           size = (0.0, 0.0, 0.0)                                                         │\n",
+       "│          start = 0.0                                                                     │\n",
+       "│           stop = None                                                                    │\n",
+       "│           type = 'FieldTimeMonitor'                                                      │\n",
+       "│      zero_dims = [0, 1, 2]                                                               │\n",
+       "╰──────────────────────────────────────────────────────────────────────────────────────────╯\n",
        "
\n"
       ],
       "text/plain": [
-       "\u001b[34m╭─\u001b[0m\u001b[34m──────────── \u001b[0m\u001b[1;34m<\u001b[0m\u001b[1;95mclass\u001b[0m\u001b[39m \u001b[0m\u001b[32m'tidy3d.components.monitor.FieldTimeMonitor'\u001b[0m\u001b[1;34m>\u001b[0m\u001b[34m ────────────\u001b[0m\u001b[34m─╮\u001b[0m\n",
-       "\u001b[34m│\u001b[0m \u001b[36m:class:`Monitor` that records electromagnetic fields in the time domain.\u001b[0m       \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m                                                                                \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m \u001b[32m╭────────────────────────────────────────────────────────────────────────────╮\u001b[0m \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[1;35mFieldTimeMonitor\u001b[0m\u001b[1m(\u001b[0m                                                          \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│   \u001b[0m\u001b[33mtype\u001b[0m=\u001b[32m'FieldTimeMonitor'\u001b[0m,                                               \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│   \u001b[0m\u001b[33mcenter\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m\u001b[1m)\u001b[0m,                                                \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│   \u001b[0m\u001b[33msize\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m\u001b[1m)\u001b[0m,                                                  \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│   \u001b[0m\u001b[33mname\u001b[0m=\u001b[32m'field_time'\u001b[0m,                                                     \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│   \u001b[0m\u001b[33minterval_space\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m1\u001b[0m, \u001b[1;36m1\u001b[0m, \u001b[1;36m1\u001b[0m\u001b[1m)\u001b[0m,                                              \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│   \u001b[0m\u001b[33mcolocate\u001b[0m=\u001b[3;92mTrue\u001b[0m,                                                         \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│   \u001b[0m\u001b[33mstart\u001b[0m=\u001b[1;36m0\u001b[0m\u001b[1;36m.0\u001b[0m,                                                             \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│   \u001b[0m\u001b[33mstop\u001b[0m=\u001b[3;35mNone\u001b[0m,                                                             \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│   \u001b[0m\u001b[33minterval\u001b[0m=\u001b[1;36m5\u001b[0m,                                                            \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│   \u001b[0m\u001b[33mfields\u001b[0m=\u001b[1m(\u001b[0m\u001b[32m'Ex'\u001b[0m, \u001b[32m'Ey'\u001b[0m, \u001b[32m'Ez'\u001b[0m, \u001b[32m'Hx'\u001b[0m, \u001b[32m'Hy'\u001b[0m, \u001b[32m'Hz'\u001b[0m\u001b[1m)\u001b[0m                            \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[1m)\u001b[0m                                                                          \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m \u001b[32m╰────────────────────────────────────────────────────────────────────────────╯\u001b[0m \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m                                                                                \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m   \u001b[3;33mbounding_box\u001b[0m = \u001b[1;35mBox\u001b[0m\u001b[1m(\u001b[0m\u001b[33mtype\u001b[0m=\u001b[32m'Box'\u001b[0m, \u001b[33mcenter\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m\u001b[1m)\u001b[0m, \u001b[33msize\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m\u001b[1m)\u001b[0m\u001b[1m)\u001b[0m \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m         \u001b[3;33mbounds\u001b[0m = \u001b[1m(\u001b[0m\u001b[1m(\u001b[0m\u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m\u001b[1m)\u001b[0m, \u001b[1m(\u001b[0m\u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m\u001b[1m)\u001b[0m\u001b[1m)\u001b[0m                            \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m         \u001b[3;33mcenter\u001b[0m = \u001b[1m(\u001b[0m\u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m\u001b[1m)\u001b[0m                                               \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m       \u001b[3;33mcolocate\u001b[0m = \u001b[3;92mTrue\u001b[0m                                                          \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m         \u001b[3;33mfields\u001b[0m = \u001b[1m(\u001b[0m\u001b[32m'Ex'\u001b[0m, \u001b[32m'Ey'\u001b[0m, \u001b[32m'Ez'\u001b[0m, \u001b[32m'Hx'\u001b[0m, \u001b[32m'Hy'\u001b[0m, \u001b[32m'Hz'\u001b[0m\u001b[1m)\u001b[0m                          \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m       \u001b[3;33mgeometry\u001b[0m = \u001b[1;35mBox\u001b[0m\u001b[1m(\u001b[0m\u001b[33mtype\u001b[0m=\u001b[32m'Box'\u001b[0m, \u001b[33mcenter\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m\u001b[1m)\u001b[0m, \u001b[33msize\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m\u001b[1m)\u001b[0m\u001b[1m)\u001b[0m \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m       \u001b[3;33minterval\u001b[0m = \u001b[1;36m5\u001b[0m                                                             \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m \u001b[3;33minterval_space\u001b[0m = \u001b[1m(\u001b[0m\u001b[1;36m1\u001b[0m, \u001b[1;36m1\u001b[0m, \u001b[1;36m1\u001b[0m\u001b[1m)\u001b[0m                                                     \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m           \u001b[3;33mname\u001b[0m = \u001b[32m'field_time'\u001b[0m                                                  \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m    \u001b[3;33mplot_params\u001b[0m = \u001b[1;35mPlotParams\u001b[0m\u001b[1m(\u001b[0m                                                   \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m                      \u001b[33malpha\u001b[0m=\u001b[1;36m0\u001b[0m\u001b[1;36m.4\u001b[0m,                                                \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m                      \u001b[33medgecolor\u001b[0m=\u001b[32m'orange'\u001b[0m,                                       \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m                      \u001b[33mfacecolor\u001b[0m=\u001b[32m'orange'\u001b[0m,                                       \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m                      \u001b[33mfill\u001b[0m=\u001b[3;92mTrue\u001b[0m,                                                \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m                      \u001b[33mhatch\u001b[0m=\u001b[3;35mNone\u001b[0m,                                               \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m                      \u001b[33mzorder\u001b[0m=\u001b[3;35mNone\u001b[0m,                                              \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m                      \u001b[33mlinewidth\u001b[0m=\u001b[1;36m3\u001b[0m\u001b[1;36m.0\u001b[0m,                                            \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m                      \u001b[33mtype\u001b[0m=\u001b[32m'PlotParams'\u001b[0m                                         \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m                  \u001b[1m)\u001b[0m                                                             \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m           \u001b[3;33msize\u001b[0m = \u001b[1m(\u001b[0m\u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m\u001b[1m)\u001b[0m                                               \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m          \u001b[3;33mstart\u001b[0m = \u001b[1;36m0.0\u001b[0m                                                           \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m           \u001b[3;33mstop\u001b[0m = \u001b[3;35mNone\u001b[0m                                                          \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m           \u001b[3;33mtype\u001b[0m = \u001b[32m'FieldTimeMonitor'\u001b[0m                                            \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m      \u001b[3;33mzero_dims\u001b[0m = \u001b[1m[\u001b[0m\u001b[1;36m0\u001b[0m, \u001b[1;36m1\u001b[0m, \u001b[1;36m2\u001b[0m\u001b[1m]\u001b[0m                                                     \u001b[34m│\u001b[0m\n",
-       "\u001b[34m╰────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+       "\u001b[34m╭─\u001b[0m\u001b[34m─────────────────\u001b[0m\u001b[34m \u001b[0m\u001b[1;34m<\u001b[0m\u001b[1;95mclass\u001b[0m\u001b[39m \u001b[0m\u001b[32m'tidy3d.components.monitor.FieldTimeMonitor'\u001b[0m\u001b[1;34m>\u001b[0m\u001b[34m \u001b[0m\u001b[34m─────────────────\u001b[0m\u001b[34m─╮\u001b[0m\n",
+       "\u001b[34m│\u001b[0m \u001b[36m:class:`Monitor` that records electromagnetic fields in the time domain.\u001b[0m                 \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m                                                                                          \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m \u001b[32m╭──────────────────────────────────────────────────────────────────────────────────────╮\u001b[0m \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[1;35mFieldTimeMonitor\u001b[0m\u001b[1m(\u001b[0m                                                                    \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│   \u001b[0m\u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m,                                                                        \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│   \u001b[0m\u001b[33mtype\u001b[0m=\u001b[32m'FieldTimeMonitor'\u001b[0m,                                                         \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│   \u001b[0m\u001b[33mcenter\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m\u001b[1m)\u001b[0m,                                                          \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│   \u001b[0m\u001b[33msize\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m\u001b[1m)\u001b[0m,                                                            \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│   \u001b[0m\u001b[33mname\u001b[0m=\u001b[32m'field_time'\u001b[0m,                                                               \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│   \u001b[0m\u001b[33minterval_space\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m1\u001b[0m, \u001b[1;36m1\u001b[0m, \u001b[1;36m1\u001b[0m\u001b[1m)\u001b[0m,                                                        \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│   \u001b[0m\u001b[33mcolocate\u001b[0m=\u001b[3;92mTrue\u001b[0m,                                                                   \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│   \u001b[0m\u001b[33mstart\u001b[0m=\u001b[1;36m0\u001b[0m\u001b[1;36m.0\u001b[0m,                                                                       \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│   \u001b[0m\u001b[33mstop\u001b[0m=\u001b[3;35mNone\u001b[0m,                                                                       \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│   \u001b[0m\u001b[33minterval\u001b[0m=\u001b[1;36m5\u001b[0m,                                                                      \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│   \u001b[0m\u001b[33mfields\u001b[0m=\u001b[1m(\u001b[0m\u001b[32m'Ex'\u001b[0m, \u001b[32m'Ey'\u001b[0m, \u001b[32m'Ez'\u001b[0m, \u001b[32m'Hx'\u001b[0m, \u001b[32m'Hy'\u001b[0m, \u001b[32m'Hz'\u001b[0m\u001b[1m)\u001b[0m                                      \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[1m)\u001b[0m                                                                                    \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m \u001b[32m╰──────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m                                                                                          \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m          \u001b[3;33mattrs\u001b[0m = \u001b[1m{\u001b[0m\u001b[1m}\u001b[0m                                                                      \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m   \u001b[3;33mbounding_box\u001b[0m = \u001b[1;35mBox\u001b[0m\u001b[1m(\u001b[0m\u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[33mtype\u001b[0m=\u001b[32m'Box'\u001b[0m, \u001b[33mcenter\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m\u001b[1m)\u001b[0m, \u001b[33msize\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m\u001b[1m)\u001b[0m\u001b[1m)\u001b[0m \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m         \u001b[3;33mbounds\u001b[0m = \u001b[1m(\u001b[0m\u001b[1m(\u001b[0m\u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m\u001b[1m)\u001b[0m, \u001b[1m(\u001b[0m\u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m\u001b[1m)\u001b[0m\u001b[1m)\u001b[0m                                      \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m         \u001b[3;33mcenter\u001b[0m = \u001b[1m(\u001b[0m\u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m\u001b[1m)\u001b[0m                                                         \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m       \u001b[3;33mcolocate\u001b[0m = \u001b[3;92mTrue\u001b[0m                                                                    \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m         \u001b[3;33mfields\u001b[0m = \u001b[1m(\u001b[0m\u001b[32m'Ex'\u001b[0m, \u001b[32m'Ey'\u001b[0m, \u001b[32m'Ez'\u001b[0m, \u001b[32m'Hx'\u001b[0m, \u001b[32m'Hy'\u001b[0m, \u001b[32m'Hz'\u001b[0m\u001b[1m)\u001b[0m                                    \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m       \u001b[3;33mgeometry\u001b[0m = \u001b[1;35mBox\u001b[0m\u001b[1m(\u001b[0m\u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[33mtype\u001b[0m=\u001b[32m'Box'\u001b[0m, \u001b[33mcenter\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m\u001b[1m)\u001b[0m, \u001b[33msize\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m\u001b[1m)\u001b[0m\u001b[1m)\u001b[0m \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m       \u001b[3;33minterval\u001b[0m = \u001b[1;36m5\u001b[0m                                                                       \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m \u001b[3;33minterval_space\u001b[0m = \u001b[1m(\u001b[0m\u001b[1;36m1\u001b[0m, \u001b[1;36m1\u001b[0m, \u001b[1;36m1\u001b[0m\u001b[1m)\u001b[0m                                                               \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m           \u001b[3;33mname\u001b[0m = \u001b[32m'field_time'\u001b[0m                                                            \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m    \u001b[3;33mplot_params\u001b[0m = \u001b[1;35mPlotParams\u001b[0m\u001b[1m(\u001b[0m                                                             \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m                      \u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m,                                                           \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m                      \u001b[33malpha\u001b[0m=\u001b[1;36m0\u001b[0m\u001b[1;36m.4\u001b[0m,                                                          \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m                      \u001b[33mzorder\u001b[0m=\u001b[3;35mNone\u001b[0m,                                                        \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m                      \u001b[33mtype\u001b[0m=\u001b[32m'PlotParams'\u001b[0m,                                                  \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m                      \u001b[33medgecolor\u001b[0m=\u001b[32m'orange'\u001b[0m,                                                 \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m                      \u001b[33mfacecolor\u001b[0m=\u001b[32m'orange'\u001b[0m,                                                 \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m                      \u001b[33mfill\u001b[0m=\u001b[3;92mTrue\u001b[0m,                                                          \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m                      \u001b[33mhatch\u001b[0m=\u001b[3;35mNone\u001b[0m,                                                         \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m                      \u001b[33mlinewidth\u001b[0m=\u001b[1;36m3\u001b[0m\u001b[1;36m.0\u001b[0m                                                       \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m                  \u001b[1m)\u001b[0m                                                                       \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m           \u001b[3;33msize\u001b[0m = \u001b[1m(\u001b[0m\u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m\u001b[1m)\u001b[0m                                                         \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m          \u001b[3;33mstart\u001b[0m = \u001b[1;36m0.0\u001b[0m                                                                     \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m           \u001b[3;33mstop\u001b[0m = \u001b[3;35mNone\u001b[0m                                                                    \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m           \u001b[3;33mtype\u001b[0m = \u001b[32m'FieldTimeMonitor'\u001b[0m                                                      \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m      \u001b[3;33mzero_dims\u001b[0m = \u001b[1m[\u001b[0m\u001b[1;36m0\u001b[0m, \u001b[1;36m1\u001b[0m, \u001b[1;36m2\u001b[0m\u001b[1m]\u001b[0m                                                               \u001b[34m│\u001b[0m\n",
+       "\u001b[34m╰──────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
       ]
      },
      "metadata": {},
@@ -364,113 +379,111 @@
     {
      "data": {
       "text/html": [
-       "
╭──────────────────── <class 'tidy3d.components.monitor.FieldMonitor'> ─────────────────────╮\n",
-       "│ :class:`Monitor` that records electromagnetic fields in the frequency domain.             │\n",
-       "│                                                                                           │\n",
-       "│ ╭───────────────────────────────────────────────────────────────────────────────────────╮ │\n",
-       "│ │ FieldMonitor(                                                                         │ │\n",
-       "│ │ │   type='FieldMonitor',                                                              │ │\n",
-       "│ │ │   center=(0.0, 0.0, -1.0),                                                          │ │\n",
-       "│ │ │   size=(20.0, 20.0, 0.0),                                                           │ │\n",
-       "│ │ │   name='field1',                                                                    │ │\n",
-       "│ │ │   interval_space=(1, 1, 1),                                                         │ │\n",
-       "│ │ │   colocate=True,                                                                    │ │\n",
-       "│ │ │   freqs=(200000000000000.0,),                                                       │ │\n",
-       "│ │ │   apodization=ApodizationSpec(                                                      │ │\n",
-       "│ │ │   │   start=None,                                                                   │ │\n",
-       "│ │ │   │   end=None,                                                                     │ │\n",
-       "│ │ │   │   width=None,                                                                   │ │\n",
-       "│ │ │   │   type='ApodizationSpec'                                                        │ │\n",
-       "│ │ │   ),                                                                                │ │\n",
-       "│ │ │   fields=('Ex', 'Ey', 'Ez', 'Hx', 'Hy', 'Hz')                                       │ │\n",
-       "│ │ )                                                                                     │ │\n",
-       "│ ╰───────────────────────────────────────────────────────────────────────────────────────╯ │\n",
-       "│                                                                                           │\n",
-       "│     apodization = ApodizationSpec(                                                        │\n",
-       "│                       start=None,                                                         │\n",
-       "│                       end=None,                                                           │\n",
-       "│                       width=None,                                                         │\n",
-       "│                       type='ApodizationSpec'                                              │\n",
-       "│                   )                                                                       │\n",
-       "│    bounding_box = Box(type='Box', center=(0.0, 0.0, -1.0), size=(20.0, 20.0, 0.0))        │\n",
-       "│          bounds = ((-10.0, -10.0, -1.0), (10.0, 10.0, -1.0))                              │\n",
-       "│          center = (0.0, 0.0, -1.0)                                                        │\n",
-       "│        colocate = True                                                                    │\n",
-       "│          fields = ('Ex', 'Ey', 'Ez', 'Hx', 'Hy', 'Hz')                                    │\n",
-       "│           freqs = (200000000000000.0,)                                                    │\n",
-       "│ frequency_range = (200000000000000.0, 200000000000000.0)                                  │\n",
-       "│        geometry = Box(type='Box', center=(0.0, 0.0, -1.0), size=(20.0, 20.0, 0.0))        │\n",
-       "│  interval_space = (1, 1, 1)                                                               │\n",
-       "│            name = 'field1'                                                                │\n",
-       "│     plot_params = PlotParams(                                                             │\n",
-       "│                       alpha=0.4,                                                          │\n",
-       "│                       edgecolor='orange',                                                 │\n",
-       "│                       facecolor='orange',                                                 │\n",
-       "│                       fill=True,                                                          │\n",
-       "│                       hatch=None,                                                         │\n",
-       "│                       zorder=None,                                                        │\n",
-       "│                       linewidth=3.0,                                                      │\n",
-       "│                       type='PlotParams'                                                   │\n",
-       "│                   )                                                                       │\n",
-       "│            size = (20.0, 20.0, 0.0)                                                       │\n",
-       "│            type = 'FieldMonitor'                                                          │\n",
-       "│       zero_dims = [2]                                                                     │\n",
-       "╰───────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
╭──────────────────────────── <class 'tidy3d.components.monitor.FieldMonitor'> ────────────────────────────╮\n",
+       "│ :class:`Monitor` that records electromagnetic fields in the frequency domain.                            │\n",
+       "│                                                                                                          │\n",
+       "│ ╭──────────────────────────────────────────────────────────────────────────────────────────────────────╮ │\n",
+       "│ │ FieldMonitor(                                                                                        │ │\n",
+       "│ │ │   attrs={},                                                                                        │ │\n",
+       "│ │ │   type='FieldMonitor',                                                                             │ │\n",
+       "│ │ │   center=(0.0, 0.0, -1.0),                                                                         │ │\n",
+       "│ │ │   size=(20.0, 20.0, 0.0),                                                                          │ │\n",
+       "│ │ │   name='field1',                                                                                   │ │\n",
+       "│ │ │   interval_space=(1, 1, 1),                                                                        │ │\n",
+       "│ │ │   colocate=True,                                                                                   │ │\n",
+       "│ │ │   freqs=array([2.e+14]),                                                                           │ │\n",
+       "│ │ │   apodization=ApodizationSpec(                                                                     │ │\n",
+       "│ │ │   │   attrs={},                                                                                    │ │\n",
+       "│ │ │   │   start=None,                                                                                  │ │\n",
+       "│ │ │   │   end=None,                                                                                    │ │\n",
+       "│ │ │   │   width=None,                                                                                  │ │\n",
+       "│ │ │   │   type='ApodizationSpec'                                                                       │ │\n",
+       "│ │ │   ),                                                                                               │ │\n",
+       "│ │ │   fields=('Ex', 'Ey', 'Ez', 'Hx', 'Hy', 'Hz')                                                      │ │\n",
+       "│ │ )                                                                                                    │ │\n",
+       "│ ╰──────────────────────────────────────────────────────────────────────────────────────────────────────╯ │\n",
+       "│                                                                                                          │\n",
+       "│     apodization = ApodizationSpec(attrs={}, start=None, end=None, width=None, type='ApodizationSpec')    │\n",
+       "│           attrs = {}                                                                                     │\n",
+       "│    bounding_box = Box(attrs={}, type='Box', center=(0.0, 0.0, -1.0), size=(20.0, 20.0, 0.0))             │\n",
+       "│          bounds = ((-10.0, -10.0, -1.0), (10.0, 10.0, -1.0))                                             │\n",
+       "│          center = (0.0, 0.0, -1.0)                                                                       │\n",
+       "│        colocate = True                                                                                   │\n",
+       "│          fields = ('Ex', 'Ey', 'Ez', 'Hx', 'Hy', 'Hz')                                                   │\n",
+       "│           freqs = array([2.e+14])                                                                        │\n",
+       "│ frequency_range = (np.float64(200000000000000.0), np.float64(200000000000000.0))                         │\n",
+       "│        geometry = Box(attrs={}, type='Box', center=(0.0, 0.0, -1.0), size=(20.0, 20.0, 0.0))             │\n",
+       "│  interval_space = (1, 1, 1)                                                                              │\n",
+       "│            name = 'field1'                                                                               │\n",
+       "│     plot_params = PlotParams(                                                                            │\n",
+       "│                       attrs={},                                                                          │\n",
+       "│                       alpha=0.4,                                                                         │\n",
+       "│                       zorder=None,                                                                       │\n",
+       "│                       type='PlotParams',                                                                 │\n",
+       "│                       edgecolor='orange',                                                                │\n",
+       "│                       facecolor='orange',                                                                │\n",
+       "│                       fill=True,                                                                         │\n",
+       "│                       hatch=None,                                                                        │\n",
+       "│                       linewidth=3.0                                                                      │\n",
+       "│                   )                                                                                      │\n",
+       "│            size = (20.0, 20.0, 0.0)                                                                      │\n",
+       "│            type = 'FieldMonitor'                                                                         │\n",
+       "│       zero_dims = [2]                                                                                    │\n",
+       "╰──────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
        "
\n"
       ],
       "text/plain": [
-       "\u001b[34m╭─\u001b[0m\u001b[34m─────────────────── \u001b[0m\u001b[1;34m<\u001b[0m\u001b[1;95mclass\u001b[0m\u001b[39m \u001b[0m\u001b[32m'tidy3d.components.monitor.FieldMonitor'\u001b[0m\u001b[1;34m>\u001b[0m\u001b[34m ────────────────────\u001b[0m\u001b[34m─╮\u001b[0m\n",
-       "\u001b[34m│\u001b[0m \u001b[36m:class:`Monitor` that records electromagnetic fields in the frequency domain.\u001b[0m             \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m                                                                                           \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m \u001b[32m╭───────────────────────────────────────────────────────────────────────────────────────╮\u001b[0m \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[1;35mFieldMonitor\u001b[0m\u001b[1m(\u001b[0m                                                                         \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│   \u001b[0m\u001b[33mtype\u001b[0m=\u001b[32m'FieldMonitor'\u001b[0m,                                                              \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│   \u001b[0m\u001b[33mcenter\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m, \u001b[1;36m-1.0\u001b[0m\u001b[1m)\u001b[0m,                                                          \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│   \u001b[0m\u001b[33msize\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m20.0\u001b[0m, \u001b[1;36m20.0\u001b[0m, \u001b[1;36m0.0\u001b[0m\u001b[1m)\u001b[0m,                                                           \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│   \u001b[0m\u001b[33mname\u001b[0m=\u001b[32m'field1'\u001b[0m,                                                                    \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│   \u001b[0m\u001b[33minterval_space\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m1\u001b[0m, \u001b[1;36m1\u001b[0m, \u001b[1;36m1\u001b[0m\u001b[1m)\u001b[0m,                                                         \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│   \u001b[0m\u001b[33mcolocate\u001b[0m=\u001b[3;92mTrue\u001b[0m,                                                                    \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│   \u001b[0m\u001b[33mfreqs\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m200000000000000.0\u001b[0m,\u001b[1m)\u001b[0m,                                                       \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│   \u001b[0m\u001b[33mapodization\u001b[0m=\u001b[1;35mApodizationSpec\u001b[0m\u001b[1m(\u001b[0m                                                      \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│   │   \u001b[0m\u001b[33mstart\u001b[0m=\u001b[3;35mNone\u001b[0m,                                                                   \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│   │   \u001b[0m\u001b[33mend\u001b[0m=\u001b[3;35mNone\u001b[0m,                                                                     \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│   │   \u001b[0m\u001b[33mwidth\u001b[0m=\u001b[3;35mNone\u001b[0m,                                                                   \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│   │   \u001b[0m\u001b[33mtype\u001b[0m=\u001b[32m'ApodizationSpec'\u001b[0m                                                        \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│   \u001b[0m\u001b[1m)\u001b[0m,                                                                                \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│   \u001b[0m\u001b[33mfields\u001b[0m=\u001b[1m(\u001b[0m\u001b[32m'Ex'\u001b[0m, \u001b[32m'Ey'\u001b[0m, \u001b[32m'Ez'\u001b[0m, \u001b[32m'Hx'\u001b[0m, \u001b[32m'Hy'\u001b[0m, \u001b[32m'Hz'\u001b[0m\u001b[1m)\u001b[0m                                       \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[1m)\u001b[0m                                                                                     \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m \u001b[32m╰───────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m                                                                                           \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m     \u001b[3;33mapodization\u001b[0m = \u001b[1;35mApodizationSpec\u001b[0m\u001b[1m(\u001b[0m                                                        \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m                       \u001b[33mstart\u001b[0m=\u001b[3;35mNone\u001b[0m,                                                         \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m                       \u001b[33mend\u001b[0m=\u001b[3;35mNone\u001b[0m,                                                           \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m                       \u001b[33mwidth\u001b[0m=\u001b[3;35mNone\u001b[0m,                                                         \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m                       \u001b[33mtype\u001b[0m=\u001b[32m'ApodizationSpec'\u001b[0m                                              \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m                   \u001b[1m)\u001b[0m                                                                       \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m    \u001b[3;33mbounding_box\u001b[0m = \u001b[1;35mBox\u001b[0m\u001b[1m(\u001b[0m\u001b[33mtype\u001b[0m=\u001b[32m'Box'\u001b[0m, \u001b[33mcenter\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m, \u001b[1;36m-1.0\u001b[0m\u001b[1m)\u001b[0m, \u001b[33msize\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m20.0\u001b[0m, \u001b[1;36m20.0\u001b[0m, \u001b[1;36m0.0\u001b[0m\u001b[1m)\u001b[0m\u001b[1m)\u001b[0m        \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m          \u001b[3;33mbounds\u001b[0m = \u001b[1m(\u001b[0m\u001b[1m(\u001b[0m\u001b[1;36m-10.0\u001b[0m, \u001b[1;36m-10.0\u001b[0m, \u001b[1;36m-1.0\u001b[0m\u001b[1m)\u001b[0m, \u001b[1m(\u001b[0m\u001b[1;36m10.0\u001b[0m, \u001b[1;36m10.0\u001b[0m, \u001b[1;36m-1.0\u001b[0m\u001b[1m)\u001b[0m\u001b[1m)\u001b[0m                              \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m          \u001b[3;33mcenter\u001b[0m = \u001b[1m(\u001b[0m\u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m, \u001b[1;36m-1.0\u001b[0m\u001b[1m)\u001b[0m                                                        \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m        \u001b[3;33mcolocate\u001b[0m = \u001b[3;92mTrue\u001b[0m                                                                    \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m          \u001b[3;33mfields\u001b[0m = \u001b[1m(\u001b[0m\u001b[32m'Ex'\u001b[0m, \u001b[32m'Ey'\u001b[0m, \u001b[32m'Ez'\u001b[0m, \u001b[32m'Hx'\u001b[0m, \u001b[32m'Hy'\u001b[0m, \u001b[32m'Hz'\u001b[0m\u001b[1m)\u001b[0m                                    \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m           \u001b[3;33mfreqs\u001b[0m = \u001b[1m(\u001b[0m\u001b[1;36m200000000000000.0\u001b[0m,\u001b[1m)\u001b[0m                                                    \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m \u001b[3;33mfrequency_range\u001b[0m = \u001b[1m(\u001b[0m\u001b[1;36m200000000000000.0\u001b[0m, \u001b[1;36m200000000000000.0\u001b[0m\u001b[1m)\u001b[0m                                  \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m        \u001b[3;33mgeometry\u001b[0m = \u001b[1;35mBox\u001b[0m\u001b[1m(\u001b[0m\u001b[33mtype\u001b[0m=\u001b[32m'Box'\u001b[0m, \u001b[33mcenter\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m, \u001b[1;36m-1.0\u001b[0m\u001b[1m)\u001b[0m, \u001b[33msize\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m20.0\u001b[0m, \u001b[1;36m20.0\u001b[0m, \u001b[1;36m0.0\u001b[0m\u001b[1m)\u001b[0m\u001b[1m)\u001b[0m        \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m  \u001b[3;33minterval_space\u001b[0m = \u001b[1m(\u001b[0m\u001b[1;36m1\u001b[0m, \u001b[1;36m1\u001b[0m, \u001b[1;36m1\u001b[0m\u001b[1m)\u001b[0m                                                               \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m            \u001b[3;33mname\u001b[0m = \u001b[32m'field1'\u001b[0m                                                                \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m     \u001b[3;33mplot_params\u001b[0m = \u001b[1;35mPlotParams\u001b[0m\u001b[1m(\u001b[0m                                                             \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m                       \u001b[33malpha\u001b[0m=\u001b[1;36m0\u001b[0m\u001b[1;36m.4\u001b[0m,                                                          \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m                       \u001b[33medgecolor\u001b[0m=\u001b[32m'orange'\u001b[0m,                                                 \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m                       \u001b[33mfacecolor\u001b[0m=\u001b[32m'orange'\u001b[0m,                                                 \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m                       \u001b[33mfill\u001b[0m=\u001b[3;92mTrue\u001b[0m,                                                          \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m                       \u001b[33mhatch\u001b[0m=\u001b[3;35mNone\u001b[0m,                                                         \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m                       \u001b[33mzorder\u001b[0m=\u001b[3;35mNone\u001b[0m,                                                        \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m                       \u001b[33mlinewidth\u001b[0m=\u001b[1;36m3\u001b[0m\u001b[1;36m.0\u001b[0m,                                                      \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m                       \u001b[33mtype\u001b[0m=\u001b[32m'PlotParams'\u001b[0m                                                   \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m                   \u001b[1m)\u001b[0m                                                                       \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m            \u001b[3;33msize\u001b[0m = \u001b[1m(\u001b[0m\u001b[1;36m20.0\u001b[0m, \u001b[1;36m20.0\u001b[0m, \u001b[1;36m0.0\u001b[0m\u001b[1m)\u001b[0m                                                       \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m            \u001b[3;33mtype\u001b[0m = \u001b[32m'FieldMonitor'\u001b[0m                                                          \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m       \u001b[3;33mzero_dims\u001b[0m = \u001b[1m[\u001b[0m\u001b[1;36m2\u001b[0m\u001b[1m]\u001b[0m                                                                     \u001b[34m│\u001b[0m\n",
-       "\u001b[34m╰───────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+       "\u001b[34m╭─\u001b[0m\u001b[34m───────────────────────────\u001b[0m\u001b[34m \u001b[0m\u001b[1;34m<\u001b[0m\u001b[1;95mclass\u001b[0m\u001b[39m \u001b[0m\u001b[32m'tidy3d.components.monitor.FieldMonitor'\u001b[0m\u001b[1;34m>\u001b[0m\u001b[34m \u001b[0m\u001b[34m───────────────────────────\u001b[0m\u001b[34m─╮\u001b[0m\n",
+       "\u001b[34m│\u001b[0m \u001b[36m:class:`Monitor` that records electromagnetic fields in the frequency domain.\u001b[0m                            \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m                                                                                                          \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m \u001b[32m╭──────────────────────────────────────────────────────────────────────────────────────────────────────╮\u001b[0m \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[1;35mFieldMonitor\u001b[0m\u001b[1m(\u001b[0m                                                                                        \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│   \u001b[0m\u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m,                                                                                        \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│   \u001b[0m\u001b[33mtype\u001b[0m=\u001b[32m'FieldMonitor'\u001b[0m,                                                                             \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│   \u001b[0m\u001b[33mcenter\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m, \u001b[1;36m-1.0\u001b[0m\u001b[1m)\u001b[0m,                                                                         \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│   \u001b[0m\u001b[33msize\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m20.0\u001b[0m, \u001b[1;36m20.0\u001b[0m, \u001b[1;36m0.0\u001b[0m\u001b[1m)\u001b[0m,                                                                          \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│   \u001b[0m\u001b[33mname\u001b[0m=\u001b[32m'field1'\u001b[0m,                                                                                   \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│   \u001b[0m\u001b[33minterval_space\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m1\u001b[0m, \u001b[1;36m1\u001b[0m, \u001b[1;36m1\u001b[0m\u001b[1m)\u001b[0m,                                                                        \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│   \u001b[0m\u001b[33mcolocate\u001b[0m=\u001b[3;92mTrue\u001b[0m,                                                                                   \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│   \u001b[0m\u001b[33mfreqs\u001b[0m=\u001b[1;35marray\u001b[0m\u001b[1m(\u001b[0m\u001b[1m[\u001b[0m\u001b[1;36m2.e+14\u001b[0m\u001b[1m]\u001b[0m\u001b[1m)\u001b[0m,                                                                           \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│   \u001b[0m\u001b[33mapodization\u001b[0m=\u001b[1;35mApodizationSpec\u001b[0m\u001b[1m(\u001b[0m                                                                     \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│   │   \u001b[0m\u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m,                                                                                    \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│   │   \u001b[0m\u001b[33mstart\u001b[0m=\u001b[3;35mNone\u001b[0m,                                                                                  \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│   │   \u001b[0m\u001b[33mend\u001b[0m=\u001b[3;35mNone\u001b[0m,                                                                                    \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│   │   \u001b[0m\u001b[33mwidth\u001b[0m=\u001b[3;35mNone\u001b[0m,                                                                                  \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│   │   \u001b[0m\u001b[33mtype\u001b[0m=\u001b[32m'ApodizationSpec'\u001b[0m                                                                       \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│   \u001b[0m\u001b[1m)\u001b[0m,                                                                                               \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│   \u001b[0m\u001b[33mfields\u001b[0m=\u001b[1m(\u001b[0m\u001b[32m'Ex'\u001b[0m, \u001b[32m'Ey'\u001b[0m, \u001b[32m'Ez'\u001b[0m, \u001b[32m'Hx'\u001b[0m, \u001b[32m'Hy'\u001b[0m, \u001b[32m'Hz'\u001b[0m\u001b[1m)\u001b[0m                                                      \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[1m)\u001b[0m                                                                                                    \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m \u001b[32m╰──────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m                                                                                                          \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m     \u001b[3;33mapodization\u001b[0m = \u001b[1;35mApodizationSpec\u001b[0m\u001b[1m(\u001b[0m\u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[33mstart\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[33mend\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[33mwidth\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[33mtype\u001b[0m=\u001b[32m'ApodizationSpec'\u001b[0m\u001b[1m)\u001b[0m    \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m           \u001b[3;33mattrs\u001b[0m = \u001b[1m{\u001b[0m\u001b[1m}\u001b[0m                                                                                     \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m    \u001b[3;33mbounding_box\u001b[0m = \u001b[1;35mBox\u001b[0m\u001b[1m(\u001b[0m\u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[33mtype\u001b[0m=\u001b[32m'Box'\u001b[0m, \u001b[33mcenter\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m, \u001b[1;36m-1.0\u001b[0m\u001b[1m)\u001b[0m, \u001b[33msize\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m20.0\u001b[0m, \u001b[1;36m20.0\u001b[0m, \u001b[1;36m0.0\u001b[0m\u001b[1m)\u001b[0m\u001b[1m)\u001b[0m             \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m          \u001b[3;33mbounds\u001b[0m = \u001b[1m(\u001b[0m\u001b[1m(\u001b[0m\u001b[1;36m-10.0\u001b[0m, \u001b[1;36m-10.0\u001b[0m, \u001b[1;36m-1.0\u001b[0m\u001b[1m)\u001b[0m, \u001b[1m(\u001b[0m\u001b[1;36m10.0\u001b[0m, \u001b[1;36m10.0\u001b[0m, \u001b[1;36m-1.0\u001b[0m\u001b[1m)\u001b[0m\u001b[1m)\u001b[0m                                             \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m          \u001b[3;33mcenter\u001b[0m = \u001b[1m(\u001b[0m\u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m, \u001b[1;36m-1.0\u001b[0m\u001b[1m)\u001b[0m                                                                       \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m        \u001b[3;33mcolocate\u001b[0m = \u001b[3;92mTrue\u001b[0m                                                                                   \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m          \u001b[3;33mfields\u001b[0m = \u001b[1m(\u001b[0m\u001b[32m'Ex'\u001b[0m, \u001b[32m'Ey'\u001b[0m, \u001b[32m'Ez'\u001b[0m, \u001b[32m'Hx'\u001b[0m, \u001b[32m'Hy'\u001b[0m, \u001b[32m'Hz'\u001b[0m\u001b[1m)\u001b[0m                                                   \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m           \u001b[3;33mfreqs\u001b[0m = \u001b[1;35marray\u001b[0m\u001b[1m(\u001b[0m\u001b[1m[\u001b[0m\u001b[1;36m2.e+14\u001b[0m\u001b[1m]\u001b[0m\u001b[1m)\u001b[0m                                                                        \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m \u001b[3;33mfrequency_range\u001b[0m = \u001b[1m(\u001b[0m\u001b[1;35mnp.float64\u001b[0m\u001b[1m(\u001b[0m\u001b[1;36m200000000000000.0\u001b[0m\u001b[1m)\u001b[0m, \u001b[1;35mnp.float64\u001b[0m\u001b[1m(\u001b[0m\u001b[1;36m200000000000000.0\u001b[0m\u001b[1m)\u001b[0m\u001b[1m)\u001b[0m                         \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m        \u001b[3;33mgeometry\u001b[0m = \u001b[1;35mBox\u001b[0m\u001b[1m(\u001b[0m\u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[33mtype\u001b[0m=\u001b[32m'Box'\u001b[0m, \u001b[33mcenter\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m, \u001b[1;36m-1.0\u001b[0m\u001b[1m)\u001b[0m, \u001b[33msize\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m20.0\u001b[0m, \u001b[1;36m20.0\u001b[0m, \u001b[1;36m0.0\u001b[0m\u001b[1m)\u001b[0m\u001b[1m)\u001b[0m             \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m  \u001b[3;33minterval_space\u001b[0m = \u001b[1m(\u001b[0m\u001b[1;36m1\u001b[0m, \u001b[1;36m1\u001b[0m, \u001b[1;36m1\u001b[0m\u001b[1m)\u001b[0m                                                                              \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m            \u001b[3;33mname\u001b[0m = \u001b[32m'field1'\u001b[0m                                                                               \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m     \u001b[3;33mplot_params\u001b[0m = \u001b[1;35mPlotParams\u001b[0m\u001b[1m(\u001b[0m                                                                            \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m                       \u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m,                                                                          \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m                       \u001b[33malpha\u001b[0m=\u001b[1;36m0\u001b[0m\u001b[1;36m.4\u001b[0m,                                                                         \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m                       \u001b[33mzorder\u001b[0m=\u001b[3;35mNone\u001b[0m,                                                                       \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m                       \u001b[33mtype\u001b[0m=\u001b[32m'PlotParams'\u001b[0m,                                                                 \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m                       \u001b[33medgecolor\u001b[0m=\u001b[32m'orange'\u001b[0m,                                                                \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m                       \u001b[33mfacecolor\u001b[0m=\u001b[32m'orange'\u001b[0m,                                                                \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m                       \u001b[33mfill\u001b[0m=\u001b[3;92mTrue\u001b[0m,                                                                         \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m                       \u001b[33mhatch\u001b[0m=\u001b[3;35mNone\u001b[0m,                                                                        \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m                       \u001b[33mlinewidth\u001b[0m=\u001b[1;36m3\u001b[0m\u001b[1;36m.0\u001b[0m                                                                      \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m                   \u001b[1m)\u001b[0m                                                                                      \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m            \u001b[3;33msize\u001b[0m = \u001b[1m(\u001b[0m\u001b[1;36m20.0\u001b[0m, \u001b[1;36m20.0\u001b[0m, \u001b[1;36m0.0\u001b[0m\u001b[1m)\u001b[0m                                                                      \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m            \u001b[3;33mtype\u001b[0m = \u001b[32m'FieldMonitor'\u001b[0m                                                                         \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m       \u001b[3;33mzero_dims\u001b[0m = \u001b[1m[\u001b[0m\u001b[1;36m2\u001b[0m\u001b[1m]\u001b[0m                                                                                    \u001b[34m│\u001b[0m\n",
+       "\u001b[34m╰──────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
       ]
      },
      "metadata": {},
@@ -479,113 +492,111 @@
     {
      "data": {
       "text/html": [
-       "
╭──────────────────── <class 'tidy3d.components.monitor.FieldMonitor'> ─────────────────────╮\n",
-       "│ :class:`Monitor` that records electromagnetic fields in the frequency domain.             │\n",
-       "│                                                                                           │\n",
-       "│ ╭───────────────────────────────────────────────────────────────────────────────────────╮ │\n",
-       "│ │ FieldMonitor(                                                                         │ │\n",
-       "│ │ │   type='FieldMonitor',                                                              │ │\n",
-       "│ │ │   center=(0.0, 0.0, 0.0),                                                           │ │\n",
-       "│ │ │   size=(20.0, 0.0, 20.0),                                                           │ │\n",
-       "│ │ │   name='field2',                                                                    │ │\n",
-       "│ │ │   interval_space=(1, 1, 1),                                                         │ │\n",
-       "│ │ │   colocate=True,                                                                    │ │\n",
-       "│ │ │   freqs=(200000000000000.0,),                                                       │ │\n",
-       "│ │ │   apodization=ApodizationSpec(                                                      │ │\n",
-       "│ │ │   │   start=None,                                                                   │ │\n",
-       "│ │ │   │   end=None,                                                                     │ │\n",
-       "│ │ │   │   width=None,                                                                   │ │\n",
-       "│ │ │   │   type='ApodizationSpec'                                                        │ │\n",
-       "│ │ │   ),                                                                                │ │\n",
-       "│ │ │   fields=('Ex', 'Ey', 'Ez', 'Hx', 'Hy', 'Hz')                                       │ │\n",
-       "│ │ )                                                                                     │ │\n",
-       "│ ╰───────────────────────────────────────────────────────────────────────────────────────╯ │\n",
-       "│                                                                                           │\n",
-       "│     apodization = ApodizationSpec(                                                        │\n",
-       "│                       start=None,                                                         │\n",
-       "│                       end=None,                                                           │\n",
-       "│                       width=None,                                                         │\n",
-       "│                       type='ApodizationSpec'                                              │\n",
-       "│                   )                                                                       │\n",
-       "│    bounding_box = Box(type='Box', center=(0.0, 0.0, 0.0), size=(20.0, 0.0, 20.0))         │\n",
-       "│          bounds = ((-10.0, 0.0, -10.0), (10.0, 0.0, 10.0))                                │\n",
-       "│          center = (0.0, 0.0, 0.0)                                                         │\n",
-       "│        colocate = True                                                                    │\n",
-       "│          fields = ('Ex', 'Ey', 'Ez', 'Hx', 'Hy', 'Hz')                                    │\n",
-       "│           freqs = (200000000000000.0,)                                                    │\n",
-       "│ frequency_range = (200000000000000.0, 200000000000000.0)                                  │\n",
-       "│        geometry = Box(type='Box', center=(0.0, 0.0, 0.0), size=(20.0, 0.0, 20.0))         │\n",
-       "│  interval_space = (1, 1, 1)                                                               │\n",
-       "│            name = 'field2'                                                                │\n",
-       "│     plot_params = PlotParams(                                                             │\n",
-       "│                       alpha=0.4,                                                          │\n",
-       "│                       edgecolor='orange',                                                 │\n",
-       "│                       facecolor='orange',                                                 │\n",
-       "│                       fill=True,                                                          │\n",
-       "│                       hatch=None,                                                         │\n",
-       "│                       zorder=None,                                                        │\n",
-       "│                       linewidth=3.0,                                                      │\n",
-       "│                       type='PlotParams'                                                   │\n",
-       "│                   )                                                                       │\n",
-       "│            size = (20.0, 0.0, 20.0)                                                       │\n",
-       "│            type = 'FieldMonitor'                                                          │\n",
-       "│       zero_dims = [1]                                                                     │\n",
-       "╰───────────────────────────────────────────────────────────────────────────────────────────╯\n",
+       "
╭──────────────────────────── <class 'tidy3d.components.monitor.FieldMonitor'> ────────────────────────────╮\n",
+       "│ :class:`Monitor` that records electromagnetic fields in the frequency domain.                            │\n",
+       "│                                                                                                          │\n",
+       "│ ╭──────────────────────────────────────────────────────────────────────────────────────────────────────╮ │\n",
+       "│ │ FieldMonitor(                                                                                        │ │\n",
+       "│ │ │   attrs={},                                                                                        │ │\n",
+       "│ │ │   type='FieldMonitor',                                                                             │ │\n",
+       "│ │ │   center=(0.0, 0.0, 0.0),                                                                          │ │\n",
+       "│ │ │   size=(20.0, 0.0, 20.0),                                                                          │ │\n",
+       "│ │ │   name='field2',                                                                                   │ │\n",
+       "│ │ │   interval_space=(1, 1, 1),                                                                        │ │\n",
+       "│ │ │   colocate=True,                                                                                   │ │\n",
+       "│ │ │   freqs=array([2.e+14]),                                                                           │ │\n",
+       "│ │ │   apodization=ApodizationSpec(                                                                     │ │\n",
+       "│ │ │   │   attrs={},                                                                                    │ │\n",
+       "│ │ │   │   start=None,                                                                                  │ │\n",
+       "│ │ │   │   end=None,                                                                                    │ │\n",
+       "│ │ │   │   width=None,                                                                                  │ │\n",
+       "│ │ │   │   type='ApodizationSpec'                                                                       │ │\n",
+       "│ │ │   ),                                                                                               │ │\n",
+       "│ │ │   fields=('Ex', 'Ey', 'Ez', 'Hx', 'Hy', 'Hz')                                                      │ │\n",
+       "│ │ )                                                                                                    │ │\n",
+       "│ ╰──────────────────────────────────────────────────────────────────────────────────────────────────────╯ │\n",
+       "│                                                                                                          │\n",
+       "│     apodization = ApodizationSpec(attrs={}, start=None, end=None, width=None, type='ApodizationSpec')    │\n",
+       "│           attrs = {}                                                                                     │\n",
+       "│    bounding_box = Box(attrs={}, type='Box', center=(0.0, 0.0, 0.0), size=(20.0, 0.0, 20.0))              │\n",
+       "│          bounds = ((-10.0, 0.0, -10.0), (10.0, 0.0, 10.0))                                               │\n",
+       "│          center = (0.0, 0.0, 0.0)                                                                        │\n",
+       "│        colocate = True                                                                                   │\n",
+       "│          fields = ('Ex', 'Ey', 'Ez', 'Hx', 'Hy', 'Hz')                                                   │\n",
+       "│           freqs = array([2.e+14])                                                                        │\n",
+       "│ frequency_range = (np.float64(200000000000000.0), np.float64(200000000000000.0))                         │\n",
+       "│        geometry = Box(attrs={}, type='Box', center=(0.0, 0.0, 0.0), size=(20.0, 0.0, 20.0))              │\n",
+       "│  interval_space = (1, 1, 1)                                                                              │\n",
+       "│            name = 'field2'                                                                               │\n",
+       "│     plot_params = PlotParams(                                                                            │\n",
+       "│                       attrs={},                                                                          │\n",
+       "│                       alpha=0.4,                                                                         │\n",
+       "│                       zorder=None,                                                                       │\n",
+       "│                       type='PlotParams',                                                                 │\n",
+       "│                       edgecolor='orange',                                                                │\n",
+       "│                       facecolor='orange',                                                                │\n",
+       "│                       fill=True,                                                                         │\n",
+       "│                       hatch=None,                                                                        │\n",
+       "│                       linewidth=3.0                                                                      │\n",
+       "│                   )                                                                                      │\n",
+       "│            size = (20.0, 0.0, 20.0)                                                                      │\n",
+       "│            type = 'FieldMonitor'                                                                         │\n",
+       "│       zero_dims = [1]                                                                                    │\n",
+       "╰──────────────────────────────────────────────────────────────────────────────────────────────────────────╯\n",
        "
\n"
       ],
       "text/plain": [
-       "\u001b[34m╭─\u001b[0m\u001b[34m─────────────────── \u001b[0m\u001b[1;34m<\u001b[0m\u001b[1;95mclass\u001b[0m\u001b[39m \u001b[0m\u001b[32m'tidy3d.components.monitor.FieldMonitor'\u001b[0m\u001b[1;34m>\u001b[0m\u001b[34m ────────────────────\u001b[0m\u001b[34m─╮\u001b[0m\n",
-       "\u001b[34m│\u001b[0m \u001b[36m:class:`Monitor` that records electromagnetic fields in the frequency domain.\u001b[0m             \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m                                                                                           \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m \u001b[32m╭───────────────────────────────────────────────────────────────────────────────────────╮\u001b[0m \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[1;35mFieldMonitor\u001b[0m\u001b[1m(\u001b[0m                                                                         \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│   \u001b[0m\u001b[33mtype\u001b[0m=\u001b[32m'FieldMonitor'\u001b[0m,                                                              \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│   \u001b[0m\u001b[33mcenter\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m\u001b[1m)\u001b[0m,                                                           \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│   \u001b[0m\u001b[33msize\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m20.0\u001b[0m, \u001b[1;36m0.0\u001b[0m, \u001b[1;36m20.0\u001b[0m\u001b[1m)\u001b[0m,                                                           \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│   \u001b[0m\u001b[33mname\u001b[0m=\u001b[32m'field2'\u001b[0m,                                                                    \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│   \u001b[0m\u001b[33minterval_space\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m1\u001b[0m, \u001b[1;36m1\u001b[0m, \u001b[1;36m1\u001b[0m\u001b[1m)\u001b[0m,                                                         \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│   \u001b[0m\u001b[33mcolocate\u001b[0m=\u001b[3;92mTrue\u001b[0m,                                                                    \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│   \u001b[0m\u001b[33mfreqs\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m200000000000000.0\u001b[0m,\u001b[1m)\u001b[0m,                                                       \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│   \u001b[0m\u001b[33mapodization\u001b[0m=\u001b[1;35mApodizationSpec\u001b[0m\u001b[1m(\u001b[0m                                                      \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│   │   \u001b[0m\u001b[33mstart\u001b[0m=\u001b[3;35mNone\u001b[0m,                                                                   \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│   │   \u001b[0m\u001b[33mend\u001b[0m=\u001b[3;35mNone\u001b[0m,                                                                     \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│   │   \u001b[0m\u001b[33mwidth\u001b[0m=\u001b[3;35mNone\u001b[0m,                                                                   \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│   │   \u001b[0m\u001b[33mtype\u001b[0m=\u001b[32m'ApodizationSpec'\u001b[0m                                                        \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│   \u001b[0m\u001b[1m)\u001b[0m,                                                                                \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│   \u001b[0m\u001b[33mfields\u001b[0m=\u001b[1m(\u001b[0m\u001b[32m'Ex'\u001b[0m, \u001b[32m'Ey'\u001b[0m, \u001b[32m'Ez'\u001b[0m, \u001b[32m'Hx'\u001b[0m, \u001b[32m'Hy'\u001b[0m, \u001b[32m'Hz'\u001b[0m\u001b[1m)\u001b[0m                                       \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[1m)\u001b[0m                                                                                     \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m \u001b[32m╰───────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m                                                                                           \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m     \u001b[3;33mapodization\u001b[0m = \u001b[1;35mApodizationSpec\u001b[0m\u001b[1m(\u001b[0m                                                        \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m                       \u001b[33mstart\u001b[0m=\u001b[3;35mNone\u001b[0m,                                                         \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m                       \u001b[33mend\u001b[0m=\u001b[3;35mNone\u001b[0m,                                                           \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m                       \u001b[33mwidth\u001b[0m=\u001b[3;35mNone\u001b[0m,                                                         \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m                       \u001b[33mtype\u001b[0m=\u001b[32m'ApodizationSpec'\u001b[0m                                              \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m                   \u001b[1m)\u001b[0m                                                                       \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m    \u001b[3;33mbounding_box\u001b[0m = \u001b[1;35mBox\u001b[0m\u001b[1m(\u001b[0m\u001b[33mtype\u001b[0m=\u001b[32m'Box'\u001b[0m, \u001b[33mcenter\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m\u001b[1m)\u001b[0m, \u001b[33msize\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m20.0\u001b[0m, \u001b[1;36m0.0\u001b[0m, \u001b[1;36m20.0\u001b[0m\u001b[1m)\u001b[0m\u001b[1m)\u001b[0m         \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m          \u001b[3;33mbounds\u001b[0m = \u001b[1m(\u001b[0m\u001b[1m(\u001b[0m\u001b[1;36m-10.0\u001b[0m, \u001b[1;36m0.0\u001b[0m, \u001b[1;36m-10.0\u001b[0m\u001b[1m)\u001b[0m, \u001b[1m(\u001b[0m\u001b[1;36m10.0\u001b[0m, \u001b[1;36m0.0\u001b[0m, \u001b[1;36m10.0\u001b[0m\u001b[1m)\u001b[0m\u001b[1m)\u001b[0m                                \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m          \u001b[3;33mcenter\u001b[0m = \u001b[1m(\u001b[0m\u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m\u001b[1m)\u001b[0m                                                         \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m        \u001b[3;33mcolocate\u001b[0m = \u001b[3;92mTrue\u001b[0m                                                                    \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m          \u001b[3;33mfields\u001b[0m = \u001b[1m(\u001b[0m\u001b[32m'Ex'\u001b[0m, \u001b[32m'Ey'\u001b[0m, \u001b[32m'Ez'\u001b[0m, \u001b[32m'Hx'\u001b[0m, \u001b[32m'Hy'\u001b[0m, \u001b[32m'Hz'\u001b[0m\u001b[1m)\u001b[0m                                    \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m           \u001b[3;33mfreqs\u001b[0m = \u001b[1m(\u001b[0m\u001b[1;36m200000000000000.0\u001b[0m,\u001b[1m)\u001b[0m                                                    \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m \u001b[3;33mfrequency_range\u001b[0m = \u001b[1m(\u001b[0m\u001b[1;36m200000000000000.0\u001b[0m, \u001b[1;36m200000000000000.0\u001b[0m\u001b[1m)\u001b[0m                                  \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m        \u001b[3;33mgeometry\u001b[0m = \u001b[1;35mBox\u001b[0m\u001b[1m(\u001b[0m\u001b[33mtype\u001b[0m=\u001b[32m'Box'\u001b[0m, \u001b[33mcenter\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m\u001b[1m)\u001b[0m, \u001b[33msize\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m20.0\u001b[0m, \u001b[1;36m0.0\u001b[0m, \u001b[1;36m20.0\u001b[0m\u001b[1m)\u001b[0m\u001b[1m)\u001b[0m         \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m  \u001b[3;33minterval_space\u001b[0m = \u001b[1m(\u001b[0m\u001b[1;36m1\u001b[0m, \u001b[1;36m1\u001b[0m, \u001b[1;36m1\u001b[0m\u001b[1m)\u001b[0m                                                               \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m            \u001b[3;33mname\u001b[0m = \u001b[32m'field2'\u001b[0m                                                                \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m     \u001b[3;33mplot_params\u001b[0m = \u001b[1;35mPlotParams\u001b[0m\u001b[1m(\u001b[0m                                                             \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m                       \u001b[33malpha\u001b[0m=\u001b[1;36m0\u001b[0m\u001b[1;36m.4\u001b[0m,                                                          \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m                       \u001b[33medgecolor\u001b[0m=\u001b[32m'orange'\u001b[0m,                                                 \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m                       \u001b[33mfacecolor\u001b[0m=\u001b[32m'orange'\u001b[0m,                                                 \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m                       \u001b[33mfill\u001b[0m=\u001b[3;92mTrue\u001b[0m,                                                          \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m                       \u001b[33mhatch\u001b[0m=\u001b[3;35mNone\u001b[0m,                                                         \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m                       \u001b[33mzorder\u001b[0m=\u001b[3;35mNone\u001b[0m,                                                        \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m                       \u001b[33mlinewidth\u001b[0m=\u001b[1;36m3\u001b[0m\u001b[1;36m.0\u001b[0m,                                                      \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m                       \u001b[33mtype\u001b[0m=\u001b[32m'PlotParams'\u001b[0m                                                   \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m                   \u001b[1m)\u001b[0m                                                                       \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m            \u001b[3;33msize\u001b[0m = \u001b[1m(\u001b[0m\u001b[1;36m20.0\u001b[0m, \u001b[1;36m0.0\u001b[0m, \u001b[1;36m20.0\u001b[0m\u001b[1m)\u001b[0m                                                       \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m            \u001b[3;33mtype\u001b[0m = \u001b[32m'FieldMonitor'\u001b[0m                                                          \u001b[34m│\u001b[0m\n",
-       "\u001b[34m│\u001b[0m       \u001b[3;33mzero_dims\u001b[0m = \u001b[1m[\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1m]\u001b[0m                                                                     \u001b[34m│\u001b[0m\n",
-       "\u001b[34m╰───────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
+       "\u001b[34m╭─\u001b[0m\u001b[34m───────────────────────────\u001b[0m\u001b[34m \u001b[0m\u001b[1;34m<\u001b[0m\u001b[1;95mclass\u001b[0m\u001b[39m \u001b[0m\u001b[32m'tidy3d.components.monitor.FieldMonitor'\u001b[0m\u001b[1;34m>\u001b[0m\u001b[34m \u001b[0m\u001b[34m───────────────────────────\u001b[0m\u001b[34m─╮\u001b[0m\n",
+       "\u001b[34m│\u001b[0m \u001b[36m:class:`Monitor` that records electromagnetic fields in the frequency domain.\u001b[0m                            \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m                                                                                                          \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m \u001b[32m╭──────────────────────────────────────────────────────────────────────────────────────────────────────╮\u001b[0m \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[1;35mFieldMonitor\u001b[0m\u001b[1m(\u001b[0m                                                                                        \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│   \u001b[0m\u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m,                                                                                        \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│   \u001b[0m\u001b[33mtype\u001b[0m=\u001b[32m'FieldMonitor'\u001b[0m,                                                                             \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│   \u001b[0m\u001b[33mcenter\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m\u001b[1m)\u001b[0m,                                                                          \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│   \u001b[0m\u001b[33msize\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m20.0\u001b[0m, \u001b[1;36m0.0\u001b[0m, \u001b[1;36m20.0\u001b[0m\u001b[1m)\u001b[0m,                                                                          \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│   \u001b[0m\u001b[33mname\u001b[0m=\u001b[32m'field2'\u001b[0m,                                                                                   \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│   \u001b[0m\u001b[33minterval_space\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m1\u001b[0m, \u001b[1;36m1\u001b[0m, \u001b[1;36m1\u001b[0m\u001b[1m)\u001b[0m,                                                                        \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│   \u001b[0m\u001b[33mcolocate\u001b[0m=\u001b[3;92mTrue\u001b[0m,                                                                                   \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│   \u001b[0m\u001b[33mfreqs\u001b[0m=\u001b[1;35marray\u001b[0m\u001b[1m(\u001b[0m\u001b[1m[\u001b[0m\u001b[1;36m2.e+14\u001b[0m\u001b[1m]\u001b[0m\u001b[1m)\u001b[0m,                                                                           \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│   \u001b[0m\u001b[33mapodization\u001b[0m=\u001b[1;35mApodizationSpec\u001b[0m\u001b[1m(\u001b[0m                                                                     \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│   │   \u001b[0m\u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m,                                                                                    \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│   │   \u001b[0m\u001b[33mstart\u001b[0m=\u001b[3;35mNone\u001b[0m,                                                                                  \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│   │   \u001b[0m\u001b[33mend\u001b[0m=\u001b[3;35mNone\u001b[0m,                                                                                    \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│   │   \u001b[0m\u001b[33mwidth\u001b[0m=\u001b[3;35mNone\u001b[0m,                                                                                  \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│   │   \u001b[0m\u001b[33mtype\u001b[0m=\u001b[32m'ApodizationSpec'\u001b[0m                                                                       \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│   \u001b[0m\u001b[1m)\u001b[0m,                                                                                               \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[2;32m│   \u001b[0m\u001b[33mfields\u001b[0m=\u001b[1m(\u001b[0m\u001b[32m'Ex'\u001b[0m, \u001b[32m'Ey'\u001b[0m, \u001b[32m'Ez'\u001b[0m, \u001b[32m'Hx'\u001b[0m, \u001b[32m'Hy'\u001b[0m, \u001b[32m'Hz'\u001b[0m\u001b[1m)\u001b[0m                                                      \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m \u001b[32m│\u001b[0m \u001b[1m)\u001b[0m                                                                                                    \u001b[32m│\u001b[0m \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m \u001b[32m╰──────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m                                                                                                          \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m     \u001b[3;33mapodization\u001b[0m = \u001b[1;35mApodizationSpec\u001b[0m\u001b[1m(\u001b[0m\u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[33mstart\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[33mend\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[33mwidth\u001b[0m=\u001b[3;35mNone\u001b[0m, \u001b[33mtype\u001b[0m=\u001b[32m'ApodizationSpec'\u001b[0m\u001b[1m)\u001b[0m    \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m           \u001b[3;33mattrs\u001b[0m = \u001b[1m{\u001b[0m\u001b[1m}\u001b[0m                                                                                     \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m    \u001b[3;33mbounding_box\u001b[0m = \u001b[1;35mBox\u001b[0m\u001b[1m(\u001b[0m\u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[33mtype\u001b[0m=\u001b[32m'Box'\u001b[0m, \u001b[33mcenter\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m\u001b[1m)\u001b[0m, \u001b[33msize\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m20.0\u001b[0m, \u001b[1;36m0.0\u001b[0m, \u001b[1;36m20.0\u001b[0m\u001b[1m)\u001b[0m\u001b[1m)\u001b[0m              \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m          \u001b[3;33mbounds\u001b[0m = \u001b[1m(\u001b[0m\u001b[1m(\u001b[0m\u001b[1;36m-10.0\u001b[0m, \u001b[1;36m0.0\u001b[0m, \u001b[1;36m-10.0\u001b[0m\u001b[1m)\u001b[0m, \u001b[1m(\u001b[0m\u001b[1;36m10.0\u001b[0m, \u001b[1;36m0.0\u001b[0m, \u001b[1;36m10.0\u001b[0m\u001b[1m)\u001b[0m\u001b[1m)\u001b[0m                                               \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m          \u001b[3;33mcenter\u001b[0m = \u001b[1m(\u001b[0m\u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m\u001b[1m)\u001b[0m                                                                        \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m        \u001b[3;33mcolocate\u001b[0m = \u001b[3;92mTrue\u001b[0m                                                                                   \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m          \u001b[3;33mfields\u001b[0m = \u001b[1m(\u001b[0m\u001b[32m'Ex'\u001b[0m, \u001b[32m'Ey'\u001b[0m, \u001b[32m'Ez'\u001b[0m, \u001b[32m'Hx'\u001b[0m, \u001b[32m'Hy'\u001b[0m, \u001b[32m'Hz'\u001b[0m\u001b[1m)\u001b[0m                                                   \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m           \u001b[3;33mfreqs\u001b[0m = \u001b[1;35marray\u001b[0m\u001b[1m(\u001b[0m\u001b[1m[\u001b[0m\u001b[1;36m2.e+14\u001b[0m\u001b[1m]\u001b[0m\u001b[1m)\u001b[0m                                                                        \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m \u001b[3;33mfrequency_range\u001b[0m = \u001b[1m(\u001b[0m\u001b[1;35mnp.float64\u001b[0m\u001b[1m(\u001b[0m\u001b[1;36m200000000000000.0\u001b[0m\u001b[1m)\u001b[0m, \u001b[1;35mnp.float64\u001b[0m\u001b[1m(\u001b[0m\u001b[1;36m200000000000000.0\u001b[0m\u001b[1m)\u001b[0m\u001b[1m)\u001b[0m                         \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m        \u001b[3;33mgeometry\u001b[0m = \u001b[1;35mBox\u001b[0m\u001b[1m(\u001b[0m\u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m, \u001b[33mtype\u001b[0m=\u001b[32m'Box'\u001b[0m, \u001b[33mcenter\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m, \u001b[1;36m0.0\u001b[0m\u001b[1m)\u001b[0m, \u001b[33msize\u001b[0m=\u001b[1m(\u001b[0m\u001b[1;36m20.0\u001b[0m, \u001b[1;36m0.0\u001b[0m, \u001b[1;36m20.0\u001b[0m\u001b[1m)\u001b[0m\u001b[1m)\u001b[0m              \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m  \u001b[3;33minterval_space\u001b[0m = \u001b[1m(\u001b[0m\u001b[1;36m1\u001b[0m, \u001b[1;36m1\u001b[0m, \u001b[1;36m1\u001b[0m\u001b[1m)\u001b[0m                                                                              \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m            \u001b[3;33mname\u001b[0m = \u001b[32m'field2'\u001b[0m                                                                               \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m     \u001b[3;33mplot_params\u001b[0m = \u001b[1;35mPlotParams\u001b[0m\u001b[1m(\u001b[0m                                                                            \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m                       \u001b[33mattrs\u001b[0m=\u001b[1m{\u001b[0m\u001b[1m}\u001b[0m,                                                                          \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m                       \u001b[33malpha\u001b[0m=\u001b[1;36m0\u001b[0m\u001b[1;36m.4\u001b[0m,                                                                         \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m                       \u001b[33mzorder\u001b[0m=\u001b[3;35mNone\u001b[0m,                                                                       \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m                       \u001b[33mtype\u001b[0m=\u001b[32m'PlotParams'\u001b[0m,                                                                 \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m                       \u001b[33medgecolor\u001b[0m=\u001b[32m'orange'\u001b[0m,                                                                \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m                       \u001b[33mfacecolor\u001b[0m=\u001b[32m'orange'\u001b[0m,                                                                \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m                       \u001b[33mfill\u001b[0m=\u001b[3;92mTrue\u001b[0m,                                                                         \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m                       \u001b[33mhatch\u001b[0m=\u001b[3;35mNone\u001b[0m,                                                                        \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m                       \u001b[33mlinewidth\u001b[0m=\u001b[1;36m3\u001b[0m\u001b[1;36m.0\u001b[0m                                                                      \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m                   \u001b[1m)\u001b[0m                                                                                      \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m            \u001b[3;33msize\u001b[0m = \u001b[1m(\u001b[0m\u001b[1;36m20.0\u001b[0m, \u001b[1;36m0.0\u001b[0m, \u001b[1;36m20.0\u001b[0m\u001b[1m)\u001b[0m                                                                      \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m            \u001b[3;33mtype\u001b[0m = \u001b[32m'FieldMonitor'\u001b[0m                                                                         \u001b[34m│\u001b[0m\n",
+       "\u001b[34m│\u001b[0m       \u001b[3;33mzero_dims\u001b[0m = \u001b[1m[\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1m]\u001b[0m                                                                                    \u001b[34m│\u001b[0m\n",
+       "\u001b[34m╰──────────────────────────────────────────────────────────────────────────────────────────────────────────╯\u001b[0m\n"
       ]
      },
      "metadata": {},
@@ -610,7 +621,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 9,
    "metadata": {
     "execution": {
      "iopub.execute_input": "2023-08-18T23:43:59.945946Z",
@@ -623,14 +634,12 @@
    "outputs": [
     {
      "data": {
-      "image/png": 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ljkoVKQjxJefo6+5BlSpCuSrREF9olGoW4jOMI8IMlDGvCNc1je7NuzYdD6pYYedl5uVK0Tood9ttHVSr7gxYqRoXSdRSBso8KMM4EsxAGfOKsFvu6J5iD8qXKdLIQl1NZOZSkIPKy8wLPKgqlCsSrzQR5L4a1i/KMI4IM1DGvGLiQPdW61nvJ1ZpvJ2DmkzF12UdVLOhlJMQX8zDalgxWcOYNmagjHlFbay7Z9LOHw12yUE1klJHlbhxaav4uuSgWnUoVd1f1INKDJSUimsCGobRHTNQxryiERio+lg+xNfMej9FHlSFQgWe95g6Bip/Dm0lPaWq8RCfl7f3DcdFFIZhTI4ZKGNeUZ+k1XquVUYXFV+5oBafzzlVB4pzUB2petwL80arf0nJQnyGcYSYgTLmFWFYLx7ic7ftEF8XFZ8U5KDaxWL70udsj6u2w4TlghCfbzvfN1yyEJ9hHCFmoIx5Reg11WMGyns/XdZBORVfsfczWS0+vwDX95TqloPqHxYzUIZxhJiBMuYVjXFnHUqVohCfu21Xgei6ULcgfJdd7JsJA/rHPgcVVfG1c1ClaMt4wzAmxwyUMa/wXtPgilLXHFRloIvMvKFI2RmYKXlQGSPmn8Mv9i3quAvQvyTuYfnz/u0vbuM/rz8YHTeMxY4ZKGNeERqookrlEAgcijwo3w+qQAABnWKxms1BeQ+qIoVt4/1C3b6lxSKJp+6rMbavxS1X74uOG8ZixwyUMa9oX/iXlLrX0RsoJY/z58gq8NIF9vPtNrJKQG/ASmUKa/G1Q3xDJfccrfxc9/680d7HMIw89s0w5hXNulPfVQbi4gMfnusmM9cgB+Ufp8e1LaKIjXsD5lV83apR+LYfMSM2vt/l02KeoGEYZqCMeUazrpSrxVXEm5kcVDeZeblSLIIolV0I0D0u8KASI9ZtHu22HxFj6usKin0LDSOKfTWMeUWr7rybcl9cfKBTVfFVBfEGKBLCk2SdFOS9n46Kj8J1UK2GMzx+Ho2YgUo8qPq4RkOAhrHY6YmBEpELRORBEdksIldExt8iIjtF5M7k723B2KUi8lDyd2kv5mPMb279hwNs+8+J6FjHg4q3ufCeS7kSX4irLU3KFHVCeNk8VavhvCMRZ8SyFdH9/qVyIpKIGsHEkFa9J1dsoFBryWEYMabdUVdEysDHgFcBW4GfiMhNkdbtn1fVyzPHrgLeC2wEFLg9OXbvdOdlzE+evKfGD/7PflY/vcJ/+dK63Hir4S76pYpEvZK2BLziShllZebhGiafg8qH8KBUcoYlVg5JgxBfuSrRdU4ujChtA9WI7BMapYmDLfqHLaBhGCG9+Ea8ENisqo+oag24Hrhoise+Bvimqu5JjNI3gQt6MCdjnrLnMRdPC/s+hTgPyhmGaH4pCL/FisH6x1JxRspty55D2+E9iUjRU0auSKqeVDtvKwG7FJQFmDhkXXcNI0svDNQJwOPB463Jtiy/ISI/FZEbROTEwzwWEblMRDaJyKadO3f2YNrGXGR0d6JsK2jy16wn3lFfUe6n40HFShmlqkAUeFDa6IT/SpW80KJt5LxUvaDgbLniOu66eUcM1CSFbw1jsTNTMYUvAxtU9bk4L+m6wz2Bql6jqhtVdePatWt7PkFjbjC6213ttcChaDU6HlS0UrnPD1Wdcem2hkmKPKiWthV8LsRX4EH5xb6FPacCDyoSjmzU3GsB67prGDF6YaC2AScGj9cn29qo6m5V9VnvTwAvmOqxxuLCt3GvjcaVba7VunTN/UDQTiPn/bhb3w8qPCbcx4f/XIgvc47AyBUt9m133O1moMaV/mXuK2hroQwjTy8M1E+A00TkFBHpAy4Bbgp3EJEw230hcH9y/+vAq0VkpYisBF6dbDMWKRMjgbJtJGagaKv4iuTd4CuNR1R8qRBffB2UX6jr94sZMD/WXuyb8fhaDR+KLF6o25hQBpebgTKMIqat4lPVhohcjjMsZeBaVb1XRN4PbFLVm4D/JiIXAg1gD/CW5Ng9IvIXOCMH8H5V3TPdORnzl9AoTRxq0b80/RsqXAelTV+2SDrjzY4H5bybbiE+ty0fBqQd4nNCi/QcvYrPF5wF73UF52h4mXnyHAUe1NLj3EFmoAwjz7QNFICq3gzcnNn2nuD+lcCVBcdeC1zbi3kY85/aSMcViSnbmo1OJQnIGwbvqZQqSaXxyBoncPmndimjiJDC56diIoisUtBtUyAwlN6DqhaH+Jo1ZcCH+CwHZRg5bOGFMaeojWi7+sLEwbh8u1x1C2Qhf+H34TmRSTyoxICF29r7NDoiiZiMPOul+Xll9/GeHsTDkfVxZcBCfIZRiBkoY05RH22xZHXxRbtZz4TO6llxQifsNpnMvFDF1wxk5pGeUak8V1G9vgaphbpFOagBE0kYRiFmoIw5RW1EGVrlrvrNAgNVrkqhZ+JzP+CMRy6/lGk2CHEPKZ2DypZL8ucPPKhMGLDpc1B9yeOMp9esK9rEDJRhdMEMlDGnqI8pgyuKL9q+1FGRZ+IrkQNJnbz0eNhs0HtQ2XNo1gvLtdsIRRLpbalzhDmorKdX832tnBKwKAf12G3jfPMDe3MydsNYDJiBMuYMqkpjorM2qB65aLt1UMXqOK/yA18FoljF1+kHFalmHnhh+TyWP3/gQWUMofegisb9ayv3C5X+eF1BgC+8bSd3Xn+Ikd1WCslYfJiBMuYM3pPxwoGo8q3uSwgVhPiSVhoQL/SaajbYrR9UKchBdV2om94WPk+5Ih1DmjFy3jusegMVMcah17TrZ5EklmEscMxAGXMGn3MaWFosvW41nAGqVAvUc43u+aNQxVe4Dmqyc4QLdbsUnE219MgYUv/aKgOJgYqEM0MV48GnIr3rDWOBYwbKmDP4i3T/0uImf76aeVcPqhKq+IoqkQct3bN5qhZBmFCiLeHd2CTlkiqdShPZPJd/bZV+oTIQ96AO7eg88dheC/EZiw8zUMaMUhtt8eh/jEXH/EW7v5sHFZQ6ggIVX7vQa/FC3VRL91beiLUX6saUgKmeUgVhwka4HquLB9XvFIndWsIDjJqBMhYhZqCMGeVLf7ybG96+i70/z4esfIivOujaaRSvg+qijqt396BS3k9ReC4wclLOe1CtVKmjzjHpc3Tm4Sqvp8/hX5v3oGKCkPpoxyiZB2UsRsxAGTPKY7eNA/DEnfmW7v6iXe6L52VaTdeuvVylsAhrqtBrhYhxScbCQq+xjrphP6iilu+hSq/Ag4J40dowB1UtyEG16xJKcQNHw1jImIEyZhRvWPY/kfegUnmZmIFKDukW4msm6jlwRqhooW6q0GusmrkXSZTiKj9//kIPqtmZR7kiuXn611ruE8r9El2U7OsSDh9TpjZqBspYfJiBMmaMiUOttucwGlnX05xEOOAv8qVqcRHW1lQ9qIogpc4xqX1S/aCKQ3wplV4kTChtJWB+wXD7tRZ4i9DxoIbXlKhHWo8YxkLHDJQxY/huuQAju/J90htJ1K/cJ1T68otXvZdSrlBYLDY0LtE6etGFuvl9JFzsG2kJ78Y6YcLsPr5hIRDtXeXl8aWqM1CxHJT3mpasNQ/KWJyYgTJmjLF9gSptz5F4UO62FIT4cgYoqCQhXfNHUhjiS5VLKk2yULdQaOFyT/65YpUmwBmvSl+8O3BtxEnqB1eUos0bDWOhYwbKmDHG9ycewZpStNdTKJIoRzwo74WUq53QWrTZYKW4CoQGxkUK80eBiq8SF1EgIKXAg4ou9u14UNnxzmtxisWYzLw20qJvuER1qER91AyUsfjoiYESkQtE5EER2SwiV0TG/0RE7hORn4rIt0Xk5GCsKSJ3Jn83ZY81Fg7eg1p2fCXVmNDTll73xT0ov5YoFVqLScQPt45epBxSquV7TKEX5JeKz9GRuxeG+CpxYwzOg+pbIvQNioX4jEXJtA2UiJSBjwGvBc4A3igiZ2R2+09go6o+F7gB+J/B2JiqnpX8XTjd+RhzF+9BLVtXjoaswhBfTHrdDFV8bXHCJJUkuoXnCkQSmgrxxdpxhF4auXloS3PVKHIhvsAbLFqoWxtV+oZK9C0p0WrEK2sYxkKmFx7UC4HNqvqIqtaA64GLwh1U9TuqOpo8vA1Y34PnNeYZtSRMNXxMuasHVe4nKr2Ohfi6LbItlQFNG5iwkoQP8UVFEsk3Q6JKwO4eVChD9/ONVbxwY06R2GqQa6lRG2nRt0SoDrnz1CNeVG2kxS3/cy+7HrZissbCoxcG6gTg8eDx1mRbEW8FvhY8HhCRTSJym4hcXHSQiFyW7Ldp586d05qwMTvUR1uUq65aebOWv2g3JpFet4K8TVHux1eagPg6p06Iz5UhkvIk4blYHiulFMzPoyOH988V86Bweayye73tbQEuxFeib4m0H2e5+/+NcPunD7HpUwdzY4Yx35lRkYSIvAnYCHw42Hyyqm4Efhv4axF5euxYVb1GVTeq6sa1a9fOwGyNXlMbU6pDJfqXuI9dNq/SDCtJRMr/NIO8TaksIHkPSpthaM3dhsYjLFMESZ6qmQ7P+e2QhPgiIgrJelDBPLzH1ZGZ5xcMu7YhzkgWdd31HlTfUPz9Anjqfif/e+qBiAzQMOY5vTBQ24ATg8frk20pROR84CrgQlVt17lR1W3J7SPAd4GzezAnYw5SH23RNySFHkFjQts18irViLAgkGaDLwZbvP6oXa089KC8kStYK5UNz8XzWIEBi6yD8nNKtezI1QzUTt8q70FlDFRjXKkOFr9fQLum4YFt+XVlhjHf6YWB+glwmoicIiJ9wCVASo0nImcD/4AzTjuC7StFpD+5vwZ4CXBfD+ZkzBI/+Nv9PPTt0ehYbVSpDgl93oPK5KEaNaXS37loZ9cGhZUkoKgYLCkVH2RyUM208ZByWkbeLoVU6YyjHc/K7ZM2cH5bOO7n529zremT1vX+tULEQE0o5T6hmnhQMan5yE5nmMYPtKJ5PcOYz0zbQKlqA7gc+DpwP/AFVb1XRN4vIl6V92FgGPhiRk7+LGCTiNwFfAe4WlXNQM1Tnrq/xq0fP8C/vmN3dLzeVqUlHsGhjFdRI2Og4iE+f2EvVfMNC5vB+iOJGA9tgpTcGibI55hyHlQ5vR2cseoaRvQeVMXPN54ra3uCVd//Kv1aGhPOYHuRRNYAqSqHdjRZepyb5MEnzYsyFhaVXpxEVW8Gbs5se09w//yC434InNmLORizz/afdq6wo3uaDK0qp8Zroy2qQx2PIJaDansVVdc40K1rSnelbV/4K7FisKE4IdmW8ZBKwbSyOaish9URWnTmluoXFVPxRT2ovODDj3dEEnkPqtIn9HkDlfGgJg4qzTqsObXKwSebjO03D8pYWFglCaNn7A6kzrsfycuenQfVJQdVU8r9mbBXcNHOeVARdVxYwSHm/YRrmPw5NGpc3G1bit4K98lI2ZnMg4qr+DohvmRbLW0oWw0nt68Oxhs4eo9qxYnuicb2mgdlLCzMQBk9YyQoBhu2K/e4HFSpOAc1kc5BAak8VFgeCBLxQZdGgZ38UPrCL108KI2IJPx5O+fIPId0XwdVKlgH1Q7xRXJQ7UXLA0J1IFkHlTNQ7vHyE9wLsqaGxkLDDJTRM8b2tlj9NPdrPtZOo56E+Io8qOaEUkm8iXZeJriwt4KFupD3oNoVHLIKu6xxKXc8KClnx/My83A7pPtF+X1T66CyHlTBOqhuKr5s2SeAxnj6PfX1DJefkHhQFuIzFhhmoIyeMbq3xcoNVUoVl4PKUvMhvqF4yCoM8VUiYa9mNrdTTsvMwzp74W33HJRE80eSEVpkw4Cpc2QMUNuQVoo9KL8OCuIiibAlvF+YnFXxeQM/tLpMZUDMgzIWHGagjJ4xurvJ0OoSgytLuXYa2lLqY0p1sORyLpIPWXlRAMS9ilYuxJcxDN5z8R5WTIGXzUGVMxLyZtr7iQotmiCpPFZ+PDy2HJHDh+ugYiKJsDcWQHUwv3DZh0j7h4XB5SXG9sVzUF+9cjdf+dPduVJKhjHXMQNl9ARtKWP7WwytLDO0qpzzoOrjCgp9Q4KIy6vUx7Iy8yAHFWlImC0hlJVvh3X2wlvNhPBC70eKFup6GXopvT12jtxi33aIr/NaYv2iuokkwsK5ANXBUu79qiUhvr5h96Mg7Lfl2fVwnfu+PMr9N4+y436r12fML8xAGVOm1dTCoqTjB1poE4ZWlhhaVWIkk4Py4SkvMa8OSi6n0piIqfiC5w+qmUPeg2o3Aezm/TRIiySy3k9uoW4kxJfJY2VzUFklYKmSSOabaWPbbaFuO8SX5J9i7Ud8iK9viTC4ohQN8T11XyduuPWOidy4YcxlzEAZU+Z7H9nPJy96kntvGsmNeVHE0OpS1IPya3j8mp5Ym/NGuA4q5lXU8+G3ViQHlc0fdZWZZ3JQeRWfP65LHquaXezrhRZdlIBB59+YtxiKJADncWber4kkxNc3VGJgeSkqktjzaAMpuwK9O6xenzHPMANlTAltKXff6AzTPV+KGKhkDc7gyjJDq0s5FZ9flOurIhS1dM+F+OppA+WrkEN+oW5HnOAeR9co5UJ88WKyHRVf3sjF8lipc7SL2pK8ls78w9ea9aCKRBKQ5KAyC5trh7QtohhYXmLiQMRAbamzYn2FNadW2fe4rZMy5hdmoIwpsf+JJuP7W1T6he1311LCAnAKPnAhvoFlLl8SXpDrbQ+qE+LL5aCi66DiF3WIiCS891Pt4rk08uG5bPjOHetufahPm8VGLl8uKV8z0D132gvrrIPyry94re3K7u5xpUAk4SX7A8tKLsyaEULsebTBqg0VVpxYZt/WTCLMMOY4ZqCMKbHnUecWnP7aIeqjyr6t6V/jnRBfmf7h/ELc+hQ8KF8cFTqhrdCraDW0LZCASIgvW0U8UixWm53QmttHaAWORy7EFwsTNjrhw/g80s/f9gbDfFlQ6iga4suIJPoiBr02ovQl7/XAMtd1NytFP/BEgxUnVli+vsKhp5rUx+NSdFP4GXMRM1DGlNizxV1dn/6yAQD2PZ7+Ne7L7AyuKNG/1H2sJg52LnrZHFR1oJTPQdUm86A6rTQgXyU8VgMPIjmobgKHooW62TBhaOQKxRqZPFZBiK8yJZFEKVrqKPSgwIlVPPXxFrURZWh1mRXr3SRibTl+ct1B/uaF27j/5nzo1jBmEzNQRpvN3xlj83fHomN7HqkzsLzEcc9xMacDT6QN1OjeFgPLSpSrQv+wu2j6SgeQV/FVMjLzVkPRJlT63eN23ia1Diod4svLzAs8qMw+kllkG6vFJzmRRLBP1sjllICdc4e3KWNa11THXSmlx5tZkUQkxDcxou3mj/3LEwMVCCX8WrQlq0ssTwxUNszXaio/+sQB6mPKD/7PAfOkjDmFGSgDgIf/fYwb/2gXN16+i6235+XIe7a4XMbwMWVKFdifudCN7m4yuCq5WLY9qM7F0osk2h7UYDrE50Na5exC3dDryIX4suuPku2Z3E9OIh54YVIqqGaelZkXFIuFWDWKTKkjXwU981pSxjbTXsR7UF5279aNZUUSHQ9qcHnegxpNaiMOrSqz/PjEg9qe9qCeuLPG2N4WJ5/bz77HG+x80NZKGXMHM1AGAD/9lxEGlpfoGxbu/MKh3PieLXVWnVKlVBaWrauw/4n0hW5sb4uhlYmBGs4bqI4HFcqmO+NZ1VpMxdeqa0YkEQ/P5VR8WYFDl/BcYT+o4HnCpoh+n9D45Dwo7w1mlH6hoSz3FYT4fOmnQaHRJQfVvyziQQXS/yVrSpQqcHB7+ofFz388DgKves9KAB7+93FiHHyqkTJ+hjETmIFaJEwcanH/zaPRKuP1sRZbfjjOGb88xKmvGOSxW8dToZ6JQy1GdrZYdYq7Ki87ocz+bfkQn+//5C+aE0FDwtqoIqXggjsg7Ysw5ENa8WrmmYt6VmZeUEevW7HYXKmjXJhwCnmsonVQWQ8qI5IoB95guSqpwrhtkUQQ4mvW04ZyshyUX4s2tLqMlISlx5U5kGlquGtzneUnlFl5UpU1p1V5fFPeQG3+zhj/8Krt/N8LtqdaqhjG0aYnBkpELhCRB0Vks4hcERnvF5HPJ+M/EpENwdiVyfYHReQ1vZiPkWZkV5NP/fqTfOVPd/Pp33ySQ7vSF6ktPxynMa6cet4gJ79ogNE9LXZt7lyIvIJv1YbEQB1X4cD2biG+JAd1MK3iqyZljsB5UKFHkA/xue05kURwUS+qRN6tkoRGGxZ2HrdVfBVv5JLtGSMmwTensJJE2a/X6swfnGIuLHUEzhClXuuE8/T8PGItNyYOtdqtS2IGylfz8J7tsuMqua67ux+us+bp7k098Zx+nrizllt79vX37XE9pwS+9md7cksMAMb2NXnynlquKK5hTIdpGygRKQMfA14LnAG8UUTOyOz2VmCvqp4KfAT4UHLsGcAlwLOBC4C/S85nBIwfaPHkvTX2/ryeS2KrKg/dMsY//+5TfPLXnuQn1x1MX5BV+eqVuxnd0+JVf76SiUPKdz+8L3WOh24ZY2BZifXP7+fEc5xK4fFNnTzUnkfdFXfVKe5CtvS4MiO7Wp0LblCHD4IQ36EwB6XtNVDgQlahR5ALabVl5ukLfypvU5FM+SB3K7nwXOe15nJQuVp8RUKL4nNkc1DZdhvZdVDZkk3gc1CdczRqHck90G5a6A1Us640a7QFKX1LBCmTWqw7uqfpOhgnxy49rpz6YdGsK3u2NFh9amKgNvZTH9NUeaRHfzDO6O4Wr3z3Cl7xpyvYfneNB/5tlJDHfjTOx8/bzj9d8hTXXvgk2+7M5zB3P1Ln/ptHeeT7Y9FK95C0SzGRhhHQi5bvLwQ2q+ojACJyPXARcF+wz0XA+5L7NwB/K+6n9EXA9ao6ATwqIpuT893ag3kV8smLt7s1KQqq/jb4YqS2B9sI9s2MQdExWni+9jG4C2Gl31UEGFzh/ho12L25zsGnOl/opceVOe28QZ7+skHG97e4/bMHeeLOGitOqrBkdYnvfngfW2+f4Ff+5yqqAyXu+uIIj906wav+fCVn/dYw+x5vsOnTB3nJHy5n5UkVWg3l4e+O87SXDVCuCsuOLzO0qsST93QuUnu2uHI5vnPr0mPLoM4zW7au0qnDl3hQ5apQHZSUzNx7UB7vETQmlL5K5+LsRQFSci0msh5UKcxBVTtVG6BjANr9ooJ27e19mqQ9qAIFnnQN8Wn+HGGOKmOAOvm0zuvwx3lyIonxjuQeOnJzn8urBWWOwFXXGFiWLnc0uqfFktWdiS5bV+bgU81k/sK+nzdoNWh7UOtf0Plxcvzz3P37vzrC4MoSJ794gFIZNn36IN//6H5OO3+ISp+wa3OdL/3xLpafUOac31vKrf9wgOvfsoNfesdyXvCmpTy+aYKffPIgW36YDh2ufUaVE57fj5Sch77n0QaHdjbRlgtn+u9AdahEY6xFfUxp1Fy/L22BiPsfiTgFpJTctoXAfLPRv/AHy3nW64aOyrl7YaBOAB4PHm8FXlS0j6o2RGQ/sDrZflvm2BNiTyIilwGXAZx00knTmvDaZ/a5ygAi7kMt/jn8k9He7rZJZzwYQ9qHBtsz5yRyTHCQv99qKY0xZfxAi7F9LfY/0aRUhvUb+1n7jCorT64wtrfFI98f564vHuKOzzohw7J1ZV793pWc+WtLkDLc8dlD3PKhfXzhrTs589eX8N0P7+Pkc/t53m8uAWDjpUu547MHuf2fDnL+VSvZescE4/tbnHbeoH+fWXdmX9pAPVpnxYmV9oV26bHuonfwKWeg2sn4VR0PqW9Y2tW2odMLylMZSDyCMaVvSb72HLgLezbc5A0beIFD2vhAIHBIDFW20njKuJS619Frh/gyXXfTC3Xj66DyjRM73o9/fZ3XmhVJpN+L6mBi0BNhSbtQ7HBnn4Fl6XJHI7ubqf/J0nUVtAkjO5ssPa7SLvy7OjFQS1aXWf20Co9vmuBFb3VGcPN3x3nOxUvac33Zn6zghrfv5M7PH+L01wzxL3+wk8qA8Pp/WMuydRVOO2+Ir793D//+v/bz7/9rP+BEGi/978t52ksHGN/fYtsdNR778Tj3fcWtu1p5UoUTN/azbF0ZKQu1kRbj+1uM7W1RG1MGV5VZNpj0xSo7Y6RK21i5v/hVXXXhGK65yuCKoydl6IWBmhFU9RrgGoCNGzdO6zfGr3xodU/mNBs87w3DTBxyIb9KnzMmYbjpBW9ayvAxZb56xW6eeG+N1U+r8Lq/Wt3O/QyvLfOsXx7inn8d4SWXL+P+r41S6Rc2/MJA+xzHndnHw98bZ+JQi/7hUlti7hlODJQXXIR1+Dz9w6XcOqhqEOLzF9x2yCpTOQG8geq89liIr5kxPhCE1goEDqFxkUq2jJE/NrmNLvbNKgEjFdNLzgv0r8Nvh6BWXybEF4okmkHzRsi/XxNBqw2PK3fUOcfo7lbb6wX3Ywac1HzpcRUneBDaXZDB/SC6/6ujtBoudNwY19Sv41NeMsDJL+7nBx/d79ZPjSpvvO4Ylq2rtOdw4f9ezeZbxnjy3jprTq1y2nmDqf/riRsHOPeyZRjGZPTCQG0DTgwer0+2xfbZKiIVYDmwe4rHGhn6h0uc/KKBwvFnvnqIE87uZ++WOuue15/6JQ6w8c1LuedfR/nBR/dz/1dGedYvD6XyQ+vO7AN1rRrWv6CfvY/VOeUlnecLPSjoLAgNf633Ly1lKkmkw03tEN94OgflxRH+ftcQXwVQ2iGrnLx7qqWOIiIJ35Aw1vI9rwTMe2HZEKCff3gbCj6yIonGRDrE1xZJjPkQX+JBBf+3/mWlzELdJsef1XlDvRE5sL3JCWd3FHw+RwXOeNz1hRF2PFDn3ptGWHZ8mROCcwC87i9X882/2MvI7ibnXbGCY89Ij4sIp503xGnnYRjTohcG6ifAaSJyCs64XAL8dmafm4BLcbml1wO3qKqKyE3AP4vI/waOB04DftyDOS16hteWGV4b15usfUYfp18wyJ2fH6FUcQYrxFeL2H53jeG1ZZo1WP30zkdlYHmJSr+0FWEdA9XFgxrTVA6qnVNJFp9ma89BPi/Tyqj4wmKwoZIuK05INSyMFIuNLtRNXkq2H5Sqq3iRUwJmqlWkRBQZkUSznt7uX2stqKMXln2Cjkii0TZQnW66nsHlJfb9vNF+HWN7WywJ/idLj0s8qCfdPqGCz+NFMrd/9iCP3TrBSy5f1vYEPcNry/zaR9dgGEebaRuoJKd0OfB1oAxcq6r3isj7gU2qehPwj8A/JSKIPTgjRrLfF3CCigbwh6oal/gYPeWCD6zihOePcMzpfaw5NX2RGlxeZsWJFbbfXWtf1MJfySLC8LFlDj3lLnRhHT5P/1LhwPYuKr6MB9WcmNxAZddBpXI7/RIYqGIPKi5wIBhPthf0g+rI0MNzZJSAdVIVL7IiiWzr+thrzYkkBjMe1CGfg8p4UEkOanx/C225/E97fLhE/zL3w8Ir+J72skFChteWOeWXBrjvy6NUB4Xn/sYwhjFb9CQHpao3Azdntr0nuD8OvKHg2A8CH+zFPIypUx0o8fzfXlo4vu7MPrbeMcHyE8pU+iX3S3vpsWUO7uh4UL4On6d/uBRdB9V5/nROpRPiS+egstXMszko6IgSsvkjKTkVS7eGhVLK1uLLeGGZlu9ZA+b3zRvBiCH1Ib5GPsRXrqarZjRqaVFJ5/1y72mnWWFGJHGwhbaUkaDMUcjyEyrs3dJg72NpBV/IBe9fxY+vPcDTXz5Y6IUbxkxglSSMKMc/r4+DTza578ujrD29mrqogzNQh5Ic1MiuJkvWpD9KfcOldiUJVY2o+DIGqhYzUJGGhWGIz6v0vHw740FBpAxRrpdTNkfltycqvkxPKb+v5EJ8ncetRkZCnmm34efbzYNqZnNQGZGEz0H1p0QSgrbcWCwvCE7evfNnNZ6811n+456dzh+B86Je+e6VXfOchjETmIEyopz6Shf6Gd3T4tSXD+bGh491a2q0pRzc0WT4mPQv7YFlrhisX1CqTaIqPp9TKQzxFbSogHxup73+KJP/6d7LqUhmTurWy5izQozOOYJ5NjJtQdqGNC2SyIYBG11EEpWsSOJQur8WpKtJeOl/KEwBl38c2dXi0e+PUR0SVm6YN0JeYxFiBsqIsmxdhfP/bCWnnT/I2W/M5yGWHlum1XAGbCRioMJqEtlK5uBCjBCG+Nz21EU5K5JoZOrXVdKeSbaCg7+floBnVXy4BdQZA9ReqJtp+Z41YO3nyMjhQw8rG4qMroPKVJJoZkUSA2mDXhttUR2UVChxIGi50a5kvjr9FT/mme4NfODfxjj2WX2p4w1jrmE/n4xCzr5kmLMviSfJ21LzJ5sc2tnM5SrClhteBea9JghEEhPBOijJV1cIlW35hoXutu1BZeroQUwCnpeI++3lkl8nRXvdWPY5ojmosuSMYMrTa7fb8OP5eWYl9fXx9DooKUmqh1btkKYW6ULGg9rTRMqdbZ51Z3ZCeuHaN8OYi5gHZRwRS491V+4dD9RoNch7UEFXXR+O6ltaHOLzsmqRrFfRyWM16+nFrW3jkvWgCiTgMYm493Q6Bkij474flMaeIxJGTFddT88vug4qWzWjprn1a65FSWehri8U6+kPDNTI7hZDq0o5iXjfkhKvvGIFJ72on7N+awmGMZcxD8o4IoYT+fn2pCRS3kC5C+PEwVbbCwkT+qWKu/jXA5l59oIciiS0CSiZdVDuNluEtahjblQi3pai+3MVeFiN9H5ZIYY2nQEUkbyRK7l6cW1D2s5BpY1xq+FCjVKSXA4KfJPHpNTRqNK/pNiDOvhUk6WZ/4nnBW9aygveVKzgNIy5gnlQxhGxZJVrgOe77/ryR56waaFX84WLSkUk1bSwUVPK/ennCD2otncUC51545Hkl0IvLFTpFYXnIFiI29ScQs8dq6nbrBFMz4Oc6jGsK1ik4gMnBFF1wpKsgUqH+PIeVJiDOvhkg6XH2e9PY35jBso4IqQkrDql2m7Fsfpp6fU0Ptw0cbDVXg/VvzT9casEPaFiHkOobIte1DOhs5hhCHtGxYyLZBbiZnNUfi2VD/Flez1BfjFvVojh92lXkoitg2o3aNS2WCLmQXkDNXFIU4t0/Xi5z3U3Pvhks73I2jDmK2agjCPm2DOS/lDHllPhOwhVfNoueZTdpzooqYW6ofGBJOzVpUVFrs9SM2YYJBcCzIoo3LF0zpG5rod5rGy3XD8enr/Yg0rGoyo+d9uoabu6RjlnoErtsfpop5uuR0RYeqwrAlsb0baQxTDmK2agjCPm9Ne4KtfPeHV+nVT/sPM8xg+0qCVFY7MeVHVAOsVixzWl8gN30fYeVEya3clBdW6zsumwY25UIp4RSWgzb1xCJWC2WoWbhzdyHQ+pqwcVqcVXqXY8qGy7d0/Og1qS//ouPbbME3c5F8xCfMZ8xz7BxhFzyi8N8Lab17XbOIRISehb4npCNfuEcjWWUyl1PKjxfIivUu3koGJdaHNFWKOGIWZcDs+DknJnnZR2C/Elhkeb6cXC7Xl0UfF1clDanks0B/WU6zpbG2nlRBIAy44vt7shW4jPmO+YgTKOGBFh5UnFH6GBpSXGD7ao9EnOe4LEg0o8gvpEuhQSpJVt0S60mYW6GgmtpWTmEYl4R0beMYSSDfEFBWXjIb6IB5U5RyrE14iF+LwHBSL5qhqQyMzHWjRrbj4xDyos/JstAmwY8w0L8RlHjYHlJcb3taIJfXAVukMPKuyWC2llW9cQX1CEtTwVDyqWgwpk5DkjV8qfQ6IiCdrnyp0jFuKLGqhOiC+fg3Ihvk6zwrwHdfxZTgoppfwiXcOYb5gHZRw1hlaXGdndYrCVlph7qgPCQS8zH9d2G3iPD4E1axpV8WVl5vH8UV4ini2FFI4VhvgChZ4/b+c5MmKNSKgx9KDaxjbYpxKIJEjW61YysvvKoMvZ+bbuMQN0wtl9vPxdKzhxY39uzDDmG2agjKPGkjUldj9cp1zNCyTAhbC65aC8V9GodUJ8qY672QoNkdBaqSztvFFUIj7JQl2YQh4rJtaIeVDtdVBurVVY5SH0oLykPft+9A2WqI8pY/uLDZSIcM6ltgjXWBhYDMA4aixZU2Z0d5Oxfa3oxbQSqNLqURWfr2GnbbFEN5FEdB1UJe9BSfCzrN0xt+2FRYQWpc6x2m2hbrd1UFUJDCl5SX27qaG2jXZ1IL9uTFuuvQl0FuYaxkJlWp9wEVklIt8UkYeS25WRfc4SkVtF5F4R+amI/FYw9ikReVRE7kz+zprOfIy5xZLVZZp12PNogyVr8oqy6oC0i8UWLdQFaNRoNy5MGajc+qOIYSgLuTJFUQ8qvlAXsot908dF5xFR8ZWrnTVd2db1kBZJeOl9JZOT8zmnA08kBspyTMYCZ7qf8CuAb6vqacC3k8dZRoE3q+qzgQuAvxaRFcH4u1T1rOTvzmnOx5hDhE0Msw0NobMOSlWTHFRGVh1Kr6MiCa/iK/agwhxURyIejmdk5g2NqPikU0kiJrTIeXKxc6SLxeYW8iahy2ZN20Y7a7AHkjDpvq3uhfSbgTIWONP9hF8EXJfcvw64OLuDqv5MVR9K7j8B7ADWTvN5jXnAUNAsb2h13oOqDJRoNTrdYfMqPnfbrCmNSA7KN/zTQAIeryTRGXfbwvHkHKEHNRWhRTl/Dm+8sg0LIfGg2sVi8yG+SpBva3tQmZCn95j2JwbKPChjoTPdT/ixqro9uf8kcGy3nUXkhUAf8HCw+YNJ6O8jIlIoPRKRy0Rkk4hs2rlz5zSnbcwEYTXt2Hopn3Ma2+fckyKRhFPxRdYOxTyonMBhasViUwt1M98KKXWMS3Shbk7Fl85zubl21HvZxovZ19rOQWXeDy802b+1QXVIckbOMBYakxooEfmWiNwT+bso3E9VlbZANnqedcA/Ab+n6gMmXAmcDpwDrALeXXS8ql6jqhtVdePateaAzQdWBEYptmjUh/TG9jrrkPUYykH5H19AtdwXC62R3BbkoILwndvWGZfkGxAasVh4rr2Qt6tUvfM83StJpNdAQedxs66FOSjvMe3b2jDvyVgUTCozV9Xzi8ZE5CkRWaeq2xMDtKNgv2XAV4GrVPW24Nze+5oQkU8C7zys2RtzmlJZeOUVK2jWlaFVcZEEuPYQ0MWDmmyhbmr9UfrCnS706rZFF9l2XUs1yULdiAfVrVis6wycGg5q8TnBiJTJGduBFaX2PqbgMxYD010HdRNwKXB1cvul7A4i0gfcCHxaVW/IjHnjJrj81T3TnI8xx+jWGM97TKN7EwOVzUEFC3XbMvMwB1V2BWk7HXWJVJJI93ry21LnIGinUbBQNzSC7rj0c7gx52lpi9w5wkoSrbrmPKgw31Yfb+W6CwMMrSy1yy4NmoEyFgHT/ZRfDbxKRB4Czk8eIyIbReQTyT6/CbwUeEtETv5ZEbkbuBtYA3xgmvMx5hFtDyrJQRWVOmrUNepBQZLbaVciz6vjSmVJ5aj8Nk+u5XtBRfQpqfia8XE/b//8jZqmQpWp15qIJLLvBbhc2JJEbLI0UqDXMBYa0/KgVHU3cF5k+ybgbcn9zwCfKTj+ldN5fmN+4y/CYwUhvkqkiV/2wp7K7TTynouUOx5UXIGXFklEF+qmQnzdW3Z02rlnzhGIJJr1TkgvfA4pd2TmWW/SM7iqxMGnmqxYb0VgjIWPxQmMWSMrkiiqJNGsxauZgzMEraBKeM5zqUQW6qaKxfqxyRbqdmm3ERSc1YhS0D9n2G4ja2jBGWQvksgaa8+ypIXGMc/qi44bxkLCfoYZs0Z10P0+KpSZB8KBZs1Js7N5mXJFMgt108+RKnUUWajr6+GFa6VyKr6ydFfxVTvHttu5dysWW1PKK8hR7pN2JYkiD+rl71rJcc8Z4ekvHYiOG8ZCwgyUMWv4i/DI7qR9RKa/USgcaDbywgLILMSNeFCx8FxMxRf2g4p25c0pAdPP4Z8/1lbeP0/bg4rkoMD3e1LqE/EcFLj1ZC9++/LomGEsNCzEZ8wa/iLsi5/2D2cNVGdtULOWb4EOGXVcM6KeC8Nzzc4x4bg/1t3GclDpauduW0Sq3oyr/KAjklB1ryUa4hsUGuOtriE+w1hMmIEyZg2fcxrd7a7+fUsKQnxJNfOs8AAyxWBjHlSl+0LdbMNCjRg5KUtQCqn7OdoGLCuCCBYVu3BlxINKqrt3C/EZxmLCDJQxa1QG3DqmiYOu1UYsLIYkOai6FntQzTAHlQ/PoS6E162XkzYnCfG1VX6u+kTYyylcMBzLUUEnT9VMJPPliMahOuD6Y8UquxvGYsQMlDFrlMrSrtAda18uIlT6xDUsrBXnoJopFV/+OcBJ0GPGoy2SCEJ82Tp62XJJ+UW4wTqoSAgQOt5gK6mKEfegSs5AmQdlGIAZKGOW8eV7svknT7nPy8zzi3TBVZsI10Fla+BJ6N10yx+FeaxS5hzlyaud+3N0FhSn5+mfp9nokoMaEOqjSm1Uc4IRw1iM2LfAmFUGEwMVa8cBiTw78aCyF33oqPi0paD5Qq/eYGkgYIgp8NqVIgraxqc8rCIPqhHkuSKVJMCVOWrU4uFKl4NqURtp0TdkHpRhmIEyZhVvoIbXdjFQ7bxNsYqvmXhHuSriwULcqSzU1VaBRLzLQt7wHD7cmC/JlJQymnCGNJqDGhTGD7RoNYo9SsNYTNi3wJhVfMmeWMddSBav1uNN/qCzULftHWUX6oYKu4gCr1OLr1PoNeshSSkolxTxsKQkSCnrQaX38Y9ro74UUv619A+XmDjgxmM5OcNYbJiBMmaV4WPd1X7Vhkj8jjAHVeRBuRBfq8Bz6axR6uSgJPjUiyTGJSz0GitTFKr4Is6e97IKPajkcT0xUNlafNBpSAjQN2RfTcOwShLGrHL2JcMsWV3mjF8dio678j/dclBZcUJR+K1TCDZbLsm3dC+UiGdavmcNmNvHG8rJPKhW+3Vl6V/a2dZnIT7DMANlzC59S0o85+IlheNlLzPv4kGlGxpmxlMhvnx+yZ9Dm2Gh1/S4lCQI8eWNjzuHz4UVtAXJeFCxHFToQfVbiM8wLMRnzG18kdVmrbvMvNCDyiyizRofSKqVN+MydH+OzmLgfLUKt48LA/pQY1EliW4e1EBgoJassX5PhmEGypjTlKtBj6RIdQWfgyrK/bQ9qMQAFYbnmkEx2S4LdWNde90+WQ8qO093WxuJG1KAwZWBgSqQ3RvGYmJaBkpEVonIN0XkoeR2ZcF+zaCb7k3B9lNE5EcisllEPp+0hzeMNr5HUn28Fa3wnctB9eXHoVPINSpwKHsPyz/OLNRNVHyqijY1VQ29c45sDmqyEF/+HCtO7Fi+/mUW4jOM6XpQVwDfVtXTgG8nj2OMqepZyd+FwfYPAR9R1VOBvcBbpzkfY4HhRRKNcaUyGDcMzYa2DUORB6VJIdeY5+K77rYl4plvRaclRxcPqur7QSXzjtUVJAjxTeJBZYUchrEYma6Bugi4Lrl/HXDxVA8U9w18JXDDkRxvLA7KfUJjImm3EQ3xOePiW8Lncz/u1jcTjAocfIivqBJ5O0zoPKRoDirrQWVCfDmZeSRWICK86XPH8Ae3HJ8fNIxFyHQN1LGquj25/yRwbMF+AyKySURuE5GLk22rgX2qvok2W4ETip5IRC5LzrFp586d05y2MV8oV6W9eDUW4vMLdYtUfBIal0i1c+iIIIoW2UpQa6/ViC+y9VL0Qg+q6kUSxSE+gHVn9jN8jOWfDAOmIDMXkW8Bx0WGrgofqKqKiBac5mRV3SYiTwNuEZG7gf2HM1FVvQa4BmDjxo1Fz2MsMMp9MH4gaQkfC/FVOxXC3f7FhVxbDS0QODgZeadde0GYMNknVmm8vWC4UeBBTSHEZxhGmkkNlKqeXzQmIk+JyDpV3S4i64AdBefYltw+IiLfBc4G/gVYISKVxItaD2w7gtdgLGDCoqpxkYQkIgn3OC8z73hQzXqBB9VeqOuPyY8DtFrOg8oaMH9MSqxR4EF1E0kYhpFmuiG+m4BLk/uXAl/K7iAiK0WkP7m/BngJcJ+qKvAd4PXdjjcWN9Wg5E+lP/9xdSE+uogk3G0rEVLEqlFINn8UWQflzkHhWqr2OqgGIMVV1etjxQt1DcNIM10DdTXwKhF5CDg/eYyIbBSRTyT7PAvYJCJ34QzS1ap6XzL2buBPRGQzLif1j9Ocj7HACCsqVGMhvgqgUB+fpJJEEp7r6kG1RRLpcd/UULvlsXwOqu7CiLlySsk5Jw66EF91wJYgGsZkTKvUkaruBs6LbN8EvC25/0PgzILjHwFeOJ05GAubsCZdWKvOU2p7Ju7CX6jim0TgkJKZd2vZ0U0J2CiuNOE9u/H9ST7NOuYaxqTYzzhjThN6UGGtOo83FkW5HW8svAGKGRfx4bkkB5VfwxTmsYpKHdHOhUXbuScGaXSve5KYN2gYRhozUMacJmx9PrAsnoOCILeTC/G5W98KIypwKKdl5rF+UOCqobvFvvl5dtp+FHhYFUnKNrnzx/YxDCONGShjThN6TTEDlVtflPFeUg0Li8JzJUlyVO5xkcy8Wwivk4MqlpBXB0vJrVilCMOYAmagjDlNuGi1OpS/qFf63W1tJL6+KN2wUOOljiodlV94jMd7TM2kXl+his8bsHjvxXZYLyaXNwwjjxkoY06z7LiONYh5HT7nVDuUiCSK1jAlHlJRmSJtFZc68katVe/WbiNYDFzkQSUG1gQShjE1LBJuzGlKFWHlyRXWP78/Ou4X8tZG3BqnfLdcH57rpsDr9Ivyj1PjicFp1rWLzFy6LgaGjmHyoT7DMLpjBsqY87ztq+sKx7wHNTHSikvIg0W2hSKJSqZYbK5Vhrtt1jvrnGLPo+0wYnyuPsTXFwlVGoaRx37KGfMaX+G8digeWgsl4oUKu7IzLp1afPFzNOt0WUvlKlp086C8InFwhX3tDGMq2DfFmNe0c1AjrWj5oPQi27hxkVKnoSEUe1CNibiIwm/rFkYEGFrlvm4DZqAMY0rYN8WY13jj4XJQxR6UNpwKr3ANUyrEl30Od47GeCLEiHXUrSQV0evFIomhVc5aDiy3r51hTAX7phjzGh/imzjUihuoXJmiolJHWuhBZSuRF4UJm41iEQV05OWxPJhhGHnMQBnzGh/iK6rwICUB6TQsjFeS8GuYkscF66DaBWkLhBYdDyo+1xPP6WdwZYkzfnVoai/OMBY5puIz5jVhG/hYfgkS76amaCvu/Uil0xIe8gao3a59LN6M0O0DjVqxlwZw0gsHuPz7hU2jDcPIYB6UMa8Ji8MW5X5KFWl7P9EQX4lUDipbi6+UNVCxauX9zoOqj2uqyaJhGEeOGShjXhNWBS+qEF6qQGOsW/5IUq00sot9vezct/SIhfi8URo/0Ep5dYZhHDlmoIx5TVjXrmgBbKVPOsaloBZft2aE7RDfeLzaOQRijQNK2QyUYfSEaRkoEVklIt8UkYeS25WRfV4hIncGf+MicnEy9ikReTQYO2s68zEWH1KSThHWghJC5aq0q513K1NUWArJy8zHikUSoVEyD8owesN0PagrgG+r6mnAt5PHKVT1O6p6lqqeBbwSGAW+EezyLj+uqndOcz7GIsQXYY1VOwcnamg3NOxaiy++xqkT4isOE1bMQBlGz5mugboIuC65fx1w8ST7vx74mqqOTvN5DaNN24PqEuKrjcZbwkNQ6LWo425JKFVCFV+s7YcZKMPoNdM1UMeq6vbk/pPAsZPsfwnwucy2D4rIT0XkIyISL1kNiMhlIrJJRDbt3LlzGlM2Fho+tNc3FP84l6rS1fuRMqCuVl/RItpSJchjxTyoQLln7TQMozdMaqBE5Fsick/k76JwP1VVQLucZx1wJvD1YPOVwOnAOcAq4N1Fx6vqNaq6UVU3rl27drJpG4sIXy2iSMVX6ZMgxBf3oMB5SEXNBstVukrV0zmoKU/dMIwuTLpQV1XPLxoTkadEZJ2qbk8M0I4up/pN4EZVrQfn9t7XhIh8EnjnFOdtGDmKatyVqlAbKw7xtYvBjms0B+X26e6FWYjPMHrPdEN8NwGXJvcvBb7UZd83kgnvJUYNcQtPLgbumeZ8jEVIq+luV5wY/71VTnlQ8XFIPKiCn2ylqnTWUkWMmBkow+g90zVQVwOvEpGHgPOTx4jIRhH5hN9JRDYAJwL/njn+syJyN3A3sAb4wDTnYyxC1j/f9dlYfnyBgapKYTNCPw7eQBV4UJXuKr7+4XDBsC0vNIxeMK1afKq6Gzgvsn0T8Lbg8RYgV4RMVV85nec3DIBXvHslz75oSbEHFYT1Ysal3bJjtJVa+BvihBbN9v0sfcMdozSwzAyUYfQC+yYZ855Kn3D8c4uVCZWgkWEs/OZDfI1xRYo8qKrQTLKn1cg5+pd2vkr9yyzEZxi9wAyUseAJPZ6YBDwM8RXJzMMWGrFSRqHM3Dwow+gN9k0yFjyh1xQL4XkDVhvtIpIIDNdk1crNQBlGb7BvkrHgCY1SLMTnQ4CN8S4iierkKr2Tzu1n+fqyLdQ1jB5hDQuNBU+4gDdmPEpTMD6lSUJ8AL/5f90C8my7DsMwjgwzUMaCJ5R9d8tBQVpQUbRPUUt3M0yG0VssxGcseFIeVEzFNwXvyC/wrfSLGSLDmCHMQBkLnkpgoGLGJe1BFRioZHvZ6uwZxoxhBspY8BQVkfWU+ybPQflzTKbgMwyjd5iBMhY8k5UemoqB8q08rM6eYcwcZqCMBc/A0u5GJfSwinJQvhmiGSjDmDnMQBkLnuXru4tVJxNRAPQtSTwoW+NkGDOGGShjwbP0WNfRsKiYbGohb0GOqS/xoIoW8hqG0XtsHZSx4JGS8KbPHcPSdfGPu5SmHuIrKoVkGEbvsa+bsShYd+bU9OFF7TYGVzgvbOKg9mxOhmF0x0J8hhEwuCL+lTjpRc7AnXbe4ExOxzAWNdMyUCLyBhG5V0RaIrKxy34XiMiDIrJZRK4Itp8iIj9Ktn9eRAoKzRjGzDBQYKD6hkr88U9O4CX/ddkMz8gwFi/T9aDuAX4d+F7RDiJSBj4GvBY4A3ijiJyRDH8I+IiqngrsBd46zfkYxrQo8qDAracK81WGYRxdpmWgVPV+VX1wkt1eCGxW1UdUtQZcD1wkrubMK4Ebkv2uAy6eznwM40hZvt7lmAaXl2d5JoZheGZCJHEC8HjweCvwImA1sE9VG8H2E4pOIiKXAZcBnHTSSUdnpsai5ZJPHsOjPxhnYLmlZQ1jrjCpgRKRbwHHRYauUtUv9X5KcVT1GuAagI0bN5qUyugpy9ZVeN4bhmd7GoZhBExqoFT1/Gk+xzbgxODx+mTbbmCFiFQSL8pvNwzDMIwZkZn/BDgtUez1AZcAN6mqAt8BXp/sdykwYx6ZYRiGMbeZrsz810RkK/Bi4Ksi8vVk+/EicjNA4h1dDnwduB/4gqrem5zi3cCfiMhmXE7qH6czH8MwDGPhIM6RmV9s3LhRN23aNNvTMAzDMHqAiNyuqrm1tCZZMgzDMOYkZqAMwzCMOYkZKMMwDGNOYgbKMAzDmJPMS5GEiOwEHpvmadYAu3ownaONzbP3zJe5zpd5wvyZq82z9/Ririer6trsxnlpoHqBiGyKqUbmGjbP3jNf5jpf5gnzZ642z95zNOdqIT7DMAxjTmIGyjAMw5iTLGYDdc1sT2CK2Dx7z3yZ63yZJ8yfudo8e89Rm+uizUEZhmEYc5vF7EEZhmEYcxgzUIZhGMacZMEZKBG5QEQeFJHNInJFZLxfRD6fjP9IRDYEY1cm2x8UkdfMgbn+iYjcJyI/FZFvi8jJwVhTRO5M/m6a5Xm+RUR2BvN5WzB2qYg8lPxdOsvz/Egwx5+JyL5gbCbfz2tFZIeI3FMwLiLy0eR1/FREnh+Mzdj7OcW5/k4yx7tF5Ici8rxgbEuy/U4ROarVnacwz5eLyP7gf/yeYKzr52aG5/muYI73JJ/LVcnYTL6fJ4rId5Lrz70i8o7IPkf/c6qqC+YPKAMPA08D+oC7gDMy+/xX4OPJ/UuAzyf3z0j27wdOSc5TnuW5vgIYSu7/gZ9r8vjQHHpP3wL8beTYVcAjye3K5P7K2ZpnZv8/Aq6d6fczea6XAs8H7ikYfx3wNUCAc4EfzfT7eRhz/QU/B+C1fq7J4y3Amjnynr4c+Mp0PzdHe56ZfX8VuGWW3s91wPOT+0uBn0W+90f9c7rQPKgXAptV9RFVrQHXAxdl9rkIuC65fwNwnohIsv16VZ1Q1UeBzcn5Zm2uqvodVR1NHt6G6zo800zlPS3iNcA3VXWPqu4FvglcMEfm+Ubgc0dpLl1R1e8Be7rschHwaXXchus8vY6ZfT+nNFdV/WEyF5i9z+hU3tMipvP5PmwOc56z+Rndrqp3JPcP4nr5nZDZ7ah/TheagToBeDx4vJX8m9reR10zxf24ZolTObaXHO7zvRX3a8UzICKbROQ2Ebn4KMzPM9V5/kbi5t8gIice5rG9YMrPlYRKTwFuCTbP1Ps5FYpey0x/Rg+X7GdUgW+IyO0ictkszSnkxSJyl4h8TUSenWybk++piAzhLur/EmyelfdTXBrkbOBHmaGj/jmtHMlBxswiIm8CNgIvCzafrKrbRORpwC0icreqPjw7M+TLwOdUdUJE3o7zUF85S3OZCpcAN6hqM9g2l97PeYeIvAJnoH4x2PyLyXt6DPBNEXkg8SBmgztw/+NDIvI64F+B02ZpLlPhV4H/UNXQ25rx91NEhnFG8o9V9cDRfK4YC82D2gacGDxen2yL7iMiFWA5sHuKx/aSKT2fiJwPXAVcqKoTfruqbktuHwG+i/uFMyvzVNXdwdw+AbxgqsfO5DwDLiETOpnB93MqFL2Wmf6MTgkReS7u/36Rqu7224P3dAdwI0c3ZN4VVT2gqoeS+zcDVRFZwxx9T+n+GZ2R91NEqjjj9FlV/X+RXY7+53QmEm4z9YfzCB/BhW98wvPZmX3+kLRI4gvJ/WeTFkk8wtEVSUxlrmfjErinZbavBPqT+2uAhzhKid0pznNdcP/XgNu0kyx9NJnvyuT+qtmaZ7Lf6bhks8zG+xk85waKE/q/TDr5/OOZfj8PY64n4fK1v5DZvgRYGtz/IXDBLM7zOP8/x13Yf568v1P63MzUPJPx5bg81ZLZej+T9+bTwF932eeof06P6gd7Nv5wypKf4S7sVyXb3o/zQAAGgC8mX6ofA08Ljr0qOe5B4LVzYK7fAp4C7kz+bkq2/wJwd/Jluht46yzP86+Ae5P5fAc4PTj2vyTv9Wbg92Zznsnj9wFXZ46b6ffzc8B2oI6Lz78V+H3g95NxAT6WvI67gY2z8X5Oca6fAPYGn9FNyfanJe/nXcln46pZnuflwWf0NgKDGvvczNY8k33eghNshcfN9Pv5i7ic10+D/+3rZvpzaqWODMMwjDnJQstBGYZhGAsEM1CGYRjGnMQMlGEYhjEnMQNlGIZhzEnMQBmGYSxiJitgewTn+zcR2SciX8ls/8ekkoevODM82bnMQBlGDxGRFSLyX4PHx4vIDUfpuS4Oq3JHxs8UkU8djec2FhSforc1HT8M/G5k+39X1eep6nNx69Aun+xEZqAMo7eswFXMB0BVn1DV1x+l5/pT4O+KBlX1bmC9iJx0lJ7fWABopICtiDw98YRuF5Hvi8jph3G+bwMHI9sPJOcWYBC3zqorZqAMo7dcDTw96dnzYRHZ4EMn4vpm/auIfDPp7XO5uJ5f/5kUqfV9fya9OIjIM4AJVd2VPH5D0j/oLhEJ67N9GVcxxTAOh2uAP1LVFwDvpMsPocNBRD4JPImr6PJ/JtvfDJRh9JYrgIdV9SxVfVdk/DnArwPnAB8ERlX1bOBW4M3JPlO5OLwEVwDV8x7gNar6PODCYPsm4Jem8XqMRUaSG/oF4IsicifwD7j+UIjIryc/hLJ/X5/KuVX194Djce07fmuy/a2auWHMLN9R11/noIjsx3k44ErFPDdzcfDH9EfOsw7YGTz+D+BTIvIFICzsuQN3QTCMqVIC9qnqWdkBdUVjY4Vjp4yqNkXkelyI+pOTTcQwjJljIrjfCh63cD8Y2xeH4O9ZkfOM4epKAqCqvw/8Ga6K9O0isjoZGkj2NYwpkeSKHhWRN0C7tfvzpnPO5Byn+vs4L/+ByY4zA2UYveUgrkX2EXEYF4f7gVP9AxF5uqr+SFXfg/OsfLuDZwA9kQ8bCxMR+RwuxPxMEdkqIm8Ffgd4q4j44rRT7jIsIt/HFeQ+Lznfa3CFZa8Tkbtx0YJ1uELOXbEQn2H0EFXdLSL/kQgjvoar9ny4/A7w9yLyZ0AV14b8rsw+3wP+l4iIuorPHxaR03AXgm8H+78C+OoRzMFYJKjqGwuGjkh6rqpFOc+XHO65rJq5YcxTRORvgC+r6rcKxvuBf8d1Ym3M6OQMowdYiM8w5i9/CQx1GT8JuMKMkzFfMQ/KMAzDmJOYB2UYhmHMScxAGYZhGHMSM1CGYRjGnMQMlGEYhjEnMQNlGIZhzEn+f9Km/T1KHa02AAAAAElFTkSuQmCC\n",
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BAEaPHv2B5hO5Yov0QosQIUKECBEKiXQ6jQMHDmDMmDGoqqoq9HRCj1OnTqGpqQnnnHNOjuUzyooNAXRdx+7du0OTJdPfEJm/yNwBsflH3MXkDojN3407/T8ejxdiWv0GQgh6e3s/cPJEeXk5AFMQfxBEwi5ChAgRIkSIkDd80JgxUXC63qe8CrtNmzbh6quvxpgxYyBJEv72t7/5HrNx40ZccMEFKCkpwaRJk/DEE0/kjHn44YdRW1uL0tJSzJ07F9u2bTv9k/+AUBQF06dPFy6IlkJk/iJzB8TmH3EXkzsgNn+RuQOmICsrKwuNgM2rsOvu7saMGTPw8MMPBxp/6NAhLF26FFdccQXeeOMN3H777fjyl7+MNWvWsDFPPfUU7rjjDtxzzz3YsWMHZsyYgUWLFrGgw7BA13Xs3LlTSLM8IDZ/kbkDYvOPuIvJHRCbv8jcASv5wcsVe/jwYUiShDfeeCPv88lrVuxVV12Fq666KvD4Rx99FGeeeSZ+/OMfAwDOPfdcvPzyy/jP//xPLFq0CADw4IMP4qabbsKNN97Ijlm5ciVWrFiBf//3fz/9JD4AysrKCj2FgkJk/iJzB8TmH3EXFyLzF5k7EC53c6hi7LZu3YoFCxY49i1atAhbt24FYNbDef311x1jZFnGggUL2BgekskkOjo62F9nZycAsLo6uq6zXxr2bU3THNt0vNt2Op1m24ZhYPLkyVAUBel0GoQQEEJytgE4tg3DcGxrmua5reu6Y5vH43RxonO3b7txkmUZEydOhKIoRcMp6DoRQjBlyhRIklQ0nPqyTgBYPati4RR0nSRJwpQpU0AIKRpOQddJURRMnDiRZewVA6e+rJOiKJg8ebLjO2Cgcwq6TpIkYdKkSezz3s6Dnoe+7uncpp+3btv0PrRv09dw2+adJ5lMes5FkiSUlpaCwu116P9+/HjrRN/TIAiVsGtsbMTIkSMd+0aOHImOjg709vaiubkZuq5zxzQ2Nrq+7v3334+qqir2N27cOADA7t27AQB79+7F3r17AQC7du3C/v37AQA7d+7EoUOHAADbtm3D0aNHAQBbtmxBQ0MDADOOsLm5GQCwYcMGtLW1AQDWrl2LrVu3QtM0rFq1ColEgm1rmoZEIoFVq1YBADo7O7F27VoAQFtbGzZs2AAAaG5uxqZNmwAADQ0N2LJlCwDg6NGjLK7w0KFD2LlzJwBg//792LVrV145UVHsx6mtrQ3PPfccNE0rGk5B12nz5s3Yvn07Dh8+XDSc+rJOe/bswQsvvABN094Xp7p9J5HqNkLFKeg6HT58GNu3b8fmzZtDv06n+9rTNA3PPfcc41cMnPqyTpqmYevWrUXFKeg61dfXY+3atdA0zcHp2LFjrONEIpFgte4SiQQSiQQAs/4d3e7p6UEymQRghnLRY7u6upig7OzsZCKns7OTiduOjg4miDo6OphYyt4GTOFHt3VdZ++Fpmno7OzE5ZdfjltvvRW33XYbhg0bhoULF2L79u246qqrMHjwYIwcORL//M//jGPHjrFs2L/+9a/48Ic/jOrqagwbNgxLlizBwYMHHZwAK+PVjVMikWBzs68TXYNAIP0EAOSvf/2r55izzz6bfP/733fsW7lyJQFAenp6SH19PQFAtmzZ4hhz5513kosuusj1dROJBGlvb2d/bW1tpPlkE0mn04QQQjRNI5qm5Wyn02nHtq7rntupVIpt9/b2knfffZdomkZSqRQxDIMYhpGzTQhxbOu67timc3Tb1jTNl8fp4kTnbt9245ROp8m+ffuIpmlFwynoOiUSCbJ//36SSqWKhlNf1imZTJJ33nmH7esLp46mJFk+rY48fPmxUHEKuk6pVIrs37+fJBKJ0K/T6b72NE0j+/btY+cqBk59WSdN08i7775Lent7i4ZT0HVKpVLsnrfv7+rqInv27CG9vb3EMAyi6zpJdusk0aWRRJf2wbc7057biS6Nbeu6zvjTufC2DcMgl112GRk0aBD513/9V7Jv3z6ydetWMnz4cHLXXXeRt99+m7z++uvkox/9KLniiivYMb///e/J008/Tfbv30927NhBrr76anLeeecRTdOIYRjk0KFDBADZsWOH41z27d7eXrJnzx7S3d2ds07JZJI0n2xic/VCqDpPjBo1CidOnHDsO3HiBCorK1FWVgZFUaAoCnfMqFGjXF+3pKQEJSUl7H8jU+iPugzsmTz2bVVV+7Qdi8XYdmlpKc4+++yc17SPoduSJLFtWZbZvIJsu809H5z6sq2qKiZPnsz2FwOnoOtEM7rtGOic+rJO8Xgc55xzDrIRhEfzu+av7+6TBoykgtggORSc+rJO2Wsf1nXKx7Vnv+eLhVNftulnfjFxCrJOsVjMcc/bOdHYM0mSkO4l+MlF9SgE/mXbWMTLZTYX+7zs2xRnn302fvjDHwIAvvvd72LWrFn4/ve/z55fsWIFxo8fj/379+Occ87B5z73Ocf5VqxYgeHDh2Pv3r2YPn062887V/a2/X2lsK+lH0Llir344ouxfv16x77nn38eF198MQDzC2P27NmOMYZhYP369WxMWKBpGrZs2dInv3gxQWT+InMHnPyPvpbAqys6QIyghTutD7hT732wIp2FgMhrLzJ3QGz+xch99uzZbPvNN9/ECy+8gEGDBrG/KVOmAAAOHjwIQgjeeOMNfO5zn8NZZ52FyspK1NbWAgDq6ur6fe55tdh1dXXhwIED7P9Dhw7hjTfewJAhQ3DGGWfgrrvuQn19PX7zm98AAL761a/i5z//Ob7xjW/gi1/8IjZs2ID/+Z//wcqVK9lr3HHHHbj++utx4YUX4qKLLsJDDz2E7u5uliUbFsiyjLFjxwrbskxk/iJzB5z8/3jDSQBAxRAF06+t8D022WE1Cj91MI0x55d4jA4fRF57kbkDYvMPyj1WJuFfto3tp1nlnrsvqKiwPq+6urpw9dVX44EHHsgZR/u6fuYzn0FtbS0ee+wxjBkzBoZhYPr06SxOsD+RV2H32muv4YorrmD/33HHHQCA66+/Hk888QQaGhocavbMM8/EypUr8fWvfx0/+clPMG7cODz++OOs1AlgvnknT57E3XffjcbGRsycOROrV6/OSagoNGRZxoQJEwo9jYJBZP4icwf4/A++2BtI2CU6LWHX22Z4jAwnRF57kbkDYvMPyl2SJMTLw1MWJCguuOAC/PnPf0ZtbS3XJXrq1Cm8++67ePzxx3HppZcCAF5++eX+niZDXn9aXH755Swbxf5Hu0k88cQT2LhxY84xO3fuRDKZxMGDB3HDDTfkvO6yZctw5MgRJJNJvPrqq5g7d24+abwvaJqGTZs2FZVpui8Qmb/I3AE+/5bDwd4Lu8VOS3ywvouFgMhrLzJ3QGz+xc79tttuQ0tLCz73uc9h+/btOHjwINasWYMbb7wRuq6juroaQ4YMwS9/+UscOHAAGzZsYIasQkA8m3E/gdZxE9EsD4jNX2TugMXfSFu/zA0tmEizW+wGorATee1F5g6Izb/YuY8ZMwabN2+GrutYuHAhzjvvPNx+++2orq5mSSS//e1v8frrr2P69On4+te/zhIvCoFQZcUWE2jMgagQmb/I3AGLf3ezVbBYVoO5XxwWu+TAFHairr3I3AGx+Rcb92xPImBmyf7lL39xPYbXaYvYChPX1tZ6thw7nShOeR0CaJqGDRs2FK1p2g8i8xeZO2Dx72m3slqDirSkzWKXHoAWO5HXXmTugNj8ReYOwFEIOQyIhF2eIMsypk+fXrSmaT+IzF9k7oDFP9Vl7QvqVrWLuYHqihV17UXmDojNX2TuFGHqlSvuKuQZsixjxIgRwl7oIvMXmTtg8U93W/vSiWAZrrqtMsBAtNiJvPYicwfE5i8yd8Aq4mwvNFxIiLkK/YB0Oo01a9awXnCiQWT+InMHLP49bTZXbG8wkaanbBa7ARhjJ/Lai8wdEJu/yNwBs1FCe3s761VbaETCLk9QFAVz5sxxtIARCSLzF5k7YPHXU9avVz0dLDNWSw9sV6zIay8yd0Bs/iJzB0yLXUVFRWSxK3bIsowhQ4YIa5oWmb/I3AGLv5EVRx3EAuew2AUUdnqa4PDWBFI9hf+1LPLai8wdEJu/H/ewJBXkC5IkQVXVDyzsTpfFLyp3kiek02msXbsWCxcudDTyFQUi8xeZO2DxH9H7Yef+XoK4T/MJu7ALGmO3bUUHXv5ZByYvKsPHfzysz/M9nRB57UXmDojN3407jTs7efIkhg8fHhqL1umGYRjo6urCoEGD3pewJ4QglUrh5MmTkGUZ8Xj8A81HIsUupTkwDAOtLadQM2Ro3n5dEULQ2dmJwYMHF+3F7AWR+YvMHbD47/sL8OKP2tn+m1aPRvU479+Sj13VgLajpqmveryKm54b7Xu+n324Hol285funbvHf4CZf3CIvPYicwfE5u/FvaurC8eOHSt6q51hGB9YT5SXl2P06NFcYdcX3RJZ7PIESZJQWVlZ6GkUDCLzF5k7YPE3Uh2O/UFcq+8neaK0SmbCrtAQee1F5g6Izd+L+6BBg3D22WcLm1gRFIqinBZ3LhDF2OUN6XQaf//734W9mEXmLzJ3wOKfSjiD7AIJu/eRPFFWbX2MpXsLK/BEXnuRuQNi8/fjrigKSktLi/ZPURSsWbPmA/E8neVSImGXJ6iqioULF0JVxTSKisxfZO6AxZ9ozo+XIKJLs1ns7CIvKLpPFVbYibz2InMHxOYvMncgfPwjYZdHhGWRCwWR+YvMHTD5292qAKClXAbboL8PYdfbFq7+siKvvcjcAbH5i8wdCBf/SNjlCZqmYdWqVcL2zhOZf7FyJ4Sgt133HUf5p5POsX517Aghjs4ThhasTELCLuwKXPuuWNc+CETmDojNX2TuQPj4R8IuT1BVFUuWLAmViu9PiMy/WLnve64XP//wcbz+352e4yh/Q3PGi/hZ4LLr3rnts4MQgkRneIRdsa59EIjMHRCbv8jcgfDxj4RdHhEW9V4oiMy/GLlv/oVZumTDA22+ljRN0xzWNwAwfGLKs123gL+VT08DsA0J2pM2nyjGtQ8KkbkDYvMXmTsQLv6RsMsTNE3D2rVrQ7XY/QmR+Rcr96FnWYVHvcqLMP5ZrljdR6RpHGGn+4nBrJi6dMCetPlCsa59EIjMHRCbv8jcgfDxj4RdnhCLxXDNNdcIV4GcQmT+RcvdZqVLdbsLKMo/2xVr+LhiqcVOsrWb9LPYZSdLFNoVW7RrHwAicwfE5i8ydyB8/CNhlycQQtDR0VH01bbdIDL/YuWe6LS1+/KwjFH+2a5VX+tbxnWrxiXIKj3GzxUbLmFXrGsfBCJzB8TmLzJ3IHz8I2GXJ2iahpdeeik0ptn+hsj8i5V7ssNyv6Z6vF2xL730EtLJzJiM4c43Xi4jBJW4BFmVMsd4zynbYhe0v2y+UKxrHwQicwfE5i8ydyB8/CNhlyfEYjEsXbo0NKbZ/obI/IuVe9KWfZru8XbFLl26lLli4+XmY1DrmxIz/4IcE0ZXbDGufRCIzB0Qm7/I3IHw8Y+EXZ5gGAZaWlpgGIXP0isEROZfrNztZUW8XLGUP01siJUHs74ZmVwLWQ1usct29xbaYlesax8EInMHxOYvMncgfPwjYZcn6LqO7du3Q9f9C7oWI0TmX4zcDZ0g1WVLnvBwxVL+NMs1Xm5+zPjWsdPN52UVUGLBrHw5rtgCZ8UW49oHhcjcAbH5i8wdCB//SNjlCbFYDIsWLQqNaba/ITL/YuTeFwFF+VNrW7yCijTvc9DxsmIlT/hnxWb9X+A6dsW49kEhMndAbP4icwfCxz8SdnmCYRhoamoKjWm2vyEy/2LkniPsPGLsGP+MKIuVmR8zvi3FqMVOAXPF+mfSZsXYFbhXbDGufVCIzB0Qm7/I3IHw8Y+EXZ5gGAZ2794dmoXub4jMvxi5ZwsoL1cs5U/dqGppwOSJjMVOUiSWPNHXOnZ+QjDfKMa1DwqRuQNi8xeZOxA+/pGwyxNUVcX8+fND0zuuvyEy/2Lknu3y9HLFUv4kE24SKw1mfSO2GDvLYhesRAqFnxDMN4px7YNCZO6A2PxF5g6Ej38k7PIEwzBQX18fGgXf3xCZfzFyzxZYfq7Y+vr6HIudn+iyx9jR5Am//rLZbcjCYLErtrUPCpG5A2LzF5k7ED7+kbDLEwzDwMGDB0Oz0P0NkfkXI/fsnqxeljTGn1rsAtaxMxwxdv7n6eu8+gPFuPZBITJ3QGz+InMHwsc/HHbDIoSqqpg3b16hp1EwiMy/GLnnxLKlvF2x8+bNw2vaUQCWK9bP+sbq2MUkSKxbRbB5yao5ttDCrhjXPihE5g6IzV9k7kD4+EcWuzzBMAwcOXIkNAq+vyEy/2Lkni2YvFyejH9GlLEYu8Cu2OAWu+xaeX7iMd8oxrUPCpG5A2LzF5k7ED7+kbDLE8Lmc+9viMy/GLn3xWJnGAaOHa0HydBn5U4Cu2JtMXZ+YjAj5KxaeYV3xRbb2geFyNwBsfmLzB0IH/9+EXYPP/wwamtrUVpairlz52Lbtm2uYy+//HJIkpTzt3TpUjbmhhtuyHl+8eLF/UElMFRVxSWXXBKaLJn+hsj8i5F7tpDzElCqquJDcy+2/i8LmhVrPvapjh2rlRcOYVeMax8UInMHxOYvMncgfPzzLuyeeuop3HHHHbjnnnuwY8cOzJgxA4sWLUJTUxN3/F/+8hc0NDSwv927d0NRFHzqU59yjFu8eLFj3B/+8Id8U+kTdF3HgQMHQtNipL8hMv9i5J5d7sTLYqfrOva/c5D9H9wVa28p5tzneq60U9j5WQUp9q7qwbP/2ox07+n9hV2Max8UInMHxOYvMncgfPzzLuwefPBB3HTTTbjxxhsxdepUPProoygvL8eKFSu444cMGYJRo0axv+effx7l5eU5wq6kpMQxrqamJt9U+gRCCFpbW0FIYS0IhYLI/IuRe47FziOpgRCC1lNt7H9mTfMQg/bXlBQpcB07FsdH+9H6JFtQ/OMbp7BvdS9e+01XsAMCohjXPihE5g6IzV9k7kD4+OdV2KVSKbz++utYsGCBdUJZxoIFC7B169ZAr/GrX/0Kn/3sZ1FRUeHYv3HjRowYMQKTJ0/GLbfcglOnTrm+RjKZREdHB/vr7OwEAOYP13WdKW37tqZpjm063m07nU6zbUIILrzwQqiqinQ6DUIICCE523Qs3TYMw7GtaZrntq7rjm0ej9PFic7dvu3GSVEUzJw5E6qqFg2noOsEAHPmzIEsy0XDKZUwt6XMJ4aeJq6cJEnCedPOB4UcM+diaMSTEy1QLNmTJzQnj2xOWtJ8PbvFLggnilPvpU/rtSfLMubMmcPO19/rVMj7SVVVzJw5E4qiFA2nvqyTqqq48MIL2dhi4BR0nWRZxqxZs9jnfTFw6ss6qaqKCy64AFImnT8fnLI/u7yQV2HX3NwMXdcxcuRIx/6RI0eisbHR9/ht27Zh9+7d+PKXv+zYv3jxYvzmN7/B+vXr8cADD+DFF1/EVVdd5WoGvf/++1FVVcX+xo0bBwDYvXs3AGDv3r3Yu3cvAGDXrl3Yv38/AGDnzp04dOgQm8vRo2b5hi1btqChoQEAsGnTJjQ3NwMANmzYgLa2NgDA2rVrsWvXLui6jlWrViGRSEDTNKxatQqapiGRSGDVqlUAgM7OTqxduxYA0NbWhg0bNrD3b9OmTQCAhoYGbNmyBQBw9OhRFqd46NAh7Ny5EwCwf/9+7Nq1K6+cqCj249Te3o7Vq1dD1/Wi4RR0nTZv3ox9+/bhyJEjRcPpwD5zLmqZ+SGjp4grpz179uCVrdsBAJAITpw059vV2e3JiZY7SWtJyLL5AdnT3evJ6chh8zXkeOZHWtqfUzphuV/TPcZpvfaOHDmCffv2YfPmzQVZp0LeT7quY/Xq1Whvby8aTn1ZJ13XsWvXrqLiFHSd6uvrsX79eui6XjSc+rJOuq5j8+bN2LNnT9440fkGgUTyaDs8fvw4xo4diy1btuDii61g6m984xt48cUX8eqrr3oe/5WvfAVbt25lF4Mb3nvvPUycOBHr1q3DlVdemfN8MplEMmkFCRFCoKVTqKqugaqqTBAqiuLY1jQNkiSxbVmWmRWGt51Op6EoCmRZRiKRwNtvv40ZM2awX7OAqbrt27FYzJxPZtswDOi6zrbpsW7buq6DEOLJ43Rxor9KJUli226cNE3Dm2++iZkzZ0KSpKLgFHSd0uk03n77bUyfPh2SJBUFp1d/1YGXf9KJwaMVdDboGDZJxXV/HsHllEql8NrGt7H5jqFQYsDHHxqCv97WghFTVHzhqRGunF57ogsvPtiOqVeXQS2Vsevpblxy22B8+JZqV04r/70Ze1cmMO2acuz5ew/KamTctmmMJ6euBuCxq8wP1DEz4/jcb4aftmuPEILdu3dj6tSpiMVi/b5OhbyfCCF44403MGPGDOapGOic+rJOsizjzTffxNSpU1FaWloUnIKuUzqdxq5du9jnfTFw6ss6AcCbb76J6dOnIx6P54VTKpVCZ0c7aoYMhSx72+TymsIxbNgwKIqCEydOOPafOHECo0aN8jy2u7sbf/zjH3Hvvff6nuess87CsGHDcODAAa6wKykpQUlJCfvfMAy0tpxibw51HWRv2zNcgmzHYjG2XVpaigsuuCDnNe1j6LYkSWybLm7Qbbe554NTX7ZVVcXs2bPZ/mLgFHSdSkpKMGvWLNgx0DkRzbSglQyS0QkdWsp97vF4HFPPnY7NaICsSlBj5nPEkNg4Hg9qsVNUGbJino/okicPYphzpHXs9DTx5dR10vqRl+oyTvu1l732/blOhb6f7Pd8sXDqyzb9zC8mTkHWKRaLcT/vBzKnvq6Tfe3zwakvGbd5dcXG43HMnj0b69evZ/sMw8D69esdFjwenn76aSSTSXzhC1/wPc+xY8dw6tQpjB49+gPP+XRB13Xs3r3b1T1c7BCZfzFyp3XsaL04r+xTXdexb++7AMxYORovR+vUuYHVsVMB+oOU+B2TVe4kSIHinlPWuqR7T6/DohjXPihE5g6IzV9k7kD4+Oc9K/aOO+7AY489hieffBJ79+7FLbfcgu7ubtx4440AgOuuuw533XVXznG/+tWvcO2112Lo0KGO/V1dXbjzzjvxyiuv4PDhw1i/fj2uueYaTJo0CYsWLco3nQgRhAStJ0ctY5pPhiurSadKzPpm+Hzmsc4TqgSJikGfaiTZwi5IHbt0whqT6glHFluECBEinC7kvZreZz7zGZw8eRJ33303GhsbMXPmTKxevZolVNTV1eX4i9955x28/PLL3GBBRVGwa9cuPPnkk2hra8OYMWOwcOFC3HfffQ53a6GhKAqmT59e6GkUDCLzL0buTECV+1vGFEXBWWdOwss4AVm1Mmn9atIR1nkClhj0SQSjgpMKO2KYlj96PA/2Lhqn22JXjGsfFCJzB8TmLzJ3IHz8+6VM8rJly7Bs2TLucxs3bszZN3nyZNd6MGVlZVizZs3pnF5eQDOkzj//fIe/XRSIzL8YuVNLWLzc3zKm6zr27nkHQDUUVWKuWOJnfctY9CRFCuyKtTpPWD8ODc0Uh27QbGJOSxBfIdgXFOPaB4XI3AGx+YvMHQgf/6hXbB5RVlZW6CkUFCLzDzv3dMLAbz9/As/f1xKoqGZOIWAfl2dcMa3nkt365uOK1W2dJ2iBYn9XbGZeZZYw85ub3RULmOLudCLsa59PiMwdEJu/yNyBcPGPhF2eoCgKpkyZEgr1XgiIzH8gcD+xJ42GN1N446luHN6c8B2fk6SgAcTgCyJFUTB+3BnmdkyCpDhfww2ExtgpwY8xslqKAf7Czu6KBYDUaXTHDoS1zxdE5g6IzV9k7kD4+EfCLk/QNA3bt2/vU7XoYoLI/AcC9952yxTWcsh/nnzLGH+spmkZV6wzeYL4JU9wYux8j8kIPyVuE4M+mbHZcXXp05hAMRDWPl8QmTsgNn+RuQPh4x8JuzxBkiTU1NSwFiOiQWT+A4F7ot1STMkuH38ncmPs7PuyIUkSKsoGAaAizdxvuFj4KAyWSWs7xtd9S4+RoATsL6slnHzTPf78g2IgrH2+IDJ3QGz+InMHwse/X5InRISiKJg0aVKhp1EwiMx/IHDvbbPETBBhZ3CSFHSXkieKomDkiDEAms3SJQEzXA2eKzZgHTsllqmXl/Q/JtsVezozYwfC2ucLInMHxOYvMncgfPwji12eoGkatmzZEhrTbH9DZP4DgXvC5opNdvoLG2oZU0skW/kS/ljTFbsPgNP6FtQVKylW8oS/KxaZ80iBS6TkuGJPo7AbCGufL4jMHRCbv8jcgfDxj4RdniDLMsaOHevb061YITL/gcDdHmMXyGKXtmWs+ljTZFlGTdWQzHjJdzyFo6gxFY9+5U7s8wrY4SI7CzY7S/aDYCCsfb4gMndAbP4icwfCxz9yxeYJsixjwoQJhZ5GwSAy/4HA3WGx6wjiijUfZVWCrErQ08Q1eUKWZQypHgagxSxQrAbsPGFrKUZjVYJ2q3Bk3/ocky3k3FzK7wcDYe3zBZG5A2LzF5k7ED7+4ZCXRQhN07Bp06bQmGb7GyLzHwjck512i10AV6zdMpbpS+1WPFjTNOx9O5MVq1gWOxD3EimAM8aOFTUOGGNnWhIz7luftz3bYnc6hd1AWPt8QWTugNj8ReYOhI9/JOzyBFmWMXHixNCYZvsbIvMfCNztCQR9SZ5QbLFsukuNOVmWMXzYiMw2IMtWppiXNY2JNAWWK9avpZh9XgFdsdRip2QE6um22IV97fMFkbkDYvMXmTsQPv7hmEURImw+9/6GyPwHAne71SoVpNwJtabFbALKRXTJsoyqympz2xb7BniLLsMWY8cyaf06T6StYwJ3uMgIufggc300n/IofcFAWPt8QWTugNj8ReYOhI9/OGZRhNA0DRs2bAiNaba/ITL/gcDdbrHTAlis7GVFaL04t64QmqZhX6ZAsSRbsW+Ad5arw2IX0PrmdMU697mB1eSryPDwKWjcFwyEtc8XROYOiM1fZO5A+PhHwi5PkGUZ06dPD42C72+IzH8gcLcLOz3pP163Wcasdl/8sbIsY9SoMQCcvWK9jgFsFjtFChwvZ7ckSgEtdlTIxSsyfW9Psys27GufL4jMHRCbv8jcgfDxj7Ji8wRZljFixIhCT6NgEJn/QOBur92mJQkIIZ5V0+2WMSVGBZR7jN2g8kEA2pzJE/DuPsHq2Nldt37jM08rNpevX8JFtsUuiMUyKAbC2ucLInMHxOYvMncgfPzDIS+LEOl0GmvWrEE6fRr9PAMIIvMfCNyzuy+4lS6hYGVF7HXpXKxp6XQae982CxRLsumORUYzeiZPcCx2QcbnHONn5WPC7vRb7AbC2ucLInMHxOYvMncgfPwjYZcnKIqCOXPmQFEU/8FFCJH5DwTuOSU/kgFj2WJWVwi3WDZFUTBu7HhzfOYtYN0nPOLfiD3GLsB4+/kle09aX4ud+Uj73vr1lu0LBsLa5wsicwfE5i8ydyB8/CNXbJ4gyzKGDBlS6GkUDCLzDzt3Qyc5Vi0tSVAy2P0YZ1kRb8uYLMsoLSkH0G5a62CKQUMjwSx2KpiL1Ssr1p6IIdvn5ZcVm2Ox8x7fF4R97fMJkbkDYvMXmTsQPv6RxS5PSKfTWLlyZWhMs/0NkfmHnXu2GxbwjzNzlhUxt93q2KXTaezbmylQnPnpyPrLBhJ2tkQIz2QL6/x2K5/fMVQQ0hi70+2KDfPa5xMicwfE5i8ydyB8/CNhlyeoqopLL70UqiqmUVRk/mHnbnfDxgdlxI2PK9bZeSKTseoi0lRVxRnjzPY6VNAFSWwweK5Yz/HWtiTD1lIs2DHUYnc6kyfCvvb5hMjcAbH5i8wdCB//cMyiCCFJEiorKws9jYJBZP5h5846L8SBWKmEVBfhWvEoCLFct/YCxW4WO0mSEI+VAEiyhAbz0ccVa2spRmiyhYcrNru3LHXFetXKs1vnWIzdaRR2YV/7fEJk7oDY/EXmDoSPf2SxyxPS6TT+/ve/h8Y0298QmX/YuVOLnVoqQS3xL/lhF0qKrSerV1bsO/veBWCz2AUoHuwQaoHG09em4tH/GHuiBIuxO43LFPa1zydE5g6IzV9k7kD4+EfCLk9QVRULFy4MjWm2vyEy/7Bzp9Y5tUSCEvd3xdrFkKxKUFhLMf4xqqqidsKZmfHmPhozRzwtcJlz2GrfeVnf6HMSy7z1T56wu5SpqD2dWbFhX/t8QmTugNj8ReYOhI9/JOzyiLAscqEgMv8wc7cLuyAWO0e9OBW+WbHmk+YYlhUbKP4tU6BYQaAMV7uFz/7odQ5qnVNiEpR4Zl9AV2yqxwgkAsO89vmGyNwBsfmLzB0IF/9I2OUJmqZh1apVoekd198QmX/YuVMho8YlKFTYebQVI9mFgH0ElKZpeO+9w+Z42ToO8BaDxJ4Vy7Jo++KKDSAG07TnrcQ6aAQRdqluA48tbsDvPn/Cc1zY1z6fEJk7IDZ/kbkD4eMfCbs8QVVVLFmyJFQqvj8hMv+wc2d9X2MS1IwrNrtgsR05ZUV8LHaqqmLC+FpzvErr2JnPebtibVmxARIh7Fm0QLC4PGqZlGOw3NABhF3DWyn0tBg48XYaPS3ukwr72ucTInMHxOYvMncgfPwjYZdHhEW9Fwoi8w8zd7vVisWZBXDF0vZggZIUNIMdY38MUorEHmPnNZ64WOw8xaDNFUvFox5gqTobrRdtPuAdIB3mtc83ROYOiM1fZO5AuPhHwi5P0DQNa9euDdVi9ydE5h927hoVdnHLauVV7oTFvrGadN4WO03TcPTIMfOY7MSGAAWHZdWKzetTjF3MuZ8H3eGKzYz3EKgUrUcsMecl7MK+9vmEyNwBsfmLzB0IH/9w2A2LELFYDNdcc02hp1EwiMw/7NyNPoob6j7Ndqu61bGLxWI4Y/wEvPVaN2TZeUwgi50qgRBznLcr1nyUsmPsPD5bdZuoDZQEkkH7cWsiPS3u/uSwr30+ITJ3QGz+InMHwsc/stjlCYQQdHR0sC8o0SAy/7Bzp71RHQkEHtme9tg3wD/+jRCCZNI8iUStaT5uUmIQS0Da24N5Jk9kzYsd43qIIyuWic0AFrtUtyXmUl3uwi7sa59PiMwdEJu/yNyB8PGPhF2eoGkaXnrppdCYZvsbIvMPO3fLamWLM/MIG7MsY+ajn8VO0zScaGgyxwaMsTOyMm+lIBmutixa+7wCu2L7EGOX6rZeM9nlkZwR8rXPJ0TmDojNX2TuQPj4R67YPCEWi2Hp0qWFnkbBIDL/sHO3xA0CuWIty5gphBQfF2YsFsPoUWPRjh7LTepTl86ReasCMjWKEdOaR2PuHMewZAv6GNwVa9bjy7xOgNp0dotd0sNiF/a1zydE5g6IzV9k7kD4+EcWuzzBMAy0tLTA8Gp2WcQQmX/YudMMWKcr1n28lX3qfHQTg4ZhIJlIuhzjfQ4gU6BYsYScmxgkLq5Y4uW+5WTFBomxs1vsvFyxYV/7fEJk7oDY/EXmDoSPfyTs8gRd17F9+3bouocvqYghMv+wc3fEmQWKsTMf5Wzrm4uw03Udp5pbAVjZrdQVSwwXMWgTV/YiyOb5vd231CoYyH1La9+pkq9L2Q5HjF23h6s35GufT4jMHRCbv8jcgfDx7xdh9/DDD6O2thalpaWYO3cutm3b5jr2iSeegCRJjr/S0lLHGEII7r77bowePRplZWVYsGAB9u/fn28afUIsFsOiRYsQi8UKPZWCQGT+heD+ymMd+O/PnsDhrQnfsbq9SG8AdyQVVtkxdm4/TmOxGEYMG2GOzUq4COSKVSwhCLgnXGQXKA4i1PpaBJnCGWPn7YqNrnvxuANi8xeZOxA+/nkXdk899RTuuOMO3HPPPdixYwdmzJiBRYsWoampyfWYyspKNDQ0sL8jR444nl++fDl++tOf4tFHH8Wrr76KiooKLFq0CImE/5daf8EwDDQ1NYXGNNvfEJl/Ibi/9JN2NO5OYcMPWn3HUuucGrdZ7IK0+qKWsYwVjrgcYxgGEr2ZrFjWUizznJv7NqcIss0V63YetwLFXrXyaFyeI3nC22Jn6ATp3mDCLrruxeQOiM1fZO5A+PjnXdg9+OCDuOmmm3DjjTdi6tSpePTRR1FeXo4VK1a4HiNJEkaNGsX+Ro4cyZ4jhOChhx7Ct771LVxzzTU4//zz8Zvf/AbHjx/H3/72t3zTCQzDMLB79+7QLHR/Q2T+/c3d7kZNdvq7Fe0txWiMXRCLHSsE7FOKxDAMdLR3Zo5xukndWorlWN8U++u5icGMJTHgvABLxNmTJ4gOzzIF6R7ncymPrNjouheTOyA2f5G5A+Hjn1dhl0ql8Prrr2PBggXWCWUZCxYswNatW12P6+rqwoQJEzB+/Hhcc8012LNnD3vu0KFDaGxsdLxmVVUV5s6d6/qayWQSHR0d7K+z0/zSoYug6zrzjdu3NU1zbNPxbtvpdJptE0JwxRVXQFVVpNNpEEJACMnZpmPptmEYjm2aPu22reu6Y5vH43RxonO3b7txUhQFl156KVRVLRpOQdcJAObPnw9ZlvuFk713qaETX056yjzeXstNTxNXTiyTVMnwkzL3jUa4nCRJQnVVjfmewYCu60x0aWk+D7pfUiQYhmFaBSXKib9OdjFICAHJzMvQPNYpaVhcYL1vqYT7Otnj6wAg3Wvxzl4nWZYxf/58dr5srvm+9gp5P6mqiksvvRSKohQNp76sk6qquOKKK9jYYuAUdJ1kWca8efPY530xcOrLOqmqissuuwySJOWNU19KqeRV2DU3N0PXdYfFDQBGjhyJxsZG7jGTJ0/GihUr8Pe//x2//e1vYRgGLrnkEhw7ZrYoosf15TXvv/9+VFVVsb9x48YBAHbv3g0A2Lt3L/bu3QsA2LVrF4vX27lzJw4dOgQA2LZtG44ePQoA2LJlCxoaGgAAmzZtQnNzMwBgw4YNaGtrAwCsXbsWBw8ehGEYWLVqFRKJBDRNw6pVq6BpGhKJBFatWgUA6OzsxNq1awEAbW1t2LBhA3v/Nm3aBABoaGjAli1bAABHjx5lcYqHDh3Czp07AQD79+/Hrl278sqJimI/Th0dHVi9ejUMwygaTn1Zp/r6ehw5cqRfOPWcsoRHot3AmjXenFIJ80NGiQNpw8xeNTR3Ts0nTwEwXaRHjx5F3bE68/3o6OJyevvtt9HeZp7/WH0d9u/fz4Rdc9MpLida986AxtZJkjPdJzTCX6dURkjKQCKRwN533gYAJJOa6zod2H/QfJ9Svdj++qvsfdv2ymuu60TdsHQ+APDOngPcdTpy5Ajq6+sLeu0BhbmfDMPA6tWr0dHRUTSc+rJOhmHg4MGDRcUp6DodP34cGzduhGEYRcOpL+tkGAa2b9+Ot99+O2+c6HwDgeQR9fX1BADZsmWLY/+dd95JLrrookCvkUqlyMSJE8m3vvUtQgghmzdvJgDI8ePHHeM+9alPkU9/+tPc10gkEqS9vZ39tbW1keaTTSSdThNCCNE0jWialrOdTqcd27que26nUim23dPTQzZu3EjS6TRJpVLEMAxiGEbONiHEsa3rumObztFtW9M0Xx6nixOdu33bjVMqlWL8i4VT0HXq7e0lL774Ikkmk/3C6eCLPWT5tDr219Gc8OS08q5msnxaHXnl8Xby+u87yPJpdeRvt5905XRgYzdZPq2OPPmpBqLrOnntt21k+bQ68tfb+fdQIpEgj1zzDlk+rY7sWdlJNE0jz37DPOerK9q4PJreTZDl0+rITz98lO1/cLbJp+1YmrtOO58y5/6XZU3EMAyync7rX066rtPmR1vJ8ml1ZNW3mkmiJ8Xes85TSdd1OrE3SZZPqyM/+8gx2/gUd52SySR58cUXSW9vb0GuvULeT+l0mmzcuNHxGTDQOfVlnSj/np6eouEUdJ2SyaTj874YOPVlnejaJxKJvHFKJpOk+WQTe84LeS1QPGzYMCiKghMnTjj2nzhxAqNGjQr0GrFYDLNmzcKBA+YvZHrciRMnMHr0aMdrzpw5k/saJSUlKCkpYf8bhoHWllOQM2Xxqesge1tV1T5t2zNiysrKcNlll3H5ZG9LksS2ZVlm8wqy7Tb3fHDqy3YsFnPwLwZOQdeptLQU8+bNgx355JTduzTdKUMaKrnyoAkESkyCait34saJECs5QZZlKDFznkSX2Bzscy8pKUHl4Cp0IgU1JkNRFKt8Sea1snkQw3CcA6BJGgSGzudh72ErSRJiJXRexHWdYFhFluMl1hxkKDk86LaWMt+weIWEZKf5/pE0nweAnLXvz2uvkPeTLMuOe74YOPV1O/szrxg4BVmneDzO/bwfyJz6uk52/vngZB/jh7y6YuPxOGbPno3169ezfYZhYP369bj44osDvYau63jrrbeYiDvzzDMxatQox2t2dHTg1VdfDfya/QHDMHDkyJHQBFP2N0Tm39/cs7M0e1u9z2u1FAPLivUq0ktj2Vi5E1oI2C2pwTDQ25PMHJMRhbJ3uZPszFvAntzgXfsuaBFkxzGqBEmWbK3O3I/RElYWsVpizk9LunOPrnvxuANi8xeZOxA+/nnPir3jjjvw2GOP4cknn8TevXtxyy23oLu7GzfeeCMA4LrrrsNdd93Fxt97771Yu3Yt3nvvPezYsQNf+MIXcOTIEXz5y18GYCrt22+/Hd/97nfxzDPP4K233sJ1112HMWPG4Nprr803ncAwDAP19fWhWej+hsj8+5t7dtamvTQHD6zzhCqxlmJeBYqzRZfsUwjYMAykEmYwMusV69PHlWW42j6RfM+TVaDYbzzgzIq1P3q1VGPvV4lN2CXchV103YvHHRCbv8jcgfDxz3uv2M985jM4efIk7r77bjQ2NmLmzJlYvXo1S36oq6tjJk4AaG1txU033YTGxkbU1NRg9uzZ2LJlC6ZOncrGfOMb30B3dzduvvlmtLW14SMf+QhWr16dU8i4kFBVFZdcckmhp1EwiMy/v7nnZm36WezMR7nPnSfMR4lZxvjHqKqK8vIKdCFtK5HibRlkblVbmRPfsirZZVh8xKP9/LQMi6xK0FPEs6Uatc6pcQlqqbfFLrruxeQOiM1fZO5A+Pj3S+eJZcuW4ciRI0gmk3j11Vcxd+5c9tzGjRvxxBNPsP//8z//k41tbGzEypUrMWvWLMfrSZKEe++9F42NjUgkEli3bh3OOeec/qASGLqu48CBA6FpMdLfEJl/f3NP9fbNYkcFmRKDVcfOy32Z3XnCpyadrutIUFesTK1p8DzGKlBsuWJZ7Ts39y1zxQa32DHuGRGo+LRHA2zCrtTfYhdd92JyB8TmLzJ3IHz8o16xeQIhBK2trZ6FT4sZIvPvb+7pntw6a17Qbf1SqcDpmyvW/N81Xo4QaOlMKZJsK5+LNY3G60nvx2IX0JJof465bwO4YvtisYuuezG5A2LzF5k7ED7+eXfFigpVVTFnzpxCT6NgEJl/f3NPZXdG6PGx2FGhplqu2ECdJ7IElFtSg6qqKC0pQw80FmMX2BX7QWLsAvR+tTKCM+cIYLHUkpljbDF2aReLXXTdi8kdEJu/yNyB8PGPLHZ5gq7r2LdvX2hMs/0Nkfn3N3faoJ6JDp8YO8PWSUIJ0Cu2r0kKuq4jSXvFKtmuWO8MV0mxu2Izx7gJO5c2ZJ4xdrplrQQsl6xXv1iaPKGW+FvsouteTO6A2PxF5g6Ej38k7PKI3t7eQk+hoBCZf39yp67Y8qHm7ewfY2c+yqrVUuz99Ip1s9gBNncvFV2qtxikgq8vyRPUypcd++dlfWOJI1k9bD0tdglL2MV8YuyA6LoXGSLzF5k7EC7+kSs2T1AUJSfpQySIzL+/uVPXa8VQBR3HdX9hp+cmT3hlhbIkBVq6xMdipygKYmocCeisfAmrF+diGbOSJ6x9QV2xtEZesKxYp4BUgsTY9cFiF133YnIHxOYvMncgfPwji12eoOs6du/eHRrTbH9DZP79zZ3WsWMWO78YO1s2qRwgecJglrFgyRO6riOVzNSxU53uW9cMV1buhOeKdbHY6dmu2CBZsXDOSw1gsUvSgs7+MXbRdS8md0Bs/iJzB8LHPxJ2ESIMcKQyrtiKoabC8Y2xsxXpVYIkHLwPVyxzk9LkCWZN8z4H12LnIrqyBWegrFhqrexDgWIq7GKlEpSMsNNdLHYRIkSIUGhErtg8QVEUTJ8+vdDTKBhE5t/f3KnwKKsJZrHT7W21FJo84SHSsurFBXHFKpIKwOCUSAkWL+c4xkWnkiwxGEikZlvsAiSP6HaLnY/rOrruxeQOiM1fZO5A+PhHFrs8Qdd17Ny5MzSm2f6GyPz7mzsVHqVV5u1MY8LcYI8zo2U/PMVQVo05P5Gm6zrSKVMpSVlxea6u2Kx4OcCecOHWvss5H8nHKgjkthTrU4HiEvh26oiuezG5A2LzF5k7ED7+kbDLI8rKygo9hYJCZP79xd3QrXZYpYMzws7HTcisVjGJWdS8LHZGtsUu86nhJQZBnAkNvsWGOQWK2Xncat+5FU4OwkV1zs+zV2zaZrGLZ/Z5iOfouhcXIvMXmTsQLv6RKzZPUBQFU6ZMKfQ0CgaR+fcnd7uIK6k0lZCX6ACcbbXsteIIIZAkKWd8TpKCT+kSRVEAIgMgtpZiPuVOuFmxmfm61b5zaXUWpKVYdg9br6xg+pwS9++ta197Qggad6cw7OwYYqXF/xta5HseEJu/yNyB8PEv/k+bAkHTNGzfvh2a5hG8U8QQmX9/creLuJKgFjtbwWHqigQ8CgGzThWZRx/rm6Zp0DXDMdY3w5WTFeuXsZotBoOVO3G+Nj3GsyZfipaHkaDGM8IuxR9rX/vdf+3Gbz/XhBd/3O762sUEke95QGz+InMHwsc/EnZ5giRJqKmp4VpARIDI/PuTOy2UK6tAvNy7xhqF3WIn22z2bu5Yq8acM3nCTQhKkgRkCTXLTeoyJ05WrOXyDSYG/UqqmOfPzooNkDxBXbEx/xg7+9qv+34bAGDnH7rcX7yIIPI9D4jNX2TuQPj4R67YPEFRFEyaNKnQ0ygYRObfn9ytwH4JStzfrUgIcVit7DFt7okNLq27XFyksiyDGM54POYmdctwzUqEoPMD/Euk5MzLM8Yuq6VYzP8YKuLkmAQl7tyXDfva29unJdoNltxSrBD5ngfE5i8ydyB8/Iv7k6aA0DQNW7ZsCY1ptr8hMv/+5G4XdsxN6GGxs4s3ex07wMuaRsdTsebtIqUZsYAt/s3HTZptFQT8CyFbLuXMo48QdJ6Hzsu/QLGREcpqTGKdOtxasNG1TyXSDndt+/Hivw9EvucBsfmLzB0IH/9I2OUJsixj7NixkGUx32KR+fcnd4fFrsTfFWt3t2Zb7FxdsZrTTcri0lysb5LtY4WWL6GCzTXD1Ssr1q/2nex09xLDaS1zcMkSqazzRoCWYrJN2LlZRenapzqd+3tbvYtGFwNEvucBsfmLzB0IH/9wzKIIIcsyJkyYEJqF7m+IzL8/ubMG9aVWuyuvOnZ2y5SsmrEhVgIB/5jcWDb6Wi7nIfYECHps5hjX9mCZcfasWB8LHHMRZ7l7Ax2TXcfOw31t2GLsmLBzeY/p2ic6nPt728JR3yqfEPmeB8TmLzJ3IHz8wzGLIoSmadi0aVNoTLP9DZH59yd3KuKUuBX/RXR30WUXVkpWH1d3N6lTDPl1nnC4YrNdnm5u1az2YOa8Ms+5caGCM8v6Zp9zzjFZNfmC1bEzH5UAMXZ07buanWmzPS3Fb7ET+Z4HxOYvMncgfPwjYZcnyLKMiRMnhkbB9zdE5t+f3B0Wu7glitysdnbLlJRVisTNvWiJIecjiIvL07B4SzlFjd0sdrys2Iz71kUT5biIbaLQvXRLdsKFf1yelRUrBbLYTZw4EcmsCie9bcUv7ES+5wGx+YvMHQgf/3DMoggRNp97f0Nk/h+Ue6rbwOu/7cShzb2+Y7Wk+ajGraxYwF142Av00tR8q8eqXx/XjJVL9nZ5SrBZ3ZjoyozvS1asT/JEdn9Z+7F+iSDsmCBZscwqisAxdol25+v1torhihX1ngfE5i8ydyB8/MMxiyKEpmnYsGFDaEyz/Q2R+X9Q7q881oENP2jDn77ajFSPt6VHS5rPq6VmezDqWnRLoMhOHjC3zUf3OnbZnSes53jWNF5WLLO++WW42kQjs/K5JEJk95e1J174xvIxV6x/SzX6XFBX7IYNG9Dd6lx7ESx2It/zgNj8ReYOhI9/JOzyBFmWMX369NAo+P6GyPw/KPdT72U+HAjQfsz7g8JusQPArHZ0fzaYxc6efepXVsSlV6x5jLsrVpItqyDrPOEm0nhZsT5uUtZflsb+SZI/F7fkiQDlTpxZse6u2OnTp0PrMZ+PV5jjU93eRaOLASLf84DY/EXmDoSPfzhmUYSQZRkjRowIzUL3N0Tm/0G528Vc2zFvF569QT0Alhnr5oqlHRbsFjvmivXpCpHdKxZwEUQkVwDSt8KvJp3MOcY1xo53jF/CRY7FLrPfRagBtgSVmPU+u7UUo2ufznjRK4abE0p1F7/FTuR7HhCbv8jcgfDxD8csihDpdBpr1qxBOu1RR6GIITL/D8KdEII2m7Dzs9jZ210BluXO1RWrOS1WgC15wkUMkey4NHu3Co4FLpVKc87hnQiRHccHWJY4P7eqM5PW2wKXbbH0K1Bs6ISdR4n7W+zo2ie7zIMGMWFX/BY7ke95QGz+InMHwsc/EnZ5gqIomDNnDhRF8R9chBCZ/wfhnuwgSPdYIqCj0UfYpZwWO8VX2JmPzhi7YPFvlivW22InQ8kZJzGLnXdWrNNi5z0vKiqdte+cz2XDyBKDvvGFNn6OGDsXiyhd+3TC/J8JO59YyWKAyPc8IDZ/kbkD4eMf9YrNE2RZxpAhQwo9jYJBZP4fhHtvu1PFJDu8BYFhq7EGgAkPV1ckTQSw3fmKb7uvXCufrJqih2uBM5yFjO3brm5VnsXOpydttkgDqJgkXMFJDAIQ53z8LHZ2y5wSMMZuyJAh0HpOAgAqhpuqUwSLncj3PCA2f5G5A+HjH1ns8oR0Oo2VK1eGxjTb3xCZ/wfhnmh3Kp9Eh7cg0GylOAD/chy8rFgqjHyPUYJZ4FJJzTHGfqx76ZLcpA4WY+fbEcN+nsy8OGLQfu6cGDsXUWu3zDk7T5hu82zQtaeu2Iph4sTYiXzPA2LzF5k7ED7+kbDLE1RVxaWXXgpVFdMoKjL/D8I9V9j5WeyoBS5jsfNpUs/LilVYS7HgxYO9hJqcMbXxhKD7OZzjAP+4vOwCxeYxcJ2XXbwFzYqlljlZNa2B9P11O4auPXPFjjAnpKfcrXzFApHveUBs/iJzB8LHPxJ2eYIkSaisrGTlHkSDyPw/CPfebGHX7lPHLivGjsWMuYgIapVzWOz82n1xrXzmI0+oUUOWs3RJ5jkfV2xQq6D9tWRO8gTPymffxxJBfLJidRdXt/lc7jF07WmcJI2xA4o/zk7kex4Qm7/I3IHw8Y+EXZ6QTqfx97//PTSm2f6GyPw/CHcq5KrGmoLA32JnPjLh4eOKJbx4OZ+sWJ6Vzyv7NJ3guGJlH1esh1XQrz2YxHPFcsSgfa5BCxQbaef7ZbfY8YQdXXvqei2plJkYLPY4O5HveUBs/iJzB8LHPxJ2eYKqqli4cGFoTLP9DZH5fxDuVMhVjzeP9UueyI6xk32C+99PHbvs1l2AdyybnFFnXAufbyIE5xx9iLGTPMSgfa70mKCuWCroZFVi4pMnnunap3szBYrLJcQrzAPs2c7FCJHveUBs/iJzB8LHPxJ2eURYFrlQEJn/++VOLXZU2KV7iWdslqE5hQetZ+cbY9eHOnbc5AmvWDYquOyxb74WO3pM8JZivDZknhY7em7JOoa5Yn3KnTiEMEugcC95QoVdrFRmRaO1RHELO0Dsex4Qm7/I3IFw8Y+EXZ6gaRpWrVoVmt5x/Q2R+X8Q7qku88t/8ChbbJZHRiWLAYtnuWJdC/Rmxveljp2HK5Z3TDpp7nS6Vc1H9xi7vrcUI56uWM54Ho+Yj8WOI4RZSRmOeNY0DaueXc14qqUSYmXmOdKJ4o6xE/meB8TmLzJ3IHz8+0XYPfzww6itrUVpaSnmzp2Lbdu2uY597LHHcOmll6KmpgY1NTVYsGBBzvgbbrjB7Atp+1u8eHG+afQJqqpiyZIloVLx/QmR+X8Q7jTAvmSwZemh1h8eWIHirBg7f4ud3RXrfC7nGG6HB/qcuytW+oBZsX4txYiHZZDriuUkgXjxAHL75ALWe6xxLHaqqmLBFYus/0sly2LnUjS6WCDyPQ+IzV9k7kD4+Odd2D311FO44447cM8992DHjh2YMWMGFi1ahKamJu74jRs34nOf+xxeeOEFbN26FePHj8fChQtRX1/vGLd48WI0NDSwvz/84Q/5ptJnhEW9Fwoi83+/3GmAfbxCZpaelEdsltUr1vxfjjn3Z4NnfWN17Fxj7NyP8co+5WWr+sfL9T0uz3Eej7p02T1vzfE+Nfw4Fjtm5XM5JtGdeSMl0zWulvoL9GKByPc8IDZ/kbkD4eKfd2H34IMP4qabbsKNN96IqVOn4tFHH0V5eTlWrFjBHf+73/0Ot956K2bOnIkpU6bg8ccfh2EYWL9+vWNcSUkJRo0axf5qamryTaVP0DQNa9euDdVi9ydE5v9BuFO3a7xcQqw8Iwg8ymRQi50cMCuWiaFYrtXKzZrGs1p5WbrSaeqKtZ6zlzvhFfY1OFmxLC7Po4+r/bXtx3gJTvt4vxp+/Bg785FnsdM0DS+s2wQAiJWa3gQq7IrdYifyPQ+IzV9k7kD4+OdV2KVSKbz++utYsGCBdUJZxoIFC7B169ZAr9HT04N0Op3TrmPjxo0YMWIEJk+ejFtuuQWnTp1yfY1kMomOjg7219nZCQAwMlHeuq5D1/WcbU3THNt0vNt2Op1m2wDw8Y9/HLFYDOl0GoQQEEJytgE4tg3DcGzTC8VtW9d1xzaPx+niROdu33bjRE3TsVisaDgFXSdJknDNNddAUZQ+c0pmhJ1SSpjFrrfTnROzzMk6DMOwWaCc/Ojc6XhJNhgnSTH36Rrhc6ICSrX2U2GXTuXysFqKSWy/3UpGDM7aZM5BYLD9RNIz4wl/nWzuW8qPnieVstaDctIy74msSIyH1XWDcNeJ8pNVMH52d3f2tacoCq641Py8U0qcte+0XpL3a6+Q91MsFnO4o4qBU1/WKRaL4eMf/zgoioFT0HVSFAVLly5ln/fFwKkv6xSLxfCxj30MciYuJB+c+iIa8yrsmpuboes6Ro4c6dg/cuRINDY2BnqNf/u3f8OYMWMc4nDx4sX4zW9+g/Xr1+OBBx7Aiy++iKuuusr6YsnC/fffj6qqKvY3btw4AMDu3bsBAHv37sXevXsBALt27cL+/fsBADt37sShQ4cAANu2bcPRo0cBAFu2bEFDQwMAYNOmTWhubgYAbNiwAW1tbQCAtWvXorGxEYQQrFq1ColEwhFgmUgksGrVKgBAZ2cn1q5dCwBoa2vDhg0b2Pu3aZP567+hoQFbtmwBABw9epTFHR46dAg7d+4EAOzfvx+7du3KKycqiv04dXR0YM2aNSCEFA2nvqxTR0cH6urq+syppy1ljq/fD0Mxt99+8x1XTske82Z/a8+baGtrY9ak3u4UlxMVKo1NDYxTw4njAIDuzh4uJy1FBZG1TlQQ7X/3QA6nusN15nhVYutkz1wlRu469faYrRoOvneArdM77+wDYFoZeetEEy50Yq0TFbZv7HgjZ51aTrUyHnSdqIu1tyfJXaf3DhwGACTTvWydUnoi877kXnt1dXVoP9WZ4W++b22dJh8tSXyvvRd+2IKffvgYTh5MDLjPCEII1qxZg46ODgcnUT73CCFobGwsKk59WaeXXnoJhJCi4hR0nQgheOONN/D222/njROdbyCQPKK+vp4AIFu2bHHsv/POO8lFF13ke/z9999PampqyJtvvuk57uDBgwQAWbduHff5RCJB2tvb2V9bWxtpPtlE0uk0IYQQTdOIpmk52+l02rGt67rndiqVYtvd3d3k2WefJalUiqRSKWIYBjEMI2ebEOLY1nXdsU3n6LataZovj9PFic7dvu3GKZlMMv7FwinoOvX09JB//OMfJJFI9JnTzz5yjCyfVkca9vaQP9zYSJZPqyNvPdPhyunxjx0ny6fVkfe2dBFd18nGH7eS5dPqyPoHWricXvlVO1k+rY48+40mxmnVt06S5dPqyJZH27icfnrJUbJ8Wh1pPpBi+5/8VANZPq2OvPtCZw6P3avayPJpdeS//6mB7U926WT5tDqyfFodSfXqOTz+dGsTWT6tjuz4Yzvb/8afzLk+/ZUm7jr9aIb5eu3HU4zfH244Yb5nz7bnrNPxt3rJ8ml15JH59YxH454kWT6tjvxi/jHuOr39XCdZPq2O/O4LjYzfk582uR94oSfn2kskEuSpn20gy6fVkceW1BNCCPnHv5vv7yuPt3teex2NafYerb7n1ID7jEilUuTZZ58lyWSSe+0V++ce5d/d3V00nIKuUyKRcHzeFwOnvqwTXfve3t68cUomk6T5ZBN7zgt5TeEYNmwYFEXBiRMnHPtPnDiBUaNGeR77ox/9CD/4wQ+wbt06nH/++Z5jzzrrLAwbNgwHDhzAlVdemfN8SUkJSkpK2P+GYaC15RQzmyqK5Seyb9szXIJsx2Ixtl1eXo6PfexjOXOxj6HbkiSxbVmW2byCbLvNPR+c+rIdj8cd/IuBU9B1Kisrw9KlS2FHUE40xq68KoaSTGFbPSmx18/mRF2I8TIVsiwzNyEtNpzNg+i95rFxhXFSYuZrEwNcflY2qbWfdW6AksNDzZgNFVVm+w3ZClEgBhDLXhtaHiRmnZfO0dAJdz1YwoUqs7WhrljWr9bGg1AXsY2HlLGKsjIw2WtjWLGL9DmW5ZomOeuhqirmzLoYR3ASaql53ni5+agl+Dzo9ntv9rD/G3alHNfbQPiMkGXZcc+frvtpIH1GZH/mFQOnIOtUUlLC/bwfyJz6sk6Kojj454NTXzJu8+qKjcfjmD17tiPxgSZCXHzxxa7HLV++HPfddx9Wr16NCy+80Pc8x44dw6lTpzB69OjTMu/TAcMw0NLS4oi5Ewki83+/3PU0gW7qDMTKJcTK/TsW0CQJlfaKDZgVK9mzPH26L1hJB8H6uNL4PmfyhM0V61HUmFdShVfuhBBidcSwJ1x4tDqzYvI4XTdcsnV5vXW9SsoYhoG2ZtMVSZMmWFasT4HitmOaY5twkkzCDJHveUBs/iJzB8LHP+9ZsXfccQcee+wxPPnkk9i7dy9uueUWdHd348YbbwQAXHfddbjrrrvY+AceeADf/va3sWLFCtTW1qKxsRGNjY3o6uoCAHR1deHOO+/EK6+8gsOHD2P9+vW45pprMGnSJCxatIg7h0JA13Vs377dNe6v2CEy//fL3S7g4uX2cidBsmLN/32zYrkFiulzbmVF3MuE8MqX6BoVdrbxtm1eGzJer9ggGa458/IokWLw+uR6lEcB+OVOaDFoKsLt0HUd7+49CACIZSx7sYzlzi8rtt0m7NI9hHUhGSgQ+Z4HxOYvMncgfPzzXk3vM5/5DE6ePIm7774bjY2NmDlzJlavXs0SKurq6piJEwAeeeQRpFIpfPKTn3S8zj333IPvfOc7UBQFu3btwpNPPom2tjaMGTMGCxcuxH333edwtxYasVgsVEKzvyEy//fLPd2byYiNmQLNKnfiX8dOze480YeWYrJPHTtuvThWIiV3vJRxz8qqdV/bS4xwhRqn76tnezDDPo5XhiX3HBYP21w9LHz2/dyWYpz3OBaLYeo556EOrcxly1y3PnXs2uudk+44rqOsWnEZHT6IfM8DYvMXmTsQPv79UiZ52bJlWLZsGfe5jRs3Ov4/fPiw52uVlZVhzZo1p2lm+YNhGGhubsawYcMcwlUUiMzfzl2SJLy7rhethzXMuWEwEwU8UFedWpZl6fFw4WXXsaOWOzfrGxVvfJHGsaTZy4o46sVlzsNzxWocV6wkARIA4t1f1u4mZaKL54rV7W5e27w8CidTkWZ39/p23WC9eK19ioe72zAMtDabWWzMFVsWrI5dV5Nz0u3HNYycGvc8JkwQ+Z4HxOYvMncgfPwLP4MihWEY2L17d2h87v0NkfnbuTfuTuGZr5/CSz9px55nuj2Po8KOCjq/VlSEkNxese+nk4KHW9Xh8gx4DIvjy/p08RSQvL6vrA0Z5xy2fbyetDzBSTguZUn1tlbqXhY7ToFiwzBw7IhZwiDbYucXY0ddr7RPcM+pgXXviHzPA2LzF5k7ED7+kbDLE1RVxfz580PTO66/ITJ/O/f6nVYg1rHXk57HUVcds/RkIgvcBIGhAcg8peTE2Pm04eLE2Okcq5XD5Wm3pnn0fpUyHyuK6vx4kT0scHSfo++rR7ycM8YuWOsydg6OtRLEJS7PK8aOI55VVcWZZ0w0t0up5TUj0D2EHSEEva3mpIeeZS5mb1s44nWCQuR7HhCbv8jcgfDxj4RdnmAYBurr60Oj4PsbIvO3c2/cYwm7hrc40fY2MFcstfSUuluGAKd4U7JcsX2JsWOZoRyrld1FKfGSJzjLq+u5rljzf/PRu92XXTx6iTTrtWWOi5gnOJkl0dFSzDqfl/VR4bQUc7PYtZ4ys2KpALSyYt3vhXSPZX0depa5OD0tA+veEfmeB8TmLzJ3IHz8I2GXJxiGgYMHD4ZmofsbIvO3c285ZJl1Oo7rniUsqMuVZsMyV6yLpYcn7FgpDtdkgFyhInm6L61th5WPHsM5j9XmzLnf0wKX2Sdz3KrccicOVywnw9dDPMoc7o55w77P+bqA/T3mC7uWpjbHuCAWu55Wk6RaKqFyjHmy3taBde+IfM8DYvMXmTsQPv7hsBsWIVRVxbx58wo9jYJBZP527p2NlsLQkgS9rQbKh/AzHakrNlaaJexcYuyYK1CyhId/Vqz5yI2X41ns9L5bxlxdsbKZPeGVscqtlccTUJyYPPMYj+QJj7ItbsewuDyH69rbFTt65Dg0oAtqJu9BDSDsEm3mF0JZlYyyapN4T8vAc8WKes8DYvMXmTsQPv6RxS5PMAwDR44cCY2C72+IzJ9yT/XqzJ1GhZRd6GWDuurULGGXdhN2KStjU5Iktg3wi+cCdlcsz8rFE1DWtiNJwcMVa3CyYgG7xS73GG65E+oi9hrvkqDB5cLJCFZsApef4UvnYu3zy4ptazGzYrNdsV5ZsTSerrRaRvmQjLAbgBY7Ue95QGz+InMHwsc/EnZ5Qth87v0NkflT7h0NpkknViZhxGRTDXR4CrssVyyNsXMRBFS8UQEBWGVP3LJieUJFDtKtQbHEI+BtTdM5xYYdx3hlxcrBxvOSQMx5emT4su4W9nNkyrCAnxnLFcI+rtiudrM1GBN2AbJik53mc6WDZZRWmcSTHQPr3hH5ngfE5i8ydyB8/CNhlyeoqopLLrkkNFky/Q2R+VPuvafM/weNVDBohKkmupvdhV1uVqy3pUdjFrtgxXMBF9cii5fz6NaQ5fKkYpBnTZMILb3Cz4r1ainGra/Htdj1vaQKE2k5XDLH8PhzOnV4dfdQVRVDq4eb4zLCjgp1L1dsssskWTJYQskg2bFvoEDkex4Qm7/I3IHw8Y+EXZ6g6zoOHDgQmhYj/Q2R+VPu3S2mKiirllkHARpLxYNVxy5Y8oSRVcMOsLlVXYSdzm0p5pF9yuk6Yf6feZ6XPEEFkktWrFeSRtCWYlaxYed+xp/nInbhwpIhuO3R3NuQcZMtdB3t1BUbCybQAUvExQfJKBlMhR3hJpqEFSLf84DY/EXmDoSPfyTs8gRCCFpbWwdcI+/TBZH5U+697VZAfCkNiPeoTUYFnBqwQDEVFs6uCD4FitOcQsAedex4hYPt//PdpC7WtMx5PC1wji4SmdfjZtFmXlN2ijRWIsUjEUTO+lEteVksWVZsrsWOJ54JIUj0mgfR5AlacNrQ3C2pqS5zf8lgS9iBAKnugXP/iHzPA2LzF5k7ED7+kbDLE1RVxZw5c0Jjmu1viMyfck93mf+XVMooqzFvtUAWu6wYO1dh9z5csdQq5bDYURcpN8bMOYYd45HYAIPvivWsS0etafbSJZ6dJ/iCU/YoqeJqsfPKCubV/aPvMWe8qqoYXFZljstKngDc1zLZmXHFVkhQSyQm1geSO1bkex4Qm7/I3IHw8Y+EXZ6g6zr27dsXGtNsf0Nk/pQ7tc6VVckoz1jsvGqTsRg7WqA4HqzciVPYmY9+vU95rkUv61tOXJpX8gRrKeZ8zkt08RIbvLpIEE5Mnu8xPtZHbucNTt0/L3e3ruvozEqeUOJgCRpuCRTJ7owrNmOto1a7RIAEip4WnbUjKyREvucBsfmLzB0IH/9I2OURvb29hZ5CQSEy/97eXpbVWFIpozQTY9fr8QWcE2NXalmSuALKVu6Ewi8r1uD0PvWsY8cRXOb/XqVI3GrM0ec55+FlxQZoKZaTeeuVPMEsds79zPrIjbHLjOmDu1tLmgSpsJMkybdIMc2KpYkTVNhRF60bTuxN4ZeLG/DE/25Eqrvw4k7kex4Qm7/I3IFw8Y+EXZ6gKApmzZoFReEXoy12iMyfcmclLCqtorOeFjtaxy6r8wRgZcDaoXPKnfi7YjmuRQ+LHXFzxXrE2IFmxSrBXbE8C5y369Y7w5XfHiz3HIA3f165E6/OE4qioCRW7hgH+CfCpGhW7CDJ8UhdtG7Y/utOpHsIOk/oeOsv3Z5j8w2R73lAbP4icwfCxz8SdnmCruvYvXt3aEyz/Q2R+VPuve2ZorNVMkoGZ76oPWKm0i6dJwC+ILCSJ3JdsUR3KbjLSQaQPOrYuSUcWGVFco+xWooFd8XyLHZe5U54nSrMY/w7T7hZH3kWOF65E7+s2J7OBAAreQLwF3YsK7bCfAOoSzbhIewIITj6epL9f/S1pOvY/oDI9zwgNn+RuQPh4x8JuwgR8oRkh2Wxoy62lIewo7F01AUryVYQPS/OTueUO7GLPM9kAEcsm/M5x3iXhAPvQsA+rlivPq4B25ax3rIu5/AqqZJd1Nir9h2v3Ilv5rFGY+tsFjvqiuVYXgFL1MfLzXGlrOSJ+/XS1aSj64T1Zja8lXIdGyFCBHEQCbs8QVEUTJ8+PTSm2f5GsfLf/HA7/nP2MWxb0eE6hnKnge+lVZaw09MeX+5ZWbGAd2YsN8bOJlq4La844sarjh2vIwTgLQaJT4Fiz64Q9qzYQOOz5uVZk8/Ffet1DC8m0cPdrSgKFJgL4hDccW+LHbPWlmVi7OgPgU73GLvWI+bkKoaZY7uadGYlLgSK9Z4PCpH5i8wdCB//SNjlCbquY+fOnaExzfY3ipF/5wkNWx7pgJYk2PJIh6s1hXKnmYqllTJi5daXvJvVTmPJE9Zt6eXC48XY2S1LXGGn8cSg8znHeFcrl5cYyryOFLxAMc9Nau8tm10fihUozqljlznGI3ki+xhP/mmexc59vK7rSPaYpjz7usQCWuyoqI8HcN231ZlvwvDJcdbZhO4rBIrxnu8LROYvMncgfPwjYZdHlJWVFXoKBUWx8d+/wcp6SvcSHH/DPaapNF5mJU9UyZAViYk7ty/rdFZLMcC7SDG12MlZNelYwV2PmDFn664AMXYuJUK84uVcs0+5mbSZMZwYO94xzBWbHfvHEiFyz+EeL+jF33zkderwdcX2IXki3WsSpNcItdh5xdi1HTUnXHOGiuozTFKtBRR2QPHd832FyPxF5g6Ei38k7PIERVEwZcqU0Jhm+xvFyL8xK4bJLaZJURTUjjub/V9aGayEhZZV7gTwEXYZYaHGnRYoq4CuV5antc+rjh0v9g2wW984RFwLFDtf03EIJxnCblnLFnZWQePseXm4b12LLZuPnu+Xo9xJ5jkXVyzRaB1C236PdTR0Aj1zKVGLHY2xS3kIu44Gk2TlGAU1GWFXSItdMd7zfYHI/EXmDoSPfyTs8gRN07B9+3ZoWmF/QRcKxci/cY/57Vt7SSkA4MTbfGGnaRq2v/wmAPOLmgqtkgofix1tKdbHGDu76AC8hUef69i5ZZ96WN90zdxJkOWKdWkRRggBHcrLijXnkXUMq68XPBHC15Lo4VbmlTvhCcF0Km1l0saDCXRqqQVsMXa2frFu6GoyJzx4pILK0SapzsbCuYKK8Z7vC0TmLzJ3IHz8I2GXJ0iShJqaGkiS5D+4CFFs/PU0Qcth86adstg0ubu5vSRJQplcBcB0w1LEaUA8p/8nMYjVK7YkmAuPxtC5Wuw4rkKdI1S8atLxsmgB784TVk267GP4Asr+Py8r1v6a2fPKTerIiFReiRQ6L5fSLdzyMLxyJ6xXbO459HRuwgRgraPuIewkOdOlAkA8U8fOyxXbddJ84wYNVzB4ZEbYnSicsCu2e76vEJm/yNyB8PEPR2OzIoSiKJg0aVKhp1EwFBv/tqMaiG7GQI27sNTaZ5CcYHxFUTCsciyAk8wNCwBxarHjfFnbLTn2rFgvFx4VdnIsy2rlkbVplfywjQ8QY5Zb7iTzetx4ORpj5lR2bsfYRZj9vbRb47Ln5tZSjFkFeYLTJeHCK2aOCUgbFWoR5RaB1q31Dm6xy8TXlUnsi4FeN26uWEIIs9gNGqGwpIxCCrtiu+f7CpH5i8wdCB//yGKXJ2iahi1btoTGNNvfKDb+1Fo3pFZF1RgFsgroKf4XqaZp2LV9LwCnxY4GxCc5rZ/sPUTtFrvY+4mx8yqg69X71KNenOSWcMB1X1JXrJOn7JIVa3ebOurrOSx2WVmxbu3BPIsae3er4Lpvaa1AniuW8/4me9O2cdZ+tcR85Aq7ntwyN7RQcZJj3QVMqy+19FUMV1hWLBV7XtDTBEdeTSDVc3pbkBXbPd9XiMxfZO5A+PhHwi5PkGUZY8eOhZwd3S0Iio1/6xHzC7tmQgyyKmHwKPOLtON47hepLMsYFB8CAA6LnVWkOPfLmrpalbjTCvV+YuyYxS6rtAYhhG+xC1LHrQ9lRZjFTs22pvHPQxwWO/t42zxyjvFxxXokaOSUbvHgzytQ7BWTSFhGLBxuGa91TDFhZ7tWMuVO3Erj9JzSM8dIiJfLGDzSnGCi3UA64d2t4umbT+J/vnQSf7i+iTuf94tiu+f7CpH5i8wdCB//cMyiCCHLMiZMmBCahe5vFBt/moFYNdZUG8xCcpIv7MqVGgBOYUfjpnhf1lY7Mef75VXYllfHDrD3MnWOt//vLHdiPhKdUy/Or6ivR+kS16xYF+sbkJUVK0m2Y8A9Jjt5QvKyvrnFC3pmxWbG8Nq2GRzrI6frBGBZVb2SJ3gWu1Q34ZaU6cn0HC6rockWEjvey2p3eHMCR7ebZXqa9qbxzpoe17F9RbHd832FyPxF5g6Ej384ZlGE0DQNmzZtCo1ptr8xEPgf3Z7Ar69twF9uO+nrluo4bvKoHG2qgEHD3YWdpmk48HYdgKzkCepe4wg7jZMRC3i3oqIlMpTsGDuXgrv2/+1WPrvIc0tsyE44YOVOeEV6qStWcr6YW39Zu3DJLV9Cj+G7b7PHB+pW4dZf1qMFm+IoUGwdn+2OTfaaL5Ij7DwsdvYYOwpq3QUsi54dibaMsKs2x0mSxH5seGXGvru+1/H/nme6Xcf2FQPhns8nROYvMncgfPwjYZcnyLKMiRMnhkbB9zfCzj/VY+CZ/3sKzQc0HHwxga2PurcIAyyXa+UYp8Wu281ip2ayYh2uWFruhPPlzqlhB9hi7LwsdlnCjrpAdS+LHSfGDsgVRK7dGjxi2WgdO1lxaSnmYn0DcvvLuh7jk+Hq1XnCzWLHzwqmY3LLw9ifp7C7Yu1Q+mixU+LWvHgW3t52KuwsMjQz1stid2RrAgBwxTeqAQDHdiSZsPygCPs9n2+IzF9k7kD4+IdjFkWIsPnc+xth5793VQ96WqwvtF1/6uZnOWbQ0ZCx2I0xv20rhrt/icqyDDltlkThlzvxsNhlCbsgnSeyRYTskrVpdzU6yop41Ivz7dbgYRlzL1DsUpNORk65ALeixsRFcLKsWK+adG7ikfNjmx9jZ3s+6z020i6uWE+LXUbYlVvvlyRJVrIN54dAb5bFDrB+bHS6CLueFh3tx8znzvvfFRg8UoGeAo7v4tdj7CvCfs/nGyLzF5k7ED7+4ZhFEULTNGzYsCE0ptn+Rtj573vOjC2ad3sVympkJDoM1xZhyU6DtQejhWD9XLGNdacABE+ecLPYBSl3khNjR+Pfssp3MLEjZcfYuVugXMudeCRPuLlirQLFzvH0NbITIRzHZAtOmjzhJtICdrcA3C12zmQT5/vl1rYtlXBxxcb969jFstzwcWbhzf0hkGgzJ1ZqF3bUYufiiqUFtWtqVZQMkjFmplk0r3H36RF2Yb/n8w2R+YvMHQgf/0jY5QmyLGP69OmhUfD9jTDzT3YaOPa6KeLOWVjOOkkceYUv7Noz8XVl1TLiGauKnys2ZlQAyC534v5FrWUyGXNi7GhhW853Ly13khtjRy1Q2dak3HgxwKfDg+4ioN5H8oRbgWLmVs0SXPZ9ORY7lq3r3O8lOF2tjy517OwiNzvD13J3981ilw4YYwfYEyg4rlhqsbNdX+zHRjNf2DW9axIcOcU06Y6abgo7t9Z4FFqKYOt/deD5+1pw6qBLg1yE+57vD4jMX2TuQPj4h2MWRQhZljFixIjQLHR/o7/5E0Jw6OVe7Hm22zcR4tjrSRgaUH2GipozVIydZRYZoy3DstHZ4IyvA7wtdrIsQ+s2eTsLFLsnTzCrTUmWgKCWHl7yhGtWrPN5Cl68GGC6M916v7rFpTEBxe08kRE3WTF2VoHibPHofE07WFeI7Exat0QIj9IlxMX66BaX55ZsYv8/u22bwfrEugj0PljsvCy8VoxdrrDj/dgAgLYj5gVQU2tOfnRG2GX3QM7G6m+34OWfteONp7rx++ua0F7Pt0pEn3ni8heZOxA+/uGYRREinU5jzZo1SKfdf+EWM/qTPzEIVv57C/701WasuqsFv/3sCfS2uweQH33NtMydMccUdKOmmV90jXtSOeU+AKC9wZkRC1hfoslOkhN8nk6n0dVq8i7hdJ7gtRRzjbHzCLpnFrhs0eFSZ83NYgXYxE1OJi19ni+GeBY76orVs8xsbuKRuLhV7cfkxtjx4+Wsc3hY7FyTJ7LGuySbAO5t21KZAsWy6jx/kF6x9jp2gK1TCdcVa+6zu2IrPH5sAFYLvJoJJuGR0+KQZLPItlvCRcNbSexd2QNIQPkQGYl2Ay/9tJ07NvrME5e/yNyB8PHvF2H38MMPo7a2FqWlpZg7dy62bdvmOf7pp5/GlClTUFpaivPOOw+rVq1yPE8Iwd13343Ro0ejrKwMCxYswP79+/NJoc9QFAVz5syBonC+rQRAf/Lf9Zdu7F3ZA1k1W36dek/Diz/mf/kAlrAbd6Ep7IafE4esAr2tBrdUBMuIHW1xiQ+y1Q07mZ2yKYOkzFurjFPuhOdaYzF2Lq5YfrkTvsXOvdwJfZ7j8nSxdBkurljJI+GANpxQ4/ys2BxXLLWkybnzoufJzr61Ei7crG+cabnG2PHdqvb/s93Xbt0niGZyVkuc3D2FHafzBGCz2HF+CHglT3SfNLg/ULKFXbxcxtCzzG03a/WuP5vlUKYuLccn/2s4AGDvyh407csdb7/nU90GDm7sxbHXk9w6fMUIkT/zReYOhI9/3oXdU089hTvuuAP33HMPduzYgRkzZmDRokVoamrijt+yZQs+97nP4Utf+hJ27tyJa6+9Ftdeey12797Nxixfvhw//elP8eijj+LVV19FRUUFFi1ahEQikW86gSHLMoYMGRIa02x/44Pwbz6QxrrvteKPNzRh7b0taDvqHpCa6DDw0k9MEXfZHdX45KPml8+eZ7rR2Zh7XKrbwIm95pfS+IywU0skDJ1oWe2ywWrYjbG+3SVJQsWwzBdpVkxTqpMOsjoIAJYFRk/lCgJqtVFdChTzXHhuMXZuokN3yQoF3JMUWE/W7G4NLm5V+zFuWbFu5+BZ7NzakLm3B/OI/fPJis2uY0dFqyTz+svSMdkxduajmys2aB07wDt5glfuhFqRtSRBsiP7+jLQlWl/V3OGdR2PnJZxx3Ku+1SPwZKMzv9EBUaeG8eUxWa297Zfd+aMp/f88TfSeOyqBvxlWTP+cH0TfvfPTWg5FA5LRj4h8me+yNyB8PHP+ywefPBB3HTTTbjxxhsxdepUPProoygvL8eKFSu443/yk59g8eLFuPPOO3HuuefivvvuwwUXXICf//znAExr3UMPPYRvfetbuOaaa3D++efjN7/5DY4fP46//e1v+aYTGOl0GitXrgyNafZ0ghim+7GnVedakgCT/z+eWYljb/Zgx+878fx9Ldjwg1bs+lMXelr4bh89TbD5F+148pON2PmHLhx9LYk3/6cbT36qEYde7uUes+WRdvS2Ghh6lopZnxuEcReUYPyFJTA0YMcfunLG1+9MguhA1TjF4VodNdX8gjvxdu560a4TdosdAJQPNW+f7lNOPl2nzC/JksGSQxBQix2AnDhAzSUrlvUY9bLYBXTFEi+LnYsFjpUIcUtS4LliM6LLyDL/WTF2WecIlBWbfYzz+ZzxvC4SLsWWZRdRa3BKnVC4umIzWbHS+3LFulnsnG8YIQS9rSYZu8VOLZFYTGe2O5b+OCqtlB1i0Lruc4Xdoc0JpLoJqsYpGDfbvBDn3FgJAHhnTQ86TzgvlnQ6jb+sWIenb25CT4uBwSMVxMokNLyZwm//6QQObebfw6luA9uf7MRTX27Cr69twFNfbsKWR9vRfCDNtTzaj2vck8LxXUk0H0iju1nnuuCzYegEWopATxMYmtnZw+s8QVHMn/l+EJk7ED7+nI+s04dUKoXXX38dd911F9snyzIWLFiArVu3co/ZunUr7rjjDse+RYsWMdF26NAhNDY2YsGCBez5qqoqzJ07F1u3bsVnP/vZnNdMJpNIJq2MR3oTG4YBWZah6+aHoKIojm1N0yBJEtuWZdkMjHfZTqfTUBQFsixj04MdOPi38/Ho904AEgBIkCSAgFi1ugiBJEsgyAyBtcHKedn+J4TW+cp8EUpS5vUyA7OPdRxnPwnnWLptO8B8joAQCVqCIJ0woCVyi+WWVJrWq4phCsqHSIiVKmg5nMaJvedjb/JUzno8/91WTLy8DDM+XY5xF8YQi8fQsDuBtf/Riqa95pfFWZeVYPLCCrz5dBeOv5HC324/hU/+cijGzIizdTr1Xho7M+LtsjsrocQkaJqGWV+owNHXktj15y5ccutgxEqs9avLtFOiX1TpdBqqqmL4ZFMdnXzXjLPTNA2qat4eNCt28GgF6XQasVgMhmGgbIj5hnaf1Nh4wzCQ6MjEP1XKbL+u6yASgRIzxUCiQ0NZlXW9UVesUmI+smsvK8bOce3ZChTbrz0omRg3jTB+AJBM0PgvMB6UKxU3qWQagMnPMAxLUMnWPWMYBhOC1Apov2+ogIyVOO8nSJnX0LN5mGNkRcq5n6jYS6c0EBKHJJlc2Re4ZH0pmzyou9ear67r5poxK5/EeKiqahODJg9CCFRVRTqZmZcq5XxGsOLBCQ26rrLPCHtWLP180TQNciwzxwRh++na2IWd/dpjMZldhO2PxWJIdessS7qkEo5rr2K4WbqnsymN6lqJXXunDpsHVI035095DD/XcsXS16HX3qFNpgdk0vwySLK5NiPOVTFudgmOvZ7Ejt934rKv17BrTyIK2v5xLrSEgTMuKsHVD1VB61HwjztPoX5nCn++pRmX31mF8z9Ting8Dj1t4I2nO/HKo12OmpI4oKHulSQ2/7wDNRNU1H6kBEPOiCGdNNDRoKH1sHnvd53I/VUhKWYsYMUwxbzXMtbxdA9BOmE+evXHlWSYH6X0T5as/7Oeg73uYuYzk5AZ+K/7T1gfwuzD9zSDmN8lgJT59O77tpT5QujLtiWAre8huk3I+Xj0+005+0/bNjG3zbkE3Ybj+/WDvWPmNqHfv45tYNyHLoC0KPO5eJp0BP2MkCSpT6VU8irsmpuboes6Ro4c6dg/cuRI7Nu3j3tMY2Mjd3xjYyN7nu5zG5ON+++/H//xH//B/h80aBAOH3oPu3fvxsyZM7F3714AwPTp07Fr1y6UlZVhypQp2LlzJ2pqajBp0iRs27YNY8eOxYQJE7BlyxZMnDgRY8eOxaZNmzB9+nSMGDECGzZswJw5czBkyBAc2l+HZOcwWBen/cPEbXtgItlBkOzQ0PJe7oVXUilh+LkykoNOYMK4M3FoaxdOvUuwf10v9q/rhTpIR0V1nBVOLa2SMf1LSVRMb8T0i+ZAnngUqR/E0PxGHH++tQkf+o9ufGjRVLz5xi688cMaGJqCoTMTIKMbAJjrNPqssagYpqK72cDrzzTgQ58ax9ap7hXzy2DoVHOua9euxaWXXorh55iWi5P7zS+4VatWYcmSJUh0pdHTbB4jV/Zi7drNWLp0Kdra2tDa2wBgCJqPdWHTptcwf/58NDQ04I1txwGMglyqYdu2bbjkkktw6NAhtLa2Il4xBr1tBna/8Q4uHX8+u/a0xGgAQHtXC4Aadu3FS8YBABLd5hez/dpL9qQBKFDikuPaq284CmAYjDSwatUqLFy4EKqqYsvLrwA4B5Js7r/mmmvQ2dmJl156CbI6CwDw6tZtuPbcy9Hc3Izdu3dDMsz9xxvrAQzB0aNHUV9fj9pBs8217zWF8v79+9Hb24tZs2YhmUwDkCErkuN+OnnyBIBBIAZx3E9v7HwTwFhIMnLuJ4JpAIBtr27HkCkXoLKyEqtWrcLg1IcBAEfqDkPTKqFpmrmW5y8x55U0RWxbWxu2b9+ORYsWIZ2iAhJoaGjAwYMHMW/ePHR0tQGQYeiErdOcOXPw3sHDAMqhqFLOZ0RarwGgYP++AzBGVLDPiI7msQBktLSdRENDin1G1A43eaR6dbS1tWHIkCHs2qPCjihpx7UnlZjzTXYZbJ2WLl2KE0fbTB4q0N5zCnu272HXXjrWDaAMdftOogH17NrbszUFYDDUml7s2rULs2bNwt69e6ETQJKr0HPKwFuvHsSsD0/Gzp07UV1dg/deMt2ugyZ3AKhh197sf67BsdeTePPpLlz8lSq88JJ57e35bxmn3jVQUilh6Q+G4vkX/oGFCxfifz1ag9/csgcdO4bhhQfase2ZIzjv0jOw97kutB81763KcRIGzTmOD191Po7ta8Xba9rR9W4FWo9oaD3i/oVWPkQGUTVoPUC6WwbRzRjD7uy414Cg1mTrU9nv8znI53o+P+P7ev58bxsBxvTnNg/5OU9nay/27dt3WnUE/YyorKzE2rVrcfGH5vpwM5FXYRcW3HXXXQ4rICEEWjqF6dOnAwDOPfdc9tz555/PtmfNmsV+kV100UXMf37JJZew7Xnz5rHt+fPns+DJa+85Gy+seRnz5l0GAGy/ltahqOa2rmlQ1RgMg0DXNaiKmtnWM7/ACYhhQFYUEMOAYRAoipKxNhComV/dhACKrEA3dIAgY4U0MueVWZaiZZ2UzG1NN0tdwNwvSRIbIxHJtI5oGlRFQbxCgaTqKKlQzew9VUNpeQzJboKOxhSSbUB3s2kp0FMSBo8B9p54BddedwXUmApdH45YLIbLjEo0vZvE7r8ksOfv3Uh1KWjvMi0gZy8oxfx/H4KyGoCQMwAAk889G2c9YuBPX2lBw64Udi6vwvgRSXS+VItTu7sQK5Pw8fvGo+aMmGOdpn6sA9uf6MTxTSXAp8x1SnYQNL5tiv9zrxwCAEz0qJPM96ij3oCRkrFkyRKoqopki3nzxiskDB9XiYWjFwIAqqurcfZ5wKtbu0F6SzBv3jwAwOjRo3HGqHK8iy4MGhrHRRddBAA488wzUVtbi50VTehtA2rHne249g4lWgEAo8YNc1x7jV0Z156h5lx7MlGhg0CJSY5rr/bMM9C6pQe6RhgPAJg7Zy6OPd4KJS5hyRJTAA0ePBgLFy7EiodOAgAuvMCc77BhwzBv3jy8+KoZSzX+DFNgjh8/HmPHjkXzO5m4MNUUxGeffTa7b1RZBWBAJ7rjfho1ZhTq0AWiO++n86afjz04BVnJvZ/++xfNADRceMGFGDzYrA24ZMkSbP6paak986xac/1UFUuWLEFXA51DjK3T/PnzzfcLMgAdkiJh9OjR7MfhkGHVADpgaNY6AcD4sRMAnISs5n5G7B50Eh1Io3bCRJx5pimALrroImx+rR1AD0aOGY7Ro4cCMDklWgmARhBNRlVVFQDr2kv3mgkKFdUljIeqqqiojgPoRqqbsHUCgJgxCEAvyqplDB8+3HHtjZ3Ugo59vYjr1Zhz0VjzPTrzTOzXWgH0Yvy0apx/vnlvUU47Jp5E8/40ynvHsmvv5D4N3c0nESuXMHPROOe1N0pC1TgF7cd07PhdF+bfMB8Nb2h49VfNAIArv1WJQSMUx7V34+PT8ObvE3jxwXZ0763GK3vNFn6lVRIuuaUK53+qHJBHIhaL4YwPjcSHrhsOPSHj4KYeHH8jie6TBErcDH8YNjGOmloFNbUKBg2NM+uIRGR0nkyj+5SO3lOAltKhxE0PghI3ECuXUTpIhRw3oMZlSJIMLW1aUySYVhMJMiRkrMWSDFmSkUqlocgqQCSkU6Y1hRiArumQZQWQzG0A2PTSJlxy8cUoLSsDMQzougE1pmY+vw0oqvu2kbEW020AkBXFdVvXM5YgWYGmZyw+kuy+rWmQFWtbURVIkNg2YPKwb6uqCgLCtg1iWboNYoBkvpNSqRRefvklzJt3GWRFZvsNI/P9lNkGAFl23za/h2zbsgRZktm2IsvQdB1y5rsqrWlQqKUr811l/94CAE3XHdsxVTU1QGbbMAzohsG2DWJ+t7pt64aZnES3AdMz8NLWFzBp0nz2GUHxQXQE/Yyg250d7kmBduRV2A0bNgyKouDEiROO/SdOnMCoUaO4x4waNcpzPH08ceIERo8e7Rgzc+ZM7muWlJSgpKSE/W8YBlpbTrE30p7JYt+mb2jQ7VjMCnYaOq4CH/v8ZSgtLc1pk2Qh7rI9EGC+T+XVQHl1Wc6zhBBMSsxDLB5jghEwxeWoKWUY9c0yXHZHFZr3p6ElCYaeFUP5kNzoeUVRoAxW8L8fHoY/XNeElkMafv/PVuLNgm/VYNiZpex/uh7TrinH9ic6ceilBHpadJQPUXFgWw9AgGFnx1A5ylwrumblQxSUD5XRc8pAy3saRp9nXi8d9eaHTtVYlZnKKY/BI8xje04Rdl5ZlqH30PdGZfvpdWW2jdKh90qO/dQVGy9XHDzUjNWGxnLZrzerjp3z2ouVmK9haMSxX8qsmaJKbL8kmdvUHUnHUK7UFUsTIeh+STEtiOx5231D69jFYorz3sq8hmE4eciZc0qylHM/UdeqLKnsPorFYuwcalxx7JcVzTEv+5rZa/LZ97N5acQxX8nIcFalnM8IlolsyOw5VVUB3dyOl6ns9VVVRbzcsmQYaQmKYq0ZtdjFy2W2HgBsLcUMx/6kqYlQVi3nXJOVI833r6fZcFx77cfM8w+pjbP50sdR0+Jo3p/GyX06Ji8w53t4s5k0MeFDpYiXOq9JALjklio89/9asOWRdpTVyHjpoXYQA5i8tARTrxrM1oMiHo9jzg1xjJlZgnfW9iDdTTBqehznLi1nRb+Rde2pg4CpSwZh6pJB8IJ9bapGx1E12mNwDuyfu4rLtuqy7QQhBFdPmOfzme+FWAi23x8IUfGxCbzvu4HLqS8ghGDpuCuYzjhdOsK+bR/jh7wmT8TjccyePRvr169n+wzDwPr163HxxRdzj7n44osd4wHg+eefZ+PPPPNMjBo1yjGmo6MDr776qutrFgp9WYhihB//WKmM0eeVYPyFpVxRZ0d5jYLP/3YkplxVDkk2XbxXfrMa06+p4I4ffnYcI6fGYGhmX1gALAGj9pISl2PMm6h5vxUA25Ypxlo1LpdL+VBzztnJICzGrir39rJq2WXVvnMpd+KWFUsMwhId3LNineemGZte5U5yS5HwEwhoMgW/rIhb9ik9JpuL+citY+dW1NjwSerg1bFzq8nnUseO1yeWwmrb5jyPW0KLvSSNntXgxK2OnVu5E6uGXe4b5lbLLrvUiR0jM3Uc7R0oDm4y75WzLi3NGQ8A0z5ejjMvLYWeAtZ+pxW9bQZGTY/hym9WccdTjJ1ZgvnfqMGi/xiCGZ8aZBN1xQGRP/NF5g6Ei3/e76o77rgDjz32GJ588kns3bsXt9xyC7q7u3HjjTcCAK677jpHcsW//Mu/YPXq1fjxj3+Mffv24Tvf+Q5ee+01LFu2DIBpYbj99tvx3e9+F8888wzeeustXHfddRgzZgyuvfbafNMJDBorE5becf2NfPAvrZJx9Q+H4vbt47DspbG44J8Ge46ffq0p+nb9uRvphIH9680vq4mX5VoYAdOSBwAnbcKu/RgVdpwvUSrsTjlFWm+mj2ecY2hgtex6nF/WGi13ktV5wq1AsV20udaxy+6K4CK47PtyW4rR57PLnWSEDbfDQyZxAdkFivnHsHnxOk/QcifZGb4+Nem486IC0qWlWJ/q/rmI53QyE/aQlRWrxKz+stlr6dorliVPZF1f7bkZsRS8VndupU4oaOeV+p1J6GmCzkYNDW+mAAmYeDn/XpEkCR97YCimXl2OwSMVTLmqHNf8tAbrNq6OPvME5C8ydyB8/PMuMT/zmc/g5MmTuPvuu9HY2IiZM2di9erVLL6lrq7OUfvlkksuwe9//3t861vfwje/+U2cffbZ+Nvf/sbi4QDgG9/4Brq7u3HzzTejra0NH/nIR7B69WqUlvJ/XRYC9lgZEZFP/tnixw3nLi3Hpofa0bw/jf/+9AkkOwkqxyisfl02eBY7mtRRzbHYVbiUO6F17Mprco/xs9hl17FzK1Bsr1Hn3ivWeW4mVGIcoeJW7sS1QLH56FXHTo05+bvVvnMrHGzfl12XjrUUy9I21jlM94jdLWS41rGjz2edIzM+uzgxYFnkssUzywguzVXPalxCuteZlUkMYpW6cSl3kuzO/uGQW5yYgtfqzq3UCcWIc2IorTK7SjTsSrE6j2Nnxdnr8VBaKWPp/UMtLoREn3mC8heZOxA+/v0yi2XLljGLWzY2btyYs+9Tn/oUPvWpT7m+niRJuPfee3HvvfeerinmBfaSGSKi0PzLqhRc9MXB2PzzDpzKZOx+6KbKnGKzFDyLXRu12I11d8Wme8y6ftSVZi93kg3qesp2r7l9uSsZDUp0U2iwLgkpu7BznsOtV6yXa9FyR7pYrbJEl5v1zb4vtyet83kK1lLMo1dsTh9XFxexXYAS3Wmdc+tw4WZ91AO4rnO6VWS8mdlWVMBsF5ct7NK20kG5BYqtXrF2kUpdsWUcVz9zxTbp7Bjqhq3mWOsAcy3PurQUb/+jB++s7UHDLpPE5I+Wc8d7odD3fKEhMn+RuQPh4l9cAQ4hAi2/EBbTbH8jLPw/9OVKzPxMBSpHK5hz42Cc/0l+TB4A1n2i55SBnhbzi7HdI8YuXiExi1q3zR1LXbGxilxrlm+MnUuvWMBptaOiTVZ5XRF8XIscy5ibuHHryUoFlVfrLiOrlYNrezBbUkM2fI9xEWn2eVj/u8QLur5fHjF2MRpj59xPXbGSkltug1ekmLYTg5TbJ5heK8Sw3LWAZbEr9bDY6SkgkelO4RVfRzHlKlPE7fhdFxreSkGJAZOv6puwC8s9XyiIzF9k7kD4+IdDXhYhYrEYrrnmmkJPo2AIC39ZlfDRbw8JNDZeLrMyDs0H0qiZoCLVRSApfFesJEkoHyqj47iOnlM6G5NoN7+EBw3LzczyjbHL+nJ3BN2nCFBOtzPP89yqzJrk3O/lWnTr2EBdnm7JE7xK/9QCFy9x8ne1vrn0fXWeh3+OHBexTeuYc7Ne0z0uj38OZuHjvMduVlGqZeNluW8yV9j1WoI+O5MyVmbG5RHdtNrFM2tvtRPLFXZqiYSKYTK6mw10HNdRVq2g5T1TfQ6pdf+4P+vSUoycGmOdV2b902AMGta3vpdhuecLBZH5i8wdCB//yGKXJxBC0NHRcVpa1QxEDFT+tFBx8/40mg9kLB1nqK5xfTSb12Gxy7R74llU3C12/H6hsiIx4WEXBLqt60Q23OK/PJMB3LJiWb/ULLdqgCQFZJ2Giccc6xtfpJnnpa/pEpeXHWOn5go56xi/GDu+xU7hvF9umcfUqipzqi3whR1/3QHzh0NJhVXyhKK3NbdPrB2VmbABmtF96pD5OPQs9xIQkizhfz88HOd/ogKX/p8qzLvdO7uVh4F6z58uiMxfZO5A+PhHwi5P0DQNL730UmhMs/2Ngcp/+Dnml1/j2yk07zfNYjT2jgeaQEFLnuhpgkSmAXt8sJcr1nrO0AmzwGVb7ADY2opZ+1hZDU75Q1eLnYsr0r4vNyvWRQzRTw6CnA8zKgYNaFnHuIhHahXk9op1cxHTeWcJYbvFzkUM5hzzPlyxdF+2xY6KtsCuWGqxK+f/cIgPyv0hQF39vHI6AFA1xpxcR70GQohlsTvL20EzaLiCRf8xBB+6uZL7g8EPA/WeP10Qmb/I3IHw8Y9csXlCLBbD0qVLCz2NgmGg8h8701RKx15PMvFFG6XzwGrZZTJjaVwTJGDwsNzjrOQJ64va/kWfHWMHmIIg3UMcIiKQxa4v5TvcsmKZKzbLYueSpGC3rGW7Yl1r0nlkxVr18lySJ7Lr2NnmZedCCLHOk2Plo6/p3O+VPMFi7LLf48wxXq5YnSfsyvgizXTd60h2WcfQa6y8xk3YmW9C21EN3c0Gkp0EkgzUTMhv0daBes+fLojMX2TuQPj4Rxa7PMEwDLS0tMDI9jsJgoHKf8zMEkiKWeZk/zqz7t3YC/jlUQB7yROTZ0/GDVtSCdb03g5msevJ/XIH+KVceEWKqejgZV9aNdb6kBXrUsfOvUQIP0nBIY6y+PvFy3Hr2FHRle2+dSlqLEmSzX1rG287Z068oItV0Csm0a2OnZcrVsmsrT0Tll4HPFcsAJRQi13GFWtoBMlO8xieqx8AhmRcri2HNLQcMidYNU51JOLkAwP1nj9dEJm/yNyB8PGPhF2eoOs6tm/fzvoYioaByr9kkIzai616iKWVMkZND26xo/FPKElyudPkibTdYkdr2JVI3AQCXpFiy2KXOyfFpY4d8cqKdYmZs6xc/NIl5jGEv53lc3Vzq1p17HKmxc6bGy/HnxfAj5mzn9O180QfLJxU7Ll1nvByxdpL1XjF2AFWyZNkpzmu12YR5pXTAYChGZfrqffSOJVxww49M//OmYF6z58uiMxfZO5A+PhHwi5PiMViWLRokaPXm0gYyPxn/7PVMmLmZwd5Wjpo9wlqsaPCbvj4Si53XoxdqsdwPJcNNWMwdJQ7YTF2PJFmPmYLlUAWu5y4POdrWufgJynYrWQlpVmuWBe3Kj2GJzithItgsX/mMbklUuyC08366FagmPt+UYtd9nucseCVlOeuPYuxS9iFnbfFjtaqo4KOlToZLHPfL8BKkuhuNvDepgQAK3Y0nxjI9/zpgMj8ReYOhI9/JOzyBMMw0NTUFBrTbH9jIPM/88Nl+F8/H4arvjsEH7610nNsOU2eyFjsqCtWLktzufMKFNNaZm4B9MwV66hjZz7yS3Hw3YSstyw3xs58dI1lc0uegFN0OURetivW1hXCDpYV69FSzDXhgluTzzn37ONzkycy43OEMH884F7HTmeu2Fw3PK+LiF+MHS1pQosS92aSdOh1x0O8QsbQiSYpKuy8wglOFwbyPX86IDJ/kbkD4eMfCbs8wTAM7N69OzQL3d8Y6PwnXV6G6ddWcL/U7ShnFjunK7bHaOULOxZjZ7BsUivOin87KjxXbEYcqNw6duZjjmuRCihuHTuf7NPszhNK7hgg27Lm5M+6Vbi0B/Oyvrm7iHnHcOblZbFzcUOzGDvOj3C3rFgm7FSesDMfHRY7nxg7GkdHLXU9LZnEiSHeNebGzbaEnBIDxszoH2E3kO/5DwqR+YvMHQgf/0jY5QmqqmL+/PmhaTHS3xCFP02eSHaYWas9GWE3afp4LncaY2doVpHhNHXFuljseLFZrPMEV3Twkye86rL5ikGPJAVH8oTNnRkrcekVm1NSJfOanHg5N/et4VKg2DxPrlCzzyunU4dPHbu+ZMXS95ybFVvKs9h5x9jRWnVU2HVTi90Q74/u6ddYHVbOWVjuGo93OiHKPe8GkfmLzB0IH/9I2OUJhmGgvr4+NAq+vyEK/9JKmYminlM6s9ilpE4ud7u7lZY8Sfm4YnnJEzRonxf/5+YmNLx6n7pmhjqft4Mnuli2qpxb345Z33Isdl4izfm67Dx0Xh5i0Jk84VWTjh9jx9zdnHm5ubu9LXbmxPoUY1edFWPHLHbeH91jZpRgwbeqceH1g7Dg/9V4jj1dEOWed4PI/EXmDoSPfyTs8gTDMHDw4MHQLHR/QxT+kiw5uk/QGLv25Akud1mR2Jc4jbOjX+40/i4bCitsa+3TMtY+XowdcxO+n+SJnMQGr2NyxSATeRLJ4e8WL2f1fQ12DsAmBj2EmqPciVdMnktxZi+LHc8VSwhh6yJ5uWLfR4wd7WZCC2GX1fi3+5r12cG44s6afrHWAeLc824Qmb/I3IHw8Q+H3bAIoaoq5s2bV+hpFAwi8R80QkFXk47ORg09mezYWRdPczXLx8olpHsJs9hRV6yb1Ya5YoMWKFb5Fju3eDnA3Wrl1roLsGWsOmLs6BzkHP6uBYpZTToPq6BLUWOuGOT0sWWt0QK6bu3HeLli7WtiaAAy/5aU9TEr1sVaW+YWY+eRPFEoiHTP8yAyf5G5A+HjH75PhyKBYRg4cuRIaBR8f0Mk/lVjTbXQXq+j47ipBroI32IHWHF21AXr54plIoKXPMGJiXctxUEtULy4PNc4M/q8RyatkSugIBs5/FnyhEurM754dEme8BKDPMEZpJ2aS3whr0CxFWNn7bOLPEnNXXvlfdSxY1mx7WayDRV2FT7JE4WASPc8DyLzF5k7ED7+kbDLE8Lmc+9viMS/KtN0vWlfirlX29LHPYRdpgNBD7XYebtimQvPJuzoNq+OnV9LMV7yhLuA6qMrNjOegOOK9bHY8WLZ+tpSzJxrblFjVo+PW9DYEmn2uEAmannu7sx77LCipuzCLtcVG6OdJ3o5FjufrFhDA1JdhLli/WLsCgGR7nkeROYvMncgfPwjV2yeoKoqLrnkkkJPo2AQiX9lpun60e1mEFz5EBmXXnGx63hmseumFruM1cbNYsepf2ZZ7Nzdqrl17NyL+rrHmWWeD5o8kRFQsbia64p1aynmlRXLChQ791vdKjj8ua5YjwQN2zTtfW+9YhItd7d9Taw5Z/fJBaw4Or6w4wu1WKmMWJnpuu9pNZjFriyEFjuR7nkeROYvMncgfPzD97OvSKDrOg4cOBCaFiP9DZH4D6k1v/k7Gkyug0crntxpWRMrxo449mdD5RQo1gJ0ngDhx5l5ZcWSPrlJM2M4HR4I9Bz+MqcjhHm8u+hyaynmZeXjWR/ZeG4ihLXP4b6l/Xh5xzB3t7VPs2XE8taeCve+WOwAoLTKKoKdaA+WFVsIiHTP8yAyf5G5A+HjH75PhyIBIQStra05JR9EgUj8R0xxWmeGn6N6cs+12NEYuz4UKE76lzsBnDFgni2yXLJirZZiwcQgFXlEMnLLnXAsaYBPIgS1JLq0FON2q+DG/nlYK237eFY+rsWOurs5rlhJJdy1p+KNuuABS9y7tZMDgLIak2TLIVNpSrLVaixMEOme50Fk/iJzB8LHP3LF5gmqqmLOnDmFnkbBIBL/smoFlaMVZrEbc34pZnhwt3efAN5ngeKM28/TYgczBowe7ynSmCvWud/KpM2dFxODnJZiJSXxHFcsPUdOTTqPRIgP1FLMLjgDZAQDzkxi73Inue5uuj4lZbluaMCKobRb7Ki4p2KfByriTr5rnqx8iMx1WxcaIt3zPIjMX2TuQPj4h+9nX5FA13Xs27cvNKbZ/oZo/M9ZWMa2x82JeXKPMVdsxmLX622xswoUW/s0jxg7u+vQnkDhXcfOJ2OVm32aewy1kmlGOoe/m1vVKxFCcnPfesTM8Y5hcXx9sNh594rNjOGUoDEkje+KpfULe2yuWB9RD5jldADg2A7zAqgcG87f46Ld89kQmb/I3IHw8Q/nJ0SRoLe3t9BTKChE4v+hmyvR1WTg7CvLUD1eRd0ud+7UchM0xs4qUBwsK1ZSAEgAiDMGzDsrNjPGzRXr2RWCU+5EynVJSBwLn3m883nHMW7uW69MWk7pFiYeXeL4JNl8TWcbsiDlTnjJE/zMOCvGznxeTxNm8XPLiAasrOsTb5uDq0Mq7ACx7nkeROYvMncgXPzD+wkxwKEoCmbNmlXoaRQMovEvq1Jw9Q+Hsv+9uDNXLO084ZMVyy1QTC128dzxkiRBUU03oT0GjG57tdXKsaZ5xKZZxYOtfXS7tLwEiuI8yNWt6pEVa/WXde73zqTNtdh5uWIB8z3RU1li0LPcSa4rllpRyweX5XAHrPXVU+ZaUmEPeMfYVY1zLljlmPBlxALi3fPZEJm/yNyB8PGPXLF5gq7r2L17d2hMs/0Nkfn7cc8uUOzbUoxToJhlxXJcsQA/BswzZsy1pZj5KHn1l3XEsmXcy+lkrivWr1YezxUr848J0l/WcJRhcRe1blys7h6547mu2MyapPVe7trb19fsPGK503lrQkELYFPUnBHO3+Mi3/OA2PxF5g6Ej38k7CJE6GdYFjtTNfl1nuAVKLYsdt7dKhyuwrTzOTt4woYYxKesiDXOOsZ9PLPYubQH8+oi4dpSzMt9y3FDe1nsgODlYfiu2Ix45AhBegw9T7rXCJQRCwDDz3aaZUfP4LQbiRAhQoQMImGXJyiKgunTp3NdMiJAZP5+3O3lTgydsN6hflmxjgLFHjF2AL9JfV/LnditZNyODTwBlTm+rLw0hz+v1RdgZbjyS5e4WOy8OklQtzKnvh7Pwmc/xmGxC5gVS0sc0Pd6cHWF69pbJU8si52boKcorZIxcqqlFoeeGU6Lncj3PCA2f5G5A+HjHwm7PEHXdezcuTM0ptn+hsj8/bjbCxTbS1/41bFzFig2H3lZsYAVA+YUKpnX84gZ4xX1BfhikLpnDU72aW+yxz0rNqeLhEeNOU4cn/m/hyuWCc5ckepqseMlXFBXrEcdOxDrPabJE929nR4Z0VbJE1ruxqvUCcXl/1qNcz5ahs89OSKUpU4Ase95QGz+InMHwsc/nD/9igRlZWX+g4oYIvP34m6PsaMZsZLCj+UCXAoUe3SeAPj9Yj2TJzwySen8co7htBSjIk9RcsWKlQjh4or1aCmW7Yr1SrhgsXwcwckTj+Z+TryglyvW9r7raQIlJjGLaqzUXahZJU8M5oL3c8UCwBkXleKMi0p9xxUaIt/zgNj8ReYOhIt/JOzyBEVRMGXKlEJPo2AQmb8f95LB5hd/ssNAstNUHyUVMiTJr0CxtU/z6DwB2F2FnDp2HjF29uxTu8jhFwLOtfJRYVg+KDczVOYILsCWPOHRUiy7vh4TaoHdyu6dKgArLs5Rx85DCNvfdz1FgHJLbFcPGezuhre1FUvT4sQepU4GEkS+5wGx+YvMHQgf/+L4RAkhNE3D9u3boWma/+AihMj8/bjTTgLpXoKuZlOhlHq0iFK9LHYucfTUfeiwQHkkT0iczhN2kdPX5Inunq4c/pJfuZOAtfLsc+O2IeOUSGGuWA538xieSDUfua5rVWJ8qOCma9La0eK69rGyzNr3kMDJEwMFIt/zgNj8ReYOhI9/JOzyBEmSUFNT42qFKXaIzN+Pe8lgSxS01ZkfBF7CTuG0FNN8smJlXtamR8FdyxWZG5cmyS4uT07yBBVTsbiaw98u3PiZtB7nyCmRQl/TwxXLsSS6u2Kd4xzHuPg11KzC0dTCV1YRd137mM1ilyoyi53I9zwgNn+RuQPh4x+5YvMERVEwadKkQk+jYBCZvx93SZZQWiWjt9VAawBh936yYhVuHTvz0buOnbWP+IkhXvap4eGKtYlDQweUrBg9blYs5xyEWGVY+Jm0zte183Ivd+KRFeti5VNiEtK9hAluarmrGV7lmxWb6gle7mSgQOR7HhCbv8jcgfDxL46fiiGEpmnYsmVLaEyz/Q2R+QfhXlZt3nqtRzLCrtLDYpcpY0Z004pEiNWKyjUrlpY70XJjxviuRfORm0nqUjyXZZ9yar91dLblumJderKycicBW4r5Zet6xf65Fij2qGPHa8EGWG5wKrjTmbI1Tc3HXdfeHmNnJU8Ux8ewyPc8IDZ/kbkD4eOf10+UlpYWfP7zn0dlZSWqq6vxpS99CV1dXZ7jv/a1r2Hy5MkoKyvDGWecgf/zf/4P2tvbHeMkScr5++Mf/5hPKn2GLMsYO3YsZF4QkAAQmX8Q7lTItdWZCi1IjB1gigh7EoV7VmxG3GQEICHEJ+GAI4Z8ar/xXJ7UxVpWVprD325dI7yMVa+WYpz2YG7H8GL//Mud8LJifVyxWWVo6GPVkMGua8+LsYsVicVO5HseEJu/yNyB8PHPqyv285//PBoaGvD8888jnU7jxhtvxM0334zf//733PHHjx/H8ePH8aMf/QhTp07FkSNH8NWvfhXHjx/Hn/70J8fYX//611i8eDH7v7q6Op9U+gxZljFhwoRCT6NgEJl/EO7ZFrsyrxg7u7BLEodr1N1i58yKtQsWfucJZMbZy6PQ57xrvzni5TICqnxQWc6HnP11CEcM8i12HPHoV4aFcbH2BbbYBezUAeSWoaGFpoeOrHYXdrSGYa+t3EmRxNiJfM8DYvMXmTsQPv55+0TZu3cvVq9ejccffxxz587FRz7yEfzsZz/DH//4Rxw/fpx7zPTp0/HnP/8ZV199NSZOnIj58+fje9/7Hp599tkcE2d1dTVGjRrF/kpLw1XjSdM0bNq0KTSm2f6GyPyDcC8faqoPKh5Kq91vRVmxWlFpCeJIoggqVOxlT7jFhj0sdm4xdtzWXZnjW1pPuWbFAlYsnv0Ybq9YTrycwxXrkTzBtQr6Wez64L5lZWgy7y11yR459p5HVqy980RxxdiJfM8DYvMXmTsQPv55E3Zbt25FdXU1LrzwQrZvwYIFkGUZr776auDXaW9vR2VlJVTV+el62223YdiwYbjooouwYsUK1taHh2QyiY6ODvbX2dkJADAywT26rrOK0fZtTdMc23S823Y6nXa85llnnQVZlpFOp01XGCE52wAc24ZhOLbpheK2reu6Y5vH43RxonO3b7txkiQJtbW1kGW5aDgFXSfDMDBx4kR2Xh6nQSOdt97gkYonJ7XU/PJP9mhIJ8z9Sgkcc7dzogWK00ndjMlLOa1c2ZyyhaBhGEinzPPIKrjrJNncpHTuVLANqqyALMsOTgaxPvTSSWs9LJevlLNOkDLCNBNbCADJhJURoum562TvPEHXicXOyRY/OydJoeLMXCdCiCPZhHftUYtdqtfcn06Y8x45ehi7Duj60W2lJLNevQTJLqvzRDF8RsiyjNraWpYZWAyc7Dz8OMmyjLPOOsu63ouAU9B1AuD4vC8GTn1ZJ1mWceaZZ1rtBfPAqS+iMW/CrrGxESNGjHDsU1UVQ4YMQWNjY6DXaG5uxn333Yebb77Zsf/ee+/F//zP/+D555/HJz7xCdx666342c9+5vo6999/P6qqqtjfuHHjAAC7d+8GYFoX9+7dCwDYtWsX9u/fDwDYuXMnDh06BADYtm0bjh49CgDYsmULGhoaAACbNm1Cc3MzAGDDhg1oa2sDAKxbtw6VlZWQZRmrVq1CIpGApmlYtWoVNE1DIpHAqlWrAACdnZ1Yu3YtAKCtrQ0bNmxg/Ddt2gQAaGhowJYtWwAAR48exbZt2wAAhw4dws6dOwEA+/fvx65du/LGae3atUwU+3Hq7u7GW2+9BVmWi4ZT0HV65ZVXMHbsWNTX17tyaks7rdaVoxVPTnLMvNFfe/UNNBxrMg+SdVdOOswPkrfe3INEIuEQQyktlxO1WPV2Jxin17fvAAAQyeCuU3ePGS9r6IStE9Vump6CLMsOTm+8+QYTajte38nWqeWUOW9Jzl2n3t5u8/1ubWfr9Pya5xmX1Wuey1mndCYI0TCsdaIirfHEcbZOdk4dXWYc74nGk9i5c6fTda1K3GuPxtjR9Th1ohUAMGxUDV555RXutXfwyDvmGnQbaG0y+cTLpaL4jJBlGW+99Ra6u801KwZOQPDPCFmWUVlZiXXr1hUNp6DrdOLECRw+fBiyLBcNp76skyzLaG9vxzvvvJM3TnS+gUD6iH/7t38jADz/9u7dS773ve+Rc845J+f44cOHk1/84he+52lvbycXXXQRWbx4MUmlUp5jv/3tb5Nx48a5Pp9IJEh7ezv7a2trI80nm0g6nSaEEKJpGtE0LWc7nU47tnVd99xOpVJsu6enh6xbt46k02mSSqWIYRjEMIycbUKIY1vXdcc2naPbtqZpvjxOFyc6d/u2G6dUKsX4FwunoOvU29tL1q9fT5LJpCungy91keXT6thfZ5Pmyem/FtaT5dPqSN3r3aRxb4Isn1ZHfj7vmCunZ7/RTJZPqyNbH28lhmGQ9uMpsnxaHfnRjDoupxN7k+ZrXnaM8TjyWjdZPq2O/HJxPXedVt51kiyfVkdeeaydzX3bEx1k+bQ68vj1uxkHO48fzTD5th5LsPn+4cZGsnxaHXl7ZXfOOh3YaM7hiU8eZ+vUerzXfN+m13HXaeOPW8nyaXVk/QMtbJ02/aSNLJ9WR9Z+t5m7Zk/fcoIsn1ZHdv5Pu3nP9uhsbZLdOvfa+5+bmsjyaXVk1187TB43mDyeXv4q6e3t5V57bz3bTpZPqyO/v/4EefiyY2T5tDrS+HayKD4j0uk0WbduneMzYKBzsvPw40T59/T0FA2noOuUTCYdn/fFwKkv60TXPpFI5I1TMpkkzSeb2HNe6HPyxP/9v/8XN9xwg+eYs846C6NGjUJTU5Njv6ZpaGlpwahRozyP7+zsxOLFizF48GD89a9/RSzm0kQzg7lz5+K+++5DMplESUluKf6SkhLHfsMw0NpyigU422tO2bft7t8g2/Z5lpSU4LzzzoMsy45AavsYui1JEtu2jw+y7Tb3fHDqy7aiKA7+xcAp6DrF43FMnz4dqqq6cqoZH4cdFUNlRxHg7LlTV6yRlllSg1oisdfPni8N+JeI2arM0M3/lZjk4EG3ZTXjomDxbjJkmHOWVYnNx7FOMfPR0C1+1OVZM7Q659pXVZXF2cmywp4jhjk3WcldJ1nV2Rjq4lMybTJkhb9OLKlDs+ZL56XG+Wumxqj/Voaqqkj0WAF6Skxy9L6lXNXMR4qh0TqD5v+1k8YjHo+z17dzGjTUXPdEm47eNvMcZdUyYjHv63OgfEacd9557LVO1/1UaE5Btw3DwHnnnce+a4qBExBsnVRV5X7eD2ROfVknuvb277/TzSk7HM0LfRZ2w4cPx/Dhw33HXXzxxWhra8Prr7+O2bNnAzBNjIZhYO7cua7HdXR0YNGiRSgpKcEzzzwTKCnijTfeQE1NDVfUFQqyLOe4okWCyPyDcK8+w3ZTl0jczg52xDLCTksQVlfNLSMWAOt9yrJiad9Tl99IvP6quk+BYtYijJcVW5GbFWu+lgQdJKtbhXtWLLfYMO1U4VJfTuL0pGXxcq4FijPjdJpF7J+gQmPsaLFo+jh0hHtWLM2Gbq/X2ZzKPBJnBhJEvucBsfmLzB0IH/+8faKce+65WLx4MW666SZs27YNmzdvxrJly/DZz34WY8aMAQDU19djypQpzHfd0dGBhQsXoru7G7/61a/Q0dGBxsZGNDY2suDDZ599Fo8//jh2796NAwcO4JFHHsH3v/99fO1rX8sXlfeFdDqNNWvWsKBM0SAy/yDcJUnCh2+rBABc/eOhvq+plpq3qpYkrLyGWxkOwCqqS8WD1U7MRww5SoQ4n8sG69bAyaStbzjK5c8Tg1415ngtxdi8XD69eCKV+GT4Ztexs7jDtU0QK3eSSUyh67Ljzddc156KuHRvxoJYKrHadgMdIt/zgNj8ReYOhI9/XuvY/e53v8OyZctw5ZVXQpZlfOITn8BPf/pT9nw6ncY777yDnp4eAMCOHTtYxmx2e45Dhw6htrYWsVgMDz/8ML7+9a+DEIJJkybhwQcfxE033ZRPKn2GoiiYM2eOa2uhYofI/INyv/grlZj1T4NQVuX/HlHrXLqXQIkTxz4ecix21GLlIgapVcpRXy5guRPC6dYwcuQILn+Jia7c8/Dbg3FKlxg+NenoMQ7BSc/vY7Gj5WF8hDCQW6CYCrvp509xXfvsQtTFYq0DxL7nAbH5i8wdCB//vAq7IUOGuBYjBsz0aGIrU3L55Zd7li0BgMWLFzsKE4cVsixjyJAhhZ5GwSAy/6DcJVkKJOoAsBg7LWmVLnHrOgHYesVm1bFTXMWQ+Wjw+qu6iEGuSMsIsLKK3M4TAO0UQbL6y2ae49XX47Ut8+hU4ZyXXXAGE4P0tf3GA4BC69hlYuuosKsZXuVeoLhMghK3jikmYSfyPQ+IzV9k7kD4+BfPp0rIkE6nsXLlytCYZvsbIvPPB/eYTdgxV2zcfXx2U3t7TTbueJsrkv64Mnxi7LzakB0+csjTFcvrycqLM2SWREexYe9WZ1Zcnm1ePjF2UnYdP9p1w8NiR13hrPNE5vHlV150XXtJklBWbU28rKZ4PoJFvucBsfmLzB0IH//i+VQJGVRVxaWXXtqnTJZigsj888Gdul21XsKC9L1csUqWK5ZZ7NySJ2xTpSLKN+HAI3li/ISxXP72osbW+dwFJBV7PLeqq0h7H100lKx4Qb/3C7B1nqC9YjPr8qFL5niufeVoaxLV44vn/hD5ngfE5i8ydyB8/CNhlydIkoTKykrXwOtih8j888Hd7orV0v6uWGaxy/yAtFyL3hY7wOaO9Iux8xBQpaUlXP5e8W/89mDO17Uf625JzIzjJWi48s+MoxY7HwsnYFlMtRSBoRPWHq562GDPtR9ypvXhXzPBu5TTQILI9zwgNn+RuQPh4x8JuzwhnU7j73//e2hMs/0NkfnngzsVdumEzWLnKezMx6CuRbtbkx0TUAwRTvzb/oPvcvkzAcWx8nGTJ5hV0DY/X1csL8PXO2YuOytYDxBjZ0+esLdsW/P8Ks+1H1JribmaM8LxC/90QOR7HhCbv8jcgfDxj4RdnqCqKhYuXBga02x/Q2T++eDOXLEJg5XKoA3leaDxX8FdsdZrkewEAleLXWYcJ8N10jkT+a5YOVd0eWW58q2CmTm7umKdrxvkGJpUkl3HzrOkTNxmRbUJu4VXXem59hMuLoUkA4NGKBgzwyNQcoBB5HseEJu/yNyB8PEPxyyKFGFZ5EJBZP6nm3us3LLYMWFXHsAVGzh5wtpm4sbXYufuVlVU/m9GrujySp7gxvG5l0cx5+V8Xfsxru7bPr5fgC3GLm0WjjbHA/FSb/fqqGlx3PbSGMTKZE+r60CEyPc8IDZ/kbkD4eIfWezyBHvzYREhMv98cI9nRFyq2ybsPArbKlmuWN3HAiUrEiDRYzKPup/7MjOO41bdf+AdLn+ua9Vwd616Wuzc3MrUKsjrPOEmUrPfrwDJEw6LXdLaF2Tty6qUohN1It/zgNj8ReYOhI9/JOzyBFVVsWTJklCp+P6EyPzzwT1enulY0EOQyvQx9XLFyjHLmgTYWop5TMk1gcAnK9YRy5YRg1OmTnHJis0Val7JEDIni9bwS57Icqvaj/GNy2NuaPpawQoUa0lzgmqpFF33AnIHxOYvMncgfPwjYZdHhEW9Fwoi8z/d3KnbNdUTNMbOfLQsdub/XkIlu0UYPdZPDPFEFyQj9wD4tBTjuGJZ3TutD65YWiKFIziD1rELkjxBCxRrKQI9Y7FT41J03QsMkfmLzB0IF/9I2OUJmqZh7dq1oVrs/oTI/PPB3W6xCyLs5KzkCSOAazG7+wQJmKTA68n6zv59fFcsp3iwV/IEVzyyThU+Io1b7oR7SE4dO5pF7N1SzHzUU1byhBJHdN0LyB0Qm7/I3IHw8Q+H3bAIEYvFcM011xR6GgWDyPzzwd1psTNFnmeMXSy7fIf56GmxU8x2X0Fj7LySJ2bMPA+xWK6K9Ip/4yVPSLaYPEIIJEmyLImuFjvnXMxz+HXRcI7zq/sHWDF2epKw5IlYqRxd94JCZP4icwfCxz+y2OUJhBB0dHT49r4tVojMPx/cafJEuocgHSDGjlrmqCXJKt/hfo7s2DS/ODOvsiLJVJLLn1f7jlrj+MkTyBlHfCx2PMHpb33MEsIBYhJZ8oTdYleC6LoXkDsgNn+RuQPh4x8JuzxB0zS89NJLoTHN9jdE5p8P7jHqiu0N5oplFrusOnayR1227Lp0vlYuTvIEFWwHDr7L5W9l0lr7vDpc2OPuclqduXx68VzEfjFzuXXsMvs93i+rpZhV7kSJI7ruBeQOiM1fZO5A+PhHrtg8IRaLYenSpYWeRsEgMv98cGcWu16CVA/J7PN3xVoWu8x+X1eslXTgF5fGrFyc+LeZF8zgumL5iQ3O13OMV+3jCJSYxCyEvkkdDles+znM8/ATR4JY7MysWOqKVaLrXlCIzF9k7kD4+EcWuzzBMAy0tLTAMPjZgcUOkfnng3u8wrpVe06Z6sPTYhfP6hXLLHbu58hxxfpkkmYnWwCWIOrp7ebyz659RwwCEOfrOcbbPqGYxe4DJHX4dtGgFs4+lDsx69hZFrvouhePOyA2f5G5A+HjHwm7PEHXdWzfvh26rvsPLkKIzD8f3JW4TXxkRIdX5wkaS8daitEYuwAWu5xabm5iSHaPZTt0+CCXP0uGoOewDeGWO7GJNzof3y4SXrXvXPjnZMUGiElUaFZs2urfq8QRXfcCcgfE5i8ydyB8/CNXbJ4Qi8WwaNGiQk+jYBCZfz64S5KE0koZva2WWimr9nDFUjchK3di7vfOijUfWWaoh4vUfC3zkVeKxNUVm1W+xH4sz7UqOyx2webF60fr20Ujq45dkKxYGmNnaGBxj/EyObruBYXI/EXmDoSPf2SxyxMMw0BTU1NoTLP9DZH554u7XcgpcbPLgRtojJ2eMv8P0iIruysEFUNux/CKB9Ptjs52viuWlSJxunsBF1eso4et81i/zhO8frTubmUnd9qxI0jyBAD0tptclbgUXfcCcgfE5i8ydyB8/CNhlycYhoHdu3eHZqH7GyLzzxf30irZsS1JAWqsUYtdoM4T5iN1dTIrn0/Cgd3qRrePHqvj8s92k9rduDwLnCRZPWyzj/HrPMG12LmIwezeukFasKml1tx6WsxJKSWIrnsBuQNi8xeZOxA+/pErNk9QVRXz588v9DQKBpH554u73WJXVuX9m4zGfxHDFCtBWmTJWbXcqBhyzT7Nsr6Zx5rbM2edz+8VK2dZBQ1vix3db2g2wekTL8frPEH8jsmuYxdACEuShHi5hFQ3QfdJ8wSlgxR8OLruhYTI/EXmDoSPf2SxyxMMw0B9fX1oFHx/Q2T++eJuF3alVS4qKAO7C1FPE1tLsQAxdtktxXwKFNsTIKhVraXtFN9il+UmtVvVXC1wWWVVfF2xnLZlfokgrLeu7oyxU3x++tIElq6MsIuVI7ruBeQOiM1fZO5A+PhHwi5PMAwDBw8eDM1C9zdE5p8v7nYxV+pnsbMLu1TAlmLZmaG+AorTxzVzbMOJ4y4xds5zsK4TMlxdy1YsX+YY5op1cRH///bOPDyKKt3/31q6swDZJAsB2YWAbFEBwQ0lAoKOOI6KxvWHcscr915nwO2ZUVyuojPOeNVhxnEeAReWq3dEHckgmxAUTBDCQBQwYFhNgAAhCdlqOb8/OlVd1enuqk7S3dV9zud58qRSOVV1Pjmdzpv3bEG6YgNOBBG0rmvtWdaTJwDvWoLnT3lExCSOve4pdAfo9qfZHXCeP+uKDROiKOLqq6+OdjWiBs3+4XJPvsAbzCWnBw/sjF2uikTsbSnms5yK1YSDYJMnxowJ1BXr+Uz0rGDw4BFov3WZ1cLJvJ+uWMtrtIydrO3U4fk6WIYTANzdPN9vrvO8oSelCLiEve6phGZ/mt0B5/mzjF2YUFUVhw8fdkwEH2lo9g+Xe9ZQt/d4WJAIDZ7sl2mdNRvLnfgu7Gu1REiwyRMna04EnTzh7VbVnh0kk+izXp6efQu0pZif9fWstkfTZxFL5q7YYGMSAe9WbxpiEtjrnkJ3gG5/mt0B5/mzwC5MOK3PPdLQ7B8u914jDYGdIcgLhDFYsZWxE30CKIvuW9+lS4zHNadPBe2K9V2g2E7GzrtbRfB6+e6gYX5OgAWK9b1128pr7lYZO5/dP1xJbIwdje4A3f40uwPO82ddsWFCFEVMnDgx2tWIGjT7h8s9MYXHhF+moOGkgl6jbAR2bg44Tzxj7CTrMWPtFii2yHL5m6SgHY8O0BXL+3SrEouZt4Cf3Sq0egXM2LWVM2b4tG3LArzjGbObAGzNIgba7/6RlOLCxOHsdU8jNPvT7A44z59l7MKEoig4cOCAY7YYiTQ0+4fT/cq5qZj2fEbAzJMR7yLFRM9Eaevb+UOfQKAvd2I+H6i88Z9U7ZpjPx0NuqWYd7mTtnsFmAgBtO/y1SdcWNSLKAAhxLxtmUXGznfdv2BbsAHeyRP6fRIJe91T6A7Q7U+zO+A8fxbYhQlCCM6ePQtCiHXhOIRmf6e4G7NQ2ib1YrDAzneBYi2bFmgbriCTJ+ob6vz6c75bitnI2Pmul2c1W9d4L20dP3/fMz1DD+w87ae0anu/Bg/sfDN2rmQ4ou2jgVNe99GCZn+a3QHn+bOu2DAhiiLGjh0b7WpEDZr9neJuzNhpmSjjNli+hJqx43x2kTAejxo9InhXrO9iw0EykL7r5RGLcXnGexHV3FUcaJarPvaQeMrrgZ3FGLskn9nJ3dLdGJsT/baPBk553UcLmv1pdgec588ydmFCURTs27fPManZSEOzv1PctaBEboWesROCDM3znXSgL2ocaFasoctTQ7u28vCP/rtifWbFWgVpgGHChc2ZtMZ7qTKx3I8WaL+gs529dQGgW0/D2oIpPDhRdUTbRwOnvO6jBc3+NLsDzvNngV0YaWpqinYVogrN/k5w17Jzxq7YoGPstAWKtZmhNgMof7NPW6Rm/9f4LB5stW2Z8TnEZ1cI+12x2jcCL2psDuxguyvWGNh1y/S8nTqh7aMFze4A3f40uwPO8mddsWFCEATk5+dHuxpRg2Z/p7hrgZ3cbLMrVsvYyT6LBwcaY+dn5wktAzdi5MUQhPaRV6DFhgMFXJ7vtdXLZ/KE1aQOj4v1mDyg/YLOcqvn2DKwMywa3S1TcEzbRwOa3QG6/Wl2B5znH9aM3ZkzZ1BYWIiUlBSkpaVh9uzZaGhoCHrNpEmTwHGc6eOXv/ylqcyRI0cwY8YMJCcnIysrC4899hhkWQ5wx+igKArKy8sdk5qNNDT7O8Vd0AK7FgKlpe1ckEBFmwGqL3diOZYNpvKeazzHFQf2+/XnfZYu0QK8oEGXT5evVZbP1BWremfFBl2cmeO8gW0Hu2K7XSA4pu2jAc3uAN3+NLsDzvMPa8ausLAQVVVVWLduHSRJwgMPPIA5c+Zg+fLlQa976KGH8Pzzz+tfJycn68eKomDGjBnIycnB1q1bUVVVhXvvvRculwsvvfRS2FwYjFhDNAR2tmbFtgUxSqhbivlZ7iTgrhA+S6SEtEBxuwkXAcobsn+qYvQI/AzA0x2ryp5dOvTxhTa6Yl3JHKRGgp6DLaJABoPBiABhC+z27t2LNWvWYPv27bjssssAAG+++SamT5+OV199Fbm5uQGvTU5ORk5Ojt/vrV27Ft9//z3Wr1+P7OxsjBkzBi+88AKeeOIJPPvss3C7rRdujQSCIGDEiBHRrkbUoNnfKe5aYNfSoLY75w++XcbOYksxn/XiQKAvBDzs4jz/XbHt9orVzgfbUgymssRi7J9WZ1UGiEwM+9EGD9IEFwepibR1xdoL7AQXh/s/zsGZHyX0vTwRgsA5ou2jgVNe99GCZn+a3QHn+YetK3bbtm1IS0vTgzoAKCgoAM/zKCkpCXrtsmXL0LNnT4wYMQJPPfUUGhsbTfcdOXIksrOz9XNTp05FXV0dvvvuu64X6SCKoqCsrMwxqdlIQ7O/U9z1wK7OG9jZ64qF6bPVcidA2yQFg275d3v8d8X6LJFiFTx6nuOb5bPffasa6mW1i4SesZQ8u3UAgGix3AkApPURMfDqJIhuzjFtHw1odgfo9qfZHXCef9gCu+rqamRlZZnOiaKIjIwMVFdXB7zurrvuwgcffIAvv/wSTz31FN5//33cfffdpvsagzoA+teB7tvS0oK6ujr9o76+HgD0fd0URdEbxHgsy7LpWCsf6FiSJNNxYmKifkwIASGk3TEA07GqqqZjbexgoGNFUUzH/jy60klbgNGOk5Y9jScnu+2UlJQUdScx0ROUNNd7AzveFdiJE7zbaamq6h07xxO/7UTgva8sKZBavW9qiUluv07gtGeoUFXVkLFDQCffPWkVSdWvCdRO2jWKpKK1WfND0NeeNjO2tVnWZ8VCCP09IikpKaqvPd/jSL723G533DmF0k6JiYlx52S3nRISEuLOKZR2SkhICKtTKPMIQg7snnzyyXaTG3w/9u3bF+ptdebMmYOpU6di5MiRKCwsxHvvvYdVq1bh4MGDHb7nwoULkZqaqn/06dMHAFBeXg7A0228d+9eAMDu3btRUVEBACgrK0NlZSUAoLS0FEePHgUAfWwfABQXF6OmpgYAsHHjRtTW1gIANmzYgN69e0MQBBQVFaG5uRmyLKOoqAiyLKO5uRlFRUUAgPr6eqxduxYAUFtbi40bNwIAampqUFxcDACoqqrC1q1bAQBHjx5FaWkpAKCyshJlZWUAgIqKCuzevTtsTmvXrtWDYiunxsZGHDp0CIIgxI2T3XYqKSlBXl4efvrpp6g6iZ73WTTWet4QOEGFoigBnVplzxIlquRxamkLiE6fPeW3nY4cOwyNH/YfwJ7de/SvCadCEIR2TmfPnQUAnDxZg6NHj+pZOFmRAjpp2bfG801tP+MT+jMCtZNCPM7nautQ8s12z0M4NehrT8tm7vvuB33yxA8H94XUTj/99BPy8vJQUlISlddeNH+fBEHAoUOH9B6WeHAKpZ0EQUDv3r2xYcOGuHGy204nT55ETU0NBEGIG6dQ2kkQBKiqih9++CFsTlp97cCREPfAOHXqFE6fPh20zMCBA/HBBx9g3rx5OHv2rH5elmUkJibio48+wi233GLreefPn0f37t2xZs0aTJ06Fc888ww+++wz7Nq1Sy9TWVmJgQMHYufOnX6nHLe0tKClpUX/mhACWWpFalo6RFHUo2lBEEzHsiyD4zj9mOd58Dwf8FiSJAiCAJ7n0dTUhD179uCSSy7xZE/aVuGXZdl07HK5PPVpO1ZVzx9f7VhVVYiiGPBYURT9/oE8uspJkiSIogiO4/TjQE6SJGHnzp249NJLwfN8XDjZbafW1lbs2bMHo0ePBs/zUXP66s06fPN2HfpfkYBDX7fA3Z3Df27rHdCpZPE5FP+xDsNvTMYNL6XjzYk/obWB4P/9IxupF/Lt2qm5QcKbl3uy5HO35kBVgD9f5fn6qrercNm4S8BxnMlp5/vnsfkPdci7IREzXrkAFRua8dmvTqN3vht3vZ/t1+mjB2twpLQFN/4uA8Omd8P/PXwSlVtaMPX5dAy7KcFvO/3pyuNoPkdw/6osNNXJ+N/7ziC1t4D/tzor4GvvvVtP4fRBGbe+nYG/zzkDAPjll9nokem23U6qquJf//oXRo4cCbfbHfHXXjR/n1RVxY4dO3DJJZfo7wGx7hRKO3Ech507d2LkyJF6xj7Wney2U2trK8rKyvT3+3hwCqWdCCHYuXMnRo8ebcrcdaVTa2sr6uvOIT3jAvB88JxcyJMnMjMzkZmZaVluwoQJqK2txY4dO3DppZcC8ESiqqpi/Pjxtp+nBXC9evXS7/viiy/i5MmTelfvunXrkJKSguHDh/u9R0JCgp4mBjxp1bNnTus/HOMgb+OxcUskO8cul3dWnNvtRkZGBjiOC1hGO+Y4Tj/WGtfucaC6h8MplGOe53HBBRd4lpGIEye77eRyuZCeng5BEPR6RsNJy9i1NHhnxGqBlj8n0eVxUGUCnuf1blLBxevPMrq6ErzP5yCAg/d/xAt6ZuhvZsb6CqI2E4IzPUPLyvlz8nbFQr9WuyZQO3nuR0BUDnzbZre8yPn10I61rli1xfum6U7ylLfbToqiID09HS6XS79/JF970fx9IoTgggu8f3TiwSmUY0VRkJGRoQ9BiQcnwF47CYLg9/0+lp1CaSet7bW6hcPJ3xaNgQjbGLthw4Zh2rRpeOihh1BaWoqvv/4ac+fOxaxZs/QZscePH0deXp6e4jx48CBeeOEF7NixA4cOHcJnn32Ge++9F1dffTVGjRoFAJgyZQqGDx+Oe+65B//617/wxRdf4Le//S0eeeQRU/AWbQRBwODBg/3ODKQBmv2d4u47ecJqhqfvcidad2TgZUW8x6pCvFuLccBFQ/z7+24ppq9JZ2PyhD7hwmLnCY+LdyKIXt7ifVEfY3debXfOLk5p+2hAsztAtz/N7oDz/MO6QPGyZcuQl5eHyZMnY/r06bjyyivx9ttv69+XJAn79+/Xx2S43W6sX78eU6ZMQV5eHubNm4dbb70V//jHP/RrBEHA559/DkEQMGHCBNx999249957TeveOQFZlrF169aQBjzGEzT7O8VdW6C4uS2wC7bUCeBvuRPzeV+MgR1RzLNVA/nr+776LF3C21ruxHcdu2AzfKG72CkPeAPb1kZv5tFqgWJfnNL20YBmd4Buf5rdAef5h3WB4oyMjKCLEffv3x/GIX4XXnghNm/ebHnffv366YMgnQrP8+jdu7dlX3i8QrO/U9xdWsau3l7GzrjcCVGJviZdwC3FOA6c0LaOnWrc6gsB/b3LnbStY6eaz/t9jk+WT7smWJaPN7rYWFIFMGTs2tb948Xg6+v5fa5D2j4a0OwO0O1PszvgPH+2V2yY4Hke/fr1i3Y1ogbN/k5x1zJ22ppsriSrjJ3ns2LIcgHBM108Dyht2Tpt3TuO5wL6+46X07KDgbYH0+4HGLYU07pWg7yH6tuDGepllbHTduVoPW9vcWK/z3VI20cDmt0Buv1pdgec5++M8DIOkWUZxcXFjknNRhqa/Z3i7tv16k622xVr3v81WKbLdI2hKzaQP+87Xk7LvgXritUzdr5ZvmDXtAW1kvXeshp617WW4QxxfB3gnLaPBjS7A3T70+wOOM+fBXZhgud5DBo0yDGp2UhDs79T3N3J5ue7koPXRxtPpkr2M3bGfVz1xYZFLqC/72LDdnae0LtvtYydjUCN9zfGLsBYQQ2xXdd10OL+n+uQto8GNLsDdPvT7A44z591xYYJrc+dVmj2d4q7u1tHM3bEnLGz3LrLEzzpY9l4BPTXAi4t6+adPBH4GfqWYnpgZ3x2gHq5jC7WHkD7WcRWk038PtchbR8NaHYH6Pan2R1wnr8zwss4RJZlbNy40TGp2UhDs79T3N3dfTN29gI7RfbuEwuEkBlTveUD+Wtdrlpwpk+ECJYV9JkVS2xk7PSJIKbZuhYZu7Yt2JrOeSrlSuxYV6wT2j4a0OwO0O1PszvgPH+WsQsTPM9jxIgRjknNRhqa/Z3inuCbsetmsytWJt417EToixr7QwsGtZmxgCeACuTP6d2qRH+W55rA9fLOpG2rn2I+779eXhc7zwC8GbrmtsBOTAy9/ZzS9tGAZneAbn+a3QHn+bPALkzwPK/vjEEjNPs7xd03YxfK5Im2rVstJxBowZLiM9kikL/2vtdu6ZIgkyd8s3za5+ATLryTJzQX3sKlfWDXsa5YJ7R9NKDZHaDbn2Z3wHn+zggv4xBJkvDFF19AkqRoVyUq0OzvFHffQM5q8oQpy9WWsbMM7EwzaT3nOB4B/fVdJHzHy9mYPKF1qWpr4AWfrWtwkTWXoCp6YNeZrlintH00oNkdoNufZnfAef4ssAsTgiBg7NixjtliJNLQ7O8Ud47nTOPqfCdT+CIYxthpGTjeIhjiDV2rxDCWLZC/vouEap4VywV5JzJ29wLeADLobhV+Ak7LWbGJ5ud0JGPnlLaPBjS7A3T70+wOOM+fdcWGCZ7nkZGREe1qRA2a/Z3kntCdh9ToiVSsu2I9n1WJQLXbFWuYpADOey6Qvz7DtS3Y0sflBQm6jNk34zXBdp7Qxwsq3vGClhk7nwWJOzor1iltH2lodgfo9qfZHXCeP8vYhQlJkrB69WrHpGYjDc3+TnI3ZumsJk+Yx9jZ7YpF2zXeZUXAkYD+3uVOfCZPBMvY+S53YmvnifaLLdvN2GlY7dThDye1faSh2R2g259md8B5/iywCxOiKOKqq66CKNKZFKXZ30nuianeX/GU3ODdBPpyJ5L9LBdvyMBpwZogcgH9vePlPJ+JYYmUwM/QrtG6b83P9u/i+azIxPZEkK7I2Dmp7SMNze4A3f40uwPO83dGLeIQjuOQkpIS7WpEDZr9neTePdMbMaX2Dv7rLrbttOAJ7DzHVjNJjUEX19YXywuB/Xmfrlh7QZrv2nd2dqtou0aCPhEkWHnAT8auA2PsnNT2kYZmd4Buf5rdAef5s4xdmJAkCZ9++qljUrORhmZ/J7kbuxN9txjzxbtbg6Er1iIYMl6j71bBk4D+etet72LDQXeeaLtG1rpv284HnTzhfY5id/KET4auI5MnnNT2kYZmd4Buf5rdAef5s8AuTIiiiClTpjgmNRtpaPZ3kvuImd0AAFl5Fn2qMHdFSo2ePtJQMnZat6ogcgH9242XszF5QhDNWT7vhIvA9TJeY3fplq4I7JzU9pGGZneAbn+a3QHn+TujFnGKUxo5WtDs7xT3vuMSUbg8C+l9resjGAK71vM2J0/4dK0CnpmvgfzbZ99sZOx8sny2lkgx7qIh2+uK9V0OpiOTJwDntH00oNkdoNufZnfAWf4sYxcmZFlGUVGRY/aOizQ0+zvNPXdUApLSrNdXMk6UaG20G9h5PnsydlrARQL6+65J592GLNgzOj4uT5ENS7dYdMUmpPjsrduBLcWc1vaRhGZ3gG5/mt0B5/mzwC5MiKKI6dOnOyqKjyQ0+8eqO8dzelZL64q1nBVrHGNnCLgC+bfbRcJOkGZcBFklQNtQvuAzaQ3jBW0utpzoE9gZZxTbJVbbviug2R2g259md8B5/iywCyNOid6jBc3+sequZei0rtiQxtgp3vXiAvm3z77Z2XlCK+sNHo33CnqNYX09q4ydO5kz1aMjgR0Qu23fFdDsDtDtT7M74Cx/FtiFCVmWsXbtWkc1diSh2T+W3fXATs/Y2QzsDBk7jicB/X1nxerX2FnuRCb6dcZn+/Xws9iyVcaO4zkkdPe+JSaldawrNlbbvrPQ7A7Q7U+zO+A8f2fkDeMQl8uFm2++OdrViBo0+8eyu9C2lp138kTw8qagq+3dRBD5gP7t1qTT95cN8gxD8EgMGTtbWT6Z6BM0rDJ2AOBK5tBc5znuSGAXy23fWWh2B+j2p9kdcJ4/y9iFCUII6urqQAixLhyH0Owfy+7azFjJbsbO2E0qec8F8veOl/P8nFRbO094g0Hj7Nug+8ua1uQznwuKocq+Y+7sEMtt31lodgfo9qfZHXCePwvswoQsy9iyZYtjUrORhmb/WHZvN8bOaoFiP5MUOJ4E9DeOiyOKzckTpsWGSbvz/uvl+awYMnZWLoAprrNc0Ngfsdz2nYVmd4Buf5rdAef5s8AuTLhcLsyYMQMul/XCsPEIzf6x7K5l7Gwvd2IIurRsmugWAvobgyvPZIi2oCtYt6opY+cN0jguyKLGbm1LMcPkCRsZuyvnerYFyh3ttizrj1hu+85CsztAtz/N7oDz/FlgFyZUVcWZM2egan1NlEGzfyy7a2PqWs/b3Xmi/ZZinEgC+hu7XD0zadufb/cMPzNcrbJpWhCnSIbJEzYycCNv6Y4HPsnBLX/qaVnWH7Hc9p2FZneAbn+a3QHn+bPALkwoioLt27dDURTrwnEIzf6x7O6dFWsvY8f5ydhxPAL6G7tcfde+C4QpeLQx2cJYb6XVOHki+DUaPQe7kJxuvaCzP2K57TsLze4A3f40uwPO82ezYsOEy+XC1KlTo12NqEGzfyy7t588YVHetI+rJ4ASE3hcF8DfGJCpMoGq7VZhJ2OnEMMEDYuMXVtPqtxKQps80Uliue07C83uAN3+NLsDzvNnGbswoaoqTp486ZjUbKSh2T+W3bXArqVeC9LsrmNnmKQgIKA/x3sXATbOcg22FAnnbxcJi39JO5Ox6wyx3PadhWZ3gG5/mt0B5/mzwC5MqKqK8vJyxzR0pKHZP5bdRZ85A2KiRVescWKDpJ1DUH9TMChZB2rGLcVsj7Fzd2yMXWeJ5bbvLDS7A3T70+wOOM+fdcWGCVEUcd1110W7GlGDZv9YdvftrrTK2GldtapCQNre00Q3j2uC+PMiB0Uipi3Cgi93YggeFXvZN1EP7Lzdt3ZmxXaWWG77zkKzO0C3P83ugPP8WcYuTKiqiuPHjzsmgo80NPvHsrtv8GOVsdMCMiLDNHkimD9nysBZb/flb0kVu2PslFYCubUtGEwIekmXEMtt31lodgfo9qfZHXCePwvswoSqqjh48KBjGjrS0Owfy+6+GTqXZVes57NxIWBOIEH9/S2REnQXCa28BNuLDfOGMXZyi73xgl1BLLd9Z6HZHaDbn2Z3wHn+rCs2TIiiiKuvvjra1YgaNPvHsrsrKbSMnWDYuktbL9iVIGBCEH99jJ1CDF2xgZ9hLK/PcA3SdQsAonEdu7aMndY9G05iue07C83uAN3+NLsDzvMPa8buzJkzKCwsREpKCtLS0jB79mw0NDQELH/o0CFwHOf346OPPtLL+fv+ypUrw6kSMqqq4vDhw46J4CMNzf6x7N4usLMcY+cdy6YYMnbB/I1j5uxMbDCWJ4rNWbFtQZzcYth5IkIZu1ht+85CsztAtz/N7oDz/MMa2BUWFuK7777DunXr8Pnnn6O4uBhz5swJWP7CCy9EVVWV6eO5555D9+7dccMNN5jKLlmyxFRu5syZ4VQJGaf1uUcamv1j2d2VZH5LsFzuRBv/Zti6ixNIUH/jrFhiJ2Nn2iu27ZzFRAh9Hbtm7+6vkeqKjdW27yw0uwN0+9PsDjjPP2xdsXv37sWaNWuwfft2XHbZZQCAN998E9OnT8err76K3NzcdtcIgoCcnBzTuVWrVuH2229H9+7dTefT0tLalXUSoihi4sSJ0a5G1KDZP5bdXckd64pVJIBvW2zY5RZwSRB/Tu9aNaxLFyRQ8zsmz+bOE1bnuppYbvvOQrM7QLc/ze6A8/zDlrHbtm0b0tLS9KAOAAoKCsDzPEpKSmzdY8eOHdi1axdmz57d7nuPPPIIevbsiXHjxmHx4sUghPi5Q/RQFAUHDhxwzBYjkYZm/1h29+2KdSUGf4vwjrHzdsWCJ0H9ta5VYnOBYi1j5ylPLMsD3q5YDY637r7tCmK57TsLze4A3f40uwPO8w9bYFddXY2srCzTOVEUkZGRgerqalv3eOeddzBs2LB2kfDzzz+PDz/8EOvWrcOtt96Kf//3f8ebb74Z8D4tLS2oq6vTP+rr6wFAT5sqiqI3iPFYlmXTsVY+0LEkSfpxa2srzpw5A0IIJEkCIcTvMQDTsaqqpmNZloMeK4piOvbn0VVOWt2Nx4GcVFXF6dOnQQiJGye77SRJEs6ePdvOIxaceLe5K0FM5IK2E4S2urQSfbwceFV/7ftz0rJtsqTq69KBC+ykZew8M2/bHiEiqJPKyWaPBA6EkLC/9hRFwdmzZ03tEcnXXjR/nwghOH36dDu/WHYKpZ0IIThz5gxaW1vjxsluOymKYnq/jwenUNpJa3t/rl3lpN3bDiEHdk8++WTACQ7ax759+0K9bTuampqwfPlyv9m6p59+GldccQXy8/PxxBNP4PHHH8fvf//7gPdauHAhUlNT9Y8+ffoA8KyOD3i6jffu3QsA2L17NyoqKgAAZWVlqKysBACUlpbi6NGjAICtW7eiqqoKAFBcXIyamhoAwMaNG1FbW6sf5+XlQRRFFBUVobm5GbIso6ioCLIso7m5GUVFRQCA+vp6rF27FgBQW1uLjRs3AgBqampQXFwMAKiqqsLWrVsBAEePHkVpaSkAoLKyEmVlZQCAiooK7N69O2xOa9eu1YNiK6empibU1NRAFMW4cbLbTqWlpRg7dqx+HEtOeyv2wIiYwAVtp0NHfgQANDY0ob7uPADgxKkqJCcnQxRFv05axu5E9Ul98eDTZ08FdDJm7LTgkfBqUKcNG9eZPAQ3F5HXXlVVFcaOHasfh6udnPj7JIoiampq0NTUFDdOobSTKIrIy8vTPeLByW47nTp1Ci0tLRBFMW6cQmknURSRnJyse4TDSauvHTgSYh/mqVOncPr06aBlBg4ciA8++ADz5s3D2bNn9fOyLCMxMREfffQRbrnllqD3eP/99zF79mwcP34cmZmZQcuuXr0aN954I5qbm5GQ0H4V0paWFrS0tOhfE0IgS61ITUuHKIp6NC0IgulYlmVwHKcf8zwPnucDHkuSBEEQwPM8mpubUVlZiSFDhkBVVYiiqP8MjMcul0vPJLhcLqiqCkVR9GPt2kDH2n8LwTy6ykmSJIiiCI7j9ONATrIsY//+/cjLywPHcXHhZLedJElCZWUlBg0aBI7jYsqp8utGfPyw93f2Vzv7gBdJwHY69HUzPv73M8gcKkJwcagul3DTa6lQex/D0KFD9fsYnZbdeQonvpfw80UX4NNHT0ORgIe+yEZab7dfJ+k88MaE4wCAyU+lYcPCWgy+NhEz3+gZ1OmNsdV6hq97loB/W58T9tceIZ41/AYMGACXyxXx1140f58IIdi3bx+GDh0KURTjwimUduJ5Hj/88AMGDBiAxMTEuHCy206SJKGiogJDhw4Fx3Fx4RRKOwHA/v37MXjwYLjd7rA4tba2or7uHNIzLgDPB8/JhTzqJDMz0zLQAoAJEyagtrYWO3bswKWXXgrAE4mqqorx48dbXv/OO+/gZz/7ma1n7dq1C+np6X6DOgBISEgwfU9VVZw9c1r/4QiCdyS28Vh7Mdg9drlcpuPm5ma/532POY7Tj7XGtXscqO7hcrJ7rL0Q483JTjuJooimpibwPK/XM1acEnt4y3C8Z8swjgvcTq5ET51VyVMeAES3gPq2f6T8Oelj7Ainr2MnuoWATrzL2z0sNXknWxjr7s9JcHPeMXnuyLz2FEVBU1MTRFHU7xnJ1140f58URUFrayu4tgUN48EplGNFUdDc3BxXToD9dtKSJ/HkZLedFEVBS0uL3/f7rnIylrEibMOJhw0bhmnTpuGhhx7CW2+9BUmSMHfuXMyaNUufEXv8+HFMnjwZ7733HsaNG6dfe+DAARQXF+tpUyP/+Mc/cOLECVx++eVITEzEunXr8NJLL2H+/PnhUukQgiAgPz8/2tWIGjT7x7K7cfJEUhqv/5EOhD4rVvbOdhXdwf21MXZKq3d/2WCzXI2zWaVme5MnPPXgIDVGbnFiILbbvrPQ7A7Q7U+zO+A8/7CuY7ds2TLk5eVh8uTJmD59Oq688kq8/fbb+vclScL+/fvR2Nhoum7x4sXo06cPpkyZ0u6eLpcLixYtwoQJEzBmzBj89a9/xR//+EcsWLAgnCohoygKysvLTalamqDZP5bdjevYJV9gsaYIDLNiJe+WYuDVoP5axs64xpzllmJt35aaPJEgZ10104LEkVicGIjttu8sNLsDdPvT7A44zz+sCwBkZGRg+fLlAb/fv39/v8uUvPTSS3jppZf8XjNt2jRMmzaty+rIYDC8dOvpDewEV5CCbWgTGxSJ6MGW5VIkbcGgZArsgj9HcAFKK/QMnJ2MnduwJl+kMnYMBoMRbdhesWFCEASMGDEi2tWIGjT7x7K7O9kb2LXUW8+rMi1Q3PZuIrr5oP5aOW28nOecdTCotBI9GLSzJp0psItQxi6W276z0OwO0O1PszvgPP+wdsXSjKIoKCsrc0xqNtLQ7B8v7i311tvj8IYFivWuWI4E9deCQbnZe3/BMmNn7r612lIMAFyGINV3weJwES9t3xFodgfo9qfZHXCePwvswkhSUlK0qxBVaPaPZffRt3cDAFwxN8WyrNZdq0jmxYOD+bfL2HEAx1vsSesyX2O1pRgAuLtxfo/DTSy3fWeh2R2g259md8BZ/qwrNkwIgoC8vLxoVyNq0Owf6+6Tn0rH6Nu7I2uI9SA73tAVK7d4gi53soC8voH9fbNvVtk6T5m2cXlaYGdrjJ33/9aEHpH5HzbW274z0OwO0O1PszvgPH+WsQsTsixj+/btIW0DEk/Q7B/r7oKLQ3ae2zKL5inbdkAMGThBDeqvBWXe8XLWz9ECSG1WrGCrK9ZbJjElMm91sd72nYFmd4Buf5rdAef5s8AuTHAch/T0dMt1wOIVmv1pcvcXYLkSgvsLvt2qdjJ2bde0nvcuOGyFsfs1Uhk7mtreF5rdAbr9aXYHnOfPumLDhCAIGDx4cLSrETVo9qfJ3V9g504SMbhnYH/edyKEjYyd9pzW820ZOxuTIYxr8kWyK5aWtveFZneAbn+a3QHn+bOMXZiQZRlbt251TGo20tDsT5O7v2wb4ZWg/nrGrtn+RAhvYNe2k4SNrli3qSs2Mv9J09T2vtDsDtDtT7M74Dx/FtiFCZ7n0bt3b8vNeuMVmv1pcuc4zhzccZ517IL562Ps2sbL2Rpj5zOT1k7Gzt3d+/xIjbGjqe19odkdoNufZnfAef6sKzZM8DyPfv36RbsaUYNmf9rcBRenr2EnJnAQBCGof7s16WyNsTMHcnbG2PUdl6AfG7tlwwltbW+EZneAbn+a3QHn+TsjvIxDZFlGcXGxY1KzkYZmf9rcjdkzwW3t75t9C2VWrL9nBiKjvwtj7++BvuMSkDPSRiTYBdDW9kZodgfo9qfZHXCeP8vYhQme5zFo0CDHpGYjDc3+tLmLiRxwru3YzVn66+PltH1fbYyX89231u5OEpPmp9kq11XQ1vZGaHYH6Pan2R1wnj8L7MKE1udOKzT70+buSjTvyWrlr4+xa/SMsRNtJNN8s3p2Jk9EA9ra3gjN7gDd/jS7A87zd0Z4GYfIsoyNGzc6JjUbaWj2p81dTDR2xXKW/vqadI32J0K0H2PnzMCOtrY3QrM7QLc/ze6A8/xZYBcmeJ7HiBEjHJOajTQ0+9Pm7vIJ7Kz8tewbUbzXWNG+K7ZjdQ03tLW9EZrdAbr9aXYHnOfPumLDBM/zyMrKinY1ogbN/rS5GzN22hi7YP4dGS8XKxk72treCM3uAN3+NLsDzvN3RngZh0iShC+++AKSJEW7KlGBZn/a3E0ZuwTO0t93vJydyRMdmRUbDWhreyM0uwN0+9PsDjjPnwV2YUIQBIwdOxaCYGNZ/TiEZn/a3E1j7FzW/r6BnJ3JE8bgEXDu5Ana2t4Ize4A3f40uwPO82ddsWGC53lkZGREuxpRg2Z/2txFP7Nig/n7LkhsJ/smJsZGxo62tjdCsztAtz/N7oDz/FnGLkxIkoTVq1c7JjUbaWj2p83dd7kTK/+OjJdzJfte04GKRgDa2t4Ize4A3f40uwPO82eBXZgQRRFXXXUVRJHOpCjN/rS5i4net5GEFN7Sv0OBXYxk7GhreyM0uwN0+9PsDjjP3xm1iEM4jkNKSkq0qxE1aPanzd2V5A2yklJ4S38xIfTJE+3G2Dk0sKOt7Y3Q7A7Q7U+zO+A8f5axCxOSJOHTTz91TGo20tDsT5u7MVBLTOMt/X0DO1uTJ5LMb1VOzdjR1vZGaHYH6Pan2R1wnj8L7MKEKIqYMmWKY1KzkYZmf9rc3d0NGbtU3tJfTDIHZb5LmVhdI7jtZfmiAW1tb4Rmd4Buf5rdAef5s8AujDilkaMFzf40uaf39bompnreUoL5t8/YhdYVm9Dd2W9bNLW9LzS7A3T70+wOOMvf2e+QMYwsyygqKnLM3nGRhmZ/2twzBni3kkjowVv6d2QihHG5k4QU575t0db2Rmh2B+j2p9kdcJ4/Rwgh0a5EpFFVFWfPnEZ6xgVh29uNEAJZliGKIjjOmd1G4YRmf9rciUrw6qhjAIC7V2QhZ4Q7qH9Lg4o3Lj+uf13w2zTkz+oR9Bkn97fi3VtPAAByRrhxz8rsLjToOmhreyM0uwN0+9PsDkTGP5S4xTm5wzhEa2haodmfJneO53DDixk4e0hCzgjPTIhg/h2aFZtk7Ip19h8OmtreF5rdAbr9aXYHnOXv3D6NGEeWZaxdu9YxqdlIQ7M/je4jbu6Gq/4rDRzHWfoLLs60+4S9dewMa+X1cO7bFo1tr0GzO0C3P83ugPP8WVdsmLpiGQxGYF6//BhaGzxvPTf/zwUYUpActLwiEfwx39Pd2zvfjbved2ZXLIPBYISDUOIWFtWECUII6urqQGHcDIBuf5rdAXv+prXvbEyGMHbX1v2kdK6CYYTmtqfZHaDbn2Z3wHn+LLALE7IsY8uWLY5JzUYamv1pdgfs+ZvGzNnsWr3+6XSAAyY9ltbZKoYNmtueZneAbn+a3QHn+bOuWNYVy2BEnMU3V+H0Qc+b4ENreiGtj71Bx62NKtzJ7HeWwWDQhSO6Yl988UVMnDgRycnJSEtLs3UNIQTPPPMMevXqhaSkJBQUFKCiosJU5syZMygsLERKSgrS0tIwe/ZsNDQ0hMGgc6iqijNnzkBV1WhXJSrQ7E+zO2DPnxcMXbEhTIZwelBHc9vT7A7Q7U+zO+A8/7C9S7a2tuK2227Dww8/bPua3/3ud3jjjTfw1ltvoaSkBN26dcPUqVPR3NyslyksLMR3332HdevW4fPPP0dxcTHmzJkTDoVOoSgKtm/fDkVx7nigcEKzP83ugD1/Yz+B2+HLl4QCzW1PsztAtz/N7oDz/MPeFbt06VI8+uijqK2tDVqOEILc3FzMmzcP8+fPBwCcO3cO2dnZWLp0KWbNmoW9e/di+PDh2L59Oy677DIAwJo1azB9+nQcO3YMubm5turEumIZjOjy4UMncXhbCwDgsfILo1wbBoPBcDaO6IoNlcrKSlRXV6OgoEA/l5qaivHjx2Pbtm0AgG3btiEtLU0P6gCgoKAAPM+jpKQk4nUOhqqqOHnypGNSs5GGZn+a3QF7/im9nLGQZ1dDc9vT7A7Q7U+zO+A8f8cEdtXV1QCA7Gzz+lTZ2dn696qrq5GVlWX6viiKyMjI0Mv4o6WlBXV1dfpHfX09AOiNoCiKnkI1HsuybDrWygc6liRJP25pacGePXugqiokSQIhBISQdscATMdaee1Ym2UT6FhRFNOxP4+uctLqbjwO5KQoiu4fL05226m1tRXl5eWQZTlunEJpJ0mS9LYP5DTi54kAgKxhrphwsttOsiyjvLwcra2tceNk97Wnqir27Nljeh3EulMo7aT5t7S0xI2T3XaSZdn0fh8PTqG0k9b2xr9/Xe0UyozbkAK7J598EhzHBf3Yt29fKLeMCAsXLkRqaqr+0adPHwBAeXk5AGDv3r3Yu3cvAGD37t36hI2ysjJUVlYCAEpLS3H06FEAwNatW1FVVQUAKC4uRk1NDQBg48aNepfzxo0bMXbsWIiiiKKiIjQ3N0OWvRsFNzc3o6ioCABQX1+PtWvXAgBqa2uxceNGAEBNTQ2Ki4sBAFVVVdi6dSsA4OjRoygtLQXgyXSWlZUBACoqKrB79+6wOa1du1YPiq2cmpqa0NzcDFEU48bJbjuVlpbiuuuu04/jwSmUdqqoqEB2djZEUQzodKRxF6b+WcWsxVkx4WS3naqqqnDdddfpx/HgZPe1J4oimpub0dTUFDdOobSTKIoYO3as7hEPTnbb6dSpU3C5XBBFMW6cQmknURSRnZ2te4TDSauvHUIaY3fq1CmcPn06aJmBAwfC7XbrX9sdY/fjjz9i0KBBKCsrw5gxY/Tz11xzDcaMGYPXX38dixcvxrx583D27Fn9+7IsIzExER999BFuueUWv/duaWnR/4sC2jbslVqRmpYOURT1aFoQBNOxLMvgOE4/5nkePM8HPJYkCYIggOd5tLS04NSpU8jNzYWiKPoecrIsm45dLpe+gbDL5dKzHNqxqqoQRTHgsaIoIIQE9egqJ0mS9E2OteNAToqi4Pjx43oQHQ9OdttJlmWcOnVKzz7Hg1Mo7SRJEqqrq9G7d2/9v81Yd7LbTgBw4sQJZGZmQhTFuHCy204AcOzYMfTu3Vt/HcS6UyjtJAgCfvrpJ2RmZiIhISEunOy2kyzL+Omnn/T3+3hwCqWdOI7D8ePHkZOTo//962qn1tZW1NedszXGLqSBLpmZmcjMzAzlEtsMGDAAOTk52LBhgx7Y1dXVoaSkRJ9ZO2HCBNTW1mLHjh249NJLAXiiW1VVMX78+ID3TkhIQEJCgv61qnoGIWo/HO1NyffYuKGvnWOXy2W6z48//qg3tL8y2jHHcfqx1rh2jwPVPRxOoRwTQnDo0CHk5ubqf+Bi3SmUdjp48KCetYoXJ9/jQHXnOA6VlZXo1atXyB5OdbLbTrIs622v3TPWnayOtXrJsqz/zseLUyjHsizr7/nx4gTYaycAft/vY9kplHaSZVl/zwuXk7GMFWGbFXvkyBGcOXMGn332GX7/+99jy5YtAIDBgweje/fuAIC8vDwsXLhQz7S98sorePnll/Huu+9iwIABePrpp7F79258//33SEz0jMm54YYbcOLECbz11luQJAkPPPAALrvsMixfvtx23bTAjs2KZTAYDAaD4XRCiVvCFtU888wzyM/Px4IFC9DQ0ID8/Hzk5+fj22+/1cvs378f586d079+/PHH8R//8R+YM2cOxo4di4aGBqxZs0YP6gBg2bJlyMvLw+TJkzF9+nRceeWVePvtt8Ol0WFUVcXhw4f1QZC0QbM/ze4A3f7MnU53gG5/mt0B5/mHLbBbunSpPhPF+DFp0iS9DCEE999/v/41x3F4/vnnUV1djebmZqxfvx5Dhgwx3TcjIwPLly9HfX09zp07h8WLF+sZQCehqiqOHz/umIaONDT70+wO0O3P3Ol0B+j2p9kdcJ4/2yuWdcUyGAwGg8FwMI7oiqUdRVFw4MABfXYMbdDsT7M7QLc/c6fTHaDbn2Z3wHn+LLALE4QQnD17FhQmRAHQ7U+zO0C3P3On0x2g259md8B5/qwrlnXFMhgMBoPBcDCsK9YBKIqCffv2OSY1G2lo9qfZHaDbn7nT6Q7Q7U+zO+A8fxbYhRFtax1aodmfZneAbn/mTi80+9PsDjjLn3XFsq5YBoPBYDAYDoZ1xToARVFQXl7umNRspKHZn2Z3gG5/5k6nO0C3P83ugPP8WWDHYDAYDAaDESewrljWFctgMBgMBsPBhBK3iBGqk6PQYllCVIRrBxBVVVFeXo4RI0ZQGTzS7E+zO0C3P3On0x2g259mdyAy/oSobZ+tc3FUZuwURUbt2bPRrgaDwWAwGAyGbdLS0yEIwXNyVAZ2qqqCEBUcOIDjwvKM+vp69OnTB8eOHUOPHj3C8gwnQ7M/ze4A3f7MnU53gG5/mt2BCPkTAgICjuNZV6w/PD+U8KaLOY5DQ0MDOI6jMjVNsz/N7gDd/sydTneAbn+a3QHn+Ue/BgwGg8FgMBiMLoEFdgwGg8FgMBhxAgvswkRCQgIWLFiAhISEaFclKtDsT7M7QLc/c6fTHaDbn2Z3wHn+VE6eYDAYDAaDwYhHWMaOwWAwGAwGI05ggR2DwWAwGAxGnMACOwaDwWAwGIw4gQV2IbBo0SL0798fiYmJGD9+PEpLS4OW/+ijj5CXl4fExESMHDkSRUVFpu8TQvDMM8+gV69eSEpKQkFBASoqKsKp0GFCcf/b3/6Gq666Cunp6UhPT0dBQUG78vfffz84jjN9TJs2LdwaHSYU/6VLl7ZzS0xMNJWJ17afNGlSO3eO4zBjxgy9TKy0fXFxMW666Sbk5uaC4zh88sknltds2rQJl1xyCRISEjB48GAsXbq0XZlQ30eiRaj+H3/8Ma6//npkZmYiJSUFEyZMwBdffGEq8+yzz7Zr+7y8vDBadIxQ3Tdt2uT3dV9dXW0qFwttH6q7v99njuNw8cUX62Vipd0XLlyIsWPHokePHsjKysLMmTOxf/9+y+uc9reeBXY2+d///V/8+te/xoIFC7Bz506MHj0aU6dOxcmTJ/2W37p1K+68807Mnj0bZWVlmDlzJmbOnIny8nK9zO9+9zu88cYbeOutt1BSUoJu3bph6tSpaG5ujpSWLUJ137RpE+688058+eWX2LZtGy688EJMmTIFx48fN5WbNm0aqqqq9I8VK1ZEQidkQvUHgJSUFJPb4cOHTd+P17b/+OOPTd7l5eUQBAG33XabqVwstP358+cxevRoLFq0yFb5yspKzJgxA9deey127dqFRx99FA8++KApuOnIaylahOpfXFyM66+/HkVFRdixYweuvfZa3HTTTSgrKzOVu/jii01t/9VXX4Wj+p0iVHeN/fv3m9yysrL078VK24fq/vrrr5ucjx49ioyMjHa/87HQ7ps3b8YjjzyCb775BuvWrYMkSZgyZQrOnz8f8BpH/q0nDFuMGzeOPPLII/rXiqKQ3NxcsnDhQr/lb7/9djJjxgzTufHjx5N/+7d/I4QQoqoqycnJIb///e/179fW1pKEhASyYsWKMBh0nFDdfZFlmfTo0YO8++67+rn77ruP3HzzzV1d1bAQqv+SJUtIampqwPvR1PavvfYa6dGjB2loaNDPxVLbawAgq1atClrm8ccfJxdffLHp3B133EGmTp2qf93Zn2e0sOPvj+HDh5PnnntO/3rBggVk9OjRXVexCGDH/csvvyQAyNmzZwOWicW270i7r1q1inAcRw4dOqSfi8V2J4SQkydPEgBk8+bNAcs48W89y9jZoLW1FTt27EBBQYF+jud5FBQUYNu2bX6v2bZtm6k8AEydOlUvX1lZierqalOZ1NRUjB8/PuA9o0FH3H1pbGyEJEnIyMgwnd+0aROysrIwdOhQPPzwwzh9+nSX1r0r6Kh/Q0MD+vXrhwsvvBA333wzvvvuO/17NLX9O++8g1mzZqFbt26m87HQ9qFi9TvfFT/PWEJVVdTX17f7va+oqEBubi4GDhyIwsJCHDlyJEo17HrGjBmDXr164frrr8fXX3+tn6ep7d955x0UFBSgX79+pvOx2O7nzp0DgHavYSNO/FvPAjsb1NTUQFEUZGdnm85nZ2e3G0OhUV1dHbS89jmUe0aDjrj78sQTTyA3N9f0wp42bRree+89bNiwAa+88go2b96MG264AYqidGn9O0tH/IcOHYrFixfj008/xQcffABVVTFx4kQcO3YMAD1tX1paivLycjz44IOm87HS9qES6He+rq4OTU1NXfK7FEu8+uqraGhowO23366fGz9+PJYuXYo1a9bgL3/5CyorK3HVVVehvr4+ijXtPL169cJbb72Fv//97/j73/+OCy+8EJMmTcLOnTsBdM37aCzw008/4Z///Ge73/lYbHdVVfHoo4/iiiuuwIgRIwKWc+LfejEsd2Uw2nj55ZexcuVKbNq0yTSBYNasWfrxyJEjMWrUKAwaNAibNm3C5MmTo1HVLmPChAmYMGGC/vXEiRMxbNgw/PWvf8ULL7wQxZpFlnfeeQcjR47EuHHjTOfjue0ZHpYvX47nnnsOn376qWmc2Q033KAfjxo1CuPHj0e/fv3w4YcfYvbs2dGoapcwdOhQDB06VP964sSJOHjwIF577TW8//77UaxZZHn33XeRlpaGmTNnms7HYrs/8sgjKC8vd+RYQCtYxs4GPXv2hCAIOHHihOn8iRMnkJOT4/eanJycoOW1z6HcMxp0xF3j1Vdfxcsvv4y1a9di1KhRQcsOHDgQPXv2xIEDBzpd566kM/4aLpcL+fn5uhsNbX/+/HmsXLnS1pu2U9s+VAL9zqekpCApKalLXkuxwMqVK/Hggw/iww8/bNdF5UtaWhqGDBkS823vj3HjxuleNLQ9IQSLFy/GPffcA7fbHbSs09t97ty5+Pzzz/Hll1+iT58+Qcs68W89C+xs4Ha7cemll2LDhg36OVVVsWHDBlNmxsiECRNM5QFg3bp1evkBAwYgJyfHVKaurg4lJSUB7xkNOuIOeGYBvfDCC1izZg0uu+wyy+ccO3YMp0+fRq9evbqk3l1FR/2NKIqCPXv26G7x3vaAZ/p/S0sL7r77bsvnOLXtQ8Xqd74rXktOZ8WKFXjggQewYsUK0xI3gWhoaMDBgwdjvu39sWvXLt2LhrbfvHkzDhw4YOufOae2OyEEc+fOxapVq7Bx40YMGDDA8hpH/q0Py5SMOGTlypUkISGBLF26lHz//fdkzpw5JC0tjVRXVxNCCLnnnnvIk08+qZf/+uuviSiK5NVXXyV79+4lCxYsIC6Xi+zZs0cv8/LLL5O0tDTy6aefkt27d5Obb76ZDBgwgDQ1NUXcLxihur/88svE7XaT//u//yNVVVX6R319PSGEkPr6ejJ//nyybds2UllZSdavX08uueQSctFFF5Hm5uaoOAYjVP/nnnuOfPHFF+TgwYNkx44dZNasWSQxMZF89913epl4bXuNK6+8ktxxxx3tzsdS29fX15OysjJSVlZGAJA//vGPpKysjBw+fJgQQsiTTz5J7rnnHr38jz/+SJKTk8ljjz1G9u7dSxYtWkQEQSBr1qzRy1j9PJ1EqP7Lli0joiiSRYsWmX7va2tr9TLz5s0jmzZtIpWVleTrr78mBQUFpGfPnuTkyZMR9wtGqO6vvfYa+eSTT0hFRQXZs2cP+a//+i/C8zxZv369XiZW2j5Ud427776bjB8/3u89Y6XdH374YZKamko2bdpkeg03NjbqZWLhbz0L7ELgzTffJH379iVut5uMGzeOfPPNN/r3rrnmGnLfffeZyn/44YdkyJAhxO12k4svvpisXr3a9H1VVcnTTz9NsrOzSUJCApk8eTLZv39/JFRCJhT3fv36EQDtPhYsWEAIIaSxsZFMmTKFZGZmEpfLRfr160ceeughx73BGQnF/9FHH9XLZmdnk+nTp5OdO3ea7hevbU8IIfv27SMAyNq1a9vdK5baXlvCwvdD873vvvvINddc0+6aMWPGELfbTQYOHEiWLFnS7r7Bfp5OIlT/a665Jmh5QjzLv/Tq1Yu43W7Su3dvcscdd5ADBw5EVswGobq/8sorZNCgQSQxMZFkZGSQSZMmkY0bN7a7byy0fUde97W1tSQpKYm8/fbbfu8ZK+3uzxuA6fc4Fv7Wc20yDAaDwWAwGIwYh42xYzAYDAaDwYgTWGDHYDAYDAaDESewwI7BYDAYDAYjTmCBHYPBYDAYDEacwAI7BoPBYDAYjDiBBXYMBoPBYDAYcQIL7BgMBoPBYDDiBBbYMRgMBoPBYMQJLLBjMBjUsmnTJnAch9ra2qg8f8OGDRg2bBgURbEsu2bNGowZMwaqqkagZgxGfFNcXIybbroJubm54DgOn3zySdSf9+yzzyIvLw/dunVDeno6CgoKUFJSEvKzWGDHYDCoYNKkSXj00UdN5yZOnIiqqiqkpqZGpU6PP/44fvvb30IQBMuy06ZNg8vlwrJlyyJQMwYjvjl//jxGjx6NRYsWOeZ5Q4YMwZ/+9Cfs2bMHX331Ffr3748pU6bg1KlTIT2LbSnGYDCoYNKkSRgzZgz+53/+J9pVAQB89dVXuPHGG1FdXY3ExERb1yxatAhLly7F9u3bw1w7BoMeOI7DqlWrMHPmTP1cS0sLfvOb32DFihWora3FiBEj8Morr2DSpElheZ4/6urqkJqaivXr12Py5Mm2788ydgwGI+65//77sXnzZrz++uvgOA4cx+HQoUPtumKXLl2KtLQ0fP755xg6dCiSk5Pxi1/8Ao2NjXj33XfRv39/pKen4z//8z9N3actLS2YP38+evfujW7dumH8+PHYtGlT0DqtXLkS119/vSmo+9e//oVrr70WPXr0QEpKCi699FJ8++23+vdvuukmfPvttzh48GCX/nwYDIaZuXPnYtu2bVi5ciV2796N2267DdOmTUNFRUVEnt/a2oq3334bqampGD16dEjXimGqE4PBYDiG119/HT/88ANGjBiB559/HgCQmZmJQ4cOtSvb2NiIN954AytXrkR9fT1+/vOf45ZbbkFaWhqKiorw448/4tZbb8UVV1yBO+64A4Dnj8D333+PlStXIjc3F6tWrcK0adOwZ88eXHTRRX7rtGXLFtx1112mc4WFhcjPz8df/vIXCIKAXbt2weVy6d/v27cvsrOzsWXLFgwaNKiLfjoMBsPIkSNHsGTJEhw5cgS5ubkAgPnz52PNmjVYsmQJXnrppbA9+/PPP8esWbPQ2NiIXr16Yd26dejZs2dI92CBHYPBiHtSU1PhdruRnJyMnJycoGUlScJf/vIXPXD6xS9+gffffx8nTpxA9+7dMXz4cFx77bX48ssvcccdd3T4j8Dhw4f18hpHjhzBY489hry8PADwGxTm5ubi8OHDIf8MGAyGPfbs2QNFUTBkyBDT+ZaWFlxwwQUAgH379mHYsGFB7/PEE0/g5ZdfDunZ1157LXbt2oWamhr87W9/w+23346SkhJkZWXZvgcL7BgMBsNAcnKyKRuWnZ2N/v37o3v37qZzJ0+eBGDvj4A/mpqa2o2t+/Wvf40HH3wQ77//PgoKCnDbbbe1y8wlJSWhsbGxw34MBiM4DQ0NEAQBO3bsaDexSXsfGDhwIPbu3Rv0PsF+/wPRrVs3DB48GIMHD8bll1+Oiy66CO+88w6eeuop2/dggR2DwWAYMHZ9Ap6Bzv7OacuO2Pkj4I+ePXvi7NmzpnPPPvss7rrrLqxevRr//Oc/sWDBAqxcuRK33HKLXubMmTPIzMzskBuDwbAmPz8fiqLg5MmTuOqqq/yWcbvdemY9nKiqipaWlpCuYYEdg8GgArfbbWu9uFCx80cg0HXff/99u/NDhgzBkCFD8Ktf/Qp33nknlixZogd2zc3NOHjwIPLz87us/gwGjTQ0NODAgQP615WVldi1axcyMjIwZMgQFBYW4t5778Uf/vAH5Ofn49SpU9iwYQNGjRqFGTNmdOnz+vbti/Pnz+PFF1/Ez372M/Tq1Qs1NTVYtGgRjh8/jttuuy2kZ7FZsQwGgwr69++PkpISHDp0CDU1NV220K/xj8DHH3+MyspKlJaWYuHChVi9enXA66ZOnYqvvvpK/7qpqQlz587Fpk2bcPjwYXz99dfYvn27aRzPN998g4SEBEyYMKFL6s5g0Mq3336L/Px8/Z+kX//618jPz8czzzwDAFiyZAnuvfdezJs3D0OHDsXMmTOxfft29O3bNyzPEwQB+/btw6233oohQ4bgpptuwunTp7FlyxZcfPHFIT2LZewYDAYVzJ8/H/fddx+GDx+OpqYmVFZWdtm9lyxZgv/+7//GvHnzcPz4cfTs2ROXX345brzxxoDXFBYW4vHHH8f+/fsxdOhQCIKA06dP495778WJEyfQs2dP/PznP8dzzz2nX7NixQoUFhYiOTm5y+rOYNDIpEmTEGwZX5fLheeee870+xfO5yUmJuLjjz/ukmexBYoZDAYjSjz22GOoq6vDX//6V8uyNTU1GDp0KL799lsMGDAgArVjMBixCOuKZTAYjCjxm9/8Bv369bPVLXzo0CH8+c9/ZkEdg8EICsvYMRgMBoPBYMQJLGPHYDAYDAaDESewwI7BYDAYDAYjTmCBHYPBYDAYDEacwAI7BoPBYDAYjDiBBXYMBoPBYDAYcQIL7BgMBoPBYDDiBBbYMRgMBoPBYMQJLLBjMBgMBoPBiBNYYMdgMBgMBoMRJ7DAjsFgMBgMBiNO+P+R+a5lU7sVKAAAAABJRU5ErkJggg==",
       "text/plain": [
-       "
"
+       "
"
       ]
      },
-     "metadata": {
-      "needs_background": "light"
-     },
+     "metadata": {},
      "output_type": "display_data"
     }
    ],
@@ -655,7 +664,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 10,
    "metadata": {
     "execution": {
      "iopub.execute_input": "2023-08-18T23:44:00.236648Z",
@@ -668,22 +677,20 @@
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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",
       "text/plain": [
-       "
"
+       "
"
       ]
      },
-     "metadata": {
-      "needs_background": "light"
-     },
+     "metadata": {},
      "output_type": "display_data"
     }
    ],
    "source": [
     "fig, ax = plt.subplots(1, 3, figsize=(13, 4))\n",
-    "sim.plot_eps(z=0.75, freq=freq0, ax=ax[0])\n",
-    "sim.plot_eps(y=0.01, freq=freq0, ax=ax[1])\n",
-    "sim.plot_eps(x=0, freq=freq0, ax=ax[2])\n",
+    "sim.plot_eps(z=0.75, freq=freq_range.freq0, ax=ax[0])\n",
+    "sim.plot_eps(y=0.01, freq=freq_range.freq0, ax=ax[1])\n",
+    "sim.plot_eps(x=0, freq=freq_range.freq0, ax=ax[2])\n",
     "plt.show()"
    ]
   },
@@ -696,7 +703,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 11,
    "metadata": {
     "execution": {
      "iopub.execute_input": "2023-08-18T23:44:00.847829Z",
@@ -709,14 +716,12 @@
    "outputs": [
     {
      "data": {
-      "image/png": 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\n",
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",
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     }
    ],
@@ -739,7 +744,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": 12,
    "metadata": {
     "execution": {
      "iopub.execute_input": "2023-08-18T23:44:01.285219Z",
@@ -753,13 +758,30 @@
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      "data": {
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-       "
15:23:25 PST Created task 'Simulation' with task_id                             \n",
-       "             'fdve-bf9fc832-69ae-48e4-9f64-c631965af55a' and task_type 'FDTD'.  \n",
+       "
11:37:06 EDT Created task 'Simulation' with task_id                             \n",
+       "             'fdve-a074a76e-965e-4959-979d-da416a531a47' and task_type 'FDTD'.  \n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[2;36m11:37:06 EDT\u001b[0m\u001b[2;36m \u001b[0mCreated task \u001b[32m'Simulation'\u001b[0m with task_id                             \n",
+       "\u001b[2;36m             \u001b[0m\u001b[32m'fdve-a074a76e-965e-4959-979d-da416a531a47'\u001b[0m and task_type \u001b[32m'FDTD'\u001b[0m.  \n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
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+       "             'https://tidy3d.simulation.cloud/workbench?taskId=fdve-a074a76e-965\n",
+       "             e-4959-979d-da416a531a47'.                                         \n",
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-       "\u001b[2;36m15:23:25 PST\u001b[0m\u001b[2;36m \u001b[0mCreated task \u001b[32m'Simulation'\u001b[0m with task_id                             \n",
-       "\u001b[2;36m             \u001b[0m\u001b[32m'fdve-bf9fc832-69ae-48e4-9f64-c631965af55a'\u001b[0m and task_type \u001b[32m'FDTD'\u001b[0m.  \n"
+       "\u001b[2;36m            \u001b[0m\u001b[2;36m \u001b[0mView task using web UI at                                          \n",
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+       "\u001b[2;36m             \u001b[0m\u001b]8;id=165211;https://tidy3d.simulation.cloud/workbench?taskId=fdve-a074a76e-965e-4959-979d-da416a531a47\u001b\\\u001b[32me-4959-979d-da416a531a47'\u001b[0m\u001b]8;;\u001b\\.                                         \n"
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@@ -768,13 +790,11 @@
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-       "             h?taskId=fdve-bf9fc832-69ae-48e4-9f64-c631965af55a'.               \n",
+       "
             Task folder: 'default'.                                            \n",
        "
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-       "\u001b[2;36m            \u001b[0m\u001b[2;36m \u001b[0mView task using web UI at \u001b]8;id=848268;https://tidy3d.simulation.cloud/workbench?taskId=fdve-bf9fc832-69ae-48e4-9f64-c631965af55a\u001b\\\u001b[32m'https://tidy3d.simulation.cloud/workbenc\u001b[0m\u001b]8;;\u001b\\\n",
-       "\u001b[2;36m             \u001b[0m\u001b]8;id=848268;https://tidy3d.simulation.cloud/workbench?taskId=fdve-bf9fc832-69ae-48e4-9f64-c631965af55a\u001b\\\u001b[32mh?\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=932568;https://tidy3d.simulation.cloud/workbench?taskId=fdve-bf9fc832-69ae-48e4-9f64-c631965af55a\u001b\\\u001b[32mtaskId\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=848268;https://tidy3d.simulation.cloud/workbench?taskId=fdve-bf9fc832-69ae-48e4-9f64-c631965af55a\u001b\\\u001b[32m=\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=932568;https://tidy3d.simulation.cloud/workbench?taskId=fdve-bf9fc832-69ae-48e4-9f64-c631965af55a\u001b\\\u001b[32mfdve\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=848268;https://tidy3d.simulation.cloud/workbench?taskId=fdve-bf9fc832-69ae-48e4-9f64-c631965af55a\u001b\\\u001b[32m-bf9fc832-69ae-48e4-9f64-c631965af55a'\u001b[0m\u001b]8;;\u001b\\.               \n"
+       "\u001b[2;36m            \u001b[0m\u001b[2;36m \u001b[0mTask folder: \u001b]8;id=741143;https://tidy3d.simulation.cloud/folders/folder-f7b925a9-b2c3-4519-8f36-17122860e556\u001b\\\u001b[32m'default'\u001b[0m\u001b]8;;\u001b\\.                                            \n"
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@@ -783,7 +803,7 @@
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       "application/vnd.jupyter.widget-view+json": {
-       "model_id": "57d85f15f6414c5a8cc96b3f69e6b37d",
+       "model_id": "848744faf01044df89b9f0efd5018d21",
        "version_major": 2,
        "version_minor": 0
       },
@@ -807,11 +827,15 @@
     {
      "data": {
       "text/html": [
-       "
\n",
+       "
11:37:13 EDT Maximum FlexCredit cost: 0.025. Minimum cost depends on task       \n",
+       "             execution details. Use 'web.real_cost(task_id)' to get the billed  \n",
+       "             FlexCredit cost after a simulation run.                            \n",
        "
\n"
       ],
       "text/plain": [
-       "\n"
+       "\u001b[2;36m11:37:13 EDT\u001b[0m\u001b[2;36m \u001b[0mMaximum FlexCredit cost: \u001b[1;36m0.025\u001b[0m. Minimum cost depends on task       \n",
+       "\u001b[2;36m             \u001b[0mexecution details. Use \u001b[32m'web.real_cost\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m to get the billed  \n",
+       "\u001b[2;36m             \u001b[0mFlexCredit cost after a simulation run.                            \n"
       ]
      },
      "metadata": {},
@@ -831,7 +855,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 13,
    "metadata": {
     "execution": {
      "iopub.execute_input": "2023-08-18T23:44:02.307553Z",
@@ -845,13 +869,13 @@
     {
      "data": {
       "text/html": [
-       "
15:21:58 PST Maximum FlexCredit cost: 0.025. Minimum cost depends on task       \n",
+       "
11:37:16 EDT Maximum FlexCredit cost: 0.025. Minimum cost depends on task       \n",
        "             execution details. Use 'web.real_cost(task_id)' to get the billed  \n",
        "             FlexCredit cost after a simulation run.                            \n",
        "
\n"
       ],
       "text/plain": [
-       "\u001b[2;36m15:21:58 PST\u001b[0m\u001b[2;36m \u001b[0mMaximum FlexCredit cost: \u001b[1;36m0.025\u001b[0m. Minimum cost depends on task       \n",
+       "\u001b[2;36m11:37:16 EDT\u001b[0m\u001b[2;36m \u001b[0mMaximum FlexCredit cost: \u001b[1;36m0.025\u001b[0m. Minimum cost depends on task       \n",
        "\u001b[2;36m             \u001b[0mexecution details. Use \u001b[32m'web.real_cost\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m to get the billed  \n",
        "\u001b[2;36m             \u001b[0mFlexCredit cost after a simulation run.                            \n"
       ]
@@ -873,7 +897,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 18,
+   "execution_count": 14,
    "metadata": {
     "execution": {
      "iopub.execute_input": "2023-08-18T23:44:07.488347Z",
@@ -887,223 +911,11 @@
     {
      "data": {
       "text/html": [
-       "
15:23:28 PST status = queued                                                    \n",
-       "
\n"
-      ],
-      "text/plain": [
-       "\u001b[2;36m15:23:28 PST\u001b[0m\u001b[2;36m \u001b[0mstatus = queued                                                    \n"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "application/vnd.jupyter.widget-view+json": {
-       "model_id": "",
-       "version_major": 2,
-       "version_minor": 0
-      },
-      "text/plain": [
-       "Output()"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/html": [
-       "
15:23:32 PST status = preprocess                                                \n",
-       "
\n"
-      ],
-      "text/plain": [
-       "\u001b[2;36m15:23:32 PST\u001b[0m\u001b[2;36m \u001b[0mstatus = preprocess                                                \n"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/html": [
-       "
\n"
-      ],
-      "text/plain": []
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/html": [
-       "
15:23:37 PST Maximum FlexCredit cost: 0.025. Use 'web.real_cost(task_id)' to get\n",
-       "             the billed FlexCredit cost after a simulation run.                 \n",
-       "
\n"
-      ],
-      "text/plain": [
-       "\u001b[2;36m15:23:37 PST\u001b[0m\u001b[2;36m \u001b[0mMaximum FlexCredit cost: \u001b[1;36m0.025\u001b[0m. Use \u001b[32m'web.real_cost\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m to get\n",
-       "\u001b[2;36m             \u001b[0mthe billed FlexCredit cost after a simulation run.                 \n"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/html": [
-       "
             starting up solver                                                 \n",
-       "
\n"
-      ],
-      "text/plain": [
-       "\u001b[2;36m            \u001b[0m\u001b[2;36m \u001b[0mstarting up solver                                                 \n"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/html": [
-       "
15:23:38 PST running solver                                                     \n",
-       "
\n"
-      ],
-      "text/plain": [
-       "\u001b[2;36m15:23:38 PST\u001b[0m\u001b[2;36m \u001b[0mrunning solver                                                     \n"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/html": [
-       "
             To cancel the simulation, use 'web.abort(task_id)' or              \n",
-       "             'web.delete(task_id)' or abort/delete the task in the web UI.      \n",
-       "             Terminating the Python script will not stop the job running on the \n",
-       "             cloud.                                                             \n",
-       "
\n"
-      ],
-      "text/plain": [
-       "\u001b[2;36m            \u001b[0m\u001b[2;36m \u001b[0mTo cancel the simulation, use \u001b[32m'web.abort\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m or              \n",
-       "\u001b[2;36m             \u001b[0m\u001b[32m'web.delete\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m or abort/delete the task in the web UI.      \n",
-       "\u001b[2;36m             \u001b[0mTerminating the Python script will not stop the job running on the \n",
-       "\u001b[2;36m             \u001b[0mcloud.                                                             \n"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "application/vnd.jupyter.widget-view+json": {
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-      "text/plain": [
-       "Output()"
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-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/html": [
-       "
15:23:46 PST early shutoff detected at 84%, exiting.                            \n",
-       "
\n"
-      ],
-      "text/plain": [
-       "\u001b[2;36m15:23:46 PST\u001b[0m\u001b[2;36m \u001b[0mearly shutoff detected at \u001b[1;36m84\u001b[0m%, exiting.                            \n"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/html": [
-       "
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-      ],
-      "text/plain": []
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/html": [
-       "
\n",
+       "
11:37:17 EDT status = success                                                   \n",
        "
\n"
       ],
       "text/plain": [
-       "\n"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/html": [
-       "
             status = postprocess                                               \n",
-       "
\n"
-      ],
-      "text/plain": [
-       "\u001b[2;36m            \u001b[0m\u001b[2;36m \u001b[0mstatus = postprocess                                               \n"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "application/vnd.jupyter.widget-view+json": {
-       "model_id": "",
-       "version_major": 2,
-       "version_minor": 0
-      },
-      "text/plain": [
-       "Output()"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/html": [
-       "
15:23:50 PST status = success                                                   \n",
-       "
\n"
-      ],
-      "text/plain": [
-       "\u001b[2;36m15:23:50 PST\u001b[0m\u001b[2;36m \u001b[0mstatus = success                                                   \n"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/html": [
-       "
\n"
-      ],
-      "text/plain": []
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/html": [
-       "
             View simulation result at 'https://tidy3d.simulation.cloud/workbenc\n",
-       "             h?taskId=fdve-bf9fc832-69ae-48e4-9f64-c631965af55a'.               \n",
-       "
\n"
-      ],
-      "text/plain": [
-       "\u001b[2;36m            \u001b[0m\u001b[2;36m \u001b[0mView simulation result at \u001b]8;id=694879;https://tidy3d.simulation.cloud/workbench?taskId=fdve-bf9fc832-69ae-48e4-9f64-c631965af55a\u001b\\\u001b[4;34m'https://tidy3d.simulation.cloud/workbenc\u001b[0m\u001b]8;;\u001b\\\n",
-       "\u001b[2;36m             \u001b[0m\u001b]8;id=694879;https://tidy3d.simulation.cloud/workbench?taskId=fdve-bf9fc832-69ae-48e4-9f64-c631965af55a\u001b\\\u001b[4;34mh?\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=825970;https://tidy3d.simulation.cloud/workbench?taskId=fdve-bf9fc832-69ae-48e4-9f64-c631965af55a\u001b\\\u001b[4;34mtaskId\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=694879;https://tidy3d.simulation.cloud/workbench?taskId=fdve-bf9fc832-69ae-48e4-9f64-c631965af55a\u001b\\\u001b[4;34m=\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=825970;https://tidy3d.simulation.cloud/workbench?taskId=fdve-bf9fc832-69ae-48e4-9f64-c631965af55a\u001b\\\u001b[4;34mfdve\u001b[0m\u001b]8;;\u001b\\\u001b]8;id=694879;https://tidy3d.simulation.cloud/workbench?taskId=fdve-bf9fc832-69ae-48e4-9f64-c631965af55a\u001b\\\u001b[4;34m-bf9fc832-69ae-48e4-9f64-c631965af55a'\u001b[0m\u001b]8;;\u001b\\\u001b[4;34m.\u001b[0m               \n"
+       "\u001b[2;36m11:37:17 EDT\u001b[0m\u001b[2;36m \u001b[0mstatus = success                                                   \n"
       ]
      },
      "metadata": {},
@@ -1139,11 +951,30 @@
     {
      "data": {
       "text/html": [
-       "
12:06:24 PDT Billed flex credit cost: 0.025.                                    \n",
+       "
11:37:21 EDT Billed flex credit cost: 0.025.                                    \n",
+       "
\n"
+      ],
+      "text/plain": [
+       "\u001b[2;36m11:37:21 EDT\u001b[0m\u001b[2;36m \u001b[0mBilled flex credit cost: \u001b[1;36m0.025\u001b[0m.                                    \n"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/html": [
+       "
             Note: the task cost pro-rated due to early shutoff was below the   \n",
+       "             minimum threshold, due to fast shutoff. Decreasing the simulation  \n",
+       "             'run_time' should decrease the estimated, and correspondingly the  \n",
+       "             billed cost of such tasks.                                         \n",
        "
\n"
       ],
       "text/plain": [
-       "\u001b[2;36m12:06:24 PDT\u001b[0m\u001b[2;36m \u001b[0mBilled flex credit cost: \u001b[1;36m0.025\u001b[0m.                                    \n"
+       "\u001b[2;36m            \u001b[0m\u001b[2;36m \u001b[0mNote: the task cost pro-rated due to early shutoff was below the   \n",
+       "\u001b[2;36m             \u001b[0mminimum threshold, due to fast shutoff. Decreasing the simulation  \n",
+       "\u001b[2;36m             \u001b[0m\u001b[32m'run_time'\u001b[0m should decrease the estimated, and correspondingly the  \n",
+       "\u001b[2;36m             \u001b[0mbilled cost of such tasks.                                         \n"
       ]
      },
      "metadata": {},
@@ -1173,7 +1004,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 16,
    "metadata": {
     "execution": {
      "iopub.execute_input": "2023-08-18T23:44:51.242162Z",
@@ -1187,7 +1018,7 @@
     {
      "data": {
       "application/vnd.jupyter.widget-view+json": {
-       "model_id": "533d1f9aad0d4e82a92f41467162ae3a",
+       "model_id": "4c47384fdd54433f95d768b6f793bf30",
        "version_major": 2,
        "version_minor": 0
       },
@@ -1211,11 +1042,11 @@
     {
      "data": {
       "text/html": [
-       "
\n",
+       "
11:37:23 EDT loading simulation from data/sim_data.hdf5                         \n",
        "
\n"
       ],
       "text/plain": [
-       "\n"
+       "\u001b[2;36m11:37:23 EDT\u001b[0m\u001b[2;36m \u001b[0mloading simulation from data/sim_data.hdf5                         \n"
       ]
      },
      "metadata": {},
@@ -1224,11 +1055,15 @@
     {
      "data": {
       "text/html": [
-       "
17:24:55 PST loading simulation from data/sim_data.hdf5                         \n",
+       "
             WARNING: Warning messages were found in the solver log. For more   \n",
+       "             information, check 'SimulationData.log' or use                     \n",
+       "             'web.download_log(task_id)'.                                       \n",
        "
\n"
       ],
       "text/plain": [
-       "\u001b[2;36m17:24:55 PST\u001b[0m\u001b[2;36m \u001b[0mloading simulation from data/sim_data.hdf5                         \n"
+       "\u001b[2;36m            \u001b[0m\u001b[2;36m \u001b[0m\u001b[31mWARNING: Warning messages were found in the solver log. For more   \u001b[0m\n",
+       "\u001b[2;36m             \u001b[0m\u001b[31minformation, check \u001b[0m\u001b[32m'SimulationData.log'\u001b[0m\u001b[31m or use                     \u001b[0m\n",
+       "\u001b[2;36m             \u001b[0m\u001b[32m'web.download_log\u001b[0m\u001b[32m(\u001b[0m\u001b[32mtask_id\u001b[0m\u001b[32m)\u001b[0m\u001b[32m'\u001b[0m\u001b[31m.                                       \u001b[0m\n"
       ]
      },
      "metadata": {},
@@ -1238,18 +1073,41 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Simulation domain Nx, Ny, Nz: [156, 157, 104]\n",
-      "Applied symmetries: (0, 0, 0)\n",
-      "Number of computational grid points: 2.6629e+06.\n",
-      "Using subpixel averaging: True\n",
-      "Number of time steps: 3.4930e+03\n",
-      "Automatic shutoff factor: 1.00e-05\n",
-      "Time step (s): 5.7275e-17\n",
+      "[19:27:06] INFO: Auto meshing using wavelength 1.5027 defined from sources.     \n",
+      "           INFO: Auto meshing using wavelength 1.5027 defined from sources.     \n",
+      "[19:27:07] USER: Simulation domain Nx, Ny, Nz: [156, 156, 104]                  \n",
+      "           USER: Applied symmetries: (0, 0, 0)                                  \n",
+      "           USER: Number of computational grid points: 2.6462e+06.               \n",
+      "           USER: Subpixel averaging method: SubpixelSpec(attrs={},              \n",
+      "           dielectric=PolarizedAveraging(attrs={}, type='PolarizedAveraging'),  \n",
+      "           metal=Staircasing(attrs={}, type='Staircasing'),                     \n",
+      "           pec=PECConformal(attrs={}, type='PECConformal',                      \n",
+      "           timestep_reduction=0.3), lossy_metal=SurfaceImpedance(attrs={},      \n",
+      "           type='SurfaceImpedance', timestep_reduction=0.0),                    \n",
+      "           type='SubpixelSpec')                                                 \n",
+      "           USER: Number of time steps: 3.4930e+03                               \n",
+      "           USER: Automatic shutoff factor: 1.00e-05                             \n",
+      "           USER: Time step (s): 5.7275e-17                                      \n",
+      "           USER:                                                                \n",
+      "                                                                                \n",
+      "[19:27:08] USER: Compute source modes time (s):     1.1151                      \n",
+      "           WARNING: Provided source time dependence appears not to fully decay  \n",
+      "           by the chosen run time, broadband source set up may not be accurate. \n",
+      "           You may need to increase simulation run time.                        \n",
+      "           WARNING: Provided source time dependence appears not to fully decay  \n",
+      "           by the chosen run time, broadband source set up may not be accurate. \n",
+      "           You may need to increase simulation run time.                        \n",
+      "           USER: Rest of setup time (s):            0.3623                      \n",
+      "[19:27:09] USER: Compute monitor modes time (s):    0.0002                      \n",
+      "[19:27:11] USER: Solver time (s):                   1.5800                      \n",
+      "           USER: Time-stepping speed (cells/s):     6.26e+09                    \n",
+      "           USER: Post-processing time (s):          0.4643                      \n",
       "\n",
+      " ====== SOLVER LOG ====== \n",
       "\n",
-      "Compute source modes time (s):     0.4775\n",
-      "Compute monitor modes time (s):    0.0011\n",
-      "Rest of setup time (s):            2.2355\n",
+      "Processing grid and structures...\n",
+      "Building FDTD update coefficients...\n",
+      "Solver setup time (s):             0.3276\n",
       "\n",
       "Running solver for 3493 time steps...\n",
       "- Time step    139 / time 7.96e-15s (  4 % done), field decay: 1.00e+00\n",
@@ -1261,23 +1119,22 @@
       "- Time step    978 / time 5.60e-14s ( 28 % done), field decay: 1.00e+00\n",
       "- Time step   1117 / time 6.40e-14s ( 32 % done), field decay: 1.00e+00\n",
       "- Time step   1257 / time 7.20e-14s ( 36 % done), field decay: 1.00e+00\n",
-      "- Time step   1389 / time 7.96e-14s ( 39 % done), field decay: 1.00e+00\n",
+      "- Time step   1391 / time 7.97e-14s ( 39 % done), field decay: 1.00e+00\n",
       "- Time step   1397 / time 8.00e-14s ( 40 % done), field decay: 1.00e+00\n",
       "- Time step   1536 / time 8.80e-14s ( 44 % done), field decay: 1.00e+00\n",
-      "- Time step   1676 / time 9.60e-14s ( 48 % done), field decay: 8.05e-01\n",
-      "- Time step   1816 / time 1.04e-13s ( 52 % done), field decay: 3.46e-01\n",
-      "- Time step   1956 / time 1.12e-13s ( 56 % done), field decay: 1.51e-01\n",
-      "- Time step   2095 / time 1.20e-13s ( 60 % done), field decay: 5.29e-02\n",
-      "- Time step   2235 / time 1.28e-13s ( 64 % done), field decay: 1.21e-02\n",
-      "- Time step   2375 / time 1.36e-13s ( 68 % done), field decay: 2.31e-03\n",
-      "- Time step   2514 / time 1.44e-13s ( 72 % done), field decay: 4.89e-04\n",
-      "- Time step   2654 / time 1.52e-13s ( 76 % done), field decay: 1.11e-04\n",
-      "- Time step   2794 / time 1.60e-13s ( 80 % done), field decay: 2.39e-05\n",
-      "- Time step   2934 / time 1.68e-13s ( 84 % done), field decay: 4.75e-06\n",
+      "- Time step   1676 / time 9.60e-14s ( 48 % done), field decay: 9.86e-01\n",
+      "- Time step   1816 / time 1.04e-13s ( 52 % done), field decay: 4.61e-01\n",
+      "- Time step   1956 / time 1.12e-13s ( 56 % done), field decay: 1.75e-01\n",
+      "- Time step   2095 / time 1.20e-13s ( 60 % done), field decay: 6.00e-02\n",
+      "- Time step   2235 / time 1.28e-13s ( 64 % done), field decay: 1.44e-02\n",
+      "- Time step   2375 / time 1.36e-13s ( 68 % done), field decay: 2.80e-03\n",
+      "- Time step   2514 / time 1.44e-13s ( 72 % done), field decay: 5.87e-04\n",
+      "- Time step   2654 / time 1.52e-13s ( 76 % done), field decay: 1.35e-04\n",
+      "- Time step   2794 / time 1.60e-13s ( 80 % done), field decay: 2.95e-05\n",
+      "- Time step   2934 / time 1.68e-13s ( 84 % done), field decay: 5.94e-06\n",
       "Field decay smaller than shutoff factor, exiting solver.\n",
-      "\n",
-      "Solver time (s):                   1.8377\n",
-      "Data write time (s):               0.0048\n",
+      "Time-stepping time (s):            1.2416\n",
+      "Data write time (s):               0.0096\n",
       "\n"
      ]
     }
@@ -1313,7 +1170,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": 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",
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",
       "text/plain": [
        "
"
       ]
@@ -1375,27 +1232,76 @@
        " */\n",
        "\n",
        ":root {\n",
-       "  --xr-font-color0: var(--jp-content-font-color0, rgba(0, 0, 0, 1));\n",
-       "  --xr-font-color2: var(--jp-content-font-color2, rgba(0, 0, 0, 0.54));\n",
-       "  --xr-font-color3: var(--jp-content-font-color3, rgba(0, 0, 0, 0.38));\n",
-       "  --xr-border-color: var(--jp-border-color2, #e0e0e0);\n",
-       "  --xr-disabled-color: var(--jp-layout-color3, #bdbdbd);\n",
-       "  --xr-background-color: var(--jp-layout-color0, white);\n",
-       "  --xr-background-color-row-even: var(--jp-layout-color1, white);\n",
-       "  --xr-background-color-row-odd: var(--jp-layout-color2, #eeeeee);\n",
+       "  --xr-font-color0: var(\n",
+       "    --jp-content-font-color0,\n",
+       "    var(--pst-color-text-base rgba(0, 0, 0, 1))\n",
+       "  );\n",
+       "  --xr-font-color2: var(\n",
+       "    --jp-content-font-color2,\n",
+       "    var(--pst-color-text-base, rgba(0, 0, 0, 0.54))\n",
+       "  );\n",
+       "  --xr-font-color3: var(\n",
+       "    --jp-content-font-color3,\n",
+       "    var(--pst-color-text-base, rgba(0, 0, 0, 0.38))\n",
+       "  );\n",
+       "  --xr-border-color: var(\n",
+       "    --jp-border-color2,\n",
+       "    hsl(from var(--pst-color-on-background, white) h s calc(l - 10))\n",
+       "  );\n",
+       "  --xr-disabled-color: var(\n",
+       "    --jp-layout-color3,\n",
+       "    hsl(from var(--pst-color-on-background, white) h s calc(l - 40))\n",
+       "  );\n",
+       "  --xr-background-color: var(\n",
+       "    --jp-layout-color0,\n",
+       "    var(--pst-color-on-background, white)\n",
+       "  );\n",
+       "  --xr-background-color-row-even: var(\n",
+       "    --jp-layout-color1,\n",
+       "    hsl(from var(--pst-color-on-background, white) h s calc(l - 5))\n",
+       "  );\n",
+       "  --xr-background-color-row-odd: var(\n",
+       "    --jp-layout-color2,\n",
+       "    hsl(from var(--pst-color-on-background, white) h s calc(l - 15))\n",
+       "  );\n",
        "}\n",
        "\n",
-       "html[theme=dark],\n",
-       "body[data-theme=dark],\n",
+       "html[theme=\"dark\"],\n",
+       "html[data-theme=\"dark\"],\n",
+       "body[data-theme=\"dark\"],\n",
        "body.vscode-dark {\n",
-       "  --xr-font-color0: rgba(255, 255, 255, 1);\n",
-       "  --xr-font-color2: rgba(255, 255, 255, 0.54);\n",
-       "  --xr-font-color3: rgba(255, 255, 255, 0.38);\n",
-       "  --xr-border-color: #1F1F1F;\n",
-       "  --xr-disabled-color: #515151;\n",
-       "  --xr-background-color: #111111;\n",
-       "  --xr-background-color-row-even: #111111;\n",
-       "  --xr-background-color-row-odd: #313131;\n",
+       "  --xr-font-color0: var(\n",
+       "    --jp-content-font-color0,\n",
+       "    var(--pst-color-text-base, rgba(255, 255, 255, 1))\n",
+       "  );\n",
+       "  --xr-font-color2: var(\n",
+       "    --jp-content-font-color2,\n",
+       "    var(--pst-color-text-base, rgba(255, 255, 255, 0.54))\n",
+       "  );\n",
+       "  --xr-font-color3: var(\n",
+       "    --jp-content-font-color3,\n",
+       "    var(--pst-color-text-base, rgba(255, 255, 255, 0.38))\n",
+       "  );\n",
+       "  --xr-border-color: var(\n",
+       "    --jp-border-color2,\n",
+       "    hsl(from var(--pst-color-on-background, #111111) h s calc(l + 10))\n",
+       "  );\n",
+       "  --xr-disabled-color: var(\n",
+       "    --jp-layout-color3,\n",
+       "    hsl(from var(--pst-color-on-background, #111111) h s calc(l + 40))\n",
+       "  );\n",
+       "  --xr-background-color: var(\n",
+       "    --jp-layout-color0,\n",
+       "    var(--pst-color-on-background, #111111)\n",
+       "  );\n",
+       "  --xr-background-color-row-even: var(\n",
+       "    --jp-layout-color1,\n",
+       "    hsl(from var(--pst-color-on-background, #111111) h s calc(l + 5))\n",
+       "  );\n",
+       "  --xr-background-color-row-odd: var(\n",
+       "    --jp-layout-color2,\n",
+       "    hsl(from var(--pst-color-on-background, #111111) h s calc(l + 15))\n",
+       "  );\n",
        "}\n",
        "\n",
        ".xr-wrap {\n",
@@ -1436,7 +1342,7 @@
        ".xr-sections {\n",
        "  padding-left: 0 !important;\n",
        "  display: grid;\n",
-       "  grid-template-columns: 150px auto auto 1fr 20px 20px;\n",
+       "  grid-template-columns: 150px auto auto 1fr 0 20px 0 20px;\n",
        "}\n",
        "\n",
        ".xr-section-item {\n",
@@ -1444,11 +1350,14 @@
        "}\n",
        "\n",
        ".xr-section-item input {\n",
-       "  display: none;\n",
+       "  display: inline-block;\n",
+       "  opacity: 0;\n",
+       "  height: 0;\n",
        "}\n",
        "\n",
        ".xr-section-item input + label {\n",
        "  color: var(--xr-disabled-color);\n",
+       "  border: 2px solid transparent !important;\n",
        "}\n",
        "\n",
        ".xr-section-item input:enabled + label {\n",
@@ -1456,6 +1365,10 @@
        "  color: var(--xr-font-color2);\n",
        "}\n",
        "\n",
+       ".xr-section-item input:focus + label {\n",
+       "  border: 2px solid var(--xr-font-color0) !important;\n",
+       "}\n",
+       "\n",
        ".xr-section-item input:enabled + label:hover {\n",
        "  color: var(--xr-font-color0);\n",
        "}\n",
@@ -1477,7 +1390,7 @@
        "\n",
        ".xr-section-summary-in + label:before {\n",
        "  display: inline-block;\n",
-       "  content: 'â–º';\n",
+       "  content: \"â–º\";\n",
        "  font-size: 11px;\n",
        "  width: 15px;\n",
        "  text-align: center;\n",
@@ -1488,7 +1401,7 @@
        "}\n",
        "\n",
        ".xr-section-summary-in:checked + label:before {\n",
-       "  content: 'â–¼';\n",
+       "  content: \"â–¼\";\n",
        "}\n",
        "\n",
        ".xr-section-summary-in:checked + label > span {\n",
@@ -1560,15 +1473,15 @@
        "}\n",
        "\n",
        ".xr-dim-list:before {\n",
-       "  content: '(';\n",
+       "  content: \"(\";\n",
        "}\n",
        "\n",
        ".xr-dim-list:after {\n",
-       "  content: ')';\n",
+       "  content: \")\";\n",
        "}\n",
        "\n",
        ".xr-dim-list li:not(:last-child):after {\n",
-       "  content: ',';\n",
+       "  content: \",\";\n",
        "  padding-right: 5px;\n",
        "}\n",
        "\n",
@@ -1585,7 +1498,9 @@
        ".xr-var-item label,\n",
        ".xr-var-item > .xr-var-name span {\n",
        "  background-color: var(--xr-background-color-row-even);\n",
+       "  border-color: var(--xr-background-color-row-odd);\n",
        "  margin-bottom: 0;\n",
+       "  padding-top: 2px;\n",
        "}\n",
        "\n",
        ".xr-var-item > .xr-var-name:hover span {\n",
@@ -1596,6 +1511,7 @@
        ".xr-var-list > li:nth-child(odd) > label,\n",
        ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
        "  background-color: var(--xr-background-color-row-odd);\n",
+       "  border-color: var(--xr-background-color-row-even);\n",
        "}\n",
        "\n",
        ".xr-var-name {\n",
@@ -1645,8 +1561,15 @@
        ".xr-var-data,\n",
        ".xr-index-data {\n",
        "  display: none;\n",
-       "  background-color: var(--xr-background-color) !important;\n",
-       "  padding-bottom: 5px !important;\n",
+       "  border-top: 2px dotted var(--xr-background-color);\n",
+       "  padding-bottom: 20px !important;\n",
+       "  padding-top: 10px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs-in + label,\n",
+       ".xr-var-data-in + label,\n",
+       ".xr-index-data-in + label {\n",
+       "  padding: 0 1px;\n",
        "}\n",
        "\n",
        ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
@@ -1659,6 +1582,12 @@
        "  float: right;\n",
        "}\n",
        "\n",
+       ".xr-var-data > pre,\n",
+       ".xr-index-data > pre,\n",
+       ".xr-var-data > table > tbody > tr {\n",
+       "  background-color: transparent !important;\n",
+       "}\n",
+       "\n",
        ".xr-var-name span,\n",
        ".xr-var-data,\n",
        ".xr-index-name div,\n",
@@ -1718,95 +1647,103 @@
        "  stroke: currentColor;\n",
        "  fill: currentColor;\n",
        "}\n",
-       "
<xarray.ScalarFieldDataArray (x: 157, y: 158, z: 1, f: 1)>\n",
-       "array([[[[ 0.00000000e+00+0.0000000e+00j]],\n",
        "\n",
-       "        [[ 9.95676146e-07+4.0475229e-07j]],\n",
+       ".xr-var-attrs-in:checked + label > .xr-icon-file-text2,\n",
+       ".xr-var-data-in:checked + label > .xr-icon-database,\n",
+       ".xr-index-data-in:checked + label > .xr-icon-database {\n",
+       "  color: var(--xr-font-color0);\n",
+       "  filter: drop-shadow(1px 1px 5px var(--xr-font-color2));\n",
+       "  stroke-width: 0.8px;\n",
+       "}\n",
+       "
<xarray.ScalarFieldDataArray (x: 157, y: 157, z: 1, f: 1)> Size: 197kB\n",
+       "array([[[[ 0.00000000e+00-0.0000000e+00j]],\n",
+       "\n",
+       "        [[ 8.52733649e-07+3.0235344e-07j]],\n",
        "\n",
-       "        [[ 6.85613168e-06+2.1606543e-06j]],\n",
+       "        [[ 6.36579171e-06+2.0622956e-06j]],\n",
        "\n",
        "        ...,\n",
        "\n",
-       "        [[ 9.21844332e-07+1.4098153e-07j]],\n",
+       "        [[ 1.02990305e-06+8.2605339e-08j]],\n",
        "\n",
-       "        [[ 6.94892037e-08+7.4889490e-09j]],\n",
+       "        [[ 5.71081493e-08-1.2097621e-09j]],\n",
        "\n",
-       "        [[ 0.00000000e+00+0.0000000e+00j]]],\n",
+       "        [[ 0.00000000e+00-0.0000000e+00j]]],\n",
        "\n",
        "\n",
-       "       [[[ 0.00000000e+00+0.0000000e+00j]],\n",
+       "       [[[ 0.00000000e+00-0.0000000e+00j]],\n",
        "\n",
-       "        [[ 4.36889559e-06+1.5265606e-06j]],\n",
+       "        [[ 3.86287775e-06+1.3108569e-06j]],\n",
        "\n",
-       "        [[ 3.08577437e-05+1.3333779e-05j]],\n",
+       "        [[ 2.84374873e-05+1.2483387e-05j]],\n",
        "...\n",
-       "        [[-4.72412438e-07-3.9206373e-08j]],\n",
        "\n",
-       "        [[-2.63805742e-08-5.9617911e-09j]],\n",
+       "        [[-2.09569038e-08-8.6082972e-09j]],\n",
        "\n",
-       "        [[ 0.00000000e+00+0.0000000e+00j]]],\n",
+       "        [[ 0.00000000e+00-0.0000000e+00j]]],\n",
        "\n",
        "\n",
-       "       [[[ 0.00000000e+00+0.0000000e+00j]],\n",
+       "       [[[ 0.00000000e+00-0.0000000e+00j]],\n",
        "\n",
-       "        [[-1.09413044e-07+7.5178157e-09j]],\n",
+       "        [[-1.03231415e-07-3.7374200e-08j]],\n",
        "\n",
-       "        [[-4.62539788e-07+5.2695871e-08j]],\n",
+       "        [[-4.23095287e-07-6.1239334e-08j]],\n",
        "\n",
        "        ...,\n",
        "\n",
-       "        [[-2.65202527e-08-1.2353234e-08j]],\n",
+       "        [[ 6.64227207e-09+1.4530491e-08j]],\n",
        "\n",
-       "        [[-2.18450538e-08-3.1581589e-08j]],\n",
+       "        [[ 2.11201581e-08-4.0353676e-08j]],\n",
        "\n",
-       "        [[ 0.00000000e+00+0.0000000e+00j]]]], dtype=complex64)\n",
+       "        [[ 0.00000000e+00-0.0000000e+00j]]]],\n",
+       "      shape=(157, 157, 1, 1), dtype=complex64)\n",
        "Coordinates:\n",
-       "  * x        (x) float64 -2.364 -2.333 -2.303 -2.273 ... 2.273 2.303 2.333 2.364\n",
-       "  * y        (y) float64 -2.36 -2.33 -2.3 -2.27 ... 2.266 2.295 2.325 2.354\n",
-       "  * z        (z) float64 -1.0\n",
-       "  * f        (f) float64 2e+14\n",
+       "  * x        (x) float64 1kB -2.364 -2.333 -2.303 -2.273 ... 2.303 2.333 2.364\n",
+       "  * y        (y) float64 1kB -2.367 -2.337 -2.306 -2.276 ... 2.295 2.325 2.354\n",
+       "  * z        (z) float64 8B -1.0\n",
+       "  * f        (f) float64 8B 2e+14\n",
        "Attributes:\n",
-       "    long_name:  field value
  • y
    (y)
    float64
    -2.367 -2.337 ... 2.325 2.354
    units :
    um
    long_name :
    y position
    array([-2.367347, -2.336735, -2.306122, -2.27551 , -2.244898, -2.214286,\n",
+       "       -2.183673, -2.153061, -2.122449, -2.091837, -2.061224, -2.030612,\n",
+       "       -2.      , -1.969388, -1.938776, -1.908163, -1.877551, -1.846939,\n",
+       "       -1.816327, -1.785714, -1.755102, -1.72449 , -1.693878, -1.663265,\n",
+       "       -1.632653, -1.602041, -1.571429, -1.540816, -1.510204, -1.479592,\n",
+       "       -1.44898 , -1.418367, -1.387755, -1.357143, -1.326531, -1.295918,\n",
+       "       -1.265306, -1.234694, -1.204082, -1.173469, -1.142857, -1.112245,\n",
+       "       -1.081633, -1.05102 , -1.020408, -0.989796, -0.959184, -0.928571,\n",
+       "       -0.897959, -0.867347, -0.836735, -0.806122, -0.77551 , -0.744898,\n",
+       "       -0.714286, -0.683673, -0.653061, -0.622449, -0.591837, -0.561224,\n",
+       "       -0.530612, -0.5     , -0.469613, -0.439226, -0.408839, -0.378453,\n",
+       "       -0.348066, -0.317679, -0.287292, -0.256905, -0.226518, -0.196131,\n",
+       "       -0.165745, -0.135358, -0.104971, -0.074584, -0.044197, -0.01381 ,\n",
+       "        0.016577,  0.046963,  0.07735 ,  0.107737,  0.138124,  0.168511,\n",
+       "        0.198898,  0.229285,  0.259671,  0.290058,  0.320445,  0.350832,\n",
+       "        0.381219,  0.411606,  0.441993,  0.472379,  0.502766,  0.533153,\n",
+       "        0.56354 ,  0.593927,  0.624314,  0.654701,  0.685087,  0.715474,\n",
+       "        0.745861,  0.776248,  0.806635,  0.837022,  0.867409,  0.897795,\n",
+       "        0.928182,  0.958569,  0.988956,  1.019343,  1.04973 ,  1.080117,\n",
+       "        1.110503,  1.14089 ,  1.171277,  1.201664,  1.232051,  1.261587,\n",
+       "        1.291124,  1.32066 ,  1.350197,  1.379733,  1.40927 ,  1.438806,\n",
+       "        1.468343,  1.497879,  1.527416,  1.556952,  1.586489,  1.616025,\n",
+       "        1.645562,  1.675098,  1.704635,  1.734171,  1.763708,  1.793244,\n",
+       "        1.822781,  1.852317,  1.881854,  1.91139 ,  1.940927,  1.970463,\n",
+       "        2.      ,  2.029537,  2.059073,  2.08861 ,  2.118146,  2.147683,\n",
+       "        2.177219,  2.206756,  2.236292,  2.265829,  2.295365,  2.324902,\n",
+       "        2.354438])
  • z
    (z)
    float64
    -1.0
    units :
    um
    long_name :
    z position
    array([-1.])
  • f
    (f)
    float64
    2e+14
    units :
    Hz
    long_name :
    frequency
    array([2.e+14])
    • x
      PandasIndex
      PandasIndex(Index([-2.3636363636363633,  -2.333333333333333, -2.3030303030303028,\n",
+       "       -2.2727272727272725,  -2.242424242424242,  -2.212121212121212,\n",
+       "       -2.1818181818181817, -2.1515151515151514,  -2.121212121212121,\n",
+       "        -2.090909090909091,\n",
+       "       ...\n",
+       "           2.0909090909091,  2.1212121212121335,   2.151515151515167,\n",
+       "        2.1818181818182003,  2.2121212121212337,   2.242424242424267,\n",
+       "        2.2727272727273005,   2.303030303030334,  2.3333333333333672,\n",
+       "        2.3636363636364006],\n",
+       "      dtype='float64', name='x', length=157))
    • y
      PandasIndex
      PandasIndex(Index([-2.3673469387755093,   -2.33673469387755,  -2.306122448979591,\n",
+       "        -2.275510204081632,  -2.244897959183673, -2.2142857142857135,\n",
+       "       -2.1836734693877546, -2.1530612244897958, -2.1224489795918364,\n",
+       "        -2.091836734693877,\n",
+       "       ...\n",
+       "         2.088609522203608,  2.1181460296048105,   2.147682537006013,\n",
+       "        2.1772190444072157,  2.2067555518084183,   2.236292059209621,\n",
+       "        2.2658285666108235,   2.295365074012026,   2.324901581413229,\n",
+       "        2.3544380888144314],\n",
+       "      dtype='float64', name='y', length=157))
    • z
      PandasIndex
      PandasIndex(Index([-1.0], dtype='float64', name='z'))
    • f
      PandasIndex
      PandasIndex(Index([200000000000000.0], dtype='float64', name='f'))
  • long_name :
    field value
    • "
       ],
       "text/plain": [
-       "\n",
-       "array([[[[ 0.00000000e+00+0.0000000e+00j]],\n",
+       " Size: 197kB\n",
+       "array([[[[ 0.00000000e+00-0.0000000e+00j]],\n",
        "\n",
-       "        [[ 9.95676146e-07+4.0475229e-07j]],\n",
+       "        [[ 8.52733649e-07+3.0235344e-07j]],\n",
        "\n",
-       "        [[ 6.85613168e-06+2.1606543e-06j]],\n",
+       "        [[ 6.36579171e-06+2.0622956e-06j]],\n",
        "\n",
        "        ...,\n",
        "\n",
-       "        [[ 9.21844332e-07+1.4098153e-07j]],\n",
+       "        [[ 1.02990305e-06+8.2605339e-08j]],\n",
        "\n",
-       "        [[ 6.94892037e-08+7.4889490e-09j]],\n",
+       "        [[ 5.71081493e-08-1.2097621e-09j]],\n",
        "\n",
-       "        [[ 0.00000000e+00+0.0000000e+00j]]],\n",
+       "        [[ 0.00000000e+00-0.0000000e+00j]]],\n",
        "\n",
        "\n",
-       "       [[[ 0.00000000e+00+0.0000000e+00j]],\n",
+       "       [[[ 0.00000000e+00-0.0000000e+00j]],\n",
        "\n",
-       "        [[ 4.36889559e-06+1.5265606e-06j]],\n",
+       "        [[ 3.86287775e-06+1.3108569e-06j]],\n",
        "\n",
-       "        [[ 3.08577437e-05+1.3333779e-05j]],\n",
+       "        [[ 2.84374873e-05+1.2483387e-05j]],\n",
        "...\n",
-       "        [[-4.72412438e-07-3.9206373e-08j]],\n",
        "\n",
-       "        [[-2.63805742e-08-5.9617911e-09j]],\n",
+       "        [[-2.09569038e-08-8.6082972e-09j]],\n",
        "\n",
-       "        [[ 0.00000000e+00+0.0000000e+00j]]],\n",
+       "        [[ 0.00000000e+00-0.0000000e+00j]]],\n",
        "\n",
        "\n",
-       "       [[[ 0.00000000e+00+0.0000000e+00j]],\n",
+       "       [[[ 0.00000000e+00-0.0000000e+00j]],\n",
        "\n",
-       "        [[-1.09413044e-07+7.5178157e-09j]],\n",
+       "        [[-1.03231415e-07-3.7374200e-08j]],\n",
        "\n",
-       "        [[-4.62539788e-07+5.2695871e-08j]],\n",
+       "        [[-4.23095287e-07-6.1239334e-08j]],\n",
        "\n",
        "        ...,\n",
        "\n",
-       "        [[-2.65202527e-08-1.2353234e-08j]],\n",
+       "        [[ 6.64227207e-09+1.4530491e-08j]],\n",
        "\n",
-       "        [[-2.18450538e-08-3.1581589e-08j]],\n",
+       "        [[ 2.11201581e-08-4.0353676e-08j]],\n",
        "\n",
-       "        [[ 0.00000000e+00+0.0000000e+00j]]]], dtype=complex64)\n",
+       "        [[ 0.00000000e+00-0.0000000e+00j]]]],\n",
+       "      shape=(157, 157, 1, 1), dtype=complex64)\n",
        "Coordinates:\n",
-       "  * x        (x) float64 -2.364 -2.333 -2.303 -2.273 ... 2.273 2.303 2.333 2.364\n",
-       "  * y        (y) float64 -2.36 -2.33 -2.3 -2.27 ... 2.266 2.295 2.325 2.354\n",
-       "  * z        (z) float64 -1.0\n",
-       "  * f        (f) float64 2e+14\n",
+       "  * x        (x) float64 1kB -2.364 -2.333 -2.303 -2.273 ... 2.303 2.333 2.364\n",
+       "  * y        (y) float64 1kB -2.367 -2.337 -2.306 -2.276 ... 2.295 2.325 2.354\n",
+       "  * z        (z) float64 8B -1.0\n",
+       "  * f        (f) float64 8B 2e+14\n",
        "Attributes:\n",
        "    long_name:  field value"
       ]
      },
-     "execution_count": 1,
+     "execution_count": 18,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -1968,7 +1905,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": 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",
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",
       "text/plain": [
        "
    "
       ]
@@ -2003,7 +1940,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": 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",
       "text/plain": [
        "
    "
       ]
@@ -2078,7 +2015,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": 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",
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",
       "text/plain": [
        "
    "
       ]
@@ -2117,7 +2054,7 @@
   "description": "This notebook illustrates the basic setup, run, and analysis of a Tidy3D simulation",
   "feature_image": "",
   "kernelspec": {
-   "display_name": "Python 3 (ipykernel)",
+   "display_name": "test_examp_env",
    "language": "python",
    "name": "python3"
   },
@@ -2132,7 +2069,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.11.0"
+   "version": "3.11.13"
   },
   "title": "First Walkthrough in Tidy3D | Flexcompute",
   "widgets": {
diff --git a/StartHere.ipynb b/StartHere.ipynb
index fbd19c90..82eb2c66 100644
--- a/StartHere.ipynb
+++ b/StartHere.ipynb
@@ -18,7 +18,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": 12,
    "id": "19787f48-98be-4f65-8fd1-7f46c398ca86",
    "metadata": {
     "is_executing": true,
@@ -35,9 +35,17 @@
     "# web.configure(\"YOUR API KEY GOES HERE\")"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "id": "db0ca3f0",
+   "metadata": {},
+   "source": [
+    "First, we use the convenience class [FreqRange](https://docs.flexcompute.com/projects/tidy3d/en/latest/api/_autosummary/tidy3d.FreqRange.html) to define the basic frequency-related parameters of the simulation."
+   ]
+  },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 13,
    "id": "8a6c56eb-149c-4691-bd4a-7b48e8127933",
    "metadata": {
     "tags": []
@@ -45,7 +53,10 @@
    "outputs": [],
    "source": [
     "lda0 = 0.75  # wavelength of interest (length scales are micrometers in Tidy3D)\n",
-    "freq0 = td.C_0 / lda0  # frequency of interest"
+    "freq0 = td.C_0 / lda0  # frequency of interest\n",
+    "fwidth = freq0 / 10.0  # desired freq. bandwidth\n",
+    "\n",
+    "freq_range = td.FreqRange(freq0=freq0, fwidth=fwidth)  # set frequency range"
    ]
   },
   {
@@ -63,7 +74,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 14,
    "id": "269efda8-682f-4358-a052-58191856efc0",
    "metadata": {
     "tags": []
@@ -90,7 +101,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 15,
    "id": "d1b33707-0a3a-4d21-89e3-730883b80753",
    "metadata": {
     "tags": []
@@ -100,7 +111,7 @@
     "# create source\n",
     "source = td.PointDipole(\n",
     "    center=(-1.5, 0, 0),  # position of the dipole\n",
-    "    source_time=td.GaussianPulse(freq0=freq0, fwidth=freq0 / 10.0),  # time profile of the source\n",
+    "    source_time=freq_range.to_gaussian_pulse(),  # time profile of the source\n",
     "    polarization=\"Ey\",  # polarization of the dipole\n",
     ")"
    ]
@@ -120,7 +131,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 16,
    "id": "dfbc36f5-2073-4b17-945e-500fd2c0d6c4",
    "metadata": {
     "tags": []
@@ -131,7 +142,7 @@
     "monitor = td.FieldMonitor(\n",
     "    center=(0, 0, 0),  # center of the monitor\n",
     "    size=(td.inf, td.inf, 0),  # size of the monitor\n",
-    "    freqs=[freq0],  # frequency points to record the fields at\n",
+    "    freqs=freq_range.freqs(num_points=1),  # frequency points to record the fields at\n",
     "    name=\"fields\",\n",
     ")"
    ]
@@ -151,7 +162,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 17,
    "id": "8c735e33-7021-4193-9ab6-9860ae0d8a97",
    "metadata": {
     "tags": []
@@ -172,7 +183,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 18,
    "id": "9fd94b52-2751-4e74-a107-8d94c7274c9d",
    "metadata": {
     "tags": []
@@ -182,7 +193,7 @@
      "data": {
       "text/html": [
        "\n",
-       "    
    \n",
+       "    
    \n",
        "