From 7382bff59e60ab129aa69f5a710ad938bf27d79a Mon Sep 17 00:00:00 2001 From: Jialei Ding <j.d.ding@tudelft.nl> Date: Wed, 16 Oct 2024 17:19:15 +0200 Subject: [PATCH 1/3] quick look through nb --- content/GA_1_6/Analysis_solution.ipynb | 153 +------------------------ 1 file changed, 4 insertions(+), 149 deletions(-) diff --git a/content/GA_1_6/Analysis_solution.ipynb b/content/GA_1_6/Analysis_solution.ipynb index 35083979..3ffb1478 100644 --- a/content/GA_1_6/Analysis_solution.ipynb +++ b/content/GA_1_6/Analysis_solution.ipynb @@ -101,14 +101,6 @@ "</div>" ] }, - { - "cell_type": "markdown", - "id": "4d30d3b8", - "metadata": {}, - "source": [ - "Write your answer here." - ] - }, { "cell_type": "markdown", "id": "c221dccd", @@ -228,14 +220,6 @@ "</div>" ] }, - { - "cell_type": "markdown", - "id": "728a8de9", - "metadata": {}, - "source": [ - "Write your answer here." - ] - }, { "cell_type": "markdown", "id": "e4723ca1", @@ -267,14 +251,6 @@ "</div>" ] }, - { - "cell_type": "markdown", - "id": "99d7f4c8", - "metadata": {}, - "source": [ - "Write your answer here." - ] - }, { "cell_type": "markdown", "id": "fcb52681", @@ -297,14 +273,6 @@ "</div>" ] }, - { - "cell_type": "markdown", - "id": "6ef1b02a", - "metadata": {}, - "source": [ - "Write your answer here." - ] - }, { "cell_type": "markdown", "id": "8b10ee75", @@ -345,14 +313,6 @@ "</div>" ] }, - { - "cell_type": "markdown", - "id": "bcaed558", - "metadata": {}, - "source": [ - "Write your answer here." - ] - }, { "cell_type": "markdown", "id": "3a0f172f", @@ -398,14 +358,6 @@ "</div>" ] }, - { - "cell_type": "markdown", - "id": "e40042c0", - "metadata": {}, - "source": [ - "Write your answer here." - ] - }, { "cell_type": "markdown", "id": "726c43cb", @@ -450,7 +402,6 @@ "# def g_der(y_iplus1):\n", "# return YOUR_CODE_HERE\n", "\n", - "\n", "# # Define parameters:\n", "# dt = .25\n", "# t_end = 10\n", @@ -618,14 +569,6 @@ "</div>" ] }, - { - "cell_type": "markdown", - "id": "1b363563", - "metadata": {}, - "source": [ - "Write your answer here." - ] - }, { "cell_type": "markdown", "id": "4ae351ba", @@ -661,14 +604,6 @@ "</div>" ] }, - { - "cell_type": "markdown", - "id": "1d59533c", - "metadata": {}, - "source": [ - "Write your answer here." - ] - }, { "cell_type": "markdown", "id": "71a1284a", @@ -703,14 +638,6 @@ "</div>" ] }, - { - "cell_type": "markdown", - "id": "d0d45222", - "metadata": {}, - "source": [ - "Write your answer here." - ] - }, { "cell_type": "markdown", "id": "9b5053e5", @@ -747,30 +674,6 @@ "</div>" ] }, - { - "cell_type": "markdown", - "id": "c46ee55f", - "metadata": {}, - "source": [ - "Write your answer here." - ] - }, - { - "cell_type": "markdown", - "id": "d6b4b1c9", - "metadata": {}, - "source": [ - "\n", - "<div style=\"background-color:#facb8E; color: black; width:95%; vertical-align: middle; padding:15px; margin: 10px; border-radius: 10px\">\n", - "<p>\n", - "<b>NOTE</b>\n", - "\n", - "If you have doubts of your solution, <b>stop</b> and ask a staff member! It is important to be on the right track!!\n", - "\n", - "</p>\n", - "</div>" - ] - }, { "cell_type": "markdown", "id": "2ad1f7c0-14d4-4363-8ed9-681e1e271741", @@ -882,14 +785,6 @@ "</div>" ] }, - { - "cell_type": "markdown", - "id": "7e0147f1", - "metadata": {}, - "source": [ - "Your answer here." - ] - }, { "cell_type": "markdown", "id": "641bb333", @@ -992,7 +887,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "d6fed405cb8e4c3498b18edf31d9f909", + "model_id": "8f8a276179d64254a43076bff5a4ec82", "version_major": 2, "version_minor": 0 }, @@ -1024,14 +919,6 @@ "</div>" ] }, - { - "cell_type": "markdown", - "id": "8db518cd", - "metadata": {}, - "source": [ - "Your answer here." - ] - }, { "cell_type": "markdown", "id": "fb6cc514-2b49-43df-bd26-35ade685e4db", @@ -1079,7 +966,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "4005c87aae644137bcd44d620a78acb0", + "model_id": "31493b73cfc6485e92196fb3aa3073b3", "version_major": 2, "version_minor": 0 }, @@ -1158,14 +1045,6 @@ "</div>" ] }, - { - "cell_type": "markdown", - "id": "6df8a151", - "metadata": {}, - "source": [ - "Your answer here." - ] - }, { "cell_type": "markdown", "id": "1c67a2bf", @@ -1197,14 +1076,6 @@ "</div>" ] }, - { - "cell_type": "markdown", - "id": "4a25a0d0", - "metadata": {}, - "source": [ - "Your answer here." - ] - }, { "cell_type": "markdown", "id": "53ca7cc9", @@ -1238,14 +1109,6 @@ "</div>" ] }, - { - "cell_type": "markdown", - "id": "73b82177", - "metadata": {}, - "source": [ - "Your answer here." - ] - }, { "cell_type": "markdown", "id": "7d201180", @@ -1279,14 +1142,6 @@ "</div>" ] }, - { - "cell_type": "markdown", - "id": "8c1db830", - "metadata": {}, - "source": [ - "Your answer here." - ] - }, { "cell_type": "markdown", "id": "ec130a96", @@ -1353,7 +1208,7 @@ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "fdff3aebd20b4d4ba1d4f282e0cc9eaa", + "model_id": "574f74a035ce4e45a248cafbcdcbf5f8", "version_major": 2, "version_minor": 0 }, @@ -1453,7 +1308,7 @@ ], "metadata": { "kernelspec": { - "display_name": "TAMude", + "display_name": "mude-base", "language": "python", "name": "python3" }, -- GitLab From 1cffb48cd1742ef62facec51771568e9967bf1c6 Mon Sep 17 00:00:00 2001 From: Jialei Ding <j.d.ding@tudelft.nl> Date: Wed, 16 Oct 2024 19:45:37 +0200 Subject: [PATCH 2/3] draft1 --- content/GA_1_6/Analysis_solution.ipynb | 104 ++++++++++++++--------- content/GA_1_6/Report_solution.md | 110 +++++++++++++++++++++---- content/GA_1_6/figures/dt_25.png | Bin 0 -> 33531 bytes content/GA_1_6/figures/dt_35.png | Bin 0 -> 35029 bytes content/GA_1_6/figures/dt_4.png | Bin 0 -> 30241 bytes content/GA_1_6/figures/stencils.png | Bin 0 -> 13262 bytes content/GA_1_6/figures/step10000.png | Bin 0 -> 21817 bytes content/GA_1_6/figures/step1500.png | Bin 0 -> 23618 bytes 8 files changed, 155 insertions(+), 59 deletions(-) create mode 100644 content/GA_1_6/figures/dt_25.png create mode 100644 content/GA_1_6/figures/dt_35.png create mode 100644 content/GA_1_6/figures/dt_4.png create mode 100644 content/GA_1_6/figures/stencils.png create mode 100644 content/GA_1_6/figures/step10000.png create mode 100644 content/GA_1_6/figures/step1500.png diff --git a/content/GA_1_6/Analysis_solution.ipynb b/content/GA_1_6/Analysis_solution.ipynb index 3ffb1478..ba4def20 100644 --- a/content/GA_1_6/Analysis_solution.ipynb +++ b/content/GA_1_6/Analysis_solution.ipynb @@ -35,7 +35,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 46, "id": "453992c1", "metadata": {}, "outputs": [], @@ -139,7 +139,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 47, "id": "25bcec4e", "metadata": {}, "outputs": [ @@ -245,7 +245,7 @@ "<p>\n", "<b>Solution</b>\n", "\n", - "It takes 11 iterations, 7 more than in the previous case despite the guess being closer to the solution. This is becaTe at that location the derivative is close to 0 and if first goes far away from the solution.\n", + "It takes 11 iterations, 7 more than in the previous case despite the guess being closer to the solution. This is because at that location the derivative is close to 0 and if first goes far away from the solution.\n", "\n", "</p>\n", "</div>" @@ -380,7 +380,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 48, "id": "57c0662a", "metadata": {}, "outputs": [ @@ -691,7 +691,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 49, "id": "efd223ed-a7db-4680-8c81-649ea88b5275", "metadata": {}, "outputs": [], @@ -751,7 +751,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 50, "id": "673b1ff5-06e2-44c8-b6a4-031a00b0f190", "metadata": {}, "outputs": [], @@ -803,7 +803,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 51, "id": "787c37f6", "metadata": {}, "outputs": [], @@ -841,10 +841,25 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 52, "id": "56f6fdea", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "application/vnd.jupyter.widget-view+json": { + "model_id": "d54963b0ee834fa7b16a7b83cc30385d", + "version_major": 2, + "version_minor": 0 + }, + "text/plain": [ + "interactive(children=(Play(value=0, description='time_step', max=199, step=3), Output()), _dom_classes=('widge…" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "def plot_T(T):\n", " '''\n", @@ -859,7 +874,9 @@ " plt.ylim(5, 40)\n", " plt.show()\n", "\n", - " interact(plot_temperature, time_step=widgets.Play(min=0, max=len(T)-1, step=3, value=0))" + " interact(plot_temperature, time_step=widgets.Play(min=0, max=len(T)-1, step=3, value=0))\n", + "\n", + "plot_T(T)\n" ] }, { @@ -872,37 +889,12 @@ "<p>\n", "<b>NOTE</b>\n", "\n", - "The widget may create multiple views of the same graph on some computers. We are still working on finding out why.\n", + "The widget will not work in html form. Here is a gif of the widget in action:\n", "\n", "</p>\n", "</div>" ] }, - { - "cell_type": "code", - "execution_count": 8, - "id": "85dcc8da", - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.jupyter.widget-view+json": { - "model_id": "8f8a276179d64254a43076bff5a4ec82", - "version_major": 2, - "version_minor": 0 - }, - "text/plain": [ - "interactive(children=(Play(value=0, description='time_step', max=199, step=3), Output()), _dom_classes=('widge…" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plot_T(T)" - ] - }, { "cell_type": "markdown", "id": "17e7be50-79a7-4699-b0d8-908a58ce36d7", @@ -959,14 +951,14 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 53, "id": "05534522", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "31493b73cfc6485e92196fb3aa3073b3", + "model_id": "dc4f237f28354f4698a3b03e8f6d4212", "version_major": 2, "version_minor": 0 }, @@ -1014,6 +1006,21 @@ "plot_T(T)" ] }, + { + "cell_type": "markdown", + "id": "d95ea1e6", + "metadata": {}, + "source": [ + "<div style=\"background-color:#facb8E; color: black; width:95%; vertical-align: middle; padding:15px; margin: 10px; border-radius: 10px\">\n", + "<p>\n", + "<b>NOTE</b>\n", + "\n", + "The widget will not work in html form. Here is a gif of the widget in action:\n", + "\n", + "</p>\n", + "</div>" + ] + }, { "cell_type": "markdown", "id": "852b05c5", @@ -1054,7 +1061,7 @@ "<p>\n", "<b>Solution</b> \n", "\n", - "Drawing of the stencils\n", + "\n", " \n", "</p>\n", "</div>" @@ -1201,14 +1208,14 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 54, "id": "4edddcaf", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "574f74a035ce4e45a248cafbcdcbf5f8", + "model_id": "909d0dc7b58a4380b03263190d28e8df", "version_major": 2, "version_minor": 0 }, @@ -1259,6 +1266,21 @@ "plot_T(T)" ] }, + { + "cell_type": "markdown", + "id": "9d9f62a2", + "metadata": {}, + "source": [ + "<div style=\"background-color:#facb8E; color: black; width:95%; vertical-align: middle; padding:15px; margin: 10px; border-radius: 10px\">\n", + "<p>\n", + "<b>NOTE</b>\n", + "\n", + "The widget will not work in html form. Here is a gif of the widget in action:\n", + "\n", + "</p>\n", + "</div>" + ] + }, { "cell_type": "markdown", "id": "26e0eb6e", diff --git a/content/GA_1_6/Report_solution.md b/content/GA_1_6/Report_solution.md index 2c04624e..7ce55a80 100644 --- a/content/GA_1_6/Report_solution.md +++ b/content/GA_1_6/Report_solution.md @@ -12,15 +12,21 @@ How close is your approximation to the exact solution $x=3$ when your initial gu _Write your answer here._ -See notebook. +The approximation was extremely close: 3.0000000149658455 + +It takes more iterations because at that location the derivative is close to 0 and it first goes far away from the solution. + +Same solution as notebook task 1.3. **Question 2** -Include a figure of your solution for dt=0.25 s (task 2.3). +Include a figure of your solution for $dt=0.25$ s (task 2.3). _Your figure here._ -See notebook. + + + **Question 3** @@ -30,9 +36,17 @@ _Note that an unstable condition is one that increases/decreases unbounded; an i _Sate the stability limit here._ -The limit was between 0.3 and 0.4. +The stability limit seemed to be between 0.35s and 0.4s when looking at the beginning of the plot. + +However, the error remains bounded. So, under the strict definition of stability given above, there does not seem to be a limit if we extend the plot to include larger values of time in the x axis. The fact that the function is nonlinear, dependent on harmonic functions, makes it quite complicated to confidently state a limit. + +Note also that the implicit scheme also has issues when the time step becomes too big. This is due to the Newton-Raphson scheme not converging; it is not a stability issue. In this case, the solution does not converge starting with dt=0.35s. The solution is unconditionally stable, but it is stopped at the very beginning. + +Here are some images where $dt = 0.35$ and $dt = 0.4$ for the explicit scheme: + + -Note also that the _implicit_ scheme also has issues when the time step becomes too big, however, this is due to the Newton-Raphson scheme not converging; it is not a stability issue. The solution is stable, but it is also _terrible._ + ## Part 2: Diffusion equation in 1D @@ -42,13 +56,69 @@ Add an image of the stencils and the algebraic expression of the differential eq _Insert image here._ +Stencils: + + + +Equation for central difference in space: + +$$ +\frac{\partial T}{\partial t}\bigg|_i = \nu \frac{T_{i+1}-2T_i+T_{i-1}}{\Delta x^2} +$$ + +Equation for backward difference in time: + +$$ +T^{j+1}_{i} = T^j_i + \frac{\nu \Delta t}{\Delta x^2} \left(T^{j+1}_{i+1}-2T^{j+1}_i+T^{j+1}_{i-1}\right) +$$ + + **Question 5** Add an image (or Latex equation) of your matrices $AT=b$ for both solution methods. Describe the differences in a few short sentences. _Your answer here._ -See notebook. +CDS-FDT: + +$$ + +placeholder + +$$ + + +CDS-BDT: + +$$ +AT = b\\ + +T = \begin{bmatrix} +T_1^{j+1} \\ +T_2^{j+1} \\ +\vdots \\ +T_{N-1}^{j+1} +\end{bmatrix}\\ +\newline +A = \begin{bmatrix} +1+2\frac{\nu \Delta t}{\Delta x^2} & -\frac{\nu \Delta t}{\Delta x^2} & 0 & \cdots & 0 \\ +-\frac{\nu \Delta t}{\Delta x^2} & 1+2\frac{\nu \Delta t}{\Delta x^2} & -\frac{\nu \Delta t}{\Delta x^2} & \cdots & 0 \\ +0 & -\frac{\nu \Delta t}{\Delta x^2} & 1+2\frac{\nu \Delta t}{\Delta x^2} & \cdots & 0 \\ +\vdots & \vdots & \vdots & \ddots & \vdots \\ +0 & 0 & 0 & \cdots & 1+2\frac{\nu \Delta t}{\Delta x^2} +\end{bmatrix}\\ +\newline +b = \begin{bmatrix} +T_1^j + \frac{\nu \Delta t}{\Delta x^2}T_0^j \\ +T_2^j \\ +\vdots \\ +T_{N-1}^j + \frac{\nu \Delta t}{\Delta x^2}T_N^j +\end{bmatrix} + + +$$ + +The A matrix is an identity matrix for the CDS-FDT case. The b vector is elaborated where the boundaries are implemented intrinsically. In the latter case, CDS-BDT, the matrix A is tridiagonal and the boundaries in the b vector are explicitly implemented. No iteration is required in the implicit scheme because the dependence on time is linear. **Question 6** @@ -56,7 +126,9 @@ Add an image of the results corresponding to Task 3.8 at t=1500 sec and at t=100 _Insert image here._ -See notebook. + + + **Question 7** @@ -66,18 +138,11 @@ _Your answer should include a couple sentences as an explanation, as well as the _Write your answer here_ -probably between 20 and 200 time steps (with original values of t0 and t_end) - -stability threshold for diffusion should be nu*\Delta t/\Delta x^2 = 0.5 (but we forgot the nu in the equation above, so students will report different ratios) - -a good answer would have been: -- find a bad dt -- change dx -- find another bad dt -- find that the ratio dt/dx^2 is about the same for both cases -- (we point out in solution that if you *nu it is around 0.5) +- The dx could have been interpreted as $dx=0.3/15=0.02m$ or $dx=0.3/14=0.0214m$. +- If the former was used, the stability limit was at 50-51 seconds and for $dx/2$ it was about 13 seconds. +- If the latter was used, the stability limit was 58-59 seconds and for $dx/2$ it was about 15 seconds. -Isabel: grade based on the good answer and we will adjust. +The computational time increases a lot since not only the grid contains more points when refining dx but also dt has to be reduced by a factor 3 (for this case). If the parameter νΔt/Δx2\nu \Delta t / \Delta x^2νΔt/Δx2 was printed, then a value of about 0.5 should have been found for both cases, if ν\nuν was not included, then a value about 127000 should have been found. **Question 8** @@ -91,6 +156,15 @@ Considering the non-linear ODE and the PDE results, would you say that Implicit _Insert image here_ +No. + +Explicit methods are not better than Implicit ones and viceversa. + +- The former is easier to schematize and to program but it normally requires smaller time steps to retain its stability and a reasonable solution. +- The latter is more complex for non-linear problems but gives the flexibility of using larger time steps. +- However, under some cases, the iteration method may not converge neither posing also a limit to the usable time step. + + **Last Question: How did things go? (Optional)** _Use this space to let us know if you ran into any challenges while working on this GA, and if you have any feedback to report._ diff --git a/content/GA_1_6/figures/dt_25.png b/content/GA_1_6/figures/dt_25.png new file mode 100644 index 0000000000000000000000000000000000000000..df763e3805945c2701cf92672bbad13ec240710b GIT binary patch literal 33531 zcmbrlWmJ`2)HaHuB8`YhBMs8hE#2MS-QA#4($d}C-JP38y1To(zUA|d@r`r-y=R;s z%7%UKwbwn@oY%bOHRl~DBPEOohXn@(1%)UoA|M9^^_m3=>Q&GCci=BbiL(UY2b+VS zii5nhk%P0YogtK@u7iz*wS$GJ-WMlBJ9|@WD+U@inr~EJOdK3+?Ad8)E&uNYG}d;; zv;<Pnb6^oz8xd7|C@5szfB#<P^W>RALH#lj72s8HNj_R~_K>{6hn&p}4{P!95&lkh z3RTI;&sVH6F)cC*ov#tL%s~_M&bj`YGnrd0M=e{DSTR4ZuIERE$<nZM1Bv)UDpG%w zy19Mf!Feun+_1C!Fv4;Wb#jN4l1UE7_nyEPMX6Kh0P4S2xx_u8DBx9b5E{$BKa_u! zTl{xLXQ7BKkuP|si12@LK_7iAt#+7HUf0-I1f_Cmb^{L`-5+IbX}>%%!8sXYDB zR4xigZ#aIqR35{@L1I!Sd9hYYBFl<L)MA7E#_H<#u}s0ei9F<)QcZDtubq*Uu{{S0 zYZ@Aw+lPmVOhNcqYIPwG506C1n|JSW-G-v9pP!$N?wTXpjA^u6lkF_7_NRtYxj2R! z;%K#n@+Ro@dl9OPZ?}`IRa!k7M77Bn!tl7np6;(~9UXhRx_qWf)a}pKdv>^KzI}`A zk0Sesf$=*$9J#c#G@4R5jJEamSABiG!VYPjv77aZ_e)CyH<K=jMGevy-<%!@gu(67 zM5$Dxz!43q(ea>H-MS^mG32umBbMn*DX#fU>6Q;Nx6a-9*5*J=@JBK!I?sCtr82GI z>!XDN)heSx2pb#Q*+E&`YZPqk!5Z_K*#>*Er6%W{LE5&>yfm*&osM4xc=FXIvaJut zO^ld0I5<P+4NR8v(L67YQIB^Qc{u7VZcKSnDSGWcUKzO#hy1(G)ARF8`<)SV?<4P* zr?~d^?_ZUQ`@rsg2M6mP&Q?s8Y9{^pgL1w-{4fd8YH^F1t1_O*;D>pKh~-;UMEP)i zr2lw(_U7%|4`^u7xqnY)%J7foYs4LkUC!2x?iPKo{;UgavRb!Xp%*Ea8TI`kP{^0z zJzzznQlT5hKPx6>W=1C?%X2t+SP!OEX>y{L&yzB|Jzb-KKtn^jp0wP!9M#OY?4&r~ z-mG|^ot}y`tn~K!?@txwxs`_Da*XGQe@<jF?`=A19sCImBe!(2xf#7pza7nDy=?qk zF%sAth8yhT1HDjZ4Ov>k{V@<jDc|g3Ycv$!@mbsBY!ZS_A?G_7N4v4U9%*+t%(Bwm z)8m)HA5iK2;$=2f7_(3B<>iI`ln8(DB`!xGjKN}-j+2W^{)xaVvA&*FC=5q5f>5x$ zt}gHU&)1iG69F*Dc-icuD=TS6!-;1T(mb*SawN&g$>fTKXyS1+p2z0d&Z=J-Mn9vY z_d@W!B|3h+tpFbui6E4Sr~BF6-L0@A30}--xrcJPp06GsOXY~gs8kxjzASOD+|{sH zEsA{q4iy#_1}-O9I)sIVl}O`G0Y(5DD`&iMcXwwn96+;LYV3(55l>w}heE_=&UU{! ze!QB|eggwzyh}eSUt^}2$ZVOouhL+*^>@z!huwjEYqmEO8^ldArz@(6yC^w`L45DW z{{pg6;#`}-cqAKavA(fUE=wqsQE+|&ht=i>F#G!M?(ecPS|Z`FZXLR8b_lrdi9G2l z=M$|e?bwI1?rwov>y;6XljbP7Stv9bjd<Wzm8KK9#@x$2JtT^{QN?OCW>9-tooMTV z05$AzSXfwu!tsVjd0vw3REfEQGXGW@ii5-A4M4)ZJ%iw5GMb=JDiyDSgOXsN*}Og5 zK)~aS2M1qiIEX$FM=K3bK>HTiK`51$iYf#g;Mv6}4};U8iqr9;D0na7n;{$s80jky z5bfI=;XFo5jgA(J^${SfC(5*WxE~Iy7|T2_cV+#NaK&DppYHbZ(*Akh_^``n--qLs zHtAq=>Qr{CeAkQZ+1XhX;PY#vErP-5P<yqSdU|?^ELmf>Lpw#<ZQLCl9Ta|@CF*so zj{9g*Qc?wWPv?WQF7EE~r5X(mX*)^Qtr@^eZf|c-chbCbo4HJn7aKqv(Ys$;fcWJA ztC@^v!+!YiVRY!9^UIfMap7^gw4ZMcCh&N3L&9+N$FoHXMi#0~KY|UAeEITa>ncrI zftZ9OXTd7L5(5932H=D^fRl+u<yH^Zku;t(qeBTH;ujnMip;~FAk=!6m+_2^je(_l zfC(6$9tmOOeESH%`?*j9AP%B$Z(VXs#xliXzAB<+jpdUEWlk2z3sb1qS`6IrJY7b; zCZEWa6u;sG;H3y<xYp@M0fGBWQ_RZF{#ChDLzE328@p(;KT7!Sb|YLq?CE;J8ZP}2 z{0}fa6g%(nMwmWp^ah+PB|y-E5qUJh1bTh{*W`K9X;O96k&%&TJ{{>2$*i(xmzNTz zKASVs2Ui0L494T0hf%FB&+cz!wnx)mhAx_0T4F#L<Siag7DTPDub)p|yxi^Jzm;*j z+K;g-mP%oV`*W-gJRt4vzU}cm_%%5=o}f(ffkMS1G~jhP&L_)az!&64D7BjF$4fPv zq8IvC7~*I&#n`5+P33cJ);dkKHo#ZFr30Xs5|xmUVDma%<$WtNU95UB6atVcb$xR) z+t<%82S;2&LIGGThLnG<(lCbIai8<zF7>jw*8RK$*nHF@_37b;=gR)>@nZDT_XgJs zBY%5}piCSdFAZBeJ2?;&G5fc}Nh~qPOHGsq(<Sl%|MNU<mYl^vvikI06##s$7XK#a zw{4+Kk?ZSgiA2Ugr=$4_t0nej_mdXJ9pV?3yA|Ff%lYcHtZ;6<o8zSdH(>zlzthsR z2P}n!g~g)DBaVlPL;CtIELU1nKv=FH93<_3Q`qPY#r$UQ9zaHpM8Y?Uv{B%iBft-S zhlEI6snuDp^e!xLY&ij+qL9t(hToD3&m>Ps{E+*&Bd1!a*AtY(A;0aqp%+Pe^$48( zU+zdx|MD6j`9VqDKO95G=iXdyaZl!O4vQcXHexk)16UNKRVLk#vN(9weB!g>^$-fq zEa#qm_sZ?x-Q;PZ59PmwM@RYe>1y$!xw-k<rN`*Kn$h-w$KAOh03o3aK0g(J>4gvH zJENnWe(>_R<`cPyWi8iOL_#6yAhpfT52VpWaNmufuuVUlw2g*fGGH*7p@GnpvVUoD zzbUV&k-P|y&zo4=*ysYk%i-PtZ@a)jLPF~9?QNB54dGk?7thvOVmmoG?Quf@guG&P zIsF3Al^9?ph`yYV(Ya<<hA1*=si?F5Io{Do4G+ymhrNOw0O~e3$C|HSzy5Zad|Hok zdUYk~xCrRZSH(huTh~+%jp0P5yRA6wcskwJP0lAqv*o&gszgRdcei>z)Z1>nOV{dj z!+d#aBpKawTfXT48$3Nb6Se1T(NDM<pe*C8(ea239j+4oO6+a*^0W-|9vN9UZz2ba z@tF#QU<Swrv-9(n?l)HFoBbDyklDGpGhkSHz3%rTDICIk<2ekMYJ@uxAWf^Vr~F4@ zKyJ^zL;f(Sy%`u72xu0W;?FE{I9**`g%Y)?NZX06tt~;|0tuY1c8xb=pJ4#e;R2Si zSZT!-7KTJWfaIHeyz%XR#d&KWray&)MZM0-a3GpukJ}2kGe)Qo7Ng0Zj2#ItgnVch z$sE8cLU1`^ePEF7p6(sNdq0wruoa7xNXW^5C$U(|WeUK;efnxpIWvSHEiK*I**T6Q zeWGGCRiqpajKO`=48ohs{wW#w-x^5&-&XHM$)r;^W0bW-ub!?Lfe{Gk=uiY@XRC~* zbB*9hKbwwHb_<M<_JsD0?a!1+`@BPpXSLN!<S_&Br9WS73er*#NGiEFE9JV-^z`(T zMarY&wi71P#h4sUhv_O6dYdCD4+T4W4(t||mhzf3fuW(Edo^B%M@N_-ou+x+Q-C}u z&7i*zA~ytw4b|G(8pK#^#ts4;oF1T$&CmA-rnzt1Lhi2)E<lR;W;BEWhfXC@AeSQ- zX1&xHQ(j)4hm`C!K6u&7B@S?DuF;XQ&T2`lfiVU+#(a&rHoH#&jriRB{CKmgJ+swf zU$yCkjlDhe<dwPC!%>|A51F(*xSMFaDlYeHnR=VG5Kq(}9XdLIo4L5Uo&moxxV8PC zQ+EMG=xq$8^7cQPX=Ki5^7n^OC>FiPtqma&5#XJqWKzjGi}ki|-n{t>h##VS5vf$N zh>Q$MS=%!^K(ai8{zyQZY(Y3W9nN+Do=Krn{zWp0*>HO(q1t=~5NJ1>lVvWD$8{rn zPW+MaN6t1N^2=>E%kBl}XTd>1dVoa&%1b%55hA2NfVKycPN`PQ0B}#$IxE~9@wk6! z+Ej~@nfbb4qA;xvUCfSl0$}tmz~g~4V8gs2jKMyV0=un&3fm2#?cpS0;CK}k6|NcL zhA&Kjbk|xf4S<B(KU<-1>*QnvGA)S9?4&gS2gbl8Xw+(Gz;p9PPG6I&R&I*#h%@VU zzA02H5vwv9#-P^|7$Ef0($WHCgLSH*wzd}JzyJUO&}J3Dvo-nn`Bee70d)LlLW&)p zhV6-TULQIP1d6JE+w7gu_LdY8c|RCSEv}dkAK@RHmEc#NO=c|qq}=3mg!X01f<jQ% zm>dzGTZ2NQzFg1PIB#<_O?z*uD9#R$5QUvjG#V<Vz%dhd{w0t?RqBKU>X?WfkS-hS zcf!WoyuEV(K?_PrNr@zr#>)YA7|55+ir(GbjlPJb(JYLnQkAo{v5^Tvr!EAzE(o?O znwY>U?S5oTj}<!LyyBS$Fy|{C9$rvOON(5#$cG%|GA&ahJBlE7^&m2%Jyte03c!TL zF1Ckbz<GQ<J3HI+I_A{R4e!u#u^Le-QKR^AzT~_Da-WEZjE05=8a8$kqxQ_Dk+@$# z0Od*RL+Se3TE?zJV|1D3xkbU=L|&e&=66iMXzeeKR@$@+v|1Y1S69;k9U|usKvF~p zY>~8UYcMXx9})Yjm6a99--p!p>>jt}a)1c+%+0CVIy)<?)mjuJ12#15`n_@GMcUoH zGBlP-HB+HTNfH!i;d<ugMIcnwO(*js&H)uvUu8g>OOcZOMmHewuUI8a`tw2c|6}#K zSugk)B18l*u6uZxS{}O@7A(Za5tIoslwVodiGAHlpKZ@D$lpv0976xTg?0x7?C4TB z73333zk7y8lM|w|vvU-89f(IjNf<3=PYaqDgX74KEHKAMVhN5c*v6-0bxWPXLPD}- zGWaOGA!#K4J{y<0xU@7Zx5&!Dv2lD%!^3Js{Qv&QvC~N3A5=^ks{eHX{{O3le^i!0 zzz9{#L!l*y9Kq34eh~cWezUsXqhNgx|2aQ7{{7Y<e*~dg9vYv4b5Q29*WCv4Y@4>H z_deR~ZF@4?-^QA0SV2-zTcS$;u7I__8H|1i5fP?RHLu`a515yA+^lpZS*vlDq7Y&S z2g`e}5P$yW{rIZRI**H%5pCHOMy*CJ7)M)s(D)OrKoE9DNjwGyCk8r|%RSp$I3Np9 zSO>m^L*a7$h8IV}>+_Dz5Dozsjy+||4xXSg?%}2)fjwqky;jG450#iWyLDw5@2j%^ zjCMdGQ-&OgN;5{Tl%Hgh&W%+(H*TXNG&bf~#1z<Rwf!xf$1OoJSJAT7B8FJ3gks<7 z2{K^!c)1t|hxYbad)G&^#Tu|(0bSbO9hHWw$5wZv{O==baJdmI=hNFf5;*%I=Uei@ z@iW@WD_<2~3qvNu9}XEz7L=$>knnuNdHhdWef;33Rul;bBiDsgwB#c1SN`6f{fW=N z9x7IOb+vDJOA&&EL`<y}A~~G+w~fbQF<*;lrT)V}ER(hqfxvYJIh{2g0?vC_SaQK& zyJA&_fvbH#&HhNtgClBXsTPZ?s~I{ov^OyPesFY7#q;_W#>UU1{051aC9s2y4zT-^ zKgY7BI&&qlS#1gB{UqU1q@JYBR=CMkWR70B9WkjiO<y+nq0EUZpjDg0c;4s7rK{Bt zp0&R!ZMh>wql|4BoOR<uz<|n==FbvB!7oE+kD)B$VkaB~3`4~~v%PMm@a61q1=-5V z%zAjf<`3EE1^x@wRAI+h)_(hXJci4QCkEqtgm)7LpZN@E$)x#WzV7=%tE<PeePp(P zLJp5}*YftBZTP5E`bJv%%F%36#(Sl^JD#wC?gNFD@10*j(Ocm>seNyGCiBj-jlUIH zd+%QD48!xhAP@=V*BKAXx%+f>N?bhh{XW#av#Wu*IaI9?W?@xnp)xF7VPeOvwnlz= z%nHL~#F|=R*%~aWDiVnO(i2Kow$wC*fA4rO`I1g5`HRbayjVKwPxN;_IllYR2-(`& z{h@+T?5WfY&xc9gUk^8Jix+SNm8}8D8Rp8n<8Sr!rv`-~VZ5PO7?B86tj#}WVq1HE z+Y{|JmQY6hBCEKbR15RR>&b6!*Yk9}=qyw$*M~v-noXlg?@_<ULwm+&@V$aA-1p7x zrTp!=_?1&2>OSqSLPhx$Cys6AiEHVNB>t5@*~GHTO`J^dQwG=SRoag=>NRpOpX#hi zw1|)q6q+IrX1vdKKrCt+k9Ibl6vhQwSm<=Vxw;w6qF9hrVp)p|Zp%)7KI!+C=XR>K zCv`J$7&vNx*+Ip`7quN-pS&&#tt+~z(r&WVS83BaqE>4_b-MvljO4>zphVQVP<(0! z)JY3W5=&8?`?W77LwgU&Rx}5_bNn;JVH+=TkiV-ddLzIZPe^$Gcta|QW6kPB>eI?s z1!|d?%wxf{v<v}QRvRdG2N`<=jC3uyi39EDi;sK;xChe(T+Cx*t4D}M%2|^o!Lsy` zj}y<j4ajV^2XFYz5w@lq)a&n>Y|lCbNBq*d#-=|keT*wc$5CzXUm$yB<7~4Nz|8Zv zT&2s{I9~~o-C2n?@am-O`8cA+hLHpuY)Lk;qs8#{FvvbgyXJG>hE4f>{43XQ;h+ld zl??e---x-zY@QBx&CYSAs$rV{HoWSeBF6eCAJ#D2ATwP+rKn%HesC7@iC<GwcTaA% zN%^Qlwc<7ReV;;F0Sce_N78(8F{sG`pGr5TCcIRG$;?6zjXV8D<zuAp59ddw^0|oD z?CwsBOT1BulI89LXvauf95(CMut>|SeRJ-{rstX;x0w?LA&T5yPO%j7le~igNCi=3 z?9R+fI~3m}#l&^lg|gV0+=sCo9|!#rDf}c|ELe5N!eMU0@|k{_y)CSG@;Q2(I-<q; zY%MXiC}^r)OI;#XCw5g$saC3^bM^Dz$p)vu)B9r}3E^dr46ti>+1$+~*zG9gS^R3G z>FEj><<@>5!8MfnR9}us|I1SxBEPe9<9g6k$BOFas|sV3K@JC1%UoMO+r)WQkjhxS zEu&Pc)*qNkW}@B7B`Su><$c({ng$bPAmMfo?dhR26d%pGXNgNhB^-pUixu=b&EvIr zZ2nS3kuv{8?qYb$=<G`GI?qDdS{o;xh4MfVnz!Raa4tz=?mp@>Eg1*de2h6{NQeRU z7*(SC_j|9COAgngb35)w&WF-NcduG*&-PJdtHmELPorpQB`AF2D_%t-KVFA<Ob6Eu z;BAD)IL<jc;v>1iyi>&QULJ8zyKCBV#j(J>t=+1VKuCVyo|zS#`ZB8U@_af#X>))s zk^0zKMy-{q5sOMIEvvIB;;7H|!*KAo`Bbv0JK493(FB2RVJMsPX;IWj)bg2ywo~yv z%S#1Hnb3lsJiSwvzZrZ1J3M`3vMD)J6<Lkn>~4<tu|5F+GCr7&9vs{dRxsup=d4e^ z9&te29oS_NlK<P1E~+I4<mlWHj39S(NY|K;o@)@-!z(1D{p!>0;i;RYM&7e^(tg5k z!fsaGgGr3At+#wnF3X(j3oXJ$H6<8z#yB6&J~StuC{EX@j;`SaXcv~dM&`AU;VXJ@ zdTmP$;X0)*++D&{o99W1hX4LC%EKc1j=<ONXfEscDmwa23dhG;&u>z-Qq{C8sooEd zgO5fRl1j6jdr!(MJ0;4?VhvA_8lLyC@S-o9xsq!ob(4XgeBLE+2KQl5fDI+E$>R>5 z?{0MCEt%9+;PRxrz>=wxwVFTSLfr9oQofz&WHF4^sY~!7NGh}B%q1F8u~(8mMP1%Q z-p(eo+1ypCR=y_~0-Br27~j%;x}msA_3!pfYrBk>x4^aT9<@GwY(Vk)iEgeYV{S@a zo3@mC{U$}~sHURE?`UByFO4cvJR1~vF18oj9jhJtkTlPC&@grYD~0*P^~&mu2Orc; zluJ|Qf)WjoYLTLEXu@Ub$MxNjN#9C~VT#0yWeM%0Bf`Rl!#u+R6lXAAEvXX;3Cy&< zd7XT}Vp8J*b>6g9XM!eeEdBLffw&i?Yhk5rSQ(~O?BO9-fns+?`pKmoY7R~aT5j?8 z=PEtFMwL(b4A6MPBIk}5hT3tS77seuh(S!{B53N^>gY_`-TCuo{`76387m`RrpC;> z4s@1@_h-&4ydu8^&tVC)I%~}TroV!{IXUNLLEc8M=iRuX4rJ;!L;dF(Dfq|P=HHb= zf+Ak=Ag6;B3Sx_(Ch?A%U8g#!Tsbq#!I21Tm#E*kw8TF@$&yNMZyw20IDdAay?qoc zlaK&@wl^&LcvA9`!4FyFw>JeRb{2S6AYH7Xy0jxEYf#`oP}#`goX!iq&R2G3_4)Jk z19!WY_2?q0y=|raI8|)Qa+u)oXZn)o>gW{~>gnn)H1x-3qIh`Wkeg6^<T`8f4@?li zW(-DZEyG!Y59U7^4eL!>XBAYJqnb;XOtIrWX&pfJot5;B^&yQD2fI~S((_TI((gDp zW^3TR?nsWF_}(803h{09ayGm8*Ku%Emgpda)rMKPdc#wT)&6D21=2+ZQ$S_wkz2Aw z%B-swnf$e+sHa>U&Hl4fL`3+^0xCKIDER9^7JpJl{Wvuz43AECcS9j@=Lr|sE6}Om zRU`F2p8?y+quyuTHR!_hNO~ewrkeb6KgWyHqh2i^_(51btI1sCZj`Xee1Dkc+YOsq z`)!C5Pi|sO^rvc?r9{aS%S_L^YXnzMk$sLUx7&Tns|^zI)m_;^n4yg9`VW})&&_JH z#Kig7@}(*r#Xc|km)2RYZY$T~E(_<yH~xfA(W<4jJv>T|ElSS?m|dDU?wn=`>y}(| zN%8#_2AdX#v_19i3OOB8n6wWshiV=<pBY84)JVmZ3Y9VH85YIVv(@LcR4Gy4u0mhQ zxx75@yX!h7qO$<8lhJw^aAj==cHE>W7BvrlP-BBCUl1s^pfLO=X;5i4PCn||SH@#F z1{}d4PcB)_6zh8R>AgFWo3V+<V2$8qs$6zMs$~wJ$zOET{R|&Y<>6tx+)QT?e}9%Q zyMHN1;9H9(xMboyh;Cz}qxT}o=#@j?=J4p3=*0xKND!1+PG}&wf95rj`?HGSaHZ_H zj%-M3Vx5$f)F0?ObYvfi`WI>~2Z8GOubeg>N!A6@SoBxLfe;FNRzX?FbTVhbaeb36 z^vZKntQJpU3uBi#lJO;W78BB)1xzV^`dFdR<<eLj5lc8{tN!ZuzBGIq&0lvHHSpxV zGQ&xbE^B<twMr-I<Ex~~jV@e(&yoiQnAc;|;k(T_3|+tcxwuuz)7gvAbarK~@P%}h zfaOB5S&V?pUJbNW{+*Z03F*V7rZ`*<Cz&=c&&Q{y0;LixAcHg}L~ZLZ7#GG_T3G5n zxt(5ZjhcJE{#&NTlRKGoF85HU(rNxyD@(CJ2_xj)^2#Z<?3wI7E)7jM%QE2pj#qjF zzRb^$QM(ywr*6u(dgJP+*9&T7ZUiT>UY~!w;6CCfJ<na<h7s_$uV^oA(75u->N3xn z4Gja$9!N%TK!VQ#4X9{x*<S?w{wUZ*!)`E2Co|gk+KmZZ>Mc$P9ut??t=>ECMr}+S zgP)nxN6b_f_2~T;;cdAeJ@zpb@IA9>>K#w;B+^PXMF{LF)$3%IJp*VYKe8P|R~?3- ze2C+EnKMz#q~JHphYseMzaQHeW==`g=|#BO*qbnnabOr!!Zy}wc8LH|AkYAXnJwqL zfk3ji)Wov3wkD11{1G2t`tjoi1tGpAzcn2OUA)Uw-{ua()rHymz$c4^T0vt*y~Dph z<7sehL_|a=jMU;RB<1u_MTxm~0wqoa=jVo}LqAa~$-Fe(7jsrbHu@cmw`#aUIiz{| zTP87+GZ;tCws73uCz3cj=_{^`s;Y!p?{o`XS}uI6Q6WDV%%s^k9br$t8kxIxzVu}w zEkD`ker`PbZ0T(>XpQS7e=}vijN_^Eh1vaD2Ztv$TTptAhBS#mnZtPd&Oxm4U{XC5 z^rC^Ct1afv3wA)s{>Ss-`U5(;5NPH=&DPrz0f~bKNQJCyIhvEEpd<RPLpOW|G|G*` zLyOAC>26Z))OjM|b=xyS<REmzm1qiymb*`)#A8)D(sm15)9mZ;>e#ihOuFVa)wTvk z{Ry}1x4$xF%r`|iL0fhZ5zD4on%#T@B*o03^Q~mAmW1u2?_<0td@ZKCrgMVdhu4%I zso$mG3P{KySnqfy(Y$Sh`tz{j?W*7XKBTtx4Yh`dMk*&3*)TUAw}%LjoqqrR-M+N+ zl(1t|l$r!YJNfkQKchR}r9146lLvKP9n4Uqj!d6}-k!nVj~rD(LPB!+G6Y!67PpJN z{Zu|3-+=&#h{f1GGBT1qYDpjTt5u!Ff<{Z=?7VYpCoRy+<u}js9W+R814^{wf+s<V zLLLcDRt6T`S0|-aC-dCLn@#+6iAzv_w?+_u{zO}DNqWs-^nGu9`*&)IO3#fw^Pi{% z)jBV(&)1f@n$9)ldmsM#%!L{!9bHi^O}mb4W(@l?AJ*6T>{;e+oU9>BCh9EKA|^dO z6ujK5U_>d?*Ai}<?QBxgVn&n%C4n}<c^5Jd3NCIa=vhM<kEZs3F7mIp6D!-x9UZS= zU;-E+M~8<)*Ta@0JIqZD_PSeQ<rTbjPSnWfJDD#mPp@vPr}Gr3RTMXVgtv%rEa-w{ zrTo!@B;ILjo~t!W3fJYq(gBDGEVh~KE^1J7j}L6v{kBJsqdeW$`@IXeU&cR}-A%0@ z<ZA2Zv3O&v6qc-bUTJc-y|6h3Pv*ERlRe+zF(WK{VLx^H?LtCceSFDEQH*a)VYtvp zL?Q<bUs7UX-#^0G7+Q@EfuJ1^<Wac%78(FV5^QanO-?RuZa@qD{QUf2{maMap9qcb zc`4f%mn}g0^xV|wL!F;>2Sz4ZIUek8)-(sUC?WYQ#rk)rzmDI^e`f9{l~!7@UVLvn zs>U3R!X|1!Ty5qj-_8HdH!eM2SQZe-vM}+AZ$#$d*=`;C1<1_ixl#tdL*7v0I%hFS z1}Aj|Ab&(b`3_psP(Vv3{PN{Tg+Amp3KmwP+%6Po8>6D3bpv%jA3znp*DV2%#&*14 z9@0qfN(Mr)!|Rk>PPi~Q<FCBSjF<KtcOBhg>olxl+FXvi7c(ZdrF;bgc;_nrHa9fZ zN}m@4j%rE~)VMRAz#voph0FM8!y#?LrOC}aW#~|9k-cNa+q0x}gTbZT&F0#oufV5& zSY%>Q?&r^+oaUStpm#cfLkXJkyu7?d5;4#{kRrd~67|#lqH+URXZ@402gov1NHJ5S z*d3)Q&NwH#)p4Knj`zCJq@<VC3j=dkKv9xUsmd!*(*-}m5=a>LB3$FmiLkM#pBHN* z-<_}JJCefJpRdA|QG12fce9GQ#HPzWT<<f}&6E`tp*!!UI|>v<mP|K%Fgouivss05 zacR$$TwU)B?ZXDe)2Ugja@8YTH?6)=R|4xC``KWRc6_Th`($xJD+w{@@~PB&U97g} zf&PRp(|ZC1?ARpp9J`T9ct0+<3)!A<sNM1cXcok^eJ%O)Quin(QW|wc3M;$Do?zXM z*MIkPuFPDvK0$rGRaiABi?Z;tW<aVng)vYM9(NVLXzSfK93E>6-7Y)uF5vKk9!erB zLWkG=I#c>#xqzB_;cNG-Pn)(YV7<kuW3<?wqJn8bi>@vK;dS02<5hW$a`*jF<>qnI zXaDAb*yal4|JIe=pLGZRt+y>~(mc|nh|P<C*FjYTXzF~drFbTN1TwS7cYzi)ncNWe zS?iA1B^$62Pd$*R*=^kAGWYOc*LEId-RagQ=Be#kwx3xgL`CXly(7J0N5*wk+zu=b zC#B02l-Wtq;M+h!<8hmD-)gH5)Db8*tCN0~fYy$D3??KKHb4vC4x_K0tc~Wt#O>Z( zknL|fr6XNO;dc4CutC408-GIK?P*s%>E6DnTirV>aQrG6J))i{ZC=!7{cv;$dD7DS zUIw)OwO!fJ2~}iZ&O&<q)o$3+^ItjQ9lie4FIKu85pORS=E5iHq|H<QW^&?isVuoM zu{#_#GzUDCU=?xP`TGMwM-B3k@IkFDb?RY<AuHF-UbSdT;j|##k~B0FIGmhTPW>nQ z;09gwDa^tzRg97%K}pHGbt`x;DAa0ixVe2H{u39FR49Z3dSAQcEk=a=P%J;QazJ;b zZn!0nHJ0gY(%m4JdpbjGT&jHW5-J$5Ej&gV>2CH0B@xxs3rZ6rsy}^7po0@>^?-8$ zA3wL1K5KNW%*YKCv5lJGbb(4?FCe;Ta`X{)cSU@3{h~Xj8-4z@$G6e+W_^G{EzT-5 z$tTGz%iY=W-CP1gxnXc_gKwV`+FQ5F_Gc+p?<dvRen--C)uqvDsTjk_^P--1Ea<U? z-3&d!d~N*5NS$e_k}TD?z<`O|o~!dr<VsXq0VWS~M;`8v>J|>nRPOGWVYO_!Q-Q_| zUxm=q)Cc>yEhnM1JqYBP{Q5!+2Pc`b4v+e)91zpqg~`7B31(bJ-I!g<YIV~;(|eCR z!~EydpLJ3))heNs<C2-84G|4ZSCpF{z&{b%)AxPGX+Ea%hpsTB9xpUbWUb1EAYGr% zXrtg1J5mu;1`Ni*rY^@>Q~vm7OBg-q8rQ(Ef85m+ou-`H`x3V1P!f51n$d{h=RzU3 zxQV7*##g4b56KedcdYq+cQszN7}P2VJBlh%%pu$LLv;`m!_y1MIdokZU7Iu0)#_($ z6Kt{HhwUcBnda{7&7Z{cl*-dflcobJ8Kudj#av@Lbr}C<C49(2y1h659X!FVR!iC= zDW$_$xM4v^xLPx#Gr56CrygfD{L>0XWy<W6lvCxMN#*O~xAAh;a8N|eVYWnZNKVHJ z#__NOsmDcSyGiCe%3SIB<^<fuUl!mvg8_B1ifX8zZ#oxVWJ8}EEwS>evdftst7HPl z@hgErcNEXYNy%I1xysVxe-t^zBnwrQ(XU*tCGF+{n0mV_S7YDKD*wi!NZ;J76syyR zD1K^xhg&pX>dE<Cn^Q4E!!Q1E+W<;vGGxmi`*bVroA?EZh^_un7{2$SJcBzk8ZA<O zldg8Nw``Nf+>d3U(avr7ikb?;tOvx}XaU?hhpnLLG2cEngm+e#E@`ROB(G0F0ahTJ z@86qI8P2WvAXD<4i7+rr8(!TpcDvS64Kh%hU0-2jYrFro8y5C&rXTy&Lj>*1W8}K_ z=bfsSZ%h}e1MYFgBB2COm)2Xqc}3;iJAF|KFvz4c?Z=`Poqv7R`h=lwoID*-`Kcu| z6%?<!=K6!V>wy+u{Vvhk-cVQ-&-F#v+%s+t=Fv>&O}s+E#P4tJx}f{oi_<1&A{0`> z5F4ALcFte3H;XBoXSUpw_s^5Ux&r3f^iZ3Ee?^U?DxQ?|NLk-JLIM^3?Pd3X-&A8) z^7Zjt$MX}I`2qJ33+_Rw?J-l!|FxsLpU0itv6_RyhlsNX5P5=CsKeF$aiOepY!!Pg zk_zT?Ft1-v79`qlo8XH7E+$|`XLm@yHY92)dsA7yg$hK<Np{6rrix<$ufucr=V5%r z?%3s|&tM9Z2@YA=SokOVQ<LdLbQ6N;JEIpSY?(UM^0EH9@BVuZbRMib7e925U%rqE z9SHE5SWlAQ-e{kmWgLfG0rf}gKwvJhB$S#x1<5}@t_$C4<&E*ES@PG1h&GF9A=z|e z>3Y|Xpc7K{Vc{mPb;oVf(L=*?Gwv^Zyy7XA;Y0i3`r1BRG2f;Es9if(RW<q$sZ?L5 zvf1ZZ+t;6*@XxgRxs+fN5B*`P{U#oSZC+)C`*;dHJ6~9Y!oiWZm_rUX@gmd2`k;Ie z?o;BUL{UYJY%Gm>Nmojvp+@%!^<zyKu`e?r(HzG*v>USz+>=FvR#EeGU~!NveI>Ow zT3)m6{G8$bt!RX<+@ea9`%Stw&((%(R=QY>g0ptL_s^ma%C<GmImR)mSZ{`&*_96^ zbTU|e*Z3@dvPv)3EOI0!VEjOzkBqC`=9lSnGgz0E?#^36r1}X+KSnHR@a>ywaB=?L zR1XV=ztC8w4Ni6H?O_ID{iJy$?QbYuwbu6Ai~fl{4Jmf!D0B}Kdk#a^6)5hPj|w=g zFIL%&QDrD>{ntmA@Y*@0e22S(#YW%SmvOjVuArAM3wV=p5o{Ka)$7b~DHi^$_o}^l z+Y$6>KYd0pxP6&>X<`v~5%v<f+Jc!<e!Pe{OA8yW{YT}DOSy_yMKBIA;V(paj*80H zv*hebHR`lQC`o}*c^e1Q!4--Yvubc&kCkNI5OZ8gb+9s4cXvBve`NXc2%c%Y6wVE3 znP_|Cj0tO35czRZ{5nnDMQNf*Of$YsC}eJ2ftCIJn}^?6{05)&7$~Fa5TFaM-==$i z$FOC{GfgIU|F>WWE_@u#&oq3A)a31B@f%uMTVBCJszN@AUlQ8PZ(-D7wwvo-=Lz6) zJ8$R=VU!TT>Uup~(;uAV_%`su=KTsOV39o#VC$T{k2;;&Asu-2ta;hMj;+KQg~l?s zl))eV`5=i0e{tLid6b<FK1;8Aa1Q>n`{%*!D!nW5=AIZeY>Yb&vju#PTyTOzWHd;P zjvEu6bljP!@bjhJW7Dz+3T(fUe6W)^PBw?|V+vd-XqM<>2mvBiGWhT=(GHmSIvu6k zZZPI8y1RsvKw_cjF0V3TrA)5Qna$pUxg;;d`|FrFgibflYs_S>V16z9-q1V2-eXmj zsb6Ig?%OQ;p`R#MS9vX=4Q=HX4U8F#+5<oCcdGWcu)LfNXIQ(KxQP6ahPn!xtg>iL z)&op3#wJ~MjOX{GQ^d5XFI~$9<nE%0mTnfxeuodt^A!Y|P06r38d$2%a%Du_OUH=B z0ZU9JFwp7#x<5Od`@>?LD6fZD;o*5|{{5(CjBB1%K3*x(+N;rfccfHV=P~vt3T6Q? zh6EXXL{(aKo>c&GA<}S9OWnRn3b}C7N(SRe-Oq6CySVz8O0oM1zzT3NL;q$4u#=R_ z65XD5IY>WT-`4#jeVq+Ja<IUL4;W&*WOi#ct3vzn664-iFnVvAEb@Lr)@U?0?}cLB zvZKjG@SJsPj9o5lx>X6^!*+)cFTTPGN<i2gmqI*pos>hZ8RM7FRLQ69QRSIhQAqfX z*PDMGiP`yCwQss%6ZsAdYFl0@#Mry;H|o*ydDUUW-GfawKdomx2do9#MU6+Br^Rz% zRP?QotUTuUG}X=RzB9)0;OE+A7K;WY9d7p`V%(ePoNo57p1e%Tv$VA(l$==SnCFzn z_Q!S&@7H6IWu>+}pFU;Z7}!+wEu;Bycs9}Hm%jROW-XO%a-4}3fC_b@Xd$gRW7j>` z(LQ*wwk}vgWXJ{%lq~2qXnyLm7b?0phfm7S?pl~=RkD>{m!iYPSADuBAIgj2ex+m6 z(H5xIB)1{J*X+ABh<R8YZevV-A{+FR>78kc2xsQR-fiQPnMEi&bDY8~TSg1WM>xO* zqe8KD2hklNCq2QuWzsj**bywhnYz_jlc6xi9lrHMFZwoioExU)7YV~hEcyDK4HkP9 z7lYmzm7DWhCpV4~`9QMhE3X)7F{d}_-laUEkA`u*ftBcB<=}^#DMtk;p^zVTTd8hl zW%%xEEDPcIqt7N8HiQX)XJ4$S_ZRBW-XFU`rFoYEfB6OmW8wUJWgb!~J&P`L)qa|( zk)iHk+>Fdjij((sTIz7<pb(P+gc<|{tO<i1t+O-TKoo;%zaTHA#W~i}xX$)ujSF-! z>U6$G6npLEddymXV3(O8WcSuO5aBae+#W9X;>tNbn42)9oxmFY%O2qZ#{$FRh3S#p zD4Pm$FqKNWV>T5(IM6Sw7_s?92vsihtlXac7na7gul}a1K!ZA~T!1|ywQj{<DD?Lv ziOuB%jauFZLVZF)y33;yFHQ$?=2tNW!G6Uw(s+(nCacSvvNk8Fy+1480h9P3Vo%=S zvVSj88|8GI5xi<N-%uX6>iI$?lDBbts}+3+Lk;&Nbs39aEk)dIPlAZer;{b~u62j^ z@;&DFWJ`yWk)dgBv}4o`=_q#d6jE_u1`d(ZZb}80ZByGo+c(;<@6vh4-fc^fq-F_h z`LnX^tow6Fs7+}uxybx3HapSU##bN0_bT6<dPC>{3yh0tXg(O)TN79j;3c{c$m6AO zAdndKZ&4bnb53`|zbj?WQW|<VtyZnk{p!81JG!d?NjOtH@Pitn!tF@d>tX^Ml_w^( z)3<RJnpU=!GGz?~bg_Dv_?w|dK+i1(4(kbQm2u7R*@1;92y@?nqLVcF#W$MoUr%ab zs|qrjn`mWFOKQHR+s#<<V<V5FHOCeGU5!qy_kGM>fbF|uTH$5!xcq?tVHC(f3Fxet zKStp+R=54P=HHFS161OD7o3DV=-t=d9#~CF3(syyqV1>}z#kcwPAJ4I8Cw?Gr$<OQ z%i&FYF!&3R9lcs3WSR7dsajzATDRq=0?R$BJ~C15wek)APzEEl6;L!xmz&vITU&P> z*qN=DABQe({(Cq?{Nnng?M02WTq!abTYA(uRSC4e_4h+EyvFX)-;;bRjNhR|pf0ic zNk41IQ}N(6!5V=QPU6WO_=<@T>b71E8PKvB)(96_W_Il7nP(0MxMC{w;k2rE;C2~+ z_zUzr@U+5DHv4UZeOsVM6EHF|Zk4#$QfiHoP>5=_Bd0Fd6IGUeI2p>7$%L-~`MZx` zf8?0Y<Y=7a`Pqv3^Z9q07Wj|Lj}iw0>m-WQcp{(c=4VNG`@)0Qrm0JaO!+2CGO<~# zBsO{z(khc_wYfPtIVJGPDT98yaMDpZALpgkavJ=@6h`v-9~xl|RA^EL(ZMb7WKFmv zGet23_vFQ@(D+{Yj#Lp7p%}ak*n!FL1;c?ap`>NvS|uN0KgN&i<94YtW_O>EO$lm$ zrk!Sw>@ihaY|j7j0}6~ulgsBKWC@4of*Db1E*5U?)LXJr4j}ct)&UYN1_J4D%%caX z=dyZTIW*em�CbUs86I(EMbZgl!q_NjbP@d7lWUJyi#&jx1h{v<iw~apOG2(~}bk z{h2MsWaTi&Jt(L&=P+hbtEoC3<*CrDL+a`E=ZrG?s8XLi<y~SwaN}SlEPXB!5AC?0 zPNgZP7mkO5qEj)$@}KZpsc0L;<Lw1T!9>6~UtoB+G57&yF~h+~<7qFpb@oF%g?uiZ zZl^CJ#QA96uPWiW91PGW95!%{q~;)@92`pg4a40_wWmJDV#%`B%c~;VcR=HK7JcC~ z*B@}IMN5h#am_Ko>s4qNS@2ozXz8hPb{d7N)aNi3Mz=K1`p`D|&NdGtnp`b>W2UsD z#yr;DGjuEZWKYbxxg*8C<M8>=Qp_O*20c~KeBa6I_Egt@bXciJvOki90(3A2j<A@_ zY>wucz~JNA<hs#jUjzcyrAy9mU!Mr*cL;R(BZ3h&7E|v3r<lsfvAb_EsVghh+RA7; zPP}B_%6-f92=DlK@V8KvGOF21$tcXJHv5?cy^>)4GtJ_C49_6-ckMpu1ChOf<D+Cv zld+LTCUX<{^>0byUGYDZF(+7`R;Z^*^E{<rH2WgHs{4##cd_2D;^c7S=tRsgDRYo% zyY~OKP+ZK;1B2IK^mV`BhJ%%Lb#?X6c0HIVoNH~6yk87&jc1o0&EwuVrfhm;qEf6I zcKcJ(XrwHI&2!q5X+^qU`nNMGrBUt92Aj7T?q0%w$Bu5kGppj2!r?nC`8^!*WM(&Z zqqUW7%e|2=M~HDj>6hhw6~Y`(Y}))auW^U?TCUa35T|mj_RcmK)BHC8d4REfk<4TT zn(DLeuC(dsEQALacKw6CaL`Z~TXsJlybq_D|Mba58hQ1%i#bE>Di#D38(D1`IjM(x zq8@(5fYf3x)r9HOgHRqD8}s$`ML|V<-45m#!EDqTc!ubQn`nVPB#dGQJY<#xR7v~e zMK-B4?%}=&qB$`63l#n-!d630<Ip6YvM13H0)G#hJMtaPkzXC%gS%61aE7RMwxgK6 zw0nOx;>13qqoVh&<3_QrK{r@xU}#%MP6zrXw8*97_?*{5>FC^It(R*2WsNX2QCq~} z_J{`&_!=*C9S=Ox^6J$qFaVAI<L}?U(R?sp2nc?HHjWH<WW#KxbQmDqNI1{42$-B^ z>bL$dy4S$waDf7K6+8_QiaX+1w?p7)!PRcz!vE3mmY=P~EVnmMKnjK4>P?n;VU;k1 zB|aqYqU!UzPt&>z;flAtbN2LgoyD{(Q|w`aCigRR|4l}ZH&bi3;`{*PmQ_F-kG=>% z#O}Sj*a2hBB%GYdzz$rFe@doYMsgDX&FzeNrHr9%+`RP-HY#8H$Wu)=kr+F^(LDJO zi)QGc8<xAN@>dg$%s>uZOX2l2dqg>kG7L*=J~!46Q7eMQ#VW}Sfo-yvePc(=S>*xR zIQ$;25|<bw%4@@$s}PR;-d{EJbmp<sw!SrTXh0QKQ%)E81<$aO8j!Ml4>K7A;kE$h zi41?XMRSVxoG?`uNz)^#6xZRIBXF(IU5Bu-Fw!*#<?+ns>t~89s*;7vu^Ojs;yRY< z-Gq~2dp1;tKwHU@A_a;43A1-sMtScOu-bG|9cG{eD4pZzZUg4+#P`G!E1}aE9ryrL z(yI;_nG!5f`Z1iezv2gso%0w7<otM+>8v_X*JaTj*LR(6cem}JC{Q@e>k<hH`OEs} z4lw5_F2kYFOmd5R=Z`$84-xUc7>K`Mqbe%aMyhQU4v@-r=7z3#yvBiX2m|4_W$W%S zx2GKmY`f`7Hr|&YVzgh+FGstQh2%^un5OhvWY_l(g!JYezxSef#8D<J)hVmn3GLh~ z8=<O1E@Q#k*j(%3cgJY0jFLe7oO`zV3ZBJdK+7BB^LyE_b4nhFz0In}1F6OcVjAh; z>T|+|8re7aJE_ru)Wr{vJUx<s-#U(lCHk4I>z(NB8FY4o7V(R_H5>a|rH94so0D7< zV8)*hQ4qS?#Q7?YiZwJlj;(3dh(5S`55}}{`jJIP|3Lc%6I=+@zkNnR7V7KUy=(ux zZ_Gz$K@4IpclfGH8uOJYCrR$Zk7pRNKWIs3lIy-A8|Q|k&rgUq$r;7+x^4<lXBvEl z#^$4k{`>Q4_M9VUCt=o1QU-3|SPZ2xt@TB|ogU<9zcP`L02;x!hEXBAo&(nHg!b_{ z+_V=cg4Ff(Tj_Xt)s$n7gA~Epd4q?NH-4~8#V_>3>u^!|0UZnXymFD#5fWlSNyUd0 z3^`!BN<@JVEmbP@&Fvc#6p488We>sl)eCN@EIbS1^?kO`kAW6@v-G{fRwS~>h!;w6 z-oFGIjT}^cEKv_n12^+reE_t`{kJ{Ujoy3=P>5%Xo{{caUShrZxINi4^G!^MLyl2n z?RZmG4f0{`Zzz3Q`TdxZeU!Rai6usaVGNb5kC&7q)a~7jAE?Z12`3`F2Eg99SZd&B zw(F$YGWtTWiVTc*+RG%T*X2(vEmV-X!oF_}s6kNY1Z7a(dM!dSKGr^R8h=srC^AVA zG0@e2D9*AC9$=hx$JI)BGm&eG+fSUmLrUpB(kjQEGV)8;m*j5R@~31I^3<GNng^kL zmtZeODA0ePUY%ST3cw%S@{<ffy14KW{i$WFhf)!DiZ|ry(O6Vf*|}I|h|28Aw!?&e z`U*;>h&j-Z39%jS%;e}-OA%H2FqyySa7I{M(v8*_N5h=VhHbt=*F}0aE#akoz(`5} zLNs<HK56vEQ>qp7F8=;OA(Rg`m_p@GKXlRQ9rkH|AgxG9ZR){VC&K#1+`|>h<Gapw zf-M;X9`*=W7E;7K0iIo%Tk^a*nrZeCalnNs#q)MZT|JX3T?fq~L{w(~dYSj(T6Yz2 z22!Q!wut8h$K?&B4CYtrVqBtVw}xocq9@3u+kLrm5EQNa$;$zgj)9;i><08)1H%_g zd;7g-l97Nk$aHV)_m}TScCf+yQF%}w;hbOVNF0W9vO0qTj!@j~^hZijZ^a5SPKEwu z(ngIGab*VPl2<!7tkYfh=|=Li8pQQ~R@`e4J+3LxDrX0Esag&y`gGO7M$S0T!@Xw7 z#&4=V)+2Z!<=}Ve)>mG)jdy0rA_l@eK?-_5iW*7B(<$La>py}5_A?nU+I1Q|OB2oE z>vY{Qe>D<Rtn#WFW2L7(sK?O_Dr0Z05?jKEoW=SM{}cwcSo}qcWDG6$?CC%OX6C}t z8yCo&9Zg*X8$;zut30?-#h1Acoc;0L$Kp+|=IjW_%qGiOB-i00@&lw<t}7aI#(RRr zaajB-m_9;bD43ILjc8$!q0S{ViQ|#B6>3E$np}XVwvJ|4$ATl)NsEGh%fRFOSZrYP zxS&H`$6H<7B?z|Ll3{2n-s<u`jK6w<R;iUZU?rryeXy1~QW<e{?$h5HNuMb(hxN<| z9l@8#QVW5>$Ax~N->43|-~-T67)dM2#^IAi)Wa2A^?0-uQpTXg+&-8g7MtHuIMbRg zLwvfIXZDK9uJ!{_K1QL<na0Oy?{Z9M7-ztADbwr5s@e|lhaRWGG<c5vaXG5PqD}w1 zYfS4X2nBM=SEu!;{WKE{F_Thhd~#LP<HfZRVoddjtfK{(h1#E5(#xU@1?t(QAZvfB zpjO3thXC~*lM#i4fOp}00x>v?t7wp8kc_QIefHAEY7wJr6NGR3eL%UUCWEFYgtX1# zovzMOv-+uXQYf4>+resonssoy%*`x?RQ})HrK)Ufw_ibf+(F_V?RW4k83L&~YD_7g zDb@$LjN@5H*<-~%Csf-K*|T;hrL1MKBZIgqj%ngJXqwU~<3VU>_;p);phh-82P)P= zGB+#c$CjT2y!`Q=I<>hG0@FG`z8)ggenmHPfcj#kmTgO@EBg-mgMPr7AoZ1zP6Fxt z_6H?PfwHO1@S3g6fQYinu}Pc%mg-$hhF5krr9RQr>iSMdX)3crl!zS^nIFK*gXn9~ zs?gZy+Y@{@{y=z>lJ1Zi>7jDW|Igst`_aJ#G5)XV`k$fd!VafcWqU#5Q{)=6w_kgH z3l+3Qk*oV9V#;IA5!Xqye1gS4rRu>9S6GG5fzi1Y15&)dKP-C1BW#^D!yHxacC;Xo zIlzyciKBBEd94QNNBOrk;hxY)4wla++HcZTtiV*EeowGMZrejv&UhJZuMNioO$^Pq z-KLXxwR5B~B$>H9)Dp28kW>3!fqv4En>!v<@P*dSX0Iz2nH%?i>p=%~ab9vVa&`+D z^XrCp0(D1qI9_XI<5L;g_;jBi1%FK#(a>RUp>@2v<dchC%c$XwwJv>)mUkMnKPrah z>cMatpI+v4L@E%MiuYwlhu`kFKt0;s>6X>ae2eJ&W!JE&D?C-k`oI*Oc)<l85^yBe zr6C~DXz}><D?*0D+Yt*rifh}~&~wZa*Z#Wxbl4eL=S;6;<DaOhs%U4cpLcvo8JFEX zp<p=$6X!2E^^)z6IKdu97e^wVZ;Shk=pN^I#4K7CT3%1+NBMUrrC=88XN7*%<=4G` zt{xtg6ibqL0TK45yBqGuf<aZCzud#PVlJ+4_N(GhGD{JPSF@lhR(t!yvJUUI{@w&f zWK#v-8zD#R1HM-Pk^H@R%60+p)u52x=ylRKXI(S2!VdGd+7qnNedA(rMt!Sx4pwjZ z>#p6K_X^A5kiAs;*E5lS)2_o@?VI8XZyGo`X(V#`e)CM{Ua>n#BT^$10~)2Otik36 zk5uK;ufFtS{9!?B-;z6`TgQw;4nxW9M|Qts>eVBuYaODtTEE)I<zwF>A4=q89X@nT z5=}3$%1kn+H~3Ew;%&TSaRm<$bON!;jRul#b8SfN?QO=9XrDml)P)=K4xk%+_y&~% z4P%lh_#UcdIaW2)=+&v@@x|lC#n;e}IV2#2FZ1gIFRyjZTl+7UDB!CDLoip|aq-TW zlTRfK=7x|!nkFsRx%$$XlHpR!U}<JtHVp4~<yNJ|qSlR0+W*eq;wWj0#!uWf>JyjR z#x@`CXQ*@bou1(i$w2|aq|+hIAGTimaG6<Ib*Qd)A-#d!gTI4A^@M&kE<XKMW*;=` zCKOLtHe{+5Eho}`!$XUg;h3!O&)j%diyD`*Gc^>6P5H5=0?ZRl3w%KkR=dGZxsS9D z77k?NYPD|Ux->#?f^&bLyJ)M!hy=cph_y=bG$leI+`FR(j;Zeam#1aVu~=Lu9jOeY zDIzehYmtWXnIZ~V(&zl6P*5`+iO*hx?oVs|DK%8r;ep=CW}z)1!8q2$2@L0k#c5kq zpHD)XIWC#szcaJ5-6*B8rv5*LeRW(`+qO2yrd3c-KuSOfLAq1vlrB+1q@+PQMM}C; zx<o{zK}u1&r9(ivQM&oY(!K9F_ug}V-~Q*E{chg*&NbJZV~%*n^WYx5>U=ioj)j>y znYEy<|5IOyu#o1J{70u>ggNh<X2>r+7CBK_<rU3ltd#P65ObPDsrho4NbgHm@<XW$ zoXr0#ck}v33v|&_>geb|KeB0sdy))={VXvqbpNv}=JgwJ7~SFJ{Z!QOWTIYSRhl~5 zeQ13;Pu*t4)ZulzMlXLDzT*6`0m~a*atdMJzO3>vG}A{D(8&i)Qs~fZ7@glDAuirq zY$&y&z4}C>O^ByrWmm46>9%fQgGe9RF>5aK!0EC_2==evNjA>LsM{#c4l6mf#8jzb zc`vm~tL85VZ8FWCZ0eLh$hNfYud+3yRY($t(2HZY3WBf%XtP$%lDx!myMH8WW<fEn z?__e`2@t>o+~KViPmcCy3U2WGY&UIvABMn_hW(y0VQ$fy%u<Tn^v31QdZd_?TIA~B zy3f?=bLZ!>e`=B*PLHFZ74+LT`{5E1^H{weQtn(-ww;Zx#Ns-AHuH=H4ZA7$SNAzi z+JXzIccj7875hbh*jd|ayp=Bv;)#^&iN1Or2qU=`nZS#QBc2SdG#1@%@uUHsy_~^? zxkafmz=>k`HSo&XcqN|Bc!)%JcsQN#nXQxi(`?uL7JXJo^~fi&93JZKxma#aN?_jl zSd*2&o5jVdF0e@G;mTz6`734h+B5yJPVSJ@Dju=$Xvc~Wx^Zn~LfTV)3h!<zeUAKs zvIgw7{W6zWdQ$1|T~sEOuq*ba0{#iaHnwb|+a?REah5^J+1a<C53a=*n}A+9Q{11D z2dFA&<r5+n4xmTUhP&TO98ftdy9dzcI#a2sznsw)Q%@p)dta7T*7&h*MT&jY`|i8M zUodi4&$H(;S!@}U_`ih5!epSu{DEZ3+^51XythOvNj=xFF8TE;0os84FqJ#)VUFuJ z^G<v_qPL$?*T>na60K0j0`Mq}4<4mtJ`Lr|1cV6ms`dec#PdzBpVO$&Q7KvERV$j; zXDY5txZ^4WSh*R5aALb^$JGiFHwds1N!%<i!qQ>k;ABE`88lVbjYJcNj_?a`RK1AQ z=F-1cjw)Xu(v{6uDiB>}e;N9xt;2SV8;;S&ruGe&ceZ;xLdr^w1V_8OhPdV{8Qqrb z@#|ezy@=h~9dUDSP4&kaR5=8v(@4orc1K1=LeDM`LHwF%m>SJpZ2tZ|1v<@h`S)O2 zKY<UX#PifOh>#&_V-_f1Y;0_#?I!@1XE8OwvO96*iaw_uRi$fbm8R_>l{=2T=cU5F zca@9E>y>yT)2^}0p9OyA?>qWaAl-*j)|ALxJ}CGY1d#W74WrhT)o8cwmnFKmq2*db zb|yZzN#Xf(&cz;)GrTQ8oIy?{0y<7lPELsV>~29f=k&OB1A?ss4j-<;+3op`fUGRT zq}kDjV3<<*??rN1`L?Nf%z7+XCdthjHO!Wpvy+)#<{q_r@M18j#0v+7{DHS#R>ky> z49lBTC2R^_rR0C-N-kVLA^vZ<5+wk^y)_c=z{Qh7WfoqkM#g5?B`Z#Cl;q)kj-^pF z#2@DT^$jt@f(q8~U&OxzdJB_>B7IwjAf*hH1j>ZByT$<!h6+SKd~SPdE-SMw;gpJj z<?G1=6c65zejU35P&AyyJMSE*4HRnYe)KD%^0M0F7hl=uynG7<aWQHize?sv7f+p0 zs;T%ra<(FW0XClEa`~^0`G6GN_qezOq^#bbH$SS*t_yUYtOynM2TEDQF*n^sEguH9 zAuwp8NnmZe>fG#PWE0}EXw+{wV(81BSXreCytPavvpS1Bd{py+D7oS6f{xD8h%!<z zaf7>_>&K7hyq9^bJU^Y}ZkL0nIB@*fMEUduBir83<;Du|po*=;C-rT5^^YXFW_)>i zYxxci5a57?BDgNJf@I{=$>WNyR=%T478VJoLl!6+Rl3tZiwepv#fWtYvy#5-yVteq z+CC+UaTV8q8u`WWy;y2R3QK#eg8heC@5{n>F!euG2-8buRlKlEz_i8FvU!S%LbFes zK}e4hdc*9sEY|8xxN~7K7vosv&l!Id|A3l|hLvpPrY-v?&v0o^EjEY{_}WjtY`>BX zoEg;ONqUWD7;yRLSDZD`KqUUTPH;GVo$*fN&Qe-&X=I{GV=YdcXXp>^@-|BJimCTL zzJC?c%ws`~r4wfCO;t17i`wio*~b};KO`QM%(NgnV~Mgg<}$sY|M60buXB<C8jp>m zrSQYeYIFofK__*9R5XLCC8z{g#>lzwXV)*ycbJpQVHH5cdfooTF$$smc0cc{R)*Jh zi%kwbA9q9u=o-J*jA68+PON>We_g=((&~D1H&(`ALB|-kXhH<M%vYH<pP6y)?ZsS; z8_XwY4!WkL&Fd4{Z=_UE?V+@R*6rb*q+8H)!KPI5QYZno!DH|MWT|PYr!!ELI%{H@ z4aCDThwYz;TJu-<v%C(o+X=t)kgmkl(QW^SjR;OtOTh7MSyOT;gkMWR<0?hB-`wD< zZRkv8DtHo1;ZCfJB7up<{ai{J?rH6mhWF=9l`RcT5l_7pl2KSIOsQ&0aSfhq5yZy& z2H1aje5%AOhkaLm`Goud#>k>)n!;+cIeE)U$do`Tbm*}y3@d+d;Xsk?h)XiQ+IRzM zMew!l{YO<5S%k43jOHnlbNBo%tgtdIbD>DSPI&PdzrdDy)mCtg7ist*O}Qi#({6Lj z?d+UBke}tiN%bxa)~Bt`ZG>K_w~bUvM+(jZ*|Q~YN_za9*^=NF(^BTef$==+;btgh z4E_F@BBwbN7L#OaPlXt%<P~7!-f~$*S5&mL4<zeqs=-&S6ZuQO`czMRviiMk=Gx}g z%Z_(K<=4FpitzlP7gOM2<q&Hu{*WAOg}DH?&t+z4jJT8i{6Vch#ym<Am>0i~{vvmF zXTUwKdza|deM?3r6ADLaIQ^ev8K>v|x<vYnTmh>9Lci-<Qft~n@qYM~#D!UbWZlh^ zFZ?#&r4OlpI6N}vMXH#iL*E0OwB4Vxp+HN5V&ZLy+2-lBcLwZK?+^#Lwdtz>?4&#C zwpXd{nSJvezs8u!L0rXO!Xwjs3(CoIa5U6dv{C?ds$3*3RDJ8VFFM3hevdx9LP^(R z_Og75g__=P`_^33c(7Nw<S9O`2HpU_a)nxB>0b?wN3lXFd+7ph*U!#KEi5z4R134P z4a#9xQ4>o1$gFeadz)Zl8`_VR5p+ilYkb(8zyvevEU_acPzioo2Qn1lEHZ-ym=qLA z3s)MG;2lf&N(Njl;K}3>HQ0;-pO{*r@^eAHjZ_bs8%<ibm*y((s3ZV5^BWZB9Xr=s zFz2IU@S(Xz;kqr=$psY8EBcGEinE-eg2t<{;nht?XdiCv;axu44u%SJfJ5Feo87+j zTjsZK!!$oSUb;-K;&kqLYzgpBgF$4@RxJ~a!dHU)XjUfznevPq%$`@h#+AVI(5!5E zLtGvflfw|ySa!OS>G7S>0fI-xQL7h8T%X5vYHR?S0%q#UCZR>^m$si@@b0AwB9rIR z(aEi=L8)}+ed-pRBS34OLN7NC{VOfj<Sk9zev|5M1%IA^2F}wJiZESNJhH*2I^WhO z?n(76zT-wV(!PP03d+Nxa}>UdTvKwh1W3b+8Ye1f87@_4ycCTc$$<pE6K-X9ig(5W znci*oQXZJp-+dW>iYwp<Rz_~j-UZK%dGj-LOr_s=Iq*`a(x(p#6?J;E$V`~Z?gE6S zfk($5w<l}x7gpap5K^VKzkf;+^qeAn@^>e+!uC_HpiEY)9$u7>=+Cp1-ixk~!*zib z3<wI`z`$UAr>|^7bvVo$><L;=Z2^}!SxXkkC)PvaphPIKDz5GS*);u8y<L?+6-UXQ z^sc@d;a}+alpVJjsF<kxn-su5#C}lk$Rt10=;3g~d6L+s<97ciiR<x<L|4*6Gw)++ zMf{{II7`TL$YlBgkMNq-zDoEfKl*pvx0p_A-oAg)D_>}j>Elkv=M&EjPJZ)-9=Zgi zf#n3@H>$Rs_2;vjr*AW#AjFkwo(Qy{(yXix5ss(y&Je+)qGlGI71s_<emOo%+7_P; z9sR>qS40yY!#F^$V>8<fAe;3LJdqRch6WL&7YCU5i06)uab-5D85}9KXC<HFxeB4V zdC9%1v5}+f@ZI$Q&mGt_h(DUsL#tnIJq`25uTSPA)-=9NwY>?XKp-Q0I7a}~am}A! zV!F)7YA*F=ph0Q*A{lQ4a0Mmu=cz}hl17q`4j1+e_m!g@OdW3WdaTAYzbY%;K6zk# z!uN8l<5}KD)6qOpU>NieWXN7yzkn0@rFOu3rngrKB7`RJXM0z7p?>EJG%%{U@+83X zW%M>ggGIe3l#qv-)Qs2ac47BOM7HWu&DKjYzN&*Z5|z4w9ol%q_bpDe)-j_cw?|q} zE>SVv?iaDdc=-a>q8A$Zfmy2)*5cEr7iid*E*UiiU0WL~4+iQMcH0?o`?>Omj*=-m z6M<_jQ)!73t}~|ILTq^l^YYy~$HoA(C98KKCK4d>A0*p52>U8NQX+Ax#Vmtupj?sY zaqsNp5ST#Re}2X!6LgLUy2hBxmj{uKv$J!;P2KLF=6QNDcT{oSr$w^yP>=tjJVcM4 z(w2EIpgd41f=ZM8jJ)j$p@hL&YB9=A!BBWDvkT=^wRPG@-n=}zf%k>VqEvRd@<cp9 zrjiN1Hjsk}@4g0JA$uSnipPoTU)ubRiN0KYWi-5i@#R>LUl{q1sh;VVcy^t4YLm~u z%S&rvK@I#*TU|7ZOt~p)MdFz{qpve|Vm;F!&{LUQ=bk~Q#{nDzr5vzHWbLhIJRlDY zz5V2#;^jxj08}tGQ44`fjlx?|_xLZxMLO5Vp_1CMT3DCbuy{i63RHwV!+pzI`YhA+ zUJ$%{fJ9nTnABOilrQygKJJV7u*6!ZnivZmqID`x0N8b{4Nxlq#){@kHV%GAyXDyQ z;+LV>v>E9?$k36hUdG_%_bDv}m(ZClM{ah?fmIieN{}HbHMvH6cZ~s>VvaOcJErQ+ zHJr{oRkm*D(<%(4nN#^n$k=8T$CypCtIBGj9xEGad$tnQ+#0d_A*GS_sL<h7Y5%Fy z;E(KE2WM`(hNE(_SPD=}1YW;>-~e*>@Bjusi^<x<#KrTo<IRD0+61uK|Bw%=Rp=>7 z4OLyyXc|q#iN4O^SmatdwKq8t@-g3%mOzf3wr}e=?wxRT(k(-kF#^vs5@tRBiR!`6 zUq!Kk`^&0;1qw*Ea5@t?=)@Lls;YV`t@QwuaR}sK#6qr|fFLl2K0@OM&nP6DTAPlE zP~lx_WZN40yETZ-C)-Tnx3!GBY7NfkZz_89#Bt~>)nu`-`6raoxo?La)yol8cQW}( za;Bs~AC=(^h=G4>qg}Xwg@q+uy}r5G14MD7mDZF(t~;z!;-xsDIJcSEE(>uVNDvzV zN{VaE*rRFdp+Nq`8P#~tX{!@mLl*R4K5TI{gSJjui~`)4%Pt;R8<#io6|0^v|I$?v za(l>|f={hoq3iww3e6|LJ_ihH2vt{03$&@F*$J?-Usck4$h|9>*47i>w<u)4coD^O zuCd#hGAjU6rsQzR-l!s_DcB|7u{%Ee+bJEJ!R*bj!%^j)>RNU8I*rsvZP2&>>-ko; z$-N%VwCJvh>ZNPwhA%O09UhBe2%8*wR*;#Qcd-5eIT+che$c-Uj6`Bjo=`&wk_VJR zib766m-VNG47z)MSmZL#rl+T0OmSk`A{O2gKKRad!RE)A$Ju1$c3hE{GKr<hFFW0` z6bC=t?O$Egb7!Ylhpl!@T0Xs?ePFB&4ft7SB<S~4!*kch>sSU)xv{Z1A64NC*}Rdx z*2sQX$~4szM`LM80tNWLBjYFuX8%<H+gOf?18Y&5+XfWP1H-}=!19C;v-tob1}p_- zwwsl!5RV_uwHfHytg5NWJ5C@n`uCXF=)jiy`^U_4$J;W|v<76{YlnEPKVY5`3kjJi z4gq*sMcM=@nfeFIbj+G}f*JxE%w9fh4Vq<KIx}>F%-X#CCI_I_b3f`;KD$;y>EWyL z2LF{w_fu!}C;wVQDM`s0;3E?k|7w5kY0{CJOf3<FqV)a|A3}o(43TLMCwTumoPpzX zVxJNvy(b>8?&OnE0$+pwOmY0P#T#7dPS%;%yK*`{I$`r0e`(XDgD}oyEW+4WEkyp< z{szjIXP0Rz<u=Obgpx+mS4Rm1=<?(n{M|)#!ph2xkZ!F(GyM|H!N5%Vd{^U=+oP`c zwMyHfZTEH-a+#A_52Qa@c6kOLL&T-kXNL|n9obHUlV*y%u7sD#Py_^)#s;@g{qXbQ zOp8lN5nR103Y<~tx>h)UzzQfpBo+ntR_<#Nr;SGymgCKkso-_mAcGfV*c?JqW}PNv zVi1$6le7|CV1IWn4zXnhp?344BKF)JJTJ3QeV8$dmzJmtRgE5oigJw%8&P&UE{6=t zrJkK`)J(5ij_QjBa&p!&IRKJnWvDRO&aL;RgI64|s};K++5yXzDh@eHR$nW?BdVV- zUj-g4LPm{{eAT=yI6^vt#~nd|!P8SU=NG1J1&Umi;MWT$-NLWR#j_hZ;iFCYe6GRh z2O170k+TJ8sM=_m%(JL3xyN5{1#O}MuYj`f>x4jxE;*Gif=~iFD&bN$S74dTx7uGF z4);7gO5}?*x>Y3qy5}~fl|eYOTpK@6<3ljjPRyqrb?wdHu-6#L6ao~;u~zVXvn+=u z+!)#t#Npo$X2&SsS(HaPb<`%Gy<*h3XTcQ1h{<LCkUJZn`thh|r-Gvc)k$9k?#5XJ zy?{?JS-P{Wg)n*3x4YAE>9hL<4gL0RLywoNjwt()ZVv!@(#ID)I-(;91;=@JIqSNu zC{`C(?#LLSoYy#SFv-ZK(T%mRA`3540-NORky^<N{U}_Ig55!W<&OxdN5WJy%1?*c zB8Fvk_EQ3<O@I5vPhFRUPkMc@{qTDLurI0NYGsi|Y)x~%i*3F*jWXr_B{_b2B8K=a zSxt^ZCTHeMmT6@MIoLO(mnuH!ajK`CU6DfGgXxu{oo!$I>p*LQj6sOE>m5>gg-@c+ z6?lTeUcHg{97;-7Ya1aURnmO%Ez%7Lr5dPT6sM2+>|kC&dsKs=Q~8#1f5oWUTQqR7 zJudhF@MW5mvaWG+v48RW8Lh3%?1MEWnLxAO`$CuP(0-(z()BrXU(Z9YR7;>|eQtbq z>Pc3qfy3&cGq0=Q=^U^bvGKfk0i9ks)Hqb^uq{L1c`o)1^c`*w?gKx<>#v_thu-_i z#?l{c-{&8G)BfmkpRKBtV2Yrb(z_S5#Wx7eKly&bhJ}B#ydRRNh>iVWNm)@fO*jsl z&bO7dnkk1%J4I_wttt3Rt;>@4xq@J)o6G7G)*Ghf71si+$iCf*g7yW&)es}-6;Jb+ zX$}QWkGUQ^>juk28_~dvz+Gd$zmdNQkd4+?W0e69Qa-TVd6%%ovWq)J)r>DTyLrQY zVS^;NX~fnF6Os)iUiY@{%}@vp+$HkG*M@$#8wdLv4TP_?BR<W)_-0S@^);VT$*s%7 zVxv_}k$39VtBBmf{R?i`ajfKy>Us9e3vudv4}n8Ukb-}Df(cFSVMO0nGu)g?7lH03 z6^5%Kw@)Tj=D`ZR96KY4rK#y~68aL&YTVOUYG6F(C)0hG&8;4aUh@n46q8w}&3p9p zYTbGyn#ULA7gKo@J*G--6VmGsxkCztrYRI-L%0^#JH8a+P*D`MHz*t?7b2X#itlNh z1OZ)vtXH%wfij^VbVb?ItYF+0l>4bZTa<d9-YTtCt#Yab$)89g*xN6j2a}T6)7X8~ ztxH#DWF`K&JV7+R6yW{Pmr1aM)hKH;-bgLP;=m0}{kpnAe?#(z(qh9d0dw{t^HRIp z;!<MyDl3FGRN`?!8jhh7L`qlGf)<psC^-jM6KDqU^tAbLVP_3HsL?wO<L9rva0a1D z&QJ}mC*ZXbUz^2k=qxepaNZAa;=AEWXd+;8om1yt&Pi<Q`8^32!H6m+Yi;F6flL4l zxis;r8Vw#c513kJWUB4IByp|if9EpSA7vklw^j^}y4#y!IPCYBQ?LK^RlRuqp|nzG z{Qc=_MUph)w36@GpN@;_6@Ljfkvw+e)Wmp{A@_-+Lep8rhV|r>hgU$XC5+_&8;6SN zKJrVU9s~A<tCuleB9@Lyt*GI0G;KcR{<_?tv}Q$ZgWvXP4@XtAKC}Z?*_>Z^>3Au# z_njz%P{#Rg@6U*$%kC1z=hw34$Kn|3gqZi3PsaE4gx$6|cE8z3cBK^5TTfBg&ATS{ zC}9~Gt4x@F8gEL57D4*#Z6!Qj-Z$r$aH!P2_}@Q0!Y9SG92d1<lCUQ-lKevQh|)O) z`W=<Ht+k&KzKeW&kI!x!Yu|8_!)S`|#N?P`dJ%OZ@Z)_T2-2hgcHSPz_%=O{hO@WK z6PPOy4~oapj<cBR!$6&;yl7$Ms(7to)1ukNhFO;<3zbkGr1-o*Q?0mTTkMn}HBa%p zXh3MtC_h=5C%-<MA5s~FgeXDIga+b;SDwG^#m3YLAnLH&dBeXhz<@1$aIfo@Z|k@0 zMM*jKNy)&x?O!j{3kJf8n3Ql|XJ^OMIPjB0i%i~xu){GhAZ^goBh81EcN^v{8cKKG zOw2anCT}lh*ct`~`FwOR7%hoE3;{z&EyVK>ctrwD%zN)WJ~!^YnIJ^^URNELf-a9U zkDF;I!W^y0mTTq?Z0x6J-}=4${O)H-LPkpM9ab`Tetd)<zIN))gq9YdsnLzEr#C|L z?ZhQ@y!IPBqJrN)z4+kDH8Nf>t2^mV00h$eYOwbZ_y4ewmR)7NxZ3$j&~?8Q0VDik z{Lw%{p6iZ)bGMTGKDV>p&l@0>j|n?G(Bya;4GTvlFNl&Ch3na;(b5H%!UJcA5Cv(h zxeiQ`^LM(`aOz2+H)$lgfM9iFN)u1kmgehr-7k!jUzmgpnao@JN2?#a8qD-)7-Ujb zPRFgM7jpMTYPW*S^u(|X9O0V@YmB$Q%F(OioShK7)lk>mf3Jz>dGMLDr;r}({yV)Q z-3#NjBzKJT=bykU2BYBDR<9yjd&}Co++=>ea!^j%a=bBw<eBXjJFS9BrDpFkkW5+E zn<dqP{~tZm+^BMmr=%zbpQX78o!i3O^K@WbEZ{Ar2%EZ~>UCz{V#C4k#m*Ppmh#c6 zSQ*$1R!s7cRWzV>6>{H=<yU`{r&=jxI*9Y+3H!bvDbHJhD6|j~8b*9v1N5gUq`3A@ zHhD3c3@1V-RPMpQ&ysG)gS-dV_P13rFIbObls~)QpS#j|2QR$ET5+;FR_<=t-iDv! z`X^Ig3L)SxQxE}{!3>%W4baRlKGhF>v2x)3({|-Pn5(ZHE{o(pcm1y49blNCqU!Mq zNlxZBrlY#Q4%{@55oq1ZuIiJO4>^*%2Ky3A^^G#xWlH~Ri~|y96oS&Hj_379!iOd5 z16dBaD?{o;*aNFvukQM?3NcufMF~zePwG1UMbxN<L*yyQdSG@DBQQ`YIOV{ZUPr^# z!uJC^ycn%mKXqwoS$&V{9(vRgnkxJ_V-rkW-IZkg#yc{$hWCRqZC3UeW};_o1Kr<H z#Qfq$xF}`X)NF8r*uLVY5#o7ks%5$=HIE}SlC*HEqu(yFoi$wz+&-0hc_Rl>C0JB| zXd}gqQsD3dD#vYjSw2to7~roPPoTH(=BTDDe3exM-bt&jwW3+kH^Pp`@_VsY;ftN( zxjs5d<0Y0r2v+E7I7YhS1_XLAN_12zY2k!Ai*j26DKb(StWtYd@`{_D9%TRF6AejV zZQ<oj0HW2|)m5au6nH^<1igSg8exyEb=jT)>iW<dTn7*$-X$3NYx40v^Za7$Vx^bk z8@F-qKZ+5rz|H%&+HJ=6OThU9$q`WOPJ@d%P^c3RKVZK$!p1?z73#Hd_67LdlmR4E z{n4kUrXmBGDr45NH{9o>P^q20m?i>c9JNZ3^Ar0Di_u1Kks*d;wdL=ZOT?itP{Jdm zPdB)MJP^Op>ZpojRwSgVwge5EmEGM1fzXtpl7@x`6=3hg7crt2WIXG4QitCVSMMu5 z9&eu2h;e1|@{E#yO-1LdA%NQ-=~!{m%%mf-qT-@`xxH~Jiw+Tw9uO5l%Rrgs_+I`Z z(5(7l6VPV!)te79zfMW%iejXvr|&9W`f3^#a|>l-UBHLZMogLaqhWwH``lm4<)y4b zFkpn^pV-hrK*ark^~<91_zWbExI!pJQt#?iM6l@9=cV%4%}E1Aa|{xwMnPQO_rXAH zLP2n{NuL!6>BWJ9;X`SuoWoT0PkS32q)f4yN{RwplRwSAea$AZ^D%+nBLBDF`Ue88 zJ@M{wO&lbz5Uva$xH&aRU7eoxe)&=?X%^_6jgJ=|Y*y1;9T-&xY}nG5MwH&;!;E;! z4@3wK+*y8Xls!A;uGH8VyZra=M3?s#niKD|OZ~%zj{>>OhkAiUy>Rwvf-;*5tu+Zw zHIWY~&%jIebS-3m@&Sp&(vm5{P;Ynqf0Y%{2O4t$t?j-$sHs+@oAN<Q=qAwW18=Zg zbPrY5v!lVe=bQa2p?yGl1bM+f!wv&J?SK{V)eQYrn3ryd14RW4fqs*dGX~@+a$h&- zf4*>)fB@)d@c{3v=yE(4t;pGSE=oB6Yvn7ra<In|Ugrvd_xgf9XlvjYWCK!H_ELr1 zI!RlvZcO^kEn5f+j~OH9@Lj~(T_dWOUKH}xF7sNu!_>R?>fQCNi!AApEr(-NgW5DY z2(RSzM~|R@2N^4<NSYsp_k;UKx_t;Y^3@6|i9EvGng9Td>rpBb6XB|O(mjaEiota- zCen7c(fb-@uJ@p72cMNfljVi0p|2*wYw)~>FYVUt{MKJt0G2CsU<*J?7n9mBe})GY z7sRNzv|2FWLJOG+cn0vL5nZn`?=<j|5IZ0W284c1IYG5f@xJJV9k;Sqd4I+-ri#yD zV%X`s!LzqFy_|1(9eEO2FkCWiH7|~jd>-We>myXX^Ifj_g;>L}S1$kcY@s35#oodD zEOub!Hu&biozMrWBm72-?8W8_8_mKGQ+V&l2;CI=J;hP5;i%!2x`CSiJT*5w^*vcz z`{TYL+`nH2<WH|hs7&}uzQF`SEoAnRFnehRtM`IquJ_^Ef#HqehD*GCgMb0bbCcbN zKR*%`P{gGEHe~>%X5)bT+k;(U39VA0xiB<A!B3;wt6In!4Mxp0tE4_kLAK=YL2@SC z%SfvpMg3kSFtZ%vuEvZ-p4)fO-ZLrvGf54ViG<PeK=ar2_DQS7l>=yh&oq{h$2gAt z(xVDpcv)0Tu*e*83|17k-eAs^#31kV_ZL$FoKSv#B*>zO_%p$GFu~H8)MTB=6(oy> zJRtJJ@XgF?ABs_}t)XNHvl~)?54Y|18e2X`yR&(R<Bg0xBbR}Be|UyWhlSjWs;pDx zjvsY=HnLZ6VXs_$>hOE*pTNEF*PnX<;f3p5avrg5_f(Cm_*L*<b59Ae;>zk>QaY>O z=Gm*t|7WQmxWb?R;<U+fz4!M@(=~;X2u-?vPXA~AYcPMBzeg8@(dl!lT(EfgUIYZ> zy1+~VUqkfAA*((CHDdmhiWkU7WcU8#Z6X3^6oK0SRkekM1u?6>w}f3iJ)k|eR)v0s z-G|IIti$z8Gg|@z0-&<JmcU{1z`q+ow^&cshTPx^0;om;-}erkqdgTX{_r2)8zPZ> zCQuxje(Y9&tI7;G&Ha1!_xBeIis~=uLoRwD$mn4Se=+iMlr<Ux_5Q=XP_MDIEp%9W zv^rdj8s+ZJnsl&h_jYGYJ0TU&9MS@RGC>8v+vBdGH}SvjfUP8exQNq9a?DI%;VfKQ zbRs9Ka|lira7>toVF1TcNHd4^Zxqn~bQP5!{oOvqNk8xS^yw{l+)RTn{*ZD@-YLI` zfd-=@7jK7he6{Ba|CQ?JOV_YW$6|uG%#(ItV7l?q?(PSxyc%-<veBJ`-EEq>?2RkI zq?nkHvmpCMR#{rgG0sz&l0tq3`^u**vuSV3AB{If<Y|rmlYM8_UTl_E8LE1vJb-q% zZJvNw+*Ur$_3BrUCqzi#D_I_Y6o(X+%hufIo}O^fd$5CgPCaOV#Mq09imFh!Eq0T` z|3Tz)V5Q>1&gJv3|J>gBOG?TT4SBhIzPU|ZKfVOyLq@cHeXf`-h2P-`WQ2VE{q2C; zUM(COQpAS`;42`KP@w!^4;1vlPrKi677*aV_ZzAIL3+&R@59Y0*i~$jk`|kN$LeY5 zZ)@=6X=i96?+AYcC69Y%<evlR0~<K{l>?m}$C{Y`I*@DrK0ja?URzD7P09T+$82!O zRJZB@{g0T6>xjKk(|eS{b0=;3qkx?@;&XktS)iApg$p?vglFu)M~wQ9UC@fynMgna zFcf}tJJOv9o}%VgzYm5O91LmQSz0Hik)s2jP|i|h8#35ww_n_7nne43cw3o45d|ES zhb<p)FkYephz@%Aq-AB>2MpKO*NfTi2Y_p3d=q(k@xAoliVcF!Kku#5YltZmf(TZX z<N6K$6lT@%^5WtQAdDXwA8$~D4%p7$R|>V8G_wT&VggD_?Q_qGgUf*B9NMOUzsdM5 zQL`zh-S&b4BmsYIZ@c9e!4+kkE*4;&Nl>p`tfUMPuy1P+%uWRdDX|sKYF*0elNJ@d z0Mu29^<P1bN!Mz!Rt7TM;7G8%zAyPP>He_y`-y{XhlSHX<Q@uSy5kZOT3TA#EF)er z*P)z9Ua+kP%N%S`cheVt)aOx9JHPyHIT*4>QI)!XtmS9~R0W}9=|Od2|MCbFLHsEM z99Gm2WsOvQ5+H3RasTlCQu)-Yxd@iutKT@s@3aBY1vHKh=~ySObBT$G{Wb&L>*JLy zaEcfz1)MhIA*0$A!*rKK$pS;liekaeK>E1@1`iMP=D>RuMYOEoFXS9LfmYF?XmNHn z`iK4F$Bz+Am`>ax>?4jU(mbn%>G_31DENc1ZU>GrC@iR1L&nw^dd*<nORcBsW9&hS zMh+xRur6IfzX?JjAo%eON-NL=`g3RJ>CRFg;&TiiZyM#V4i{}hQ3p_86hN+z5NUax z?h-{Dl?*_JTf6uPItcQ}EE|lKnuITt&S8JEH++KK{8wgZG0I$*suC3Av8dQ3l&61) zS?Z3DlE|~BbHmS}qG2F{4q=oc-O%|(0+J}^L+_}(&Q2H>3$==U5JwP{3v3}9?7Fjb zA1XY{lXb`TdNlm}NuX(?lztBtWEFxy{Y)yHqREsqm(L00y`bhRA}%SJyTdu(7QL7w z(qj@i)BH8_Y8FZ_DOG%BTC*AK_NVP%0;X5qc9}~_y$qJ~SDdQ%5O{yy2JHSekjeg% zEfakJiYQBcS(qRMlnZ(QWzPoh3|52LdjfJh&;=|T$J7P{|A}1Y8va4az_JIWTk^}~ z{4pwTYPZ@MQOt12G&MD$_yyu@Jp(y~@!%D`lAx8iu(I;?<ApzaK@f7>9T2OikjpW1 zf^>&=`Lk=V4tXH;lW#0^y8vWK-sTT;JsX$?eYIN*4A^zL=bgisv9YOc-u$#C#L5B} zGeNMt`=bdZSz}pjD)EY$wRd~zrn_T_(;z4IO(!Z<<m>>=`{z%a#xGxN+r*1{w?Rh% z+EY6rfkYsu5=D=1qWGfquixHk2`L=Rc>j{OAlt-hGkx#+-G^U6Gh}I`m<Ci~9+Z<e zf+C5E5K@65WYImTuH#05$(lf!-8Ue><jsEb<m6e7CVBV8#JfgMVka1FEfqXHb^YEU zVtkDjGqbbUxVXR@4pKC5N|Bm3)ReP9lZ;8HA_O!ge!+U@x}Jcj90IcYn|ss!ba&Vt zh{{M@*YSi8P$(%WL2se$?DV+W`4=@Qx5YFFb;<9$dwF?1c+LA6WSOc!Wu|?IXaUkP zxyGErldkuF+s}kHMUm5(XL|(qpfwhex&t@b7^ptIKMHrvGzFWDSKI|E!F14XL3zG5 z5;-!W1+q;3x<z?<4W4icXvB&vt*v`tKN1T%vnnKUQn9f`vKzItI&Dlm@7bKJ6M(oc z0|b|#Y_bjb!z;wZ2aRdR+u%<=*;7_tx`<J3zAZBK9J%}%m_YRp7EWaM3^?j?KO%}$ zNYQU40j@p7lyK1VjlzFd{eHH2gBLKl2;#tu!i4h%3EPvu(!9=G+KXY&lz`q<-U1g_ zHIvbk4lAadA*m1LNdmQB9oLZ`ab`mfVEoK`n-M(fO=nYb3HY!z5^k2_)@=F@k%f>q z1{(H-$+LUrVBo(}E5)zxwcq8)LGGHnFl|vt4CobI9@%Qw(fWOO#k(PMirqx~MEZmB z{=m;IkE6Gd$S<){GFZtk0aq0Y?=2s>7t}ZM5SP)87EG5Y@Ok5iFWbl}^<InllOFgz zw9$9HA4l=w*ZFQR{<$U}Ms%p;5?;sfo|#5TO}!C-jG#LK7r}42Jt5DNgP1~6cG05Y zQc$XjUTnvLpOoI8ONEZI3Imw2Rv`$r^n*}aaQ#9AmDos~o0ES}0|*xZUISyGkPLFX zR8&;Pvhjd)q}^#y4bDHj!t{pP4+(5mXI55%OlaTBg6;=&9P2lWD}qajo#JAXDspnO zvqO269(kTXkR=3}mlkhSv{sN4nw*?udQ=sWkU$I)OFkeL1V{*IE=pkt2XR6?0Q4g2 zb>RL@FD<p27u7X`rARyCUw$0-@Z)m^qmH<y&!1m_htdy<EiuQbwM^>Sf&4FdZ{9>n zd0;X`{uxeZv}`KQ#&VM8>@8$5B;`drRi}V&jNRP|h?m3`>)%~t)R>;1ZvqU-GAJI_ zx$YvshFXyIAro?q0b<=gFswkdnXqCD*2@Tt8X5odKv1j#wMyKJ7-Igq_LH?Ph+-fj zj<Yo<1D3R%u_(Ktc^rmBMXVoO3P#|ivg~7v1a!u+XVmy(>SO9s05$-Ns)S>h;k{yA z5%e3LjBK>Tj2{}$&1U>C__#R4@F+kiWj}jj@4Q`Pp7IAB!)y!@9xg&-(3d5J#tNx} z+y^N^@$p1}V#d@5fyd5do^a5bRDx%SX@OT32B`&<XD`&CD2<eV;h3f!Cq>gLJo!2O z88HS7Euf1N)MqMh4>$UX$Z2Y7D!jbf1G=R9NqhetjX-iky$-|xK?yD-D~kqXvWx&` zvVfO#-|1TU(caD$AS;oOARE?&fpT@%6{HmzK&`2r&Dz?5V-YkP^IRW67D+|8JDLvf zwp`pCa{e|}zt?*tBf3yUx^?lPR@dQI|4t*pZfFFx!R?7{#Px(ZFM(|+&?tNYB04)8 z-;?3s8ZZ4?a2%HWuG!vS^QKt_wr_37Qe>ZEog!e#9FF%Q#ufPpES~2d<1>5N9p=~x zg{GuDemf3c(;(aTERx#g-M1(4%xI+^DX(9%C-#<rhlwB-*cF&)K#49qEsYY4$Zrx= zq{o|t!`M`Jf;d!W!e08qr&4`vg;K;k@Ik^qDa{-k^D^0|9>uyboAWb|?o=T;;POp9 z<^?%AU=|*&bK`MX9rD;X1cf&g5cR8jG<~sM!_eyNWLpscRtYOwAjXJjs$smOQkciV z2ZCL2@!HpcT>u5yVVDX=;sYt9bKyQU-P5|$*FbMZ`fjylPH5NPQNUt@r6nt|5+Qn4 zUqS{&=sR)cn3%P;%JXBsY$v8edj(-(+nKL1BpLwkXzu6$-NT33{EKbF&Rctcnoxb8 zTDv=>BQ7BUwO_AZxTZOa7U$>vqN54GgZer=Oav^zphFb9u+4rWls?Gkv;Msz#qVNq ziD{9*HGs(EJ>rpHSYKBFpAf|NZiCxlMuDhT{;MUx(UDu5d+`HnH;W@$Q>&tSc*2@X zQ$IR7x*0i@6eP-!1e}bOIk>^_;DAn`rJ}k&tCncUN-Qlee+zPBAV7Kb>Q$997tC^L zkTaEYxOkJBJFd00HAY(%p}p`rKYIk6#eh|h1-Y>+L`3mhx%9H__5cKlj){q}tAS6! zf%XQsjs5wO5^PVizD#swWo0v6JpGk{eEDSVP}|vNq$31`E>jn_Wu>K&UjRb}NhQ_q z`%{U!J(;Rea%`a>6$Ynir}G+-Tnznv&=mx{{L}Vgkk3*r(6|e3bwBxw6x|*Lz}dhh z%Dl0$L3>IDkzK<YaBR>jd|Q{enrrZ1(28%}|0w@#PgR5k2hT!d#li9M>{3GM5ZyS~ zKnRa!L1!<&LW>n$LOC!fs1dY^#AcmRfySc+t~UlS2uVdU5K4lqmAJUL;Qppl#Y#0~ zL8;dI&J^0Lrs_ir3)fXO6`n&ofs>!OfPg^h3AHkXP|-;gyU3s9;h*(ig}x3j@!Z_p zBO`O~jHaSQ^z7X?+TshN#<@$YqcFwJ_ZO)+L?}mB3bYaV(8ra~P=N?aZpqz;!+`JI z{JW(9t_TKFGtkWYFM3<tD-MwRoj-wW8*HR&V3xi@YWEAI2N8O3G5?Ew)b((MMBYWm zz{sQzYGaWxx|XCHhd7aM8J<EG^g=o~HpqSdhgV^sjsejp0|zQmz=;_ke<zz>=l$+C zs$dYRlFN{SoNNDO271J)3tA9q^1AN4AyGx*P-=k=ICse1tlB{x?T?;&{P4HNF}0Lz zYG732uBxxg?INC?DfAO|MjZuoA{b6yqG)*b$B)R8#B3y*8aBFOMiMFsn-R8Q$AFp* zpeRxVoNOE&n}_!1+X;T>-RHF0f*a19DlLA^5K2(}(Z!V~3WkL}I6SO-9?5{{DF>3t z<@HAbD+=7tbjNOqfuHqnLMEPP(wU~;ymxebJo%~e{XfGwyVjlMw76i!>K4(lv0Z`l z*mZp*7PSec_aD@nqh^~YZn5AKl8~5fEpiiI1WMHiFeRg{{UMOm75ndr1FuSsl3u+q zMyt%sOcZ*xHxa)rDORL5oDE3Gt|l%n#gJ8Ol=Yd;K?=XBx;oLlIQI|j$yabOZIJF6 z`{0)UHSoVgwDN)%t5QkfADrt<rbEa#;wi~+|338pB*~=&M2cEy6ED(VN1jO?1cs0e zr6B>{wH;8<Lw*O4Kc?hOZ)F5@{Qs4odFtobZHpF!6if`hBZZ&8zXbmys&(y84a7kG zPkIp<wOPFWaDfyWY<%Dr1GJ?vgewoFO85cUnE}eF@OY6x-GjKs-~yM08SUoECqi!2 z5JZ+AN)_`%S4=ukXgIsN&aAD;gR8=4Hy1cm{7x1uA7X_d5Qnfp8B{$%S1+*7bN~oI ziO9(0p{DX{cUK~>zZk@3)%F>K8X?w$Pnz1=UV%RZL?xDy77!tSg2PY3s*eJPYX&Sc zBDx6`5m5hAhZd+<P)Piir$~93j2B_-1|%QCT@IcT{I^1IO^R)Ph=Oo#kpp3YJ={Xi zhTgpbM;J`_9Po}TK;ZNB%NMa#Q;qpxmU?}-y#WIl;B|Hw04lz0piW(Xc4S_dW#slR zrlf4QbC4oT;IpT-U+4r)FEMZqdO-~@Mu?(I_6kcOsGG_{2&_sDG|VyVAVL{>b^ana zVj3t$;K{>!$-*9zg|H?T(qTD(J!+>*bBET&0(LmpIUqC#$q!fXwbX@=ma^1Z9)i44 zne~)zmiQ315?I(6yKz&_JHo=k?V!=88rIa*!~i<SDsVSj?+Jdh-;RPa$ZI!;1<{YZ zLoMXc5cuDXoOTjwYHE~Lkc?}Vc?ZZ657V(S2H-#+<_}UI1MNliw`v*iqjMec;lSI1 zT!juy1&HN#+??zJrxTUe^MtqI{7e9%lRn-=hZ?{~fnH|*88<&KuTtIv^57H8PFqrw zq%m;2WMpL<$HxT*Z9x_i)GRq=jZOhP3yU=HRy`OlBX!8sErK%PA_TzTHcCVOW);FD z#8HD*vtOVWX$Q))NBf)Mpll5k-~;@rgT%t_ywD*AY6&=Xx{4|)S0Pof0BYjB{7LF^ zXUFlAQ_Y~So^ZOGQ^j^A<w5*PMJByj7<T_M<UK&&aT)}M;aLZ(Aw!hrzJ(1Yy0NcM z879(U%BhkgdrcUMYA7IL%Ik5&2^$mYjJ`wfA9p~UrUjDX;8WiQf^tYGOs}rWfxviK zn8|M0(Kvlmm)zFY7Q_yD%Q@8^$Bs!s>IsriSsH;gh3pBafGZ&n3n{z_aOyw;GLKA7 zR+btp8bA!er3u$98fMLKXiXCl0Rd4Nhj+kE4^r3n;dPrq5Q|_DVdj*;W!G*CcLW?f zfKQPe9vq-N!+QYRRW(d!#X2jb+C>JuD7E*G5&=c2*7DNF#~DIfE?J`#LWvB>#2^yT zdS0io039?XZ@Ysii^BTBR*BluKpy_&rx+wEvp=v!0+W2McKh_&XesDfYr!;@AwfAZ zl6|I{H@s?erz-IpgUVk>uE&cM5PTywPDK)D+_F8P*cWeb210^D35I(%@a8jQE2~|1 z?*Nn40K6fj{)EV*Ls|)}NzP6jI8L~9baV*iG!IWD=WGIGeIO?k^Gku26OseEUZ)Po z8yN$+42T!Bt8AzsZGen~5T(J?n<3!}9gTKyff{$eZj%Cm2Zu5X7RcOeFZSe3)Wi0K z3m1f$F-1f~FfI~*0x0hTICKoUwY=bD^FjL{D0g<B{OA;>WDH0UaC)y&Wn%zp(YpC+ z`BCzU+-NtySHfF2Bkx*)a`iT7<0fyd6cpV7&0JY<V`Ct422l74WP<L%etI>txR{4% zLPHFo4$)B#cv$A-cgI1gbn4q_%0#{@orLnh@-)Ods^H5JLPmN%lxI@uL8_oxqy@i( zGU0Z-5@O@=<EZ}J#Q$!e|Gx(OKm36P&7TCADY+O{2HQV2|LHM0+#^d9)f}KQF72=e zz6Q8e<^<AM86?QxXi!m8`+#xXhDSv(_b6KnUBR$Lc@yy)zgd)DhD>E{1fwQ1WRpN< zw7I243R<H9Wd6I3{y**(txF)+4!M}JFe=|(Ak7oSD)<3tXV`{K;Gk856DXO5wEJOQ zLY$2cH^AY!Uo?z#6Tpvlz!pV_Z+pGvfBPG7P5n+^|Bv7JAGhNFb;13I^?|GL-)_J^ ce=vV8X6tXgDV8gO0{_TJJP>~`s_*mv0Ly_C*8l(j literal 0 HcmV?d00001 diff --git a/content/GA_1_6/figures/dt_35.png b/content/GA_1_6/figures/dt_35.png new file mode 100644 index 0000000000000000000000000000000000000000..2adb8bf75f3a187b3d748d18fdf6b81bbb92fcbb GIT binary patch literal 35029 zcma&N1yEd1@GiPUAV7cwNFZn+1eX8_vRD$_3GN!)WpND-0fM_*aCdiy;O@S-JKW*- zfAwzNs#o=Hs;GsN*>mR1bbtNz*FFAH5`t(bcqkAE1Wj0oPZ|Pw!U};Pbi6<WSJ308 zNWcfX4Zos|jJckTotBj@L|n_p!o=Lh#8CUat*(`|p}83|Jv%)U?Rx_o8w+bF1B2=R zJAmHYN}qv5;^{QF39^Ndk~IW^q4oHK@Rujs5CZZ0F3k5$);?ix-p;xIg1Gr;QrDd9 zn^(K~7nw2gN=3PVk+=dS=1fYSOgY(t%JN)+a$Dmu@-bRvn#{@>FTY5V)v%lU`%4ia zEHbNT^ZjF2Zla6s`OU_QyT*g?wc|m3I5z)}SKnWdcon~rS4Mj81%B5O3!4KMUbUtP zS$%lC5J=h+^f-n#fQ<FOp_Km@1N;a+P*T1~l<@WRe5z2SE`C<u)Woyi7tLz;vd->6 zAbYgL>0*Da^k}s!eRNyQQB6h$+grCUYPeX7_js+xv!Q{jBjC+y8wStX_1R8N@WF68 z5;T$iYGZd-ER>YrU^ELY@GTuFJw5%n@$KE6O#Q~R3b-zI+!*GnSEyPOrdnw-&7?OF z7YU!DQ7B9q-Hu@~jqB05+^;)$fr7#WhcT^8mFRpno5RJy!LiyL6tA=0tG3yeu2tvI z>&Lyly|u8j>uPE7(C!Er&X!D;Z3-7Yi=8k9lghGJY5g^2K<NHTiH@E=xJ0Mx_+*I3 zm=Fa*?0kqY5YIXZ{jH$)33qEG6BRr<!+LY@+4JY2Gz#<*32ZG28ZI5Bx_wjCmLDpN zCnb)cf`Wps4|jGDZEfvp*E^_6rAeyY!Gc&acVdA`mGob!RO})u`Fvc_XnOHCU|AZ3 z7gYM9=-BNK-#<se7NQ5^-#y%(VDS2)f9d%$x>|S8*fu&EPQ>N-^QvMfi7OB+dnAp5 z-gvHDduJz;*&G{uqCiwg=!L_{hRgB}F}JhO=3pX~N+oS!VPOKdOPoIzMXBqZqeLRq z+t*hxU=;}sk1v{DO*$fyR%vAGKveOquo++QXuX4V6rD=v;c{D!Y);t3vJ{x9tXq3o zd`t{30U_b2^L`&g)6ezZNU>NZ@6Zo|<k2@bH={W+6uAmT5;y02>`v#jHP)LFt_!`r z0eD}GGT0QV%;vYI%P0zzD^~WZ7B~K-@=_()+1QAk;mP#IvmS^(C~kgU?F?#LSV#)O zXI<IYK>Qj>Ek~(TN;aA$z6u`ayu7p79~-_>0^XTF@NFjexjmmXKZTFebeuFcHY#0n z;Y59_&EyL{IqD)_U0x1d!8kg3To%VugMhbm0f~u(&r#p5JzCvzn=e%`jdaEfFdglk ziGuq3>m4>IR60xS-CKIq%Ms&@ak|LRllexM_(qo-uumkryStRi<&;?DV(&>vNIERR zFDZ^^@anp{)s2nLoua0}U(Zo54;E^KC)LaJ&|F<z+1S`VX|;NN)(Hs-*~}|yOf#7- zb-q37%1IhZ=HUsaklYwd<e*h7Udn_a{3|z<alF_cNOrsLS!i$?J&TLZkuSibQ>hgD zA)osFxeb)i7lT-WUIpA5nivee{3NH&3%JH~xgpl00}hKHYcT8erx*;URaaL_mFW%0 z3eTJnKyCbHDvVc`mfWkVSknbV1d1lJ*|LN}NfV&304}HVn0l4{CQMAsM}ys)t&)^5 zfuP{fi+LiVDFTn7No1w+C@%?psPeW1XkkU5prFthOxRaxIvZBUKaxg?Vme!?J5z3G zvo{kd9?$X`7q@$*BhYZFSS#0(#O>jZmDuI<b(;^`YSp4^I`Fmnhx?nNTO=sgW}V9o zi+TMK;%ud<&Rn%6SQ_t(MYrUhaEeg?AlRFAR_iD(H|M&*u=AD5d~Ek-7!Cft=LWtY zJIQUki~B*~x8~tei^+U#<oVug_Pf>LbU}y1B?Qx%a)<ru)QJKW9bH|13k!?dMW=Wc zQ^-huotKxFEURbBVe82kv$>cCrweil6ubSoWw7Qg!^4dHsvNev@7?ZiWx;L_oH$?1 z+l>{f;WIEWpc8S%I6F-wuv@=CN7tLkSE5y`jo8{UP%bxU0c)y`yShD^Z8-M#H3l&^ z86~A3Fnp`qOG|QzgqW3T00Ywbii`kq!ipYBGe{X383!Eu47l!Z4w~BA+oejhJ7kCC z@)bh^aTqZ1@o!qK$%KW3-jkF2tagPk+iXdRL{jsEy^tnk)$PRwR%l^ml?L25U!#dz zZ4-w*fs_xu#9)~8xfD7vcYb?E2NeJ@nOymTT-=w4{6DZWUGJ_%YOL17LKbUbc~2;1 zvL(bVlK^H=yEB<D)UTDcdZW^yqoenZ=P88u0hq$Jv$M-IUu^8reS9iJcd}5eM>pB^ zI_G#%qvJHG2>e$-V4!HgDu^vv;_+FK-W-|ik^I2+c0T^1Nt$Gr^Vk*Od#Xsnla-Z~ z^1#NUH;j`jv^!9qO96|&X<a?u94d;SQ(?KXyx5<Aqp!cYN#wTC|L(ce^~FK5s(h2H z%X6WV^T!1`yaszB1<^fNXb4E7><#-UiVaLqx7i&*1ej=82#r!{#z>}U^jeoN4|6nw zh6KIwbZMq^wZ*dRWVQ2E=@ZH~)Ur~*zQg(+u6G!oOGPng+_&O#z~C9c+o`L}7bWNc zT1xdsP=!<bSgrR`o$XAzEng*_rPVr}PXHUiN!kqIxwqeUiv4UD_Jk6En4=+QYHBJ~ zp-O`zY<*)Oo+`Kowi7i{XJ`Isti1p(BEXEOzZi{4LDsv7-NY`OaM;7k5dsK$1_y%y z{(=eP$QLN{XG<hX6NZoFo-BTgCxqIh05{&9t6}Ef5dye+bap20y1TUWHAgygBq27E zXq$bpGYH@CUkbv)!U9!o>XRo=aJik?oX&TbD<;)NU3tRE#a94c^YQUzRLd(W;$EF> zO1i3+X!8RDIuo(X=Km4#a^Qu`{is}2hW*is;b4TrbahNdVG<#StyGnn+AmMfql=4d z5I6uPxp##STOTZN(W_QBZw;r966z}}SDN@&RKSi`GvtG#?+A8hDgp(9@G>vC6;)IK z@@H?_qGnBE@Z5g=`EyM)<mB{JZ1PI|v_Wj>Vj4uOHeU=Z9GtFLX8jl_j2aE^vnJU4 z9?vRNY|7?(hZE`gLJ;C)i_{Z;qzeF7#@Oz}9Qw%fj<m~hGtmwNcRZcW-@;|=w*VZc zrlvBk+j2&?508&mz~5B84;+0@$CNmMYZYN@I1buv4id7MOt}{nn8t0sz`#ISDr&k< zGaSvjytz494dEdV8B(e;Bh+v{;?KoRP9!`f74De?<R#fj%*N*P^78WK)m7$B!r|xF zhv(-KKlZ^cfSnz6Nz&I)sIxV--JNRjLdKe^v8Et)yJft;zb7LnFEwA}He0Ai{;Q@K zd$f3<G9p$87HO`|4ugTANOs*YQdia=^J7x{C+@ypc*ln~VGFZvZs!R5i%lUC*`kaF zw+<#ICSgq>04}n?7GTpUM^MRR9iB~U@La%vAKAdi{K3*#F1J4KjiS35G4@Xo4#N-C z*|vc;-X4p_0qcbG@JaD>V_{-eJ6)IsJQMtZZMN7bUSTv|$~5=c!O>9~*h1swO5o>Y zNfC7Ud_|9f0y=zFv-Xx2lB+A&&P3)_?P+DHY>u=yr^9hEAPMA>NeLS}6Ga*!Et)C9 z;pE#;{So7@gw4jZL3m%Z0cziZ>46VVa`Ct&I9vog3IOB=z}^UIITT`I;&e6U51gEw z)h;)-xyR+bOu66<cBjiWGrM313wPc-o7fEM1cHKHYY3A=P={l(k0KF5M<<c$-Y9Qc zXJ_M2Hiw!{r!vU)bp2zxr^#wwvnvCFU^tS23_wOHm&fRF8t}0kTBTAitu~*J(M9SF zaR8SA--sAr&Kk*;qhT>$5Ib7w0AXdwI%IU)=FxVx=>7fudrp;kY;A3S<1+q|<i7GM zYP_Z%|D97@{7E2$Nc{fx>T1aoV+1z1w4}K)lq?BY!e0QKSu0NRU<Oxf;gXk&5BGwp z-@Peivc#;e0Ew*u(aIW0f`^8=z>;Ak<=a!RZbOM2c42i{m{?d!HCDP=I-lgLB7%a@ z0P_RX^@~^{^bJ5WNTFI?C-{-RP5Rm15r|V`xhin{^>}l5=PX~f22)Z}QY3=%NMsU| z-II)!wCm=$j{#r;ik6mE1R$L?^<ZN@8&CWOBn<QQ>u-BA73`KP&j4Oi0SW@*vRvC= zIj~&sT3TAha^(VBJdtE-Z49+_bU;i%iDxy}+n=k!rk3>sbdO1=^JT5g_V;9NmukBM zB0#&Cdspl}2nMemG(AY%&j2UK4!q<S5GVyx1YjAt0z>p9aR{(cRV4sXLI)7neC3J& zz<*1P#&cyS1N{9R_RHbX1>Rv}z2(3N9M5-SRTru)SJ&R@Y;T9<N~JzAp2%MYK%Wgj zN>NFvL0VzjEr^gK3c&Cv$Q1zM`G$vMS#R`{K%vk9Twt{=y^%DJj2VQip~U6qQeeVj zUC}>Vy^v+|<bwdNG8&EjUE{yy<l?&8N)M4HFxJuGy}Le}2JQ->kVw!3<fQ)Yd={HV z{v{0!jYJY>Pk$`)(cz)y<>7Kq5!%a_d_|KKLlSj>tuMOX&;hbX3wR%Y8a*F%9J>Bn zQdBMu6?hYPY#M}0Pn0SE%4@jR9V)Wi>itGVMJ4mA#}ko<`@2Xa45AFSLW|{A5wI*W ziB%vBQ|VRw{8=gMIG9ZtV0E#trV9v+$Z#6}<M%q|=heWr1~7s2<RdjT^;NYuDh@RW zB=Wm^dy#-TQ31{;|CUzqj}iIcN#PwSqUSfITAQ4egM*^A!9<mkvN9RKadS@(7J0_S z==p!>iyrlxyaVY+$K<4f;e2gHsm1d5k07HOxEMs$yWTpxj_$mgP%)=+FSXeoSu4G~ zwC|XnRw^ki6*+SeH?ADJySa!2v`wWak)tYYbUUocPPi<y@fw~dJNZ09lIQL;^XLxn zY!Tpu*iKGP9esVG?-;ec9!Z5PqiT&6zu`=I&I%l!3o#sAV9Eq$L<xpUCnO|bv$C>g z0_NBYtX+l>DdW<i!R4m%c){s_3S3cm9KpfCk*QdsEz;zA7hybEm}$QU*mVT!f<3RL zot*-J$_Ri_l)#B(02kGRS5eTqOZ*sN>=pYjwH533qXjAMcSUSrv;T759{@Zab6ft< zHG#(wZ~4RU|IYzdbEK|_o*pVyX3KDRTx!tm<M&bt`G5HR{@p%1dy_e9zE-{Vh;4Cu zgpYZ%Uw;j-5P(#U%Z%*wHNrEf>i`9+Yiiz|%{ewC0Wv*WZaBKRKSIkS2%kF52o@KG zPd<J~210}V{F=MED6S4J1Hnznb7*=81_sD_f`F-;nVB7<>XJ%#Wl_LPl%<;<KOB`O zEFFC!y4|(^&pH49zSRHqfZ@+I({*+X0GK*wXYmsyx@uuN>h{hdL|p&2ZF0<jtM|pZ zdxI4T-7}1v;}aB=$&vo3H<XlExY~4oZTy{=H{5)(NTX|hJ`tS|8p9^doI?5MPYMkC zanUzE&%fb(|K1(^vms6fnDq!9xAyb3Fi!hJ_arW-I8x4&R7$BjmboU3u3(Sw@QK&R z;7#KgcNkew-_oX7u6AP6t19kDmA@fGL&9jSu`YJ1niziE$heX6b#i9#{OM9%RN!b% z%a-6DV8I`Gz#>Dw7EPv4?gZh<j9mS8S%|KMq0Um+VX>OF{>u=aQ0GB4l<#8q8!Iss zzKcs5E7>;u(e<t-YMPw&+qZAPsp5fcH6B)j;K2;?IN9~tD)X)$zIj#vrR3}fCu@xs z9@molUHNK#gIVHbr`O8eaOj}_|K4c^nw?9afNXQi1BcgcRU8oqx(LW*qRD9>0cldX zvQ)|yMjZfsH0({3=~%hBxxIXSK{gpRT`co&=j<60(rAV-mWipU#{H8I!>02AAjOhg zWplw3iRdof(f?QgXQK#(ve4ydjD|y5xai<)q@+(kya4LJ=}6O}-n3Pj{tywpdVM!Q z*oP6Fy}iAXswzo2Gh<`pQgc75p~NgC3~6<@O$kaBmYu>P589$t0wMTRd4{XFB(T}i z(qLvQLUAN)L4N+%n3&&ztN;Ndo1Bcy3-~0$Cy-VHJBfnB9ybZ(!VwG_+%#<ijje6t zMbN}+*pB?3_M_W<&N8&JUh94ha-hSLlc(=LeR{>i!vnA#>940xIA$Uluruv5`1rO_ zMGs?G7`~g^+0H=|uSve%^5Y&WkCdzQE-ohHpj{!Opoqvt0ommx8g=jM{RO$E>zlT# z6N?k_-C3l!oW>$xyggBw`lbM9=$KVF1Mz3`!iB|B{yO_dcSaMo(m@9ImmJFO3Hn_J zrWVTk-=*42POel-o#IL#X8k3&oarj&<E-EJ1bq}Ts_BUb0+LVMm+`I<N8tFRNMUQ8 zb05ib@%4VqSUny2@)2AU3<uZdn~L^P(3kcLUBzb%UAoZyLMF-SA3gR%*j!9q27L~v z!+XQC&fduJSeYL`ESB8$QXkD+`49Lm7e@@6f8?9b##sx|RLkJ$R=C1u{qtp>{>hPJ zUp}rr!r0oU$NT6{Ry)Xtlf%_zC?x*UyhR0fVD}<p-JmZp%gN|6uTNcAtfVv6`R@$? zq|`X6S7CQYSUe631H<+m=vWVJ=EN;Nk&*pW6MOVeAF>)oyCHn*r&1NUwdVtEzK5I1 zN_bI^`1j^<5`ndu`30$lGG~oq$T*K{_Nb0^XW+m@J!ZaCXnRBV^;X*R18JC7R+ksJ zzF6K24N%kmo|H^zb{tH|?qcI;tA$DBMofgFl9XaK5Cs!?`@J}`UT><Zu8xkzp+QU+ z$l38lE+cuI?2kS)PPP7ntsm9aNFYs&s~*`|;Rjr6X(TgSSd6dT8lwu)dBkz0plazK zi3RM7T*mho)+v-*!9<z2w^viA`*)|r&HZ2_Lq9OP5ryi4SJMw6&SSNA?E|dt@OsB$ z7uRGFU9C<}&6%OhmCI%aF@z}7b+8wOlXL9ite=iil4x+QK{OT$D?U1YLP4=L@?0X> zN4-IFoEqjrOu{#4wTDNmhQjmkdmxq>Tax<X(EYo2^C12DzyddH+AX=x8fjzDn^7l4 zg7B}JN}nAi)7LP3>!>j!9pjsow}Bf2<7;|-QM;jYWMs|NmY*C-udC(hE-!T|&ZwwD zL8u+j)AUpyYKmu-spSvMb~3!Xrn$Vy)5sS0eEp$xw*Z(W_G^SZg|;D{HjqEXzW}NG zT)y&~qUE*{hx0PhbnNG(AI39sto7MkRmG$DDk&2EHg>1!b8sr;$qMYsTsX+c<G2fP zkWppodc!c|NqEOFGFca8!xN-4$KI*G+g>b`L)9CQJ_x~k&S8hgVMM}b8~P{ZK7Aq+ z)!re8uCmTH$6x5~`jZ<s@??><&80;|KN(AkYoY4{R|GA%#5<JKgB;Pl@VM{{_+kke zdg9%YqJ-{Fr+>Fs9g{qf#_3BJ-4u`zK(fB_dpq{#P<W(?=X47J@u>~`nL?4?eZqIY z-ETj}<inf4Rs`noqbfEMXltj~7{W^1*ZYc{SVI<E;+6Dq7+2vh8+neo6o~bX%bLgK z_Vz2Qe9`cic8Y>dlDve0Uk|F6cMg=9n50<hoHf3cX?^p&@$M~r+%ullpGqNMy~$NX z=I;A~+KE{Jufly<7{?DgCRemX^u`+r@udBEPusmQ3~mxH2bD$wYI#|=D*Zv(t`>X8 z)@F~xNezpQm%rb&eJJ95W`^3XpM^nua2wNranAJf=2d{RnpeQ0!diBdo8uWSwSvz( z=CK=Mx0k*c`0EA8qoHe^2@NJ$V`b$tA33Q}7F=+24>i#@MKzn3R<P|4(ADm5W0pi) z@;T~)yQ_sDg<Q1)o8yU8pUYnD$ye%}cn^@_G5rhL*m_|+@z-UgE4alSVZ@8pi~VMk zxZ-9z*=-D=(Y&cZg0C7Tdgq&?T(L&)fP{|}^-z}3eJRvyACc<Pcs@oii%*mIhN4XZ z^Yw+z+l|D(9Qo{JK7TL&o_2xVC^s*XU^p0~+Vg)!I{OEqV}rI~Ui#2R<TBYUmkwWv zk#c`m$zU-_cOpCXGelzj=_SreGix*h7tKY6Q|5m4OrB?I8?moUgA@#Xo~?bR%vj0E zmd<+)WjN1@!SU)W&0@cmp-FGK6<*6d5cf^$m246E-F57-8VZTndfCue5uI{#*vCH< z7!YKiXA?=+-Wo%<y`{E&#g(O<3!O=^1A1YzB&=x8_{Fe3d7#04^Wy$Rhg0>h*r07~ zv=FSDYy7pAzNw%mDVl*w79AJ$MRQB%@>R)}%_q0UnF_ZnCg($s{=xpvjP=e0-Hi1t zDH2Kzb<>^~=q#qHDTAuH@@Nvt8xjZ#66-P#WpL?KRF2yHrQ<(+zb}X-hdKGfHI5xU zCfP6Vze$|)^!$SZN@}wy(2mAEd-IOJiM}`MB!0whuQMnaU6F`Wk#OgO*C&Q-iJasQ z5Sgs6Nt~PkF73ZPnJJINk)ii9p>o;sCCj%yYti*G_k?lL2Emd0+sP~#6c`J6mqZJN z3q86l@+{axG6|RM_LX;aLHF_3qmB;7+NTWLy@QGP@`bWp$oJPYw}+mLizS~(0bnaR zcFmCq!{eBitMOfSbsR%-y6;1vf7PV#@9SAFAl52_A5YVzqAFEH(zS!6oiA?{uAJ9n zr=7`JpPHAZ-J#&UG4%>eL_G@}lXQFkL4ecryV)X<*&<789oF}su|qrx5ATc@i87rX zvWR1Xhs21vXYOAs5UX{J_JmuWb^a)m8hDv}eK)zd*_wiyKx7d|6_mAPveO?d%3)BJ zHqeKaz`Eeh&?I|+L5Sk^ka%=KE++8^k)dW(_Rx>cvn(+A&`_?%dj|8ML#@Vn;RX1! zP+|;^CC%fvbdrm?E<JmHICwX$i!D=Rt|WH1Dn0Xfi&nHZpL|UV>;BEltbR+9G1`*G ze>h|O3J--4`qw}B73mF!i}Kzv!pjGI(WT0-K1di8Ox$6mNxD}hXCbQijzP$1<bM{| z$K}-~w{0Q@RH8y*0;TKobUny})oQEi_baKqsd6;1c%NXxakn+TN>DLl?-Q!R{!3#5 z<;W{T`+d9E*_Ie@aL%v9;;_*54ddH7cgtCy5?qY#L-%S7#nrvtWRuR=LHgFEvEZpc zgOH-C+Bia|nOU(L&r4#n2t}_~<SdqHGe##9D(wyOalEV;2%j3ZZ6wgxI*^Lo+|vuv zhv^lnEYw(<>SD<|;trdxADpgGZJ;nQjnwZJ_w~>zMRJCpG=LwJ{jQvwn*Nq90C)Ld zD?Wd3%XHsVsqKcqRkKp?0$ow0Z(jp<@AhH*Ujqp`3%UtsQ>fWaZG*jl-1f-fXgF2M zqH{XB2=@1%8v28O!=FGvJ!W_!R9uavq;}Qli7{dt^Dtz=(R-(4ufeo>y6$6i!(mxR z8*gHknQ4J*;j`zlWb{Wy0Q(gXJ)t|uBgu2_!`WUMNjyPN9G+!!hVJC0<|K^!6p1~0 z0rrcN2y3dYUR#=yl2WY>9-2#w6JJV(>!R%eR;^vdGuML!xV9z;28JtqMAKBaW22I4 z8i*ElHrZ;^w&YExW&WcPcQOVQ^>0d$ONQLOB|_m-@7*zYWa~!xDgk$^alAa-u8#dp z#wsk+ia{VX6#8zq>SWxU_@syfn{iG1;UAVPwekn+O|fiuOaxj7V`Qk!t;H#lzyZPC z3eIohB68c368IChivxXO5R+cA*#&dpN3AYCt;OLU#1Jfx4YIi#hH)?6u&XebWzP57 zGDuhm1bdN-kMZ+z*gDt7mi&tVgo`>yw0A&!&rGB!jeoo_uD!i~uf=8;x7>WFpAO|I zQPf&Uvm52|kK^&73lwPNL3{ng3FPuPgyG8SA$o|1EoZx0k+Ir}Ukz7m$EDKi6_si% zQvj3;`#Z{4?oDS|23fUmHfO7=;+#J61e3%mE6ct>ECL!D*s25r1MK?x4~Y_fzEJq% zJklSzWDnJ{8}a<_RDK8_zt+K`AG^lAr(NOqBAdeg>!mY{n2Dcw!7RbD$GN8~p7Zm- zMuUUlze_B)W8RQ>bz?r<R)o&%?^JIg@DnslFIw|NHc%VC4RL$z#sZu6N)P&=LT{FO zmwVp+u|3np;{FysxGao%N2d~1(Gnp0Xch0&RyUNuc2t=S9KLvnL~_fRF{gW{&i*n} zn*WPZw@_awva{^Yhe2n1pN)@kO}9%Tkz*Ld?!w`kd&;AT6khf@ysYRy%ypd1YQELr zD%@|m#e^x%VJ1ZBV<imWu#B3?)ooI+q2aeaB=wiWXL0CNyKBGlQv<)q`#l)pD1Uct zw9_#VZ^Uc_9pE}dORPHkW{y^M%%L?^{bTQKA7avc+;VFJs!7A;FN9IG+P^!p5SxQS zGb|FXf9(a`DxcNo{E#M&#;VbsX7j~M;)*BmuuYpg>G8v{62x)Ti>0rtE#aHSvJudG z^7H39u>WXCA=4<``V!>+9)4$IEAH|zNpOvX@oo6q1J*h1-KAtc>ebKN8FJgJ7F{@f zuITI=)2qAVgCQOZxGXICxLasz_(R_c*7uCHJ@~*wYwy2Z(%l!vK28M!%DxdIZE0xJ z{~Vrbus&ROlvU;zjPFxPO1?n;p&)`22hs{v-K=#)X<PAzb`N8>PxdF85CP(1y}^H) z`F)XY6+3Y;lJvwz*JEV#jKM5@vxl2OJfqzICgjyb+Xf}(#ZC{G^U-8qq+VZW2n=4u z2lX{yxg{GD4p@Jop73iKM{2rl{`EY$u;7bRrHzX*-{_hiDASai&EuJyn}d2KsH!?` z8?UUa;4<sI1Y%YvDC~mbU>T61Mv>y@f9mz4aT3bbn<vjW9ua5_YuPA{{d$(@5&Y1M z)1Z)&r*bh~82j8L-$Zf2l|3kcg;beXd}qC&1`9^9=ZT6fRiz7w;b7hQg-z<q;da1j zUgQ{$#E7vJ$nc)=b-W$|T(3@V$#%>XdOPAlgHe>>^7U);sC@izy6%}an!*2}VeC)Z z>`sLOskT(J<q0TPbseww0qy-aa(aIj*t_RaX<kq|<sx6Tx+JHm#$@izV3J=<c3Q6U zIa>>^H{*rT-UKEDiWh@W>b1P)`7XQdE0v*5hU3Ymrfb-h6{zI@H_2LJ>ty*p<&x`u zBg6vuQF-L*sN|O*nh)1zyM0C3ZtL@34#G5rgl<wE?l4qUm*&`~8aPB(vG6EZ5fBi> z64*j*_eQFY*MI;uU8au#gxjn~S%ga33y5N#Ku3sW8!@3Qo0o>p_hoy5y4FpL_4J!( z#tBZ#&?)EZ5Vc)Z#R=DU=M(29HPznizMB~?ngz;IjrFyV$srzn(?1}+Jn}y(*BDPi zy<k|1?~69PNgO-Niu>XTpUF2op>8z0|6+D-Mo{hQK6JsEO*1h5X2D6a;o<H=2`2&4 z%vOh|7YbBcnF=GhEQ!S4A&?=Jl`(^I>@sMd=o)6+6CVS%;1}owg)sn`0@9!!vd~?} zN0B%*wJ9DbZqEjNPa;Vap-`VxXsKhe(f@6_Hqz_T{>!q%cXr#Cv*&xmAIYTZCOF7k z&()&pi=umk2%`sO;(E|1uy6^w!>~lR)M{AeYsaqY<&wD-F^GO2-(8TM?nI{%S*7LQ zvJd)O8QoC_d|w=JnRd}-rMIQe&$*(z5-dl0uhk!;a8Do_n6p!zV*PF7b29JbVl9*9 zBHyjcUCycs#hJ%JQ^?+24W;p9n8jY)%o{V3@=Nx??uvfuni`vJ%$tjY$5s+hxxpkN z8gxf^TJ835Z{0O7mc$v0j76S7z1Zl&At50_?$6A|Hbu7SA|E(gRr1{S;RIv2s5;Ue zrb>Xo!lI~A)4FhV;!myk%Ke5_lIfz|{ucq}5v{U^=iY2Ot|0@pj<7i)4(JJLl5)eV zW&ODmRlevMlua=}Kv2x?6vdM*u?`9+oiE2tbUTJDC89>*c4|}5UuMs>yx;JmqIayi zm4PLEC11mYbg<|<5Fg|!E;CU=Q~0@i)Ljk3cGyx^P%kpcJ1|HzcNHE*A9Pb=t$MqL zHAoS3RQ6u!%KDb=sfx;01kOHN3=FvUqbdtD+##+kP*~fYtqK9^SU3>(AfP_pHf!D_ zZewE;SHNmmF?V@+`HF}rI6idJ0Ms=8x2hH7xR1TEQVfI16*+98ul1btW|yMBXg1oE zz|0nJ`(*zq#9SkL;j}cN8%wfmmfqy@mWeZGXSZ1vX7WW7GI6r0v-QuTJySHuR^2*6 zm#2$eRw94#Y;$sSc@mwHQp}t)@!OTM&dH4N7AB_9R2fpHo_M-CLmr%si9QUDnrD5~ z!aoyf*mYbLl|56TTJ;l|rNJ@v@;c07KLM&X_r&1Hn&9<okL+v;AWu1NFPfJb)lf;L zKtKzL7-*9KRk*-3%E#(g*hiTn14DE3kcI}ATq~gEhr95KIha9OTgQqfCZ<4%xW+8P z9WqsewX>v|e|@3<Z*!de$EPG`MtNF-O8i*`!ciUVBIz!W?U3)q^U)<Mf2N;cTMvJV z*nE4XSfJuNes=@6g0m;|xCL8RC&)Hso<wzmd<)^@6I^*?+}cJL5)uSF*3K+-u5h)< zG1#uz&S2?z-`|Sjw~rZK=qr!xQ8#X84m+Rawqdn8A5)7@<z}X(_T_&fd4S#-tW;nv z1In6a^R@i4va(jwpl}ST0BKSrrspgp?LdNJ=HMnXlsej<zx`B<$b<8;YX(9S&(K^a z8`+=85g+SdL7u#SAF;nvYkhFk5FvSemGczu%u%uUYdpleSZe(wa#JYzgEQ74TCMS< z<}m3QGIJcs8Rs~PybkXs8o`beElm3<JS~UIDfdFR$DcOc&<g9#8-AcRg4zp2wb42D z&!1PIK!*5OiQWbPczmQ*Ytz!!<_WZ8tLsz4^Zofgzt<nO#`7kvk+4-V`U@>j@=JAF zx_p~BS8=5e$spmP=WUBkf*V7L126xwxQ`HJ*1T~DY{b9GN+L@7Oy|77InAi*C+3*% zmZ1GwT#`c4q`*|`_-Dm<mKN{d@Xq(D%wzR@)~dVGAyvW?RYljZzPHuR?8d)(mp_Y} z1rxCUN=_yQ<u=GOM8uWN&8}*Sx-Y&yKI9Zo2q?G!i$6JB<^?Soy`X(d6vV}=jd=6V z{u<1&k8}u1xJ-BJQ1_vIwppdn{L}6H0h8N;N%!<%Z025+wvKKaoH<VkyOeSrfsiA2 zHM&q;e6n}oyI=V`?5Fb+w(0w6wX_^p{piz^h2KWjFi;IDt{6PEH8)yff6p*duVZ}_ z{SMSZZP$|xLo8Kvu(qoQ2O(*cIc7lPhJensk{g~t;z%kPA5iKf;&JT<7#_>*;y7qj z;n81Yc|z>Z<s|ia&_8VAO7XL%Q!avKR7QZ^8*-MI7tKp_o;CIlE29*IgvtBNA9ti* z9QAhIb4QKq%Y&}J!-4giQ-3O%vBE_}w6TVH+Wu60-xqU4-O+B&v5qGTu6JWasBgbI zJ5L}*x5bRd;2(K0)@8cij^me}%nIIeUsBc(ln(V%%DhuIW;;Wjq);Xvs54&RPrmG* zK^7+d8qb<X#|C)05<zK9&ke=XPfcgH**i_DP4_mO@y{z~AY;cl9nD5h5w;o&oq7v2 zX37!F&CilYzZicG__PVw5y8706>3^2?Nwt?B%1e}RcDHcF^#dS>yEw^$J$1FA{GHE z*ZFCWbY{wr4~E=tSKffX1(JhYAh<GiFV$#ZF4t=jR7QdPch~TN?=It~G$8(eRkXq7 za^3Ox#`srqYU(RUVO$K~v9N=zJoI&KCeaSD3`|`P(fpm5v-Y4d=~>Tu+wplH`@|;h zIO?7L^hL%*{MAY3m7<?bfL~zBXi=h{<nL@)&V=*CQdzd-LUrmrw?{|i44GxIrKZEp zI@=Um@!5)e<JCzlV=A$8N}+X`9YX?lf!ZH-cR=~OU(m6RqKmCMw!>UGF7W+*64;sl zI{0sZ4435$%e*m%KAh++;`UUI`U`}U;K9|EyTHqh<Bxw$rFsh_8gHfV1XIn_4lgEY zJM*RKHQ4n&Cn7X&C8j3_@6pI^Z9`d^=;ks2s~3zVu(k%NP}XkpljgBb8O!nkt*51< z7E9L%0tdJS+{G1g4{cAt3X&#*43eqhNLIdF!=o<!W|YEg&Yjpz_8^2fS?AnrN1=lF zk?6JjX>Qp;O6CqNUu$3KctuzsZt>siP=?P-r`raTl9TvA8(~|Dh3T)KGD}vGnh$GQ zKFzvi^gi31$n$P+@{D}5yMU%YWQ3ReYNJ_1zr%0l!{2QgnZ(x>4$L;&PclV$RTFBn z#61y}ePeY&C_9<$-!w>0r|Kg5V)n8lkeBZntwy1m``brZBAqf89tE|(d*3HP&+8jp z6z^s_JlZ(gH#;7mI_~@ApPP&uQ788^Vq$}F5w5RsA>KkVHqM`QY=cRl+{$+*Q2SSi z=(76HD@=0kk6dpR3I9IK+p%YjlM9E=@&Ao!((e6Elb0QM-J>7aBV?sxM#LqpaPjQ$ zu=}4VT7U<MiZA3}UlC3bj{W@9aBRWR{VLVAdYDRR6>f=(m-3~_i6x?K`Ww=0+-lwT z;pdVo1Hx}o_>lj~p>Fj5ctGfj$3aB<#p^pZF@*A_99==Ci#LSXWakr1_cV#CWe^=G z@ol~p=mVrcEHw*LHcdzz=ig*n0tt|6z1wRA4uwX8OK;>~%o@R!!L$bHg)NK^m(I58 zGsxoc--pu<4@vS>b4=a8|D;Gwy*<^%`Stx*F;nxyFZ#AjQTXPF(?QPc%emU;KvCGA zj%rgjx!=*+<%K^V*O^EzQ@p*<h6#Q1MTdto6%LUBD`Jh^3ZvdribM6JFU}gpJFe?4 zoP3Z2ng@6OISHhJ^^_b+vSD~q;tcUmpeOxq+F>#iQ5K29^!_^`1Cwh}@b$WK^GK$} zCi?9yGpPC$?vO&d_x{8`jNcGL+A7gj<<|<b>Dp-In>~^61oUJ7dm@3@?(*8VRqdc4 z+&{Xpa|TR}HO@7+ho#rV@<U1R-JCYxaq^!eR(PHWKIq=JSE+&++P2R}k4(J{I1CI_ z0wm?<eu>AAwX_WmDhtM&KA(7*k!vRh%;9Hq76RoL<6JcuBje$yq_VHR<>T{;{#jXr zG;bnVCD{?jBs3tef#yVINM9@7`?P3=_;}s3YEeEpqQ#ArVx}Cq@g7fGC)LK#C#aye z=l0JKJFzI@UMI9Edg685b9@^7x0OnM1(9@3i8n!V*=`QCnp<-<aCZ}}&mh^2S5REl z<2!t@pn62E<3?<pmO?8Uz9PQ0J$bS%R+_P~s@pe)F#mmxY|%B(l@J<H{J}|a)#eQ$ zG^)PB>q+7B@}Pl!*=`LFMpzdFuDM&c7nfI{ra#o0#DyoQuk`pT?{=eR0FBNY%I_4> z=ifw06vvIxb;Q2$J99YTt+9gtrUL%X-ZNeHiXdM?gNVt?nf?lS8>h9E6=x*F9;+ao zSu}koIO}^OiWd+1W?dOi-qYf5ooDZ20c?>!otO6aX<y4(yvsY!c5Xb*`rW_c#qaxL zzs{;$WjyH*Mv~HrKwJpF1fx^sbp_0rQu>+Hq&NIWjjtX_EC+`%$J@r5Kjv|6Z4dB= z1H;L&xGxqrm6a_@uK)~-BPyG15XTSsb5L}z{_#b=#}XrmS?}3Q2*L9<`tz4;q|Xf1 z5l0YK1{ze$(ZyekipCK>|82V34|23|w)cHM#_Om(b1|eZ7IRhKffm0>29@HkJO5~X z9w(j%92o5WE<Nn`fc?XfJ)5pc3r}j?yf%vi!Lh~dK62KD>&WrPfi6;t7bw5}QdY8@ zt_SY)Z5@gt-6P)!?);^d0N_DWd!2)^G2q#rP!n2G^5~l*({yLkNkcE(2qct-O5yp$ zM<VsA^)chlZy~EEw*%}LnrB9^E(;Rc$QDSM{z)?e_hAS`^B=xvhVg9oW6-(s?X_vV z;hLqXX|6DaKk*|SecZ(D-6$jJeB?|n5$3XKF+h3B-hb*Fuh3QiGPFbjNz%n4tmRLN zuQzH1y6B71=|)0&RZSs$6*D{{>5&F989d2hD0SfK&mF!%OghNcT~@FVM~3c{5V$pk z<K1XZH-ljfGUdBwo~QSzO8$CEuVQpT2iEOBIFjnF>SY^O0C6sa=Qicuj>hZb^|^{G z4H{2VRu{nQmC8WNQrHN%`RANrvVaZx-Y<DV0;~e2HK40xr?@`}to7Og*I8cV8&IX+ zAQ_?`)7Safmy921POs5ua{KWh!XduOyf%lJd$!V$FzQvO-SU&=I@ZzbifaqLg4biG zIXR|cZ~FnoB35~L(QG%q^p%94(CGscXbZ6p8~eDvk3KPBNHpSXXbm)O31@BRw}?^9 zz)6$W6J1HnyONANJ`<yge%43d>HQjm8qudBp{K0pA<%(0TxKPSO?YaEb`-e5Tkq_n z|7aI$A3gnt7CDB_-Kv<ax`cp<^w(Bf`K`SPOwJdzG#(OwK~i2tky4|)rCagTDXuxy zzdfChoSL07CX@?4lnXC9v^iaq<&IHbq0d*#g9+)0gJ~XzwX};$(mqcyJjz<L9*maz zvCf8pvYCD7>yR@gNpjm&RDmw|V)bg90_GAQ_7QoD&1Vv|z7WR8?&BMdR2Db1BA$tT zkoZ;EhZ!^yS|9)VVusDHHO<opv9D^aQ+g*CysEv~>is=<&iYr#{hb8i7M)kD%u7V> zn>(4pI)tZ4xjHv|QIFM;orOgY$%x3>$+7KGW#6BbYuS?t^(iXw!-BTQI6|R9u|RvG z_ZBItY)W~Ssc00_2IW>38kIQ8Jq9HsVKO~B4s}*0Nua*7;cJ@xwqs#MmMDS5%?-E3 z`8rh}izoQA@zJ6fwxUGfVUA^|@zql`KXql<rGwI7@0JuX+#9Rh$n>s;@C3=)^Xl%m zpuB?vPu~BNBGkv2-cu0`ZKxYQqodp@b}#0LE=TX81r8;VG-?&DDWutv^TypqST|Fc zcVgAlVnf3&rur|^?m_`f==;x@G|Kv>Qq<QI$g)icZBF-pVM6RlI%V>=t2$jSg5J$T zJ6}~3CP-ol0jTs?cg}&b4qv#oIAucKC-Fem@%P0EJp&{-WgNNqs1gNQOKUd;%WJ|x z>6oNCu58y&TT*W<|Fx|Y&rH>mtI!$@ban<i&^31TLPSq|N((e}rmd+xAK!XtJL=ft zSW~#}<1NRf#<UShV1ryCmwA*4e~Y~n(MP^-Um>bZg)qhM8GV^Z(YTE+Y>;rf@7oLM zpM!<SawhU|JW(5;e{E8|@!y|BO;XB`tB?85Aa~{zRWcijlRp&@FRFIuXyN=_Refu= zAd8jYivhgdFFLN;j&%6i0IuQDqQyU+tQKnOys%2)Y|2#=hSaHXhs=Gih?!smS|L;^ zMdIjKNve3+EH}Lbz9GBU4?0*59z0d4`c=i60DW#cE5cLLeZKLme`D1;iS`yPpPS%v zE^^45<q-uMJ!j6i(#Z)_plDg$h*{f@O#prYj<p0A%sm4Sws#>S)-;SKDPr%&;##s_ zEe>tB-0Yc-f1$30g%5n;uiUUd{G>sTk*%13bqddfv5}(DiBzV@)JUvV*{*s#J?x<< zZPtJSVnrWTn?XR>GOa}CNH91NsDfaio>n6t>Q6BU{BkK=MoID8(Dh`#);KjTx9U!@ zm(aH#*b@m#ylEt_8}H=lc4y9N;*U`F2Fw`anTa*he?&7HwfGXZ9<R?JMh*arq954` zyIvn-Aj8G{yDJx4>d<F|9U~;&S@yEcIJc+YSIz3RAyR(=GP9lme$1;OMO&+PdkPiV z%OMqv`A(&7!_6Kuh#%FvK?zM2y=LiTXuMtE$5_;|cziiJ-R$EkXE4SnR;qNnc8(JZ zmT-1dhgu|;tQzHc6T3X4k$=2r^Igo%Gc$~5DcfjH`Iu;+Pdp-edvW6{f~#W__572- z6wq)mYu>idpzIq-_c-JGvd)2VU(j!9$^*5rp<h&LYi=(iFeQwgwW5bCk`pWyX%UW7 z)Y?V!-+OHc?BRklaJaf$y`Qufs46V}y*Ks5+_pU%mUA?R_YIjTD2|`O{DS1FjM!|& zcK($TiigL8?)i~gm~nkW!|=9EzDm`;cNY+dL3dd+-1dBTIv-h4^kF+n*;d-L;)r2I z@>|s}W&V#N{{TIBEPbM&xQHb3F5c6@KH1M!mUbuq>nEPPU+U6<!`pbK>b=#bxDL<6 z7rKOgy761#Xo;!8<_7)*u-Z@kt*i}nI@tg!PUo;LLmWBl@bIu~uB<<hP4%~6;55{S z&!0bE$(Q~V#^R3&y3JNG+G&D+)!q*4O#&GX$V)hYYEpU-$SqYx&*?}Oc#ACFPSH7P zr=tOJl-n1ccYtpqJw<d63i1i{|Ba{QM5fExXF&n|&G@vhb*Cur;g-el$z-7+p?YQN zwj}K9R|rB;v4L!(^Hq1^sKEI{_PU<nB;hj+l&mO8Iy6trq3}s|hQL|+EO$|aTzdtN z#a!M*sKs@8+|uqMLzxU;RIH^1V)lMgE3l0mGxN41{-q^w6fFg2K<c?`x_i~Qe(_mx z&i&v){p&@CihX*U6q}R0xW)ONr}I@gx{S46Z0XI_)oXnGKI5W>PH-p=93g124haej z{IDO}F-A&C3IV-lTW5~xosl-&I>|WAP}-L???E5TOUc2-3?Zy=HHJDST|#^nP`q`g zD5<S(zCN28%k$kIqk3uHD7?}c1SgI$=}dr65g7hx3JUm~7H9Y6T5ek~iRv2!cfrAz zkCnB!`JgQG;pHT~V*CYleOFkx=vJ8<84~NQ4{tj8)?l)r;lyvRCC%>0z6?f#|C;b5 zew2184}zmkKvo?AeR!Kh*86kpK<N<$hr;{<16Mbb-5y()cNZGsLF-xORUGKF`=2&F z&<5Dn)6=849Iu)<oPNY+?Zd-E)KU=lrDUW>(Zbq_>l_+_N%Vte&KsKS{A+KuYc5|c z{sV9%`QrxctmwaFD>e@#;y0%))Qq8O%zCeW<i|{C`74}CJ^b;|N5YK6?YLZ7%^?hp ze*Ah{x}aCnIi4@~T?C(#Q$gG3TySz?6rAt?nxR*G{48q7m%KG{I?!49cqkGy0fX-Q zy!FnmF5kn$!)SR4f$cL#aPs1@slBqYbG~^bOO@RQhyL&ezI|GM{e}3_rTOm+yLmVV z&}wsb>+8c=XlDN`vh%oIT;W$e6)ZLzM@dwd)Yg3OV^Wz=%RW)U-qU*>G~BghuoH7T zWprzwPa)nam5uJ-^k6n(Y)qAX`?83uF6wshDj6MAidwRSv1~$!v|hY;e-y3JJUB=; zIgu9pft2(RoZnEe(utav9s*tah@w%n4*MtP=jT(|p$#)LGjY54+F{m<bx6$te?3(L zt2@X2^4{Kw-Y{j|-oI11OFKIP(guh~mn$I*F$*S8TJ@J|wVGVUZzntvzlD;5#5;g} zyo8+zcE|nOMW}<A`q<3d?rQ8oh5!==dW#_Po=7^8PaCVE?wRLGzIR1DAJ5G}z4>DJ zYdnfh5sldFxB%~ex)aOHF?d{W*}!4Rf6$ksB0}y+7=C3w8fJ)3nM8XN*k+(i*&PIs z#`_cF?`FPVHwXV!m(*U!j$mGX#~qGI)Tt)2O#GrhnZgUISx>aIq>58&X+4T5qlr{k zmd-q->ME}r5WmDWILOR4e@^@V)FruM2U-4~Mo8yda8ykZoGbx#$EC3xncqZQao|)H z^S_a3^d>iAY;U@c%UZV|P-@?1s4tgy;rj3905!(OzTm092<aW`Syu|K=G3RNo~siQ zCh1v-H~-a1XR@;!-(84{Szis{gFNDCHy22#W&_>+u1&Wb>y0#mpf|`N-|Z!xN^YMd zK=`>DW#4RM0KTBzdTDdh7wD1@4-XG;poI~f4TU^5>S7VPgI;eRaGDSt6w6Vmq6hU0 zebDP)4$iBFUzYWUe=&=a|H1QTf$9N$LViM7fK0umUys?c#CrK(5N|&Zi-wwg9%#pU zUHF(7NGiT?NlW6!ze!2?S0K#_>Y)&~yUc~%-4r|X0$ywZ`36ncG5h8!JU!33anriO z;!yK!2ZN`Xc~!z1MLZnzdb(lr3&T)RP@cR8N9X2;Xq6s7SGo1k3jgDgS+@snaGEq7 z9QB-emK?diupY`~LKy`SijJtE-je_0k4FCF6QI<s+O5fz3(j|6$jFUw6N|Am9<IJn z>?btO4<{OmXSJ+$!SD4T2lXF}QxxCpbLcmsNvUjP5hirz6w4S*>ZE>$;~CN@7~!WN z_Ph3r2frd3j4OSmUm!J6M*CRdCJeRbCvH3<fw}B3W$oi0v#og)s<q4$(rfrEx{g9Q zwKfX5>wB~7c%Ex2ha0X{SbCoCjq`t)pVK@w2>O7XHIik6zd(CO4g~&dQ@C%-jEI^C z-cr2zSYo^NV@~?bo~_9D`$HW+u9PVRnkcd3*G^LkdLkr4xLy{0Ay6?^v9S6D<WdU# z!7&y#t@HcF6IQ6r7>#NO(fXn%y_)8ZyoHUd{%{0UI?S)ts}cDU5s>b4joG1<KOIIm z84X+nTqsBwMuh57fJzX6_Qp((Lp75Rh>cpyp4ry!`r)J1UTiBjXYxq)`->QY!3Mao zpX^LUs+LcEvz4ZdxN9#KeZLrwS+X?UWtlyY(8hs0i~KS#a3c5x(YI=>!~Jlrmq6xG z)5Lp}Rd4l2#kAg?tIZ3p6H}jzuV?<t30I~pU?mNAo_D6?HX{cLjiO3ht{gmxmsAi} z+U12gwzKCq^Ovn1gU=Dsq>~jJpn~G4(QBPAonxzg?;14^EheGZT6~iq3awdgX|XQE z*QArtjh1ueELMFgJ&?=FPTQqz)fO^?^Kie2s8x$+%YY`M#W5&ns5i)J+5hdh*IJ|p zJ(Vqdc?MsvHe3#y`)Lg}<9_p=73S1ZF~>B~83q_otN=g$>-blFzLSlDIS*@34bDvp zc(L@zXraFm;*tIxX8Y{MOrd5;$R%GcBf(09LRUHKWQBf_Al#);JPmZaM9|jx5<qP% zY!yCm=k%a)DvvUFw50MC@u@N<XsJ(lYh7Gcsk75jkiW0Q>!Q8D=@&c!wv(lE4^NO! z^;wb1o3!QZZ$`_%-<2i>EdizR2hfVMHg9m8ovp^oEriWVYewxPpGuJv<RAB5V@G9` z>l+G85Ft1JaT4{Tl))zAl)6a5T=^(5$KDds<@!u>;uc?#s@V%!a#9kLeWvEn`qpLB zoO_lvl;$qEe8uGs798`IzDJxTI%2Ng7U%GEj0IN<GkxcGmVMI7TtIzC_B?8ycbQ(! zjRf)$K|tE8YPwgR+9_>Rf1S{9xe4wsc);pRw>!OAY-{r4VMJzpNoS8qK(KUa$z}m0 z5zy5YZ?fON7Y>PN2<(q4l^Qb3cc^ry^RJm-YJCn<!z4-4X}dxLF%9eH*(DP$tRW*u zX56Fwdy1{g5PD1y5apZH7Fx3|c5)@x+y@*#*7R&hEM6hGPZCYJ2L^TyzmPGMPkVRc zxUXYfWvY0wpZB)6+~SA;RI#1Q3wa<ONT~*S7n*|v!X|vw>&KBg24|^|m-Nm)iug;D z8g#DmS!Ar!G2a+1&X@Tiz0~{1ExOC_%ZVR2m-wHB)RKQr(!W3+hSG+jO%q*)`{%Xh zxIPuwG<zQS)+5q6A+S6sk0<z7;q#i)OGJ%E6~+0k!Pac=K674{s)GtcT6NTp-THEL z{-2>YNrNwmrG6oy|J5<~vY!}E-%_qf8!fR%S2qvX8PRCz6xjL8$FgB`(ED4D88W4^ z@WvB8F!{fI(aS7L6A?43y+dOmVp<^2HmE8k9OW8htRyKmdFSP0L>SghFOf*fokGRO z_qD-sYa(Cn0v#9tw0^=PD3KMDbB$8o+j%VVKq3Dhlr}tcjl3?r0LLmpawo42I#htz z#d&r(ZwK<`Qg641^`8`O0XB6*A$tKS`5HxL_0)XOEgPtEl#zdA0ip9{s<J^#owuk} zc+lPL#gMa;8|uTxw=9p%_h<nuDb`nmxHgAcsGs`ph_toK(M1iYNS|a{e(;e)rWkuu z*(CQ`tx#22@MFL1&ngM$g?~O>4~qN$nRLlPuydE@&K|*;Kv+D1p7N+6NbfDWk$ySv zw}gFE_9ZJXxB7^`TU1(xJEb(uSg}r9@BvdV|0>GvodSbL53G1<z7<$T76>9W?#VWy z>y)5pQtU7p(%ju?@ldz@cGj6zo!+%Wn%gLM0VDsN5NP16Kog3o2r+Vf);u<2p%tww z0kDQVz7|vj{i<K&V^ca{7}oT7AT}`iSrO?X+xZNgB!e1!1-h`o@&uh;*Y0u}(wg1j zT6k@;0b%GTYx78lK+vs(W&YGN?wwR)RlTJP02mql)**-#=?MA_U&cB)QfWn{u0-B} z15Y7=&Uvbt52aN?9SzQrlFQkBMwZ5k(Lt{1*Vf&~)0~F)Xtq%N%1HMLj>d}W|GAg2 znzU}RSX5Y4d_s<E=ym@=1HzCZO~v}g7*zo;rjp6Yy*H;7glFfwP0^Uzj)j*u<@OII zhtY-9igZ79J*D_F5vy?V#G1TH;OI2!bbr>!H>s7eXDay-%$#q$Cx-p<K_A2Xr0UAh z6?CJ4ofy=?z%sx6Dcc}Pnby~KruxZY(>@Syk^-Ow40<cvCq5PaMA*!#-07*)a4xFs zU`2w{<d7j@a5puL!jnURSOM9Be`2eeUYS71TiJQLIC53~<tfX82haUKC|NqN#Q5vI z#6`A$_Ur@q&#l&<sHlMV!0VMOqMB?VsM&m`^R_V?r1Pi=Xgq!6i%B+b>Q90zTV4c? zXTj@e`^HfZglLVFtAPW{n)%L+$)bcZ;2BoDo>H7;+N^jD>6Z!qUzNRgJePm}H*8Ck znPetAdyArEkB}lGBU{;fCL^0{LT2{fn+RE%S;>}FW@hAm9r~X4?>z7OyspP}^-tf2 zZ=a9jcpvZM^?r@#us#f0I`L;1+Mmm#j(*`9W)xGH_Ee;>jWG7b!1cZLxBOG}*5Y5E zgh)gt{!pmWA?VNfYQgrDQz&gkuVv>zhL0ZJF0P0f&a=;(PG=aYj)7Qjn8G^<ae~#- z&<@DQvJC1aZn78NH`LA?B{X^q7c%f2H}P7X1G84qSrMsBPbf-BrIGoOeocF8#33u2 zkbv%bfG-YnP%9*zC@W4F7pvFb+eqACvfdC3$iSS<;)vvQR2&daQixh)q?mNHp+Hg? z5o&66+{`7Z+jCzI=tO6V!<xw(EimT7+jMs>>RSrDoB5QM=x;sJ#w1Odrbq!Rc+0CT z@n?dA!l@STLcc~*vy;w30FN}pVP-Sb=CO3DFKA}9gt9w}`ghw8a-AurGKgybtkePB zijIdFt7C&4w`ErBL;hgm?2iJQM>nKPO4A;%&tYhz+zG^+;K67Q$$kw1;1UDptkY&! zwR9xKHeMoa+o1*K$?g|}6KY{osxYo}05sdof5w@bcW^(!=8=~(Wch|o!}UDwPE}yZ z-b~>Oq2_z*Z*-v1KcN7po*<nSn)3dB6l%s0JHxxjc_fl+l`7Rsre7{{=#C2C(5FA3 zo@txtel_>|%G6K0`@7#EB-j!;ImuP7eU`=^@rTh4odB)c*La-><Qs>&Kk9JkEY|MI zut&#IZ0pXrqqhe|ST7OH{3`6tvnbn)W;omm#jhoqjL`R2&VKpz>vM>rW>}XEdqtVa zP`69NVWOQrO4vvQ$8Eymwt$PSPrcI@aaqfcFRyUm{XQs9H9~zo5~jEHc}{|Is?g!l zjq+cvJB5?J^0$W=7%EiK&^Y$U%WbYDCCA)7l2_4`{v}6W+hzQx@r)D2=uS_!u;6_A zMUvFc6T0Y-s^zfqR+Ff=Fjs-tsPkcMI3K|#{TN3**tpl^K9Kqf>dvIK?35hs7X0M_ z>%C>`J@Z1kZZ727`pMlplINVrb~~gA_UH{_;chASj~b4S8{eb2|IA+Qtyk0^W`u_0 zH9{(yKCeD>(~=t0=2L;k>_5f{U%aTeq_C)sd9h`>aiEOhb<Gn}1=qwos@U;gI^II? z;)TN7{qqqs!EZxO777XnD;C;!bg9qWG~-NVz4`Gh2*QW<6`wRgr%XcFV|Q5)na;2| zsc04mrIX6VMGw3U#x2n5tOz&Xxko`}z327|{r7!w@6m|&!SIkCKa7jcW?HeI?6^_Z zn1HHlU}e$2Pqd{KDB*nYG+sn~z2u|(?GTSoBk1PO`!M20$3=tCbaityR2M$^qP%#q zaz~%;ov_J+WuJ*oPp>MAl>M8A2GHgK!J+rSVt00P1MmS<VNdIHe}nvjo`J!A;2SEE z>Z*y@9pDwlRz91b4&;e{Vkl#CFpuQdUW8W5HwZD05BxcsM}&B`Zy+;s7*%#Ju}d$r z3y!opO{20NHLDupyCh8|Oqs*b<#g`zhN5yY^;F$^Gi}a{RV!r>4uHnQGw5qwbNvRQ zAS<JV6rtq&JSv8h7iy_mvv3o~U2XF57)h@Q)O|J;j#>Y>hJT=U=a{(CdW4zm&Sb%H zw_Q-l3YRg}Tg;Yaekp@Sv+`qKd)dGjS#i3Yd9LaVt*BC!W&R7DrMaruW31{Gmw(ps zQI(Ps5Zr}7uXV?&t#pBu><tnPuQlDu>N8^kb$fo3YrAA=$pzS3SJ@f2e`OuP)_wG_ z(>#<CM>VUZ&7aF8tm1+pohrTp1E4D(Z{}5;G7+9n9ZOP2P4%x8*sJwkj#muD<iBu} zLV8BCX++36v@SzBgH?k_vtmH_<D*_np+D)8!H1yTqETjuL(KHReRcc4F)+1;j&$}K zvRfaZDo-}@1^QbWT%xb5H{h~O`p#DFkQAl;^31~h>C@6bTleklmY+EvzWIoW+cLWE zR}9p~!c5n~`Nw|GYJ<7crZJ+^X427#L>xcrF`^5U^B!FjXd2sXesB=<O~d^eH~LIp z8|`!57Y9G3&4yq5-m+76P4GN84sjRj1Gt{`99o7{=rcg%jc3}uU0m#nO5md10|gm` z+S%1LPK!oBNqHhyEaJYzg%S~WqZXuQBwyj;)7V<>8q-OcT+^uxvqO_qdE)+@n_|OK zPkY-2!~GZGW8=>s&D$@wLg?8FAS4?q-6;fC=~CUh;9S4#)|9!e%pxZ@7ea>SO({CD zwvI2?OHpY#XzjaCIkd2@zAua67j@g$8!o0<cKR`^5XZr2LFEYoGIinniHnTf+z}j4 z>p)2e132<A8)Ko+RcL8xS?nYvBm`(3q8v0eH5Edhp;OExBoq%?40^vK&%#t21yuTf z5?7<HjHXlgjU{8G8itaS^uJd0)a+8ATBaAN+PuDPd83Dh!{l&TntP-$xJZ?$A&fF@ z$!R8{#`scAUDlCiuEFrJ)v4y`A)Q)aAae|>YB5yxZRHnscwY!VT|v8@Yd}HKVE(1m zamP>&m}(3K1u{uuG?WVEX;u&W<z3?yZHcd4>jG&4A?VSdV_(K-(c?;Gz9=9d@M5MZ z`Sm4=EZ1bv0^2t`i8Dt?sWivxw+`C<ugY@K&pulgS2;*u*_gp@ne4%Rezc^}9z7!_ zzva@_ui@g#V6vIK<i8-sRnW&ZUUf;cvemqwx&Y9s>{>cPS@LV+d>tFq@)FJ%mmDrZ z4&wbdA7#K{^~RosAzZtrO5h-uK3eom%tkkZO7kmf)s`RX9A@YAf2|uWx|s=N;C`E$ z5&}UA0HAdt%zYJ*Ob{0r&(UeD8>Kbw1}HdWsYrVOM9Y?h1;q`OsXK2gSn^%-+IH)( zV_FLn_OKh{*t@^{iO_TigNT?vjL)R@WR_<b|AEOyXl+uR+eH|*sC#3sjL3eS^_5`) z#Mab?O>dKEqQw0hz=qSR&Wj@3-&7wntIPTMIuXK~ii%2C;Kde@DZ#<PnFCQLugUi# zg<66r1qB7nx=rpuTF_z!y`xn3qa7g_g6|20q^p!lNrVLHxsClae^p>d$HU@sY^;p| z7@CK;`Hx<C{JyS4eF5jyB?`V!?(8Gr9LPQ*+P2%vkb8C0JU=x3?$61!c@Ob;RG^9# z%2yg2MnpW((#ZD<CI3M4GDocQDn|~^=TM5t_MC~BSO1%SQ*zSX?BR&7wAIJ@OzTqt z3S~nY+ZHX=C>VYiHY**pdx2#}X-YJEe*|YtNuGYTqnpPH7AHmBa{N>Mr8U!nN7!kU z`6jK7BLAkjIcHmWcZ`qNnQz`>$mW=zC@0Pi2-SjYjkHSiqw3Vu>nPsd-s3QMu+xRE z;NhYgP4Ldj;P3_-@h`2QqztJva!8P=0NGM>yJ6>7AS$TFT&j2cAa-U-s{4TFXA9pv z@j~vpYMd>{((KI3xh?&@-venrqjNa=lsY=VJ?wo~xH@{znD=`}Bm+6o_U{kjj;vp| zx%TIVIasb<jRKa-txk2trumc9U7&L%#8`QFe7W=N?kNEg;}ue>j)sg~6bA+~lzb-i zK(mnxJ4?ei`DjD>CqQk+ECER(TfRuE<G^tNxui{{T?_|{{v(&<-T9^YnB%|?K3|H( z&hYT54K0*!_4fMk2FeD^g?d{J<OI}Ngna3aS&M=U#CH(d50~gI>Xj$UD};sQv50Yr zCm@|1##d0M8Og`Ka<gTjv&1^B>Xk-~U{8Z=a3njKmJ{sb%VYWKgUO<o938htwKV;i zeA^*Qrx1c8bIVYP<xMPwK9RH))%&BN?;%s%4;6D9>aq(3%T0PJtcmkfa<CHXUZgv$ zj-rrERx5ejxQ=4GJj%gE%LWXXiI!FC%B8FV6OGEdqcwz#%I)<Rp|?b<B5Sx6`++$K z4R{vAt;O1}kYN|Mi89GWMg~FTPGn`^PBO<YQD$n%#rK9}@s?CqnJh0Q12yt;Qqpy^ zu9pd<mi9A$j@a9(E-x5=>|5md7C|R8Q|mMT1Fulij4YWTRz8v<lqD!~iajQ8NviI> zZ^RWR&d*z#ZKwc5lnD|2zFM)BEHd}YER?Q-lKYs9aU=0lftX3@!cf?v?YF2`ALa7Z z)(VJdkyXtom9`0I-q4|h?IY(J{RsCxT-Lyfa0bhY<{O|GaKZLr)+U>FSM}KWYE^mZ zvp4igQ{YGsTI3LqySQfTL(lkZuZI(b%&;DlRzV7`Y{~Ic-*!`{i_jXa<EW!~n!P*@ zu`Qg`Pz9qXOp7IaRjJm8YNad1(;LRJxSz#=Si`;7@(4xh3$<V2UKGFB{?GeY$>kc# zdF6()$fcNlji7u;EE&49TlmJ3MgLiHw?q2#_9C|D%^}e7|1d+-9p~Q}Ug}yVUgPW_ zc6v%Ic*An`=bB=8_nmj5+lKXi1Hf}Pn-#wh^=47ZASgYP1F~rSXOIo1Odkh=)LY)~ zwiWxXLP0gV<?f0t1sN`SuBC7ml#m>LG&c&jy}(1~!##Br%aOwT$Ijx57b2%j3nn6s zAHCHIJRRH5$K2i~AWWN%Ta<#n2={^P$`sDd;ytHTqN8x?FT(WYmGdcAv|X(O8y>i< zp1N*kD<P@yX2xQ_lJn8dBqp=OW#Dyngw2S42KbJ3l?TuB`EwXZOx>RV0>=H}88MZe zuaPI##yAaUqA2Z#eTnL$C8qaZe<AB&auEA4v5_#LtW=kYXVrXZbd+3@N#gUHxy3B$ zaOxl5>c>b*7loWMHi`ZSQBn!Zxy5=uJj|5uZo98&?aNiVa%j5IIko(<{*UzG?_`yN zf=>qrGuGcjM$-})tkkWH`4T@2kl#-s?fBSI=YYaYC1Oq#M{rB_^_i=bl++L$(Q>hD zU74~`HK6U(qf0*&UE!<?2teyHhljXET&16$dF1^{d-zB0c7R9A8ONW1p)v*(wV9X2 zHio2zJ){9h0vt`wUlAsCAvkVs(HO)MrW#zLUZG=y8c?%xrVJs-fgOSx69DY90tTNY z<DB)sdwBi%Q~;Zag;Ad%>e|{zG0M|d8Fv!V_4aoAw^kxz(-LA7mjww+_`H0^@UuK^ zzueq=-Wj$wYeDNP+xW2A-`^km{%gEBP_RH`o}!smya9tf|MO>GiGCXhta+C%RLID( z3wE&*`}9T=z0Fatq27#siH+%}e-O9*X$<?RJs+E9rh}<5jM9<!3a0MB1Gea9%E-`f z!`f?Nn_`lP{WOvqHZY)EWi|5|lCaXMsw`;rBie*xI&PsL7Dmo06&zy@@yC)SEg?5F zd){#UBaPsn+4}wWBdrtVAM^$UxOhv}yE%Yq?CTSX{)!)6RkYTO__ilrd(gd@o0Ax@ zX`<#9LHDrSb<Z4lGLj(FbF>tvOD6Dw40PPsbQ<Cz``ZPQ%I<_oO2Q4DU<BM$yyOwO zbM!8O^yasR;&h_5?uVJ5nN|k2ol3QtYwg;a&+--|KjJD*i4c0>pNO{fw6iWnDeXt5 zt1_)d65R+MH~fVOBPqys25Rk0KwFaYrg~A*T0F=;MTj_A()pT9G+D)Tcqy*N5|JP0 zj7sxy48?!#v@%%HAX`u1{c@W14v&X4_tfSmzT?vgKfw9XnTN|985+{Rm@b%((|8C( zT)gV3-lSVmpjg9g@;Ql*n8FJrajcJamU=s4d1b4k2j0MX0CJQH<^D{QxqMrd1u_zk zFw!MH$So8=SkZ!UR^3cv#s1?@m>*xf`FQBMFs*GC9+TkHddGIqIDr>}8Dipu>pjEg z%eJdWHM-m+%AL~zkHV&fyWwe;j%x7cea;!dhG`7J+c%Hr`FJeHgr>4;w!hHmzIPYb zw3HAaNF<YQY~MS)dDhI9djSLU&NosCde)TU+rUCL0w@+qk1E?z6h2MsXyKYi0t15t zOem!2pmj!Yg~l(xaeY`^G6J>zhL&}S<7@^w4JucIA3r{E`Ur+}rk<4nLI+Nma<*M# z8Y@I^r0$MUwGt0tqw5Nl8cM>VzLsm5gacZ(eU}PFqXF`dV<%&%jc%xU_%d^%@T9<` zKGT;#LoSly5<NLl?atQ4)Cbr~Ak?t1m^tk`@FuyE%1*NvRqp}+g}{c?%N(T8ijtqW zWu#$$ax0i}x;}dY?J|6M8mg=%-xk+CZIG}6u~N2)rfDX$Ja|Kc_|pM~LRO%6SDwrL zcjzds5pL9h()X!Gy8@AFj-TkG1+RQDa<ny)Sr~jjJ%l(p>)GppqWx35w6e<M*caZY ziGg2P!#1Th-&64m>YA>6P8k!XS9}W5@jX*48dufEcm;kW2MaA9Lsuvkh?+P_A4DsC zQecU=bj6<aQ#7M4&yv)&$z;^;y@T*M#R)M#35E#c_C%FJy~+{nsakYUayT%W6Q$(? z%ncUcKFl8HU4dS%%#m-!RKSb1HbGHC!%nLbd5LcdygU!r-|*Q0#v3rcC}dijw+aRF z)$`Gd^B=1oL=lM_0>GV5nfs-rfc<n!y5JcvnF>67$I%+@Xciw);mAbX=22mCMR$i; z)?Zk6{z#r6w5p#zuu>NQJQI}+%0>~%tM*Ah4oG8u-~0NKDKb8FOgNqG${(R5n()&L z4SEHAg<2(6DXzM8nZ5%+=_Ti4?$=<I0I^qrxN22S%SCTGYMWkN@*D>tjqbKVpTbQ` zBbhx~KDJ4&pFW;Pl21d*)!4VTyCzZm2)gKN2k!z6JgLe0*-(=#O9}*+h&~sWnAzQr z$0#A9BL4Mpe+Grp3!smXqnjxTSUK^729I>O+<+JNV82X-*D5K9<5j6uoqtvz3oGO# zMh^dn%WNvwaWK}_VJYCkl0><wo?4F;efZ$BhLvE|Y;m0GOVE!ztal<;v>_F_R$_Co zSnuSCrT5B82>W+c$%@4_fCgrc3$~M08jx@w$1l?y_HeF^)j53lD)QVLIH0osjbk~t z4FlY4kQH)vcAi~XkxAe&ioa!NJc{vL!i-T62WM;c6)YPplzP4twkxSA>RsKjJ0D;2 zJX{D+Fxl5FuO+nc30)R^W@T`8g8m-4$NR&JjKaciq1@yKc}aV!%^yE{TVA0f3Q-Vg z^nZ+(hJZvHoMZ_?4;SQkYipg9PV<Ie)w_`w6Wwq-+WB^UN3$L}veX_TicilvS|!@0 zxp&_j<B!DG89;8bOt(A4AmmO~P>|~Jn=M57LIf!VJ16zuMn+xu!R~Hbe?RAu4G2Cz z0l8ab{;QNCnss52en`PGvg2z_y-#H&mI_V;H{`~))-BvYo{eProhkQIM3ply@R@E6 zjlB)7mHuuk_Fa_WoBUAe6mFJdvF3YEivbiwQ)U*PgVCsgWf+avXE;G~beo$-(=rp& znK>U=8a9M-(Y1dIHsJR}YuLR^PoG+0Wy0;I)V^X6@2E$Pk}`6N@jU<P$uR9xh{3FH zp`o59?spM{OrL_vD4Ce&ZBU8+2VMizpCcOy2@Dk1M(W1tn&3AK$(xePq4EJ48r#Ou z;0nkOeZEs#H=z6i#m65zP%5k^GBZ0&@_U0EmGtL#pP92~x*YC=<g#l;mRQj^JICMr z$hO@!M^i)W;on+&akx~Wb9t=uXm|XzZ|eB?n}It1hRo?jlXIyt&=^Dbi9EFv)mAi6 zIU+j1puMP)E`cNLw2}0^6vX6=K{7A58zfM}qN1W?=W#Dz_MF@G&_4FU{c&+RMqACW zpZX@M6A|&z^IhYpk4CaOYMnQBc^-Cl(uM72Sdj_SIPXqLcJo>Ge%M~%9-nMFX`fIA z35IB1Rg??Xm##a1-Ca)~>5hrUY`v+rIFRx(>o+-+-mai*78m0H-GH74E1)2&Kqg-Y zQ;*T2r}7{L%=@bj1X2;fZ9x0f{u@-r8d@AY#I`p<Sq*qfpmynPfh9Il$f(%rdg6@N z=o%s9RHU*{MxT&t5FuKu+36v$N4v6lJxFY1`+yR&)2S{}=w*|z%rxG&fSM12FFo3> zUTSI?JwDpgQ?2Ex8_t%E7o&NvRUP+E-ShRi_EkmBLO{R;5D|3wwK6Dw=9y^J(^n2d zrig}<IHY5-pPOy<7YDPGZpRuFxxbdB)G_sBsXsjCgr_N*rTL|J%%Jc)fM|<wZZ7H; z@s{O=O#mnM@kAMyYXwdQUvfINWWu$r$oGs7lD&tsfsT>5|C1Jdk3p>MT=Pvs1L5Xn zp$BE8r(eLqp{1wC@al=<1bNR^fJC8?-Ermn_U=f@^mEd!7vm+baIbQJ)*vP+yXHrb zopau7Jg5MI{fX`IRS0wGr+H@zR~v2apWggEc!4*jhxRJ&jP`|=B=d_R!DuP&JN7mr zyl+fp7Q>&v%sj)CMGs8m_nE3yB#I)qvGAAS7WvH8Nl))OklaEj1TT9H3=AwvU_*X` zh=4(EqW}V_M<B)x!RI2VO(rmIHwR@FUVUis&gHc3xKcT-0AKC`otbt4H(>g)Q^(wj zB*xLd)qT)?X-4rxxKBhlTsU}bz{;RGj;4Sah6VvI<c2L-034#jx5&iI%-p_k&j$-p zfF_nU((D>;q54y<toyJhlwPp4SJ8qe#^TI!LFEVC=LU`7wfxI>69vq@7uNF~ococo zo2mIF+Fj5%(f#Aye5RJ&C?b@zsdOR2BK|a<!Y=ANx#0G;^>P>zBz+U?O6~L&JNcb! zog;K@yvrSCKjOeFVt*5x4u4TFHrz+-J9LIm8crg$QgoPezhp_`f(n&|HSo~5*CkJS zRo-^>^(C&UySbI?Qb=6zlGBO#v>B;;n$c`S=j`&KE2=B_)JX7m(T2hHOz>dZ!tdCb zX6Fy0Z{Q#=gG03J34Ff%=|f{-3$=h{4XUH7_p?T@rKQKqFwxK}FSB3*)&`&mC<DLu zra}ARbcs{g7K1|<i;2l}V(25`MOq%Y$V9gN>uTSQMEVw`;IQ<AdBzQ@mp?xVs;iYb ze!g3|_0>xMGo=N(TZiCF&o(jrv)Q?o51CR?LkH=ZYKdxvEfW*=A8=@O0_g=c3Z69u zjqK-!DixU!T}xnLV0(mfKonANhsdjG?%q@~pOnY5Exk{S`JJRroDc4ec`I1(T*1$_ zx5uTxQxfcsMsAAXnsQQmlf|~hnmF<W<Jo&+Mhi!wNq8b%zu!M7sd7^<xO!H=h~<xe ze|!FI$5@qu7WviZAyF2>)dsihWlsG+wqv59DNrO4%*V*|C^|v`SfaNtu+L^$Po~AH zC6F|8H$^~=Y&r)EpSmT{O58A$(dJG)o*xL<sMXnfQZhQoHXdaOhsl6+A@mcd=pE#{ z;wkjgPA(pnHk{f*hnwwoZM;6+&2*Bjht-@b(@%e{b&1>H*o<gA^7re!nx&(>D~b0y zo0UTzvfPPSSd|sEMRv+&>&&f!R+g)rP#{O3SG+8|gZnk-EAL{TI)+*?s))#wdQ#D| z+wulSYc1*sXTG#KoIzMr_>^<1nMV9RtvZM4<cK{gJTS?QDZ?}<h65D?7^G-+?RR@k zu5LvwN<FFBh^b#tZwU`NV$H*}TNW?Y;qtuwC=bKp>)YF}d+<4S+nYF1;-~F}i}tTQ z@#4&tUn{I0ame*0n24-^ujCu6sdbQlO3?fH^3L}!%sjMZ4{V>IOEi9cwMSF=kjDP! z#j_KGq35hYt*Puj0g3_d^#@-=&no#>vk)z+=jr1{PUM7p4#OZ?jTWVVY@m@0|60zf zaQOCd$Vta1huPuH#_4ay`tQef>l60+#E=d3nsG0i;hMW*VBUKYUl-(@A;lQ1av{P6 zz9TJ;QBZvGI-)JYqKt{@w_()3t<~smy&5@r^O-k0`DpS}>9NYEsARzP1Uzl#85AG` zXI-AEKG;5mg@X&k;$-2-())FVLTY>~<U#hrx>xb4POb<*=cp*euGbXYfo1`nH2JA3 z=-NnhNIz`0_UIU;Nc?m45NS}|&GHlQ2uZfVl`GQvbo9CD*F;nGhZkQs*+Z_2*W zS7NJy;eD#ZHtcwAbdb*-ULIpwi`o?A989v<v@npardri4*_`Be7~A|LlcTHq^KDsV zxFT(t$Ps&=IH+5xbXH#mDvcO>G^CSl6Hg{eD!x4gCe3F9hA`5`AGg#{R)(>m6pZQr z-IJ@!d}JZZAy$*5JzC+c`l4Xymh7(&=nk0kTGgrAx1Ll#FqXm5Kfg}&yi0nz{T{!H zN6*ZV2GOg=&^!4eMOiv?uHz#0`j3l6Kep$p7Tv$kYhMH?E-XuGnND31TR>)KQN_n@ zdqoy`9P>H5wSDh<BjVK2Pv<+}TVR*L4}~Wh3ZTT0j2+~^qJJdPJQ$gsEaYXQ(DCu= zYJNDFy(VuWh~StIl`4a@P871oZX_v!y|ZYqu+X7J?Y8fgpZ|9J@VIHdo=Dsj5@Yt& zJs?`S>Vmeab-7bp-?X9!M4K0fsYDs_PYr&h3vM~?Ww~sB$B4#DwJGgbbo`V&U)lWb zPt3tsvl7gLK^pMnWV9b6+TAadT{_hJ3TsOT)@Xss)vF}p@mE%3yTy%+<I-kBypw9| z#Mv)gdVF=OyfOy!#P_f`l7VIDB?)`KPlnF7CPV#C;-LG1+MoMw<msb0+yf32^Jl|z zahD}NN-BTN7N9*9*I_SBxI@u&EZ5j<P0MHb;-etF@28tXwo!hTlG8VMM0ZvdLZLu3 z#ClDTTj6d($!;Y~EMhL?7OYvix8V39@V9^YoXIWw1p=5hqg34d5_A(YZ=mLhfvDBi zt*X)DlFNOQm22bzD8x*8tc<v{y&%1)A(4^;vQtD}w=cVlAi?ls4<^<;0g?DHgS@G* z`BmO9$~jvOzc*iLyMBw`8W-A<E*2}Pc4?nbz{VGk<1m*uPZ0$|gOoeEct8PTAEw6Q zy&pb{zq<@DLFRRS$zC{K5I^tHE4PE$K0y}qxbW)krkME>^#?CLr}&Q+(h87jR>3sP zkd=hCHwmtW9uNUjmupL_%G7Y9>fRfY*AQ@iU&$%rjS>?}5<+bc`tXL<dNE*fawl(N z>J{h~X6Bkdb{Mk)33}4jDX7{c4Ru*)d2*F$9kfH@;_6;43C`TDG*_-F5SIGBvlN%I zpfNZ&kQZ}Y_pDuSLCV@uK=B6@=L}tnq=*PF9n5pT5$P{TIixUQV+%Q51~?i2y<DxU zo`-WwBEd}bITZHPx6(Iu8jXS{Z_@jgKrhh{;SvEv>qCFfrde9S12&0{iOD<zgIG@W z`WSC-plLfK_5L{>C{CHI10}5z*Gl2o?;1g9G@cg{1#-IvUta<lN=7Tm3;N_kwMmlX zq!uzDpp!yMPk;NVnvSNWuQR`;<v?S-YrTuAqH`>piqnox^@GNx&zGo#TiiB5VT#Kr zNcgTswrY4WOrr&9eYph8Y6s;^bLx8Q3)vTYvK{!u<D0!P^$)E<ga@1I<w>dL{ub@Y zVMbkkbunkiwG8UBKEZ*i!q=#{v<g5rE2MXjy~4(fdx)d|0y^_?x~*UGw|;L9<i|~R z+wEo@p9BzcS*KQUgEF4fpFHCTo#wq(w>rUlwD-(ky@+S=UDeRK?}JsM_o^=ZE8r=s zE~;jkQY8?y`Wp5slH!D3WZ=8`%j^|I%p1>d3FiR-jet~1)3Qt^FL#zl6%kA2!hxhi zCJ$1D_lQC&w0#+aZ&xota~cFgTXP^#qG7eS_>eg)DEyUD9*$gO#09RCuXkOoF17#d zH8js^%Uq@I_`e^3WD&vWgT}%3{yu_u2UUry)Xm0y<dCzAPdB*O*x6-37wpAX5GnQU z^R4+P1P^p>53Sh1%AojxEI--EH-95kvGd;!UzVPc0R}Wgpkw=BY#W*IgWCCv>4pTD zup=7lnjj<vxPL`Tv+t0xl@>3HhV9?VBZXCUam!z~h8rYkHRXG{%=j<)VKLAfCkba# zeEZR=`LqKDkRV7a|66iGWk`VqI(Hz48uGc|>NYPKo`jUt{Km$gDT8y>nqYZP5CcK= z(kYfM9;4uYm$}>cqd`r*_}L}0hDKRFTfA6~Mh7;X<o~ahum%&b4waaonhv895j}|i zPc7lDE_xeGZ0v0326lG}R?Fg4$BjvM<rVbqpI@bMW*@rW&K9r|kj0DLXm(%=0Y%<_ z6XvB6^Gw<>=o6^bXmY;=P9e)6)lD~pi?tN?zZefk{m*##`SV0=Pxmt$>M7^Df5eZ> z2GcP|<zrElD|GH$tTxpjA!GZtyY_@E{6B6+_73N&er#7C$gjJA=nv9DHJz&2#tpBm zuI`+k7JXb>SXkKAM0<AUAfrYa#aY-bZ%N6Kv5G^R?D<i<8v_snaAN-F8;y*pOcsTW zt3UUF+R`f6KLKka1013>{i8Sz48D8`+!b0>!8QE56Abw*Y6F9U=0QHHE1XleNddG$ zHa0d6kB<>+AFy5M0zGn!oIpje=QuoGFU|$V0u;7bErWv*phRxALp?;-K8hO{Smu=i zyIfx!>UPRowise!&5LGJ|A~*Ub^NKhvn_VAg${F8_rp1V5@zM=M*@bQ2o&d)ib=FM zr<w{Gg+@o;h&6XaAo{(r(!;TTVeG(=08tGVYG65itw2qX35unF)CqaZSjs7tUs%ey zM2o{D6sX)&Liq?z2Dug@h-<GLHVfR2XOE-!Q4P6D&wpwxsMY<WOMwO1!635GW&YQc zixC<~fyoVaM4PMAK>NAN{zj1((dCYc<Q8Nkg?8CMj`EIBH<~BxWC=Bx+7Y{Lpn3lD zS!nbHzL&9VZM{x=@99j|UDQxIV)%D#AP>hFd!tsC+)6doi*1$(B0+or^0TBVp_(3N z<juZ;3naQ{W|ocDdH)6qkTLzZQ@@z4J#BlqxZ^U(&cJ@|9)_qGJR_!fu$Y2+h7bZE z&wyW1267Y{vj4;w7*Vl8e;T<>TOg}H*|rK&1#0({t35gl#c>(VrP>vws&u*1#(ke~ z+^NCv8g4UnKow(U{bxC8&1$*RK<x{qWJqJqaXC%%Nh->?%mWtW!okIiF}k8d5n|Jm zZ_#&<s|_fCssZOtz+)}Thj4r6c4zv~bB$Mi`&+Jy579<O)|fkO(UPU}_RzU4njxXA zrNXDdjtE<q9+lflHs{eVfbGVxqe2eoPTJp`k@eszi9de)&rJa|vp|mvaDQ-H5t8u0 zE;?;`>);C~|FfPzyJQ@3aWLujP!B8YRLh0&0Qi$s-9vT|>4T1`_yIq+t3n<Je1RNJ zBWQm^k-`H_O9f_^<U}`a^H+b(*}8zaC*IYi_{3N9Urz$0rzME+aBc^=VR-#k<nM}z zJrBjd;D#dnOYx&Nmunr>8=)!wuLYL@{8eHjg}|6qp5H$^gQ@(z0;DI%(*$5cOXz}m zTFBqW02&y?EOEt@XLyI$t*xm}o_`;~ryE1;M&`0#ITriz9UTG51<SmM0!ym-(3TDg z2iSeF1OHuA-qe&C<a^S<bN~z=xb0U4*aCMS_X-L5*v`ZlOx8-8zXFsLvS)m=x<Ewg zU$ClGVNtMS1FIOsA>roZJj3}Fp5^W~)}$u4x7dVbd)~;x$M8`pQ~s-w$O-mdx-U=p zQJ^=%_xOp__Vs;Klnwj^Sl+*z(zm@o7Oafu{x<4->#lhJ4exuJvdhEkdsD$p*msNS zRZ!@iUDC*oTyG7QJFqF-|DP}nJ)#ipp82T6|6f!e!vi0bhbs&yNyV>Gt+$RHHms&! zM6NGMz*t4oUvK-rXvB}g_ki&YF&SC>38Lc;_9<@#EP@gf6IF`ekFDcezMKVTUr3Dr z8nus;Gam}Su)Ws}$q?7Zq?HNbs>;eQ!j!@E|7IC5VuK)Xp19i@{HHP%$jL`_PB}~D z^qE%q;rg6JUJFH<RSf_0(Z8Lib|yhhWfDJeOTQA{73=U?R!CA{uWHCZbNJ@XAaJW< z6a&Nw4?tuP543fVF&NCKb=hSEX9(3DZUi|~3_uJH_>b|4iS5bf#YPT?{qKiYg{BXL zUW}teSfo}!VuC#ApscPwzzCTRq}~H}p;GQ|^-j?934pmEOdMn9`Jw65bpRq<-QX<3 ztX;#UUZmX>8PB_T?68+#V1t-37+(7qmFRB_&h6H*cdv@7*z-PrZ6snN8s97EomHMj z|1P4uGq0A1`FG=MNMVsA-Zg#1oW1#uv6wba^LjopqNuJR1#jMUmvz4YjLN%^7(xs| z#!5KQ`N#MA?enA(M7`mk-2f5TXdL?LDG7!=OiWyJGI+-V;$#&Rq8oE~z<a;|u!k>R zuz}r-lt?kS	>;SUExD#E8_geCFkTbUpM+Bt&mhrE{wuP+kY_b$bDGkT>X}gPnqO z_VBfz4Qgs?;08oeufXBXdVUFyqY`g(BQrN~Lj&1BMFjR^Ys<4nV=fQ2gaJW8t?ljY z%<Sy4%MA|eq%h)yW72rd4T3+;VpYH5z5J=gU{7Y`J|zTV;^X6!#$j*($XyL?GQ5wS zo!}LxSFwn79c(<N>KuZ>G)>{B1_OGKqTaoA%&7pX7A=$W2=gf`vSVE6)-5y2K$*x9 zs+b9z+wl4aL00ZdV0^DGy$s*LgA-y<Oy;5#=@y(b`mcjXSXzN07fG`Y4c|hoxS}y= z!M}rqB9Xr67chrD&EwfTI!U|X&`o*00}GJK@F9EfG649{`#OHB=_$i8yi1oDu3x|Y zv=hwEl0dSNQEUTp2hgG8S24`(@_I%WEEh2Uqp|#noA-UR^JmNz2m);7V2ej$w9lyR z`mv{n^;>6MP0j55{IjwrI`E)F*m$^!l*eiYU!BM5R(fz;+1}Zav+0Rq!Ur?D4zTS4 za~}p85szbg=m_Inx`f#RegrT(;IW>)3+|GkFe^9c3<HO)Wu49DZx02nrV(FA<h=kx zOQbal9qm`q-yTAuW&(CZh;3mPy8?W-fUC!CdE^pqa$j^V^U|Gen4L|vxC?K^kdn&m zwt+>_&qWL=GUfHn&3<r9T%D|BMQrup4FJ_bZZ_SfBs9#6^fcAZ+s~$7o_YK^*;N8L zGQ`0Lc~Ri~^IYXmPfs`fl6M8{CBQR|8vN`a6@C3dPsZT~*oED)`;G@d!Y+12NT?D# zQ#e7}I6{))cGT4Q4vUZL48NDZ5uL+q?fBqe4(y^7zU=YZF3S8lXg=e%nU?@Ftb6d= zgdEmLU~IfpSUoLgQxG1G&uj8oB6}FY&HdxBGaNI;rd1UJIlRr`mOd;aDl?2D-kv`S zm|AITYrn3m;<+D5LFWd_)aS2P7LwvOfn^|xku3WSaBD)0o`SBhBK~e9<?kX#a#ZNr zM*z$JoClr^xGVvFz;mt=K45k8Q4Z)u$E!oS6!Cr~HWI<K=<6gUjgXQQ7A2#8{`|S$ zf*n=JdKLxcU~^{q&*^U=lhns6M&NB3>d2vrY{r7pEIn^x%o{ZK`OmjvdHS$X&U5Da zW5Bvz1Mq;@pF_HQwZe25z$3P8?P@swm#O5o--3^sN||9-94L^1li({*)3XCVphe5v ztKiYYyS6dMNmu?pq(HGrKwCuFhtuggAPg?hDlo$71}N0*8b5#ksQ7ppFjN8q9TxCt zGz5#F6WBmt8hWRFy;!&T0W{))$8G?#e)r!$tMRV!&_5l6c?mE4u55S;;4w*~U1uK% z+*3QS7~%^@PC~Fgnw_e(1BVeND-V5Wbr_%tYa~B`>@?8gTOEJ<4<;`#rbC#^;IG;W zl@W@A$6NTq;Zg%>#9i#RWIfy|I2LYoP*~|%SoEdd^I3t~rmo1s#H4fWOMU_%D%mwF zz#a1y0^Wd)mFeORsqjRjo8aSoH83>_f@_=G+&t^vJVlHd1SBIokn}A6k+L!YB+mUF zo*<{lLfs7Vc;Mjjp1HiT(g@TfbFmnhz^qCxsPpV8dgs_!oUZ2)L*LU6K(y`$bV?M> za$jN`U^v7Cbqt~`S?Cg7ZHOGEU3v%6KAq>mzE~ji{)t1hNhY3?{(BeZggaj?k_!dG zHIy;m=UZvH6J9-<h7^ltJbU}tn#h*~DTOSTa!{i<DP2>5h<4uJqH`tKML|hMt8EB2 zr#w&ecp)8=I55~me<MN)Lcah0Q-H>l6(dP*8YqN>$XE?5P+5dJ(f>Vn$Rj2mN<EsX zrdDsRY-bc8l<M(1_x8bs$D#mqY+{Q1={RU?!Qzwxsu4m=@`>}w;dYmnV5a|rY=dug z4pQN)ci;xHn7(o_Z){wfuG4`VkSPY*`2f)6*&4sY%MG4aCUxQX=P?sSx!M-Yd?233 zGuK7KC(~J^jg{-KvgNK8I55Kw^i`>as0hxD8w-sM4JF_gsxQ$G$uePb)5}=&CTqcz z;PXZLL<_c~*Z52cV52iAy}P~GpOONzU_vS?MKGkbad3DK?t<Xw$#BFE0S@T_m<=;R z!sZKB!LTEj0dw8o_(1d9LrBXqp*kD?`c*acE-Kb#%J`Eh5U`aD&U@Z`baa#k#=&)T zLQqdUI-tp4pIWr($+n?~3+15`7Co-59`_x$r=iFQmmMojsD${37=D2bD;ZoFSXX7k z)ggXo5S9lEG<fSAe|AIgRc)~R7(l3yC=d!~Z4}tmfOn~nPO;J$|5dgpEq`}3K9kZr zLof^j#M6yF1H?8G1qpJHwnFcqYl^}XCxP8a0)LNC58q|ylO8-bE)$NZlo_;{bVFRw z!Hzx=nyGNVJu3EKcl_9Iy}Z72W3f}Ri9`HwVe3&ROUlh+YBpuCPXZ%VTtv|l8JWF% z_wLumHwrJ1^xZx^n6aDxhyyNW5hry}*G2=P8^zokaV15jq@7_@x~_d-I0~8Kr#H0s zBYW~5=f{38g-3wd($<C!c7y6}QP)z<diuZ{5sbh1r>Cb^sUJ6j6;R%zT+kW-M$8oh z2p3uSe90RWBR@oxbP}*QAe&i#1V*JtO_i1W)YR0-@2h14J5&^3Kfm|RPr+*|YO}t+ z9&wL@nd9!zx}TpPAvw7m*t_yl)XADo+7iPScrO>T0xrMsI=)=p2D2ap&jq)Z$RHoP z1#Ap1y%v-mIFO6R5+^<Kg;1s%gP&6dLe|t9Ku)zcwOmkGpnCf<1@(Rs-3Ph2vP*N_ zZ&(w8)?FZLRlPmBYR}RQdVMHZK6CGv<%IVoAzbs4>5mTa)#6;ZAoGqfmKu&-Fg%OX zC^tq`u6m&XhhZzsL-~{}@q%7qJFej?Ql~t8i<B!j?2>*CiLHNm)M@Modu47tf5Y!^ z_5=Fo6fq@uBs#~!;LYdm;c*1d1H4@a<-@DX%h9ic$D|!<c9ceFE#lD(hD?eo5Tba& zm<@VEN-?!)5V;7iUX44?;X&j$W#gXeDxu8*7AD>7JK`D=HvJL1;Oxk?$7^Hu|5O1( zTAhFpkW}F!!&@~U{PX~(%wcy{w_ncO*EEvd<j*}R?-!MSr_b;B;|c6>P}@}uGI-Z0 zHDn;ELdI`S0_}^%p15#WR0L}eNy)?Bcsb#4(5(#%3xoF%6XdulDJegJ<!jzSjJ+iY zFIPHrla>J@H2$%z9l$FVJ=^FZ(lbHi-rBOhNW%PPjsHIZ0)$s5?Jizgnnx3~4{D7y zmkx2%iKv1^vG9J0GYs?@_MW?P<^vaiqM@MyGSC~4YXqnBTyE4+5*J5<^n#wAo`8lX z<)mLEM^+r%+k$w!z(^XjM<PuW5xYNdCA3=|V(5<J><5q6fY4CICP3}Fht<>w!Lc4i z12(-0<Ks`h_a?M~&?_isq{7Ox6eZZ-@dBl8E{C;8qEL01!}|%YQmT!`AaDTc0pkEz zfhG>iyWg7%#a9PeWOL&?{wf!H%moF*PE9xIe+MEB!nHrZ<24mbb$wsI&boyrQW#4C z<yUK48+0pq*W5rK<p(HHb+Bt@P6W~OC>4(pQ&K8`-zq#niNEC_XQKlpNUVT(Dhr&o z;7zDOmbUM>Ijsn66Yx^h31TN5l2;+QK}QDxQgMtd`BzYADA1Bvfx(e^{0>Z8XIEFd zpsT5KeDJkE(-PJZam@@W14l|&uXpw4>7XwBmX#jC94z`sy4dO*4e+o7KLhA7hyj?J z1{D({Blz@{l$Eu1-!x(W9sA2ucdwDj;W5LP6z&B%a=g=-&8JeHy1i@l@OJb)>I*^A z4KQllp@oxA{KDOZ^TO`Un>UN06`-SrG}#~tK_Br8KwQ4u-NB2m#&z!|>^E>iehrH5 zh+aDANEAsPBFBfu&N&QUeJzp)`>mrq)h%0JtV`tdVwdsoFj67y1FcyI7jKhRyy^to zVYebV6c{^x0HaT<rX#6cBt-+00a57sM)GtnpIdz)Uciv88n@;kSE&EF*Sz<<jqzf_ zaHyokc?S2qEwd;iORU0E<{89Qn7Q}*Pra9}RKk}>=WU%Q1<;g)I$_5+5)`<lo|d;q zUc<whUswnX4dtJFWbN~z1*%OOTiezSM!Qv*dBZi>7G$>Tp4DqrIdg;kUtl1ZLl5TQ zq{YNs0h93r(d@tfh%Nbn^eZ&XPjQ?nKMrD00hj{W_QPVGI~hg1Ch#XZ_WIw8a~>TX zO`u+mhytJ7s5fuCe0=U#X-lYMksyU;YdZL9Bli{zc{lt;%O)2Fn1qVE$`TU3gZ+hL z>n<mU-0%iXl;IB%$xtPNP2In_)yclB9xfly4U@NoorSu!y*(%dV09=A9|2SpawhO5 z6lU-*6tUnUtASz=Jm95t3t0Yk7m9S7!;tPmKRZyu5Xi~@>oz!2n$C>0zkmKb9a^2g zRkYLrChmZ8O87<o*Pig%e||vYX(#9NQrR2mK}ai7|KH3OI|87VI{G!N1io`1;Sda6 z1_S_v#0&T<?%TRh=Ot#O*#p4!^S0Ih-m;PIXrq1;abbrS4DqRjs?3ZkvOWH`3l9`o zZC}2`0QqIG%0dfN{IeaNkXr04b^(X|^<}C&2WC>lthwP}+6}?UEiOvH+jq<LSI(%u zMu@L32Asz7kZ0T2+h>CBr2GDa3D{>B-sjaqh7SKhD-2q`BB>9#7!VB?R#pPQj2?`f zhZx6AAXC8rYdXV~fwYioyswdT16YUv%&u|#`F1o-!xwV-tvP=h+m!)YIEKOHI~9UC zm?=J|dMhdHe#o`^y$>--*Ytm;LVepA=r@(6kO4zuJW15!Eu8pK039y8UrvVPzi`eO z0of3F6Ty~s=Zm`T_Rs1WbE>x!L1AH858uo6zPlsRw+xro4HpxC$4vnI<2!nKf+3rr z-(1MKCTTcH0d8@>*2g#{HQ>OD27H(qNrVwDF0Lwy5oB_388)!1Vjv*jgtis%yY^ye z@4q&M1t+^@oB1&N0aamJi78mrKLP=!nDhe3?z`PK8?#j;VlkB=RY^P<*W+T=(a`~S zZPmygu$+y7bdLqD{LA&$Y#_x)!Fvdgfcg9sod%HnWlEt`l}E8Zp$~=v#WQ3EOGjI6 z_-2qyhEfQQ!Uie_TVfE>mV;6Y-aJHe`{ZyTT+`o31$=<p;IZF&`R6tYQX(UuNXR|N zrHvCHnDs(JqIz;#UR|9Hbgs8&r#&_lCgfVq&O*?ffecnm(gjR^!Na#oN<{<QQ!n7* zWx{y?j)pqx)@<ESbP53z5S9?R2xwh0Kw0XBhK_!21&m~!x1G5_9m#%uRB?Tat@Tp` z9pJ_Yjk=>hK)eQLbnsoq1>{|UgDEM?s+G3p%d;Y##ym+Gz@l=4I7r+)ymGnS65lUT z3cUdmWy#Ak&%*nq%+Lfffg}&ea#YyZ*oAGSGT>1P`5uqi5IqXmDI#U}%*(SzdO@i& zsE}gWG+L1!nR*c=wB7Kigh}A+uXEZga&RVP75Q@to%bk6A)rit@I{W8lr;8c;*|tm zKvf}L#fX#kqntORb5Ek-93mnml>$O*WDlIb2=Egoa8RLM29n+-I=+{HZJ$M4$5qrI z$5JcSDTHTk0-1FPIe(DTv<tS^#Va?h_tqYRgESlTot#}<P|a~4K)8(TDQ}w*yJi<9 z3*|iW3eV2Yk}SdYf?QobBZmzn_3>Z{_@9r$7_?cn!c?X3ewh#uY3HGAfZBzA=3g@E zGBN@50#eH0QU6GuEJ^I;JMgi8P7<+%#7i|bma_s4Ev=qM*2F9jE?^I`{Q1+~*@^gJ z_MQEa?Fl6WsrI4D=jzC2g48xa(25!kyA0iCPfdSgLeZ10`(TLN0Yk#q`T5UnSv8<2 zwzjt)5fbhJr|Y-ocu`QxLzc`_)g=S9vJ@CZ$McyHftC6qc#S`UL1%BGpc3f9N+ELZ z^TC{3dwcI;_fx{y?i#Q0K)yOB5?lb9somhreYE|T*7xDtH!59SU5HoRz!hQED5Hn8 z*>EUR7W!<1P?=xKkjnC==z*6$8t#@AmarT49>;KW=mnYGD$~Im5FJc;u1p<*`*|v| zcOmSm!`qi}elc&@<ls=@fk_r(32b9+tqj{b3!;NmU~urTFkd;~3XAx}UP9GY#2h3{ zbuz3Z_81Zo#NGG3PNQo#w7DxUX{wMUr!xmhxx^sHmG2;+sgM)r|H5kbzq-=4Zyg+% zK;+c)2d^C%mLT6<!d!OhP0$K_$Uz@42F_-#hkmnU5Xm6pby{Cz<ZGVz0(plJ8vf7< zIr>rFkMb!|kQ2^Za%o22Pv!!e*w=jtI^KXQ#g899ph?;a9>t)JK|l`EvcJFJZ#n+= z6fPly1qCa2bE?+_;s(h7VUq$3@*%Wd5U*_Tg+D(M0PAwz{cR@`b%#0NXv6;G^F`=D zz~aGSL?DjNb44329z2H68^`}~9{w-PhyUw}{GY68^ci|Y^=jeOYZgr?@JCkifkctG Hp7;L)`@$az literal 0 HcmV?d00001 diff --git a/content/GA_1_6/figures/dt_4.png b/content/GA_1_6/figures/dt_4.png new file mode 100644 index 0000000000000000000000000000000000000000..e6e31cc420398f2ff4dcc2586d3dd87191551326 GIT binary patch literal 30241 zcmagG1z47C*Cl+@jkF>iqJ$ubv^3I4DIpEgoq|$IBOTJxp;FQ)DXD}Y(gM=bB`Nst z%lDi4W{#QT9}gduJI?FOz1LcMolm&BnmiHyReTf*MWm=8tBFFP3!+eHow(TW3US&v z6Z|FYE~o3R<z(sZW$OAErE2Q#Z13c5Z)3*j`PkLX#>w$Ew=g#!7o)YiyR(}J50AtD z`~bI;s}&EE8pZ@Pg6FKD=Y~REGDZGFE0!p-L7_aN6=kKgpJZ(Q@Y2<?qQTw~HN7t< z!2JA?21Q$wbHLQ8P3eR6H<Oc%rQaL%YszXTCr2N?^{5$rb8`!ixZ@_r*4;|ndF)gs z;aP@mOj3%ktk?05wi{iS78f%TuJfQ}ebi#ZeU4&=U*t@$ME?E5!OT@gR#uiRxR;2O zlr)usO%Q&v&`g;oAtjAdH2r_P**Uql^o1#**TlggYO2m@#ao<}74!RBoiQ6i4GoRh zUW>4Zh~bTNzQ_0$e5q>2I%Akpt#2N@{hBLBAS5i@_W3jZ(&wa4u}m_~D+8Hg-AC(V zm-tdu+^VXoUX+*fh<L08J^qr+bo=)0L188)riKCU-R1T5w+TlD7k$%>9?Dft-`_k) z5p*)jGI#pXh?S}mBJ8%jDi&hwe@^-370=k(Iz?x1!u6py4>-rCrt&O$<5!0Z2pp&D zH5S+Ni;D6z3zS6I1v$iFv}iqjeI5CV3Hih_=5wuqLeGvXMod5QCMgBe-}TAXDL2~L z*=dErR=TaIy`&W;OBZmEmXt&h(~G67h|$o{(27615_*ZDEBWT5TMm=_;}a96U$dof z@$uXJ|DL~E$#7lzYy;h|^*i^;{8)FmIkm9!^V813!N|tb2d;VdHQ5ATaT`i2DB!+- z|GvU=Q=iMQkwT};Kq`Sv)%owmIkTbN-eRwUs_J)*d~JgiWja(Gll8YkqKBpW!Mx^O z*_QojnxPm@PEJprK2@gcvMVSm`qb6MHoMY%vP|<%uL`@$YOt%`Wr6=pMq2u7(^IdJ zw>p;$KX`T)D8EvFZ=u+~@7h57dwp!sqg34YG~560#p>4_j2Yh}Lt0^1*0Fs70RiuU zp=&xiI`xf>Yn#7cw!Jd;!{g-Sw4Zp76&)Ro3dqi8)PAQ+>bBh1COG>{t9YGO)RR!+ z@1NTjr|UfK>!Yf#m=eOx`-w;cD$TpwCnki)B<6K`dwN=rcNc!Htl%gsD<^UrUX=+U zY)iO)-<57<eLa$xPQ;`;ny%RJgMhugy?TKXB}_|o>sU{@-kTd^$|@=y-3<POFlt?W z{r17ZOIk&0a-N=^WebIBnGrs}*K)K=G@aeuWj7~lDlK}+K7Pz9JFOWjeH7Z-DyjSE zk@?z4$w^mMQd01C^BM7jw+}nVE6w-CwzsyT^{Om?&NMyMg{cXAjD|8bHNC=bO%hFi zH)3^lRXS5E7WQVg@7ZC);rC(<48BxCUS8fb-}TYb7b<L@CaSE^79Gg&@$lM4OCPzM z9c~)*oAI1ooNXfmefsn%zx7wf`|*by^3k+XdH15=^bqmz@VsP@pvMnp9^-9pZWi*t z5Q9xpv~St)>amrT`IqFItCKZv*(%Wj-ar15>%G4mTqgD9^XK+Z2EQ;SnGi-HAzhuH zn!Ig`A-DlAUSP1PrUhk+dYKJo-7ObWBf)gvnx=-Ok=mYVs`OZY_>%taRnCX+BqOPA z?i~;a`=0WPpKaWJdG!uHji93}>}zboD?43(vkBaqIyz)WN*`So_1fxyB@f@6sxxm5 zKuft}M}<vvHF4di&hbY(tisD0yD_sLjULDW3n8KjDQ~$D8MJ#X=1un6|3WzA5<@hd zsAsm_SlLO}llcxjF~2`oGDSRm9=GJc8`9jbSorwff8B0^6-324O~8;>8cMX^j2V@~ zvV=uPkFw$)ZT<Mv;I?97Zl1td23xo7#}B$Ywj(`9A}trEoLBGIVqUrwgG}`4(ko*U zYU*&9q@U0YX<J*4$r`)RqWiC#1-b|>b7w<Ld9t^Nm&{`v9ZYbUSwMj5ThaYNkLlCj z>l$SS!kF0DRE>ISCECl69OZ6yuaA|p+`UVOhKA;yMSzRj3ImOei`$*FL$y}he2Yy> zOWU@JDel3{HG{M87#+pL#&!>a3B~6m&g+;sI0PI?N+g(4)}!xI=eD=Yh5cYdqoaOK zIkohAWZtnG#YF|lMN-)uCf$7Wu%fn>%5k>2bmCQ37Iz}Y1Eu5Rg_t{Mhg&~5Q6%u^ z+liy^I>vZBe|@M9eHi@zRGK(By<QiRA_;=H2Mz7746Zz)QYz3?zd_Lsox`-UvQnik zHlFJ1Q>lM;;@Z5@Z2f!fJ37krXM1q@-GLuJ42$(^-YmP!Hv3|Uihj_c_urkDLkrmH zz5d$z5IU!VirsdA<u3O<hZ)C11+A`HOOarjLezf#;>C-dUq!F+`_l!-Xmu*h<Z`SA zv(mcP2K(TZJ7<%1PCSV>9|;WFO@H*(LNSgMYsmBr42*6_cy6SiB#+OwTa0PUVNtOl zdNT3yYE<!viasiakeqep&-r;UM6{+uA08jWiKZv(Q+3;R<!(E3Z92`bQg2(~qk=wo zZ8slYt*oqk9vmE8VctzFMdJE-^TT#C=fN4159!%7$z3ZOoA6)Xit?aax*t4mHhOJm ztz7XaRcrA(cir3`Eu|6vvm>)H(<G|1sZgq4Gq<pi=WP#(Oeu+DNtEyHEqu48n~!R< zVH@r2?S1}E_`TNQ(M#&v*l?a@YHYvrZ(A+*rG|xvOS!tbmW?SXDLw!2;lr{EoF0w` zZw~IctjLoDF-PH&8`*MbaT+&^JuElMwDOlaHycsC`@wTl8bUj=O=Dw8V5zW`lewhy z^{>*4KMQ-SQ*QR>csDruwgeov(A3n_<;uq7yzId?2uVY5{tYB>ASb$S&zvXqKM(#5 zdx`1VwSv|K0|NtmkEXG6F5@EuPfr14eDEQ<(nodNBX*>eLA^vn1T+4Befv^x<B(rh zlZBMCC-!&er%XzE`pQW+dqVHr&!2&i#+E0yH#Ra>u0DMDP~rZ4|GZ<Ei>F6hru)nN z6%`ddM^`V=i=h}jX9x)hWFTiz@ff}P^}5RR6Lwz;FU$RxJki8HbRK&i@NpgbgtW8> zoJ;hKw{BIak72r!q4DsP8=RGvmd+N(gw)jBfs-2qo68h}@p#iy!LDe!NSKlvNlF{D zEeyN6yQmJfcXhjagZ+ROQ22jn#hx9L(9_d<AFkAu7jtMA?|cs0m2*8=f67xlJN4zY zFY3v`DyapZUYXhgPr9HJJ*4|UIJ35=r6uH>FJBUhdGBEo6B9SY%j7<<7=#(I;G;&e zq(O@x9mK=W`yZ>SZojXp+9!0P#6$}Z4-dXbeyhyQ&5a9#RZ&rCu0z8BFbJzjL_k1* z<iG8vBl@cX_Q#W~ITbZrQc_aRuCDEcs_8~2gKpmnRn<$hafyg-9-K{9+mNFwG0JPJ z?I*|}419u2xHIejmx-UB0(w-eRYc6p!cu8B#;yHE8}ISw#Gy$$s$l3189Dj>#-Nk2 zMh$$Cii!$r2A1~Im{HNQlf8<{$|3i9zadCE8adKfkk(rE{<y6S{DiGvtXs*Pk&!XC zxR_5}DdfFp0ibK?sYC9VX+P1BvVM(i@Yk>ED(M0@2PJ9%xXi;w>V&YxYddnI|6*sy zIlr(l7lP#}v0x06il=HFZooc<7LB|!RM=iLG<cUeb^QAE>v(@qVs`EK&6_uOPgY)= zw+G=JZ++O_dzk`<q8-WakWm9MaH!VO;^N|t&yQw@Dokbg9jA{==bvi4eOP+Sv>j6= zON@GEW(ER4gymnDyx5eK<ImCGczn_)>&I+nJ_-vsOa{Rov`H&WRJu0$PH%sd*ZQsA z=jmx$$SfU=9_u@sb+helZD=Tx%a=o8yDp#J?H#;q{4B00RgjmL^sdiA>s;H5Apk$x z#p*e&Lg7Xoiy=1{W}od7J%9c@HZc*?-`~Ig0;Z(e@yFGLt|%E-S3YES-nJT;dt2Tt zZDPXcbF_8SbR^g2TOku49~lviKnK7$jRx1p78VwBknG269cZYy4R8UIR6EVm!{Xlc zIot@35kJMf#30_0A?(Jl%I0J~UGE~~ds@BR3<J8Mk&8KyA^ZZtAnfey<L@66C?(#A zTNg`GDxhZ0Oic~1uNShPZKi|dDF=AB(sOfCtUM_z>*BNNcdUN@yt2m;VPTR067QTn zs<ADguF*<iD}jESKswf~FhPUCF~0gz!<XSboUb?zdr-gHI*_O34_R$(?J?xaz0Ae3 zdr?<)n|$uTw7vkO+BP|Pn#A%El@0%PqI*3#Qlh0%q(<ky`W4Oi*)A3zAKwmquf4Mq z>$UHpUYU7+fB(=sz1t8=X;27CQ`Iafq_;F~e&$^|I-;=)pyUQaU|`_tP#z8d)+D<Y z07(E6Zaw}?!S$$?@U~@NKx8BV%xx3|ciU^cPab7uWeNHH5o*3TwR?8-!|Qmv<?r0w z97;k$0%GMot@LleAP|U*ES`wxM%ZwHvN_;wXE(QR{Dw{J4F=IIe=leNVYJV8Mh?|E z8Rr)i<hcJDPV*1o@qGDE`Tl+R7uZCou!Q}F#>QO8HM$?4@B(7QQda&VwgSr|<2LYx z0w1fd-}u~04d4mz8UO-=NgaUQP=GNZEXqT8BY4)ra_?p9$^Hs2>|rtAQ;O$|6mKMy zrQYb2M?+NmSv4pw1KIWG;$jd4?>tz;<JG(vS2|ITHEmW_Ruky7f})}nAP2XbgW1Xt z-e^l{Yg2SZ(S&-<`d(gMUbY^}#ezJOP~@McSrVjKGNNpt{j3+$;SV+$5H@OD&l_yO z=Mvf%L&CzsRPYmM;3qzI6-W4~C;wIh)Bp0OQf2zey#mdjTR%QHJ3HSP&h-VZ$4Vzf z5*r_n4pA9>OpMdBxBtfnuWOI4BhAeW0EV2~+&rH&k1%x2Gdfy?7XVO?tkqEBV?oO# zR8)tbDN}!KR%ZNuvGk6C%j(=zZ#}f^v#_u*H4?!7F!*Phy_zmg&!wfK^N61wpPXzT z8j5QX66tUqy_8(#SCR2M^l>ReBlk+XJG*J9+5e^Ynj5DG8*Nf4(U#6pSD*_~1bA~x zP*DEfJ?uoK$8iHS)zw_iDPE??Xmib!NibR2*ye%vX@;8dVM+yrhT?2ZH)t)MEH1hV z|M~OB#Kz|2A@6^EICH$dp`mSbG&$jeZJ<&?JMbg`RmS=HSAMg8z{A7a+1>Si`x*<G zR*vLEr2@7}7f;V*5!!?t&63!pBrH3-b!I_c*hKR%tAKC(-kL6MsH@1zcE&fxL_wD8 zh>J~Y6n<0e>tWP|tWm@r0Xb@7hjXs~jbeKrpPrh{eDqH11};G(V1Hwz0eW%|h>Hig zF4Mnd<l{R({SEZui<{lI!l(hG+e}Po4pX%^M=E7PiRCOT@|Rrz*?etqv!atrzAUdy zntC+}U;PG(le2_{iJ8t8*doOEWV_c%#QxiN#l-M^-!(Ngjb1L|#vh#~Nll9pM^{Qj z4P+*WkTDN40kwPb<jG<qEF=>L2YzyL@_37X%knrNaOB*>%%B1wO%u|IP#}-*jlcGD zW8<Y_0vmu)o#vS@{hEKzj~EcJ0XP;P4h$|aao13uJldjTavJCX58vqqM$rh`+NR{@ z=2jas@|g4!#jy)};OoAZoxWJ-F&X7j{KUj3@*I_4ptwI-TN^-ik03ZG$Yil6ZuQ3p zLABT7QIF~zP3Jqp5h(fd*RK*`$Ib}KE4NHg2u)k)j#<cy5toL8#cTaF8{K#T5+s0d zYNc1)QL5<zZJ$12T)&?cq*U<PZ6k%(+!=r`>-Fn)wrK$WevfYNd%*gn#+PWh)z&$f zyUJ*5+t>s&HSw39Z%~_9>8yULv!6gedu2u^=t#?UKkFrATl29pL*#HfU;Obt*!n^9 z_iXmBE8U|)6>3P<mp}|DHfZ1*$hsTJ;CGy(-rEmC2vB?9j*bp%vLt*;4wPgTX7|ht zJ#cN{4_unxMyE_%Wh^+%%mayNT$@iag)ut1F$$EGuTqizx(C6h(xmOV!P!W7NI}81 zhh+xg0RbokagP;WuK_BvlBQEA^#VIZ)QcMuW?x^Q(b;5?S|((%>;XHInZ&k(hE!m2 zfPU^p)1FK&0No4)5)S|(&!E9ox86C&51p0IeN8`|{%$~{N9X3|R6%5D&y|VEh&wkl zrz3>4-e+dg0RW3#KQw#qvig+?)tV<Cv$HzHQc9H&6&3ZcyvPANZW_jCGL$Qai;MeY z(?!r}Mi#K|*L+3tj;<~<KnhpHp9!^p`t+NEJuWaJ3QNEdbJ5jg&m!AU)a7rj!*G|J zg}nt|rHw*FI+c}Dv){Q0q^jV~$jf<t=clW{+p?B(S>&S^y$veOI??SMP>hU>C>SP( z`>+L^^HF6Eir~fGemG2D-|Fyi8GXE>rlwYY*Aoa39PPG`-uvn`whsttg-Bpkm>|&R z6<LQ9jzrc7Jb1InDi{|h`7qhtg*0x!!qSo%NdDMn+Y20ZjwECcwzs!`ZSnU<QW(fr zpQan!+%o-F2IvrW{ffu93$lL{uwQD(5I08bj#h^-0JpAAH{1r*C=7@;qnH>ifbD^! zC&tFc01dE_FTKFI#J}$ID`L^tF@%u%Ijl+^P~a3$W$a?^K0Cez4|UzN`_XtOnM)5n zSUPSSKNkoBY?u)-7#TJrcS_-A`vc?qV-nT#(Mx~g$8~k>r*WmY<qzv!=4l1**tSmh z6TQ!8wUC#SvYz?a^XjqiI?fk8e<N<YU}-cdl5EYAJ-Q|H9#HClnY%{$p$7mYgoUNA z_gJSAaGb_XQo<4x6y(yc#)Ygbu3u{(4oDIWg{1H5YJNm4u(Y(iBI14no0vA`E!W6W zULiN9o15FlcqN8;*Gnl_|JcmTDBJIEey+UsAGniY;JX!ohEd_QZ3KK7Ij0B@kd~I- z`^W>&f-b4w*c)M_T=J4-`{=0tA-dG4=_+6bNfi~sccrDIWMt2w14~o8cnI+df_-5M z`zp;hl$cH$)D>som|_wZlC;JWzdK1;2Z8EEaJI!O7K^&EiN(-;%Czivc0~YhD}#T~ z;7n8f;ee>nY)eZJDH$~zbQ{88wn{2r+V|o}M3Bmc{g?9CgoUH({d-U?=^)oIi;9Yl zx!Ks*tWH#2&l305pTi7{|2_@-0SA^|QdSldx=G+W^My0yja!vYDXWOzpC_<M^!EXe zBWY4fS2tzU>b~|3im;b2Wv#8Pn`;#E>9|%dXNciNns+nyEbXL7Fl=(@jEY@TR>eBp zk~{hGO5@=Vl?RxRaZQBR2fsYdjEf5dk*0NKrdi={s7hc%gD}_4n;v|T6^yumFalq^ zkcrbd8R+Q=h>9Xg6L3gdvC4JyW+&{8PX{W<$j*)j#3jvFseo)~XedR(U!3pu?R{-U z?<Y?fk!|0cpU(;`@e>GlvtyO--+%TJu?6~*dCoMnRKt$*g}U`6H43FSm{n11boa>3 zVG7;SGS;vWGxF~R#-BektJib~PTO2Z89ekjlazWa_<ELHdzRw8q`r&(emW-Lp*50j zV9fnWhAm;~>`Xmz_7ZdpVI&(9RSk!~w`Umu7`1_Zxwl#RBU=i?9{9jmb66NIY?%ER zbV`ZqYN&L<m6x$TsR`s?E0`+$TZCBue7paffrXTs)sV-Z@lLPi0~{P2?Q)~LWBmgI z!~+8Z#TS2QR)L)i72Rj(7lw1!1#Fww=fK+F;}cTlSKOWP*OYHr_FXBN!H#n;R3Y7d z`Wv0&!RNnMJlrT&J}~8)b!4yqBqJjOx>4l4v9b~h*%--{pbfN-8T&`Q_B+J`2$*zB zi5ZVpg4lk7d2~`G?O<(TvX*k&Ya5%7?|__!G_He{0skWR)!Sasqq0^~0E_-y>`geu z3+quYkw^LMw7vZo)lfTo=vy;bhnpDsb))y6$;y)Pt)|g1f0kEK`DyEba_Q0<c&H-V zNeD>AeBZ28wKD>XVGsaE1T{$dU5n$qChHGd`?&s+YM$6kkX2Nm$_z2ejJ`WSOV|Ou zL~*>{m7|5y!R?s~tGN6&%#KxuAz}D7Cwogb^xo$$?<TTq@hb~bgrufY3)qim|E|Y> z0bi;V@>Ee#>+8ecvfJkqP$f-GgwvM;?9<1$A7p70IC{b2@QdEzb<Frjh#!z`)G|d1 z@>X3Tr&@50>`xwS86NA?-0^TFr^L!Hw7t#2%)z#?xoO;RRnkvPOl;4PNs<9lG4+c) z`Ofg;zP^BP@<>0wB#wY`p4cR;jfuS9J7EeUP#w4;V1ETN8Q%5l*XuugFo%=_a=9GP zqMvhf0ifKQpAjT@-;<M*VoNXup|)7BiVcpXM!8Xw7$?rh8!eV4poO>3&N6`L0m6L8 z*BqHUgH7XHOGnR6UV&iTWAXl(4(1peGM$n?#+FrW9Rj9h+JztSY6NOlX&QTf=^40j zQ28t3K$`BX7Vr()<;#~55ge$_r|YkuJ$L-km}B}W1b8^Bew||!&;b@;%wyh&KnjWH zMM}yQz@j-Ifdak__UXqWpfc%+W%>sx4mb4dC#&%&jdqWIfk=%CfQ<!XMuUMo{UB(7 zdXd%<6Sn8FsGwG=s&O{?vDo3!+?a8vpWt&wHZj>mo-@6}@@Hj+ou1>9Zf}<>r)UN9 z*@yS;*6K}IhOJ#L@ZLDf<Dt*L+vAq8leDwkhK|e*+ugrsw;)pWW!<F#`2!KaQFC8- zS~{L%5jZdRQIC`x8@tWu82chB0?O?9;^t-)ln@r0j%GM_?tt7HJt%%g2odn>##^nT zXv?2{mjNfEqcSoxfByWryX;gQtLr9Xu{u&C;CqT%`qFaZktT@q?p?rCU0~$p8aNx& zK>%s`Yhlm9cQo?u5%r6Ed3m8EH8nNM_OJ3=XHRfHctgRVQ}!}4`1lMMJR%DsiiHzR zqgussNKY)CIN`?l?y|3gk%bjbP!LMgE22j5`x~2Uvdmfs_J68$#I4u_zx)=mQ5oip z#$0?q?SWf&Z`$W=y-{a-JM)-%stN$+4R2KkzZwpn1j^ipV_jW^VWex9?Ht1hQyWJM zoo4Ia)@UrmI_FAPR#iV;>Yto${MtRKJ5I5tTLQHc*{bv7U2_0bSP;S3cf=qD0o14R zv91TuhLSANZr00|10AAAolcx<^u2Z7=snfU>5bV-tk>;U(qt{FK?(^0Mz#RiWOb~Z z0g?Fb`VYWyyydlJ@aN#${d%9@9BNr&;m9_cHUBX^4GQ@SkVNKSgFQJtD508_GXgqD znB-%W-s~Ibx>W7fk5Ae0yZC)opy7vVH&tdneSk+@VWcc16cj;0L71@96t%u+#y0z& zA)Ms+_n7g|?QKK?np@*ce!?p#*nMB(JZRSMjL68y=*dc^SM`a&UUQaOxtgrg@>eEC zX7pQvV@9P>`X4-7V<aL}wG11rk0xdFFC#@cdwDszCGQImOS}*9q-RL=fCh8{t=RL8 zLV|~Ji(gu|R-sB8#qU>TE8-W&=Fk4@b~hZBoc#t(uxClw;|2x}aYt()#=h@O2Pi1T zG5J)MN7dRoj2LBXv%Qw^l$Gs@hS-!d^thA=#qWSWK8fzNjczqy{r422CK7k7N4__o zpP~&GagA}<*=5TSxTNP5hD8(rp}~C~Yxmtr3+QxDEUg%>?7fH@0dlt0Ee|2qj4+ie z5M5<**Y#;?Y8^VyWI_YFV?2&TWbZMyMAxzs{fE?1M_}M|{G4c9v)gAjHg*XyLzGMz zZNd_(9ba!=#dx)c52;Wtc;R(zIdifhX3HwO&HnzpCtqtkHv<SRcNCUv{qXqfBa7YD z*GG6wIeFw=orRs<qv8Ub)!*72lu#ao>O-8}jVGo9AN>D{gJ5myc;WdA59!&?v5Okf zXRFu0R_;vIU@Z5Mh6cUWmL$EvB~8WujsKm8=Z2ya6oa7j3B|#}p59yo?$DT+!AI9q zkqy#zxEY{{r(KG#UH0zvnEeQ@vomUI7Dp`uwKg&|xK2h*lB$Az|NealQc?&Hk4AVn z)MoC1#<|b6sz(Ca3G?^EkB9~#Q{j^Lq<n$B*R8S|Q(7j_W4)u0olQ{tC1BMi4~a`; z@HdmFD9z~TsGOQ(b@1=6vYKD|DC`_j=WK$g&>-?SMJP<O))e1hyoR;2gIXK?zHRq5 zG^o2HtX~Vt)kww~8Bx`w6J2Z3Dt~oZy{fRjYh)nv)YpNTnGVX<tk<Ma0uE$#zkje6 zbQQ8Q^YOwE^WEn$Nf<7TPoUj=q(uHgq+y~`hPF~p)?yJdjH2QX*6)oq_1Og!YhyS{ z$rLM-!amw*SHi-o!{BL&`B%^{_}tuh8_>u3<z(3c;Wcf?8O(t!EJ#X+n*~w9=Z;}L zLBQ4HBOoxin72;oP3lfolWv=v2Y&E^_rq3i@*?jt@hg@zG%WS0e>4xRt|TFCx&}E# z^T`43c#HA0K+qy~k4>89V6uv=MLyCm)Affg;~u})BpX~c<ykZbAJUSdIipE2^O+$- zGEq>~v~6n(h$M*3Afy#x_28G4b$SV%Ykq98cwonyzu48sRb<X9uSyz63Y$OQ>FFV= zq-4HPO-f2rK7j_AYdqkY`A%zWC2E-mE$Wt1?d=^Y1DP1}^ZC&sVXIMB#*H5`lNV_! zwx}<!3yDU4;YG!|B{?(mX+j4M*x9fZR4{321D5*>qS^ch(+e$V$<*NBKp(_Q((@;) z(cZnwk6L;#(%YYPH`Yx-h?JU1F(Dn&8^YC~c#M>2L5-_8zcWjfmz&F&(7QLyZP=LK zT^v61oQW9CU$0a@py)dAIcITyqcv*~QThx%Up_iK>;im<sNSg72ujYK0nu$nDCS*U zT$GD#L&isxDltzFkMG{^WSurA@65Ghx%AZdXvZ_f_jaTeJpMB0xtBjOL_$iLn%}Dm zg1p<^EM9YLDlXjspp+j48eH7mWI);QprwmTF0pe+yMvLDksnpSxH*aTCAsaq0}oMF zIQU>Nm)Vn){(uUOKn@s+(NlX6i$Nz<FV(-JlE#nMZ~ToHN;c%M?bEt@dwWqRAX~x7 zXXM4@MVsrIj$Qf#mNWvA#F7&^7}_E9PZe<c`upZc7-9~-ybAoBR1n=`LA|~*ai#Lz zZyB8>gT(b-OevD;(=|DFKn92;Nli^%QCHWEm@Bp@9~=Ucyyx!DkLcPUAVV3R915SZ zpe!QDe_I%duORB~Zy49uQbGu+IW-D1>f{rqc0eSi0_hF_PhM^bBKhcd(u7F4R|Xdj z=Gy8DvKmst6qx^;=%l^1Q}ScI?+8H&(cD2#K`1RKucC;U00fV6?GIAk1;mx$vlaVl zQO6CQOfB|gC%d(sog-K}u%|~MC?o_pt@PWmLfS6ff%g&@0Vl12B<Sd|zJKaReo{o- z^5EdI>XSVDuq~}yqqOF%lFaLu6-D_)U&8&t08FK`iwnE9D~oqkVnIPcp^S^O^DQ$o zvz>()iTS!&KhBX8z$D#3VU15dCM8k6+oN{1Gd0brx>Uzqt}6WUO-7wP8mdRcOCT+! zD*X-yNYN8*FJe>EBk7_PtzNF}+b`;lp5|=2a(}KNbj+fGGUNAZ3Rc)=AW@6Fgd<&0 zgh5I=U(0j}%|BedoIY`RIrbWB7)w)F*vp{&JA&kFDw0q*(SUL1=jWS1`4v1d?a?co zY%x&phx!(jcqLFMkaG~r3sgSiz>ko`slyC22{1{snJ9N`s)j&88RK&z8ahTnbm5M@ z{Z77_oRINH+>I$5?RPgkK*kMbwsCdap1F$%Paw`AMFn(pbfho}^NWr`Xv$Ihysw^~ z-j&;yg!2mvrsn1tQ17t+(fB)wE;gL7J(A$@RlRQmFV?<yF0zSSy&|N(<{TD=FE_ks z31^_(*AKWr1APpgD3y74^mkKPS^Yw7^mM_<se2==1&3c}8ID&NDwjjTdK9i0yryAJ za6PyYn}{hS5|MC3ohqNiDRb*KM3jI>b@{}hVa4hY*?z@0D!wrkZ5`H})SU?!?!uN< zk39~k5tOxH{r4^}SE3#&N0HnGs0JxD9t6oo*OT{8swz;EwMimrf^5ZBf1{(51xT24 zr6F77bAnbCOOh>%rzqo1BmF5Pz<}7Gg}9?znU0uLBM@ma0*_x2jfA{Pzox?h=t>+Z z68H#?w$MT^MNVakDAGg<6wCWSkY;9ST?|pUTx*YpiB@d*C?j=zyd;6<@WcOjL#04b zsT6wVxupE6L!X_Q83V*!g{k4;fF1>xDed@l&4PfdcRCzKXGr1#k*MncO42=S^;#|x z5=IaH$vk?p0Y4b%9Q4X&DpFPRUak7FU8NT9f5thPuN{#Yj`qzaUQ=sqIztpk?AZ+m zE?L=fD5WT*6Ek2#UWN=M`ZJA8P%zu}fy>jsem3Sz%sxagNt5}G@wT%@2A*vr6*duJ zFHw+>9Y`_1(Lnz4<Y4>H&>nFcqL&$Aaor3QaLA9oCpdCPut*K<ewG3?9_bJ#%)l^} zN2zKg6_`n?D_0{R!{$8KRrc7)M&jjCB*gaG6rY5|t7kv{Yk)-I;jKe?^R?_;i6<hE z7kXNeMnd}2I}6i9JUR+#v<kPhpUq>&#xo-$IYDNgsIx#3pX622jYkhNDt2~EOY)eQ zKf_`VP5B%Wj@Kwpa})OxwIbQu8d{urD2o}JikHZVb9|;u7v+bj;>fhGI<T^$TF%)V z(<h}<%k$J6qv<e)hx3tqdkwx8p+wSAlQiScu(L}F_+qZ<C_hU1_2(pVQ8iAA);JbT zc^TP6f&`k}cArC)cLgO6lxcaZEs0_?iTLet?Z;6g<vboirz{CeBQvt{$}|L|L&|*x z!~s2Xh7IU{PB|;=sbe#^wyG-8e14;c5RxWj&KK+5p4)Dj*bWIJB!+hX+(>FozS+vt zf{Ke1KI7CziJw!fj$Lwgjpq`3kzLjRBw<6{;qf&GF<IF`m^7cE^Rw3N77T*R=q@hv z;;DqIU!~p^;1OXh+V^9jw95$V8_*OL&AR8=RP&=j13`h=A)GEKh8E4|2>WAGARc)~ zN7n@P6+z;97mV?0JnJ86;r)>o?=vPMCIGo$2i+0WepXNv>3h%b1WU-9&&vNtquI^= zr`u?wqr;t6gplSg&R=Clg!g3MYRH*?D}!S)NbfTB8Gm(1M#c8|i-M>xDaB_$0BaBv z)K$a^&@(ev=tV@l?T!g-dfK@;Q5AUn#D$-NJUw^!2uCRiT~n(wm_Iy>5cVNQ7BM}= z*`)Rx*2A|hP)1>1V0~3J3x}H)u%TGVSy=I3-f!tzubBRAE7&5P<OwvJ8b=?5oh36E z!om~)@)RF?SNh|wSb9IbV~2iCDXdEHwa7ID^}t(KL|kPJ$ls_?XWQ$Q<nj7hT1qZ- z%?lu{p&_je!b#&xt*%VL_xMHu$AS-qv^UXW{Lv~Q@v!)edvo?uvG#D6v}`9m^w#M8 z`+!fOoerLCqgj(RXriJn7ujwr2q=mWh7NxORmZ{t#mz05#Gxr~F2cnXa4+gVfu$p5 zT79?uLZI;za>^N5RUHvj0c=)CL<9<8q(oQwTOmgpKOF#)1+)v(&dx58Q->I`^oUlq z1=;xQJ+F~oRrhM4v)iO`vhe+nO-;N{5AA6s{Ajyl805jJfZ(0EKPUSq^#1$Hs?~O5 z#HwlhQug*-Y$_=MKR<=Ch=~~t#wBQIa&(3-qYmqag6B+JD1V<F1uDP#HwIos9jt9o z6Uw?lO>IS3{bCR4@!8pmu-|{n<0uqjjN4u4=CvB2b>EzPz`&HiE9!PH!+M}iD&t9X z^_S21)?XzJV%=xOArh6aKnYH1cyU<{l*GS(_AhB_X$@sdy?7QQ{C|qqXaoe2Vk?NU ze*3o8KQR;qS}**rJ|@m?$f_+@ZfLR*{*sq#f-U*If+>-MGL-A`oa$%2nR?#7!>wT3 zZKE4FgkK+6vjzJL9{j5#a;)SU+}~SV24DzfA2fhqP|k}12#^OF@d<r;N(!!**O9^5 z^p78LAVPyNrS;o4u$NX@_P75-L@{Au0Z_K{oas;oGlqw&;pfugB?Azu=dkAD-*T2Y zP8FtStEg*yo|qUWi$b%IyJxmCTDnnfi23J3js%z8`BzWjqJjd-Q{7ZXg{gfWPEG<B z7Z=2D233w-C{>w5IrxN4D2d~NG>B8YAh7f|gZP;1ve2cVpa9iM`7F1+w+-xCg@p8C zPf+sm@}<p}|0h&heiSJ?xqEMk3-{L1VaUdX?>`-XT)j>zEkKZC<-k4VL!)$Z5>{t0 zfn+d#BhfJC&UVN}#Xr~x#tlNyq@YS&-THSnery_Slez8t5&>;(ZQx^Si;=hp15$r; zuoCJN3MwjnH9Q~-Lk-&5({teH6m+o)5Pqv>0j*gvI2szIyHb>7@EDSbHtOrOef0Bn zF{0u~WKOCI#!|22cAi6V5!0Eqq%+UW68)<R*M4cZF~(Q#?T9JW^WfWFF8Bu*OO_Gu z0zfv2;sc*Grn%qik#xq2UP2HP6jcCufRGP$M+uP5f<dD&gK8h3Cuz{^P$;PI$-fr& z<?jYB(v>==*)FgbxIh&Tu?2vcstt;I`91^|Tt*omW85KOAq`rVfZ-y?YkLM}S~8sM z8VLzW07xZ_V8B7e#>NJK)1rUZ&(9CBaUgXjV~CI-aU6rsO^7f9ziaWH|5X9ZzW%^^ zp}EnUtz$ZCVPVB7ar_N>?=5=mUL%f&EZ_dLJD;HX>_I`Anm<+7>0fPWX;ww?D>*Y$ zC}%c~#Z0poWZ8qhIjCyeWHz>_s*{*F@i=gG1~-PhRMnDYMPn1RI2~s#@Za!~ktG9Q zQy3HZc+GgB>%Z{~5h>+u6~~_HYuA>z=Ev(Rt1Bt4M@LJVWY_mk(l8I-h88A4R=Z=1 zDo|3SQFh65Ow$x3AR|R&0zQWgCl)#c2!ulh{nm9MFl;j{Yap~gd~I&#E~MaGGcby! zmKEI()GF$5U=uvmd6PI!i;G~110Z#&WiN1`PNY+KxEC*yHXjbGR{<S5<6fz#<dXqO zj}@Sk%4Jb<<@=esS$7Hk16{Q3k%uKFV|R3fO{qBMFDzqgmvT5(A&nxBD}>T;F!~L{ zt2_G%&}yl-+pgb{qs;<it{DJ=)WXYWQ#}^LU7FLu!Qn@wq{CfOvYps47}X6Yb0Lro zfrG!*2}~C(K!P(egFY1ab33Lk>Ag`0v~+>kL>-$w3ILIE&49S4W+hzjB<?IwT5`9% zW>b=02q-L$9_e5nK&N5M*nJj95^0&vGs6$40syCBJ&U_M5~=iub-ZG2ZIZq5tqIp# zcNY-kzy?xNDpeA`khA2prK`CR?2Y7`oet4yAVUD|D_oiuuJml3p)Y=*yk@;BhcIIw z5SLUU0s5NCRMrL%hBnUj$FWGdz6U8FP7(P|@VNuwtJkmVrJs5VkWeDI&7wVJI`$U{ zW*MgADxyC4AXD63V<&0GY+{2qQp)MUpU42vFCPb4h~o78weJ}3N<nhiJDS%dtaDVP zBO*<`0ka~4oCZSjS7waNcOfAb%KVrO$qXk-_Zgu`FAP(VhsW5|yU824=yP8V4NUl{ zdGz6@CZTLT3$)8$Z0BG*hD}Qg(8?%AnU^Fk8qmtOR;IbG7ytcJ@7YTNL{lJ!_ZGbV ziaY;&UjGBxq3S=K*|EV{0KND#@-{%{Ep~mq0u2ErG13`2*ydd^GObbM|Dzkb=KeGb zAdH5&!}g%ATeM&lcsRYRz`oF4aOFQ8brF4bMZKg$oOWggRzmLQDlR}ZM>pgl%<z!u zan{Gv$YhDYWWA(GpjqfbzKH`v-2L2xil!s4o0#nqazQ>H$b4N8+!Zp_r&D}!K^DBc zk`JloeliWDN_T}KLnEdTZcqf9j;`(%j)(8Uz@@}2E^c($g_Kg^aQ=?~K#I1n=~{yi z`_wvR^RI!T1+ku#fgvVGCUhQj*+5`+leG?!a24P(esHeBSQ-@G!S9FxYA_=CL%{^> zxqEhl;Smwf5r@YI_g|VCv-s4)sXmrwu<IPx`~*WU{To_@;F{Y4SS?6d?jd3as1`E8 z_>^BicsV`s_BI8VE$G3vIb~H&v*Lu*e3*#E+`@tt{EVbjR3RfHBj|%o&rbM&5AxT6 zX42gIh>7Kz76+5)Gu>yc7Xn>T$Z(UJ9)!+=5DdJMk(n7Pd6w2=Wpo3tC1Q}GEm+QP z?EFFO+@RI&939C+z^k;M;Opq@{Mivsj+M2(yo`P6(xv|XzP=5I8GPzgGC@bl<TMV? zd!<H(YtE|<E}#L~Xv8JZKw1NvA>u0o(Y_O8iWi{rBXteLoDOx<i$DAK!Jk;#(}q~9 zQ0i~AOVDG82nmCVimoGtXK?vZoz(Qy3%{1&apbo_?-5=dT!oFte3Or74G$PPcrOvx z8Hf-eNR3#y&|`fR3R)I%Wt_O^_hRUyz-g6tYS$e8)W^pRaVg;AOIup9A<sojnsAB5 zI_>^!B>1NRrP$J6mvH)~bAv)|i$$B{_wQ<7!_TTY>a8d3Sg3&arZUC4Ga@--gKi65 zw*+s$*jRgT0~ppbUyr|O*w6nrd;+&{)Dt8Bf>&}CY{*cBiliN1M^+0QEuCPLoHOjO zIS}>Sz=azv;8j`jcKn>ko+9F5n{^Iu$>*h|n>5|ZWSS*kYn_aB3-cLIr<``{HLn5o zx@j%uCziou)KPL@qSL`cm6&wse<@7k%gc9<(LY*TymuM#=!1QcQAFe_<U2WW|E`zR zx(%+^xQ#xhtTg<wMV<(#gq}iINUlKr24Yl(Dvz$NuJ!N9M3%D=_VJNYg0@kriKA@{ zF1yUHM=N^bz9M~vsxRIsU%sJJK6<iFjeqguD?@UP-|Cx;goK2j^Yfa;i-kS?nv<-! z=*aT{m9cPetVNO0pu(b}f{Ti*ng>CkfNMb<gMLVH*|*-q+W~!1J{pAz!X`3ln-t9a zHnq~=@W^D6zvpNp(18204k6FIV=o#1|0&V{R7QLg09sAK!U;Y%Ni#EMRJLq588~Ip zP{<{V|EK5@-*jo1=l350un&;QOY8sM(<J=8rbq{NJ9fp;R4&~L)cx1ua$tNGyL<Oe z9r)y}qZI*A7#L(MyMVe6Q~3g*KEKT{CJr%eD^xm$3Y0Ii&!GQGXSB9tqq-`XEOcd< zgS%5wR-f6sN?Qu4{I2f;66f{Y(4_;4wtZmJLq-<s@E9w{&lgg%0|60M`=`!=D{S|Z zMXrMIn!y<K@=L7)D&P!AkUo8-JazzbaH$}NExh;OM9mqg$94q9s{ISO=nxIX=*2O! zViJ|!7(SXeQLqwv#QRTnwh&`xMkV1tZ;==_G=$vgj@$!7^k@sQEJ4K*&{>2?hD%~e zT%yw<y@GZF>GdTE<XvK=YZc}=C`l7n^GUFcjj;S=W<ezGmt@GByu4<w)5)$0VSW@c z`9?w7gar-KLW4OTc4gNd&=x188-D1}7iG?6h9uPW^W=|!^_beEkb;DfQAA)^F)qaD zpUMg-wJeIdsp>cZs^Lp+ZvV<OfRD6+==JQ}-Bx%h;(_w=f}DP?A*hN-CzPb{>}P8i z0`~D7M)edJq)kY&8K;QIumtg_lK>J;t{|io!l||wl1lh<YaE_@1@pl&?cu9LFmay> zA^A^H#qKZYZv=%z9D#OFjC(x$oRB6o;IdPHIud?4_@Kpl#~<k21|)wQO46?vKSA>2 z0XEWO&9O<441|OgX$TZU0Tva9A+MSxP@oyWs3Jg=r!G8jN62(~uj(!pEtkN3B>Ql% zLYrWN>%i=uqJdiyYt{-%%gd5qlK&A`4aEKT>A)-@QH9Nci}fyOQ2%BvM4n`PHpF!S zp016F%!ok)`gA>-uKqH=y!tMZ>i#p08iPvH@2LMFObY-?m$xs`CkhZV^F2YnQ=u5K zr&U+>gn^vJfmYUH2l{KOsEC%E*SYzxqCu#fDKdW^P9C6i4MZD@ugLooH3aH6IxZ+F zIhE*$sLA~OTPO85)Svx+1Ikbw8sL|ZU{%cn4j2IfM?t(nL@5g)A<PW?T*oxX^Z!&V z!tP(+T7P^1swJcuvHBR9YZ7F()W;^P?b#1Y8GTYk8p5L}&n!tvmjD4$6ALJ6NO3&G z1TgoK5R`mGE5hi6#r*UsbbjO%#08%_4F(3+X#Z_EWET>GEIWPe`&$fgali*5F#V*I zP&cB+hL%kK?HBk-@qP(rt<&W?VNPC3+05yTyPStjprZj!jyF<yIlfXTiwAxac$mz} z0!Dpf1ZU7|@tX)D3xM7pKn2RwG$1&*x-#}>LN5X~%Arg7MQV=Yta8Ed&oCqCyCNr( zl)(};Y7*JXeDt)u@G%hb@@vdPpD@r8)_(w1iTaX9e}93pq*4R|1KXg2H9Sw^>_fh_ zC7H@MZ}xUAO@cXh1)k|nf$y>>9&qkZ425&S?ighn9FR|-1OZppa==>w5icM;okqlK z>m^iMFF%?2KLrMv>U<BJOX$75^A$!O4EVY2W<_SqK3LEO+-Nfe%Yl&VA})|$gdkT` z+=5#G&3hSel_D2R2iC*+cxLA2h})TvK^#%2eO_i%OGD|bFsj~?L_-61Yp%|%S9_ga z#i9w~;F9D6goEG$Yq<W<yuxKrPXdMzxU@-+$_6xnxV#bb1Kj9Z6R{XBEPd4ZR6ubk z9T%T$+i3<9u9+AZ<VS^u5r*XV_J09$6+Y_5gEu3b|5rI7@)cX)m%ct(OUuG#7clRm zBy-f^w>77G{~hCxMPv0I1XP!~C1bzD{rK20{<km|Oi89YOZHYc`}mZMA3TXB<fA36 zf9S7;&4jhRs>1t^ml;^=?UcoPB$$Y=4~o_IK*KloHh{D;ZG4q)1MW6#Y}i9h0|j`a zAuAoA9b7+5TM+?!c12CiceNd!@Ru(~dOcLbw+}aq@#Zv^J_|V?@6Z?`j_DACftsd| z>dTXN3=C`VbrO|IK6!J(i-jTJik{?NsjjY;X0W@}+YfdW7cgDW3OQ%Dnm>l?E#1!< z7e6qdx?&h&z*lQW55AW?@TtKql^1z=3y<z)rc38Y0`!xXk=Y+%)Nr(nq(Va}9j*m? z%F$vEfcx6~hSdpB2zP#tqWtXVacb912$$?RkVN{{^<mvdiV!JQLBzWP4g?Z9IwB{h z?J@dwxE}<DPJ^@f_;?dXM`F0AC)WMw|H#=1v020$KL}8_*2hULopc|9OYPRGYnd?v zic!J^-Bl*4GM2D0LzNJUIMs#&at+D(GTLA`gfUh+{tyA}1_wY1R@OHVj>H}q!bF05 zcscaD?#9%0Hldjr$*8MvqPw_msngoLibWv`KWK=!uz}$!qzPP3(}l7YEiEnFAqj)~ zi%{>ji>8+F6FWWlmFEpBWis9DO9Ph1F7T070@UWxdyfgu#JKsJU(?lN;%&#&41T7r zs!mLzUtG)!0Gk<di)RxgpyFx;!zuU;(V+_7?*Onj&HVr0{}ukJH7c0Vxfg4gdjQBh zPh9n2R3ppIIu~4{8EpP9tCvVvnETde%DFD0)^>F33C%U@9tz+FT!x<?17CUZtv%lF zKgGulq{yuDDbh}ba-M*kG*z5UFyA;MDW$sf9#QKs*^>i>ca*HTW-+})zwRsHlhECC ztZE^$i7dE=RLA>4h{S|1-2dPe`GqTy=Mqvl;<r#5FG&eA0)}+3(#gh7jCTFsg>W87 z%cr~BEdf4Z66yI0Q&76?O$dl9hsfoGG(Wn~-HOA2`q3Ef>v)wPl_vN~goE$SgEw$9 zLeiGQ`ByxW3qS*n-GVwWi{8blat5>iyeuP!(gsQ?Uln9o^;je~{OhcZvHsOt_E$)# z*vgKyDw&;k7;pKCkkbrj&YA3H^%7}Rb}xohudiyj@P0bk@9dTdK~+|!eNPW}4*`vO z6@=J)Iz7GC#a_uzA@gJe1<Dv;@==V=%p4igaLHD4RC`S&5hJT@&)bkw=XLQ>_x5dH zk!(%0CLc7b!H9lM*;CCjTJ<-HDdQ0PA+WOoW;j?*R5IBzsARFS=bGCfd}m1T&HxYc zIvpLQARjfT$)qUwP$9qo{c2R#OEkXQo#7_~S(KsA$Q2P604}J?#h7TijoP&HbaXe% zHkzLBR(Ri@`^E0zu04$u$xz4@ZtA$FM*&hVI%Kg?R|T;jz9TskA)!WxJaDo<ALO^u zr>4yXpT)l}Mq6xTsA3Pbn(b!t>x<@QG9mfyHkH^K1?Xy-@qh>8aqS#c3?C*R6A9d* zd~(QTb+*)9{&Z`IWv&Bn*9XkG{uk_QBC;XHYIG*w*eY$_Xs{sZ6Yo|7?*pZ4U*BJ= zaC+@ocKsE`LN|u7U$0(BZ$%SGA{vz)i(T5AGnt~5l@%ms4C7OgM{84&F~&z3EfVS_ z@$TE9#T7zk5yj)?uI6u&xhc0LF0LH^x;|Q~zMEqtxxe;cu9rO9LXjPLR)tI@yUzix zZi~_M#VQM%fcD4wdX%5v{Ne5bqPNEbkc@a(N+wD+_6BRD3`w!4MgQP}HWzOLubgsn z*b(qfKq;E0Ei}1iQN2+m01sA<DylJk4ijM#Y#{S+jHXPdT=kHjAIR(s<_eF<o2-G_ z!}c_()hOFJIp*A))ZDIl2}_PySZ@@2Zx0GK=Cox31*H`+F=+Vn0(MUMyuOX~vXL<{ z^{tN2K8}!T@U|~@CE8El@Kff{!nXdd1ongc&O-KIP?URiUQ-X(0d9Gf2|ah1lbqXo zY-64W`cf3Th8OGB*ri*y6Zk2ZdtEvb`4g2YmvwVcA|B|q4j5?ylngw2=-{+*-^8aC zW%I~K^qrIl@Vx;n-t;?XB?|6g{HW{3f(wdQMqm2%Wbbe?5a^+hJa7LC=Tby(G$U$# z6z%sK+D&~FDe0e+*ikSVX;qp9ALHbDyOoWoVxoW;EHAg7pGg|fs@J|7Ax&+z8w==7 z=-d=`L-CZu<xT;L^Z_0NRP*`64TgHJ@+Sm@m|anD=U>OGW`LTywZRSC7WCkFsbpin zOQ)brzHR)GvYO|%R)+jLH!JYxw+?9t@_wU%wa3@yFqz<UnF<gkD`FqsVcbLmFJbHX z$XVJZj?E?Yp$6vDk&QfI0XA`L?pp30*PZ7{4M{;72}AE|v2904isZw>O<nWso}&n_ zvR>>v4WVDT#rSvO%>#^N9-Kl|48LPE-D-tD)J=cI)tkk3PF5smo973&quNP!jt{S~ zcHCpx9mZpw77q=|r%_N*mX0qC2zV;F5H8%!u!E*#fhw~JP`+wX#<56X*i86NkELvC z?EST!mcQY5wCL%bC<JXTC(vk-P-0CtUh{jpIxP487UUxT-oH%Cj)Z3O=5vnQ(Q&`! z(NV*czbevgjy}7IYOiH0f{ZQsZAmpQE)xyqT<IZY6FPijQ}=2Cof6A9%atwXv6C|< za`hrLHP`*E4^SSOq~f9aOEobbHpMrw9&@xynvkxT5OA^|_}U-4%oqpz5_a<`{uN=e z<3;jH@AYf=1?W}@1M|AmrWp;iQE%8EUh(`wC**rIbw#c1WZ_I0=c#zh-Lb>kJ6-t? zL;6Oko=4r0rrDMW5xbt}qN&$L<msF=m6z4Pvn=FsdG=eRU@GBwmAt|7^4?>UZsJ{m zC%3+42d1pLZxO-`T7hdyPRO=ZA9VOub=}17ZQZK}ZxX}m>6zGW50a-nEfIE$s4gEj zN|+wk9d8|IC)WGSRX^F#-Z?7g=2qh&cQZymZC{hJ1Xfo1nX4FIQfk^{=C>m?4Aj<x z#?VU+Znni;+gD>Ivua4^Y0z~<b(%hU@sW9~h26o}(0=#m@A>u7dK4JQ<?OC{c~T{$ z@|t%Lce^cz?UP3_T<S~1dbWr6K9s0!vVK#@)9-rpwJh0p^Td3MO8wXLjWI$>De6km zgbFZXzx-q$|MaN~D@#p$XXg#3)!2K5hTnt}Evj%u9E-2&wz{K6Y$2OoKtT7Nir76i z?gdf<juGree|*V5!*?vENJh9GkoP}J&vAX58rz?SWzfjVCQKs`mYIKvj?C$`Ke2W> zH=FR^v)AJX57pb{^*=3kjo<Y~4+@Q(60wih#N(iCc}g2TNH$dBdL0#@!X^{5L;oc0 zMB6PRwU6-5v|V<z4qbK0SGKV`WZkUoFpKZe{n|EfZo2p$d*D6~kpC64W4z}dc0XJm z=5StXUZc!Hc&_%zMt`>;@7bJvf5V+=+w5Rtg6bW+z{1Drx%nQ7n-nPOqRaAdGcF** z{6@7JNypXXMT^RWot>Xfo^+z3CdbZV8)x*y=jS)G9RA?k_56ba7bg3f&!|3i<31_A z*kZ#`D#Y;ELYKP4r7=}Vdn><SeDIB>D(k~iOy$scZzH&HXEL?mkk&oAJSz0}mp5wu zRSk61Sz=Q>UNa#!F%6R^G(%iQ@bz@Z^92I_7()lcp=x`r-O-ktwl8T2sy^VEwd4}f zbm+fxTj`iO_+_U0U}az)oD-E2SAG#HkBy(7*NtnG`FJo2>ArpC7kh{jE#K@ow418j zKUEV`c#3L?_e)#6$DOe7!*-ilD>Yoi$V0vREwQcl$n&UR)#kCPx@w-`^)D8DLQ^82 zCPu06+_kkm<fOp2|InmL{wd6drQ&GRD5Jp(8#zq&!+L+79LV=PcI~s~#W3c-m?u&W zc$wAGGX4_Ga|TV|eB|<wEwuV=Yx0GvavN+fa$6)BahZWHTyRLeS;#&(ZnXCXC6F*? ztLRc69J`a>dMaQMN}MyxE~zn0>aod@TXr8qyLgKBy?zbKcvejD?GnvLqT3DB2Ac*y zZC4^}%f9c4IXO5+m8bazuTBjK{h2kLzW*U+C-Nt5%MHH<T1_k5<+}7sgw)J4^b**$ zj+AyDo*N{hHGdBho^U?EUme$YHw6E$fC{q~X}FYTz5)D`!LPW6W6;>#uQTEsCkZ(N z2AZ%8KOGmH`nNnb3MDMAJ}wlh#p~3Nv;3s+b23+?x5F|TYO82Qex&rqMpMn@r;b}~ zOQEkcdK==G$8R4EnCymkuIiU^rXBMKre?UIrHVlY5T5(WR5?oowfIJViK0TwVOHK$ zuIKmb{34c$l3DJG-W|Juv8mU&8(P%Z5q*iK1F7g%cQ5<wh2ZJ@(p)e*lNJh<I*}?A z=Zrp7mq+R=dKG7$I2-)vY34DrccYyy`9*TqG-eytJ$BaC1D}LhZj}xB&T5=cyGJL! zi|Z%v{SJ%J{)fn!OUV>wd06*I7sc>w=iaL)DTgGY<=e7#wm<mszMSOm3sLc?RZz~+ z2h>td<~jt|TI&|(EMJjXgz0w#J+i-r2E`~YEUr^EvgY=dSHe<!xw|j)Z7Ju4&XWJX zai0kYt{%xbu?q=ZZ}9#!OYRdK#}bHhsYAoY_+w+pf#YXGS%a9?t@IC-^$TXY>5(is z@A}@wW@QrJe|kSC`I4M<gL*Z`7(V?WPn6K!@9#gJKEZgn{1CdqbT!!~jOVI<p#1{@ ziylRl3*o<)E*cnTxca$B^|>hw-*`$D88^T9GT#a2W|#oao6h@eP~@MF-DB{#xNdRN z)YZIi<Wq~N2f6{lY}~^fZIiQ_O<g}*;aY<U^k5}4CwV9Sn^P31uM!m!wogazrQ<uO zPgYiQGmk~SGI!F-AtHNy&1_*Qs{XYnL!=sadu~GHoW*94*PD+ogmc{H?7wv0Qzd?7 z`Zen2qkso*JJ@orDWkq*bTLYiIG@hg*f)N}OXqfK4-X<wTRHu{5t_WDkB$oYP7@MX zgOi(PSA%{wPtE7%z2#rfgznR(;ur$kx_)m5zt-qSM5#`lG<QNCTsJuWus-X236E6N zcrb;D`+lWEx)AC5%4-ZTS$jB#v75P?zvH_dDDjt~j$k70SbLtGOQMGM?Lb-kd38ok zJcK|-!#J&*v>TK!O?WmBXL&K#2K*scYSiVD`0>)N^OVYK+L8$v&%ErUyKEQTbh^Xw zO!@Tvy>1E+9mjPUMbqhoYkvOv|2jMCsH*;T-7mT%l?LgwXlalV5CjS7MnXzJkS;+w z1OW*}<cA0%At2q2lF}ft=mzON@A~aM&fWWrd-fgU{=rxdz{#3(&H0VzeV@;x={(Ah zh`Rnxvkl>HI1v~t<R2{7`9k2-GA{GsiYV?a%7|}lu8XwXOO~luW3Vf57#k!I{Q5r| zLQW}*Hj$$F)ulu^WNNc#=escVlM<JfxA!x>dz8C$IU`{8P1s;JiW)h6z~D!6I#1<1 zz`=HrMEj*X4agd;)Y8pO_~K`}XS{=_weJ^;tKW%9;vOM<?GEG#4{55R24{5N>V;{~ zEXeLWs5W`VxQT$7KybQFD+vGVg?-3izSi?E!-Nt~_oOW{+Twl)543S==X3U;C8l3V zm%0=4IkTMKkq-Js?+=|7ZPapaM~a0hNJb;Vd^I;&rvtx++-m9y&D6|(Xk(HqF}Xg; zN~C`Yo}9DaXR}+2v7O!Qb8U096$i_ypXxJ|)ic+|3lx=AWzzf{w*3xYFAL0>j82DL z9ht@_BwxBTGbv_<K`4KaKK%5cdskI}U+k(ufqi4v-hHZT0=NOXw3<WN+<Dd7_oq{R z`>SNu#I<u<U#Co7fjM?zobphBh<c3L<Lw0rf!fWMrmF<A8_Us~7r*;U6x1-iFlpS# zy^2|qBhMWV)=5zn+M2{_u}gW6btl{{9J=jV!iDdF%X(Qk?3KB*k1@o&Hl%-jQ#BEB z`BuTbq;*@zL0d){U3u({jE}OokjYq7H^Lrg^rMB9;2v&$kdQaCnReDIT`?hBGE<XM z(wtW6`UsjVu&TLlUMoL699e&y_vUEh$cb}Tmb&J&xBAHZkh0@v4<;i~isWu5b^gY8 zij5m(*5<o3b!@(*Qli(zq(;O2%1#>lyGSqDE<-CrmzZrHk<?9|W)CuHJSv{<Hh6@` zede=gEnqZ2H5FQI<{@U9apyxYK59<?<o&RTGoiDuO2&>|C<Go^fgT?h>?KK&P$gCN z%o<Hk@ahyP_@TY4eqw<H0fjK%sSYhqi!|ALhB+$)_9s;5JE6i%dI{|2iDCh=FNiWX zx7>I=)=Xh;A-;oi=SrT0Vo5MsT=_5B+SJNPI<tl5qV;!AD()^`AFeGY`km+YvaC|D zscT69qm8`<dD=Y9!o+s3$tG8NRpi6l$!p`kqS8A>7WhPxT5dO9ToTE|p%HHCAy2LN zoh^<C(~sw`v<cDNF#D^mce<Owr2L3RC)7y(=Lf2&0x8sTc<y)jmzK;qKR@A{k?qS* zw&v!=+?dkEINUn0)drx|RFnp4iNVRqlyD=0w`_ZS?q8e0GXe+$8RrF*2&n>EtizXU z>+aIratKbq<9IYs#p?HT_o`!TP4w7TtE}L%=esg*@$Fpg&I(sAi@s0jvqmcoXw_ph zAQK{Y^jfU9FB)mh{9l>1=8`LRs=VgW?@F#(TwK?49(d5D14}MH(UYsGH|>H3rjy%B z@~u;s+B}{&5{o?vJH0ME=tr**5*3<}kP+OUdL7DgriG?I9V957vykeA&n28M(sq}M zpPM?I^&xQaMPr`U4>d&XL_6>HQ0K}D>4JEao12UBR4w*qnEbVS+oUcE%B$U9k-OuO z=1ijchK4;;*F6r6#FhPnhn618VpC&d6SX8}>hR=G@eB_vhrLXcEr@9)tfBp2mhws+ zk6UgkOs+oqd`7aJUZTm{bS?2KNEn5cG%L}uvBE|&?n2K_N(cL?-f&Q>ZJ%~dlYSG& zoRadeXo(>eCV7F#jnJa2a#a-Pyg|UAa)HA_Ou+dolcTS$w)7q)hD(Zgj#EZ7VU;fr z!B(OJv0WlvvSEPIFwP@KTUCLRPh=D=XZRr+Ob!j$3Imq`V0x5?{^m%Z_n<l}C*90F z4~S|U$gY@2*IGG~G_?+W>OQn>k;c%vK&(8%b>uUUHznwu^`d*KV&@3^@jIgssot~j z8^ndC`;|k&R4+)%6{g}v<<MJZOJRTD8V>Cuc8n>hw0B!(o1<yM*C_Q2C_TEWBG>x( zYdBCF4PU|^0;t))uk5ML8?HwRlOo>VD-_}*BZd3vR*ZCyd4dy(WnHZJhQFo+)f3%n zag2RV*HsY_?0?^4n+>O7f_D2)P}eUEmv*F)ozokWEes3{@Ye)_G;IdB6mUo%--v}m zHfYK{cN|fgva>I9h)i`#!HL&+UBP&?m^IJiN-_gUte7FYuz;mP{?EgV@9GLN``tw9 z!}$)L@Dwx(M}3u|;JB)0K2)i_U3wVIXMo4{MxB$~rt%w`%#V<dI{U^7y!D|>NxKtq zBL##d4ig_ly{>h|N&#nr@ar2_4YHrIvP{*^7+?aH$<<Kz-A2<oKebDeBf&(wkBn`Q zam-9<=WY;0q;#ohx#qqy7WB&WF5BGZnoSV<4#YGl%vvJ8`5&Rlgp-+b=&)GgXV}tK z5_;_)Vb@lv$Ra^?b3YUp{>w_{z<~iFokXqfhTC^0<+`V|CoLQ466fu856q|H5=<Um z=*Gs#+MJw+>;!|_B9seWeD`>w3Pylg0dSQ2V1hUC{JHQWnUtPB8c+gIGDr4GUA8oZ z5Rj6Shk%Z}=>4~I&24p1{8Z<wK9&JX3L4*o#1Q|@^Ow=#YjJFvO@>%k{!m8^-*&)< z&ex`$`MI}#7FCPRg4IuLjPpcjlI(HC_{H#8Zb(i-7v%ZMuh+<pXbE|H{JWM`DJeG4 z&Z=xw8T8!R`ISRjD6wEK1HnP_)-A)L$`%J!?s$@QswkxecH8%{y<wrri8>d*XgL#Y zPFg9SRe6!)xvkEO2IHk`^)!r5*2hMy4L4rYUz(mTle&xjZoi!B9uVI;rCRpIUiPK= ze8jnRtmp3D!Ksa(^6(+*WrvU!Y5cp&%LgYUIVtJYdkJqOKq0_`;<Hh#kT^M?18wsF zfdBxHW?k>n|LTO05#yi04+=1*^_rcIyhKOn8{znU7NtpS|2f>XAN~4vm);1tO^bKB z6wcfZ?yOf;J}6<#O-vydeY_fm7tQ{m%D^o=>t{FBkK?k<-!J7;_(&}IETudU!orI5 zqygnOt+UCjepk!Z*<KCS$d0RZVo=XS*C=;tkxH|+$Q|RN+vyRRG=383_+;GFY|Ec9 zfpT&|<6<tB=k&}KHzuY-(wBzQq2@<1g8e9^CsbM8>@xe^(G7Qzrmc0k2tL(a!<Pcq zKSj2pv6D5S4Y*_A*KX}Ampz-$pVa*4#%kRD#j#=Wrd#7qo=LqVpev5MmcHian<n<U z`~kd`=;<@N-SOSn?)G}h%aF>SbYF%o=YIci=|HweL_VQ#tvaKAYM>Muzf3zy>5Fm7 zEGcr`|J^ykjfaJ(_1X4Tt3Pk?id?t1lFnbWgLF)7T0Mme8-#DTFvi}A6$yJ&00v~n zb#FPk>v*@fHM8mQ<2Z*&+{jh)ptJh<kT7m<e1s{sh<>}l+{<R$<>z{6Vy#v)$tMjB zfzpM>4PQ>~7}pc|aP_RPrt#xYV1M^mnBYn2-MdkWza0D+?cH`HGa>CAhZY9w3+a}9 zT)OYRVPp>u?=3D8<D$ot6*jLtqPa=7h4Er5g5W2BqDr>vL&sA18&-z`cGC*WbN)7( zMESi>8y(g4@bXfofAuh3O*FP&>^=sf?txR3BPBvFG$x?By5)8M1WIqRpp9;=RO^{- zxzE9q)f#1(@PTkjlnRXio#(L6aMIgdtw~Wej!ShB3U1(u@vy`=+iO1cAWPTW9Vzir z({d>Yb~5mdJnG#vUu(LycVtVvUbT-2CS1*&fK1s|NlLKho*pi}r+Y{OQgy)I^ADb` zyrj%o7ItQl*9E;yy$fNPH0ZB;(8G6B9qwDim|)hD*~wY^m0W@A`;3aNs%ay-^G9g| z1836S8PhC!BTieF-Ssj4bWt~az;vJ^fDU*Sg(WdGq(hhj^$wUGv5Q9l-2<yMA<El| zYCD4VW9Vk41JX<)v(LLPNDZunw1*1i+(x|Sox4hD_?3$6)RHhOgTlm{*@>y@j}xL1 z_*Dng(gD4wa5{`FhMJw8)fYt<NH0sS68s8g@(#IpTJ59y(bHd?d+Ycf(fsXUe~}-p z{WM8kI>k9?&t^*A_RQ*?b=<mr`(A&I$o7Z{^6nmkKW3f|<r4H<t9`K5gl=ck9y&%Y zCBp^pE#rnZY~7l-=k_WAIWIX*hE{Vt^R>8~_v*7yyRF@r9@*{?!AGa%<43vn%-7c^ zh``1$S%oEF!#F%cMGciJXlG^N;UNJ`79s%Zd8mJzNEYI&Dk}D|iXs3tgyOuS40F)r z-3UEGMS$@Hpp|_5ky|(HwP5LP5&h&&$EFmCo&A*QvN$y{0Y8Buy*oL<_#Nrmf&I9z zU2UI!r1d><pnP*tCr~GL^lp%e<}QnxBZvX*>)II~2QCi#KHk}WLCAP@?DLATri%G{ z{^YcJuk#Wxv&=RJ@>_!~4nQ3UF)@(3i&K6~82DUAd{V>dN*-wzWAWurNSo~{x-mLn zK`{08;P%aViZIov)-ZaOnX+1P$;(XozN#`^?~$y~qp^;jB++%5gwkF(JzV3F49|b@ z7NuSYOp}hV^tI%Kf0_<~`teS9o$uJlC#q-PoSSB58mZ{SsVFy18X`1rY`3RK#U0(` z)!9(Ba%X@4MB-)1Mp}6|rP#fD$n);BhL<?Vnp+A;rM9a_-MjKn-Dzepg*m(Xzx0Gs zQSFh!7Wwvxc>!OF@U&X37xGN_iw;KpB@qbnMEeB>lvKPjcb#5c34#SPto84oDsSxY zY%pC&9^OsL(2u!_$1$_Gj$!`}M<q45w6etcJXYkh^Xj0%VRJua)|RWqQ=&F{x$64y z%!~LFkN6!-MMV;h>liM#;+0xu1xKD9vG37NQoG?8cst5pHl+79wEdu+6&bm@Rp3i$ zP-rjzz00FcTj>*!dA;m~{R{`x@jt3_llY41?^ev0*q7D;GFiOn=J%Uq3g@9%^!~DO zI(-v`8e21r2gTr8UAN%1CMq(+Fts{xA7RUywO@<MbPGiu-EVic+NR!dicX>Cv7;D1 z=evfMf$nzZZe~`f>_Jvyvigj`axW`er4zLK<qM}5oLFqA{TtpFvId5FG$<7nWma(C zB!95z;#&G;^!7*{hBM9wbuQG-dzP|!7L*=8!PD912I5C`*V4$0bB!ftR<(<hK1R=W zle<anOHyPQMxmst-*2ibMAx~yCOpu#YF<j2YnZJqV2r(H2}p>+rohAuyUYFkX~js# z{*e{iU0v3<a~>=9ba&2ivxJ0Nt8r*78ZPS;O1^bZNmdS{4Np?xCVptbS(B26tzKS* zR-+TW-^(i<daMcb;VW!XW#@P~I2mmnUM#crb5Ye?FL-wwRJ4vN(Nha;Vg%&%8!5SB zBu`b&6lks!<r{Fg3D6XW7cbWrOLd*8V_!W~k%OaxeCNF1_@r3rq>pKIEGfW#!o8tc zcJ)~<Rm!A2A5yA1a*I|i)IU{%?`A+^Cr+P_ysOqprA7hPV?rQ@VeqneVKW!pZ)lsu zzI+a&OVR-{9Yd!etohHBx7sR6CjzSiXC_ogiqY@6_;6h{#n&I@udeV}T3I&@Gh1VC zro}qdefKvg*7!of<CtC{VTrqaRQ%Vhq3?6@xx$$Hwb}bcXM--5-29{<ib#oG23EXw zwkh$rv)wCY?q5wv8}M|9H99$h19bPOry``**5Ymb`E^Ij!ZUGrZ|aT_2V5do7p~X2 zjxs8^f79zitk)IOn#lWNA$0rv?)9jYfvfItivR7HRws{Mia}<Y|J~=iTdyi|oITzq z@t<Ebmxg}+^MG8-IX4I`5M%pZ0}kgCP30yVLMX|ae}$fwhUNZ%s$X@O;_Koh$)q^0 zl_FKzYp-VaUu7Auc$sTo-l-2eH$m{W#gTL(S<w+Gl_IM>x-nIk?hS`8Pmu4|@rszJ zbnCAla(jGS`Sa=7H}|G=7gyHk1i`yxnt0q-rg`bmF@1E`WcR)f>G&YW_?`LKr0MdM zv=k-Td`On5KYRMzyr8m-oBdhKkL2mCG+w5jx(cdipt8CWRc>(p*ValyOFq+M7e;28 zJ9pCJQ-Uf(7e6-V5v8UI;M~CR**p~~Agp|)ZKRV~_rjOAc&tX`FmBzrc8`qZQD)8Q z?ezl&`AUt2*5hY1LM@4c^-V*=<e&;XYBC(x?o63fRJomC0kh<?$rq``a&I%<`ZBw~ zK`m#?`&kMDSc(dT4z1rSPRESSCJ(F!pBIL!JYh$TG5Qz%WaNH%0W6pFuSMl-p|9); zExV)t-s__fnfoBU^Vs&X9{t>HeA~f0>g9HW*-7r{`@#iv0%Ia$5ssD?#8y2RnUL!Z zAgkRJ`gr$oZPk&UuO!36guq`U$=i~TUz~iIadnI8j7EcP!prQfo87hV`y%PX35z&H zsgpH?vUy53)m!}NBIjPlSUl@971kF)KKw)f#+5rq<hG<pod+RT1~10;K9=J&c3bSo z$%2!3T_BS|=!f;1Z*PnJvEN&Y-(y=+)}3_bO-=M|9e;e+37uXPVQY(&iZ=0Im`3m! zK70tRk*U)RyOmN6<x8fztQ<f#JDpUtTq=9lp<$J2u@K{#QR71`?4h2{cOJ695jK?s zRh2j$lAxL(p7MP|y7Mhg(69u05A{a~bgmoUL+MO83cN?_V-pzA?P6xuaCR(xxG6o? zreC=S!u{uxikMF;g;0m_=|3W<(LAPq+iAk<|8uTgy4oE{hAU{d_?(p;o;<6DpDEHC z<I?qhaa&_At(JPie|WvQbwf!pzw&iQ$2*pOTQ?5-ic+Sngw>vCU>zA7duDJ9pc@bv z2prlKc%HG&;oX*~2oAQ!d+Ym5DDPJOt8g6-^M$d*PZIg!0s_`~A!rya`$<#k$P&43 zcPO8IUeqT<$uc>;*XigzP+G93n|VSC-t*0y?k)!h6!nCzjA+yeFQ&0#=mMb#8h?Jq z`tDmmXEbJkMAfSY#J3w|90M2Yx?QDG60!1inH)=4cvl`Nt;L7Yl80^|HuZm(G3a1y zJ|5gXdbS(7{dO)eBj$qDEv$<FML~tkLE?>u!CZM!Z4yk-wxv7%kPPaoW8~`PB3dq< zhf0bEzhhXJbFE)2%ve^*4jO}n@N<EgWzHUD<Ep)h8Wv_-t-_df+0bV$Ex5(|_n1{2 zS&R0&9wVd^zNxA=on&8M@IOOiWsjhCIz1qhyWg6Uox)b7wGre{`+asb?#uFQKgNP` zlC1J$d_#NJVKcAz9af!NA^kV>$aIUOCoeX|X68H5)j&YYudX0+qZqjda!2vjfuwl1 zM+B%{wlU5{+=kr`hUzbZe7b2GCJoaKixi@R)R_6SU~Bfh?ADPm_zPG9Z|RgH5aT*N zT%Mgh*jC+S<x-b)MWutTmU1FK%10ln@4qlSnnyo4_#JtveVnmaDbGRCc<Sx+{KUXs zUz?MhOd*eLtA?eAD_bj~TPxyhIzcA4fg$Hodf((r7AU2t;)c+o5S5-2t7B9}VBeoi zc`v==!|5yykBTGH9rF*`U&?(sz*#7EZB0+v3jg5uI1XZ2Jy&*<L+2~H<0Od=H_%S- zKC*N@xShb#a+h_aZuhWPmW#9axXa4E?i+Q%_kv~mK3Y)Mnfh4z7)MgM-azfxeT#xJ z_UypG6xkvkYUuAne=fB55`o5+uWYLO+l<QCNf@TD$OC<Da;Tj1oL+b%0$c`I-|nyF zgxtL+mtWamVszL2UZ%zenOywO^M+hYc-b0sN%#m0kjC8yFcr0MZ-^E)v@%ihexKF# z81<g<8~63`pZCVRg)g%qUl#qsMf&dDnRbTO4clJ;FnP8=t9?_XQqEP8Jem7Qc-i8o zqX;d?WZQ0$g^}+^Ev?WQd=TPl_C1Fi1Vi(k<6e|-MeH2+?6<zwBL3LM>sLQs|EZgI z4cOvjatc}k+J<>EX?;#SSqoRzE52i(HhD=m4Afh*@#nv#Z>iSPonmD!$hvauzRI^& zv%EOx5SknhpQaFMFkZ5RLLXFQLe%gW5Dh^@1XE`xY8mK8RR|zpEG~8c3veVoUA<G+ zt~%@r^fXJPjaXfWMunI0!)&hZd0HZ6LM-=PjyR~vVagKKS`8pd6rIr<<`?hu_~^N5 zI3RN6x8yYh$uemeO0}-_dU2Grm&iVfZs_TO6{&W!?GHPzhdK@-p6TTkha06sJzedv z>C+TX7h&lszIvS~)6>=Y`885osH#aM{Fui*!0)MbJ@=Y9^Mq#g^p%<LsJPnf+KP|o zu29~91IW)uE4Hw=F$?ihn5<u*?<<eU=5)R5%km;V5;<0)a*l~k7W%lG+LPLzy}-t6 z+I#g%g$-7QtQ1<og0ZiQnPC-XsVz&-tM$#>>;h$W_21_BNNYt7Dqp8EB24^mITAD6 zCQ@SKBMp2XI67=cOD6T8<s(sKUsEC0JfBER8$)Z0#8v0>9k=dcSbR&*?<;N$#?`!H z#I4w$r)atp%yQyhYUNK*Pw}kOMJ`mCzG&rKwL<XX`X^>g$wR)DvYhvKo*yd^(UXmY zRr?wk-r4M9;w@%kerMVpeZ98ig#OJpu8=!vekr>SZo5{_mal4Sp@Y^kDBa;5FQ*L& zHWr}_43+uy71zC;HspP`PEswB(hY;QVtt7DQ>anJE>Qnbm1lti+bEd5rjE*-B<sRq zmHrI5iMJy;i+Md;3LSx(U`JyuAhBe|bRj@2YqO!hi+5?hH8L;&;fy&H&xT}9k}tDO zsK}QEvwr#Qq9+71`Yl8qa$2k^j(hV{CElYxp8S}&Z^z6(RqVFvL%(55Pm3ITPxBN; z#^5m~e6fyPkPWlV7z|LBzn_%(`J1X`GP-fH*%b}3klr;rUSyZbv?xV)fd*GG;AJ8P z-A(!#n}yF~?!|7Mf+H%+8JU$&!w?|p1+F>{k<L>GYsu$*;<}|{j)5TO4y(_Cr!vEr z{UDjE>t`c)-ib)S0i`4|l0U1ch;npgaZD6Cgd)(&B<z}hHEK>)THri86E?LYh`N5u zAwZ7o^xIhS5qyPt(}bRvA6ocN`pHelw6)?;?l5lLE2wmJH=GU(TO&O-ZiiAvY`es8 z)aX+vT`KD*%f(rfpe{7bzfUWM0un2=XVGazH0ZiL*5AJUY(J{L&HXzF;j^#ZlblQ} zb?qv>>qRHq0M5mymCoTW$an&JZpn;_Ex2ZlFI$fV!*F4B)_3Crr5Dy7hyZG}u@h=e zOQKfNGYEkl+n_f;ul;42%_zdJ=b8Z<S12i^E-*iSZoK23fS;NYuBuUH7pbaZHw^2X z%hkD(lGf=Jw%(<-<3A5fyWRv{Wo90rVZZAYm;H0V=ZC$?3K$IFnGYq#c>LHr@h<7Y zkD(sHURKYo<9eOt-7-D{m;F_weXHiDFcunvGBRs2f4!%9qxDt*-sx|E)r$R`9NCNw zmjp^X?@Z}@R^s}D8oQvN?0A{QS<sxB&wj2wl0aY50}(~_`tTSG))cqEf<I29TOJcm z_*(Am<Z_@F`8E`!BhC>YvjTljTS9o-V-kf$nYph$cu<_HbenP{aN--=QYGlznN#gC z;TRaGVI9fJti)5<kC8zpx&30lSI_01k=?I)shN#iMy7IF0&c7G&o3Cnbq$qg=aoK~ z$--W%p&bX7OFk-c@n#vc5>$`;F%<?Gz^&QhCsgeop2c2wB(vHV_WARthvfHFjH<C= z{rYSkcYB>0T117{ijtEDNy*5)VNzfL@|mXHuN>l;wHvnLU~sT^a8;1m7-wS_x}_hc z+O1+Ab_G3w7HA;;S5_jP?=<erfuY?z4QOWr*a~t^1-8G^savQ0P4bJm9?1;Eg>mA* zZ!34I+?&geo;~}@zxinr>ysK~#`2hE`th5vsFA~IjJr+|?;^kAi!d>guE55Le%#H1 z@)|c*4PDKQrv%<;#iR5NJEUB$EX&7owuEriAL;3_9W!u&nD+BqHg0?mwQsxPyaXHr z?L0*)a>y^TwQ$K|31T#z7y_rv!Q-L8?Poi9!{Y#xUIF(%eYk3rd{YVLsNQJi*uZb3 zzJ^g%7=JoowO{wZK}q4DnVW>B`-f7<9;F1<C;(!A_JBu>#h@TUv!py$6-$fzgDegs zk2>-*{7i)b4ygw^n2&)s-FTrm_vTx1z3~9}Nd(^Q`VTBahF>zrKZQ1ElJ`{!s+SiG zGC^N6IRRYj#0p_k=yFIa69U7XS92=utsfNM`u#QigXxu}iL=ouy3;VCX_V+GNJ$?R zH_j{kxGh;7R$p)#g3CXHf!2_0qD&8O`cZL{71u4X_daxpz5{MXr$H*4VHG6&`LGDe z;YpjZPL6g2g1!K8WX3o04zS<@{7QC?AG5Ohi!JVhbr6L`1jP;OJ<2(ViG>9Wcp6kV z6NvY23^q(gu&{V>4Ub0$-R$8#X`9dgc=uxeUfKFQ=QLFl4t)Ad06~MLt2G$!Dv!_6 zv*0fy4)LQ0zmO^|(Q^T0b2;CJfrPDy9xwEu%wd88MX}!70rWv|Y%K9&cNz`?Qc1XD z7^Gq#)&!LqBO38-`}>v&{#&#SjoJYB4HQ8p?6WRko+P*;85F>kR^SUE7i|FS1bBd{ znc3^5^#8W(ad2QDfaHD+KV;ZkQ^E_VJYoTNNrrd$Ilq;ZxjS^Jp1b~9?2Y|n{tpiB zKl<NqckM@US1PHf1Xovk7x->&ZUWmI#paz^SxH$+2d@Pxufp@-zMNdc@bF{1;zVF= zOnk3o>Ax4_%J1uJHzD-ZDD4j=H8qzTZY%l^Jt?pnG=Cc=c1U*B*VoUC70jE*Mp)k2 zw;;u2nm&ID>R&q;6$N9#D2GA?1&4$*_V+*fQp|;Yr6Ib^j&%5w>fcaU{19{~PeGmp zV0%ga&tZ)cOR5&KdEh<oY;S|(&Ah-D{Hg#+4=pKity|Ll*A9K3ieE-XZgA$&{~)#l zKbH8v8}T2hB1ceN_d|yN?7GKEggXeKm_8})eQ*VY+NNC197LFGt=c=$5U|T5%o8;J zUoL#y3^>G<xWBqJP~-|A9SOz``C6PDY(zq>h=qyiUcxdWAR~j}yTimQ@PE!i&QKtf zgZ)lcI9^g=KZJ+k)jcQ_v$D$lViJ}DS4(e6A$$S=()^1k3xM&=7FJrmDByh<K3J>a z<v(Na|L=@^bFD8yb}zjY=0DziXRHgC88BCh4<9bdy#Jr5dT#6e%Z-t*_8%Uv$EUq{ za}5CwohPg@!SIJ8xY^jS*p%ORZ1D1B@^HoBJ<8Rp@IJf^UId_;m3nQ=&szez5&OmF zWMEcS)?*-0{ez1ODExmy8gAmE1Kx6GVF9c1Y`^wtgi&`iQ2NTt%O9FF|4q*KYWR0@ zKIc-<Q~SZu%(wr3;-wvsmtx|(Po59-HKNwP{+-az^v1P#4TY(f`xGtspCjM&|Ev|( zqtdm2)rZP6yEs41ChDC3nJP#Cbv)n-V@ys?qOkLZbv}BlMJiJeHwGum<1(+9E6Xc_ zGF#5PB%WDczhYouFqo%J!0|9WPV{C%Jh+Qsm}rC}1M!?wr+^L$gxHD7Y;HCRcm8Kn zK-`+=JrY!21dLRTZEe`#5r&AY8e?-9;j!$7^BX%}v+z12<yzX>KEgq5U_?OzzK*E- zul0#?VpOQuYnJ;c6DwGC;Mrml6x3erQ+W&oX^LC=D9R}6tpbos0Tst(W)=t};5iui zQ1Eo9X>+;RurH)J)iuJmc>OPYP=H_*D5LIlQ|t_|ZyKRid%!t)RAQz2Geb&hda3^W zz`zFp_$ZDtJd88ongRE0H%+W4Tc5!fgYp6%kL?-5Q?N5L`|Pw*lF4g{v$C;4z7iO) zl;|Url$Df7!D!AYr=WljHj}FgQB+KBitJAym_i0zt=UA)^JPxc#z(-FcimVU$d24@ z#9>gp_SzPmG2f)#cvm-D0}mJ;P2i*vJOu_yFd3UNE{ZMVDV|^H`2b9|!p=y{zft1E z1O&}sQ)i9H^8i{X7vckCrjgw@PyHA8IOHhAqtaJqW=tW-jnL825%<cK76{hJCi*cC zF)ma<U2Owo83F;&*EXn4^c5J1g|qNGplI)?vFI`y*deF{EaQv26xAX8W&ebzKYQ__ zw`>}6ydY(VO#aCUv|Ym>*k9pn0i0%VimUXj4t;U{Gp_`eBSrd%&MN1*zv+BXA3=r8 z2)nOSL9!STWEJeK{JOuot%8cU+umEzgmb_G*E(?8fdYc<wYSU!pP=eFNR5}#fC>R~ zGJj=187y(uiWzY|4_+Ujaty3{(ouyKcv$BD9o?Nx)NYxp#SN@!3$Uso0ssb_F6Dn6 z{6Mf8kVoBpfR`(NI>Zg^oH>BVP(fr~O-)T7#E#@P^LuKXJ6XEyCIPwC)XFL;Cy5<W zUewx@$9e5Xc~DSa;B9Xo9H25KTp<|^?gJ)HPQ?<nTrFmJ3Lw(!J{Zyg-_IJ=Cjb?} zkKkjkJkb8CPY&KYGI`5X$;&fW)J^08_Zu1l644q^7;C%Xo9uT*=Vxcpr1KkhP&tDm zBbN#X@Zm$01IpzNfi(r^FqPPh7G=skN`c%4p6AQz`3B`g-UsV}85tRaOeuf;6TvO) zw)$p~f{rfAxYlbHPEf_Z^e-5wJwNePxGdmzCEdF5NDekBw+LOJ`_Bz7JRN?41vt1M zGqGd8o)-`}keT)C$E5<SLmE+^FwhF%YGy$^fo`b{DLkq0JecOn@^hh{RA3kuInOBw z3k%yk{Q*%pXb=z<p2bfO5lNmWyklcyjbmde=V_%j06Tzp&t%n;9)39GO$;c6=8y7` zMK=A+s6#<hQ47R%L97>wa|Z(h65u=SD0l%3Fk3*GuW;W;UEG1NGAP?{p;9Wqmx%i4 zP{#u_!bkJgh_@oH?0`q?FR@npjgzyxqubg7!8y#3vhcX5wDj83k%I2oPEiEo^aP}G z!Dut@%vs?GaB{uR#<f+ZPoA*BjVKSN_!=%|I*k2hEn%cVv9Ym`_;(9%PY>S;JAVW~ zBaAN!P7uv^e4)BIQC`T1i+r|SSa+ff*N+5-?_d}h@gc=*=z%>Sq_6$XQHOC`?xa!j zKM&mSJO3fb(~=Je`+pD8&5X?9C}sjGMP`9Atb=tAVmJZ7&{4Jpi?Qwf{X}*~=6DoX zoDUD>dq>d>YrWin%Rq>jSzW~ku4On23$ri(-;tsYDD)tZ=gsWw2mk_++YH{H;@<xm zF8aC?t{<e?yb-;^9FL;vLIxM49(wI@qEJ7;9gxn}P=Zyh5?FLeQ=*{s*#J0PNI!b{ z<;#t~NA_^w%m6?ab&f!hhS&ek2-E-le;!LcJW{d07(nJiTq{CJ{-IofjA_t+0bjwh A&Hw-a literal 0 HcmV?d00001 diff --git a/content/GA_1_6/figures/stencils.png b/content/GA_1_6/figures/stencils.png new file mode 100644 index 0000000000000000000000000000000000000000..166dfb4e91519935386d739cc28c3e232e6c6869 GIT binary patch literal 13262 zcmdsecTf}U+inyof{2BpAVqyeK$_B&&=HU-5Q>H_f)EU$2I(M8M2d<aLAnG&l@fY+ z5hW@{N)k#!5s?}K(n1M@v%J6WJ8ix*-^`hFX3m^HHapv%-F@~h*LB@@63xvFxH$zm zK_C#f;ho!-Aka}P2y{e<gALg8$uUd^SRL`VG|&N6{kX6IY#e)}ZK@3d)ueLmxv&D; z$9?YH_XmMab{{TBaEQ`}AdrHq;cacJCyumny9!?GUn{F*vGpEnQSqMX7_Fn)EZ>wk zO%yH6FDP7n%xd-JFM0chlZicAr{)qt4_?gP%u0S@`0TGpb9v_L^QW#ypWv8^NIYYB z>ecjhGx5`>f^R({;xUtDSbCL%gF|?Eht=>_(dV+NvZ|`8#qoWrb-8We*hVn$U|R9q zAFcrFwEMA8VD(U>fFD?88I%G~tu=cZb_6&S{QumcQ(k?!>JxiA>+LBiCly|tyZ&)( zqQ*7B;gURzSUTZW*c-9>SpbO{Y<N8SV7dIv!u;amb9H4@#Lk*qtCgrQWqwUi{BG`2 zJDuz`@#dQC(yQVHUq!_;)dgXfiAO=45*y#M6mXPAMBdg~uUu%hGJMUZ;@(t_TJWIV z2WRch4<QSKS0J$SDr#$AE>9$gM$F^iUhj^j7=1i7IQ_IdB?qhwL7S{9BPNziQHq$K zO<@dLBl?|^m(9wWDs#BXVcn+Mk(Ml?P7WLO6c@0+w(~LeUDNUW2MH&ITW<ONz5_W* z>*2Yfvbp**Avard?@vq)*`PX9^9$Kd1z+ncdKIcq?N`%0H;VE2OY<FSUo^aWO}8qG zNv9wvl1GA;to1$b<ApTBo^(!6dUy*3AL#KaVM|;6=YC`%NM)6n44BZE<Og@l%6QlZ zE5>hFNffehc)Ps11J+|r2%%OsqE<gF5K2OW#sf3kt>0ygwgy$tC5R!q<GE`}S_dxN z)!eU_taj@3{^lob*YKS<RyIW69Cm7iL=S0~>WvGlhY-_wG`904%YFB@eIbkK?n(iu zvLS-C>I@o!u&s7f5*^e6@9wSlnR*N?Ec!k5lH~jh&0Hd5d(%HRbrL*6@0dbD&G5ql zcH>BzPA_~YpOHXeE*c|mKJ@DFIymoW<7Uq=8MjRpbtvihgc|^kBDn=qb9;iQM5ITS zQJ(9Sh~0&&V4JMZNdnoHcmbm<^-!dCHk4+kuA*Lo^%|yY3^(nco{>@^p3t#s&Zh{D zMO1Gnz4!b@Z?|)**{|}P8cv9RKb^u>r_`WjNAQ$tA1haPD2BjQljqEu`M|~O4|7n* z=dr@-GC8+<uZF*C>eSpH|I4>m?{2sk%Bv?o(4(WZk}zM~H1~VCoH8)0yPV!IR8F8m z^<#RJ)LS$a9b!bBwgOAmm1M{dyDRNdF}~b_!-{iDqjl|6;xsHPczt%$8-jh_ZrdDa zP|^ywzHidJ66xJ6-^iSg7*gaeMk&oRz1zJfy?hvL?}pP_^T2E^m2h7iuF}cvt;pq; zlR-}0_{XoJK?VHHKPTpm+K*?JkEsNTd6fmjy@I)ciSG2c^USaJGwT^{z}6cfPot)E z4DDMd<z;N8&MjWY%E|~h=6yt?uhqwXj*AfZfn1q@mmH&DJjwC%$oRZeda{Uas=zF{ zCO)$=7Mwc;nn&wx)iv#(Qt6Z2Qu>v_<xfprezc{A<uUf9J`3G5a@6H4@NS{sy*K97 ztM0vVuW9&BfUt)eN;Kbl%u}3OmD`$o>zXaMs@pNKyuB!5wL=F=>3g<H-;2oo&0(~3 z505!|INmP;doY`gpnDmpMeIFUAA!9(t?{{nUTl%7v0EzHxx07`@*L&=Ww6+oi+r_p zt_VWT3#Vtzu}iM>Bn!>*HVeIz>)abmu{OZ729O<NM2wNkW25zi*@6AB(NWKDkP@@3 zT9Lx)i%Qi48kx(>-VjyaY8jeb^K=S$SNO89!Y$ulv62I7u}~tu%(~pfR(`EtmnW;% za`)$-&aUiL7=>_DBG1c!F&;FTb;A^JnL5{nbE*NQ!p05mc)_!dM7=Dp%XWrfQsUXG zsKGb^gYcFzhtiIEuP0M+0!!~Ss*)-gE1i?+zV<$re{8@5e?Elm_$jPdCTp6g2h69H znc)9)^Ju=^vR2QHpq}!!vrp`bVW-rP^;jZ{<~L7WUB(vgUm0+HuMJbzFBLA}51g4e z_iCaa_ykRJxuGV<^CPSjB-wdH6x{?h_BSAqp*7b5==?2VF!DR4BfRzab<XFz1COxS zbk0wz{_mL~r1BV;hEh{MM1~}BEv$z-<XydlR@q0bHz&)Yk=U;@KG<*F2|O#|mA_5L zRtJ23{(YqN7%I*@sYNw>w_cLOYK|TAY^-s`p>8Cau{O_gPIZO9wmGjNs`Ya!K~%XI zcJUepFRf2CA9nsVG=759Pj$0Gwujf7Z&ulR%wtZRz$)<@h-)gvA-?8Oq=lurM}736 zD5;U#&2lpaDHpE0U1)TK7foE7j#msReC9{7F>G|KVo&<xx!2}n%J(ZJHNGu=&qk+I z&taik3(JG;SN&GW*DsXBh&s-*+^z3676v*JSHgGA=57Dhn1A1AHoNd(>A7_5GUK~K z-&;a$8DE8ge7U}5lg-(ufBc91t)r~-eJLwCKfk@X#%P!O%xb%JZ>4SBtg9m+Q)nmz z8$pU%TrDK>H<87U8q!xL5#L%@Iw<MI9$>59%B|^4$B?gPa5aIRzC2CDH+^5zpY|%w zE@hjkV5En%j?AKd<nLYQiei}xjbj_pg}tgrJzfM-hqB~~%3MgEAy^?2d$Umva`=4e zO6S3Z?6^U1leSWDOZ8Kf&f4xKm1db-!n}i3_okrDa$smVX#JOT7tWu{x4fSGO1%1g zqj4gnH~kk1qRv>VYiH;)K0DN3GKsd1cBGP~Ti`x;fp?X5jVMcoP5ArxOo-i2k5EVT z5)aW2hD>TFvpgtAka(h7I2$Jt`dyY}5IrnIO=)e=jkYNn&E8>kBiDPPt?WGEd30NK zoyc^i?8e@vD;QgVWEfOe9zQFtsP^!3k7>S{y@1TrGF&RK^v;&_8$YT=7Td73DU`|r zeaVa`ZN74(3hwa)5IQ~Ujf-A3FpB=<doKPeebsq-E2s>|O;A+#PNzPQBy-!OFPFoE zDCjxfa3??NU;sSm$!ODD{>(>)e(Dsvt%AsS#K3Mh!*J!IuY+z}BZ;=sgbSidUfHw% z7}KEc4aS=K_Iib4!|Ls7|7uCi)x9@(ov_g~eZhe0%P?e+;I_rp1x;|?#+-rhYTST^ zOrZ3@1>s$sri9kw2F+SYy{zCF!=}2Sf|;GztYdq9m%jq>naO_VF<hrP0D4DBj471v zS!jMO+}Kve0C>B8`{j0Vu1G@Jn+@GJ3&?LuE+DOS7UDpvCey<R8)<1Lopb5A<$CO2 zRrpM>!wBa_^e<UT?}9iena*UaWLuU@9@)4^EcD*E%t`uG7EYe(PB0Dq3%Bq5V5s6g zT3R1lQ1;TpMl{|9W{XC8kVOP~Hj9p9y&!mao$7V=G|`Y1VjM5gEYpd?vVR(8p#qc5 zN3#lUTz=^zZ`~-**#>}|S_o&e(<`&Gnyq8L?U#stP>a5)Y(&Qb?Rpn?NW`M}GoEu| zjKQ{iE%hc@tYg@!9^~k}ZmC{320iuquEzDwd{fS+%S5Iq^A9`Zs8;(t=d;~c<V7d5 zz=31oFTLaHY_-a#5*~QmS0z=etRxA@t+Aa1fzDV!k}}@Y%NLajT3fTVxIiGIOT@zB zQlyPT_=41f#hz=anGcSEKyQk604xf+k&601hEo9uJnEY-^O(|r2Lq{OMc(aO`h?5W z$2g=U2-I)Jf%OoY>&x3}X=!PTVdo)B#<~A^w-6W<6gu6LTn7R0F*twc2>D~^O8eY6 z@RJyAqv+J@383nJjZ%!>tV7$A0U-tV7sCXCYe~AY^WUJAk8xZR^8-aRUI10Q5s8=9 zfo}&n<&n3Zpv&~>&S()v&je}$*NXtxqiJK!gwRDy$x`LtoRRY<^%)Cm3HUCLY9P;j z30?bol_mp>VhxN!Fnf2?1$Q)uc}l=TkD#Qv^!w{;<Ou-GpD*Cg0<zmJF#mRuOj6>H z)Co~w?^$3kKX>so{Ju$m1_1Y?=vt+E=)i!0k($3x*<~b&&wxPn>^d?x;CtK5z-j~F zyn09FkVxQerm@h6P{s5Puigg@<iU#oR_+(!z<#MWd@Vj&^S5lI`LKhpqQiPO0Inb7 zfC<VNxGQs`x~`7E*q%<MRYu7+$WMxjZ+G919GT*YTu=DW>^~RMiqvzJ1%bX?0&bbw z`}?RCtz-Ka*Gg*SUQuHp)dsP<v4E6H6IRsJnw5O(JzD!&NYNuL=amUC)kkHZZyfV3 z>%aKWNbUuId>er5LVyg>0I4;^-D$5btr$uX27gzr*F+iO-j|p6W?y%W4+6kDnD2{- zjtu$Zt1HHB3Xgs~0hW5mFVBt)!dg@jXq5A!<-Yi}B^jrVu~sAvl>-H{^2e2^htfwR z@dda%)xfewmu@!jmDZCNZaRPSB%rfu1rJl|3=5B%^EabIUcovpXk&!C?ewSGv3-$S zRAbCcPXW^tMl7{JKQ`Fh8#F7`qnuOmez(;Z$s{m-#_+Vw<wZ`I(eAEeFZ`6aBc-JQ za0{f7zeK*;_RpA!4=&wH=^IOw#=dmUbdtHxAl=$nDSCabZ_B32-czH35)Hdg3aQQz zv1(~;#jA>hE?ox~*T_0`EVXYA+0FV*g=hejq{e^kN-}gykyzf-X8nVMNHq>USHKT{ z1lat9)4{H7DAygdd7*QG3e$bS)u}ULyq>2ThYVZCtIXb-0Ehw7$hCd7M@amG7uYd) zh7Zh#M-Dp#1&3}eE4k&8pwx*)rCDt5Y4cN+*k*I}&iVv^K<0n7N@|YS-$lp$2qE~} zH9XF0e*@q3v5mqM)1f#@Wzi`1(Vdc^cK*$(>j?V!=#WTH9)N{?xq`Lz@6yo)Ted1~ z?V-kV8yrgA37e_m2m4#u0NQfSQ$ggOuWq29pcRdKeHYp(&N1f_%OtuDERVP1w=3?~ znT&c{Dck_ql!7BX6w2!-`U4vfIujvLw9GMZ!IRk1SgV$MS`4^T<wf22w`&CnA~)Px zeW#4O8XU5f6}wlbabC<z0lz*SCm?Izk#7yVE2vgDwv)f7X4`rReNnqpG}QiPX7vRC zueH2$G$SX{XCm_BypZ37QTJKiJ3*+n#DQKzfwPVKg13)Ic{{cu!B#J*GOoWqB_fSx z0_=$qwPPYGHkD8}@@@SD(`@Ce9p81{5p$>@cDYg-@#q)_7Ub8vzZkqUQiGP()4nLH z^%pniUwFTzk?W8}TinbuN(6Tyh)+chVVkQOvQaAOh1v1L&2%u96|SI4UO~5{hu+%y z>F1AR()%<R-%t3iLn}ww4xbitU_*M)K*j6;z%Bb#M;2kagM&1vzXLG98*bp-wI8pH zyvFNnTpbtAM?Y{P^X)2q!h6kT(r*GnKr>NFz@fC{5GKE(ZkHH1#XiScAk|^>?5h8Q zJAQqq@-+ra0}*b)YL~T2S<{S{S!lVT%h%m9nh3F+vxWiRK8(@pB~m*$nt!YYE-Ecc zS!pu2i-eQrQjD+VTr_vWsPf5GRR*^j|93Mii&5~g;Njp*D03hzw77F^UA2>{pJ?*! zPT}*@{0YON<^fVlOmAtqcWr6KXu+z^4B(ZWx(O#~K^BR55xZa04ck4Nrf&qVJ%lJ{ zw}cG(ThQuS12D3#WuoU6dLfu$=Zq_)mc|=DICuf^Bh5G`Cuf!g{^Q-P34k`Va|<ae zZg!g<(b3kSOq;xw?>d$;pK8j>W^MO&!zJ+dm(!329n<=!FUuW<BKSAI`B31ESw5M? z8j23BMsaKN)`J?`KUp9wtxr}TfQ!?>vYz(s-{8hFM9GfU7k*FrXP~5>+WWSnuvkCX zxKQOQ!FB1})1|+SLzNDVz_61IDLT8@S2Jq6ZV_dk_AH(Y?z)W=-xV`AEszb*+HiT} zE|c6)lpz``agL91`guf7rSqG>DmI%wg@vYf8sX%09?iWE0BJGAE+^X<CI|EPaagSt zxAO}#vyI?R>rwp0&;kj^<u9r^e)jbq7GJ4NRF>N@I@h5wuqj^XhVj}T0lxe*Aw2zA zDevXX%YtoeT@ju8NJw``kp+YcbiNQeV;ODJTiWnwVXzp<i83|S2eRh(1@B>2UUSJG z9Dfy|`Qb?@=<k<ikRLhV;n)&O(XdiYTky4(hYKhrFLFzc6iTk|(B?htVxhkiVUGl) z?>T?0FuPl2*O;Qk_4~yS4z=~~3bQ!(#ad~EQ~tkB1Zj!*=!*gAi*gCbMQNgY=0Mu} z-&L=0e4qOpnhMXE=SJ>Li%tOatc_4|H?+ho=LSLC?A<&-=)xy})Y^^{jT|%4T|dMP z_I;DwKwMoA=9jhi$keIx34^i#0X4~->#tVd>G-W*Npc}8?OVAyXAoasU6~L<v`uk~ zsEwFu7rg@_26b_9?WBmBM+q<LmOpxUe4Lgnr1Aqe2n@sZuVHu_L$|!wUG`{=lVr)S z%K*_>?^1j8;{up<6D=pCs;_ylSC?ZsmaiT2eRV+Klp-6hWb+hkpn(IcrAF$X2;Ula zV}}}a(E-;k>}fb6>)1A*d|si4y0B0KF%pt@jtZLk$cosQA3$<0#!VAY+Xd%9zh9s( z+-9M5Gyf!N?jgV)_JofCqT>RajqZ5V)4w;~X<k@M5NaUO<YlTE1<acom5C^5y$lQ% zt+Q(}vJ!a^8hS0CjrD*-pKJc=gVvY<$H)W5<j(3n;r|@byicAcw3K34qb^v;vAdKd z%kX>Xtrsda3<Qcf4D3@DczmM`4*`Z*u9_##oaaK`ke;awnO_O3b&)h!)-YtD5Tkjl zNN>MUbFa^t*EGNA&BnSK={*E7q4q{3?|z;8VXne9risH~N5l;5HS2$bH<(!dxKWz7 z+8~W4h7oOxadTtM{>T%aKn~JM;jX&^9X@4OsAL@ycGLBqCJ+F>oOY0uHt8IcovD`@ zxB#G|6Ppou>xI?xnz=2TApj=QN|_&QbUEnFFnqqx!Ir#QC6hD?GgdSx#wD2B{WHSL zudlCCYW|*Mrfpolj3?Z1SsXMjF+abkP}*Da!GW1yRq)HBWj0}f=}UFH^Qd%l`}P6b zOOX&wElS}Qi`YaSbK|OiVxN2<rI^RrHnm)wy{sUa4eBtvJ|1LDGA*zHV%G#<q>mA- z#H@p`$hSXv9__m%Xzt-fKhFNhq0-2F$rg8na3xBo|IJclUsHCQPI!4uZ`X^XL_u0V zB+`*VLD^|gS($RiDGwptu1CEYG82H6Eu}w%n)RN2D;NV93lN;rbp2<)U&mI#%*>x> z4Ai#p2pTZ<0rhkOSZL`_P}MWvZe`rz0j#or4+Kw|W!DN0h`a8vyS}kNXcu^7KJ2t8 zsjUeM-t(=pB>^4<U+0&BK16Kp93rAPE&;Ng2fuLMG%j`P<Uf9PQzIFm9Ea}iakZ`F z$XAaDz~Q65AIi2Mv31~q03fNR10Z97DVPIf;{UHhaJ~jOWp;n3FOm)r{6zq>zqM>s z62{M^@IcQ-YJ#Fd=9?DkrX{8TY24A)HZ$nYPi=5<KkzNu0VNAD*5r%i6a?Iyd{aXU zzHvqVd8$u7j}q4HFh;cj6h>v0<^De$M)4%B1nV0H0&VJ>!q5L_QR8qpRlsXsSwQUK zmAr;{!^AY_coO!e;$;HCCcV^%Qq7dRfN_C9g3&1Q8Gw>3sBaP>bQ|Y5%>eeI{eYeB zS?Bs;1JUr`>N~$*)A<K`Rz2YtM8(vJ#G_wJF)~x163-%~`vLbC{ZhDq5=E~4HU!6q z{M@crPT>LNTL7oH090zCBb>1$)5l2A{C-^Dl}1m%#aJjF0p0}g-i@uspcThZt}iM; zpn6CoX88O=jLso?9~j{c!hOS_cEz}>yIbrat?RMmGli2c5=PEcCIWLMrLIBLIRg5o zS1RLj$cPO7@p&WsXW$uupfW!RkgCt8V8+iPO8-TS&fvTLIV1|$VZJ>un7AqGA?|4F zp0)$e=Yaq`4<z%pYTP&TJZ*-`i)jK>w-Wbg?e|xJvPC`Ih%k@;@xyFoI#siw@#vy- zM2DuypM*N*hi*~kERPEy;cp^o&m&AO!-3e>vwCDudxc%=h7SCE)AvV*?hDLE+DRRm zv=_7NZvE`k3>mvN?HIOE$*=YAGUiyCuLIFKd71^}aZCrEl_7oqSI#Z}o@^lb<eUMB z$GZ%JX(06o;n+du2u01(kAStc{WstHZ#fP)qx2-6C+gv0W#~o}knR4Ro&VqVIky(S zndgm28Wcfa8bxwOg^bj?C8<34#1YB`idw6GT&f<l{BC$)U<#k7IcesZ3vjk409M^p zemvq_^4=AoU$eKQ<cq>M)v)ooRaLTeD}j&K%_3dN0=wB>;_4k8iU4Q&chZ-l1p2KD zE1=Jsax*n0ZyjQ6(Xc<-5apPUXpKL%0P#BNfjZ<^4lMy+vlTsG1p&1aGDbqL%OHC0 zrGZEdq^u4xsR3E+HJb2rIsuSCA<c-k9Lua>$54E157a|=*G^RV@!OnNBLCbfLG(7n zxX{}g8}T=mQ%R+1{Rg<+tv4gsDQq=P#kJ=I;?Tw?+Cyn)K)iQ=GK#}yCK=FepEyPA z6dytjl-!f${mXc{uUg<|jK?!8$L1lKv+T4rgNBIxkh2~~h^ar~=Ml*Y0OyCk7laW? z3j#}SDAiA=*4o>-sPyMHsFg|btTe(fGF5g46O?=LTP1Wv>(o6Kt&aC2XyqI<d$~>J znq$O{n*#G6(L1Mf{MTsRBm7O8XRk{5ZUACydEDLJRI4m-^_L#v_m`LMYAbN*$n7b1 zF#pmdvb%;YD$G!ZDD^!)rn09T9xop-Zw{G=JlID+Rskdy<rx58nI^8CIDg|)IyP+7 z*Xa^3a*Y}HQT+hg@mKwg!$~rBAQPXL*Hns+<Q@XsnIVyd8Yy8^aLXnjuAnRE!?VGG z%)MYh)^;<%tJ_zf4W4WHBei9$)8uLXq(Al3U*3)i*{6Ifj)*x8a$}hZ_w1ilDvp$K z<r--`v#<2IqN{MXQA8tbB%OdZRk-raAJDTQfQB%XPP&O)dMlYdYHeTcGd?>GAS-~C zna2ELW+=nS4`*?BFZa6_FL;5zWD+UF_!xLo58B>yQ<wbBzB7wRwCM>S#mrdMGIXwc zkKKgKW-(s%SJ6yw4S~|+Fhj)n?#Ebr+Q2{Z0Wtsx1`TlBJvq<t(OZFw>5`Py1dBID z)5bd2rVqabvC<TNc=p@tt|nPmIM<71Cl|?UfCw~@E|JQp_3u;PdV9kNu7W*q01rIS zU@R$+@9mCd#!55q4Pa^GfWzdRNp(#|*1{>u;321)1uc<ce%R(k*TqK;3b9iAfL4RH z;^A1dvmAyaSOM~ck?h==&HmKkX6#VM{POZL`tclUKBOsPzeSS7^7Lqy>QXBBq>A_0 z2iLeUf#*nXvZZWeUO=!t&4AWt>BJ#;aV+mKhUQzHc=Li+J=eY#J*bnB)95j930$mc zIvlp83l;0Ld<>xsFXd<0xBAT(t!slrHarO8-s3HSNVDk$T@nf8J@TQ;giwt^w9=Fz z-Nn80s<O^+U^X8j4<aD$HR3H<s$j6`un7Q1Ru3x&DF)m1&Gb%36+_KS{!S9lN%Yx7 zv#(Ta*?#Hp_IjV@BvE;S%$76LzZxiR^7d!4pi)^rJF9^E>yWOW_lktuwkAR++P5aC z!fH?Y%@Rv?0Mx@0Jmg!qCE!>ZXBJm=zph6y?+zzB=NC>Vz!k9&K<eEw2a$mi3dUDj zf9g)j`@mJMi1(SMyK9A_4H&kD)>ev{%%>Xtp@m-;%l78~D*|7*VfjW!O9X45O_m;H zr(Mkpv%JyYLckbyalL`yE31@kV4WhG5o1L98NXWU{?_DHhO7hXoJX8%as}jyp<=(r zVXoCqPOw@;zReikk7_GKH$)RPo~+N}Ckk{Ew)K!Pw2_)_pmZI*0I}Y$EDZOpco_%| zTHeSFS(FUD_Ti)Gua0jEwpX(OtS%b9@p9|;>$_w-tq5}nMQr!Ti=(vXeAhVYxzU1a zwvNG{_s&GD{`!oRBA><y(tiGXX8!!c^boURD0jqCIk16f@_lR(iRY)4ztv*B<Y18? zm=@|_VFZ^C3@k^|UMsEK9P+qYg+Z+w*zupu5pCB@6Ho+{&-}POdSmA%bAKh0VwbxW zxi^*KtT+_J{G<8QLU-$6xRdFIII?45V_NA~{R+`OEw>{GN()k@o>KmlG4rdAH`w|H zaq;f7?LnSX=w4)5=PulEIW<jFAEcG57fR!(D!FH0Uvs2ALaf>-o}6p`rQ*@g7ZD1q zAhFcKf(-{d{yI{|$pZf1H|Jn{9&cQ)C1<~hcWP{VDl^3oN_(`}e)(~xCU2{A8`>-4 zZPk<GzbyttpL-UfE;K#EP+0baSkCB_*pNbbUdQjJEv9CC!%Ue|Jp_*kfYJ<F6u19{ z$OCFv9Uizp)qJ;^Ak6%u63LMb4ytPOvQ?Ztx^qehrlc)!!{WB^{G1UM^Cp@TbNm(r z?~PSG8@7KCW6j=W^L%``BKH)K>$=?hqQ8As)-*q7O<;*57{#FPkBM5n^`TbdZc{Fm zFW`xM8i2e`GwKTXAECR)%SWsQ${h9DJxc-#aJot1>~YR6XhLn-*K+X+@yTYD5dccN z9<tReg-30`LY7?p2NR0*aiT;^g)7aF63<)Asr>SUy|l7Ff-@gK=scFUtMuBB^6Ckk z+@56>2QiB6g3@Pgp>`(#k$kiPo*lHey*lCYEnTv`8wk@hORWyRShCaJ!!k*61M)5L z0J1&ifwM^&2}YzVt2t3?$|VG0dZxlpZ-v8=-7Z6F9p_m9NYBZqsM++H=Y8WgWRs;P znyJaM?<*id(pQ%4XWK<5_}2=_@q3s)**xINSZvK3gs+6-JAuoz+D1g5OGcr(Qj8@^ z_y=t3%G^2J`;*OYCZ8QEksCpE_~I`(B{G2523gkUK@I$|QT!05bV(kxvEq0Io%y^% zcBAKdwoAtFAid*oyz@r!hee2d5-|V38dMwmpTZvFc4N6pyghx0uHePoJSZ5x4_rqy zh85UcTUa>mz%6}S;ITwVpu^#?`WPimbLF98U%r>@yBCr9c@G@YNNwrYVu1oklp`h% zs-$B6OnAQ9LWU>((fE}>(|6cu;5sexAQzT-iui*bH|#Sm{qnGpXY<uA&*$H^SlvI( zd<67Ad(uNP9nt$0PAzooU{x^k-x_I530&NOjxOIAv^3(9$?*aRhe28MwTH;Vp{!oU zuHh}C?6xW(>Tsqc3k8H-5GFLa{m(5lBVHbVIfAvkjHko9!iTKZB97I+ChAr)^VxPK z>HG(x*lOz!`y{q;WTCtwAYmXTJHjV=<vN$(<od66H4ox~0923Yddj;0ak1Dq(*)x- z_UFsx)F+}5+XaW{=WOniv#^xjOu1}JoNQQ_qBKz5{Qeryp@!1y-0_P!)zc9)vJzr* zk#tyN!Dqg6_v^yGk~0FKRscpn+kQKbi!>OTrQrp@@!#WzYPM9G0xTjeLxfv>x3RCU zlRmcBC#SBmUkKlh)<3_GKA81g2bz06Ko}QP1LlFv2Z*d)n8Iz(^Od^mdr=Qd3SaJ} z!RVbS_s;}<x7Kgpr&HV~{!Dc<gtzqlDfbqefl5w_WjV$gOm>REj)#nT?ti|E7bKN- z>@JqO+bdQ2PChHSo3}h3IP5^T@rAmtOtj~U#<u}t<HnHSB|8ATyTiP#32VF5Y6=E0 zjF*;N*s5WcIC8Ftkl((xg-so~*ntMr4ZJ@lnb~HZwKukq7;1S4G#CK|!IC%AWIY&) z90=<mKUr)byJHe>H{%5Z4tyw1N{Ji^kMTjY_K&?~FT6@HjK$R=D$%pyrfT3ygF{SD zQOWwaDpnYZ9-O;(7pT-J&&=YpO|u>Xn41+oSATc&-G=>8l>>!wVVbU+PEX3PR^YIB z%|AZ$lO9xDEo^$Wv2T3$ISpaT)hVm^moNep9+~M~8qe(cNcD)@(#^jQyvS~-Ri<NM z?{Ac#U1UG6X*HckIq_Bv!gGv!b7Lmc3FQZb475piQK|;)+dc!({L`t!)sz|yAa5zU z=wG~#jlXP=qIiTV7rB$<P<S&=g7p&XnQ>dV9!Yr{XrO2`KE^xC7iI-f2ehBMF;cm0 z`%G`9K<pJPbuhJ@sBc2G^0CF!V|X;~{Xv(@zo&nNc4h=(b5XPN$&^Y0Hj>n`d4cat zwkgAb2G<j{DxTl@Jm5dzKj<HT(`H=UW4&zTR8_AzHr={kG?fBgmM6S>Kb(?Mxm;vk zJ{)tjg5FF{Zr${v<Oa{45ABOeDQU3VIxdPBzl#HVQlixe_uI!?gR*_Mw(KOs`E%4m zhh9)u-q7p6C{a#aRDwYm<(j3QmFJf>Ld?PAe_Rh|#nM~oySz+ZeK}SZKiu-VX=bnA zx#ZZ`ZX;sSyJSoe9=`AFg~nkS+yp-uCHr<NCeX9_&+eWIM8Sb(*iHPQXhe(0Rvd_X z|3^JMb^q$&iQrJ^yRH^X!L`g)*S__068cxa5i_u_`knHyx3F)j(^oHpK8opZ#POt1 z(`H<<2+J1vSrv;`-h;^OH$IVddzBYg76%#8s7s{}hE5<u)Q_bW82mZNr8RkHNp4ov z!mme|FAlT5>8LDMw(el=dO`S$5L;!ZrRRnjh>jiiP85iAX1>OH{hS7=0*SV$(%(HS zOB9#hN|1JFsn3t^QWqs1i=dA_LeqBuX&x<3<W4EquFimoSrg8Q6e^LDPmOm13K&}L z5IR#Y?vgF=)pTqCpl1yxhMHo~wpQ0JXeg`N_yMII$We)aL$>e_2dU@*1SgZM+4Hx> zk}P?!$-j?2zWE*H3ns?=uiJSZ1fVF`mzD1wh5#UBx}fu-2z?Yr&W8{L9iL3Gf=g1V zQr8x^$5|y<5jo;KJg{A{%*TzMBp{xo?Ofs&34nbN1c*<AE7ofWbG!ZIuTSmh0Q<i} z9xL9d#IboiVn2C7erBY`)%1SyVXemRu*c%qniQd+;ry7&6mTW#2KPSzoy7cbe&ZcL zRA%9m9pka*S@kwsp|sR6-e)8Y$o^)TEjy_e<}+0SEwixMej&7R6aO3bn)F)F(aZQ( zN)p>v0e5~HIhWdAnIZQ9nqUq|YP(Fdng1U;bozNpKUKD#--s`R^e;XznX<tj|5uBS zKccj8GNM(IlmytlnHQD)MAa<h$klJ8J>gq^pVEEDLa@nY>d8Wb^NEH0Rddh(Yi~{x zn}$d9ld_xrp>P=ihf`Y-T)%}28gw}C?z%NjJOgS*%_Gj`^w^obUv^t0xvzmCHk|<o zq`d#Dk66^H*u1*j@(FXk$7A$Xr;%#==31xxM6Rmknu*}KoTuR!xs!#Pu>G>*q-i~j zjE_R3OEu1x)&TQ#3R$=U#;%SD92?fJwisitrLswzh?0GAC!*&5>0AWbfKnxkh%aQx z`%dW$h9Ca#C^cX*TmUXI8}Jf#FA(KO)8CA)vMd=VWymiZ=tFzB%LWMHd_>+?!_`iR zOqg1`CoFWV!8AveWWwVlK4bw3>bu{4_O6->x)Z3zqIrik0Q=3OjjL2$`yjz;!x~a) zn@VlyQgZTX@E(U5(d+`1_#DmP(M7c2&38uO=d5(ctD130oLy?QRykn_zxUu5nSe>I zZ@A0AoOW@F<OyN!`sR?$fLJt4j6Hr<P^31x!iNu}8-L=u6KGTA?7p8<1w#{O&9C<7 zZx-}1KbrgT#X@8Chi?eRHi#fcq*_?(xw;Cry0$E<^jWWFXSI8g3YgX_fnD#%OSK)$ z@YyQW`CdRfj?nwVcASVA^Tg%6kM$MHLNr-pplimWs=U}k<(@@Lb;CG3I~USKk@5YH zT5^WRGlxVc?gHuhIqi~ETcvj-PQAnKu4GGR#x-ney^MFxlr{x3cb1kSow!^C=P_2b zK~>SD6NaYgsq_*`m5~$Jmm=W}E@IfH77goRTsiVnC(e#fzF?jVqzp`^Gr&fLJ5bp$ zC$VbPjno5n3oS_G=E1<5uKK_KPC1F_|NFNHYXm7gf_B{d?F9Q%Ybx(Iu~3(I3H3cW zrbB&`O&-xJI)fxga=Yi_o8Y{^T*&haXMf;CDSq1y57CwPFE7GjY!RII3s5SgPdhF> z^{*ehmE~+`N|<axs*baO9wvqq4BQvUIbsCMtm+d#;3{oCbuule2G7I$D}oN0?lZzf zT(HWQd1c7Bei3qHP`3Jy=WYdd{q<XED9kX@A^fS<wXX1-6lbusddN01aPS_x;0(a{ zREjlDfyBIs#||59B+q*|@F)fEMN6H!s!T))+G-L{Zp@t&EbZcHaC;A((a_TzU*V73 z`D1P+QOdUY;p@lK_l<Ew`7r2TBSSjny`iRXoB3`n0ZVhRLqs5tSQ3$t6jCU;DKaa2 zm$^Z>n|<a>>r?Y`K|`#V`7?hPqLQ}6XX)ul%~D}(bL~5DMz(;iHfey~(l&~ay;v_h z*!BTv2&($Gh9E7lW%ae)qt&8<jUlh)^DQ{Z#Inl814i*x59Ob8Is|>vL1*_+lekj( zeqXhA<oj?eO8akXeC3dULGMAK%%6n!GoPeq<*ME4bI|P-ns|8m?3PD-q;9bN`ct>3 zJD$F+FUWQvt;-nOvvK$Ly|pq0oUpJrIV|~N#Ig*!CLQMp^UL=s%|G|>^T`#JMu|&3 z5U_ov>ALBc4IG~opDN$8=^ObXdjbTcibri)`dPdsw6oL1zLbw7m2@1-ybX_8%zFLN zulQr@3umBw&>zN%=Xo5Uc+ocvF2u;TV;d1WA4_>a?2aZ+!ut33T1TBR_p*EpoYuy4 z+NoS|My82eS)W~>1ai~@=)1C5jM(CX5j%GhQH55ptg*|F9INvk>_jBCX3ZF}P5N+S zmR%6>3hn_6qsltyF*^X?4_TaoIoLpWPvEqZug=^g{Vdz*k}D{)mq83ov*Qad$_rW< z&kI;$pWOUJ_FYHJuMVDUkiB{KF~AL=y4t0I;e%35n9B0C?5Ab5WjZCZxb@71<K*A4 z;LjS#<wOV7Gf#`Ni!$0mE)0Ly*43s}%qZ*nW5eV{)ShRNf*OgE-}Su?c}BlljV&+a z&WVs493P7$_ZJ#ZTyQ3T<u4NTY|cILG;;6U;-p2pATL)pRI2HVZohH#*)hu9@raK| zb=hN6N*v=|v<@xmTgG<kjEGsU2OPsRm)_vP9+qeDwi`E^Ig_SPLw?m#XhxQxO{9Gi zHKN$hDb17S9-Fy&HIAi>Li9-s2(re6K=IT@PW%fKfc|NPN(vtSA0evZj)w^_5a=OL zY6VvR;hz;8?-yh+PXkB$zdc7T6nD4=UT56|mv=lM8NhFa|4@Fuz%@+Q_KMBb?@xud z2-y2P9p`gIeBd@reb3mS+BG`c0e3P_8Zj?VlHJ1{lmx}&eH*vGBK!XyYD$Z44X9R@ z^-eP3keh>@=Hn2lmVe)pq``akvAfTs#tU7*Q;Dgw7TBmTSNgQ`t)tpM^VpYFDrMp~ zOZN2%mM4>3mTMb1Lkv?NWN`9tCW(zKqG6eOnX{&KXd6ngsRE^#grc1gA*dUTb!UxJ z-D7jJn;h;Q{w1T-6lh{64N3_}xpS{|m#<~O)c790>H2;JPQ9H<o%39Ibf6t#kM%fB z)_`ZT1xY#xJY(Ocppb-^j%SsiN*t+^IlYsLF)$5j@_E9|J~9snrpT&9j7VqezB6*8 zYe0@qIp)gXu&w6>Vw8=Jiyfs3FLE#8oyU+6cQ5nFhn(U@Wy_0zt`Nn`x3DiJ9wph^ ztY%vh<qnJ8$2GY*_eV6^bJlTEo{#g5Rf=<B$lS#+JA7E{^!IS9mI5;d@I}NBXIeI- z&NPL1U8U-F*|bZi8+VzTid&t$(<}@>qvxTH7Li#v?cihmL58C?a3T|Uz~GmsU<|H= znx0QRYa0^MQuez?YL>1-SZHiYTh=*V=DK#O8L<2Nb10v;Z#=U12W-fPSB?G-J`iot XKm|J<I}0@Bfk1|OX1A+!oS*&|%KaQs literal 0 HcmV?d00001 diff --git a/content/GA_1_6/figures/step10000.png b/content/GA_1_6/figures/step10000.png new file mode 100644 index 0000000000000000000000000000000000000000..ceb51c5704eb2f7dfa9192a57bc3c985e26e2eec GIT binary patch literal 21817 zcmeFZWmK2%wl(|%0|X?LP5}j_8zhwwMI;pI20^+*8fhsNl?DX`rKP)5T2krm?ta(p z{_nld-us*n?-|dRXN<=IGKjmb`&u>EoGVB{PWmzyITi|qy8Ph2<YN>Hog0NhYrwn+ zKf$nZ)_^a!?WI)hpI8~$JL%azLp{>7w>G!3H#gD0=J?Fk&cw=+o9#9m7t6Kh_V(6x zg6!-T|M&woD_diBTDfz-;3Su<@2lCNP<VRCC)!uBR1*|RDdmCWT_xwZm5~>kN;{`w z>jNBZI5<aq+}DD?E@wq!tD`d&KZ|i>{g$=co-1NCmTNXkWMwqEnwdDZXf(2zHp0^` zQ&uEZbD`H-=glKRB_)4%487N#Yj}p1^t$6-b#Df?Hlmu6Z*NVs9hHl;wC1^m$zsyp zk(89YuBiNh%_}f4u$dBv8~NVkfAOVPk1IMuE4#j4@?oSYr`XB%)yc_87Oi_l*2nuc zaMJ3QmP=gGIO)on;`;jf!S2`D*l@X`mkS3}o;>j>E-rRl%T~$KysN26DHkWuJ<0vh z!sqtSpFi<QNCLLzIyEx<A4an2)x5j_x9OFa$8E?()}N&{G`mkF<akY3n9{U>e06m- zO2~-~3kyp<gqsvcwa}c*WpDNJdl|p+ab36d8jQ>=ZXqEGZlgBj1j{Qc1XNU^22EiF zf{s&-p`^mj9OmZc<1;gU7qE#xrll=@D2x{jy0-Z7<Y+IpoIyT;#oWR|gN2=)y~zF> z@z$_i=cUuNKEw6#8oF!O?i_FT$m^e-p3t$g%fE|^EE<&lz@}yTCV_~U7z?Gp@bk+G zx##}69@?D@wY-!D<C2mR<gep3bV-KFU*w^#Ij)Ubd?$zhS%*hP8umA)8kT?M4J~Km zi(hA8z%ny4<FxqALqJ2rUU|IvusdCay}QcO(`IM!X~g%f+4ieU?`6ujI)wE1R!1ho zJ&%)Lw-`=l7L9U|sVFF1D=#mXR8@`I-yO1Q2p2oOxmq$uJuyChjf;y*w$bBYCKBB% zir*?>u)r*Ge}5|6FCro$Ff44fH$kCk-AaRNDDJkMZ+v|Gm)7~meSLjY<YQ0uQj#6) z{bFKba6^j<3yC|0x7w`2%C6Ri5IO{K*sc8Lo$@?W_6)d8!5}Un;a8)}!FDtgsdFB+ z(Jf6w78x(<uHJ0O^<BRKD<aWzvxU(wGc)rh8yg>+>rS7FpZF*Ixz0p>HfDBq5_qTj z{TXVF&n{oST-($0q`tmBD#PyNa0lIMe<3wduyCT+gw&|nJku|_v{Z0oHrDFZ$B)-O zDKYt#m6gG6$hvv+CI{Kv+#F+yY&6~JR^nM;jSmJk1qB5GB_#{;JtnQMYMxOjCN3_q zX@NQp1)nUXs9SO0nyC9>KB<snhC+H@?Z}9h@ZPW;tH%aEAK$C0vy(Obu8((X8yoKl z2nhv8a~r?1o9l=U2@VXz*VEIZyLIb<Z$JRHhK9yQmjvD=THnE9n`Br~V!`+h)g`m+ z3Wl__G+9&huF3Zi5%jjUw!e>q4;yv9wpR^@Q;RSeb;R9@i;wq{OI_+J%ujhy(G*5? z6;F8G%i7u+KP)V4@{KgL$yVpwkX03t4+b7F^6qzkn~7u6K7RbT{$y{A9XVR&%N3uC zm#>%&WbvLZ$MBk|ulV3UI=fP}LGoNf&j>cW{&e#j@l0iGAt51xt5@m6sDyT7hty!Z zB)pg<Be-&fZh3hb9wQ*|)vGJ6yUUzmCZ}7)8@$FHamoX~H1|TYXT^&83u}hmH3L(0 z)}N%x5wWqciGO(<1PdJeD3<TU2+tRPGC5rI$~g>NLPtl(+R;(%^A|1zNd*&=Rh1R2 z9PFG%zkYqKF^r0tl9JLF_5dlb>AS)21_3Qj_J)avto+#Ak!)I5Q1$SnBa?a6)psJ2 z>02Y&Nl=p7+6gVi)6<4vPdZhj#qghpey#5%*8YRuC-RqI<qfQV7g;5uu2mi`GDq0# z?Cc;{7e1Jdp!%)6C|qvjFQ{c;K%ep`*8e@T3LPIGvDoQ8y>gajkgxA~$$R&b3Jd!U zk6R)bzd!G$LsoZxwQOyCdfJza+ejCzd4D;tGY9rBT$p-hW~O+p@<{!-yhgWrx+Q|s za#+B8q?D*r>`YknVEU@?c9#Uh)NE&BI5-yF<Nb}nQU_+y!+HA8DJlBBUlp4>JNe0C zBO?Q(Y1|3FfB%kb>~%OlIx06em*d5zq1)-f++d*v1u=`NS9aAYIjl9j)3-Msu8;fR zp`&)!#;n|4xVVfy7Bg;(^7c46)B~4*Sh7$#tHq0PZ;Y;N9Wl49cK*QN;JW@y4Nkq< z^Q1TzBWz$})um@wz9P|aBN!^QsB4SneiI!Xq?mk<mY0`kt?Ep)@@Q4a*WX`%b-2WN zF5U@+dXgerb9!=whQbrw|M(q`3Nhlg1QCi)pFZs$E@f|Id!AswfB(LCZ`Ae8hYyZD ziLAG7p`lo`N(qq#22=I{!vfFq)7d>FHI=c@V(22uc`}GGgqKY%_j8}asKbC3*yCl? zcqsoUM_3}i)#xKLPGg#}3RnJn;nbnIxm<3?8%_JCM{AtU>$=F=@>gV?e_mQR^~*R> zN>cKCq4}?unHoitc%J*`($dq>cuvSNRllR7*7vH;Mv6t?0nkux;Pe86g1nQH>0vzr zkVVbP%8KI9Lw8&q{xx~@yG(v0ttVCf9O@!2<=|wV_c;u5F)Qk&i3zlLxdHv*?185m z8o^-n1tlH7f2$iB8;@-t5n)|;>ErXLGSQOzVd|~7l@#G^Zs5<rQ-R}s)W~}lyfhH- z^5pm!+3Lmi3vX?H1zlx4kD6FmFtN3Nw$z^qe+oBgu{naOKRX#ai*_5(u&TI$3Uoi( zy+j+6wS{(V)O}AY!Um#8ZGXQqi)L|GF$*1?I0|3LX|;U85xf(YPtCQrZ{MCr*=$Zf zm@>AAH!6Kk&+U2GlPKHhV5p(qQ$8woJb}m18jJVd6IP+|nTLmmI9p_JTbpdecRaD< z9EER6lamd>46TfhVy^d^7TjcJ=Khs6m*CoAsOcKkrdjT+s0t5HqU~HWZOqKf41S9H z_VE}s;-Pgp0&S)mgD|L_tBcFI<+%$S3>)Lzg#`puamcvpr}JOoiw`@Exq~O~nI>!x zP4GN@F|oYt*0W-=#Ph_#p}^X~fe6{%Y90_nIG=Z2<8<3!CmtF}a9=DM&Zuf%GFvJA zoSNVwbMw8-)Y1I>a{@xb-bE+)ZUeD<THj)~1KU_>S3dK>Yp6i*54823XWAtj&%^P> zA#?;*S64e)&^w4yM}LyrtHTqk{`HFtt|uiS;j_UD+iBjul-Ma0hgz7l!exi667SL_ zG!%FPaFa!<9uu{G#A64|^x;wE;h~`yy0)`_&&EI=LhZh-7!hMHNOkctd2bQ}2?<FE zl~7^B9_$Kwa4drHxV9yfSbpdP1OzCr?d|Q|{M0(|@g|#<$wNOsP`L7$^|Qc=Qn>b; zk5_wR;^6S86`BpOg;4P0ii(Odw9a+J2P2`D#@nQQcV(!%tIKQb>~xP|$i%?F2ht%& zi@7Em&ycd!QfxjxzMR5BfALS%9q~eC%bjVgMWx}1BCf<_WMqwE={kFQo6{}Lt*sJ9 zMn<t?LT>xk@7}-H+g<*J*ps4?QtxUE1b@ZHk6+%ln~id_0vE|37Z+F;fJYI&&SSPF z`Yfw(m9)&}pna8P>DBkgWf3cK`W6f5^Bob1iQ!<IH{btI7OUD|S5i??iP&ow8|dFm zSILfHfh@s4Ha4~;cUGdcp`oEM#uvZKv>>y;H&vb{VlOlP3Pi-(ioH=JGPCGZQhIxP zL*Q+0Z*K@8<5rJ5U1Z_!|JiL}(i$2t7JD=}oL5*$^L)|FthJ)NJR~tT{lNZLj$WPm z$?%WG*)w9-wTiv<s<Wdi=fj0mBq@LhP6aRF;RlwI6}?&Iy^UGw^35O2&NJ^-)V227 z(SI0(i}?HdUvz`NkGgHgKu$ryX+Fq-+(~zLH-BcyL0PPPbYaTp&*veKHSVp9q*^}R zI-ASP%>Mkj{&S+GrDf)*sE(Fa=;5Kulqzh2X2V>*flJ4GoeKkFo>OO@{2pQ>+Bn?3 z3y|JT%+4B>6Hna3#l?+3bO*aZa-T~)E)~?(o@bjjPEG-`40WRwuAd%%Q_q-ce3p5F z4PjiX*mef%%GIl((gvuH85tQP1-}OeQK-emMcEHy%j`!KW()I$`BK>fv6QUOGs838 z#kzV2AoU||&DJc@&*;`{U)qPI7@wOPm`FU^Y-J}PBMa(FSBYiG&dA^?D;)Y#f)Py2 zT8k_=)m1`5`yL13)BP!D@V1KZU?Q%&NZ>;vo%L*6bnI@yL7CY8__+|u+qr$5{HNkp zYoZS6hkI*ysQV8d)Ic13B>M2d15OWI)VYf|)s3MPp9Yp5i7U&<ylN?hOu8Fl($pr! zfC=Qb#~8I<Xy-y&B_t$5r^w04U%z?d{VUJdsnO^st8UaMIdB<!dXTadJFbx53n8`9 zs6<jg=ZyxE&^3PZLDa_u4iCFW%qm&+Gp&)FX8jo&hheiii~Rn6@}dWy8wO`N3knKy z3JQ4H222ZbzJIUz_9Rud(evzNZzU_4yYRyE#a~^YBtqA!P7lp^cz8%%9l7CZbstzY ztY>}@O?8u^_9uhcKPsmW9nTC9TxF2;f^&g|4NNL&xWbzz_Eb)li?4;a_((4N<ghbM zL{M;)^6uTcn3$N=kVJ%%ERHfko+TT@a|u$BC{cI8$4{P2z?+!e4WSkx@95~b|L|em zR;Sol)*6R#qG`Bxg^S+)`ouoGri~xW*>~6?&!KQB1-!sZv#91&3poDHH*uZ{<<GGk z5k%6H#u?ZlkVdnDxjxt2tv-jR+n4qf?1y)i0>Uwpy;#HJ*8MJBP?-rNpdVjY2r4ie zh#A&hZ|5I_YA3C|`hixsp1<G-xW$m2r2zx*6wV7@B00cG+$6-(EVaK>=CszBZ_=|4 zXSe^ocMH<aqt&vnV7Op<ujArEVDSxpetu94u>!?&(r^qed19l9rs)m6G>1_e>EN$l zwCwD7N4qO^@V3|6xI2fpUGIgGUjTCvKH2V3Ew#Tzh;^YqTPHk%QNECL=$O5@>Uf4d zipS*2wC!z(#F&s>B1zKO@tjz9k(CY(IS*z4E)|!5_U?R$1)3M^P2B$een_?NnVK?v zU{QN{*XLpZ^EFl^{WxAfmz0#Wo+@^731Yo!m4}GO@rE=~HCfx*n(po9e{otH-G_=G zq#>Au9ty>)jB>ug!PuKyTQ>7uv~c%&zjB{hoF2RHjRf$Ixm|^V6v;QZxVbmx#Lmc0 zPfwpef6ftRXKn43m`GE3cIt|_aJZJWlaut?XoZHB)mWvwo|#!NEHC}_>*sfOch@&J zxh^@xFGR?T)_i^t!2y|BTf7hnL?7`74=(-e>9JWJ<TM{GFKJJ7he8QCxI0<8uBYcJ zcnhnl6TUcD_tdqRaE0S3nlmpSpL0kJyS9eM&(DvPyiwf7xH2*_NTMj7-2E{p2cJ<s zK@y6T;AHLD<tJlqTbEI!Ym|bv)0j{YqeUew9=7V7zJ$nnyy{d{m)9v8{PHFG@kY3( z<k{)T2IQ0!O@4lU6G4m#)jz*Hq>XGv{A7Jo6I^{C;{&^nrLD~Tdll`Ps?!~I*=Vi{ zo={_fAIq_wk<qMh=`&=oD$xvc8hwEgF0xCC<iud-^vulI*d%O{_V)P??j#Mh{ZzRY zv0cE|8B(K*?|C#d7P9qmaA+tPs(4P%Q@1zo-#?=q5XNW<?fOB*(e8wPvXkv;u`vP` zc;(HTH%MYsTw40dIN?R3;cBE2vR4{l$0HRixBw!^rHGIUt^sysh(XL;w8<k|+gwaM zJQ67XoSmHmUu?|=A*ev{QBqcxTw5%^Jp2?hTGlAe_+DU2OYv-bEMvZUW=>w-Rix;F zQq^k9GNrb*R@uy?voL>lU~51&Uhpa0F*XJU2B+(;`J2Q<E3U#!F&f&K+309Nhcwu5 zS7g3ChVA>cy)55y#xli7qsWp-QBkqByIb+A5)-%vMrwF}#CGw+U*Rs0V3nkjt&NnN z!;m5CL$avf5qG<`v$NB18A`YM*R&G8GG9s;gt^<1k_V}739+Qg=Aug!UH5EgeFa`@ zevaZb`_T2ANBollX1p9DQg?}hgOBYm0VhI0M05k5N`dKpZENepwiw=rae@v%42RR6 zru$Y^RlRPVVcnhi{P{ZPvmb;Li;GNzSbp<;>5)-f&t44zfMFvmz5A{3<NE{47#;ps z;o&6o(qV*<jnww_Jv~0%tFqd0U0hmffGy*fot+I=q2u6CC_g(r%Jevc9ni47(Bqe! zoD4Bvf4JCYa=tq`Gi)SB&xcgN`Xl_ccxq1&6e)^I%F2aiLf_1qp|aeSVod7bbz0S& zqSZD{EG`yc(I~`$y%}$7flaV?E0<?9<`LjdZyPxz{(R|?{R3@{%r>_{J$V^ksI6H% zKDv#K4H)4|aGiAY^lxHfOiSp30t3GeEfDL?u20nMH;J8gPflp9m2csWx~_@1?N0;< zxb1U5x|fuke1ms^2+}$S*5H8Xv@|B+&1U+20D>kaC-pVie5+yca-28x+oCwn0f^L8 z>ae8n<Vnw`+qWTWo9{5%c(9e=x_TQilc}cgrp=kw&{jKJ+m8cFP>>sFrab<JPe9-e zS!`RPSXJK+U@y_KL}P=4fp6blDK075pw)#Zx<c!F=h?Fx5a>O&)Xa%5b5rnJ)_*r> zvWD<MoX9JtG1qA9`Mlt_a$?Nz@=DQI<wC|sWFe@ah*;m<ty~}t_KO}K)-2!t`7kg% zoL|%}o0p&Z5rO#dHfC#*RPZ{4Ad0cb$jG{Z0g~IdZ^xf{N%+)wjg&djGcjRd`6WFW z7`d9`IctE|UUwQDF2aL%G*I~Chs^%bQPGl9QA2GTI4ng41>H@BT!>M6oe3iQ>vecg zXI}cafEk*anrb5pkuo@$w+bFu-Q6@NJ)N17ib}`^JH}DGK>ad!vQ^(AuM=(>*XPu` zoo>sYUJO<h^6n*zL<XuZqmM(uL3`uI1xC3zj>^@_BTM8Z2-r-XKipn87cUn8_54(4 z@4x{4ty`Cp?}g?n{eq|OZC71x4)O8v*)Yj$2b^OZGBV9d-5T@^s1(uA(2%(OiijB^ zJ^=-VS<qW#M^NPMkI3@pSx<=f_V-UB#iohLEyzZ^_xJbZs&@V0oqkT&@QVfnG-3~s zPS{vbZ|B_?L9TbA=Jr#V4*uD3w82Y#^O^Ji(3jz)#(QYAzF%6e(a|k#kQ!MkK31kp z8XXE|oy)YI7QaPKL1qqj#!~b9=Y{)E#nnaGBDET3xR|edIFeH1GS&N<a(=JEr9UdZ zOKU85osO=Q3eM4;xQg9S;jXpOxo^;%@i-|b7k3FyyZ+FJWa7C&=*A~?S)3j{*^e0J zgtiYOA4*EvH|a-}NbzCaZVY&?kk}Kr!TClYM#J0Un@fG_qN38%@U<|lMyDn=iOhHO zT+QdM9=XynHJ`)f!+IDg2S-cmMJ=3{F=Gz7v|Sx_2e15grdXKv&4$7r7jyZ(DO)vG z51H<%R6>z=w#>s<$HRj31VixpYWw6&7JkBuxgM^U648=rNV>ZAYT`6Y)m8^nPA99n zuvhrlO+9?M)^z#D&FZWWbX9kZkaefJ`cpw!%$~b*h6aB-I!G@CyTy<TXWg+DWyM%7 zNK0yr&9q_nihAhr&i#tV-Y35r1{1YHzMRQ5;OiJ853cV?bv(Sxq9q9L(U7BU_}&Q* zuCrd;Ic-uBui>}kaL)!qCL&?lEDamM&jdWa<5-==dF#fXW7xIA;=8Mk0nq24=kB%O zY*P&kPbc46UGaIbw|n<)!_)fI8RXzyV-k7^ogf_d8_FxqFRRL^7&OK7xtoWAYW%@- zT*ToX@oMb87#_A=mrQ@6p!_79YT?45qk6cAnqTv+w8o|fbL%!gZ#xVA(iK<j;pMAy zDXWgL`vn`1v(28r!}JC<<zgsCfJ<^(7FtmBqZ%WpduW?Kvh^)CUt~NI#ZwWwkt7kr zut3q*d6~(q;~Dr*k*jsG{6^Wijqc|vtjF%KYw~K=u^R{HtmIQ)S~$4*EvqSozGTq; zI>|1RS;*ynU05SJbP?UuNg8GXf*s1^Ohy7^d-y%)WRnc`HwzVb_vB?_cIUGv3TgqK ziRCZh6TNTewiSc_0*9z1HX|?N0zF-l5Jg?cd9~I|j<iIfdpmYbxkq)@!bLb6-&~Ma z8+?QJ{{2>I*wY!AhL~$h{+ILwVLyMenbzckT{Wi{^+tf1nauyNME7eV_Nl-vQnEvt zspUHOf4QBhb~J;I<=~XZ|FD#labe5msYa<i9bJ-K4Tl}Zn-)XN4SUJJRQgkVs=&A; z(<x0pM%z}zp29S5Hf+-L5G*b{k85SPW6-Hl85DRwm(*xg_jJ|KSulw`A#5Jo{Q%x1 z?}b>O+c)mFrr%N5zA*Ywz(;h|F{(=^0QN7=pIf}niNh`8+tG5d3U4iREMV{60|ybu z&vOPxumOySXv@Bmr(f;VbD*2crKO`=03-3%TzMDeP=seRvf}e2{o-{aVtoy!Kfg86 zk6M_ZG$)J_Y{q_q!Q1{Uk3Ag|cJN?L37G$Vx_yeE5U^IT8-2HV&$--RAAZ{#D|tvQ z+5HN^?ygqL%(q_vH|4|GrjYI-68UJjmm{uN$$uqPqvIKU(OcT`a0-TPtC-e%t;qT2 z`3#~yjTt_>QKwbOR@_>&Q)0dw&stlVC#9OZ!?U{Sz^8p@cxa^K=a;Jlig?u=5>&RZ zf^+b`^F*G88<4byWEXjM+{x*vAvG5lrgCoOhZuUvpN#9Fm6K3g_<ZmIf%_XB8=?)9 zM@4RHoox5~E3d#?J09y`*)L7wq|I39_)06vmXoWWLra&`QNtk-e{bozPt(1_iSKVb zZl-^0>exm%f7oZx87;2K@~tM-)oy)Zl+sz?EB@8AhGJbOO|yLaJ_v#iP?6t=>yv2% zdx(~(P<%4x^|?(Pv0!5tG%V(&oYQfs3^8YdLfhNBnvZJg(X<0Gx4kmoBDSR1#L=b@ z`Gh%>)5MFB;qtnqy97PhEn>ctPj+r*Wi|Cjycl%h!sEkYmOSr*m_*}6vkAlW9Av4l zqv3GdYuw6=MSm#y5#xj0rCMp7vk<1#%0PMc>MuXl&E?yhc6;4aHCpgT2QFW&jj=rF zU;ki5M`!9IMN^*VvSW%vDS&hXtnKY3ot*_dP7jQy<^YlOlV#w35lVUc=S!j|#&0!R zx&{bTd2V64lH8kUB3Y{mHaMcazvShA&$~iR%GqGaB*fX3(I`u<G1WEK=6iAD&u8$; z_zk-0xkpDwRZDDd9PTV(pj3-2sSvCj(iD0Y7913Z&7>qWvKsffWo{V9R$K)K>ign0 zZCmRl_NMc+WjTw7isT}4(;p`0{T@?RD7-52kdY2dP2TAEdX3fUfPrptfrZ>CMK0cS z^Ax&NwTpe}HsjT322qONl)4t|Kimvw`5GP|k`R>N#Qnzo6MNOGeIAj*`2Hzfxl2E{ zm|iEScs~`&9iL076pal1P~>)%U`JtOHYOU$F97<6jQO6kbFs|}eSJC}^2^W-fgH`d zXw(IpJT#?!r?;=~Q&v{Teq~Y;I!c#=6g~tCW@mRCc3oUw?e2CyVr^P3bJg1&sZdaV z60Sw&cmF<n^=Mv0v4W<L=W<J<*sft+opz87EqT4~bB@|EA{n#b1gQ$vV!W7uzp|8U z3#x@6=&qLLd>DK8_U+5{b!(`8h@jvb%+Wgsy+j<;V7|#!D7hfh4~UDSWKqjK4?vKB z%l1trrl;vk!GP4~K5JEH8H2y?HFb!z#2(Rh81UNWB9nXH{92u<uFvdDgvo%J1k-_l zbe;)+lI7zh)fl9^04(?n4yr;AvaY*(BgKG~+6Xdln~g~+fchpN^KCFrboYl$9$@`K zQfND1h>3}r4;K?aU-Y?ydnQ%%#>U27Ma6C_zT{+_i|4Lfxq?qcb=mJ_5rLDE@oskI zCjtyR8T>@;E}qCoPb)UKzZ4MN+jEez4<w#?DKc*AG^gp*;NB&?oOm!Ov6bU#k^c3o zS6P{BS#3yzJU4&_Qx~cM&*8_V5e)%^?yQb6(e0;x2J`}skB?u!f8RHIh^&CL1(Yw5 zD>t=DRuevQAEqjx3?xK2`FgL0hN3swJq#tm*SVQhv)V?t+`;nlJq~IAP{G27H4fHt zt<{iZhhdC=CZms~5A`-U?C5EITi(3aVP<2yXKBeMEFxlM_w@P=Wo0g$9lHhvF%^~= z!jQIOnR*>OzHcf_)*Pwl;W5|eXnuB8Mbb0)E^>UT!bKx@9VL^JynYwbZ0H#XGCYbo zPeVfkRf#^}MfYW8>!F{a@bsx4R3mM1x34B7BnWt(3Tu0wI24zaO?hKb=NSIFP7BFl zjiB`TCCZJ-V$}49ULFw~?x*4Oa}TW#Z7(3XOW7sk@iohUC=OPAaR<`LsWzcx$a89w z^ccj%Xpq8rb8{1EMnPLbANn>3-eF<E3f;f;1`-{>265oR(6*}ulO2buxh3~Ot(#__ z^CY#WuuZtwtF*-&?h2E}33oLqBwJv7@N572EediBq9loeDEySVW>HI#$&Q<Jbl-BH zM;#n*bq*c3_4gAG6<Jk<_9@6uS!UNt)VXbRap)-Z@m}N1Lk&II`Yx1=x=`gpn&K16 z+jzl@gH|>m@EYFN_am#zECh<-jaBc1P=o0iHjq0E^LJr8TpoDsmPHDY{QBpa<gaPe z8uFSo{Z~~!<`&jgpi#qJH0<NEYOa1np8WGGJ^%TOOlG%}Uh)KD{nS0M_ckDT`28fG zdZ=f+ne|&k*tXm9{my`48GpSBE#%VkT|#qz9zZXOwlpZEdh!+g;=8j9CU}qU5Q0{| zxfsqf+gvL<kCFQ@XIbo#)4c{?zLCv#<9h@IBcecmSh*h2g1<NusK73LOe=^_5^RQ_ zm?G_FDvGPKzZS2!b|cO^JDr>pQsMb*BnrOXg6k!*)p1DJ2fK~*Mmbs0w3QX%A#2TC z0SmM<=vs(L^3ZhsS0$xeAv=bpqf7{1Hywj)aQDfuUh;SzQDC6p)jAwSM(ZLKy?zdw zHu71Y#nOw*x1R*==esS-c1qhgi11OhG(e)Iz&sO(vw27ME3V>Qa)EERrx*#|l#m() z3P#8OAdk4{tp5`wPnyL$sUUZ$FqJPp?5B!mgZwR*<9A5`1@Cbn*{6l;&MUAA$D6Z4 z8vEutR3i?we#2PFM<oXKVooe&VmP-VTL}_l!ol%&OsnXP{i0hI((n~?PkeQER4(vR z4=saIu!mbdI)P#t96Z7Rd-_~OJZIMsS+*>uxSS#{#K1uL)~4^lUj$x!qhw@%Kb1Yi z-Q6^T+x@qrpbk<Cgv@qUdb{B`u=3{D@>lT-7Xl&SkIZXmKJ7~;5~frlrAcb=<zTHn zD!u!x9Xl{6&?8jO|0_k8z@YA~wN4xLYA})p#ov-V-jQY|RPLWhmmt~b`xKm`qQ<Xv zhcZRN@HK{cv{_&vEKVr}28G{7H`dPOP=VK4Au9tknF^47(#XwB1Uz}6(EJQ@Z3@f6 z2S<WAt9B^V=^lY%XFZ2RZ|JSeOb&*wa|Y-l>$CZ%@Gv+VCI^EFY0{2*yt{@(=Uy9Z z>Fnvg4(HYvFDUnl3Us0LC!-6>$$hIAn2qhfUpih8R3o6F;Ae45Wxf5BTR`VVUCS_6 zTpMehPLXj^Q7n1)C-r(?n~VB%rCYF+50u10MP|b{0_2|xu2woxzRi_+{kq>CZR22) z+^v)!BXQLt#@pFE=OU+`;BZeTRiTXba|uZ&Vt=wEA+N@}euD&+fm9R0X-nMrjK`)I zC)=gj^|rbn<|wL8jH2+6dXG&KTSe&0mxqjWToiRU-BgX*&q7<y33DDC;?xHquKh!} zZ@!x*Te?*3&ROAGG^e8ya^q{ec6oV7;!@-b#)zBpT0>7s%qe7XF6_$_i8miq^l-Ql zw>j^22{)d-2FZ}W7D&Seg@?nLpQ#Tz47|?;FTn+XG=C0uM#vWQYWDAFGG*3;<-1+~ zJU4a6@e*vb3E5LMx8fs~{4gfT08;|0Gzn)K{+pSZELx%jim}KEZd#G>&W7za4R@d3 z%;wZ}GD5rZbMsA<n%D6wLAMv<bd|#EV?l@D$pW$ZtGoTTe&H+b)dB=${g|1<{XV-a z&CkC(pG)u>ZR#Z5`<1zT_Z%ebzY<SL<geS#MpOnhZ^EUTeSfHjeZ6)WypF1eds5}> zl6fvxS`L3YrfXhI!nVlA$Oz6sUuQw<BvHCtOnB+0J=u(l8Umc8x25{--#2r~uYH64 z<v!q@?^<V^*(Y#ZZVzc!b=(VvDpjHRMf_!g5o+)>y_QJfU@EI4%$vggm%o6TYB2U` zVC%C2)mS%bvxv^Rnnv<Bcgc}8A(%&F)X+ATkkks$^AEHPDyzWC^FPo9m(km=gA`>k z42!MJ(uz+-PVF|akWVO&NPjh5o|51prAhNE3jPgwc{i0m9NlJ={?5P+dGLbg=7a(^ zCxWq51KD}MoC-0II*4gk#Y~VoXnRMO`(xzQ>^xe!JlLU%skymtC)jjIh8<44qu^Nw zqZ7ixM^WC^dAVJV^?B~;_=%SBC%gQb;@2rXiWBZ5A9H8zk^{d^!J>YBcu+Q^H(KG& zu{J7tGc$|7!#Kh|1^@6>x~k_oT|Z4ZrqCBk1N7`p<Ex*&u@fnzBv-%+C5u9X<F9b9 zZZ?LLmD}`LUp~qU{!Y(IBlL6YjgDeKqWsdvmWjx;GS~3RoPPOAS&<NOq=i8gEnRSq z;<2e{?83<#XaEZRjFFRm2A=;<c#lb-Ao}>dX@9B69dFkWxy9!5bvOiSanOFdV`Yr9 z?bz7Lc^3jqP1tq{Js(Ei!`Dw0{4!oLWylF*IJpuvUf|a<<}OVXGJjv*;r}%iE|+B4 z)bup8N&0AN1KFQ{qNC7H?AK9>UP)<!=7Mj7A4%KlCFj(NoCxDnrQKD^xk!#dfxrR8 zP$o%^#6)DG_gvho&9A9Y80!j@fco)%kAbuc8e3!^dH6W0T9?Ln$_-EiQEl(9sk-od zEeh%y6A36M1Q{tly6|(834%LHsAtP&^YLvY1(&oWJ0(6FYhs2%PuI7K;$6R6IeK?I z#MHp+4;Uhlq+L&2&e=v2waJ{NuW}E~@$-xU`1^<^W(e4@-MlwGkxO3OEVN1zx(v%R zLXaQE7bP-Gk{584RCr2`RDK;u0JbXam~DC|d>r)_gPF{_D3Q4_z!bl`vmHtbMMk*Q zB%!d($Chp{oeYwzzrmWX!4WG*T?bbv1$AB$p?LUg<8psU%0@9l#a<mFf5h+>@ua26 zYHBSUgH2>U?r|GGe6Jxc1FAcS_f6i*`h=PnM9*f>k<Yk3EXfNdfF1;MdaqjNO!QO+ zefENfbRk4MM#y65?PQna&$+}j=5lwwW%6Iid!?XkQ2k*l^83vGvzyagA?sEyzxRsq zS=}@b@~x6qkp*&L!Jsh1al9HO`~qdDY)e_D>L0&waQ}WMIRAo{o=P7FTvC#s_Ps{< z#<UEJ%CNr!QL2Df4381jooIc3Zi|_VogR{!45)$BUp1`zo~JP_HAzy92->Ow^MT5( zH#gL_Ws0B?YXIGUsOEfulu}z)w*lQi3NaG#YrvD#*4BpBg_NP;b;#~nRXGWE2;GI3 zH>RUR2YJLOrN>CapW<C^eCM5Dt)NC>OzW|zBh5M8dCA$Wofcdode*x>^-}XB>XxLl zIDmW`f4pZ#y055e0His9R!Ax4K?yA(gy6Fd7`NWa?*d>U)B_%kFeIVnC;$YGTzk63 zyHF}44zwrW*ok<O3Y=8*oABYc>X3uiueOP!?tD$9Z`7*lFw$jbObDYZz5L%*c?g{d zdXuW<&YVVVQD`4;Ek7?%Hy_MF1Da=%WQ$~P-H8kFBobA?*pO?y*Y<*R4`PgWemRy~ z&JxS;%2QH`Wp5i=btC{fGQp)5u|{UkGXACh698h}Ur;(_@;{(-*ipFx5QFYyo<lFd zb>_>Zkx5%Z!UrTD_XVE>f|a_tPhY7NwY?-$LUeD}qEyHfg6$|<xzMYxd8)!~pFe*_ z_@>Z|@vEp1LC8j3T?*G38PB1hebVBbsT>Tgto)Knpd&(|Nj9dUq=Z629ffmIBDH_C zys|^vO1|a~P%dx0*Ln9=T`!utEY(LTKo1aXDXUE!@JdNb6V~0hTlERte)~Op-!Omv zHZXsUk@QlSqig7rZBRnkq$ptF|Fz0g($NVICSgy4<bTZLh*k7xnfv;U8=v6YWa;om z;J87@*M#zHIzpa~pPvMZ1~UhDK&XKvs}?*%!DsHJ-tKvcpnHY!{A(TT&mVrgRyXxq zmbo)tHPJAteyvyPTAS3hLAC08mNoi8r9m+<<n@h>N#*5~fI#q5nL&M(yfM|33=K}_ zm4bmT=*?0JIpRq8<8XS2!VUwPq`^q3L*}WQnY59co121?(spe7{7q;iAbdM%X^Btc zvY)6L{;W&*mqQh0gFBCv2^@_H^*evjDQR19c%-~;<tQ&=ZoKGvjj5SRbmZ8caPRJa z)R!aoF}-2sq4^+@+CxiATSJOezi-~X^F=zz7N_MhUtY?5G5xOjNx}YC*w6P%tCt4F zw!R0<mW-TiSw9}HDRbW#AF1TfG^?N3x`AxHc(Myfk;FdtYNNG8zx;q6A3_Fr34ppe z>Ic3I{rz2h0Wda6Z+2%urwJOl<5N>U&;&v1>Y$(?guDktA%wq2#H@Vn+BFpP7*xOO zU+6XE)i*F;RpTR2OjT?KoHHA6PKPFnJwI~Br6Dk`y19pl89>Z&i?hdN8%U($<&*T` z^rp6+&PxVgBhWTIH#haYiCRKin;Lq-9M<D^%!dju18W84<%dlIJVxS9(IXa_hYvaR z>oK8GYZnGS)nI2MhhJ_`MH^XWTE~<*dd@ujFT5AsoQ}CFg*?b0CBoTrYCs<If?3z! zkUX^zsk*kgL{E>N&SzX?K<)-=wv#Isv>oon^<oW+HDmALZHm_w+(Q5#ST!Uou=DG? zFRBtUZP(zu6~ME-kyAIgByHip<LD=D*?nm=$THp1sU3%apumu|s5Vg4lC-<&a<)8f z%|Vi>LC$T!hylJgB$*x0bH5F)%>Y^s0HNWNO{4K2eHb9PGV%cNxYxfHl~E-WH_^xs zPldlqzqs7W1OW*h(9w^@rPN|6(-RPtnhlZA8G_xfYo0?)n}GYerF2fJUa|=B^7khx zEeNB8tFK02I46Bq9H0Ke^;gf}v-Y>@zd(G?V6k)Zj1-bk+p?+pD7ug6rB8q6yY7xq z<(=>moO!=g7c%}+eg@1JGX;b3ih)|N2u_9gFJ@G}PmD{M3pf)nL6c)~$^Sd8I)LOK zBl9x9v@(|7_;U&lc}9);uyv_rOdSMVKV8;e?s)Fv(L0lSCc5Ez$qO0?jTiYvgwljM zO(g8;!H*?T*WRO*R(gFAia?e!opD(YB1fZX1Hkg3d-7MfaeFt&llsUI{-%ap^1O5P zgZA4NUyt-5Z&>t(9r@B87xO2t$VORyDfI(m$c=8mqUASwu{N<Av~IM%)@Xq^jty(h z!6xZbNxfSh7*$FHm!^9O=~z#|cI`H8MTp(+<sU57S=;D_L`oBY(BaO$8(&G}9$!l1 zO9(4%O|?sWA#Kl$ys75;?74h3o?GXkoX%mUrzzvYwi(ytWc$#o`&a9s;Bi=`qw?3E znzj2J^3SO(An)I~gRGDJlS)g|Hma5IlH?ObtpP80$aC4~I&R+4dq(wmG4u7NJ2|mu zB9s<QOA$LJkS|1&5cF68GAt>%Vw9TO=*vOH;JXkrn_r^(((`y7o2~A`tw`qAE?*XQ zYO?aI3!c!?b@`AGJc&ed#v~2>XE!9yw8Nt2>4AWI|J?vD9T-R%H&)J^EG-0#M{IP| zi%T!RE)D!XZ~B6O(}5aUltseTT_$0HUJ5+i9sdb+`mi|mhSj!|=)g{5rHQ}toGSCy zJM6|9k{9?z#F)zQjOiG*kdB~Y>XYV71nHe{kEITY)_81y!`CwR%BCcPSckeekR9*X zlwoo_<%LDLR__P4#Op}%9#|R&&7;5f4lGW1uO~9sLZfTB<7V~y&Gg3TzzugM^n%?- zsmU*SNEheO%}U;XX-%~ZLyom%*7!m>C7w@8lH`Yv9)0k>QP*x;{MMfm%!5eu!4Lmr z0CLU)c<>4k@7RhTKWCosBbm4)F+Ct78FrF69R!{Cb|usv^~l!4%Djdw9z4jgH4~m# z+z%hwi#VH(d~$;%vop=XftOH_I1)I}L+dH!@~WSSkL!eba&^$~<EbZAJ)2C{bVWGO zUs>0#C3{Y(^r$litA89)+QIaF=FHT|L}57eq3xeej{es~X6<PF^Uz?KlB%zYV->&q zjOy>GNb@u30h;3QyAQ88_oiR~_CrVapzHRpzhecZ{$>JET0iYG9~q&s5e|$4(6B#a z&iUai3Rg#kH|b>z!!iZbNqktNhwhBXKA>w+RBPq@Tk(${z+p(DtmkAzdxaa@nxpJI zfH^sqXBRStJkbE*4_RFbYu1HYQP_EDk17yZ;_KOfVIMjVP6fHfB+%@%{z^(2s^G@@ zm|grTejxG2g^vsUYfGugknP^7(Wtrs<g38I)tin?X7#=c_*YYW@X?V@RfqXZ|C-1z zaDP*ycbp)@#V43X3q1$)c&R^j(e(DOW|eVI=GYAH#pM=LLH!8llLJMuFY_BuUQwes zpms~jN(>{PZ%_4jcma76JEU@^7gBIHYkTi%7x&+^UVI$Ap&t7r@&^=23p=MBEXBWX z5s=M$-xu8}8~S4r)DJ9g)Zy!p;A}Y5w03*n%*c??htiuHJ5>JUbanq35;-yqs};mZ zBrozl8YIcE8_ygY!9*@bfWpHd@^C7`Lq2f^$ZfX8zroeG51tCRRT2htMot1U1mz+W zLy+R|kd8o37njqSH0TcfIEtIo%1H4Fpp{<tXMD*1?@sQNC41afIq%-^)Xm{0i4N5d zzsHt-P*ew&i)LSDTrN97d`+N-Pf;-WUoBE=C>a6H%@ImA;hTiMA-H9vz>St2Bq7VV zD*(r^{y9dl8ayiWW1x4LV{dxX_Ep+YT#o!R3qSDpS!1+cyu+CpmzS`Rg_kV4&k#`% zmBW6Z$?0fJe2p_1rSc=2@6l+a8s;@3cai0gtGgp3Ll@$*vj5ieceo<-o)^I-aQnnD zz2WH_g9F1M<148(jbm=BF+Q@@O?_veq{Cm_-@@_vn8|JA#nN6T;;QKu(E(n&D~NG^ zfpXnmQb$RXS64^*jZJN3?GM50pGi=!4SL3Quc^-I3R5{mW^-p8MEN=X*}tWi|0S|r zW6eev>e(K2xrt4ZX4u@NLI+LezM#2rU4u|gG-|*U#|?;odm|fho-Z%=?I%xm#`7k< z^I8$!>&+X3iBJ6Nmq@Ne_LHs~$WVL8ww$v*;lv(Tdre;7#FCHHuabs(Z2vIvkz-Em zvW{A*%sZ00J#l;n=)&XrsrmK?#7)Rw_J-!~M)`f__8W{>^Aa(}QdBpn1^_r`r=Cc) z#j8fN1CZWpT=#uA*rio>s+0NttocY(fDaaU*G3<Sif-#nf+n^PWNWW~bg4`ZHgF-; znbXyd>Je?f=8q|67OR)ny&^0+izSd44?WO~Y%xK-;wonCSkjR4P4y`UzN6e%3QA7{ ztirTw`K8(K!VXu^f&J@xjZ47?zf)*$BI?gougokM2LGya=X5P*U!)+nnRa{7qZr#J z9>@B%_S4o40sG4HYvyJy0!CYkv4G}I=-SOu7X0x(rRM;<`g`|!^41;82bZsO64Jq5 z0q6b+96@M+-S-V^HUy#RA0kq$fp_rp+8qP-g})xy=^Bj+FEzzNKvR|&<(7gRT(`bW ze46m7fu|!U(rs*zC!3!!cRl$UdNKL1v_|emrn7GM!Ud=SEI`YI0~BLmd?AEWpea6T zM7V`q(QVVbw$t~qp8_H3x(L#ihwkJ;FUPXSjVnRfl601)H(~#O%rC5+$yG<XpYk3y z=Os?#yqZMC0z3C+#x?bbeDOc9o$;&jxZJpLW1?g(p$;gZT|i7nsFMr~7fnn|fFH*l z7As&w2bvE9w``@&1Q#%8jlQ7~T)UAIPN#e^)1_=ZPe%gqA>WykQIRrc-~T{suhwVr zyt31O3+U+p_BVKQ`U6|lg<$_^i=o2kavhL{Kua%-TI3a{K_h8ox)Kv`_J_2n2?)BW zI+brV4eGK&y7GP5!yCyx%RK}ab>;pf7$c|Hszqn$O8v?RRiJq(V)vlr*U2u)@WqkE z&#Et8+(uOc!OHNz>lrp)xp4*B0^cEFIy71CmNy7T*cuL6=R9s}7?!`@mpSNLDtbvm z2XNW^lqJ&lkR=-rf|l3mE{Xjc%d1Ad_|71;u;~=p`{;Rg+Bg%z@ThjpV^3)R;DDBq z5d&!HH6VMk*`5dPUmEe!xAb%gEv@(scPXh0fcS90hrMZg`_j_#&Mx8K`)UZ`s%PXV zH6J|*eFUFq{vziMOtlM7?+ZWi6;YECaQTGuORBG#E$yB}9WTz}OxL%ukv9p=lKdsP zbIAJw9UvkrsTmq7Yqxpv;>G&bRvmD(VNpYf6Pp?u5Uwlh2P-JcO$$n&m@$A8`esVu z)n-ffv(>P8Nb6elH@hjxM~^N;{i3L?jVmqP6dSezoH;)d?P}1}d^hf-hAQlAcHhej z1tdzm?229W;7)ZRt|=&ufQUP0eovYV=i>G2*RKf*l4CW*b02iA)c(aFGZx*24x-Kw z6BE<;>gs3~he3CbtT<-*dM)-~?lWv)!4DA`z6uV06B~;yFW;#wrt(cGGr{BWO+u~0 zWc!&?SM<M#Vt;Boy)*U2`(iADoo#lVA_44G$5)Vo7r3(9E+X(@YG#IpdiwM!q6WzE zJoAVX^Q4BNElSXV3CQ{zz;;H!4_E*O78gUKoy9(sS9A0Ih#BCS*9@1~0SERCw0PMo z_tBp{d$zv4EvckL$Y=5UJVroAMHd93z|Sp{snM2=f3?sa^&tc>LbYw4s}LLi^liX9 z{rv3^vj7^&)%90nK<p;wK7cJp;85u37yUF{nO0c1d<4&VxX6kI(aa#pCf%a#N+rs< z^#kjQ2lbUT9{5Sp&=;+NHt5S=l#`QN(O!VgDte}}YpWETiJ(BGEUXO#Ua1nyp`oD_ zU-XeX6HFU%;(q_(!=w+MD2J%u;lPj9)}iAN_{~@50--j9>^PWbET4|&3SdetND?+` zFlg*e5k0SD)t3>yS)`xbBQG{GI|t}Z6R@ItZvFjgb!{bfbNKl9U9)pg?Fs-<GnEkd z(vrQ}E4bW%#e&+`WNQmZ`_(^QUB!a6=w9ht-R3lG#s~3SL3?KrKr6Ho{`U6}7N_J& z|0=L0;n{_c*Xs}vi@Q_!T!|(w3ef~0V!Gq1v%NF$LjG*b?~wcFg{yEIchuMVVQ&C= zUw>n=VZJ974{R8S`vE}KEI(XKcLs`dS*|j&cErD_j8NkU8v!WpIUXl2aUh!!#{@OR zMbPAtin=+g^xa2pKLyv13<ci{_+TS%h=Qv0q*<5aV@gU&x+%nJy2TvFfM^<zeKasH zDTFi)+<V7oe}4#$t;O_g{q`7M0sDD;Vs`Bi&~IdAfO0hOs}|e=2v78$J-Yz1Djq(* zB)Bm15}cCGG}2KAbv#gYN@O?N=B>%rL}68qhJg|AUyfX@I`fc?6CeP6K~7Q8+K(7G zW#I2ji6SHB_aK-0k(Gup6u;K}c4%({`GcT+s4Q^gL2O}J0-avEq+L^$C^9ZXOt7k< zik}E!q1<`nL-3!gXFJ9lT@lx9d3ys0x-04??(RSy`D;_v0=w1Vb#(Nv)%X4Z0d@WT zyZ<-{;X>B4u^}3z`F{KPUkCwLas<JU2?!pL|H~Kkvbwgj<Ib~>AbDgq`^PdmEcJgX zEG+!zPsnH`Rr>G3Y3v^g+P8<uGAyMDA`fc$ARr-zij;Ie)*D1R^%*ab9||T(=ox_@ z1G@EMn);ugWJu`EP6W{S-%DQj`%gv&+SXnE7*v=uKVp&(;AUhE3=C2e^<9ouiV%W3 z0HAl0yLEw5+T7O0Lq_j=2XyK{xzz<eKKKF<aypt)!ChU~B6g3v`}pw{gx5<cV2!$T z=@N(n?#RmGfD|#*VD!ZtRXIo_5eBRc$ie6B1p)lB<I{&_M(?V@_7VbQZb)`C8*G?7 z^rCb)bpx#KwSQp}-+_8dJ(Cz*SoQJ27ONs3vJ2^fk-*Qy&W?cs?mIf_zk@!fmFr}+ zw5VXeg{(0%F`-Zweb6rYe0s8Ep{-+_U6iVO*49M*Zwwau2xeD5{3t#PasZINJFRJ> z?%3LLAv#Qu;nuabwhHWiOHBY1Bgui?PP`QKZ?u&G3lws9pkDhIyl}`OtWEgrcuT-x zkq{JZ1Cx0aR@fxs`7hG<|G_v0+_bu>34@c9v+7q!7#Atd{rmUt*xT~}EhIIojPc*^ zw%u6ycd~|WG{_RsKpa<v#2;r@SBl6bdqI?!c6I<lG=6dSE?U02Mf%d?Z%QC@Wc|QQ z_=;^vvD9`%1nuZ=G3PJV3ai6s8sduB2bkV~cu|A=h{|#0_XST+&xp>Glao(93$I_l z*40!7&=r_8A>_P^jtCD{a^$sCcpD-WM`%8X0tDGO*#qZL0L{T(!3N+N(EvBRA_9i- zojZ3>${DI?1?r(d*m?K?sIZbFz5ucT9SRKvQU-?B0np2W7ez-AvuOr`&{X(nIqxPb zE23w>r=h_E4=|+3imb3Sy#JMwH!{%Afqnr1yIMLBWe6UGNo7YP*2G2fFXr~I#`pie zdk_Q5o*?4N;jpOW{Nlx3h6p`SSTH1Z{+E2YmGI9Sek)Zc>)^l(T2Eg@E!)lsG9g5c zzOjSE!A2~EDqfaXI2|buVlPPaN*74q%Up<;bBbj`eCfCE&!bGjfg}E$ha6CGda!$| ziXCDe@<*{#ON)yNDk{cqI*N*DC=OB__=s26*g6z+tq{5Julv(t>At+7IA*tBL4GWB zD?zEo;eKd8l?%H2n$b~e(DXL9wA6q^97)Qd0|2`Gg3^S)i6k-_HZN1~-N{sTdU^m` zt~bck)D)kBB6xGtRseKs_U1*n-29LT_<)Lu&vG~rB=7lxDFyW0phmsP#B|thWdE*4 z_l~$YIw&AMDclrv_z&~>C+SPJNUVL^4ERWpU`i+}E5{oAJG<-OnEf9Ff8sr8=YFE8 z83L*VXBQXsQbJg_Kgm~0S{jydX990!Cp;Wzr^go;u|Q~A59umM5+U`fKiHbv02z86 z=sl5%2^Z2KaZOsS2VlPW4LwkzxGE9RGa3rQXbqUz|B$$0U_5+}1gjB%yk(*5X6bmc z0e;HLfERvvUFvPA5fqex^Y{K#hySZ-Dad*LH&a&ruR0EV5)6*0>HYR(VrJ$7_&$*3 z$GEZmXYf={QAJ+y2WS^Um_&5nNamU8aoQoYHV&%bx&RsvM1+j=bf8!OL1R(LW8{de z4Az4`)fBW`)K6qFy&+fDgG>*C=0%h)beuqBjJRSDnt2L6ya9W`@(1h%qkqQ7f2wSz z`TqO(XlDLD#m5Ilm$^ZPhx*uO`sjmMfx2d~^{4hkSI8N@oBzrsZiPzclXALHQS%az zC`%3h!-!e?dVBL-&EYKVhFsAtuC$WD&#DTMffL7@t&Mv`L`3UA#f01ek;4@5{g-B$ zg8kxu)HuKU-Hg77lv+e}FW94E!n(k8$RkMz3G)Tix6GK{V==u?Yq0eb?|vpEqw=2t z6xvtGLmk{xARUaCGq#=2tgNJd@ZbS5k>dh0cqzn)q>Vr)YQ4LxHgyD))i?ngbPzYL z@9Z?Zynu}i!#IEbJkr}@R?hHJ&%9@Dp7Gz9pH*f5GZ3z+mN~NiPciM^jL#R}!h;PU zXBY$oV}gcM2$8rZQ&jQC2EU5@!R_w<{C{8mZ3#*pq97adLD=96_JR*1k<x1<u;2^! zJ}dP4ktr)16`E{Cx`<2b9kD;+FtD&_Pv%6vOR;p1xr7WKfni8U&V!U(%^e+u_79NX zhT1RDbJO1osRluwH_T*#2Bg8k<_zo<LPXR&JKMk5`45UUbcj(3j~}D^)O3B@fpWjM zxA$XlG3oy-8$)^FPZnWdU;37oc11l?8BrKpgsGL<e?uYH1I4$F+X!0r@bK_h8wMBc z@2f9L!$GXNy)=Laa|SGTwqWQ6QaOQ8A2j(e1u0(rA)qMGa()d^0e}>8T2AuS|AsR7 z;(yJ^@QsWl$;hzucq&^Y+HRi=P2|t1sZ&6Qu&@jH(=_H%n_XTW{^D?3P|%i<=iI-> z<4n-)nGO_Nx}&W#XP3W(q;PtAdVIXb2dOYY*Xa%O6jV!*B7KpebmvVpGRz9bE<iYa z84!SRFN`t>hU8R(n)Bxu*xri#-I;Z50LQRu)js;B#02A0@*7N8O=<oW)esDrW<x=M zqdP3HbVu5#1l?ADU`M(Kf6(9m^5x)txac7!NR$!vJ80b@mmiG{lb4aHg>Up=js#3) z8J`Llv*bidda38nfrd^5vzxv@YyFVLG&U(%=7|W*Wf{yiN<n*|V(BmC@Hqf*qrlKm zDFp?5m`9MKTk}%6Y3H*${`@iZZvIIQ{RzChHH18lhldB51s%{PfJ1D>8FuvXg~+nW z(KzeE=O%^+qwt`}(5FO?!*3vizsg>*{T5NzlCWt$cW`rbEQF$S@=K)l6+jgyA;}`b z@)Jj<*)(#tw6q|jOQ5G7xV>$UjH1y49yI9Wt;_h93Kw3TW~$}ggDbx(FBgs&h)+uv zX=`aA0Hh`f1P$>p@hb;WxT}XOJUIG@uhmnRkWb^7?}=Q0A5_qExKx7I!B^1}v#MVQ zy{mxZa+D1YkPci2BX(;v8aV7mKp=|19~QYRz>q;y(&i4wPz_00Tj#XoLM{>vB4hHg zPEgZAY2Izv=6mUCJ?QI)A3SxU(dw?^HS5P@WK5OIE+|`kj_1h=ZnjUSUc`ikFv-jX zE+S!fIKaZgqXf#<w*7>oj|U>l501t&CruboQ060I0T`tw`=P16{@U%^C4Gs%sysb| zH()+NHCz{D4VHo_nGP~fRd(=D;JIP)1BR8A6*7QDz~k6?&gu@oHM59$ctS27y4HZi zN8{yy`0grD7z3Xjbh~}UA;=ZayEKYE$Mq*eNl8f|SPQ~(v4ycw720Eqo%1_~%1!({ zJRiS)oli0Nt)8mn@bnCZ;Cy#nQ9nK!J8M+YalZf~J&+*>YHDg)d9=j#|GZ>fLN1Nt zy)$H{4a^HM_%r7VnEPvb^1m?JyEAEwt;;}I60s*9NZjgSb{yI&R4R9CY55e?EmuHa z%;O>Ivi%&9L+^vUeH|v4I4S=ckx^M@hZQ_8=;`YE+rv5i<Ol#4BzV9$BWlopJn6sn zG=8Kmp%8Br3!VxFj3L_Qw|0mI)ptZTwWmOE^!IOa@E-hBJ^g}T($Wu|K%mYHX!>&4 z@j!Ftc8-Y44^d2eEj%mx)YX95ZL6M?N5}}HoEKY0Av9v6)7+~*vwQ3JoEBl>5{%G4 zDlu`|&np1Z8O0)h|9<sX#bou9==Jq=Vn`6CZ1zT+Bt9t&+skS!y-Ukl91HcuN93!Z zP!LL8x13gX8Kf3@MsvP2D}cZB$zGkt$`~xFA5?|<b^ez@e=QT-S%MccR!1@N?dYQ# zi%p-6Q?HxQ2-K}?Fh8#zVlyIr2OUB=zIdS6=|=b@&_%eztSSrkVMLM-VsVLps|9NW zLuyO{Xl4WO!=zkXN<sZIL*@EVUuBz}jZF?%C6D5SoaBHkrisi2sfBWsQrLOD&}wX@ ztD72&wjKyT4ag^W6e$S)u*Zt;KYGOLF&eRZm$oz|K*U6B`S}?#nkOSOvjIlfI7Mjq zxBmDMVgSmSF)%*7Q6~Rrodei6Y@h}4ef*8kX~ZG&zKjf)2cK~VCHOZzE>TWSMVKWd z2_t{H%bcvfyX-6yFAakN9TN-d3OI)I7#P7Y7ojknzfK>V7B(>per08)_%|gia6-tO zv$qiuR!u3YveK@Y9~)W`{k*LFZw$YG_$+|po)>sReZZ;42)6Dr*aNmsdv)^gX(U8H z$t(3{NOST3XTov+N=Kp?UbO5*NP=NJT5Lt-tix>~q1XyGx?C1ObKky$F^0M@=*K9V z5k_RdkVLMkYd};(enrU7U&NP~F-ib~gaFr#S0ErzLn`(WM-aP%S_*hXem1}0tT6Qs z1_X|Ma%hLD6^2(eAqwU`Qy8!m0$v;jbfINe9x`caX-%xGgd%ep;w#7`dmpK4l%nVs zUkD2euXlQ$UWEgtA>{-k-k47g|D$u3m6Z(`D1wnh0H_!s`fb3e*Xys!>jJt-%58*$ zOD!Du{|(sjd<Z<Z%ndj~1FUR!C3JV3m{gI{)}fOGI!6R}bj3&D!ATE*D%yH`d4cDw zReHZJDlI+w`~CiY;DLR>k-tCuO-)U}?eWdm<LhNX%cHhr2u|@*1szZ5caKZy6(6vL zcOvQEx9$5uK8dgYYYIFlgkM^Ec65|~M1;heHUEBJpBc9LDCi)W_fLx~flY(};I8ws zv%t;Qz!eq~j{=WldJIh2896yefa6tpm9|{1ho0;O)@Y@X$;pp(>)8cM<ALYGb?7Vt zHhueTK5@uZy-)-ur^mpvE*!kPxPS%UQg3CY&W96$O9(rF6J3jejT_JzX`puOgb4yR zACCx6)9da~0Zsnr?FM%7*F<gQ`v2?t{s%8!Z~#k?Kd<BeAKF*@djqfn^`7qTB6Jvd zBtgk-S2s7{xmh!GK7ak{3M?bruWtnoHHn=D&T&NRSOd?yXut03atSoKI>{*OiU#Ox zDqyvjw)Qx%n-APEw!Ma3RIpSY*b`OZ1n$^7aq1Kk1MmQe&DYBx9pPl~-JUBvam&dT yfkT&ELE}Mpwc;2+9b5RJ2%wo*Qh49~GtR5f`RXX#zz00Wl)=;0&t;ucLK6VJqrct& literal 0 HcmV?d00001 diff --git a/content/GA_1_6/figures/step1500.png b/content/GA_1_6/figures/step1500.png new file mode 100644 index 0000000000000000000000000000000000000000..7f5d29052fb9af6da7fe0c91a6e4311746fd8b10 GIT binary patch literal 23618 zcmbTebzD{58ZNp3>6Va2Kv3xr5Gkcq1f-=K>F$<p6p;`?O1eb4Tcnf*krWJ&kQ5N^ zJ8_?L_Pyua`^Wu$`}=*Hwbq<t%rV}0-sgSBj8svQC&Z({L!nTFcNJt*Q7Ci)6bh{y z2Ma#IcJkDP|A@HCYP+gASh#u^JDZ~(7`r;!I=I?enOt@^cXqLIuovJK;pXSO{Mgmi z(d8BokKO<L0k?y*B@dGl#x&dn*HPh-3kpSSjQopMAenE4Lg|*@mARwtnf~jGm-ch> z&sbY7fyPsJ+(~3)NIjek@2PZtQRf$UtM%Z%8V5&Jw<2fl#PAqDhnm2_modG2PMw5W zUHW$(-VvI9N}Y0i+?nh}i-u{rkZL?M?=;|aV|dnOSn!gv<53AeQwWNbl=SIS{=^0p zGyJ2^J3s<|KQv8Yg1>Tlc%@}zWaMIv!y+OgVrV)E;K$U0Vbt&)zcqmXd}lUBWdYy4 zFW?(UFnDkF7Ee4oJ3E(KgJ0Br{kEA|?wC1M$Y{PY%atn^;^N{G`pi;9J-Fc~_exow zK79&*j~f{J`%5shuy8cB%r*O5f=_R{tSS~x<{l9>)HyDq!&gre5-vX?taX_0>53#H zy?7D*>eZ|7&G<R>8{Q36W@TlWpSJuMFV-roWKY6_!Q{U*xMitaBOxab`LpvaS!6So zR+xl=fe5aenx1Cj<Rr*fdNuNG@``w6LIbLZI*v{xd+#Kgr=_jM@3_Ka)1Y((t|%LN zOYk9%UUaLISd#Z6%JWzCWI}RsIE<5{S*lZ@Tgz>0YwP&+J!!DE{O_F|KEESZ6!Dpg zMBkT255a)Tx;3_ido$lZ<@BHASik4is|)-wn$L3M2D#hXL{e^;&19KzcNE3r>9?#$ zyFY?8iZ#XEeVe`aDoncZO3js&l=6CD4n+OQJiV6;eS>Q3KATLI>3e>A<<>7_2Pu zM@E2KP>^C+;+WHVyeM?u|CmryQ!_=}M@ULq+G(i^_lE713eSAvZm@CKZnktdk<Rd! z*;ykC3r%aU2hTDyiD_wR3;TH^ZsFnK8QIzCFK&Mu&g@+)Z;gXZu;D6?T#Js6C-(LA z&E@X=?)qZ{v#_ub6_}Eeay5+F#%AqmnWU4GlXjCQpT$smB(cOHs;#pkEh8h2TEN0+ zeX7#Y-5m?%`*&|r;lTr0SJxXSCnqS>u-Fa(Iy(B+v}LC8V47fqzw8LhhDEk@jygM^ zX%E2#Ow2o3Ds6*<ge>xLV<#Q#4{Po9ch@F~KiAkvJ38`~l$L%fc*tV=xrPu`;rc`M zhV>XuO-;??$ufEq6O(syk|td^$o_J36TudQmzHwP&d%~0cU<`T?VC+3h15bXV}MNm z3oc_jyI7rSYvZkj_ByBKu!*{lA60JH&5&ag(cK2aFfug_o;2`*F)RjYcE5kZFfcGk z(~&&-&hm9-#cF&P%mMXrjx{+UAuuE)#9272-;BSMON6zNQ|Z;M(Dq<##5{0ta0<pe zuHWx#%2&>m^Ypw)M@P5t{d<IQXIRql&UBp<%ah<>V{`Mo=_seu6E6ZPUR1U9_>-h0 z3Y{9;Nb~*|R&$N;h+yR86comb9ieFwsB135YF-m1kAlG{J0>P5-QC^4Pgh-4%9Qxq zb&&Vwjmd1C)8pAXzV-F>g^i6k`!5ZP3+=&ae7Lx{jxH`3D8)<(eYNEXQkD<t0_^N~ zcAsl7Q89EPssb%vziCd`v*}MdEi5t~e#;DC7#bR?c>7ig7JZ^j|G0|*)z%S;|0!D* zAJ(^hZjRy3ojYlz7w;!?cZ1j9puW#k7q1?l`20ON-faEU?Bj9s=FPUA9;{cQ9zBw0 zCpml6NssbBm{`0ylT>~w><~tRj_k0Gg!5Mga&mH`Z$q!r%wG!GN!8kaxp4;z1#1QF z8V6UB$;!%lm&a!?bP{ObSL?*0VPF{zrHeqoY1{wxna^^FZhg868zR89Yu7%~1njRr z@;%w^Jp`AnbXu0XdFvLlm>AvYn+Kict*23ssw@zfd;j5sRIC5rd(DP<s#(gJ65r>V zMTH#ZVsOdWjNlPHf8-^<>xrcnz#_Y<)a5cP9zOU|co{JrJw3WxZa+hO4mPY}AKbgw zQDNK(u`-BW)ZGYH9u-)uRh|v^L!82WV>U99?5fGHnd<NJt*xugYWYgtuo-A#v#eUb zw|@WjF7gix56|)cd!$`!Pw#*9BmZ7N@^1o~8#sGwlf6fKYoyfFkuY$M<#2{dp}Nj8 zVq1utIkf&2LhgRaz!NQ*$50LomgLf<aIc+J<K>=MWc%e}sDjE{j_^<)YaI*+x%<E( zZH`o^t1JdP`gvMoAgq|ew6t4%MVy_Tx7MqMmtb$>{T$@vuuw)b@2sX;{6t@HK6>K4 z_mk<y4Rx~YrlzJF0b_EpG<k(iKgSBqho*}(I5;1@y@1;Kk)LVZ6VD)iR9XG~ZQSPP zT4LC8ISUImc%rMe({C}kbZffq^E9h(II*&7mK(%6E%z`%DuB)ISRH)1z0tU7-Qh9c z;>Tw*!HH@kmOOd=N5b!T9}@-J$Oyp`8*HJ%cACFLzmXD*671cw@HU3J@2in<Sg6JI zbpm{R{0kQ@7=3ttJ<p#fT{3{d-rjy|cXv!@uF1<~aILMAD|WKnaFR2?)fTKa^z`ZN zaRm~MpvBH`d|h4L!5xUaxG0m(FhW@4^qWkm2*!YuhgAc^!^+yay3wC&9c*5_5^<43 zkw6$==HXGU^4(b-L=T*5a4Vj$#2}duIBTA;984EcLy?3N(O;Cpae|b9cH8&(SFO(S zMKZF`>gwtgF|W54j}#OlP?t~te9P?hcc|9kQfE(^Y7J;bT^`C1FZQxKIo!@JIa^s; zUdBXKn)N+XEk`2(%N-TV6tYW0U6wdr7btZ~`onF0J@w#=$NacX3uFqk+sHblnfv?u zcg)V}>9zPivRVI_B^@f2MFP$=qBGa%;b3fP%EB)oP~9?lxV>E6^Xqf1GK%DQ{}+db zR-|sNJua-^_Jpp3RkQHbtMZ=S-cd}_VPg9}5=8|C3I*!yh(Gf^{&;!t_t@B&YI8vP zv%R{K%*CAfJ2+n^w_m@$OiD+`2@f;T^!I3w3|1+-uC8uY=c;1L<@EG)hGV~pQeCZ| zmP{ceUS3`u)6<W3H|Gs)yqugWAAiaYh3KtcxT*it?dM&FNkgWP6n^ulLwKfcNJHJ= z<J}>+WFeuUq2EXHqBVIsIyz)vtNPPBM@CeewtHx$aF{k`>se3{U>M0XwazQ|&~D4f z%WKv77kSU}OOKmC?r?N=mO4BA`%qmy*Xy0_^u>&fj68QP<o{LMOiqY7j1`auhBx}0 z`uQsK{f6-L;%Gq2z)N<`OGf5GVE9=PSK(c@MB}LnV;w;+Z|`i`Xv#e6B8_6o2DdfM zpDy;ZbwLpkIIwQ819Z;ybWBW4sKDq;Jes-UN&6l6Jdef8*FCNe=ZMqto8fSBa^4W< z_yneT0Sn8T>vN+APlLxMk)fes=?aTn%x&1nyxO+s=CCT)*x5S*PInkfH?7RgLlY7b z@cf1|{f}@<b*hm(0e8Bb+`m06d8R%+TqLI47-!h%PMFNCKXOuX`XyY#@96UN>$ngi zxDQ-DSKEXS3@A38{O+H6YmPrMGQzIs0$G`#pP$$F(6Mw_qj>!Lc=080fUIgCih{#i zdC`!_7Y2prWnd<s@|76}G9?*ZRtMUHFt97k`zcE+<3+31KTWa=yvXgw2rSf@ZS){c zO--$M_l|RCPd*^)1zm_%_E*0Zu7ItDpb2NNF|dlqTpZKy(lav33h&~e5fjJr+Z1V) zXH4w8b;n&<U0niP5DHIbF_03})^>YpYU(l{AL-)aVxEx8T7OQp`hMf{Z=VJ?S^YSF zJo3sU7F)M@)Zg6PELgr)WajaxkB>dxd&G%y-tT~ZF5t{BhF+A?(03bCPha2I-af8S zEnm|o#cRf`DHl7D?LkNG-NX;+$4+P~<64HY4<C~H|5>@zwAF#HQat|na}5_ViHeGf z-U+?m)2xk({m-60MLUldQDtgJLbg-9ifK1+<>MK;U*8Evp}4uZ%`+r2lasOYR11Ij z!4_Rk?E6qsX{NQ3BYE{1C6d0hw6u^Vpf@^j*x%px{@awD&77N`Z-bfk^{W}`Bd3d- zTc{#iCxmOjuJ;DFzrTHZ%31?xbQVzY!-o&kO8HO;si}_^bxKQ0P$=*ToqooH{?ku7 z?8o{a64TR5s;gg@NW9ql)7II-#>$$c<A1QB{~)%3J=GLEQwQ5Za|~iz5TG4Sy*d>e zFD0e8p=yofXADTr#33f;aT!QdqGb?qz9JV#7unP#Mt9Q@1tCZpvZdq7hos*9>aSIR z5)C&}rQ@-F!a``Q%%jypTGej$7JQbNSS_V#Ys-mxZ8iD^#gIX*(dzFv_&XpvHWp%_ zTj*KP?QsC3MY3?a3hzB@@=KR;Ak>flPUX-nY5VNZTI$sT{);+mv{!(i@IrE*t#`qe z4kPd?8ou@?=k&3*_PfUq3oBVo8N_3!J3BD|@ZR*;NS`>A7mk;VlW4);s<158t(_19 zPvDA*ieh&yP1^X<XbR6z=W|eIVMBmAIX&L2sI2_dZ#60Ivk!p<v&^v7z*<XJ7HSt& z$zqppLyPa9vgkDSp8l;Wiue#WDGTxD)9X7J>Eb?`F0VI6-&R-4Zq7Al0cLevxZTy= z-99{AKD#+u?_zmVL<Eo;ehRO#RH%e>vfI5&td^ht`ZUw>8lfcq?y7O>)(|lIA7)wn z8Ogg3D74f~9IOY+7$TU0qT*Nyt%!)o6hOm_fKxAR?XBT_rbXr8qHc)il@RN9e~e;p zHti72RNG+J>%~E4GKIuR#cLF3p;jTGt)sI9Yba}P&plIP7ybSF<AD@DjAoyM9)V#o zjD<y>RpB{L41irSii!jcu0PPhn6I$1F2c<pPn1y4`R)w%`YQpNP$|~rLR<$HEm)7c zH;RJ8aesYU)%2yH4HoL~cR$Z3NGT~VU*-Vh0B`RC6to2cGhM!n;?jB7w!PddxLC}* zyRDBh0zd*TbX!}SYH4YS*X^hJJBavFXjTZwsIjAMaQ_tr^$P*yb?r(M%o>OJI0Uyq znMiReu~G;Hmc-eKi()E2rm+3&?Q(-=WNJv9>5XRubYHr9WBV;q9w1Ks=E2Lbgai^u zfYg}*ry?hR|5htiSJ&2tXJ#_i*iJtIGw7V2rY<WhTQRuJ4Rf8Cm_P=l5wyM_Dk|#f z<6{$g%TMRsV^Z&fjo1uvACs;K(gOWPAqbI<+e@<Px7_g7CQ3ODngL1PLMjp1Z%;2T zCJ_<pD$C)poSYns1N}bAC>Wg@+#AsIlh#&AJv}|%fKy)rMhQA<YHBJmPu|%tU!JC= zMZq=9f`Zj!nmqawg@9x*0#^sJQc|b@U!xt)mz4!$6Pv6Kq*C2@O!9NQI2@apVF3p2 zfM_2BxZdiO##HWIvKSgcJY<{d>qU?~hoWa0z<W;&wZJ=f`Ueo7pn8-C8`%cTA)Tdy zAZO351vDOCtB70)^i=CN^1~JYSd#9sw)|P8Mc_SDB&<+A$f&3!PzhMX)Oqg}S)^xX zW_|~2D-?OyL(R)-iS7qwU7o}-I43jULqJLRmX?;=t1lg*px#p5Io<#4kPVIvC5k2j zp#lR@+nHx4@?BkBk9(kEieP(?_WX}Nte9+X9DQhPY%EkKWI6Kjlwf`AZu_#v##vP2 z-tUl4`BN29B-`8DkmldMecJ_qFf=?oyrR0A;_vanB`9oGG6tWgrRi93QT#(jU;7fX z1I|u6hK7`;K7Wo*HuQf47Ncxq>m|v^6cP~|dwwC9SO)+I#2ja<-es)XzPSi_pHjck zoq~vnNGeMOM^aLf&vVOY`(Qpma^HuNk}~RUB3mT59zF*L$0xwQm0mj*e2_aAzkSOW z+}~_Hqik<)N3KMf9BwVfzw#L`(qO)JP2v5Db7`iom!-guw{iGPT>w+M6PTn!8XFrE z`d2zeN7Y={CLWyZjw;8Ox=g<{&jwzgqq9>Q+!@co!GX{0J&DuCtVpR71SX2p(^J40 zO=AsB0cZZ70Nn%r<^1Yg4|ZAuJ5&y(#48I$^NGUWsA~rgm%wn4dL-NZ*9<Z-Wa1@{ z1o(hl*@jX?)rCFj9-rOJjfeS4^u|_J*U>RBx|_UqKAfDu93mml<6&cCBiIoD3b#^* z*rTkOLhrs1lI){wvWMfed?ptr$_?WIbr#;|qXE_?MZ)ivs+!uKvn@X9<n<yYF~OJr zO&V=jApBB}1+T7!#c&2;s$v)vNY*cKnMkOqap6(HR1kIqScMUayFe^q^<M56fS+vb z3`-_A6i#Xx`h{+`924PFa<;+83qO8DR#fojG_+9wC#AvF*Qp4h&%kSi0zeK=fkyEQ zi+U1tSheow*VT|}5+Z~NEbx1X)?<6ZFtY-S#FK2V<=*&n7XeDl7(6F!1*}a$Nl6Zh znj8J(c$iXBQY7^BvA|C}7cm6OoG@P;w-$t`u&}h$K^u(lVYo~eppshn_3LlfaoJrO z3#870dT$Z9syqXZ`uL%ogFjnaTi14o`dH!7|4wlPUIdP98)AM)eEhI!uL7k76bjoz zqMJqs8(-3Be<iJaD!nch(Q9w~=WscGd(LOmD#Oy;JPV4zi1_%)<3R!qb_xK;;br=b zQryXFZuV+zr$6Gv#|V$}MfX*N*A4$5GuqrV%xeAeEHpLosxmVxtLz$<S$B8$O~(Zk zC8u^E1P2Vyy3n5f{`&#|7xKm?(gM`3k(<vkK@g$_Kkz=mBG!@uo(N!zBdagodgjKI z^p}c&22*0U&eNpwTt*5J8JV{jfsG!UaZ^*;=};!^JRW^Ri0lIVfwlK@JUBo9Dx{Ab zuXxqMuG7EAp9<Bk7Jgs@OTb{6enIWy<1_f`(fz5JnU3ym*(%?quE-QY8%mlRj{~s? zX^epEfMk6~Mka)ul?;{)?b(U#o8DA0FMeRHc<pCz&b9_HLOs(9;eF449Us{Zo?tuy zKubEq=KRz^9YP&_{jNAdR32VwearyAc*^}h8O#6QROkQw!kply4(7u9mw^=ZA`nov zn$IH-859o@_`zRzA81s5EBNro*TG|jK@F2%gaWy%<oEQ6U?P1cDPH#+JRAb$GWOqd zJTw0A;wBDLE_Wo*saN<0#8~g+3-}7uT^}$<KjzLiwo}X=V}<#rUJ0Y7zu-NUV@NNE zTG)}~xy;96xD*8ztw`J%6DQStVP>K<RLq=j&d`Ul+j_$u7Q0A^K;RaCBAQ{Ca8PNU zNZeI3qwOqO)nsH{RH-a>+iG7BO03OOp|%FgIO@{VS)63yt2e>Ma>`-vwq*}4dt8ei z_w*Q~z7{?9@2ZP%l?;?c`}l(@{c>^mcc)VhhBXTB!(jZl1Onb)?HxiN1*f5*{9_uz z)M_{G>%r6?4)*fqST?`(GFEZ4E5O`3ovC`S_51VzjHMB2{02`(V*Ww~k!FN)e`k6t z_g!R>9>(_Ys$tTVt{fh9uc89y<7c~qI0`Rn!6oW0d;{uFEotkFJ>?})ZD04kB_x$U ztAiP2ry+Oq8*3!}SwF)pa*X!IPMpULj8#VPVy7a-+nO7_wbD9mvx;GZmK!F=^;gd4 zUF1Y%QKaqoN{5P(28B9wb>UQf%c$^g-W|MZglw)hfp4nm9VHDziG|aHNt&o(JD#@i z4ya=wJ0+aU%E>iQvFXgNnW^x+;R;NHCfN8*8f=xR^Kcj{kf%n!t#sEnk^|WgY8dO2 z&8xqk=H{vYd@yNh-5`h>pZx+;%;gA6wKlV0>lEgx353m3x-#2aj_shJj|7cRrYVIM zEki;n6Ro(Yh0kBK9IuP$o^O5(ZD-5{1KZ``Z#4DNk4kzPZHA;C<-S1X!JO00%Yp_G zcY1Mf(bgt1`tJ1MX(q?NjeJLCab?M(ylo)p0U8QFr)(Jv^?Z5F(&3x2#?(t4!8X!d zfd`WrcUs;m{CtK4b)wFgt~cWI7YyPw6%>Yh*XfgUxx>M1zbnvKP;%=<0JqcG-i`)A z<oi@5%jwY?&)^!Aw}Famqu#FHKi=tx+8h3)6X#%Hi-ywn-(}l3yqkn<9P=`>RSHDl zb_gFNWMsjBh#)@_Vqg*6*3(P3Py`T|@cenM7ck7y9Z|({-;T<tJ{5AKjD8<gy&urJ zr;9iy>C+nnz%elT9qryRGP(?T4as>B)D{6hr19Z}q5}hv7G70V6+)r)ir5D;E8`{C zhWVwXDlR8we+;lwG!$np_iGs^CqCdV!l4p!U7vbbB?hGF#>NIhCnzZ30Pl_K;c?*n z?K&r?3?znCFZcb<=#fHocHm5!C-nF;C045w&<sO`yYIKs^-ffId@9Z2I1<_!^D>Zr zGkluLjs)uegw&N{MP)N7oVyMr<g~QW!0#?W8CX$O)%hWb1F61IZE1owMwXV?fJ?f1 zdrg6cL+F9N#H&y%en{ux=f4Pj51wjYDAOQf7LIIY6N_FPtXQj|w&lDaVf~Om{(j-P z-TD9d^9OeDwx%W}P-_gLn!kC0es@}%;4-tYKxnYTy-CALz!x`w*chA2&AoE?=Z`T& z^78_*<!#Nt;n5K@7uT=I!2-^td!bN8U518=bG@FV3uW>4(r_<{hcGr1q26|XaXYkk zyi-4aRF^$dB=jku-B<Ql&$6Ft{cUb(**QL5EoChC`-|d>7cUA7TP0AhAG{R0>9lmA z<?PglQ|Dd5m^Kd&4-CEtIA&!iAD(m8nkBiv*jDz_w^?Tq-h(`&-B$rP$K`K~|NbzO zc~_p3Tu-Q>acZlG`Cns=u#XZ4Hx9*+NZIs%XwA#dXW`=`1(Ir9Ph-z|!8pE8oE9Br zVcQz`@`u+yv#+~CD3Iy<8<&VdEFvW2LRU|Z36P5sQBfTn<xNij@0?fuadda2q|l*} z^|3V|psu08<m2l*sxS1p4A$1;_fLo3Yf&!$t+sqv^1{{OGT3DMvl|0Q=>i1~JB^TS z1SG8GsY=tSdY7xfX&C`O0SOf80t5vGQAzmT1fxZGM8L53AGufa3M4MRyrkQvWE_<8 z@?g8a{Xd~Q;flD0#r9J7N{a>bGyuM8m<opVPEKQG?m5Kttqm_We$gVi_&rR{;7B|o z75sCGdX`Th_gD9XglE}P?C0IqO^vGrc+pXL=Sk-^?*P@!e_>()!o>YPk(6VPKbFo& z(qRsxW?6tRQF3Pxg^J!clvk7r>q4LxH4%LCskrc}!Q&N-YSf&e2c=i2?7!GTLS+&2 z{@pj)&d;ClghzMyY<gu2`;m-@Lm(j6)qd|k0l;aUa$jHR>3IP7!8bsas<fxi_tr%p z)fT=s%p_oV-3}mt%tg}_J}Jh1JgLB!T&m7^eC9h|3clqk5H#+>HB21!A}zEd7bz|H zZ6%XK_O3eIKM$B@Fa>pd!>diSlsKrA8bP9MtMj;>$_CRG61sw-|0&)?z4EzON%}w0 zGTXYB*R*S3(Cn}^S*N2<E^bQn(V_dW`M(_D4l^I>|3u@`@e%_?`KvWZT5I%583HH0 z`3A;N&1v4u*?#n>HXobe%i^^v=b^cXxKojkuiC+M%%fKNo)VM9tYcih4H*Ccqm)9X z60Si$hsV5}gM(WK-Q=8--fHJDwg?k08kzcx#(02>jvAQqCrwUt`8U!}7>SqV*0}6s zn7s;R;r2w4n&)fw^H877-p#Al32h_azb5!~GuItg47fMTAi)YU!0o<T=eN~LGtB89 zAFv2le(Mnbmy2!@2nebxyrz|tTqZ`PG@Wv8m`f&{=h32eUbSGqkHt)Bo}vr>EqI%y z;uzIw$lM<ecEVTJIS2SQSB$j#2b~UeZuv`iN}tbtH_rG?7`|hb^w*tOG}QchLrhg< z>Ify0+$;$M*o+it4R@_pBblq)M2nSKYAgO_mEADoo(nMb0fsTUx%0##|8?T#`Ld7D zhEbC(K4$5i&1&aOL|apy>w$oJZnX+LR2GT~q5+nQ-*p&Kyym8y7X^N^B0Hks0b{NH z+93Q`6i4Qa7riy~bMzX!=0Ceof~#Ue>#189X$X8mF_pf2=xS=7JO^J2SK+$%;6(zR zFVRqx>&;Qi+tlZ=VRsj<8r$J&+Lq#AEWqS-+OslSDL%jGdm-;YO2rS1wAW?Pgc}y( zZM`pt?%>RA1VXk1ScY4rroC{S)n37yXe@8bKhbmL9%7yk^Y{i*>L^>3JX__ZQMbQN z;MZlOah!v%q)uLGs?j`#TbOmPZ)?QVYQ2&(epq>q05zyO3EBq~!_IsPS*@qvlX?i# z!WwhBA!QQ<wCq7gfX(46Sci#PNDkhf3SiYZH$(O?<FFeYG(HRCME)owpUdjlXPx`7 zICUq1Rq9ABDZ2Q2!VBF9;)z!)KV|?MZc$k%L?_MC?HCY+<%Lp%mv)bQzi_@K-kf(k z2av8HaM?(^57Iq!!nzCt{^oh<;{?5buK=V<=gbTZbmt<XqZ2DkMoGT@2)yn`gNCx$ ztP24U@(;yH-0h5kRx_|2NV*4>;59TQ5L%0^!gp_6>kxWG6-Mpo={KE_yp4m8FAc=y zbMu!WXRf=_|3RiU<5uL?yc&cc9I@T)R0Osk$(lg1GxPG22v`n<yn00+#~_Z!bYXSq zRrGbWH<zI=2>GV_t$BY!W@da6ht|DEHFqIj9a=lO)P3e~<YK)fP-B>I4&(T#2lxb_ zazbd%-@ku<tTdH}B+LTTkGS{l$C!uL$Z>FS@3^|Y3rR{Nx+IE;#35A0(iGRaSSIIr z>@u%NXb6M|4>*F9m_aNMrXyrG69T<B8}w*kG$uTWiHT>MysBpZ;Njyx)IMxgi>j(( zWZ2A7Eqtx|<6!6`>&_1!1L={LG8Q>WwM(rG_uAxXhq5a3xti!oclm3t@0J%;hBp|W zx%M*r4ExJrXztBSb}`eZ`2U#OA=PI?X$+(&H`3f&hD~$3!p3F-jac)cOVD`)sY0?2 z!o~s#uReWH&=)n<HoLQ`Fp!wl5=^s9TWrjh*uV}jwhxpKkOYECN;ts?#N1218m~Sa z7C)dv`uvOGjLbl_0j&d_<cifj=-#&V_2EJbo@3{)xn1h^-kz+E&J5YhhmSzG;j_Pf z2dF~eGYq~7-PpGBqN>}v_B*ND^Q``eidI$mo5+L00FBW9E^^;iRW1JfsguRa^2h#- zJT8-pwl+>cKmhb&OolVW(-35XKpEdZE6FP@hFL1Nvs9kzaGzs{!VmR?vagfLm@^%o zK&CX_m|OE?`$*sJX8pt5UhTV~#(9zZucp@0F+XDZf!6l_iVD#Gu^A>%uTH(QA{)w- zj3;H0LptEFHmWb|-Wu5c3icmtRw<$MwA`cqDz+eDz|8zCBUje~fIv7<8x(i%-gR_! zm4V)3rOP)ZAg0k!Y|0riPoAL1fDGhdb6y@gc9lK{_UDkGrtcXjX+#RBmF7QmmB#og ze!dvKX<&Wb?GZTb5&#(JKl!h(@uw01F%uCJQ<CxIdn8gs`9Ho-@W}N7t@8Yx<lDjo z1Z7<3mvj)U-V!hqn;CQK`TT_zg?eKf)m{Bu?>s%IK}1nDmzq3!ytx^Jl$F{Hoy(RG zUik?GcGWot1}iRSQ;5-*II;*5Z<dSWSI@j2`hAs|nXDbI8yqwU3hmTsADJa+<eBY^ zfA}xNDw1>({J2u5#HGmi5!%SVGB_d{(wULCXJ!o{$C9VEI5_$9A1R!LSL2qB9O8yZ zT6rJB3mPM&M&$B)m7wvugSOu^p`7y>;-mbe1OmC2@bFzY=_c^X++Wl^PY;e4>gs5- zKZctMlEZMZ$vJ}l5sxwP1*mH>nxnhJm(KHtA_~6KIQHgFf%u0q+BZxl@e_Z51k8dr zpn__qh57;ub5gESXQ4DH-$}UYHZqq2EabaH*aX1>Y8oGr%i_wB!e=)lv5QO!`;p2o z3OXGj)p;V6%`-GgLeA;UuR^VKmppIt0$GI{MqR{@6mh~gs4V!69w;(vGPJTH;aeSp zZ$KsKCqTBl2rgx=?OFUE<(MELG?D6srO`h&7G72FMqk!Um$^5DfyCl$nh+Q*9hygz zJT<rdJVa;vxw{T2@?UeR-q)ujB^@Ur5K!k@C#TfjwYHh!;B;hOl(6_!ckO&cY2E>q zYFx*vP7j{y3n<Q5rM6W8k325OpVk*(o|?w7;#=;uN2oyMTD{vQWnGy6s?aQJ;qCg{ zu6EzUI+z9h8%^S3#PX2j^pw;zCCl0p%GcTCCl7n4X{bZ_n;JLhqN2QzXBVdrqka~W z6HABBqSG;=c=^a1t7Xpb(fRf&fP~BpGSId&H0}AL_vhR8UGAReh@J@Juq)#qG>p_O zq0q-(8(#X*Om}XarjR9{y(FJNy+YRmTj)tyx%yP&^*@tfCJ?wHg6|?Q5FkQT{i=jC z^F{c<M0$|Upr|e2mu@hoJC2oV3;D*S##Y8*0o-{;b92S#z*X*vaTtM|0Hgc>-4r>B z_h7U5@Y~Wquw>fCD~+|%E!5&!4IQW_SIb0#58sKM&qcZyzOuA#?Ror53txmdir2!6 z;5T0MIXobMlub<sG{MQ?J&w9*4g{C6Io!l%I=6@<5ZDns3lFBCY#G7(4}#4ko;}Y# z{3-+jW)+BMzB>glWw_B4@;@La0V&+{oiY6hZ(TL<7`ms;`1LCmU(fLkHB}fj|6}lf z0W2Zes+qXD%<_&YNu{NrBJH1V!Ic8x>D#NGy<E=M((Rm{xaj0jwcYndn}I}8Mur9k zB)1lQWZK@3fGt|(FYUi`gwLIY-~x;o3-EmV;pSyj+qVFNw#X2Ie@_n!Be$|=xt3+< z!b4t&*;9Hm)MuLb{OPYi2$7RzOI$2&AN=&Olc7)~)H4zL0vTzl7)<k)(2H}+ys7<Y zVXRb9QO^&n+ZvgPSrJ4s=#<Do6W`duf!M>tgMjWP3G}olXaqp)1z53E9z+*cic$z< z^|f?QZj=ZDjII#irdIO|L+~|JUF-9$j6m}Ce#()rv>avtIaL<4ZQu8gwx~J(H=U3j z)tBH}v>D~aQyY>>pzX&@YWS<+<f|}3L76hGgm2E)tF8Tc#(E#oRso@!4eF<~m49Ty zxIP1QkimmyUK<qw-*<eJK%;a{_gpOZD7=b<SM^wepDC%3B2j@rI!yd7D7aSF*vJCV z1ZgIzs;cH*izgWS=<c><TppfpJ3Q+|x@K|_!LaXd%=U4%eK)^)MY2kLgiGLzEu_t7 zvpL){!wU=G%Q)xemquX&-)&i_lbIwW7=U(`1>J|^@2_{Skw>ZSkW*4-S5&C%h>42Q zqFy6dqHtHorO)>$V^aNlRY1<IKg?YDsA%H(E_qs0V@s<rAdl9>%CnYl{f}xrral0> z{LSLuy-F~lCnVptMmgHOU$yd!KgGomv33U43ZfSxqQ7;4kulS`mz9+j`k}-ig#yu= zXW=9Z3kwJ%cUAkf%Jgu7N^YJ|43ot%T5%JgQx*&kRa_X9>n_;5=B5EbI$8(SX#di9 z(vJFq*;X|L6}2|OC62%TN{Bp^nK>aT2@@MTyf;oTf_DexD#nm15h@#6eVI2~pp6PW zqZ<+@Tb-)qN!8{(larUMtgMu6<;;PRK}2H4#>UWb@qYE09O#IssPUAFBhJ(M=XkoI zBAQJTln<Krj$MSW=wSo3jb#1U$~_(y<;a7{-ldP#uBf(tJ3rn$WfF4ABS~vkSWW08 zQs4<Z+kghzLTT+>2ecPRC@3_tE+>Krva3r5dV@)S8l<wWxf~?wahJcP$YcK|gn6`{ zsYi6Ob<c+2?AOh>ZcC%x-)h>zHDo9Hc6<D-Sxf(G*|P%j9lrEJ5O)+_Lo4}ef#jJE z-K5s5vRX+$!gH}v@r;rT0Vmtony|1yqhGmt6#=A}n3$-*|8I^$32We<eVk!f?HyAd z?A#T0zV%5{g`p)o;)sY0Q0Db#lku8;BAp%d4)iXonc@ecijY5v)hgvtog>nOBcY+e z17c>-6cn5&l#7cCLXfltqTvt_bZsqml2TDcK$p2~ZqDGtNMD<Xc3<UswR^#uNw8=t z=HakIZ$fJM^9D}fB%f(%htz6iw!bTNQlY>{>On5DTRB<z#(xQ4_zI6MLqo_E#3$qG zgyT2t_whIx#~FeHqI!~i>Z$5?FKEWt6Vu)g7Kx0HcyFYCzpovl+oH}rZq5O-!#ZV_ zriprPGyc@Eyd)Eq$yBBhVM9yWlT#g^n>zhYN1ALsr%reun5)Okp<sAdYPq@e2Q%CW zAU^{UUWtDWhMf4aL&6;_qZB5xj~_=FT4NvM+tiB?>D}!<UK^4cq*c2}nv~6{%HnK8 zH)r5R1N^Nko@4udZKmwYh9PDDsu1>f&3~H@=8AW_K(S+0$nodm-Mnf;E(Dz9BzG?i zS9v@H()`D;FyB;wISHvoZDT4XRqJnZfO8j6F`G1j2OTsWvjbZJ%9_^(240C?g3>A^ zFV8%bP2BZ637cXHl7(2`Wr?=XkD!xHrnhg(+h@OsWt}6$KVRHF`lhrf56#Rwav2wi zG$|1#Bio0CxUj#d0*?{5-fEPsu2F0K_m<db1i^UVi|VKPuRF%LoPZTBE-+{5jTlmH zX@S7^AXgKAVBUw&<*Xi^3E{pgwvr~c+=R+FR<*7TAQC|6)wgn=fF^2T(O4`pPO-n3 zevO$$IrQxK7?1g^DNv{81=Yv5HONA16d!xtQ`B?8Ixf#eM;X|Ei?;gvvhAKdx0892 zRu->-@8Q<H2Q;Ll+v?pU8p*Ydlk#!~OfTr`!3Q%!gRANEX(vvQl}Brv?oy1=b;9%D z$A4YH+c|J&5c1!m-i7kF?7l*y&=}@}miwT7!5J3^NAc`r1i@24M(<7^Z296lKw_FZ zS-zq)H;@2En9a@_(gwM0dr4W|@oE*yP2aY{%hxi8i2pWg$G{Uze8+{hAbyAaub|vT zI`XF{f4sTk3fNOq`?dz7xkzR{5)!Lh$LKkuCqJWpA6a1WL5p(ni=ZX1+m07BOukQd zVd&0#W5qVboLMwc5DCx<*|q`e*YD>C;tcIp|7L?I<|6JFlor~D_iWzn7l*E6%N`Cd zEh`MXPey#CxgjGhI!KbP2OycTJzM8<iP){tiV4RG{`Hr-n(CpQ10Wp$aZ0eWp~J`5 zXdq=NOU{lcN(9{LPdi6RD8BymnOcN#bUc$_z6z4}cadg?nB*Br*=&DkV>5cO!DirO z<5=;-$>}1;6h2|$UJw!V`~8KggjZl0Gqmrf$jtlg;{x}sLi5;{KmH&Ne2%YR?egDn zs+t~UIw5xZ`*}A~9oRWY2D_gMZqhhXC^14md<wXM`f`VvcewD!Q9-1_MFt|xLsNC1 zx|v5yCaOXPhLpkoLCi((a!b$&{{F#vL8pX5#Sr4QMSc3UXz##kXRMLiVQkS6f_n(U zf=XZl$S<93Uh)NUeswrA{_ME*tP^yN#kmUEKUF8kDf<m<uz}D)T3j6;)UL6w#$Jzn z?@8B?7UsW0v<UcOO83!1^4Ys~`Q~6FV*{6i4E4j8%^>^&ktY9~|FPXoQBjtgH>nVr zT~(C;n^Jnj!JH2<Y=7AYoya0tG6(sSTTO)Ilop4_CU_FFB>iBNPutasF%hOnD?l`C zSBw=Z0;A8m!<S2(23sTSLLDqoC}1JF0?{xKeZL+E^`vkRQ9YE0hyYS!TtWTU%%n>@ zF=;99YJB39<4>V<+pmZ39CB#f+UQ8f=~DmPL#Wz)eSc5E`Q({HlOxn}Q`+WefqDvB zAT;>->JsjHmQ`Z6cxQ<q6l^qcHv;RH8z;^UiR+ua<<g+!sfXY^57v$DgqjxBWQ|gG z3JZ013izL`ZOj^$x{UH#=!68M`L38>m$vuH`U}iWBO~_Ra=D`;aHMcfoOan-rrb$C zm<ay7`Ppc(Li6#G{<hEc333Vv3k!f~pn1Oya+K{~wey<h4`i^+cdPbzTWnCMh0(#v zDbkl$puRKv$^ZMg=ih_Glm=EJxD!H04cBJy^<BnLH|Zb1X7mkYz5n7hXe_s&3k1Gm zY-6LFR82}9b61=O2`n1D4#rDA1sp4$EvI6YsV2+HuzlaEzJV+bkiy1R_F;X^G$vyL zr)++ThM~0s1>@E!sj2M)0|eI9G}eO3TCAf?iG94LMrynEKXJ_~X&gA?+f%y~k*bXh zV!G*&VKT4nHec>na^|){O4?qxj_;N>6XU*_a^P;0h5@ml9L|9=9EYIU08na}<VH$O z=ORG8N@N!~w5N|0A@5mxA(_a7!@a-ImA_)VrTpp8>dXxXt!cK5=+t+O`bMc;T4NG} z#^M)6Q1pm_(i$^Q6<1WWv8W{Sy%CVAmEXsOJXex)Zu*Ggmvc+R2|BpS&|hL8SC%=t z8q#)@Sj%T;LkHZ5<GUBj{g=|RwA6SC?+aW@YM^_am&Y1RkSZn`iuoeOHXJ3ad&OM* z_F+fo&3=6)pkE(hvNu)#ydj|-K!l{Nf^RXe$TH0nu1kk@4Ai@PV|R;D1f4sG=Q0|u zF-w1gHb7Fj$8DB>NMZL|&Xmhy21N6Rgig#%7=A615q96689`{m7N<4o{!X;z{O(1= zjbQaGUNSnmnBCo7Jmndn%Vt3<TNusEj|Kh@c!xy_{fo+LcBt0)4*x1Vf%`or<zUxb zKHJx8zaJg9pk#rDnAqQ`II8(-iGe}I<ID5Cg&+9@q;M2p-Ky@m)UU>#bc;gPj1!95 zLpM)a#V@`L#mZNZ4j#nL-ri=~_Lx@Bh=Pm21@k!#Ql~e0F``K3iiF-s&R^KqbdKZ@ z@CEp$-{9K5(x1#BW(7(lW4plz#%45MS1nTL=Ln!YKlGk7KXK+|fIPGHCE*2|iy=Al z$Y71j-9y_o*{|f3?FPm{)WK;cxBF*Qlg)3ilUqPLsHl#Bd6^9?ti{IfaO`bQuA5~g zixBm}+xSHYIzd&Xd1EW2PlG;iadt%6Slsl#LWv^L>&4v(!|I$&wN%iQ%Nw#_&hDlC z_*Te2pj4c$gwyf&s$a;NCl#)h7h>*M-)&9UuueV6d({Sw*f8ccG#S@=T+I@^@Zda_ z_XJ-XChgpM$c)kiG-l-wJ01^8I5IO=>lhi2xiwYr(g+LuUNpO2aZ)YhSuQWFow76h zd(>z$qUbgTv5zgyJno>iD7aZ<gkhY?H?O(Z&)$!*T8g(-boXwp4Bfw`ioa{U6hy2` zo};gC2^NQ(0n_OEGKW_@|2=Ty&c-!P)#X8o{E9=BCS+4(+`CzGCJ(TIQK6r3cJbYl zavAU`6tQLZ<??4&27j_CZw^bRn+p#s;J2kXF9HeHRIsH`hPI7??@OJoY2p{&XUVo! zea+eP{6QsE)yWn99gW92pV2<g`D01X9HpHQGVkR<dH`h)904i#pc7$z1xkKjzSq|! zHs~*)v}s-iRtBWY1ijT>`Vdi2q+j<k_7tDUxVtj^(ldIX*M(Z9snP741QR4QZVuqI z2i(0V&IN299}}832`K>-?CbT8#L@vGQSWA@kh!p54ry};U*g*e@2q?A3}4s>^F_RM zc>M8=CwZ9hTOVuhxjlc`8R0rwUN4M5)T^{2Lu?i%ALGNF#09k=A}GX<IOFp<|G@Qa z`GpP*II+q1^rG`#l*2-fi4E^)idDnuF|n{D_&%DMnSEC$dH7(mrc6MnX&RR$IlT>- zK4cFiTW7F-op=dhJgtmwNPlv7ZHS4hmIMzp2s5>$VQyQ?J%Q|+g}efAA`OnfXliiD zu(7la5}n5~bH1C2DUrsl44t5WcpZT6fIL*bine-8xx2wcdgT<9=fL*MNh|w+lMp81 z3BcL0(8fj|jd3Y6RlQ&2+I!yEO;txX+zso(Yc*f>{5r-2b~gSjiiMwfQq_5DqDY`F z<vAe=>B~#}r0?>n(#XMM6zDW8lR2`qvx);Y&{QVB0pt)K1|9h?hjR+Fx$KN(c4e%q z5h(V_;gm^F@k3ZuDJvzhL-6}=FL~dqSK&FNE>0`TXmo;P13qd)nlm+qZBeGR3D5UX zJBCDIrBAd*nfYasp8=22qn+N6gp2a53F2t+tHhk8FUjQ^kkRn$kI^ZeIOcu>BD@?p z{Zs++(8fklEF!uH&_db7l1g2MKKk6;Tt!Wd+~ddBK(xB6gZ-3=YA;3-A!cBK*PEX| zN%og`@_Zc|@x`-e<(wVs^p`$)%rPND>fU$pohavf5o_CfnT6@Dvip2%fMicRV?3xE z5k?w%_EI1$OGrLwZ6pZzKQ=d($0G{mevXgf7tei1S?b<TZ%vH7BPqB1Q@m_VCTt-y z`haBr3mWGwM~rT3pd7@u5005Ue^Cddq;9JaT)*2u=mR9a&Tum4BXpok(#5<kLXZpk zZzUYj!eUZ{xR_W4(EA`2m5X{CS)^WktGZ%)PzkB5mPUV*wD8hI8`#Avp+Sa~Gkf;z zEgng|AW`Ge1{w;8q2(R42OpcChIb`B#0{Qd%7n@s<>>D3*&KU#=m~`=JT1ey&H|1? zM8w5$3k;m|5L*FS8iParp04%x@}Atw8?k9VZ)&KugO;o&hgCD)K3Z5SqrFf!mFo1f z(*VQN1q>bQ%!Wavp)soeU<2A;H2v|cOUD6aOv;Z4fX9_{|J@l<wr6B&m6g1ymw23C z`~gHs1Yh49FkQeRpb9)b*jxswBPtN&(5@S^)E*nNLA3{G{*kS4bfnH}hYgUEhIIz? zs^Dx~^Vn}_19kNDy!qLJdPt!{iNR5px~SOGDc<4d8~rJ#2Bpk>rASBEC9ryXweHoy zR)A1|PY}~-_f}0(9WNQ2sf>qnAZF&~fOQuuO$jaf2jJ|ABd9m&Zn+kW*~Dj1a)(?y zP~VQ1Jf+%fKF9#Yh`W%lpC2$&@mGa%-U1K<sa!Cq8bLJLJY<JA)f(kxz_m5L!J+MY z$mV_}t#hJT=*@w{h5CAGp8^(;QwWxZix8_HZfx3UlP2RZq2z7weLu30@YEFPv-Wn6 zy*vG()|ZhK#rq%11Qg5&Wdf%<Z}f|ci=(0X`ugB7+6bre-Mc~I^3%uc6nL2Ac(R2n z&h<?nG@loxe<rU8P!_5VP&=%jVS;jZ;#E_ykI20fh>gW(`?3F;F{YbYB<P=qSQmHf zE+wSxY^j89EzBI|I<VBuB%Qv@cIcUFEmBGKSMU}}Bta)*Q*492S0x;5I6OYKY2Mh} zBvw{d28u?$O0iJg1bTPh#|qWllJ8$BJaa9HmMyOdN}46WF3Vl&&WyX9nr~0`W8K1= zA&f^P2;z^NwGtDEyi8WU?;mdDy%@h}rr`0+K9yS1UksR$NH~86R0IP&CkiDmFAto8 zG>F#zUuA~R^T_TpmsDa;G<_n?dGV?(?<*aFfh$4hNp4xx`<vIJ#}5CrxgiyCsI0ZN zPKvSbW4{=}QtVL7@&y}3AS>}NabG}%goRmi8NM~cg_C$_D5R|T-_?r74#O`!o?2Ni zu7x~UzGd3=Y#AEA;hQFdPk%U4ZypdliOsvSF2cs|DesWGJUaLdAtz8D>s#<G2yC$e zv=|m`Vy^rh)Ot!*X!bv3j*s>*L5m7JhplH7*&ExK?){y<bGy-3XongZbRcYQUNTr5 zkli1Na-00^`;0<qiQZTIHAyvGyR|Bg6H9eQEpL{aZp+DckhfZ(?}{D3Hodg}7abw1 zuxfUD#{6R!JN*92&`9Bwh<edhdFXZhJqe%WiF|B`&A3nSB!`f=Ne~1QGIC{ixq_U6 zMHi3#gez{`LVGzp+kMJW2=$C<NNv$zfZemcMsFT$HKEMj?Lz|8?Sy=B3nJ^V3IFOV zWih*<#$g3m6&l(`I%jM^9tcUyI1(j4bJ;p=sG4#;B7$GyNnT>WzWwG~P!ZM6fkF2$ zw*74lP9rYi-bQ0W-nUhfUss=H4BYqb$z*#-I5IMc8_=>xz;<Ab6B<fQq<>#}xE_0J z^mOf93&8NOIuddy!<h$4a=npAqq5B<R%{CisyX*j!HR@kTmmwJF|)G-%TjAO9%?*_ z)8x_L*M6kzOtRXFyIgWHcpSDWp`@Cupl%LoL8GG@{3(BKkmjvC4uwSZ+LBB;k|U?6 z%k!SP^q<BVfXMrY-i|H^4aIbw79-$h45$KcBf7fZ5xYg&TwBLaFSwq$OV(uGf09ao zWS;$|OC6U@(d*1%QJ~-CSsBaIfK|T?x=*9E=|*keYYd{pS4~%6zrnHl&g~W{b4xVf zD!!Uf_tN?=P84x@_YD^#wHu|st~r^j>x1xBF|ha*Iwbg>*WjYAJ6;IC9Km{(ccC@k zY3JE5vlw`ah2DZSz~$&;=oMPpM$YA75sx>qci8K$U!mrPv;Slxg74`Y=YKuf1i1dJ zb9?G{`DmTtg4L|q6@c57-`m_uV(SUbKXqb!KCa#B8Ec7M*f3&sa=U_wTx?og@lkJk zHz&3dU_vZl7n9K+pHoCCsDJ);-Y|PzmiKj`*Ke|NWnG`Vn9<-)iw6DGrb`nf!#5n0 z>TW%|*h%m-67iZ+vRliO!P_av2NZNIFXA#>h>ez9f~fv-mUrF>Tb});cv81{%UxeV zu20`F!)_sJTYoL5xmBR{8ghs0i7#I+4t_)-q@yw{)mF8uZ~e|iq%9}{pLa~&{duuZ z2A9c^Qvw65A}m;I^hUpr(01El*`8M<+DHey7GcY!vYRny#<a6gG^O${IyalSDWE*Q z>_o}AO;Q|P%m59QJrXIS`4#e$ip^U}b4|o3Ug1RJ+xQMm)HH!u4Eq<g6v84}vm$WX zI!EiUYxnOwmKGkEazA$#hw$Y}4sJMuEGVm$(epq9Fw)lKpDW0nU?2<>2u*o&V~KlQ zaRbY%V!J4wF(EH(;3{*+8=$9&2|5#xJqEu;h^fE2p37C>w-&>rb$0`v%Uat?_+jH8 z7|Q$Vz^U$u5xUM>hsIDYi-|_ELl-gP1NqDrn8IeulX;@vWgse@7VfdX*|iI~q<g&e z`u@n>ptn@T%CjBdbC<8Lp`qG9AocXs313qpBLoiCvV<61cuPc5f6oYd=Dy9zmi;X4 zFw=&;5L>xq_+b8~(ZpqVo}^^x-ZIKNEY(VHD-5flqh^0mc>bOCj(BVs-fQ_uZBa*B zMtN+YmsGdMqi0Ea`>?gO{PNKetke9)9LmA9uy?fXM<f90%CC-M{_!o5=^fz*SUYYt zJyQv&rjH-6HJx1|Ij)!@udkpmF}6qG{P!<o_?ghw&a$yW3cC_9cYL0j?e=Ip--n<3 zbbj*pwapH4w!vc=?M3Q(zV`O4p1Vyf8iQXN4~=`H_REUiz`4pKsrGhb^~+axz8Ur4 zbvc$r+-J769Kj?@(^&RYGZUAF1%C(TVV)_ZzNIa!N9umtTYlI@OW|4#HjB#<V28`~ zatyr7&4~)};Ex3(5WqWh|GZWf;8~Bl-;+ib8PSpvhoPm4EPT2h7b$}tEl>5{irXE< zfzZb3L#CfJ?p<tFWfPw(Gw^#nO5=fa@LafwG?kgXt>M859zUYR(3$8N+!ZT{u8(!Q zO6J7VNYcs>)mt9E^a-R;VKt?}ErZRTj+TV(KQ-AX=@r}N?q5$c9~N}(eVMiQX{P)| zNYc~m3l5abBlwb+bQOP2laOWF1pd`htz4C1hNj6AwOW2Bxb)2#b@(Z$p;UDZ-|f0B zwSKe-G^uV2Dz-{tw2ZTnkHbI>nB8t&B`%-%{J#Ir5?-G=yk6v~!K0LyS-?iSI(!X! zo{l}`_?rmyP|Ols#8ASU>_y7l*sbUVii(O{k9Mf0DI<cf?}L`{*|_?8vnTOGE!C%~ z<>;4#XHOO>a(i8I7p@<x|3Vh>L)~Xx#HnKl3&TOMrR~B@`q?zm@s9x!uvTb>r*637 zX`TytH7(!i7Cr<^5hjqJPpa)y9E^ycxbR`}32)|TbKNKx)zN*OmvhmO0AH3~i-A#g z1eyTZ>{k=}KDK1wBNW}cZ!gaSugenU(0pGH&;e8K+_)0eC49NDJXp2+LBh)0FP^_u zh=n;Eej5=-N(Nv~b;_~5r?PYtup5M(<<*pR*XOFq4C0!8q3(u**A*q@RMVBaZ*>;a zpE#Z>QNnsaSQM@EYemifs((@+V0b6FEj-`T1ApoI+&C*#d&khO-pnJXYf1~7Ju{dh zLP6sbrYO*WU7rJMTl!L>NS*!q2iEgg^~_4=GwA~x(WOKnkRgtgh&+wR5#}dx6QOvR zthQ)k6M0GJ7*XYcKryjlmPQsQ2n798K75#GdiUC=Kc}Xt6$XV1)BR%j8dr8_!}CoL z$GRsQ4K;7sE14@IpuEJwJT_9PAig;AyF!SKbWLdvfo1*@ju?`RbwNV@)mva8yLKCx zwD(VcdedNjFp)7-?vzYct=LqJTE&WIO&fQYsl9v<-WcCR??pgHO?WDInK>Ata}#|q z7n>_?uQ#4-k#G7XGctJ6xa>&0IrBn;$Y%Oj*YL)H)7R^B%8tTSD4(;&V}uMOrz{jK zf7CztslJ6H!)DhJKPDU_-iK+q3mh1$uVa<~Gz}yZQy2%3umJ{X(<Vm14r#lcP-@b* zhF(_o0ctQ5<)J&~RvFq_T-s-tQm)PAxbObP;^0$vu5Ib0jp(DC<ABclz24kS?JVOs zZ~g{|lTu@X>MmwehtVPI!h*Ih)<k+;XzS3`WmRV)Zq{#)W8JE>+UC0{-Sq8L;JNnn z>>k2@{D*2PYD!WA>RcEK9Jj1#PU};i6!c$*plEF%kcd|Lb4;pMZsR+{*B}T+_Ji3p zh_%ForKS?lW9WSZvS)NhW6FDjduaB9jFdM6Y(PRrz6>nBstcZz7*o#JaWh@1%H)c1 z-L^+{P<bN7vz;IiY<zXbZBfB27)PHbR#)iflF=!<_@n+_?l%f(2a{NN-RsI<Wm>fe zTeXNo89A5-CEOMUXN^m^?O~9TU=2NcX8wC|LT94gjWU`+h_aU?bARh;!i(_3UEeFY zD@?_=Lvu^86+U<evIviy2_|B$rXSOS1Y>d2x|qWKXTwwn6!6Y2e=`_PLD~p>`G^bt z(~RO1EtTss-WmHlF=DJyr*2Ohevi3S%hq1@aJBgwSL60-&p_ZQlIXH&I^pmDz^=y| z%j!R?p{>+)=7FyyrNdwkgG+E-n%pqYsn8Dle1PwG?2krd@L<$Cvp$sooK&#)>zLd1 zX+LvphpQagDKEvH*6tp)cHS$yD00>ic3)OR`%&At5}KAMrrtUyql7KRmScrfxc5-O zw;r|0K36^nUv~@4Z6cws^;qLufQO@Ip*l3cv1h_vdw+4}S=cDSE-Z~Q*nhgNLa}V& zEn)xWo9S7Sda20DD*sI#U1ot+6J2Enzw+o`okpq`Re(@&tQ_~>u+9$z#)F4JVV4T< zv)PE*+we;fJ4NQ<@YvM`WKs(T?u(rXJM*Qt($18I!y&u?A2oRRyC$P<hGW6n1~)k% zlpLD_pCRIYF34A9WL7}SxaIopNq!E+Ev&l7&2KdEub4}={S{-a%^<lO16K6?dP-`a z%I7|sYA-cK=DzJrQjm}S*Xx`}K+N+n@x}mh3LKhh;kC8GkgDKKDJ6SH@Ddp~;Qo$* z{+4UP8*S*$^D8_HONE0HaHJ9)PUv0p`0t|{IW!!|DHQ3eKc*GoM6w(lpJo)5gIE2G zj#j0CijbMv)O0J~LS9z3{mU16c=r*=Dcc891r|3p3^oosI;6-cPdAx0r>Cb;3<f{c z@>G9R*F5{PD_&k`^dG(BC_N(iFZWIQ5vhptu-?W|ixfyaP)Ha<124_oW}+krB$x0K zA`(W%cz6>)c0mEoRppEjq(A?^mH$N_K)uE+{$Y4n9^L=}E$@Yeg{`SdEP4xur035s zz!8iRgJv3dFM)a7b({W}@^T({p+d$~%m-Dlg(^#85cI>F8TM|~UjKhi51zo$&8<`= zh41i-;@RrT3MSl4ui3kL7EYyP50nc1ciH{#nBD(UAR4PrrruRnmNzkB2GM3NcPL1- z2tq(Y=<MR+^lL_Na0l2I<k%gYr-s)r{a@Xjc|6qlAIC>>mt!hNEgHWrO3AEMLK(AJ zx)?`(j*(~z9m*;>n#$cxk>j^=gfT{_?5-YLu5v3P+FxlR2?^D(bnfdj+i&;rtM>6b z{@lj{^T!xI-_Pgs{v7Z3>-Aji?LCJb)Fnks$~2k;(Jq37KtLXH`SZwVz-bd38*72` zlhG|<$gmlu9Oe6B|1Jg!`rYuoS^?vNf7D#!w^8u-OVThkvl5^VVoI;RZ7^--%p*0L z+@IhS^%aQOU~zVubixV~Ex_u4`S1xHOgx>)DHWxEaxVL?v0{J44<cA3WfarlR2~@{ zi$ZxChN%*^+NTM~^SX&-nB&iT&ReoXi5Torm97tcn_qYh+?=pzDFxMs@R<U5!-RGg zrcZt;i*&z(D(gTH;tXc}VMC8;j7?w+0IebqZ?Oag0^IQEXrdg6g|F3NYaR*wbfhm% zPD6NrMgi)T<)yV5wzGliX=!PB9F;5%LRH^1IK3q);-X;!+iy|w2I0#T`46_9m7QV% za{b2SH1+LC*6Y_xQy>A_rvJ;xNI6JG4Pip$czzQD?HhhD6=I;bsuLbi{pQ8*Unlj! zxcb2lmHqh1lZ`=wil}5NEZ|Q|l{4Eea$o=9g@u0z0w1Wa4~B<_v;FM<Q{c@Fanh^Y zRCNq))PvEk+lc77!Jfsk*-<cI9LbP~WZ3zZ{-M(Omn-Xo(bXyWfcjt{2STH+{{Fm@ z{&l}+sZK{Epn@Ami~F{LxR2q+&DpPoE<~-j93I-hfwl?^4q+R8xviNpb>^4lh$O-n zL!$6AQMl$rpa#4@iHqHjz}c0Ro=yQlp$cnn%eAnO!3S4oeH?@GG-hcb@MFx?t91+w zFTOg0q1VaUTvS6KekzU->*3{3d3}Gyz#?1UC!5%3SDh4#=wu{*iH0ybH#e6kRA4X$ z5b)r9pWEl<-o1Ohs|o6+0J(g!WLbKRcve?d9(MIYIP%=2ucpdTF0ii>k3O=PUVY6O z1SKbSXT(V??bD|dS2CyoCjhb`zArkbk+9`}>XK1YJ8LMkcXp0JOf|hEs=!r1Zvmjh zeu{Yvf4Wt0u*q*Kc&U$O;*$CEWhk>Ff?jO$WMb7PECeEoXwam?$1iaZe6WY%_`#Dn z2^+=yUdd$T8L_5Oe}g}dP{m-@Xb64VqEAO995f35-MbILkLjn6U1<bLeC#W51d2Yh zZ82nfdV0$5-J8YXoLs3_oxYE5#xE*TR$Icpe(9FE>yWxQgfdDR>+14sp6>DYe`v## z{Ag9^?dx;S*exAK83A~w2%>yAD2M}&FfkzGCnyC}qR`Wlp3SbDox*F!!EVrigwH=9 z02L@re^H+uM2^<(Pzb4L$c8J@p)pLn5>dliFg@w39WHsDE)Gloy}SCOTQn(T#}e(5 z4r?T#&~o}u@Rq$E2i`ol!bn!t*UJMTQw{s2_KE|@MQ`i8Vk8g<Yzx_Dgwl{*z5Q;H z1jvk0jEq%?&SJ1`_<A0DUJVJsbb+$K#!SmJ$Tq>ll9kZ!$zoCQM9oE>me3%Otn-!= z^z1<8X0Fn@9cF^H@4wo4KL+XkA4^M7GZ5Qnu!Ptghx*bLzo8kb7kp($e2Xg%2#_vz zqeE2G7P~0}0&{{OFpPISSQPLEZHWLwgODMwM=GdYUsCo)2eXH$i#TiHNii@sRs;Ku ziqV=*Ucs{Hh7b16XbFFvqi9!M{M^cl3JaiMe9V0L^<xI+=Io!|j@=`ygiLS<yT9A_ zK-Z}HOuGe*pA(&PS<C5rE@=QE!Q24s<pydd*Fnc49ExRu17|o>IxIRvw%I&=*t$7s zq7Vg^*kZ35Uws96d8&4p$S(O2&RvTRA3l6J5sban#0>m0wDuG&b7LXf#VdGhP&Z0Z zlb_3<YW1OUEiHD#B{R{o5g}L%^=~Y<+dNHIc5Jn@cTo!L_lQL;;VA4XerW-kZCBAi zMRWZj&ZKnsULb-c8=2pJl-$5@aPJKP=#%9eib9;qv}uwFHluf!K5p_6@cCTIsnk>j zoW;h+$J0H^4lE0Mb@^S{L5ZLgEvJY)LHMdWqsj)yM{Tv=+UMV?t*bi(881hJJg96^ zwFyrlN`r!#x?u5QF#V$2_rS}8D%jbHG=z;|joOSEH27tUz3Nk2ogE$D<Jk$la(m~M z8Tn2H1m$J2Z|E3ivs05=Tyv|aNN4R9&B^==(K#2j2C}#yd+Nh<WB?LKli`K%E59^5 zv|G5Vi=Iv4rxH6gYDy)8){nH^**`Boo_y_fM~0=0xL1Qw2qdHuLhgcAwsqsr(%E|L zYW6NN5^uR4_O43jzUQI=44e}|$RX9jtBpPaQKzN7tIRp+sworztHAj=YjaaqS2vrw zS8l_GTZT2R&d%jGZan_|X|%R*I8mUJw%2lxo32w@Sc%r94+M|%Qm$wX+%7ZnYv0ty zvm=nhw2-0Y1sy*s4m_x`y3-bDt9HL>a{2AsR1$6g?p#hBhD!H4lR&+fW>7mWG6KD- zlh7o3_Dp!yoH5QV=JVf~*~lIun=6<VD<fx}%I)|3I;q}7*1=s#+tI$GD)*TXU^W9t z!v$`oR4{1tM@`5mk=7^<Fpp%Nm}*zo|1Hchsw9vAc$^M^s1A*0Axpb%r5!eh9X9IN zG#+n%6c91@-CdPZ#X--zS-Gm(=ApPOrXF1$&>MqKAHi$eU3+SNCKvu1Vw>s)vauV4 zrp-OIaX9}ozF4tW@Xs=jK;CwxNM-T{`ObuF2<rjkALd~$07v<-jk5!7WBC0Ux&_e* z&xG)L1L_qy4%^h_^%^%D8{3X`nealC*7<0Lx=f+Je*y9+0n-pz3;3mT$A*Q4`*(mg zqcdj?(=XJ);f$=JqAKjvnLq?>28k-W*9}CNZFh?@uzV004c4v<ep!^asIv?Rl_Q{8 z%C1?nrmMGiUa+W-mYJ26|0w^PoQr0YZ3o0$8*$i+gqRUZ3tP*8pfh}JOn7n2OBDy& z#q%U;ZOnTuvGLG5B1pW({;$W4V~FZWxLD!~=+nHHp>qR(!Rj|vQ?Wiuavk*`EFR~+ zo3MJaKR!O*VBe5ir-F`79l43y0T!eC%guoVoXg};-7|AwGFc=);CnVDMIJ@P#uTG9 zm%s|}BA_a08W$RM;O1%oZWrEB(9+U^m%kDN12kX+_Du?IPDFMF#%9iNp#@XAk})tT zrdEXYx$6hvfvWODlBm@xfm2Ipfa=COzd*Oy^-qiqbt-6UYm<v|w32o;&n}B#fr-8k zvZ5+D_YL+AI>XXc(b4gPJao0zv96q$Z>Z44R}kPXV1rU#H75xA4kpN#4gt$otndQ8 z5(7tLhdeU^$yXV!{qdgD8(=b*B(yg2JkX(yzR{1VRVF!AZ$fY)s91vb1lI~%R+?`b zNK567gWR&4rlzLNVE>2@G@!Z61`Os&N^I?j_@jhih-(6)!08dLAsft2x-ISqUJQPn zTaHuyxmWa<TL0%s8anY2K)4VK{8@Ie98j9-M!wTGdwJm=Obhg3dV8Zn6*Fh)mip-^ zfqSC)r0@y6R)k&FYHPTVG-$XO^7jJGk^};D;t~%<;DyMxIPv1~GKiXijaY#CB>qln zYz*HW`U}F8yofnEn@+!UJ3t?>=eCPH9*@;PrBe0Gj8!ybNFquPO9lfs8Wl~=f>u*7 zaUrq@9-#BkYVve;WI(}emY~Q-GM-ETfdv?v&poF1eef1&fh6a_+;CKeLhv&G7xh|v cihj-AI$rCr)w3cJJa3Bi*Xx-V7@H3N3Z?hovj6}9 literal 0 HcmV?d00001 -- GitLab From 1e2faf8edb944778b35b9fd0ad3fed89d53814ea Mon Sep 17 00:00:00 2001 From: Jialei Ding <j.d.ding@tudelft.nl> Date: Thu, 17 Oct 2024 13:50:57 +0200 Subject: [PATCH 3/3] final --- content/GA_1_6/Analysis_solution.html | 8893 +++++++++++++++++ content/GA_1_6/Analysis_solution.ipynb | 60 +- content/GA_1_6/Report_solution.html | 1158 +++ content/GA_1_6/Report_solution.md | 56 +- .../fonts/KaTeX_AMS-Regular.ttf | 1 + .../fonts/KaTeX_AMS-Regular.woff | 1 + .../fonts/KaTeX_AMS-Regular.woff2 | 1 + .../fonts/KaTeX_Caligraphic-Bold.ttf | 1 + .../fonts/KaTeX_Caligraphic-Bold.woff | 1 + .../fonts/KaTeX_Caligraphic-Bold.woff2 | 1 + .../fonts/KaTeX_Caligraphic-Regular.ttf | 1 + .../fonts/KaTeX_Caligraphic-Regular.woff | 1 + .../fonts/KaTeX_Caligraphic-Regular.woff2 | 1 + .../fonts/KaTeX_Fraktur-Bold.ttf | 1 + .../fonts/KaTeX_Fraktur-Bold.woff | 1 + .../fonts/KaTeX_Fraktur-Bold.woff2 | 1 + .../fonts/KaTeX_Fraktur-Regular.ttf | 1 + .../fonts/KaTeX_Fraktur-Regular.woff | 1 + .../fonts/KaTeX_Fraktur-Regular.woff2 | 1 + .../Report_solution/fonts/KaTeX_Main-Bold.ttf | 1 + .../fonts/KaTeX_Main-Bold.woff | 1 + .../fonts/KaTeX_Main-Bold.woff2 | 1 + .../fonts/KaTeX_Main-BoldItalic.ttf | 1 + .../fonts/KaTeX_Main-BoldItalic.woff | 1 + .../fonts/KaTeX_Main-BoldItalic.woff2 | 1 + .../fonts/KaTeX_Main-Italic.ttf | 1 + .../fonts/KaTeX_Main-Italic.woff | 1 + .../fonts/KaTeX_Main-Italic.woff2 | 1 + .../fonts/KaTeX_Main-Regular.ttf | 1 + .../fonts/KaTeX_Main-Regular.woff | 1 + .../fonts/KaTeX_Main-Regular.woff2 | 1 + .../fonts/KaTeX_Math-BoldItalic.ttf | 1 + .../fonts/KaTeX_Math-BoldItalic.woff | 1 + .../fonts/KaTeX_Math-BoldItalic.woff2 | 1 + .../fonts/KaTeX_Math-Italic.ttf | 1 + .../fonts/KaTeX_Math-Italic.woff | 1 + .../fonts/KaTeX_Math-Italic.woff2 | 1 + .../fonts/KaTeX_SansSerif-Bold.ttf | 1 + .../fonts/KaTeX_SansSerif-Bold.woff | 1 + .../fonts/KaTeX_SansSerif-Bold.woff2 | 1 + .../fonts/KaTeX_SansSerif-Italic.ttf | 1 + .../fonts/KaTeX_SansSerif-Italic.woff | 1 + .../fonts/KaTeX_SansSerif-Italic.woff2 | 1 + .../fonts/KaTeX_SansSerif-Regular.ttf | 1 + .../fonts/KaTeX_SansSerif-Regular.woff | 1 + .../fonts/KaTeX_SansSerif-Regular.woff2 | 1 + .../fonts/KaTeX_Script-Regular.ttf | 1 + .../fonts/KaTeX_Script-Regular.woff | 1 + .../fonts/KaTeX_Script-Regular.woff2 | 1 + .../fonts/KaTeX_Size1-Regular.ttf | 1 + .../fonts/KaTeX_Size1-Regular.woff | 1 + .../fonts/KaTeX_Size1-Regular.woff2 | 1 + .../fonts/KaTeX_Size2-Regular.ttf | 1 + .../fonts/KaTeX_Size2-Regular.woff | 1 + .../fonts/KaTeX_Size2-Regular.woff2 | 1 + .../fonts/KaTeX_Size3-Regular.ttf | 1 + .../fonts/KaTeX_Size3-Regular.woff | 1 + .../fonts/KaTeX_Size3-Regular.woff2 | 1 + .../fonts/KaTeX_Size4-Regular.ttf | 1 + .../fonts/KaTeX_Size4-Regular.woff | 1 + .../fonts/KaTeX_Size4-Regular.woff2 | 1 + .../fonts/KaTeX_Typewriter-Regular.ttf | 1 + .../fonts/KaTeX_Typewriter-Regular.woff | 1 + .../fonts/KaTeX_Typewriter-Regular.woff2 | 1 + .../GA_1_6/Report_solution/images/dt_25.png | Bin 0 -> 33531 bytes .../GA_1_6/Report_solution/images/dt_35.png | Bin 0 -> 35029 bytes .../GA_1_6/Report_solution/images/dt_4.png | Bin 0 -> 30241 bytes .../Report_solution/images/stencils.png | Bin 0 -> 13262 bytes .../Report_solution/images/step10000.png | Bin 0 -> 21817 bytes .../Report_solution/images/step1500.png | Bin 0 -> 23618 bytes content/GA_1_6/figures/ts.png | Bin 0 -> 44739 bytes content/GA_1_6/figures/ts2.png | Bin 0 -> 65316 bytes 72 files changed, 10200 insertions(+), 27 deletions(-) create mode 100644 content/GA_1_6/Analysis_solution.html create mode 100644 content/GA_1_6/Report_solution.html create mode 100644 content/GA_1_6/Report_solution/fonts/KaTeX_AMS-Regular.ttf create mode 100644 content/GA_1_6/Report_solution/fonts/KaTeX_AMS-Regular.woff create mode 100644 content/GA_1_6/Report_solution/fonts/KaTeX_AMS-Regular.woff2 create mode 100644 content/GA_1_6/Report_solution/fonts/KaTeX_Caligraphic-Bold.ttf create mode 100644 content/GA_1_6/Report_solution/fonts/KaTeX_Caligraphic-Bold.woff create mode 100644 content/GA_1_6/Report_solution/fonts/KaTeX_Caligraphic-Bold.woff2 create mode 100644 content/GA_1_6/Report_solution/fonts/KaTeX_Caligraphic-Regular.ttf create mode 100644 content/GA_1_6/Report_solution/fonts/KaTeX_Caligraphic-Regular.woff create mode 100644 content/GA_1_6/Report_solution/fonts/KaTeX_Caligraphic-Regular.woff2 create mode 100644 content/GA_1_6/Report_solution/fonts/KaTeX_Fraktur-Bold.ttf create mode 100644 content/GA_1_6/Report_solution/fonts/KaTeX_Fraktur-Bold.woff create mode 100644 content/GA_1_6/Report_solution/fonts/KaTeX_Fraktur-Bold.woff2 create mode 100644 content/GA_1_6/Report_solution/fonts/KaTeX_Fraktur-Regular.ttf create mode 100644 content/GA_1_6/Report_solution/fonts/KaTeX_Fraktur-Regular.woff create mode 100644 content/GA_1_6/Report_solution/fonts/KaTeX_Fraktur-Regular.woff2 create mode 100644 content/GA_1_6/Report_solution/fonts/KaTeX_Main-Bold.ttf create mode 100644 content/GA_1_6/Report_solution/fonts/KaTeX_Main-Bold.woff create mode 100644 content/GA_1_6/Report_solution/fonts/KaTeX_Main-Bold.woff2 create mode 100644 content/GA_1_6/Report_solution/fonts/KaTeX_Main-BoldItalic.ttf create mode 100644 content/GA_1_6/Report_solution/fonts/KaTeX_Main-BoldItalic.woff create mode 100644 content/GA_1_6/Report_solution/fonts/KaTeX_Main-BoldItalic.woff2 create mode 100644 content/GA_1_6/Report_solution/fonts/KaTeX_Main-Italic.ttf create mode 100644 content/GA_1_6/Report_solution/fonts/KaTeX_Main-Italic.woff create mode 100644 content/GA_1_6/Report_solution/fonts/KaTeX_Main-Italic.woff2 create mode 100644 content/GA_1_6/Report_solution/fonts/KaTeX_Main-Regular.ttf create mode 100644 content/GA_1_6/Report_solution/fonts/KaTeX_Main-Regular.woff create mode 100644 content/GA_1_6/Report_solution/fonts/KaTeX_Main-Regular.woff2 create mode 100644 content/GA_1_6/Report_solution/fonts/KaTeX_Math-BoldItalic.ttf create mode 100644 content/GA_1_6/Report_solution/fonts/KaTeX_Math-BoldItalic.woff create mode 100644 content/GA_1_6/Report_solution/fonts/KaTeX_Math-BoldItalic.woff2 create mode 100644 content/GA_1_6/Report_solution/fonts/KaTeX_Math-Italic.ttf create mode 100644 content/GA_1_6/Report_solution/fonts/KaTeX_Math-Italic.woff create mode 100644 content/GA_1_6/Report_solution/fonts/KaTeX_Math-Italic.woff2 create mode 100644 content/GA_1_6/Report_solution/fonts/KaTeX_SansSerif-Bold.ttf create mode 100644 content/GA_1_6/Report_solution/fonts/KaTeX_SansSerif-Bold.woff create mode 100644 content/GA_1_6/Report_solution/fonts/KaTeX_SansSerif-Bold.woff2 create mode 100644 content/GA_1_6/Report_solution/fonts/KaTeX_SansSerif-Italic.ttf create mode 100644 content/GA_1_6/Report_solution/fonts/KaTeX_SansSerif-Italic.woff create mode 100644 content/GA_1_6/Report_solution/fonts/KaTeX_SansSerif-Italic.woff2 create mode 100644 content/GA_1_6/Report_solution/fonts/KaTeX_SansSerif-Regular.ttf create mode 100644 content/GA_1_6/Report_solution/fonts/KaTeX_SansSerif-Regular.woff create mode 100644 content/GA_1_6/Report_solution/fonts/KaTeX_SansSerif-Regular.woff2 create mode 100644 content/GA_1_6/Report_solution/fonts/KaTeX_Script-Regular.ttf create mode 100644 content/GA_1_6/Report_solution/fonts/KaTeX_Script-Regular.woff create mode 100644 content/GA_1_6/Report_solution/fonts/KaTeX_Script-Regular.woff2 create mode 100644 content/GA_1_6/Report_solution/fonts/KaTeX_Size1-Regular.ttf create mode 100644 content/GA_1_6/Report_solution/fonts/KaTeX_Size1-Regular.woff create mode 100644 content/GA_1_6/Report_solution/fonts/KaTeX_Size1-Regular.woff2 create mode 100644 content/GA_1_6/Report_solution/fonts/KaTeX_Size2-Regular.ttf create mode 100644 content/GA_1_6/Report_solution/fonts/KaTeX_Size2-Regular.woff create mode 100644 content/GA_1_6/Report_solution/fonts/KaTeX_Size2-Regular.woff2 create mode 100644 content/GA_1_6/Report_solution/fonts/KaTeX_Size3-Regular.ttf create mode 100644 content/GA_1_6/Report_solution/fonts/KaTeX_Size3-Regular.woff create mode 100644 content/GA_1_6/Report_solution/fonts/KaTeX_Size3-Regular.woff2 create mode 100644 content/GA_1_6/Report_solution/fonts/KaTeX_Size4-Regular.ttf create mode 100644 content/GA_1_6/Report_solution/fonts/KaTeX_Size4-Regular.woff create mode 100644 content/GA_1_6/Report_solution/fonts/KaTeX_Size4-Regular.woff2 create mode 100644 content/GA_1_6/Report_solution/fonts/KaTeX_Typewriter-Regular.ttf create mode 100644 content/GA_1_6/Report_solution/fonts/KaTeX_Typewriter-Regular.woff create mode 100644 content/GA_1_6/Report_solution/fonts/KaTeX_Typewriter-Regular.woff2 create mode 100644 content/GA_1_6/Report_solution/images/dt_25.png create mode 100644 content/GA_1_6/Report_solution/images/dt_35.png create mode 100644 content/GA_1_6/Report_solution/images/dt_4.png create mode 100644 content/GA_1_6/Report_solution/images/stencils.png create mode 100644 content/GA_1_6/Report_solution/images/step10000.png create mode 100644 content/GA_1_6/Report_solution/images/step1500.png create mode 100644 content/GA_1_6/figures/ts.png create mode 100644 content/GA_1_6/figures/ts2.png diff --git a/content/GA_1_6/Analysis_solution.html b/content/GA_1_6/Analysis_solution.html new file mode 100644 index 00000000..b8ef8add --- /dev/null +++ b/content/GA_1_6/Analysis_solution.html @@ -0,0 +1,8893 @@ +<!DOCTYPE html> + +<html lang="en"> +<head><meta charset="utf-8"/> +<meta content="width=device-width, initial-scale=1.0" name="viewport"/> +<title>Analysis_solution</title><script src="https://cdnjs.cloudflare.com/ajax/libs/require.js/2.1.10/require.min.js"></script><script> +(function() { + function addWidgetsRenderer() { + var mimeElement = document.querySelector('script[type="application/vnd.jupyter.widget-view+json"]'); + var scriptElement = document.createElement('script'); + + var widgetRendererSrc = 'https://unpkg.com/@jupyter-widgets/html-manager@*/dist/embed-amd.js'; + + var widgetState; + + // Fallback for older version: + try { + widgetState = mimeElement && JSON.parse(mimeElement.innerHTML); + + if (widgetState && (widgetState.version_major < 2 || !widgetState.version_major)) { + + var widgetRendererSrc = 'https://unpkg.com/@jupyter-js-widgets@*/dist/embed.js'; + + } + } catch(e) {} + + scriptElement.src = widgetRendererSrc; + document.body.appendChild(scriptElement); + } + + document.addEventListener('DOMContentLoaded', addWidgetsRenderer); +}()); +</script> +<style type="text/css"> + pre { line-height: 125%; } +td.linenos .normal { color: inherit; background-color: transparent; padding-left: 5px; padding-right: 5px; } +span.linenos { color: inherit; background-color: transparent; padding-left: 5px; padding-right: 5px; } +td.linenos .special { color: #000000; background-color: #ffffc0; padding-left: 5px; padding-right: 5px; } +span.linenos.special { color: #000000; background-color: #ffffc0; padding-left: 5px; padding-right: 5px; } +.highlight .hll { background-color: var(--jp-cell-editor-active-background) } +.highlight { background: var(--jp-cell-editor-background); color: var(--jp-mirror-editor-variable-color) } +.highlight .c { color: var(--jp-mirror-editor-comment-color); font-style: italic } /* Comment */ +.highlight .err { color: var(--jp-mirror-editor-error-color) } /* Error */ +.highlight .k { color: var(--jp-mirror-editor-keyword-color); font-weight: bold } /* Keyword */ +.highlight .o { color: var(--jp-mirror-editor-operator-color); font-weight: bold } /* Operator */ +.highlight .p { color: var(--jp-mirror-editor-punctuation-color) } /* Punctuation */ +.highlight .ch { color: var(--jp-mirror-editor-comment-color); font-style: italic } /* Comment.Hashbang */ +.highlight .cm { color: var(--jp-mirror-editor-comment-color); font-style: italic } /* Comment.Multiline */ +.highlight .cp { color: var(--jp-mirror-editor-comment-color); font-style: italic } /* Comment.Preproc */ +.highlight .cpf { color: var(--jp-mirror-editor-comment-color); font-style: italic } /* Comment.PreprocFile */ +.highlight .c1 { color: var(--jp-mirror-editor-comment-color); font-style: italic } /* Comment.Single */ +.highlight .cs { color: var(--jp-mirror-editor-comment-color); font-style: italic } /* Comment.Special */ +.highlight .kc { color: var(--jp-mirror-editor-keyword-color); font-weight: bold } /* Keyword.Constant */ +.highlight .kd { color: var(--jp-mirror-editor-keyword-color); font-weight: bold } /* Keyword.Declaration */ +.highlight .kn { color: var(--jp-mirror-editor-keyword-color); font-weight: bold } /* Keyword.Namespace */ +.highlight .kp { color: var(--jp-mirror-editor-keyword-color); font-weight: bold } /* Keyword.Pseudo */ +.highlight .kr { color: var(--jp-mirror-editor-keyword-color); font-weight: bold } /* Keyword.Reserved */ +.highlight .kt { color: var(--jp-mirror-editor-keyword-color); font-weight: bold } /* Keyword.Type */ +.highlight .m { color: var(--jp-mirror-editor-number-color) } /* Literal.Number */ +.highlight .s { color: var(--jp-mirror-editor-string-color) } /* Literal.String */ +.highlight .ow { color: var(--jp-mirror-editor-operator-color); font-weight: bold } /* Operator.Word */ +.highlight .pm { color: var(--jp-mirror-editor-punctuation-color) } /* Punctuation.Marker */ +.highlight .w { color: var(--jp-mirror-editor-variable-color) } /* Text.Whitespace */ +.highlight .mb { color: var(--jp-mirror-editor-number-color) } /* Literal.Number.Bin */ +.highlight .mf { color: var(--jp-mirror-editor-number-color) } /* Literal.Number.Float */ +.highlight .mh { color: var(--jp-mirror-editor-number-color) } /* Literal.Number.Hex */ +.highlight .mi { color: var(--jp-mirror-editor-number-color) } /* Literal.Number.Integer */ +.highlight .mo { color: var(--jp-mirror-editor-number-color) } /* Literal.Number.Oct */ +.highlight .sa { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Affix */ +.highlight .sb { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Backtick */ +.highlight .sc { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Char */ +.highlight .dl { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Delimiter */ +.highlight .sd { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Doc */ +.highlight .s2 { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Double */ +.highlight .se { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Escape */ +.highlight .sh { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Heredoc */ +.highlight .si { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Interpol */ +.highlight .sx { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Other */ +.highlight .sr { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Regex */ +.highlight .s1 { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Single */ +.highlight .ss { color: var(--jp-mirror-editor-string-color) } /* Literal.String.Symbol */ +.highlight .il { color: var(--jp-mirror-editor-number-color) } /* Literal.Number.Integer.Long */ + </style> +<style type="text/css"> +/*----------------------------------------------------------------------------- +| Copyright (c) Jupyter Development Team. +| Distributed under the terms of the Modified BSD License. +|----------------------------------------------------------------------------*/ + +/* + * Mozilla scrollbar styling + */ + +/* use standard opaque scrollbars for most nodes */ +[data-jp-theme-scrollbars='true'] { + scrollbar-color: rgb(var(--jp-scrollbar-thumb-color)) + var(--jp-scrollbar-background-color); +} + +/* for code nodes, use a transparent style of scrollbar. These selectors + * will match lower in the tree, and so will override the above */ +[data-jp-theme-scrollbars='true'] .CodeMirror-hscrollbar, +[data-jp-theme-scrollbars='true'] .CodeMirror-vscrollbar { + scrollbar-color: rgba(var(--jp-scrollbar-thumb-color), 0.5) transparent; +} + +/* tiny scrollbar */ + +.jp-scrollbar-tiny { + scrollbar-color: rgba(var(--jp-scrollbar-thumb-color), 0.5) transparent; + scrollbar-width: thin; +} + +/* tiny scrollbar */ + +.jp-scrollbar-tiny::-webkit-scrollbar, +.jp-scrollbar-tiny::-webkit-scrollbar-corner { + background-color: transparent; + height: 4px; + width: 4px; +} + +.jp-scrollbar-tiny::-webkit-scrollbar-thumb { + background: rgba(var(--jp-scrollbar-thumb-color), 0.5); +} + +.jp-scrollbar-tiny::-webkit-scrollbar-track:horizontal { + border-left: 0 solid transparent; + border-right: 0 solid transparent; +} + +.jp-scrollbar-tiny::-webkit-scrollbar-track:vertical { + border-top: 0 solid transparent; + border-bottom: 0 solid transparent; +} + +/* + * Lumino + */ + +.lm-ScrollBar[data-orientation='horizontal'] { + min-height: 16px; + max-height: 16px; + min-width: 45px; + border-top: 1px solid #a0a0a0; +} + +.lm-ScrollBar[data-orientation='vertical'] { + min-width: 16px; + max-width: 16px; + min-height: 45px; + border-left: 1px solid #a0a0a0; +} + +.lm-ScrollBar-button { + background-color: #f0f0f0; + background-position: center center; + min-height: 15px; + max-height: 15px; + min-width: 15px; + max-width: 15px; +} + +.lm-ScrollBar-button:hover { + background-color: #dadada; +} + +.lm-ScrollBar-button.lm-mod-active { + background-color: #cdcdcd; +} + +.lm-ScrollBar-track { + background: #f0f0f0; +} + +.lm-ScrollBar-thumb { + background: #cdcdcd; +} + +.lm-ScrollBar-thumb:hover { + background: #bababa; +} + +.lm-ScrollBar-thumb.lm-mod-active { + background: #a0a0a0; +} + +.lm-ScrollBar[data-orientation='horizontal'] .lm-ScrollBar-thumb { + height: 100%; + min-width: 15px; + border-left: 1px solid #a0a0a0; + border-right: 1px solid #a0a0a0; +} + +.lm-ScrollBar[data-orientation='vertical'] .lm-ScrollBar-thumb { + width: 100%; + min-height: 15px; + border-top: 1px solid #a0a0a0; + border-bottom: 1px solid #a0a0a0; +} + +.lm-ScrollBar[data-orientation='horizontal'] + .lm-ScrollBar-button[data-action='decrement'] { + background-image: var(--jp-icon-caret-left); + background-size: 17px; +} + +.lm-ScrollBar[data-orientation='horizontal'] + .lm-ScrollBar-button[data-action='increment'] { + background-image: var(--jp-icon-caret-right); + background-size: 17px; +} + +.lm-ScrollBar[data-orientation='vertical'] + .lm-ScrollBar-button[data-action='decrement'] { + background-image: var(--jp-icon-caret-up); + background-size: 17px; +} + +.lm-ScrollBar[data-orientation='vertical'] + .lm-ScrollBar-button[data-action='increment'] { + background-image: var(--jp-icon-caret-down); + background-size: 17px; +} + +/* + * Copyright (c) Jupyter Development Team. + * Distributed under the terms of the Modified BSD License. + */ + +/*----------------------------------------------------------------------------- +| Copyright (c) Jupyter Development Team. +| Copyright (c) 2014-2017, PhosphorJS Contributors +| +| Distributed under the terms of the BSD 3-Clause License. +| +| The full license is in the file LICENSE, distributed with this software. +|----------------------------------------------------------------------------*/ + +.lm-Widget { + box-sizing: border-box; + position: relative; + overflow: hidden; +} + +.lm-Widget.lm-mod-hidden { + display: none !important; +} + +/* + * Copyright (c) Jupyter Development Team. + * Distributed under the terms of the Modified BSD License. + */ + +.lm-AccordionPanel[data-orientation='horizontal'] > .lm-AccordionPanel-title { + /* Title is rotated for horizontal accordion panel using CSS */ + display: block; + transform-origin: top left; + transform: rotate(-90deg) translate(-100%); +} + +/* + * Copyright (c) Jupyter Development Team. + * Distributed under the terms of the Modified BSD License. + */ + +/*----------------------------------------------------------------------------- +| Copyright (c) Jupyter Development Team. +| Copyright (c) 2014-2017, PhosphorJS Contributors +| +| Distributed under the terms of the BSD 3-Clause License. +| +| The full license is in the file LICENSE, distributed with this software. +|----------------------------------------------------------------------------*/ + +.lm-CommandPalette { + display: flex; + flex-direction: column; + -webkit-user-select: none; + -moz-user-select: none; + -ms-user-select: none; + user-select: none; +} + +.lm-CommandPalette-search { + flex: 0 0 auto; +} + +.lm-CommandPalette-content { + flex: 1 1 auto; + margin: 0; + padding: 0; + min-height: 0; + overflow: auto; + list-style-type: none; +} + +.lm-CommandPalette-header { + overflow: hidden; + white-space: nowrap; + text-overflow: ellipsis; +} + +.lm-CommandPalette-item { + display: flex; + flex-direction: row; +} + +.lm-CommandPalette-itemIcon { + flex: 0 0 auto; +} + +.lm-CommandPalette-itemContent { + flex: 1 1 auto; + overflow: hidden; +} + +.lm-CommandPalette-itemShortcut { + flex: 0 0 auto; +} + +.lm-CommandPalette-itemLabel { + overflow: hidden; + white-space: nowrap; + text-overflow: ellipsis; +} + +.lm-close-icon { + border: 1px solid transparent; + background-color: transparent; + position: absolute; + z-index: 1; + right: 3%; + top: 0; + bottom: 0; + margin: auto; + padding: 7px 0; + display: none; + vertical-align: middle; + outline: 0; + cursor: pointer; +} +.lm-close-icon:after { + content: 'X'; + display: block; + width: 15px; + height: 15px; + text-align: center; + color: #000; + font-weight: normal; + font-size: 12px; + cursor: pointer; +} + +/* + * Copyright (c) Jupyter Development Team. + * Distributed under the terms of the Modified BSD License. + */ + +/*----------------------------------------------------------------------------- +| Copyright (c) Jupyter Development Team. +| Copyright (c) 2014-2017, PhosphorJS Contributors +| +| Distributed under the terms of the BSD 3-Clause License. +| +| The full license is in the file LICENSE, distributed with this software. +|----------------------------------------------------------------------------*/ + +.lm-DockPanel { + z-index: 0; +} + +.lm-DockPanel-widget { + z-index: 0; +} + +.lm-DockPanel-tabBar { + z-index: 1; +} + +.lm-DockPanel-handle { + z-index: 2; +} + +.lm-DockPanel-handle.lm-mod-hidden { + display: none !important; +} + +.lm-DockPanel-handle:after { + position: absolute; + top: 0; + left: 0; + width: 100%; + height: 100%; + content: ''; +} + +.lm-DockPanel-handle[data-orientation='horizontal'] { + cursor: ew-resize; +} + +.lm-DockPanel-handle[data-orientation='vertical'] { + cursor: ns-resize; +} + +.lm-DockPanel-handle[data-orientation='horizontal']:after { + left: 50%; + min-width: 8px; + transform: translateX(-50%); +} + +.lm-DockPanel-handle[data-orientation='vertical']:after { + top: 50%; + min-height: 8px; + transform: translateY(-50%); +} + +.lm-DockPanel-overlay { + z-index: 3; + box-sizing: border-box; + pointer-events: none; +} + +.lm-DockPanel-overlay.lm-mod-hidden { + display: none !important; +} + +/* + * Copyright (c) Jupyter Development Team. + * Distributed under the terms of the Modified BSD License. + */ + +/*----------------------------------------------------------------------------- +| Copyright (c) Jupyter Development Team. +| Copyright (c) 2014-2017, PhosphorJS Contributors +| +| Distributed under the terms of the BSD 3-Clause License. +| +| The full license is in the file LICENSE, distributed with this software. +|----------------------------------------------------------------------------*/ + +.lm-Menu { + z-index: 10000; + position: absolute; + white-space: nowrap; + overflow-x: hidden; + overflow-y: auto; + outline: none; + -webkit-user-select: none; + -moz-user-select: none; + -ms-user-select: none; + user-select: none; +} + +.lm-Menu-content { + margin: 0; + padding: 0; + display: table; + list-style-type: none; +} + +.lm-Menu-item { + display: table-row; +} + +.lm-Menu-item.lm-mod-hidden, +.lm-Menu-item.lm-mod-collapsed { + display: none !important; +} + +.lm-Menu-itemIcon, +.lm-Menu-itemSubmenuIcon { + display: table-cell; + text-align: center; +} + +.lm-Menu-itemLabel { + display: table-cell; + text-align: left; +} + +.lm-Menu-itemShortcut { + display: table-cell; + text-align: right; +} + +/* + * Copyright (c) Jupyter Development Team. + * Distributed under the terms of the Modified BSD License. + */ + +/*----------------------------------------------------------------------------- +| Copyright (c) Jupyter Development Team. +| Copyright (c) 2014-2017, PhosphorJS Contributors +| +| Distributed under the terms of the BSD 3-Clause License. +| +| The full license is in the file LICENSE, distributed with this software. +|----------------------------------------------------------------------------*/ + +.lm-MenuBar { + outline: none; + -webkit-user-select: none; + -moz-user-select: none; + -ms-user-select: none; + user-select: none; +} + +.lm-MenuBar-content { + margin: 0; + padding: 0; + display: flex; + flex-direction: row; + list-style-type: none; +} + +.lm-MenuBar-item { + box-sizing: border-box; +} + +.lm-MenuBar-itemIcon, +.lm-MenuBar-itemLabel { + display: inline-block; +} + +/* + * Copyright (c) Jupyter Development Team. + * Distributed under the terms of the Modified BSD License. + */ + +/*----------------------------------------------------------------------------- +| Copyright (c) Jupyter Development Team. +| Copyright (c) 2014-2017, PhosphorJS Contributors +| +| Distributed under the terms of the BSD 3-Clause License. +| +| The full license is in the file LICENSE, distributed with this software. +|----------------------------------------------------------------------------*/ + +.lm-ScrollBar { + display: flex; + -webkit-user-select: none; + -moz-user-select: none; + -ms-user-select: none; + user-select: none; +} + +.lm-ScrollBar[data-orientation='horizontal'] { + flex-direction: row; +} + +.lm-ScrollBar[data-orientation='vertical'] { + flex-direction: column; +} + +.lm-ScrollBar-button { + box-sizing: border-box; + flex: 0 0 auto; +} + +.lm-ScrollBar-track { + box-sizing: border-box; + position: relative; + overflow: hidden; + flex: 1 1 auto; +} + +.lm-ScrollBar-thumb { + box-sizing: border-box; + position: absolute; +} + +/* + * Copyright (c) Jupyter Development Team. + * Distributed under the terms of the Modified BSD License. + */ + +/*----------------------------------------------------------------------------- +| Copyright (c) Jupyter Development Team. +| Copyright (c) 2014-2017, PhosphorJS Contributors +| +| Distributed under the terms of the BSD 3-Clause License. +| +| The full license is in the file LICENSE, distributed with this software. +|----------------------------------------------------------------------------*/ + +.lm-SplitPanel-child { + z-index: 0; +} + +.lm-SplitPanel-handle { + z-index: 1; +} + +.lm-SplitPanel-handle.lm-mod-hidden { + display: none !important; +} + +.lm-SplitPanel-handle:after { + position: absolute; + top: 0; + left: 0; + width: 100%; + height: 100%; + content: ''; +} + +.lm-SplitPanel[data-orientation='horizontal'] > .lm-SplitPanel-handle { + cursor: ew-resize; +} + +.lm-SplitPanel[data-orientation='vertical'] > .lm-SplitPanel-handle { + cursor: ns-resize; +} + +.lm-SplitPanel[data-orientation='horizontal'] > .lm-SplitPanel-handle:after { + left: 50%; + min-width: 8px; + transform: translateX(-50%); +} + +.lm-SplitPanel[data-orientation='vertical'] > .lm-SplitPanel-handle:after { + top: 50%; + min-height: 8px; + transform: translateY(-50%); +} + +/* + * Copyright (c) Jupyter Development Team. + * Distributed under the terms of the Modified BSD License. + */ + +/*----------------------------------------------------------------------------- +| Copyright (c) Jupyter Development Team. +| Copyright (c) 2014-2017, PhosphorJS Contributors +| +| Distributed under the terms of the BSD 3-Clause License. +| +| The full license is in the file LICENSE, distributed with this software. +|----------------------------------------------------------------------------*/ + +.lm-TabBar { + display: flex; + -webkit-user-select: none; + -moz-user-select: none; + -ms-user-select: none; + user-select: none; +} + +.lm-TabBar[data-orientation='horizontal'] { + flex-direction: row; + align-items: flex-end; +} + +.lm-TabBar[data-orientation='vertical'] { + flex-direction: column; + align-items: flex-end; +} + +.lm-TabBar-content { + margin: 0; + padding: 0; + display: flex; + flex: 1 1 auto; + list-style-type: none; +} + +.lm-TabBar[data-orientation='horizontal'] > .lm-TabBar-content { + flex-direction: row; +} + +.lm-TabBar[data-orientation='vertical'] > .lm-TabBar-content { + flex-direction: column; +} + +.lm-TabBar-tab { + display: flex; + flex-direction: row; + box-sizing: border-box; + overflow: hidden; + touch-action: none; /* Disable native Drag/Drop */ +} + +.lm-TabBar-tabIcon, +.lm-TabBar-tabCloseIcon { + flex: 0 0 auto; +} + +.lm-TabBar-tabLabel { + flex: 1 1 auto; + overflow: hidden; + white-space: nowrap; +} + +.lm-TabBar-tabInput { + user-select: all; + width: 100%; + box-sizing: border-box; +} + +.lm-TabBar-tab.lm-mod-hidden { + display: none !important; +} + +.lm-TabBar-addButton.lm-mod-hidden { + display: none !important; +} + +.lm-TabBar.lm-mod-dragging .lm-TabBar-tab { + position: relative; +} + +.lm-TabBar.lm-mod-dragging[data-orientation='horizontal'] .lm-TabBar-tab { + left: 0; + transition: left 150ms ease; +} + +.lm-TabBar.lm-mod-dragging[data-orientation='vertical'] .lm-TabBar-tab { + top: 0; + transition: top 150ms ease; +} + +.lm-TabBar.lm-mod-dragging .lm-TabBar-tab.lm-mod-dragging { + transition: none; +} + +.lm-TabBar-tabLabel .lm-TabBar-tabInput { + user-select: all; + width: 100%; + box-sizing: border-box; + background: inherit; +} + +/* + * Copyright (c) Jupyter Development Team. + * Distributed under the terms of the Modified BSD License. + */ + +/*----------------------------------------------------------------------------- +| Copyright (c) Jupyter Development Team. +| Copyright (c) 2014-2017, PhosphorJS Contributors +| +| Distributed under the terms of the BSD 3-Clause License. +| +| The full license is in the file LICENSE, distributed with this software. +|----------------------------------------------------------------------------*/ + +.lm-TabPanel-tabBar { + z-index: 1; +} + +.lm-TabPanel-stackedPanel { + z-index: 0; +} + +/* + * Copyright (c) Jupyter Development Team. + * Distributed under the terms of the Modified BSD License. + */ + +/*----------------------------------------------------------------------------- +| Copyright (c) Jupyter Development Team. +| Copyright (c) 2014-2017, PhosphorJS Contributors +| +| Distributed under the terms of the BSD 3-Clause License. +| +| The full license is in the file LICENSE, distributed with this software. +|----------------------------------------------------------------------------*/ + +/*----------------------------------------------------------------------------- +| Copyright (c) Jupyter Development Team. +| Distributed under the terms of the Modified BSD License. +|----------------------------------------------------------------------------*/ + +.jp-Collapse { + display: flex; + flex-direction: column; + align-items: stretch; +} + +.jp-Collapse-header { + padding: 1px 12px; + background-color: var(--jp-layout-color1); + border-bottom: solid var(--jp-border-width) var(--jp-border-color2); + color: var(--jp-ui-font-color1); + cursor: pointer; + display: flex; + align-items: center; + font-size: var(--jp-ui-font-size0); + font-weight: 600; + text-transform: uppercase; + user-select: none; +} + +.jp-Collapser-icon { + height: 16px; +} + +.jp-Collapse-header-collapsed .jp-Collapser-icon { + transform: rotate(-90deg); + margin: auto 0; +} + +.jp-Collapser-title { + line-height: 25px; +} + +.jp-Collapse-contents { + padding: 0 12px; + background-color: var(--jp-layout-color1); + color: var(--jp-ui-font-color1); + overflow: auto; +} + +/*----------------------------------------------------------------------------- +| Copyright (c) Jupyter Development Team. +| Distributed under the terms of the Modified BSD License. +|----------------------------------------------------------------------------*/ + +/* This file was auto-generated by ensureUiComponents() in @jupyterlab/buildutils */ + +/** + * (DEPRECATED) Support for consuming icons as CSS background images + */ + +/* Icons urls */ + +:root { + --jp-icon-add-above: url(data:image/svg+xml;base64,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); + --jp-icon-add-below: url(data:image/svg+xml;base64,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); + --jp-icon-add: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTE5IDEzaC02djZoLTJ2LTZINXYtMmg2VjVoMnY2aDZ2MnoiLz4KICA8L2c+Cjwvc3ZnPgo=); + --jp-icon-bell: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDE2IDE2IiB2ZXJzaW9uPSIxLjEiPgogICA8cGF0aCBjbGFzcz0ianAtaWNvbjIganAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjMzMzMzMzIgogICAgICBkPSJtOCAwLjI5Yy0xLjQgMC0yLjcgMC43My0zLjYgMS44LTEuMiAxLjUtMS40IDMuNC0xLjUgNS4yLTAuMTggMi4yLTAuNDQgNC0yLjMgNS4zbDAuMjggMS4zaDVjMC4wMjYgMC42NiAwLjMyIDEuMSAwLjcxIDEuNSAwLjg0IDAuNjEgMiAwLjYxIDIuOCAwIDAuNTItMC40IDAuNi0xIDAuNzEtMS41aDVsMC4yOC0xLjNjLTEuOS0wLjk3LTIuMi0zLjMtMi4zLTUuMy0wLjEzLTEuOC0wLjI2LTMuNy0xLjUtNS4yLTAuODUtMS0yLjItMS44LTMuNi0xLjh6bTAgMS40YzAuODggMCAxLjkgMC41NSAyLjUgMS4zIDAuODggMS4xIDEuMSAyLjcgMS4yIDQuNCAwLjEzIDEuNyAwLjIzIDMuNiAxLjMgNS4yaC0xMGMxLjEtMS42IDEuMi0zLjQgMS4zLTUuMiAwLjEzLTEuNyAwLjMtMy4zIDEuMi00LjQgMC41OS0wLjcyIDEuNi0xLjMgMi41LTEuM3ptLTAuNzQgMTJoMS41Yy0wLjAwMTUgMC4yOCAwLjAxNSAwLjc5LTAuNzQgMC43OS0wLjczIDAuMDAxNi0wLjcyLTAuNTMtMC43NC0wLjc5eiIgLz4KPC9zdmc+Cg==); + --jp-icon-bug-dot: url(data:image/svg+xml;base64,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); + --jp-icon-bug: url(data:image/svg+xml;base64,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); + --jp-icon-build: url(data:image/svg+xml;base64,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); + --jp-icon-caret-down-empty-thin: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDIwIDIwIj4KCTxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSIgc2hhcGUtcmVuZGVyaW5nPSJnZW9tZXRyaWNQcmVjaXNpb24iPgoJCTxwb2x5Z29uIGNsYXNzPSJzdDEiIHBvaW50cz0iOS45LDEzLjYgMy42LDcuNCA0LjQsNi42IDkuOSwxMi4yIDE1LjQsNi43IDE2LjEsNy40ICIvPgoJPC9nPgo8L3N2Zz4K); + --jp-icon-caret-down-empty: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDE4IDE4Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiIHNoYXBlLXJlbmRlcmluZz0iZ2VvbWV0cmljUHJlY2lzaW9uIj4KICAgIDxwYXRoIGQ9Ik01LjIsNS45TDksOS43bDMuOC0zLjhsMS4yLDEuMmwtNC45LDVsLTQuOS01TDUuMiw1Ljl6Ii8+CiAgPC9nPgo8L3N2Zz4K); + --jp-icon-caret-down: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDE4IDE4Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiIHNoYXBlLXJlbmRlcmluZz0iZ2VvbWV0cmljUHJlY2lzaW9uIj4KICAgIDxwYXRoIGQ9Ik01LjIsNy41TDksMTEuMmwzLjgtMy44SDUuMnoiLz4KICA8L2c+Cjwvc3ZnPgo=); + --jp-icon-caret-left: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDE4IDE4Ij4KCTxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSIgc2hhcGUtcmVuZGVyaW5nPSJnZW9tZXRyaWNQcmVjaXNpb24iPgoJCTxwYXRoIGQ9Ik0xMC44LDEyLjhMNy4xLDlsMy44LTMuOGwwLDcuNkgxMC44eiIvPgogIDwvZz4KPC9zdmc+Cg==); + --jp-icon-caret-right: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDE4IDE4Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiIHNoYXBlLXJlbmRlcmluZz0iZ2VvbWV0cmljUHJlY2lzaW9uIj4KICAgIDxwYXRoIGQ9Ik03LjIsNS4yTDEwLjksOWwtMy44LDMuOFY1LjJINy4yeiIvPgogIDwvZz4KPC9zdmc+Cg==); + --jp-icon-caret-up-empty-thin: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDIwIDIwIj4KCTxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSIgc2hhcGUtcmVuZGVyaW5nPSJnZW9tZXRyaWNQcmVjaXNpb24iPgoJCTxwb2x5Z29uIGNsYXNzPSJzdDEiIHBvaW50cz0iMTUuNCwxMy4zIDkuOSw3LjcgNC40LDEzLjIgMy42LDEyLjUgOS45LDYuMyAxNi4xLDEyLjYgIi8+Cgk8L2c+Cjwvc3ZnPgo=); + --jp-icon-caret-up: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDE4IDE4Ij4KCTxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSIgc2hhcGUtcmVuZGVyaW5nPSJnZW9tZXRyaWNQcmVjaXNpb24iPgoJCTxwYXRoIGQ9Ik01LjIsMTAuNUw5LDYuOGwzLjgsMy44SDUuMnoiLz4KICA8L2c+Cjwvc3ZnPgo=); + --jp-icon-case-sensitive: url(data:image/svg+xml;base64,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); + --jp-icon-check: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMganAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjNjE2MTYxIj4KICAgIDxwYXRoIGQ9Ik05IDE2LjE3TDQuODMgMTJsLTEuNDIgMS40MUw5IDE5IDIxIDdsLTEuNDEtMS40MXoiLz4KICA8L2c+Cjwvc3ZnPgo=); + --jp-icon-circle-empty: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTEyIDJDNi40NyAyIDIgNi40NyAyIDEyczQuNDcgMTAgMTAgMTAgMTAtNC40NyAxMC0xMFMxNy41MyAyIDEyIDJ6bTAgMThjLTQuNDEgMC04LTMuNTktOC04czMuNTktOCA4LTggOCAzLjU5IDggOC0zLjU5IDgtOCA4eiIvPgogIDwvZz4KPC9zdmc+Cg==); + --jp-icon-circle: url(data:image/svg+xml;base64,PHN2ZyB2aWV3Qm94PSIwIDAgMTggMTgiIHdpZHRoPSIxNiIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPGNpcmNsZSBjeD0iOSIgY3k9IjkiIHI9IjgiLz4KICA8L2c+Cjwvc3ZnPgo=); + --jp-icon-clear: url(data:image/svg+xml;base64,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); + --jp-icon-close: url(data:image/svg+xml;base64,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); + --jp-icon-code-check: url(data:image/svg+xml;base64,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); + --jp-icon-code: url(data:image/svg+xml;base64,PHN2ZyB3aWR0aD0iMjIiIGhlaWdodD0iMjIiIHZpZXdCb3g9IjAgMCAyOCAyOCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KCTxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CgkJPHBhdGggZD0iTTExLjQgMTguNkw2LjggMTRMMTEuNCA5LjRMMTAgOEw0IDE0TDEwIDIwTDExLjQgMTguNlpNMTYuNiAxOC42TDIxLjIgMTRMMTYuNiA5LjRMMTggOEwyNCAxNEwxOCAyMEwxNi42IDE4LjZWMTguNloiLz4KCTwvZz4KPC9zdmc+Cg==); + --jp-icon-collapse-all: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGgKICAgICAgICAgICAgZD0iTTggMmMxIDAgMTEgMCAxMiAwczIgMSAyIDJjMCAxIDAgMTEgMCAxMnMwIDItMiAyQzIwIDE0IDIwIDQgMjAgNFMxMCA0IDYgNGMwLTIgMS0yIDItMnoiIC8+CiAgICAgICAgPHBhdGgKICAgICAgICAgICAgZD0iTTE4IDhjMC0xLTEtMi0yLTJTNSA2IDQgNnMtMiAxLTIgMmMwIDEgMCAxMSAwIDEyczEgMiAyIDJjMSAwIDExIDAgMTIgMHMyLTEgMi0yYzAtMSAwLTExIDAtMTJ6bS0yIDB2MTJINFY4eiIgLz4KICAgICAgICA8cGF0aCBkPSJNNiAxM3YyaDh2LTJ6IiAvPgogICAgPC9nPgo8L3N2Zz4K); + --jp-icon-console: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDIwMCAyMDAiPgogIDxnIGNsYXNzPSJqcC1jb25zb2xlLWljb24tYmFja2dyb3VuZC1jb2xvciBqcC1pY29uLXNlbGVjdGFibGUiIGZpbGw9IiMwMjg4RDEiPgogICAgPHBhdGggZD0iTTIwIDE5LjhoMTYwdjE1OS45SDIweiIvPgogIDwvZz4KICA8ZyBjbGFzcz0ianAtY29uc29sZS1pY29uLWNvbG9yIGpwLWljb24tc2VsZWN0YWJsZS1pbnZlcnNlIiBmaWxsPSIjZmZmIj4KICAgIDxwYXRoIGQ9Ik0xMDUgMTI3LjNoNDB2MTIuOGgtNDB6TTUxLjEgNzdMNzQgOTkuOWwtMjMuMyAyMy4zIDEwLjUgMTAuNSAyMy4zLTIzLjNMOTUgOTkuOSA4NC41IDg5LjQgNjEuNiA2Ni41eiIvPgogIDwvZz4KPC9zdmc+Cg==); + --jp-icon-copy: url(data:image/svg+xml;base64,PHN2ZyB2aWV3Qm94PSIwIDAgMTggMTgiIHdpZHRoPSIxNiIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTExLjksMUgzLjJDMi40LDEsMS43LDEuNywxLjcsMi41djEwLjJoMS41VjIuNWg4LjdWMXogTTE0LjEsMy45aC04Yy0wLjgsMC0xLjUsMC43LTEuNSwxLjV2MTAuMmMwLDAuOCwwLjcsMS41LDEuNSwxLjVoOCBjMC44LDAsMS41LTAuNywxLjUtMS41VjUuNEMxNS41LDQuNiwxNC45LDMuOSwxNC4xLDMuOXogTTE0LjEsMTUuNWgtOFY1LjRoOFYxNS41eiIvPgogIDwvZz4KPC9zdmc+Cg==); + --jp-icon-copyright: url(data:image/svg+xml;base64,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); + --jp-icon-cut: url(data:image/svg+xml;base64,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); + --jp-icon-delete: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHZpZXdCb3g9IjAgMCAyNCAyNCIgd2lkdGg9IjE2cHgiIGhlaWdodD0iMTZweCI+CiAgICA8cGF0aCBkPSJNMCAwaDI0djI0SDB6IiBmaWxsPSJub25lIiAvPgogICAgPHBhdGggY2xhc3M9ImpwLWljb24zIiBmaWxsPSIjNjI2MjYyIiBkPSJNNiAxOWMwIDEuMS45IDIgMiAyaDhjMS4xIDAgMi0uOSAyLTJWN0g2djEyek0xOSA0aC0zLjVsLTEtMWgtNWwtMSAxSDV2MmgxNFY0eiIgLz4KPC9zdmc+Cg==); + --jp-icon-download: url(data:image/svg+xml;base64,PHN2ZyB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIxNiIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTE5IDloLTRWM0g5djZINWw3IDcgNy03ek01IDE4djJoMTR2LTJINXoiLz4KICA8L2c+Cjwvc3ZnPgo=); + --jp-icon-duplicate: url(data:image/svg+xml;base64,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); + --jp-icon-edit: url(data:image/svg+xml;base64,PHN2ZyB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIxNiIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTMgMTcuMjVWMjFoMy43NUwxNy44MSA5Ljk0bC0zLjc1LTMuNzVMMyAxNy4yNXpNMjAuNzEgNy4wNGMuMzktLjM5LjM5LTEuMDIgMC0xLjQxbC0yLjM0LTIuMzRjLS4zOS0uMzktMS4wMi0uMzktMS40MSAwbC0xLjgzIDEuODMgMy43NSAzLjc1IDEuODMtMS44M3oiLz4KICA8L2c+Cjwvc3ZnPgo=); + --jp-icon-ellipses: url(data:image/svg+xml;base64,PHN2ZyB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIxNiIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPGNpcmNsZSBjeD0iNSIgY3k9IjEyIiByPSIyIi8+CiAgICA8Y2lyY2xlIGN4PSIxMiIgY3k9IjEyIiByPSIyIi8+CiAgICA8Y2lyY2xlIGN4PSIxOSIgY3k9IjEyIiByPSIyIi8+CiAgPC9nPgo8L3N2Zz4K); + --jp-icon-error: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KPGcgY2xhc3M9ImpwLWljb24zIiBmaWxsPSIjNjE2MTYxIj48Y2lyY2xlIGN4PSIxMiIgY3k9IjE5IiByPSIyIi8+PHBhdGggZD0iTTEwIDNoNHYxMmgtNHoiLz48L2c+CjxwYXRoIGZpbGw9Im5vbmUiIGQ9Ik0wIDBoMjR2MjRIMHoiLz4KPC9zdmc+Cg==); + --jp-icon-expand-all: url(data:image/svg+xml;base64,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); + --jp-icon-extension: url(data:image/svg+xml;base64,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); + --jp-icon-fast-forward: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIyNCIgaGVpZ2h0PSIyNCIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTQgMThsOC41LTZMNCA2djEyem05LTEydjEybDguNS02TDEzIDZ6Ii8+CiAgICA8L2c+Cjwvc3ZnPgo=); + --jp-icon-file-upload: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTkgMTZoNnYtNmg0bC03LTctNyA3aDR6bS00IDJoMTR2Mkg1eiIvPgogIDwvZz4KPC9zdmc+Cg==); + --jp-icon-file: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDIyIDIyIj4KICA8cGF0aCBjbGFzcz0ianAtaWNvbjMganAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjNjE2MTYxIiBkPSJNMTkuMyA4LjJsLTUuNS01LjVjLS4zLS4zLS43LS41LTEuMi0uNUgzLjljLS44LjEtMS42LjktMS42IDEuOHYxNC4xYzAgLjkuNyAxLjYgMS42IDEuNmgxNC4yYy45IDAgMS42LS43IDEuNi0xLjZWOS40Yy4xLS41LS4xLS45LS40LTEuMnptLTUuOC0zLjNsMy40IDMuNmgtMy40VjQuOXptMy45IDEyLjdINC43Yy0uMSAwLS4yIDAtLjItLjJWNC43YzAtLjIuMS0uMy4yLS4zaDcuMnY0LjRzMCAuOC4zIDEuMWMuMy4zIDEuMS4zIDEuMS4zaDQuM3Y3LjJzLS4xLjItLjIuMnoiLz4KPC9zdmc+Cg==); + --jp-icon-filter-dot: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiNGRkYiPgogICAgPHBhdGggZD0iTTE0LDEyVjE5Ljg4QzE0LjA0LDIwLjE4IDEzLjk0LDIwLjUgMTMuNzEsMjAuNzFDMTMuMzIsMjEuMSAxMi42OSwyMS4xIDEyLjMsMjAuNzFMMTAuMjksMTguN0MxMC4wNiwxOC40NyA5Ljk2LDE4LjE2IDEwLDE3Ljg3VjEySDkuOTdMNC4yMSw0LjYyQzMuODcsNC4xOSAzLjk1LDMuNTYgNC4zOCwzLjIyQzQuNTcsMy4wOCA0Ljc4LDMgNSwzVjNIMTlWM0MxOS4yMiwzIDE5LjQzLDMuMDggMTkuNjIsMy4yMkMyMC4wNSwzLjU2IDIwLjEzLDQuMTkgMTkuNzksNC42MkwxNC4wMywxMkgxNFoiIC8+CiAgPC9nPgogIDxnIGNsYXNzPSJqcC1pY29uLWRvdCIgZmlsbD0iI0ZGRiI+CiAgICA8Y2lyY2xlIGN4PSIxOCIgY3k9IjE3IiByPSIzIj48L2NpcmNsZT4KICA8L2c+Cjwvc3ZnPgo=); + --jp-icon-filter-list: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTEwIDE4aDR2LTJoLTR2MnpNMyA2djJoMThWNkgzem0zIDdoMTJ2LTJINnYyeiIvPgogIDwvZz4KPC9zdmc+Cg==); + --jp-icon-filter: url(data:image/svg+xml;base64,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); + --jp-icon-folder-favorite: url(data:image/svg+xml;base64,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); + --jp-icon-folder: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8cGF0aCBjbGFzcz0ianAtaWNvbjMganAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjNjE2MTYxIiBkPSJNMTAgNEg0Yy0xLjEgMC0xLjk5LjktMS45OSAyTDIgMThjMCAxLjEuOSAyIDIgMmgxNmMxLjEgMCAyLS45IDItMlY4YzAtMS4xLS45LTItMi0yaC04bC0yLTJ6Ii8+Cjwvc3ZnPgo=); + --jp-icon-home: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIGhlaWdodD0iMjRweCIgdmlld0JveD0iMCAwIDI0IDI0IiB3aWR0aD0iMjRweCIgZmlsbD0iIzAwMDAwMCI+CiAgPHBhdGggZD0iTTAgMGgyNHYyNEgweiIgZmlsbD0ibm9uZSIvPjxwYXRoIGNsYXNzPSJqcC1pY29uMyBqcC1pY29uLXNlbGVjdGFibGUiIGZpbGw9IiM2MTYxNjEiIGQ9Ik0xMCAyMHYtNmg0djZoNXYtOGgzTDEyIDMgMiAxMmgzdjh6Ii8+Cjwvc3ZnPgo=); + --jp-icon-html5: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDUxMiA1MTIiPgogIDxwYXRoIGNsYXNzPSJqcC1pY29uMCBqcC1pY29uLXNlbGVjdGFibGUiIGZpbGw9IiMwMDAiIGQ9Ik0xMDguNCAwaDIzdjIyLjhoMjEuMlYwaDIzdjY5aC0yM1Y0NmgtMjF2MjNoLTIzLjJNMjA2IDIzaC0yMC4zVjBoNjMuN3YyM0gyMjl2NDZoLTIzbTUzLjUtNjloMjQuMWwxNC44IDI0LjNMMzEzLjIgMGgyNC4xdjY5aC0yM1YzNC44bC0xNi4xIDI0LjgtMTYuMS0yNC44VjY5aC0yMi42bTg5LjItNjloMjN2NDYuMmgzMi42VjY5aC01NS42Ii8+CiAgPHBhdGggY2xhc3M9ImpwLWljb24tc2VsZWN0YWJsZSIgZmlsbD0iI2U0NGQyNiIgZD0iTTEwNy42IDQ3MWwtMzMtMzcwLjRoMzYyLjhsLTMzIDM3MC4yTDI1NS43IDUxMiIvPgogIDxwYXRoIGNsYXNzPSJqcC1pY29uLXNlbGVjdGFibGUiIGZpbGw9IiNmMTY1MjkiIGQ9Ik0yNTYgNDgwLjVWMTMxaDE0OC4zTDM3NiA0NDciLz4KICA8cGF0aCBjbGFzcz0ianAtaWNvbi1zZWxlY3RhYmxlLWludmVyc2UiIGZpbGw9IiNlYmViZWIiIGQ9Ik0xNDIgMTc2LjNoMTE0djQ1LjRoLTY0LjJsNC4yIDQ2LjVoNjB2NDUuM0gxNTQuNG0yIDIyLjhIMjAybDMuMiAzNi4zIDUwLjggMTMuNnY0Ny40bC05My4yLTI2Ii8+CiAgPHBhdGggY2xhc3M9ImpwLWljb24tc2VsZWN0YWJsZS1pbnZlcnNlIiBmaWxsPSIjZmZmIiBkPSJNMzY5LjYgMTc2LjNIMjU1Ljh2NDUuNGgxMDkuNm0tNC4xIDQ2LjVIMjU1Ljh2NDUuNGg1NmwtNS4zIDU5LTUwLjcgMTMuNnY0Ny4ybDkzLTI1LjgiLz4KPC9zdmc+Cg==); + --jp-icon-image: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDIyIDIyIj4KICA8cGF0aCBjbGFzcz0ianAtaWNvbi1icmFuZDQganAtaWNvbi1zZWxlY3RhYmxlLWludmVyc2UiIGZpbGw9IiNGRkYiIGQ9Ik0yLjIgMi4yaDE3LjV2MTcuNUgyLjJ6Ii8+CiAgPHBhdGggY2xhc3M9ImpwLWljb24tYnJhbmQwIGpwLWljb24tc2VsZWN0YWJsZSIgZmlsbD0iIzNGNTFCNSIgZD0iTTIuMiAyLjJ2MTcuNWgxNy41bC4xLTE3LjVIMi4yem0xMi4xIDIuMmMxLjIgMCAyLjIgMSAyLjIgMi4ycy0xIDIuMi0yLjIgMi4yLTIuMi0xLTIuMi0yLjIgMS0yLjIgMi4yLTIuMnpNNC40IDE3LjZsMy4zLTguOCAzLjMgNi42IDIuMi0zLjIgNC40IDUuNEg0LjR6Ii8+Cjwvc3ZnPgo=); + --jp-icon-info: url(data:image/svg+xml;base64,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); + --jp-icon-inspector: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8cGF0aCBjbGFzcz0ianAtaW5zcGVjdG9yLWljb24tY29sb3IganAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjNjE2MTYxIiBkPSJNMjAgNEg0Yy0xLjEgMC0xLjk5LjktMS45OSAyTDIgMThjMCAxLjEuOSAyIDIgMmgxNmMxLjEgMCAyLS45IDItMlY2YzAtMS4xLS45LTItMi0yem0tNSAxNEg0di00aDExdjR6bTAtNUg0VjloMTF2NHptNSA1aC00VjloNHY5eiIvPgo8L3N2Zz4K); + --jp-icon-json: url(data:image/svg+xml;base64,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); + --jp-icon-julia: url(data:image/svg+xml;base64,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); + --jp-icon-jupyter-favicon: url(data:image/svg+xml;base64,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); + --jp-icon-jupyter: url(data:image/svg+xml;base64,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); + --jp-icon-jupyterlab-wordmark: url(data:image/svg+xml;base64,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); + --jp-icon-kernel: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICAgIDxwYXRoIGNsYXNzPSJqcC1pY29uMiIgZmlsbD0iIzYxNjE2MSIgZD0iTTE1IDlIOXY2aDZWOXptLTIgNGgtMnYtMmgydjJ6bTgtMlY5aC0yVjdjMC0xLjEtLjktMi0yLTJoLTJWM2gtMnYyaC0yVjNIOXYySDdjLTEuMSAwLTIgLjktMiAydjJIM3YyaDJ2MkgzdjJoMnYyYzAgMS4xLjkgMiAyIDJoMnYyaDJ2LTJoMnYyaDJ2LTJoMmMxLjEgMCAyLS45IDItMnYtMmgydi0yaC0ydi0yaDJ6bS00IDZIN1Y3aDEwdjEweiIvPgo8L3N2Zz4K); + --jp-icon-keyboard: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8cGF0aCBjbGFzcz0ianAtaWNvbjMganAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjNjE2MTYxIiBkPSJNMjAgNUg0Yy0xLjEgMC0xLjk5LjktMS45OSAyTDIgMTdjMCAxLjEuOSAyIDIgMmgxNmMxLjEgMCAyLS45IDItMlY3YzAtMS4xLS45LTItMi0yem0tOSAzaDJ2MmgtMlY4em0wIDNoMnYyaC0ydi0yek04IDhoMnYySDhWOHptMCAzaDJ2Mkg4di0yem0tMSAySDV2LTJoMnYyem0wLTNINVY4aDJ2MnptOSA3SDh2LTJoOHYyem0wLTRoLTJ2LTJoMnYyem0wLTNoLTJWOGgydjJ6bTMgM2gtMnYtMmgydjJ6bTAtM2gtMlY4aDJ2MnoiLz4KPC9zdmc+Cg==); + --jp-icon-launch: url(data:image/svg+xml;base64,PHN2ZyB2aWV3Qm94PSIwIDAgMzIgMzIiIHdpZHRoPSIzMiIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyBjbGFzcz0ianAtaWNvbjMganAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjNjE2MTYxIj4KICAgIDxwYXRoIGQ9Ik0yNiwyOEg2YTIuMDAyNywyLjAwMjcsMCwwLDEtMi0yVjZBMi4wMDI3LDIuMDAyNywwLDAsMSw2LDRIMTZWNkg2VjI2SDI2VjE2aDJWMjZBMi4wMDI3LDIuMDAyNywwLDAsMSwyNiwyOFoiLz4KICAgIDxwb2x5Z29uIHBvaW50cz0iMjAgMiAyMCA0IDI2LjU4NiA0IDE4IDEyLjU4NiAxOS40MTQgMTQgMjggNS40MTQgMjggMTIgMzAgMTIgMzAgMiAyMCAyIi8+CiAgPC9nPgo8L3N2Zz4K); + --jp-icon-launcher: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8cGF0aCBjbGFzcz0ianAtaWNvbjMganAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjNjE2MTYxIiBkPSJNMTkgMTlINVY1aDdWM0g1YTIgMiAwIDAwLTIgMnYxNGEyIDIgMCAwMDIgMmgxNGMxLjEgMCAyLS45IDItMnYtN2gtMnY3ek0xNCAzdjJoMy41OWwtOS44MyA5LjgzIDEuNDEgMS40MUwxOSA2LjQxVjEwaDJWM2gtN3oiLz4KPC9zdmc+Cg==); + --jp-icon-line-form: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICAgIDxwYXRoIGZpbGw9IndoaXRlIiBkPSJNNS44OCA0LjEyTDEzLjc2IDEybC03Ljg4IDcuODhMOCAyMmwxMC0xMEw4IDJ6Ii8+Cjwvc3ZnPgo=); + --jp-icon-link: url(data:image/svg+xml;base64,PHN2ZyB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIxNiIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTMuOSAxMmMwLTEuNzEgMS4zOS0zLjEgMy4xLTMuMWg0VjdIN2MtMi43NiAwLTUgMi4yNC01IDVzMi4yNCA1IDUgNWg0di0xLjlIN2MtMS43MSAwLTMuMS0xLjM5LTMuMS0zLjF6TTggMTNoOHYtMkg4djJ6bTktNmgtNHYxLjloNGMxLjcxIDAgMy4xIDEuMzkgMy4xIDMuMXMtMS4zOSAzLjEtMy4xIDMuMWgtNFYxN2g0YzIuNzYgMCA1LTIuMjQgNS01cy0yLjI0LTUtNS01eiIvPgogIDwvZz4KPC9zdmc+Cg==); + --jp-icon-list: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICAgIDxwYXRoIGNsYXNzPSJqcC1pY29uMiBqcC1pY29uLXNlbGVjdGFibGUiIGZpbGw9IiM2MTYxNjEiIGQ9Ik0xOSA1djE0SDVWNWgxNG0xLjEtMkgzLjljLS41IDAtLjkuNC0uOS45djE2LjJjMCAuNC40LjkuOS45aDE2LjJjLjQgMCAuOS0uNS45LS45VjMuOWMwLS41LS41LS45LS45LS45ek0xMSA3aDZ2MmgtNlY3em0wIDRoNnYyaC02di0yem0wIDRoNnYyaC02ek03IDdoMnYySDd6bTAgNGgydjJIN3ptMCA0aDJ2Mkg3eiIvPgo8L3N2Zz4K); + --jp-icon-markdown: url(data:image/svg+xml;base64,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); + --jp-icon-move-down: url(data:image/svg+xml;base64,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); + --jp-icon-move-up: url(data:image/svg+xml;base64,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); + --jp-icon-new-folder: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTIwIDZoLThsLTItMkg0Yy0xLjExIDAtMS45OS44OS0xLjk5IDJMMiAxOGMwIDEuMTEuODkgMiAyIDJoMTZjMS4xMSAwIDItLjg5IDItMlY4YzAtMS4xMS0uODktMi0yLTJ6bS0xIDhoLTN2M2gtMnYtM2gtM3YtMmgzVjloMnYzaDN2MnoiLz4KICA8L2c+Cjwvc3ZnPgo=); + --jp-icon-not-trusted: url(data:image/svg+xml;base64,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); + --jp-icon-notebook: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDIyIDIyIj4KICA8ZyBjbGFzcz0ianAtbm90ZWJvb2staWNvbi1jb2xvciBqcC1pY29uLXNlbGVjdGFibGUiIGZpbGw9IiNFRjZDMDAiPgogICAgPHBhdGggZD0iTTE4LjcgMy4zdjE1LjRIMy4zVjMuM2gxNS40bTEuNS0xLjVIMS44djE4LjNoMTguM2wuMS0xOC4zeiIvPgogICAgPHBhdGggZD0iTTE2LjUgMTYuNWwtNS40LTQuMy01LjYgNC4zdi0xMWgxMXoiLz4KICA8L2c+Cjwvc3ZnPgo=); + --jp-icon-numbering: url(data:image/svg+xml;base64,PHN2ZyB3aWR0aD0iMjIiIGhlaWdodD0iMjIiIHZpZXdCb3g9IjAgMCAyOCAyOCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KCTxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CgkJPHBhdGggZD0iTTQgMTlINlYxOS41SDVWMjAuNUg2VjIxSDRWMjJIN1YxOEg0VjE5Wk01IDEwSDZWNkg0VjdINVYxMFpNNCAxM0g1LjhMNCAxNS4xVjE2SDdWMTVINS4yTDcgMTIuOVYxMkg0VjEzWk05IDdWOUgyM1Y3SDlaTTkgMjFIMjNWMTlIOVYyMVpNOSAxNUgyM1YxM0g5VjE1WiIvPgoJPC9nPgo8L3N2Zz4K); + --jp-icon-offline-bolt: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHZpZXdCb3g9IjAgMCAyNCAyNCIgd2lkdGg9IjE2Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTEyIDIuMDJjLTUuNTEgMC05Ljk4IDQuNDctOS45OCA5Ljk4czQuNDcgOS45OCA5Ljk4IDkuOTggOS45OC00LjQ3IDkuOTgtOS45OFMxNy41MSAyLjAyIDEyIDIuMDJ6TTExLjQ4IDIwdi02LjI2SDhMMTMgNHY2LjI2aDMuMzVMMTEuNDggMjB6Ii8+CiAgPC9nPgo8L3N2Zz4K); + --jp-icon-palette: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTE4IDEzVjIwSDRWNkg5LjAyQzkuMDcgNS4yOSA5LjI0IDQuNjIgOS41IDRINEMyLjkgNCAyIDQuOSAyIDZWMjBDMiAyMS4xIDIuOSAyMiA0IDIySDE4QzE5LjEgMjIgMjAgMjEuMSAyMCAyMFYxNUwxOCAxM1pNMTkuMyA4Ljg5QzE5Ljc0IDguMTkgMjAgNy4zOCAyMCA2LjVDMjAgNC4wMSAxNy45OSAyIDE1LjUgMkMxMy4wMSAyIDExIDQuMDEgMTEgNi41QzExIDguOTkgMTMuMDEgMTEgMTUuNDkgMTFDMTYuMzcgMTEgMTcuMTkgMTAuNzQgMTcuODggMTAuM0wyMSAxMy40MkwyMi40MiAxMkwxOS4zIDguODlaTTE1LjUgOUMxNC4xMiA5IDEzIDcuODggMTMgNi41QzEzIDUuMTIgMTQuMTIgNCAxNS41IDRDMTYuODggNCAxOCA1LjEyIDE4IDYuNUMxOCA3Ljg4IDE2Ljg4IDkgMTUuNSA5WiIvPgogICAgPHBhdGggZmlsbC1ydWxlPSJldmVub2RkIiBjbGlwLXJ1bGU9ImV2ZW5vZGQiIGQ9Ik00IDZIOS4wMTg5NEM5LjAwNjM5IDYuMTY1MDIgOSA2LjMzMTc2IDkgNi41QzkgOC44MTU3NyAxMC4yMTEgMTAuODQ4NyAxMi4wMzQzIDEySDlWMTRIMTZWMTIuOTgxMUMxNi41NzAzIDEyLjkzNzcgMTcuMTIgMTIuODIwNyAxNy42Mzk2IDEyLjYzOTZMMTggMTNWMjBINFY2Wk04IDhINlYxMEg4VjhaTTYgMTJIOFYxNEg2VjEyWk04IDE2SDZWMThIOFYxNlpNOSAxNkgxNlYxOEg5VjE2WiIvPgogIDwvZz4KPC9zdmc+Cg==); + --jp-icon-paste: url(data:image/svg+xml;base64,PHN2ZyBoZWlnaHQ9IjI0IiB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTE5IDJoLTQuMThDMTQuNC44NCAxMy4zIDAgMTIgMGMtMS4zIDAtMi40Ljg0LTIuODIgMkg1Yy0xLjEgMC0yIC45LTIgMnYxNmMwIDEuMS45IDIgMiAyaDE0YzEuMSAwIDItLjkgMi0yVjRjMC0xLjEtLjktMi0yLTJ6bS03IDBjLjU1IDAgMSAuNDUgMSAxcy0uNDUgMS0xIDEtMS0uNDUtMS0xIC40NS0xIDEtMXptNyAxOEg1VjRoMnYzaDEwVjRoMnYxNnoiLz4KICAgIDwvZz4KPC9zdmc+Cg==); + --jp-icon-pdf: url(data:image/svg+xml;base64,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); + --jp-icon-python: url(data:image/svg+xml;base64,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); + --jp-icon-r-kernel: url(data:image/svg+xml;base64,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); + --jp-icon-react: url(data:image/svg+xml;base64,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); + --jp-icon-redo: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIGhlaWdodD0iMjQiIHZpZXdCb3g9IjAgMCAyNCAyNCIgd2lkdGg9IjE2Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgICA8cGF0aCBkPSJNMCAwaDI0djI0SDB6IiBmaWxsPSJub25lIi8+PHBhdGggZD0iTTE4LjQgMTAuNkMxNi41NSA4Ljk5IDE0LjE1IDggMTEuNSA4Yy00LjY1IDAtOC41OCAzLjAzLTkuOTYgNy4yMkwzLjkgMTZjMS4wNS0zLjE5IDQuMDUtNS41IDcuNi01LjUgMS45NSAwIDMuNzMuNzIgNS4xMiAxLjg4TDEzIDE2aDlWN2wtMy42IDMuNnoiLz4KICA8L2c+Cjwvc3ZnPgo=); + --jp-icon-refresh: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDE4IDE4Ij4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTkgMTMuNWMtMi40OSAwLTQuNS0yLjAxLTQuNS00LjVTNi41MSA0LjUgOSA0LjVjMS4yNCAwIDIuMzYuNTIgMy4xNyAxLjMzTDEwIDhoNVYzbC0xLjc2IDEuNzZDMTIuMTUgMy42OCAxMC42NiAzIDkgMyA1LjY5IDMgMy4wMSA1LjY5IDMuMDEgOVM1LjY5IDE1IDkgMTVjMi45NyAwIDUuNDMtMi4xNiA1LjktNWgtMS41MmMtLjQ2IDItMi4yNCAzLjUtNC4zOCAzLjV6Ii8+CiAgICA8L2c+Cjwvc3ZnPgo=); + --jp-icon-regex: url(data:image/svg+xml;base64,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); + --jp-icon-run: url(data:image/svg+xml;base64,PHN2ZyBoZWlnaHQ9IjI0IiB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTggNXYxNGwxMS03eiIvPgogICAgPC9nPgo8L3N2Zz4K); + --jp-icon-running: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDUxMiA1MTIiPgogIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICA8cGF0aCBkPSJNMjU2IDhDMTE5IDggOCAxMTkgOCAyNTZzMTExIDI0OCAyNDggMjQ4IDI0OC0xMTEgMjQ4LTI0OFMzOTMgOCAyNTYgOHptOTYgMzI4YzAgOC44LTcuMiAxNi0xNiAxNkgxNzZjLTguOCAwLTE2LTcuMi0xNi0xNlYxNzZjMC04LjggNy4yLTE2IDE2LTE2aDE2MGM4LjggMCAxNiA3LjIgMTYgMTZ2MTYweiIvPgogIDwvZz4KPC9zdmc+Cg==); + --jp-icon-save: url(data:image/svg+xml;base64,PHN2ZyBoZWlnaHQ9IjI0IiB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTE3IDNINWMtMS4xMSAwLTIgLjktMiAydjE0YzAgMS4xLjg5IDIgMiAyaDE0YzEuMSAwIDItLjkgMi0yVjdsLTQtNHptLTUgMTZjLTEuNjYgMC0zLTEuMzQtMy0zczEuMzQtMyAzLTMgMyAxLjM0IDMgMy0xLjM0IDMtMyAzem0zLTEwSDVWNWgxMHY0eiIvPgogICAgPC9nPgo8L3N2Zz4K); + --jp-icon-search: url(data:image/svg+xml;base64,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); + --jp-icon-settings: url(data:image/svg+xml;base64,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); + --jp-icon-share: url(data:image/svg+xml;base64,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); + --jp-icon-spreadsheet: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDIyIDIyIj4KICA8cGF0aCBjbGFzcz0ianAtaWNvbi1jb250cmFzdDEganAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjNENBRjUwIiBkPSJNMi4yIDIuMnYxNy42aDE3LjZWMi4ySDIuMnptMTUuNCA3LjdoLTUuNVY0LjRoNS41djUuNXpNOS45IDQuNHY1LjVINC40VjQuNGg1LjV6bS01LjUgNy43aDUuNXY1LjVINC40di01LjV6bTcuNyA1LjV2LTUuNWg1LjV2NS41aC01LjV6Ii8+Cjwvc3ZnPgo=); + --jp-icon-stop: url(data:image/svg+xml;base64,PHN2ZyBoZWlnaHQ9IjI0IiB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTAgMGgyNHYyNEgweiIgZmlsbD0ibm9uZSIvPgogICAgICAgIDxwYXRoIGQ9Ik02IDZoMTJ2MTJINnoiLz4KICAgIDwvZz4KPC9zdmc+Cg==); + --jp-icon-tab: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTIxIDNIM2MtMS4xIDAtMiAuOS0yIDJ2MTRjMCAxLjEuOSAyIDIgMmgxOGMxLjEgMCAyLS45IDItMlY1YzAtMS4xLS45LTItMi0yem0wIDE2SDNWNWgxMHY0aDh2MTB6Ii8+CiAgPC9nPgo8L3N2Zz4K); + --jp-icon-table-rows: url(data:image/svg+xml;base64,PHN2ZyBoZWlnaHQ9IjI0IiB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTAgMGgyNHYyNEgweiIgZmlsbD0ibm9uZSIvPgogICAgICAgIDxwYXRoIGQ9Ik0yMSw4SDNWNGgxOFY4eiBNMjEsMTBIM3Y0aDE4VjEweiBNMjEsMTZIM3Y0aDE4VjE2eiIvPgogICAgPC9nPgo8L3N2Zz4K); + --jp-icon-tag: url(data:image/svg+xml;base64,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); + --jp-icon-terminal: url(data:image/svg+xml;base64,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); + --jp-icon-text-editor: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDI0IDI0Ij4KICA8cGF0aCBjbGFzcz0ianAtdGV4dC1lZGl0b3ItaWNvbi1jb2xvciBqcC1pY29uLXNlbGVjdGFibGUiIGZpbGw9IiM2MTYxNjEiIGQ9Ik0xNSAxNUgzdjJoMTJ2LTJ6bTAtOEgzdjJoMTJWN3pNMyAxM2gxOHYtMkgzdjJ6bTAgOGgxOHYtMkgzdjJ6TTMgM3YyaDE4VjNIM3oiLz4KPC9zdmc+Cg==); + --jp-icon-toc: url(data:image/svg+xml;base64,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); + --jp-icon-tree-view: url(data:image/svg+xml;base64,PHN2ZyBoZWlnaHQ9IjI0IiB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICAgIDxnIGNsYXNzPSJqcC1pY29uMyIgZmlsbD0iIzYxNjE2MSI+CiAgICAgICAgPHBhdGggZD0iTTAgMGgyNHYyNEgweiIgZmlsbD0ibm9uZSIvPgogICAgICAgIDxwYXRoIGQ9Ik0yMiAxMVYzaC03djNIOVYzSDJ2OGg3VjhoMnYxMGg0djNoN3YtOGgtN3YzaC0yVjhoMnYzeiIvPgogICAgPC9nPgo8L3N2Zz4K); + --jp-icon-trusted: url(data:image/svg+xml;base64,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); + --jp-icon-undo: url(data:image/svg+xml;base64,PHN2ZyB2aWV3Qm94PSIwIDAgMjQgMjQiIHdpZHRoPSIxNiIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTEyLjUgOGMtMi42NSAwLTUuMDUuOTktNi45IDIuNkwyIDd2OWg5bC0zLjYyLTMuNjJjMS4zOS0xLjE2IDMuMTYtMS44OCA1LjEyLTEuODggMy41NCAwIDYuNTUgMi4zMSA3LjYgNS41bDIuMzctLjc4QzIxLjA4IDExLjAzIDE3LjE1IDggMTIuNSA4eiIvPgogIDwvZz4KPC9zdmc+Cg==); + --jp-icon-user: url(data:image/svg+xml;base64,PHN2ZyB3aWR0aD0iMTYiIHZpZXdCb3g9IjAgMCAyNCAyNCIgeG1sbnM9Imh0dHA6Ly93d3cudzMub3JnLzIwMDAvc3ZnIj4KICA8ZyBjbGFzcz0ianAtaWNvbjMiIGZpbGw9IiM2MTYxNjEiPgogICAgPHBhdGggZD0iTTE2IDdhNCA0IDAgMTEtOCAwIDQgNCAwIDAxOCAwek0xMiAxNGE3IDcgMCAwMC03IDdoMTRhNyA3IDAgMDAtNy03eiIvPgogIDwvZz4KPC9zdmc+Cg==); + --jp-icon-users: url(data:image/svg+xml;base64,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); + --jp-icon-vega: url(data:image/svg+xml;base64,PHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciIHdpZHRoPSIxNiIgdmlld0JveD0iMCAwIDIyIDIyIj4KICA8ZyBjbGFzcz0ianAtaWNvbjEganAtaWNvbi1zZWxlY3RhYmxlIiBmaWxsPSIjMjEyMTIxIj4KICAgIDxwYXRoIGQ9Ik0xMC42IDUuNGwyLjItMy4ySDIuMnY3LjNsNC02LjZ6Ii8+CiAgICA8cGF0aCBkPSJNMTUuOCAyLjJsLTQuNCA2LjZMNyA2LjNsLTQuOCA4djUuNWgxNy42VjIuMmgtNHptLTcgMTUuNEg1LjV2LTQuNGgzLjN2NC40em00LjQgMEg5LjhWOS44aDMuNHY3Ljh6bTQuNCAwaC0zLjRWNi41aDMuNHYxMS4xeiIvPgogIDwvZz4KPC9zdmc+Cg==); + --jp-icon-word: url(data:image/svg+xml;base64,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); + --jp-icon-yaml: url(data:image/svg+xml;base64,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); +} + +/* Icon CSS class declarations */ + +.jp-AddAboveIcon { + background-image: var(--jp-icon-add-above); +} + +.jp-AddBelowIcon { + background-image: var(--jp-icon-add-below); +} + +.jp-AddIcon { + background-image: var(--jp-icon-add); +} + +.jp-BellIcon { + background-image: var(--jp-icon-bell); +} + +.jp-BugDotIcon { + background-image: var(--jp-icon-bug-dot); +} + +.jp-BugIcon { + background-image: var(--jp-icon-bug); +} + +.jp-BuildIcon { + background-image: var(--jp-icon-build); +} + +.jp-CaretDownEmptyIcon { + background-image: var(--jp-icon-caret-down-empty); +} + +.jp-CaretDownEmptyThinIcon { + background-image: var(--jp-icon-caret-down-empty-thin); +} + +.jp-CaretDownIcon { + background-image: var(--jp-icon-caret-down); +} + +.jp-CaretLeftIcon { + background-image: var(--jp-icon-caret-left); +} + +.jp-CaretRightIcon { + background-image: var(--jp-icon-caret-right); +} + +.jp-CaretUpEmptyThinIcon { + background-image: var(--jp-icon-caret-up-empty-thin); +} + +.jp-CaretUpIcon { + background-image: var(--jp-icon-caret-up); +} + +.jp-CaseSensitiveIcon { + background-image: var(--jp-icon-case-sensitive); +} + +.jp-CheckIcon { + background-image: var(--jp-icon-check); +} + +.jp-CircleEmptyIcon { + background-image: var(--jp-icon-circle-empty); +} + +.jp-CircleIcon { + background-image: var(--jp-icon-circle); +} + +.jp-ClearIcon { + background-image: var(--jp-icon-clear); +} + +.jp-CloseIcon { + background-image: var(--jp-icon-close); +} + +.jp-CodeCheckIcon { + background-image: var(--jp-icon-code-check); +} + +.jp-CodeIcon { + background-image: var(--jp-icon-code); +} + +.jp-CollapseAllIcon { + background-image: var(--jp-icon-collapse-all); +} + +.jp-ConsoleIcon { + background-image: var(--jp-icon-console); +} + +.jp-CopyIcon { + background-image: var(--jp-icon-copy); +} + +.jp-CopyrightIcon { + background-image: var(--jp-icon-copyright); +} + +.jp-CutIcon { + background-image: var(--jp-icon-cut); +} + +.jp-DeleteIcon { + background-image: var(--jp-icon-delete); +} + +.jp-DownloadIcon { + background-image: var(--jp-icon-download); +} + +.jp-DuplicateIcon { + background-image: var(--jp-icon-duplicate); +} + +.jp-EditIcon { + background-image: var(--jp-icon-edit); +} + +.jp-EllipsesIcon { + background-image: var(--jp-icon-ellipses); +} + +.jp-ErrorIcon { + background-image: var(--jp-icon-error); +} + +.jp-ExpandAllIcon { + background-image: var(--jp-icon-expand-all); +} + +.jp-ExtensionIcon { + background-image: var(--jp-icon-extension); +} + +.jp-FastForwardIcon { + background-image: var(--jp-icon-fast-forward); +} + +.jp-FileIcon { + background-image: var(--jp-icon-file); +} + +.jp-FileUploadIcon { + background-image: var(--jp-icon-file-upload); +} + +.jp-FilterDotIcon { + background-image: var(--jp-icon-filter-dot); +} + +.jp-FilterIcon { + background-image: var(--jp-icon-filter); +} + +.jp-FilterListIcon { + background-image: var(--jp-icon-filter-list); +} + +.jp-FolderFavoriteIcon { + background-image: var(--jp-icon-folder-favorite); +} + +.jp-FolderIcon { + background-image: var(--jp-icon-folder); +} + +.jp-HomeIcon { + background-image: var(--jp-icon-home); +} + +.jp-Html5Icon { + background-image: var(--jp-icon-html5); +} + +.jp-ImageIcon { + background-image: var(--jp-icon-image); +} + +.jp-InfoIcon { + background-image: var(--jp-icon-info); +} + +.jp-InspectorIcon { + background-image: var(--jp-icon-inspector); +} + +.jp-JsonIcon { + background-image: var(--jp-icon-json); +} + +.jp-JuliaIcon { + background-image: var(--jp-icon-julia); +} + +.jp-JupyterFaviconIcon { + background-image: var(--jp-icon-jupyter-favicon); +} + +.jp-JupyterIcon { + background-image: var(--jp-icon-jupyter); +} + +.jp-JupyterlabWordmarkIcon { + background-image: var(--jp-icon-jupyterlab-wordmark); +} + +.jp-KernelIcon { + background-image: var(--jp-icon-kernel); +} + +.jp-KeyboardIcon { + background-image: var(--jp-icon-keyboard); +} + +.jp-LaunchIcon { + background-image: var(--jp-icon-launch); +} + +.jp-LauncherIcon { + background-image: var(--jp-icon-launcher); +} + +.jp-LineFormIcon { + background-image: var(--jp-icon-line-form); +} + +.jp-LinkIcon { + background-image: var(--jp-icon-link); +} + +.jp-ListIcon { + background-image: var(--jp-icon-list); +} + +.jp-MarkdownIcon { + background-image: var(--jp-icon-markdown); +} + +.jp-MoveDownIcon { + background-image: var(--jp-icon-move-down); +} + +.jp-MoveUpIcon { + background-image: var(--jp-icon-move-up); +} + +.jp-NewFolderIcon { + background-image: var(--jp-icon-new-folder); +} + +.jp-NotTrustedIcon { + background-image: var(--jp-icon-not-trusted); +} + +.jp-NotebookIcon { + background-image: var(--jp-icon-notebook); +} + +.jp-NumberingIcon { + background-image: var(--jp-icon-numbering); +} + +.jp-OfflineBoltIcon { + background-image: var(--jp-icon-offline-bolt); +} + +.jp-PaletteIcon { + background-image: var(--jp-icon-palette); +} + +.jp-PasteIcon { + background-image: var(--jp-icon-paste); +} + +.jp-PdfIcon { + background-image: var(--jp-icon-pdf); +} + +.jp-PythonIcon { + background-image: var(--jp-icon-python); +} + +.jp-RKernelIcon { + background-image: var(--jp-icon-r-kernel); +} + +.jp-ReactIcon { + background-image: var(--jp-icon-react); +} + +.jp-RedoIcon { + background-image: var(--jp-icon-redo); +} + +.jp-RefreshIcon { + background-image: var(--jp-icon-refresh); +} + +.jp-RegexIcon { + background-image: var(--jp-icon-regex); +} + +.jp-RunIcon { + background-image: var(--jp-icon-run); +} + +.jp-RunningIcon { + background-image: var(--jp-icon-running); +} + +.jp-SaveIcon { + background-image: var(--jp-icon-save); +} + +.jp-SearchIcon { + background-image: var(--jp-icon-search); +} + +.jp-SettingsIcon { + background-image: var(--jp-icon-settings); +} + +.jp-ShareIcon { + background-image: var(--jp-icon-share); +} + +.jp-SpreadsheetIcon { + background-image: var(--jp-icon-spreadsheet); +} + +.jp-StopIcon { + background-image: var(--jp-icon-stop); +} + +.jp-TabIcon { + background-image: var(--jp-icon-tab); +} + +.jp-TableRowsIcon { + background-image: var(--jp-icon-table-rows); +} + +.jp-TagIcon { + background-image: var(--jp-icon-tag); +} + +.jp-TerminalIcon { + background-image: var(--jp-icon-terminal); +} + +.jp-TextEditorIcon { + background-image: var(--jp-icon-text-editor); +} + +.jp-TocIcon { + background-image: var(--jp-icon-toc); +} + +.jp-TreeViewIcon { + background-image: var(--jp-icon-tree-view); +} + +.jp-TrustedIcon { + background-image: var(--jp-icon-trusted); +} + +.jp-UndoIcon { + background-image: var(--jp-icon-undo); +} + +.jp-UserIcon { + background-image: var(--jp-icon-user); +} + +.jp-UsersIcon { + background-image: var(--jp-icon-users); +} + +.jp-VegaIcon { + background-image: var(--jp-icon-vega); +} + +.jp-WordIcon { + background-image: var(--jp-icon-word); +} + +.jp-YamlIcon { + background-image: var(--jp-icon-yaml); +} + +/*----------------------------------------------------------------------------- +| Copyright (c) Jupyter Development Team. +| Distributed under the terms of the Modified BSD License. +|----------------------------------------------------------------------------*/ + +/** + * (DEPRECATED) Support for consuming icons as CSS background images + */ + +.jp-Icon, +.jp-MaterialIcon { + background-position: center; + background-repeat: no-repeat; + background-size: 16px; + min-width: 16px; + min-height: 16px; +} + +.jp-Icon-cover { + background-position: center; + background-repeat: no-repeat; + background-size: cover; +} + +/** + * (DEPRECATED) Support for specific CSS icon sizes + */ + +.jp-Icon-16 { + background-size: 16px; + min-width: 16px; + min-height: 16px; +} + +.jp-Icon-18 { + background-size: 18px; + min-width: 18px; + min-height: 18px; +} + +.jp-Icon-20 { + background-size: 20px; + min-width: 20px; + min-height: 20px; +} + +/*----------------------------------------------------------------------------- +| Copyright (c) Jupyter Development Team. +| Distributed under the terms of the Modified BSD License. +|----------------------------------------------------------------------------*/ + +.lm-TabBar .lm-TabBar-addButton { + align-items: center; + display: flex; + padding: 4px; + padding-bottom: 5px; + margin-right: 1px; + background-color: var(--jp-layout-color2); +} + +.lm-TabBar .lm-TabBar-addButton:hover { + background-color: var(--jp-layout-color1); +} + +.lm-DockPanel-tabBar .lm-TabBar-tab { + width: var(--jp-private-horizontal-tab-width); +} + +.lm-DockPanel-tabBar .lm-TabBar-content { + flex: unset; +} + +.lm-DockPanel-tabBar[data-orientation='horizontal'] { + flex: 1 1 auto; +} + +/*----------------------------------------------------------------------------- +| Copyright (c) Jupyter Development Team. +| Distributed under the terms of the Modified BSD License. +|----------------------------------------------------------------------------*/ + +/** + * Support for icons as inline SVG HTMLElements + */ + +/* recolor the primary elements of an icon */ +.jp-icon0[fill] { + fill: var(--jp-inverse-layout-color0); +} + +.jp-icon1[fill] { + fill: var(--jp-inverse-layout-color1); +} + +.jp-icon2[fill] { + fill: var(--jp-inverse-layout-color2); +} + +.jp-icon3[fill] { + fill: var(--jp-inverse-layout-color3); +} + +.jp-icon4[fill] { + fill: var(--jp-inverse-layout-color4); +} + +.jp-icon0[stroke] { + stroke: var(--jp-inverse-layout-color0); +} + +.jp-icon1[stroke] { + stroke: var(--jp-inverse-layout-color1); +} + +.jp-icon2[stroke] { + stroke: var(--jp-inverse-layout-color2); +} + +.jp-icon3[stroke] { + stroke: var(--jp-inverse-layout-color3); +} + +.jp-icon4[stroke] { + stroke: var(--jp-inverse-layout-color4); +} + +/* recolor the accent elements of an icon */ +.jp-icon-accent0[fill] { + fill: var(--jp-layout-color0); +} + +.jp-icon-accent1[fill] { + fill: var(--jp-layout-color1); +} + +.jp-icon-accent2[fill] { + fill: var(--jp-layout-color2); +} + +.jp-icon-accent3[fill] { + fill: var(--jp-layout-color3); +} + +.jp-icon-accent4[fill] { + fill: var(--jp-layout-color4); +} + +.jp-icon-accent0[stroke] { + stroke: var(--jp-layout-color0); +} + +.jp-icon-accent1[stroke] { + stroke: var(--jp-layout-color1); +} + +.jp-icon-accent2[stroke] { + stroke: var(--jp-layout-color2); +} + +.jp-icon-accent3[stroke] { + stroke: var(--jp-layout-color3); +} + +.jp-icon-accent4[stroke] { + stroke: var(--jp-layout-color4); +} + +/* set the color of an icon to transparent */ +.jp-icon-none[fill] { + fill: none; +} + +.jp-icon-none[stroke] { + stroke: none; +} + +/* brand icon colors. Same for light and dark */ +.jp-icon-brand0[fill] { + fill: var(--jp-brand-color0); +} + +.jp-icon-brand1[fill] { + fill: var(--jp-brand-color1); +} + +.jp-icon-brand2[fill] { + fill: var(--jp-brand-color2); +} + +.jp-icon-brand3[fill] { + fill: var(--jp-brand-color3); +} + +.jp-icon-brand4[fill] { + fill: var(--jp-brand-color4); +} + +.jp-icon-brand0[stroke] { + stroke: var(--jp-brand-color0); +} + +.jp-icon-brand1[stroke] { + stroke: var(--jp-brand-color1); +} + +.jp-icon-brand2[stroke] { + stroke: var(--jp-brand-color2); +} + +.jp-icon-brand3[stroke] { + stroke: var(--jp-brand-color3); +} + +.jp-icon-brand4[stroke] { + stroke: var(--jp-brand-color4); +} + +/* warn icon colors. Same for light and dark */ +.jp-icon-warn0[fill] { + fill: var(--jp-warn-color0); +} + +.jp-icon-warn1[fill] { + fill: var(--jp-warn-color1); +} + +.jp-icon-warn2[fill] { + fill: var(--jp-warn-color2); +} + +.jp-icon-warn3[fill] { + fill: var(--jp-warn-color3); +} + +.jp-icon-warn0[stroke] { + stroke: var(--jp-warn-color0); +} + +.jp-icon-warn1[stroke] { + stroke: var(--jp-warn-color1); +} + +.jp-icon-warn2[stroke] { + stroke: var(--jp-warn-color2); +} + +.jp-icon-warn3[stroke] { + stroke: var(--jp-warn-color3); +} + +/* icon colors that contrast well with each other and most backgrounds */ +.jp-icon-contrast0[fill] { + fill: var(--jp-icon-contrast-color0); +} + +.jp-icon-contrast1[fill] { + fill: var(--jp-icon-contrast-color1); +} + +.jp-icon-contrast2[fill] { + fill: var(--jp-icon-contrast-color2); +} + +.jp-icon-contrast3[fill] { + fill: var(--jp-icon-contrast-color3); +} + +.jp-icon-contrast0[stroke] { + stroke: var(--jp-icon-contrast-color0); +} + +.jp-icon-contrast1[stroke] { + stroke: var(--jp-icon-contrast-color1); +} + +.jp-icon-contrast2[stroke] { + stroke: var(--jp-icon-contrast-color2); +} + +.jp-icon-contrast3[stroke] { + stroke: var(--jp-icon-contrast-color3); +} + +.jp-icon-dot[fill] { + fill: var(--jp-warn-color0); +} + +.jp-jupyter-icon-color[fill] { + fill: var(--jp-jupyter-icon-color, var(--jp-warn-color0)); +} + +.jp-notebook-icon-color[fill] { + fill: var(--jp-notebook-icon-color, var(--jp-warn-color0)); +} + +.jp-json-icon-color[fill] { + fill: var(--jp-json-icon-color, var(--jp-warn-color1)); +} + +.jp-console-icon-color[fill] { + fill: var(--jp-console-icon-color, white); +} + +.jp-console-icon-background-color[fill] { + fill: var(--jp-console-icon-background-color, var(--jp-brand-color1)); +} + +.jp-terminal-icon-color[fill] { + fill: var(--jp-terminal-icon-color, var(--jp-layout-color2)); +} + +.jp-terminal-icon-background-color[fill] { + fill: var( + --jp-terminal-icon-background-color, + var(--jp-inverse-layout-color2) + ); +} + +.jp-text-editor-icon-color[fill] { + fill: var(--jp-text-editor-icon-color, var(--jp-inverse-layout-color3)); +} + +.jp-inspector-icon-color[fill] { + fill: var(--jp-inspector-icon-color, var(--jp-inverse-layout-color3)); +} + +/* CSS for icons in selected filebrowser listing items */ +.jp-DirListing-item.jp-mod-selected .jp-icon-selectable[fill] { + fill: #fff; +} + +.jp-DirListing-item.jp-mod-selected .jp-icon-selectable-inverse[fill] { + fill: var(--jp-brand-color1); +} + +/* stylelint-disable selector-max-class, selector-max-compound-selectors */ + +/** +* TODO: come up with non css-hack solution for showing the busy icon on top +* of the close icon +* CSS for complex behavior of close icon of tabs in the main area tabbar +*/ +.lm-DockPanel-tabBar + .lm-TabBar-tab.lm-mod-closable.jp-mod-dirty + > .lm-TabBar-tabCloseIcon + > :not(:hover) + > .jp-icon3[fill] { + fill: none; +} + +.lm-DockPanel-tabBar + .lm-TabBar-tab.lm-mod-closable.jp-mod-dirty + > .lm-TabBar-tabCloseIcon + > :not(:hover) + > .jp-icon-busy[fill] { + fill: var(--jp-inverse-layout-color3); +} + +/* stylelint-enable selector-max-class, selector-max-compound-selectors */ + +/* CSS for icons in status bar */ +#jp-main-statusbar .jp-mod-selected .jp-icon-selectable[fill] { + fill: #fff; +} + +#jp-main-statusbar .jp-mod-selected .jp-icon-selectable-inverse[fill] { + fill: var(--jp-brand-color1); +} + +/* special handling for splash icon CSS. While the theme CSS reloads during + splash, the splash icon can loose theming. To prevent that, we set a + default for its color variable */ +:root { + --jp-warn-color0: var(--md-orange-700); +} + +/* not sure what to do with this one, used in filebrowser listing */ +.jp-DragIcon { + margin-right: 4px; +} + +/*----------------------------------------------------------------------------- +| Copyright (c) Jupyter Development Team. +| Distributed under the terms of the Modified BSD License. +|----------------------------------------------------------------------------*/ + +/** + * Support for alt colors for icons as inline SVG HTMLElements + */ + +/* alt recolor the primary elements of an icon */ +.jp-icon-alt .jp-icon0[fill] { + fill: var(--jp-layout-color0); +} + +.jp-icon-alt .jp-icon1[fill] { + fill: var(--jp-layout-color1); +} + +.jp-icon-alt .jp-icon2[fill] { + fill: var(--jp-layout-color2); +} + +.jp-icon-alt .jp-icon3[fill] { + fill: var(--jp-layout-color3); +} + +.jp-icon-alt .jp-icon4[fill] { + fill: var(--jp-layout-color4); +} + +.jp-icon-alt .jp-icon0[stroke] { + stroke: var(--jp-layout-color0); +} + +.jp-icon-alt .jp-icon1[stroke] { + stroke: var(--jp-layout-color1); +} + +.jp-icon-alt .jp-icon2[stroke] { + stroke: var(--jp-layout-color2); +} + +.jp-icon-alt .jp-icon3[stroke] { + stroke: var(--jp-layout-color3); +} + +.jp-icon-alt .jp-icon4[stroke] { + stroke: var(--jp-layout-color4); +} + +/* alt recolor the accent elements of an icon */ +.jp-icon-alt .jp-icon-accent0[fill] { + fill: var(--jp-inverse-layout-color0); +} + +.jp-icon-alt .jp-icon-accent1[fill] { + fill: var(--jp-inverse-layout-color1); +} + +.jp-icon-alt .jp-icon-accent2[fill] { + fill: var(--jp-inverse-layout-color2); +} + +.jp-icon-alt .jp-icon-accent3[fill] { + fill: var(--jp-inverse-layout-color3); +} + +.jp-icon-alt .jp-icon-accent4[fill] { + fill: var(--jp-inverse-layout-color4); +} + +.jp-icon-alt .jp-icon-accent0[stroke] { + stroke: var(--jp-inverse-layout-color0); +} + +.jp-icon-alt .jp-icon-accent1[stroke] { + stroke: var(--jp-inverse-layout-color1); +} + +.jp-icon-alt .jp-icon-accent2[stroke] { + stroke: var(--jp-inverse-layout-color2); +} + +.jp-icon-alt .jp-icon-accent3[stroke] { + stroke: var(--jp-inverse-layout-color3); +} + +.jp-icon-alt .jp-icon-accent4[stroke] { + stroke: var(--jp-inverse-layout-color4); +} + +/*----------------------------------------------------------------------------- +| Copyright (c) Jupyter Development Team. +| Distributed under the terms of the Modified BSD License. +|----------------------------------------------------------------------------*/ + +.jp-icon-hoverShow:not(:hover) .jp-icon-hoverShow-content { + display: none !important; +} + +/** + * Support for hover colors for icons as inline SVG HTMLElements + */ + +/** + * regular colors + */ + +/* recolor the primary elements of an icon */ +.jp-icon-hover :hover .jp-icon0-hover[fill] { + fill: var(--jp-inverse-layout-color0); +} + +.jp-icon-hover :hover .jp-icon1-hover[fill] { + fill: var(--jp-inverse-layout-color1); +} + +.jp-icon-hover :hover .jp-icon2-hover[fill] { + fill: var(--jp-inverse-layout-color2); +} + +.jp-icon-hover :hover .jp-icon3-hover[fill] { + fill: var(--jp-inverse-layout-color3); +} + +.jp-icon-hover :hover .jp-icon4-hover[fill] { + fill: var(--jp-inverse-layout-color4); +} + +.jp-icon-hover :hover .jp-icon0-hover[stroke] { + stroke: var(--jp-inverse-layout-color0); +} + +.jp-icon-hover :hover .jp-icon1-hover[stroke] { + stroke: var(--jp-inverse-layout-color1); +} + +.jp-icon-hover :hover .jp-icon2-hover[stroke] { + stroke: var(--jp-inverse-layout-color2); +} + +.jp-icon-hover :hover .jp-icon3-hover[stroke] { + stroke: var(--jp-inverse-layout-color3); +} + +.jp-icon-hover :hover .jp-icon4-hover[stroke] { + stroke: var(--jp-inverse-layout-color4); +} + +/* recolor the accent elements of an icon */ +.jp-icon-hover :hover .jp-icon-accent0-hover[fill] { + fill: var(--jp-layout-color0); +} + +.jp-icon-hover :hover .jp-icon-accent1-hover[fill] { + fill: var(--jp-layout-color1); +} + +.jp-icon-hover :hover .jp-icon-accent2-hover[fill] { + fill: var(--jp-layout-color2); +} + +.jp-icon-hover :hover .jp-icon-accent3-hover[fill] { + fill: var(--jp-layout-color3); +} + +.jp-icon-hover :hover .jp-icon-accent4-hover[fill] { + fill: var(--jp-layout-color4); +} + +.jp-icon-hover :hover .jp-icon-accent0-hover[stroke] { + stroke: var(--jp-layout-color0); +} + +.jp-icon-hover :hover .jp-icon-accent1-hover[stroke] { + stroke: var(--jp-layout-color1); +} + +.jp-icon-hover :hover .jp-icon-accent2-hover[stroke] { + stroke: var(--jp-layout-color2); +} + +.jp-icon-hover :hover .jp-icon-accent3-hover[stroke] { + stroke: var(--jp-layout-color3); +} + +.jp-icon-hover :hover .jp-icon-accent4-hover[stroke] { + stroke: var(--jp-layout-color4); +} + +/* set the color of an icon to transparent */ +.jp-icon-hover :hover .jp-icon-none-hover[fill] { + fill: none; +} + +.jp-icon-hover :hover .jp-icon-none-hover[stroke] { + stroke: none; +} + +/** + * inverse colors + */ + +/* inverse recolor the primary elements of an icon */ +.jp-icon-hover.jp-icon-alt :hover .jp-icon0-hover[fill] { + fill: var(--jp-layout-color0); +} + +.jp-icon-hover.jp-icon-alt :hover .jp-icon1-hover[fill] { + fill: var(--jp-layout-color1); +} + +.jp-icon-hover.jp-icon-alt :hover .jp-icon2-hover[fill] { + fill: var(--jp-layout-color2); +} + +.jp-icon-hover.jp-icon-alt :hover .jp-icon3-hover[fill] { + fill: var(--jp-layout-color3); +} + +.jp-icon-hover.jp-icon-alt :hover .jp-icon4-hover[fill] { + fill: var(--jp-layout-color4); +} + +.jp-icon-hover.jp-icon-alt :hover .jp-icon0-hover[stroke] { + stroke: var(--jp-layout-color0); +} + +.jp-icon-hover.jp-icon-alt :hover .jp-icon1-hover[stroke] { + stroke: var(--jp-layout-color1); +} + +.jp-icon-hover.jp-icon-alt :hover .jp-icon2-hover[stroke] { + stroke: var(--jp-layout-color2); +} + +.jp-icon-hover.jp-icon-alt :hover .jp-icon3-hover[stroke] { + stroke: var(--jp-layout-color3); +} + +.jp-icon-hover.jp-icon-alt :hover .jp-icon4-hover[stroke] { + stroke: var(--jp-layout-color4); +} + +/* inverse recolor the accent elements of an icon */ +.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent0-hover[fill] { + fill: var(--jp-inverse-layout-color0); +} + +.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent1-hover[fill] { + fill: var(--jp-inverse-layout-color1); +} + +.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent2-hover[fill] { + fill: var(--jp-inverse-layout-color2); +} + +.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent3-hover[fill] { + fill: var(--jp-inverse-layout-color3); +} + +.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent4-hover[fill] { + fill: var(--jp-inverse-layout-color4); +} + +.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent0-hover[stroke] { + stroke: var(--jp-inverse-layout-color0); +} + +.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent1-hover[stroke] { + stroke: var(--jp-inverse-layout-color1); +} + +.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent2-hover[stroke] { + stroke: var(--jp-inverse-layout-color2); +} + +.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent3-hover[stroke] { + stroke: var(--jp-inverse-layout-color3); +} + +.jp-icon-hover.jp-icon-alt :hover .jp-icon-accent4-hover[stroke] { + stroke: var(--jp-inverse-layout-color4); +} + +/*----------------------------------------------------------------------------- +| Copyright (c) Jupyter Development Team. +| Distributed under the terms of the Modified BSD License. +|----------------------------------------------------------------------------*/ + +.jp-IFrame { + width: 100%; + height: 100%; +} + +.jp-IFrame > iframe { + border: none; +} + +/* +When drag events occur, `lm-mod-override-cursor` is added to the body. +Because iframes steal all cursor events, the following two rules are necessary +to suppress pointer events while resize drags are occurring. There may be a +better solution to this problem. +*/ +body.lm-mod-override-cursor .jp-IFrame { + position: relative; +} + +body.lm-mod-override-cursor .jp-IFrame::before { + content: ''; + position: absolute; + top: 0; + left: 0; + right: 0; + bottom: 0; + background: transparent; +} + +/*----------------------------------------------------------------------------- +| Copyright (c) 2014-2016, Jupyter Development Team. +| +| Distributed under the terms of the Modified BSD License. +|----------------------------------------------------------------------------*/ + +.jp-HoverBox { + position: fixed; +} + +/*----------------------------------------------------------------------------- +| Copyright (c) Jupyter Development Team. +| Distributed under the terms of the Modified BSD License. +|----------------------------------------------------------------------------*/ + +.jp-FormGroup-content fieldset { + border: none; + padding: 0; + min-width: 0; + width: 100%; +} + +/* stylelint-disable selector-max-type */ + +.jp-FormGroup-content fieldset .jp-inputFieldWrapper input, +.jp-FormGroup-content fieldset .jp-inputFieldWrapper select, +.jp-FormGroup-content fieldset .jp-inputFieldWrapper textarea { + font-size: var(--jp-content-font-size2); + border-color: var(--jp-input-border-color); + border-style: solid; + border-radius: var(--jp-border-radius); + border-width: 1px; + padding: 6px 8px; + background: none; + color: var(--jp-ui-font-color0); + height: inherit; +} + +.jp-FormGroup-content fieldset input[type='checkbox'] { + position: relative; + top: 2px; + margin-left: 0; +} + +.jp-FormGroup-content button.jp-mod-styled { + cursor: pointer; +} + +.jp-FormGroup-content .checkbox label { + cursor: pointer; + font-size: var(--jp-content-font-size1); +} + +.jp-FormGroup-content .jp-root > fieldset > legend { + display: none; +} + +.jp-FormGroup-content .jp-root > fieldset > p { + display: none; +} + +/** copy of `input.jp-mod-styled:focus` style */ +.jp-FormGroup-content fieldset input:focus, +.jp-FormGroup-content fieldset select:focus { + -moz-outline-radius: unset; + outline: var(--jp-border-width) solid var(--md-blue-500); + outline-offset: -1px; + box-shadow: inset 0 0 4px var(--md-blue-300); +} + +.jp-FormGroup-content fieldset input:hover:not(:focus), +.jp-FormGroup-content fieldset select:hover:not(:focus) { + background-color: var(--jp-border-color2); +} + +/* stylelint-enable selector-max-type */ + +.jp-FormGroup-content .checkbox .field-description { + /* Disable default description field for checkbox: + because other widgets do not have description fields, + we add descriptions to each widget on the field level. + */ + display: none; +} + +.jp-FormGroup-content #root__description { + display: none; +} + +.jp-FormGroup-content .jp-modifiedIndicator { + width: 5px; + background-color: var(--jp-brand-color2); + margin-top: 0; + margin-left: calc(var(--jp-private-settingeditor-modifier-indent) * -1); + flex-shrink: 0; +} + +.jp-FormGroup-content .jp-modifiedIndicator.jp-errorIndicator { + background-color: var(--jp-error-color0); + margin-right: 0.5em; +} + +/* RJSF ARRAY style */ + +.jp-arrayFieldWrapper legend { + font-size: var(--jp-content-font-size2); + color: var(--jp-ui-font-color0); + flex-basis: 100%; + padding: 4px 0; + font-weight: var(--jp-content-heading-font-weight); + border-bottom: 1px solid var(--jp-border-color2); +} + +.jp-arrayFieldWrapper .field-description { + padding: 4px 0; + white-space: pre-wrap; +} + +.jp-arrayFieldWrapper .array-item { + width: 100%; + border: 1px solid var(--jp-border-color2); + border-radius: 4px; + margin: 4px; +} + +.jp-ArrayOperations { + display: flex; + margin-left: 8px; +} + +.jp-ArrayOperationsButton { + margin: 2px; +} + +.jp-ArrayOperationsButton .jp-icon3[fill] { + fill: var(--jp-ui-font-color0); +} + +button.jp-ArrayOperationsButton.jp-mod-styled:disabled { + cursor: not-allowed; + opacity: 0.5; +} + +/* RJSF form validation error */ + +.jp-FormGroup-content .validationErrors { + color: var(--jp-error-color0); +} + +/* Hide panel level error as duplicated the field level error */ +.jp-FormGroup-content .panel.errors { + display: none; +} + +/* RJSF normal content (settings-editor) */ + +.jp-FormGroup-contentNormal { + display: flex; + align-items: center; + flex-wrap: wrap; +} + +.jp-FormGroup-contentNormal .jp-FormGroup-contentItem { + margin-left: 7px; + color: var(--jp-ui-font-color0); +} + +.jp-FormGroup-contentNormal .jp-FormGroup-description { + flex-basis: 100%; + padding: 4px 7px; +} + +.jp-FormGroup-contentNormal .jp-FormGroup-default { + flex-basis: 100%; + padding: 4px 7px; +} + +.jp-FormGroup-contentNormal .jp-FormGroup-fieldLabel { + font-size: var(--jp-content-font-size1); + font-weight: normal; + min-width: 120px; +} + +.jp-FormGroup-contentNormal fieldset:not(:first-child) { + margin-left: 7px; +} + +.jp-FormGroup-contentNormal .field-array-of-string .array-item { + /* Display `jp-ArrayOperations` buttons side-by-side with content except + for small screens where flex-wrap will place them one below the other. + */ + display: flex; + align-items: center; + flex-wrap: wrap; +} + +.jp-FormGroup-contentNormal .jp-objectFieldWrapper .form-group { + padding: 2px 8px 2px var(--jp-private-settingeditor-modifier-indent); + margin-top: 2px; +} + +/* RJSF compact content (metadata-form) */ + +.jp-FormGroup-content.jp-FormGroup-contentCompact { + width: 100%; +} + +.jp-FormGroup-contentCompact .form-group { + display: flex; + padding: 0.5em 0.2em 0.5em 0; +} + +.jp-FormGroup-contentCompact + .jp-FormGroup-compactTitle + .jp-FormGroup-description { + font-size: var(--jp-ui-font-size1); + color: var(--jp-ui-font-color2); +} + +.jp-FormGroup-contentCompact .jp-FormGroup-fieldLabel { + padding-bottom: 0.3em; +} + +.jp-FormGroup-contentCompact .jp-inputFieldWrapper .form-control { + width: 100%; + box-sizing: border-box; +} + +.jp-FormGroup-contentCompact .jp-arrayFieldWrapper .jp-FormGroup-compactTitle { + padding-bottom: 7px; +} + +.jp-FormGroup-contentCompact + .jp-objectFieldWrapper + .jp-objectFieldWrapper + .form-group { + padding: 2px 8px 2px var(--jp-private-settingeditor-modifier-indent); + margin-top: 2px; +} + +.jp-FormGroup-contentCompact ul.error-detail { + margin-block-start: 0.5em; + margin-block-end: 0.5em; + padding-inline-start: 1em; +} + +/* + * Copyright (c) Jupyter Development Team. + * Distributed under the terms of the Modified BSD License. + */ + +.jp-SidePanel { + display: flex; + flex-direction: column; + min-width: var(--jp-sidebar-min-width); + overflow-y: auto; + color: var(--jp-ui-font-color1); + background: var(--jp-layout-color1); + font-size: var(--jp-ui-font-size1); +} + +.jp-SidePanel-header { + flex: 0 0 auto; + display: flex; + border-bottom: var(--jp-border-width) solid var(--jp-border-color2); + font-size: var(--jp-ui-font-size0); + font-weight: 600; + letter-spacing: 1px; + margin: 0; + padding: 2px; + text-transform: uppercase; +} + +.jp-SidePanel-toolbar { + flex: 0 0 auto; +} + +.jp-SidePanel-content { + flex: 1 1 auto; +} + +.jp-SidePanel-toolbar, +.jp-AccordionPanel-toolbar { + height: var(--jp-private-toolbar-height); +} + +.jp-SidePanel-toolbar.jp-Toolbar-micro { + display: none; +} + +.lm-AccordionPanel .jp-AccordionPanel-title { + box-sizing: border-box; + line-height: 25px; + margin: 0; + display: flex; + align-items: center; + background: var(--jp-layout-color1); + color: var(--jp-ui-font-color1); + border-bottom: var(--jp-border-width) solid var(--jp-toolbar-border-color); + box-shadow: var(--jp-toolbar-box-shadow); + font-size: var(--jp-ui-font-size0); +} + +.jp-AccordionPanel-title { + cursor: pointer; + user-select: none; + -moz-user-select: none; + -webkit-user-select: none; + text-transform: uppercase; +} + +.lm-AccordionPanel[data-orientation='horizontal'] > .jp-AccordionPanel-title { + /* Title is rotated for horizontal accordion panel using CSS */ + display: block; + transform-origin: top left; + transform: rotate(-90deg) translate(-100%); +} + +.jp-AccordionPanel-title .lm-AccordionPanel-titleLabel { + user-select: none; + text-overflow: ellipsis; + white-space: nowrap; + overflow: hidden; +} + +.jp-AccordionPanel-title .lm-AccordionPanel-titleCollapser { + transform: rotate(-90deg); + margin: auto 0; + height: 16px; +} + +.jp-AccordionPanel-title.lm-mod-expanded .lm-AccordionPanel-titleCollapser { + transform: rotate(0deg); +} + +.lm-AccordionPanel .jp-AccordionPanel-toolbar { + background: none; + box-shadow: none; + border: none; + margin-left: auto; +} + +.lm-AccordionPanel .lm-SplitPanel-handle:hover { + background: var(--jp-layout-color3); +} + +.jp-text-truncated { + overflow: hidden; + text-overflow: ellipsis; + white-space: nowrap; +} + +/*----------------------------------------------------------------------------- +| Copyright (c) 2017, Jupyter Development Team. +| +| Distributed under the terms of the Modified BSD License. +|----------------------------------------------------------------------------*/ + +.jp-Spinner { + position: absolute; + display: flex; + justify-content: center; + align-items: center; + z-index: 10; + left: 0; + top: 0; + width: 100%; + height: 100%; + background: var(--jp-layout-color0); + outline: none; +} + +.jp-SpinnerContent { + font-size: 10px; + margin: 50px auto; + text-indent: -9999em; + width: 3em; + height: 3em; + border-radius: 50%; + background: var(--jp-brand-color3); + background: linear-gradient( + to right, + #f37626 10%, + rgba(255, 255, 255, 0) 42% + ); + position: relative; + animation: load3 1s infinite linear, fadeIn 1s; +} + +.jp-SpinnerContent::before { + width: 50%; + height: 50%; + background: #f37626; + border-radius: 100% 0 0; + position: absolute; + top: 0; + left: 0; + content: ''; +} + +.jp-SpinnerContent::after { + background: var(--jp-layout-color0); + width: 75%; + height: 75%; + border-radius: 50%; + content: ''; + margin: auto; + position: absolute; + top: 0; + left: 0; + bottom: 0; + right: 0; +} + +@keyframes fadeIn { + 0% { + opacity: 0; + } + + 100% { + opacity: 1; + } +} + +@keyframes load3 { + 0% { + transform: rotate(0deg); + } + + 100% { + transform: rotate(360deg); + } +} + +/*----------------------------------------------------------------------------- +| Copyright (c) 2014-2017, Jupyter Development Team. +| +| Distributed under the terms of the Modified BSD License. +|----------------------------------------------------------------------------*/ + +button.jp-mod-styled { + font-size: var(--jp-ui-font-size1); + color: var(--jp-ui-font-color0); + border: none; + box-sizing: border-box; + text-align: center; + line-height: 32px; + height: 32px; + padding: 0 12px; + letter-spacing: 0.8px; + outline: none; + appearance: none; + -webkit-appearance: none; + -moz-appearance: none; +} + +input.jp-mod-styled { + background: var(--jp-input-background); + height: 28px; + box-sizing: border-box; + border: var(--jp-border-width) solid var(--jp-border-color1); + padding-left: 7px; + padding-right: 7px; + font-size: var(--jp-ui-font-size2); + color: var(--jp-ui-font-color0); + outline: none; + appearance: none; + -webkit-appearance: none; + -moz-appearance: none; +} + +input[type='checkbox'].jp-mod-styled { + appearance: checkbox; + -webkit-appearance: checkbox; + -moz-appearance: checkbox; + height: auto; +} + +input.jp-mod-styled:focus { + border: var(--jp-border-width) solid var(--md-blue-500); + box-shadow: inset 0 0 4px var(--md-blue-300); +} + +.jp-select-wrapper { + display: flex; + position: relative; + flex-direction: column; + padding: 1px; + background-color: var(--jp-layout-color1); + box-sizing: border-box; + margin-bottom: 12px; +} + +.jp-select-wrapper:not(.multiple) { + height: 28px; +} + +.jp-select-wrapper.jp-mod-focused select.jp-mod-styled { + border: var(--jp-border-width) solid var(--jp-input-active-border-color); + box-shadow: var(--jp-input-box-shadow); + background-color: var(--jp-input-active-background); +} + +select.jp-mod-styled:hover { + cursor: pointer; + color: var(--jp-ui-font-color0); + background-color: var(--jp-input-hover-background); + box-shadow: inset 0 0 1px rgba(0, 0, 0, 0.5); +} + +select.jp-mod-styled { + flex: 1 1 auto; + width: 100%; + font-size: var(--jp-ui-font-size2); + background: var(--jp-input-background); + color: var(--jp-ui-font-color0); + padding: 0 25px 0 8px; + border: var(--jp-border-width) solid var(--jp-input-border-color); + border-radius: 0; + outline: none; + appearance: none; + -webkit-appearance: none; + -moz-appearance: none; +} + +select.jp-mod-styled:not([multiple]) { + height: 32px; +} + +select.jp-mod-styled[multiple] { + max-height: 200px; + overflow-y: auto; +} + +/*----------------------------------------------------------------------------- +| Copyright (c) Jupyter Development Team. +| Distributed under the terms of the Modified BSD License. +|----------------------------------------------------------------------------*/ + +.jp-switch { + display: flex; + align-items: center; + padding-left: 4px; + padding-right: 4px; + font-size: var(--jp-ui-font-size1); + background-color: transparent; + color: var(--jp-ui-font-color1); + border: none; + height: 20px; +} + +.jp-switch:hover { + background-color: var(--jp-layout-color2); +} + +.jp-switch-label { + margin-right: 5px; + font-family: var(--jp-ui-font-family); +} + +.jp-switch-track { + cursor: pointer; + background-color: var(--jp-switch-color, var(--jp-border-color1)); + -webkit-transition: 0.4s; + transition: 0.4s; + border-radius: 34px; + height: 16px; + width: 35px; + position: relative; +} + +.jp-switch-track::before { + content: ''; + position: absolute; + height: 10px; + width: 10px; + margin: 3px; + left: 0; + background-color: var(--jp-ui-inverse-font-color1); + -webkit-transition: 0.4s; + transition: 0.4s; + border-radius: 50%; +} + +.jp-switch[aria-checked='true'] .jp-switch-track { + background-color: var(--jp-switch-true-position-color, var(--jp-warn-color0)); +} + +.jp-switch[aria-checked='true'] .jp-switch-track::before { + /* track width (35) - margins (3 + 3) - thumb width (10) */ + left: 19px; +} + +/*----------------------------------------------------------------------------- +| Copyright (c) 2014-2016, Jupyter Development Team. +| +| Distributed under the terms of the Modified BSD License. +|----------------------------------------------------------------------------*/ + +:root { + --jp-private-toolbar-height: calc( + 28px + var(--jp-border-width) + ); /* leave 28px for content */ +} + +.jp-Toolbar { + color: var(--jp-ui-font-color1); + flex: 0 0 auto; + display: flex; + flex-direction: row; + border-bottom: var(--jp-border-width) solid var(--jp-toolbar-border-color); + box-shadow: var(--jp-toolbar-box-shadow); + background: var(--jp-toolbar-background); + min-height: var(--jp-toolbar-micro-height); + padding: 2px; + z-index: 8; + overflow-x: hidden; +} + +/* Toolbar items */ + +.jp-Toolbar > .jp-Toolbar-item.jp-Toolbar-spacer { + flex-grow: 1; + flex-shrink: 1; +} + +.jp-Toolbar-item.jp-Toolbar-kernelStatus { + display: inline-block; + width: 32px; + background-repeat: no-repeat; + background-position: center; + background-size: 16px; +} + +.jp-Toolbar > .jp-Toolbar-item { + flex: 0 0 auto; + display: flex; + padding-left: 1px; + padding-right: 1px; + font-size: var(--jp-ui-font-size1); + line-height: var(--jp-private-toolbar-height); + height: 100%; +} + +/* Toolbar buttons */ + +/* This is the div we use to wrap the react component into a Widget */ +div.jp-ToolbarButton { + color: transparent; + border: none; + box-sizing: border-box; + outline: none; + appearance: none; + -webkit-appearance: none; + -moz-appearance: none; + padding: 0; + margin: 0; +} + +button.jp-ToolbarButtonComponent { + background: var(--jp-layout-color1); + border: none; + box-sizing: border-box; + outline: none; + appearance: none; + -webkit-appearance: none; + -moz-appearance: none; + padding: 0 6px; + margin: 0; + height: 24px; + border-radius: var(--jp-border-radius); + display: flex; + align-items: center; + text-align: center; + font-size: 14px; + min-width: unset; + min-height: unset; +} + +button.jp-ToolbarButtonComponent:disabled { + opacity: 0.4; +} + +button.jp-ToolbarButtonComponent > span { + padding: 0; + flex: 0 0 auto; +} + +button.jp-ToolbarButtonComponent .jp-ToolbarButtonComponent-label { + font-size: var(--jp-ui-font-size1); + line-height: 100%; + padding-left: 2px; + color: var(--jp-ui-font-color1); + font-family: var(--jp-ui-font-family); +} + +#jp-main-dock-panel[data-mode='single-document'] + .jp-MainAreaWidget + > .jp-Toolbar.jp-Toolbar-micro { + padding: 0; + min-height: 0; +} + +#jp-main-dock-panel[data-mode='single-document'] + .jp-MainAreaWidget + > .jp-Toolbar { + border: none; + box-shadow: none; +} + +/* + * Copyright (c) Jupyter Development Team. + * Distributed under the terms of the Modified BSD License. + */ + +.jp-WindowedPanel-outer { + position: relative; + overflow-y: auto; +} + +.jp-WindowedPanel-inner { + position: relative; +} + +.jp-WindowedPanel-window { + position: absolute; + left: 0; + right: 0; + overflow: visible; +} + +/*----------------------------------------------------------------------------- +| Copyright (c) Jupyter Development Team. +| Distributed under the terms of the Modified BSD License. +|----------------------------------------------------------------------------*/ + +/* Sibling imports */ + +body { + color: var(--jp-ui-font-color1); + font-size: var(--jp-ui-font-size1); +} + +/* Disable native link decoration styles everywhere outside of dialog boxes */ +a { + text-decoration: unset; + color: unset; +} + +a:hover { + text-decoration: unset; + color: unset; +} + +/* Accessibility for links inside dialog box text */ +.jp-Dialog-content a { + text-decoration: revert; + color: var(--jp-content-link-color); +} + +.jp-Dialog-content a:hover { + text-decoration: revert; +} + +/* Styles for ui-components */ +.jp-Button { + color: var(--jp-ui-font-color2); + border-radius: var(--jp-border-radius); + padding: 0 12px; + font-size: var(--jp-ui-font-size1); + + /* Copy from blueprint 3 */ + display: inline-flex; + flex-direction: row; + border: none; + cursor: pointer; + align-items: center; + justify-content: center; + text-align: left; + vertical-align: middle; + min-height: 30px; + min-width: 30px; +} + +.jp-Button:disabled { + cursor: not-allowed; +} + +.jp-Button:empty { + padding: 0 !important; +} + +.jp-Button.jp-mod-small { + min-height: 24px; + min-width: 24px; + font-size: 12px; + padding: 0 7px; +} + +/* Use our own theme for hover styles */ +.jp-Button.jp-mod-minimal:hover { + background-color: var(--jp-layout-color2); +} + +.jp-Button.jp-mod-minimal { + background: none; +} + +.jp-InputGroup { + display: block; + position: relative; +} + +.jp-InputGroup input { + box-sizing: border-box; + border: none; + border-radius: 0; + background-color: transparent; + color: var(--jp-ui-font-color0); + box-shadow: inset 0 0 0 var(--jp-border-width) var(--jp-input-border-color); + padding-bottom: 0; + padding-top: 0; + padding-left: 10px; + padding-right: 28px; + position: relative; + width: 100%; + -webkit-appearance: none; + -moz-appearance: none; + appearance: none; + font-size: 14px; + font-weight: 400; + height: 30px; + line-height: 30px; + outline: none; + vertical-align: middle; +} + +.jp-InputGroup input:focus { + box-shadow: inset 0 0 0 var(--jp-border-width) + var(--jp-input-active-box-shadow-color), + inset 0 0 0 3px var(--jp-input-active-box-shadow-color); +} + +.jp-InputGroup input:disabled { + cursor: not-allowed; + resize: block; + background-color: var(--jp-layout-color2); + color: var(--jp-ui-font-color2); +} + +.jp-InputGroup input:disabled ~ span { + cursor: not-allowed; + color: var(--jp-ui-font-color2); +} + +.jp-InputGroup input::placeholder, +input::placeholder { + color: var(--jp-ui-font-color2); +} + +.jp-InputGroupAction { + position: absolute; + bottom: 1px; + right: 0; + padding: 6px; +} + +.jp-HTMLSelect.jp-DefaultStyle select { + background-color: initial; + border: none; + border-radius: 0; + box-shadow: none; + color: var(--jp-ui-font-color0); + display: block; + font-size: var(--jp-ui-font-size1); + font-family: var(--jp-ui-font-family); + height: 24px; + line-height: 14px; + padding: 0 25px 0 10px; + text-align: left; + -moz-appearance: none; + -webkit-appearance: none; +} + +.jp-HTMLSelect.jp-DefaultStyle select:disabled { + background-color: var(--jp-layout-color2); + color: var(--jp-ui-font-color2); + cursor: not-allowed; + resize: block; +} + +.jp-HTMLSelect.jp-DefaultStyle select:disabled ~ span { + cursor: not-allowed; +} + +/* Use our own theme for hover and option styles */ +/* stylelint-disable-next-line selector-max-type */ +.jp-HTMLSelect.jp-DefaultStyle select:hover, +.jp-HTMLSelect.jp-DefaultStyle select > option { + background-color: var(--jp-layout-color2); + color: var(--jp-ui-font-color0); +} + +select { + box-sizing: border-box; +} + +/*----------------------------------------------------------------------------- +| Copyright (c) Jupyter Development Team. +| Distributed under the terms of the Modified BSD License. +|----------------------------------------------------------------------------*/ + +/*----------------------------------------------------------------------------- +| Styles +|----------------------------------------------------------------------------*/ + +.jp-StatusBar-Widget { + display: flex; + align-items: center; + background: var(--jp-layout-color2); + min-height: var(--jp-statusbar-height); + justify-content: space-between; + padding: 0 10px; +} + +.jp-StatusBar-Left { + display: flex; + align-items: center; + flex-direction: row; +} + +.jp-StatusBar-Middle { + display: flex; + align-items: center; +} + +.jp-StatusBar-Right { + display: flex; + align-items: center; + flex-direction: row-reverse; +} + +.jp-StatusBar-Item { + max-height: var(--jp-statusbar-height); + margin: 0 2px; + height: var(--jp-statusbar-height); + white-space: nowrap; + text-overflow: ellipsis; + color: var(--jp-ui-font-color1); + padding: 0 6px; +} + +.jp-mod-highlighted:hover { + background-color: var(--jp-layout-color3); +} + +.jp-mod-clicked { + background-color: var(--jp-brand-color1); +} + +.jp-mod-clicked:hover { + background-color: var(--jp-brand-color0); +} + +.jp-mod-clicked .jp-StatusBar-TextItem { + color: var(--jp-ui-inverse-font-color1); +} + +.jp-StatusBar-HoverItem { + box-shadow: '0px 4px 4px rgba(0, 0, 0, 0.25)'; +} + +.jp-StatusBar-TextItem { + font-size: var(--jp-ui-font-size1); + font-family: var(--jp-ui-font-family); + line-height: 24px; + color: var(--jp-ui-font-color1); +} + +.jp-StatusBar-GroupItem { + display: flex; + align-items: center; + flex-direction: row; +} + +.jp-Statusbar-ProgressCircle svg { + display: block; + margin: 0 auto; + width: 16px; + height: 24px; + align-self: normal; +} + +.jp-Statusbar-ProgressCircle path { + fill: var(--jp-inverse-layout-color3); +} + +.jp-Statusbar-ProgressBar-progress-bar { + height: 10px; + width: 100px; + border: solid 0.25px var(--jp-brand-color2); + border-radius: 3px; + overflow: hidden; + align-self: center; +} + +.jp-Statusbar-ProgressBar-progress-bar > div { + background-color: var(--jp-brand-color2); + background-image: linear-gradient( + -45deg, + rgba(255, 255, 255, 0.2) 25%, + transparent 25%, + transparent 50%, + rgba(255, 255, 255, 0.2) 50%, + rgba(255, 255, 255, 0.2) 75%, + transparent 75%, + transparent + ); + background-size: 40px 40px; + float: left; + width: 0%; + height: 100%; + font-size: 12px; + line-height: 14px; + color: #fff; + text-align: center; + animation: jp-Statusbar-ExecutionTime-progress-bar 2s linear infinite; +} + +.jp-Statusbar-ProgressBar-progress-bar p { + color: var(--jp-ui-font-color1); + font-family: var(--jp-ui-font-family); + font-size: var(--jp-ui-font-size1); + line-height: 10px; + width: 100px; +} + +@keyframes jp-Statusbar-ExecutionTime-progress-bar { + 0% { + background-position: 0 0; + } + + 100% { + background-position: 40px 40px; + } +} + +/*----------------------------------------------------------------------------- +| Copyright (c) Jupyter Development Team. +| Distributed under the terms of the Modified BSD License. +|----------------------------------------------------------------------------*/ + +/*----------------------------------------------------------------------------- +| Variables +|----------------------------------------------------------------------------*/ + +:root { + --jp-private-commandpalette-search-height: 28px; +} + +/*----------------------------------------------------------------------------- +| Overall styles +|----------------------------------------------------------------------------*/ + +.lm-CommandPalette { + padding-bottom: 0; + color: var(--jp-ui-font-color1); + background: var(--jp-layout-color1); + + /* This is needed so that all font sizing of children done in ems is + * relative to this base size */ + font-size: var(--jp-ui-font-size1); +} + +/*----------------------------------------------------------------------------- +| Modal variant +|----------------------------------------------------------------------------*/ + +.jp-ModalCommandPalette { + position: absolute; + z-index: 10000; + top: 38px; + left: 30%; + margin: 0; + padding: 4px; + width: 40%; + box-shadow: var(--jp-elevation-z4); + border-radius: 4px; + background: var(--jp-layout-color0); +} + +.jp-ModalCommandPalette .lm-CommandPalette { + max-height: 40vh; +} + +.jp-ModalCommandPalette .lm-CommandPalette .lm-close-icon::after { + display: none; +} + +.jp-ModalCommandPalette .lm-CommandPalette .lm-CommandPalette-header { + display: none; +} + +.jp-ModalCommandPalette .lm-CommandPalette .lm-CommandPalette-item { + margin-left: 4px; + margin-right: 4px; +} + +.jp-ModalCommandPalette + .lm-CommandPalette + .lm-CommandPalette-item.lm-mod-disabled { + display: none; +} + +/*----------------------------------------------------------------------------- +| Search +|----------------------------------------------------------------------------*/ + +.lm-CommandPalette-search { + padding: 4px; + background-color: var(--jp-layout-color1); + z-index: 2; +} + +.lm-CommandPalette-wrapper { + overflow: overlay; + padding: 0 9px; + background-color: var(--jp-input-active-background); + height: 30px; + box-shadow: inset 0 0 0 var(--jp-border-width) var(--jp-input-border-color); +} + +.lm-CommandPalette.lm-mod-focused .lm-CommandPalette-wrapper { + box-shadow: inset 0 0 0 1px var(--jp-input-active-box-shadow-color), + inset 0 0 0 3px var(--jp-input-active-box-shadow-color); +} + +.jp-SearchIconGroup { + color: white; + background-color: var(--jp-brand-color1); + position: absolute; + top: 4px; + right: 4px; + padding: 5px 5px 1px; +} + +.jp-SearchIconGroup svg { + height: 20px; + width: 20px; +} + +.jp-SearchIconGroup .jp-icon3[fill] { + fill: var(--jp-layout-color0); +} + +.lm-CommandPalette-input { + background: transparent; + width: calc(100% - 18px); + float: left; + border: none; + outline: none; + font-size: var(--jp-ui-font-size1); + color: var(--jp-ui-font-color0); + line-height: var(--jp-private-commandpalette-search-height); +} + +.lm-CommandPalette-input::-webkit-input-placeholder, +.lm-CommandPalette-input::-moz-placeholder, +.lm-CommandPalette-input:-ms-input-placeholder { + color: var(--jp-ui-font-color2); + font-size: var(--jp-ui-font-size1); +} + +/*----------------------------------------------------------------------------- +| Results +|----------------------------------------------------------------------------*/ + +.lm-CommandPalette-header:first-child { + margin-top: 0; +} + +.lm-CommandPalette-header { + border-bottom: solid var(--jp-border-width) var(--jp-border-color2); + color: var(--jp-ui-font-color1); + cursor: pointer; + display: flex; + font-size: var(--jp-ui-font-size0); + font-weight: 600; + letter-spacing: 1px; + margin-top: 8px; + padding: 8px 0 8px 12px; + text-transform: uppercase; +} + +.lm-CommandPalette-header.lm-mod-active { + background: var(--jp-layout-color2); +} + +.lm-CommandPalette-header > mark { + background-color: transparent; + font-weight: bold; + color: var(--jp-ui-font-color1); +} + +.lm-CommandPalette-item { + padding: 4px 12px 4px 4px; + color: var(--jp-ui-font-color1); + font-size: var(--jp-ui-font-size1); + font-weight: 400; + display: flex; +} + +.lm-CommandPalette-item.lm-mod-disabled { + color: var(--jp-ui-font-color2); +} + +.lm-CommandPalette-item.lm-mod-active { + color: var(--jp-ui-inverse-font-color1); + background: var(--jp-brand-color1); +} + +.lm-CommandPalette-item.lm-mod-active .lm-CommandPalette-itemLabel > mark { + color: var(--jp-ui-inverse-font-color0); +} + +.lm-CommandPalette-item.lm-mod-active .jp-icon-selectable[fill] { + fill: var(--jp-layout-color0); +} + +.lm-CommandPalette-item.lm-mod-active:hover:not(.lm-mod-disabled) { + color: var(--jp-ui-inverse-font-color1); + background: var(--jp-brand-color1); +} + +.lm-CommandPalette-item:hover:not(.lm-mod-active):not(.lm-mod-disabled) { + background: var(--jp-layout-color2); +} + +.lm-CommandPalette-itemContent { + overflow: hidden; +} + +.lm-CommandPalette-itemLabel > mark { + color: var(--jp-ui-font-color0); + background-color: transparent; + font-weight: bold; +} + +.lm-CommandPalette-item.lm-mod-disabled mark { + color: var(--jp-ui-font-color2); +} + +.lm-CommandPalette-item .lm-CommandPalette-itemIcon { + margin: 0 4px 0 0; + position: relative; + width: 16px; + top: 2px; + flex: 0 0 auto; +} + +.lm-CommandPalette-item.lm-mod-disabled .lm-CommandPalette-itemIcon { + opacity: 0.6; +} + +.lm-CommandPalette-item .lm-CommandPalette-itemShortcut { + flex: 0 0 auto; +} + +.lm-CommandPalette-itemCaption { + display: none; +} + +.lm-CommandPalette-content { + background-color: var(--jp-layout-color1); +} + +.lm-CommandPalette-content:empty::after { + content: 'No results'; + margin: auto; + margin-top: 20px; + width: 100px; + display: block; + font-size: var(--jp-ui-font-size2); + font-family: var(--jp-ui-font-family); + font-weight: lighter; +} + +.lm-CommandPalette-emptyMessage { + text-align: center; + margin-top: 24px; + line-height: 1.32; + padding: 0 8px; + color: var(--jp-content-font-color3); +} + +/*----------------------------------------------------------------------------- +| Copyright (c) 2014-2017, Jupyter Development Team. +| +| Distributed under the terms of the Modified BSD License. +|----------------------------------------------------------------------------*/ + +.jp-Dialog { + position: absolute; + z-index: 10000; + display: flex; + flex-direction: column; + align-items: center; + justify-content: center; + top: 0; + left: 0; + margin: 0; + padding: 0; + width: 100%; + height: 100%; + background: var(--jp-dialog-background); +} + +.jp-Dialog-content { + display: flex; + flex-direction: column; + margin-left: auto; + margin-right: auto; + background: var(--jp-layout-color1); + padding: 24px 24px 12px; + min-width: 300px; + min-height: 150px; + max-width: 1000px; + max-height: 500px; + box-sizing: border-box; + box-shadow: var(--jp-elevation-z20); + word-wrap: break-word; + border-radius: var(--jp-border-radius); + + /* This is needed so that all font sizing of children done in ems is + * relative to this base size */ + font-size: var(--jp-ui-font-size1); + color: var(--jp-ui-font-color1); + resize: both; +} + +.jp-Dialog-content.jp-Dialog-content-small { + max-width: 500px; +} + +.jp-Dialog-button { + overflow: visible; +} + +button.jp-Dialog-button:focus { + outline: 1px solid var(--jp-brand-color1); + outline-offset: 4px; + -moz-outline-radius: 0; +} + +button.jp-Dialog-button:focus::-moz-focus-inner { + border: 0; +} + +button.jp-Dialog-button.jp-mod-styled.jp-mod-accept:focus, +button.jp-Dialog-button.jp-mod-styled.jp-mod-warn:focus, +button.jp-Dialog-button.jp-mod-styled.jp-mod-reject:focus { + outline-offset: 4px; + -moz-outline-radius: 0; +} + +button.jp-Dialog-button.jp-mod-styled.jp-mod-accept:focus { + outline: 1px solid var(--jp-accept-color-normal, var(--jp-brand-color1)); +} + +button.jp-Dialog-button.jp-mod-styled.jp-mod-warn:focus { + outline: 1px solid var(--jp-warn-color-normal, var(--jp-error-color1)); +} + +button.jp-Dialog-button.jp-mod-styled.jp-mod-reject:focus { + outline: 1px solid var(--jp-reject-color-normal, var(--md-grey-600)); +} + +button.jp-Dialog-close-button { + padding: 0; + height: 100%; + min-width: unset; + min-height: unset; +} + +.jp-Dialog-header { + display: flex; + justify-content: space-between; + flex: 0 0 auto; + padding-bottom: 12px; + font-size: var(--jp-ui-font-size3); + font-weight: 400; + color: var(--jp-ui-font-color1); +} + +.jp-Dialog-body { + display: flex; + flex-direction: column; + flex: 1 1 auto; + font-size: var(--jp-ui-font-size1); + background: var(--jp-layout-color1); + color: var(--jp-ui-font-color1); + overflow: auto; +} + +.jp-Dialog-footer { + display: flex; + flex-direction: row; + justify-content: flex-end; + align-items: center; + flex: 0 0 auto; + margin-left: -12px; + margin-right: -12px; + padding: 12px; +} + +.jp-Dialog-checkbox { + padding-right: 5px; +} + +.jp-Dialog-checkbox > input:focus-visible { + outline: 1px solid var(--jp-input-active-border-color); + outline-offset: 1px; +} + +.jp-Dialog-spacer { + flex: 1 1 auto; +} + +.jp-Dialog-title { + overflow: hidden; + white-space: nowrap; + text-overflow: ellipsis; +} + +.jp-Dialog-body > .jp-select-wrapper { + width: 100%; +} + +.jp-Dialog-body > button { + padding: 0 16px; +} + +.jp-Dialog-body > label { + line-height: 1.4; + color: var(--jp-ui-font-color0); +} + +.jp-Dialog-button.jp-mod-styled:not(:last-child) { + margin-right: 12px; +} + +/* + * Copyright (c) Jupyter Development Team. + * Distributed under the terms of the Modified BSD License. + */ + +.jp-Input-Boolean-Dialog { + flex-direction: row-reverse; + align-items: end; + width: 100%; +} + +.jp-Input-Boolean-Dialog > label { + flex: 1 1 auto; +} + +/*----------------------------------------------------------------------------- +| Copyright (c) 2014-2016, Jupyter Development Team. +| +| Distributed under the terms of the Modified BSD License. +|----------------------------------------------------------------------------*/ + +.jp-MainAreaWidget > :focus { + outline: none; +} + +.jp-MainAreaWidget .jp-MainAreaWidget-error { + padding: 6px; +} + +.jp-MainAreaWidget .jp-MainAreaWidget-error > pre { + width: auto; + padding: 10px; + background: var(--jp-error-color3); + border: var(--jp-border-width) solid var(--jp-error-color1); + border-radius: var(--jp-border-radius); + color: var(--jp-ui-font-color1); + font-size: var(--jp-ui-font-size1); + white-space: pre-wrap; + word-wrap: break-word; +} + +/* + * Copyright (c) Jupyter Development Team. + * Distributed under the terms of the Modified BSD License. + */ + +/** + * google-material-color v1.2.6 + * https://github.com/danlevan/google-material-color + */ +:root { + --md-red-50: #ffebee; + --md-red-100: #ffcdd2; + --md-red-200: #ef9a9a; + --md-red-300: #e57373; + --md-red-400: #ef5350; + --md-red-500: #f44336; + --md-red-600: #e53935; + --md-red-700: #d32f2f; + --md-red-800: #c62828; + --md-red-900: #b71c1c; + --md-red-A100: #ff8a80; + --md-red-A200: #ff5252; + --md-red-A400: #ff1744; + --md-red-A700: #d50000; + --md-pink-50: #fce4ec; + --md-pink-100: #f8bbd0; + --md-pink-200: #f48fb1; + --md-pink-300: #f06292; + --md-pink-400: #ec407a; + --md-pink-500: #e91e63; + --md-pink-600: #d81b60; + --md-pink-700: #c2185b; + --md-pink-800: #ad1457; + --md-pink-900: #880e4f; + --md-pink-A100: #ff80ab; + --md-pink-A200: #ff4081; + --md-pink-A400: #f50057; + --md-pink-A700: #c51162; + --md-purple-50: #f3e5f5; + --md-purple-100: #e1bee7; + --md-purple-200: #ce93d8; + --md-purple-300: #ba68c8; + --md-purple-400: #ab47bc; + --md-purple-500: #9c27b0; + --md-purple-600: #8e24aa; + --md-purple-700: #7b1fa2; + --md-purple-800: #6a1b9a; + --md-purple-900: #4a148c; + --md-purple-A100: #ea80fc; + --md-purple-A200: #e040fb; + --md-purple-A400: #d500f9; + --md-purple-A700: #a0f; + --md-deep-purple-50: #ede7f6; + --md-deep-purple-100: #d1c4e9; + --md-deep-purple-200: #b39ddb; + --md-deep-purple-300: #9575cd; + --md-deep-purple-400: #7e57c2; + --md-deep-purple-500: #673ab7; + --md-deep-purple-600: #5e35b1; + --md-deep-purple-700: #512da8; + --md-deep-purple-800: #4527a0; + --md-deep-purple-900: #311b92; + --md-deep-purple-A100: #b388ff; + --md-deep-purple-A200: #7c4dff; + --md-deep-purple-A400: #651fff; + --md-deep-purple-A700: #6200ea; + --md-indigo-50: #e8eaf6; + --md-indigo-100: #c5cae9; + --md-indigo-200: #9fa8da; + --md-indigo-300: #7986cb; + --md-indigo-400: #5c6bc0; + --md-indigo-500: #3f51b5; + --md-indigo-600: #3949ab; + --md-indigo-700: #303f9f; + --md-indigo-800: #283593; + --md-indigo-900: #1a237e; + --md-indigo-A100: #8c9eff; + --md-indigo-A200: #536dfe; + --md-indigo-A400: #3d5afe; + --md-indigo-A700: #304ffe; + --md-blue-50: #e3f2fd; + --md-blue-100: #bbdefb; + --md-blue-200: #90caf9; + --md-blue-300: #64b5f6; + --md-blue-400: #42a5f5; + --md-blue-500: #2196f3; + --md-blue-600: #1e88e5; + --md-blue-700: #1976d2; + --md-blue-800: #1565c0; + --md-blue-900: #0d47a1; + --md-blue-A100: #82b1ff; + --md-blue-A200: #448aff; + --md-blue-A400: #2979ff; + --md-blue-A700: #2962ff; + --md-light-blue-50: #e1f5fe; + --md-light-blue-100: #b3e5fc; + --md-light-blue-200: #81d4fa; + --md-light-blue-300: #4fc3f7; + --md-light-blue-400: #29b6f6; + --md-light-blue-500: #03a9f4; + --md-light-blue-600: #039be5; + --md-light-blue-700: #0288d1; + --md-light-blue-800: #0277bd; + --md-light-blue-900: #01579b; + --md-light-blue-A100: #80d8ff; + --md-light-blue-A200: #40c4ff; + --md-light-blue-A400: #00b0ff; + --md-light-blue-A700: #0091ea; + --md-cyan-50: #e0f7fa; + --md-cyan-100: #b2ebf2; + --md-cyan-200: #80deea; + --md-cyan-300: #4dd0e1; + --md-cyan-400: #26c6da; + --md-cyan-500: #00bcd4; + --md-cyan-600: #00acc1; + --md-cyan-700: #0097a7; + --md-cyan-800: #00838f; + --md-cyan-900: #006064; + --md-cyan-A100: #84ffff; + --md-cyan-A200: #18ffff; + --md-cyan-A400: #00e5ff; + --md-cyan-A700: #00b8d4; + --md-teal-50: #e0f2f1; + --md-teal-100: #b2dfdb; + --md-teal-200: #80cbc4; + --md-teal-300: #4db6ac; + --md-teal-400: #26a69a; + --md-teal-500: #009688; + --md-teal-600: #00897b; + --md-teal-700: #00796b; + --md-teal-800: #00695c; + --md-teal-900: #004d40; + --md-teal-A100: #a7ffeb; + --md-teal-A200: #64ffda; + --md-teal-A400: #1de9b6; + --md-teal-A700: #00bfa5; + --md-green-50: #e8f5e9; + --md-green-100: #c8e6c9; + --md-green-200: #a5d6a7; + --md-green-300: #81c784; + --md-green-400: #66bb6a; + --md-green-500: #4caf50; + --md-green-600: #43a047; + --md-green-700: #388e3c; + --md-green-800: #2e7d32; + --md-green-900: #1b5e20; + --md-green-A100: #b9f6ca; + --md-green-A200: #69f0ae; + --md-green-A400: #00e676; + --md-green-A700: #00c853; + --md-light-green-50: #f1f8e9; + --md-light-green-100: #dcedc8; + --md-light-green-200: #c5e1a5; + --md-light-green-300: #aed581; + --md-light-green-400: #9ccc65; + --md-light-green-500: #8bc34a; + --md-light-green-600: #7cb342; + --md-light-green-700: #689f38; + --md-light-green-800: #558b2f; + --md-light-green-900: #33691e; + --md-light-green-A100: #ccff90; + --md-light-green-A200: #b2ff59; + --md-light-green-A400: #76ff03; + --md-light-green-A700: #64dd17; + --md-lime-50: #f9fbe7; + --md-lime-100: #f0f4c3; + --md-lime-200: #e6ee9c; + --md-lime-300: #dce775; + --md-lime-400: #d4e157; + --md-lime-500: #cddc39; + --md-lime-600: #c0ca33; + --md-lime-700: #afb42b; + --md-lime-800: #9e9d24; + --md-lime-900: #827717; + --md-lime-A100: #f4ff81; + --md-lime-A200: #eeff41; + --md-lime-A400: #c6ff00; + --md-lime-A700: #aeea00; + --md-yellow-50: #fffde7; + --md-yellow-100: #fff9c4; + --md-yellow-200: #fff59d; + --md-yellow-300: #fff176; + --md-yellow-400: #ffee58; + --md-yellow-500: #ffeb3b; + --md-yellow-600: #fdd835; + --md-yellow-700: #fbc02d; + --md-yellow-800: #f9a825; + --md-yellow-900: #f57f17; + --md-yellow-A100: #ffff8d; + --md-yellow-A200: #ff0; + --md-yellow-A400: #ffea00; + --md-yellow-A700: #ffd600; + --md-amber-50: #fff8e1; + --md-amber-100: #ffecb3; + --md-amber-200: #ffe082; + --md-amber-300: #ffd54f; + --md-amber-400: #ffca28; + --md-amber-500: #ffc107; + --md-amber-600: #ffb300; + --md-amber-700: #ffa000; + --md-amber-800: #ff8f00; + --md-amber-900: #ff6f00; + --md-amber-A100: #ffe57f; + --md-amber-A200: #ffd740; + --md-amber-A400: #ffc400; + --md-amber-A700: #ffab00; + --md-orange-50: #fff3e0; + --md-orange-100: #ffe0b2; + --md-orange-200: #ffcc80; + --md-orange-300: #ffb74d; + --md-orange-400: #ffa726; + --md-orange-500: #ff9800; + --md-orange-600: #fb8c00; + --md-orange-700: #f57c00; + --md-orange-800: #ef6c00; + --md-orange-900: #e65100; + --md-orange-A100: #ffd180; + --md-orange-A200: #ffab40; + --md-orange-A400: #ff9100; + --md-orange-A700: #ff6d00; + --md-deep-orange-50: #fbe9e7; + --md-deep-orange-100: #ffccbc; + --md-deep-orange-200: #ffab91; + --md-deep-orange-300: #ff8a65; + --md-deep-orange-400: #ff7043; + --md-deep-orange-500: #ff5722; + --md-deep-orange-600: #f4511e; + --md-deep-orange-700: #e64a19; + --md-deep-orange-800: #d84315; + --md-deep-orange-900: #bf360c; + --md-deep-orange-A100: #ff9e80; + --md-deep-orange-A200: #ff6e40; + --md-deep-orange-A400: #ff3d00; + --md-deep-orange-A700: #dd2c00; + --md-brown-50: #efebe9; + --md-brown-100: #d7ccc8; + --md-brown-200: #bcaaa4; + --md-brown-300: #a1887f; + --md-brown-400: #8d6e63; + --md-brown-500: #795548; + --md-brown-600: #6d4c41; + --md-brown-700: #5d4037; + --md-brown-800: #4e342e; + --md-brown-900: #3e2723; + --md-grey-50: #fafafa; + --md-grey-100: #f5f5f5; + --md-grey-200: #eee; + --md-grey-300: #e0e0e0; + --md-grey-400: #bdbdbd; + --md-grey-500: #9e9e9e; + --md-grey-600: #757575; + --md-grey-700: #616161; + --md-grey-800: #424242; + --md-grey-900: #212121; + --md-blue-grey-50: #eceff1; + --md-blue-grey-100: #cfd8dc; + --md-blue-grey-200: #b0bec5; + --md-blue-grey-300: #90a4ae; + --md-blue-grey-400: #78909c; + --md-blue-grey-500: #607d8b; + --md-blue-grey-600: #546e7a; + --md-blue-grey-700: #455a64; + --md-blue-grey-800: #37474f; + --md-blue-grey-900: #263238; +} + +/*----------------------------------------------------------------------------- +| Copyright (c) 2014-2017, Jupyter Development Team. +| +| Distributed under the terms of the Modified BSD License. +|----------------------------------------------------------------------------*/ + +/*----------------------------------------------------------------------------- +| Copyright (c) Jupyter Development Team. +| Distributed under the terms of the Modified BSD License. +|----------------------------------------------------------------------------*/ + +/*----------------------------------------------------------------------------- +| RenderedText +|----------------------------------------------------------------------------*/ + +:root { + /* This is the padding value to fill the gaps between lines containing spans with background color. */ + --jp-private-code-span-padding: calc( + (var(--jp-code-line-height) - 1) * var(--jp-code-font-size) / 2 + ); +} + +.jp-RenderedText { + text-align: left; + padding-left: var(--jp-code-padding); + line-height: var(--jp-code-line-height); + font-family: var(--jp-code-font-family); +} + +.jp-RenderedText pre, +.jp-RenderedJavaScript pre, +.jp-RenderedHTMLCommon pre { + color: var(--jp-content-font-color1); + font-size: var(--jp-code-font-size); + border: none; + margin: 0; + padding: 0; +} + +.jp-RenderedText pre a:link { + text-decoration: none; + color: var(--jp-content-link-color); +} + +.jp-RenderedText pre a:hover { + text-decoration: underline; + color: var(--jp-content-link-color); +} + +.jp-RenderedText pre a:visited { + text-decoration: none; + color: var(--jp-content-link-color); +} + +/* console foregrounds and backgrounds */ +.jp-RenderedText pre .ansi-black-fg { + color: #3e424d; +} + +.jp-RenderedText pre .ansi-red-fg { + color: #e75c58; +} + +.jp-RenderedText pre .ansi-green-fg { + color: #00a250; +} + +.jp-RenderedText pre .ansi-yellow-fg { + color: #ddb62b; +} + +.jp-RenderedText pre .ansi-blue-fg { + color: #208ffb; +} + +.jp-RenderedText pre .ansi-magenta-fg { + color: #d160c4; +} + +.jp-RenderedText pre .ansi-cyan-fg { + color: #60c6c8; +} + +.jp-RenderedText pre .ansi-white-fg { + color: #c5c1b4; +} + +.jp-RenderedText pre .ansi-black-bg { + background-color: #3e424d; + padding: var(--jp-private-code-span-padding) 0; +} + +.jp-RenderedText pre .ansi-red-bg { + background-color: #e75c58; + padding: var(--jp-private-code-span-padding) 0; +} + +.jp-RenderedText pre .ansi-green-bg { + background-color: #00a250; + padding: var(--jp-private-code-span-padding) 0; +} + +.jp-RenderedText pre .ansi-yellow-bg { + background-color: #ddb62b; + padding: var(--jp-private-code-span-padding) 0; +} + +.jp-RenderedText pre .ansi-blue-bg { + background-color: #208ffb; + padding: var(--jp-private-code-span-padding) 0; +} + +.jp-RenderedText pre .ansi-magenta-bg { + background-color: #d160c4; + padding: var(--jp-private-code-span-padding) 0; +} + +.jp-RenderedText pre .ansi-cyan-bg { + background-color: #60c6c8; + padding: var(--jp-private-code-span-padding) 0; +} + +.jp-RenderedText pre .ansi-white-bg { + background-color: #c5c1b4; + padding: var(--jp-private-code-span-padding) 0; +} + +.jp-RenderedText pre .ansi-black-intense-fg { + color: #282c36; +} + +.jp-RenderedText pre .ansi-red-intense-fg { + color: #b22b31; +} + +.jp-RenderedText pre .ansi-green-intense-fg { + color: #007427; +} + +.jp-RenderedText pre .ansi-yellow-intense-fg { + color: #b27d12; +} + +.jp-RenderedText pre .ansi-blue-intense-fg { + color: #0065ca; +} + +.jp-RenderedText pre .ansi-magenta-intense-fg { + color: #a03196; +} + +.jp-RenderedText pre .ansi-cyan-intense-fg { + color: #258f8f; +} + +.jp-RenderedText pre .ansi-white-intense-fg { + color: #a1a6b2; +} + +.jp-RenderedText pre .ansi-black-intense-bg { + background-color: #282c36; + padding: var(--jp-private-code-span-padding) 0; +} + +.jp-RenderedText pre .ansi-red-intense-bg { + background-color: #b22b31; + padding: var(--jp-private-code-span-padding) 0; +} + +.jp-RenderedText pre .ansi-green-intense-bg { + background-color: #007427; + padding: var(--jp-private-code-span-padding) 0; +} + +.jp-RenderedText pre .ansi-yellow-intense-bg { + background-color: #b27d12; + padding: var(--jp-private-code-span-padding) 0; +} + +.jp-RenderedText pre .ansi-blue-intense-bg { + background-color: #0065ca; + padding: var(--jp-private-code-span-padding) 0; +} + +.jp-RenderedText pre .ansi-magenta-intense-bg { + background-color: #a03196; + padding: var(--jp-private-code-span-padding) 0; +} + +.jp-RenderedText pre .ansi-cyan-intense-bg { + background-color: #258f8f; + padding: var(--jp-private-code-span-padding) 0; +} + +.jp-RenderedText pre .ansi-white-intense-bg { + background-color: #a1a6b2; + padding: var(--jp-private-code-span-padding) 0; +} + +.jp-RenderedText pre .ansi-default-inverse-fg { + color: var(--jp-ui-inverse-font-color0); +} + +.jp-RenderedText pre .ansi-default-inverse-bg { + background-color: var(--jp-inverse-layout-color0); + padding: var(--jp-private-code-span-padding) 0; +} + +.jp-RenderedText pre .ansi-bold { + font-weight: bold; +} + +.jp-RenderedText pre .ansi-underline { + text-decoration: underline; +} + +.jp-RenderedText[data-mime-type='application/vnd.jupyter.stderr'] { + background: var(--jp-rendermime-error-background); + padding-top: var(--jp-code-padding); +} + +/*----------------------------------------------------------------------------- +| RenderedLatex +|----------------------------------------------------------------------------*/ + +.jp-RenderedLatex { + color: var(--jp-content-font-color1); + font-size: var(--jp-content-font-size1); + line-height: var(--jp-content-line-height); +} + +/* Left-justify outputs.*/ +.jp-OutputArea-output.jp-RenderedLatex { + padding: var(--jp-code-padding); + text-align: left; +} + +/*----------------------------------------------------------------------------- +| RenderedHTML +|----------------------------------------------------------------------------*/ + +.jp-RenderedHTMLCommon { + color: var(--jp-content-font-color1); + font-family: var(--jp-content-font-family); + font-size: var(--jp-content-font-size1); + line-height: var(--jp-content-line-height); + + /* Give a bit more R padding on Markdown text to keep line lengths reasonable */ + padding-right: 20px; +} + +.jp-RenderedHTMLCommon em { + font-style: italic; +} + +.jp-RenderedHTMLCommon strong { + font-weight: bold; +} + +.jp-RenderedHTMLCommon u { + text-decoration: underline; +} + +.jp-RenderedHTMLCommon a:link { + text-decoration: none; + color: var(--jp-content-link-color); +} + +.jp-RenderedHTMLCommon a:hover { + text-decoration: underline; + color: var(--jp-content-link-color); +} + +.jp-RenderedHTMLCommon a:visited { + text-decoration: none; + color: var(--jp-content-link-color); +} + +/* Headings */ + +.jp-RenderedHTMLCommon h1, +.jp-RenderedHTMLCommon h2, +.jp-RenderedHTMLCommon h3, +.jp-RenderedHTMLCommon h4, +.jp-RenderedHTMLCommon h5, +.jp-RenderedHTMLCommon h6 { + line-height: var(--jp-content-heading-line-height); + font-weight: var(--jp-content-heading-font-weight); + font-style: normal; + margin: var(--jp-content-heading-margin-top) 0 + var(--jp-content-heading-margin-bottom) 0; +} + +.jp-RenderedHTMLCommon h1:first-child, +.jp-RenderedHTMLCommon h2:first-child, +.jp-RenderedHTMLCommon h3:first-child, +.jp-RenderedHTMLCommon h4:first-child, +.jp-RenderedHTMLCommon h5:first-child, +.jp-RenderedHTMLCommon h6:first-child { + margin-top: calc(0.5 * var(--jp-content-heading-margin-top)); +} + +.jp-RenderedHTMLCommon h1:last-child, +.jp-RenderedHTMLCommon h2:last-child, +.jp-RenderedHTMLCommon h3:last-child, +.jp-RenderedHTMLCommon h4:last-child, +.jp-RenderedHTMLCommon h5:last-child, +.jp-RenderedHTMLCommon h6:last-child { + margin-bottom: calc(0.5 * var(--jp-content-heading-margin-bottom)); +} + +.jp-RenderedHTMLCommon h1 { + font-size: var(--jp-content-font-size5); +} + +.jp-RenderedHTMLCommon h2 { + font-size: var(--jp-content-font-size4); +} + +.jp-RenderedHTMLCommon h3 { + font-size: var(--jp-content-font-size3); +} + +.jp-RenderedHTMLCommon h4 { + font-size: var(--jp-content-font-size2); +} + +.jp-RenderedHTMLCommon h5 { + font-size: var(--jp-content-font-size1); +} + +.jp-RenderedHTMLCommon h6 { + font-size: var(--jp-content-font-size0); +} + +/* Lists */ + +/* stylelint-disable selector-max-type, selector-max-compound-selectors */ + +.jp-RenderedHTMLCommon ul:not(.list-inline), +.jp-RenderedHTMLCommon ol:not(.list-inline) { + padding-left: 2em; +} + +.jp-RenderedHTMLCommon ul { + list-style: disc; +} + +.jp-RenderedHTMLCommon ul ul { + list-style: square; +} + +.jp-RenderedHTMLCommon ul ul ul { + list-style: circle; +} + +.jp-RenderedHTMLCommon ol { + list-style: decimal; +} + +.jp-RenderedHTMLCommon ol ol { + list-style: upper-alpha; +} + +.jp-RenderedHTMLCommon ol ol ol { + list-style: lower-alpha; +} + +.jp-RenderedHTMLCommon ol ol ol ol { + list-style: lower-roman; +} + +.jp-RenderedHTMLCommon ol ol ol ol ol { + list-style: decimal; +} + +.jp-RenderedHTMLCommon ol, +.jp-RenderedHTMLCommon ul { + margin-bottom: 1em; +} + +.jp-RenderedHTMLCommon ul ul, +.jp-RenderedHTMLCommon ul ol, +.jp-RenderedHTMLCommon ol ul, +.jp-RenderedHTMLCommon ol ol { + margin-bottom: 0; +} + +/* stylelint-enable selector-max-type, selector-max-compound-selectors */ + +.jp-RenderedHTMLCommon hr { + color: var(--jp-border-color2); + background-color: var(--jp-border-color1); + margin-top: 1em; + margin-bottom: 1em; +} + +.jp-RenderedHTMLCommon > pre { + margin: 1.5em 2em; +} + +.jp-RenderedHTMLCommon pre, +.jp-RenderedHTMLCommon code { + border: 0; + background-color: var(--jp-layout-color0); + color: var(--jp-content-font-color1); + font-family: var(--jp-code-font-family); + font-size: inherit; + line-height: var(--jp-code-line-height); + padding: 0; + white-space: pre-wrap; +} + +.jp-RenderedHTMLCommon :not(pre) > code { + background-color: var(--jp-layout-color2); + padding: 1px 5px; +} + +/* Tables */ + +.jp-RenderedHTMLCommon table { + border-collapse: collapse; + border-spacing: 0; + border: none; + color: var(--jp-ui-font-color1); + font-size: var(--jp-ui-font-size1); + table-layout: fixed; + margin-left: auto; + margin-bottom: 1em; + margin-right: auto; +} + +.jp-RenderedHTMLCommon thead { + border-bottom: var(--jp-border-width) solid var(--jp-border-color1); + vertical-align: bottom; +} + +.jp-RenderedHTMLCommon td, +.jp-RenderedHTMLCommon th, +.jp-RenderedHTMLCommon tr { + vertical-align: middle; + padding: 0.5em; + line-height: normal; + white-space: normal; + max-width: none; + border: none; +} + +.jp-RenderedMarkdown.jp-RenderedHTMLCommon td, +.jp-RenderedMarkdown.jp-RenderedHTMLCommon th { + max-width: none; +} + +:not(.jp-RenderedMarkdown).jp-RenderedHTMLCommon td, +:not(.jp-RenderedMarkdown).jp-RenderedHTMLCommon th, +:not(.jp-RenderedMarkdown).jp-RenderedHTMLCommon tr { + text-align: right; +} + +.jp-RenderedHTMLCommon th { + font-weight: bold; +} + +.jp-RenderedHTMLCommon tbody tr:nth-child(odd) { + background: var(--jp-layout-color0); +} + +.jp-RenderedHTMLCommon tbody tr:nth-child(even) { + background: var(--jp-rendermime-table-row-background); +} + +.jp-RenderedHTMLCommon tbody tr:hover { + background: var(--jp-rendermime-table-row-hover-background); +} + +.jp-RenderedHTMLCommon p { + text-align: left; + margin: 0; + margin-bottom: 1em; +} + +.jp-RenderedHTMLCommon img { + -moz-force-broken-image-icon: 1; +} + +/* Restrict to direct children as other images could be nested in other content. */ +.jp-RenderedHTMLCommon > img { + display: block; + margin-left: 0; + margin-right: 0; + margin-bottom: 1em; +} + +/* Change color behind transparent images if they need it... */ +[data-jp-theme-light='false'] .jp-RenderedImage img.jp-needs-light-background { + background-color: var(--jp-inverse-layout-color1); +} + +[data-jp-theme-light='true'] .jp-RenderedImage img.jp-needs-dark-background { + background-color: var(--jp-inverse-layout-color1); +} + +.jp-RenderedHTMLCommon img, +.jp-RenderedImage img, +.jp-RenderedHTMLCommon svg, +.jp-RenderedSVG svg { + max-width: 100%; + height: auto; +} + +.jp-RenderedHTMLCommon img.jp-mod-unconfined, +.jp-RenderedImage img.jp-mod-unconfined, +.jp-RenderedHTMLCommon svg.jp-mod-unconfined, +.jp-RenderedSVG svg.jp-mod-unconfined { + max-width: none; +} + +.jp-RenderedHTMLCommon .alert { + padding: var(--jp-notebook-padding); + border: var(--jp-border-width) solid transparent; + border-radius: var(--jp-border-radius); + margin-bottom: 1em; +} + +.jp-RenderedHTMLCommon .alert-info { + color: var(--jp-info-color0); + background-color: var(--jp-info-color3); + border-color: var(--jp-info-color2); +} + +.jp-RenderedHTMLCommon .alert-info hr { + border-color: var(--jp-info-color3); +} + +.jp-RenderedHTMLCommon .alert-info > p:last-child, +.jp-RenderedHTMLCommon .alert-info > ul:last-child { + margin-bottom: 0; +} + +.jp-RenderedHTMLCommon .alert-warning { + color: var(--jp-warn-color0); + background-color: var(--jp-warn-color3); + border-color: var(--jp-warn-color2); +} + +.jp-RenderedHTMLCommon .alert-warning hr { + border-color: var(--jp-warn-color3); +} + +.jp-RenderedHTMLCommon .alert-warning > p:last-child, +.jp-RenderedHTMLCommon .alert-warning > ul:last-child { + margin-bottom: 0; +} + +.jp-RenderedHTMLCommon .alert-success { + color: var(--jp-success-color0); + background-color: var(--jp-success-color3); + border-color: var(--jp-success-color2); +} + +.jp-RenderedHTMLCommon .alert-success hr { + border-color: var(--jp-success-color3); +} + +.jp-RenderedHTMLCommon .alert-success > p:last-child, +.jp-RenderedHTMLCommon .alert-success > ul:last-child { + margin-bottom: 0; +} + +.jp-RenderedHTMLCommon .alert-danger { + color: var(--jp-error-color0); + background-color: var(--jp-error-color3); + border-color: var(--jp-error-color2); +} + +.jp-RenderedHTMLCommon .alert-danger hr { + border-color: var(--jp-error-color3); +} + +.jp-RenderedHTMLCommon .alert-danger > p:last-child, +.jp-RenderedHTMLCommon .alert-danger > ul:last-child { + margin-bottom: 0; +} + +.jp-RenderedHTMLCommon blockquote { + margin: 1em 2em; + padding: 0 1em; + border-left: 5px solid var(--jp-border-color2); +} + +a.jp-InternalAnchorLink { + visibility: hidden; + margin-left: 8px; + color: var(--md-blue-800); +} + +h1:hover .jp-InternalAnchorLink, +h2:hover .jp-InternalAnchorLink, +h3:hover .jp-InternalAnchorLink, +h4:hover .jp-InternalAnchorLink, +h5:hover .jp-InternalAnchorLink, +h6:hover .jp-InternalAnchorLink { + visibility: visible; +} + +.jp-RenderedHTMLCommon kbd { + background-color: var(--jp-rendermime-table-row-background); + border: 1px solid var(--jp-border-color0); + border-bottom-color: var(--jp-border-color2); + border-radius: 3px; + box-shadow: inset 0 -1px 0 rgba(0, 0, 0, 0.25); + display: inline-block; + font-size: var(--jp-ui-font-size0); + line-height: 1em; + padding: 0.2em 0.5em; +} + +/* Most direct children of .jp-RenderedHTMLCommon have a margin-bottom of 1.0. + * At the bottom of cells this is a bit too much as there is also spacing + * between cells. Going all the way to 0 gets too tight between markdown and + * code cells. + */ +.jp-RenderedHTMLCommon > *:last-child { + margin-bottom: 0.5em; +} + +/* + * Copyright (c) Jupyter Development Team. + * Distributed under the terms of the Modified BSD License. + */ + +/*----------------------------------------------------------------------------- +| Copyright (c) Jupyter Development Team. +| Copyright (c) 2014-2017, PhosphorJS Contributors +| +| Distributed under the terms of the BSD 3-Clause License. +| +| The full license is in the file LICENSE, distributed with this software. +|----------------------------------------------------------------------------*/ + +.lm-cursor-backdrop { + position: fixed; + width: 200px; + height: 200px; + margin-top: -100px; + margin-left: -100px; + will-change: transform; + z-index: 100; +} + +.lm-mod-drag-image { + will-change: transform; +} + +/* + * Copyright (c) Jupyter Development Team. + * Distributed under the terms of the Modified BSD License. + */ + +.jp-lineFormSearch { + padding: 4px 12px; + background-color: var(--jp-layout-color2); + box-shadow: var(--jp-toolbar-box-shadow); + z-index: 2; + font-size: var(--jp-ui-font-size1); +} + +.jp-lineFormCaption { + font-size: var(--jp-ui-font-size0); + line-height: var(--jp-ui-font-size1); + margin-top: 4px; + color: var(--jp-ui-font-color0); +} + +.jp-baseLineForm { + border: none; + border-radius: 0; + position: absolute; + background-size: 16px; + background-repeat: no-repeat; + background-position: center; + outline: none; +} + +.jp-lineFormButtonContainer { + top: 4px; + right: 8px; + height: 24px; + padding: 0 12px; + width: 12px; +} + +.jp-lineFormButtonIcon { + top: 0; + right: 0; + background-color: var(--jp-brand-color1); + height: 100%; + width: 100%; + box-sizing: border-box; + padding: 4px 6px; +} + +.jp-lineFormButton { + top: 0; + right: 0; + background-color: transparent; + height: 100%; + width: 100%; + box-sizing: border-box; +} + +.jp-lineFormWrapper { + overflow: hidden; + padding: 0 8px; + border: 1px solid var(--jp-border-color0); + background-color: var(--jp-input-active-background); + height: 22px; +} + +.jp-lineFormWrapperFocusWithin { + border: var(--jp-border-width) solid var(--md-blue-500); + box-shadow: inset 0 0 4px var(--md-blue-300); +} + +.jp-lineFormInput { + background: transparent; + width: 200px; + height: 100%; + border: none; + outline: none; + color: var(--jp-ui-font-color0); + line-height: 28px; +} + +/*----------------------------------------------------------------------------- +| Copyright (c) 2014-2016, Jupyter Development Team. +| +| Distributed under the terms of the Modified BSD License. +|----------------------------------------------------------------------------*/ + +.jp-JSONEditor { + display: flex; + flex-direction: column; + width: 100%; +} + +.jp-JSONEditor-host { + flex: 1 1 auto; + border: var(--jp-border-width) solid var(--jp-input-border-color); + border-radius: 0; + background: var(--jp-layout-color0); + min-height: 50px; + padding: 1px; +} + +.jp-JSONEditor.jp-mod-error .jp-JSONEditor-host { + border-color: red; + outline-color: red; +} + +.jp-JSONEditor-header { + display: flex; + flex: 1 0 auto; + padding: 0 0 0 12px; +} + +.jp-JSONEditor-header label { + flex: 0 0 auto; +} + +.jp-JSONEditor-commitButton { + height: 16px; + width: 16px; + background-size: 18px; + background-repeat: no-repeat; + background-position: center; +} + +.jp-JSONEditor-host.jp-mod-focused { + background-color: var(--jp-input-active-background); + border: 1px solid var(--jp-input-active-border-color); + box-shadow: var(--jp-input-box-shadow); +} + +.jp-Editor.jp-mod-dropTarget { + border: var(--jp-border-width) solid var(--jp-input-active-border-color); + box-shadow: var(--jp-input-box-shadow); +} + +/*----------------------------------------------------------------------------- +| Copyright (c) Jupyter Development Team. +| Distributed under the terms of the Modified BSD License. +|----------------------------------------------------------------------------*/ +.jp-DocumentSearch-input { + border: none; + outline: none; + color: var(--jp-ui-font-color0); + font-size: var(--jp-ui-font-size1); + background-color: var(--jp-layout-color0); + font-family: var(--jp-ui-font-family); + padding: 2px 1px; + resize: none; +} + +.jp-DocumentSearch-overlay { + position: absolute; + background-color: var(--jp-toolbar-background); + border-bottom: var(--jp-border-width) solid var(--jp-toolbar-border-color); + border-left: var(--jp-border-width) solid var(--jp-toolbar-border-color); + top: 0; + right: 0; + z-index: 7; + min-width: 405px; + padding: 2px; + font-size: var(--jp-ui-font-size1); + + --jp-private-document-search-button-height: 20px; +} + +.jp-DocumentSearch-overlay button { + background-color: var(--jp-toolbar-background); + outline: 0; +} + +.jp-DocumentSearch-overlay button:hover { + background-color: var(--jp-layout-color2); +} + +.jp-DocumentSearch-overlay button:active { + background-color: var(--jp-layout-color3); +} + +.jp-DocumentSearch-overlay-row { + display: flex; + align-items: center; + margin-bottom: 2px; +} + +.jp-DocumentSearch-button-content { + display: inline-block; + cursor: pointer; + box-sizing: border-box; + width: 100%; + height: 100%; +} + +.jp-DocumentSearch-button-content svg { + width: 100%; + height: 100%; +} + +.jp-DocumentSearch-input-wrapper { + border: var(--jp-border-width) solid var(--jp-border-color0); + display: flex; + background-color: var(--jp-layout-color0); + margin: 2px; +} + +.jp-DocumentSearch-input-wrapper:focus-within { + border-color: var(--jp-cell-editor-active-border-color); +} + +.jp-DocumentSearch-toggle-wrapper, +.jp-DocumentSearch-button-wrapper { + all: initial; + overflow: hidden; + display: inline-block; + border: none; + box-sizing: border-box; +} + +.jp-DocumentSearch-toggle-wrapper { + width: 14px; + height: 14px; +} + +.jp-DocumentSearch-button-wrapper { + width: var(--jp-private-document-search-button-height); + height: var(--jp-private-document-search-button-height); +} + +.jp-DocumentSearch-toggle-wrapper:focus, +.jp-DocumentSearch-button-wrapper:focus { + outline: var(--jp-border-width) solid + var(--jp-cell-editor-active-border-color); + outline-offset: -1px; +} + +.jp-DocumentSearch-toggle-wrapper, +.jp-DocumentSearch-button-wrapper, +.jp-DocumentSearch-button-content:focus { + outline: none; +} + +.jp-DocumentSearch-toggle-placeholder { + width: 5px; +} + +.jp-DocumentSearch-input-button::before { + display: block; + padding-top: 100%; +} + +.jp-DocumentSearch-input-button-off { + opacity: var(--jp-search-toggle-off-opacity); +} + +.jp-DocumentSearch-input-button-off:hover { + opacity: var(--jp-search-toggle-hover-opacity); +} + +.jp-DocumentSearch-input-button-on { + opacity: var(--jp-search-toggle-on-opacity); +} + +.jp-DocumentSearch-index-counter { + padding-left: 10px; + padding-right: 10px; + user-select: none; + min-width: 35px; + display: inline-block; +} + +.jp-DocumentSearch-up-down-wrapper { + display: inline-block; + padding-right: 2px; + margin-left: auto; + white-space: nowrap; +} + +.jp-DocumentSearch-spacer { + margin-left: auto; +} + +.jp-DocumentSearch-up-down-wrapper button { + outline: 0; + border: none; + width: var(--jp-private-document-search-button-height); + height: var(--jp-private-document-search-button-height); + vertical-align: middle; + margin: 1px 5px 2px; +} + +.jp-DocumentSearch-up-down-button:hover { + background-color: var(--jp-layout-color2); +} + +.jp-DocumentSearch-up-down-button:active { + background-color: var(--jp-layout-color3); +} + +.jp-DocumentSearch-filter-button { + border-radius: var(--jp-border-radius); +} + +.jp-DocumentSearch-filter-button:hover { + background-color: var(--jp-layout-color2); +} + +.jp-DocumentSearch-filter-button-enabled { + background-color: var(--jp-layout-color2); +} + +.jp-DocumentSearch-filter-button-enabled:hover { + background-color: var(--jp-layout-color3); +} + +.jp-DocumentSearch-search-options { + padding: 0 8px; + margin-left: 3px; + width: 100%; + display: grid; + justify-content: start; + grid-template-columns: 1fr 1fr; + align-items: center; + justify-items: stretch; +} + +.jp-DocumentSearch-search-filter-disabled { + color: var(--jp-ui-font-color2); +} + +.jp-DocumentSearch-search-filter { + display: flex; + align-items: center; + user-select: none; +} + +.jp-DocumentSearch-regex-error { + color: var(--jp-error-color0); +} + +.jp-DocumentSearch-replace-button-wrapper { + overflow: hidden; + display: inline-block; + box-sizing: border-box; + border: var(--jp-border-width) solid var(--jp-border-color0); + margin: auto 2px; + padding: 1px 4px; + height: calc(var(--jp-private-document-search-button-height) + 2px); +} + +.jp-DocumentSearch-replace-button-wrapper:focus { + border: var(--jp-border-width) solid var(--jp-cell-editor-active-border-color); +} + +.jp-DocumentSearch-replace-button { + display: inline-block; + text-align: center; + cursor: pointer; + box-sizing: border-box; + color: var(--jp-ui-font-color1); + + /* height - 2 * (padding of wrapper) */ + line-height: calc(var(--jp-private-document-search-button-height) - 2px); + width: 100%; + height: 100%; +} + +.jp-DocumentSearch-replace-button:focus { + outline: none; +} + +.jp-DocumentSearch-replace-wrapper-class { + margin-left: 14px; + display: flex; +} + +.jp-DocumentSearch-replace-toggle { + border: none; + background-color: var(--jp-toolbar-background); + border-radius: var(--jp-border-radius); +} + +.jp-DocumentSearch-replace-toggle:hover { + background-color: var(--jp-layout-color2); +} + +/*----------------------------------------------------------------------------- +| Copyright (c) Jupyter Development Team. +| Distributed under the terms of the Modified BSD License. +|----------------------------------------------------------------------------*/ + +.cm-editor { + line-height: var(--jp-code-line-height); + font-size: var(--jp-code-font-size); + font-family: var(--jp-code-font-family); + border: 0; + border-radius: 0; + height: auto; + + /* Changed to auto to autogrow */ +} + +.cm-editor pre { + padding: 0 var(--jp-code-padding); +} + +.jp-CodeMirrorEditor[data-type='inline'] .cm-dialog { + background-color: var(--jp-layout-color0); + color: var(--jp-content-font-color1); +} + +.jp-CodeMirrorEditor { + cursor: text; +} + +/* When zoomed out 67% and 33% on a screen of 1440 width x 900 height */ +@media screen and (min-width: 2138px) and (max-width: 4319px) { + .jp-CodeMirrorEditor[data-type='inline'] .cm-cursor { + border-left: var(--jp-code-cursor-width1) solid + var(--jp-editor-cursor-color); + } +} + +/* When zoomed out less than 33% */ +@media screen and (min-width: 4320px) { + .jp-CodeMirrorEditor[data-type='inline'] .cm-cursor { + border-left: var(--jp-code-cursor-width2) solid + var(--jp-editor-cursor-color); + } +} + +.cm-editor.jp-mod-readOnly .cm-cursor { + display: none; +} + +.jp-CollaboratorCursor { + border-left: 5px solid transparent; + border-right: 5px solid transparent; + border-top: none; + border-bottom: 3px solid; + background-clip: content-box; + margin-left: -5px; + margin-right: -5px; +} + +.cm-searching, +.cm-searching span { + /* `.cm-searching span`: we need to override syntax highlighting */ + background-color: var(--jp-search-unselected-match-background-color); + color: var(--jp-search-unselected-match-color); +} + +.cm-searching::selection, +.cm-searching span::selection { + background-color: var(--jp-search-unselected-match-background-color); + color: var(--jp-search-unselected-match-color); +} + +.jp-current-match > .cm-searching, +.jp-current-match > .cm-searching span, +.cm-searching > .jp-current-match, +.cm-searching > .jp-current-match span { + background-color: var(--jp-search-selected-match-background-color); + color: var(--jp-search-selected-match-color); +} + +.jp-current-match > .cm-searching::selection, +.cm-searching > .jp-current-match::selection, +.jp-current-match > .cm-searching span::selection { + background-color: var(--jp-search-selected-match-background-color); + color: var(--jp-search-selected-match-color); +} + +.cm-trailingspace { + background-image: url(data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAgAAAAFCAYAAAB4ka1VAAAAsElEQVQIHQGlAFr/AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA7+r3zKmT0/+pk9P/7+r3zAAAAAAAAAAABAAAAAAAAAAA6OPzM+/q9wAAAAAA6OPzMwAAAAAAAAAAAgAAAAAAAAAAGR8NiRQaCgAZIA0AGR8NiQAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAQyoYJ/SY80UAAAAASUVORK5CYII=); + background-position: center left; + background-repeat: repeat-x; +} + +.jp-CollaboratorCursor-hover { + position: absolute; + z-index: 1; + transform: translateX(-50%); + color: white; + border-radius: 3px; + padding-left: 4px; + padding-right: 4px; + padding-top: 1px; + padding-bottom: 1px; + text-align: center; + font-size: var(--jp-ui-font-size1); + white-space: nowrap; +} + +.jp-CodeMirror-ruler { + border-left: 1px dashed var(--jp-border-color2); +} + +/* Styles for shared cursors (remote cursor locations and selected ranges) */ +.jp-CodeMirrorEditor .cm-ySelectionCaret { + position: relative; + border-left: 1px solid black; + margin-left: -1px; + margin-right: -1px; + box-sizing: border-box; +} + +.jp-CodeMirrorEditor .cm-ySelectionCaret > .cm-ySelectionInfo { + white-space: nowrap; + position: absolute; + top: -1.15em; + padding-bottom: 0.05em; + left: -1px; + font-size: 0.95em; + font-family: var(--jp-ui-font-family); + font-weight: bold; + line-height: normal; + user-select: none; + color: white; + padding-left: 2px; + padding-right: 2px; + z-index: 101; + transition: opacity 0.3s ease-in-out; +} + +.jp-CodeMirrorEditor .cm-ySelectionInfo { + transition-delay: 0.7s; + opacity: 0; +} + +.jp-CodeMirrorEditor .cm-ySelectionCaret:hover > .cm-ySelectionInfo { + opacity: 1; + transition-delay: 0s; +} + +/*----------------------------------------------------------------------------- +| Copyright (c) Jupyter Development Team. +| Distributed under the terms of the Modified BSD License. +|----------------------------------------------------------------------------*/ + +.jp-MimeDocument { + outline: none; +} + +/*----------------------------------------------------------------------------- +| Copyright (c) Jupyter Development Team. +| Distributed under the terms of the Modified BSD License. +|----------------------------------------------------------------------------*/ + +/*----------------------------------------------------------------------------- +| Variables +|----------------------------------------------------------------------------*/ + +:root { + --jp-private-filebrowser-button-height: 28px; + --jp-private-filebrowser-button-width: 48px; +} + +/*----------------------------------------------------------------------------- +| Copyright (c) Jupyter Development Team. +| Distributed under the terms of the Modified BSD License. +|----------------------------------------------------------------------------*/ + +.jp-FileBrowser .jp-SidePanel-content { + display: flex; + flex-direction: column; +} + +.jp-FileBrowser-toolbar.jp-Toolbar { + flex-wrap: wrap; + row-gap: 12px; + border-bottom: none; + height: auto; + margin: 8px 12px 0; + box-shadow: none; + padding: 0; + justify-content: flex-start; +} + +.jp-FileBrowser-Panel { + flex: 1 1 auto; + display: flex; + flex-direction: column; +} + +.jp-BreadCrumbs { + flex: 0 0 auto; + margin: 8px 12px; +} + +.jp-BreadCrumbs-item { + margin: 0 2px; + padding: 0 2px; + border-radius: var(--jp-border-radius); + cursor: pointer; +} + +.jp-BreadCrumbs-item:hover { + background-color: var(--jp-layout-color2); +} + +.jp-BreadCrumbs-item:first-child { + margin-left: 0; +} + +.jp-BreadCrumbs-item.jp-mod-dropTarget { + background-color: var(--jp-brand-color2); + opacity: 0.7; +} + +/*----------------------------------------------------------------------------- +| Buttons +|----------------------------------------------------------------------------*/ + +.jp-FileBrowser-toolbar > .jp-Toolbar-item { + flex: 0 0 auto; + padding-left: 0; + padding-right: 2px; + align-items: center; + height: unset; +} + +.jp-FileBrowser-toolbar > .jp-Toolbar-item .jp-ToolbarButtonComponent { + width: 40px; +} + +/*----------------------------------------------------------------------------- +| Other styles +|----------------------------------------------------------------------------*/ + +.jp-FileDialog.jp-mod-conflict input { + color: var(--jp-error-color1); +} + +.jp-FileDialog .jp-new-name-title { + margin-top: 12px; +} + +.jp-LastModified-hidden { + display: none; +} + +.jp-FileSize-hidden { + display: none; +} + +.jp-FileBrowser .lm-AccordionPanel > h3:first-child { + display: none; +} + +/*----------------------------------------------------------------------------- +| DirListing +|----------------------------------------------------------------------------*/ + +.jp-DirListing { + flex: 1 1 auto; + display: flex; + flex-direction: column; + outline: 0; +} + +.jp-DirListing-header { + flex: 0 0 auto; + display: flex; + flex-direction: row; + align-items: center; + overflow: hidden; + border-top: var(--jp-border-width) solid var(--jp-border-color2); + border-bottom: var(--jp-border-width) solid var(--jp-border-color1); + box-shadow: var(--jp-toolbar-box-shadow); + z-index: 2; +} + +.jp-DirListing-headerItem { + padding: 4px 12px 2px; + font-weight: 500; +} + +.jp-DirListing-headerItem:hover { + background: var(--jp-layout-color2); +} + +.jp-DirListing-headerItem.jp-id-name { + flex: 1 0 84px; +} + +.jp-DirListing-headerItem.jp-id-modified { + flex: 0 0 112px; + border-left: var(--jp-border-width) solid var(--jp-border-color2); + text-align: right; +} + +.jp-DirListing-headerItem.jp-id-filesize { + flex: 0 0 75px; + border-left: var(--jp-border-width) solid var(--jp-border-color2); + text-align: right; +} + +.jp-id-narrow { + display: none; + flex: 0 0 5px; + padding: 4px; + border-left: var(--jp-border-width) solid var(--jp-border-color2); + text-align: right; + color: var(--jp-border-color2); +} + +.jp-DirListing-narrow .jp-id-narrow { + display: block; +} + +.jp-DirListing-narrow .jp-id-modified, +.jp-DirListing-narrow .jp-DirListing-itemModified { + display: none; +} + +.jp-DirListing-headerItem.jp-mod-selected { + font-weight: 600; +} + +/* increase specificity to override bundled default */ +.jp-DirListing-content { + flex: 1 1 auto; + margin: 0; + padding: 0; + list-style-type: none; + overflow: auto; + background-color: var(--jp-layout-color1); +} + +.jp-DirListing-content mark { + color: var(--jp-ui-font-color0); + background-color: transparent; + font-weight: bold; +} + +.jp-DirListing-content .jp-DirListing-item.jp-mod-selected mark { + color: var(--jp-ui-inverse-font-color0); +} + +/* Style the directory listing content when a user drops a file to upload */ +.jp-DirListing.jp-mod-native-drop .jp-DirListing-content { + outline: 5px dashed rgba(128, 128, 128, 0.5); + outline-offset: -10px; + cursor: copy; +} + +.jp-DirListing-item { + display: flex; + flex-direction: row; + align-items: center; + padding: 4px 12px; + -webkit-user-select: none; + -moz-user-select: none; + -ms-user-select: none; + user-select: none; +} + +.jp-DirListing-checkboxWrapper { + /* Increases hit area of checkbox. */ + padding: 4px; +} + +.jp-DirListing-header + .jp-DirListing-checkboxWrapper + + .jp-DirListing-headerItem { + padding-left: 4px; +} + +.jp-DirListing-content .jp-DirListing-checkboxWrapper { + position: relative; + left: -4px; + margin: -4px 0 -4px -8px; +} + +.jp-DirListing-checkboxWrapper.jp-mod-visible { + visibility: visible; +} + +/* For devices that support hovering, hide checkboxes until hovered, selected... +*/ +@media (hover: hover) { + .jp-DirListing-checkboxWrapper { + visibility: hidden; + } + + .jp-DirListing-item:hover .jp-DirListing-checkboxWrapper, + .jp-DirListing-item.jp-mod-selected .jp-DirListing-checkboxWrapper { + visibility: visible; + } +} + +.jp-DirListing-item[data-is-dot] { + opacity: 75%; +} + +.jp-DirListing-item.jp-mod-selected { + color: var(--jp-ui-inverse-font-color1); + background: var(--jp-brand-color1); +} + +.jp-DirListing-item.jp-mod-dropTarget { + background: var(--jp-brand-color3); +} + +.jp-DirListing-item:hover:not(.jp-mod-selected) { + background: var(--jp-layout-color2); +} + +.jp-DirListing-itemIcon { + flex: 0 0 20px; + margin-right: 4px; +} + +.jp-DirListing-itemText { + flex: 1 0 64px; + white-space: nowrap; + overflow: hidden; + text-overflow: ellipsis; + user-select: none; +} + +.jp-DirListing-itemText:focus { + outline-width: 2px; + outline-color: var(--jp-inverse-layout-color1); + outline-style: solid; + outline-offset: 1px; +} + +.jp-DirListing-item.jp-mod-selected .jp-DirListing-itemText:focus { + outline-color: var(--jp-layout-color1); +} + +.jp-DirListing-itemModified { + flex: 0 0 125px; + text-align: right; +} + +.jp-DirListing-itemFileSize { + flex: 0 0 90px; + text-align: right; +} + +.jp-DirListing-editor { + flex: 1 0 64px; + outline: none; + border: none; + color: var(--jp-ui-font-color1); + background-color: var(--jp-layout-color1); +} + +.jp-DirListing-item.jp-mod-running .jp-DirListing-itemIcon::before { + color: var(--jp-success-color1); + content: '\25CF'; + font-size: 8px; + position: absolute; + left: -8px; +} + +.jp-DirListing-item.jp-mod-running.jp-mod-selected + .jp-DirListing-itemIcon::before { + color: var(--jp-ui-inverse-font-color1); +} + +.jp-DirListing-item.lm-mod-drag-image, +.jp-DirListing-item.jp-mod-selected.lm-mod-drag-image { + font-size: var(--jp-ui-font-size1); + padding-left: 4px; + margin-left: 4px; + width: 160px; + background-color: var(--jp-ui-inverse-font-color2); + box-shadow: var(--jp-elevation-z2); + border-radius: 0; + color: var(--jp-ui-font-color1); + transform: translateX(-40%) translateY(-58%); +} + +.jp-Document { + min-width: 120px; + min-height: 120px; + outline: none; +} + +/*----------------------------------------------------------------------------- +| Copyright (c) Jupyter Development Team. +| Distributed under the terms of the Modified BSD License. +|----------------------------------------------------------------------------*/ + +/*----------------------------------------------------------------------------- +| Main OutputArea +| OutputArea has a list of Outputs +|----------------------------------------------------------------------------*/ + +.jp-OutputArea { + overflow-y: auto; +} + +.jp-OutputArea-child { + display: table; + table-layout: fixed; + width: 100%; + overflow: hidden; +} + +.jp-OutputPrompt { + width: var(--jp-cell-prompt-width); + color: var(--jp-cell-outprompt-font-color); + font-family: var(--jp-cell-prompt-font-family); + padding: var(--jp-code-padding); + letter-spacing: var(--jp-cell-prompt-letter-spacing); + line-height: var(--jp-code-line-height); + font-size: var(--jp-code-font-size); + border: var(--jp-border-width) solid transparent; + opacity: var(--jp-cell-prompt-opacity); + + /* Right align prompt text, don't wrap to handle large prompt numbers */ + text-align: right; + white-space: nowrap; + overflow: hidden; + text-overflow: ellipsis; + + /* Disable text selection */ + -webkit-user-select: none; + -moz-user-select: none; + -ms-user-select: none; + user-select: none; +} + +.jp-OutputArea-prompt { + display: table-cell; + vertical-align: top; +} + +.jp-OutputArea-output { + display: table-cell; + width: 100%; + height: auto; + overflow: auto; + user-select: text; + -moz-user-select: text; + -webkit-user-select: text; + -ms-user-select: text; +} + +.jp-OutputArea .jp-RenderedText { + padding-left: 1ch; +} + +/** + * Prompt overlay. + */ + +.jp-OutputArea-promptOverlay { + position: absolute; + top: 0; + width: var(--jp-cell-prompt-width); + height: 100%; + opacity: 0.5; +} + +.jp-OutputArea-promptOverlay:hover { + background: var(--jp-layout-color2); + box-shadow: inset 0 0 1px var(--jp-inverse-layout-color0); + cursor: zoom-out; +} + +.jp-mod-outputsScrolled .jp-OutputArea-promptOverlay:hover { + cursor: zoom-in; +} + +/** + * Isolated output. + */ +.jp-OutputArea-output.jp-mod-isolated { + width: 100%; + display: block; +} + +/* +When drag events occur, `lm-mod-override-cursor` is added to the body. +Because iframes steal all cursor events, the following two rules are necessary +to suppress pointer events while resize drags are occurring. There may be a +better solution to this problem. +*/ +body.lm-mod-override-cursor .jp-OutputArea-output.jp-mod-isolated { + position: relative; +} + +body.lm-mod-override-cursor .jp-OutputArea-output.jp-mod-isolated::before { + content: ''; + position: absolute; + top: 0; + left: 0; + right: 0; + bottom: 0; + background: transparent; +} + +/* pre */ + +.jp-OutputArea-output pre { + border: none; + margin: 0; + padding: 0; + overflow-x: auto; + overflow-y: auto; + word-break: break-all; + word-wrap: break-word; + white-space: pre-wrap; +} + +/* tables */ + +.jp-OutputArea-output.jp-RenderedHTMLCommon table { + margin-left: 0; + margin-right: 0; +} + +/* description lists */ + +.jp-OutputArea-output dl, +.jp-OutputArea-output dt, +.jp-OutputArea-output dd { + display: block; +} + +.jp-OutputArea-output dl { + width: 100%; + overflow: hidden; + padding: 0; + margin: 0; +} + +.jp-OutputArea-output dt { + font-weight: bold; + float: left; + width: 20%; + padding: 0; + margin: 0; +} + +.jp-OutputArea-output dd { + float: left; + width: 80%; + padding: 0; + margin: 0; +} + +.jp-TrimmedOutputs pre { + background: var(--jp-layout-color3); + font-size: calc(var(--jp-code-font-size) * 1.4); + text-align: center; + text-transform: uppercase; +} + +/* Hide the gutter in case of + * - nested output areas (e.g. in the case of output widgets) + * - mirrored output areas + */ +.jp-OutputArea .jp-OutputArea .jp-OutputArea-prompt { + display: none; +} + +/* Hide empty lines in the output area, for instance due to cleared widgets */ +.jp-OutputArea-prompt:empty { + padding: 0; + border: 0; +} + +/*----------------------------------------------------------------------------- +| executeResult is added to any Output-result for the display of the object +| returned by a cell +|----------------------------------------------------------------------------*/ + +.jp-OutputArea-output.jp-OutputArea-executeResult { + margin-left: 0; + width: 100%; +} + +/* Text output with the Out[] prompt needs a top padding to match the + * alignment of the Out[] prompt itself. + */ +.jp-OutputArea-executeResult .jp-RenderedText.jp-OutputArea-output { + padding-top: var(--jp-code-padding); + border-top: var(--jp-border-width) solid transparent; +} + +/*----------------------------------------------------------------------------- +| The Stdin output +|----------------------------------------------------------------------------*/ + +.jp-Stdin-prompt { + color: var(--jp-content-font-color0); + padding-right: var(--jp-code-padding); + vertical-align: baseline; + flex: 0 0 auto; +} + +.jp-Stdin-input { + font-family: var(--jp-code-font-family); + font-size: inherit; + color: inherit; + background-color: inherit; + width: 42%; + min-width: 200px; + + /* make sure input baseline aligns with prompt */ + vertical-align: baseline; + + /* padding + margin = 0.5em between prompt and cursor */ + padding: 0 0.25em; + margin: 0 0.25em; + flex: 0 0 70%; +} + +.jp-Stdin-input::placeholder { + opacity: 0; +} + +.jp-Stdin-input:focus { + box-shadow: none; +} + +.jp-Stdin-input:focus::placeholder { + opacity: 1; +} + +/*----------------------------------------------------------------------------- +| Output Area View +|----------------------------------------------------------------------------*/ + +.jp-LinkedOutputView .jp-OutputArea { + height: 100%; + display: block; +} + +.jp-LinkedOutputView .jp-OutputArea-output:only-child { + height: 100%; +} + +/*----------------------------------------------------------------------------- +| Printing +|----------------------------------------------------------------------------*/ + +@media print { + .jp-OutputArea-child { + break-inside: avoid-page; + } +} + +/*----------------------------------------------------------------------------- +| Mobile +|----------------------------------------------------------------------------*/ +@media only screen and (max-width: 760px) { + .jp-OutputPrompt { + display: table-row; + text-align: left; + } + + .jp-OutputArea-child .jp-OutputArea-output { + display: table-row; + margin-left: var(--jp-notebook-padding); + } +} + +/* Trimmed outputs warning */ +.jp-TrimmedOutputs > a { + margin: 10px; + text-decoration: none; + cursor: pointer; +} + +.jp-TrimmedOutputs > a:hover { + text-decoration: none; +} + +/*----------------------------------------------------------------------------- +| Copyright (c) Jupyter Development Team. +| Distributed under the terms of the Modified BSD License. +|----------------------------------------------------------------------------*/ + +/*----------------------------------------------------------------------------- +| Table of Contents +|----------------------------------------------------------------------------*/ + +:root { + --jp-private-toc-active-width: 4px; +} + +.jp-TableOfContents { + display: flex; + flex-direction: column; + background: var(--jp-layout-color1); + color: var(--jp-ui-font-color1); + font-size: var(--jp-ui-font-size1); + height: 100%; +} + +.jp-TableOfContents-placeholder { + text-align: center; +} + +.jp-TableOfContents-placeholderContent { + color: var(--jp-content-font-color2); + padding: 8px; +} + +.jp-TableOfContents-placeholderContent > h3 { + margin-bottom: var(--jp-content-heading-margin-bottom); +} + +.jp-TableOfContents .jp-SidePanel-content { + overflow-y: auto; +} + +.jp-TableOfContents-tree { + margin: 4px; +} + +.jp-TableOfContents ol { + list-style-type: none; +} + +/* stylelint-disable-next-line selector-max-type */ +.jp-TableOfContents li > ol { + /* Align left border with triangle icon center */ + padding-left: 11px; +} + +.jp-TableOfContents-content { + /* left margin for the active heading indicator */ + margin: 0 0 0 var(--jp-private-toc-active-width); + padding: 0; + background-color: var(--jp-layout-color1); +} + +.jp-tocItem { + -webkit-user-select: none; + -moz-user-select: none; + -ms-user-select: none; + user-select: none; +} + +.jp-tocItem-heading { + display: flex; + cursor: pointer; +} + +.jp-tocItem-heading:hover { + background-color: var(--jp-layout-color2); +} + +.jp-tocItem-content { + display: block; + padding: 4px 0; + white-space: nowrap; + text-overflow: ellipsis; + overflow-x: hidden; +} + +.jp-tocItem-collapser { + height: 20px; + margin: 2px 2px 0; + padding: 0; + background: none; + border: none; + cursor: pointer; +} + +.jp-tocItem-collapser:hover { + background-color: var(--jp-layout-color3); +} + +/* Active heading indicator */ + +.jp-tocItem-heading::before { + content: ' '; + background: transparent; + width: var(--jp-private-toc-active-width); + height: 24px; + position: absolute; + left: 0; + border-radius: var(--jp-border-radius); +} + +.jp-tocItem-heading.jp-tocItem-active::before { + background-color: var(--jp-brand-color1); +} + +.jp-tocItem-heading:hover.jp-tocItem-active::before { + background: var(--jp-brand-color0); + opacity: 1; +} + +/*----------------------------------------------------------------------------- +| Copyright (c) Jupyter Development Team. +| Distributed under the terms of the Modified BSD License. +|----------------------------------------------------------------------------*/ + +.jp-Collapser { + flex: 0 0 var(--jp-cell-collapser-width); + padding: 0; + margin: 0; + border: none; + outline: none; + background: transparent; + border-radius: var(--jp-border-radius); + opacity: 1; +} + +.jp-Collapser-child { + display: block; + width: 100%; + box-sizing: border-box; + + /* height: 100% doesn't work because the height of its parent is computed from content */ + position: absolute; + top: 0; + bottom: 0; +} + +/*----------------------------------------------------------------------------- +| Printing +|----------------------------------------------------------------------------*/ + +/* +Hiding collapsers in print mode. + +Note: input and output wrappers have "display: block" propery in print mode. +*/ + +@media print { + .jp-Collapser { + display: none; + } +} + +/*----------------------------------------------------------------------------- +| Copyright (c) Jupyter Development Team. +| Distributed under the terms of the Modified BSD License. +|----------------------------------------------------------------------------*/ + +/*----------------------------------------------------------------------------- +| Header/Footer +|----------------------------------------------------------------------------*/ + +/* Hidden by zero height by default */ +.jp-CellHeader, +.jp-CellFooter { + height: 0; + width: 100%; + padding: 0; + margin: 0; + border: none; + outline: none; + background: transparent; +} + +/*----------------------------------------------------------------------------- +| Copyright (c) Jupyter Development Team. +| Distributed under the terms of the Modified BSD License. +|----------------------------------------------------------------------------*/ + +/*----------------------------------------------------------------------------- +| Input +|----------------------------------------------------------------------------*/ + +/* All input areas */ +.jp-InputArea { + display: table; + table-layout: fixed; + width: 100%; + overflow: hidden; +} + +.jp-InputArea-editor { + display: table-cell; + overflow: hidden; + vertical-align: top; + + /* This is the non-active, default styling */ + border: var(--jp-border-width) solid var(--jp-cell-editor-border-color); + border-radius: 0; + background: var(--jp-cell-editor-background); +} + +.jp-InputPrompt { + display: table-cell; + vertical-align: top; + width: var(--jp-cell-prompt-width); + color: var(--jp-cell-inprompt-font-color); + font-family: var(--jp-cell-prompt-font-family); + padding: var(--jp-code-padding); + letter-spacing: var(--jp-cell-prompt-letter-spacing); + opacity: var(--jp-cell-prompt-opacity); + line-height: var(--jp-code-line-height); + font-size: var(--jp-code-font-size); + border: var(--jp-border-width) solid transparent; + + /* Right align prompt text, don't wrap to handle large prompt numbers */ + text-align: right; + white-space: nowrap; + overflow: hidden; + text-overflow: ellipsis; + + /* Disable text selection */ + -webkit-user-select: none; + -moz-user-select: none; + -ms-user-select: none; + user-select: none; +} + +/*----------------------------------------------------------------------------- +| Mobile +|----------------------------------------------------------------------------*/ +@media only screen and (max-width: 760px) { + .jp-InputArea-editor { + display: table-row; + margin-left: var(--jp-notebook-padding); + } + + .jp-InputPrompt { + display: table-row; + text-align: left; + } +} + +/*----------------------------------------------------------------------------- +| Copyright (c) Jupyter Development Team. +| Distributed under the terms of the Modified BSD License. +|----------------------------------------------------------------------------*/ + +/*----------------------------------------------------------------------------- +| Placeholder +|----------------------------------------------------------------------------*/ + +.jp-Placeholder { + display: table; + table-layout: fixed; + width: 100%; +} + +.jp-Placeholder-prompt { + display: table-cell; + box-sizing: border-box; +} + +.jp-Placeholder-content { + display: table-cell; + padding: 4px 6px; + border: 1px solid transparent; + border-radius: 0; + background: none; + box-sizing: border-box; + cursor: pointer; +} + +.jp-Placeholder-contentContainer { + display: flex; +} + +.jp-Placeholder-content:hover, +.jp-InputPlaceholder > .jp-Placeholder-content:hover { + border-color: var(--jp-layout-color3); +} + +.jp-Placeholder-content .jp-MoreHorizIcon { + width: 32px; + height: 16px; + border: 1px solid transparent; + border-radius: var(--jp-border-radius); +} + +.jp-Placeholder-content .jp-MoreHorizIcon:hover { + border: 1px solid var(--jp-border-color1); + box-shadow: 0 0 2px 0 rgba(0, 0, 0, 0.25); + background-color: var(--jp-layout-color0); +} + +.jp-PlaceholderText { + white-space: nowrap; + overflow-x: hidden; + color: var(--jp-inverse-layout-color3); + font-family: var(--jp-code-font-family); +} + +.jp-InputPlaceholder > .jp-Placeholder-content { + border-color: var(--jp-cell-editor-border-color); + background: var(--jp-cell-editor-background); +} + +/*----------------------------------------------------------------------------- +| Copyright (c) Jupyter Development Team. +| Distributed under the terms of the Modified BSD License. +|----------------------------------------------------------------------------*/ + +/*----------------------------------------------------------------------------- +| Private CSS variables +|----------------------------------------------------------------------------*/ + +:root { + --jp-private-cell-scrolling-output-offset: 5px; +} + +/*----------------------------------------------------------------------------- +| Cell +|----------------------------------------------------------------------------*/ + +.jp-Cell { + padding: var(--jp-cell-padding); + margin: 0; + border: none; + outline: none; + background: transparent; +} + +/*----------------------------------------------------------------------------- +| Common input/output +|----------------------------------------------------------------------------*/ + +.jp-Cell-inputWrapper, +.jp-Cell-outputWrapper { + display: flex; + flex-direction: row; + padding: 0; + margin: 0; + + /* Added to reveal the box-shadow on the input and output collapsers. */ + overflow: visible; +} + +/* Only input/output areas inside cells */ +.jp-Cell-inputArea, +.jp-Cell-outputArea { + flex: 1 1 auto; +} + +/*----------------------------------------------------------------------------- +| Collapser +|----------------------------------------------------------------------------*/ + +/* Make the output collapser disappear when there is not output, but do so + * in a manner that leaves it in the layout and preserves its width. + */ +.jp-Cell.jp-mod-noOutputs .jp-Cell-outputCollapser { + border: none !important; + background: transparent !important; +} + +.jp-Cell:not(.jp-mod-noOutputs) .jp-Cell-outputCollapser { + min-height: var(--jp-cell-collapser-min-height); +} + +/*----------------------------------------------------------------------------- +| Output +|----------------------------------------------------------------------------*/ + +/* Put a space between input and output when there IS output */ +.jp-Cell:not(.jp-mod-noOutputs) .jp-Cell-outputWrapper { + margin-top: 5px; +} + +.jp-CodeCell.jp-mod-outputsScrolled .jp-Cell-outputArea { + overflow-y: auto; + max-height: 24em; + margin-left: var(--jp-private-cell-scrolling-output-offset); + resize: vertical; +} + +.jp-CodeCell.jp-mod-outputsScrolled .jp-Cell-outputArea[style*='height'] { + max-height: unset; +} + +.jp-CodeCell.jp-mod-outputsScrolled .jp-Cell-outputArea::after { + content: ' '; + box-shadow: inset 0 0 6px 2px rgb(0 0 0 / 30%); + width: 100%; + height: 100%; + position: sticky; + bottom: 0; + top: 0; + margin-top: -50%; + float: left; + display: block; + pointer-events: none; +} + +.jp-CodeCell.jp-mod-outputsScrolled .jp-OutputArea-child { + padding-top: 6px; +} + +.jp-CodeCell.jp-mod-outputsScrolled .jp-OutputArea-prompt { + width: calc( + var(--jp-cell-prompt-width) - var(--jp-private-cell-scrolling-output-offset) + ); +} + +.jp-CodeCell.jp-mod-outputsScrolled .jp-OutputArea-promptOverlay { + left: calc(-1 * var(--jp-private-cell-scrolling-output-offset)); +} + +/*----------------------------------------------------------------------------- +| CodeCell +|----------------------------------------------------------------------------*/ + +/*----------------------------------------------------------------------------- +| MarkdownCell +|----------------------------------------------------------------------------*/ + +.jp-MarkdownOutput { + display: table-cell; + width: 100%; + margin-top: 0; + margin-bottom: 0; + padding-left: var(--jp-code-padding); +} + +.jp-MarkdownOutput.jp-RenderedHTMLCommon { + overflow: auto; +} + +/* collapseHeadingButton (show always if hiddenCellsButton is _not_ shown) */ +.jp-collapseHeadingButton { + display: flex; + min-height: var(--jp-cell-collapser-min-height); + font-size: var(--jp-code-font-size); + position: absolute; + background-color: transparent; + background-size: 25px; + background-repeat: no-repeat; + background-position-x: center; + background-position-y: top; + background-image: var(--jp-icon-caret-down); + right: 0; + top: 0; + bottom: 0; +} + +.jp-collapseHeadingButton.jp-mod-collapsed { + background-image: var(--jp-icon-caret-right); +} + +/* + set the container font size to match that of content + so that the nested collapse buttons have the right size +*/ +.jp-MarkdownCell .jp-InputPrompt { + font-size: var(--jp-content-font-size1); +} + +/* + Align collapseHeadingButton with cell top header + The font sizes are identical to the ones in packages/rendermime/style/base.css +*/ +.jp-mod-rendered .jp-collapseHeadingButton[data-heading-level='1'] { + font-size: var(--jp-content-font-size5); + background-position-y: calc(0.3 * var(--jp-content-font-size5)); +} + +.jp-mod-rendered .jp-collapseHeadingButton[data-heading-level='2'] { + font-size: var(--jp-content-font-size4); + background-position-y: calc(0.3 * var(--jp-content-font-size4)); +} + +.jp-mod-rendered .jp-collapseHeadingButton[data-heading-level='3'] { + font-size: var(--jp-content-font-size3); + background-position-y: calc(0.3 * var(--jp-content-font-size3)); +} + +.jp-mod-rendered .jp-collapseHeadingButton[data-heading-level='4'] { + font-size: var(--jp-content-font-size2); + background-position-y: calc(0.3 * var(--jp-content-font-size2)); +} + +.jp-mod-rendered .jp-collapseHeadingButton[data-heading-level='5'] { + font-size: var(--jp-content-font-size1); + background-position-y: top; +} + +.jp-mod-rendered .jp-collapseHeadingButton[data-heading-level='6'] { + font-size: var(--jp-content-font-size0); + background-position-y: top; +} + +/* collapseHeadingButton (show only on (hover,active) if hiddenCellsButton is shown) */ +.jp-Notebook.jp-mod-showHiddenCellsButton .jp-collapseHeadingButton { + display: none; +} + +.jp-Notebook.jp-mod-showHiddenCellsButton + :is(.jp-MarkdownCell:hover, .jp-mod-active) + .jp-collapseHeadingButton { + display: flex; +} + +/* showHiddenCellsButton (only show if jp-mod-showHiddenCellsButton is set, which +is a consequence of the showHiddenCellsButton option in Notebook Settings)*/ +.jp-Notebook.jp-mod-showHiddenCellsButton .jp-showHiddenCellsButton { + margin-left: calc(var(--jp-cell-prompt-width) + 2 * var(--jp-code-padding)); + margin-top: var(--jp-code-padding); + border: 1px solid var(--jp-border-color2); + background-color: var(--jp-border-color3) !important; + color: var(--jp-content-font-color0) !important; + display: flex; +} + +.jp-Notebook.jp-mod-showHiddenCellsButton .jp-showHiddenCellsButton:hover { + background-color: var(--jp-border-color2) !important; +} + +.jp-showHiddenCellsButton { + display: none; +} + +/*----------------------------------------------------------------------------- +| Printing +|----------------------------------------------------------------------------*/ + +/* +Using block instead of flex to allow the use of the break-inside CSS property for +cell outputs. +*/ + +@media print { + .jp-Cell-inputWrapper, + .jp-Cell-outputWrapper { + display: block; + } +} + +/*----------------------------------------------------------------------------- +| Copyright (c) Jupyter Development Team. +| Distributed under the terms of the Modified BSD License. +|----------------------------------------------------------------------------*/ + +/*----------------------------------------------------------------------------- +| Copyright (c) Jupyter Development Team. +| Distributed under the terms of the Modified BSD License. +|----------------------------------------------------------------------------*/ + +/*----------------------------------------------------------------------------- +| Variables +|----------------------------------------------------------------------------*/ + +:root { + --jp-notebook-toolbar-padding: 2px 5px 2px 2px; +} + +/*----------------------------------------------------------------------------- + +/*----------------------------------------------------------------------------- +| Styles +|----------------------------------------------------------------------------*/ + +.jp-NotebookPanel-toolbar { + padding: var(--jp-notebook-toolbar-padding); + + /* disable paint containment from lumino 2.0 default strict CSS containment */ + contain: style size !important; +} + +.jp-Toolbar-item.jp-Notebook-toolbarCellType .jp-select-wrapper.jp-mod-focused { + border: none; + box-shadow: none; +} + +.jp-Notebook-toolbarCellTypeDropdown select { + height: 24px; + font-size: var(--jp-ui-font-size1); + line-height: 14px; + border-radius: 0; + display: block; +} + +.jp-Notebook-toolbarCellTypeDropdown span { + top: 5px !important; +} + +.jp-Toolbar-responsive-popup { + position: absolute; + height: fit-content; + display: flex; + flex-direction: row; + flex-wrap: wrap; + justify-content: flex-end; + border-bottom: var(--jp-border-width) solid var(--jp-toolbar-border-color); + box-shadow: var(--jp-toolbar-box-shadow); + background: var(--jp-toolbar-background); + min-height: var(--jp-toolbar-micro-height); + padding: var(--jp-notebook-toolbar-padding); + z-index: 1; + right: 0; + top: 0; +} + +.jp-Toolbar > .jp-Toolbar-responsive-opener { + margin-left: auto; +} + +/*----------------------------------------------------------------------------- +| Copyright (c) Jupyter Development Team. +| Distributed under the terms of the Modified BSD License. +|----------------------------------------------------------------------------*/ + +/*----------------------------------------------------------------------------- +| Variables +|----------------------------------------------------------------------------*/ + +/*----------------------------------------------------------------------------- + +/*----------------------------------------------------------------------------- +| Styles +|----------------------------------------------------------------------------*/ + +.jp-Notebook-ExecutionIndicator { + position: relative; + display: inline-block; + height: 100%; + z-index: 9997; +} + +.jp-Notebook-ExecutionIndicator-tooltip { + visibility: hidden; + height: auto; + width: max-content; + width: -moz-max-content; + background-color: var(--jp-layout-color2); + color: var(--jp-ui-font-color1); + text-align: justify; + border-radius: 6px; + padding: 0 5px; + position: fixed; + display: table; +} + +.jp-Notebook-ExecutionIndicator-tooltip.up { + transform: translateX(-50%) translateY(-100%) translateY(-32px); +} + +.jp-Notebook-ExecutionIndicator-tooltip.down { + transform: translateX(calc(-100% + 16px)) translateY(5px); +} + +.jp-Notebook-ExecutionIndicator-tooltip.hidden { + display: none; +} + +.jp-Notebook-ExecutionIndicator:hover .jp-Notebook-ExecutionIndicator-tooltip { + visibility: visible; +} + +.jp-Notebook-ExecutionIndicator span { + font-size: var(--jp-ui-font-size1); + font-family: var(--jp-ui-font-family); + color: var(--jp-ui-font-color1); + line-height: 24px; + display: block; +} + +.jp-Notebook-ExecutionIndicator-progress-bar { + display: flex; + justify-content: center; + height: 100%; +} + +/* + * Copyright (c) Jupyter Development Team. + * Distributed under the terms of the Modified BSD License. + */ + +/* + * Execution indicator + */ +.jp-tocItem-content::after { + content: ''; + + /* Must be identical to form a circle */ + width: 12px; + height: 12px; + background: none; + border: none; + position: absolute; + right: 0; +} + +.jp-tocItem-content[data-running='0']::after { + border-radius: 50%; + border: var(--jp-border-width) solid var(--jp-inverse-layout-color3); + background: none; +} + +.jp-tocItem-content[data-running='1']::after { + border-radius: 50%; + border: var(--jp-border-width) solid var(--jp-inverse-layout-color3); + background-color: var(--jp-inverse-layout-color3); +} + +.jp-tocItem-content[data-running='0'], +.jp-tocItem-content[data-running='1'] { + margin-right: 12px; +} + +/* + * Copyright (c) Jupyter Development Team. + * Distributed under the terms of the Modified BSD License. + */ + +.jp-Notebook-footer { + height: 27px; + margin-left: calc( + var(--jp-cell-prompt-width) + var(--jp-cell-collapser-width) + + var(--jp-cell-padding) + ); + width: calc( + 100% - + ( + var(--jp-cell-prompt-width) + var(--jp-cell-collapser-width) + + var(--jp-cell-padding) + var(--jp-cell-padding) + ) + ); + border: var(--jp-border-width) solid var(--jp-cell-editor-border-color); + color: var(--jp-ui-font-color3); + margin-top: 6px; + background: none; + cursor: pointer; +} + +.jp-Notebook-footer:focus { + border-color: var(--jp-cell-editor-active-border-color); +} + +/* For devices that support hovering, hide footer until hover */ +@media (hover: hover) { + .jp-Notebook-footer { + opacity: 0; + } + + .jp-Notebook-footer:focus, + .jp-Notebook-footer:hover { + opacity: 1; + } +} + +/*----------------------------------------------------------------------------- +| Copyright (c) Jupyter Development Team. +| Distributed under the terms of the Modified BSD License. +|----------------------------------------------------------------------------*/ + +/*----------------------------------------------------------------------------- +| Imports +|----------------------------------------------------------------------------*/ + +/*----------------------------------------------------------------------------- +| CSS variables +|----------------------------------------------------------------------------*/ + +:root { + --jp-side-by-side-output-size: 1fr; + --jp-side-by-side-resized-cell: var(--jp-side-by-side-output-size); + --jp-private-notebook-dragImage-width: 304px; + --jp-private-notebook-dragImage-height: 36px; + --jp-private-notebook-selected-color: var(--md-blue-400); + --jp-private-notebook-active-color: var(--md-green-400); +} + +/*----------------------------------------------------------------------------- +| Notebook +|----------------------------------------------------------------------------*/ + +/* stylelint-disable selector-max-class */ + +.jp-NotebookPanel { + display: block; + height: 100%; +} + +.jp-NotebookPanel.jp-Document { + min-width: 240px; + min-height: 120px; +} + +.jp-Notebook { + padding: var(--jp-notebook-padding); + outline: none; + overflow: auto; + background: var(--jp-layout-color0); +} + +.jp-Notebook.jp-mod-scrollPastEnd::after { + display: block; + content: ''; + min-height: var(--jp-notebook-scroll-padding); +} + +.jp-MainAreaWidget-ContainStrict .jp-Notebook * { + contain: strict; +} + +.jp-Notebook .jp-Cell { + overflow: visible; +} + +.jp-Notebook .jp-Cell .jp-InputPrompt { + cursor: move; +} + +/*----------------------------------------------------------------------------- +| Notebook state related styling +| +| The notebook and cells each have states, here are the possibilities: +| +| - Notebook +| - Command +| - Edit +| - Cell +| - None +| - Active (only one can be active) +| - Selected (the cells actions are applied to) +| - Multiselected (when multiple selected, the cursor) +| - No outputs +|----------------------------------------------------------------------------*/ + +/* Command or edit modes */ + +.jp-Notebook .jp-Cell:not(.jp-mod-active) .jp-InputPrompt { + opacity: var(--jp-cell-prompt-not-active-opacity); + color: var(--jp-cell-prompt-not-active-font-color); +} + +.jp-Notebook .jp-Cell:not(.jp-mod-active) .jp-OutputPrompt { + opacity: var(--jp-cell-prompt-not-active-opacity); + color: var(--jp-cell-prompt-not-active-font-color); +} + +/* cell is active */ +.jp-Notebook .jp-Cell.jp-mod-active .jp-Collapser { + background: var(--jp-brand-color1); +} + +/* cell is dirty */ +.jp-Notebook .jp-Cell.jp-mod-dirty .jp-InputPrompt { + color: var(--jp-warn-color1); +} + +.jp-Notebook .jp-Cell.jp-mod-dirty .jp-InputPrompt::before { + color: var(--jp-warn-color1); + content: '•'; +} + +.jp-Notebook .jp-Cell.jp-mod-active.jp-mod-dirty .jp-Collapser { + background: var(--jp-warn-color1); +} + +/* collapser is hovered */ +.jp-Notebook .jp-Cell .jp-Collapser:hover { + box-shadow: var(--jp-elevation-z2); + background: var(--jp-brand-color1); + opacity: var(--jp-cell-collapser-not-active-hover-opacity); +} + +/* cell is active and collapser is hovered */ +.jp-Notebook .jp-Cell.jp-mod-active .jp-Collapser:hover { + background: var(--jp-brand-color0); + opacity: 1; +} + +/* Command mode */ + +.jp-Notebook.jp-mod-commandMode .jp-Cell.jp-mod-selected { + background: var(--jp-notebook-multiselected-color); +} + +.jp-Notebook.jp-mod-commandMode + .jp-Cell.jp-mod-active.jp-mod-selected:not(.jp-mod-multiSelected) { + background: transparent; +} + +/* Edit mode */ + +.jp-Notebook.jp-mod-editMode .jp-Cell.jp-mod-active .jp-InputArea-editor { + border: var(--jp-border-width) solid var(--jp-cell-editor-active-border-color); + box-shadow: var(--jp-input-box-shadow); + background-color: var(--jp-cell-editor-active-background); +} + +/*----------------------------------------------------------------------------- +| Notebook drag and drop +|----------------------------------------------------------------------------*/ + +.jp-Notebook-cell.jp-mod-dropSource { + opacity: 0.5; +} + +.jp-Notebook-cell.jp-mod-dropTarget, +.jp-Notebook.jp-mod-commandMode + .jp-Notebook-cell.jp-mod-active.jp-mod-selected.jp-mod-dropTarget { + border-top-color: var(--jp-private-notebook-selected-color); + border-top-style: solid; + border-top-width: 2px; +} + +.jp-dragImage { + display: block; + flex-direction: row; + width: var(--jp-private-notebook-dragImage-width); + height: var(--jp-private-notebook-dragImage-height); + border: var(--jp-border-width) solid var(--jp-cell-editor-border-color); + background: var(--jp-cell-editor-background); + overflow: visible; +} + +.jp-dragImage-singlePrompt { + box-shadow: 2px 2px 4px 0 rgba(0, 0, 0, 0.12); +} + +.jp-dragImage .jp-dragImage-content { + flex: 1 1 auto; + z-index: 2; + font-size: var(--jp-code-font-size); + font-family: var(--jp-code-font-family); + line-height: var(--jp-code-line-height); + padding: var(--jp-code-padding); + border: var(--jp-border-width) solid var(--jp-cell-editor-border-color); + background: var(--jp-cell-editor-background-color); + color: var(--jp-content-font-color3); + text-align: left; + margin: 4px 4px 4px 0; +} + +.jp-dragImage .jp-dragImage-prompt { + flex: 0 0 auto; + min-width: 36px; + color: var(--jp-cell-inprompt-font-color); + padding: var(--jp-code-padding); + padding-left: 12px; + font-family: var(--jp-cell-prompt-font-family); + letter-spacing: var(--jp-cell-prompt-letter-spacing); + line-height: 1.9; + font-size: var(--jp-code-font-size); + border: var(--jp-border-width) solid transparent; +} + +.jp-dragImage-multipleBack { + z-index: -1; + position: absolute; + height: 32px; + width: 300px; + top: 8px; + left: 8px; + background: var(--jp-layout-color2); + border: var(--jp-border-width) solid var(--jp-input-border-color); + box-shadow: 2px 2px 4px 0 rgba(0, 0, 0, 0.12); +} + +/*----------------------------------------------------------------------------- +| Cell toolbar +|----------------------------------------------------------------------------*/ + +.jp-NotebookTools { + display: block; + min-width: var(--jp-sidebar-min-width); + color: var(--jp-ui-font-color1); + background: var(--jp-layout-color1); + + /* This is needed so that all font sizing of children done in ems is + * relative to this base size */ + font-size: var(--jp-ui-font-size1); + overflow: auto; +} + +.jp-ActiveCellTool { + padding: 12px 0; + display: flex; +} + +.jp-ActiveCellTool-Content { + flex: 1 1 auto; +} + +.jp-ActiveCellTool .jp-ActiveCellTool-CellContent { + background: var(--jp-cell-editor-background); + border: var(--jp-border-width) solid var(--jp-cell-editor-border-color); + border-radius: 0; + min-height: 29px; +} + +.jp-ActiveCellTool .jp-InputPrompt { + min-width: calc(var(--jp-cell-prompt-width) * 0.75); +} + +.jp-ActiveCellTool-CellContent > pre { + padding: 5px 4px; + margin: 0; + white-space: normal; +} + +.jp-MetadataEditorTool { + flex-direction: column; + padding: 12px 0; +} + +.jp-RankedPanel > :not(:first-child) { + margin-top: 12px; +} + +.jp-KeySelector select.jp-mod-styled { + font-size: var(--jp-ui-font-size1); + color: var(--jp-ui-font-color0); + border: var(--jp-border-width) solid var(--jp-border-color1); +} + +.jp-KeySelector label, +.jp-MetadataEditorTool label, +.jp-NumberSetter label { + line-height: 1.4; +} + +.jp-NotebookTools .jp-select-wrapper { + margin-top: 4px; + margin-bottom: 0; +} + +.jp-NumberSetter input { + width: 100%; + margin-top: 4px; +} + +.jp-NotebookTools .jp-Collapse { + margin-top: 16px; +} + +/*----------------------------------------------------------------------------- +| Presentation Mode (.jp-mod-presentationMode) +|----------------------------------------------------------------------------*/ + +.jp-mod-presentationMode .jp-Notebook { + --jp-content-font-size1: var(--jp-content-presentation-font-size1); + --jp-code-font-size: var(--jp-code-presentation-font-size); +} + +.jp-mod-presentationMode .jp-Notebook .jp-Cell .jp-InputPrompt, +.jp-mod-presentationMode .jp-Notebook .jp-Cell .jp-OutputPrompt { + flex: 0 0 110px; +} + +/*----------------------------------------------------------------------------- +| Side-by-side Mode (.jp-mod-sideBySide) +|----------------------------------------------------------------------------*/ +.jp-mod-sideBySide.jp-Notebook .jp-Notebook-cell { + margin-top: 3em; + margin-bottom: 3em; + margin-left: 5%; + margin-right: 5%; +} + +.jp-mod-sideBySide.jp-Notebook .jp-CodeCell { + display: grid; + grid-template-columns: minmax(0, 1fr) min-content minmax( + 0, + var(--jp-side-by-side-output-size) + ); + grid-template-rows: auto minmax(0, 1fr) auto; + grid-template-areas: + 'header header header' + 'input handle output' + 'footer footer footer'; +} + +.jp-mod-sideBySide.jp-Notebook .jp-CodeCell.jp-mod-resizedCell { + grid-template-columns: minmax(0, 1fr) min-content minmax( + 0, + var(--jp-side-by-side-resized-cell) + ); +} + +.jp-mod-sideBySide.jp-Notebook .jp-CodeCell .jp-CellHeader { + grid-area: header; +} + +.jp-mod-sideBySide.jp-Notebook .jp-CodeCell .jp-Cell-inputWrapper { + grid-area: input; +} + +.jp-mod-sideBySide.jp-Notebook .jp-CodeCell .jp-Cell-outputWrapper { + /* overwrite the default margin (no vertical separation needed in side by side move */ + margin-top: 0; + grid-area: output; +} + +.jp-mod-sideBySide.jp-Notebook .jp-CodeCell .jp-CellFooter { + grid-area: footer; +} + +.jp-mod-sideBySide.jp-Notebook .jp-CodeCell .jp-CellResizeHandle { + grid-area: handle; + user-select: none; + display: block; + height: 100%; + cursor: ew-resize; + padding: 0 var(--jp-cell-padding); +} + +.jp-mod-sideBySide.jp-Notebook .jp-CodeCell .jp-CellResizeHandle::after { + content: ''; + display: block; + background: var(--jp-border-color2); + height: 100%; + width: 5px; +} + +.jp-mod-sideBySide.jp-Notebook + .jp-CodeCell.jp-mod-resizedCell + .jp-CellResizeHandle::after { + background: var(--jp-border-color0); +} + +.jp-CellResizeHandle { + display: none; +} + +/*----------------------------------------------------------------------------- +| Placeholder +|----------------------------------------------------------------------------*/ + +.jp-Cell-Placeholder { + padding-left: 55px; +} + +.jp-Cell-Placeholder-wrapper { + background: #fff; + border: 1px solid; + border-color: #e5e6e9 #dfe0e4 #d0d1d5; + border-radius: 4px; + -webkit-border-radius: 4px; + margin: 10px 15px; +} + +.jp-Cell-Placeholder-wrapper-inner { + padding: 15px; + position: relative; +} + +.jp-Cell-Placeholder-wrapper-body { + background-repeat: repeat; + background-size: 50% auto; +} + +.jp-Cell-Placeholder-wrapper-body div { + background: #f6f7f8; + background-image: -webkit-linear-gradient( + left, + #f6f7f8 0%, + #edeef1 20%, + #f6f7f8 40%, + #f6f7f8 100% + ); + background-repeat: no-repeat; + background-size: 800px 104px; + height: 104px; + position: absolute; + right: 15px; + left: 15px; + top: 15px; +} + +div.jp-Cell-Placeholder-h1 { + top: 20px; + height: 20px; + left: 15px; + width: 150px; +} + +div.jp-Cell-Placeholder-h2 { + left: 15px; + top: 50px; + height: 10px; + width: 100px; +} + +div.jp-Cell-Placeholder-content-1, +div.jp-Cell-Placeholder-content-2, +div.jp-Cell-Placeholder-content-3 { + left: 15px; + right: 15px; + height: 10px; +} + +div.jp-Cell-Placeholder-content-1 { + top: 100px; +} + +div.jp-Cell-Placeholder-content-2 { + top: 120px; +} + +div.jp-Cell-Placeholder-content-3 { + top: 140px; +} + +</style> +<style type="text/css"> +/*----------------------------------------------------------------------------- +| Copyright (c) Jupyter Development Team. +| Distributed under the terms of the Modified BSD License. +|----------------------------------------------------------------------------*/ + +/* +The following CSS variables define the main, public API for styling JupyterLab. +These variables should be used by all plugins wherever possible. In other +words, plugins should not define custom colors, sizes, etc unless absolutely +necessary. This enables users to change the visual theme of JupyterLab +by changing these variables. + +Many variables appear in an ordered sequence (0,1,2,3). These sequences +are designed to work well together, so for example, `--jp-border-color1` should +be used with `--jp-layout-color1`. The numbers have the following meanings: + +* 0: super-primary, reserved for special emphasis +* 1: primary, most important under normal situations +* 2: secondary, next most important under normal situations +* 3: tertiary, next most important under normal situations + +Throughout JupyterLab, we are mostly following principles from Google's +Material Design when selecting colors. We are not, however, following +all of MD as it is not optimized for dense, information rich UIs. +*/ + +:root { + /* Elevation + * + * We style box-shadows using Material Design's idea of elevation. These particular numbers are taken from here: + * + * https://github.com/material-components/material-components-web + * https://material-components-web.appspot.com/elevation.html + */ + + --jp-shadow-base-lightness: 0; + --jp-shadow-umbra-color: rgba( + var(--jp-shadow-base-lightness), + var(--jp-shadow-base-lightness), + var(--jp-shadow-base-lightness), + 0.2 + ); + --jp-shadow-penumbra-color: rgba( + var(--jp-shadow-base-lightness), + var(--jp-shadow-base-lightness), + var(--jp-shadow-base-lightness), + 0.14 + ); + --jp-shadow-ambient-color: rgba( + var(--jp-shadow-base-lightness), + var(--jp-shadow-base-lightness), + var(--jp-shadow-base-lightness), + 0.12 + ); + --jp-elevation-z0: none; + --jp-elevation-z1: 0 2px 1px -1px var(--jp-shadow-umbra-color), + 0 1px 1px 0 var(--jp-shadow-penumbra-color), + 0 1px 3px 0 var(--jp-shadow-ambient-color); + --jp-elevation-z2: 0 3px 1px -2px var(--jp-shadow-umbra-color), + 0 2px 2px 0 var(--jp-shadow-penumbra-color), + 0 1px 5px 0 var(--jp-shadow-ambient-color); + --jp-elevation-z4: 0 2px 4px -1px var(--jp-shadow-umbra-color), + 0 4px 5px 0 var(--jp-shadow-penumbra-color), + 0 1px 10px 0 var(--jp-shadow-ambient-color); + --jp-elevation-z6: 0 3px 5px -1px var(--jp-shadow-umbra-color), + 0 6px 10px 0 var(--jp-shadow-penumbra-color), + 0 1px 18px 0 var(--jp-shadow-ambient-color); + --jp-elevation-z8: 0 5px 5px -3px var(--jp-shadow-umbra-color), + 0 8px 10px 1px var(--jp-shadow-penumbra-color), + 0 3px 14px 2px var(--jp-shadow-ambient-color); + --jp-elevation-z12: 0 7px 8px -4px var(--jp-shadow-umbra-color), + 0 12px 17px 2px var(--jp-shadow-penumbra-color), + 0 5px 22px 4px var(--jp-shadow-ambient-color); + --jp-elevation-z16: 0 8px 10px -5px var(--jp-shadow-umbra-color), + 0 16px 24px 2px var(--jp-shadow-penumbra-color), + 0 6px 30px 5px var(--jp-shadow-ambient-color); + --jp-elevation-z20: 0 10px 13px -6px var(--jp-shadow-umbra-color), + 0 20px 31px 3px var(--jp-shadow-penumbra-color), + 0 8px 38px 7px var(--jp-shadow-ambient-color); + --jp-elevation-z24: 0 11px 15px -7px var(--jp-shadow-umbra-color), + 0 24px 38px 3px var(--jp-shadow-penumbra-color), + 0 9px 46px 8px var(--jp-shadow-ambient-color); + + /* Borders + * + * The following variables, specify the visual styling of borders in JupyterLab. + */ + + --jp-border-width: 1px; + --jp-border-color0: var(--md-grey-400); + --jp-border-color1: var(--md-grey-400); + --jp-border-color2: var(--md-grey-300); + --jp-border-color3: var(--md-grey-200); + --jp-inverse-border-color: var(--md-grey-600); + --jp-border-radius: 2px; + + /* UI Fonts + * + * The UI font CSS variables are used for the typography all of the JupyterLab + * user interface elements that are not directly user generated content. + * + * The font sizing here is done assuming that the body font size of --jp-ui-font-size1 + * is applied to a parent element. When children elements, such as headings, are sized + * in em all things will be computed relative to that body size. + */ + + --jp-ui-font-scale-factor: 1.2; + --jp-ui-font-size0: 0.83333em; + --jp-ui-font-size1: 13px; /* Base font size */ + --jp-ui-font-size2: 1.2em; + --jp-ui-font-size3: 1.44em; + --jp-ui-font-family: system-ui, -apple-system, blinkmacsystemfont, 'Segoe UI', + helvetica, arial, sans-serif, 'Apple Color Emoji', 'Segoe UI Emoji', + 'Segoe UI Symbol'; + + /* + * Use these font colors against the corresponding main layout colors. + * In a light theme, these go from dark to light. + */ + + /* Defaults use Material Design specification */ + --jp-ui-font-color0: rgba(0, 0, 0, 1); + --jp-ui-font-color1: rgba(0, 0, 0, 0.87); + --jp-ui-font-color2: rgba(0, 0, 0, 0.54); + --jp-ui-font-color3: rgba(0, 0, 0, 0.38); + + /* + * Use these against the brand/accent/warn/error colors. + * These will typically go from light to darker, in both a dark and light theme. + */ + + --jp-ui-inverse-font-color0: rgba(255, 255, 255, 1); + --jp-ui-inverse-font-color1: rgba(255, 255, 255, 1); + --jp-ui-inverse-font-color2: rgba(255, 255, 255, 0.7); + --jp-ui-inverse-font-color3: rgba(255, 255, 255, 0.5); + + /* Content Fonts + * + * Content font variables are used for typography of user generated content. + * + * The font sizing here is done assuming that the body font size of --jp-content-font-size1 + * is applied to a parent element. When children elements, such as headings, are sized + * in em all things will be computed relative to that body size. + */ + + --jp-content-line-height: 1.6; + --jp-content-font-scale-factor: 1.2; + --jp-content-font-size0: 0.83333em; + --jp-content-font-size1: 14px; /* Base font size */ + --jp-content-font-size2: 1.2em; + --jp-content-font-size3: 1.44em; + --jp-content-font-size4: 1.728em; + --jp-content-font-size5: 2.0736em; + + /* This gives a magnification of about 125% in presentation mode over normal. */ + --jp-content-presentation-font-size1: 17px; + --jp-content-heading-line-height: 1; + --jp-content-heading-margin-top: 1.2em; + --jp-content-heading-margin-bottom: 0.8em; + --jp-content-heading-font-weight: 500; + + /* Defaults use Material Design specification */ + --jp-content-font-color0: rgba(0, 0, 0, 1); + --jp-content-font-color1: rgba(0, 0, 0, 0.87); + --jp-content-font-color2: rgba(0, 0, 0, 0.54); + --jp-content-font-color3: rgba(0, 0, 0, 0.38); + --jp-content-link-color: var(--md-blue-900); + --jp-content-font-family: system-ui, -apple-system, blinkmacsystemfont, + 'Segoe UI', helvetica, arial, sans-serif, 'Apple Color Emoji', + 'Segoe UI Emoji', 'Segoe UI Symbol'; + + /* + * Code Fonts + * + * Code font variables are used for typography of code and other monospaces content. + */ + + --jp-code-font-size: 13px; + --jp-code-line-height: 1.3077; /* 17px for 13px base */ + --jp-code-padding: 5px; /* 5px for 13px base, codemirror highlighting needs integer px value */ + --jp-code-font-family-default: menlo, consolas, 'DejaVu Sans Mono', monospace; + --jp-code-font-family: var(--jp-code-font-family-default); + + /* This gives a magnification of about 125% in presentation mode over normal. */ + --jp-code-presentation-font-size: 16px; + + /* may need to tweak cursor width if you change font size */ + --jp-code-cursor-width0: 1.4px; + --jp-code-cursor-width1: 2px; + --jp-code-cursor-width2: 4px; + + /* Layout + * + * The following are the main layout colors use in JupyterLab. In a light + * theme these would go from light to dark. + */ + + --jp-layout-color0: white; + --jp-layout-color1: white; + --jp-layout-color2: var(--md-grey-200); + --jp-layout-color3: var(--md-grey-400); + --jp-layout-color4: var(--md-grey-600); + + /* Inverse Layout + * + * The following are the inverse layout colors use in JupyterLab. In a light + * theme these would go from dark to light. + */ + + --jp-inverse-layout-color0: #111; + --jp-inverse-layout-color1: var(--md-grey-900); + --jp-inverse-layout-color2: var(--md-grey-800); + --jp-inverse-layout-color3: var(--md-grey-700); + --jp-inverse-layout-color4: var(--md-grey-600); + + /* Brand/accent */ + + --jp-brand-color0: var(--md-blue-900); + --jp-brand-color1: var(--md-blue-700); + --jp-brand-color2: var(--md-blue-300); + --jp-brand-color3: var(--md-blue-100); + --jp-brand-color4: var(--md-blue-50); + --jp-accent-color0: var(--md-green-900); + --jp-accent-color1: var(--md-green-700); + --jp-accent-color2: var(--md-green-300); + --jp-accent-color3: var(--md-green-100); + + /* State colors (warn, error, success, info) */ + + --jp-warn-color0: var(--md-orange-900); + --jp-warn-color1: var(--md-orange-700); + --jp-warn-color2: var(--md-orange-300); + --jp-warn-color3: var(--md-orange-100); + --jp-error-color0: var(--md-red-900); + --jp-error-color1: var(--md-red-700); + --jp-error-color2: var(--md-red-300); + --jp-error-color3: var(--md-red-100); + --jp-success-color0: var(--md-green-900); + --jp-success-color1: var(--md-green-700); + --jp-success-color2: var(--md-green-300); + --jp-success-color3: var(--md-green-100); + --jp-info-color0: var(--md-cyan-900); + --jp-info-color1: var(--md-cyan-700); + --jp-info-color2: var(--md-cyan-300); + --jp-info-color3: var(--md-cyan-100); + + /* Cell specific styles */ + + --jp-cell-padding: 5px; + --jp-cell-collapser-width: 8px; + --jp-cell-collapser-min-height: 20px; + --jp-cell-collapser-not-active-hover-opacity: 0.6; + --jp-cell-editor-background: var(--md-grey-100); + --jp-cell-editor-border-color: var(--md-grey-300); + --jp-cell-editor-box-shadow: inset 0 0 2px var(--md-blue-300); + --jp-cell-editor-active-background: var(--jp-layout-color0); + --jp-cell-editor-active-border-color: var(--jp-brand-color1); + --jp-cell-prompt-width: 64px; + --jp-cell-prompt-font-family: var(--jp-code-font-family-default); + --jp-cell-prompt-letter-spacing: 0; + --jp-cell-prompt-opacity: 1; + --jp-cell-prompt-not-active-opacity: 0.5; + --jp-cell-prompt-not-active-font-color: var(--md-grey-700); + + /* A custom blend of MD grey and blue 600 + * See https://meyerweb.com/eric/tools/color-blend/#546E7A:1E88E5:5:hex */ + --jp-cell-inprompt-font-color: #307fc1; + + /* A custom blend of MD grey and orange 600 + * https://meyerweb.com/eric/tools/color-blend/#546E7A:F4511E:5:hex */ + --jp-cell-outprompt-font-color: #bf5b3d; + + /* Notebook specific styles */ + + --jp-notebook-padding: 10px; + --jp-notebook-select-background: var(--jp-layout-color1); + --jp-notebook-multiselected-color: var(--md-blue-50); + + /* The scroll padding is calculated to fill enough space at the bottom of the + notebook to show one single-line cell (with appropriate padding) at the top + when the notebook is scrolled all the way to the bottom. We also subtract one + pixel so that no scrollbar appears if we have just one single-line cell in the + notebook. This padding is to enable a 'scroll past end' feature in a notebook. + */ + --jp-notebook-scroll-padding: calc( + 100% - var(--jp-code-font-size) * var(--jp-code-line-height) - + var(--jp-code-padding) - var(--jp-cell-padding) - 1px + ); + + /* Rendermime styles */ + + --jp-rendermime-error-background: #fdd; + --jp-rendermime-table-row-background: var(--md-grey-100); + --jp-rendermime-table-row-hover-background: var(--md-light-blue-50); + + /* Dialog specific styles */ + + --jp-dialog-background: rgba(0, 0, 0, 0.25); + + /* Console specific styles */ + + --jp-console-padding: 10px; + + /* Toolbar specific styles */ + + --jp-toolbar-border-color: var(--jp-border-color1); + --jp-toolbar-micro-height: 8px; + --jp-toolbar-background: var(--jp-layout-color1); + --jp-toolbar-box-shadow: 0 0 2px 0 rgba(0, 0, 0, 0.24); + --jp-toolbar-header-margin: 4px 4px 0 4px; + --jp-toolbar-active-background: var(--md-grey-300); + + /* Statusbar specific styles */ + + --jp-statusbar-height: 24px; + + /* Input field styles */ + + --jp-input-box-shadow: inset 0 0 2px var(--md-blue-300); + --jp-input-active-background: var(--jp-layout-color1); + --jp-input-hover-background: var(--jp-layout-color1); + --jp-input-background: var(--md-grey-100); + --jp-input-border-color: var(--jp-inverse-border-color); + --jp-input-active-border-color: var(--jp-brand-color1); + --jp-input-active-box-shadow-color: rgba(19, 124, 189, 0.3); + + /* General editor styles */ + + --jp-editor-selected-background: #d9d9d9; + --jp-editor-selected-focused-background: #d7d4f0; + --jp-editor-cursor-color: var(--jp-ui-font-color0); + + /* Code mirror specific styles */ + + --jp-mirror-editor-keyword-color: #008000; + --jp-mirror-editor-atom-color: #88f; + --jp-mirror-editor-number-color: #080; + --jp-mirror-editor-def-color: #00f; + --jp-mirror-editor-variable-color: var(--md-grey-900); + --jp-mirror-editor-variable-2-color: rgb(0, 54, 109); + --jp-mirror-editor-variable-3-color: #085; + --jp-mirror-editor-punctuation-color: #05a; + --jp-mirror-editor-property-color: #05a; + --jp-mirror-editor-operator-color: #a2f; + --jp-mirror-editor-comment-color: #408080; + --jp-mirror-editor-string-color: #ba2121; + --jp-mirror-editor-string-2-color: #708; + --jp-mirror-editor-meta-color: #a2f; + --jp-mirror-editor-qualifier-color: #555; + --jp-mirror-editor-builtin-color: #008000; + --jp-mirror-editor-bracket-color: #997; + --jp-mirror-editor-tag-color: #170; + --jp-mirror-editor-attribute-color: #00c; + --jp-mirror-editor-header-color: blue; + --jp-mirror-editor-quote-color: #090; + --jp-mirror-editor-link-color: #00c; + --jp-mirror-editor-error-color: #f00; + --jp-mirror-editor-hr-color: #999; + + /* + RTC user specific colors. + These colors are used for the cursor, username in the editor, + and the icon of the user. + */ + + --jp-collaborator-color1: #ffad8e; + --jp-collaborator-color2: #dac83d; + --jp-collaborator-color3: #72dd76; + --jp-collaborator-color4: #00e4d0; + --jp-collaborator-color5: #45d4ff; + --jp-collaborator-color6: #e2b1ff; + --jp-collaborator-color7: #ff9de6; + + /* Vega extension styles */ + + --jp-vega-background: white; + + /* Sidebar-related styles */ + + --jp-sidebar-min-width: 250px; + + /* Search-related styles */ + + --jp-search-toggle-off-opacity: 0.5; + --jp-search-toggle-hover-opacity: 0.8; + --jp-search-toggle-on-opacity: 1; + --jp-search-selected-match-background-color: rgb(245, 200, 0); + --jp-search-selected-match-color: black; + --jp-search-unselected-match-background-color: var( + --jp-inverse-layout-color0 + ); + --jp-search-unselected-match-color: var(--jp-ui-inverse-font-color0); + + /* Icon colors that work well with light or dark backgrounds */ + --jp-icon-contrast-color0: var(--md-purple-600); + --jp-icon-contrast-color1: var(--md-green-600); + --jp-icon-contrast-color2: var(--md-pink-600); + --jp-icon-contrast-color3: var(--md-blue-600); + + /* Button colors */ + --jp-accept-color-normal: var(--md-blue-700); + --jp-accept-color-hover: var(--md-blue-800); + --jp-accept-color-active: var(--md-blue-900); + --jp-warn-color-normal: var(--md-red-700); + --jp-warn-color-hover: var(--md-red-800); + --jp-warn-color-active: var(--md-red-900); + --jp-reject-color-normal: var(--md-grey-600); + --jp-reject-color-hover: var(--md-grey-700); + --jp-reject-color-active: var(--md-grey-800); + + /* File or activity icons and switch semantic variables */ + --jp-jupyter-icon-color: #f37626; + --jp-notebook-icon-color: #f37626; + --jp-json-icon-color: var(--md-orange-700); + --jp-console-icon-background-color: var(--md-blue-700); + --jp-console-icon-color: white; + --jp-terminal-icon-background-color: var(--md-grey-800); + --jp-terminal-icon-color: var(--md-grey-200); + --jp-text-editor-icon-color: var(--md-grey-700); + --jp-inspector-icon-color: var(--md-grey-700); + --jp-switch-color: var(--md-grey-400); + --jp-switch-true-position-color: var(--md-orange-900); +} +</style> +<style type="text/css"> +/* Force rendering true colors when outputing to pdf */ +* { + -webkit-print-color-adjust: exact; +} + +/* Misc */ +a.anchor-link { + display: none; +} + +/* Input area styling */ +.jp-InputArea { + overflow: hidden; +} + +.jp-InputArea-editor { + overflow: hidden; +} + +.cm-editor.cm-s-jupyter .highlight pre { +/* weird, but --jp-code-padding defined to be 5px but 4px horizontal padding is hardcoded for pre.cm-line */ + padding: var(--jp-code-padding) 4px; + margin: 0; + + font-family: inherit; + font-size: inherit; + line-height: inherit; + color: inherit; + +} + +.jp-OutputArea-output pre { + line-height: inherit; + font-family: inherit; +} + +.jp-RenderedText pre { + color: var(--jp-content-font-color1); + font-size: var(--jp-code-font-size); +} + +/* Hiding the collapser by default */ +.jp-Collapser { + display: none; +} + +@page { + margin: 0.5in; /* Margin for each printed piece of paper */ +} + +@media print { + .jp-Cell-inputWrapper, + .jp-Cell-outputWrapper { + display: block; + } +} +</style> +<!-- Load mathjax --> +<script src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.7/latest.js?config=TeX-AMS_CHTML-full,Safe"> </script> +<!-- MathJax configuration --> +<script type="text/x-mathjax-config"> + init_mathjax = function() { + if (window.MathJax) { + // MathJax loaded + MathJax.Hub.Config({ + TeX: { + equationNumbers: { + autoNumber: "AMS", + useLabelIds: true + } + }, + tex2jax: { + inlineMath: [ ['$','$'], ["\\(","\\)"] ], + displayMath: [ ['$$','$$'], ["\\[","\\]"] ], + processEscapes: true, + processEnvironments: true + }, + displayAlign: 'center', + CommonHTML: { + linebreaks: { + automatic: true + } + } + }); + + MathJax.Hub.Queue(["Typeset", MathJax.Hub]); + } + } + init_mathjax(); + </script> +<!-- End of mathjax configuration --><script type="module"> + document.addEventListener("DOMContentLoaded", async () => { + const diagrams = document.querySelectorAll(".jp-Mermaid > pre.mermaid"); + // do not load mermaidjs if not needed + if (!diagrams.length) { + return; + } + const mermaid = (await import("https://cdnjs.cloudflare.com/ajax/libs/mermaid/10.6.0/mermaid.esm.min.mjs")).default; + const parser = new DOMParser(); + + mermaid.initialize({ + maxTextSize: 100000, + startOnLoad: false, + fontFamily: window + .getComputedStyle(document.body) + .getPropertyValue("--jp-ui-font-family"), + theme: document.querySelector("body[data-jp-theme-light='true']") + ? "default" + : "dark", + }); + + let _nextMermaidId = 0; + + function makeMermaidImage(svg) { + const img = document.createElement("img"); + const doc = parser.parseFromString(svg, "image/svg+xml"); + const svgEl = doc.querySelector("svg"); + const { maxWidth } = svgEl?.style || {}; + const firstTitle = doc.querySelector("title"); + const firstDesc = doc.querySelector("desc"); + + img.setAttribute("src", `data:image/svg+xml,${encodeURIComponent(svg)}`); + if (maxWidth) { + img.width = parseInt(maxWidth); + } + if (firstTitle) { + img.setAttribute("alt", firstTitle.textContent); + } + if (firstDesc) { + const caption = document.createElement("figcaption"); + caption.className = "sr-only"; + caption.textContent = firstDesc.textContent; + return [img, caption]; + } + return [img]; + } + + async function makeMermaidError(text) { + let errorMessage = ""; + try { + await mermaid.parse(text); + } catch (err) { + errorMessage = `${err}`; + } + + const result = document.createElement("details"); + result.className = 'jp-RenderedMermaid-Details'; + const summary = document.createElement("summary"); + summary.className = 'jp-RenderedMermaid-Summary'; + const pre = document.createElement("pre"); + const code = document.createElement("code"); + code.innerText = text; + pre.appendChild(code); + summary.appendChild(pre); + result.appendChild(summary); + + const warning = document.createElement("pre"); + warning.innerText = errorMessage; + result.appendChild(warning); + return [result]; + } + + async function renderOneMarmaid(src) { + const id = `jp-mermaid-${_nextMermaidId++}`; + const parent = src.parentNode; + let raw = src.textContent.trim(); + const el = document.createElement("div"); + el.style.visibility = "hidden"; + document.body.appendChild(el); + let results = null; + let output = null; + try { + const { svg } = await mermaid.render(id, raw, el); + results = makeMermaidImage(svg); + output = document.createElement("figure"); + results.map(output.appendChild, output); + } catch (err) { + parent.classList.add("jp-mod-warning"); + results = await makeMermaidError(raw); + output = results[0]; + } finally { + el.remove(); + } + parent.classList.add("jp-RenderedMermaid"); + parent.appendChild(output); + } + + void Promise.all([...diagrams].map(renderOneMarmaid)); + }); +</script> +<style> + .jp-Mermaid:not(.jp-RenderedMermaid) { + display: none; + } + + .jp-RenderedMermaid { + overflow: auto; + display: flex; + } + + .jp-RenderedMermaid.jp-mod-warning { + width: auto; + padding: 0.5em; + margin-top: 0.5em; + border: var(--jp-border-width) solid var(--jp-warn-color2); + border-radius: var(--jp-border-radius); + color: var(--jp-ui-font-color1); + font-size: var(--jp-ui-font-size1); + white-space: pre-wrap; + word-wrap: break-word; + } + + .jp-RenderedMermaid figure { + margin: 0; + overflow: auto; + max-width: 100%; + } + + .jp-RenderedMermaid img { + max-width: 100%; + } + + .jp-RenderedMermaid-Details > pre { + margin-top: 1em; + } + + .jp-RenderedMermaid-Summary { + color: var(--jp-warn-color2); + } + + .jp-RenderedMermaid:not(.jp-mod-warning) pre { + display: none; + } + + .jp-RenderedMermaid-Summary > pre { + display: inline-block; + white-space: normal; + } +</style> +<!-- End of mermaid configuration --></head> +<body class="jp-Notebook" data-jp-theme-light="true" data-jp-theme-name="JupyterLab Light"> +<main> +<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell" id="cell-id=b5955612-0118-4fd4-8694-5fe52ce1be5a"> +<div class="jp-Cell-inputWrapper" tabindex="0"> +<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser"> +</div> +<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt"> +</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput" data-mime-type="text/markdown"> +<h1 id="GA-1.6:-An-ODE-to-Probably-Doing-Enough-(PDE)">GA 1.6: An ODE to Probably Doing Enough (PDE)<a class="anchor-link" href="#GA-1.6:-An-ODE-to-Probably-Doing-Enough-(PDE)">¶</a></h1><h1 style="position: absolute; display: flex; flex-grow: 0; flex-shrink: 0; flex-direction: row-reverse; top: 60px;right: 30px; margin: 0; border: 0"> +<style> + .markdown {width:100%; position: relative} + article { position: relative } + </style> +<img alt="No description has been provided for this image" src="https://gitlab.tudelft.nl/mude/public/-/raw/main/tu-logo/TU_P1_full-color.png" style="width:100px"/> +<img alt="No description has been provided for this image" src="https://gitlab.tudelft.nl/mude/public/-/raw/main/mude-logo/MUDE_Logo-small.png" style="width:100px"/> +</h1> +<h2 style="height: 10px"> +</h2> +<p><em><a href="http://mude.citg.tudelft.nl/">CEGM1000 MUDE</a>: Week 1.6. For: 11 October, 2024.</em></p> +</div> +</div> +</div> +</div> +<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell" id="cell-id=e143a00c-1b09-435f-b581-80190df01a1c"> +<div class="jp-Cell-inputWrapper" tabindex="0"> +<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser"> +</div> +<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt"> +</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput" data-mime-type="text/markdown"> +<h1 id="Overview">Overview<a class="anchor-link" href="#Overview">¶</a></h1><p>This assignment contains two parts: treating non-linear ODEs and treating the diffusion equation (PDE).</p> +</div> +</div> +</div> +</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell jp-mod-noOutputs" id="cell-id=453992c1"> +<div class="jp-Cell-inputWrapper" tabindex="0"> +<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser"> +</div> +<div class="jp-InputArea jp-Cell-inputArea"> +<div class="jp-InputPrompt jp-InputArea-prompt">In [1]:</div> +<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline"> +<div class="cm-editor cm-s-jupyter"> +<div class="highlight hl-ipython3"><pre><span></span><span class="kn">import</span> <span class="nn">numpy</span> <span class="k">as</span> <span class="nn">np</span> +<span class="kn">import</span> <span class="nn">matplotlib.pyplot</span> <span class="k">as</span> <span class="nn">plt</span> +<span class="kn">import</span> <span class="nn">ipywidgets</span> <span class="k">as</span> <span class="nn">widgets</span> +<span class="kn">from</span> <span class="nn">ipywidgets</span> <span class="kn">import</span> <span class="n">interact</span> +</pre></div> +</div> +</div> +</div> +</div> +</div> +<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell" id="cell-id=fd02d171"> +<div class="jp-Cell-inputWrapper" tabindex="0"> +<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser"> +</div> +<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt"> +</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput" data-mime-type="text/markdown"> +<h2 id="Part-1:-Solving-Non-linear-ODEs">Part 1: Solving Non-linear ODEs<a class="anchor-link" href="#Part-1:-Solving-Non-linear-ODEs">¶</a></h2><p>In task 1 you will solve first a very simple equation using Newton-Rhapson to understand exactly how to implement it. Task 2 treats the solution of a non-linear ODE w.r.t. time, first with Explicit Euler and then with Implicit Euler. The latter will require again Newton-Rhapson to find the solution.</p> +</div> +</div> +</div> +</div> +<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell" id="cell-id=735043d3"> +<div class="jp-Cell-inputWrapper" tabindex="0"> +<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser"> +</div> +<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt"> +</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput" data-mime-type="text/markdown"> +<div style="background-color:#AABAB2; color: black; width:95%; vertical-align: middle; padding:15px; margin: 10px; border-radius: 10px"> +<p> +<b>Task 1</b> +<p>The equation to solve using Newton-Rhapson is</p> +$$ +x^2=9 +$$</p> +</div> +</div> +</div> +</div> +</div> +<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell" id="cell-id=17ca3c02"> +<div class="jp-Cell-inputWrapper" tabindex="0"> +<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser"> +</div> +<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt"> +</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput" data-mime-type="text/markdown"> +<div style="background-color:#AABAB2; color: black; width:95%; vertical-align: middle; padding:15px; margin: 10px; border-radius: 10px"> +<p> +<b>Task 1.1</b> +<p>Formally Newton-Rhapson is implemented iterating the solution as follows: +$$ +z_{j+1} = z_{j} - g(z_j)/g'(z_j) +$$ +where $g(z_j) = 0$ and $z_j$ is a guess and $z_{j+1}$ is the improved guess.</p> +<p>As we do not care about retaining the values of every guess, it can be written in code as:</p> +$$ +x = x - g(x)/g'(x) +$$<p><strong>Transform the equation $x^2=9$ to g(x) and write it below, together with g'(x).</strong></p> +</p> +</div> +</div> +</div> +</div> +</div> +<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell" id="cell-id=c221dccd"> +<div class="jp-Cell-inputWrapper" tabindex="0"> +<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser"> +</div> +<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt"> +</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput" data-mime-type="text/markdown"> +<div style="background-color:#FAE99E; color: black; width:95%; vertical-align: middle; padding:15px; margin: 10px; border-radius: 10px"> +<p> +<b>Solution</b> +$$ +g(x) = x^2-9 \text{ and } g'(x) = 2x +$$<p>so +$$ +x = x - \frac{x^2-9}{2x} +$$</p> +</p> +</div> +</div> +</div> +</div> +</div> +<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell" id="cell-id=4f3fc628"> +<div class="jp-Cell-inputWrapper" tabindex="0"> +<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser"> +</div> +<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt"> +</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput" data-mime-type="text/markdown"> +<div style="background-color:#AABAB2; color: black; width:95%; vertical-align: middle; padding:15px; margin: 10px; border-radius: 10px"> +<p> +<b>Task 1.2</b> +<p>Implement your equations $g(x)$ and $g'(x)$ in the code below, as well as the Newton-Rhapson expression inside the loop. Test the code with the initial guess of $x=10$.</p> +</p> +</div> +</div> +</div> +</div> +</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell" id="cell-id=25bcec4e"> +<div class="jp-Cell-inputWrapper" tabindex="0"> +<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser"> +</div> +<div class="jp-InputArea jp-Cell-inputArea"> +<div class="jp-InputPrompt jp-InputArea-prompt">In [2]:</div> +<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline"> +<div class="cm-editor cm-s-jupyter"> +<div class="highlight hl-ipython3"><pre><span></span><span class="c1"># def g(x):</span> +<span class="c1"># return YOUR_CODE_HERE</span> + +<span class="c1"># def g_der(x):</span> +<span class="c1"># return YOUR_CODE_HERE</span> + +<span class="c1"># x = YOUR_CODE_HERE</span> +<span class="c1"># for j in range(100):</span> +<span class="c1"># x = YOUR_CODE_HERE</span> +<span class="c1"># # Next task will go here</span> + +<span class="c1"># SOLUTION</span> + +<span class="k">def</span> <span class="nf">g</span><span class="p">(</span><span class="n">x</span><span class="p">):</span> + <span class="k">return</span> <span class="n">x</span><span class="o">**</span><span class="mi">2</span> <span class="o">-</span> <span class="mi">9</span> + +<span class="k">def</span> <span class="nf">g_der</span><span class="p">(</span><span class="n">x</span><span class="p">):</span> + <span class="k">return</span> <span class="mi">2</span><span class="o">*</span><span class="n">x</span> + +<span class="n">x</span> <span class="o">=</span> <span class="mi">10</span> +<span class="k">for</span> <span class="n">j</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="mi">100</span><span class="p">):</span> + <span class="n">x</span> <span class="o">=</span> <span class="n">x</span> <span class="o">-</span> <span class="n">g</span><span class="p">(</span><span class="n">x</span><span class="p">)</span><span class="o">/</span><span class="n">g_der</span><span class="p">(</span><span class="n">x</span><span class="p">)</span> + <span class="k">if</span> <span class="n">np</span><span class="o">.</span><span class="n">abs</span><span class="p">(</span><span class="n">g</span><span class="p">(</span><span class="n">x</span><span class="p">))</span> <span class="o"><</span> <span class="mf">1e-6</span><span class="p">:</span> + <span class="k">break</span> + +<span class="nb">print</span><span class="p">(</span><span class="s2">"The solution found is "</span><span class="p">,</span> <span class="n">x</span><span class="p">,</span> <span class="s2">" it took "</span> <span class="p">,</span><span class="n">j</span> <span class="p">,</span> <span class="s2">" iterations to converge."</span><span class="p">)</span> + +<span class="n">x</span> <span class="o">=</span> <span class="mf">.01</span> +<span class="k">for</span> <span class="n">j</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="mi">100</span><span class="p">):</span> + <span class="n">x</span> <span class="o">=</span> <span class="n">x</span> <span class="o">-</span> <span class="n">g</span><span class="p">(</span><span class="n">x</span><span class="p">)</span><span class="o">/</span><span class="n">g_der</span><span class="p">(</span><span class="n">x</span><span class="p">)</span> + <span class="k">if</span> <span class="n">np</span><span class="o">.</span><span class="n">abs</span><span class="p">(</span><span class="n">g</span><span class="p">(</span><span class="n">x</span><span class="p">))</span> <span class="o"><</span> <span class="mf">1e-6</span><span class="p">:</span> + <span class="k">break</span> + +<span class="nb">print</span><span class="p">(</span><span class="s2">"The solution found is "</span><span class="p">,</span> <span class="n">x</span><span class="p">,</span> <span class="s2">" it took "</span> <span class="p">,</span><span class="n">j</span> <span class="p">,</span> <span class="s2">" iterations to converge."</span><span class="p">)</span> +</pre></div> +</div> +</div> +</div> +</div> +<div class="jp-Cell-outputWrapper"> +<div class="jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser"> +</div> +<div class="jp-OutputArea jp-Cell-outputArea"> +<div class="jp-OutputArea-child"> +<div class="jp-OutputPrompt jp-OutputArea-prompt"></div> +<div class="jp-RenderedText jp-OutputArea-output" data-mime-type="text/plain" tabindex="0"> +<pre>The solution found is 3.0000000149658455 it took 4 iterations to converge. +The solution found is 3.000000000008298 it took 11 iterations to converge. +</pre> +</div> +</div> +</div> +</div> +</div> +<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell" id="cell-id=c210989a"> +<div class="jp-Cell-inputWrapper" tabindex="0"> +<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser"> +</div> +<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt"> +</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput" data-mime-type="text/markdown"> +<div style="background-color:#AABAB2; color: black; width:95%; vertical-align: middle; padding:15px; margin: 10px; border-radius: 10px"> +<p> +<b>Task 1.3</b> +<p>The code is taking 100 iterations without stopping. <strong>Add a condition to the code above to stop the loop once the solution is good enough</strong>, i.e., when the solution is closer than $\epsilon = 10^{-6}$ to the exact solution. How many iterations does it take now to converge?</p> +</p> +</div> +</div> +</div> +</div> +</div> +<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell" id="cell-id=72af70ed"> +<div class="jp-Cell-inputWrapper" tabindex="0"> +<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser"> +</div> +<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt"> +</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput" data-mime-type="text/markdown"> +<div style="background-color:#FAE99E; color: black; width:95%; vertical-align: middle; padding:15px; margin: 10px; border-radius: 10px"> +<p> +<b>Solution</b> +<p>4 iterations</p> +</p> +</div> +</div> +</div> +</div> +</div> +<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell" id="cell-id=e4723ca1"> +<div class="jp-Cell-inputWrapper" tabindex="0"> +<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser"> +</div> +<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt"> +</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput" data-mime-type="text/markdown"> +<div style="background-color:#AABAB2; color: black; width:95%; vertical-align: middle; padding:15px; margin: 10px; border-radius: 10px"> +<p> +<b>Task 1.4</b> +<p>Change the intial guess to $x=0.01$, which is closer to the exact solution than the initial guess in the previous task. How many iterations does it take to converge? Explain the difference.</p> +</p> +</div> +</div> +</div> +</div> +</div> +<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell" id="cell-id=b9a34e8a"> +<div class="jp-Cell-inputWrapper" tabindex="0"> +<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser"> +</div> +<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt"> +</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput" data-mime-type="text/markdown"> +<div style="background-color:#FAE99E; color: black; width:95%; vertical-align: middle; padding:15px; margin: 10px; border-radius: 10px"> +<p> +<b>Solution</b> +<p>It takes 11 iterations, 7 more than in the previous case despite the guess being closer to the solution. This is because at that location the derivative is close to 0 and if first goes far away from the solution.</p> +</p> +</div> +</div> +</div> +</div> +</div> +<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell" id="cell-id=fcb52681"> +<div class="jp-Cell-inputWrapper" tabindex="0"> +<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser"> +</div> +<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt"> +</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput" data-mime-type="text/markdown"> +<div style="background-color:#AABAB2; color: black; width:95%; vertical-align: middle; padding:15px; margin: 10px; border-radius: 10px"> +<p> +<b>Task 2</b> +<p>Solve the following ODE using Explicit and Implicit Euler.</p> +$$ +\frac{dy}{dt} = \sin(y^3)+\sin(t) +$$<p>with initial value $y(t=0) = 1$</p> +</p> +</div> +</div> +</div> +</div> +</div> +<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell" id="cell-id=8b10ee75"> +<div class="jp-Cell-inputWrapper" tabindex="0"> +<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser"> +</div> +<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt"> +</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput" data-mime-type="text/markdown"> +<div style="background-color:#AABAB2; color: black; width:95%; vertical-align: middle; padding:15px; margin: 10px; border-radius: 10px"> +<p> +<b>Task 2.1</b> +<p>Write in paper the Explicit and Implicit Euler schemes of the equation above.</p> +</p> +</div> +</div> +</div> +</div> +</div> +<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell" id="cell-id=7e68e263"> +<div class="jp-Cell-inputWrapper" tabindex="0"> +<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser"> +</div> +<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt"> +</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput" data-mime-type="text/markdown"> +<div style="background-color:#FAE99E; color: black; width:95%; vertical-align: middle; padding:15px; margin: 10px; border-radius: 10px"> +<p> +<b>Solution</b> +<p>The Explicit Euler Scheme: +$$ +y_{i+1} = y_{i} + \Delta t (\sin(y_i^3)+\sin(t_i)) +$$</p> +<p>The Implicit Euler scheme: +$$ +y_{i+1} = y_{i} + \Delta t (\sin(y_{i+1}^3)+\sin(t_{i+1})) +$$</p> +</p> +</div> +</div> +</div> +</div> +</div> +<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell" id="cell-id=3a0f172f"> +<div class="jp-Cell-inputWrapper" tabindex="0"> +<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser"> +</div> +<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt"> +</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput" data-mime-type="text/markdown"> +<div style="background-color:#AABAB2; color: black; width:95%; vertical-align: middle; padding:15px; margin: 10px; border-radius: 10px"> +<p> +<b>Task 2.2</b> +<p>Just as before, Newton-Rhapson must be implemented following: +$$ +z_{j+1} = z_{j} - g(z_j)/g'(z_j) +$$ +where $g(z_j) = 0$ and $z_j$ is a guess and $z_{j+1}$ is the improved guess.</p> +<p><strong>Transform your Implicit Euler scheme into g(<em>) and write it below, together with g'(</em>).</strong></p> +</p> +</div> +</div> +</div> +</div> +</div> +<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell" id="cell-id=7ade5e39"> +<div class="jp-Cell-inputWrapper" tabindex="0"> +<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser"> +</div> +<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt"> +</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput" data-mime-type="text/markdown"> +<div style="background-color:#FAE99E; color: black; width:95%; vertical-align: middle; padding:15px; margin: 10px; border-radius: 10px"> +<p> +<b>Solution</b> +$$ +g(y_{i+1}) = y_{i+1}-y_{i} - \Delta t (\sin(y_{i+1}^3)+\sin(t_{i+1})) +$$<p>and</p> +$$ +g'(y_{i+1}) = 1 - 3\Delta ty_{i+1}^2\cos(y_{i+1}^3) +$$</p> +</div> +</div> +</div> +</div> +</div> +<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell" id="cell-id=726c43cb"> +<div class="jp-Cell-inputWrapper" tabindex="0"> +<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser"> +</div> +<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt"> +</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput" data-mime-type="text/markdown"> +<div style="background-color:#AABAB2; color: black; width:95%; vertical-align: middle; padding:15px; margin: 10px; border-radius: 10px"> +<p> +<b>Task 2.3</b> +<p>Implement the Explicit Euler and Implicit Euler schemes by filling the lines of code below:</p> +<ul> +<li>a) Code the functions g() and g'()</li> +<li>b) Implement Explicit Euler</li> +<li>c) Implement Implicit Euler. Tip: use as initial guess the value of the previous time step.</li> +<li>d) Use a dt = 0.25s</li> +</ul> +</p> +</div> +</div> +</div> +</div> +</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell" id="cell-id=57c0662a"> +<div class="jp-Cell-inputWrapper" tabindex="0"> +<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser"> +</div> +<div class="jp-InputArea jp-Cell-inputArea"> +<div class="jp-InputPrompt jp-InputArea-prompt">In [3]:</div> +<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline"> +<div class="cm-editor cm-s-jupyter"> +<div class="highlight hl-ipython3"><pre><span></span><span class="c1"># def g(y_iplus1, y_i, t_iplus1):</span> +<span class="c1"># return YOUR_CODE_HERE</span> + +<span class="c1"># def g_der(y_iplus1):</span> +<span class="c1"># return YOUR_CODE_HERE</span> + +<span class="c1"># # Define parameters:</span> +<span class="c1"># dt = .25</span> +<span class="c1"># t_end = 10</span> +<span class="c1"># t = np.arange(0,t_end+dt,dt)</span> + +<span class="c1"># y_EE = np.zeros(t.shape)</span> +<span class="c1"># y_IE = np.zeros(t.shape)</span> + +<span class="c1"># # Define Initial Conditions</span> +<span class="c1"># y_EE[0] = YOUR_CODE_HERE</span> +<span class="c1"># y_IE[0] = YOUR_CODE_HERE</span> + +<span class="c1"># # Perform time-integration</span> +<span class="c1"># newtonFailed = 0</span> +<span class="c1"># for i in range(0, len(t)-1): </span> + +<span class="c1"># # Forward Euler:</span> +<span class="c1"># y_EE[i+1] = YOUR_CODE_HERE</span> + +<span class="c1"># # Backward Euler:</span> +<span class="c1"># y_IE[i+1] = YOUR_CODE_HERE # Initial guess</span> +<span class="c1"># for j in range(200):</span> +<span class="c1"># y_IE[i+1] = YOUR_CODE_HERE</span> +<span class="c1"># if np.abs(g(y_IE[i+1], y_IE[i], t[i+1])) < 1e-6:</span> +<span class="c1"># break</span> + +<span class="c1"># if j >= 199:</span> +<span class="c1"># newtonFailed = 1</span> + + +<span class="c1"># # Plotting the solution</span> +<span class="c1"># plt.plot(t, y_EE, 'r', t, y_IE, 'g--')</span> +<span class="c1"># if newtonFailed:</span> +<span class="c1"># plt.title('Nonlinear ODE with dt = ' + str(dt) + ' \nImplicit Euler did not converge')</span> +<span class="c1"># else:</span> +<span class="c1"># plt.title('Nonlinear ODE with dt = ' + str(dt))</span> + +<span class="c1"># plt.xlabel('t')</span> +<span class="c1"># plt.ylabel('y')</span> +<span class="c1"># plt.gca().legend(('Explicit','Implicit'))</span> +<span class="c1"># plt.grid()</span> +<span class="c1"># plt.show()</span> + + +<span class="c1"># SOLUTION</span> +<span class="k">def</span> <span class="nf">g</span><span class="p">(</span><span class="n">y_iplus1</span><span class="p">,</span><span class="n">y_i</span><span class="p">,</span> <span class="n">t_iplus1</span><span class="p">):</span> + <span class="k">return</span> <span class="n">y_iplus1</span><span class="o">-</span><span class="n">y_i</span><span class="o">-</span><span class="n">dt</span><span class="o">*</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">sin</span><span class="p">(</span><span class="n">y_iplus1</span><span class="o">**</span><span class="mi">3</span><span class="p">)</span><span class="o">+</span><span class="n">np</span><span class="o">.</span><span class="n">sin</span><span class="p">(</span><span class="n">t_iplus1</span><span class="p">))</span> + +<span class="k">def</span> <span class="nf">g_der</span><span class="p">(</span><span class="n">y_iplus1</span><span class="p">):</span> + <span class="k">return</span> <span class="mi">1</span><span class="o">-</span><span class="mi">3</span><span class="o">*</span><span class="n">dt</span><span class="o">*</span><span class="n">y_iplus1</span><span class="o">**</span><span class="mi">2</span><span class="o">*</span><span class="n">np</span><span class="o">.</span><span class="n">cos</span><span class="p">(</span><span class="n">y_iplus1</span><span class="o">**</span><span class="mi">3</span><span class="p">)</span> + + +<span class="c1"># Define parameters:</span> +<span class="n">dt</span> <span class="o">=</span> <span class="mf">.25</span> +<span class="n">t_end</span> <span class="o">=</span> <span class="mi">10</span> +<span class="n">t</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span><span class="n">t_end</span><span class="o">+</span><span class="n">dt</span><span class="p">,</span><span class="n">dt</span><span class="p">)</span> + +<span class="n">y_EE</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">zeros</span><span class="p">(</span><span class="n">t</span><span class="o">.</span><span class="n">shape</span><span class="p">)</span> +<span class="n">y_IE</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">zeros</span><span class="p">(</span><span class="n">t</span><span class="o">.</span><span class="n">shape</span><span class="p">)</span> + +<span class="c1"># Define Initial Conditions</span> +<span class="n">y_EE</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span> <span class="o">=</span> <span class="mi">1</span> +<span class="n">y_IE</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span> <span class="o">=</span> <span class="mi">1</span> + +<span class="c1"># Perform time-integration</span> +<span class="n">newtonFailed</span> <span class="o">=</span> <span class="mi">0</span> +<span class="k">for</span> <span class="n">i</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span> <span class="nb">len</span><span class="p">(</span><span class="n">t</span><span class="p">)</span><span class="o">-</span><span class="mi">1</span><span class="p">):</span> + + <span class="c1"># Forward Euler:</span> + <span class="n">y_EE</span><span class="p">[</span><span class="n">i</span><span class="o">+</span><span class="mi">1</span><span class="p">]</span> <span class="o">=</span> <span class="n">y_EE</span><span class="p">[</span><span class="n">i</span><span class="p">]</span> <span class="o">+</span> <span class="n">dt</span><span class="o">*</span><span class="p">(</span><span class="n">np</span><span class="o">.</span><span class="n">sin</span><span class="p">(</span><span class="n">y_EE</span><span class="p">[</span><span class="n">i</span><span class="p">]</span><span class="o">**</span><span class="mi">3</span><span class="p">)</span><span class="o">+</span><span class="n">np</span><span class="o">.</span><span class="n">sin</span><span class="p">(</span><span class="n">t</span><span class="p">[</span><span class="n">i</span><span class="p">]))</span> + + <span class="c1"># Backward Euler:</span> + <span class="n">y_IE</span><span class="p">[</span><span class="n">i</span><span class="o">+</span><span class="mi">1</span><span class="p">]</span> <span class="o">=</span> <span class="n">y_IE</span><span class="p">[</span><span class="n">i</span><span class="p">]</span> <span class="c1"># initial guess</span> + <span class="k">for</span> <span class="n">j</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="mi">200</span><span class="p">):</span> + <span class="n">y_IE</span><span class="p">[</span><span class="n">i</span><span class="o">+</span><span class="mi">1</span><span class="p">]</span> <span class="o">=</span> <span class="n">y_IE</span><span class="p">[</span><span class="n">i</span><span class="o">+</span><span class="mi">1</span><span class="p">]</span> <span class="o">-</span> <span class="n">g</span><span class="p">(</span><span class="n">y_IE</span><span class="p">[</span><span class="n">i</span><span class="o">+</span><span class="mi">1</span><span class="p">],</span> <span class="n">y_IE</span><span class="p">[</span><span class="n">i</span><span class="p">],</span> <span class="n">t</span><span class="p">[</span><span class="n">i</span><span class="o">+</span><span class="mi">1</span><span class="p">])</span> <span class="o">/</span> <span class="n">g_der</span><span class="p">(</span><span class="n">y_IE</span><span class="p">[</span><span class="n">i</span><span class="o">+</span><span class="mi">1</span><span class="p">])</span> + <span class="k">if</span> <span class="n">np</span><span class="o">.</span><span class="n">abs</span><span class="p">(</span><span class="n">g</span><span class="p">(</span><span class="n">y_IE</span><span class="p">[</span><span class="n">i</span><span class="o">+</span><span class="mi">1</span><span class="p">],</span> <span class="n">y_IE</span><span class="p">[</span><span class="n">i</span><span class="p">],</span> <span class="n">t</span><span class="p">[</span><span class="n">i</span><span class="o">+</span><span class="mi">1</span><span class="p">]))</span> <span class="o"><</span> <span class="mf">1e-6</span><span class="p">:</span> + <span class="k">break</span> + + <span class="k">if</span> <span class="n">j</span> <span class="o">>=</span> <span class="mi">199</span><span class="p">:</span> + <span class="n">newtonFailed</span> <span class="o">=</span> <span class="mi">1</span> + + +<span class="c1"># Plotting the solution</span> +<span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">t</span><span class="p">,</span> <span class="n">y_EE</span><span class="p">,</span> <span class="s1">'r'</span><span class="p">,</span> <span class="n">t</span><span class="p">,</span> <span class="n">y_IE</span><span class="p">,</span> <span class="s1">'g--'</span><span class="p">)</span> +<span class="k">if</span> <span class="n">newtonFailed</span><span class="p">:</span> + <span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">'Nonlinear ODE with dt = '</span> <span class="o">+</span> <span class="nb">str</span><span class="p">(</span><span class="n">dt</span><span class="p">)</span> <span class="o">+</span> <span class="s1">' </span><span class="se">\n</span><span class="s1">Implicit Euler did not converge'</span><span class="p">)</span> +<span class="k">else</span><span class="p">:</span> + <span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="s1">'Nonlinear ODE with dt = '</span> <span class="o">+</span> <span class="nb">str</span><span class="p">(</span><span class="n">dt</span><span class="p">))</span> + +<span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s1">'t'</span><span class="p">)</span> +<span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="s1">'y'</span><span class="p">)</span> +<span class="n">plt</span><span class="o">.</span><span class="n">gca</span><span class="p">()</span><span class="o">.</span><span class="n">legend</span><span class="p">((</span><span class="s1">'Explicit'</span><span class="p">,</span><span class="s1">'Implicit'</span><span class="p">))</span> +<span class="n">plt</span><span class="o">.</span><span class="n">grid</span><span class="p">()</span> +<span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span> +</pre></div> +</div> +</div> +</div> +</div> +<div class="jp-Cell-outputWrapper"> +<div class="jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser"> +</div> +<div class="jp-OutputArea jp-Cell-outputArea"> +<div class="jp-OutputArea-child"> +<div class="jp-OutputPrompt jp-OutputArea-prompt"></div> +<div class="jp-RenderedImage jp-OutputArea-output" tabindex="0"> +<img alt="No description has been provided for this image" class="" src="data:image/png;base64,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"/> +</div> +</div> +</div> +</div> +</div> +<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell" id="cell-id=6b6d9964"> +<div class="jp-Cell-inputWrapper" tabindex="0"> +<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser"> +</div> +<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt"> +</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput" data-mime-type="text/markdown"> +<h2 id="Part-2:-Diffusion-Equation-in-1D">Part 2: Diffusion Equation in 1D<a class="anchor-link" href="#Part-2:-Diffusion-Equation-in-1D">¶</a></h2><p>The 1-D diffusion equation reads $$\frac{\partial u}{\partial t}=v\frac{\partial^2 u}{\partial x^2}$$</p> +<p>where $u$ is a continuous function in space and time, $v$ is a constant and often referred to as the <strong>diffusivity coefficient</strong>, giving rise to the name 'diffusion equation'. This is a Partial Differential Equation of which the independent variable, $u$, varies on space and time. This equation is present across all fields of civil engineering and the applied sciences. Here, we use it to represent the temperature on a rod (see the sketch below).</p> +<p>Unlike the problem of Wednesday, here there is no exchange of heat with the ambient air and the temperature evolves in time. The temperature initially is uniform along the rod, equal to $7°C$. Then it is heated at both ends with the temperatures shown in the figure.</p> +<p><img alt="Thermal Gradient" src="./figures/thermal_gradient.png"/></p> +<p>The problem is schematized as a one-dimensional $0.3 m$ steel rod of with a diffusivity coefficient of $4e-6 m^2/s$. Run the simulation for $10,000 s$ to see the progression of the temperature through the model. Start with $200$ time steps and use 15 points to represent the rod.</p> +</div> +</div> +</div> +</div> +<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell" id="cell-id=c300a7fd"> +<div class="jp-Cell-inputWrapper" tabindex="0"> +<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser"> +</div> +<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt"> +</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput" data-mime-type="text/markdown"> +<div style="background-color:#AABAB2; color: black; width:95%; vertical-align: middle; padding:15px; margin: 10px; border-radius: 10px"> +<p> +<b>Task 3</b> +<p>Solve the diffusion equation using Central Differences in space and Forward Differences in time. You will do this step by step in the following sub-tasks.</p> +<p>For convenience we write here the diffusion equation with the temperature variable:</p> +$$ +\frac{\partial T}{\partial t}=v\frac{\partial^2 T}{\partial x^2} +$$</p> +</div> +</div> +</div> +</div> +</div> +<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell" id="cell-id=84b32366"> +<div class="jp-Cell-inputWrapper" tabindex="0"> +<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser"> +</div> +<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt"> +</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput" data-mime-type="text/markdown"> +<div style="background-color:#AABAB2; color: black; width:95%; vertical-align: middle; padding:15px; margin: 10px; border-radius: 10px"> +<p> +<b>Task 3.1:</b> +<p>How many constraints are needed in the 1D diffusion equation to have a well-posed problem?</p> +</p> +</div> +</div> +</div> +</div> +</div> +<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell" id="cell-id=813f4a66"> +<div class="jp-Cell-inputWrapper" tabindex="0"> +<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser"> +</div> +<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt"> +</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput" data-mime-type="text/markdown"> +<div style="background-color:#FAE99E; color: black; width:95%; vertical-align: middle; padding:15px; margin: 10px; border-radius: 10px"> +<p> +<b>Solution</b> +<p>One initial condition and two boundary conditions are needed.</p> +</p> +</div> +</div> +</div> +</div> +</div> +<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell" id="cell-id=4ae351ba"> +<div class="jp-Cell-inputWrapper" tabindex="0"> +<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser"> +</div> +<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt"> +</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput" data-mime-type="text/markdown"> +<div style="background-color:#AABAB2; color: black; width:95%; vertical-align: middle; padding:15px; margin: 10px; border-radius: 10px"> +<p> +<b>Task 3.2:</b> +<p>Draw a grid of 6 points with subindexes. Although your actual grid will be much larger, 6 points are enough to visualize the procedure. The initial condition states that the temperature of the rod is $7^o$ C. Does that mean that one single point of your grid is initialized or all of them?</p> +</p> +</div> +</div> +</div> +</div> +</div> +<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell" id="cell-id=a7205bce"> +<div class="jp-Cell-inputWrapper" tabindex="0"> +<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser"> +</div> +<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt"> +</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput" data-mime-type="text/markdown"> +<div style="background-color:#FAE99E; color: black; width:95%; vertical-align: middle; padding:15px; margin: 10px; border-radius: 10px"> +<p> +<b>Solution</b> +\begin{array}{|c|c|c|c|c|c|c|} +T_0^{j} & T_1^{j} & T_2^{j} & T_3^{j} & T_4^{j} & T_5^{j} \\ +\end{array}</p> +</div> +</div> +</div> +</div> +</div> +<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell" id="cell-id=71a1284a"> +<div class="jp-Cell-inputWrapper" tabindex="0"> +<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser"> +</div> +<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt"> +</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput" data-mime-type="text/markdown"> +<div style="background-color:#AABAB2; color: black; width:95%; vertical-align: middle; padding:15px; margin: 10px; border-radius: 10px"> +<p> +<b>Task 3.3:</b> +<p>Now, the differential equation needs to be expressed in algebraic form using central differences in space AND forward differences in time. <strong>Start by just transforming the PDE into a first-order ODE by ONLY applying Central Differences to the spatial derivative term.</strong></p> +</p> +</div> +</div> +</div> +</div> +</div> +<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell" id="cell-id=be750743"> +<div class="jp-Cell-inputWrapper" tabindex="0"> +<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser"> +</div> +<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt"> +</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput" data-mime-type="text/markdown"> +<div style="background-color:#FAE99E; color: black; width:95%; vertical-align: middle; padding:15px; margin: 10px; border-radius: 10px"> +<p> +<b>Solution</b> +$$ +\frac{\partial T}{\partial t}\bigg|_i = \nu \frac{T_{i+1}-2T_i+T_{i-1}}{\Delta x^2} +$$</p> +</div> +</div> +</div> +</div> +</div> +<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell" id="cell-id=9b5053e5"> +<div class="jp-Cell-inputWrapper" tabindex="0"> +<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser"> +</div> +<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt"> +</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput" data-mime-type="text/markdown"> +<div style="background-color:#AABAB2; color: black; width:95%; vertical-align: middle; padding:15px; margin: 10px; border-radius: 10px"> +<p> +<b>Task 3.4:</b> +<p>Before applying Forward Differences in time to the equation. You need to add a superscript to the notation that indicates the time step: $T^j_i$. So, $i$ indicates the spatial location and $j$ the time location. For example, $T^0_2$ indicates the temperature at the node $i=2$ and at the initial moment $j=0 (t=0)$.</p> +<p>*<strong>Hint</strong>*: To express in a general form node $i$ at the next time step, you can write $T^{j+1}_i$.</p> +<p><strong>Apply Forward Differences to the equation to obtain an algebraic expression.</strong></p> +</p> +</div> +</div> +</div> +</div> +</div> +<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell" id="cell-id=b2e63667"> +<div class="jp-Cell-inputWrapper" tabindex="0"> +<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser"> +</div> +<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt"> +</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput" data-mime-type="text/markdown"> +<div style="background-color:#FAE99E; color: black; width:95%; vertical-align: middle; padding:15px; margin: 10px; border-radius: 10px"> +<p> +<b>Solution</b> +$$ +T^{j+1}_{i} = T^j_i + \frac{\nu \Delta t}{\Delta x^2} \left(T^j_{i+1}-2T^j_i+T^j_{i-1}\right) +$$</p> +</div> +</div> +</div> +</div> +</div> +<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell" id="cell-id=2ad1f7c0-14d4-4363-8ed9-681e1e271741"> +<div class="jp-Cell-inputWrapper" tabindex="0"> +<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser"> +</div> +<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt"> +</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput" data-mime-type="text/markdown"> +<div style="background-color:#AABAB2; color: black; width:95%; vertical-align: middle; padding:15px; margin: 10px; border-radius: 10px"> +<p> +<b>Task 3.5:</b> +<p>Finally, some coding! Let's start with defining the parameters and creating the grid. <strong>Fill in the missing parts of the code.</strong></p> +</p> +</div> +</div> +</div> +</div> +</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell jp-mod-noOutputs" id="cell-id=efd223ed-a7db-4680-8c81-649ea88b5275"> +<div class="jp-Cell-inputWrapper" tabindex="0"> +<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser"> +</div> +<div class="jp-InputArea jp-Cell-inputArea"> +<div class="jp-InputPrompt jp-InputArea-prompt">In [4]:</div> +<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline"> +<div class="cm-editor cm-s-jupyter"> +<div class="highlight hl-ipython3"><pre><span></span><span class="c1"># # Initial conditions</span> + +<span class="c1"># T_left = YOUR_CODE_HERE # Temperature at left boundary</span> +<span class="c1"># T_right = YOUR_CODE_HERE # Temperature at right boundary</span> +<span class="c1"># T_initial = YOUR_CODE_HERE # Initial temperature</span> + +<span class="c1"># length = YOUR_CODE_HERE # Length of the rod</span> +<span class="c1"># nu = YOUR_CODE_HERE # Thermal diffusivity</span> + +<span class="c1"># dx = YOUR_CODE_HERE # spatial step size</span> +<span class="c1"># x = YOUR_CODE_HERE # spatial grid</span> + +<span class="c1"># dt = YOUR_CODE_HERE # time step size</span> + +<span class="c1"># Solution</span> +<span class="n">T_left</span> <span class="o">=</span> <span class="mi">38</span> +<span class="n">T_right</span> <span class="o">=</span> <span class="mi">25</span> +<span class="n">T_initial</span> <span class="o">=</span> <span class="mi">7</span> +<span class="n">L</span> <span class="o">=</span> <span class="mf">0.3</span> +<span class="n">nu</span> <span class="o">=</span> <span class="mi">4</span><span class="o">/</span><span class="mi">1000</span><span class="o">/</span><span class="mi">1000</span> + +<span class="n">dx</span> <span class="o">=</span> <span class="mf">0.02</span> +<span class="n">x</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span><span class="n">L</span><span class="p">,</span><span class="n">dx</span><span class="p">)</span> +<span class="n">n</span> <span class="o">=</span> <span class="nb">len</span><span class="p">(</span><span class="n">x</span><span class="p">)</span> +<span class="n">dt</span> <span class="o">=</span> <span class="mi">50</span> +<span class="n">m</span> <span class="o">=</span> <span class="mi">200</span> +</pre></div> +</div> +</div> +</div> +</div> +</div> +<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell" id="cell-id=a139660e-4185-41a4-99db-c54c68c54b76"> +<div class="jp-Cell-inputWrapper" tabindex="0"> +<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser"> +</div> +<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt"> +</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput" data-mime-type="text/markdown"> +<p>Let's initialise the system with the initial and boundary conditions. Say $t_0 =0$.</p> +</div> +</div> +</div> +</div> +<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell" id="cell-id=0e235c76"> +<div class="jp-Cell-inputWrapper" tabindex="0"> +<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser"> +</div> +<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt"> +</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput" data-mime-type="text/markdown"> +<div style="background-color:#AABAB2; color: black; width:95%; vertical-align: middle; padding:15px; margin: 10px; border-radius: 10px"> +<p> +<b>Task 3.6:</b> +<p>Define the initial conditions and the boundary conditions. <strong>Fill in the missing parts of the code.</strong></p> +<p>We define a 2-dimensional Numpy array <code>T</code> where the first index, <code>j</code>, represents time and the second index, <code>i</code>, represents space, for example: <code>T[j, i]</code>. Initialize <code>T</code> with a matrix of zeros.</p> +</p> +</div> +</div> +</div> +</div> +</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell jp-mod-noOutputs" id="cell-id=673b1ff5-06e2-44c8-b6a4-031a00b0f190"> +<div class="jp-Cell-inputWrapper" tabindex="0"> +<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser"> +</div> +<div class="jp-InputArea jp-Cell-inputArea"> +<div class="jp-InputPrompt jp-InputArea-prompt">In [5]:</div> +<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline"> +<div class="cm-editor cm-s-jupyter"> +<div class="highlight hl-ipython3"><pre><span></span><span class="c1"># T = YOUR_CODE_HERE</span> +<span class="c1"># T[0, :] = YOUR_CODE_HERE</span> +<span class="c1"># T[:, 0] = YOUR_CODE_HERE</span> +<span class="c1"># T[:, -1] = YOUR_CODE_HERE</span> +<span class="c1"># b = YOUR_CODE_HERE</span> + +<span class="c1"># SOLUTION</span> +<span class="n">T</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">zeros</span><span class="p">((</span><span class="n">m</span><span class="p">,</span><span class="n">n</span><span class="p">))</span> +<span class="n">T</span><span class="p">[</span><span class="mi">0</span><span class="p">,</span> <span class="p">:]</span> <span class="o">=</span> <span class="n">T_initial</span> +<span class="n">T</span><span class="p">[:,</span> <span class="mi">0</span><span class="p">]</span> <span class="o">=</span> <span class="n">T_left</span> +<span class="n">T</span><span class="p">[:,</span> <span class="o">-</span><span class="mi">1</span><span class="p">]</span> <span class="o">=</span> <span class="n">T_right</span> +<span class="n">b</span> <span class="o">=</span> <span class="n">T</span><span class="p">[</span><span class="n">j</span><span class="p">,</span> <span class="mi">1</span><span class="p">:</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span> <span class="o">+</span> <span class="n">nu</span><span class="o">*</span><span class="n">dt</span><span class="o">/</span><span class="p">(</span><span class="n">dx</span><span class="o">**</span><span class="mi">2</span><span class="p">)</span><span class="o">*</span><span class="p">(</span><span class="n">T</span><span class="p">[</span><span class="n">j</span><span class="p">,</span> <span class="mi">2</span><span class="p">:]</span><span class="o">-</span><span class="mi">2</span><span class="o">*</span><span class="n">T</span><span class="p">[</span><span class="n">j</span><span class="p">,</span> <span class="mi">1</span><span class="p">:</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span><span class="o">+</span><span class="n">T</span><span class="p">[</span><span class="n">j</span><span class="p">,</span> <span class="p">:</span><span class="o">-</span><span class="mi">2</span><span class="p">])</span> +</pre></div> +</div> +</div> +</div> +</div> +</div> +<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell" id="cell-id=e7c5bf2e"> +<div class="jp-Cell-inputWrapper" tabindex="0"> +<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser"> +</div> +<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt"> +</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput" data-mime-type="text/markdown"> +<div style="background-color:#AABAB2; color: black; width:95%; vertical-align: middle; padding:15px; margin: 10px; border-radius: 10px"> +<p> +<b>Task 3.7:</b> +<p>Write in paper the equations that come out from your algebraic representation of the diffusion equation, solving for the unknowns. Use it then to write the matrix A, the unknown vector T and vector b. As in the workshop and textbook, the <code>A</code> matrix consists only of the unknowns in the problem.</p> +</p> +</div> +</div> +</div> +</div> +</div> +<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell" id="cell-id=641bb333"> +<div class="jp-Cell-inputWrapper" tabindex="0"> +<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser"> +</div> +<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt"> +</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput" data-mime-type="text/markdown"> +<div style="background-color:#FAE99E; color: black; width:95%; vertical-align: middle; padding:15px; margin: 10px; border-radius: 10px"> +<p> +<b>Solution</b> +$$ +AT = b\\ + +T = \begin{bmatrix} +T_1^{j+1} \\ +T_2^{j+1} \\ +\vdots \\ +T_{n-1}^{j+1} +\end{bmatrix}\\ +\newline +A = \begin{bmatrix} +1 & 0 & 0 & \cdots & 0 \\ +0 & 1 & 0 & \cdots & 0 \\ +0 & 0 & 1 & \cdots & 0 \\ +\vdots & \vdots & \vdots & \ddots & \vdots \\ +0 & 0 & 0 & \cdots & 1 +\end{bmatrix}\\ +\newline +b = \begin{bmatrix} +T^j_1 + \frac{\nu \Delta t}{\Delta x^2} \left(T^j_{0}-2T^j_1+T^j_{2}\right) \\ +T^j_2 + \frac{\nu \Delta t}{\Delta x^2} \left(T^j_{1}-2T^j_2+T^j_{3}\right) \\ +\vdots \\ +T^j_{n-1} + \frac{\nu \Delta t}{\Delta x^2} \left(T^j_{n-2}-2T^j_{n-1}+T^j_{n}\right) +\end{bmatrix} + + +$$</p> +</div> +</div> +</div> +</div> +</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell jp-mod-noOutputs" id="cell-id=787c37f6"> +<div class="jp-Cell-inputWrapper" tabindex="0"> +<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser"> +</div> +<div class="jp-InputArea jp-Cell-inputArea"> +<div class="jp-InputPrompt jp-InputArea-prompt">In [6]:</div> +<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline"> +<div class="cm-editor cm-s-jupyter"> +<div class="highlight hl-ipython3"><pre><span></span><span class="c1"># # Note: you may want to use extra lines, depending on</span> +<span class="c1"># # how you define your A, T and b arrays</span> +<span class="c1"># for j in range(m-1):</span> +<span class="c1"># A = YOUR_CODE_HERE</span> +<span class="c1"># b = YOUR_CODE_HERE</span> +<span class="c1"># T[j+1,1:-1] = YOUR_CODE_HERE</span> + +<span class="c1"># SOLUTION</span> +<span class="k">for</span> <span class="n">j</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="n">m</span><span class="o">-</span><span class="mi">1</span><span class="p">):</span> + <span class="n">A</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">zeros</span><span class="p">((</span><span class="nb">len</span><span class="p">(</span><span class="n">x</span><span class="p">)</span><span class="o">-</span><span class="mi">2</span><span class="p">,</span><span class="nb">len</span><span class="p">(</span><span class="n">x</span><span class="p">)</span><span class="o">-</span><span class="mi">2</span><span class="p">))</span> + <span class="n">np</span><span class="o">.</span><span class="n">fill_diagonal</span><span class="p">(</span><span class="n">A</span><span class="p">,</span> <span class="mi">1</span><span class="p">)</span> + <span class="n">b</span> <span class="o">=</span> <span class="n">T</span><span class="p">[</span><span class="n">j</span><span class="p">,</span><span class="mi">1</span><span class="p">:</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span> <span class="o">+</span> <span class="n">nu</span><span class="o">*</span><span class="n">dt</span><span class="o">/</span><span class="p">(</span><span class="n">dx</span><span class="o">**</span><span class="mi">2</span><span class="p">)</span><span class="o">*</span><span class="p">(</span><span class="n">T</span><span class="p">[</span><span class="n">j</span><span class="p">,</span><span class="mi">2</span><span class="p">:]</span><span class="o">-</span><span class="mi">2</span><span class="o">*</span><span class="n">T</span><span class="p">[</span><span class="n">j</span><span class="p">,</span><span class="mi">1</span><span class="p">:</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span><span class="o">+</span><span class="n">T</span><span class="p">[</span><span class="n">j</span><span class="p">,:</span><span class="o">-</span><span class="mi">2</span><span class="p">])</span> + <span class="n">T_1_to_n_minus1</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">linalg</span><span class="o">.</span><span class="n">inv</span><span class="p">(</span><span class="n">A</span><span class="p">)</span> <span class="o">@</span> <span class="n">b</span> + <span class="n">T</span><span class="p">[</span><span class="n">j</span><span class="o">+</span><span class="mi">1</span><span class="p">,</span><span class="mi">1</span><span class="p">:</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span> <span class="o">=</span> <span class="n">T_1_to_n_minus1</span> +</pre></div> +</div> +</div> +</div> +</div> +</div> +<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell" id="cell-id=18bb11bc"> +<div class="jp-Cell-inputWrapper" tabindex="0"> +<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser"> +</div> +<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt"> +</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput" data-mime-type="text/markdown"> +<div style="background-color:#AABAB2; color: black; width:95%; vertical-align: middle; padding:15px; margin: 10px; border-radius: 10px"> +<p> +<b>Task 3.8:</b> +<p>Use this code cell if you would like to verify your numerical implementation. For example, to visualize the temperature profile at different time steps.</p> +</p> +</div> +</div> +</div> +</div> +</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell" id="cell-id=56f6fdea"> +<div class="jp-Cell-inputWrapper" tabindex="0"> +<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser"> +</div> +<div class="jp-InputArea jp-Cell-inputArea"> +<div class="jp-InputPrompt jp-InputArea-prompt">In [7]:</div> +<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline"> +<div class="cm-editor cm-s-jupyter"> +<div class="highlight hl-ipython3"><pre><span></span><span class="k">def</span> <span class="nf">plot_T</span><span class="p">(</span><span class="n">T</span><span class="p">):</span> +<span class="w"> </span><span class="sd">'''</span> +<span class="sd"> Function to plot the temperature profile at different time steps.</span> +<span class="sd"> '''</span> + <span class="k">def</span> <span class="nf">plot_temperature</span><span class="p">(</span><span class="n">time_step</span><span class="p">):</span> + <span class="n">plt</span><span class="o">.</span><span class="n">plot</span><span class="p">(</span><span class="n">x</span><span class="p">,</span> <span class="n">T</span><span class="p">[</span><span class="n">time_step</span><span class="p">,</span> <span class="p">:])</span> + <span class="n">plt</span><span class="o">.</span><span class="n">xlabel</span><span class="p">(</span><span class="s1">'x [m]'</span><span class="p">)</span> + <span class="n">plt</span><span class="o">.</span><span class="n">ylabel</span><span class="p">(</span><span class="s1">'T [°C]'</span><span class="p">)</span> + <span class="n">plt</span><span class="o">.</span><span class="n">title</span><span class="p">(</span><span class="sa">f</span><span class="s1">'Temperature profile at time step </span><span class="si">{</span><span class="n">time_step</span><span class="si">}</span><span class="s1">'</span><span class="p">)</span> + <span class="n">plt</span><span class="o">.</span><span class="n">grid</span><span class="p">()</span> + <span class="n">plt</span><span class="o">.</span><span class="n">ylim</span><span class="p">(</span><span class="mi">5</span><span class="p">,</span> <span class="mi">40</span><span class="p">)</span> + <span class="n">plt</span><span class="o">.</span><span class="n">show</span><span class="p">()</span> + + <span class="n">interact</span><span class="p">(</span><span class="n">plot_temperature</span><span class="p">,</span> <span class="n">time_step</span><span class="o">=</span><span class="n">widgets</span><span class="o">.</span><span class="n">Play</span><span class="p">(</span><span class="nb">min</span><span class="o">=</span><span class="mi">0</span><span class="p">,</span> <span class="nb">max</span><span class="o">=</span><span class="nb">len</span><span class="p">(</span><span class="n">T</span><span class="p">)</span><span class="o">-</span><span class="mi">1</span><span class="p">,</span> <span class="n">step</span><span class="o">=</span><span class="mi">3</span><span class="p">,</span> <span class="n">value</span><span class="o">=</span><span class="mi">0</span><span class="p">))</span> + +<span class="n">plot_T</span><span class="p">(</span><span class="n">T</span><span class="p">)</span> +</pre></div> +</div> +</div> +</div> +</div> +<div class="jp-Cell-outputWrapper"> +<div class="jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser"> +</div> +<div class="jp-OutputArea jp-Cell-outputArea"> +<div class="jp-OutputArea-child"> +<div class="jp-OutputPrompt jp-OutputArea-prompt"></div> +<div class="jp-RenderedText jp-OutputArea-output" data-mime-type="text/plain" tabindex="0"> +<pre>interactive(children=(Play(value=0, description='time_step', max=199, step=3), Output()), _dom_classes=('widge…</pre> +</div> +</div> +</div> +</div> +</div> +<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell" id="cell-id=32b41cb3"> +<div class="jp-Cell-inputWrapper" tabindex="0"> +<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser"> +</div> +<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt"> +</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput" data-mime-type="text/markdown"> +<div style="background-color:#facb8E; color: black; width:95%; vertical-align: middle; padding:15px; margin: 10px; border-radius: 10px"> +<p> +<b>NOTE</b> +<p>The widget will not work in html form. Here is an image with sample values of t:</p> +<p><img alt="image3" src=".%5Cfigures%5Cts.png"/></p> +</p> +</div> +</div> +</div> +</div> +</div> +<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell" id="cell-id=17e7be50-79a7-4699-b0d8-908a58ce36d7"> +<div class="jp-Cell-inputWrapper" tabindex="0"> +<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser"> +</div> +<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt"> +</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput" data-mime-type="text/markdown"> +<div style="background-color:#AABAB2; color: black; width:95%; vertical-align: middle; padding:15px; margin: 10px; border-radius: 10px"> +<p> +<b>Task 3.9:</b> +<p>Describe the time evolution of the temperature along the rod. Does the temperature reach a steady-state? What does that mean for heat flow?</p> +<p>Write your answer in the following markdown cell.</p> +</p> +</div> +</div> +</div> +</div> +</div> +<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell" id="cell-id=fb6cc514-2b49-43df-bd26-35ade685e4db"> +<div class="jp-Cell-inputWrapper" tabindex="0"> +<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser"> +</div> +<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt"> +</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput" data-mime-type="text/markdown"> +<div style="background-color:#FAE99E; color: black; width:95%; vertical-align: middle; padding:15px; margin: 10px; border-radius: 10px"> +<p> +<b>Solution</b> +<p>Your plots should show at the beginning temperatures of $38^oC$ and $25^oC$ at the edges and $7^oC$ elsewhere. As time progresses, you can notice how the temperature increases through the rod and eventually becomes a constant gradient across the length of the rod, indicating a steady-state.</p> +</p> +</div> +</div> +</div> +</div> +</div> +<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell" id="cell-id=9fcbb39f"> +<div class="jp-Cell-inputWrapper" tabindex="0"> +<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser"> +</div> +<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt"> +</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput" data-mime-type="text/markdown"> +<div style="background-color:#AABAB2; color: black; width:95%; vertical-align: middle; padding:15px; margin: 10px; border-radius: 10px"> +<p> +<b>Task 4</b> +<p>Alter the right boundary condition, with the following equation:</p> +$$ +u^t_{x=L} = 25 + 10 \sin \left(\frac{2\pi t}{period}\right) +$$<p>where L refers to the last point of the rod. Put your whole code together in a single cell. Copy the code cells from task 3.5 until task 3.8. Modify the right boundary condition as stated above, the period is 6000 seconds.</p> +</p> +</div> +</div> +</div> +</div> +</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell" id="cell-id=05534522"> +<div class="jp-Cell-inputWrapper" tabindex="0"> +<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser"> +</div> +<div class="jp-InputArea jp-Cell-inputArea"> +<div class="jp-InputPrompt jp-InputArea-prompt">In [8]:</div> +<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline"> +<div class="cm-editor cm-s-jupyter"> +<div class="highlight hl-ipython3"><pre><span></span><span class="c1"># YOUR_CODE_HERE</span> + +<span class="c1"># SOLUTION</span> +<span class="n">T_left</span> <span class="o">=</span> <span class="mi">38</span> +<span class="n">T_right</span> <span class="o">=</span> <span class="mi">25</span> +<span class="n">T_initial</span> <span class="o">=</span> <span class="mi">7</span> +<span class="n">L</span> <span class="o">=</span> <span class="mf">0.3</span> +<span class="n">nu</span> <span class="o">=</span> <span class="mi">4</span><span class="o">/</span><span class="mi">1000</span><span class="o">/</span><span class="mi">1000</span> + +<span class="n">dx</span> <span class="o">=</span> <span class="mf">0.02</span> +<span class="n">x</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span><span class="n">L</span><span class="p">,</span><span class="n">dx</span><span class="p">)</span> +<span class="n">n</span> <span class="o">=</span> <span class="nb">len</span><span class="p">(</span><span class="n">x</span><span class="p">)</span> +<span class="n">dt</span> <span class="o">=</span> <span class="mi">50</span> +<span class="n">m</span> <span class="o">=</span> <span class="mi">200</span> + +<span class="n">period</span> <span class="o">=</span> <span class="mi">6000</span> +<span class="n">T</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">zeros</span><span class="p">((</span><span class="n">m</span><span class="p">,</span><span class="n">n</span><span class="p">))</span> +<span class="n">T</span><span class="p">[</span><span class="mi">0</span><span class="p">,:]</span> <span class="o">=</span> <span class="n">T_initial</span> +<span class="n">T</span><span class="p">[:,</span><span class="mi">0</span><span class="p">]</span> <span class="o">=</span> <span class="n">T_left</span> +<span class="n">t</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span><span class="n">m</span><span class="o">*</span><span class="n">dt</span><span class="p">,</span><span class="n">dt</span><span class="p">)</span> +<span class="n">T</span><span class="p">[:,</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span> <span class="o">=</span> <span class="mi">25</span> <span class="o">+</span> <span class="mi">10</span><span class="o">*</span><span class="n">np</span><span class="o">.</span><span class="n">sin</span><span class="p">(</span><span class="mi">2</span><span class="o">*</span><span class="n">np</span><span class="o">.</span><span class="n">pi</span><span class="o">*</span><span class="n">t</span><span class="o">/</span><span class="n">period</span><span class="p">)</span> + + +<span class="k">for</span> <span class="n">j</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="n">m</span><span class="o">-</span><span class="mi">1</span><span class="p">):</span> + <span class="c1"># Building matrix A</span> + <span class="n">A</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">zeros</span><span class="p">((</span><span class="nb">len</span><span class="p">(</span><span class="n">x</span><span class="p">)</span><span class="o">-</span><span class="mi">2</span><span class="p">,</span><span class="nb">len</span><span class="p">(</span><span class="n">x</span><span class="p">)</span><span class="o">-</span><span class="mi">2</span><span class="p">))</span> + <span class="n">np</span><span class="o">.</span><span class="n">fill_diagonal</span><span class="p">(</span><span class="n">A</span><span class="p">,</span> <span class="mi">1</span><span class="p">)</span> + <span class="c1"># Building vector b</span> + <span class="n">b</span> <span class="o">=</span> <span class="n">T</span><span class="p">[</span><span class="n">j</span><span class="p">,</span><span class="mi">1</span><span class="p">:</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span> <span class="o">+</span> <span class="n">nu</span><span class="o">*</span><span class="n">dt</span><span class="o">/</span><span class="p">(</span><span class="n">dx</span><span class="o">**</span><span class="mi">2</span><span class="p">)</span><span class="o">*</span><span class="p">(</span><span class="n">T</span><span class="p">[</span><span class="n">j</span><span class="p">,</span><span class="mi">2</span><span class="p">:]</span><span class="o">-</span><span class="mi">2</span><span class="o">*</span><span class="n">T</span><span class="p">[</span><span class="n">j</span><span class="p">,</span><span class="mi">1</span><span class="p">:</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span><span class="o">+</span><span class="n">T</span><span class="p">[</span><span class="n">j</span><span class="p">,:</span><span class="o">-</span><span class="mi">2</span><span class="p">])</span> + <span class="n">T_1_to_n_minus1</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">linalg</span><span class="o">.</span><span class="n">inv</span><span class="p">(</span><span class="n">A</span><span class="p">)</span> <span class="o">@</span> <span class="n">b</span> + <span class="n">T</span><span class="p">[</span><span class="n">j</span><span class="o">+</span><span class="mi">1</span><span class="p">,</span><span class="mi">1</span><span class="p">:</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span> <span class="o">=</span> <span class="n">T_1_to_n_minus1</span> + +<span class="n">plot_T</span><span class="p">(</span><span class="n">T</span><span class="p">)</span> +</pre></div> +</div> +</div> +</div> +</div> +<div class="jp-Cell-outputWrapper"> +<div class="jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser"> +</div> +<div class="jp-OutputArea jp-Cell-outputArea"> +<div class="jp-OutputArea-child"> +<div class="jp-OutputPrompt jp-OutputArea-prompt"></div> +<div class="jp-RenderedText jp-OutputArea-output" data-mime-type="text/plain" tabindex="0"> +<pre>interactive(children=(Play(value=0, description='time_step', max=199, step=3), Output()), _dom_classes=('widge…</pre> +</div> +</div> +</div> +</div> +</div> +<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell" id="cell-id=d95ea1e6"> +<div class="jp-Cell-inputWrapper" tabindex="0"> +<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser"> +</div> +<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt"> +</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput" data-mime-type="text/markdown"> +<div style="background-color:#facb8E; color: black; width:95%; vertical-align: middle; padding:15px; margin: 10px; border-radius: 10px"> +<p> +<b>NOTE</b> +<p>The widget will not work in html form. Here is an image with sample values of t:</p> +<p><img alt="image3" src=".%5Cfigures%5Cts.png"/></p> +</p> +</div> +</div> +</div> +</div> +</div> +<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell" id="cell-id=852b05c5"> +<div class="jp-Cell-inputWrapper" tabindex="0"> +<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser"> +</div> +<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt"> +</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput" data-mime-type="text/markdown"> +<div style="background-color:#AABAB2; color: black; width:95%; vertical-align: middle; padding:15px; margin: 10px; border-radius: 10px"> +<p> +<b>Task 5</b> +<p>Solve the diffusion equation using Central Differences in space but <strong>now with Backward Differences in time</strong>. You will do this step by step (subtasks). Just as before.</p> +</p> +</div> +</div> +</div> +</div> +</div> +<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell" id="cell-id=81fe7677"> +<div class="jp-Cell-inputWrapper" tabindex="0"> +<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser"> +</div> +<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt"> +</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput" data-mime-type="text/markdown"> +<div style="background-color:#AABAB2; color: black; width:95%; vertical-align: middle; padding:15px; margin: 10px; border-radius: 10px"> +<p> +<b>Task 5.1:</b> +<p>Draw the stencils (two in total) of this equation when solving it with Central Differences in space and <strong>Forward Differences in time</strong> and when solving it with Central Differences in space and <strong>Backward Differences in time</strong>.</p> +</p> +</div> +</div> +</div> +</div> +</div> +<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell" id="cell-id=1c67a2bf"> +<div class="jp-Cell-inputWrapper" tabindex="0"> +<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser"> +</div> +<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt"> +</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput" data-mime-type="text/markdown"> +<div style="background-color:#FAE99E; color: black; width:95%; vertical-align: middle; padding:15px; margin: 10px; border-radius: 10px"> +<p> +<b>Solution</b> +<p><img alt="image3" src=".%5Cfigures%5Cstencils.png"/></p> +</p> +</div> +</div> +</div> +</div> +</div> +<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell" id="cell-id=ca16ee10"> +<div class="jp-Cell-inputWrapper" tabindex="0"> +<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser"> +</div> +<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt"> +</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput" data-mime-type="text/markdown"> +<div style="background-color:#AABAB2; color: black; width:95%; vertical-align: middle; padding:15px; margin: 10px; border-radius: 10px"> +<p> +<b>Task 5.2:</b> +<p>Now, the differential equation needs to be expressed in algebraic form using central differences in space and forward differences in time. <strong>Start by just transforming the PDE into a first-order ODE by ONLY applying Central Differences to the spatial derivative term.</strong></p> +</p> +</div> +</div> +</div> +</div> +</div> +<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell" id="cell-id=53ca7cc9"> +<div class="jp-Cell-inputWrapper" tabindex="0"> +<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser"> +</div> +<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt"> +</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput" data-mime-type="text/markdown"> +<div style="background-color:#FAE99E; color: black; width:95%; vertical-align: middle; padding:15px; margin: 10px; border-radius: 10px"> +<p> +<b>Solution</b> +$$ +\frac{\partial T}{\partial t}\bigg|_i = \nu \frac{T_{i+1}-2T_i+T_{i-1}}{\Delta x^2} +$$</p> +</div> +</div> +</div> +</div> +</div> +<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell" id="cell-id=139d33af"> +<div class="jp-Cell-inputWrapper" tabindex="0"> +<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser"> +</div> +<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt"> +</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput" data-mime-type="text/markdown"> +<div style="background-color:#AABAB2; color: black; width:95%; vertical-align: middle; padding:15px; margin: 10px; border-radius: 10px"> +<p> +<b>Task 5.3:</b> +<p><strong>Apply Backward Differences to the equation to obtain an algebraic expression.</strong></p> +</p> +</div> +</div> +</div> +</div> +</div> +<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell" id="cell-id=7d201180"> +<div class="jp-Cell-inputWrapper" tabindex="0"> +<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser"> +</div> +<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt"> +</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput" data-mime-type="text/markdown"> +<div style="background-color:#FAE99E; color: black; width:95%; vertical-align: middle; padding:15px; margin: 10px; border-radius: 10px"> +<p> +<b>Solution</b> +$$ +T^{j+1}_{i} = T^j_i + \frac{\nu \Delta t}{\Delta x^2} \left(T^{j+1}_{i+1}-2T^{j+1}_i+T^{j+1}_{i-1}\right) +$$</p> +</div> +</div> +</div> +</div> +</div> +<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell" id="cell-id=25b64dff"> +<div class="jp-Cell-inputWrapper" tabindex="0"> +<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser"> +</div> +<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt"> +</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput" data-mime-type="text/markdown"> +<div style="background-color:#AABAB2; color: black; width:95%; vertical-align: middle; padding:15px; margin: 10px; border-radius: 10px"> +<p> +<b>Task 5.4:</b> +<p>Write in paper the equations that come out from your algebraic representation of the diffusion equation, solving for the unknowns. Use it then to write the matrix A, the unknown vector T and vector b.</p> +</p> +</div> +</div> +</div> +</div> +</div> +<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell" id="cell-id=ec130a96"> +<div class="jp-Cell-inputWrapper" tabindex="0"> +<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser"> +</div> +<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt"> +</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput" data-mime-type="text/markdown"> +<div style="background-color:#FAE99E; color: black; width:95%; vertical-align: middle; padding:15px; margin: 10px; border-radius: 10px"> +<p> +<b>Solution</b> +$$ +AT = b\\ + +T = \begin{bmatrix} +T_1^{j+1} \\ +T_2^{j+1} \\ +\vdots \\ +T_{N-1}^{j+1} +\end{bmatrix}\\ +\newline +A = \begin{bmatrix} +1+2\frac{\nu \Delta t}{\Delta x^2} & -\frac{\nu \Delta t}{\Delta x^2} & 0 & \cdots & 0 \\ +-\frac{\nu \Delta t}{\Delta x^2} & 1+2\frac{\nu \Delta t}{\Delta x^2} & -\frac{\nu \Delta t}{\Delta x^2} & \cdots & 0 \\ +0 & -\frac{\nu \Delta t}{\Delta x^2} & 1+2\frac{\nu \Delta t}{\Delta x^2} & \cdots & 0 \\ +\vdots & \vdots & \vdots & \ddots & \vdots \\ +0 & 0 & 0 & \cdots & 1+2\frac{\nu \Delta t}{\Delta x^2} +\end{bmatrix}\\ +\newline +b = \begin{bmatrix} +T_1^j + \frac{\nu \Delta t}{\Delta x^2}T_0^j \\ +T_2^j \\ +\vdots \\ +T_{N-1}^j + \frac{\nu \Delta t}{\Delta x^2}T_N^j +\end{bmatrix} + + +$$</p> +</div> +</div> +</div> +</div> +</div> +<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell" id="cell-id=36284ee9"> +<div class="jp-Cell-inputWrapper" tabindex="0"> +<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser"> +</div> +<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt"> +</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput" data-mime-type="text/markdown"> +<div style="background-color:#AABAB2; color: black; width:95%; vertical-align: middle; padding:15px; margin: 10px; border-radius: 10px"> +<p> +<b>Task 5.5</b> +<p>Copy the code of task 4 and make sure to use the Dirichlet conditions of task 3: constant Dirichlet conditions. Implement the Implicit scheme by modifying the code of how the matrix A and vector b are built.</p> +</p> +</div> +</div> +</div> +</div> +</div><div class="jp-Cell jp-CodeCell jp-Notebook-cell" id="cell-id=4edddcaf"> +<div class="jp-Cell-inputWrapper" tabindex="0"> +<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser"> +</div> +<div class="jp-InputArea jp-Cell-inputArea"> +<div class="jp-InputPrompt jp-InputArea-prompt">In [9]:</div> +<div class="jp-CodeMirrorEditor jp-Editor jp-InputArea-editor" data-type="inline"> +<div class="cm-editor cm-s-jupyter"> +<div class="highlight hl-ipython3"><pre><span></span><span class="c1"># YOUR_CODE_HERE</span> + +<span class="c1"># SOLUTION</span> +<span class="n">T_left</span> <span class="o">=</span> <span class="mi">38</span> +<span class="n">T_right</span> <span class="o">=</span> <span class="mi">25</span> +<span class="n">T_initial</span> <span class="o">=</span> <span class="mi">7</span> +<span class="n">L</span> <span class="o">=</span> <span class="mf">0.3</span> +<span class="n">nu</span> <span class="o">=</span> <span class="mi">4</span><span class="o">/</span><span class="mi">1000</span><span class="o">/</span><span class="mi">1000</span> + +<span class="n">dx</span> <span class="o">=</span> <span class="mf">0.02</span> +<span class="n">x</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span><span class="n">L</span><span class="p">,</span><span class="n">dx</span><span class="p">)</span> +<span class="n">n</span> <span class="o">=</span> <span class="nb">len</span><span class="p">(</span><span class="n">x</span><span class="p">)</span> +<span class="n">dt</span> <span class="o">=</span> <span class="mi">50</span> +<span class="n">m</span> <span class="o">=</span> <span class="mi">200</span> + +<span class="n">T</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">zeros</span><span class="p">((</span><span class="n">m</span><span class="p">,</span><span class="n">n</span><span class="p">))</span> +<span class="n">T</span><span class="p">[</span><span class="mi">0</span><span class="p">,:]</span> <span class="o">=</span> <span class="n">T_initial</span> +<span class="n">T</span><span class="p">[:,</span><span class="mi">0</span><span class="p">]</span> <span class="o">=</span> <span class="n">T_left</span> +<span class="n">t</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="mi">0</span><span class="p">,</span><span class="n">m</span><span class="o">*</span><span class="n">dt</span><span class="p">,</span><span class="n">dt</span><span class="p">)</span> +<span class="n">T</span><span class="p">[:,</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span> <span class="o">=</span> <span class="n">T_right</span> + +<span class="n">C</span> <span class="o">=</span> <span class="n">nu</span><span class="o">*</span><span class="n">dt</span><span class="o">/</span><span class="n">dx</span><span class="o">**</span><span class="mi">2</span> +<span class="k">for</span> <span class="n">j</span> <span class="ow">in</span> <span class="nb">range</span><span class="p">(</span><span class="n">m</span><span class="o">-</span><span class="mi">1</span><span class="p">):</span> + <span class="c1"># Building matrix A</span> + <span class="n">A</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">zeros</span><span class="p">((</span><span class="nb">len</span><span class="p">(</span><span class="n">x</span><span class="p">)</span><span class="o">-</span><span class="mi">2</span><span class="p">,</span><span class="nb">len</span><span class="p">(</span><span class="n">x</span><span class="p">)</span><span class="o">-</span><span class="mi">2</span><span class="p">))</span> + <span class="n">np</span><span class="o">.</span><span class="n">fill_diagonal</span><span class="p">(</span><span class="n">A</span><span class="p">,</span> <span class="mi">1</span><span class="o">+</span><span class="mi">2</span><span class="o">*</span><span class="n">C</span><span class="p">)</span> + <span class="n">A</span><span class="p">[</span><span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="n">n</span><span class="o">-</span><span class="mi">3</span><span class="p">),</span> <span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="n">n</span><span class="o">-</span><span class="mi">2</span><span class="p">)]</span> <span class="o">=</span> <span class="o">-</span><span class="n">C</span> <span class="c1"># Upper diagonal</span> + <span class="n">A</span><span class="p">[</span><span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="n">n</span><span class="o">-</span><span class="mi">2</span><span class="p">),</span> <span class="n">np</span><span class="o">.</span><span class="n">arange</span><span class="p">(</span><span class="n">n</span><span class="o">-</span><span class="mi">3</span><span class="p">)]</span> <span class="o">=</span> <span class="o">-</span><span class="n">C</span> <span class="c1"># Lower diagonal</span> + <span class="c1"># Building vector b</span> + <span class="n">b</span> <span class="o">=</span> <span class="n">T</span><span class="p">[</span><span class="n">j</span><span class="p">,</span><span class="mi">1</span><span class="p">:</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span><span class="o">.</span><span class="n">copy</span><span class="p">()</span> + <span class="n">b</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span> <span class="o">=</span> <span class="n">b</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span> <span class="o">+</span> <span class="n">T_left</span> <span class="o">*</span> <span class="n">C</span> + <span class="n">b</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span> <span class="o">=</span> <span class="n">b</span><span class="p">[</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span> <span class="o">+</span> <span class="n">T_right</span> <span class="o">*</span> <span class="n">C</span> + <span class="n">T_1_to_n_minus1</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">linalg</span><span class="o">.</span><span class="n">inv</span><span class="p">(</span><span class="n">A</span><span class="p">)</span> <span class="o">@</span> <span class="n">b</span> + <span class="n">T</span><span class="p">[</span><span class="n">j</span><span class="o">+</span><span class="mi">1</span><span class="p">,</span><span class="mi">1</span><span class="p">:</span><span class="o">-</span><span class="mi">1</span><span class="p">]</span> <span class="o">=</span> <span class="n">T_1_to_n_minus1</span> + +<span class="n">plot_T</span><span class="p">(</span><span class="n">T</span><span class="p">)</span> +</pre></div> +</div> +</div> +</div> +</div> +<div class="jp-Cell-outputWrapper"> +<div class="jp-Collapser jp-OutputCollapser jp-Cell-outputCollapser"> +</div> +<div class="jp-OutputArea jp-Cell-outputArea"> +<div class="jp-OutputArea-child"> +<div class="jp-OutputPrompt jp-OutputArea-prompt"></div> +<div class="jp-RenderedText jp-OutputArea-output" data-mime-type="text/plain" tabindex="0"> +<pre>interactive(children=(Play(value=0, description='time_step', max=199, step=3), Output()), _dom_classes=('widge…</pre> +</div> +</div> +</div> +</div> +</div> +<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell" id="cell-id=9d9f62a2"> +<div class="jp-Cell-inputWrapper" tabindex="0"> +<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser"> +</div> +<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt"> +</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput" data-mime-type="text/markdown"> +<div style="background-color:#facb8E; color: black; width:95%; vertical-align: middle; padding:15px; margin: 10px; border-radius: 10px"> +<p> +<b>NOTE</b> +<p>The widget will not work in html form. Here is a gif of the widget in action:</p> +</p> +</div> +</div> +</div> +</div> +</div> +<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell" id="cell-id=26e0eb6e"> +<div class="jp-Cell-inputWrapper" tabindex="0"> +<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser"> +</div> +<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt"> +</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput" data-mime-type="text/markdown"> +<div style="background-color:#facb8E; color: black; width:95%; vertical-align: middle; padding:15px; margin: 10px; border-radius: 10px"> +<p> +<b>NOTE</b> +<p>If strange "spikes" are occurring near the boundaries of your grid, this is caused by the way we assign the values of <code>b</code> and the way in which they are stored in the computer memory by Numpy. We won't go into the details here, but the "fix" to make your plot look correct is to add <code>.copy()</code> when defining <code>b</code>. For example:</p> +<p><code>b = T[YOUR_CODE_HERE, YOUR_CODE_HERE].copy()</code></p> +</p> +</div> +</div> +</div> +</div> +</div> +<div class="jp-Cell jp-MarkdownCell jp-Notebook-cell" id="cell-id=10bf6aab"> +<div class="jp-Cell-inputWrapper" tabindex="0"> +<div class="jp-Collapser jp-InputCollapser jp-Cell-inputCollapser"> +</div> +<div class="jp-InputArea jp-Cell-inputArea"><div class="jp-InputPrompt jp-InputArea-prompt"> +</div><div class="jp-RenderedHTMLCommon jp-RenderedMarkdown jp-MarkdownOutput" data-mime-type="text/markdown"> +<p><strong>End of notebook.</strong></p> +<h2 style="height: 60px"> +</h2> +<h3 style="position: absolute; display: flex; flex-grow: 0; flex-shrink: 0; flex-direction: row-reverse; bottom: 60px; right: 50px; margin: 0; border: 0"> +<style> + .markdown {width:100%; position: relative} + article { position: relative } + </style> +<a href="http://creativecommons.org/licenses/by/4.0/" rel="license"> +<img alt="Creative Commons License" src="https://i.creativecommons.org/l/by/4.0/88x31.png" style="border-width:; width:88px; height:auto; padding-top:10px"/> +</a> +<a href="https://www.tudelft.nl/en/ceg" rel="TU Delft"> +<img alt="TU Delft" src="https://gitlab.tudelft.nl/mude/public/-/raw/main/tu-logo/TU_P1_full-color.png" style="border-width:0; width:100px; height:auto; padding-bottom:0px"/> +</a> +<a href="http://mude.citg.tudelft.nl/" rel="MUDE"> +<img alt="MUDE" src="https://gitlab.tudelft.nl/mude/public/-/raw/main/mude-logo/MUDE_Logo-small.png" style="border-width:0; width:100px; height:auto; padding-bottom:0px"/> +</a> +</h3> +<span style="font-size: 75%"> +© Copyright 2024 <a href="http://mude.citg.tudelft.nl/" rel="MUDE">MUDE</a> TU Delft. This work is licensed under a <a href="http://creativecommons.org/licenses/by/4.0/" rel="license">CC BY 4.0 License</a>. + +</span></div> +</div> +</div> +</div> +</main> +</body> +<script type="application/vnd.jupyter.widget-state+json"> +{"state": {"0163d400cc2c4eb59046d0121727b17c": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "HBoxModel", "state": {"children": ["IPY_MODEL_88035a6b469f4a4891e35659867ff0c6"], "layout": "IPY_MODEL_9c5112e1cfd44ed2a63e5978fc06fccc"}}, "0197503ee5c44b87a3d0c980bc2571da": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "DescriptionStyleModel", "state": {"description_width": ""}}, "0221bef15fef48a190eccd595775ec95": {"model_module": "@jupyter-widgets\/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {}}, "0335767ddbd747b4893969d3e2d93893": {"model_module": "@jupyter-widgets\/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {}}, "037d3788952b4be096d7515e475f24e1": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "HBoxModel", "state": {"children": ["IPY_MODEL_b7b5d8c7976e490db14a6f301a8d5fca"], "layout": "IPY_MODEL_ffbdb787fdf940fab9e0d3b457888162"}}, "054b16db968e4b878f5e542f9a1173b3": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "VBoxModel", "state": {"_dom_classes": ["widget-interact"], "children": ["IPY_MODEL_d095a4e7d8d4445e86d3db1fdff6244f", "IPY_MODEL_27ce6d6c77074a0e9644172ecbdc2c2a"], "layout": "IPY_MODEL_9e0470afffb74df5adab27914911762d"}}, "0737166ee7324522bb73da03f9a8e778": {"model_module": "@jupyter-widgets\/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {}}, "07af3d288027411c8db59e4b27f81a0f": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "HBoxModel", "state": {"children": ["IPY_MODEL_4dcc29bcdeb94273acb042225680f938"], "layout": "IPY_MODEL_3012cdca2fe2499d8a50dee485f62217"}}, "0962612e4e404b54ac1fac8d640cd6c0": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "DescriptionStyleModel", "state": {"description_width": ""}}, "0f94c44a6e2d4808a7c66c3b1c79bf1f": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "SliderStyleModel", "state": {"description_width": ""}}, "0fcdff9aa34e4e13927e34ae27360da7": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "IntSliderModel", "state": {"behavior": "drag-tap", "layout": "IPY_MODEL_5576cb6864c246b5b1be231eb6fff645", "max": 199, "style": "IPY_MODEL_32b1f33a1556467aaba78f0af3df1e4d", "value": 100}}, "106c527c21f1485f80938702414243e8": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "DescriptionStyleModel", "state": {"description_width": ""}}, "121945e57f994c77aaeca0c873e63745": {"model_module": "@jupyter-widgets\/output", "model_module_version": "1.0.0", "model_name": "OutputModel", "state": {"layout": "IPY_MODEL_517f04b914134b6ba5c09a4caa017bdc", "outputs": [{"data": {"image\/png": "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", "text\/plain": "<Figure size 640x480 with 1 Axes>"}, "metadata": {}, "output_type": "display_data"}]}}, "12a14e08898b4abf991365cd41d07a93": {"model_module": "@jupyter-widgets\/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {}}, "13187a1f6c2a44f9a3ccd12f5eff4464": {"model_module": "@jupyter-widgets\/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {}}, "146343a7a95746e6bd0c8bac2c97a33d": {"model_module": "@jupyter-widgets\/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {}}, "148898f7302f4f45809429230ac34e24": {"model_module": "@jupyter-widgets\/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {}}, "14edd910ef6d411ebd1f6a033170c065": {"model_module": "@jupyter-widgets\/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {}}, "1691534cae544c41ac19238706d81934": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "PlayModel", "state": {"description": "step", "layout": "IPY_MODEL_85007844bdc54cdf992dc43ba5b83a41", "max": 149, "style": "IPY_MODEL_e2a00839a46e4bb39cd41f9aa4edaaea"}}, "17a0e3715b704af5b5bb4230d0ea690b": {"model_module": "@jupyter-widgets\/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {}}, "1a5c301c330f49dd867d1a112b4b011c": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "LinkModel", "state": {"source": ["IPY_MODEL_d095a4e7d8d4445e86d3db1fdff6244f", "value"], "target": ["IPY_MODEL_e0fa11145e0d4e40ad744eba44c54f34", "value"]}}, "1af575622d2045659ef592a3a3d82a91": {"model_module": "@jupyter-widgets\/output", "model_module_version": "1.0.0", "model_name": "OutputModel", "state": {"layout": "IPY_MODEL_ea5d62a115f443e4bf326bbe2a8d0260", "outputs": [{"data": {"image\/png": "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", "text\/plain": "<Figure size 640x480 with 1 Axes>"}, "metadata": {}, "output_type": "display_data"}]}}, "1ca2a7bb9b014ae1b78b7354b28675e1": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "SliderStyleModel", "state": {"description_width": ""}}, "1cb2605db91a4ce1bac51f5960e5afc9": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "IntSliderModel", "state": {"behavior": "drag-tap", "layout": "IPY_MODEL_a20388231297411295366afa518f917b", "max": 199, "style": "IPY_MODEL_3ca3ead3f99b45b2bf5a79d0f022dcfa", "value": 199}}, "1f57714e5c02432eaabed41e07209103": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "VBoxModel", "state": {"_dom_classes": ["widget-interact"], "children": ["IPY_MODEL_57644913df96434395a7d95953ca96ed", "IPY_MODEL_5e9038896edd4da0abab5fadd1a41130"], "layout": "IPY_MODEL_b49c03f7736a47e5987fbc229507c0fe"}}, "203d095fdbec4a809af8ff2adf77a8fb": {"model_module": "@jupyter-widgets\/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {}}, "246b67cae6d04400856fb146b0a764d3": {"model_module": "@jupyter-widgets\/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {}}, "27ce6d6c77074a0e9644172ecbdc2c2a": {"model_module": "@jupyter-widgets\/output", "model_module_version": "1.0.0", "model_name": "OutputModel", "state": {"layout": "IPY_MODEL_0737166ee7324522bb73da03f9a8e778", "outputs": [{"data": {"image\/png": "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", "text\/plain": "<Figure size 640x480 with 1 Axes>"}, "metadata": {}, "output_type": "display_data"}]}}, "29a880f5e6de435795b50f46a66a942e": {"model_module": "@jupyter-widgets\/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {}}, "29adfb5bcde241fc8e8984961ab42ea5": {"model_module": "@jupyter-widgets\/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {}}, "2c2ed815b0f545a9948793c1bc4b5fdf": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "VBoxModel", "state": {"_dom_classes": ["widget-interact"], "children": ["IPY_MODEL_68fb9a92340e434d85fbcc8de67c1970", "IPY_MODEL_47b1a57cdbeb4a11abc8e9166acedb90"], "layout": "IPY_MODEL_6373a42bb1db4fb4aa1cf6ffaac1075e"}}, "2df005db5f0d49dda9dd0c4e6e958c48": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "SliderStyleModel", "state": {"description_width": ""}}, "2f094b8f56ff4ac3b16dacdf8948dda6": {"model_module": "@jupyter-widgets\/output", "model_module_version": "1.0.0", "model_name": "OutputModel", "state": {"layout": "IPY_MODEL_66636bdd455c4d54a22c62b30195f3fb", "outputs": [{"data": {"image\/png": "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", "text\/plain": "<Figure size 640x480 with 1 Axes>"}, "metadata": {}, "output_type": "display_data"}]}}, "3012cdca2fe2499d8a50dee485f62217": {"model_module": "@jupyter-widgets\/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {}}, "32b1f33a1556467aaba78f0af3df1e4d": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "SliderStyleModel", "state": {"description_width": ""}}, "3500924f544141ef8070a2456337d727": {"model_module": "@jupyter-widgets\/output", "model_module_version": "1.0.0", "model_name": "OutputModel", "state": {"layout": "IPY_MODEL_e4081c6091bb48838c726ff8e86ca60b", "outputs": [{"data": {"image\/png": "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", "text\/plain": "<Figure size 640x480 with 1 Axes>"}, "metadata": {}, "output_type": "display_data"}]}}, "372d2a496a5f46259db10a571b9ffb16": {"model_module": "@jupyter-widgets\/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {}}, "3b2d03cd328c49529d82b802d05a9a90": {"model_module": "@jupyter-widgets\/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {}}, "3ca3ead3f99b45b2bf5a79d0f022dcfa": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "SliderStyleModel", "state": {"description_width": ""}}, "3dfd829e56824d288459d82647e0ac61": {"model_module": "@jupyter-widgets\/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {}}, "3f7daa758bd548edbe29ba88cd0b8388": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "VBoxModel", "state": {"_dom_classes": ["widget-interact"], "children": ["IPY_MODEL_99f37541ac7b4dbfac2f489c1a5b0353", "IPY_MODEL_53fc46cd75c548ca80cf284ac572e639"], "layout": "IPY_MODEL_d46db30322c046b3a3b40e07893e8e0f"}}, "409e5ad2c8d1498aa37ebe59663d605c": {"model_module": "@jupyter-widgets\/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {}}, "40b159f172e843e0be00be922ba726d0": {"model_module": "@jupyter-widgets\/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {}}, "40ddbc947f924670b1c89507cec96d03": {"model_module": "@jupyter-widgets\/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {}}, "40f923003f624e14ba2a6eeff1edb42c": {"model_module": "@jupyter-widgets\/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {}}, "41ceba8688ab4ce8b71fd02a6e2ab2c4": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "PlayModel", "state": {"description": "step", "layout": "IPY_MODEL_87d61c25a76c41e1a826e0e1bcdaf617", "max": 599, "style": "IPY_MODEL_e84b526ca1ae4e019432105a43b87ec1", "value": 19}}, "420a354128d1426c915435db89be0486": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "LinkModel", "state": {"source": ["IPY_MODEL_b361054bfbfd4aa193975eb438f70d68", "value"], "target": ["IPY_MODEL_abc536027e9f46dca983b3512682b4b6", "value"]}}, "4252ab6bb32e4e3aadefa67e72c98374": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "DescriptionStyleModel", "state": {"description_width": ""}}, "43adcc6e3cae436381914fa8b1f71de2": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "VBoxModel", "state": {"_dom_classes": ["widget-interact"], "children": ["IPY_MODEL_ffd206a2fd774da69a72e07e90044435", "IPY_MODEL_af86ac9bb8014c268c8513ac6ee499e7"], "layout": "IPY_MODEL_7aac04d137c84a4d95a975fc42549096"}}, "47b1a57cdbeb4a11abc8e9166acedb90": {"model_module": "@jupyter-widgets\/output", "model_module_version": "1.0.0", "model_name": "OutputModel", "state": {"layout": "IPY_MODEL_17a0e3715b704af5b5bb4230d0ea690b", "outputs": [{"data": {"image\/png": "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", "text\/plain": "<Figure size 640x480 with 1 Axes>"}, "metadata": {}, "output_type": "display_data"}]}}, "4dcc29bcdeb94273acb042225680f938": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "IntSliderModel", "state": {"behavior": "drag-tap", "layout": "IPY_MODEL_14edd910ef6d411ebd1f6a033170c065", "max": 149, "style": "IPY_MODEL_a7c8a0264f214268bfafc38c4c68055d", "value": 149}}, "4ed234d89eda4e43ac8997df827fca2b": {"model_module": "@jupyter-widgets\/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {}}, "4f582ece1f6c4bffb37cc399e7ef4d24": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "LinkModel", "state": {"source": ["IPY_MODEL_ebe4490fa75a4192ba04152508adf1b4", "value"], "target": ["IPY_MODEL_b7b5d8c7976e490db14a6f301a8d5fca", "value"]}}, "50615551594a42e7a11ed3bdcdb1d54d": {"model_module": "@jupyter-widgets\/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {}}, "51133886767c414982d9467cbffad013": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "VBoxModel", "state": {"_dom_classes": ["widget-interact"], "children": ["IPY_MODEL_a6e490f9a95046848e772f941811ea6e", "IPY_MODEL_8d43b8903d1c4542ac1d493441e99717"], "layout": "IPY_MODEL_66863e16ccde42d696e20af577f2f832"}}, "5167c4cc034847b4b27e66350ad543ed": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "LinkModel", "state": {"source": ["IPY_MODEL_68fb9a92340e434d85fbcc8de67c1970", "value"], "target": ["IPY_MODEL_b0c6e5b072744bb8aad4aa1c343ebe1e", "value"]}}, "517f04b914134b6ba5c09a4caa017bdc": {"model_module": "@jupyter-widgets\/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {}}, "51e8446de9bf4b1492c6377090f082a9": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "PlayModel", "state": {"description": "step", "layout": "IPY_MODEL_40f923003f624e14ba2a6eeff1edb42c", "max": 199, "style": "IPY_MODEL_961bbf4dea01495c90b3a8be804ceea6", "value": 199}}, "524aceb8e5864ec0b0558674c565b80e": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "VBoxModel", "state": {"_dom_classes": ["widget-interact"], "children": ["IPY_MODEL_41ceba8688ab4ce8b71fd02a6e2ab2c4", "IPY_MODEL_894a4ad9cfb04c80bd06a8491a9b3c14"], "layout": "IPY_MODEL_e043ddd08fa044f0805e72d08d64fb52"}}, "53fc46cd75c548ca80cf284ac572e639": {"model_module": "@jupyter-widgets\/output", "model_module_version": "1.0.0", "model_name": "OutputModel", "state": {"layout": "IPY_MODEL_fe5db7fffd844d8983fe53f0eaa44849", "outputs": [{"data": {"image\/png": "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", "text\/plain": "<Figure size 640x480 with 1 Axes>"}, "metadata": {}, "output_type": "display_data"}]}}, "55226787171c4752aa32a82a887b8b98": {"model_module": "@jupyter-widgets\/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {}}, "5576cb6864c246b5b1be231eb6fff645": {"model_module": "@jupyter-widgets\/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {}}, "57644913df96434395a7d95953ca96ed": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "PlayModel", "state": {"description": "step", "layout": "IPY_MODEL_a37fd745c2154e37a420c30c21efe3c9", "max": 1999, "style": "IPY_MODEL_ab8b9c40294846d9820000b7038b3311", "value": 792}}, "5a437050674241259e1208543a3a72f0": {"model_module": "@jupyter-widgets\/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {}}, "5b00930d74a04c2d8edce165ad2f10fb": {"model_module": "@jupyter-widgets\/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {}}, "5d52cc6b2314438da6e9896470a62a61": {"model_module": "@jupyter-widgets\/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {}}, "5e9038896edd4da0abab5fadd1a41130": {"model_module": "@jupyter-widgets\/output", "model_module_version": "1.0.0", "model_name": "OutputModel", "state": {"layout": "IPY_MODEL_c249b3bb2eff444bbbec6fd556309218", "outputs": [{"data": {"image\/png": "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", "text\/plain": "<Figure size 640x480 with 1 Axes>"}, "metadata": {}, "output_type": "display_data"}]}}, "5ff479af5a804d60b2dabf6348fe9989": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "LinkModel", "state": {"source": ["IPY_MODEL_41ceba8688ab4ce8b71fd02a6e2ab2c4", "value"], "target": ["IPY_MODEL_a0998547957e4b50bb0570d6e89b4c2e", "value"]}}, "6353f692403c49e1ac433f1fbcbf728e": {"model_module": "@jupyter-widgets\/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {}}, "6373a42bb1db4fb4aa1cf6ffaac1075e": {"model_module": "@jupyter-widgets\/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {}}, "66636bdd455c4d54a22c62b30195f3fb": {"model_module": "@jupyter-widgets\/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {}}, "66863e16ccde42d696e20af577f2f832": {"model_module": "@jupyter-widgets\/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {}}, "68c14ca25ed0479898eac1351d769142": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "DescriptionStyleModel", "state": {"description_width": ""}}, "68fb9a92340e434d85fbcc8de67c1970": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "PlayModel", "state": {"description": "step", "layout": "IPY_MODEL_814fc2ce5f98478d93e7d2977c35599d", "max": 599, "style": "IPY_MODEL_db46a3c449cf4e6d85de539fd7e30166"}}, "69d0279f5aa04a24b8ef28051f31a77d": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "VBoxModel", "state": {"_dom_classes": ["widget-interact"], "children": ["IPY_MODEL_b361054bfbfd4aa193975eb438f70d68", "IPY_MODEL_121945e57f994c77aaeca0c873e63745"], "layout": "IPY_MODEL_0335767ddbd747b4893969d3e2d93893"}}, "6f20477e70534303aec0ee8da489b89f": {"model_module": "@jupyter-widgets\/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {}}, "72d3e88fdf024cba8257fa4e8a109544": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "SliderStyleModel", "state": {"description_width": ""}}, "754124660050415e84f351699e0454bd": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "PlayModel", "state": {"description": "step", "layout": "IPY_MODEL_e9f56784337d42cbbf92f7219b1e0c47", "max": 199, "style": "IPY_MODEL_b9b135e17db64c5c95f90edcb6aeed01", "value": 100}}, "75be4fb6e3894ef2ac842e505a05bca9": {"model_module": "@jupyter-widgets\/output", "model_module_version": "1.0.0", "model_name": "OutputModel", "state": {"layout": "IPY_MODEL_5b00930d74a04c2d8edce165ad2f10fb", "outputs": [{"data": {"image\/png": "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", "text\/plain": "<Figure size 640x480 with 1 Axes>"}, "metadata": {}, "output_type": "display_data"}]}}, "7a2ac2d705c34d2599661107d0b6a5a5": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "IntSliderModel", "state": {"behavior": "drag-tap", "layout": "IPY_MODEL_3b2d03cd328c49529d82b802d05a9a90", "max": 199, "style": "IPY_MODEL_0f94c44a6e2d4808a7c66c3b1c79bf1f", "value": 199}}, "7aac04d137c84a4d95a975fc42549096": {"model_module": "@jupyter-widgets\/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {}}, "7b2a2ede6a7b4fd5bd79db693da37fd2": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "HBoxModel", "state": {"children": ["IPY_MODEL_e1d833787d964958adf9bf27c7c8465d"], "layout": "IPY_MODEL_8dd363de61704f07a67c5ec15fad0230"}}, "7cc9130632e24968ac7630fa1302ec66": {"model_module": "@jupyter-widgets\/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {}}, "7ff77fdec3124342917adff7a7e22968": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "LinkModel", "state": {"source": ["IPY_MODEL_a6e490f9a95046848e772f941811ea6e", "value"], "target": ["IPY_MODEL_7a2ac2d705c34d2599661107d0b6a5a5", "value"]}}, "814fc2ce5f98478d93e7d2977c35599d": {"model_module": "@jupyter-widgets\/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {}}, "8330e0092c10467f85f9264bfaf88a6f": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "PlayModel", "state": {"description": "step", "layout": "IPY_MODEL_d1b23fb8d92a428ebfbc64e7b3117db4", "max": 149, "style": "IPY_MODEL_a813b3e4592a4ba6a5ac586705a144b1", "value": 149}}, "84db1e5aacf844f2b99f65c3e1097e2a": {"model_module": "@jupyter-widgets\/output", "model_module_version": "1.0.0", "model_name": "OutputModel", "state": {"layout": "IPY_MODEL_409e5ad2c8d1498aa37ebe59663d605c", "outputs": [{"data": {"image\/png": "iVBORw0KGgoAAAANSUhEUgAAAZ4AAAGRCAYAAABVKtXaAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjcuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy\/bCgiHAAAACXBIWXMAAA9hAAAPYQGoP6dpAAEAAElEQVR4nOz9eXQk533ei3\/equq9G411gAFmAMy+k8N9FpK2FmrJvYksiZFi6dhx4vuTc20nkpIbO7Kte6XIkiM5cSjJtm6cxCZ9Eku8tixTliKZshauQ3JIzgCYwQADYLDvQANo9N5V9f7+AKunu9ErBgOAVD3nzJEIVFdVN6rf5\/1uzyOklBIbNmzYsGFji6Bs9w3YsGHDho2fLtjEY8OGDRs2thQ28diwYcOGjS2FTTw2bNiwYWNLYROPDRs2bNjYUtjEY8OGDRs2thQ28diwYcOGjS2FTTw2bNiwYWNLYROPDRs2bNjYUtjEY8OGDRs2thQ28diwYcOGjS2FTTw2bNiwYWNLYROPDRs2bNjYUtjEY8OGDRs2thQ28diwYcOGjS2FTTw2bNiwYWNLYROPDRs2bNjYUtjEY8OGDRs2thQ28diwYcOGjS2FTTw2bNiwYWNLYROPDRs2bNjYUtjEY8OGDRs2thQ28diwYcOGjS2FTTw2bNiwYWNLYROPDRs2bNjYUtjEY8OGDRs2thQ28diwYcOGjS2FTTw2bNiwYWNLYROPDRs2bNjYUtjEY8OGDRs2thQ28diwYcOGjS2FTTw2bNiwYWNLYROPDRs2bNjYUtjEY8OGDRs2thQ28diwYcOGjS2FTTw2tgVSyu2+BRs2bGwTtO2+ARs\/XZBSkk6nSSQSqKqKpmmoqoqqqgghtvv2bNiwsQUQ0t562tgimKZJOp3GMAySySSwRkTxeJxkMklzc7NNRDZs\/BTAjnhs3HZIKTEMg6GhIZxOJy0tLSiKgqIoSClZXV1lbm6Ouro6kskkQggURUHTNJuIbNh4C8ImHhu3FVZqzTAMwuEwbrebsbExJicnqampoa6uDsMwANA0DSll5l8ymSSVSgHYRGTDxlsIdqrNxm2DYRik02lM00RRFLq7uwmHw+i6TkdHB7FYjKWlJaLRKIqi0NraSl1dHbW1tTgcDoAcIjJNEyATETkcjkydSFEUm4hs2HiTwI54bGw6pJTouo6u60gpURSF5eVl5ubmcLlcnD17FlgjECEEExMTTExMIKVkaGiIWCxGIBCgtrY2Q0RWpJNNRIlEInMei4is42wismFj58ImHhubCtM00XU9kz4TQjA0NMTw8HCGTJxOZyaFBmspNofDwZEjRwBIJpMsLS2xvLzMwMAAiURiHRFZ6bZiRGRFQjYR2bCx82ATj41NgZUKS6fTSCkRQpBMJunu7iaRSPDAAw8wMTFRcPEXQuTM9bhcLlpaWmhpaQEgkUiwtLTE0tIS\/f39JJPJTH2otraWYDC4johM07SJyIaNHQqbeGzcMrJTa7C20M\/Pz9PT08OuXbu4++670TRtHcFYKEcAbreb3bt3s3v3bgDi8XiGiKanp0mlUgSDwbJElEwmSSQSmY46m4hs2Nge2MRj45aQPZtjLdx9fX1MTExw4sQJWltbc44v1stSTY+Lx+PB4\/HQ2tqamQOyiGhychJd1zNEVFdXRyAQQFXVzHWs9m5rnmhqaoqWlha8Xm8mMrLqTzZs2Nh82MRjY0OwFm9d1zNda7FYjK6uLgDOnTuHz+fLeY0QAtM01y3oxSKhSiCEwOv14vV6aWtrQ0qZ6ZZbWlpifHwc0zRziMjv96NpWuZ9DA0NUVdXlyGbQqk5m4hs2Ng82MRjo2pkz+bA2ozN1NQUvb297N27l8OHD6Mo62UAswkmexHfzAVdCIHP58Pn87Fnzx6klESj0QwRjY6OIqXMNCrU1dUhpURVVRwORyYi0nWddDpdlIgKvT8bNmxUBpt4bFQF0zRJpVKZKMcwDHp7e5mfn+f06dM0NTUVfW2pyOZ2jZMJIfD7\/fj9fvbu3YuUkkgkkiGi4eFhAPr7+2lsbKSurg6fz5cTERUjImuOyCYiGzaqg008NiqClVqzutYURSEcDtPV1YXb7eb8+fO43e6S5yjVXLBVc8xCCAKBAIFAgPb2dkzT5JlnnsHv97O4uMjQ0BCqqmYaFerq6vB6vUWJCAqrKthEZMNGcdjEY6Ms8lNrQghGR0cZGBhg\/\/797N+\/v6J02Ua72m4nrG62trY2vF4vpmkSDodZWlpifn6ewcFBNE3LISKPx7OOiNLpdEl5H5uIbNi4CZt4bJREdpQjhCCdTtPT08Pq6ir33nsvdXV1FZ+rFMHsFOUmRVGora2ltrYWIKMxt7S0xOzsLNevX8fpdK4jIotYsueZrIhICJFDRFbXnA0bP62wicdGQVjppGvXruH3+2ltbSUUCtHd3U1tbS3nz5\/P6KlVip2QaiuGYte30m4WwRqGwcrKCktLS0xNTdHf34\/L5cocU1dXh8vlyjmvRUSpVCpTI7KIKLtrzoaNnxbYxGNjHayF0jRNYrEYDoeDwcFBRkZGOHLkCHv37t3QQrmTiadSqKpKfX099fX1AOi6niGi8fFxent78Xg8OUTkdDozr88nIoDFxUWam5txuVy28raNnwrYxGMjg+xF0epak1IyNjaGqqqcOXOGQCBwy9fIx5t5kdU0jYaGBhoaGoA1IlpeXs60bl+9ehWfz5ejM5dNROl0mt7eXmpra9F13fYisvFTAZt4bACFZ3Pm5uaYn58nEAjwwAMPZKb\/N4rtaKfeamiaRmNjI42NjcAasVhENDw8TDQaxe\/3Z4jI7\/dnXmd9vlbLum2KZ+OtCpt4bOTI3iiKgmma9PX1MTU1lUkX3SrpwFsj1VYtHA4HTU1NmfmmVCqVISLLAgLgxo0b1NfXZywg4CYZ20Rk460Gm3h+ilFI9iYajdLV1YWiKJw7d47h4eFNIwWLYHRdZ2xsDK\/Xm5Gq2U5s5fWdTie7du1i165dAESjUV5++WV0Xc+xgLDScpYFBOQSke3OauPNDJt4fkpRaDZncnKSa9eu0d7ezqFDhzIzLpbz563Casd+8cUX0TQNXddJJBJ4vV50XScUCmWUpX9aYHUGHjlyBFVVN2QBUcgm3HZntbGTYRPPTyHyLal1Xefq1auEQiHuuuuuTH0CNi8NJqUkFAqxsrLCoUOH2LNnD7Bm+jY9Pc3IyAjXrl0jnU6vU5b+aRi+tIihnAVEOp2uiIhsd1YbOxk28fwUId83R1EUVlZW6Orqwuv1cv78+ZwZFOsYKyraKNLpNFeuXCEUChEIBNi\/f39mKNXtdrNr1y7GxsY4d+5czkJrKUtnC3r6\/f631KJZjtRLWUBMTExgGEZBCwjbndXGToZNPD8lyG6TtjAyMsLg4CAHDhxg3759FbmDVovl5WW6urrw+\/0cOnSI6enpgsdZygj5Fgf5gp6WsoC10Hq93k1ZNLe7uaFSyaGNWECUc2c1TRNN0\/B4PDYR2dgS2MTzFkchS+pUKkVPTw\/RaJT77rsvIw9TCBut8UgpM8R28OBBOjs7mZ6erqqrrZCg5+rqao6OmsPhyBnWLCdUutNwK4S3EQsIv9+Poig5RGTJAHV0dNjurDa2BDbxvIVRqIFgcXGR7u5u6uvrOXfuXFnZG2uItBpYxLa6uppDbLcqEqooCsFgkGAwSGdnZ46O2uTkJH19fbjd7qKqATsZm7GwF7KAWF1dzZkjEkLk6MxZZn1W+i3fnbVQ+7ZNRDZuFTbxvEWRP5tj7WzHxsY4duwYbW1tt6QoXQxLS0t0dXVRU1OzTs9tswdIs3XU9u\/fX1Q1IJuIrBmZnYLbmeITQlBTU0NNTc26iDHbAsJqMInFYgUtIKyWe9ud1cZmYWd9C23cMgrN5sTjcbq6ujAMg7Nnz2am5StBpcQjpWR4eJihoSEOHTpER0dHQYvrYtewznErC1i+akD+sGY8Hs\/MyNTV1e2Y1u2tWrSzI0YgYwHR399PNBrl4sWLFVlAlHNntYnIRjnYxPMWgpSScDjMzMwM7e3tKIrC7OwsV65cobW1NTMrUg0qqfGkUil6ursgtcz999+fWdgqPddmEU8+8oc1k8kkoVCIpaUlrl27RiqVIhgMZlJSXq93y1u3t7OpwWrU8Hq91NbW0tramkldzszM5FhAWGSUbwFhu7Pa2Ahs4nmLwJrNiUQijIyMsHfvXnp7e5mdneXkyZO0tLRs6LzlajyhUIjrva9zV2cMhxZAKUI6sH5nbxHNVu2OXS5XZkYmuzV5ZWWFgYEBrl+\/vq41eSvubbujA+vvUMoCwqqhFbKAKEdEtimejXzYxPMmR\/ZsjpQSVVUxDIMLFy6gaRrnzp3D4\/Fs+PzFUm1SSm7cuEFssY9zh5KowsAwTYwSUUu5tN1W7v6zW5OHhoa46667EEJkOsJGRkYyhfjNbt3Oxna3cVv3UOh9bdQCIp+IbHdWG\/mwiedNDNM00XU9p2ttfn6edDpNe3s7Bw4cuOUvdSGySCaT9HR3sbdmjqOd8czPVSXN8vgkNe17Kj6X9XPY3kU4vyPMNE0ikQihUGidBbb171YIPf\/a2wnTNCu6h41aQBRyZy1kimcT0U8PbOJ5E6LQbI6u6xl1AEVROHTo0KZcK78us7i4yEDfJe7uiOFzJtcdH5scLUo81r0XusZ2I\/++FEXJdIR1dnZimmZmtz89PV3WefTNhI3W1qq1gKitrc3pcsx+jgcHB3G73bS0tNg24T8FsInnTYZ82RshREYdIBAIcPfdd3Px4sVNu55V45FSMjQ0RGKpn\/MHkyiisIyOYoaKnmsnpdqqhaIoOfWPQmmn7Nbt\/EW2GDa7oWIj2Kx7qMQCIhAI5BCR1TEXj8cz\/z87IrKGXbObFbb787Jx67CJ502E7NkcK01x48YNbty4kWlhTiQSmKa5aYuJEALDMHj11VfoCM5zrCNe8nh\/7fooKPtcOzXVVi3y007Zu\/0bN24QjUZzWrez7Q12Gm4X+RXqKrRqaPkWENb\/z\/6MCqXmbCJ6a8AmnjcBCs3mJJNJenp6iMfjOS3Mm92avLq6ikyvcLpTx+soTioWAg2SeCSK0+9b97tyczxvZuTv9rMX2Xx7A2uGyIomt\/v9b9U9uFwuWlpaMh2W2RYQkUiEcDjMwsLCOuVt6x6BgkRkexG9+WATzw5HIUvqhYUFenp6aGxs5K677sqZxs8u5N4KTNNkcHCQ9Mp1HjqSQFMrO5+iwMrQEE133rHud2\/mVFu1yF9ks1Wlp6am0HWdYDCIz+fb1Ah1I9iua2dbQMTjcRobG3E4HDmfUTZZ19TUFCQi2531zQebeHYwrC+VFeVIKenv72d8fJzjx4\/T1ta27jUW8ZimueHUTiKRoKf7EvvqFtldJrVWCOnlaaA48Vh1KUvSZbtTbVuxMOXbG1iq0nNzcxiGwXPPPZcj5unz+bZswdwJURfcJOtqLSDAdmd9s8Emnh0IK7Vmda0pikIsFqOrqwspJefOncuIO+bD+lJt1DV0fn6eocFu7jzhIvCGdH61cKrhovdmmiZXrlxhZmYms+BZBftYLIbL5XrLLwzZqtI1NTV0dXVx5513rtNQy2\/dvl2fy04gHmtzZWEjFhDFvIhsd9adB5t4dhgKpdamp6fp7e2lra2NI0eOlJxz2GiqzTRNBgYGMNLjnLvPgaLoSLUFES3sn1MKtS0G0jARau59JhIJDMNgdXWVBx54AFVVMzL+8\/PzdHV14XQ6qa+vf9O3KFcKa9G3Wrc7OjoyGmpLS0vMzs7mSNdYn81mfi47gXisDVYxbJYFhO3OujNgE88OQr4ltWEYXLt2jbm5Oe64445Md1ApWN1u1UQ88Xicnp7L7G9P0bJLA94gLbcTotW\/D0+NyuL4BDWd7ZmfzczM0NPTA8ADDzyQkd63RCuHh4e59957SaVSBVuU6+vrc9pv30rIX+gsDbXa2lr27duXI11jfS5erzcnIqqkdbsYdgLxVDrEamGjFhCliMgaGt61a5dNRLcZb71v8ZsQ+bM5iqKwurqaiQDOnz9flcFZNcQzNzfH8I0e7rnTiduVGyUJESOtBXHoK5W\/mTcQnRqlpnNNir+\/v5\/JyUkOHz5MX18fiqKsuz9r95nfolyo\/dba9VudYZuB7aovVXLdbOmaAwcOrBvUvHLlCn6\/P6d1uxqCLhdtbAXyU23VolILiGwiskRhLSKKRqN0d3fz4IMPZs5p24TfHtjEs83It6QWQjA2Nsb169fZt28fBw4cqPpBr8S8zTRNrl+\/DuYkZ+\/Tig6ESm8NhKsnHpFaJB6Pc\/ny5UxdCuDatWuFjy\/wHh0OR84cSCKRyKhLW11PtbW1GSLy+\/1vykWh2nsuNKhZiqCzu8EKYadEPJtJfsUsIKyGjnwJpNra2kxDjsPhKGgTbruzbh5s4tkmWA\/15OQk8\/PznDhxgnQ6zZUrVwiHw9xzzz0ZccZqUSiiyEYsFuNKz2UO7tPZ1aiSSa0VgOZIkjAU3Gp1zQq+mjgvvvgiLS0tHD16FFVVicfXOuSsL3U+ypGl2+2mtbU10\/WUneMfHh7OURe43QX5zcJmRFpOp5Pm5maam5uBtdTp8vIyoVAop3U7uwifvcjvBOK53VFXofSlRUSWBJKmaZimyfT0dMYCAshJzVkp4kQiYRPRLcAmnm1AdgNBOp3OLKDd3d3U1NRw7ty5W7JsLpVqm52dZWS4h3tPu3A5y5OJEJIIftwU7lQrhtrdKocCnbQfOpBzX6XuuZpFuJCo5+rqKqFQKFOQz9ZSq6+v37E22Ju9UFmt25b9Q3Y32NjY2LoifLX1lduBrb6HQhYQExMTjIyMVGUBkW8TbqXmsnXmtvuz3YmwiWeLkW9JraoqsViM1157jcOHD9Pe3n7LD2qhVJtpmvT19aGKac7d50AUSa0Vgr\/OiQwrCCqPehRV4Imu5vys1LzOZrxnK7Vi7WitOsjY2FimUcFKP+2URoXbXVsq1A0WiURyIkXDMBgcHKSpqWnbIsXtrjOpqorP58PtdnPvvfdu2ALCdmetDNv\/zfspQTHZm6GhIdLpNGfOnKGmpmZTrpUf8cRiMXp6LnF4v0FTQ+nUWiG4nALTtxs1OlnV6\/TlaeB0zn1B8cV2MxdhVVVzGhUswcpQKJSpg1hT8Vbac7uwlQuREIJAIEAgEMgU4Z955hm8Xi+zs7MMDAzgcDhyFthqGls2Auvz3+4FObvOVEiLzyKiSi0gbHfW4rCJZwtQaDZnfn6enp4eampqME1z00jHOr+1kM7MzDA6cqXi1FoxCLdSdWu101FdxHM7d\/\/5gpXZU\/G6rnP58uVtaVTYbpkgKzreu3cvHo+noOuo2+1et9PfTFifwXYvwqUaHBwOx4YsIGx31sKwiec2I382R0pJX18fk5OTHD9+HLfbnZlv2SxYM0BXr17F6Vrg7Hk\/Qhcgq5e\/sSBEAtPdiJJYqPg1tbtlziDp7Uy1VYtsCZtQKMShQ4cy3WH5jQr19fWbZvpWCNu507f+FtY9FHIdLWT2tpkpS2uTtN2LrpX+rgTFOguXl5dLWkDY7qxrsInnNqHQbE40GqWrqwshBOfOncPr9bK8vLzpaR7TNBka6ufkKReNjU5AIjUPpDdOPAB4\/VAF8bj9Cgtj4wT3deT8vFg+fzu12rxeLy0tLZn0k9XxNDMzk9OoYC24m7Xr3+6IJ5948pFv9pbtsTM4OEg8Hs+xf8hWlK72HrZ7kb0VfcP8zsJSFhBWd102sWQTUTweZ3BwkCNHjuB0OtE0jaWlpZxOuzc7bOK5DcifzQGYmpqit7eXvXv3cvjw4cwDV671uVpMTU2haXHuvc9PdmpeKDFMpQ7FXNr4yZUoUvMh9MpzbrGp0QzxbGeqrRyyr12o9daqD1m7\/lsZ2MzHTop4yiE\/ZZltbXDt2jVSqVRO63ZNTU1ZQsmeYdtObOYsUSkLiL6+PlKpVKbGmG0BYWUr5ubmOHr0KOl0mnQ6zQc\/+EE+9rGP8Uu\/9Eubcn\/bDZt4NhGFLKmtlNfi4iKnT5\/OhOYWNot41uR1enF7Qpw776PQ90doKWRKQ6Bv6BoCCEs3wSqKPSK9ePP\/76BUWzUo1KhgLSLXr1\/PeO1kD2xu9+69UlRLPPnItjYopChtmuY6\/bT8a70ViScf+Z9TNhHlW0BYXYXZmxmrhvRWgU08m4T8BgIhBOFwmK6uLjweD+fOnSvYHbQZxBOJRLhy5TLHj6vUNxRPAQmhY2pBhL5Y9Jhy8AYU5LKKoLJ27GxH0uyFJX+R2e6IpxoUGthcWloiFAqtW2zr6+tLWhxs9\/DmrRJPNgopSucP+Vr6adY\/r9ebSb1uN\/EYhrElLrFCiHU2GdmEPT4+jpSSS5cuMTY2ht\/vJx6PF1WkrwS\/93u\/x2\/91m\/x8Y9\/nMceewxY+9t\/9rOf5U\/+5E9YWlrigQce4I\/+6I84ceJEyXN985vf5NOf\/jRDQ0McOHCAz3\/+87z\/\/e+v6n5s4tkE5M\/mAIyMjDA4OMj+\/fvZv39\/0S+V1XCw0d3W5OQkU1N9PPCAH0clA6FKBCl8CLkB9U9AVZ2YogFFhiqKnGpbFCIrq7iDgS1tp95K5C8i0Wg0I+2T3ahgRUQ7KU+\/mcSTj2JDvpYauSVbEwgEMovvdn42tzPiKYV8wl5aWuLKlSs0NTXxF3\/xF3z9618nkUjw2c9+lp6eHt72trdx9913V0ySFy9e5E\/+5E+4445cj6wvfelL\/MEf\/AGPP\/44hw8f5nd\/93d55JFH6O\/vJxAIFDzXhQsX+PCHP8znPvc53v\/+9\/Otb32LD33oQzz\/\/PM88MADFb\/nN0c+YIfCaiBIpVIZ0kmn07z++uuMjo5y7733ltVayzZuqwa6rtPd3UUyOciZs96KSAdACEBzVDXJI6UkFddgLo64ehl1fhh+cBFzDiSlFwqhCFaHBrKuXziy2e7d7mbBWmzb29u58847eeihhzh16hRer5fp6WleeuklXnzxRfr6+pidnSWdTm\/r\/d5O4smHNeTb2dnJXXfdxUMPPcSJEycyjRrWZ3Pt2jVmZmYy3V5bhe0inkL34XA42LNnD7\/\/+7\/PyMgIgUCAhx56iBdeeIFHHnmEX\/iFX6joXJFIhI9+9KP81\/\/6XzMqDbD2d3\/sscf47d\/+bT7wgQ9w8uRJnnjiCWKxGH\/xF39R9HyPPfYYjzzyCJ\/61Kc4evQon\/rUp3jHO96RiaIqhR3xbBCFZnNCoRDd3d3U1tZy\/vz5iqTqN0I8q6urXL16meMnNOrrq++uEkocU6lDlGk0SCYlyaUkrtAkHjPLFE6PIjv2o7z0PBKBefwU7G9FKBEKLV96eObmtd8gnnA4TCwWo76+PjPR\/VZ0IM1uVID17cmRSARFURgYGMhYP2xFusfCVhJPPizZGuu788ADD2RmiLLVJrKbOG7F\/qEcDMO47cOyld5H9jOgKArLy8v8yq\/8CgcPHsw0u1SCX\/u1X+N\/+9\/+N975znfyu7\/7u5mfDw8PMzMzw7ve9a7Mz1wuFz\/zMz\/Diy++yK\/8yq8UPN+FCxf45Cc\/mfOzd7\/73TbxbAUKzeYMDAwwOjrK0aNH2bNnT8Vf5GqIR0rJ5OQkMzP9PHDGj8NxCwOhWhKZciDI3XFLIBVXiU9OU5tYwFMsNmpY+4IKJKK3G3q7kS17ME8dR3iSOTUglzOS89Lx8XHGxsZwOByZLqhUKkU0GqWhoeEtE\/0UQn578uTkJGNjY+i6Tn9\/P8lkMtMVVl9fv07Qc7Nh1Zi28zO3VAsKqQVYdY\/s2ZhsItpMkt4pEU8+8VgGilZzgdXsUg7f+MY3eP3117l48eK6383MrG0GrTqlhebmZkZHR4uec2ZmpuBrrPNVCpt4qkD2bI5VEE0kEnR1daHrOmfOnCmaGy2GSolH13WuXr2C17vCA2e8CHFrDQlCGJhaTabRQEoNGRPoE4N40pEyCTRQ0isY+w+j3Lh+85wzE4iZCaTXT\/rkaRIiTaDZQe1uiakbGNLMqP\/ee++9uN3uTIfY0NAQw8PDjI6OrquHvNWJyOl0cuzYMWCtUcGqD2U3KlifR6lGhY1gu5sboPiCn2+LkT0bk9+SXF9ff8vdhDuVeKLRtXpsNV1t4+PjfPzjH+fpp58uGcXl\/+0reR428pp82MRTIUzTJB6P093dzZ133omiKMzOznLlyhVaWlo4duzYhndfqqqWJJ5wOMzVq5c5dYeDYNDDWmnu1msDQolgGgHEUggxew1VmlU9EGJ3Pdwo8PNYBMcrz6OaMK22oB7cTSLSz8DSAkII7rjjDmpqakin05mi6vT0dEa2JV9h2lp06+vrb2uqZTuQn170eDy0tbVlusIsQU\/LzCzbQ2YzGhV2AvFUKhCaPRuT3ZIcCoWYnJzEMIyc1u1AIFDVe9uqrrZq78NKx1bzt37ttdeYm5vjnnvuyTnvs88+yx\/+4R\/S398PrEUwu3fvzhwzNze3LqLJRktLy7roptxrCsEmnjLIns3RdZ25uTl0XWdwcJDp6WlOnjyZGRLbKIq1VEspGR8fZ35hkLPnfGiaCRhI04Ukza2sF1JqsJxCWRlHLE4hqhQOBVDSIYzWdpSpscK\/V2C3nIGBGV5eDtH2\/vcxPDxcctjScpHs7OzMGdwcGRnh6tWrmVRLfX39hqbkdyKKLY6FBD2tGojlIWPpqFnkXC0x7wTi2YhAaKGW5OzWbStdlE1E5aLFnRrxxGKxqiPdd7zjHeukuP7ZP\/tnHD16lN\/8zd9k\/\/79tLS08IMf\/IC77roLWJtPe+aZZ\/jiF79Y9Lxnz57lBz\/4QU6d5+mnn84YPVYKm3hKIF\/2xlowX3nlFTRNy8je3CoKEY+u61y50kNdfYT77\/fkpNaEEsM0Awixmn+qimAm3SgzQwh9rWEgpARpMJc3dC7R2QZFiCcbnY4V6g8cKJo\/LtRckD+4aaVaQqEQ165dI51OEwwGM9pityLsuZOtry1k68dBbqNCtgV2to5aOWLeaarQG0V+67aUsqj1tUXUbrc7573vVOKJRCJVE08gEODkyZM5P\/P5fDQ0NGR+\/olPfIIvfOELHDp0iEOHDvGFL3wBr9fLRz7ykcxrfvEXf5G2tjZ+7\/d+D4CPf\/zjPPzww3zxi1\/kfe97H0899RR\/\/\/d\/z\/PPP1\/Ve7SJpwiyZ3Os4uv09DQADQ0NHD16dNMe0nziWVlZ4dq1Lk7d4SQYLPwnEiKClG6ESBT8fSFI0wmLK6jhoZyf19UoyHgNIlmd2RuA0EPIhl2IxbmSxzV6VogsLN1SO3V+qiUWi2XqISMjIznzMtbC8mbARhf+Qjpq1udh1UDKNSrslIhnsxd8IUQmeu7o6Mjo74VCoXX6e9mGeDuFeLIj12g0ekvDo8XwG7\/xG8TjcX71V381M0D69NNP59Spx8bGcj6Tc+fO8Y1vfIPf+Z3f4dOf\/jQHDhzgySefrGqGB2ziWYdCvjlrhf2rLC2tLZwdHR2b7g9vmiZSSsbGxlgMDXHmrBdNK74bFkK+ISwoEKL0rllKAXENMTuAMNcPfQoMzEA96kaIB4k8dADKEI+qSGZ+9BxiV03Rxa5aB1LL4MwaTrQWluw0lEVCt7sVd6PYzEjL6XTmEHOhafjshdbn8+0I4tmKe8hva882CrSM3oQQmVrRRtKWm4X8tm6LeG71M\/rJT36S899CCD7zmc\/wmc98puLXADz66KM8+uijt3QvNvFkodBszsrKCl1dXfh8Ps6dO8dzzz236WrSiqKQSqW4fPkSDY1R7rvPU5ZMAIRIlk25ScOFmJtFxErL5Cj6EkZwD+rKRNX3L+QyMhBErK6UvsbYFUTz+dsiElpoXia7FddSUbbSUMFgcEfsbuH2qQbky9dEIhFCoVBOo4LP58MwDBKJxLZFiNsRaeSncdPpNC+++CKKouSkLbPriVvlWFuoq+12RDzbCZt43oBpmqRSqZwvwfDwMENDQxw8eJDOzs6Mg6BFTJt57eHhPu6620tNTXV\/EkVZxTR9KEquBI6hg4gJlPlrFTcOCDWFVJwIs7qJcSENjMNHUF97peRxezwLjOrGligXaJqW45eS3QE1NTWV6YCqr6\/PSNJvB7bqutmNClbqaWVlhampKUzT5MKFC5kI0YqItmrHv92210DmvXZ2duL3+3Nat635Kqt12xKCvV2NLcVqPG8l\/NQTj5VasxSlreiju7ubWCzGfffdl9lFw02Ttc269ujoKF5fkrvv9uFwbGwREiKJlBpCrKXREhEFZW4Ml0yWeWXeecwkZv0e1IUCPdJlIEUYQ3Oi6sVJy+MyYHAceecdt5xqqxb56sCWntri4iKpVIqenh4aGhoyqTmXy3Xb7iUf25Hqsuphln7avffem+kgtHb8W9VBuBMaHKz7sN5jvq1BdtrSUpPOtn\/YzEHfQhHPW0mZGn7KiadQam1xcZHu7m4aGhq466671oXX5WZuKsXaYtdNc3Oc++\/33lJrtBA60vQhEbAUw7NUvsus6Ln0RUxfE0p0vqrXORQT4+QdcPnVksfVzk9sux9PdgdUe3s7L7zwAnv37iWdTjM5Ocm1a9cyUi1Wfeh2pVm2WxjVqq\/kNypk7\/izfXasiGgzF9qdUNS3aqzF7iO\/dTsWi2U+n7GxMaSUmzboW6id2iaetwgKyd5cv36dsbExjh07RltbW8EHZzMinrUvcxd33eUiUGVqrRikYSIWwiixqVs6jwCk24WMKgiqI1jFoyMVFWEW\/3w6PCGSBfxXtnPHa6WhrDblbKkWyz3S8tu5HTI2222LUOj6+R2E2dYP1kKb3Zrs9Xo3\/D52CvFAZS6o2Y0te\/bsyRn0DYVC3LhxI6f1vVoFDjvV9hZEIUvqeDxOV1cXpmly9uzZkruLW4l4pJQMDw+zujrC+Qe9COEHNjaLc\/OcAhlVUJf6kShIRw0iXX13WjaEsYpZ34EaGs69FgJUNwZOIqtxhCHxOZwoyTgiEobwOMbuo6hT1xCy8GfUFNTpvXZjnSHe2nvZGbYI+VIthWRssoc2b2XR3W5UUl8p1KhgzcgsLCzkKCpYn0k1jQo7ocZjfac3kk4sNOhrWadbChxOpzOHiEp9PvkW3NFoNEdZ+q2AnyriybekVhSF6elprl69SmtrK0eOHCn74G3UuG0ttdbF7t1JDh\/xABIpI0jTjVAqn8XJhjQdsLiMmljrWBOYpKSJaoJ6i99jIVKYahPEE8QWF3ClEmixMMI00IDaIq\/TEjMkRDsuRhFFiCTVfRkezu3738lGcPkyNvmeMg6HI0fWx5L5rwTb3c68kevnz8gYhpFpZZ+cnKSvrw+Px5Oz0JZqVMhfaLcD2QaOt4pC1umW4oT1+WQ3ctTW1uY8M4VSbXv37r3l+9pJ+KkgnmzZGyusN02TK1euMDs7y6lTpyrWGtpIV1soFKK\/v5u77nbj9998oISQSCSGAdV+72Tag5gbXteB5lSSxLQ6vGUsD4qeV3EhU06UsetIdwPKwDWqyS6LxCrCXUsy3o6LsYIddfXx9TWoN0vEUGjRXVlZyaSgent7q1YP2E5sBvFlKwJAbit7dqNCdit79mdi+c9sJ6x14XY8h6qqZtK0sF5xwmoesJ6XbENJWIt4NkMhZSfhLU88hRoIIpEIly9fxul0cu7cuarE96qJeKSU3Lhxg2h0lHPnvahqoaJ6knhcxe+vjMykFMiYihrqL3qMV4uwEnERdFbe1SaFA2l4USYGUIw1AVIRn8fsOIoy2lfxeQBcrhDLzy\/CfftwGaPrPHr21MVYmpzD2VSbew87NOIphfxFxVLbDoVCGfWAbBvsfOHKN2PEUw75rezFpI6sz2QndLVtZdRVSHHCIurBwUEArly5wtLSEslkckNdbV\/72tf42te+xsjICAAnTpzg\/\/6\/\/2\/e+973AsU3el\/60pf4t\/\/23xb83eOPP84\/+2f\/bN3P4\/F41TNgb2niKWRJPT4+Tn9\/P52dnRw4cKDq3HKlEU8ymaSnp4u2PSmOHF1LrRWD328QjSr4fKUJTUoHhMKosfIdZ16PROJGGKXTeBIVSQBl8gZKOl7ggBXiqhtPmfNkQ6SieB8+TOzpKyTuaKfWn6tqoCgw\/8zztD36v998zQ5OtVUDp9NJc3Mzzc3NmaJ8KBTKRERAjqzPdmMriK+Q1FF2R5hhGHi9XhwOx7bVzPKjjK1E9jOTSqV4\/vnnaW1tzShJr6ysMD09TSgU4u1vfzv33Xdf2Qhxz549\/If\/8B84ePAgAE888QTve9\/7uHTpEidOnMjIf1n43ve+xy\/\/8i\/zwQ9+sOR5a2pqMsrWFjYyePyWJB4pJclkkmQyicPhyFhSX716leXlZe6+++6KjJQKoZKutsXFRQYGerjrbjc+X2W7KJfLzJnFyYfUPYi5EYRRWRTjUCWmFoBYoqArqEQgRS3KzBhKonj7tWKmSTc345kqbg5VCE5tnpjPDd1j3Aj42H8q9zNTJq5w48bxTHrhrehAml2U37NnT2ZmJtv2QVVVNE1jbm5uW2RatjraKNQR9vrrr6NpWqZmpmlaTs1sK2aqdkJnHdysNbW2tvJv\/s2\/4ZOf\/CQPPfQQZ8+epbu7my9\/+cscP36cZ555puR5\/uE\/\/Ic5\/\/35z3+er33ta7z00kucOHFinaL+U089xdve9jb2799f8rxCiFtW44e3IPFYqbXR0VEWFha45557WF5epquri0AgwPnz56sq\/uajVFeblPINeZYxzp33oiiVL6Saxht2B3rOTI+UAhnXUBb7CxJIKSj6MqanBRG\/6Z8hAanUocxPo0Qqk8epUaLEmvbinR+v+NoiHcf70EFi379C\/WqU4Ss+9p28ST7tNcu8vhxmdnaWdDqdkW9ZXV29JZXpnQxFUQgGgwSDQfbt24eu61y\/fp1wOLyuFmINbd7uxXC7U33ZM0RtbW3rCvHXrl3D6\/XmzFTdDnLeCQ0OcLOxwPqbCCGIRqN88IMf5F3vehemabKwsFD1Of\/yL\/+SaDTK2bNn1\/1+dnaW7373uzzxxBNlzxWJRDK1zdOnT\/O5z30uY6tQDd5SxJM9m6NpGoZhcOPGDW7cuMGhQ4fo6Oi45S+ZpWyQj0QiQU9PF+3tOkePlU6tFYNQojnaa2uptQhqbHbD9yuMEKYziJJawVRrEYuLqCtXqj6P060j3T5EIlr+YOs1yhzxgBe5GqMuHGX4qp99J9YiOrdTUj+\/wh3v+Vni8Ti9vb0kEglef\/31TLF6O1QEthKapuH1epFScuLECZLJZKZt++rVq+i6njOUeDsIebuJB3KjrvyaWTqdzhTiLfvrbOmazVJU2M5UW\/595L+f7BqPoiiZNv9y6Onp4ezZsyQSCfx+P9\/61rc4fvz4uuOeeOIJAoEAH\/jAB0qe7+jRozz++OOcOnWKcDjMl7\/8Zc6fP09XVxeHDh2q8B2u4S1BPIVmc6SUhMNhkskk999\/P8FgcFOuVSjiWVhYYHCwh7vv8eL13qqvyJrdAQaI+bGMZ86Gz4dEqi5kzIE6f3XD59FkGrN9H+J65aQl0gm8Dx0g+r\/WDKnqViIM9wfYd2SteUEOdiPE2\/B6vfj9fhwOB\/v27ctpzbVUBLJVpm\/HznQ760vWoutyuXJkfSzbB0vGRlGUnBTUZoh67hTiKbboOxyOdY0KFjkXalSo1nW0knvYSpQjnmpw5MgRLl++zPLyMt\/85jf5p\/\/0n\/LMM8+sI58\/\/dM\/5aMf\/WjZ5+nMmTOcOXMm89\/nz5\/n7rvv5qtf\/Spf+cpXqrq3Nz3x5M\/mCCGYn5+nv78fIQTnzp3bVLmT7BqPaZoMDg6SSk1y7rwHRbl1KR0hJGZUooSGqlYOKART1L7RGt14y+dSYjOYbQdQJofKH\/wGHHKGlEPDmV7bFNQtrnKtN8Cx42la1JnMwmctFtkzEPv378+oCFhdYptp\/rYTUIzwStk+TE1N0d\/fj8fjyRH13MhzvhOIp5oB0kLknK2oAOTMD1XaqLBTicfSFdyIcoHT6cw0F9x7771cvHiRL3\/5y\/yX\/\/JfMsc899xz9Pf38+STT1Z9fkVRuO+++xgYGKj6tW9a4smezbG+PFJK+vr6mJiYoL29nZmZmU3X2LIinkQiQU\/3ZTr2JmnaFURRqhPkLAQpgTCoC72YrmaEDG34XIYJwvCjTvcCIKLTmLV7UZYrr9MUgnCmkU43IlVZJCb0JKl9tTiv38xL715e5epVPydO6Ay\/2sOu++4ACi\/C2SoC+V1ilvmbRUJv1rRcJQtjPiFbszKhUGid7UN9fT01NTUVLaQ7gXg22uBQqFHBat7IHu7NlvYp9nwUijS2A4WGR6WUOeZsG4XVdJWN\/\/7f\/zv33HMPd95554bOd\/nyZU6dOlX1a9+UxJM\/myOEIBaL0dXVBay55Om6zuTk5KZfW1EUEokEly+9wD13OvG4JZLoGwoEhTvSKoFhgLKURHnDD0dJzhKRPvyu6iwKAEzhJjo9S9DI1W0TyUVMTy1KfHnD9ynSMcyOwzA+Auk44o2Zn1JobTeYG9Bwy5ufT9tKhN5ePzJ+Ee67o6KutkJdYtuRlttMbDTFV8j2wUpB9fT0YJpmpj5USkttpxDPZkQb2cO9nZ2dOY0KExMTmUaFQlHi7Yp4pGkiqjhvIWVqoOpU22\/91m\/x3ve+l71797K6uso3vvENfvKTn\/D9738\/c0w4HOYv\/\/Iv+U\/\/6T8VPEe+7fVnP\/tZzpw5w6FDhwiHw3zlK1\/h8uXL\/NEf\/VFV9wZvQuLJn80RQjA1NcXVq1fZs2cPR44cQVEUVldXb4tvzuzsLDX+KHeecKEobxAfBjKtgmtjxGMYCsmxKXxmbuHeJeOYeFConHxMJYgyOULQWD+TI0wdXD5kUivoRFoO0lmDaTgRg73oehAGx5BOF\/h9CK8XPG6Ey4EuIBKP4nQ58HldpMJRInUm7lCuUVzrcoShwTVy3MjiVyotZ3moZC++xdJy273wbsb13W43ra2tGfVkS7Qy2\/TN+hzq6uoyO\/+dQDy3S6stu1HhwIEDmUaF\/Cixrq6ORCKx6Z+DkppiaUIS3N9W8WsKEY+maVVH8rOzs\/zCL\/wC09PTBINB7rjjDr7\/\/e\/zyCOPZI75xje+gZSSn\/\/5ny94jnzb6+XlZT72sY8xMzNDMBjkrrvu4tlnn+X++++v6t4AhHyTTO0VsqQ2DIPe3l7m5+c5depUTrdHLBbj2Wef5d3vfvemPFDxeJyenst07knSWqSN3VRrUbQCQ5glIE0n5sQYWrpwt5jprEfIcNn3IBFII4Ay2V\/W+G3F9BNMV57GiysBjJU43tB0Rn9Nunzoo6uIaKSicxgGTNxw05AXwZkSlv+PXydcu9YQcvjw4YrvqxTy03JLS0tF03IvvfQShw8f3paBzqGhIdLpNEePHr1t18je+YdCIVZXVzORYSKRwOFw3Nbrl8MLL7zAiRMncnyvtgKWOeDS0hJzc3PrxF832qgAoCVHUSLXufrKHg6991jFrxseHiYej2caAHp6enjve9\/L8vLytm8QNhNvioinkOzN6uoqly9fxu12c\/78+XUdGdauYTN2dHNzc9wY6nkjtVb8OGHEkYpAVDi\/I3U3YnIIrUTnmpIKrc3iGMWtq6VwwqqOGqpM2iaoRMraXEuhIN27YH4B98L6ZgKRjKIe7cB8rbJOOVUFLQixsIrXeTMSVQQsP\/X3qL\/07k21FK8mLWcYxqZHx9Xe6+1EoZ2\/RUKhUAjDMIjFYjmdYVtZaN+uwn62OaDVCev3+1laWmJkZAQhRE59qCJrAylxJAdwJq4xOeInHa8uVV7IEuGt5sUDbwLiyffNARgdHWVgYID9+\/ezf\/\/+gg+D9cfTdX3DA6OmaXL9+nWkPsG5+x0oovTiJEhi6nUIZ6z8uVNulPFrFXWuifgcprsWxVxvoSCVGsT0JCJZnb2CklpCuoOIRG76S6oupFYHEyOIaHfpcyyPY544BlevVXTNtl0JuuaCdGqrOerZu+cHmYq9HeG6fYtPqbRcKpXiypUrFaXlNhvbkXDIbtiwtAcDgQChUIjx8bXmk6oX3FvATrBFkFLicrnYu3dvpovQUiGfm5tjYGAgY22Qn67MOgnOxBUcyTUH3\/4fLeHeXd0YRyFLhLeaFw\/sYOLJns2xHsx0Ok1PT0\/GqreUR4X1x9voLjoWi9HTc5mDnWmamzQqHQgVchlp+hBK8aK7jDtRpq5WrEQgMCGdRKoqgpvkZ8ogymh\/Ue+bkuc000i3H5mMIKRxs34zNohIV975pqTniXl9uGOVDZZ2dMS4cT3AoaabROkROqHvvET9B9ZPVd8uZC++S0tLmWL0dnTLbbdIqMPhWGf7EAqFMguuy+XKWXBvRfmjEHaKSGg2+WWrTGQ3Kljk3Nvbm+tSG6zBl+pBS69lEUw0rnx7mNP\/tPL6DqxtlLNFi2Ox2C25me5U7EjiMU0TXddzUmtLS0t0dXURDAY5d+5c2YdfCIGiKJmh0mowOzvL8I0e7j3twu2qbkcqkMg0UGCdkhLkqoI6X1mEkHNeI4qp7ULIJaTQILax8+ScM7GEUdsJC3OIgSGUDey+FSOF80Az8spwUf+dbNQG0rgCMJGoYY\/7pmFdw\/U+THmmxCtvH4QQOJ1OGhoaCqbl+vr6Mt1Qm90tt90l1vxUdKHOMEs5YHR0lKtXr2ZsHyxZn1v9LHbCDE25dupCigpWfWho8DonW0MEa25uClcWPRgpSTpWvuszG\/kRz1vRfRR2GPEUm80ZHBxkZGSEI0eOsHfv3orZv1q3UNM06evrQ2Wa8\/c7EGVSa8UgiGDqdSjazZSblAosJVGXigtyloOSnMNwtaDOTyBiG\/PbyYbpbkYZ6EL6mysijWJwxhYw7jiB7KpM1eDAvlWudjcyZzjY5Vv7Yu53x3itewyOVV6IvV2opFvOGmJtaGi45bTcdu5my0UbqqrS0NCQEdVNpVIFlQM2mqKsxnL6dqJa8stEzI21uKOzqHk1wq4frukjLs2FqtIfLNTVZhPPbUS+7I0QgkQiQXd3N6lUijNnzlQ9RFWNaVssFqOn+xKH9hvsalTZiNZaNoQRQSoaQllTnWZuGSWycc01AKkGUMcG1hRFb+U8QkPKAMrAmpQN0TlkTSMiXJ34YDaU2CT67t2IPLn1QnA5TBr36Uxe81PjWsatrX3W4plX4cPv3vA93C7kW2FnS9mMjo6iKEqOttxmSNlsFaptvnE6nQUtDrJTlPn1oXLXhzcf8QAIM4478iKKmdvZKYEbf7cWzcdX47z++uuZzYyVrixWN8vXjLObC24jsmdzrBTZ7OwsV65cobm5mXvuuWdDCgSVEs\/MzAxjg5c5fYcXn39zOqsEaUzdB5qBmJ5GJJZv6XxSDSDGRxHpONLTgETZkKSOdASQSxGUpZueGsJIg9ePdDgR6eoHVoE1S+xdbvQ5DWGUT2\/uqQsx7ainb6aG03vWGhyOJGdJrkRxBXf2Dq+Q1cHi4uI6KRtrkSmVwtnuwvqtdH3mKwdk2z7MzMxw\/fr1HIvnQrYP2VJX24lqlQuEsbpGOnJ9R2oy6WNlYm2swu\/289BDD62zw3A6nQXt0g3DyFnrrBrPWw3bSjxSSlKpFMlkEk3TMh02vb29TE1NceLECXbv3r3h85cjHsMw6Ovrw5Ea5tyhBFL4YRP00SwIIw7TIYS+fEvnySYdABFfxAy2IxIzZV6ZC9PdhBgdQikgdyNiS8hde6EKHbb1EHDiDoz5FZTIImJ1ueiRioCWzijLgzVcnfNxYlcUn0PS\/\/j\/4uTH\/\/Et3EP1uJVFL7sIbaXlrCHF69ev56TlbkXE8nZhMwdIC9k+WJ+FZftgKUtb9aE3Y8Sj6CHc0ZcQsnD9ZqrvZrYkHUut+1yy62bZjQr19fWkUqmcut9GBUJ3OraNeKzZnPHxcaamprj\/\/vuJRqN0dXWhKArnzp27ZZ\/xUsQTjUbp6X6do80rNDW9MfSZWEB66iqewykFKR2I4SGMtAQvKMrGvtz5pGNBWRnDrN2DEp8r8sqscyCQjibEwNWSw6XK0jhG2yGUycpF\/6TTi+lrQs6HEH3DKEDKuY9UzypKXS3angZUn4qMrSCW5tCy7L87diWZmU7jiLiYTpjsdsfxdL0GbC3xbCby1ZSzU1GF0nI7rblgM5Fv8WwpS4dCoYztQ01NDXBzgd0uUq6UeBR9Hnfk5Zzu0nxc+e7N76SeWE9O+XWz7EYFq7V\/cXGRl19+mZWVFVpbW6t6L+Vsr3\/pl35pnffOAw88wEsvvVTyvN\/85jf59Kc\/zdDQEAcOHODzn\/8873\/\/+6u6NwvbQjxWpGOFlYZhZIb62tvbOXTo0KbsgIoRz9TUFBM3unjgQBKnevPBEDKNTGrgqa4TJR9SqoixKZT4CgoQSzXjcVdvb1CMdDL3uzpPQnXgFiVatzU3MiZQxisr\/CvL45gNbSiLxXXupFCQwVZkXEeODCOM2ZzWcJeYRd9Vizm3TGrpZtu0YQqiOElrCg63xB\/QOXRgleHuOpbnPXiakrS7o0w818Oeh6oXHtyJsNJybW1tOamo6elp+vv7UVUVj8fDwsICtbW1my5qWw5bKZmTrywdjUaZnZ1leXl5232YKkm1qczjTFwpSTqGdDH0zI3Mf1fS1ZZdQ5ydneX48eN0dXUxMjLCSy+9lPGreuc738k73vEOTp8+XfJvVs72GuA973kPf\/Znf5Z5Tbku4QsXLvDhD3+Yz33uc7z\/\/e\/nW9\/6Fh\/60Id4\/vnneeCBB8q+x3xsC\/FYdRwrvx2NRrl+\/TqnT5\/O7BQ3A\/nEYxgG165dw62Pcu5wvODuX8SX1gzPNvhllCgwtYiyenPX40kuIt31CCpXsJZqADExVpR0AISRxJQOpCYQYv17Sak1OObmUaIrBV5d5JzSRDHj6A4PWt61pa8eU\/Ujx8YQ42ut3IU+JZGM4T0QJLKorMlkvwFVEdSgr2UzY2v\/orpCXE0RMFzcWAhwR+sKc09+h+YzR7fcBvp2Iz\/lkk6nuXLlCul0moGBARKJxJan5bZLq00IkUkhTUxM8NBDDxV0Hs1uYb+dpFwu4tHEFKoxi6KHix4DsDiV+8ym49VtYg3DwOv18o53vIN3vOMd\/PzP\/zxHjx5l7969\/PCHP+R\/\/s\/\/yaVLl0qeo5ztNaxtAqqxsH7sscd45JFH+NSnPgXApz71KZ555hkee+wxvv71r1f1HmEbU21CCMLhML29vUgpOX\/+\/KbvcLKJJxKJcKX7dY7tDtPoK7GYm3HMVAPCVb3NgQT0qTCupdxoQUgdmRJQ4dxdhnRS5RUQvGYE09ueY28NsJzyEpy7sbHh0mSEuMuPX0+C5iTpqic1M49vYnTt9xWcQwlN4z13iNhzpWtGAc3kZFOUrkkHtarG61M+TrZM85Pv\/5C63Y2ZluWtlnHZCjgcDjweT6Y+lO8tY0m23M5uue0WCbU2n9ndcPm1MouUa2pqMgX5Sm0fKkVx4pE4lDFUMY+yVL5jc+DZXAURvQriMU0TKeW6duqDBw\/yL\/7Fv+DjH\/941anZYrbXP\/nJT9i1axe1tbX8zM\/8DJ\/\/\/OdLOpteuHCBT37ykzk\/e\/e7381jjz1W1f1Y2DbiGR0d5dq1a+zZs4fJycnbElZbxDM5OcnUSDcP7M9NrRWDiK+Cq\/rp7MRMHF9otODvlNgspqsdIUtHH9WQjgWxPIYZbENJzCMVDWn6qZ29XtW95yMgUuhNh6H7Mg59no3EHtrcAM479pHqLvyZWFAVaK2PElqpoQE3w8tpmvoWab73ThYXF5mcnERKmVmEGxoaNn0R3q5aS\/Z1y6XlsrvlNisC2G7iKTZHlF8ri8fjGVKemJjICHpaz0Slhm+FYM0PriceiVMZQlPmMCKU7SKVKHR9cyTnZ9VEPNYmOZ94spsLKn2PpWyv3\/ve9\/KP\/\/E\/pqOjg+HhYT796U\/z9re\/nddee63oOjwzM0Nzc3POz5qbm5mZqa7BycK2EY\/P5+O+++7D6XQyNjZ2274As7MztNaEOXsoUVa12YKir2Cm2xCOyluLwzNxahdulDxGrM4jfV6EKNxurONFq5J04I0IJLqI6WuA+RDK8q2RjumtQy5GUccuYe7ZByPVOwxacDFDot6HEiotqdPiSzOfNiCmoMT8GN3X2L37o5l6gNWybLXpWotwQ0PDm8J3pxQKPfeFOsSshXcz03I7gXgqiVw8Hg8ejyfH9iEUCrGwsMDQ0FDG8M36PKqR9bFaunOfIROnch1NCWHoXrRE6c0TQHTVR3I197utx9NIUyIqaC4qRDwbbacuZXv94Q9\/OHPcyZMnuffee+no6OC73\/0uH\/jAB4qeM\/85uZVnZ9uIp6mpCV3XSSaTSCk3\/QuwurrK4vwUp\/ZE2VWzgWaBeBIcld3P0myChjKkAyD0ONKsB3W9lUA0qeJdHEekq29CAEBxImfCObWljcAMtiEHb2QcRkVonHRDC9rixnY2IhlH2xvEXMmt9xTCsZplfrxQywGvQngBhn94mX3vOJ0j45K\/COf77jQ0NLyptK0qjbTyjd+yLR8sy+dsbblKI8KdMEdU9eCmEAQCAQKBAB0dHQV11Px+\/00dtTIbk\/XqCToutQ9VhJFSRQlXNvg9ernwRlVP6jg85XMG2R5jcNP2eiPuo5XYXlvYvXs3HR0dJS2sW1pa1kU3c3Nz66KgSrHtA6RWuuBWVKSzIaVkcnKSmbEeHjwcx6VtUPYmtYA0diPU0sOQS\/NJ6uYrn30Rq5OYdW0o8ib5SNWPc+4Girmxbjrp8CJnQijhEGbLAdRw9fbWUghMXxuiN1e8VBg6miNO0unGVaHddT78iRX0Cuo9mgJHW6JMzPlpdmsMP\/4c+95xev1xWYtwtu\/O4uIiIyMjObpa1e5+twMbIUmPx5MR9ryVtNxOiHhu9fr5OmqpVCrTnpwvcVQoOswlnhRutRdFrGUdzISKZlb23Hf99VTBn6djqYqJJ58gN2uOp5DttYXFxUXGx8dLzkyePXuWH\/zgBzl1nqeffppz585t6H62nXisXcZm+KHous7Vq1eoUSY4c7Dy1FohCEAmJJSIcsMrOnVza7Mr1ZxXRCNIz1onmlT9iIlxnBslHdWJDCUR4TVjN2VmCKNlP2q4uNfOunM4PJi6G9Ff2FtHSUQxfAGkqSM2ILoqa+oRCqQPHGC5a4J6bzLHFiEbe\/1phkMpkoaLltAiQ8\/3cuDB40XPXch3Z2VlhcXFRcbGxujt7SUQCOSIWubvsLe7uH6ruJW03E4gns2OuJxOJ83NzTQ3N2c2JtlNG0CO2rb1GahKCpd6FUUk37g3N2q0sk1cSvcy21s461Fpg0Eh4onFYptqex2JRPjMZz7DBz\/4QXbv3s3IyAi\/9Vu\/RWNjY85MTr7t9cc\/\/nEefvhhvvjFL\/K+972Pp556ir\/\/+7\/n+eefr+reLGxrV5v1v6qqbkhFOhvhcJjLly\/jTac5fKo6F9BiEIkFpKcBoaxPEUWjJjXTIyiyesJUUisYnnZQDcTEeNU1HQtSqJhxB8piLsmIhQkSHi9uowJfIH8TcnoRES6dSvOnVjHb98GNyuo9ur8O4WvEmFtG9s0CC\/g0B3MpLwtJjQTgdBo0+NM488RYz7RFeXrQyfGAYOir3ylJPPnI7o6Cm6KWi4uLXLlyJcdlsqGhoayW2FZgsxf+atJylkzVduF2p\/qyNyb5tg+WfI3D4aAmIHCIroznlpRAZLVi65LZG8WPrLTBIJ94TNPckEhoKdvrNSflHv78z\/+c5eVldu\/ezdve9jaefPLJnJRevu31uXPn+MY3vsHv\/M7v8OlPf5oDBw7w5JNPbmiGB3ZAxANkhkg3Aikl4+Pj9Pf3s2\/fPsyhNCZRlCpmZopBSB2ZUMGbSzyJhMQzMYqib\/waSmwJGUlvnHQAadagTPWv+53QU5B0YThU1BLEaAb3Ivv7KtJWA1BmhzEPHIGh9dcEiLtriEs33piOuL4A5LqmCj3NrpYoi9Ne\/EJAWmVlSWUpDWgmzf4UQZeBU4WTLatcn6nhgIzR9\/3XOfqeuyu6x3zki1pGIhEWFxczXjNutxtd1wmHw9s2wHm7kZ2Wk1JmLB+mp6eJx+P09fXR1NS0JfMy+dhqL55Ctg9LoRvsbppDU29+V6JhCKSXKz7vtR8Ut5KvlHgKmcABVdd4\/vt\/\/+9Ff+fxePi7v\/u7suf4yU9+su5njz76KI8++mhV91IMO4J4qlGRzoau61y5coWlpSXuvvtuGhoauNp9mdUlF8G6WyceAJEIId0BxBvkb5oqytgwWnpjhAFvSNjMRSCeRHo3luowtV0og8XVCFypVWKuZnzGevsEKVRMdzOi90rFOzoLYvYG5p59iInhtXPVNZNWfMTHZnBPLZfKTALgd+nEG5IkFl2oQqAADQ4ABT3qZjimspJM0uTXcblTRIWH0H\/53oaJJ+fes4rSnZ2dGS2xa9euMTU1xejo6KbaHVRzX1sFIUROWu6FF16gra2NZDKZk5arq6vLzE\/dzvvbbi8eh7bM3paFnPeo6yre1FxlA2uAiYPe7xZvLtIr9OTRdb0g8dgioZuI7D+0pmlVp9pWVlbo6urC4\/Fw7ty5TP95KpJiqjdF8Pwm3aeZYGXRSbDJhZQKytQC7lR1NtP5kKIeZeo1AMzAUYRZnR2B6WpB6S9tSw3gXZ3F2H0QdeWmB5Dp8iOjAjGxMRM5ISVKcgW97Tj68BRcXRuqq2aqpimQZDylQmR9wbVGGtQ4NUhptLlMBpMO9ss4l598ntMffnBD91wMlpaYy+Vi\/\/79+Hy+TFrO0lWzUlINDQ23pUlhu7XagIz3EOSm5Swb7GwV5c1OTW5nV52qzOMUgzmqH1KCSEhUUfng9fK8m1IZ93QBvbZCyI94YrEYTqdzS6WDtgpvuohHSsnY2BjXr19n\/\/797N+\/P4fEUpEk\/S\/Pc+x89S2IxeCWKaR0I2ZXUZYLd65UCtMRRHRfvvmDiSHijXV4nJU96KanBXGtPOlYEDM3WHHXEBQxzEALcmwSEVvfzl0pZKABfVlHJsbR4+kNP0B7G2LcSAVwp4ovOnVOwT65ypUVaPofP0J+6Pxt231LKdd1ioXDYRYXF5mYmODatWs5zpu1tbWbtmBud40l+\/rF0nL581NWHe1W03LbY3stUdVZnIzkkI6RcsP4LOqrr2Dccw9KrYKgPGlc\/fFiyd+nY5XNA+ZHPJFI5JYGY3cydgTxVBrxWNpWy8vL3HPPPZn2yWwkI0mGX5zHpAGFjXnL5MOtJDBnXCiLI7d0Hik0xOg0wrxJsoqZRk0oUAHxmJ5d0FeZ2KcFIU38Zhq9tgPRf2VDEjqZ6ze2YwxMQDKBAEx\/DVJ3IpIb+5w7W1YZnqjBYxb\/YjW6TFprNKLRFBf\/2w+4\/\/\/3rg3efXXIdiE9cOBApkV3cXGR3t5eDMPImR0qZuy101Gqqy0\/LWd1yy0tLTE0NEQ8Hs\/I2NTX11NTU1P1Z7D1qTaJpk7hYBzxRlSTjKmYE2N49AR0DSHiUdRnn0G6XBh334dochZdS6SE3m+XnvOptKst\/7N4q9peww5JtVUS8SwvL9PV1YXf7+f8+fNF0x6pyFptJ7LspqZ2c4hH4oNLV6H91lItMuVFWRpc93NneIZV514C7uLdeKa7AQavb4g4pLcROT4LiKprOrBWk1pQawleHcqxyPbGwsiODozBcajCYtyCImBPS4Sp2VpcJf7+h9w6L0UUlr51AeOfv2NbVAryW3Sj0WjO5Lxl7NXQ0FBVJLDd7czVXL9Qt5zVpmyl5bLVAypJy21tqs3EoU2gySmEMDF1F2J2Ds\/SWleovqigxm8qbIhkEvXC80hNQ7\/zHpS2AAq5Mz3xhJ\/YfGlimZ+ez5BIqc863wRuu60ibid2RMRTqp1aSsno6CgDAwMcPHiQzs7Okn+IVHSNbKaupak5W\/SwqiBvzKLMjGC23omibaxV23Q0oFx9rejvvaEZUi2NOJX1D7F01cDI2IbcQc3gbuTVawjTQLYfgsXhql4vnW50rYHaG4VfJ6ZHUY8exOhdT6iVIBLXMH0qY1MKu71pHEXWoLvrDV5eSHPhK9\/lwU\/+ow1da7NgKSv7\/X7a29szxl6hUGhdJLAVBfpbwa0QX76MjSVrZLUpW+6jVmquEBlvXarNwOkYQzXnkKYDOb+EunBzWDoccxEY6in4SqHraK+9jHxNYJw6jehsRBFr68Bkb\/kSwerSKq+++iqappW0fTAMI0eRPRaL3bIn2U7FthKPEAIpZdF2assUKRwOc++992ZmM0rBiniu\/3iBo2dvPUyV+FCurA1JydkItFW\/25aqG9FfuAXZgmqmSYZ1nLV5r3V4kVMhRKK01lkhJDUf6o3JTGpPjA1g7juMMlde3gdA1jSih1KwUJqsxPgg6vHDGL3lNeIMRWN23kEyqeFTdLwOk2bCGH4HM2E\/CSkJuE12OVNky1s5FcGxoE7Pd18n\/X++F4d78ywTNmNy3jL2OnToEIlEItOkkF2gt4goe8HZ7uaCzYq4CskaFSPj7LTc1qTadJzOEZR0GBmKoc4O5kT+aZx4+ss\/uwKJ2nMJesA4cgIO7qHn28V9qyw01jRw\/8MPZmR9LNsHn8+XI+tjGEaO1FEkEnlLuo\/CDop40uncnf7S0hJdXV3U1NRw7ty5ijuKkqtrxDP07Czmbx1BqaA4WApycDrzkIrJG8iWUwi1OukYM6SjxssX9L2RecyGoyjGWpdbRpVgtfiMQDEYqhN9MY4WzyUsOTKIuacdJVRa2cBs6sC4PgZFZDbyIcavoxw5iNm\/PvIxA\/WYNbvQozrp0ek1Tx5XbvTW6k+TMmI4E14UQ2MiqhJO6TS4dXZ71xbnRpdgbyrJD\/\/jU7zndzZnnuB2wO1209raSmtra0bOZnFxkampKfr7+3N8Zt5MqbZqkO8+Wiwtl06nb+uuXogUDu0GYn4OZfo6SgE1k\/REGE+6uvELtf8qibF5prrL93Om46l1g83ZrqNWG7u1Di4vL+P1ejc0PPpmwY4wOMluLpBScuPGDV599VU6Ozu56667qmpjtSIeJETDt9b6KfGh9N7sIBNIzPnqSCcla1EnKk9DialRpHCvzdrEVMRieQ+QfEihkEp5cK+ut2AQ0kTOzWH61zdmrL1WYDQewLgyWDHpWFBmbiD2dSCFirGrnVTrcWJaG7GRKInuYfSh8ZKSO53BJNKx9vl6FEGz24GGh8FlN4O6m\/mkycEAmM92E1mqPgLcDlhyNvv37+fee+\/lwQcfzEQEfX19mYV4bGyMaDS65RHQVhGflZI7efIkDz30EKdPnyYQCBCLxZiamuLChQv09\/czPz9\/yyomFoSI42AQre9VHNP9BUlHpw7P1FiBV5fHxeEGHP5KiGf95tdyHT1y5Ahnz57lzJkzOJ1O0uk0f\/u3f0t7eztf\/\/rXWVhYoL+\/v+Ln4mtf+xp33HFHJvo8e\/Ys3\/ve99buI53mN3\/zNzl16hQ+n4\/W1lZ+8Rd\/kamp0p26jz\/+OEKIdf8SiQ0KGrNDUm1Wc0EqlaK7u5toNMr9999PMBis+pyp6M3FcrovTeD+jd+fHJhaV4wX44PoDUfQHOVzuyk8qFW0PgOIdBwzqSEdbpTpjdkbmP49OK8V1l2DNYdQmfRiOlwoWTs96fRgqPXIKxub8cE0MR1ekrWd6NcmgMpUfbNxuD5O74LAZd78QgedCqTAlF56Ymk0JcWPPvln\/KPHf31j97mNyLY5llLy+uuv43K5CIVC3LhxA4fDkdOkcDtdWK3FbKvnaLLTcrFYDJfLRTAYLJqW24gJoCJW0VI30Ea6UIzCGyhT9aK8dnlD78HUXHzz\/wtz6kD59H8lXW0ejwdN09i7dy933303+\/bt44\/\/+I957bXXuPPOO9m1axfvfOc7+cM\/\/MOSEWIp2+s9e\/bw+uuv8+lPf5o777yTpaUlPvGJT\/CP\/tE\/4tVXXy15fzU1NfTnlQtuxRNrx6TaEokEL7zwArW1tZw7d27DX7hMxANc\/\/Eih+\/fWBgvpQ\/l2noBPCFN9Pk0WmvpL4IpBanRafwb6UJLmMgy\/jXFYNR1QE\/5lmuxvIBs7cRcmUABZLAJfT4OoeqaDyxIzUHa34nZ3Y\/m9SJbmzCm5jd0ruONMfoiThyx3M9YEQotLhfgIja3xHN\/+H0e+vX3bOgaOwGWBXx9fT2tra058v7Dw8NcvXo1I3B6O1xYLeLZbpHQ\/LScVSPbaLecIkNokes4pvoRZvGGHHMijJramMLJmN7OajiC4iy\/hFar1aaqKg8++CDf+c53aG9v5z\/+x\/\/I888\/z4svvlj2vZeyvf7lX\/5lfvCDH+T8\/qtf\/Sr3338\/Y2NjtLe3Fz2vEKIqq+xy2HbikVKyuLhIOBzm2LFjtLe3b\/iLYKR0jNTNSGTwmVnS\/2Y\/Dq369IW8PlG09dg5NUKyYT+lBorDKwq10eXqr+v0YvQOgW4g9jWgpCtXSVjrYOutuGVaTI0gOw9jYmL0j0BqY+3n0ldLKulFDrxhexCL4fAryF11mHPrJXsqwRHfMq+GfdRrhT9kL7Dyty8z\/57TNB289S\/Edhb5rec9W97\/4MGDJJPJTJNCvgvrZqgI7ATiKdROnV0jKyTqWbxbTqIakzhWBlAXxkqSji7rUMdf3vB9\/8131jaUwlG+2Wij6tTRaJTm5mY8Hg+PPPIIjzzySFX3WMz2OhsrKysIITLKFcUQiUQy3kenT5\/mc5\/7HHfddVdV95ONbSWeVCrFpUuXiEQieDweOjo6bul8yUju7kUakoU5we7W6hYVKf0o\/cXlvoWpE5mI4jpQuPAXM70EJzeWrjKoRUTXcq7migLeygpx0luHeWMSUeU8jUzo6FGBskHSMRv2kppYgUieunUkgjOokqyvQYbCVZ9XCDi5K8ZrUyq73YUf06CqcPVf\/TdavvRBdrU2EwwG33ROpKUIz+VysXv37rIurNYCXO173wnEU66dOl\/Us1i3XENjkI6mCI7oDOrSDKKEzYip+lAuvr7he171tNFzeU2rUVYQgW5UnXqjXjylbK+zkUgk+Hf\/7t\/xkY98hJqamqLnO3r0KI8\/\/jinTp0iHA7z5S9\/mfPnz9PV1cWhQ4eqvj\/YZuLp6+vD4XBw8uRJrl4tXpOoFKnI+sVzqi\/J7tbq0nayb7Rs1FATmkXuP7zOxtoUDjzjUxvyAoqoAZw9125ee3oc89hxlFTpDjTpcGMsxhHx6tJzsm4X6SujSN0g3FhHbby66ERvPozee6P48OjKCtLrxfR7UCKVzT\/NxzQWY06EqVDvNjlSk+bigoouVTqC4M\/zva9HMv3Z\/8XCxx9A1\/V1lgc7dX4mG5XcYykX1uvXr2\/IhXWnEE816cNCabnV1Wnq1WHk3BLElhBKlvaaUDFVPxgqMp5EhJeJ9c3iDToR+sY6Xl+4WgMsA2BU8DWvVDInn3huh+115p7Saf7JP\/knmKbJH\/\/xH5c835kzZzhz5kzmv8+fP8\/dd9\/NV7\/6Vb7yla9UfX+wzcRz8uTJzE5uM4zgUpH1+dobzy1zz9ubKj6HafpRBsqbG2lSx1xRUWvzOnCiGiKyXPH1LEgE5nRkHWHJ69eJdTThFYVJRQoF0\/AjNjAYmppNQyqNAHzLUeTuFkSovMW1VFX04P61zrcycMdi0NhEEoGMrFf0TugKoZgLU3NBIkXAIdntksAbz4MK9zUm6F7yEE86uZFMogqDg14Vl7q2YDZEYyS\/NcZd\/\/59LC4usrCwwODgIC6XKzNfsx2WB5Vgoym+zXBh3QnEc6tddV7nMnW+YWQ0hZKOY6gBIgkdIxxBCy\/jTYTJjgNj8Rb0128QO9yKb1ciR76qEhhOH3\/zVze7RdNm+b+fHi\/fpSelXCcSutE5nnK21+l0mg996EMMDw\/zox\/9qGS0UwiKonDfffeVtMouh239Jlpt1JthBAeFiWfylVUMsxm1gJlbQVyrYgEfHkQ\/tQdNW\/vimFojynDp7pBiSHpa8CytT88JQ8ecjWLuVguazpn+NrjWW9W1JIK01gQLozevk0phhGKo\/tqSxCm9QVJpP7K\/crtvFuZxNbeQNE3MeIpVX4ClcR1Vgl8z8QnASEKRwNSpwh31cXqWBa1vFNbmkiYhM0VASbHf68Z5bYgbf\/I8pz757oyaQL4LZ7GIYLujolu9fjEXVsv4rZgL604gnlsZIHXI6zgig5irKsq1aygrCygUfYyYSwRwPL\/WKapfnyJedxCvWrlTL8D11b2kUzeJJ5Uqv66k4+UjHmvjnR\/xVOvFUwjZttcW6QwMDPDjH\/+YhoaGDZ3v8uXLnDp1asP3tCO2gJqmZRj\/Vrp28ms8AFKH5SUHDQ3lu1dM048yVLmVq5KOE19S0ZpMpOZD9FYn4Jm5R5cfca24moA7GsZUjqIYuf32lXaw5SPV0Ak9BYhjNYzhakJ1ehCp9amxdLAFYzYOqxuYLVpYQDl4kpXeWeR0lNoqnzynAqdqY1yJevEaDjyqQpvqBtxci8RJmCmO\/fB1buxtYP+j96Kqak5KJhaLZTqlhoeH0TQtEw1tZ2PB7bh29rCiJXBayIXVWtTedMQjdVyyG2V1HnNeR+2+UFbD0PA2ov1kNOdnqZcHSZzdS72orPtSCsFf\/XXu7EoirlNuylBP6EhTIpTin7P5Rro6v8ZT7XBtKdtrXdd59NFHef311\/nOd76DYRjMzKxlOLKj4nzb689+9rOcOXOGQ4cOEQ6H+cpXvsLly5f5oz\/6o6ruLRs7gnisD9swjFsinpUiHVTT\/SkazlVwgqtV7OLfgHtmCtnYhpyLoKQ3NlBl6H6UZJk6zvV+jBMHURNrszFmbWtVHWwWEnWt0DNU\/HUL85h79qLoUzlpiEV3M97hRcQGUqKmP0hKqUV\/\/Rre5kZWExpKBemHfDgVuCMQ4+KCSp12MwXR5PAAHsIxyfKfPYfaVEPHzxzOeW1+RGAVqIeHh4lGo9y4cYNoNLot2mq3+1qFXFhDoRDz82sL7oULF8pqqt0uVC0Sqq\/i0a4gQ1HkxBLq4JWy9VTpcBN5KYRIr392xYVxls7vok6Wb4BZcrYzMpS7gY3FUmWJB0BPpHF4ix+p63qmvR7ICNFWG\/GUsr0eGRnh29\/+NgCnT5\/Oed2Pf\/xjfvZnfxZYb3u9vLzMxz72MWZmZggGg9x11108++yz3H9\/9UOSnZ2dfOITn9j+AVK4STy6rm9ofseyvx68VrjmMPTcCifPlc5jmoYfZbjyaMeCiIcxQvvRZqonLQCzZjfyYvkOOIHEHJ1DtLoQbi\/m0HjVHWwpdwB9YKZoKsKCnBjHPHAAZW4IFAW97iC+vo2JgJq72kjMJTFX3qgdzS7gqPGRTCpoG1C01oB763VeXYpQp+bmvxUhUBIprv\/uU8DP0fEzhTtusg3eDh48yCuvvEJNTQ2RSITx8XGEELfdAM7CVkdb2S6sjY2NvPLKKxw6dIhQKMTg4GDGgXSrXFirEQlVk2M4nRNwYxJWUmg3yqeYJYLolBdzdq7g7wVgvhYifa4BR2K90kc2fnjRA3n2CJFwmtoK7j0dL008+fUd2FhXWynb687Ozoqet3zb6\/\/8n\/8z\/\/k\/\/+eq7qMcdkTEI4S4Jfvrq1evEgqFaK5vZo71kcPIc4vI36xHUGKXfWVjhTIpBLEXxvAfUFGo7v6loqKPhSqfu4msYOhHEAtLiHh11tuGohEPSdypyiINOTSEcfQYxmIEuUHSMdoPE++bhHTuNd3hKMLnJrIM7iq7n9MmjMYkmkgzHA8TUL005g3xqabJ9d\/9GyQ\/R2cR8smGRUS7du3KGMCFQqGMAVz2EGdNTc2mT\/pvV6rLijbyNdWKubAWUlS+VVSUapMSR+wSqieOuNyNNHxoo6VFdy0klT2kL5fumFUSOtHeJMEjbkSRrEVEePi7by+T74cdXo5DBUFJOpaGEuWU\/I422HhX25sBO4J4YGP216urq1y+fBm32825c+e4eOmFgseZaUks6sXnKxxOm4YfZXSjEUsbxguDJFqP4fWUV6rNea2vrSo3UQA9AtKsxUV1qgARtQH3cuW1GYkgMZVC9QWqFvSTQkHfc4RkT\/G6lUtPYLhU4kmtJPmYEmbiglBSRUGhyQW7HGv\/Dnklr60kGDN9RGIR9nm8eN748qqmycDnnwLeVxH5ZMvHWAZw+\/fvz6mP9PT0YJpmTjR0K7Ih2dfdDhTqKCvkwppNwpvtwlo21WYmcUVfRnHoiEu9mGkv2mRlpJP27ib+VIVjGjPLxBr34g2mCtaLri3uQbJe6NfUJZrXiR4r3Zpdbog0n3gMwyAej9vq1Lcb1UY8k5OT9Pb20tnZycGDBxFCFOxqszA7aLD\/zvU\/l4DoqexBLoTUG663yctjuM+6K1bDlu4ajO6+qmo0MlBL4vVhEArqqWa0aGVaaNHavbh7R8sfmIV06zGMniEMwHniCMpIZZ+RdHtI+lrRr5S3XvA6DISQRBJOvOrNBXg5qbCY1DClQq0b\/KqJv0CNVRGC+2pVrpspAnoNq7pkMBahqcZNk6GiYjDw+acQvK9o2q0c8usj1hS9NcRpKU03NDRseIB1OyOeUtcuRMLZLqzZc1P19fUbsmkulWpTknO44pcRIg1XhpEJB9psZRtE01VD9MfViX+mr4yTfOgwbiP3dVLR+OZfF19bZAXVgXKdbfnEE4mskdxmdLXtJFjdlDuixgOVE49hGPT29jI3N8ddd92VSRHATRO4Qhh8LsT+O9enCaTuRxnbmD6ZqblJXhxZ+49IlMRqO95AZVFPKu6sWi0grTaCPgwYxMdNfE2uogKImdfUtqD1jVd1HaN5H6ks4kj1DpPc20JwsfSMj1m\/i0RExbxReYuqRzNRPCkmVzzoUgNTEnBImlwAldWADismV9QFVL2edncQUjCejmE4JXvw0v+7f0Opmk+lyJ+it6TtFxcXuXbtGul0+k01wFrtDE2lLqzWv0qaFIql2rTlKzjNYZAG5ngMozeMmJ7FcLvA5QSHExwOcGhr\/1QVoSqgKkhFJT4UR4arN21MPHcd5V1HcEZubtRmlQ7mZ4qntr1BP6srpYevy6kX5DdWRaNrc3tvtYinqamJ6enpnRPxVJJqi0QiXL58GU3TOH\/+\/Lo0R6mIp\/\/paR759QOIrDqMBETXBpWYgYTWCOnlzH8nLw\/jeqgGldLdbSlvM8ql6qIs2bCb5Os3CVLOL5Jo2IeX4jvAhOZCTISrsqU2\/UES4ytrZvKZi0mc4yFW97YQKEI+xp79JIYWkInqRBd1A+YibupcBosJFZ9jY6mnk34vN+JLrCSDuBUndQ4vSIinJbqi8tK\/\/y7y\/\/nf6Xz44IbOXwj5StPZC3GlA6w7LdVWKUq5sN64cYOrV69W5MK6LtVmGrhmfojqiiENDbMvhOy6jrL6hmZhVIdocYUOqahMxQ6Sjgoaix5VGrEfDqC8sx1tde1Z\/18\/KR3Fap7yIc\/o4Aiu\/d6iiuOFVAtcLteOHHq+Fbz97W\/n8ccf3znEUy7imZ6e5sqVK7S3t3Po0KGCuyTLBK4Q9KRJPObD671Z55FpP8pkdSmobKSG82pGiQTx5U78tcX9LUyhkhyYpNrKQHLVSX7XqN43TPLew7hW19snSFUlFnHgC1eukyaFSpJ65Or6+xdSok6E0Pe3o03npiL0jmMkeoZzyaoCxNMKS3E3tc61v3uTJ8mc6cO\/QSmT\/R4PM8oqEzEvPnVNQFMgcJgmmCYXf+cpov\/6nZz4udyc62Y5cOYvxDt9gHUzvXg24sIqpcy5BxFbwD3\/I0TQhxnSkdcnkN0DJT2cct4Pgjl5mIXX14wUg+cP4xjdgLWIYRK9MEfgvhpSuHnhJ2HymwpyoJVPr8qUXKc4bjmxKopSMNVWiezRmw2f+tSnuHHjxs5JtRWLeEzTpK+vj6mpqYwvRTGUingA5oYMOt8Ytl2LdjauDxfTAjC8vkUzfXkI422NqLLwriyU8hGMLFZ1LbO5k\/TLhdNlycsjqHesr\/cYtZ34xqvr1EvvPoxRoiFAMSX66AJqZztiagzpcJJu6CTVXZmVds616uuJjMcJZPkaKQJa1CgjMQf1jrUaTqXQTclYIslS2kRTY4waSVy6RovrZqpCQ9L3Bz9geXSZ8x\/\/marvuRoUG2BdXFzMGWBNp9ObZnxWLaqeoakChVxYQ6FQjgur5cYppcQx8yqOxHVksA76bmAuCET3tapqoCH3MWZ+dLPpZvLSCp2dNVDF5suCDMeIDPq4JBqwdNmKHlvBZ1hfU8+JB+7MKI6HQqFMs0pdXV2GgK3\/tYjnrYaamhqefPLJneFACoUjnlgsxksvvcTy8jLnzp0rSTqQawJXCIPPL2f+v0z7EFPV1T5y7i1apK00nSY+X3hmKKF6qRmvbupfCoXEeIlcta4THoyTztpDmC0HMXqqIx2jZT+pKxXUutJpkmMhzPYDJJzNpPqrjxiX6+uJzSZwF5Ex6gykCRuypA6WKWEyrtMd1rm6arKU1mhyBDjsDXLA4+eMz43LZ3IjFqE3usiqvvZsKMDsNy\/yvz7511ua5rKGV++8804efvhhjh8\/jsPhIJ1Oc\/XqVV577TWGh4cJh8Nbdl9b5T5qubDu27dvnQsrmND9dZT4daTTBVcH0EcTiO7qNoUrNceZ+FFup6cR01lSd2\/4vtPLOs+8Uj6NVklLlNXVZimOnzhxggcffJC7776bYDBIJBJhYWGBF198kX\/xL\/4FP\/rRjwgGg1X9fUq5j8La3\/szn\/kMra2teDwefvZnf7YiceZvfvObHD9+HJfLxfHjx\/nWt75V8T0Vw7YTT\/YQafbOb25ujhdffJHa2lrOnDlTkXREIXXqbFz7uykkKhKBuLQxeRtYyyOL6wtFf5\/uHkRnPfmoKQ8iXV0ayWw5gDFV\/FoAWjhC0ty7dm\/1LaRLRC0FrxGoIzEcqjhVJqVkZU7FEFWqfiNY2rUbZTKKopf+uu7x6ejCJFvgYCEJ\/WGF\/rBGSHdSo3nY5\/HQ7nbhztt1qkJwyuGi0RVjl6MGQ7qYECmiqoaUkHztBn\/184+jJ29arm8VrNmYgwcP4na7OX78OLt3787UMJ9\/\/nmuXr3K9PQ0qQ3aVVSCrSKefFi1scOtQd7pH6ChyYHq8aD3TxC5PI0Yqu75jdYfYeT7hQdEQz0L6O0HNnSffxtqwazE6K0CiepCXW3WMG9HRweNjY3s2bOHzs5OhBD85V\/+JVevXuWBBx7g05\/+NM899xzpMmuH5T766quv8uqrr\/L2t7+d973vfRly+dKXvsQf\/MEf8Id\/+IdcvHiRlpYWHnnkEVat+lkBXLhwgQ9\/+MP8wi\/8Al1dXfzCL\/wCH\/rQh3j55Y17GcEOIB4LmqZhGEYmtdbd3c2JEyc4fvx4RekA0zDLyo\/rcYNE3IdMeREz1c3c5Fwr0Ia6WqKBwDCITedWcczgHhisblZIOl0krhX+Qq27p4FREjXHSE3F1g1slryGopLUa5CxyjuA0rv3kxqZITYehva9lV3H4SBU14Q2WvnAbJPbICVNBsMaU3EHLsVBq0el1SNwVWg7cdwfpNUTJWauEky7MZMmEamyaGqkZ8P85c\/9CcnwxlwoNwsul4vW1lZOnTrFgw8+yKlTp\/B4PExMTPD8889z8eJFhoaGWF5ezmh6bQa2i3gAHMMvEBz6G9z1HmRtPen+VaI\/XIB4kFhtJ9GaZtJFTACzkWg8yOB3FilVg5m6GoMqNc+izXv5n99fQFbw8VQmFFq+q83hcNDW1sbXvvY1fuM3foMHHniAX\/u1X2N4eJhHH32UsbHS7eH\/8B\/+Q\/7BP\/gHHD58mMOHD\/P5z38ev9\/PSy+9hJSSxx57jN\/+7d\/mAx\/4ACdPnuSJJ54gFovxF3\/xF0XP+dhjj\/HII4\/wqU99iqNHj\/KpT32Kd7zjHTz22GNl33Mp7Kjmgmg0yiuvvIJhGJw9e7aqHGepVupszA4ZtK1cviXGTc2VX9j1q0Os1jURcCeQqhP9+mTVump6XSfm9cpVA2ILAocI4iyTk85GuvkIxpXKCdHsPEi8Zy29JpMpYsMhfPs7kKPFU25GIMBKWsM5VVqSJB+TUQcuRdDh15kx3VBAnbsS7HJ6CGoGr4VnqVObEabEiURPgqHD5f\/nIv5\/H9xUa99KkR9pbeUA67YQTzKK+9KTqI4oZk0tKU8N5t+NkvzxNUBgzN18RhJIEvW1yCY\/psNAMWL4khHUNzQEE3Xt9H93hZKFfyC9kiJ8oJ2aWF9l9ygEf\/yKE0iSrKD+lkhUIBRa5QBpNBqlvr6eX\/zFX+QXf\/EXqxZTzXcfHR4eZmZmhne9612ZY1wuFz\/zMz\/Diy++yK\/8yq8UPM+FCxf45Cc\/mfOzd7\/73W9+4rEKaolEgrm5Odra2jh27FjVg3jlGgssXHlqmM5TlQ1eFoJ0+Ui+PFL2OCElcs4H7QkMVzNiuae66\/hqSHRVMQBXX8dK1ySK103j3nq0SKjsS\/TWg6QKqVQXQTpQQ3wwN+0nUzqRwXl8R\/bDjfUpkmRjI\/GFBI4qJX5urLhocEnesNxhr5JgKCKocyg4NlAQn08l8CoGSc8ys6EUra5GNEVBNQz8wKu\/9TTR\/2OVs\/\/8TNlzbTZKLf63c4C1Gp20zYA28hrO4R8h6vyY7lpMXKz86Ws4x5cpTB4CQquI0GrGUyeqCGRTA+FggNAPY5UVWID51+fwnelAnShfkxzfdZhXvrM2lxOtYF2JRcsLhVYS8ZQygauUdIq5j7744osANDc35xzf3NzMaIlN48zMTMHXWKrWG8W2E4+UkoGBASYnJ\/F6vZw8eXJD56mUeEbGBcY9ftTUevmLSqA7msGorCvN6B8muf8koutq1dFO2tUCicpJIeXfBfoEZjjG0kojDa4oil78MzFrGkgMVi67YwqFqOFDxJfX\/1I3iF6bxnf8IAzdjNBWW3Yjx5ZRjcrTQ4YJs2aAXe71937AL5lLGMTTUOMo\/UVcSKWYSaVQVI064aBOC1L3xtPeFFS5sjJHUqp01LagJQw0RXL9v73I6AsjfPCPH8Xh2pqvRjW1pWoHWMvVRbcs4tHTuF98AoUwBP2YQsWQbla\/9grOCr+3FoQpSTkbeP37afad7kD2jVT6SqYHDfYEXZAsoULg9vD7377Zkbq8FC9LKtFwqqxQaLqMpE6hduqNDI8Wcx+1kP\/3ruQZ2MhrymHbazyXL19mZmaGgwcP3tKwVKXE4w0EmdLbNnydRImmgkJYHtGqdjmUtU0kL1deYBVNjax236xZpScWWHEdolhTmNQcJJM+iFdu47C6aw9idrn4AaZJtHcCDh5CCoWlpt0wHEJUQTopQzAfd1NTQo1hlxvqXQaz8dzPNKwbXI+mGDJgPG7gUbzsc9fS4fBTk1crqFXdPFjfQKMzTSKaICYEK4YgKQWpa1M88d7\/l6neW9vRVYONfomtIv2xY8c4d+4c9957L3V1dSwsLPDyyy9z4cIF+vv7WVhYKNiyvRXEo0z34X36P6IYy+BQwe8lnfAR+fLziCpJB2B171Ge+2ESU5eMXllCra9cUia5ECdSv7\/kMa9o+5heuJm2X1woXnjP3NNK+e+Rnqg+1baRdmrLffTee+\/l937v97jzzjv58pe\/nEkj50cqc3Nz6yKabLS0tFT9mkqw7cRz4MABzp49SyAQuCX760ImcIVgmPDCqxv7spmBZoyRyor9AGgaUy\/OEnIfL39sFpIpP0VZowASzvp1x8d7x5l2dRQ8PtVwEGOq8nSjbN+HHKogOjIlkZ5xppr2oI2VT\/VlI5JSCSed+LXyROVR4WCNyXBUpz8pGY1JhHTS5vLSIjXqHZUpKN8ZaKLFHSMhl3AC0oQVXZBMSZ7651\/n+T+5UNV72Ag2q5vOGmBtb2\/nrrvu4uGHH+bQoUMIIRgYGOC5557j0qVLjI6OEolE1g1vbjoMHeez\/wPPK38BLgEeF+xpJjqhEn16GjaQLl3YfYKXfxjFSsvpCZ1ITXUOmrMXZ0nvKlzL0+sb+fI3czeW6aSBr7Z0HU1PSxze0h2e5SKefFuEWCy2KXI5lvvovn37aGlp4Qc\/+EHmd6lUimeeeYZz54qblZ09ezbnNQBPP\/10yddUgm1PtQWDwQzb3wrxVNpckNRNLj69wofO+FBSxaU3Cl4j7qnqeLOtHWNkhenLcWqOu9DM8uSYrG0hfbny2o5oaSZypUiH3sAyq6f3E1i6GT3prYeqareWgRoiY2FEhevjcks96vUlxB2HMK8PlXWGBAglHAgpcKuVL8I3VgV7vSpxRSUUTVc1bJqNRqeXeoekNz2HSDfgRIW0jgQu\/pcL3Lgwyof+8P24fZtrB5CN27H4VzLA6na7MU2TdDq9IR+sYlD6X8PV9bcoLhNZX4fh8qHuCbL0wjKhJ0cAEO4Azo5aTDNKTSRcMv2FqjIRPEbfM+ubU6avzHHkdBvpwUq7VAXjI5JOv4KS1yH4lxONpPX1GyZvnYfocumoxuFzlSSXciKhuq7fcsRTyn1UCMEnPvEJvvCFL3Do0CEOHTrEF77wBbxeLx\/5yEcy58h3H\/34xz\/Oww8\/zBe\/+EXe97738dRTT\/H3f\/\/3PP989d5l2dh24rGwEVuEbKRKyOVkIxHXMXSYMdtopXI5DaloJC9XNywZTbiBFfRQhDnzOK1cKn0NIDlnVFUPihMAWbheJYDV3hXcx1pxLE9h1jYR75+u+PwSQcLdiDlV2dBrrDaAOrFG5qvdo3iPdKy1rSeKf+mWlBo0ElVtgPvCCns8CkIInJj4vQrXozFanG40UdmJ0tJkLL5MxNDxq272u+pYlVHGDB2n2oiaMPBqgnjvNH\/63v\/KfR9\/mPs+eEflN1khtmp+qJAD68jICNFolOeff74iXbWyiK7i+u7\/i2osIfwuTG8thuFCa60h3BPLkA6ATKRJ9q9F0YuaE++BNpx+BXV+BiJZz7PLxYA4yOhLxToiBROTKVqcGrJSr6mQTvTgQQJTN7\/\/k4FG\/vq7haN0l7+8EaBWwuQNyne15Uc8GzGBK+U+CvAbv\/EbxONxfvVXf5WlpSUeeOABnn766RwF7Hz30XPnzvGNb3yD3\/md3+HTn\/40Bw4c4Mknn+SBBx6o6t7yse3Ekz1AeksRT4Wptujq2iL40mWND1TRx2AE2pDhKoQ9HQ4Wr918kBdemab+oV24k8VTdauBFkRP5QV\/0dZGtKcMKaR0QhNeGprriC4J1FTlA6zG\/qOkukYqO9ahgXRDVn0m1j+Ja28jTtcqciU3Vy4VBXFwP46esXLdsBnoUjC0qrDXu35Y9JjfyWwyxXJa0OhcH50YUjKdjLCsp3AqDlqcAdrcuTKSQYeXUw6YTS8RddewHJE4vSpaLMVrX\/ohXU9e4sN\/\/CiBxs2VMtnqlmZrgDUSieBwODIOpJaumuXA2tDQQH19fUUOrNqLf4vjyrNQ5wO3A93hwxQaamc9kWGd+f9WYpOnm8T6Z1nre5S497XjbnAj4qtcnQgyO1Ra8iY6H0Pe2w59lUfyc68u4j\/djJibRSqC\/3bRBxSeZRPO8psZ1V16KS3V1Sal3JTmglLuo7D2nH3mM5\/hM5\/5TNFj8t1HAR599FEeffTRqu6lHLadeCyoqoppmlX3q1tIrFY2ABleWVsYf\/C9Zd5\/lweRrux1qanqJsjN1r0Ywzd3aVI3mJrdzf7awsQjVQ1jNFLVHySWrGyGw1gMM1zbRtPKSMXnlm17ifZU0c7d0YF+db0EUXJ8AaM+gLelCXNmjVR1p4Zs2k2yivNHdUFEuNnjLb6rbXZpGE7J9WiM3U43S+k083oKgWCX00ujM0hjBS7WzQ4fYLDcqDKzpGMIhUjSxDG2xH97759w9KN38O5\/9bZN0TnbCerU+bpqlvnb+Pg4vb29JR1YxfQozqefQIkvQcADGqS9daguE7G7gURIMPuVq+sEbotDkBheJCb3cnGkAV+Fyg3Dl+Y4tK8Ofaa0PUEGJswt+tglBFe9e7kyVHwdCC0vlz9fGaHQUmk4q952O2o8OxU7hnisjrZ8X4pKEI1GGR+qYBETb1jVAqmkZE7soZnymmbSEyB5YaSqFFjkjTRbNlZ7p1l5x2GC8fW7v7C3GS1cRSfV3nZiXZUdr3tdxPpWWDxwhF3LfYgy0+\/S6yU6m6zYTkEc2kf0SnHdOz20SiTuJLBvLzISJRpOo96ovLkhlFTQpYpfK59KUYVgl1Nh2WEQTujscwcrvk4+ag0DTxAmwhLcGkKXSOD1P7tE13eucfaTpzlwZ2fGe2ej2Enq1OUGWKWU1NXV0eR1s\/vC3+EOD65N9zfVomsuDM2Jy2+Sqm8Fh4\/p\/3SxCtIBHBqLbQd46fkQIPDd2QLh8v5O0pAsK378VEg8QGR0BXl6H1\/9m9KbT83holg0lLl+mTXLSOqYhomirj\/OyvRsRlfbmwXbTjzZqTa4KR1RKWZnZ+np6UEzy78Vp9+FGbpZJHy5x8E\/OlL+GisJL6KananTSehq4VmfqSsm\/oMaqry5iKY1J1yvTrE6Gq6cnNNNTbAQItI3g+POk9RPl7bbTgbbMK5XZuYm6oOs3ijfYm7GU0RCKZTdu1EnKhcwnYppeDWBr8K5yPF4Go+q0WKqtPg8DMaXceKizlEZMejSZDweImqk8asedrtrafeBgc6y18X4QhKPx4FjOc1r\/89Feo4NcOjDbQQba3K8d26X6vNmohJ16nUDrEshtKe+TmD6Os46BUNREY0BYnENz14XTjdElCaE00v3v+pCcXqoPbQXp57AGC1uFwIgmht4fbGGqeeXsPKvo13THD7VTGSg\/EZl7nqI2nva0fsrjKQVwV\/dgNBK6RR\/PFG+BBAr1RzxBvSEjtO3PuS2iMf6W1jeTm8199Fs7JhvhxBinVBoKZimSX9\/Pz09PZw8eRK3Wr7ryBXITU09\/d0wsgI9qHR\/lTYGre0YicLvIzW7woKaW1yKOnehJKsQD+3cR2K4slqQ6XMTHboZeS11TbCyt3iR3DhwlGSFpCMVhaSrBjNW\/ksnFYWU00Po1RHCu+rAXX5zMRJxEHAIysyKZnA9mqJWc+LP2jke9PjZ7VIZS4ZImIX\/JjPJMFcjswxEF0kYJnvcTRzxtdLmrkN5YwFUgQYjyR114DfT6A6VlaRJ+OoyPf++l6G\/niGVSHPt2jWeffZZurq6mJiYIB4vs1PeRr20qq4tJeIH36b+j3+XmsVRnHUKuuJG1voJz4Cv04vDI1gVjait9fR8shtMiZnQCfXMMHNtmRVPExw5gNJUt+708YMH+X63g6mR\/E5TwcxcAsVZ2c5jbDCK4q2sA\/Hanmb+6sIQilL6M1gOle9+jZdooLGgF+lss+o72X8LO+LZQlTaYJBIJOjq6iKdTmc03SrpasvvPInHDBbVPTTqxRUCos46HAvVWRlEoqUX1blX5qi5N4DHXEX31aD2VzEbJASRhcqbMFKNTcj5XOJceG0C7b4T+EZzJdFl824iVyq3rRZHDpK4PFLRsY7j+1i6tLYTFZMRErtq8NaCObOe1A0TlhUvTe7KyfhaJMU+T+Gal0NROOGrYVVPM68lcSRU5lIxTAmNDh8NjiANjspScgrQ5gUpkyzVO5he0UmlVIZ\/PMqN58Y490v3cf9H7iEUCjE3N8fAwAAejydTqK+tra1aDup2oVLika9cQP3hU6jJMKbbjcufJi5qMFWBWNXxH6pHdQoiogHn\/mYuf+wiUl+fIUgtRplfjAISX8ceHD4TlsOMq7u59pPiOn7h2Si77m0lViKdayGxkiB9dxvq9dKNBuEDrXzxby4DUNvsJTRdnFxC8xF8Hh+yxGydw+nFpHQTRCqWppCWRKHygl3juc2oxAwuG6FQiK6uLhoaGrjnnnsytaFK5nhEARmUV6+5eE+JYWY1XUOaKojH5WKxt\/TwpJlIMzDZyB27VzHVJtBHKj9\/536Sr1VW2zH9HlYHC+e8Z16bofWuI3jG1zr1pMtNLMyaF3UFEO1trHRX1l6udbSw1JW7aKTnwiw7FJSWIP6Zm4tOyhCspB14tcpIJ2VIJmKCfd7yjRYBzcGSSIFMoyBpd9ehiupIYC4ZJiyTNHmb8abTHKkRrKR1FpKQwsmFP77AS\/\/zdX72V89x7sN3ZZxIFxcX6evry8jaWGm5ndBcUOx35g+fgRf\/HpcRAgFJXy3+QIzQqgfpkNTvShMPNOOqlcRcTbiO7aHn\/3wZM1HuPQlikyuE23ZxddaJY6W8fNXQpRn2d9YSn1wue+zopRmOHG0iPV44KyDbGvjN7920RfHWOUsSj2lKAg1ewvPFj6lEKPSVF16mNbwnI\/JqCbzmd7Sl02mSyaRNPFuFUhGPlJKRkREGBwc5cuQIe\/fuzfnSVKRcUKDz5PvfCfPuTzoQxvqFTqoOEq9VN7tj7N6LOVS+wCmHI4RP3Il4vQpfIEVhdapymZt4XR3MLRf+pSmZ7g7Rdnwfrulh0rs60HsrzI173URDiYrUFYTHSXQlXfBYkTaR4zEWHF7qzBgJUyFpaHi1yhbjiC5ZSiq0esvv2g1T0h+PcMgTBBe0uHyE0nHGEzHaXA04ihBQzEgxmVxCdTrwGQ4anDXUr51wzTIVCDoEQQcYMkXY52BiMcrf\/Ycf89zXLnD8fz\/GP\/jEwzQ1NWVy94uLi5loSErJ6Ogozc3NWx4NFSIeU9cxvvW38NIFVI\/EpUUxEUQVD\/WBGPPLXrx1An+tzmIsSOMBSby2BdfRvYz8+QTphAMovQkMNwfpHhWsXFgjnEP37mb5Sun6jzQkqzgrW7CkYC7moE4R6547EfTy7y9PEU\/e3OCq7vK5XE+tuyTxVCIUur99H6rPmePCWl9fj6ZpORFP5I05JrvGs0UoVuNJp9NcvnyZ0dFR7rvvPtrb29d9YSqZ4yk0mrkaNlhy7Cl8vL8NYpUv9ACRSOWNEWMTAQy1ionxfQdITS9XdKhSFyA2VDx9ASDTBlPX4yQO30m8UtIBjJZW9MXyGlawFhml5kunIFzpNNMJF5G0A1eF6gULCUlMV2hylyedhGkwlIitkU4W6h0eTvkb0ESSWbFMwkhhSJPJxDIDiXlGEyFUobHP00y7Wk+Ds\/RCoApB0EhzoMFBk6rjicXo\/+vLfPbMV\/gfv\/kdoitx\/H4\/HR0d3H333Tz00EPATXv35557ruLa0GYgW53aiEZJ\/dn\/xPi\/fhPxkx9iONZIR5cqCZeH2sY088teGvZK\/LUmS6se6o86SbfswXWig8lvj3L18VFm59PIfXtwHW6DvA4utaOZa\/42nrtkshK6ucEceHUKV2v5esbcUIjAycLf1Xwsja6gHunM\/aGm8j8iBjdmcr8XKaN8tsRZRhLHmg8sBZfqKujCOjExQSwW4\/Lly\/z5n\/85Fy9eBKiqxvN7v\/d73HfffQQCAXbt2sXP\/dzP0d+fO3cohCj47\/d\/\/\/eLnvfxxx8v+JpEorp1MR87KuKxzOCysbq6yqVLl\/B6vZw7d67oMFs522sAvYhT4Cu9joLptmQpy+lCcLsI9VbWiCA0lZFLcxh3nGb\/4sXyL9A0VkYqW+wBzOYWmCwvIyINyUBfiraWFtQKpM7FkQNEuyuzDHcc7STUU0ErrKaiaS6MRIrFpEKdQy+pZDBnaLgUA5dannSimCym0uxzFyeNGs1FDS66YjOYUuBTfexzNpU9t4XldIRV0tT5mnDEdTyYtHmtyMXE0GDxR7187Yd9BI+08LMff4jD93egaRpCCA4cOIDb7V4XDd3u2pCUEnVgnOWv\/x3e2QFUqaObkHQ5aHBHSaRVzBonQhUsJevZtW9tsYnGHQQO+THb2lD3txG9vsjlxyast8ti31rN0hn0U3+kDpFIMRx30XVhgWL2ByurEo9DQaZLt\/AP9y7SWusltVzeZmPk6hKddT6MlbVI5ZXGen7wg\/VWzyuR8qk+tNLP2upyAspkxrJneSyB1127djE5Ocn09DQNDQ18+9vf5plnnsHtdvOxj32M97znPbzzne+koaG0Jt0zzzzDr\/3ar3Hfffeh6zq\/\/du\/zbve9S56e3szBDY9nVsy+N73vscv\/\/Iv88EPfrDkuWtqataR2K34QMEOIJ7syCU\/1TY5OUlvby\/79u3jwIEDRfPR6XgKWYH9bDJVOI33ve+u8u5\/pSKyjMakt5b0hSoGKAGjpR1zsDJxTMe+3aQvLXHj5Vka7++kJjRS8njZcQD9YmWFf6WuhrmeyupAysG9xC5NMBJw07GnBW26+OtSQR\/J\/grP2xBkpYI2awDnoT3EeiZRAKcC8UANWiyGS66PfidiCvUuE6UC0plNpnE7nex2lrYHMKSkL7bICf9N8ciJRIgoJnUigCevYzJtGkwlQsSMFM3+Ouq0AEGApJFJv2VDBXa5VQKGSfj6JC\/8X9\/kOVXBu7sWdZ9G9GAEz14Pfr8\/ExHpul6yNrTRuaH4XJi5v3sNcamX4PwkqlPic62iiLX6mvQpNASSRFMaosZBPCzweA1qO9ZIRzdUlLZ61I5G5N5WjHCc5z5ZwGBNEdBcz2uTkpGJNH5Fp5RExep8nN33t7LUXXqzlIqlMQ\/uggqIJx1LEz\/YhHMlyvyBVv74jWaCfEzPhgiyvtMuG3qZmTY9LdE8zpLSOMW62kzTxOl0snfvXv7qr\/6KF198kY9+9KM0NjbyhS98gY985CN897vf5T3veU\/Rc3\/\/+9\/P+e8\/+7M\/Y9euXbz22ms8\/PDDAOuMDp966ine9ra3sX9\/acVuIcSmmyRuO\/HATTM4K9VmGAZ9fX3MzMxw+vRpmppK7z6TFeq0xWKFGxciKxD27CUYG8n8LE09yOqk8VdXK\/844+KNxcyU9I75uS\/oQC1QZwLA6SRcIaEBmLuakRVEOzg0lkbW6lHp1QTDY052NdQQDK9PjUlVJWY4UZLlW0ulUNC9AYyZ8rMXRmst0Z7cezWXY+guDc\/BZvTrkyhiraQyHVdpdFeWihuJpWh0OnGV8S5OmQbDiTBHvLnyOXveGDzVMRmMTKGbgrgp8Thc7NKCtHt2lb0HU0oSmspqLI1bgaBTwaupgLn2hiYWYAKefe4JpFNDrQ8Q2FNHYE8Q764aajrqaTu4m8OHDxOLxSqKhqSUJBaihIcXiEyESMytoE+EiA1N40qsEBQR6twpVAVWTJVd7rUFPIGGs1HBqyUIJ52kVAcBI0V90CRZU4PmMJESVhx1NBxvIeUMoAl47XeH0CM3F2VHnY9EcwOvX1lh8ZmbG4+Gk80kytgHXH9lkkMnG1keLL1hGeueZd+xepLD5b8TE91zND+wn9\/+y1eKHhOPJWhv9LGyUPzZjpexNQBwBlwliScdL7z+5DcX6LqO3+\/nS1\/6Er\/\/+7\/P9PR01fWelZW1dGJ9fX3B38\/OzvLd736XJ554ouy5IpEIHR0dGIbB6dOn+dznPsddd91V1f3kY0cQjwVN00gkErz88ssIITh37lxFO7tqddoKoWvIx8O71\/6\/RJC4Ul0LNR4Pod7KdvhCU5m+fvNLE5laYaT9NAdChVNu5t591UU7Fd67eqid1KWb5zWiKWalE1\/HbrS8sDzdsQflWmXndRzfx1IFCtvC7yaxWPhvZyZ1Vnpn8R\/YjaYnUF1uGgcrUzu4Hk3S7najlmkVDutJQukkBzzFd7saCgHVhdflwqlojMeXibpipGIqNY71uZWVdJT59DIul5NGEcBnuvAVKV4bElalSSJlEtBNguklYrNLxF67eYxEkjIVhFPF5VTQnCqmbhIxTOZME0MVKEjcQqKZEpnWMU2JKiROYaBpJm5Vpzlg0OBbW\/illKxKlba6NdJZ1TV89QZeLcVCzI0j6KTZvZZ+WjCDNNetEcu8Xs+un91LKq3g2F1Hzx9dZ+DFME3HWhFOB5NLOq+\/Po9ZwMto5Mosxx\/Yw\/SlUhsiwfxCAo9bQy8yB2cdNzUVp8GhQJnUHIca+K8jE6TK+ELVNZcmntXV8jUNzVO6vaCYQnUxLx4rw7N79+6y186GlJJ\/\/a\/\/NQ8++GBRY80nnniCQCDABz7wgZLnOnr0KI8\/\/jinTp0iHA7z5S9\/mfPnz9PV1cWhQ4equq9s7CjiSSaTzM\/PZ+yvK53+rpR4wiV2XP\/rO6s89DEFIU3MYCvmTOXunwBG817kQGX1HUdnC6nLyzk\/G35llrp79lC\/kkcwbjfhvsrN5yqOdjSN5bHldT82Y2lGxhU697aiTa91Gin720n0VUg67c0sVVDXAYj53TBROr8eGZrHdbQVp1NDlFEgNkwYiifZV8FmZT699izscdeUPG4otsgeb92aXQJwxL8W6ZgeyVRygVAqjpQK7hovImrQ4qqntkRqL6qbpDUVDJOgAo2qAp7c5zwpJUspHb\/HSY0CftNcky9KgBGXpAxwezRc0kBJmaRNiSFBKgZuzcQTgICq4yVN2gShmtQ50m98RpKU18lu19rnvpx2UN+URgiTiQUvrXuTOLS1BXI+VUPL\/rUFO6QHaXpXJ1LV0BqCLFyco++Sm4XmZp59dhHdlHQcaiipstT\/2iSd++sIjRTv+lyeidJ0XyvLPaWf4eRKGvfdrSR6iz9rkSO1fOb736GjvXxDgqOMNEZoIUqwjGiWUsa1Vi+i17ZZJnAWfv3Xf53u7u6S1gV\/+qd\/ykc\/+tGytZozZ85w5sxNO\/jz589z991389WvfpWvfOUrG77HHUM8AwMDzM3NEQwGOXHiRFWvrciLR4HVUHHimZ9NE\/HsIRAbI7VcfRE3vFL59HlC8wDLuT80JdfGA9wfVHFk1ZqMtk6Mi5UV85X6YOXRzuG9JIvsPvVIkpEx6OxoxREJszoVrkhvS7gdRFZ1ZAWuo8m2WszR8kVd2VnHyhs7aK3WTU1HgPTA+vcoHSoxh5t9FTRqjiYi1GluvGrpx\/9aZI5DvibUAudUhGCPu45IOs4hfyMKgiVPnKn4BCnTxClcNHkaUE2FycQ8STNFa6CRWocXkDnFaiklcU1lJZrEqwrqnQp+jwaYSMMklDZx+Fy4DQM\/Eq8GpkNiJE2QOjU+BZcqcSg6QeXmJixhgttjElDWFry0AbpT0PQG6SyknTQ3J1mOB1CTcRpb0jjeaGUPJ53U7137\/1FHgLq3H0I4NFIJSK\/o\/MY\/GSLfWHd+Noqv3kM0VLgpx9AlS5E0Do9WNO0EMHBxksMnm1gqY80+fHmGAwfqiY3npdwEXK6L8+ffewGAkbEJmj0dJEp44hii9PzgylKMhmANepE6MYBwlBEKLZKuMwwDl+tmHXGjttcA\/\/Jf\/ku+\/e1v8+yzz7JnT2HCfe655+jv7+fJJ5+s+vyKonDfffcxMFC57FXB89zSqzcBUkpef\/11pqen6ezszPkDVIpKIh7Fo5VdPK+MBpAOF8lLI1VdX3o8LF6tMCpRFGYHlwv+Kj4ToUfJKvT5vCxX2CQAYDbtKtsVBICmsjRa+B4s6NEkIyNpoq2dGCvlC7kAsr2N1Fzp1mkAvcaFMVM+deFqCaJP3kx\/6MsJQtfmiTYEkE03v5havQ9HUy3uSPkuxOuxMM1Ob0nSMaWkNzrHUX8zagl\/n6HUPMcCu9EUFUUoNKg+jvlbubNmD8cCTUTSiwgtSr1TIehQWI7Ns6CFGI6PE9ZSrAiTBWmynNYxk0kaAw40RbKS1plPplh1KSymUgh0ZCyKqpks6klqtBhtYpW97jit3jQekcblSOeSjlD5\/7P331GSndW5P\/45lXPOnadz92SNspBkDBICSQSTjC8CG4yxhY2wcQCMfwKZ5IAIDte+Xy4yYBAgEAgLoTwjjTQzmumJ3TOdc05VHSvX+f3RU9VdXSf0CIXmwl5r1pqu99TJ9e537\/3s57Ea0gWnk8gJCHbw29a2mU4b0RpEFud0uMVFsnY9VvPapJrJCWiCdgwGSNsdmF\/TtOZ0VtJoPHY+847OEqcDsDS3it5pQquTv2fz40u46nyy42smMDWTQKciNSDmIJbWFAE6NCY9R3xJvnXi5Pp2oojTpzyvLK6o1y7tPmWQihpRqBxD9eaIZ3V19ZIjHlEU+chHPsKPf\/xjnnrqKWpqamS3\/cY3vsFll13Gnj17LukY+eOcPn36ktN\/m+1VdzyCIFBVVcU111yD1Wp9UWJwWwEXCFtoEvv5z1fImMsUhcukbN7oQNgakTOG6hDxmAIFe2eCRW81AHF3GLZQ1IS1aGd2i9FOrjpMagv8U\/qQi\/MvTJOprVY\/fl05Sx3qKb6cICBYHYhJlees0ZDVG8hKbJebirM8mSBZ4SEdtJBIZImPqjft9mdW2WF2KIrFpXJZJjUJmq3ymvKZXJbO5QnqDPITaPfyOJUmNz6tlUqzlyZbmF2Ocmpw0mILsroyTo0+S4MxS60NKi0QFNKEzCI2g0iLA3aQoNmhocGuocYK6UScnfYc1g3R0nw6h0aTwi6u\/wbG4yIW7SoW\/dpLGcto0FgzuPRr2\/QmzWiMIn5jEqc5TfeqkZB3fSEwrvfhtKXA70Z7RROaiyt5wWbhf3+8B4NLumANMNo1R3inMgKqu22C8G7liWthahlbvfwzyNvsYAxbSxkAereZH+bG+OGxEyXbeYPKlEhT0+ppcpND2XmpAWvlgAdSInCX6njuvPNOvvOd7\/Dd734Xu93O5OQkk5OTJf1gi4uL\/PCHP+SDH\/yg5H7uuOMOPvGJTxT+\/sxnPsOjjz5Kf38\/p0+f5gMf+ACnT5\/mwx\/+8CWd32Z71R0PgM\/nQ6fTvWgxuC3VeLbANDk+kmSu59IdXza19ZckaVCpP4jQMWQjabOzfH7r0gHZLUY7okbD\/PDWqONTgp5sMkPvmTlWauVXUDitxLYInTY2V5IYUT++bWcFy0MKk4EI4lyadMKIEPGATWFS0GmwNkeo1CqvWJcySaZSq4RF+e1WsylGEvM02+Qn1+74BE22MAZN6Yp9JZNgOhujxV5WMpYQRJJZkcimS8kiMpvJ0bgJ2DSdyOI2ZnDp1p\/7yGqOGmcK68V+x5mcFoc9iceQYSCq5+S0nibnCiFD4uI+tNRXrr\/znTELNeEERPyIexvQXIxe4otpjvw8ysGHFui\/ME2wVt75dL4wSuW+iOw4QG\/HNEa38kTec3wMd716P9VA+yzGBj9fHT\/Hc53SKaB0VnmOmJmJYTQrR1hqEVhahclDTgxOSvb6UlNt\/\/7v\/87CwgI33ngj4XC48G9zOu3+++9HFEV+93d\/V3I\/w8PDRf0+sViMD33oQzQ3N3PTTTcxNjbGM888wxVXXHFJ57fZtkWNZ6M0wouJeLbSPCoqhP8b7ciUjd+6hGNnTSaWVBQSCyYITG0Qh5OzlfEFTrkrqM9sja5H43UyraZEetFWQy4YUK+tmKr8THWupfnEnMjwqRnsdUHKpqcRNuQsRQQWtXo0yS10f1cFVKlRAMzVfubOqgMUjBE30fMTJGaW0ei1eFoqyUzNk53bcH1mHVqvjYXzysedy8QRRWWwwZKYZDkdZ4dFOtLJiTm6VibZZZeedOdSS2RJUWUqRdHNpBYx6wV8huJFTCKbYyWboWYTLdBYIkuNI4dhw8eD8RytnnQh8zS8CtXeOONxI7NLGiDN\/vL130o6B\/qAAZNh7bOpFR01dVqoDkNjVaGUnktnmZ3X8LVPrEW0qUSGmZllXCEbsUnpd6nr5DhVdR6m+6Qhz6l4hqRHj6AVFHrwBKam4lgUUG4avZblGi3fjnXROyG\/UBsZHwcU2AcEsPuNJIfl5x9RpXcslVLp9VHo4\/ll1Ue3yvn3oQ99iA996EOy45sVSO+9917uvffeSzqXrdi2iHjyJsVcsBXbSsST2wILr6AR+L8PTSA6ti4elvCE1GPsi2aoCrI6twU2BAEmRjTMV2wNrpj1BhAz6tFOThDILW8NBJHWl0JDl3pXWKipL+K8Wy3zoJlST9tpzAZWF9OKDL+wlqOPL6tv59xZTvT8urPNpbPMnh1jYTaBsbkCY8SNIWBHsBhJjsSUTy5gwe9y49XLRzoTiQVymSwRGWG5ZC7NwOq0rNOZyixi0EKZhNMZWp3BodPi0xU7naVsEo1JpHKT0xmOZ6i1ZzEI6\/doYDXLrg1Op3dFJC2IzCzqKddl8RnSuL05Nq6\/elNGQhdrPqkMZF0WLHsqobGq6HixuQyf+l\/FbM9L83FSgohZJv2UTeeYnVnF6paP8KNjcTzNyhHNwvSKbMrN3Oji+6nj\/MOj32NiVpnhfXJyBodLOeJ1B5QRjnGVxVVCEQJ+aTUei0X5XH\/VbVs5nhebatsKQehW4ii710IinuW8DHeblC3Nbx3NljJvLSVnrfKxNL1C27k4SZcyVYbW62Rui7UdQ1MVyRl12h1TpY\/5C9Kghokz40x5K8kYdKS8dkQVOHTedNXhrR27LkxCBaBgCjiI9shIiGdFZs+Ns7iUIetxofc5SzjDiqzCDtEUWYV3aDgVxaU345IRk1vJJZlNLdIok37rX53CrdXj0Zc+\/6HUDFUWB85N+55MRBHEFdxi8YJiLJOjxbXuQLKiyIxWw27v2hs+Fxc4OSdQbtfQaBcJmtec02hGLJKZ6F\/Rsbtm\/e8xo4+K394B1cWOM76Y4v5vpFldLl3YzIwsYvab0clo5SzOrqJ3mQvpOinrPTlFoEnZ+WxOuZmDVs6FZvnk4\/+XzpHBtW16+rBalaHB4Ur59CCAqFNevM3PK2cr4gry1qCMatvYOvJiUm2\/arYtHE8+1bYVWQQp24oWT0ZCH2SzWVxrL+7\/fXwJdOpZyIzJxEr\/FtNswPTQFrnW7GurndRyilMrPrIK55LZYrQjajTEJrbmJDIq2P75nhmG9V5Em3tLxzY1VRBV6csAsDZHmFdLsWkEBKuJrEKHOIAx6GD23DhT7VMkzRYsu6owhlzFu6p2Io4uI6blFzvO1gjVZg8WGTLXmdQSyUyKKrP0AqFzeYwdFg9WCaHCC8sj1JncmDbte5plfEYdwQ38clkxS8fyEI3W9d9HKicync4Q1sTpXjHRvWBmKaljjy+LTbN+TYNx2BlaX62vihoC4XUw2IWoiap9LigrdQAPfGOGRx8YoXq3tFMd6ZrDWib\/vox2zRLZpQw2GBtZwuxSeucEJqfiGF1mVpv13HPmB\/zkhWeKtshms9TUldbNNppeBWC0mlTORuSyynDp5QXleUipj0e34Tf+\/7r6KGwTx5M3rVZLLpe7JI2SdDrNnISYWMl2W\/BnBttaeml4IsFsQKGYftFWHH7YIppNXxFgeVo9JQUwNbLuzOYGovQFpPuatD4Xc+fUayYA+oZKElPqTtJY5mHuvHoEZfR56OxLIFYrF5F1HhsLg+rUJjqXhUW1lBjg3FXBYp9yf4d7VznRDRFbKhZn6tQos6NLUO4nXe5AV+8jO6jcn2RtDrDYMSbblxTTJbHp9ASM0pNE58o4rfYQek3phHV+eZh9zrISuHb38jhhQYNTvz4RJ7JpxolypXcdCbaQSjCgWWCFJImUkTKNSEifxerIYdxwuNWcQLk\/U0QhNyHq8NrWrmlqVUdljY4FbWkKcbJ3ie9\/M0Y2m6O3Y4LKVmmaoPGeRYIt8uwPncdGqdwrj2JbjsbRB+QnWovPwlIgwSFnP\/\/86PeJp6QneJ1eOfuwHFde+M3MKYNeZqeVF24LUeUWATlwweaI58XAqX\/VbFs5nrzX32q6bWlpieeff56MQjNa3pIJdQ8hbEgJPHBW\/dasRLd++zJ25fxxwbxGFjcVbHtemGC2sql0n27flshRRUHDwhbqMAA5m1W130nQaoiOLpBcTNDVESPZVCv5FRHIOZ1ktpAK1QZcpBeVf7iWSg9zKpGTKWhnvlu+yLw0OI\/WaCHatYi2KoR1VxXGSPGkKWgFzHVeVi\/I78fZGCags2LXlq7Us2KOC8tj7LKH0GyqLWZyWcaIst9Zms49vzTMLqe3KAJaSieYyczSbHKwnM1wfG6aw9NTTCSWacZFg8FWABh0paYIG4ontxkxi8u4\/ns6v6KnpXzt95LOCSzpzYxcSOKuK30\/H\/g\/69efSWcZ7J6mXCYt1n92lpoD8hFH16kJ\/DvkU11D7dOENyDhNFoNjmYHA2WjfOnc\/+Yrj32D80Pdst8HGBtXfjcGh5QbscfHZxV7kOKrKYxWeVqcXFZEa5KPiqQcjyiKLwm44FfNtoXj2YhqA7aUbhsfH+fo0aOUlZWhy6kzDSS24HgyGyKtJ49FiVoVnIXDQXxwa6krgJmRrW2bski\/2G2nlkh411ecWp9ry7UdfWMF8Ul1NJ0x4ma2Qz2CsjdHWJ1Zux4xJ9J\/fJwRt5essThlZN5ZzVKPOiTctquShU7lRllBryWdEpVTexrQWIxkFXqfTCE7q31RxGyOWO8MkydHmR1aJONyYm6txNoYwdkYJqFAVGmq87DSM0lOosdI0GvIenXsdpSu8NdE5WaolYguLqyMcLk7XNRjFM3GGUhOM5dIc3Z+iWzaRLOtHK0mR4ujGFk3GJ\/jMk\/xZNWRitEaWL8XczkDzdXrTuj0tAlXPIG3zIV2E1R4aWKVXzxSvGBIJTOMDs4SqZdOK3YcG6ZSJiWXTeeYGI9hdMgjyzrbxvHv9JFthR\/GH+GeJ7\/GQ8efIHexztXfP0hZuXzabnh4FJ\/fJTseW1gkEJYfz+ZyeCPKKS6bV7kdwuiQH88mMwwNDLG8vFzI6uQX2S8lZc6vgm0LOHXeBEFAo9EoOp68aNbExESBufrQ8iOq+44vqTdiJjY1jr6wGuJmGR31jDcConLKJ2\/6Mh+LXVur7yzPS197Jp6mbd7JVYYY2lSKtNuPOLyFhk1gcWZrukKi0w6iSjpOEIhNll7LyvAq4yEPle4M4uQchjIv8x1bSNmFXMyrOB0AR3OE2dPK9R\/3rgpmTiusarUCWr2eXLp0ERCfWSY+s4xvd4Sps2NYgi7MPht6oxZxNUlyKkZ2OYGzJcyKTCpS7zBj9prRDZU6raVsgtXMcoHrLW9ZMUvvyhhNVi998UWiyTjprIhJo8dj1LDbVlm0\/VgiyuXeYpRXMpfBbQfDhpTedHqVFt\/6JJ\/MZlmxxIhcJDbtnjfSbItj1YuMh0pTaD+5b5y6A2X0tY2xMfOdWE0zOR4jWONmaqA4NSWK0Ns+SVW9lwkJ3sLEYgbXDguplUwhUrcEDQjeHFPpCV7oOc6JSRftZ+XpWCJlfsZG5d+XiqoAszMx2XFfyMG0gpii3WNmelh+kWa0KxOBqhGFzk7NMjA0gF6vx+Px4HCsLW43sov\/psbzKpgSpDqRSPDCCy8QjUa5+uqrC3IJalxtWoOWZFw94llYLJ6gv\/fUEqLMyiM2s8XiDpB1uba0naXMTWJO3kHGRhbodjeh9buZ30I\/DMBq0MnqeEx1O2PIxewW9imWWVmRcDwAy5OLdI+kyDZWkchoFIv2AGg1ZPV6ychho9nrg8yeUXY61koPs+3Kjti3q4JlheZZT2uokMpbnVpirmOCyZOjTHXOEIumse2rJb4qYmiqwLSzCmNrObraAGLITtZvImcTiM8vo3GY0TotaB1mNHYTxoib8pZKympqmLVr6c4u80JsgvPpJU5ER3DoXGRFCwGdl0ZrOTsdFaRJUGUpTgFmchn02hSGTXWhzvgoleZ1+G1OzLGoXcSuX19XnozPUe+1kczkOHhuEUN6Dqt+bfI317qK9peKrvLIsxq6z45Tsy9con20upRkbm4Jf0Vp5JZOZZkYX8SzKXKwuk34au3kbDlcV5qY3zHOT1e\/z7+c\/Spff\/rr\/ODwAwxODXHm9FkCAXlGiM1iZiXHzyindQW98u9Wo6JvplMhAlUjCm2ua+Q1r3kNzc3N6HQ6hofXWNxPnTrFT37yE5577rlLhlNvRX30\/e9\/f4mK6EbyTzn70Y9+REtLC0ajkZaWFh588MEtn5eSbYuIR0kMLm\/RaJTTp0\/j9XppbW0trBCy6awkrcpGMzpMMKWe6pqejBX9vbKapc9aRd3K+eINnU4Wtqg0CjAzurX6itbngD7lyKi\/bRLHa3dgGLqguj9REEgsbc1Bim4H4ojysUVBQEwopzUziQxzGSOCSYfVuoqo0Nxra61gVilCAXQ2IyuzK4p1J0GvJZPJKabhHDv8zCog5gxOMytjMYXv+5g9OSRZU9PoNNgjDlYkaHsEvQaHSWT5wloUZEQgjIuw1UUmqKdJV7qynWGJ\/a7SVF3nyhjX+Io\/71md5tpgcd3l5MoEN1atT95nlua5viFI\/\/QKc0NZdFaRKtfagiopGPDWFqeH7vvOE\/yg\/ScAnD5dxpX7rmF5bhmL0YZRb8GoM6PXZMga0oQjJlLpJKKQJZvLkhUzZHOLzGqzLFuWGZ4ZpH+8j5W5db4\/vd6A1+NlbqkUdCKKIh6Pjelp6VRnX\/8AO6rrGBuVTuH29fUD8u9obDEmOwaQUHFcWZUCqCpR6Goai8+Gx+PB4\/EQCoU4efIk4XCYb3\/729x\/\/\/3kcjnuuece3vnOd3LTTTep6pFtRX0U4A1veAPf\/OY3C3\/LqTnn7ciRI7zrXe\/innvu4a1vfSsPPvgg73znOzl8+DBXXnml4nfVbFs4no22mb1AFEWGhobo6emhsbGRioqKIke1FSi13mYElB2PRiewslgaOX3z4Cqf26lhI9972hMBUblhLW\/aoIuFLTIbzE5uoRFTp+G5I7Nc3lCObUQ5CtDWlUO7eo3FEHBuqbbjbI4wdlYlfaYTmOmbJRlLYPFaqKr1kusr3be5ZmvsBOZKn2p052qJKKbYtCY96WVllVpbmZOojN6Q1qhDVFC59e2KED0jfXxzpZ3kQKlD0jtNWFZKwRQpMYNJTKMTipfeY6kol3uKU2KJXJqQXVOEjJsUE1xVth4pzScT1FW7eLZ9ljrBQ7VVQ9K\/7gTGrT7qN0Q02ZUEH\/vq\/xT+np4f42dP\/pD9l13GMy88VnK+Bw7sp63tjOS1X3vtdZzrP1fyeTqdoraumpkZ6cXb5NQUWq2GrAyacC3dJv1ez0djNNXtZGhQ+ln2Dwxh1vjIyTQoRxeUf6upjHIUr0oUuglgkIdSRyIRvvKVr\/DZz36W+vp6qquruffee7njjjv42te+xp133im7z62ojwIYjcZLUhL9yle+wutf\/\/oCd9snPvEJDh06xFe+8hW+973vbXk\/UratU22ZTIazZ88yMDDAgQMHqKysLJG\/3krzqNakQJVx0WxeM1Io7u6BVRZCxdDqhamt9xrNb1FTyBx2MqfCGA3grg+wGk1w+PQSi0558IOIwHJ0azpFgs+lio4TQVEoK2\/mGjfJ2NqEujq3yoUzs6zWVYJpfXWlMeuJL6XU2Qlay1Sdjr0+wIzMpJ83V0OIVQUouW93RNbpAHibw8Qnpb\/v2OEjJqM\/5Kz3k5PRntHYQZDodA\/trSSyCZ6dymUwazIlsOzexDjllvUVbTKbIaddwrSBWaIns8Sp0zH2GYLY9XrOpqYpc6ynccTKYmf285+9QCBYOjkN9Pfj9Zai0k6cOMlll0mrUZ49ewanzDt68uQprFbpdNLs7By7djdLjgEMDA7KjgF4FRgI4okkkUr5puyxceW67YoKPZcaHje9Wry43cxakE6nicfj3HPPPZw4cYKJiQne\/va3q+y12OTURw8ePEggEKChoYE\/\/MM\/ZHpaefF85MgRbrrppqLPbr75Zp5\/\/vlLOh8p2xaORyrVtrKywtGjR0kkElxzzTW43dJ9AlvhaRP06oGdzSMPX\/xZ94aQ1OVioWfrMtTpuLrTA9AFXFvaLnER4ZNN5jg9ayHjlC5C6hsqWFVIHRW28zuY2UK0Y6kPsDyuvBrU6DUkZkqjxpHTk\/RnDGQuwpZNO0IkppXTegavjdiAcjpTZzUQn19VTMO5mkKK9SGT38aCQl+QuyHA\/Flpx6Y1aCEh7UC1Jj0sSp+bttKKToLjzFLjJX2hVLnVuMNFtbW4ntK5MsG1wWKncS4xSYN7fdJ9enwK77Kdy11r2yXFLM3l6+9L\/8oKoeb131UumeIPP\/8D9AY9JlNxw2s0GqWyQprRY3h4CJuttBa6tLRES4s07VM8nqCyUr63J5OW\/12PjU0QCMhDs5dXlN9Tl08eMRaPJ3EH5OeCWFQZqJNWWcBt5pyTEoEDCjWeQCBAMKjO0p03OfXRW265hf\/+7\/\/mqaee4p\/\/+Z85fvw4r33ta0km5e\/z5ORkybGDwSCTk1uXapGzbeF4NppOpyMWi3HkyBG8Xi+XX365okbPlnjaNOq0NnoFZtqfHpoj413Ls6bd4S2JosFazWZxi5Qy89PqmjeCVmCsa30yXppZ4WTcTW7TJCEisBTborSD16HKPiAC0S3Q3bhbIqzOSUdF6ViKvp4Vpqq8zHQpv7gioHNZVft\/rDV+ErPy91dvN7EqA4QAQBAxuc1kVqXvlc5qWJOPkHne3pawLEzd2xiQpAgSbDrMUpOXXgMLUTaH3ZZqH\/apWNFnGZ1A46aGy8HcCq8pX1vJLyXT\/Ox8jN3mIBWW9Um0IzNH2L5ez4m6PDiC6wujZx8\/xUxshb6+fkmtllOnTnH11aW5\/enpGXbtkm5yPnbsBcrLpZuM+wcGZaOeM2fPEQ5LN6wCVNXINy53XuhGp5OvtWRRRrg6A\/KF\/VmV30FKQSgO1COePJR6q+rLmy2vPro5Ffaud72LN73pTezcuZPbbruNRx55hO7ubh5++GHF\/W3OMImiWPLZi7Ft43gEQShACcfGxmhtbd2S\/PVWHE9G3MKNUmGePZFc8\/yxiUug9AkqFwXzZgo4mJGoA2w2fdhCehM6b2YwynlreVFuWV9fzspmVUYJ07gszJ5XX70IZTbSsypoIa1AdES5V0gUIRnTMZoxkazyyfpv9+4KFmS42PLmao2oNpPaKj0ko\/IO3b+nXPE47lo\/SRlH6qoPED0nHQm5G4Msyo1FHIgSLMW+1jDaTfVKUSfA6gKb9aS9rQFcG9JuSUHE78ih1Wg4PLhA76AJvUbEtpGGJZuhObK+0j+zuEhZde36sTJZPvS5HxT+PnrsGFdJOJlTJ09SWVlR8vmRI0dpbm4s+TybzRAMSqe2Vlfj7JZJqYmiSGWVvHOZnJJ\/b5OpFKGIPJPCzLyyhIdBQQY7k8piVaD3SSRUHI9EjWdz86jVan1Rk3teffTpp5+WVR\/NWzgcpqqqSlFJNBQKlUQ309PTlxSBydm2cTypVIq2tjYSiQSRSGTLCndbEYFLb0GnJq3ClvCNR+YRA0EWe7eeZpuf2VqNxaDQ1LbRTC5pZuShc9MMlNUV\/l5e2ppzXLHqt8SsLaCuCutpLWNlRjm687WEiA5HSSwkGWyPMecLoKnYBJ31mFRh3Qa3hYUh5efg2VXGvEKDrbXMKUuECmvRjBy\/nM6sJyuTRtNZDWTnpFM97p1hkv2ljs7RECB5vlQCw90SRrdQ7Pg0NW7oHyz6zLWnAq87wKhYww6hEqfRxD5\/8bvSkZ4hcJFEMyeKWMI2tP71tFxnWx8jm2p4bW0nqa2tLfoskUhgNBqKuMXgonx3PF7yOcCJEydobm4o+RzgQmcXRqM0uqqzs1M2cuntHSASkY+IAiH5VNzAwDB6g3yGI61CKWz1yDeJqhGFbhaD28xa8HKrj+Ztbm6OkZERxXn26quv5vHHHy\/67LHHHuOaa665pPOTsm3heHK5HMeOHUOj0VBWVlb0INRMrYcHYFWFUHIr28QWM5zLVSlus9F0Xgdz\/VsTXIvObUG6W6dhrEt+sr1wbILJHQ3o6lQE1C5azqonM67eWGprCLE4pHIdGoGYSv0HIL5U\/KzmBua5cD5GvLYCjdsGOg1ag1E19Wf020kvydPrGH1WFvrkV7WCRkCr15JLSU8wBqeZuELvk7shQEIm5eLZ4ZNUdzX6rGSGSpFYWrMB7eJiaYqtNkCuu9gZCXYTlpXid0DcEWB51chMvx7N8NqY\/7IqXBugsgkxy97KdUd0bHGRpjIPnvq1CU7Mifzh3f9NS0tx9JFKpUgkE9jtxTWPnu5urrzyQMm1DAwMcMUVpZ8D5HLSv9O5uXn27dslOyYXEQGUVcg7ntk5+bpdNpfD7Zd3HgvLKvVHBdqc5UXl3\/LmiGezCNzy8jIWi+WSIh419dHl5WU+\/vGPc+TIEQYHBzl48CC33XYbPp+Pt771rYX9bFYf\/ehHP8pjjz3Gl770JTo7O\/nSl77EE088wV133bXlc5OzbeF4NBoNe\/fuZd++fej1+ktiqN5Kqm1uVp0uZmFBvcbyyEgSYQsIOQBCW0uzGb02phQmyby56wMkVKK7tucmGNNurePZXBUip5KPBvXUAYCnNcLylPKP1dscYl6GLHT49AQ90xm0++tIxZT52swNPqJd8hBxETC5bWQUFiS+PWUsKThnR7mL1IK0U3Y3B2VRbJ6WEIsdEmOCiN1rJieRYvM0+MjMFd87jUmPMbFU4oycNQ608fX7s+iPEB3NsXJyDDGvFWPUYZgpjtQcl9fhtaxFrclcjh11Xo525TBeTCmNnhvmSMcwp06dprW1pei7o6Oj1DeURivPPfc8ra2lTuH48eOUl5dytnV2dnHgwN6Sz2GtN0dusZlIyv8up6bk34Oenn5sdvlajS8kr7k1qUI6LBjkp82lmIrjWVWOeF4O9VGtVsu5c+d485vfTENDA+973\/toaGjgyJEjRQwJm9VHr7nmGu6\/\/36++c1vsnv3bu677z6+\/\/3v\/9I9PLCN+ngcDge5XO6SxeC24niSynMZAPMqaSKAnvF5RloClPepU9VEo1sr7hvLPDCmjipTkkbIm9Vv48knRrju6kosfaXoqLxpnWbmOtX7kGz1QSYuqNACaQQWt9CcG5cp4Bd2Y9DRfngUQdBRszOMbnSa3FLx5K\/3W1nuV06x+fZUKFLr2KuViUb9u8qIyjAg6O1GUjJaQQa7ifSmBuT1cyon3l6aSnM2hkhIpNhcTUEyF4qF12y7yxEH1vLxiUgN0QUDNqMe3Xxv0XZiuRmiG1KIFiOGpfXrMezbhX8lRlK\/nor6u3\/+eeH\/589foKWlmfPn1xuU29rauPzyA5w43rbhQCLzc7PYbFaWl9cjvFQqhcvlZHS09B6Ojg5jMOhJpYon38nJSa6+6kpeeOFUyXfOnm2nsnIH42OladGe3n6qK3cwIQGBzuVy1NRGOHe6t2QMICPKZzjm5xepsjhJrkovgLMK7PmZdA6d2VCSUiuMJ6T7ePKWr\/Fciqmx+ZvNZh599FHV\/WxWHwV4+9vffslw7q3Ytoh4NtqlisFtpY9nVYWnzWjRs6TCjAwwOTXLl5+8gGBT5tXQum3MSHBVSdnCgrqD0ug0jHSqR0W2che5rMizz0+xWlspu52+IqDK9gCQVM9Q4mmJsDShnGbzNAWZV3EYnlo\/6dU0qZUUXcfG6J4TyTRVob3YYY9GAIMOUaFeZ\/BbFes2gl6LmM7IyhyYfFaWBuQdravaS0oGrOCqcpOOlY6Zgw6SPaULC63NiBAtTWFaG0IlTkfns6OdGCEZrmbC1sTY6QUS49HSBYtBiy9TnOaLl1kRLurM5CxWdJkoqxeyOFvXVvyrAzHe\/bG\/5S\/+4mPs2bMbURQZGRktKU6fONFGZVXxOzUxMUlrS2nUc+7cOa688vKSzycmJmSjnvGJcdn0UkWFfNNjeYV8oVurl5+QxxWiJQRwBeWjpaRMijZvBpt8TVQK1fbrJokA28jxvFgxOLWIR2fWk1JJF9kUcP15szpNLCwsM7+U4LBK+lUTCcAWkHQGt4XJni2k2erU02wA8xelD8ScyOEj0s5Hazcxq0D3nzdbbYD5XpVoRxBYmlFvKk2qSAIb7EYmzhefUzqRoeeFMS5MZkg1VKJr8hMflU+ZihqBrIAi75tvZ5iVcZl9CGD1yqfovDvDxDqkIyFva4TF8xJjGrA6dOQkPLh7h4dstDhS1FiM6Bc3OSMBdNVBJvXVjJ5ZZPUiOMHbEkBcKnZ0jp0RWNqQtrNZ8Avrfy9FvIydz5GejeLZsVbjeOGBJa77rev427\/9JE899TgdHWf53Oc+y+te91rcblfhu3nEqWsT7+CxY8fYu3d3yfVduHBBsvdOrql0aGiE\/fulaz3nz59HL9OLp9QEOaLA7DE6Oo7JLJ82dyjMCTMKJKQAOhmGeZBnLsjbr4P6KGwjx5O3S4141ByP0aHC+geyuvEbzRNcfxm+fXwMjV8+Rxxb2Nr5myp8iOqAO7JbaIC1RxxMD6xHFfnIZ8JTXPPRVwUVZQPylhLVXw1PS5hFuYk8v01jkLk+5ejPUx8gJafOmMoy0jXD2bYYsXAQXWMZSPBh+XdXkJmSrwfYatzMKjAcBPZUsCCj42NwmYmPSkdsRpeZ5Kj04sG\/p5z4QOnE6GwJk5RoFHXVe8lF1xyFaDAQr61npXk3o8+OsdK3vh9Br0EzvelcdRr00WIUn6k1jJBai+RFvx9jyoJtaJrlsiCCViA1ucT5M2tElclkEqPRSGVlBXfc8V6+\/OV\/4sKFdn7ykx9x551\/TGNjI7Ozs5RXlJdEJj3dXSUOaWFhgfr6UnTVWlOpNMJtPip9j6PRGLt2l+pRAXT39BEKS9dTR0fHCQTl0W2eoLxzETXyP8xllQyKElHo5hTc5ojn10GLB34NHI\/equ5UtEZ1FF1Gs36cRDrLcxrp1ZLWYWF6C1EMwOIWpBq2mmazhEpXkWJO5OyFJIsXUxUaq5G5LvXajnWHn7lu5e1E1pQj1Uytoc5gMzJxXvlYppCZXCrHZNcc7cenGMqYyTZVoQuvrajt1V5mz8rXbQSTlvj8smwjqCXkYKFLHnrtKHPKitQ5Ig4yEgg7S8RJvKt0xa1zmBCmSp+nvTlMpnOQTChEtLqZ3mUnQ23TZKdK03GelmDBQRXOY1cEFtYXAYLDgm5+sPB3yhskeaQPAPPetfTUqR9HsfptLCws8MILL3D48GE6OzuJRqPodDqsViuvfe1v8fd\/\/1mef\/4ZTp58gfe+9z28947\/hdm8jgpbWVmlLFKaDjt27DgtLaUO49ixY4TDpSmy3t5+9uyRbkRdjctH1hWV8qm4yGa4\/gbTKaxJlxVADYvROIJCU3oqJx91q\/XxrK6u\/sbxvBp2qak2tRqPxqQeLWxhcY\/GWPyi\/eeTFxDKSl9qTXkQcQt+U+8wM96lruez1TTb7Lg0qkzMwZETUVZqyjDuCMl26W+0jEb9nnlawiyoSFV7GgPMKgiqwcVoRwGBprfpWBoungTiCwl6XhijvWuJaChIwu1C45ZfvXobguQkCGCBtVSWSUtWJh3o213GggyPm3dXhKXO0jFBA2azBlGiFuCucq31AG3c3mEhbrAy6qyhtzPO1OlxsqspvM1BUpujKQ3oYpsiA62AfrHYeRtbQgjptWtOBcIsPT+I9uKCztNoIRNb5fmH0njKPOzdu5cbb7yRlpYWNBoN3d3dHDx4kNOnTzM2NkYmk8FkMlFfX8+HPvSH3HvvP9Hdc57v3f8dPvDBP6CqqpKOjg6uuaaUZn9qagq9vniRls1m8Plckvc0IYMEaj\/XQXmFdM\/J1Ix86jiTka\/dxhWcy8ysfAtBLidi98nXgFIKC2c1x\/PrIAIH2wjVtlGFdKsRTyqVYmVeBVGlQJ2Rt6SabgygM5Q2zP1sIcWtm7ZbXN4an07GY4Rp9YhnK2k2R6WbIYXGVjEn8tzxWepbbMgnHtbMWu1jslO5BiQCqyr9CgDpjPK9MFgNTKo432BjiKET8rl6vdXIuUNryDBPpRd\/yIo+Hic9PAs5EU9LWBHFZq33sCrDvWfyWlmRARuYvFZW+6SBDL495ayeGyz53NUaJtG5lmLLBX0knW4WFzJYnUYWj5ai20xiis132d0SItdfDD6w7yyDkXX9FcFlRze7fvy50Qz25bVJdtXpxOU2cu47oyAKWHxrq2utVovX68XrXWMZWFlZYXZ2lpmZGbq7uzGbzfh8Pnw+H263G6fTyS23vIGbb76JbDZLb08vTz71NBaLhUOHniWdXnu3Z2dnufrqqzh69HjROZ89e5aamjoGB4vTn+fPX2DXzl2cP1+sJwNQVhZgdKTU0fd091FVsYPJidJn1dvbj9w0NzUzgwbplPnExCwRfRkZmbnB7DSxOC0dhZltNpaQTkHHF1eL9HZ+43i2ieXh1GqcQEtLS5w8eVJ2pZq3nKAezqyuqk+iscXSiOKBI71c91s7cF3kC9PYTEx2by3NFt8CqcFW02wmnxVUGBX89T7ajk\/RuMtO5Zx8z01WRaMDwNMcZrxdmWrHXedjQsWpeBqDDB1XIPB0mhjvUHCCGljaAOWeH44xPxwDwOy0UNbiY0UPuoiHzGSshHrGVuEmNSgHNhDRO\/QkhqQXNoIFxGjpu2etcBO\/UFpL0rgsJAU9K7UNREcWifcsAxPorQaYLp3cXLU+kgOlaDhjYqmYAVkjYFgtvs+mJj\/CRWh3f7acwOT6frSXV5JbSXLw+0lAwOKXnuSsVitWq5WqqioymQzz8\/PMzs7S0dFBJpMpOCmfz7cmEtbaQlNzE3\/8x3\/E4uIihw49y+OPP8kTTzzNsWPHqa2toa9voOgYctGIVif9u29vPy8JxwaoqAxKOp5obIHmhl0M9pfey8WlFWr8ZUQl+P5yooi3zM7UYEzyXPQWeWCCElFoaiXJsWPHMJlMeL1e0ul00Tz3G3DBq2QFgTeFqGdiYoKjR48SCUfIJpWjlYwK9T5ATAIGu9nGJ6UdwH8Px+Die6OtCCGqrPJhTRYgNqKOBttqmm1sCw2oSytr9Ziuc8tMVpYhSuSojREnM1vgbosvq6frsiqvlt6qZ7JT2TH56nwlqYmNVr47woIMY0J8IUEqC2cPj9LeuUhv3EA0GFyrDTWVows70Wo15GRWtI7GAAkZxgZDjR1xTIIAVCdg0omIDitibQXJplpi1TWM2IIsByL0HJ9i\/NQ48Q0TXbApQFYi\/WmzlD4fV3OQ7KaeFdvOCMytLzo0HjvambUJvnulErtQnBJy1Jnof2qOTGpt\/1a\/+iSn0+kIBAK0tLTwmte8pqB2OT4+zuHDh3nhhRcYGBhgZWUFg8GA1+vlzW++ja9\/\/V7a29t4\/PGH+f3ffy8HDuwvmmRHRkbZv78UEXf69Fl27ChlCVlYWJAFGUzPyNcJvT75pupgmUt2zOaRLwIJMs4RIKUA+ReyAq95zWuoq6sjl8uRyWQ4ffo03\/72t\/niF79IOp2+pIhHTX00nU7z13\/91+zatQur1UokEuGOO+5gfFy5d\/C+++4rUSwVBIFEYgtNkVuwbRPxbEy1wRqVhBQfVHd3NyMjI+zZswen2aHKFJ1MqcPGZqeV03V2t5nJBek8\/\/G+eRZu3YlzaJqlxNZoLmx1IXLHVQTV2FqazRSyEB1WdmJak4a5DSv3c0fHie8JUrM0BxsQbitboN12NYWYUIpCAHednwkVEIO3MaQc7TiMjJ9XiXYUmn4NVj3TGyKuTDLDVM8c+T1WXVbGhVNjWNwOrC4TZpsBg1GLXiNi0EIml0VbG0bMieQyaTLpDJlMGkED2ZSIviaI1mhCFDSkMyKZdA6r20TH2XFSy2kYWl8MmJwmFiRqQVqDlsRg6X2yV7hI9JSmB01ivDjaEcCYLHaOxgYfwmSMgVQZ8XNxIs3rDlK0mzD6jDxx3yz51VI+1bZVEwQBu92O3W5nx44dpFIp5ubmmJ2d5fTp0wCFSMjr9WI0GjlwYD\/79u3hwx\/+Q2ZmZjl48Bl++tP\/4fnnjzIxMYZery+k5vKm0Ui\/i8vL0guN7u4+qsprmJRYIC4uySMvtQrYI41B\/vecycnPK4l4Brm8QSaRRqfT4ff78fl8jI+Ps3v3biYnJ3n00Uc5ffo0XV1dnD59mltuuYUbbrihCMix2dTUR1dXVzl58iSf\/vSn2bNnD9FolLvuuovbb7+dEydOyF88a039myW0TSZ1lPBWbNs4nrxpNBo0Gk1JxJNKpThz5gyJRIKrrroKm82mCuUFSKg0SlpcJpITyhO3O2hDJmULwH+cGeNvKpxMdm0tzbaaUHeGW02zYVOn8HHXuFg4U7yv3jNTrNZ6aHXEYXEVc7mb6SH1+5mMqwM\/sio8U3qLnimVNJyv3q9Y2ynfHWH0tPyqLdQUZLhN+vsarUBsdAFEWJ1fZXW+OOKtvizCxGnpyM\/f5GapJwoUr\/w0Og1Ot1ESZRmo9xKVUEgNtoZYaS+FVTu9RhKb\/JGjzkd2uHhbW2sExtfZhQWfE81UP2OZIIunMjh2uGFhvXNfvGwH48djxJfXn49VJtW2VTMYDAWKFlEUWVhYYHZ2lqGhITo6OnA4HIVJ1mazEYmEueWWmygrC\/GFL3yG8fFJjhw5wUMPPcK5c+sS813dvVRXVTMyUvyMOzouUFNdV\/I5QEVVSNLxdHX3YNS7SadL310lp5RIKwATFFoS4itpWceTTWbJZXJodBpyF52X3W7nd3\/3d3n3u9\/N\/v37ec973sP09DR\/9Ed\/xGtf+9oiuerNpqY+6nQ6S4g+v\/71r3PFFVcwPDxMZaV8o7kgCJekWHoptu0cD5QCDBYXFzl16hR2u52rr766EAltiSBUBbJsc5tBJfgwO5TrHudHogxc3UJuQp36RmcxMLYVNFt9gKlTakV+kZUZdYBCLiMNsBjvmycesnEg7AKbBURlx6ONWJnvV+7JcdX6mFSh4\/E1hRhUiHaMEg2lRSbAsoIaqt6sY7pH\/h6X74kwdkoacOAI2pg6J\/1CWHxmVvql75G10ixZD9Jb9Cz1lF6LoBXITJam8iwBOwkJGLbFlCtRtzRmi88lEzIwu+Rh7owWsmmcIT0Mro+bwlp++k\/F9+1SIx4lEwQBl8uFy+Wirq6ORCLB7Owss7OzDAwMoNPpsNvtzM\/Ps2PHDqqqqqipqeGqq67gox\/9MBMTkzz55DM8+eQhDh16jmDIL+lgLDIknTOz0s88mUzRsruMTgl6ooHhUXQyAIP5mPzvYUmBpHZlKSmzxzXLJNIYbMbCHLcZXHDTTTdx3XXXIYoiq6vqZYCNJqc+unmb\/LNSsuXlZaqqqshms+zdu5d77rmHffuk1WYv1bZNjWdj7ncjpHp8fJxjx45RXl7Ovn37itJvW+FpW1xQzklmtFuAbuvUU1APTQxj2EK+3FITILuF9F9Wq74m8Nb5WVRhDrB6zIxckHcE0cllzixomI6rn5NWqw48EFWYxXVmnSoAw9\/ol20oBSjbHV6LWGQs3BoiIYO602gFFhUofrwVTnIylDqBKo\/kmKAFQ1w6yvPscEqyIQR3hknOltaJPOU22FSXtFZ6yPYXOyNrSxim1p9r2mVBXE4y1W5GvMiUYIitO1BNyE1sOktsw6ugM+kwKtC7\/LJmMpkoLy8vwLUrKiqYm5tDp9PR19fHqVOnGB0dJZ1OYzKZqKqq5H3v+13uu+\/f6Ox8gb\/8y4\/wRx9+H3X1O4r2OzIygsFQGul3dfUSCEhr\/1ht0u\/u8vIK4XLpSXp0XP53M6+w8FlUIwq9WLfMOx45yhxBEC6p3iOnPrrREokEf\/M3f8N73vMeHA55ifCmpibuu+8+HnroIb73ve9hMpm49tprFfV7LsW2bcSTyWTo7OxkdHSUPXv2EAiUUqCrOh4BFmMqTY4qAnAAcYWQO2+T83M8Zk5zo2BWrDttIVOFoBUY2ULaTlCgZ8+bp9rD1KSyc7J4LTx1eJgrXlOJrX8cJOZdZ0OASRXCUEuZnSkVOh5fU4ihE\/Lw5rVoRyFiEmB1Xv6Z6kw6ZhQaeMt2hxmXSdHZvBamOmSiHa9FFngR2RlhXoJYVKPXkBiRACgIIiyURkdGl5mkRG3H7taS3XRJJqH4maZDLmbP6Mgtre3XUeuG2HqaTdsc5pkfF\/9eXspoR81mZ2fp7++ntbWVcDjM6upqIRrq6enBZDIVUnJutxu9Xs9v\/\/YN3Hjjddx9918xODjMk08+y1NPPsvzz7\/A3j17OXHiXMlxnG4L09OlUfmUAvjAE7QxIcFMkUym8YTszEuo2C5EV\/G6HGQkwE2ZdA6dSV8ic523jY5Hq9UWFt15WqIXi2rLq48ePnxY+rjpNO9+97vJ5XL827\/9m+K+rrrqKq66ar0v69prr2X\/\/v18\/etf52tf+9qLOr+Ntm0ino0mCALd3d0XewCulnQ6oN48arAZyaaVoxWLXf0hRxfUtWbGx6d56PhJYlXyjWVak56xLTgUfdiijmbTwESfuihdbFY9VJ8aiSGKcOyZYQacHgRnaTFTIj1eYhkVJ64z6ZjsVnZe\/ga\/Ygq1bHeYqELjamRniLhMlCtoYEUBSOLf4SYrw7QQqPFIjwki6ai0Y4\/sCpNbKY3cTOVW4mOlDslX6ylpOjVHnGQ3MY1bmkKwgb4+4XQw32kmM7d+bc5w8ZpyBTMT\/ZsiqS1E6C+FTU5Ocu7cOXbt2lUQHrNYLFRWVrJ\/\/35uvPFGGhoayGazdHR0cPDgQc6ePcvExAS5XA6DwUBDQx0f+tAdfPd7\/0HH+ef4s7s+wB3vezvl5cVNpemM9LvT2zuAXUYmQdTKI2OdCro9dq\/8b91gly\/C55u4N0siJBIJstlskVTBVk1NfTSdTvPOd76TgYEBHn\/8ccVoR8o0Gg2XX375\/3sRT97rLy4uFrz+FVdcIalomLe0muOxm9hcBN5sakyzABMyUOq82ZwGRufXnNOXn3+GL+y9kbTEBGfdESBzUp2gM70FEShPnZ++dhV56IiD0V7lmkyw3kv\/hlRcf8c0s14LVzT4EYfWnISzzq\/a6Oms9jCl4git1U6mO+S3MdoMqvWhVQWaHp1Jy6wCL1z57gjjZ6SjHYvbzHSHdERjcpiYlWG9Du8MEzsvwV6gFUhOSMOxnQZ9yVupNelISchtOIMmsrFih2HWr397xWBj0VhPary4R8awsP6e6RoidIyYgeLzsWyBHPeXtbGxMbq6utizZw8+nzR9TR6uHQgEEEWR5eVlZmdnmZiYoLOzE6vVWmhedTqduFxOXv\/6G\/jt334N2WyW7u5+nn7qeZ5+6jmOv3CGULCc6ani90AURTx+K0tLpQuxuXn5d0ZnkU8dmxxGkGEM2QpR6GYRuHw951IiHlEU+dM\/\/VMefPBBDh48KKk+mnc6PT09PP3004Um4UsxURQ5ffo0u3ZJE7leqm0bxwNr9ZyOjg7MZjPhcFjR6YB6xKP08PO2vKK8D4fXwmRUGX3g8BkhdnF\/iSQPJ8e5SeMsydUntsDNo9FpmB9V50DbiiCdLWQHmQa4vBklCFIX51Z58licq6+rxNQ7SgZ1RyiYle+1oBeYl2vWvGj+xoAiki2yO8T4Wfk+o0hrWBbJJgiwOiefcgzWeRg\/Kf3dUIOPyVPSY6IMBVF4Z4glCTZrT72PxGDp4sNaaS04+rwZfFayvcUFcUt9EMbWmAsWLF7ax\/yULxR\/z77DDdENaLZyL91PlD5D68ucahseHqa3t5e9e\/cqFrs32ka4dk1NDel0ugDXPnPmDKIo4vV68fv9Bbj2zp1NNDfX88d\/cgeLi0scPXKKJx8\/wqGnX2BmZn2h43LbGaJ0AdU\/MIxDFyIroXyrpNujU2C3ViIKzTuezRHP8vIygiAowqc325133sl3v\/tdfvrTnxbURwGcTidms5lMJsPb3\/52Tp48yf\/8z\/+QzWYL23g8HgwXG8bvuOMOysrK+MIXvgDAZz7zGa666irq6+tZXFzka1\/7GqdPn+Zf\/\/Vft3xuSrZtHE86naavr4+9e\/cWQmw1U6vxKD38vEUlZIo3mjtg3bxQLDVdcdT0i1PnuO7W27Cc39DYp9cyvoU0m3OHl6mzytsJWoGxLTAkzIyooNT0GoZlmjjFnMjzzwyx9\/oq0hJElRvNUelmUoXJwFxpJ9otz5igt+pVo6rEgvzz1hq1zA7IR1Nlu8NMnJVeQJicRqZlalNGm0GWMDXQFGBBArGGIJKLydCpGAQ2x8IagxZzbKUEtSY4sjBZ\/DvQ69cWJbOOcjq6zDgCBrJTxefnjGxAs+m09M8a0Eg0Ur+cEc\/AwACDg4NcdtllOJ1KGC9l0+v1hEIhQqFQCVy7vb0dp9NZiIbsdjter4c33HIjN7\/hBjKZDOc7enj6qWMcfOoYI2PSi4d0JoM7YmF2ojRLEVuSf2eV1pGCBIN63jKbajx5y2d6LkX2+t\/\/\/d8BuPHGG4s+\/+Y3v8n73\/9+RkdHeeihhwDYu3dv0TZPP\/104XvDw8NFIIdYLMaHPvQhJicncTqd7Nu3j2eeeYYrrrhiy+emZNvG8ej1el7zmtcAaxobW+FrUwUXqPC0CRqBuWllyWaTCpQaQBRKneQXnniMfzjw2yQv9hrZ6oKMnlJnht6K0qin3k\/vWeWUnX+HhwGVPqBIc4DOk8pqqourac6OrXDl3jCC1CTLmqiZkgl6geSsckrTGDKy0Ctff4nsCjF+TiHa2RlipE3mWgRIKIBM\/DtcTMtEUuGmgGy0o5NCYQCh1jArnaUpPWe1m+Xu0uMEWoNkzg8WfaZ3mXHMFS8cciEruskJxhw1dJ0VyaUSeJqdZDc9FuPi+gf6XVU89NNVyt2l79XLUeMRRZG+vj5GR0c5cODAi6pXyJkUXDsfDQ0ODqLVagtOyOv1YjKZ2Ld\/J7v3NPOnH72DmZl5jhw+x7MHT\/LcodNFabdQmUfS8YxNzGBBuh6SVpijRI28V9oILtgsiWC1Wi\/J8aipj1ZXV6tuA6Xqo\/feey\/33nvvls\/jUm3bOB5Ye7FEUdwyQ7VaH89qQnnc5rGQHVFmLRC16pHXigTWfiWR5McLg9yq9SBmRZKCOlnpWtOoeo\/PQlwdMGBwqncYZ1ReSL1Ry8D5SeLLKZ5+ZpDGPWEqMilyGxou7RUuJlSineDOMkUkm96iJzGl\/KySCmALjV7D\/KB8VFa+K8yETG+OwaJjViai0Zt0RGXoiHx1PqIyvUIamffO7jSytOk2CFoBYbo0UnPXuhEvFNcejJY0ndodjLalC8hJcWpTmq3aCfPrJKKLFheDvVGCTaULKMtL7HhEUaSrq4vp6Wkuv\/zyl53s0mQyUVZWRllZGblcjlgsxuzsLH19fZw7dw63211wRBaLhbKyEG99u5\/b3nI9Z8+eY6BvgsG+WZ49eIq0KP3MFhdWcFvcJFdLncyqAuRfadm80fFsLCdsJA\/9f922pePRarWkUurNoUqTEcDiivIEbfWYQV4bDIBESq1XSGRaJhX15LnzXP+mW3H0LDDRrS6FrQ+bSfUon7Ogg9ioyjYaGFeR3jY7jAyqUN9UtAY4f2L9BnWdmWDYauCKAxE03ZMICOgdZhBjsvvQGLTMDiin6oLNQcXajr3aypyKYxlWiNySCs1+1jIjq\/3Si4\/IzhBTMtGOyaRFKpnmb\/Kz1Ft6X21hB0sSUZC\/NUS6q7iOo7MYYBNrc9ZvZk4sZ\/TM+nO1hszk5oodoz2sX3+nrSbaOkUEjUBcor5lfQlTbaIocuHCBebn57n88ssvqU7xUphGo8Hj8eDxeGhoaCiCa\/f29mI0GvH5fHg8HkZHRwGRt7ztZjQaDXf95e8xNT7HsWe6OHKwg7bnu4nna3cC+CtcjHaV\/p7m55aQq\/JkFIhC86i2lyLi+VW1bQmn3qo0gqr6qFH5h2VQYJjN2\/yCcp3EHbCSUIisvvj4o5h2l5PYArGmaFBv5rPXeEjHle9NsNHPkkKvC0CwwUtGRaQtIUELEl9JcejQICNeJ7amIOMykUTeAi1hVubkHaXerGNKRThPm5WPFjU6DfOK8OqgbDSkMQhkZqSfi9agZXFQumbkrnIzJ4NyM8r8otyh0sZQBBGdRA3B0+RD3EBfntZomLLsYPh48eQXqpRIAc2tOyyxsZyHH1rA47eQkyicv1QRTy6Xo729nWg0yoEDB15xpyNlm+HajY2N5HI5zp07x9zcHHq9npmZGbLZLCaTiYrqMG\/9vdfwxf\/4EP9z\/At8+b4\/5p2\/fwMVNQHMdul5Yl6C1TpvSQWi0PTFZj65Gs+vg22riCdvW061qTiepApztaBX97vjElTrG83lN4NC4BBPpfl5rI+dVidphdSgoNUwP6KeQtPo1WtOgkH9sS5ElWHmzoCVAQXamt72KbRXV2CrD2AeiZKTYJHW6DXMDsUUjxNsVSYLDe8MMtEufx7OHXai3fKLg81SwxutfGeQqTPSjrNsV4jp09JRlM1lJCFxyp4dXkn5bLPXwlJXabTjaw6T2tSjozHqYGx92xm7i75EAPPZ0nSgLrbAxquzVTkxr647p3NTOVJJEbNVgE2v3kvFWpDL5Th79izxeJzLL7+8gJLaTqbVavF4PAwPD2Oz2WhsbCQWizE5OUlXV1cJXFuv13P1jTu58voW\/vRTOcYH5zh9cICTT\/dx\/tgw6YsLtmQii9GnJynRq7WylEDO\/abj6xHPbxzPNrBLFYNLqUChV5eVecyyonL9xuW3MjmnvKLXGdXD4vaRXtLOMnYlvIgyIbinPsD0aeXUl9aoYUSlz0Vr0DJ8XtlZuiMORlUQZP4aN1OT8hO63qil99wEq0tJHB4LTTV2LGPLCOL6\/QjsjCjWdnQmHdMq6Ly0Qh5d0Aok5uSdebglwLQMXZDOqGVRxilqtAIrY9LX7og4mZNhMLDadHlUfZF5q90snS2NbIzZRInQm7clgNjVSw6BC64KhjtTVO4ykZoo\/j04wnbS48Xn4So3wsWsnRB0ceKsGVjFZjfApiZXs0Lz41Ytm81y5swZ0uk0Bw4cKFEa3S6WzWY5ffo0uVyOyy67DJ1Oh8vlorq6WhaunXdEBoOBqvoQFbUB3vT7lxNfSXLu+SFOHezj5NP92BwWkiul78riQlzW8WxEtRmN685\/ZWXlNzWeV9O2GvGo9fEsxpRX9asKDLMATr8FVEozqYzyOQiCwODAKOdXe6i86R04OqUdanYLSqnmCgez55XrJaEmP10nlMlKnWV2RoeV9zM9GlMcr9oVouP42mp9cX6VF+ZXKavx0BK2k+mbQ6PTMKcS7YRaldVFw61BRQmG8j0RRhRqO3GJZsHCd3eFmJCp35TtjjBzVnq\/rqCVmalYyefOcicxCYlsg93Iak\/p5656H8nB4uck6AQ0U1MsmC2cTgZYbF87fxO5zQELvnIrXCj+zLiyvphIlFfQ8b21VJDbZWVp0\/NO67M899xz+Hw+\/H4\/LperqN6gZplMhlOnTgEUJvPtaHm9G6CE6xFK4dqLi4vMzs4yMjJSYNfOOyGHw7EWDb2hmStvaiSbzTLePUvX4WEuPDPI4KkJchcXltm0\/IJ0JbZMNpv9TcSz3WyrEU9aoW4iaAWW5pWdwvKismNKqbAeAMxHY4rj5RU+uvvXVvVffeyH3P2G95E9X7z61eg0jG4BfKDRqadGUqpCdCKTMgJneYs0eOlXkb+OSzROjg3MMzYwT\/PeMlrKHUwclXcqOqOW6V7laEeO6wrWnm9MJioB8Dd4mJeRtNbqNSwMS48JWkjMSEPsrX4rcxIsBbC2SIlKsE0HGnwsnS2VPrAZSjk1XM1BeufidI8KZC8iF3VGraT8tn5lqSjNZq10wuw6mu3MqBEudgzpJcgDI7UR6uvrmZ2d5dy5c+RyOTweT4EvTSlllk6nOXnyJHq9nj179hRNntvJ8s5REAT27dunep6CIOB0OnE6ndTW1pJMJpmbm2NmZqbQ55J3Qh6PB6PRSPXOCBXNQX77gwdYXUjQ+dwQnc8O0XtUHrUUm43x7LPPFs4nHo9jNptZXl7+tXE82wpccCmptuhMVJZFGMBoNyGqqI\/OzylDqTV6Fe4xvZaJceXJ0+svLgB\/\/on\/RldeDHV21fmJy7Ap581gNTCqQtKpNWkYUoE2hxr8zMnQfOTNJMFmsNG8EQcDCkqlF06PcbhjgmiVHUOldPNgaGeYuEJEGmoJMqNAf1O2O1wke73ZtArwdWeNlVUZwEPZzghLMuzV3gqXZJHeFrBJ0uZojTriA6WpPkelm0RvcbSTsZg5Pi5yoT1LdgOTbKTRR3ZTZG7xWUiPFL8L7or1ZybURHj44Vjh7838bwDWgL2gKnr99ddz2WWXYbPZGBkZ4ZlnnuGFF16gv7+fpaWloj6QZDLJiRMnMJlM7N27d9s7HY1GsyWnI2VGo5FIJMKePXu44YYb2LVrF3q9nr6+Pg4dOsTJkycZGRkhlUphMBhw+uwcuLWZ3\/vizXzqid\/nTf\/xO+z9g8vxNQfYSP5hM9m4\/PLL0Wq1LC8vc99997Fz507Onj3L\/Pz8lhC9oK4+Cmtow7vvvptIJILZbObGG2+ko6NDdd8\/+tGPaGlpWZM1b2nhwQcfvKR7p2bbMuJRS7XNzMzQ9qyyet4aT5t8qkWn1xKdU56ANTplvxwodzDbr4LH1hRPVKlMhv\/oepyP1LyB+PRa3j23hTSFq9bHlEK9BNbEzxZeUN5GL0MPXxg3ahlUYZi2B02MKxymotHHYNcU4wNztAONuyJUWIwk+9YiAq1Rq+hUAFmyTliLdhYlGIPzFmz0MSNDRqrRCuRiMilWAdIL0u+M2W1mXiKVBuApdxCdL3VWwdYgK+dKox2H20Di4i3O6fWMhysYnlhGN1oKebboYfOeA9UO2NTvZVxdXwBNGIMsL8YKf2ckUtIb6XIEQcDhcOBwOAor\/TwUeXBwsKCY6XQ66e\/vx+l00traekmpuVfS0uk0p06dQqfTvWQR2Wa4djweL9yjvr4+DAZDUTSk0+ko21tJaFcZ+\/7gSlbnVxg7NszokSHSKylMJhN6vZ6qqioaGxuxWq3cd999PPLII\/h8Pl7\/+tfz1re+lf\/1v\/6X7DmpqY8C\/MM\/\/ANf\/vKXue+++2hoaODv\/\/7vef3rX09XV5dsc++RI0d417vexT333MNb3\/pWHnzwQd75zndy+PBhrrzyyl\/6XgII4lbaWl8hy2azZDIZ4vE4hw4d4uabby7CtIuiyMDAAH19fVQ6ynn8ww\/J7svdEODZY\/ITqCts52y\/cnRgqdPQ3y8\/wzYdCHP0eJviPirrXHR19pV8fnlDC7dqdpFLZVnUGFQjHlt9gBE1yelaLyMKUZFGL5DWCiQUQBc79oeLendKTACdU8tKVH5V1nRFOR0vlIpuVTcEqPXb8VtNDMuxDACh5gCTChpC5XuV1UfDTf4i2euNVrk\/wtQZGbRalYWMTI9U5YFyZk6V3hezy4QhlSK3KaoQdAI+n4nUpqjaErJjWZhHFGG+egdnLyyxOh+nZq+X5U1MExqdQLlLU+I4Gnc5SA+sO0FruYMQF0lCtRq+v7STF46uO+a9EUMJuu+3P\/tGGt7YInmtGy2XyxGNRpmYmChwfOW50nw+30smhfxS2auRBsxms8zPzxfScqlUCo\/HU3BEZrOZXC5HNpsll8sV\/rW1tVFXV4fP50MQBN773vdyzTXXcNNNN\/Hzn\/+chYUF\/vEf\/3HL5zEzM0MgEODQoUNcf\/31iKJIJBLhrrvu4q\/\/+q+BtYg1GAzypS99iT\/6oz+S3M+73vUuFhcXeeSRRwqfveENb8DtdvO9733vl7tZF23bRjxQ3NmbzWY5d+4csViMK6+8klUJtceNpgYptriUfzCCIDA+rpza0qiAeLRaDQMDpStegOPd56m+OsQ19gamTisfx+gyqaqW2nxWRlVYD\/y1LvrblVODiaQy4MJbZWV8QF4mwmTR0yejaTPYPc1QzzTVO0NEWn3oxpdJS8C6pdJZBdPAkoK0QaDeK+t0BC2sTslHSlatgQWJKNlg1RPtkpHCrvMRPV36jEM7w6x2lDoqT8TGtMNGx0iW+efWnasYLV14hBt8ZPqL76XRYSQ9VLwAcVWZC2i2TE0VL\/zn+jXaXUYy8dJFwlZ52jQaDUajkfn5ecrLyykrK2Nubq6IOTrvhJxO56va\/JhOp2lra8NoNLJnz55XLCLTarX4\/X78fj+NjY2srKwwOzvL1NQUXV1dWCyWghNyuVzkcjk6OjrQ6XQ4HI5CWaGvr48DBw6wf\/9+9u\/ff8nnsVl9dGBggMnJSW666abCNkajkRtuuIHnn39e1vEcOXKEj33sY0Wf3XzzzXzlK1+55HOSs23leDbWeGDd8cTjcU6ePIlOp+Pqq6\/GaDQSW1YpxmuVXzq9ArMsrEGpJ2aV0WErq8oEo16\/jaFReWfwwyNPYbzOgA3lScBZ7WVyWr5QD+CudDGpUrsRdMrXbPeZGVCJqmwuO6XJn3WraQ3Sfrw02snbjt1hus6M0QNotBpadpcRNptI9s5DViTYFGBKATJevivCqIy0AUA2J+84K3aHmTor\/d1QS5BYl\/S1m0IG0oOlzs5gNbAkwb2GBnLzxc9CFAQy1WGODMP4pi744A43K+OlYAe7VVdyp4N1Lugu3ta0Ic3WseBmI6utx2+B2VLHs1WetqWlJdra2igvL6e2trbAHp2HIufTTfkifh4l5\/V6X1GkWyqV4uTJk5hMJnbv3v2qpQEFQcBms2Gz2Qr3aH5+vgDiyGaz6PV6crkc+\/fvx2azkcvl+Pa3v01vb6+qHLWcSamP5iPUYDBYtG0wGGRoSP43Ojk5Kfmd\/P5eCttWjidvGo0GQRDIZDKsrKxw6tQpQqEQzc3NhRdKrXk0q0LlL6qIljkDVlAhgJ6eVt7A5bEwpOwveLT3Wd7cehO6DvkfyrJKGg4gOq0ige02qVLkGL1axGn5zKvFYWRARrMmb0uLyowJwoYFQS6bo\/3UCO2Ay2ulpTlMxqRE+QvLCtIG9jIrsX5ppyhoIKHwXY0MmEVn0iHMS9cb3TucrErUw4ItIRJda+m8nMtO1Ouju2eBcMbEVJeEVELAwuwmxyNoIDFc+n6Zc6kiNJulzA4zgxcHTfz8yWKH53CaECVe061EPLFYjFOnTlFTU0N1dXXJuF6vJxwOEw6HyeVyBebozVxpfr\/\/Ze1PSaVStLW1YbFY2LVr17aqPen1eoLBIMFgkFwux5kzZ1hYWMBkMvG5z32Oxx57jJaWFh555BEeeughbr755hd1HCX10c1RqCiKqpHpi\/nOpdi2dDywFvWMjo4yPDxMU1MTFRUVReNqjietojy6LEHsudGMNuVbY7YamJxQbi41W5TTeTabhbGxKf519FvcedMd6NpLfzBmr4VxlSZLd4WTERURNn+tl+mj0mm\/vKWWle9ZeXOAc0cHZceDVW6GuuSjFafXQo9Mf0xsboXBsXkOD8wSiDiprfFjT0NqcAEu9kaU7Q4zJsM0AKA1yP8wynaFmGmX\/m6gwc98r3RkGmkNMnO6dPWg0WtIDEtH3UIySaKmnJFlgf72acTc2jUH\/dKTb2JKAphQ7yM1VOzk9RY9maHia3BXWeDiY435q5md3SRvbS7llNMZdRgVFDIB5ufnOX36NPX19SW\/PSnTaDS43W7cbjf19fUl0tZms\/lF9wwp2XZ2OhtNFEU6OztZWVnhqquuwmQyUVVVRTab5Wc\/+xlarZb3vve93HLLLbznPe+5JAeUVx995plnitRHQ6EQsBbB5JVfYY39f3NEs9FCoVBJdKP2nUu1bfWU8h41l8shiiIjIyMcOHBA8sVXax5NqCiLxiQ07zdaTqMM5w6UO1TpxufmlJ1BzY6ywj7+9bFvkdlZWtuwV7pVYeFbSZvEFFb7sNa7M62i3zM+olxD8oaVz6O83i8ptpU3T3ANZTM9vsCR53p57IVejscXWdhhQ9\/kIa5Af2MNW1iSSIcBa\/LUCj1bBhnYvFavYVmm0bZsV5jcyvo7ltVrmPdYmCh38+iFBAefn6bv7FTh2Tl8FmYk2Kz91S6WJeDbTgk5jmC9BzFd\/F4aE+vO79ne0u8YJCJ7tWhnZmaG06dPSy74tmqbudLq6+vJZDKcO3eOQ4cOcfbsWcbHx7cMHZayPLTbarX+Sjid+fl5Dhw4UABkHD9+nPvuu4+vfe1rxGIxfvSjHxEOh7cEd87v9yMf+Qg\/\/vGPeeqpp0rUR2tqagiFQjz++OOFz1KpFIcOHeKaa66R3e\/VV19d9B2Axx57TPE7l2rbLuJJJpOcOnUKURRpaWnB7XZLbqcW8ShRlgPkssqXHk8oN49ancq9Ljq9lkGVPJtpU53pXx\/7Fh+56X1o29cni0UVsk+AKRWGAE+5gxEVtmq13p1gjZvhfvnIS6vXMChTI8nb5Kh846reqKVfohdmZSnJqeOD1O2M0N8+SbDMSVm5G5fRgBBLkB5fBhFcPjuTk3K9OSFmZfqOfLUeZmVqSuGdYebOSkQ7OoH4ZIxcuY9lo5nJuSSjPXNk03EaDjhZjUk4kqCBZYk0pC9kZVai8TQ1UbposeoyxWm2iA1hei1XHw+Wc\/hHEtefLl1AKZGDTk1N0d7eTmtra2HF\/MvaZmnrPDvA8PAw58+fx+FwFAAKWxVCSyaTtLW1YbfbtzW0WxRFuru7mZ2dLXI6P\/\/5z\/nABz7Afffdx1ve8hYAXvOa1xQ0ybZiauqjgiBw11138fnPf576+nrq6+v5\/Oc\/j8Vi4T3veU9hP5vVRz\/60Y9y\/fXX86UvfYk3v\/nN\/PSnP+WJJ56QTOO9WNtWjicej\/P888\/j9XpLZGE3m5oWz\/Ki8nhUJQKYU2EkEAVlx1Ze6eeCQtoJILpQeox\/eey\/Cs7HErAxpuIw\/HVeBlS42RxhOyjICmyld8cZsIKC4wnXORm6ID9e0xqip0MeFFC\/O6IISjAa15z01NgCUxsYCwwmLbsvq2Y4ncbU6kefziEupUjPrSJe7AXKSaC68ma2GkoUQeEig8HUAiIiGo8N0WEhrdezmgWDxcDJF8ZILBd\/U6vXEBuSrjFJ9dIAJCWECAM73CQ3ISq1Bi2ZTak3d7V1Lc0mCPxo1EsmVXpsqWuXk0MYHx+ns7OT3bt34\/f7Jbf5ZW0zO0AikSik5Pr7+0v6YaTmgEQiQVtbW6GfaLvKCIiiSE9PD1NTU0Ws3U888QTvf\/\/7+T\/\/5\/\/wjne840XvX019FOCv\/uqviMfj\/Mmf\/AnRaJQrr7ySxx57rKiHZ7P66DXXXMP999\/P3\/7t3\/LpT3+a2tpavv\/9779kPTywzRyP2WympaWFQCDAiRMnFJtI1SKeJYWueL1Zx9K8fFpJEAQmJpXrKovLyqk6l1u5mKrTaenrHZQcyzsfu94Jo8pINYNKrh5ExhUkoaFUd6fkXA0a+hWYqgGyCiwSsHbPlWxVYSFhd1noOSfttFKJLOlsjtNHi52WIAi4\/VYaWsN0L6XQ13jR6QS0goBOI6AFzEYdU+ks2YYQWRGyokgmK5LJ5nC6LZzojTIbFUiNLwDr70vzvoikzEWVDCmpxWUgMVn6PjpDZpbGS99Dt8\/M0qbLDTZ6EAcGiz4zJtee61y4lu5j0iv+ZLQ0CpKKeEZGRujp6WHPnj14vV7Jfb0cZjKZKC8vp7y8nGw2SzQaZXZ2ls7OzkI\/zMaeobzTcblctLS0bGun09fXx8TEBAcOHCiAKw4dOsR73vMe\/vVf\/5Xf\/d3f\/aWPoWaCIHD33Xdz9913y26zWX0U4O1vfztvf\/vbf4mzU7Zt5XgEQSgUsNRoc5QVKZUbHK0eMyg4HnfQxsS0MpR6ZEQZ3ZUTlWtM1TvK6Dgvn8v9l8f+i999w5vRa5yQk\/5xCVqBMRXgQbjJT6+CrADAqkJEAFC1M8T5NnnH5AnZGO+Vj6jMdoMsqAAgWOGSTLPlbUdziHNHBiXHdHoNwxKRpSiKzE8vs1iRoqtNOuW556pqOo9JX1fz3nLG+0sdts1lkqUuMpmkf06VjX6mTklIYftNxGOljiEzXfpu2o1iUZrNFLIhTA2BTsdXnsziCBlLQAQGo1ZS8tvqLY54BgcHGRgYYP\/+\/S8azvtS2Ebp6nw\/zMzMTKFnyGKxkEwmcblcNDc3b1unA9Df38\/Y2BgHDhwosAgcPnyYd77zndx7773ccccd2\/r8X27bdonRrfK1KUU8RodyFGC0KfezOGXQR3mzuYwsqoATxieUHZPLrVyIt9ksfPcXP6AjfAJB5nSCjX6Wo8o1IJ1Kv5LDb2FIJZpJqgA1wtUecgoACH+VvaBhIjleJs3nlrcZBTLQht1lLMncA6vDyIAMd51Or5WVhnB6LQyfl06TVjcFJBtc9UYtkzL7y8oskvTx0v2YfHrim+QoBK1AdqT4GXl2rE1mfZ56OvtXMEikpLxB6ZRaPuLJr8oHBwe57LLLXlWns9ny\/TA1NTVcfvnlXHHFFaRSKfR6PbHYGslmR0cHU1NTW2KyfyVtYGCAkZERLrvssoLTOXbsGO94xzv4whe+wAc\/+MFfa6cD29Dx5E2Nr02pxqOzKvORaQzKl22wKgeCVpcyDYdOp2V8TLm+k0gqgxdq6yrJZrMcO3mCg8Iv0PglJnYVOhCdUcugzASaN4NHQClidwVtir07ggCjAypsCMvyTker0zAgwwoAa9HOpIKEQzYln+Lb0RwhlZR+h+p2hVmWScdWNgRk0XcJmZ6qmp1BUhKAFnfIxmxvaZ3OU+5gUUJ6oqyqNM3lqrSRWyk+V1Mqimi18k8\/Wavr5CQcu8sjvQCz+m2F+sPo6CgHDhzA4ZBQM90mFo\/HOXPmDMFgkGuvvbaEsPPgwYO0tbUxPDzMqkqbxMttg4ODDA0NFUhXAdra2njb297G3XffzZ133vlr73RgGzueXybiSWSV6z8ymav1cRUotSeg\/CP1BW2q7NqDMlQ6eTOZ1iOVvv4BHpz4AZrq9UlUb9LKrsrzFmkJkFABYcQXVGS0a9yK0cyOXWHmFWhoKhsDjMtISAOEauyyEQuAxSqPtvOFnfQrsHEvKjWMKpSklmakJy9fmYMJmdSmXD9yuNol+XmgXJqgUViUqMlYik\/W4DMjTE5wTKhmNrrm7BILEkSgFukFmNlrpbOzs1D03s5U\/Kurq5w4cQK\/309TUxOCIBQIOxsaGrjmmmu45ppr8Pv9zMzM8Pzzz\/P888\/T3d3N\/Pw8uZxy7fGltKGhoULKMl+8P3PmDLfffjt\/8zd\/w1133fUbp3PRtp3j2Zhqe7HgAoNVWfM9mVYOzVcTyumrrEr9JhRWLs6GIj7m5lSE2KaL0zZzc\/N8+\/R\/kW1eS\/EFGgOkFPpaAJIyq\/28BWtdzI0rpQxFxoeUgQkalSqhRQV2bjTKPyuL3UC3Qm2orNojW2Atr\/UxKhFpALh8VtkUXKTGw6REbQcgUiUN7TfbDIzLkJqmJGosABmJor8zZGN1ZNOxNWCJFTtQfRCWzFa++qO1d0QQYEGCrdso0580MjvC3NxcUf1hO1re6QQCARobG2Un7XzP0GWXXcaNN95IbW0t6XS6qGdoYmLil+oZUrORkRH6+\/vZv39\/IXrs6Ojgtttu48\/\/\/M\/5q7\/6q984nQ227RxP3nQ6nTK4QMnxmJUdz6rKhD2rADwAdfE3NcdktarUmJx2ensHSj5PJlP818Fvs9AyQVKhZgJgdZtVKXKsKsi7ypYgs+PyvGx2t4leGbQZrE3Icmg0AH\/EKUsoCuANW8jIpNI0Gg0TMg4CwO2TjigAqur9BaXIzeYLyUezMZl7Ea5zkk2Xnqc7bGdO4hxdYRsLEg7dX1F6bN8OD9mFYscTNOd4NFZOfl1mdxpJJ0vfB62EtLvGoGE1G+fyyy8vwHu3o62srHDixAlCoRANDQ1bnrR1Oh3BYJDW1lauv\/569u\/fj8ViYWhoiGeeeYbjx48zMDDA8vLyllBhW7HR0VF6enrYt28fTudavbKzs5Nbb72VD3\/4w\/zt3\/7tb5zOJtu2jkcp1ZZNZ8kqrOaVyI0BlhbkIxqNRmBiUrkvZmxMeUKfUeFwcziVU3U7aisUfxSPHHuUw8uPoFOoyftrPbKTK4DOoN67o1OBQFc0+slITLh5q2kNkVRw8qEqt+J1plblx+p2hmRTfHqjliEFWYXohHSUp9EITPZKO7OKBh9zo9KOJyEjsR2ukhHBkxHHE5ZL9+P2FC9STH4rq+j4\/hPrEXOk3CO5v9Ry6Xuucxg4cOAARqO6mu2rZXmnEw6Hqa+vf9GTdr5nqK6ujquuuorrrruOcDhMLBbj2LFjHD58mM7OTmZnZ7ekeCxlY2NjdHd3s2\/fvgI4o6enh1tvvZX3ve99fPazn\/2N05Gwbed48g9JCVygytOmMOECROflC5CekJ2UAorLH7YTX5U\/vsmkZ3hYGYo9OaU84adSyqm+hoZann3hMI8u34+hQfpcojPKDbIVOwOsKkDSzXYDfTLcZnmbkehBKToHpRqLVmCoR\/4+hKvdzCj0MK2uyO+7flcZKzIUOdWNfqZkpL9rd4VZlFEmdXulU1JGu5alceljpWRqVxkJBgOr18LKYOmCRZguThe6am1841Sx03A4pCOXxHzpPXJH3Iqy1q+2LS8vc+LECcrKyqirq3tJJ+18z9C+ffu48cYbaW5uRhRFLly4wMGDBzl9+jSjo6MkVFhL8jYxMUFXVxd79+4tMKwMDAxw66238o53vIMvfvGL25ZR4dW2bXtXlCIeNceTSMg7DqNNTyohv7qxeZWh2G4ZiGreyqsCiqsnu8PK0KAylY4ax5vJvDZxTE\/P8K2j\/4fVXSOwAeDmrXQxrqLwqVb\/qWgOklK4j5WNfkW0WVmtlxEZ4k1YYyqIzco7D3\/QJTvm8lqZGZL\/blrh+Tpd8s\/PqJeO8LQ6DZMy9aLqpiCixELHW2ZnTqJx1xG0sjBQuq9QjQs27cZd7SQzW+zcR7NGnj1Z\/JkUlFrQCGSXS59fUpuWlLTeDra8vFwiwfByWb5nqLm5meuuu44rrrgCp9PJ+Pg4hw8f5ujRo\/T19bGwsCB5nyYnJ7lw4QJ79uwp6N8MDw\/zxje+kVtvvZV77733N05HwbZVA+lGU4p4hnrlqVUAVlbk0ztmlxEUMmmJjHKkIOiV83h2p7Ljqq6OMDsvj8Ty+tyMjirLVw8Orl+\/KIr89OBP2Nncyn7ht0hPCdiCVuiXdzwOv1VV3iAmsVreaBYJEsuiY\/is0Cd\/o5WYDkwWPb0K0VZ1fYD2o9LvgM1tpF\/m2gxGLcMyvGxmu4GhDumxmtYgEzJj2bj0OxqqcDE+U5rSC1e7mD9T+rk2UbqY8gbM5DYEQYLLwjcfK3X2okS9z+O3IKYkUndlHpaWlhgcHESv1xcEzNxu96s6UeZ1fyoqKqitrX1Fj53XGLLb7dTU1JBKpQo0Pnk6mTyztsfjYW5ujo6OjiKWh\/Hxcd70pjfx+te\/nn\/5l3\/5jdNRsW3neJQaSHO5HBcuXGCoZ1BxH8sS0NK8GVQK+zqZ7vO8zc4r12\/SaeVozKjS0FlTU8bUlLzjCQS9jI2VTsrtFzoYsg\/x5v3vUI12AjvcTE\/Jp8mCNW6GJZiU82a2GRRBAQaTThk0ELTT267A27ZTWjo7b9Oj8ue+ozFCh4z8Q93OCH0npY9b2xKm97j0fTfJqNl6QjameqTfBzntn9xyaRrH7DCx0l\/q2LTRKBvdc5szQt9wKegkLvG+Oz0mkCBNDVYH2bNnT4GeZmZmho6ODjKZTJGk9SuZjss7ncrKSnbs2PGKHVfODAYDkUiESCRCLpcjFosV5B3i8TiiKFJWVlZYGE9OTvKmN72Ja6+9lv\/4j\/94ReS2f9Vt2zmevG2GU6dSKU6fPk06naa+qo4humS\/u6jA06YxKL8U2c35jk2WSChDMqemlYEJsVhMcVwQlI+\/Y0cVEzI6QEtLy7RNH8ZiMlNmvxyWpAvI02PK5+BQIQStbg3SfmxQ\/hx3hRUJPyM7PMwoOL5lGQgyrDkIOaYFjSAwMSCf\/luYkz9mYkn6uZosesbk2Kt3eBg6UTq5+8qdzEvUkew+CzGJ+xquc5M4XxwFOcrspDewX6zWlXFmvNTBCAIsTJVGUIIgfT151oKN9DRNTU0sLy8zPT3NyMgI58+fx+l0FpyQ1Wp92dJei4uLtLW1UV1dXULrvx0s3zPk8Xhwu92cOXOGSCRCPB7nhhtuQBAEjEYjFRUV\/Od\/\/udvnM4WbdvGg3k4tSiKLC0tceTIEfR6\/RpDqsLcrzPrScqkP0C9eXR2PqZwThqmJuWjCbPVyKgCh5ter6O3b1Dx+CMqaTa1wqcg5Dhx9jhPzP8X+j2zbBZijTR4mR6OyX5fqxMUxdwAFqPKabiVJflzFAQYVXBq5Tt8DHXLH98s0xQJa+AAOaSbJ2hjbkSmMTRiZ7RTesFQ0xokJfM+rcjUqILl0qjFyA53SR0HQJ8t3b8\/sqEWFfHy1492kF4pTan5AnbSErU4m8x9svpKm0Xzqaba2lquvPLKAvorGo1y7NgxnnvuObq6ul7yhsyFhQXa2tqoqanZlk5no83NzXHu3Dl27dpFa2srl112GT\/\/+c+prKwEoL29nUgkwnve8x46Oztf5bPd\/rbtHM\/GVBushbFHjx4lEomwd+9edDqdYg+PmrJiSqF5VKMVmJiQnxSDFS4yGfnCdUWlX\/GHWV0TISmRy89bKORjdEQ+BaXX6+ns7JYdB4hG11baKysrPHDo23S4foY+su4I1HR3qnaFFZkEwjs8DHfLR3WhKjcDnfJotbrdEeYUmA68Afn+G5vDRP85+RSeXi+fxqys9csK6pmd8qvUbEK6XhiocjErIzURn5WGa4sSaEijRS+ZZtMtr0G3NTYz\/9A5zdJqiuhkqaPzydwvh0wTtcWv3jC6Gf3V0NBANpstachMp5X74ZRsYWGBkydPsmPHDklZ7e1k8\/PznDlzhubm5gKJcTQa5X3vex9ut5uOjg4mJib4+c9\/Tm1t7baGqm8X23aOJ295x9Pe3s6uXbuK8PzpFfnJW6\/C06YkEOcJ2hUdi82j\/EJZ7crjLrf8pApQXqEsvNXYWMvKijwUPBDwMj5ePDH3DvTyYNd\/Mld5Go05R79C7QUgo9LP4AooT1yesHKPkijR1Jg3g1GnKL+wozkky71md5rpU3BKMzJRniBAdlE6DLa6jYx3SS9EAmXS1xmodBKVOJbNY5ZMs4UavOQ2ibVZfFbSIzOg0fCgqOP80Bw2u5nodKlDs9tkFloyLQFSEY+SabVaAoEALS0tRQ2Zg4ODHDp0iBMnTjA0NHRJHGmxWIyTJ09SW1tLVVXVJZ3PK23RaLSgxpqXj15cXOStb30rgUCAH\/7whxgMBrRaLVdddRX33HPPSxK9\/fu\/\/zu7d+\/G4XDgcDi4+uqreeSRRwrjoihy9913E4lEMJvN3HjjjSXKpclkkj\/90z8tpEtvv\/12RkeVEbWvlG1Lx5PNZmlvbwdg9+7dJUqIShGPxqRcvFdCazl8yp3cWr1y\/SWVUk6DxZNqaqIqiDmH8qRfVyf9wmezWQ6ffZqJiiOkQ\/IRldNvVezd0Rk0DF6QTyXqDFoGOuXHnR4zvQqOr363fP8NwIJCb1J1c4iMDJvDjpYgs2PSzZ9VzUHmJ6QjMFfQgJyfXJBhMfBHpBcXkTqPZMRlkiCNC1av7aOrIsiDR\/sAKA8HJPdr0ElHaxmJHi2tUafK3K5kGxsyr776aq699lqCwSBzc3MFjrSenh6i0agsVDsajXLq1Cnq6uoKaartarFYjFOnTtHY2EgkEgHWIN9ve9vbsNvtPPjggwVF0ZfaysvL+eIXv8iJEyc4ceIEr33ta3nzm99ccC7\/8A\/\/wJe\/\/GX+5V\/+hePHjxMKhXj961\/P0tL6u3zXXXfx4IMPcv\/993P48GGWl5e59dZbX3Sz7Etp287xJBIJXnjhBeLxODqdriCgtNEU+3j08mkTQSMwL9MgCKC3KBcGV1aVaxsTk8q1ETVi0MFBec0bgMlJ5cbTlRVl0ThRyPLwyf9mJPIElppSJ+ittCuyHdTuCrO8IO8YaneFWVIABtgDBsX9S4mr5a2y3s+YAkQ8JlFgz5vNJr+gsNvlx7Qp6ffBX20nKuN4ViUg1ACCBChFZ9Sy2l+atjQkVlipK+ML\/3Om8Jlbhu0iJdPMHJdYYFlklEdfrJnNZioqKti\/f3+BIy2ZTHLmzBkOHTpEe3t7kWxB3unU19dTUVHxkp7LS20LCwuFcy0rKwPW0tdvf\/vb0ev1\/PSnP31ZKYduu+023vjGN9LQ0EBDQwOf+9znsNlsHD16FFEU+cpXvsKnPvUp3va2t7Fz507+67\/+i9XVVb773e8Wzv8b3\/gG\/\/zP\/8zrXvc69u3bx3e+8x3OnTvHE0888bKd91Zt2zkeURRxuVxcccUVsr08KYWO+5wgf0kGm1Zx4luKK0\/ck1Py9R+b3czYqPxqP1IWUCQGLSsPKToWv99Lb2+\/\/PFtVs6fly9q6nQ6zp+\/AEDHhXZ+fPo\/WGpow1q2vuIeG1JrOlUjJZUfFxFZicrX18JVHgYUKHxcbvlJs7IhIKuyajTrGDov19ejY0SGWsdfbmduWPp9sDqko+pAtYvYSClyzuIyEZXoaYo0+EpqSCaXiXQmw1\/\/or34XAXpFPLSbOk52l1GMhJURZeaZrsUy3Ok7dy5kxtuuIG9e\/diNBoLsgVHjx4tAAnKy8tftvN4KSxff6qtrS04yHg8zrvf\/W6y2Sw\/+9nPXlFG72w2y\/3338\/KygpXX301AwMDTE5OctNNNxW2MRqN3HDDDTz\/\/PPAmhRDOp0u2iYSibBz587CNq+mbTvHY7FYaG5uRqPRyLIXKGnxZBQo\/J0qcgZKctZmm0ER0VZe4VPcdyiizFhdViadSslbzQ7ltERTU50i++7OnS0sLhZPUs8df5afdv8buV09VOxzszgjH814I3bZxkxYE3PrUxjf0RJUBBUEwi7ZMaNZr9jw6lQgO63fVUZCpqG4dldYNsoKV0rznwkageSc9P6sdumfU1m9R5LdwGIorS05alx8qWOK5U2OI70qkR4RILUo0TwakL4fL3XEI2eCIOByuaivr+eaa66hpaWF5eVlzGYzfX19HDlyhN7eXllWgFfTlpaWCqCHfCowmUzye7\/3eywtLfHwww+\/YtpF586dw2azYTQa+fCHP8yDDz5IS0sLk5Nrv4U80CFvwWCwMDY5OYnBYChQ+Uht82ratu3jAXn2AqUaT0qBtNJoUwYexBVW7IEyBxMKKEmzyr5FUTmvmsko9wdlJSC3G00rJwhz0SwW6Vx0JpPhscMPc\/1rYlj3ehFGKonPle7L6BARx+UniUCli4kx+YjOaJa\/Pzq9hsEu+WinYWeEC8el05AGo05R7E5pkSJmpK9HEGBuWLrnp7LJz1yvdOSbikq\/lxqJQr9GJ7A6VBwFaa0Gvj8xx4Xh0gVOdKo0debxWiUh1g6HCVECeGj1v\/K6O3Nzc3R2dtLS0kIkEiGdTjM3N8fMzAwnT54sYgXwer2vah9MvpG1urq6AHpIpVLccccdTE9P88QTT7yiKq2NjY2cPn2aWCzGj370I973vvdx6NChwvjm3ipRFFX7rbayzSth287xbLwpshGPkghcXH6CF3TyAZ5GKzAxKZ9KszqVHUtCBTgwqVL\/6VPo7xEEge7uXsXxnp4ele\/Lj2s0Gjo62pmbm8doNHL9Fa\/HOFnLyvTasxA0sDwnf1\/XCD\/lr8\/hMSvq6jTsrqCzTb6+tSqj+glrnG+dMowDgTInQzJOyeWzMiwjG1HZFGC2Rzq6tTuNSI2EatysSjTm6s0a5iXuTbjBT6Z\/Hehh8Nn4VqyHuenS98xqMxGVqGEFQg5W+0prTRazFqlq5CsV8eRtdnaWs2fP0tzcXECE6fV6QqEQoVCowAowMzNDd3c3yWQSj8dTaFx9uQr3UpbniausrCyg0tLpNH\/wB3\/A0NAQTz31VIGT7ZUyg8FAXV0dAAcOHOD48eN89atf5a\/\/+q+Btagmf18BpqenC1FQKBQilUoRjUaLop7p6WmuueaaV\/AqpG3bpdpAXQxOyfGsKECtswphvTdsV1TazKEccYyPy4evDqeNoSF5GGN1dbkiMWhtXTWxmHzXfVNTveL3m5sbmZmRd6qtrc2F7yeTSR5\/9n\/4xcC\/Iuy8gK0sx45dYaIyRXOAQLVNkfCzqiFIJi3vuDIKhKWRKo9iQ2tyVaFuJJMugzWwgly9zyHDt6fVa5iWIQv1BqWjicrmAEi8V2bD+meGSjf\/OHiCnpk55qZLHUl5OFjyGcizUhtkot+Xs8az2WZmZjh79iwtLS1Fk+NGy7MCNDY2cu2113LVVVfhdruZmJgoIupcXFx8WVNyKysrBXLSPGVPJpPhQx\/6EJ2dnTz++OP4fMqp9FfCRFEkmUxSU1NDKBTi8ccfL4ylUikOHTpUcCqXXXYZer2+aJuJiQna29u3hePZdhHPRpMTg0spOJeoAmpNKZVm91pAQc1gakZhRe+yMjkhj1irqg4zMycPIw6GPPT2yR9br1deH3g8yjlnt9ulOO6wl05ImUyGp557FI3mcW6\/5XdwN\/iIdku\/LkaTCZB3jFMKKbg1MTiF2lHYyfRQTHIsUO5kQCZq0QgC0zINniCPgtPptUzKRDtVLQGmZcAIyxPSKDe9FB5bEFkdWcuFJSos\/P+OPcFSPMGeXc0MSSww3E4HC5QuHKRYqQEEmV60VyrVlnc6O3fuLKlDyJkgCFitVqxWK9XV1UVEnUNDQ+h0ukIk5PF4XrKU3OrqKm1tbUQikQI5aTab5c477+TUqVMcPHhwy9fwUtonP\/lJbrnlFioqKlhaWuL+++\/n4MGD\/OIXv0AQBO666y4+\/\/nPU19fT319PZ\/\/\/OexWCy85z3vAcDpdPKBD3yAv\/iLv8Dr9eLxePj4xz\/Orl27eN3rXveKX89m29aORyrVJuZExbz98oL82JKEDkre9GblyX12NiY7VlbuZWpW3vEYVXqL1GhwUillNNnEhLL+z9CQPG+aIAh0dcmzIVgsFn7x1M+Ix+PU1zWws+waFjsdZC6esidoZ0BBdC1U42BcgT8tUuVlblwadKDTaxhWiHZCFR7mRqUdSO3OEMPt0t8tq\/UyPRCTHNuxM8jYOWlnZpIhkA3XelgcKb1Go81AVKIeFGrww9Aki3V27nniUbIXIyIN0pOpnOihKFPPzMoszF6JVNv09DTnzp27JKcjZZuJOvOEpp2dnaRSqSJC0xfLFBCPx2lrayMYDBa0f3K5HB\/96Ed5\/vnnefrppwv9O6+0TU1N8d73vpeJiQmcTie7d+\/mF7\/4Ba9\/\/esB+Ku\/+ivi8Th\/8id\/QjQa5corr+Sxxx7Dbl\/vI7v33nvR6XS8853vJB6P89u\/\/dvcd99924JPbls7HilwQWolJcl3BaA168hF5SdpJUbmjEIqzem1MDSrMLlrlIEDSsSggiCowqT7+koZifMWiQQVx2tra+jtla8P7Wxt4dy5s7Ljra0tHD12DICe3m56ertxOp1cvfe1aKcqCFd5FO+r2SY\/KWi0GkYUWLAbdpXTfVI6RanRaBiTSXsBmEzyNTm9ST5to9dKL0D0Ri2TXdLn6vFbGJdwPOWNXhY7St8bh9NAR62Jrz72i6LPtUgvUBJL0u90QoaFPSnTS\/VyRzxTU1MFppFAQBmleSmm0Wjwer14vV4aGxtZXl5mdnaWsbExLly4gMPhKDghm822peJ5PB7nxIkT+P3+grR2Lpfj4x\/\/OE899RRPP\/30q9rg+o1vfENxXBAE7r77bu6++27ZbUwmE1\/\/+tf5+te\/\/hKf3S9v29LxCIKAKIpotVqSyeIfl1J9x+yywnhMep9agWWFIvWyAuWHL2xjSEENYVmhcVONGHRHbSVdXRdkx5ua6jj2wnHZ8erqCsbG5KOtcDio6HjsDuXJKC1RY1tYWOAXhx5Eo9FwleNaDFUBcpMhssniH7zVaWK4S945\/qZbgAAAWXJJREFUVDZ4Gb4gP56VYSIAqNsdpu+0dIrOYjcw2C49ptEILIxJR5gWu4FRGTBCzc4g4+ek97kk00wqlWYzukz8ZLKLnx89WTK2uiC9+InLLKYWJODpBpOWhITj+WVZC9Qs73R2796N3+9\/2Y6zWTsnmUwyOzvLzMwM\/f39GAwGVY2hRCJBW1sbPp+PxsbGgtP5xCc+wcMPP8zTTz+97UlLf9VtWzqevOl0OlY2SRwrQal1FvmUltVtQlTo05mZV4ACW5VD01hUeuIBqKwKcb5T3rH4\/S665BUe0KjApFdW5K8JlNkOBEGgVwEN53DYOXfunOx4TU0Nz7\/wLABWq5Ur9l6HPb2Dua61+1XTHOTsUfloLKcgBucLOxX7hrQa+WdS2xKm+wXpSKm8wcN0t3SEVt0SZKhNOrKVewyROi9Lw6XADoNFT2yDAqtGpyHXaOY7XYcZOi+FRDMxOVa6H4vFyHK0NH3s9lpJSQArfEEbLErs\/2VMs01OTnL+\/PmX3elImdFopKysjLKyMrLZLPPz88zOzspqDCWTSdra2nC73TQ1NRWczt13380DDzzAwYMHC0iy39jLZ9va8UjVeJQIQgUZwS4Au88KI9Jhi06vYWJSHhWWzsnXjTxeO2NTg\/LnpFVG42x2rJttYEB+31arhQsX5JuLysrC9PTIRzstLU10tLfLjre2tvD8kaOy42bz+gp6ZWWFp597FIBIpIy9DVezmJKf7DxBO+O9MdnxQMROTIZDzeGxKLJUryroMdltVqZlgBBZGYSc2WZgQkY2we2zEJdwPOVNPpbOrzkxS6OL+\/ue5cwjPRw4sA+GSx1DVWU5E92lUXd5WZDFrtKIx+bQgkRTqdNtBIl1kNX78jieiYkJLly4wO7du1915JdWqy1EO01NTSwtLTEzM8Pw8DDnz5\/HbrcTj8dxuVw0NzcXMitf+MIX+Pa3v81TTz1FY2Pjq3oNvy62LR2PEpx6dUGBBVeGMBFAr6D86Qk7FOWmo1H5GkYo4lZ0PEajfK1Bq9XS0yMPZ6uurqCvX368ubme48dfUPh+lSIbrcvllB0DiCuAHgRBkI2mxsfHsFpP09PzAJUVVbTs2I9uJch8r4Y8KrZih59zMvdNoxEY61MQomsIyqqMhirdjHZLf9fqNDLULn3OnqBNVvCtqiXA6GnpSGhxNCb5uVEQyUbsHGeIHz\/+48LnZpM0q4DH5WaC0nfb43SwKNE5FAr5mJK4\/1qtdBRpeRnqO+Pj43R2dhZJQG8XEwShwOxcW1vL0tISp06dQqPRMDc3x\/vf\/35MJhNWq5UHHniAp556itbW1lf7tH9tbFs6nrxthlOvrq5y\/lSH7PY5paKiQsrK7jGBzPwsCDA2Kp+uMpqVb+HQkHxjZDjsZXBoUH48ElR0PDqdchpOTe20VyEacnvcnDsnHw3t2rWTs2fl03DBYJCenl6GR4YYHllD1fl9fnY1HcCWrWRyRL62U78rQt8Z+YhmVqamAhAqcxEdkR6vaQrJyluX7fDSPyf9EogyEgNlDV6WByXSbE49vbkp\/rPtpyQ3adbIISsFUQaqrpUGZ8ixUmvJIlUZs77EqbaxsTG6urrYu3fvK95YeamWTqdpb2\/H5XKxc+dORFFkbm6O\/\/t\/\/y8vvPACBoOBL33pS9x+++284Q1veEXZCX5dbVs2kOZtY6ptfn6eI0eOYNLIo6SSCk2KaQWBNp0ClNofcRKPKzSsKjBWl5UrE4N6vMoRx0aK882mxmbg9XoKpKBS1trSxNSUvENtamqSbN7NmxpJYl9fqcOcmZ3hqcOPMLD8PL\/ou5dEzTE8++fw1Ips5HbVKhC9BqscTMlo62g0AuMKSLe4DAoMYEmmQdbmNjMhg2ZzedYbODU6Dc4WJ+PVMzxlPs7XH32gxOlotVqGB6XrVjPj0u+JFCXO2oD0++yUYHMHWMquMD09\/ZJQ4o+Ojv5KOZ22tjbMZjM7d+5Eo9Gg0WgKrApPP\/00jz\/+ODt27OALX\/gCP\/jBD17tU\/61sG3pePKptjycenR0lLa2Nurr6\/HY5V\/0uXn5lFg8Ll+nSYvyE6zLr0x9PjYqvzIPhZXTD0oRicGgp7NTHnXQ1FTH3Jz8JNvQUK+ohqrWVKoEWtDr9SWiUxtt586dTEzIAwPsdtsasuj0cX729Pf42cl\/5Wz2W+QazhC6Is7cyigamcyoPyj\/\/GtaAizIMCgEyp2MyaTgIjs8zAzGJMcqG32SDAeCAIsjMZxVDlKtWX6w+nM++8RX+eHzD2OxSEcX1dUVxCVkDLQaDfMyWkMLM9Kp5YQMQjMn0yRt8Vnp6enh4MGDnDp1itHR0RLE6FZsZGSE7u5u9u3b9yvhdE6ePInRaGT37t1oNBpEUeQb3\/gG99xzD\/\/zP\/\/D1VdfzZVXXsnf\/\/3fc+bMGf7wD\/\/wJTn2F77wBS6\/\/HLsdjuBQIC3vOUtdG1CEb3\/\/e9HEISif1dddVXRNttZzO2XsW2datNoNKRSKbq6uti\/fz8ej4eRJfmeFwEDSLJUweKCfPPoskLUojPJp7O8Pgejk\/KoLVFB2E2r1SrS7NTWVtHecV523ONRjpYSCWXuOKmIJG9en5f2dnnHsmfPbk6caJMddzjklVbXnFbpdS0uLnLk+LNce22O5048h8FgoL62gTJ\/DVYhQHbOQnLewKAMUwFAWmEiDVV6WByXfs6+kJ0FGVLQzfB9jUUkF0mDO8sTA2c5duZUyXdWlqXvfSAQYHyoNIoNhwIsT5RGIhaLkflJ6ah3YVJ6YZCWec937Kyl4qpqVlZWmJmZKdRn8j0wfr8fq9Wq2AMzMjJCb28v+\/fv3\/bpqEwmw6lTp9Dr9ezZs6fgdL797W\/zqU99ip\/97Gdcd911Jd97qQg0Dx06xJ133snll19OJpPhU5\/6FDfddBPnz5\/Hal1fmLzhDW\/gm9\/8ZuFvg6G4JnzXXXfxs5\/9jPvvvx+v18tf\/MVfcOutt9LW1rYtGkFfrG1bx5PJZOjs7EQURa688kqsVivZbJbkknzBO5mUn+jn5+Sdy4xCOkyJ\/DNU5lZ0PBMTCozLjdWKUGWXS5kGZ2xMHgxht9sUHUdLcyPnz8s7tcbGRp577jnZcaUXXqfTKSLt1JxWNLpWM0mlUnRcaKfjwnqd6bprr2N+Noq\/MoTD5MOQc5JbNhGf1mLQmJgdlH7GggAzMvQ5gkZgVmbMFbAyszpNqmWJ6dQUfRP9DAwOkRvI8ZrrruVYZ6nT0et09PdJ1\/U0Mj+38rIInRIRYnkkyGJ3aQTj9VtJLZd+rtEKrMpQRuWbRzfS0mzugTEajfj9fgKBAE6ns6gHZnh4mL6+Pvbt27ftnU42m+XUqVNotdoip\/O9732Pj3\/84\/zkJz\/hxhtvfFnP4Re\/KG4O\/uY3v0kgEKCtrY3rr7++8LnRaCxRWM5bXszt29\/+doHm5jvf+Q4VFRU88cQT3HzzzS\/fBbzMti0dTzwe59ixY+j1a\/kWo9FINpsll8vhqw9g8VlZlUipLMWk02kGs45FmTSc3qBlTAFKPavglAxG+QlYjRjU6VSukYwooOx8PrcizLq5uYljF9kGpMzjccuOASwsxGTHzGazIuhg9+5dnDxZOiHnTaqhL29lZRHFulQiEedC13kuUOo0L7vsANNTs\/g8fmwWBxaDDZ1oRExrMGltTC1PoavWoTfo0en0hfNwOGwsJEZJBFdZzaywlFgkthRlPhalwVfHc89JN+8uLUlP8HV1O+jvlU6\/zs1Igx4MWunGTrdLGtHmCziIL5fuy+2zIKakz0uqj2dzD0xeruDMmTXl07xcwerqKoODg+zfvx+nUznSfrUt73QEQWDv3r2FRdKPfvQj7rrrLn7wgx+8KlxlCwtr88\/m9OTBgwcJBAK4XC5uuOEGPve5zxVYH9TE3H7jeF5ii8fjeDwe6urqeOqpp4jH45jNZjQaDa2\/s4eaW+p57sfPsNy+wHJ7jOXJJQSNwFJUOhqyeS0g43g8YTsjI9K9NnqDlvExeaqcZYU6iBoxaFShvhMOBxTRcA0NtczMyKfp1LR\/+vvlo7RgKCiZCsvb7t27OHZMHsKt18vDx61WK+0KfUM1NTWMydxvp8Oh6PAWlxYZGRthZKz0vl133bU8d066H+mqq67h2DHpCCwvebzZTCYTPT3S99Dn80k6HqvVwsiwdAQcl4heAEwyiDanw0xcolnH7TPDeKnj0Rp1mJzKtUqtVksgECAQCCCKIgsLC0xPT3PhwgXS6TROp5OlpSVMJtOL5kZ7uS2bzXL69GlEUWTfvn0Fp\/PTn\/6UP\/7jP+Z73\/seb3zjG1\/x8xJFkT\/\/8z\/nuuuuY+fOnYXPb7nlFt7xjndQVVXFwMAAn\/70p3nta19LW1sbRqNx24u5\/TK2LR2P1+vFbreTyWRwu90cOXIEr9dLIBDAaDTS3t5OxYFqGt7TgEajYbpjgv5n+pj84QVmJJiMzTI09wA2jwlk5vhAuZMZmbQJwMiwfFSiRAxqNpvoUUCkVVaVMzomHy0pFf51Op3iBN3UWE9np3wqLBwOKb7USqgos9ms6Fh27typGIkpoexaWls5KtPM6nA46O8flP2uEped3JjBYKCrS7oO1tRYT3u79FhKprhfU1NNX6f09U2OSEfc6VXp1LEclNpuNyB1dItXXqFVyvIKotHoWrS\/e\/du4vH4i6oLvVKWy+U4c+YM2WyW\/fv3o9OtTW0PP\/wwH\/zgB\/mv\/\/ovbr\/99lfl3D7ykY9w9uxZDh8+XPT5u971rsL\/d+7cyYEDB6iqquLhhx\/mbW97m+z+touY2y9j29LxzMzMYDKZ0Gg0XHbZZcTjcaamphgYGCAej2OxWLDZbKTTaYxGI4HWMIHWMFf98XWMdU5z6pFuTj3aXaC31yqkxHQm+dSP3WMEmRp8IOhiaEy+QK+EWKurq+TU6dOy4+mUfJFcja1g165WTp4s5QHLm8\/vAwUl1fxkI2VOp0Oxd0ctGkqn5ZGFNTXViiwLSYVm1tbWVo4clT5uU1ODrAOprq5maEg6Kq2vr6XzgvT37DLSx4IgMDggHbFZZWDO4VCApSnpOuLCtHTNSsxIOySTUSvpeF6MDk9\/fz\/Dw8NcdtllBcbjS60LvVKWdzrpdLrI6Tz++OP8\/u\/\/Pv\/f\/\/f\/8fa3v\/0VPy+AP\/3TP+Whhx7imWeeoby8XHHbcDhMVVVVQdRxu4u5\/TK2LeHUH\/vYx6ivr+fP\/uzPePLJJxEEga9+9as8\/fTTtLa2Ul5ezvj4OM8++ywnTpxgeHi4IC1Q1hTg1o9dx6d\/8Qd8+rE\/4LY\/vw5HWB5lpQSlFmS6wAECYZfsmF6vo6dHHn1nscqnPbRaLZ1d8vxpzc11ijBYJVZmgC4FiLbP72NwUF5CobW1hVRK3nkoRUNut0sxElP6Uap9N56Qvx9+vzxLcnl5heyYEhfc\/Jx0raa6upJYTHpsISbtRMrC0oVls1ke0SbHSq2ToW2\/VJ62vr6+EqeTt3xdaO\/evdx44400NDSQyWQ4c+YMzzzzDO3t7UxNTSn2gL2UlsvlOHfuHMlkkv379xfqwgcPHuT3fu\/3+Ld\/+zfe\/e53vyLnstFEUeQjH\/kIP\/7xj3nqqae2RDo6NzfHyMhIQThvu4u5\/TK2LSOeb33rWxw8eJAHHniAD33oQ2QyGbRaLZ\/85CfxeDyYTCaqqqpIJBLMzMwwNTVFd3c3DoeDQCBAMBjEbDYTqvXyhjuvBuAtf\/4ajvz8As89fJ6e02MF6pZFhbTVSlyenkdvUGhyDLvp65ePHObm5OlgGhtrOaeQrtIpyXdrNIraOvX1tfR0y483NjQwMyMvU7CyIn8\/1KKh5uZmnn\/+iOz40JA8w3ZzczNHnpdOs7lcLkUEn1zNCJB1EgArqzL1QpuF3t5BybFIOMS4TNpsaUGGEdtkBQmRt\/LyAEtd0pP3ooyIHTIMC1uVQxBFkb6+PsbGxjhw4IBqk7BUXWhmZobe3l7a29sLMtZ+v\/9lqQvlcjna29tZXV0tTNIAhw8f5l3vehdf+cpXeO973\/uqpKXuvPNOvvvd7\/LTn\/4Uu91eSF87nU7MZjPLy8vcfffd\/M7v\/A7hcJjBwUE++clP4vP5eOtb31rYdjuLuf0yti0dj06n43Wvex0tLS2cOHGCdDrNVVddxT\/90z\/xd3\/3d9xyyy285S1v4XWvex0VFRVUVFSQSqWYnp5menqa3t5ebDYbwWCQQCCA1WolXO3hbX9yLW\/7k2uZGVvgyCMXeP7h83SMyKd3JiflJ+FFCQbgvDkc8jl1m82iGA05VWDUaqSfShDtYDCg6HjGxpWQdD7FqKO1tVXRsSixMDQ01NPdLR\/lra7KQ9qbm5s4clQaeVZVVcnAgHQE53S66OyUPmYoFGBwQNoRlpdX0NsjXfcTRekJzu\/3ykZJ6YR0VO11OlmSQLR5fFaSK9J1pMySnACcuuPZ6HQuu+wyVaez2fJ1IZfLRX19faFfaGJigs7OzkIj5UtVFxJFkY6ODpaXlzlw4ECh\/+Xo0aO84x3v4Itf\/CIf+MAHXrVayL\/\/+78DlMC2v\/nNb\/L+978frVbLuXPn+Na3vkUsFiMcDvNbv\/VbfP\/73\/+VEXP7ZWxbOh5Ye7He9KY3sXfvXv73\/\/7fGI1GcrkcR48e5Uc\/+hGf\/OQn+eAHP8jNN9\/MW97yFm6++WbKy8spLy8nnU4XIqG+vj6sVmshErJarfjLnNz+wau4\/YNXMTu9wKFHT\/Pkwyc5ebSb7MX8ucVuYHxKfrU8rAAs0MiIiQHU1lXS1iYf8UxPyytuNjXVceGC\/Ore6VR2WkMKabSysogiRLupqZHDh+V7e5YVJCdCoZBiVBIIBGQdj9frpV3B4SUV1FkrKipkn1NzcyPHjp2WHNtRU8PMtDQk3OfzyTqekWFpUEZVVSUdUWlHNiMjmS3H0eYPOoj3S38nPi+dzrP4lVNtoijS29vL+Pg4Bw4cKGpwfLG2WcZ6ZmampC7k9\/txuVyXXBcSRZHz58+zuLhY5HTa2tp429vexmc+8xn+5E\/+5FUtwIuiMiu92Wzm0UcfVd3PdhZz+2Vs2zoeQRB46KGHKC8vL7xAGo2Ga665hmuuuYZ\/\/Md\/5OTJkzzwwAPcc889\/NEf\/RGve93rePOb38wb3\/hGwuEwkUiETCbDzMwM09PTDA4OYjabC+kBu92OL+Dkd957A7\/z3huIRZd55tEzPPXzk0xNzzB+blDy3MIRD\/3D8iv0wUF5JJxJAe3m8boU2aq9XpfsGKwVhOWsvr6Onm75+k7NjhpGFZpSZ2bknWUgEFB0LHV1tYpIOSUWhabGRtlIyuGw094uD\/2en4\/Jjomi\/GSXVdAJmpqSpinyeT1My4zJMVK7nHZmZdRb5RBtDodJEkptdxnJyNBCKYELRFGkp6eHycnJl8zpbDaDwSDZL3T27Jrybb5fyOv1FoABSud74cIFotEoBw4cKKTwzpw5w5vf\/GY++clP8tGPfvRXHvX1\/7ptS3BB3ioqKmRfII1Gw4EDB\/jiF79IZ2cnR44cYc+ePXz5y1+murqad7zjHXzrW99icXGRUCjEnj17uPHGG6mtrWV1dZUTJ07w3HPP0d3dzcLCAqIo4nLbuP3d1\/KVb\/0p\/\/nDv+Gfvv4XvP4NV5UU7H0h+SY6NWLQ6Wn59F1tbbXiSmlqSn7yrq+vZXxcvm8oGFDWShkfl4\/u\/H5\/Cc\/URlPjhVOK4nbubFXkdVPio2tukQc7BAJ+Wa47rVYnm2bTanV0dUs7Qq\/Xw0C\/dORSV7dD9jyjc9JpxsoKeUCFHEebQWZi9gTk07ty4AJRFOnu7n5Znc5my9eFWltbueGGG9i7dy9Go5He3l4OHTqkyCMniiKdnZ3Mz89z4MABTKa1Non29nZuu+02\/vzP\/5y\/\/Mu\/\/I3T+RWwbRvxXIppNBr27NnDnj17+OxnP8uFCxd44IEH+I\/\/+A\/+7M\/+jOuvv563vOUt3HbbbYWUW37lNT09zcmTJ9HpdIVIyOVyYbdbePPbbuTNb7uR1dUEh548waM\/f56DT55AKb0aCnvpH5SeuJxOO7298j0lyKCSYE3CWikaCgb9dCvUb4aH5aOwmh019PXJR0uNjcqgA6Wx6upqxfqNUie8x+NRrGllMgrS2HV1zMxIQ6xbW1s4d07aKTU1NdB5QfqYdXW1tJ2Qjux0Omk0oUarYXRY2vE67U6QEKUzmQzMy6TgkIFSOx0mcjKPQQpcIIoiXV1dzMzMcODAASwycO+X0y6lLmSxWOjp6WF2drbI6Vy4cIHbbruNP\/7jP+ZTn\/rUb5zOr4j9P+F4NpogCLS0tPB3f\/d3fPrTn6a3t5cHHniAb33rW3zsYx\/jmmuu4S1veQu33347oVCIQCBALpdjfn6eqakpzpw5gyAIBQflcrmwWEzcctt13HLbdSQTKQ4dPIbRLHD8WDsrK8WFbyVi0B21Fcwdl2+SVHIsNTUVjI\/LI7+Uop3a2hr6euUn8EgkrJimU5LPDgYDiki6iopyBgcHJcc0Go0iA3dZWYSojCS5zWajo0OeXicel+\/7cTgUnJ1bnk5Ip5VPk46OSEdtNdWVksSgAIll6WitvCzIco80Qk0OSm02ayXpcbUGbQlrQT5yyE\/iZrMyq8ErZUp1oTzfWnNzcyEd19PTw6233sr73\/9+PvOZz\/zG6fwK2bZOtf2yJggC9fX1fOITn+DYsWP09PRw++2388ADD9DY2MhNN93Ev\/zLvzA2NobX66W1tZXrr7++QGtx7tw5nnnmGc6fP8\/s7Cy5XI6cmMXm0PLnf\/k+Tnc8zLe\/9+X\/f3tnHlZVufb\/z2aeQWaQGREQEGUQB5wyNRUENbVj+up5rU7ScCyHzs\/qTU9lqSet3lIbNSu1k6g4pybghAY4oDiByKBMMsqMwPr9wWG9bt1r6ekIGK7PdXldxdp786Cb\/V3Pc9\/398ufno3E8l\/1FzljUF1d6a2Sl5c7paXSnnG1Mg7azs7dZXcsJvc5QsnLk3ZJ8PBwJ1NGtLy8vGRfW65NOiAgQPYoTWiR3gH28vMTZ7fuxszMVFaU8vKkjxVLZP4Nrl\/XLC4mpiYUFmiugbX5bmmiXCLCwaqbtDDeKtbcxKEnEXR49zFbW42ktLT0kRKdu2mrCwUGBoozXlZWVhw\/fhwXFxeioqKIjIxkwoQJfPDBB50yuKrw+3ls\/rVUKhVubm7MmzePo0ePkp2dzdSpU9m9ezf+\/v4MHz6cjz\/+mJycHCwtLfH19WXIkCEEBgaira3NhQsXSEhI4Pjx4xgYGBAQEIChoQHDn+jPipX\/j9PndvJT7P8y4slw7OxsNK5BbldibSOdbWJkZChrnuniIj0ICXDzpnSNxcurBzk5ct1umv3K2pCLDHdy6k5urrTwGBlJf+jZ29vJ\/sxytbBevXpx+7bmbjcXFxdyczULbbdu3ciU8GBzdHTgxg3NwuPkaC+5HilHagN9PcolMnhaGjTvdrpZSbdSqySOHe9spW7rBmurkTyqonMnWVlZFBYW0q9fPwIDA4mKiuLjjz+mrKyM6upqvv32WyIiIvjiiy9kOysVHi0eG+G5E5VKhZOTE6+++ioJCQnk5eXx5z\/\/mUOHDtGnTx\/Cw8NZvnw5GRkZWFhY4O3tTUVFBQ0NDZiZmVFbW8uRI0dIS0ujqKiI5uZmtLW1GRQezIfLFpF2\/iC79mzgLy9Ox8mpdQrZyrob2dnSH8IVFdIhdr6+XrJuBWVl0nfpTk7d5ZsO7OwkrwGyouTl5SV5jAatH\/JSSOXytNHDs4fkh7mRkZFsF12LzE7J2Vl6TT179pBsknBzdZV8nrW15hsNkHakdnN1keyea2mQmAeyk3bgaK7R\/P5oi7xuE52Kigq1GsmjTFZWFnl5eQQHB4uND8XFxbz77rsEBQWJKaLDhw9n8+bN921hVnh0eCyF505UKhX29vbMmTOHAwcOUFBQwMsvv8zJkycJCwujf\/\/+TJ8+nT\/\/+c80NTURGhrKoEGDxIJsZmYmCQkJnD17loKCApqamtDS0iIsrC\/vvf8Gp8\/uZ\/+BTbw4ZwYeHpo\/vExMjbksY5Mjd0RnY2Mt693m5ib9QQtwLVu62cHb21u2KcHOTvoYSaVSybZJe3i4yw7hynnG+fn7SdZw9PX1uXBB+u+jqkr6yFJLJf33LKNl3JKwwzEyknaktrSQriU13NIsSNoyFk715VJxCCbisGVFRQXBwcF\/CNHJzs4WbXvahlkLCwsZO3YsgwcPZu3atWhpadGzZ08WLFhAfHz8PfY+v5cHSQ8VBIHFixfj6OiIoaEhw4YNuyeVt6umhz4MHnvhuROVSoW1tTWzZ89mz5495Ofn4+TkxJ49e3B0dOR\/\/ud\/WLx4MWlpaZiYmNCjRw8GDhxIWFgYJiYmZGdni9HC+fn54nFP3yB\/5s59ntRThzh8ZBcLFryMj8\/\/1UZ6enlIHg0B96mxeMre6d2QeaN7+3jLHpXZ2Mi3YGdmSgtLQIA\/RUXSR3xyXVSOjvK5PCqV9NvW39+PmhrNQmBubsbFi5obIVQqlazDdU625r8nQ0NDsrI0i7OHh5vkDkpHpblRQV9fV9KjzchA81CpnoE2DVKWPNatURRtw5Z\/BNHJycnh2rVrBAUFiWJSXFxMREQEwcHBfPPNN+06ud+WHnrixAkOHDhAU1MTo0aNUntfLV++nJUrV\/LZZ5+RnJyMvb09I0eOVHPomDt3Ltu2bWPz5s0cPXqU6upqIiIiZD0NHxe6XFfbw6KhoYG\/\/OUvXL16lfPnz2Nra8uuXbvYunUrI0eOxNbWlqioKKKjowkODsbT0xNPT09qamooLi4mNzeXCxcuYGlpKbZp6+npERDgS0CAL4vefI0rV66yI24vFy5eIlkildPbuweXLkkfK0l9yEKr4\/O1LGlxsLa2krymUqlkW5kDAvxlLXTkLFeMjIxk54Ls7ewokDgeNDAwkG0ckPME8\/Hx5bffzmi85uXlydVMzUeh7u6u5OVq7lX26uHB5Yuan2dhbg5o3vFUVWgWCufudlRnav5gMpBo2TYx1wGJeabyhnKMqloIDg5+ZHN07iQvL4+srCyCgoIw+5cLeGlpKePHj8fX15cNGzbcd8j0P+V+6aGCIPDxxx\/z5ptvivEF3333HXZ2dmzcuJG\/\/OUvXTo99GGg7Hgk0NXVbbXbT0qiR48emJmZMW3aNLZs2UJRURHLly+nsLCQyMhI\/Pz8eOONN8TGA3d3d\/r378+gQYOwtLQkPz+fw4cPk5KSQl5entiN1bOnJ\/MXvMy3337GmTNHePfdNwkJ6avWFmptbSG5xtbuLek6SXdHB9mfUW7H4u\/vL5uPI3escb\/6jb+\/v6z\/mlykhH+Av6TYamlpc0Um50ju7W5nK13rcnR0lLwmFwN9u1HzTlRbS4v8XM3dfFbdpF+v4ZbmOo6ljPt0s76gNuH\/KHP9+nUyMzPp27evON9VXl5OVFQUbm5ubNq0STQC7UjuTg+9du0ahYWFasmg+vr6DB06lOPHjwP3Tw993FGERwJtbW2WLFmCldW9uwJjY2OefvppNm3aRFFREZ9++imVlZVMmTIFb29vXn\/9dQ4fPoyuri5ubm7069eP8PBwbG1tKSws5OjRoyQnJ5OTk0NdXesHsIeHG3\/964scOrSDCxdOsmzZEgYO7Cc7nOnr6y17RFdQIN027OfXS9bGxsxMeseio6MjW1fq3TtA\/GXVRH29tOg4OzvJesbJ2dn06uUr2ZLeKkrSQlt5S9rEtL5eOgqiplr6Z8m\/rvnfztnZkYZ6zf9u+hK7GoBKCVdqC3PpY0sze3MqKioe+eOdGzducOXKFfr06SOKeWVlJRMmTMDOzo6ff\/5Z9GTrSDSlh7b93tzdmHNnMmhXTg99GChHbf8hhoaGREVFERUVRWNjIwcPHiQ2Npbp06ejpaVFREQEEyZMYMiQIbi4uODi4kJDQ4PopJ2RkYGpqanopG1kZET37g7MmfPfzJnz3xQXF7Nz5x7i4nZx5MhxtZwTucwTN1cX2dkeC5k7ax0dHdkCfe\/evWXD5uSOQkxNTWXrN25ublzP01xP0dXV5dIl6WFVCwvp+ZdevXxJT9fcwGFqasIVibA4LS0tMjOyNV7T0dEhK0tzDc3OzoaSmxWar9naUiFhKNpcr3mXJNdKra+rQmpc1szOnCtXrtDQ0CCm+FpbW3fKh7gU+fn5XL58mT59+ogf1FVVVUyaNAkzMzO2bt3aaTs2qfRQ4J6B1QdJBu0K6aEPA2XH8xDR09Nj7NixfPPNNxQUFLBx40b09PR4\/vnn8fDw4MUXXxTPj52dnQkODmbIkCE4OTlRVlbG8ePHSUpKIisrS5xJsLW1ZfbsWezYsYXMzPN8\/vnHjBr1JKamprItxU7O0vM3KpVK1l6nd+8A2a4yXV1pYTEyMpKNZnB2dpIVTDmXhN69A8QdoiakIhAALGS6yHy8e0ruHB0d7e9xp2jD09ONWolrzjLBdvo60gX+W8Wau9PkWqm1BYkuOD1t\/IL9GTRoEGFhYZiZmZGbmyse++bm5sr+fXYEhYWFXLp0icDAQPEoq6amhsmTJ6Orq0tcXFynzRu1pYfGx8erBRXa29uLa7+T4uJicRd0Z3qo1GMeZxThaSd0dXV58sknWbt2LTdu3CA2NhZzc3NeffVV3N3dmT17Njt37qS5uZnu3bsTFBTE0KFDcXNz49atW5w8eZLjx4+TmZlJVVUVgiBgZWXJf\/3XNL777ku+\/fZz\/va3+UREjNX4i1koY7zpH+Ana1YqdzdsaGgo21QQECBfv9HWlhYtV1cXMmUaGnT1pO96nZ2dZOeVpIY\/AfRk7qbb0iA1YWsjPb9jaCh9\/FVfrVl49fV1KS3QfORnZi794dtSp1k0jaxaaz8qlQoTExM8PDzo37+\/eOx78+ZNjh07xokTJ8jKyhLfZx1FUVER6enp9O7dWzzSrqurY+rUqbS0tLBr164OMS69m\/ulh7q7u2Nvb6+WDNrY2EhiYqKYDNqV00MfBspRWwegra3NsGHDGDZsGB9\/\/LGYKfS3v\/2NkpISRo8eTVRUFKNHj8bBwQEHBweampooKSmhuLiY3377DX19fTFZ9cqVK3h5eTF69GhUKhU1NTX88stB4uJ28ssv+7GyspRtwZZrDDAwMJDdSfXuHcDJk5rNN0H++M\/a2ooLF6SbDlxcXMjN0dyarKure595JTeuX9csPI6OjrLDu7k50i3lcqWRxkbpi9W3pL3iCiRSSp2621Ej0dGmL3N82VipWeiNJJJHDQwMxGPftuyqmzdvcu3aNfT19UVjTgsLi3Y7FiouLub8+fP07t0ba+vWtv36+nqmTZtGTU0N+\/fvf2hzOf8u90sPValUzJ07l6VLl+Ll5YWXlxdLly7FyMiIadOmiY\/tqumhDwOVoIz7dhotLS2kpqayZcsWtm3bxvXr1xk5ciRRUVGMGTNG7Oxpc9LOycmhoqICXV1dHBwcsLOzw9zcXO3Dob6+nsOHj\/DzP7ewd+++exwRtLW1MTM3k3Q76NcvlN9+05zoCRAcHERqqub6TrduFlRX10geW4WHD+ToUemOHk8PD7KyNA+09u3bl9Nn0iSf6+XlRWam5pqWn58\/Fy5oru+4urpIGnzq6uphoG8iOaxqb+tEedm9TRTa2tqYG9tRV3tvF5qdnTUNxZp3lP2C\/chN1vzvEj6gB7ln7hVWLW0VfhYqjb527sO9eGpFlMbX08SdWTk3b95EpVKJgW2WlpYPbXamLYsnICBA9LJrbGxk+vTpFBQUcODAAfHYrTOQEtu29FBo3RUtWbKEL774gvLycsLCwvj888\/FBgRo\/V1csGABGzduFNNDV69ejbOzvMXV44AiPI8ILS0tpKWlsWXLFrZu3UpWVhZPPPEEUVFRRERE8OWXX5Kens7y5cvR1tYWmxPuzL3v1q2b2i\/N7du3SYhPJC5uBzt37aa0pJQ+fQI5feaM5DpCQ0NITk7ReM3CwpyamlpJYRk0aADHjknHX\/v59ZJss\/bwcOeazADngAEDSDqheafVvXt38vOlj9ICA4NIS9O8iwsfNICkJM0zVP5+vbh0SfOaXF2cKcyv0HjN09NN0pE6uE9vrp7VbCg6JCyIK0mad20hfs4UZ90rSmaWergImv89\/Kf0ZfDCERqv3Y+WlhYqKyvF99nt27fVmhN+b1tzSUkJZ8+exd\/fX6x13L59m1mzZpGVlcWvv\/4q7oAUui5KjecRQUtLiz59+vDee++Rnp5OamoqYWFhrF69mp49e\/LRRx\/Ro0cPtLW1sba2FoO0\/Pz8RNFKTEzkwoULlJaW0tLSgq6uLiNHPclnn39KVtYVdu2O46kxo8Xi6N2YmprK1m\/kzDcBbsm0JDs4OMh2s8mZkWpra3NRppvt7jP4OzE1NZF0KwAoKpKudXWTuevu7iQ92yPnSG1sKF2zaJHoaANpV2pTC2kBkAqAexC0tLTo1q0b3t7ehIeHExoaiomJCTk5OSQmJpKamqo2k\/YglJaWkpaWRq9evUTRaWpq4oUXXuDKlSscOHBAEZ3HBKXG8wiiUqnw8\/OjZ8+eZGdnU1JSwpQpU\/j111\/56KOPGDRokJgpZGdnh5WVFb6+vpSXl1NcXEx6ejrNzc3iTsjKyupfdaahDBs2lEWL\/saJEyfZvn0HO3bsJC+vta7i7+9HUtIJyXXJuf\/a29vL1oY8PT0oKJAu\/ku1UEPr0OjZs9KCKGew6uPjS0qK5iM6fX098vOlu+gqK6SFVCUTnS3lSA1wu156DqnypuZajYWlkWR2j42NOU0SPm2aAuB+DyqVClNTU0xNTfH09KSuro7i4mKKioq4fPmyWmCblGNFWVkZZ8+excfHR2zYaG5uJiYmhjNnzpCQkCAr2ApdC0V4HmHefPNNTp8+TXJyMo6OjgiCQHZ2NrGxsfzzn\/9k\/vz59O\/fX5wj6t69O5aWlnh7e1NZWUlRURGXLl2iqakJa2trUaS0tbUZOHAAAwcOYPnyD0hNTWXbtjhZtwE7OztZYenRw0N2ME4u\/rpHjx5clXFRMDaW\/gC1srKSbTrQ0ZHeEfj6+nAuTfNz9fT1uXJFeg4q\/4b0z1NaIm1+WiLhw6avp0upROqojZ0ZDdman2dooI2UPD4s4bnnexoa4urqiqur6z2BbQYGBqIItdUfKyoqOHPmDN7e3qILREtLC6+++ionTpwgPj5etntQoeuh1HgeYUpKStDV1dUYDy0IAtevX2fr1q1s3bqVY8eOERwcLIqQm5sbKpUKQRC4deuWeIfa0NCAjY2NeFZ\/97BnWto54uJ2EBe3Q+0DPTx8EEePHpNcq6enh+TAqpubK9nZ0jM2gweHc\/SI5tfW0tKmm6WlpCPBwIEDSErSXPtRqbSwtLSlTCLFNCQ4iNOnNe+kAgMDSD+vWQztbG2oKJMw5TQyQtVkrNEc1MLMFKo0d2p5uHen9qrm3VDIAHeKz2gWusFDnShP07xbnLJ5JlY9pFu+HzZ3xsnfvHkTLS0tzM3NKS0tpWfPnmJRvaWlhXnz5rF\/\/37i4+Nxc3PrsDUqPBp0Wo1n9erVuLu7Y2BgQHBwMEeOHOmspTyyWFtbaxQdaD3+cHZ25q9\/\/auYKTRz5kx+\/fVX+vTpw+DBg1mxYgUZGRmYmZnh5eXFoEGD6NevH8bGxmRlZZGYmMiZM2fUnLR79w7g7bffJCXlJKdOJfPOO2\/Ru3cAJSWaC+IATk5Osi4J9+viyZVJKfXz95NNZm1okLaz8fX1kRQdkE+LlYvHtrKWrv3IOVI7ywz1Wss4Sci1UiMRGgdgbN0+Ox4p2hpd\/P39GTp0KB4eHpSUlKClpUVGRgYzZszg66+\/ZsGCBezZs4eDBw8qovOY0inC89NPPzF37lzxKGnw4MGMGTNGNq1SQRqVSoWDgwMxMTEcPHiQ\/Px8YmJiSEpKol+\/fvTv35+lS5dy8eJFTExM8PT0FOMc2qbZExMTOXXqFDdu3KDxX07H3t49WbhwAUlJR9my5Sfee+\/vhIaG3NNuKmdVA\/LR2j17eslm\/sjNcpiYGMs6VVtaSrtvW1paUlgo3VhQclNa7EyMpddkIXGjAGBhKn3NUE8mruC29LxQU7Vm41AtXW0MLDovYbS6uprMzEy8vLwYNmwY\/v7+WFlZsWLFCr744gvc3d05ePCg4lv2mNIpwrNy5Upmz57Nc889h6+vLx9\/\/DHOzs6sWbOmM5bTpWibvXjuuefYu3cvhYWFzJs3j7S0NMLDwwkODmbJkiWkpaVhZGQkTrMPHDgQS0tLrl+\/zuHDh8WupbbkU3d3d1577a8kJPzK5cvpLF\/+IcHBQWhpackW9728esimlMq5QqtUWrLRDL169ZJNZi0slK7DePfsIXnN3NyMq1elb4JuVWou5t\/vmtAs\/evWVCfddFAhkWIKUFem2anb+D\/oaPtPqaqq4tSpU7i5ueHq6iq+J62trWlsbGTXrl2MHz+e77\/\/HicnJw4fPtxpa1XoHDpceBobG0lNTVWzCwcYNWqUYhf+kFGpVFhaWjJr1ix27NhBUVERb7\/9NpmZmYwYMYLAwEDeeustUlJSMDAwwM3NjbCwMAYNGoS1tTWFhYUcOXKE5ORkcnNzxdZZR0dHRo16kr\/\/\/R1On05hwYLXGTZsqEZz0Pv5Ul27Jp2A2svPl5s3pY\/4tLSk377du3fn6tVsyety8dheXtIR2GZmppKhcAA3iyokr1WUSGcnVZVI2wzVV2huYTftZkCTlF1OJwlPdXU1qampuLi4iG3ugiCwYsUKvvzySw4cOMDYsWOZP38+R48e5caNG4SFhT3UNRw+fJjIyEgcHR1RqVRs375d7fqsWbNQqVRqf\/r376\/2GCU9tH3p8K62kpISmpubZS3FFdoHc3Nznn32WZ599lmqq6vZu3cvsbGxRERE0K1bN8aPH090dDT9+vUTu5banLSLioq4cuUKZmZmCIJAfX09oaGhGBsb06OHJ889N5vS0jJ27drN9u1xJCQk0tjYKOlEAODr48OlS9KBcHLGnrq6urIO2m5u7uTnaxYtbW0dLstEJBgYSB9R9ejhQXqa5nqWra01FWWaW871dHUkrXL09HQoyde8qzE20+N2reY6jqW1IZRo3vEZdXB9B1rNPVNTU3F2dsbDwwNoFZ1PPvmETz\/9lAMHDtC7d2+157SHYWZNTQ2BgYH8+c9\/ZtKkSRof89RTT7Fu3Trx\/+\/2J5w7dy47d+5k8+bNWFlZMW\/ePCIiIkhNTW3X9NPHhU5rp\/49luIKDw8TExMmT57M5MmTqa2tZf\/+\/cTGxvL0009jZGREZGQk0dHRDBw4EGdnZ5ydnbl16xZpaWk0NjbS0tLCuXPnxDgHY2NjrKwsmTlzBjNnzqCyspIDBw6yZctWysrKNA4atg4LSgiPSnWfoDo\/zpyRdsGWMyr19fHi4kXp1y7Ilz6iM5Fp7XZxcSa9TPMRXXdHB8pzNddqnLrbSXa0OXS3pFGildrc3IAWiQ1hRx+11dbWkpqaiqOjo5rorF69mhUrVrBv3z6Cg4M7ZC1jxoxhzJgxso\/R19eXHKRW0kPbnw4\/arO2tkZbW1vWUlyhYzEyMiI6Oprvv\/+egoICvvzyS9E7y8vLi1deeYWdO3cybtw41q1bR3h4OEOHDsXFxYWKigpOnDhBUlISV69epbq6GkEQMDc35+mnJ7F584\/k5Fxlw4Z1TJo0QRwwVCEvLL18fSkqkhYAIyNp92djYyNZt4Ju3aS70mxtbciRMQ2tKJceojU0kF6Tg8SHHICJkfQOy0LGldrQUCaeop1meDRRV1dHamoq9vb29OjRQ2zj\/+abb3jvvffYtWvXQz9O+09pG1jt2bMnzz\/\/vNqcmZIe2v50uPDo6ekRHBysZhcOcODAAcUu\/BHAwMCAcePG8e2331JQUMAPP\/xAU1MTs2bNorS0FF1dXeLj42lpacHR0ZG+ffuKcQ7V1dVqcQ63bt1CEARMTEyYNGkiGzasJyfnKj\/9tJGYmBepq5MuxMvZ1ahUKjIypEXL17eXbJt1SYl0x5q7h7T9jr6+PteypDvw5BypdZAeZNWR+TXUl8k+0pM58Wmv4dG7qaurIyUlBRsbG7y8vETR2bBhA2+99RZxcXEMGjSoQ9byoIwZM4Yff\/yRQ4cO8dFHH5GcnMwTTzwhNqoo6aHtT6cctb3++uvMmDGDkJAQBgwYwJdffklubi4vvvhiZyxHQQJdXV18fX1JTk5m3LhxvPDCC+zYsYNXXnmF6upqxo4dS3R0NCNGjBDjHJqbm8U4h5SUFPT09ETrHnNzcwwMDIiIGEdExDjee\/\/voonprt17KC0pFb93loxhqK+vj+yORltb+kPe0rIbGRnSM0faWtK\/El5eHmRc0lxg1tbWJidb2hKoulK6+85Ixxgk\/AeaG6S98VS3pWd4OqK5oL6+ntTUVKytrfH29hZFZ9OmTSxYsIC4uDiGDRvW7uv4d5k6dar43\/7+\/oSEhODq6sru3buZOHGi5POUcsDDo1OEZ+rUqZSWlvL3v\/+dgoIC\/P392bNnD66urp2xHAUZPvjgAwYPHszq1avR1tZm1KhRfPLJJyQlJREbG8vChQspLS3lqaeeEjOF7OzssLOzo7m5mbKyMoqKijh9+rQ4YGhnZ4eFhQV6enqMGj2SUaNH8mnzxxw5cpS4uJ1cSL\/AseMnJdckN5+jUqm4dElzBAJAT68eJCeflbyem5Mvea31Dliz8Li5OUs6UmuptMjPLdV4DaCyRKY9W6aVurlWelfX3jueNtGxtLTEx8dH\/ECOjY1l7ty5\/Pzzz4wY8fucsTsaBwcHXF1dychofd\/cmR56566nuLhYOZV5SHSac0FMTAzZ2dk0NDSQmprKkCFDHvr3WLx48T1tk3cWFAVBYPHixTg6OmJoaMiwYcNIT5f2I3scWbVqFWvXrlXr5NHW1iY8PJxVq1aJVvbu7u4sWbIENzc3pk2bxk8\/\/URNTQ02NjbiJHuvXr1oaWnh7NmzHD58mIsXL4pO2m0mpqtW\/YO9+3axf\/9uXnrpRZyc7p32lxtIdXZ2knXJVqmk3\/LOTt1lZ3\/qaqR3LbY20gaXzs4O1NdpFgldHW1Kbkivt0m6A5t6CXNQaN8dT0NDA6dOncLc3BxfX19RdOLi4pgzZw4bN268b3H\/UaK0tJS8vDzRL05JD21\/unwsgp+fHwUFBeKfc+f+rxNq+fLlrFy5ks8++4zk5GTs7e0ZOXIkVVXSHwSPG3p6erLHC1paWvTr14\/ly5dz+fJljh49ip+fHytWrMDNzY3Jkyfzww8\/UFlZiZWVFb169WLIkCEEBAQAcP78eQ4fPkx6ejolJSW0tLSgpaXFwIH9WbbsfS5ePEtCwn5ee+0VPDzc8fBwl3U6sJUdSFWRmZkted3ZRdraR1tbm6yr0oKnpZI+PLCXcV22sjLTGOIGYGZhSH2VZrHT0VPRUKm5pqSlq42hhXSjw39C2xyeqakpfn5+4ntj9+7dPPfcc2zYsIHx48e3y\/d+UKqrqzlz5gxn\/pU7de3aNc6cOUNubi7V1dXMnz+fpKQksrOzSUhIIDIyEmtrayZMmACop4f++uuvnD59munTpyvpoQ+RLm0SunjxYrZv3y6+Ae9EEAQcHR2ZO3cub7zxBtB6J2dnZ8eyZcv4y1\/+0sGr7VoIgkB6erqYrnrx4kWGDRtGdHQ0ERERWFlZiTWBiooKMXCsqalJNDFtc9K+k\/T0i2zdGkdc3C4uX763zuPl5SuZROrd04vMTGmz0v79+5OSrDlCwcvLk9xr0rshHy9\/cq5prvEMGTCQtBPZGq\/5+7pTkq5ZQLx87SVdqR1dzbG8pfkYzsTelBm7Hv77t010jI2N8ff3Fwd49+\/fz\/Tp0\/n666955plnHvr3\/XdJSEhg+PDh93x95syZrFmzhujoaE6fPk1FRQUODg4MHz6cd999V81TUEkPbV+6vPCsWLECc3Nz9PX1CQsLY+nSpXh4eJCVlYWnpyenTp2ib9++4nOioqKwsLDgu+++68SVdy0EQeDKlSvExsaydetWzp49S3h4ONHR0URGRmJnZ6fRSbuxsVGMc2hrw7+TS5eusHnzz2zdGse1a9nY29tTVCRtCjp48ECOH9OcrqpSqbC1caS0VPPzwwcNIPmkZidrOUdqgH69+3HlnObdklzqaHB\/d26e1Sx2vn3s0M7RfM3AxYjeb4aJTR36+voaH\/fvcPv2bVJTUzE0NCQgIEAUnfj4eKZOncrq1auZMWOGUnxXeCC69FFbWFgYGzZs4JdffuGrr76isLCQgQMHUlpaKrZFKg4K7Y9KpcLb25tFixaRnJzM5cuXGTt2LJs3b6Znz5489dRTrF69mhs3bqg5aYeGhmJkZMTVq1dJSEjg7NmzFBQUiE7aVlbdGDJkAHv3buPs2ZO88cY8goP7SH74yQW7eXi4SYoOQFOTtJeanCM1QNF16ddtkS4bYSDTSm1iLN25Z+tmr2Z59Ntvv5GdnU1trXRNSI7bt29z6tQp9PX11UTnyJEjPPPMM3zyySeK6Cj8W3TpHc\/d1NTU4OnpycKFC+nfvz+DBg0iPz9fLYTq+eefJy8vj3379nXiSh8PBEEgLy9PzBQ6fvw4ISEhYqZQm8EktJ7bFxUVUVxcTE1NDSYmJlRXV+Pj44OTk5Pa616\/ns+OHXvZsWMPJ06k0NLSgqmpCY0NLTQ1aW5BDh80kBMnzkiu1dHOmdLSConnDiD1pOb2blsbKxpLpHccgU6+FOVKvO7AHuSe1rwbGjTUmco0zbso\/8l9GPxGay2ioaGBmzdvUlxcTFlZGcbGxmJnobGx8X3FoqmpiVOnTqGjo0OfPn1E0UlKSmLChAl8+OGHzJkzRxEdhX+LLr3juRtjY2MCAgLIyMgQu9sUB4XOQ6VS4eLiwty5c0lMTCQ3N5cZM2Zw8OBBAgMDGTJkCP\/4xz\/IyMjA2NgYT09PBgwYgLm5OdXV1RgYGHDp0iVSU1O5fv26GOfg5ORITMxs9u2L5fLlZFatWkp0dITsWhpk5mVcXJwkRQfgdqP0bsepu3Sypq6utEcbQINEYwGAtiD9Pe\/0adPX18fJyYmgoKB7Bn2PHTtGRkYGlZWVaLr\/bG5uFtvgAwMDRdFJSUlh0qRJvPvuu4roKPwuHqsdT0NDA56enrzwwgu8\/fbbODo68tprr7Fw4UKgtXhqa2urNBd0MoIgUFJSwrZt29i6dSuHDh3Cx8eHqKgoamtr+eqrr0hKSsLd3Z26ujqxJnTr1i0sLCzE2oaBgXrGTVlZOXt2H2THzn0kJhwXhUpbWxtTU0uqqzT3Lg\/o349TKdK5Py6OPbhZrPk4bciAAaSd0NzQ4ObqQL20hyredpbU3dIsPuGhtlRkas4TGv4\/o\/EZHyD9wtybFto2Y2Vra4uFhQWCIHD69GkA+vbtK9bXzpw5w7hx41i0aBHz589XREfhd9GlhWf+\/PlERkbi4uJCcXEx7733HomJiZw7dw5XV1eWLVvGBx98wLp16\/Dy8mLp0qUkJCRw+fJl2QAyhY5DEATKy8uJi4sTdz99+\/Zl+PDhREdHq3VX1dfXi91xFRUVmJmZiSamhobqnmeVlVXs2\/crO3fs4\/r1QsmYa4BBAweQ8pvmxgJbW2uqyqR\/hcICQ7ksEU0dGtSLvBTNgmVmYYhFg\/SBRD9vU2qLNfvGjfvfSbgMkLb+uZuWlhbKy8vFv7u2CX1dXV1CQkJE5+bz588zduxYXnvtNRYtWqSIjsLvptPcqTuC69ev86c\/\/YmSkhJsbGzo378\/J06cEB0SFi5cSF1dHTExMZSXlxMWFsb+\/fsV0XmEUKlUdOvWjby8PIqKijhw4IBYF2qz6omKiiI6Opq+ffvi4uKCi4uLWNsoKioiIyMDU1NT8Y7e2NgYc3NTpk6NZurUaGpqajlw4DC7dh7k4IEj1NSoF+ELJOIVQN6RGqDwurQvnKGudOqonYMZDdmahUVLW0VdqXSjwL8bea2lpYWVlRVWVlb07NmTlJQU6uvraW5uZsWKFZw8eZLw8HA+++wzYmJiFNG5iw0bNvDaa6+Rn5+v1kE4adIkjI2N2bBhQyeu7tGkS+94FLoGubm5jBw5ktjYWPz9\/cWvV1dXs2fPHmJjY9mzZw9WVlZiplBoaKh4PNTY2CgW2EtLS9UK7G1u2W3U1zcQf+gYO3cc4JdfEtHT16OqXNqaZnD4IFJOaM4FMjI0QK9e2ux0cJ8gMk5JtFKHuXEzTfNRmrW9MfYN0sIz62DM7xogbXOVaGxsJCgoCB0dHc6dO8fq1avZt28fZWVljB49mkmTJjF+\/Ph\/xVoo1NXV4eDgwFdffcXkyZOB1tyx7t27s2\/fPo0zRY87j1VzQUdwv\/TDB7HpUdIP1XFxcSE9PV1NdKA1U2jKlCn89NNPFBUVsWrVKsrKypg0aRK+vr7MmzePI0eOoKWlRffu3WWdtKuqqhAEAQMDfcaMfYLVaz\/g4uVEvvjiQ56ZFkk3S3ONa5NzpJZrLAC4VSqdGWSgJ90u3c1KOipBS1cbA5koBSna8pUaGhoICgpCV1cXlUqFiYkJhw4d4tlnn+X8+fMMGTKEL774gr59+2psSHgcMTQ0ZNq0aWrBcj\/++CNOTk6PpEnqo4AiPA+ZtvTDzz77TOP1B7HpmTt3Ltu2bWPz5s0cPXqU6upqIiIiaG7WHCT2OKApVvtOjIyMmDBhAj\/88AMFBQWsXbuW+vp6pk2bhpeXF6+++irx8fFAqylkYGAgQ4cOxdPTk9raWpKTk+\/p8tLT02XI0P78Y9X\/48z5XWz++VP+a9YEbG1bTUrv50htay1tlaOjo02pTEebqln6Q93EVE\/ympGV0b99DNbS0sL58+epra0VRQcgJyeHcePGERUVxUcffYSPjw9vvPEGJ0+e5MKFCw\/9uO2PfNP2\/PPPs3\/\/fm7caK3nrVu3TozYVrgX5aitHVGpVGzbto3o6GjgwWx6KisrsbGx4fvvvxft2\/Pz83F2dmbPnj1K+uG\/ye3bt4mPj2fLli3ExcXR3NxMREQEUVFRDBs2TDyTv7vLS0dHRzyOMzc3V\/sAaWlpISX5HAnxv7Er9rhkDWhw6EDOpWRrvObq6kCDTEdbaIALRZmaHa0HDHGmSsIJwdbfgUnrn5V+4bsQBIHz589TVVWl1khw48YNRo8ezZNPPsnatWvFBo72ZO\/evRw7doygoCAmTZqk9rsDsGzZMt5\/\/33Wr19Pz549ee+99zh8+LBaM9CcOXPYuXMn69evFyOry8rKOiSyOjg4mKeffprRo0cTGhpKdna2YrEjgSI87cjdwvMgNj2HDh1ixIgRlJWVqVmyBwYGEh0dzZIlSzr6x+gyNDU1ceTIEbZs2cL27dupqakR7+hHjBghdr61tLSoiZBKpVKLc7j7Q\/js6SvEbT3Evl1HuVlcKX49wCOQvGua6zRyHW0APvaW1Epk+Awe6kS5RKec+3AvnloRJfv30Eabn96tW7cIDg4WRbiwsJCnnnqKgQMH8s0337T7B7Ym\/og3bWvWrGHVqlWMGjWKjIwMfvnll3b9fn9klKO2DuRBbHqU9MP2Q0dHh+HDh\/P555+Tm5vLzp07sbGxYcGCBbi7uzNr1iy2bdtGXV0dNjY2+Pn5MWTIELG2dO7cOQ4fPsyFCxdEJ20AFzcbwof35J87P2TH\/k95ae5UfHq5k58nncEj19Fmam4gKToANP7nAXCCIHDx4kUqKyvVRKe4uJhx48YRGhrK119\/3Smio4lr165RWFioFketr6\/P0KFDxTjqzo6sfvbZZ7lx4wZfffUV\/\/3f\/93u3++PTJdup35Uufvc90GSDZX0w4eLtrY2gwcPZvDgwaxcuZLk5GS2bNnCO++8wwsvvMCoUaOIiopizJgxYquxj48PFRUVFBUVceHCBZqbmzE3N6e8vJyePXu2Wvc4ga+fO3MXTOdaRgGH9pzi0J7TXElXj3IQpBvlsHMwpzFHcys1QFOVdEPDg7RSC4LApUuXKCsrIyQkRBSdkpISIiMj8fPzY\/369fetq3UkcjdtOTk54mM686bNzMyMSZMmsXv3brUjQoV7UXY8HciD2PTcmX4o9RiFh4uWlhZhYWGsWLGCK1eucOTIEXx9fVm2bBlubm5MmTKFH3\/8kcrKSiwsLPDx8WHw4ME4ODhQVlaGtrY2GRkZnDt3jqKiIrEJxN3Lgdl\/HcePv7zFtqPv8cqiifj1cQOgqkRaPMzv05VWVyYzw2Mjv+MRBIHLly9TUlJCcHCw6O5QXl5OVFQUHh4ebNy4UWwweNR41G\/aCgoKePbZZx+KI3hXRhGeDsTd3R17e3u1ZMPGxkYSExPFZEMl\/bBz0dLSIigoiKVLl3LhwgV+++03goOD+d\/\/\/V\/c3NyYOHEi3333HT\/++CMjRozA3t6eoUOHEhISgoGBAZmZmaKTdmFhoWhK6uRmw3\/FjGb9rv\/Hzt8+IPK5MHr1c0FL694PRLlWatNuBjTVSfvKGcnseARBICMjg+LiYoKDg8WaVmVlJdHR0Tg4OPDPf\/5TbDB4lHjUb9rKysrYvHkzhw4d4qWXXmrX79UVeHT20l2E6upqMjMzxf9vSz+0tLQUDTGXLl2Kl5eXaNNjZGTEtGnTAPX0QysrKywtLZk\/f76SftgJqFQqAgICCAgIYPHixVy+fJnY2Fg++ugjcnJyGDp0KElJSWJwnZmZGT169KC6upri4mKysrJIT0\/H0tISOzs7bGxs0NXVxd7RkvGz+zN+dn\/Ki6tI2nuJ47svcC4pm5ZmQbaV2tLaCEqk6z\/GNpqFRxAEMjMzKSgoEOMmAKqqqpg0aRIWFhbExsY+snfqd960tTXmtN20LVu2DFC\/aZsyZQrwfzdty5cvb9f1BQUFUV5ezrJly\/D29m7X79UVUITnIZOSkqI2qfz6668DremH69evfyCbnlWrVqGjo8OUKVPE9MP169c\/MoXexxGVSoWPjw99+vShoKCAjz76iPr6ejZt2sS8efMYOHAg48ePJyoqCkdHR0xNTfH09KSmpobi4mJyc3O5cOEClpaWonWPnp4e3WxNGTszlLEzQ6ksreHkL5fJTy0gP72YpsZ757bMzfVokXbwkWwuyMrKIj8\/n5CQEFF0ampqmDx5Mnp6emzfvv0eP7uO5o9805adnd2ur9\/VUNqpFRQekIqKCry8vFizZg1PP\/000LqTyM3NFTOFkpKSCA0NFa17XFxcxPpCbW2taMR569YtunXrJpkSWlfVwLlfMzmz7woXDmdzu6H1yC5ssDM15zXP8GjpaPFC0mv31DOysrLIzc0lJCREtAiqq6tj8uTJNDY2snfv3kfCn1Ausnr9+vUIgsCSJUv44osvxJu2zz\/\/XM3RQoms\/mOgCE8X5PDhw6xYsYLU1FQKCgruGcSbNWvWPdHeYWFhnDhxQvz\/hoYG5s+fz6ZNm9R+ge8OXXvcKC0txcrKSuM1QRDIz88X4xyOHDlC7969iY6OJioqCk9PT1EU2py0i4qKqKysxNzcXBShu3ce9TWNpCdkcWbfFcwa6ylJ1WxKamJnyozd6nEe2dnZZGdnExwcLIpLfX09f\/rTn6isrOSXX37B3FyzHZCCQnuhCE8X5H4T4LNmzaKoqEjNW0pPTw9Ly\/8ztOzMCfCugCAIFBcXs337drZu3Up8fDw+Pj6iCPn4+Igi1NDQIO6EysvLMTU1FeMc2o7F2mhqaCIv6RpZv2aQfeQqjdX\/V++527UgJyeHrKwsgoODMTMzA1rrItOnT6egoICDBw\/e03qsoNARKMLTxbl7AhxahaeiouIeL6w2OnsCvKshCAJlZWXExcWxdetWDh48iIeHhxjn4OfnJ7ohtDlpFxUVUVZWhomJiVpU9Z00327m+m85ZB3KIDsxE4c+3XnqH9FAq6P31atXCQoKEnc0t2\/fZubMmVy7do1Dhw5J7twUFNobRXi6OFLCs337dvT09LCwsGDo0KG8\/\/772Nq2mloqtj3tS0VFBTt37mTr1q388ssvdO\/eXRShPn36iCJ0+\/ZttTgHQ0NDcSdkYmKi7h\/X3EJNcRWmDuZcv35dDMyzsLAAWu2CnnvuOdLT04mPjxf\/rRUUOgOlq+0xZMyYMUyePBlXV1euXbvG22+\/zRNPPEFqair6+vqdPgHe1bGwsGDGjBnMmDGDqqoqMVNozJgxWFtbExkZyYQJEwgNDcXR0RFHR0eampooKSmhqKiI7OxsDAwMxJqQmZkZWtpamDqYc+PGDa5cuUJQUJAoOs3NzcTExJCWlkZCQoIiOgqdjiI8jyFtx2cA\/v7+hISE4Orqyu7du5k4caLk8xTbnoePqakpU6dOZerUqdTW1rJv3z5iY2OZMGECJiYmYnfcgAEDsLe3x97enubmZkpKSiguLiY1NRVdXV1sbW1bYxpyctR2Os3Nzbz66qucPHmS+Ph4cRBTQaEzUYRHAQcHB1xdXcnIyADUJ8Dv3PUUFxcr7gntiJGRERMnTmTixInU19dz4MABtm7dyjPPPIOenp64Exo0aBB2dnbY2dnR3NxMWVkZ2dnZVFRUoKurS1paGrW1tTz55JMsXLiQhIQEEhISHvuORIVHB8UyR4HS0lLy8vJwcGhNzFRsezofAwMDIiMjWbduHYWFhXz33XeoVCpmzZqFp6cnMTEx7N+\/n+bmZnbt2sWaNWvo06cPAQEBXL58meeeew43Nzc2bdokhqcpKDwqKM0FXZA7J8D79u3LypUrGT58OJaWllhaWrJ48WImTZqEg4MD2dnZLFq0iNzcXC5evKgWqLVr1y7Wr18vToCXlpYq7dSdTFNTE4cPHxYzherr66mtreW1115jwYIFGBgY0NLSwltvvcW+ffsICQnh0KFDNDQ0EBUVxerVq0VjUAWFTkNQ6HLEx8cLwD1\/Zs6cKdTW1gqjRo0SbGxsBF1dXcHFxUWYOXOmkJubq\/YadXV1wssvvyxYWloKhoaGQkRExD2PUehc4uLiBAMDAyEyMlJwdnYWzMzMhMmTJwsTJkwQbG1thfT0dEEQBKG5uVk4evSo8P7773fIut5555173nt2dnbi9ZaWFuGdd94RHBwcBAMDA2Ho0KHC+fPnO2RtCo8GivAoKPwBiY+PF4yNjYWff\/5ZEIRWcUlKShJiYmIEfX194dixY522tnfeeUfw8\/MTCgoKxD\/FxcXi9Q8\/\/FAwNTUVYmNjhXPnzglTp04VHBwchFu3bnXamhU6FkV4FNqFpUuXCiEhIYKJiYlgY2MjREVFCZcuXVJ7zIPc+dbX1wsvv\/yyYGVlJRgZGQmRkZFCXl5eR\/4ojyRFRUXCjh07NF5rbm7u4NWo88477wiBgYEar7W0tAj29vbChx9+KH6tvr5eMDc3F9auXdtBK1TobJTmAoV2ITExkZdeeokTJ05w4MABmpqaGDVqFDU1NeJjli9fzsqVK\/nss89ITk7G3t6ekSNHUlVVJT5m7ty5bNu2jc2bN3P06FGqq6uJiIgQw9YeV2xtbYmMjNR4rW0AtTPJyMjA0dERd3d3nnnmGbKysoAHi7BWeAzobOVTeDwoLi4WACExMVEQhAe7862oqBB0dXWFzZs3i4+5ceOGoKWlJezbt69jfwCFB2bPnj3Cli1bhLS0NOHAgQPC0KFDBTs7O6GkpEQ4duyYAAg3btxQe87zzz8vjBo1qpNWrNDRdP6tkcJjQWVlJYBoRPogd76pqancvn1b7TGOjo74+\/srd8ePMGPGjGHSpEliDs7u3bsB1BzRf0+EtULXQREehXZHEARef\/11wsPDxeyUNuuduyOJ77TlUax7ugbGxsYEBASQkZHxQBHWCl0fRXgU2p2XX36ZtLQ0Nm3adM+133Pnq9wd\/7FoaGjg4sWLODg4qEVYt9EWYa0MJz8+KMKj0K688sor7Nixg\/j4eDXLlge5873TukfqMQqPHvPnzycxMZFr165x8uRJnn76aW7dusXMmTNRqVRihPW2bds4f\/48s2bNUouwVuj6KMKj0C4IgsDLL7\/M1q1bOXToEO7u7mrXH+TOV7Hu+WNy\/fp1\/vSnP+Ht7c3EiRPR09PjxIkTuLq6ArBw4ULmzp1LTEwMISEh3Lhxg\/379z8S8dsKHYNimaPQLsTExLBx40bi4uLw9vYWv25ubi5GOy9btowPPviAdevW4eXlxdKlS0lISODy5cuKdY+CQhdGER6FdkGqBrNu3TpmzZoFtO6KlixZwhdffEF5eTlhYWF8\/vnnYgMCQH19PQsWLGDjxo3U1dUxYsQIVq9ejbOzc0f8GAoKCu2AIjxdgJs3bxIQEMCrr77KokWLADh58iSDBw9m165dau3ICgoKCp2NUuPpAtjY2PDtt9+yePFiUlJSqK6uZvr06cTExDz2ovPBBx8QGhqKqakptra2REdHc\/nyZbXHzJo1C5VKpfanf\/\/+ao9paGjglVdewdraGmNjY8aPH8\/169c78kdRUOgyKDueLsRLL73EwYMHCQ0N5ezZsyQnJz\/2FvhPPfUUzzzzDKGhoTQ1NfHmm29y7tw5Lly4gLGxMdAqPEVFRaxbt058np6enjjsCq21pp07d7J+\/XqsrKyYN28eZWVlSq1JQeF3oAhPF6Kurg5\/f3\/y8vJISUmhd+\/enb2kR46bN29ia2tLYmIiQ4YMAVqFp6Kigu3bt2t8TmVlJTY2Nnz\/\/fdibHh+fj7Ozs7s2bOH0aNHd9TyFRS6BMpRWxciKyuL\/Px8WlpayMnJ6ezlPJLcbd3TRkJCAra2tvTs2ZPnn3+e4uJi8Zpi3aOg8HDR6ewFKDwcGhsbefbZZ5k6dSo+Pj7Mnj2bc+fOKYOWd6DJugdavcUmT56Mq6sr165d4+233+aJJ54gNTUVfX19xbpHQeEhowhPF+HNN9+ksrKSTz\/9FBMTE\/bu3cvs2bPZtWtXZy\/tkaHNuufo0aNqX287PgPw9\/cnJCQEV1dXdu\/ezcSJEyVfT7HuUVD4fShHbV2AhIQEPv74Y77\/\/nvMzMzQ0tLi+++\/5+jRo6xZs6azl\/dIIGXdowkHBwdcXV3JyMgAFOseBYWHjSI8XYBhw4Zx+\/ZtwsPDxa+5uLhQUVHBnDlzOnFlnc\/9rHs0UVpaSl5eHg4ODsDjbd2zevVq3N3dMTAwIDg4mCNHjnT2khS6AIrwKHRpXnrpJX744Qc2btyIqakphYWFFBYWUldXB0B1dTXz588nKSmJ7OxsEhISiIyMxNramgkTJgCtNj+zZ89m3rx5\/Prrr5w+fZrp06eLeTNdlZ9++om5c+fy5ptvcvr0aQYPHsyYMWPIzc3t7KUp\/NHp4OA5BYUOBdD4Z926dYIgCEJtba0watQowcbGRtDV1RVcXFyEmTNnCrm5uWqvU1dXJ7z88suCpaWlYGhoKERERNzzmK5Gv379hBdffFHtaz4+PsLf\/va3TlqRQldBmeNRUFC4h8bGRoyMjPj555\/FnR\/AX\/\/6V86cOUNiYmInrk7hj45y1KagoHAPJSUlNDc3yybEKij8XhThUVDoINasWUPv3r0xMzPDzMyMAQMGsHfvXvG6IAgsXrwYR0dHDA0NGTZsGOnp6Wqv0dGecb8nIVZB4X4owqOg0EE4OTnx4YcfkpKSQkpKCk888QRRUVGiuCxfvpyVK1fy2WefkZycjL29PSNHjqSqqkp8jblz57Jt2zY2b97M0aNHqa6uJiIigubm5oe6Vmtra7S1tWUTYhUUfjedW2JSUHi86datm\/D1118LLS0tgr29vfDhhx+K1+rr6wVzc3Nh7dq1giAIQkVFhaCrqyts3rxZfMyNGzcELS0tYd++fQ99bf369RPmzJmj9jVfX1+luUDhP0bZ8SgodALNzc1s3ryZmpoaBgwYwLVr1ygsLFTzg9PX12fo0KGiH1xHe8a9\/vrrfP3113z77bdcvHiR1157jdzcXF588cWH\/r0UHi8UyxwFhQ7k3LlzDBgwgPr6ekxMTNi2bRu9evUShUNTMb\/N8LWjPeOmTp1KaWkpf\/\/73ykoKMDf3589e\/bg6ur60L+XwuOFIjwKCh2It7c3Z86coaKigtjYWGbOnKnWmvx7ivkP8pjfS0xMDDExMe3y2gqPL8pRm4JCB6Knp0ePHj0ICQnhgw8+IDAwkE8++QR7e3sA2WK+4hmn0FVQhEdBoRMRBIGGhgbc3d2xt7dX84NrbGwkMTFR9IN7nD3jFLoWylGbgkIHsWjRIsaMGYOzszNVVVVs3ryZhIQE9u3bh0qlYu7cuSxduhQvLy+8vLxYunQpRkZGTJs2DVD3jLOyssLS0pL58+d3ec84ha6HIjwKCh1EUVERM2bMoKCgAHNzc3r37s2+ffsYOXIkAAsXLqSuro6YmBjKy8sJCwtj\/\/79mJqaiq+xatUqdHR0mDJlCnV1dYwYMYL169ejra3dWT+WgsK\/jeLVpqCgoKDQoSg1HgUFBQWFDkURHgUFBQWFDkURHgUFBQWFDkURHgUFBQWFDkURHgUFBQWFDkURHgUFBQWFDkURHgUFBQWFDkURHgUFBQWFDkURHgUFBQWFDkURHgUFBQWFDkURHgUFBQWFDuX\/A4gVzc4ux\/doAAAAAElFTkSuQmCC", "text\/plain": "<Figure size 640x480 with 1 Axes>"}, "metadata": {}, "output_type": "display_data"}]}}, "85007844bdc54cdf992dc43ba5b83a41": {"model_module": "@jupyter-widgets\/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {}}, "851af3a043f1495ea899768d977eda65": {"model_module": "@jupyter-widgets\/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {}}, "86d909bc42c141caa23af6d60020a0db": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "IntSliderModel", "state": {"behavior": "drag-tap", "layout": "IPY_MODEL_246b67cae6d04400856fb146b0a764d3", "max": 199, "style": "IPY_MODEL_2df005db5f0d49dda9dd0c4e6e958c48"}}, "87d61c25a76c41e1a826e0e1bcdaf617": {"model_module": "@jupyter-widgets\/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {}}, "88035a6b469f4a4891e35659867ff0c6": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "IntSliderModel", "state": {"behavior": "drag-tap", "layout": "IPY_MODEL_a687e87123924c42ad280c3d1993286b", "max": 1999, "style": "IPY_MODEL_b08f9008f0f040808e2c22dbf9b7d636", "value": 792}}, "8851479464964c8a8ed0ae1f204a6c9a": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "HBoxModel", "state": {"children": ["IPY_MODEL_93f14a52f3064949b531de7e08a42ee6"], "layout": "IPY_MODEL_0221bef15fef48a190eccd595775ec95"}}, "894a4ad9cfb04c80bd06a8491a9b3c14": {"model_module": "@jupyter-widgets\/output", "model_module_version": "1.0.0", "model_name": "OutputModel", "state": {"layout": "IPY_MODEL_c1912c587d5a48f6a85f569f08c3365e", "outputs": [{"data": {"image\/png": "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", "text\/plain": "<Figure size 640x480 with 1 Axes>"}, "metadata": {}, "output_type": "display_data"}]}}, "8d43b8903d1c4542ac1d493441e99717": {"model_module": "@jupyter-widgets\/output", "model_module_version": "1.0.0", "model_name": "OutputModel", "state": {"layout": "IPY_MODEL_7cc9130632e24968ac7630fa1302ec66", "outputs": [{"data": {"image\/png": "iVBORw0KGgoAAAANSUhEUgAAAkAAAAG2CAYAAACXuTmvAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjcuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy\/bCgiHAAAACXBIWXMAAA9hAAAPYQGoP6dpAAAiRklEQVR4nO3dfWyV9f3\/8dfhpocCbSNCe05HaTptdVhgG0Voo1JQGjplQF2CYkzJNiJykzXVEQvZOJrZEhL44tLZTWcYOFhJpjh\/47b+oEXW1W9BkA4Nq6NAda2djN5Q8FTg8\/tj4fw4tMXK2l7n9PN8JFfidXNO3\/14JT5znYO4jDFGAAAAFhnk9AAAAAD9jQACAADWIYAAAIB1CCAAAGAdAggAAFiHAAIAANYhgAAAgHUIIAAAYB0CCAAAWIcAAgAA1gmZACoqKpLL5VJeXl7gmDFGPp9P8fHxioyMVGZmpk6cOOHckAAAYEAIiQCqrq7WK6+8ookTJwYdX7dunTZs2KDi4mJVV1fL4\/Fo1qxZamtrc2hSAAAwEDgeQBcuXNATTzyhV199VbfddlvguDFGGzdu1OrVq5WTk6PU1FRt3rxZFy9e1LZt2xycGAAAhLshTg+wbNkyPfzww3rooYf0i1\/8InC8rq5OjY2NysrKChxzu92aPn26Kisr9dRTT3X5fn6\/X36\/P7B\/9epV\/fvf\/9btt98ul8vVd78IAADoNcYYtbW1KT4+XoMG9f7zGkcDqLS0VO+\/\/76qq6s7nWtsbJQkxcXFBR2Pi4vTmTNnun3PoqIiPf\/88707KAAAcER9fb3Gjh3b6+\/rWADV19frJz\/5ifbt26dhw4Z1e92NT22MMTd9klNQUKD8\/PzAfktLi8aNG6e\/n6pT3O2j\/vvB+8nFjsu698X\/K0n639UPaniE4w\/rJIXmXKE2E\/MwD\/PYM48UmjNJoTtXT1zsuKy0n\/8ffVqySFFRUX3yMxxbjSNHjqipqUmTJ08OHLty5YoOHjyo4uJinTx5UtJ\/ngR5vd7ANU1NTZ2eCl3P7XbL7XZ3Oh4VFa3o6Ohe\/A361pCOyxrkHi5Jio6ODpkbNxTnCrWZmId5mMeeeaTQnEkK3bl64vrZ++rrK459CfrBBx9UTU2Njh07FtjS0tL0xBNP6NixY\/rmN78pj8ejsrKywGs6OjpUUVGhjIwMp8YGAAADgGM5GBUVpdTU1KBjI0aM0O233x44npeXp8LCQiUnJys5OVmFhYUaPny4Fi5c6MTIAABggAjp52ErV67UpUuXtHTpUp0\/f15Tp07Vvn37+uzzQAAAYIeQCqDy8vKgfZfLJZ\/PJ5\/P58g8AABgYHL8f4QIAADQ3wggAABgHQIIAABYhwACAADWIYAAAIB1CCAAAGAdAggAAFiHAAIAANYhgAAAgHUIIAAAYB0CCAAAWIcAAgAA1iGAAACAdawJoMihg50eAQAAhAhrAsjlcjk9AgAACBHWBBAAAMA1BBAAALAOAQQAAKxDAAEAAOsQQAAAwDoEEAAAsA4BBAAArEMAAQAA6xBAAADAOgQQAACwDgEEAACsQwABAADrEEAAAMA6BBAAALAOAQQAAKxDAAEAAOsQQAAAwDoEEAAAsA4BBAAArEMAAQAA6zgaQCUlJZo4caKio6MVHR2t9PR07d69O3B+0aJFcrlcQdu0adMcnBgAAAwEQ5z84WPHjtXatWt15513SpI2b96suXPn6ujRo7rnnnskSbNnz9amTZsCr4mIiHBkVgAAMHA4GkBz5swJ2n\/xxRdVUlKiqqqqQAC53W55PB4nxgMAAANUyHwH6MqVKyotLVV7e7vS09MDx8vLyxUbG6uUlBQtXrxYTU1NN30fv9+v1tbWoA0AAOB6jgdQTU2NRo4cKbfbrSVLlmjHjh0aP368JCk7O1tbt27V\/v37tX79elVXV2vmzJny+\/3dvl9RUZFiYmICW0JCQn\/9KgAAIEw4+hGYJN111106duyYmpub9cYbbyg3N1cVFRUaP368FixYELguNTVVaWlpSkxM1M6dO5WTk9Pl+xUUFCg\/Pz+w39raSgQBAIAgjgdQRERE4EvQaWlpqq6u1ksvvaTf\/OY3na71er1KTExUbW1tt+\/ndrvldrv7bF4AABD+HP8I7EbGmG4\/4jp37pzq6+vl9Xr7eSoAADCQOPoEaNWqVcrOzlZCQoLa2tpUWlqq8vJy7dmzRxcuXJDP59Ojjz4qr9er06dPa9WqVRo9erTmz5\/v5NgAACDMORpAn332mZ588kk1NDQoJiZGEydO1J49ezRr1ixdunRJNTU12rJli5qbm+X1ejVjxgxt375dUVFRTo4NAADCnKMB9Nprr3V7LjIyUnv37u3HaQAAgC1C7jtAAAAAfY0AAgAA1iGAAACAdQggAABgHQIIAABYhwACAADWIYAAAIB1CCAAAGAdAggAAFiHAAIAANYhgAAAgHUIIAAAYB0CCAAAWIcAAgAA1iGAAACAdQggAABgHQIIAABYhwACAADWIYAAAIB1CCAAAGAdAggAAFiHAAIAANYhgAAAgHUIIAAAYB0CCAAAWIcAAgAA1iGAAACAdQggAABgHQIIAABYhwACAADWIYAAAIB1CCAAAGAdAggAAFiHAAIAANYhgAAAgHUcDaCSkhJNnDhR0dHRio6OVnp6unbv3h04b4yRz+dTfHy8IiMjlZmZqRMnTjg4MQAAGAgcDaCxY8dq7dq1Onz4sA4fPqyZM2dq7ty5gchZt26dNmzYoOLiYlVXV8vj8WjWrFlqa2tzcmwAABDmHA2gOXPm6Hvf+55SUlKUkpKiF198USNHjlRVVZWMMdq4caNWr16tnJwcpaamavPmzbp48aK2bdvm5NgAACDMhcx3gK5cuaLS0lK1t7crPT1ddXV1amxsVFZWVuAat9ut6dOnq7Ky0sFJAQBAuBvi9AA1NTVKT0\/XF198oZEjR2rHjh0aP358IHLi4uKCro+Li9OZM2e6fT+\/3y+\/3x\/Yb21t7ZvBAQBA2HL8CdBdd92lY8eOqaqqSk8\/\/bRyc3P14YcfBs67XK6g640xnY5dr6ioSDExMYEtISGhz2YHAADhyfEAioiI0J133qm0tDQVFRVp0qRJeumll+TxeCRJjY2NQdc3NTV1eip0vYKCArW0tAS2+vr6Pp0fAACEH8cD6EbGGPn9fiUlJcnj8aisrCxwrqOjQxUVFcrIyOj29W63O\/DH6q9tAAAA13P0O0CrVq1Sdna2EhIS1NbWptLSUpWXl2vPnj1yuVzKy8tTYWGhkpOTlZycrMLCQg0fPlwLFy50cmwAABDmHA2gzz77TE8++aQaGhoUExOjiRMnas+ePZo1a5YkaeXKlbp06ZKWLl2q8+fPa+rUqdq3b5+ioqKcHBsAAIQ5RwPotddeu+l5l8sln88nn8\/XPwMBAAArhNx3gAAAAPoaAQQAAKxDAAEAAOsQQAAAwDoEEAAAsA4BBAAArEMAAQAA6xBAAADAOgQQAACwDgEEAACsQwABAADrEEAAAMA6BBAAALAOAQQAAKxDAAEAAOsQQAAAwDoEEAAAsA4BBAAArEMAAQAA6xBAAADAOgQQAACwDgEEAACsQwABAADrEEAAAMA6BBAAALAOAQQAAKxDAAEAAOsQQAAAwDoEEAAAsA4BBAAArEMAAQAA6xBAAADAOgQQAACwDgEEAACsQwABAADrEEAAAMA6jgZQUVGRpkyZoqioKMXGxmrevHk6efJk0DWLFi2Sy+UK2qZNm+bQxAAAYCBwNIAqKiq0bNkyVVVVqaysTJcvX1ZWVpba29uDrps9e7YaGhoC265duxyaGAAADARDnPzhe\/bsCdrftGmTYmNjdeTIET3wwAOB4263Wx6Pp7\/HAwAAA1RIfQeopaVFkjRq1Kig4+Xl5YqNjVVKSooWL16spqambt\/D7\/ertbU1aAMAALheyASQMUb5+fm67777lJqaGjienZ2trVu3av\/+\/Vq\/fr2qq6s1c+ZM+f3+Lt+nqKhIMTExgS0hIaG\/fgUAABAmQiaAli9fruPHj+sPf\/hD0PEFCxbo4YcfVmpqqubMmaPdu3fr73\/\/u3bu3Nnl+xQUFKilpSWw1dfX98f4AACgl0QOHaz\/Xf1gn\/4MR78DdM2KFSv09ttv6+DBgxo7duxNr\/V6vUpMTFRtbW2X591ut9xud1+MCQAA+oHL5dLwiL5NFEcDyBijFStWaMeOHSovL1dSUtJXvubcuXOqr6+X1+vthwkBAMBA5OhHYMuWLdPvf\/97bdu2TVFRUWpsbFRjY6MuXbokSbpw4YKeffZZ\/fWvf9Xp06dVXl6uOXPmaPTo0Zo\/f76TowMAgDDm6BOgkpISSVJmZmbQ8U2bNmnRokUaPHiwampqtGXLFjU3N8vr9WrGjBnavn27oqKiHJgYAAAMBI5\/BHYzkZGR2rt3bz9NAwAAbBEyfwoMAACgvxBAAADAOgQQAACwDgEEAACsQwABAADrEEAAAMA6BBAAALAOAQQAAKxDAAEAAOsQQAAAwDoEEAAAsA4BBAAArEMAAQAA6xBAAADAOgQQAACwDgEEAACsQwABAADrEEAAAMA6BBAAALAOAQQAAKxDAAEAAOsQQAAAwDoEEAAAsA4BBAAArEMAAQAA6xBAAADAOgQQAACwDgEEAACsQwABAADrEEAAAMA6BBAAALAOAQQAAKxDAAEAAOsQQAAAwDoEEAAAsI6jAVRUVKQpU6YoKipKsbGxmjdvnk6ePBl0jTFGPp9P8fHxioyMVGZmpk6cOOHQxAAAYCBwNIAqKiq0bNkyVVVVqaysTJcvX1ZWVpba29sD16xbt04bNmxQcXGxqqur5fF4NGvWLLW1tTk4OQAACGdDnPzhe\/bsCdrftGmTYmNjdeTIET3wwAMyxmjjxo1avXq1cnJyJEmbN29WXFyctm3bpqeeesqJsQEAQJi7pQB64YUXbnr+5z\/\/+S0N09LSIkkaNWqUJKmurk6NjY3KysoKXON2uzV9+nRVVlZ2GUB+v19+vz+w39raekuzAACAgeuWAmjHjh1B+19++aXq6uo0ZMgQ3XHHHbcUQMYY5efn67777lNqaqokqbGxUZIUFxcXdG1cXJzOnDnT5fsUFRXp+eef\/9o\/HwAA2OOWAujo0aOdjrW2tmrRokWaP3\/+LQ2yfPlyHT9+XIcOHep0zuVyBe0bYzodu6agoED5+flBcyUkJNzSTAAAYGDqtS9BR0dH64UXXtDPfvazr\/3aFStW6O2339aBAwc0duzYwHGPxyPp\/z8JuqapqanTU6Fr3G63oqOjgzYAAIDr9eqfAmtubg58j6cnjDFavny53nzzTe3fv19JSUlB55OSkuTxeFRWVhY41tHRoYqKCmVkZPTa3AAAwC639BHYL3\/5y6B9Y4waGhr0+uuva\/bs2T1+n2XLlmnbtm3605\/+pKioqMCTnpiYGEVGRsrlcikvL0+FhYVKTk5WcnKyCgsLNXz4cC1cuPBWRgcAALi1APqf\/\/mfoP1BgwZpzJgxys3NVUFBQY\/fp6SkRJKUmZkZdHzTpk1atGiRJGnlypW6dOmSli5dqvPnz2vq1Knat2+foqKibmV0AACAWwugurq6XvnhxpivvMblcsnn88nn8\/XKzwQAAODvAgMAANYhgAAAgHUIIAAAYB0CCAAAWIcAAgAA1iGAAACAdQggAABgHQIIAABYhwACAADWIYAAAIB1CCAAAGAdAggAAFiHAAIAANYhgAAAgHUIIAAAYB0CCAAAWIcAAgAA1iGAAACAdQggAABgHQIIAABYhwACAADWIYAAAIB1CCAAAGAdAggAAFiHAAIAANYhgAAAgHUIIAAAYB0CCAAAWIcAAgAA1iGAAACAdQggAABgHQIIAABYhwACAADWIYAAAIB1CCAAAGAdRwPo4MGDmjNnjuLj4+VyufTWW28FnV+0aJFcLlfQNm3aNGeGBQAAA4ajAdTe3q5JkyapuLi422tmz56thoaGwLZr165+nBAAAAxEQ5z84dnZ2crOzr7pNW63Wx6Pp58mAgAANgj57wCVl5crNjZWKSkpWrx4sZqamm56vd\/vV2tra9AGAABwvZAOoOzsbG3dulX79+\/X+vXrVV1drZkzZ8rv93f7mqKiIsXExAS2hISEfpwYAACEA0c\/AvsqCxYsCPxzamqq0tLSlJiYqJ07dyonJ6fL1xQUFCg\/Pz+w39raSgQBAIAgIR1AN\/J6vUpMTFRtbW2317jdbrnd7n6cCgAAhJuQ\/gjsRufOnVN9fb28Xq\/TowAAgDDm6BOgCxcu6OOPPw7s19XV6dixYxo1apRGjRoln8+nRx99VF6vV6dPn9aqVas0evRozZ8\/38GpAQBAuHM0gA4fPqwZM2YE9q99dyc3N1clJSWqqanRli1b1NzcLK\/XqxkzZmj79u2KiopyamQAADAAOBpAmZmZMsZ0e37v3r39OA0AALBFWH0HCAAAoDcQQAAAwDoEEAAAsA4BBAAArEMAAQAA6xBAAADAOgQQAACwDgEEAACsQwABAADrEEAAAMA6BBAAALAOAQQAAKxDAAEAAOsQQAAAwDoEEAAAsA4BBAAArEMAAQAA6xBAAADAOgQQAACwDgEEAACsQwABAADrEEAAAMA6BBAAALAOAQQAAKxDAAEAAOsQQAAAwDoEEAAAsA4BBAAArEMAAQAA6xBAAADAOgQQAACwDgEEAACsQwABAADrEEAAAMA6BBAAALCOowF08OBBzZkzR\/Hx8XK5XHrrrbeCzhtj5PP5FB8fr8jISGVmZurEiRPODAsAAAYMRwOovb1dkyZNUnFxcZfn161bpw0bNqi4uFjV1dXyeDyaNWuW2tra+nlSAAAwkAxx8odnZ2crOzu7y3PGGG3cuFGrV69WTk6OJGnz5s2Ki4vTtm3b9NRTT\/XnqAAAYAAJ2e8A1dXVqbGxUVlZWYFjbrdb06dPV2VlZbev8\/v9am1tDdoAAACuF7IB1NjYKEmKi4sLOh4XFxc415WioiLFxMQEtoSEhD6dEwAAhJ+QDaBrXC5X0L4xptOx6xUUFKilpSWw1dfX9\/WIAAAgzDj6HaCb8Xg8kv7zJMjr9QaONzU1dXoqdD232y23293n8wEAgPAVsk+AkpKS5PF4VFZWFjjW0dGhiooKZWRkODgZAAAId44+Abpw4YI+\/vjjwH5dXZ2OHTumUaNGady4ccrLy1NhYaGSk5OVnJyswsJCDR8+XAsXLnRwagAAEO4cDaDDhw9rxowZgf38\/HxJUm5urn73u99p5cqVunTpkpYuXarz589r6tSp2rdvn6KiopwaGQAADACOBlBmZqaMMd2ed7lc8vl88vl8\/TcUAAAY8EL2O0AAAAB9hQACAADWIYAAAIB1CCAAAGAdAggAAFiHAAIAANYhgAAAgHUIIAAAYB0CCAAAWIcAAgAA1iGAAACAdQggAABgHQIIAABYhwACAADWIYAAAIB1CCAAAGAdAggAAFiHAAIAANYhgAAAgHUIIAAAYB0CCAAAWIcAAgAA1iGAAACAdQggAABgHQIIAABYhwACAADWIYAAAIB1CCAAAGAdAggAAFiHAAIAANYhgAAAgHUIIAAAYB0CCAAAWIcAAgAA1iGAAACAdUI6gHw+n1wuV9Dm8XicHgsAAIS5IU4P8FXuuecevfPOO4H9wYMHOzgNAAAYCEI+gIYMGcJTHwAA0KtC+iMwSaqtrVV8fLySkpL02GOP6dSpU06PBAAAwlxIPwGaOnWqtmzZopSUFH322Wf6xS9+oYyMDJ04cUK33357l6\/x+\/3y+\/2B\/dbW1v4aFwAAhImQfgKUnZ2tRx99VBMmTNBDDz2knTt3SpI2b97c7WuKiooUExMT2BISEvprXAAAECZCOoBuNGLECE2YMEG1tbXdXlNQUKCWlpbAVl9f348TAgCAcBDSH4HdyO\/366OPPtL999\/f7TVut1tut7sfpwIAAOEmpJ8APfvss6qoqFBdXZ3ee+89\/eAHP1Bra6tyc3OdHg0AAISxkH4C9Mknn+jxxx\/X559\/rjFjxmjatGmqqqpSYmKi06MBAIAwFtIBVFpa6vQIAABgAArpj8AAAAD6AgEEAACsQwABAADrEEAAAMA6BBAAALAOAQQAAKxDAAEAAOsQQAAAwDoEEAAAsA4BBAAArEMAAQAA6xBAAADAOgQQAACwDgEEAACsQwABAADrEEAAAMA6BBAAALAOAQQAAKxDAAEAAOsQQAAAwDoEEAAAsA4BBAAArEMAAQAA6xBAAADAOgQQAACwDgEEAACsQwABAADrEEAAAMA6BBAAALAOAQQAAKxDAAEAAOsQQAAAwDoEEAAAsA4BBAAArEMAAQAA6xBAAADAOmERQC+\/\/LKSkpI0bNgwTZ48We+++67TIwEAgDAW8gG0fft25eXlafXq1Tp69Kjuv\/9+ZWdn6+zZs06PBgAAwlTIB9CGDRv0ox\/9SD\/+8Y\/1rW99Sxs3blRCQoJKSkqcHg0AAISpIU4PcDMdHR06cuSInnvuuaDjWVlZqqys7PI1fr9ffr8\/sN\/S0iJJam1t7btB+8DFjsu66r8o6T+zX44IjX9VoThXqM3EPMzDPPbMI4XmTFLoztVT1\/67bYzpmx9gQtinn35qJJm\/\/OUvQcdffPFFk5KS0uVr1qxZYySxsbGxsbGxDYDtH\/\/4R580RljkoMvlCto3xnQ6dk1BQYHy8\/MD+83NzUpMTNTZs2cVExPTp3MOdK2trUpISFB9fb2io6OdHidssY69h7XsPaxl72Ade09LS4vGjRunUaNG9cn7h3QAjR49WoMHD1ZjY2PQ8aamJsXFxXX5GrfbLbfb3el4TEwMN2MviY6OZi17AevYe1jL3sNa9g7WsfcMGtQ3X1cO6S9BR0REaPLkySorKws6XlZWpoyMDIemAgAA4S6knwBJUn5+vp588kmlpaUpPT1dr7zyis6ePaslS5Y4PRoAAAhTIR9ACxYs0Llz5\/TCCy+ooaFBqamp2rVrlxITE3v0erfbrTVr1nT5sRi+Htayd7COvYe17D2sZe9gHXtPX6+ly5i++vNlAAAAoSmkvwMEAADQFwggAABgHQIIAABYhwACAADWGdAB9PLLLyspKUnDhg3T5MmT9e677zo9Usjz+XxyuVxBm8fjCZw3xsjn8yk+Pl6RkZHKzMzUiRMnHJw4dBw8eFBz5sxRfHy8XC6X3nrrraDzPVk7v9+vFStWaPTo0RoxYoS+\/\/3v65NPPunH38J5X7WOixYt6nSPTps2Lega1lEqKirSlClTFBUVpdjYWM2bN08nT54MuoZ7smd6spbclz1TUlKiiRMnBv5Hkenp6dq9e3fgfH\/ekwM2gLZv3668vDytXr1aR48e1f3336\/s7GydPXvW6dFC3j333KOGhobAVlNTEzi3bt06bdiwQcXFxaqurpbH49GsWbPU1tbm4MShob29XZMmTVJxcXGX53uydnl5edqxY4dKS0t16NAhXbhwQY888oiuXLnSX7+G475qHSVp9uzZQfforl27gs6zjlJFRYWWLVumqqoqlZWV6fLly8rKylJ7e3vgGu7JnunJWkrclz0xduxYrV27VocPH9bhw4c1c+ZMzZ07NxA5\/XpP9snfMBYC7r33XrNkyZKgY3fffbd57rnnHJooPKxZs8ZMmjSpy3NXr141Ho\/HrF27NnDsiy++MDExMebXv\/51P00YHiSZHTt2BPZ7snbNzc1m6NChprS0NHDNp59+agYNGmT27NnTb7OHkhvX0RhjcnNzzdy5c7t9DevYtaamJiPJVFRUGGO4J\/8bN66lMdyX\/43bbrvN\/Pa3v+33e3JAPgHq6OjQkSNHlJWVFXQ8KytLlZWVDk0VPmpraxUfH6+kpCQ99thjOnXqlCSprq5OjY2NQevqdrs1ffp01vUr9GTtjhw5oi+\/\/DLomvj4eKWmprK+NygvL1dsbKxSUlK0ePFiNTU1Bc6xjl1raWmRpMBfLMk9eetuXMtruC+\/nitXrqi0tFTt7e1KT0\/v93tyQAbQ559\/ritXrnT6C1Pj4uI6\/cWqCDZ16lRt2bJFe\/fu1auvvqrGxkZlZGTo3LlzgbVjXb++nqxdY2OjIiIidNttt3V7DaTs7Gxt3bpV+\/fv1\/r161VdXa2ZM2fK7\/dLYh27YoxRfn6+7rvvPqWmpkrinrxVXa2lxH35ddTU1GjkyJFyu91asmSJduzYofHjx\/f7PRnyfxXGf8PlcgXtG2M6HUOw7OzswD9PmDBB6enpuuOOO7R58+bAF\/pY11t3K2vH+gZbsGBB4J9TU1OVlpamxMRE7dy5Uzk5Od2+zuZ1XL58uY4fP65Dhw51Osc9+fV0t5bclz1311136dixY2pubtYbb7yh3NxcVVRUBM731z05IJ8AjR49WoMHD+5Ug01NTZ3KEjc3YsQITZgwQbW1tYE\/Dca6fn09WTuPx6OOjg6dP3++22vQmdfrVWJiomprayWxjjdasWKF3n77bR04cEBjx44NHOee\/Pq6W8uucF92LyIiQnfeeafS0tJUVFSkSZMm6aWXXur3e3JABlBERIQmT56ssrKyoONlZWXKyMhwaKrw5Pf79dFHH8nr9SopKUkejydoXTs6OlRRUcG6foWerN3kyZM1dOjQoGsaGhr0t7\/9jfW9iXPnzqm+vl5er1cS63iNMUbLly\/Xm2++qf379yspKSnoPPdkz33VWnaF+7LnjDHy+\/39f0\/e4pe2Q15paakZOnSoee2118yHH35o8vLyzIgRI8zp06edHi2kPfPMM6a8vNycOnXKVFVVmUceecRERUUF1m3t2rUmJibGvPnmm6ampsY8\/vjjxuv1mtbWVocnd15bW5s5evSoOXr0qJFkNmzYYI4ePWrOnDljjOnZ2i1ZssSMHTvWvPPOO+b99983M2fONJMmTTKXL1926tfqdzdbx7a2NvPMM8+YyspKU1dXZw4cOGDS09PNN77xDdbxBk8\/\/bSJiYkx5eXlpqGhIbBdvHgxcA33ZM981VpyX\/ZcQUGBOXjwoKmrqzPHjx83q1atMoMGDTL79u0zxvTvPTlgA8gYY371q1+ZxMREExERYb773e8G\/ZFFdG3BggXG6\/WaoUOHmvj4eJOTk2NOnDgROH\/16lWzZs0a4\/F4jNvtNg888ICpqalxcOLQceDAASOp05abm2uM6dnaXbp0ySxfvtyMGjXKREZGmkceecScPXvWgd\/GOTdbx4sXL5qsrCwzZswYM3ToUDNu3DiTm5vbaY1YR9PlGkoymzZtClzDPdkzX7WW3Jc998Mf\/jDw3+UxY8aYBx98MBA\/xvTvPekyxpiv98wIAAAgvA3I7wABAADcDAEEAACsQwABAADrEEAAAMA6BBAAALAOAQQAAKxDAAEAAOsQQAAAwDoEEAAAsA4BBAAArEMAAQgr\/\/rXv+TxeFRYWBg49t577ykiIkL79u1zcDIA4YS\/CwxA2Nm1a5fmzZunyspK3X333frOd76jhx9+WBs3bnR6NABhggACEJaWLVumd955R1OmTNEHH3yg6upqDRs2zOmxAIQJAghAWLp06ZJSU1NVX1+vw4cPa+LEiU6PBCCM8B0gAGHp1KlT+uc\/\/6mrV6\/qzJkzTo8DIMzwBAhA2Ono6NC9996rb3\/727r77ru1YcMG1dTUKC4uzunRAIQJAghA2PnpT3+qP\/7xj\/rggw80cuRIzZgxQ1FRUfrzn\/\/s9GgAwgQfgQEIK+Xl5dq4caNef\/11RUdHa9CgQXr99dd16NAhlZSUOD0egDDBEyAAAGAdngABAADrEEAAAMA6BBAAALAOAQQAAKxDAAEAAOsQQAAAwDoEEAAAsA4BBAAArEMAAQAA6xBAAADAOgQQAACwDgEEAACs8\/8AtbWCzAbd7joAAAAASUVORK5CYII=", "text\/plain": "<Figure size 640x480 with 1 Axes>"}, "metadata": {}, "output_type": "display_data"}]}}, "8dd363de61704f07a67c5ec15fad0230": {"model_module": "@jupyter-widgets\/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {}}, "93f14a52f3064949b531de7e08a42ee6": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "IntSliderModel", "state": {"behavior": "drag-tap", "layout": "IPY_MODEL_50615551594a42e7a11ed3bdcdb1d54d", "max": 1999, "style": "IPY_MODEL_1ca2a7bb9b014ae1b78b7354b28675e1", "value": 132}}, "95d2ea1d34c947c9a61397dc75af7d2d": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "SliderStyleModel", "state": {"description_width": ""}}, "95f53f8f40c649b39f598db4f0e8da4f": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "HBoxModel", "state": {"children": ["IPY_MODEL_1cb2605db91a4ce1bac51f5960e5afc9"], "layout": "IPY_MODEL_203d095fdbec4a809af8ff2adf77a8fb"}}, "960f46250b0944599227534c8b8fe510": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "HBoxModel", "state": {"children": ["IPY_MODEL_b0c6e5b072744bb8aad4aa1c343ebe1e"], "layout": "IPY_MODEL_b4929e71adfe4fd7a3084599938b8a62"}}, "961bbf4dea01495c90b3a8be804ceea6": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "DescriptionStyleModel", "state": {"description_width": ""}}, "99f37541ac7b4dbfac2f489c1a5b0353": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "PlayModel", "state": {"description": "step", "layout": "IPY_MODEL_29adfb5bcde241fc8e8984961ab42ea5", "max": 1999, "playing": true, "style": "IPY_MODEL_68c14ca25ed0479898eac1351d769142", "value": 132}}, "9a7563fbc02148c9bdac79a88a31221b": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "DescriptionStyleModel", "state": {"description_width": ""}}, "9ab997a6587c4746904cd3476fe428de": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "IntSliderModel", "state": {"behavior": "drag-tap", "layout": "IPY_MODEL_efb79abbdfb2428e84cb236aa84bc460", "max": 199, "style": "IPY_MODEL_bc360c0bab0f4addb40d8aecfb729f92", "value": 1}}, "9c44cf9efe144da9b5dfcbe527ac3102": {"model_module": "@jupyter-widgets\/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {}}, "9c5112e1cfd44ed2a63e5978fc06fccc": {"model_module": "@jupyter-widgets\/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {}}, "9e0470afffb74df5adab27914911762d": {"model_module": "@jupyter-widgets\/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {}}, "9e913bb98541408496f49af403c639af": {"model_module": "@jupyter-widgets\/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {}}, "9f27a61d3d764ea5ac7b2042ff4e679c": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "LinkModel", "state": {"source": ["IPY_MODEL_754124660050415e84f351699e0454bd", "value"], "target": ["IPY_MODEL_0fcdff9aa34e4e13927e34ae27360da7", "value"]}}, "a0998547957e4b50bb0570d6e89b4c2e": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "IntSliderModel", "state": {"behavior": "drag-tap", "layout": "IPY_MODEL_cd847b071b4e47ea8ae6cd18c02e2b45", "max": 599, "style": "IPY_MODEL_fb3e5d085e2d43b7a3490b9ff0cd3738", "value": 19}}, "a1cb4b44b1f54cde815f8e713ca3e68d": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "PlayModel", "state": {"description": "step", "layout": "IPY_MODEL_13187a1f6c2a44f9a3ccd12f5eff4464", "max": 199, "style": "IPY_MODEL_9a7563fbc02148c9bdac79a88a31221b", "value": 1}}, "a20388231297411295366afa518f917b": {"model_module": "@jupyter-widgets\/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {}}, "a37fd745c2154e37a420c30c21efe3c9": {"model_module": "@jupyter-widgets\/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {}}, "a687e87123924c42ad280c3d1993286b": {"model_module": "@jupyter-widgets\/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {}}, "a6e490f9a95046848e772f941811ea6e": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "PlayModel", "state": {"description": "step", "layout": "IPY_MODEL_55226787171c4752aa32a82a887b8b98", "max": 199, "style": "IPY_MODEL_0197503ee5c44b87a3d0c980bc2571da", "value": 199}}, "a7c8a0264f214268bfafc38c4c68055d": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "SliderStyleModel", "state": {"description_width": ""}}, "a8120820b9c8411dba949b22cd333241": {"model_module": "@jupyter-widgets\/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {}}, "a813b3e4592a4ba6a5ac586705a144b1": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "DescriptionStyleModel", "state": {"description_width": ""}}, "a926a010639c46938c18e60b9cb1cfc8": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "HBoxModel", "state": {"children": ["IPY_MODEL_e0fa11145e0d4e40ad744eba44c54f34"], "layout": "IPY_MODEL_e17d149775dd4f96bcd56c6c7455e2b0"}}, "aa3568c9e4d040d4a33c7bcc314f221a": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "VBoxModel", "state": {"_dom_classes": ["widget-interact"], "children": ["IPY_MODEL_1691534cae544c41ac19238706d81934", "IPY_MODEL_2f094b8f56ff4ac3b16dacdf8948dda6"], "layout": "IPY_MODEL_fc190c980cf64f58821e1fed76b8dc9b"}}, "ab8b9c40294846d9820000b7038b3311": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "DescriptionStyleModel", "state": {"description_width": ""}}, "abc536027e9f46dca983b3512682b4b6": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "IntSliderModel", "state": {"behavior": "drag-tap", "layout": "IPY_MODEL_851af3a043f1495ea899768d977eda65", "max": 149, "style": "IPY_MODEL_cfe6894555d9429bafafa321a999ad79", "value": 94}}, "af438b7498634a0896c9e60d78805898": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "HBoxModel", "state": {"children": ["IPY_MODEL_9ab997a6587c4746904cd3476fe428de"], "layout": "IPY_MODEL_d405cdb662334ea1920afee0c3ff1475"}}, "af86ac9bb8014c268c8513ac6ee499e7": {"model_module": "@jupyter-widgets\/output", "model_module_version": "1.0.0", "model_name": "OutputModel", "state": {"layout": "IPY_MODEL_4ed234d89eda4e43ac8997df827fca2b", "outputs": [{"data": {"image\/png": "iVBORw0KGgoAAAANSUhEUgAAAkAAAAG2CAYAAACXuTmvAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjcuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy\/bCgiHAAAACXBIWXMAAA9hAAAPYQGoP6dpAAAxiklEQVR4nO3de2zUdb7\/8df0Ni10OgWhnWmn9HQVdLVQXXAR4gXZQ3\/2rKzKnvzcdWMgJzG6gjmE3WMWyTlWs0uN+cnBE85yzl7iQY+kJmfF4++oCAYpa1j2V1iKXXQ57LFKgZYKtjNtaae3z++PMtOWtlDamfnOzPf5SCZxvnP5vvvJJLz8XB3GGCMAAAAbSbG6AAAAgFgjAAEAANshAAEAANshAAEAANshAAEAANshAAEAANshAAEAANshAAEAANshAAEAANshAAEAANuJmwBUVVUlh8Oh9evXh68ZY1RZWamCggJlZWVp2bJlOn78uHVFAgCApBAXAai2tla\/+MUvtGDBghHXX3zxRW3ZskXbtm1TbW2tPB6PVqxYofb2dosqBQAAycDyANTR0aEf\/OAH+uUvf6kZM2aErxtjtHXrVm3atEmrVq1SaWmpduzYoYsXL2rnzp0WVgwAABJdmtUFrF27Vt\/+9rf1l3\/5l\/rpT38avt7Q0KDm5maVl5eHrzmdTt1zzz06ePCgHn\/88TG\/LxgMKhgMhp8PDAzoq6++0nXXXSeHwxG9PwQAAESMMUbt7e0qKChQSkrk+2ssDUDV1dX6wx\/+oNra2lGvNTc3S5Ly8\/NHXM\/Pz9cXX3wx7ndWVVXpueeei2yhAADAEo2NjfL5fBH\/XssCUGNjo\/72b\/9We\/bsUWZm5rjvu7zXxhhzxZ6cjRs3asOGDeHnfr9fc+bMUWNjo3JycqZeOAAAiLpAIKCioiK5XK6ofL9lAejIkSNqaWnRwoULw9f6+\/t14MABbdu2TSdOnJA02BPk9XrD72lpaRnVKzSc0+mU0+kcdT0nJ4cABABAgonW9BXLJkF\/61vfUn19verq6sKPRYsW6Qc\/+IHq6ur0ta99TR6PR3v37g1\/pqenRzU1NVq6dKlVZQMAgCRgWQ+Qy+VSaWnpiGvTp0\/XddddF76+fv16bd68WXPnztXcuXO1efNmTZs2TY888ogVJQMAgCRh+SqwK3n66afV1dWlJ598Uq2trVq8eLH27NkTtfFAAABgDw5jjLG6iGgKBAJyu93y+\/3MAQIAIEFE+99vyzdCBAAAiDUCEAAAsB0CEAAAsB0CEAAAsB0CEAAAsB0CEAAAsB0CEAAAsB0CEAAAsB0CEAAAsB0CEAAAsB0CEAAAsB3bBCB\/V6\/VJQAAgDhhmwB0tu2i1SUAAIA4YZsAdKat2+oSAABAnLBNAGpq67K6BAAAECdsE4DoAQIAACG2CUDMAQIAACH2CUB+eoAAAMAg+wSgVuYAAQCAQbYJQIHuPrV3sxcQAACwUQCSpDOsBAMAALJZADr9FQEIAADYLQC1shIMAADYLAAxBAYAACSbBaDTrAQDAAAiAAEAABuyVQBiCAwAAEg2C0BfdfaoM9hndRkAAMBitglArsxUSfQCAQAAGwWggtxpkqQzzAMCAMD2bBSAMiWxFxAAALBVAMqSJJ1mCAwAANuzTwByh3qACEAAANidfQLQpTlABCAAAGCbAFR4aQ4Qk6ABAIClAWj79u1asGCBcnJylJOToyVLlui9994Lv75mzRo5HI4RjzvuuGNS9wrNATrfEVR3b39E6gcAAIkpzcqb+3w+vfDCC7rhhhskSTt27NADDzygo0eP6pZbbpEk3XfffXrllVfCn8nIyJjUvdxZ6cp2pqkj2KfTrV26IS976n8AAABISJYGoJUrV454\/rOf\/Uzbt2\/XoUOHwgHI6XTK4\/FM+V4Oh0O+GVn6U3O7zrQRgAAAsLO4mQPU39+v6upqdXZ2asmSJeHr+\/fvV15enubNm6fHHntMLS0tV\/yeYDCoQCAw4hFSGFoKz15AAADYmuUBqL6+XtnZ2XI6nXriiSe0a9cu3XzzzZKkiooKvf7669q3b59eeukl1dbWavny5QoGg+N+X1VVldxud\/hRVFQUfs03IxSAmAgNAICdOYwxxsoCenp6dOrUKbW1tek3v\/mNfvWrX6mmpiYcgoZrampScXGxqqurtWrVqjG\/LxgMjghIgUBARUVF8vv9eqPuvH727qf6TlmB\/un7t0XtbwIAAFMTCATkdrvl9\/uVk5MT8e+3dA6QNDipOTQJetGiRaqtrdXLL7+sf\/3Xfx31Xq\/Xq+LiYp08eXLc73M6nXI6nWO+VjiDITAAABAHQ2CXM8aMO8R14cIFNTY2yuv1Tuq7GQIDAACSxT1AzzzzjCoqKlRUVKT29nZVV1dr\/\/792r17tzo6OlRZWanvfve78nq9+vzzz\/XMM89o1qxZeuihhyZ1P9+Mwd2gW9qDCvb1y5mWGsk\/BwAAJAhLA9C5c+f06KOPqqmpSW63WwsWLNDu3bu1YsUKdXV1qb6+Xq+++qra2trk9Xp177336o033pDL5ZrU\/WZMS1dWeqq6evt1tq1bJbOmR\/gvAgAAicDSAPTrX\/963NeysrL0\/vvvR\/R+ob2ATrZ06HTrRQIQAAA2FXdzgKItNA+IM8EAALAv2wWgQiZCAwBge7YLQKGJ0CyFBwDAvmwYgC4NgbXRAwQAgF3ZLgANnQdGAAIAwK5sF4BCQ2DNgW719A1YXA0AALCC7QLQrOwMOdNSZIzU7O+2uhwAAGAB2wUgh8PBmWAAANic7QKQNHwlGPOAAACwI5sGoEs9QKwEAwDAlmwZgIZWgjEEBgCAHdkyAPnYDRoAAFuzaQAanAPEeWAAANiTTQPQYA9Qc6Bbff3sBQQAgN3YMgDNznYqIzVF\/QNGTewFBACA7dgyAKWkDO0FxJlgAADYjy0DkMSZYAAA2JltA5CP3aABALAt2wcgVoIBAGA\/tg1AhewFBACAbdk2AIXPA2tjCAwAALuxcQAa7AFqautW\/4CxuBoAABBLtg1Aea5MpaU41DdgdC7AXkAAANiJbQNQaopDBSyFBwDAlmwbgKRhK8GYBwQAgK3YOgCFN0P8ih4gAADsxNYBKLwSjCEwAABsxeYBiPPAAACwI1sHoEKOwwAAwJZsHYBCPUBn27o1wF5AAADYhq0DkCcnU6kpDvX0D+jLjqDV5QAAgBixdQBKS02RJydTEsNgAADYia0DkDQ0DMZKMAAA7IMAxFJ4AABsx\/YBqJAeIAAAbMfSALR9+3YtWLBAOTk5ysnJ0ZIlS\/Tee++FXzfGqLKyUgUFBcrKytKyZct0\/PjxiNbgYyk8AAC2Y2kA8vl8euGFF3T48GEdPnxYy5cv1wMPPBAOOS+++KK2bNmibdu2qba2Vh6PRytWrFB7e3vkamAzRAAAbMfSALRy5Ur91V\/9lebNm6d58+bpZz\/7mbKzs3Xo0CEZY7R161Zt2rRJq1atUmlpqXbs2KGLFy9q586dEavBlzs4B+hMa5eMYS8gAADsIG7mAPX396u6ulqdnZ1asmSJGhoa1NzcrPLy8vB7nE6n7rnnHh08eDBi9\/W4M5XikIJ97AUEAIBdpFldQH19vZYsWaLu7m5lZ2dr165duvnmm8MhJz8\/f8T78\/Pz9cUXX4z7fcFgUMHgUJAJBAJXvH9G2uBeQGf93TrT2qU8V+YU\/hoAAJAILO8BuvHGG1VXV6dDhw7phz\/8oVavXq1PPvkk\/LrD4RjxfmPMqGvDVVVVye12hx9FRUVXrYGVYAAA2IvlASgjI0M33HCDFi1apKqqKpWVlenll1+Wx+ORJDU3N494f0tLy6heoeE2btwov98ffjQ2Nl61BvYCAgDAXiwPQJczxigYDKqkpEQej0d79+4Nv9bT06OamhotXbp03M87nc7wsvrQ42qGVoKxFB4AADuwdA7QM888o4qKChUVFam9vV3V1dXav3+\/du\/eLYfDofXr12vz5s2aO3eu5s6dq82bN2vatGl65JFHIlpHYS5DYAAA2ImlAejcuXN69NFH1dTUJLfbrQULFmj37t1asWKFJOnpp59WV1eXnnzySbW2tmrx4sXas2ePXC5XROtgCAwAAHtxmCTf\/CYQCMjtdsvv9487HPb5+U4t+z\/7lZWeqk+e\/19XnGQNAACibyL\/fk9F3M0BsoI3d3Dpe1dvv77q7LG4GgAAEG0EIEnOtFTl5zglMQwGAIAdEIAuCc0D4kwwAACSHwHokqGVYCyFBwAg2RGALvGxGzQAALZBALokPARGAAIAIOkRgC7hPDAAAOyDAHTJ0BDYRSX51kgAANgeAeiS0CTozp5++bt6La4GAABEEwHoksz0VM3KZi8gAADsgAA0zPBhMAAAkLwIQMMwERoAAHsgAA3DXkAAANgDAWiY0F5ABCAAAJIbAWgY36WVYJwHBgBAciMADcMkaAAA7IEANExoEnR7dx97AQEAkMQIQMNMy0jTzOkZkjgTDACAZEYAugzDYAAAJD8C0GVYCg8AQPIjAF2mkJVgAAAkPQLQZYb2AmIIDACAZEUAugxDYAAAJD8C0GVCS+EZAgMAIHkRgC4TmgPUdrFX7d3sBQQAQDIiAF3GlZmu3GnpkugFAgAgWRGAxhBeCcY8IAAAkhIBaAxMhAYAILkRgMbAUngAAJIbAWgMbIYIAEByIwCNgSEwAACSGwFoDENDYAQgAACSEQFoDKHNEL\/q7NHFnj6LqwEAAJFGABqDOytdrsw0SSyFBwAgGRGAxsEwGAAAyYsANI7QSrDTrAQDACDpWBqAqqqqdPvtt8vlcikvL08PPvigTpw4MeI9a9askcPhGPG44447ol7b0Eow9gICACDZWBqAampqtHbtWh06dEh79+5VX1+fysvL1dnZOeJ99913n5qamsKPd999N+q1sRQeAIDklWblzXfv3j3i+SuvvKK8vDwdOXJEd999d\/i60+mUx+OJaW2hAMQkaAAAYu\/tujNR\/f64mgPk9\/slSTNnzhxxff\/+\/crLy9O8efP02GOPqaWlZdzvCAaDCgQCIx6TwSRoAACs0dM3oGf\/7ydRvUfcBCBjjDZs2KA777xTpaWl4esVFRV6\/fXXtW\/fPr300kuqra3V8uXLFQwGx\/yeqqoqud3u8KOoqGhS9YR6gM53BNXd2z+p7wAAANfuT80B9fYNRPUelg6BDbdu3Tp9\/PHH+uijj0Zcf\/jhh8P\/XVpaqkWLFqm4uFjvvPOOVq1aNep7Nm7cqA0bNoSfBwKBSYUgd1a6pmekqrOnX2faunT97Oxr\/g4AAHDt6hrbon6PuAhATz31lN5++20dOHBAPp\/viu\/1er0qLi7WyZMnx3zd6XTK6XROuSaHwyHfjGk6ca5dp1sJQAAAxErdqbao38PSITBjjNatW6c333xT+\/btU0lJyVU\/c+HCBTU2Nsrr9Ua9PpbCAwAQe3Wn26J+D0sD0Nq1a\/Xv\/\/7v2rlzp1wul5qbm9Xc3KyursGJxx0dHfrxj3+s3\/3ud\/r888+1f\/9+rVy5UrNmzdJDDz0U9foKWQkGAEBM+S\/26rMvO6\/+ximyNABt375dfr9fy5Ytk9frDT\/eeOMNSVJqaqrq6+v1wAMPaN68eVq9erXmzZun3\/3ud3K5XFGvj72AAACIrY\/PtEmSimZmRfU+ls4BMsZc8fWsrCy9\/\/77MapmtKGl8AyBAQAQC6H5P\/ML3DoYxfvEzTL4eBQ6D+wM54EBABATxy7N\/5nvc0f1PgSgKwgNgZ0LBBXsYy8gAACiyRgTXgJfWkgAsszM6RnKSk+VJJ1t67a4GgAAktuZti6d7+hRWopDX\/fmRPVeBKArcDgcrAQDACBGQr0\/X\/fmKPNSB0S0EICugr2AAACIjWOXAtCtRblRvxcB6CpYCg8AQGyEeoDKCEDWK8wdXArPSjAAAKKnr39A9Wf8kugBigsMgQEAEH0nzrWru3dArsw0fW3W9KjfjwB0FQyBAQAQfccaB3t\/yny5SklxRP1+BKCrKAzvBdStnr4Bi6sBACA51TW2SpLKiqK7\/08IAegqZmc75UxL0YCRmv3sBQQAQDSEeoBuLZoRk\/sRgK5i+F5AzAMCACDyOoJ9+u+Wdkn0AMWV0Jlgp1kJBgBAxH18uk3GDP57m+fKjMk9CUATMHQqPAEIAIBIGxr+yo3ZPQlAE8BSeAAAoifWE6AlAtCE+DgPDACAqIn1BGiJADQh7AUEAEB0NPu71RzoVmqKQ6WF0T0BfjgC0ASE5gA1B7rV189eQAAAREro\/K95+S5Ny0iL2X0JQBMwO9upjNQU9Q8YNQfYCwgAgEipC58AH7v5PxIBaEJSUhwqyB1clscwGAAAkXMsHIByY3pfAtAEsRQeAIDI6h8w+vh0mySpjAAUn0KbIbISDACAyPifLzvU2dOvaRmpmpvnium9CUATxF5AAABEVt2pNknS\/EK3UmNwAvxwBKAJ8s1kKTwAAJFUd2n469Y5uTG\/NwFoggpzB+cAneE8MAAAIiLUA3SrLzfm9yYATVBoCOxsW5f6B4zF1QAAkNi6evp14tzgCfD0AMWx\/JxMpaU41DdgdI69gAAAmJI\/nvWrf8AoP8cprzsr5vcnAE1QaopD3kt7ATEMBgDA1ISGv8osGP6SCEDXxJcb2guIlWAAAEyFlROgJQLQNQkvhf+KHiAAAKbCygnQEgHomhReCkAMgQEAMHlftgd1pq1LDoc03xfbM8BCCEDXgOMwAACYutD5XzfMzpYrM92SGghA14DdoAEAmLpjofk\/MT7\/azgC0DUInQd2tq1bA+wFBADApNRd6gGK9QGowxGAroHXnanUFId6+gf0ZUfQ6nIAAEg4AwMmPARm2x6gqqoq3X777XK5XMrLy9ODDz6oEydOjHiPMUaVlZUqKChQVlaWli1bpuPHj1tSb1pqijw5g3sBMQwGAMC1a7jQqUB3n5xpKbrRE9sT4IezNADV1NRo7dq1OnTokPbu3au+vj6Vl5ers7Mz\/J4XX3xRW7Zs0bZt21RbWyuPx6MVK1aovb3dkpoLZ3AoKgAAkxXq\/Zlf6FZ6qnUxJM2yO0vavXv3iOevvPKK8vLydOTIEd19990yxmjr1q3atGmTVq1aJUnasWOH8vPztXPnTj3++OMxr9k3I0v\/r4EABADAZMTD\/B9pkgHo+eefv+Lr\/\/AP\/zCpYvx+vyRp5syZkqSGhgY1NzervLw8\/B6n06l77rlHBw8eHDMABYNBBYND83MCgcCkahkPS+EBAJi8eJj\/I00yAO3atWvE897eXjU0NCgtLU3XX3\/9pAKQMUYbNmzQnXfeqdLSUklSc3OzJCk\/P3\/Ee\/Pz8\/XFF1+M+T1VVVV67rnnrvn+E+XLZTNEAAAmo7u3X580DXZMJGQAOnr06KhrgUBAa9as0UMPPTSpQtatW6ePP\/5YH3300ajXHA7HiOfGmFHXQjZu3KgNGzaMqKuoqGhSNY2FvYAAAJicT5sC6u03um56RvjfU6tEbPZRTk6Onn\/+ef393\/\/9NX\/2qaee0ttvv60PP\/xQPp8vfN3j8Uga6gkKaWlpGdUrFOJ0OpWTkzPiEUmhIbAzrV0yhr2AAACYqLphw1\/jdWTESkSnX7e1tYXn8UyEMUbr1q3Tm2++qX379qmkpGTE6yUlJfJ4PNq7d2\/4Wk9Pj2pqarR06dKI1X0tPO5MORxSsG9A5zt6LKkBAIBEdCxOJkBLkxwC+6d\/+qcRz40xampq0muvvab77rtvwt+zdu1a7dy5U\/\/5n\/8pl8sV7ulxu93KysqSw+HQ+vXrtXnzZs2dO1dz587V5s2bNW3aND3yyCOTKX3KMtIG9wJq8nfrdOtFzXY5LakDAIBEUxcnE6ClSQagf\/zHfxzxPCUlRbNnz9bq1au1cePGCX\/P9u3bJUnLli0bcf2VV17RmjVrJElPP\/20urq69OSTT6q1tVWLFy\/Wnj175HJZt3mSb0bWpQDUpdvmzLCsDgAAEkVrZ48+vzA4f7bMl2ttMZpkAGpoaIjIzScyh8bhcKiyslKVlZURuWckFOZmqVatrAQDAGCCQgegfm3WdLmnWXMC\/HCcBTYJQ3sBsRIMAICJiJcNEEMIQJPAcRgAAFybeNkAMYQANAmhvQvOEIAAALgqYww9QMlg+HEY7AUEAMCVNX7VpdaLvcpITdHXvdYtYhqOADQJXnemJKmrt19fdbIXEAAAV3K0sVWS9PWCHDnTUi2uZhABaBIy01OVd2n\/H1aCAQBwZccaBzdJvi1Ohr8kAtCk+ZgIDQDAhNRd6gEqK3JbXMkQAtAkFbIUHgCAq+rtH9Afz4ZOgI+fzYMJQJPESjAAAK7uT03t6ukbkDsrXX9x3TSrywkjAE0SQ2AAAFxd3aUdoMvi4AT44QhAk1SYSwACAOBq6k61SYqfDRBDCECTFNoL6EwbewEBADCe0Blgt8bRBGiJADRpoSGwjmCf\/F29FlcDAED8CXT36n++7JAUHyfAD0cAmqTM9FTNys6QxDAYAABjqT\/tlzFS0cwsXZfttLqcEQhAU1A47EgMAAAwUl34ANT4Wf4eQgCagqGVYOwFBADA5Y5emgBd5ouv+T8SAWhKfKwEAwBgTMNPgL9tTq6ltYyFADQF4c0QOQ8MAIARzvq7db4jqLQUh24poAcoqfiYAwQAwJiOXer9ucnrUmZ6fJwAPxwBaAoKmQMEAMCYQsNf8bb8PYQANAWh3aDbu9kLCACA4YZWgOVaWsd4CEBTMN2ZppnTB\/cC4lBUAAAG9fUPqP60XxIBKGkNnQnGMBgAAJJ0sqVDXb39ynam6frZ2VaXMyYC0BSxEgwAgJFCw18LfG6lpMTPCfDDEYCmaGgzRAIQAADS0AqweB3+kghAU8YQGAAAI8X7BGiJADRlob2AGAIDAEDqDPbpv8+1SyIAJTXfTIbAAAAIqT\/j14CRCtyZysvJtLqccRGApig0BNZ2sVcdwT6LqwEAwFqh+T9lcdz7IxGApsyVmS53Vrok9gICACAR5v9IBKCI8HEkBgAAkoYdgUEASn5DK8HoAQIA2Ne5QLea\/N1KcUjzC+PvBPjhCEARwEowAACGen\/m5bs03ZlmbTFXQQCKAIbAAABIjA0QQwhAEVDIbtAAACTM\/B\/J4gB04MABrVy5UgUFBXI4HHrrrbdGvL5mzRo5HI4RjzvuuMOaYq8gfB4YAQgAYFMDA0Yfx\/kJ8MNZGoA6OztVVlambdu2jfue++67T01NTeHHu+++G8MKJyY0B+hCZ48u9rAXEADAfv7nyw51BPuUlZ6quXnxeQL8cJbOUKqoqFBFRcUV3+N0OuXxeGJU0eS4s9LlcqapPdinM61dmpvvsrokAABiKjT8Nd\/nVlpq\/M+wifsK9+\/fr7y8PM2bN0+PPfaYWlparvj+YDCoQCAw4hEL4XlArAQDANhQomyAGBLXAaiiokKvv\/669u3bp5deekm1tbVavny5gsHguJ+pqqqS2+0OP4qKimJSa2gYjInQAAA7Ona6TVLiBKC4XqT\/8MMPh\/+7tLRUixYtUnFxsd555x2tWrVqzM9s3LhRGzZsCD8PBAIxCUEshQcA2FV3b7\/+1BT\/J8APF9cB6HJer1fFxcU6efLkuO9xOp1yOp0xrGoQK8EAAHZ1\/KxffQNGs11Oed3xewL8cHE9BHa5CxcuqLGxUV6v1+pSRvGxFxAAwKaOnmqTNNj743A4rC1mgiztAero6NCf\/\/zn8POGhgbV1dVp5syZmjlzpiorK\/Xd735XXq9Xn3\/+uZ555hnNmjVLDz30kIVVj60wlzlAAAB7OpZA+\/+EWBqADh8+rHvvvTf8PDR3Z\/Xq1dq+fbvq6+v16quvqq2tTV6vV\/fee6\/eeOMNuVzxt8w81AN0viOo7t5+ZaanWlwRAACxUdfYKokANGHLli2TMWbc199\/\/\/0YVjM1udPSNT0jVZ09\/TrT1qXrZ8f\/JlAAAEzVhY6gGr\/qksMxuAdQokioOUDxzOFwcCYYAMB2Qsvfr5+drZzMdGuLuQYEoAgK7QXESjAAgF3UXZoAXebLtbSOa0UAiiD2AgIA2E1daAL0nFxrC7lGBKAIKsxlCAwAYB\/GGB0LHYFBD5B9hYfAOA8MAGADn1+4KH9XrzLSUnSTN\/5WaF8JASiCGAIDANhJaPl7aUGO0hPgBPjhEqvaOBdaBXYuEFSwr9\/iagAAiK5jjaENEGdYXMm1IwBF0HXTM5SZPtikTW3dFlcDAEB0Hb00\/6esKHH2\/wkhAEWQw+EIzwNiIjQAIJkF+\/r16dmAJOk2eoAwtBKMeUAAgOT1aVO7evoHNHN6hopmZlldzjUjAEVYaCI0K8EAAMkstPy9zOdOmBPghyMARRhDYAAAO6gL7f+TgMNfEgEo4gpZCg8AsIFjCTwBWiIARVx4CIweIABAkvJf7NVn5zslSbcW5VpbzCQRgCIsFICaA93q6RuwuBoAACIvdAL8X1w3TbnTMqwtZpIIQBE2a7pTGWkpGjBSs5+9gAAAyWdo\/k+upXVMBQEowlJSHPKFlsK3MQ8IAJB8hub\/5Fpax1QQgKJgaCI084AAAMnFGEMPEMbmIwABAJLU6dYuXejsUXqqQ1\/35lhdzqQRgKIgtBcQK8EAAMkm1PtzszdHmemp1hYzBQSgKPCxFxAAIEnVJcH8H4kAFBVD54HRAwQASC7HkmD+j0QAiorQEFhzoFt9\/ewFBABIDr39A6o\/45dEDxDGkOdyKj3Vof4Bo+YAewEBAJLDieZ2BfsGlJOZppLrpltdzpQQgKIgJcWhAobBAABJZvj8n5SUxDsBfjgCUJRwJhgAINkky\/wfiQAUNb7cwXlA9AABAJJFMmyAGEIAipJClsIDAJJIe3ev\/vxlh6TEnwAtEYCiJjwE1kYPEAAg8dWf9suYwX\/fZmU7rS5nyghAURJaCs8QGAAgGdSdbpOUHL0\/EgEoakJDYGfbutQ\/YCyuBgCAqak71SZJuo0AhCvJdzmVluJQ34BRSzt7AQEAEtsxeoAwEWmpKfLmZkpiGAwAkNia\/F06FwgqNcWh0gK31eVEBAEoiobOBGMlGAAgcYWGv27MdykrI3FPgB+OABRFoYnQbIYIAEhkoQnQt87JtbSOSLI0AB04cEArV65UQUGBHA6H3nrrrRGvG2NUWVmpgoICZWVladmyZTp+\/Lg1xU6CbwbHYQAAEl+oB+hWX66ldUSSpQGos7NTZWVl2rZt25ivv\/jii9qyZYu2bdum2tpaeTwerVixQu3t7TGudHIKOQ8MAJDg+gdM+AT4ZOoBSrPy5hUVFaqoqBjzNWOMtm7dqk2bNmnVqlWSpB07dig\/P187d+7U448\/HstSJyU8BMZmiACABHWypV0Xe\/o1PSNV18\/OtrqciInbOUANDQ1qbm5WeXl5+JrT6dQ999yjgwcPjvu5YDCoQCAw4mGV4QeiDrAXEAAgAYUOQF3gy1Vqgp8AP1zcBqDm5mZJUn5+\/ojr+fn54dfGUlVVJbfbHX4UFRVFtc4r8bgzleKQevoH9GVH0LI6AACYrPABqEk0\/CXFcQAKcThGpk1jzKhrw23cuFF+vz\/8aGxsjHaJ40pPTZHXzTwgAEDiqmscnP9TlkQToKU4DkAej0eSRvX2tLS0jOoVGs7pdConJ2fEw0rsBQQASFQXe\/p0onlwKslt9ADFRklJiTwej\/bu3Ru+1tPTo5qaGi1dutTCyq4NS+EBAInqj2cCGjCSJydT+TmZVpcTUZauAuvo6NCf\/\/zn8POGhgbV1dVp5syZmjNnjtavX6\/Nmzdr7ty5mjt3rjZv3qxp06bpkUcesbDqaxOeCM1KMABAgqlrbJUk3Zok538NZ2kAOnz4sO69997w8w0bNkiSVq9erX\/7t3\/T008\/ra6uLj355JNqbW3V4sWLtWfPHrlcLqtKvmaF9AABABLUsdD8HwJQZC1btkzGjL883OFwqLKyUpWVlbErKsJCewExBwgAkGjCK8CSMADF7RygZDF8L6ArhT0AAOJJS3u3zrR1yeGQ5vuS4wT44QhAUeZ1Z8nhkIJ9Azrf0WN1OQAATEho+GtenkvZTksHjKKCABRlGWkpyncNzpxnGAwAkChCO0CXFSVf749EAIoJVoIBABLN0PyfGdYWEiUEoBhgJRgAIJEMDBh6gDB1Q5shMgQGAIh\/n53vVHuwT5npKboxP3G2nrkWBKAYCC2FP0MPEAAgAYSGv+YXupWWmpxRITn\/qjgzdB4YAQgAEP+OJfH+PyEEoBgYfh4YewEBAOJdsk+AlghAMVFwqQeoq7dfrRd7La4GAIDxdff269OmwRPgk3UCtEQAionM9FTNdjklMREaABDfjp8NqG\/AaFa2MzyFIxkRgGLEx1J4AEACGJr\/45bD4bC2mCgiAMUIK8EAAIkgmQ9AHY4AFCNDK8EYAgMAxK9jp9skSWUEIEQCQ2AAgHj3VWePvrgw+D\/qC3y51hYTZQSgGOE8MABAvAv1\/nxt9nS5s9KtLSbKCEAxwl5AAIB4V3eqTVLyz\/+RCEAxU5g7OAm6I9gnfxd7AQEA4k+oB4gAhIjJykjVrOwMScwDAgDEH2OMLY7ACCEAxRBnggEA4tWpry6q9WKvMtJSdJMnx+pyoi7N6gLsxDdjmo6d9uuJfz9idSkAAIzploIcZaQlf\/9I8v+FceSeG2criTfVBAAkgfsXFFhdQkzQAxRD\/3tRkSpKPerpG7C6FAAARklPS1FOZnIvfw8hAMWYyyY\/LAAA4hlDYAAAwHYIQAAAwHYIQAAAwHYIQAAAwHYIQAAAwHYIQAAAwHYIQAAAwHYIQAAAwHYIQAAAwHYIQAAAwHYIQAAAwHbiOgBVVlbK4XCMeHg8HqvLAgAACS7uD0O95ZZb9MEHH4Sfp6amWlgNAABIBnEfgNLS0uj1AQAAERXXQ2CSdPLkSRUUFKikpETf+9739Nlnn1ldEgAASHBx3QO0ePFivfrqq5o3b57OnTunn\/70p1q6dKmOHz+u6667bszPBINBBYPB8PNAIBCrcgEAQIJwGGOM1UVMVGdnp66\/\/no9\/fTT2rBhw5jvqays1HPPPTfqut\/vV05OTrRLBAAAERAIBOR2u6P273fcD4ENN336dM2fP18nT54c9z0bN26U3+8PPxobG2NYIQAASARxPQR2uWAwqE8\/\/VR33XXXuO9xOp1yOp0xrAoAACSauO4B+vGPf6yamho1NDTo97\/\/vf76r\/9agUBAq1evtro0AACQwOK6B+j06dP6\/ve\/r\/Pnz2v27Nm64447dOjQIRUXF1tdGgAASGBxHYCqq6utLgEAACShuB4CAwAAiAYCEAAAsB0CEAAAsB0CEAAAsB0CEAAAsB0CEAAAsB0CEAAAsB0CEAAAsB0CEAAAsB0CEAAAsB0CEAAAsB0CEAAAsB0CEAAAsB0CEAAAsB0CEAAAsB0CEAAAsB0CEAAAsB0CEAAAsB0CEAAAsB0CEAAAsB0CEAAAsB0CEAAAsB0CEAAAsB0CEAAAsB0CEAAAsB0CEAAAsB0CEAAAsB0CEAAAsB0CEAAAsB0CEAAAsB0CEAAAsB0CEAAAsB0CEAAAsB0CEAAAsB0CEAAAsB0CEAAAsJ2ECEA\/\/\/nPVVJSoszMTC1cuFC\/\/e1vrS4JAAAksLgPQG+88YbWr1+vTZs26ejRo7rrrrtUUVGhU6dOWV0aAABIUA5jjLG6iCtZvHixvvGNb2j79u3ha1\/\/+tf14IMPqqqq6qqfDwQCcrvd8vv9ysnJiWapAAAgQqL973daxL8xgnp6enTkyBH95Cc\/GXG9vLxcBw8eHPMzwWBQwWAw\/Nzv90sabEgAAJAYQv9uR6ufJq4D0Pnz59Xf36\/8\/PwR1\/Pz89Xc3DzmZ6qqqvTcc8+Nul5UVBSVGgEAQPRcuHBBbrc74t8b1wEoxOFwjHhujBl1LWTjxo3asGFD+HlbW5uKi4t16tSpqDSgnQQCARUVFamxsZHhxCmgHSOHtowc2jIyaMfI8fv9mjNnjmbOnBmV74\/rADRr1iylpqaO6u1paWkZ1SsU4nQ65XQ6R113u938GCMkJyeHtowA2jFyaMvIoS0jg3aMnJSU6KzXiutVYBkZGVq4cKH27t074vrevXu1dOlSi6oCAACJLq57gCRpw4YNevTRR7Vo0SItWbJEv\/jFL3Tq1Ck98cQTVpcGAAASVNwHoIcfflgXLlzQ888\/r6amJpWWlurdd99VcXHxhD7vdDr17LPPjjkshmtDW0YG7Rg5tGXk0JaRQTtGTrTbMu73AQIAAIi0uJ4DBAAAEA0EIAAAYDsEIAAAYDsEIAAAYDtJHYB+\/vOfq6SkRJmZmVq4cKF++9vfWl1S3KusrJTD4Rjx8Hg84deNMaqsrFRBQYGysrK0bNkyHT9+3MKK48eBAwe0cuVKFRQUyOFw6K233hrx+kTaLhgM6qmnntKsWbM0ffp0fec739Hp06dj+FdY72rtuGbNmlG\/0TvuuGPEe2jHwWOBbr\/9drlcLuXl5enBBx\/UiRMnRryH3+TETKQt+V1OzPbt27VgwYLwRpFLlizRe++9F349lr\/JpA1Ab7zxhtavX69Nmzbp6NGjuuuuu1RRUaFTp05ZXVrcu+WWW9TU1BR+1NfXh1978cUXtWXLFm3btk21tbXyeDxasWKF2tvbLaw4PnR2dqqsrEzbtm0b8\/WJtN369eu1a9cuVVdX66OPPlJHR4fuv\/9+9ff3x+rPsNzV2lGS7rvvvhG\/0XfffXfE67SjVFNTo7Vr1+rQoUPau3ev+vr6VF5ers7OzvB7+E1OzETaUuJ3ORE+n08vvPCCDh8+rMOHD2v58uV64IEHwiEnpr9Jk6S++c1vmieeeGLEtZtuusn85Cc\/saiixPDss8+asrKyMV8bGBgwHo\/HvPDCC+Fr3d3dxu12m3\/5l3+JUYWJQZLZtWtX+PlE2q6trc2kp6eb6urq8HvOnDljUlJSzO7du2NWezy5vB2NMWb16tXmgQceGPcztOPYWlpajCRTU1NjjOE3ORWXt6Ux\/C6nYsaMGeZXv\/pVzH+TSdkD1NPToyNHjqi8vHzE9fLych08eNCiqhLHyZMnVVBQoJKSEn3ve9\/TZ599JklqaGhQc3PziHZ1Op265557aNermEjbHTlyRL29vSPeU1BQoNLSUtr3Mvv371deXp7mzZunxx57TC0tLeHXaMex+f1+SQofLMlvcvIub8sQfpfXpr+\/X9XV1ers7NSSJUti\/ptMygB0\/vx59ff3jzowNT8\/f9TBqhhp8eLFevXVV\/X+++\/rl7\/8pZqbm7V06VJduHAh3Ha067WbSNs1NzcrIyNDM2bMGPc9kCoqKvT6669r3759eumll1RbW6vly5crGAxKoh3HYozRhg0bdOedd6q0tFQSv8nJGqstJX6X16K+vl7Z2dlyOp164okntGvXLt18880x\/03G\/VEYU+FwOEY8N8aMuoaRKioqwv89f\/58LVmyRNdff7127NgRntBHu07eZNqO9h3p4YcfDv93aWmpFi1apOLiYr3zzjtatWrVuJ+zczuuW7dOH3\/8sT766KNRr\/GbvDbjtSW\/y4m78cYbVVdXp7a2Nv3mN7\/R6tWrVVNTE349Vr\/JpOwBmjVrllJTU0elwZaWllHJElc2ffp0zZ8\/XydPngyvBqNdr91E2s7j8ainp0etra3jvgejeb1eFRcX6+TJk5Jox8s99dRTevvtt\/Xhhx\/K5\/OFr\/ObvHbjteVY+F2OLyMjQzfccIMWLVqkqqoqlZWV6eWXX475bzIpA1BGRoYWLlyovXv3jri+d+9eLV261KKqElMwGNSnn34qr9erkpISeTyeEe3a09Ojmpoa2vUqJtJ2CxcuVHp6+oj3NDU16Y9\/\/CPtewUXLlxQY2OjvF6vJNoxxBijdevW6c0339S+fftUUlIy4nV+kxN3tbYcC7\/LiTPGKBgMxv43OclJ23GvurrapKenm1\/\/+tfmk08+MevXrzfTp083n3\/+udWlxbUf\/ehHZv\/+\/eazzz4zhw4dMvfff79xuVzhdnvhhReM2+02b775pqmvrzff\/\/73jdfrNYFAwOLKrdfe3m6OHj1qjh49aiSZLVu2mKNHj5ovvvjCGDOxtnviiSeMz+czH3zwgfnDH\/5gli9fbsrKykxfX59Vf1bMXakd29vbzY9+9CNz8OBB09DQYD788EOzZMkSU1hYSDte5oc\/\/KFxu91m\/\/79pqmpKfy4ePFi+D38Jifmam3J73LiNm7caA4cOGAaGhrMxx9\/bJ555hmTkpJi9uzZY4yJ7W8yaQOQMcb88z\/\/sykuLjYZGRnmG9\/4xoglixjbww8\/bLxer0lPTzcFBQVm1apV5vjx4+HXBwYGzLPPPms8Ho9xOp3m7rvvNvX19RZWHD8+\/PBDI2nUY\/Xq1caYibVdV1eXWbdunZk5c6bJysoy999\/vzl16pQFf411rtSOFy9eNOXl5Wb27NkmPT3dzJkzx6xevXpUG9GOZsw2lGReeeWV8Hv4TU7M1dqS3+XE\/c3f\/E343+XZs2ebb33rW+HwY0xsf5MOY4y5tj4jAACAxJaUc4AAAACuhAAEAABshwAEAABshwAEAABshwAEAABshwAEAABshwAEAABshwAEAABshwAEAABshwAEAABshwAEIKF8+eWX8ng82rx5c\/ja73\/\/e2VkZGjPnj0WVgYgkXAWGICE8+677+rBBx\/UwYMHddNNN+m2227Tt7\/9bW3dutXq0gAkCAIQgIS0du1affDBB7r99tt17Ngx1dbWKjMz0+qyACQIAhCAhNTV1aXS0lI1Njbq8OHDWrBggdUlAUggzAECkJA+++wznT17VgMDA\/riiy+sLgdAgqEHCEDC6enp0Te\/+U3deuutuummm7RlyxbV19crPz\/f6tIAJAgCEICE83d\/93f6j\/\/4Dx07dkzZ2dm699575XK59F\/\/9V9WlwYgQTAEBiCh7N+\/X1u3btVrr72mnJwcpaSk6LXXXtNHH32k7du3W10egARBDxAAALAdeoAAAIDtEIAAAIDtEIAAAIDtEIAAAIDtEIAAAIDtEIAAAIDtEIAAAIDtEIAAAIDtEIAAAIDtEIAAAIDtEIAAAIDtEIAAAIDt\/H+Rca6BQhfqwwAAAABJRU5ErkJggg==", "text\/plain": "<Figure size 640x480 with 1 Axes>"}, "metadata": {}, "output_type": "display_data"}]}}, "afd4d4ef3418418c84e31eca235aa44d": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "VBoxModel", "state": {"_dom_classes": ["widget-interact"], "children": ["IPY_MODEL_a1cb4b44b1f54cde815f8e713ca3e68d", "IPY_MODEL_3500924f544141ef8070a2456337d727"], "layout": "IPY_MODEL_146343a7a95746e6bd0c8bac2c97a33d"}}, "b08f9008f0f040808e2c22dbf9b7d636": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "SliderStyleModel", "state": {"description_width": ""}}, "b0c6e5b072744bb8aad4aa1c343ebe1e": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "IntSliderModel", "state": {"behavior": "drag-tap", "layout": "IPY_MODEL_6f20477e70534303aec0ee8da489b89f", "max": 599, "style": "IPY_MODEL_e46635f4f9934df89aca0c64f1f991c0"}}, "b2d5441b46204c32aa0b7776daef31c7": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "HBoxModel", "state": {"children": ["IPY_MODEL_86d909bc42c141caa23af6d60020a0db"], "layout": "IPY_MODEL_e092e093af954b0485ddd6ac2a722e83"}}, "b361054bfbfd4aa193975eb438f70d68": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "PlayModel", "state": {"description": "step", "layout": "IPY_MODEL_a8120820b9c8411dba949b22cd333241", "max": 149, "style": "IPY_MODEL_4252ab6bb32e4e3aadefa67e72c98374", "value": 94}}, "b4929e71adfe4fd7a3084599938b8a62": {"model_module": "@jupyter-widgets\/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {}}, "b49c03f7736a47e5987fbc229507c0fe": {"model_module": "@jupyter-widgets\/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {}}, "b6777499fb2c4600a2f7e42865bb8a24": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "DescriptionStyleModel", "state": {"description_width": ""}}, "b7b5d8c7976e490db14a6f301a8d5fca": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "IntSliderModel", "state": {"behavior": "drag-tap", "layout": "IPY_MODEL_6353f692403c49e1ac433f1fbcbf728e", "max": 149, "style": "IPY_MODEL_f7f5ff74aa334e5d93bf738f8697b5b5"}}, "b8830934433247b6b9746042c69a6d37": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "LinkModel", "state": {"source": ["IPY_MODEL_8330e0092c10467f85f9264bfaf88a6f", "value"], "target": ["IPY_MODEL_4dcc29bcdeb94273acb042225680f938", "value"]}}, "b9abd987449641d5aaa3a6363b08ec5c": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "LinkModel", "state": {"source": ["IPY_MODEL_ffd206a2fd774da69a72e07e90044435", "value"], "target": ["IPY_MODEL_86d909bc42c141caa23af6d60020a0db", "value"]}}, "b9b135e17db64c5c95f90edcb6aeed01": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "DescriptionStyleModel", "state": {"description_width": ""}}, "bb659ed2914a4508a2242c7023f25aac": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "LinkModel", "state": {"source": ["IPY_MODEL_51e8446de9bf4b1492c6377090f082a9", "value"], "target": ["IPY_MODEL_1cb2605db91a4ce1bac51f5960e5afc9", "value"]}}, "bc360c0bab0f4addb40d8aecfb729f92": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "SliderStyleModel", "state": {"description_width": ""}}, "be405b01c12847da8c4d79ceb2eaed2f": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "LinkModel", "state": {"source": ["IPY_MODEL_57644913df96434395a7d95953ca96ed", "value"], "target": ["IPY_MODEL_88035a6b469f4a4891e35659867ff0c6", "value"]}}, "c1912c587d5a48f6a85f569f08c3365e": {"model_module": "@jupyter-widgets\/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {}}, "c249b3bb2eff444bbbec6fd556309218": {"model_module": "@jupyter-widgets\/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {}}, "ca88519f972d46d6b6be2b7c6c2fa0d4": {"model_module": "@jupyter-widgets\/output", "model_module_version": "1.0.0", "model_name": "OutputModel", "state": {"layout": "IPY_MODEL_5a437050674241259e1208543a3a72f0", "outputs": [{"data": {"image\/png": "iVBORw0KGgoAAAANSUhEUgAAAkAAAAG2CAYAAACXuTmvAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjcuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy\/bCgiHAAAACXBIWXMAAA9hAAAPYQGoP6dpAAAiRklEQVR4nO3dfWyV9f3\/8dfhpocCbSNCe05HaTptdVhgG0Voo1JQGjplQF2CYkzJNiJykzXVEQvZOJrZEhL44tLZTWcYOFhJpjh\/47b+oEXW1W9BkA4Nq6NAda2djN5Q8FTg8\/tj4fw4tMXK2l7n9PN8JFfidXNO3\/14JT5znYO4jDFGAAAAFhnk9AAAAAD9jQACAADWIYAAAIB1CCAAAGAdAggAAFiHAAIAANYhgAAAgHUIIAAAYB0CCAAAWIcAAgAA1gmZACoqKpLL5VJeXl7gmDFGPp9P8fHxioyMVGZmpk6cOOHckAAAYEAIiQCqrq7WK6+8ookTJwYdX7dunTZs2KDi4mJVV1fL4\/Fo1qxZamtrc2hSAAAwEDgeQBcuXNATTzyhV199VbfddlvguDFGGzdu1OrVq5WTk6PU1FRt3rxZFy9e1LZt2xycGAAAhLshTg+wbNkyPfzww3rooYf0i1\/8InC8rq5OjY2NysrKChxzu92aPn26Kisr9dRTT3X5fn6\/X36\/P7B\/9epV\/fvf\/9btt98ul8vVd78IAADoNcYYtbW1KT4+XoMG9f7zGkcDqLS0VO+\/\/76qq6s7nWtsbJQkxcXFBR2Pi4vTmTNnun3PoqIiPf\/88707KAAAcER9fb3Gjh3b6+\/rWADV19frJz\/5ifbt26dhw4Z1e92NT22MMTd9klNQUKD8\/PzAfktLi8aNG6e\/n6pT3O2j\/vvB+8nFjsu698X\/K0n639UPaniE4w\/rJIXmXKE2E\/MwD\/PYM48UmjNJoTtXT1zsuKy0n\/8ffVqySFFRUX3yMxxbjSNHjqipqUmTJ08OHLty5YoOHjyo4uJinTx5UtJ\/ngR5vd7ANU1NTZ2eCl3P7XbL7XZ3Oh4VFa3o6Ohe\/A361pCOyxrkHi5Jio6ODpkbNxTnCrWZmId5mMeeeaTQnEkK3bl64vrZ++rrK459CfrBBx9UTU2Njh07FtjS0tL0xBNP6NixY\/rmN78pj8ejsrKywGs6OjpUUVGhjIwMp8YGAAADgGM5GBUVpdTU1KBjI0aM0O233x44npeXp8LCQiUnJys5OVmFhYUaPny4Fi5c6MTIAABggAjp52ErV67UpUuXtHTpUp0\/f15Tp07Vvn37+uzzQAAAYIeQCqDy8vKgfZfLJZ\/PJ5\/P58g8AABgYHL8f4QIAADQ3wggAABgHQIIAABYhwACAADWIYAAAIB1CCAAAGAdAggAAFiHAAIAANYhgAAAgHUIIAAAYB0CCAAAWIcAAgAA1iGAAACAdawJoMihg50eAQAAhAhrAsjlcjk9AgAACBHWBBAAAMA1BBAAALAOAQQAAKxDAAEAAOsQQAAAwDoEEAAAsA4BBAAArEMAAQAA6xBAAADAOgQQAACwDgEEAACsQwABAADrEEAAAMA6BBAAALAOAQQAAKxDAAEAAOsQQAAAwDoEEAAAsA4BBAAArEMAAQAA6zgaQCUlJZo4caKio6MVHR2t9PR07d69O3B+0aJFcrlcQdu0adMcnBgAAAwEQ5z84WPHjtXatWt15513SpI2b96suXPn6ujRo7rnnnskSbNnz9amTZsCr4mIiHBkVgAAMHA4GkBz5swJ2n\/xxRdVUlKiqqqqQAC53W55PB4nxgMAAANUyHwH6MqVKyotLVV7e7vS09MDx8vLyxUbG6uUlBQtXrxYTU1NN30fv9+v1tbWoA0AAOB6jgdQTU2NRo4cKbfbrSVLlmjHjh0aP368JCk7O1tbt27V\/v37tX79elVXV2vmzJny+\/3dvl9RUZFiYmICW0JCQn\/9KgAAIEw4+hGYJN111106duyYmpub9cYbbyg3N1cVFRUaP368FixYELguNTVVaWlpSkxM1M6dO5WTk9Pl+xUUFCg\/Pz+w39raSgQBAIAgjgdQRERE4EvQaWlpqq6u1ksvvaTf\/OY3na71er1KTExUbW1tt+\/ndrvldrv7bF4AABD+HP8I7EbGmG4\/4jp37pzq6+vl9Xr7eSoAADCQOPoEaNWqVcrOzlZCQoLa2tpUWlqq8vJy7dmzRxcuXJDP59Ojjz4qr9er06dPa9WqVRo9erTmz5\/v5NgAACDMORpAn332mZ588kk1NDQoJiZGEydO1J49ezRr1ixdunRJNTU12rJli5qbm+X1ejVjxgxt375dUVFRTo4NAADCnKMB9Nprr3V7LjIyUnv37u3HaQAAgC1C7jtAAAAAfY0AAgAA1iGAAACAdQggAABgHQIIAABYhwACAADWIYAAAIB1CCAAAGAdAggAAFiHAAIAANYhgAAAgHUIIAAAYB0CCAAAWIcAAgAA1iGAAACAdQggAABgHQIIAABYhwACAADWIYAAAIB1CCAAAGAdAggAAFiHAAIAANYhgAAAgHUIIAAAYB0CCAAAWIcAAgAA1iGAAACAdQggAABgHQIIAABYhwACAADWIYAAAIB1CCAAAGAdAggAAFiHAAIAANYhgAAAgHUcDaCSkhJNnDhR0dHRio6OVnp6unbv3h04b4yRz+dTfHy8IiMjlZmZqRMnTjg4MQAAGAgcDaCxY8dq7dq1Onz4sA4fPqyZM2dq7ty5gchZt26dNmzYoOLiYlVXV8vj8WjWrFlqa2tzcmwAABDmHA2gOXPm6Hvf+55SUlKUkpKiF198USNHjlRVVZWMMdq4caNWr16tnJwcpaamavPmzbp48aK2bdvm5NgAACDMhcx3gK5cuaLS0lK1t7crPT1ddXV1amxsVFZWVuAat9ut6dOnq7Ky0sFJAQBAuBvi9AA1NTVKT0\/XF198oZEjR2rHjh0aP358IHLi4uKCro+Li9OZM2e6fT+\/3y+\/3x\/Yb21t7ZvBAQBA2HL8CdBdd92lY8eOqaqqSk8\/\/bRyc3P14YcfBs67XK6g640xnY5dr6ioSDExMYEtISGhz2YHAADhyfEAioiI0J133qm0tDQVFRVp0qRJeumll+TxeCRJjY2NQdc3NTV1eip0vYKCArW0tAS2+vr6Pp0fAACEH8cD6EbGGPn9fiUlJcnj8aisrCxwrqOjQxUVFcrIyOj29W63O\/DH6q9tAAAA13P0O0CrVq1Sdna2EhIS1NbWptLSUpWXl2vPnj1yuVzKy8tTYWGhkpOTlZycrMLCQg0fPlwLFy50cmwAABDmHA2gzz77TE8++aQaGhoUExOjiRMnas+ePZo1a5YkaeXKlbp06ZKWLl2q8+fPa+rUqdq3b5+ioqKcHBsAAIQ5RwPotddeu+l5l8sln88nn8\/XPwMBAAArhNx3gAAAAPoaAQQAAKxDAAEAAOsQQAAAwDoEEAAAsA4BBAAArEMAAQAA6xBAAADAOgQQAACwDgEEAACsQwABAADrEEAAAMA6BBAAALAOAQQAAKxDAAEAAOsQQAAAwDoEEAAAsA4BBAAArEMAAQAA6xBAAADAOgQQAACwDgEEAACsQwABAADrEEAAAMA6BBAAALAOAQQAAKxDAAEAAOsQQAAAwDoEEAAAsA4BBAAArEMAAQAA6xBAAADAOgQQAACwDgEEAACsQwABAADrEEAAAMA6jgZQUVGRpkyZoqioKMXGxmrevHk6efJk0DWLFi2Sy+UK2qZNm+bQxAAAYCBwNIAqKiq0bNkyVVVVqaysTJcvX1ZWVpba29uDrps9e7YaGhoC265duxyaGAAADARDnPzhe\/bsCdrftGmTYmNjdeTIET3wwAOB4263Wx6Pp7\/HAwAAA1RIfQeopaVFkjRq1Kig4+Xl5YqNjVVKSooWL16spqambt\/D7\/ertbU1aAMAALheyASQMUb5+fm67777lJqaGjienZ2trVu3av\/+\/Vq\/fr2qq6s1c+ZM+f3+Lt+nqKhIMTExgS0hIaG\/fgUAABAmQiaAli9fruPHj+sPf\/hD0PEFCxbo4YcfVmpqqubMmaPdu3fr73\/\/u3bu3Nnl+xQUFKilpSWw1dfX98f4AACgl0QOHaz\/Xf1gn\/4MR78DdM2KFSv09ttv6+DBgxo7duxNr\/V6vUpMTFRtbW2X591ut9xud1+MCQAA+oHL5dLwiL5NFEcDyBijFStWaMeOHSovL1dSUtJXvubcuXOqr6+X1+vthwkBAMBA5OhHYMuWLdPvf\/97bdu2TVFRUWpsbFRjY6MuXbokSbpw4YKeffZZ\/fWvf9Xp06dVXl6uOXPmaPTo0Zo\/f76TowMAgDDm6BOgkpISSVJmZmbQ8U2bNmnRokUaPHiwampqtGXLFjU3N8vr9WrGjBnavn27oqKiHJgYAAAMBI5\/BHYzkZGR2rt3bz9NAwAAbBEyfwoMAACgvxBAAADAOgQQAACwDgEEAACsQwABAADrEEAAAMA6BBAAALAOAQQAAKxDAAEAAOsQQAAAwDoEEAAAsA4BBAAArEMAAQAA6xBAAADAOgQQAACwDgEEAACsQwABAADrEEAAAMA6BBAAALAOAQQAAKxDAAEAAOsQQAAAwDoEEAAAsA4BBAAArEMAAQAA6xBAAADAOgQQAACwDgEEAACsQwABAADrEEAAAMA6BBAAALAOAQQAAKxDAAEAAOsQQAAAwDoEEAAAsI6jAVRUVKQpU6YoKipKsbGxmjdvnk6ePBl0jTFGPp9P8fHxioyMVGZmpk6cOOHQxAAAYCBwNIAqKiq0bNkyVVVVqaysTJcvX1ZWVpba29sD16xbt04bNmxQcXGxqqur5fF4NGvWLLW1tTk4OQAACGdDnPzhe\/bsCdrftGmTYmNjdeTIET3wwAMyxmjjxo1avXq1cnJyJEmbN29WXFyctm3bpqeeesqJsQEAQJi7pQB64YUXbnr+5z\/\/+S0N09LSIkkaNWqUJKmurk6NjY3KysoKXON2uzV9+nRVVlZ2GUB+v19+vz+w39raekuzAACAgeuWAmjHjh1B+19++aXq6uo0ZMgQ3XHHHbcUQMYY5efn67777lNqaqokqbGxUZIUFxcXdG1cXJzOnDnT5fsUFRXp+eef\/9o\/HwAA2OOWAujo0aOdjrW2tmrRokWaP3\/+LQ2yfPlyHT9+XIcOHep0zuVyBe0bYzodu6agoED5+flBcyUkJNzSTAAAYGDqtS9BR0dH64UXXtDPfvazr\/3aFStW6O2339aBAwc0duzYwHGPxyPp\/z8JuqapqanTU6Fr3G63oqOjgzYAAIDr9eqfAmtubg58j6cnjDFavny53nzzTe3fv19JSUlB55OSkuTxeFRWVhY41tHRoYqKCmVkZPTa3AAAwC639BHYL3\/5y6B9Y4waGhr0+uuva\/bs2T1+n2XLlmnbtm3605\/+pKioqMCTnpiYGEVGRsrlcikvL0+FhYVKTk5WcnKyCgsLNXz4cC1cuPBWRgcAALi1APqf\/\/mfoP1BgwZpzJgxys3NVUFBQY\/fp6SkRJKUmZkZdHzTpk1atGiRJGnlypW6dOmSli5dqvPnz2vq1Knat2+foqKibmV0AACAWwugurq6XvnhxpivvMblcsnn88nn8\/XKzwQAAODvAgMAANYhgAAAgHUIIAAAYB0CCAAAWIcAAgAA1iGAAACAdQggAABgHQIIAABYhwACAADWIYAAAIB1CCAAAGAdAggAAFiHAAIAANYhgAAAgHUIIAAAYB0CCAAAWIcAAgAA1iGAAACAdQggAABgHQIIAABYhwACAADWIYAAAIB1CCAAAGAdAggAAFiHAAIAANYhgAAAgHUIIAAAYB0CCAAAWIcAAgAA1iGAAACAdQggAABgHQIIAABYhwACAADWIYAAAIB1CCAAAGAdRwPo4MGDmjNnjuLj4+VyufTWW28FnV+0aJFcLlfQNm3aNGeGBQAAA4ajAdTe3q5JkyapuLi422tmz56thoaGwLZr165+nBAAAAxEQ5z84dnZ2crOzr7pNW63Wx6Pp58mAgAANgj57wCVl5crNjZWKSkpWrx4sZqamm56vd\/vV2tra9AGAABwvZAOoOzsbG3dulX79+\/X+vXrVV1drZkzZ8rv93f7mqKiIsXExAS2hISEfpwYAACEA0c\/AvsqCxYsCPxzamqq0tLSlJiYqJ07dyonJ6fL1xQUFCg\/Pz+w39raSgQBAIAgIR1AN\/J6vUpMTFRtbW2317jdbrnd7n6cCgAAhJuQ\/gjsRufOnVN9fb28Xq\/TowAAgDDm6BOgCxcu6OOPPw7s19XV6dixYxo1apRGjRoln8+nRx99VF6vV6dPn9aqVas0evRozZ8\/38GpAQBAuHM0gA4fPqwZM2YE9q99dyc3N1clJSWqqanRli1b1NzcLK\/XqxkzZmj79u2KiopyamQAADAAOBpAmZmZMsZ0e37v3r39OA0AALBFWH0HCAAAoDcQQAAAwDoEEAAAsA4BBAAArEMAAQAA6xBAAADAOgQQAACwDgEEAACsQwABAADrEEAAAMA6BBAAALAOAQQAAKxDAAEAAOsQQAAAwDoEEAAAsA4BBAAArEMAAQAA6xBAAADAOgQQAACwDgEEAACsQwABAADrEEAAAMA6BBAAALAOAQQAAKxDAAEAAOsQQAAAwDoEEAAAsA4BBAAArEMAAQAA6xBAAADAOgQQAACwDgEEAACsQwABAADrEEAAAMA6BBAAALCOowF08OBBzZkzR\/Hx8XK5XHrrrbeCzhtj5PP5FB8fr8jISGVmZurEiRPODAsAAAYMRwOovb1dkyZNUnFxcZfn161bpw0bNqi4uFjV1dXyeDyaNWuW2tra+nlSAAAwkAxx8odnZ2crOzu7y3PGGG3cuFGrV69WTk6OJGnz5s2Ki4vTtm3b9NRTT\/XnqAAAYAAJ2e8A1dXVqbGxUVlZWYFjbrdb06dPV2VlZbev8\/v9am1tDdoAAACuF7IB1NjYKEmKi4sLOh4XFxc415WioiLFxMQEtoSEhD6dEwAAhJ+QDaBrXC5X0L4xptOx6xUUFKilpSWw1dfX9\/WIAAAgzDj6HaCb8Xg8kv7zJMjr9QaONzU1dXoqdD232y23293n8wEAgPAVsk+AkpKS5PF4VFZWFjjW0dGhiooKZWRkODgZAAAId44+Abpw4YI+\/vjjwH5dXZ2OHTumUaNGady4ccrLy1NhYaGSk5OVnJyswsJCDR8+XAsXLnRwagAAEO4cDaDDhw9rxowZgf38\/HxJUm5urn73u99p5cqVunTpkpYuXarz589r6tSp2rdvn6KiopwaGQAADACOBlBmZqaMMd2ed7lc8vl88vl8\/TcUAAAY8EL2O0AAAAB9hQACAADWIYAAAIB1CCAAAGAdAggAAFiHAAIAANYhgAAAgHUIIAAAYB0CCAAAWIcAAgAA1iGAAACAdQggAABgHQIIAABYhwACAADWIYAAAIB1CCAAAGAdAggAAFiHAAIAANYhgAAAgHUIIAAAYB0CCAAAWIcAAgAA1iGAAACAdQggAABgHQIIAABYhwACAADWIYAAAIB1CCAAAGAdAggAAFiHAAIAANYhgAAAgHUIIAAAYB0CCAAAWIcAAgAA1iGAAACAdUI6gHw+n1wuV9Dm8XicHgsAAIS5IU4P8FXuuecevfPOO4H9wYMHOzgNAAAYCEI+gIYMGcJTHwAA0KtC+iMwSaqtrVV8fLySkpL02GOP6dSpU06PBAAAwlxIPwGaOnWqtmzZopSUFH322Wf6xS9+oYyMDJ04cUK33357l6\/x+\/3y+\/2B\/dbW1v4aFwAAhImQfgKUnZ2tRx99VBMmTNBDDz2knTt3SpI2b97c7WuKiooUExMT2BISEvprXAAAECZCOoBuNGLECE2YMEG1tbXdXlNQUKCWlpbAVl9f348TAgCAcBDSH4HdyO\/366OPPtL999\/f7TVut1tut7sfpwIAAOEmpJ8APfvss6qoqFBdXZ3ee+89\/eAHP1Bra6tyc3OdHg0AAISxkH4C9Mknn+jxxx\/X559\/rjFjxmjatGmqqqpSYmKi06MBAIAwFtIBVFpa6vQIAABgAArpj8AAAAD6AgEEAACsQwABAADrEEAAAMA6BBAAALAOAQQAAKxDAAEAAOsQQAAAwDoEEAAAsA4BBAAArEMAAQAA6xBAAADAOgQQAACwDgEEAACsQwABAADrEEAAAMA6BBAAALAOAQQAAKxDAAEAAOsQQAAAwDoEEAAAsA4BBAAArEMAAQAA6xBAAADAOgQQAACwDgEEAACsQwABAADrEEAAAMA6BBAAALAOAQQAAKxDAAEAAOsQQAAAwDoEEAAAsA4BBAAArEMAAQAA6xBAAADAOmERQC+\/\/LKSkpI0bNgwTZ48We+++67TIwEAgDAW8gG0fft25eXlafXq1Tp69Kjuv\/9+ZWdn6+zZs06PBgAAwlTIB9CGDRv0ox\/9SD\/+8Y\/1rW99Sxs3blRCQoJKSkqcHg0AAISpIU4PcDMdHR06cuSInnvuuaDjWVlZqqys7PI1fr9ffr8\/sN\/S0iJJam1t7btB+8DFjsu66r8o6T+zX44IjX9VoThXqM3EPMzDPPbMI4XmTFLoztVT1\/67bYzpmx9gQtinn35qJJm\/\/OUvQcdffPFFk5KS0uVr1qxZYySxsbGxsbGxDYDtH\/\/4R580RljkoMvlCto3xnQ6dk1BQYHy8\/MD+83NzUpMTNTZs2cVExPTp3MOdK2trUpISFB9fb2io6OdHidssY69h7XsPaxl72Ade09LS4vGjRunUaNG9cn7h3QAjR49WoMHD1ZjY2PQ8aamJsXFxXX5GrfbLbfb3el4TEwMN2MviY6OZi17AevYe1jL3sNa9g7WsfcMGtQ3X1cO6S9BR0REaPLkySorKws6XlZWpoyMDIemAgAA4S6knwBJUn5+vp588kmlpaUpPT1dr7zyis6ePaslS5Y4PRoAAAhTIR9ACxYs0Llz5\/TCCy+ooaFBqamp2rVrlxITE3v0erfbrTVr1nT5sRi+Htayd7COvYe17D2sZe9gHXtPX6+ly5i++vNlAAAAoSmkvwMEAADQFwggAABgHQIIAABYhwACAADWGdAB9PLLLyspKUnDhg3T5MmT9e677zo9Usjz+XxyuVxBm8fjCZw3xsjn8yk+Pl6RkZHKzMzUiRMnHJw4dBw8eFBz5sxRfHy8XC6X3nrrraDzPVk7v9+vFStWaPTo0RoxYoS+\/\/3v65NPPunH38J5X7WOixYt6nSPTps2Lega1lEqKirSlClTFBUVpdjYWM2bN08nT54MuoZ7smd6spbclz1TUlKiiRMnBv5Hkenp6dq9e3fgfH\/ekwM2gLZv3668vDytXr1aR48e1f3336\/s7GydPXvW6dFC3j333KOGhobAVlNTEzi3bt06bdiwQcXFxaqurpbH49GsWbPU1tbm4MShob29XZMmTVJxcXGX53uydnl5edqxY4dKS0t16NAhXbhwQY888oiuXLnSX7+G475qHSVp9uzZQfforl27gs6zjlJFRYWWLVumqqoqlZWV6fLly8rKylJ7e3vgGu7JnunJWkrclz0xduxYrV27VocPH9bhw4c1c+ZMzZ07NxA5\/XpP9snfMBYC7r33XrNkyZKgY3fffbd57rnnHJooPKxZs8ZMmjSpy3NXr141Ho\/HrF27NnDsiy++MDExMebXv\/51P00YHiSZHTt2BPZ7snbNzc1m6NChprS0NHDNp59+agYNGmT27NnTb7OHkhvX0RhjcnNzzdy5c7t9DevYtaamJiPJVFRUGGO4J\/8bN66lMdyX\/43bbrvN\/Pa3v+33e3JAPgHq6OjQkSNHlJWVFXQ8KytLlZWVDk0VPmpraxUfH6+kpCQ99thjOnXqlCSprq5OjY2NQevqdrs1ffp01vUr9GTtjhw5oi+\/\/DLomvj4eKWmprK+NygvL1dsbKxSUlK0ePFiNTU1Bc6xjl1raWmRpMBfLMk9eetuXMtruC+\/nitXrqi0tFTt7e1KT0\/v93tyQAbQ559\/ritXrnT6C1Pj4uI6\/cWqCDZ16lRt2bJFe\/fu1auvvqrGxkZlZGTo3LlzgbVjXb++nqxdY2OjIiIidNttt3V7DaTs7Gxt3bpV+\/fv1\/r161VdXa2ZM2fK7\/dLYh27YoxRfn6+7rvvPqWmpkrinrxVXa2lxH35ddTU1GjkyJFyu91asmSJduzYofHjx\/f7PRnyfxXGf8PlcgXtG2M6HUOw7OzswD9PmDBB6enpuuOOO7R58+bAF\/pY11t3K2vH+gZbsGBB4J9TU1OVlpamxMRE7dy5Uzk5Od2+zuZ1XL58uY4fP65Dhw51Osc9+fV0t5bclz1311136dixY2pubtYbb7yh3NxcVVRUBM731z05IJ8AjR49WoMHD+5Ug01NTZ3KEjc3YsQITZgwQbW1tYE\/Dca6fn09WTuPx6OOjg6dP3++22vQmdfrVWJiomprayWxjjdasWKF3n77bR04cEBjx44NHOee\/Pq6W8uucF92LyIiQnfeeafS0tJUVFSkSZMm6aWXXur3e3JABlBERIQmT56ssrKyoONlZWXKyMhwaKrw5Pf79dFHH8nr9SopKUkejydoXTs6OlRRUcG6foWerN3kyZM1dOjQoGsaGhr0t7\/9jfW9iXPnzqm+vl5er1cS63iNMUbLly\/Xm2++qf379yspKSnoPPdkz33VWnaF+7LnjDHy+\/39f0\/e4pe2Q15paakZOnSoee2118yHH35o8vLyzIgRI8zp06edHi2kPfPMM6a8vNycOnXKVFVVmUceecRERUUF1m3t2rUmJibGvPnmm6ampsY8\/vjjxuv1mtbWVocnd15bW5s5evSoOXr0qJFkNmzYYI4ePWrOnDljjOnZ2i1ZssSMHTvWvPPOO+b99983M2fONJMmTTKXL1926tfqdzdbx7a2NvPMM8+YyspKU1dXZw4cOGDS09PNN77xDdbxBk8\/\/bSJiYkx5eXlpqGhIbBdvHgxcA33ZM981VpyX\/ZcQUGBOXjwoKmrqzPHjx83q1atMoMGDTL79u0zxvTvPTlgA8gYY371q1+ZxMREExERYb773e8G\/ZFFdG3BggXG6\/WaoUOHmvj4eJOTk2NOnDgROH\/16lWzZs0a4\/F4jNvtNg888ICpqalxcOLQceDAASOp05abm2uM6dnaXbp0ySxfvtyMGjXKREZGmkceecScPXvWgd\/GOTdbx4sXL5qsrCwzZswYM3ToUDNu3DiTm5vbaY1YR9PlGkoymzZtClzDPdkzX7WW3Jc998Mf\/jDw3+UxY8aYBx98MBA\/xvTvPekyxpiv98wIAAAgvA3I7wABAADcDAEEAACsQwABAADrEEAAAMA6BBAAALAOAQQAAKxDAAEAAOsQQAAAwDoEEAAAsA4BBAAArEMAAQgr\/\/rXv+TxeFRYWBg49t577ykiIkL79u1zcDIA4YS\/CwxA2Nm1a5fmzZunyspK3X333frOd76jhx9+WBs3bnR6NABhggACEJaWLVumd955R1OmTNEHH3yg6upqDRs2zOmxAIQJAghAWLp06ZJSU1NVX1+vw4cPa+LEiU6PBCCM8B0gAGHp1KlT+uc\/\/6mrV6\/qzJkzTo8DIMzwBAhA2Ono6NC9996rb3\/727r77ru1YcMG1dTUKC4uzunRAIQJAghA2PnpT3+qP\/7xj\/rggw80cuRIzZgxQ1FRUfrzn\/\/s9GgAwgQfgQEIK+Xl5dq4caNef\/11RUdHa9CgQXr99dd16NAhlZSUOD0egDDBEyAAAGAdngABAADrEEAAAMA6BBAAALAOAQQAAKxDAAEAAOsQQAAAwDoEEAAAsA4BBAAArEMAAQAA6xBAAADAOgQQAACwDgEEAACs8\/8AtbWCzAbd7joAAAAASUVORK5CYII=", "text\/plain": "<Figure size 640x480 with 1 Axes>"}, "metadata": {}, "output_type": "display_data"}]}}, "cd847b071b4e47ea8ae6cd18c02e2b45": {"model_module": "@jupyter-widgets\/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {}}, "cd9c5d4ded2646918e55e9f584926817": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "VBoxModel", "state": {"_dom_classes": ["widget-interact"], "children": ["IPY_MODEL_8330e0092c10467f85f9264bfaf88a6f", "IPY_MODEL_84db1e5aacf844f2b99f65c3e1097e2a"], "layout": "IPY_MODEL_3dfd829e56824d288459d82647e0ac61"}}, "cfe6894555d9429bafafa321a999ad79": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "SliderStyleModel", "state": {"description_width": ""}}, "d095a4e7d8d4445e86d3db1fdff6244f": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "PlayModel", "state": {"description": "step", "layout": "IPY_MODEL_9c44cf9efe144da9b5dfcbe527ac3102", "max": 199, "style": "IPY_MODEL_0962612e4e404b54ac1fac8d640cd6c0", "value": 75}}, "d1b23fb8d92a428ebfbc64e7b3117db4": {"model_module": "@jupyter-widgets\/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {}}, "d405cdb662334ea1920afee0c3ff1475": {"model_module": "@jupyter-widgets\/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {}}, "d46db30322c046b3a3b40e07893e8e0f": {"model_module": "@jupyter-widgets\/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {}}, "d6771ef21c534c6eb6d533999eb19a55": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "VBoxModel", "state": {"_dom_classes": ["widget-interact"], "children": ["IPY_MODEL_ebe4490fa75a4192ba04152508adf1b4", "IPY_MODEL_1af575622d2045659ef592a3a3d82a91"], "layout": "IPY_MODEL_40b159f172e843e0be00be922ba726d0"}}, "d6f350aa761a4296923db4d01c4bd139": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "LinkModel", "state": {"source": ["IPY_MODEL_99f37541ac7b4dbfac2f489c1a5b0353", "value"], "target": ["IPY_MODEL_93f14a52f3064949b531de7e08a42ee6", "value"]}}, "daa0b5546c1d408a865e572be327f49c": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "LinkModel", "state": {"source": ["IPY_MODEL_1691534cae544c41ac19238706d81934", "value"], "target": ["IPY_MODEL_e1d833787d964958adf9bf27c7c8465d", "value"]}}, "db46a3c449cf4e6d85de539fd7e30166": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "DescriptionStyleModel", "state": {"description_width": ""}}, "db9041c22a5d4c00b62ba6ef68b628f2": {"model_module": "@jupyter-widgets\/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {}}, "de278670da40468392c76821e50a39de": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "VBoxModel", "state": {"_dom_classes": ["widget-interact"], "children": ["IPY_MODEL_51e8446de9bf4b1492c6377090f082a9", "IPY_MODEL_ca88519f972d46d6b6be2b7c6c2fa0d4"], "layout": "IPY_MODEL_5d52cc6b2314438da6e9896470a62a61"}}, "e043ddd08fa044f0805e72d08d64fb52": {"model_module": "@jupyter-widgets\/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {}}, "e092e093af954b0485ddd6ac2a722e83": {"model_module": "@jupyter-widgets\/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {}}, "e0a901d1b6bf4aaf9d6a7959832d535a": {"model_module": "@jupyter-widgets\/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {}}, "e0fa11145e0d4e40ad744eba44c54f34": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "IntSliderModel", "state": {"behavior": "drag-tap", "layout": "IPY_MODEL_fb1d23bcc05342c0b382ab4170ce6aaa", "max": 199, "style": "IPY_MODEL_95d2ea1d34c947c9a61397dc75af7d2d", "value": 75}}, "e149cc3bb9774b248e8b07cdf7ae6dfa": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "HBoxModel", "state": {"children": ["IPY_MODEL_abc536027e9f46dca983b3512682b4b6"], "layout": "IPY_MODEL_40ddbc947f924670b1c89507cec96d03"}}, "e17d149775dd4f96bcd56c6c7455e2b0": {"model_module": "@jupyter-widgets\/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {}}, "e1d833787d964958adf9bf27c7c8465d": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "IntSliderModel", "state": {"behavior": "drag-tap", "layout": "IPY_MODEL_db9041c22a5d4c00b62ba6ef68b628f2", "max": 149, "style": "IPY_MODEL_72d3e88fdf024cba8257fa4e8a109544"}}, "e201f43e69ea4c10af62d9a3b611e43b": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "HBoxModel", "state": {"children": ["IPY_MODEL_7a2ac2d705c34d2599661107d0b6a5a5"], "layout": "IPY_MODEL_e0a901d1b6bf4aaf9d6a7959832d535a"}}, "e2037de5a9b542a394546c32006e26cf": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "VBoxModel", "state": {"_dom_classes": ["widget-interact"], "children": ["IPY_MODEL_754124660050415e84f351699e0454bd", "IPY_MODEL_75be4fb6e3894ef2ac842e505a05bca9"], "layout": "IPY_MODEL_29a880f5e6de435795b50f46a66a942e"}}, "e2a00839a46e4bb39cd41f9aa4edaaea": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "DescriptionStyleModel", "state": {"description_width": ""}}, "e4081c6091bb48838c726ff8e86ca60b": {"model_module": "@jupyter-widgets\/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {}}, "e46635f4f9934df89aca0c64f1f991c0": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "SliderStyleModel", "state": {"description_width": ""}}, "e84b526ca1ae4e019432105a43b87ec1": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "DescriptionStyleModel", "state": {"description_width": ""}}, "e9f56784337d42cbbf92f7219b1e0c47": {"model_module": "@jupyter-widgets\/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {}}, "ea5d62a115f443e4bf326bbe2a8d0260": {"model_module": "@jupyter-widgets\/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {}}, "ebba55e865d6472fad5ee32c335e445b": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "HBoxModel", "state": {"children": ["IPY_MODEL_0fcdff9aa34e4e13927e34ae27360da7"], "layout": "IPY_MODEL_12a14e08898b4abf991365cd41d07a93"}}, "ebe4490fa75a4192ba04152508adf1b4": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "PlayModel", "state": {"description": "step", "layout": "IPY_MODEL_372d2a496a5f46259db10a571b9ffb16", "max": 149, "style": "IPY_MODEL_106c527c21f1485f80938702414243e8"}}, "efb79abbdfb2428e84cb236aa84bc460": {"model_module": "@jupyter-widgets\/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {}}, "f2f9b1c03492463397087bed2642a8b2": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "LinkModel", "state": {"source": ["IPY_MODEL_a1cb4b44b1f54cde815f8e713ca3e68d", "value"], "target": ["IPY_MODEL_9ab997a6587c4746904cd3476fe428de", "value"]}}, "f32037d5c9d24da1a34f099ded323912": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "HBoxModel", "state": {"children": ["IPY_MODEL_a0998547957e4b50bb0570d6e89b4c2e"], "layout": "IPY_MODEL_148898f7302f4f45809429230ac34e24"}}, "f7f5ff74aa334e5d93bf738f8697b5b5": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "SliderStyleModel", "state": {"description_width": ""}}, "fb1d23bcc05342c0b382ab4170ce6aaa": {"model_module": "@jupyter-widgets\/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {}}, "fb3e5d085e2d43b7a3490b9ff0cd3738": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "SliderStyleModel", "state": {"description_width": ""}}, "fc190c980cf64f58821e1fed76b8dc9b": {"model_module": "@jupyter-widgets\/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {}}, "fe5db7fffd844d8983fe53f0eaa44849": {"model_module": "@jupyter-widgets\/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {}}, "ffbdb787fdf940fab9e0d3b457888162": {"model_module": "@jupyter-widgets\/base", "model_module_version": "2.0.0", "model_name": "LayoutModel", "state": {}}, "ffd206a2fd774da69a72e07e90044435": {"model_module": "@jupyter-widgets\/controls", "model_module_version": "2.0.0", "model_name": "PlayModel", "state": {"description": "step", "layout": "IPY_MODEL_9e913bb98541408496f49af403c639af", "max": 199, "style": "IPY_MODEL_b6777499fb2c4600a2f7e42865bb8a24"}}}, "version_major": 2, "version_minor": 0} +</script> +</html> diff --git a/content/GA_1_6/Analysis_solution.ipynb b/content/GA_1_6/Analysis_solution.ipynb index ba4def20..1e376c68 100644 --- a/content/GA_1_6/Analysis_solution.ipynb +++ b/content/GA_1_6/Analysis_solution.ipynb @@ -35,7 +35,7 @@ }, { "cell_type": "code", - "execution_count": 46, + "execution_count": 1, "id": "453992c1", "metadata": {}, "outputs": [], @@ -139,7 +139,7 @@ }, { "cell_type": "code", - "execution_count": 47, + "execution_count": 2, "id": "25bcec4e", "metadata": {}, "outputs": [ @@ -380,7 +380,7 @@ }, { "cell_type": "code", - "execution_count": 48, + "execution_count": 3, "id": "57c0662a", "metadata": {}, "outputs": [ @@ -691,7 +691,7 @@ }, { "cell_type": "code", - "execution_count": 49, + "execution_count": 4, "id": "efd223ed-a7db-4680-8c81-649ea88b5275", "metadata": {}, "outputs": [], @@ -751,7 +751,7 @@ }, { "cell_type": "code", - "execution_count": 50, + "execution_count": 5, "id": "673b1ff5-06e2-44c8-b6a4-031a00b0f190", "metadata": {}, "outputs": [], @@ -795,15 +795,40 @@ "<p>\n", "<b>Solution</b>\n", "\n", - "Answer\n", + "$$\n", + "AT = b\\\\\n", "\n", + "T = \\begin{bmatrix}\n", + "T_1^{j+1} \\\\\n", + "T_2^{j+1} \\\\\n", + "\\vdots \\\\\n", + "T_{n-1}^{j+1}\n", + "\\end{bmatrix}\\\\\n", + "\\newline\n", + "A = \\begin{bmatrix}\n", + "1 & 0 & 0 & \\cdots & 0 \\\\\n", + "0 & 1 & 0 & \\cdots & 0 \\\\\n", + "0 & 0 & 1 & \\cdots & 0 \\\\\n", + "\\vdots & \\vdots & \\vdots & \\ddots & \\vdots \\\\\n", + "0 & 0 & 0 & \\cdots & 1\n", + "\\end{bmatrix}\\\\\n", + "\\newline\n", + "b = \\begin{bmatrix}\n", + "T^j_1 + \\frac{\\nu \\Delta t}{\\Delta x^2} \\left(T^j_{0}-2T^j_1+T^j_{2}\\right) \\\\\n", + "T^j_2 + \\frac{\\nu \\Delta t}{\\Delta x^2} \\left(T^j_{1}-2T^j_2+T^j_{3}\\right) \\\\\n", + "\\vdots \\\\\n", + "T^j_{n-1} + \\frac{\\nu \\Delta t}{\\Delta x^2} \\left(T^j_{n-2}-2T^j_{n-1}+T^j_{n}\\right)\n", + "\\end{bmatrix}\n", + "\n", + "\n", + "$$\n", "</p>\n", "</div>" ] }, { "cell_type": "code", - "execution_count": 51, + "execution_count": 6, "id": "787c37f6", "metadata": {}, "outputs": [], @@ -841,14 +866,14 @@ }, { "cell_type": "code", - "execution_count": 52, + "execution_count": 7, "id": "56f6fdea", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "d54963b0ee834fa7b16a7b83cc30385d", + "model_id": "5ebbdf22e2834a44aaaf07f16547cac4", "version_major": 2, "version_minor": 0 }, @@ -889,7 +914,10 @@ "<p>\n", "<b>NOTE</b>\n", "\n", - "The widget will not work in html form. Here is a gif of the widget in action:\n", + "The widget will not work in html form. Here is an image with sample values of t:\n", + "\n", + "\n", + "\n", "\n", "</p>\n", "</div>" @@ -951,14 +979,14 @@ }, { "cell_type": "code", - "execution_count": 53, + "execution_count": 8, "id": "05534522", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "dc4f237f28354f4698a3b03e8f6d4212", + "model_id": "3dc37a566ad24cbfbd808fe92f6bc0a2", "version_major": 2, "version_minor": 0 }, @@ -1015,7 +1043,9 @@ "<p>\n", "<b>NOTE</b>\n", "\n", - "The widget will not work in html form. Here is a gif of the widget in action:\n", + "The widget will not work in html form. Here is an image with sample values of t:\n", + "\n", + "\n", "\n", "</p>\n", "</div>" @@ -1208,14 +1238,14 @@ }, { "cell_type": "code", - "execution_count": 54, + "execution_count": 9, "id": "4edddcaf", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { - "model_id": "909d0dc7b58a4380b03263190d28e8df", + "model_id": "964941379a6c4057a4f00b5d248f92d0", "version_major": 2, "version_minor": 0 }, diff --git a/content/GA_1_6/Report_solution.html b/content/GA_1_6/Report_solution.html new file mode 100644 index 00000000..97a1c5f3 --- /dev/null +++ b/content/GA_1_6/Report_solution.html @@ -0,0 +1,1158 @@ +<!DOCTYPE html> +<html> + <head> + <meta http-equiv="Content-type" content="text/html;charset=UTF-8"> + <title>Report_solution</title> + <style>:root +{ + --markdown-font-family: -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", system-ui, "Ubuntu", "Droid Sans", sans-serif; + --markdown-font-size: 14px; + --markdown-line-height: 1.6; + --vscode-font-family:"Segoe WPC", "Segoe UI", sans-serif; + --vscode-font-weight:normal; + --vscode-font-size:13px; + --vscode-editor-font-family:Consolas, "Courier New", monospace; + --vscode-editor-font-weight:normal; + --vscode-editor-font-size:14px; + --vscode-foreground:#616161; + --vscode-errorForeground:#a1260d; + --vscode-descriptionForeground:#717171; + --vscode-icon-foreground:#424242; + --vscode-focusBorder:#0090f1; + --vscode-textSeparator-foreground:rgba(0, 0, 0, 0.18); + --vscode-textLink-foreground:#006ab1; + --vscode-textLink-activeForeground:#006ab1; + --vscode-textPreformat-foreground:#a31515; + --vscode-textBlockQuote-background:rgba(127, 127, 127, 0.1); + --vscode-textBlockQuote-border:rgba(0, 122, 204, 0.5); + --vscode-textCodeBlock-background:rgba(220, 220, 220, 0.4); + --vscode-widget-shadow:#a8a8a8; + --vscode-input-background:#ffffff; + --vscode-input-foreground:#616161; + --vscode-inputOption-activeBorder:rgba(0, 122, 204, 0); + --vscode-inputOption-activeBackground:rgba(0, 144, 241, 0.2); + --vscode-inputOption-activeForeground:#000000; + --vscode-input-placeholderForeground:#767676; + --vscode-inputValidation-infoBackground:#d6ecf2; + --vscode-inputValidation-infoBorder:#007acc; + --vscode-inputValidation-warningBackground:#f6f5d2; + --vscode-inputValidation-warningBorder:#b89500; + --vscode-inputValidation-errorBackground:#f2dede; + --vscode-inputValidation-errorBorder:#be1100; + --vscode-dropdown-background:#ffffff; + --vscode-dropdown-border:#cecece; + --vscode-checkbox-background:#ffffff; + --vscode-checkbox-border:#cecece; + --vscode-button-foreground:#ffffff; + --vscode-button-background:#007acc; + --vscode-button-hoverBackground:#0062a3; + --vscode-button-secondaryForeground:#ffffff; + --vscode-button-secondaryBackground:#5f6a79; + --vscode-button-secondaryHoverBackground:#4c5561; + --vscode-badge-background:#c4c4c4; + --vscode-badge-foreground:#333333; + --vscode-scrollbar-shadow:#dddddd; + --vscode-scrollbarSlider-background:rgba(100, 100, 100, 0.4); + --vscode-scrollbarSlider-hoverBackground:rgba(100, 100, 100, 0.7); + --vscode-scrollbarSlider-activeBackground:rgba(0, 0, 0, 0.6); + --vscode-progressBar-background:#0e70c0; + --vscode-editorError-foreground:#e51400; + --vscode-editorWarning-foreground:#e9a700; + --vscode-editorInfo-foreground:#75beff; + --vscode-editorHint-foreground:#6c6c6c; + --vscode-editor-background:#ffffff; + --vscode-editor-foreground:#000000; + --vscode-editorWidget-background:#f3f3f3; + --vscode-editorWidget-foreground:#616161; + --vscode-editorWidget-border:#c8c8c8; + --vscode-quickInput-background:#f3f3f3; + --vscode-quickInput-foreground:#616161; + --vscode-quickInputTitle-background:rgba(0, 0, 0, 0.06); + --vscode-pickerGroup-foreground:#0066bf; + --vscode-pickerGroup-border:#cccedb; + --vscode-editor-selectionBackground:#add6ff; + --vscode-editor-inactiveSelectionBackground:#e5ebf1; + --vscode-editor-selectionHighlightBackground:rgba(173, 214, 255, 0.5); + --vscode-editor-findMatchBackground:#a8ac94; + --vscode-editor-findMatchHighlightBackground:rgba(234, 92, 0, 0.33); + --vscode-editor-findRangeHighlightBackground:rgba(180, 180, 180, 0.3); + --vscode-searchEditor-findMatchBackground:rgba(234, 92, 0, 0.22); + --vscode-editor-hoverHighlightBackground:rgba(173, 214, 255, 0.15); + --vscode-editorHoverWidget-background:#f3f3f3; + --vscode-editorHoverWidget-foreground:#616161; + --vscode-editorHoverWidget-border:#c8c8c8; + --vscode-editorHoverWidget-statusBarBackground:#e7e7e7; + --vscode-editorLink-activeForeground:#0000ff; + --vscode-editorLightBulb-foreground:#ddb100; + --vscode-editorLightBulbAutoFix-foreground:#007acc; + --vscode-diffEditor-insertedTextBackground:rgba(155, 185, 85, 0.2); + --vscode-diffEditor-removedTextBackground:rgba(255, 0, 0, 0.2); + --vscode-diffEditor-diagonalFill:rgba(34, 34, 34, 0.2); + --vscode-list-focusBackground:#d6ebff; + --vscode-list-activeSelectionBackground:#0074e8; + --vscode-list-activeSelectionForeground:#ffffff; + --vscode-list-inactiveSelectionBackground:#e4e6f1; + --vscode-list-hoverBackground:#e8e8e8; + --vscode-list-dropBackground:#d6ebff; + --vscode-list-highlightForeground:#0066bf; + --vscode-list-invalidItemForeground:#b89500; + --vscode-list-errorForeground:#b01011; + --vscode-list-warningForeground:#855f00; + --vscode-listFilterWidget-background:#efc1ad; + --vscode-listFilterWidget-outline:rgba(0, 0, 0, 0); + --vscode-listFilterWidget-noMatchesOutline:#be1100; + --vscode-list-filterMatchBackground:rgba(234, 92, 0, 0.33); + --vscode-tree-indentGuidesStroke:#a9a9a9; + --vscode-list-deemphasizedForeground:#8e8e90; + --vscode-menu-foreground:#616161; + --vscode-menu-background:#ffffff; + --vscode-menu-selectionForeground:#ffffff; + --vscode-menu-selectionBackground:#0074e8; + --vscode-menu-separatorBackground:#888888; + --vscode-editor-snippetTabstopHighlightBackground:rgba(10, 50, 100, 0.2); + --vscode-editor-snippetFinalTabstopHighlightBorder:rgba(10, 50, 100, 0.5); + --vscode-breadcrumb-foreground:rgba(97, 97, 97, 0.8); + --vscode-breadcrumb-background:#ffffff; + --vscode-breadcrumb-focusForeground:#4e4e4e; + --vscode-breadcrumb-activeSelectionForeground:#4e4e4e; + --vscode-breadcrumbPicker-background:#f3f3f3; + --vscode-merge-currentHeaderBackground:rgba(64, 200, 174, 0.5); + --vscode-merge-currentContentBackground:rgba(64, 200, 174, 0.2); + --vscode-merge-incomingHeaderBackground:rgba(64, 166, 255, 0.5); + --vscode-merge-incomingContentBackground:rgba(64, 166, 255, 0.2); + --vscode-merge-commonHeaderBackground:rgba(96, 96, 96, 0.4); + --vscode-merge-commonContentBackground:rgba(96, 96, 96, 0.16); + --vscode-editorOverviewRuler-currentContentForeground:rgba(64, 200, 174, 0.5); + --vscode-editorOverviewRuler-incomingContentForeground:rgba(64, 166, 255, 0.5); + --vscode-editorOverviewRuler-commonContentForeground:rgba(96, 96, 96, 0.4); + --vscode-editorOverviewRuler-findMatchForeground:rgba(209, 134, 22, 0.49); + --vscode-editorOverviewRuler-selectionHighlightForeground:rgba(160, 160, 160, 0.8); + --vscode-minimap-findMatchHighlight:#d18616; + --vscode-minimap-selectionHighlight:#add6ff; + --vscode-minimap-errorHighlight:rgba(255, 18, 18, 0.7); + --vscode-minimap-warningHighlight:#e9a700; + --vscode-minimapSlider-background:rgba(100, 100, 100, 0.2); + --vscode-minimapSlider-hoverBackground:rgba(100, 100, 100, 0.35); + --vscode-minimapSlider-activeBackground:rgba(0, 0, 0, 0.3); + --vscode-problemsErrorIcon-foreground:#e51400; + --vscode-problemsWarningIcon-foreground:#e9a700; + --vscode-problemsInfoIcon-foreground:#75beff; + --vscode-editor-lineHighlightBorder:#eeeeee; + --vscode-editor-rangeHighlightBackground:rgba(253, 255, 0, 0.2); + --vscode-editor-symbolHighlightBackground:rgba(234, 92, 0, 0.33); + --vscode-editorCursor-foreground:#000000; + --vscode-editorWhitespace-foreground:rgba(51, 51, 51, 0.2); + --vscode-editorIndentGuide-background:#d3d3d3; + --vscode-editorIndentGuide-activeBackground:#939393; + --vscode-editorLineNumber-foreground:#237893; + --vscode-editorActiveLineNumber-foreground:#0b216f; + --vscode-editorLineNumber-activeForeground:#0b216f; + --vscode-editorRuler-foreground:#d3d3d3; + --vscode-editorCodeLens-foreground:#999999; + --vscode-editorBracketMatch-background:rgba(0, 100, 0, 0.1); + --vscode-editorBracketMatch-border:#b9b9b9; + --vscode-editorOverviewRuler-border:rgba(127, 127, 127, 0.3); + --vscode-editorGutter-background:#ffffff; + --vscode-editorUnnecessaryCode-opacity:rgba(0, 0, 0, 0.47); + --vscode-editorOverviewRuler-rangeHighlightForeground:rgba(0, 122, 204, 0.6); + --vscode-editorOverviewRuler-errorForeground:rgba(255, 18, 18, 0.7); + --vscode-editorOverviewRuler-warningForeground:#e9a700; + --vscode-editorOverviewRuler-infoForeground:#75beff; + --vscode-editorOverviewRuler-bracketMatchForeground:#a0a0a0; + --vscode-symbolIcon-arrayForeground:#616161; + --vscode-symbolIcon-booleanForeground:#616161; + --vscode-symbolIcon-classForeground:#d67e00; + --vscode-symbolIcon-colorForeground:#616161; + --vscode-symbolIcon-constantForeground:#616161; + --vscode-symbolIcon-constructorForeground:#652d90; + --vscode-symbolIcon-enumeratorForeground:#d67e00; + --vscode-symbolIcon-enumeratorMemberForeground:#007acc; + --vscode-symbolIcon-eventForeground:#d67e00; + --vscode-symbolIcon-fieldForeground:#007acc; + --vscode-symbolIcon-fileForeground:#616161; + --vscode-symbolIcon-folderForeground:#616161; + --vscode-symbolIcon-functionForeground:#652d90; + --vscode-symbolIcon-interfaceForeground:#007acc; + --vscode-symbolIcon-keyForeground:#616161; + --vscode-symbolIcon-keywordForeground:#616161; + --vscode-symbolIcon-methodForeground:#652d90; + --vscode-symbolIcon-moduleForeground:#616161; + --vscode-symbolIcon-namespaceForeground:#616161; + --vscode-symbolIcon-nullForeground:#616161; + --vscode-symbolIcon-numberForeground:#616161; + --vscode-symbolIcon-objectForeground:#616161; + --vscode-symbolIcon-operatorForeground:#616161; + --vscode-symbolIcon-packageForeground:#616161; + --vscode-symbolIcon-propertyForeground:#616161; + --vscode-symbolIcon-referenceForeground:#616161; + --vscode-symbolIcon-snippetForeground:#616161; + --vscode-symbolIcon-stringForeground:#616161; + --vscode-symbolIcon-structForeground:#616161; + --vscode-symbolIcon-textForeground:#616161; + --vscode-symbolIcon-typeParameterForeground:#616161; + --vscode-symbolIcon-unitForeground:#616161; + --vscode-symbolIcon-variableForeground:#007acc; + --vscode-editor-foldBackground:rgba(173, 214, 255, 0.3); + --vscode-editorGutter-foldingControlForeground:#424242; + --vscode-editor-onTypeRenameBackground:rgba(255, 0, 0, 0.3); + --vscode-editorSuggestWidget-background:#f3f3f3; + --vscode-editorSuggestWidget-border:#c8c8c8; + --vscode-editorSuggestWidget-foreground:#000000; + --vscode-editorSuggestWidget-selectedBackground:#d6ebff; + --vscode-editorSuggestWidget-highlightForeground:#0066bf; + --vscode-editor-wordHighlightBackground:rgba(87, 87, 87, 0.25); + --vscode-editor-wordHighlightStrongBackground:rgba(14, 99, 156, 0.25); + --vscode-editorOverviewRuler-wordHighlightForeground:rgba(160, 160, 160, 0.8); + --vscode-editorOverviewRuler-wordHighlightStrongForeground:rgba(192, 160, 192, 0.8); + --vscode-peekViewTitle-background:#ffffff; + --vscode-peekViewTitleLabel-foreground:#333333; + --vscode-peekViewTitleDescription-foreground:rgba(97, 97, 97, 0.9); + --vscode-peekView-border:#007acc; + --vscode-peekViewResult-background:#f3f3f3; + --vscode-peekViewResult-lineForeground:#646465; + --vscode-peekViewResult-fileForeground:#1e1e1e; + --vscode-peekViewResult-selectionBackground:rgba(51, 153, 255, 0.2); + --vscode-peekViewResult-selectionForeground:#6c6c6c; + --vscode-peekViewEditor-background:#f2f8fc; + --vscode-peekViewEditorGutter-background:#f2f8fc; + --vscode-peekViewResult-matchHighlightBackground:rgba(234, 92, 0, 0.3); + --vscode-peekViewEditor-matchHighlightBackground:rgba(245, 216, 2, 0.87); + --vscode-editorMarkerNavigationError-background:#e51400; + --vscode-editorMarkerNavigationWarning-background:#e9a700; + --vscode-editorMarkerNavigationInfo-background:#75beff; + --vscode-editorMarkerNavigation-background:#ffffff; + --vscode-tab-activeBackground:#ffffff; + --vscode-tab-unfocusedActiveBackground:#ffffff; + --vscode-tab-inactiveBackground:#ececec; + --vscode-tab-unfocusedInactiveBackground:#ececec; + --vscode-tab-activeForeground:#333333; + --vscode-tab-inactiveForeground:rgba(51, 51, 51, 0.7); + --vscode-tab-unfocusedActiveForeground:rgba(51, 51, 51, 0.7); + --vscode-tab-unfocusedInactiveForeground:rgba(51, 51, 51, 0.35); + --vscode-tab-activeModifiedBorder:#33aaee; + --vscode-tab-inactiveModifiedBorder:rgba(51, 170, 238, 0.5); + --vscode-tab-unfocusedActiveModifiedBorder:rgba(51, 170, 238, 0.7); + --vscode-tab-unfocusedInactiveModifiedBorder:rgba(51, 170, 238, 0.25); + --vscode-tab-border:#f3f3f3; + --vscode-editorPane-background:#ffffff; + --vscode-editorGroupHeader-tabsBackground:#f3f3f3; + --vscode-editorGroupHeader-noTabsBackground:#ffffff; + --vscode-editorGroup-border:#e7e7e7; + --vscode-editorGroup-dropBackground:rgba(38, 119, 203, 0.18); + --vscode-imagePreview-border:rgba(128, 128, 128, 0.35); + --vscode-panel-background:#ffffff; + --vscode-panel-border:rgba(128, 128, 128, 0.35); + --vscode-panelTitle-activeForeground:#424242; + --vscode-panelTitle-inactiveForeground:rgba(66, 66, 66, 0.75); + --vscode-panelTitle-activeBorder:#424242; + --vscode-panelInput-border:#dddddd; + --vscode-panel-dropBorder:#424242; + --vscode-panelSection-dropBackground:rgba(38, 119, 203, 0.18); + --vscode-panelSectionHeader-background:rgba(128, 128, 128, 0.2); + --vscode-panelSection-border:rgba(128, 128, 128, 0.35); + --vscode-statusBar-foreground:#ffffff; + --vscode-statusBar-noFolderForeground:#ffffff; + --vscode-statusBar-background:#007acc; + --vscode-statusBar-noFolderBackground:#68217a; + --vscode-statusBarItem-activeBackground:rgba(255, 255, 255, 0.18); + --vscode-statusBarItem-hoverBackground:rgba(255, 255, 255, 0.12); + --vscode-statusBarItem-prominentForeground:#ffffff; + --vscode-statusBarItem-prominentBackground:rgba(0, 0, 0, 0.5); + --vscode-statusBarItem-prominentHoverBackground:rgba(0, 0, 0, 0.3); + --vscode-activityBar-background:#2c2c2c; + --vscode-activityBar-foreground:#ffffff; + --vscode-activityBar-inactiveForeground:rgba(255, 255, 255, 0.4); + --vscode-activityBar-activeBorder:#ffffff; + --vscode-activityBar-dropBorder:#ffffff; + --vscode-activityBarBadge-background:#007acc; + --vscode-activityBarBadge-foreground:#ffffff; + --vscode-statusBarItem-remoteBackground:#16825d; + --vscode-statusBarItem-remoteForeground:#ffffff; + --vscode-extensionBadge-remoteBackground:#007acc; + --vscode-extensionBadge-remoteForeground:#ffffff; + --vscode-sideBar-background:#f3f3f3; + --vscode-sideBarTitle-foreground:#6f6f6f; + --vscode-sideBar-dropBackground:rgba(38, 119, 203, 0.18); + --vscode-sideBarSectionHeader-background:rgba(0, 0, 0, 0); + --vscode-sideBarSectionHeader-border:rgba(97, 97, 97, 0.19); + --vscode-titleBar-activeForeground:#333333; + --vscode-titleBar-inactiveForeground:rgba(51, 51, 51, 0.6); + --vscode-titleBar-activeBackground:#dddddd; + --vscode-titleBar-inactiveBackground:rgba(221, 221, 221, 0.6); + --vscode-menubar-selectionForeground:#333333; + --vscode-menubar-selectionBackground:rgba(0, 0, 0, 0.1); + --vscode-notifications-foreground:#616161; + --vscode-notifications-background:#f3f3f3; + --vscode-notificationLink-foreground:#006ab1; + --vscode-notificationCenterHeader-background:#e7e7e7; + --vscode-notifications-border:#e7e7e7; + --vscode-notificationsErrorIcon-foreground:#e51400; + --vscode-notificationsWarningIcon-foreground:#e9a700; + --vscode-notificationsInfoIcon-foreground:#75beff; + --vscode-editorGutter-commentRangeForeground:#c5c5c5; + --vscode-editor-stackFrameHighlightBackground:rgba(255, 255, 102, 0.45); + --vscode-editor-focusedStackFrameHighlightBackground:rgba(206, 231, 206, 0.45); + --vscode-terminal-foreground:#333333; + --vscode-terminal-selectionBackground:rgba(0, 0, 0, 0.25); + --vscode-terminal-border:rgba(128, 128, 128, 0.35); + --vscode-statusBar-debuggingBackground:#cc6633; + --vscode-statusBar-debuggingForeground:#ffffff; + --vscode-settings-headerForeground:#444444; + --vscode-settings-modifiedItemIndicator:#66afe0; + --vscode-settings-dropdownBackground:#ffffff; + --vscode-settings-dropdownBorder:#cecece; + --vscode-settings-dropdownListBorder:#c8c8c8; + --vscode-settings-checkboxBackground:#ffffff; + --vscode-settings-checkboxBorder:#cecece; + --vscode-settings-textInputBackground:#ffffff; + --vscode-settings-textInputForeground:#616161; + --vscode-settings-textInputBorder:#cecece; + --vscode-settings-numberInputBackground:#ffffff; + --vscode-settings-numberInputForeground:#616161; + --vscode-settings-numberInputBorder:#cecece; + --vscode-debugExceptionWidget-border:#a31515; + --vscode-debugExceptionWidget-background:#f1dfde; + --vscode-editorGutter-modifiedBackground:#66afe0; + --vscode-editorGutter-addedBackground:#81b88b; + --vscode-editorGutter-deletedBackground:#ca4b51; + --vscode-minimapGutter-modifiedBackground:#66afe0; + --vscode-minimapGutter-addedBackground:#81b88b; + --vscode-minimapGutter-deletedBackground:#ca4b51; + --vscode-editorOverviewRuler-modifiedForeground:rgba(102, 175, 224, 0.6); + --vscode-editorOverviewRuler-addedForeground:rgba(129, 184, 139, 0.6); + --vscode-editorOverviewRuler-deletedForeground:rgba(202, 75, 81, 0.6); + --vscode-searchEditor-textInputBorder:#cecece; + --vscode-debugIcon-breakpointForeground:#e51400; + --vscode-debugIcon-breakpointDisabledForeground:#848484; + --vscode-debugIcon-breakpointUnverifiedForeground:#848484; + --vscode-debugIcon-breakpointCurrentStackframeForeground:#ffcc00; + --vscode-debugIcon-breakpointStackframeForeground:#89d185; + --vscode-debugToolBar-background:#f3f3f3; + --vscode-debugIcon-startForeground:#388a34; + --vscode-debugIcon-pauseForeground:#007acc; + --vscode-debugIcon-stopForeground:#a1260d; + --vscode-debugIcon-disconnectForeground:#a1260d; + --vscode-debugIcon-restartForeground:#388a34; + --vscode-debugIcon-stepOverForeground:#007acc; + --vscode-debugIcon-stepIntoForeground:#007acc; + --vscode-debugIcon-stepOutForeground:#007acc; + --vscode-debugIcon-continueForeground:#007acc; + --vscode-debugIcon-stepBackForeground:#007acc; + --vscode-debugTokenExpression-name:#9b46b0; + --vscode-debugTokenExpression-value:rgba(108, 108, 108, 0.8); + --vscode-debugTokenExpression-string:#a31515; + --vscode-debugTokenExpression-boolean:#0000ff; + --vscode-debugTokenExpression-number:#098658; + --vscode-debugTokenExpression-error:#e51400; + --vscode-debugView-exceptionLabelForeground:#ffffff; + --vscode-debugView-exceptionLabelBackground:#a31515; + --vscode-debugView-stateLabelForeground:#616161; + --vscode-debugView-stateLabelBackground:rgba(136, 136, 136, 0.27); + --vscode-debugView-valueChangedHighlight:#569cd6; + --vscode-debugConsole-infoForeground:#75beff; + --vscode-debugConsole-warningForeground:#e9a700; + --vscode-debugConsole-errorForeground:#a1260d; + --vscode-debugConsole-sourceForeground:#616161; + --vscode-debugConsoleInputIcon-foreground:#616161; + --vscode-extensionButton-prominentBackground:#327e36; + --vscode-extensionButton-prominentForeground:#ffffff; + --vscode-extensionButton-prominentHoverBackground:#28632b; + --vscode-notebook-cellBorderColor:#dae3e9; + --vscode-notebook-focusedEditorBorder:#0090f1; + --vscode-notebookStatusSuccessIcon-foreground:#388a34; + --vscode-notebookStatusErrorIcon-foreground:#a1260d; + --vscode-notebookStatusRunningIcon-foreground:#616161; + --vscode-notebook-outputContainerBackgroundColor:rgba(200, 221, 241, 0.31); + --vscode-notebook-cellToolbarSeparator:rgba(128, 128, 128, 0.35); + --vscode-notebook-focusedCellBackground:rgba(200, 221, 241, 0.31); + --vscode-notebook-cellHoverBackground:rgba(200, 221, 241, 0.22); + --vscode-notebook-focusedCellBorder:rgba(0, 0, 0, 0.12); + --vscode-notebook-cellStatusBarItemHoverBackground:rgba(0, 0, 0, 0.08); + --vscode-notebook-cellInsertionIndicator:#0090f1; + --vscode-notebookScrollbarSlider-background:rgba(100, 100, 100, 0.4); + --vscode-notebookScrollbarSlider-hoverBackground:rgba(100, 100, 100, 0.7); + --vscode-notebookScrollbarSlider-activeBackground:rgba(0, 0, 0, 0.6); + --vscode-notebook-symbolHighlightBackground:rgba(253, 255, 0, 0.2); + --vscode-scm-providerBorder:#c8c8c8; + --vscode-terminal-ansiBlack:#000000; + --vscode-terminal-ansiRed:#cd3131; + --vscode-terminal-ansiGreen:#00bc00; + --vscode-terminal-ansiYellow:#949800; + --vscode-terminal-ansiBlue:#0451a5; + --vscode-terminal-ansiMagenta:#bc05bc; + --vscode-terminal-ansiCyan:#0598bc; + --vscode-terminal-ansiWhite:#555555; + --vscode-terminal-ansiBrightBlack:#666666; + --vscode-terminal-ansiBrightRed:#cd3131; + --vscode-terminal-ansiBrightGreen:#14ce14; + --vscode-terminal-ansiBrightYellow:#b5ba00; + --vscode-terminal-ansiBrightBlue:#0451a5; + --vscode-terminal-ansiBrightMagenta:#bc05bc; + --vscode-terminal-ansiBrightCyan:#0598bc; + --vscode-terminal-ansiBrightWhite:#a5a5a5; + --vscode-gitDecoration-addedResourceForeground:#587c0c; + --vscode-gitDecoration-modifiedResourceForeground:#895503; + --vscode-gitDecoration-deletedResourceForeground:#ad0707; + --vscode-gitDecoration-untrackedResourceForeground:#007100; + --vscode-gitDecoration-ignoredResourceForeground:#8e8e90; + --vscode-gitDecoration-conflictingResourceForeground:#6c6cc4; + --vscode-gitDecoration-submoduleResourceForeground:#1258a7; + --vscode-gitlens-gutterBackgroundColor:rgba(0, 0, 0, 0.05); + --vscode-gitlens-gutterForegroundColor:#747474; + --vscode-gitlens-gutterUncommittedForegroundColor:rgba(0, 188, 242, 0.6); + --vscode-gitlens-trailingLineBackgroundColor:rgba(0, 0, 0, 0); + --vscode-gitlens-trailingLineForegroundColor:rgba(153, 153, 153, 0.35); + --vscode-gitlens-lineHighlightBackgroundColor:rgba(0, 188, 242, 0.2); + --vscode-gitlens-lineHighlightOverviewRulerColor:rgba(0, 188, 242, 0.6); + --vscode-issues-newIssueDecoration:rgba(0, 0, 0, 0.28); +} + +body +{ + background-color: var(--vscode-editor-background); + color: var(--vscode-editor-foreground); + font-family: var(--vscode-font-family); + font-weight: var(--vscode-font-weight); + font-size: var(--vscode-font-size); + margin: 0; + padding: 0 20px; +} + +img +{ + max-width: 100%; + max-height: 100%; +} + +a +{ + color: var(--vscode-textLink-foreground); +} + +a:hover +{ + color: var(--vscode-textLink-activeForeground); +} + +a:focus, +input:focus, +select:focus, +textarea:focus +{ + outline: 1px solid -webkit-focus-ring-color; + outline-offset: -1px; +} + +code +{ + color: var(--vscode-textPreformat-foreground); +} + +blockquote +{ + background: var(--vscode-textBlockQuote-background); + border-color: var(--vscode-textBlockQuote-border); +} + +kbd +{ + color: var(--vscode-editor-foreground); + border-radius: 3px; + vertical-align: middle; + padding: 1px 3px; + + background-color: hsla(0,0%,50%,.17); + border: 1px solid rgba(71,71,71,.4); + border-bottom-color: rgba(88,88,88,.4); + box-shadow: inset 0 -1px 0 rgba(88,88,88,.4); +} + +.vscode-light kbd +{ + background-color: hsla(0,0%,87%,.5); + border: 1px solid hsla(0,0%,80%,.7); + border-bottom-color: hsla(0,0%,73%,.7); + box-shadow: inset 0 -1px 0 hsla(0,0%,73%,.7); +} + +::-webkit-scrollbar +{ + width: 10px; + height: 10px; +} + +::-webkit-scrollbar-corner +{ + background-color: var(--vscode-editor-background); +} + +::-webkit-scrollbar-thumb +{ + background-color: var(--vscode-scrollbarSlider-background); +} +::-webkit-scrollbar-thumb:hover +{ + background-color: var(--vscode-scrollbarSlider-hoverBackground); +} +::-webkit-scrollbar-thumb:active +{ + background-color: var(--vscode-scrollbarSlider-activeBackground); +} + +.emoji +{ + height: 20px; +} + +pre +{ + white-space: pre-wrap; +} + +.page-break +{ + display: block; + page-break-after: always; +} + +.no-page-break +{ + page-break-inside: avoid; +} +</style> +<style>/*--------------------------------------------------------------------------------------------- + * Copyright (c) Microsoft Corporation. All rights reserved. + * Licensed under the MIT License. See License.txt in the project root for license information. + *--------------------------------------------------------------------------------------------*/ + +.vscode-dark img[src$=\#gh-light-mode-only], +.vscode-light img[src$=\#gh-dark-mode-only], +.vscode-high-contrast:not(.vscode-high-contrast-light) img[src$=\#gh-light-mode-only], +.vscode-high-contrast-light img[src$=\#gh-dark-mode-only] { + display: none; +} +</style> +<style>/*--------------------------------------------------------------------------------------------- + * Copyright (c) Microsoft Corporation. All rights reserved. + * Licensed under the MIT License. See License.txt in the project root for license information. + *--------------------------------------------------------------------------------------------*/ + +html, body { + font-family: var(--markdown-font-family, -apple-system, BlinkMacSystemFont, "Segoe WPC", "Segoe UI", system-ui, "Ubuntu", "Droid Sans", sans-serif); + font-size: var(--markdown-font-size, 14px); + padding: 0 26px; + line-height: var(--markdown-line-height, 22px); + word-wrap: break-word; +} + +body { + padding-top: 1em; +} + +/* Reset margin top for elements */ +h1, h2, h3, h4, h5, h6, +p, ol, ul, pre { + margin-top: 0; +} + +h1, h2, h3, h4, h5, h6 { + font-weight: 600; + margin-top: 24px; + margin-bottom: 16px; + line-height: 1.25; +} + +#code-csp-warning { + position: fixed; + top: 0; + right: 0; + color: white; + margin: 16px; + text-align: center; + font-size: 12px; + font-family: sans-serif; + background-color:#444444; + cursor: pointer; + padding: 6px; + box-shadow: 1px 1px 1px rgba(0,0,0,.25); +} + +#code-csp-warning:hover { + text-decoration: none; + background-color:#007acc; + box-shadow: 2px 2px 2px rgba(0,0,0,.25); +} + +body.scrollBeyondLastLine { + margin-bottom: calc(100vh - 22px); +} + +body.showEditorSelection .code-line { + position: relative; +} + +body.showEditorSelection :not(tr,ul,ol).code-active-line:before, +body.showEditorSelection :not(tr,ul,ol).code-line:hover:before { + content: ""; + display: block; + position: absolute; + top: 0; + left: -12px; + height: 100%; +} + +.vscode-high-contrast.showEditorSelection :not(tr,ul,ol).code-line .code-line:hover:before { + border-left: none; +} + +body.showEditorSelection li.code-active-line:before, +body.showEditorSelection li.code-line:hover:before { + left: -30px; +} + +.vscode-light.showEditorSelection .code-active-line:before { + border-left: 3px solid rgba(0, 0, 0, 0.15); +} + +.vscode-light.showEditorSelection .code-line:hover:before { + border-left: 3px solid rgba(0, 0, 0, 0.40); +} + +.vscode-dark.showEditorSelection .code-active-line:before { + border-left: 3px solid rgba(255, 255, 255, 0.4); +} + +.vscode-dark.showEditorSelection .code-line:hover:before { + border-left: 3px solid rgba(255, 255, 255, 0.60); +} + +.vscode-high-contrast.showEditorSelection .code-active-line:before { + border-left: 3px solid rgba(255, 160, 0, 0.7); +} + +.vscode-high-contrast.showEditorSelection .code-line:hover:before { + border-left: 3px solid rgba(255, 160, 0, 1); +} + +/* Prevent `sub` and `sup` elements from affecting line height */ +sub, +sup { + line-height: 0; +} + +ul ul:first-child, +ul ol:first-child, +ol ul:first-child, +ol ol:first-child { + margin-bottom: 0; +} + +img, video { + max-width: 100%; + max-height: 100%; +} + +a { + text-decoration: none; +} + +a:hover { + text-decoration: underline; +} + +a:focus, +input:focus, +select:focus, +textarea:focus { + outline: 1px solid -webkit-focus-ring-color; + outline-offset: -1px; +} + +p { + margin-bottom: 16px; +} + +li p { + margin-bottom: 0.7em; +} + +ul, +ol { + margin-bottom: 0.7em; +} + +hr { + border: 0; + height: 1px; + border-bottom: 1px solid; +} + +h1 { + font-size: 2em; + margin-top: 0; + padding-bottom: 0.3em; + border-bottom-width: 1px; + border-bottom-style: solid; +} + +h2 { + font-size: 1.5em; + padding-bottom: 0.3em; + border-bottom-width: 1px; + border-bottom-style: solid; +} + +h3 { + font-size: 1.25em; +} + +h4 { + font-size: 1em; +} + +h5 { + font-size: 0.875em; +} + +h6 { + font-size: 0.85em; +} + +table { + border-collapse: collapse; + margin-bottom: 0.7em; +} + +th { + text-align: left; + border-bottom: 1px solid; +} + +th, +td { + padding: 5px 10px; +} + +table > tbody > tr + tr > td { + border-top: 1px solid; +} + +blockquote { + margin: 0; + padding: 0px 16px 0 10px; + border-left-width: 5px; + border-left-style: solid; + border-radius: 2px; +} + +code { + font-family: var(--vscode-editor-font-family, "SF Mono", Monaco, Menlo, Consolas, "Ubuntu Mono", "Liberation Mono", "DejaVu Sans Mono", "Courier New", monospace); + font-size: 1em; + line-height: 1.357em; +} + +body.wordWrap pre { + white-space: pre-wrap; +} + +pre:not(.hljs), +pre.hljs code > div { + padding: 16px; + border-radius: 3px; + overflow: auto; +} + +pre code { + display: inline-block; + color: var(--vscode-editor-foreground); + tab-size: 4; + background: none; +} + +/** Theming */ + +pre { + background-color: var(--vscode-textCodeBlock-background); + border: 1px solid var(--vscode-widget-border); +} + +.vscode-high-contrast h1 { + border-color: rgb(0, 0, 0); +} + +.vscode-light th { + border-color: rgba(0, 0, 0, 0.69); +} + +.vscode-dark th { + border-color: rgba(255, 255, 255, 0.69); +} + +.vscode-light h1, +.vscode-light h2, +.vscode-light hr, +.vscode-light td { + border-color: rgba(0, 0, 0, 0.18); +} + +.vscode-dark h1, +.vscode-dark h2, +.vscode-dark hr, +.vscode-dark td { + border-color: rgba(255, 255, 255, 0.18); +} +</style> +<style>/* +https://raw.githubusercontent.com/isagalaev/highlight.js/master/src/styles/vs2015.css +*/ +/* + * Visual Studio 2015 dark style + * Author: Nicolas LLOBERA <nllobera@gmail.com> + */ + + +.hljs-keyword, +.hljs-literal, +.hljs-symbol, +.hljs-name { + color: #569CD6; +} +.hljs-link { + color: #569CD6; + text-decoration: underline; +} + +.hljs-built_in, +.hljs-type { + color: #4EC9B0; +} + +.hljs-number, +.hljs-class { + color: #B8D7A3; +} + +.hljs-string, +.hljs-meta-string { + color: #D69D85; +} + +.hljs-regexp, +.hljs-template-tag { + color: #9A5334; +} + +.hljs-subst, +.hljs-function, +.hljs-title, +.hljs-params, +.hljs-formula { + color: #DCDCDC; +} + +.hljs-comment, +.hljs-quote { + color: #57A64A; + font-style: italic; +} + +.hljs-doctag { + color: #608B4E; +} + +.hljs-meta, +.hljs-meta-keyword, +.hljs-tag { + color: #9B9B9B; +} + +.hljs-variable, +.hljs-template-variable { + color: #BD63C5; +} + +.hljs-attr, +.hljs-attribute, +.hljs-builtin-name { + color: #9CDCFE; +} + +.hljs-section { + color: gold; +} + +.hljs-emphasis { + font-style: italic; +} + +.hljs-strong { + font-weight: bold; +} + +/*.hljs-code { + font-family:'Monospace'; +}*/ + +.hljs-bullet, +.hljs-selector-tag, +.hljs-selector-id, +.hljs-selector-class, +.hljs-selector-attr, +.hljs-selector-pseudo { + color: #D7BA7D; +} + +.hljs-addition { + background-color: var(--vscode-diffEditor-insertedTextBackground, rgba(155, 185, 85, 0.2)); + color: rgb(155, 185, 85); + display: inline-block; + width: 100%; +} + +.hljs-deletion { + background: var(--vscode-diffEditor-removedTextBackground, rgba(255, 0, 0, 0.2)); + color: rgb(255, 0, 0); + display: inline-block; + width: 100%; +} + + +/* +From https://raw.githubusercontent.com/isagalaev/highlight.js/master/src/styles/vs.css +*/ +/* + +Visual Studio-like style based on original C# coloring by Jason Diamond <jason@diamond.name> + +*/ + +.vscode-light .hljs-function, +.vscode-light .hljs-params, +.vscode-light .hljs-number, +.vscode-light .hljs-class { + color: inherit; +} + +.vscode-light .hljs-comment, +.vscode-light .hljs-quote, +.vscode-light .hljs-number, +.vscode-light .hljs-class, +.vscode-light .hljs-variable { + color: #008000; +} + +.vscode-light .hljs-keyword, +.vscode-light .hljs-selector-tag, +.vscode-light .hljs-name, +.vscode-light .hljs-tag { + color: #00f; +} + +.vscode-light .hljs-built_in, +.vscode-light .hljs-builtin-name { + color: #007acc; +} + +.vscode-light .hljs-string, +.vscode-light .hljs-section, +.vscode-light .hljs-attribute, +.vscode-light .hljs-literal, +.vscode-light .hljs-template-tag, +.vscode-light .hljs-template-variable, +.vscode-light .hljs-type { + color: #a31515; +} + +.vscode-light .hljs-subst, +.vscode-light .hljs-selector-attr, +.vscode-light .hljs-selector-pseudo, +.vscode-light .hljs-meta, +.vscode-light .hljs-meta-keyword { + color: #2b91af; +} +.vscode-light .hljs-title, +.vscode-light .hljs-doctag { + color: #808080; +} + +.vscode-light .hljs-attr { + color: #f00; +} + +.vscode-light .hljs-symbol, +.vscode-light .hljs-bullet, +.vscode-light .hljs-link { + color: #00b0e8; +} + + +.vscode-light .hljs-emphasis { + font-style: italic; +} + +.vscode-light .hljs-strong { + font-weight: bold; +} +</style> +<style>@font-face{font-family:KaTeX_AMS;font-style:normal;font-weight:400;src:url(fonts/KaTeX_AMS-Regular.woff2) format("woff2"),url(fonts/KaTeX_AMS-Regular.woff) format("woff"),url(fonts/KaTeX_AMS-Regular.ttf) format("truetype")}@font-face{font-family:KaTeX_Caligraphic;font-style:normal;font-weight:700;src:url(fonts/KaTeX_Caligraphic-Bold.woff2) format("woff2"),url(fonts/KaTeX_Caligraphic-Bold.woff) format("woff"),url(fonts/KaTeX_Caligraphic-Bold.ttf) format("truetype")}@font-face{font-family:KaTeX_Caligraphic;font-style:normal;font-weight:400;src:url(fonts/KaTeX_Caligraphic-Regular.woff2) format("woff2"),url(fonts/KaTeX_Caligraphic-Regular.woff) format("woff"),url(fonts/KaTeX_Caligraphic-Regular.ttf) format("truetype")}@font-face{font-family:KaTeX_Fraktur;font-style:normal;font-weight:700;src:url(fonts/KaTeX_Fraktur-Bold.woff2) format("woff2"),url(fonts/KaTeX_Fraktur-Bold.woff) format("woff"),url(fonts/KaTeX_Fraktur-Bold.ttf) format("truetype")}@font-face{font-family:KaTeX_Fraktur;font-style:normal;font-weight:400;src:url(fonts/KaTeX_Fraktur-Regular.woff2) format("woff2"),url(fonts/KaTeX_Fraktur-Regular.woff) format("woff"),url(fonts/KaTeX_Fraktur-Regular.ttf) format("truetype")}@font-face{font-family:KaTeX_Main;font-style:normal;font-weight:700;src:url(fonts/KaTeX_Main-Bold.woff2) format("woff2"),url(fonts/KaTeX_Main-Bold.woff) format("woff"),url(fonts/KaTeX_Main-Bold.ttf) format("truetype")}@font-face{font-family:KaTeX_Main;font-style:italic;font-weight:700;src:url(fonts/KaTeX_Main-BoldItalic.woff2) format("woff2"),url(fonts/KaTeX_Main-BoldItalic.woff) format("woff"),url(fonts/KaTeX_Main-BoldItalic.ttf) format("truetype")}@font-face{font-family:KaTeX_Main;font-style:italic;font-weight:400;src:url(fonts/KaTeX_Main-Italic.woff2) format("woff2"),url(fonts/KaTeX_Main-Italic.woff) format("woff"),url(fonts/KaTeX_Main-Italic.ttf) format("truetype")}@font-face{font-family:KaTeX_Main;font-style:normal;font-weight:400;src:url(fonts/KaTeX_Main-Regular.woff2) format("woff2"),url(fonts/KaTeX_Main-Regular.woff) format("woff"),url(fonts/KaTeX_Main-Regular.ttf) format("truetype")}@font-face{font-family:KaTeX_Math;font-style:italic;font-weight:700;src:url(fonts/KaTeX_Math-BoldItalic.woff2) format("woff2"),url(fonts/KaTeX_Math-BoldItalic.woff) format("woff"),url(fonts/KaTeX_Math-BoldItalic.ttf) format("truetype")}@font-face{font-family:KaTeX_Math;font-style:italic;font-weight:400;src:url(fonts/KaTeX_Math-Italic.woff2) format("woff2"),url(fonts/KaTeX_Math-Italic.woff) format("woff"),url(fonts/KaTeX_Math-Italic.ttf) format("truetype")}@font-face{font-family:"KaTeX_SansSerif";font-style:normal;font-weight:700;src:url(fonts/KaTeX_SansSerif-Bold.woff2) format("woff2"),url(fonts/KaTeX_SansSerif-Bold.woff) format("woff"),url(fonts/KaTeX_SansSerif-Bold.ttf) format("truetype")}@font-face{font-family:"KaTeX_SansSerif";font-style:italic;font-weight:400;src:url(fonts/KaTeX_SansSerif-Italic.woff2) format("woff2"),url(fonts/KaTeX_SansSerif-Italic.woff) format("woff"),url(fonts/KaTeX_SansSerif-Italic.ttf) format("truetype")}@font-face{font-family:"KaTeX_SansSerif";font-style:normal;font-weight:400;src:url(fonts/KaTeX_SansSerif-Regular.woff2) format("woff2"),url(fonts/KaTeX_SansSerif-Regular.woff) format("woff"),url(fonts/KaTeX_SansSerif-Regular.ttf) format("truetype")}@font-face{font-family:KaTeX_Script;font-style:normal;font-weight:400;src:url(fonts/KaTeX_Script-Regular.woff2) format("woff2"),url(fonts/KaTeX_Script-Regular.woff) format("woff"),url(fonts/KaTeX_Script-Regular.ttf) format("truetype")}@font-face{font-family:KaTeX_Size1;font-style:normal;font-weight:400;src:url(fonts/KaTeX_Size1-Regular.woff2) format("woff2"),url(fonts/KaTeX_Size1-Regular.woff) format("woff"),url(fonts/KaTeX_Size1-Regular.ttf) format("truetype")}@font-face{font-family:KaTeX_Size2;font-style:normal;font-weight:400;src:url(fonts/KaTeX_Size2-Regular.woff2) format("woff2"),url(fonts/KaTeX_Size2-Regular.woff) format("woff"),url(fonts/KaTeX_Size2-Regular.ttf) format("truetype")}@font-face{font-family:KaTeX_Size3;font-style:normal;font-weight:400;src:url(fonts/KaTeX_Size3-Regular.woff2) format("woff2"),url(fonts/KaTeX_Size3-Regular.woff) format("woff"),url(fonts/KaTeX_Size3-Regular.ttf) format("truetype")}@font-face{font-family:KaTeX_Size4;font-style:normal;font-weight:400;src:url(fonts/KaTeX_Size4-Regular.woff2) format("woff2"),url(fonts/KaTeX_Size4-Regular.woff) format("woff"),url(fonts/KaTeX_Size4-Regular.ttf) format("truetype")}@font-face{font-family:KaTeX_Typewriter;font-style:normal;font-weight:400;src:url(fonts/KaTeX_Typewriter-Regular.woff2) format("woff2"),url(fonts/KaTeX_Typewriter-Regular.woff) format("woff"),url(fonts/KaTeX_Typewriter-Regular.ttf) format("truetype")}.katex{font:normal 1.21em KaTeX_Main,Times New Roman,serif;line-height:1.2;text-indent:0;text-rendering:auto}.katex *{-ms-high-contrast-adjust:none!important;border-color:currentColor}.katex .katex-version:after{content:"0.16.10"}.katex .katex-mathml{clip:rect(1px,1px,1px,1px);border:0;height:1px;overflow:hidden;padding:0;position:absolute;width:1px}.katex .katex-html>.newline{display:block}.katex .base{position:relative;white-space:nowrap;width:-webkit-min-content;width:-moz-min-content;width:min-content}.katex .base,.katex .strut{display:inline-block}.katex .textbf{font-weight:700}.katex .textit{font-style:italic}.katex .textrm{font-family:KaTeX_Main}.katex .textsf{font-family:KaTeX_SansSerif}.katex .texttt{font-family:KaTeX_Typewriter}.katex .mathnormal{font-family:KaTeX_Math;font-style:italic}.katex .mathit{font-family:KaTeX_Main;font-style:italic}.katex .mathrm{font-style:normal}.katex .mathbf{font-family:KaTeX_Main;font-weight:700}.katex .boldsymbol{font-family:KaTeX_Math;font-style:italic;font-weight:700}.katex .amsrm,.katex .mathbb,.katex .textbb{font-family:KaTeX_AMS}.katex .mathcal{font-family:KaTeX_Caligraphic}.katex .mathfrak,.katex .textfrak{font-family:KaTeX_Fraktur}.katex .mathboldfrak,.katex .textboldfrak{font-family:KaTeX_Fraktur;font-weight:700}.katex .mathtt{font-family:KaTeX_Typewriter}.katex .mathscr,.katex .textscr{font-family:KaTeX_Script}.katex .mathsf,.katex .textsf{font-family:KaTeX_SansSerif}.katex .mathboldsf,.katex .textboldsf{font-family:KaTeX_SansSerif;font-weight:700}.katex .mathitsf,.katex .textitsf{font-family:KaTeX_SansSerif;font-style:italic}.katex .mainrm{font-family:KaTeX_Main;font-style:normal}.katex .vlist-t{border-collapse:collapse;display:inline-table;table-layout:fixed}.katex .vlist-r{display:table-row}.katex .vlist{display:table-cell;position:relative;vertical-align:bottom}.katex .vlist>span{display:block;height:0;position:relative}.katex .vlist>span>span{display:inline-block}.katex .vlist>span>.pstrut{overflow:hidden;width:0}.katex .vlist-t2{margin-right:-2px}.katex .vlist-s{display:table-cell;font-size:1px;min-width:2px;vertical-align:bottom;width:2px}.katex .vbox{align-items:baseline;display:inline-flex;flex-direction:column}.katex .hbox{width:100%}.katex .hbox,.katex .thinbox{display:inline-flex;flex-direction:row}.katex .thinbox{max-width:0;width:0}.katex .msupsub{text-align:left}.katex .mfrac>span>span{text-align:center}.katex .mfrac .frac-line{border-bottom-style:solid;display:inline-block;width:100%}.katex .hdashline,.katex .hline,.katex .mfrac .frac-line,.katex .overline .overline-line,.katex .rule,.katex .underline .underline-line{min-height:1px}.katex .mspace{display:inline-block}.katex .clap,.katex .llap,.katex .rlap{position:relative;width:0}.katex .clap>.inner,.katex .llap>.inner,.katex .rlap>.inner{position:absolute}.katex .clap>.fix,.katex .llap>.fix,.katex .rlap>.fix{display:inline-block}.katex .llap>.inner{right:0}.katex .clap>.inner,.katex .rlap>.inner{left:0}.katex .clap>.inner>span{margin-left:-50%;margin-right:50%}.katex .rule{border:0 solid;display:inline-block;position:relative}.katex .hline,.katex .overline .overline-line,.katex .underline .underline-line{border-bottom-style:solid;display:inline-block;width:100%}.katex .hdashline{border-bottom-style:dashed;display:inline-block;width:100%}.katex .sqrt>.root{margin-left:.27777778em;margin-right:-.55555556em}.katex .fontsize-ensurer.reset-size1.size1,.katex .sizing.reset-size1.size1{font-size:1em}.katex .fontsize-ensurer.reset-size1.size2,.katex .sizing.reset-size1.size2{font-size:1.2em}.katex .fontsize-ensurer.reset-size1.size3,.katex .sizing.reset-size1.size3{font-size:1.4em}.katex .fontsize-ensurer.reset-size1.size4,.katex .sizing.reset-size1.size4{font-size:1.6em}.katex .fontsize-ensurer.reset-size1.size5,.katex .sizing.reset-size1.size5{font-size:1.8em}.katex .fontsize-ensurer.reset-size1.size6,.katex .sizing.reset-size1.size6{font-size:2em}.katex .fontsize-ensurer.reset-size1.size7,.katex .sizing.reset-size1.size7{font-size:2.4em}.katex .fontsize-ensurer.reset-size1.size8,.katex .sizing.reset-size1.size8{font-size:2.88em}.katex .fontsize-ensurer.reset-size1.size9,.katex .sizing.reset-size1.size9{font-size:3.456em}.katex .fontsize-ensurer.reset-size1.size10,.katex .sizing.reset-size1.size10{font-size:4.148em}.katex .fontsize-ensurer.reset-size1.size11,.katex .sizing.reset-size1.size11{font-size:4.976em}.katex .fontsize-ensurer.reset-size2.size1,.katex .sizing.reset-size2.size1{font-size:.83333333em}.katex .fontsize-ensurer.reset-size2.size2,.katex .sizing.reset-size2.size2{font-size:1em}.katex .fontsize-ensurer.reset-size2.size3,.katex .sizing.reset-size2.size3{font-size:1.16666667em}.katex .fontsize-ensurer.reset-size2.size4,.katex .sizing.reset-size2.size4{font-size:1.33333333em}.katex .fontsize-ensurer.reset-size2.size5,.katex .sizing.reset-size2.size5{font-size:1.5em}.katex .fontsize-ensurer.reset-size2.size6,.katex .sizing.reset-size2.size6{font-size:1.66666667em}.katex .fontsize-ensurer.reset-size2.size7,.katex .sizing.reset-size2.size7{font-size:2em}.katex .fontsize-ensurer.reset-size2.size8,.katex .sizing.reset-size2.size8{font-size:2.4em}.katex .fontsize-ensurer.reset-size2.size9,.katex .sizing.reset-size2.size9{font-size:2.88em}.katex .fontsize-ensurer.reset-size2.size10,.katex .sizing.reset-size2.size10{font-size:3.45666667em}.katex .fontsize-ensurer.reset-size2.size11,.katex .sizing.reset-size2.size11{font-size:4.14666667em}.katex .fontsize-ensurer.reset-size3.size1,.katex .sizing.reset-size3.size1{font-size:.71428571em}.katex .fontsize-ensurer.reset-size3.size2,.katex .sizing.reset-size3.size2{font-size:.85714286em}.katex .fontsize-ensurer.reset-size3.size3,.katex .sizing.reset-size3.size3{font-size:1em}.katex .fontsize-ensurer.reset-size3.size4,.katex .sizing.reset-size3.size4{font-size:1.14285714em}.katex .fontsize-ensurer.reset-size3.size5,.katex .sizing.reset-size3.size5{font-size:1.28571429em}.katex .fontsize-ensurer.reset-size3.size6,.katex .sizing.reset-size3.size6{font-size:1.42857143em}.katex .fontsize-ensurer.reset-size3.size7,.katex .sizing.reset-size3.size7{font-size:1.71428571em}.katex .fontsize-ensurer.reset-size3.size8,.katex .sizing.reset-size3.size8{font-size:2.05714286em}.katex .fontsize-ensurer.reset-size3.size9,.katex .sizing.reset-size3.size9{font-size:2.46857143em}.katex .fontsize-ensurer.reset-size3.size10,.katex .sizing.reset-size3.size10{font-size:2.96285714em}.katex .fontsize-ensurer.reset-size3.size11,.katex .sizing.reset-size3.size11{font-size:3.55428571em}.katex .fontsize-ensurer.reset-size4.size1,.katex .sizing.reset-size4.size1{font-size:.625em}.katex .fontsize-ensurer.reset-size4.size2,.katex .sizing.reset-size4.size2{font-size:.75em}.katex .fontsize-ensurer.reset-size4.size3,.katex .sizing.reset-size4.size3{font-size:.875em}.katex .fontsize-ensurer.reset-size4.size4,.katex .sizing.reset-size4.size4{font-size:1em}.katex .fontsize-ensurer.reset-size4.size5,.katex .sizing.reset-size4.size5{font-size:1.125em}.katex .fontsize-ensurer.reset-size4.size6,.katex .sizing.reset-size4.size6{font-size:1.25em}.katex .fontsize-ensurer.reset-size4.size7,.katex .sizing.reset-size4.size7{font-size:1.5em}.katex .fontsize-ensurer.reset-size4.size8,.katex .sizing.reset-size4.size8{font-size:1.8em}.katex .fontsize-ensurer.reset-size4.size9,.katex .sizing.reset-size4.size9{font-size:2.16em}.katex .fontsize-ensurer.reset-size4.size10,.katex .sizing.reset-size4.size10{font-size:2.5925em}.katex .fontsize-ensurer.reset-size4.size11,.katex .sizing.reset-size4.size11{font-size:3.11em}.katex .fontsize-ensurer.reset-size5.size1,.katex .sizing.reset-size5.size1{font-size:.55555556em}.katex .fontsize-ensurer.reset-size5.size2,.katex .sizing.reset-size5.size2{font-size:.66666667em}.katex .fontsize-ensurer.reset-size5.size3,.katex .sizing.reset-size5.size3{font-size:.77777778em}.katex .fontsize-ensurer.reset-size5.size4,.katex .sizing.reset-size5.size4{font-size:.88888889em}.katex .fontsize-ensurer.reset-size5.size5,.katex .sizing.reset-size5.size5{font-size:1em}.katex .fontsize-ensurer.reset-size5.size6,.katex .sizing.reset-size5.size6{font-size:1.11111111em}.katex .fontsize-ensurer.reset-size5.size7,.katex .sizing.reset-size5.size7{font-size:1.33333333em}.katex .fontsize-ensurer.reset-size5.size8,.katex .sizing.reset-size5.size8{font-size:1.6em}.katex .fontsize-ensurer.reset-size5.size9,.katex .sizing.reset-size5.size9{font-size:1.92em}.katex .fontsize-ensurer.reset-size5.size10,.katex .sizing.reset-size5.size10{font-size:2.30444444em}.katex .fontsize-ensurer.reset-size5.size11,.katex .sizing.reset-size5.size11{font-size:2.76444444em}.katex .fontsize-ensurer.reset-size6.size1,.katex .sizing.reset-size6.size1{font-size:.5em}.katex .fontsize-ensurer.reset-size6.size2,.katex .sizing.reset-size6.size2{font-size:.6em}.katex .fontsize-ensurer.reset-size6.size3,.katex .sizing.reset-size6.size3{font-size:.7em}.katex .fontsize-ensurer.reset-size6.size4,.katex .sizing.reset-size6.size4{font-size:.8em}.katex .fontsize-ensurer.reset-size6.size5,.katex .sizing.reset-size6.size5{font-size:.9em}.katex .fontsize-ensurer.reset-size6.size6,.katex .sizing.reset-size6.size6{font-size:1em}.katex .fontsize-ensurer.reset-size6.size7,.katex .sizing.reset-size6.size7{font-size:1.2em}.katex .fontsize-ensurer.reset-size6.size8,.katex .sizing.reset-size6.size8{font-size:1.44em}.katex .fontsize-ensurer.reset-size6.size9,.katex .sizing.reset-size6.size9{font-size:1.728em}.katex .fontsize-ensurer.reset-size6.size10,.katex .sizing.reset-size6.size10{font-size:2.074em}.katex .fontsize-ensurer.reset-size6.size11,.katex .sizing.reset-size6.size11{font-size:2.488em}.katex .fontsize-ensurer.reset-size7.size1,.katex .sizing.reset-size7.size1{font-size:.41666667em}.katex .fontsize-ensurer.reset-size7.size2,.katex .sizing.reset-size7.size2{font-size:.5em}.katex .fontsize-ensurer.reset-size7.size3,.katex .sizing.reset-size7.size3{font-size:.58333333em}.katex .fontsize-ensurer.reset-size7.size4,.katex .sizing.reset-size7.size4{font-size:.66666667em}.katex .fontsize-ensurer.reset-size7.size5,.katex .sizing.reset-size7.size5{font-size:.75em}.katex .fontsize-ensurer.reset-size7.size6,.katex .sizing.reset-size7.size6{font-size:.83333333em}.katex .fontsize-ensurer.reset-size7.size7,.katex .sizing.reset-size7.size7{font-size:1em}.katex .fontsize-ensurer.reset-size7.size8,.katex .sizing.reset-size7.size8{font-size:1.2em}.katex .fontsize-ensurer.reset-size7.size9,.katex .sizing.reset-size7.size9{font-size:1.44em}.katex .fontsize-ensurer.reset-size7.size10,.katex .sizing.reset-size7.size10{font-size:1.72833333em}.katex .fontsize-ensurer.reset-size7.size11,.katex .sizing.reset-size7.size11{font-size:2.07333333em}.katex .fontsize-ensurer.reset-size8.size1,.katex .sizing.reset-size8.size1{font-size:.34722222em}.katex .fontsize-ensurer.reset-size8.size2,.katex .sizing.reset-size8.size2{font-size:.41666667em}.katex .fontsize-ensurer.reset-size8.size3,.katex .sizing.reset-size8.size3{font-size:.48611111em}.katex .fontsize-ensurer.reset-size8.size4,.katex .sizing.reset-size8.size4{font-size:.55555556em}.katex .fontsize-ensurer.reset-size8.size5,.katex .sizing.reset-size8.size5{font-size:.625em}.katex .fontsize-ensurer.reset-size8.size6,.katex .sizing.reset-size8.size6{font-size:.69444444em}.katex .fontsize-ensurer.reset-size8.size7,.katex .sizing.reset-size8.size7{font-size:.83333333em}.katex .fontsize-ensurer.reset-size8.size8,.katex .sizing.reset-size8.size8{font-size:1em}.katex .fontsize-ensurer.reset-size8.size9,.katex .sizing.reset-size8.size9{font-size:1.2em}.katex .fontsize-ensurer.reset-size8.size10,.katex .sizing.reset-size8.size10{font-size:1.44027778em}.katex .fontsize-ensurer.reset-size8.size11,.katex .sizing.reset-size8.size11{font-size:1.72777778em}.katex .fontsize-ensurer.reset-size9.size1,.katex .sizing.reset-size9.size1{font-size:.28935185em}.katex .fontsize-ensurer.reset-size9.size2,.katex .sizing.reset-size9.size2{font-size:.34722222em}.katex .fontsize-ensurer.reset-size9.size3,.katex .sizing.reset-size9.size3{font-size:.40509259em}.katex .fontsize-ensurer.reset-size9.size4,.katex .sizing.reset-size9.size4{font-size:.46296296em}.katex .fontsize-ensurer.reset-size9.size5,.katex .sizing.reset-size9.size5{font-size:.52083333em}.katex .fontsize-ensurer.reset-size9.size6,.katex .sizing.reset-size9.size6{font-size:.5787037em}.katex .fontsize-ensurer.reset-size9.size7,.katex .sizing.reset-size9.size7{font-size:.69444444em}.katex .fontsize-ensurer.reset-size9.size8,.katex .sizing.reset-size9.size8{font-size:.83333333em}.katex .fontsize-ensurer.reset-size9.size9,.katex .sizing.reset-size9.size9{font-size:1em}.katex .fontsize-ensurer.reset-size9.size10,.katex .sizing.reset-size9.size10{font-size:1.20023148em}.katex .fontsize-ensurer.reset-size9.size11,.katex .sizing.reset-size9.size11{font-size:1.43981481em}.katex .fontsize-ensurer.reset-size10.size1,.katex .sizing.reset-size10.size1{font-size:.24108004em}.katex .fontsize-ensurer.reset-size10.size2,.katex .sizing.reset-size10.size2{font-size:.28929605em}.katex .fontsize-ensurer.reset-size10.size3,.katex .sizing.reset-size10.size3{font-size:.33751205em}.katex .fontsize-ensurer.reset-size10.size4,.katex .sizing.reset-size10.size4{font-size:.38572806em}.katex .fontsize-ensurer.reset-size10.size5,.katex .sizing.reset-size10.size5{font-size:.43394407em}.katex .fontsize-ensurer.reset-size10.size6,.katex .sizing.reset-size10.size6{font-size:.48216008em}.katex .fontsize-ensurer.reset-size10.size7,.katex .sizing.reset-size10.size7{font-size:.57859209em}.katex .fontsize-ensurer.reset-size10.size8,.katex .sizing.reset-size10.size8{font-size:.69431051em}.katex .fontsize-ensurer.reset-size10.size9,.katex .sizing.reset-size10.size9{font-size:.83317261em}.katex .fontsize-ensurer.reset-size10.size10,.katex .sizing.reset-size10.size10{font-size:1em}.katex .fontsize-ensurer.reset-size10.size11,.katex .sizing.reset-size10.size11{font-size:1.19961427em}.katex .fontsize-ensurer.reset-size11.size1,.katex .sizing.reset-size11.size1{font-size:.20096463em}.katex .fontsize-ensurer.reset-size11.size2,.katex .sizing.reset-size11.size2{font-size:.24115756em}.katex .fontsize-ensurer.reset-size11.size3,.katex .sizing.reset-size11.size3{font-size:.28135048em}.katex .fontsize-ensurer.reset-size11.size4,.katex .sizing.reset-size11.size4{font-size:.32154341em}.katex .fontsize-ensurer.reset-size11.size5,.katex .sizing.reset-size11.size5{font-size:.36173633em}.katex .fontsize-ensurer.reset-size11.size6,.katex .sizing.reset-size11.size6{font-size:.40192926em}.katex .fontsize-ensurer.reset-size11.size7,.katex .sizing.reset-size11.size7{font-size:.48231511em}.katex .fontsize-ensurer.reset-size11.size8,.katex .sizing.reset-size11.size8{font-size:.57877814em}.katex .fontsize-ensurer.reset-size11.size9,.katex .sizing.reset-size11.size9{font-size:.69453376em}.katex .fontsize-ensurer.reset-size11.size10,.katex .sizing.reset-size11.size10{font-size:.83360129em}.katex .fontsize-ensurer.reset-size11.size11,.katex .sizing.reset-size11.size11{font-size:1em}.katex .delimsizing.size1{font-family:KaTeX_Size1}.katex .delimsizing.size2{font-family:KaTeX_Size2}.katex .delimsizing.size3{font-family:KaTeX_Size3}.katex .delimsizing.size4{font-family:KaTeX_Size4}.katex .delimsizing.mult .delim-size1>span{font-family:KaTeX_Size1}.katex .delimsizing.mult .delim-size4>span{font-family:KaTeX_Size4}.katex .nulldelimiter{display:inline-block;width:.12em}.katex .delimcenter,.katex .op-symbol{position:relative}.katex .op-symbol.small-op{font-family:KaTeX_Size1}.katex .op-symbol.large-op{font-family:KaTeX_Size2}.katex .accent>.vlist-t,.katex .op-limits>.vlist-t{text-align:center}.katex .accent .accent-body{position:relative}.katex .accent .accent-body:not(.accent-full){width:0}.katex .overlay{display:block}.katex .mtable .vertical-separator{display:inline-block;min-width:1px}.katex .mtable .arraycolsep{display:inline-block}.katex .mtable .col-align-c>.vlist-t{text-align:center}.katex .mtable .col-align-l>.vlist-t{text-align:left}.katex .mtable .col-align-r>.vlist-t{text-align:right}.katex .svg-align{text-align:left}.katex svg{fill:currentColor;stroke:currentColor;fill-rule:nonzero;fill-opacity:1;stroke-width:1;stroke-linecap:butt;stroke-linejoin:miter;stroke-miterlimit:4;stroke-dasharray:none;stroke-dashoffset:0;stroke-opacity:1;display:block;height:inherit;position:absolute;width:100%}.katex svg path{stroke:none}.katex img{border-style:none;max-height:none;max-width:none;min-height:0;min-width:0}.katex .stretchy{display:block;overflow:hidden;position:relative;width:100%}.katex .stretchy:after,.katex .stretchy:before{content:""}.katex .hide-tail{overflow:hidden;position:relative;width:100%}.katex .halfarrow-left{left:0;overflow:hidden;position:absolute;width:50.2%}.katex .halfarrow-right{overflow:hidden;position:absolute;right:0;width:50.2%}.katex .brace-left{left:0;overflow:hidden;position:absolute;width:25.1%}.katex .brace-center{left:25%;overflow:hidden;position:absolute;width:50%}.katex .brace-right{overflow:hidden;position:absolute;right:0;width:25.1%}.katex .x-arrow-pad{padding:0 .5em}.katex .cd-arrow-pad{padding:0 .55556em 0 .27778em}.katex .mover,.katex .munder,.katex .x-arrow{text-align:center}.katex .boxpad{padding:0 .3em}.katex .fbox,.katex .fcolorbox{border:.04em solid;box-sizing:border-box}.katex .cancel-pad{padding:0 .2em}.katex .cancel-lap{margin-left:-.2em;margin-right:-.2em}.katex .sout{border-bottom-style:solid;border-bottom-width:.08em}.katex .angl{border-right:.049em solid;border-top:.049em solid;box-sizing:border-box;margin-right:.03889em}.katex .anglpad{padding:0 .03889em}.katex .eqn-num:before{content:"(" counter(katexEqnNo) ")";counter-increment:katexEqnNo}.katex .mml-eqn-num:before{content:"(" counter(mmlEqnNo) ")";counter-increment:mmlEqnNo}.katex .mtr-glue{width:50%}.katex .cd-vert-arrow{display:inline-block;position:relative}.katex .cd-label-left{display:inline-block;position:absolute;right:calc(50% + .3em);text-align:left}.katex .cd-label-right{display:inline-block;left:calc(50% + .3em);position:absolute;text-align:right}.katex-display{display:block;margin:1em 0;text-align:center}.katex-display>.katex{display:block;text-align:center;white-space:nowrap}.katex-display>.katex>.katex-html{display:block;position:relative}.katex-display>.katex>.katex-html>.tag{position:absolute;right:0}.katex-display.leqno>.katex>.katex-html>.tag{left:0;right:auto}.katex-display.fleqn>.katex{padding-left:2em;text-align:left}body{counter-reset:katexEqnNo mmlEqnNo} +</style> +<style>/*--------------------------------------------------------------------------------------------- + * Copyright (c) Microsoft Corporation. All rights reserved. + * Licensed under the MIT License. See License.txt in the project root for license information. + *--------------------------------------------------------------------------------------------*/ + +.katex-error { + color: var(--vscode-editorError-foreground); +} +</style> + + </head> + <body class="vscode-body vscode-light"> + <h1 data-line="0" class="code-line" dir="auto" id="report-for-group-assignment-16" tabindex="-1">Report for Group Assignment 1.6</h1> +<p data-line="2" class="code-line" dir="auto"><em><a href="http://mude.citg.tudelft.nl/" data-href="http://mude.citg.tudelft.nl/">CEGM1000 MUDE</a>: Week 1.6, Friday, Oct 11, 2024.</em></p> +<h2 data-line="4" class="code-line" dir="auto" id="questions" tabindex="-1">Questions</h2> +<h2 data-line="6" class="code-line" dir="auto" id="part-1-solving-non-linear-odes" tabindex="-1">Part 1: Solving non-linear ODEs</h2> +<p data-line="8" class="code-line" dir="auto"><strong>Question 1</strong></p> +<p data-line="10" class="code-line" dir="auto">How close is your approximation to the exact solution <span class="katex"><span class="katex-mathml"><math xmlns="http://www.w3.org/1998/Math/MathML"><semantics><mrow><mi>x</mi><mo>=</mo><mn>3</mn></mrow><annotation encoding="application/x-tex">x=3</annotation></semantics></math></span><span class="katex-html" aria-hidden="true"><span class="base"><span class="strut" style="height:0.4306em;"></span><span class="mord mathnormal">x</span><span class="mspace" style="margin-right:0.2778em;"></span><span class="mrel">=</span><span class="mspace" style="margin-right:0.2778em;"></span></span><span class="base"><span class="strut" style="height:0.6444em;"></span><span class="mord">3</span></span></span></span> when your initial guess is 0.01? Explain why it takes more iterations to converge when you use this value instead of a value much farther away than the solution.</p> +<p data-line="12" class="code-line" dir="auto"><em>Write your answer here.</em></p> +<p data-line="14" class="code-line" dir="auto">The solution found is 3.000000000008298 it took 11 iterations to converge.</p> +<p data-line="16" class="code-line" dir="auto">When the initial guess is close to 0, the slope will also be close to 0, and the first "improved" guess is 450.005, very far from the solution! Then, the slope at that point is more reasonable and approaches rapidly the solution.</p> +<p data-line="18" class="code-line" dir="auto"><strong>Question 2</strong></p> +<p data-line="20" class="code-line" dir="auto">Include a figure of your solution for <span class="katex"><span class="katex-mathml"><math xmlns="http://www.w3.org/1998/Math/MathML"><semantics><mrow><mi>d</mi><mi>t</mi><mo>=</mo><mn>0.25</mn></mrow><annotation encoding="application/x-tex">dt=0.25</annotation></semantics></math></span><span class="katex-html" aria-hidden="true"><span class="base"><span class="strut" style="height:0.6944em;"></span><span class="mord mathnormal">d</span><span class="mord mathnormal">t</span><span class="mspace" style="margin-right:0.2778em;"></span><span class="mrel">=</span><span class="mspace" style="margin-right:0.2778em;"></span></span><span class="base"><span class="strut" style="height:0.6444em;"></span><span class="mord">0.25</span></span></span></span> s (task 2.3).</p> +<p data-line="22" class="code-line" dir="auto"><em>Your figure here.</em></p> +<p data-line="24" class="code-line" dir="auto"><img src=".\figures\dt_25.png" alt="image" data-src=".\figures\dt_25.png"></p> +<p data-line="28" class="code-line" dir="auto"><strong>Question 3</strong></p> +<p data-line="30" class="code-line" dir="auto">By trial and error, find the dt limit of stability for the explicit scheme.</p> +<p data-line="32" class="code-line" dir="auto"><em>Note that an unstable condition is one that increases/decreases unbounded; an inaccurate solution that has not converged close to the "true" value is not necessarily an unstable condition.</em></p> +<p data-line="34" class="code-line" dir="auto"><em>Sate the stability limit here.</em></p> +<p data-line="36" class="code-line" dir="auto">The stability limit seemed to be between 0.35s and 0.4s when looking at the beginning of the plot.</p> +<p data-line="38" class="code-line" dir="auto">However, the error remains bounded. So, under the strict definition of stability given above, there does not seem to be a limit if we extend the plot to include larger values of time in the x axis. The fact that the function is nonlinear, dependent on harmonic functions, makes it quite complicated to confidently state a limit.</p> +<p data-line="40" class="code-line" dir="auto">Note also that the implicit scheme also has issues when the time step becomes too big. This is due to the Newton-Raphson scheme not converging; it is not a stability issue. In this case, the solution does not converge starting with dt=0.35s. The solution is unconditionally stable, but it is stopped at the very beginning.</p> +<p data-line="42" class="code-line" dir="auto">Here are some images where <span class="katex"><span class="katex-mathml"><math xmlns="http://www.w3.org/1998/Math/MathML"><semantics><mrow><mi>d</mi><mi>t</mi><mo>=</mo><mn>0.35</mn></mrow><annotation encoding="application/x-tex">dt = 0.35</annotation></semantics></math></span><span class="katex-html" aria-hidden="true"><span class="base"><span class="strut" style="height:0.6944em;"></span><span class="mord mathnormal">d</span><span class="mord mathnormal">t</span><span class="mspace" style="margin-right:0.2778em;"></span><span class="mrel">=</span><span class="mspace" style="margin-right:0.2778em;"></span></span><span class="base"><span class="strut" style="height:0.6444em;"></span><span class="mord">0.35</span></span></span></span> and <span class="katex"><span class="katex-mathml"><math xmlns="http://www.w3.org/1998/Math/MathML"><semantics><mrow><mi>d</mi><mi>t</mi><mo>=</mo><mn>0.4</mn></mrow><annotation encoding="application/x-tex">dt = 0.4</annotation></semantics></math></span><span class="katex-html" aria-hidden="true"><span class="base"><span class="strut" style="height:0.6944em;"></span><span class="mord mathnormal">d</span><span class="mord mathnormal">t</span><span class="mspace" style="margin-right:0.2778em;"></span><span class="mrel">=</span><span class="mspace" style="margin-right:0.2778em;"></span></span><span class="base"><span class="strut" style="height:0.6444em;"></span><span class="mord">0.4</span></span></span></span> for the explicit scheme:</p> +<p data-line="44" class="code-line" dir="auto"><img src=".\figures\dt_35.png" alt="image2" data-src=".\figures\dt_35.png"></p> +<p data-line="46" class="code-line" dir="auto"><img src=".\figures\dt_4.png" alt="image3" data-src=".\figures\dt_4.png"></p> +<h2 data-line="48" class="code-line" dir="auto" id="part-2-diffusion-equation-in-1d" tabindex="-1">Part 2: Diffusion equation in 1D</h2> +<p data-line="50" class="code-line" dir="auto"><strong>Question 4</strong></p> +<p data-line="52" class="code-line" dir="auto">Add an image of the stencils and the algebraic expression of the differential equations for both solution methods: central difference in space with forward and backward difference in time.</p> +<p data-line="54" class="code-line" dir="auto"><em>Insert image here.</em></p> +<p data-line="56" class="code-line" dir="auto">Stencils:</p> +<p data-line="58" class="code-line" dir="auto"><img src=".\figures\stencils.png" alt="image3" data-src=".\figures\stencils.png"></p> +<p data-line="60" class="code-line" dir="auto">The algebraic expression and stencil using Forward Difference in time and Central Difference in space:</p> +<p class="katex-block"><span class="katex-display"><span class="katex"><span class="katex-mathml"><math xmlns="http://www.w3.org/1998/Math/MathML" display="block"><semantics><mrow><msubsup><mi>T</mi><mi>i</mi><mrow><mi>j</mi><mo>+</mo><mn>1</mn></mrow></msubsup><mo>=</mo><msubsup><mi>T</mi><mi>i</mi><mi>j</mi></msubsup><mo>+</mo><mfrac><mrow><mi>ν</mi><mi mathvariant="normal">Δ</mi><mi>t</mi></mrow><mrow><mi mathvariant="normal">Δ</mi><msup><mi>x</mi><mn>2</mn></msup></mrow></mfrac><mrow><mo fence="true">(</mo><msubsup><mi>T</mi><mrow><mi>i</mi><mo>+</mo><mn>1</mn></mrow><mi>j</mi></msubsup><mo>−</mo><mn>2</mn><msubsup><mi>T</mi><mi>i</mi><mi>j</mi></msubsup><mo>+</mo><msubsup><mi>T</mi><mrow><mi>i</mi><mo>−</mo><mn>1</mn></mrow><mi>j</mi></msubsup><mo fence="true">)</mo></mrow></mrow><annotation encoding="application/x-tex">T^{j+1}_{i} = T^j_i + \frac{\nu \Delta t}{\Delta x^2} \left(T^j_{i+1}-2T^j_i+T^j_{i-1}\right) +</annotation></semantics></math></span><span class="katex-html" aria-hidden="true"><span class="base"><span class="strut" style="height:1.2194em;vertical-align:-0.2769em;"></span><span class="mord"><span class="mord mathnormal" style="margin-right:0.13889em;">T</span><span class="msupsub"><span class="vlist-t vlist-t2"><span class="vlist-r"><span class="vlist" style="height:0.9426em;"><span style="top:-2.4231em;margin-left:-0.1389em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mtight"><span class="mord mathnormal mtight">i</span></span></span></span><span style="top:-3.1809em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mtight"><span class="mord mathnormal mtight" style="margin-right:0.05724em;">j</span><span class="mbin mtight">+</span><span class="mord mtight">1</span></span></span></span></span><span class="vlist-s">​</span></span><span class="vlist-r"><span class="vlist" style="height:0.2769em;"><span></span></span></span></span></span></span><span class="mspace" style="margin-right:0.2778em;"></span><span class="mrel">=</span><span class="mspace" style="margin-right:0.2778em;"></span></span><span class="base"><span class="strut" style="height:1.2194em;vertical-align:-0.2769em;"></span><span class="mord"><span class="mord mathnormal" style="margin-right:0.13889em;">T</span><span class="msupsub"><span class="vlist-t vlist-t2"><span class="vlist-r"><span class="vlist" style="height:0.9426em;"><span style="top:-2.4231em;margin-left:-0.1389em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mathnormal mtight">i</span></span></span><span style="top:-3.1809em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mathnormal mtight" style="margin-right:0.05724em;">j</span></span></span></span><span class="vlist-s">​</span></span><span class="vlist-r"><span class="vlist" style="height:0.2769em;"><span></span></span></span></span></span></span><span class="mspace" style="margin-right:0.2222em;"></span><span class="mbin">+</span><span class="mspace" style="margin-right:0.2222em;"></span></span><span class="base"><span class="strut" style="height:2.0463em;vertical-align:-0.686em;"></span><span class="mord"><span class="mopen nulldelimiter"></span><span class="mfrac"><span class="vlist-t vlist-t2"><span class="vlist-r"><span class="vlist" style="height:1.3603em;"><span style="top:-2.314em;"><span class="pstrut" style="height:3em;"></span><span class="mord"><span class="mord">Δ</span><span class="mord"><span class="mord mathnormal">x</span><span class="msupsub"><span class="vlist-t"><span class="vlist-r"><span class="vlist" style="height:0.7401em;"><span style="top:-2.989em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mtight">2</span></span></span></span></span></span></span></span></span></span><span style="top:-3.23em;"><span class="pstrut" style="height:3em;"></span><span class="frac-line" style="border-bottom-width:0.04em;"></span></span><span style="top:-3.677em;"><span class="pstrut" style="height:3em;"></span><span class="mord"><span class="mord mathnormal" style="margin-right:0.06366em;">ν</span><span class="mord">Δ</span><span class="mord mathnormal">t</span></span></span></span><span class="vlist-s">​</span></span><span class="vlist-r"><span class="vlist" style="height:0.686em;"><span></span></span></span></span></span><span class="mclose nulldelimiter"></span></span><span class="mspace" style="margin-right:0.1667em;"></span><span class="minner"><span class="mopen delimcenter" style="top:0em;"><span class="delimsizing size2">(</span></span><span class="mord"><span class="mord mathnormal" style="margin-right:0.13889em;">T</span><span class="msupsub"><span class="vlist-t vlist-t2"><span class="vlist-r"><span class="vlist" style="height:0.9426em;"><span style="top:-2.4231em;margin-left:-0.1389em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mtight"><span class="mord mathnormal mtight">i</span><span class="mbin mtight">+</span><span class="mord mtight">1</span></span></span></span><span style="top:-3.1809em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mathnormal mtight" style="margin-right:0.05724em;">j</span></span></span></span><span class="vlist-s">​</span></span><span class="vlist-r"><span class="vlist" style="height:0.3352em;"><span></span></span></span></span></span></span><span class="mspace" style="margin-right:0.2222em;"></span><span class="mbin">−</span><span class="mspace" style="margin-right:0.2222em;"></span><span class="mord">2</span><span class="mord"><span class="mord mathnormal" style="margin-right:0.13889em;">T</span><span class="msupsub"><span class="vlist-t vlist-t2"><span class="vlist-r"><span class="vlist" style="height:0.9426em;"><span style="top:-2.4231em;margin-left:-0.1389em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mathnormal mtight">i</span></span></span><span style="top:-3.1809em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mathnormal mtight" style="margin-right:0.05724em;">j</span></span></span></span><span class="vlist-s">​</span></span><span class="vlist-r"><span class="vlist" style="height:0.2769em;"><span></span></span></span></span></span></span><span class="mspace" style="margin-right:0.2222em;"></span><span class="mbin">+</span><span class="mspace" style="margin-right:0.2222em;"></span><span class="mord"><span class="mord mathnormal" style="margin-right:0.13889em;">T</span><span class="msupsub"><span class="vlist-t vlist-t2"><span class="vlist-r"><span class="vlist" style="height:0.9426em;"><span style="top:-2.4231em;margin-left:-0.1389em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mtight"><span class="mord mathnormal mtight">i</span><span class="mbin mtight">−</span><span class="mord mtight">1</span></span></span></span><span style="top:-3.1809em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mathnormal mtight" style="margin-right:0.05724em;">j</span></span></span></span><span class="vlist-s">​</span></span><span class="vlist-r"><span class="vlist" style="height:0.3352em;"><span></span></span></span></span></span></span><span class="mclose delimcenter" style="top:0em;"><span class="delimsizing size2">)</span></span></span></span></span></span></span></p> +<p data-line="66" class="code-line" dir="auto">The algebraic expression and stencil of Backward Difference in time and Central Difference in space:</p> +<p class="katex-block"><span class="katex-display"><span class="katex"><span class="katex-mathml"><math xmlns="http://www.w3.org/1998/Math/MathML" display="block"><semantics><mrow><msubsup><mi>T</mi><mi>i</mi><mrow><mi>j</mi><mo>+</mo><mn>1</mn></mrow></msubsup><mo>=</mo><msubsup><mi>T</mi><mi>i</mi><mi>j</mi></msubsup><mo>+</mo><mfrac><mrow><mi>ν</mi><mi mathvariant="normal">Δ</mi><mi>t</mi></mrow><mrow><mi mathvariant="normal">Δ</mi><msup><mi>x</mi><mn>2</mn></msup></mrow></mfrac><mrow><mo fence="true">(</mo><msubsup><mi>T</mi><mrow><mi>i</mi><mo>+</mo><mn>1</mn></mrow><mrow><mi>j</mi><mo>+</mo><mn>1</mn></mrow></msubsup><mo>−</mo><mn>2</mn><msubsup><mi>T</mi><mi>i</mi><mrow><mi>j</mi><mo>+</mo><mn>1</mn></mrow></msubsup><mo>+</mo><msubsup><mi>T</mi><mrow><mi>i</mi><mo>−</mo><mn>1</mn></mrow><mrow><mi>j</mi><mo>+</mo><mn>1</mn></mrow></msubsup><mo fence="true">)</mo></mrow></mrow><annotation encoding="application/x-tex">T^{j+1}_{i} = T^j_i + \frac{\nu \Delta t}{\Delta x^2} \left(T^{j+1}_{i+1}-2T^{j+1}_i+T^{j+1}_{i-1}\right) +</annotation></semantics></math></span><span class="katex-html" aria-hidden="true"><span class="base"><span class="strut" style="height:1.2194em;vertical-align:-0.2769em;"></span><span class="mord"><span class="mord mathnormal" style="margin-right:0.13889em;">T</span><span class="msupsub"><span class="vlist-t vlist-t2"><span class="vlist-r"><span class="vlist" style="height:0.9426em;"><span style="top:-2.4231em;margin-left:-0.1389em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mtight"><span class="mord mathnormal mtight">i</span></span></span></span><span style="top:-3.1809em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mtight"><span class="mord mathnormal mtight" style="margin-right:0.05724em;">j</span><span class="mbin mtight">+</span><span class="mord mtight">1</span></span></span></span></span><span class="vlist-s">​</span></span><span class="vlist-r"><span class="vlist" style="height:0.2769em;"><span></span></span></span></span></span></span><span class="mspace" style="margin-right:0.2778em;"></span><span class="mrel">=</span><span class="mspace" style="margin-right:0.2778em;"></span></span><span class="base"><span class="strut" style="height:1.2194em;vertical-align:-0.2769em;"></span><span class="mord"><span class="mord mathnormal" style="margin-right:0.13889em;">T</span><span class="msupsub"><span class="vlist-t vlist-t2"><span class="vlist-r"><span class="vlist" style="height:0.9426em;"><span style="top:-2.4231em;margin-left:-0.1389em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mathnormal mtight">i</span></span></span><span style="top:-3.1809em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mathnormal mtight" style="margin-right:0.05724em;">j</span></span></span></span><span class="vlist-s">​</span></span><span class="vlist-r"><span class="vlist" style="height:0.2769em;"><span></span></span></span></span></span></span><span class="mspace" style="margin-right:0.2222em;"></span><span class="mbin">+</span><span class="mspace" style="margin-right:0.2222em;"></span></span><span class="base"><span class="strut" style="height:2.0463em;vertical-align:-0.686em;"></span><span class="mord"><span class="mopen nulldelimiter"></span><span class="mfrac"><span class="vlist-t vlist-t2"><span class="vlist-r"><span class="vlist" style="height:1.3603em;"><span style="top:-2.314em;"><span class="pstrut" style="height:3em;"></span><span class="mord"><span class="mord">Δ</span><span class="mord"><span class="mord mathnormal">x</span><span class="msupsub"><span class="vlist-t"><span class="vlist-r"><span class="vlist" style="height:0.7401em;"><span style="top:-2.989em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mtight">2</span></span></span></span></span></span></span></span></span></span><span style="top:-3.23em;"><span class="pstrut" style="height:3em;"></span><span class="frac-line" style="border-bottom-width:0.04em;"></span></span><span style="top:-3.677em;"><span class="pstrut" style="height:3em;"></span><span class="mord"><span class="mord mathnormal" style="margin-right:0.06366em;">ν</span><span class="mord">Δ</span><span class="mord mathnormal">t</span></span></span></span><span class="vlist-s">​</span></span><span class="vlist-r"><span class="vlist" style="height:0.686em;"><span></span></span></span></span></span><span class="mclose nulldelimiter"></span></span><span class="mspace" style="margin-right:0.1667em;"></span><span class="minner"><span class="mopen delimcenter" style="top:0em;"><span class="delimsizing size2">(</span></span><span class="mord"><span class="mord mathnormal" style="margin-right:0.13889em;">T</span><span class="msupsub"><span class="vlist-t vlist-t2"><span class="vlist-r"><span class="vlist" style="height:0.9426em;"><span style="top:-2.4231em;margin-left:-0.1389em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mtight"><span class="mord mathnormal mtight">i</span><span class="mbin mtight">+</span><span class="mord mtight">1</span></span></span></span><span style="top:-3.1809em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mtight"><span class="mord mathnormal mtight" style="margin-right:0.05724em;">j</span><span class="mbin mtight">+</span><span class="mord mtight">1</span></span></span></span></span><span class="vlist-s">​</span></span><span class="vlist-r"><span class="vlist" style="height:0.3352em;"><span></span></span></span></span></span></span><span class="mspace" style="margin-right:0.2222em;"></span><span class="mbin">−</span><span class="mspace" style="margin-right:0.2222em;"></span><span class="mord">2</span><span class="mord"><span class="mord mathnormal" style="margin-right:0.13889em;">T</span><span class="msupsub"><span class="vlist-t vlist-t2"><span class="vlist-r"><span class="vlist" style="height:0.9426em;"><span style="top:-2.4231em;margin-left:-0.1389em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mathnormal mtight">i</span></span></span><span style="top:-3.1809em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mtight"><span class="mord mathnormal mtight" style="margin-right:0.05724em;">j</span><span class="mbin mtight">+</span><span class="mord mtight">1</span></span></span></span></span><span class="vlist-s">​</span></span><span class="vlist-r"><span class="vlist" style="height:0.2769em;"><span></span></span></span></span></span></span><span class="mspace" style="margin-right:0.2222em;"></span><span class="mbin">+</span><span class="mspace" style="margin-right:0.2222em;"></span><span class="mord"><span class="mord mathnormal" style="margin-right:0.13889em;">T</span><span class="msupsub"><span class="vlist-t vlist-t2"><span class="vlist-r"><span class="vlist" style="height:0.9426em;"><span style="top:-2.4231em;margin-left:-0.1389em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mtight"><span class="mord mathnormal mtight">i</span><span class="mbin mtight">−</span><span class="mord mtight">1</span></span></span></span><span style="top:-3.1809em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mtight"><span class="mord mathnormal mtight" style="margin-right:0.05724em;">j</span><span class="mbin mtight">+</span><span class="mord mtight">1</span></span></span></span></span><span class="vlist-s">​</span></span><span class="vlist-r"><span class="vlist" style="height:0.3352em;"><span></span></span></span></span></span></span><span class="mclose delimcenter" style="top:0em;"><span class="delimsizing size2">)</span></span></span></span></span></span></span></p> +<p data-line="72" class="code-line" dir="auto">and rewritten for convenience, unknowns from one side and knowns from the other:</p> +<p class="katex-block"><span class="katex-display"><span class="katex"><span class="katex-mathml"><math xmlns="http://www.w3.org/1998/Math/MathML" display="block"><semantics><mrow><msubsup><mi>T</mi><mi>i</mi><mrow><mi>j</mi><mo>+</mo><mn>1</mn></mrow></msubsup><mo>−</mo><mfrac><mrow><mi>ν</mi><mi mathvariant="normal">Δ</mi><mi>t</mi></mrow><mrow><mi mathvariant="normal">Δ</mi><msup><mi>x</mi><mn>2</mn></msup></mrow></mfrac><mrow><mo fence="true">(</mo><msubsup><mi>T</mi><mrow><mi>i</mi><mo>+</mo><mn>1</mn></mrow><mrow><mi>j</mi><mo>+</mo><mn>1</mn></mrow></msubsup><mo>−</mo><mn>2</mn><msubsup><mi>T</mi><mi>i</mi><mrow><mi>j</mi><mo>+</mo><mn>1</mn></mrow></msubsup><mo>+</mo><msubsup><mi>T</mi><mrow><mi>i</mi><mo>−</mo><mn>1</mn></mrow><mrow><mi>j</mi><mo>+</mo><mn>1</mn></mrow></msubsup><mo fence="true">)</mo></mrow><mo>=</mo><msubsup><mi>T</mi><mi>i</mi><mi>j</mi></msubsup></mrow><annotation encoding="application/x-tex">T^{j+1}_{i} - \frac{\nu \Delta t}{\Delta x^2} \left(T^{j+1}_{i+1}-2T^{j+1}_i+T^{j+1}_{i-1}\right) = T^j_i +</annotation></semantics></math></span><span class="katex-html" aria-hidden="true"><span class="base"><span class="strut" style="height:1.2194em;vertical-align:-0.2769em;"></span><span class="mord"><span class="mord mathnormal" style="margin-right:0.13889em;">T</span><span class="msupsub"><span class="vlist-t vlist-t2"><span class="vlist-r"><span class="vlist" style="height:0.9426em;"><span style="top:-2.4231em;margin-left:-0.1389em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mtight"><span class="mord mathnormal mtight">i</span></span></span></span><span style="top:-3.1809em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mtight"><span class="mord mathnormal mtight" style="margin-right:0.05724em;">j</span><span class="mbin mtight">+</span><span class="mord mtight">1</span></span></span></span></span><span class="vlist-s">​</span></span><span class="vlist-r"><span class="vlist" style="height:0.2769em;"><span></span></span></span></span></span></span><span class="mspace" style="margin-right:0.2222em;"></span><span class="mbin">−</span><span class="mspace" style="margin-right:0.2222em;"></span></span><span class="base"><span class="strut" style="height:2.0463em;vertical-align:-0.686em;"></span><span class="mord"><span class="mopen nulldelimiter"></span><span class="mfrac"><span class="vlist-t vlist-t2"><span class="vlist-r"><span class="vlist" style="height:1.3603em;"><span style="top:-2.314em;"><span class="pstrut" style="height:3em;"></span><span class="mord"><span class="mord">Δ</span><span class="mord"><span class="mord mathnormal">x</span><span class="msupsub"><span class="vlist-t"><span class="vlist-r"><span class="vlist" style="height:0.7401em;"><span style="top:-2.989em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mtight">2</span></span></span></span></span></span></span></span></span></span><span style="top:-3.23em;"><span class="pstrut" style="height:3em;"></span><span class="frac-line" style="border-bottom-width:0.04em;"></span></span><span style="top:-3.677em;"><span class="pstrut" style="height:3em;"></span><span class="mord"><span class="mord mathnormal" style="margin-right:0.06366em;">ν</span><span class="mord">Δ</span><span class="mord mathnormal">t</span></span></span></span><span class="vlist-s">​</span></span><span class="vlist-r"><span class="vlist" style="height:0.686em;"><span></span></span></span></span></span><span class="mclose nulldelimiter"></span></span><span class="mspace" style="margin-right:0.1667em;"></span><span class="minner"><span class="mopen delimcenter" style="top:0em;"><span class="delimsizing size2">(</span></span><span class="mord"><span class="mord mathnormal" style="margin-right:0.13889em;">T</span><span class="msupsub"><span class="vlist-t vlist-t2"><span class="vlist-r"><span class="vlist" style="height:0.9426em;"><span style="top:-2.4231em;margin-left:-0.1389em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mtight"><span class="mord mathnormal mtight">i</span><span class="mbin mtight">+</span><span class="mord mtight">1</span></span></span></span><span style="top:-3.1809em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mtight"><span class="mord mathnormal mtight" style="margin-right:0.05724em;">j</span><span class="mbin mtight">+</span><span class="mord mtight">1</span></span></span></span></span><span class="vlist-s">​</span></span><span class="vlist-r"><span class="vlist" style="height:0.3352em;"><span></span></span></span></span></span></span><span class="mspace" style="margin-right:0.2222em;"></span><span class="mbin">−</span><span class="mspace" style="margin-right:0.2222em;"></span><span class="mord">2</span><span class="mord"><span class="mord mathnormal" style="margin-right:0.13889em;">T</span><span class="msupsub"><span class="vlist-t vlist-t2"><span class="vlist-r"><span class="vlist" style="height:0.9426em;"><span style="top:-2.4231em;margin-left:-0.1389em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mathnormal mtight">i</span></span></span><span style="top:-3.1809em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mtight"><span class="mord mathnormal mtight" style="margin-right:0.05724em;">j</span><span class="mbin mtight">+</span><span class="mord mtight">1</span></span></span></span></span><span class="vlist-s">​</span></span><span class="vlist-r"><span class="vlist" style="height:0.2769em;"><span></span></span></span></span></span></span><span class="mspace" style="margin-right:0.2222em;"></span><span class="mbin">+</span><span class="mspace" style="margin-right:0.2222em;"></span><span class="mord"><span class="mord mathnormal" style="margin-right:0.13889em;">T</span><span class="msupsub"><span class="vlist-t vlist-t2"><span class="vlist-r"><span class="vlist" style="height:0.9426em;"><span style="top:-2.4231em;margin-left:-0.1389em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mtight"><span class="mord mathnormal mtight">i</span><span class="mbin mtight">−</span><span class="mord mtight">1</span></span></span></span><span style="top:-3.1809em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mtight"><span class="mord mathnormal mtight" style="margin-right:0.05724em;">j</span><span class="mbin mtight">+</span><span class="mord mtight">1</span></span></span></span></span><span class="vlist-s">​</span></span><span class="vlist-r"><span class="vlist" style="height:0.3352em;"><span></span></span></span></span></span></span><span class="mclose delimcenter" style="top:0em;"><span class="delimsizing size2">)</span></span></span><span class="mspace" style="margin-right:0.2778em;"></span><span class="mrel">=</span><span class="mspace" style="margin-right:0.2778em;"></span></span><span class="base"><span class="strut" style="height:1.2194em;vertical-align:-0.2769em;"></span><span class="mord"><span class="mord mathnormal" style="margin-right:0.13889em;">T</span><span class="msupsub"><span class="vlist-t vlist-t2"><span class="vlist-r"><span class="vlist" style="height:0.9426em;"><span style="top:-2.4231em;margin-left:-0.1389em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mathnormal mtight">i</span></span></span><span style="top:-3.1809em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mathnormal mtight" style="margin-right:0.05724em;">j</span></span></span></span><span class="vlist-s">​</span></span><span class="vlist-r"><span class="vlist" style="height:0.2769em;"><span></span></span></span></span></span></span></span></span></span></span></p> +<p data-line="78" class="code-line" dir="auto"><strong>Question 5</strong></p> +<p data-line="80" class="code-line" dir="auto">Add an image (or Latex equation) of your matrices <span class="katex"><span class="katex-mathml"><math xmlns="http://www.w3.org/1998/Math/MathML"><semantics><mrow><mi>A</mi><mi>T</mi><mo>=</mo><mi>b</mi></mrow><annotation encoding="application/x-tex">AT=b</annotation></semantics></math></span><span class="katex-html" aria-hidden="true"><span class="base"><span class="strut" style="height:0.6833em;"></span><span class="mord mathnormal">A</span><span class="mord mathnormal" style="margin-right:0.13889em;">T</span><span class="mspace" style="margin-right:0.2778em;"></span><span class="mrel">=</span><span class="mspace" style="margin-right:0.2778em;"></span></span><span class="base"><span class="strut" style="height:0.6944em;"></span><span class="mord mathnormal">b</span></span></span></span> for both solution methods. Describe the differences in a few short sentences.</p> +<p data-line="82" class="code-line" dir="auto"><em>Your answer here.</em></p> +<p data-line="84" class="code-line" dir="auto">CDS-FDT:</p> +<p class="katex-block"><span class="katex-display"><span class="katex"><span class="katex-mathml"><math xmlns="http://www.w3.org/1998/Math/MathML" display="block"><semantics><mrow><mi>A</mi><mi>T</mi><mo>=</mo><mi>b</mi><mspace linebreak="newline"></mspace></mrow><annotation encoding="application/x-tex">AT = b\\ +</annotation></semantics></math></span><span class="katex-html" aria-hidden="true"><span class="base"><span class="strut" style="height:0.6833em;"></span><span class="mord mathnormal">A</span><span class="mord mathnormal" style="margin-right:0.13889em;">T</span><span class="mspace" style="margin-right:0.2778em;"></span><span class="mrel">=</span><span class="mspace" style="margin-right:0.2778em;"></span></span><span class="base"><span class="strut" style="height:0.6944em;"></span><span class="mord mathnormal">b</span></span><span class="mspace newline"></span></span></span></span></p> +<p class="katex-block"><span class="katex-display"><span class="katex"><span class="katex-mathml"><math xmlns="http://www.w3.org/1998/Math/MathML" display="block"><semantics><mrow><mi>T</mi><mo>=</mo><mrow><mo fence="true">[</mo><mtable rowspacing="0.16em" columnalign="center" columnspacing="1em"><mtr><mtd><mstyle scriptlevel="0" displaystyle="false"><msubsup><mi>T</mi><mn>1</mn><mrow><mi>j</mi><mo>+</mo><mn>1</mn></mrow></msubsup></mstyle></mtd></mtr><mtr><mtd><mstyle scriptlevel="0" displaystyle="false"><msubsup><mi>T</mi><mn>2</mn><mrow><mi>j</mi><mo>+</mo><mn>1</mn></mrow></msubsup></mstyle></mtd></mtr><mtr><mtd><mstyle scriptlevel="0" displaystyle="false"><mi><mi mathvariant="normal">⋮</mi><mpadded height="0em" voffset="0em"><mspace mathbackground="black" width="0em" height="1.5em"></mspace></mpadded></mi></mstyle></mtd></mtr><mtr><mtd><mstyle scriptlevel="0" displaystyle="false"><msubsup><mi>T</mi><mrow><mi>n</mi><mo>−</mo><mn>1</mn></mrow><mrow><mi>j</mi><mo>+</mo><mn>1</mn></mrow></msubsup></mstyle></mtd></mtr></mtable><mo fence="true">]</mo></mrow><mspace linebreak="newline"></mspace><mspace linebreak="newline"></mspace><mi>A</mi><mo>=</mo><mrow><mo fence="true">[</mo><mtable rowspacing="0.16em" columnalign="center center center center center" columnspacing="1em"><mtr><mtd><mstyle scriptlevel="0" displaystyle="false"><mn>1</mn></mstyle></mtd><mtd><mstyle scriptlevel="0" displaystyle="false"><mn>0</mn></mstyle></mtd><mtd><mstyle scriptlevel="0" displaystyle="false"><mn>0</mn></mstyle></mtd><mtd><mstyle scriptlevel="0" displaystyle="false"><mo lspace="0em" rspace="0em">⋯</mo></mstyle></mtd><mtd><mstyle scriptlevel="0" displaystyle="false"><mn>0</mn></mstyle></mtd></mtr><mtr><mtd><mstyle scriptlevel="0" displaystyle="false"><mn>0</mn></mstyle></mtd><mtd><mstyle scriptlevel="0" displaystyle="false"><mn>1</mn></mstyle></mtd><mtd><mstyle scriptlevel="0" displaystyle="false"><mn>0</mn></mstyle></mtd><mtd><mstyle scriptlevel="0" displaystyle="false"><mo lspace="0em" rspace="0em">⋯</mo></mstyle></mtd><mtd><mstyle scriptlevel="0" displaystyle="false"><mn>0</mn></mstyle></mtd></mtr><mtr><mtd><mstyle scriptlevel="0" displaystyle="false"><mn>0</mn></mstyle></mtd><mtd><mstyle scriptlevel="0" displaystyle="false"><mn>0</mn></mstyle></mtd><mtd><mstyle scriptlevel="0" displaystyle="false"><mn>1</mn></mstyle></mtd><mtd><mstyle scriptlevel="0" displaystyle="false"><mo lspace="0em" rspace="0em">⋯</mo></mstyle></mtd><mtd><mstyle scriptlevel="0" displaystyle="false"><mn>0</mn></mstyle></mtd></mtr><mtr><mtd><mstyle scriptlevel="0" displaystyle="false"><mi><mi mathvariant="normal">⋮</mi><mpadded height="0em" voffset="0em"><mspace mathbackground="black" width="0em" height="1.5em"></mspace></mpadded></mi></mstyle></mtd><mtd><mstyle scriptlevel="0" displaystyle="false"><mi><mi mathvariant="normal">⋮</mi><mpadded height="0em" voffset="0em"><mspace mathbackground="black" width="0em" height="1.5em"></mspace></mpadded></mi></mstyle></mtd><mtd><mstyle scriptlevel="0" displaystyle="false"><mi><mi mathvariant="normal">⋮</mi><mpadded height="0em" voffset="0em"><mspace mathbackground="black" width="0em" height="1.5em"></mspace></mpadded></mi></mstyle></mtd><mtd><mstyle scriptlevel="0" displaystyle="false"><mo lspace="0em" rspace="0em">⋱</mo></mstyle></mtd><mtd><mstyle scriptlevel="0" displaystyle="false"><mi><mi mathvariant="normal">⋮</mi><mpadded height="0em" voffset="0em"><mspace mathbackground="black" width="0em" height="1.5em"></mspace></mpadded></mi></mstyle></mtd></mtr><mtr><mtd><mstyle scriptlevel="0" displaystyle="false"><mn>0</mn></mstyle></mtd><mtd><mstyle scriptlevel="0" displaystyle="false"><mn>0</mn></mstyle></mtd><mtd><mstyle scriptlevel="0" displaystyle="false"><mn>0</mn></mstyle></mtd><mtd><mstyle scriptlevel="0" displaystyle="false"><mo lspace="0em" rspace="0em">⋯</mo></mstyle></mtd><mtd><mstyle scriptlevel="0" displaystyle="false"><mn>1</mn></mstyle></mtd></mtr></mtable><mo fence="true">]</mo></mrow><mspace linebreak="newline"></mspace><mspace linebreak="newline"></mspace><mi>b</mi><mo>=</mo><mrow><mo fence="true">[</mo><mtable rowspacing="0.16em" columnalign="center" columnspacing="1em"><mtr><mtd><mstyle scriptlevel="0" displaystyle="false"><mrow><msubsup><mi>T</mi><mn>1</mn><mi>j</mi></msubsup><mo>+</mo><mfrac><mrow><mi>ν</mi><mi mathvariant="normal">Δ</mi><mi>t</mi></mrow><mrow><mi mathvariant="normal">Δ</mi><msup><mi>x</mi><mn>2</mn></msup></mrow></mfrac><mrow><mo fence="true">(</mo><msubsup><mi>T</mi><mn>0</mn><mi>j</mi></msubsup><mo>−</mo><mn>2</mn><msubsup><mi>T</mi><mn>1</mn><mi>j</mi></msubsup><mo>+</mo><msubsup><mi>T</mi><mn>2</mn><mi>j</mi></msubsup><mo fence="true">)</mo></mrow></mrow></mstyle></mtd></mtr><mtr><mtd><mstyle scriptlevel="0" displaystyle="false"><mrow><msubsup><mi>T</mi><mn>2</mn><mi>j</mi></msubsup><mo>+</mo><mfrac><mrow><mi>ν</mi><mi mathvariant="normal">Δ</mi><mi>t</mi></mrow><mrow><mi mathvariant="normal">Δ</mi><msup><mi>x</mi><mn>2</mn></msup></mrow></mfrac><mrow><mo fence="true">(</mo><msubsup><mi>T</mi><mn>1</mn><mi>j</mi></msubsup><mo>−</mo><mn>2</mn><msubsup><mi>T</mi><mn>2</mn><mi>j</mi></msubsup><mo>+</mo><msubsup><mi>T</mi><mn>3</mn><mi>j</mi></msubsup><mo fence="true">)</mo></mrow></mrow></mstyle></mtd></mtr><mtr><mtd><mstyle scriptlevel="0" displaystyle="false"><mi><mi mathvariant="normal">⋮</mi><mpadded height="0em" voffset="0em"><mspace mathbackground="black" width="0em" height="1.5em"></mspace></mpadded></mi></mstyle></mtd></mtr><mtr><mtd><mstyle scriptlevel="0" displaystyle="false"><mrow><msubsup><mi>T</mi><mrow><mi>n</mi><mo>−</mo><mn>1</mn></mrow><mi>j</mi></msubsup><mo>+</mo><mfrac><mrow><mi>ν</mi><mi mathvariant="normal">Δ</mi><mi>t</mi></mrow><mrow><mi mathvariant="normal">Δ</mi><msup><mi>x</mi><mn>2</mn></msup></mrow></mfrac><mrow><mo fence="true">(</mo><msubsup><mi>T</mi><mrow><mi>n</mi><mo>−</mo><mn>2</mn></mrow><mi>j</mi></msubsup><mo>−</mo><mn>2</mn><msubsup><mi>T</mi><mrow><mi>n</mi><mo>−</mo><mn>1</mn></mrow><mi>j</mi></msubsup><mo>+</mo><msubsup><mi>T</mi><mi>n</mi><mi>j</mi></msubsup><mo fence="true">)</mo></mrow></mrow></mstyle></mtd></mtr></mtable><mo fence="true">]</mo></mrow></mrow><annotation encoding="application/x-tex">T = \begin{bmatrix} +T_1^{j+1} \\ +T_2^{j+1} \\ +\vdots \\ +T_{n-1}^{j+1} +\end{bmatrix}\\ +\newline +A = \begin{bmatrix} +1 & 0 & 0 & \cdots & 0 \\ +0 & 1 & 0 & \cdots & 0 \\ +0 & 0 & 1 & \cdots & 0 \\ +\vdots & \vdots & \vdots & \ddots & \vdots \\ +0 & 0 & 0 & \cdots & 1 +\end{bmatrix}\\ +\newline +b = \begin{bmatrix} +T^j_1 + \frac{\nu \Delta t}{\Delta x^2} \left(T^j_{0}-2T^j_1+T^j_{2}\right) \\ +T^j_2 + \frac{\nu \Delta t}{\Delta x^2} \left(T^j_{1}-2T^j_2+T^j_{3}\right) \\ +\vdots \\ +T^j_{n-1} + \frac{\nu \Delta t}{\Delta x^2} \left(T^j_{n-2}-2T^j_{n-1}+T^j_{n}\right) +\end{bmatrix} + + +</annotation></semantics></math></span><span class="katex-html" aria-hidden="true"><span class="base"><span class="strut" style="height:0.6833em;"></span><span class="mord mathnormal" style="margin-right:0.13889em;">T</span><span class="mspace" style="margin-right:0.2778em;"></span><span class="mrel">=</span><span class="mspace" style="margin-right:0.2778em;"></span></span><span class="base"><span class="strut" style="height:5.7677em;vertical-align:-2.6339em;"></span><span class="minner"><span class="mopen"><span class="delimsizing mult"><span class="vlist-t vlist-t2"><span class="vlist-r"><span class="vlist" style="height:2.95em;"><span style="top:-4.95em;"><span class="pstrut" style="height:7.4em;"></span><span style="width:0.667em;height:5.400em;"><svg xmlns="http://www.w3.org/2000/svg" width="0.667em" height="5.400em" viewBox="0 0 667 5400"><path d="M403 1759 V84 H666 V0 H319 V1759 v1800 v1759 h347 v-84 +H403z M403 1759 V0 H319 V1759 v1800 v1759 h84z"></path></svg></span></span></span><span class="vlist-s">​</span></span><span class="vlist-r"><span class="vlist" style="height:2.45em;"><span></span></span></span></span></span></span><span class="mord"><span class="mtable"><span class="col-align-c"><span class="vlist-t vlist-t2"><span class="vlist-r"><span class="vlist" style="height:3.1339em;"><span style="top:-5.8788em;"><span class="pstrut" style="height:3.6875em;"></span><span class="mord"><span class="mord"><span class="mord mathnormal" style="margin-right:0.13889em;">T</span><span class="msupsub"><span class="vlist-t vlist-t2"><span class="vlist-r"><span class="vlist" style="height:0.9426em;"><span style="top:-2.4337em;margin-left:-0.1389em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mtight">1</span></span></span><span style="top:-3.1809em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mtight"><span class="mord mathnormal mtight" style="margin-right:0.05724em;">j</span><span class="mbin mtight">+</span><span class="mord mtight">1</span></span></span></span></span><span class="vlist-s">​</span></span><span class="vlist-r"><span class="vlist" style="height:0.2663em;"><span></span></span></span></span></span></span></span></span><span style="top:-4.5762em;"><span class="pstrut" style="height:3.6875em;"></span><span class="mord"><span class="mord"><span class="mord mathnormal" style="margin-right:0.13889em;">T</span><span class="msupsub"><span class="vlist-t vlist-t2"><span class="vlist-r"><span class="vlist" style="height:0.9426em;"><span style="top:-2.4337em;margin-left:-0.1389em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mtight">2</span></span></span><span style="top:-3.1809em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mtight"><span class="mord mathnormal mtight" style="margin-right:0.05724em;">j</span><span class="mbin mtight">+</span><span class="mord mtight">1</span></span></span></span></span><span class="vlist-s">​</span></span><span class="vlist-r"><span class="vlist" style="height:0.2663em;"><span></span></span></span></span></span></span></span></span><span style="top:-2.7162em;"><span class="pstrut" style="height:3.6875em;"></span><span class="mord"><span class="mord"><span class="mord">⋮</span><span class="mord rule" style="border-right-width:0em;border-top-width:1.5em;bottom:0em;"></span></span></span></span><span style="top:-1.4136em;"><span class="pstrut" style="height:3.6875em;"></span><span class="mord"><span class="mord"><span class="mord mathnormal" style="margin-right:0.13889em;">T</span><span class="msupsub"><span class="vlist-t vlist-t2"><span class="vlist-r"><span class="vlist" style="height:0.9426em;"><span style="top:-2.4337em;margin-left:-0.1389em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mtight"><span class="mord mathnormal mtight">n</span><span class="mbin mtight">−</span><span class="mord mtight">1</span></span></span></span><span style="top:-3.1809em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mtight"><span class="mord mathnormal mtight" style="margin-right:0.05724em;">j</span><span class="mbin mtight">+</span><span class="mord mtight">1</span></span></span></span></span><span class="vlist-s">​</span></span><span class="vlist-r"><span class="vlist" style="height:0.3246em;"><span></span></span></span></span></span></span></span></span></span><span class="vlist-s">​</span></span><span class="vlist-r"><span class="vlist" style="height:2.6339em;"><span></span></span></span></span></span></span></span><span class="mclose"><span class="delimsizing mult"><span class="vlist-t vlist-t2"><span class="vlist-r"><span class="vlist" style="height:2.95em;"><span style="top:-4.95em;"><span class="pstrut" style="height:7.4em;"></span><span style="width:0.667em;height:5.400em;"><svg xmlns="http://www.w3.org/2000/svg" width="0.667em" height="5.400em" viewBox="0 0 667 5400"><path d="M347 1759 V0 H0 V84 H263 V1759 v1800 v1759 H0 v84 H347z +M347 1759 V0 H263 V1759 v1800 v1759 h84z"></path></svg></span></span></span><span class="vlist-s">​</span></span><span class="vlist-r"><span class="vlist" style="height:2.45em;"><span></span></span></span></span></span></span></span></span><span class="mspace newline"></span><span class="mspace newline"></span><span class="base"><span class="strut" style="height:0.6833em;"></span><span class="mord mathnormal">A</span><span class="mspace" style="margin-right:0.2778em;"></span><span class="mrel">=</span><span class="mspace" style="margin-right:0.2778em;"></span></span><span class="base"><span class="strut" style="height:6.66em;vertical-align:-3.08em;"></span><span class="minner"><span class="mopen"><span class="delimsizing mult"><span class="vlist-t vlist-t2"><span class="vlist-r"><span class="vlist" style="height:3.55em;"><span style="top:-5.55em;"><span class="pstrut" style="height:8.6em;"></span><span style="width:0.667em;height:6.600em;"><svg xmlns="http://www.w3.org/2000/svg" width="0.667em" height="6.600em" viewBox="0 0 667 6600"><path d="M403 1759 V84 H666 V0 H319 V1759 v3000 v1759 h347 v-84 +H403z M403 1759 V0 H319 V1759 v3000 v1759 h84z"></path></svg></span></span></span><span class="vlist-s">​</span></span><span class="vlist-r"><span class="vlist" style="height:3.05em;"><span></span></span></span></span></span></span><span class="mord"><span class="mtable"><span class="col-align-c"><span class="vlist-t vlist-t2"><span class="vlist-r"><span class="vlist" style="height:3.58em;"><span style="top:-6.4275em;"><span class="pstrut" style="height:3.6875em;"></span><span class="mord"><span class="mord">1</span></span></span><span style="top:-5.2275em;"><span class="pstrut" style="height:3.6875em;"></span><span class="mord"><span class="mord">0</span></span></span><span style="top:-4.0275em;"><span class="pstrut" style="height:3.6875em;"></span><span class="mord"><span class="mord">0</span></span></span><span style="top:-2.1675em;"><span class="pstrut" style="height:3.6875em;"></span><span class="mord"><span class="mord"><span class="mord">⋮</span><span class="mord rule" style="border-right-width:0em;border-top-width:1.5em;bottom:0em;"></span></span></span></span><span style="top:-0.9675em;"><span class="pstrut" style="height:3.6875em;"></span><span class="mord"><span class="mord">0</span></span></span></span><span class="vlist-s">​</span></span><span class="vlist-r"><span class="vlist" style="height:3.08em;"><span></span></span></span></span></span><span class="arraycolsep" style="width:0.5em;"></span><span class="arraycolsep" style="width:0.5em;"></span><span class="col-align-c"><span class="vlist-t vlist-t2"><span class="vlist-r"><span class="vlist" style="height:3.58em;"><span style="top:-6.4275em;"><span class="pstrut" style="height:3.6875em;"></span><span class="mord"><span class="mord">0</span></span></span><span style="top:-5.2275em;"><span class="pstrut" style="height:3.6875em;"></span><span class="mord"><span class="mord">1</span></span></span><span style="top:-4.0275em;"><span class="pstrut" style="height:3.6875em;"></span><span class="mord"><span class="mord">0</span></span></span><span style="top:-2.1675em;"><span class="pstrut" style="height:3.6875em;"></span><span class="mord"><span class="mord"><span class="mord">⋮</span><span class="mord rule" style="border-right-width:0em;border-top-width:1.5em;bottom:0em;"></span></span></span></span><span style="top:-0.9675em;"><span class="pstrut" style="height:3.6875em;"></span><span class="mord"><span class="mord">0</span></span></span></span><span class="vlist-s">​</span></span><span class="vlist-r"><span class="vlist" style="height:3.08em;"><span></span></span></span></span></span><span class="arraycolsep" style="width:0.5em;"></span><span class="arraycolsep" style="width:0.5em;"></span><span class="col-align-c"><span class="vlist-t vlist-t2"><span class="vlist-r"><span class="vlist" style="height:3.58em;"><span style="top:-6.4275em;"><span class="pstrut" style="height:3.6875em;"></span><span class="mord"><span class="mord">0</span></span></span><span style="top:-5.2275em;"><span class="pstrut" style="height:3.6875em;"></span><span class="mord"><span class="mord">0</span></span></span><span style="top:-4.0275em;"><span class="pstrut" style="height:3.6875em;"></span><span class="mord"><span class="mord">1</span></span></span><span style="top:-2.1675em;"><span class="pstrut" style="height:3.6875em;"></span><span class="mord"><span class="mord"><span class="mord">⋮</span><span class="mord rule" style="border-right-width:0em;border-top-width:1.5em;bottom:0em;"></span></span></span></span><span style="top:-0.9675em;"><span class="pstrut" style="height:3.6875em;"></span><span class="mord"><span class="mord">0</span></span></span></span><span class="vlist-s">​</span></span><span class="vlist-r"><span class="vlist" style="height:3.08em;"><span></span></span></span></span></span><span class="arraycolsep" style="width:0.5em;"></span><span class="arraycolsep" style="width:0.5em;"></span><span class="col-align-c"><span class="vlist-t vlist-t2"><span class="vlist-r"><span class="vlist" style="height:3.58em;"><span style="top:-6.24em;"><span class="pstrut" style="height:3.5em;"></span><span class="mord"><span class="minner">⋯</span></span></span><span style="top:-5.04em;"><span class="pstrut" style="height:3.5em;"></span><span class="mord"><span class="minner">⋯</span></span></span><span style="top:-3.84em;"><span class="pstrut" style="height:3.5em;"></span><span class="mord"><span class="minner">⋯</span></span></span><span style="top:-1.98em;"><span class="pstrut" style="height:3.5em;"></span><span class="mord"><span class="minner">⋱</span></span></span><span style="top:-0.78em;"><span class="pstrut" style="height:3.5em;"></span><span class="mord"><span class="minner">⋯</span></span></span></span><span class="vlist-s">​</span></span><span class="vlist-r"><span class="vlist" style="height:3.08em;"><span></span></span></span></span></span><span class="arraycolsep" style="width:0.5em;"></span><span class="arraycolsep" style="width:0.5em;"></span><span class="col-align-c"><span class="vlist-t vlist-t2"><span class="vlist-r"><span class="vlist" style="height:3.58em;"><span style="top:-6.4275em;"><span class="pstrut" style="height:3.6875em;"></span><span class="mord"><span class="mord">0</span></span></span><span style="top:-5.2275em;"><span class="pstrut" style="height:3.6875em;"></span><span class="mord"><span class="mord">0</span></span></span><span style="top:-4.0275em;"><span class="pstrut" style="height:3.6875em;"></span><span class="mord"><span class="mord">0</span></span></span><span style="top:-2.1675em;"><span class="pstrut" style="height:3.6875em;"></span><span class="mord"><span class="mord"><span class="mord">⋮</span><span class="mord rule" style="border-right-width:0em;border-top-width:1.5em;bottom:0em;"></span></span></span></span><span style="top:-0.9675em;"><span class="pstrut" style="height:3.6875em;"></span><span class="mord"><span class="mord">1</span></span></span></span><span class="vlist-s">​</span></span><span class="vlist-r"><span class="vlist" style="height:3.08em;"><span></span></span></span></span></span></span></span><span class="mclose"><span class="delimsizing mult"><span class="vlist-t vlist-t2"><span class="vlist-r"><span class="vlist" style="height:3.55em;"><span style="top:-5.55em;"><span class="pstrut" style="height:8.6em;"></span><span style="width:0.667em;height:6.600em;"><svg xmlns="http://www.w3.org/2000/svg" width="0.667em" height="6.600em" viewBox="0 0 667 6600"><path d="M347 1759 V0 H0 V84 H263 V1759 v3000 v1759 H0 v84 H347z +M347 1759 V0 H263 V1759 v3000 v1759 h84z"></path></svg></span></span></span><span class="vlist-s">​</span></span><span class="vlist-r"><span class="vlist" style="height:3.05em;"><span></span></span></span></span></span></span></span></span><span class="mspace newline"></span><span class="mspace newline"></span><span class="base"><span class="strut" style="height:0.6944em;"></span><span class="mord mathnormal">b</span><span class="mspace" style="margin-right:0.2778em;"></span><span class="mrel">=</span><span class="mspace" style="margin-right:0.2778em;"></span></span><span class="base"><span class="strut" style="height:7.2601em;vertical-align:-3.38em;"></span><span class="minner"><span class="mopen"><span class="delimsizing mult"><span class="vlist-t vlist-t2"><span class="vlist-r"><span class="vlist" style="height:3.85em;"><span style="top:-5.8499em;"><span class="pstrut" style="height:9.2em;"></span><span style="width:0.667em;height:7.200em;"><svg xmlns="http://www.w3.org/2000/svg" width="0.667em" height="7.200em" viewBox="0 0 667 7200"><path d="M403 1759 V84 H666 V0 H319 V1759 v3600 v1759 h347 v-84 +H403z M403 1759 V0 H319 V1759 v3600 v1759 h84z"></path></svg></span></span></span><span class="vlist-s">​</span></span><span class="vlist-r"><span class="vlist" style="height:3.35em;"><span></span></span></span></span></span></span><span class="mord"><span class="mtable"><span class="col-align-c"><span class="vlist-t vlist-t2"><span class="vlist-r"><span class="vlist" style="height:3.88em;"><span style="top:-6.4175em;"><span class="pstrut" style="height:3.6875em;"></span><span class="mord"><span class="mord"><span class="mord mathnormal" style="margin-right:0.13889em;">T</span><span class="msupsub"><span class="vlist-t vlist-t2"><span class="vlist-r"><span class="vlist" style="height:0.9426em;"><span style="top:-2.4337em;margin-left:-0.1389em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mtight">1</span></span></span><span style="top:-3.1809em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mathnormal mtight" style="margin-right:0.05724em;">j</span></span></span></span><span class="vlist-s">​</span></span><span class="vlist-r"><span class="vlist" style="height:0.2663em;"><span></span></span></span></span></span></span><span class="mspace" style="margin-right:0.2222em;"></span><span class="mbin">+</span><span class="mspace" style="margin-right:0.2222em;"></span><span class="mord"><span class="mopen nulldelimiter"></span><span class="mfrac"><span class="vlist-t vlist-t2"><span class="vlist-r"><span class="vlist" style="height:0.8723em;"><span style="top:-2.655em;"><span class="pstrut" style="height:3em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mtight"><span class="mord mtight">Δ</span><span class="mord mtight"><span class="mord mathnormal mtight">x</span><span class="msupsub"><span class="vlist-t"><span class="vlist-r"><span class="vlist" style="height:0.7463em;"><span style="top:-2.786em;margin-right:0.0714em;"><span class="pstrut" style="height:2.5em;"></span><span class="sizing reset-size3 size1 mtight"><span class="mord mtight">2</span></span></span></span></span></span></span></span></span></span></span><span style="top:-3.23em;"><span class="pstrut" style="height:3em;"></span><span class="frac-line" style="border-bottom-width:0.04em;"></span></span><span style="top:-3.394em;"><span class="pstrut" style="height:3em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mtight"><span class="mord mathnormal mtight" style="margin-right:0.06366em;">ν</span><span class="mord mtight">Δ</span><span class="mord mathnormal mtight">t</span></span></span></span></span><span class="vlist-s">​</span></span><span class="vlist-r"><span class="vlist" style="height:0.345em;"><span></span></span></span></span></span><span class="mclose nulldelimiter"></span></span><span class="mspace" style="margin-right:0.1667em;"></span><span class="minner"><span class="mopen delimcenter" style="top:0em;"><span class="delimsizing size2">(</span></span><span class="mord"><span class="mord mathnormal" style="margin-right:0.13889em;">T</span><span class="msupsub"><span class="vlist-t vlist-t2"><span class="vlist-r"><span class="vlist" style="height:0.9426em;"><span style="top:-2.4337em;margin-left:-0.1389em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mtight"><span class="mord mtight">0</span></span></span></span><span style="top:-3.1809em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mathnormal mtight" style="margin-right:0.05724em;">j</span></span></span></span><span class="vlist-s">​</span></span><span class="vlist-r"><span class="vlist" style="height:0.2663em;"><span></span></span></span></span></span></span><span class="mspace" style="margin-right:0.2222em;"></span><span class="mbin">−</span><span class="mspace" style="margin-right:0.2222em;"></span><span class="mord">2</span><span class="mord"><span class="mord mathnormal" style="margin-right:0.13889em;">T</span><span class="msupsub"><span class="vlist-t vlist-t2"><span class="vlist-r"><span class="vlist" style="height:0.9426em;"><span style="top:-2.4337em;margin-left:-0.1389em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mtight">1</span></span></span><span style="top:-3.1809em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mathnormal mtight" style="margin-right:0.05724em;">j</span></span></span></span><span class="vlist-s">​</span></span><span class="vlist-r"><span class="vlist" style="height:0.2663em;"><span></span></span></span></span></span></span><span class="mspace" style="margin-right:0.2222em;"></span><span class="mbin">+</span><span class="mspace" style="margin-right:0.2222em;"></span><span class="mord"><span class="mord mathnormal" style="margin-right:0.13889em;">T</span><span class="msupsub"><span class="vlist-t vlist-t2"><span class="vlist-r"><span class="vlist" style="height:0.9426em;"><span style="top:-2.4337em;margin-left:-0.1389em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mtight"><span class="mord mtight">2</span></span></span></span><span style="top:-3.1809em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mathnormal mtight" style="margin-right:0.05724em;">j</span></span></span></span><span class="vlist-s">​</span></span><span class="vlist-r"><span class="vlist" style="height:0.2663em;"><span></span></span></span></span></span></span><span class="mclose delimcenter" style="top:0em;"><span class="delimsizing size2">)</span></span></span></span></span><span style="top:-4.6175em;"><span class="pstrut" style="height:3.6875em;"></span><span class="mord"><span class="mord"><span class="mord mathnormal" style="margin-right:0.13889em;">T</span><span class="msupsub"><span class="vlist-t vlist-t2"><span class="vlist-r"><span class="vlist" style="height:0.9426em;"><span style="top:-2.4337em;margin-left:-0.1389em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mtight">2</span></span></span><span style="top:-3.1809em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mathnormal mtight" style="margin-right:0.05724em;">j</span></span></span></span><span class="vlist-s">​</span></span><span class="vlist-r"><span class="vlist" style="height:0.2663em;"><span></span></span></span></span></span></span><span class="mspace" style="margin-right:0.2222em;"></span><span class="mbin">+</span><span class="mspace" style="margin-right:0.2222em;"></span><span class="mord"><span class="mopen nulldelimiter"></span><span class="mfrac"><span class="vlist-t vlist-t2"><span class="vlist-r"><span class="vlist" style="height:0.8723em;"><span style="top:-2.655em;"><span class="pstrut" style="height:3em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mtight"><span class="mord mtight">Δ</span><span class="mord mtight"><span class="mord mathnormal mtight">x</span><span class="msupsub"><span class="vlist-t"><span class="vlist-r"><span class="vlist" style="height:0.7463em;"><span style="top:-2.786em;margin-right:0.0714em;"><span class="pstrut" style="height:2.5em;"></span><span class="sizing reset-size3 size1 mtight"><span class="mord mtight">2</span></span></span></span></span></span></span></span></span></span></span><span style="top:-3.23em;"><span class="pstrut" style="height:3em;"></span><span class="frac-line" style="border-bottom-width:0.04em;"></span></span><span style="top:-3.394em;"><span class="pstrut" style="height:3em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mtight"><span class="mord mathnormal mtight" style="margin-right:0.06366em;">ν</span><span class="mord mtight">Δ</span><span class="mord mathnormal mtight">t</span></span></span></span></span><span class="vlist-s">​</span></span><span class="vlist-r"><span class="vlist" style="height:0.345em;"><span></span></span></span></span></span><span class="mclose nulldelimiter"></span></span><span class="mspace" style="margin-right:0.1667em;"></span><span class="minner"><span class="mopen delimcenter" style="top:0em;"><span class="delimsizing size2">(</span></span><span class="mord"><span class="mord mathnormal" style="margin-right:0.13889em;">T</span><span class="msupsub"><span class="vlist-t vlist-t2"><span class="vlist-r"><span class="vlist" style="height:0.9426em;"><span style="top:-2.4337em;margin-left:-0.1389em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mtight"><span class="mord mtight">1</span></span></span></span><span style="top:-3.1809em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mathnormal mtight" style="margin-right:0.05724em;">j</span></span></span></span><span class="vlist-s">​</span></span><span class="vlist-r"><span class="vlist" style="height:0.2663em;"><span></span></span></span></span></span></span><span class="mspace" style="margin-right:0.2222em;"></span><span class="mbin">−</span><span class="mspace" style="margin-right:0.2222em;"></span><span class="mord">2</span><span class="mord"><span class="mord mathnormal" style="margin-right:0.13889em;">T</span><span class="msupsub"><span class="vlist-t vlist-t2"><span class="vlist-r"><span class="vlist" style="height:0.9426em;"><span style="top:-2.4337em;margin-left:-0.1389em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mtight">2</span></span></span><span style="top:-3.1809em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mathnormal mtight" style="margin-right:0.05724em;">j</span></span></span></span><span class="vlist-s">​</span></span><span class="vlist-r"><span class="vlist" style="height:0.2663em;"><span></span></span></span></span></span></span><span class="mspace" style="margin-right:0.2222em;"></span><span class="mbin">+</span><span class="mspace" style="margin-right:0.2222em;"></span><span class="mord"><span class="mord mathnormal" style="margin-right:0.13889em;">T</span><span class="msupsub"><span class="vlist-t vlist-t2"><span class="vlist-r"><span class="vlist" style="height:0.9426em;"><span style="top:-2.4337em;margin-left:-0.1389em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mtight"><span class="mord mtight">3</span></span></span></span><span style="top:-3.1809em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mathnormal mtight" style="margin-right:0.05724em;">j</span></span></span></span><span class="vlist-s">​</span></span><span class="vlist-r"><span class="vlist" style="height:0.2663em;"><span></span></span></span></span></span></span><span class="mclose delimcenter" style="top:0em;"><span class="delimsizing size2">)</span></span></span></span></span><span style="top:-2.4675em;"><span class="pstrut" style="height:3.6875em;"></span><span class="mord"><span class="mord"><span class="mord">⋮</span><span class="mord rule" style="border-right-width:0em;border-top-width:1.5em;bottom:0em;"></span></span></span></span><span style="top:-0.9575em;"><span class="pstrut" style="height:3.6875em;"></span><span class="mord"><span class="mord"><span class="mord mathnormal" style="margin-right:0.13889em;">T</span><span class="msupsub"><span class="vlist-t vlist-t2"><span class="vlist-r"><span class="vlist" style="height:0.9426em;"><span style="top:-2.4337em;margin-left:-0.1389em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mtight"><span class="mord mathnormal mtight">n</span><span class="mbin mtight">−</span><span class="mord mtight">1</span></span></span></span><span style="top:-3.1809em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mathnormal mtight" style="margin-right:0.05724em;">j</span></span></span></span><span class="vlist-s">​</span></span><span class="vlist-r"><span class="vlist" style="height:0.3246em;"><span></span></span></span></span></span></span><span class="mspace" style="margin-right:0.2222em;"></span><span class="mbin">+</span><span class="mspace" style="margin-right:0.2222em;"></span><span class="mord"><span class="mopen nulldelimiter"></span><span class="mfrac"><span class="vlist-t vlist-t2"><span class="vlist-r"><span class="vlist" style="height:0.8723em;"><span style="top:-2.655em;"><span class="pstrut" style="height:3em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mtight"><span class="mord mtight">Δ</span><span class="mord mtight"><span class="mord mathnormal mtight">x</span><span class="msupsub"><span class="vlist-t"><span class="vlist-r"><span class="vlist" style="height:0.7463em;"><span style="top:-2.786em;margin-right:0.0714em;"><span class="pstrut" style="height:2.5em;"></span><span class="sizing reset-size3 size1 mtight"><span class="mord mtight">2</span></span></span></span></span></span></span></span></span></span></span><span style="top:-3.23em;"><span class="pstrut" style="height:3em;"></span><span class="frac-line" style="border-bottom-width:0.04em;"></span></span><span style="top:-3.394em;"><span class="pstrut" style="height:3em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mtight"><span class="mord mathnormal mtight" style="margin-right:0.06366em;">ν</span><span class="mord mtight">Δ</span><span class="mord mathnormal mtight">t</span></span></span></span></span><span class="vlist-s">​</span></span><span class="vlist-r"><span class="vlist" style="height:0.345em;"><span></span></span></span></span></span><span class="mclose nulldelimiter"></span></span><span class="mspace" style="margin-right:0.1667em;"></span><span class="minner"><span class="mopen delimcenter" style="top:0em;"><span class="delimsizing size2">(</span></span><span class="mord"><span class="mord mathnormal" style="margin-right:0.13889em;">T</span><span class="msupsub"><span class="vlist-t vlist-t2"><span class="vlist-r"><span class="vlist" style="height:0.9426em;"><span style="top:-2.4337em;margin-left:-0.1389em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mtight"><span class="mord mathnormal mtight">n</span><span class="mbin mtight">−</span><span class="mord mtight">2</span></span></span></span><span style="top:-3.1809em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mathnormal mtight" style="margin-right:0.05724em;">j</span></span></span></span><span class="vlist-s">​</span></span><span class="vlist-r"><span class="vlist" style="height:0.3246em;"><span></span></span></span></span></span></span><span class="mspace" style="margin-right:0.2222em;"></span><span class="mbin">−</span><span class="mspace" style="margin-right:0.2222em;"></span><span class="mord">2</span><span class="mord"><span class="mord mathnormal" style="margin-right:0.13889em;">T</span><span class="msupsub"><span class="vlist-t vlist-t2"><span class="vlist-r"><span class="vlist" style="height:0.9426em;"><span style="top:-2.4337em;margin-left:-0.1389em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mtight"><span class="mord mathnormal mtight">n</span><span class="mbin mtight">−</span><span class="mord mtight">1</span></span></span></span><span style="top:-3.1809em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mathnormal mtight" style="margin-right:0.05724em;">j</span></span></span></span><span class="vlist-s">​</span></span><span class="vlist-r"><span class="vlist" style="height:0.3246em;"><span></span></span></span></span></span></span><span class="mspace" style="margin-right:0.2222em;"></span><span class="mbin">+</span><span class="mspace" style="margin-right:0.2222em;"></span><span class="mord"><span class="mord mathnormal" style="margin-right:0.13889em;">T</span><span class="msupsub"><span class="vlist-t vlist-t2"><span class="vlist-r"><span class="vlist" style="height:0.8247em;"><span style="top:-2.453em;margin-left:-0.1389em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mtight"><span class="mord mathnormal mtight">n</span></span></span></span><span style="top:-3.063em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mathnormal mtight" style="margin-right:0.05724em;">j</span></span></span></span><span class="vlist-s">​</span></span><span class="vlist-r"><span class="vlist" style="height:0.247em;"><span></span></span></span></span></span></span><span class="mclose delimcenter" style="top:0em;"><span class="delimsizing size2">)</span></span></span></span></span></span><span class="vlist-s">​</span></span><span class="vlist-r"><span class="vlist" style="height:3.38em;"><span></span></span></span></span></span></span></span><span class="mclose"><span class="delimsizing mult"><span class="vlist-t vlist-t2"><span class="vlist-r"><span class="vlist" style="height:3.85em;"><span style="top:-5.8499em;"><span class="pstrut" style="height:9.2em;"></span><span style="width:0.667em;height:7.200em;"><svg xmlns="http://www.w3.org/2000/svg" width="0.667em" height="7.200em" viewBox="0 0 667 7200"><path d="M347 1759 V0 H0 V84 H263 V1759 v3600 v1759 H0 v84 H347z +M347 1759 V0 H263 V1759 v3600 v1759 h84z"></path></svg></span></span></span><span class="vlist-s">​</span></span><span class="vlist-r"><span class="vlist" style="height:3.35em;"><span></span></span></span></span></span></span></span></span></span></span></span></p> +<p data-line="117" class="code-line" dir="auto">CDS-BDT:</p> +<p class="katex-block"><span class="katex-display"><span class="katex"><span class="katex-mathml"><math xmlns="http://www.w3.org/1998/Math/MathML" display="block"><semantics><mrow><mi>A</mi><mi>T</mi><mo>=</mo><mi>b</mi><mspace linebreak="newline"></mspace></mrow><annotation encoding="application/x-tex">AT = b\\ +</annotation></semantics></math></span><span class="katex-html" aria-hidden="true"><span class="base"><span class="strut" style="height:0.6833em;"></span><span class="mord mathnormal">A</span><span class="mord mathnormal" style="margin-right:0.13889em;">T</span><span class="mspace" style="margin-right:0.2778em;"></span><span class="mrel">=</span><span class="mspace" style="margin-right:0.2778em;"></span></span><span class="base"><span class="strut" style="height:0.6944em;"></span><span class="mord mathnormal">b</span></span><span class="mspace newline"></span></span></span></span></p> +<p class="katex-block"><span class="katex-display"><span class="katex"><span class="katex-mathml"><math xmlns="http://www.w3.org/1998/Math/MathML" display="block"><semantics><mrow><mi>T</mi><mo>=</mo><mrow><mo fence="true">[</mo><mtable rowspacing="0.16em" columnalign="center" columnspacing="1em"><mtr><mtd><mstyle scriptlevel="0" displaystyle="false"><msubsup><mi>T</mi><mn>1</mn><mrow><mi>j</mi><mo>+</mo><mn>1</mn></mrow></msubsup></mstyle></mtd></mtr><mtr><mtd><mstyle scriptlevel="0" displaystyle="false"><msubsup><mi>T</mi><mn>2</mn><mrow><mi>j</mi><mo>+</mo><mn>1</mn></mrow></msubsup></mstyle></mtd></mtr><mtr><mtd><mstyle scriptlevel="0" displaystyle="false"><mi><mi mathvariant="normal">⋮</mi><mpadded height="0em" voffset="0em"><mspace mathbackground="black" width="0em" height="1.5em"></mspace></mpadded></mi></mstyle></mtd></mtr><mtr><mtd><mstyle scriptlevel="0" displaystyle="false"><msubsup><mi>T</mi><mrow><mi>N</mi><mo>−</mo><mn>1</mn></mrow><mrow><mi>j</mi><mo>+</mo><mn>1</mn></mrow></msubsup></mstyle></mtd></mtr></mtable><mo fence="true">]</mo></mrow><mspace linebreak="newline"></mspace><mspace linebreak="newline"></mspace><mi>A</mi><mo>=</mo><mrow><mo fence="true">[</mo><mtable rowspacing="0.16em" columnalign="center center center center center" columnspacing="1em"><mtr><mtd><mstyle scriptlevel="0" displaystyle="false"><mrow><mn>1</mn><mo>+</mo><mn>2</mn><mfrac><mrow><mi>ν</mi><mi mathvariant="normal">Δ</mi><mi>t</mi></mrow><mrow><mi mathvariant="normal">Δ</mi><msup><mi>x</mi><mn>2</mn></msup></mrow></mfrac></mrow></mstyle></mtd><mtd><mstyle scriptlevel="0" displaystyle="false"><mrow><mo>−</mo><mfrac><mrow><mi>ν</mi><mi mathvariant="normal">Δ</mi><mi>t</mi></mrow><mrow><mi mathvariant="normal">Δ</mi><msup><mi>x</mi><mn>2</mn></msup></mrow></mfrac></mrow></mstyle></mtd><mtd><mstyle scriptlevel="0" displaystyle="false"><mn>0</mn></mstyle></mtd><mtd><mstyle scriptlevel="0" displaystyle="false"><mo lspace="0em" rspace="0em">⋯</mo></mstyle></mtd><mtd><mstyle scriptlevel="0" displaystyle="false"><mn>0</mn></mstyle></mtd></mtr><mtr><mtd><mstyle scriptlevel="0" displaystyle="false"><mrow><mo>−</mo><mfrac><mrow><mi>ν</mi><mi mathvariant="normal">Δ</mi><mi>t</mi></mrow><mrow><mi mathvariant="normal">Δ</mi><msup><mi>x</mi><mn>2</mn></msup></mrow></mfrac></mrow></mstyle></mtd><mtd><mstyle scriptlevel="0" displaystyle="false"><mrow><mn>1</mn><mo>+</mo><mn>2</mn><mfrac><mrow><mi>ν</mi><mi mathvariant="normal">Δ</mi><mi>t</mi></mrow><mrow><mi mathvariant="normal">Δ</mi><msup><mi>x</mi><mn>2</mn></msup></mrow></mfrac></mrow></mstyle></mtd><mtd><mstyle scriptlevel="0" displaystyle="false"><mrow><mo>−</mo><mfrac><mrow><mi>ν</mi><mi mathvariant="normal">Δ</mi><mi>t</mi></mrow><mrow><mi mathvariant="normal">Δ</mi><msup><mi>x</mi><mn>2</mn></msup></mrow></mfrac></mrow></mstyle></mtd><mtd><mstyle scriptlevel="0" displaystyle="false"><mo lspace="0em" rspace="0em">⋯</mo></mstyle></mtd><mtd><mstyle scriptlevel="0" displaystyle="false"><mn>0</mn></mstyle></mtd></mtr><mtr><mtd><mstyle scriptlevel="0" displaystyle="false"><mn>0</mn></mstyle></mtd><mtd><mstyle scriptlevel="0" displaystyle="false"><mrow><mo>−</mo><mfrac><mrow><mi>ν</mi><mi mathvariant="normal">Δ</mi><mi>t</mi></mrow><mrow><mi mathvariant="normal">Δ</mi><msup><mi>x</mi><mn>2</mn></msup></mrow></mfrac></mrow></mstyle></mtd><mtd><mstyle scriptlevel="0" displaystyle="false"><mrow><mn>1</mn><mo>+</mo><mn>2</mn><mfrac><mrow><mi>ν</mi><mi mathvariant="normal">Δ</mi><mi>t</mi></mrow><mrow><mi mathvariant="normal">Δ</mi><msup><mi>x</mi><mn>2</mn></msup></mrow></mfrac></mrow></mstyle></mtd><mtd><mstyle scriptlevel="0" displaystyle="false"><mo lspace="0em" rspace="0em">⋯</mo></mstyle></mtd><mtd><mstyle scriptlevel="0" displaystyle="false"><mn>0</mn></mstyle></mtd></mtr><mtr><mtd><mstyle scriptlevel="0" displaystyle="false"><mi><mi mathvariant="normal">⋮</mi><mpadded height="0em" voffset="0em"><mspace mathbackground="black" width="0em" height="1.5em"></mspace></mpadded></mi></mstyle></mtd><mtd><mstyle scriptlevel="0" displaystyle="false"><mi><mi mathvariant="normal">⋮</mi><mpadded height="0em" voffset="0em"><mspace mathbackground="black" width="0em" height="1.5em"></mspace></mpadded></mi></mstyle></mtd><mtd><mstyle scriptlevel="0" displaystyle="false"><mi><mi mathvariant="normal">⋮</mi><mpadded height="0em" voffset="0em"><mspace mathbackground="black" width="0em" height="1.5em"></mspace></mpadded></mi></mstyle></mtd><mtd><mstyle scriptlevel="0" displaystyle="false"><mo lspace="0em" rspace="0em">⋱</mo></mstyle></mtd><mtd><mstyle scriptlevel="0" displaystyle="false"><mi><mi mathvariant="normal">⋮</mi><mpadded height="0em" voffset="0em"><mspace mathbackground="black" width="0em" height="1.5em"></mspace></mpadded></mi></mstyle></mtd></mtr><mtr><mtd><mstyle scriptlevel="0" displaystyle="false"><mn>0</mn></mstyle></mtd><mtd><mstyle scriptlevel="0" displaystyle="false"><mn>0</mn></mstyle></mtd><mtd><mstyle scriptlevel="0" displaystyle="false"><mn>0</mn></mstyle></mtd><mtd><mstyle scriptlevel="0" displaystyle="false"><mo lspace="0em" rspace="0em">⋯</mo></mstyle></mtd><mtd><mstyle scriptlevel="0" displaystyle="false"><mrow><mn>1</mn><mo>+</mo><mn>2</mn><mfrac><mrow><mi>ν</mi><mi mathvariant="normal">Δ</mi><mi>t</mi></mrow><mrow><mi mathvariant="normal">Δ</mi><msup><mi>x</mi><mn>2</mn></msup></mrow></mfrac></mrow></mstyle></mtd></mtr></mtable><mo fence="true">]</mo></mrow><mspace linebreak="newline"></mspace><mspace linebreak="newline"></mspace><mi>b</mi><mo>=</mo><mrow><mo fence="true">[</mo><mtable rowspacing="0.16em" columnalign="center" columnspacing="1em"><mtr><mtd><mstyle scriptlevel="0" displaystyle="false"><mrow><msubsup><mi>T</mi><mn>1</mn><mi>j</mi></msubsup><mo>+</mo><mfrac><mrow><mi>ν</mi><mi mathvariant="normal">Δ</mi><mi>t</mi></mrow><mrow><mi mathvariant="normal">Δ</mi><msup><mi>x</mi><mn>2</mn></msup></mrow></mfrac><msubsup><mi>T</mi><mn>0</mn><mi>j</mi></msubsup></mrow></mstyle></mtd></mtr><mtr><mtd><mstyle scriptlevel="0" displaystyle="false"><msubsup><mi>T</mi><mn>2</mn><mi>j</mi></msubsup></mstyle></mtd></mtr><mtr><mtd><mstyle scriptlevel="0" displaystyle="false"><mi><mi mathvariant="normal">⋮</mi><mpadded height="0em" voffset="0em"><mspace mathbackground="black" width="0em" height="1.5em"></mspace></mpadded></mi></mstyle></mtd></mtr><mtr><mtd><mstyle scriptlevel="0" displaystyle="false"><mrow><msubsup><mi>T</mi><mrow><mi>N</mi><mo>−</mo><mn>1</mn></mrow><mi>j</mi></msubsup><mo>+</mo><mfrac><mrow><mi>ν</mi><mi mathvariant="normal">Δ</mi><mi>t</mi></mrow><mrow><mi mathvariant="normal">Δ</mi><msup><mi>x</mi><mn>2</mn></msup></mrow></mfrac><msubsup><mi>T</mi><mi>N</mi><mi>j</mi></msubsup></mrow></mstyle></mtd></mtr></mtable><mo fence="true">]</mo></mrow></mrow><annotation encoding="application/x-tex">T = \begin{bmatrix} +T_1^{j+1} \\ +T_2^{j+1} \\ +\vdots \\ +T_{N-1}^{j+1} +\end{bmatrix}\\ +\newline +A = \begin{bmatrix} +1+2\frac{\nu \Delta t}{\Delta x^2} & -\frac{\nu \Delta t}{\Delta x^2} & 0 & \cdots & 0 \\ +-\frac{\nu \Delta t}{\Delta x^2} & 1+2\frac{\nu \Delta t}{\Delta x^2} & -\frac{\nu \Delta t}{\Delta x^2} & \cdots & 0 \\ +0 & -\frac{\nu \Delta t}{\Delta x^2} & 1+2\frac{\nu \Delta t}{\Delta x^2} & \cdots & 0 \\ +\vdots & \vdots & \vdots & \ddots & \vdots \\ +0 & 0 & 0 & \cdots & 1+2\frac{\nu \Delta t}{\Delta x^2} +\end{bmatrix}\\ +\newline +b = \begin{bmatrix} +T_1^j + \frac{\nu \Delta t}{\Delta x^2}T_0^j \\ +T_2^j \\ +\vdots \\ +T_{N-1}^j + \frac{\nu \Delta t}{\Delta x^2}T_N^j +\end{bmatrix} + + +</annotation></semantics></math></span><span class="katex-html" aria-hidden="true"><span class="base"><span class="strut" style="height:0.6833em;"></span><span class="mord mathnormal" style="margin-right:0.13889em;">T</span><span class="mspace" style="margin-right:0.2778em;"></span><span class="mrel">=</span><span class="mspace" style="margin-right:0.2778em;"></span></span><span class="base"><span class="strut" style="height:5.7677em;vertical-align:-2.6339em;"></span><span class="minner"><span class="mopen"><span class="delimsizing mult"><span class="vlist-t vlist-t2"><span class="vlist-r"><span class="vlist" style="height:2.95em;"><span style="top:-4.95em;"><span class="pstrut" style="height:7.4em;"></span><span style="width:0.667em;height:5.400em;"><svg xmlns="http://www.w3.org/2000/svg" width="0.667em" height="5.400em" viewBox="0 0 667 5400"><path d="M403 1759 V84 H666 V0 H319 V1759 v1800 v1759 h347 v-84 +H403z M403 1759 V0 H319 V1759 v1800 v1759 h84z"></path></svg></span></span></span><span class="vlist-s">​</span></span><span class="vlist-r"><span class="vlist" style="height:2.45em;"><span></span></span></span></span></span></span><span class="mord"><span class="mtable"><span class="col-align-c"><span class="vlist-t vlist-t2"><span class="vlist-r"><span class="vlist" style="height:3.1339em;"><span style="top:-5.8788em;"><span class="pstrut" style="height:3.6875em;"></span><span class="mord"><span class="mord"><span class="mord mathnormal" style="margin-right:0.13889em;">T</span><span class="msupsub"><span class="vlist-t vlist-t2"><span class="vlist-r"><span class="vlist" style="height:0.9426em;"><span style="top:-2.4337em;margin-left:-0.1389em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mtight">1</span></span></span><span style="top:-3.1809em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mtight"><span class="mord mathnormal mtight" style="margin-right:0.05724em;">j</span><span class="mbin mtight">+</span><span class="mord mtight">1</span></span></span></span></span><span class="vlist-s">​</span></span><span class="vlist-r"><span class="vlist" style="height:0.2663em;"><span></span></span></span></span></span></span></span></span><span style="top:-4.5762em;"><span class="pstrut" style="height:3.6875em;"></span><span class="mord"><span class="mord"><span class="mord mathnormal" style="margin-right:0.13889em;">T</span><span class="msupsub"><span class="vlist-t vlist-t2"><span class="vlist-r"><span class="vlist" style="height:0.9426em;"><span style="top:-2.4337em;margin-left:-0.1389em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mtight">2</span></span></span><span style="top:-3.1809em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mtight"><span class="mord mathnormal mtight" style="margin-right:0.05724em;">j</span><span class="mbin mtight">+</span><span class="mord mtight">1</span></span></span></span></span><span class="vlist-s">​</span></span><span class="vlist-r"><span class="vlist" style="height:0.2663em;"><span></span></span></span></span></span></span></span></span><span style="top:-2.7162em;"><span class="pstrut" style="height:3.6875em;"></span><span class="mord"><span class="mord"><span class="mord">⋮</span><span class="mord rule" style="border-right-width:0em;border-top-width:1.5em;bottom:0em;"></span></span></span></span><span style="top:-1.4136em;"><span class="pstrut" style="height:3.6875em;"></span><span class="mord"><span class="mord"><span class="mord mathnormal" style="margin-right:0.13889em;">T</span><span class="msupsub"><span class="vlist-t vlist-t2"><span class="vlist-r"><span class="vlist" style="height:0.9426em;"><span style="top:-2.4065em;margin-left:-0.1389em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mtight"><span class="mord mathnormal mtight" style="margin-right:0.10903em;">N</span><span class="mbin mtight">−</span><span class="mord mtight">1</span></span></span></span><span style="top:-3.1809em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mtight"><span class="mord mathnormal mtight" style="margin-right:0.05724em;">j</span><span class="mbin mtight">+</span><span class="mord mtight">1</span></span></span></span></span><span class="vlist-s">​</span></span><span class="vlist-r"><span class="vlist" style="height:0.3519em;"><span></span></span></span></span></span></span></span></span></span><span class="vlist-s">​</span></span><span class="vlist-r"><span class="vlist" style="height:2.6339em;"><span></span></span></span></span></span></span></span><span class="mclose"><span class="delimsizing mult"><span class="vlist-t vlist-t2"><span class="vlist-r"><span class="vlist" style="height:2.95em;"><span style="top:-4.95em;"><span class="pstrut" style="height:7.4em;"></span><span style="width:0.667em;height:5.400em;"><svg xmlns="http://www.w3.org/2000/svg" width="0.667em" height="5.400em" viewBox="0 0 667 5400"><path d="M347 1759 V0 H0 V84 H263 V1759 v1800 v1759 H0 v84 H347z +M347 1759 V0 H263 V1759 v1800 v1759 h84z"></path></svg></span></span></span><span class="vlist-s">​</span></span><span class="vlist-r"><span class="vlist" style="height:2.45em;"><span></span></span></span></span></span></span></span></span><span class="mspace newline"></span><span class="mspace newline"></span><span class="base"><span class="strut" style="height:0.6833em;"></span><span class="mord mathnormal">A</span><span class="mspace" style="margin-right:0.2778em;"></span><span class="mrel">=</span><span class="mspace" style="margin-right:0.2778em;"></span></span><span class="base"><span class="strut" style="height:6.7893em;vertical-align:-3.1447em;"></span><span class="minner"><span class="mopen"><span class="delimsizing mult"><span class="vlist-t vlist-t2"><span class="vlist-r"><span class="vlist" style="height:3.55em;"><span style="top:-5.55em;"><span class="pstrut" style="height:8.6em;"></span><span style="width:0.667em;height:6.600em;"><svg xmlns="http://www.w3.org/2000/svg" width="0.667em" height="6.600em" viewBox="0 0 667 6600"><path d="M403 1759 V84 H666 V0 H319 V1759 v3000 v1759 h347 v-84 +H403z M403 1759 V0 H319 V1759 v3000 v1759 h84z"></path></svg></span></span></span><span class="vlist-s">​</span></span><span class="vlist-r"><span class="vlist" style="height:3.05em;"><span></span></span></span></span></span></span><span class="mord"><span class="mtable"><span class="col-align-c"><span class="vlist-t vlist-t2"><span class="vlist-r"><span class="vlist" style="height:3.6447em;"><span style="top:-6.4598em;"><span class="pstrut" style="height:3.6875em;"></span><span class="mord"><span class="mord">1</span><span class="mspace" style="margin-right:0.2222em;"></span><span class="mbin">+</span><span class="mspace" style="margin-right:0.2222em;"></span><span class="mord">2</span><span class="mord"><span class="mopen nulldelimiter"></span><span class="mfrac"><span class="vlist-t vlist-t2"><span class="vlist-r"><span class="vlist" style="height:0.8723em;"><span style="top:-2.655em;"><span class="pstrut" style="height:3em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mtight"><span class="mord mtight">Δ</span><span class="mord mtight"><span class="mord mathnormal mtight">x</span><span class="msupsub"><span class="vlist-t"><span class="vlist-r"><span class="vlist" style="height:0.7463em;"><span style="top:-2.786em;margin-right:0.0714em;"><span class="pstrut" style="height:2.5em;"></span><span class="sizing reset-size3 size1 mtight"><span class="mord mtight">2</span></span></span></span></span></span></span></span></span></span></span><span style="top:-3.23em;"><span class="pstrut" style="height:3em;"></span><span class="frac-line" style="border-bottom-width:0.04em;"></span></span><span style="top:-3.394em;"><span class="pstrut" style="height:3em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mtight"><span class="mord mathnormal mtight" style="margin-right:0.06366em;">ν</span><span class="mord mtight">Δ</span><span class="mord mathnormal mtight">t</span></span></span></span></span><span class="vlist-s">​</span></span><span class="vlist-r"><span class="vlist" style="height:0.345em;"><span></span></span></span></span></span><span class="mclose nulldelimiter"></span></span></span></span><span style="top:-5.2275em;"><span class="pstrut" style="height:3.6875em;"></span><span class="mord"><span class="mord">−</span><span class="mord"><span class="mopen nulldelimiter"></span><span class="mfrac"><span class="vlist-t vlist-t2"><span class="vlist-r"><span class="vlist" style="height:0.8723em;"><span style="top:-2.655em;"><span class="pstrut" style="height:3em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mtight"><span class="mord mtight">Δ</span><span class="mord mtight"><span class="mord mathnormal mtight">x</span><span class="msupsub"><span class="vlist-t"><span class="vlist-r"><span class="vlist" style="height:0.7463em;"><span style="top:-2.786em;margin-right:0.0714em;"><span class="pstrut" style="height:2.5em;"></span><span class="sizing reset-size3 size1 mtight"><span class="mord mtight">2</span></span></span></span></span></span></span></span></span></span></span><span style="top:-3.23em;"><span class="pstrut" style="height:3em;"></span><span class="frac-line" style="border-bottom-width:0.04em;"></span></span><span style="top:-3.394em;"><span class="pstrut" style="height:3em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mtight"><span class="mord mathnormal mtight" style="margin-right:0.06366em;">ν</span><span class="mord mtight">Δ</span><span class="mord mathnormal mtight">t</span></span></span></span></span><span class="vlist-s">​</span></span><span class="vlist-r"><span class="vlist" style="height:0.345em;"><span></span></span></span></span></span><span class="mclose nulldelimiter"></span></span></span></span><span style="top:-3.9952em;"><span class="pstrut" style="height:3.6875em;"></span><span class="mord"><span class="mord">0</span></span></span><span style="top:-2.1352em;"><span class="pstrut" style="height:3.6875em;"></span><span class="mord"><span class="mord"><span class="mord">⋮</span><span class="mord rule" style="border-right-width:0em;border-top-width:1.5em;bottom:0em;"></span></span></span></span><span style="top:-0.9028em;"><span class="pstrut" style="height:3.6875em;"></span><span class="mord"><span class="mord">0</span></span></span></span><span class="vlist-s">​</span></span><span class="vlist-r"><span class="vlist" style="height:3.1447em;"><span></span></span></span></span></span><span class="arraycolsep" style="width:0.5em;"></span><span class="arraycolsep" style="width:0.5em;"></span><span class="col-align-c"><span class="vlist-t vlist-t2"><span class="vlist-r"><span class="vlist" style="height:3.6447em;"><span style="top:-6.4598em;"><span class="pstrut" style="height:3.6875em;"></span><span class="mord"><span class="mord">−</span><span class="mord"><span class="mopen nulldelimiter"></span><span class="mfrac"><span class="vlist-t vlist-t2"><span class="vlist-r"><span class="vlist" style="height:0.8723em;"><span style="top:-2.655em;"><span class="pstrut" style="height:3em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mtight"><span class="mord mtight">Δ</span><span class="mord mtight"><span class="mord mathnormal mtight">x</span><span class="msupsub"><span class="vlist-t"><span class="vlist-r"><span class="vlist" style="height:0.7463em;"><span style="top:-2.786em;margin-right:0.0714em;"><span class="pstrut" style="height:2.5em;"></span><span class="sizing reset-size3 size1 mtight"><span class="mord mtight">2</span></span></span></span></span></span></span></span></span></span></span><span style="top:-3.23em;"><span class="pstrut" style="height:3em;"></span><span class="frac-line" style="border-bottom-width:0.04em;"></span></span><span style="top:-3.394em;"><span class="pstrut" style="height:3em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mtight"><span class="mord mathnormal mtight" style="margin-right:0.06366em;">ν</span><span class="mord mtight">Δ</span><span class="mord mathnormal mtight">t</span></span></span></span></span><span class="vlist-s">​</span></span><span class="vlist-r"><span class="vlist" style="height:0.345em;"><span></span></span></span></span></span><span class="mclose nulldelimiter"></span></span></span></span><span style="top:-5.2275em;"><span class="pstrut" style="height:3.6875em;"></span><span class="mord"><span class="mord">1</span><span class="mspace" style="margin-right:0.2222em;"></span><span class="mbin">+</span><span class="mspace" style="margin-right:0.2222em;"></span><span class="mord">2</span><span class="mord"><span class="mopen nulldelimiter"></span><span class="mfrac"><span class="vlist-t vlist-t2"><span class="vlist-r"><span class="vlist" style="height:0.8723em;"><span style="top:-2.655em;"><span class="pstrut" style="height:3em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mtight"><span class="mord mtight">Δ</span><span class="mord mtight"><span class="mord mathnormal mtight">x</span><span class="msupsub"><span class="vlist-t"><span class="vlist-r"><span class="vlist" style="height:0.7463em;"><span style="top:-2.786em;margin-right:0.0714em;"><span class="pstrut" style="height:2.5em;"></span><span class="sizing reset-size3 size1 mtight"><span class="mord mtight">2</span></span></span></span></span></span></span></span></span></span></span><span style="top:-3.23em;"><span class="pstrut" style="height:3em;"></span><span class="frac-line" style="border-bottom-width:0.04em;"></span></span><span style="top:-3.394em;"><span class="pstrut" style="height:3em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mtight"><span class="mord mathnormal mtight" style="margin-right:0.06366em;">ν</span><span class="mord mtight">Δ</span><span class="mord mathnormal mtight">t</span></span></span></span></span><span class="vlist-s">​</span></span><span class="vlist-r"><span class="vlist" style="height:0.345em;"><span></span></span></span></span></span><span class="mclose nulldelimiter"></span></span></span></span><span style="top:-3.9952em;"><span class="pstrut" style="height:3.6875em;"></span><span class="mord"><span class="mord">−</span><span class="mord"><span class="mopen nulldelimiter"></span><span class="mfrac"><span class="vlist-t vlist-t2"><span class="vlist-r"><span class="vlist" style="height:0.8723em;"><span style="top:-2.655em;"><span class="pstrut" style="height:3em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mtight"><span class="mord mtight">Δ</span><span class="mord mtight"><span class="mord mathnormal mtight">x</span><span class="msupsub"><span class="vlist-t"><span class="vlist-r"><span class="vlist" style="height:0.7463em;"><span style="top:-2.786em;margin-right:0.0714em;"><span class="pstrut" style="height:2.5em;"></span><span class="sizing reset-size3 size1 mtight"><span class="mord mtight">2</span></span></span></span></span></span></span></span></span></span></span><span style="top:-3.23em;"><span class="pstrut" style="height:3em;"></span><span class="frac-line" style="border-bottom-width:0.04em;"></span></span><span style="top:-3.394em;"><span class="pstrut" style="height:3em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mtight"><span class="mord mathnormal mtight" style="margin-right:0.06366em;">ν</span><span class="mord mtight">Δ</span><span class="mord mathnormal mtight">t</span></span></span></span></span><span class="vlist-s">​</span></span><span class="vlist-r"><span class="vlist" style="height:0.345em;"><span></span></span></span></span></span><span class="mclose nulldelimiter"></span></span></span></span><span style="top:-2.1352em;"><span class="pstrut" style="height:3.6875em;"></span><span class="mord"><span class="mord"><span class="mord">⋮</span><span class="mord rule" style="border-right-width:0em;border-top-width:1.5em;bottom:0em;"></span></span></span></span><span style="top:-0.9028em;"><span class="pstrut" style="height:3.6875em;"></span><span class="mord"><span class="mord">0</span></span></span></span><span class="vlist-s">​</span></span><span class="vlist-r"><span class="vlist" style="height:3.1447em;"><span></span></span></span></span></span><span class="arraycolsep" style="width:0.5em;"></span><span class="arraycolsep" style="width:0.5em;"></span><span class="col-align-c"><span class="vlist-t vlist-t2"><span class="vlist-r"><span class="vlist" style="height:3.6447em;"><span style="top:-6.4598em;"><span class="pstrut" style="height:3.6875em;"></span><span class="mord"><span class="mord">0</span></span></span><span style="top:-5.2275em;"><span class="pstrut" style="height:3.6875em;"></span><span class="mord"><span class="mord">−</span><span class="mord"><span class="mopen nulldelimiter"></span><span class="mfrac"><span class="vlist-t vlist-t2"><span class="vlist-r"><span class="vlist" style="height:0.8723em;"><span style="top:-2.655em;"><span class="pstrut" style="height:3em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mtight"><span class="mord mtight">Δ</span><span class="mord mtight"><span class="mord mathnormal mtight">x</span><span class="msupsub"><span class="vlist-t"><span class="vlist-r"><span class="vlist" style="height:0.7463em;"><span style="top:-2.786em;margin-right:0.0714em;"><span class="pstrut" style="height:2.5em;"></span><span class="sizing reset-size3 size1 mtight"><span class="mord mtight">2</span></span></span></span></span></span></span></span></span></span></span><span style="top:-3.23em;"><span class="pstrut" style="height:3em;"></span><span class="frac-line" style="border-bottom-width:0.04em;"></span></span><span style="top:-3.394em;"><span class="pstrut" style="height:3em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mtight"><span class="mord mathnormal mtight" style="margin-right:0.06366em;">ν</span><span class="mord mtight">Δ</span><span class="mord mathnormal mtight">t</span></span></span></span></span><span class="vlist-s">​</span></span><span class="vlist-r"><span class="vlist" style="height:0.345em;"><span></span></span></span></span></span><span class="mclose nulldelimiter"></span></span></span></span><span style="top:-3.9952em;"><span class="pstrut" style="height:3.6875em;"></span><span class="mord"><span class="mord">1</span><span class="mspace" style="margin-right:0.2222em;"></span><span class="mbin">+</span><span class="mspace" style="margin-right:0.2222em;"></span><span class="mord">2</span><span class="mord"><span class="mopen nulldelimiter"></span><span class="mfrac"><span class="vlist-t vlist-t2"><span class="vlist-r"><span class="vlist" style="height:0.8723em;"><span style="top:-2.655em;"><span class="pstrut" style="height:3em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mtight"><span class="mord mtight">Δ</span><span class="mord mtight"><span class="mord mathnormal mtight">x</span><span class="msupsub"><span class="vlist-t"><span class="vlist-r"><span class="vlist" style="height:0.7463em;"><span style="top:-2.786em;margin-right:0.0714em;"><span class="pstrut" style="height:2.5em;"></span><span class="sizing reset-size3 size1 mtight"><span class="mord mtight">2</span></span></span></span></span></span></span></span></span></span></span><span style="top:-3.23em;"><span class="pstrut" style="height:3em;"></span><span class="frac-line" style="border-bottom-width:0.04em;"></span></span><span style="top:-3.394em;"><span class="pstrut" style="height:3em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mtight"><span class="mord mathnormal mtight" style="margin-right:0.06366em;">ν</span><span class="mord mtight">Δ</span><span class="mord mathnormal mtight">t</span></span></span></span></span><span class="vlist-s">​</span></span><span class="vlist-r"><span class="vlist" style="height:0.345em;"><span></span></span></span></span></span><span class="mclose nulldelimiter"></span></span></span></span><span style="top:-2.1352em;"><span class="pstrut" style="height:3.6875em;"></span><span class="mord"><span class="mord"><span class="mord">⋮</span><span class="mord rule" style="border-right-width:0em;border-top-width:1.5em;bottom:0em;"></span></span></span></span><span style="top:-0.9028em;"><span class="pstrut" style="height:3.6875em;"></span><span class="mord"><span class="mord">0</span></span></span></span><span class="vlist-s">​</span></span><span class="vlist-r"><span class="vlist" style="height:3.1447em;"><span></span></span></span></span></span><span class="arraycolsep" style="width:0.5em;"></span><span class="arraycolsep" style="width:0.5em;"></span><span class="col-align-c"><span class="vlist-t vlist-t2"><span class="vlist-r"><span class="vlist" style="height:3.6447em;"><span style="top:-6.2723em;"><span class="pstrut" style="height:3.5em;"></span><span class="mord"><span class="minner">⋯</span></span></span><span style="top:-5.04em;"><span class="pstrut" style="height:3.5em;"></span><span class="mord"><span class="minner">⋯</span></span></span><span style="top:-3.8077em;"><span class="pstrut" style="height:3.5em;"></span><span class="mord"><span class="minner">⋯</span></span></span><span style="top:-1.9477em;"><span class="pstrut" style="height:3.5em;"></span><span class="mord"><span class="minner">⋱</span></span></span><span style="top:-0.7153em;"><span class="pstrut" style="height:3.5em;"></span><span class="mord"><span class="minner">⋯</span></span></span></span><span class="vlist-s">​</span></span><span class="vlist-r"><span class="vlist" style="height:3.1447em;"><span></span></span></span></span></span><span class="arraycolsep" style="width:0.5em;"></span><span class="arraycolsep" style="width:0.5em;"></span><span class="col-align-c"><span class="vlist-t vlist-t2"><span class="vlist-r"><span class="vlist" style="height:3.6447em;"><span style="top:-6.4598em;"><span class="pstrut" style="height:3.6875em;"></span><span class="mord"><span class="mord">0</span></span></span><span style="top:-5.2275em;"><span class="pstrut" style="height:3.6875em;"></span><span class="mord"><span class="mord">0</span></span></span><span style="top:-3.9952em;"><span class="pstrut" style="height:3.6875em;"></span><span class="mord"><span class="mord">0</span></span></span><span style="top:-2.1352em;"><span class="pstrut" style="height:3.6875em;"></span><span class="mord"><span class="mord"><span class="mord">⋮</span><span class="mord rule" style="border-right-width:0em;border-top-width:1.5em;bottom:0em;"></span></span></span></span><span style="top:-0.9028em;"><span class="pstrut" style="height:3.6875em;"></span><span class="mord"><span class="mord">1</span><span class="mspace" style="margin-right:0.2222em;"></span><span class="mbin">+</span><span class="mspace" style="margin-right:0.2222em;"></span><span class="mord">2</span><span class="mord"><span class="mopen nulldelimiter"></span><span class="mfrac"><span class="vlist-t vlist-t2"><span class="vlist-r"><span class="vlist" style="height:0.8723em;"><span style="top:-2.655em;"><span class="pstrut" style="height:3em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mtight"><span class="mord mtight">Δ</span><span class="mord mtight"><span class="mord mathnormal mtight">x</span><span class="msupsub"><span class="vlist-t"><span class="vlist-r"><span class="vlist" style="height:0.7463em;"><span style="top:-2.786em;margin-right:0.0714em;"><span class="pstrut" style="height:2.5em;"></span><span class="sizing reset-size3 size1 mtight"><span class="mord mtight">2</span></span></span></span></span></span></span></span></span></span></span><span style="top:-3.23em;"><span class="pstrut" style="height:3em;"></span><span class="frac-line" style="border-bottom-width:0.04em;"></span></span><span style="top:-3.394em;"><span class="pstrut" style="height:3em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mtight"><span class="mord mathnormal mtight" style="margin-right:0.06366em;">ν</span><span class="mord mtight">Δ</span><span class="mord mathnormal mtight">t</span></span></span></span></span><span class="vlist-s">​</span></span><span class="vlist-r"><span class="vlist" style="height:0.345em;"><span></span></span></span></span></span><span class="mclose nulldelimiter"></span></span></span></span></span><span class="vlist-s">​</span></span><span class="vlist-r"><span class="vlist" style="height:3.1447em;"><span></span></span></span></span></span></span></span><span class="mclose"><span class="delimsizing mult"><span class="vlist-t vlist-t2"><span class="vlist-r"><span class="vlist" style="height:3.55em;"><span style="top:-5.55em;"><span class="pstrut" style="height:8.6em;"></span><span style="width:0.667em;height:6.600em;"><svg xmlns="http://www.w3.org/2000/svg" width="0.667em" height="6.600em" viewBox="0 0 667 6600"><path d="M347 1759 V0 H0 V84 H263 V1759 v3000 v1759 H0 v84 H347z +M347 1759 V0 H263 V1759 v3000 v1759 h84z"></path></svg></span></span></span><span class="vlist-s">​</span></span><span class="vlist-r"><span class="vlist" style="height:3.05em;"><span></span></span></span></span></span></span></span></span><span class="mspace newline"></span><span class="mspace newline"></span><span class="base"><span class="strut" style="height:0.6944em;"></span><span class="mord mathnormal">b</span><span class="mspace" style="margin-right:0.2778em;"></span><span class="mrel">=</span><span class="mspace" style="margin-right:0.2778em;"></span></span><span class="base"><span class="strut" style="height:5.7677em;vertical-align:-2.6339em;"></span><span class="minner"><span class="mopen"><span class="delimsizing mult"><span class="vlist-t vlist-t2"><span class="vlist-r"><span class="vlist" style="height:2.95em;"><span style="top:-4.95em;"><span class="pstrut" style="height:7.4em;"></span><span style="width:0.667em;height:5.400em;"><svg xmlns="http://www.w3.org/2000/svg" width="0.667em" height="5.400em" viewBox="0 0 667 5400"><path d="M403 1759 V84 H666 V0 H319 V1759 v1800 v1759 h347 v-84 +H403z M403 1759 V0 H319 V1759 v1800 v1759 h84z"></path></svg></span></span></span><span class="vlist-s">​</span></span><span class="vlist-r"><span class="vlist" style="height:2.45em;"><span></span></span></span></span></span></span><span class="mord"><span class="mtable"><span class="col-align-c"><span class="vlist-t vlist-t2"><span class="vlist-r"><span class="vlist" style="height:3.1339em;"><span style="top:-5.8788em;"><span class="pstrut" style="height:3.6875em;"></span><span class="mord"><span class="mord"><span class="mord mathnormal" style="margin-right:0.13889em;">T</span><span class="msupsub"><span class="vlist-t vlist-t2"><span class="vlist-r"><span class="vlist" style="height:0.9426em;"><span style="top:-2.4337em;margin-left:-0.1389em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mtight">1</span></span></span><span style="top:-3.1809em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mathnormal mtight" style="margin-right:0.05724em;">j</span></span></span></span><span class="vlist-s">​</span></span><span class="vlist-r"><span class="vlist" style="height:0.2663em;"><span></span></span></span></span></span></span><span class="mspace" style="margin-right:0.2222em;"></span><span class="mbin">+</span><span class="mspace" style="margin-right:0.2222em;"></span><span class="mord"><span class="mopen nulldelimiter"></span><span class="mfrac"><span class="vlist-t vlist-t2"><span class="vlist-r"><span class="vlist" style="height:0.8723em;"><span style="top:-2.655em;"><span class="pstrut" style="height:3em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mtight"><span class="mord mtight">Δ</span><span class="mord mtight"><span class="mord mathnormal mtight">x</span><span class="msupsub"><span class="vlist-t"><span class="vlist-r"><span class="vlist" style="height:0.7463em;"><span style="top:-2.786em;margin-right:0.0714em;"><span class="pstrut" style="height:2.5em;"></span><span class="sizing reset-size3 size1 mtight"><span class="mord mtight">2</span></span></span></span></span></span></span></span></span></span></span><span style="top:-3.23em;"><span class="pstrut" style="height:3em;"></span><span class="frac-line" style="border-bottom-width:0.04em;"></span></span><span style="top:-3.394em;"><span class="pstrut" style="height:3em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mtight"><span class="mord mathnormal mtight" style="margin-right:0.06366em;">ν</span><span class="mord mtight">Δ</span><span class="mord mathnormal mtight">t</span></span></span></span></span><span class="vlist-s">​</span></span><span class="vlist-r"><span class="vlist" style="height:0.345em;"><span></span></span></span></span></span><span class="mclose nulldelimiter"></span></span><span class="mord"><span class="mord mathnormal" style="margin-right:0.13889em;">T</span><span class="msupsub"><span class="vlist-t vlist-t2"><span class="vlist-r"><span class="vlist" style="height:0.9426em;"><span style="top:-2.4337em;margin-left:-0.1389em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mtight">0</span></span></span><span style="top:-3.1809em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mathnormal mtight" style="margin-right:0.05724em;">j</span></span></span></span><span class="vlist-s">​</span></span><span class="vlist-r"><span class="vlist" style="height:0.2663em;"><span></span></span></span></span></span></span></span></span><span style="top:-4.5762em;"><span class="pstrut" style="height:3.6875em;"></span><span class="mord"><span class="mord"><span class="mord mathnormal" style="margin-right:0.13889em;">T</span><span class="msupsub"><span class="vlist-t vlist-t2"><span class="vlist-r"><span class="vlist" style="height:0.9426em;"><span style="top:-2.4337em;margin-left:-0.1389em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mtight">2</span></span></span><span style="top:-3.1809em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mathnormal mtight" style="margin-right:0.05724em;">j</span></span></span></span><span class="vlist-s">​</span></span><span class="vlist-r"><span class="vlist" style="height:0.2663em;"><span></span></span></span></span></span></span></span></span><span style="top:-2.7162em;"><span class="pstrut" style="height:3.6875em;"></span><span class="mord"><span class="mord"><span class="mord">⋮</span><span class="mord rule" style="border-right-width:0em;border-top-width:1.5em;bottom:0em;"></span></span></span></span><span style="top:-1.4136em;"><span class="pstrut" style="height:3.6875em;"></span><span class="mord"><span class="mord"><span class="mord mathnormal" style="margin-right:0.13889em;">T</span><span class="msupsub"><span class="vlist-t vlist-t2"><span class="vlist-r"><span class="vlist" style="height:0.9426em;"><span style="top:-2.4065em;margin-left:-0.1389em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mtight"><span class="mord mathnormal mtight" style="margin-right:0.10903em;">N</span><span class="mbin mtight">−</span><span class="mord mtight">1</span></span></span></span><span style="top:-3.1809em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mathnormal mtight" style="margin-right:0.05724em;">j</span></span></span></span><span class="vlist-s">​</span></span><span class="vlist-r"><span class="vlist" style="height:0.3519em;"><span></span></span></span></span></span></span><span class="mspace" style="margin-right:0.2222em;"></span><span class="mbin">+</span><span class="mspace" style="margin-right:0.2222em;"></span><span class="mord"><span class="mopen nulldelimiter"></span><span class="mfrac"><span class="vlist-t vlist-t2"><span class="vlist-r"><span class="vlist" style="height:0.8723em;"><span style="top:-2.655em;"><span class="pstrut" style="height:3em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mtight"><span class="mord mtight">Δ</span><span class="mord mtight"><span class="mord mathnormal mtight">x</span><span class="msupsub"><span class="vlist-t"><span class="vlist-r"><span class="vlist" style="height:0.7463em;"><span style="top:-2.786em;margin-right:0.0714em;"><span class="pstrut" style="height:2.5em;"></span><span class="sizing reset-size3 size1 mtight"><span class="mord mtight">2</span></span></span></span></span></span></span></span></span></span></span><span style="top:-3.23em;"><span class="pstrut" style="height:3em;"></span><span class="frac-line" style="border-bottom-width:0.04em;"></span></span><span style="top:-3.394em;"><span class="pstrut" style="height:3em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mtight"><span class="mord mathnormal mtight" style="margin-right:0.06366em;">ν</span><span class="mord mtight">Δ</span><span class="mord mathnormal mtight">t</span></span></span></span></span><span class="vlist-s">​</span></span><span class="vlist-r"><span class="vlist" style="height:0.345em;"><span></span></span></span></span></span><span class="mclose nulldelimiter"></span></span><span class="mord"><span class="mord mathnormal" style="margin-right:0.13889em;">T</span><span class="msupsub"><span class="vlist-t vlist-t2"><span class="vlist-r"><span class="vlist" style="height:0.9426em;"><span style="top:-2.4065em;margin-left:-0.1389em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mathnormal mtight" style="margin-right:0.10903em;">N</span></span></span><span style="top:-3.1809em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mathnormal mtight" style="margin-right:0.05724em;">j</span></span></span></span><span class="vlist-s">​</span></span><span class="vlist-r"><span class="vlist" style="height:0.2935em;"><span></span></span></span></span></span></span></span></span></span><span class="vlist-s">​</span></span><span class="vlist-r"><span class="vlist" style="height:2.6339em;"><span></span></span></span></span></span></span></span><span class="mclose"><span class="delimsizing mult"><span class="vlist-t vlist-t2"><span class="vlist-r"><span class="vlist" style="height:2.95em;"><span style="top:-4.95em;"><span class="pstrut" style="height:7.4em;"></span><span style="width:0.667em;height:5.400em;"><svg xmlns="http://www.w3.org/2000/svg" width="0.667em" height="5.400em" viewBox="0 0 667 5400"><path d="M347 1759 V0 H0 V84 H263 V1759 v1800 v1759 H0 v84 H347z +M347 1759 V0 H263 V1759 v1800 v1759 h84z"></path></svg></span></span></span><span class="vlist-s">​</span></span><span class="vlist-r"><span class="vlist" style="height:2.45em;"><span></span></span></span></span></span></span></span></span></span></span></span></p> +<p data-line="149" class="code-line" dir="auto">The A matrix is an identity matrix for the CDS-FDT case. The b vector is elaborated where the boundaries are implemented intrinsically. In the latter case, CDS-BDT, the matrix A is tridiagonal and the boundaries in the b vector are explicitly implemented. No iteration is required in the implicit scheme because the dependence on time is linear, a.k.a., the power of the unknowns is 1.</p> +<p data-line="151" class="code-line" dir="auto"><strong>Question 6</strong></p> +<p data-line="153" class="code-line" dir="auto">Add an image of the results corresponding to Task 3.8 at t=1500 sec and at t=10000 sec.</p> +<p data-line="155" class="code-line" dir="auto"><em>Insert image here.</em></p> +<p data-line="157" class="code-line" dir="auto"><img src=".\figures\step1500.png" alt="image4" data-src=".\figures\step1500.png"></p> +<p data-line="159" class="code-line" dir="auto"><img src=".\figures\step10000.png" alt="image5" data-src=".\figures\step10000.png"></p> +<p data-line="161" class="code-line" dir="auto">At t=1500 sec a parabola connecting the Dirichlet BC are observed with a minimum value around x=0.15m. At t=10000 sec an almost straight line connecting the Dirichlet BC are observed, the steady state solution is almost reached around this moment.</p> +<p data-line="163" class="code-line" dir="auto"><strong>Question 7</strong></p> +<p data-line="165" class="code-line" dir="auto">From your results of task 3.4 you can observe a dependency on the parameter <span class="katex"><span class="katex-mathml"><math xmlns="http://www.w3.org/1998/Math/MathML"><semantics><mrow><mi>ν</mi><mi mathvariant="normal">Δ</mi><mi>t</mi><mi mathvariant="normal">/</mi><mi mathvariant="normal">Δ</mi><msup><mi>x</mi><mn>2</mn></msup></mrow><annotation encoding="application/x-tex">\nu \Delta t / \Delta x^2</annotation></semantics></math></span><span class="katex-html" aria-hidden="true"><span class="base"><span class="strut" style="height:1.0641em;vertical-align:-0.25em;"></span><span class="mord mathnormal" style="margin-right:0.06366em;">ν</span><span class="mord">Δ</span><span class="mord mathnormal">t</span><span class="mord">/Δ</span><span class="mord"><span class="mord mathnormal">x</span><span class="msupsub"><span class="vlist-t"><span class="vlist-r"><span class="vlist" style="height:0.8141em;"><span style="top:-3.063em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mtight">2</span></span></span></span></span></span></span></span></span></span></span>. Vary <span class="katex"><span class="katex-mathml"><math xmlns="http://www.w3.org/1998/Math/MathML"><semantics><mrow><mi mathvariant="normal">Δ</mi><mi>t</mi></mrow><annotation encoding="application/x-tex">\Delta t</annotation></semantics></math></span><span class="katex-html" aria-hidden="true"><span class="base"><span class="strut" style="height:0.6833em;"></span><span class="mord">Δ</span><span class="mord mathnormal">t</span></span></span></span> until you find the stability limit of the Explicit scheme (also print the parameter <span class="katex"><span class="katex-mathml"><math xmlns="http://www.w3.org/1998/Math/MathML"><semantics><mrow><mi mathvariant="normal">Δ</mi><mi>t</mi><mi mathvariant="normal">/</mi><mi mathvariant="normal">Δ</mi><msup><mi>x</mi><mn>2</mn></msup></mrow><annotation encoding="application/x-tex">\Delta t / \Delta x^2</annotation></semantics></math></span><span class="katex-html" aria-hidden="true"><span class="base"><span class="strut" style="height:1.0641em;vertical-align:-0.25em;"></span><span class="mord">Δ</span><span class="mord mathnormal">t</span><span class="mord">/Δ</span><span class="mord"><span class="mord mathnormal">x</span><span class="msupsub"><span class="vlist-t"><span class="vlist-r"><span class="vlist" style="height:0.8141em;"><span style="top:-3.063em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mtight">2</span></span></span></span></span></span></span></span></span></span></span>). What is its value? Now, define <span class="katex"><span class="katex-mathml"><math xmlns="http://www.w3.org/1998/Math/MathML"><semantics><mrow><mi mathvariant="normal">Δ</mi><mi>x</mi></mrow><annotation encoding="application/x-tex">\Delta x</annotation></semantics></math></span><span class="katex-html" aria-hidden="true"><span class="base"><span class="strut" style="height:0.6833em;"></span><span class="mord">Δ</span><span class="mord mathnormal">x</span></span></span></span> by half (0.01 instead of 0.02) and vary <span class="katex"><span class="katex-mathml"><math xmlns="http://www.w3.org/1998/Math/MathML"><semantics><mrow><mi mathvariant="normal">Δ</mi><mi>t</mi></mrow><annotation encoding="application/x-tex">\Delta t</annotation></semantics></math></span><span class="katex-html" aria-hidden="true"><span class="base"><span class="strut" style="height:0.6833em;"></span><span class="mord">Δ</span><span class="mord mathnormal">t</span></span></span></span> until you find its stability limit and print the parameter <span class="katex"><span class="katex-mathml"><math xmlns="http://www.w3.org/1998/Math/MathML"><semantics><mrow><mi mathvariant="normal">Δ</mi><mi>t</mi><mi mathvariant="normal">/</mi><mi mathvariant="normal">Δ</mi><msup><mi>x</mi><mn>2</mn></msup></mrow><annotation encoding="application/x-tex">\Delta t / \Delta x^2</annotation></semantics></math></span><span class="katex-html" aria-hidden="true"><span class="base"><span class="strut" style="height:1.0641em;vertical-align:-0.25em;"></span><span class="mord">Δ</span><span class="mord mathnormal">t</span><span class="mord">/Δ</span><span class="mord"><span class="mord mathnormal">x</span><span class="msupsub"><span class="vlist-t"><span class="vlist-r"><span class="vlist" style="height:0.8141em;"><span style="top:-3.063em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mtight">2</span></span></span></span></span></span></span></span></span></span></span>. Are the values similar? What is the implication for the computational time?</p> +<p data-line="167" class="code-line" dir="auto"><em>Your answer should include a couple sentences as an explanation, as well as the values of <span class="katex"><span class="katex-mathml"><math xmlns="http://www.w3.org/1998/Math/MathML"><semantics><mrow><mi mathvariant="normal">Δ</mi><mi>t</mi></mrow><annotation encoding="application/x-tex">\Delta t</annotation></semantics></math></span><span class="katex-html" aria-hidden="true"><span class="base"><span class="strut" style="height:0.6833em;"></span><span class="mord">Δ</span><span class="mord mathnormal">t</span></span></span></span> at the limit of stability and the computation time for each approach (see last task of WS 1.6 solution for an example of tracking computation time in Python).</em></p> +<p data-line="169" class="code-line" dir="auto"><em>Write your answer here</em></p> +<ul data-line="171" class="code-line" dir="auto"> +<li data-line="171" class="code-line" dir="auto">The dx could have been interpreted as <span class="katex"><span class="katex-mathml"><math xmlns="http://www.w3.org/1998/Math/MathML"><semantics><mrow><mi>d</mi><mi>x</mi><mo>=</mo><mn>0.3</mn><mi mathvariant="normal">/</mi><mn>15</mn><mo>=</mo><mn>0.02</mn><mi>m</mi></mrow><annotation encoding="application/x-tex">dx=0.3/15=0.02m</annotation></semantics></math></span><span class="katex-html" aria-hidden="true"><span class="base"><span class="strut" style="height:0.6944em;"></span><span class="mord mathnormal">d</span><span class="mord mathnormal">x</span><span class="mspace" style="margin-right:0.2778em;"></span><span class="mrel">=</span><span class="mspace" style="margin-right:0.2778em;"></span></span><span class="base"><span class="strut" style="height:1em;vertical-align:-0.25em;"></span><span class="mord">0.3/15</span><span class="mspace" style="margin-right:0.2778em;"></span><span class="mrel">=</span><span class="mspace" style="margin-right:0.2778em;"></span></span><span class="base"><span class="strut" style="height:0.6444em;"></span><span class="mord">0.02</span><span class="mord mathnormal">m</span></span></span></span> or <span class="katex"><span class="katex-mathml"><math xmlns="http://www.w3.org/1998/Math/MathML"><semantics><mrow><mi>d</mi><mi>x</mi><mo>=</mo><mn>0.3</mn><mi mathvariant="normal">/</mi><mn>14</mn><mo>=</mo><mn>0.0214</mn><mi>m</mi></mrow><annotation encoding="application/x-tex">dx=0.3/14=0.0214m</annotation></semantics></math></span><span class="katex-html" aria-hidden="true"><span class="base"><span class="strut" style="height:0.6944em;"></span><span class="mord mathnormal">d</span><span class="mord mathnormal">x</span><span class="mspace" style="margin-right:0.2778em;"></span><span class="mrel">=</span><span class="mspace" style="margin-right:0.2778em;"></span></span><span class="base"><span class="strut" style="height:1em;vertical-align:-0.25em;"></span><span class="mord">0.3/14</span><span class="mspace" style="margin-right:0.2778em;"></span><span class="mrel">=</span><span class="mspace" style="margin-right:0.2778em;"></span></span><span class="base"><span class="strut" style="height:0.6444em;"></span><span class="mord">0.0214</span><span class="mord mathnormal">m</span></span></span></span>.</li> +<li data-line="172" class="code-line" dir="auto">If the former was used, the stability limit was at 50-51 seconds and for <span class="katex"><span class="katex-mathml"><math xmlns="http://www.w3.org/1998/Math/MathML"><semantics><mrow><mi>d</mi><mi>x</mi><mi mathvariant="normal">/</mi><mn>2</mn></mrow><annotation encoding="application/x-tex">dx/2</annotation></semantics></math></span><span class="katex-html" aria-hidden="true"><span class="base"><span class="strut" style="height:1em;vertical-align:-0.25em;"></span><span class="mord mathnormal">d</span><span class="mord mathnormal">x</span><span class="mord">/2</span></span></span></span> it was about 13 seconds.</li> +<li data-line="173" class="code-line" dir="auto">If the latter was used, the stability limit was 58-59 seconds and for <span class="katex"><span class="katex-mathml"><math xmlns="http://www.w3.org/1998/Math/MathML"><semantics><mrow><mi>d</mi><mi>x</mi><mi mathvariant="normal">/</mi><mn>2</mn></mrow><annotation encoding="application/x-tex">dx/2</annotation></semantics></math></span><span class="katex-html" aria-hidden="true"><span class="base"><span class="strut" style="height:1em;vertical-align:-0.25em;"></span><span class="mord mathnormal">d</span><span class="mord mathnormal">x</span><span class="mord">/2</span></span></span></span> it was about 15 seconds.</li> +</ul> +<p data-line="175" class="code-line" dir="auto">The computational time increases a lot since not only the grid contains more points when refining dx but also dt has to be reduced by a factor 3 (for this case). If the parameter <span class="katex"><span class="katex-mathml"><math xmlns="http://www.w3.org/1998/Math/MathML"><semantics><mrow><mi>ν</mi><mi mathvariant="normal">Δ</mi><mi>t</mi><mi mathvariant="normal">/</mi><mi mathvariant="normal">Δ</mi><msup><mi>x</mi><mn>2</mn></msup></mrow><annotation encoding="application/x-tex">\nu \Delta t / \Delta x^2</annotation></semantics></math></span><span class="katex-html" aria-hidden="true"><span class="base"><span class="strut" style="height:1.0641em;vertical-align:-0.25em;"></span><span class="mord mathnormal" style="margin-right:0.06366em;">ν</span><span class="mord">Δ</span><span class="mord mathnormal">t</span><span class="mord">/Δ</span><span class="mord"><span class="mord mathnormal">x</span><span class="msupsub"><span class="vlist-t"><span class="vlist-r"><span class="vlist" style="height:0.8141em;"><span style="top:-3.063em;margin-right:0.05em;"><span class="pstrut" style="height:2.7em;"></span><span class="sizing reset-size6 size3 mtight"><span class="mord mtight">2</span></span></span></span></span></span></span></span></span></span></span> was printed, then a value of about 0.5 should have been found for both cases, if <span class="katex"><span class="katex-mathml"><math xmlns="http://www.w3.org/1998/Math/MathML"><semantics><mrow><mi>ν</mi></mrow><annotation encoding="application/x-tex">\nu</annotation></semantics></math></span><span class="katex-html" aria-hidden="true"><span class="base"><span class="strut" style="height:0.4306em;"></span><span class="mord mathnormal" style="margin-right:0.06366em;">ν</span></span></span></span> was not included, then a value about 127000 should have been found.</p> +<p data-line="177" class="code-line" dir="auto"><strong>Question 8</strong></p> +<p data-line="179" class="code-line" dir="auto">For the implicit scheme, try to find a <span class="katex"><span class="katex-mathml"><math xmlns="http://www.w3.org/1998/Math/MathML"><semantics><mrow><mi mathvariant="normal">Δ</mi><mi>t</mi></mrow><annotation encoding="application/x-tex">\Delta t</annotation></semantics></math></span><span class="katex-html" aria-hidden="true"><span class="base"><span class="strut" style="height:0.6833em;"></span><span class="mord">Δ</span><span class="mord mathnormal">t</span></span></span></span> value for which the solution is not reasonable. State your result and explain.</p> +<p data-line="181" class="code-line" dir="auto"><em>Write your answer here</em></p> +<p data-line="183" class="code-line" dir="auto">There does not seem to be a limitation of <span class="katex"><span class="katex-mathml"><math xmlns="http://www.w3.org/1998/Math/MathML"><semantics><mrow><mi mathvariant="normal">Δ</mi><mi>t</mi></mrow><annotation encoding="application/x-tex">\Delta t</annotation></semantics></math></span><span class="katex-html" aria-hidden="true"><span class="base"><span class="strut" style="height:0.6833em;"></span><span class="mord">Δ</span><span class="mord mathnormal">t</span></span></span></span>, it can be quite large, even 1000 and it does reach the stable state. Its limitation would be related to the desired accuracy of the solution, as it still has an error related to the time step. However, as this was not a constraint, results are reasonable for absurdly large time steps.</p> +<p data-line="185" class="code-line" dir="auto"><strong>Question 9</strong></p> +<p data-line="187" class="code-line" dir="auto">Considering the non-linear ODE and the PDE results, would you say that Implicit methods are always better than Explicit methods? State "yes" or "no" and provide a brief explanation (2-3 sentences).</p> +<p data-line="189" class="code-line" dir="auto"><em>Insert image here</em></p> +<p data-line="191" class="code-line" dir="auto">No.</p> +<p data-line="193" class="code-line" dir="auto">Explicit methods are not better than Implicit ones and viceversa.</p> +<ul data-line="195" class="code-line" dir="auto"> +<li data-line="195" class="code-line" dir="auto">The former is easier to schematize and to program but it normally requires smaller time steps to retain its stability and a reasonable solution.</li> +<li data-line="196" class="code-line" dir="auto">The latter is more complex for non-linear problems but gives the flexibility of using larger time steps. However, under some cases, the iteration method may not converge neither posing also a limit to the usable time step.</li> +</ul> +<p data-line="199" class="code-line" dir="auto"><strong>Last Question: How did things go? (Optional)</strong></p> +<p data-line="201" class="code-line" dir="auto"><em>Use this space to let us know if you ran into any challenges while working on this GA, and if you have any feedback to report.</em></p> +<p data-line="203" class="code-line" dir="auto"><strong>End of file.</strong></p> +<div data-line="205" class="code-line" dir="auto"></div> +<span style="font-size: 75%"> +© Copyright 2024 <a rel="MUDE" href="http://mude.citg.tudelft.nl/">MUDE</a>, TU Delft. This work is licensed under a <a rel="license" href="http://creativecommons.org/licenses/by/4.0/">CC BY 4.0 License</a>.</span> + <script>var Be=(e,t)=>()=>(t||e((t={exports:{}}).exports,t),t.exports);var Me=Be((Lt,Ne)=>{var xe="Expected a function",Ae=NaN,Qe="[object Symbol]",Ze=/^\s+|\s+$/g,et=/^[-+]0x[0-9a-f]+$/i,tt=/^0b[01]+$/i,nt=/^0o[0-7]+$/i,rt=parseInt,it=typeof global=="object"&&global&&global.Object===Object&&global,at=typeof self=="object"&&self&&self.Object===Object&&self,ot=it||at||Function("return this")(),st=Object.prototype,lt=st.toString,ct=Math.max,ut=Math.min,ue=function(){return ot.Date.now()};function dt(e,t,n){var r,i,a,s,u,m,d=0,p=!1,b=!1,T=!0;if(typeof e!="function")throw new TypeError(xe);t=Le(t)||0,te(n)&&(p=!!n.leading,b="maxWait"in n,a=b?ct(Le(n.maxWait)||0,t):a,T="trailing"in n?!!n.trailing:T);function E(v){var A=r,_=i;return r=i=void 0,d=v,s=e.apply(_,A),s}function N(v){return d=v,u=setTimeout(L,t),p?E(v):s}function g(v){var A=v-m,_=v-d,h=t-A;return b?ut(h,a-_):h}function S(v){var A=v-m,_=v-d;return m===void 0||A>=t||A<0||b&&_>=a}function L(){var v=ue();if(S(v))return U(v);u=setTimeout(L,g(v))}function U(v){return u=void 0,T&&r?E(v):(r=i=void 0,s)}function R(){u!==void 0&&clearTimeout(u),d=0,r=m=i=u=void 0}function Y(){return u===void 0?s:U(ue())}function I(){var v=ue(),A=S(v);if(r=arguments,i=this,m=v,A){if(u===void 0)return N(m);if(b)return u=setTimeout(L,t),E(m)}return u===void 0&&(u=setTimeout(L,t)),s}return I.cancel=R,I.flush=Y,I}function ft(e,t,n){var r=!0,i=!0;if(typeof e!="function")throw new TypeError(xe);return te(n)&&(r="leading"in n?!!n.leading:r,i="trailing"in n?!!n.trailing:i),dt(e,t,{leading:r,maxWait:t,trailing:i})}function te(e){var t=typeof e;return!!e&&(t=="object"||t=="function")}function mt(e){return!!e&&typeof e=="object"}function gt(e){return typeof e=="symbol"||mt(e)&<.call(e)==Qe}function Le(e){if(typeof e=="number")return e;if(gt(e))return Ae;if(te(e)){var t=typeof e.valueOf=="function"?e.valueOf():e;e=te(t)?t+"":t}if(typeof e!="string")return e===0?e:+e;e=e.replace(Ze,"");var n=tt.test(e);return n||nt.test(e)?rt(e.slice(2),n?2:8):et.test(e)?Ae:+e}Ne.exports=ft});var pe="code-line",F=class{constructor(t,n,r){this.element=t;this.line=n;this.codeElement=r;this._detailParentElements=Array.from(Re(t,"DETAILS"))}get isVisible(){return!this._detailParentElements.some(t=>!t.open)}},ae=(()=>{let e,t=-1;return n=>{if(!e||n!==t){t=n,e=[new F(document.body,-1)];for(let r of document.getElementsByClassName(pe)){if(!(r instanceof HTMLElement))continue;let i=+r.getAttribute("data-line");isNaN(i)||(r.tagName==="CODE"&&r.parentElement&&r.parentElement.tagName==="PRE"?e.push(new F(r.parentElement,i,r)):r.tagName==="UL"||r.tagName==="OL"||e.push(new F(r,i)))}}return e}})();function oe(e,t){let n=Math.floor(e),r=ae(t),i=r[0]||null;for(let a of r){if(a.line===n)return{previous:a,next:void 0};if(a.line>n)return{previous:i,next:a};i=a}return{previous:i}}function He(e,t){let n=ae(t).filter(m=>m.isVisible),r=e-window.scrollY,i=-1,a=n.length-1;for(;i+1<a;){let m=Math.floor((i+a)/2),d=W(n[m]);d.top+d.height>=r?a=m:i=m}let s=n[a],u=W(s);return a>=1&&u.top>r?{previous:n[i],next:s}:a>1&&a<n.length&&u.top+u.height>r?{previous:s,next:n[a+1]}:{previous:s}}function W({element:e}){let t=e.getBoundingClientRect(),n=e.querySelector(`.${pe}`);if(n){let r=n.getBoundingClientRect(),i=Math.max(1,r.top-t.top);return{top:t.top,height:i}}return t}function K(e,t,n){if(!n.settings?.scrollPreviewWithEditor)return;if(e<=0){window.scroll(window.scrollX,0);return}let{previous:r,next:i}=oe(e,t);if(!r)return;let a=0,s=W(r),u=s.top;if(i&&i.line!==r.line){let m=(e-r.line)/(i.line-r.line),d=u+s.height,p=i.element.getBoundingClientRect().top-d;a=d+m*p}else{let m=e-Math.floor(e);a=u+s.height*m}a=Math.abs(a)<1?Math.sign(a):a,window.scroll(window.scrollX,Math.max(1,window.scrollY+a))}function se(e,t){let{previous:n,next:r}=He(e,t);if(n){if(n.line<0)return 0;let i=W(n),a=e-window.scrollY-i.top;if(r){let s=a/(W(r).top-i.top);return n.line+s*(r.line-n.line)}else{let s=a/i.height;return n.line+s}}return null}function ve(e,t){return ae(t).find(n=>n.element.id===e)}function*Re(e,t){for(let n=e.parentElement;n;n=n.parentElement)n.tagName===t&&(yield n)}var J=class{onDidChangeTextEditorSelection(t,n){let{previous:r}=oe(t,n);this._update(r&&(r.codeElement||r.element))}_update(t){this._unmarkActiveElement(this._current),this._markActiveElement(t),this._current=t}_unmarkActiveElement(t){t&&t.classList.toggle("code-active-line",!1)}_markActiveElement(t){t&&t.classList.toggle("code-active-line",!0)}};function he(e){document.readyState==="loading"||document.readyState==="uninitialized"?document.addEventListener("DOMContentLoaded",e):e()}var be=(e,t)=>({postMessage(n,r){e.postMessage({type:n,source:t.settings.source,...r})}});function le(e){let t=document.getElementById("vscode-markdown-preview-data");if(t){let n=t.getAttribute(e);if(n)return JSON.parse(n)}throw new Error(`Could not load data for ${e}`)}var Q=class{constructor(){this._settings=le("data-settings")}get settings(){return this._settings}updateSettings(t){this._settings=t}};var ye=11;function ke(e,t){var n=t.attributes,r,i,a,s,u;if(!(t.nodeType===ye||e.nodeType===ye)){for(var m=n.length-1;m>=0;m--)r=n[m],i=r.name,a=r.namespaceURI,s=r.value,a?(i=r.localName||i,u=e.getAttributeNS(a,i),u!==s&&(r.prefix==="xmlns"&&(i=r.name),e.setAttributeNS(a,i,s))):(u=e.getAttribute(i),u!==s&&e.setAttribute(i,s));for(var d=e.attributes,p=d.length-1;p>=0;p--)r=d[p],i=r.name,a=r.namespaceURI,a?(i=r.localName||i,t.hasAttributeNS(a,i)||e.removeAttributeNS(a,i)):t.hasAttribute(i)||e.removeAttribute(i)}}var Z,Ue="http://www.w3.org/1999/xhtml",w=typeof document>"u"?void 0:document,Fe=!!w&&"content"in w.createElement("template"),We=!!w&&w.createRange&&"createContextualFragment"in w.createRange();function Ve(e){var t=w.createElement("template");return t.innerHTML=e,t.content.childNodes[0]}function je(e){Z||(Z=w.createRange(),Z.selectNode(w.body));var t=Z.createContextualFragment(e);return t.childNodes[0]}function qe(e){var t=w.createElement("body");return t.innerHTML=e,t.childNodes[0]}function Xe(e){return e=e.trim(),Fe?Ve(e):We?je(e):qe(e)}function ee(e,t){var n=e.nodeName,r=t.nodeName,i,a;return n===r?!0:(i=n.charCodeAt(0),a=r.charCodeAt(0),i<=90&&a>=97?n===r.toUpperCase():a<=90&&i>=97?r===n.toUpperCase():!1)}function Ye(e,t){return!t||t===Ue?w.createElement(e):w.createElementNS(t,e)}function ze(e,t){for(var n=e.firstChild;n;){var r=n.nextSibling;t.appendChild(n),n=r}return t}function ce(e,t,n){e[n]!==t[n]&&(e[n]=t[n],e[n]?e.setAttribute(n,""):e.removeAttribute(n))}var Te={OPTION:function(e,t){var n=e.parentNode;if(n){var r=n.nodeName.toUpperCase();r==="OPTGROUP"&&(n=n.parentNode,r=n&&n.nodeName.toUpperCase()),r==="SELECT"&&!n.hasAttribute("multiple")&&(e.hasAttribute("selected")&&!t.selected&&(e.setAttribute("selected","selected"),e.removeAttribute("selected")),n.selectedIndex=-1)}ce(e,t,"selected")},INPUT:function(e,t){ce(e,t,"checked"),ce(e,t,"disabled"),e.value!==t.value&&(e.value=t.value),t.hasAttribute("value")||e.removeAttribute("value")},TEXTAREA:function(e,t){var n=t.value;e.value!==n&&(e.value=n);var r=e.firstChild;if(r){var i=r.nodeValue;if(i==n||!n&&i==e.placeholder)return;r.nodeValue=n}},SELECT:function(e,t){if(!t.hasAttribute("multiple")){for(var n=-1,r=0,i=e.firstChild,a,s;i;)if(s=i.nodeName&&i.nodeName.toUpperCase(),s==="OPTGROUP")a=i,i=a.firstChild;else{if(s==="OPTION"){if(i.hasAttribute("selected")){n=r;break}r++}i=i.nextSibling,!i&&a&&(i=a.nextSibling,a=null)}e.selectedIndex=n}}},V=1,Ge=11,we=3,Ee=8;function B(){}function $e(e){if(e)return e.getAttribute&&e.getAttribute("id")||e.id}function Ke(e){return function(n,r,i){if(i||(i={}),typeof r=="string")if(n.nodeName==="#document"||n.nodeName==="HTML"||n.nodeName==="BODY"){var a=r;r=w.createElement("html"),r.innerHTML=a}else r=Xe(r);var s=i.getNodeKey||$e,u=i.onBeforeNodeAdded||B,m=i.onNodeAdded||B,d=i.onBeforeElUpdated||B,p=i.onElUpdated||B,b=i.onBeforeNodeDiscarded||B,T=i.onNodeDiscarded||B,E=i.onBeforeElChildrenUpdated||B,N=i.childrenOnly===!0,g=Object.create(null),S=[];function L(c){S.push(c)}function U(c,l){if(c.nodeType===V)for(var o=c.firstChild;o;){var f=void 0;l&&(f=s(o))?L(f):(T(o),o.firstChild&&U(o,l)),o=o.nextSibling}}function R(c,l,o){b(c)!==!1&&(l&&l.removeChild(c),T(c),U(c,o))}function Y(c){if(c.nodeType===V||c.nodeType===Ge)for(var l=c.firstChild;l;){var o=s(l);o&&(g[o]=l),Y(l),l=l.nextSibling}}Y(n);function I(c){m(c);for(var l=c.firstChild;l;){var o=l.nextSibling,f=s(l);if(f){var x=g[f];x&&ee(l,x)?(l.parentNode.replaceChild(x,l),A(x,l)):I(l)}else I(l);l=o}}function v(c,l,o){for(;l;){var f=l.nextSibling;(o=s(l))?L(o):R(l,c,!0),l=f}}function A(c,l,o){var f=s(l);f&&delete g[f],!(!o&&(d(c,l)===!1||(e(c,l),p(c),E(c,l)===!1)))&&(c.nodeName!=="TEXTAREA"?_(c,l):Te.TEXTAREA(c,l))}function _(c,l){var o=l.firstChild,f=c.firstChild,x,P,k,G,O;e:for(;o;){for(G=o.nextSibling,x=s(o);f;){if(k=f.nextSibling,o.isSameNode&&o.isSameNode(f)){o=G,f=k;continue e}P=s(f);var $=f.nodeType,D=void 0;if($===o.nodeType&&($===V?(x?x!==P&&((O=g[x])?k===O?D=!1:(c.insertBefore(O,f),P?L(P):R(f,c,!0),f=O):D=!1):P&&(D=!1),D=D!==!1&&ee(f,o),D&&A(f,o)):($===we||$==Ee)&&(D=!0,f.nodeValue!==o.nodeValue&&(f.nodeValue=o.nodeValue))),D){o=G,f=k;continue e}P?L(P):R(f,c,!0),f=k}if(x&&(O=g[x])&&ee(O,o))c.appendChild(O),A(O,o);else{var ie=u(o);ie!==!1&&(ie&&(o=ie),o.actualize&&(o=o.actualize(c.ownerDocument||w)),c.appendChild(o),I(o))}o=G,f=k}v(c,f,P);var ge=Te[c.nodeName];ge&&ge(c,l)}var h=n,z=h.nodeType,me=r.nodeType;if(!N){if(z===V)me===V?ee(n,r)||(T(n),h=ze(n,Ye(r.nodeName,r.namespaceURI))):h=r;else if(z===we||z===Ee){if(me===z)return h.nodeValue!==r.nodeValue&&(h.nodeValue=r.nodeValue),h;h=r}}if(h===r)T(n);else{if(r.isSameNode&&r.isSameNode(h))return;if(A(h,r,N),S)for(var ne=0,_e=S.length;ne<_e;ne++){var re=g[S[ne]];re&&R(re,re.parentNode,!1)}}return!N&&h!==n&&n.parentNode&&(h.actualize&&(h=h.actualize(n.ownerDocument||w)),n.parentNode.replaceChild(h,n)),h}}var Je=Ke(ke),Se=Je;var Ce=Me(),H=0,Pe=new J,y=new Q,M=0,j=y.settings.source,q=acquireVsCodeApi(),de=q.getState()??{},C={...de,...le("data-state")};typeof de.scrollProgress<"u"&&de?.resource!==C.resource&&(C.scrollProgress=0);q.setState(C);var X=be(q,y);window.cspAlerter.setPoster(X);window.styleLoadingMonitor.setPoster(X);function fe(e){let t=document.getElementsByTagName("img");if(t.length>0){let n=Array.from(t,r=>r.complete?Promise.resolve():new Promise(i=>{r.addEventListener("load",()=>i()),r.addEventListener("error",()=>i())}));Promise.all(n).then(()=>setTimeout(e,0))}else setTimeout(e,0)}he(()=>{let e=C.scrollProgress;if(Oe(),typeof e=="number"&&!y.settings.fragment){fe(()=>{H+=1;let t=Math.max(1,e*document.body.clientHeight);window.scrollTo(0,t)});return}y.settings.scrollPreviewWithEditor&&fe(()=>{if(y.settings.fragment){let t;try{t=encodeURIComponent(y.settings.fragment)}catch{t=y.settings.fragment}C.fragment=void 0,q.setState(C);let n=ve(t,M);n&&(H+=1,K(n.line,M,y))}else isNaN(y.settings.line)||(H+=1,K(y.settings.line,M,y))}),typeof y.settings.selectedLine=="number"&&Pe.onDidChangeTextEditorSelection(y.settings.selectedLine,M)});var pt=(()=>{let e=Ce(t=>{H+=1,fe(()=>K(t,M,y))},50);return t=>{isNaN(t)||(C.line=t,e(t))}})();window.addEventListener("resize",()=>{H+=1,Ie()},!0);function Oe(){let e=document.getElementsByTagName("img"),t=0;for(let n of e)n.id="image-"+t,t+=1,n.setAttribute("data-vscode-context",JSON.stringify({webviewSection:"image",id:n.id,preventDefaultContextMenuItems:!0,resource:j}))}async function De(e,t=5){if(!document.hasFocus()&&t>0){setTimeout(()=>{De(e,t-1)},20);return}try{await navigator.clipboard.write([new ClipboardItem({"image/png":new Promise(n=>{let r=document.createElement("canvas");r!==null&&(r.width=e.naturalWidth,r.height=e.naturalHeight,r.getContext("2d")?.drawImage(e,0,0)),r.toBlob(i=>{i&&n(i),r.remove()},"image/png")})})])}catch(n){console.error(n)}}window.addEventListener("message",async e=>{let t=e.data;switch(t.type){case"copyImage":{let n=document.getElementById(t.id);n instanceof HTMLImageElement&&De(n);return}case"onDidChangeTextEditorSelection":t.source===j&&Pe.onDidChangeTextEditorSelection(t.line,M);return;case"updateView":t.source===j&&pt(t.line);return;case"updateContent":{let n=document.querySelector(".markdown-body"),i=new DOMParser().parseFromString(t.content,"text/html");for(let a of Array.from(i.querySelectorAll("meta")))a.hasAttribute("http-equiv")&&a.remove();if(t.source!==j)n.replaceWith(i.querySelector(".markdown-body")),j=t.source;else{let a=["open"],s=(d,p)=>{if(d.isEqualNode(p))return!0;if(d.tagName!==p.tagName||d.textContent!==p.textContent)return!1;let b=[...d.attributes].filter(g=>!a.includes(g.name)),T=[...p.attributes].filter(g=>!a.includes(g.name));if(b.length!==T.length)return!1;for(let g=0;g<b.length;++g){let S=b[g],L=T[g];if(S.name!==L.name||S.value!==L.value&&S.name!=="data-line")return!1}let E=Array.from(d.children),N=Array.from(p.children);return E.length===N.length&&E.every((g,S)=>s(g,N[S]))},u=i.querySelector(".markdown-body"),m=u.querySelectorAll("link");for(let d of m)d.remove();u.prepend(...m),Se(n,u,{childrenOnly:!0,onBeforeElUpdated:(d,p)=>{if(s(d,p)){let b=d.querySelectorAll("[data-line]"),T=p.querySelectorAll("[data-line]");b.length!==T.length&&console.log("unexpected line number change");for(let E=0;E<b.length;++E){let N=b[E],g=T[E];g&&N.setAttribute("data-line",g.getAttribute("data-line"))}return!1}return d.tagName==="DETAILS"&&p.tagName==="DETAILS"&&d.hasAttribute("open")&&p.setAttribute("open",""),!0}})}++M,window.dispatchEvent(new CustomEvent("vscode.markdown.updateContent")),Oe();break}}},!1);document.addEventListener("dblclick",e=>{if(!y.settings.doubleClickToSwitchToEditor)return;for(let r=e.target;r;r=r.parentNode)if(r.tagName==="A")return;let t=e.pageY,n=se(t,M);typeof n=="number"&&!isNaN(n)&&X.postMessage("didClick",{line:Math.floor(n)})});var vt=["http:","https:","mailto:","vscode:","vscode-insiders:"];document.addEventListener("click",e=>{if(!e)return;let t=e.target;for(;t;){if(t.tagName&&t.tagName==="A"&&t.href){if(t.getAttribute("href").startsWith("#"))return;let n=t.getAttribute("data-href");if(!n&&(n=t.getAttribute("href"),vt.some(r=>n.startsWith(r))))return;if(!/^[a-z\-]+:/i.test(n)){X.postMessage("openLink",{href:n}),e.preventDefault(),e.stopPropagation();return}return}t=t.parentNode}},!0);window.addEventListener("scroll",Ce(()=>{if(Ie(),H>0)H-=1;else{let e=se(window.scrollY,M);typeof e=="number"&&!isNaN(e)&&X.postMessage("revealLine",{line:e})}},50));function Ie(){C.scrollProgress=window.scrollY/document.body.clientHeight,q.setState(C)} +</script> + + </body> +</html> diff --git a/content/GA_1_6/Report_solution.md b/content/GA_1_6/Report_solution.md index 7ce55a80..fdbb6274 100644 --- a/content/GA_1_6/Report_solution.md +++ b/content/GA_1_6/Report_solution.md @@ -12,11 +12,9 @@ How close is your approximation to the exact solution $x=3$ when your initial gu _Write your answer here._ -The approximation was extremely close: 3.0000000149658455 +The solution found is 3.000000000008298 it took 11 iterations to converge. -It takes more iterations because at that location the derivative is close to 0 and it first goes far away from the solution. - -Same solution as notebook task 1.3. +When the initial guess is close to 0, the slope will also be close to 0, and the first "improved" guess is 450.005, very far from the solution! Then, the slope at that point is more reasonable and approaches rapidly the solution. **Question 2** @@ -60,18 +58,23 @@ Stencils:  -Equation for central difference in space: +The algebraic expression and stencil using Forward Difference in time and Central Difference in space: $$ -\frac{\partial T}{\partial t}\bigg|_i = \nu \frac{T_{i+1}-2T_i+T_{i-1}}{\Delta x^2} +T^{j+1}_{i} = T^j_i + \frac{\nu \Delta t}{\Delta x^2} \left(T^j_{i+1}-2T^j_i+T^j_{i-1}\right) $$ -Equation for backward difference in time: +The algebraic expression and stencil of Backward Difference in time and Central Difference in space: $$ T^{j+1}_{i} = T^j_i + \frac{\nu \Delta t}{\Delta x^2} \left(T^{j+1}_{i+1}-2T^{j+1}_i+T^{j+1}_{i-1}\right) $$ +and rewritten for convenience, unknowns from one side and knowns from the other: + +$$ +T^{j+1}_{i} - \frac{\nu \Delta t}{\Delta x^2} \left(T^{j+1}_{i+1}-2T^{j+1}_i+T^{j+1}_{i-1}\right) = T^j_i +$$ **Question 5** @@ -81,9 +84,33 @@ _Your answer here._ CDS-FDT: +$$ +AT = b\\ $$ -placeholder +$$ +T = \begin{bmatrix} +T_1^{j+1} \\ +T_2^{j+1} \\ +\vdots \\ +T_{n-1}^{j+1} +\end{bmatrix}\\ +\newline +A = \begin{bmatrix} +1 & 0 & 0 & \cdots & 0 \\ +0 & 1 & 0 & \cdots & 0 \\ +0 & 0 & 1 & \cdots & 0 \\ +\vdots & \vdots & \vdots & \ddots & \vdots \\ +0 & 0 & 0 & \cdots & 1 +\end{bmatrix}\\ +\newline +b = \begin{bmatrix} +T^j_1 + \frac{\nu \Delta t}{\Delta x^2} \left(T^j_{0}-2T^j_1+T^j_{2}\right) \\ +T^j_2 + \frac{\nu \Delta t}{\Delta x^2} \left(T^j_{1}-2T^j_2+T^j_{3}\right) \\ +\vdots \\ +T^j_{n-1} + \frac{\nu \Delta t}{\Delta x^2} \left(T^j_{n-2}-2T^j_{n-1}+T^j_{n}\right) +\end{bmatrix} + $$ @@ -92,7 +119,9 @@ CDS-BDT: $$ AT = b\\ +$$ +$$ T = \begin{bmatrix} T_1^{j+1} \\ T_2^{j+1} \\ @@ -118,7 +147,7 @@ T_{N-1}^j + \frac{\nu \Delta t}{\Delta x^2}T_N^j $$ -The A matrix is an identity matrix for the CDS-FDT case. The b vector is elaborated where the boundaries are implemented intrinsically. In the latter case, CDS-BDT, the matrix A is tridiagonal and the boundaries in the b vector are explicitly implemented. No iteration is required in the implicit scheme because the dependence on time is linear. +The A matrix is an identity matrix for the CDS-FDT case. The b vector is elaborated where the boundaries are implemented intrinsically. In the latter case, CDS-BDT, the matrix A is tridiagonal and the boundaries in the b vector are explicitly implemented. No iteration is required in the implicit scheme because the dependence on time is linear, a.k.a., the power of the unknowns is 1. **Question 6** @@ -130,6 +159,8 @@ _Insert image here._  +At t=1500 sec a parabola connecting the Dirichlet BC are observed with a minimum value around x=0.15m. At t=10000 sec an almost straight line connecting the Dirichlet BC are observed, the steady state solution is almost reached around this moment. + **Question 7** From your results of task 3.4 you can observe a dependency on the parameter $\nu \Delta t / \Delta x^2$. Vary $\Delta t$ until you find the stability limit of the Explicit scheme (also print the parameter $\Delta t / \Delta x^2$). What is its value? Now, define $\Delta x$ by half (0.01 instead of 0.02) and vary $\Delta t$ until you find its stability limit and print the parameter $\Delta t / \Delta x^2$. Are the values similar? What is the implication for the computational time? @@ -142,7 +173,7 @@ _Write your answer here_ - If the former was used, the stability limit was at 50-51 seconds and for $dx/2$ it was about 13 seconds. - If the latter was used, the stability limit was 58-59 seconds and for $dx/2$ it was about 15 seconds. -The computational time increases a lot since not only the grid contains more points when refining dx but also dt has to be reduced by a factor 3 (for this case). If the parameter νΔt/Δx2\nu \Delta t / \Delta x^2νΔt/Δx2 was printed, then a value of about 0.5 should have been found for both cases, if ν\nuν was not included, then a value about 127000 should have been found. +The computational time increases a lot since not only the grid contains more points when refining dx but also dt has to be reduced by a factor 3 (for this case). If the parameter $\nu \Delta t / \Delta x^2$ was printed, then a value of about 0.5 should have been found for both cases, if $\nu$ was not included, then a value about 127000 should have been found. **Question 8** @@ -150,6 +181,8 @@ For the implicit scheme, try to find a $\Delta t$ value for which the solution i _Write your answer here_ +There does not seem to be a limitation of $\Delta t$, it can be quite large, even 1000 and it does reach the stable state. Its limitation would be related to the desired accuracy of the solution, as it still has an error related to the time step. However, as this was not a constraint, results are reasonable for absurdly large time steps. + **Question 9** Considering the non-linear ODE and the PDE results, would you say that Implicit methods are always better than Explicit methods? State "yes" or "no" and provide a brief explanation (2-3 sentences). @@ -161,8 +194,7 @@ No. Explicit methods are not better than Implicit ones and viceversa. - The former is easier to schematize and to program but it normally requires smaller time steps to retain its stability and a reasonable solution. -- The latter is more complex for non-linear problems but gives the flexibility of using larger time steps. -- However, under some cases, the iteration method may not converge neither posing also a limit to the usable time step. +- The latter is more complex for non-linear problems but gives the flexibility of using larger time steps. However, under some cases, the iteration method may not converge neither posing also a limit to the usable time step. **Last Question: How did things go? (Optional)** diff --git a/content/GA_1_6/Report_solution/fonts/KaTeX_AMS-Regular.ttf b/content/GA_1_6/Report_solution/fonts/KaTeX_AMS-Regular.ttf new file mode 100644 index 00000000..38467013 --- /dev/null +++ b/content/GA_1_6/Report_solution/fonts/KaTeX_AMS-Regular.ttf @@ -0,0 +1 @@ +<!DOCTYPE html><html><head> <meta name="viewport" content="width=device-width, initial-scale=1, user-scalable=no"> <style> body { margin: 0; font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", "Roboto", "Oxygen", "Ubuntu", "Cantarell", "Fira Sans", "Droid Sans", "Helvetica Neue", sans-serif; cursor: default; -webkit-user-select: none; -moz-user-select: none; -ms-user-select: none; user-select: none; -webkit-font-smoothing: antialiased; text-rendering: optimizeLegibility; position: absolute; top: 0; left: 0; right: 0; bottom: 0; display: flex; flex-direction: column; } main, aside, section { display: flex; justify-content: center; align-items: center; flex-direction: column; } main { height: 100%; } aside { background: #000; flex-shrink: 1; padding: 30px 20px; } aside p { margin: 0; color: #999999; font-size: 14px; line-height: 24px; } aside a { color: #fff; text-decoration: none; } section span { font-size: 24px; font-weight: 500; display: block; border-bottom: 1px solid #EAEAEA; text-align: center; padding-bottom: 20px; width: 100px; } section p { font-size: 14px; font-weight: 400; } section span + p { margin: 20px 0 0 0; } @media (min-width: 768px) { section { height: 40px; flex-direction: row; } section span, section p { height: 100%; line-height: 40px; } section span { border-bottom: 0; border-right: 1px solid #EAEAEA; padding: 0 20px 0 0; width: auto; } section span + p { margin: 0; padding-left: 20px; } aside { padding: 50px 0; } aside p { max-width: 520px; text-align: center; } } </style></head><body> <main> <section> <span>404</span> <p>The requested path could not be found</p> </section> </main></body></html> \ No newline at end of file diff --git a/content/GA_1_6/Report_solution/fonts/KaTeX_AMS-Regular.woff b/content/GA_1_6/Report_solution/fonts/KaTeX_AMS-Regular.woff new file mode 100644 index 00000000..38467013 --- /dev/null +++ b/content/GA_1_6/Report_solution/fonts/KaTeX_AMS-Regular.woff @@ -0,0 +1 @@ +<!DOCTYPE html><html><head> <meta name="viewport" content="width=device-width, initial-scale=1, user-scalable=no"> <style> body { margin: 0; font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", "Roboto", "Oxygen", "Ubuntu", "Cantarell", "Fira Sans", "Droid Sans", "Helvetica Neue", sans-serif; cursor: default; -webkit-user-select: none; -moz-user-select: none; -ms-user-select: none; user-select: none; -webkit-font-smoothing: antialiased; text-rendering: optimizeLegibility; position: absolute; top: 0; left: 0; right: 0; bottom: 0; display: flex; flex-direction: column; } main, aside, section { display: flex; justify-content: center; align-items: center; flex-direction: column; } main { height: 100%; } aside { background: #000; flex-shrink: 1; padding: 30px 20px; } aside p { margin: 0; color: #999999; font-size: 14px; line-height: 24px; } aside a { color: #fff; text-decoration: none; } section span { font-size: 24px; font-weight: 500; display: block; border-bottom: 1px solid #EAEAEA; text-align: center; padding-bottom: 20px; width: 100px; } section p { font-size: 14px; font-weight: 400; } section span + p { margin: 20px 0 0 0; } @media (min-width: 768px) { section { height: 40px; flex-direction: row; } section span, section p { height: 100%; line-height: 40px; } section span { border-bottom: 0; border-right: 1px solid #EAEAEA; padding: 0 20px 0 0; width: auto; } section span + p { margin: 0; padding-left: 20px; } aside { padding: 50px 0; } aside p { max-width: 520px; text-align: center; } } </style></head><body> <main> <section> <span>404</span> <p>The requested path could not be found</p> </section> </main></body></html> \ No newline at end of file diff --git a/content/GA_1_6/Report_solution/fonts/KaTeX_AMS-Regular.woff2 b/content/GA_1_6/Report_solution/fonts/KaTeX_AMS-Regular.woff2 new file mode 100644 index 00000000..38467013 --- /dev/null +++ b/content/GA_1_6/Report_solution/fonts/KaTeX_AMS-Regular.woff2 @@ -0,0 +1 @@ +<!DOCTYPE html><html><head> <meta name="viewport" content="width=device-width, initial-scale=1, user-scalable=no"> <style> body { margin: 0; font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", "Roboto", "Oxygen", "Ubuntu", "Cantarell", "Fira Sans", "Droid Sans", "Helvetica Neue", sans-serif; cursor: default; -webkit-user-select: none; -moz-user-select: none; -ms-user-select: none; user-select: none; -webkit-font-smoothing: antialiased; text-rendering: optimizeLegibility; position: absolute; top: 0; left: 0; right: 0; bottom: 0; display: flex; flex-direction: column; } main, aside, section { display: flex; justify-content: center; align-items: center; flex-direction: column; } main { height: 100%; } aside { background: #000; flex-shrink: 1; padding: 30px 20px; } aside p { margin: 0; color: #999999; font-size: 14px; line-height: 24px; } aside a { color: #fff; text-decoration: none; } section span { font-size: 24px; font-weight: 500; display: block; border-bottom: 1px solid #EAEAEA; text-align: center; padding-bottom: 20px; width: 100px; } section p { font-size: 14px; font-weight: 400; } section span + p { margin: 20px 0 0 0; } @media (min-width: 768px) { section { height: 40px; flex-direction: row; } section span, section p { height: 100%; line-height: 40px; } section span { border-bottom: 0; border-right: 1px solid #EAEAEA; padding: 0 20px 0 0; width: auto; } section span + p { margin: 0; padding-left: 20px; } aside { padding: 50px 0; } aside p { max-width: 520px; text-align: center; } } </style></head><body> <main> <section> <span>404</span> <p>The requested path could not be found</p> </section> </main></body></html> \ No newline at end of file diff --git a/content/GA_1_6/Report_solution/fonts/KaTeX_Caligraphic-Bold.ttf b/content/GA_1_6/Report_solution/fonts/KaTeX_Caligraphic-Bold.ttf new file mode 100644 index 00000000..38467013 --- /dev/null +++ b/content/GA_1_6/Report_solution/fonts/KaTeX_Caligraphic-Bold.ttf @@ -0,0 +1 @@ +<!DOCTYPE html><html><head> <meta name="viewport" content="width=device-width, initial-scale=1, user-scalable=no"> <style> body { margin: 0; font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", "Roboto", "Oxygen", "Ubuntu", "Cantarell", "Fira Sans", "Droid Sans", "Helvetica Neue", sans-serif; cursor: default; -webkit-user-select: none; -moz-user-select: none; -ms-user-select: none; user-select: none; -webkit-font-smoothing: antialiased; text-rendering: optimizeLegibility; position: absolute; top: 0; left: 0; right: 0; bottom: 0; display: flex; flex-direction: column; } main, aside, section { display: flex; justify-content: center; align-items: center; flex-direction: column; } main { height: 100%; } aside { background: #000; flex-shrink: 1; padding: 30px 20px; } aside p { margin: 0; color: #999999; font-size: 14px; line-height: 24px; } aside a { color: #fff; text-decoration: none; } section span { font-size: 24px; font-weight: 500; display: block; border-bottom: 1px solid #EAEAEA; text-align: center; padding-bottom: 20px; width: 100px; } section p { font-size: 14px; font-weight: 400; } section span + p { margin: 20px 0 0 0; } @media (min-width: 768px) { section { height: 40px; flex-direction: row; } section span, section p { height: 100%; line-height: 40px; } section span { border-bottom: 0; border-right: 1px solid #EAEAEA; padding: 0 20px 0 0; width: auto; } section span + p { margin: 0; padding-left: 20px; } aside { padding: 50px 0; } aside p { max-width: 520px; text-align: center; } } </style></head><body> <main> <section> <span>404</span> <p>The requested path could not be found</p> </section> </main></body></html> \ No newline at end of file diff --git a/content/GA_1_6/Report_solution/fonts/KaTeX_Caligraphic-Bold.woff b/content/GA_1_6/Report_solution/fonts/KaTeX_Caligraphic-Bold.woff new file mode 100644 index 00000000..38467013 --- /dev/null +++ b/content/GA_1_6/Report_solution/fonts/KaTeX_Caligraphic-Bold.woff @@ -0,0 +1 @@ +<!DOCTYPE html><html><head> <meta name="viewport" content="width=device-width, initial-scale=1, user-scalable=no"> <style> body { margin: 0; font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", "Roboto", "Oxygen", "Ubuntu", "Cantarell", "Fira Sans", "Droid Sans", "Helvetica Neue", sans-serif; cursor: default; -webkit-user-select: none; -moz-user-select: none; -ms-user-select: none; user-select: none; -webkit-font-smoothing: antialiased; text-rendering: optimizeLegibility; position: absolute; top: 0; left: 0; right: 0; bottom: 0; display: flex; flex-direction: column; } main, aside, section { display: flex; justify-content: center; align-items: center; flex-direction: column; } main { height: 100%; } aside { background: #000; flex-shrink: 1; padding: 30px 20px; } aside p { margin: 0; color: #999999; font-size: 14px; line-height: 24px; } aside a { color: #fff; text-decoration: none; } section span { font-size: 24px; font-weight: 500; display: block; border-bottom: 1px solid #EAEAEA; text-align: center; padding-bottom: 20px; width: 100px; } section p { font-size: 14px; font-weight: 400; } section span + p { margin: 20px 0 0 0; } @media (min-width: 768px) { section { height: 40px; flex-direction: row; } section span, section p { height: 100%; line-height: 40px; } section span { border-bottom: 0; border-right: 1px solid #EAEAEA; padding: 0 20px 0 0; width: auto; } section span + p { margin: 0; padding-left: 20px; } aside { padding: 50px 0; } aside p { max-width: 520px; text-align: center; } } </style></head><body> <main> <section> <span>404</span> <p>The requested path could not be found</p> </section> </main></body></html> \ No newline at end of file diff --git a/content/GA_1_6/Report_solution/fonts/KaTeX_Caligraphic-Bold.woff2 b/content/GA_1_6/Report_solution/fonts/KaTeX_Caligraphic-Bold.woff2 new file mode 100644 index 00000000..38467013 --- /dev/null +++ b/content/GA_1_6/Report_solution/fonts/KaTeX_Caligraphic-Bold.woff2 @@ -0,0 +1 @@ +<!DOCTYPE html><html><head> <meta name="viewport" content="width=device-width, initial-scale=1, user-scalable=no"> <style> body { margin: 0; font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", "Roboto", "Oxygen", "Ubuntu", "Cantarell", "Fira Sans", "Droid Sans", "Helvetica Neue", sans-serif; cursor: default; -webkit-user-select: none; -moz-user-select: none; -ms-user-select: none; user-select: none; -webkit-font-smoothing: antialiased; text-rendering: optimizeLegibility; position: absolute; top: 0; left: 0; right: 0; bottom: 0; display: flex; flex-direction: column; } main, aside, section { display: flex; justify-content: center; align-items: center; flex-direction: column; } main { height: 100%; } aside { background: #000; flex-shrink: 1; padding: 30px 20px; } aside p { margin: 0; color: #999999; font-size: 14px; line-height: 24px; } aside a { color: #fff; text-decoration: none; } section span { font-size: 24px; font-weight: 500; display: block; border-bottom: 1px solid #EAEAEA; text-align: center; padding-bottom: 20px; width: 100px; } section p { font-size: 14px; font-weight: 400; } section span + p { margin: 20px 0 0 0; } @media (min-width: 768px) { section { height: 40px; flex-direction: row; } section span, section p { height: 100%; line-height: 40px; } section span { border-bottom: 0; border-right: 1px solid #EAEAEA; padding: 0 20px 0 0; width: auto; } section span + p { margin: 0; padding-left: 20px; } aside { padding: 50px 0; } aside p { max-width: 520px; text-align: center; } } </style></head><body> <main> <section> <span>404</span> <p>The requested path could not be found</p> </section> </main></body></html> \ No newline at end of file diff --git a/content/GA_1_6/Report_solution/fonts/KaTeX_Caligraphic-Regular.ttf b/content/GA_1_6/Report_solution/fonts/KaTeX_Caligraphic-Regular.ttf new file mode 100644 index 00000000..38467013 --- /dev/null +++ b/content/GA_1_6/Report_solution/fonts/KaTeX_Caligraphic-Regular.ttf @@ -0,0 +1 @@ +<!DOCTYPE html><html><head> <meta name="viewport" content="width=device-width, initial-scale=1, user-scalable=no"> <style> body { margin: 0; font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", "Roboto", "Oxygen", "Ubuntu", "Cantarell", "Fira Sans", "Droid Sans", "Helvetica Neue", sans-serif; cursor: default; -webkit-user-select: none; -moz-user-select: none; -ms-user-select: none; user-select: none; -webkit-font-smoothing: antialiased; text-rendering: optimizeLegibility; position: absolute; top: 0; left: 0; right: 0; bottom: 0; display: flex; flex-direction: column; } main, aside, section { display: flex; justify-content: center; align-items: center; flex-direction: column; } main { height: 100%; } aside { background: #000; flex-shrink: 1; padding: 30px 20px; } aside p { margin: 0; color: #999999; font-size: 14px; line-height: 24px; } aside a { color: #fff; text-decoration: none; } section span { font-size: 24px; font-weight: 500; display: block; border-bottom: 1px solid #EAEAEA; text-align: center; padding-bottom: 20px; width: 100px; } section p { font-size: 14px; font-weight: 400; } section span + p { margin: 20px 0 0 0; } @media (min-width: 768px) { section { height: 40px; flex-direction: row; } section span, section p { height: 100%; line-height: 40px; } section span { border-bottom: 0; border-right: 1px solid #EAEAEA; padding: 0 20px 0 0; width: auto; } section span + p { margin: 0; padding-left: 20px; } aside { padding: 50px 0; } aside p { max-width: 520px; text-align: center; } } </style></head><body> <main> <section> <span>404</span> <p>The requested path could not be found</p> </section> </main></body></html> \ No newline at end of file diff --git a/content/GA_1_6/Report_solution/fonts/KaTeX_Caligraphic-Regular.woff b/content/GA_1_6/Report_solution/fonts/KaTeX_Caligraphic-Regular.woff new file mode 100644 index 00000000..38467013 --- /dev/null +++ b/content/GA_1_6/Report_solution/fonts/KaTeX_Caligraphic-Regular.woff @@ -0,0 +1 @@ +<!DOCTYPE html><html><head> <meta name="viewport" content="width=device-width, initial-scale=1, user-scalable=no"> <style> body { margin: 0; font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", "Roboto", "Oxygen", "Ubuntu", "Cantarell", "Fira Sans", "Droid Sans", "Helvetica Neue", sans-serif; cursor: default; -webkit-user-select: none; -moz-user-select: none; -ms-user-select: none; user-select: none; -webkit-font-smoothing: antialiased; text-rendering: optimizeLegibility; position: absolute; top: 0; left: 0; right: 0; bottom: 0; display: flex; flex-direction: column; } main, aside, section { display: flex; justify-content: center; align-items: center; flex-direction: column; } main { height: 100%; } aside { background: #000; flex-shrink: 1; padding: 30px 20px; } aside p { margin: 0; color: #999999; font-size: 14px; line-height: 24px; } aside a { color: #fff; text-decoration: none; } section span { font-size: 24px; font-weight: 500; display: block; border-bottom: 1px solid #EAEAEA; text-align: center; padding-bottom: 20px; width: 100px; } section p { font-size: 14px; font-weight: 400; } section span + p { margin: 20px 0 0 0; } @media (min-width: 768px) { section { height: 40px; flex-direction: row; } section span, section p { height: 100%; line-height: 40px; } section span { border-bottom: 0; border-right: 1px solid #EAEAEA; padding: 0 20px 0 0; width: auto; } section span + p { margin: 0; padding-left: 20px; } aside { padding: 50px 0; } aside p { max-width: 520px; text-align: center; } } </style></head><body> <main> <section> <span>404</span> <p>The requested path could not be found</p> </section> </main></body></html> \ No newline at end of file diff --git a/content/GA_1_6/Report_solution/fonts/KaTeX_Caligraphic-Regular.woff2 b/content/GA_1_6/Report_solution/fonts/KaTeX_Caligraphic-Regular.woff2 new file mode 100644 index 00000000..38467013 --- /dev/null +++ b/content/GA_1_6/Report_solution/fonts/KaTeX_Caligraphic-Regular.woff2 @@ -0,0 +1 @@ +<!DOCTYPE html><html><head> <meta name="viewport" content="width=device-width, initial-scale=1, user-scalable=no"> <style> body { margin: 0; font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", "Roboto", "Oxygen", "Ubuntu", "Cantarell", "Fira Sans", "Droid Sans", "Helvetica Neue", sans-serif; cursor: default; -webkit-user-select: none; -moz-user-select: none; -ms-user-select: none; user-select: none; -webkit-font-smoothing: antialiased; text-rendering: optimizeLegibility; position: absolute; top: 0; left: 0; right: 0; bottom: 0; display: flex; flex-direction: column; } main, aside, section { display: flex; justify-content: center; align-items: center; flex-direction: column; } main { height: 100%; } aside { background: #000; flex-shrink: 1; padding: 30px 20px; } aside p { margin: 0; color: #999999; font-size: 14px; line-height: 24px; } aside a { color: #fff; text-decoration: none; } section span { font-size: 24px; font-weight: 500; display: block; border-bottom: 1px solid #EAEAEA; text-align: center; padding-bottom: 20px; width: 100px; } section p { font-size: 14px; font-weight: 400; } section span + p { margin: 20px 0 0 0; } @media (min-width: 768px) { section { height: 40px; flex-direction: row; } section span, section p { height: 100%; line-height: 40px; } section span { border-bottom: 0; border-right: 1px solid #EAEAEA; padding: 0 20px 0 0; width: auto; } section span + p { margin: 0; padding-left: 20px; } aside { padding: 50px 0; } aside p { max-width: 520px; text-align: center; } } </style></head><body> <main> <section> <span>404</span> <p>The requested path could not be found</p> </section> </main></body></html> \ No newline at end of file diff --git a/content/GA_1_6/Report_solution/fonts/KaTeX_Fraktur-Bold.ttf b/content/GA_1_6/Report_solution/fonts/KaTeX_Fraktur-Bold.ttf new file mode 100644 index 00000000..38467013 --- /dev/null +++ b/content/GA_1_6/Report_solution/fonts/KaTeX_Fraktur-Bold.ttf @@ -0,0 +1 @@ +<!DOCTYPE html><html><head> <meta name="viewport" content="width=device-width, initial-scale=1, user-scalable=no"> <style> body { margin: 0; font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", "Roboto", "Oxygen", "Ubuntu", "Cantarell", "Fira Sans", "Droid Sans", "Helvetica Neue", sans-serif; cursor: default; -webkit-user-select: none; -moz-user-select: none; -ms-user-select: none; user-select: none; -webkit-font-smoothing: antialiased; text-rendering: optimizeLegibility; position: absolute; top: 0; left: 0; right: 0; bottom: 0; display: flex; flex-direction: column; } main, aside, section { display: flex; justify-content: center; align-items: center; flex-direction: column; } main { height: 100%; } aside { background: #000; flex-shrink: 1; padding: 30px 20px; } aside p { margin: 0; color: #999999; font-size: 14px; line-height: 24px; } aside a { color: #fff; text-decoration: none; } section span { font-size: 24px; font-weight: 500; display: block; border-bottom: 1px solid #EAEAEA; text-align: center; padding-bottom: 20px; width: 100px; } section p { font-size: 14px; font-weight: 400; } section span + p { margin: 20px 0 0 0; } @media (min-width: 768px) { section { height: 40px; flex-direction: row; } section span, section p { height: 100%; line-height: 40px; } section span { border-bottom: 0; border-right: 1px solid #EAEAEA; padding: 0 20px 0 0; width: auto; } section span + p { margin: 0; padding-left: 20px; } aside { padding: 50px 0; } aside p { max-width: 520px; text-align: center; } } </style></head><body> <main> <section> <span>404</span> <p>The requested path could not be found</p> </section> </main></body></html> \ No newline at end of file diff --git a/content/GA_1_6/Report_solution/fonts/KaTeX_Fraktur-Bold.woff b/content/GA_1_6/Report_solution/fonts/KaTeX_Fraktur-Bold.woff new file mode 100644 index 00000000..38467013 --- /dev/null +++ b/content/GA_1_6/Report_solution/fonts/KaTeX_Fraktur-Bold.woff @@ -0,0 +1 @@ +<!DOCTYPE html><html><head> <meta name="viewport" content="width=device-width, initial-scale=1, user-scalable=no"> <style> body { margin: 0; font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", "Roboto", "Oxygen", "Ubuntu", "Cantarell", "Fira Sans", "Droid Sans", "Helvetica Neue", sans-serif; cursor: default; -webkit-user-select: none; -moz-user-select: none; -ms-user-select: none; user-select: none; -webkit-font-smoothing: antialiased; text-rendering: optimizeLegibility; position: absolute; top: 0; left: 0; right: 0; bottom: 0; display: flex; flex-direction: column; } main, aside, section { display: flex; justify-content: center; align-items: center; flex-direction: column; } main { height: 100%; } aside { background: #000; flex-shrink: 1; padding: 30px 20px; } aside p { margin: 0; color: #999999; font-size: 14px; line-height: 24px; } aside a { color: #fff; text-decoration: none; } section span { font-size: 24px; font-weight: 500; display: block; border-bottom: 1px solid #EAEAEA; text-align: center; padding-bottom: 20px; width: 100px; } section p { font-size: 14px; font-weight: 400; } section span + p { margin: 20px 0 0 0; } @media (min-width: 768px) { section { height: 40px; flex-direction: row; } section span, section p { height: 100%; line-height: 40px; } section span { border-bottom: 0; border-right: 1px solid #EAEAEA; padding: 0 20px 0 0; width: auto; } section span + p { margin: 0; padding-left: 20px; } aside { padding: 50px 0; } aside p { max-width: 520px; text-align: center; } } </style></head><body> <main> <section> <span>404</span> <p>The requested path could not be found</p> </section> </main></body></html> \ No newline at end of file diff --git a/content/GA_1_6/Report_solution/fonts/KaTeX_Fraktur-Bold.woff2 b/content/GA_1_6/Report_solution/fonts/KaTeX_Fraktur-Bold.woff2 new file mode 100644 index 00000000..38467013 --- /dev/null +++ b/content/GA_1_6/Report_solution/fonts/KaTeX_Fraktur-Bold.woff2 @@ -0,0 +1 @@ +<!DOCTYPE html><html><head> <meta name="viewport" content="width=device-width, initial-scale=1, user-scalable=no"> <style> body { margin: 0; font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", "Roboto", "Oxygen", "Ubuntu", "Cantarell", "Fira Sans", "Droid Sans", "Helvetica Neue", sans-serif; cursor: default; -webkit-user-select: none; -moz-user-select: none; -ms-user-select: none; user-select: none; -webkit-font-smoothing: antialiased; text-rendering: optimizeLegibility; position: absolute; top: 0; left: 0; right: 0; bottom: 0; display: flex; flex-direction: column; } main, aside, section { display: flex; justify-content: center; align-items: center; flex-direction: column; } main { height: 100%; } aside { background: #000; flex-shrink: 1; padding: 30px 20px; } aside p { margin: 0; color: #999999; font-size: 14px; line-height: 24px; } aside a { color: #fff; text-decoration: none; } section span { font-size: 24px; font-weight: 500; display: block; border-bottom: 1px solid #EAEAEA; text-align: center; padding-bottom: 20px; width: 100px; } section p { font-size: 14px; font-weight: 400; } section span + p { margin: 20px 0 0 0; } @media (min-width: 768px) { section { height: 40px; flex-direction: row; } section span, section p { height: 100%; line-height: 40px; } section span { border-bottom: 0; border-right: 1px solid #EAEAEA; padding: 0 20px 0 0; width: auto; } section span + p { margin: 0; padding-left: 20px; } aside { padding: 50px 0; } aside p { max-width: 520px; text-align: center; } } </style></head><body> <main> <section> <span>404</span> <p>The requested path could not be found</p> </section> </main></body></html> \ No newline at end of file diff --git a/content/GA_1_6/Report_solution/fonts/KaTeX_Fraktur-Regular.ttf b/content/GA_1_6/Report_solution/fonts/KaTeX_Fraktur-Regular.ttf new file mode 100644 index 00000000..38467013 --- /dev/null +++ b/content/GA_1_6/Report_solution/fonts/KaTeX_Fraktur-Regular.ttf @@ -0,0 +1 @@ +<!DOCTYPE html><html><head> <meta name="viewport" content="width=device-width, initial-scale=1, user-scalable=no"> <style> body { margin: 0; font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", "Roboto", "Oxygen", "Ubuntu", "Cantarell", "Fira Sans", "Droid Sans", "Helvetica Neue", sans-serif; cursor: default; -webkit-user-select: none; -moz-user-select: none; -ms-user-select: none; user-select: none; -webkit-font-smoothing: antialiased; text-rendering: optimizeLegibility; position: absolute; top: 0; left: 0; right: 0; bottom: 0; display: flex; flex-direction: column; } main, aside, section { display: flex; justify-content: center; align-items: center; flex-direction: column; } main { height: 100%; } aside { background: #000; flex-shrink: 1; padding: 30px 20px; } aside p { margin: 0; color: #999999; font-size: 14px; line-height: 24px; } aside a { color: #fff; text-decoration: none; } section span { font-size: 24px; font-weight: 500; display: block; border-bottom: 1px solid #EAEAEA; text-align: center; padding-bottom: 20px; width: 100px; } section p { font-size: 14px; font-weight: 400; } section span + p { margin: 20px 0 0 0; } @media (min-width: 768px) { section { height: 40px; flex-direction: row; } section span, section p { height: 100%; line-height: 40px; } section span { border-bottom: 0; border-right: 1px solid #EAEAEA; padding: 0 20px 0 0; width: auto; } section span + p { margin: 0; padding-left: 20px; } aside { padding: 50px 0; } aside p { max-width: 520px; text-align: center; } } </style></head><body> <main> <section> <span>404</span> <p>The requested path could not be found</p> </section> </main></body></html> \ No newline at end of file diff --git a/content/GA_1_6/Report_solution/fonts/KaTeX_Fraktur-Regular.woff b/content/GA_1_6/Report_solution/fonts/KaTeX_Fraktur-Regular.woff new file mode 100644 index 00000000..38467013 --- /dev/null +++ b/content/GA_1_6/Report_solution/fonts/KaTeX_Fraktur-Regular.woff @@ -0,0 +1 @@ +<!DOCTYPE html><html><head> <meta name="viewport" content="width=device-width, initial-scale=1, user-scalable=no"> <style> body { margin: 0; font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", "Roboto", "Oxygen", "Ubuntu", "Cantarell", "Fira Sans", "Droid Sans", "Helvetica Neue", sans-serif; cursor: default; -webkit-user-select: none; -moz-user-select: none; -ms-user-select: none; user-select: none; -webkit-font-smoothing: antialiased; text-rendering: optimizeLegibility; position: absolute; top: 0; left: 0; right: 0; bottom: 0; display: flex; flex-direction: column; } main, aside, section { display: flex; justify-content: center; align-items: center; flex-direction: column; } main { height: 100%; } aside { background: #000; flex-shrink: 1; padding: 30px 20px; } aside p { margin: 0; color: #999999; font-size: 14px; line-height: 24px; } aside a { color: #fff; text-decoration: none; } section span { font-size: 24px; font-weight: 500; display: block; border-bottom: 1px solid #EAEAEA; text-align: center; padding-bottom: 20px; width: 100px; } section p { font-size: 14px; font-weight: 400; } section span + p { margin: 20px 0 0 0; } @media (min-width: 768px) { section { height: 40px; flex-direction: row; } section span, section p { height: 100%; line-height: 40px; } section span { border-bottom: 0; border-right: 1px solid #EAEAEA; padding: 0 20px 0 0; width: auto; } section span + p { margin: 0; padding-left: 20px; } aside { padding: 50px 0; } aside p { max-width: 520px; text-align: center; } } </style></head><body> <main> <section> <span>404</span> <p>The requested path could not be found</p> </section> </main></body></html> \ No newline at end of file diff --git a/content/GA_1_6/Report_solution/fonts/KaTeX_Fraktur-Regular.woff2 b/content/GA_1_6/Report_solution/fonts/KaTeX_Fraktur-Regular.woff2 new file mode 100644 index 00000000..38467013 --- /dev/null +++ b/content/GA_1_6/Report_solution/fonts/KaTeX_Fraktur-Regular.woff2 @@ -0,0 +1 @@ +<!DOCTYPE html><html><head> <meta name="viewport" content="width=device-width, initial-scale=1, user-scalable=no"> <style> body { margin: 0; font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", "Roboto", "Oxygen", "Ubuntu", "Cantarell", "Fira Sans", "Droid Sans", "Helvetica Neue", sans-serif; cursor: default; -webkit-user-select: none; -moz-user-select: none; -ms-user-select: none; user-select: none; -webkit-font-smoothing: antialiased; text-rendering: optimizeLegibility; position: absolute; top: 0; left: 0; right: 0; bottom: 0; display: flex; flex-direction: column; } main, aside, section { display: flex; justify-content: center; align-items: center; flex-direction: column; } main { height: 100%; } aside { background: #000; flex-shrink: 1; padding: 30px 20px; } aside p { margin: 0; color: #999999; font-size: 14px; line-height: 24px; } aside a { color: #fff; text-decoration: none; } section span { font-size: 24px; font-weight: 500; display: block; border-bottom: 1px solid #EAEAEA; text-align: center; padding-bottom: 20px; width: 100px; } section p { font-size: 14px; font-weight: 400; } section span + p { margin: 20px 0 0 0; } @media (min-width: 768px) { section { height: 40px; flex-direction: row; } section span, section p { height: 100%; line-height: 40px; } section span { border-bottom: 0; border-right: 1px solid #EAEAEA; padding: 0 20px 0 0; width: auto; } section span + p { margin: 0; padding-left: 20px; } aside { padding: 50px 0; } aside p { max-width: 520px; text-align: center; } } </style></head><body> <main> <section> <span>404</span> <p>The requested path could not be found</p> </section> </main></body></html> \ No newline at end of file diff --git a/content/GA_1_6/Report_solution/fonts/KaTeX_Main-Bold.ttf b/content/GA_1_6/Report_solution/fonts/KaTeX_Main-Bold.ttf new file mode 100644 index 00000000..38467013 --- /dev/null +++ b/content/GA_1_6/Report_solution/fonts/KaTeX_Main-Bold.ttf @@ -0,0 +1 @@ +<!DOCTYPE html><html><head> <meta name="viewport" content="width=device-width, initial-scale=1, user-scalable=no"> <style> body { margin: 0; font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", "Roboto", "Oxygen", "Ubuntu", "Cantarell", "Fira Sans", "Droid Sans", "Helvetica Neue", sans-serif; cursor: default; -webkit-user-select: none; -moz-user-select: none; -ms-user-select: none; user-select: none; -webkit-font-smoothing: antialiased; text-rendering: optimizeLegibility; position: absolute; top: 0; left: 0; right: 0; bottom: 0; display: flex; flex-direction: column; } main, aside, section { display: flex; justify-content: center; align-items: center; flex-direction: column; } main { height: 100%; } aside { background: #000; flex-shrink: 1; padding: 30px 20px; } aside p { margin: 0; color: #999999; font-size: 14px; line-height: 24px; } aside a { color: #fff; text-decoration: none; } section span { font-size: 24px; font-weight: 500; display: block; border-bottom: 1px solid #EAEAEA; text-align: center; padding-bottom: 20px; width: 100px; } section p { font-size: 14px; font-weight: 400; } section span + p { margin: 20px 0 0 0; } @media (min-width: 768px) { section { height: 40px; flex-direction: row; } section span, section p { height: 100%; line-height: 40px; } section span { border-bottom: 0; border-right: 1px solid #EAEAEA; padding: 0 20px 0 0; width: auto; } section span + p { margin: 0; padding-left: 20px; } aside { padding: 50px 0; } aside p { max-width: 520px; text-align: center; } } </style></head><body> <main> <section> <span>404</span> <p>The requested path could not be found</p> </section> </main></body></html> \ No newline at end of file diff --git a/content/GA_1_6/Report_solution/fonts/KaTeX_Main-Bold.woff b/content/GA_1_6/Report_solution/fonts/KaTeX_Main-Bold.woff new file mode 100644 index 00000000..38467013 --- /dev/null +++ b/content/GA_1_6/Report_solution/fonts/KaTeX_Main-Bold.woff @@ -0,0 +1 @@ +<!DOCTYPE html><html><head> <meta name="viewport" content="width=device-width, initial-scale=1, user-scalable=no"> <style> body { margin: 0; font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", "Roboto", "Oxygen", "Ubuntu", "Cantarell", "Fira Sans", "Droid Sans", "Helvetica Neue", sans-serif; cursor: default; -webkit-user-select: none; -moz-user-select: none; -ms-user-select: none; user-select: none; -webkit-font-smoothing: antialiased; text-rendering: optimizeLegibility; position: absolute; top: 0; left: 0; right: 0; bottom: 0; display: flex; flex-direction: column; } main, aside, section { display: flex; justify-content: center; align-items: center; flex-direction: column; } main { height: 100%; } aside { background: #000; flex-shrink: 1; padding: 30px 20px; } aside p { margin: 0; color: #999999; font-size: 14px; line-height: 24px; } aside a { color: #fff; text-decoration: none; } section span { font-size: 24px; font-weight: 500; display: block; border-bottom: 1px solid #EAEAEA; text-align: center; padding-bottom: 20px; width: 100px; } section p { font-size: 14px; font-weight: 400; } section span + p { margin: 20px 0 0 0; } @media (min-width: 768px) { section { height: 40px; flex-direction: row; } section span, section p { height: 100%; line-height: 40px; } section span { border-bottom: 0; border-right: 1px solid #EAEAEA; padding: 0 20px 0 0; width: auto; } section span + p { margin: 0; padding-left: 20px; } aside { padding: 50px 0; } aside p { max-width: 520px; text-align: center; } } </style></head><body> <main> <section> <span>404</span> <p>The requested path could not be found</p> </section> </main></body></html> \ No newline at end of file diff --git a/content/GA_1_6/Report_solution/fonts/KaTeX_Main-Bold.woff2 b/content/GA_1_6/Report_solution/fonts/KaTeX_Main-Bold.woff2 new file mode 100644 index 00000000..38467013 --- /dev/null +++ b/content/GA_1_6/Report_solution/fonts/KaTeX_Main-Bold.woff2 @@ -0,0 +1 @@ +<!DOCTYPE html><html><head> <meta name="viewport" content="width=device-width, initial-scale=1, user-scalable=no"> <style> body { margin: 0; font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", "Roboto", "Oxygen", "Ubuntu", "Cantarell", "Fira Sans", "Droid Sans", "Helvetica Neue", sans-serif; cursor: default; -webkit-user-select: none; -moz-user-select: none; -ms-user-select: none; user-select: none; -webkit-font-smoothing: antialiased; text-rendering: optimizeLegibility; position: absolute; top: 0; left: 0; right: 0; bottom: 0; display: flex; flex-direction: column; } main, aside, section { display: flex; justify-content: center; align-items: center; flex-direction: column; } main { height: 100%; } aside { background: #000; flex-shrink: 1; padding: 30px 20px; } aside p { margin: 0; color: #999999; font-size: 14px; line-height: 24px; } aside a { color: #fff; text-decoration: none; } section span { font-size: 24px; font-weight: 500; display: block; border-bottom: 1px solid #EAEAEA; text-align: center; padding-bottom: 20px; width: 100px; } section p { font-size: 14px; font-weight: 400; } section span + p { margin: 20px 0 0 0; } @media (min-width: 768px) { section { height: 40px; flex-direction: row; } section span, section p { height: 100%; line-height: 40px; } section span { border-bottom: 0; border-right: 1px solid #EAEAEA; padding: 0 20px 0 0; width: auto; } section span + p { margin: 0; padding-left: 20px; } aside { padding: 50px 0; } aside p { max-width: 520px; text-align: center; } } </style></head><body> <main> <section> <span>404</span> <p>The requested path could not be found</p> </section> </main></body></html> \ No newline at end of file diff --git a/content/GA_1_6/Report_solution/fonts/KaTeX_Main-BoldItalic.ttf b/content/GA_1_6/Report_solution/fonts/KaTeX_Main-BoldItalic.ttf new file mode 100644 index 00000000..38467013 --- /dev/null +++ b/content/GA_1_6/Report_solution/fonts/KaTeX_Main-BoldItalic.ttf @@ -0,0 +1 @@ +<!DOCTYPE html><html><head> <meta name="viewport" content="width=device-width, initial-scale=1, user-scalable=no"> <style> body { margin: 0; font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", "Roboto", "Oxygen", "Ubuntu", "Cantarell", "Fira Sans", "Droid Sans", "Helvetica Neue", sans-serif; cursor: default; -webkit-user-select: none; -moz-user-select: none; -ms-user-select: none; user-select: none; -webkit-font-smoothing: antialiased; text-rendering: optimizeLegibility; position: absolute; top: 0; left: 0; right: 0; bottom: 0; display: flex; flex-direction: column; } main, aside, section { display: flex; justify-content: center; align-items: center; flex-direction: column; } main { height: 100%; } aside { background: #000; flex-shrink: 1; padding: 30px 20px; } aside p { margin: 0; color: #999999; font-size: 14px; line-height: 24px; } aside a { color: #fff; text-decoration: none; } section span { font-size: 24px; font-weight: 500; display: block; border-bottom: 1px solid #EAEAEA; text-align: center; padding-bottom: 20px; width: 100px; } section p { font-size: 14px; font-weight: 400; } section span + p { margin: 20px 0 0 0; } @media (min-width: 768px) { section { height: 40px; flex-direction: row; } section span, section p { height: 100%; line-height: 40px; } section span { border-bottom: 0; border-right: 1px solid #EAEAEA; padding: 0 20px 0 0; width: auto; } section span + p { margin: 0; padding-left: 20px; } aside { padding: 50px 0; } aside p { max-width: 520px; text-align: center; } } </style></head><body> <main> <section> <span>404</span> <p>The requested path could not be found</p> </section> </main></body></html> \ No newline at end of file diff --git a/content/GA_1_6/Report_solution/fonts/KaTeX_Main-BoldItalic.woff b/content/GA_1_6/Report_solution/fonts/KaTeX_Main-BoldItalic.woff new file mode 100644 index 00000000..38467013 --- /dev/null +++ b/content/GA_1_6/Report_solution/fonts/KaTeX_Main-BoldItalic.woff @@ -0,0 +1 @@ +<!DOCTYPE html><html><head> <meta name="viewport" content="width=device-width, initial-scale=1, user-scalable=no"> <style> body { margin: 0; font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", "Roboto", "Oxygen", "Ubuntu", "Cantarell", "Fira Sans", "Droid Sans", "Helvetica Neue", sans-serif; cursor: default; -webkit-user-select: none; -moz-user-select: none; -ms-user-select: none; user-select: none; -webkit-font-smoothing: antialiased; text-rendering: optimizeLegibility; position: absolute; top: 0; left: 0; right: 0; bottom: 0; display: flex; flex-direction: column; } main, aside, section { display: flex; justify-content: center; align-items: center; flex-direction: column; } main { height: 100%; } aside { background: #000; flex-shrink: 1; padding: 30px 20px; } aside p { margin: 0; color: #999999; font-size: 14px; line-height: 24px; } aside a { color: #fff; text-decoration: none; } section span { font-size: 24px; font-weight: 500; display: block; border-bottom: 1px solid #EAEAEA; text-align: center; padding-bottom: 20px; width: 100px; } section p { font-size: 14px; font-weight: 400; } section span + p { margin: 20px 0 0 0; } @media (min-width: 768px) { section { height: 40px; flex-direction: row; } section span, section p { height: 100%; line-height: 40px; } section span { border-bottom: 0; border-right: 1px solid #EAEAEA; padding: 0 20px 0 0; width: auto; } section span + p { margin: 0; padding-left: 20px; } aside { padding: 50px 0; } aside p { max-width: 520px; text-align: center; } } </style></head><body> <main> <section> <span>404</span> <p>The requested path could not be found</p> </section> </main></body></html> \ No newline at end of file diff --git a/content/GA_1_6/Report_solution/fonts/KaTeX_Main-BoldItalic.woff2 b/content/GA_1_6/Report_solution/fonts/KaTeX_Main-BoldItalic.woff2 new file mode 100644 index 00000000..38467013 --- /dev/null +++ b/content/GA_1_6/Report_solution/fonts/KaTeX_Main-BoldItalic.woff2 @@ -0,0 +1 @@ +<!DOCTYPE html><html><head> <meta name="viewport" content="width=device-width, initial-scale=1, user-scalable=no"> <style> body { margin: 0; font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", "Roboto", "Oxygen", "Ubuntu", "Cantarell", "Fira Sans", "Droid Sans", "Helvetica Neue", sans-serif; cursor: default; -webkit-user-select: none; -moz-user-select: none; -ms-user-select: none; user-select: none; -webkit-font-smoothing: antialiased; text-rendering: optimizeLegibility; position: absolute; top: 0; left: 0; right: 0; bottom: 0; display: flex; flex-direction: column; } main, aside, section { display: flex; justify-content: center; align-items: center; flex-direction: column; } main { height: 100%; } aside { background: #000; flex-shrink: 1; padding: 30px 20px; } aside p { margin: 0; color: #999999; font-size: 14px; line-height: 24px; } aside a { color: #fff; text-decoration: none; } section span { font-size: 24px; font-weight: 500; display: block; border-bottom: 1px solid #EAEAEA; text-align: center; padding-bottom: 20px; width: 100px; } section p { font-size: 14px; font-weight: 400; } section span + p { margin: 20px 0 0 0; } @media (min-width: 768px) { section { height: 40px; flex-direction: row; } section span, section p { height: 100%; line-height: 40px; } section span { border-bottom: 0; border-right: 1px solid #EAEAEA; padding: 0 20px 0 0; width: auto; } section span + p { margin: 0; padding-left: 20px; } aside { padding: 50px 0; } aside p { max-width: 520px; text-align: center; } } </style></head><body> <main> <section> <span>404</span> <p>The requested path could not be found</p> </section> </main></body></html> \ No newline at end of file diff --git a/content/GA_1_6/Report_solution/fonts/KaTeX_Main-Italic.ttf b/content/GA_1_6/Report_solution/fonts/KaTeX_Main-Italic.ttf new file mode 100644 index 00000000..38467013 --- /dev/null +++ b/content/GA_1_6/Report_solution/fonts/KaTeX_Main-Italic.ttf @@ -0,0 +1 @@ +<!DOCTYPE html><html><head> <meta name="viewport" content="width=device-width, initial-scale=1, user-scalable=no"> <style> body { margin: 0; font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", "Roboto", "Oxygen", "Ubuntu", "Cantarell", "Fira Sans", "Droid Sans", "Helvetica Neue", sans-serif; cursor: default; -webkit-user-select: none; -moz-user-select: none; -ms-user-select: none; user-select: none; -webkit-font-smoothing: antialiased; text-rendering: optimizeLegibility; position: absolute; top: 0; left: 0; right: 0; bottom: 0; display: flex; flex-direction: column; } main, aside, section { display: flex; justify-content: center; align-items: center; flex-direction: column; } main { height: 100%; } aside { background: #000; flex-shrink: 1; padding: 30px 20px; } aside p { margin: 0; color: #999999; font-size: 14px; line-height: 24px; } aside a { color: #fff; text-decoration: none; } section span { font-size: 24px; font-weight: 500; display: block; border-bottom: 1px solid #EAEAEA; text-align: center; padding-bottom: 20px; width: 100px; } section p { font-size: 14px; font-weight: 400; } section span + p { margin: 20px 0 0 0; } @media (min-width: 768px) { section { height: 40px; flex-direction: row; } section span, section p { height: 100%; line-height: 40px; } section span { border-bottom: 0; border-right: 1px solid #EAEAEA; padding: 0 20px 0 0; width: auto; } section span + p { margin: 0; padding-left: 20px; } aside { padding: 50px 0; } aside p { max-width: 520px; text-align: center; } } </style></head><body> <main> <section> <span>404</span> <p>The requested path could not be found</p> </section> </main></body></html> \ No newline at end of file diff --git a/content/GA_1_6/Report_solution/fonts/KaTeX_Main-Italic.woff b/content/GA_1_6/Report_solution/fonts/KaTeX_Main-Italic.woff new file mode 100644 index 00000000..38467013 --- /dev/null +++ b/content/GA_1_6/Report_solution/fonts/KaTeX_Main-Italic.woff @@ -0,0 +1 @@ +<!DOCTYPE html><html><head> <meta name="viewport" content="width=device-width, initial-scale=1, user-scalable=no"> <style> body { margin: 0; font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", "Roboto", "Oxygen", "Ubuntu", "Cantarell", "Fira Sans", "Droid Sans", "Helvetica Neue", sans-serif; cursor: default; -webkit-user-select: none; -moz-user-select: none; -ms-user-select: none; user-select: none; -webkit-font-smoothing: antialiased; text-rendering: optimizeLegibility; position: absolute; top: 0; left: 0; right: 0; bottom: 0; display: flex; flex-direction: column; } main, aside, section { display: flex; justify-content: center; align-items: center; flex-direction: column; } main { height: 100%; } aside { background: #000; flex-shrink: 1; padding: 30px 20px; } aside p { margin: 0; color: #999999; font-size: 14px; line-height: 24px; } aside a { color: #fff; text-decoration: none; } section span { font-size: 24px; font-weight: 500; display: block; border-bottom: 1px solid #EAEAEA; text-align: center; padding-bottom: 20px; width: 100px; } section p { font-size: 14px; font-weight: 400; } section span + p { margin: 20px 0 0 0; } @media (min-width: 768px) { section { height: 40px; flex-direction: row; } section span, section p { height: 100%; line-height: 40px; } section span { border-bottom: 0; border-right: 1px solid #EAEAEA; padding: 0 20px 0 0; width: auto; } section span + p { margin: 0; padding-left: 20px; } aside { padding: 50px 0; } aside p { max-width: 520px; text-align: center; } } </style></head><body> <main> <section> <span>404</span> <p>The requested path could not be found</p> </section> </main></body></html> \ No newline at end of file diff --git a/content/GA_1_6/Report_solution/fonts/KaTeX_Main-Italic.woff2 b/content/GA_1_6/Report_solution/fonts/KaTeX_Main-Italic.woff2 new file mode 100644 index 00000000..38467013 --- /dev/null +++ b/content/GA_1_6/Report_solution/fonts/KaTeX_Main-Italic.woff2 @@ -0,0 +1 @@ +<!DOCTYPE html><html><head> <meta name="viewport" content="width=device-width, initial-scale=1, user-scalable=no"> <style> body { margin: 0; font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", "Roboto", "Oxygen", "Ubuntu", "Cantarell", "Fira Sans", "Droid Sans", "Helvetica Neue", sans-serif; cursor: default; -webkit-user-select: none; -moz-user-select: none; -ms-user-select: none; user-select: none; -webkit-font-smoothing: antialiased; text-rendering: optimizeLegibility; position: absolute; top: 0; left: 0; right: 0; bottom: 0; display: flex; flex-direction: column; } main, aside, section { display: flex; justify-content: center; align-items: center; flex-direction: column; } main { height: 100%; } aside { background: #000; flex-shrink: 1; padding: 30px 20px; } aside p { margin: 0; color: #999999; font-size: 14px; line-height: 24px; } aside a { color: #fff; text-decoration: none; } section span { font-size: 24px; font-weight: 500; display: block; border-bottom: 1px solid #EAEAEA; text-align: center; padding-bottom: 20px; width: 100px; } section p { font-size: 14px; font-weight: 400; } section span + p { margin: 20px 0 0 0; } @media (min-width: 768px) { section { height: 40px; flex-direction: row; } section span, section p { height: 100%; line-height: 40px; } section span { border-bottom: 0; border-right: 1px solid #EAEAEA; padding: 0 20px 0 0; width: auto; } section span + p { margin: 0; padding-left: 20px; } aside { padding: 50px 0; } aside p { max-width: 520px; text-align: center; } } </style></head><body> <main> <section> <span>404</span> <p>The requested path could not be found</p> </section> </main></body></html> \ No newline at end of file diff --git a/content/GA_1_6/Report_solution/fonts/KaTeX_Main-Regular.ttf b/content/GA_1_6/Report_solution/fonts/KaTeX_Main-Regular.ttf new file mode 100644 index 00000000..38467013 --- /dev/null +++ b/content/GA_1_6/Report_solution/fonts/KaTeX_Main-Regular.ttf @@ -0,0 +1 @@ +<!DOCTYPE html><html><head> <meta name="viewport" content="width=device-width, initial-scale=1, user-scalable=no"> <style> body { margin: 0; font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", "Roboto", "Oxygen", "Ubuntu", "Cantarell", "Fira Sans", "Droid Sans", "Helvetica Neue", sans-serif; cursor: default; -webkit-user-select: none; -moz-user-select: none; -ms-user-select: none; user-select: none; -webkit-font-smoothing: antialiased; text-rendering: optimizeLegibility; position: absolute; top: 0; left: 0; right: 0; bottom: 0; display: flex; flex-direction: column; } main, aside, section { display: flex; justify-content: center; align-items: center; flex-direction: column; } main { height: 100%; } aside { background: #000; flex-shrink: 1; padding: 30px 20px; } aside p { margin: 0; color: #999999; font-size: 14px; line-height: 24px; } aside a { color: #fff; text-decoration: none; } section span { font-size: 24px; font-weight: 500; display: block; border-bottom: 1px solid #EAEAEA; text-align: center; padding-bottom: 20px; width: 100px; } section p { font-size: 14px; font-weight: 400; } section span + p { margin: 20px 0 0 0; } @media (min-width: 768px) { section { height: 40px; flex-direction: row; } section span, section p { height: 100%; line-height: 40px; } section span { border-bottom: 0; border-right: 1px solid #EAEAEA; padding: 0 20px 0 0; width: auto; } section span + p { margin: 0; padding-left: 20px; } aside { padding: 50px 0; } aside p { max-width: 520px; text-align: center; } } </style></head><body> <main> <section> <span>404</span> <p>The requested path could not be found</p> </section> </main></body></html> \ No newline at end of file diff --git a/content/GA_1_6/Report_solution/fonts/KaTeX_Main-Regular.woff b/content/GA_1_6/Report_solution/fonts/KaTeX_Main-Regular.woff new file mode 100644 index 00000000..38467013 --- /dev/null +++ b/content/GA_1_6/Report_solution/fonts/KaTeX_Main-Regular.woff @@ -0,0 +1 @@ +<!DOCTYPE html><html><head> <meta name="viewport" content="width=device-width, initial-scale=1, user-scalable=no"> <style> body { margin: 0; font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", "Roboto", "Oxygen", "Ubuntu", "Cantarell", "Fira Sans", "Droid Sans", "Helvetica Neue", sans-serif; cursor: default; -webkit-user-select: none; -moz-user-select: none; -ms-user-select: none; user-select: none; -webkit-font-smoothing: antialiased; text-rendering: optimizeLegibility; position: absolute; top: 0; left: 0; right: 0; bottom: 0; display: flex; flex-direction: column; } main, aside, section { display: flex; justify-content: center; align-items: center; flex-direction: column; } main { height: 100%; } aside { background: #000; flex-shrink: 1; padding: 30px 20px; } aside p { margin: 0; color: #999999; font-size: 14px; line-height: 24px; } aside a { color: #fff; text-decoration: none; } section span { font-size: 24px; font-weight: 500; display: block; border-bottom: 1px solid #EAEAEA; text-align: center; padding-bottom: 20px; width: 100px; } section p { font-size: 14px; font-weight: 400; } section span + p { margin: 20px 0 0 0; } @media (min-width: 768px) { section { height: 40px; flex-direction: row; } section span, section p { height: 100%; line-height: 40px; } section span { border-bottom: 0; border-right: 1px solid #EAEAEA; padding: 0 20px 0 0; width: auto; } section span + p { margin: 0; padding-left: 20px; } aside { padding: 50px 0; } aside p { max-width: 520px; text-align: center; } } </style></head><body> <main> <section> <span>404</span> <p>The requested path could not be found</p> </section> </main></body></html> \ No newline at end of file diff --git a/content/GA_1_6/Report_solution/fonts/KaTeX_Main-Regular.woff2 b/content/GA_1_6/Report_solution/fonts/KaTeX_Main-Regular.woff2 new file mode 100644 index 00000000..38467013 --- /dev/null +++ b/content/GA_1_6/Report_solution/fonts/KaTeX_Main-Regular.woff2 @@ -0,0 +1 @@ +<!DOCTYPE html><html><head> <meta name="viewport" content="width=device-width, initial-scale=1, user-scalable=no"> <style> body { margin: 0; font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", "Roboto", "Oxygen", "Ubuntu", "Cantarell", "Fira Sans", "Droid Sans", "Helvetica Neue", sans-serif; cursor: default; -webkit-user-select: none; -moz-user-select: none; -ms-user-select: none; user-select: none; -webkit-font-smoothing: antialiased; text-rendering: optimizeLegibility; position: absolute; top: 0; left: 0; right: 0; bottom: 0; display: flex; flex-direction: column; } main, aside, section { display: flex; justify-content: center; align-items: center; flex-direction: column; } main { height: 100%; } aside { background: #000; flex-shrink: 1; padding: 30px 20px; } aside p { margin: 0; color: #999999; font-size: 14px; line-height: 24px; } aside a { color: #fff; text-decoration: none; } section span { font-size: 24px; font-weight: 500; display: block; border-bottom: 1px solid #EAEAEA; text-align: center; padding-bottom: 20px; width: 100px; } section p { font-size: 14px; font-weight: 400; } section span + p { margin: 20px 0 0 0; } @media (min-width: 768px) { section { height: 40px; flex-direction: row; } section span, section p { height: 100%; line-height: 40px; } section span { border-bottom: 0; border-right: 1px solid #EAEAEA; padding: 0 20px 0 0; width: auto; } section span + p { margin: 0; padding-left: 20px; } aside { padding: 50px 0; } aside p { max-width: 520px; text-align: center; } } </style></head><body> <main> <section> <span>404</span> <p>The requested path could not be found</p> </section> </main></body></html> \ No newline at end of file diff --git a/content/GA_1_6/Report_solution/fonts/KaTeX_Math-BoldItalic.ttf b/content/GA_1_6/Report_solution/fonts/KaTeX_Math-BoldItalic.ttf new file mode 100644 index 00000000..38467013 --- /dev/null +++ b/content/GA_1_6/Report_solution/fonts/KaTeX_Math-BoldItalic.ttf @@ -0,0 +1 @@ +<!DOCTYPE html><html><head> <meta name="viewport" content="width=device-width, initial-scale=1, user-scalable=no"> <style> body { margin: 0; font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", "Roboto", "Oxygen", "Ubuntu", "Cantarell", "Fira Sans", "Droid Sans", "Helvetica Neue", sans-serif; cursor: default; -webkit-user-select: none; -moz-user-select: none; -ms-user-select: none; user-select: none; -webkit-font-smoothing: antialiased; text-rendering: optimizeLegibility; position: absolute; top: 0; left: 0; right: 0; bottom: 0; display: flex; flex-direction: column; } main, aside, section { display: flex; justify-content: center; align-items: center; flex-direction: column; } main { height: 100%; } aside { background: #000; flex-shrink: 1; padding: 30px 20px; } aside p { margin: 0; color: #999999; font-size: 14px; line-height: 24px; } aside a { color: #fff; text-decoration: none; } section span { font-size: 24px; font-weight: 500; display: block; border-bottom: 1px solid #EAEAEA; text-align: center; padding-bottom: 20px; width: 100px; } section p { font-size: 14px; font-weight: 400; } section span + p { margin: 20px 0 0 0; } @media (min-width: 768px) { section { height: 40px; flex-direction: row; } section span, section p { height: 100%; line-height: 40px; } section span { border-bottom: 0; border-right: 1px solid #EAEAEA; padding: 0 20px 0 0; width: auto; } section span + p { margin: 0; padding-left: 20px; } aside { padding: 50px 0; } aside p { max-width: 520px; text-align: center; } } </style></head><body> <main> <section> <span>404</span> <p>The requested path could not be found</p> </section> </main></body></html> \ No newline at end of file diff --git a/content/GA_1_6/Report_solution/fonts/KaTeX_Math-BoldItalic.woff b/content/GA_1_6/Report_solution/fonts/KaTeX_Math-BoldItalic.woff new file mode 100644 index 00000000..38467013 --- /dev/null +++ b/content/GA_1_6/Report_solution/fonts/KaTeX_Math-BoldItalic.woff @@ -0,0 +1 @@ +<!DOCTYPE html><html><head> <meta name="viewport" content="width=device-width, initial-scale=1, user-scalable=no"> <style> body { margin: 0; font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", "Roboto", "Oxygen", "Ubuntu", "Cantarell", "Fira Sans", "Droid Sans", "Helvetica Neue", sans-serif; cursor: default; -webkit-user-select: none; -moz-user-select: none; -ms-user-select: none; user-select: none; -webkit-font-smoothing: antialiased; text-rendering: optimizeLegibility; position: absolute; top: 0; left: 0; right: 0; bottom: 0; display: flex; flex-direction: column; } main, aside, section { display: flex; justify-content: center; align-items: center; flex-direction: column; } main { height: 100%; } aside { background: #000; flex-shrink: 1; padding: 30px 20px; } aside p { margin: 0; color: #999999; font-size: 14px; line-height: 24px; } aside a { color: #fff; text-decoration: none; } section span { font-size: 24px; font-weight: 500; display: block; border-bottom: 1px solid #EAEAEA; text-align: center; padding-bottom: 20px; width: 100px; } section p { font-size: 14px; font-weight: 400; } section span + p { margin: 20px 0 0 0; } @media (min-width: 768px) { section { height: 40px; flex-direction: row; } section span, section p { height: 100%; line-height: 40px; } section span { border-bottom: 0; border-right: 1px solid #EAEAEA; padding: 0 20px 0 0; width: auto; } section span + p { margin: 0; padding-left: 20px; } aside { padding: 50px 0; } aside p { max-width: 520px; text-align: center; } } </style></head><body> <main> <section> <span>404</span> <p>The requested path could not be found</p> </section> </main></body></html> \ No newline at end of file diff --git a/content/GA_1_6/Report_solution/fonts/KaTeX_Math-BoldItalic.woff2 b/content/GA_1_6/Report_solution/fonts/KaTeX_Math-BoldItalic.woff2 new file mode 100644 index 00000000..38467013 --- /dev/null +++ b/content/GA_1_6/Report_solution/fonts/KaTeX_Math-BoldItalic.woff2 @@ -0,0 +1 @@ +<!DOCTYPE html><html><head> <meta name="viewport" content="width=device-width, initial-scale=1, user-scalable=no"> <style> body { margin: 0; font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", "Roboto", "Oxygen", "Ubuntu", "Cantarell", "Fira Sans", "Droid Sans", "Helvetica Neue", sans-serif; cursor: default; -webkit-user-select: none; -moz-user-select: none; -ms-user-select: none; user-select: none; -webkit-font-smoothing: antialiased; text-rendering: optimizeLegibility; position: absolute; top: 0; left: 0; right: 0; bottom: 0; display: flex; flex-direction: column; } main, aside, section { display: flex; justify-content: center; align-items: center; flex-direction: column; } main { height: 100%; } aside { background: #000; flex-shrink: 1; padding: 30px 20px; } aside p { margin: 0; color: #999999; font-size: 14px; line-height: 24px; } aside a { color: #fff; text-decoration: none; } section span { font-size: 24px; font-weight: 500; display: block; border-bottom: 1px solid #EAEAEA; text-align: center; padding-bottom: 20px; width: 100px; } section p { font-size: 14px; font-weight: 400; } section span + p { margin: 20px 0 0 0; } @media (min-width: 768px) { section { height: 40px; flex-direction: row; } section span, section p { height: 100%; line-height: 40px; } section span { border-bottom: 0; border-right: 1px solid #EAEAEA; padding: 0 20px 0 0; width: auto; } section span + p { margin: 0; padding-left: 20px; } aside { padding: 50px 0; } aside p { max-width: 520px; text-align: center; } } </style></head><body> <main> <section> <span>404</span> <p>The requested path could not be found</p> </section> </main></body></html> \ No newline at end of file diff --git a/content/GA_1_6/Report_solution/fonts/KaTeX_Math-Italic.ttf b/content/GA_1_6/Report_solution/fonts/KaTeX_Math-Italic.ttf new file mode 100644 index 00000000..38467013 --- /dev/null +++ b/content/GA_1_6/Report_solution/fonts/KaTeX_Math-Italic.ttf @@ -0,0 +1 @@ +<!DOCTYPE html><html><head> <meta name="viewport" content="width=device-width, initial-scale=1, user-scalable=no"> <style> body { margin: 0; font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", "Roboto", "Oxygen", "Ubuntu", "Cantarell", "Fira Sans", "Droid Sans", "Helvetica Neue", sans-serif; cursor: default; -webkit-user-select: none; -moz-user-select: none; -ms-user-select: none; user-select: none; -webkit-font-smoothing: antialiased; text-rendering: optimizeLegibility; position: absolute; top: 0; left: 0; right: 0; bottom: 0; display: flex; flex-direction: column; } main, aside, section { display: flex; justify-content: center; align-items: center; flex-direction: column; } main { height: 100%; } aside { background: #000; flex-shrink: 1; padding: 30px 20px; } aside p { margin: 0; color: #999999; font-size: 14px; line-height: 24px; } aside a { color: #fff; text-decoration: none; } section span { font-size: 24px; font-weight: 500; display: block; border-bottom: 1px solid #EAEAEA; text-align: center; padding-bottom: 20px; width: 100px; } section p { font-size: 14px; font-weight: 400; } section span + p { margin: 20px 0 0 0; } @media (min-width: 768px) { section { height: 40px; flex-direction: row; } section span, section p { height: 100%; line-height: 40px; } section span { border-bottom: 0; border-right: 1px solid #EAEAEA; padding: 0 20px 0 0; width: auto; } section span + p { margin: 0; padding-left: 20px; } aside { padding: 50px 0; } aside p { max-width: 520px; text-align: center; } } </style></head><body> <main> <section> <span>404</span> <p>The requested path could not be found</p> </section> </main></body></html> \ No newline at end of file diff --git a/content/GA_1_6/Report_solution/fonts/KaTeX_Math-Italic.woff b/content/GA_1_6/Report_solution/fonts/KaTeX_Math-Italic.woff new file mode 100644 index 00000000..38467013 --- /dev/null +++ b/content/GA_1_6/Report_solution/fonts/KaTeX_Math-Italic.woff @@ -0,0 +1 @@ +<!DOCTYPE html><html><head> <meta name="viewport" content="width=device-width, initial-scale=1, user-scalable=no"> <style> body { margin: 0; font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", "Roboto", "Oxygen", "Ubuntu", "Cantarell", "Fira Sans", "Droid Sans", "Helvetica Neue", sans-serif; cursor: default; -webkit-user-select: none; -moz-user-select: none; -ms-user-select: none; user-select: none; -webkit-font-smoothing: antialiased; text-rendering: optimizeLegibility; position: absolute; top: 0; left: 0; right: 0; bottom: 0; display: flex; flex-direction: column; } main, aside, section { display: flex; justify-content: center; align-items: center; flex-direction: column; } main { height: 100%; } aside { background: #000; flex-shrink: 1; padding: 30px 20px; } aside p { margin: 0; color: #999999; font-size: 14px; line-height: 24px; } aside a { color: #fff; text-decoration: none; } section span { font-size: 24px; font-weight: 500; display: block; border-bottom: 1px solid #EAEAEA; text-align: center; padding-bottom: 20px; width: 100px; } section p { font-size: 14px; font-weight: 400; } section span + p { margin: 20px 0 0 0; } @media (min-width: 768px) { section { height: 40px; flex-direction: row; } section span, section p { height: 100%; line-height: 40px; } section span { border-bottom: 0; border-right: 1px solid #EAEAEA; padding: 0 20px 0 0; width: auto; } section span + p { margin: 0; padding-left: 20px; } aside { padding: 50px 0; } aside p { max-width: 520px; text-align: center; } } </style></head><body> <main> <section> <span>404</span> <p>The requested path could not be found</p> </section> </main></body></html> \ No newline at end of file diff --git a/content/GA_1_6/Report_solution/fonts/KaTeX_Math-Italic.woff2 b/content/GA_1_6/Report_solution/fonts/KaTeX_Math-Italic.woff2 new file mode 100644 index 00000000..38467013 --- /dev/null +++ b/content/GA_1_6/Report_solution/fonts/KaTeX_Math-Italic.woff2 @@ -0,0 +1 @@ +<!DOCTYPE html><html><head> <meta name="viewport" content="width=device-width, initial-scale=1, user-scalable=no"> <style> body { margin: 0; font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", "Roboto", "Oxygen", "Ubuntu", "Cantarell", "Fira Sans", "Droid Sans", "Helvetica Neue", sans-serif; cursor: default; -webkit-user-select: none; -moz-user-select: none; -ms-user-select: none; user-select: none; -webkit-font-smoothing: antialiased; text-rendering: optimizeLegibility; position: absolute; top: 0; left: 0; right: 0; bottom: 0; display: flex; flex-direction: column; } main, aside, section { display: flex; justify-content: center; align-items: center; flex-direction: column; } main { height: 100%; } aside { background: #000; flex-shrink: 1; padding: 30px 20px; } aside p { margin: 0; color: #999999; font-size: 14px; line-height: 24px; } aside a { color: #fff; text-decoration: none; } section span { font-size: 24px; font-weight: 500; display: block; border-bottom: 1px solid #EAEAEA; text-align: center; padding-bottom: 20px; width: 100px; } section p { font-size: 14px; font-weight: 400; } section span + p { margin: 20px 0 0 0; } @media (min-width: 768px) { section { height: 40px; flex-direction: row; } section span, section p { height: 100%; line-height: 40px; } section span { border-bottom: 0; border-right: 1px solid #EAEAEA; padding: 0 20px 0 0; width: auto; } section span + p { margin: 0; padding-left: 20px; } aside { padding: 50px 0; } aside p { max-width: 520px; text-align: center; } } </style></head><body> <main> <section> <span>404</span> <p>The requested path could not be found</p> </section> </main></body></html> \ No newline at end of file diff --git a/content/GA_1_6/Report_solution/fonts/KaTeX_SansSerif-Bold.ttf b/content/GA_1_6/Report_solution/fonts/KaTeX_SansSerif-Bold.ttf new file mode 100644 index 00000000..38467013 --- /dev/null +++ b/content/GA_1_6/Report_solution/fonts/KaTeX_SansSerif-Bold.ttf @@ -0,0 +1 @@ +<!DOCTYPE html><html><head> <meta name="viewport" content="width=device-width, initial-scale=1, user-scalable=no"> <style> body { margin: 0; font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", "Roboto", "Oxygen", "Ubuntu", "Cantarell", "Fira Sans", "Droid Sans", "Helvetica Neue", sans-serif; cursor: default; -webkit-user-select: none; -moz-user-select: none; -ms-user-select: none; user-select: none; -webkit-font-smoothing: antialiased; text-rendering: optimizeLegibility; position: absolute; top: 0; left: 0; right: 0; bottom: 0; display: flex; flex-direction: column; } main, aside, section { display: flex; justify-content: center; align-items: center; flex-direction: column; } main { height: 100%; } aside { background: #000; flex-shrink: 1; padding: 30px 20px; } aside p { margin: 0; color: #999999; font-size: 14px; line-height: 24px; } aside a { color: #fff; text-decoration: none; } section span { font-size: 24px; font-weight: 500; display: block; border-bottom: 1px solid #EAEAEA; text-align: center; padding-bottom: 20px; width: 100px; } section p { font-size: 14px; font-weight: 400; } section span + p { margin: 20px 0 0 0; } @media (min-width: 768px) { section { height: 40px; flex-direction: row; } section span, section p { height: 100%; line-height: 40px; } section span { border-bottom: 0; border-right: 1px solid #EAEAEA; padding: 0 20px 0 0; width: auto; } section span + p { margin: 0; padding-left: 20px; } aside { padding: 50px 0; } aside p { max-width: 520px; text-align: center; } } </style></head><body> <main> <section> <span>404</span> <p>The requested path could not be found</p> </section> </main></body></html> \ No newline at end of file diff --git a/content/GA_1_6/Report_solution/fonts/KaTeX_SansSerif-Bold.woff b/content/GA_1_6/Report_solution/fonts/KaTeX_SansSerif-Bold.woff new file mode 100644 index 00000000..38467013 --- /dev/null +++ b/content/GA_1_6/Report_solution/fonts/KaTeX_SansSerif-Bold.woff @@ -0,0 +1 @@ +<!DOCTYPE html><html><head> <meta name="viewport" content="width=device-width, initial-scale=1, user-scalable=no"> <style> body { margin: 0; font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", "Roboto", "Oxygen", "Ubuntu", "Cantarell", "Fira Sans", "Droid Sans", "Helvetica Neue", sans-serif; cursor: default; -webkit-user-select: none; -moz-user-select: none; -ms-user-select: none; user-select: none; -webkit-font-smoothing: antialiased; text-rendering: optimizeLegibility; position: absolute; top: 0; left: 0; right: 0; bottom: 0; display: flex; flex-direction: column; } main, aside, section { display: flex; justify-content: center; align-items: center; flex-direction: column; } main { height: 100%; } aside { background: #000; flex-shrink: 1; padding: 30px 20px; } aside p { margin: 0; color: #999999; font-size: 14px; line-height: 24px; } aside a { color: #fff; text-decoration: none; } section span { font-size: 24px; font-weight: 500; display: block; border-bottom: 1px solid #EAEAEA; text-align: center; padding-bottom: 20px; width: 100px; } section p { font-size: 14px; font-weight: 400; } section span + p { margin: 20px 0 0 0; } @media (min-width: 768px) { section { height: 40px; flex-direction: row; } section span, section p { height: 100%; line-height: 40px; } section span { border-bottom: 0; border-right: 1px solid #EAEAEA; padding: 0 20px 0 0; width: auto; } section span + p { margin: 0; padding-left: 20px; } aside { padding: 50px 0; } aside p { max-width: 520px; text-align: center; } } </style></head><body> <main> <section> <span>404</span> <p>The requested path could not be found</p> </section> </main></body></html> \ No newline at end of file diff --git a/content/GA_1_6/Report_solution/fonts/KaTeX_SansSerif-Bold.woff2 b/content/GA_1_6/Report_solution/fonts/KaTeX_SansSerif-Bold.woff2 new file mode 100644 index 00000000..38467013 --- /dev/null +++ b/content/GA_1_6/Report_solution/fonts/KaTeX_SansSerif-Bold.woff2 @@ -0,0 +1 @@ +<!DOCTYPE html><html><head> <meta name="viewport" content="width=device-width, initial-scale=1, user-scalable=no"> <style> body { margin: 0; font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", "Roboto", "Oxygen", "Ubuntu", "Cantarell", "Fira Sans", "Droid Sans", "Helvetica Neue", sans-serif; cursor: default; -webkit-user-select: none; -moz-user-select: none; -ms-user-select: none; user-select: none; -webkit-font-smoothing: antialiased; text-rendering: optimizeLegibility; position: absolute; top: 0; left: 0; right: 0; bottom: 0; display: flex; flex-direction: column; } main, aside, section { display: flex; justify-content: center; align-items: center; flex-direction: column; } main { height: 100%; } aside { background: #000; flex-shrink: 1; padding: 30px 20px; } aside p { margin: 0; color: #999999; font-size: 14px; line-height: 24px; } aside a { color: #fff; text-decoration: none; } section span { font-size: 24px; font-weight: 500; display: block; border-bottom: 1px solid #EAEAEA; text-align: center; padding-bottom: 20px; width: 100px; } section p { font-size: 14px; font-weight: 400; } section span + p { margin: 20px 0 0 0; } @media (min-width: 768px) { section { height: 40px; flex-direction: row; } section span, section p { height: 100%; line-height: 40px; } section span { border-bottom: 0; border-right: 1px solid #EAEAEA; padding: 0 20px 0 0; width: auto; } section span + p { margin: 0; padding-left: 20px; } aside { padding: 50px 0; } aside p { max-width: 520px; text-align: center; } } </style></head><body> <main> <section> <span>404</span> <p>The requested path could not be found</p> </section> </main></body></html> \ No newline at end of file diff --git a/content/GA_1_6/Report_solution/fonts/KaTeX_SansSerif-Italic.ttf b/content/GA_1_6/Report_solution/fonts/KaTeX_SansSerif-Italic.ttf new file mode 100644 index 00000000..38467013 --- /dev/null +++ b/content/GA_1_6/Report_solution/fonts/KaTeX_SansSerif-Italic.ttf @@ -0,0 +1 @@ +<!DOCTYPE html><html><head> <meta name="viewport" content="width=device-width, initial-scale=1, user-scalable=no"> <style> body { margin: 0; font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", "Roboto", "Oxygen", "Ubuntu", "Cantarell", "Fira Sans", "Droid Sans", "Helvetica Neue", sans-serif; cursor: default; -webkit-user-select: none; -moz-user-select: none; -ms-user-select: none; user-select: none; -webkit-font-smoothing: antialiased; text-rendering: optimizeLegibility; position: absolute; top: 0; left: 0; right: 0; bottom: 0; display: flex; flex-direction: column; } main, aside, section { display: flex; justify-content: center; align-items: center; flex-direction: column; } main { height: 100%; } aside { background: #000; flex-shrink: 1; padding: 30px 20px; } aside p { margin: 0; color: #999999; font-size: 14px; line-height: 24px; } aside a { color: #fff; text-decoration: none; } section span { font-size: 24px; font-weight: 500; display: block; border-bottom: 1px solid #EAEAEA; text-align: center; padding-bottom: 20px; width: 100px; } section p { font-size: 14px; font-weight: 400; } section span + p { margin: 20px 0 0 0; } @media (min-width: 768px) { section { height: 40px; flex-direction: row; } section span, section p { height: 100%; line-height: 40px; } section span { border-bottom: 0; border-right: 1px solid #EAEAEA; padding: 0 20px 0 0; width: auto; } section span + p { margin: 0; padding-left: 20px; } aside { padding: 50px 0; } aside p { max-width: 520px; text-align: center; } } </style></head><body> <main> <section> <span>404</span> <p>The requested path could not be found</p> </section> </main></body></html> \ No newline at end of file diff --git a/content/GA_1_6/Report_solution/fonts/KaTeX_SansSerif-Italic.woff b/content/GA_1_6/Report_solution/fonts/KaTeX_SansSerif-Italic.woff new file mode 100644 index 00000000..38467013 --- /dev/null +++ b/content/GA_1_6/Report_solution/fonts/KaTeX_SansSerif-Italic.woff @@ -0,0 +1 @@ +<!DOCTYPE html><html><head> <meta name="viewport" content="width=device-width, initial-scale=1, user-scalable=no"> <style> body { margin: 0; font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", "Roboto", "Oxygen", "Ubuntu", "Cantarell", "Fira Sans", "Droid Sans", "Helvetica Neue", sans-serif; cursor: default; -webkit-user-select: none; -moz-user-select: none; -ms-user-select: none; user-select: none; -webkit-font-smoothing: antialiased; text-rendering: optimizeLegibility; position: absolute; top: 0; left: 0; right: 0; bottom: 0; display: flex; flex-direction: column; } main, aside, section { display: flex; justify-content: center; align-items: center; flex-direction: column; } main { height: 100%; } aside { background: #000; flex-shrink: 1; padding: 30px 20px; } aside p { margin: 0; color: #999999; font-size: 14px; line-height: 24px; } aside a { color: #fff; text-decoration: none; } section span { font-size: 24px; font-weight: 500; display: block; border-bottom: 1px solid #EAEAEA; text-align: center; padding-bottom: 20px; width: 100px; } section p { font-size: 14px; font-weight: 400; } section span + p { margin: 20px 0 0 0; } @media (min-width: 768px) { section { height: 40px; flex-direction: row; } section span, section p { height: 100%; line-height: 40px; } section span { border-bottom: 0; border-right: 1px solid #EAEAEA; padding: 0 20px 0 0; width: auto; } section span + p { margin: 0; padding-left: 20px; } aside { padding: 50px 0; } aside p { max-width: 520px; text-align: center; } } </style></head><body> <main> <section> <span>404</span> <p>The requested path could not be found</p> </section> </main></body></html> \ No newline at end of file diff --git a/content/GA_1_6/Report_solution/fonts/KaTeX_SansSerif-Italic.woff2 b/content/GA_1_6/Report_solution/fonts/KaTeX_SansSerif-Italic.woff2 new file mode 100644 index 00000000..38467013 --- /dev/null +++ b/content/GA_1_6/Report_solution/fonts/KaTeX_SansSerif-Italic.woff2 @@ -0,0 +1 @@ +<!DOCTYPE html><html><head> <meta name="viewport" content="width=device-width, initial-scale=1, user-scalable=no"> <style> body { margin: 0; font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", "Roboto", "Oxygen", "Ubuntu", "Cantarell", "Fira Sans", "Droid Sans", "Helvetica Neue", sans-serif; cursor: default; -webkit-user-select: none; -moz-user-select: none; -ms-user-select: none; user-select: none; -webkit-font-smoothing: antialiased; text-rendering: optimizeLegibility; position: absolute; top: 0; left: 0; right: 0; bottom: 0; display: flex; flex-direction: column; } main, aside, section { display: flex; justify-content: center; align-items: center; flex-direction: column; } main { height: 100%; } aside { background: #000; flex-shrink: 1; padding: 30px 20px; } aside p { margin: 0; color: #999999; font-size: 14px; line-height: 24px; } aside a { color: #fff; text-decoration: none; } section span { font-size: 24px; font-weight: 500; display: block; border-bottom: 1px solid #EAEAEA; text-align: center; padding-bottom: 20px; width: 100px; } section p { font-size: 14px; font-weight: 400; } section span + p { margin: 20px 0 0 0; } @media (min-width: 768px) { section { height: 40px; flex-direction: row; } section span, section p { height: 100%; line-height: 40px; } section span { border-bottom: 0; border-right: 1px solid #EAEAEA; padding: 0 20px 0 0; width: auto; } section span + p { margin: 0; padding-left: 20px; } aside { padding: 50px 0; } aside p { max-width: 520px; text-align: center; } } </style></head><body> <main> <section> <span>404</span> <p>The requested path could not be found</p> </section> </main></body></html> \ No newline at end of file diff --git a/content/GA_1_6/Report_solution/fonts/KaTeX_SansSerif-Regular.ttf b/content/GA_1_6/Report_solution/fonts/KaTeX_SansSerif-Regular.ttf new file mode 100644 index 00000000..38467013 --- /dev/null +++ b/content/GA_1_6/Report_solution/fonts/KaTeX_SansSerif-Regular.ttf @@ -0,0 +1 @@ +<!DOCTYPE html><html><head> <meta name="viewport" content="width=device-width, initial-scale=1, user-scalable=no"> <style> body { margin: 0; font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", "Roboto", "Oxygen", "Ubuntu", "Cantarell", "Fira Sans", "Droid Sans", "Helvetica Neue", sans-serif; cursor: default; -webkit-user-select: none; -moz-user-select: none; -ms-user-select: none; user-select: none; -webkit-font-smoothing: antialiased; text-rendering: optimizeLegibility; position: absolute; top: 0; left: 0; right: 0; bottom: 0; display: flex; flex-direction: column; } main, aside, section { display: flex; justify-content: center; align-items: center; flex-direction: column; } main { height: 100%; } aside { background: #000; flex-shrink: 1; padding: 30px 20px; } aside p { margin: 0; color: #999999; font-size: 14px; line-height: 24px; } aside a { color: #fff; text-decoration: none; } section span { font-size: 24px; font-weight: 500; display: block; border-bottom: 1px solid #EAEAEA; text-align: center; padding-bottom: 20px; width: 100px; } section p { font-size: 14px; font-weight: 400; } section span + p { margin: 20px 0 0 0; } @media (min-width: 768px) { section { height: 40px; flex-direction: row; } section span, section p { height: 100%; line-height: 40px; } section span { border-bottom: 0; border-right: 1px solid #EAEAEA; padding: 0 20px 0 0; width: auto; } section span + p { margin: 0; padding-left: 20px; } aside { padding: 50px 0; } aside p { max-width: 520px; text-align: center; } } </style></head><body> <main> <section> <span>404</span> <p>The requested path could not be found</p> </section> </main></body></html> \ No newline at end of file diff --git a/content/GA_1_6/Report_solution/fonts/KaTeX_SansSerif-Regular.woff b/content/GA_1_6/Report_solution/fonts/KaTeX_SansSerif-Regular.woff new file mode 100644 index 00000000..38467013 --- /dev/null +++ b/content/GA_1_6/Report_solution/fonts/KaTeX_SansSerif-Regular.woff @@ -0,0 +1 @@ +<!DOCTYPE html><html><head> <meta name="viewport" content="width=device-width, initial-scale=1, user-scalable=no"> <style> body { margin: 0; font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", "Roboto", "Oxygen", "Ubuntu", "Cantarell", "Fira Sans", "Droid Sans", "Helvetica Neue", sans-serif; cursor: default; -webkit-user-select: none; -moz-user-select: none; -ms-user-select: none; user-select: none; -webkit-font-smoothing: antialiased; text-rendering: optimizeLegibility; position: absolute; top: 0; left: 0; right: 0; bottom: 0; display: flex; flex-direction: column; } main, aside, section { display: flex; justify-content: center; align-items: center; flex-direction: column; } main { height: 100%; } aside { background: #000; flex-shrink: 1; padding: 30px 20px; } aside p { margin: 0; color: #999999; font-size: 14px; line-height: 24px; } aside a { color: #fff; text-decoration: none; } section span { font-size: 24px; font-weight: 500; display: block; border-bottom: 1px solid #EAEAEA; text-align: center; padding-bottom: 20px; width: 100px; } section p { font-size: 14px; font-weight: 400; } section span + p { margin: 20px 0 0 0; } @media (min-width: 768px) { section { height: 40px; flex-direction: row; } section span, section p { height: 100%; line-height: 40px; } section span { border-bottom: 0; border-right: 1px solid #EAEAEA; padding: 0 20px 0 0; width: auto; } section span + p { margin: 0; padding-left: 20px; } aside { padding: 50px 0; } aside p { max-width: 520px; text-align: center; } } </style></head><body> <main> <section> <span>404</span> <p>The requested path could not be found</p> </section> </main></body></html> \ No newline at end of file diff --git a/content/GA_1_6/Report_solution/fonts/KaTeX_SansSerif-Regular.woff2 b/content/GA_1_6/Report_solution/fonts/KaTeX_SansSerif-Regular.woff2 new file mode 100644 index 00000000..38467013 --- /dev/null +++ b/content/GA_1_6/Report_solution/fonts/KaTeX_SansSerif-Regular.woff2 @@ -0,0 +1 @@ +<!DOCTYPE html><html><head> <meta name="viewport" content="width=device-width, initial-scale=1, user-scalable=no"> <style> body { margin: 0; font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", "Roboto", "Oxygen", "Ubuntu", "Cantarell", "Fira Sans", "Droid Sans", "Helvetica Neue", sans-serif; cursor: default; -webkit-user-select: none; -moz-user-select: none; -ms-user-select: none; user-select: none; -webkit-font-smoothing: antialiased; text-rendering: optimizeLegibility; position: absolute; top: 0; left: 0; right: 0; bottom: 0; display: flex; flex-direction: column; } main, aside, section { display: flex; justify-content: center; align-items: center; flex-direction: column; } main { height: 100%; } aside { background: #000; flex-shrink: 1; padding: 30px 20px; } aside p { margin: 0; color: #999999; font-size: 14px; line-height: 24px; } aside a { color: #fff; text-decoration: none; } section span { font-size: 24px; font-weight: 500; display: block; border-bottom: 1px solid #EAEAEA; text-align: center; padding-bottom: 20px; width: 100px; } section p { font-size: 14px; font-weight: 400; } section span + p { margin: 20px 0 0 0; } @media (min-width: 768px) { section { height: 40px; flex-direction: row; } section span, section p { height: 100%; line-height: 40px; } section span { border-bottom: 0; border-right: 1px solid #EAEAEA; padding: 0 20px 0 0; width: auto; } section span + p { margin: 0; padding-left: 20px; } aside { padding: 50px 0; } aside p { max-width: 520px; text-align: center; } } </style></head><body> <main> <section> <span>404</span> <p>The requested path could not be found</p> </section> </main></body></html> \ No newline at end of file diff --git a/content/GA_1_6/Report_solution/fonts/KaTeX_Script-Regular.ttf b/content/GA_1_6/Report_solution/fonts/KaTeX_Script-Regular.ttf new file mode 100644 index 00000000..38467013 --- /dev/null +++ b/content/GA_1_6/Report_solution/fonts/KaTeX_Script-Regular.ttf @@ -0,0 +1 @@ +<!DOCTYPE html><html><head> <meta name="viewport" content="width=device-width, initial-scale=1, user-scalable=no"> <style> body { margin: 0; font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", "Roboto", "Oxygen", "Ubuntu", "Cantarell", "Fira Sans", "Droid Sans", "Helvetica Neue", sans-serif; cursor: default; -webkit-user-select: none; -moz-user-select: none; -ms-user-select: none; user-select: none; -webkit-font-smoothing: antialiased; text-rendering: optimizeLegibility; position: absolute; top: 0; left: 0; right: 0; bottom: 0; display: flex; flex-direction: column; } main, aside, section { display: flex; justify-content: center; align-items: center; flex-direction: column; } main { height: 100%; } aside { background: #000; flex-shrink: 1; padding: 30px 20px; } aside p { margin: 0; color: #999999; font-size: 14px; line-height: 24px; } aside a { color: #fff; text-decoration: none; } section span { font-size: 24px; font-weight: 500; display: block; border-bottom: 1px solid #EAEAEA; text-align: center; padding-bottom: 20px; width: 100px; } section p { font-size: 14px; font-weight: 400; } section span + p { margin: 20px 0 0 0; } @media (min-width: 768px) { section { height: 40px; flex-direction: row; } section span, section p { height: 100%; line-height: 40px; } section span { border-bottom: 0; border-right: 1px solid #EAEAEA; padding: 0 20px 0 0; width: auto; } section span + p { margin: 0; padding-left: 20px; } aside { padding: 50px 0; } aside p { max-width: 520px; text-align: center; } } </style></head><body> <main> <section> <span>404</span> <p>The requested path could not be found</p> </section> </main></body></html> \ No newline at end of file diff --git a/content/GA_1_6/Report_solution/fonts/KaTeX_Script-Regular.woff b/content/GA_1_6/Report_solution/fonts/KaTeX_Script-Regular.woff new file mode 100644 index 00000000..38467013 --- /dev/null +++ b/content/GA_1_6/Report_solution/fonts/KaTeX_Script-Regular.woff @@ -0,0 +1 @@ +<!DOCTYPE html><html><head> <meta name="viewport" content="width=device-width, initial-scale=1, user-scalable=no"> <style> body { margin: 0; font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", "Roboto", "Oxygen", "Ubuntu", "Cantarell", "Fira Sans", "Droid Sans", "Helvetica Neue", sans-serif; cursor: default; -webkit-user-select: none; -moz-user-select: none; -ms-user-select: none; user-select: none; -webkit-font-smoothing: antialiased; text-rendering: optimizeLegibility; position: absolute; top: 0; left: 0; right: 0; bottom: 0; display: flex; flex-direction: column; } main, aside, section { display: flex; justify-content: center; align-items: center; flex-direction: column; } main { height: 100%; } aside { background: #000; flex-shrink: 1; padding: 30px 20px; } aside p { margin: 0; color: #999999; font-size: 14px; line-height: 24px; } aside a { color: #fff; text-decoration: none; } section span { font-size: 24px; font-weight: 500; display: block; border-bottom: 1px solid #EAEAEA; text-align: center; padding-bottom: 20px; width: 100px; } section p { font-size: 14px; font-weight: 400; } section span + p { margin: 20px 0 0 0; } @media (min-width: 768px) { section { height: 40px; flex-direction: row; } section span, section p { height: 100%; line-height: 40px; } section span { border-bottom: 0; border-right: 1px solid #EAEAEA; padding: 0 20px 0 0; width: auto; } section span + p { margin: 0; padding-left: 20px; } aside { padding: 50px 0; } aside p { max-width: 520px; text-align: center; } } </style></head><body> <main> <section> <span>404</span> <p>The requested path could not be found</p> </section> </main></body></html> \ No newline at end of file diff --git a/content/GA_1_6/Report_solution/fonts/KaTeX_Script-Regular.woff2 b/content/GA_1_6/Report_solution/fonts/KaTeX_Script-Regular.woff2 new file mode 100644 index 00000000..38467013 --- /dev/null +++ b/content/GA_1_6/Report_solution/fonts/KaTeX_Script-Regular.woff2 @@ -0,0 +1 @@ +<!DOCTYPE html><html><head> <meta name="viewport" content="width=device-width, initial-scale=1, user-scalable=no"> <style> body { margin: 0; font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", "Roboto", "Oxygen", "Ubuntu", "Cantarell", "Fira Sans", "Droid Sans", "Helvetica Neue", sans-serif; cursor: default; -webkit-user-select: none; -moz-user-select: none; -ms-user-select: none; user-select: none; -webkit-font-smoothing: antialiased; text-rendering: optimizeLegibility; position: absolute; top: 0; left: 0; right: 0; bottom: 0; display: flex; flex-direction: column; } main, aside, section { display: flex; justify-content: center; align-items: center; flex-direction: column; } main { height: 100%; } aside { background: #000; flex-shrink: 1; padding: 30px 20px; } aside p { margin: 0; color: #999999; font-size: 14px; line-height: 24px; } aside a { color: #fff; text-decoration: none; } section span { font-size: 24px; font-weight: 500; display: block; border-bottom: 1px solid #EAEAEA; text-align: center; padding-bottom: 20px; width: 100px; } section p { font-size: 14px; font-weight: 400; } section span + p { margin: 20px 0 0 0; } @media (min-width: 768px) { section { height: 40px; flex-direction: row; } section span, section p { height: 100%; line-height: 40px; } section span { border-bottom: 0; border-right: 1px solid #EAEAEA; padding: 0 20px 0 0; width: auto; } section span + p { margin: 0; padding-left: 20px; } aside { padding: 50px 0; } aside p { max-width: 520px; text-align: center; } } </style></head><body> <main> <section> <span>404</span> <p>The requested path could not be found</p> </section> </main></body></html> \ No newline at end of file diff --git a/content/GA_1_6/Report_solution/fonts/KaTeX_Size1-Regular.ttf b/content/GA_1_6/Report_solution/fonts/KaTeX_Size1-Regular.ttf new file mode 100644 index 00000000..38467013 --- /dev/null +++ b/content/GA_1_6/Report_solution/fonts/KaTeX_Size1-Regular.ttf @@ -0,0 +1 @@ +<!DOCTYPE html><html><head> <meta name="viewport" content="width=device-width, initial-scale=1, user-scalable=no"> <style> body { margin: 0; font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", "Roboto", "Oxygen", "Ubuntu", "Cantarell", "Fira Sans", "Droid Sans", "Helvetica Neue", sans-serif; cursor: default; -webkit-user-select: none; -moz-user-select: none; -ms-user-select: none; user-select: none; -webkit-font-smoothing: antialiased; text-rendering: optimizeLegibility; position: absolute; top: 0; left: 0; right: 0; bottom: 0; display: flex; flex-direction: column; } main, aside, section { display: flex; justify-content: center; align-items: center; flex-direction: column; } main { height: 100%; } aside { background: #000; flex-shrink: 1; padding: 30px 20px; } aside p { margin: 0; color: #999999; font-size: 14px; line-height: 24px; } aside a { color: #fff; text-decoration: none; } section span { font-size: 24px; font-weight: 500; display: block; border-bottom: 1px solid #EAEAEA; text-align: center; padding-bottom: 20px; width: 100px; } section p { font-size: 14px; font-weight: 400; } section span + p { margin: 20px 0 0 0; } @media (min-width: 768px) { section { height: 40px; flex-direction: row; } section span, section p { height: 100%; line-height: 40px; } section span { border-bottom: 0; border-right: 1px solid #EAEAEA; padding: 0 20px 0 0; width: auto; } section span + p { margin: 0; padding-left: 20px; } aside { padding: 50px 0; } aside p { max-width: 520px; text-align: center; } } </style></head><body> <main> <section> <span>404</span> <p>The requested path could not be found</p> </section> </main></body></html> \ No newline at end of file diff --git a/content/GA_1_6/Report_solution/fonts/KaTeX_Size1-Regular.woff b/content/GA_1_6/Report_solution/fonts/KaTeX_Size1-Regular.woff new file mode 100644 index 00000000..38467013 --- /dev/null +++ b/content/GA_1_6/Report_solution/fonts/KaTeX_Size1-Regular.woff @@ -0,0 +1 @@ +<!DOCTYPE html><html><head> <meta name="viewport" content="width=device-width, initial-scale=1, user-scalable=no"> <style> body { margin: 0; font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", "Roboto", "Oxygen", "Ubuntu", "Cantarell", "Fira Sans", "Droid Sans", "Helvetica Neue", sans-serif; cursor: default; -webkit-user-select: none; -moz-user-select: none; -ms-user-select: none; user-select: none; -webkit-font-smoothing: antialiased; text-rendering: optimizeLegibility; position: absolute; top: 0; left: 0; right: 0; bottom: 0; display: flex; flex-direction: column; } main, aside, section { display: flex; justify-content: center; align-items: center; flex-direction: column; } main { height: 100%; } aside { background: #000; flex-shrink: 1; padding: 30px 20px; } aside p { margin: 0; color: #999999; font-size: 14px; line-height: 24px; } aside a { color: #fff; text-decoration: none; } section span { font-size: 24px; font-weight: 500; display: block; border-bottom: 1px solid #EAEAEA; text-align: center; padding-bottom: 20px; width: 100px; } section p { font-size: 14px; font-weight: 400; } section span + p { margin: 20px 0 0 0; } @media (min-width: 768px) { section { height: 40px; flex-direction: row; } section span, section p { height: 100%; line-height: 40px; } section span { border-bottom: 0; border-right: 1px solid #EAEAEA; padding: 0 20px 0 0; width: auto; } section span + p { margin: 0; padding-left: 20px; } aside { padding: 50px 0; } aside p { max-width: 520px; text-align: center; } } </style></head><body> <main> <section> <span>404</span> <p>The requested path could not be found</p> </section> </main></body></html> \ No newline at end of file diff --git a/content/GA_1_6/Report_solution/fonts/KaTeX_Size1-Regular.woff2 b/content/GA_1_6/Report_solution/fonts/KaTeX_Size1-Regular.woff2 new file mode 100644 index 00000000..38467013 --- /dev/null +++ b/content/GA_1_6/Report_solution/fonts/KaTeX_Size1-Regular.woff2 @@ -0,0 +1 @@ +<!DOCTYPE html><html><head> <meta name="viewport" content="width=device-width, initial-scale=1, user-scalable=no"> <style> body { margin: 0; font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", "Roboto", "Oxygen", "Ubuntu", "Cantarell", "Fira Sans", "Droid Sans", "Helvetica Neue", sans-serif; cursor: default; -webkit-user-select: none; -moz-user-select: none; -ms-user-select: none; user-select: none; -webkit-font-smoothing: antialiased; text-rendering: optimizeLegibility; position: absolute; top: 0; left: 0; right: 0; bottom: 0; display: flex; flex-direction: column; } main, aside, section { display: flex; justify-content: center; align-items: center; flex-direction: column; } main { height: 100%; } aside { background: #000; flex-shrink: 1; padding: 30px 20px; } aside p { margin: 0; color: #999999; font-size: 14px; line-height: 24px; } aside a { color: #fff; text-decoration: none; } section span { font-size: 24px; font-weight: 500; display: block; border-bottom: 1px solid #EAEAEA; text-align: center; padding-bottom: 20px; width: 100px; } section p { font-size: 14px; font-weight: 400; } section span + p { margin: 20px 0 0 0; } @media (min-width: 768px) { section { height: 40px; flex-direction: row; } section span, section p { height: 100%; line-height: 40px; } section span { border-bottom: 0; border-right: 1px solid #EAEAEA; padding: 0 20px 0 0; width: auto; } section span + p { margin: 0; padding-left: 20px; } aside { padding: 50px 0; } aside p { max-width: 520px; text-align: center; } } </style></head><body> <main> <section> <span>404</span> <p>The requested path could not be found</p> </section> </main></body></html> \ No newline at end of file diff --git a/content/GA_1_6/Report_solution/fonts/KaTeX_Size2-Regular.ttf b/content/GA_1_6/Report_solution/fonts/KaTeX_Size2-Regular.ttf new file mode 100644 index 00000000..38467013 --- /dev/null +++ b/content/GA_1_6/Report_solution/fonts/KaTeX_Size2-Regular.ttf @@ -0,0 +1 @@ +<!DOCTYPE html><html><head> <meta name="viewport" content="width=device-width, initial-scale=1, user-scalable=no"> <style> body { margin: 0; font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", "Roboto", "Oxygen", "Ubuntu", "Cantarell", "Fira Sans", "Droid Sans", "Helvetica Neue", sans-serif; cursor: default; -webkit-user-select: none; -moz-user-select: none; -ms-user-select: none; user-select: none; -webkit-font-smoothing: antialiased; text-rendering: optimizeLegibility; position: absolute; top: 0; left: 0; right: 0; bottom: 0; display: flex; flex-direction: column; } main, aside, section { display: flex; justify-content: center; align-items: center; flex-direction: column; } main { height: 100%; } aside { background: #000; flex-shrink: 1; padding: 30px 20px; } aside p { margin: 0; color: #999999; font-size: 14px; line-height: 24px; } aside a { color: #fff; text-decoration: none; } section span { font-size: 24px; font-weight: 500; display: block; border-bottom: 1px solid #EAEAEA; text-align: center; padding-bottom: 20px; width: 100px; } section p { font-size: 14px; font-weight: 400; } section span + p { margin: 20px 0 0 0; } @media (min-width: 768px) { section { height: 40px; flex-direction: row; } section span, section p { height: 100%; line-height: 40px; } section span { border-bottom: 0; border-right: 1px solid #EAEAEA; padding: 0 20px 0 0; width: auto; } section span + p { margin: 0; padding-left: 20px; } aside { padding: 50px 0; } aside p { max-width: 520px; text-align: center; } } </style></head><body> <main> <section> <span>404</span> <p>The requested path could not be found</p> </section> </main></body></html> \ No newline at end of file diff --git a/content/GA_1_6/Report_solution/fonts/KaTeX_Size2-Regular.woff b/content/GA_1_6/Report_solution/fonts/KaTeX_Size2-Regular.woff new file mode 100644 index 00000000..38467013 --- /dev/null +++ b/content/GA_1_6/Report_solution/fonts/KaTeX_Size2-Regular.woff @@ -0,0 +1 @@ +<!DOCTYPE html><html><head> <meta name="viewport" content="width=device-width, initial-scale=1, user-scalable=no"> <style> body { margin: 0; font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", "Roboto", "Oxygen", "Ubuntu", "Cantarell", "Fira Sans", "Droid Sans", "Helvetica Neue", sans-serif; cursor: default; -webkit-user-select: none; -moz-user-select: none; -ms-user-select: none; user-select: none; -webkit-font-smoothing: antialiased; text-rendering: optimizeLegibility; position: absolute; top: 0; left: 0; right: 0; bottom: 0; display: flex; flex-direction: column; } main, aside, section { display: flex; justify-content: center; align-items: center; flex-direction: column; } main { height: 100%; } aside { background: #000; flex-shrink: 1; padding: 30px 20px; } aside p { margin: 0; color: #999999; font-size: 14px; line-height: 24px; } aside a { color: #fff; text-decoration: none; } section span { font-size: 24px; font-weight: 500; display: block; border-bottom: 1px solid #EAEAEA; text-align: center; padding-bottom: 20px; width: 100px; } section p { font-size: 14px; font-weight: 400; } section span + p { margin: 20px 0 0 0; } @media (min-width: 768px) { section { height: 40px; flex-direction: row; } section span, section p { height: 100%; line-height: 40px; } section span { border-bottom: 0; border-right: 1px solid #EAEAEA; padding: 0 20px 0 0; width: auto; } section span + p { margin: 0; padding-left: 20px; } aside { padding: 50px 0; } aside p { max-width: 520px; text-align: center; } } </style></head><body> <main> <section> <span>404</span> <p>The requested path could not be found</p> </section> </main></body></html> \ No newline at end of file diff --git a/content/GA_1_6/Report_solution/fonts/KaTeX_Size2-Regular.woff2 b/content/GA_1_6/Report_solution/fonts/KaTeX_Size2-Regular.woff2 new file mode 100644 index 00000000..38467013 --- /dev/null +++ b/content/GA_1_6/Report_solution/fonts/KaTeX_Size2-Regular.woff2 @@ -0,0 +1 @@ +<!DOCTYPE html><html><head> <meta name="viewport" content="width=device-width, initial-scale=1, user-scalable=no"> <style> body { margin: 0; font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", "Roboto", "Oxygen", "Ubuntu", "Cantarell", "Fira Sans", "Droid Sans", "Helvetica Neue", sans-serif; cursor: default; -webkit-user-select: none; -moz-user-select: none; -ms-user-select: none; user-select: none; -webkit-font-smoothing: antialiased; text-rendering: optimizeLegibility; position: absolute; top: 0; left: 0; right: 0; bottom: 0; display: flex; flex-direction: column; } main, aside, section { display: flex; justify-content: center; align-items: center; flex-direction: column; } main { height: 100%; } aside { background: #000; flex-shrink: 1; padding: 30px 20px; } aside p { margin: 0; color: #999999; font-size: 14px; line-height: 24px; } aside a { color: #fff; text-decoration: none; } section span { font-size: 24px; font-weight: 500; display: block; border-bottom: 1px solid #EAEAEA; text-align: center; padding-bottom: 20px; width: 100px; } section p { font-size: 14px; font-weight: 400; } section span + p { margin: 20px 0 0 0; } @media (min-width: 768px) { section { height: 40px; flex-direction: row; } section span, section p { height: 100%; line-height: 40px; } section span { border-bottom: 0; border-right: 1px solid #EAEAEA; padding: 0 20px 0 0; width: auto; } section span + p { margin: 0; padding-left: 20px; } aside { padding: 50px 0; } aside p { max-width: 520px; text-align: center; } } </style></head><body> <main> <section> <span>404</span> <p>The requested path could not be found</p> </section> </main></body></html> \ No newline at end of file diff --git a/content/GA_1_6/Report_solution/fonts/KaTeX_Size3-Regular.ttf b/content/GA_1_6/Report_solution/fonts/KaTeX_Size3-Regular.ttf new file mode 100644 index 00000000..38467013 --- /dev/null +++ b/content/GA_1_6/Report_solution/fonts/KaTeX_Size3-Regular.ttf @@ -0,0 +1 @@ +<!DOCTYPE html><html><head> <meta name="viewport" content="width=device-width, initial-scale=1, user-scalable=no"> <style> body { margin: 0; font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", "Roboto", "Oxygen", "Ubuntu", "Cantarell", "Fira Sans", "Droid Sans", "Helvetica Neue", sans-serif; cursor: default; -webkit-user-select: none; -moz-user-select: none; -ms-user-select: none; user-select: none; -webkit-font-smoothing: antialiased; text-rendering: optimizeLegibility; position: absolute; top: 0; left: 0; right: 0; bottom: 0; display: flex; flex-direction: column; } main, aside, section { display: flex; justify-content: center; align-items: center; flex-direction: column; } main { height: 100%; } aside { background: #000; flex-shrink: 1; padding: 30px 20px; } aside p { margin: 0; color: #999999; font-size: 14px; line-height: 24px; } aside a { color: #fff; text-decoration: none; } section span { font-size: 24px; font-weight: 500; display: block; border-bottom: 1px solid #EAEAEA; text-align: center; padding-bottom: 20px; width: 100px; } section p { font-size: 14px; font-weight: 400; } section span + p { margin: 20px 0 0 0; } @media (min-width: 768px) { section { height: 40px; flex-direction: row; } section span, section p { height: 100%; line-height: 40px; } section span { border-bottom: 0; border-right: 1px solid #EAEAEA; padding: 0 20px 0 0; width: auto; } section span + p { margin: 0; padding-left: 20px; } aside { padding: 50px 0; } aside p { max-width: 520px; text-align: center; } } </style></head><body> <main> <section> <span>404</span> <p>The requested path could not be found</p> </section> </main></body></html> \ No newline at end of file diff --git a/content/GA_1_6/Report_solution/fonts/KaTeX_Size3-Regular.woff b/content/GA_1_6/Report_solution/fonts/KaTeX_Size3-Regular.woff new file mode 100644 index 00000000..38467013 --- /dev/null +++ b/content/GA_1_6/Report_solution/fonts/KaTeX_Size3-Regular.woff @@ -0,0 +1 @@ +<!DOCTYPE html><html><head> <meta name="viewport" content="width=device-width, initial-scale=1, user-scalable=no"> <style> body { margin: 0; font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", "Roboto", "Oxygen", "Ubuntu", "Cantarell", "Fira Sans", "Droid Sans", "Helvetica Neue", sans-serif; cursor: default; -webkit-user-select: none; -moz-user-select: none; -ms-user-select: none; user-select: none; -webkit-font-smoothing: antialiased; text-rendering: optimizeLegibility; position: absolute; top: 0; left: 0; right: 0; bottom: 0; display: flex; flex-direction: column; } main, aside, section { display: flex; justify-content: center; align-items: center; flex-direction: column; } main { height: 100%; } aside { background: #000; flex-shrink: 1; padding: 30px 20px; } aside p { margin: 0; color: #999999; font-size: 14px; line-height: 24px; } aside a { color: #fff; text-decoration: none; } section span { font-size: 24px; font-weight: 500; display: block; border-bottom: 1px solid #EAEAEA; text-align: center; padding-bottom: 20px; width: 100px; } section p { font-size: 14px; font-weight: 400; } section span + p { margin: 20px 0 0 0; } @media (min-width: 768px) { section { height: 40px; flex-direction: row; } section span, section p { height: 100%; line-height: 40px; } section span { border-bottom: 0; border-right: 1px solid #EAEAEA; padding: 0 20px 0 0; width: auto; } section span + p { margin: 0; padding-left: 20px; } aside { padding: 50px 0; } aside p { max-width: 520px; text-align: center; } } </style></head><body> <main> <section> <span>404</span> <p>The requested path could not be found</p> </section> </main></body></html> \ No newline at end of file diff --git a/content/GA_1_6/Report_solution/fonts/KaTeX_Size3-Regular.woff2 b/content/GA_1_6/Report_solution/fonts/KaTeX_Size3-Regular.woff2 new file mode 100644 index 00000000..38467013 --- /dev/null +++ b/content/GA_1_6/Report_solution/fonts/KaTeX_Size3-Regular.woff2 @@ -0,0 +1 @@ +<!DOCTYPE html><html><head> <meta name="viewport" content="width=device-width, initial-scale=1, user-scalable=no"> <style> body { margin: 0; font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", "Roboto", "Oxygen", "Ubuntu", "Cantarell", "Fira Sans", "Droid Sans", "Helvetica Neue", sans-serif; cursor: default; -webkit-user-select: none; -moz-user-select: none; -ms-user-select: none; user-select: none; -webkit-font-smoothing: antialiased; text-rendering: optimizeLegibility; position: absolute; top: 0; left: 0; right: 0; bottom: 0; display: flex; flex-direction: column; } main, aside, section { display: flex; justify-content: center; align-items: center; flex-direction: column; } main { height: 100%; } aside { background: #000; flex-shrink: 1; padding: 30px 20px; } aside p { margin: 0; color: #999999; font-size: 14px; line-height: 24px; } aside a { color: #fff; text-decoration: none; } section span { font-size: 24px; font-weight: 500; display: block; border-bottom: 1px solid #EAEAEA; text-align: center; padding-bottom: 20px; width: 100px; } section p { font-size: 14px; font-weight: 400; } section span + p { margin: 20px 0 0 0; } @media (min-width: 768px) { section { height: 40px; flex-direction: row; } section span, section p { height: 100%; line-height: 40px; } section span { border-bottom: 0; border-right: 1px solid #EAEAEA; padding: 0 20px 0 0; width: auto; } section span + p { margin: 0; padding-left: 20px; } aside { padding: 50px 0; } aside p { max-width: 520px; text-align: center; } } </style></head><body> <main> <section> <span>404</span> <p>The requested path could not be found</p> </section> </main></body></html> \ No newline at end of file diff --git a/content/GA_1_6/Report_solution/fonts/KaTeX_Size4-Regular.ttf b/content/GA_1_6/Report_solution/fonts/KaTeX_Size4-Regular.ttf new file mode 100644 index 00000000..38467013 --- /dev/null +++ b/content/GA_1_6/Report_solution/fonts/KaTeX_Size4-Regular.ttf @@ -0,0 +1 @@ +<!DOCTYPE html><html><head> <meta name="viewport" content="width=device-width, initial-scale=1, user-scalable=no"> <style> body { margin: 0; font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", "Roboto", "Oxygen", "Ubuntu", "Cantarell", "Fira Sans", "Droid Sans", "Helvetica Neue", sans-serif; cursor: default; -webkit-user-select: none; -moz-user-select: none; -ms-user-select: none; user-select: none; -webkit-font-smoothing: antialiased; text-rendering: optimizeLegibility; position: absolute; top: 0; left: 0; right: 0; bottom: 0; display: flex; flex-direction: column; } main, aside, section { display: flex; justify-content: center; align-items: center; flex-direction: column; } main { height: 100%; } aside { background: #000; flex-shrink: 1; padding: 30px 20px; } aside p { margin: 0; color: #999999; font-size: 14px; line-height: 24px; } aside a { color: #fff; text-decoration: none; } section span { font-size: 24px; font-weight: 500; display: block; border-bottom: 1px solid #EAEAEA; text-align: center; padding-bottom: 20px; width: 100px; } section p { font-size: 14px; font-weight: 400; } section span + p { margin: 20px 0 0 0; } @media (min-width: 768px) { section { height: 40px; flex-direction: row; } section span, section p { height: 100%; line-height: 40px; } section span { border-bottom: 0; border-right: 1px solid #EAEAEA; padding: 0 20px 0 0; width: auto; } section span + p { margin: 0; padding-left: 20px; } aside { padding: 50px 0; } aside p { max-width: 520px; text-align: center; } } </style></head><body> <main> <section> <span>404</span> <p>The requested path could not be found</p> </section> </main></body></html> \ No newline at end of file diff --git a/content/GA_1_6/Report_solution/fonts/KaTeX_Size4-Regular.woff b/content/GA_1_6/Report_solution/fonts/KaTeX_Size4-Regular.woff new file mode 100644 index 00000000..38467013 --- /dev/null +++ b/content/GA_1_6/Report_solution/fonts/KaTeX_Size4-Regular.woff @@ -0,0 +1 @@ +<!DOCTYPE html><html><head> <meta name="viewport" content="width=device-width, initial-scale=1, user-scalable=no"> <style> body { margin: 0; font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", "Roboto", "Oxygen", "Ubuntu", "Cantarell", "Fira Sans", "Droid Sans", "Helvetica Neue", sans-serif; cursor: default; -webkit-user-select: none; -moz-user-select: none; -ms-user-select: none; user-select: none; -webkit-font-smoothing: antialiased; text-rendering: optimizeLegibility; position: absolute; top: 0; left: 0; right: 0; bottom: 0; display: flex; flex-direction: column; } main, aside, section { display: flex; justify-content: center; align-items: center; flex-direction: column; } main { height: 100%; } aside { background: #000; flex-shrink: 1; padding: 30px 20px; } aside p { margin: 0; color: #999999; font-size: 14px; line-height: 24px; } aside a { color: #fff; text-decoration: none; } section span { font-size: 24px; font-weight: 500; display: block; border-bottom: 1px solid #EAEAEA; text-align: center; padding-bottom: 20px; width: 100px; } section p { font-size: 14px; font-weight: 400; } section span + p { margin: 20px 0 0 0; } @media (min-width: 768px) { section { height: 40px; flex-direction: row; } section span, section p { height: 100%; line-height: 40px; } section span { border-bottom: 0; border-right: 1px solid #EAEAEA; padding: 0 20px 0 0; width: auto; } section span + p { margin: 0; padding-left: 20px; } aside { padding: 50px 0; } aside p { max-width: 520px; text-align: center; } } </style></head><body> <main> <section> <span>404</span> <p>The requested path could not be found</p> </section> </main></body></html> \ No newline at end of file diff --git a/content/GA_1_6/Report_solution/fonts/KaTeX_Size4-Regular.woff2 b/content/GA_1_6/Report_solution/fonts/KaTeX_Size4-Regular.woff2 new file mode 100644 index 00000000..38467013 --- /dev/null +++ b/content/GA_1_6/Report_solution/fonts/KaTeX_Size4-Regular.woff2 @@ -0,0 +1 @@ +<!DOCTYPE html><html><head> <meta name="viewport" content="width=device-width, initial-scale=1, user-scalable=no"> <style> body { margin: 0; font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", "Roboto", "Oxygen", "Ubuntu", "Cantarell", "Fira Sans", "Droid Sans", "Helvetica Neue", sans-serif; cursor: default; -webkit-user-select: none; -moz-user-select: none; -ms-user-select: none; user-select: none; -webkit-font-smoothing: antialiased; text-rendering: optimizeLegibility; position: absolute; top: 0; left: 0; right: 0; bottom: 0; display: flex; flex-direction: column; } main, aside, section { display: flex; justify-content: center; align-items: center; flex-direction: column; } main { height: 100%; } aside { background: #000; flex-shrink: 1; padding: 30px 20px; } aside p { margin: 0; color: #999999; font-size: 14px; line-height: 24px; } aside a { color: #fff; text-decoration: none; } section span { font-size: 24px; font-weight: 500; display: block; border-bottom: 1px solid #EAEAEA; text-align: center; padding-bottom: 20px; width: 100px; } section p { font-size: 14px; font-weight: 400; } section span + p { margin: 20px 0 0 0; } @media (min-width: 768px) { section { height: 40px; flex-direction: row; } section span, section p { height: 100%; line-height: 40px; } section span { border-bottom: 0; border-right: 1px solid #EAEAEA; padding: 0 20px 0 0; width: auto; } section span + p { margin: 0; padding-left: 20px; } aside { padding: 50px 0; } aside p { max-width: 520px; text-align: center; } } </style></head><body> <main> <section> <span>404</span> <p>The requested path could not be found</p> </section> </main></body></html> \ No newline at end of file diff --git a/content/GA_1_6/Report_solution/fonts/KaTeX_Typewriter-Regular.ttf b/content/GA_1_6/Report_solution/fonts/KaTeX_Typewriter-Regular.ttf new file mode 100644 index 00000000..38467013 --- /dev/null +++ b/content/GA_1_6/Report_solution/fonts/KaTeX_Typewriter-Regular.ttf @@ -0,0 +1 @@ +<!DOCTYPE html><html><head> <meta name="viewport" content="width=device-width, initial-scale=1, user-scalable=no"> <style> body { margin: 0; font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", "Roboto", "Oxygen", "Ubuntu", "Cantarell", "Fira Sans", "Droid Sans", "Helvetica Neue", sans-serif; cursor: default; -webkit-user-select: none; -moz-user-select: none; -ms-user-select: none; user-select: none; -webkit-font-smoothing: antialiased; text-rendering: optimizeLegibility; position: absolute; top: 0; left: 0; right: 0; bottom: 0; display: flex; flex-direction: column; } main, aside, section { display: flex; justify-content: center; align-items: center; flex-direction: column; } main { height: 100%; } aside { background: #000; flex-shrink: 1; padding: 30px 20px; } aside p { margin: 0; color: #999999; font-size: 14px; line-height: 24px; } aside a { color: #fff; text-decoration: none; } section span { font-size: 24px; font-weight: 500; display: block; border-bottom: 1px solid #EAEAEA; text-align: center; padding-bottom: 20px; width: 100px; } section p { font-size: 14px; font-weight: 400; } section span + p { margin: 20px 0 0 0; } @media (min-width: 768px) { section { height: 40px; flex-direction: row; } section span, section p { height: 100%; line-height: 40px; } section span { border-bottom: 0; border-right: 1px solid #EAEAEA; padding: 0 20px 0 0; width: auto; } section span + p { margin: 0; padding-left: 20px; } aside { padding: 50px 0; } aside p { max-width: 520px; text-align: center; } } </style></head><body> <main> <section> <span>404</span> <p>The requested path could not be found</p> </section> </main></body></html> \ No newline at end of file diff --git a/content/GA_1_6/Report_solution/fonts/KaTeX_Typewriter-Regular.woff b/content/GA_1_6/Report_solution/fonts/KaTeX_Typewriter-Regular.woff new file mode 100644 index 00000000..38467013 --- /dev/null +++ b/content/GA_1_6/Report_solution/fonts/KaTeX_Typewriter-Regular.woff @@ -0,0 +1 @@ +<!DOCTYPE html><html><head> <meta name="viewport" content="width=device-width, initial-scale=1, user-scalable=no"> <style> body { margin: 0; font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", "Roboto", "Oxygen", "Ubuntu", "Cantarell", "Fira Sans", "Droid Sans", "Helvetica Neue", sans-serif; cursor: default; -webkit-user-select: none; -moz-user-select: none; -ms-user-select: none; user-select: none; -webkit-font-smoothing: antialiased; text-rendering: optimizeLegibility; position: absolute; top: 0; left: 0; right: 0; bottom: 0; display: flex; flex-direction: column; } main, aside, section { display: flex; justify-content: center; align-items: center; flex-direction: column; } main { height: 100%; } aside { background: #000; flex-shrink: 1; padding: 30px 20px; } aside p { margin: 0; color: #999999; font-size: 14px; line-height: 24px; } aside a { color: #fff; text-decoration: none; } section span { font-size: 24px; font-weight: 500; display: block; border-bottom: 1px solid #EAEAEA; text-align: center; padding-bottom: 20px; width: 100px; } section p { font-size: 14px; font-weight: 400; } section span + p { margin: 20px 0 0 0; } @media (min-width: 768px) { section { height: 40px; flex-direction: row; } section span, section p { height: 100%; line-height: 40px; } section span { border-bottom: 0; border-right: 1px solid #EAEAEA; padding: 0 20px 0 0; width: auto; } section span + p { margin: 0; padding-left: 20px; } aside { padding: 50px 0; } aside p { max-width: 520px; text-align: center; } } </style></head><body> <main> <section> <span>404</span> <p>The requested path could not be found</p> </section> </main></body></html> \ No newline at end of file diff --git a/content/GA_1_6/Report_solution/fonts/KaTeX_Typewriter-Regular.woff2 b/content/GA_1_6/Report_solution/fonts/KaTeX_Typewriter-Regular.woff2 new file mode 100644 index 00000000..38467013 --- /dev/null +++ b/content/GA_1_6/Report_solution/fonts/KaTeX_Typewriter-Regular.woff2 @@ -0,0 +1 @@ +<!DOCTYPE html><html><head> <meta name="viewport" content="width=device-width, initial-scale=1, user-scalable=no"> <style> body { margin: 0; font-family: -apple-system, BlinkMacSystemFont, "Segoe UI", "Roboto", "Oxygen", "Ubuntu", "Cantarell", "Fira Sans", "Droid Sans", "Helvetica Neue", sans-serif; cursor: default; -webkit-user-select: none; -moz-user-select: none; -ms-user-select: none; user-select: none; -webkit-font-smoothing: antialiased; text-rendering: optimizeLegibility; position: absolute; top: 0; left: 0; right: 0; bottom: 0; display: flex; flex-direction: column; } main, aside, section { display: flex; justify-content: center; align-items: center; flex-direction: column; } main { height: 100%; } aside { background: #000; flex-shrink: 1; padding: 30px 20px; } aside p { margin: 0; color: #999999; font-size: 14px; line-height: 24px; } aside a { color: #fff; text-decoration: none; } section span { font-size: 24px; font-weight: 500; display: block; border-bottom: 1px solid #EAEAEA; text-align: center; padding-bottom: 20px; width: 100px; } section p { font-size: 14px; font-weight: 400; } section span + p { margin: 20px 0 0 0; } @media (min-width: 768px) { section { height: 40px; flex-direction: row; } section span, section p { height: 100%; line-height: 40px; } section span { border-bottom: 0; border-right: 1px solid #EAEAEA; padding: 0 20px 0 0; width: auto; } section span + p { margin: 0; padding-left: 20px; } aside { padding: 50px 0; } aside p { max-width: 520px; text-align: center; } } </style></head><body> <main> <section> <span>404</span> <p>The requested path could not be found</p> </section> </main></body></html> \ No newline at end of file diff --git a/content/GA_1_6/Report_solution/images/dt_25.png b/content/GA_1_6/Report_solution/images/dt_25.png new file mode 100644 index 0000000000000000000000000000000000000000..df763e3805945c2701cf92672bbad13ec240710b GIT binary patch literal 33531 zcmbrlWmJ`2)HaHuB8`YhBMs8hE#2MS-QA#4($d}C-JP38y1To(zUA|d@r`r-y=R;s z%7%UKwbwn@oY%bOHRl~DBPEOohXn@(1%)UoA|M9^^_m3=>Q&GCci=BbiL(UY2b+VS zii5nhk%P0YogtK@u7iz*wS$GJ-WMlBJ9|@WD+U@inr~EJOdK3+?Ad8)E&uNYG}d;; zv;<Pnb6^oz8xd7|C@5szfB#<P^W>RALH#lj72s8HNj_R~_K>{6hn&p}4{P!95&lkh z3RTI;&sVH6F)cC*ov#tL%s~_M&bj`YGnrd0M=e{DSTR4ZuIERE$<nZM1Bv)UDpG%w zy19Mf!Feun+_1C!Fv4;Wb#jN4l1UE7_nyEPMX6Kh0P4S2xx_u8DBx9b5E{$BKa_u! zTl{xLXQ7BKkuP|si12@LK_7iAt#+7HUf0-I1f_Cmb^{L`-5+IbX}>%%!8sXYDB zR4xigZ#aIqR35{@L1I!Sd9hYYBFl<L)MA7E#_H<#u}s0ei9F<)QcZDtubq*Uu{{S0 zYZ@Aw+lPmVOhNcqYIPwG506C1n|JSW-G-v9pP!$N?wTXpjA^u6lkF_7_NRtYxj2R! z;%K#n@+Ro@dl9OPZ?}`IRa!k7M77Bn!tl7np6;(~9UXhRx_qWf)a}pKdv>^KzI}`A zk0Sesf$=*$9J#c#G@4R5jJEamSABiG!VYPjv77aZ_e)CyH<K=jMGevy-<%!@gu(67 zM5$Dxz!43q(ea>H-MS^mG32umBbMn*DX#fU>6Q;Nx6a-9*5*J=@JBK!I?sCtr82GI z>!XDN)heSx2pb#Q*+E&`YZPqk!5Z_K*#>*Er6%W{LE5&>yfm*&osM4xc=FXIvaJut zO^ld0I5<P+4NR8v(L67YQIB^Qc{u7VZcKSnDSGWcUKzO#hy1(G)ARF8`<)SV?<4P* zr?~d^?_ZUQ`@rsg2M6mP&Q?s8Y9{^pgL1w-{4fd8YH^F1t1_O*;D>pKh~-;UMEP)i zr2lw(_U7%|4`^u7xqnY)%J7foYs4LkUC!2x?iPKo{;UgavRb!Xp%*Ea8TI`kP{^0z zJzzznQlT5hKPx6>W=1C?%X2t+SP!OEX>y{L&yzB|Jzb-KKtn^jp0wP!9M#OY?4&r~ z-mG|^ot}y`tn~K!?@txwxs`_Da*XGQe@<jF?`=A19sCImBe!(2xf#7pza7nDy=?qk zF%sAth8yhT1HDjZ4Ov>k{V@<jDc|g3Ycv$!@mbsBY!ZS_A?G_7N4v4U9%*+t%(Bwm z)8m)HA5iK2;$=2f7_(3B<>iI`ln8(DB`!xGjKN}-j+2W^{)xaVvA&*FC=5q5f>5x$ zt}gHU&)1iG69F*Dc-icuD=TS6!-;1T(mb*SawN&g$>fTKXyS1+p2z0d&Z=J-Mn9vY z_d@W!B|3h+tpFbui6E4Sr~BF6-L0@A30}--xrcJPp06GsOXY~gs8kxjzASOD+|{sH zEsA{q4iy#_1}-O9I)sIVl}O`G0Y(5DD`&iMcXwwn96+;LYV3(55l>w}heE_=&UU{! ze!QB|eggwzyh}eSUt^}2$ZVOouhL+*^>@z!huwjEYqmEO8^ldArz@(6yC^w`L45DW z{{pg6;#`}-cqAKavA(fUE=wqsQE+|&ht=i>F#G!M?(ecPS|Z`FZXLR8b_lrdi9G2l z=M$|e?bwI1?rwov>y;6XljbP7Stv9bjd<Wzm8KK9#@x$2JtT^{QN?OCW>9-tooMTV z05$AzSXfwu!tsVjd0vw3REfEQGXGW@ii5-A4M4)ZJ%iw5GMb=JDiyDSgOXsN*}Og5 zK)~aS2M1qiIEX$FM=K3bK>HTiK`51$iYf#g;Mv6}4};U8iqr9;D0na7n;{$s80jky z5bfI=;XFo5jgA(J^${SfC(5*WxE~Iy7|T2_cV+#NaK&DppYHbZ(*Akh_^``n--qLs zHtAq=>Qr{CeAkQZ+1XhX;PY#vErP-5P<yqSdU|?^ELmf>Lpw#<ZQLCl9Ta|@CF*so zj{9g*Qc?wWPv?WQF7EE~r5X(mX*)^Qtr@^eZf|c-chbCbo4HJn7aKqv(Ys$;fcWJA ztC@^v!+!YiVRY!9^UIfMap7^gw4ZMcCh&N3L&9+N$FoHXMi#0~KY|UAeEITa>ncrI zftZ9OXTd7L5(5932H=D^fRl+u<yH^Zku;t(qeBTH;ujnMip;~FAk=!6m+_2^je(_l zfC(6$9tmOOeESH%`?*j9AP%B$Z(VXs#xliXzAB<+jpdUEWlk2z3sb1qS`6IrJY7b; zCZEWa6u;sG;H3y<xYp@M0fGBWQ_RZF{#ChDLzE328@p(;KT7!Sb|YLq?CE;J8ZP}2 z{0}fa6g%(nMwmWp^ah+PB|y-E5qUJh1bTh{*W`K9X;O96k&%&TJ{{>2$*i(xmzNTz zKASVs2Ui0L494T0hf%FB&+cz!wnx)mhAx_0T4F#L<Siag7DTPDub)p|yxi^Jzm;*j z+K;g-mP%oV`*W-gJRt4vzU}cm_%%5=o}f(ffkMS1G~jhP&L_)az!&64D7BjF$4fPv zq8IvC7~*I&#n`5+P33cJ);dkKHo#ZFr30Xs5|xmUVDma%<$WtNU95UB6atVcb$xR) z+t<%82S;2&LIGGThLnG<(lCbIai8<zF7>jw*8RK$*nHF@_37b;=gR)>@nZDT_XgJs zBY%5}piCSdFAZBeJ2?;&G5fc}Nh~qPOHGsq(<Sl%|MNU<mYl^vvikI06##s$7XK#a zw{4+Kk?ZSgiA2Ugr=$4_t0nej_mdXJ9pV?3yA|Ff%lYcHtZ;6<o8zSdH(>zlzthsR z2P}n!g~g)DBaVlPL;CtIELU1nKv=FH93<_3Q`qPY#r$UQ9zaHpM8Y?Uv{B%iBft-S zhlEI6snuDp^e!xLY&ij+qL9t(hToD3&m>Ps{E+*&Bd1!a*AtY(A;0aqp%+Pe^$48( zU+zdx|MD6j`9VqDKO95G=iXdyaZl!O4vQcXHexk)16UNKRVLk#vN(9weB!g>^$-fq zEa#qm_sZ?x-Q;PZ59PmwM@RYe>1y$!xw-k<rN`*Kn$h-w$KAOh03o3aK0g(J>4gvH zJENnWe(>_R<`cPyWi8iOL_#6yAhpfT52VpWaNmufuuVUlw2g*fGGH*7p@GnpvVUoD zzbUV&k-P|y&zo4=*ysYk%i-PtZ@a)jLPF~9?QNB54dGk?7thvOVmmoG?Quf@guG&P zIsF3Al^9?ph`yYV(Ya<<hA1*=si?F5Io{Do4G+ymhrNOw0O~e3$C|HSzy5Zad|Hok zdUYk~xCrRZSH(huTh~+%jp0P5yRA6wcskwJP0lAqv*o&gszgRdcei>z)Z1>nOV{dj z!+d#aBpKawTfXT48$3Nb6Se1T(NDM<pe*C8(ea239j+4oO6+a*^0W-|9vN9UZz2ba z@tF#QU<Swrv-9(n?l)HFoBbDyklDGpGhkSHz3%rTDICIk<2ekMYJ@uxAWf^Vr~F4@ zKyJ^zL;f(Sy%`u72xu0W;?FE{I9**`g%Y)?NZX06tt~;|0tuY1c8xb=pJ4#e;R2Si zSZT!-7KTJWfaIHeyz%XR#d&KWray&)MZM0-a3GpukJ}2kGe)Qo7Ng0Zj2#ItgnVch z$sE8cLU1`^ePEF7p6(sNdq0wruoa7xNXW^5C$U(|WeUK;efnxpIWvSHEiK*I**T6Q zeWGGCRiqpajKO`=48ohs{wW#w-x^5&-&XHM$)r;^W0bW-ub!?Lfe{Gk=uiY@XRC~* zbB*9hKbwwHb_<M<_JsD0?a!1+`@BPpXSLN!<S_&Br9WS73er*#NGiEFE9JV-^z`(T zMarY&wi71P#h4sUhv_O6dYdCD4+T4W4(t||mhzf3fuW(Edo^B%M@N_-ou+x+Q-C}u z&7i*zA~ytw4b|G(8pK#^#ts4;oF1T$&CmA-rnzt1Lhi2)E<lR;W;BEWhfXC@AeSQ- zX1&xHQ(j)4hm`C!K6u&7B@S?DuF;XQ&T2`lfiVU+#(a&rHoH#&jriRB{CKmgJ+swf zU$yCkjlDhe<dwPC!%>|A51F(*xSMFaDlYeHnR=VG5Kq(}9XdLIo4L5Uo&moxxV8PC zQ+EMG=xq$8^7cQPX=Ki5^7n^OC>FiPtqma&5#XJqWKzjGi}ki|-n{t>h##VS5vf$N zh>Q$MS=%!^K(ai8{zyQZY(Y3W9nN+Do=Krn{zWp0*>HO(q1t=~5NJ1>lVvWD$8{rn zPW+MaN6t1N^2=>E%kBl}XTd>1dVoa&%1b%55hA2NfVKycPN`PQ0B}#$IxE~9@wk6! z+Ej~@nfbb4qA;xvUCfSl0$}tmz~g~4V8gs2jKMyV0=un&3fm2#?cpS0;CK}k6|NcL zhA&Kjbk|xf4S<B(KU<-1>*QnvGA)S9?4&gS2gbl8Xw+(Gz;p9PPG6I&R&I*#h%@VU zzA02H5vwv9#-P^|7$Ef0($WHCgLSH*wzd}JzyJUO&}J3Dvo-nn`Bee70d)LlLW&)p zhV6-TULQIP1d6JE+w7gu_LdY8c|RCSEv}dkAK@RHmEc#NO=c|qq}=3mg!X01f<jQ% zm>dzGTZ2NQzFg1PIB#<_O?z*uD9#R$5QUvjG#V<Vz%dhd{w0t?RqBKU>X?WfkS-hS zcf!WoyuEV(K?_PrNr@zr#>)YA7|55+ir(GbjlPJb(JYLnQkAo{v5^Tvr!EAzE(o?O znwY>U?S5oTj}<!LyyBS$Fy|{C9$rvOON(5#$cG%|GA&ahJBlE7^&m2%Jyte03c!TL zF1Ckbz<GQ<J3HI+I_A{R4e!u#u^Le-QKR^AzT~_Da-WEZjE05=8a8$kqxQ_Dk+@$# z0Od*RL+Se3TE?zJV|1D3xkbU=L|&e&=66iMXzeeKR@$@+v|1Y1S69;k9U|usKvF~p zY>~8UYcMXx9})Yjm6a99--p!p>>jt}a)1c+%+0CVIy)<?)mjuJ12#15`n_@GMcUoH zGBlP-HB+HTNfH!i;d<ugMIcnwO(*js&H)uvUu8g>OOcZOMmHewuUI8a`tw2c|6}#K zSugk)B18l*u6uZxS{}O@7A(Za5tIoslwVodiGAHlpKZ@D$lpv0976xTg?0x7?C4TB z73333zk7y8lM|w|vvU-89f(IjNf<3=PYaqDgX74KEHKAMVhN5c*v6-0bxWPXLPD}- zGWaOGA!#K4J{y<0xU@7Zx5&!Dv2lD%!^3Js{Qv&QvC~N3A5=^ks{eHX{{O3le^i!0 zzz9{#L!l*y9Kq34eh~cWezUsXqhNgx|2aQ7{{7Y<e*~dg9vYv4b5Q29*WCv4Y@4>H z_deR~ZF@4?-^QA0SV2-zTcS$;u7I__8H|1i5fP?RHLu`a515yA+^lpZS*vlDq7Y&S z2g`e}5P$yW{rIZRI**H%5pCHOMy*CJ7)M)s(D)OrKoE9DNjwGyCk8r|%RSp$I3Np9 zSO>m^L*a7$h8IV}>+_Dz5Dozsjy+||4xXSg?%}2)fjwqky;jG450#iWyLDw5@2j%^ zjCMdGQ-&OgN;5{Tl%Hgh&W%+(H*TXNG&bf~#1z<Rwf!xf$1OoJSJAT7B8FJ3gks<7 z2{K^!c)1t|hxYbad)G&^#Tu|(0bSbO9hHWw$5wZv{O==baJdmI=hNFf5;*%I=Uei@ z@iW@WD_<2~3qvNu9}XEz7L=$>knnuNdHhdWef;33Rul;bBiDsgwB#c1SN`6f{fW=N z9x7IOb+vDJOA&&EL`<y}A~~G+w~fbQF<*;lrT)V}ER(hqfxvYJIh{2g0?vC_SaQK& zyJA&_fvbH#&HhNtgClBXsTPZ?s~I{ov^OyPesFY7#q;_W#>UU1{051aC9s2y4zT-^ zKgY7BI&&qlS#1gB{UqU1q@JYBR=CMkWR70B9WkjiO<y+nq0EUZpjDg0c;4s7rK{Bt zp0&R!ZMh>wql|4BoOR<uz<|n==FbvB!7oE+kD)B$VkaB~3`4~~v%PMm@a61q1=-5V z%zAjf<`3EE1^x@wRAI+h)_(hXJci4QCkEqtgm)7LpZN@E$)x#WzV7=%tE<PeePp(P zLJp5}*YftBZTP5E`bJv%%F%36#(Sl^JD#wC?gNFD@10*j(Ocm>seNyGCiBj-jlUIH zd+%QD48!xhAP@=V*BKAXx%+f>N?bhh{XW#av#Wu*IaI9?W?@xnp)xF7VPeOvwnlz= z%nHL~#F|=R*%~aWDiVnO(i2Kow$wC*fA4rO`I1g5`HRbayjVKwPxN;_IllYR2-(`& z{h@+T?5WfY&xc9gUk^8Jix+SNm8}8D8Rp8n<8Sr!rv`-~VZ5PO7?B86tj#}WVq1HE z+Y{|JmQY6hBCEKbR15RR>&b6!*Yk9}=qyw$*M~v-noXlg?@_<ULwm+&@V$aA-1p7x zrTp!=_?1&2>OSqSLPhx$Cys6AiEHVNB>t5@*~GHTO`J^dQwG=SRoag=>NRpOpX#hi zw1|)q6q+IrX1vdKKrCt+k9Ibl6vhQwSm<=Vxw;w6qF9hrVp)p|Zp%)7KI!+C=XR>K zCv`J$7&vNx*+Ip`7quN-pS&&#tt+~z(r&WVS83BaqE>4_b-MvljO4>zphVQVP<(0! z)JY3W5=&8?`?W77LwgU&Rx}5_bNn;JVH+=TkiV-ddLzIZPe^$Gcta|QW6kPB>eI?s z1!|d?%wxf{v<v}QRvRdG2N`<=jC3uyi39EDi;sK;xChe(T+Cx*t4D}M%2|^o!Lsy` zj}y<j4ajV^2XFYz5w@lq)a&n>Y|lCbNBq*d#-=|keT*wc$5CzXUm$yB<7~4Nz|8Zv zT&2s{I9~~o-C2n?@am-O`8cA+hLHpuY)Lk;qs8#{FvvbgyXJG>hE4f>{43XQ;h+ld zl??e---x-zY@QBx&CYSAs$rV{HoWSeBF6eCAJ#D2ATwP+rKn%HesC7@iC<GwcTaA% zN%^Qlwc<7ReV;;F0Sce_N78(8F{sG`pGr5TCcIRG$;?6zjXV8D<zuAp59ddw^0|oD z?CwsBOT1BulI89LXvauf95(CMut>|SeRJ-{rstX;x0w?LA&T5yPO%j7le~igNCi=3 z?9R+fI~3m}#l&^lg|gV0+=sCo9|!#rDf}c|ELe5N!eMU0@|k{_y)CSG@;Q2(I-<q; zY%MXiC}^r)OI;#XCw5g$saC3^bM^Dz$p)vu)B9r}3E^dr46ti>+1$+~*zG9gS^R3G z>FEj><<@>5!8MfnR9}us|I1SxBEPe9<9g6k$BOFas|sV3K@JC1%UoMO+r)WQkjhxS zEu&Pc)*qNkW}@B7B`Su><$c({ng$bPAmMfo?dhR26d%pGXNgNhB^-pUixu=b&EvIr zZ2nS3kuv{8?qYb$=<G`GI?qDdS{o;xh4MfVnz!Raa4tz=?mp@>Eg1*de2h6{NQeRU z7*(SC_j|9COAgngb35)w&WF-NcduG*&-PJdtHmELPorpQB`AF2D_%t-KVFA<Ob6Eu z;BAD)IL<jc;v>1iyi>&QULJ8zyKCBV#j(J>t=+1VKuCVyo|zS#`ZB8U@_af#X>))s zk^0zKMy-{q5sOMIEvvIB;;7H|!*KAo`Bbv0JK493(FB2RVJMsPX;IWj)bg2ywo~yv z%S#1Hnb3lsJiSwvzZrZ1J3M`3vMD)J6<Lkn>~4<tu|5F+GCr7&9vs{dRxsup=d4e^ z9&te29oS_NlK<P1E~+I4<mlWHj39S(NY|K;o@)@-!z(1D{p!>0;i;RYM&7e^(tg5k z!fsaGgGr3At+#wnF3X(j3oXJ$H6<8z#yB6&J~StuC{EX@j;`SaXcv~dM&`AU;VXJ@ zdTmP$;X0)*++D&{o99W1hX4LC%EKc1j=<ONXfEscDmwa23dhG;&u>z-Qq{C8sooEd zgO5fRl1j6jdr!(MJ0;4?VhvA_8lLyC@S-o9xsq!ob(4XgeBLE+2KQl5fDI+E$>R>5 z?{0MCEt%9+;PRxrz>=wxwVFTSLfr9oQofz&WHF4^sY~!7NGh}B%q1F8u~(8mMP1%Q z-p(eo+1ypCR=y_~0-Br27~j%;x}msA_3!pfYrBk>x4^aT9<@GwY(Vk)iEgeYV{S@a zo3@mC{U$}~sHURE?`UByFO4cvJR1~vF18oj9jhJtkTlPC&@grYD~0*P^~&mu2Orc; zluJ|Qf)WjoYLTLEXu@Ub$MxNjN#9C~VT#0yWeM%0Bf`Rl!#u+R6lXAAEvXX;3Cy&< zd7XT}Vp8J*b>6g9XM!eeEdBLffw&i?Yhk5rSQ(~O?BO9-fns+?`pKmoY7R~aT5j?8 z=PEtFMwL(b4A6MPBIk}5hT3tS77seuh(S!{B53N^>gY_`-TCuo{`76387m`RrpC;> z4s@1@_h-&4ydu8^&tVC)I%~}TroV!{IXUNLLEc8M=iRuX4rJ;!L;dF(Dfq|P=HHb= zf+Ak=Ag6;B3Sx_(Ch?A%U8g#!Tsbq#!I21Tm#E*kw8TF@$&yNMZyw20IDdAay?qoc zlaK&@wl^&LcvA9`!4FyFw>JeRb{2S6AYH7Xy0jxEYf#`oP}#`goX!iq&R2G3_4)Jk z19!WY_2?q0y=|raI8|)Qa+u)oXZn)o>gW{~>gnn)H1x-3qIh`Wkeg6^<T`8f4@?li zW(-DZEyG!Y59U7^4eL!>XBAYJqnb;XOtIrWX&pfJot5;B^&yQD2fI~S((_TI((gDp zW^3TR?nsWF_}(803h{09ayGm8*Ku%Emgpda)rMKPdc#wT)&6D21=2+ZQ$S_wkz2Aw z%B-swnf$e+sHa>U&Hl4fL`3+^0xCKIDER9^7JpJl{Wvuz43AECcS9j@=Lr|sE6}Om zRU`F2p8?y+quyuTHR!_hNO~ewrkeb6KgWyHqh2i^_(51btI1sCZj`Xee1Dkc+YOsq z`)!C5Pi|sO^rvc?r9{aS%S_L^YXnzMk$sLUx7&Tns|^zI)m_;^n4yg9`VW})&&_JH z#Kig7@}(*r#Xc|km)2RYZY$T~E(_<yH~xfA(W<4jJv>T|ElSS?m|dDU?wn=`>y}(| zN%8#_2AdX#v_19i3OOB8n6wWshiV=<pBY84)JVmZ3Y9VH85YIVv(@LcR4Gy4u0mhQ zxx75@yX!h7qO$<8lhJw^aAj==cHE>W7BvrlP-BBCUl1s^pfLO=X;5i4PCn||SH@#F z1{}d4PcB)_6zh8R>AgFWo3V+<V2$8qs$6zMs$~wJ$zOET{R|&Y<>6tx+)QT?e}9%Q zyMHN1;9H9(xMboyh;Cz}qxT}o=#@j?=J4p3=*0xKND!1+PG}&wf95rj`?HGSaHZ_H zj%-M3Vx5$f)F0?ObYvfi`WI>~2Z8GOubeg>N!A6@SoBxLfe;FNRzX?FbTVhbaeb36 z^vZKntQJpU3uBi#lJO;W78BB)1xzV^`dFdR<<eLj5lc8{tN!ZuzBGIq&0lvHHSpxV zGQ&xbE^B<twMr-I<Ex~~jV@e(&yoiQnAc;|;k(T_3|+tcxwuuz)7gvAbarK~@P%}h zfaOB5S&V?pUJbNW{+*Z03F*V7rZ`*<Cz&=c&&Q{y0;LixAcHg}L~ZLZ7#GG_T3G5n zxt(5ZjhcJE{#&NTlRKGoF85HU(rNxyD@(CJ2_xj)^2#Z<?3wI7E)7jM%QE2pj#qjF zzRb^$QM(ywr*6u(dgJP+*9&T7ZUiT>UY~!w;6CCfJ<na<h7s_$uV^oA(75u->N3xn z4Gja$9!N%TK!VQ#4X9{x*<S?w{wUZ*!)`E2Co|gk+KmZZ>Mc$P9ut??t=>ECMr}+S zgP)nxN6b_f_2~T;;cdAeJ@zpb@IA9>>K#w;B+^PXMF{LF)$3%IJp*VYKe8P|R~?3- ze2C+EnKMz#q~JHphYseMzaQHeW==`g=|#BO*qbnnabOr!!Zy}wc8LH|AkYAXnJwqL zfk3ji)Wov3wkD11{1G2t`tjoi1tGpAzcn2OUA)Uw-{ua()rHymz$c4^T0vt*y~Dph z<7sehL_|a=jMU;RB<1u_MTxm~0wqoa=jVo}LqAa~$-Fe(7jsrbHu@cmw`#aUIiz{| zTP87+GZ;tCws73uCz3cj=_{^`s;Y!p?{o`XS}uI6Q6WDV%%s^k9br$t8kxIxzVu}w zEkD`ker`PbZ0T(>XpQS7e=}vijN_^Eh1vaD2Ztv$TTptAhBS#mnZtPd&Oxm4U{XC5 z^rC^Ct1afv3wA)s{>Ss-`U5(;5NPH=&DPrz0f~bKNQJCyIhvEEpd<RPLpOW|G|G*` zLyOAC>26Z))OjM|b=xyS<REmzm1qiymb*`)#A8)D(sm15)9mZ;>e#ihOuFVa)wTvk z{Ry}1x4$xF%r`|iL0fhZ5zD4on%#T@B*o03^Q~mAmW1u2?_<0td@ZKCrgMVdhu4%I zso$mG3P{KySnqfy(Y$Sh`tz{j?W*7XKBTtx4Yh`dMk*&3*)TUAw}%LjoqqrR-M+N+ zl(1t|l$r!YJNfkQKchR}r9146lLvKP9n4Uqj!d6}-k!nVj~rD(LPB!+G6Y!67PpJN z{Zu|3-+=&#h{f1GGBT1qYDpjTt5u!Ff<{Z=?7VYpCoRy+<u}js9W+R814^{wf+s<V zLLLcDRt6T`S0|-aC-dCLn@#+6iAzv_w?+_u{zO}DNqWs-^nGu9`*&)IO3#fw^Pi{% z)jBV(&)1f@n$9)ldmsM#%!L{!9bHi^O}mb4W(@l?AJ*6T>{;e+oU9>BCh9EKA|^dO z6ujK5U_>d?*Ai}<?QBxgVn&n%C4n}<c^5Jd3NCIa=vhM<kEZs3F7mIp6D!-x9UZS= zU;-E+M~8<)*Ta@0JIqZD_PSeQ<rTbjPSnWfJDD#mPp@vPr}Gr3RTMXVgtv%rEa-w{ zrTo!@B;ILjo~t!W3fJYq(gBDGEVh~KE^1J7j}L6v{kBJsqdeW$`@IXeU&cR}-A%0@ z<ZA2Zv3O&v6qc-bUTJc-y|6h3Pv*ERlRe+zF(WK{VLx^H?LtCceSFDEQH*a)VYtvp zL?Q<bUs7UX-#^0G7+Q@EfuJ1^<Wac%78(FV5^QanO-?RuZa@qD{QUf2{maMap9qcb zc`4f%mn}g0^xV|wL!F;>2Sz4ZIUek8)-(sUC?WYQ#rk)rzmDI^e`f9{l~!7@UVLvn zs>U3R!X|1!Ty5qj-_8HdH!eM2SQZe-vM}+AZ$#$d*=`;C1<1_ixl#tdL*7v0I%hFS z1}Aj|Ab&(b`3_psP(Vv3{PN{Tg+Amp3KmwP+%6Po8>6D3bpv%jA3znp*DV2%#&*14 z9@0qfN(Mr)!|Rk>PPi~Q<FCBSjF<KtcOBhg>olxl+FXvi7c(ZdrF;bgc;_nrHa9fZ zN}m@4j%rE~)VMRAz#voph0FM8!y#?LrOC}aW#~|9k-cNa+q0x}gTbZT&F0#oufV5& zSY%>Q?&r^+oaUStpm#cfLkXJkyu7?d5;4#{kRrd~67|#lqH+URXZ@402gov1NHJ5S z*d3)Q&NwH#)p4Knj`zCJq@<VC3j=dkKv9xUsmd!*(*-}m5=a>LB3$FmiLkM#pBHN* z-<_}JJCefJpRdA|QG12fce9GQ#HPzWT<<f}&6E`tp*!!UI|>v<mP|K%Fgouivss05 zacR$$TwU)B?ZXDe)2Ugja@8YTH?6)=R|4xC``KWRc6_Th`($xJD+w{@@~PB&U97g} zf&PRp(|ZC1?ARpp9J`T9ct0+<3)!A<sNM1cXcok^eJ%O)Quin(QW|wc3M;$Do?zXM z*MIkPuFPDvK0$rGRaiABi?Z;tW<aVng)vYM9(NVLXzSfK93E>6-7Y)uF5vKk9!erB zLWkG=I#c>#xqzB_;cNG-Pn)(YV7<kuW3<?wqJn8bi>@vK;dS02<5hW$a`*jF<>qnI zXaDAb*yal4|JIe=pLGZRt+y>~(mc|nh|P<C*FjYTXzF~drFbTN1TwS7cYzi)ncNWe zS?iA1B^$62Pd$*R*=^kAGWYOc*LEId-RagQ=Be#kwx3xgL`CXly(7J0N5*wk+zu=b zC#B02l-Wtq;M+h!<8hmD-)gH5)Db8*tCN0~fYy$D3??KKHb4vC4x_K0tc~Wt#O>Z( zknL|fr6XNO;dc4CutC408-GIK?P*s%>E6DnTirV>aQrG6J))i{ZC=!7{cv;$dD7DS zUIw)OwO!fJ2~}iZ&O&<q)o$3+^ItjQ9lie4FIKu85pORS=E5iHq|H<QW^&?isVuoM zu{#_#GzUDCU=?xP`TGMwM-B3k@IkFDb?RY<AuHF-UbSdT;j|##k~B0FIGmhTPW>nQ z;09gwDa^tzRg97%K}pHGbt`x;DAa0ixVe2H{u39FR49Z3dSAQcEk=a=P%J;QazJ;b zZn!0nHJ0gY(%m4JdpbjGT&jHW5-J$5Ej&gV>2CH0B@xxs3rZ6rsy}^7po0@>^?-8$ zA3wL1K5KNW%*YKCv5lJGbb(4?FCe;Ta`X{)cSU@3{h~Xj8-4z@$G6e+W_^G{EzT-5 z$tTGz%iY=W-CP1gxnXc_gKwV`+FQ5F_Gc+p?<dvRen--C)uqvDsTjk_^P--1Ea<U? z-3&d!d~N*5NS$e_k}TD?z<`O|o~!dr<VsXq0VWS~M;`8v>J|>nRPOGWVYO_!Q-Q_| zUxm=q)Cc>yEhnM1JqYBP{Q5!+2Pc`b4v+e)91zpqg~`7B31(bJ-I!g<YIV~;(|eCR z!~EydpLJ3))heNs<C2-84G|4ZSCpF{z&{b%)AxPGX+Ea%hpsTB9xpUbWUb1EAYGr% zXrtg1J5mu;1`Ni*rY^@>Q~vm7OBg-q8rQ(Ef85m+ou-`H`x3V1P!f51n$d{h=RzU3 zxQV7*##g4b56KedcdYq+cQszN7}P2VJBlh%%pu$LLv;`m!_y1MIdokZU7Iu0)#_($ z6Kt{HhwUcBnda{7&7Z{cl*-dflcobJ8Kudj#av@Lbr}C<C49(2y1h659X!FVR!iC= zDW$_$xM4v^xLPx#Gr56CrygfD{L>0XWy<W6lvCxMN#*O~xAAh;a8N|eVYWnZNKVHJ z#__NOsmDcSyGiCe%3SIB<^<fuUl!mvg8_B1ifX8zZ#oxVWJ8}EEwS>evdftst7HPl z@hgErcNEXYNy%I1xysVxe-t^zBnwrQ(XU*tCGF+{n0mV_S7YDKD*wi!NZ;J76syyR zD1K^xhg&pX>dE<Cn^Q4E!!Q1E+W<;vGGxmi`*bVroA?EZh^_un7{2$SJcBzk8ZA<O zldg8Nw``Nf+>d3U(avr7ikb?;tOvx}XaU?hhpnLLG2cEngm+e#E@`ROB(G0F0ahTJ z@86qI8P2WvAXD<4i7+rr8(!TpcDvS64Kh%hU0-2jYrFro8y5C&rXTy&Lj>*1W8}K_ z=bfsSZ%h}e1MYFgBB2COm)2Xqc}3;iJAF|KFvz4c?Z=`Poqv7R`h=lwoID*-`Kcu| z6%?<!=K6!V>wy+u{Vvhk-cVQ-&-F#v+%s+t=Fv>&O}s+E#P4tJx}f{oi_<1&A{0`> z5F4ALcFte3H;XBoXSUpw_s^5Ux&r3f^iZ3Ee?^U?DxQ?|NLk-JLIM^3?Pd3X-&A8) z^7Zjt$MX}I`2qJ33+_Rw?J-l!|FxsLpU0itv6_RyhlsNX5P5=CsKeF$aiOepY!!Pg zk_zT?Ft1-v79`qlo8XH7E+$|`XLm@yHY92)dsA7yg$hK<Np{6rrix<$ufucr=V5%r z?%3s|&tM9Z2@YA=SokOVQ<LdLbQ6N;JEIpSY?(UM^0EH9@BVuZbRMib7e925U%rqE z9SHE5SWlAQ-e{kmWgLfG0rf}gKwvJhB$S#x1<5}@t_$C4<&E*ES@PG1h&GF9A=z|e z>3Y|Xpc7K{Vc{mPb;oVf(L=*?Gwv^Zyy7XA;Y0i3`r1BRG2f;Es9if(RW<q$sZ?L5 zvf1ZZ+t;6*@XxgRxs+fN5B*`P{U#oSZC+)C`*;dHJ6~9Y!oiWZm_rUX@gmd2`k;Ie z?o;BUL{UYJY%Gm>Nmojvp+@%!^<zyKu`e?r(HzG*v>USz+>=FvR#EeGU~!NveI>Ow zT3)m6{G8$bt!RX<+@ea9`%Stw&((%(R=QY>g0ptL_s^ma%C<GmImR)mSZ{`&*_96^ zbTU|e*Z3@dvPv)3EOI0!VEjOzkBqC`=9lSnGgz0E?#^36r1}X+KSnHR@a>ywaB=?L zR1XV=ztC8w4Ni6H?O_ID{iJy$?QbYuwbu6Ai~fl{4Jmf!D0B}Kdk#a^6)5hPj|w=g zFIL%&QDrD>{ntmA@Y*@0e22S(#YW%SmvOjVuArAM3wV=p5o{Ka)$7b~DHi^$_o}^l z+Y$6>KYd0pxP6&>X<`v~5%v<f+Jc!<e!Pe{OA8yW{YT}DOSy_yMKBIA;V(paj*80H zv*hebHR`lQC`o}*c^e1Q!4--Yvubc&kCkNI5OZ8gb+9s4cXvBve`NXc2%c%Y6wVE3 znP_|Cj0tO35czRZ{5nnDMQNf*Of$YsC}eJ2ftCIJn}^?6{05)&7$~Fa5TFaM-==$i z$FOC{GfgIU|F>WWE_@u#&oq3A)a31B@f%uMTVBCJszN@AUlQ8PZ(-D7wwvo-=Lz6) zJ8$R=VU!TT>Uup~(;uAV_%`su=KTsOV39o#VC$T{k2;;&Asu-2ta;hMj;+KQg~l?s zl))eV`5=i0e{tLid6b<FK1;8Aa1Q>n`{%*!D!nW5=AIZeY>Yb&vju#PTyTOzWHd;P zjvEu6bljP!@bjhJW7Dz+3T(fUe6W)^PBw?|V+vd-XqM<>2mvBiGWhT=(GHmSIvu6k zZZPI8y1RsvKw_cjF0V3TrA)5Qna$pUxg;;d`|FrFgibflYs_S>V16z9-q1V2-eXmj zsb6Ig?%OQ;p`R#MS9vX=4Q=HX4U8F#+5<oCcdGWcu)LfNXIQ(KxQP6ahPn!xtg>iL z)&op3#wJ~MjOX{GQ^d5XFI~$9<nE%0mTnfxeuodt^A!Y|P06r38d$2%a%Du_OUH=B z0ZU9JFwp7#x<5Od`@>?LD6fZD;o*5|{{5(CjBB1%K3*x(+N;rfccfHV=P~vt3T6Q? zh6EXXL{(aKo>c&GA<}S9OWnRn3b}C7N(SRe-Oq6CySVz8O0oM1zzT3NL;q$4u#=R_ z65XD5IY>WT-`4#jeVq+Ja<IUL4;W&*WOi#ct3vzn664-iFnVvAEb@Lr)@U?0?}cLB zvZKjG@SJsPj9o5lx>X6^!*+)cFTTPGN<i2gmqI*pos>hZ8RM7FRLQ69QRSIhQAqfX z*PDMGiP`yCwQss%6ZsAdYFl0@#Mry;H|o*ydDUUW-GfawKdomx2do9#MU6+Br^Rz% zRP?QotUTuUG}X=RzB9)0;OE+A7K;WY9d7p`V%(ePoNo57p1e%Tv$VA(l$==SnCFzn z_Q!S&@7H6IWu>+}pFU;Z7}!+wEu;Bycs9}Hm%jROW-XO%a-4}3fC_b@Xd$gRW7j>` z(LQ*wwk}vgWXJ{%lq~2qXnyLm7b?0phfm7S?pl~=RkD>{m!iYPSADuBAIgj2ex+m6 z(H5xIB)1{J*X+ABh<R8YZevV-A{+FR>78kc2xsQR-fiQPnMEi&bDY8~TSg1WM>xO* zqe8KD2hklNCq2QuWzsj**bywhnYz_jlc6xi9lrHMFZwoioExU)7YV~hEcyDK4HkP9 z7lYmzm7DWhCpV4~`9QMhE3X)7F{d}_-laUEkA`u*ftBcB<=}^#DMtk;p^zVTTd8hl zW%%xEEDPcIqt7N8HiQX)XJ4$S_ZRBW-XFU`rFoYEfB6OmW8wUJWgb!~J&P`L)qa|( zk)iHk+>Fdjij((sTIz7<pb(P+gc<|{tO<i1t+O-TKoo;%zaTHA#W~i}xX$)ujSF-! z>U6$G6npLEddymXV3(O8WcSuO5aBae+#W9X;>tNbn42)9oxmFY%O2qZ#{$FRh3S#p zD4Pm$FqKNWV>T5(IM6Sw7_s?92vsihtlXac7na7gul}a1K!ZA~T!1|ywQj{<DD?Lv ziOuB%jauFZLVZF)y33;yFHQ$?=2tNW!G6Uw(s+(nCacSvvNk8Fy+1480h9P3Vo%=S zvVSj88|8GI5xi<N-%uX6>iI$?lDBbts}+3+Lk;&Nbs39aEk)dIPlAZer;{b~u62j^ z@;&DFWJ`yWk)dgBv}4o`=_q#d6jE_u1`d(ZZb}80ZByGo+c(;<@6vh4-fc^fq-F_h z`LnX^tow6Fs7+}uxybx3HapSU##bN0_bT6<dPC>{3yh0tXg(O)TN79j;3c{c$m6AO zAdndKZ&4bnb53`|zbj?WQW|<VtyZnk{p!81JG!d?NjOtH@Pitn!tF@d>tX^Ml_w^( z)3<RJnpU=!GGz?~bg_Dv_?w|dK+i1(4(kbQm2u7R*@1;92y@?nqLVcF#W$MoUr%ab zs|qrjn`mWFOKQHR+s#<<V<V5FHOCeGU5!qy_kGM>fbF|uTH$5!xcq?tVHC(f3Fxet zKStp+R=54P=HHFS161OD7o3DV=-t=d9#~CF3(syyqV1>}z#kcwPAJ4I8Cw?Gr$<OQ z%i&FYF!&3R9lcs3WSR7dsajzATDRq=0?R$BJ~C15wek)APzEEl6;L!xmz&vITU&P> z*qN=DABQe({(Cq?{Nnng?M02WTq!abTYA(uRSC4e_4h+EyvFX)-;;bRjNhR|pf0ic zNk41IQ}N(6!5V=QPU6WO_=<@T>b71E8PKvB)(96_W_Il7nP(0MxMC{w;k2rE;C2~+ z_zUzr@U+5DHv4UZeOsVM6EHF|Zk4#$QfiHoP>5=_Bd0Fd6IGUeI2p>7$%L-~`MZx` zf8?0Y<Y=7a`Pqv3^Z9q07Wj|Lj}iw0>m-WQcp{(c=4VNG`@)0Qrm0JaO!+2CGO<~# zBsO{z(khc_wYfPtIVJGPDT98yaMDpZALpgkavJ=@6h`v-9~xl|RA^EL(ZMb7WKFmv zGet23_vFQ@(D+{Yj#Lp7p%}ak*n!FL1;c?ap`>NvS|uN0KgN&i<94YtW_O>EO$lm$ zrk!Sw>@ihaY|j7j0}6~ulgsBKWC@4of*Db1E*5U?)LXJr4j}ct)&UYN1_J4D%%caX z=dyZTIW*em�CbUs86I(EMbZgl!q_NjbP@d7lWUJyi#&jx1h{v<iw~apOG2(~}bk z{h2MsWaTi&Jt(L&=P+hbtEoC3<*CrDL+a`E=ZrG?s8XLi<y~SwaN}SlEPXB!5AC?0 zPNgZP7mkO5qEj)$@}KZpsc0L;<Lw1T!9>6~UtoB+G57&yF~h+~<7qFpb@oF%g?uiZ zZl^CJ#QA96uPWiW91PGW95!%{q~;)@92`pg4a40_wWmJDV#%`B%c~;VcR=HK7JcC~ z*B@}IMN5h#am_Ko>s4qNS@2ozXz8hPb{d7N)aNi3Mz=K1`p`D|&NdGtnp`b>W2UsD z#yr;DGjuEZWKYbxxg*8C<M8>=Qp_O*20c~KeBa6I_Egt@bXciJvOki90(3A2j<A@_ zY>wucz~JNA<hs#jUjzcyrAy9mU!Mr*cL;R(BZ3h&7E|v3r<lsfvAb_EsVghh+RA7; zPP}B_%6-f92=DlK@V8KvGOF21$tcXJHv5?cy^>)4GtJ_C49_6-ckMpu1ChOf<D+Cv zld+LTCUX<{^>0byUGYDZF(+7`R;Z^*^E{<rH2WgHs{4##cd_2D;^c7S=tRsgDRYo% zyY~OKP+ZK;1B2IK^mV`BhJ%%Lb#?X6c0HIVoNH~6yk87&jc1o0&EwuVrfhm;qEf6I zcKcJ(XrwHI&2!q5X+^qU`nNMGrBUt92Aj7T?q0%w$Bu5kGppj2!r?nC`8^!*WM(&Z zqqUW7%e|2=M~HDj>6hhw6~Y`(Y}))auW^U?TCUa35T|mj_RcmK)BHC8d4REfk<4TT zn(DLeuC(dsEQALacKw6CaL`Z~TXsJlybq_D|Mba58hQ1%i#bE>Di#D38(D1`IjM(x zq8@(5fYf3x)r9HOgHRqD8}s$`ML|V<-45m#!EDqTc!ubQn`nVPB#dGQJY<#xR7v~e zMK-B4?%}=&qB$`63l#n-!d630<Ip6YvM13H0)G#hJMtaPkzXC%gS%61aE7RMwxgK6 zw0nOx;>13qqoVh&<3_QrK{r@xU}#%MP6zrXw8*97_?*{5>FC^It(R*2WsNX2QCq~} z_J{`&_!=*C9S=Ox^6J$qFaVAI<L}?U(R?sp2nc?HHjWH<WW#KxbQmDqNI1{42$-B^ z>bL$dy4S$waDf7K6+8_QiaX+1w?p7)!PRcz!vE3mmY=P~EVnmMKnjK4>P?n;VU;k1 zB|aqYqU!UzPt&>z;flAtbN2LgoyD{(Q|w`aCigRR|4l}ZH&bi3;`{*PmQ_F-kG=>% z#O}Sj*a2hBB%GYdzz$rFe@doYMsgDX&FzeNrHr9%+`RP-HY#8H$Wu)=kr+F^(LDJO zi)QGc8<xAN@>dg$%s>uZOX2l2dqg>kG7L*=J~!46Q7eMQ#VW}Sfo-yvePc(=S>*xR zIQ$;25|<bw%4@@$s}PR;-d{EJbmp<sw!SrTXh0QKQ%)E81<$aO8j!Ml4>K7A;kE$h zi41?XMRSVxoG?`uNz)^#6xZRIBXF(IU5Bu-Fw!*#<?+ns>t~89s*;7vu^Ojs;yRY< z-Gq~2dp1;tKwHU@A_a;43A1-sMtScOu-bG|9cG{eD4pZzZUg4+#P`G!E1}aE9ryrL z(yI;_nG!5f`Z1iezv2gso%0w7<otM+>8v_X*JaTj*LR(6cem}JC{Q@e>k<hH`OEs} z4lw5_F2kYFOmd5R=Z`$84-xUc7>K`Mqbe%aMyhQU4v@-r=7z3#yvBiX2m|4_W$W%S zx2GKmY`f`7Hr|&YVzgh+FGstQh2%^un5OhvWY_l(g!JYezxSef#8D<J)hVmn3GLh~ z8=<O1E@Q#k*j(%3cgJY0jFLe7oO`zV3ZBJdK+7BB^LyE_b4nhFz0In}1F6OcVjAh; z>T|+|8re7aJE_ru)Wr{vJUx<s-#U(lCHk4I>z(NB8FY4o7V(R_H5>a|rH94so0D7< zV8)*hQ4qS?#Q7?YiZwJlj;(3dh(5S`55}}{`jJIP|3Lc%6I=+@zkNnR7V7KUy=(ux zZ_Gz$K@4IpclfGH8uOJYCrR$Zk7pRNKWIs3lIy-A8|Q|k&rgUq$r;7+x^4<lXBvEl z#^$4k{`>Q4_M9VUCt=o1QU-3|SPZ2xt@TB|ogU<9zcP`L02;x!hEXBAo&(nHg!b_{ z+_V=cg4Ff(Tj_Xt)s$n7gA~Epd4q?NH-4~8#V_>3>u^!|0UZnXymFD#5fWlSNyUd0 z3^`!BN<@JVEmbP@&Fvc#6p488We>sl)eCN@EIbS1^?kO`kAW6@v-G{fRwS~>h!;w6 z-oFGIjT}^cEKv_n12^+reE_t`{kJ{Ujoy3=P>5%Xo{{caUShrZxINi4^G!^MLyl2n z?RZmG4f0{`Zzz3Q`TdxZeU!Rai6usaVGNb5kC&7q)a~7jAE?Z12`3`F2Eg99SZd&B zw(F$YGWtTWiVTc*+RG%T*X2(vEmV-X!oF_}s6kNY1Z7a(dM!dSKGr^R8h=srC^AVA zG0@e2D9*AC9$=hx$JI)BGm&eG+fSUmLrUpB(kjQEGV)8;m*j5R@~31I^3<GNng^kL zmtZeODA0ePUY%ST3cw%S@{<ffy14KW{i$WFhf)!DiZ|ry(O6Vf*|}I|h|28Aw!?&e z`U*;>h&j-Z39%jS%;e}-OA%H2FqyySa7I{M(v8*_N5h=VhHbt=*F}0aE#akoz(`5} zLNs<HK56vEQ>qp7F8=;OA(Rg`m_p@GKXlRQ9rkH|AgxG9ZR){VC&K#1+`|>h<Gapw zf-M;X9`*=W7E;7K0iIo%Tk^a*nrZeCalnNs#q)MZT|JX3T?fq~L{w(~dYSj(T6Yz2 z22!Q!wut8h$K?&B4CYtrVqBtVw}xocq9@3u+kLrm5EQNa$;$zgj)9;i><08)1H%_g zd;7g-l97Nk$aHV)_m}TScCf+yQF%}w;hbOVNF0W9vO0qTj!@j~^hZijZ^a5SPKEwu z(ngIGab*VPl2<!7tkYfh=|=Li8pQQ~R@`e4J+3LxDrX0Esag&y`gGO7M$S0T!@Xw7 z#&4=V)+2Z!<=}Ve)>mG)jdy0rA_l@eK?-_5iW*7B(<$La>py}5_A?nU+I1Q|OB2oE z>vY{Qe>D<Rtn#WFW2L7(sK?O_Dr0Z05?jKEoW=SM{}cwcSo}qcWDG6$?CC%OX6C}t z8yCo&9Zg*X8$;zut30?-#h1Acoc;0L$Kp+|=IjW_%qGiOB-i00@&lw<t}7aI#(RRr zaajB-m_9;bD43ILjc8$!q0S{ViQ|#B6>3E$np}XVwvJ|4$ATl)NsEGh%fRFOSZrYP zxS&H`$6H<7B?z|Ll3{2n-s<u`jK6w<R;iUZU?rryeXy1~QW<e{?$h5HNuMb(hxN<| z9l@8#QVW5>$Ax~N->43|-~-T67)dM2#^IAi)Wa2A^?0-uQpTXg+&-8g7MtHuIMbRg zLwvfIXZDK9uJ!{_K1QL<na0Oy?{Z9M7-ztADbwr5s@e|lhaRWGG<c5vaXG5PqD}w1 zYfS4X2nBM=SEu!;{WKE{F_Thhd~#LP<HfZRVoddjtfK{(h1#E5(#xU@1?t(QAZvfB zpjO3thXC~*lM#i4fOp}00x>v?t7wp8kc_QIefHAEY7wJr6NGR3eL%UUCWEFYgtX1# zovzMOv-+uXQYf4>+resonssoy%*`x?RQ})HrK)Ufw_ibf+(F_V?RW4k83L&~YD_7g zDb@$LjN@5H*<-~%Csf-K*|T;hrL1MKBZIgqj%ngJXqwU~<3VU>_;p);phh-82P)P= zGB+#c$CjT2y!`Q=I<>hG0@FG`z8)ggenmHPfcj#kmTgO@EBg-mgMPr7AoZ1zP6Fxt z_6H?PfwHO1@S3g6fQYinu}Pc%mg-$hhF5krr9RQr>iSMdX)3crl!zS^nIFK*gXn9~ zs?gZy+Y@{@{y=z>lJ1Zi>7jDW|Igst`_aJ#G5)XV`k$fd!VafcWqU#5Q{)=6w_kgH z3l+3Qk*oV9V#;IA5!Xqye1gS4rRu>9S6GG5fzi1Y15&)dKP-C1BW#^D!yHxacC;Xo zIlzyciKBBEd94QNNBOrk;hxY)4wla++HcZTtiV*EeowGMZrejv&UhJZuMNioO$^Pq z-KLXxwR5B~B$>H9)Dp28kW>3!fqv4En>!v<@P*dSX0Iz2nH%?i>p=%~ab9vVa&`+D z^XrCp0(D1qI9_XI<5L;g_;jBi1%FK#(a>RUp>@2v<dchC%c$XwwJv>)mUkMnKPrah z>cMatpI+v4L@E%MiuYwlhu`kFKt0;s>6X>ae2eJ&W!JE&D?C-k`oI*Oc)<l85^yBe zr6C~DXz}><D?*0D+Yt*rifh}~&~wZa*Z#Wxbl4eL=S;6;<DaOhs%U4cpLcvo8JFEX zp<p=$6X!2E^^)z6IKdu97e^wVZ;Shk=pN^I#4K7CT3%1+NBMUrrC=88XN7*%<=4G` zt{xtg6ibqL0TK45yBqGuf<aZCzud#PVlJ+4_N(GhGD{JPSF@lhR(t!yvJUUI{@w&f zWK#v-8zD#R1HM-Pk^H@R%60+p)u52x=ylRKXI(S2!VdGd+7qnNedA(rMt!Sx4pwjZ z>#p6K_X^A5kiAs;*E5lS)2_o@?VI8XZyGo`X(V#`e)CM{Ua>n#BT^$10~)2Otik36 zk5uK;ufFtS{9!?B-;z6`TgQw;4nxW9M|Qts>eVBuYaODtTEE)I<zwF>A4=q89X@nT z5=}3$%1kn+H~3Ew;%&TSaRm<$bON!;jRul#b8SfN?QO=9XrDml)P)=K4xk%+_y&~% z4P%lh_#UcdIaW2)=+&v@@x|lC#n;e}IV2#2FZ1gIFRyjZTl+7UDB!CDLoip|aq-TW zlTRfK=7x|!nkFsRx%$$XlHpR!U}<JtHVp4~<yNJ|qSlR0+W*eq;wWj0#!uWf>JyjR z#x@`CXQ*@bou1(i$w2|aq|+hIAGTimaG6<Ib*Qd)A-#d!gTI4A^@M&kE<XKMW*;=` zCKOLtHe{+5Eho}`!$XUg;h3!O&)j%diyD`*Gc^>6P5H5=0?ZRl3w%KkR=dGZxsS9D z77k?NYPD|Ux->#?f^&bLyJ)M!hy=cph_y=bG$leI+`FR(j;Zeam#1aVu~=Lu9jOeY zDIzehYmtWXnIZ~V(&zl6P*5`+iO*hx?oVs|DK%8r;ep=CW}z)1!8q2$2@L0k#c5kq zpHD)XIWC#szcaJ5-6*B8rv5*LeRW(`+qO2yrd3c-KuSOfLAq1vlrB+1q@+PQMM}C; zx<o{zK}u1&r9(ivQM&oY(!K9F_ug}V-~Q*E{chg*&NbJZV~%*n^WYx5>U=ioj)j>y znYEy<|5IOyu#o1J{70u>ggNh<X2>r+7CBK_<rU3ltd#P65ObPDsrho4NbgHm@<XW$ zoXr0#ck}v33v|&_>geb|KeB0sdy))={VXvqbpNv}=JgwJ7~SFJ{Z!QOWTIYSRhl~5 zeQ13;Pu*t4)ZulzMlXLDzT*6`0m~a*atdMJzO3>vG}A{D(8&i)Qs~fZ7@glDAuirq zY$&y&z4}C>O^ByrWmm46>9%fQgGe9RF>5aK!0EC_2==evNjA>LsM{#c4l6mf#8jzb zc`vm~tL85VZ8FWCZ0eLh$hNfYud+3yRY($t(2HZY3WBf%XtP$%lDx!myMH8WW<fEn z?__e`2@t>o+~KViPmcCy3U2WGY&UIvABMn_hW(y0VQ$fy%u<Tn^v31QdZd_?TIA~B zy3f?=bLZ!>e`=B*PLHFZ74+LT`{5E1^H{weQtn(-ww;Zx#Ns-AHuH=H4ZA7$SNAzi z+JXzIccj7875hbh*jd|ayp=Bv;)#^&iN1Or2qU=`nZS#QBc2SdG#1@%@uUHsy_~^? zxkafmz=>k`HSo&XcqN|Bc!)%JcsQN#nXQxi(`?uL7JXJo^~fi&93JZKxma#aN?_jl zSd*2&o5jVdF0e@G;mTz6`734h+B5yJPVSJ@Dju=$Xvc~Wx^Zn~LfTV)3h!<zeUAKs zvIgw7{W6zWdQ$1|T~sEOuq*ba0{#iaHnwb|+a?REah5^J+1a<C53a=*n}A+9Q{11D z2dFA&<r5+n4xmTUhP&TO98ftdy9dzcI#a2sznsw)Q%@p)dta7T*7&h*MT&jY`|i8M zUodi4&$H(;S!@}U_`ih5!epSu{DEZ3+^51XythOvNj=xFF8TE;0os84FqJ#)VUFuJ z^G<v_qPL$?*T>na60K0j0`Mq}4<4mtJ`Lr|1cV6ms`dec#PdzBpVO$&Q7KvERV$j; zXDY5txZ^4WSh*R5aALb^$JGiFHwds1N!%<i!qQ>k;ABE`88lVbjYJcNj_?a`RK1AQ z=F-1cjw)Xu(v{6uDiB>}e;N9xt;2SV8;;S&ruGe&ceZ;xLdr^w1V_8OhPdV{8Qqrb z@#|ezy@=h~9dUDSP4&kaR5=8v(@4orc1K1=LeDM`LHwF%m>SJpZ2tZ|1v<@h`S)O2 zKY<UX#PifOh>#&_V-_f1Y;0_#?I!@1XE8OwvO96*iaw_uRi$fbm8R_>l{=2T=cU5F zca@9E>y>yT)2^}0p9OyA?>qWaAl-*j)|ALxJ}CGY1d#W74WrhT)o8cwmnFKmq2*db zb|yZzN#Xf(&cz;)GrTQ8oIy?{0y<7lPELsV>~29f=k&OB1A?ss4j-<;+3op`fUGRT zq}kDjV3<<*??rN1`L?Nf%z7+XCdthjHO!Wpvy+)#<{q_r@M18j#0v+7{DHS#R>ky> z49lBTC2R^_rR0C-N-kVLA^vZ<5+wk^y)_c=z{Qh7WfoqkM#g5?B`Z#Cl;q)kj-^pF z#2@DT^$jt@f(q8~U&OxzdJB_>B7IwjAf*hH1j>ZByT$<!h6+SKd~SPdE-SMw;gpJj z<?G1=6c65zejU35P&AyyJMSE*4HRnYe)KD%^0M0F7hl=uynG7<aWQHize?sv7f+p0 zs;T%ra<(FW0XClEa`~^0`G6GN_qezOq^#bbH$SS*t_yUYtOynM2TEDQF*n^sEguH9 zAuwp8NnmZe>fG#PWE0}EXw+{wV(81BSXreCytPavvpS1Bd{py+D7oS6f{xD8h%!<z zaf7>_>&K7hyq9^bJU^Y}ZkL0nIB@*fMEUduBir83<;Du|po*=;C-rT5^^YXFW_)>i zYxxci5a57?BDgNJf@I{=$>WNyR=%T478VJoLl!6+Rl3tZiwepv#fWtYvy#5-yVteq z+CC+UaTV8q8u`WWy;y2R3QK#eg8heC@5{n>F!euG2-8buRlKlEz_i8FvU!S%LbFes zK}e4hdc*9sEY|8xxN~7K7vosv&l!Id|A3l|hLvpPrY-v?&v0o^EjEY{_}WjtY`>BX zoEg;ONqUWD7;yRLSDZD`KqUUTPH;GVo$*fN&Qe-&X=I{GV=YdcXXp>^@-|BJimCTL zzJC?c%ws`~r4wfCO;t17i`wio*~b};KO`QM%(NgnV~Mgg<}$sY|M60buXB<C8jp>m zrSQYeYIFofK__*9R5XLCC8z{g#>lzwXV)*ycbJpQVHH5cdfooTF$$smc0cc{R)*Jh zi%kwbA9q9u=o-J*jA68+PON>We_g=((&~D1H&(`ALB|-kXhH<M%vYH<pP6y)?ZsS; z8_XwY4!WkL&Fd4{Z=_UE?V+@R*6rb*q+8H)!KPI5QYZno!DH|MWT|PYr!!ELI%{H@ z4aCDThwYz;TJu-<v%C(o+X=t)kgmkl(QW^SjR;OtOTh7MSyOT;gkMWR<0?hB-`wD< zZRkv8DtHo1;ZCfJB7up<{ai{J?rH6mhWF=9l`RcT5l_7pl2KSIOsQ&0aSfhq5yZy& z2H1aje5%AOhkaLm`Goud#>k>)n!;+cIeE)U$do`Tbm*}y3@d+d;Xsk?h)XiQ+IRzM zMew!l{YO<5S%k43jOHnlbNBo%tgtdIbD>DSPI&PdzrdDy)mCtg7ist*O}Qi#({6Lj z?d+UBke}tiN%bxa)~Bt`ZG>K_w~bUvM+(jZ*|Q~YN_za9*^=NF(^BTef$==+;btgh z4E_F@BBwbN7L#OaPlXt%<P~7!-f~$*S5&mL4<zeqs=-&S6ZuQO`czMRviiMk=Gx}g z%Z_(K<=4FpitzlP7gOM2<q&Hu{*WAOg}DH?&t+z4jJT8i{6Vch#ym<Am>0i~{vvmF zXTUwKdza|deM?3r6ADLaIQ^ev8K>v|x<vYnTmh>9Lci-<Qft~n@qYM~#D!UbWZlh^ zFZ?#&r4OlpI6N}vMXH#iL*E0OwB4Vxp+HN5V&ZLy+2-lBcLwZK?+^#Lwdtz>?4&#C zwpXd{nSJvezs8u!L0rXO!Xwjs3(CoIa5U6dv{C?ds$3*3RDJ8VFFM3hevdx9LP^(R z_Og75g__=P`_^33c(7Nw<S9O`2HpU_a)nxB>0b?wN3lXFd+7ph*U!#KEi5z4R134P z4a#9xQ4>o1$gFeadz)Zl8`_VR5p+ilYkb(8zyvevEU_acPzioo2Qn1lEHZ-ym=qLA z3s)MG;2lf&N(Njl;K}3>HQ0;-pO{*r@^eAHjZ_bs8%<ibm*y((s3ZV5^BWZB9Xr=s zFz2IU@S(Xz;kqr=$psY8EBcGEinE-eg2t<{;nht?XdiCv;axu44u%SJfJ5Feo87+j zTjsZK!!$oSUb;-K;&kqLYzgpBgF$4@RxJ~a!dHU)XjUfznevPq%$`@h#+AVI(5!5E zLtGvflfw|ySa!OS>G7S>0fI-xQL7h8T%X5vYHR?S0%q#UCZR>^m$si@@b0AwB9rIR z(aEi=L8)}+ed-pRBS34OLN7NC{VOfj<Sk9zev|5M1%IA^2F}wJiZESNJhH*2I^WhO z?n(76zT-wV(!PP03d+Nxa}>UdTvKwh1W3b+8Ye1f87@_4ycCTc$$<pE6K-X9ig(5W znci*oQXZJp-+dW>iYwp<Rz_~j-UZK%dGj-LOr_s=Iq*`a(x(p#6?J;E$V`~Z?gE6S zfk($5w<l}x7gpap5K^VKzkf;+^qeAn@^>e+!uC_HpiEY)9$u7>=+Cp1-ixk~!*zib z3<wI`z`$UAr>|^7bvVo$><L;=Z2^}!SxXkkC)PvaphPIKDz5GS*);u8y<L?+6-UXQ z^sc@d;a}+alpVJjsF<kxn-su5#C}lk$Rt10=;3g~d6L+s<97ciiR<x<L|4*6Gw)++ zMf{{II7`TL$YlBgkMNq-zDoEfKl*pvx0p_A-oAg)D_>}j>Elkv=M&EjPJZ)-9=Zgi zf#n3@H>$Rs_2;vjr*AW#AjFkwo(Qy{(yXix5ss(y&Je+)qGlGI71s_<emOo%+7_P; z9sR>qS40yY!#F^$V>8<fAe;3LJdqRch6WL&7YCU5i06)uab-5D85}9KXC<HFxeB4V zdC9%1v5}+f@ZI$Q&mGt_h(DUsL#tnIJq`25uTSPA)-=9NwY>?XKp-Q0I7a}~am}A! zV!F)7YA*F=ph0Q*A{lQ4a0Mmu=cz}hl17q`4j1+e_m!g@OdW3WdaTAYzbY%;K6zk# z!uN8l<5}KD)6qOpU>NieWXN7yzkn0@rFOu3rngrKB7`RJXM0z7p?>EJG%%{U@+83X zW%M>ggGIe3l#qv-)Qs2ac47BOM7HWu&DKjYzN&*Z5|z4w9ol%q_bpDe)-j_cw?|q} zE>SVv?iaDdc=-a>q8A$Zfmy2)*5cEr7iid*E*UiiU0WL~4+iQMcH0?o`?>Omj*=-m z6M<_jQ)!73t}~|ILTq^l^YYy~$HoA(C98KKCK4d>A0*p52>U8NQX+Ax#Vmtupj?sY zaqsNp5ST#Re}2X!6LgLUy2hBxmj{uKv$J!;P2KLF=6QNDcT{oSr$w^yP>=tjJVcM4 z(w2EIpgd41f=ZM8jJ)j$p@hL&YB9=A!BBWDvkT=^wRPG@-n=}zf%k>VqEvRd@<cp9 zrjiN1Hjsk}@4g0JA$uSnipPoTU)ubRiN0KYWi-5i@#R>LUl{q1sh;VVcy^t4YLm~u z%S&rvK@I#*TU|7ZOt~p)MdFz{qpve|Vm;F!&{LUQ=bk~Q#{nDzr5vzHWbLhIJRlDY zz5V2#;^jxj08}tGQ44`fjlx?|_xLZxMLO5Vp_1CMT3DCbuy{i63RHwV!+pzI`YhA+ zUJ$%{fJ9nTnABOilrQygKJJV7u*6!ZnivZmqID`x0N8b{4Nxlq#){@kHV%GAyXDyQ z;+LV>v>E9?$k36hUdG_%_bDv}m(ZClM{ah?fmIieN{}HbHMvH6cZ~s>VvaOcJErQ+ zHJr{oRkm*D(<%(4nN#^n$k=8T$CypCtIBGj9xEGad$tnQ+#0d_A*GS_sL<h7Y5%Fy z;E(KE2WM`(hNE(_SPD=}1YW;>-~e*>@Bjusi^<x<#KrTo<IRD0+61uK|Bw%=Rp=>7 z4OLyyXc|q#iN4O^SmatdwKq8t@-g3%mOzf3wr}e=?wxRT(k(-kF#^vs5@tRBiR!`6 zUq!Kk`^&0;1qw*Ea5@t?=)@Lls;YV`t@QwuaR}sK#6qr|fFLl2K0@OM&nP6DTAPlE zP~lx_WZN40yETZ-C)-Tnx3!GBY7NfkZz_89#Bt~>)nu`-`6raoxo?La)yol8cQW}( za;Bs~AC=(^h=G4>qg}Xwg@q+uy}r5G14MD7mDZF(t~;z!;-xsDIJcSEE(>uVNDvzV zN{VaE*rRFdp+Nq`8P#~tX{!@mLl*R4K5TI{gSJjui~`)4%Pt;R8<#io6|0^v|I$?v za(l>|f={hoq3iww3e6|LJ_ihH2vt{03$&@F*$J?-Usck4$h|9>*47i>w<u)4coD^O zuCd#hGAjU6rsQzR-l!s_DcB|7u{%Ee+bJEJ!R*bj!%^j)>RNU8I*rsvZP2&>>-ko; z$-N%VwCJvh>ZNPwhA%O09UhBe2%8*wR*;#Qcd-5eIT+che$c-Uj6`Bjo=`&wk_VJR zib766m-VNG47z)MSmZL#rl+T0OmSk`A{O2gKKRad!RE)A$Ju1$c3hE{GKr<hFFW0` z6bC=t?O$Egb7!Ylhpl!@T0Xs?ePFB&4ft7SB<S~4!*kch>sSU)xv{Z1A64NC*}Rdx z*2sQX$~4szM`LM80tNWLBjYFuX8%<H+gOf?18Y&5+XfWP1H-}=!19C;v-tob1}p_- zwwsl!5RV_uwHfHytg5NWJ5C@n`uCXF=)jiy`^U_4$J;W|v<76{YlnEPKVY5`3kjJi z4gq*sMcM=@nfeFIbj+G}f*JxE%w9fh4Vq<KIx}>F%-X#CCI_I_b3f`;KD$;y>EWyL z2LF{w_fu!}C;wVQDM`s0;3E?k|7w5kY0{CJOf3<FqV)a|A3}o(43TLMCwTumoPpzX zVxJNvy(b>8?&OnE0$+pwOmY0P#T#7dPS%;%yK*`{I$`r0e`(XDgD}oyEW+4WEkyp< z{szjIXP0Rz<u=Obgpx+mS4Rm1=<?(n{M|)#!ph2xkZ!F(GyM|H!N5%Vd{^U=+oP`c zwMyHfZTEH-a+#A_52Qa@c6kOLL&T-kXNL|n9obHUlV*y%u7sD#Py_^)#s;@g{qXbQ zOp8lN5nR103Y<~tx>h)UzzQfpBo+ntR_<#Nr;SGymgCKkso-_mAcGfV*c?JqW}PNv zVi1$6le7|CV1IWn4zXnhp?344BKF)JJTJ3QeV8$dmzJmtRgE5oigJw%8&P&UE{6=t zrJkK`)J(5ij_QjBa&p!&IRKJnWvDRO&aL;RgI64|s};K++5yXzDh@eHR$nW?BdVV- zUj-g4LPm{{eAT=yI6^vt#~nd|!P8SU=NG1J1&Umi;MWT$-NLWR#j_hZ;iFCYe6GRh z2O170k+TJ8sM=_m%(JL3xyN5{1#O}MuYj`f>x4jxE;*Gif=~iFD&bN$S74dTx7uGF z4);7gO5}?*x>Y3qy5}~fl|eYOTpK@6<3ljjPRyqrb?wdHu-6#L6ao~;u~zVXvn+=u z+!)#t#Npo$X2&SsS(HaPb<`%Gy<*h3XTcQ1h{<LCkUJZn`thh|r-Gvc)k$9k?#5XJ zy?{?JS-P{Wg)n*3x4YAE>9hL<4gL0RLywoNjwt()ZVv!@(#ID)I-(;91;=@JIqSNu zC{`C(?#LLSoYy#SFv-ZK(T%mRA`3540-NORky^<N{U}_Ig55!W<&OxdN5WJy%1?*c zB8Fvk_EQ3<O@I5vPhFRUPkMc@{qTDLurI0NYGsi|Y)x~%i*3F*jWXr_B{_b2B8K=a zSxt^ZCTHeMmT6@MIoLO(mnuH!ajK`CU6DfGgXxu{oo!$I>p*LQj6sOE>m5>gg-@c+ z6?lTeUcHg{97;-7Ya1aURnmO%Ez%7Lr5dPT6sM2+>|kC&dsKs=Q~8#1f5oWUTQqR7 zJudhF@MW5mvaWG+v48RW8Lh3%?1MEWnLxAO`$CuP(0-(z()BrXU(Z9YR7;>|eQtbq z>Pc3qfy3&cGq0=Q=^U^bvGKfk0i9ks)Hqb^uq{L1c`o)1^c`*w?gKx<>#v_thu-_i z#?l{c-{&8G)BfmkpRKBtV2Yrb(z_S5#Wx7eKly&bhJ}B#ydRRNh>iVWNm)@fO*jsl z&bO7dnkk1%J4I_wttt3Rt;>@4xq@J)o6G7G)*Ghf71si+$iCf*g7yW&)es}-6;Jb+ zX$}QWkGUQ^>juk28_~dvz+Gd$zmdNQkd4+?W0e69Qa-TVd6%%ovWq)J)r>DTyLrQY zVS^;NX~fnF6Os)iUiY@{%}@vp+$HkG*M@$#8wdLv4TP_?BR<W)_-0S@^);VT$*s%7 zVxv_}k$39VtBBmf{R?i`ajfKy>Us9e3vudv4}n8Ukb-}Df(cFSVMO0nGu)g?7lH03 z6^5%Kw@)Tj=D`ZR96KY4rK#y~68aL&YTVOUYG6F(C)0hG&8;4aUh@n46q8w}&3p9p zYTbGyn#ULA7gKo@J*G--6VmGsxkCztrYRI-L%0^#JH8a+P*D`MHz*t?7b2X#itlNh z1OZ)vtXH%wfij^VbVb?ItYF+0l>4bZTa<d9-YTtCt#Yab$)89g*xN6j2a}T6)7X8~ ztxH#DWF`K&JV7+R6yW{Pmr1aM)hKH;-bgLP;=m0}{kpnAe?#(z(qh9d0dw{t^HRIp z;!<MyDl3FGRN`?!8jhh7L`qlGf)<psC^-jM6KDqU^tAbLVP_3HsL?wO<L9rva0a1D z&QJ}mC*ZXbUz^2k=qxepaNZAa;=AEWXd+;8om1yt&Pi<Q`8^32!H6m+Yi;F6flL4l zxis;r8Vw#c513kJWUB4IByp|if9EpSA7vklw^j^}y4#y!IPCYBQ?LK^RlRuqp|nzG z{Qc=_MUph)w36@GpN@;_6@Ljfkvw+e)Wmp{A@_-+Lep8rhV|r>hgU$XC5+_&8;6SN zKJrVU9s~A<tCuleB9@Lyt*GI0G;KcR{<_?tv}Q$ZgWvXP4@XtAKC}Z?*_>Z^>3Au# z_njz%P{#Rg@6U*$%kC1z=hw34$Kn|3gqZi3PsaE4gx$6|cE8z3cBK^5TTfBg&ATS{ zC}9~Gt4x@F8gEL57D4*#Z6!Qj-Z$r$aH!P2_}@Q0!Y9SG92d1<lCUQ-lKevQh|)O) z`W=<Ht+k&KzKeW&kI!x!Yu|8_!)S`|#N?P`dJ%OZ@Z)_T2-2hgcHSPz_%=O{hO@WK z6PPOy4~oapj<cBR!$6&;yl7$Ms(7to)1ukNhFO;<3zbkGr1-o*Q?0mTTkMn}HBa%p zXh3MtC_h=5C%-<MA5s~FgeXDIga+b;SDwG^#m3YLAnLH&dBeXhz<@1$aIfo@Z|k@0 zMM*jKNy)&x?O!j{3kJf8n3Ql|XJ^OMIPjB0i%i~xu){GhAZ^goBh81EcN^v{8cKKG zOw2anCT}lh*ct`~`FwOR7%hoE3;{z&EyVK>ctrwD%zN)WJ~!^YnIJ^^URNELf-a9U zkDF;I!W^y0mTTq?Z0x6J-}=4${O)H-LPkpM9ab`Tetd)<zIN))gq9YdsnLzEr#C|L z?ZhQ@y!IPBqJrN)z4+kDH8Nf>t2^mV00h$eYOwbZ_y4ewmR)7NxZ3$j&~?8Q0VDik z{Lw%{p6iZ)bGMTGKDV>p&l@0>j|n?G(Bya;4GTvlFNl&Ch3na;(b5H%!UJcA5Cv(h zxeiQ`^LM(`aOz2+H)$lgfM9iFN)u1kmgehr-7k!jUzmgpnao@JN2?#a8qD-)7-Ujb zPRFgM7jpMTYPW*S^u(|X9O0V@YmB$Q%F(OioShK7)lk>mf3Jz>dGMLDr;r}({yV)Q z-3#NjBzKJT=bykU2BYBDR<9yjd&}Co++=>ea!^j%a=bBw<eBXjJFS9BrDpFkkW5+E zn<dqP{~tZm+^BMmr=%zbpQX78o!i3O^K@WbEZ{Ar2%EZ~>UCz{V#C4k#m*Ppmh#c6 zSQ*$1R!s7cRWzV>6>{H=<yU`{r&=jxI*9Y+3H!bvDbHJhD6|j~8b*9v1N5gUq`3A@ zHhD3c3@1V-RPMpQ&ysG)gS-dV_P13rFIbObls~)QpS#j|2QR$ET5+;FR_<=t-iDv! z`X^Ig3L)SxQxE}{!3>%W4baRlKGhF>v2x)3({|-Pn5(ZHE{o(pcm1y49blNCqU!Mq zNlxZBrlY#Q4%{@55oq1ZuIiJO4>^*%2Ky3A^^G#xWlH~Ri~|y96oS&Hj_379!iOd5 z16dBaD?{o;*aNFvukQM?3NcufMF~zePwG1UMbxN<L*yyQdSG@DBQQ`YIOV{ZUPr^# z!uJC^ycn%mKXqwoS$&V{9(vRgnkxJ_V-rkW-IZkg#yc{$hWCRqZC3UeW};_o1Kr<H z#Qfq$xF}`X)NF8r*uLVY5#o7ks%5$=HIE}SlC*HEqu(yFoi$wz+&-0hc_Rl>C0JB| zXd}gqQsD3dD#vYjSw2to7~roPPoTH(=BTDDe3exM-bt&jwW3+kH^Pp`@_VsY;ftN( zxjs5d<0Y0r2v+E7I7YhS1_XLAN_12zY2k!Ai*j26DKb(StWtYd@`{_D9%TRF6AejV zZQ<oj0HW2|)m5au6nH^<1igSg8exyEb=jT)>iW<dTn7*$-X$3NYx40v^Za7$Vx^bk z8@F-qKZ+5rz|H%&+HJ=6OThU9$q`WOPJ@d%P^c3RKVZK$!p1?z73#Hd_67LdlmR4E z{n4kUrXmBGDr45NH{9o>P^q20m?i>c9JNZ3^Ar0Di_u1Kks*d;wdL=ZOT?itP{Jdm zPdB)MJP^Op>ZpojRwSgVwge5EmEGM1fzXtpl7@x`6=3hg7crt2WIXG4QitCVSMMu5 z9&eu2h;e1|@{E#yO-1LdA%NQ-=~!{m%%mf-qT-@`xxH~Jiw+Tw9uO5l%Rrgs_+I`Z z(5(7l6VPV!)te79zfMW%iejXvr|&9W`f3^#a|>l-UBHLZMogLaqhWwH``lm4<)y4b zFkpn^pV-hrK*ark^~<91_zWbExI!pJQt#?iM6l@9=cV%4%}E1Aa|{xwMnPQO_rXAH zLP2n{NuL!6>BWJ9;X`SuoWoT0PkS32q)f4yN{RwplRwSAea$AZ^D%+nBLBDF`Ue88 zJ@M{wO&lbz5Uva$xH&aRU7eoxe)&=?X%^_6jgJ=|Y*y1;9T-&xY}nG5MwH&;!;E;! z4@3wK+*y8Xls!A;uGH8VyZra=M3?s#niKD|OZ~%zj{>>OhkAiUy>Rwvf-;*5tu+Zw zHIWY~&%jIebS-3m@&Sp&(vm5{P;Ynqf0Y%{2O4t$t?j-$sHs+@oAN<Q=qAwW18=Zg zbPrY5v!lVe=bQa2p?yGl1bM+f!wv&J?SK{V)eQYrn3ryd14RW4fqs*dGX~@+a$h&- zf4*>)fB@)d@c{3v=yE(4t;pGSE=oB6Yvn7ra<In|Ugrvd_xgf9XlvjYWCK!H_ELr1 zI!RlvZcO^kEn5f+j~OH9@Lj~(T_dWOUKH}xF7sNu!_>R?>fQCNi!AApEr(-NgW5DY z2(RSzM~|R@2N^4<NSYsp_k;UKx_t;Y^3@6|i9EvGng9Td>rpBb6XB|O(mjaEiota- zCen7c(fb-@uJ@p72cMNfljVi0p|2*wYw)~>FYVUt{MKJt0G2CsU<*J?7n9mBe})GY z7sRNzv|2FWLJOG+cn0vL5nZn`?=<j|5IZ0W284c1IYG5f@xJJV9k;Sqd4I+-ri#yD zV%X`s!LzqFy_|1(9eEO2FkCWiH7|~jd>-We>myXX^Ifj_g;>L}S1$kcY@s35#oodD zEOub!Hu&biozMrWBm72-?8W8_8_mKGQ+V&l2;CI=J;hP5;i%!2x`CSiJT*5w^*vcz z`{TYL+`nH2<WH|hs7&}uzQF`SEoAnRFnehRtM`IquJ_^Ef#HqehD*GCgMb0bbCcbN zKR*%`P{gGEHe~>%X5)bT+k;(U39VA0xiB<A!B3;wt6In!4Mxp0tE4_kLAK=YL2@SC z%SfvpMg3kSFtZ%vuEvZ-p4)fO-ZLrvGf54ViG<PeK=ar2_DQS7l>=yh&oq{h$2gAt z(xVDpcv)0Tu*e*83|17k-eAs^#31kV_ZL$FoKSv#B*>zO_%p$GFu~H8)MTB=6(oy> zJRtJJ@XgF?ABs_}t)XNHvl~)?54Y|18e2X`yR&(R<Bg0xBbR}Be|UyWhlSjWs;pDx zjvsY=HnLZ6VXs_$>hOE*pTNEF*PnX<;f3p5avrg5_f(Cm_*L*<b59Ae;>zk>QaY>O z=Gm*t|7WQmxWb?R;<U+fz4!M@(=~;X2u-?vPXA~AYcPMBzeg8@(dl!lT(EfgUIYZ> zy1+~VUqkfAA*((CHDdmhiWkU7WcU8#Z6X3^6oK0SRkekM1u?6>w}f3iJ)k|eR)v0s z-G|IIti$z8Gg|@z0-&<JmcU{1z`q+ow^&cshTPx^0;om;-}erkqdgTX{_r2)8zPZ> zCQuxje(Y9&tI7;G&Ha1!_xBeIis~=uLoRwD$mn4Se=+iMlr<Ux_5Q=XP_MDIEp%9W zv^rdj8s+ZJnsl&h_jYGYJ0TU&9MS@RGC>8v+vBdGH}SvjfUP8exQNq9a?DI%;VfKQ zbRs9Ka|lira7>toVF1TcNHd4^Zxqn~bQP5!{oOvqNk8xS^yw{l+)RTn{*ZD@-YLI` zfd-=@7jK7he6{Ba|CQ?JOV_YW$6|uG%#(ItV7l?q?(PSxyc%-<veBJ`-EEq>?2RkI zq?nkHvmpCMR#{rgG0sz&l0tq3`^u**vuSV3AB{If<Y|rmlYM8_UTl_E8LE1vJb-q% zZJvNw+*Ur$_3BrUCqzi#D_I_Y6o(X+%hufIo}O^fd$5CgPCaOV#Mq09imFh!Eq0T` z|3Tz)V5Q>1&gJv3|J>gBOG?TT4SBhIzPU|ZKfVOyLq@cHeXf`-h2P-`WQ2VE{q2C; zUM(COQpAS`;42`KP@w!^4;1vlPrKi677*aV_ZzAIL3+&R@59Y0*i~$jk`|kN$LeY5 zZ)@=6X=i96?+AYcC69Y%<evlR0~<K{l>?m}$C{Y`I*@DrK0ja?URzD7P09T+$82!O zRJZB@{g0T6>xjKk(|eS{b0=;3qkx?@;&XktS)iApg$p?vglFu)M~wQ9UC@fynMgna zFcf}tJJOv9o}%VgzYm5O91LmQSz0Hik)s2jP|i|h8#35ww_n_7nne43cw3o45d|ES zhb<p)FkYephz@%Aq-AB>2MpKO*NfTi2Y_p3d=q(k@xAoliVcF!Kku#5YltZmf(TZX z<N6K$6lT@%^5WtQAdDXwA8$~D4%p7$R|>V8G_wT&VggD_?Q_qGgUf*B9NMOUzsdM5 zQL`zh-S&b4BmsYIZ@c9e!4+kkE*4;&Nl>p`tfUMPuy1P+%uWRdDX|sKYF*0elNJ@d z0Mu29^<P1bN!Mz!Rt7TM;7G8%zAyPP>He_y`-y{XhlSHX<Q@uSy5kZOT3TA#EF)er z*P)z9Ua+kP%N%S`cheVt)aOx9JHPyHIT*4>QI)!XtmS9~R0W}9=|Od2|MCbFLHsEM z99Gm2WsOvQ5+H3RasTlCQu)-Yxd@iutKT@s@3aBY1vHKh=~ySObBT$G{Wb&L>*JLy zaEcfz1)MhIA*0$A!*rKK$pS;liekaeK>E1@1`iMP=D>RuMYOEoFXS9LfmYF?XmNHn z`iK4F$Bz+Am`>ax>?4jU(mbn%>G_31DENc1ZU>GrC@iR1L&nw^dd*<nORcBsW9&hS zMh+xRur6IfzX?JjAo%eON-NL=`g3RJ>CRFg;&TiiZyM#V4i{}hQ3p_86hN+z5NUax z?h-{Dl?*_JTf6uPItcQ}EE|lKnuITt&S8JEH++KK{8wgZG0I$*suC3Av8dQ3l&61) zS?Z3DlE|~BbHmS}qG2F{4q=oc-O%|(0+J}^L+_}(&Q2H>3$==U5JwP{3v3}9?7Fjb zA1XY{lXb`TdNlm}NuX(?lztBtWEFxy{Y)yHqREsqm(L00y`bhRA}%SJyTdu(7QL7w z(qj@i)BH8_Y8FZ_DOG%BTC*AK_NVP%0;X5qc9}~_y$qJ~SDdQ%5O{yy2JHSekjeg% zEfakJiYQBcS(qRMlnZ(QWzPoh3|52LdjfJh&;=|T$J7P{|A}1Y8va4az_JIWTk^}~ z{4pwTYPZ@MQOt12G&MD$_yyu@Jp(y~@!%D`lAx8iu(I;?<ApzaK@f7>9T2OikjpW1 zf^>&=`Lk=V4tXH;lW#0^y8vWK-sTT;JsX$?eYIN*4A^zL=bgisv9YOc-u$#C#L5B} zGeNMt`=bdZSz}pjD)EY$wRd~zrn_T_(;z4IO(!Z<<m>>=`{z%a#xGxN+r*1{w?Rh% z+EY6rfkYsu5=D=1qWGfquixHk2`L=Rc>j{OAlt-hGkx#+-G^U6Gh}I`m<Ci~9+Z<e zf+C5E5K@65WYImTuH#05$(lf!-8Ue><jsEb<m6e7CVBV8#JfgMVka1FEfqXHb^YEU zVtkDjGqbbUxVXR@4pKC5N|Bm3)ReP9lZ;8HA_O!ge!+U@x}Jcj90IcYn|ss!ba&Vt zh{{M@*YSi8P$(%WL2se$?DV+W`4=@Qx5YFFb;<9$dwF?1c+LA6WSOc!Wu|?IXaUkP zxyGErldkuF+s}kHMUm5(XL|(qpfwhex&t@b7^ptIKMHrvGzFWDSKI|E!F14XL3zG5 z5;-!W1+q;3x<z?<4W4icXvB&vt*v`tKN1T%vnnKUQn9f`vKzItI&Dlm@7bKJ6M(oc z0|b|#Y_bjb!z;wZ2aRdR+u%<=*;7_tx`<J3zAZBK9J%}%m_YRp7EWaM3^?j?KO%}$ zNYQU40j@p7lyK1VjlzFd{eHH2gBLKl2;#tu!i4h%3EPvu(!9=G+KXY&lz`q<-U1g_ zHIvbk4lAadA*m1LNdmQB9oLZ`ab`mfVEoK`n-M(fO=nYb3HY!z5^k2_)@=F@k%f>q z1{(H-$+LUrVBo(}E5)zxwcq8)LGGHnFl|vt4CobI9@%Qw(fWOO#k(PMirqx~MEZmB z{=m;IkE6Gd$S<){GFZtk0aq0Y?=2s>7t}ZM5SP)87EG5Y@Ok5iFWbl}^<InllOFgz zw9$9HA4l=w*ZFQR{<$U}Ms%p;5?;sfo|#5TO}!C-jG#LK7r}42Jt5DNgP1~6cG05Y zQc$XjUTnvLpOoI8ONEZI3Imw2Rv`$r^n*}aaQ#9AmDos~o0ES}0|*xZUISyGkPLFX zR8&;Pvhjd)q}^#y4bDHj!t{pP4+(5mXI55%OlaTBg6;=&9P2lWD}qajo#JAXDspnO zvqO269(kTXkR=3}mlkhSv{sN4nw*?udQ=sWkU$I)OFkeL1V{*IE=pkt2XR6?0Q4g2 zb>RL@FD<p27u7X`rARyCUw$0-@Z)m^qmH<y&!1m_htdy<EiuQbwM^>Sf&4FdZ{9>n zd0;X`{uxeZv}`KQ#&VM8>@8$5B;`drRi}V&jNRP|h?m3`>)%~t)R>;1ZvqU-GAJI_ zx$YvshFXyIAro?q0b<=gFswkdnXqCD*2@Tt8X5odKv1j#wMyKJ7-Igq_LH?Ph+-fj zj<Yo<1D3R%u_(Ktc^rmBMXVoO3P#|ivg~7v1a!u+XVmy(>SO9s05$-Ns)S>h;k{yA z5%e3LjBK>Tj2{}$&1U>C__#R4@F+kiWj}jj@4Q`Pp7IAB!)y!@9xg&-(3d5J#tNx} z+y^N^@$p1}V#d@5fyd5do^a5bRDx%SX@OT32B`&<XD`&CD2<eV;h3f!Cq>gLJo!2O z88HS7Euf1N)MqMh4>$UX$Z2Y7D!jbf1G=R9NqhetjX-iky$-|xK?yD-D~kqXvWx&` zvVfO#-|1TU(caD$AS;oOARE?&fpT@%6{HmzK&`2r&Dz?5V-YkP^IRW67D+|8JDLvf zwp`pCa{e|}zt?*tBf3yUx^?lPR@dQI|4t*pZfFFx!R?7{#Px(ZFM(|+&?tNYB04)8 z-;?3s8ZZ4?a2%HWuG!vS^QKt_wr_37Qe>ZEog!e#9FF%Q#ufPpES~2d<1>5N9p=~x zg{GuDemf3c(;(aTERx#g-M1(4%xI+^DX(9%C-#<rhlwB-*cF&)K#49qEsYY4$Zrx= zq{o|t!`M`Jf;d!W!e08qr&4`vg;K;k@Ik^qDa{-k^D^0|9>uyboAWb|?o=T;;POp9 z<^?%AU=|*&bK`MX9rD;X1cf&g5cR8jG<~sM!_eyNWLpscRtYOwAjXJjs$smOQkciV z2ZCL2@!HpcT>u5yVVDX=;sYt9bKyQU-P5|$*FbMZ`fjylPH5NPQNUt@r6nt|5+Qn4 zUqS{&=sR)cn3%P;%JXBsY$v8edj(-(+nKL1BpLwkXzu6$-NT33{EKbF&Rctcnoxb8 zTDv=>BQ7BUwO_AZxTZOa7U$>vqN54GgZer=Oav^zphFb9u+4rWls?Gkv;Msz#qVNq ziD{9*HGs(EJ>rpHSYKBFpAf|NZiCxlMuDhT{;MUx(UDu5d+`HnH;W@$Q>&tSc*2@X zQ$IR7x*0i@6eP-!1e}bOIk>^_;DAn`rJ}k&tCncUN-Qlee+zPBAV7Kb>Q$997tC^L zkTaEYxOkJBJFd00HAY(%p}p`rKYIk6#eh|h1-Y>+L`3mhx%9H__5cKlj){q}tAS6! zf%XQsjs5wO5^PVizD#swWo0v6JpGk{eEDSVP}|vNq$31`E>jn_Wu>K&UjRb}NhQ_q z`%{U!J(;Rea%`a>6$Ynir}G+-Tnznv&=mx{{L}Vgkk3*r(6|e3bwBxw6x|*Lz}dhh z%Dl0$L3>IDkzK<YaBR>jd|Q{enrrZ1(28%}|0w@#PgR5k2hT!d#li9M>{3GM5ZyS~ zKnRa!L1!<&LW>n$LOC!fs1dY^#AcmRfySc+t~UlS2uVdU5K4lqmAJUL;Qppl#Y#0~ zL8;dI&J^0Lrs_ir3)fXO6`n&ofs>!OfPg^h3AHkXP|-;gyU3s9;h*(ig}x3j@!Z_p zBO`O~jHaSQ^z7X?+TshN#<@$YqcFwJ_ZO)+L?}mB3bYaV(8ra~P=N?aZpqz;!+`JI z{JW(9t_TKFGtkWYFM3<tD-MwRoj-wW8*HR&V3xi@YWEAI2N8O3G5?Ew)b((MMBYWm zz{sQzYGaWxx|XCHhd7aM8J<EG^g=o~HpqSdhgV^sjsejp0|zQmz=;_ke<zz>=l$+C zs$dYRlFN{SoNNDO271J)3tA9q^1AN4AyGx*P-=k=ICse1tlB{x?T?;&{P4HNF}0Lz zYG732uBxxg?INC?DfAO|MjZuoA{b6yqG)*b$B)R8#B3y*8aBFOMiMFsn-R8Q$AFp* zpeRxVoNOE&n}_!1+X;T>-RHF0f*a19DlLA^5K2(}(Z!V~3WkL}I6SO-9?5{{DF>3t z<@HAbD+=7tbjNOqfuHqnLMEPP(wU~;ymxebJo%~e{XfGwyVjlMw76i!>K4(lv0Z`l z*mZp*7PSec_aD@nqh^~YZn5AKl8~5fEpiiI1WMHiFeRg{{UMOm75ndr1FuSsl3u+q zMyt%sOcZ*xHxa)rDORL5oDE3Gt|l%n#gJ8Ol=Yd;K?=XBx;oLlIQI|j$yabOZIJF6 z`{0)UHSoVgwDN)%t5QkfADrt<rbEa#;wi~+|338pB*~=&M2cEy6ED(VN1jO?1cs0e zr6B>{wH;8<Lw*O4Kc?hOZ)F5@{Qs4odFtobZHpF!6if`hBZZ&8zXbmys&(y84a7kG zPkIp<wOPFWaDfyWY<%Dr1GJ?vgewoFO85cUnE}eF@OY6x-GjKs-~yM08SUoECqi!2 z5JZ+AN)_`%S4=ukXgIsN&aAD;gR8=4Hy1cm{7x1uA7X_d5Qnfp8B{$%S1+*7bN~oI ziO9(0p{DX{cUK~>zZk@3)%F>K8X?w$Pnz1=UV%RZL?xDy77!tSg2PY3s*eJPYX&Sc zBDx6`5m5hAhZd+<P)Piir$~93j2B_-1|%QCT@IcT{I^1IO^R)Ph=Oo#kpp3YJ={Xi zhTgpbM;J`_9Po}TK;ZNB%NMa#Q;qpxmU?}-y#WIl;B|Hw04lz0piW(Xc4S_dW#slR zrlf4QbC4oT;IpT-U+4r)FEMZqdO-~@Mu?(I_6kcOsGG_{2&_sDG|VyVAVL{>b^ana zVj3t$;K{>!$-*9zg|H?T(qTD(J!+>*bBET&0(LmpIUqC#$q!fXwbX@=ma^1Z9)i44 zne~)zmiQ315?I(6yKz&_JHo=k?V!=88rIa*!~i<SDsVSj?+Jdh-;RPa$ZI!;1<{YZ zLoMXc5cuDXoOTjwYHE~Lkc?}Vc?ZZ657V(S2H-#+<_}UI1MNliw`v*iqjMec;lSI1 zT!juy1&HN#+??zJrxTUe^MtqI{7e9%lRn-=hZ?{~fnH|*88<&KuTtIv^57H8PFqrw zq%m;2WMpL<$HxT*Z9x_i)GRq=jZOhP3yU=HRy`OlBX!8sErK%PA_TzTHcCVOW);FD z#8HD*vtOVWX$Q))NBf)Mpll5k-~;@rgT%t_ywD*AY6&=Xx{4|)S0Pof0BYjB{7LF^ zXUFlAQ_Y~So^ZOGQ^j^A<w5*PMJByj7<T_M<UK&&aT)}M;aLZ(Aw!hrzJ(1Yy0NcM z879(U%BhkgdrcUMYA7IL%Ik5&2^$mYjJ`wfA9p~UrUjDX;8WiQf^tYGOs}rWfxviK zn8|M0(Kvlmm)zFY7Q_yD%Q@8^$Bs!s>IsriSsH;gh3pBafGZ&n3n{z_aOyw;GLKA7 zR+btp8bA!er3u$98fMLKXiXCl0Rd4Nhj+kE4^r3n;dPrq5Q|_DVdj*;W!G*CcLW?f zfKQPe9vq-N!+QYRRW(d!#X2jb+C>JuD7E*G5&=c2*7DNF#~DIfE?J`#LWvB>#2^yT zdS0io039?XZ@Ysii^BTBR*BluKpy_&rx+wEvp=v!0+W2McKh_&XesDfYr!;@AwfAZ zl6|I{H@s?erz-IpgUVk>uE&cM5PTywPDK)D+_F8P*cWeb210^D35I(%@a8jQE2~|1 z?*Nn40K6fj{)EV*Ls|)}NzP6jI8L~9baV*iG!IWD=WGIGeIO?k^Gku26OseEUZ)Po z8yN$+42T!Bt8AzsZGen~5T(J?n<3!}9gTKyff{$eZj%Cm2Zu5X7RcOeFZSe3)Wi0K z3m1f$F-1f~FfI~*0x0hTICKoUwY=bD^FjL{D0g<B{OA;>WDH0UaC)y&Wn%zp(YpC+ z`BCzU+-NtySHfF2Bkx*)a`iT7<0fyd6cpV7&0JY<V`Ct422l74WP<L%etI>txR{4% zLPHFo4$)B#cv$A-cgI1gbn4q_%0#{@orLnh@-)Ods^H5JLPmN%lxI@uL8_oxqy@i( zGU0Z-5@O@=<EZ}J#Q$!e|Gx(OKm36P&7TCADY+O{2HQV2|LHM0+#^d9)f}KQF72=e zz6Q8e<^<AM86?QxXi!m8`+#xXhDSv(_b6KnUBR$Lc@yy)zgd)DhD>E{1fwQ1WRpN< zw7I243R<H9Wd6I3{y**(txF)+4!M}JFe=|(Ak7oSD)<3tXV`{K;Gk856DXO5wEJOQ zLY$2cH^AY!Uo?z#6Tpvlz!pV_Z+pGvfBPG7P5n+^|Bv7JAGhNFb;13I^?|GL-)_J^ ce=vV8X6tXgDV8gO0{_TJJP>~`s_*mv0Ly_C*8l(j literal 0 HcmV?d00001 diff --git a/content/GA_1_6/Report_solution/images/dt_35.png b/content/GA_1_6/Report_solution/images/dt_35.png new file mode 100644 index 0000000000000000000000000000000000000000..2adb8bf75f3a187b3d748d18fdf6b81bbb92fcbb GIT binary patch literal 35029 zcma&N1yEd1@GiPUAV7cwNFZn+1eX8_vRD$_3GN!)WpND-0fM_*aCdiy;O@S-JKW*- zfAwzNs#o=Hs;GsN*>mR1bbtNz*FFAH5`t(bcqkAE1Wj0oPZ|Pw!U};Pbi6<WSJ308 zNWcfX4Zos|jJckTotBj@L|n_p!o=Lh#8CUat*(`|p}83|Jv%)U?Rx_o8w+bF1B2=R zJAmHYN}qv5;^{QF39^Ndk~IW^q4oHK@Rujs5CZZ0F3k5$);?ix-p;xIg1Gr;QrDd9 zn^(K~7nw2gN=3PVk+=dS=1fYSOgY(t%JN)+a$Dmu@-bRvn#{@>FTY5V)v%lU`%4ia zEHbNT^ZjF2Zla6s`OU_QyT*g?wc|m3I5z)}SKnWdcon~rS4Mj81%B5O3!4KMUbUtP zS$%lC5J=h+^f-n#fQ<FOp_Km@1N;a+P*T1~l<@WRe5z2SE`C<u)Woyi7tLz;vd->6 zAbYgL>0*Da^k}s!eRNyQQB6h$+grCUYPeX7_js+xv!Q{jBjC+y8wStX_1R8N@WF68 z5;T$iYGZd-ER>YrU^ELY@GTuFJw5%n@$KE6O#Q~R3b-zI+!*GnSEyPOrdnw-&7?OF z7YU!DQ7B9q-Hu@~jqB05+^;)$fr7#WhcT^8mFRpno5RJy!LiyL6tA=0tG3yeu2tvI z>&Lyly|u8j>uPE7(C!Er&X!D;Z3-7Yi=8k9lghGJY5g^2K<NHTiH@E=xJ0Mx_+*I3 zm=Fa*?0kqY5YIXZ{jH$)33qEG6BRr<!+LY@+4JY2Gz#<*32ZG28ZI5Bx_wjCmLDpN zCnb)cf`Wps4|jGDZEfvp*E^_6rAeyY!Gc&acVdA`mGob!RO})u`Fvc_XnOHCU|AZ3 z7gYM9=-BNK-#<se7NQ5^-#y%(VDS2)f9d%$x>|S8*fu&EPQ>N-^QvMfi7OB+dnAp5 z-gvHDduJz;*&G{uqCiwg=!L_{hRgB}F}JhO=3pX~N+oS!VPOKdOPoIzMXBqZqeLRq z+t*hxU=;}sk1v{DO*$fyR%vAGKveOquo++QXuX4V6rD=v;c{D!Y);t3vJ{x9tXq3o zd`t{30U_b2^L`&g)6ezZNU>NZ@6Zo|<k2@bH={W+6uAmT5;y02>`v#jHP)LFt_!`r z0eD}GGT0QV%;vYI%P0zzD^~WZ7B~K-@=_()+1QAk;mP#IvmS^(C~kgU?F?#LSV#)O zXI<IYK>Qj>Ek~(TN;aA$z6u`ayu7p79~-_>0^XTF@NFjexjmmXKZTFebeuFcHY#0n z;Y59_&EyL{IqD)_U0x1d!8kg3To%VugMhbm0f~u(&r#p5JzCvzn=e%`jdaEfFdglk ziGuq3>m4>IR60xS-CKIq%Ms&@ak|LRllexM_(qo-uumkryStRi<&;?DV(&>vNIERR zFDZ^^@anp{)s2nLoua0}U(Zo54;E^KC)LaJ&|F<z+1S`VX|;NN)(Hs-*~}|yOf#7- zb-q37%1IhZ=HUsaklYwd<e*h7Udn_a{3|z<alF_cNOrsLS!i$?J&TLZkuSibQ>hgD zA)osFxeb)i7lT-WUIpA5nivee{3NH&3%JH~xgpl00}hKHYcT8erx*;URaaL_mFW%0 z3eTJnKyCbHDvVc`mfWkVSknbV1d1lJ*|LN}NfV&304}HVn0l4{CQMAsM}ys)t&)^5 zfuP{fi+LiVDFTn7No1w+C@%?psPeW1XkkU5prFthOxRaxIvZBUKaxg?Vme!?J5z3G zvo{kd9?$X`7q@$*BhYZFSS#0(#O>jZmDuI<b(;^`YSp4^I`Fmnhx?nNTO=sgW}V9o zi+TMK;%ud<&Rn%6SQ_t(MYrUhaEeg?AlRFAR_iD(H|M&*u=AD5d~Ek-7!Cft=LWtY zJIQUki~B*~x8~tei^+U#<oVug_Pf>LbU}y1B?Qx%a)<ru)QJKW9bH|13k!?dMW=Wc zQ^-huotKxFEURbBVe82kv$>cCrweil6ubSoWw7Qg!^4dHsvNev@7?ZiWx;L_oH$?1 z+l>{f;WIEWpc8S%I6F-wuv@=CN7tLkSE5y`jo8{UP%bxU0c)y`yShD^Z8-M#H3l&^ z86~A3Fnp`qOG|QzgqW3T00Ywbii`kq!ipYBGe{X383!Eu47l!Z4w~BA+oejhJ7kCC z@)bh^aTqZ1@o!qK$%KW3-jkF2tagPk+iXdRL{jsEy^tnk)$PRwR%l^ml?L25U!#dz zZ4-w*fs_xu#9)~8xfD7vcYb?E2NeJ@nOymTT-=w4{6DZWUGJ_%YOL17LKbUbc~2;1 zvL(bVlK^H=yEB<D)UTDcdZW^yqoenZ=P88u0hq$Jv$M-IUu^8reS9iJcd}5eM>pB^ zI_G#%qvJHG2>e$-V4!HgDu^vv;_+FK-W-|ik^I2+c0T^1Nt$Gr^Vk*Od#Xsnla-Z~ z^1#NUH;j`jv^!9qO96|&X<a?u94d;SQ(?KXyx5<Aqp!cYN#wTC|L(ce^~FK5s(h2H z%X6WV^T!1`yaszB1<^fNXb4E7><#-UiVaLqx7i&*1ej=82#r!{#z>}U^jeoN4|6nw zh6KIwbZMq^wZ*dRWVQ2E=@ZH~)Ur~*zQg(+u6G!oOGPng+_&O#z~C9c+o`L}7bWNc zT1xdsP=!<bSgrR`o$XAzEng*_rPVr}PXHUiN!kqIxwqeUiv4UD_Jk6En4=+QYHBJ~ zp-O`zY<*)Oo+`Kowi7i{XJ`Isti1p(BEXEOzZi{4LDsv7-NY`OaM;7k5dsK$1_y%y z{(=eP$QLN{XG<hX6NZoFo-BTgCxqIh05{&9t6}Ef5dye+bap20y1TUWHAgygBq27E zXq$bpGYH@CUkbv)!U9!o>XRo=aJik?oX&TbD<;)NU3tRE#a94c^YQUzRLd(W;$EF> zO1i3+X!8RDIuo(X=Km4#a^Qu`{is}2hW*is;b4TrbahNdVG<#StyGnn+AmMfql=4d z5I6uPxp##STOTZN(W_QBZw;r966z}}SDN@&RKSi`GvtG#?+A8hDgp(9@G>vC6;)IK z@@H?_qGnBE@Z5g=`EyM)<mB{JZ1PI|v_Wj>Vj4uOHeU=Z9GtFLX8jl_j2aE^vnJU4 z9?vRNY|7?(hZE`gLJ;C)i_{Z;qzeF7#@Oz}9Qw%fj<m~hGtmwNcRZcW-@;|=w*VZc zrlvBk+j2&?508&mz~5B84;+0@$CNmMYZYN@I1buv4id7MOt}{nn8t0sz`#ISDr&k< zGaSvjytz494dEdV8B(e;Bh+v{;?KoRP9!`f74De?<R#fj%*N*P^78WK)m7$B!r|xF zhv(-KKlZ^cfSnz6Nz&I)sIxV--JNRjLdKe^v8Et)yJft;zb7LnFEwA}He0Ai{;Q@K zd$f3<G9p$87HO`|4ugTANOs*YQdia=^J7x{C+@ypc*ln~VGFZvZs!R5i%lUC*`kaF zw+<#ICSgq>04}n?7GTpUM^MRR9iB~U@La%vAKAdi{K3*#F1J4KjiS35G4@Xo4#N-C z*|vc;-X4p_0qcbG@JaD>V_{-eJ6)IsJQMtZZMN7bUSTv|$~5=c!O>9~*h1swO5o>Y zNfC7Ud_|9f0y=zFv-Xx2lB+A&&P3)_?P+DHY>u=yr^9hEAPMA>NeLS}6Ga*!Et)C9 z;pE#;{So7@gw4jZL3m%Z0cziZ>46VVa`Ct&I9vog3IOB=z}^UIITT`I;&e6U51gEw z)h;)-xyR+bOu66<cBjiWGrM313wPc-o7fEM1cHKHYY3A=P={l(k0KF5M<<c$-Y9Qc zXJ_M2Hiw!{r!vU)bp2zxr^#wwvnvCFU^tS23_wOHm&fRF8t}0kTBTAitu~*J(M9SF zaR8SA--sAr&Kk*;qhT>$5Ib7w0AXdwI%IU)=FxVx=>7fudrp;kY;A3S<1+q|<i7GM zYP_Z%|D97@{7E2$Nc{fx>T1aoV+1z1w4}K)lq?BY!e0QKSu0NRU<Oxf;gXk&5BGwp z-@Peivc#;e0Ew*u(aIW0f`^8=z>;Ak<=a!RZbOM2c42i{m{?d!HCDP=I-lgLB7%a@ z0P_RX^@~^{^bJ5WNTFI?C-{-RP5Rm15r|V`xhin{^>}l5=PX~f22)Z}QY3=%NMsU| z-II)!wCm=$j{#r;ik6mE1R$L?^<ZN@8&CWOBn<QQ>u-BA73`KP&j4Oi0SW@*vRvC= zIj~&sT3TAha^(VBJdtE-Z49+_bU;i%iDxy}+n=k!rk3>sbdO1=^JT5g_V;9NmukBM zB0#&Cdspl}2nMemG(AY%&j2UK4!q<S5GVyx1YjAt0z>p9aR{(cRV4sXLI)7neC3J& zz<*1P#&cyS1N{9R_RHbX1>Rv}z2(3N9M5-SRTru)SJ&R@Y;T9<N~JzAp2%MYK%Wgj zN>NFvL0VzjEr^gK3c&Cv$Q1zM`G$vMS#R`{K%vk9Twt{=y^%DJj2VQip~U6qQeeVj zUC}>Vy^v+|<bwdNG8&EjUE{yy<l?&8N)M4HFxJuGy}Le}2JQ->kVw!3<fQ)Yd={HV z{v{0!jYJY>Pk$`)(cz)y<>7Kq5!%a_d_|KKLlSj>tuMOX&;hbX3wR%Y8a*F%9J>Bn zQdBMu6?hYPY#M}0Pn0SE%4@jR9V)Wi>itGVMJ4mA#}ko<`@2Xa45AFSLW|{A5wI*W ziB%vBQ|VRw{8=gMIG9ZtV0E#trV9v+$Z#6}<M%q|=heWr1~7s2<RdjT^;NYuDh@RW zB=Wm^dy#-TQ31{;|CUzqj}iIcN#PwSqUSfITAQ4egM*^A!9<mkvN9RKadS@(7J0_S z==p!>iyrlxyaVY+$K<4f;e2gHsm1d5k07HOxEMs$yWTpxj_$mgP%)=+FSXeoSu4G~ zwC|XnRw^ki6*+SeH?ADJySa!2v`wWak)tYYbUUocPPi<y@fw~dJNZ09lIQL;^XLxn zY!Tpu*iKGP9esVG?-;ec9!Z5PqiT&6zu`=I&I%l!3o#sAV9Eq$L<xpUCnO|bv$C>g z0_NBYtX+l>DdW<i!R4m%c){s_3S3cm9KpfCk*QdsEz;zA7hybEm}$QU*mVT!f<3RL zot*-J$_Ri_l)#B(02kGRS5eTqOZ*sN>=pYjwH533qXjAMcSUSrv;T759{@Zab6ft< zHG#(wZ~4RU|IYzdbEK|_o*pVyX3KDRTx!tm<M&bt`G5HR{@p%1dy_e9zE-{Vh;4Cu zgpYZ%Uw;j-5P(#U%Z%*wHNrEf>i`9+Yiiz|%{ewC0Wv*WZaBKRKSIkS2%kF52o@KG zPd<J~210}V{F=MED6S4J1Hnznb7*=81_sD_f`F-;nVB7<>XJ%#Wl_LPl%<;<KOB`O zEFFC!y4|(^&pH49zSRHqfZ@+I({*+X0GK*wXYmsyx@uuN>h{hdL|p&2ZF0<jtM|pZ zdxI4T-7}1v;}aB=$&vo3H<XlExY~4oZTy{=H{5)(NTX|hJ`tS|8p9^doI?5MPYMkC zanUzE&%fb(|K1(^vms6fnDq!9xAyb3Fi!hJ_arW-I8x4&R7$BjmboU3u3(Sw@QK&R z;7#KgcNkew-_oX7u6AP6t19kDmA@fGL&9jSu`YJ1niziE$heX6b#i9#{OM9%RN!b% z%a-6DV8I`Gz#>Dw7EPv4?gZh<j9mS8S%|KMq0Um+VX>OF{>u=aQ0GB4l<#8q8!Iss zzKcs5E7>;u(e<t-YMPw&+qZAPsp5fcH6B)j;K2;?IN9~tD)X)$zIj#vrR3}fCu@xs z9@molUHNK#gIVHbr`O8eaOj}_|K4c^nw?9afNXQi1BcgcRU8oqx(LW*qRD9>0cldX zvQ)|yMjZfsH0({3=~%hBxxIXSK{gpRT`co&=j<60(rAV-mWipU#{H8I!>02AAjOhg zWplw3iRdof(f?QgXQK#(ve4ydjD|y5xai<)q@+(kya4LJ=}6O}-n3Pj{tywpdVM!Q z*oP6Fy}iAXswzo2Gh<`pQgc75p~NgC3~6<@O$kaBmYu>P589$t0wMTRd4{XFB(T}i z(qLvQLUAN)L4N+%n3&&ztN;Ndo1Bcy3-~0$Cy-VHJBfnB9ybZ(!VwG_+%#<ijje6t zMbN}+*pB?3_M_W<&N8&JUh94ha-hSLlc(=LeR{>i!vnA#>940xIA$Uluruv5`1rO_ zMGs?G7`~g^+0H=|uSve%^5Y&WkCdzQE-ohHpj{!Opoqvt0ommx8g=jM{RO$E>zlT# z6N?k_-C3l!oW>$xyggBw`lbM9=$KVF1Mz3`!iB|B{yO_dcSaMo(m@9ImmJFO3Hn_J zrWVTk-=*42POel-o#IL#X8k3&oarj&<E-EJ1bq}Ts_BUb0+LVMm+`I<N8tFRNMUQ8 zb05ib@%4VqSUny2@)2AU3<uZdn~L^P(3kcLUBzb%UAoZyLMF-SA3gR%*j!9q27L~v z!+XQC&fduJSeYL`ESB8$QXkD+`49Lm7e@@6f8?9b##sx|RLkJ$R=C1u{qtp>{>hPJ zUp}rr!r0oU$NT6{Ry)Xtlf%_zC?x*UyhR0fVD}<p-JmZp%gN|6uTNcAtfVv6`R@$? zq|`X6S7CQYSUe631H<+m=vWVJ=EN;Nk&*pW6MOVeAF>)oyCHn*r&1NUwdVtEzK5I1 zN_bI^`1j^<5`ndu`30$lGG~oq$T*K{_Nb0^XW+m@J!ZaCXnRBV^;X*R18JC7R+ksJ zzF6K24N%kmo|H^zb{tH|?qcI;tA$DBMofgFl9XaK5Cs!?`@J}`UT><Zu8xkzp+QU+ z$l38lE+cuI?2kS)PPP7ntsm9aNFYs&s~*`|;Rjr6X(TgSSd6dT8lwu)dBkz0plazK zi3RM7T*mho)+v-*!9<z2w^viA`*)|r&HZ2_Lq9OP5ryi4SJMw6&SSNA?E|dt@OsB$ z7uRGFU9C<}&6%OhmCI%aF@z}7b+8wOlXL9ite=iil4x+QK{OT$D?U1YLP4=L@?0X> zN4-IFoEqjrOu{#4wTDNmhQjmkdmxq>Tax<X(EYo2^C12DzyddH+AX=x8fjzDn^7l4 zg7B}JN}nAi)7LP3>!>j!9pjsow}Bf2<7;|-QM;jYWMs|NmY*C-udC(hE-!T|&ZwwD zL8u+j)AUpyYKmu-spSvMb~3!Xrn$Vy)5sS0eEp$xw*Z(W_G^SZg|;D{HjqEXzW}NG zT)y&~qUE*{hx0PhbnNG(AI39sto7MkRmG$DDk&2EHg>1!b8sr;$qMYsTsX+c<G2fP zkWppodc!c|NqEOFGFca8!xN-4$KI*G+g>b`L)9CQJ_x~k&S8hgVMM}b8~P{ZK7Aq+ z)!re8uCmTH$6x5~`jZ<s@??><&80;|KN(AkYoY4{R|GA%#5<JKgB;Pl@VM{{_+kke zdg9%YqJ-{Fr+>Fs9g{qf#_3BJ-4u`zK(fB_dpq{#P<W(?=X47J@u>~`nL?4?eZqIY z-ETj}<inf4Rs`noqbfEMXltj~7{W^1*ZYc{SVI<E;+6Dq7+2vh8+neo6o~bX%bLgK z_Vz2Qe9`cic8Y>dlDve0Uk|F6cMg=9n50<hoHf3cX?^p&@$M~r+%ullpGqNMy~$NX z=I;A~+KE{Jufly<7{?DgCRemX^u`+r@udBEPusmQ3~mxH2bD$wYI#|=D*Zv(t`>X8 z)@F~xNezpQm%rb&eJJ95W`^3XpM^nua2wNranAJf=2d{RnpeQ0!diBdo8uWSwSvz( z=CK=Mx0k*c`0EA8qoHe^2@NJ$V`b$tA33Q}7F=+24>i#@MKzn3R<P|4(ADm5W0pi) z@;T~)yQ_sDg<Q1)o8yU8pUYnD$ye%}cn^@_G5rhL*m_|+@z-UgE4alSVZ@8pi~VMk zxZ-9z*=-D=(Y&cZg0C7Tdgq&?T(L&)fP{|}^-z}3eJRvyACc<Pcs@oii%*mIhN4XZ z^Yw+z+l|D(9Qo{JK7TL&o_2xVC^s*XU^p0~+Vg)!I{OEqV}rI~Ui#2R<TBYUmkwWv zk#c`m$zU-_cOpCXGelzj=_SreGix*h7tKY6Q|5m4OrB?I8?moUgA@#Xo~?bR%vj0E zmd<+)WjN1@!SU)W&0@cmp-FGK6<*6d5cf^$m246E-F57-8VZTndfCue5uI{#*vCH< z7!YKiXA?=+-Wo%<y`{E&#g(O<3!O=^1A1YzB&=x8_{Fe3d7#04^Wy$Rhg0>h*r07~ zv=FSDYy7pAzNw%mDVl*w79AJ$MRQB%@>R)}%_q0UnF_ZnCg($s{=xpvjP=e0-Hi1t zDH2Kzb<>^~=q#qHDTAuH@@Nvt8xjZ#66-P#WpL?KRF2yHrQ<(+zb}X-hdKGfHI5xU zCfP6Vze$|)^!$SZN@}wy(2mAEd-IOJiM}`MB!0whuQMnaU6F`Wk#OgO*C&Q-iJasQ z5Sgs6Nt~PkF73ZPnJJINk)ii9p>o;sCCj%yYti*G_k?lL2Emd0+sP~#6c`J6mqZJN z3q86l@+{axG6|RM_LX;aLHF_3qmB;7+NTWLy@QGP@`bWp$oJPYw}+mLizS~(0bnaR zcFmCq!{eBitMOfSbsR%-y6;1vf7PV#@9SAFAl52_A5YVzqAFEH(zS!6oiA?{uAJ9n zr=7`JpPHAZ-J#&UG4%>eL_G@}lXQFkL4ecryV)X<*&<789oF}su|qrx5ATc@i87rX zvWR1Xhs21vXYOAs5UX{J_JmuWb^a)m8hDv}eK)zd*_wiyKx7d|6_mAPveO?d%3)BJ zHqeKaz`Eeh&?I|+L5Sk^ka%=KE++8^k)dW(_Rx>cvn(+A&`_?%dj|8ML#@Vn;RX1! zP+|;^CC%fvbdrm?E<JmHICwX$i!D=Rt|WH1Dn0Xfi&nHZpL|UV>;BEltbR+9G1`*G ze>h|O3J--4`qw}B73mF!i}Kzv!pjGI(WT0-K1di8Ox$6mNxD}hXCbQijzP$1<bM{| z$K}-~w{0Q@RH8y*0;TKobUny})oQEi_baKqsd6;1c%NXxakn+TN>DLl?-Q!R{!3#5 z<;W{T`+d9E*_Ie@aL%v9;;_*54ddH7cgtCy5?qY#L-%S7#nrvtWRuR=LHgFEvEZpc zgOH-C+Bia|nOU(L&r4#n2t}_~<SdqHGe##9D(wyOalEV;2%j3ZZ6wgxI*^Lo+|vuv zhv^lnEYw(<>SD<|;trdxADpgGZJ;nQjnwZJ_w~>zMRJCpG=LwJ{jQvwn*Nq90C)Ld zD?Wd3%XHsVsqKcqRkKp?0$ow0Z(jp<@AhH*Ujqp`3%UtsQ>fWaZG*jl-1f-fXgF2M zqH{XB2=@1%8v28O!=FGvJ!W_!R9uavq;}Qli7{dt^Dtz=(R-(4ufeo>y6$6i!(mxR z8*gHknQ4J*;j`zlWb{Wy0Q(gXJ)t|uBgu2_!`WUMNjyPN9G+!!hVJC0<|K^!6p1~0 z0rrcN2y3dYUR#=yl2WY>9-2#w6JJV(>!R%eR;^vdGuML!xV9z;28JtqMAKBaW22I4 z8i*ElHrZ;^w&YExW&WcPcQOVQ^>0d$ONQLOB|_m-@7*zYWa~!xDgk$^alAa-u8#dp z#wsk+ia{VX6#8zq>SWxU_@syfn{iG1;UAVPwekn+O|fiuOaxj7V`Qk!t;H#lzyZPC z3eIohB68c368IChivxXO5R+cA*#&dpN3AYCt;OLU#1Jfx4YIi#hH)?6u&XebWzP57 zGDuhm1bdN-kMZ+z*gDt7mi&tVgo`>yw0A&!&rGB!jeoo_uD!i~uf=8;x7>WFpAO|I zQPf&Uvm52|kK^&73lwPNL3{ng3FPuPgyG8SA$o|1EoZx0k+Ir}Ukz7m$EDKi6_si% zQvj3;`#Z{4?oDS|23fUmHfO7=;+#J61e3%mE6ct>ECL!D*s25r1MK?x4~Y_fzEJq% zJklSzWDnJ{8}a<_RDK8_zt+K`AG^lAr(NOqBAdeg>!mY{n2Dcw!7RbD$GN8~p7Zm- zMuUUlze_B)W8RQ>bz?r<R)o&%?^JIg@DnslFIw|NHc%VC4RL$z#sZu6N)P&=LT{FO zmwVp+u|3np;{FysxGao%N2d~1(Gnp0Xch0&RyUNuc2t=S9KLvnL~_fRF{gW{&i*n} zn*WPZw@_awva{^Yhe2n1pN)@kO}9%Tkz*Ld?!w`kd&;AT6khf@ysYRy%ypd1YQELr zD%@|m#e^x%VJ1ZBV<imWu#B3?)ooI+q2aeaB=wiWXL0CNyKBGlQv<)q`#l)pD1Uct zw9_#VZ^Uc_9pE}dORPHkW{y^M%%L?^{bTQKA7avc+;VFJs!7A;FN9IG+P^!p5SxQS zGb|FXf9(a`DxcNo{E#M&#;VbsX7j~M;)*BmuuYpg>G8v{62x)Ti>0rtE#aHSvJudG z^7H39u>WXCA=4<``V!>+9)4$IEAH|zNpOvX@oo6q1J*h1-KAtc>ebKN8FJgJ7F{@f zuITI=)2qAVgCQOZxGXICxLasz_(R_c*7uCHJ@~*wYwy2Z(%l!vK28M!%DxdIZE0xJ z{~Vrbus&ROlvU;zjPFxPO1?n;p&)`22hs{v-K=#)X<PAzb`N8>PxdF85CP(1y}^H) z`F)XY6+3Y;lJvwz*JEV#jKM5@vxl2OJfqzICgjyb+Xf}(#ZC{G^U-8qq+VZW2n=4u z2lX{yxg{GD4p@Jop73iKM{2rl{`EY$u;7bRrHzX*-{_hiDASai&EuJyn}d2KsH!?` z8?UUa;4<sI1Y%YvDC~mbU>T61Mv>y@f9mz4aT3bbn<vjW9ua5_YuPA{{d$(@5&Y1M z)1Z)&r*bh~82j8L-$Zf2l|3kcg;beXd}qC&1`9^9=ZT6fRiz7w;b7hQg-z<q;da1j zUgQ{$#E7vJ$nc)=b-W$|T(3@V$#%>XdOPAlgHe>>^7U);sC@izy6%}an!*2}VeC)Z z>`sLOskT(J<q0TPbseww0qy-aa(aIj*t_RaX<kq|<sx6Tx+JHm#$@izV3J=<c3Q6U zIa>>^H{*rT-UKEDiWh@W>b1P)`7XQdE0v*5hU3Ymrfb-h6{zI@H_2LJ>ty*p<&x`u zBg6vuQF-L*sN|O*nh)1zyM0C3ZtL@34#G5rgl<wE?l4qUm*&`~8aPB(vG6EZ5fBi> z64*j*_eQFY*MI;uU8au#gxjn~S%ga33y5N#Ku3sW8!@3Qo0o>p_hoy5y4FpL_4J!( z#tBZ#&?)EZ5Vc)Z#R=DU=M(29HPznizMB~?ngz;IjrFyV$srzn(?1}+Jn}y(*BDPi zy<k|1?~69PNgO-Niu>XTpUF2op>8z0|6+D-Mo{hQK6JsEO*1h5X2D6a;o<H=2`2&4 z%vOh|7YbBcnF=GhEQ!S4A&?=Jl`(^I>@sMd=o)6+6CVS%;1}owg)sn`0@9!!vd~?} zN0B%*wJ9DbZqEjNPa;Vap-`VxXsKhe(f@6_Hqz_T{>!q%cXr#Cv*&xmAIYTZCOF7k z&()&pi=umk2%`sO;(E|1uy6^w!>~lR)M{AeYsaqY<&wD-F^GO2-(8TM?nI{%S*7LQ zvJd)O8QoC_d|w=JnRd}-rMIQe&$*(z5-dl0uhk!;a8Do_n6p!zV*PF7b29JbVl9*9 zBHyjcUCycs#hJ%JQ^?+24W;p9n8jY)%o{V3@=Nx??uvfuni`vJ%$tjY$5s+hxxpkN z8gxf^TJ835Z{0O7mc$v0j76S7z1Zl&At50_?$6A|Hbu7SA|E(gRr1{S;RIv2s5;Ue zrb>Xo!lI~A)4FhV;!myk%Ke5_lIfz|{ucq}5v{U^=iY2Ot|0@pj<7i)4(JJLl5)eV zW&ODmRlevMlua=}Kv2x?6vdM*u?`9+oiE2tbUTJDC89>*c4|}5UuMs>yx;JmqIayi zm4PLEC11mYbg<|<5Fg|!E;CU=Q~0@i)Ljk3cGyx^P%kpcJ1|HzcNHE*A9Pb=t$MqL zHAoS3RQ6u!%KDb=sfx;01kOHN3=FvUqbdtD+##+kP*~fYtqK9^SU3>(AfP_pHf!D_ zZewE;SHNmmF?V@+`HF}rI6idJ0Ms=8x2hH7xR1TEQVfI16*+98ul1btW|yMBXg1oE zz|0nJ`(*zq#9SkL;j}cN8%wfmmfqy@mWeZGXSZ1vX7WW7GI6r0v-QuTJySHuR^2*6 zm#2$eRw94#Y;$sSc@mwHQp}t)@!OTM&dH4N7AB_9R2fpHo_M-CLmr%si9QUDnrD5~ z!aoyf*mYbLl|56TTJ;l|rNJ@v@;c07KLM&X_r&1Hn&9<okL+v;AWu1NFPfJb)lf;L zKtKzL7-*9KRk*-3%E#(g*hiTn14DE3kcI}ATq~gEhr95KIha9OTgQqfCZ<4%xW+8P z9WqsewX>v|e|@3<Z*!de$EPG`MtNF-O8i*`!ciUVBIz!W?U3)q^U)<Mf2N;cTMvJV z*nE4XSfJuNes=@6g0m;|xCL8RC&)Hso<wzmd<)^@6I^*?+}cJL5)uSF*3K+-u5h)< zG1#uz&S2?z-`|Sjw~rZK=qr!xQ8#X84m+Rawqdn8A5)7@<z}X(_T_&fd4S#-tW;nv z1In6a^R@i4va(jwpl}ST0BKSrrspgp?LdNJ=HMnXlsej<zx`B<$b<8;YX(9S&(K^a z8`+=85g+SdL7u#SAF;nvYkhFk5FvSemGczu%u%uUYdpleSZe(wa#JYzgEQ74TCMS< z<}m3QGIJcs8Rs~PybkXs8o`beElm3<JS~UIDfdFR$DcOc&<g9#8-AcRg4zp2wb42D z&!1PIK!*5OiQWbPczmQ*Ytz!!<_WZ8tLsz4^Zofgzt<nO#`7kvk+4-V`U@>j@=JAF zx_p~BS8=5e$spmP=WUBkf*V7L126xwxQ`HJ*1T~DY{b9GN+L@7Oy|77InAi*C+3*% zmZ1GwT#`c4q`*|`_-Dm<mKN{d@Xq(D%wzR@)~dVGAyvW?RYljZzPHuR?8d)(mp_Y} z1rxCUN=_yQ<u=GOM8uWN&8}*Sx-Y&yKI9Zo2q?G!i$6JB<^?Soy`X(d6vV}=jd=6V z{u<1&k8}u1xJ-BJQ1_vIwppdn{L}6H0h8N;N%!<%Z025+wvKKaoH<VkyOeSrfsiA2 zHM&q;e6n}oyI=V`?5Fb+w(0w6wX_^p{piz^h2KWjFi;IDt{6PEH8)yff6p*duVZ}_ z{SMSZZP$|xLo8Kvu(qoQ2O(*cIc7lPhJensk{g~t;z%kPA5iKf;&JT<7#_>*;y7qj z;n81Yc|z>Z<s|ia&_8VAO7XL%Q!avKR7QZ^8*-MI7tKp_o;CIlE29*IgvtBNA9ti* z9QAhIb4QKq%Y&}J!-4giQ-3O%vBE_}w6TVH+Wu60-xqU4-O+B&v5qGTu6JWasBgbI zJ5L}*x5bRd;2(K0)@8cij^me}%nIIeUsBc(ln(V%%DhuIW;;Wjq);Xvs54&RPrmG* zK^7+d8qb<X#|C)05<zK9&ke=XPfcgH**i_DP4_mO@y{z~AY;cl9nD5h5w;o&oq7v2 zX37!F&CilYzZicG__PVw5y8706>3^2?Nwt?B%1e}RcDHcF^#dS>yEw^$J$1FA{GHE z*ZFCWbY{wr4~E=tSKffX1(JhYAh<GiFV$#ZF4t=jR7QdPch~TN?=It~G$8(eRkXq7 za^3Ox#`srqYU(RUVO$K~v9N=zJoI&KCeaSD3`|`P(fpm5v-Y4d=~>Tu+wplH`@|;h zIO?7L^hL%*{MAY3m7<?bfL~zBXi=h{<nL@)&V=*CQdzd-LUrmrw?{|i44GxIrKZEp zI@=Um@!5)e<JCzlV=A$8N}+X`9YX?lf!ZH-cR=~OU(m6RqKmCMw!>UGF7W+*64;sl zI{0sZ4435$%e*m%KAh++;`UUI`U`}U;K9|EyTHqh<Bxw$rFsh_8gHfV1XIn_4lgEY zJM*RKHQ4n&Cn7X&C8j3_@6pI^Z9`d^=;ks2s~3zVu(k%NP}XkpljgBb8O!nkt*51< z7E9L%0tdJS+{G1g4{cAt3X&#*43eqhNLIdF!=o<!W|YEg&Yjpz_8^2fS?AnrN1=lF zk?6JjX>Qp;O6CqNUu$3KctuzsZt>siP=?P-r`raTl9TvA8(~|Dh3T)KGD}vGnh$GQ zKFzvi^gi31$n$P+@{D}5yMU%YWQ3ReYNJ_1zr%0l!{2QgnZ(x>4$L;&PclV$RTFBn z#61y}ePeY&C_9<$-!w>0r|Kg5V)n8lkeBZntwy1m``brZBAqf89tE|(d*3HP&+8jp z6z^s_JlZ(gH#;7mI_~@ApPP&uQ788^Vq$}F5w5RsA>KkVHqM`QY=cRl+{$+*Q2SSi z=(76HD@=0kk6dpR3I9IK+p%YjlM9E=@&Ao!((e6Elb0QM-J>7aBV?sxM#LqpaPjQ$ zu=}4VT7U<MiZA3}UlC3bj{W@9aBRWR{VLVAdYDRR6>f=(m-3~_i6x?K`Ww=0+-lwT z;pdVo1Hx}o_>lj~p>Fj5ctGfj$3aB<#p^pZF@*A_99==Ci#LSXWakr1_cV#CWe^=G z@ol~p=mVrcEHw*LHcdzz=ig*n0tt|6z1wRA4uwX8OK;>~%o@R!!L$bHg)NK^m(I58 zGsxoc--pu<4@vS>b4=a8|D;Gwy*<^%`Stx*F;nxyFZ#AjQTXPF(?QPc%emU;KvCGA zj%rgjx!=*+<%K^V*O^EzQ@p*<h6#Q1MTdto6%LUBD`Jh^3ZvdribM6JFU}gpJFe?4 zoP3Z2ng@6OISHhJ^^_b+vSD~q;tcUmpeOxq+F>#iQ5K29^!_^`1Cwh}@b$WK^GK$} zCi?9yGpPC$?vO&d_x{8`jNcGL+A7gj<<|<b>Dp-In>~^61oUJ7dm@3@?(*8VRqdc4 z+&{Xpa|TR}HO@7+ho#rV@<U1R-JCYxaq^!eR(PHWKIq=JSE+&++P2R}k4(J{I1CI_ z0wm?<eu>AAwX_WmDhtM&KA(7*k!vRh%;9Hq76RoL<6JcuBje$yq_VHR<>T{;{#jXr zG;bnVCD{?jBs3tef#yVINM9@7`?P3=_;}s3YEeEpqQ#ArVx}Cq@g7fGC)LK#C#aye z=l0JKJFzI@UMI9Edg685b9@^7x0OnM1(9@3i8n!V*=`QCnp<-<aCZ}}&mh^2S5REl z<2!t@pn62E<3?<pmO?8Uz9PQ0J$bS%R+_P~s@pe)F#mmxY|%B(l@J<H{J}|a)#eQ$ zG^)PB>q+7B@}Pl!*=`LFMpzdFuDM&c7nfI{ra#o0#DyoQuk`pT?{=eR0FBNY%I_4> z=ifw06vvIxb;Q2$J99YTt+9gtrUL%X-ZNeHiXdM?gNVt?nf?lS8>h9E6=x*F9;+ao zSu}koIO}^OiWd+1W?dOi-qYf5ooDZ20c?>!otO6aX<y4(yvsY!c5Xb*`rW_c#qaxL zzs{;$WjyH*Mv~HrKwJpF1fx^sbp_0rQu>+Hq&NIWjjtX_EC+`%$J@r5Kjv|6Z4dB= z1H;L&xGxqrm6a_@uK)~-BPyG15XTSsb5L}z{_#b=#}XrmS?}3Q2*L9<`tz4;q|Xf1 z5l0YK1{ze$(ZyekipCK>|82V34|23|w)cHM#_Om(b1|eZ7IRhKffm0>29@HkJO5~X z9w(j%92o5WE<Nn`fc?XfJ)5pc3r}j?yf%vi!Lh~dK62KD>&WrPfi6;t7bw5}QdY8@ zt_SY)Z5@gt-6P)!?);^d0N_DWd!2)^G2q#rP!n2G^5~l*({yLkNkcE(2qct-O5yp$ zM<VsA^)chlZy~EEw*%}LnrB9^E(;Rc$QDSM{z)?e_hAS`^B=xvhVg9oW6-(s?X_vV z;hLqXX|6DaKk*|SecZ(D-6$jJeB?|n5$3XKF+h3B-hb*Fuh3QiGPFbjNz%n4tmRLN zuQzH1y6B71=|)0&RZSs$6*D{{>5&F989d2hD0SfK&mF!%OghNcT~@FVM~3c{5V$pk z<K1XZH-ljfGUdBwo~QSzO8$CEuVQpT2iEOBIFjnF>SY^O0C6sa=Qicuj>hZb^|^{G z4H{2VRu{nQmC8WNQrHN%`RANrvVaZx-Y<DV0;~e2HK40xr?@`}to7Og*I8cV8&IX+ zAQ_?`)7Safmy921POs5ua{KWh!XduOyf%lJd$!V$FzQvO-SU&=I@ZzbifaqLg4biG zIXR|cZ~FnoB35~L(QG%q^p%94(CGscXbZ6p8~eDvk3KPBNHpSXXbm)O31@BRw}?^9 zz)6$W6J1HnyONANJ`<yge%43d>HQjm8qudBp{K0pA<%(0TxKPSO?YaEb`-e5Tkq_n z|7aI$A3gnt7CDB_-Kv<ax`cp<^w(Bf`K`SPOwJdzG#(OwK~i2tky4|)rCagTDXuxy zzdfChoSL07CX@?4lnXC9v^iaq<&IHbq0d*#g9+)0gJ~XzwX};$(mqcyJjz<L9*maz zvCf8pvYCD7>yR@gNpjm&RDmw|V)bg90_GAQ_7QoD&1Vv|z7WR8?&BMdR2Db1BA$tT zkoZ;EhZ!^yS|9)VVusDHHO<opv9D^aQ+g*CysEv~>is=<&iYr#{hb8i7M)kD%u7V> zn>(4pI)tZ4xjHv|QIFM;orOgY$%x3>$+7KGW#6BbYuS?t^(iXw!-BTQI6|R9u|RvG z_ZBItY)W~Ssc00_2IW>38kIQ8Jq9HsVKO~B4s}*0Nua*7;cJ@xwqs#MmMDS5%?-E3 z`8rh}izoQA@zJ6fwxUGfVUA^|@zql`KXql<rGwI7@0JuX+#9Rh$n>s;@C3=)^Xl%m zpuB?vPu~BNBGkv2-cu0`ZKxYQqodp@b}#0LE=TX81r8;VG-?&DDWutv^TypqST|Fc zcVgAlVnf3&rur|^?m_`f==;x@G|Kv>Qq<QI$g)icZBF-pVM6RlI%V>=t2$jSg5J$T zJ6}~3CP-ol0jTs?cg}&b4qv#oIAucKC-Fem@%P0EJp&{-WgNNqs1gNQOKUd;%WJ|x z>6oNCu58y&TT*W<|Fx|Y&rH>mtI!$@ban<i&^31TLPSq|N((e}rmd+xAK!XtJL=ft zSW~#}<1NRf#<UShV1ryCmwA*4e~Y~n(MP^-Um>bZg)qhM8GV^Z(YTE+Y>;rf@7oLM zpM!<SawhU|JW(5;e{E8|@!y|BO;XB`tB?85Aa~{zRWcijlRp&@FRFIuXyN=_Refu= zAd8jYivhgdFFLN;j&%6i0IuQDqQyU+tQKnOys%2)Y|2#=hSaHXhs=Gih?!smS|L;^ zMdIjKNve3+EH}Lbz9GBU4?0*59z0d4`c=i60DW#cE5cLLeZKLme`D1;iS`yPpPS%v zE^^45<q-uMJ!j6i(#Z)_plDg$h*{f@O#prYj<p0A%sm4Sws#>S)-;SKDPr%&;##s_ zEe>tB-0Yc-f1$30g%5n;uiUUd{G>sTk*%13bqddfv5}(DiBzV@)JUvV*{*s#J?x<< zZPtJSVnrWTn?XR>GOa}CNH91NsDfaio>n6t>Q6BU{BkK=MoID8(Dh`#);KjTx9U!@ zm(aH#*b@m#ylEt_8}H=lc4y9N;*U`F2Fw`anTa*he?&7HwfGXZ9<R?JMh*arq954` zyIvn-Aj8G{yDJx4>d<F|9U~;&S@yEcIJc+YSIz3RAyR(=GP9lme$1;OMO&+PdkPiV z%OMqv`A(&7!_6Kuh#%FvK?zM2y=LiTXuMtE$5_;|cziiJ-R$EkXE4SnR;qNnc8(JZ zmT-1dhgu|;tQzHc6T3X4k$=2r^Igo%Gc$~5DcfjH`Iu;+Pdp-edvW6{f~#W__572- z6wq)mYu>idpzIq-_c-JGvd)2VU(j!9$^*5rp<h&LYi=(iFeQwgwW5bCk`pWyX%UW7 z)Y?V!-+OHc?BRklaJaf$y`Qufs46V}y*Ks5+_pU%mUA?R_YIjTD2|`O{DS1FjM!|& zcK($TiigL8?)i~gm~nkW!|=9EzDm`;cNY+dL3dd+-1dBTIv-h4^kF+n*;d-L;)r2I z@>|s}W&V#N{{TIBEPbM&xQHb3F5c6@KH1M!mUbuq>nEPPU+U6<!`pbK>b=#bxDL<6 z7rKOgy761#Xo;!8<_7)*u-Z@kt*i}nI@tg!PUo;LLmWBl@bIu~uB<<hP4%~6;55{S z&!0bE$(Q~V#^R3&y3JNG+G&D+)!q*4O#&GX$V)hYYEpU-$SqYx&*?}Oc#ACFPSH7P zr=tOJl-n1ccYtpqJw<d63i1i{|Ba{QM5fExXF&n|&G@vhb*Cur;g-el$z-7+p?YQN zwj}K9R|rB;v4L!(^Hq1^sKEI{_PU<nB;hj+l&mO8Iy6trq3}s|hQL|+EO$|aTzdtN z#a!M*sKs@8+|uqMLzxU;RIH^1V)lMgE3l0mGxN41{-q^w6fFg2K<c?`x_i~Qe(_mx z&i&v){p&@CihX*U6q}R0xW)ONr}I@gx{S46Z0XI_)oXnGKI5W>PH-p=93g124haej z{IDO}F-A&C3IV-lTW5~xosl-&I>|WAP}-L???E5TOUc2-3?Zy=HHJDST|#^nP`q`g zD5<S(zCN28%k$kIqk3uHD7?}c1SgI$=}dr65g7hx3JUm~7H9Y6T5ek~iRv2!cfrAz zkCnB!`JgQG;pHT~V*CYleOFkx=vJ8<84~NQ4{tj8)?l)r;lyvRCC%>0z6?f#|C;b5 zew2184}zmkKvo?AeR!Kh*86kpK<N<$hr;{<16Mbb-5y()cNZGsLF-xORUGKF`=2&F z&<5Dn)6=849Iu)<oPNY+?Zd-E)KU=lrDUW>(Zbq_>l_+_N%Vte&KsKS{A+KuYc5|c z{sV9%`QrxctmwaFD>e@#;y0%))Qq8O%zCeW<i|{C`74}CJ^b;|N5YK6?YLZ7%^?hp ze*Ah{x}aCnIi4@~T?C(#Q$gG3TySz?6rAt?nxR*G{48q7m%KG{I?!49cqkGy0fX-Q zy!FnmF5kn$!)SR4f$cL#aPs1@slBqYbG~^bOO@RQhyL&ezI|GM{e}3_rTOm+yLmVV z&}wsb>+8c=XlDN`vh%oIT;W$e6)ZLzM@dwd)Yg3OV^Wz=%RW)U-qU*>G~BghuoH7T zWprzwPa)nam5uJ-^k6n(Y)qAX`?83uF6wshDj6MAidwRSv1~$!v|hY;e-y3JJUB=; zIgu9pft2(RoZnEe(utav9s*tah@w%n4*MtP=jT(|p$#)LGjY54+F{m<bx6$te?3(L zt2@X2^4{Kw-Y{j|-oI11OFKIP(guh~mn$I*F$*S8TJ@J|wVGVUZzntvzlD;5#5;g} zyo8+zcE|nOMW}<A`q<3d?rQ8oh5!==dW#_Po=7^8PaCVE?wRLGzIR1DAJ5G}z4>DJ zYdnfh5sldFxB%~ex)aOHF?d{W*}!4Rf6$ksB0}y+7=C3w8fJ)3nM8XN*k+(i*&PIs z#`_cF?`FPVHwXV!m(*U!j$mGX#~qGI)Tt)2O#GrhnZgUISx>aIq>58&X+4T5qlr{k zmd-q->ME}r5WmDWILOR4e@^@V)FruM2U-4~Mo8yda8ykZoGbx#$EC3xncqZQao|)H z^S_a3^d>iAY;U@c%UZV|P-@?1s4tgy;rj3905!(OzTm092<aW`Syu|K=G3RNo~siQ zCh1v-H~-a1XR@;!-(84{Szis{gFNDCHy22#W&_>+u1&Wb>y0#mpf|`N-|Z!xN^YMd zK=`>DW#4RM0KTBzdTDdh7wD1@4-XG;poI~f4TU^5>S7VPgI;eRaGDSt6w6Vmq6hU0 zebDP)4$iBFUzYWUe=&=a|H1QTf$9N$LViM7fK0umUys?c#CrK(5N|&Zi-wwg9%#pU zUHF(7NGiT?NlW6!ze!2?S0K#_>Y)&~yUc~%-4r|X0$ywZ`36ncG5h8!JU!33anriO z;!yK!2ZN`Xc~!z1MLZnzdb(lr3&T)RP@cR8N9X2;Xq6s7SGo1k3jgDgS+@snaGEq7 z9QB-emK?diupY`~LKy`SijJtE-je_0k4FCF6QI<s+O5fz3(j|6$jFUw6N|Am9<IJn z>?btO4<{OmXSJ+$!SD4T2lXF}QxxCpbLcmsNvUjP5hirz6w4S*>ZE>$;~CN@7~!WN z_Ph3r2frd3j4OSmUm!J6M*CRdCJeRbCvH3<fw}B3W$oi0v#og)s<q4$(rfrEx{g9Q zwKfX5>wB~7c%Ex2ha0X{SbCoCjq`t)pVK@w2>O7XHIik6zd(CO4g~&dQ@C%-jEI^C z-cr2zSYo^NV@~?bo~_9D`$HW+u9PVRnkcd3*G^LkdLkr4xLy{0Ay6?^v9S6D<WdU# z!7&y#t@HcF6IQ6r7>#NO(fXn%y_)8ZyoHUd{%{0UI?S)ts}cDU5s>b4joG1<KOIIm z84X+nTqsBwMuh57fJzX6_Qp((Lp75Rh>cpyp4ry!`r)J1UTiBjXYxq)`->QY!3Mao zpX^LUs+LcEvz4ZdxN9#KeZLrwS+X?UWtlyY(8hs0i~KS#a3c5x(YI=>!~Jlrmq6xG z)5Lp}Rd4l2#kAg?tIZ3p6H}jzuV?<t30I~pU?mNAo_D6?HX{cLjiO3ht{gmxmsAi} z+U12gwzKCq^Ovn1gU=Dsq>~jJpn~G4(QBPAonxzg?;14^EheGZT6~iq3awdgX|XQE z*QArtjh1ueELMFgJ&?=FPTQqz)fO^?^Kie2s8x$+%YY`M#W5&ns5i)J+5hdh*IJ|p zJ(Vqdc?MsvHe3#y`)Lg}<9_p=73S1ZF~>B~83q_otN=g$>-blFzLSlDIS*@34bDvp zc(L@zXraFm;*tIxX8Y{MOrd5;$R%GcBf(09LRUHKWQBf_Al#);JPmZaM9|jx5<qP% zY!yCm=k%a)DvvUFw50MC@u@N<XsJ(lYh7Gcsk75jkiW0Q>!Q8D=@&c!wv(lE4^NO! z^;wb1o3!QZZ$`_%-<2i>EdizR2hfVMHg9m8ovp^oEriWVYewxPpGuJv<RAB5V@G9` z>l+G85Ft1JaT4{Tl))zAl)6a5T=^(5$KDds<@!u>;uc?#s@V%!a#9kLeWvEn`qpLB zoO_lvl;$qEe8uGs798`IzDJxTI%2Ng7U%GEj0IN<GkxcGmVMI7TtIzC_B?8ycbQ(! zjRf)$K|tE8YPwgR+9_>Rf1S{9xe4wsc);pRw>!OAY-{r4VMJzpNoS8qK(KUa$z}m0 z5zy5YZ?fON7Y>PN2<(q4l^Qb3cc^ry^RJm-YJCn<!z4-4X}dxLF%9eH*(DP$tRW*u zX56Fwdy1{g5PD1y5apZH7Fx3|c5)@x+y@*#*7R&hEM6hGPZCYJ2L^TyzmPGMPkVRc zxUXYfWvY0wpZB)6+~SA;RI#1Q3wa<ONT~*S7n*|v!X|vw>&KBg24|^|m-Nm)iug;D z8g#DmS!Ar!G2a+1&X@Tiz0~{1ExOC_%ZVR2m-wHB)RKQr(!W3+hSG+jO%q*)`{%Xh zxIPuwG<zQS)+5q6A+S6sk0<z7;q#i)OGJ%E6~+0k!Pac=K674{s)GtcT6NTp-THEL z{-2>YNrNwmrG6oy|J5<~vY!}E-%_qf8!fR%S2qvX8PRCz6xjL8$FgB`(ED4D88W4^ z@WvB8F!{fI(aS7L6A?43y+dOmVp<^2HmE8k9OW8htRyKmdFSP0L>SghFOf*fokGRO z_qD-sYa(Cn0v#9tw0^=PD3KMDbB$8o+j%VVKq3Dhlr}tcjl3?r0LLmpawo42I#htz z#d&r(ZwK<`Qg641^`8`O0XB6*A$tKS`5HxL_0)XOEgPtEl#zdA0ip9{s<J^#owuk} zc+lPL#gMa;8|uTxw=9p%_h<nuDb`nmxHgAcsGs`ph_toK(M1iYNS|a{e(;e)rWkuu z*(CQ`tx#22@MFL1&ngM$g?~O>4~qN$nRLlPuydE@&K|*;Kv+D1p7N+6NbfDWk$ySv zw}gFE_9ZJXxB7^`TU1(xJEb(uSg}r9@BvdV|0>GvodSbL53G1<z7<$T76>9W?#VWy z>y)5pQtU7p(%ju?@ldz@cGj6zo!+%Wn%gLM0VDsN5NP16Kog3o2r+Vf);u<2p%tww z0kDQVz7|vj{i<K&V^ca{7}oT7AT}`iSrO?X+xZNgB!e1!1-h`o@&uh;*Y0u}(wg1j zT6k@;0b%GTYx78lK+vs(W&YGN?wwR)RlTJP02mql)**-#=?MA_U&cB)QfWn{u0-B} z15Y7=&Uvbt52aN?9SzQrlFQkBMwZ5k(Lt{1*Vf&~)0~F)Xtq%N%1HMLj>d}W|GAg2 znzU}RSX5Y4d_s<E=ym@=1HzCZO~v}g7*zo;rjp6Yy*H;7glFfwP0^Uzj)j*u<@OII zhtY-9igZ79J*D_F5vy?V#G1TH;OI2!bbr>!H>s7eXDay-%$#q$Cx-p<K_A2Xr0UAh z6?CJ4ofy=?z%sx6Dcc}Pnby~KruxZY(>@Syk^-Ow40<cvCq5PaMA*!#-07*)a4xFs zU`2w{<d7j@a5puL!jnURSOM9Be`2eeUYS71TiJQLIC53~<tfX82haUKC|NqN#Q5vI z#6`A$_Ur@q&#l&<sHlMV!0VMOqMB?VsM&m`^R_V?r1Pi=Xgq!6i%B+b>Q90zTV4c? zXTj@e`^HfZglLVFtAPW{n)%L+$)bcZ;2BoDo>H7;+N^jD>6Z!qUzNRgJePm}H*8Ck znPetAdyArEkB}lGBU{;fCL^0{LT2{fn+RE%S;>}FW@hAm9r~X4?>z7OyspP}^-tf2 zZ=a9jcpvZM^?r@#us#f0I`L;1+Mmm#j(*`9W)xGH_Ee;>jWG7b!1cZLxBOG}*5Y5E zgh)gt{!pmWA?VNfYQgrDQz&gkuVv>zhL0ZJF0P0f&a=;(PG=aYj)7Qjn8G^<ae~#- z&<@DQvJC1aZn78NH`LA?B{X^q7c%f2H}P7X1G84qSrMsBPbf-BrIGoOeocF8#33u2 zkbv%bfG-YnP%9*zC@W4F7pvFb+eqACvfdC3$iSS<;)vvQR2&daQixh)q?mNHp+Hg? z5o&66+{`7Z+jCzI=tO6V!<xw(EimT7+jMs>>RSrDoB5QM=x;sJ#w1Odrbq!Rc+0CT z@n?dA!l@STLcc~*vy;w30FN}pVP-Sb=CO3DFKA}9gt9w}`ghw8a-AurGKgybtkePB zijIdFt7C&4w`ErBL;hgm?2iJQM>nKPO4A;%&tYhz+zG^+;K67Q$$kw1;1UDptkY&! zwR9xKHeMoa+o1*K$?g|}6KY{osxYo}05sdof5w@bcW^(!=8=~(Wch|o!}UDwPE}yZ z-b~>Oq2_z*Z*-v1KcN7po*<nSn)3dB6l%s0JHxxjc_fl+l`7Rsre7{{=#C2C(5FA3 zo@txtel_>|%G6K0`@7#EB-j!;ImuP7eU`=^@rTh4odB)c*La-><Qs>&Kk9JkEY|MI zut&#IZ0pXrqqhe|ST7OH{3`6tvnbn)W;omm#jhoqjL`R2&VKpz>vM>rW>}XEdqtVa zP`69NVWOQrO4vvQ$8Eymwt$PSPrcI@aaqfcFRyUm{XQs9H9~zo5~jEHc}{|Is?g!l zjq+cvJB5?J^0$W=7%EiK&^Y$U%WbYDCCA)7l2_4`{v}6W+hzQx@r)D2=uS_!u;6_A zMUvFc6T0Y-s^zfqR+Ff=Fjs-tsPkcMI3K|#{TN3**tpl^K9Kqf>dvIK?35hs7X0M_ z>%C>`J@Z1kZZ727`pMlplINVrb~~gA_UH{_;chASj~b4S8{eb2|IA+Qtyk0^W`u_0 zH9{(yKCeD>(~=t0=2L;k>_5f{U%aTeq_C)sd9h`>aiEOhb<Gn}1=qwos@U;gI^II? z;)TN7{qqqs!EZxO777XnD;C;!bg9qWG~-NVz4`Gh2*QW<6`wRgr%XcFV|Q5)na;2| zsc04mrIX6VMGw3U#x2n5tOz&Xxko`}z327|{r7!w@6m|&!SIkCKa7jcW?HeI?6^_Z zn1HHlU}e$2Pqd{KDB*nYG+sn~z2u|(?GTSoBk1PO`!M20$3=tCbaityR2M$^qP%#q zaz~%;ov_J+WuJ*oPp>MAl>M8A2GHgK!J+rSVt00P1MmS<VNdIHe}nvjo`J!A;2SEE z>Z*y@9pDwlRz91b4&;e{Vkl#CFpuQdUW8W5HwZD05BxcsM}&B`Zy+;s7*%#Ju}d$r z3y!opO{20NHLDupyCh8|Oqs*b<#g`zhN5yY^;F$^Gi}a{RV!r>4uHnQGw5qwbNvRQ zAS<JV6rtq&JSv8h7iy_mvv3o~U2XF57)h@Q)O|J;j#>Y>hJT=U=a{(CdW4zm&Sb%H zw_Q-l3YRg}Tg;Yaekp@Sv+`qKd)dGjS#i3Yd9LaVt*BC!W&R7DrMaruW31{Gmw(ps zQI(Ps5Zr}7uXV?&t#pBu><tnPuQlDu>N8^kb$fo3YrAA=$pzS3SJ@f2e`OuP)_wG_ z(>#<CM>VUZ&7aF8tm1+pohrTp1E4D(Z{}5;G7+9n9ZOP2P4%x8*sJwkj#muD<iBu} zLV8BCX++36v@SzBgH?k_vtmH_<D*_np+D)8!H1yTqETjuL(KHReRcc4F)+1;j&$}K zvRfaZDo-}@1^QbWT%xb5H{h~O`p#DFkQAl;^31~h>C@6bTleklmY+EvzWIoW+cLWE zR}9p~!c5n~`Nw|GYJ<7crZJ+^X427#L>xcrF`^5U^B!FjXd2sXesB=<O~d^eH~LIp z8|`!57Y9G3&4yq5-m+76P4GN84sjRj1Gt{`99o7{=rcg%jc3}uU0m#nO5md10|gm` z+S%1LPK!oBNqHhyEaJYzg%S~WqZXuQBwyj;)7V<>8q-OcT+^uxvqO_qdE)+@n_|OK zPkY-2!~GZGW8=>s&D$@wLg?8FAS4?q-6;fC=~CUh;9S4#)|9!e%pxZ@7ea>SO({CD zwvI2?OHpY#XzjaCIkd2@zAua67j@g$8!o0<cKR`^5XZr2LFEYoGIinniHnTf+z}j4 z>p)2e132<A8)Ko+RcL8xS?nYvBm`(3q8v0eH5Edhp;OExBoq%?40^vK&%#t21yuTf z5?7<HjHXlgjU{8G8itaS^uJd0)a+8ATBaAN+PuDPd83Dh!{l&TntP-$xJZ?$A&fF@ z$!R8{#`scAUDlCiuEFrJ)v4y`A)Q)aAae|>YB5yxZRHnscwY!VT|v8@Yd}HKVE(1m zamP>&m}(3K1u{uuG?WVEX;u&W<z3?yZHcd4>jG&4A?VSdV_(K-(c?;Gz9=9d@M5MZ z`Sm4=EZ1bv0^2t`i8Dt?sWivxw+`C<ugY@K&pulgS2;*u*_gp@ne4%Rezc^}9z7!_ zzva@_ui@g#V6vIK<i8-sRnW&ZUUf;cvemqwx&Y9s>{>cPS@LV+d>tFq@)FJ%mmDrZ z4&wbdA7#K{^~RosAzZtrO5h-uK3eom%tkkZO7kmf)s`RX9A@YAf2|uWx|s=N;C`E$ z5&}UA0HAdt%zYJ*Ob{0r&(UeD8>Kbw1}HdWsYrVOM9Y?h1;q`OsXK2gSn^%-+IH)( zV_FLn_OKh{*t@^{iO_TigNT?vjL)R@WR_<b|AEOyXl+uR+eH|*sC#3sjL3eS^_5`) z#Mab?O>dKEqQw0hz=qSR&Wj@3-&7wntIPTMIuXK~ii%2C;Kde@DZ#<PnFCQLugUi# zg<66r1qB7nx=rpuTF_z!y`xn3qa7g_g6|20q^p!lNrVLHxsClae^p>d$HU@sY^;p| z7@CK;`Hx<C{JyS4eF5jyB?`V!?(8Gr9LPQ*+P2%vkb8C0JU=x3?$61!c@Ob;RG^9# z%2yg2MnpW((#ZD<CI3M4GDocQDn|~^=TM5t_MC~BSO1%SQ*zSX?BR&7wAIJ@OzTqt z3S~nY+ZHX=C>VYiHY**pdx2#}X-YJEe*|YtNuGYTqnpPH7AHmBa{N>Mr8U!nN7!kU z`6jK7BLAkjIcHmWcZ`qNnQz`>$mW=zC@0Pi2-SjYjkHSiqw3Vu>nPsd-s3QMu+xRE z;NhYgP4Ldj;P3_-@h`2QqztJva!8P=0NGM>yJ6>7AS$TFT&j2cAa-U-s{4TFXA9pv z@j~vpYMd>{((KI3xh?&@-venrqjNa=lsY=VJ?wo~xH@{znD=`}Bm+6o_U{kjj;vp| zx%TIVIasb<jRKa-txk2trumc9U7&L%#8`QFe7W=N?kNEg;}ue>j)sg~6bA+~lzb-i zK(mnxJ4?ei`DjD>CqQk+ECER(TfRuE<G^tNxui{{T?_|{{v(&<-T9^YnB%|?K3|H( z&hYT54K0*!_4fMk2FeD^g?d{J<OI}Ngna3aS&M=U#CH(d50~gI>Xj$UD};sQv50Yr zCm@|1##d0M8Og`Ka<gTjv&1^B>Xk-~U{8Z=a3njKmJ{sb%VYWKgUO<o938htwKV;i zeA^*Qrx1c8bIVYP<xMPwK9RH))%&BN?;%s%4;6D9>aq(3%T0PJtcmkfa<CHXUZgv$ zj-rrERx5ejxQ=4GJj%gE%LWXXiI!FC%B8FV6OGEdqcwz#%I)<Rp|?b<B5Sx6`++$K z4R{vAt;O1}kYN|Mi89GWMg~FTPGn`^PBO<YQD$n%#rK9}@s?CqnJh0Q12yt;Qqpy^ zu9pd<mi9A$j@a9(E-x5=>|5md7C|R8Q|mMT1Fulij4YWTRz8v<lqD!~iajQ8NviI> zZ^RWR&d*z#ZKwc5lnD|2zFM)BEHd}YER?Q-lKYs9aU=0lftX3@!cf?v?YF2`ALa7Z z)(VJdkyXtom9`0I-q4|h?IY(J{RsCxT-Lyfa0bhY<{O|GaKZLr)+U>FSM}KWYE^mZ zvp4igQ{YGsTI3LqySQfTL(lkZuZI(b%&;DlRzV7`Y{~Ic-*!`{i_jXa<EW!~n!P*@ zu`Qg`Pz9qXOp7IaRjJm8YNad1(;LRJxSz#=Si`;7@(4xh3$<V2UKGFB{?GeY$>kc# zdF6()$fcNlji7u;EE&49TlmJ3MgLiHw?q2#_9C|D%^}e7|1d+-9p~Q}Ug}yVUgPW_ zc6v%Ic*An`=bB=8_nmj5+lKXi1Hf}Pn-#wh^=47ZASgYP1F~rSXOIo1Odkh=)LY)~ zwiWxXLP0gV<?f0t1sN`SuBC7ml#m>LG&c&jy}(1~!##Br%aOwT$Ijx57b2%j3nn6s zAHCHIJRRH5$K2i~AWWN%Ta<#n2={^P$`sDd;ytHTqN8x?FT(WYmGdcAv|X(O8y>i< zp1N*kD<P@yX2xQ_lJn8dBqp=OW#Dyngw2S42KbJ3l?TuB`EwXZOx>RV0>=H}88MZe zuaPI##yAaUqA2Z#eTnL$C8qaZe<AB&auEA4v5_#LtW=kYXVrXZbd+3@N#gUHxy3B$ zaOxl5>c>b*7loWMHi`ZSQBn!Zxy5=uJj|5uZo98&?aNiVa%j5IIko(<{*UzG?_`yN zf=>qrGuGcjM$-})tkkWH`4T@2kl#-s?fBSI=YYaYC1Oq#M{rB_^_i=bl++L$(Q>hD zU74~`HK6U(qf0*&UE!<?2teyHhljXET&16$dF1^{d-zB0c7R9A8ONW1p)v*(wV9X2 zHio2zJ){9h0vt`wUlAsCAvkVs(HO)MrW#zLUZG=y8c?%xrVJs-fgOSx69DY90tTNY z<DB)sdwBi%Q~;Zag;Ad%>e|{zG0M|d8Fv!V_4aoAw^kxz(-LA7mjww+_`H0^@UuK^ zzueq=-Wj$wYeDNP+xW2A-`^km{%gEBP_RH`o}!smya9tf|MO>GiGCXhta+C%RLID( z3wE&*`}9T=z0Fatq27#siH+%}e-O9*X$<?RJs+E9rh}<5jM9<!3a0MB1Gea9%E-`f z!`f?Nn_`lP{WOvqHZY)EWi|5|lCaXMsw`;rBie*xI&PsL7Dmo06&zy@@yC)SEg?5F zd){#UBaPsn+4}wWBdrtVAM^$UxOhv}yE%Yq?CTSX{)!)6RkYTO__ilrd(gd@o0Ax@ zX`<#9LHDrSb<Z4lGLj(FbF>tvOD6Dw40PPsbQ<Cz``ZPQ%I<_oO2Q4DU<BM$yyOwO zbM!8O^yasR;&h_5?uVJ5nN|k2ol3QtYwg;a&+--|KjJD*i4c0>pNO{fw6iWnDeXt5 zt1_)d65R+MH~fVOBPqys25Rk0KwFaYrg~A*T0F=;MTj_A()pT9G+D)Tcqy*N5|JP0 zj7sxy48?!#v@%%HAX`u1{c@W14v&X4_tfSmzT?vgKfw9XnTN|985+{Rm@b%((|8C( zT)gV3-lSVmpjg9g@;Ql*n8FJrajcJamU=s4d1b4k2j0MX0CJQH<^D{QxqMrd1u_zk zFw!MH$So8=SkZ!UR^3cv#s1?@m>*xf`FQBMFs*GC9+TkHddGIqIDr>}8Dipu>pjEg z%eJdWHM-m+%AL~zkHV&fyWwe;j%x7cea;!dhG`7J+c%Hr`FJeHgr>4;w!hHmzIPYb zw3HAaNF<YQY~MS)dDhI9djSLU&NosCde)TU+rUCL0w@+qk1E?z6h2MsXyKYi0t15t zOem!2pmj!Yg~l(xaeY`^G6J>zhL&}S<7@^w4JucIA3r{E`Ur+}rk<4nLI+Nma<*M# z8Y@I^r0$MUwGt0tqw5Nl8cM>VzLsm5gacZ(eU}PFqXF`dV<%&%jc%xU_%d^%@T9<` zKGT;#LoSly5<NLl?atQ4)Cbr~Ak?t1m^tk`@FuyE%1*NvRqp}+g}{c?%N(T8ijtqW zWu#$$ax0i}x;}dY?J|6M8mg=%-xk+CZIG}6u~N2)rfDX$Ja|Kc_|pM~LRO%6SDwrL zcjzds5pL9h()X!Gy8@AFj-TkG1+RQDa<ny)Sr~jjJ%l(p>)GppqWx35w6e<M*caZY ziGg2P!#1Th-&64m>YA>6P8k!XS9}W5@jX*48dufEcm;kW2MaA9Lsuvkh?+P_A4DsC zQecU=bj6<aQ#7M4&yv)&$z;^;y@T*M#R)M#35E#c_C%FJy~+{nsakYUayT%W6Q$(? z%ncUcKFl8HU4dS%%#m-!RKSb1HbGHC!%nLbd5LcdygU!r-|*Q0#v3rcC}dijw+aRF z)$`Gd^B=1oL=lM_0>GV5nfs-rfc<n!y5JcvnF>67$I%+@Xciw);mAbX=22mCMR$i; z)?Zk6{z#r6w5p#zuu>NQJQI}+%0>~%tM*Ah4oG8u-~0NKDKb8FOgNqG${(R5n()&L z4SEHAg<2(6DXzM8nZ5%+=_Ti4?$=<I0I^qrxN22S%SCTGYMWkN@*D>tjqbKVpTbQ` zBbhx~KDJ4&pFW;Pl21d*)!4VTyCzZm2)gKN2k!z6JgLe0*-(=#O9}*+h&~sWnAzQr z$0#A9BL4Mpe+Grp3!smXqnjxTSUK^729I>O+<+JNV82X-*D5K9<5j6uoqtvz3oGO# zMh^dn%WNvwaWK}_VJYCkl0><wo?4F;efZ$BhLvE|Y;m0GOVE!ztal<;v>_F_R$_Co zSnuSCrT5B82>W+c$%@4_fCgrc3$~M08jx@w$1l?y_HeF^)j53lD)QVLIH0osjbk~t z4FlY4kQH)vcAi~XkxAe&ioa!NJc{vL!i-T62WM;c6)YPplzP4twkxSA>RsKjJ0D;2 zJX{D+Fxl5FuO+nc30)R^W@T`8g8m-4$NR&JjKaciq1@yKc}aV!%^yE{TVA0f3Q-Vg z^nZ+(hJZvHoMZ_?4;SQkYipg9PV<Ie)w_`w6Wwq-+WB^UN3$L}veX_TicilvS|!@0 zxp&_j<B!DG89;8bOt(A4AmmO~P>|~Jn=M57LIf!VJ16zuMn+xu!R~Hbe?RAu4G2Cz z0l8ab{;QNCnss52en`PGvg2z_y-#H&mI_V;H{`~))-BvYo{eProhkQIM3ply@R@E6 zjlB)7mHuuk_Fa_WoBUAe6mFJdvF3YEivbiwQ)U*PgVCsgWf+avXE;G~beo$-(=rp& znK>U=8a9M-(Y1dIHsJR}YuLR^PoG+0Wy0;I)V^X6@2E$Pk}`6N@jU<P$uR9xh{3FH zp`o59?spM{OrL_vD4Ce&ZBU8+2VMizpCcOy2@Dk1M(W1tn&3AK$(xePq4EJ48r#Ou z;0nkOeZEs#H=z6i#m65zP%5k^GBZ0&@_U0EmGtL#pP92~x*YC=<g#l;mRQj^JICMr z$hO@!M^i)W;on+&akx~Wb9t=uXm|XzZ|eB?n}It1hRo?jlXIyt&=^Dbi9EFv)mAi6 zIU+j1puMP)E`cNLw2}0^6vX6=K{7A58zfM}qN1W?=W#Dz_MF@G&_4FU{c&+RMqACW zpZX@M6A|&z^IhYpk4CaOYMnQBc^-Cl(uM72Sdj_SIPXqLcJo>Ge%M~%9-nMFX`fIA z35IB1Rg??Xm##a1-Ca)~>5hrUY`v+rIFRx(>o+-+-mai*78m0H-GH74E1)2&Kqg-Y zQ;*T2r}7{L%=@bj1X2;fZ9x0f{u@-r8d@AY#I`p<Sq*qfpmynPfh9Il$f(%rdg6@N z=o%s9RHU*{MxT&t5FuKu+36v$N4v6lJxFY1`+yR&)2S{}=w*|z%rxG&fSM12FFo3> zUTSI?JwDpgQ?2Ex8_t%E7o&NvRUP+E-ShRi_EkmBLO{R;5D|3wwK6Dw=9y^J(^n2d zrig}<IHY5-pPOy<7YDPGZpRuFxxbdB)G_sBsXsjCgr_N*rTL|J%%Jc)fM|<wZZ7H; z@s{O=O#mnM@kAMyYXwdQUvfINWWu$r$oGs7lD&tsfsT>5|C1Jdk3p>MT=Pvs1L5Xn zp$BE8r(eLqp{1wC@al=<1bNR^fJC8?-Ermn_U=f@^mEd!7vm+baIbQJ)*vP+yXHrb zopau7Jg5MI{fX`IRS0wGr+H@zR~v2apWggEc!4*jhxRJ&jP`|=B=d_R!DuP&JN7mr zyl+fp7Q>&v%sj)CMGs8m_nE3yB#I)qvGAAS7WvH8Nl))OklaEj1TT9H3=AwvU_*X` zh=4(EqW}V_M<B)x!RI2VO(rmIHwR@FUVUis&gHc3xKcT-0AKC`otbt4H(>g)Q^(wj zB*xLd)qT)?X-4rxxKBhlTsU}bz{;RGj;4Sah6VvI<c2L-034#jx5&iI%-p_k&j$-p zfF_nU((D>;q54y<toyJhlwPp4SJ8qe#^TI!LFEVC=LU`7wfxI>69vq@7uNF~ococo zo2mIF+Fj5%(f#Aye5RJ&C?b@zsdOR2BK|a<!Y=ANx#0G;^>P>zBz+U?O6~L&JNcb! zog;K@yvrSCKjOeFVt*5x4u4TFHrz+-J9LIm8crg$QgoPezhp_`f(n&|HSo~5*CkJS zRo-^>^(C&UySbI?Qb=6zlGBO#v>B;;n$c`S=j`&KE2=B_)JX7m(T2hHOz>dZ!tdCb zX6Fy0Z{Q#=gG03J34Ff%=|f{-3$=h{4XUH7_p?T@rKQKqFwxK}FSB3*)&`&mC<DLu zra}ARbcs{g7K1|<i;2l}V(25`MOq%Y$V9gN>uTSQMEVw`;IQ<AdBzQ@mp?xVs;iYb ze!g3|_0>xMGo=N(TZiCF&o(jrv)Q?o51CR?LkH=ZYKdxvEfW*=A8=@O0_g=c3Z69u zjqK-!DixU!T}xnLV0(mfKonANhsdjG?%q@~pOnY5Exk{S`JJRroDc4ec`I1(T*1$_ zx5uTxQxfcsMsAAXnsQQmlf|~hnmF<W<Jo&+Mhi!wNq8b%zu!M7sd7^<xO!H=h~<xe ze|!FI$5@qu7WviZAyF2>)dsihWlsG+wqv59DNrO4%*V*|C^|v`SfaNtu+L^$Po~AH zC6F|8H$^~=Y&r)EpSmT{O58A$(dJG)o*xL<sMXnfQZhQoHXdaOhsl6+A@mcd=pE#{ z;wkjgPA(pnHk{f*hnwwoZM;6+&2*Bjht-@b(@%e{b&1>H*o<gA^7re!nx&(>D~b0y zo0UTzvfPPSSd|sEMRv+&>&&f!R+g)rP#{O3SG+8|gZnk-EAL{TI)+*?s))#wdQ#D| z+wulSYc1*sXTG#KoIzMr_>^<1nMV9RtvZM4<cK{gJTS?QDZ?}<h65D?7^G-+?RR@k zu5LvwN<FFBh^b#tZwU`NV$H*}TNW?Y;qtuwC=bKp>)YF}d+<4S+nYF1;-~F}i}tTQ z@#4&tUn{I0ame*0n24-^ujCu6sdbQlO3?fH^3L}!%sjMZ4{V>IOEi9cwMSF=kjDP! z#j_KGq35hYt*Puj0g3_d^#@-=&no#>vk)z+=jr1{PUM7p4#OZ?jTWVVY@m@0|60zf zaQOCd$Vta1huPuH#_4ay`tQef>l60+#E=d3nsG0i;hMW*VBUKYUl-(@A;lQ1av{P6 zz9TJ;QBZvGI-)JYqKt{@w_()3t<~smy&5@r^O-k0`DpS}>9NYEsARzP1Uzl#85AG` zXI-AEKG;5mg@X&k;$-2-())FVLTY>~<U#hrx>xb4POb<*=cp*euGbXYfo1`nH2JA3 z=-NnhNIz`0_UIU;Nc?m45NS}|&GHlQ2uZfVl`GQvbo9CD*F;nGhZkQs*+Z_2*W zS7NJy;eD#ZHtcwAbdb*-ULIpwi`o?A989v<v@npardri4*_`Be7~A|LlcTHq^KDsV zxFT(t$Ps&=IH+5xbXH#mDvcO>G^CSl6Hg{eD!x4gCe3F9hA`5`AGg#{R)(>m6pZQr z-IJ@!d}JZZAy$*5JzC+c`l4Xymh7(&=nk0kTGgrAx1Ll#FqXm5Kfg}&yi0nz{T{!H zN6*ZV2GOg=&^!4eMOiv?uHz#0`j3l6Kep$p7Tv$kYhMH?E-XuGnND31TR>)KQN_n@ zdqoy`9P>H5wSDh<BjVK2Pv<+}TVR*L4}~Wh3ZTT0j2+~^qJJdPJQ$gsEaYXQ(DCu= zYJNDFy(VuWh~StIl`4a@P871oZX_v!y|ZYqu+X7J?Y8fgpZ|9J@VIHdo=Dsj5@Yt& zJs?`S>Vmeab-7bp-?X9!M4K0fsYDs_PYr&h3vM~?Ww~sB$B4#DwJGgbbo`V&U)lWb zPt3tsvl7gLK^pMnWV9b6+TAadT{_hJ3TsOT)@Xss)vF}p@mE%3yTy%+<I-kBypw9| z#Mv)gdVF=OyfOy!#P_f`l7VIDB?)`KPlnF7CPV#C;-LG1+MoMw<msb0+yf32^Jl|z zahD}NN-BTN7N9*9*I_SBxI@u&EZ5j<P0MHb;-etF@28tXwo!hTlG8VMM0ZvdLZLu3 z#ClDTTj6d($!;Y~EMhL?7OYvix8V39@V9^YoXIWw1p=5hqg34d5_A(YZ=mLhfvDBi zt*X)DlFNOQm22bzD8x*8tc<v{y&%1)A(4^;vQtD}w=cVlAi?ls4<^<;0g?DHgS@G* z`BmO9$~jvOzc*iLyMBw`8W-A<E*2}Pc4?nbz{VGk<1m*uPZ0$|gOoeEct8PTAEw6Q zy&pb{zq<@DLFRRS$zC{K5I^tHE4PE$K0y}qxbW)krkME>^#?CLr}&Q+(h87jR>3sP zkd=hCHwmtW9uNUjmupL_%G7Y9>fRfY*AQ@iU&$%rjS>?}5<+bc`tXL<dNE*fawl(N z>J{h~X6Bkdb{Mk)33}4jDX7{c4Ru*)d2*F$9kfH@;_6;43C`TDG*_-F5SIGBvlN%I zpfNZ&kQZ}Y_pDuSLCV@uK=B6@=L}tnq=*PF9n5pT5$P{TIixUQV+%Q51~?i2y<DxU zo`-WwBEd}bITZHPx6(Iu8jXS{Z_@jgKrhh{;SvEv>qCFfrde9S12&0{iOD<zgIG@W z`WSC-plLfK_5L{>C{CHI10}5z*Gl2o?;1g9G@cg{1#-IvUta<lN=7Tm3;N_kwMmlX zq!uzDpp!yMPk;NVnvSNWuQR`;<v?S-YrTuAqH`>piqnox^@GNx&zGo#TiiB5VT#Kr zNcgTswrY4WOrr&9eYph8Y6s;^bLx8Q3)vTYvK{!u<D0!P^$)E<ga@1I<w>dL{ub@Y zVMbkkbunkiwG8UBKEZ*i!q=#{v<g5rE2MXjy~4(fdx)d|0y^_?x~*UGw|;L9<i|~R z+wEo@p9BzcS*KQUgEF4fpFHCTo#wq(w>rUlwD-(ky@+S=UDeRK?}JsM_o^=ZE8r=s zE~;jkQY8?y`Wp5slH!D3WZ=8`%j^|I%p1>d3FiR-jet~1)3Qt^FL#zl6%kA2!hxhi zCJ$1D_lQC&w0#+aZ&xota~cFgTXP^#qG7eS_>eg)DEyUD9*$gO#09RCuXkOoF17#d zH8js^%Uq@I_`e^3WD&vWgT}%3{yu_u2UUry)Xm0y<dCzAPdB*O*x6-37wpAX5GnQU z^R4+P1P^p>53Sh1%AojxEI--EH-95kvGd;!UzVPc0R}Wgpkw=BY#W*IgWCCv>4pTD zup=7lnjj<vxPL`Tv+t0xl@>3HhV9?VBZXCUam!z~h8rYkHRXG{%=j<)VKLAfCkba# zeEZR=`LqKDkRV7a|66iGWk`VqI(Hz48uGc|>NYPKo`jUt{Km$gDT8y>nqYZP5CcK= z(kYfM9;4uYm$}>cqd`r*_}L}0hDKRFTfA6~Mh7;X<o~ahum%&b4waaonhv895j}|i zPc7lDE_xeGZ0v0326lG}R?Fg4$BjvM<rVbqpI@bMW*@rW&K9r|kj0DLXm(%=0Y%<_ z6XvB6^Gw<>=o6^bXmY;=P9e)6)lD~pi?tN?zZefk{m*##`SV0=Pxmt$>M7^Df5eZ> z2GcP|<zrElD|GH$tTxpjA!GZtyY_@E{6B6+_73N&er#7C$gjJA=nv9DHJz&2#tpBm zuI`+k7JXb>SXkKAM0<AUAfrYa#aY-bZ%N6Kv5G^R?D<i<8v_snaAN-F8;y*pOcsTW zt3UUF+R`f6KLKka1013>{i8Sz48D8`+!b0>!8QE56Abw*Y6F9U=0QHHE1XleNddG$ zHa0d6kB<>+AFy5M0zGn!oIpje=QuoGFU|$V0u;7bErWv*phRxALp?;-K8hO{Smu=i zyIfx!>UPRowise!&5LGJ|A~*Ub^NKhvn_VAg${F8_rp1V5@zM=M*@bQ2o&d)ib=FM zr<w{Gg+@o;h&6XaAo{(r(!;TTVeG(=08tGVYG65itw2qX35unF)CqaZSjs7tUs%ey zM2o{D6sX)&Liq?z2Dug@h-<GLHVfR2XOE-!Q4P6D&wpwxsMY<WOMwO1!635GW&YQc zixC<~fyoVaM4PMAK>NAN{zj1((dCYc<Q8Nkg?8CMj`EIBH<~BxWC=Bx+7Y{Lpn3lD zS!nbHzL&9VZM{x=@99j|UDQxIV)%D#AP>hFd!tsC+)6doi*1$(B0+or^0TBVp_(3N z<juZ;3naQ{W|ocDdH)6qkTLzZQ@@z4J#BlqxZ^U(&cJ@|9)_qGJR_!fu$Y2+h7bZE z&wyW1267Y{vj4;w7*Vl8e;T<>TOg}H*|rK&1#0({t35gl#c>(VrP>vws&u*1#(ke~ z+^NCv8g4UnKow(U{bxC8&1$*RK<x{qWJqJqaXC%%Nh->?%mWtW!okIiF}k8d5n|Jm zZ_#&<s|_fCssZOtz+)}Thj4r6c4zv~bB$Mi`&+Jy579<O)|fkO(UPU}_RzU4njxXA zrNXDdjtE<q9+lflHs{eVfbGVxqe2eoPTJp`k@eszi9de)&rJa|vp|mvaDQ-H5t8u0 zE;?;`>);C~|FfPzyJQ@3aWLujP!B8YRLh0&0Qi$s-9vT|>4T1`_yIq+t3n<Je1RNJ zBWQm^k-`H_O9f_^<U}`a^H+b(*}8zaC*IYi_{3N9Urz$0rzME+aBc^=VR-#k<nM}z zJrBjd;D#dnOYx&Nmunr>8=)!wuLYL@{8eHjg}|6qp5H$^gQ@(z0;DI%(*$5cOXz}m zTFBqW02&y?EOEt@XLyI$t*xm}o_`;~ryE1;M&`0#ITriz9UTG51<SmM0!ym-(3TDg z2iSeF1OHuA-qe&C<a^S<bN~z=xb0U4*aCMS_X-L5*v`ZlOx8-8zXFsLvS)m=x<Ewg zU$ClGVNtMS1FIOsA>roZJj3}Fp5^W~)}$u4x7dVbd)~;x$M8`pQ~s-w$O-mdx-U=p zQJ^=%_xOp__Vs;Klnwj^Sl+*z(zm@o7Oafu{x<4->#lhJ4exuJvdhEkdsD$p*msNS zRZ!@iUDC*oTyG7QJFqF-|DP}nJ)#ipp82T6|6f!e!vi0bhbs&yNyV>Gt+$RHHms&! zM6NGMz*t4oUvK-rXvB}g_ki&YF&SC>38Lc;_9<@#EP@gf6IF`ekFDcezMKVTUr3Dr z8nus;Gam}Su)Ws}$q?7Zq?HNbs>;eQ!j!@E|7IC5VuK)Xp19i@{HHP%$jL`_PB}~D z^qE%q;rg6JUJFH<RSf_0(Z8Lib|yhhWfDJeOTQA{73=U?R!CA{uWHCZbNJ@XAaJW< z6a&Nw4?tuP543fVF&NCKb=hSEX9(3DZUi|~3_uJH_>b|4iS5bf#YPT?{qKiYg{BXL zUW}teSfo}!VuC#ApscPwzzCTRq}~H}p;GQ|^-j?934pmEOdMn9`Jw65bpRq<-QX<3 ztX;#UUZmX>8PB_T?68+#V1t-37+(7qmFRB_&h6H*cdv@7*z-PrZ6snN8s97EomHMj z|1P4uGq0A1`FG=MNMVsA-Zg#1oW1#uv6wba^LjopqNuJR1#jMUmvz4YjLN%^7(xs| z#!5KQ`N#MA?enA(M7`mk-2f5TXdL?LDG7!=OiWyJGI+-V;$#&Rq8oE~z<a;|u!k>R zuz}r-lt?kS	>;SUExD#E8_geCFkTbUpM+Bt&mhrE{wuP+kY_b$bDGkT>X}gPnqO z_VBfz4Qgs?;08oeufXBXdVUFyqY`g(BQrN~Lj&1BMFjR^Ys<4nV=fQ2gaJW8t?ljY z%<Sy4%MA|eq%h)yW72rd4T3+;VpYH5z5J=gU{7Y`J|zTV;^X6!#$j*($XyL?GQ5wS zo!}LxSFwn79c(<N>KuZ>G)>{B1_OGKqTaoA%&7pX7A=$W2=gf`vSVE6)-5y2K$*x9 zs+b9z+wl4aL00ZdV0^DGy$s*LgA-y<Oy;5#=@y(b`mcjXSXzN07fG`Y4c|hoxS}y= z!M}rqB9Xr67chrD&EwfTI!U|X&`o*00}GJK@F9EfG649{`#OHB=_$i8yi1oDu3x|Y zv=hwEl0dSNQEUTp2hgG8S24`(@_I%WEEh2Uqp|#noA-UR^JmNz2m);7V2ej$w9lyR z`mv{n^;>6MP0j55{IjwrI`E)F*m$^!l*eiYU!BM5R(fz;+1}Zav+0Rq!Ur?D4zTS4 za~}p85szbg=m_Inx`f#RegrT(;IW>)3+|GkFe^9c3<HO)Wu49DZx02nrV(FA<h=kx zOQbal9qm`q-yTAuW&(CZh;3mPy8?W-fUC!CdE^pqa$j^V^U|Gen4L|vxC?K^kdn&m zwt+>_&qWL=GUfHn&3<r9T%D|BMQrup4FJ_bZZ_SfBs9#6^fcAZ+s~$7o_YK^*;N8L zGQ`0Lc~Ri~^IYXmPfs`fl6M8{CBQR|8vN`a6@C3dPsZT~*oED)`;G@d!Y+12NT?D# zQ#e7}I6{))cGT4Q4vUZL48NDZ5uL+q?fBqe4(y^7zU=YZF3S8lXg=e%nU?@Ftb6d= zgdEmLU~IfpSUoLgQxG1G&uj8oB6}FY&HdxBGaNI;rd1UJIlRr`mOd;aDl?2D-kv`S zm|AITYrn3m;<+D5LFWd_)aS2P7LwvOfn^|xku3WSaBD)0o`SBhBK~e9<?kX#a#ZNr zM*z$JoClr^xGVvFz;mt=K45k8Q4Z)u$E!oS6!Cr~HWI<K=<6gUjgXQQ7A2#8{`|S$ zf*n=JdKLxcU~^{q&*^U=lhns6M&NB3>d2vrY{r7pEIn^x%o{ZK`OmjvdHS$X&U5Da zW5Bvz1Mq;@pF_HQwZe25z$3P8?P@swm#O5o--3^sN||9-94L^1li({*)3XCVphe5v ztKiYYyS6dMNmu?pq(HGrKwCuFhtuggAPg?hDlo$71}N0*8b5#ksQ7ppFjN8q9TxCt zGz5#F6WBmt8hWRFy;!&T0W{))$8G?#e)r!$tMRV!&_5l6c?mE4u55S;;4w*~U1uK% z+*3QS7~%^@PC~Fgnw_e(1BVeND-V5Wbr_%tYa~B`>@?8gTOEJ<4<;`#rbC#^;IG;W zl@W@A$6NTq;Zg%>#9i#RWIfy|I2LYoP*~|%SoEdd^I3t~rmo1s#H4fWOMU_%D%mwF zz#a1y0^Wd)mFeORsqjRjo8aSoH83>_f@_=G+&t^vJVlHd1SBIokn}A6k+L!YB+mUF zo*<{lLfs7Vc;Mjjp1HiT(g@TfbFmnhz^qCxsPpV8dgs_!oUZ2)L*LU6K(y`$bV?M> za$jN`U^v7Cbqt~`S?Cg7ZHOGEU3v%6KAq>mzE~ji{)t1hNhY3?{(BeZggaj?k_!dG zHIy;m=UZvH6J9-<h7^ltJbU}tn#h*~DTOSTa!{i<DP2>5h<4uJqH`tKML|hMt8EB2 zr#w&ecp)8=I55~me<MN)Lcah0Q-H>l6(dP*8YqN>$XE?5P+5dJ(f>Vn$Rj2mN<EsX zrdDsRY-bc8l<M(1_x8bs$D#mqY+{Q1={RU?!Qzwxsu4m=@`>}w;dYmnV5a|rY=dug z4pQN)ci;xHn7(o_Z){wfuG4`VkSPY*`2f)6*&4sY%MG4aCUxQX=P?sSx!M-Yd?233 zGuK7KC(~J^jg{-KvgNK8I55Kw^i`>as0hxD8w-sM4JF_gsxQ$G$uePb)5}=&CTqcz z;PXZLL<_c~*Z52cV52iAy}P~GpOONzU_vS?MKGkbad3DK?t<Xw$#BFE0S@T_m<=;R z!sZKB!LTEj0dw8o_(1d9LrBXqp*kD?`c*acE-Kb#%J`Eh5U`aD&U@Z`baa#k#=&)T zLQqdUI-tp4pIWr($+n?~3+15`7Co-59`_x$r=iFQmmMojsD${37=D2bD;ZoFSXX7k z)ggXo5S9lEG<fSAe|AIgRc)~R7(l3yC=d!~Z4}tmfOn~nPO;J$|5dgpEq`}3K9kZr zLof^j#M6yF1H?8G1qpJHwnFcqYl^}XCxP8a0)LNC58q|ylO8-bE)$NZlo_;{bVFRw z!Hzx=nyGNVJu3EKcl_9Iy}Z72W3f}Ri9`HwVe3&ROUlh+YBpuCPXZ%VTtv|l8JWF% z_wLumHwrJ1^xZx^n6aDxhyyNW5hry}*G2=P8^zokaV15jq@7_@x~_d-I0~8Kr#H0s zBYW~5=f{38g-3wd($<C!c7y6}QP)z<diuZ{5sbh1r>Cb^sUJ6j6;R%zT+kW-M$8oh z2p3uSe90RWBR@oxbP}*QAe&i#1V*JtO_i1W)YR0-@2h14J5&^3Kfm|RPr+*|YO}t+ z9&wL@nd9!zx}TpPAvw7m*t_yl)XADo+7iPScrO>T0xrMsI=)=p2D2ap&jq)Z$RHoP z1#Ap1y%v-mIFO6R5+^<Kg;1s%gP&6dLe|t9Ku)zcwOmkGpnCf<1@(Rs-3Ph2vP*N_ zZ&(w8)?FZLRlPmBYR}RQdVMHZK6CGv<%IVoAzbs4>5mTa)#6;ZAoGqfmKu&-Fg%OX zC^tq`u6m&XhhZzsL-~{}@q%7qJFej?Ql~t8i<B!j?2>*CiLHNm)M@Modu47tf5Y!^ z_5=Fo6fq@uBs#~!;LYdm;c*1d1H4@a<-@DX%h9ic$D|!<c9ceFE#lD(hD?eo5Tba& zm<@VEN-?!)5V;7iUX44?;X&j$W#gXeDxu8*7AD>7JK`D=HvJL1;Oxk?$7^Hu|5O1( zTAhFpkW}F!!&@~U{PX~(%wcy{w_ncO*EEvd<j*}R?-!MSr_b;B;|c6>P}@}uGI-Z0 zHDn;ELdI`S0_}^%p15#WR0L}eNy)?Bcsb#4(5(#%3xoF%6XdulDJegJ<!jzSjJ+iY zFIPHrla>J@H2$%z9l$FVJ=^FZ(lbHi-rBOhNW%PPjsHIZ0)$s5?Jizgnnx3~4{D7y zmkx2%iKv1^vG9J0GYs?@_MW?P<^vaiqM@MyGSC~4YXqnBTyE4+5*J5<^n#wAo`8lX z<)mLEM^+r%+k$w!z(^XjM<PuW5xYNdCA3=|V(5<J><5q6fY4CICP3}Fht<>w!Lc4i z12(-0<Ks`h_a?M~&?_isq{7Ox6eZZ-@dBl8E{C;8qEL01!}|%YQmT!`AaDTc0pkEz zfhG>iyWg7%#a9PeWOL&?{wf!H%moF*PE9xIe+MEB!nHrZ<24mbb$wsI&boyrQW#4C z<yUK48+0pq*W5rK<p(HHb+Bt@P6W~OC>4(pQ&K8`-zq#niNEC_XQKlpNUVT(Dhr&o z;7zDOmbUM>Ijsn66Yx^h31TN5l2;+QK}QDxQgMtd`BzYADA1Bvfx(e^{0>Z8XIEFd zpsT5KeDJkE(-PJZam@@W14l|&uXpw4>7XwBmX#jC94z`sy4dO*4e+o7KLhA7hyj?J z1{D({Blz@{l$Eu1-!x(W9sA2ucdwDj;W5LP6z&B%a=g=-&8JeHy1i@l@OJb)>I*^A z4KQllp@oxA{KDOZ^TO`Un>UN06`-SrG}#~tK_Br8KwQ4u-NB2m#&z!|>^E>iehrH5 zh+aDANEAsPBFBfu&N&QUeJzp)`>mrq)h%0JtV`tdVwdsoFj67y1FcyI7jKhRyy^to zVYebV6c{^x0HaT<rX#6cBt-+00a57sM)GtnpIdz)Uciv88n@;kSE&EF*Sz<<jqzf_ zaHyokc?S2qEwd;iORU0E<{89Qn7Q}*Pra9}RKk}>=WU%Q1<;g)I$_5+5)`<lo|d;q zUc<whUswnX4dtJFWbN~z1*%OOTiezSM!Qv*dBZi>7G$>Tp4DqrIdg;kUtl1ZLl5TQ zq{YNs0h93r(d@tfh%Nbn^eZ&XPjQ?nKMrD00hj{W_QPVGI~hg1Ch#XZ_WIw8a~>TX zO`u+mhytJ7s5fuCe0=U#X-lYMksyU;YdZL9Bli{zc{lt;%O)2Fn1qVE$`TU3gZ+hL z>n<mU-0%iXl;IB%$xtPNP2In_)yclB9xfly4U@NoorSu!y*(%dV09=A9|2SpawhO5 z6lU-*6tUnUtASz=Jm95t3t0Yk7m9S7!;tPmKRZyu5Xi~@>oz!2n$C>0zkmKb9a^2g zRkYLrChmZ8O87<o*Pig%e||vYX(#9NQrR2mK}ai7|KH3OI|87VI{G!N1io`1;Sda6 z1_S_v#0&T<?%TRh=Ot#O*#p4!^S0Ih-m;PIXrq1;abbrS4DqRjs?3ZkvOWH`3l9`o zZC}2`0QqIG%0dfN{IeaNkXr04b^(X|^<}C&2WC>lthwP}+6}?UEiOvH+jq<LSI(%u zMu@L32Asz7kZ0T2+h>CBr2GDa3D{>B-sjaqh7SKhD-2q`BB>9#7!VB?R#pPQj2?`f zhZx6AAXC8rYdXV~fwYioyswdT16YUv%&u|#`F1o-!xwV-tvP=h+m!)YIEKOHI~9UC zm?=J|dMhdHe#o`^y$>--*Ytm;LVepA=r@(6kO4zuJW15!Eu8pK039y8UrvVPzi`eO z0of3F6Ty~s=Zm`T_Rs1WbE>x!L1AH858uo6zPlsRw+xro4HpxC$4vnI<2!nKf+3rr z-(1MKCTTcH0d8@>*2g#{HQ>OD27H(qNrVwDF0Lwy5oB_388)!1Vjv*jgtis%yY^ye z@4q&M1t+^@oB1&N0aamJi78mrKLP=!nDhe3?z`PK8?#j;VlkB=RY^P<*W+T=(a`~S zZPmygu$+y7bdLqD{LA&$Y#_x)!Fvdgfcg9sod%HnWlEt`l}E8Zp$~=v#WQ3EOGjI6 z_-2qyhEfQQ!Uie_TVfE>mV;6Y-aJHe`{ZyTT+`o31$=<p;IZF&`R6tYQX(UuNXR|N zrHvCHnDs(JqIz;#UR|9Hbgs8&r#&_lCgfVq&O*?ffecnm(gjR^!Na#oN<{<QQ!n7* zWx{y?j)pqx)@<ESbP53z5S9?R2xwh0Kw0XBhK_!21&m~!x1G5_9m#%uRB?Tat@Tp` z9pJ_Yjk=>hK)eQLbnsoq1>{|UgDEM?s+G3p%d;Y##ym+Gz@l=4I7r+)ymGnS65lUT z3cUdmWy#Ak&%*nq%+Lfffg}&ea#YyZ*oAGSGT>1P`5uqi5IqXmDI#U}%*(SzdO@i& zsE}gWG+L1!nR*c=wB7Kigh}A+uXEZga&RVP75Q@to%bk6A)rit@I{W8lr;8c;*|tm zKvf}L#fX#kqntORb5Ek-93mnml>$O*WDlIb2=Egoa8RLM29n+-I=+{HZJ$M4$5qrI z$5JcSDTHTk0-1FPIe(DTv<tS^#Va?h_tqYRgESlTot#}<P|a~4K)8(TDQ}w*yJi<9 z3*|iW3eV2Yk}SdYf?QobBZmzn_3>Z{_@9r$7_?cn!c?X3ewh#uY3HGAfZBzA=3g@E zGBN@50#eH0QU6GuEJ^I;JMgi8P7<+%#7i|bma_s4Ev=qM*2F9jE?^I`{Q1+~*@^gJ z_MQEa?Fl6WsrI4D=jzC2g48xa(25!kyA0iCPfdSgLeZ10`(TLN0Yk#q`T5UnSv8<2 zwzjt)5fbhJr|Y-ocu`QxLzc`_)g=S9vJ@CZ$McyHftC6qc#S`UL1%BGpc3f9N+ELZ z^TC{3dwcI;_fx{y?i#Q0K)yOB5?lb9somhreYE|T*7xDtH!59SU5HoRz!hQED5Hn8 z*>EUR7W!<1P?=xKkjnC==z*6$8t#@AmarT49>;KW=mnYGD$~Im5FJc;u1p<*`*|v| zcOmSm!`qi}elc&@<ls=@fk_r(32b9+tqj{b3!;NmU~urTFkd;~3XAx}UP9GY#2h3{ zbuz3Z_81Zo#NGG3PNQo#w7DxUX{wMUr!xmhxx^sHmG2;+sgM)r|H5kbzq-=4Zyg+% zK;+c)2d^C%mLT6<!d!OhP0$K_$Uz@42F_-#hkmnU5Xm6pby{Cz<ZGVz0(plJ8vf7< zIr>rFkMb!|kQ2^Za%o22Pv!!e*w=jtI^KXQ#g899ph?;a9>t)JK|l`EvcJFJZ#n+= z6fPly1qCa2bE?+_;s(h7VUq$3@*%Wd5U*_Tg+D(M0PAwz{cR@`b%#0NXv6;G^F`=D zz~aGSL?DjNb44329z2H68^`}~9{w-PhyUw}{GY68^ci|Y^=jeOYZgr?@JCkifkctG Hp7;L)`@$az literal 0 HcmV?d00001 diff --git a/content/GA_1_6/Report_solution/images/dt_4.png b/content/GA_1_6/Report_solution/images/dt_4.png new file mode 100644 index 0000000000000000000000000000000000000000..e6e31cc420398f2ff4dcc2586d3dd87191551326 GIT binary patch literal 30241 zcmagG1z47C*Cl+@jkF>iqJ$ubv^3I4DIpEgoq|$IBOTJxp;FQ)DXD}Y(gM=bB`Nst z%lDi4W{#QT9}gduJI?FOz1LcMolm&BnmiHyReTf*MWm=8tBFFP3!+eHow(TW3US&v z6Z|FYE~o3R<z(sZW$OAErE2Q#Z13c5Z)3*j`PkLX#>w$Ew=g#!7o)YiyR(}J50AtD z`~bI;s}&EE8pZ@Pg6FKD=Y~REGDZGFE0!p-L7_aN6=kKgpJZ(Q@Y2<?qQTw~HN7t< z!2JA?21Q$wbHLQ8P3eR6H<Oc%rQaL%YszXTCr2N?^{5$rb8`!ixZ@_r*4;|ndF)gs z;aP@mOj3%ktk?05wi{iS78f%TuJfQ}ebi#ZeU4&=U*t@$ME?E5!OT@gR#uiRxR;2O zlr)usO%Q&v&`g;oAtjAdH2r_P**Uql^o1#**TlggYO2m@#ao<}74!RBoiQ6i4GoRh zUW>4Zh~bTNzQ_0$e5q>2I%Akpt#2N@{hBLBAS5i@_W3jZ(&wa4u}m_~D+8Hg-AC(V zm-tdu+^VXoUX+*fh<L08J^qr+bo=)0L188)riKCU-R1T5w+TlD7k$%>9?Dft-`_k) z5p*)jGI#pXh?S}mBJ8%jDi&hwe@^-370=k(Iz?x1!u6py4>-rCrt&O$<5!0Z2pp&D zH5S+Ni;D6z3zS6I1v$iFv}iqjeI5CV3Hih_=5wuqLeGvXMod5QCMgBe-}TAXDL2~L z*=dErR=TaIy`&W;OBZmEmXt&h(~G67h|$o{(27615_*ZDEBWT5TMm=_;}a96U$dof z@$uXJ|DL~E$#7lzYy;h|^*i^;{8)FmIkm9!^V813!N|tb2d;VdHQ5ATaT`i2DB!+- z|GvU=Q=iMQkwT};Kq`Sv)%owmIkTbN-eRwUs_J)*d~JgiWja(Gll8YkqKBpW!Mx^O z*_QojnxPm@PEJprK2@gcvMVSm`qb6MHoMY%vP|<%uL`@$YOt%`Wr6=pMq2u7(^IdJ zw>p;$KX`T)D8EvFZ=u+~@7h57dwp!sqg34YG~560#p>4_j2Yh}Lt0^1*0Fs70RiuU zp=&xiI`xf>Yn#7cw!Jd;!{g-Sw4Zp76&)Ro3dqi8)PAQ+>bBh1COG>{t9YGO)RR!+ z@1NTjr|UfK>!Yf#m=eOx`-w;cD$TpwCnki)B<6K`dwN=rcNc!Htl%gsD<^UrUX=+U zY)iO)-<57<eLa$xPQ;`;ny%RJgMhugy?TKXB}_|o>sU{@-kTd^$|@=y-3<POFlt?W z{r17ZOIk&0a-N=^WebIBnGrs}*K)K=G@aeuWj7~lDlK}+K7Pz9JFOWjeH7Z-DyjSE zk@?z4$w^mMQd01C^BM7jw+}nVE6w-CwzsyT^{Om?&NMyMg{cXAjD|8bHNC=bO%hFi zH)3^lRXS5E7WQVg@7ZC);rC(<48BxCUS8fb-}TYb7b<L@CaSE^79Gg&@$lM4OCPzM z9c~)*oAI1ooNXfmefsn%zx7wf`|*by^3k+XdH15=^bqmz@VsP@pvMnp9^-9pZWi*t z5Q9xpv~St)>amrT`IqFItCKZv*(%Wj-ar15>%G4mTqgD9^XK+Z2EQ;SnGi-HAzhuH zn!Ig`A-DlAUSP1PrUhk+dYKJo-7ObWBf)gvnx=-Ok=mYVs`OZY_>%taRnCX+BqOPA z?i~;a`=0WPpKaWJdG!uHji93}>}zboD?43(vkBaqIyz)WN*`So_1fxyB@f@6sxxm5 zKuft}M}<vvHF4di&hbY(tisD0yD_sLjULDW3n8KjDQ~$D8MJ#X=1un6|3WzA5<@hd zsAsm_SlLO}llcxjF~2`oGDSRm9=GJc8`9jbSorwff8B0^6-324O~8;>8cMX^j2V@~ zvV=uPkFw$)ZT<Mv;I?97Zl1td23xo7#}B$Ywj(`9A}trEoLBGIVqUrwgG}`4(ko*U zYU*&9q@U0YX<J*4$r`)RqWiC#1-b|>b7w<Ld9t^Nm&{`v9ZYbUSwMj5ThaYNkLlCj z>l$SS!kF0DRE>ISCECl69OZ6yuaA|p+`UVOhKA;yMSzRj3ImOei`$*FL$y}he2Yy> zOWU@JDel3{HG{M87#+pL#&!>a3B~6m&g+;sI0PI?N+g(4)}!xI=eD=Yh5cYdqoaOK zIkohAWZtnG#YF|lMN-)uCf$7Wu%fn>%5k>2bmCQ37Iz}Y1Eu5Rg_t{Mhg&~5Q6%u^ z+liy^I>vZBe|@M9eHi@zRGK(By<QiRA_;=H2Mz7746Zz)QYz3?zd_Lsox`-UvQnik zHlFJ1Q>lM;;@Z5@Z2f!fJ37krXM1q@-GLuJ42$(^-YmP!Hv3|Uihj_c_urkDLkrmH zz5d$z5IU!VirsdA<u3O<hZ)C11+A`HOOarjLezf#;>C-dUq!F+`_l!-Xmu*h<Z`SA zv(mcP2K(TZJ7<%1PCSV>9|;WFO@H*(LNSgMYsmBr42*6_cy6SiB#+OwTa0PUVNtOl zdNT3yYE<!viasiakeqep&-r;UM6{+uA08jWiKZv(Q+3;R<!(E3Z92`bQg2(~qk=wo zZ8slYt*oqk9vmE8VctzFMdJE-^TT#C=fN4159!%7$z3ZOoA6)Xit?aax*t4mHhOJm ztz7XaRcrA(cir3`Eu|6vvm>)H(<G|1sZgq4Gq<pi=WP#(Oeu+DNtEyHEqu48n~!R< zVH@r2?S1}E_`TNQ(M#&v*l?a@YHYvrZ(A+*rG|xvOS!tbmW?SXDLw!2;lr{EoF0w` zZw~IctjLoDF-PH&8`*MbaT+&^JuElMwDOlaHycsC`@wTl8bUj=O=Dw8V5zW`lewhy z^{>*4KMQ-SQ*QR>csDruwgeov(A3n_<;uq7yzId?2uVY5{tYB>ASb$S&zvXqKM(#5 zdx`1VwSv|K0|NtmkEXG6F5@EuPfr14eDEQ<(nodNBX*>eLA^vn1T+4Befv^x<B(rh zlZBMCC-!&er%XzE`pQW+dqVHr&!2&i#+E0yH#Ra>u0DMDP~rZ4|GZ<Ei>F6hru)nN z6%`ddM^`V=i=h}jX9x)hWFTiz@ff}P^}5RR6Lwz;FU$RxJki8HbRK&i@NpgbgtW8> zoJ;hKw{BIak72r!q4DsP8=RGvmd+N(gw)jBfs-2qo68h}@p#iy!LDe!NSKlvNlF{D zEeyN6yQmJfcXhjagZ+ROQ22jn#hx9L(9_d<AFkAu7jtMA?|cs0m2*8=f67xlJN4zY zFY3v`DyapZUYXhgPr9HJJ*4|UIJ35=r6uH>FJBUhdGBEo6B9SY%j7<<7=#(I;G;&e zq(O@x9mK=W`yZ>SZojXp+9!0P#6$}Z4-dXbeyhyQ&5a9#RZ&rCu0z8BFbJzjL_k1* z<iG8vBl@cX_Q#W~ITbZrQc_aRuCDEcs_8~2gKpmnRn<$hafyg-9-K{9+mNFwG0JPJ z?I*|}419u2xHIejmx-UB0(w-eRYc6p!cu8B#;yHE8}ISw#Gy$$s$l3189Dj>#-Nk2 zMh$$Cii!$r2A1~Im{HNQlf8<{$|3i9zadCE8adKfkk(rE{<y6S{DiGvtXs*Pk&!XC zxR_5}DdfFp0ibK?sYC9VX+P1BvVM(i@Yk>ED(M0@2PJ9%xXi;w>V&YxYddnI|6*sy zIlr(l7lP#}v0x06il=HFZooc<7LB|!RM=iLG<cUeb^QAE>v(@qVs`EK&6_uOPgY)= zw+G=JZ++O_dzk`<q8-WakWm9MaH!VO;^N|t&yQw@Dokbg9jA{==bvi4eOP+Sv>j6= zON@GEW(ER4gymnDyx5eK<ImCGczn_)>&I+nJ_-vsOa{Rov`H&WRJu0$PH%sd*ZQsA z=jmx$$SfU=9_u@sb+helZD=Tx%a=o8yDp#J?H#;q{4B00RgjmL^sdiA>s;H5Apk$x z#p*e&Lg7Xoiy=1{W}od7J%9c@HZc*?-`~Ig0;Z(e@yFGLt|%E-S3YES-nJT;dt2Tt zZDPXcbF_8SbR^g2TOku49~lviKnK7$jRx1p78VwBknG269cZYy4R8UIR6EVm!{Xlc zIot@35kJMf#30_0A?(Jl%I0J~UGE~~ds@BR3<J8Mk&8KyA^ZZtAnfey<L@66C?(#A zTNg`GDxhZ0Oic~1uNShPZKi|dDF=AB(sOfCtUM_z>*BNNcdUN@yt2m;VPTR067QTn zs<ADguF*<iD}jESKswf~FhPUCF~0gz!<XSboUb?zdr-gHI*_O34_R$(?J?xaz0Ae3 zdr?<)n|$uTw7vkO+BP|Pn#A%El@0%PqI*3#Qlh0%q(<ky`W4Oi*)A3zAKwmquf4Mq z>$UHpUYU7+fB(=sz1t8=X;27CQ`Iafq_;F~e&$^|I-;=)pyUQaU|`_tP#z8d)+D<Y z07(E6Zaw}?!S$$?@U~@NKx8BV%xx3|ciU^cPab7uWeNHH5o*3TwR?8-!|Qmv<?r0w z97;k$0%GMot@LleAP|U*ES`wxM%ZwHvN_;wXE(QR{Dw{J4F=IIe=leNVYJV8Mh?|E z8Rr)i<hcJDPV*1o@qGDE`Tl+R7uZCou!Q}F#>QO8HM$?4@B(7QQda&VwgSr|<2LYx z0w1fd-}u~04d4mz8UO-=NgaUQP=GNZEXqT8BY4)ra_?p9$^Hs2>|rtAQ;O$|6mKMy zrQYb2M?+NmSv4pw1KIWG;$jd4?>tz;<JG(vS2|ITHEmW_Ruky7f})}nAP2XbgW1Xt z-e^l{Yg2SZ(S&-<`d(gMUbY^}#ezJOP~@McSrVjKGNNpt{j3+$;SV+$5H@OD&l_yO z=Mvf%L&CzsRPYmM;3qzI6-W4~C;wIh)Bp0OQf2zey#mdjTR%QHJ3HSP&h-VZ$4Vzf z5*r_n4pA9>OpMdBxBtfnuWOI4BhAeW0EV2~+&rH&k1%x2Gdfy?7XVO?tkqEBV?oO# zR8)tbDN}!KR%ZNuvGk6C%j(=zZ#}f^v#_u*H4?!7F!*Phy_zmg&!wfK^N61wpPXzT z8j5QX66tUqy_8(#SCR2M^l>ReBlk+XJG*J9+5e^Ynj5DG8*Nf4(U#6pSD*_~1bA~x zP*DEfJ?uoK$8iHS)zw_iDPE??Xmib!NibR2*ye%vX@;8dVM+yrhT?2ZH)t)MEH1hV z|M~OB#Kz|2A@6^EICH$dp`mSbG&$jeZJ<&?JMbg`RmS=HSAMg8z{A7a+1>Si`x*<G zR*vLEr2@7}7f;V*5!!?t&63!pBrH3-b!I_c*hKR%tAKC(-kL6MsH@1zcE&fxL_wD8 zh>J~Y6n<0e>tWP|tWm@r0Xb@7hjXs~jbeKrpPrh{eDqH11};G(V1Hwz0eW%|h>Hig zF4Mnd<l{R({SEZui<{lI!l(hG+e}Po4pX%^M=E7PiRCOT@|Rrz*?etqv!atrzAUdy zntC+}U;PG(le2_{iJ8t8*doOEWV_c%#QxiN#l-M^-!(Ngjb1L|#vh#~Nll9pM^{Qj z4P+*WkTDN40kwPb<jG<qEF=>L2YzyL@_37X%knrNaOB*>%%B1wO%u|IP#}-*jlcGD zW8<Y_0vmu)o#vS@{hEKzj~EcJ0XP;P4h$|aao13uJldjTavJCX58vqqM$rh`+NR{@ z=2jas@|g4!#jy)};OoAZoxWJ-F&X7j{KUj3@*I_4ptwI-TN^-ik03ZG$Yil6ZuQ3p zLABT7QIF~zP3Jqp5h(fd*RK*`$Ib}KE4NHg2u)k)j#<cy5toL8#cTaF8{K#T5+s0d zYNc1)QL5<zZJ$12T)&?cq*U<PZ6k%(+!=r`>-Fn)wrK$WevfYNd%*gn#+PWh)z&$f zyUJ*5+t>s&HSw39Z%~_9>8yULv!6gedu2u^=t#?UKkFrATl29pL*#HfU;Obt*!n^9 z_iXmBE8U|)6>3P<mp}|DHfZ1*$hsTJ;CGy(-rEmC2vB?9j*bp%vLt*;4wPgTX7|ht zJ#cN{4_unxMyE_%Wh^+%%mayNT$@iag)ut1F$$EGuTqizx(C6h(xmOV!P!W7NI}81 zhh+xg0RbokagP;WuK_BvlBQEA^#VIZ)QcMuW?x^Q(b;5?S|((%>;XHInZ&k(hE!m2 zfPU^p)1FK&0No4)5)S|(&!E9ox86C&51p0IeN8`|{%$~{N9X3|R6%5D&y|VEh&wkl zrz3>4-e+dg0RW3#KQw#qvig+?)tV<Cv$HzHQc9H&6&3ZcyvPANZW_jCGL$Qai;MeY z(?!r}Mi#K|*L+3tj;<~<KnhpHp9!^p`t+NEJuWaJ3QNEdbJ5jg&m!AU)a7rj!*G|J zg}nt|rHw*FI+c}Dv){Q0q^jV~$jf<t=clW{+p?B(S>&S^y$veOI??SMP>hU>C>SP( z`>+L^^HF6Eir~fGemG2D-|Fyi8GXE>rlwYY*Aoa39PPG`-uvn`whsttg-Bpkm>|&R z6<LQ9jzrc7Jb1InDi{|h`7qhtg*0x!!qSo%NdDMn+Y20ZjwECcwzs!`ZSnU<QW(fr zpQan!+%o-F2IvrW{ffu93$lL{uwQD(5I08bj#h^-0JpAAH{1r*C=7@;qnH>ifbD^! zC&tFc01dE_FTKFI#J}$ID`L^tF@%u%Ijl+^P~a3$W$a?^K0Cez4|UzN`_XtOnM)5n zSUPSSKNkoBY?u)-7#TJrcS_-A`vc?qV-nT#(Mx~g$8~k>r*WmY<qzv!=4l1**tSmh z6TQ!8wUC#SvYz?a^XjqiI?fk8e<N<YU}-cdl5EYAJ-Q|H9#HClnY%{$p$7mYgoUNA z_gJSAaGb_XQo<4x6y(yc#)Ygbu3u{(4oDIWg{1H5YJNm4u(Y(iBI14no0vA`E!W6W zULiN9o15FlcqN8;*Gnl_|JcmTDBJIEey+UsAGniY;JX!ohEd_QZ3KK7Ij0B@kd~I- z`^W>&f-b4w*c)M_T=J4-`{=0tA-dG4=_+6bNfi~sccrDIWMt2w14~o8cnI+df_-5M z`zp;hl$cH$)D>som|_wZlC;JWzdK1;2Z8EEaJI!O7K^&EiN(-;%Czivc0~YhD}#T~ z;7n8f;ee>nY)eZJDH$~zbQ{88wn{2r+V|o}M3Bmc{g?9CgoUH({d-U?=^)oIi;9Yl zx!Ks*tWH#2&l305pTi7{|2_@-0SA^|QdSldx=G+W^My0yja!vYDXWOzpC_<M^!EXe zBWY4fS2tzU>b~|3im;b2Wv#8Pn`;#E>9|%dXNciNns+nyEbXL7Fl=(@jEY@TR>eBp zk~{hGO5@=Vl?RxRaZQBR2fsYdjEf5dk*0NKrdi={s7hc%gD}_4n;v|T6^yumFalq^ zkcrbd8R+Q=h>9Xg6L3gdvC4JyW+&{8PX{W<$j*)j#3jvFseo)~XedR(U!3pu?R{-U z?<Y?fk!|0cpU(;`@e>GlvtyO--+%TJu?6~*dCoMnRKt$*g}U`6H43FSm{n11boa>3 zVG7;SGS;vWGxF~R#-BektJib~PTO2Z89ekjlazWa_<ELHdzRw8q`r&(emW-Lp*50j zV9fnWhAm;~>`Xmz_7ZdpVI&(9RSk!~w`Umu7`1_Zxwl#RBU=i?9{9jmb66NIY?%ER zbV`ZqYN&L<m6x$TsR`s?E0`+$TZCBue7paffrXTs)sV-Z@lLPi0~{P2?Q)~LWBmgI z!~+8Z#TS2QR)L)i72Rj(7lw1!1#Fww=fK+F;}cTlSKOWP*OYHr_FXBN!H#n;R3Y7d z`Wv0&!RNnMJlrT&J}~8)b!4yqBqJjOx>4l4v9b~h*%--{pbfN-8T&`Q_B+J`2$*zB zi5ZVpg4lk7d2~`G?O<(TvX*k&Ya5%7?|__!G_He{0skWR)!Sasqq0^~0E_-y>`geu z3+quYkw^LMw7vZo)lfTo=vy;bhnpDsb))y6$;y)Pt)|g1f0kEK`DyEba_Q0<c&H-V zNeD>AeBZ28wKD>XVGsaE1T{$dU5n$qChHGd`?&s+YM$6kkX2Nm$_z2ejJ`WSOV|Ou zL~*>{m7|5y!R?s~tGN6&%#KxuAz}D7Cwogb^xo$$?<TTq@hb~bgrufY3)qim|E|Y> z0bi;V@>Ee#>+8ecvfJkqP$f-GgwvM;?9<1$A7p70IC{b2@QdEzb<Frjh#!z`)G|d1 z@>X3Tr&@50>`xwS86NA?-0^TFr^L!Hw7t#2%)z#?xoO;RRnkvPOl;4PNs<9lG4+c) z`Ofg;zP^BP@<>0wB#wY`p4cR;jfuS9J7EeUP#w4;V1ETN8Q%5l*XuugFo%=_a=9GP zqMvhf0ifKQpAjT@-;<M*VoNXup|)7BiVcpXM!8Xw7$?rh8!eV4poO>3&N6`L0m6L8 z*BqHUgH7XHOGnR6UV&iTWAXl(4(1peGM$n?#+FrW9Rj9h+JztSY6NOlX&QTf=^40j zQ28t3K$`BX7Vr()<;#~55ge$_r|YkuJ$L-km}B}W1b8^Bew||!&;b@;%wyh&KnjWH zMM}yQz@j-Ifdak__UXqWpfc%+W%>sx4mb4dC#&%&jdqWIfk=%CfQ<!XMuUMo{UB(7 zdXd%<6Sn8FsGwG=s&O{?vDo3!+?a8vpWt&wHZj>mo-@6}@@Hj+ou1>9Zf}<>r)UN9 z*@yS;*6K}IhOJ#L@ZLDf<Dt*L+vAq8leDwkhK|e*+ugrsw;)pWW!<F#`2!KaQFC8- zS~{L%5jZdRQIC`x8@tWu82chB0?O?9;^t-)ln@r0j%GM_?tt7HJt%%g2odn>##^nT zXv?2{mjNfEqcSoxfByWryX;gQtLr9Xu{u&C;CqT%`qFaZktT@q?p?rCU0~$p8aNx& zK>%s`Yhlm9cQo?u5%r6Ed3m8EH8nNM_OJ3=XHRfHctgRVQ}!}4`1lMMJR%DsiiHzR zqgussNKY)CIN`?l?y|3gk%bjbP!LMgE22j5`x~2Uvdmfs_J68$#I4u_zx)=mQ5oip z#$0?q?SWf&Z`$W=y-{a-JM)-%stN$+4R2KkzZwpn1j^ipV_jW^VWex9?Ht1hQyWJM zoo4Ia)@UrmI_FAPR#iV;>Yto${MtRKJ5I5tTLQHc*{bv7U2_0bSP;S3cf=qD0o14R zv91TuhLSANZr00|10AAAolcx<^u2Z7=snfU>5bV-tk>;U(qt{FK?(^0Mz#RiWOb~Z z0g?Fb`VYWyyydlJ@aN#${d%9@9BNr&;m9_cHUBX^4GQ@SkVNKSgFQJtD508_GXgqD znB-%W-s~Ibx>W7fk5Ae0yZC)opy7vVH&tdneSk+@VWcc16cj;0L71@96t%u+#y0z& zA)Ms+_n7g|?QKK?np@*ce!?p#*nMB(JZRSMjL68y=*dc^SM`a&UUQaOxtgrg@>eEC zX7pQvV@9P>`X4-7V<aL}wG11rk0xdFFC#@cdwDszCGQImOS}*9q-RL=fCh8{t=RL8 zLV|~Ji(gu|R-sB8#qU>TE8-W&=Fk4@b~hZBoc#t(uxClw;|2x}aYt()#=h@O2Pi1T zG5J)MN7dRoj2LBXv%Qw^l$Gs@hS-!d^thA=#qWSWK8fzNjczqy{r422CK7k7N4__o zpP~&GagA}<*=5TSxTNP5hD8(rp}~C~Yxmtr3+QxDEUg%>?7fH@0dlt0Ee|2qj4+ie z5M5<**Y#;?Y8^VyWI_YFV?2&TWbZMyMAxzs{fE?1M_}M|{G4c9v)gAjHg*XyLzGMz zZNd_(9ba!=#dx)c52;Wtc;R(zIdifhX3HwO&HnzpCtqtkHv<SRcNCUv{qXqfBa7YD z*GG6wIeFw=orRs<qv8Ub)!*72lu#ao>O-8}jVGo9AN>D{gJ5myc;WdA59!&?v5Okf zXRFu0R_;vIU@Z5Mh6cUWmL$EvB~8WujsKm8=Z2ya6oa7j3B|#}p59yo?$DT+!AI9q zkqy#zxEY{{r(KG#UH0zvnEeQ@vomUI7Dp`uwKg&|xK2h*lB$Az|NealQc?&Hk4AVn z)MoC1#<|b6sz(Ca3G?^EkB9~#Q{j^Lq<n$B*R8S|Q(7j_W4)u0olQ{tC1BMi4~a`; z@HdmFD9z~TsGOQ(b@1=6vYKD|DC`_j=WK$g&>-?SMJP<O))e1hyoR;2gIXK?zHRq5 zG^o2HtX~Vt)kww~8Bx`w6J2Z3Dt~oZy{fRjYh)nv)YpNTnGVX<tk<Ma0uE$#zkje6 zbQQ8Q^YOwE^WEn$Nf<7TPoUj=q(uHgq+y~`hPF~p)?yJdjH2QX*6)oq_1Og!YhyS{ z$rLM-!amw*SHi-o!{BL&`B%^{_}tuh8_>u3<z(3c;Wcf?8O(t!EJ#X+n*~w9=Z;}L zLBQ4HBOoxin72;oP3lfolWv=v2Y&E^_rq3i@*?jt@hg@zG%WS0e>4xRt|TFCx&}E# z^T`43c#HA0K+qy~k4>89V6uv=MLyCm)Affg;~u})BpX~c<ykZbAJUSdIipE2^O+$- zGEq>~v~6n(h$M*3Afy#x_28G4b$SV%Ykq98cwonyzu48sRb<X9uSyz63Y$OQ>FFV= zq-4HPO-f2rK7j_AYdqkY`A%zWC2E-mE$Wt1?d=^Y1DP1}^ZC&sVXIMB#*H5`lNV_! zwx}<!3yDU4;YG!|B{?(mX+j4M*x9fZR4{321D5*>qS^ch(+e$V$<*NBKp(_Q((@;) z(cZnwk6L;#(%YYPH`Yx-h?JU1F(Dn&8^YC~c#M>2L5-_8zcWjfmz&F&(7QLyZP=LK zT^v61oQW9CU$0a@py)dAIcITyqcv*~QThx%Up_iK>;im<sNSg72ujYK0nu$nDCS*U zT$GD#L&isxDltzFkMG{^WSurA@65Ghx%AZdXvZ_f_jaTeJpMB0xtBjOL_$iLn%}Dm zg1p<^EM9YLDlXjspp+j48eH7mWI);QprwmTF0pe+yMvLDksnpSxH*aTCAsaq0}oMF zIQU>Nm)Vn){(uUOKn@s+(NlX6i$Nz<FV(-JlE#nMZ~ToHN;c%M?bEt@dwWqRAX~x7 zXXM4@MVsrIj$Qf#mNWvA#F7&^7}_E9PZe<c`upZc7-9~-ybAoBR1n=`LA|~*ai#Lz zZyB8>gT(b-OevD;(=|DFKn92;Nli^%QCHWEm@Bp@9~=Ucyyx!DkLcPUAVV3R915SZ zpe!QDe_I%duORB~Zy49uQbGu+IW-D1>f{rqc0eSi0_hF_PhM^bBKhcd(u7F4R|Xdj z=Gy8DvKmst6qx^;=%l^1Q}ScI?+8H&(cD2#K`1RKucC;U00fV6?GIAk1;mx$vlaVl zQO6CQOfB|gC%d(sog-K}u%|~MC?o_pt@PWmLfS6ff%g&@0Vl12B<Sd|zJKaReo{o- z^5EdI>XSVDuq~}yqqOF%lFaLu6-D_)U&8&t08FK`iwnE9D~oqkVnIPcp^S^O^DQ$o zvz>()iTS!&KhBX8z$D#3VU15dCM8k6+oN{1Gd0brx>Uzqt}6WUO-7wP8mdRcOCT+! zD*X-yNYN8*FJe>EBk7_PtzNF}+b`;lp5|=2a(}KNbj+fGGUNAZ3Rc)=AW@6Fgd<&0 zgh5I=U(0j}%|BedoIY`RIrbWB7)w)F*vp{&JA&kFDw0q*(SUL1=jWS1`4v1d?a?co zY%x&phx!(jcqLFMkaG~r3sgSiz>ko`slyC22{1{snJ9N`s)j&88RK&z8ahTnbm5M@ z{Z77_oRINH+>I$5?RPgkK*kMbwsCdap1F$%Paw`AMFn(pbfho}^NWr`Xv$Ihysw^~ z-j&;yg!2mvrsn1tQ17t+(fB)wE;gL7J(A$@RlRQmFV?<yF0zSSy&|N(<{TD=FE_ks z31^_(*AKWr1APpgD3y74^mkKPS^Yw7^mM_<se2==1&3c}8ID&NDwjjTdK9i0yryAJ za6PyYn}{hS5|MC3ohqNiDRb*KM3jI>b@{}hVa4hY*?z@0D!wrkZ5`H})SU?!?!uN< zk39~k5tOxH{r4^}SE3#&N0HnGs0JxD9t6oo*OT{8swz;EwMimrf^5ZBf1{(51xT24 zr6F77bAnbCOOh>%rzqo1BmF5Pz<}7Gg}9?znU0uLBM@ma0*_x2jfA{Pzox?h=t>+Z z68H#?w$MT^MNVakDAGg<6wCWSkY;9ST?|pUTx*YpiB@d*C?j=zyd;6<@WcOjL#04b zsT6wVxupE6L!X_Q83V*!g{k4;fF1>xDed@l&4PfdcRCzKXGr1#k*MncO42=S^;#|x z5=IaH$vk?p0Y4b%9Q4X&DpFPRUak7FU8NT9f5thPuN{#Yj`qzaUQ=sqIztpk?AZ+m zE?L=fD5WT*6Ek2#UWN=M`ZJA8P%zu}fy>jsem3Sz%sxagNt5}G@wT%@2A*vr6*duJ zFHw+>9Y`_1(Lnz4<Y4>H&>nFcqL&$Aaor3QaLA9oCpdCPut*K<ewG3?9_bJ#%)l^} zN2zKg6_`n?D_0{R!{$8KRrc7)M&jjCB*gaG6rY5|t7kv{Yk)-I;jKe?^R?_;i6<hE z7kXNeMnd}2I}6i9JUR+#v<kPhpUq>&#xo-$IYDNgsIx#3pX622jYkhNDt2~EOY)eQ zKf_`VP5B%Wj@Kwpa})OxwIbQu8d{urD2o}JikHZVb9|;u7v+bj;>fhGI<T^$TF%)V z(<h}<%k$J6qv<e)hx3tqdkwx8p+wSAlQiScu(L}F_+qZ<C_hU1_2(pVQ8iAA);JbT zc^TP6f&`k}cArC)cLgO6lxcaZEs0_?iTLet?Z;6g<vboirz{CeBQvt{$}|L|L&|*x z!~s2Xh7IU{PB|;=sbe#^wyG-8e14;c5RxWj&KK+5p4)Dj*bWIJB!+hX+(>FozS+vt zf{Ke1KI7CziJw!fj$Lwgjpq`3kzLjRBw<6{;qf&GF<IF`m^7cE^Rw3N77T*R=q@hv z;;DqIU!~p^;1OXh+V^9jw95$V8_*OL&AR8=RP&=j13`h=A)GEKh8E4|2>WAGARc)~ zN7n@P6+z;97mV?0JnJ86;r)>o?=vPMCIGo$2i+0WepXNv>3h%b1WU-9&&vNtquI^= zr`u?wqr;t6gplSg&R=Clg!g3MYRH*?D}!S)NbfTB8Gm(1M#c8|i-M>xDaB_$0BaBv z)K$a^&@(ev=tV@l?T!g-dfK@;Q5AUn#D$-NJUw^!2uCRiT~n(wm_Iy>5cVNQ7BM}= z*`)Rx*2A|hP)1>1V0~3J3x}H)u%TGVSy=I3-f!tzubBRAE7&5P<OwvJ8b=?5oh36E z!om~)@)RF?SNh|wSb9IbV~2iCDXdEHwa7ID^}t(KL|kPJ$ls_?XWQ$Q<nj7hT1qZ- z%?lu{p&_je!b#&xt*%VL_xMHu$AS-qv^UXW{Lv~Q@v!)edvo?uvG#D6v}`9m^w#M8 z`+!fOoerLCqgj(RXriJn7ujwr2q=mWh7NxORmZ{t#mz05#Gxr~F2cnXa4+gVfu$p5 zT79?uLZI;za>^N5RUHvj0c=)CL<9<8q(oQwTOmgpKOF#)1+)v(&dx58Q->I`^oUlq z1=;xQJ+F~oRrhM4v)iO`vhe+nO-;N{5AA6s{Ajyl805jJfZ(0EKPUSq^#1$Hs?~O5 z#HwlhQug*-Y$_=MKR<=Ch=~~t#wBQIa&(3-qYmqag6B+JD1V<F1uDP#HwIos9jt9o z6Uw?lO>IS3{bCR4@!8pmu-|{n<0uqjjN4u4=CvB2b>EzPz`&HiE9!PH!+M}iD&t9X z^_S21)?XzJV%=xOArh6aKnYH1cyU<{l*GS(_AhB_X$@sdy?7QQ{C|qqXaoe2Vk?NU ze*3o8KQR;qS}**rJ|@m?$f_+@ZfLR*{*sq#f-U*If+>-MGL-A`oa$%2nR?#7!>wT3 zZKE4FgkK+6vjzJL9{j5#a;)SU+}~SV24DzfA2fhqP|k}12#^OF@d<r;N(!!**O9^5 z^p78LAVPyNrS;o4u$NX@_P75-L@{Au0Z_K{oas;oGlqw&;pfugB?Azu=dkAD-*T2Y zP8FtStEg*yo|qUWi$b%IyJxmCTDnnfi23J3js%z8`BzWjqJjd-Q{7ZXg{gfWPEG<B z7Z=2D233w-C{>w5IrxN4D2d~NG>B8YAh7f|gZP;1ve2cVpa9iM`7F1+w+-xCg@p8C zPf+sm@}<p}|0h&heiSJ?xqEMk3-{L1VaUdX?>`-XT)j>zEkKZC<-k4VL!)$Z5>{t0 zfn+d#BhfJC&UVN}#Xr~x#tlNyq@YS&-THSnery_Slez8t5&>;(ZQx^Si;=hp15$r; zuoCJN3MwjnH9Q~-Lk-&5({teH6m+o)5Pqv>0j*gvI2szIyHb>7@EDSbHtOrOef0Bn zF{0u~WKOCI#!|22cAi6V5!0Eqq%+UW68)<R*M4cZF~(Q#?T9JW^WfWFF8Bu*OO_Gu z0zfv2;sc*Grn%qik#xq2UP2HP6jcCufRGP$M+uP5f<dD&gK8h3Cuz{^P$;PI$-fr& z<?jYB(v>==*)FgbxIh&Tu?2vcstt;I`91^|Tt*omW85KOAq`rVfZ-y?YkLM}S~8sM z8VLzW07xZ_V8B7e#>NJK)1rUZ&(9CBaUgXjV~CI-aU6rsO^7f9ziaWH|5X9ZzW%^^ zp}EnUtz$ZCVPVB7ar_N>?=5=mUL%f&EZ_dLJD;HX>_I`Anm<+7>0fPWX;ww?D>*Y$ zC}%c~#Z0poWZ8qhIjCyeWHz>_s*{*F@i=gG1~-PhRMnDYMPn1RI2~s#@Za!~ktG9Q zQy3HZc+GgB>%Z{~5h>+u6~~_HYuA>z=Ev(Rt1Bt4M@LJVWY_mk(l8I-h88A4R=Z=1 zDo|3SQFh65Ow$x3AR|R&0zQWgCl)#c2!ulh{nm9MFl;j{Yap~gd~I&#E~MaGGcby! zmKEI()GF$5U=uvmd6PI!i;G~110Z#&WiN1`PNY+KxEC*yHXjbGR{<S5<6fz#<dXqO zj}@Sk%4Jb<<@=esS$7Hk16{Q3k%uKFV|R3fO{qBMFDzqgmvT5(A&nxBD}>T;F!~L{ zt2_G%&}yl-+pgb{qs;<it{DJ=)WXYWQ#}^LU7FLu!Qn@wq{CfOvYps47}X6Yb0Lro zfrG!*2}~C(K!P(egFY1ab33Lk>Ag`0v~+>kL>-$w3ILIE&49S4W+hzjB<?IwT5`9% zW>b=02q-L$9_e5nK&N5M*nJj95^0&vGs6$40syCBJ&U_M5~=iub-ZG2ZIZq5tqIp# zcNY-kzy?xNDpeA`khA2prK`CR?2Y7`oet4yAVUD|D_oiuuJml3p)Y=*yk@;BhcIIw z5SLUU0s5NCRMrL%hBnUj$FWGdz6U8FP7(P|@VNuwtJkmVrJs5VkWeDI&7wVJI`$U{ zW*MgADxyC4AXD63V<&0GY+{2qQp)MUpU42vFCPb4h~o78weJ}3N<nhiJDS%dtaDVP zBO*<`0ka~4oCZSjS7waNcOfAb%KVrO$qXk-_Zgu`FAP(VhsW5|yU824=yP8V4NUl{ zdGz6@CZTLT3$)8$Z0BG*hD}Qg(8?%AnU^Fk8qmtOR;IbG7ytcJ@7YTNL{lJ!_ZGbV ziaY;&UjGBxq3S=K*|EV{0KND#@-{%{Ep~mq0u2ErG13`2*ydd^GObbM|Dzkb=KeGb zAdH5&!}g%ATeM&lcsRYRz`oF4aOFQ8brF4bMZKg$oOWggRzmLQDlR}ZM>pgl%<z!u zan{Gv$YhDYWWA(GpjqfbzKH`v-2L2xil!s4o0#nqazQ>H$b4N8+!Zp_r&D}!K^DBc zk`JloeliWDN_T}KLnEdTZcqf9j;`(%j)(8Uz@@}2E^c($g_Kg^aQ=?~K#I1n=~{yi z`_wvR^RI!T1+ku#fgvVGCUhQj*+5`+leG?!a24P(esHeBSQ-@G!S9FxYA_=CL%{^> zxqEhl;Smwf5r@YI_g|VCv-s4)sXmrwu<IPx`~*WU{To_@;F{Y4SS?6d?jd3as1`E8 z_>^BicsV`s_BI8VE$G3vIb~H&v*Lu*e3*#E+`@tt{EVbjR3RfHBj|%o&rbM&5AxT6 zX42gIh>7Kz76+5)Gu>yc7Xn>T$Z(UJ9)!+=5DdJMk(n7Pd6w2=Wpo3tC1Q}GEm+QP z?EFFO+@RI&939C+z^k;M;Opq@{Mivsj+M2(yo`P6(xv|XzP=5I8GPzgGC@bl<TMV? zd!<H(YtE|<E}#L~Xv8JZKw1NvA>u0o(Y_O8iWi{rBXteLoDOx<i$DAK!Jk;#(}q~9 zQ0i~AOVDG82nmCVimoGtXK?vZoz(Qy3%{1&apbo_?-5=dT!oFte3Or74G$PPcrOvx z8Hf-eNR3#y&|`fR3R)I%Wt_O^_hRUyz-g6tYS$e8)W^pRaVg;AOIup9A<sojnsAB5 zI_>^!B>1NRrP$J6mvH)~bAv)|i$$B{_wQ<7!_TTY>a8d3Sg3&arZUC4Ga@--gKi65 zw*+s$*jRgT0~ppbUyr|O*w6nrd;+&{)Dt8Bf>&}CY{*cBiliN1M^+0QEuCPLoHOjO zIS}>Sz=azv;8j`jcKn>ko+9F5n{^Iu$>*h|n>5|ZWSS*kYn_aB3-cLIr<``{HLn5o zx@j%uCziou)KPL@qSL`cm6&wse<@7k%gc9<(LY*TymuM#=!1QcQAFe_<U2WW|E`zR zx(%+^xQ#xhtTg<wMV<(#gq}iINUlKr24Yl(Dvz$NuJ!N9M3%D=_VJNYg0@kriKA@{ zF1yUHM=N^bz9M~vsxRIsU%sJJK6<iFjeqguD?@UP-|Cx;goK2j^Yfa;i-kS?nv<-! z=*aT{m9cPetVNO0pu(b}f{Ti*ng>CkfNMb<gMLVH*|*-q+W~!1J{pAz!X`3ln-t9a zHnq~=@W^D6zvpNp(18204k6FIV=o#1|0&V{R7QLg09sAK!U;Y%Ni#EMRJLq588~Ip zP{<{V|EK5@-*jo1=l350un&;QOY8sM(<J=8rbq{NJ9fp;R4&~L)cx1ua$tNGyL<Oe z9r)y}qZI*A7#L(MyMVe6Q~3g*KEKT{CJr%eD^xm$3Y0Ii&!GQGXSB9tqq-`XEOcd< zgS%5wR-f6sN?Qu4{I2f;66f{Y(4_;4wtZmJLq-<s@E9w{&lgg%0|60M`=`!=D{S|Z zMXrMIn!y<K@=L7)D&P!AkUo8-JazzbaH$}NExh;OM9mqg$94q9s{ISO=nxIX=*2O! zViJ|!7(SXeQLqwv#QRTnwh&`xMkV1tZ;==_G=$vgj@$!7^k@sQEJ4K*&{>2?hD%~e zT%yw<y@GZF>GdTE<XvK=YZc}=C`l7n^GUFcjj;S=W<ezGmt@GByu4<w)5)$0VSW@c z`9?w7gar-KLW4OTc4gNd&=x188-D1}7iG?6h9uPW^W=|!^_beEkb;DfQAA)^F)qaD zpUMg-wJeIdsp>cZs^Lp+ZvV<OfRD6+==JQ}-Bx%h;(_w=f}DP?A*hN-CzPb{>}P8i z0`~D7M)edJq)kY&8K;QIumtg_lK>J;t{|io!l||wl1lh<YaE_@1@pl&?cu9LFmay> zA^A^H#qKZYZv=%z9D#OFjC(x$oRB6o;IdPHIud?4_@Kpl#~<k21|)wQO46?vKSA>2 z0XEWO&9O<441|OgX$TZU0Tva9A+MSxP@oyWs3Jg=r!G8jN62(~uj(!pEtkN3B>Ql% zLYrWN>%i=uqJdiyYt{-%%gd5qlK&A`4aEKT>A)-@QH9Nci}fyOQ2%BvM4n`PHpF!S zp016F%!ok)`gA>-uKqH=y!tMZ>i#p08iPvH@2LMFObY-?m$xs`CkhZV^F2YnQ=u5K zr&U+>gn^vJfmYUH2l{KOsEC%E*SYzxqCu#fDKdW^P9C6i4MZD@ugLooH3aH6IxZ+F zIhE*$sLA~OTPO85)Svx+1Ikbw8sL|ZU{%cn4j2IfM?t(nL@5g)A<PW?T*oxX^Z!&V z!tP(+T7P^1swJcuvHBR9YZ7F()W;^P?b#1Y8GTYk8p5L}&n!tvmjD4$6ALJ6NO3&G z1TgoK5R`mGE5hi6#r*UsbbjO%#08%_4F(3+X#Z_EWET>GEIWPe`&$fgali*5F#V*I zP&cB+hL%kK?HBk-@qP(rt<&W?VNPC3+05yTyPStjprZj!jyF<yIlfXTiwAxac$mz} z0!Dpf1ZU7|@tX)D3xM7pKn2RwG$1&*x-#}>LN5X~%Arg7MQV=Yta8Ed&oCqCyCNr( zl)(};Y7*JXeDt)u@G%hb@@vdPpD@r8)_(w1iTaX9e}93pq*4R|1KXg2H9Sw^>_fh_ zC7H@MZ}xUAO@cXh1)k|nf$y>>9&qkZ425&S?ighn9FR|-1OZppa==>w5icM;okqlK z>m^iMFF%?2KLrMv>U<BJOX$75^A$!O4EVY2W<_SqK3LEO+-Nfe%Yl&VA})|$gdkT` z+=5#G&3hSel_D2R2iC*+cxLA2h})TvK^#%2eO_i%OGD|bFsj~?L_-61Yp%|%S9_ga z#i9w~;F9D6goEG$Yq<W<yuxKrPXdMzxU@-+$_6xnxV#bb1Kj9Z6R{XBEPd4ZR6ubk z9T%T$+i3<9u9+AZ<VS^u5r*XV_J09$6+Y_5gEu3b|5rI7@)cX)m%ct(OUuG#7clRm zBy-f^w>77G{~hCxMPv0I1XP!~C1bzD{rK20{<km|Oi89YOZHYc`}mZMA3TXB<fA36 zf9S7;&4jhRs>1t^ml;^=?UcoPB$$Y=4~o_IK*KloHh{D;ZG4q)1MW6#Y}i9h0|j`a zAuAoA9b7+5TM+?!c12CiceNd!@Ru(~dOcLbw+}aq@#Zv^J_|V?@6Z?`j_DACftsd| z>dTXN3=C`VbrO|IK6!J(i-jTJik{?NsjjY;X0W@}+YfdW7cgDW3OQ%Dnm>l?E#1!< z7e6qdx?&h&z*lQW55AW?@TtKql^1z=3y<z)rc38Y0`!xXk=Y+%)Nr(nq(Va}9j*m? z%F$vEfcx6~hSdpB2zP#tqWtXVacb912$$?RkVN{{^<mvdiV!JQLBzWP4g?Z9IwB{h z?J@dwxE}<DPJ^@f_;?dXM`F0AC)WMw|H#=1v020$KL}8_*2hULopc|9OYPRGYnd?v zic!J^-Bl*4GM2D0LzNJUIMs#&at+D(GTLA`gfUh+{tyA}1_wY1R@OHVj>H}q!bF05 zcscaD?#9%0Hldjr$*8MvqPw_msngoLibWv`KWK=!uz}$!qzPP3(}l7YEiEnFAqj)~ zi%{>ji>8+F6FWWlmFEpBWis9DO9Ph1F7T070@UWxdyfgu#JKsJU(?lN;%&#&41T7r zs!mLzUtG)!0Gk<di)RxgpyFx;!zuU;(V+_7?*Onj&HVr0{}ukJH7c0Vxfg4gdjQBh zPh9n2R3ppIIu~4{8EpP9tCvVvnETde%DFD0)^>F33C%U@9tz+FT!x<?17CUZtv%lF zKgGulq{yuDDbh}ba-M*kG*z5UFyA;MDW$sf9#QKs*^>i>ca*HTW-+})zwRsHlhECC ztZE^$i7dE=RLA>4h{S|1-2dPe`GqTy=Mqvl;<r#5FG&eA0)}+3(#gh7jCTFsg>W87 z%cr~BEdf4Z66yI0Q&76?O$dl9hsfoGG(Wn~-HOA2`q3Ef>v)wPl_vN~goE$SgEw$9 zLeiGQ`ByxW3qS*n-GVwWi{8blat5>iyeuP!(gsQ?Uln9o^;je~{OhcZvHsOt_E$)# z*vgKyDw&;k7;pKCkkbrj&YA3H^%7}Rb}xohudiyj@P0bk@9dTdK~+|!eNPW}4*`vO z6@=J)Iz7GC#a_uzA@gJe1<Dv;@==V=%p4igaLHD4RC`S&5hJT@&)bkw=XLQ>_x5dH zk!(%0CLc7b!H9lM*;CCjTJ<-HDdQ0PA+WOoW;j?*R5IBzsARFS=bGCfd}m1T&HxYc zIvpLQARjfT$)qUwP$9qo{c2R#OEkXQo#7_~S(KsA$Q2P604}J?#h7TijoP&HbaXe% zHkzLBR(Ri@`^E0zu04$u$xz4@ZtA$FM*&hVI%Kg?R|T;jz9TskA)!WxJaDo<ALO^u zr>4yXpT)l}Mq6xTsA3Pbn(b!t>x<@QG9mfyHkH^K1?Xy-@qh>8aqS#c3?C*R6A9d* zd~(QTb+*)9{&Z`IWv&Bn*9XkG{uk_QBC;XHYIG*w*eY$_Xs{sZ6Yo|7?*pZ4U*BJ= zaC+@ocKsE`LN|u7U$0(BZ$%SGA{vz)i(T5AGnt~5l@%ms4C7OgM{84&F~&z3EfVS_ z@$TE9#T7zk5yj)?uI6u&xhc0LF0LH^x;|Q~zMEqtxxe;cu9rO9LXjPLR)tI@yUzix zZi~_M#VQM%fcD4wdX%5v{Ne5bqPNEbkc@a(N+wD+_6BRD3`w!4MgQP}HWzOLubgsn z*b(qfKq;E0Ei}1iQN2+m01sA<DylJk4ijM#Y#{S+jHXPdT=kHjAIR(s<_eF<o2-G_ z!}c_()hOFJIp*A))ZDIl2}_PySZ@@2Zx0GK=Cox31*H`+F=+Vn0(MUMyuOX~vXL<{ z^{tN2K8}!T@U|~@CE8El@Kff{!nXdd1ongc&O-KIP?URiUQ-X(0d9Gf2|ah1lbqXo zY-64W`cf3Th8OGB*ri*y6Zk2ZdtEvb`4g2YmvwVcA|B|q4j5?ylngw2=-{+*-^8aC zW%I~K^qrIl@Vx;n-t;?XB?|6g{HW{3f(wdQMqm2%Wbbe?5a^+hJa7LC=Tby(G$U$# z6z%sK+D&~FDe0e+*ikSVX;qp9ALHbDyOoWoVxoW;EHAg7pGg|fs@J|7Ax&+z8w==7 z=-d=`L-CZu<xT;L^Z_0NRP*`64TgHJ@+Sm@m|anD=U>OGW`LTywZRSC7WCkFsbpin zOQ)brzHR)GvYO|%R)+jLH!JYxw+?9t@_wU%wa3@yFqz<UnF<gkD`FqsVcbLmFJbHX z$XVJZj?E?Yp$6vDk&QfI0XA`L?pp30*PZ7{4M{;72}AE|v2904isZw>O<nWso}&n_ zvR>>v4WVDT#rSvO%>#^N9-Kl|48LPE-D-tD)J=cI)tkk3PF5smo973&quNP!jt{S~ zcHCpx9mZpw77q=|r%_N*mX0qC2zV;F5H8%!u!E*#fhw~JP`+wX#<56X*i86NkELvC z?EST!mcQY5wCL%bC<JXTC(vk-P-0CtUh{jpIxP487UUxT-oH%Cj)Z3O=5vnQ(Q&`! z(NV*czbevgjy}7IYOiH0f{ZQsZAmpQE)xyqT<IZY6FPijQ}=2Cof6A9%atwXv6C|< za`hrLHP`*E4^SSOq~f9aOEobbHpMrw9&@xynvkxT5OA^|_}U-4%oqpz5_a<`{uN=e z<3;jH@AYf=1?W}@1M|AmrWp;iQE%8EUh(`wC**rIbw#c1WZ_I0=c#zh-Lb>kJ6-t? zL;6Oko=4r0rrDMW5xbt}qN&$L<msF=m6z4Pvn=FsdG=eRU@GBwmAt|7^4?>UZsJ{m zC%3+42d1pLZxO-`T7hdyPRO=ZA9VOub=}17ZQZK}ZxX}m>6zGW50a-nEfIE$s4gEj zN|+wk9d8|IC)WGSRX^F#-Z?7g=2qh&cQZymZC{hJ1Xfo1nX4FIQfk^{=C>m?4Aj<x z#?VU+Znni;+gD>Ivua4^Y0z~<b(%hU@sW9~h26o}(0=#m@A>u7dK4JQ<?OC{c~T{$ z@|t%Lce^cz?UP3_T<S~1dbWr6K9s0!vVK#@)9-rpwJh0p^Td3MO8wXLjWI$>De6km zgbFZXzx-q$|MaN~D@#p$XXg#3)!2K5hTnt}Evj%u9E-2&wz{K6Y$2OoKtT7Nir76i z?gdf<juGree|*V5!*?vENJh9GkoP}J&vAX58rz?SWzfjVCQKs`mYIKvj?C$`Ke2W> zH=FR^v)AJX57pb{^*=3kjo<Y~4+@Q(60wih#N(iCc}g2TNH$dBdL0#@!X^{5L;oc0 zMB6PRwU6-5v|V<z4qbK0SGKV`WZkUoFpKZe{n|EfZo2p$d*D6~kpC64W4z}dc0XJm z=5StXUZc!Hc&_%zMt`>;@7bJvf5V+=+w5Rtg6bW+z{1Drx%nQ7n-nPOqRaAdGcF** z{6@7JNypXXMT^RWot>Xfo^+z3CdbZV8)x*y=jS)G9RA?k_56ba7bg3f&!|3i<31_A z*kZ#`D#Y;ELYKP4r7=}Vdn><SeDIB>D(k~iOy$scZzH&HXEL?mkk&oAJSz0}mp5wu zRSk61Sz=Q>UNa#!F%6R^G(%iQ@bz@Z^92I_7()lcp=x`r-O-ktwl8T2sy^VEwd4}f zbm+fxTj`iO_+_U0U}az)oD-E2SAG#HkBy(7*NtnG`FJo2>ArpC7kh{jE#K@ow418j zKUEV`c#3L?_e)#6$DOe7!*-ilD>Yoi$V0vREwQcl$n&UR)#kCPx@w-`^)D8DLQ^82 zCPu06+_kkm<fOp2|InmL{wd6drQ&GRD5Jp(8#zq&!+L+79LV=PcI~s~#W3c-m?u&W zc$wAGGX4_Ga|TV|eB|<wEwuV=Yx0GvavN+fa$6)BahZWHTyRLeS;#&(ZnXCXC6F*? ztLRc69J`a>dMaQMN}MyxE~zn0>aod@TXr8qyLgKBy?zbKcvejD?GnvLqT3DB2Ac*y zZC4^}%f9c4IXO5+m8bazuTBjK{h2kLzW*U+C-Nt5%MHH<T1_k5<+}7sgw)J4^b**$ zj+AyDo*N{hHGdBho^U?EUme$YHw6E$fC{q~X}FYTz5)D`!LPW6W6;>#uQTEsCkZ(N z2AZ%8KOGmH`nNnb3MDMAJ}wlh#p~3Nv;3s+b23+?x5F|TYO82Qex&rqMpMn@r;b}~ zOQEkcdK==G$8R4EnCymkuIiU^rXBMKre?UIrHVlY5T5(WR5?oowfIJViK0TwVOHK$ zuIKmb{34c$l3DJG-W|Juv8mU&8(P%Z5q*iK1F7g%cQ5<wh2ZJ@(p)e*lNJh<I*}?A z=Zrp7mq+R=dKG7$I2-)vY34DrccYyy`9*TqG-eytJ$BaC1D}LhZj}xB&T5=cyGJL! zi|Z%v{SJ%J{)fn!OUV>wd06*I7sc>w=iaL)DTgGY<=e7#wm<mszMSOm3sLc?RZz~+ z2h>td<~jt|TI&|(EMJjXgz0w#J+i-r2E`~YEUr^EvgY=dSHe<!xw|j)Z7Ju4&XWJX zai0kYt{%xbu?q=ZZ}9#!OYRdK#}bHhsYAoY_+w+pf#YXGS%a9?t@IC-^$TXY>5(is z@A}@wW@QrJe|kSC`I4M<gL*Z`7(V?WPn6K!@9#gJKEZgn{1CdqbT!!~jOVI<p#1{@ ziylRl3*o<)E*cnTxca$B^|>hw-*`$D88^T9GT#a2W|#oao6h@eP~@MF-DB{#xNdRN z)YZIi<Wq~N2f6{lY}~^fZIiQ_O<g}*;aY<U^k5}4CwV9Sn^P31uM!m!wogazrQ<uO zPgYiQGmk~SGI!F-AtHNy&1_*Qs{XYnL!=sadu~GHoW*94*PD+ogmc{H?7wv0Qzd?7 z`Zen2qkso*JJ@orDWkq*bTLYiIG@hg*f)N}OXqfK4-X<wTRHu{5t_WDkB$oYP7@MX zgOi(PSA%{wPtE7%z2#rfgznR(;ur$kx_)m5zt-qSM5#`lG<QNCTsJuWus-X236E6N zcrb;D`+lWEx)AC5%4-ZTS$jB#v75P?zvH_dDDjt~j$k70SbLtGOQMGM?Lb-kd38ok zJcK|-!#J&*v>TK!O?WmBXL&K#2K*scYSiVD`0>)N^OVYK+L8$v&%ErUyKEQTbh^Xw zO!@Tvy>1E+9mjPUMbqhoYkvOv|2jMCsH*;T-7mT%l?LgwXlalV5CjS7MnXzJkS;+w z1OW*}<cA0%At2q2lF}ft=mzON@A~aM&fWWrd-fgU{=rxdz{#3(&H0VzeV@;x={(Ah zh`Rnxvkl>HI1v~t<R2{7`9k2-GA{GsiYV?a%7|}lu8XwXOO~luW3Vf57#k!I{Q5r| zLQW}*Hj$$F)ulu^WNNc#=escVlM<JfxA!x>dz8C$IU`{8P1s;JiW)h6z~D!6I#1<1 zz`=HrMEj*X4agd;)Y8pO_~K`}XS{=_weJ^;tKW%9;vOM<?GEG#4{55R24{5N>V;{~ zEXeLWs5W`VxQT$7KybQFD+vGVg?-3izSi?E!-Nt~_oOW{+Twl)543S==X3U;C8l3V zm%0=4IkTMKkq-Js?+=|7ZPapaM~a0hNJb;Vd^I;&rvtx++-m9y&D6|(Xk(HqF}Xg; zN~C`Yo}9DaXR}+2v7O!Qb8U096$i_ypXxJ|)ic+|3lx=AWzzf{w*3xYFAL0>j82DL z9ht@_BwxBTGbv_<K`4KaKK%5cdskI}U+k(ufqi4v-hHZT0=NOXw3<WN+<Dd7_oq{R z`>SNu#I<u<U#Co7fjM?zobphBh<c3L<Lw0rf!fWMrmF<A8_Us~7r*;U6x1-iFlpS# zy^2|qBhMWV)=5zn+M2{_u}gW6btl{{9J=jV!iDdF%X(Qk?3KB*k1@o&Hl%-jQ#BEB z`BuTbq;*@zL0d){U3u({jE}OokjYq7H^Lrg^rMB9;2v&$kdQaCnReDIT`?hBGE<XM z(wtW6`UsjVu&TLlUMoL699e&y_vUEh$cb}Tmb&J&xBAHZkh0@v4<;i~isWu5b^gY8 zij5m(*5<o3b!@(*Qli(zq(;O2%1#>lyGSqDE<-CrmzZrHk<?9|W)CuHJSv{<Hh6@` zede=gEnqZ2H5FQI<{@U9apyxYK59<?<o&RTGoiDuO2&>|C<Go^fgT?h>?KK&P$gCN z%o<Hk@ahyP_@TY4eqw<H0fjK%sSYhqi!|ALhB+$)_9s;5JE6i%dI{|2iDCh=FNiWX zx7>I=)=Xh;A-;oi=SrT0Vo5MsT=_5B+SJNPI<tl5qV;!AD()^`AFeGY`km+YvaC|D zscT69qm8`<dD=Y9!o+s3$tG8NRpi6l$!p`kqS8A>7WhPxT5dO9ToTE|p%HHCAy2LN zoh^<C(~sw`v<cDNF#D^mce<Owr2L3RC)7y(=Lf2&0x8sTc<y)jmzK;qKR@A{k?qS* zw&v!=+?dkEINUn0)drx|RFnp4iNVRqlyD=0w`_ZS?q8e0GXe+$8RrF*2&n>EtizXU z>+aIratKbq<9IYs#p?HT_o`!TP4w7TtE}L%=esg*@$Fpg&I(sAi@s0jvqmcoXw_ph zAQK{Y^jfU9FB)mh{9l>1=8`LRs=VgW?@F#(TwK?49(d5D14}MH(UYsGH|>H3rjy%B z@~u;s+B}{&5{o?vJH0ME=tr**5*3<}kP+OUdL7DgriG?I9V957vykeA&n28M(sq}M zpPM?I^&xQaMPr`U4>d&XL_6>HQ0K}D>4JEao12UBR4w*qnEbVS+oUcE%B$U9k-OuO z=1ijchK4;;*F6r6#FhPnhn618VpC&d6SX8}>hR=G@eB_vhrLXcEr@9)tfBp2mhws+ zk6UgkOs+oqd`7aJUZTm{bS?2KNEn5cG%L}uvBE|&?n2K_N(cL?-f&Q>ZJ%~dlYSG& zoRadeXo(>eCV7F#jnJa2a#a-Pyg|UAa)HA_Ou+dolcTS$w)7q)hD(Zgj#EZ7VU;fr z!B(OJv0WlvvSEPIFwP@KTUCLRPh=D=XZRr+Ob!j$3Imq`V0x5?{^m%Z_n<l}C*90F z4~S|U$gY@2*IGG~G_?+W>OQn>k;c%vK&(8%b>uUUHznwu^`d*KV&@3^@jIgssot~j z8^ndC`;|k&R4+)%6{g}v<<MJZOJRTD8V>Cuc8n>hw0B!(o1<yM*C_Q2C_TEWBG>x( zYdBCF4PU|^0;t))uk5ML8?HwRlOo>VD-_}*BZd3vR*ZCyd4dy(WnHZJhQFo+)f3%n zag2RV*HsY_?0?^4n+>O7f_D2)P}eUEmv*F)ozokWEes3{@Ye)_G;IdB6mUo%--v}m zHfYK{cN|fgva>I9h)i`#!HL&+UBP&?m^IJiN-_gUte7FYuz;mP{?EgV@9GLN``tw9 z!}$)L@Dwx(M}3u|;JB)0K2)i_U3wVIXMo4{MxB$~rt%w`%#V<dI{U^7y!D|>NxKtq zBL##d4ig_ly{>h|N&#nr@ar2_4YHrIvP{*^7+?aH$<<Kz-A2<oKebDeBf&(wkBn`Q zam-9<=WY;0q;#ohx#qqy7WB&WF5BGZnoSV<4#YGl%vvJ8`5&Rlgp-+b=&)GgXV}tK z5_;_)Vb@lv$Ra^?b3YUp{>w_{z<~iFokXqfhTC^0<+`V|CoLQ466fu856q|H5=<Um z=*Gs#+MJw+>;!|_B9seWeD`>w3Pylg0dSQ2V1hUC{JHQWnUtPB8c+gIGDr4GUA8oZ z5Rj6Shk%Z}=>4~I&24p1{8Z<wK9&JX3L4*o#1Q|@^Ow=#YjJFvO@>%k{!m8^-*&)< z&ex`$`MI}#7FCPRg4IuLjPpcjlI(HC_{H#8Zb(i-7v%ZMuh+<pXbE|H{JWM`DJeG4 z&Z=xw8T8!R`ISRjD6wEK1HnP_)-A)L$`%J!?s$@QswkxecH8%{y<wrri8>d*XgL#Y zPFg9SRe6!)xvkEO2IHk`^)!r5*2hMy4L4rYUz(mTle&xjZoi!B9uVI;rCRpIUiPK= ze8jnRtmp3D!Ksa(^6(+*WrvU!Y5cp&%LgYUIVtJYdkJqOKq0_`;<Hh#kT^M?18wsF zfdBxHW?k>n|LTO05#yi04+=1*^_rcIyhKOn8{znU7NtpS|2f>XAN~4vm);1tO^bKB z6wcfZ?yOf;J}6<#O-vydeY_fm7tQ{m%D^o=>t{FBkK?k<-!J7;_(&}IETudU!orI5 zqygnOt+UCjepk!Z*<KCS$d0RZVo=XS*C=;tkxH|+$Q|RN+vyRRG=383_+;GFY|Ec9 zfpT&|<6<tB=k&}KHzuY-(wBzQq2@<1g8e9^CsbM8>@xe^(G7Qzrmc0k2tL(a!<Pcq zKSj2pv6D5S4Y*_A*KX}Ampz-$pVa*4#%kRD#j#=Wrd#7qo=LqVpev5MmcHian<n<U z`~kd`=;<@N-SOSn?)G}h%aF>SbYF%o=YIci=|HweL_VQ#tvaKAYM>Muzf3zy>5Fm7 zEGcr`|J^ykjfaJ(_1X4Tt3Pk?id?t1lFnbWgLF)7T0Mme8-#DTFvi}A6$yJ&00v~n zb#FPk>v*@fHM8mQ<2Z*&+{jh)ptJh<kT7m<e1s{sh<>}l+{<R$<>z{6Vy#v)$tMjB zfzpM>4PQ>~7}pc|aP_RPrt#xYV1M^mnBYn2-MdkWza0D+?cH`HGa>CAhZY9w3+a}9 zT)OYRVPp>u?=3D8<D$ot6*jLtqPa=7h4Er5g5W2BqDr>vL&sA18&-z`cGC*WbN)7( zMESi>8y(g4@bXfofAuh3O*FP&>^=sf?txR3BPBvFG$x?By5)8M1WIqRpp9;=RO^{- zxzE9q)f#1(@PTkjlnRXio#(L6aMIgdtw~Wej!ShB3U1(u@vy`=+iO1cAWPTW9Vzir z({d>Yb~5mdJnG#vUu(LycVtVvUbT-2CS1*&fK1s|NlLKho*pi}r+Y{OQgy)I^ADb` zyrj%o7ItQl*9E;yy$fNPH0ZB;(8G6B9qwDim|)hD*~wY^m0W@A`;3aNs%ay-^G9g| z1836S8PhC!BTieF-Ssj4bWt~az;vJ^fDU*Sg(WdGq(hhj^$wUGv5Q9l-2<yMA<El| zYCD4VW9Vk41JX<)v(LLPNDZunw1*1i+(x|Sox4hD_?3$6)RHhOgTlm{*@>y@j}xL1 z_*Dng(gD4wa5{`FhMJw8)fYt<NH0sS68s8g@(#IpTJ59y(bHd?d+Ycf(fsXUe~}-p z{WM8kI>k9?&t^*A_RQ*?b=<mr`(A&I$o7Z{^6nmkKW3f|<r4H<t9`K5gl=ck9y&%Y zCBp^pE#rnZY~7l-=k_WAIWIX*hE{Vt^R>8~_v*7yyRF@r9@*{?!AGa%<43vn%-7c^ zh``1$S%oEF!#F%cMGciJXlG^N;UNJ`79s%Zd8mJzNEYI&Dk}D|iXs3tgyOuS40F)r z-3UEGMS$@Hpp|_5ky|(HwP5LP5&h&&$EFmCo&A*QvN$y{0Y8Buy*oL<_#Nrmf&I9z zU2UI!r1d><pnP*tCr~GL^lp%e<}QnxBZvX*>)II~2QCi#KHk}WLCAP@?DLATri%G{ z{^YcJuk#Wxv&=RJ@>_!~4nQ3UF)@(3i&K6~82DUAd{V>dN*-wzWAWurNSo~{x-mLn zK`{08;P%aViZIov)-ZaOnX+1P$;(XozN#`^?~$y~qp^;jB++%5gwkF(JzV3F49|b@ z7NuSYOp}hV^tI%Kf0_<~`teS9o$uJlC#q-PoSSB58mZ{SsVFy18X`1rY`3RK#U0(` z)!9(Ba%X@4MB-)1Mp}6|rP#fD$n);BhL<?Vnp+A;rM9a_-MjKn-Dzepg*m(Xzx0Gs zQSFh!7Wwvxc>!OF@U&X37xGN_iw;KpB@qbnMEeB>lvKPjcb#5c34#SPto84oDsSxY zY%pC&9^OsL(2u!_$1$_Gj$!`}M<q45w6etcJXYkh^Xj0%VRJua)|RWqQ=&F{x$64y z%!~LFkN6!-MMV;h>liM#;+0xu1xKD9vG37NQoG?8cst5pHl+79wEdu+6&bm@Rp3i$ zP-rjzz00FcTj>*!dA;m~{R{`x@jt3_llY41?^ev0*q7D;GFiOn=J%Uq3g@9%^!~DO zI(-v`8e21r2gTr8UAN%1CMq(+Fts{xA7RUywO@<MbPGiu-EVic+NR!dicX>Cv7;D1 z=evfMf$nzZZe~`f>_Jvyvigj`axW`er4zLK<qM}5oLFqA{TtpFvId5FG$<7nWma(C zB!95z;#&G;^!7*{hBM9wbuQG-dzP|!7L*=8!PD912I5C`*V4$0bB!ftR<(<hK1R=W zle<anOHyPQMxmst-*2ibMAx~yCOpu#YF<j2YnZJqV2r(H2}p>+rohAuyUYFkX~js# z{*e{iU0v3<a~>=9ba&2ivxJ0Nt8r*78ZPS;O1^bZNmdS{4Np?xCVptbS(B26tzKS* zR-+TW-^(i<daMcb;VW!XW#@P~I2mmnUM#crb5Ye?FL-wwRJ4vN(Nha;Vg%&%8!5SB zBu`b&6lks!<r{Fg3D6XW7cbWrOLd*8V_!W~k%OaxeCNF1_@r3rq>pKIEGfW#!o8tc zcJ)~<Rm!A2A5yA1a*I|i)IU{%?`A+^Cr+P_ysOqprA7hPV?rQ@VeqneVKW!pZ)lsu zzI+a&OVR-{9Yd!etohHBx7sR6CjzSiXC_ogiqY@6_;6h{#n&I@udeV}T3I&@Gh1VC zro}qdefKvg*7!of<CtC{VTrqaRQ%Vhq3?6@xx$$Hwb}bcXM--5-29{<ib#oG23EXw zwkh$rv)wCY?q5wv8}M|9H99$h19bPOry``**5Ymb`E^Ij!ZUGrZ|aT_2V5do7p~X2 zjxs8^f79zitk)IOn#lWNA$0rv?)9jYfvfItivR7HRws{Mia}<Y|J~=iTdyi|oITzq z@t<Ebmxg}+^MG8-IX4I`5M%pZ0}kgCP30yVLMX|ae}$fwhUNZ%s$X@O;_Koh$)q^0 zl_FKzYp-VaUu7Auc$sTo-l-2eH$m{W#gTL(S<w+Gl_IM>x-nIk?hS`8Pmu4|@rszJ zbnCAla(jGS`Sa=7H}|G=7gyHk1i`yxnt0q-rg`bmF@1E`WcR)f>G&YW_?`LKr0MdM zv=k-Td`On5KYRMzyr8m-oBdhKkL2mCG+w5jx(cdipt8CWRc>(p*ValyOFq+M7e;28 zJ9pCJQ-Uf(7e6-V5v8UI;M~CR**p~~Agp|)ZKRV~_rjOAc&tX`FmBzrc8`qZQD)8Q z?ezl&`AUt2*5hY1LM@4c^-V*=<e&;XYBC(x?o63fRJomC0kh<?$rq``a&I%<`ZBw~ zK`m#?`&kMDSc(dT4z1rSPRESSCJ(F!pBIL!JYh$TG5Qz%WaNH%0W6pFuSMl-p|9); zExV)t-s__fnfoBU^Vs&X9{t>HeA~f0>g9HW*-7r{`@#iv0%Ia$5ssD?#8y2RnUL!Z zAgkRJ`gr$oZPk&UuO!36guq`U$=i~TUz~iIadnI8j7EcP!prQfo87hV`y%PX35z&H zsgpH?vUy53)m!}NBIjPlSUl@971kF)KKw)f#+5rq<hG<pod+RT1~10;K9=J&c3bSo z$%2!3T_BS|=!f;1Z*PnJvEN&Y-(y=+)}3_bO-=M|9e;e+37uXPVQY(&iZ=0Im`3m! zK70tRk*U)RyOmN6<x8fztQ<f#JDpUtTq=9lp<$J2u@K{#QR71`?4h2{cOJ695jK?s zRh2j$lAxL(p7MP|y7Mhg(69u05A{a~bgmoUL+MO83cN?_V-pzA?P6xuaCR(xxG6o? zreC=S!u{uxikMF;g;0m_=|3W<(LAPq+iAk<|8uTgy4oE{hAU{d_?(p;o;<6DpDEHC z<I?qhaa&_At(JPie|WvQbwf!pzw&iQ$2*pOTQ?5-ic+Sngw>vCU>zA7duDJ9pc@bv z2prlKc%HG&;oX*~2oAQ!d+Ym5DDPJOt8g6-^M$d*PZIg!0s_`~A!rya`$<#k$P&43 zcPO8IUeqT<$uc>;*XigzP+G93n|VSC-t*0y?k)!h6!nCzjA+yeFQ&0#=mMb#8h?Jq z`tDmmXEbJkMAfSY#J3w|90M2Yx?QDG60!1inH)=4cvl`Nt;L7Yl80^|HuZm(G3a1y zJ|5gXdbS(7{dO)eBj$qDEv$<FML~tkLE?>u!CZM!Z4yk-wxv7%kPPaoW8~`PB3dq< zhf0bEzhhXJbFE)2%ve^*4jO}n@N<EgWzHUD<Ep)h8Wv_-t-_df+0bV$Ex5(|_n1{2 zS&R0&9wVd^zNxA=on&8M@IOOiWsjhCIz1qhyWg6Uox)b7wGre{`+asb?#uFQKgNP` zlC1J$d_#NJVKcAz9af!NA^kV>$aIUOCoeX|X68H5)j&YYudX0+qZqjda!2vjfuwl1 zM+B%{wlU5{+=kr`hUzbZe7b2GCJoaKixi@R)R_6SU~Bfh?ADPm_zPG9Z|RgH5aT*N zT%Mgh*jC+S<x-b)MWutTmU1FK%10ln@4qlSnnyo4_#JtveVnmaDbGRCc<Sx+{KUXs zUz?MhOd*eLtA?eAD_bj~TPxyhIzcA4fg$Hodf((r7AU2t;)c+o5S5-2t7B9}VBeoi zc`v==!|5yykBTGH9rF*`U&?(sz*#7EZB0+v3jg5uI1XZ2Jy&*<L+2~H<0Od=H_%S- zKC*N@xShb#a+h_aZuhWPmW#9axXa4E?i+Q%_kv~mK3Y)Mnfh4z7)MgM-azfxeT#xJ z_UypG6xkvkYUuAne=fB55`o5+uWYLO+l<QCNf@TD$OC<Da;Tj1oL+b%0$c`I-|nyF zgxtL+mtWamVszL2UZ%zenOywO^M+hYc-b0sN%#m0kjC8yFcr0MZ-^E)v@%ihexKF# z81<g<8~63`pZCVRg)g%qUl#qsMf&dDnRbTO4clJ;FnP8=t9?_XQqEP8Jem7Qc-i8o zqX;d?WZQ0$g^}+^Ev?WQd=TPl_C1Fi1Vi(k<6e|-MeH2+?6<zwBL3LM>sLQs|EZgI z4cOvjatc}k+J<>EX?;#SSqoRzE52i(HhD=m4Afh*@#nv#Z>iSPonmD!$hvauzRI^& zv%EOx5SknhpQaFMFkZ5RLLXFQLe%gW5Dh^@1XE`xY8mK8RR|zpEG~8c3veVoUA<G+ zt~%@r^fXJPjaXfWMunI0!)&hZd0HZ6LM-=PjyR~vVagKKS`8pd6rIr<<`?hu_~^N5 zI3RN6x8yYh$uemeO0}-_dU2Grm&iVfZs_TO6{&W!?GHPzhdK@-p6TTkha06sJzedv z>C+TX7h&lszIvS~)6>=Y`885osH#aM{Fui*!0)MbJ@=Y9^Mq#g^p%<LsJPnf+KP|o zu29~91IW)uE4Hw=F$?ihn5<u*?<<eU=5)R5%km;V5;<0)a*l~k7W%lG+LPLzy}-t6 z+I#g%g$-7QtQ1<og0ZiQnPC-XsVz&-tM$#>>;h$W_21_BNNYt7Dqp8EB24^mITAD6 zCQ@SKBMp2XI67=cOD6T8<s(sKUsEC0JfBER8$)Z0#8v0>9k=dcSbR&*?<;N$#?`!H z#I4w$r)atp%yQyhYUNK*Pw}kOMJ`mCzG&rKwL<XX`X^>g$wR)DvYhvKo*yd^(UXmY zRr?wk-r4M9;w@%kerMVpeZ98ig#OJpu8=!vekr>SZo5{_mal4Sp@Y^kDBa;5FQ*L& zHWr}_43+uy71zC;HspP`PEswB(hY;QVtt7DQ>anJE>Qnbm1lti+bEd5rjE*-B<sRq zmHrI5iMJy;i+Md;3LSx(U`JyuAhBe|bRj@2YqO!hi+5?hH8L;&;fy&H&xT}9k}tDO zsK}QEvwr#Qq9+71`Yl8qa$2k^j(hV{CElYxp8S}&Z^z6(RqVFvL%(55Pm3ITPxBN; z#^5m~e6fyPkPWlV7z|LBzn_%(`J1X`GP-fH*%b}3klr;rUSyZbv?xV)fd*GG;AJ8P z-A(!#n}yF~?!|7Mf+H%+8JU$&!w?|p1+F>{k<L>GYsu$*;<}|{j)5TO4y(_Cr!vEr z{UDjE>t`c)-ib)S0i`4|l0U1ch;npgaZD6Cgd)(&B<z}hHEK>)THri86E?LYh`N5u zAwZ7o^xIhS5qyPt(}bRvA6ocN`pHelw6)?;?l5lLE2wmJH=GU(TO&O-ZiiAvY`es8 z)aX+vT`KD*%f(rfpe{7bzfUWM0un2=XVGazH0ZiL*5AJUY(J{L&HXzF;j^#ZlblQ} zb?qv>>qRHq0M5mymCoTW$an&JZpn;_Ex2ZlFI$fV!*F4B)_3Crr5Dy7hyZG}u@h=e zOQKfNGYEkl+n_f;ul;42%_zdJ=b8Z<S12i^E-*iSZoK23fS;NYuBuUH7pbaZHw^2X z%hkD(lGf=Jw%(<-<3A5fyWRv{Wo90rVZZAYm;H0V=ZC$?3K$IFnGYq#c>LHr@h<7Y zkD(sHURKYo<9eOt-7-D{m;F_weXHiDFcunvGBRs2f4!%9qxDt*-sx|E)r$R`9NCNw zmjp^X?@Z}@R^s}D8oQvN?0A{QS<sxB&wj2wl0aY50}(~_`tTSG))cqEf<I29TOJcm z_*(Am<Z_@F`8E`!BhC>YvjTljTS9o-V-kf$nYph$cu<_HbenP{aN--=QYGlznN#gC z;TRaGVI9fJti)5<kC8zpx&30lSI_01k=?I)shN#iMy7IF0&c7G&o3Cnbq$qg=aoK~ z$--W%p&bX7OFk-c@n#vc5>$`;F%<?Gz^&QhCsgeop2c2wB(vHV_WARthvfHFjH<C= z{rYSkcYB>0T117{ijtEDNy*5)VNzfL@|mXHuN>l;wHvnLU~sT^a8;1m7-wS_x}_hc z+O1+Ab_G3w7HA;;S5_jP?=<erfuY?z4QOWr*a~t^1-8G^savQ0P4bJm9?1;Eg>mA* zZ!34I+?&geo;~}@zxinr>ysK~#`2hE`th5vsFA~IjJr+|?;^kAi!d>guE55Le%#H1 z@)|c*4PDKQrv%<;#iR5NJEUB$EX&7owuEriAL;3_9W!u&nD+BqHg0?mwQsxPyaXHr z?L0*)a>y^TwQ$K|31T#z7y_rv!Q-L8?Poi9!{Y#xUIF(%eYk3rd{YVLsNQJi*uZb3 zzJ^g%7=JoowO{wZK}q4DnVW>B`-f7<9;F1<C;(!A_JBu>#h@TUv!py$6-$fzgDegs zk2>-*{7i)b4ygw^n2&)s-FTrm_vTx1z3~9}Nd(^Q`VTBahF>zrKZQ1ElJ`{!s+SiG zGC^N6IRRYj#0p_k=yFIa69U7XS92=utsfNM`u#QigXxu}iL=ouy3;VCX_V+GNJ$?R zH_j{kxGh;7R$p)#g3CXHf!2_0qD&8O`cZL{71u4X_daxpz5{MXr$H*4VHG6&`LGDe z;YpjZPL6g2g1!K8WX3o04zS<@{7QC?AG5Ohi!JVhbr6L`1jP;OJ<2(ViG>9Wcp6kV z6NvY23^q(gu&{V>4Ub0$-R$8#X`9dgc=uxeUfKFQ=QLFl4t)Ad06~MLt2G$!Dv!_6 zv*0fy4)LQ0zmO^|(Q^T0b2;CJfrPDy9xwEu%wd88MX}!70rWv|Y%K9&cNz`?Qc1XD z7^Gq#)&!LqBO38-`}>v&{#&#SjoJYB4HQ8p?6WRko+P*;85F>kR^SUE7i|FS1bBd{ znc3^5^#8W(ad2QDfaHD+KV;ZkQ^E_VJYoTNNrrd$Ilq;ZxjS^Jp1b~9?2Y|n{tpiB zKl<NqckM@US1PHf1Xovk7x->&ZUWmI#paz^SxH$+2d@Pxufp@-zMNdc@bF{1;zVF= zOnk3o>Ax4_%J1uJHzD-ZDD4j=H8qzTZY%l^Jt?pnG=Cc=c1U*B*VoUC70jE*Mp)k2 zw;;u2nm&ID>R&q;6$N9#D2GA?1&4$*_V+*fQp|;Yr6Ib^j&%5w>fcaU{19{~PeGmp zV0%ga&tZ)cOR5&KdEh<oY;S|(&Ah-D{Hg#+4=pKity|Ll*A9K3ieE-XZgA$&{~)#l zKbH8v8}T2hB1ceN_d|yN?7GKEggXeKm_8})eQ*VY+NNC197LFGt=c=$5U|T5%o8;J zUoL#y3^>G<xWBqJP~-|A9SOz``C6PDY(zq>h=qyiUcxdWAR~j}yTimQ@PE!i&QKtf zgZ)lcI9^g=KZJ+k)jcQ_v$D$lViJ}DS4(e6A$$S=()^1k3xM&=7FJrmDByh<K3J>a z<v(Na|L=@^bFD8yb}zjY=0DziXRHgC88BCh4<9bdy#Jr5dT#6e%Z-t*_8%Uv$EUq{ za}5CwohPg@!SIJ8xY^jS*p%ORZ1D1B@^HoBJ<8Rp@IJf^UId_;m3nQ=&szez5&OmF zWMEcS)?*-0{ez1ODExmy8gAmE1Kx6GVF9c1Y`^wtgi&`iQ2NTt%O9FF|4q*KYWR0@ zKIc-<Q~SZu%(wr3;-wvsmtx|(Po59-HKNwP{+-az^v1P#4TY(f`xGtspCjM&|Ev|( zqtdm2)rZP6yEs41ChDC3nJP#Cbv)n-V@ys?qOkLZbv}BlMJiJeHwGum<1(+9E6Xc_ zGF#5PB%WDczhYouFqo%J!0|9WPV{C%Jh+Qsm}rC}1M!?wr+^L$gxHD7Y;HCRcm8Kn zK-`+=JrY!21dLRTZEe`#5r&AY8e?-9;j!$7^BX%}v+z12<yzX>KEgq5U_?OzzK*E- zul0#?VpOQuYnJ;c6DwGC;Mrml6x3erQ+W&oX^LC=D9R}6tpbos0Tst(W)=t};5iui zQ1Eo9X>+;RurH)J)iuJmc>OPYP=H_*D5LIlQ|t_|ZyKRid%!t)RAQz2Geb&hda3^W zz`zFp_$ZDtJd88ongRE0H%+W4Tc5!fgYp6%kL?-5Q?N5L`|Pw*lF4g{v$C;4z7iO) zl;|Url$Df7!D!AYr=WljHj}FgQB+KBitJAym_i0zt=UA)^JPxc#z(-FcimVU$d24@ z#9>gp_SzPmG2f)#cvm-D0}mJ;P2i*vJOu_yFd3UNE{ZMVDV|^H`2b9|!p=y{zft1E z1O&}sQ)i9H^8i{X7vckCrjgw@PyHA8IOHhAqtaJqW=tW-jnL825%<cK76{hJCi*cC zF)ma<U2Owo83F;&*EXn4^c5J1g|qNGplI)?vFI`y*deF{EaQv26xAX8W&ebzKYQ__ zw`>}6ydY(VO#aCUv|Ym>*k9pn0i0%VimUXj4t;U{Gp_`eBSrd%&MN1*zv+BXA3=r8 z2)nOSL9!STWEJeK{JOuot%8cU+umEzgmb_G*E(?8fdYc<wYSU!pP=eFNR5}#fC>R~ zGJj=187y(uiWzY|4_+Ujaty3{(ouyKcv$BD9o?Nx)NYxp#SN@!3$Uso0ssb_F6Dn6 z{6Mf8kVoBpfR`(NI>Zg^oH>BVP(fr~O-)T7#E#@P^LuKXJ6XEyCIPwC)XFL;Cy5<W zUewx@$9e5Xc~DSa;B9Xo9H25KTp<|^?gJ)HPQ?<nTrFmJ3Lw(!J{Zyg-_IJ=Cjb?} zkKkjkJkb8CPY&KYGI`5X$;&fW)J^08_Zu1l644q^7;C%Xo9uT*=Vxcpr1KkhP&tDm zBbN#X@Zm$01IpzNfi(r^FqPPh7G=skN`c%4p6AQz`3B`g-UsV}85tRaOeuf;6TvO) zw)$p~f{rfAxYlbHPEf_Z^e-5wJwNePxGdmzCEdF5NDekBw+LOJ`_Bz7JRN?41vt1M zGqGd8o)-`}keT)C$E5<SLmE+^FwhF%YGy$^fo`b{DLkq0JecOn@^hh{RA3kuInOBw z3k%yk{Q*%pXb=z<p2bfO5lNmWyklcyjbmde=V_%j06Tzp&t%n;9)39GO$;c6=8y7` zMK=A+s6#<hQ47R%L97>wa|Z(h65u=SD0l%3Fk3*GuW;W;UEG1NGAP?{p;9Wqmx%i4 zP{#u_!bkJgh_@oH?0`q?FR@npjgzyxqubg7!8y#3vhcX5wDj83k%I2oPEiEo^aP}G z!Dut@%vs?GaB{uR#<f+ZPoA*BjVKSN_!=%|I*k2hEn%cVv9Ym`_;(9%PY>S;JAVW~ zBaAN!P7uv^e4)BIQC`T1i+r|SSa+ff*N+5-?_d}h@gc=*=z%>Sq_6$XQHOC`?xa!j zKM&mSJO3fb(~=Je`+pD8&5X?9C}sjGMP`9Atb=tAVmJZ7&{4Jpi?Qwf{X}*~=6DoX zoDUD>dq>d>YrWin%Rq>jSzW~ku4On23$ri(-;tsYDD)tZ=gsWw2mk_++YH{H;@<xm zF8aC?t{<e?yb-;^9FL;vLIxM49(wI@qEJ7;9gxn}P=Zyh5?FLeQ=*{s*#J0PNI!b{ z<;#t~NA_^w%m6?ab&f!hhS&ek2-E-le;!LcJW{d07(nJiTq{CJ{-IofjA_t+0bjwh A&Hw-a literal 0 HcmV?d00001 diff --git a/content/GA_1_6/Report_solution/images/stencils.png b/content/GA_1_6/Report_solution/images/stencils.png new file mode 100644 index 0000000000000000000000000000000000000000..166dfb4e91519935386d739cc28c3e232e6c6869 GIT binary patch literal 13262 zcmdsecTf}U+inyof{2BpAVqyeK$_B&&=HU-5Q>H_f)EU$2I(M8M2d<aLAnG&l@fY+ z5hW@{N)k#!5s?}K(n1M@v%J6WJ8ix*-^`hFX3m^HHapv%-F@~h*LB@@63xvFxH$zm zK_C#f;ho!-Aka}P2y{e<gALg8$uUd^SRL`VG|&N6{kX6IY#e)}ZK@3d)ueLmxv&D; z$9?YH_XmMab{{TBaEQ`}AdrHq;cacJCyumny9!?GUn{F*vGpEnQSqMX7_Fn)EZ>wk zO%yH6FDP7n%xd-JFM0chlZicAr{)qt4_?gP%u0S@`0TGpb9v_L^QW#ypWv8^NIYYB z>ecjhGx5`>f^R({;xUtDSbCL%gF|?Eht=>_(dV+NvZ|`8#qoWrb-8We*hVn$U|R9q zAFcrFwEMA8VD(U>fFD?88I%G~tu=cZb_6&S{QumcQ(k?!>JxiA>+LBiCly|tyZ&)( zqQ*7B;gURzSUTZW*c-9>SpbO{Y<N8SV7dIv!u;amb9H4@#Lk*qtCgrQWqwUi{BG`2 zJDuz`@#dQC(yQVHUq!_;)dgXfiAO=45*y#M6mXPAMBdg~uUu%hGJMUZ;@(t_TJWIV z2WRch4<QSKS0J$SDr#$AE>9$gM$F^iUhj^j7=1i7IQ_IdB?qhwL7S{9BPNziQHq$K zO<@dLBl?|^m(9wWDs#BXVcn+Mk(Ml?P7WLO6c@0+w(~LeUDNUW2MH&ITW<ONz5_W* z>*2Yfvbp**Avard?@vq)*`PX9^9$Kd1z+ncdKIcq?N`%0H;VE2OY<FSUo^aWO}8qG zNv9wvl1GA;to1$b<ApTBo^(!6dUy*3AL#KaVM|;6=YC`%NM)6n44BZE<Og@l%6QlZ zE5>hFNffehc)Ps11J+|r2%%OsqE<gF5K2OW#sf3kt>0ygwgy$tC5R!q<GE`}S_dxN z)!eU_taj@3{^lob*YKS<RyIW69Cm7iL=S0~>WvGlhY-_wG`904%YFB@eIbkK?n(iu zvLS-C>I@o!u&s7f5*^e6@9wSlnR*N?Ec!k5lH~jh&0Hd5d(%HRbrL*6@0dbD&G5ql zcH>BzPA_~YpOHXeE*c|mKJ@DFIymoW<7Uq=8MjRpbtvihgc|^kBDn=qb9;iQM5ITS zQJ(9Sh~0&&V4JMZNdnoHcmbm<^-!dCHk4+kuA*Lo^%|yY3^(nco{>@^p3t#s&Zh{D zMO1Gnz4!b@Z?|)**{|}P8cv9RKb^u>r_`WjNAQ$tA1haPD2BjQljqEu`M|~O4|7n* z=dr@-GC8+<uZF*C>eSpH|I4>m?{2sk%Bv?o(4(WZk}zM~H1~VCoH8)0yPV!IR8F8m z^<#RJ)LS$a9b!bBwgOAmm1M{dyDRNdF}~b_!-{iDqjl|6;xsHPczt%$8-jh_ZrdDa zP|^ywzHidJ66xJ6-^iSg7*gaeMk&oRz1zJfy?hvL?}pP_^T2E^m2h7iuF}cvt;pq; zlR-}0_{XoJK?VHHKPTpm+K*?JkEsNTd6fmjy@I)ciSG2c^USaJGwT^{z}6cfPot)E z4DDMd<z;N8&MjWY%E|~h=6yt?uhqwXj*AfZfn1q@mmH&DJjwC%$oRZeda{Uas=zF{ zCO)$=7Mwc;nn&wx)iv#(Qt6Z2Qu>v_<xfprezc{A<uUf9J`3G5a@6H4@NS{sy*K97 ztM0vVuW9&BfUt)eN;Kbl%u}3OmD`$o>zXaMs@pNKyuB!5wL=F=>3g<H-;2oo&0(~3 z505!|INmP;doY`gpnDmpMeIFUAA!9(t?{{nUTl%7v0EzHxx07`@*L&=Ww6+oi+r_p zt_VWT3#Vtzu}iM>Bn!>*HVeIz>)abmu{OZ729O<NM2wNkW25zi*@6AB(NWKDkP@@3 zT9Lx)i%Qi48kx(>-VjyaY8jeb^K=S$SNO89!Y$ulv62I7u}~tu%(~pfR(`EtmnW;% za`)$-&aUiL7=>_DBG1c!F&;FTb;A^JnL5{nbE*NQ!p05mc)_!dM7=Dp%XWrfQsUXG zsKGb^gYcFzhtiIEuP0M+0!!~Ss*)-gE1i?+zV<$re{8@5e?Elm_$jPdCTp6g2h69H znc)9)^Ju=^vR2QHpq}!!vrp`bVW-rP^;jZ{<~L7WUB(vgUm0+HuMJbzFBLA}51g4e z_iCaa_ykRJxuGV<^CPSjB-wdH6x{?h_BSAqp*7b5==?2VF!DR4BfRzab<XFz1COxS zbk0wz{_mL~r1BV;hEh{MM1~}BEv$z-<XydlR@q0bHz&)Yk=U;@KG<*F2|O#|mA_5L zRtJ23{(YqN7%I*@sYNw>w_cLOYK|TAY^-s`p>8Cau{O_gPIZO9wmGjNs`Ya!K~%XI zcJUepFRf2CA9nsVG=759Pj$0Gwujf7Z&ulR%wtZRz$)<@h-)gvA-?8Oq=lurM}736 zD5;U#&2lpaDHpE0U1)TK7foE7j#msReC9{7F>G|KVo&<xx!2}n%J(ZJHNGu=&qk+I z&taik3(JG;SN&GW*DsXBh&s-*+^z3676v*JSHgGA=57Dhn1A1AHoNd(>A7_5GUK~K z-&;a$8DE8ge7U}5lg-(ufBc91t)r~-eJLwCKfk@X#%P!O%xb%JZ>4SBtg9m+Q)nmz z8$pU%TrDK>H<87U8q!xL5#L%@Iw<MI9$>59%B|^4$B?gPa5aIRzC2CDH+^5zpY|%w zE@hjkV5En%j?AKd<nLYQiei}xjbj_pg}tgrJzfM-hqB~~%3MgEAy^?2d$Umva`=4e zO6S3Z?6^U1leSWDOZ8Kf&f4xKm1db-!n}i3_okrDa$smVX#JOT7tWu{x4fSGO1%1g zqj4gnH~kk1qRv>VYiH;)K0DN3GKsd1cBGP~Ti`x;fp?X5jVMcoP5ArxOo-i2k5EVT z5)aW2hD>TFvpgtAka(h7I2$Jt`dyY}5IrnIO=)e=jkYNn&E8>kBiDPPt?WGEd30NK zoyc^i?8e@vD;QgVWEfOe9zQFtsP^!3k7>S{y@1TrGF&RK^v;&_8$YT=7Td73DU`|r zeaVa`ZN74(3hwa)5IQ~Ujf-A3FpB=<doKPeebsq-E2s>|O;A+#PNzPQBy-!OFPFoE zDCjxfa3??NU;sSm$!ODD{>(>)e(Dsvt%AsS#K3Mh!*J!IuY+z}BZ;=sgbSidUfHw% z7}KEc4aS=K_Iib4!|Ls7|7uCi)x9@(ov_g~eZhe0%P?e+;I_rp1x;|?#+-rhYTST^ zOrZ3@1>s$sri9kw2F+SYy{zCF!=}2Sf|;GztYdq9m%jq>naO_VF<hrP0D4DBj471v zS!jMO+}Kve0C>B8`{j0Vu1G@Jn+@GJ3&?LuE+DOS7UDpvCey<R8)<1Lopb5A<$CO2 zRrpM>!wBa_^e<UT?}9iena*UaWLuU@9@)4^EcD*E%t`uG7EYe(PB0Dq3%Bq5V5s6g zT3R1lQ1;TpMl{|9W{XC8kVOP~Hj9p9y&!mao$7V=G|`Y1VjM5gEYpd?vVR(8p#qc5 zN3#lUTz=^zZ`~-**#>}|S_o&e(<`&Gnyq8L?U#stP>a5)Y(&Qb?Rpn?NW`M}GoEu| zjKQ{iE%hc@tYg@!9^~k}ZmC{320iuquEzDwd{fS+%S5Iq^A9`Zs8;(t=d;~c<V7d5 zz=31oFTLaHY_-a#5*~QmS0z=etRxA@t+Aa1fzDV!k}}@Y%NLajT3fTVxIiGIOT@zB zQlyPT_=41f#hz=anGcSEKyQk604xf+k&601hEo9uJnEY-^O(|r2Lq{OMc(aO`h?5W z$2g=U2-I)Jf%OoY>&x3}X=!PTVdo)B#<~A^w-6W<6gu6LTn7R0F*twc2>D~^O8eY6 z@RJyAqv+J@383nJjZ%!>tV7$A0U-tV7sCXCYe~AY^WUJAk8xZR^8-aRUI10Q5s8=9 zfo}&n<&n3Zpv&~>&S()v&je}$*NXtxqiJK!gwRDy$x`LtoRRY<^%)Cm3HUCLY9P;j z30?bol_mp>VhxN!Fnf2?1$Q)uc}l=TkD#Qv^!w{;<Ou-GpD*Cg0<zmJF#mRuOj6>H z)Co~w?^$3kKX>so{Ju$m1_1Y?=vt+E=)i!0k($3x*<~b&&wxPn>^d?x;CtK5z-j~F zyn09FkVxQerm@h6P{s5Puigg@<iU#oR_+(!z<#MWd@Vj&^S5lI`LKhpqQiPO0Inb7 zfC<VNxGQs`x~`7E*q%<MRYu7+$WMxjZ+G919GT*YTu=DW>^~RMiqvzJ1%bX?0&bbw z`}?RCtz-Ka*Gg*SUQuHp)dsP<v4E6H6IRsJnw5O(JzD!&NYNuL=amUC)kkHZZyfV3 z>%aKWNbUuId>er5LVyg>0I4;^-D$5btr$uX27gzr*F+iO-j|p6W?y%W4+6kDnD2{- zjtu$Zt1HHB3Xgs~0hW5mFVBt)!dg@jXq5A!<-Yi}B^jrVu~sAvl>-H{^2e2^htfwR z@dda%)xfewmu@!jmDZCNZaRPSB%rfu1rJl|3=5B%^EabIUcovpXk&!C?ewSGv3-$S zRAbCcPXW^tMl7{JKQ`Fh8#F7`qnuOmez(;Z$s{m-#_+Vw<wZ`I(eAEeFZ`6aBc-JQ za0{f7zeK*;_RpA!4=&wH=^IOw#=dmUbdtHxAl=$nDSCabZ_B32-czH35)Hdg3aQQz zv1(~;#jA>hE?ox~*T_0`EVXYA+0FV*g=hejq{e^kN-}gykyzf-X8nVMNHq>USHKT{ z1lat9)4{H7DAygdd7*QG3e$bS)u}ULyq>2ThYVZCtIXb-0Ehw7$hCd7M@amG7uYd) zh7Zh#M-Dp#1&3}eE4k&8pwx*)rCDt5Y4cN+*k*I}&iVv^K<0n7N@|YS-$lp$2qE~} zH9XF0e*@q3v5mqM)1f#@Wzi`1(Vdc^cK*$(>j?V!=#WTH9)N{?xq`Lz@6yo)Ted1~ z?V-kV8yrgA37e_m2m4#u0NQfSQ$ggOuWq29pcRdKeHYp(&N1f_%OtuDERVP1w=3?~ znT&c{Dck_ql!7BX6w2!-`U4vfIujvLw9GMZ!IRk1SgV$MS`4^T<wf22w`&CnA~)Px zeW#4O8XU5f6}wlbabC<z0lz*SCm?Izk#7yVE2vgDwv)f7X4`rReNnqpG}QiPX7vRC zueH2$G$SX{XCm_BypZ37QTJKiJ3*+n#DQKzfwPVKg13)Ic{{cu!B#J*GOoWqB_fSx z0_=$qwPPYGHkD8}@@@SD(`@Ce9p81{5p$>@cDYg-@#q)_7Ub8vzZkqUQiGP()4nLH z^%pniUwFTzk?W8}TinbuN(6Tyh)+chVVkQOvQaAOh1v1L&2%u96|SI4UO~5{hu+%y z>F1AR()%<R-%t3iLn}ww4xbitU_*M)K*j6;z%Bb#M;2kagM&1vzXLG98*bp-wI8pH zyvFNnTpbtAM?Y{P^X)2q!h6kT(r*GnKr>NFz@fC{5GKE(ZkHH1#XiScAk|^>?5h8Q zJAQqq@-+ra0}*b)YL~T2S<{S{S!lVT%h%m9nh3F+vxWiRK8(@pB~m*$nt!YYE-Ecc zS!pu2i-eQrQjD+VTr_vWsPf5GRR*^j|93Mii&5~g;Njp*D03hzw77F^UA2>{pJ?*! zPT}*@{0YON<^fVlOmAtqcWr6KXu+z^4B(ZWx(O#~K^BR55xZa04ck4Nrf&qVJ%lJ{ zw}cG(ThQuS12D3#WuoU6dLfu$=Zq_)mc|=DICuf^Bh5G`Cuf!g{^Q-P34k`Va|<ae zZg!g<(b3kSOq;xw?>d$;pK8j>W^MO&!zJ+dm(!329n<=!FUuW<BKSAI`B31ESw5M? z8j23BMsaKN)`J?`KUp9wtxr}TfQ!?>vYz(s-{8hFM9GfU7k*FrXP~5>+WWSnuvkCX zxKQOQ!FB1})1|+SLzNDVz_61IDLT8@S2Jq6ZV_dk_AH(Y?z)W=-xV`AEszb*+HiT} zE|c6)lpz``agL91`guf7rSqG>DmI%wg@vYf8sX%09?iWE0BJGAE+^X<CI|EPaagSt zxAO}#vyI?R>rwp0&;kj^<u9r^e)jbq7GJ4NRF>N@I@h5wuqj^XhVj}T0lxe*Aw2zA zDevXX%YtoeT@ju8NJw``kp+YcbiNQeV;ODJTiWnwVXzp<i83|S2eRh(1@B>2UUSJG z9Dfy|`Qb?@=<k<ikRLhV;n)&O(XdiYTky4(hYKhrFLFzc6iTk|(B?htVxhkiVUGl) z?>T?0FuPl2*O;Qk_4~yS4z=~~3bQ!(#ad~EQ~tkB1Zj!*=!*gAi*gCbMQNgY=0Mu} z-&L=0e4qOpnhMXE=SJ>Li%tOatc_4|H?+ho=LSLC?A<&-=)xy})Y^^{jT|%4T|dMP z_I;DwKwMoA=9jhi$keIx34^i#0X4~->#tVd>G-W*Npc}8?OVAyXAoasU6~L<v`uk~ zsEwFu7rg@_26b_9?WBmBM+q<LmOpxUe4Lgnr1Aqe2n@sZuVHu_L$|!wUG`{=lVr)S z%K*_>?^1j8;{up<6D=pCs;_ylSC?ZsmaiT2eRV+Klp-6hWb+hkpn(IcrAF$X2;Ula zV}}}a(E-;k>}fb6>)1A*d|si4y0B0KF%pt@jtZLk$cosQA3$<0#!VAY+Xd%9zh9s( z+-9M5Gyf!N?jgV)_JofCqT>RajqZ5V)4w;~X<k@M5NaUO<YlTE1<acom5C^5y$lQ% zt+Q(}vJ!a^8hS0CjrD*-pKJc=gVvY<$H)W5<j(3n;r|@byicAcw3K34qb^v;vAdKd z%kX>Xtrsda3<Qcf4D3@DczmM`4*`Z*u9_##oaaK`ke;awnO_O3b&)h!)-YtD5Tkjl zNN>MUbFa^t*EGNA&BnSK={*E7q4q{3?|z;8VXne9risH~N5l;5HS2$bH<(!dxKWz7 z+8~W4h7oOxadTtM{>T%aKn~JM;jX&^9X@4OsAL@ycGLBqCJ+F>oOY0uHt8IcovD`@ zxB#G|6Ppou>xI?xnz=2TApj=QN|_&QbUEnFFnqqx!Ir#QC6hD?GgdSx#wD2B{WHSL zudlCCYW|*Mrfpolj3?Z1SsXMjF+abkP}*Da!GW1yRq)HBWj0}f=}UFH^Qd%l`}P6b zOOX&wElS}Qi`YaSbK|OiVxN2<rI^RrHnm)wy{sUa4eBtvJ|1LDGA*zHV%G#<q>mA- z#H@p`$hSXv9__m%Xzt-fKhFNhq0-2F$rg8na3xBo|IJclUsHCQPI!4uZ`X^XL_u0V zB+`*VLD^|gS($RiDGwptu1CEYG82H6Eu}w%n)RN2D;NV93lN;rbp2<)U&mI#%*>x> z4Ai#p2pTZ<0rhkOSZL`_P}MWvZe`rz0j#or4+Kw|W!DN0h`a8vyS}kNXcu^7KJ2t8 zsjUeM-t(=pB>^4<U+0&BK16Kp93rAPE&;Ng2fuLMG%j`P<Uf9PQzIFm9Ea}iakZ`F z$XAaDz~Q65AIi2Mv31~q03fNR10Z97DVPIf;{UHhaJ~jOWp;n3FOm)r{6zq>zqM>s z62{M^@IcQ-YJ#Fd=9?DkrX{8TY24A)HZ$nYPi=5<KkzNu0VNAD*5r%i6a?Iyd{aXU zzHvqVd8$u7j}q4HFh;cj6h>v0<^De$M)4%B1nV0H0&VJ>!q5L_QR8qpRlsXsSwQUK zmAr;{!^AY_coO!e;$;HCCcV^%Qq7dRfN_C9g3&1Q8Gw>3sBaP>bQ|Y5%>eeI{eYeB zS?Bs;1JUr`>N~$*)A<K`Rz2YtM8(vJ#G_wJF)~x163-%~`vLbC{ZhDq5=E~4HU!6q z{M@crPT>LNTL7oH090zCBb>1$)5l2A{C-^Dl}1m%#aJjF0p0}g-i@uspcThZt}iM; zpn6CoX88O=jLso?9~j{c!hOS_cEz}>yIbrat?RMmGli2c5=PEcCIWLMrLIBLIRg5o zS1RLj$cPO7@p&WsXW$uupfW!RkgCt8V8+iPO8-TS&fvTLIV1|$VZJ>un7AqGA?|4F zp0)$e=Yaq`4<z%pYTP&TJZ*-`i)jK>w-Wbg?e|xJvPC`Ih%k@;@xyFoI#siw@#vy- zM2DuypM*N*hi*~kERPEy;cp^o&m&AO!-3e>vwCDudxc%=h7SCE)AvV*?hDLE+DRRm zv=_7NZvE`k3>mvN?HIOE$*=YAGUiyCuLIFKd71^}aZCrEl_7oqSI#Z}o@^lb<eUMB z$GZ%JX(06o;n+du2u01(kAStc{WstHZ#fP)qx2-6C+gv0W#~o}knR4Ro&VqVIky(S zndgm28Wcfa8bxwOg^bj?C8<34#1YB`idw6GT&f<l{BC$)U<#k7IcesZ3vjk409M^p zemvq_^4=AoU$eKQ<cq>M)v)ooRaLTeD}j&K%_3dN0=wB>;_4k8iU4Q&chZ-l1p2KD zE1=Jsax*n0ZyjQ6(Xc<-5apPUXpKL%0P#BNfjZ<^4lMy+vlTsG1p&1aGDbqL%OHC0 zrGZEdq^u4xsR3E+HJb2rIsuSCA<c-k9Lua>$54E157a|=*G^RV@!OnNBLCbfLG(7n zxX{}g8}T=mQ%R+1{Rg<+tv4gsDQq=P#kJ=I;?Tw?+Cyn)K)iQ=GK#}yCK=FepEyPA z6dytjl-!f${mXc{uUg<|jK?!8$L1lKv+T4rgNBIxkh2~~h^ar~=Ml*Y0OyCk7laW? z3j#}SDAiA=*4o>-sPyMHsFg|btTe(fGF5g46O?=LTP1Wv>(o6Kt&aC2XyqI<d$~>J znq$O{n*#G6(L1Mf{MTsRBm7O8XRk{5ZUACydEDLJRI4m-^_L#v_m`LMYAbN*$n7b1 zF#pmdvb%;YD$G!ZDD^!)rn09T9xop-Zw{G=JlID+Rskdy<rx58nI^8CIDg|)IyP+7 z*Xa^3a*Y}HQT+hg@mKwg!$~rBAQPXL*Hns+<Q@XsnIVyd8Yy8^aLXnjuAnRE!?VGG z%)MYh)^;<%tJ_zf4W4WHBei9$)8uLXq(Al3U*3)i*{6Ifj)*x8a$}hZ_w1ilDvp$K z<r--`v#<2IqN{MXQA8tbB%OdZRk-raAJDTQfQB%XPP&O)dMlYdYHeTcGd?>GAS-~C zna2ELW+=nS4`*?BFZa6_FL;5zWD+UF_!xLo58B>yQ<wbBzB7wRwCM>S#mrdMGIXwc zkKKgKW-(s%SJ6yw4S~|+Fhj)n?#Ebr+Q2{Z0Wtsx1`TlBJvq<t(OZFw>5`Py1dBID z)5bd2rVqabvC<TNc=p@tt|nPmIM<71Cl|?UfCw~@E|JQp_3u;PdV9kNu7W*q01rIS zU@R$+@9mCd#!55q4Pa^GfWzdRNp(#|*1{>u;321)1uc<ce%R(k*TqK;3b9iAfL4RH z;^A1dvmAyaSOM~ck?h==&HmKkX6#VM{POZL`tclUKBOsPzeSS7^7Lqy>QXBBq>A_0 z2iLeUf#*nXvZZWeUO=!t&4AWt>BJ#;aV+mKhUQzHc=Li+J=eY#J*bnB)95j930$mc zIvlp83l;0Ld<>xsFXd<0xBAT(t!slrHarO8-s3HSNVDk$T@nf8J@TQ;giwt^w9=Fz z-Nn80s<O^+U^X8j4<aD$HR3H<s$j6`un7Q1Ru3x&DF)m1&Gb%36+_KS{!S9lN%Yx7 zv#(Ta*?#Hp_IjV@BvE;S%$76LzZxiR^7d!4pi)^rJF9^E>yWOW_lktuwkAR++P5aC z!fH?Y%@Rv?0Mx@0Jmg!qCE!>ZXBJm=zph6y?+zzB=NC>Vz!k9&K<eEw2a$mi3dUDj zf9g)j`@mJMi1(SMyK9A_4H&kD)>ev{%%>Xtp@m-;%l78~D*|7*VfjW!O9X45O_m;H zr(Mkpv%JyYLckbyalL`yE31@kV4WhG5o1L98NXWU{?_DHhO7hXoJX8%as}jyp<=(r zVXoCqPOw@;zReikk7_GKH$)RPo~+N}Ckk{Ew)K!Pw2_)_pmZI*0I}Y$EDZOpco_%| zTHeSFS(FUD_Ti)Gua0jEwpX(OtS%b9@p9|;>$_w-tq5}nMQr!Ti=(vXeAhVYxzU1a zwvNG{_s&GD{`!oRBA><y(tiGXX8!!c^boURD0jqCIk16f@_lR(iRY)4ztv*B<Y18? zm=@|_VFZ^C3@k^|UMsEK9P+qYg+Z+w*zupu5pCB@6Ho+{&-}POdSmA%bAKh0VwbxW zxi^*KtT+_J{G<8QLU-$6xRdFIII?45V_NA~{R+`OEw>{GN()k@o>KmlG4rdAH`w|H zaq;f7?LnSX=w4)5=PulEIW<jFAEcG57fR!(D!FH0Uvs2ALaf>-o}6p`rQ*@g7ZD1q zAhFcKf(-{d{yI{|$pZf1H|Jn{9&cQ)C1<~hcWP{VDl^3oN_(`}e)(~xCU2{A8`>-4 zZPk<GzbyttpL-UfE;K#EP+0baSkCB_*pNbbUdQjJEv9CC!%Ue|Jp_*kfYJ<F6u19{ z$OCFv9Uizp)qJ;^Ak6%u63LMb4ytPOvQ?Ztx^qehrlc)!!{WB^{G1UM^Cp@TbNm(r z?~PSG8@7KCW6j=W^L%``BKH)K>$=?hqQ8As)-*q7O<;*57{#FPkBM5n^`TbdZc{Fm zFW`xM8i2e`GwKTXAECR)%SWsQ${h9DJxc-#aJot1>~YR6XhLn-*K+X+@yTYD5dccN z9<tReg-30`LY7?p2NR0*aiT;^g)7aF63<)Asr>SUy|l7Ff-@gK=scFUtMuBB^6Ckk z+@56>2QiB6g3@Pgp>`(#k$kiPo*lHey*lCYEnTv`8wk@hORWyRShCaJ!!k*61M)5L z0J1&ifwM^&2}YzVt2t3?$|VG0dZxlpZ-v8=-7Z6F9p_m9NYBZqsM++H=Y8WgWRs;P znyJaM?<*id(pQ%4XWK<5_}2=_@q3s)**xINSZvK3gs+6-JAuoz+D1g5OGcr(Qj8@^ z_y=t3%G^2J`;*OYCZ8QEksCpE_~I`(B{G2523gkUK@I$|QT!05bV(kxvEq0Io%y^% zcBAKdwoAtFAid*oyz@r!hee2d5-|V38dMwmpTZvFc4N6pyghx0uHePoJSZ5x4_rqy zh85UcTUa>mz%6}S;ITwVpu^#?`WPimbLF98U%r>@yBCr9c@G@YNNwrYVu1oklp`h% zs-$B6OnAQ9LWU>((fE}>(|6cu;5sexAQzT-iui*bH|#Sm{qnGpXY<uA&*$H^SlvI( zd<67Ad(uNP9nt$0PAzooU{x^k-x_I530&NOjxOIAv^3(9$?*aRhe28MwTH;Vp{!oU zuHh}C?6xW(>Tsqc3k8H-5GFLa{m(5lBVHbVIfAvkjHko9!iTKZB97I+ChAr)^VxPK z>HG(x*lOz!`y{q;WTCtwAYmXTJHjV=<vN$(<od66H4ox~0923Yddj;0ak1Dq(*)x- z_UFsx)F+}5+XaW{=WOniv#^xjOu1}JoNQQ_qBKz5{Qeryp@!1y-0_P!)zc9)vJzr* zk#tyN!Dqg6_v^yGk~0FKRscpn+kQKbi!>OTrQrp@@!#WzYPM9G0xTjeLxfv>x3RCU zlRmcBC#SBmUkKlh)<3_GKA81g2bz06Ko}QP1LlFv2Z*d)n8Iz(^Od^mdr=Qd3SaJ} z!RVbS_s;}<x7Kgpr&HV~{!Dc<gtzqlDfbqefl5w_WjV$gOm>REj)#nT?ti|E7bKN- z>@JqO+bdQ2PChHSo3}h3IP5^T@rAmtOtj~U#<u}t<HnHSB|8ATyTiP#32VF5Y6=E0 zjF*;N*s5WcIC8Ftkl((xg-so~*ntMr4ZJ@lnb~HZwKukq7;1S4G#CK|!IC%AWIY&) z90=<mKUr)byJHe>H{%5Z4tyw1N{Ji^kMTjY_K&?~FT6@HjK$R=D$%pyrfT3ygF{SD zQOWwaDpnYZ9-O;(7pT-J&&=YpO|u>Xn41+oSATc&-G=>8l>>!wVVbU+PEX3PR^YIB z%|AZ$lO9xDEo^$Wv2T3$ISpaT)hVm^moNep9+~M~8qe(cNcD)@(#^jQyvS~-Ri<NM z?{Ac#U1UG6X*HckIq_Bv!gGv!b7Lmc3FQZb475piQK|;)+dc!({L`t!)sz|yAa5zU z=wG~#jlXP=qIiTV7rB$<P<S&=g7p&XnQ>dV9!Yr{XrO2`KE^xC7iI-f2ehBMF;cm0 z`%G`9K<pJPbuhJ@sBc2G^0CF!V|X;~{Xv(@zo&nNc4h=(b5XPN$&^Y0Hj>n`d4cat zwkgAb2G<j{DxTl@Jm5dzKj<HT(`H=UW4&zTR8_AzHr={kG?fBgmM6S>Kb(?Mxm;vk zJ{)tjg5FF{Zr${v<Oa{45ABOeDQU3VIxdPBzl#HVQlixe_uI!?gR*_Mw(KOs`E%4m zhh9)u-q7p6C{a#aRDwYm<(j3QmFJf>Ld?PAe_Rh|#nM~oySz+ZeK}SZKiu-VX=bnA zx#ZZ`ZX;sSyJSoe9=`AFg~nkS+yp-uCHr<NCeX9_&+eWIM8Sb(*iHPQXhe(0Rvd_X z|3^JMb^q$&iQrJ^yRH^X!L`g)*S__068cxa5i_u_`knHyx3F)j(^oHpK8opZ#POt1 z(`H<<2+J1vSrv;`-h;^OH$IVddzBYg76%#8s7s{}hE5<u)Q_bW82mZNr8RkHNp4ov z!mme|FAlT5>8LDMw(el=dO`S$5L;!ZrRRnjh>jiiP85iAX1>OH{hS7=0*SV$(%(HS zOB9#hN|1JFsn3t^QWqs1i=dA_LeqBuX&x<3<W4EquFimoSrg8Q6e^LDPmOm13K&}L z5IR#Y?vgF=)pTqCpl1yxhMHo~wpQ0JXeg`N_yMII$We)aL$>e_2dU@*1SgZM+4Hx> zk}P?!$-j?2zWE*H3ns?=uiJSZ1fVF`mzD1wh5#UBx}fu-2z?Yr&W8{L9iL3Gf=g1V zQr8x^$5|y<5jo;KJg{A{%*TzMBp{xo?Ofs&34nbN1c*<AE7ofWbG!ZIuTSmh0Q<i} z9xL9d#IboiVn2C7erBY`)%1SyVXemRu*c%qniQd+;ry7&6mTW#2KPSzoy7cbe&ZcL zRA%9m9pka*S@kwsp|sR6-e)8Y$o^)TEjy_e<}+0SEwixMej&7R6aO3bn)F)F(aZQ( zN)p>v0e5~HIhWdAnIZQ9nqUq|YP(Fdng1U;bozNpKUKD#--s`R^e;XznX<tj|5uBS zKccj8GNM(IlmytlnHQD)MAa<h$klJ8J>gq^pVEEDLa@nY>d8Wb^NEH0Rddh(Yi~{x zn}$d9ld_xrp>P=ihf`Y-T)%}28gw}C?z%NjJOgS*%_Gj`^w^obUv^t0xvzmCHk|<o zq`d#Dk66^H*u1*j@(FXk$7A$Xr;%#==31xxM6Rmknu*}KoTuR!xs!#Pu>G>*q-i~j zjE_R3OEu1x)&TQ#3R$=U#;%SD92?fJwisitrLswzh?0GAC!*&5>0AWbfKnxkh%aQx z`%dW$h9Ca#C^cX*TmUXI8}Jf#FA(KO)8CA)vMd=VWymiZ=tFzB%LWMHd_>+?!_`iR zOqg1`CoFWV!8AveWWwVlK4bw3>bu{4_O6->x)Z3zqIrik0Q=3OjjL2$`yjz;!x~a) zn@VlyQgZTX@E(U5(d+`1_#DmP(M7c2&38uO=d5(ctD130oLy?QRykn_zxUu5nSe>I zZ@A0AoOW@F<OyN!`sR?$fLJt4j6Hr<P^31x!iNu}8-L=u6KGTA?7p8<1w#{O&9C<7 zZx-}1KbrgT#X@8Chi?eRHi#fcq*_?(xw;Cry0$E<^jWWFXSI8g3YgX_fnD#%OSK)$ z@YyQW`CdRfj?nwVcASVA^Tg%6kM$MHLNr-pplimWs=U}k<(@@Lb;CG3I~USKk@5YH zT5^WRGlxVc?gHuhIqi~ETcvj-PQAnKu4GGR#x-ney^MFxlr{x3cb1kSow!^C=P_2b zK~>SD6NaYgsq_*`m5~$Jmm=W}E@IfH77goRTsiVnC(e#fzF?jVqzp`^Gr&fLJ5bp$ zC$VbPjno5n3oS_G=E1<5uKK_KPC1F_|NFNHYXm7gf_B{d?F9Q%Ybx(Iu~3(I3H3cW zrbB&`O&-xJI)fxga=Yi_o8Y{^T*&haXMf;CDSq1y57CwPFE7GjY!RII3s5SgPdhF> z^{*ehmE~+`N|<axs*baO9wvqq4BQvUIbsCMtm+d#;3{oCbuule2G7I$D}oN0?lZzf zT(HWQd1c7Bei3qHP`3Jy=WYdd{q<XED9kX@A^fS<wXX1-6lbusddN01aPS_x;0(a{ zREjlDfyBIs#||59B+q*|@F)fEMN6H!s!T))+G-L{Zp@t&EbZcHaC;A((a_TzU*V73 z`D1P+QOdUY;p@lK_l<Ew`7r2TBSSjny`iRXoB3`n0ZVhRLqs5tSQ3$t6jCU;DKaa2 zm$^Z>n|<a>>r?Y`K|`#V`7?hPqLQ}6XX)ul%~D}(bL~5DMz(;iHfey~(l&~ay;v_h z*!BTv2&($Gh9E7lW%ae)qt&8<jUlh)^DQ{Z#Inl814i*x59Ob8Is|>vL1*_+lekj( zeqXhA<oj?eO8akXeC3dULGMAK%%6n!GoPeq<*ME4bI|P-ns|8m?3PD-q;9bN`ct>3 zJD$F+FUWQvt;-nOvvK$Ly|pq0oUpJrIV|~N#Ig*!CLQMp^UL=s%|G|>^T`#JMu|&3 z5U_ov>ALBc4IG~opDN$8=^ObXdjbTcibri)`dPdsw6oL1zLbw7m2@1-ybX_8%zFLN zulQr@3umBw&>zN%=Xo5Uc+ocvF2u;TV;d1WA4_>a?2aZ+!ut33T1TBR_p*EpoYuy4 z+NoS|My82eS)W~>1ai~@=)1C5jM(CX5j%GhQH55ptg*|F9INvk>_jBCX3ZF}P5N+S zmR%6>3hn_6qsltyF*^X?4_TaoIoLpWPvEqZug=^g{Vdz*k}D{)mq83ov*Qad$_rW< z&kI;$pWOUJ_FYHJuMVDUkiB{KF~AL=y4t0I;e%35n9B0C?5Ab5WjZCZxb@71<K*A4 z;LjS#<wOV7Gf#`Ni!$0mE)0Ly*43s}%qZ*nW5eV{)ShRNf*OgE-}Su?c}BlljV&+a z&WVs493P7$_ZJ#ZTyQ3T<u4NTY|cILG;;6U;-p2pATL)pRI2HVZohH#*)hu9@raK| zb=hN6N*v=|v<@xmTgG<kjEGsU2OPsRm)_vP9+qeDwi`E^Ig_SPLw?m#XhxQxO{9Gi zHKN$hDb17S9-Fy&HIAi>Li9-s2(re6K=IT@PW%fKfc|NPN(vtSA0evZj)w^_5a=OL zY6VvR;hz;8?-yh+PXkB$zdc7T6nD4=UT56|mv=lM8NhFa|4@Fuz%@+Q_KMBb?@xud z2-y2P9p`gIeBd@reb3mS+BG`c0e3P_8Zj?VlHJ1{lmx}&eH*vGBK!XyYD$Z44X9R@ z^-eP3keh>@=Hn2lmVe)pq``akvAfTs#tU7*Q;Dgw7TBmTSNgQ`t)tpM^VpYFDrMp~ zOZN2%mM4>3mTMb1Lkv?NWN`9tCW(zKqG6eOnX{&KXd6ngsRE^#grc1gA*dUTb!UxJ z-D7jJn;h;Q{w1T-6lh{64N3_}xpS{|m#<~O)c790>H2;JPQ9H<o%39Ibf6t#kM%fB z)_`ZT1xY#xJY(Ocppb-^j%SsiN*t+^IlYsLF)$5j@_E9|J~9snrpT&9j7VqezB6*8 zYe0@qIp)gXu&w6>Vw8=Jiyfs3FLE#8oyU+6cQ5nFhn(U@Wy_0zt`Nn`x3DiJ9wph^ ztY%vh<qnJ8$2GY*_eV6^bJlTEo{#g5Rf=<B$lS#+JA7E{^!IS9mI5;d@I}NBXIeI- z&NPL1U8U-F*|bZi8+VzTid&t$(<}@>qvxTH7Li#v?cihmL58C?a3T|Uz~GmsU<|H= znx0QRYa0^MQuez?YL>1-SZHiYTh=*V=DK#O8L<2Nb10v;Z#=U12W-fPSB?G-J`iot XKm|J<I}0@Bfk1|OX1A+!oS*&|%KaQs literal 0 HcmV?d00001 diff --git a/content/GA_1_6/Report_solution/images/step10000.png b/content/GA_1_6/Report_solution/images/step10000.png new file mode 100644 index 0000000000000000000000000000000000000000..ceb51c5704eb2f7dfa9192a57bc3c985e26e2eec GIT binary patch literal 21817 zcmeFZWmK2%wl(|%0|X?LP5}j_8zhwwMI;pI20^+*8fhsNl?DX`rKP)5T2krm?ta(p z{_nld-us*n?-|dRXN<=IGKjmb`&u>EoGVB{PWmzyITi|qy8Ph2<YN>Hog0NhYrwn+ zKf$nZ)_^a!?WI)hpI8~$JL%azLp{>7w>G!3H#gD0=J?Fk&cw=+o9#9m7t6Kh_V(6x zg6!-T|M&woD_diBTDfz-;3Su<@2lCNP<VRCC)!uBR1*|RDdmCWT_xwZm5~>kN;{`w z>jNBZI5<aq+}DD?E@wq!tD`d&KZ|i>{g$=co-1NCmTNXkWMwqEnwdDZXf(2zHp0^` zQ&uEZbD`H-=glKRB_)4%487N#Yj}p1^t$6-b#Df?Hlmu6Z*NVs9hHl;wC1^m$zsyp zk(89YuBiNh%_}f4u$dBv8~NVkfAOVPk1IMuE4#j4@?oSYr`XB%)yc_87Oi_l*2nuc zaMJ3QmP=gGIO)on;`;jf!S2`D*l@X`mkS3}o;>j>E-rRl%T~$KysN26DHkWuJ<0vh z!sqtSpFi<QNCLLzIyEx<A4an2)x5j_x9OFa$8E?()}N&{G`mkF<akY3n9{U>e06m- zO2~-~3kyp<gqsvcwa}c*WpDNJdl|p+ab36d8jQ>=ZXqEGZlgBj1j{Qc1XNU^22EiF zf{s&-p`^mj9OmZc<1;gU7qE#xrll=@D2x{jy0-Z7<Y+IpoIyT;#oWR|gN2=)y~zF> z@z$_i=cUuNKEw6#8oF!O?i_FT$m^e-p3t$g%fE|^EE<&lz@}yTCV_~U7z?Gp@bk+G zx##}69@?D@wY-!D<C2mR<gep3bV-KFU*w^#Ij)Ubd?$zhS%*hP8umA)8kT?M4J~Km zi(hA8z%ny4<FxqALqJ2rUU|IvusdCay}QcO(`IM!X~g%f+4ieU?`6ujI)wE1R!1ho zJ&%)Lw-`=l7L9U|sVFF1D=#mXR8@`I-yO1Q2p2oOxmq$uJuyChjf;y*w$bBYCKBB% zir*?>u)r*Ge}5|6FCro$Ff44fH$kCk-AaRNDDJkMZ+v|Gm)7~meSLjY<YQ0uQj#6) z{bFKba6^j<3yC|0x7w`2%C6Ri5IO{K*sc8Lo$@?W_6)d8!5}Un;a8)}!FDtgsdFB+ z(Jf6w78x(<uHJ0O^<BRKD<aWzvxU(wGc)rh8yg>+>rS7FpZF*Ixz0p>HfDBq5_qTj z{TXVF&n{oST-($0q`tmBD#PyNa0lIMe<3wduyCT+gw&|nJku|_v{Z0oHrDFZ$B)-O zDKYt#m6gG6$hvv+CI{Kv+#F+yY&6~JR^nM;jSmJk1qB5GB_#{;JtnQMYMxOjCN3_q zX@NQp1)nUXs9SO0nyC9>KB<snhC+H@?Z}9h@ZPW;tH%aEAK$C0vy(Obu8((X8yoKl z2nhv8a~r?1o9l=U2@VXz*VEIZyLIb<Z$JRHhK9yQmjvD=THnE9n`Br~V!`+h)g`m+ z3Wl__G+9&huF3Zi5%jjUw!e>q4;yv9wpR^@Q;RSeb;R9@i;wq{OI_+J%ujhy(G*5? z6;F8G%i7u+KP)V4@{KgL$yVpwkX03t4+b7F^6qzkn~7u6K7RbT{$y{A9XVR&%N3uC zm#>%&WbvLZ$MBk|ulV3UI=fP}LGoNf&j>cW{&e#j@l0iGAt51xt5@m6sDyT7hty!Z zB)pg<Be-&fZh3hb9wQ*|)vGJ6yUUzmCZ}7)8@$FHamoX~H1|TYXT^&83u}hmH3L(0 z)}N%x5wWqciGO(<1PdJeD3<TU2+tRPGC5rI$~g>NLPtl(+R;(%^A|1zNd*&=Rh1R2 z9PFG%zkYqKF^r0tl9JLF_5dlb>AS)21_3Qj_J)avto+#Ak!)I5Q1$SnBa?a6)psJ2 z>02Y&Nl=p7+6gVi)6<4vPdZhj#qghpey#5%*8YRuC-RqI<qfQV7g;5uu2mi`GDq0# z?Cc;{7e1Jdp!%)6C|qvjFQ{c;K%ep`*8e@T3LPIGvDoQ8y>gajkgxA~$$R&b3Jd!U zk6R)bzd!G$LsoZxwQOyCdfJza+ejCzd4D;tGY9rBT$p-hW~O+p@<{!-yhgWrx+Q|s za#+B8q?D*r>`YknVEU@?c9#Uh)NE&BI5-yF<Nb}nQU_+y!+HA8DJlBBUlp4>JNe0C zBO?Q(Y1|3FfB%kb>~%OlIx06em*d5zq1)-f++d*v1u=`NS9aAYIjl9j)3-Msu8;fR zp`&)!#;n|4xVVfy7Bg;(^7c46)B~4*Sh7$#tHq0PZ;Y;N9Wl49cK*QN;JW@y4Nkq< z^Q1TzBWz$})um@wz9P|aBN!^QsB4SneiI!Xq?mk<mY0`kt?Ep)@@Q4a*WX`%b-2WN zF5U@+dXgerb9!=whQbrw|M(q`3Nhlg1QCi)pFZs$E@f|Id!AswfB(LCZ`Ae8hYyZD ziLAG7p`lo`N(qq#22=I{!vfFq)7d>FHI=c@V(22uc`}GGgqKY%_j8}asKbC3*yCl? zcqsoUM_3}i)#xKLPGg#}3RnJn;nbnIxm<3?8%_JCM{AtU>$=F=@>gV?e_mQR^~*R> zN>cKCq4}?unHoitc%J*`($dq>cuvSNRllR7*7vH;Mv6t?0nkux;Pe86g1nQH>0vzr zkVVbP%8KI9Lw8&q{xx~@yG(v0ttVCf9O@!2<=|wV_c;u5F)Qk&i3zlLxdHv*?185m z8o^-n1tlH7f2$iB8;@-t5n)|;>ErXLGSQOzVd|~7l@#G^Zs5<rQ-R}s)W~}lyfhH- z^5pm!+3Lmi3vX?H1zlx4kD6FmFtN3Nw$z^qe+oBgu{naOKRX#ai*_5(u&TI$3Uoi( zy+j+6wS{(V)O}AY!Um#8ZGXQqi)L|GF$*1?I0|3LX|;U85xf(YPtCQrZ{MCr*=$Zf zm@>AAH!6Kk&+U2GlPKHhV5p(qQ$8woJb}m18jJVd6IP+|nTLmmI9p_JTbpdecRaD< z9EER6lamd>46TfhVy^d^7TjcJ=Khs6m*CoAsOcKkrdjT+s0t5HqU~HWZOqKf41S9H z_VE}s;-Pgp0&S)mgD|L_tBcFI<+%$S3>)Lzg#`puamcvpr}JOoiw`@Exq~O~nI>!x zP4GN@F|oYt*0W-=#Ph_#p}^X~fe6{%Y90_nIG=Z2<8<3!CmtF}a9=DM&Zuf%GFvJA zoSNVwbMw8-)Y1I>a{@xb-bE+)ZUeD<THj)~1KU_>S3dK>Yp6i*54823XWAtj&%^P> zA#?;*S64e)&^w4yM}LyrtHTqk{`HFtt|uiS;j_UD+iBjul-Ma0hgz7l!exi667SL_ zG!%FPaFa!<9uu{G#A64|^x;wE;h~`yy0)`_&&EI=LhZh-7!hMHNOkctd2bQ}2?<FE zl~7^B9_$Kwa4drHxV9yfSbpdP1OzCr?d|Q|{M0(|@g|#<$wNOsP`L7$^|Qc=Qn>b; zk5_wR;^6S86`BpOg;4P0ii(Odw9a+J2P2`D#@nQQcV(!%tIKQb>~xP|$i%?F2ht%& zi@7Em&ycd!QfxjxzMR5BfALS%9q~eC%bjVgMWx}1BCf<_WMqwE={kFQo6{}Lt*sJ9 zMn<t?LT>xk@7}-H+g<*J*ps4?QtxUE1b@ZHk6+%ln~id_0vE|37Z+F;fJYI&&SSPF z`Yfw(m9)&}pna8P>DBkgWf3cK`W6f5^Bob1iQ!<IH{btI7OUD|S5i??iP&ow8|dFm zSILfHfh@s4Ha4~;cUGdcp`oEM#uvZKv>>y;H&vb{VlOlP3Pi-(ioH=JGPCGZQhIxP zL*Q+0Z*K@8<5rJ5U1Z_!|JiL}(i$2t7JD=}oL5*$^L)|FthJ)NJR~tT{lNZLj$WPm z$?%WG*)w9-wTiv<s<Wdi=fj0mBq@LhP6aRF;RlwI6}?&Iy^UGw^35O2&NJ^-)V227 z(SI0(i}?HdUvz`NkGgHgKu$ryX+Fq-+(~zLH-BcyL0PPPbYaTp&*veKHSVp9q*^}R zI-ASP%>Mkj{&S+GrDf)*sE(Fa=;5Kulqzh2X2V>*flJ4GoeKkFo>OO@{2pQ>+Bn?3 z3y|JT%+4B>6Hna3#l?+3bO*aZa-T~)E)~?(o@bjjPEG-`40WRwuAd%%Q_q-ce3p5F z4PjiX*mef%%GIl((gvuH85tQP1-}OeQK-emMcEHy%j`!KW()I$`BK>fv6QUOGs838 z#kzV2AoU||&DJc@&*;`{U)qPI7@wOPm`FU^Y-J}PBMa(FSBYiG&dA^?D;)Y#f)Py2 zT8k_=)m1`5`yL13)BP!D@V1KZU?Q%&NZ>;vo%L*6bnI@yL7CY8__+|u+qr$5{HNkp zYoZS6hkI*ysQV8d)Ic13B>M2d15OWI)VYf|)s3MPp9Yp5i7U&<ylN?hOu8Fl($pr! zfC=Qb#~8I<Xy-y&B_t$5r^w04U%z?d{VUJdsnO^st8UaMIdB<!dXTadJFbx53n8`9 zs6<jg=ZyxE&^3PZLDa_u4iCFW%qm&+Gp&)FX8jo&hheiii~Rn6@}dWy8wO`N3knKy z3JQ4H222ZbzJIUz_9Rud(evzNZzU_4yYRyE#a~^YBtqA!P7lp^cz8%%9l7CZbstzY ztY>}@O?8u^_9uhcKPsmW9nTC9TxF2;f^&g|4NNL&xWbzz_Eb)li?4;a_((4N<ghbM zL{M;)^6uTcn3$N=kVJ%%ERHfko+TT@a|u$BC{cI8$4{P2z?+!e4WSkx@95~b|L|em zR;Sol)*6R#qG`Bxg^S+)`ouoGri~xW*>~6?&!KQB1-!sZv#91&3poDHH*uZ{<<GGk z5k%6H#u?ZlkVdnDxjxt2tv-jR+n4qf?1y)i0>Uwpy;#HJ*8MJBP?-rNpdVjY2r4ie zh#A&hZ|5I_YA3C|`hixsp1<G-xW$m2r2zx*6wV7@B00cG+$6-(EVaK>=CszBZ_=|4 zXSe^ocMH<aqt&vnV7Op<ujArEVDSxpetu94u>!?&(r^qed19l9rs)m6G>1_e>EN$l zwCwD7N4qO^@V3|6xI2fpUGIgGUjTCvKH2V3Ew#Tzh;^YqTPHk%QNECL=$O5@>Uf4d zipS*2wC!z(#F&s>B1zKO@tjz9k(CY(IS*z4E)|!5_U?R$1)3M^P2B$een_?NnVK?v zU{QN{*XLpZ^EFl^{WxAfmz0#Wo+@^731Yo!m4}GO@rE=~HCfx*n(po9e{otH-G_=G zq#>Au9ty>)jB>ug!PuKyTQ>7uv~c%&zjB{hoF2RHjRf$Ixm|^V6v;QZxVbmx#Lmc0 zPfwpef6ftRXKn43m`GE3cIt|_aJZJWlaut?XoZHB)mWvwo|#!NEHC}_>*sfOch@&J zxh^@xFGR?T)_i^t!2y|BTf7hnL?7`74=(-e>9JWJ<TM{GFKJJ7he8QCxI0<8uBYcJ zcnhnl6TUcD_tdqRaE0S3nlmpSpL0kJyS9eM&(DvPyiwf7xH2*_NTMj7-2E{p2cJ<s zK@y6T;AHLD<tJlqTbEI!Ym|bv)0j{YqeUew9=7V7zJ$nnyy{d{m)9v8{PHFG@kY3( z<k{)T2IQ0!O@4lU6G4m#)jz*Hq>XGv{A7Jo6I^{C;{&^nrLD~Tdll`Ps?!~I*=Vi{ zo={_fAIq_wk<qMh=`&=oD$xvc8hwEgF0xCC<iud-^vulI*d%O{_V)P??j#Mh{ZzRY zv0cE|8B(K*?|C#d7P9qmaA+tPs(4P%Q@1zo-#?=q5XNW<?fOB*(e8wPvXkv;u`vP` zc;(HTH%MYsTw40dIN?R3;cBE2vR4{l$0HRixBw!^rHGIUt^sysh(XL;w8<k|+gwaM zJQ67XoSmHmUu?|=A*ev{QBqcxTw5%^Jp2?hTGlAe_+DU2OYv-bEMvZUW=>w-Rix;F zQq^k9GNrb*R@uy?voL>lU~51&Uhpa0F*XJU2B+(;`J2Q<E3U#!F&f&K+309Nhcwu5 zS7g3ChVA>cy)55y#xli7qsWp-QBkqByIb+A5)-%vMrwF}#CGw+U*Rs0V3nkjt&NnN z!;m5CL$avf5qG<`v$NB18A`YM*R&G8GG9s;gt^<1k_V}739+Qg=Aug!UH5EgeFa`@ zevaZb`_T2ANBollX1p9DQg?}hgOBYm0VhI0M05k5N`dKpZENepwiw=rae@v%42RR6 zru$Y^RlRPVVcnhi{P{ZPvmb;Li;GNzSbp<;>5)-f&t44zfMFvmz5A{3<NE{47#;ps z;o&6o(qV*<jnww_Jv~0%tFqd0U0hmffGy*fot+I=q2u6CC_g(r%Jevc9ni47(Bqe! zoD4Bvf4JCYa=tq`Gi)SB&xcgN`Xl_ccxq1&6e)^I%F2aiLf_1qp|aeSVod7bbz0S& zqSZD{EG`yc(I~`$y%}$7flaV?E0<?9<`LjdZyPxz{(R|?{R3@{%r>_{J$V^ksI6H% zKDv#K4H)4|aGiAY^lxHfOiSp30t3GeEfDL?u20nMH;J8gPflp9m2csWx~_@1?N0;< zxb1U5x|fuke1ms^2+}$S*5H8Xv@|B+&1U+20D>kaC-pVie5+yca-28x+oCwn0f^L8 z>ae8n<Vnw`+qWTWo9{5%c(9e=x_TQilc}cgrp=kw&{jKJ+m8cFP>>sFrab<JPe9-e zS!`RPSXJK+U@y_KL}P=4fp6blDK075pw)#Zx<c!F=h?Fx5a>O&)Xa%5b5rnJ)_*r> zvWD<MoX9JtG1qA9`Mlt_a$?Nz@=DQI<wC|sWFe@ah*;m<ty~}t_KO}K)-2!t`7kg% zoL|%}o0p&Z5rO#dHfC#*RPZ{4Ad0cb$jG{Z0g~IdZ^xf{N%+)wjg&djGcjRd`6WFW z7`d9`IctE|UUwQDF2aL%G*I~Chs^%bQPGl9QA2GTI4ng41>H@BT!>M6oe3iQ>vecg zXI}cafEk*anrb5pkuo@$w+bFu-Q6@NJ)N17ib}`^JH}DGK>ad!vQ^(AuM=(>*XPu` zoo>sYUJO<h^6n*zL<XuZqmM(uL3`uI1xC3zj>^@_BTM8Z2-r-XKipn87cUn8_54(4 z@4x{4ty`Cp?}g?n{eq|OZC71x4)O8v*)Yj$2b^OZGBV9d-5T@^s1(uA(2%(OiijB^ zJ^=-VS<qW#M^NPMkI3@pSx<=f_V-UB#iohLEyzZ^_xJbZs&@V0oqkT&@QVfnG-3~s zPS{vbZ|B_?L9TbA=Jr#V4*uD3w82Y#^O^Ji(3jz)#(QYAzF%6e(a|k#kQ!MkK31kp z8XXE|oy)YI7QaPKL1qqj#!~b9=Y{)E#nnaGBDET3xR|edIFeH1GS&N<a(=JEr9UdZ zOKU85osO=Q3eM4;xQg9S;jXpOxo^;%@i-|b7k3FyyZ+FJWa7C&=*A~?S)3j{*^e0J zgtiYOA4*EvH|a-}NbzCaZVY&?kk}Kr!TClYM#J0Un@fG_qN38%@U<|lMyDn=iOhHO zT+QdM9=XynHJ`)f!+IDg2S-cmMJ=3{F=Gz7v|Sx_2e15grdXKv&4$7r7jyZ(DO)vG z51H<%R6>z=w#>s<$HRj31VixpYWw6&7JkBuxgM^U648=rNV>ZAYT`6Y)m8^nPA99n zuvhrlO+9?M)^z#D&FZWWbX9kZkaefJ`cpw!%$~b*h6aB-I!G@CyTy<TXWg+DWyM%7 zNK0yr&9q_nihAhr&i#tV-Y35r1{1YHzMRQ5;OiJ853cV?bv(Sxq9q9L(U7BU_}&Q* zuCrd;Ic-uBui>}kaL)!qCL&?lEDamM&jdWa<5-==dF#fXW7xIA;=8Mk0nq24=kB%O zY*P&kPbc46UGaIbw|n<)!_)fI8RXzyV-k7^ogf_d8_FxqFRRL^7&OK7xtoWAYW%@- zT*ToX@oMb87#_A=mrQ@6p!_79YT?45qk6cAnqTv+w8o|fbL%!gZ#xVA(iK<j;pMAy zDXWgL`vn`1v(28r!}JC<<zgsCfJ<^(7FtmBqZ%WpduW?Kvh^)CUt~NI#ZwWwkt7kr zut3q*d6~(q;~Dr*k*jsG{6^Wijqc|vtjF%KYw~K=u^R{HtmIQ)S~$4*EvqSozGTq; zI>|1RS;*ynU05SJbP?UuNg8GXf*s1^Ohy7^d-y%)WRnc`HwzVb_vB?_cIUGv3TgqK ziRCZh6TNTewiSc_0*9z1HX|?N0zF-l5Jg?cd9~I|j<iIfdpmYbxkq)@!bLb6-&~Ma z8+?QJ{{2>I*wY!AhL~$h{+ILwVLyMenbzckT{Wi{^+tf1nauyNME7eV_Nl-vQnEvt zspUHOf4QBhb~J;I<=~XZ|FD#labe5msYa<i9bJ-K4Tl}Zn-)XN4SUJJRQgkVs=&A; z(<x0pM%z}zp29S5Hf+-L5G*b{k85SPW6-Hl85DRwm(*xg_jJ|KSulw`A#5Jo{Q%x1 z?}b>O+c)mFrr%N5zA*Ywz(;h|F{(=^0QN7=pIf}niNh`8+tG5d3U4iREMV{60|ybu z&vOPxumOySXv@Bmr(f;VbD*2crKO`=03-3%TzMDeP=seRvf}e2{o-{aVtoy!Kfg86 zk6M_ZG$)J_Y{q_q!Q1{Uk3Ag|cJN?L37G$Vx_yeE5U^IT8-2HV&$--RAAZ{#D|tvQ z+5HN^?ygqL%(q_vH|4|GrjYI-68UJjmm{uN$$uqPqvIKU(OcT`a0-TPtC-e%t;qT2 z`3#~yjTt_>QKwbOR@_>&Q)0dw&stlVC#9OZ!?U{Sz^8p@cxa^K=a;Jlig?u=5>&RZ zf^+b`^F*G88<4byWEXjM+{x*vAvG5lrgCoOhZuUvpN#9Fm6K3g_<ZmIf%_XB8=?)9 zM@4RHoox5~E3d#?J09y`*)L7wq|I39_)06vmXoWWLra&`QNtk-e{bozPt(1_iSKVb zZl-^0>exm%f7oZx87;2K@~tM-)oy)Zl+sz?EB@8AhGJbOO|yLaJ_v#iP?6t=>yv2% zdx(~(P<%4x^|?(Pv0!5tG%V(&oYQfs3^8YdLfhNBnvZJg(X<0Gx4kmoBDSR1#L=b@ z`Gh%>)5MFB;qtnqy97PhEn>ctPj+r*Wi|Cjycl%h!sEkYmOSr*m_*}6vkAlW9Av4l zqv3GdYuw6=MSm#y5#xj0rCMp7vk<1#%0PMc>MuXl&E?yhc6;4aHCpgT2QFW&jj=rF zU;ki5M`!9IMN^*VvSW%vDS&hXtnKY3ot*_dP7jQy<^YlOlV#w35lVUc=S!j|#&0!R zx&{bTd2V64lH8kUB3Y{mHaMcazvShA&$~iR%GqGaB*fX3(I`u<G1WEK=6iAD&u8$; z_zk-0xkpDwRZDDd9PTV(pj3-2sSvCj(iD0Y7913Z&7>qWvKsffWo{V9R$K)K>ign0 zZCmRl_NMc+WjTw7isT}4(;p`0{T@?RD7-52kdY2dP2TAEdX3fUfPrptfrZ>CMK0cS z^Ax&NwTpe}HsjT322qONl)4t|Kimvw`5GP|k`R>N#Qnzo6MNOGeIAj*`2Hzfxl2E{ zm|iEScs~`&9iL076pal1P~>)%U`JtOHYOU$F97<6jQO6kbFs|}eSJC}^2^W-fgH`d zXw(IpJT#?!r?;=~Q&v{Teq~Y;I!c#=6g~tCW@mRCc3oUw?e2CyVr^P3bJg1&sZdaV z60Sw&cmF<n^=Mv0v4W<L=W<J<*sft+opz87EqT4~bB@|EA{n#b1gQ$vV!W7uzp|8U z3#x@6=&qLLd>DK8_U+5{b!(`8h@jvb%+Wgsy+j<;V7|#!D7hfh4~UDSWKqjK4?vKB z%l1trrl;vk!GP4~K5JEH8H2y?HFb!z#2(Rh81UNWB9nXH{92u<uFvdDgvo%J1k-_l zbe;)+lI7zh)fl9^04(?n4yr;AvaY*(BgKG~+6Xdln~g~+fchpN^KCFrboYl$9$@`K zQfND1h>3}r4;K?aU-Y?ydnQ%%#>U27Ma6C_zT{+_i|4Lfxq?qcb=mJ_5rLDE@oskI zCjtyR8T>@;E}qCoPb)UKzZ4MN+jEez4<w#?DKc*AG^gp*;NB&?oOm!Ov6bU#k^c3o zS6P{BS#3yzJU4&_Qx~cM&*8_V5e)%^?yQb6(e0;x2J`}skB?u!f8RHIh^&CL1(Yw5 zD>t=DRuevQAEqjx3?xK2`FgL0hN3swJq#tm*SVQhv)V?t+`;nlJq~IAP{G27H4fHt zt<{iZhhdC=CZms~5A`-U?C5EITi(3aVP<2yXKBeMEFxlM_w@P=Wo0g$9lHhvF%^~= z!jQIOnR*>OzHcf_)*Pwl;W5|eXnuB8Mbb0)E^>UT!bKx@9VL^JynYwbZ0H#XGCYbo zPeVfkRf#^}MfYW8>!F{a@bsx4R3mM1x34B7BnWt(3Tu0wI24zaO?hKb=NSIFP7BFl zjiB`TCCZJ-V$}49ULFw~?x*4Oa}TW#Z7(3XOW7sk@iohUC=OPAaR<`LsWzcx$a89w z^ccj%Xpq8rb8{1EMnPLbANn>3-eF<E3f;f;1`-{>265oR(6*}ulO2buxh3~Ot(#__ z^CY#WuuZtwtF*-&?h2E}33oLqBwJv7@N572EediBq9loeDEySVW>HI#$&Q<Jbl-BH zM;#n*bq*c3_4gAG6<Jk<_9@6uS!UNt)VXbRap)-Z@m}N1Lk&II`Yx1=x=`gpn&K16 z+jzl@gH|>m@EYFN_am#zECh<-jaBc1P=o0iHjq0E^LJr8TpoDsmPHDY{QBpa<gaPe z8uFSo{Z~~!<`&jgpi#qJH0<NEYOa1np8WGGJ^%TOOlG%}Uh)KD{nS0M_ckDT`28fG zdZ=f+ne|&k*tXm9{my`48GpSBE#%VkT|#qz9zZXOwlpZEdh!+g;=8j9CU}qU5Q0{| zxfsqf+gvL<kCFQ@XIbo#)4c{?zLCv#<9h@IBcecmSh*h2g1<NusK73LOe=^_5^RQ_ zm?G_FDvGPKzZS2!b|cO^JDr>pQsMb*BnrOXg6k!*)p1DJ2fK~*Mmbs0w3QX%A#2TC z0SmM<=vs(L^3ZhsS0$xeAv=bpqf7{1Hywj)aQDfuUh;SzQDC6p)jAwSM(ZLKy?zdw zHu71Y#nOw*x1R*==esS-c1qhgi11OhG(e)Iz&sO(vw27ME3V>Qa)EERrx*#|l#m() z3P#8OAdk4{tp5`wPnyL$sUUZ$FqJPp?5B!mgZwR*<9A5`1@Cbn*{6l;&MUAA$D6Z4 z8vEutR3i?we#2PFM<oXKVooe&VmP-VTL}_l!ol%&OsnXP{i0hI((n~?PkeQER4(vR z4=saIu!mbdI)P#t96Z7Rd-_~OJZIMsS+*>uxSS#{#K1uL)~4^lUj$x!qhw@%Kb1Yi z-Q6^T+x@qrpbk<Cgv@qUdb{B`u=3{D@>lT-7Xl&SkIZXmKJ7~;5~frlrAcb=<zTHn zD!u!x9Xl{6&?8jO|0_k8z@YA~wN4xLYA})p#ov-V-jQY|RPLWhmmt~b`xKm`qQ<Xv zhcZRN@HK{cv{_&vEKVr}28G{7H`dPOP=VK4Au9tknF^47(#XwB1Uz}6(EJQ@Z3@f6 z2S<WAt9B^V=^lY%XFZ2RZ|JSeOb&*wa|Y-l>$CZ%@Gv+VCI^EFY0{2*yt{@(=Uy9Z z>Fnvg4(HYvFDUnl3Us0LC!-6>$$hIAn2qhfUpih8R3o6F;Ae45Wxf5BTR`VVUCS_6 zTpMehPLXj^Q7n1)C-r(?n~VB%rCYF+50u10MP|b{0_2|xu2woxzRi_+{kq>CZR22) z+^v)!BXQLt#@pFE=OU+`;BZeTRiTXba|uZ&Vt=wEA+N@}euD&+fm9R0X-nMrjK`)I zC)=gj^|rbn<|wL8jH2+6dXG&KTSe&0mxqjWToiRU-BgX*&q7<y33DDC;?xHquKh!} zZ@!x*Te?*3&ROAGG^e8ya^q{ec6oV7;!@-b#)zBpT0>7s%qe7XF6_$_i8miq^l-Ql zw>j^22{)d-2FZ}W7D&Seg@?nLpQ#Tz47|?;FTn+XG=C0uM#vWQYWDAFGG*3;<-1+~ zJU4a6@e*vb3E5LMx8fs~{4gfT08;|0Gzn)K{+pSZELx%jim}KEZd#G>&W7za4R@d3 z%;wZ}GD5rZbMsA<n%D6wLAMv<bd|#EV?l@D$pW$ZtGoTTe&H+b)dB=${g|1<{XV-a z&CkC(pG)u>ZR#Z5`<1zT_Z%ebzY<SL<geS#MpOnhZ^EUTeSfHjeZ6)WypF1eds5}> zl6fvxS`L3YrfXhI!nVlA$Oz6sUuQw<BvHCtOnB+0J=u(l8Umc8x25{--#2r~uYH64 z<v!q@?^<V^*(Y#ZZVzc!b=(VvDpjHRMf_!g5o+)>y_QJfU@EI4%$vggm%o6TYB2U` zVC%C2)mS%bvxv^Rnnv<Bcgc}8A(%&F)X+ATkkks$^AEHPDyzWC^FPo9m(km=gA`>k z42!MJ(uz+-PVF|akWVO&NPjh5o|51prAhNE3jPgwc{i0m9NlJ={?5P+dGLbg=7a(^ zCxWq51KD}MoC-0II*4gk#Y~VoXnRMO`(xzQ>^xe!JlLU%skymtC)jjIh8<44qu^Nw zqZ7ixM^WC^dAVJV^?B~;_=%SBC%gQb;@2rXiWBZ5A9H8zk^{d^!J>YBcu+Q^H(KG& zu{J7tGc$|7!#Kh|1^@6>x~k_oT|Z4ZrqCBk1N7`p<Ex*&u@fnzBv-%+C5u9X<F9b9 zZZ?LLmD}`LUp~qU{!Y(IBlL6YjgDeKqWsdvmWjx;GS~3RoPPOAS&<NOq=i8gEnRSq z;<2e{?83<#XaEZRjFFRm2A=;<c#lb-Ao}>dX@9B69dFkWxy9!5bvOiSanOFdV`Yr9 z?bz7Lc^3jqP1tq{Js(Ei!`Dw0{4!oLWylF*IJpuvUf|a<<}OVXGJjv*;r}%iE|+B4 z)bup8N&0AN1KFQ{qNC7H?AK9>UP)<!=7Mj7A4%KlCFj(NoCxDnrQKD^xk!#dfxrR8 zP$o%^#6)DG_gvho&9A9Y80!j@fco)%kAbuc8e3!^dH6W0T9?Ln$_-EiQEl(9sk-od zEeh%y6A36M1Q{tly6|(834%LHsAtP&^YLvY1(&oWJ0(6FYhs2%PuI7K;$6R6IeK?I z#MHp+4;Uhlq+L&2&e=v2waJ{NuW}E~@$-xU`1^<^W(e4@-MlwGkxO3OEVN1zx(v%R zLXaQE7bP-Gk{584RCr2`RDK;u0JbXam~DC|d>r)_gPF{_D3Q4_z!bl`vmHtbMMk*Q zB%!d($Chp{oeYwzzrmWX!4WG*T?bbv1$AB$p?LUg<8psU%0@9l#a<mFf5h+>@ua26 zYHBSUgH2>U?r|GGe6Jxc1FAcS_f6i*`h=PnM9*f>k<Yk3EXfNdfF1;MdaqjNO!QO+ zefENfbRk4MM#y65?PQna&$+}j=5lwwW%6Iid!?XkQ2k*l^83vGvzyagA?sEyzxRsq zS=}@b@~x6qkp*&L!Jsh1al9HO`~qdDY)e_D>L0&waQ}WMIRAo{o=P7FTvC#s_Ps{< z#<UEJ%CNr!QL2Df4381jooIc3Zi|_VogR{!45)$BUp1`zo~JP_HAzy92->Ow^MT5( zH#gL_Ws0B?YXIGUsOEfulu}z)w*lQi3NaG#YrvD#*4BpBg_NP;b;#~nRXGWE2;GI3 zH>RUR2YJLOrN>CapW<C^eCM5Dt)NC>OzW|zBh5M8dCA$Wofcdode*x>^-}XB>XxLl zIDmW`f4pZ#y055e0His9R!Ax4K?yA(gy6Fd7`NWa?*d>U)B_%kFeIVnC;$YGTzk63 zyHF}44zwrW*ok<O3Y=8*oABYc>X3uiueOP!?tD$9Z`7*lFw$jbObDYZz5L%*c?g{d zdXuW<&YVVVQD`4;Ek7?%Hy_MF1Da=%WQ$~P-H8kFBobA?*pO?y*Y<*R4`PgWemRy~ z&JxS;%2QH`Wp5i=btC{fGQp)5u|{UkGXACh698h}Ur;(_@;{(-*ipFx5QFYyo<lFd zb>_>Zkx5%Z!UrTD_XVE>f|a_tPhY7NwY?-$LUeD}qEyHfg6$|<xzMYxd8)!~pFe*_ z_@>Z|@vEp1LC8j3T?*G38PB1hebVBbsT>Tgto)Knpd&(|Nj9dUq=Z629ffmIBDH_C zys|^vO1|a~P%dx0*Ln9=T`!utEY(LTKo1aXDXUE!@JdNb6V~0hTlERte)~Op-!Omv zHZXsUk@QlSqig7rZBRnkq$ptF|Fz0g($NVICSgy4<bTZLh*k7xnfv;U8=v6YWa;om z;J87@*M#zHIzpa~pPvMZ1~UhDK&XKvs}?*%!DsHJ-tKvcpnHY!{A(TT&mVrgRyXxq zmbo)tHPJAteyvyPTAS3hLAC08mNoi8r9m+<<n@h>N#*5~fI#q5nL&M(yfM|33=K}_ zm4bmT=*?0JIpRq8<8XS2!VUwPq`^q3L*}WQnY59co121?(spe7{7q;iAbdM%X^Btc zvY)6L{;W&*mqQh0gFBCv2^@_H^*evjDQR19c%-~;<tQ&=ZoKGvjj5SRbmZ8caPRJa z)R!aoF}-2sq4^+@+CxiATSJOezi-~X^F=zz7N_MhUtY?5G5xOjNx}YC*w6P%tCt4F zw!R0<mW-TiSw9}HDRbW#AF1TfG^?N3x`AxHc(Myfk;FdtYNNG8zx;q6A3_Fr34ppe z>Ic3I{rz2h0Wda6Z+2%urwJOl<5N>U&;&v1>Y$(?guDktA%wq2#H@Vn+BFpP7*xOO zU+6XE)i*F;RpTR2OjT?KoHHA6PKPFnJwI~Br6Dk`y19pl89>Z&i?hdN8%U($<&*T` z^rp6+&PxVgBhWTIH#haYiCRKin;Lq-9M<D^%!dju18W84<%dlIJVxS9(IXa_hYvaR z>oK8GYZnGS)nI2MhhJ_`MH^XWTE~<*dd@ujFT5AsoQ}CFg*?b0CBoTrYCs<If?3z! zkUX^zsk*kgL{E>N&SzX?K<)-=wv#Isv>oon^<oW+HDmALZHm_w+(Q5#ST!Uou=DG? zFRBtUZP(zu6~ME-kyAIgByHip<LD=D*?nm=$THp1sU3%apumu|s5Vg4lC-<&a<)8f z%|Vi>LC$T!hylJgB$*x0bH5F)%>Y^s0HNWNO{4K2eHb9PGV%cNxYxfHl~E-WH_^xs zPldlqzqs7W1OW*h(9w^@rPN|6(-RPtnhlZA8G_xfYo0?)n}GYerF2fJUa|=B^7khx zEeNB8tFK02I46Bq9H0Ke^;gf}v-Y>@zd(G?V6k)Zj1-bk+p?+pD7ug6rB8q6yY7xq z<(=>moO!=g7c%}+eg@1JGX;b3ih)|N2u_9gFJ@G}PmD{M3pf)nL6c)~$^Sd8I)LOK zBl9x9v@(|7_;U&lc}9);uyv_rOdSMVKV8;e?s)Fv(L0lSCc5Ez$qO0?jTiYvgwljM zO(g8;!H*?T*WRO*R(gFAia?e!opD(YB1fZX1Hkg3d-7MfaeFt&llsUI{-%ap^1O5P zgZA4NUyt-5Z&>t(9r@B87xO2t$VORyDfI(m$c=8mqUASwu{N<Av~IM%)@Xq^jty(h z!6xZbNxfSh7*$FHm!^9O=~z#|cI`H8MTp(+<sU57S=;D_L`oBY(BaO$8(&G}9$!l1 zO9(4%O|?sWA#Kl$ys75;?74h3o?GXkoX%mUrzzvYwi(ytWc$#o`&a9s;Bi=`qw?3E znzj2J^3SO(An)I~gRGDJlS)g|Hma5IlH?ObtpP80$aC4~I&R+4dq(wmG4u7NJ2|mu zB9s<QOA$LJkS|1&5cF68GAt>%Vw9TO=*vOH;JXkrn_r^(((`y7o2~A`tw`qAE?*XQ zYO?aI3!c!?b@`AGJc&ed#v~2>XE!9yw8Nt2>4AWI|J?vD9T-R%H&)J^EG-0#M{IP| zi%T!RE)D!XZ~B6O(}5aUltseTT_$0HUJ5+i9sdb+`mi|mhSj!|=)g{5rHQ}toGSCy zJM6|9k{9?z#F)zQjOiG*kdB~Y>XYV71nHe{kEITY)_81y!`CwR%BCcPSckeekR9*X zlwoo_<%LDLR__P4#Op}%9#|R&&7;5f4lGW1uO~9sLZfTB<7V~y&Gg3TzzugM^n%?- zsmU*SNEheO%}U;XX-%~ZLyom%*7!m>C7w@8lH`Yv9)0k>QP*x;{MMfm%!5eu!4Lmr z0CLU)c<>4k@7RhTKWCosBbm4)F+Ct78FrF69R!{Cb|usv^~l!4%Djdw9z4jgH4~m# z+z%hwi#VH(d~$;%vop=XftOH_I1)I}L+dH!@~WSSkL!eba&^$~<EbZAJ)2C{bVWGO zUs>0#C3{Y(^r$litA89)+QIaF=FHT|L}57eq3xeej{es~X6<PF^Uz?KlB%zYV->&q zjOy>GNb@u30h;3QyAQ88_oiR~_CrVapzHRpzhecZ{$>JET0iYG9~q&s5e|$4(6B#a z&iUai3Rg#kH|b>z!!iZbNqktNhwhBXKA>w+RBPq@Tk(${z+p(DtmkAzdxaa@nxpJI zfH^sqXBRStJkbE*4_RFbYu1HYQP_EDk17yZ;_KOfVIMjVP6fHfB+%@%{z^(2s^G@@ zm|grTejxG2g^vsUYfGugknP^7(Wtrs<g38I)tin?X7#=c_*YYW@X?V@RfqXZ|C-1z zaDP*ycbp)@#V43X3q1$)c&R^j(e(DOW|eVI=GYAH#pM=LLH!8llLJMuFY_BuUQwes zpms~jN(>{PZ%_4jcma76JEU@^7gBIHYkTi%7x&+^UVI$Ap&t7r@&^=23p=MBEXBWX z5s=M$-xu8}8~S4r)DJ9g)Zy!p;A}Y5w03*n%*c??htiuHJ5>JUbanq35;-yqs};mZ zBrozl8YIcE8_ygY!9*@bfWpHd@^C7`Lq2f^$ZfX8zroeG51tCRRT2htMot1U1mz+W zLy+R|kd8o37njqSH0TcfIEtIo%1H4Fpp{<tXMD*1?@sQNC41afIq%-^)Xm{0i4N5d zzsHt-P*ew&i)LSDTrN97d`+N-Pf;-WUoBE=C>a6H%@ImA;hTiMA-H9vz>St2Bq7VV zD*(r^{y9dl8ayiWW1x4LV{dxX_Ep+YT#o!R3qSDpS!1+cyu+CpmzS`Rg_kV4&k#`% zmBW6Z$?0fJe2p_1rSc=2@6l+a8s;@3cai0gtGgp3Ll@$*vj5ieceo<-o)^I-aQnnD zz2WH_g9F1M<148(jbm=BF+Q@@O?_veq{Cm_-@@_vn8|JA#nN6T;;QKu(E(n&D~NG^ zfpXnmQb$RXS64^*jZJN3?GM50pGi=!4SL3Quc^-I3R5{mW^-p8MEN=X*}tWi|0S|r zW6eev>e(K2xrt4ZX4u@NLI+LezM#2rU4u|gG-|*U#|?;odm|fho-Z%=?I%xm#`7k< z^I8$!>&+X3iBJ6Nmq@Ne_LHs~$WVL8ww$v*;lv(Tdre;7#FCHHuabs(Z2vIvkz-Em zvW{A*%sZ00J#l;n=)&XrsrmK?#7)Rw_J-!~M)`f__8W{>^Aa(}QdBpn1^_r`r=Cc) z#j8fN1CZWpT=#uA*rio>s+0NttocY(fDaaU*G3<Sif-#nf+n^PWNWW~bg4`ZHgF-; znbXyd>Je?f=8q|67OR)ny&^0+izSd44?WO~Y%xK-;wonCSkjR4P4y`UzN6e%3QA7{ ztirTw`K8(K!VXu^f&J@xjZ47?zf)*$BI?gougokM2LGya=X5P*U!)+nnRa{7qZr#J z9>@B%_S4o40sG4HYvyJy0!CYkv4G}I=-SOu7X0x(rRM;<`g`|!^41;82bZsO64Jq5 z0q6b+96@M+-S-V^HUy#RA0kq$fp_rp+8qP-g})xy=^Bj+FEzzNKvR|&<(7gRT(`bW ze46m7fu|!U(rs*zC!3!!cRl$UdNKL1v_|emrn7GM!Ud=SEI`YI0~BLmd?AEWpea6T zM7V`q(QVVbw$t~qp8_H3x(L#ihwkJ;FUPXSjVnRfl601)H(~#O%rC5+$yG<XpYk3y z=Os?#yqZMC0z3C+#x?bbeDOc9o$;&jxZJpLW1?g(p$;gZT|i7nsFMr~7fnn|fFH*l z7As&w2bvE9w``@&1Q#%8jlQ7~T)UAIPN#e^)1_=ZPe%gqA>WykQIRrc-~T{suhwVr zyt31O3+U+p_BVKQ`U6|lg<$_^i=o2kavhL{Kua%-TI3a{K_h8ox)Kv`_J_2n2?)BW zI+brV4eGK&y7GP5!yCyx%RK}ab>;pf7$c|Hszqn$O8v?RRiJq(V)vlr*U2u)@WqkE z&#Et8+(uOc!OHNz>lrp)xp4*B0^cEFIy71CmNy7T*cuL6=R9s}7?!`@mpSNLDtbvm z2XNW^lqJ&lkR=-rf|l3mE{Xjc%d1Ad_|71;u;~=p`{;Rg+Bg%z@ThjpV^3)R;DDBq z5d&!HH6VMk*`5dPUmEe!xAb%gEv@(scPXh0fcS90hrMZg`_j_#&Mx8K`)UZ`s%PXV zH6J|*eFUFq{vziMOtlM7?+ZWi6;YECaQTGuORBG#E$yB}9WTz}OxL%ukv9p=lKdsP zbIAJw9UvkrsTmq7Yqxpv;>G&bRvmD(VNpYf6Pp?u5Uwlh2P-JcO$$n&m@$A8`esVu z)n-ffv(>P8Nb6elH@hjxM~^N;{i3L?jVmqP6dSezoH;)d?P}1}d^hf-hAQlAcHhej z1tdzm?229W;7)ZRt|=&ufQUP0eovYV=i>G2*RKf*l4CW*b02iA)c(aFGZx*24x-Kw z6BE<;>gs3~he3CbtT<-*dM)-~?lWv)!4DA`z6uV06B~;yFW;#wrt(cGGr{BWO+u~0 zWc!&?SM<M#Vt;Boy)*U2`(iADoo#lVA_44G$5)Vo7r3(9E+X(@YG#IpdiwM!q6WzE zJoAVX^Q4BNElSXV3CQ{zz;;H!4_E*O78gUKoy9(sS9A0Ih#BCS*9@1~0SERCw0PMo z_tBp{d$zv4EvckL$Y=5UJVroAMHd93z|Sp{snM2=f3?sa^&tc>LbYw4s}LLi^liX9 z{rv3^vj7^&)%90nK<p;wK7cJp;85u37yUF{nO0c1d<4&VxX6kI(aa#pCf%a#N+rs< z^#kjQ2lbUT9{5Sp&=;+NHt5S=l#`QN(O!VgDte}}YpWETiJ(BGEUXO#Ua1nyp`oD_ zU-XeX6HFU%;(q_(!=w+MD2J%u;lPj9)}iAN_{~@50--j9>^PWbET4|&3SdetND?+` zFlg*e5k0SD)t3>yS)`xbBQG{GI|t}Z6R@ItZvFjgb!{bfbNKl9U9)pg?Fs-<GnEkd z(vrQ}E4bW%#e&+`WNQmZ`_(^QUB!a6=w9ht-R3lG#s~3SL3?KrKr6Ho{`U6}7N_J& z|0=L0;n{_c*Xs}vi@Q_!T!|(w3ef~0V!Gq1v%NF$LjG*b?~wcFg{yEIchuMVVQ&C= zUw>n=VZJ974{R8S`vE}KEI(XKcLs`dS*|j&cErD_j8NkU8v!WpIUXl2aUh!!#{@OR zMbPAtin=+g^xa2pKLyv13<ci{_+TS%h=Qv0q*<5aV@gU&x+%nJy2TvFfM^<zeKasH zDTFi)+<V7oe}4#$t;O_g{q`7M0sDD;Vs`Bi&~IdAfO0hOs}|e=2v78$J-Yz1Djq(* zB)Bm15}cCGG}2KAbv#gYN@O?N=B>%rL}68qhJg|AUyfX@I`fc?6CeP6K~7Q8+K(7G zW#I2ji6SHB_aK-0k(Gup6u;K}c4%({`GcT+s4Q^gL2O}J0-avEq+L^$C^9ZXOt7k< zik}E!q1<`nL-3!gXFJ9lT@lx9d3ys0x-04??(RSy`D;_v0=w1Vb#(Nv)%X4Z0d@WT zyZ<-{;X>B4u^}3z`F{KPUkCwLas<JU2?!pL|H~Kkvbwgj<Ib~>AbDgq`^PdmEcJgX zEG+!zPsnH`Rr>G3Y3v^g+P8<uGAyMDA`fc$ARr-zij;Ie)*D1R^%*ab9||T(=ox_@ z1G@EMn);ugWJu`EP6W{S-%DQj`%gv&+SXnE7*v=uKVp&(;AUhE3=C2e^<9ouiV%W3 z0HAl0yLEw5+T7O0Lq_j=2XyK{xzz<eKKKF<aypt)!ChU~B6g3v`}pw{gx5<cV2!$T z=@N(n?#RmGfD|#*VD!ZtRXIo_5eBRc$ie6B1p)lB<I{&_M(?V@_7VbQZb)`C8*G?7 z^rCb)bpx#KwSQp}-+_8dJ(Cz*SoQJ27ONs3vJ2^fk-*Qy&W?cs?mIf_zk@!fmFr}+ zw5VXeg{(0%F`-Zweb6rYe0s8Ep{-+_U6iVO*49M*Zwwau2xeD5{3t#PasZINJFRJ> z?%3LLAv#Qu;nuabwhHWiOHBY1Bgui?PP`QKZ?u&G3lws9pkDhIyl}`OtWEgrcuT-x zkq{JZ1Cx0aR@fxs`7hG<|G_v0+_bu>34@c9v+7q!7#Atd{rmUt*xT~}EhIIojPc*^ zw%u6ycd~|WG{_RsKpa<v#2;r@SBl6bdqI?!c6I<lG=6dSE?U02Mf%d?Z%QC@Wc|QQ z_=;^vvD9`%1nuZ=G3PJV3ai6s8sduB2bkV~cu|A=h{|#0_XST+&xp>Glao(93$I_l z*40!7&=r_8A>_P^jtCD{a^$sCcpD-WM`%8X0tDGO*#qZL0L{T(!3N+N(EvBRA_9i- zojZ3>${DI?1?r(d*m?K?sIZbFz5ucT9SRKvQU-?B0np2W7ez-AvuOr`&{X(nIqxPb zE23w>r=h_E4=|+3imb3Sy#JMwH!{%Afqnr1yIMLBWe6UGNo7YP*2G2fFXr~I#`pie zdk_Q5o*?4N;jpOW{Nlx3h6p`SSTH1Z{+E2YmGI9Sek)Zc>)^l(T2Eg@E!)lsG9g5c zzOjSE!A2~EDqfaXI2|buVlPPaN*74q%Up<;bBbj`eCfCE&!bGjfg}E$ha6CGda!$| ziXCDe@<*{#ON)yNDk{cqI*N*DC=OB__=s26*g6z+tq{5Julv(t>At+7IA*tBL4GWB zD?zEo;eKd8l?%H2n$b~e(DXL9wA6q^97)Qd0|2`Gg3^S)i6k-_HZN1~-N{sTdU^m` zt~bck)D)kBB6xGtRseKs_U1*n-29LT_<)Lu&vG~rB=7lxDFyW0phmsP#B|thWdE*4 z_l~$YIw&AMDclrv_z&~>C+SPJNUVL^4ERWpU`i+}E5{oAJG<-OnEf9Ff8sr8=YFE8 z83L*VXBQXsQbJg_Kgm~0S{jydX990!Cp;Wzr^go;u|Q~A59umM5+U`fKiHbv02z86 z=sl5%2^Z2KaZOsS2VlPW4LwkzxGE9RGa3rQXbqUz|B$$0U_5+}1gjB%yk(*5X6bmc z0e;HLfERvvUFvPA5fqex^Y{K#hySZ-Dad*LH&a&ruR0EV5)6*0>HYR(VrJ$7_&$*3 z$GEZmXYf={QAJ+y2WS^Um_&5nNamU8aoQoYHV&%bx&RsvM1+j=bf8!OL1R(LW8{de z4Az4`)fBW`)K6qFy&+fDgG>*C=0%h)beuqBjJRSDnt2L6ya9W`@(1h%qkqQ7f2wSz z`TqO(XlDLD#m5Ilm$^ZPhx*uO`sjmMfx2d~^{4hkSI8N@oBzrsZiPzclXALHQS%az zC`%3h!-!e?dVBL-&EYKVhFsAtuC$WD&#DTMffL7@t&Mv`L`3UA#f01ek;4@5{g-B$ zg8kxu)HuKU-Hg77lv+e}FW94E!n(k8$RkMz3G)Tix6GK{V==u?Yq0eb?|vpEqw=2t z6xvtGLmk{xARUaCGq#=2tgNJd@ZbS5k>dh0cqzn)q>Vr)YQ4LxHgyD))i?ngbPzYL z@9Z?Zynu}i!#IEbJkr}@R?hHJ&%9@Dp7Gz9pH*f5GZ3z+mN~NiPciM^jL#R}!h;PU zXBY$oV}gcM2$8rZQ&jQC2EU5@!R_w<{C{8mZ3#*pq97adLD=96_JR*1k<x1<u;2^! zJ}dP4ktr)16`E{Cx`<2b9kD;+FtD&_Pv%6vOR;p1xr7WKfni8U&V!U(%^e+u_79NX zhT1RDbJO1osRluwH_T*#2Bg8k<_zo<LPXR&JKMk5`45UUbcj(3j~}D^)O3B@fpWjM zxA$XlG3oy-8$)^FPZnWdU;37oc11l?8BrKpgsGL<e?uYH1I4$F+X!0r@bK_h8wMBc z@2f9L!$GXNy)=Laa|SGTwqWQ6QaOQ8A2j(e1u0(rA)qMGa()d^0e}>8T2AuS|AsR7 z;(yJ^@QsWl$;hzucq&^Y+HRi=P2|t1sZ&6Qu&@jH(=_H%n_XTW{^D?3P|%i<=iI-> z<4n-)nGO_Nx}&W#XP3W(q;PtAdVIXb2dOYY*Xa%O6jV!*B7KpebmvVpGRz9bE<iYa z84!SRFN`t>hU8R(n)Bxu*xri#-I;Z50LQRu)js;B#02A0@*7N8O=<oW)esDrW<x=M zqdP3HbVu5#1l?ADU`M(Kf6(9m^5x)txac7!NR$!vJ80b@mmiG{lb4aHg>Up=js#3) z8J`Llv*bidda38nfrd^5vzxv@YyFVLG&U(%=7|W*Wf{yiN<n*|V(BmC@Hqf*qrlKm zDFp?5m`9MKTk}%6Y3H*${`@iZZvIIQ{RzChHH18lhldB51s%{PfJ1D>8FuvXg~+nW z(KzeE=O%^+qwt`}(5FO?!*3vizsg>*{T5NzlCWt$cW`rbEQF$S@=K)l6+jgyA;}`b z@)Jj<*)(#tw6q|jOQ5G7xV>$UjH1y49yI9Wt;_h93Kw3TW~$}ggDbx(FBgs&h)+uv zX=`aA0Hh`f1P$>p@hb;WxT}XOJUIG@uhmnRkWb^7?}=Q0A5_qExKx7I!B^1}v#MVQ zy{mxZa+D1YkPci2BX(;v8aV7mKp=|19~QYRz>q;y(&i4wPz_00Tj#XoLM{>vB4hHg zPEgZAY2Izv=6mUCJ?QI)A3SxU(dw?^HS5P@WK5OIE+|`kj_1h=ZnjUSUc`ikFv-jX zE+S!fIKaZgqXf#<w*7>oj|U>l501t&CruboQ060I0T`tw`=P16{@U%^C4Gs%sysb| zH()+NHCz{D4VHo_nGP~fRd(=D;JIP)1BR8A6*7QDz~k6?&gu@oHM59$ctS27y4HZi zN8{yy`0grD7z3Xjbh~}UA;=ZayEKYE$Mq*eNl8f|SPQ~(v4ycw720Eqo%1_~%1!({ zJRiS)oli0Nt)8mn@bnCZ;Cy#nQ9nK!J8M+YalZf~J&+*>YHDg)d9=j#|GZ>fLN1Nt zy)$H{4a^HM_%r7VnEPvb^1m?JyEAEwt;;}I60s*9NZjgSb{yI&R4R9CY55e?EmuHa z%;O>Ivi%&9L+^vUeH|v4I4S=ckx^M@hZQ_8=;`YE+rv5i<Ol#4BzV9$BWlopJn6sn zG=8Kmp%8Br3!VxFj3L_Qw|0mI)ptZTwWmOE^!IOa@E-hBJ^g}T($Wu|K%mYHX!>&4 z@j!Ftc8-Y44^d2eEj%mx)YX95ZL6M?N5}}HoEKY0Av9v6)7+~*vwQ3JoEBl>5{%G4 zDlu`|&np1Z8O0)h|9<sX#bou9==Jq=Vn`6CZ1zT+Bt9t&+skS!y-Ukl91HcuN93!Z zP!LL8x13gX8Kf3@MsvP2D}cZB$zGkt$`~xFA5?|<b^ez@e=QT-S%MccR!1@N?dYQ# zi%p-6Q?HxQ2-K}?Fh8#zVlyIr2OUB=zIdS6=|=b@&_%eztSSrkVMLM-VsVLps|9NW zLuyO{Xl4WO!=zkXN<sZIL*@EVUuBz}jZF?%C6D5SoaBHkrisi2sfBWsQrLOD&}wX@ ztD72&wjKyT4ag^W6e$S)u*Zt;KYGOLF&eRZm$oz|K*U6B`S}?#nkOSOvjIlfI7Mjq zxBmDMVgSmSF)%*7Q6~Rrodei6Y@h}4ef*8kX~ZG&zKjf)2cK~VCHOZzE>TWSMVKWd z2_t{H%bcvfyX-6yFAakN9TN-d3OI)I7#P7Y7ojknzfK>V7B(>per08)_%|gia6-tO zv$qiuR!u3YveK@Y9~)W`{k*LFZw$YG_$+|po)>sReZZ;42)6Dr*aNmsdv)^gX(U8H z$t(3{NOST3XTov+N=Kp?UbO5*NP=NJT5Lt-tix>~q1XyGx?C1ObKky$F^0M@=*K9V z5k_RdkVLMkYd};(enrU7U&NP~F-ib~gaFr#S0ErzLn`(WM-aP%S_*hXem1}0tT6Qs z1_X|Ma%hLD6^2(eAqwU`Qy8!m0$v;jbfINe9x`caX-%xGgd%ep;w#7`dmpK4l%nVs zUkD2euXlQ$UWEgtA>{-k-k47g|D$u3m6Z(`D1wnh0H_!s`fb3e*Xys!>jJt-%58*$ zOD!Du{|(sjd<Z<Z%ndj~1FUR!C3JV3m{gI{)}fOGI!6R}bj3&D!ATE*D%yH`d4cDw zReHZJDlI+w`~CiY;DLR>k-tCuO-)U}?eWdm<LhNX%cHhr2u|@*1szZ5caKZy6(6vL zcOvQEx9$5uK8dgYYYIFlgkM^Ec65|~M1;heHUEBJpBc9LDCi)W_fLx~flY(};I8ws zv%t;Qz!eq~j{=WldJIh2896yefa6tpm9|{1ho0;O)@Y@X$;pp(>)8cM<ALYGb?7Vt zHhueTK5@uZy-)-ur^mpvE*!kPxPS%UQg3CY&W96$O9(rF6J3jejT_JzX`puOgb4yR zACCx6)9da~0Zsnr?FM%7*F<gQ`v2?t{s%8!Z~#k?Kd<BeAKF*@djqfn^`7qTB6Jvd zBtgk-S2s7{xmh!GK7ak{3M?bruWtnoHHn=D&T&NRSOd?yXut03atSoKI>{*OiU#Ox zDqyvjw)Qx%n-APEw!Ma3RIpSY*b`OZ1n$^7aq1Kk1MmQe&DYBx9pPl~-JUBvam&dT yfkT&ELE}Mpwc;2+9b5RJ2%wo*Qh49~GtR5f`RXX#zz00Wl)=;0&t;ucLK6VJqrct& literal 0 HcmV?d00001 diff --git a/content/GA_1_6/Report_solution/images/step1500.png b/content/GA_1_6/Report_solution/images/step1500.png new file mode 100644 index 0000000000000000000000000000000000000000..7f5d29052fb9af6da7fe0c91a6e4311746fd8b10 GIT binary patch literal 23618 zcmbTebzD{58ZNp3>6Va2Kv3xr5Gkcq1f-=K>F$<p6p;`?O1eb4Tcnf*krWJ&kQ5N^ zJ8_?L_Pyua`^Wu$`}=*Hwbq<t%rV}0-sgSBj8svQC&Z({L!nTFcNJt*Q7Ci)6bh{y z2Ma#IcJkDP|A@HCYP+gASh#u^JDZ~(7`r;!I=I?enOt@^cXqLIuovJK;pXSO{Mgmi z(d8BokKO<L0k?y*B@dGl#x&dn*HPh-3kpSSjQopMAenE4Lg|*@mARwtnf~jGm-ch> z&sbY7fyPsJ+(~3)NIjek@2PZtQRf$UtM%Z%8V5&Jw<2fl#PAqDhnm2_modG2PMw5W zUHW$(-VvI9N}Y0i+?nh}i-u{rkZL?M?=;|aV|dnOSn!gv<53AeQwWNbl=SIS{=^0p zGyJ2^J3s<|KQv8Yg1>Tlc%@}zWaMIv!y+OgVrV)E;K$U0Vbt&)zcqmXd}lUBWdYy4 zFW?(UFnDkF7Ee4oJ3E(KgJ0Br{kEA|?wC1M$Y{PY%atn^;^N{G`pi;9J-Fc~_exow zK79&*j~f{J`%5shuy8cB%r*O5f=_R{tSS~x<{l9>)HyDq!&gre5-vX?taX_0>53#H zy?7D*>eZ|7&G<R>8{Q36W@TlWpSJuMFV-roWKY6_!Q{U*xMitaBOxab`LpvaS!6So zR+xl=fe5aenx1Cj<Rr*fdNuNG@``w6LIbLZI*v{xd+#Kgr=_jM@3_Ka)1Y((t|%LN zOYk9%UUaLISd#Z6%JWzCWI}RsIE<5{S*lZ@Tgz>0YwP&+J!!DE{O_F|KEESZ6!Dpg zMBkT255a)Tx;3_ido$lZ<@BHASik4is|)-wn$L3M2D#hXL{e^;&19KzcNE3r>9?#$ zyFY?8iZ#XEeVe`aDoncZO3js&l=6CD4n+OQJiV6;eS>Q3KATLI>3e>A<<>7_2Pu zM@E2KP>^C+;+WHVyeM?u|CmryQ!_=}M@ULq+G(i^_lE713eSAvZm@CKZnktdk<Rd! z*;ykC3r%aU2hTDyiD_wR3;TH^ZsFnK8QIzCFK&Mu&g@+)Z;gXZu;D6?T#Js6C-(LA z&E@X=?)qZ{v#_ub6_}Eeay5+F#%AqmnWU4GlXjCQpT$smB(cOHs;#pkEh8h2TEN0+ zeX7#Y-5m?%`*&|r;lTr0SJxXSCnqS>u-Fa(Iy(B+v}LC8V47fqzw8LhhDEk@jygM^ zX%E2#Ow2o3Ds6*<ge>xLV<#Q#4{Po9ch@F~KiAkvJ38`~l$L%fc*tV=xrPu`;rc`M zhV>XuO-;??$ufEq6O(syk|td^$o_J36TudQmzHwP&d%~0cU<`T?VC+3h15bXV}MNm z3oc_jyI7rSYvZkj_ByBKu!*{lA60JH&5&ag(cK2aFfug_o;2`*F)RjYcE5kZFfcGk z(~&&-&hm9-#cF&P%mMXrjx{+UAuuE)#9272-;BSMON6zNQ|Z;M(Dq<##5{0ta0<pe zuHWx#%2&>m^Ypw)M@P5t{d<IQXIRql&UBp<%ah<>V{`Mo=_seu6E6ZPUR1U9_>-h0 z3Y{9;Nb~*|R&$N;h+yR86comb9ieFwsB135YF-m1kAlG{J0>P5-QC^4Pgh-4%9Qxq zb&&Vwjmd1C)8pAXzV-F>g^i6k`!5ZP3+=&ae7Lx{jxH`3D8)<(eYNEXQkD<t0_^N~ zcAsl7Q89EPssb%vziCd`v*}MdEi5t~e#;DC7#bR?c>7ig7JZ^j|G0|*)z%S;|0!D* zAJ(^hZjRy3ojYlz7w;!?cZ1j9puW#k7q1?l`20ON-faEU?Bj9s=FPUA9;{cQ9zBw0 zCpml6NssbBm{`0ylT>~w><~tRj_k0Gg!5Mga&mH`Z$q!r%wG!GN!8kaxp4;z1#1QF z8V6UB$;!%lm&a!?bP{ObSL?*0VPF{zrHeqoY1{wxna^^FZhg868zR89Yu7%~1njRr z@;%w^Jp`AnbXu0XdFvLlm>AvYn+Kict*23ssw@zfd;j5sRIC5rd(DP<s#(gJ65r>V zMTH#ZVsOdWjNlPHf8-^<>xrcnz#_Y<)a5cP9zOU|co{JrJw3WxZa+hO4mPY}AKbgw zQDNK(u`-BW)ZGYH9u-)uRh|v^L!82WV>U99?5fGHnd<NJt*xugYWYgtuo-A#v#eUb zw|@WjF7gix56|)cd!$`!Pw#*9BmZ7N@^1o~8#sGwlf6fKYoyfFkuY$M<#2{dp}Nj8 zVq1utIkf&2LhgRaz!NQ*$50LomgLf<aIc+J<K>=MWc%e}sDjE{j_^<)YaI*+x%<E( zZH`o^t1JdP`gvMoAgq|ew6t4%MVy_Tx7MqMmtb$>{T$@vuuw)b@2sX;{6t@HK6>K4 z_mk<y4Rx~YrlzJF0b_EpG<k(iKgSBqho*}(I5;1@y@1;Kk)LVZ6VD)iR9XG~ZQSPP zT4LC8ISUImc%rMe({C}kbZffq^E9h(II*&7mK(%6E%z`%DuB)ISRH)1z0tU7-Qh9c z;>Tw*!HH@kmOOd=N5b!T9}@-J$Oyp`8*HJ%cACFLzmXD*671cw@HU3J@2in<Sg6JI zbpm{R{0kQ@7=3ttJ<p#fT{3{d-rjy|cXv!@uF1<~aILMAD|WKnaFR2?)fTKa^z`ZN zaRm~MpvBH`d|h4L!5xUaxG0m(FhW@4^qWkm2*!YuhgAc^!^+yay3wC&9c*5_5^<43 zkw6$==HXGU^4(b-L=T*5a4Vj$#2}duIBTA;984EcLy?3N(O;Cpae|b9cH8&(SFO(S zMKZF`>gwtgF|W54j}#OlP?t~te9P?hcc|9kQfE(^Y7J;bT^`C1FZQxKIo!@JIa^s; zUdBXKn)N+XEk`2(%N-TV6tYW0U6wdr7btZ~`onF0J@w#=$NacX3uFqk+sHblnfv?u zcg)V}>9zPivRVI_B^@f2MFP$=qBGa%;b3fP%EB)oP~9?lxV>E6^Xqf1GK%DQ{}+db zR-|sNJua-^_Jpp3RkQHbtMZ=S-cd}_VPg9}5=8|C3I*!yh(Gf^{&;!t_t@B&YI8vP zv%R{K%*CAfJ2+n^w_m@$OiD+`2@f;T^!I3w3|1+-uC8uY=c;1L<@EG)hGV~pQeCZ| zmP{ceUS3`u)6<W3H|Gs)yqugWAAiaYh3KtcxT*it?dM&FNkgWP6n^ulLwKfcNJHJ= z<J}>+WFeuUq2EXHqBVIsIyz)vtNPPBM@CeewtHx$aF{k`>se3{U>M0XwazQ|&~D4f z%WKv77kSU}OOKmC?r?N=mO4BA`%qmy*Xy0_^u>&fj68QP<o{LMOiqY7j1`auhBx}0 z`uQsK{f6-L;%Gq2z)N<`OGf5GVE9=PSK(c@MB}LnV;w;+Z|`i`Xv#e6B8_6o2DdfM zpDy;ZbwLpkIIwQ819Z;ybWBW4sKDq;Jes-UN&6l6Jdef8*FCNe=ZMqto8fSBa^4W< z_yneT0Sn8T>vN+APlLxMk)fes=?aTn%x&1nyxO+s=CCT)*x5S*PInkfH?7RgLlY7b z@cf1|{f}@<b*hm(0e8Bb+`m06d8R%+TqLI47-!h%PMFNCKXOuX`XyY#@96UN>$ngi zxDQ-DSKEXS3@A38{O+H6YmPrMGQzIs0$G`#pP$$F(6Mw_qj>!Lc=080fUIgCih{#i zdC`!_7Y2prWnd<s@|76}G9?*ZRtMUHFt97k`zcE+<3+31KTWa=yvXgw2rSf@ZS){c zO--$M_l|RCPd*^)1zm_%_E*0Zu7ItDpb2NNF|dlqTpZKy(lav33h&~e5fjJr+Z1V) zXH4w8b;n&<U0niP5DHIbF_03})^>YpYU(l{AL-)aVxEx8T7OQp`hMf{Z=VJ?S^YSF zJo3sU7F)M@)Zg6PELgr)WajaxkB>dxd&G%y-tT~ZF5t{BhF+A?(03bCPha2I-af8S zEnm|o#cRf`DHl7D?LkNG-NX;+$4+P~<64HY4<C~H|5>@zwAF#HQat|na}5_ViHeGf z-U+?m)2xk({m-60MLUldQDtgJLbg-9ifK1+<>MK;U*8Evp}4uZ%`+r2lasOYR11Ij z!4_Rk?E6qsX{NQ3BYE{1C6d0hw6u^Vpf@^j*x%px{@awD&77N`Z-bfk^{W}`Bd3d- zTc{#iCxmOjuJ;DFzrTHZ%31?xbQVzY!-o&kO8HO;si}_^bxKQ0P$=*ToqooH{?ku7 z?8o{a64TR5s;gg@NW9ql)7II-#>$$c<A1QB{~)%3J=GLEQwQ5Za|~iz5TG4Sy*d>e zFD0e8p=yofXADTr#33f;aT!QdqGb?qz9JV#7unP#Mt9Q@1tCZpvZdq7hos*9>aSIR z5)C&}rQ@-F!a``Q%%jypTGej$7JQbNSS_V#Ys-mxZ8iD^#gIX*(dzFv_&XpvHWp%_ zTj*KP?QsC3MY3?a3hzB@@=KR;Ak>flPUX-nY5VNZTI$sT{);+mv{!(i@IrE*t#`qe z4kPd?8ou@?=k&3*_PfUq3oBVo8N_3!J3BD|@ZR*;NS`>A7mk;VlW4);s<158t(_19 zPvDA*ieh&yP1^X<XbR6z=W|eIVMBmAIX&L2sI2_dZ#60Ivk!p<v&^v7z*<XJ7HSt& z$zqppLyPa9vgkDSp8l;Wiue#WDGTxD)9X7J>Eb?`F0VI6-&R-4Zq7Al0cLevxZTy= z-99{AKD#+u?_zmVL<Eo;ehRO#RH%e>vfI5&td^ht`ZUw>8lfcq?y7O>)(|lIA7)wn z8Ogg3D74f~9IOY+7$TU0qT*Nyt%!)o6hOm_fKxAR?XBT_rbXr8qHc)il@RN9e~e;p zHti72RNG+J>%~E4GKIuR#cLF3p;jTGt)sI9Yba}P&plIP7ybSF<AD@DjAoyM9)V#o zjD<y>RpB{L41irSii!jcu0PPhn6I$1F2c<pPn1y4`R)w%`YQpNP$|~rLR<$HEm)7c zH;RJ8aesYU)%2yH4HoL~cR$Z3NGT~VU*-Vh0B`RC6to2cGhM!n;?jB7w!PddxLC}* zyRDBh0zd*TbX!}SYH4YS*X^hJJBavFXjTZwsIjAMaQ_tr^$P*yb?r(M%o>OJI0Uyq znMiReu~G;Hmc-eKi()E2rm+3&?Q(-=WNJv9>5XRubYHr9WBV;q9w1Ks=E2Lbgai^u zfYg}*ry?hR|5htiSJ&2tXJ#_i*iJtIGw7V2rY<WhTQRuJ4Rf8Cm_P=l5wyM_Dk|#f z<6{$g%TMRsV^Z&fjo1uvACs;K(gOWPAqbI<+e@<Px7_g7CQ3ODngL1PLMjp1Z%;2T zCJ_<pD$C)poSYns1N}bAC>Wg@+#AsIlh#&AJv}|%fKy)rMhQA<YHBJmPu|%tU!JC= zMZq=9f`Zj!nmqawg@9x*0#^sJQc|b@U!xt)mz4!$6Pv6Kq*C2@O!9NQI2@apVF3p2 zfM_2BxZdiO##HWIvKSgcJY<{d>qU?~hoWa0z<W;&wZJ=f`Ueo7pn8-C8`%cTA)Tdy zAZO351vDOCtB70)^i=CN^1~JYSd#9sw)|P8Mc_SDB&<+A$f&3!PzhMX)Oqg}S)^xX zW_|~2D-?OyL(R)-iS7qwU7o}-I43jULqJLRmX?;=t1lg*px#p5Io<#4kPVIvC5k2j zp#lR@+nHx4@?BkBk9(kEieP(?_WX}Nte9+X9DQhPY%EkKWI6Kjlwf`AZu_#v##vP2 z-tUl4`BN29B-`8DkmldMecJ_qFf=?oyrR0A;_vanB`9oGG6tWgrRi93QT#(jU;7fX z1I|u6hK7`;K7Wo*HuQf47Ncxq>m|v^6cP~|dwwC9SO)+I#2ja<-es)XzPSi_pHjck zoq~vnNGeMOM^aLf&vVOY`(Qpma^HuNk}~RUB3mT59zF*L$0xwQm0mj*e2_aAzkSOW z+}~_Hqik<)N3KMf9BwVfzw#L`(qO)JP2v5Db7`iom!-guw{iGPT>w+M6PTn!8XFrE z`d2zeN7Y={CLWyZjw;8Ox=g<{&jwzgqq9>Q+!@co!GX{0J&DuCtVpR71SX2p(^J40 zO=AsB0cZZ70Nn%r<^1Yg4|ZAuJ5&y(#48I$^NGUWsA~rgm%wn4dL-NZ*9<Z-Wa1@{ z1o(hl*@jX?)rCFj9-rOJjfeS4^u|_J*U>RBx|_UqKAfDu93mml<6&cCBiIoD3b#^* z*rTkOLhrs1lI){wvWMfed?ptr$_?WIbr#;|qXE_?MZ)ivs+!uKvn@X9<n<yYF~OJr zO&V=jApBB}1+T7!#c&2;s$v)vNY*cKnMkOqap6(HR1kIqScMUayFe^q^<M56fS+vb z3`-_A6i#Xx`h{+`924PFa<;+83qO8DR#fojG_+9wC#AvF*Qp4h&%kSi0zeK=fkyEQ zi+U1tSheow*VT|}5+Z~NEbx1X)?<6ZFtY-S#FK2V<=*&n7XeDl7(6F!1*}a$Nl6Zh znj8J(c$iXBQY7^BvA|C}7cm6OoG@P;w-$t`u&}h$K^u(lVYo~eppshn_3LlfaoJrO z3#870dT$Z9syqXZ`uL%ogFjnaTi14o`dH!7|4wlPUIdP98)AM)eEhI!uL7k76bjoz zqMJqs8(-3Be<iJaD!nch(Q9w~=WscGd(LOmD#Oy;JPV4zi1_%)<3R!qb_xK;;br=b zQryXFZuV+zr$6Gv#|V$}MfX*N*A4$5GuqrV%xeAeEHpLosxmVxtLz$<S$B8$O~(Zk zC8u^E1P2Vyy3n5f{`&#|7xKm?(gM`3k(<vkK@g$_Kkz=mBG!@uo(N!zBdagodgjKI z^p}c&22*0U&eNpwTt*5J8JV{jfsG!UaZ^*;=};!^JRW^Ri0lIVfwlK@JUBo9Dx{Ab zuXxqMuG7EAp9<Bk7Jgs@OTb{6enIWy<1_f`(fz5JnU3ym*(%?quE-QY8%mlRj{~s? zX^epEfMk6~Mka)ul?;{)?b(U#o8DA0FMeRHc<pCz&b9_HLOs(9;eF449Us{Zo?tuy zKubEq=KRz^9YP&_{jNAdR32VwearyAc*^}h8O#6QROkQw!kply4(7u9mw^=ZA`nov zn$IH-859o@_`zRzA81s5EBNro*TG|jK@F2%gaWy%<oEQ6U?P1cDPH#+JRAb$GWOqd zJTw0A;wBDLE_Wo*saN<0#8~g+3-}7uT^}$<KjzLiwo}X=V}<#rUJ0Y7zu-NUV@NNE zTG)}~xy;96xD*8ztw`J%6DQStVP>K<RLq=j&d`Ul+j_$u7Q0A^K;RaCBAQ{Ca8PNU zNZeI3qwOqO)nsH{RH-a>+iG7BO03OOp|%FgIO@{VS)63yt2e>Ma>`-vwq*}4dt8ei z_w*Q~z7{?9@2ZP%l?;?c`}l(@{c>^mcc)VhhBXTB!(jZl1Onb)?HxiN1*f5*{9_uz z)M_{G>%r6?4)*fqST?`(GFEZ4E5O`3ovC`S_51VzjHMB2{02`(V*Ww~k!FN)e`k6t z_g!R>9>(_Ys$tTVt{fh9uc89y<7c~qI0`Rn!6oW0d;{uFEotkFJ>?})ZD04kB_x$U ztAiP2ry+Oq8*3!}SwF)pa*X!IPMpULj8#VPVy7a-+nO7_wbD9mvx;GZmK!F=^;gd4 zUF1Y%QKaqoN{5P(28B9wb>UQf%c$^g-W|MZglw)hfp4nm9VHDziG|aHNt&o(JD#@i z4ya=wJ0+aU%E>iQvFXgNnW^x+;R;NHCfN8*8f=xR^Kcj{kf%n!t#sEnk^|WgY8dO2 z&8xqk=H{vYd@yNh-5`h>pZx+;%;gA6wKlV0>lEgx353m3x-#2aj_shJj|7cRrYVIM zEki;n6Ro(Yh0kBK9IuP$o^O5(ZD-5{1KZ``Z#4DNk4kzPZHA;C<-S1X!JO00%Yp_G zcY1Mf(bgt1`tJ1MX(q?NjeJLCab?M(ylo)p0U8QFr)(Jv^?Z5F(&3x2#?(t4!8X!d zfd`WrcUs;m{CtK4b)wFgt~cWI7YyPw6%>Yh*XfgUxx>M1zbnvKP;%=<0JqcG-i`)A z<oi@5%jwY?&)^!Aw}Famqu#FHKi=tx+8h3)6X#%Hi-ywn-(}l3yqkn<9P=`>RSHDl zb_gFNWMsjBh#)@_Vqg*6*3(P3Py`T|@cenM7ck7y9Z|({-;T<tJ{5AKjD8<gy&urJ zr;9iy>C+nnz%elT9qryRGP(?T4as>B)D{6hr19Z}q5}hv7G70V6+)r)ir5D;E8`{C zhWVwXDlR8we+;lwG!$np_iGs^CqCdV!l4p!U7vbbB?hGF#>NIhCnzZ30Pl_K;c?*n z?K&r?3?znCFZcb<=#fHocHm5!C-nF;C045w&<sO`yYIKs^-ffId@9Z2I1<_!^D>Zr zGkluLjs)uegw&N{MP)N7oVyMr<g~QW!0#?W8CX$O)%hWb1F61IZE1owMwXV?fJ?f1 zdrg6cL+F9N#H&y%en{ux=f4Pj51wjYDAOQf7LIIY6N_FPtXQj|w&lDaVf~Om{(j-P z-TD9d^9OeDwx%W}P-_gLn!kC0es@}%;4-tYKxnYTy-CALz!x`w*chA2&AoE?=Z`T& z^78_*<!#Nt;n5K@7uT=I!2-^td!bN8U518=bG@FV3uW>4(r_<{hcGr1q26|XaXYkk zyi-4aRF^$dB=jku-B<Ql&$6Ft{cUb(**QL5EoChC`-|d>7cUA7TP0AhAG{R0>9lmA z<?PglQ|Dd5m^Kd&4-CEtIA&!iAD(m8nkBiv*jDz_w^?Tq-h(`&-B$rP$K`K~|NbzO zc~_p3Tu-Q>acZlG`Cns=u#XZ4Hx9*+NZIs%XwA#dXW`=`1(Ir9Ph-z|!8pE8oE9Br zVcQz`@`u+yv#+~CD3Iy<8<&VdEFvW2LRU|Z36P5sQBfTn<xNij@0?fuadda2q|l*} z^|3V|psu08<m2l*sxS1p4A$1;_fLo3Yf&!$t+sqv^1{{OGT3DMvl|0Q=>i1~JB^TS z1SG8GsY=tSdY7xfX&C`O0SOf80t5vGQAzmT1fxZGM8L53AGufa3M4MRyrkQvWE_<8 z@?g8a{Xd~Q;flD0#r9J7N{a>bGyuM8m<opVPEKQG?m5Kttqm_We$gVi_&rR{;7B|o z75sCGdX`Th_gD9XglE}P?C0IqO^vGrc+pXL=Sk-^?*P@!e_>()!o>YPk(6VPKbFo& z(qRsxW?6tRQF3Pxg^J!clvk7r>q4LxH4%LCskrc}!Q&N-YSf&e2c=i2?7!GTLS+&2 z{@pj)&d;ClghzMyY<gu2`;m-@Lm(j6)qd|k0l;aUa$jHR>3IP7!8bsas<fxi_tr%p z)fT=s%p_oV-3}mt%tg}_J}Jh1JgLB!T&m7^eC9h|3clqk5H#+>HB21!A}zEd7bz|H zZ6%XK_O3eIKM$B@Fa>pd!>diSlsKrA8bP9MtMj;>$_CRG61sw-|0&)?z4EzON%}w0 zGTXYB*R*S3(Cn}^S*N2<E^bQn(V_dW`M(_D4l^I>|3u@`@e%_?`KvWZT5I%583HH0 z`3A;N&1v4u*?#n>HXobe%i^^v=b^cXxKojkuiC+M%%fKNo)VM9tYcih4H*Ccqm)9X z60Si$hsV5}gM(WK-Q=8--fHJDwg?k08kzcx#(02>jvAQqCrwUt`8U!}7>SqV*0}6s zn7s;R;r2w4n&)fw^H877-p#Al32h_azb5!~GuItg47fMTAi)YU!0o<T=eN~LGtB89 zAFv2le(Mnbmy2!@2nebxyrz|tTqZ`PG@Wv8m`f&{=h32eUbSGqkHt)Bo}vr>EqI%y z;uzIw$lM<ecEVTJIS2SQSB$j#2b~UeZuv`iN}tbtH_rG?7`|hb^w*tOG}QchLrhg< z>Ify0+$;$M*o+it4R@_pBblq)M2nSKYAgO_mEADoo(nMb0fsTUx%0##|8?T#`Ld7D zhEbC(K4$5i&1&aOL|apy>w$oJZnX+LR2GT~q5+nQ-*p&Kyym8y7X^N^B0Hks0b{NH z+93Q`6i4Qa7riy~bMzX!=0Ceof~#Ue>#189X$X8mF_pf2=xS=7JO^J2SK+$%;6(zR zFVRqx>&;Qi+tlZ=VRsj<8r$J&+Lq#AEWqS-+OslSDL%jGdm-;YO2rS1wAW?Pgc}y( zZM`pt?%>RA1VXk1ScY4rroC{S)n37yXe@8bKhbmL9%7yk^Y{i*>L^>3JX__ZQMbQN z;MZlOah!v%q)uLGs?j`#TbOmPZ)?QVYQ2&(epq>q05zyO3EBq~!_IsPS*@qvlX?i# z!WwhBA!QQ<wCq7gfX(46Sci#PNDkhf3SiYZH$(O?<FFeYG(HRCME)owpUdjlXPx`7 zICUq1Rq9ABDZ2Q2!VBF9;)z!)KV|?MZc$k%L?_MC?HCY+<%Lp%mv)bQzi_@K-kf(k z2av8HaM?(^57Iq!!nzCt{^oh<;{?5buK=V<=gbTZbmt<XqZ2DkMoGT@2)yn`gNCx$ ztP24U@(;yH-0h5kRx_|2NV*4>;59TQ5L%0^!gp_6>kxWG6-Mpo={KE_yp4m8FAc=y zbMu!WXRf=_|3RiU<5uL?yc&cc9I@T)R0Osk$(lg1GxPG22v`n<yn00+#~_Z!bYXSq zRrGbWH<zI=2>GV_t$BY!W@da6ht|DEHFqIj9a=lO)P3e~<YK)fP-B>I4&(T#2lxb_ zazbd%-@ku<tTdH}B+LTTkGS{l$C!uL$Z>FS@3^|Y3rR{Nx+IE;#35A0(iGRaSSIIr z>@u%NXb6M|4>*F9m_aNMrXyrG69T<B8}w*kG$uTWiHT>MysBpZ;Njyx)IMxgi>j(( zWZ2A7Eqtx|<6!6`>&_1!1L={LG8Q>WwM(rG_uAxXhq5a3xti!oclm3t@0J%;hBp|W zx%M*r4ExJrXztBSb}`eZ`2U#OA=PI?X$+(&H`3f&hD~$3!p3F-jac)cOVD`)sY0?2 z!o~s#uReWH&=)n<HoLQ`Fp!wl5=^s9TWrjh*uV}jwhxpKkOYECN;ts?#N1218m~Sa z7C)dv`uvOGjLbl_0j&d_<cifj=-#&V_2EJbo@3{)xn1h^-kz+E&J5YhhmSzG;j_Pf z2dF~eGYq~7-PpGBqN>}v_B*ND^Q``eidI$mo5+L00FBW9E^^;iRW1JfsguRa^2h#- zJT8-pwl+>cKmhb&OolVW(-35XKpEdZE6FP@hFL1Nvs9kzaGzs{!VmR?vagfLm@^%o zK&CX_m|OE?`$*sJX8pt5UhTV~#(9zZucp@0F+XDZf!6l_iVD#Gu^A>%uTH(QA{)w- zj3;H0LptEFHmWb|-Wu5c3icmtRw<$MwA`cqDz+eDz|8zCBUje~fIv7<8x(i%-gR_! zm4V)3rOP)ZAg0k!Y|0riPoAL1fDGhdb6y@gc9lK{_UDkGrtcXjX+#RBmF7QmmB#og ze!dvKX<&Wb?GZTb5&#(JKl!h(@uw01F%uCJQ<CxIdn8gs`9Ho-@W}N7t@8Yx<lDjo z1Z7<3mvj)U-V!hqn;CQK`TT_zg?eKf)m{Bu?>s%IK}1nDmzq3!ytx^Jl$F{Hoy(RG zUik?GcGWot1}iRSQ;5-*II;*5Z<dSWSI@j2`hAs|nXDbI8yqwU3hmTsADJa+<eBY^ zfA}xNDw1>({J2u5#HGmi5!%SVGB_d{(wULCXJ!o{$C9VEI5_$9A1R!LSL2qB9O8yZ zT6rJB3mPM&M&$B)m7wvugSOu^p`7y>;-mbe1OmC2@bFzY=_c^X++Wl^PY;e4>gs5- zKZctMlEZMZ$vJ}l5sxwP1*mH>nxnhJm(KHtA_~6KIQHgFf%u0q+BZxl@e_Z51k8dr zpn__qh57;ub5gESXQ4DH-$}UYHZqq2EabaH*aX1>Y8oGr%i_wB!e=)lv5QO!`;p2o z3OXGj)p;V6%`-GgLeA;UuR^VKmppIt0$GI{MqR{@6mh~gs4V!69w;(vGPJTH;aeSp zZ$KsKCqTBl2rgx=?OFUE<(MELG?D6srO`h&7G72FMqk!Um$^5DfyCl$nh+Q*9hygz zJT<rdJVa;vxw{T2@?UeR-q)ujB^@Ur5K!k@C#TfjwYHh!;B;hOl(6_!ckO&cY2E>q zYFx*vP7j{y3n<Q5rM6W8k325OpVk*(o|?w7;#=;uN2oyMTD{vQWnGy6s?aQJ;qCg{ zu6EzUI+z9h8%^S3#PX2j^pw;zCCl0p%GcTCCl7n4X{bZ_n;JLhqN2QzXBVdrqka~W z6HABBqSG;=c=^a1t7Xpb(fRf&fP~BpGSId&H0}AL_vhR8UGAReh@J@Juq)#qG>p_O zq0q-(8(#X*Om}XarjR9{y(FJNy+YRmTj)tyx%yP&^*@tfCJ?wHg6|?Q5FkQT{i=jC z^F{c<M0$|Upr|e2mu@hoJC2oV3;D*S##Y8*0o-{;b92S#z*X*vaTtM|0Hgc>-4r>B z_h7U5@Y~Wquw>fCD~+|%E!5&!4IQW_SIb0#58sKM&qcZyzOuA#?Ror53txmdir2!6 z;5T0MIXobMlub<sG{MQ?J&w9*4g{C6Io!l%I=6@<5ZDns3lFBCY#G7(4}#4ko;}Y# z{3-+jW)+BMzB>glWw_B4@;@La0V&+{oiY6hZ(TL<7`ms;`1LCmU(fLkHB}fj|6}lf z0W2Zes+qXD%<_&YNu{NrBJH1V!Ic8x>D#NGy<E=M((Rm{xaj0jwcYndn}I}8Mur9k zB)1lQWZK@3fGt|(FYUi`gwLIY-~x;o3-EmV;pSyj+qVFNw#X2Ie@_n!Be$|=xt3+< z!b4t&*;9Hm)MuLb{OPYi2$7RzOI$2&AN=&Olc7)~)H4zL0vTzl7)<k)(2H}+ys7<Y zVXRb9QO^&n+ZvgPSrJ4s=#<Do6W`duf!M>tgMjWP3G}olXaqp)1z53E9z+*cic$z< z^|f?QZj=ZDjII#irdIO|L+~|JUF-9$j6m}Ce#()rv>avtIaL<4ZQu8gwx~J(H=U3j z)tBH}v>D~aQyY>>pzX&@YWS<+<f|}3L76hGgm2E)tF8Tc#(E#oRso@!4eF<~m49Ty zxIP1QkimmyUK<qw-*<eJK%;a{_gpOZD7=b<SM^wepDC%3B2j@rI!yd7D7aSF*vJCV z1ZgIzs;cH*izgWS=<c><TppfpJ3Q+|x@K|_!LaXd%=U4%eK)^)MY2kLgiGLzEu_t7 zvpL){!wU=G%Q)xemquX&-)&i_lbIwW7=U(`1>J|^@2_{Skw>ZSkW*4-S5&C%h>42Q zqFy6dqHtHorO)>$V^aNlRY1<IKg?YDsA%H(E_qs0V@s<rAdl9>%CnYl{f}xrral0> z{LSLuy-F~lCnVptMmgHOU$yd!KgGomv33U43ZfSxqQ7;4kulS`mz9+j`k}-ig#yu= zXW=9Z3kwJ%cUAkf%Jgu7N^YJ|43ot%T5%JgQx*&kRa_X9>n_;5=B5EbI$8(SX#di9 z(vJFq*;X|L6}2|OC62%TN{Bp^nK>aT2@@MTyf;oTf_DexD#nm15h@#6eVI2~pp6PW zqZ<+@Tb-)qN!8{(larUMtgMu6<;;PRK}2H4#>UWb@qYE09O#IssPUAFBhJ(M=XkoI zBAQJTln<Krj$MSW=wSo3jb#1U$~_(y<;a7{-ldP#uBf(tJ3rn$WfF4ABS~vkSWW08 zQs4<Z+kghzLTT+>2ecPRC@3_tE+>Krva3r5dV@)S8l<wWxf~?wahJcP$YcK|gn6`{ zsYi6Ob<c+2?AOh>ZcC%x-)h>zHDo9Hc6<D-Sxf(G*|P%j9lrEJ5O)+_Lo4}ef#jJE z-K5s5vRX+$!gH}v@r;rT0Vmtony|1yqhGmt6#=A}n3$-*|8I^$32We<eVk!f?HyAd z?A#T0zV%5{g`p)o;)sY0Q0Db#lku8;BAp%d4)iXonc@ecijY5v)hgvtog>nOBcY+e z17c>-6cn5&l#7cCLXfltqTvt_bZsqml2TDcK$p2~ZqDGtNMD<Xc3<UswR^#uNw8=t z=HakIZ$fJM^9D}fB%f(%htz6iw!bTNQlY>{>On5DTRB<z#(xQ4_zI6MLqo_E#3$qG zgyT2t_whIx#~FeHqI!~i>Z$5?FKEWt6Vu)g7Kx0HcyFYCzpovl+oH}rZq5O-!#ZV_ zriprPGyc@Eyd)Eq$yBBhVM9yWlT#g^n>zhYN1ALsr%reun5)Okp<sAdYPq@e2Q%CW zAU^{UUWtDWhMf4aL&6;_qZB5xj~_=FT4NvM+tiB?>D}!<UK^4cq*c2}nv~6{%HnK8 zH)r5R1N^Nko@4udZKmwYh9PDDsu1>f&3~H@=8AW_K(S+0$nodm-Mnf;E(Dz9BzG?i zS9v@H()`D;FyB;wISHvoZDT4XRqJnZfO8j6F`G1j2OTsWvjbZJ%9_^(240C?g3>A^ zFV8%bP2BZ637cXHl7(2`Wr?=XkD!xHrnhg(+h@OsWt}6$KVRHF`lhrf56#Rwav2wi zG$|1#Bio0CxUj#d0*?{5-fEPsu2F0K_m<db1i^UVi|VKPuRF%LoPZTBE-+{5jTlmH zX@S7^AXgKAVBUw&<*Xi^3E{pgwvr~c+=R+FR<*7TAQC|6)wgn=fF^2T(O4`pPO-n3 zevO$$IrQxK7?1g^DNv{81=Yv5HONA16d!xtQ`B?8Ixf#eM;X|Ei?;gvvhAKdx0892 zRu->-@8Q<H2Q;Ll+v?pU8p*Ydlk#!~OfTr`!3Q%!gRANEX(vvQl}Brv?oy1=b;9%D z$A4YH+c|J&5c1!m-i7kF?7l*y&=}@}miwT7!5J3^NAc`r1i@24M(<7^Z296lKw_FZ zS-zq)H;@2En9a@_(gwM0dr4W|@oE*yP2aY{%hxi8i2pWg$G{Uze8+{hAbyAaub|vT zI`XF{f4sTk3fNOq`?dz7xkzR{5)!Lh$LKkuCqJWpA6a1WL5p(ni=ZX1+m07BOukQd zVd&0#W5qVboLMwc5DCx<*|q`e*YD>C;tcIp|7L?I<|6JFlor~D_iWzn7l*E6%N`Cd zEh`MXPey#CxgjGhI!KbP2OycTJzM8<iP){tiV4RG{`Hr-n(CpQ10Wp$aZ0eWp~J`5 zXdq=NOU{lcN(9{LPdi6RD8BymnOcN#bUc$_z6z4}cadg?nB*Br*=&DkV>5cO!DirO z<5=;-$>}1;6h2|$UJw!V`~8KggjZl0Gqmrf$jtlg;{x}sLi5;{KmH&Ne2%YR?egDn zs+t~UIw5xZ`*}A~9oRWY2D_gMZqhhXC^14md<wXM`f`VvcewD!Q9-1_MFt|xLsNC1 zx|v5yCaOXPhLpkoLCi((a!b$&{{F#vL8pX5#Sr4QMSc3UXz##kXRMLiVQkS6f_n(U zf=XZl$S<93Uh)NUeswrA{_ME*tP^yN#kmUEKUF8kDf<m<uz}D)T3j6;)UL6w#$Jzn z?@8B?7UsW0v<UcOO83!1^4Ys~`Q~6FV*{6i4E4j8%^>^&ktY9~|FPXoQBjtgH>nVr zT~(C;n^Jnj!JH2<Y=7AYoya0tG6(sSTTO)Ilop4_CU_FFB>iBNPutasF%hOnD?l`C zSBw=Z0;A8m!<S2(23sTSLLDqoC}1JF0?{xKeZL+E^`vkRQ9YE0hyYS!TtWTU%%n>@ zF=;99YJB39<4>V<+pmZ39CB#f+UQ8f=~DmPL#Wz)eSc5E`Q({HlOxn}Q`+WefqDvB zAT;>->JsjHmQ`Z6cxQ<q6l^qcHv;RH8z;^UiR+ua<<g+!sfXY^57v$DgqjxBWQ|gG z3JZ013izL`ZOj^$x{UH#=!68M`L38>m$vuH`U}iWBO~_Ra=D`;aHMcfoOan-rrb$C zm<ay7`Ppc(Li6#G{<hEc333Vv3k!f~pn1Oya+K{~wey<h4`i^+cdPbzTWnCMh0(#v zDbkl$puRKv$^ZMg=ih_Glm=EJxD!H04cBJy^<BnLH|Zb1X7mkYz5n7hXe_s&3k1Gm zY-6LFR82}9b61=O2`n1D4#rDA1sp4$EvI6YsV2+HuzlaEzJV+bkiy1R_F;X^G$vyL zr)++ThM~0s1>@E!sj2M)0|eI9G}eO3TCAf?iG94LMrynEKXJ_~X&gA?+f%y~k*bXh zV!G*&VKT4nHec>na^|){O4?qxj_;N>6XU*_a^P;0h5@ml9L|9=9EYIU08na}<VH$O z=ORG8N@N!~w5N|0A@5mxA(_a7!@a-ImA_)VrTpp8>dXxXt!cK5=+t+O`bMc;T4NG} z#^M)6Q1pm_(i$^Q6<1WWv8W{Sy%CVAmEXsOJXex)Zu*Ggmvc+R2|BpS&|hL8SC%=t z8q#)@Sj%T;LkHZ5<GUBj{g=|RwA6SC?+aW@YM^_am&Y1RkSZn`iuoeOHXJ3ad&OM* z_F+fo&3=6)pkE(hvNu)#ydj|-K!l{Nf^RXe$TH0nu1kk@4Ai@PV|R;D1f4sG=Q0|u zF-w1gHb7Fj$8DB>NMZL|&Xmhy21N6Rgig#%7=A615q96689`{m7N<4o{!X;z{O(1= zjbQaGUNSnmnBCo7Jmndn%Vt3<TNusEj|Kh@c!xy_{fo+LcBt0)4*x1Vf%`or<zUxb zKHJx8zaJg9pk#rDnAqQ`II8(-iGe}I<ID5Cg&+9@q;M2p-Ky@m)UU>#bc;gPj1!95 zLpM)a#V@`L#mZNZ4j#nL-ri=~_Lx@Bh=Pm21@k!#Ql~e0F``K3iiF-s&R^KqbdKZ@ z@CEp$-{9K5(x1#BW(7(lW4plz#%45MS1nTL=Ln!YKlGk7KXK+|fIPGHCE*2|iy=Al z$Y71j-9y_o*{|f3?FPm{)WK;cxBF*Qlg)3ilUqPLsHl#Bd6^9?ti{IfaO`bQuA5~g zixBm}+xSHYIzd&Xd1EW2PlG;iadt%6Slsl#LWv^L>&4v(!|I$&wN%iQ%Nw#_&hDlC z_*Te2pj4c$gwyf&s$a;NCl#)h7h>*M-)&9UuueV6d({Sw*f8ccG#S@=T+I@^@Zda_ z_XJ-XChgpM$c)kiG-l-wJ01^8I5IO=>lhi2xiwYr(g+LuUNpO2aZ)YhSuQWFow76h zd(>z$qUbgTv5zgyJno>iD7aZ<gkhY?H?O(Z&)$!*T8g(-boXwp4Bfw`ioa{U6hy2` zo};gC2^NQ(0n_OEGKW_@|2=Ty&c-!P)#X8o{E9=BCS+4(+`CzGCJ(TIQK6r3cJbYl zavAU`6tQLZ<??4&27j_CZw^bRn+p#s;J2kXF9HeHRIsH`hPI7??@OJoY2p{&XUVo! zea+eP{6QsE)yWn99gW92pV2<g`D01X9HpHQGVkR<dH`h)904i#pc7$z1xkKjzSq|! zHs~*)v}s-iRtBWY1ijT>`Vdi2q+j<k_7tDUxVtj^(ldIX*M(Z9snP741QR4QZVuqI z2i(0V&IN299}}832`K>-?CbT8#L@vGQSWA@kh!p54ry};U*g*e@2q?A3}4s>^F_RM zc>M8=CwZ9hTOVuhxjlc`8R0rwUN4M5)T^{2Lu?i%ALGNF#09k=A}GX<IOFp<|G@Qa z`GpP*II+q1^rG`#l*2-fi4E^)idDnuF|n{D_&%DMnSEC$dH7(mrc6MnX&RR$IlT>- zK4cFiTW7F-op=dhJgtmwNPlv7ZHS4hmIMzp2s5>$VQyQ?J%Q|+g}efAA`OnfXliiD zu(7la5}n5~bH1C2DUrsl44t5WcpZT6fIL*bine-8xx2wcdgT<9=fL*MNh|w+lMp81 z3BcL0(8fj|jd3Y6RlQ&2+I!yEO;txX+zso(Yc*f>{5r-2b~gSjiiMwfQq_5DqDY`F z<vAe=>B~#}r0?>n(#XMM6zDW8lR2`qvx);Y&{QVB0pt)K1|9h?hjR+Fx$KN(c4e%q z5h(V_;gm^F@k3ZuDJvzhL-6}=FL~dqSK&FNE>0`TXmo;P13qd)nlm+qZBeGR3D5UX zJBCDIrBAd*nfYasp8=22qn+N6gp2a53F2t+tHhk8FUjQ^kkRn$kI^ZeIOcu>BD@?p z{Zs++(8fklEF!uH&_db7l1g2MKKk6;Tt!Wd+~ddBK(xB6gZ-3=YA;3-A!cBK*PEX| zN%og`@_Zc|@x`-e<(wVs^p`$)%rPND>fU$pohavf5o_CfnT6@Dvip2%fMicRV?3xE z5k?w%_EI1$OGrLwZ6pZzKQ=d($0G{mevXgf7tei1S?b<TZ%vH7BPqB1Q@m_VCTt-y z`haBr3mWGwM~rT3pd7@u5005Ue^Cddq;9JaT)*2u=mR9a&Tum4BXpok(#5<kLXZpk zZzUYj!eUZ{xR_W4(EA`2m5X{CS)^WktGZ%)PzkB5mPUV*wD8hI8`#Avp+Sa~Gkf;z zEgng|AW`Ge1{w;8q2(R42OpcChIb`B#0{Qd%7n@s<>>D3*&KU#=m~`=JT1ey&H|1? zM8w5$3k;m|5L*FS8iParp04%x@}Atw8?k9VZ)&KugO;o&hgCD)K3Z5SqrFf!mFo1f z(*VQN1q>bQ%!Wavp)soeU<2A;H2v|cOUD6aOv;Z4fX9_{|J@l<wr6B&m6g1ymw23C z`~gHs1Yh49FkQeRpb9)b*jxswBPtN&(5@S^)E*nNLA3{G{*kS4bfnH}hYgUEhIIz? zs^Dx~^Vn}_19kNDy!qLJdPt!{iNR5px~SOGDc<4d8~rJ#2Bpk>rASBEC9ryXweHoy zR)A1|PY}~-_f}0(9WNQ2sf>qnAZF&~fOQuuO$jaf2jJ|ABd9m&Zn+kW*~Dj1a)(?y zP~VQ1Jf+%fKF9#Yh`W%lpC2$&@mGa%-U1K<sa!Cq8bLJLJY<JA)f(kxz_m5L!J+MY z$mV_}t#hJT=*@w{h5CAGp8^(;QwWxZix8_HZfx3UlP2RZq2z7weLu30@YEFPv-Wn6 zy*vG()|ZhK#rq%11Qg5&Wdf%<Z}f|ci=(0X`ugB7+6bre-Mc~I^3%uc6nL2Ac(R2n z&h<?nG@loxe<rU8P!_5VP&=%jVS;jZ;#E_ykI20fh>gW(`?3F;F{YbYB<P=qSQmHf zE+wSxY^j89EzBI|I<VBuB%Qv@cIcUFEmBGKSMU}}Bta)*Q*492S0x;5I6OYKY2Mh} zBvw{d28u?$O0iJg1bTPh#|qWllJ8$BJaa9HmMyOdN}46WF3Vl&&WyX9nr~0`W8K1= zA&f^P2;z^NwGtDEyi8WU?;mdDy%@h}rr`0+K9yS1UksR$NH~86R0IP&CkiDmFAto8 zG>F#zUuA~R^T_TpmsDa;G<_n?dGV?(?<*aFfh$4hNp4xx`<vIJ#}5CrxgiyCsI0ZN zPKvSbW4{=}QtVL7@&y}3AS>}NabG}%goRmi8NM~cg_C$_D5R|T-_?r74#O`!o?2Ni zu7x~UzGd3=Y#AEA;hQFdPk%U4ZypdliOsvSF2cs|DesWGJUaLdAtz8D>s#<G2yC$e zv=|m`Vy^rh)Ot!*X!bv3j*s>*L5m7JhplH7*&ExK?){y<bGy-3XongZbRcYQUNTr5 zkli1Na-00^`;0<qiQZTIHAyvGyR|Bg6H9eQEpL{aZp+DckhfZ(?}{D3Hodg}7abw1 zuxfUD#{6R!JN*92&`9Bwh<edhdFXZhJqe%WiF|B`&A3nSB!`f=Ne~1QGIC{ixq_U6 zMHi3#gez{`LVGzp+kMJW2=$C<NNv$zfZemcMsFT$HKEMj?Lz|8?Sy=B3nJ^V3IFOV zWih*<#$g3m6&l(`I%jM^9tcUyI1(j4bJ;p=sG4#;B7$GyNnT>WzWwG~P!ZM6fkF2$ zw*74lP9rYi-bQ0W-nUhfUss=H4BYqb$z*#-I5IMc8_=>xz;<Ab6B<fQq<>#}xE_0J z^mOf93&8NOIuddy!<h$4a=npAqq5B<R%{CisyX*j!HR@kTmmwJF|)G-%TjAO9%?*_ z)8x_L*M6kzOtRXFyIgWHcpSDWp`@Cupl%LoL8GG@{3(BKkmjvC4uwSZ+LBB;k|U?6 z%k!SP^q<BVfXMrY-i|H^4aIbw79-$h45$KcBf7fZ5xYg&TwBLaFSwq$OV(uGf09ao zWS;$|OC6U@(d*1%QJ~-CSsBaIfK|T?x=*9E=|*keYYd{pS4~%6zrnHl&g~W{b4xVf zD!!Uf_tN?=P84x@_YD^#wHu|st~r^j>x1xBF|ha*Iwbg>*WjYAJ6;IC9Km{(ccC@k zY3JE5vlw`ah2DZSz~$&;=oMPpM$YA75sx>qci8K$U!mrPv;Slxg74`Y=YKuf1i1dJ zb9?G{`DmTtg4L|q6@c57-`m_uV(SUbKXqb!KCa#B8Ec7M*f3&sa=U_wTx?og@lkJk zHz&3dU_vZl7n9K+pHoCCsDJ);-Y|PzmiKj`*Ke|NWnG`Vn9<-)iw6DGrb`nf!#5n0 z>TW%|*h%m-67iZ+vRliO!P_av2NZNIFXA#>h>ez9f~fv-mUrF>Tb});cv81{%UxeV zu20`F!)_sJTYoL5xmBR{8ghs0i7#I+4t_)-q@yw{)mF8uZ~e|iq%9}{pLa~&{duuZ z2A9c^Qvw65A}m;I^hUpr(01El*`8M<+DHey7GcY!vYRny#<a6gG^O${IyalSDWE*Q z>_o}AO;Q|P%m59QJrXIS`4#e$ip^U}b4|o3Ug1RJ+xQMm)HH!u4Eq<g6v84}vm$WX zI!EiUYxnOwmKGkEazA$#hw$Y}4sJMuEGVm$(epq9Fw)lKpDW0nU?2<>2u*o&V~KlQ zaRbY%V!J4wF(EH(;3{*+8=$9&2|5#xJqEu;h^fE2p37C>w-&>rb$0`v%Uat?_+jH8 z7|Q$Vz^U$u5xUM>hsIDYi-|_ELl-gP1NqDrn8IeulX;@vWgse@7VfdX*|iI~q<g&e z`u@n>ptn@T%CjBdbC<8Lp`qG9AocXs313qpBLoiCvV<61cuPc5f6oYd=Dy9zmi;X4 zFw=&;5L>xq_+b8~(ZpqVo}^^x-ZIKNEY(VHD-5flqh^0mc>bOCj(BVs-fQ_uZBa*B zMtN+YmsGdMqi0Ea`>?gO{PNKetke9)9LmA9uy?fXM<f90%CC-M{_!o5=^fz*SUYYt zJyQv&rjH-6HJx1|Ij)!@udkpmF}6qG{P!<o_?ghw&a$yW3cC_9cYL0j?e=Ip--n<3 zbbj*pwapH4w!vc=?M3Q(zV`O4p1Vyf8iQXN4~=`H_REUiz`4pKsrGhb^~+axz8Ur4 zbvc$r+-J769Kj?@(^&RYGZUAF1%C(TVV)_ZzNIa!N9umtTYlI@OW|4#HjB#<V28`~ zatyr7&4~)};Ex3(5WqWh|GZWf;8~Bl-;+ib8PSpvhoPm4EPT2h7b$}tEl>5{irXE< zfzZb3L#CfJ?p<tFWfPw(Gw^#nO5=fa@LafwG?kgXt>M859zUYR(3$8N+!ZT{u8(!Q zO6J7VNYcs>)mt9E^a-R;VKt?}ErZRTj+TV(KQ-AX=@r}N?q5$c9~N}(eVMiQX{P)| zNYc~m3l5abBlwb+bQOP2laOWF1pd`htz4C1hNj6AwOW2Bxb)2#b@(Z$p;UDZ-|f0B zwSKe-G^uV2Dz-{tw2ZTnkHbI>nB8t&B`%-%{J#Ir5?-G=yk6v~!K0LyS-?iSI(!X! zo{l}`_?rmyP|Ols#8ASU>_y7l*sbUVii(O{k9Mf0DI<cf?}L`{*|_?8vnTOGE!C%~ z<>;4#XHOO>a(i8I7p@<x|3Vh>L)~Xx#HnKl3&TOMrR~B@`q?zm@s9x!uvTb>r*637 zX`TytH7(!i7Cr<^5hjqJPpa)y9E^ycxbR`}32)|TbKNKx)zN*OmvhmO0AH3~i-A#g z1eyTZ>{k=}KDK1wBNW}cZ!gaSugenU(0pGH&;e8K+_)0eC49NDJXp2+LBh)0FP^_u zh=n;Eej5=-N(Nv~b;_~5r?PYtup5M(<<*pR*XOFq4C0!8q3(u**A*q@RMVBaZ*>;a zpE#Z>QNnsaSQM@EYemifs((@+V0b6FEj-`T1ApoI+&C*#d&khO-pnJXYf1~7Ju{dh zLP6sbrYO*WU7rJMTl!L>NS*!q2iEgg^~_4=GwA~x(WOKnkRgtgh&+wR5#}dx6QOvR zthQ)k6M0GJ7*XYcKryjlmPQsQ2n798K75#GdiUC=Kc}Xt6$XV1)BR%j8dr8_!}CoL z$GRsQ4K;7sE14@IpuEJwJT_9PAig;AyF!SKbWLdvfo1*@ju?`RbwNV@)mva8yLKCx zwD(VcdedNjFp)7-?vzYct=LqJTE&WIO&fQYsl9v<-WcCR??pgHO?WDInK>Ata}#|q z7n>_?uQ#4-k#G7XGctJ6xa>&0IrBn;$Y%Oj*YL)H)7R^B%8tTSD4(;&V}uMOrz{jK zf7CztslJ6H!)DhJKPDU_-iK+q3mh1$uVa<~Gz}yZQy2%3umJ{X(<Vm14r#lcP-@b* zhF(_o0ctQ5<)J&~RvFq_T-s-tQm)PAxbObP;^0$vu5Ib0jp(DC<ABclz24kS?JVOs zZ~g{|lTu@X>MmwehtVPI!h*Ih)<k+;XzS3`WmRV)Zq{#)W8JE>+UC0{-Sq8L;JNnn z>>k2@{D*2PYD!WA>RcEK9Jj1#PU};i6!c$*plEF%kcd|Lb4;pMZsR+{*B}T+_Ji3p zh_%ForKS?lW9WSZvS)NhW6FDjduaB9jFdM6Y(PRrz6>nBstcZz7*o#JaWh@1%H)c1 z-L^+{P<bN7vz;IiY<zXbZBfB27)PHbR#)iflF=!<_@n+_?l%f(2a{NN-RsI<Wm>fe zTeXNo89A5-CEOMUXN^m^?O~9TU=2NcX8wC|LT94gjWU`+h_aU?bARh;!i(_3UEeFY zD@?_=Lvu^86+U<evIviy2_|B$rXSOS1Y>d2x|qWKXTwwn6!6Y2e=`_PLD~p>`G^bt z(~RO1EtTss-WmHlF=DJyr*2Ohevi3S%hq1@aJBgwSL60-&p_ZQlIXH&I^pmDz^=y| z%j!R?p{>+)=7FyyrNdwkgG+E-n%pqYsn8Dle1PwG?2krd@L<$Cvp$sooK&#)>zLd1 zX+LvphpQagDKEvH*6tp)cHS$yD00>ic3)OR`%&At5}KAMrrtUyql7KRmScrfxc5-O zw;r|0K36^nUv~@4Z6cws^;qLufQO@Ip*l3cv1h_vdw+4}S=cDSE-Z~Q*nhgNLa}V& zEn)xWo9S7Sda20DD*sI#U1ot+6J2Enzw+o`okpq`Re(@&tQ_~>u+9$z#)F4JVV4T< zv)PE*+we;fJ4NQ<@YvM`WKs(T?u(rXJM*Qt($18I!y&u?A2oRRyC$P<hGW6n1~)k% zlpLD_pCRIYF34A9WL7}SxaIopNq!E+Ev&l7&2KdEub4}={S{-a%^<lO16K6?dP-`a z%I7|sYA-cK=DzJrQjm}S*Xx`}K+N+n@x}mh3LKhh;kC8GkgDKKDJ6SH@Ddp~;Qo$* z{+4UP8*S*$^D8_HONE0HaHJ9)PUv0p`0t|{IW!!|DHQ3eKc*GoM6w(lpJo)5gIE2G zj#j0CijbMv)O0J~LS9z3{mU16c=r*=Dcc891r|3p3^oosI;6-cPdAx0r>Cb;3<f{c z@>G9R*F5{PD_&k`^dG(BC_N(iFZWIQ5vhptu-?W|ixfyaP)Ha<124_oW}+krB$x0K zA`(W%cz6>)c0mEoRppEjq(A?^mH$N_K)uE+{$Y4n9^L=}E$@Yeg{`SdEP4xur035s zz!8iRgJv3dFM)a7b({W}@^T({p+d$~%m-Dlg(^#85cI>F8TM|~UjKhi51zo$&8<`= zh41i-;@RrT3MSl4ui3kL7EYyP50nc1ciH{#nBD(UAR4PrrruRnmNzkB2GM3NcPL1- z2tq(Y=<MR+^lL_Na0l2I<k%gYr-s)r{a@Xjc|6qlAIC>>mt!hNEgHWrO3AEMLK(AJ zx)?`(j*(~z9m*;>n#$cxk>j^=gfT{_?5-YLu5v3P+FxlR2?^D(bnfdj+i&;rtM>6b z{@lj{^T!xI-_Pgs{v7Z3>-Aji?LCJb)Fnks$~2k;(Jq37KtLXH`SZwVz-bd38*72` zlhG|<$gmlu9Oe6B|1Jg!`rYuoS^?vNf7D#!w^8u-OVThkvl5^VVoI;RZ7^--%p*0L z+@IhS^%aQOU~zVubixV~Ex_u4`S1xHOgx>)DHWxEaxVL?v0{J44<cA3WfarlR2~@{ zi$ZxChN%*^+NTM~^SX&-nB&iT&ReoXi5Torm97tcn_qYh+?=pzDFxMs@R<U5!-RGg zrcZt;i*&z(D(gTH;tXc}VMC8;j7?w+0IebqZ?Oag0^IQEXrdg6g|F3NYaR*wbfhm% zPD6NrMgi)T<)yV5wzGliX=!PB9F;5%LRH^1IK3q);-X;!+iy|w2I0#T`46_9m7QV% za{b2SH1+LC*6Y_xQy>A_rvJ;xNI6JG4Pip$czzQD?HhhD6=I;bsuLbi{pQ8*Unlj! zxcb2lmHqh1lZ`=wil}5NEZ|Q|l{4Eea$o=9g@u0z0w1Wa4~B<_v;FM<Q{c@Fanh^Y zRCNq))PvEk+lc77!Jfsk*-<cI9LbP~WZ3zZ{-M(Omn-Xo(bXyWfcjt{2STH+{{Fm@ z{&l}+sZK{Epn@Ami~F{LxR2q+&DpPoE<~-j93I-hfwl?^4q+R8xviNpb>^4lh$O-n zL!$6AQMl$rpa#4@iHqHjz}c0Ro=yQlp$cnn%eAnO!3S4oeH?@GG-hcb@MFx?t91+w zFTOg0q1VaUTvS6KekzU->*3{3d3}Gyz#?1UC!5%3SDh4#=wu{*iH0ybH#e6kRA4X$ z5b)r9pWEl<-o1Ohs|o6+0J(g!WLbKRcve?d9(MIYIP%=2ucpdTF0ii>k3O=PUVY6O z1SKbSXT(V??bD|dS2CyoCjhb`zArkbk+9`}>XK1YJ8LMkcXp0JOf|hEs=!r1Zvmjh zeu{Yvf4Wt0u*q*Kc&U$O;*$CEWhk>Ff?jO$WMb7PECeEoXwam?$1iaZe6WY%_`#Dn z2^+=yUdd$T8L_5Oe}g}dP{m-@Xb64VqEAO995f35-MbILkLjn6U1<bLeC#W51d2Yh zZ82nfdV0$5-J8YXoLs3_oxYE5#xE*TR$Icpe(9FE>yWxQgfdDR>+14sp6>DYe`v## z{Ag9^?dx;S*exAK83A~w2%>yAD2M}&FfkzGCnyC}qR`Wlp3SbDox*F!!EVrigwH=9 z02L@re^H+uM2^<(Pzb4L$c8J@p)pLn5>dliFg@w39WHsDE)Gloy}SCOTQn(T#}e(5 z4r?T#&~o}u@Rq$E2i`ol!bn!t*UJMTQw{s2_KE|@MQ`i8Vk8g<Yzx_Dgwl{*z5Q;H z1jvk0jEq%?&SJ1`_<A0DUJVJsbb+$K#!SmJ$Tq>ll9kZ!$zoCQM9oE>me3%Otn-!= z^z1<8X0Fn@9cF^H@4wo4KL+XkA4^M7GZ5Qnu!Ptghx*bLzo8kb7kp($e2Xg%2#_vz zqeE2G7P~0}0&{{OFpPISSQPLEZHWLwgODMwM=GdYUsCo)2eXH$i#TiHNii@sRs;Ku ziqV=*Ucs{Hh7b16XbFFvqi9!M{M^cl3JaiMe9V0L^<xI+=Io!|j@=`ygiLS<yT9A_ zK-Z}HOuGe*pA(&PS<C5rE@=QE!Q24s<pydd*Fnc49ExRu17|o>IxIRvw%I&=*t$7s zq7Vg^*kZ35Uws96d8&4p$S(O2&RvTRA3l6J5sban#0>m0wDuG&b7LXf#VdGhP&Z0Z zlb_3<YW1OUEiHD#B{R{o5g}L%^=~Y<+dNHIc5Jn@cTo!L_lQL;;VA4XerW-kZCBAi zMRWZj&ZKnsULb-c8=2pJl-$5@aPJKP=#%9eib9;qv}uwFHluf!K5p_6@cCTIsnk>j zoW;h+$J0H^4lE0Mb@^S{L5ZLgEvJY)LHMdWqsj)yM{Tv=+UMV?t*bi(881hJJg96^ zwFyrlN`r!#x?u5QF#V$2_rS}8D%jbHG=z;|joOSEH27tUz3Nk2ogE$D<Jk$la(m~M z8Tn2H1m$J2Z|E3ivs05=Tyv|aNN4R9&B^==(K#2j2C}#yd+Nh<WB?LKli`K%E59^5 zv|G5Vi=Iv4rxH6gYDy)8){nH^**`Boo_y_fM~0=0xL1Qw2qdHuLhgcAwsqsr(%E|L zYW6NN5^uR4_O43jzUQI=44e}|$RX9jtBpPaQKzN7tIRp+sworztHAj=YjaaqS2vrw zS8l_GTZT2R&d%jGZan_|X|%R*I8mUJw%2lxo32w@Sc%r94+M|%Qm$wX+%7ZnYv0ty zvm=nhw2-0Y1sy*s4m_x`y3-bDt9HL>a{2AsR1$6g?p#hBhD!H4lR&+fW>7mWG6KD- zlh7o3_Dp!yoH5QV=JVf~*~lIun=6<VD<fx}%I)|3I;q}7*1=s#+tI$GD)*TXU^W9t z!v$`oR4{1tM@`5mk=7^<Fpp%Nm}*zo|1Hchsw9vAc$^M^s1A*0Axpb%r5!eh9X9IN zG#+n%6c91@-CdPZ#X--zS-Gm(=ApPOrXF1$&>MqKAHi$eU3+SNCKvu1Vw>s)vauV4 zrp-OIaX9}ozF4tW@Xs=jK;CwxNM-T{`ObuF2<rjkALd~$07v<-jk5!7WBC0Ux&_e* z&xG)L1L_qy4%^h_^%^%D8{3X`nealC*7<0Lx=f+Je*y9+0n-pz3;3mT$A*Q4`*(mg zqcdj?(=XJ);f$=JqAKjvnLq?>28k-W*9}CNZFh?@uzV004c4v<ep!^asIv?Rl_Q{8 z%C1?nrmMGiUa+W-mYJ26|0w^PoQr0YZ3o0$8*$i+gqRUZ3tP*8pfh}JOn7n2OBDy& z#q%U;ZOnTuvGLG5B1pW({;$W4V~FZWxLD!~=+nHHp>qR(!Rj|vQ?Wiuavk*`EFR~+ zo3MJaKR!O*VBe5ir-F`79l43y0T!eC%guoVoXg};-7|AwGFc=);CnVDMIJ@P#uTG9 zm%s|}BA_a08W$RM;O1%oZWrEB(9+U^m%kDN12kX+_Du?IPDFMF#%9iNp#@XAk})tT zrdEXYx$6hvfvWODlBm@xfm2Ipfa=COzd*Oy^-qiqbt-6UYm<v|w32o;&n}B#fr-8k zvZ5+D_YL+AI>XXc(b4gPJao0zv96q$Z>Z44R}kPXV1rU#H75xA4kpN#4gt$otndQ8 z5(7tLhdeU^$yXV!{qdgD8(=b*B(yg2JkX(yzR{1VRVF!AZ$fY)s91vb1lI~%R+?`b zNK567gWR&4rlzLNVE>2@G@!Z61`Os&N^I?j_@jhih-(6)!08dLAsft2x-ISqUJQPn zTaHuyxmWa<TL0%s8anY2K)4VK{8@Ie98j9-M!wTGdwJm=Obhg3dV8Zn6*Fh)mip-^ zfqSC)r0@y6R)k&FYHPTVG-$XO^7jJGk^};D;t~%<;DyMxIPv1~GKiXijaY#CB>qln zYz*HW`U}F8yofnEn@+!UJ3t?>=eCPH9*@;PrBe0Gj8!ybNFquPO9lfs8Wl~=f>u*7 zaUrq@9-#BkYVve;WI(}emY~Q-GM-ETfdv?v&poF1eef1&fh6a_+;CKeLhv&G7xh|v cihj-AI$rCr)w3cJJa3Bi*Xx-V7@H3N3Z?hovj6}9 literal 0 HcmV?d00001 diff --git a/content/GA_1_6/figures/ts.png b/content/GA_1_6/figures/ts.png new file mode 100644 index 0000000000000000000000000000000000000000..067dbec86e4801ff56d339069f5a5d9761715af5 GIT binary patch literal 44739 zcmZ^L1yt4Dw=GI5ilQJ$N~)A}w=@DuNlPQ$Atiz!-El|}DUk*NDHWtcy1S)24)NCU zf8QN%y!Y-mhM#)CU#z|MT64`gH$lpZ(l@T%zlMf}c0*R?=?gTps~l)(SAOGQ!6(@E zZrbo0pOfTECly;$CszXp6SQXrPIgwdPFAlCsa#AP9ADeoaIo;PurpDaJ2}}o^0Ts9 z|Mxer*gBZ8K2Ss-g^S?Y$!I#Fq2U{#eqG5G$$5>2R`^8rshFx;%KD`1%e%wFKX$gP zGFfD>NvR$O*Ig$nPB3R;vrw>l)X<b@NMIEFC_Xn&DyCLeK_zCyh^P4j=D-J`!x2d< z9HKYcF3aaelWKPfKX+a|+7lFJDJ$bJ3wSRy;ZR81Q5s5x^NtEfoFwZ7KbqJr46$4O zpKi7N=R=bu8B_QGL+oMyQ+Aqv--e)%Ci(YW?VM4as88N0X9pQe{rh+9&uBSNpHRiV zrbgUG{lg4}J8hwnfwZ!ir}qd6vz&5+HEUd$@6anK^W!CNZ#7&JP*8;D=QBprvKckw zefsoi^G$?8;*%?~(Q-odp`m#63W={`wuVPWUed}McBk;k1x6RyHk@-$k5~z9dLa0n zA2X_dg==N_o5$W1EoNq8V{@-h6Le=!=CL*H&wl3qEzsXT*7PN}$;Md4+4SXkx{UeT zoOJJ`{e34Q7M%~t$)s1VT;b*CC%ALR=+0IY>XwQrIHFIV`j`Hk_}SAFk(fyQ?%liC zn{@iq-bm)Ow6suSHtHT1?Fgh^wqk1g+bifR<CR5y88~#Jv>f6T1=^L}dld-@_a4Xn zE!<d?m6E~=4-c0MG`M4LY-&0;Gow6nj!!Av>DVJA9YG<qYsK2LmGFuEe%Qj&lA)QI z2K|<bW|;QF>8Cs~%I180e4hKg(gS%a*a89qwY9axd=9ihK|$_^*Ku$@Y82^x)hr93 zf0i^eGb1|r-C48D^ah&aQfG$E<ab^^zTQ$3`NQ?mnB@Z+sn8#zqX-)5@IQGf3@Iro z+q=7SSqXa7G&D3l^`%UE8<o?2RrW??WMp=Zjz&M;UP<9|r0?;*ef#!6k$yU}_P1L^ zL;;zZG)f}poM<6L%%3cW3y)7uG>yEF8<nz3N<DY_FVCkhuejGN7#bOEji0f|zDSEF zldtTk_d*gsd4*<UV>8s?bo~wUNeS7}w9jRh&*eo`Rn^SjzwIhYLe4!~J*6fc=6#=W z4-XHA)I%Es@%wX>C?_T+iYqH~?B|<1Qw4@k$M_tVsALJMtE)YaCS8Y+Xba<APOR`a z)SR4m85kH+Qd3ul3P>+6kXz{b35kiVA*}T>GBP;b-Q8{;9{nXo(%)<*EhZVbxrta= zS<zsj&BJ!O;{(Pc^7>cZF3*p)-fWJP7|BF8Y3O^Y&FpC#M$!hsE5}9%pMLo9Lv($8 zeWccXPiUHT{F`;AN{-^n!5cDia@_0J=X*phJIi|NzHcy1CqS~UeS4P74bk%r48*>9 z^QLN%UTO=4$9iFU#yBPhhTTHz?N6DR1xL(OR8&1&lN6P7X@1!FyT|hp^MC&a*VG6U zHC*t+Ym$k0r)*BvWDc+4;^55mD~Z&tr967{D3n|v9v;VupIq&WszGNWo4fbL<{~Pp zkP`5wMrLNxi|ujl3sKTlcC%MsU7W}(DVc3fR1d9H*JZH?3#Too`=otQ%m38Bii3w| zJl7Ni*{5|>eeS_$(th`gMp1ZOolsXYkJ)^4nERZpg2IB&C6aRRi(1)5xK)4l4N`6^ zx0wnYd|4uYB(bn()%wDM@%flJXZvK0YeH&D%0kc`hW4nas9gvitw!Dp$(y*iQ5@{- zUy-LsWQSV5dfeJ@5i9G<Vo|*smx75eYK)rsgYA@_+rAUo&q&=zOHFon7dsZmDl9vM zg@xVqL_Ck}G;{jf2J<x%aug8MMfweTX-^E^eeE@0(5rj17_?WtoEB4|RdCi!YTLRt zR1mY=lg>Jvry_m0vlBHxKVN`+9~juNxw+|3VKKM>(bbx&buWXpW9}$rQc4rlyx8qv zT@<-IQwa|aj&8WT@Zfv$M0xX1hTp+Kj$&#wHXbn*x`Tp3=z+evdc5c1x+Y1aSx=hR zuouPxzR201(}O@t?}zB64Gj%vL)x}&sCN%0WW46gd{TX0Wm|ueeFj<I0Xh9IJg{Y3 zVQ;(Fi+Fo`JA~cmTG01CkwiUGt>rMw3FKg@UQvSIyLSuvKIdu|dp#nH3~6rSSPM$R zCr{%|G!<oJB8?0UjYTP*yn1^e+*-<HJ5{TRwE#;tO*p)f4Iz?`rWHBg@83=0vRp9f zh;Pft$S948iSb-$jY8@zml(AyJkOMByMB))HuKY`1un~>)*ivV(62A@zAksQw?_{b zXfvSia`Xrqh3!E3ITEyK@IGI#82r*EmC4p~2s^TkKUJ~*&4Gn)4{Jy1fzb0TIl^j* zz?-|2K4%Y5>m%%OXjQ+JkemAuwYFVJTru~UwP=f8mWXeTRpc|tM%UWS{z6VEX~r*( zmYH?DMFn;3WMgAvkwy1=D^&GJ)PuS2Ew#Z_<7_9Y?0b;Kw$sAZQepQUV(6cJJ+hvz z_i`^>J*;Bh!NA7uh+$BQhkCY%dbYP`ee$er&VL7@8czQ*^0BkOpx|@(jMplkz*12! zEF`3BGf`EtzPkEIDP351s@T9!&~Zs&bZ}4&_J5`oJ7SZ>QcEjoeRlQ%kL{F>UaeaR zDpy#w%4NJ~-``uvl#XaGW$J)tQ|jmEH&JG$w07`v$|!+VKR#bApB@QGUS`@A&0{q} zg-Wh(Wo0qap~UvXN2OX777kE67PI6N+U4V!qO{A+A6Qmsxg!rZhP-N=*XTXm-P=UY zw*ANm3F%P5x|s39-}S_QKSvi$GF!i?U`oXF(r%cQ8o~yft>f((ly0rc6SyPPncer- z?|mIV+?r-ZFHKKRPf1I&nXEVbeT^hiqd+TedEza+W~bnC61zz-UMoCCjEUwq?_BSl z-}l@P1$-`Q*Joy^B1n0<zcUL8>R>H|k@8F(eSbzDWA%i1VP(afBod#D_m!8;{z~tO zcch>K``%A%%7xLQC&ST{9rpSj8x?}%%U#KkIMCQ_CYQFhSn~%hPL6lx-4DqH-HNTu z%otjJ|6UxO%9O?*?d^T8C@0tMs0-2TF4Gr_MpRYtYG(GfvNoJKqzz|hXSdha*YE!D zMc?vBb#3qJio1d3Hv#>tTED@2Xam}y>m(AXSz!@}*9zsN$8o(qj<F*`=<sDmkFC2B z1}5gBEUm52=HZb%R0I=STU$OZF0P&uROx|m44!7_{V`sO5V?rF;(mE?j`{s!9O{eG zO?><YOXPVpLSVWQ0uX-%RgQ+NvHZjicXy+aM_aa&+}2~9nprQ}YFxLv_uj~#K{Ko~ zOYt~dkGir(iGDP<us{nf{;Y5Vx<V~94W@JfSC*bb_?r&aSJ{Zg?~EFSOlGF0T1WD- zvQd+hlZ)M{0@{^)0s<XI&7sw{g5o;_lM3P)sO~No_qeyl)z-n$vEcGPk4<P%(Uz|6 zb$GCB_{vZbyxH}{8V?&vO2biasPHx2Ckru3ODAtyBOjnyP1TOxkD-+nJQz@MH{3lq z$bvoZ`WtG!R7*Jd7Jm<d!;F~S7ze_fJ7`g^#XLJZi-syxnAJk>4@Zn57Eitx4?D2B zPL=thV}I&3|9aH<$)GV{pioz!2i4(vVKtzQ#G4^M+@@)5ZLPA5JZ?NjZZ))Zb(xG5 z8@LztPfew5Z*O1KU53jl0U#@>td!2|{Wxeb3V0)`UPI{3{*U3|1SkQ^K?i+V@<W@g zfqa*l5yHXh`E^^>{r&x;)s774Sa<+nM!)M8sB<{2D6{BP{n(jrx$Z0kfso4S-)Xo! zkEnKBCd$n(efZ|!Z`|_Qcjq-~z#wdD_rn691}>dw>H|7DSQ|#63HK>{fJ+{)5=@{j z**iMU7gSEo!DBD4^k%*fc83q0R{r=xIxX{6(k-p5tO&xoPg8n$c&rV-sY{!x^C&av zAPSYDK?7)H46qc1($+^x(EWZY=O+690?e!YP@_=i!J|jGsfvN>`CWUg&~@`Qik3#F zCntq^hWS%B>&MGVOLwh?%{krN+!jWc*4D27sIVOV%GOpI8WGW>%eFC6GGCZ@c6PS; zy|BET6S`pw<jKiOX2gf!V8f%$Nha-Ycu(*{nQ>j4UyN8*-|G-6EuN6>5ULqI`RS>@ zH?CLhV6wI+>AcuZh^AF;Za?hIqE)`)JIv>G>I79(GGD#m<#(q?0xs*X;A&1=Q*|=a zjA2rZe=;OA>pl5oWo6&GlLe=zQ=)>kvbXFivgI`2e8X6iWypi_?%k$<8>HKZho(>t zV6)wZ4>}PX*PT<|wQntt_4cy$1U8r;H$>JT5VJEs{aowr?Y|K!Wtu)Z2iPa)<irV! zw>0TGodqpiwNM8EjkH))wkeKL<7M5O1Ks69jUtL4y36%@W*w!>3=Dw~gCBxKR>#}3 zXZ!t1{s94Vo15Lm28|ygB79y6{%X8khVU2P+23z!Z1i(p8(Kux>J_mL?JX`XIRN+< z#0^`#_s%3aCx;=Lw#0c&9X94Be{<^iE-7#I>wbFZI!{$qV=K6@ioHJ)`Y+ydf&bDr zj*w{IIpTlmb<{Prv@E~A-LWOS<m&xodblHjb-Lmlm9fMj?GB+L7su#6K9}MR7m(-- z)YR{`>XESL2L=YHTeuw-WQ39H958USeiZY2Sz$p4`&_I*U1a~{`U|6$uC5z#a%vwv ze2^X+heuDnDNo^fGj(fRh{L1+z&8%-`*bC;8Ex<E7;Mk{#1GBqbbIp#Mu{J&O4+l# zl_Tbd#iUbpOEaF&ZJP>8yg}b*Szcb=?Za_fk?je9YsT%dk4}VbWoemr<z?pP=X+P3 zhKRV7l$1<66Mu%1aC`^}F#>p3dww`hOG`Vk=bEF;2@~8k6re<1IkQ&=l0|MYWpAl# zK2Afg#9PSc!gEG_G7{EqXQzeIac52v>n7Q;@^Z1~$OM9^Gl^@h(2E&4!522#(t-^; z=O%?<qS+-ZE)j3|TouuiY3Ptinhnrf*#PNceyQk#ViM1)-wmyC_l)}TU|8SY$%!fc zbv0z4L}stu>HccX_pxi@(VuJTHL&q1XzA(cm5xR>rt{x@(XM1E(5f(mU_r=A%gRXj z92O)}8=k<ZV?OwWup^#%9zaxOeWe2Z9YA*i06{BUaJ5W{pe;obF>AeyD1ox!L7`uu z-VbQ>??7H70R53l+i9;D5&?l40?Vjcl_I^mL>M?JC@3(nu!Q&RX=Oh_J@q_UOn|%( z^g<qLrq>J~?Ef7Mfo)81_pX0(@;G`=iPb1OYVj?_5lKnye+Tnl4;SjD`44}B8`kdk z$y-fSMfqHuEN2uws}g~U`aQeb_N%3?Wa*wXA@_qpjn|{4bXo=RfYgfJ_e>!O5`e^l zH$3@M!&&Q(-@&GUt^M<GV;of&pnhRnkAK7b2*vqq%jePv;NJRZSs;9Qeqo_$u_Iyh zn>Fc;`<$-^a-SawDZPA243k;y_OI)n$FqUv6<ToP7O3@`W0jCoXr8-m46wV=E3}?9 z2Hb$8L3NTdfXcAndvl-DxNMA>JgdL<iMJ55v%!w*{teylPP461G_^2-aas)IisJSG zE;c8Z-UgsB1G^Q1dJGG30{hqA*_nC!U_xG06b;av;o0#H%$xx*?aVJNHA9+=R9N0q zR8$;#J$JG?n12t@-BKgI2(6%C%6v-%$Ll`YtLW%^3OR#o2ggWcnZu$Szw=*z7@c53 zA2OcNOY=T`o#u1lj@s7nmOp>~#CN{<mBej*AD%G-ASDb@M5&4`mDAoGvyFk8#jkw1 zRyRk>7+^>c-0S2}NaDnWQV7q)3z?oa?*-$b)mV9uG=;lAEMiPtoQd`M%0%^^mr+T% z3zJs)hx=R>uK;9tZQZK`E~D6K^~G4FZI5M9ofO254WZEV`*(@=`I{-X`7n=*opRHz z`}OCC+NXyb@-P5InjiqBN5#fIO<>X8)lpJay$ju<xu*xePEX0s?g@m5nw>qmxcG^l z`y$~xKfkv2c4}_!c*wNf^P_2%3JbM0`vD6s)B?cHX)$KsX=6x_jE*++YM^Ie=+BVA z4!|Q3Pvv+1vv#mPRhJ9}vbVwKlAzk>s-eX<J0I6>(`b`DD}NM7u^GsXva+>h1<s)Z zg`v|SjwcIkF+=BP=jV$MfrUb&=pH=c4h7#HNbN#LN<lZ}@DCp%$;rr!U0q$>A-Np1 zw8nH>&KDE(7t{;1+F&J7P?_xRU0QrnZiT5bvk2$(?QOeis2?YKYmlFdfBq<=Fd+(M zrF$J}x&yj*?V4!q?v6+Ob+n^HKA!eb&w3QhnkS=X>2Y43p2jfrSG#UaIapb(3z>1y z(bF%H%8M1!iNw!CB5A;{N)-HBJ9u*v#E=$Qq*EPjHtpf%W2_mEPtH#ZO;6j!**VUc zKXoGad8S8q-<!ly1tQe!A>gz^RZ~^f3OxWd)Cs=&f#wd&cvRQDzHa3Xt==K-v6?ZI zHE12#s8MeLlBnb2;==uK62^&%&$4$$ySo*!c2j#Da^Q(afBqE1T7cPTC!;5Q8hP5i zyjfeMU1<{s&DZ>Vs?ugs3nFo#TQpr^nLtKFL@&U{*9Oyl6wCq=CqP)W?|Fv?1w|nb z))-LZ1?ss10|Ut@DALS^X6l-no7<sZ#2vh;bN+r=H&;K5<ZGCwEKRxWF@QnlY|3M+ z4Yok3Vor>%uI?h%jr*-db%$eK@&sf8E(+drK@1BYKT@F{5)}{aZ&r^08#45G1MEo{ zFMmxVz|Y?<nugE<(7nr8R7;JGh1ITApzh-8nvl$8NgqKeGId(h>@b<`xf>*CKlij6 zCPmcEk~v>f!^W8&GBPnSX=AP3em7BUATj#;x1@`mT_hyLA~gLcJ$Q;4Zn7{?WhD#a zivI+H?H#n!M*dtyw_@Bo^iSY|K+lDkScOpGn3j~3K>6K;3}ACvf0@;Idy~qP1NZ;t zA)WsBN23ZIo#n6lfyjYP`LeRDw9_B=POeThJB&+DpFTxVF^li+qNvKBOCwL&%RG*3 zypLzG?{ixvnjukf-(T%NSxUAYsq^3gob0sPm-X_R(SPnI{4lNab5_<4Anx7y2$7{n zFKIj2IZQiWK{4Cknod7GSmSWr)M005zou3x@sA<heYW$-9R{AIC~1le$K`Gma2(nI zDuE90VWDn~RwcmP+Y}Vtup``|E9?pBp<sx^E`3Z83@-Dtv(G<9&;8?AA1cM0yiife zgLip6cs{Oo_n9dQU;yC;&w8ZWqdC+7h@q`)vZaM#Ixdbm`&qKfbbH2s_*rrwNP1M> z^N9r0aljv!2Q~Cf&QA|q3v%Do2xzMqYu4Ld?-1CkZCopAusP@F<3m8vbA<kCsE^V6 z>Ite9@jI=&RnKQ0GSa}9yC6)h3Y4VT)b9=Qc*!|;F{y1~@z~eb7xQ#ooe42o<I0MQ zi|bC*$Z<c+YP9q{5F!Ck#nG3D?u&?stO>&xT`PtrfTv@bj(ZOSk-feBqh`h@4Y=gw z<U8Bjw`_j}QvLVE|Lb1Ub()*fVgVl>a-&rN7e~hL^x+(Nq<zU{JC(wa?ime#QOT6L z;pycS6dGDy4^=P_X4qf9e#KtXMy&+~Y39q0P`#oY@AFglZ$QVu^kXn7Y}!c-ysjL; ziCndOBDnDH-rlGO5&;iym;U3)xn*`n6^=M;CV1I7INV`$uC|}YLV*tm-*4eV$$!gS z+L0ZN$j!|a)R&KLf`m&1vWj{K#g-FB^qM!ldJ@}SjfaH}v&q-5OrcUnc`5zs(0vCi zoJ+{ypZ+7*m4lf&0CUE~#;Sf<-aj~4JUiJVEG5#)l8f6uIAGqb2>B1|{v)XsIKTOo zm6wm(-nSW3Gc(^XGh4<c3Sd++)}*JQ@$>h`cq>>IPZ{u!%lE(5W6r5{hXfx#;)OsF zd_MyNz%%5vxK1>HjA%>Ij8junl7Ah(ymVDWz00lv2@PC4*N&DjWYPPcb7=H`B!SuN zU|t(Z+276$lK+!3AWlMb`}R*juE9>B5PBHH0)SWKvKW|wS&KDoMlR?-m&&**;Bm+# z<Z<{JYS<ZktrodiQ@h*F$fWySb@k6Rh5x7u%2Hua8Q?;u-6=t|vNF+6t*opv!go;p zukMXAKv^+>itdM_X6~n}IVWd(J@WJ`1XO?jsTAVE5R881QhB^Y1$uVJP;&=|y#a*% zpD))r`^}a*5h=X(?@;>{fCU;5?RG9M^;>JGkqa0&Oi={|Jb1LOJx?gq$0y6_Y{Yox z6=T2j)bn7}L#4$6P5&#}1-}MDzN22*NxK1|W16wSK|&b*fHjA@F|+}tv|($F33Kg- z&dCUD$(}u+HenQZIQTnAt+C8}gBsy3Q`+`a%jI#jP6-j#9f-Y^K8&K*D=t$DL`#{L zYbMo$jF%pqAM9LT(XgW9`4gfr-EOW`F8VloPy`badXdk3kSuke;AxKmJ3{7}tmM|G zhWzBbhu8YM7S`6}Jv}|smhTV{{4wXu`d%*a`~zGpi=1Ed)ipN?nT5FzQMp1By{_y2 z^_KTiv?|2=R%35IhYWalRW|zCz@W-qC_y@@_oY*pGKNk2R-K5$+&ysN(s%FQN5R@X zLBOSNl6Y+O=$kv<%9v6l_3up=yPi<>v5fVv$A<1ztkE)SiuXm+<))<Chkp>AuIA|8 z82jYl@Pc0lr4*%H!@+sA+?@)&Y;Ju$w5G-*<2ypnZ5FfsWQkPI=iE8XW0TL&&=3`W zfNNs7Qo6NG1M7hc>Rh+#<e&I57wzpbYSH7X?<mO&xqUZ~lczE1y3Z0$(il|CokDp| zAlsqwN<r=gztz9HkqEdjSyUuNM&5$uhWUqaU=1A|9i>h^fBu})W+JgIhG7rN;tud2 zamr1<mC8E>X>IR$)U&%78#KFIEu5MeJbloKSKAb!yKyow&-Ir~j-HF1pz&nyv-O0` zSaX<;dcM8Y=vA)-mK6bKskQlneG^m#FwueO4jSpBKDJ+tjiZ&e`fQS_r%yXNC3am( zi~{pma-Ml(n0+oT*3#EHsi1C5{4I~GUzS@&?(1_YInz$)7ETeSYxjgW%(!WNru}nU z$~Aljmp`ux&(Apcmb)K$@u4cbvMDN6RyR0DEC-pMxL|zjyLj(8ec}-ih=)DXA|bN- zcS(Z{L%n%zF(J3a0aI-4vKiUMV{bk|{I(MvTjqG(QPFj+8zGI1JRTf2CKoVGC15~3 z{4YP$b!DUd6UxZt!#1AemD{<CBppkHTC>IHS?3t$e4{xP=ajf0`-NEGKwJ5u(K3(7 z!F^fvHmSGw*!%d3qCv(-^%$=?42_2K_%bh~{dY^ALeJetB*+U%Zp7XC7qB*B#n#k_ zM^|m@$a(B$qxJ9Y1=KlSSs@=tt`=IFTU(H~l4F7!h!33P3Kk8Xy3HRp-BG<<yk~J) zcB3I8XLcg*PIM}Hz}|ATum|^Y0N$*z8*c)G0@X&kPvnh&zB*CVEgqsjWmmzNdLw{# z=yAkm%Uh07s&XZF`FX_q2&T^nC62xutF@)8gr?+)?`7+2vLto$2;xo;v&JsHBsLN^ zR1ti45~k{&^9dL!)XMe!l1%Yg(o`&e-H}x}MeW>(rGP+Wxul}j;Z+CfK6*Sc2*1Cl zGtcih^v!G+(De(E2_BcMMd00}2o3GzK{m{W<?_hze4gG*d@L=k^W8bC-7Niu2U0{8 zxg-7f2HA(PMsyXqYi*1g_On?De7Em6zfaJA;6C^`^wA?a?}C3f%17NOJ|59jPG-*i ztJZ!iMG$GOrqx_Y(bH5M1b^agvYyGSP_h?ZJVTFQU3KEEv<#X495gUS5O!HRZBHpo zW*zsqRa5h`l$68k3GEadONj}N9tWdYY6k#cCy!AT=I6H{<7}MT{Uy5V1TP#v_TExn zo9Sz?dwr>kJS-YaADuLtU!3`!_gMw+)bZ9hs}1XRHEqTH7Spb6_hsvM+)oLrtR7Kh z>isBGf7aSXcb@L^A^nMO%tm7n`7Z6SY0rb@U+?F>tNzOYO;irZ^QahFaPzv0PEIW` zY?`N*m@f=|cwa}<_b2~B9$#MQ7;i9N;PTx!kH68%js*J8od3-qcv+Wp-*R~F;B;+- z#|o!ZVX5AW)^is(N5FMfq2YoSL|jb<#Sf3BA!_2)w9yFa?GhIblVl!F($^Q4e+XI? zJC3-f!lybnxsxv{PK~0Ud6pbqpBg(QLR906d>k&6qDs5;2><arB$uRuB>iZru|$ng zIj{9%OQg{IfXj?>qY<$wBy)V`$c|5TOQjyd=I<au%OUydHKIDofJ$H(=Zdv0Db87o zkbaKJTH-B!-<^Wy%qY$?=R?+jbFNVN*9pO7F+;=mj&jnPd^X7}&LOWKsn|iu>|1T+ za}Bo?IagT!_%r42pQvNm7}@C(bUvQS)@4Fy7_p!^q8cv6=>dolra%INGLrcsZ`1uN z&?*E31n*K)$sas;z@%S)meHd*fy$XUvhrLy$KhuXXqi4C?5oqV(X?2@B%KkuK24KT zsYb&QY;IkzTw1nRz8!Pg*r>kwDl%Aq8Ll;6sj}FyTD8CK+uj>B!KhKi<|AxRBjr%~ zOq-={k0mde+o-*p<=ftM2=q6YB}qYZZH}N+%9IM*on)Y=4*-UN4anS^WV}CsaU|ij zqY`l4WLh-eV}M18q{Y2gaAGh1w~Kb>3cBysz(gfq$Qx$rCK`XzQ64v&bH`4ktzJol z?Q;Qv*}hC{wQQvv^-h;B-k0Qs5eL$+Uz-<<qZ3${e}%9n<#<N8hb?gV7%Fr$<SU>m z%ngvlsrdPmfB~nLC5WcIO-ibrYlMM;@dSh*;57sC^DXO<Ag%fVfw0{zu%(=%NIvDh zOb#qV6A)&>-nV~)-Y>aenD*zXczc&|HX1zS!rDT|#HQn_TIM~e(bkq4;iYq*DTeWv z>;<%s1qAkQ-&Rdyf3G$E?S<E-&P3XqYhgvK4pLZoYeV+0*Iz0I1l&G4+nab<>OWyQ zEJsTO+aQ^)BQi#B_Y#l9)s}IFvYf-Lo0gL^b~()>9Qa4alU);_-vi3Z_Pj0+fcsId zq=vY{7_l@uRG`iC&6f4}>qPYD=lpL=yVV%b34-!8E4jHzU$dmSn&Ud1<E*Dpx{-N= z38{=LW)*tq){h`D8I_6_6n07KLyrk48PW+t^!v>1ECva3)R}ikE?G1K@ngOVM-Q~h zI2anqMofvn*(aJ4NqKA3pS@D!A_gsetUXSii5~UnuUg;c(IIOTF;&~Qf?QdByH|aS zT%DaIbNXjjRz4IJ6*(g>&XHS4er)W(U;eV5o`N9tii7}40YaB`z+Ns`#x%IKugi&U z@tb<=+ix=z7{f}*F-fM4*PTE<Bv!X2u9&dcS&HZ3b2_-?H-tCWaZ|sqsYVv}sn5{~ z`F+kG8Di+QdOl$({W-Fe#l8avQO4v#a?NQ%#=xn@<@FaAY2c%pbB$9o%fs9zBNXDg zRtT)*Z*K+J=v`0dj$PgHSZYW{hh9YT)jKw}h!Q-Ea8Js^ZWcRsquW}1v6vA|GlN}4 z4!g~=X&1=XQ`QG85yRfK#54^eveCu)ns;iFxOO~eF&$WRXsze5UQpAtP1HnurIBvs zckpi_;rN4z^=WH@#4DkDWVk5eGeKPfcxTYHq#duz;<6(YK7Y=h`!t;S{oFNYs6?j4 z*`?kmLbS$Z;~1v0Yo3Do`qMR92C%C)Eef8aqP0?Z<p)t%y8p8n+Zz~#6IIGB1=&T- zTSDH;kcVdH)dvc}h$f%mi}}>}t&eJ!A#{ho{-_naLvGJj;ZrJZ4(5Nh8GCB6fYs-^ zPPM$QS$KX-GwgkKJ1heKRFS;bbu-i`gh*zrFG3CA+Dn-izTe*jHyK|o==DqsJd;q) z={MlKzh}j`X_F0H4tPu4H!6m|jt>>-1JC#}BV6SLl$)onH_*Nn<6#Kb-aYJMc49}L z$#q`X+wM6z+3xYI*kX)NdHD<aheAYRc#fZ0ub+?1eI=y{teeohL__oPK1<p@fCk%F zX;sa)=y8Q-iB)v*Z?G^m830Fnn{gtw2R?4FjQ-eQkomvBWDSC;O-W1ZK0vSa=?2PF zMQN~xpcU1hKHeCwT#iu^&Hyp^D^Nthmlp$xI#-_(NPUVP+&Vbc72DHEBj1JaJ1WFE zql%{8vGOxJ$?oS_sd#ho>^MQp63hPh?`&Xbm0RAy8yycJ@j(*(sia+@8McAV&BW*! zS-tAu5Y~oYL4TffH|+nPK-AyC2*@N*-^9hm!IVSI!czFB1?7Wzmc(fQf=p++NIJL$ z{-7l0Jp%&+AmbxJE9(aq1%{T!Pm&?PZ>!nswM*P#=8!aAHT@o+_N=hiU&>3{oA}RW z2G-T(9IwH{P9J08A{*~Gjy5ymi(xxqob$KBT*$jS*McKV+AD>rua272I!+7kq0P14 zAZF2}wr-T_<F;BT)e3_Z=XF`3ntBUWTvD~h#TpPejC1b>xJkj*1G?P9K6klbbHpQR zGv-`1f>Jz<eurIQL=N@#I(0hZ53aZFLd&<GGruEKxw&<|N73)1*!YU`?#amSXWtRU z$F+Mm#YlN>0V+sit^c6AG4_fxy2J=uBj;IWbNTBOA441svvbiy1czK8Gr-SSF#rYB zaTsZeOTHZLrkt9bEIN`i*!Dww9A%9PQe5{jf1DZZksJ;`Vae8I+AWa}Hi@$>($LFp z{t}0AUUzegXS%80-pE*%8o6yi&~O&bAw)Ur)FUmEctMB2#t&Be*R8MKZc|_@X5w`p zrh0|O(4$T0d(_1ozn4c#$ja><b-A|hQ?;VQ>$&kHqR2a?%RV_|@tE$}@>WC(hmy)c zr9L0Wg>J3zF<OqxhG;(BawkdQ`8Ik9I=21ePk!!for%Q8ej63SC<f`9Sg-L?%~pLT zXsReP)ZCo7xw(0o`xZ2(;zBNili}~qmY6i%=?PPP?2ZwO*ue%=cHUze);*MUmmf1U zBwjeaa5vdw^ekDvj+b4!_tSP@&ECrsZP4e;cWnGJV|O_{b8AXy%P^59ed+1Ai_V)h z>lZv$KVlJiP9t#tcQ>AMBJ#8<9s@7Q2J*E5NDfZxBT>R$rzl=*O&A;om4!U^&}N1T zb@N{}o$L*bqaUr9zSBncb$ro<?i&)7UPkHoz01J7RT*uG4AI!XmPRi;$t|aFui4K` zs$k)lJnM84NriZ4C;@ECyJ=kmAesy6D<Rn5gFqHeF5seEq$h+1EbZ=B9)plt+i#sZ zZAHnro4GiGIWlEQyP0a1B*TVeUA4(O7b06_BK9JvsKcnyS7=dVD5UZF(LiTzJaZ@E z2LV?pOPaxlD7@8Y#KB<{CPf1diw8nNsZfp94#9|0TUVE-nnwUUj{<@n)7Ey&gMvXo zAbEXVTUJs|?iw1F-xUeAh?-)up2=QM(jr>3DJ0neg>>0#_P#7H;_fZX>44w&uZtqv zHxR={6!YK0=SRYfYO8i6(+ZC`SvlRVgteR2530v|s6}pte6u&2AmwS^2;*tx^G+!b zBbA-53QCD#X!|fKCe?YfP~ifn2J66na|AahoV<4shiO$_S;t^A!;Z)PGPtmILc;Io zTc!>mD-`He@=}M{dw)7?1~(hCKj>hG=d935U9SFBn?tKP`-mp+COJ6ZVu4Bm2OL7g zr@lhD2Py+_7|qku>1Ad;yWoh6Nlxwn;ku-(tmDWH44ALL_2p`vF5)8`9xkc9HkUSR zr#qK3Z}Ek%E!5h)cG<hD+gpC{GkMCvdh1UM8o(oHepat^m-t<l)-k9=$$yCE_*UiW z$gQWy_3G6H??q+uQu4j?(jn`!wq3SjW$pVrOjDpIRGP2ORT&A{z5p8D46qPj!1}Z5 zBp0Y+u&}UTcX8$pawOOVy7qLyDk%|w_kfR&<X!^O$NN!QCw#}Pd-tSYydVJM&LXg} z)cpKoTH+@z0B%vQ26mS|5HUO>67)M1;KEg)siE6S8Ia&%LHpUc@%s12^rN|X!<KJ6 zja$_XcWVf{YQ0<e%^dWF@V+BiG1OIk(vis#F5XYy*zj*2ZYtm=i!<tv=MLdiZt8;& z^M|PMzGAgTQFJ|D@O~I++eq~t8|2SF$Hy}RB{Yhu{BwW4l0-KjYJH)QvY&1YmYQhz z#K?N|gpo01Z@K5rty^#F>b&w&HU9Cmy=w>DWmlbFxBo}D0fKzed0OSgi|ze=CS~@_ zV_T<GMKfKAPvCe$=`#RK*)4~@)*K$}?KQ%yg8ntN=LTHx$+t0}o(Pa)`Rg`%AJ#3j zZdz1e#r>tQZA~KoA%wGf`ntSDoe(*K5IFcU8gi<4;7)UTLve!lXGpT1v1;b?v!dBc z<@^DBVbMpA3b(?Bdhi1uD9!LK1PNM7WlidEJa+$iHToWt=*Hh*$EO&lEUESu{n<KS zNz|gZwt_`bZ@6{@3=*K`$8nFh{tnW0_Ei}3xk|#65lQ=K`bf!ON{QQb*;uo?zto`y ztTFbm#$aNQ<NJc#bLx8_`--zoN4}@}DBS(=)t*OTf4-{uQRW{Iv$IcA9LL||uKh9C znV;q0oi!oM@x=v&=#Q9Dh<;-!U?&{${GOgSVj+%^jh=y#{2NSg8In(*J^|`4(A!H@ zbwJldnO1fV{B!Py+Td(}NoNG;bOM53U?&VAcHe<|=ML7<(eKWTpd+9tW3Z9jAtd|_ z?OztKfl*61h)4n8-~=o3%47`>sEPY)!%A(%Tc4iiZ&&FP&Wv+WTz$-}GlrdjA1m(k zs;I<Fd;}x=TWYXhvoCpq>l3>JQPivyx5xO*#4NC00{gKNLcE|rd;4-jV<He=Lc5yX zL7gZsinMBfXgtNdKfWp_ed)B;ow!ivIf|O{f8h-Bfnb(0WQd6u%l|YdsXm$02FAZo zr}`HRPq;U4W&>5dK2aTm685s>?|~KwW#JP*8gT0*gE*yqufK2YKrSGamDREU;i1s; zt*VaN?ombe%l(^wyWU9?-CDT+)X<c=r_d)p{pPv9Y#}er3SAg|I#;HYfkr;j!cug- zPyl0$$egMhh8gzFxxe@#(Oyem`wU>fTd-{UaQmsWGzUyimLYN=$4QWPjE|G*>+7#I zjGNs9`@;V;NG*#8%k;8wfcJ7wDBaP{ZU($#EWgczo3(9Qd=eh)=vA27413a&X_^+| zOqj5b#I1|YjAN=@GrXYLLzFsR%U3KiT&hQ`*OewfSC}*1Qn#=lx!RHRe91Xe@4@l} zpCfbf4brxWhV-v~*lql7kxi@py_lGjUrqXPk*5cY3!*||x#mC)b5t5Lh9{%QVUAv6 zPWR?cUURZ*`yQtMKXSPKa#;>=_^#>%HVUk1YHIrX`)`BF)(b-Gnj;tkYY)dP-4C~h z3X)|^+evLZP8IO~n!ZaW^tJqPz_Ii>d$pJ#oP|}ofQGW-<inD17wT2US#0Ka1|#;| zkC!<QZFIhrj1cT4J@1*>>Es|LAdnd^M-1E`m6@)Nfr+Nt<&<;Sv`c(`Eu>zBVPBVj z9<0gL2ogFRaXmyeqCBan6Yo!|gv(s6mmS}24Gj%&3xg5e{aWYdbi-wRkz<whoF7<w zKwm@$l9>kjAo$zEps3v@B$Na@;uV;}T9(5<eFmDksbyTM!hJ`(D)G1~u?DfJiFxcY z6#RqoN7`ssT4$m}<cdZ<<pYWbp<xs#c8+E^%vhm}4evUM`m8oZ`P5X^4GRD98L=hA z^XI+rKkdqBQp%n%_q{4M+cam>SjU`j-b(9`Fa8!J&?xQ(n8e$O0dH}KjLhns9~v7J z(>)-4wPQ$T3VSd$<E@v<#A!KxH;rfAV&*`Dc_$1t?;KjHzU!UTF7|kG-GkY9?l9<# z5P2_s>m)@;<8b?Va)e!lqZ%!}cIMEU{l?_=;i<YOCT219UNw9rqva&?VWhN0I<mX% zaWXD0yzk#<Yz^FAzDfSa&FvxicR;=~AMIZ)M@Ey+Sg<3$I-72;n?4Q>1hlOS2D}px zAPV%6r>9ec*J2_g?KCXIP?L^=jWY+~M-wcY8yLc+c!%BZ_4?(Xe8=|x<UAL1nEnU& z49cz3#N55-cv>7EdKyJ?>dm}<&y`BXBc7k$B#(4-Y#XVJC=W}PnJmZsM=DP#j4gFh z$?|f(Hrx#VJ8)Z9^le|p^>@lL(X@oQ`8f~4+ftpRLsk)vuWJUTI0Me50%83`o9r`` zq~hNG5gbzlBqRv4iB1qYz_iZj`2%%k;dc{%avs&B0#TRL1Q|{(@ppyCgT6mpqiKVD zf1>AYX{Pghnwk+G!wk6KiY@7CVgKBHEBUotIbF1rpGrqOZ-rIR(YS4t*BtHZWbWwi z1~i(|;gQw0lnCTu)b^;^iUk(LlEf<~eCbLPVKHw!6%HK@71i5R0apT2(hxX^0)~tC ze@&CvjIiJ&#z4MCL`n*o_vN{3Jd18S*sBVVwWojc%WbFA!2IkF(6ku59^6(VKfYOy z%gse!dv+$pOpoF{2du8uia&kju_ro{qU!j<2whxI{N;oPTWY>5{cvmtij4_d;gRW* zRpaMOrk5o+{8_O>#ufY{%SYL9kKS|22S2A+`Hy)kp9zH^nSkA`9BO_$_qnHi-)tnh ztCgZ8p)_A5{(nUSM+XPgr!X|4)GMp;Z(&f%IC@IO{)cI;ojbnuHZw$>-ITt?oSLs+ zl&<9}ld20+bf(VnE(uNwWu0Qr{)g305$^P!BTvPJYMF3dk>-1|`pUzZg?+PexLP72 z6X~7=M-1sriP467S_b`6eVLV!$&sRc@7~igzx>cXO0s;oVYfMe3%@-de|3Wnq@?65 ztno&0kdlF?-($ubCbw5`&I8{oEt*!#G&m?#>KUE%9zOwQQm=9EimBvGh{x>iPlDjW zZD^=%-<5VPkM#4_RS|o6%kCB%Don!lRWr;=SJ5o)-P7?n`t&zJ|AnPA-k|rHubdxN z#^G*LY`j$aSVPr*^GikliU*qrvua_V`dm>a&?azTij#W(h0ADmJ?o|9%sca$!MDHb z?%jFLg&GrMTosl!3T$HxT9x_B*=4i(XD15Dz3(t6Gx8_BmAt;=w#nxtCidz{<VBB& z4uW%3$M<;0SLgh~qf{yFF79X0D7-!xXA`@NbW**lsyJTw`8zUIy;h76T|+>l{_ioN zEvE;1#b?uv(F)YYyThaSkX#EvpQp;pY2klFT6AZB`M$+h-H@XZ9y{|s4BDWt5`i)) zY%v^ll#5Q4n>r^8D(r`wlJ!PIFhPk+0#|9My0SV-6d(M9oAcJOBAjIUbb({)njTh} z$y4&EMDS!ehDqeLKz??-vkTYN9k)Zxt3;hSLqp8RifR6iZoJWofe%>1*UHQsH`{V} zM+=1#nj;vT`{@-l-<xBCGvQ$l6qC?eU8ay{M7!uxS>Ffwjr??<Ra(wX`qR}V{K<A8 zEe+N5EIvn{8b8zvD$;+^Yc42c?{Q}TrRy|pjBPxR-I1Op;!p~RlATlM=meJeUm=-% z<Ml#uKId_<ag1$s_7bbbFgM+O054-~jd*0mb7utF>{-=#&7SqLt$S7*V=gTrP=m&; z=@Ps#PExCX+UeqA?yyXLf3euFlviiXIJn%|Y`vn)8FwDZQD!IX5bJ+5wQQXHErpan zbj@)&+Hv;XKco<QKdSR?ra0?sI{{Kk98ZS0&vVrQJv%DH>Dx}*3#xsOurB!$2XizS z$+fEKUsv!}*o18zyXIBf(+m=^&S@<xuKXRi5)%|USyRovVWjA~`3oWJC42VQl0Aa# zHu?ulv4_K`aD7F8dtJb^dG65n2jA-NJF2*rv*Yhj(Q2<Gg!Wilv!P3Gl`g7YNZj$f zk5=|qp^a{#^Q!m(T?p=2@s)Jf>7OW8Kfg`bJ0*YGTYlXLop-S0&Q6R7wGchl=qqJ@ zCnyJobPz8m51xLBb2?Ahzm4*gwGCnL9>(eknxPh)*KmWf7!q~|#&UQQ928goJie<t z__zw6G~jZAZ{Wg=G*0A%7zjw2n>QEq>N}wyejq*JWEd-7oJ*dU(LCa5E-#JZ1avhK z0o-0xR`Mgzn3)ACx3M2e0NMOmJ<q*lC&Y7l(PLs`lFxgd7dTKu-F5yfiTuccxW}_& zIrwS~7s03uIGwDly6J{j5r~}~d-sKU(b8NZTMFI{y3Ld2>Jl(u1_k{iShkf>u_JT7 zzwfd{NPSHW+PsN5P!7Ky2bO$3B1n3}LpK@Oo!o27?!2t(5NddXIxBa5qt|ssbTLBs z(@?zm*>X?gIU=X`1W7}R_gUKZ!G#|_->7iP$WJA^gBHp*VMldTrak=l;R8-{D9PTR zq6W_scGT3z%S#+57q?Xct_YOZ?cqZlFjs-4t_c+V%a_ldJu?9^9-MyjaMTU_e83`j zuT)(FUFCOY{zJdFvrD2gdP^-PU!9wOjrS&}*PM5j-AKcH^|J&M4{1q!@5OIC(kxjE zuJC8cb9+n4122#6ab4*64O<o&Ocy_BWk(>7Vvc`1b?>jYtx^cd9?xB8KiZP!M#SFK zz2#33othd3NBY3Bk^_#<lg&LqdTf?MO!XJ1mf;ja?blgrMM3>O2J3GDQV_Xb_Ebu0 zcigtYe&x@D?=Bm1Ku%V>?HC5>`@uqvZsePZl$+9YT_$8epY6-#tR34|yC~|voV8eP zkFt~|u6jd7I?w%>Jjo8s`y-f`vnOYlI6Ac-P#UV@@vZ+Nmj3axcS`)yXHWvC$Z=%( zin+q5q?;{3g0E7c#A4vE2EE{EG%c+xSOvc+x8MLL3TPIOlp9Y&W7zZP1kR4Q!8o)E zwnuPfpgf^YYeQjRE4})*vr_@pfMMpA12CAUSw;_>0o9WykwDuN<|dqo8V;@-9{!QP zKhe#8>-dy}w-ztyCUf?RoIdi)#!2Q8C1Al0-zN0XQNe(W2NLcDtCn(s^b=xh^I_vN zKLHSivN4D47ia@B9|aE{8l)ksRh#(vcgS--{<(od^3!e}jnn!TRuQp>YsQ*V-AtqJ zKGMhFs+iK#hcye@?9#XWghQef$EPqTJIpoV{)H1DpJijvfJFT@I(kxH1d}JZ&-sCd z?|f%>ck|Sga1S>&Ha36;EKwU97OBjgdSomu)S|LLEvsF{$Ap~ZH%W#4>&iM%oHXb- z>zieWYFB#4i0;M8%m#a^9kl*m*^gjN@GZ>Dbl}uNmNfoC3R$1)7QOYn)C(RP>Z5kT z7nc{w0}Yp0VOT9hU9c}cIJVqe`J%1{<>Dc?12p_(ZpJuA-Rk+Z88440GIGje{{M#N z$ET-Sm0SM-=XQ1vRXxGXVg!C)6!Zae9=FXzE1XDRo6=!aEE>K8rVDUn=7I4U@Hx}V zVicfy0UmAf)HQ<-Hra+tj*hZ^ffQ&~y~l0rLeQ7A;^Iq~o7sUU-RBp=zJt%cQ1pO| zhfIT?bM^{t>dj?t>+SOybPFkK`d4iPf>L#Fbqlm2ljZ+WRjC#%14rhR1g4!-doyBe z-BP#is)BtRd6EAjOD-dv2c|xlRwYsH(p4vvsX3I4kDx-!dU6@;wG#0rUsUr@!lS;| z0U_-5wlXDI6axAxqxRO;j0DHim~TD#dW7e5yxvDeMhD?cF4~<?V;qjh47@u|ZX9@X z6>)nIhRM~ETc^?j{LPJ!@H=&DIDO1#Z~xhPO5tyI7brRshe3CY(|LbZY?%T4cuINO z*D)}h_x(31wblj<OtII|e&|1uhw&?X0Fxi(<yEa5<ZiA2il5sw-QC?a{2feaY+_=+ zF~;>+qp%b9?z2~~K02pE;NheuoN#5Jqr(KR8aO9o&C;W(g@u9<!;OV0sp+OPoo$^z zfB!KdSV;-?Rv=YY(~kqA!tQ8c&r3JM2ae(0vonK!o?{m(o++NOH<cb@=pOt9xg{J_ z7vh*0+40i2@~&i=@zO!TZqqhOTILh<wke97;wSs$0yAW{eVhALR{vnm`qIiiR@P98 zN>s>oaD+XwBx`z2BBx)o#)B!iCb{hwoU?hX_T|+RV$_KabnKh8mXxRyu_-B4U{CY8 zJm*RGK3$ba&3^(FzLN?4?VXUZE{t1$>L>6p>SGiOjCA(w?XIXVe>K(rC5%-_(pvtl zA19w6+sW;hgmTUIxv`pig>@bemKP#R%<w_ljrsQaPJny@%%nl(&yq!>?aW7REd!6~ zy8advw5vCq?qWRf0X&alB!Eo;UeeyxH3zh{_xu5LC$jSLG;C~9;Lyv26R5bjS5Q)o zPOV#1a~LV=BmtcIe%oej2xtC=jLu-XYAsa&4>TOaoa^G5rsd^LjG~by8n2iNA?ARW znN-Ldtu|gFrYt@}e~EQf0#U%XM|I$QfFfy~C)VtQ*7#Yi+<a{>&apD{J{&13$A0dg zy-O6Z<uQ*tR^|I6j&b|V0pU6+=ab<wKD)O~tPKkaThe@!6{H&3&uF|_6iaMksRaGu z%;YEae6TA1?C1yqx?Y?zQ#OX4^L3v;*e%(?B%Z|iS{xYkf*vyylO5;~z&nXUSIB*l zbq#f17`DogS9DAaiO?HPa8(<?`KWU1@pw3rlsRY-GS9vxU*36_qb?N-yC6xyFUo&_ z=}ahiglphfc4Ysy&II~S;EzhN9SjSJFKhXG9zD}1#={Iud?o&x*k(JnzZyLIF761D zKXrYo$$*+|evV*c&+}Q_4PeCmEGZcU%eBhJM%<mgd^(|DEqtV*%EAH$kU*$UsNcqZ zORjEX{#+Uat|&1vk(zv7Yz;RcFwha)|Hw@ayO|%JHK}rbAoG|;(`ss)1q){4wo3wZ zFIE}f5nI9boY*uX<Gi^ZJpKEv8v2N{dqQ6Z?r#NDvH$3+ntUKs;o78pkX&THF-=)f zQ{z6FD{{HeM{2}(dnmw>M%v+gc)GQk>WlRCcXqZg99;SR!g9$a{x?I19o*y1=VltF z^@_-(I12~nwfjAi!YyCX%bv6uCfT}wc5r$Ms&ib9Vg?FP_oPR(IQD$HevP0Xq@0IO zqB>*W8s=T~ta*DlLxeN>Xvz1-qRx%s`zSrk%kuCyZSt|{B~R$sli)SY;kcX69*O~L zlr(eROp0+{9q`fFXZCzZoA;af6^jbzcGvYEVoQsJQ<rZCx{}#U2>U5-fFy<Tsa*NZ zFGSjj?#o=ju~?PA>T>fwHhm?cbAdaiL}R?{yw8O~|C|?DxURy_nGw5k_3Ab;-_^@$ z@2o?S@!Ye~oD~lz>BR*n$FU;<me4m*cM2r<L{90V<5}pA{;Fj)5@Cp4LER+&@sHm_ zT^N;W81;O&s@|<=m$B|qB9uN_QsI)|3Z5VJpE(@g>)lZOnaim5tHRaxi}wj#h0!;a zjpcMZk6l?5G%qWa8Lx`!n4g|Et~qSF>HRKW<V@zUEe4-#;31AH!4{%VP3K6PmV@pG zziD>Wcf`kEco^ME%#~V9p2iO%2HY?*trj}!^mli&6J*=LO2;X7We6hT6Oly9Lr`VN zmsV68>UDm)^m-cb6tCC!#6#x0!6v76Qc?lGqEwmUk-7t`<AxS4xDUV4-PlxBWW0LM zKXWMRwRKMKL=GQ_gGL?inelWuB71&`WJYPwWHsKo3rzE&^WRtcIXCq{Bb;p~?BkY> z`tE**giT;G?QpVQ=ro+%&SLmxg<g@<F-ThZgQ{OtgTVBP24{BVvl27^d0Yd(e*GF) zh^9l-R;mC(18igXuDsSY9xyavyu?PkH=Iavy+d?{)T~1nat{3BS1PcTr^|$GpVo=# zSdcYd-tR7sG^qWvf=O0Er{khi?5;&gIe~@$%X*tiVRiMh^|azxb{Fh5gIasPST0K$ z%`z;``zc!Aeq?y@-tRSeG-0giJQn>Y7E3d}t+TV~=g$mr^<Ramc`woi>nY=9Oy%AJ z!hh5#>QZ=H;2B#1u>}cE?W}~Oh6<*<DbwGoVT0#Ik_w@S*6$<Eox<$N&LwMZIg0{L zxl>}R+Zd!74i3M7_SO0BB*uNeP0;Qwlx3MoGRf}M{?E1%54=3^xZYMRGX8P>`vExV z^|fK?FQPsVu2;%L`vVIImS1AIJncSkcEiC&IJctzIL^U32<+Y82rDGnRjxkfv*^uJ zTOfW$n{BExSU{|e_gECdWH-dOr+I89_+tKc_C`u`*1mjg=?Njf>e>$h=INh3qe`o{ zFi8zzmF~7=Kii=Yh))@L`GQ9}s??qa;c*o0IEOK;m@+fwI-R+*`>R?4J4L|dN1n5# z>fxbWAZsjpg_f=rWho|~1|T;0!4QNjh)0TZJrM*{veC|OTuM~0)Tfr+8*pzrt9o|> z^7Ls1PW%z*4hQK{G_OZIy*a$p4-F1yM~M{-f8<1pbd+y>Df5}#M{dn>I6pq!ge--@ zhn88d^Zh+3dumPv1tgI_J1}B&P3$<lB~{p0&^a5bufE32#nHJHt|hH!d3ay`4Qoc8 zs|s+$h<aCkbPfE4X@8%%n@Yv@;4j~=^LXyuoG=hPs#uZk{mZ)b7N@s&D*|z%gcNp` zQ<x>hAO$xG!JO{I`#l?156Kytj*!b^6V+#xNu8U*$+8A9xyBknDzZ7mpkND6Tx29R zGvECnm(y5nP3kG)mY$T%O;F`YlE&KLbX2~jSI0M5AfS=$#gy%J{oM^^PQ=M(&6fE{ z@dFkX7U)m603w2U*~CjP-UJ$|DEveSdpkQSIGPAQ2jn5K{ZB$<G*+cb-p5h9y?I@c zcgNRz<>>NIOm051Fx#i#0*y(aI&_NhP1)Ik!_IKI@~dcC1N}-Cy-evl$1MaFQqr>m z23HklH=>;Q@$Bt&(ghN#Zqx8WMGq-zP~81HxG+_f;k5EjdG=varz)I3hojbsVDc_D z>!ILxS(ix{_WFw3@&7$y@qS=Hm9CK`(oi3u`Llp`%~x2q0y&c9m&i<B(jny(@RD1> zW|gOzM=v`ni()>czLNgTBh5j<D?g_G`uv_GNt8|V<djhdc_<0e(Ic+7*a{!})h_!K ztN!>AhV;2HC6S=bhhh)ug6TP+foH=R43ts=mTwOD85jUqM!|?s%ESRbmImcogA?L; z`VGQxWP=VY^(TAFj3h3;6Iy*AF|<t4QUq-ahRYX2qWPrx{tV<i3h`iFIxsDo2htee z6sq`h9ClN2@TjbA`?I&RZ`ACz^ygMsGhVrVZ)WFgZv+$DukGp5R2{A7#rtZ3FY+35 zISO>(SADX$fTEvc<+(Xbo6R{(?PkUM`ulNj+*pJ|eQ-9Qzrs>uO&CN$|G+>n)4E{N zFcY&T5F~Xu)f6Xmt#PG}W7!MHZ3>#CsAriNpGSRNDSP+9;`Ty&^_l0f*=ga5{QikK z)Yx`j*@ET_d!t%?Qi-rQ#@y=HG{Tg%5h_TRrOn*y_o{ZrZT~r3zujE?)ln2#ZpBwU zT=)p}WTe5v2tKEkTkzv006x#IuXlpd2F106o(c7nI}VR_c4jB49ghUz7z_94XeGgi z*x0*2bP{u`LZ~#u6Q=Da$ve5O5xgjsD?E<Q<oO%m_k82>hRVL#|03%xqpIq{woyP* zQV<DA=|&nPBn0UO>F(|lkd|(c25FG)ZjkPfMqmTdEq&(pdEf7xZ=5mo4};BGd#yR| zdB+v_NGyyg=Ls=)D;;s`COdr>uG68-Sbc?Fg4;^BRJw~7*u*8S>!YT2zxP!x=o9kG zYL5*(l;2#B52HS8M(6t8JID|a7#}Q1_9vNx?x=pNXCgqYDN#@e$5mP>kQQET@O%i& zE!Am}QTu{>-1Ys%_3`R+CwVYW$5;Uk=-<D8f0U9k1Z*ED*BDH;01ZPdjmxIdc@Nvi zr{Q_F!1c0Ix{z-slxXbL`X5WFx21kOONdlrV2Z&lEAH9x@hlnn`3EbCKiId#+X>!5 zauNgN<T$wep~eGW;&>H#<C)BAc&*r%Y8s5X12Kq+58q*1;)Q9_XBcXTAQ-V3xb0z& zJw1d>`wmogxW65rMpRdy+MgqDlha|dL?jP~vlKx{j*ab#As789C)W>z725CUGe?$- z!6F3&%~K#m0wrYwLJ*iyg<jr(-nl}t5*1`DBkg$q+$yD5t&9-xd%f33X&D2$-WwZJ z0`_22sblUSB@UazGx7M5Iqs#+eI-X#u~~*p2^V9!0={U&&j-oa@8lg?)*cv`XyWDA zY_2)3XpWGw)$%o4mwvCX)wt&~E%#K*4BjP!j`VF3ld+f`xzPZ|)(@?C1WGS2BFzT2 zhQ+`JiOoZuk}BL_cg$CjjlS1OadG~Ig=T(n1btw@1b9?{2L*UuzX4*v*f@_fWpHqi z9N;y<3}7p>qM@dyXKd`K{7|#3zIT=Ony((f(NF0#mVa_6jpo9y<sA-m$L1GBm5C=h zBewcWA8Au%Q+9A;V*keNUM6wUaIi#}zLwiDo&xerQCn4-(Wja<^Z({U<=skWBuPk8 z%R&GQ&BK2R5B?SWU}SSWqU59xt1U8jWYMFhpihk`GRKC!i@{2#cw>Kr<>%ez$<^eV z@ZWcFV;Fe=(HJ^t-UEDGfX|}f<V*xu1#B>A2D$|QanV>^{-{8UW<VW+vWmfM4vm0K zY_Jk_WT`KGBw-g|kFv0erctBH{A~0@I*z5UK5s`zDNS~$`MxRn!0J8jtd^-eI2AAb z3mkNI9KHdooSw;pRcIo=a;h5!c=?HTPVBcZjjQF;$!yL|p*fSs37LjObezitEdbxY zs!OIB+t}Cz_x~JKR5fg6$6vqn{~ahdfwo+Ec{zvmLd^dRlwm+^CShty4Z1^bxNVoS z0fqX9UI$5=ZiVpzg4%EBl=cYSiOtFWtyn9%Ei9Gqm}5VH4@WQhh^?i1-<S_bq{|78 z{<YcE@NwilZt%$>OthpW{;mKEG7xWjR#36Hx1Yd)xDxxSEvUALcB;Xq=bL-tmQYgM z{eTkaPz<P**+;R`a4*uUCSd4cz05IZI|p3iwQCQ_IKZ!h1N|x5j4xp+>XK@(?aGM- zSTir=?EHOAMJiaNAJey0oYo+Wdu@SD5<6`Bos3u7zj};HNsWx#V)^G!ctP<Z6+){* zMu>??e|apC|M&o6Z%maJw}s*)=rKfWbR$eP*iw1#tNjD+EY_8+C}N<$ev>#gH140x zv9#~bBq8POU2tFP)pP&U(IIO2c`v;teX0aVqO5DEUFZmdw%8!&_St3*>0U!MsTQ-f zA|HQ_zY-LOZxH}m+$dq%@{vOG>jGEkM5)}*62lH~Xd172Fw?yZk!hCdH>b4h;;WDB zA}lPVLYR@Mh9HPA$uyuOpsIFs^|@bqUpHs(gJk_g*epwzah_zPnqGP$J7Bl)vLV!> zrNH6s;hS9UsDf}`y#6|Tb!w|=<n4fey+s4Omw^K{<8fY_h<i)*vGu%RwPjjwR~v=F zC=^UYQ8byNM$>YRCt!EJB0JBPG7z_uy=0hVQ}$<MVy6;>SrCaEVNZj(8VQcr&v#mN z1mh3B8#hDMHB~fBf+$TT91rF=L5ACt{a8Kl?dgfXlVv+N^+1agnJ0fJM(uXFsWF-; zl$jL^4Ux^z)!yU}hn(AC|6XRa{dUdx&xN+vyy~sKLDljgE&I8Y{}KsCYvusWC$cjJ z<6S#L+qoJH$jtid@rS?bhC|5#5zA<TOXmau^JozL-@@Q*gJ+N|?JHK5{=7;kF`;LL zqIr$CYS$5Dv_F?U8RG;&oA-STauN-3_zqy}QQq<YP~viGpke1u3yLn`Rc<60J=x(d zbNc+nz&K~CgOPHLm_#MMowE1-D*-ok0~Md~Z^@bY@S@gu#+0qH3>`;|<7)as{Pew? zVPV}P@co|Bf6c5uVyd>MM_FY_D5{qP(($H%0-=$^m64`<(f+77NBiyuuX;TF1%nT& z31I0-#T3?HNW$exLOea`%9FGTx!vc2e;6+~JrNjn_b5uzBhHX?mb90;bL=V_8^6l> zG?L3eVsg1R`&;yVr3Q2&=XsHRMw6wmpJf9|;t)_00|W;(U<`paS+`l1L%|M3`q63z z!*oF`2~Gf`+Wjl*Z_vw%mv#3@A|*Jg$4epD=y3~0-3YN7C#^Oy;A0|T7Sv{Rv#j`# zPjJS7V%fuOsfEAgQDclU3oK;eMi!7kR9PsuuDNFrma5~_l4C=u5yduIlx44ans~~` z9}*j5<(=OAK*#HE6`u;j{h#bGCInpgTYhQrOo5pe2R=+<iKyqBgS$HCaUIyY6PvE7 zRcYw>X`%RV0k<Q3Kuw^3{>evH&6bY3+Ft>_8DL+1|45cRT~O2+8Wx>hsy7PGk=7N` z6x4Dk&6jPSEgjpl{XnmhN89-GgY>7M1Du$2UN*EXz`9Sio}l#jUfC*V6#sk^go$$V zH_R5AbxAvff&*uQ!xmckOicyaK0JS)J*Zt7E%n(*h0q`eeRp+*)>;2RJxr7EjJkn4 z;klKl#i-RXkdCLgzuU>_zSb~)q`o5E5~Q(&xIuKvweYC<(B(U#$x~5VV769%8oz#k zN{6?x-aRGci=Zm27iss-dl<}o-QRgSksre4az*@x5`unyQ~-~bmP0bXJI6q@Ro5ek za5zbk-IBc>hZ@=%G&T$2q6<y<5Z-jsO)FQ6@o$_X=qnf;j+cm`Q$z+@ecdnjP2naM zMHhx41554jxkWUJnn1S#!~wNSoxX{f95C10A1~XP#EoVHAc5~(kqQMC-rf$c`M+AO z`AV$MF=-RMg-aHGHmPzYIyOcv;EAeEEela8982F@NdsyDG~V;f#sR{66G4tr;5*91 zYO*(2alsKSuY;LDvq%a)Ju6Ka&ZcIB(FO&o#qO^dXHh;V?t$DFW8-AD2l`Au6gb+G zwb>H4u6g~}N3f*QwQIH2H54wRzT2WJf4E?G=m}0kdePzPgmvnoIHOD}XviCYU0^<p z_9cV8*5?J6ykFULj;`;yHBFAn>}Aogoq+FVG>$K;(Hh!g%Ofe2kJh>F*E)59tL@AT z0zL8vC;*_&%1Ez;D|1{R<SlOs=*4{ukD~S-R*R67%zLbhn(3JHqXg3-Sa3}8goGH8 zV*67{O6mD4h=<D8VY^zvREi9uy&v9rUl<ZdVQ-k>=%8XxFWCpK^W#rTm@cO$IYrIx z-!~*WkF-|fKXB_T0v#m)sBWJkS^>;VM>%a?jSOrC?NpUok%*<ctdpsC+@>xJAljFB z^CYi&MJN3H7-6voVtv9}5QhwsU^_#Le+_wm;%yWjHXDs@@L?`cq#v2?inll{fR0a* z?NQb>=QyE6CD0+0uy*`0wSgiM8Z%=_l*ZBJHG*%+s3$(UOZ%Bdwzo-{hEhTT(7Gfa zjp*?7e1hV0a(V?GIOaihL&K#8Ugp0tcx2y{E#8PDHX&zyy<sj_*a#Evx;uq-`#07P zz)UpU%a!&hK9$~8;d9kpm3&ftxN&`IFn*0|J%|&ilzn;H1t9w+4{O{rt1m?V)x*0A zwX>zr!Ju9A#!ziE?@Aj|Vav)7u~zSvA~D7-Y3Lr2%Pok@eWhT(jP|7lkAv9Or}YvQ zT<~n7*oA*>*F)_>LpY7zhV>iTXSeltw-pEDSK&*b{>G9D`ky*^phJ3MZNI3>m1)&( zrJfbi<OGrGl^5y>oy*a7zcGmeIz6KPv@T@dLSZ}eJ0<Mom4f|1uhrlCatL7xg1c~z z+G`th-jb~;y>0m7tO%kMdCccMaO<=W?YH*k_n+Pe@9e#p2;kOg4NcBXo+5uP0)USw zErfmxv&g+hTgc#q&U>oK07I>*dh0ItOL~Cy`xv<l^Tit|QNG|tdcke}g_4>_<>T)b z-RFz}Un*#Mk?}k0=s5_jeOkAjOpIO}ftJ?_Tys^)F@0vq-Ak~j^s0PMcf%x7p4L7` zQ0M-;rt-UYn^R>BiG{1+0UD!Zva|(y1IZRZaT%Jm>!1LPP`P@W0YFHk-md6iEy$xK zYEnoA5#c%Grs>O4PN$ao3co!6c;BAw04WKItsae?5iO=Q!!8QcqGQD@4pG8sS6QQ< zi{wO2u416UB>Xl`DhN7vY2!%kqzW$v)vJ$k;rHV?^u!wW{{4ACafl1AXd8oaZNbRj zO6W=Es#w{uUY{2rB$V{aICGuBZk32>nnU|q#m>bHcwB2<k7Iw;HYcqviP~HfKtM3~ zGgh1j$)hLEB%_tv+>-=ZSP`ESVqL?N=q0a{Jt;4?P9!0iN%bGCP=3DRHS@fLIPWm` z%BRXKCNX`hwpn+pQuqP=indvqHaLrIwvSJ{QXlzqtQot#i&ZV5q_z^D(p`cDoOo+P zFd61={;fEdp+oby2()@YhFLgQcH&`0By9CWN$V&exH+&nQ_mEq7QXTOgY8Jx_|22R zI9NsLq?d2FUorRE-&6zmRo{Cw7-obpfM=k|^2A!kiK+<lHGRKkml*ZY9Y!8WUeMwR z1$3HChQ{d9rFjR^v{v)#?5t8DT&f_nSMoMn&f1gSzC04m>Q0Ci2AxdMK#YGyEPIs5 z03B@sz!%KIY`IOj7}1L;(OmJ5gr}3A=Dr?(qC0U=be9acuYGMLXNtk>|Ft1U$t9lx z`#D*yBds*4&Jat8??z#OP!)v_(z}JOxsHZ2u@#zK!U^1Wbs19z&;4b=4C(vv!VB+# zC@@{QI^CS>r9SV3g_a9<y(m!TkEObL`eGeB4L2ZZm#awbodm&Q4a(3}I<xCY4vHk1 zEPe9Lvt%!NVZfYyJuc%e7Li5Aa4_Qva1UV;aHJdi-g?mFPjnu`!F-8aaOr{I!SZtR zbTL|4RZn$K0Sp_UiGK#)!hCVS4(fRPe+g(xe45P?D>Y4gwJAEC)!Y}b<~IB1)LyqN z*4b=cH`wEWqZ@7*W}Pu0bml-?`=IW*gtKx>6~x$d&2HjRcH)knI9369R;Pr$Zd8SE z&0NM(pI%y?iAqo)QxD^*`=F=BLcNYSz#nO{UP?<P4xfYu`DU`QX=Aa48_c&Tb|7&c z>tA@QLc`wNZAr3SA5s8T3?PbNM*_N<fect63cP&u#O?O+AZzgpkc(WE6SZ_@Mxpyv zA3p+L8)R9welPd+2C>;E&snTn)LxC3y>j(^rp;eQknkH!o_?_IsLf!)tFPSdepSMw zZlG{Nb~|?vp4OH&wej44G>(IiD2=nHN`oEbQN%s@(hx&$P=6dROWJ<smkfUuTWkIT zz=e!T)xaasQJustp*-Euq&uyy6YhkGgFjql6<U2jHP%+=BFXv4L61&c>IQ|P{Mc&< zHX!er*uT)0Y5954Hoe!H$G+JRxdSrfx2RHB&))-3vaLM7aGl0l+I)2CrGTwyaCVsz z0xwMn7|}PKO-iI6EeA~lvdqvxR!qB5$R{Bw*zYC<34eDFdE>v?zMHOLvUEXML&Wk$ zb{+G_IHm<}0qtJr-lL{3t#xLL3hc50e<Ret$G5&e_}ao$3)L0p+n59P(F!E=G5^(G z49HyaK%?={FmC($C$IP7qGf!Q9VxHbnEeA_(2S=93{Ac$<T3#LDA&WuTXzOxpC)Kv zakP?r_S!PVPpgbwTD)`YnEZgMQrZ52Hs=$sIT5s%3HIJL$TJxE+hbhJ=1<oypZ?n4 zg?w(`aRLv1xO4Ftiaojl5Fnt%fuev+We+UpdN)(dK){S?_kL$FsWq}Mq0^FN_CVXx z?BZa%Mgq!eB0^3vrBd8>|1$|n_WWM9+(GIRn6=`g+;v6N@{GV0A<?C`QWBIe*(Kwk z&^AO}boZK@v>!Zm{vQVL96*BCLHrQ87WF7zq(>X@2klL(B@bcZ-&rzbgnU<ru6!>y z?PfQCJpmlSgjyy@(Aydek~eo9PyZ;!qp2pDw=4BbV=p#%>TFQQ#-u{@n7^)l%I|H? z^DA><hb@|clyowP3y(Yrm+lBNG?NUKN?j%5EBeCs{6XK$3V*5uNlCr-g2>1=z9I7f z6zZ^9M_LH_z3zPO^u*<433N%9xkQ9B16CL2jukrW@()p~j#huJvwY(Kp@>X!fz$j; zOEjhiEUbBN$r>h*{Lb%%K)-+2W~B!q<v>cIWy5XO)C&|U8LDD)u-gtx>NgD+KO_<9 zbyvp^f0d8k+4t>$v^-mz%=g4YoFx!bJ}&s)9!$m$9~pvF?tQzySU6r*yvE&<TOCbI zaknna?}r*2ThzwyU^`C&5RDF&IKi4M&G)Dv;mq$X&@zRY(KJ7Q{)5<x`TM*zyt%WK z1XV&D{g^8Lv^5%(vURyLS97u;f<Z~LUa`>em*I-VvT4@P{zRXo_!L=AlP13hH;|2P zeCBvwuLp}%{tPmj{;-L8VK!z6*!^eKCX_5%h=k}+=n#>uoUJpbRhSU%k!Y=1BDU3V z1XEN>l{wqXbZ@e4I3mp-&K&-5&X&Y&mKVRTGdpS;=M6~!xd99W<yLtHw}|8SYV&ZE zU1c_AB9)~==#fn_0nvLN_E{r`H9lv(P5$kHo;_gV>*!~D%pU8sjFkFZ`y@<f@Hqh_ zsuH(dKa{$)%k|%~gW+L%mmHC<9hBRIR3;GEZtT<Q!uKs=sGowiq+CLWI#5=>XY;jt z%k~m{BYceQN3)I7pbM?p=-7SnYGzkr#CTy4hI2;Zo%zy5L{Fgv{YOpdiQA4-k7EH4 z`9-JpShbtQ0H#zM|MCruW*zlW)04wP!`fhIxH6w}8d-CSRA|lr8CNG*!|~f(%yIh? z*2{+M7jEo6FM9e0R>5<p$)*$I6&eC1Gvt=vZdKq#aAmEHWHNXyIGJE(Vq~Hf349r_ z6bP<}|AZ}y6&6tL>9U;Vi4A4HC!|Q;j%DQ8{Swhs;ef&o)|zLvYwd<!I{W!?7y2{| z<aju#G>37Eb&3lq4wFj8ow!zQF4v)9E7hQ!)J{4exsFX(z7&(?Y#5u_w=4fZq2eA# zIXP5;TXwJcB8y}kbkA-!dr7rNTZgWZ+II#5gr;&dk)TVGVNLD3uO3!d=uj7|H=x0M zMc%sJPD8k>k9p-?qrdj6Mq9`$3E&#PJ39BiWt>T0uC<GvYcRa`0}x83t=xu=l#zwq z2<q^p@vf_i^&tbEDhz)w5Eb=}K4*L;SaIigvid8;)n{V}&V+-gwb9^4bnCB6@4raH zfV1h;d{n|=vWXVD8DD##UI|3L<xIRdd^^|7)!$p1XS48eF*p+B1;tLKvjvJ2l(IMX z3oKdcCb_Lc-JoqK;bwjs;h{F2G@j$?Hpxe^C0#l-#gzRTq?8VS`srQ~>-GL&FAbFq z-Hu<$I+^Xzn`Ez~fyUw}FJkCcaFi&Uho+VQ-I<Dd^>Cfl^p4&WH3bRdTcI!MyZ$;- zA1LS6DUFLKq+y^~=N-q<5eP!oAn^)=rn3v4!)V`-;EvM~@UA<5F)2`J?|p@Ttv+2w zy{Q##26zGY9uWCgL|UDI=F2G1lmH--Q$I^zK+j~(Yz9}$cmLgkQn7uJI%bIH<p}_3 z118-MggelI<HS4AYDr3{vjS~=yM=XAHx-_%OOYYxE<unOypb+T5!13ufwjL1F6hyp z$E>_`0*Z<VkUSSd{gd}36<`RDeO0x)@aE0t8{QcAFV8}e{#sv~T>$BdfdJCNFelu9 z*OuOd1X~@iHeMY?T62JeAp73~`1SN4G3OUxOw99hwxUD$a4*!U#TBBKR>?ZUY*Om= zX_5oz16tIYPr|k7MmIEY13}2`f6~VUZw=w&D7XKyIfLFX6Yk&2)NAq_%NbOBkutJP z;qB1cGY@1FkE2Yz;n<u$kq;%p8XT6@?H`y70a6El0WtdG(_%m}S9|Xqs@B^<>VNkr zs|3Vl7U7TI8WmN2Cg9A?J-IVy18gmj))|6X$JX|66Ay$_E-=`^c9#{D&^SQ!f^4{Y zYC|aII}`il<YWYiKq^qai~+PjaF=_Fbqv6dpl@(*&N>U|=CK3y?)~{@Hon6VNHRyG za=zt+IqUshOOuP~&o>~?9HIre?c@B3FTc){#dj958t_oTX@ccVp1O-Vsp3*Tl)Wx| zQT8htoIME`>R3YpWzm?4h-leUUtodsx$(i0Sq6C`XulD(xW$7u>*q&=)FGd_BijE> zu^x3mGa85(B=774zVqhc;V2+4TCBCVxwHTzS^KuWXG(N<B#T8%7FR{r;|)YZ7K)GY z0|Ce6n|OYX@}-<}$!h4r)+cCtEKHf9F~-%8<;tfE+C94NJOauqGT!62hMo;%32>5y zJz(gZuG!GPQ|7RhE+oI0l&0L_cJ$_Y$|UX;^BaqeH_-lb5`cH)IX^y1g<vjxLRjD0 zGKN_`#y23w#SH?l8z?bCfC@bYIk|A?N!ZBLXhMPk*|36m$-d`YU`#t?K&y~}FifEx zz7dhNypM-Vuss$!@ZHx<2AFp!i3!wNXpc^;!}82D?CJ@&c!5)SrE2H^<)3$pDWu>9 z!1boy(MvJp=A|maV}s=0OI+nL8AE%vE5D`%6HMeeOm7b4aU*}3BEk$;j{t!HIRH8W zBg=LdFW@ubet$Y}dVReE=7vylPAJP43_T6a+^!?O0!72>8oRpBd3kv-06@lyAJ%Zt zyzP!4P@aqEOo+?dM9sYRv9Kgfw5ng(P(<&8modRv?DkguYa|lR@a@W=Hs9`*p&o%5 zz({`2LUQUG*fWn&v$cgim!&m6X(e%^e}@Fkw@AuPX`fkQWH(D+8Vb01H2O;6TvwV~ zKR#M;6lpfBYwE~9dbMICM;(bT-mv%}vEUGy_0o}tHlx@tbCC8ZSK#g!qk;k5FLCiJ z=-LG=i+I4&R|K?AuOl}=Q3l$S8jbek094kofAfD2<X-RYq&3QqURsB~y>voh6fJFO z;D4a<p?h*1Ya_mU$WrDb%1M{z&aYuHBW-bXb?9;KX>Kbhpe{SmRMb*_U6-fEDk4mq zg;wpy(9fXFru#eY6gxRGIh4EKXzOSdex5PZmZrwslMrM6_+tj7PfMQ@%!q+zTugd; z#PBmy^<QFa=Rh^J21v2jTmKT#*I$2jT>;ePfO;mQUEAfH&iM8`n{t^ZXSr_MZD*R| zC&U21pFck~JMZ}e2*!jJ$&&%i-8jwp=(@Ob>5lS`(*(-B-y|GP%@m~^TkVanwM%ht zzF|5&1-1^|32>xF^lC>LoDTNgJMEDgk93rOCidRbs}XwezunkaKb;t0Ilivo_zHyj zq*gmXJ8r;^XlLQlh^WIM{mJ%z;MZ0S{&ouvo>>{Y%km$Efi{dT+pd{J7kDO;sQzy~ zX~9pYy-s$M*<n^y{mK7lYWJZf#aIIZ<UUPr&bGxqe88oRZE`&%1locF<KrxAJBNVb zedse~Sx0pxPB&8JtwZ$1xZDhqR7QILMFH75+SwI#F=MTpA`5RRNBYc5SutVWtLTGt z$QKM}<lWAo8B|8Ws&Csg$v9ar#v712wnKV^pv;Fq9y7V%*!tr+(>E|#IPolGc>jSx z_BY8ZS;@7IydRX%?%$KnQ?${16g2k-IQ+3&r0&DzgJtAX<Q$MC0bmVzuRtLEEqzg5 zT936;&BlP7{s{ThLIhR6J+)eSpqf@I-3NoCkne*dKw$;2s|A62yBI*=l9FP60nRl* zM-pg2zBTBE2L>N+0nznqWaKtbweFjqjt9zubOg7eH8SJvaZ2LQ*6+$Er_mJe4v{-< zVLeyPq`>Nml6LwEZm*2VNQoLjR{_*$mMu_~?O)i2OSvZg2$j`wJ7+QS#e34~_=*75 z=*UM78s_=Onnz!{2c`DATb^6M3SuTdB1d=%Ap2v~=!hJU@$Q&XNZQ4XhR9_Iqf7PT zV9ooQ7zPLfdDH`RV%iG|@ocqH=*+(3@s<H-eE+?<fwC6CSrDkJ7mS#`+z<NHi~w7s ztnXE{2*-R7O#FnTLrn)tI@n*uhfpD|RpB;Xp9h|nO}DhC#a5pPc1g33Lvn@#+r$Tr ztv$DdNRiLLn(>HBPfZLnBWod}?bGM57d+%QiyPaL)GasF9d&!MytSNhsYs)lWO3%U zS(f{2h6uCtr*&X9qulw*f%$jh%Z%SEGS>j^-wBLObfhK|Foxq0O-kk>f+$n8%wD1S zgEA}aE#w0of-rg4Q5Sp*l2*qUm#GuTaI759q3_z^0Ul624&;}|AA29>ygBL7h0BF` zOn71)`GY)lFOgj_`z7}i##7*h2|%Ntxljk9{fBof|Jzevey;=bHc|2v%eIz)7F98_ zGfFKrlZ(I~>;n?*3*3X6Y5kjXvb5|;9P4Z<ED0OZ?bmqLrk1WB40L!~7^&G|>RSBd zpEWxEY_(PHT>_OLvKmNh{&>vgW||4?bL9^HY)Wt<YV%0|t5PFAJt6&N)EX;GR<+%+ zAPglXD4UBnZAo@NfeP7$|IfNDOPp)Y);D9E<Y^Wsx^rv?I)~nZUQL`NR13VHoZGAC zb)dR{(}p{%t)Fo%jm)iwH$4__$K)RKmsZ_9MWKNZ!GgZchb<!w>*^njpid>~?^@AA zN?|bIhQ&vCkl;&!+TB*9YH6ubA{;5jxeLUL^lfq5(|uAzQ9?e|SfPt!QVhgL#mB_H z2i#7;X!;S}rkb<7G`YlI(7CA=x4E-LL;n&LfqIxtoxMU+OMNVV)!IN3+Ja_mVmQvI z1P$Vn7L~&0cD~2*$G`gz#YajRFv&3d#Qf4b-tKJJSNDcK%hy`Q@9^ZbC7)%hY3!ML zK3vYDdaqvt6m7Xwdv_UZ=lqltE55AxtcksX;YU)ZjaI9|5xXO<3efK%dl^P4sp485 zk(`025mLQNFo{#9He5GiMbzQ5yd37V0{(;72|$vR#*|nt<U^ilfC{#+qB^YC_sINM zr273)_5;;08^97ZU?(LwfhMm;OE8-w`_YYNWL^%~ppVQDvF)qCzJWoBU$6%R^9I|} zkbyFB;YfRI<?4@P9NBSXKT9Jh*@5;e83#vgCn~=!-~lG<dP-8V-`Km&<S0sRr5cwP zm~8H7ii1*FE<d=wqHAcf^5M1l4ZrzeVw4nC*ho)TKqb9Fpejm@tu%L@)BUZ(KFlzX z-*VvF;~4xkco4BRIQBPV&YPG6W5%)6grv~ECcFf|E_P>3oE)^ted&1V=4`Y1S44_; z0L!s$XI~{QY)CHAj*5}_QN`g$cS@U?`|ns9`^uWh@c^N<FSYI`KhQIT;Mf1+p1UBr z^B7d93i`3wb58>Z&*{|_^F+IeOM#+=LNO(O#^G1_!8hdj5nyqnBc&AXP-TVq`UWI@ zr>|5H<h95!|1+IXAShe5<QT!5F2&bZwLie)ISQWp?_iJY)2`kCA{l=36?F=WBE{n1 zIxlE>>c8UeFh}<^|HIynAQ;W6bm;Jz-KNrJW2VbPd&Q;8SzY~)zb${Y;*(3pRF9>s z(Gi~w-o;NASv$`R<Or?*WQ&=ZuzO`bnx#=c(+7_rV`@5{8Ch!8#c&6e%p@gM4A|0b z)v={!H*vvY{i11gq^tSv)#J_c)JRr4oWSSr3+G<^ej)Nz0{OuzC0X@tYDBuUfEm+A z(-g(T^o)_v*EBp1oA4klt0u{9Zok#Jv=37n{Y2YpZN#;sJhnsJ<H+tHIU>_~Y$ZU< zUtC@x_r>aq2jlQ)V18;lAx0|Ot;C-UCFT?@6PWG+;Y2Nzhru)^_AV~gzj)8Tji8YV zwkjYIvl;&sMNn4!WHp*FE8O`?Hq(Dso}3p0gE^R59=fb)#mkhGd+HE5wXG&<#N|8r zg8}W}aZcql&E<W$u{JsL?7jLU7)+E6oVcEhvHxrYPnG_i>Z@mw;hiAfk{@=L+2+h> zt%#iNo!+Q*)&X$gp4xDjpdEvBQ&u<2FvNjPLsFp$rPhmLd^*XtK+}XS1r|ydfGXqz z2d)mQ$Uu<f`hdOoISc0qa_CqyC!@ib?)I)Mz=LZ#7}H?M*_>m6KNFb0b@ERvjQ_$E zG85ucJ2qeO5da1pU#d)q#z3T_G^UQRC-(zw&rjDblTDur!{!|-M8TtnWrj7(KDCLU zrhtZ83yrGUT5YM8gkw$7SDt07{K~r!{iP+OwdO@!@FSC<%&d(I@reb|4$`yQR*>Tk zrme_ywVN=eK=qk<fb#*cLpakJZ)$F?2KEk0N=o=bKA)=)KanJ+B@ujiHQrgzGRmIz zsD*Gj1YyJRS4ai4Ih0Z&@lV@Y&m!5;2q1lr<ty}m-RSpTf~^F_vX}qWne#rJy#jGn zmiU@)#<?_9Egyi!V@wEe3bdk4aM&PE$DZlq?bNnjpO+qix5YV+cy27}9^S&$I9Ckq zqDRd6iqD<H(dSj#*G;J&mwt7hZ0&TKycxsOGSbX%ny2fgD<8ejH^*?gN?kJxS*Xln zlQP1^sa~ubyk=5CkTZpHu<-OgJB$Ozu1AmlC}M`V6u3$?Smu2ucK!0V(|-`YKH}GZ zh9&nNtuqH)(U(9`K(;k)qPHc~C9TW65`&|Dq=3(7vk`2=*#M$e&l5ojMjfOvVug!) z56i0MIpVG3-_gkd$sa#GANqzmtOp|+?17S&^weUNjKkgX4GyU1SXk$_e)Nk^0q#}G zfMMh%s8_1SBnOO>7=;tv8Z=FZgxQ`={PFmD)31&Dcgxc$QC}D<Or~@$6$#mECZ80d zCZ9X_QQI<|vny0K3Sng0M>Xy_%HVwmr3UF*`^s5*SlZLtj>o={q|5k&EH%!+(>uAg z7*BJK)Vrg!wJN*lhU}fzb3*X4PF>D$!$V(%_?mVG>FDpkdAB3Xu3XQs{cWg^bbc#L z9!F58ISO<Ri-44R`?y}SGm5Gp9@FyZQa+IjyPt=50Ytv%szQHwN1?RTJmW<m_II^n z6lZiwfM_7`6G*^73h3%wtg+hD7|?cCpzUEM{ZeEB84wT*lA1kRIdpIJXqB<CTLQ$J zbZ;o_1D8Q<`TPcWDog|7nU^5T@^2?6n3LIBqKJY!mU<1-z$nDJ4Bp)6l@ibt1YBVQ z{OXYv=>qMdr6vBHO%gfkW$ToxSVDFMAjAvI_<jSoy7e@>_Ac{QPPS!pjx(U+e-09A zHqVP)Y?SKOQ~UoFPhp|ak@eIw=bO2A-)|dG1DXlQT;}I5Kk_`6)19#D7torQEzn|5 zu`W(4?i?I3iWcYxyV`v_QQaPJaG;zOo5hzvrXLV6q4M5iz`{_9ZO&0NS8Zd%xu&$3 z9}TYF{G7gs!=Cy%^MNWKAyD(nAv1jPJJd@fy?%V2&VSsrAM`rKm@r~@hW>s<THoX- zM5RcWS-C*Q02m8F_1ghcZF7Hr7<fSdxwQ=-j?P?+KTI`Dw%&WjhK!%B<Z{jikUT=_ zTu_z6jjn2CgFe(R*35yLg*)DE4I{?S&s@cgL{X{mJl}pzV$zxd?tpP$^F>ZUe{Xl& zkpp?*`=M2(uON{gs(REHc>&Oo0P<2t+sAI?bYu4e<_#8@%PUGZ^GW@~@5!}H0jZRL z;99p^o0cc*Oa)L&GV8K+_0Emnx`NQv<w~rFbmxOWxqC;vAk^sJ;i6d|$!MgnxNZ#i zN}K>msR&p+cdy2Ao<rs?4jhw4U~0Wr?w?|}AyRQr6)hXdj_0MeY8RNq=&&}Z7i`0p zzf8DNJkCeCQv|%YfJ_L~+#;{AFxgmpJJV!jBr(Ae&^XrTu`FGl{W8}5^ByWlNnDL) z)&JfT&V4p0>KJd=1fVaA#iZGk#amJUVU0fVdE$`v>7+4RBJ__W=cg6(*Ms{YwR(K& z6#3YmZOsVoq?-u|ugAA^v_}4J9InjUPuKNGlMj^d2X*u%O~1xusA)kR3Kh-=c6vaJ zyWi`$EkxH&OIF4t68u5!Q6OhgmxMKeA%pmLhao=~YT(&<Kd`;XJsM51ir68J;8Scu zt;}R6K%Z!%>cMhiT_8c~odCK;z*sJzrpAVoCGi75qye15&uVQ!JYg%LIc;?JHSKdF zGrNCpsHjnf`qSwfV;a#!$ONQLq-~i^w;(Cf1?*ij_C065*q<+PSj?P;Wuhj<l!Apf z%%wi+^Qc%LHfdCDYW=&Rq6OC{WV2l1O_&E$zh?Vc4FE&y;^O*utP%l>F$E*zC?Z}F zTiYX1B-IzY9Q4aXqv6#$bar*7jFc#gD@5;V_Gx~$=2-KC=Y^~K8|CYL=Y8Y8@yQR3 zUD5Q)NsC_!oyG-Vk7xs9!cHV~baX0a=A)c|657^bAe*x^dxWuiNk)U~`cU+5Qv*47 znBgq$hPe4%7^Y073vx7Z9J7j4v$soz+{%87-#|?a_-g}`Rr<NfKq(^ZrOJnmL&Jen zhT?5Eahxww2#2~M`QzVOQZ+k}UF)v{pwi8@HW?VnSAJ~_7dIVV%x^q|s??|7;+v#9 zTb8Ie()y8w7rY;o0i;}BpL=&dOhQ7!uz-L=ogZbVQ(Dh=5~ppc!#y8H7^-!Jo_U!8 z;19I^@K<=Ny^N$K$SHJmgV3nvQPlG(>21+=Zo?o71A>$(5Id6Mi3l5H%PrP+`!_=3 zOjB#K)=jDFb3!P$0yjm*Pbo^x=nE^;1QDWtjpn{9s$t6Z>-V}I?Uprlj=P6?0ytuW z1G@6*^K|?k&J&`*#>%;0;z21VK{6wCH@+2hVbMtc+E6>P0AYoV9ic4}L4&EE*v%eg zfDAm1uws6Ms&7j5|6*#8GUUHS=V`{<v!}tfcB97mYAmj}?O8Q=&q0hRrwiGJU_Rvh zd-mJPYSm3VB=2ipD708jVwkZy9%&-NbhQKHq9c1R?s&%G=Mu`#YcU|R8nE@U+$>^r z;CsBRa5;W|=3$TerCd4eb0d4`9=<Fa^A+L#PEr}2J=-}zd&j4yYQ|Nm@PL%)-<bKi zl5yn?J7mvKU7n0sEBC)^5Bpl#MoA}(sQQHGyzC!bYW`;JKn=)BDJj6~EhQy|ia<JO zGg~>gfm@zd`eQLnz!%s9o$T#%n4+hfsn(Zm&=>7&5n6exdcMh3A#yp_=lIELTkrLu zp+C^J!TtVP40f)(AdD46x=Y##K5`x2K(`^`e|v!T&iGgQPh)L_tlNo=6~lKIr|##q z2aBuqyzwZ{c}@G((vpYR_9F_yK%^bX{gW0ApM906`rQTkN{X(=12%pAr9eJB^>S_D zl@)h9dc(*|%fS&qd=O&IX#yJVv2Z2kwxi}HP)!&E7K-EB7tt5-Tm3d6sW1LpOI#~F zNWN`0KFbdLf9F{0Ma>}ip)IzVgT|%P)j2VPBfX(GP<Nl=PxN`ul@b2RdFshT24}Bw zzn&G+3xk>#Y#4l#fmkf?7AutD2DT~v2oXw*31$pviN}yPTS^~<50WuO#3YGmXmFG4 zQzBnU&D80NBj|j2i#^reR5T{u)z_wwpE5-b4!#7YcaNB3HqXj%F78%aKg+zW#(1oo z9O`(5K*CPZKb(LzY#6UjKV)67q<XgF?^SejI=45}{{}q#x%5!~pO~Z3E#B})oM8_y z8{!C-4h`Ynrb#+Lu~xX1CWz~K@^;3QJoSj>M5=s5K=7e@W6|OhKap{+$6<>ph4dB& zjja~bQW7pt3h?*oTkQh}E7Xn2Pq$)VX(<f=?;W91UUxtL|E43chLNI@xVDl3@A7`B zi<eI?-S=^UQ4O;H$$O2#N_|#iD&g5z6JDmVuVPzCwe*;lL?*Y<023KX9tD;$WWWn( zd088(E#T?d?2-jFsok3{1V_$VC2%kSo)>_*Al+0fZcV@*pOhgjE{6bEkVr<LVS*Hr zocgo~jvTBrGq!G0`JP#vbtMGE(Pw4eq3QHsq8Kg-F>Km49g&gz)L=^tq$smNI>li* z^A+^raq#d4Kp!5~sdNO0AcOpxAGBMc1{%PhHyL;*L&mczjCcF`f5`>pj`8c4c8{7@ zpV%OCwtSnnyfrJBngly=q5LQ2`V8U(Pv`ng_BCCVaz^W~zOAx`+_>EG-Z5pO=bUN9 zc~mqs&(@D@bxZF5m+7)!hARY`h{%|jW+3+Q1Gz9aVyJ2rRJ~F7f7Ba+{oapL%_#Mm zO;6q>ha*o!Ji9!_zS;UU*1o-~JDQ+KVJCWQkEhR$ORccXiMUba*0kl<`X8wN$66$) z$#=@{#@w(Smh5`cE~f2|Fv{xn6EhX8!t|14?6IA}7~LQjTQ$)01GM}e;9j=?bmU-` z8te*z-4>L-Jd|kX-S_}}w>AOi1xj3YBR1;}M3G77IW0c~DpmuNlT};H*~smDKOoK} zy(gODsh*3y4Wch><mCF;5Ah4znjIVefWa_W2>R^H({dA#84i`|Sfh4t-lO@B-ti`W zwGT5UxEt-%w@9f{_n+N{e*V-4D&LeeG@HMFJFa=#6qx+WC4t`_kRm!P-#JQu#XNi_ zP#D&6KK8El@pgZ%0*DS40qO@(EBe2wAHt=xz}4(gPM~wIN4-diJuuVYu@67Trse!m z(u~NU3&wJJLF$sm%s(EW-WFSbdt$1o{EzdCa`s*FXOhta?igc=0=_nsKTpqul?J1+ zHQ3x(>?6y|{!G_+%wh|zWiSdbAQ<2bjtsMOi~#BCg=!O2)zZ~w17MK>0|-r<J3D48 znK3b6qU9eS0s*mU;n#{zzC!72(gLQYV)WtWADGTMG|`}Y6a6;dx_6@61s{{Ia#qeM zoF5f{CQU@#XW#$hM&mSomz;qp9W3nm<}cU#S>IRmI(sU=1yb}g2UQ9ksXnwf1o0Mr zfA+;h1Ny`afy*b<->b8;lYbo88~qRQ#6?R^4g*Zf0)v7QT^p(TtMh~nKM=!MlS@t< zp`UNA2nn0Uecu49ns&(8AD5*wQ52H&rwjG{jtYID+!%-bHpEPc>2=m1{Bs(1sO=9> z2r+xSzX8V4K=v{;I+})knjcptjuM)S1D{=}?P3TfsVPv?1D@odL4ZXi%A%IE_e-6A z(J=l7<p@RBh5Q|Y>(hVP$53c0;!_!7-55VYi&CA^yE>4bnW%edAJ}yC$^NG;O98BV zfY=J?OaFKREnedlGr+0`dp8(Vm9fC>4NA8M3eC~Fc1sAKpZ6#sG<M64wr5DWl)6wu zw0=s0UI56HwkJ38E4P);H+9*wJxi4Y9!}Xnb}a&Q`w&t-Qb}S%^+dr!ry`9Jq4&gH zZ<*OgN-OM)tf_Rv2#iwWdjn$Ul+&Kxxzqwo4vTO+jkG{ue9}-yy9q^#Vy%fdYmGBI zl^NkrHhkQue#9cqi7U?Y%|kuW@{ecm!bN0Cn+9E2KS$Z{a1PldV_BmH)~r)b>%l#c z#Sx^f|H=MP_|}(!{*QmWn*|5{MI!kn+d)?0zhjzeJO%+Z<ozG26SQDhp#Z6}kF+#6 zL;aS&UcE`Fg8fHj7gL{>C46Uo9(HqDPoV$f+dinL6oh}W{qR9xK0>&YI_ZV0bW^2F zu(J52EjtW5)GtGgH5f5kNzG1YC?2mmy|KQFBDpgXumK|K5S{ACyuJO4kCym<8QkIN zUWJ?FA6On?@cgm<PPFnY)VN>#lNm>7Qi_&y6qctG)^hzGBozq!Aa6&=pLG;*$#eNm zZsHWZC^zSyW2Qc?p6r7M_es!T3jGYfCO@icd5k++RGA{QCJX$XctSdA)FCPo43QTd z-bsi8VpfGF^UM_NDS*Vv1>WVSnbf9$Hip{UEO73Pk3I}RFC~1-$swI7Vl>pfwT9^V zxx`rvCjBe78~ZFX#iq%>4@#rKv^S{bzTZbq#_ZgS1n^L3veLv`>5i{7#XIG)ihnnb zSa+7_3bu|ILE7NIo1CLU?}b@!;q`c56AOl&?F!J+F7SJt$=`iho(6OPFC8N^>YUWs zD}r(Ih{;2HMvvm(DmEOU@DUuh-^WG-0ztx=MQQskeX0E4yTi1bkB0n#e8j(dd|x7} znom((Jz{)zZQre1DifI&0;>Jj1_UslnFNpm6h{`D!ox{9+BK%UhIjs*?<bXVcEK)o zX{2r`U$sk1t527^`2IGaMJ9vfa{<jwf|xK7zH^pik}tl3t0L8kHGLHs@0yM{64dD% z+V9Y%g9EGsg9FG9aPujehs%r$4kG^hWTI3vC-SEe^Pwy+G7fxwpH`dZ>MCenDQ=2A zLJF@js8EM+k%<zQ=d9xP0@%PB8)DhR{;L;#OUXCB{r9_pgUHfZepWPH`Onc(ku<&X zbDP5%hv#Oift3<J2a6)Y->%kusOQB1G;0g2COdn^QwPg|0pU!(5R{Tgs2Cp9$TQvf zt|$rb$wx;lm-E%QKX|zWjxjFf&hk3==1J7I^RnjObFde>^9lH7Hxhm4jpP%V5V<4B zs3YT-DYwgE!XQAaHJRiD(p<5sysigTTR6^lX-Ja~?4o<1m4tPM*YIqv)zpXRk!xnZ z(3&4pL2UqP>|-7FX(}6wv5ft0r)M_)zl#*+@qGGA`3((g3aNWdiSIj7^~|?o)&2q# zAb4aQ)&M@Re&3TV4v+6N!Vb??&H%cb$o?9xgpBxb1nON4uon*)D)mneUT3DmGL_~j zFT%RP;vF%i&wdp0w{mIpA$*0&Uf}}Lwrt9Hlq4Zcbqv3FZZusOz9mu_E4IOgx)D$% z&_aQsr53;NWer_+ksPmr$-@CQf1&JTXWvlO2AE^ua-v6-y=CcOb0<+LDR34;aC}P_ zFB9-0L-WIzkld+_m#N@xzlOvE?oB+}{L}|^Wxv0HonQ3cD|K}=j1q#JiPk10xjRXI zG}>!C(2^-JvJi_gz}L#1H%BqKZ6^ERgLag~3_X9w2i$d$(iPlhS#}}aCqW{uQfRrU z!jE^|6^1t&-J=`aFPacp7!#Geks<?)VNO<_^&d^2=g*!`+!MSH&L8iFg0d-ryj(1y zU1n248bV#O$WEw~go-(cn*S=CFuzYz>*SKy7k}X`onb`z7~Q+?QK1<=B>|hk2G++m z_{^@8h4E}924dA5;%M%Mk(o1Qujy)G5E%xv7%fgtW;ESDV*p}N0xBf1Kc?7O1!U9e z)o7)<e&JqSU8Aiker@4XinythlumqA*5!l7&>iOl@RpNo=L$shDP}ypjXn9^mG=ne zDw5D}bTy8~Q;Sc@$uEe<@1GF0o71Z^4(v_>+tfaAURQI+qlmE?IsFJa2Vo*)N4JNc zN+~}mmtjPi3P{g|O;^=bZa@~kWoC&)+M8?w>lZv_Sv#{CddUrQk|^+AA{xShT+gdV zgOgo#5MKm?0>Tp`C9nd|Hiuq(x*{S=qamqvSKIp<wq;BJ&RY;Sc|mVdj9WPt2=>|l zGLtUvV(V@i*x!nIdO-*Q<TU7TizzfD2@W*aLs#wu(4bybJ3?7tLJ@9R|6%^r8}#W~ zgQvS`HpG7bSc$)a+BW1{vYcetvxfKhe@i`n3lq4#0mAIcTxM*3;0B}SN56X@=8i<7 z1$0j)Jfp|GNJH?691U+Dg@y%yNkkUWpct-nWlX;tXbl{~LG6MD!>|#34hKjHbj_#8 z<#vxwrtgIl$o7ft7(e#qR-lCrtVb7ieJlO<cBoo>zIZ#q4z>n{xe@16(7*csHU<>< z(nF}h8`?4=fM+!2z$L{KazaNgqex$b@$D#e76We=w~)K5*=;1cMTU(fM@jCJ+EDpk zu0-4r<lm7ddsdAG_li9=Ontk5;t2_80@UcwM~4MdAd3*#U%q4{fUSN(C}5!LR!mgI z$V#9c{9iPP%YR-8_BZ^@A$kVQH`1req^3l$4#|a5Bq1r%(0E97k!qmJmrum2i1A-Q z`1cX(>cCopXOUSPPx*Dml$1ou&@90^^6fl-`_ZDLeKA~s4^mkhSb*;Ugo~<Q(@Gow z?Fr(HA5n)p(2WZ_@BJW)FTi>BDwY(SQ4j}Lc}AGF=&2XDEeF~ZRr72x(2xBC=Mxg6 z-H&QByxB`{LX<6U1jauwcRoSHPiA21`0m6i&zhfVOU95-JU(JoH(-2}#IG6vOSyh( zf$I^=k+2%SU1;jQA%@J_eaI0JE?OAt>r72c?4elo^Yq3=FQi-{yw|G#ZwX8tKKlap zJ~l-4HR2d&g{PN2x%GnxfWHYV3`IIs?$WUmkma$|k`_9PQ4Ph7%+PP@{M-M=1Tg6t zR&S`JU%D|k2oq=Tm_Y{8sL!7cS3EweT(&)(&ReIvCu1Z>H3+38XH<Kyja8!0V4%1h zj!dul2iL~;Lt9dFEoUumSy`KQsiBqX@~7qZ72o|)^-&C8D4-(4_Po(T*5bmZPC38Z zG!}tF5uuKE8XLL0aUTgVc62;Tk#DEW`m8=T*1$pZqU!wzlo0~6qnDYkNxZFFQAc{Q zIRd8XpCg37=C2il?mFm4n*$XBhbC=cPSG(o0L&aswVBm320Hzom7&xV^xg5-MqR^I zs>gpx8)(8YSSN-ool|#3vHXaX5KEP3MLxF;5P0$neCgC}r!8HY8`jvW*&`!oX7N^8 zQ&S4KzIp&VQo>ef4t%g!R|=`p@A5Z|nBYr=xAr>_5`owk@uSsLgov(b5XXMy2$3i8 zw_AmkCyK~Gu;J4pR_rAfRO*|1fJhaX<C~so-t<XC5e<Sqw7h%d+A$3iQ(4NJ>ga?y zA1>Skb8LGjN3ZoovyERH3YBxqjQdH~UB~y#pI%sW&R6sl`o3KwdEjy8onLfM9fY(| z;Um_{f6Wyw<tgn!Nz3mW8T<sytLf<IpfXMX?Q=3AiWwUhH?@9=i;JtGLc|0U78VAB z3=annC+qdxW!Fd6Tki`7is|N}M<vIb>xO`jkc!FWQ&xyc>$utG;sa;bJdKjeA*yMP zk!bx$P5`a%hLa<P&O7xDkNus-FC~5*WD7f*=8$;<)yKJGe&qMpTk!M@hrHb9DvrO| ztgE&Aw;kWwt@4)x>%`O@K=YRd)0&?@f079aWvxA4HK?emo%P}AtzXY~PzwS#%wpw2 zlI!~)8a3v>rg)9A?Q9&*Pno$z-yt^rsm-3<=uLOcPs2~YW+kC`uRBCL=R#=Z^6|}7 z;O}Qhjpm{lOmIjG84Jm{g=+}qyO}3iOG{cSpKGT_F_i=Ex17Bmqv#kIj6kgc6<P1? z?Zwfx+BbxJ0^M++%pbt(1hEI+*7IJn-U94UL*~lL6R&uO5;#AY@K;QRKpN}s=XUD0 zYp3D*lassGO&3TOGNevw@vBSBZ&Er6)-~^_S8tvW-f!nmzr9`2cMuz>@xnNiyFtyO zaKh(_*vTJuIM$4uBo7}-TSMyLJQx2lv{uGaW_a2!;wXM?c<-T;dbpn%_Wk=C;9_d8 z)E99Wl47~PP(?vNK(MvF%?VvA6%F(KJLeyM<cR%VwXhl0&FhY%7`uU;{1|(`8koQ4 zV$VwYN+{yG%`02fZPzttR&jQ?p4S<9o8@!VV2(lOl3P#t?8JBCatEiAI!ikjmC?+O zR(~ZJPZw*WrQ@aI-t8j6I)D+a0=gYQ4#nJs_645iXkHIB6W7+fJ){on2M71`V#BXL zU&Sbio^BaFKM*#yu|htW`!>(M;B1)+lX4~EN8@>tDZr8rPl=1ep8KKE1G@S!KgY+- zz}y0=L=1j<)U-nabyWvL6zFONHE01azt(n{RaFaKVRX*(lWo+t?~9+f(WVtLCy~;q zU;9%emiM;Z15fZa;O6S5M9$KOxqhSARye1c)~z|8MJgU&Dx6Q+BT%Ot;NLXe;p+=? z)P84sdwo29>~sB&p9B-A&Ty)0J0J*nUO=ltpdl6josu=XIIG0b#3`+?D=R5VS_BE0 zr4FF!eZE}9(a~R{cE6-9a$FrkkNsAECv?(Z_62rl)zUVBAeZZii+eacIKx+zF@v4m zd3ORQQ{V#liE|inTuluf=bNO5R8y$Fe5pP$dR(+8J6WjuJR%Ks+_Wc2eq*I&RDh1i zhbQf$3@sA}cQ;x>YTH{1l6t;3(m`X!VM*lF_6zALpOo2WRPrd$t;y>!weQlKK0D2Z zSKdpOQeej(D|^60R*^&Mg<EV-;_*6-#!)IpO#;FQEaY->s7KSPVo7?)@5s*&gF5`s zk2PLLf8`iq)$j7{sn<TCNo^}-D${E+u4|>`(`OUwi-@$qu9QV@B}QC^!#}wdTX?9O zeG&T6TkU@3;DbxksP60*V<|=Ta!wDdtNQhoL{EwgIlZYhW4_C7r6fB0udrc++()!R zOwNIIv&f*|D{2x{Z|ZDrkp&yaKYJ}4lRJH@J6#al%{z#)`7Id{ow>n<%g&V)SCmPx zboO_hhMk-aC#=0RQ`>z3ykq!mR!rR%gb1>W*O++s-G9DX8ySsaDPLR+eF-DbddD}C zmr0;yIXOlYU^j{3TJG-=Pi8*OE+=N#zwrzbdW{>BJ$z&T>&bl9fJs7~?ZfzI0)@9m zRyjIfP{U@}jkF}qI$c--mXP)#J--)p&*%(`OQhT%3L!oUp&6r3X{)!GR8guqhSaH$ zVd(Xy;q^m!4ntTyn{TeBBsNObnb0LDO_}b|tsn6}Gi}`df;=iHNtl15lkSV)NS=US z7Y%uqfK<X5B`#O=gwFa`?)<R92V+UFhJz^f+j$>qrD5>Rm8!hxK+TWHf#9oTlAOxk z`^`qLu;7%u6w3M&>>bXI4}A7hus-)>7p-U|QJv|h_WI%Ab@T?8HJu#!rrGJ;!(6m? zFS=XPbM($M>7ZhNw^sK64;13q#DTIPxoq2bOB&<)Dgn3q$A0#G%&cOlSi>`|QJlj7 z*j*=F?F$C*D$6FS56oX1!r`*lyIp*Ib~(Z$qV3<*UF;&Ua2Lr-P$h*F6eiZ|#{?lo zH@V9;(rf%pSEkM9hpxzXgQqgGpj#5fVV~LS>~xmXfM9)#CD^zI!ol}&gHAklgMR&m z781?;?uB1i^HYC*T9=ug*=ahDCc}b@6&g^7NFCc@@WOt6bo+ZxV72)o^wo!!^~9{s zC)r>MstFgY`-^Ah(}Uo1qpT6B1_dK8FGoJIqY`s9N%Y8!P2V{>DY15Xb#QrEh~+t; zJ!|(w&m=@nd*wG^M{?_V-ZIgiHaq!ibv5oeMgoF;%Xd2}oT6`4ZN`V3o7O_DsJBti za)*|6+ty!$P2`X{B?5N0`?;Bd&&0t^`UM@@Z4mFNZo4{Isu6kczr9Jqb1ghA5xCr( z;VOeuhz7UWxM%kHkm<wp=kU*wYQCnY+r9eM_I7^_v0+}@Q@|lsu2b;CYuAwAZ{I7_ z5up#t9Io;z#eubAZCR~t#lqgcv<XQzzdh>>jq_i!krrZzHfFvTc@y6K0R=u=AOEhZ zoTRSsu1vvh8p|`V!&qk6Ybq{~{pg7ecR!&>vL30PH2586buD#p?7)2edCKJr$Bx*Q zTmyrLmWkHD<agoo|CIKfQB6Jlx+sbw0R*H8h$6@zq=!xb3r#_gDgsg^bYdvd1u3Bg z5R?+6N|oM=bVE^!^di0Y5(piEGx0s=UFY7l?pk-9lMnf_li7RE%&*L^JdcjzqOM4m zdDhoBDzY*g#=v2_&Ce;5jDgC(d<CIR3-1dT8?zz^4oV#}SAfgb``7~iFDyL;On-L0 z81_9_7#K;g0wYyYl4>0k>VjsD_La&XebRn1%KEB%i%y*#QWm|f&zK1sX|15e?NZK6 z4URD+oItC*7@b%w?F`h7UDPF7Xro;x_*A#9C$^|KvHZH8p`my3+d10+jMGw0lPb^+ zyMdTww;a1HNnRw$O=WYb-DF$%$0-xTL#6dgFJLBgXMOCC9;;+ID`iV;@sG+a<%S4x zjb0W%hIn5UDox!H=&Zj*;bq}0$JT`yj>Sc!7Oi`CJ<8k?uabTdph6S6f9KwF!MUqk zH{l^N_LK&Ap7dQ*l(c{ckJcw$mS`n>_O-?+#Tg7Mrj3f79qU}!s0~e#*UwE0l}zm~ zNpmLb7o`8Ep+RXV7=dp)_{}LZ{>ss2;Y^qQ9bI#0Ew;#V7h;$cM8@r^Z*<R^L)9E~ z*%>n!DbGs_H6`N;Ud06KZ3r2!^Ele<laozjnZZsAMjKyuNcPF%_fO2dQ%`Pis>Xn4 zV|OZ&{FY4%xj9d(#osX`@KN_k;4_74zNMyUH4I`&h9cLnO!QV{W`!)PVHJc<hDe*X z=ajlsY%wo6uI9CJ^SZce9567=ZsV`nIdoZ6o56$o^zb!amb4XeKb_WNa40<5mvVV{ zmNnFRx9<joSV!gxlmt6uKCSH2k%>JVz9TrXx@`K$GH7LY{*q_X@@X_{T_I11zdQVz zGI#bh>*0}XkzGS^{7uJOP2)_)Q*iJmR<&OeaqZ=B<gI@K&`pc=f=lCHCgb2*rFg`R zZi0x1e;8<w7`yzCct1MF<(_r*Un9Q4jDJ1-(k#Wc0cfLyn^>PhLlMfr@!eDjR@+12 zI2=XU7TnoMkQ1S{%ilo)2AM|IC|T1=O6#|%XyMBRI4@PMTs#qN$`!+O=*lOgl=aw_ zA||gb1m3QbRXM)FcPLS{x7K=%DJK-8vey~J0vu?F6#xhR9d2_OoXB0ahEhM7dK8e8 zbxy|ZA^gV3=w*p$=rI;i!5lfhB%gC$2$=(ck;>+R4?t;{`hNM_BooJu8BCP@HMU=k zj_w>IPNgP?5x#wOAI8bv?NdQ87jGpG_O_JSopfYpLuL=Yt@PDr49>`X3SkUX8jK_< z&T4z}<J}KWj~Rq9)&s17LtYo_+-X~Y(?kP=_`k{PJ?2+GKVe3%MM!<)e3cuAyh;vj z$$npn_0cCHHcYnMyuo8yem4X6YXaA&T@~V@K^^;O(BH*mWUFbdQd07(4)jQj<6B_d zgBG+I`-_9l^<Du@TV%EIKyvEXbw{_gyyEAzW2@QhF?J`N<6`iIQX(z#xF54glqOCx z-LsAJx=cB-=87ltMnGs7z|KLrc?v9ER%-YEvel_sK^&ML{?znY3NzgqT@urUD?4|J zX~xBqr-NkG7t|4GmH>BnN#7Tbm!e?rp`Qzuz6gBQnn|}|JZ^xWO3XE$WXI<*MJ^UO zlK(Nwb{i)l*=4y>x%8cpUY|KmnEg5J{8(KE(QE6tC+lp&7hDlfE~8>rS~Jt3)8As7 zHvF9NCfisYMfTnTZlcihOXq(C*Iyx$a58V{3`B_a%E~1rCEn+sJeAO(O$WY~s+~ST z2;A~19;m7Yu0F$G)F!#oei59EO2yfVo2_L1d;4edld*k@$nrH3xvd$bX{s;6_>3Lz zZ{uSai#0z_qbXo9HOoH|+Wg1p=cQE)5-na>lj-w2Ej4pw=$r&JXiU3V2))|(x)yCs z(<kSv{ozFH@I)Sdhh~bT;EWUPrXGOyvmIg4`+4IOZw?kD&62uk;1Edx4Ec*es$Y}) zkjZmt8akEUK0DIxGtW3TOm(5U_GPDrOPhy~U&p}|flhI?zCH6(%gOx2bo5X_E@lp# zR8XQb=TIFd>-{b<f(i8yBz{&_RzN?OZ|dW~lD8XrHooQW=i^`b?7eX9bgY?)_ttRk zE#$(Nw`sq-E^{sgJALf<WwCv!vlJ<(iZY3_g98g4Lk1dtY$eg&EY$t^;i@-H%pklS zB%z_0zCMlP{f!P9HJJKV8>`o@`q}Yt!%j1e8V;lnKbMsW0}@&VBoYZ#w5A-rth<UU zzwJ6xs5`J!s1=?_R#zy%d1cFhd~5u&_fKE9O6-t9;s!hU{ZUeWBeM$31FqK))L3kj zL}j*EYbrN)?hk%p;G>;b{k{{UN_0!YfgM0V<{g-!Oa#1+oo=~KUnr<Qwk9Hwt!rp% zVnl4{Dkt9RJEE+~L^?{fJC*GC#9A3;QAu|@HA5Q`%#xP0sxH(gn9D?c!~Pa~IJK6l z9WqE2%ECb6xyN05aKDtkdoED<mOmabOgc;vYoz;ByC=oDHnwb4);BHD?geyVX{i*X zsY^;rZIbXOrvUiOe|&tLBoq@8a*dli{H%nZoBQJJ>sPN|y%aCp+H)FzTu=VwsQ{(j zm~&Cy?|L}9h|AfRUZe!thIna`Wa$rm0n2@4p&R4yx1*|kJ74(*?BVhO0|raF&k})b zjp*zTGt=#?XzF_e+nVt6z)BHalG;yO-N{OMOqrb{#LCG9cN~#pi)`4FqPX}0(-#6b z+V0gL9HpWYM)o;>Z%!=6Y<&It)j3HG&=3H^AM$sTSW4MWkgtpIcsKJspv;yLqxqPg zSMNsT$*r{-FTO@>>xPFe;HWS4>{{$GI0}W6FZM_?BML*6WQ%;!Udon66^z3u7bL<p z7F++;*2eqJSQP5{qMH4rkKMhPQRC4j{^iP33D4-3OWQ@MbF}jr;jM?BG(}%~55h8- z6&`6WZq?b@H-<HMHl%sK_!J$TxLaPq3x8zLhW>pMg&cP*2OTJ0<6Z|7B3tydv;;yh zFxgL3RBZc3{`(m_Qg&6wdF?{d)FI;HWDNSIvq^J<Vfx?M{kep@i9hz;t7`CMJQyzQ zoyEN?*{^*zlvGKY^p>jW-JD<v-(`fYlk#J9dDG5gSGvgvDQ`X^1qc2dKJTbaD~n!f z^jNDF#ogP~M;;bKH%HVPBf3{wvdM(v=aY1<hUFzd#^|6{R#ra0ANK=n?f50KYuCcp z^1pU%9n2lDdaDL?FNKbHmnluwQ~){(xq`YDTGzTs8aijyKEjN0CSp}B9%d=tIibXL z)hv$3Bk1QQOKu#*WL%%3`}OTtg3-sf@aDOS&}@X?XIWI`y9@GCjSHxU4b9Hmr-$)4 z|F!IH6Mqr&vz=?5(JFO)W0J=n4&23KZ)09m+D|AcE9ds_y#*|oF+4B7r#$rIL3c`W z1us%2g|y$6U--pxg_a3-JkyywlX)a?q|C5mqqGhYQLeo*tT*em<INJ>rS+*%$_1<Z z0u!Ke(mxY(U^1drO0G1(MX6Qn+#mt#zpD^q?$;s><>2739d&X-i-IVPh|N$>y_W|l z>u67OnfzI1)&HZj6SNh4wCd07EiqRH5PTLU14F?FZc69_4K2f;ld}$^WpC_Tct!j8 zi23TLcr1adnrq|_+-2ojmjV>!EuYC3@pU4vu2@$WXxhG_z$3)esz}5SbV`GQ`?u+P zZ8aZ~qAqOc9WVEAzYVV|E{l6v?Z5$Y!@C26JqEFaHaY<ApQ(cR4k+ZR=fb7L-%JyM zT4WhAdcJh$wUMu)5z$c$YU*yJ9wFSzw}?4YpF$lxZsV!(z0=fND&i*!yxSF}4<tNy zKDe=8K>eP3+d?BbBdK6JZnlYy!Hh~;XR;+gKmY^i*d*K~%h(Qipm!xCB)aH7b!C+8 zmwrw0_ch(P$V2t1=K{&;Mc{(io{z8RA9a5&;-{oLrI0z6-etI8q2{wGD@t~!c=DHs z03yomyU2qnq`(dp-jgGkG&Rw?)YLMF)E0I@clCv%jAo?huaEF)hlj)XuC^e>PG2}U z?wfIV;=_+D6DdyHK3_4ekm_0uGSk#1lJSDXoH6=FfA|1NJEwOyw03^o*SVA90XH>Y znz~L4rAWI=-Yj%BBw*}&G*U{T({Rb?7iu<fk-s;?8)g5vvsy%&pV(-fXS+hHNlai% zbfmo1v*CdD&C2<MM^PCj!6Kpq!2RXmhBM!L$!QVFlD?0kqQr7Yl*hPwUp!LoRP@we zmKx%*)i}{*v2zlD{PUYQfXQSFm3D4_(g~Z9tS3jiL*Bi~zh~8!4MIZoQg0Z7@}pH! zOk0r};3@Z)=WUDqdZ@Rcg(zZuldk(k$L5ZVxR9(a#jFcG=L*2-3_^^C-A~gfx<+9i zP{-8ub2!zTOia|1+WkOzdWZ9NvDqnWY~1xxqs+(mWjAO{E&e+0%q*f@70&C_TiX1M zsLMrjWccl-)1D>n(#p(^qgCnbJRh&mtNSH4?1htaZI>fxV<q^xBsyS<ToPm&?vLHQ z7c{MPgv>Kqh6quEIdMf!qFf6F+njyst*APjwq@{vLg^A5lm_z8o~3e3s=wpYa#PPY z&CpTnc+YEmY3-ajVhXkbtG?p&L-H7*;nF1^MG|oD9Ns!z!9tiy;Z800^bjx~)PIiY zLc+?Qq8^@8@*M_LH+z7k-hYOVJ^3>AT~YInO?q|n37S>HCAiY$!IOv1#SSWJ%G(7f z+3sZ5vcQb}h7DCmd%k8Ng7elk`mcx0|6@o!3;T5I>z9-&Uwdvi;2z=GemBBnsZ(c3 zA)9|Li;o;3Jr0O*9ov0VYuuC2tzo35{22d|NH1fETgQ5@tW32Z_dyr~BZmfmOlNQX zXr$Yo^u^(ubI;KHtiX1#z%(3RY{8r7{*yU`d-Q@bt4OSCvY}0IC9TC(ZJoyYF6Yo_ zuu#v4)x?uI((H?=SFNmiD<sll8ML%+84uqnwQHT-#DQt}r@B1(&vy;pZn`Dq4YSSX z9#1H2#oa?(y3*vO#P63i*SPe1pN5!@#@M&+4Kj~3tXM`6rdMn5Tp~%_akIS``}oO3 z)9{xSvl|kmsfL)c=EFExrCJM`7=*FpSd40`olZJ!Iv<%j?@@2fCK5s}%TD2Ld;^%_ zIHtoy9;{DaT^l9Y#zat|E9YY((ILDWGCv~O=X1hkJ7{AXYoaNCsu{#Ry~VH)0{q%^ zaHi5r;#L1TVTDV(V!T{ebTqfhF}a0N{AXR4bZd&z!tnAb!k2G}CDD-@@;%kAJS19= z2H8O=dbrSDXBV{QbZ>J$$=O3s&t<@q4v8kO$&C<H3a&d60@4tvQASqOe6jM1P#`8E z$~P^`b*lsFVW-nzyC0LDXhp{x@Hu7Y4Y63Rw~TViGclP%_E^C5Gqc}fI9w|iQR};E zsvr%Wy}=cnYN~)$p}wn^(Ku}s-%(pxm~A*KUFdExPOexeHF(7H{sF#@B=YJg1Gb~& zVGH_hMi~W*RZ0?Lupl2jIK0a!z%H&$`j&VphSGIeL^3#~>?(DY`Kf@tpb26aR~M<b zN)cs}*Qh!I!UdPd3*<ZP(^o4bi6op;lQ3U)p0*Q{^RUuVMaC5s->&$38oA3+ftx*u zpOVbCq^1hCV|siaqtzMovC4q&*+n`ks_A6`&4_`K1VWsH83Y;R<(dW1dM#*oc(aKx zsji&dHRbR(DLg(MmnY1e{>nCwT>>W?TPhSIG+N0%xl}BEa}BIc_NUdm<Y3^S<^uA; z78N*zQt&;9xa2+W?u;Fy+*xnf;SJA3=H%q)HgvQkjpw_<icjd}#Xn(jAdR6(fu*rO zlhLhV^5LO{&dMc@#_N|Z(SE`Ox(vN!ekKm<94nbQ;r~eUoC2HnCqPXCqIP)H5z-6A zJkshEA2`b5M7H%nN03FSetYZu43HAXB~?NSszzk?H$%IL>!$`BSKy3Q$RA)aK2C6! z2j6w11G;$uSraGpC2P>cpX2(~BI70(;NZ~7B<ha;^Y8ztpT(ovEkScEQkWLX#>O^l z$qkp2lWXoJylPNT8aS?kkD{jFU2rix(^LUmWPa9y2G_*nLm2;m{|H|*1^Dn+Vmq{# zB4c9U&bnYU)4PVb#D@Tsd3OeQlX-4abKANMVPN2qu#Hg0!r|OW1~9zUhx|Yc5n!lM zQd7&)ue3+ANW~x;PKQ=M5FS&(b^_{ncC>^C%_Dtjij@27zp<?6hl+rvrWq9UK6&~y z=fIJhn>!nP+|B_}EYbQ@L-K>$J?Yz*FJ1s{?notqRVKOc$rcOQza~-r?0Xh7O7X}> z7l{-kLYa7;x1jt!efq=z9N<>aN-{JpLMd~Ya$z|&@RmE_OC2`?3SAF|uJB>SF;Q(Y zgmcTm<^)F2Orefdw!-2bST67LcTrJMZ>kNR-BearrveEd6Hvp+e(#>>N}bvJ9eSAs z0a&}y;or?d4u$y5&YJ#RUNzYL)*-A)TTXVi@#*oNf$K~Fx#8Tw$@a;qbCM0fH;|iq zs-mKG7vlGSj<ILcpV{@~mBkuqBY^3qB+!5Z?+WzmyxAxp*3i;w_9vyuqj&~p(DwU~ zG?dUFJ#6GH9S{%z3Mm2G$pe{_b*PY#(7%7v(wQLPm`5?=|L2`7c>QT4R?orV|C+Fy z;h%|kz`AOD&R_bwc|2MFA6x3{!q=>%FJLi2#Us?Xkx1rrx1Ywa;q^~y5(vWsPfr*C z#g_yny}QWa+U-`R-OUN6hAFkJ$vTV}0;HiT4K$Y!fXA!KpkVIS!ootNCu59cH1p<Y zc_?zOH8MInU~FUYm(*6?!8cuNzn)zQbopCX?jsLS9n2_d%K(tH!OS}}U8cu@EDEzr z;;6AJ_=)JqKhK<OqvpCW&^FwWXDhTDW|pU4`6~|QRucK)gR$+zxAMughSPohH1m#_ zRzN-#29Ti{yJ2|r4E_iW=C5us9@Hdb=e8O8GoL|0Q6WO*vuGF2y{^?F*=xvvKlisB zn|HVDd2M7|oFyT(`|GY=qBR8`j}J3C+lg%jENaGpY`GiUaR)ivtidFV{xL5QGdlBi z5wSD>vo-l_mvasvK8pb=EX#3lzCm>_L3Q%=v>n4njSnTz8KNV)-0&RWIlHxjj;vMK zaH)mb9B3iVKRD*n%wz!E19|vyyUGbTgju|3@l?>Pl>wADXFGP`X0T!42qLOJuum2I zM;g=?D*&wbc$iL&<RJ5q=<6RJ+`XyV{{28E;zwjF6E&5BfW{~OV2}jcZNgLD)Y>ON z^9CFk>H&EiIBc!Kk`oi3+1uOKC6{_0?aURh%6N(c=m7TXR}*mYsLd6v$adBTPo9v1 zl%vz;IHrTI20fVjLhO{R=zZ%v?sfB1CjTD`*G<z{MCH$Xn{KzXv;Zcs`bCNICY<Bd z;$9MLswv4oJUr<+IUxfB1CrfYnVBUX2b=D)7C`*=42@pCd}3lULt1FHoTN(o_0Qh= z?~i~hZD)TBK>&9F<)@4=R{=LSw@9};bk-^qY6^K}4}%OS%rXc!Bw!glRaRz%!d1E) zt^H<}1awA?#cjP39y&T!8#qsjLFTHK>bH)~l4S=yBwvCJIo<gF@3hYOU7=iDFYR7L zc%Lu<$_H1?0K5B<mi)y7B&jP#h`e%a>mmZ^srmVN96+ciB+S_loN_XMndE^vd@e`~ zGJF>Ri;uyA!Sm;D3<6l9Vq$c*_6!SS0X_+hVSkTwBDcnoR1DbT<Br{7?F|YyKVm;p z-M72W7K=5Lw~>NydIJD_b3kuT;9xdz_{rfclPSvZjv|6K-%fz}Cj24*_h%3=CS;m( z@PEF@hcXCTKCer51QNmQa{4`hOkyd)5r_b1ZDy*6q;~p_3lCO6w-ip!BK6ibzR@mS zPy)tS+(&Z9K?0^zR`H+jGwzA+>Wmi&RpzhTt%}GcM<o-Uh6xf%TN=LcPg%kyXuJ{u zfHoH6ZcB*@j~@9J1Ev+M0EDnXMeKo`$FDtB4&C~;#%BhI-&#w%Wjx0FW`U?N-il~* zosU#R1EwgZ2-uF&0N)d|+?j)e0~%BlPXXHJ(qi{L>$w<xd%;@6!eT&W2KV;rn$dE! zWIz$FnC-0&wt^-<G|&!=xi1PuhYDWl<F|osKv7|sTQ#I$gMUE6xPu_6fCv4h#ZO$5 z-xZqzbtZ^xAXqjg<rWoQ0KA_b85wEP+|t4b#JQsQ_0OpIh-YyEO$<V>l@izJ`3-G% zx2C3oLPMddQX9f%prW~L0$)CC2rVfofh2cZ?5_Xrcby9pV>=b%=^r?%0rlu%1+Qvu zf*_ZIgF{JVVxryr;-YAqa&hO^#p~jm;BM+m@r0-B{Vx^91a4J#^jW~<QKCl<IVu*b zYvUI-BZOXk84DCI8%4Ur|HOtP{dx5(rX8w*eFEx-fBht2a}e+Z7Hx5`4QT+wAHFja z$O<qJSp&S1LD9S*u-G_aYN`%`Z=eWFtTpcSo+dEse|5%fHmYKRV_@|b$RY<XZx}eb z55g(|@(b8?x>avxxF*&>yYgcD{leD(E-F1Uv#-KVKT|dFsku2v!|`CD<y5^i;PNA2 z3E8a1-eD7+DVHRo3YG?H8wQM-f!jj#YYU5hpxW%KW=J-x<|u%&Q9F9a>itI${0|Nq zKX~*j(7`mEC7wqPeBYMYbn<kYKtBRT*oqp9B2NR+PAXS<Hd77|!4Kk42)o&mUpd(h zFrWxO*xufT?fkeK_U#2Q&~5-U=x2NTY?kaP7oa!?VJ77H>A^<~<|ha&DH<3scf|18 z%)Yq8_BI7LMm+e~hCc!A?N1H8_OuP%7HENrVR8m6FUQkwSx=EM@$v1H?{I$c2hz7F z0qn?)8#nw}N`posz+@G70-nH*Ux`wrBz^=t(|fRe<mo)=Qf;s&Lk}TgIu(&?t{1id z_do+Pz7orhm30yGnhIFgM}Z2+7Toxpo+6lqCdux4UPSR;rh5HOE0Lgv@%-1kg@ zHqZ&=06PRcX#B)%ODJHCl?0MX4cb$yChQH}S2)i03cZ0zfaGFnr~-QhJ_ZTbfI+CQ zUIK;$@T^eWg1NRI#DmHeWH+y2?P1jtfbwx@KcJ(scuv?PLY6(Z0k5_q(D=FsR)aaT z(b3Uih7UQ|_Q8=sjyV<RBv4s$Vfx?%TR%mp({TJ<5hVV(LjZzZy$w7Oxtq!~z&ron cxSnUS>#tgTOz(ZnBLbf%@~UzLkBoi)1188(ZvX%Q literal 0 HcmV?d00001 diff --git a/content/GA_1_6/figures/ts2.png b/content/GA_1_6/figures/ts2.png new file mode 100644 index 0000000000000000000000000000000000000000..7c8e567315974ee62c8429dd27649d1b45fe9d6e GIT binary patch literal 65316 zcmb@tbySsI^fih|sB}q#bayvOcS?76cZx_!cY{bviR7UhX$k2L>F&P!yua`J?j7Ua zKd<9;_;L>CdG@pR+H=i0*E$i(ic%<V2;RWJz@W%Ti>t!Gz;eLAyy$&}0A4|K_R<Ca z@VQB7xv4o?xOp18n8PR-yE)l8y4hKqyz?-3akX}I;9%xsW@mh7<>uz(%Fn`L|9^gg z+0n(4g-r3~9Jt79Cuwb07#K8T=-(G5BE{A)Fi-I^;_ubHvJRF!wbW(^J5C)j6VR`g z3Dw2LiNe>Ho4d!2ZT}ukKk3*WPBhhN*j6mnb=&Nh*GxBEi>s((FMj%DXMXG)7$~l+ z_whB{!L1-#>>4%Xx-~Veg>PGE`!}Ub0y^A#@Lx&s<{hf&fB&DyFV0T!>hrr-A6lss z@S$&_?{UQsLtpu<Toqv^34P^@j{+qJ^p$s0w&dv;&}-xwU=2h;UwL(zA#L$LSDgWu zQYT9sING<oK3cj%{piT;u=sm(An}q|GTZ6l#+l!J?+XON$DSVLeg3c7_xfnTfFhAb zNs>D8uaDpD?X7%{AVjgvz|_<<e!z@TuTgm=Z*ly3B`~mmcF$+g^L)2B_m{&Gzke9n z6#7el#CKCnVW`AE&hBfiCui$yaRoe&%6~15ja6}X|4@V8+H=L929sd57uS%Ig(Y@t zDAm;3IwC9#QBqQph~KS5u|@Li{5+lA{0&UDfakO$YlD-U+vcA<F)v@=eSsu_yQll( z>gsCao^Xth^)r`^$NwgkM9fcCI|WaBu<lSLN?w3q{IHrVQb=C0x3`ZU+G?;5OxoPu zHZ?OVIA+}wCxVBEx8lsW4|v#}EcV_?*4&vaR!TmMJ=-sA8XO#?Wnz-3(3lz8S2x^v zOJe^$Q^w1vx3^b5SD4t)&~VCztG>QIiij_vwzif&_Wb1JTj2AP-R#exe<PXs<5pIS zjckP6b}&Y3T_Kzfi+CVvIt>mZ<M~o$f`MSkX=!Qb`1mpn4oj@u+<nv2DGkd$kq-|K z^s&j55y$P%IUOCMoCGK-DJjS#f@wQDJM^*pix7^dr>BFZ=G3@2^r)yPuhU-K7h2UO z@It;<J>%om?9;Krci}B9E%a>u*GrzFf0-e(v$MY3?L%h2=$ZI%mYCPp*1+ZP<m841 z9h<IwnLSmjS2p@%Ih<BShlht*d3d&Ow{zR~S1d;|xHuh`iNwUZ2Q{KVSk7-YVxilU zmq!*96vU`gTXF_L!ethxPE^s+8AKC#Q1&MNB;diZH1ZXP!D^wNsjsgOJmQ}+O_mr^ zk*BILIXStF5uTNvu`x6(EUbfrgPr+0hWo3-GCz4cJ4O&n82NPeLiRpgT>^*YV%b8I zt}m|}mOQTxw9VM@4Fex9{Yl%&5z^)R4(4joh5h++a&k)k+ISq!yU)xFJw4v<PFD~X z6&2y(<6~fAc8NScsBN)%?$?*yH23uNX*euETxmcS_07){L`w!|W)cP?pfnvm{}~Y! z6bz4wG8@YgN}d_%?#>_NTO#t55X8X1K*nc>b9HqsFE7XAus|*>EX)${j9G5=HMOz% z3bM4ua;)tzZEkKZidf*Sl9G}-J<jOpXcUQ1)8KP^Ghe_1@8kV-|L7=colbOOBG%*G zB?TGTi$71#LqkKR<KHEcw_RQ3^j%!ot6HxJn3<VN)aeC<grMmTZj~Ghxpm|-?L%H% zTx8|sEcjTaaWGq*FDqzmZQXLWSJv3nq|qi-Z#xrnxX|#t4|#<qgZaf5PuQ=~%+5~l z)>m6QeX7~habR{<D}&wqYpwkP_in0TKzvqqHkF8o2%U&X`&sqT(NRKVWaQ@YF$<G! zz5INmb3Qf^5hGo)to3?Ngle<LVF8!zw6yI^WikP`9qru0f~NP=$yzs6vMdz@0+Hdc z7>=uVSfW?R5!7a9WsSSLJ~pHp)im&yP^C|v@I7v&v0rY{)@gDp-Q3@203Vkd7#K*7 z-JdE=G&47+f;2VBuK1lt*V@i7TZ8x~P|8dIs3>4*e^9;K&J8SBYW9>9dAiBp+})*f z-<>EtyTxTONJ2m(VSF)>Cl*E@_y!57Ff9%5bzH#xVZ%Zt#XE%z&eF4MnM7)tPn$<a z%>FlPVH5TC3kB}`(?WkBivuI~{?Cush2UwWUAIS*qoSh=!D*EPr~2cQa7;{0LTYMi ztx+ee^-QJyL_CF50oY_&kW~o{4GkCf$L(^@59hHL2Q_1|pEzx&8D$bE>A1K)^1JQC z!AS=rqE)t_f`<TcOMro1p`q8k2A{)1nmt|K2b|PG6hdxk+v)Q7`FeW>d_qFG`1ts1 z!7=D999vF9YyECrtN}1jgrX1@q#F3hBn)jO_cJjvCUHA1gC~|_X;sJH=#9iZZd#$q z^;30mcTWZ=^~3IYH5iQ&Y)N5p@yhinmCO%61zrIGIsGQLc#R4jD*L6Tk6$AqARGJU z;OYsgrAa#Vc61e5)gJ&JWlz;uD#=hM$_%Blv~OP~QOevMHmp#Jf)A7mw&msJP323W zSuZuYPaG{Z7gEWkNOy;#B(k%!ANde>b$3&-u&|VZVv#(<Bq-SOzm85c0arqiLMFBS zLcPKrbZw$O`xOn805f;@tJ+h*eo#jf@u|WV{4LYe6c%A&QF?=noMdNbR{(L{mR)FY zOl`Z{V;ERm)Z3e{D^oWx2$<0V=a9<Q*0vO!gNfY0C%VJA8Y!J>laPzM{VF*X6%}ai zfRvz&mZZ1@C*sVH-oR8wMkb-GtPGk6Be^1m^KJgkoc8maG8Gzf6p~SmhmN~@d-QdV zD+W5PK6SM&Te5Vtw9?Sb?F>d_AYA~+H84G`aR;i}f0?*HU6Dwwn5DJlNV}6FZSlpo zi7Q>Z-fqs`Q5@Xe*w`5J9W=R;7Z#V6sK7d?C@Iw)1f18uz)6G5QZ+Cz*t!CFDD$Z{ z;PH;WAEBVC?e525wZ(86*^3DPU{o>*^djo*H|vq~v5~Q{shkAS7oCWt>JHHJ0w*ot zanQK!4f0ctii&C?N642_l;8WzY|B4iGP-F4aiE)$1B*tn{Hzg?FIAv)_PF`DP1pQB zfl7{2RHwzud5hcA(^Do-S$cakyX<V%GRIp|wd}8|o}OOvq5s`QJg6oGpaRfubJ<Ll z(8o6Cno%<|D?(58({=mvM{fs3#hA_2)ptUdQ)(b-b(2$4WWhpILH#NK+4#%FS4U^w ze&)$wy2_B{#l&=lZrQ=Yz<>+^r`4aAr0wfmYlnyWRPimhZJCBF_VcyzpaK+RWo6Od zUtM3Pf@RQ)Oda#2YuDK%!%5R9W;Irww`(U-D-<YZ^Dosu8Vn3qR4ss#_&RR7Tw4uN zQBWZMtFA5?0hLG#V*hVAJwcB-wX3V^hhRJTQ#2vZGS_InRIIG%R%%c)8#i}KC>m+N z!qtp{uL3(8TRgL2o1Xc77N0BSH}>69UPl@ln$mCIzMVM(G*3uQPM&J@y&klurly|Q z8P7k)kNu_#E&lI7Iq&G|`uyT0g0hZ|&Mg)mUU+bDx4k|RsEFXiX+AACI-80vEV;V+ zOZQ%Z6Sd+oyq)7)Ie07<h6-;45Fwduz>Ga7@adMGjgOc2Pq}u@g2}Ji+5!Nv4a7A3 z{23sJ*H>3ReaI6nRi7wTqk$O(s}xDy4niT|EEzmT^I`UM-RJV%D=lVaWi4s3z=4H@ zwVM5DoNN!+Re^4U1GF&A37ho10@TTo0W%O!x85$Vwl)dZz$<Uin}C1-T($U~e~dKn zA^t6sj**pBcu>#_*}?>30T1<k$G^o&q(nqSHvj~F^kk%^Y0VMevi1iaRQD^>CtnMC z7#NU*p^;huk_C#px`QSyHZmc1)R!-CquB!2qTA4r$QG{u)ig8*74G`)M{QzI1gp+` zH~OLhXZ&dM0~s0l<n*-kEYKeS$<6&e_=MKhC7=mafrq~?PER{0CK3Rfh=Z=Lq@)D# zt2g*Px7`VN8k%DI{>pG~P$)i<hycEVjDo@t$iu~D-tp-LloI{=#SQ~ySY07VP<{Zg zD=8^SP+7h!7*OF8QB_sd-^0V=g{pb#^kol}G&G4hIR;y&8X6iO12jw3uNMupw6x5d zK`^GLr$5$%?SXN+-1|G2Mk&*^y!=$3_CZX{F>+vh{IvdjaAc$qY$=hjUm9SJHNMvl zAoa9rEKt5NMOD0R=sWwi?ZSgIQ}UtLy}Z%FQ$X0NYCpSPfRFFvvY|d59UTlDJp7VJ z4ueMd&CEGq70dwt5js0N%MDsH{`^q}7ux}~ukJ|$0RaIT-#Xiwg!J^+R{P3C#KgOQ z%Vxw#pA~1$HSqEAr4tG!ZI2HRN3ISRs%vUYr%F@+J>CE>Xd3!oirzyEJ?{eT&CJxd zy4y|eN1kWYR8_;n!y6Cli~x<Hl)3g3O3TayHHZZE<x6}X2O>~HI|l|LKn-2e#Eef! z=voPU_Ft&Z<g|u$TBvq>Z2wqY(b$*<&{<R$iQDhSDd2Vs7gV&!<YXL{mJ?V|;-3j( zPn>$JsMmr3`!uq*9|1M?*sHy?v{W%x6R<^q`(>1zIF7Gy769tU4VWD)G@#Y#_%8@M zEO``n4FH~&ke2ovR2&9f(@%qFwf8Egq5A6T>gM;Y!k-+Xx89F!IV2<|meqzY?eZ`0 z-h6AV1YqA_uOu&D9#!2$e^qVsmma_{>CJ5<E=v(8^$#cAXdmmhH#gM<>OoyU11z@& z)Z3hZJ8J+~W8j#p&|;(cKisFA_D@V;Li7R*XP*Ae%#Tz>2>9=K?)(WtCFWPw(C7pF z{q|p`Bc6~C=hfAf;Q27eGl8c4&+6*;`Qty0IzKlr2eK$+a+}|tZAmAHi;Kenl5Dm& zRcggaAbhuzA1LG@DhdOLQ{%=XPJ~&A02L(&Sc&?N!M9w5goGea{Vm?-;gON1fG_%8 zj7t?16)j)3s+Euc(T7$56b7SVTNX(5&%wdATWNABjBDViRzCOxdejl^Ee0sqm}Rbi zUowNH7XS&8Jv<yz?gnb4^X;+r!)lyZh&x_QYpYObXed~ly7vPh*6u6LJL`I)z9WDZ zXy4w0>MCPxz3V?xH&LO>GhL}KXJTTK%yS0PfS7`UA{%+=@NXF|NKCyZx83^6`g@=# z9qx4{#KoO<{^ZdwneseW9BG2{{u&kaU&Bg3etCJ+_wVGAF+{h@{ekE}7Qi7Q)>w=X z0MJ&uou_AEu{>SxZES2*_js)l#rQQm{2eWAi3@2UsHOVXRm!xlP*MA4W>Nw7Kqnyy z7&DUunoKKlvjY04#km1r>*~0G7C>tyO_!Gh*S$F#V$p7NA_Gb%`FiQl5Bh6;(S)a0 zSA7!`XNIxW;MT%`#tnX9r=baJe}2jYJF70^#n1?WoKEXHR-5*tq7w0*{Mn{n%mif~ z@obo5?5EiP=H1odkic<^7~laa^vRTzls^G)B?)|R&ha~w$tG4RR0SN*FfKDwPFWcp z5sk#`?qc_1cQOnd%$I*E^#u(4FF%4P41f&Uovo$-fuN+Kst$Y($l$ggBy?<X9^3fx z<%^NE^#EW=qXjaF0C5?$e|-T8eEDh?5Gq(!KsmuhgFocGd-o0|S+@6lOl0gcJkrV4 zRgrd$1reW10sCzeX%jE*pSCpuJiI@EyOC2+q_Y~s0y)=Q1!p}`Ad~D42Y5oy;NVvf z(UUQeXI9@UyWx?M<9olOzV7Z|P#)L=9=yKi=kG2x^8oo-P*C8s`5OapWrnbb6`AL! z$8>Ic0#KU2s}(CkB@y_<`tGi_Id4U2DIL%h50^8BZu`?H3=9n5c+)2aHG6}|cpuiy zNXyHExP6g~CJ>rBC7l{h=hz+3M+8LG7>FC7f7+g(d=+zrM}C<P(I+0Y`QMwEoA(0V z+cQ<F#>UDDmC`-^{hD(tu_8~uLB-jfsUmf7aKL{1R--<^?Rfbyr&_(%qg<;R7VuJN zeK5Rl;`X_)(x@^}=#L@x2AcTwt5@GzTCy4&d4X~n1RBM2hD8Y!_Eo^{w<BnBI);Xj zWD=lQo}Qk50dQgP_F%a+6XXe@l$4abf`au_2?ls@^M!hQuw5rt3yzZ|DilD8L_|lM zgS3ADLK&LPM^bsp&<*H|!WZ-Q<^!2YE+Ei+cA1f!ERo8rkH_yu+t${WmXU$^_H7?H z_xQX{M$vjAFW5MB8yj?`IAjt$IJ-dcFR&QNkOAj4AtE9IDx+Gj=4~fJkZ|cqw*j%e z+@CqF_jd`yV8x+;ho<#H3^4`<nfuYA_JkEDl*?T75jsi(wbpRx+4&h>)ye56P>77y zoCE_43%WjQA-DyAC}{{6foD<$n|kC`334~-KZyeD382d-hFIDeL&CyVxLxu~N~C>m zw^FHeb#;Mg_=qnA?m*T0a5j|C+S&@eE(#v2=-24z)_toYV2cR!xrl7L(BRw)c^ss1 z8g;-7^z?|cb8#i-_+M$$QBf5RnjT+W$5YAx=PBvG_d!`vEmc<q(K_On-8Yux_^1UH zDTQ*l1H;4efUzbtH#c*7ofugI>j3ajfGpM^cM@u9YRs&xXzQ%T|5G)bpe_w8Ewv7s zHaM;@b2%>SfsbN3^<ywK0Lhd9s5P84un5kfb+l?<_qh48>1d%r3Fr;mt(7)_-xL2; zz4KTiKJt(+U!=idh2DbGdV&%vqf5_x1cBze*i2NCg^FmMij?w-ib6nDKjL$F@c>gw z70?taHMPmXwI|QWdxxrRf!09jiR@?6fB*i;=K7sQfI3YfQ>ZEfepUqzRUz=gu5;8d zvxIy#e6Hp!sT>_0W%9?Rp>G4gDFhp?;k_7vMN<GA4;f&PVJe#!Xz1u<Tz~|W1NaBk zb-<}8NMX{I1%^(QUsWmZF#rV_wIca=K(C<!5gLd2U*>XKZBXGnV;HFa=GCh>!1|%G z3GjaD3{Gp+WQ?rO4g<i8wBhl`{Bq9$s3cI4AGOtK9-0RdX*kRWu_q=b+*B9HUwzg9 zI}Yyc_jJ1rOc0HgwO0-3`RV_++X(d^fpOXNzhByu9~uUS9xy?uP2!SCDFZA;e89ee z(FKY=H9Na%;QKfKd7Il)5oXkkj8VA(cM+dHeWG8m9LpJ5gt*><=Y5TY)ZN(`L?Yy~ zV`jqmpD9X$;-h5Y;_B*s1lhg;#l1{ki&6&j{NIS_!_6r&5ifdRU?8Bo;sF6qFGm*0 zpbP8DS2#}m2gK@EpvT5reLahmat$Ct)YPGyn`S=1cY-KXXiNeQj!Gi<+qSCJqyG^H z2j^qDVjI8@K-i7#?fnhaz9K=F`z<hmGCnae82CIcx2+2X7a7CQI(>5D1h||-bCt;> zlCSSQ{lekl;c??HmymQ0%VpPp%Kzi%#@^iA(ATi8L@Xzy-`sdDdv6m1Z1P$7`h%yr zj!Pn;z_<RV-@|Et6h24M*>!n2Bk+X6BO=Cc$-{vHJD9JFWY%x`rcUqPbo>nK{P;sj zuX_(;rs}STtDMC7@rap*22n|A?EdaxT9@7RV3ti)O|6VER1=UHU}iz%$>(`Q^vyoc z+0CuoPu|96&%T0-N3HCyr=Irg;NTk$4i4g+peqS0GqW#sb#-1C!f^lZn^dm*EGk8W zFTeTJ?7rUzDgv+by7-n-nMQ>d*b(pp9MHeKyu3ewDKNN=jf)FqoF6`XxWK9Z&!u*c zTGp`u=z4m6UG-~Zb{5apc7N~?AQRNnEqou00A%DRC6PyLKtV!*sT>;z4-H;P@P%;3 zu7U8)>dQB8-gupl@C^L^{f?J6twOh9ujNYOKX?4DOp%JC+4H#atXZDg^lWngB%L<P zDKrN@D_`&WPYC|E4`24s|35AB|CPl5f4J}e`%>v)z|~OHuwhS1-4nou-u*_YOs&jf zhNj)`;w{8kn^s*mhOp$sfh0V+1_{_lD|xS>85{Uj+JZ#&G?|@}E^>l=w!usI{%!F5 zZ#c`9K3=Y~Ziunzfj_}F_0mh?AJC`@PKdLg$7M+hDou1b#wSCROMXkxD-_X+r0$%s ze(&yviDN+id417Ws$!Z&c)K=L!q)dT#V1A&8Z{Co@^o)$)SPIUGlh-8WVH*CBZ(|I z8daujS{8+Z7EX);%0W3-nI^B8g2-*&t1*6<;X`642d~!4A{Ene{l&NeiQR<%7Qq-l zEJ!K9A$Emxk(a#Ez{nnHJSCE9^{tk=w0Bak+9zxMJA1(yBQmloYt3i@uSk$>gtJ*8 zWnyxI{8XDhOi6UKv(0Mc<Rx7Hcrlr*n3zy*HuSnvq|gO=SlE0RBIG#z5qeFS!qzR` z*>78O%6}uYyxg`KlO=1`NCuf<{4I|Nc~AJzoVm8DB6{=}uQE$OY@*i{dut2Bbsdk5 zCg#Pv#G&f*lfKe;NAsDa(&XrzF%4)C_L!k-SF3vwDhqEb+ssbok3+F^czXkJ5q=(e zb6Z%G=6^{o7H|{aL$0f67fV4!of#=r)98h*=l5v+Xhy2%&m<iiyEO=*h2C-<LhDkc zPepYHOE-?o+qUZnGi-P0WaE{8)Ymsc4AINmW`I7}EB9cq%L($--P7VDdr_!S3{Q#0 zHLhC5wu4jg1Qz9&d7E7l>xN!0wyWALPQnhQV@B6EW4xG&l_=Ki5MEny{QSxDU7JTU z!((46QaJWSTy~C5`m7$GXXwRHwOMgtLUzjF+)G~=Wou4egX0Vrhs`k4;Ls9I$-5S! z|FDdQJiQb_K#l7Z--43=%E)b<`bujSUE)n(>os<8U=8*2iSfE&AaQ@Gnls)FC91(c zGef4;sY<x-S2PLf31c~h+piw?F`tODtmo(8IS2)Y?GCIKE3sgD;cqGRdB>7nRVZ^r z#3n*&uyL`S_||z-DPmr}OB|?nzwVivsdCv&Dy`eezy#rcA{1v=L-8n@=QC5B6;ga= zAWTon7$xK`Vr*(jaL8ruxRTTT#bfu*dXZOFEulK#(S5j_tCn!_)3>LbEWSALo=UG@ zlSq8^x9t55z2o1Kg+`hnCi@m|KFOMX@fCe{^dbl*DK#~o#529e)sh}7>!4O$)s!Wk zz&Bzevrb>Fh`XMb=L}0<4SMt_lqfm=8u<#PM=0M+uFQvBX|kN9DG^RvO0v`05inRV zOYQFb{+k;}eOOjSCnMWuybfoEfKY;rQmZeouNN+qJ{m#nOsPM-zPM&KO03vd8Uznk zvyNdDtQTOaVGPj=$_~TzATfZu+Cvl_{p)6L;wscB6B$iLBNSb;>+7(W!QNGx=V(3@ zov%c}W+MyI(~C0PtcZYK$6~@IGH>hE?A>e90!o*T#f+VDs{sB>4###LgqMiEszqb( zfKZ@Qkm<Y~g8YuI<zjY$AXojX_u^`xx^&^Dsqc5))uNBUWtVA*i-1&weyXgzsdpDO z_u3XoEv-XoBO^XV*?qOR%$4l*#0WOACkL74%8b{^bSlX;pU`zVO-p;`K>`a}_KC3u z<hf=ue!xhN(1luv8TYFXV=0}<{2^M7zR7?u#{JXXiWr^ii(1$!q`6Eeca$TfM<NV6 zLmJr8(PVRGwCx}{mYNYK@F!EP87q7-Ra!&m#l1$>_V1PPn>x?$)|R;P6-P_oU36#E zwehW;tCJ;qHAf}leYsj)rqpkWE@9FZ<}|6f6{8=1Vqo1tA@lN+w8f9S@0oN=#jm0& z@=jrRTQiPc$6vS|4@?i~rh7S&%iS~e*7|xbzI~GHB6L*s+QY6M6O3FK6UjR}X|!*r zP6@5`p9s_N7vl4!jYt&O7?5RJy_x0($GyL}kQka#$HpFp&Vx8_4uo2(uP=(ck6(0T zODUKa7R4oJbftfN{TLNh<*8teMTD3eO8fV_Ep+cnbfKwzmAoV`F^|F|)wTQA$%cwF zmcM6hvpcKRBPFC5_e{2f0guZu=Kfb<Px~1?)#+)EumJW9X`2)lo>%`P!{0X<9v+?T z`5e{7RW2@4M4F@KE@X@$NXB%$KADr{nG882c5w_O<?vh6Dryq9(6i?&)EPm!+vWZB ztW0r-Mw9mEc?-mLP^p}Y3gFI8_J5%=r>1EC@_mARisZ0!9<kD(=ij=bF!EiT^L_tm z_W<e6-ZYLQlH*iPju)e$<b!RM8Xo?@76yfL&OLmQe)IArFFOQz42DqfrJZ!-*cud= zz7)o}(M1->X{TwGLLs5uLlKXFfpkxAN>b8`(>6$|=55DiW$6&x{OiY2No$&mp+?EG z-g8Pr!LjPVC)kdz<<lavHHDup9`C6Wm-dza11U8qNFhaIhRA=HPl!)Z`x05GVot`| z|90XzS>NvKTu&RreHz%__Uk9&5WS$FXq2ON7INcZytAtVs<n#eHP$sO#$5j^!&vKm z8`*1&0I<uMlfIQsKF2sNRXEO8BUD}7J*x|S@t-Q0wfONg_ZK(cz+V{%&-&i}`95X} z%pDIMo8+d<i<=>{BFgym1o6!rVi>%PG>w=vD5kc0zC=z!OEvnha6h7hbMf1ZeK;vj z1-TSwVEFQb5oRof9REO1J(l-b6-|V6q|xqNA@VsP!l%VqyqV)R3hzN|cFjt1??H9h zgoJ8;&kO%LJG{)Y*8#(kDgKLmfs`TP*{}6l6NYwM=i&NC#=e4c+jy%@mZ;fY2->p7 z4wkWyY@uiYw-?`7SyBs-w&`^p5}0#}S$V>COr^qwJ>XzMR3ln7UuO9`4twXbu~m2o zLPM+k9w41rQB%&anPF8Xq!c~P6v-KnHI}WSkM;78dK>C<#wc^PGnXs8sD;s|?x|8d zUf#H;kp{iTT^iYhM5hd4;&fSe!+suR`V-r2@eOn-%rQ$B7fV4ljNKjyeG2A1g11+a zaBj|dDw)k_hXGolebinE^*tOvsbI_tsS5hUS9UV^14AFm<uS*s6SIHrkJWfMcLS0_ z<VT>AkQoi+VzeAMLpP2XAgbwQl%kS4ifhr)JUFnEuKdA-$QG`{7BQ5h#%Fm04-@C9 zgVVU_@}Y+%DzwBzG8w$_2bY0r87ZMdGlu!Bt<P_f!JDoWa#@7h3CS8ArAx1~_`d10 z8y}yYe|f@*HWcXJm!r0F^TVmdMvx^U<m{?`PoZ-eh$)lsTV8Q<aE?%44L{<wo<jJB z%?F}l54#tuGeWw~r<ap&aqjPox7R}S$SfG%0&qNv1?Owvz=uy-R$>VGla%kzvryaA z)e9RlrZ5i3p&3FY>F@YWit?tPU&&Cy)aPP*zXjpV&c&aM3T%?T**ZJ#c6ziHmi4_y zj2T$e5W6Qsu@Vv$s1-1=gw?i&&zdC}8z4UQ;;y0kR)(aA!e~>gr3tcNcPFYapW{j2 z2PQ5z`y-#4bJv`70*n4T5r*LNFf^y9lNT_^Q#M%yoL!|VSXqQzebqrMHWbxyMIaNL zEWsh8=18uOq`dr>f}bw0`>MqrmgpWu2etq2aB_og%gDjcIX~wMBz|7cj?US<!8UpR z+WyDbm59JY_phVblcN&nlYUbu1cK^z^kOezn;Iu-6OmFWsxYfLa&9>A#dD=8?!*bW zE2%*`6uyrmMi`v8e$B?t(N9x?BK+Q-mX6N2`|gs{aYt;h*EN~rEiRyJp8TI1Cowvr zLpZYuxGKwAF_5gGk`V_0ssauZM=77g$KzLis2+;JJsWXeuvxJ9djd&J)w;at9tovk zMQ8dA#}2mm<DAx?`_HxjvcBnMW9vcnM@>C$>uq%34~tQuPF)+HLWnKm){`5iFwqp; z{*WjWJ7&IpY{^@DMXtclyRkBWZ|Zs}M!IeM8wJ_v>asiEnggcb%%zgL=c9)lRZb*1 z16QF7*$9>{H;j>mZJ1hjAMZVPXQ4AzdA5G9T`ySgvkEl0HT&*OrE?9G96Y$NVJxu4 zqS!9*YGOs~H^-d^&A(z%#tHFOg;wkRf9Pd78#aCU!Xu^P^uT+{(i$~cKE}Gg&@g|h z!-qe4%V#(*xTY}mB(8X<_>Lz(JfG0?^@<CAu7(Ha{@&N@`^ORHa$9x?5g`wn-J+n? zbUqpk-^>I<b5Uj1U*>}J>=apmW?LUJLW?XKZ|>G6W=T`~o@SeTzcvwq`J(4n@x$tg z-sU`N<A<L0M0pAp<QgAht-o=14s}J&WVVj-^tT&p%regN*Y!%e`ldz%6;e60Grc=~ zMEgBgAI)I8oKMLIUlvc{rn+rnRbC*$;tAW_jOkCFohYy_1NiI18ulouVrS=27C>7s zo(BKbxe)h}sliZ5dx1YC_K2(hLO3a^Vl(*Vj1{?YyFWni-U1ev-&tyGsz-3YvDo+; zbs44Cj|apxmKLm4O@e3gZwtBX&>&mmZSYFISn>xW9aKc4f@kS^{pG$nTg!BBFKR=# zr}dco6heY^!DBg9;Y^7>(!e-=Uv8=anc2V_GIruR{@*w*eme7OlM^vhLvvY+_+!2K zrIb>Z@kH4n5nGpYAqyf82VG4b`yVo(&?Rn2zBX(PLQ2gmaqIn2<FzJj9YuwnU*_uK zENO9QTM4qQg?cI!W1FGbN-eAW+dL^*u3-D^hEc%ehbT{4I0WUvWO<bI!J22mA;3`P z0=xy5mYP?bpV>oT@105W-P|bMuk6?Zo`WYgv9m13J~)&tNRS>bj_k1gdQJAypSN}U zP5gajT&7A-Ufuj$2w}bRH*H+a@+@E`{H&xyPMU{jBfRU{2&Q9Up%6M^e{D$)arwvj z+LB^mY><*{kMp%kaS+b$O_zgKze-OzuFlf<+_YgOFj1C+3D9=H+{m<?oT@l{Dy!?q z0J7-npM^I;F9>vb{z*LJ-ri1)$)jZ}#)+Z-vpE+a5d--1xGs%+a43DZW9m}xK*cOX zJagPGW^9~y?%L$-v4&(^Dt_>lMo2id#6Lp(P_C!0n(BqVzO$oAMIy)m1!henfS`aG zGu<JJCQz~`R9fjejEW~XaVH$qP7S&j#XPklz<{LIBj6eLP`Ksp?3s`qvjo=EyG6A4 z;hj$vr8=3zi#l+~Ms}{cWKJP78LfRWjl|-X5*z|{+#K^`joZ${_m|xreJNiWmcPFf z%$m&`Tf3W7D$&bw_mk8?kcE#HBRaL;7oF&pS3Ht__s@*r)RH}1Bryn*9r}s6k`vWg zytJ~px1K#6nSlnkJWKD@&NSgCASEzIB{isdXE3p(V<V}Am{YKHpI&rKjPKrA(b?}u zr&qLUiK~IIqE6VdpLe5)fCiNaIw2vFC@^8uc%8}p@2sS%qwv^1OGLi?=&k7F#0ol^ zb;Nr@a~U>aoJ-ZO@Q$=zA%D{-NylUl!R2o4xRcx8-Ixoz8a+JrX53hv_F~lku*guQ zN<^%1pr*8TcBzS1XHz(&_TvL};@VUPW-&sFS+T7pZVZ2%xQ5OD;n|)pMb?(7I;8WD zKY=_wsj2HezT;Q(PRE~*co@y1UX!P^PBr~4ElWv37eCot|H8<`K6prBAUe6GOxgje znPFO~IlwrRA8;{&u?6$fYMdO}B>_`lir~>;KxdPu{qah7%T@gvVxeOHi{q~c)5mn) zV+&6@ID}WVNSlzpvFe*)lOm#wuKE6Hlke=1?Nd-gR;x|;POIAAkEe6!k+5NgDG7I; zr5C$<D0-S&<mWA|BEVf<Z|YgG(|GhGW@~g*E2Q$ZF`=#)A!fLHb`MrN{QdhtXo@69 zfY6X{>?9!C9B#3G%R!knUcX$R*92?<w^5Q=H9jIeQ=8BlM=ZTe&fYp17;a_<lS%-A za6*4<**T0v|MF>ofsIbkp%%5WvNC7S*C=y#a%!BM+(&NSXX2pq+_U(s`z8oiL&gH; zY33pDAZA73g9Ge&*Y>GQrqa`8nyjy{U<xyt^@G<h9tUzT!0~1*r_*?`@!p`|7r%Na z0_Wkuhs2oCo-FwdpfXfVeno)onF^v5%+SG_?XKucl`o-#5+*LRt}<_Q7%GVn!0R>n zOz2M^_};kug5Y_CM;eF0*t=}3Z^zmu!stC_m>jNau#D-0Tx%=k;NmbhH!s(NB($^$ z0+U}C;tz&`X6NR>{L1@c#q2aTQv?qW56>kf6%`B#37&+n2M2aAva+(E6pvdE<J{M< zPZ;zim49v~%^yHV_D~c{!BdoZU~_s^(jpg;prjMnwJ%_3*$csO^W0UGyH9y0`4se` zKG#3=*L$(bfJd(MAx&kkCs<V1_KuGErul8p_QeM#=ko?iKK{sXV$E<N_qwzG>5(s= z9GC%@d0$y_*J<Ef;r8fRis1qu6aC<1w<(2=!|=s$;w^SAp90uI>`gP*wUhVEM8dB= z^$jCi8V2e;WUPayFU+qQP0aLhN7;Y(e+<jxBa+Pw=%lR;Yf7N|-V_~(ft;~18JP88 z)Ne{^o3U)t2lJHR$HwMnFsIo4<uw+V1KpafHZA$<Svis>=*<osb%_1_M4=qpkG$SD zO8SYXLwxX+eVC>%2aoO=Q`lBE67XfC6g0{8q!vA%n;zVWn1sL9EoP_`<tq;ywTJZH z3~LjmFo~(Ci$_5CBDxK~{f1b)34T_P$%$IT!|~QkQm%YF(Xbk1JEiTLErj#VmdSIM zqG!lI(cy=ui@+|RR!K{VQrEbw`^Gx;t=jX0>2`SEGDcx3#0mn2e;dIRsUPr2Wi>S3 zT3B4?BpVzL$U8f;IXgR>Sy=q?xwL_H?5_^yf^&0M>|+&VWxJM^vcdE%7y|7OI678j z;;5{wEGRC1-tYBN1`e~`LOlv%yHU>5CEk^V%~ku#Ze?t0?@_nWK%z7~mh1{2O2bs& zCiXV#W-eL5+XD7sPrT!Luj`<7x|kTU-RuUsh}Nj#Kj_V+YOJjW@)c<Ce7)jFa^yCK z<ROqkm=aC|pzV9w6R~6|@Ig}zc)ldGq}6lYa&ofL(QV(d7yb>?B`{~@AEY?q_oZme zSkg{2cN#eypL7f;^xB@Nw1n2Z*K6Oyn)&I|bJ^Ss@)i6!Vn`pq_cTkE{iqGI_~Ro3 zu;Fj^%Bs>t0-x+--QC=Jz$1gs{GxlHP2F8g1-ESBuRa4>MU8ornTtge>^CnrJu`iK zi;=XvDVjZAZ_Qmc{2kSzt4PCUk5CbitlnJ2yz{!uE481zj}e<IAp;{l1Ig8<0}IWu zNoc|a7hMu|QtkOQ_`#%KCS+w6`u(l`Zu?Z9T=D)=MdGby$_dwheN+1@zem&{KakKL zw38d}dAgSjn?G4tJG05)j$x4EzxSJ>OBl_iV%Z?rMm^eE>}>tyQJa)$sHT^}*;^q4 z^Uvejkl~8fpnIOO((p3ER!ive@=kxWZMens+)HG~KTAH#t?3vMLIN5i4pcI#$tlU1 z`mH|6pu+%$NNo9j_|~v#kR`s?hV=YxF|kuPW*59Q1ht&M$*rJWGmu-{(P+IhqI{<v zHhKN2ITPE$qVehErL|$ez+c0Ft-Uc3HLoY4QP+RpSpSY8H^?T#KF5rLjU?wL&&FC< zmu^bxz5RpTk)|-CIQcylaTI0WvijtaRk_sZ()MdvE;k<&9W(jv1K)Z+d3bEpJ77w< zR25;>IpV6^d%T!m+o%jsU_kmhVs~u7Kn?iP0;P<J&JHIk4RMhk{dQTU;V#o#P-j5D zHD4)L7z{muaggq_t)aPAU!F`JM`|9PRA{rx>d!myu+YxzVxuz{MmYf;yFHGB1w7hK zEy6PCF(zuR;*+BRWGhR!Wi}klZn9lUUhd{YGExNp-<>_ddc!Th$BF|i)K|eEl2nnh z5swGso@5)P|JiGA-z&`fsmVsaYhoLgF+?Gu?D!#bFZlU&94k2&x3~TEJ(#}i**7J~ z>-p?I-8ra!hA{{;9bB|Enk%UNm}<NQl(vcqj)jh%@^o=-e_(_zfhC(pfGPR6kU;oi z%}W?p0bjj`+6wMU1z6U)Hvb@1K*Q(Hl!ir!6#1ic@+|Dis(qp*ss`j`W#51aDGEBe z*I-5xOoPp~cykE(T!3-5PoSlH3fkI<>FE*q`4rGLd+%4Aw7t@hH3K^Zlqwny2~Nn& zO9l(L7`=S^?A_-rd$elSS|hy^-o7LJAr_4GKT8z?(d7g}PV)a=-sPWNP_9)p(8ffN zUF{Y-KbfFX6AK8Rw7HD{+MdI5UmdVTU0#5Yg{DBp#2jYdF6nG_NCn#r8E?#{pzr3N z@zSD5vgxLew0w*EHqMLt>rIK;{3i7stad4#Sz!@6#8&|3?NtmfkHZH=8NLt*A8qd$ z=&em9lz(RwM!P5a1awABS$dhl#`r!>Z&mw~&&)k&8-nq+(q5|{{iEt5>6FsV3wj(p zwp^-!^RZK$jQBKN7i8-4c=Q}XbD43s87?>s524`H@$>eNWXhIDRQR>Ep7tw#kK^dh zy~5Nz@zj{0YVrFv;acy-|I8p8Pguyz*V*<nSSerzt&B$$W$Uw5my>cJ?SCCq4wf>K z6NIf3yNE<OgQ%u2ipOF4M+_%Xva2P)+}y4@0KZ~&yd0inL}zt%5*^ZV#LPza>civJ zRy7Mm!wZEJi8S<n$$(vD;fc`D*EVSBva+yw6xNR;7S(7Ae&&0fj6x)?gKs!!TKS!L zbtQC%HxcxH|1Hrnbx|1hb)=&Y;X0%}UeKODok25!e;et|SXQs|9p@&&h}fap3@0`H z=R5C-mN3F?R2o+kU%_;`+b@n08$DNE1PF70OQ6_p`;Nstl&D%qo!BkE8T&VH&hYi@ zywQdGYg*!(IPtuavj&0;?r6N*8c~=AQ}>@)xQ3!2FF2b-LN$hQDqtBp5XtfN?ID%D zNSpN_mkoJBN|j*Gr?|41r$Ra6M>-jyM+&0p8ecg|8-|%Bm^*v_2hq=E6{}6;R7iiR zY2EtCiHn6j`Arz83m3NXXHiN6PurwlO--C`uLzSAn<_-BP+um0rY6oh1vb(_sauR= zB*m`DTT8J-KEjNs%v_uxp(Q74Gi@53lnV)avnb8TcY2u!3AS6JVXM=65&RMd5vF>= z{-3*A^hU#uw*7VjVC?jkoZFXeHr5y5g83U6!$GsfP)7T;8kz#UkyCdkXM=6!c6hBg zcnS{-v_I@G(Qk+j(mcjK7=7w*AvIMyphnf>>nI3L)SC4rbD8VL=^r#>2QK2<<OUwi zWqbu=b!;}VN*49GGhqv&N(rbFYEcihWca8f0VqZY=g8_!ajk!^GzMmoktdIz&Rm{X zPh`k(81UH@ny(71XL6EKljGe^1*>VgA%5&x1#;UmvF-9c59TrUT9HAr(Pg>q^@L^G zkp$`KTIgS-CLQD3F|u)@lk;%$b)%*|d6S`w=V?km$~Q-Fpo24jd)!_=H3nblk+G*f z?J-nx61?Oc8fD%9B>N+S#>RBTsa{>ejf$g++topI2z_qA51so8I@Fwh7Xg2>%4=a2 zkHWWyJH;n9T<4y2vGews*H#A7sSmT+IL8CkEcM@M(mFXz;cZJsTVGGPLaEs8)N2!^ zFIa>aiUxgLCW=H9|9aS<jjmIxX`<MUltwP=(56s}!MAXE0g*#7rcW}5L{6k|{+}T8 zdSe(%?-KBdt1Gnl?gN_A>1&CcThVWncGxasLONh#sAHn6`9gQYiqAjZXu5eEM%Bn% zrqC<%3v5)oy^h%EPpq-#7)Yd6aXVtXA`Ofxk5ODSb12K(;6SlnT1lMrtwOIB2wIFH z|1cxrdXcL|fFOYWr*}(4SJRb;K#jvsjDMYQ0z)PND%U`J1G)h&P??EMUhhb4a&H0b z-xw6X)0Sl$)9p1X4Om>bJQv0E^)r)s{`$fyOGE!K^$=+bw}S8H)S%fQlW<fuw_LN) z{uWjfZ^G(TrU{QT;}%{bn&Q7=5|NM1wxSMZU(OdHdYAU{^DW+HjQWz}w@AE!k2nY# z?w)B?c@YVq=kV%aZ7}4gI=M%0B1x_suy;U@ZGGKVMpRQ%@S!4p$)5Y)GcE8hE1GHQ zk8<FIxWf~=KCI^}>MJ?K#K$N7POgd9<0Bk++G@{d<LIXlU9j1}_(MeDisYXQtP-D} zY!(!GGI=F9Hq^E0%G*sv(DRGK#nEfNWrmYvWb8%?p8||2Qe7`FcE_B^L1p$Pcp8nI zlP;+acZU6EXZB374>}OOnKK3wOFv&kn6A(~@2Hp{p!HogAG6vmHqPHy$^1VhG$Xl3 zAC^CP^p_fZ%B+!&VGS`+OI(65-tQCPsdw45C@7~k7+=6Sh5-=DpliRbm|O5pAd=(W z)79eH0p>ukl_4xpfXgnbOH@zuz1NgEjyW5U@i0~JEk)OS=11Z!Si9l#qCp|?3BwPV zs=p$SSkhluajWaT^4r3rl=x)Yp-;N!@NZN%$nmtdnk5a38!DHpIVMK1uZ#4XR!_Iz zU@j9$oNf(4TP?-uxh6&ZA@s+opcf1Jb-+~p-KNvAyQCS;A1CbrT2q<^t0#9>equzg zcMd*>w3Z-3aFKiwVSTTtep(t1%F0O#25Mw3X1$`}y231Fo6n`#*Z4kR<zzpBT=ll% z!~s95I;60z8zd5f`Y_#w{n1D`HN^$-C~?H76S2=Xhy{JxtPN7o`vv}Ume5<2{89xq z7g?9IxBMvj%s!Q1pmAdi2d}{~R$c3NvS)wX-IgG*AhU_{i_*1iU*T_dpQIn|aMog^ zph_lTCp+6{!pc#H{aR~I?2*!++;#U=2X0W~9amv@O*cOGK7&E-Gors_be{A5sMYW= z9W(9f#JF<(;{}sQ+Y{^%bwI~>`%GMVR>AQf`1gO}Pm)gfd5VX#!&C5ye{pba`pF&z z<Gkqh$Ax`KyZNRlRNnk|C>c<{BSmQn7nc+IWGP*XL^HP{3H+YSGXeS?e{av}_&rgJ z$1L~l^9IB6)NOGa>?S%RZa8MbXVW{jCN&{`viGLDR`Q~_xCC|1qNSJ|Tgzxbz(4SN z^j4W_f=5*~&5z&<NQ#s~OT_dK>Vfu^BTdHE;b$A0HYS^xge&Haws-Zn?`GiN-+1zj z(Q%Y?zSEg)_~R<>Nds`kXLW53=g3rYHS<>M?!=~}%r9`=S6JW--#%;J$h@Tavwr%A zpvU`T)17^}2^y^5ORbr+#krkZ&5kO*dyZhyVDi=JyryqtEMqvykKBXG=}H+BU&i}D z+b8Cad+LepvH0XDbD9qDpBH_^s8dakw}M+!(d-d~#5{ZmQe%k!t;dV?NM--XnxS^P zbdk5WJAG{<7W}OqSjF!v(FgM1O(7yt;JVQ5V`_wIv@D$I`-izIfo~#&9aN6NK8P;K z!?-}|-4Tw;%3iOUKc`w-&BaB1M-~=%m<uL87EVXQ`*gqF3%WC4Y8+|-B{n-6MiZ5B zYt0glpQeW*KbI39BHSBUm`bYz(DgU;o%Y`Z+vNm)?LkWaj<iRXHa9!bq8S(}pVmnz z!jd;u!p3Pu{5eQRLD7expXYHTR}C}-ZM$b59tD|0LsV5CKFPGddsRm*ERb`HG0$hd zjONp>I6~)2^W9uBj9%A*q&D+4NeMchXsI%L-I99F{Wc$Wufz8SOUI@rcmK4X$1;;s zq+`i}Hn=|o10MQ5B(t<>IX0tC5xfLmF~*<2$wS2xd=QQxhHdsnH^FGR{>h)tTzT4> zngq4Kr1G$DpModS(lk7zlCg1IZl`3JN%(pSPbjeenPEXJ1>$|{O}}XX@cWEVv9LZz z{wiALakmfqi&Q$8K@$<o{{D-6p0_?P*HXkk?4k<PP%*TYg3b~8H$fCLR=So)P&S#N z#bYd<i1FZar&$!HSX}5oL@<zpVrTEHTN{^TJ^5P?@^xx#dr_-o;^&jc$Ztm-_O-oa zJ%D(wN78S0Pay|dZlS@p%o7EmA48nY#{KMAF<-$TTSq2b@%hvmN8Vc-UvpH_g^e)@ z$vEt{jM9e5EE#hs@dxVEjlJzyC1qW|&+{fWOmF+J;r!>YYa)Up5LE^~x`QGlfMF=$ z{=3rT?J8nLda3gGU+hyF?Cqr)wdGfSFVQ&ACf-b>xw?&Z6JHDe{zy+$q}Us<4#&#+ z&bJ$ZS>#%fN+!1NH;%0(Rui)A@JTvZt#=oaDH0bv9~IFfP0C6?vDt!Se1XB}v}f97 zhF)F=@Wu2cTLu|cm{)Jd+P;r`v#fSL7o}&RIdX#&2+SN)a*Q!L?LWqBvVhmbS{HA~ zeK++Tuy~7*5!lr_i>ft?e?{BjN3mAv<9V6Q=|{eAS2LINUitZ4f@1j+6r-a0%)t|d zZf#FzVt>Iq^mU>$*0pB_Q0D&r$t!8~Z)Er342h5LK_>Y;q<PM2^Y@2jjP?THyE<1_ z?|z06j`vRj2oVJ;Y#XiE>B;F0s(}TZn|p5=q(W=;7XkP>=~d41tgp}HQRz15;Z4*} z5TSq>9S&gMzXQWLh#C(;h53`0Z!@`h?>I4s7+!rq$-otkwGEj$VZSypON_rm-ENEU zgeU&7V?j?#N6}Dn(dl`D4k*gVVFpL-sWJ>TX@<PPz+>H>;D1JJxn9KlOzN*PO^Bcg z<xC2rcR|~G25c9Qx0ZhpneZP}7zhv+C^UbANgj)RmUzaeP4s^5e$_PH@5joduiv7^ z)Dp19Sr!fdyCe-P?k{`puJLBTMnEv5q{6HZ;2NTC8GGOftvTFwj1Y2;`laf82>(7c zrkKR?@9js?r5v??iqL$Pq<<;@cfPMODU1#l!Jh1=o_9X_jd1JIgMF4lmdv1>$#S(f zn&$!HHy7tV(>c}QyUXASRn;N|8tVs|BwQgM3iSh_VQ7<q#gE`aSpbQZd~!099`nNu zjBjc-g+Qz5im@<z6cgj?o$1IRQiXpbhA9()7hyN``(I>D#SJVFFcx@feEw0k1>W*K z-QKy5k_wAjM@ZYj<?%b@s96{V2i4X(mTrfWMD18iu<3Ge@mUuZ{KH;1y+$wN$(;SL z@q`Y!YC{To5tSq<kD5NrplfJ+3)#9j+mT=h%Q(D?x8>v=xh3kRR*=r-2rK8ZrEPM0 zky_RMVRuI>zkeFh)Rn9AWsB9{g<vEpHC~8XbH`SxkS1>{OMK}2tJ<BdnB>IjHZgxQ zFbKtIvk(LtPs$oPA0BpJF_WNdnP|}h2RuvYXIKs5m64UnSI1_>8_y$V>RqfaVLxeY zFmO3oOw6r%(^5=9{eFqX#KG@zzBh+fv2__RhzPnmRvWXS?@<t5u<ou>zLB+Us}ud7 z-pFFWEk4k?A;pRq9A2+(jg7ei?EF<|x4;0-W~uXgL1BJ$Ttm46mk8IeL~ZU%R>HvW zcYM@xAl5FR9W4l}JMp-s(sI>Jo|DZTrtuQN#Kc^|*a4NM-VU6=d~Hq-Y~#QxG8PW8 z6*8m`t?0Q}W3e=Wa7MsAa1Vgu#z0ie#~3T0SqJJyl~;OMFN<dc|ER6lUXpl7dh~4d zoIXYzlM06-nh{}s?%(@ZLdY{cJs#y3ZyQNk!JnZEzRafQSK;O7=86zF^`=Tx7sf=f zsK#fSZQ9>E>xRRGxFiEi);Zhk$Q5rJZYCeUWwlyV_gir95-nW^-Ev=C7NaM^ZfybE zH``*@kq)%)8^P>-8U}wbfaA}^!Mn$Q4Ohs7ut6hdR*Z?;n*l<kgFLe=e6{dW=&!o@ zU=KIeiyNUmPsPG)pBrA1xWQid*g`pnsd4#S#fiq#STo|03TV=v`>5q)V@Ej>B5t|> zh&BKDREAZ4cR&jc33+m4K@s)utv7-hb>CJNj?d>GR(4MZb$PijBmkiC3r4lKKSbSD zwRgn8izHzBt5BwXc1j$n&g6^p`ep#FZsh6XZ1?+e1cGiaoI*ObNq(T?eM_{Zx%0lv z*Q2)twgYx5jwVYAqOyvV>GfLJyVS%wk3$MB(vkLR7tW%ES0Xu?)1gKBdaTNWGObzN z|89$+`)r9yt)ih3s6kfch#al(YG*k!Z}K1O*$}DqV^7>dQ(i#eGgHi05V1d_bgtq8 z#lvMUs@5I;0rg6f14Kx<P7TaT`FC`@cYfn9MIQ6N#r|ZkT{rnB5g>f&dTHV<3P}5Y zJcZN!B`)~#1a^+F!tl4wO=3RPGUuJd^t#X(B_6ZcD0H1GXQ@KAcNBcN+3mT;r(eWC zv#z+HQ68k<1n6|_oE)5hwM=ZV)NK3kOx>|q#1Z0BH06DHE~x5iU$<HNc$mfhbZPm& z5^YZSU~ta!44ng3^XLEAOfUfvHzBSwqaQ_b5X~0rnMleiXU6rKB^M)EoDXArpGz$Q zC^&HJNv<t!ipju$4q<fq*F{^216}7Jkv`JRoj$FvXT6Bl3Qd|k>IbL!l*cQhpPyT4 zp({wjDy7l#4xoa;nwJ+XRNm$LzV~0UW5X1GY{-1wk)L0W-bi~N1ONr<5;g03$`-0p z6Qzk---^j^YAVp<TG|sUJU`9zXW(-{+n0k#Wpgec$ADc8z+x0>a$#b3E;LPtP&H1i zYwdEJk-#$!6!(PG%bl6Gy9*Ud$`uI6AM)6WSa~$v#9lw+Q*BYn^Krs|qVdluKeZOL z0Yjc{<zO(axFqTGo(F|G(CRlGN~vHp-jRcZBN^YaGTYdAGx%5xcas1`F?Xy@Me2OU z5G-fYthFa!34tE|DO=Agz=p6X_M&@mAT6PbJ;pJ5Bla|GwnkmPLsJ*piuAto79<G_ z?H9>%>vt%rt0@YXx&0zFdK};G%63kkVl(8!2j%cG=WfI5_MardmtYH`rm{XPR+RAt z>8!f`bmiCMdoxhnk+=I&Xi3tvJFG&)?BVJ3!D$^4khb2T#WEi@p)X(g3A+2*^za{< zL0P60eB{jN47L?YX%elBo1~o$0{GgKBfCBOZ>XTh%oWU6kzdnHd`l)~@`0EhKA>Z< zyg?HO9A}vmJ@@T<?0;J>Pk#awkLMI8ZfnHD!Z3(QsHwNGNbmuHKM(kGuZ5?x!}E?9 z13)Zw;sCv_<qx6nuYbIS6%pS@?trO!QS0g;<?PLth${cRTrV)BxX*rm72<<q)83b) zKh&|6YB=E6Gwlv!>wo49^4&KorIrOEO%VnFvgcB&TEd5~p8ZJQyVRzAs;UnkSMJI$ zH&IOQ`t{*6@!oM3yC-=<I>EO@h=qej^arCq)LM!2@?Bci!x6Puj3NzsJkCOtg*6-` zaw$d=RiwYpTqZ;^FLTTPFS^buuB)iq+9;)@gmg-GcL^v+Bi-HIC5?a}-QB5lcSv`4 zH%fQIS^xL_e&5wOSKKL^wf9<cjXB0Ma~qSv9kMZ+BC?gRKPpmlW91K)(L4O;(SHkl zYFu1t4Mo3S7V_kXk4@R97u6LT>~2YRj17!Z<ZrA)RusS*QCSPR=V{=4=2Ao+AE58x zy4Zh{kP(HJ%K&4;a_Hx}VYb;1&K__z3<qCcPOg-=mW;MD#+qo9CHwr?W1LwsQnO5I z|NQ~eQIqVNcfjO;gsuGytjn><rFSh2?tuGu@alM)v8s-mI_!8-*4Y$5PDE8l&FypX zz3?K&-#ExS6D2*`&DlW7F<&^be{8<|Xk0Ym+V5|ddbnu?xivwR!?gGZHwJq{PqIv~ zDndK)^5fS8cDyfTLtU7GVQ$#a^C$49re@F^?4<E{NnnZ{=sz4MD$Lx?t*FUkrj_I) z9@%&q^<=*>_^T&fkBxWncv%O^w$6_fR6tK=5Xv-Ji0ew@N&2E*43>s-WfuABR*${F z1X!9YEH~sHFL&QuGiZLY>E-YWrhTLA=`77x7*^Ow#dP0ZbYkZuOU}lTWq_rZ?#$LH z!}eO23C8=4Lvk98b)jAn^S0f&zKX6|Y4h!`&LU?^e$~?H*$E?~cQ>0qwH}^aTd6di z1B>HH2{SDE5i^6vf0e^qkU_I5o-f=zs3*w1C8H9Puopf;ZGI`Qc5uk<8b@n6UwPfs z{z#b+Aq#Bg_C_m`-b7a)Qhk!dJ+w;Nx-em6^D@@QE__}`_Wr+jN?x5U_qPq@xCAM) z@9$)~7t3cMs5b6<*a3HEL${jA1zd2nv3#?Fii?jv|0^8>!lXjl;*NCTA))JiEp8iA z??mA4^^D3sFjXg&R0q)~yM2fL%@pG(qgB3GpoBkJBCabo`V`&Q=j~rzPP}8B|LJ&j zH0Nf`;A&VxOVC+_e9vEJnZIxtLs0JB_Pe~j9~MDhOe}my6WAM+IS~Em_~&kUURy!; zGYlAO?AP#KP||U+cbm`BANF}6A;7Bplv26u%S)DNO}LslhYpVW?h35naJDiKW}J0) zG=zc8N!IG8;Tcu%d>u(lO#^{f@LeWZ>=3x{cCjg%TpZT$up`+7OH)!^ceAL-ynGiD z^ay5qaQUi2t1<C?@j`r>INouvW$s+SD_GGGcxRw#5q+JN*%Y&L-rbU#!jxr2(IsKA zBIj!jtbT8O#JGq=2`C|g+!zp<)~^rBsp%PLLU~1p*GabniDtpC7y%k8TP_jvuKk5` zmfqZ4HCd1M6~{tC$c8J4eT|+PVZM{_z_5dabHTzinkuJP{)|&Jlh-3weYV7OyK|Jt zbAN*e#PTb`g3}*T{SxcJ7(!6YoMwk)Y>@rbr~ppMiOqO7QC{g+7ilUlEezag)#+xq zi7nLWLiE@drZ43>R=g(5lsG_yWx2eVnw@C5M4!WAKqnq{B>{oSb`H5P^G>i)Opx>w zC2RG@JK|d1UXu?M5Rv}-_`#SWN3Eewott~|sAtaos(H=q=8`#Vn4!NlWi+D)@%HZs z+M#-j@8Ko8S1=8~KWLrZZ~Vnfct5$A%>ms4x6hY{M*(&*J^j2-`Qti^?ArCC`&sWA z{=9iXyVbahQI6{w?qYMs%sQq{PY15EZ85@;;ju4|r=o+1-A*sAhX1u`Gh2CR0&B%* z^CA*5nn-P*G~<b@Kn6s|p6SP08AA)PR6n_k!Ft5~yZa?Io@NEDs4*ZQogOSPRiCBu z<aKLJx+eW0GaA}qAZT!a0t@$@6N9K2BI1D$6;#K{C}XpbosO*%cFlWnX~ru3D{w|x zav?(}ztUu~HGbGRnu(O_1Jzy_bf7=*bYeU#JLW{}>H@)K(%TL?Xv|8y|08i2!!)K5 zwyy5{`G4*ybTUqk)11)pp#|C=tOld5{C5-NTB$JdIx4-%PtEF&6MQ9UoEb?NeV-8X z<QW!v7KV9Q5#8AL;u<lcho_@LKdiHBW50r~!7F~MPXRZ+HkG!p%eiA)kA0`A(0{Ab zci@25Z(vZf%Z)G@*E<&xy&}{|FPzn4!pfLPI3|07NES5>X^P*<D%=dHQ+G2z{8d<a zNEP~L<iMjd65wXBS;#NsNYr-3OBy=_qUSLjY*c3t54QFmH!hVO`KR&_`|YK_6aO&3 z+rSG2_!{WI*C2Z6Bw)WfV#5eJd74Knt*eL5EyJx18gB6m`qj?w^hTIbY{K{cDT7~b zSb9^(Bl$O?w<s-kEy;_Ry_fz_VK402?f%E*6tw^taCug{xMNWn6CBLnDvnG1iRHIw za<U`ZUca`tW9yx5+)gErXYnPneK>)5_iX4zXY;fv9&>m1AD?t~2E<}1G-kdRmpt#X zNd_q`_BoR8HiC)Yym`|xJd6aQWWaAR1hULPR3#4q9ont!?eAi_*&w0+Nlfe?%jQGj z1qHGVWuoZN#^RE=caR0A#BWSmAP9sa;T|xRn(F=$B!p3Ci<6aYVAA%#+lmxb$1Scl z#dtWZ#!M?CE=Tl=9WZLR)nHlo8F4c)umsxj2d*e!*BgNp)~qyfAXq?6gKmjD!wHfp zyzQr~<=!v&gqipuA@LmUxO4OER%k-4JpSp3d$I8vT)Tnj{|aKx(F=%DLce!!twst} zISwv|=)~e;V`B?G9I{0a2@FC4-GF5UGRbbne^^19dUrH^2qfR7)YNcLP*6aKI3O*p zNhmmI6g#y=`9fbW%P$Y(UF+|~W=oT$Fn#Yuj!fWn60xygd7`8SyXskW^1NJ{?{fc- zKe1@tD7Ye%+XHdNCja<aJh~PKzLznv?*`(M)*Nm{EcOGV+3RaYp|Ko$cu45RU7aH; z4DrUu%t~b3Fu?6DRd=7w0;$f1C=Q5Xo>Oa&_t(E41#Gbfu*VL-f}v;-)Fxfv?p4Zb zp6dJ-cLjy|1jOdl0R_VDQlPDDK3_o!U<DoB-QNM10&FC!E$(5&LK%M0@S7(mV>zFH z_K%I30`|Z?(nH&_+GJLcAX1pM4bs%=L!hk7oytYM9fvaog-~E)-|j!7Opeds*302U zt&_@WFk4Ri1s%A7?2289Syjp~wdGJd=Cx!}`&w}Ys|g7+&3`192IaIUL|8WspKPI4 zUEHu~$&@q?9OX*tXLSPsIB4WKNO-GogJ_&Uf_CpQ+lwAoDCm8x(B@=i*JdpvlpVzl z!dm7nk#A*buYtK4kQOXd(~Fa7=;#aqoMC%sX9C!t0Ndb;tZV@Ym&Qka{XOIKZ#o2U zoc^&)J{Vf6h~_5SV4VvcF&_;*ke1!|RNz4)D~i-i>6G)g$B;=l`*ezfAj_!kaHsXe zhiPO_>Y-tB_dlNuGTjsW6$`Hjby{<j=*)l#bFZK#`^NH_+bvm9ht_^q4}GYRXye3I z7TxDM1;<=*2uM;yuSRhBz44fapMxmVn@Cl0qU?6r4@~5?>Tg!Jm$RQXPtJ)cCD7SK zOy$*7z5s`1q`Qy`T_3~HU=E2B{DN+~_{QJZT8H6gmhpoLKhXJyJROMnvaqn|A1&72 z-rXrv(gR|JG7(4?j{&#ONmDxrPltxukiP@e8z{g^k<ZzRe)ayLdCI$#9RW(A8qwK% zSyIe}`gMk|_a^G#ji>Aa+tBaUp^pb2;U17oW_pyRdAUR0d#PrzjPH}oFRdKh3s5Wn z+-)dP6W*OP)_T~0M<Dy~!|NZ-Fz5)~AH8H(R1{sa{QID-)0NtIr@6UnE8*b8iN=TV zBfLRUEAP5*u_p=Q|E;e8zAv`5U?NEw?e-Ldjct*7)zuGf<JD=)_o#&~Hl$=Me#jSs zU6t8Pgc<lD0j^yd;l*v*T}@)xbGDkxoY&e5!3t&DTPnngzj7(q@?y{>V-=|-zKlP2 z_bJ9ief)d1He^eCR}sM<vAM*+%VQG=-$=<SG4|K<f3r!6nwU_6zaSY43!1oi-(X++ z`5+yj5L5%~72mNfBu<*lx>I)~mB`rB-(S=_x}~zv!@QC7ij}<0Ofe`YXqS$aQ8HU| z8oobje#MMdU5sdE)ihhFpKD<)iozHz2PM0_!1fBd^m8b1E^*m(AKt!&8Vn2ja<Y<I zlBKe^X};kXzdO($q8#n>IYg<zi-itph{c|%cfJ;;QDN-Wvv_<WW~}=)Chk|XFUE_g z%owP|C8@C4?3@#hP9oOSaR|wY0+CuYiH!dkou-_=W$g`JTzu7OcG=qdCsWVH7X2i} zRq&^RAYOvzZ|S0A{!quiv_We?55fh60(Euuq~zq4i%N)zXa;1YTUuN1fKwIFG${G` z(*U+Wb@c^82GrN@1e?L}?IU09FvN|Mk?~xPy(JtU7Y7o*0Ku^Dr=Whd($b>!$9B+V zaFF7<bqy`}fP<Ywxbm1|JNh@xjaOKeFrrh{7<35y?b`7Rsc5f15u%yNk~Gyr>q2W; zCL`u|LW-j)Ihr;%G^pBkp}MU;{r!{j3&X!sGP+%w?|0+h)e4353xr^9o3(Qkv%|qS zIraiq8Len5*R^2OVw*Py#m%BJN~zW$IO#ve$WtrV>_6ZzJfMEcFHTOFL5LjWm`?ns z)1Iu)rtYp!aa?drf6`1)E26#QU0f44xosr5i9xHWMysJBiH=U)zWU9c3%D1cv9aUg zg+{4?fMaJbOju1|Jg*wZ2dBX4km_Rno^Wt<6tDw!+hUS=Z$`-^&_93v?B?MC5KkQd zgGL*hyt!!roOoRT1a*Ax2|$4wrES*D3dJRrFJ`Vw^`#*x+lL~o2!nRDWt}hEgnc60 z7TcyTVi~x|b>Y8ShenUn-G?7oW_2~jYRIN;9Xm4XpQt9{Q|_0jMHda4T##|45@W8f zxG>WNW&VusRp9XBEU}yz=-usO_Rnk|G!NR-$HCm(6eu&vjS@=icGq#U#$50;ZLk)) zQcSia;>++gW+~BG@MCHJDm_qDq(36uf0)J5xb_NL@p%*xnKu9Ptnqm|gRthC2aXJ{ zt0-gnLc4@ld(izg^BfcC631h!7${M*ENsCJx)PJn2_AcFqRZKPzNQEXk#{*M#=_*} zEYi}FZ)(bMaBh7rzjlSz)HHInm|z_AyFz>w<%$!amH%*OMYQb!>Iev&2$0G;XJ+El z(g+fmbVmUoXaTsLfVlx2!4UfBWR@^A0FHG)urSflXaLbPV>*8`GAf-qJZ*-??AuCw zdmUVjulJI8x*f^8a0D+*Y_~r6DyKRp*~dZ9w%$#X>Y-GIH6Q)=Mi<M`RPZ#9W53P| z7sOvv?Mzp9()P0_s<R*S>L8$=Q67l2wT^%4OUbY!3+#+Uk<^P}2{ar-FqXE=7lzU) z3DcS7LoGE^fsY<kb<#jZHa^*eHKL@dbbg*ASgXm9WoilgHucdfn0o)CySJb!>hVtZ z=G$RD-OwoxUx{VwXzXOkd~0QUXW^aAUr+TP%<b)kpP4Ce#C-z(&{x<%wcYD>EBxOE zFepIY6NI?HxYj&l!@`gNFleF4nGV1VA!qf>Eig(QoMvz)humWD`oJWBO)0-|G3~82 zC9}tk8CIIkN7Nf4_BtD_C$+1O=BB|HhYM<gSC|8eg<qYX`9b9t+vq@nf<cvKUhrU3 z^YXe;ORQ@a<+i3~Yk31R!X}KAuQlq4j>*pRz*yt@tfM>~10lai`4<CNEI487GmF(w zkd1LLyHc3kG*IVw!f4TenK-+{u5@vk0rvvvDDse;i@kxR`pD%ccxrAJq~g5qvRndU z`qrh^+V+l9b-x;xr<)8+UH4|=gOxR4g4?E6ZG@U+r$77y6(<1DoVd6D|FD0f%j-#& zrIa+-Ta{6Uj%GTo#kcTn{?EGqjOtgGn<u8g^&VU(AP%vkdQ4-1vTJsW8H6#8-veq* zVKwFL1<b55kjAe;zn)cJn0sDRhDEFvX`%fOGUR|Go^Q+{AZ#-*LTvy^jM=tI%j?SF z)jEItIwmeOLxliM!SEmuq1(qupwSu@tI35<NF;VRV3%^WFSXP;mcue*O_-g<mye6P zP00Oa_4x_>_-L-75&xh#vXNI9b`8Cjqh7uzp9Cxxc2tSNHmpfJqEm$yCk;0wtLhf= z;bmh^RD@+?w{D&++xs?)7m)!%y&~3~AmMU%bZN`GRNmH)gjC_7kF%P}X_5FD3PcJg zWgF_Pa3|X@nGjtI<@?PiJCpYc>+*q5hJ{r%`djG_?Vn>+P72h(XhqG05!*6D8D5O5 zE#A_5%CokyLYs761(e3;RNXcAz+C)U1r^#Lr8!syiMMy+kukisL@WWpcBFZPA%=Z1 zwKjzL=H~tEcwv0b-H%-?(q2mu^{etxLc6dU{8uJNl&m|(i%i2%)@!c=nkuhjf#M+F zL*Kzs<#3(eP!B!FDX)SA-#)QmW6jR#Ie#w-<;{ObmdMKV*J|zFNYC;o$UxcYHo?@E zGwrCWlglMb9!3>XbK8roZOm9A<fj3%9u8+I188z*u_(u+>-0winyPVLz1i!EiSEux zs2v;}2&7ug>{yp8Fg!Sx_^Lzn?fEu7&~SD8PjrC6q<{dm>=%-QF(Lc=CszYrmrW4C zYq;O?M3BpblMq=cLQ`RC{jp?=Xy(R^S$}tN*Vbt)i?7=?GMw(J(W3YuEdB&ce8Prr z8FY%Cw$?tU<BwcY7n>y)pS@m3U`=*0nu_UM+$=#k@r#a^by*p!CQdcvtftaO#Xyzb zz7cHCE!vnstL-WJj0of?a>F}>$+r8@KSk7_yu`W?hOYc}B7jul<cR$86G;gHw8$s& z0@w;&sNS_*u>z}~)dNSUVJhQPQ#+N8UtRw;2RmA<9sW&$AOFh&|A(8y^^S9)erXAV zC+y74$@$Dtuo<-`Mz)E18pZGJ#ky|4aeqLKs<$QXnWOUMcs2McFc7wvloZEx-`BqR zU7U-Haz;CqH>!{JJt8h^L4Br<Ax6q-JbCByfz%32JIcQ%w!~<#no;TM3|LUAr+-l* zMo9jWe}9J3?mIB52b%!cXzUKl4L{|HSAeWX5EpJ)tk)bYD>QUTh7U@$V5>y>1*|&2 z-qm^_^DNaF^4$~CXL@UddHjOQ*AV`xbA0RSw7Wg(24dKI8U{qEKD^=Kzu%U^yMg2$ zUUI}<@w;PbM%D2eDex^GeVo6aA<%9Q`p#CU{&;2v3?%ta)l7O8#<?fV2Lci?)V!_{ zEl&@>F^^RgsF|&>KKh3v`;mzopue-5yGaI}>jHvF**APG;Im!gXy4khn9e7R@<fR1 z9lxJh6nYl;VN-x-<k||wEl{6SwP>M`IAAk9N|1~ic$4w&ukbwn5?kGj8dRIWGlTtt zJ@1mMw!WTq_|&i*&{i;=w|e7DO=DS|@mNHIqI@13+PZ$<DB(c^@8<cRu)3Om2Y!?C z!XBQC`0bH;GbM)IpLO1^5Y~P%F3Mg}9Ak4>^~7`CfBkWKHJ#pVj{~JlOGHAS!5i({ zr#PKvvDr0zAlr~JIvsuiIedsm^juUlT2c~t<_ym+r?`DCIFLnAH>%9g=9-+l#@Ajl zbdyYok|i{R@iKNZ!Vn0Qf0{ahb%9T)A;_*)@zDmVJ4b)-r$A{q;~n(5^Uz9;(qxG} zn=L*lD?E{VckX+-8Xr~DW}<mL5{TiA`!91WitOf`PWy*M0S}(auRnJe%L?DqeM!A} z|M{zF!{ed+Fg!~4aVrasn&tstw}*^%9{DW`Q;M@Q=ztD=I+P^g;7o0A=LyNJ=K+hm zxv5#dN>6NT!dZ9ebs(T|Nz`#H<h?PtK#fwWA=VwiP~)=;o8ol%Ybm=m@*Oxb{9~yG zR_Zgs;?jhLPP+7IQB9dK+pOSiT_3U7tf9mQi^pU2pFgPinDy-tK4Ltf0!8@mQGubE zyd&G-n(`ysQBJP|Ma_&Nt2656jCuePrb9`1ZTxEO;tYAB=mX2*QgB;9%<J?c4a!&+ zkl|&A!;2^&Fb0ix$TE{DQdi*dVxEkoG85-%JCa+D;4xnP9jfh-igKz+TJlK-Cciql zdmyB}8EI<H0S!Rln%BLMt+27-4#8%-BHZ)|4UiMf$l(9^>csmyNOMCJit{dhET2cl zvuLz?lyX@buthl^Cu;34f7Wc^^AQ9c7+3mb=kymcm97l&qrZ0@+QqnmxYEe!2pvD4 znb7s{<uM8`POf!r<IS(xllTs(g1&)pI`Z#*i(j?C50!!fhsf106>z%d++>NZm^es# z&m+EP$Fh|pd!svtqo%&WZU{#-l&HVIS9s)+BAA}kDcX;UI_K&Z2?Kg{NAO&F^EGuK z#pJ*Iu{ZuAxg;H9^uAm!3O%>^SYcxo+;owbYD~MAiT~a{{sg`Dyk4EnvEr>;%TXuR zm}Abd!(2I9Ix^Ee#!Vfscqsu7hpWO&>SmAkVE-|By5Hb-q!j#ivwk(ld${I9yj5rY zTVUiRtc$JTzkcdfv+JOU(d}3H8GerVuW)PdOEYnvfh*HO%^1zjh2chkE{;pb2^{{D z2I<Go>T9NNUEUOA)%Z>{i^pm|?)%J}y@ozhyQ4yhrToCfRk(ks&WP$2L3iTwQKIU2 z_v(&`txkRlc&GS<Y8ku<)1roqftSv3rX=_AVnt$d)8P^<S&*NC#JI0t%jMM=`@sTg zvesx%g*;Z<4P`UdleE4~S(_-}EzlI_dA$f=H{XzK0A|rrGb;Jpt*Cct?RP0~57(QI zJp}X_o||=OUuG(KT-Y=X>a(I~l2*NWX#+EMofd@T9&EQ>=}mnUVtGUavSh_z$c2Ta z+x5unOlS=F{<ha>Ltyb5rAH5CtL@ocwjHjG1y^rab|!O$a8snSJI)tO&sJOB{v-_$ zrX&LafyU`VCi68fad*GtrpxCc=~AS>=V?r$g*Bb^rO>Rn-5E`TnVCVAfBO`*TF=++ zNM^Xm*c_YMFX6g`Ua-b?OR1UY$UL`nAMZ!$zT0ZZEs!m)(8edmx}K7}wQcX}DbtpC zxyP4`jgePV)4Q7d>1MkSw&btNaxej{j!a*XtP?dFHjWF`f_{o1Q<A#>h;u`+#hRv3 z+*;aoFQpBLBFIykTo}HS??j#pTU%eGsHcunBY@%gqG?#PRKA)^p9#o3I)xAALrC-t z_Gz5Rk@0jBHC7=?@*nTH)*Om$g{q$K#KZb0&>S_9SArf`oE-4+>gwPj@pHqwOERmw z9d^(HyGJ<_>RRjx2j&%%@rGhxB2-LD?J5fts@%?X?U(a*YRZsgV{K?!=gN7wq&V(L z>|bblKR7rJ{->$E>a&Gv{D+%0@ttEGLzXWw-IwEkjj)U-`>W8(IcK(*_eIzImEd&J zYln8HA;E8bk7UbT69#cJQ;QZX<gW)#ZQq0}g(z#&VLBdv+#UW{%Dyn1HpY9QY+!nZ z-ecM`Sl|9)u7DnL625ajzDLdNEV;HJz)F7@zJF$bk&*r`%oUL@YJGD;DM5y3_<Aj; zUwUB9^~Vb?$R03T&CXrAT`@o!1k$qP_IqO2kI#q{Js!7{1<(LnMocssk1DusP&k@5 znjr(cul?cSl?1$)V^=;Kl}0SP&~PNGbB{&S;Vk$IX!X$0jjup#_G9t*l!sd**Nm15 z5^ZrV(4f067g?bfaq*T~id$Q48RHJx=*)a?pfYS9`JuLMBB^-UH1_(6AX1l!*Zq2{ zJz3pJOSp7y_WG^8K`{U4O>ttyn3!KD?}%|#WP5@6JhM>f?Vsvo<QN!`U#NC+pkDI+ ziOIlG`>9O+-FPV%)96EpFOe4%cjFZ?mJfSM-2OcqNftd<qNP+K`o%4V7STPy!oiCe zEo1Na7;3P&qIrcYD!8xc0a$WrPh3joU}3Nj?E01OoVn3V(QJfQYL}3RIVpEN%vi+z z&n-dF!wFiUhML{tN|-J89mG^1+j!i?<LORPF?{3j=0iDoq^nD-sO*_fxxAu{*^d!? z+x1p=$DP*+>Ibv-#d5@xK524|NxssiR$9`3AH<+U1#JSweL0JHe7FOR6;Z0K{k~XO z{9Nq+G1{fuQ|V|6oKuZ16dC!MEqxocK7bbPifzRZ7W%>b&nIwve;S-N$4nQB1Ti{L z`ayQ63`-S59-}u7hFcopQZeK}pq6y8=k%WSZkfOA(Gc){AGlz*ZF+QcePTgnRN4hu zAX)_9DTmNYRq^b~@3TynwkN5I#v)YOpsnJ$dge$FM)+eS!g#sO{w2hJo$u@7(gynh z8~?MGA0_iU8llV@fTcZNiaZ=i{VWiUve1}1aWbMAlR`#ApYD)U+8&x$P=~|U$m+Dq zj|USB>8AkGd9}fLpHabd`d9BASXiSn9noP$ISe+tci=+(VP`M*{JIyAM)3|;0;a-n z%~CjLG{YbozuX_9I0p*0#gUIRbBZ_U9TTwfarx=KwO@svdh9d*^CTuu42*PCY%go3 z9wjW+Vt#(4T0C$Q&6eBmX7Ma{oil<Z%M4uq*nsPTVK_ly+c*r&dYcuEY^G0yUjQ^v zA0S=@`!1dFQFPjU>CXxm)7;iK80cDWnxm(+q|hZ~WTui*Sk_k}|32+D7qR1^k9|IS zfPdMVE-UqrSqHei4|h{?jpM~^5?g(WIB2gVDIjOlbKi-Z^)3Ey{jpqTwkgdpD4IJO zNc+h5t6%PE<@A<+CPm;o53i5n%@d0uY6lHX#QFk-obsRzH&S+`!Ue5ofXGnBgw%NQ z6OT_CBb8DbVFC;0#qJ#5rRV5ZrQr-bFzsBtdOBOJK})S)6)`dU@;s5-jf5w?NtG#| zl2Hb}9hy3u#p6QF*c4+$)at9mDJ>~X@Gvn0M(ls5!?8_#eo7hoNFpH4-*3&8ycodU zEvVOG1uJPuU-yP<dFyjeJl)5hJrIL}G#B_KZ4SS&&$lA(G41MMVk%K#ae=`k#leL! ziZP<TGQQ8)X9A6w4vHPauqh}Lw)8g=<ZQJaZB=j7#yBvJR%gq8qczJlkBT8f6sn+m z6xj8xCt{5Bt2Np;Z5WMW0Y{p-r{GDdpPz(d`Za1(q*^^<pD)JZun$}mx?Y+F^GrP7 zft$->-mV$#PywOI5L01e3iWPrvBa*+HBvHnK*U)1r!wYsV9op48v#WBly7T(2U19$ zEQyHPO%BGx-?oW)UOVtmt~77lUyMNxovR_HxyIU=i1)->@{^>~2pm(3a$O(G`iwD# zBx^BB{aq|jp#@~7Z+yW!hDaOgt9YpnzyZgvM=~Z>SNRIXP&qiw=oyYQV^m}M_O){d z7_f+mpd`h`)Al?elqMWbYe{z<B6HngiY8s3s(NdTD|TKJKo`oKOI4AuU?h?;zN-PJ z&0WpD_b*|GM*plnxU=O#$4Yx=Dj~X9=jy_$qe5F6#_5&q7zJ}09zNGqHG}oNOd3%B zK=bigiG}|$-9yo8f5M7IIXc)jNDgriv7()a>3B(bL1l7edV<5OMPW4%HiTse`pX3z zXE)DPky)WlxUKcW9aq1cc(mqUOK{ZNr74sd$rkd=<1b*uzVB*ydRYPAJB!6CLFD@( z`$sEExVpNy?movIA6pDA1M<MV(Z75x;<Df?xug<y<7m&ACXh0o8MZ4U;=){!<LDpl z`nf0g6qE3j0YzfaXYzb|YK=aY>9y~bfQ=PX{f!Hd#2qW8R6(%9*)YV<<p>h*@^m@w zxc0HlcCs6vNZ!|JR2q#Nr@{RCDa%@K2NT<aOoA(c(d+`Q$ikIf)fsHXSW2TDxhDy@ zP?ol4Iohw9C@oE)tk^k+4{{jZtiEsmd53mk3C_51X~w?I5UNv9+#GP}h!?2D`rI<J z$f1y%Z<0%vYfriUh$O(rR=jVSjVlx~55Kv}D<DxH_?5h2^(;XjE3b&8L<?yNic$`D zOfM!3Z<8m;-TOlOFgBj-ypx=o8qlf@1yL#cHtRQU0f=BX^nF}Ges)Do_x(=d>1q>f zy{=CuK#3W_c^v*~l=I1Wh^>fYj-yUqHep3*6ls5@y^KOr_|f>aFw+589`cxE4ZDle zL*DGJt7L-QXaAZD4i9P{d>_i1bf}ISsy0)(#|%6H9WQb&&fep6*VENo)B-OLQFoqX zkT%ZGXoZv_<X`1-9XS~(FTG1?0)%Y*dWHE0PZiwoh6)MwFCG>1sD1!@W5XTSR^V7W zB-!z0XXksFPH)xQ6GsM?jk-R`m`@vb7kMw-nLy#%5DAVT_hR*1Cgh7kKw!4B>u}hw zZg_sg5d7w12%@jFTwDTaGhHELA*RQbjZl}<m)#>ZDBW#x_^1rxzR~eIqVDpbwt@A~ zom^MBmdX06`_Uiz!s5|R?v}rkExe|dm-y)6$9%~=o{))Go|8-O&JdHm?jwAVw|Cs$ zZVVu=Oh6MsYX7ftiqIu#VU;#I{p*pMW{DC}o%vhlB}v}jWiI5RGfvl1A1e!R@lwZc zd<_5IjKbsKrGn_CpOBzuFraK?w-o(o34oW#IHO5yx*^%E?2}04iUe0d;TY!2o4#Ei z+l@vSWWi>aO=kNKl!Uw_sxy%vW)OB1crZ|;v%qaY#ijI(3hV(N`47avhJZ!k57y#; z`BLCjZk9HPUR|4b=uEDI5N@C&KB)n$)AJj8i)+nJh?Fe2#lKO!(NcXtm~g4>uc2~b znKmshR;sa4X+Z(eGC)8llu4HoRQxO`Z#$p2BIUWvvcRs*^L~gN0`i&&uhc@4qquj& z16}x2gqnP1Ayg}EnJdCwvL3EHve7ngt7i`sdsEqJ!%oyso_vu7ED|^g7N)2P#Y#B! z);}fY%95Op!zNc{$G#r)PO?eyBsd_2`vrmMpS{D0gjaB$b{G!HsXDXcq%A$FaLw?v zf2d7C901r{94+SOyS$%1PYv3bA;}jRz)o-P810V$B*ESjVkQLt6Jd~FVKIBRn#yJP zG)UJUCwY!SM1CJaC6U1!J{gAO6@2@p%7rs~j_#SCEt^BI^pIBd@3W&A4#cp`pi?uw zFJf;+uZsQHTkG08ZnOjUSe8f1#6&gnWkgVytLmF`4~W&6<9NIQ5g~)SOT|d(4;ZQM zhg3HfZ<ay-cGGIJWbcP>Txh<H(W1opKT>e(@eh5y{wK!4A@sO>zEs5t=l2uWBWi!~ zop~QbEnK*h0!0MhmTMJ>gK#);b(>-mj^WKJP7CLAfO#a5yoy-wWWLtFnN-X6mk6bt zKJ|QJ{aIPcOOJ(2Q!1FLbq@s$N7g4X1q`Z~6nN73gczSoYMM-+(R@L##_48M;5mpT z#tH&#d$EM;OGKp3-qmRIz_h1<#08&ga*F9_CLdk}6`kJi&=}P8ba~;1_(AL?WEhjm zVS4A^wD`W{5uvY0*M7`Z(EG(n0xY1@haZNKt{PT*NB9>5ESbBBgGARv#{P16_d_i~ zfpA_&cL2s6=_Y&zmv=_nW$D@0tShams#e=wN=ujcmt>yUoN7~vJ15Gy1cttxVxgYr zXX@62y;ON^lN}@JvBW3y8Lr6ORD(u4_Q0grzkn{%N7fNE`y^25jIko;s*sQ>wfYRb zeY_}foY4xr2CEHI9Z*}d!r*oCmzZM&O&X|EMuv^?U&aLL^`S+rd=lJ_DT1~Uojqf^ zLR8s?KA)aCfddkUE<72JwN`dmP+E*WO{cVV<ypHmNP!S+3KVrF77l=gFhbMaH~ML9 z!)(B4d_zF(9`iec@3o;tzW>tzoE*A4N6h;@l?ql{ihwHk4Q;u0<Y`U_%BD=`^X|Wy zype~{m?WG-1A`x$FI<wYT++Nw-Fb%aVH)*fHfF%&_uspNXYt$8dk;IOT+ZT<@Gn%H zBB|35?=W58JsXv{3{9g$V48OGz)J1U7Bcbmf&@`8@(v`~4Hjz=dykd?5>DW)5)QTb z%P=CK(iu$MI1WfknDk6Xn$NsQED8u9K^qg^eYky>!<Kuud&}ip7c@T6{dEjY+w~Mb zY7lf6xMBbCr36!g-QB>};)|1p&I)dZcDAsbof&Y_uAh4DpWBxbTz6%m^0*!mP)*7* zo2=m^Tx*6_DtO{7qk_oUj-s6YY$2*@A`_MO5pUS$CUql$c<)Y+5xq{BbZIZ}CxYkh z0MD&NM0Ahx5UsaUBxB)!uPtZsr$%A~B<IdfwxtieGjLL-*HD+?DJ0MX3*`)3jp^*$ z8MAIZXNrlGj*k~NR~XY-EG9PF_Pp({ueJi!b*n8Wn9^2j<8yt=Hypa{@7u13IBkfU zgrf0OG;{{3;03cAT9QCs(tUCdvX{iCBJ^Qf+SU{2uBrWk6o1>jF>uaCZZ3hLv&r#f z>!*?L&asLt+ZMDy;H&w`3a%9YlamU2=HUxavi4@fP3AmA^esYnexMOlRp+|)MPL#N zNUpAWZ67a*n>(<&KU_xx{h21ye{!UhwUWhR1+P&o_vG||Lkix|qov5Yn5SVEy%Ozj z+G2diUDp82)kSxEH5)=tu6hi0e4?V=IXRDJT}-PpVt$B(8gvho15e8C2+PqTY%HVp z*Kh8Em-b3{WFD>0oH`5v^PDgElZ<^8w_6i6J}%r04}v;WiIfegfzgOO@!klE`82Uh zvSoZHj@fIXkW1oZ0^zhF<gI>Bmh!KgzN6ma5l4;7_cu1lp{kislM0GuZl!+FnLO4u zlis&w7jFU33gar(t(KjA?|^|Z>~YyqB92Nfk+c5?_Wb&Y%=JX@ysL{Q<R_Wo06J>| zy>Nkoxu!L*OGiUM-Aut~OXDnC0!r`YH#Xnf>N)O;^Vh27+m${$u(BtuBF(~r4P3R} z<YlEwI<lQ1vD;P)($@*4ag=K~%p_B0{nuxm56OirCyVc)rKHk{nuX;x)9`MqKob&} zt1I^+bwf~4b8k{}S*nX4$kIkl)ApJ%)?S@{JrxJS^#M=L0YY`n$xT-Jm)eYW+0U$s zQnZQeMV654Vc>O7%P}(dB_T{Z;P&0^9$TyrikAu+EJmAq5<YW;)8kKc=8KjRJba~y z9bmSae+LXjmEM0T1|2T?g$N{%|FhIm<_75Q4>z&(K0?eG`M>GFd91fw3EkV-nKQFX z+HkLNHhnt_V7~ppV{cTjeKB@}*1%bp2XIend~?yfjqoIpwSMGYNUe_oJ=%O4n)sW6 z@GxdDF=%SFRleT5Yd4+Ge6`*-e5M9RQ|-JP9)qXW5V6_&CHc1h4Tw?rIDI>F_FQr; ztA1-J;r<r#dQP4z@HRV{_|8Fj1v`n(m&?Z?*R_pTM7HG?bAp2>hL;QRv@`|9Pn(UD zPL@xJ?{-Fm?=n_U&VloSo^GssyUUBXs%6b#dH7$)^lIdrzz~*#l_vegQv4Y5ubzJu zj16LaE^z?Q6@<Pe!6~$;lA4uuP|8X8)jd=t^?@RB$ZWC`p!==~mN16~($Bgx2lRR_ z$!?wPDBXOi@TQss6iby<#Dv{$!(k{HO3wuwD_JPDn+;~0vB3sLrfRu1C23*q0R`rv ze7sq0xQDO!o67VBkh;UyygTy^#rLnzQ_ZCRtrk`3%0B%`wlrl{O=Y7oQdqfbS5kn= z7BaJ~$49;@8alQC_aLc%P5@RZ^7d#oDBQ3%cE6V36<qC2@59%FNbXGgj97CjI@33t z3V1V%XD@U>+_4}go)#2TYv+zRZ{a^jA*OUa(K)|9&LwAwZh?mH=d*({@eZ2of!#tm zV);9cw#C`mAKtyTy;j5l_Z{gnTLRt`rL?ghRC}L}TmJ--4S)uS1V{j54mMqEkjBSH z`yAr%fTeD=rZYDG3zk|&n)zt<{gh5Ciw(9ya>ssbegMXpbo$7KvyX$>4C^T2qWEOb z1=6D#`YfaKp42#`G5U8~4l2x200lohJcF!hAcP_+5n;D%+^M21cj7H%fd><ko78~0 z_>Ou0fyaodqgW{0{fI%lT%qW;>LQW9b;F#|L}xn|I`i~%A=AH6u4M5z0BxNr(+1m% z@{$Dxp$z2ZK3bCUp8pEWBK=x*X~V`t(KPWmu(f|~?@w*x6BBPAmIDB6d9|ElXYdZ` zy1eBhX!5|%X>DH$S__1mvf;OC3l*1yJyzrz*)B+r)*Z#=uf=sFrC4a5d))ltCeM>C z`$n!xZN|5+&YxPlomnnK#YPcgjInCkkrZifi&u1VN=-wj57HWOlKD=q2eQOtywl-| zDhTjxv#Tg~nb$uL$v%QzJ1+-{yS^yyaZ@2o$@z4W4mtZsv%=cn<!ahw%;Lb@BBV5$ z!I5vwcsn85s<|Z`K%7q%rV=fVZeN^%9#LD*WnpVuA|BDOYT@{O*=tVIx=f4oWStb0 zhaa40>48ymkvG-lh#3Vz1W^A@6pLch@HJSsw@5|<Dbbo3Q-FVw^T`ciF9@p!e==)! z)-y&@Y5)~+%7xT=O?F}CH(25kuxrmESL+C{*eqeG6H4nHcXt+&j>%?r={lN3xiN+U zkL<)&eEsRkq-eSQ6V4gg9^0s4aou(-XXbQio{$5Bkq#W0<q`J0_$R{0PhRZFMabjS z?=j=zqEocL2g?w)UY6>7e{$Sdr1+r${~Ta(b?WEh7lugGH!Z4oNBc<US?X!Nw_K)T z_^t*Jd9<027C(bU#!y@!j3>qtlQ8%IY>ZKjp0NE!MfeW}%e*+b>$5npu-VMTKA+1u zJ~JjxaCg5w!E*U-+c+FzeWt~eIRNzZ4eZS?2YoHfoO52-5lR}8&(UOD=t-7yv?oA! zHk@q5HvywY2?(@o(UUZBlatxDWB*z`>k|POl<`ocE&vWoHy38kNui@96AhFX*5rQg zt;db5?QNPhY@m~9s?0Jv#n19^Y6?Htr}~#G4vd$k1-s`no(hhkrxnGy7~RD(HB9F# znHHL+DM%$(q~ApGP)Jz?VrH;aE}mC!)F*6V%S_5@@dD)Ir71;^b^;fN5D(DEsK>^r zPEPf~sRj8F%A}n`{SOJ!%d4{^?cc$<e=sCi#><`U#HqC+{bvmopZyBNw|dK4F@k4x zHi15!gF<e<VMfdF&;UVH!wvqc4FYonw+RJBWItn1$_%}srl)5<n$XsS##qKv7s&W} zV**F}{^^+u3y>91%AaDpEL8zlTe^I1tuqTNwgw~x!3{+&SxL+`autL@l`Z?)n6T?a zEXa$bv#xSEkRdUK=+@$mE2Dyl2(w?~_wTuHIr7qG%kmbBt{=Yj!A5S0?81JS{NQGK z!$*Hyt%eCRN9sUECf)4RStErFC8?k|AcQXVywL^nanb`j+`!XF9rk1W-&i{!+okwI zh52iOWeTHYJ{4+R_6OlP9i|72ah_Ok<VSh%1dlsU0NNS3Q5NbdgB5X+vM?<TDHD4f z&`}3g+5)OdN(LV=6B3fH_x;pQbZ}~Iyw<8uXSrA#)2_!_d>dP#mwcWhK<G5ekt4is z6+bdM*}b&;6vQ$c<DB1Gidy!<N0!GM3PyQ3*1ptvps_clqkdT<8c}s7G}a^z^%ZUw zR2-LD{3`Qp?_<|$?JBRMqwr~97@{;kck~#aw@&?iMxdl5AK&o9O;?ML5EMX7_w#us zJ$8xr^ASjbvl$SQFuw;oUIi0J7b}78m@PTit5;WbskyuaUi3JR`gEhg`E~&G<WPoH zwX-+HeV;Vt{RR4Pc?2pd^e4^8a9+tKRqo~*QmCQfz(VcM^HdBl+C%!AQ(uXzZJ0)_ zhY>~+pZQ`wmC3A2N#+9$2*6ib{ZWJSX2+Eh-@_9)9;k_>57T<n0XW%!O;t3pB~URG zOd^PhNo#gd0QT#~mr=SFlp^Zavc-VEn8g4i$WL5G5SY}uK2tm^TESLjXtUSY(s1{= zuG=O%#2G{EKC<MB`#XFgV88*XsKRaYEvUoDNrjgz9B<#;1*0maq(DAJARdZ<?$HM} z_HN+72=fnM0T%k~_7}2;S6Vvqc8Ury!s;fJbznx6!|1kj<J-MzLW!oNp21{s`@x6~ zJ`aJx;XI#}@;|+B)focJM+=C#St|XQwW=+;a}Dq?=Z7_8kl1VTfCT-M5q)I)%Ui}a z8H;VV!2CeZsuzsGd<Qr;<gDMCb9g+mwTJDiv>4o&!~gm}B=TOGwP{X&eeXDuH**C9 zF$_Mlv)2T7Z?8utq*$THm&<sFYoC7rNDdp5ClO$Gp>1O3B&vN6CW{@AZ-n^ldJIn2 z4|=*Q!2@b7cqqCY;km=3#(-X(x!KQ1j#3RBCTf)4ib~t`2fG9?1AA;FpPs6am8OwL zm}Y1=uV&MwH(cd?@#(Ry3BfC=TG&K>Vyd2Oju4Yq<XqO@zb&gQmmP{2TYUfX=XGFy z{<SV5B9fIAGw8MFCNLZ<b4*g<tGWiszW4*RGsg4p>)!?8g>$JVlMU&|YeQ{3&&ZVv zmGc%>cNJH`ylXzS6q%E=L;c(D&g($!h2|k+VltXGkiucf{q33_FFXiL!3NW@K7$FU zw8W4>MPR~@(vCYAr1(83Xx61+Mx{|uQ9GUcM1|D0YXWvLA^Dcs4tY`vM~=fIw8-*n zNn=IO%}vYL`SXxH$9ve$tN6O4d5qdbs)R9q#l{4s=MAz&n7uDJz+AL_v>>&b(F)Z+ zGR%yC0N9i8^};J1g&K&+3E0?*8L^`FCY1jUO2w-DUk^H7P>&5{({lx%r)dp3I#Lgf z%&d+UH>8WY+c56j-J$xRAtA}DY3S+c`~7(=*xtTx&%nYmiW8lufi<VGFyM!enl)gy zhWFT-8PsvAU!?-flZ+Jh*zh&a&YlWUtH*oCDutN0-sd#w+Fgb;eYa%)P@yP;rF*rs z`L1|Sjb8YV+P&p`YwHEcidn#)4B{^>`kMO&0U-y>0X^I5n*t+$b8>Q+Iontk3tdlE zAHfKq`1arb%-1~9A<7+A+4v#u5&GG~ZpZk0kGFv0YmVs8#%M?TgqiCaz8fj%^TU5# zynDn_LLK=VQE^Ke&>rZT^Uk~eP>+pLy7r+sxE?~)d@dC$)ilIh#*6=rzvI4$6|;mM zwM;PRU_(ywe&C0amX^DxD@i5q+3y);O(}W?o0^p6m^`KB1bqCLgWzJ=b(SxX;{v6u z^~-VXhq@=c&)uUii>T(l0jh+L<0S!c7NT%rcRyOCupF$qG*C)z0|0o<qlFbAQ20vB zQJb!%_x5QkI?4^)RRPg(`s*~W69e9dIZ)gBsJ2&5lK^-i-~^VPKiIZE1*NAGg7I*< zhJE-<2*89J5FlzDT<Cah;_N9Az-NBLn5OoNa3;<Zfgt4{1rl%stH1LES|4CJnW*%s zZ{q(W`vTOl{k`DqOyXHGagz811)TTF3l#C7STzRDKC1<h(FBGWzJzGB9ymChrNta( zj?Xp*{>#%afgv;wii+Emz47($3n&*KWXjgc+&q!J8zDWLH&uP00ScMVVKrn7P_XI( z4>-u0OH;dVZKX?}n{)pF-$z;2MMYvog{#q?KXJ%%YkJzH5?mN=aQ0c(NU)NcM*oY; zb0l4(svW2O?o-x{GeK<x!6RIr1H_T_>OP{Nce*$wx#VEx7BUC5?qszUpO24^o}PYx zx)=iz{1`1eW_t4e4P-(9R6>v%WG>nDM6dnRE55{z+bG6YV%u-~avzssU~4r7B*XO` z2BvBn7YrGz6lUO-YV9GLMp?MhUje72+s^yEO#=kk%r-%!$2Z2f$<)#|<k*XOU6&pT z4pT>=4|GJ9R?_C~JosETdA4h9)CZ?&bRgsml$>$y?&$HWi8O(@?mIG?PsDO$6@~Z= z9!<GQa{)IP0*HqT*le1boWrRy%YWY_$hc*K4u0?Q=(FFoB4a$8%?md;+?kb=&%JI= zSd?d40~rS-{I;ZO>X#ymqeTw|69=>Re>+*|N&Sd?p3VHlHV{TG0Y+^Ffw_%aCnvg% ztpG3y83hmKCxf&|5*Vha-R$xoAnZxSzWRSLxf+61)zz<#2FsdsR%#7=Zklz;pyhG< zX&4!(Xvk2prNU*midn4JgmD|;XdD>w2?e1niPI0Sh0BRQ`YJ=6)Otp$i<`3C%xkrb zv;a%WtOWnnM3+{Vha9EoLJiHXOsc{2d6&$iG76YiGuM1j$eJ*9rcR7kU%fY;Viv<> z4B?ppG}xqvFFdmUVbp+SeQi~nwy5gMM>x5p&U+rV2GCok*y>{jjdyN0u9g!oPuypU zB}Q9O8dcW%E-kHaE#mt}%k%pIRPTVCk{=FxB!g-GS#S}RWVFdbD1C|=8e&n+HqC;> z|E1?Td0YmwTTD}f!EeOZCu@;Ee-3FAC&tBnZ*JxTbB|5eJN)WbgaF;RKswoB={jF3 z(Lf2_gd`okY+WNdY~nfJZMO5%vyF!CJ$m2amR8-rj<+|emv}$PB}y37q}=Se@sfkM zq*ps6^{-Ck0Hx;#xv+56EA_qUxc6p1v*S&S)o!t}>lmjTot$;ey%|HA>*dqjkr!T; zn!&B-7o%@i`$B@w7df-+?;rPDxy=1@a^4`&QqzV8p6h4RWa)hlrFQ8Q`TFiFZ_#%w z|2QZG(YG9=-xD&dl20NB;6z^MjoDncja8$jt}HB6CrUUt3^i&n_#HKE>eTjX>(-N5 z!qc&-ygn^D$YtkbXFQPq`Po!5cdv6|pCS3Mh$rQzj?B=u*DlfYyVMeWI|jDW*OFZ6 zU*zOW$Fl&b)|(JaW8)*T#26T+D{uL8(*80Eaumg1w~nzDL1Ju7@PXd8CEDk$maqUD z7<W!VL-V&R{Hu~!ZZw!54<<@Rinx9ix>sgrF)e4isqDS{rCU=b!y&Qfnw{#yR3#Q{ z-rYVpdq$y@c3nNlYI=4UWXj{VL*m?WaOyR7Vn4AUA*V`1D}j&jKKDsl3=y7;sls#x zH!N8a9b>USaTax^W2pVGo$9a=xtfhtjn5U%{=p@Hd}8B_l>O+b!+LM?bH>kYAI<0B z&vmB?TZuR-?c4Yp3Ca)Vbt9je&GD*yw57+aRT7L7{bo;Iy5iZ%+FQp{g5ss>O(}VJ zaD{~0MJU*Qp|A~9{paZ+$krNj#cYrSOJs5cL-+gx5E<`5Do|<tG*+jasoJ(CCylRv z3btW19x2w#Yb&@e5HCGS)>@4CiD&u7zBs*!`-RJ+HADSoSb-8om#>$PZ*8MXmYDbO z`+8MN8=;>7FsGt2c+6#a2M-=TUVwu;jmqZ5c$A<;q>EA6Y=R2Yw7%-a>Uus1{43tJ zEj?=&?FMW2%2wLknQ>Af%NLh+?Df-!JV{PbXG?vC(G2|P*KfM;QJH2kx$+midy(ev zD4-OAS@x0h+e2tNcBbje@@Pbbokd$F4y3s9sU^R~$^26J!qj?+F7$MX0ieU(V9F|( zn2ipEf&P9d5-<)E%$!Ak|NgU<7C|bfbq?75KwN90Tvv!gl!^1;{P5?1OBMfv31J`Y z%kiCXvRXkENj-^)OLB<pWF@B!!y2)YtwR+_(MV6%$35W<q_pW!iz~0nB;)HR=Y-7F zP=gmCQ<hW)i(s=@b`6G=40pd#ITUCKgSDWU$L9^DDmI&Gw5BKzzr<&c5F|yoBauax z>=Bry=PvUTxu^`7)tRhLGUIE`KE{IA@*{okRRfw7?UZFqAhU|W_)!r4Lj)C9V?Bjb zoChVCgb59gatg8s3Wc(SK}fhF>AcQALPP&_bwyC7EtA*VWe6y}YEurEmCvV0s@Cf> zwGfB?SlwX)(PMnon@uaP9#!JW&|#eKf*Pi7;(IT>@>v8)ZH)4h=c~vQdK6vJ>xJIp zC#mZ>g0j8m>B&uRnA-`CO19_F<ZQ_{%7G_j`_M?tilB36cxbv<DHu21G;40&4mED! z&C)LQ%~C7EVwDtYgtqjnELpv?g!)9vnc(E(?w+1NXNnRseajL}ym{qPTsjE_4^u4U z?>_B;*ST>rG|Jaz>Eb+2ckhM_63^~;=hQvd41T$*DDu$@%PZI3w<#5ChKK^N*xjB) znYOg)%-%z>LOuG?L-2;`=O^8db(AH_d~hvCLnp*-UHMamx9)#%u3h~xdNE)cU{2NR z$LzS~-I||n@U?`X%e==gLs-3j;}3-0rz8Hl9_G$jPOm;<Nq$u{h4>m@#N}6&Z7gzy z${U-*wWPR1OtELS7<R*yMg6z_|JXH<k$II(PN#tbQyn>6c5^xU_amz{)ytz>Qq6(O zy<-s)>>P^ecr)8+sX~0sZ`GnY){vCM*1M7iQ<%mDw=<QWuyvzK$Mx=Lm&Sarw8+^| z=*OED@>;FT?dT-@BY1ieU4{cnfNOa`e;hAq!I<)y@tL6AB`rjgD)iV%xPN0iCwHZ* z7MH&fxi%G^WXR4;lV7O4HbC2QliB!Z{xa7E!W;6Vi6*Vnk&m{s<K~52$uAl5d?n34 zwc!&{0y?2Ju*%^S^#`ib_)IB>b%K(6!)QEqI>6x5-QU}E%Slk4JPi1`3;sHm!FNX8 z0g@XnLw)h#)Ju^{d>^15wV#p~oGInXy;8zWInS^B%H7*0E-Zp6-f(tJjRoqAab$g+ zv$T5RNa&uT`Bct5(8;i8zEqB-Z-5~M<t_Bgr%UhzCnM#?Qi*T=E#hL%^`gOrB|}z@ zKU~Z(U?#y>y?7F3{2bTrjB%>IIWDH>3W*Hwt;OAv1S=bu%nYIF?;{h{gR#PpiMcV! zuWuXh#?8s4v6Azq>HS*|D>y^Nep{*4ZBon&VrwA7w^|>fPR+NoU}(tcIZPYv9;ZvW z<=gS99+kML`RghATYj5*3CHR_Zu&BPj$wc?l=?~ghrysr{^>uq@JwU3DOEt9D7Vsn zgl<-S8olcNdFj66v!8CYWvWv)wY0u0JI*VdnmG7)6tRoM5_sRV&^^l^m;u$|d3P>y z5^PjX7d{vuMz*nc{7J-tGGxFdWf+Pb?@j7z@PVoRN#wZX%C8QtZ+W9+1Z@sU6yk}e zy9r$CZfhbIZY!-p(InjH5@cTsmEUos+*aFe;kuOb#Wsf+A7Q<!@hZZ~@OHVsC{8jc z?`1Wa!jY~DS>^D!kepHlsh-&<xOLoj{Y_vb)Z-epcQR{4u#OKR*NLP>uxEgCne<fW z`qyh%b!+n<ZxMJ*cY!;#Z|L`F@;#WkE1{S5q*Tvf`|4WoEzZZ^?JO-d))7?%<3TMG z=g29r>|`@ZgTH;+B_->uhmX);G;_Jk%qI%r<fN@dTdzAwI?uF2{)eWojEbY{nuS1u zLx2Q#2n2Vx;O_1|xVsbF-8I48-3b=l-66Q^;N0eUzxxM%u+~h|efpeTwQE<=Wa7yH zH`CZObr!iso2-z6X}bzFA4ka?V=~fpr7L2uu(aiN*|qR3-<-qKE#8hKISBntY<g*i zO4KXi-rLSAPjR<tje7SgxrURMd5ewV0TVuL6sQjKyGvV}-tESLY}RmmWswvu%K=>q zNG(?H533&%P5hpG6}Z!RZZvtBTSti|S!0|3aSYfhP`SeU%QLV8#(D0w1W*G_`3}wO zpoAdaW7+E&Ed{()2Lh>&bgd~i()+tzy5z*PKjkOn_g0x<0@&W_!>OE)nGdpJiof6q zUKI#qblq|lq4XvCb~i0^Nj)^Z_HHWGX|GRnjeY^i4Iy^Vm8m`4%*Z*q{_b1?c5U0I z%ve1?Q`rh^Pnt|u<_?7VG3<=BM>usWOOe2w2*SFy@qu5A)rYI(d#4#iF5>?B*Ux1h z7n{X}H`r6K=Ree#6eF!3AHGW!zKkphsm&r+&8E?i4~RzZUL^J2b39$RgC{N>T3^J4 z3pR&&UdIQOffNl@51g(JFdNLPhF&!4#`YB)$4#3<S8uU{yOc(9*cdhl9;LR<7<9JU zVzu7h(mj^l-rl}gYk~k|0GpS5Qd3Y#&Bpdi?(JUE(pYl3M`_3#D(ckpUbg|WLFk=4 z`FF{_6*vg{>puY}gD5FKLB?!2GSnYChdKLQK^))FFoWGyZ|$%uEayyPjlGTo@S=kc z!nmd>U&p>usmH1}x(+6a+@qXZO6w`N5o3nNTR+~Nt+p02DyIIibS&-Xd31lA<Pk01 z=4=UzWVkF*lGz0|Q3Lp_Q5vnrNK9R~t;PuyLcUC()=id_|Egp2Rp0YG4btw)Z=Q3Z ze-C^3>Id%i4`7HPH(L?T@p=9duggPwHx#;u&&(MIXG1B8V%=P7$FnqdN<8!RoGD^s zX=qPGY)E`emAelu&DV~v3-9S8To{<UQ;zgaG{~o7T>sYuwUN2ch7g3+{T?&2^+Qo4 zNk`PRXQFrN=D@o9Znq{)Rd5dOr!4D4OiHIO6tbB_G&CoT6CpuC_S=E@U%u8tvU`B2 zegL$Q2M5;b);46QN=@4>^6SF3Z#}YwOe<wp+*{;7k9p??AvEZ=t&_r{UOxr`-!@iO zoF`%}V`Sm%{UQnOMeqWr@d}OsU1Ed1<%4mPV#;nqa@ACYM-xeoP&^qIKW8L)#~G9c z=+u;%6QiS|UWhieAF*rzqPDiRUi0|MUC&1PwZe#0NLoJ7ShQ@;0Z4gY;q%@4^N|H- z<?p1`TGX8MSN&AD#FsQpp1jqK=Ng&2@dFkvzN2SUVjJR23C><zt@UmzBS$ajo_Tke z*6ICzQ67#`I3Ja@p>YOOVD^K~#&P#gjip71nwcj$n8{!S8sgIe?q~w49LAG&JemE( z<ksx@D!xWzwZ)xS=IWEJd60)^+kS6Q$L2pc-gU|+aNE!nv`MFQ76i96D4orE7^vEP zR`yfq^<;tYZYk12czOoY4|a+cY@mqKmu>pwMtaKr^zqZcW?Bm|rC*ZcNvYlwR+$as zR@_}ta^P@IU4MBzm7~XtgXZMbYh@j6o}1L^`ts)+2;44yVUJpC6y7XZzOnb+tnph$ zrAphCX2gP|m#jqI?|p=-&+Cn(7<FO%AnE;4-zQ1p<rVP`XkW^pmu6GNmf55h4XfPK zlVod^1LHlw?+OGY(2r(uW7a(k=+%Sj(ts4@L?D0qYFf%f&$*i9!kL*!Lcj5^wrm-Z zkPLyqB+Y(R1}*b!)GqST<E)9rQwfCE(?(Nyl#=;$HqjzylxVJQ+viWxRzI~GtYSCK zoIW5>oNsO>U;kyh4_QtcrEYJ&6sa`P$@^&wwSIojx2(9F{v&T{`f2w~p-cpKRFt&K z_a1pa29GMq5s=MW|7}MWh)NW}+Wl+TQWHN!7m`Nc{ts2x_r+P)`&Pxv%gb!Jo^mXm zwRdnZL?KU<5j2YR2tL<Ku2IF}s`#YWl=-_boB?jJ^hJE~VDle2N0Zj6nN68%)H=`F zra8p=@*Rd)6`l$wi9ofUY$X@f+{E^8#;D7(BU#nfFd2Tr-KH3@-Gf)@^49J!i^<i| zMwJ8GE=|%J^|g7Eoc&x|@{y;RGuIj6?WZ|h*8bF_A=`5~@-1Pjl1`YSJfc0*AO26K zR4XHid5&t#e;Lvl%~+Melxug?VI(pRX>8Uw+%6~j2a~@80|P&Q`O*i3S<5IZe|cX$ z8vW|T8WfOvrQZ|$Alu6*(Wf99y~=H9Tp4Q*#g~KXNqZA}{`!hK&|ar66T|uIAi&=K zn_}0R?DVyElGQ|$)ioWe_g(5d;TWKC-Y?QHM%ZbJHr*)jcEjSiZ(rHJZ@Etz@;top zAi(4PNp*`8n-w=+duVHaD6M^%xoYLF@}_jg?g?L7|2^v(<EQgCr3wgFC$@S8hd5I6 zxzevdJU3{rRHa<EBVD5oG*zlnRvTI&SZ0^tSHTr2dT6VQgo#p$KW1&ts>ye9L#(n| zX2*BSQ)TUgl+e#O+=w8kF=fWea;O_6VB1s(Qt~y97+ps)Rp&5)DY~O5!B`kwV_vfJ zfZ~dZUeYmDnrX8t`*)O;c?cfRf}X1s0$IRIZDjpTLfDt`+0N1v+!nCA{CSoj<<n_c zt@_$f@W3SBXFOoW0@w`bs@8BMc84ni(-b}i@^8euok$Z|kQWYDhIhPm_ERm@q&_fp zE)$B}WCF#XdAu?YdE1G>QD%W5G0Y`uwdyYqKB^Nda>GeiFHkm@as8wG9E5(Z%Uwbv zzmj*aIzM5m0mgG*-;P+tyL_VbHnO^bI;)@G;OgVOX{$rm;1`pxCGZX@CM$p0KB)!) zbYP{nM1^L9+2k)sX3*jtJ*B5SF<VA^7P3*IFAANSr1eTQSJDwfMK22k2A*d3a00bT zwD@PL=t)r@o>v#k^xM*4QBr#gJv4+OVf4C7>6Vk*FYavdV3$sqZfY65t=DvL%7f?n z=+au&EBbm5MLv8<O2YkZ)@8mnB?x7%6)rXlUPV(NfkKjflBD`9*}7?H6o{@L0B`tC zjAwDD0pyjr`PaP62F-Fu5FNQ%wE?-`rs(H+Dasn_wdD2S+v4?reH=cR?tiBVoK7u~ zsz6p9)HJs_P$jcLk=K(oCu0`UFs~#N?5BWT;_OOK!qo`cy<!*Gx`F{Zz;3a(Wn*V| zY;Gh&j6$ZDn<4c$4D;bOD=c59O|w2B^BxBIweTd|djnCvq%dQN#PK<vHLYgGfIOn# zUo=l3Z%V&Ly;_~>47qf-XM<~08PyX6!L^$>zutsZnWMy>Ea+A;B;`~(9Y*7bLHY*7 z&PI+{gpk304YxIMeSE3H*2yW3NGOXQ*;mxK+p=M!<&gxX*C=ls3m$#ceLXf|lE$t_ zvKawfL*vLwlsEFeuX=mAJ596jc)hfEY~e{2$&iq;7TD3Vne-fG<`h+AtG%i#4;_w} z8)wjP9J4A{7;{sn{em4D6(jWSizOB^TW{w?r;r8Ud}C|sNtAPHiC_h&Rbx)|^D-)p z=pvigso9xi+0>QpAQ<)*@f%RS)x;SwYD$7(%859*BuG)Ghy#0+mgSpdKL53|yLQKr zUGJ&Mg8N$_&&$Kfora1l7MmC+tX{ytcX$Qo5!Lx6mmXX04T2!+hR$X^Nt_FP&~|2n zq>RB)zR9=L>fbQ|tj=JH_b*p{ouMxnn?FVKbRE=V1u2+OcrG9YV+i-Ve?qn2&TE-q zCkR!mLUty`t59upvkfhC*O@}*lb7O35xe2=q^&u#*?6$K=&be+zAfKfIS5p%(Gh%V zMT*+|JtcFA?DUPa|8MX)^5x(OR;3QjD+zku(%)3y0lV!-xDVPN-nX7+Tq{$Kd__Bx zM>#J{QxrKg*}mH6fFUgAbB4LiBXg4oEWhlT?xixX4;@IyUTF-txQ6~Dl^`Z8#OAh@ z^^j_@*E7ip>Bgl$4L9)1Q1W@q$~MS_(u<cZ%Tr$@WzN&v7X;E6nlJteCJ)l70ULX9 zGgXM%c1>7?*~<@^dJm-iXl;{AZtkU)t1lp<sY0f|wWI%vhlDAFcS;?1>&|je|6wSL z#$o2@%^lqk@_(gJV;?8v>>JiNH)7l<r0H8`?@9c9<G`-m^}V9Olzer7{7sNJA?@V} zjA<S{+7kf7m?k_H&CPhgqU@m3%15tSugR<$?_{L)n6>dk6qTZ*B;T^3GSZCcgP*HQ zd+)2%(|_+cU4^bt1mAC-S5@j#(R+P1jeFN!N{p_yggUXxFONLecVjy-=)S*_>PHWl z0$TZ;M;MOc;mS2KLI!0-&;N}sz1_uC@6wMJYP}Zowu+W46iiVk_^4!F8##}PrkDr; zR|wc@IXpOQQ3wOpBFW6A<6pSHi=oOZSdOihk9T~QC#+S{-(LXA5wl)gr2Xttuzo!j z_REA>Jku=o{WsX??vah8&MKC|{kmKGTNb-hLoVOZaD!e~nDbWm-S8di)FxYkcQ@5v zLc7Sjs19L)vn66(?CXMM?6E#uh{t?6LH(^j6gF46yH3l--M0%AHTp?B(YhcdiD4>` z79ME&>mHFtavF;{T4iNWMn`6r^-5deayWz>MYOJTNi%i&4-LUZdqf)CLPXXEY)IKg zaFiW&RK9`7;31+eYbyGJ9K&PIl-I&B_l@Q)1sc4d2%u~<p#4yyx{-45m4frLd$bWZ zy~AVINWFV8#w~Xs(HhgGlh`vdxor+&clD=UxBBrsDq&q7m1FkpP6gYG!ANtwjg~BD zz0tjOOfh2X7wF0?$O)>+2j_-fXd*gFq&$s*v0nwXO%cmm|CEZ23jtRpJYLQFv3mgO zM?^%NdaG;goGS=40TzibJ{J=#%?@ZTz9^@<3f#GZ_A_maPuWX6omcjTbp03W<6yV4 ziqvO1Sd+0K5wW7dqtEN)p+NmXd}u`#hY;gHMwLw$(0f^yi|B~g>J>Wm7CAtcae%*^ zp_b86>hMnlbGaE?;PiZJyRnP2{=xPpS-MpxD++q@$(y0M1fRst2sfbm2Z~Bc%ZBXl z_%xXewj_J3=%Lo!5<wK^pS5L{AyXHF)Wb}@$rC@<HBO7+3tCN``3`O%>0fTqx(J?< zJUVYrj_COXs!e}#W~dQ_^2pr~Qna{HrRf!(=U(!vT-ewey8XL;$I1kYnXX*z0iv~8 zQ793AIxLWIx)|b}uR%4o$1YBMNr$VQY>I1F73y9T^GVW;91ob`HB<TW9v|=uOh5ga zGLlR&KkCmsJw6p1q{4T6+s+{1%}VXVa)v^KhRL0>F!PdA`P8u%tT~oAMs38FZ8G;H zR{TXTNz^AQ)pJ5SvtHIBM3ZFelxu3I(*@$BQ!(gtkB*J;aN$VZzrl2Xtq3mESX2a= z5pq$|)bEZ{r+WqTbEz{q55<xpGJDR`ur?K|!<+?kMzY!<lL%I1Pj@KHGsjkZq$oh# zu`^sN852z49SvFZ8uCq~%*E|nN|In+-$y4T<-59-8V_1-H5wJpV%+F&%V(10pNAq# zsct|CAI<N+G(S+IuOKguvzr?L)1Ta@8^q;`SQ6M0k?Sn!G<5;bU2y(U92pMD_NKZ9 z3VG&zbIVcrKONt6jHdpXxl}|`J6Pjr<t|+j=l9K&C!^zkLj0sZ^5@}1<GN@#PM~mV z^l(IyvG;-~ZWOku**&%753qr!t&3=YV5@J@O-LoVw@Y13To#sq9h@`P$<Lg-kaOTI zgJ{w3e%38p2TT)o7^Zw(GMqur-`gEl0b6+*G-O8n7?VJgjx%=nc4Di?8WUM(=HgS} zHMMV~$$!ORO+WzK&41nXubcl^B@$UySF+bC?$T*~_jSFN6{vKw-S@B+72#VLljXn9 z8x%_C1trqJP%<qVrYgpBA7V|%B>_8)u?lbLmBN0^q&QA8q2Bm*Uc?--#AmAZ2y;yA zMjtH9X*&6}I<AeI=TCZ=dR{`n18?KU|5;Y_^Eib`ozs=DZ2y#klTzrk8bK`C+{*<r z-YVDw<%hZ}#4?hb{~nkZw)>HufA^wMd`>X3!#s2dLybuQH9qYl0!D0{0R?7AmK~$n zrJX89;x}^cZZdrcQ#mtMJc!fAH2n}>+;^V4@Bs^gZ}oxLQm*11A`~~rGsU~PywqjN za7vkghrMR5aRE}%F$XX!yqFh2%$^P=Un_e@=*ua6e<-I;wB6yA8a4V4&Skl(p*QM{ z{(7)CgFA3zq|mZ*ypl!N&Od5^##XWWUU3T~BU_Sy(mfO|Ja#nn?4~x3d-fkJP);wm z!+NmiN5H^}H%?T1$PRZ4f3jSUkzl)A-dk|<-G9P5wNk7jT5K&#Q**a@aqRmxh<buC z+SJk6aq1)W2@@aSm>KO1si{Idjo7GGNZuc4iFb<CwX6DoO1-blr|xNc8aI`p>v}Q? zCqg#=&}f}FS`5{(M?WRTwh`XZJh<W76E4WcmUy^u4$}eEwv-c%vv6{;G-$-lBPiPJ zPrt_d`A=$H2e^pc)B_A4p1tl(gDdeRy)4>?<KP7Q?Rby5CT!iZcNU`2H_^J;dAoks zdhWJ$j#KnS!HBUIyq_l5E+m|k33J!T)kk$N+EO&H(W@rgRj#qq3F0o5kp*)I9|=gz zS#CV+zc?>Dbz3oA4i3(6cvgG8!H(jCN@01KA%LXLp25NWX!hS`Hsxjxu?FO2E>%R9 zSr;-9B3yMkr)J?IMN^EW58vO(93Di16S?IHza*$d7oUvf-vD@$8j>}*58lFSae&q{ z)$2UFWu4<G`}%l0Z;kp%#zv-2cW%n;o9vrwnut=~Qq4BBs1}w7R~L+nH%#{{m0S;g zqvVuX!#lq^Yc-FSz?iX1C=Cz_q`PP!(Z)1pwM4Q>)%P=)8bV7Zjp-vjeN}CEKQX8D z*G(;VXajQ|*wgIuDXR>)hPGmSg&OCQ<siMYw;;xh0lWKQ1Krho5}=>7A0$fuYfjnk z5z}8jdOFhl9Y!PT@`W}fu<L=J)6;cXBb@01>Y^K8EEJloKWq7f?VkLmKGAhd2Slq* z2ZW+yg|A1E9O|RhN4|cM1wDD%^FXIqs-BD2TP()t0Y-`AdV|l$^W2)i+mh=it3{G| z@gTZVoXLef^X9%y22k0C4viYc@QVKU@k673JJyC~!ll~yQ+2&Jw)w;dmLj&Ehc)?@ zmSy6vT3=(Ro)`DU-d`MmlnSE1^A?acL?m>2gdjAXGNObHiZdAAEa=iTe21erJP)n= z3xO)|)R*qmA6uq?o=#@CgyBflpm;}o|8mu9o<)bG6P|jAq`+?b+tk^EodF7myWtrd zHXEi5LFBmp=I;ga8mC7sZ4Qr6lNoYGyQ`;rRZ6ca6@^{d*M_O#F4Z6c5ZblLaIkaT zP(*ZX`XOk2j&pxTwWVtp-PwrpqpT(cFj(JrgFN$pcrfPmp?LB2$7gurk<5O8V;Me+ zXtQ5vyEciTFF96fnjNQ?Kx55#WHxia)x3cd$xGnyyr%*PIf>b;9b?mECHKf#sfz{W z-B;d(Zr*Bf`UP(8>x&Fqbam#)$V6iwZ_^KII}<4azrukQ&M7kEPxY~Uu4Cv;Dda_F zsL!~InAmX9<$)0)v&cotHx+X!LEac>N7#~v9whIb3qs^qqRtTLEw<XRrN~FqFWlR% zo4Jk#x?p#f3rl(O^8$d?2I^b_-!j%Y+($#kkrNHq;Gl%Our=qJlP)>-PNcL2qGHr~ zJk@d_=A!lT?>*(c3c@!)m<(JP38h-RB>Ontpv^MvO7d5(v>J7q0=~YRb<gvuS`#TA z9v;A{b@O)!!S=yao_lnhNgCkvg^q^i9}xiz)jDl$_5>8*grwuyNCjx+bA=EsoR)dj z%)NS=mRqQmj%`0-&T!YWlP~p&wecB_7Bc1=NBl|fw`0!h|GW6N#)`M=t7!#uj_Xq< zIi$?+vv&uScFSAAz&oQX$8S1aX;Sl=5m27mkTQa)II<@rC$?)<Pu=sv{2SWwNSlY} zkbeuGDoB}l_v+j0y&F#9$;osCYe>a;vUS0c%cr=wxb~ZAsguQ;0H9B<&y;qsR7YWM zZr(EJb-xwjbu~l*kYFjkZ!amoeh~qNgbD_ws9O7@`JgoM371%^?k0vN!h+QYTWoE< z-xf3lLo(+BFj;*1UdNXJ*T|N=^w)@*aOWT?&(*hvhyx;_zb_+W<6lnQoBkwLs^bKn zCUnF11uP4etDVax&6!eLq<0_^qq~#h`et%GtzOG4d1+d^l*oLDX_C`Q_3bSafN*a2 zV?!Kmp0Pli0T6eomhwuKXpoQVDTVK<rgAcyy!&<{;&UZF-X701+Z%Phy?Tyka`v9B z4I6(43TakL40LkoO~75ZP$1wFje51;&5aWVopv$kpkQE4BBV@UXdK^0Btb=<w0KQu zsmy%Esv(b3C7$fkZEf&jYn>3*1z}Hm82eKd!RXcEu0;qrY$=o0sPrmZ+-=c9-poPj zoHK^C&~hnS#Q3j*U2j&b8y8Cpmb+fVxTU5`8vd@10AS}SNFX|SMngmKk3ezC(Z0Ig zy+B6XevPvwlE6V0eeGXo^-WxEF>(w}{lJrX;li4@>^>qGr^=kvaJ*0j^>4n6)A{HN z930%u$r3Xdi-LlJ%k^v&P~KqkdAW5u8k?BJB{`E)0v4^Gy3JS&S(0snRF5AdJ#>9t zDP;8|_MhjJsXUkNJ}RZ#*zlLEeRmpUCmN*bn|<}&#LjhaDk!UT)$!>Bo041S^flgF zw>P}dx=@_#MPb-(mOIkjxl0}6I4S48NLF%Ko5j&eM`aI}CX`J|aPgg75L<s(DSmz1 z+%Cu)th?p#Jb+(G&L(<LBnKGUKHs=~vo|wZud*+7t|XiUYy2~@5Hq~C#K*jw$u87G zrYI$9ImiLQ)w}!WOE)`BZZK-UEdoUQ`EusA5EdYc@iz;H-((clmEx_9RdZ=Zc<wg? zv^zYKXtf$4s=c3FmYZxR9<KM{;94$6P9OGj_HPbn%C(y4Hr&bOvPTmsm9BU@?Y0E9 zb#z9~pc1<?-|92P<FL>`g=sl5&#uL}-X~7aiZOP7x+vaM+yzhVh66<!t2r&1eNA42 zBBf)=LkCw0dgYFbT+ICC>40X)L?r)GS_e8@*w0ERbN%lbL!IA<Gl;*9{}_gYs@3>l zyjq5Pi8vzY`1I)V(Zc75xl}u1FI>yIF;E7&<OW8>Sc9C=0-e%+a0)B4*yCL2V2xMG zX?)inhppf80MB@93ny7Iy#8W(W(J$Z?DImE-r&sjcuqga1ElNoU;^leCgv-&u6bRL zYwa|WZQGQ+fUsUbfkh5J{`b$gRJB5KBAfSo8B4^31!t++018OA{ZU1~J?EX^O!>rd zxgkQe5dBN8?Wh3jw{=^?OMXISbum9{mCf(v&85vfUvR?W@28fWgFv$ZTU<Fo)ejrS zKD{f}>xEi#HX?j#<~jk<lJ$B+Uki{-H1>9Q3G1$l<Nvm=oauOk+|d<@M^M~Kk}HhJ z*;A2+&CYxpRa-T?{eg5;5C3C&wZk~fi3)9P-ON}bV9-c!hN9RYdtd4rhvoKQeA<;f z-tCCPoN<chao+PFD`MmN>DYg*+r*>M=0^^O%9)3kd0lk*mtYw(=BoB9c;Dws7(kI& zD4B$dgz+Wc>U(l*><>FTyR)6JurTOP80~BuLql*BMb9emw;tYUFV$3sEl?fW5Y3r3 zPJaoDTTa!AxC2>)TB~7RDyx1!tyqMpg1D4VyQ{o?cW=k4>L~0{s;u3kib%2zm9G^J zA|6c%O+3B1KTP?2b8TWvG)YVI1l1lKkU$jHXZ(ROKuJ_{>sO_em&?J#vA?_c+DOAW zFc;`V;>$NMRSeC=ixKVHz+HaDXwuWl4iT%#8`Eh~w?d$av+zr|Y9BbUuV$JR$g;wA zs%-goUKMP=w8?5)<<`cR*n~DwZ4ipM%c)R6jMR<-o$^sYfjO|@`z8~G!+OP|mnVwk z@9z(|v<RIU0mj6DE%<b$PTLi7)2KQCwEq>O`&E#^aqW%Xy@7H6HWylOn9xqr#@c## z_f9?vLEdjoq9AIqM*;|A4oUj+aJMOA&gF~m1{6cd7};actrBN$Zi(hZ$WL^wsk5!+ zgRFY8OzFK8@T<wppFHEjHIU8Vo!r)yeF1~+!sRYnQAiabN+foSXxYwUbj8W@%YtFn zzDICe1ZP*mA1kkK=*5|%@2Ac)&|0O@ZvKpdf&$2T#KpylNQE@u0l#KInr!%Zb4a7t znfdnm6!TjsWc%o7_?JMyEMkYUMvAGPQ~ek@0@^yv^Ra*`)ALiq@>C*chv>wc=5vgO z4rr^=)zo%d_ft9EkJ+H_4MOOFiq~_mRrd~WDG=>TM>3xRQRF#ux2KL+0KG?)K*GxB zd8W_C9L*2^i7wtqCJY!iSgQUVnJ+%qICSl^*wJ-)BT+9z{aRrjrd!oYdHy@Z`-bs= z2LN?q-ElXr6`!ht(xK6I_v>b#7cSt$C+6Vb05=*B#jhH@w`4@4aQZ`0NzJBmKkiTD zn7%yTy16a7K<4BEgrdu0!4mt7na$0(us8COxhr3%|AA@;ZrAD?g0uIL!?$brUUtO& z2yZ?8xDns!ETY81hqtl)nU0(f3;+xR`f=qB!r%4*IG){mbUm3`cpumtmj)tpm}2xv z>x^&|tD=Ib@J5%$2G~`cJ9;n{u5(w)0Ix>?O`XNKm^Pnpqj(j+1x1o?g)$+C>VVDZ zU~<(6a4ZK5ngO?FAOl;%*q96nXK{TL9B+3+)%`Gg4wGc@W8kZa5F3obTpbnv-D{lK z9|8f<y}Hy1tjh)1N|3G!H;cgc<Q$Z@(a1Gs2)CA@k@v1r5-F8V(y_APW?-_DM>#Uk zR-((1GwC1gD1UK-8iH~CDGCD~lMkL$nRGt5es6rch;mW$Ws9nMY`t+rHmJTLp$$dK zivzIv7+aJn3Y3&r1F4DcgjKP+@mj(ZHZH(%oSC+2!*pKn3j-8PE916C-NTS4UG;jW zlhD7#eR%Jv&(FOG{q}KrCoTpaj{Q}jaVmm?bxJS#0O8MxHnxO6`d|Z%^kX7^Hlfi? zd4;BxW>$7*-r&~R@!%Z7zWU4IpgK*^6TTx0agix`_uc-8pE$_MKP7@7K=z@^ZWf8+ z+WZ;IE%1k=*SIcu^zQFvluM<YoZ>T$tiXEc;Bx#w6Cu7B87lBDTi~58W>(21Y!9=S z-|egaOn`giIezBB#Y-^WO~9zkb}|_Gb4{!?#pdglq1|<5pO6tn?hGzR%f4RYn__cL zQBBxgjaFk4@b!LV5-lCfhQ*X2<8aGerK=lUQcDYcJ%LYwb@!e9H^u8vK+*NYy|Ldg zRuu<wigXwD_ttcF_-bqIiQw0B`-!>mA=Qu`sgYY^@RIkQ07ca!V;yX=XQSV8`6Tpw zH)Vq+huLW(X$}vNs@c7IkVGC2^mtLjdK0Ih6s0<GNfow=`j8}PAb~g|E@PA|;;T$c zIufKBf3u6`Qs6XX3+`&#l=~;!dM~J~d?TGzE&{CwtQs|=Ib@m7R~m#(*>GAEM5Nb% zOw2vc<kB*85nm&C&Zs9d>dSmUIvBin*`zhI_dET-A=%;Wah>k<af`uxVdO1l-UGjF z`q{^X^Lg2wSt63#eZ{DP+eGcwzGqG!efQu@l8l*+#8o8WAg!fm6W&_vJGjZ`1ID2C z65u8+C(P3W2K&hUvLvz}vPaZp4ds`6E&)#USn4ZnGFvMjs5+~?9!(Ucnla%)31bN4 z7i5Yz$O`nEhtFhiS-Mi!o<i?Rt*weAl4`NW!RzZ4?!~$@7Ld`ytMoC8+4uLBXJS%+ zcuY}TwpT~@jzdW5hZCbvIAJCuW&nqy@iM#Ddtqd@Z%(6f)GD5uDbJDpg6q0@334Gm z{mWv?<a6w{zV<*Ts$muXz4$ow606GA8$ZD+S1yWA+MNBP4E71Xab2yV{wc?<&miNb z67$5&SyJY~s}pog`+BCIyj)}&C^tDre`?lDmatjcU8V?t;j8Rd&g~xp#5<khRO<M< z4afP3@72cv62ql7{=X|LSMd|6NYmo*6gb{bdeY)6T<tuzPK>ETc}E_oQDQ{Imn)YW z_f)skvJ^S0+$=o;A{4@P4A#V=5pe`_p6}hcdYp=7gQO~%bLxn%RC9iJc{ZNv@-je@ z(0Zng(9zbB`Q~E*;=H$WXub}eb`*V1iyhq=0S}7{i3f%0_;XXvU&5|2*U=hilhl&v ztkD$6xY0#KUq;CLJIyXw54F$@7>ZX#Zk#!wd#Y=7MWW~Q_Q96Ic6;m+QI|Vag+i?a zKYjBDfd8KDE?`8(q6Y%Q#*?_O1&UB6%}<P?MM_%SKD&%6oq->)Zd}(F6{f{!t#L;; zORUZ2%eZi|gjM6C3(n6CM(77^x>yA%ugWka&r_0+(!k{p0ReIBK9$3@qm0~IL(n8? zHP|g$IH7Re4=oRZ*O`V|8K%X!5lH50E%;I%^u)@zl7I+=y{Ua@Wo3iBH}SWNnczoI zW9q|oU(SurdP<Cow{Rh60#_@S*W^}!p>@2)0u6@xEr0Bo{5d4-vF<?%PNsAHsagc& zPR0(NzHnprYu5y&7O53qOuu4d$D~2U^3-13Amrl3t@d^d;m5=)qJ`-wGqU1cdJj+_ zNv$jdhBL?}Z;kpFYj@hIok!d96mTEae6#I+gZFWHst~#RUk7%m3HR^kb^!dM%uq{H z_pk~Aj?3=*ik+5Nm!A*|5bG8%7y)aaj3#ja&DZnkGupWD&vm3T?<)18iyPOTDtB^k zU5g(Do0%1;7zDd1=5G$KW=pDXHVbd|77b<rOJ@IKfc5WjD|seac+_dbaeQjpEDyYt zf4Cs;9W>cQ>x?RwTSzDL&Eo5dBAl<;AR(giw*WHd!g-?V((!Vq?-re>^T-}(R$+?V z1uE9OP5S_9WyE*leXx?CSLnQ_7?h{JWcv+e&I7i>n7`{rQbv)+Dzkj`oE53PH1WVm z<wzB1Z_yrdFwnSK25y+1nVhP@h|5xCtg8Zo5U`ZdMTvIOY?<2qPQoExhuz2Ost2a` zZES1D;zyA}G9!6G_<Guh212-a)iicTpBUgSX3qCiXe_&$pIH<&HFou9Xsv$%F3ynK z`Q?idTa>}YQO`+hGeW>X_sne$XpGbnYu*lvjtjFvNI7H)dL$%(65YZ%U{6SD7kE>G zMRm%U+$?Z$)SE;X9m9f@a>HJC$Og)%H_irz=8{5mGeQ$Ga4!d=KX-wM|JLe^{qKE< z5^ZIKQ!h88N|lSkZJV%p5nfZbO00^Yziyo{Qm#`l`$k(PR{`qIf#UFbs0L^}7cxfP zI7$VjgQi?UTv^*6q~>nLcS7YJZeNWwBYQ@Mq)tE2HCSV0Zd8;vdfC~O*peM?+x)uT z0Tj`T;lo?&sZkgJ)4sFc<Z5SSdT1LZPua`_?s(*i&+pltrNb%2`vRQGUWRCP#7^>{ zO~-pVah_Zo8a7E%^Y{P$`aDZ6R_n8=;y8obtv&|623c@cAh#qyERJUbO7s<P8s5e) zbykH^b96MvZISO9f>^ECW#Ur$Ex+0?xWB++o7jpV+g+`tEPxl?UEe~wxKL>nUA$N$ z_IWasD*>)2Pr{Ll=k*H&KD})(`>u9Lc2_y)B2McHbH*4}l!z9ZDGScjp_4HPWJvex zLS7;0fh)m@H_4LH+!&-f8Yo(|kT;jC@5TFzZuYp0j9H8SXGj-S$0k)Oz_zF_yHcVz z$r#Tp$w<d!kB{GHNt^S3lnW?Y-hyKz18A^q(ujx0?gi}$#nL})m$rWn_VUaz7NvI& ztU@Vqle-`=NM}0;age@WHzksVY05wquXm@UMwu>kkVgk5EIi!4=*(K;N@s*vY#nKE zB~($n9`#Or)q<1bmL2t9VkzcEm+SIV<aE_=yf+q2HUWy{W|vdV8eLpK6th%kDpg<w z?sdMoDJAeLB8~$3Y)SWCjl(M|fH4BvbI`)2uOySBKBW_O5h6d_$16bGA-ll&&P0Pw zvU>)YaXGzq83<h-V?|%1W|8IO)0PZDb0sRHYuqXK^==Rr9&^UVb#YD=%X2l2q~9a| zqHJ#aZXO|kC#Y_>3b>~Z8|n}6CD+(`gkO9zjixX;+j+BhJkiXjC=!91>KA*W6^V<L zA(iiwGqJdA@IPTyFP5mmLLa~N!|?`3tDn6T%=5zJL_`p3Y6~RZ*P1jKib_iMuC8Kv zln<d<Vip)cb#dV^h5k?Fl6-!sR@%dZ3qW)bfW-gnxiGQJZx>gNP6h0?Gw!w<|8l=_ zPi|HuvtfWP%ar0BjAa$VTCyUOoAVv686HRQyXt7(eZ~NtrX{tRoBLTp(6hUzbv8V5 z>29_C;b=M@(C&CL1=7Q)44Ty(atCK_%@<qXwUY5jFP-2Oy0VBsz1TReWs(8oDs~Q( z>u(!15tOMc9+gd={=W`v#Ur_UfObj&AS$%xt8qS{p0{G#Cui#H>=g0o=r<(h=EgNO z-B*+VX^)~Q79wi$j*mCyz+r|&M8xNRBPUlZQ7qWbDc*TYG$scDVV&5|e<UgYgqHyd zO`pRj1f|@<YC0QyW|s+l(?7C>&Z(l`_R*g8U|mcAl6Z8LH(?Fa6>8JqVsj~Yf~ok7 zDAW1t^}cKvHgn?Ex1|qAFhBaBEX4AyqAo-cqEE#27mk$3C`@X1zzHWBp6S42nmouZ z6(R7colh-M$b<J@i7`5CL+7lejrW^OulL%FtG&l682J50RyQ7J@9eC?i5A31L0o#^ z3@SghW=ae9jXyg51;S)7?fvsJ)~CS9zibm|BY4dol9D&11qvAHk37)cyw&lyp}7Eu zv;2Up4uAiFujqB(5yhgneN*jdYtKx%yBpF3i<>AJlk3$2w;d-2kAD(=jdfstT=4>3 zDxmb3d^v=r`q&niWex%_&pdM&aKAsBUCFI|y@5R|25f=@fw|CNC+sUc2rUdcB07+3 znpg1j_T*4xQiW5_VZ9_?ArqZZ1)HU3ikrz;uU>!}YqP@#A9u;LOp4VcG6_Uj!tOs$ z|DR0mok!Uj@zyhJO!UD=5YS<#uUmHmk>W@QbuGUnn#_;&Gaa{uufTKjsh#m(P&O~> z(ie)B5w|;kj*+tvImg67lV5{MnELbTJAOHn|NZrKi(!GTaN`mWBO-H!89lj<rcGkv z$!xNLqSne_Hxs2L-R}1&zm$EL@j&oF!?172kQJ(w8A2~F#3x$F0GK}OpDIRpK5D1A zuwXdTp%*E)U-MAv#t4o^drV$Cc0k{47Fp)|$DyU6(RJpwZj*VX6}hh?<p`wIAAJZR z0U0Q4;H^A&E_XZ&K+WIJyp3V-Fx0{&^>zSrF37eq`};%O>fl>nZLSQ(P0I<r5u#qR zfnRf<kIHVcrQ(H~4Cv9ci|91W&CBl(bZVK;GQX6F0B3lgCZu}dHh4TSy&Lx64PP8* z@rhJ;Oof}I?Y*C>8DieP@~WflL?=8bcKw$y=Cd=g<mqIfAuv}}v$^@<@p(SP7THS( zD1pddW$u52QM^1Rie@X7wN5{u4nBt2owB&8DK*kmqXWh-4cRCtQ8ojlRqPb?afE;E zyj)4Tq@Plf9Koo*&zji_cq7<`rHALivYw=@lZUrF3?QDfB(G+#Gek?iC+H<ZPbFfY z>=q)E814v_c1>fSDUiYh;J8XII3hAK9|$Aj;O17U1IcvWZ%3eI$+0?n2v%jvtk28& zla|dz4I=ZZKM7!LG^JKc8fXu-|G7ZwO{)V^hNa;4SmAbutr+XJ@8KWm&PN8@`1SzF zuZ8>Ef1B*&6HNLi78P#cC$u(HmkD64u%Kj~l#x`b0QK-0?o=qiq@V(%gM|Ogo6a5} zrmXfFAOMD|B56kO#w0-SrO(H@Lm@D)?2r|*gO|RppBt>~-F+k500bO0wSO~?HD<EH z?07Uw39uwWz!2_In=Ad!V9frUnx4s0t%=EFr%B<hof#uytie*<=Ptd|&=Xle14MID z7b|wm6COFb0MiLtY&9Uu|5l8jZU-~JR{r$1loPf>j+TS*4vdsmWK0gBqz*M@W+NzT zBg-xZM}}Y6NQvqLS}zknbWxq%;Hl;aC@p`UB8HAq-4;AyeSLN!?CNZaK!B<AL);Sh zNMYS$u;t_{Yo1VCfDrbw(CA?+!enIR;0ZdLjAC~>kS8G}P2=@sizg$NK(n{E7xBoU z@4WX1a_Jd?v5=#=vcb9uz7ggLp58&imBZ-Sc<2s(zjU3R)K3uvAzv<~nu{}?$J^)b zX!(wAPyy}L9ogB|6hEQKb;}q~)UFC9o4E9yZyq|!T~F)L+dnVc13OcsIbU$ni|RCe zc}_8=lD6f#U!vOuQh<$Z3BF9p6|!ByF}kz+)mkIVnd;Xpf!+dUN@$>Enf8U^1APX= z2FUoAK*|}*=^CaVt0O=0;mP3@;!CtJlOuvgvcv@2*T>{IYr5&nrZx?VXN*GA_Yv}X zKvT4z?HPT4@3y_OQ=-{Gb#`{<+J1Ys#tp_(P*8X$@F(0oZ;t@G@3!#vih!}nqphij zO*NSK2}-yqMxoQ<lj#oDv)zR!-*11|{Vg>X+zzW!?(a8Z7}HO0mWzKxVvthHRT=|K z2T#*0r;FZdRKh%^YufD$QZ~j&xzzR~VYP1<6H3(v=C3NZkJ6B<)SNS0Qw-VZ>(P51 zWeJo+_nIu)t8PDY$VKe+XE>#o9@N-fd<?MwxzC@}w4U&ojc?4XDnSR==;lwfOpzdx zbxpOib5Ao1dTpdu!LhW<tE)fy44X$s>84tKsi~>logoeS_}`OaprD|xc?hwvLWhh= zC@I4>H#ZHv;Bhy%E6VL2TXD4)^S-nmz40arDhP=w{U48%)@FJ&vz4Q6X9nqs2EH&T zLMho+5IMcTla+LVmx`g?-S6dhWPBlk0BUN2@>`-_9Axye1WBQzZ|a<yEgJ?b%I3dq zcy_z{*M8_f5p}Nm1Y(f$t~FHV>kb)SZyP<g9en{puk!?ohOrz<;Vu6sQ09*z>}?2i zQyqWxdl!x6Q7);%fBP1XjhnZC;X5u3xYlSD*d24UHn{#h8(i?V_+!N1>kqRzd0t(D zyvi&9JfL_1%grcN+exP4ZwZYu+drluKRt8$QJxk}=CxYWD^+}_%h%m3>gB)GI<d{i zo`JY<zB7^U5I`(uhOjlYb%rYcZj7xO6?{VmYXy<D0c_U}0K*hy1s5-*<7VNe1?<zN z=a0<!+CyX(fMZ2@o$A+0|A;n7H97ism9j{J?#|6?hm}UN-?$u4-jV6&p;21x8%<=H zQ<Y*PS_}lrAxbwlk3=_aD9n!dx%E_Lr5odcwY8V%3D=XwI9AJf2tZ>kEGW3n30ORb z9XPcbTA%7WmNo^z>~){h|Jg%HIz=8f2w4d~%C-Q@PZSXVdgUnZlsiUXNQnT!H?oFy za68{wk-HuKP=8tg15dmAapstDMAFrlwn`JRgg@}fVm(Aai;Mdk0w?lwsg-`&6m_o@ z*I-Mfk*(%XKC_wmVgWoVzEJ23n8b5Fd(T3Ut4(zfweAw}mRq?{BBm5Na6W$_f>eX` zNyz2p0T=Q&Ystdz2#Xv6GUldOGB`D%t@M7w8hs`+d)5O<6I=3T_wmuJ6c8@rr_sIk zoiq__ki|+Pt?%oDY4$$QMv;rapq)Iv6$xDoX2ph<s2Sd~qt;cl5K*?wb5VAoUgS+Z zKYz)dxbqokdh;Fu)Hh)*UwYq}<qOFzL*F7r{Ww}H&ZeLTnEkrr?I>DuO_(MSK;zY; znA^Vb7Bzl<_)tzzwt9Z`37S=zJ=?*BMj;LCa9wLvp(+Ga%YjYs+y6SH-W3Q^rizPT zum&&?l4p}alzwL+PzLi<=h&~fZ4?u3EZV%amyHc{cAf&LSy&Pe4$QW<x9wbA2L}g> z#CxUb+b=!<`JX1Esf;|}RYzeFk;~Jjjaq<XR(!x?+sT#~&ZY`^3+xZrYU%o=SiG#T zL<<n)#d~>XsI&e6>1OwD7&Tj~>SSYk=R_#g6|14$QemVG!yqZ~Df^RLQeLCC#vaWp z&m{#v-s4ZD1v$uH2~Mk8JG#NMgn~LiFIG(b=MdBLCA_h2NGxd5r+yhVsm%y(K0EEX z<0)P=S9J!$g6(quKdpslIzr6?M?GzJ@5)ZeTsx;u4swBc)%Y&H3jsi-FwVcE8EXt! z#W{9$&Mnp$VKW)SqN1W28ynjJ=bNCA5W))|tHrGT?a^E$0dG1m=p6|dnCy+F^^(Rc z-i;TF6i)r<qTgE92#rx-E5K_c$n5uF`8M_20mkR_i8|-xH4u==jTdF_OYVKmMb8bB z4IOv1@{@vSpq?vCcBQrOTqta8a@deLFI2o~+_BhG!64Kb1#n$Ue2G=^QKjqt6juyW z@j4M>NfXaWHp(Eo|G373#&73xy$C?2nIQ4t39<nsm2*c=iWPu|Qna4Y#PZDhEYhH> z&h|Z>cn5)0(NE`L>Ju-#W8X1kGk`)A{bL-*sA=rflt!cr%=_l%N~+cu0}u0Lsjf(P zzZ&5aJCIA|<&C1v^+77<=U@uQDoVvP#wJep6aEGa(OT;G&@lz4&nX8*Wfsw$Ce8aV zKqlQ6DU8O9w&Y{rnY{qh_Hkdr22dBs$W)~_A5iTnE@t%W#Ow?T@z-wm!Pkyz_)QbY z&3gKW^b!oL+3i2r3IYzF@bkMg$Om_9_hsM_by|A~bF48Yn@_Y!9SGnKOvROq*p!YI zC-V0}J4Y`$5+9Y>4p6_GBX0hT1%t-u@Re0Z>&O}v;)K4N7pm8W)&sTGn%lwk?_~uQ ztV$0xoO{+^KlK85Vv3B5?6#NTWVN|_E-eQg6SAbRQ$pn;DEMfzY4@A{5zrGWEOjt7 zP_KzQ{Aurny@hXh3L5|@DxejIfJ~<kVDZ1-6P`)ENU=11zw?%YKZ~3VC-moz7BCkI z+#*jterzCB400|yS^h~Nk{z?FHx}?d!g|~9#N#zrVNKTQXcb$T*~ntYK`gVmRi!_K zUVSZP5~NhNKO0>tc+KE839zv;AJYH1KYPsIuJ-Nik-aaS@q+9f?ITXMthGeXcF}41 zvApFd-ONmatfTC?DNAe5KdnQChC69d@8lyg8UA1IcE_ag_uUWUCv9K8E~~IFWKk2q zpb<Qd8dxf5u%{x@>vu{U0E1V_svP~~z<HBT{|}TP$T)k9utw24FeEwTkb@)N*0!v` ziAPUCpAN%T<gS0s6QeiYoSCt?nt4EGN`an&C#LOyhdW_4%BxFpSiG$eq~E0PzZQ_> zyXFsPk3#&HHk4?AXf8gB#RzA_DCHVBT{&_*2p|Fmer#xZyO+Ky&EAxjNNRtuJH&cs z6=~V9Oc$bu=Wq!@B0miSx(l(+)3){&W3WM!K8dx)+<T_?x8_)lkRSRiP_;IXw<7@F zsls1tmydje2~cgeT-(`XCnSKRM`Rq}Nr<=3kE+NxY>1&-U{JR);xnG_v7aShn6;(b z{{A6Fc(`4x$~UI&`cB2EvR%^}!^q%8)JgaCS9Ag|bH*kZvpW&4p;h4eH-KNM0R5)P zz%sLAlP0quqXgP2KSJdI<=Q9$Ot+(NfY#xgA-be&d}3hV##|1-p*s+!n4|$6m+`{P zZ@{8LFvk=Zm)Zoz8BF+OEqIoat<YxBC8Xty0SNsudjs2auPR#(kS#*Dd_>(Q$R*?B z1ixrMPl~$|`g3^fet+Np=89B}YEvQJJ2^lnc>AX&O6W_xRez&~oljG3?qyHQ@B|c0 zk_i*KD<?i6Z<YU49&{~jI4-?3g{|Kmb0Ndt>>*hq!2Ay-r1a7JoJ>M7IC&LeT}(RJ zgw9lVJYzGz-;tP=;!vWk`?mbpI6jR#Q{{7(s93C}{LfzX_h~&j-U-0sAvC<JrnOq* z2XpW|q2zvP7D5s%+%DM`gq5P|=F}7E1)>5wK~h$GV(=2l&Q>|;<V>gU9RMspX&~%l z)8?8MO1C`x`K7m+ac1WN^L$yVII#NjO|eXzOybW(KMFr)mseSNd1aB_eo8~v=XsvU zzR|u_G73Hw2`}J=F=|M+B*dQ!lbRnWbifFa1W!(G)KL9h{;1Sgds*HO>wJ#6l3{oK zZzH$LxRw>z*9BS}L8GpfA7~Okym2w;Lq6ZYp6HdA+a0l}o)!l>07&uM58NM5v3DPB zb_{A$n-hH`B<vi5E6as6=b!$Ex3RQss~2TflSO<WFyEj6Xp^e(tUV?J`g7v-UpFP; zhEocfwl-2Dc`D4dwN|B!`sM*vHR@;A2IR&vFxAwMhi2s`o7Z+MpBzaO9B;MOqBBfj z{fmt0?6ox5h`O8=1iw7cy<Yr?-|T)3dJk_F7l#FuKEU|&zPk@Fe<mKExIbSg)4%au zJ}+)E+?{#1Y?r}|S+J$+`J;*dFQU~TG6|Bn8s`DTT~E!%AH9&DFa4HLmm(K4g40g2 zN;iT4B^8U!YHEw){`y_2=XnQEx!<p@0N`eXQSkPF#kG?4{{zyKYv5piAB6@yAEwM$ zns^s#O-4dPL%WBD!a_q~f#6Qv6L7sd??zCyuKuu}NKEf7_e9)h=pN)}R+S~Ic~W)d zmre;lS2?4Wm?ZtxAXQ?{xDc?ZYJWOw<9WX5ZQ>mOJ_$&+T+N7yk>eCCCh#6_$2P*A zOCK5@{<E=>1BXsN*=)b_Ato$5+z@c0;d%I%Z~`PrQsj8WLqdJ}jE}FgdFdjT7xcOz z_`_Sg0~Tm|mMa6d82Wd!to2X)9BMFODgs^7Y}8<IW^-aVO+ZWrB)@CG@>XK%*hCuO zSAq@+3F+qPIn&~33JhHUipg&4n2F(G5^8Gd|1>KQk)oucd5jY^qIswq$$-XAJ-o(2 zJb8E3H{$w{duVOCJCVN;2q{hf`&az`z#{}Op8I{eatRo^GXhEi2ruxO>qnnpU{G@! zh}~Ux+d+bO|G{Rx+&7xWtkG;|V9$?(5%EzYnK3O<6R+vDt5|Xe5z0pp>@Alc2&JBk z+`H=gGyY(a$Z};#8Fv{K(0Q2FS*IrXpMg=u{aOx{)CIW%D*8h`PF?T+utHcowe7yr zG_s1Aqi4v1JiupTc`<yFK&kRB&`Kbe+0OPnGXS5had3WZCx7h#uNw^~Qa%vqb@}jC zR=R^@CJ&vUKYok@%=27a8n1rQQ1>E=#KzC4sF84`@YEeUTG+%T$A$I8r|nOcC>1%} zUl@>(kYE9kt`NGqx<DlE`X%jhy?O6+fz&mx4O80R@$qq)=ki9|jd4J4aK*C@+-ksZ zB;|ZD7x)u7DQUpzN|H_@yVauniDOcdWRhOK_lc*O(SpPFN)e~>17m|wE2);1kSED< z)jz8WB;1^b?8#$OapwD)p;dx}C^?1i=XYA3nowp8#@dZbhq#A_L2qjoGee`ml$7H+ zyV;~4U?wNu;o+=Wq3OKxyTpEH02n<@U9Cz;NO(uTyq<TX;1ND%<^*6=a{KHoy3SG7 zdHjTh<$Qtq1;r6FnSJ7C4=vczNRw@7fqClS#?51IEqQHb23<`}4VY_(ML-zw_5y@W zu3jjZm?<C739@8Edi4K-wG9nPfJHEJ?bcv1CoV1BZn^D5k(QR$+}u1_sl&}?yDl9= zzzeU9QO5S5|MmXG{STU&Ql5$2KXSQZd_}(h*#s?G;VyH%Kk*3b?^*W<YwNxcb~qQb zyk$*loVhDXWiQEZ%`oD*o@I|W<|+-V>rLOouf*zPD43hzk&z2MZjbr~2G;KYJzmiV zPwN{G?@ok%D>mvfR2CeTd3+_6Wloj6sekV0t7GJ}S5b>L22pFJvRPdHK5tqRCIxdA z*E}{lDlToQ@IrZ0L=tFRSq=|hZ+wA>NW?(PBK;Z9gZaphUCZ)$dCLl4|AJN~Wkc_% zIWx?ABg?8S5*@n6V4VP^G`7s|B-f{Y@<K>?`o$5p*A002#O4#Kv=*-iCLpi<8%OhI zI!b}yIs6X&mm~RzenAIG_-q1#Z;!j#Po3;jyJwj?_i)_+Nm2QAvc^bkzFb4;;QAx5 zMq^`R_iOt4gg-z*A$TLVEj%EZC=I_Q|B0ta<jwT5EWuAAf^DkXLlO^z*<d)hO9t9y z`SmpD`&E=PlqcSD<kTt&X|uD+(S%(!gu}pM4h;(f#OW}EgoN+vJkl5*K|4DJfCq{s z<R{?g=Lh7QYAym2irHJ)+_maIY*nM_cL}m^pP0Y$)GX>V=(A;9^I)K(I}SRwHaD+c zK4>)nR0|+sWdKB~tAq0Z%xiNwJ-aA{7meTSnb=%5=KxpLQtnnGZ60Bj9YOb0;yps$ z(L+k)S;^$mFHi7@p=K19Pv3y;a^o{zs*FD*C8Pm{Wm6573#(NXjyixR&mTbF!(q1x z!T)>#wNR-;%E6HekT$i(LufoaRHEeW6!Y2Gbu>nee_KRu$^qOG79CAaM~4g;paJ99 z#lVNft@oxs=NA?_98P}&Jkc1i5QT+>As8I~iE}w0^}!H&bpzSMf5X30FE-ngYBkx= zKETvdc$m6b5x-*rKIAT*k8*S{71l0e@cu%Q9njQ{uNOxQIHmRS>;$+jGy;^#YN%9i znkDI@PQW*~x;qL00ztLtsYQ$mQ9)7(bz|&=CIA0d*;fE%*?w=L0-}JFw1kq<jdTeJ zA|R5|!V5@uhmw*?3QCAbBi%@YNSAa=hoqF$o|o_2|9^L9_cybQGcfq@K6T$Gu5+F1 z9K@wJ8ns0re!RO2XMYzN*$D3<q?CvJ)62n(szdM?-Aw_Q*?P5t@GekFEk+_*Ly5WV zem$gr^5G#g>1q}m-}nlo%GI_KvCS(SW;Z-12!53_YE%75qB(E@{SfNTLi^ia7$gj? zAzU>pS=W;l2oY~?Y*_Y$rS)6T6)SMbgm!&>_F?^Jwv?)>YH*KF=EH#;pNsQ9TQl_! zx1JfI4hNmj+;9DJaEjtR*SCp4dKkkCc3WdQvp*f%QTek26u!UA&=gEsGVbwhe5aiq zVEw@mBc7z!=kUSa=j`Ew=SMe&e5qqzuP+<!TXdYU*+?o&In5VcD<U-WlVb)>0mnM6 zLE5P0KzXSf-Ul)4ABB!2w0D$+?n&4x5OE_@THT<I?$k5JGMZwy5$-TrTIK*v=B8u? zb%<&Vt3<fdzp42uOGcr3iTZxfZHPz5r1Ap^w>kw}f0Y<FT`gVLU+jGX%~JZW)VmTZ z$=4Of8j&P1jYMfI<Oc|Tb#g0TNhlI{E+Q<bpN)w0R2)N0XqH-Wph_@ibTS~rGtabQ z!Y-PbS3WzTfr3#+RZ<FsnHuN-WDoukD6<HA(GzB6pZz7z);=4R_@H5zIA&Z5?l>tr zQa-`|i_t9J)!w`Scdwy{4(mzHc2&EjOQO;Ty+2)}qBGAqwoMU)t*JAHgC6Fx&<8wH zKhyB`jCzku)%r^B#kIRnenxcUYepx8@aSKj5_+D)eie945RFs*?NQ&fIak)AXTp$N z<s>&8x`_E`85nrYV1;QLLq&+I#)!h?CNTuSdX56Q30*{_q0)bPMoTmNVsp|^nDu<Q zg?@(1;xdK&Vcs5WmM_4<cl02qJeSYzV!hoSTWT4lQUWYr>c9kl`_Ds+LaKh6{l>(b zZkTJ+I7^nA!X)|Mvne8}M=Kt;&3?4DHRoQLnk`C6ohNzfRui8mrJ%-CHM^u*r0$I@ zrpQInns<*9gv%U<a#j|psC&(cBaXA6b&a^@saBEWBCV^MpW%AyrkA-aVkED#n0XwR z;EnP3rK$Xzw(r?=NqEgwi+WEcZ0cc1I?n0Y+0LIoU#up|j}MwYi1~;{(Js~?OiYMQ zyqJak$c5`jgnj1*@HGEo#Xm8ZrNcOoio3h!pm~&~f>rQb+jY|h!~B!8vGbN0TGA;d zECRP-!YAKVlDSJD>;!w&2m#?(tp`8Yh;)!K+nB21@3l)#P6h_va+QEkXwjO`F4j|g zvf5mg>qb+qWi<GxCk7pXV)_A2^Wx>=(G0WMgtMCk&c=k2n+r3aLU{GjTV$g73O*$# z0Cf_dloUzg1GUjyvyf_wgFLO0T~86OzmDp8nvE$w=Lx3#R&r4oH}RR#Ls-59b1jrE z+yHg9qW}qHN-U3Ssqq}2#SOp5^19qL2tWB~T2A9t?seL4ay-)%Z(UEo1H2Kq%+0Em z^7%xe0icB@n06~X!#GKYP4N9>dmTTsSx*;08v@Q7B-ms;25UdFQI1Yd<~O~UEo;CO zfrr`t{s#UsCgwI+%3a}P2!|kq;{4dn^K!u7W!jBFshDO`qPDKji_0<*%VHYk-^BQa z@9!#C<+1SdaZ=k|Rp(5c^;Bn7!j5zhlgl9Qe?(|Q2d|Vq1+M5TaXH)JVL0XO@Z4$M znR)&L)9T1BS2s694iZ}@r|v-ue55Nmw6(LV`t1M;p46<Y;SlsLh^kju>n`=CD8Ud0 zIYq@wNZ)2A+3Vy0kBCTp^zG8<_*>sEns1Ity}if+tzNyVM!x>?`5)#-zXg6M2FUZq z<cy!snairpX}WaeZ>|TH=;hk;q$@!cjm@P;;cht((lZoI8})ydR!A03AY@j@#l?Mh z;tG;>W+0NXIr4j=A``?UJpZm{LI|6wxwU9Zdt);ton=t8_Q@E@R#kmtx6<z)s1mxx zSQ93V-|xS|N~JJtz?ofhsL;6CYRl6o*rK}QjsVsA<H{ACH<Y(^vy8q<aZ^%KrgL?v z;wF6;G+o*xcooXsRSLc=5S#paLH)V>;ie1aRY*iiEytopM@MVE-<y1B`s#`p(>_;z zvTv*3Y_{0Le)dK?QtsH`x|8>e`W3F|?mk(TvrI9;qYsf*-=+==o<5aa)Xh7a_usU> zX#B!Gm*c`}$K@bYb;7O10{-Yp&o?r^##dvO0LeWKN`Tn01zGU<EFD_8RaY}&^A3>^ zA5TKYXQ}D0M2#}Lgz4w~bj>6&T;2QK;facZ_3b-K9nzXyBt2)CQAF-O)bwrd{U)c1 z{T_1BWQpe@LzYO+1O%2K=((7gG4}WOgJRtrM4gZUMFw7;?wOKEE38fMeb~@X@hWN? z7R40~M8|CitEE6!vc0_>o_Y{mh3Lsf$-u>@h=%%GSehteBA-vC*ND-R^qvVZNid4- zoEY@azw@L_teu6yi@CV~dbt*}IIyI?067V|wXV?za#4LR_iSErIB#f{K4%4l6ZU`u z<Sh4+4uQ_yV$8KO@R%L%&YeULashkeO-=|g=AnrpQ?J$?szlLy%e_cz@x07jO^~Vw zZ)okNm#E6-#TnZjoqTIyUuC^pUteu)s^OE)aJX(#MgEA1_Fqs?DOOm4%I_JI2^WpK z$;K-^W<#E3-DKTM(D8GKR}XYNPwmG;y2J&S@}fS-mYg-HadEzI-a+&Hs;h=yNB0m| zfQ~>GsfD1zm({yYU#&X^EQoE?n(b+a?`9~A@ncnoj0HXA6jMWUFv2e!wJdI0IcD?U zzxpg=;J5c#;yB(7$<<E9pme2~N5<n}%1aT!4>NSs{@g{j0qZj6vSOnWzAWv#(8kEZ z$tE_OGkO=B<E-kd>>kD5a9A6gsv3UlZ_jIwnQLE3a2aier;3@^E<1>IE2m7NeUlt^ zUrB^Ec2luYD&Gv!>T>Z(f}T%@nz`J3T&inqq8;b*-9cFtvCU97H6XBOKq3A-9A;qp zEw|AqRD2y(R-^fQ#Sln|$eUag$iG!Ezj`#{w|w!s@0PjjVj&Ar!e~n(V(dk{oN~0N zX^(<o4hp7omic4X6^F(110}=5t4{NH{=eR_LRZ_-Z!Hc}i6jrhQTMFdInKtnexH_M z4U}|~l#=C~RA*Btf|(4XsC@cB=}(ucCiaQcd%KP^HKW;|CdkjY*Y|<DpN-<Cwh1Fn zDHYmVR#a0Z-e&wt&KA|d8SL8fU*{bKl__~wtK53RSVH|Xn$}Lyc~)?U2*55!MdX50 zoSfP(aTGqd^}#4t!a|uz`!N2qf<3Y7d+p<jtG$=ZF|;HZ$*aZ>w-f^C<+f){K}gbA z?-^gZLj7lW-nJf@d}$~7*Yy%iBd4x{J2yLxAAfp-Ke$$N=RLyjk;#THt(;kF2z}cp z7xn7p+MK3Xg6+;{1|90K`hRr3P`^2MwoR?#jz6N4W9aTKqDnZ_Xw}`HXiTs0rwgN8 zyr4asmqwjO&GRy3BoU^z4&@4x!D7Ezes4djxPDY@P`upWCC{6$hS3eVA>)xZDmb)_ zBbM`wk<o+!ru}mF!bb1Ue{1&}dsgG6H{_yrry}kML@ie$I^$qFy^fA1fNw1NYzO#E z#IN^bqqd^Z56-jl?D0{{TCD=u1smFZ#Fww)bT?1B+%owZ4QD}n;6Rte5{<@?6qqBL zZyxk417a)&`&^Xw_Pt%;_=DfR?X3+62v`&)CM0Zy9M=sR;>KXUl9K2#?KN~PYC*wj zRU=&MG)1MA{bYNeW^G&J*y<gOh|U+UyQ!Le>*UW!>TT1#6{01~W$7myize^VyOavl zo)E@nF?&JTIFg&|rc)l+#;C~G(wWzuwC_r`x1z~apS3#gohwKM-J;{-iUPR9q&FG6 z0RnXlY;4xu6Lc8N`un%;tV4-O_h;F+lwstVEToix3P3ks*9YEE=};oV<68e0W+Hc@ zA{z5;fCI4I^&G=G58gD5++*LF<RAi{`}+LecQ!v>2@KIL`SSTk(kZ!eQBXY6OZ*@u zy<??bN)g5$*K`uNH5R_$eq!D5(Zd9;q8mh4kvcs<HbZNenW1ty6zWyq8ZDx+7|v_o z(*%#z-ql5W@18GcPYxiHr)AJgClPUX1a25qxgqul+3oj_dPlo*c11@Z+wnKMCsy(a zxv<|*gn}(<W}3k&_dEM5jy-+LMrMEg?R9VRZJ7Z}IYjiB7+wv(byq^<e^s32m6eq@ zIpNDi80b`wH_v8g4eI``F@NB<QB+qa5<5SlnW}a&f@^YI`+4IPh{r<ix|c}9!SN1+ zrBwc^N~W6aZ?AYBl?M$xE;+IzsV2iB^uW?lj%>X;VcM*}^~w@`hJ&O~JfV|r6x*U# z!Bx3cFAn=&Lc6TJ-CfV#O-TxiBF#sNa*cz{*Ph(R;+|>;(X|Tw58%;%OV;bVx;~hj zo2$~VfXo!&j@_L$s%3g^@w!xYt+=fRcj#mAh;0x7gCkS3O?pRXXe(m+0E~t(p50`j zx>d9uTR<*)^RQQyPlj+Ku-|fSA)N=Msf8nYK9Y7dqFKaElf_Jdo+m$_PSIp@X(>5j zLhTA$5656P5)VR(m7O@j<Ehh&Z)s`qtmTyy*vY=}_6!S?@|6^GOnOn$w5kwO>OBDh z?8hmA3ws?)nZT}Cl4>oCq7d{F2)8Uj)9{Pyn07fgs=5c3I;n6ok+qY{Bs8qipaBSO z0vU|W3TQ~yNn<1b(hDTb0dnt!1pX55GxzZ_3yqeQ0F`I86v7<Wy?yY?J;PM9>6LeC z-UV>ccjEFA^C_yA4{m3tV=<%gstR$X#z#!?=*v87)ZlszrY2AZTqRFD3sIO!LSLWq z=d`ro(9q_oDGDm8lzZ6RplTKhzg`<DP;z$WL#hLJ#<3a!>!qqK4D10QDm#tWsgPp2 z#V=ZK@>x&*fHb)C7tPIpA!A(H)}~>lzI-z2vJNHRBFvTApAia$va1@ihj_LunIq-r z&3!KAqqGA(6i*8CjqSt4oF68U3VrUJ5}9a%;$**h8D!0~TU)*0GeaEnH#RK4M^HS5 zex()I1CX;L0E9xqtyOLRrp|k3hckm&PiY{C?2V#(Yz8Yb+nX(wWHSME|L?tol9%pF z+KwgU4IP}ecV!@q^RTxj_8ilaGcH9(v^!mFJ-qkqN(=pSh70x6W3Es3T*x5c|3Iqs z;t&9#C;)cN#>NJze}Lb0oE(BY?7peebcuh2gzt%nP-w-4>KHBUkLWKS?aU*~tBW0k z<sh=3BI>nEF;eg21J+a$o@fvbRZsK=2GfAq?3@jU3#C$ZBhGzht!(K%HPduSi$5Cg z?9_fUqG{80;_eH0y0GhrU5hnuC?QW>EP3IrfM(bAIu7C2(XR0PIaxS4KT?+xP4oi# zZNYS=aJX#hoSz-)L$4aNN?*T!|Ni2gY^%P|Zu)?at4T$UB+Y?u-g06;N5`godS0#g z0L4Pj?`?Ceqz3~{Y<jsb3|gsKxS`2^i$&&*D{i1{$cr$-M{(_4*|Z3{XVNpQ6Y@g> z+_fHuNZ=byl%bOg4CIR@{~J}cS1^fKsA1y=U=nkA9&PVp4biVS1SPa&_%%JD#kLRc zQO>O4x&WM^aQXTpVT|kEYSyumu`f)Yp!=D=8OOsk7pN!qrnouM!x(JS`?7CMpr8C% zW1{?}yoc>D-ok30^Ml1E69$wNL8lO~H0}o*2`BO3l9Gg6Oim7dS3EH(E-wDj(a~`x z2!h@yY5i~d&AJ@&`pq83ArRWWFHRTDb?;e;$ZC~rel_GFWY^O+EYf@js#EQ#@3t<a z8HFt-7RytouYJJrGwG#n-I5MDChbn0d6)maac1k@1vf>NIzLNziukSd?Ar?t2FK$C zpQ8{wHFXjtJFK*!cw;q!OWrfoK|BG8Tg|`h<M~)<5dGdkz53UvSsFwRm-9rJ<UfvD zav6QKQBg)4AIwymIdIylJ*0e=q0oMK1ZbRHZMt`uVkQkE;~RkSK)64Y!om&PgVZ6v zT_G)U!T98?F)}IXiHr>TM1{?D14x*dWQ{MZX9B1ChJTCy81l(>7QnABO?%YF|4E?k zwL%hush6Pb_X_Upo`_lzN$EOtrzOV^$;WZ;EH19vHs%U=<cfygr>A`J>+x?dCVTR@ zpaIKzUQ?b|=$T#2ps-i{vqyUxnqx7&^1A7{)uq3R3t3M-0M*9m6DNCnF3^Ba2fP#T z<D}G-goJjWO9Q*OZLDfV*RGf)Ix5OHC`h(SwRH&bQLaNlO2#iU^DM&8#KZ(x7Ls7U zN58poU$)G;Y*70C;vx&T94$=6wHj3tIN!D7IU)KyR!_2A`Ve4bg1Abu$FakjAB11) zY+VT&7cboYZJPP(F!jWWWT5PUaX97UiuR)l&*bFvqrIG_3PV!n&;#u%4)h*|fv?gc ze@nmWF)ge5IT@#OSn?$lZ3@Id-jexlVv4B`mdf11Ld=$3tzOEOBqYR-qWpoOq>iS) zuKafY4&q6{v%oS1BD&O)5i8LB#Ezm(9lZZuU*dvavj289w%?jWpHSZ!Yr4)^GSyvY ziVqI`W<Ao)e|P$34bAvanfM*zt8No+lEom74#_q7DZ9pI)v#ClkIiy<WVK~%wC2VO z6Jt#POlD$ESPO8S*uRi_`l4b?kQ?|I)QpUbN+a4}FCgf+rTtnxC7MIam~_vooCnum zvVRSb6%I4bFj3U0X_dHTlgx%>wC!#Yjsl8}_)G;Rq77Nt4|I)dMe_Fuys5qwlIHMe zfFrnLOxB%P_Zh4Ar`<cm*eCm51#@#IP+{vm`};Hd8Mw09`FSZo_yL}|4QrHvg(a-8 zkRwAWB_cPM*$*9Ch0}cBj0gXDxc}HaBd*RBOFlxvjSy1~$5X0OD(uXP#%Ze9+7x`8 z#&LebW^MUjgMZ|*#?-RyXht)R&N|G~nHj{>{5GF``u+IUU^9KgPK&BBDO1(jjst%d zg<{oH-h{C-3u18Z-Dl&1BS;LjD@812MBgVVEDTE~jHD6tf?rNm^Fo(?TXVBrakus= z4_OyciHe1czB<KsU#S7JPcpKL!zWS*xx;CyyWUigy-j}0kr-_3z_;1TF_&f0Z0FiI zryTxvV~J%u@9Nv0pd3~RjTlYa*qAU?nyz-5vSof%-dD<F)2*iNw6B{uJ>I*5VCz_D zkA`5C0SYS+Et2t=eKPrxQ!@Oas>0L-Nq61Y11#x3Ru_}E;(Ns|63KYYXE!z!_LjQA zp*}8}$G7wktx)kXJ~CMx-W9MtP|0bvcE>T{^{1jz$G`JzSXYT5CN=MN`h#B`{qQP> zG4)38;geoRd_5)K6qiykXm&91_g%HmLFuGR<c^Mw4XCdd1O0_hcJsc>J~GnMoVK&# z$)3A%AYRZGtt8t1>dLh@5fMEiChbvlVPw1^P?ao%S%`wp8;@YjO6WI@7=vbCau^la zd=b&qJR@!<D;@~3tP~mdTGP0lZNFUw*?kwSY+I9{VyjjS-MRX7>X)f)s=%kI{F_CQ z`YCEOF_~00`_uwalA8cmR)!xf^VZ;GnALKoIsk0MwGPj;&l|nB$;dvOjBnMQ<Tn^0 zXC*=H2w8Re#NzQbEX){+A}r5KF<wCy;BVL*xU*5xyHsZap1lhuW*<&_6jV|@E0lI8 zHv5xhUt^DdaE`?(CM7Staimifz@xS_%;WlSbqY_OZJvyFLnH7cui}g5Y=)Sbu;gt2 zR_b%|vd_0ITl%4dd<Q5P)^|I(GB%pjM#?l<;)}aUO1jK==+^J|lkx<R&HQ}H^G$S7 zq$f#KZjU}ZUeJjN<^24-vSvnr;NO`1zM}%rOo2Eh*lSelzW)L){Z(<bC6pw;9WQ-! zi&%wwww4f1_1(?BF-0#ivSWM7j<D|T=e0E~u-E3NToXa*PWE4;X!$bNBwrg7UDz`D zNGE?P<58Au;eZ9vfWjE{KzD_X6rrWk^SEG8b46);j_i<YZ;P>-%Z-d&Jg@8R-3*&v z-6U||e|`f;iQUm1N}u^v`>rTZ1KB)!4rRQ1tzhz$4bV(1oR+?Pq3tr+qj-zQ^dOvQ z?T@PUOSz6ZWe*=!bxDdN=_)sk-Z5fxTvxTHLN6w$JKuSV+Soik^?p>PyuC9$6x%{q ziHFMn`jgD8-HE%luTk;v`yB_DrnYW7^~=z*CtQI0I3*W$aCW`EArl92nS6<|MAfmx z1YX~gbY-FJ{U3)jT<NBBDKEEs9kZO?MveZg#c@0i)mDE*gsCHvPRqiNL!7S9HfwO> zv?->AE~`Hr^?SNXRS@ea)w+DfHg($v_G`!t!L)DtbfYIgaQH>hyQrwJpdiy=W|VcT z0FPQx(~@>ydX)DE9M6yuI%V8PW{#8N<J2MZE!VKwSF|^n_%*C+Gn(hbVy8b;vUYr# zg9TonNRF+F|M63xxvY+R7k%ZO+&{&d(Q*D~@6^P#oWpOOt}p&6=TWzQjor|`<BfMC zy;<;>pQWKF@G_%&6s4LqM~M<DE%`oOdg}}8``=izGQDAnHa{xJ&0peh|64ozCw~7s zd9w@M?={qoOAMRQ!SlcO=mJ#Gb-VF;=pQ{vG=y!y_iM2evC+6C%2jkJK`ZPr+O`CA z*)K<D>fEV|2WJPKRvyhf3GVbU==kB2H+;jFZ1U&C0Lj&R;`)C?=1}LHBbHb?ol7sf z?P}779+}Ywcc|s!QBXXAQ69jL29CsSxA^w|uUc8RNLxIokt@WQFQLmGfcnMUg1TP- z-F@3`!c0F%2)NmlNk7SrR~_a@aKTv1E33Y!;2i$iiQto-K4QSujA0^y$Fd_3#v-_h z2M0M=2hEz_aZ|soMLHQfO>Z%PKS^@B#;E-WLy|Ovuvx)Zq~C&9nD-Ph?RAELiabmt zVcZ?Cd<C?IrRf<!@?l=d7i2xSwe<?J{7l5I*VPhCfK+h==k)??TdDPw;Gq)?{aAom zE(%G4vA_@qv)urdfNZ@fZx?gIj(8bN!>L&9aRef28{GHKCl&U^`gDFZGD;XO(!szM zik9Cx^+-K0_^}F$CRB#Mv!YyGn~JIAc^bv1E!Tn?6q)#v_S~HwrL2`B+5pG#d2ru{ zGOde4lW)4AVn($b0f(Rnt#omIw&mIdYylF^7Y~c(aqq-`EZ{P%+{cvP>Pn`XYZxGp z4dk!I;jLLvAgil)3`7`{s^C-a;C}GGFtc~RHoj#dIq;MtgZPw;L5c3=jjT*89IXqd zJ!Ut+ByZ-`a!DljxK=&TWB&w+-8(1z!hRO#9wH_TIhC860XzYEgR|T62$D5b+Qd`Y zDgh6vv@7y22y|?R);ziLm$qKY34am3W%gRw>&<h9ZJgeZg{U&GOc6y|X$FIN6C^)x z*niU_MFNS%idXrxZfZ;_;cj$v#|9RBzfTZ&c#hS+Y_P1+!I~AR^0Ly<C*85$iObsh zS5)-3FD=BUlu_uO7DhX{okbSU%`1FRbZu#}Zr^;qWAwC8OqRgDoD;+L+dpg6c*=5s z7FugV@>Q}_5S4r6w)O-YXCOzV8YfiXhCQr=+G|kh{^2Uayf4?q($d|}4H(<l*J`;< z(jwDxHJ;^KQ}qeyjeJwKYoTAF<^F6cQ%DT8;xsLQ#%@Wb1&mL{Xv2KX?Od+<rC+ZT z)udm2ym;d9+}`?pZgwNve8pFpGD2Xx*b;f8_zothK}&1bz6LQ@_+L=Zhp2e=Oz9)x ze?pDH;;NV^H1T*66a0;Ucy1aD0bjB#ir3UxJ=Nh7vGQz{0s>0~PEWBKZ>`$9oBUgy z!|<hkP;3+&A<}~EYkoY;)IjZSiYkG7XNq%Oo*syI2M?oY9iMaB$l#(%RC0EyGW2m? z3Lk95v1RI1%RxUos)Vg(G0RL$*PCS0#vbAR0)8q*%Alfn2NURdKx)?j3S!1X260I2 z7D-zF4~XQl)pCh|tAgZ40Z6nYKu<>(05auIfjOe1qhmIbPXW3gHbpPsvvEV{@AH1l zU6rA|VJ@_C3I0w+K}|Ab?Ei=-9yco`K8R$mKaE1dAAp_hG-0y$!91XY&8d$bUC3?{ zFk?r6!U#YWADAd#JPtP##eC{C?QZx|V+5E^MQ2yPW$tnR+R>jSOUvzS1`M!`(ei+l z`ZHex8x80onp&+cgvvg$ZAD3B|2A-N&?xuj-->a0pSmJDaR8cd+i4|U9m*w!A`%KU z5N-gR+=1kGAp04E`AB{@#A(oJhYs--^J?2|xVz0?W{O+{OAS&A)N5S}G~n#>@-A^D z4im(SE}l>QF)Zvq1q2ok$|t*#MKs3+#v$_n?!V!|u2pMx2M2B4XFa-MR^#QSJ2pNG z9+PI}?;@>wSgVa=6A}XOtdiS!1+RUqu$)toC(6G6GQQh{i}izW+X`0CDM6LM%(49p zyU@p<3Iz4PYsD45wY2`u>^G-4WDkkr_}G1i$V$@^WS$gD4clW%&xR=!P^e+HO;fjm zmR1+(K>g&*;Sk#6ejy>^HBEMQ_Czf7L|vWj?VaYUv>7HP#@$Oobv^B42}kRs$CSN% zT8}#U7CrKxWafJcn(~#Am3=YaCwpiUZrq&{8_&9wXyn9WJsowJsnpE;;I{q+%5a`$ zN3yO^wtAZS>n$|ukHuASh6}l@%K|B%5pI+Hl3vzx&JW4s!p!QU2&^=@=xpk3uTMp{ zgYbj1d~T#|zr~I-?}F%(ZoPF;Px_#_?ZC_3L`;M6AZ}NOpPj-#(+Q!wOr(_l?Jf5x zed4otkBv-y?>38qx<_y0@XX4dlku20`Mt%Otv@^2P3rB4VU0HL8{nNxX|^NAxN+mY zU2j}ku_lPuP>&Z@K0Jv{G;5B!AAW$jZTs2utU)EBtL}~Q5|JPSgPv|-sd5{%w?;jS z+WE815^I<N{T%~OyW4mVEe>n2xSjrK!hlyNm)Y2?m9ngZGUS<4V!fXNEz9=Dy9h~1 zN!Pt@{%ox@na!dhPqIRz38I040Z{j%2MWsTYu8mWox44kOFFuKzH=ICAg?vwJ)Buy z8O+3UFEX+#A_<pKFMv0x^Y5Dk(h$YHgeqVz22gGS$!?{j1YY6$6Mb5AzbhqUiOWTo zT|D1gThpP|2)V#wM=U2<IC5MEvLY(<y}KKmpPxTpuePJwY5i!s87FjK5B86*vMLym zXQ`>F4`pQuh>3$>sGX>&=uhCtJX$WK7t7Ah)~R+3hDsV1`ZWORQQ$C#^HaAEJTIF- zwJSl`jSFhPkV}ai-dP|1DiwzSCZvG(>4SpW12V86!e@U5(+{-JBydsZ6kAX-lVC^y z3k=QzawL@J1ss+XB76H`C>nCk#O72DaQ*H=bt@gl5LWe?nwW3_g#|qI%18lKEVG6Q zoB^na%ajghf1UK)SLxP<zji_`P&()qg=W2X?Ft(q?9GmF;AuPq70tU$OgRsi-z^Gh z-~gP(4F^@va{~U)XgewgW)Zg|bR_`~z5}f&*cfRjaZzi4(hc7va5p|YGC}@AqR`^r ze;*WBQ?Q07|Gumiv!*Bm9v<~%uoQGeKWAKBU1gH}rJ48p>tJvP3OrZIc7Z=O1Ygxd zD=PSr9nh84)kN794G>lW+G1joF>3G?7s~G<B1u5b`c_*TS~gXC`GFm&(WI|HweQuW ze+DBQK|^zmn3$N;SOs-@dKy@VhFl3hZ%M<2Wue>=O^Bq07A=FTSFduAg-g4C?Kd+9 z8wI$zT+9|bZLJ==yD{8^zX}4leqh5AxDfKmZ2+gsJ$l5re>h-XCVftqJ7mt8pa2b( zq5nJs)fa>9SmK~|GzL0+n<Kvp+%F%9waH#P07;!mBlqCGF??;AKkEAukdq_Hw*V~6 z7PV2%!zqv&^~nFmE?P}aKq{Rz<A^Ck;gU`7+mD*9y2pUgJaFBnhDK|&I(la2(7e37 z$$|p?`dba~enUXv#Tw|O@HBPmJhi$K?xO>*k72yf_}{&X_uIt-&`0sRm=hh&w7k4( zx3I8cOuORkCXA-NPpn9B`Rxe)`B!n%R><RELwE0*T-@*6I3Gv_p=8g8wBXyv+8!n> zM3@@+I*lVE6+bN+X&D%vL4~#_StK+w(=<DI0uRa2>kp)(0Yc?J)@mXekpN5w*wvfQ z<A*bX60BomV_WB%gH}h2=B?h^+1od@x8LtIf|rCKd!Lz^S&8vj9F*3A`B+H*>mCTZ zIy-Zf+s6K&&LXGak&?C}8Fdj689=0hYv4BifeW%%$Ys|kGwRse1q5W*)15Xsd3hw& z7wE8sMs2rpGz#)T^#-|EMlpcC3Q=mFGlt8;!a@u1UXpAyA2Z(huQOg+IK1B)f*aOX z3z2_<(bR3}-V^rEk5ix?{U4TnRr_*^k0L0Q**ZICK+~<|Sn*;+n=FWweRFe2OiIeu zDxuf++>x#`ieuH5dH4`jQBe_a_CgrCReV$5DSgTt%HOh4Upy<iy1I%_NphIv$-n=v zfCfMXISuo7R>}MaY@}psZiNnb*Pk7b1AvDtQYk4Zf%bSOn5$h1hWy5;veYzPzg89b z3Hq^GV7GO;*Xo`BT`yRKn4z6UHX>$fa&iICC1Tf8(D6h7^VDtON8~P0X%>JP@qBoF ze-{Y14sXZmylV1>%okS&Gdlq^kIPg_VOw_;bc24}#r>j=Ct9U5FhPRd!`;1OXJ^OF zno#ZO#5M#!yO5eNv1=BJTMv8*7Pepb;o0_JfS0ioF&G%(NI_I~CKGYzz7M2ZyD)rW z5g0P<^WVdx_uXs10iZc))WWN|%jfvT0{jkFbQ<8CyO`|XfSU=o*I`q4Z1TFT9`42- z;D|k8KF=fDDlmgp`Zy#U;&p&c?A;m6)nGq{O~#y_WhMJRuhGpd);+I0C(FvU1WrnP z6gnE2FQLWu5l*yTNc-EA5D)LJQUVv<p@kiG+&65BRWcSf&Ms7AQ_~WULu(}3y}Xkw z;!zCDn5+5(goLqMM?hRCvKV0tlbNS@TQw!{TTQEsN*v%kz{oP?W0@vFR1}y_6@SED zVKXX{69uN}_$fPEVMN$b#L1j!fgXg4%J$AqyO)BFADxYqZJ0$N?L)3>v~+Zad>?OM zVRh}f8W>OmX#=+Z-Mgs`^H1mr<mBXBgqNI`OEnNf-cIYoi1X89SoTy%w8qrb6a*rb zEG;d^JaGvLGqEw7pXN(2*6=yTtQYc(+W>O>B|V+fpyAbI+dq#u2F_^dF66gM4>Z&Q zgjUbt=u|}g{?6y*!Q@!yld_kCfv}SnL}%)}JYc%^cc7+sBnmjlGh2RCA%ccQT|ec& zDI@*)&A-ZLfYK5V9*$W(kD8kLlWNb)0{I$jir-``w<5bxyuH26%Emnt8~_oi!<t}X zWXx)qcM_xk+xFkLQ!#K!#wnIO=T%AMW5JTGLQmZo-&QBw7i5t;Vbv<Wgre39>Vf%w zDBK%tQMh2`nj7Md9p_JCaus}T_eXwHK;_*iXFv@SL{gczc_B~kb~%L<ADJ|}*PchT zO>QP0<m8QSsTZ>l5D-X#lHw|=wN%JpV89&X2z87u`E<@_y`WaBdZ;mTLK8PAr~dFd zoO-|IcDXKW)SebJ;y*PSE@CZa%RGS**_WFN>SIyJO;uU>Kr0S$+|54|lLFeZlk;C6 zheG|Dl}ga@(K#Hv$I3cgZuJqlsbJ^mi+Uavo}Qm<X^heZL$xBBK`9PcG0Z6s>?Ega zTndo#ft`X$iV+bJY=^xXlp*7R#Vnl=)W-t6#msLrtwYIU_U;?NhsU76Th%M{zil$O zaz@y#$H=^(#P|q`mQ`(UkPmI;(TD-)F)Y!icpW5wzNpif0ml!B?4xODXdF_=xs2aT zf;km#vl%ayvmP(aw&WmLfO@3c^f$NTo@00c9T2S)>lM6*7=xKzyF4#XEYMuO<_z*5 zI*nZQCwwGW#r5^|lQ2)*4Jt#6J5N=g{p3U4odSEDyi6injgF}LGtmd@=5wk3a!(Sb zW&K^Lzy*QKO7zFWff3HwL_xHj0wrw7NC?7<cgRc+X~cC2+W)b}&Y+F?k5%V|{0;e& z!3Z#-{^LOg#8CHuW?H!@vw<&i!M&y;?<*=?f_v#Oe5)`2Ru`N&jnCP>MsP0y6;&@3 z^5rStQDfv>p47Q@WaO}1D3@4TSs53yqIBFyY7Fzs|61GxTM5wyr`O*<lWkDT<s`w% z)32|4v`i-G$cQ8I2N#Lsb8z6=*x10>W8Ze;Uu7eD$gx#SYB}3eE;F$QZAdS+^7EEB zE@~UhmhN?#@oJO85qSu00NKDqRubMprI88y1jbQXbOtGj8Ox-GEZ<C&TN!~OCbY)( zL-qxy)&lM_vTqjL!Y9xfKx_x2N+^Rw9E5I!aCvi8%gILDvyDi|2%?xhSb4<jIuOGm z8DQJnwn*`Qh)LyOB=PCdj(<P^Cls7uW5Ict7nSZ}__9KV4v*ycX#On(LZ`c(?5C%D zz3@@Q>%#l%BeH2#JM%11goHG7$@}Y&`Of}69Vcf|3n!+pfyd=jHdjm*ZigCWp(abB zs8{vqa{v0iTU{J&c0(Hr(c_{SDO}VEx+Qq2pF*JYjE+NzY`j1|1lZW~@FOZZdJe@0 zY7A!?z!u;jfX{6q!bNt=!opMp1ek=+G9Eef)F23XLdmKL=*xjB>8~~_pB8Ad2$yMo zD|U{om?!YtB!kS6uYoC$4yZ8}^B=!wBMJX5{1!Y;xW!05;js=l<=(?l0KIlah=_?b z798L{sQy_kFCm40@`1+?7C4>YTSx`yqq9euvmgqF<O2`2kxeyQC17+^6D2V*QQor- zvI23fa#jpquV`bfxS?B;m%&78WecjoKdb!z8btr6kmLUuj*nkl(e1DN>f$LwhXP-6 M(uxoBB@KN42MECg4*&oF literal 0 HcmV?d00001 -- GitLab