From 2d6cd40bf75d91d5a32df874b951a13644abaa7d Mon Sep 17 00:00:00 2001 From: Leahy Date: Thu, 14 Dec 2017 17:34:17 -0500 Subject: [PATCH 01/13] 1 --- README.md | 2 ++ bisect.m | 37 +++++++++++++++++++++++++++++++++++++ 2 files changed, 39 insertions(+) create mode 100644 bisect.m diff --git a/README.md b/README.md index c88c1e8..1ea9650 100644 --- a/README.md +++ b/README.md @@ -61,6 +61,8 @@ end ## Part D ### Problem Statement +Solve for the vector w using the function from part C with a P value of 0.001, T value of 0.006, and 10 interior nodes. The 3 dimensional coordinates will then be plotted. + ``` matlab [w] = membrane_solution(0.006,0.001,10) ``` diff --git a/bisect.m b/bisect.m new file mode 100644 index 0000000..f4b17cd --- /dev/null +++ b/bisect.m @@ -0,0 +1,37 @@ +function [root,fx,ea,iter]=bisect(func,xl,xu,es,maxit,varargin) +% bisect: root location zeroes +% [root,fx,ea,iter]=bisect(func,xl,xu,es,maxit,p1,p2,...): +% uses bisection method to find the root of func +% input: +% func = name of function +% xl, xu = lower and upper guesses +% es = desired relative error (default = 0.0001%) +% maxit = maximum allowable iterations (default = 50) +% p1,p2,... = additional parameters used by func +% output: +% root = real root +% fx = function value at root +% ea = approximate relative error (%) +% iter = number of iterations +if nargin<3,error('at least 3 input arguments required'),end +test = func(xl,varargin{:})*func(xu,varargin{:}); +if test>0,error('no sign change'),end +if nargin<4||isempty(es), es=0.0001;end +if nargin<5||isempty(maxit), maxit=50;end +iter = 0; xr = xl; ea = 100; +while (1) + xrold = xr; + xr = (xl + xu)/2; + iter = iter + 1; + if xr ~= 0,ea = abs((xr - xrold)/xr) * 100;end + test = func(xl,varargin{:})*func(xr,varargin{:}); + if test < 0 + xu = xr; + elseif test > 0 + xl = xr; + else + ea = 0; + end + if ea <= es || iter >= maxit,break,end +end +root = xr; fx = func(xr, varargin{:}); From 4617aa1d9273498ea609f8513b88b15f2d5b2871 Mon Sep 17 00:00:00 2001 From: Leahy Date: Thu, 14 Dec 2017 17:36:32 -0500 Subject: [PATCH 02/13] 2 --- bisect.m | 37 ------------------- ...final_project.m~ => bisect_final_project.m | 0 least_squares.m | 11 ++++++ 3 files changed, 11 insertions(+), 37 deletions(-) delete mode 100644 bisect.m rename bisect_final_project.m~ => bisect_final_project.m (100%) create mode 100644 least_squares.m diff --git a/bisect.m b/bisect.m deleted file mode 100644 index f4b17cd..0000000 --- a/bisect.m +++ /dev/null @@ -1,37 +0,0 @@ -function [root,fx,ea,iter]=bisect(func,xl,xu,es,maxit,varargin) -% bisect: root location zeroes -% [root,fx,ea,iter]=bisect(func,xl,xu,es,maxit,p1,p2,...): -% uses bisection method to find the root of func -% input: -% func = name of function -% xl, xu = lower and upper guesses -% es = desired relative error (default = 0.0001%) -% maxit = maximum allowable iterations (default = 50) -% p1,p2,... = additional parameters used by func -% output: -% root = real root -% fx = function value at root -% ea = approximate relative error (%) -% iter = number of iterations -if nargin<3,error('at least 3 input arguments required'),end -test = func(xl,varargin{:})*func(xu,varargin{:}); -if test>0,error('no sign change'),end -if nargin<4||isempty(es), es=0.0001;end -if nargin<5||isempty(maxit), maxit=50;end -iter = 0; xr = xl; ea = 100; -while (1) - xrold = xr; - xr = (xl + xu)/2; - iter = iter + 1; - if xr ~= 0,ea = abs((xr - xrold)/xr) * 100;end - test = func(xl,varargin{:})*func(xr,varargin{:}); - if test < 0 - xu = xr; - elseif test > 0 - xl = xr; - else - ea = 0; - end - if ea <= es || iter >= maxit,break,end -end -root = xr; fx = func(xr, varargin{:}); diff --git a/bisect_final_project.m~ b/bisect_final_project.m similarity index 100% rename from bisect_final_project.m~ rename to bisect_final_project.m diff --git a/least_squares.m b/least_squares.m new file mode 100644 index 0000000..9e5876a --- /dev/null +++ b/least_squares.m @@ -0,0 +1,11 @@ +function [a,fx,r2] = least_squares(Z,y); +%function that accepts a z-matrix and dependent variable and returns the vector of best-fit constants, a best-fit function, and the coefficient of determination, r2 +a = Z\y; +fx = Z*a; +e = y-fx; +st = std(y); +sr = std(e); +r2 = (st-sr)/st; + +end + From 58d0caf0008115386048469af0bedde3e68ffa5d Mon Sep 17 00:00:00 2001 From: Leahy Date: Thu, 14 Dec 2017 17:42:52 -0500 Subject: [PATCH 03/13] 1 --- README.md | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index 243bbf4..c54d5df 100644 --- a/README.md +++ b/README.md @@ -69,7 +69,9 @@ Solve for the vector w using the function from part C with a P value of 0.001, T ![nxn Interior Nodes, n = 10](./figures/figure2.png) -### Part E +## Part E +### Problem Statement +Create a function that calculates the difference between the strain energy and the work done by pressure for a membrane with n x n elements. The function should output a single value for this difference (pw_se) as well as the w vector from part C. ``` matlab function [pw_se,w] = SE_diff(T,P,n) From 9b131e4b97fa4cf21adedb199185d448d12acd73 Mon Sep 17 00:00:00 2001 From: Leahy Date: Thu, 14 Dec 2017 17:43:40 -0500 Subject: [PATCH 04/13] 1 --- README.md | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index c54d5df..79681a6 100644 --- a/README.md +++ b/README.md @@ -71,7 +71,9 @@ Solve for the vector w using the function from part C with a P value of 0.001, T ## Part E ### Problem Statement -Create a function that calculates the difference between the strain energy and the work done by pressure for a membrane with n x n elements. The function should output a single value for this difference (pw_se) as well as the w vector from part C. +Create a function that calculates the difference between the strain energy and the work done by pressure for a membrane with n x n elements. The function should output a single value for this difference (pw_se) as well as the w vector from part C. + +### Function: ``` matlab function [pw_se,w] = SE_diff(T,P,n) From 9d186c862a9b526f9175a7042d02dc598f51aedd Mon Sep 17 00:00:00 2001 From: Leahy Date: Thu, 14 Dec 2017 17:44:06 -0500 Subject: [PATCH 05/13] 1 --- README.md | 1 - 1 file changed, 1 deletion(-) diff --git a/README.md b/README.md index 79681a6..8deb37c 100644 --- a/README.md +++ b/README.md @@ -73,7 +73,6 @@ Solve for the vector w using the function from part C with a P value of 0.001, T ### Problem Statement Create a function that calculates the difference between the strain energy and the work done by pressure for a membrane with n x n elements. The function should output a single value for this difference (pw_se) as well as the w vector from part C. -### Function: ``` matlab function [pw_se,w] = SE_diff(T,P,n) From f61bb5334072d692c4514ef719ba7d75766a8dcd Mon Sep 17 00:00:00 2001 From: Leahy Date: Thu, 14 Dec 2017 18:49:34 -0500 Subject: [PATCH 06/13] 1 --- README.md | 45 ++++++++++++++++++++++++++++++++++++++++++--- 1 file changed, 42 insertions(+), 3 deletions(-) diff --git a/README.md b/README.md index 8deb37c..7363dee 100644 --- a/README.md +++ b/README.md @@ -4,6 +4,9 @@ ### Problem Statement Create a function called membrane_solution3 that uses the central finite difference approximation to solve for the displacements of a membrane with 3 x 3 interior nodes. The function should take the pressure (P) and tension (T) as inputs and output a column vector, w. +### Approach +Using the central difference approximation, the matrix K is created using the coefficients from the diagonal and off-diagonals and the matrix y is a column vector of ones multiplied by h^2*(P/T). The vector w is found by using the backslash key, which is a built-in Matlab function for matrix division. + ``` matlab function [w] = membrane_solution3(T,P) % Set up initial matrix % T = given tension (microNewton/micrometer) @@ -28,6 +31,9 @@ end ### Problem Statement Using the function from part A as well as a given tension of 0.006 uN/um and a given pressure of 0.001 MPa, solve for w and plot the result in 3 dimensions +### Approach +The function created in part A is called using the values from the problem statement. Surf(x,y,z) plots the surface of the membrane in 3 dimensions. + ``` matlab [w] = membrane_solution3(0.006,0.001); ``` @@ -38,6 +44,9 @@ Using the function from part A as well as a given tension of 0.006 uN/um and a g ### Problem Statement Create a function called membrane_solution that uses the central finite difference approximation to solve for the displacements of a membrane with n x n interior nodes. The function should take the pressure (P), tension (T), and number of interior nodes (n) as inputs and output the column vector, w. +### Approach +Similar to part A, the central difference approximation is used to create the K matrix. However, this time the dimensions of the matrix are dependent on the number of interior nodes, which is an input to the function. The w matrix is once again solved using the backslash key. + ```matlab function [w] = membrane_solution(T,P,n)% Set up initial matrix % T = given tension (microNewton/micrometer) @@ -61,7 +70,10 @@ end ## Part D ### Problem Statement -Solve for the vector w using the function from part C with a P value of 0.001, T value of 0.006, and 10 interior nodes. The 3 dimensional coordinates will then be plotted. +Solve for the vector w using the function from part C with a P value of 0.001 MPa, T value of 0.006 un/um, and 10 interior nodes. The 3 dimensional coordinates will then be plotted. + +### Approach +The function written in part C is called using the input values seem in the problem statement. The 3D surface plot of the membrane is created. ``` matlab [w] = membrane_solution(0.006,0.001,10) @@ -73,6 +85,9 @@ Solve for the vector w using the function from part C with a P value of 0.001, T ### Problem Statement Create a function that calculates the difference between the strain energy and the work done by pressure for a membrane with n x n elements. The function should output a single value for this difference (pw_se) as well as the w vector from part C. +### Approach +Using the output vector from part C (w), a matrix of the interior and exterior nodes is created. From here, dx and dy matrices are made, which are found by taking the difference between the columns and rows of the initial matrix. From here, the dw_dx and dw_dy matrices are created and plugged into the equation given in the project description. From here, the difference between the right and left sides of the equation could be found. + ``` matlab function [pw_se,w] = SE_diff(T,P,n) @@ -141,14 +156,19 @@ end - At 10 nodes, pw_se = 53.4902 -### Part F +## Part F +### Problem Statement +Using a root finding method, calculate the tension in the membrane with a given pressure of 0.001 MPa and while testing every 5 nodes from 0 to 20. Display the results in a table and show that the error in the tension is decreasing as the number of nodes is increased. + +### Approach +Using the bisect method, the tension in the membrane based on the conditions given in the problem statement is found. The relative error is found by calculating the difference between the error from the initial number of nodes to all of the subsequent node values. ``` matlab [pw_se,w] = SE_diff(T,P,n); [root,fx,ea,iter] = bisect_final_project(@(T) SE_diff(T,0.001,25),.001,1,.1) ``` -The same code was run five times, changing the value of n from 20 to 40 for intervals of 5. +- The same code was run five times, changing the value of n from 20 to 40 for intervals of 5. | number of nodes | Tension (uN/um) | rel. error| | --- | --- | --- | @@ -158,3 +178,22 @@ The same code was run five times, changing the value of n from 20 to 40 for inte | 30 | 0.0602 | 0.17% | | 35 | 0.0603 | 0.16% | | 40 | 0.0603 | 0.00% | + +## Part G +### Problem Statement +For a given pressure range of 0.001 to 0.01 MPa with 10 steps, determine the membrane tension using a root finding method at each pressure. Plot the results of pressure vs. maximum deflection and use a cubic best-fit line to determine the coefficient A, which is the best-fit constant for the line. + +### Approach +Using the given pressure range, the tension was found at each different pressure value using the bisect method. The best fit line was found + +## Part H +### Problem Statement + +| number of nodes | Value of A | rel. error| +| --- | --- | --- | +| 3 | | N/A | +| 20 | | | +| 25 | | | +| 30 | | | +| 35 | | | +| 40 | | | From d2ac2d2b20f66f6b734da3570b26101506b35dcf Mon Sep 17 00:00:00 2001 From: Leahy Date: Thu, 14 Dec 2017 18:56:31 -0500 Subject: [PATCH 07/13] 1 --- README.md | 29 +++++++++++++++++++++++++++++ figures/figure3.png | Bin 0 -> 17349 bytes 2 files changed, 29 insertions(+) create mode 100644 figures/figure3.png diff --git a/README.md b/README.md index 7363dee..87f3abc 100644 --- a/README.md +++ b/README.md @@ -186,6 +186,35 @@ For a given pressure range of 0.001 to 0.01 MPa with 10 steps, determine the mem ### Approach Using the given pressure range, the tension was found at each different pressure value using the bisect method. The best fit line was found +```matlab +clear +P = linspace(0.001,0.01,10); + +for i = 1:length(P) + func = @(T) SE_diff(T,P(i),10); + [root(i),fx,ea,iter] = bisect_final_project(func,0.001,1,.1); +end + +for i = 1:length(root) + w = membrane_solution(root(i),P(i),10); + w1(:,i) = w; +end + +w_max = max(w1); +coefficients = polyfit(w_max,P,3); +Y = polyval(coefficients,w_max); + +plot(w_max,P,w_max,Y,'or') +xlabel('Max Deflection (micron)') +ylabel('Pressure (MPa)') +title('Pressure vs. Maximum Deflection') +``` + +Output - Based on 10 interior nodes: +- A = 0.4443 + +![Pressure vs. Max Deflection](./figures/figure3.png) + ## Part H ### Problem Statement diff --git a/figures/figure3.png b/figures/figure3.png new file mode 100644 index 0000000000000000000000000000000000000000..4b8b2df92ba0f2ac25fa7e2f9df46f54bda0055a GIT binary patch literal 17349 zcmbXK1yogS*fxqz8U#^7y1S&2kY-6qgOs#{Akr-*h=72Uq;!|0C@3We3KAk9ASxgw zDJc#6UcTS|@4f$X#yDe~HOA`;Yt1$1GoN|qbzL{nI$A0hFVI{-5agnoDoPJQFa;3= zqX-`p-pPxN+JyfRxT%_WA_(z&^nVyByu`HdCZ3m?<_)}AB4SE$p*8(=EqIH~>xQwH zzN@{LueFCAqN!k@p`ggeWN_DxNz>Zvu92(9Jx@L+HJ3a5(#Aii;CL4F@k$7o8PTR|#(1PQ&z zQjG;`y`0a4fgsv>=zj(N|NB>TMhbCrUhL0cXJ_xZK}ngW5RQA*^rb4B$8R~qSjJDZ zt}U~F{tQ)RiQO}_wzf`5Np0P!Hh*hoZvG3tG05OV+Z-l5H{ zH;ElJ3M(nsFU^tkEXk4k^y>bUnVA_eqpWl0lPPW7riITTIJehM4tL)A{?SrZJy@x% z`C4U?{QUVR?}DRmuU#!oOeVweE*ZWsy@8qz+BXjfkQ&c#8ZXl=WL0@87=MXg3Weh5 z=idt)djI}?p-TMrEL+FH&G@*u``=zVDk^qYUVZu}2k@n5ow<^lYZq zc-y~X1WJmEsHR&=N;x#rFO!oSn3y=eF*Y?dEj^{Vp{$IHgTv0rDH7xF@2{YsK*pir zXWwEPOD8GJ$+@(>@M+gbpDq|XbiE2!OG&Rjw5TgQ&)@MYP6T`rRQ6SdZG*SCJYD6!PB zvn$ps-`(5u_Vo?fXkLmf_|32_MDV=H`gVNLr%Dp`i#1jfC6Gd~b4e*{w>${f!@Q1NJH! z8g{17&-VRy7U8h#*RP8^jj9$7QxQEj&9NE0*4NjUZY~m|5fhhjEOx5kvo@iCy7S?w z9fjP{Z&sE}nFl`W)K2Hd*Ia*Upr&5Cic=ARvu$o~XNouwpN`oY>FN%@@xI4GBNu!! zTCSg+ot-iCqNu0{>>@K3QT~+IaSLUybSJ+S&w3N%%6nGKKCa$532N?}mpF z&nTC3c-7X{c63`IJpW(5icD7WbZlN-2w8}&zL&M&$J`ug;#>P}6 zV0|vz^SuL^Vj{r-%*@RFm%hAo9El*LH1roQk$=>BP!WUMRcm^@^mf+K)*{(nt?aoF|HJrV-(Ws}~uxzx5GX=(7^+PZtW0`ZYIq z5w{C&7=p-q8}~}X7g2Yo+k$TWoHW*o;<|cuz)H}0>Q&sKi(MEFE-tCAqN3te#%G6r zbk?;UOcTI3KD6ArapT6-Tpv}{s4WN4Qxm6vXyroY0_8Xwp>D_Xvr~cA-J~r_@xTK& zmVh^xxH&mh_$Xq!e-Tph3+8%864OWBg@bwqWRKTG!r$o_7_d>q5Xfl%#nkjcp@xTt zKc!w3;oq2Umt$jN6B2SiJ2~v1{)qCL?ZmmGP*GL}q2u>x`N-#dr7IV@VL6f)T*Qit ziz6Z;0$ST3BHv8qQ&UwH47w&Eksbx{TRTTu4Rwi8HtV|Y#`k7Vuo^9t!%z;ru&ru? z{lHTOnQx8vj9gv+49Ol>nKam6q`k&gV44$9;;=F9H3v^)FhfM8bR=kJKzw<5xl}8A zvI`=zu)q-rtN42B0~GUasD}dnSfp6)__K> z(zl*VgDw6$kPD1P_}|-Xc@D{_pdj*d7CO} z`pAC_j4Hz!f*Rf>hLiU5>QK7jfx2;inOI z`QGGyXD38sMp8vU_3-fU{Aj!#z1wp%*;5~@R${3|zP`Bq z+U3U^*iJ@iKQ{=I{eRof&mO?-N)Wi-m<~A)a&%noioDcNUw`fXxA~0?mm|KN`--Sb z4AM*mPo6wE-v2Y*9@6eOQbNY56$s(X^p&&!%4j*5*{gfw8{j^$`*hNNn_#U`WvQh( z%NfTn>QC1u8=`+dcWpa7TCItT+3Obs7fMP>ilY@L9j>+R(#U-ia^9xFK}bN*4Bpn{ zK9_!tmvyem-`>_!lSb6<*B3%UT+PvQ`Y0|Dk>n_NkesB^{U1O!xDw0>(^{5@OCK znlshTQcgK!ZV5?A2o;bMOu*)6XJ@aSQ2TWpqzoAD`WRIXWnsY z=X`Ixm)6iAGSXuB;PLjh#~oMy#`O00kYj%q+=$^ff0HijJ=1{^rz`@22%Z7t(SQdJ zXmi!IwL_M&eY3K&Z#O#afx)S$s60Q^HCoMJG?2MMPVPKW`!GsTNvU^Dd&)plVEKEq z2nkd_LU(QjAFscLDq=AE`uJ`mcun71AsIK7r*zFB=dult9Z9RU@h~PBueS>tvXP$d zj%Z_GU}!8kXlV@^SqAO>opPlWH?FgZP-PRQ_e{ynbvhN&zD2D@dYn;=>PeXTzo1xscsq?*&i)Lg0mjVEoqSelmwV6iLHg0Wk!238tdA`Y zL+jan457F8dM>0jOAGlUw_z`%BGqdxIXu#TbiyHfL!n|+@?!EGP!a$1fA zJhrGA8W_0$v!yws&`SRIT1)TK{NcO10YPx(pt zymmHbXx`*u9xlt5yQ0uSc-z{}L*~-g*UunScM`JdKv--7QXpz&W@bv={mgVN3=@&K z#(agXL~YBMu&(!sJxOpy&{dNqKRh z2zeNqqbN9Q=#c0)y&EU&-t$)5UfmHYjh8#TRVn5|1h^0hOnCD~eok}d72=I6Ji^8yKsx#iOb#!MJsqd)az%eee zvAb0bROl~x!_TDJMxtL$h%|i=#4v9-wOYC;So)k{l>Xmk8MJV`e2~!V zUFAFGGWl?ac@_*q?Rb0PB5X)#fbM(CCj`q+ZU>ArqR+b^c%E|weNcx7T#6-&83QrK z-}z%giT;osJ{#+C5>D8=4h z6soR{oFV7?YeJHMcxS~j2UXf@&iI6c;2g10Q4?>xdB@$64hHU&_)3z*FCXMwG#<_G zTdEcR5>5R+;NV$GN*s+?-}H1lRH9}}n8-0H?M)}Koz0rVedS@o zIMwo^P(&+vl2ajv+0Ndcm|kl1!-vQysQZuhR{sGKTuAM8nz*gmxx;--Ot;6jtYC5; z?(WUrtEujFd3o||6>ar>w!(`F&|uT{A{{xZZ2j$hC^71#>6p0UO}9aovFxpT3Fp}U zk4619XTE>`4hb?#%A1Fue~$2)gq$vYY=Gg9Qp1g(8obZCt%TVo~>t}vCGi>-bb-RR8R+zymF z@ibx;P~wTZ{`~&NyYlVZ>*M)INA=y8#oNC|K`C6D#6TvV3F}_n@@gz~V#5z}M*9@KeU>=Q>O>^kVmYneumXC5fk<=2 zYju5}H&al+MEuzP?%rp45}?-SeHkx8mJQ%Kmbh02Bq6=ELJ6x(PYE5szfdLnJGf8L zUri9!rT;vPWv=pFF_|8bkh*2q#>0EQb=vZf6&!KqbNX%U{JN)?KHK6U#Bs|~ig)N4 z;cKCD0X96wGc=iNNQc5Kg+d_OgWPoB@w$+_=S6=pYJS*}YH2_m{j*zoxs`hiQ=0-K zDI!6kf%ECMgc2t5p)+miJTeOY(SJgsS%WL7R%1D%=7II$Y=>zPOr-&whNd$XgP-e^<- z)R)y{7)Ytj9d7BYa^;Guzy;>L!fMv&MA+tU3dEKPv6kT{oFBtbC@6UyzcjDut)sj3!Q+o$;j#xO9w7SYm5tGsVcYSKQ$vu2Z73mO)Ml~F) zn~dOocy@YpH%?FO0*++_neZ)jaN`ixjetBktPvkp|li(-o5RxJYmUvYIEtm_FRlk`^lXZ5` zWhinHq-U<0^|CCO*kv9s`blchNsLgY{MCv!2P4D><|@J0SeGNIq1_oA2NfHffPa1+*OFgzZ9NJJmxhi$I% z6upRpunhl8<|@R5;5HqE>He3{r+@HU3X}A%!WXATsOd$_=N1;&6ICUiU?JY6!wGt7 zkc%$MV_;nP;||ATnR}}pTF{0P~RZMkf-lO7h@2Mhu`y?(t0|- zwB0?A(n+ApOnzrIBc;?zCl@R&EbIXw5(C4nbKXz3^|7%;T6!4r_lxxODl;PMN?ku> zwKA!in&4hVD^9@b#-?ho)RVGA-QdgHPg~tpx z=|Sa(@s0|EM-S_XwL5&BRMpg|g>10LxuG^N$ah7($jJVFa8hVjoJ4*>U29R4+)cX! zXBm1sFzH1p9Aq?(hu3meN@siKT5(Z=fw~?yiFF|TWll{WXhZ;k;^yJ`vbyKu;sVeS zMQq~8>K;HRf4;tWew7q6G)~%G<#9Sy^&HY(Ynq^^uMaq`r-w(>$FZ?nd=voPkm&9# z4p8zLUxxno>~=JYg~%AWOaZB(?UZigBO+#9j>h`{4I~>5!y#0TrJ7w{<|d7f)jow> zR%ul86HpbnX=pMhqOlP^eW;c?M@e-=QZIaY#;xCW@GAyD0lCv>rKJv5=+_KHDOMJi zfW4K4jg3Jq9>nURNF(Y1VXO{ELh1|>0IbPrj(h!jAAk@Od@ML4M@2N3zXJO68h636 z{Jgvw=otc9b4;qr$|RshfL3Wj8x!Hvv0L~6UyXh`lQF@sNhbe@sSpbx`WP{vM4Mp z%*ew31|P+1r?Hjy(PV&|*VWZQef96a(B@?E3X=5b^|1N1wSJ-lVnV`W*pq10e^5BU zCAC@Dh;zkCt3F0f#CjN@(wxP5CT3>eVb=hbUiNykwzk&NB27t2nVO7*t_yapFic;+ z(m@1Q27EPJ!rca1`1PsR`+xs#e0?zm%mp41RcIKtm3X?fH`V+_@9w``*ArE}0HIxU z*VFp~>;bIJcpaw!VM0NifjWCTkf<_T>P{mQfF$IUln(%#3J4Is_r~|npgn@ra?jOD zp+kv@yx#<`DgbR7+S(2b+L@w`(8*P;(;yQMt-W;^`SzIC0qc>GIbE%3mwoVe4XQl= z^`B>F4-8gggwj(P;_bb+Pyoj>0vz_asH1T3$pN5xfxE*hYil%!ab8qA3Vl$Qo;w4qGyQ*!!#{mRNEh(vt*@1M;h zdtDX^fI}O&xe4wZ00V=vHS_ZDcoHA)aFqZtCVV{h@Cw)uuqf*4>HwlRnz6CW6}U@z zB9|`{Rbs8$lrzm@<97@S>L=YXrZ*7iL^mHdHHm?bQ^JNv3no91 zD|Zfkub2#^usGiIJjWSr^pzFd3z`}gvEs8I2U>7W!| z8q9tU44z$(s_Bcrucw1OJv|=)Ky;skv?Je9w8$Vy{RWDhp*oN`R82EReyZ{&Y_uUFrHRgR0J>-J@7S9xM<(KTV_%7`i3gYJcW6 z34bqVeZ-;Wb>FdacbzAz;?DIc8+}!sjMB>cd{wie3*5S5spS30cf%In&cn z9akCqUBiRZX>&p|F9**VxRsrqo$)FY{q+VdEiHf=ubux877-yMBQvTp-r9Kk$KKZV z(c{NZZ^_BEm%c{PW0r~huk>*3o_ytpu9b8QVkXg^8ig|>4mhKtV%U}G7vS08(hl}D z3B9(^F2J_SH-d?;@bNq;(u?>cAC1~Zi6yBvY2Xlt7VG->{`o29AR;1=f<}v$3sl)U zu_+Kk^6OG8P6KP{Uo07~@}{t*>3ay5=69Uc?aH9N6Jpi^L{G8%n*j8~77)=%)Ix5| z_`{L*snPVlhlel;Y#fklarD=}X1Zh0rNa)G?WeI_a?w}6pjOP5LP|nS1nuAP2fgGU zXQ#*Q#~W_}-Unv71^U98_Ok$}7lC4fj_KF0Ur@LuCMWOo@z!L?h5XF&_4M)i3DyAC zG(>;h$JX9{Fh_=Vya&@bg5@kp`S#Io%n5Wt3ccelyz(k`4f!7}K<#nl5Crz|8q3`0 z&u^QUsG)4?(B$of2o?#62}pHsj+1(AsYVg2HV7AUTGQ{=sn)KXx06n`3I1J3v$U_a z0$3Nk!cagFv7$C$ouL!ouV-Ze+`QW7B617ru$0Krbk9po5$_z4r&=i~HBs6sVwi)F zA0$LeXu2PH%}L=S7f3^~L=0KKR}deBhKCi6ufBGk6b{(^{qp6@*w|Qby}DcsB%QXj zfCeL^);!@!Obk5GqxIL*_I7q8!)U+P&TaEvHB7yONJu~$JqqS=nY-B1>7xKq^-Gqd zCv4Yn@l8sW3q(XGCp$xhg@qpoS6 zm39;{F)>O?N>dPXfyaStBav63PlvHdFtx-ED7!)B7q!ECbr3MD^kkmw# zQXH>cc`?kNHgC~IKvPo_Ft5{ZeYI=Gfu@6H&%c=f{?_lb%!rB4MhD%Xi zHJzUemm5Kh3n2ERgqY2ni7|C(UmYj#@bbE=V|SErmPlaE2)!Cg06(Rmph!(l7O{Dc zUuW!W7SDrYMF>q}1qnXR6xr_K@$q!CXK9~$opDx9j>}%qR>(CTTuu7zY_X~~lwTfPG>GJ)~x`C5HLLuHjoYk+sxednT!P5P=_xI=7w}0AhzjB@gzHoJyLn?a%N}4~d`#FY{14Bc(;Hee2Dl2}FdgHG}Dl2Jg zpH~bgw97^2hn}O)R-*yt0w6OW>5a9uwfCo9p~%U}MIn?g)*V730_DjWbUiO!en^Rn z`+^K)I&fzIs?7Uj)S--`nNAgn>d^dT^# zl<*X(C_jDrqKsNsKXztBq7aZXaN1f&b@sMMtkE;o`!Y05SfawBlcfkn% z;NZ3`siOM&db#tHk+8(+#hLTKRzzD#43l>D+=vCQs|_SSWTd3Z@eJ9isU^dAf%E+o zjEe;8*)0^(JnVv)1hlj7`nNscy9WCDSPFn9(#(}bdpq9;WQG|qD;8P$F?>1-aQQDq zY5*!oy8l8!0T;z3D7XpqX8hBq_E7Rq3yyJd6wy|YNbvoC#NIoPW!!Abl#%ymTyJqN z(mZ?i%+F6+cIAIXU1v^=nP^BykXcqfzB9wan4y|-Pz7ooHgn9WvEK%;mAiNE0?Y&) zdcOxLA`9VE(B`xyCdOZK8Nzu=IEFvt2 zr=CUnFg#hMl!T;$ME(lA1$GLd2ReaRDxppL#T~zAV5gRMEpVLQVrjCF8iwV?j`Y-%~2v78BXRd3$B zp`nDGhSu_ykI%&p0*#XkI!1K;RD@Rh&`)fyFX_Y~D}c6l^a(bTgxXEe+5zKUJ~Lyr zxCO{w^v9;(&?GT34w;f7Qwn03wNy88dOv-tEGn7@VNK5s7GeG;C<$Gx2OS2i8k`tb z)TtLpwL&{KtSe+f13JqIs26)uV24iIcCw~R|n>IB5-Df2Y76pbEcF~(pm7{@MqlOB%3>G zFBYX}LT3o-nfxC-0QugZZ;dfgfW@aICH>micp8R%ts5XU-R%!M(TmA?Y95j#y7EW` zN$4#JY9icfkYm-4tE9U=TB7#uOewl}Y zY1pAJ2-=v|C+fmi@vVlSZZa_O@7+08mp0FB6+=eDLj_`SYPq3+W5`xUfp3H5^2sY; zmOTbA<|x=nUL{^-ycIKaouI9kxMSs6^vZtRRi4qF59nb?JPgB@-!&>721@NS9C`%+xV#bkP)ePIj(loY{6|`>$RI#)bZN@Bd8UK; zff196Lk5i%fi6s#dw^&t~#^iPtXL zCnA@*$k}Rn({EtPH^JKfVr45MVUNSG|03epn6+3y-@QYh;V*`RDw8uD)!_ms4Tbe| zO-&8`CdjLjQ7p4kgcIpzT25lag?&YbGj|+I z{drZ?3oVj7vWbu?<+5-Z*@KyI$S9{ETm{s8@G1TErl(lf3iV{Fl~HVo@A-{iNcx(X z`{R#6ACJHNuMq`P?*=p)G?b7ZR{#8w1B5_ZTf5rx;l=mex*qlJY9t|QDR!!|A$r38 z!1f>=6kx+rK5OX-2{W^^3aG)sL8$yxiIp|HHPGq?&y^j4e@`xG)UjyT zEsa24^?v|#HqvN-A&N$p0qAQ0AP22Ta-OXJc2zeLTN~J9%ut;F3I)Y=B^H(! zhPMq3zXDDL2+KUWOvH0m99cb_U=Ywx8TLZM?VeW%5NA{ePVdyzbw0ke5p6kdZ|}I6 zm^mq8W9kv*Qa68D`4gs<`Ly_49Uisff-Ukybm})PdBJ>e>8hWc1c@# z_n{hhPYu*W#^?9Q*q6>#P;4nl$z+m}B#FzA$7^W;IsdZk1rj7`kY<5=4$T|@0l)wA zLHw$Y6@7_O3%CK}i?}D9+$5nt$ZQo>zBlgx;=-w!ISL{o&?61z%AspfI2xyaCZa6y z%O-{_nw5Md`OhIIo@j7%ab3>`NRIc{NZ0Z4jE50|PU{6sLkS%@g7>{LTawZfT$)sP zLRrZGX|JV)(*XYcpQ8~IJE(TVt>6hDp;%zZ#Dd|JpOx{D5-`as$o|(`Gf=3zg;=3H zz&Y~?5nFU%*C0Aqfl#Ft^us`M2pm+cZuh(+d>q&0M~ygzL-=^~ju5eu6`g#jX|;)o zj9vjh=|dmO2OoZY|8h8De?K~){L;7yB5wtrC8hDFr2|Nz%WULqWdd=pL^pQt6IlQm z+?j`4MhS%lY;Wfb4pJtb#r!ZLHk{JU*8r)#0KS8b3yU7hXHxiqX7tvV*am2<;flsU z52q7`Qz9KDf@K)}qz{g+p%2sqQaA?#-VUYbQq`e_OCVpNWZg@DM~FfH9R0;wEF6Lg z^rdF7am6~w&}(iA6JhhiMt|uxm#RGa&N{Hb(;$7&#Py7fG`LQ;nK_UUM}&!Hs>EYq za`CADYjr=MPm-lWh^}k_WQBUyccJf!xcKYzbSi)#tChB%D=X=7cfW_+)KCWQxgw(~ zbe|QLi7=w=?2Xql6k0OiIFXTfBmf=w0M@5pqA@E)+0IS=KW%_;S8e^fkMkDAD}7y~ zBujw8%P3H=LEQp}3ywua73nzwnDT$KR5xe+ZWb5J+Xi?z8TI~QLF*Krth#}Y0F9b} z;caiBU)BuJ#B*|Tf;Ofd?Pd&w_*TmNm+h(X+}QquSKuOrz!h(9ZsHJ9c&&d+S>-$F zHv7Gjo1ub&s4gp1bi0r_`cb77f|OtfTCai6f-;GUg2HfQnFO8`cue52B+CWAKa9Hf z9E@HlU%(m2>^6}_5Hdv>C3Q{Bpt(5lpCRX`Akgy2j);eDeSx`=hgYDbeaP~nm)?a- zoaN6tyI}Rt)Stw$hd-RlLy!;>TZK13t%2iTgBZB91R`Yx(Bl9=?3o=y8B2ddm$g`k zS-a7egHzv(j+>k>)hiS{SFn;rU3{r{}q6B-)sP=%qtuxc?{VQH^<%V<7lfE+jF@ z6c*wm@}W8jkKTWO%7P#miVCE-BTrendgOs6K#W1zV48 zDiYHrq=O`nY3r%uDxEqBB0)^f#_&$i1#z?GQf&#f{*EAAs%D+=2Et0t=3+%9j>uo( zQgv2RAwlFDbrL4R;bNhtc}$aZaAKtYVVJGbZ!Szkknuv2CSWrF=qSUXp@%vNRk6!l zNuu{e@5%Fe!K%|Q;q*#<*2PA2w7FFGBG7BDlvk)XTU(w2jJWeX2#vmmh8Z~Y=of@O z9r!GThge5=+e~%_n4i9LZ56*%asEPnUgk% zbhB82&d*_T#))Z^<1G*=Tbi9{RT}pH0>u&!jhJt{|F-;>4>c#JfB4vOkr`7^ zT#S=Av5ulats5-5>gs(E(sO^r6&aAqxIf;FQUsp#S}z_59@s`@*%Hh6dmRP}CMKM| z-V^<*217G@9HU_d;-my3k7lD&JV3WUW$KW((dgwf^(1v}rqC$WVwT3tIZzW= zby{B_9WKO}Mv#u1PlrJ&fV6Oq>Vg=@$^k7FLRx^!fPa}RnmyRZsrkGBRD>}NBLf2< zZN};+A*;iziK|(Ef4?-4>Ci96#}ByPb}&)w0WEsBjXS+dtS!kWQm4jm=OE4mnf%hU zN%K&I9kUqC0F)0v-nF#0-p}2t`!-U4I6ZV?AciwH_D=66l@BpRj8eUSi*af~W%z=l z;#E~p8=r%sRM*1d43zPUOH1vWorGg96!i41Fs}fLdyyEBwSTL(yXo$}g_h|4nPwy> zAI*FCqKDcvH6bx0gPM-+yDEre;k4X%!^*K+ub@SF0HR&MwC0wUK2)h`YyTN8RI#vNXrLk|fB9hF z#e&@y==gYAaegMI89;=uJ#ldFgv|j25v{81{{{0zpeuD~ix^$@0^#UekA)}itbkZk z09O9X$jE)lFa0l_&-O*+ZfU;r^R68weViTM{VTzlK_HcV9u^zTbesUH_m$b%Vc@t} zw*SeUCx9}nbl&-Y=%IVMx}Ynj2T62)fdS7zZ}03a#U3;n7r1r9($bRFu2Q=b`fK2g z0I*IlIe`WPcF3+Rf{i8o-OS30ItsK&q|qqYxmSda_NLd)k27*BN~~I>jGYL&2H)AZ zt6qzzjFD5;B2LZ3-|n0MmjbOb6(tZ-9?)*{OjQ}zg*6{nxW~oE$Jb4YLTe%^=?~KY zE$XUhaOr4o+!AOlS`rfLLgziT^#AW1!oqFUL{$)vHd?(4o9&7$EhzzUHhgW$hj~Eb z(_)C+j{X>VtP$Q#O>5)p#(cyXIXQ#hwrorktN$&FNUd}vIkNvU# zSK=}vApF-~)j5uE&=w2ZnRJ5vgQ^~Cv|PE6GqkiF=#X4lyIE;Al5AjqAi@0n`4e{4 z#KZ(pa@ZPMEmNC?_FSBDrwcvF;S0-x&J27Mk+wU2bqACKz3=qMAX`Gl2R*wPXbu;B zUt2V}S^s(;4Vvd`r^lo9k5RtC)V=546JLvRbj_X(ZG#JwUrlf+Ks)jg~$9h5< zwxoCQfA2?qZ}tD7bX{x_6cgKnZ0iTq83<1u8@y1d9J_!2YH4dvH{PQp0TbnAXYU4d zNMeAAkrbfM?_PB-$)Tg!cFa55+krtr-8MoE6Kz4qwBjxkJO$AXC3frWmf3p$9?PeZ z|6>g_?h<*OHd5JxfVCIvQ4>7|Kzw&)Y!x;f91U2tPrbcDKlI=uJWKQT;8yKiSv57a zg^=>9s`*=r`hY1mEO#(}A_d9`kgOf}>_7hm*!Q~sHruo!5P_h~=jG-7WF-jm3Ra+? z29l=ETvg{pKV7$9JJE3HApi`q}V6d=rt61J2 zh20LyEi&NoPx(wv_#xen0G397`SN8ty6;e>L%TgGn%~VlH#c{@xB8*QX>Voh6|tk1 zX)5?lMxRcX`#T7J8P>)U|Ia7lL~y)V0cHeR<5w;c6_*}p8UrOzYppbw(e}dRvR=)2 zT52lHG}TgkiOOyF3N8`uK7YjaXzqqF-pwljVnA>g_dET7kNhhT5M%}i^lN#~yAj%}M~@z1g-Am6+0f8{V)0)j1h&r-Xnf%R zK*bPrx;GBAn(J^u1P%s(b1;#(^9>BE5zr8rK%;0G8nGY990Rb7XMdwA+S}LsMM6RX zn8>wzU;BODA}XOGY%>~wSOYoc*=5h#YS9ivBuJ~!%tOwfkhO_A==2)zf)+o90(2H2 zK!ykZ0Hz*t4?AI}fgJ(F0}psqnAw8-kc#8C`r}t^+bn==zBcrzfI|pbIkT2)O zzlPtvH7NuvP8OfLe)FQ7!N-<7#h!=*+(roIlfb}xp5Fyh<0TBb0FGnme-10HHm>Vz z@&iO48ss0K(ERJj_tNw}z-L%kSgXzZot=t+j4uj_Olq8_JbUIm-PWppr6#-4$25!0*3C#V^sY0GaLEBKo7NIx{+!NFU43Zv2-xwjU1aEF_Eq~4r-?{}+!ha#f=;-e{ zEh%YIcJ}EH-)Ugb13N-7pve_-=~{bJQU+%)FE4-i@FCpoRet_zZtHbsP=@XUb(pzx z8!02WKdX`%{K2i4X(| z`?8*oxoD$+Pdx%50q~6V0QM&(kwyS|2+`vnP|(oXmuh4vqIgnPAmyV(L304zH>evV zWo6G?Lym8|xov{oXIupQ0?2m2A-;f(193AA<-zg^dShlIC}U&#D+m_XMD z?V`Bz1X>XZGipZ1XE5>tg9Nt>HzpfCjE|372?D2cd~^irhp~fEs7VS63t_CVGlFnB zVD+kfv3tDO{SfF_NA`dd4+8H>?*|tY8T>xCy7~a-B$GL{kB*LjdH%GknXYyh(tsQc zsM*^&I+nY)-+~c}xzgNVVgAfEC-50SO|J6s*;0guha0^xwfo-q&Z>;NqNe5#j3)P2 zRk4F@cuSds#LXl<4S$X5C?WI?7A}#SukSgSi!$sgNWJp%nCA3>rGgRLzfkPdz&V${ zu#dcAWn|2S`66*3ePAH?HXxseZ%3RO|BV4cZn-=R>u?GL822~S-(sz`CF{j{j_7RR zz4E?lcYE9PwTro?tH;iwrmyclq+!}|bUK3I-#-WFzsMzsBT;4Wy!$@!^6KJT;9TN=Sv8K$j#pjGHHrTZ0lQ0HesJDf_q0s>2J#4ll-FSCF~e~goPXz44~ z89+K4t)Mx-5Mcv84$>=-Vu@Ba?#RL)DZt!7|6Kq%2r$aZ%1%xdXskgh3@$gCrsBpaPTOVB*$NxzaK+z<8aWp0>8OW;p2U>CuQe8I0V!_pJ>S1W=hk zeFmig3rn_^IJgkR9>DH)mc<=^w!m=rJBagfOG2PLa2>DCmYj|LZ=N~r*|YTKpetfG z8Vx(YeEGuT;EH&MwcibW0G7SKx#?Z6FgWt(&pIsI`}?j_uhzj9fTWM+;^sy#3SMFn zRgT9HwPCKw9d1}-ZVZnxu)}Li@X+;pldg`ARbVpYi#oVJUc)M@oDg|CB411+_d1U+$={y{Vk|qf)rR#l{gx^H)x6x=Ha3B^7QqkjOm6b z3HvbA*Y^hg8UZ@8Y-GX7(3~msEYQYa?L@Yh&wYTI*Wj!um^qz>iEbExhjFWfa!=4C zLvsVcAMGnXJ{$$Fe+E>h-ivpd42HrV=6jSOvw#(X-$HBAw_AgaiwkKDZ3UG4W>!B@ zd=%&|4oX~mIFMHKE&#N3(0@U=d48?{IshoPGuzRRM66z779uLlyGx39B4yG4bfZ}E z_j!1DK=7~me7oxG%=E?Asi~=c{)Eg|0#JSN@m1-O?*+6%YxBmaq^hc_sOXX7lPaVJO}T{%(R9oJs6nKQ-w#0wbU~G^&Z)dma|Z7J@YRjW%Yi1BNgDFwMH Date: Thu, 14 Dec 2017 19:07:36 -0500 Subject: [PATCH 08/13] 1 --- figures/figure1.png | Bin 22004 -> 28744 bytes figures/figure2.png | Bin 33111 -> 40258 bytes 2 files changed, 0 insertions(+), 0 deletions(-) diff --git a/figures/figure1.png b/figures/figure1.png index 2c51d85870c992ac990fd1813e9450c4b7e60298..75d55ccdde7b1bbee39872225deedf1244475cda 100644 GIT binary patch literal 28744 zcmb@uWl)^$wguR@1t++BaCZsr8azk{?(V@gxJ!Tl0fGg0*C4?H!GgQH2c3s=?wy*M zs+nK&R(;i>zwTEa*?aA^*6z=$$}*_PgvbyG1XWH}QXK+;W`jVW3J{^eJGs#jr{D$2 zQC8Ol0zvD0`41|E5se7EiQp=yB!#f{3LSz#P~?_33*Mr3mC|v2=V0#YVeD)MQ4-To z6ccA6*RV7rS2A|B)OK*TabY5tvo~Q8(pka>pQn8Jyo9rvv8$DXJ-LRJof(9ki&@gl zgqeelotK=QUx1BQfP?!!rCbpLA&1CGifMRe9cFv!ztg^ZCWA?+!l$>v(5TZYD;Mx9 z=M&IOtuFs#P2yNtE`DF86(wNO$r(Ic%xC?x(9K5BEvwqz;6bk>Siy}Lu90C{uXHs+ zE0`&WJZ$j0-0IChiHAKlR!vr>&)ASx=iUBrNT$y?>e?sguRAVZiwqPLP#pP)(ZZ>C zk(&{^)?WS%!J|eC?_I-y{-0N<{~upJbMf+a-YolcJ{~z3`Tg748crjMkuFi;_ItS9 z+}!Nx>ETh)QGYqsciCuFzGh`*Ely2s?xOru%ogD0=l_@U{7`f{viGMbDJhB9c5ZdI zWZ82g27Hyw@3uST%#knMYRz$QBSqT~3R0+EqQL<5VI-YhJ?GcJ00Klgi_iGpmh97M zU|igI=hGFdO!!2e1OlYV|G6Wd6$hITtQHbMcbu_{e>*uaUCD3W5esV$#F9XDeI{CS zEC{ZQ=j&6`*MHb6$`Lv1!=9d=HZwEp=;#1XVy32+&{iaFYGx+vdD`_Ek5uH-ZQo~X zhLm4>3Mk2GX{`E9zppMF`3kz>K1&cAw753AAI%>xwN6{R$;w8E=RqJ24i2@w9k=UI z2~;w%WTH=Nz2T6m58XlF&yM@!R^_Z;(bXmcPuGo|?T%~W;^IMi<)lKMr(h_c$f>9{ z?oT=q0z{wxji0pNkV2-Wr$@gE3sO>2($iZ`7Rdel`E&ObI4`lF`{By-)6MGYYDfqy zM5oo=&fNSv2HRqr*9GUeP`*}~&*g4HLPDT@-ZWmrue+;*30bCU_idk>-EZ?t}6YrGc#@O%QqbL#gAzS!%b4M1wBOW4{IT8 zHZx4aIXpZ(*Zb2b5L_1h^z3X@NM2sv>({T9vr4yiC|c1-1U$XGLc_vhiFhlFI{hHI z6P9{Bk(&$Upz-)u}q^zfmF<|FA)kjMKQhib&XfB7y>*LtDI zX=%5?Vi6OCRvWCCCIYkaMZF|CHufuzou0gWBslri)wFf}_0tm{F~V9LCqLjwZ?!@~;s6OgVB-}@|)lnipHu2kmt;O6%a4%*w=V421K2z(icBN3!U zlu%F@PNY$Qe7M@5W{zuNt2FBDC@d@lPb5VxyS24t_@5(<#lYIis-&c3Z>F3GVrpU0 zcqh&-8_&SN@GUxEYLqZ*-Au%HdAKZXvO zmKGPM^VrP~vvwX{mN1E7a*F=vfK(}xWDEP?LiYFfmp@&M@~(Wkm@0V(aa`+xTMIzK zriBFPF7JZ%PMh?Gf?^Gv4nAOj)W>$JSPfF;up+X+igS8%^Sm024j~s7Zm+4C{K{$6 z>gBt#f66mdtZ7URu9a#B^W*KYsU#+&wa+G^S;`Djf>l0Hk=C1^~3l6`nt`B zI2PMcY#l@1#idp}Pql2C(_#!ZAQ%C?!5d#51u6iQu_3#NLn6XPH@~3)7xD_ecd6Cm zWVwAIPa?dapup&19j^z9f`Vek@ZjXc;o6~^Y^fgwleP2Ve0L(>#>VFPJgt+@)f}qs zu-2Cf6BE5y(}UA*4#`0fqw;31Gt@)|J;#J8j~)E*)N<;4w<_B zuW!97^JU_e+kNnagDK5>!%%A<#W_W8S7H49pZE8zea522KNYFuNRx&yG&+D2sCeep z6E%POcOHs@N2{2ws;~d)V20V%hCX&+O*UweT>@<&>;C2>e|iW!*E@A}NZ0T%qp0Z0 zAzRYWRFMi9M5n>_Zy*c;q-$VcXMeg3Y{SBO;>4<11Yt@0(3OX6UdU+=3ajm66Ih&> zN81@-oau5t1wAnQ5t2Ar}`zg@17_29HUX%MutgZNvz;gX&EE3jqLfb5Y zcJ0oGE!GwP=f|S2-pK73Tk$`Z5Njes!o#08$e!ogeLQS!nII3~-&HqwLu-79AkTcx z67}x@C$yXddr-u2HDHU~|L#u?Bp1Yl-8B%9e@i3{ZSI!n9pV?E9_6M=F`U z4+68MrX~oI;&-KBmo_x;Ffl25_LF|e%w%L_ln@uMT7U(QUl{SjU}8RIvDKq8FHh{# zFmWsnSh+6=7W4E(5Tx8*3TPJD|IgQ;2Hp@CK4ND!!WcI69EPOrVo1g8^I@f zo}BH(_Z>pGFhQ^fFx|)zO2~Gc(tRf8QND$whqV=Ol~) zce)rokO22GdvD)M+hr@$9qcZKgOQWYUo#i_&lf#eLWt_kLej|B2ce%soP^L?{^u5X zd!G^cNuiFU?FiUiUT#tLWkhSMET&R14TB;!;KBIm1bgK-w4Gu}67Q`B^%+BvCb)36 z!D7lFga2n4niV-u8l{UwnIiv_h}B6y(BGAht2<^MmU2)X%rNf;cnb^)bdy@J91#7_9F~5P%L@Njpa_f*| z0*^->Tj!Y1BNM&qy$Xhc2AnIgD`p;xqOCe5C1tQzdapH71Pcrwro@&^h6L?mF*9a) zm;e))V> zC=N!!f;)}Ka@Emd+<_iXBtZ8>qAXnvl4KF0q$6q5YZk7u>(A%a>}Pwp5yOrC*Ax+S zgYJr^HR@TH_UOUWAd0qE*3qi`A-a1f%YBy#JMakRPDzsZ?3Au;jAnsvvC`lq5&F)GDL{%`B z-QC^K7oyJ_+iFM=G4oUPT@=Jlk`<+;3|w5vHbO^i=KUrm_Hfl0)Uu$|ShL9SbwA&f z8zy6Z-*7lrZ2|-Tik^W1z|fTzx3ajnI3MYs;8u*OCwBG&dxRlEI{r)n0#1hDaci&oArz(h|W0EiIn?=f|&ye z6*nF?2HW+`n>QfuA5NF0ZK?3u%_pa(nvZ)msl8WcsSyKo_cC zeg-EpeIqRF3(7iBempD)7$Uh<5B9$D<~ZNt=*X}(_Z4x>0iU-m+Ss^#x%OorM0T? zn<5Vu^T>#>ARkoOQHv(=$k1?dWz&hcQ#I_=!x33Nv~VrUG&@y_)|4<2j~0Ax`%|^! zA~r{xAlHLKV|)X8eW7}wPi%EZCR&vsDrN=EaL|Cl$uv-AllrHyoKmXdbXOKZT;WeL zcgx2@XSN>Zh(yY?{#xER6k0U+bM|OotFF+Zl}@@~+FxKDCkyT1N=C;gxtTbS@(vHE zE@1_wk#hv2Bw85%vok2yl97=a7G}XEZ@$Cvx!_Y^rWldOfC?B0qi-UwjysAVzJpoi zLzS8?!p|HCEKkMgaTrJ%^`w6K>sZyr3#Wi^G=rYH?Nn8Tw0q^pxnT)$=S2JSL@H>T70@^<((x*52v6EaF zEuc#O>?MgNNd1y}!6q=_f$HDKja&fD5AC=L<#aLh-Mp&66Egn)>};omuW@@ z2IbS%j0_AAa(a4t0Rg@I3AR(UB)rRIEe(yjyJh(TX}xkDZti*mP%F*XE6B>;ZYHS| zG(}G3epUf>-&-rIH%Ai+IH@=*u@jcbKB{BA^GAci5S0NA>w^EytSEz9qM%M*Xs~-< zV~XURetNbkh-c6Jb$H?V-_Pji=;Y+&rlzLbThEg4K)mY_&%+Ep{3enP@kE3*6dx%m zxVv8^6PBR-vqGOq3b<{zv$lo~NKePVT$X>NE1kCH`R{nWO0X##YQ#bXKh@rvD5wmP8FV+|wO+?SvJ$VH7_qWPs z9I*pDVnTMp81MFumX?-^ir5A0Q_9L`4Cc=w|2DBr-szrS1o8`#iKeZv+1W9xQ$bGS zUJ*B$PKELEp6D%jT_>wT=*zfl=bi-R@f4$*;|W|UKMTK^qIm}KJxW&+4dN*YGPTB( zw0hlE<#19C`eK6+8^gL23G7#5~{?e`y(`#)@`;w$I1z4GqPk5TL2fLajb@M8Jf)=-*Rx}U9QFWa5kLjeE&wF&I|>g(Lx2u zpy}dF3w@!g{q6#~^ES@N?jpo|s6Z>vx4UmnXe|A6u&L!23DJks-f=*{fIL^DpA8^P z?+;a``08IcM7Zu|Uu1Ur9;~j8lBNT%i!pmRGNu?(QNG{a-j=*8nymTo(U#O=yibhW z6){n{Xn15q=+kXgXJ@Bidekh|b_M z4Ue4^Lk`v0keoQ0oK)9v#9q`f53{qKlBTqP7Vm%I<)#0d@Y;aUu7|NhL+ZTzHaDTMtoCm(HAgR(v!z9UjtV2u$FbE zT0W0x(oW_9EPzI`nD23G9G)tPC>Hb4u^1C^sNiVYECpVBOyVR+P9Ll8+qa-Vi~wNrlf#m3ob!RM+XDZgHOn6&&AolLl7|5sVev}$@VY%y^3jcBNNId zvNBzgUg#v440EAU#;jk6eqz>^mc`(xtaPxq2fzj$71eF0k^&%hW@cspA{ZG_K!HjE z9$kDna$eb_d^amUS(9*`_L&~%v_C3aFzIk$BvEF9l(v7{sb7&;{ZB<3^9SQdXR zU_j5$ogu0v8X$jPU0p#iu&_8>wnwy$+-&p14lWP>UI6~WzN6T#PLJ7&5otl9hKuam zkIZO^nrCY9iDq_I*m))0sE9f(bq^7MG!aVAq^Q91T_|?_oXEyo!@2KWn37K zn3(By9TdYI&rkQS!O}KtzY9he@x18cf%S5$ns-H6NaTt^}r(9qOW$`N@?QV~%r zo31dLAiYH%A`PL?{T{k`x8bp6Flk*6^63h$!QzARYObGO1$w`p+e-c^98bEqrtd+bS+fn8u{de+eES|*5QOp`Ue?mt`XRg`B!b5s9Zb^;TxH8$2k$q= zdaZS)3iaSA2BGDR!XIZ06iV3kODtHGT;sN&nTySL`acVvw3%ENq@`&a8&fQ!I1&Gp z#(qC+2ayt`Sd^Z1`I8cEFq`(JJXx zeF#+Fixs7gwWH^@7L-(0Ru&iU0l5<4s&|HG=xJLTE6~Ft@i78Vu~KPXQ_q-Os9+pK zQsMP?)jg&c%tC{@`I&ADLn4aK5^1-E{@5iX`#ZbPBJwEW*RvypS zAB<-5E(t+o*fR&NyxSM4oRRw5LeT=7T~z`8788S7c5$AUEMD2**Zf$oXD2QWEl+5y zkq;IprC1EcONRM@w&+u!m0Fe`iOz~%rl6#hVg`xr`P8jd%E<5+35-j#%TArupQopr z&Xrq!&&nP#RW-Hu$nk`0N`!&G7b9MALw_i}Q5t@bpzbfgY+78D zrQDRKMFJstpbg`8K(h=IV0x2HV7~MRDqvp}yStCV6UBnBZWMUG#Xp+vivbGlAqj>?F zgMAcZsYAk)wySsrVPRolfIuL7IcR9|^vZ|@F(qXe8{Y^B%=g~&Y;A77B3axRRpTYL zGcqMQ1alY^VydnY;{5Y)J9O_)$J3onbN?#kf71m+6w_ zkc46_h-^k-2(AbDC8eeNZIZqY92|wo*idz5$c2<)uB&nErAC{){c^dT>F`z9Cv|x* z4pc0l3f^{D+!%->*iug4z$S ztQExWwYc>osGNiT4Ve59ZWX$g;0H4&J344!P z_U5JEZ=^9~!?_4i+n4^F?NBrM=NH?fUZYF|%@rGHYKH3VPTp?)%qDl>y=Eh6Dr-)V zZ0Z~_D5Dl7)6r9VTyz;H5%tRo{Js(Grh@RL_4uP91;{8s(^1wzCwLWBS62rl8Bx)Z zKger3jM*3j1VhusO0-H}E@#~wHki8u;tR834P|9%p}G#=1r*xa^f)&sE7~O*fG!4k;iu1QA4h-D0v?}5%(=LbVhSX;*0Yv9 zj90}80fIiXy7@mQtBifza=JV59F(0a_V^5|J{8C{VMgaJG&^toTI~+rB8_5ZlbHmu zyr#Am6p*E5WkALW3JxC1IHc~uX0UEWm@-87L4ps_e~Dq)!bv{@<%2U{JAL@hM$gF` z^tKV3;LQ#%zE9V~(@Rlb*>PtLw3#C1?9;Cq^s16*p_a{v#!%Bosl{(&qhD5CylG-R zCEAGRTzWI6URRa`2Vsms3m-N*NSXZJm&GxNnObE)8QBHtSsy>UEVmAWAv>Ur=u>0- zK`z#-v<@#LO78ipcJI;7l+9$tpKugI)I?Im>1S2!E>xQv^`=8u(M1Qdl`GK%ob!zi zWW>ZjW)E!0j0F)hv$G#tS00Z6mF<7Ou;MDP#OnV~p%$hAs6s%~0rZ6ZO2;Em6IDKb z{3aay7et#My0uxI1P}<|qP^QmeUa77>B-5-`S|9>$H$Q{C-+-pY)a6-7ALd2Y+5;vNCc2+u=1jr5&Q<`6u<>%0v$ zi!jVntpj2aIe9LSOCI0kSrib(Ns?LJtRT80X8DhF*;+?LMPVzNK{u57W-5LM^2PCT zdn=G8xw*MNfBtObdzEr)vb4Ck2$T{q`1_yfzWzSA0^-net%VAZE9Qx#|9poZj+|#m zK^`WIphtk}d6dAau?K{VkH|AQs4?c2ToJ|fj^yMYkLDfHOrK9GQ8{RnFhJ>1f}#la zY~!Poc;NB(@3ea((8vE|Ti2wkBvv0x!lAG`5CVY8YTO%^ zE#UU+P!k{_S@ci7zORvg_J*UMp%HmX*?q2_x^>#;7J45ug)s@`@v-uQUN6`ub$W z|MBi>*Vx|v7^qx)VAd~o#^3vV9x_#@e>x}!gv;pYsQCa8be6}*S(%uafOtGW=5K3h z>1bBO4A|Gm+aswwG7Oku8q1XrxAqy%t;O(w#7?>TyA ztMQSTK{WHUC6HbL+Geb1VFxe}Xq$8NC7T-?CL9?d;V)P090YugL7V5<9~DvGtrTsM zr&|-q?SSZ$vDepGLmy^#cFgh-Cb3%TO2GBbAg5-!jSdbD%7WrpJ^901)d_GTAEmDz z+qzEl{el-^0{^}fpB}we!$k1G@RAHBW;ivgevHx`>+z^cvUu@hH` z^jUPu=W*|IVD;{wUx;d3;^yU9v#X>FOMO8miE>~Mz3=}j2W?`A*yilyAuS#D$SPJH zxw~uWjS@`xI|h-|$=g8^mknhy0+Y%R_$mP1b6HhUVZS|+0j^euX-vfDNG{|op$|BW zkqpk_CMiF^r=x{Ns9d0qg6-1bv;hy2CNG#ai@LaZ~G=cLyDbXpAC3jjgkMZm<|qO1TiPtJo| z(!&t-3;8gzl6&j#FbXUIPRFmtUMEwXRz}DF@`UZ+G+)J|h7<$LTvEcGp$MD{{rhtI z@rT|0@qM_G$#|~24oI5vc5P{N2I**!u`OOjza3m{DyTZny+`f0-z2jo$d&XOoLxSB zYWqWnIlg`EIfwYbD8c7VHAiusjTtW)j~IxOD4dQuG#RwJ`29mNm$#Qrc7f5fF2ia} z!remsKL`6%S50eCcl&fZ?6su7-@{|NIyu;{Ut*lU1tjf=h{m(U?I7&QSgz52sS4z9 zxH+4j->$tAy;}pz65Iy=g0!uM`D?58mEFrJoYL$|53)F1sMG^w;+MS-%D1<-fs)*D z)=vbuS#wc4uvGx&Ohs{G3+gBVx@8_o_ww?xPKR*e_wR!~3{&U*kyMLp^ zMmFPNe|a#!J8109S#nW|5~Vt|V4K^+vUqavG(%#>#ja4*D+#a*B+QNItMkrrngF)&4l;PehcGzMFT=${^~7dpg}J zR7m6CBZY)7wWRqF^F8#42@4=orb2&8(H9R#($LPrCVtdrd$;ne?xElK= zZBN3u1tTXakv0ZYK0D_`@{F%?@NTP@l%WMBX_CHCCWFn$b>JO~l9#Kmq=Y){rYzk2 zfpI(Y^7y#fxVkdP2f|7b-&(hGY|u|Tk>vW6X0-}FNJ`e^UFm`Hos zQ@|HdFl3mPAMmsM2d39c=jXNWHCec;478zJt#tT;)HV%FB_We896i?})Mpi%n+Yx~ zyN8$YlFRn5{^)}mcDT15Las$lW~LKwbn@R9R1i`4lVO>Qd7rL|fvZ4u&CY6js^_VGx>@qTulz`Nh=f&PP*#Bs zJRRLBSg(p9#Tn3{WgC#Us^pv2#LrP4p~&?~&>>=e?cvv!R3q<8#!)Yi%GJZ5-o`}`NC}EU^9^wiQAEho zLIIM{dBHjT%a?s`%y1qtrDpuo7Zfzp#Uu;Rfsy}Xee~5qdUs6z#~ z2D9`y4yNC{xR9U+Z}h``op03*d2GK=iqeXcjfE-AA8xO_E97FuH8_wCkHJive~IOE zp-TOLTM!=~|Gv@QNz57T5=r8j&Y0a)8q@%JKQw1PiUdI;QScSKWiXrjOVRB?ct-Ng zA#sxOnA=Of+9sX^v3g@;!~dprr5zYE)_2TG%w(j{k19RCNAz8Vjh^ z4NM~LJhEd(+TBgdtdOv)=g?d}0Y;Z@wLK2LtFH*=rP2g;ub=G-hpXpNTD0gMCI)4+iG>e8QHefI^!NYL(g13_mL_~@f!cFR%{Xah*f>KCsLv>X{UX^+dQTacst&mjJV}i}FqiOG- zvP@FM#M$nl4k51w6OV|__{1oYCt-&yxo~lDK^|3m_?+H?J<*gML<6{60-`4OO$4?vmM`^sTca)*jUlcB8C<0hiQ2>CBd0L zq#D|XBy|mI<}8&3_6?&s(YC|fYdkzUDNKZWmQ^sh_x0snO;hxv#n z?3k$eYULE$$38>|8~!VROMjS0|B%|;B*lY|C-lwn7_dEvW8&k2uQQ(Mjp73=n{LZR z1u8mX&w$`zU>@>@o7z0mcgM*Fq3wb~W>!0i@~g2xg~D(nrYSaXEU z?d`ElUWdVW3b6M@L`1+CYtyqe;@YNYQ8|Y^czuvjrE+w%qQq=GKHl5#R7861G-%Y( zu>yTctR%jC+>wn77dFSphPmJLYhIss?q*cT=c7|(r0Tb;cV!8}Q&)@GQpATLhUi59 z20PJ*OgT`A`5b|Y0BWhqk`g(&2QFbu9GofOPlF($p^@^~&Vd4}??lhu-d;lk2k2dMzzT-b zdm0jv#ocEO3jq&HFu&pA6|SLs;Mk@dEl+?ueJek9nQd!>h5V;}|HvL&F5lf9?QJ25 z%5Vz_?O;pu+OFh$`4U+e0pp&|zJVF^;E<(Ufd?4y0YLDc0Kz_~qVK>Y06WyhUyB@WK^1RrZ)fM4s`#3~ zrcn}x<=$wSF*Sx?`@EISXE|h-J)C1^_NPG#IG}v0Q+9r|mCRdu?nNISzxq8=Eox;d z2e8V=Od6ui9>pwD{IUlw&6CP`=KF2xg@{qluYX*LS<@}nfK9LSVocCnWuB#Ce`AA6 zs}f*b5bvVUcR>jS+_Ipgg+PRTu0I_&@1T(iS-z1ChDV(Tem)Hijk21}AxwUoT-j`$ zn8TF_hBqm9`uYSvSSU=Q>VJUcIXvfovLZeEM|5s($Qz-@*|noQBlFP-|)7 z3hmzl9*JR!JPwq5v9a6Mrm4K*b-H|G!c!k(sHBQF2wlh+=RRT0BALO4?tK}*?5Zi! zl%;C+W8lTei)Ea#UQwbmh{upkeKGO9aGpR_ncj1CMvsJMLs17RuAbf(iOhI-G-5)g2 z=osl>$%s!x(LR=%F^IaPuQza|QaFCN49-nvdsxjDl%o86R$eY|P70cUd>&b88l!z9 zDz+MMj8g9pE?g)OD-iXjf=x~?W9JJV>9z3L)8BXn1$(-z9eU4 zd}gStc;9$@x%UT>tHA(FC3UWQlfdgM^89dtO{-|>;$W+xG4(5j5$bLJ#OdKTg7Q+# z+!3YR2lp^RtR@D(dA8Oo(MxOf?(L+N0+K!KcEm~qir}+aXB-A!VB;ng zKI)49oaQtCupF*oVDMN5T*Yzz4<^7hf9ti(j!SVb0wJLslb@)Au-J~DV^+KDM z>(L0k(H_u=C778)thz(g&wGK8Dy12iFRM!jA1K<)Uo`w%ue*xTy)DfpEerJ8u*{ws zVmwc#^4fX1)%-f;_8D$+iNi9_YyqR7$`Bzz&NGDwXD6GUSiquNpdNM=X68lUit`e~ zUha-!=3$9J{AYe-&0RSW3YXf`qe<@;X)>qImowl$Yi3%jM4bKon+>>?`~GtP@ewF! zhiR*Pk*M6z0U$2Q>X0^Ds8qZJs)v_A1r)Kuj#S1?#T75N>6kzRUin9#^i{Vlav{9Z66s^F z_D5FC^QFE}rshw>VD(;Uf|#bEkv?5uS*krhNQ4ysZsC0@C8lNXk3%Wq zQWhLC{Hwri<;dv!uK0iNE6N1r)8eaB$KGx_o&LvNGcvLvn;H*={#gCaSI{oVYwdj5 z=Ol)Z+Zwb9JUu-jhpqz>kRfFsAPUdQ^`W_UG&2oRVgVr{TZjZ6Vn_z#P|70QcE$Gy z0rLlPMbixH9Ok?ROkStg7yt! zV#VA34-AgQNiEsdu%?%9WTtp<;H8IoNC0^x>envv>1}l;@5r{|%AUTD@ZoQ;O(qOZ zRcDkm1J-U(Oagv-5nuf>Zt@Wz6>E7RtXvOfP#<9+&@eDifHKy-#Y{!nW$hAz9#&xEFnIpO8*}mRna)x8+C|kN&+W!q^Hzuc0`Yg%z%N1`{H+)iw^&P zqfoN*Uuz5FI$gY#x##&?DGhOy$zk-N5`jfxhJvz6bW$F>yt4mYAhT?rHh*9o{*6%l z_e`SwLH{u1gVtdzP<@7u_dKQjHwQ5<(Wj_`HZXL)AP5vlhq!(rx2A?*>@En(KSxd( zjHB@6FfDndg|KB40F0zis32GT*BG6_OefdDfoS+Z!p9*florb6qRH&WwUlwg*!^z| zF+UbJI~Jh10psX*x(c<7!VZbFp^78+?%&%EL@U9>*t$-w`BI9VONoYH`1Ce1DW7fW zk(J8y%)Jo_Y(z)|VszQm`*P@aYFhr5C!kXP7wUzW#pXYx%YNCl$QYYh@LcoAdJ? zX9_}0nN3h|fsn>7ph}`iMNVr0V>(BmM=^aCnbhabX& zD3#``sKl_h9FFkex1BhDAN{sm?`m-T+v>pzX#>EeOuI5RI=atIPrllCs{eM#Q9MTW zJ!wKlHK1cav;vHRv#(3yZ^O8*f&?1ZjLvQmI4L+CI~%N^Wv@0(CM9C$xMDlDop|@- z#l0bG(|lLxYn29UYuLWaHwXc=64Njeud630m<+~4Tb2q!Y0AY62<0N?|BAe_O3dDo z1llWXLR4@vo>RjJQ@0Aa`jG@j@S3k|1%7>YzZJK-S2*T3C@_dW@<7c0Y`A$DraNUA z$K~LW`8!1#x)mY%$<&>!mX~#~fFSN+8hRys^A$aD_>6=-HU-qq6e1!@!ZZ&qu)(d0 z&t9}eKi)jq6;QrRz_x>_ zw`Wr>kW0A7lB-mM0kost;7L2{#SB{YA%qmx*lt+Px+HU{TbbM^ss(kc6*K-_{T-lI zEf~&)l+L-4@apLr8<6pmcEi9<`#i!qPEAYO@GtT3@DOBoK#zO&M-u=os?mM!>R=Y| zS(>~zci5BSdgWThllUYgF(b~$#7IrK(r*=WoMEjN;%rU)XD|Lw)FD3h{s`7p^C?V* z`TkJoR&{2yJTnVv4)Lge!jNp)ULP4y-vFrkKi{vsG-{NV?)RdLW^tHBO6L;@Or@%T zVuIPQ%@Y))U#CmRMek>t6G>hO%g2Exw*N(S{EZtWit9f zdn%%M3lqckwgD8-XjX|aCNDfQ?U8JbWyXPft8zS<(&Js%8GP`2UPE`~BmmMpTb zja?GmpV41n-hve-zjqwm{-kWI^igj4M-Mb(U4ppbL>EBC0Y`?_pYN!IT)RN;+np(2 zNCWMd^MG)8x;x-8T>rl)Ly0d=hnF5JJiMLl?U|`592}gNZ7}_=u&5|4C8hq3s_y+D z2eYKC)w_x{sdU~3gZUROTEU31&wiqJb zZ-weoQlXh1RJ|UxTVmL;e@XbL_WsG(cVfqpC1ktJ8dxv46GTJtlGk z$2)>?;nkJ!ssB47rLLnJnnA>gAZu&J26ah~6f9^7n#~NA?o1>ydacR_ao^!q;j}oL?mX+}m?) z0RtEs5|SIL21E~F_5ljg#=5PN1Skz_roNWHZ`33G2ki4E#LOA1>Qv+tE0v z1_0BNzG0vtTPdd1mY3}N3jP??3uxUK-PhEFe`HxAi!oYz`KZ}bQ_c|Uu705aA{=yX zZjWU%`k7zuPC&rcI5Uip1K-BjzJ?DFRHTmYGvLgsBK!jfc6bUPsT&&^6Z%gsj@vT7 zhC9ioI&ywRJ>7|CTG5|MgSrpJhp8k?Xb_^b6H=y1^&;er7k~xd>q@wDZkYp`)htXR zjRtwxFxCgW0#FkG%^B%{BDgy~H5HeX^mu0{{6;)FP&+1|Z41+2TEp&xIgX?p3c&!? z8!m>5I1hXXS99v4b9+^MHX_`6ZbDSnIpjGPSdxJhlS);3&~R6&UNZJo zIO>KWI?x~nQ9l-AOT>e4Sjm9P{D~w;;Gz+u-lcl=ZYCxTik$oCjpBwi3`jFE(!Ij# zw^UZ3_W{f|Xs!ZMIk1W1*h!|q9fG*Py$%!BK&JbPAtu8=9KaREj@IxBBcpgD2d3ef z7feLNjYR6zH{tGQ+JC{N+e1*p$jaL3_vj58=D_B=yE%Cl1)UxGF}75pgb6cN&^mwp zOh;)3-KS#vX~^$RTS=|@bPmTTgn)d*BL}u18 zAc_a1zc38le1=m08?{AjVcwyMezXl{5c`a1R2(_oiJ zMMYI-WoQClGqi>Od|3<t5#-BOx~0%LMJCOMamSq$SXn`_$r~8_bY0$*+zUV3c3~ zuNPq9Cd1+@5+WkLu(vCyjQeAVz}e)$*~lHdU?H}f+P1B@C1o`m7+haE&sYu%7@17z zf(TgY=_BkoNlC@T>+3?pNd#P*+>Z!TIcvjRt*Mu5sTf0)~$gy2FSO`m& z(3eBA55I%}pQWvb%0MT3s!1@T=q}C6bxts=K3Y`m#1yhun2Cz~szQ+d1&egwgJy-* zk1c@O3-`X6yg4q)%VYVm_x0YGN^WaQL*Sifc6O8y;fCI|M1GPgvS66&8Y?x9 zGIc}4>&T zlB1WpdcWzE-pGNw!EexA^MTPCo&KgN3pS1%G>wDSa?k>bj1KkIvsl&hPC(I`8=6vq zVzH$)ym%W=87N_zUg3ZF^Ye;Hl7b{l7UA!%J7~IljzMLiRM#oUJJNuZNCWiA`Kd`p z1y9(|tO2&G@Z6MDwJ@CS@b?B${{zNd_}7D^n^Tl!mh^Q7l|y*y0d1JMEkoW67SKKNna^)-J}5E(Zr*+MNIJq{y-_IpI}g;EDT(G-H_aT-c?AC zO}Bk$H6x4Jb|^_J55Ha(N_KnqEy+a8w!hW)zG1P~3Wi0Ng~Ak5K|uj@HT+IuXJ^;k zI$Fw?HvMjmKj*ip|C6dA-yJL$v2|nZh%c{>k@BOlG+9MBV+ z2B|y*w#0jC818=y&)m=|>3l$9p&`E<&MM1@Vyov7T|t)jx_SpU1m!wIyp&tR3kbX7b+NcYtj@`ZNT< zGZ?=Xj}tTqh>4&vT+nSl`8EJxRM7scqZ;(z-meW3o;h%hu*_-12m{iI&c{KwDDwZD z|MJK{VGVi6PPi-vlAdxq)lp?%l;1rw7(hz7za#0z#iboAcoJ2z~t1p zc#2CZmrc);fhV{JPhi`Ja9M`ATISUameS;V7mM*yf3viQE&p*(**{Kgvi0b1I5=u@ zb6X2(WvgxmW!Y{@jVw#q}1iU~NbzWkH}Q;y7= zLQoM9Rigf1z#C}zV-p1S8qUhjr#tYY4#4hOo=wNhYzGP{Nc`8ABi0m20f3g8V$Ap! zA+R}s7O!S!(M4Zuub|gN<_(i*&oXf1|Gqx_daI#H`BIo7BgMgWK2iF6=Dlh=Ci7>dTsjDZZrZxaf3x3KYxcdVeejg(PyPBFB;EWix zD~P!)e*+W@52=vZ{6UdMh}n8H)jSEm8L&jQ+fWdCpEvbzYz6CG@jd_Vv0Ofx~741x{X8{xW}Z9o?*x_hJqxq~F{ z94E#A3M8xi%iuqQ#eh|*v0VR6+UJ&2I<+&ygOfNz@!OA@P*na28{f!{ghMpk4g{J1 z(R7d7ifMoOFaMf*s$Sd8o3Q**_J7oNmSIu0U%MYtQW(0srCUN^=nw&s7LX1BL8Lnz zq)`MB6%lDfQc{o(K{^Bk5tNW_5pl11o_Fu#*n9uqk1t>JfVuCvW%61TI3xm( zOBx%WX76_1QSm_pP7n}WOqdv*)HP1@l@ghAmGYCoTz|oOT?U?+p}#4YZf`)BBLE;i zr);>X*+MX0iBnCfo#~(ctbY|nAk%JOAiiRS3*>Q(#Ej+IZvVUV{@3= zYzGp1@YZ;>u5+^0B3YxB^DVP`jVz+pS2IY9Xe@k!Ow4JT?h-&<>U~uw9$|!*6h~kn zuB7Sp$KD=24&%vgx!fhE9;I+;DA6Ut|C+}+43i>me?&~orZ~)vs~_66;~QtsJm`=7 z4DXX1)n>9j5b#1+%b_G~_UN|Ug-XVIvug9>w3oGsn+-hNc;B49*@SFDC69h65AT7V z6n2$!NXaHiRcqxkmyjsx-gxqdwmNeNEj!CG#E&JpH);XpY{*g#Wk0>ddAAZSE&ftN z`B&IB$*8YiH!%sHRt5(rr`U_@L<+{KS|*%!ztcIjXmn>&zmgd9ceGD(%6JvLt2dRX`=A~>bi$P~D7{=yQ~aXojmlwv%7-H6_K|iJi87ka z@&BD#FBNiFB@uXC&~NAHxZL}BTs?h)j<)mDnjfmnaCl6z&vFZ^Ch6a~5@tj|o>*VM z4pv}UkTb(r%B!zl4~y~4p`JOb>OLv$0=1;Ekt2H|;!Ls6z9X@@g?j19XojEZuU*B1 zSWVrH>2P>H8F`I* z?ROiY3mLF!$vxldr*^2(`Q5EkG6j};ui=oqo2db?caoV|Ci_+KT%_wV~6Ac~O`7f(Rvc;m& zHZ39M0Re!j!NS2elb00}GZfUVDMJ4GNv1=((Alr>Yb=M-z~daBp=3e)tu__G=zo|P z>Vh0BEM}6K<(0W~$9T8=mb9Lu@5oE#!@Es+w){Hw?r?dPF@Zoic9{bzl8yiWPrpe> zNj(mGAw~Y~pql!PkhQ8z{f)&B zj+}3I2;#BJ(}DwBM_cJ59?K34VFj%Rb9GhV%Q{Dlxqjcpo|CCgMV-IHEFM$Espp%S@1oSb;VRmsT9u z-7$1C)A&8>oI}Zn`8>Z&R+lw922)ki$0dQxtph&%JzjX7?w!2jh{MmJNqZIU~4MoOje&yhuJ zp(l%IQ2Nrc*lnO4Kv$s$Ij^DN$c5~c3rb<%X0xm3C{=ir6z`%>kQS(^J%Tpt@npYh z{3ONFX+A&AXKYYi3EcnT@wrMp0RK=G-ta7h^2bmDx%blq+^Svqyw_fYoSp1mQV&$s zkkr`>Vhb7K8NOVN^IThmrIwSN;e8Yd6%B`eDpX;?K-X;7MYKq7^(S=$YQ|2m++a5q zO=Zds-Njz&#@@|@H>k{sX?>Sx!(9dze=_{8!hygwI6y0%wP6H{__|75n#d-WitOE@ z-oaFntc=vw;*Siz=1H58jgpD<2f}+r!h&kg*dAE2vRiGVmnA8(c6)~ghl@1Qg;U5S zd4z6vC^J2@cGplh|8vs$2Zkg1I7%+vjcqg+(oTZKN3mYq+aN7FSBz418-|qN#E&FF zrgYfGmJ+EwDqDuKBzRHF21;CO%1#Q)L3g?mHCy!UDzo2{(H?yJaxQ#AVNUd|g@5e96!@bd&7(4LtKZLof#x5&HYHHO=#wW%-RzF^^ z-ofauM8YN1DO&Nv{woa#HoE+enJym}Ci)lt>yXvnLYl`CKQxA~%jFD#qZ5d(i&MWK z7Lybx@}PTiK4ANySjB$);sXN^aPcPanADbqhE9&zFrU24&v(Sc?-35gWo3F>x1Op# zDvq><)B$K&RX)Ei(LpOqLJn0l~z**W@7<7lFgwyIz$Mlk5BLYJG_>G1|DQSfXf>Ff>R5A_~ToJ^w)%o z_DjU1y@`j#|9mFH(U5xhR}Sv)@#)-5cl*r!cCcr|&p)7m6KNYW6BEFGWP*9?58Wo* zZxgt@E?>S39@L`pkZG|yz7^Z#4Vnj(aEBK+cN^yN?jU$FH3{&Y?ud~*Y1K|(WkZTb z936ex=kxL?BtRxxCbWBhP5a3X!Y*E3XILt6z7|eHE#90LRMVXIN|;_%eUP|NMVr{C zK#7)c@8{K<7rRL)n*BgMfxlGyoAi6#;qOXp1n+zhe5Gxm!=|BSo8gPq$)~ zxBQmXN|yRETn`29u`~{{L3;5rSCn%31&3~8)1HRGLuH@#cQ@#CD{F{cwTWqOu_fVB zgzv!PK2BPYmXv%M_lz`!sbeQp3zz)>=PbPX#ry5|e{{N<4)42r)(hXXx#?OQxX3{g z)6iKlVukbjg#hL1I_XsW_Ev+LTwRIdn;*NDZ-;^!i;7mE^qfE|l5sOh|Ahj77)G}T zC0|&F((zYsL2*zybbsvaEqddcHlC>YJaC3GLz7_Lr2O5jue9ioX(=2&r1#w?PDAVz zeg2C(!{cJ)=XV4W88ivK&tiKlR8NMoBsAj_d{j7|Ln`m^&#R-=a_G);pR^ZDb!6=J zob1T+0Aa2>lSEQ|d8#>4YLRjg@trqsTCU4(*D$ud8uqbg{;cvpTEgnKXsiXFTTU6w|0tgT2haary-_$$rs4$|Nv4Pm4a+>l;$5`N zPuw=p=#5p4)e9%{r`%6_ya@jwHY3Zozxd`iiMHqYaj~f_f1-My@BT|Xv~BkD1wX>0 z80mdgt&BNwBW*fx6Cr?JQ0qPg!cd8T9b10kPE)N!TXXs$KSGYi_($TCg>&q52{Xmb z9nhsBTYOSFE*hwnTl`f8-E1lH@{r2El?Kq{fV>mR)x84)5Pd%Wh6-V&hz3BJxx~^) zt!`T5BwawR=YAC_!Ge_|_RZ);i=>wN#$8)gRh-Hulkcwpt(R|P-pF#N%~Xqo!%tDr z=6t1R{JDHd_^irhgAfw+31dZRGhWbG{HFQ7$%xx486JFF?7HUe{{Ewbvyj+MS(n-x z5I3y%qoaOCmV3>S$b742Z8WKQ$G&VGGfD_OFGa{nhrudU0o$0~3%b^?g)fN&iDM>A zuN>nGb>;J;^N&@!8Bk6dn-KZI@C=&Gsu}AzIiP=$15p8E#(_0o4-bzg3%ba4*<%@N zAF37w)K`I@+Sr~gw3Msxd?rrMcVF);lJqo~)3R@m8{;LVj?1qNG!KYFfD+=W`h1{v1P)St?+;g~Q&FigVmjm8j zlbpJqL|)E;V}5@s@jtGgkVrby5Pve7{nxhRlk~}8FM}uaSLPD8uqW1Kb*nHE<^s212oKjMUKmh`O&h76cb(G-KucM37ei3m+Z35ck5nUWDo7f zNPm`D@bI6NvO8cu|8!^h^o!KDBUI7iF(7pR0{EAVLDB_m*06$WZf;JI#3a8mlykhl zPYgdqM5nN3$jHF3%#!wOhnk|08dd?GraH@&Xf`b*_6!&yL<9pjHzdOol4kre^!YAb znyvTdq|UDe{Odcru6S^M1_uUWDZ9C?gGIKiYg!Sj1@)~aYPdi;Osx~bh%e1e-`QQh z_}yz!sJajOyw%yJhYu`DrQ^GwDw}%Mo0Kp3A8tiSsC#|!x_oq6R!GJqYwIj_J)S`k z!T&41T z%johJI#2vOW@YQt?AAU5?&(v@OHQW@ks2O}2U}l)p#Tn6by!%>wtlM=ejeiHRx%g; z5VZAq*{y&7Y{M$x3-Ce&)q~R&plBxX#OzZYpps?1?hnE@JpP=_Zvr1ojCF{hnS)aL z0YRd@E#5EHwb9koMWSsvhw-BUy8@e#-7ZKWa)Q>2q1p}F%7JW|Yg@=ZLRzlIED#m| zns~qe(%bqKA5YOG>Kh?ct5eyL)DgbDWb z%bL>s+$SYLmE0;+;ic}mp>2Q)AaH25f>Lvr58aluLQlh0Pl*@ z!Ya-Vxi=8U)WcrSW~c|22biFN1PfMAGjnrHwplkHrF7?z$n#pzj-ZQ zaQ8cS)R<~16K4+ZoI$Nb?STQPbdMLpx3{;IT!z^idfHuqHMvm%J^HzRozozLdAYEk zqAUnL0v~ddj+U|V3}-2u&YGEx-8p@6PLs763o3#Yu*pLI|Mtxe3d*1$*PZ&6zQieA>yqpTELlK5OW~$lpH;fBO{4lZ9Z08-%)YqtoEiE1{==RCb*#GgsRz zp&STszDDaidL}-7Y$`pf+l0_%FG9-ZmD<=00B(Vg)&+vpF^6he8LS#Js@&mhS>Io1d9#JW%RhU zyhPr+`bC)%T8OAKpFPu4->e-N7=Y&{Vo~D)RuR*;)-dpyE`aBTqMeXQ47iq_sN3BV zcNKTOr`^?JUydSBjLG)UScYT)>L;)Y6udDlmS~?E1qi0wkW*l^QDiWZkRc#IPrYZr zbQe135>J>l{dQ~lh55ocSMUQaw2vfVKS*tJQOl=6B8OYJlP!EItK(Ps)(*_2qdNHOy04AAa z5_RsQ*kCwoi08Id#fgaf%(T3uRjk2F$W8;=J@-#vk3c55D8*e$1 zBQM=ZATe?(6QX-Fso$U%AC>rlfH}9ur*+&&y(|jXPH*o|rOojmqwsz5r=$w4tyR3v zLs#1Ta-LOR^ZWTLqy>#e7uXw5e)ynlWi|I}e?^L!U|3vK7285Dm+l&4DN8!AjXdp3 zsQss|_-#Bf;G3(ozkphW3eauoV2Cxqpz$=BIF*@;>*e8c!fpn=#b3=#^}Ua}0Tc{D zU-nSbF$)96eHX%(Tpyef0v@WgxR@~f%kXdoSmcE>bxY9quzaFoaGeO6*C8D}2Nk$R zf~>=(?nf_I-Ws5_=FqfmLnql;6ki!A3|P3hM904RcXRd$#l@jK-jt?Yr`6I@4opq` zFz~v~l6+Ch=dHm?!eRlfi1o0GB)91@;>mY5_Q))~mi1c}V-zo9$WbCALw1!^1nSs0 zOqTC=4g$=*U~Fw`YfCMk38Cx=U%!Exiz+HF-+H6Yqx-|-M!|Zd7V53Rg%%FY!ZC;k z`>Hvn0L1?Jvv%Id6TN~0dn{#jI7*P)CegVjRpNAy!n#OEeQ5V13I_)V7|cCOX?N6x z`T4ck$jvM*Wn^R^AW{+$xduODDp;bfaBP`$Bi*$ybW%E zIbz5&KOXMy?;jkD`&uFN7`V6)=az>ciW3M?PwujVInq@<*AEmqnwse6&zW230lp4F zXhntSpaxz95!|skX)FCTP(56|ngnt-H2OkVt8BBr%Gk(N3sci6@Z?~Y@$sW`*US)4 zB(=0`O#q0tx3gngX(mWR?8RwriZVwIDS zFcp=^0((Op=(>bosz>!&Pi1iXXz)lb`vkB1%oa^_|CZ~np_B=B!ZDCs~!hm!j6?W=K#XbZ; z!PDehBoI~t)t(gHF*5RNn@OLGLS0ky`1ts(Wu1P@-P^Y}AlC^y(=<2#41-{ot?2Uc zjd>uDBqk++14-bqPWIEMAc92wHoijJ21pc;^bHT+F=8+NK5P$QODFLxulI+O2h86V zrpCsuTUuVCfs%lA89XS2m&S-M!v3zeH@}dOV(4j2$Pz>xr6na+R#sGUrof=As~h{9 zTUwf(l|@fQ^?D|^%dXN`K%D?wHrDTh?)m;6|Gu&!V$(7=FmSty{b~*f3L(zC_LKeG zQO0W??C8S6!WRh%0TnXpD~mvI_x1`XDY14`V3ZKq5W{~EEvv5&@VzFT9eS{8_$vc~ zom+H%f6xCE<5mD20+Z4tit^+dxVXE|PEHmar4@pPa1&CDr^zTqYfxE$f&+wPS$dNT z3toA&fC~H9kSeqH{M*l zc#$9%gcR&C)-54f&z{|e7HDr@9sc+H=*aI?wldqvP6t_*-VZ3F0H8zNO_H zw5z0~q(F9unQ3p6l7tROY~%z$EPtZMllf8T(j`WTcZ@Qgf|ldmAOUueOVCw`s z@hrd}fN2UQ^m~4O^A)#LA)sx~MWRr-qTmXJL<`hJa7vIqbjt(I44Q>^gH^6Ukwr{- zc{#lMTJdn}y{5Y>$&rz55VImtk_>}wZMjudMmM87=7=NKUacj{rfqF`!e$Skeg=`} zHxSA(GBGh#&#ux_Txn`|W>;Vt`ts%dyLayZatlzZ?(QE$N`KS)9G*XaPIn*nJb*_+ zgc}8EAT13|zk@hQ2XJN?85tE76~PV(lHr>ndd;CxSYjmh)t{k?2q4>$kr5L7C9rno z<&i>`a<)J8;3`Q6d_Tng-f#d67t+~Dtm#855_BXX8d^*iJdg13@d5BTIWYkghmF~~ zZQ#~@kiR|qPDlw7t+y>km)n7KL(*~j`}d9CJsi|ma#$%SAm-`pWKs&V65_me40roE zahy<_=Ml6(OURbY%#2MM^^PEGaoYUiAyqU0T-XSlxG^NJ)L;38G?ormQh!1?O& zfJV<56bqIxnw$`kcpsUXRdvkr(vf#mK*#u&1Sm(k`;Rj-Q<5j!+fiYTdSPz?XM-QD zvV4;z1yl26HM)CO;{L6Z&jvh?z-kPg0l>A+q)W zknVRcekVJ-hwz!y)Cls^r4%LD_M|@Km(Mp~0e^(X5ksCmXkG1;1V-Dsx?_;TfELu< z)APK$4W5CLXCwWie?S_k<#ZJdG zw{8aHXI|f~2+~~Q=Xdq}4Ykbf-+gkAb%X>28bg2kxw@`F+l5<$w+PEZ61$N+bUQX| zGzt9am947ehF7`Uck!p>eC6I(R;Ep#LEa6llah=yZi)wIHV;s_ddFFDH5VaFyK#e> zg~i&~SS{B8vJv$C`>?dwvoYWx{yn_(&5{sQ2wUfp^c7?1}Qqzmn-T3 zfySt>L1<0HewFoXmqY3NB(L#Ym#2{42b&=!H+S*FhYue!MIL0pt2mpI-rU?&`g8Co zFV7y@rZOAsRWj7qm(?H9KRhu3pmI3fqcf(zL%qE&AdZ63`J_ON12mZ~E-nV9F>sSa z)iOf0w>t1+h9P4>qCndMqT}tB-{lq>FIpNhCt*qg$P~=^&_@8vijy-0=VJSDOc`C3 zXKw8$`GWpMD#p&w$(dJQFPo+nLw*WdSGc>o!}yy-9&~!J2D<|N&2C~c30xppe(PM?4GIoMqF^WmG?fC&HZWX3X$X^=pnw310J<(rp7OG? zbc~EJaUqAgyP$VhG&i3C<9Ze{G-&d`go0`E^z>At$Hc_s9hA51C>K70(;4DOjA-AiRQs4_?g4;1nDJ;7-{31Fi*zf*T2UpnL=W z382X-b~?$F7kCU?bHD?-#q+2bUa_rhDro)vHZ5Yv6S{yg8E$L)5{7m)4lxM{VC!Wp zO!f8g3k!dmpSKPp5^sypflWK$bqa*P!n7_q-#856ib_?r1FRF@Orr}}Zh3fYVyvL$ zR>eNIU)#C6V@Bv)16ltqD=A@hin}5g(a}Ti!PPe*RWA+UkZj-{K-ppbTEYDS5f3DK zJ5!L4z9}nP-VJ~)1waA~SFiNIPITtN&74;Q8fV}XfJpFG>5@RF00q0j*j zuM^|V${%ro*V>uq<4s8tM-Ftno~5~pThPwD+}z;uiE`nY!IX2eg zXt-WOg8e`qv|oBV<*-o^#71fyBRe}4k&%&SmKQEEfki&t#wI5+63g3yw?G8Ma8UKG z3g0@^tVxl1+1~8j?3xPW9y|hQM43XC1;ZZDi1&y)JKJkQa)6@>tu9SVQdU+g;(=m$mOt?v^P1n=(oj8u|w+lPrJ#kZS`$G|^h`f~^81vUKb}23d;)E5>$q$Jn0-?^4rUf%)H1#r33~KRq{V*{hAq3?7A09HpKSmL- wJsBc`ij5r$l<;_3TJSq9EC}}h2mf?VcGUO8aX@c>9=-*kt*)e!blz=pXbR(gJq<}Oik`mH&Ht+kL z?|06*&iMn*T$k54GtaZ19c!<3uY28_Xe|vzYz%S?1Ox&Pl86WWg=2zeEbIr+>I!*3HVy!_L`>R@cta z3gHP4mz|?y$>@6L?B@m z+bWqc2&nq)w|494p&GacIJR4-vCRXTN{9snZ|JmkK&x@=}zOE1NlFdqj%3`~^W;R38q7F{dh5JqO?0Homy2 zI5=>+A&6Hf`b~-`jRM9WEaxDYJ!<_?pHn}Eo}L~G8y+6Mv1oX~B^g1$p2QSv|8Na$ zb6n1-wNAwhdAvgDl#kLEGpd-VsNcK0e3@#3+3FQD=BG#qI}g(sz9u(hUgtt4Vq!tX zsR~-QqtIV46wkWsRneh#(aqi&`~utEf5(Hyb>Uv!e;wo#i~SjeO!$UlrwF^A8s zqobopG4Z*tA%1V>k%Qn%FE63DNB{l|ZzpS1XHG3FO2ut_Q8l&Q9f!t>1i^>4L!Cfl ztTHI9NbP;W@4~o?K81q5CXrnL+eF+4eRXw_2VCmdWTa!n5(+WI4Xy!?L0NN{p0(w#tE*E< z#5^Pe(;A2nio%*0rhPqGqPj7dsOPH%cFYD-H_K`+B5N30k)R+a!UzIW6ha8N{TNYU z-*lh=1rG+fy9!38RSIqh)}~nPYoP`+APg2r35m3kDb%kvH#c{#Phnf6mjOH{824r^BzTqA&2*ZWDll!EcV?Jtm^5A?UO~1- z2f+{*;Smb@A=*|PB`0QdXw5TogB=XS_zVOnqcp3Q_Dg!X?H~PW0VwH=#D_#s#%==B z>2w^nE5SNlnh>&R)CZFh29MoNV)YKUC}g{M%nRe2lPNME^+_--Disb{OI}_c9)kk-l`!fwKv;+)CO)3Y%rtP- zbO8A~vMRU;^MKdw;-vELZ&ro!xEz|pY@*j*UOEzQWH*?Y5oOHD%)4s&5a`H6?zJjr zM$-0y!GgQ$9&utSqgf!0PwI}D7+-CsY96$oXt+pxgWUA!Bg8FChU8bxI|!0uVMQhJ zagxm)cJzP#TtM;cuKQG)M7MJv0gJS;q;GAWeik*437H~|wvgm)J1a7;+vFM@1Mn4T z)VY+x6mwvJGU)VR-xeYa4Jk*uH@ZQ+(?`4^Do|}y2!6}MnBTo$1{|oY0*yLKyKKw4^t|yNyF@8BBPUh!zG&ZM@%XeJD zLy93!6%-3=aTkfCNB(kF;rYo^w*2Jrk3#9{f~9o?Nl%`I?S@cFCo!Tit863O7liT< zo7FbxDmL)`$EmMFbxO7j~-b92`ee#Z4GYW z)#@(eqDo3G!bzvcO5b_@4e50Y5GI>A$ ztN}jLnTNEns3_=WgXXI^J5Hx|b}O+kyl;Hy_3PK42L?h1rf@*lL3>b4nb5yG6*Zl= zXFmi41jf2vboidG^+mF%z5O;l&F_D4SYKcN?VFa50xGbo!=&V}L{UB-=Yb+27G+vF zamCbO-KS5V8W@Q9U$|_o*6Xt6)-Q2(V~IDay}3C-%d-JU8X;d=3R&LZ*W)>fMsvzVBekkI!M&JgXFPiYxg*tlt& zVK5|EREST`zjytNOb~K)blgAw`4tR|&td?}YmktTaC380S6A26;LGsv#O~=$93^R^ zeB`}19RmwDj97pyd(c3|Uu2W9PAp^jF?PMo0rH2Mn#9CJO*J)#SFbo&S?8KvH#Ub; ztDbYfluDjrQwWY+=KntR)kuF{sjqEp?8HyL_M^2~x>x6^ztOa%1GS<9Q>U;&y*{Vu z00B}oi_vT{VBZ@;t?mFYqcJubt>8?tm3_FC7F|0@W#nZ2SNg!|>t6_LZ zFx|TtPxn89uGt8C?#+R|F6Fk@JiHQjd~(8q#9(TaD4jtUE^q4QE_S0ZTk!DTK^`9C zLo8sx`;6h&h&Lx{P@(KD4G|QtmR2R^Df#%a_*kYeseYo_o@$sr%JnT8pLgNj&Q5Ra zmZ=OOp4;=Kx$HrzS&K3!bVQ~oN(31U?wqbFMFj7hQ9g22b{p(#;$~AwqU&Ntov@n(B$LTRr;Q zQR@;#Lg%te%;ry5hkA`_XQn=h-P-OD^8{fG{Bc@i!Jzd$%U+N_WeGbV1~ zOYbK#T&GBBltz2hO~jz%wzf9xM`07TauB=5h2mnyT#do*m+A(G9|g$cx$~>!>@9gn zk55jVTesh5JGI&^G}ygta(c7Q{xpn5GFKxKYVYh^D&ZGBm2&f=Zr(u!_e+p|8&wG! zbWhkOo}XOZ!J%?;!yK{XCh}33*^f_-<5KtHfg=0ysCtrZ!rp~W_hO|nv9Vy6@$&I~ ztgkPoj%cp68L$}d@9Ex`h8JTkl6V$PM0L6Cc(j7fEu@|@b_abTjzy(Q%gKq$ubQUO z4(rh}G!(a5FU!L$5fe&~hN$~l$SlH>hd&NBm09o|ps#$g)*la_BT31zb{7gS&^mURZe#jg$l9 zZZr^evypqY-+U`~+r2^IS4U0ihT2v8aVl%qsaVVlYUBw(kUIrNY~_ zXzeEMyUWm0jtbAk1n49SJWV`xZo=+X(P}#;<}|nCNM2sv$H&JFM^gI17~Ky9$c=Cx zBE;C>=SE}Hn=r~EPgmC`QjF_?2T$X9hCdFRo9x_9#hRpxr$z-8YC_CtO+$ThEHA#Q z=KCKH_eT@Fp-yIzPLd0QKi;c^C1_{!adKX(bCTe@?n%tOY`0kLy!V@2lG4nR==^m# z+kxiiZX?Tsi|TVGgS>s4Gf3uAGl68~oR*c9#isL~RRSZlvzG7C zbFYu{4m_mIxLx(CPAgUT9jC9j>LJ`~u@WcaSsi0zim6h5boameyZ$rlfR)Z3?rN;&7VX}h z_U28a%Npzj(nBj}!12H$X*1Q{r=+BO`SJyXx34}%56}Ru=u>?*OOC{1UZTn2-_OLa zD_sP7n_sHAp_B0Bmem*@wJiyos;H}k1{#y8UNSsuY4Z*B1y;SrJ#Ed$4bdVRfC%?;?67&Z0SVU zf*A+)&LV}2lT)``cV=d0(kS$>CB?WbiZ?bkw&KHwvHR=hq@*b13hmZE_HevKAnIgI7Wxl9Vc)Mw^Q51N24<^k@>W&NNt)~-Zo#SZj?VlTNCMG5+sjd$n z*prTi9=&3c$z^BP4iLlWO-s?!)deBUTOzK@w_w5+L_XqTvPOy3nZEsy1dUyq?n<2Ar_Je7g zh!7O^xCP@Uq*zn$)hPmBO^?MhxQx#t9DUP(c{p)08>JoKH&af066hNk&|4p9{QUXz zq>%<8Dc`dbbxJIcB_a}N@w-Ptb+377K%~{Sm#qBoA&b{_`tjuWjI-uQGmH2k!IyG{ zx6%(?a30=m(NYO#O04r)oR3pH-H$@G;=_RokEuK0Ig*KF5R#D4l<7Z?(Z=3rY)O_w z>Eu%u7B+3Y-&%Qj3^6fVC+0n}M$R6M*zzbD{K?|aN1bp}c1HXN2lBLbwIG^H9yCFU z6>)QObHp$fl~U9Pv2$X?OW_8q+e*ZI_RIC3boK2K@f9`%|Ere$^jY+W4<7&;+Ful= z-=LmYU`BTaH>@A1;p0e|`dZ$Nc^18KA>jsF)Vp6MNuQzYLq9PIN!RIBRxX8NRJ}R; z=%JfY|910BGt14J{UtUwHZCqMUfgay%3rP@=PUn4A%#A1F3=1v4?%6dlIYQ4B5vD0 zEKH8FZ&=-qWh}#E_Bp%AIw%8fl&D3t`r`0wdBEl6Weirg-rL7>TJIM(^x)n{ck^4|an%~7eWNHZZ%U?5&L6IR8qW{TgB&t=kLu;L ztTqknU+>OJ)%dq>X3F7_#A|hr#xugoKQrP4z=m$660bI{P9bzDOI|p_9-4{}?b|17 zYLq!mNuC6eV$w;h!6B3A=E?c_L1)uW6E<6avM3}ZHK+1M_oHEIP0dZJgtx0E-pr1gHp~uvK&#~sx5;vpt0rz#W&^g3cCB4zqeRIorSc~zkbgZX79{1k`4#n0t>PF9z#uf4QnH55Lalfd;Zn)6 z&E#g5tnOPxmCA_{XLDV5r;mM0r5=LIh_}pDd^QTFQ0=@!Pdn!(qG2c<^WU`Ju?i`I z;CY`(QlZNt*N5H6xZ<_WE0TuWVUyfTW8qC~9e8nJ(P7I!5M@$`D6!0_dgH@sAGt;L zm?|kN8{7}}FOt!Zckw=KLXoeFEeu`?gs=_~5s}f+(P_<~%8?DyN392;w8}UuWlJ+N zL=+U5^qWL``@|CJk(>6w7LPMp+?5aF$~-O3JIE#b)r4Y0Gj0|Hv2OIoB5K~7#7+6_ZT`-Z{a!B5y zUZgW`DaeJayq~q?O+GX8LQumtM^e~F=vhAatGy)?FHWmD&RDZ}e^OTSSkFbC^6gRW z6L$vE&fT?RtMC;*V?-GYLLU3raJgltk>#+CMCZMZKlgdXM)5o`f7DZu5~KEoimxdqrSth zZ;);?O^pZ>-;|9({4vv?# zrZQGmKmP>XUvK64X^hn!@wpkk831V1AwAWdanJ1IJa}$eO3Lxv9wz>N)#X%d#v8{* z7B)C1^BVR?utT{qG1tmqrBiG3?HwIdVgY4g;CW;}bv!-WI?Bpy&kvT$%gZGsByA0R zi9%MXLPD9&%myE(lnIo)a1g}3q} zp6(;?maNNs(a6qka|Io-@qS-Y4c=q8>M!hck%(rhzeNR|4^RRGn z6Juki>>Eu2PG`EirM;W)m8mu0oWz)xn{pswcJ*QG9MF6AOoBHk;`jdPMbaWLC6~-L zy-)dXdY}9u_!>wMtK}6KDA{B-i#$dxsN$sprY)wZy_}Apf7+?Z{c&VO1m#^)Brc8Q z>z(Opqc-Zmi#4HTZ)Cc^UH8{rV_QC($%+7^aImu*8l#SwS_63_s5KnJpQlm+=WoD^qQl* zmT}Vh#>RM#NMA?0=l%j5o!|n^u+7tPx=gz-0=w_AVglv-?CdZ9yyJgf1S}esHZ~dQ z>FYGdsw~0UFFh_2N$&fXHa;&OfZXV5nrZj9Nign1^T~YU_Da)n#)Ru2>es+u-$fYI ztQyKceTu(NE$GjXqnNWyp^fqr6~rfOI$a~9c&NRTQ*~8UuCOaTtgN$>nxvIf%yaK( zWAL$Ib1;-QdlamJnx>|g4||7km(x<~@v$3R%hOX37G)xe7`ITkTFo0Cd93v8*|WJH zTt=|y>R$@@GDBmG9u|F-vUq4ArmqC{myARbh4+Q%`Q!-oBwW|~bu=a3WMwUU`&R3F zx|7LgLk|aO=%2Pfoh|NL^zh|?^Cc1!|D)=*1AANB=KH&Ay=p_Y%?1o&z1L_VZ`8uE zhUXa~Nh0AnG#RFIEv|46Y98`z3T4HawL!sVGs&T8;o$~G`C2+W5|Wn&)I;$5)yUHF2=_EOihB(2b(;WQ7yPQD1B4y7uEzYhVU zkT|uO9_LY5&!1FbukH5@V{Cjv^nlzBz98`rE()qg~G1j zNdl^o@71%3qnPO;#2rQ!qX>g_B)xk?r)Oruy-+GZ#hHOfWsfx4EYV zgIFyR-1UcbzywEp!(aCHze#Wuq{y3>Co9bX#=edeN@ytTjFAu*r>3HU|8vuOLTQJe z3TFGKXL+3pnX@r9DRgswW5uUapeQgH{+ZFRpAG;2AvSjI~7vT9^Aai?MdWOEj!-3NHVl<*LE0Y2p3T3oTcGq!n zbv9e9W9b6dIZFPM{Vj~3u52j8d zB*-|6VkYrNnzqyiUjf7c&&=0mfq@1FnQ~chZ)(A@7wY8?A@&FZg1_xj<$%6jI_A@s zA+Z(K)K)YVbK(psAUH)njqk&Q7cMyO*rlk~c`CdG%v; z*p%5N)<&~xzTD-e*Z-VKFWE@N;F_)O z$*Vq>v|apEdXzq74TnB|zewgLrDoWVIH+82l=cru2@N?TsPBCffW0!9|MC^4rQ@A) zYupVpxx?lkCd+wG5%iMo9#c+tZZ1~u-1|Z=D@j;giJ6#Zp4Sg}JFBkfH)UY`nng<+ z{N{dl;6WLcUB-sCJw$;UX*6b{u}})8+;9CDxP_jzuj%Ts>onx=C{fIpf1?u=m^Y#@AkKC?bfSlRB! zSxpR_gh{UG7}x9H4Qm!JC9L=1t4Z@>Mk^QPjU0y~)O!6gdBAg;4fI7gGd|JY%t|dp z4&B5BRXCMIRg_xt0Bx_&X1j^>7yOUf%>;)8%7KZWQRzu|OY;=$G&@%s(HoP*65Rdi z=JRWg3Ui>a?pW8-N-#E{r+ND8+ow;T+_%P-JbyTX@~@|lw5H}b2*^)B@h2`0D|0Zy zjE!LnMOCM*(dy4$crNy-=-jo{e(LHoLmP{}KAsnocKa6-y z2NPZhAMmcNGv*%w;SG>mdT-S>= zAw5T_Uq`5$%$|Ru$3ZIi-lrh><&SLrk9|8kyEd;s8tUr%+uOrqV}XA<&M#6smz?r> zt-gSuJ2^Fl2m5F}%FfFAR>b}NcfRWmT;*1y3X}unZrSw;JYyr$^4~~L|Cn0r0_Pk+ z!Wj2?Vdg@;me93(`9QmsNwPflJGSvti#pE$i`{ztHt|0LrvL`!gw6uQ~h`-?E3sqhB;|ZQnEXm3HV4-bCAiqLuC~?J-_STnUKiL zs3CRXGE+$9@CsjJs^zbzpZsKHZZ{&Zp~Bvzt&wHGRd?101O*0mvdUA+MUwGR)3M&K zsxeQ!ePYp^frp2uuC9KA48Sf}<0c|v;!c3F0PyrX9%c!;{;?AC`t{;VR#INKgWm@? z)_&XP_M3xW;t5gm_|&3C9!R(o5;9z!hMp%rV*T0ud9XIrkH2tU8a$*9l?F6k5V z{-I?yg7`sH9RylS8o+-Tr)m8`t#V2vL^?u-q`f*wJP5^ z!5W1&Q^}Me*DS^?a9&l9W@Ch>iT-q*)o~sEq?s69dD?At#yMO4Ir08zMLo3BgB@an zVbj@GK?tnn^Wb2qlDEBVqVt;+=<8ujEUMNf^FWEg(Re+vR+@9zq zA#l?mT73G`tkTB(I$-w7^}uQAjW`~5(%cQ#>^vjt*DbL&NmdR=EniN_V9YNd9>AeP zDSBxnjBivL&H5sqRXpc1Y<@5zfK;1F&%o|Yppi;|VxXgg)FxmpoCGBKLKXvYk<`9J zyUY6jBrl@yB#qLr8F@6r4|u&CLfT(`kX0+Kez#NERkSI=ehdlKX`KGBbX(noz;COPW(I;l9UAy6qQH~@iqddNMI(kID-l=#(m zy))pPvSq$U7(|}=7H$;W)7c%KYy5oNA=b6Zoe{})$996%G^!oQN4=)`C>ctJSihzb z4}G$hd}#k6@Ev+|Tfp3L>-w!xexr&9`ownE;&snnmz~%_>OmV4ju@k8OY=*@S*?_^Nzz*Hf?7ZUV%4Y26l*N#aedCq^`WQrt#`REGw z8gWM))veV_a*Y;WDIG*l2~&gK0gfallu$xOZ!HG67I17|h%tJHKC{ zG7ctaaX1;c{99ewpd{D)aUd(MytF*R%h9UpUd6R$PV9eS0;?}NDPmk>F zU=IUMXg|5(Gykxj!_PJ*RY3BL?PCR!Vr8+mk!QL0X6_hf2ck_;y@OWRkC{oPolRf zC7|c432LF}GGclq}%O69D|Qm1EQgn|CkuXdDyr zzp=aHMShSMyLnZ^BI=RZCE-CLt~F5@U3+)eV%fhgUOi#!AxhP^G(~5n$W0Bx!g4rR zNVJdVnA!{zuijo^qua?=0~nE=diD4`@bGKb@Gr1jMqibN)Ms&Yw3iRG_Hf2GM&5oP z6Wj=)O-AkVq5Z^S`%h7t?wNTVIeL2%p@7h!`vf7GqoG$k( zQY9#Isbw8WC#6L?Pydn|`rfH7S&m1S%N#|H4r66^;N)JX-F}vK?CHlu$9oc!nYE;p zmDF5TTbFx)=5Oj8`?YZOpE4O}fe?AC(NzKGzW>j!5YPraGph`~p3W(7XoHuj;f7l7{g$e2`fOAu254e5KI)DplQyi z=vbPPNn-4=+J=JyTz|hD-nr~WfkJ<{A_~8mn*srT1~ilHON2o+3c#|&FzPn6-@HK# zW*9M;wZ5~ASRE(LsXbvse6#;pA(yg&^ffL#A zt67{d0p(Q@yPQFZZWFFH|I7Nxz9S^a(|0K5(`OW2GfG7X406ar!<4PE!0&LEA08`a z-0t$k{@6|aFAGpQ3=X&*;;|c0Ra4XTr8P#7IYu+=Vv#QTv~p3Z5LJ8#VbfKg(YrbD zHP&l4$pcMK!EvpYi^OO(Za&wXAS+&CUQFSt27IxAAy@>YewTlc3@{r zTkZSX^LW4OJq4^9&@wPUf5uiU?4K1D7B01UmA-#}_V+K~>Bckp23y?9X6ys5wo5^C zR-`FOF$>28QRH|;)O0C3tr(1Syabur0Kc8zuB09$01|wViRdZbrB876mla3>FkF%V zGMD*uK1jh$XxmL2CHLGH7f{yJmV}A={w;f60pOcF1k{{0b45?*>MX`0JN{0pN?p&7 zE5wsCP4IwWSd9&}FhB)h{eRg8p>4NAd;sQu?S*;xfQiYy{E^6C^wr!;vga*XA`}GG z)M0+>5z+%IIXO8Uoz%W3Ko$mqyZ$GK%-?z$Q)T-?h#&AofaBP_-d%hGve|*81Fe3< z4AXC(i;8+9TZlX9$w`U88@B!1rlu=svu&yRX@C^g8x;Y5{(h-$2SE~mGeI}ajkNK= z>Z6n?MDZa0rgFf-jxG|4Q;Hg)th_^P5*Y^g?IHW=s!F2lAVCE!7xwyBKUr&;%heRl zK9Wwqk@bVP?QSwRR}YqliY}*VSfP#Z7Lm0#swf0nCNabg7yzby;t$haREIlDS0=N z$+!6R)%R-kw>%+1(uRhHK|%Kqh4gOGBh!#20S*3M~VX39)3A6TY_HT@N-3ve@8gBk%L`r+Z8h4{P+k$3 zEUl~@xf}wNx@gX@b>c)!^u-R(M%3L#>4McloOz@634Y$%UW>}czjb! zu7eW)RS7YsOjEw+7GcC2RH*17cry^ZUuOysBQtZv=oNuJ+=?egS~hpH@P7I5cx=Y0 z3;87?shFipl($FX2%&Nq>mTs!*6{2$jwm`urbuNkP+tFXW*nHzSowV5-#Z_NRu7j> zg2)&Oz&67bJ)Y^D28U^Xld5>a^{uSAU`H69#8f*|(~XIV4(FKr0Cdp|3DQYQ(jEfz zJd|dAhx_g2u>)^{^1FXImng0whuG}%)Z5`JR6YMVEwSVbqLYFLXtHK!jl#uaOS*HN7!50N{X&dWLibMpPTKY1Di=>pG?}N5qNk&}=kw3( zKak=YDAo~kMTLVW;?K~q`qqi%yZp`@o7uDk%3{7s_qga0K21umB zNmFx3u19z{3J{0`G5rr~aVTR;vPS%cpCEdObXPu&cLyeDa|mTc*vMFn(bKfFnc0k= z9Q&UO4MeU>4Cujl_a$JJb7XLFee#nRz3AA{*8>Wfw9(Xa%0~K1!dPI>Cv9%%F1_iJ zbbsD@Lh!r#fa;y32@B6q(UTe`O7dLz)43e;dllt(^THv6n^ zUPgad`J%Ho#zHyb{r3w#BxQ5xodSxdr|G~Ltv`0$ekE1B8%J)!7ejp|+8naPKY#&dw`<-bdt6G8Tsx%835YX#pycImR$@ytkFI z#R*?nZsw*xyL^@O9bK6Wkf$|Bh2}ntWTKlM94o+jkno8=^D433W+SUsU44p;Y`2L}h>JZV6!&bjkaAupum z>(H91QqhDk<>OLvx~F^=Sh_mcme_HV1}|y(v$~QwhZVjtYHM*wAXqm2h>eNy{Ii@3 zYEV;CskyllfQJH%#X;~#oAFMdiUq>w7gfY`{C;P90oP}vxg2X=E`W0V=llscM)IO+ z02RB1bcpJ>BKc4vyI#in+b@EU@9o`FD;LGEx(GR(g~K|2ZieAhhyJXF>qE}+$NfBC z6qOVcslg0_f-t1u_wV23I;GTNo^e6J&np5p;)QB~-Vo@VxQ$vFuXs?bHy7zX0tC{> zaMeVE>V#M9Q6&!n)T19;T$1IkfxK>=7`e7_(*H^5;1dwAsAs|N+Zr2B0Z#$M0yX-2 z=MQY%$^nsRKd=z#fxA78R!mn@wJk&S9*gBdbsK}1}T@omp zDJw7oXq}5ktwD(x@LIfvX^0@8{U60u%7pT&s(`-}iogneaP4)qw6u(k6QD2Z%sBBOw+9&*s3HD-PQ4z1_iMci-m*K@DKQHc#t%Ym1*yB-u63YF* zsgS{NZeaXCJ3U)tBIUTi|IePe#3Q2VFgDTBss#nqxVSh)Y9ACjLT`mJDwT4)x*r<1 z9FEdBh1bYdFB_6*R7O{hRqX)w`&pA;RQ)a|l=ZO^`x|?}&Q*W_-R!bR8(F zm^S*(RCdOdT;NSIT(807iaZJbsjsQCs(~GH>XK2(>igaAH5?L;%1I@B8zLuh1B>1P z!?e%(rA~I5@Kn!Bv9zVt>s@j~dSh?0?Tzw1jpVt`1nu<;$LA3w5_kj>Z@2c2lmdh%(1G==O3B^$8$8 zK6TzH^jbf|=;+B0m8cLWX)CJRZf*{y^$9@{fT6T?lvlrJ*Br%s4*c?~d96=2M8=xO zF48=HKs6>V6Gfg(84jgrMF+Hfd*!FSA}=!KquNv8w{6s6_iU;?76ZsKZkRx^3c*P% zdtM}cm39qZpURih3NVRjL&4Q;NP8m))Ruqn2AK-x)0v=*-;;_IiX#=LoupE9ei@7| zut`>3W23Jb0n35$qaTfUzo<%g4II!w5R43RC%%qH+d(Eq?+;Xm@K zv7Q4VX%k{+FK3$XhBY&zYgO$dGxV25RCk4hZjFlDb8AYY4FeNBQW-pP@;vFi0^?S{lJWd;41Ea`B=b%#()dJ3 zM52Q70ce4fCeY$PwCeHD^7soL#z-e)?cxTMnRzZ;Ev|;mzm;y_u>?5Q;=WesDCl(b zGf|s|kO@QeXFYQX!I!8_4o2A)@uM~$^mm2c${B>28f=rsm}A4L;lq|3>6~+FT3+xHNq^WT1@kXBd_V9gBGHsywFK z00V}%M(N-8g}npDi~@zTO52GuLir#@>``}@q3|sQXlkr9Pk>TM@Oiyp_Di7%~$OW^_^QAr4Vd4^pS!xCa z%3iDEWjD%(5VaLyf;*g=Ds)#8b-B|jxU^`M{=?uGKW{U>V&~#|eMd(GRv0(&_hO)&!zd>6M^9Y}$Z+Bz(qm6WNkYg| zfBzexNomdiJ~f-iEVM1`VS~$uvP)_7}|0e+}o~-2~g82o)Awah+tzh0uc2 zLv-*D6%}|epy_LDYy^584i_b)_l&zit zJIb?4q)JOz2rZCkfg?PXFBMaRd#_Obj&!HjyB*x`5nsj11Ny*2VC z5p5V`;{5|;d31}!N*9IUL0VPy4G{LeEV&*@M!1%O!T^x(NYDUa6A%3|Iw}uY3k50^ zv#qgQa7tsBe>n^KMtLu8#jcw9OWK|^sAkzJQ4Vj*d3j`2C=)X}T``>HZlf_e|HeZa zTZm`zeoXr-wv{8uNW00+sC5z!Z-c7@B9)pqa~o~6fBQvCuhkK0bzg2I|jX&yBSR7<{o6?5Ah z`b1U2FqnJaV8y1rn_j#>?-3D`xkSc38K-8wUnUqdHS;m1qZbBbc!OcMlHP}_Js;Iy z^SL#^hwxF?@N(_tI$z<*ek}~w)N;I2XgIAjS4$05O5y=Uko((}`+!g72NNY;76$dK zBn7GY*bIwzTR7~!3|N=XEldhncYmg6z0OfkpK3x$=V$wkf(|x?p{_36YPfQF+0tMA z?wqF1Pw?{ZQ+?#L^h1d3_1}H0eKQ(rDI)_#>zJiv4kdsXZ!+l5WY@dv|4#HQ?Fw#T z+b`eM-=d00$!`Y5vb2*#hz$kR`rGDr8o?SbDYW0dwtPQFRq)SQyXqH>F@9|3Qj9i0 z{SFk~;H1Re*{=`3ev=UDVXr~Rqgvdt* zQIZbYSBkX!zNloZoN_s|K!(C5D(VYrOpBWRJCTe@AZ4hp=k45;iK$4Up`OrJf8+nX zQ1y2`IVOAnJr}oR#@X&W<2p)tZS7&EO&&TX=0+gBiWH;CS{t>T(1v!Mplqk5sO;T) zZm(}v0>ntKzw+RGquA6o(vK3BS#Of;MOnrjc4p+=NbVApEh5(@r#7=SY&gV1_EGY! zBKwzK=8(V$qSZ*s!CS^vroXTj-}8l7uD>&Pj2L)B>f6VFwJ*Yr_B)-MPLv$!Yt{p7PN1qAR{2Z*R1{w{$2@Bac)1z1>E;2fyU_po&!O9$)I z(Q$&TW78~YeRY^5W=K722hv$v#-MAw%P^03!xt}fFZ3Uw44dzZF5STZfeSn=xp0v5 z>B4fx{^Pi~Ow}blezfC^c_L(9k}wd`!G*^DB8@uSODSiC4YiFLhgy6n^T_wntCp3?b;5Vm zS?omFt#H}v!f<4)w_Rk-sPH79jc`!yn-#h*|0geGUfeeUw)r>ZGC(exEptF? zgB~0AxiA*zi$gQoUlyyxpp-dV;fIrVp>t$HGd?!P&BgW1SI!9tq%p?ggsiN8mvX6= z^DybGwXDh(h5AN>Y>y*8$|2{s-mir;8ZYTg@z?BL4Jc+T-!7vCwFTb#0!Ipie0{2@ z7&+PJ0cX}h?(p#NXg{5OxjTEqC3u|IKO|zg(CLRp@v`QCEMFI-u>PwLTAmb)VgI~9 z*`k_$WGrC;+ZI$Y-cxL2UTpp|tl5Eqm7I)>NGOoAx=Gd-6%`d00yQpyZ%5!#>uWdM zX$e}TW4do~rG(QyGo;zgBDR@#@V;Q}_)X17Q1^dWH-|kc+Yvw}gBPIgzI-{p!W9!0 z1w@{kn_DqWkrp5>226Q$pFOKGYWvi7^5bREFS$tdr@nG4+Ee__U&_3|O5pO4QJayz z?YZPJy<_GI3YH&=!OEz~>))M4l8g{%u!kD(F z?ljkcmi9@n^I;*X$dpO2ZQtP2rbinH=*D8Pjjy_AZ%(^QzWzEt^}Q`pJ%P5imHpPS zQe@($Rr(Ta#rF8|xG4`fY|-`6-Ok_geW(c?Py~4dgp@dSOUm^AWueDfOaOW>NnRbi z8qSR5YndDA3=3m~2RA|Ce- zfUw7x1Jby7(S*#nbiSPL3GsfG8=jkSCqPA%$UXXX#6Kk@E=SK4JDRq37cu*2oq^BF zT_UO7bQgahUEdJ4P$(bFQyT|o4BRlNG&1=iNkvN9O(ud%EfNtDpoG$MihNU3lG^p$ zS?blztFA_ah~3H4nK$WKB#6DzS+TejqXKd(V7%`GU%7*-X6ZuyPHU&O*Y#&$RZG*; z)02}=b#;rI$!Dgg4^2KbHUhrl_hO6tq!AuHBdo`|9mv#{^LA6Rj>`Bn(PX{h1>A0@ zSja)bb(ELF3__-k2ZG-Tc9Z>1XY^JAuN^f~L2020q<28W5^y$e1JvFIo&GI^B&ag< zxj^jc1RS%;AO&!D69T(W(ua<*EQBaF4a9Picd2YQ;}#ec6Z(BbCV4W|Ks_7K9et6w zgQ0+_n3|mYUzv(qARJdVs|-$~+ID$!1ZE%Xvb`b3^~-Hu|EW3gZ_bC6gKA`SkJy74 zXg+#+T3#(&*@405H%i6uxy7cBwFcgbjtwQ3D?keV`_NkY_3%WIV&e-(dwX^mD+mEQ z)8&H+RH^HetMx@;_xu~TB7(=%0V992wcUbCOH|{*=3bV`s*eo`E0y{%Wk~5z83X9s zJg1-@cW~UVamFkc5bufHM$#FI)wQ)+B~RCwmq`Ej3IkzA1SFdIqB?T?<=vv&X%&JI zF5ps2UNsbUN01=&DJ@Rvf#4U})+cu$ z&A6BSr@X-Uxr7c@h|8&pNy5DdtPvocmvMpVw4en1P+cgSlL4Z~vR;P%FF4dVf=H5! zAK8Hfk}9+F)9h*1=u#NXz~G?G=!l9&-si`;NnrX@Q+4$8n#@0AOn!NLC1-0}w&b*B zjDwB6B>O@qeq%2vY>{4V2WsNdfDr*hidpg&9 zU7h!wKj58T<_G4xJkR|+&wbyYrOf$=`osYx*WhWqEAmxh!kFZ{tLCkiBW&K&_F%$;h(r-u@TeEoW6GEmuR%-PIzg6_)XZY{-awwdSKi(n8rw{FE&`B=+t z-n%h@n;1@u zkB`^*ebT;ylK13^nmnT>viaaDPGNORq~VSSt-)8Q?aQu)($Lu)wD%?5F1BC$qs~J- z;u$ba&Q&{xPGtq|Ch%VhQ;}K%nu$J|iM~wjg!zO$7BmpcFU?+?V2#-vj_Mk_wD|1m ztX6lQIIYZ(hG{!`bg9?Q_s})vPYa*AiK{Kc5)6uCWUOZ|l$ij#PE&ZHQ};fx}iWtwX?>^ahO zQt4YzH!_?|zbPu^?A#?el>yx!A7!CP3tQW(CVAhN27N(3e5Fo^hnk2}%6^C)dm*vK zGuwEi%?M0EoYtmoKpnvNWF889pv>%S`7w*UN$`7k_rR?QUJ@8WO>wy8q2D_}$+a`A zi-eHXZstX>bB*!ndBuiK3o$H)8clV$rQmHhdCkCCh+eTd&>VkIn*QvYjoSPmW;AM8 zp_cI#EEFoA`+7TnK_}m$}(SZ99MlI|uWt`<^+(6LwJ19Db<2d{rOM zddO4kifb14DmDk4MJEj1;E0adf*WknE3)R&cbjQ`<9n*cJ!E63$IB;^KlI|-{GXmw0dZ2U@j1+N>x%K`w|OFd|DWoC)e5EjefJTo|it*sA;#4C93O1O;V#TYMiC z?j5t|0!~!a4YBC6A%U-Y1P*xWJz|x?1bnl*=WxAf*m{4rAzIlxrWvqKr=U@YX?e!{ zWuo#=iAH;8Cm7e5u*hmvuI6m4=A=6YL)VqJ_QHo$8)@@wxfhp8nCno5NE1%NW)yDA z5PxBfwL2y&TVh)Uz13uFYKt!0s>ctE@&0b>X&o>jc_h$@^d*FRv*mCd-4qi~;7^ zroDA2KLCnk<`D6Gv&BDT8%@$RdO2{$U?#+WV!G$9UbMyEn6P&k8JSuJMYXb+Mye|U>@ZLuN#V1PTEL7xTHLpm-bwJ(uD*bPH?UHLalSR5x#e1xPS zkA7jx3VVNzY(6yYyUmGNTFX^}j6vU8Yrn$_#69DyZjDt;xOA|RW{I_A42nypr>3eX z(76={F`)HM-D7il;1P!a|1}k#-e(c)0A&;|lv6hl38_Ccz-#67>DeE1wK)KFynUOI znQ3QfDUmcY$i%hC_FQr*xykH#EGAc!D5B~>@AbJ~y|i4r;qWO8$%f&|1ho59e~HUb z`I+0G^{VujJzO=duJpb(UTrAe2N^eCS)YlC$z$JPM_bz!ke+2}1N-}$a&AdpVIvd>A2i!%`c(7%4%ZmxY}frc1@ zmDz{U@2FsvaTF)|%K(TPhaSEHIOxm!9%p6-HJRxfrI_!|63&*$;?)?FP(j#FiQgKR z-e2d@`_jQ6zMzW(89~rIy8KY-!CD+Waji>ILL{V@^N$P`D;VHJ+Q~IUFn4%>nY!84 zZ~sx$!IoxL07OtI$i~O&^f`jq**Ne5HG&GVlU`3EZ$;2iZidnrO^>qU3K_#f}2XNNeL*S>fz~gs8{tbI)Kwt*lYt3G+M*eT~X zje-?h zzgk!qHEf&KEN}}btZJ&NV;edbzdtg&ok=*adbpz!QG}oFKvju?vKiXAJU11MmB!yD zeX@J=HLeVUE6Y&uY(@DPQT<>bd+Soapk+zV1+k=lE>;*}(||E*n|I*4(#pdx9%&(_=~{Li%3}D0e(%mv%t>NJxZ&RYh7wAm zs@`^o+whtm4+2J)$bg%2-hnI7&|m>42P~Sf6#UOXmCo$o7ZU>{szKuexcK3)Quy)_ z6YRzH)hQxPNKjx2BVNq@bA_r)3cx=mC6UYwW+9$8M~G``es3bKKj?BpAw;-qI4^_~ zXiLtWG8_YX}LJUw(10o4QSbAo>u_bxecus-U9Y`8wwRR)(tRHt^5dTtOIjyg+zlag| zop=n=M;DhH;Rjfd4akEKrj2B37b}7kp78O}^8fe>G@2=*Xaos|m+p7}UtM*oC?|rv z4@(iL!v|Cm_U=9Ps{|V8^4Tj?fj^FzoEGvP`ga0>p{NTOh1D`h` zJScfBD(UZN_s#2XPd^dhN>2pAp$>Q31yPpU_G{w`{O#wku zU?4U_^6_8RSlRLG?o|H=0`Pi9NW`yY7%=Q<6wgntAnRfN#`vF{cbV3VyqIb**6f6* z{`Zne#w#GcI^;`?6I=>GoW*$R6j@nWh2o-e+%buONkF%#=dKM1169@3z#e27wt9Zk z83fG9tySoIW-kbA#o^O0( zynnoFjB{k~wbq^Up4W_P?vO9CpWY(kAwnRKw~`W~3J?f1GXw&a3l9yx`57L32L3^? zl~8wpK#;p${)0-ON5%(V!Z}LHh{3JDL4mxc_Cbl@2VYS*im5p&+88^!=-C@VWQ3KZ zg+DToD480O$mltms@m9FI53b%S{uCQQ(MLX&y&48FJf<`=V)eQO`>FGWdvbiXB0Iu zU}R-x;UZz-=3(aKVdGZxuM>elNFb7;!b+~`M;UHf7_$q##H2C5;ozfxZ;IEHV%fDJ zex%ocEv?rs&Yo(l*6^~anQqL{X{ukEnNg{rb1IsxH9ypFNt_{kS6ctof~?6Bii`x| z?8(mYgdIVTH6Ymbn*6a;XQL}EJ#@C-`TTh5W5JH+;MksJuip3AYZMl7%>r{)`q!Ox0;axTju8GAVQx%f6mdiT&V8v z>DieoQtXKw9v?@8(9zL_^T$Mrl0iY3n3#TLJU`vEK~VAWEi4svbaWtpHUdb3L%#a^ ztHp+ghm(o~qU!y`ASOnEB)!+BqoIkGpjh>Jetf*YX*l*<)Pbz6wSSlUAz);;5rRRj zpr9a1hIUv+YwzHY#GtP4&I_-P2G&)I)#YRfgIf0CQ1>}o&~39P;^D#b)2H6(XjE+M zq*)!0w~+T*^*^0XTD|VGv$K052{jcJUqQmKnIc0&|J`mzr8u@XWAo&Eit^r!;F_42 z=;-XsNKgOw_xS$)v@K4sySI0>-tHA7@x6AVUgvAbmm(#HouTuqE6lL&&E6TBr}U!t-|6L!J>$d4ADZx~GF0_A#gZjGm=iAo$qD|Xd$Yg=sEKl99U%wo7M{noPi6>g>_-e){yu!ong%l+}1B*?PGV%2$bwGU)O0$1}wz9v+^NRF2}- zR&UTEWUN@VTs}uUhCD1Z^hMT%XfQQ2H5V5bz`?*Y-|eJr$(`{T&5jlK4Gm!;1_%fUfWiJ? zH46PgQ(aS&Fu46jzyZb#6_cXt!n6qXj*^hm630!#+i=zU-f9`cX1USGz`y_qW5Q>s zwIp3{y*V(QY8V7a>*L?WfB*hb%Vnx*YQC~M33@1rTRpEb8CB@`qO04c-;D@SYjU=F zynLJ5cDoS<9tF$eo=UR4vje6BuGK~-Fy+?V++6J@XNc|XnO+O^1gT&Aj~}O-o39|N zo|kX6qu*3}9?me5DMb+rmX(*cxttPFO1#$TetNuzB4KC08p+_jzP^@}l>8J$MfjsRF#SZR$`hh1dI8(h||T{6@olf*)B46n zY;5dAgM*2S%MIvdrn@`OYO(gsstC+D5+ZsB@6quw)Y{+U#Vyj5gT1k=?3v&~p1_lNoLZvF$|6RO1Jdp(47YV95S;)2y4s3kP|DN}~9bZwS2ci%Q=ywHI zR#qw(tKd$v!iGG&X+xBg8y!qy8cpRG933q$EHu42S$_O?&Fg%Wyk0>XtOt`w1o1P) zz{4}QvdTzEP}b2o+1hfvInjoYIB;qJHOHV;|Ahv#v7v!b(EH)Ayv_S&*@gSGo95u) z0761R0R!Q2+_PQ#0|lvfyWG+Bc@)c}fQNB!bvOKc1eU$KyIa&%VuFF4ed;Vk18A{* z@Fj)Ryy+lC_YFApvr|*mR*RfWOy$+p@##iu$`9wg#C0~SL|oQOs=8hY2?;f}>m8?U z&)&~Zk0L?H90$iAquccM(@FjIQr1Wn_kao`W;1>Rfq{XUnwc@rP}bDEzZhhC_2*!^ zIEsiL5yHvI38ri?2ivLRxEoz4Nq!M6eK9*b+xGPD5W?(ww#L-WDY#O_GOs@pDMwurE>u%UI&8Fu0jsl37cR-9bld3;g3(BPKU(PY7> z&(q}(Y+cWobXTBxUX}aROYrgW)!M8+b)pDf9ZVxZz~3ulXQ=)NG!ntvpJk=WYWqK0*E$%%=HZQ;uPy%9kj^aB|0DVj5G%AR^~U`{56jEoFHMMV`76lcJS zGoZ=(sQxjP13-NTd0}|Ecn%so3|Wi>T>_rO02-matt~kCpYs%Q#)G@{vvuGnj$W(* zB$1FWPEH&NF>IVOq?Nhjrl4fqGE&5(j0_ni zL~Rra2dHu-7&D$dT<#bN3RL*&{D2R_B&g9{8K3jW%HS&0!YlpHh?~XHx|(fcV+^3i zNzp^McXz`?$sGAf_~3wDQva!3evwSyw+t>9_Z#SH=}%XomGIcL?-?;LVptFiA{G+G zX0LrgJ8+raR;d1?YUUcj^m}D+?3<(yP)x!wdj2Wl3s|DF;X!3^U6sJ(2_{YL0d4FV z^KG~T#HW!87JHebl_Q(Ik&zLQ=|rL=+^iv2yomh5Lil0V|K0ZO319e}H<6uV!2>3# zL?^~Z^aB6UGf1Nm3s^8xsH9j><;=O$*g zep9i+Ih+$4!vA|9@7v@@33`8l7Ds?t07Y{Sv$*|;)ubR13-HjRM*T0qHFiBlAS`U& z^HUyQ*s&d5bQt^L+}!x9II?gu7+NYhjl?iysE-uhVk~?%Tu69>DLF<2wG6CgD(tP> z84_5j;JdNXYZ9z5`NZ2--sp*N1p%nJv{_9=7nhe}WN3{Dx{J$Ffc+1izPovD!ysu7-C_H!3%3JUqvK^ zhK7!Xo2cAUN)#0py?Xs-%nO(zTjgy}*+k9Z%$X)b3W#9`jKF&`Sq2Y zZFnisCH(OIw+~Ee0PxpDw)cOJyTh>CfO#gvMg$s%*M~UrCnL~Hp+F#Om!pC%PEOju zW)Xn{uv=}j3Wg?Hs*+~*W@^gF+1c6KTfmK#gyc_eFWfY|FsgPi16sj%g(3zzI-osk zuYRU-H3vs0GHMzd86~8rm)w-s)YJe3)Tl96mXr)pC<+e=QEzeQP}R->TZ^jr2VIn) zBMiQOU|@_H5fM?x+StSm!Q9|>%aR&)katt>h7-UDmdEY!-o%Gor;t+w6!xbGD?-`82PhzKC#`NUte4- z)Z3BYwG|ZX{uKTWfTkykxZJ}~R8$nWMo05iPS5`0R=IcCE((*AlNbgB}67{kO_`Pres zu4F6w1=l;A=V!^g##By9xx2gT=nz4aR8^UDTOWW85Bc)ti|x)(%HE!7OM$D0$7m+M z$84E4UH@TGezYZrkTFd>1d6M-XD+YfyfW-msTmPQIYLcy;rEqUp^BTdBil9@f(Z zYL{pq(?>l$Qpw($|9fZn+Bb>N&on13#=+kH;{3egs(whq;(pyi$FzY+xUe`ybkq^87*I`4)kI;qExS6$&)-&wA|2@PFlrzzU=V`Czt1E`X z03>YSs9Nl!;X=bAn7#ffpZ3h&dw)LjDuyye+IasPJG6HmTINUZg}%1r7>oBmaZy-c zo4=qE2~XHJKzf$IJ_E7Ht;weEGz;Glj)TB-b=dxPW7<>Jm9>%sB?xW^x;*+La_W^>Uozw z%YcH#YeA3yP-s~^K-|io+mTJj+q+eQ;v<_*F=$8cyR|qn(8-DbzMywdbAfa5@bCaU zx~b{u`Nc&k3iR}9OWdzwR=Eg5Y&sT!Qo=kwPY)a2VGa%sP(l>w>YAE@ZWl0+rKP16 zubX9{-0bJDC)fdARKT0|SY+6eOHfi$l8c8!d|g((T*iJ1mz9;NsHjZ+uwJUKFdj~= zv6!`9s4nt(eoDUzPDTNGkPm9uwe+pEz`~1bzuMYj&>Pw4WAEe?5&Uw|FfgRE7>I)t z3W5b6_A%G7z$*_h;1xJ)fhpj7a=M2%HQj%E1@~bec^xrA90WjQW3K@&-M(244}#Uy zq%&sWz{J9unVFgRVL4kyxJyWSG&azO#!Mc>jzmL9M*kKVp`v8M>gFuA3=*Fr2~xOh zGH2qz^SHRUOV0i{QX;tA8|5`ud#GLTG*R{9Ika?iAER8uz8MI=#5I69-{yL*pY^5B zY7ia?>`b-g|178fJpz;>7^OHzB?;I;4SWrv^NS06sVI0ogkC?2xPI%^RuF;cv8oEz z8!NOz+t}Rf_t~=NeiXd&*}uKlq{VdFazJp6Y-L&uF_GemwuT$UQ&Mxsi+`>s8voOLoh=Zl#4H%k3A1|e@wPLD+gqs95rYJ zWFtcqVy7LA$XuMDprB}!#7R-%)6>&)6=+W~R|w1$b#+Je9Q5?`090tmX$(xEVq!W1 z5XnECh1fSNb^Q_JBBw?Vk-lq95ug}ZpN`(LzXJkt16<0TZSB7(zo|Mf@aYlXPLD{@ zW7ae|3&_aI7f=+7bo%RMbx2llK0VDeTE&vPoRmaHyhF>%&V=)gH{^g&6cj=UWfkW5 zhl(nJ&K2{ep?pCU<84yPVL+qzp4lsDtyiP1>h9}m(XL`)XcR5D++|cYZmtm;o)V(| zz%2*Y!(*wwfmoK_M{QWY-3e$&v5GRDKxLLg2m=R&b|WEWK_M}1bAfcq1&9x2lkAJ# z{LA9oC|wFSIk!>C`ANb-E3S>&h|BG;)%DV@p@e+{A1$q9)|V2sifnl_vTtG5;*qdQ zTGu6tuk{mSvsW6b{!K|HrLdX2*KJMLZevUiEF;$MDK0Cst}*5#@}93@9_*L{9@^4N zG%P(MgUf1RYkRxfjfwFc*jE-M=BqQk&!)-De^&pQMLZ3s(`T{+0^smnlwZ^HD-wXkPh$12Zh~1Ogyn;w?q|;fA2DbX++@3@_ z;eLOme_sFaQGqU@#pA}=!Qt}y8rBzhgkXpL{b9mxPg14)yY8x^_eClhWSDbrZ(U;n z2tPiSe(dz`(t`9k=ZSaAX@B8z+7o&6H{ahj1r)NFPOwlDzbD&cC>+15IG{NrGxK@(Ey=A|I^C`XH-#8`+-@pV- zt#evC%X{=-`fZLlosL2DFe`A+vMrTcPpDu6@uWIBmeS$XPqtfB0sQ0dzGE zoAJ>3X0Ie)u1fLqb-9n5tLxl+#T5yM;+uHcKWOj$zfbBH@90%1sHn0TSYTY_>OL$jw&vvIoUXRnfXm28SzewL zJ>%jytlZyO!t+B6k0d@b zo~4b+TYWEZZUZNkv@mWI((0Yq0Bch*lG2BWQ^>G#``aJwKXe>zu@lfZk9lilRu zKIqJ^Mi2=rnKOQSfA6qJl`%Cn1@-E6a=BOM*ne&}3F_H{b52c6e7xwdf0gjzb4Hzx zq-AiR@9+lLC{}Y~tSK-a3rp!q)O^zkf4fMJzsg%nL2PM9EB{D%&hp0VtwTt!mM8ba zU>W(#u!7&!4O=Z#n>{_;Y1Ufa0kptm|6ukKh}5YzMWdEs3Gx^I&pFX5QiAqXWB7Z1 zPHNmhMf7F@wQGWqh)Ce)kK<$dr#I84!;P`C2KGSuj56}s#*X6kV%ao#)uuI$=T+PF zHp6zBWWiBzmqtEkWezfpb)i;kpnM*hLC*SSQXq{(KulcTB=b5OJ6i<6IR!dx!obmy zrM~*d5B{6*`ykE-;|nZ*%emj*+$XNgS3l=nOv(xJ+im!_w6qk77(!0$W}AQ7J7T>F z-y7DLR(p1<4r^1@gnX!~=`5Zk`g6G!h#?&khc)b?T~(Ib`8yo$QRw!3G_ukssIDQ=;5}$ z>xf%dH|z;+xQ=wITJRwfMLaccOosM#}PM6OnD2#^kyyvf0(% zczb($lk+hdN?cr=$#5!%`;{q1T21AKefpIdX=MgU3KsCQ^eb?fs4_(umcM=bX5Zim z)O$ER)KIBodG8iO>gm8;`1o%$w{`7|QOo18F&5Fd)@Pj>p#OrjF*HfS?kFH??5j@e z(C1(%H1-yK@JYkbne&FKNp0NB%*-q-F`ag`uE7kFc?u93kXWOmn=oZhBvPvKHxPEe zJzED!pnYYo7i$+JQ8?R=R&yoe$jHbf4D*pf{Nq1UYWqV&Lj&K?*1HfFjhLADDe7le zm*~cUF_CREQCysRYiNTzi*QVyH$TQdK+p$SUchb}=4~2*n_7Ej==D%8vR8TUB zvB)DxZ{Fno$|9F0sicUJ0BN`w%4Ht&V7(8KuVJ8tjg0bC-q+;k2QH$1VghS6(BFRt zg57No7lX;k$-uSjTxGL2owA+*im<1Hj+s`NDw#$z??1F2GwvpG3AL59#J9K1xoFD}ee zHJpKu{=@S^QdV{ZxZmVtWDpWTL1KRUVZvWW&~C2w+OuP2BX35PF_q*rU7oiZ%bqeh zY4?qYd$EUTXh}xQW;R*)3=DDD%+P5|dS&AtyaGP?#I&&Sx_mD4e_v);xJvls)V*;T zx|9mCJoX$5GZ5w9?}lB)+r1c@USjjJ<+{{tEO-$;y@Pr-H2JF?*qvmNI0=@P<@*82=&e(F0O+W%h^~n{ z3+mp;Y^+nt{B||sTWMv(G)AMy^aVW-A@2h$(veCc5vYKBT zV%5UuW8z!PoeT0XNRWjZi%(BEQb43X?8BSQf0-0>(5K9KT3%UH?9+&N;1>&=hKKaA z#F6p4WH7kyX6Uc}wF1g=I+hY0rzUQ$GMU9Z*QLBRE=RkK_l>suK!i57Sjd-yJ31e^ z@mz_hJQe{ZnY)bYQL+uCGo={0C&kD6;eu7{Lf?EfVD8X!?Y{c6WvZ%R z=_jzpmbO;vo23vCDSz=JYu3c0jYrbeRaIU7UF{bs7GPmwnm*Qm+#yI({E^+-Jn! zgh&!TkCTs7kPK(=-hha1!soo1ndim#RR}8GWWzBaH!ZnIF8C-k)1>K9DkzhDQy5o3 z9{0tU3`kFzA}rM}G(O$NYLk{9QA+iu+5&v4NDd+g>CXGKKJj@h=`jWpA|bp6vP^>` zs=cB-Hz&p}v@Q1IstruHVZjVBsmPGK_4V~aNv&_Nn%uJUEf)jyx}N7^YHBz^R+X<6 zouz+IMWbV2BzdzxPNEoUd_&_?CC{-wmKpjo9`dkeJoU9HS;7R;NBc!C`DU+_YbjMI zPQ|)^^~u3bI@iIhm80pmIQArlOS!kL!Kk|+U6lKp;XF`iumO1HI*fO}%n#Z)nip_0 zf>v3vk~_&qo?QYr=fp@*9rrsba1qShx_WzUo;+11PW}@78t->vN)upi#Dns!E3gH- zg@HYwYTeJ(avu0)Yo?j!xIF}ETe4{}3h(GaRoG}?m{nE-`S^ffVK}9pPi+nChX9N1 z<_OtAO0vW*|KVe+=3&!b@e*<;t1}TD!r{8Dah&$XOw{J)CO0nI$1%pa1w6V5<14rPbxd)map{lIX{gC(R*o|0Ny(vFT8_TT0N_N85|fm0E&v> zZwIRMJWEzc5GE0kjXgvkOb35v-XAN5u%8a10&?!5MCZ`*n3+#l zrJ@a{N}xTI=JLZ>y!!hi>{>P}rWMQUuj^f|(4;P&-a_L&K-iLZ*0cS7x63GT&K4eW zG<|6z&_%w!kii9lmtkQ27m(nbx&HGaA@SOhlKlX?J+2R??@nzOktU8v@SB~l@4t(1 zkQp`0JooFgNR1c%Pf%n_y3{SF_0$4smyh|BCcM=GD;08F5F-x4F1xgWkSLnc+-v!_; z9A;WuBdP&#mezF9Ee_}6bD&ZvDH5 zOV#0d=8HBzTi06ja?VHEjS21|si0qh)lB9~R znkFE0HIJ2s6=wD0v=C-AsSlKHM%HxPd4wj)A!_~REFUKiVQAs~OY4PA-z8lQ9JpQw z2@tn3{BFzhU%ZjZh8mVYI1~?)6r_TCseNQFBVPebrH^lgpc-Fr1w~{gve| z*gxhMvc}DkfhAIxDELcd7Pr_FV*8?MOrp5ebzw&@)AL0Wi(P0>_}*Le{mbg^$q)-t zAV_WH`GC@9B=d@P?w3Ll9^Kr)%l>|T3vypeoWbn6L%HJ81Fl?%^5lVnCGMn9tH5N& znW3m$s>$NYk}vEcq>ki$0afA5{0}D*cY#3BO6!aiwvQxDTmrQPMPI>*FvVFzm+&j) zBy&V&pzQbW=zcxGE!)oJ^?wF-sVp9Gk!Dup@2^%wO>X4O`Qa`ixl0UT={|8a5?{JR zd3@?-Zl=vpV#|LyKBsyrQ^L3E%{BjlvBq%8Rro<0(o}lM%Obhdeo3j7dXNr${x$Tx z{I2$PVLG73CjcpBXWJd%^osjosbn10yLTL>9r8s=gNclX)5WSrd0CS3xkf_o^v8JB zE5BOl=n3Eyi-R?iW=cnd0GRB%3zxiZrKWPJ^0`yb>(O!n1+4A72R|z-3uG5v0afO7sUhbJ z4Per-v9SR%9Xb&a5jy%rt<@q3Yw_|Td&8m%82m(i^;MI?*myysln>+z%++ zVbA@_@=FQYpaji}MU=t488JisucFjc6DgX#gpx}Y*5Bf7J^(gBE?U$ph}O`2SnAZ( zm^O-=Tevkj1AK3OAYkKMSB(nL)6kH-76sZAP=V^}>+Lps=I7>Y=g=_5rog%eO?@GK zZN8q%&=urfNmj0vpou)n75NI{Q#Abibb5F643iEC?d<)RPf%|w>YD2t0S-MrdR22Ggs2eBw>_wxbNh|tQ$7&o}c?lzbw%*t>Z zWGh=@__y(4443IC#rfNjT6?x)ZufWI9!^@mW|8&(!nE(-mldxPQ*eto?kTu$5BFMu zVcd(tE)HnDA6eQV-kA4tx5?2E;56_#yIP6Vk-b4#rM=tk0VbtnOeVuYp}4p0WrFp` zNfXDbkDPT@T-kBONy|+1Wxs1%(x#4Ttuv(u^?X}HRN zeYM^hRC3Sp2AoE|Z_lT1tTTd=!Ld^a{uaMLz}j|OUr67~Ch#!!5IIR^Y4pC^48=;w zsszu7s2>7R503giRCIr};?+v%Gc`kR{5}0haip10;luQj`4s&?orp_aQuZP)O@#qj zI`7Ft9+ixYRmLhU_*stedUcc6NBNasggg^=j(!i{i z6QkW?IN66d3AAz2x@aMLX=R=Lyp+X{s&80-87b?y4TLIQRRuG&RI`2_FSqFP^Pt$A zGUbgSUh+gVS445QR&vR1+Zy5v4(~C~-5iZmfe3*M#tus< z78b@n-&Hp!b?picviWs{ENH4y?jw%qfP?6wJb^5s*L1 z#y35oL~pdm8G=I`y%Ei2Etc*oR@zZ;rnIN^r@rn^45}wZ8D588h{=4cUYncpttJAQ zfxuSo%FQeI*^_VDKj1_f4T&3!UmZls_Z*W;$2tX$9^g#p87N^Z>)e?jB&nP>veHh7 zSl9>X;o8i2-l}IxG3hqqp=lX8Gl|t{{^lH&)|)pW9?)MM)#FOa56J$hA^)Yc&j;_W zUFPCVi;RyPKEK@O8kA(recZM~($0&whBZe=PAI(o^G0 zg59E?i$h681q%zy+zM~8OqL0^Du))5)Y)b#t|IFUWK#Pr#DJCdUW)G_ z@f_xXW9}Y7TE(iyj!sHJ^J5+7H5gxd`$Wechr=vS-my)t&XGivIx2^D?>z#nZG4F(d9wIeot?Gq zDVASh3|*S#2Za{{Q6qDLCtnB-&%xg)GJ-hXrrydrW`AQ2ZMPFGmgD5VXIxwJLXVoP zX}RAaXU-r%K3~v9dB<{jp3MPLW|0z|BI5UpGtC~1+vgEmOLM?{1A*e5?|7u?B7f(b z6#mYsP+2QQ{JQvT(?k3yVoyu1e#*%${P+wCV~1aVPr?}4fdkrCN4|Am z3_6g~IlOyO@q=diSCdHzKb()kT3k9>1sSr^?wUV+x9Enf z(N*EseyOz^G&!6tx5*C>MguWJEP1N9GF(aZ@F_caRs}D6!|6uu2!b z+ziFFwR8l8B%>4$=m!1I8#I>^J&LIRM4jM#e-*CPC7pUcZo8MMkl^Nt`=1Z$%zq%y zbK&B3=rU)C8M&8>2LTS?fhuy5b6p=urkK3t&HR=(5^By=6_=qN_@)X*dlp#&ue%Bz2^}*7*FPfD6Q)G2j6-HQh9y>@#d^idq)ddV3z#W;r zdc+edQo1TV4UaYm+ws!-GR#@Vmgoj&;n|GaW@o@or_i(w~Wad-( zia&o#YkHbNYhx-f70?&dW<@3DCj`)g?-`My}QQQ#quO>y;It!oaQ$h9GU0$(< zUy+_tT z@4XX)zZGVwX?3msg!gvZ;L5E%^LCySC;$!&KOsZ5I6MYBo{XDYgF;dK;P#g6M+U6> z+gre$y2y}|mJTNn~N@#B^Wu2{+`>FJ0)8j93eU3LW_qgaCkI{ z9JHnq+=QVRrIpAbIDDlTb=&xyCk%*bXVkQz>saWf14}4`7f%kX{~PlZi=M3U57mB( z$-Jx2=Bx;ryCfRoKbL~OH3>M_tC1ltdbrJas4e!ESM80uuR%mWHieg?uI(GBtr*i1T(E-x1o zJv|Z%ikz(MPA#@SEMA0okJ?0?|j(CDC?ghPN-q7o}xb9+%Tgkf0-nzazvQq z>JjDP;>qdE!b5Wxzst3xHBi(46b8Z+wV4yQqCx)UGZ?T6!m$;Usg8Cp#@C7GaJ8oY z+I|ZYRk{h4}DT8YSZe^W0j3tH(oNS_#>+ySKk(R8^`nR#t z>G72Eszni3z!M-T zfJ2$gVo=D7S)&1Hk(MYZD7?H5$N0;sW~Lev3|LhXTG1I1be$r>ctw{;4l|Y~k2ejW zf%Uj;KLYUN?@w_($i#Fs{w{aAqy&A!tYu9S(9A!mSxJ$LfalNg#A93)I(7gj6yMY12Is=FT1v^YFR|@9l2mNu>4aa#LIb7r*<5Fe8NlRO#xT*t%pVZjK zk;)fWW$f_hEGgvyQzyOQIA9N3Z7+1@$%BEJPQ4&N=P;vT8a{J$+Ga_8D!R_kdfzyf zA#aUSA~xVQd2h*pkb>KtmnMoDDer{HCL(*nCAW4g3Be*RHWtsy{{)Si%Zf&782W_G z3?z$21_nU3?^k&_px$oZ@st>U6VD-)UfX;73`{T>YZnSXmB6&6c6tj(pD!#F) zjYET_Y1o_7Yc_XLEs&5M;75+&UM)1_;N;=;z!lHb3N&j zV@tvWjSf0;-WA}C*s!#ZNTp|#J0~DWng_>m;u}3wsyYuz>@N?W02h8n5%0&IzKwO%TKaE7b?0;(qi3XB6yUil)EucnySWmZarC%8->;CY~ zH$rOqF2F-EK)H*`<8*D)>x^D)jYjX~3tpd;8rX)Fls{L}G5)KaTbE3qscn+TM5DbXs0HSeobDO%x z;NW1B>>farde1VK?&esu&aEuW<8+DM^Pnv1H!8SvB6~ z>({l;An{_tZ++-B;Za-EsZaO8Uu-c*L0r4Iu`zXNfA={9aA85w+t|WFYFuP0xnqtq zU^VkGWe9~Y@X3?2I(3bG%<$U6YcgD}@s|R}*CGDOSY~IY>Ix@jNO`Q-Gxb%rc!u|q zDe+RbK>gq(k0utBKNQgQ6NN-t@2pAiZ&D`wXoX`VloM2rQJ%&GVW(6)J_J{uiWpYVVaOjX5dXmeo~ z6!C;WLfN8z6emhe`7{+a*poZ~O-QHy$wz_4sV*XHncabUz9-({Z&|Y)Z*NR!KjaU; zbv(CUF1@Cl!$dqo*DjA%rBd{iokmy9yR>~9Y}krGmFBw8lEgfl%r0csAN~pFAfo6X z(d2S!J#0S3E^ajw?IC%cCel^@Y!&6Uv#q#(x3a}xFD#=tk;YA-{s|?DrmH*%A+WjC zW&5oxPj=OQ#$}xYfh6M_L^fE-E2LgTulG;T;{GoA6>Tiq?a6I2^IE=*p{ERn_f} z^^7~_*Y>@_hgYJ-N)*dSjMz?gbGv>VG^SS>E)U;6MvCZ6f1Vj9jgy=e)aear&!Q-| zKOMl|)`oKzEFa1Z@Ul(nAgpDWImGc@~R^-$Pc_$CwY^z!=d=jZsWp`h>)rRt^Rbj$FU zS1|1KC`iMC3Mdj(_M{F8kZt6$JaqDT>oi!PvYh}eWVg`yi_b{e+RP}klHxdPY*>}# zd>Ye;`!De&$*YrmL(QZg&@T~2hA#Zf@&lVf7lnz%_;X#UdWw^k%uYk?_UR*8L2uJr zW(AV3r|AJyvQ%gszk1s@b^b3G0FO`n&{_z|VTi&hoyg8;M`aQg0b)ohkP>wI0?=G> zFg%Bb*B>WbLWnKl5fL~3hJ_e6Q+>bpp8&=6fP484l!G$0-s%I&H=suVf;V~rv4H1o zoSeWupmJzvECi#G?~F{hCJ2D?&A_+#mX?-%oe}t4e@|C`T*e#*=J$sFAhp7eFtJ~=n#z}vTCLgcp?n)Z(0gcy_bxt@?wW^ILVg~d z1UyV)LxdEkeu~;DPw=Lv5N9B8ZQgh=xkvTKbglh%*&YW`1HD;Q5XSn2W&+Lm{v8)V z1llbzMM|sP4_aXbV7n08aK#(J0?2vnPZJTiUHdNJ_0QJ3N$Gzy{Vhd2@3Mf!c=NsK6B_)7a7bsg)S_%?TyC{MW;0FbQKu8j>EPwbs zsUPaQKR@1hTzVYHi?xT1L`rAAVRy*w}aiSotI*EG)aQ+8_z{=Rm#=g)a)T7FXu z&zcM3jRQlaRH^s~znU*{*#4%?DFHLH+uwpg#{dM9Yu*KEP4FXQ}Ow?UjXW8q6DAj#>eeO(z(Hp0U#hE0!XQ>shRcwKZ_8m z#&9y0^$Jqo*cccX`1E(tM&ndNT)YRQIKW*3Lc)NLq;&>V$xYd{Vq?nWPTpA;YWDj~ zs#BCv&;kw88(HG=*e1#=&&yu_++X#=Q?x?X=2ny5Yvc*q{BH4B@5tvxf9563;i+;E z!D)KVgbJM`5-6=oz|9edtewx$V8uzIl)a-a=`$=7|5{5DawORomGHa~!OD6idk4&TLv@{>QAV^-@(AqeA4n?Gu{L3|a8 zJl6xT3xj}tcXRqYyr2Xsn)k+YKutGr%|R)VRevlc0dn##knl0(oQ`8b{`3lDd!G3^ z;x!&mA`uXwixoN4UUh9d-*l9FaQi;nL7bsqm*Cdwbt2esA9%_i20(pUq_>c; zaJxl$OJa1iE#Ptj3o9=_|75voHeQ$$JExY`KPboqrcvHJmoL-PXNaJ0AG3N7#cmW~ zfZk&%J4LoX`m9f=vW%3@`@X&683%$Y;YoNOb**umvv^M(%)s&>Pfpnqaa>3GlD9$Q z8c+)$;nQXG_}1SJu$8i;k0Jmk{J4+6BKEeHI)I_8fU%fEa>~0hf=H4MgNllZv$2zb zdQYWCL|q>^Ettf_g1}A%GU#$NR{<(UL2cg;cC!ghn--%rOnm$_Ftr0cQ0JCN;p*mQ zwNyVoIEVz{gc=RWqDT`9MX zsru5VpDkWpI@*0PVGsbboWO2?xr!WMhCmqyf`NnM35J*e@Eo7_dw>5nxMley>FMd= zp`jD#0PipIbou(KzO=NoV8jP_8l!Ijg&&3t0CbAE1=c%1zE7%4MZRTb{ylU#x;5V~ z`@SuLV-8MPXrJSEb~AGT=+s;>`&**H%Z0ObD5s0l zdVcC6_J29(;<+}qnnbpbM2%h&B4*eofExlsbpV_=f3rBA7#D|n^%8yn`u7k@8X6c; zE33V`i+zB;M1~w59$L`EfHv{&=qC{$z^4PCkHECNCMK?FsQ`_KfWN~u;C-LLROP=p z#h~1z6j{nKf4y=wfXfL~>^|wVq0VIfd(g;jGf65LjhLVk;81ZUi~Ml_RJv}W7;_9h z&`~{O8>WNez)_oEcvbS+;WPDB2@o8@|F{_=9 z`3TUPfkUr(W^wW%fv)h&qWF+!)IDhnd3YZx-XEzOR$Mq8z`+k^eB< zU)k;*O+ym$7e${1Pat!Fi*iDHuWyHnLzhMY10A($&DUrCiv}b_82y~}z9b7J>pV7i z+f!D)qyYePot&H~S?L)We-01J$;u)kZ}08*(7vmaU?<(vM@Y=bz{kU*@wjq7Wc&CN z=g`f0Od;3#DWa8(tL?g+9Q)$IhvhLTifnQc+fr+_Q}ui~LCc%P!;qvuicD)aEtjyX z3zRjL&=U@@onGkj&)9XD6mZNi+>77Cx>w7M2)orBEg8-+=xe>-1!Y>CR-F0Q%&#bg zvkD!Cp3OtQs$|NdU9}>=Jga`1%Ht6=BrFTq=9JPs+N!Sf!<+f8i*iK=YW98AdepY> zJOeiK8ihSysBMj`=kIb1<9vr##4W&lvaVhBl6DK4EwD@GgR%ecy#L{3*sXtk1_K37 z0^$c4Tz?}U%gO1WgNA5Cn*9q{>iQ^{V6lvcp1U9>44%V^y!vTnoSmuki`k#`xu798 zEz;|`?)xBd2PGfwv5t+)$qs2`HhcyB%=Wah*k!V))j@yY#vda7?37vJ(f3@3b%_s; zp1ux*4q8ze{ML0Y9D|NB{hgiGQ28-=3=@3f!(7#g+ za9E^e&*oAg_xIfsH_kPk6Y~S(dSvG~-ySqq1ys6Ku-fj}XJ}+tBE;d3EucgNIZuYO z#<*Hoo=oPu^V%InqMoJhm0&vANpKxzgZ*6RJo&YCbhZtHGG*oE!E_P&hyC)+ez#|V z>GHJt>V67!o*&nLx($9-+@2z|E5DF!Up|`zp5OT|_Rn7}vZsZ$e{`U{HLH|Um_yNU zIZaYMa-!~q`DZGqc%0lwD7n76l46oW$O!n}il46ApA}(uPPAO^qf##^6Fnr*iM)h- z>{-nhUesP~H~RKeCcXMN5chY#8cuhe@@ai`=s}{>|CI4DM)D8?%mGc>M6!)H6gBV? z1=3?;VuFLk7x2g%6)|IX)%|?M@?TX^0Gurd86BPN8KEm6Y+7z1HQ8V_ySk2kPI^CD z-CqQbbOs4Y(hKtHhtU5g+VBH z>#uLQscs>bH|xW+8Xez<3CesNhuME4r;ZFP3nS+;4W|9!U|J588<&=s^>uXt{3cSe z5HL`=Eh9ri0A-Lfvw)7XA>QpTwtks6_E&onK9ZZbLdL7kpT8WogUZO*r)roW5K~py z6B!P5=?Jjyxe5+>!SnASCVwaluKT(23KGuYrdaP^;M`;zT+Cx{Jpc*5M>2eZE+f$} zT671YOMinTmbcbEnnl=9to(4R;6UD0J)g{fECMS+IS-z)pza8~@Fkc5!otE*{>+<{ zo4cl}s};%xfDMDq{If+Cd9LgD!c*_6c-}D!{yW-b0lq~3;ylKG(690K5%LJT;vMEK z@Edqq@A`^p<~gDhj64im2_e-&9dJ1ath%rJp?jRUOGNZ>>70C{W2dBC}8(VqZB@C@*;sXEs_k^$JfS42A=Z6a36 zn_f?tByuYi0SoUQcxkHCh3K^cweXOG+soYPWWj_Uz~a-=(Vbsip`xMvUh5PXX9^#~ zZZ#10IW)$Jwph*&2v6~ZoZapWIZehnASy(7+QLuwQxsGgOZ3T2c{dA{8GZgzGl^4_ zsXv}&lv+S8`-Hr|n5RC@8=G^n;~UQ3J)tNBicS@Kg)S1H?+t1#-QS;7Ka-wt1d3#w znW}-vT|A2A?m(9!^)|6nVPSK|+2C+i2r@DEy-rQ{?JnU+mmUPNk6e`%(98H*&%Ias z7wkXk0FW620*B+}7BCObWg{%DD9QY(j&Bb9 z#tArKz>>6O(o@2M?WI>lP6h^9ZC`kI|K^K;;lUn*%gy`0`;El&Z_=pFk4^iUalrY3 z^axAcwFyv_qO5&5z;$p$P5U=s2ABh^Ei3?Q0u2+>DH!e&aM=hFFW4xy31+KdiuVHUu>Q0YrNs7;|BCD>4N4dOFUQe>fx$C32`>b{JMrPUN^p&5Z z@rhxM#@s>swxa0O*vR|5@D6)w*cE1ZPg& zPn~~=f$z)E@9h1Yc8sENe*wSuUJB+=ppp9cUrF#69fgLB-a9{^<t4$DJ#>dBJW@di=8mp?fuKnq{-l#;j_Vo;RR&^Dfe{n}cL|ALQVX6jj z`broilaos8nOwSM0-nWE%XofO_C$9Wlxph5UU}6z(TJdekl%%>(%=O#c@SS8d0>Q- z0~>a|hxy*bsn@acl zPr&R$UYuWB?CK?=B4Pqb-~&rS3r{_75{Nv|<9?AGhUIpR3cHO}54VASi=oc%QWaub z)6>mU*55*-OQ&Cp%O{nj9YXH^(%JKrZh2oy2LO)9>R=6VO6T^1Dd|edTb+{mTc>Jl%+L369IIbZi7Zdc;p9$~ z=Nq^=VGYwsx>_o)UD49MjaF(V$ZzI=Y>{ayb|{m~uYUj*@nELtNH@R@0k4)v$7?!%xyUfHfr!DO;~fO zXXT$^T6jj!A`5pW?!kV&M=`iN>(pAYoBE$_AP=i&aaim8@Kgw;MsXy_c-~Ey1wuq= z&(*T)(<8z8FrLH2f-JyaRlT0!dPAv(q3dgF*lM>fEuZ4k&O6MiXVtOCps}TN)4CKxW=9D+sj%P{0>^2kyr!X6#n9JiN0gIX5T5nY!CE z{%Hhh%Tva8(uff74VgOcg;E%yi9te2^5@~(UV_4ac&m!qZ*!XZlV5Tt`SjahhA6q$ z-Yf0g1uZJUrb=x@-X5Jae3;){rw>~6?#}iz`9Uy4t)&g-NcLj&AM zpf|J}8t3eBB#Z1`m*VgCqzuNEN+qQ{Zqu7MN@6is>$wl4R@}w)_aQv2k-p(J$%k?rMWyjyS*Q7R z&4eP}l7fN(5%*|SbxxFJXsAyF8R|)wQRHHN)N?R{m#nQI% zR)W}+0ZIC=CXemuKqwq81?Fb_)&-;;eI@HPeKh}Ggomg9z@J295-dCeLA9f!hz4hr zk#HK^-aDFy9pAxzf@8t^>MMeqIE4frrOe0qKJLgyoCfe%uFlxR?I5;N3rxcZjwbGj zFU}(Q;z^9ihI`X~IFrRzU%{vMn3pgz$}NeQMx>P$3@*ofBKWs}jp01twf$nBqFTTb zfF&p`%l7D}cm-a~(f)x;^JPQlp1 zI>FlhUTHzK}}5FxBXBW zIygqosFM!s6HuTqs7dipFCG1_Zqs(T)I!?RR{N3JY4Sob@A>2YZa-5y8B(r3VXROL ztQ_#ni``EfIZg9ZkuZY$oVrbckFc>kY2@blA5k>Q%1!TrOSVG4=ILp^i7KJXQi+Z(vFsB1sBXKb zPcJ2ORAiA(P++N-{4w&Z`1WrkD=EUrU<|Z-Pq;%5{=<{&UnfWNmG*Ihc7**4yx7%! zVTl#*dC#tS&)y{e$QUwQO14IBRWU4|ayh2%XIL(}6P+pgwv?Xq24rMpkkbH2?OBe1 zw@b~U5~~)4XgeLuz*2!sV(l9eHBqI?2e!OYYF(SW5tLMZ-MjATo%TlfIu_3Cde2kh zog*d_%Q>|EAHoB{l)Oy|=WE^rleaJ{B>2yK_^fAP8O(C=XmY9E_Pl<3bvpOv3zmWKqGH zv&(Puhs~W;kI=>PbYVgo5nu7N@l`(=5@cfp=Q1Z_;<&bj{XJ?n4UH!iYxbM2hu`gB z-mu279rW{&{)`x6HQLP-rVcAJ7f+``slVr}<>;p%9HVP_#lMLeX8$KYh@c`4uOyub zp14`XGQ8=+;y7^FiABj;G68Dy+gr+>u4-a4F)R*y7)bt5(Ai%26z*;wAAh;rT2241 zYl`r2ml)^p+=lm}BPe=+W&vPs0nLLwV#_ud9r>$LJ6ICxV;g4Z2ogS39}81uKBWUN z<)E5E&l5PAOD(7KVPa1Rw*3v14HRCdJcp}J>s`$KpI6HY(*z%d?Dy%25=zLB6z0&r zkRiRBUiyVGzb3ZwrEX2&rDc5DpN6^ztHhaQ{ZV-?sDUBa(!uN@7Xr{O2JNf=kXPl{)_k7CxM zX%3^}bnDUJWI`+yBw)N&0*NB_>`g@PSJX4hQ`Nn!kn6H*&q%dI*pF25^XqYUJ0HaG zXqC;FnkyxamRp?F)FuG{SFXxgV@ZReDvKQgp-*5o-9R%TBJo`M?1s#Wm_TdbhXD7B z*J37UcImnT<)B_UJs|5BVthhRTnv+}*)lj%t$Rd9BG%nOgUfi;of8g;u#lkto~C=b zCekkLiiO-uAzP-Lv(z2feYkxlOUKKLKWf+pe_DZAUrGn#!+RMi)(GR*WL0mc{J!1K z1e-+d5+B292K%$vgC_jD@|3jN+aT~vpT#w?+O=MMShJJ>AeyG*-v^?f(V%& z68DifQKSS~--KKkE+hz<;W<UfHr_Q)~$ zcOt5%#=5g#Y|yjWRe!amx3NQlnziA(=jPId9>t~ok&|js-Oo>lHm}^zQFqQZ@SYe` zZ^^=C0%EEO8zm=wyF0Xudc(ot@%#BXE0(GG*9<|gVONvYG)Rq!^jhzb^ZycbbYYA( z)RQ5d&nrMRdeNH4JsVj6m~Q$JrgZQ+Sr9%!Y^%?n}LjL5lWTbvh5-u2PG|*wQF!&0nh;gZ*8!4Ja-MNl0G! zJ#4quuK!SAN)%lTs{4q2;L>E^FiT{NswRoy6px_TwCa?)$CuaYUKsCa^xwRQft?O; zXASjDB!TI(4_J=1=c;pM!&$a2OwAIjk3E4wUq&qW!PHpc4+#SQM;czYquPi;EA(`p zxKf)p35HT1A|_?_>pUM?m7BK75GMJ|E#Jz*jVj!d)MLKOiXIgRqz4bO9*?J4`Q2c= z00QwwThHm=_kBDqQ_|yuh`yIWfvDn=INPMbKcFvTY<_6{onTXPOgAyLxu zbRvY3w_)6zDLHM${KvHC5JC7}U@fbU!D)h`8P}*7R_Ijm)RcOt5Y}_(XY$4L@;kz~ znQ|$*c5mT|ozXI0vvb5e?{B#ha2+;PbJg0G4}MWg4|JMzfhMCQBsQ;w$;MSn;>CQfGYZQdv!#YH{Ds%7rSm7N1u{>fH9vT1mj39!&Iv z()iUBq*hqH$WM=dcgWC)7ZN-o%oX)N9>GB@e0H2B8&-{jK!o7lmT6meh$RD8Mv|Z; zd1!BfC|yVVbE)7rLTem``3p}z9%XNLp>w?T>D`HUsUIao6m}R_wqy!4V+cK=rxOwR zvB~7)@ZS-TXjL_Uhoj;ZM5!}z`%!qK<*Ao;QFXBvSeGk$>gxIB<>ZHC4}I0VTpy;orVv!kv6FyR08K~zB2ZTFQy|4XO+Lt$OFz3Epm zXozHDJw=*49^<=2Zza8_<2TcZKQQ1olT7o?SG9=Yw9Xcgs4w%`SL0DThzWn3pU%(r z6-6PHCiD;FP%{wE$C0VV-3vEo;PH>2of|=8UYk>PxR0?}o#v;(yAodpQ(9>}ka+}C zLMG|q`Tp-LKoEmYexRV~{IwLElvNh>>jP0(BpUUKuYmq7a0eI8Pmu#P3dIzIgzX!w zy4Bd1*CmRZeMR6Ves~WNv~IXAg+OM*%&Yl9g_pV3*+<+D*GO!po0Mp|sH&H*PA{_~ zeE%X)+78y)8rdFZuyyYpg9Y2A!*?@B6YeJT3AAJgq+{ZJ18!N#C{`3TTL>Z+cdcP1 z5@tBudEwCI`m(8HAElr=yP%L+`YsHFcGe7v^r;s;mal7Izc;$U`aRNFSd@g zJ}4BGZW$G}nWRzGXnXV%n=z_=DYVrIeTAtUa{#>ATF_F z2Az$YpM&dx@7-nGI3_8p$bttjOmv+!ZD zvMZj6T;=^RElDb9`U+JssDaY&hOTjcmJuZZrDhFRRAohs>kVg%`9ob?H7fpo*7nHK zmohS>$~TSnhJFa|6a24?;xlnKO3%diTf-!GECVGuhv{XH$*74Gnfbrn)cwjxK1!Vk zK;q;o)k_;A6EyQe8`v-kG+LN^kHgsLI5jdFUoxzGa+$>%a}*HHAlNtC`l}qPS;D8_ z!VXy-oTt%zOkRJG0|G;6^bynZQ^F;Q(9jZLQ#xA;P%7s?W5uekz%L{9s5i+gS^ zP~6KD+xM5}+2L3<&#%2;FOW9qGO)C==gTqd-@>+Dqix+H`l4h&x)07^R6#h)#jH>A zqv7z8?_Bz4-LwDnSmA|0GEGDQmZli)GGT~0H=>2jf5@~&48`u8pr zB*^hyfqZ7O#g(7eYUi|E2rTgnL%SQ?^Ef5$vp`?b5Q{)^NEG$tM?@?`aPJlyuGO_H zi#9{#A@#ynn|0ra3JV<eRFurfdM{M=37)(n%~Ti)HN&RO2R%F$L{-)klSqeUeU@!W!FaTKVnrK zYE0>Cfg!+Xi{n7Sv3M9MbY5PMjX|nuvS!F76B*UC7H>ygE7aoS`znhldN>6u)htDn z$2+V&SO#}xenPV!ExBw?Qr8%`ahGh(1wP_^usb!y8azWp6Jpm#Qi$k!{n{xnbDq6A z3g3;MY* zqP&xoqZprZ-lHgaSmmjzCRu2G>t_@cw=;^+4hVIt5r|;9OxRuz{OYzms@+7^k5BT% zcNsZoy>RUUY-OBM!^yX4i<0A7Bg<;(Gv-ccn%R90#s$u9>bYP_5L{|!HtYZS#ACp# z?QOPyy3ljv$#VIVj&O#T%D~4%@uky1C4=yWENXG|*_FZgn-^$chwuJY^zD4Kim~1_Re!#-g+R*XX1RR#Sn`j>VGo^wbdTB2aItQXZ*B@zvBDv6QY?q8t@^ihDBic5}d=>5tzk)|NaFiM!+yL zDt&C+u4&FkUzkWYRn5;29XqN=z*Prx9a+U_eEe%ugd}5vL&u6QB!Wk#LKRQ-@DYA#W|XDQ+b7!ul#UZzXm=qScn)@hhX4L3P zdhZ*xe=&}jQh)ZSEfJ?$T{H%6Ls5b%b`z7Mss+wuD}Jgty)Xvd>yd-^2(qSc;_Mg! zvf-agvpEZNz(>-GTXDD%2TLhH;%7+jmA{dkO8ZGy2-2GbN678obWN692H7O@5%pM> zO&Zxm4bHw^c$|G^ArDYD;$U`~O_9KewW3V(=@v-9&zFzpP6r!eMECM2z+ z)hU=YijkgbE+jb65>!3H7GKx~3B>K|u5Pfxd>DhQ5Hfnf?bgNj4Ta`9?BF)7Wtu@; z$ZsOv`nS@K`;BF-KO*2VU5C#5fi%Q%ZY0y+hz)j>4J%!CR6J7Rbryn}G?d0wojvCf zyH5tJ?B`2wA~JCR2O(v*K)iAU#Nbp|NF%|er-27#74k@@pG-~zWe0(4W+c5hlu<;s zB`{F%cMIK>uellh5-P*wX?b-gL$W*(-IYpLYw*#XV@SZG>))D6?Ir$9)@fM=Sj=Wf z;$zJ|f9=odN8gfqAoL)&6&HSn%7{-AefVCZT^(dFWpQf%G4LAN=&L$K`tUTp{52ff zBLbOgG87sH`Jo3tOYeCm*Q-bbM88jO69|SfEBKriIngisBE~V=)&ulf5$J8fS*r$8$G?i{bA-) z-$#2(n)UkcOhJy-sKmdx=IKXpXj<@Iidb$peewi^C(2B&Gp+nBQF_$lLaC;LcO_{V zV9yIPo7lH}QFeXNX6h=gZo z$VNYUi)~`4zg=Ef>t1xqGDCB>Vwhx~uxt7Y@g%w-*#SF*RZ8z5Ccm2OGJ!#(_)vdl z>5ZJiuBU%YmQ6AY;uL^oK_CF<3kllV+Un@&D9hts*R}`4k)Znz58uEka^I+%B$9nC zRT8C@auZu0!tl{@S4P_q4L#ufmA{iC$(p*3)hRzdgQ-$djsY+ABOba66r`tL!vrLs zATTcqrlhAl%48rc&UGNCWQW#iMg@XaB1wH%wgoJGye^>xA{jxpH4M(l&jmF}9_~tR z;Pbh;EdlW>KxYV8{$Bu@F_5I11yVRC8~|$zi2KmGWmQywMiB4C@(t}vAmuEb*j%cv zsz(>YM^}A>pgKbg7!=Egak@hxGX;%O{p_y(cS!aFofmSS2f0a~jiq6-;pJv#gk$ad zxW!c?{)NYhKPs`_BI2Tg0)y-ASk1M{Hz=Z7k<=cxNIb)$k?&Dk%XVPX zuplO2t_chj0C5Ju5uD5KS-H3`DJ|UvfK6w|V2I7q$_f_;=X*Dg)b?{tF@0FCG0Juk zMG(jy6WlNqmwlGubX{v&kEnoWrukM?!>`_FgrsmTnr;}lJCP9;=nh%pmpu}|44j7_ zs}Yod;n{vg!dU7Uw9<+Y41{w;V#JY%R{1`Nuq18LrFKcJQa%+Go@w9AP!3^G@>^K_ z`vZ*4AHYXEO9GNxfbi48($c>}V9vVd?s3ZJJ^+7EMy5wu4Nbjp+~}^&OA@>Jja#?6 zB8@*n1WAF%RdY}0=i<$xE>8cI2+}p*?ysG{e?^)&I3fh{-CPg(+WGcAyG4dcep6gt zm=lZtTE9cCb~(GQ08%GZ9*6|hVc7b*e@kJzt@=D>@iihMVq{$0*vN?d6Tj}6k6eK5 zhloIaS{WG#m7utdQH0r&)n|7JTP|3ByFi)^sT+UFYEH{GOQqmp{*$zNNRZ!t%A?Q_ zA@wn>pdj4SeV5fjDGJNMvoo!fWuD|WW4ds7Cq{U_*df_>bG`r0RB&Nk{o1Gp%ssB> zV$(})Z2MXbXT>ox*7s`NMs{{~CwXQef&S$NMmAx7=z}E_ylL*~j9Awya?wBE`zT8M z9`;&pey{il$S@5zN%_F0c*2O!wcNli!^@$UU9+{Xs79N3p?wlV+Ypd8OSmIcn2Xm1 zWw2wmueuC8PY6>jxO}IWmbU zDkyYxIYVF`!zU`x1pSqQ1Dpl&QyscRW?dSgyYNK|;xMHU%0Z0>Q2D~{I<};h!Z5%@ z>hX>p$R!bfhbu-mui7iC7I*!oMKve|y|m>%*zDCRSuNYwjxQF%laYzFRJ+W!fVb z)4k`~UKnaO=lZ>lt4X<9z0}8R2C*qL!=pNW^b(ud)s8CPOv1Y2cBH7ffzjnI`!Xip z5Z^Z^hNWaLv3*KJE2ZM1qaS(VD#h&}Al>)3t-hEOQ%k8QCS9}SosYPdB}HlpGZFn4 z%|zjs$BV1u7hjqBL&0Kjz=0T5l;q#V?m1u^jMUTm7%!V+8X>k;p*c%%P^E9_H>5;* z4QobLj8ndpfP$U=yH5R7_Tl;Qo>CN#dfUXAf+i?=HOC`6TB-CG6c;JVd3hxo&&-sx zG*1mT+Z9bzVvbx)+H{V+v18Sd1PnK)NE)NqwB?-s2pRb_nQaGGUyFs*k7&)P$sHl9 zOGwFjMW|nNw$IakJjudHK*)}F9@v9REqVc8iX-$@G2M5?tZ&q z+4GeShS&j*vegZ)^Ii(SsX0Vl^IC2oC|x#7UGgJCLvJ~hJkdk1+4EpwL!`h*C!x_O zfmaJ9jWJ>J)vt?z_6i`V^7DD*+J}7*q~ynMBl!tNTWK|l*|_%>r8G}6>VTdkL^SiQ z(gIDbj3vdO7m`&r`$TW4ShA^odwN?#^q;MK?6|}3Prd6XwLjn~-bw4#)7VFJrI7uL zBuW5d(1Yot`Mr0 zvSdFZia;8`D^ufV5(4i%v83vKhsenEm*K{Y8r&K~C8*MTSd%xly_MC(@?u!5^NQsX zpw6{^L|=e)3_FZ{f05`AT0nr_OvZjcErXPxDp_(dL``mloS6LuI>ek~fs81IdQ~8A z2M)SMX->_@=hcVS*Vu5zX9Rguz!f|5pLm`)^`Se+GNAppcN+DK3YwhKaK%9+~KB)==4cB*B4d2ad`!2%xD zYeBqyhG-T;Rv|^l@O)2zSAk8YX-5b?&0)iyGtmVjL>#nhZ*|5t@{p{~nyWi^zF8q4 zU{Heh;E&kYFp=OOQTGYmNNS9!KtI>Ret;j)e4ga0=m)30hlCQmi00p2ji+Tv7blYY zZ%&A8f%@>Hb#I<<3d)yQh7^eBPc|UIl7S@Z*3e@2V_7hodeQ;xzJVAPO6-izRQdMXOGXU1LvjlO#%?>03&d*JGTRo8@2>uv zj5vTO*kYjq>X(GPoLsBNp}OBi;)%GZXi(B|fttSJg>P21Mqkm_1AA!cIzUL~ z5*!>Tg~UtX88Za)Z(zDiU+7~^Q4iXLLhElS7R(olbZP9NWG=%RH4}es9Uj^q^_s(k z*G7b216JL9#E?#L25c!Y&X|z+__}=Rru3cZ8A|(qzeyz<{87!*x8o2Z^#6XZUP_O5 zMy)5NdBn*&y8o_k@%H(5zUaJ!v^2csVAbqS(~X7SY)K(ndXw=TCNWIpfBCyT({Pyv zj)kKJJU=U1G71buV<67ApNJ4+K6;ZyHmoWuMpHGJOEM&A|INb5s_Ch-N2Eoxx3U>* zKq3YKd*{>Oy4I7;J*VH@%E{~+VdrCHX{xxAy0KhiwcO7v_6c%PR-M3`crCFh5WZNh zkD-CszLz+J&pv`q)=UeXyoWjv))zP+D-QBePTO5}simvzGMzdjVgiE9&!1zz<)4xT zTQJaa7~N{}Oyf#=owqKwcJi3rVLHkktET9svRf$;*szmXJarQ3#S!YIHh^@N=*zc$ zH=Pb$f!IA~M$6`JJI%*;6xDXr7Kqs7nQxh7*!64Izpw_}Mrq_7UflyGInefI)Y8^| z>x3>KndlIsX5FFw{h7Lk$d-|0C3M4nw00i zrBi7b08vxedA~|7KeQAr8{6awm1?^1^X)c(M1ePEkxb-Ar&Z{-CRR~Vadv$vske)R zn-9@Fu?iEtrT|URpGHj;)TXxJk{|;M_`OQYers&W^pc|fh&NiRFZ^7Jj?1k7NfeV_ z&4Fj+2hh7y>s5__g@yf@!3N{+hff|nv)CgN48(DB+IjR`gfif$oUK?0;e78fN2<7| zC>g=`GkZgssokN6%!~t7%^3(o6ldICT;EG3S1Jom?J%}&U}_hdl#T1-g){-5Oax-G zKP!+4^8`P21sNte4L(aHB_FU(rN*H~AD9IWNm?wqaD!nwTF1V(u$q`z z1p3$)(bVo~ept61lmTn`R+~UYLL4?q3P0=ojX_tNZqs+wbo~7>)g`zB1LVZfgo*Jy zva{2kbp`AlE}@r4&Vktj4Tf`*q*GW{#_XpeROhdEiR~-q&&149=jO2 zBCk9s%j%II1l-tgkkn6~@&Kg;z_~QHQ(#igL0QsKP?#_OZn3{Y0CwJ%mPx#wtXNwD zaXR<8L%@xXN%Go75^>&~cAcX7Y{cx6OQ2Z&`YKLjPlzNV=u1CzkMDH|oBceMAEGId zIO21zO&CFIwwC^1N(H+s1ll6*Dt0#jtGv6v3M~1i0u-G6u1^4C0id2eUF%$y=AjB6 zP|rUu`1%z)>l}12V--G~%rPU1{e++iakR&Ge>(X1xOAGGjrplbvE<}9Irs(?vSO;j zP~Zf{)~nx0LA|4Pa1oguacJH9y7^_IdDXd*gF@&33wjPb+Q8KVh)>7mW}v4DwB=Ok z)0Vd8Boi0VIJdzVyQ)>kwE?=-7xQ+qnZFdALPd#B{=siKc~`o#)fmRVxZu13RmM;2 zD;%XSMz>6Zw$d1}aoVm(kmL9y*7rLYfwTOo>-l4!=%#*G1b~k54S}ka4`#dJyN zp8)~o``cTGwa590W}pD)=jVq`#ESvh*xu%F-5Nl~V_x{T5~2`54?7ZzV2I8nD!(u8 z*M!{1{)A|l_%mGhH_{Z=?cK?fh0|zh^QRkOB?y`Vh%Q90Z=1DA@y)`v$MBv9IkQvLfcy^s+%lJ2{Zu<;F7k}Nef!KVTg0Y zk$fh7&{O`7t89Pe&8+eJo+id_fT2^Q)qI6vrmvL}X554}GjGpf5&e|`2YL6NcvE9F zHg-v~n-{m4t?3mQRLN16@n4>s+uPbQiy>UJP!p$tSpJi+0D`g#N=lspS2BUMk$>1$ z&-g&|V=&x&z#j8EO3ZS5=UJrq0jbUho~9OOUb6@II6ZBj_i`$o-T4W3%W9-wCxzZ% zfG+wa8y`j>%VblGu)ulH==Sao2Nzd;eQtJEDNlH{?}9+$E#*+So!D3Rn?Yfiky!ri#VSJ# zvkxI_j))VvtT6!@u(LnrEx+yFc*H8h_RImZ@Q!N=x>loRB)sM|O5D<=kQ<|exg8F` zjzB>GX%`G6Iwt1g@88^jdt3dLNJ&}4P#|Uw5{e4VHrwgaBAKnH4oM=kA>lF^o2IX4 zzhn2M)I9J>#8&to1B}MODf(G`NUvEWnh=Tho$${Ooio9 z-I6)4w&`-q{Xk;eC6v?58Ld!*SZ3iNXV*m0RKAUB>9K4mMxW4Ts+ztx(J%Us z**57B6A^Xr3Tsm?4Oa3O{1T(YBJi@q7w~d$a;nv<@$&ZO@f6w!Ex~!~UNTi|^3=NEd778v z;uuR|teAhP2XO;nq+if&vNHxiRL3&uAVhUMYBDlN)_MA1_u9c<4b#~-t$Um~$Vqyr z1$UVB3k3LIee%&#Y?_T~()L$w&2zN?Z<11t~x-7;D5%=ZHR zZLxV6VqI}NywDXToX+<-O`DiI3j80aH7QKq z9ddepP#2>?AVeB+l46> zS@R&aST(%;iF(~RH*lg z8A;|U8~|7E3k*j#kMoi@p+iu{n>Jy9PKE@5VRLv`*nz>p@USqT6a&O$4iA!U{5z## z&!`F8NL0&;i&9B9LB&K}7!Cre*lD9G^Y?ohHHw9LrR+wepzu97TW%x}d8clmFK%2W z$KY%;rc?PHRQ7A0d-`tQLBbnZ;rRg*0njHOiX-#};^9EYF7S3U;(9Gf2*eqNtXXE_ zndidy2mXO9m{bb1>Gs&pBwIBVIQS7V7~W`rzv2)W?}W_Tn255TGnslh;^;SGF7LC* zzkQzDFs&oL^tCXcc7s0#!n8S+)!He5mJCmj%;&mzf6-ya$=-e$6!m}(A3W-tV)Y7e z;|>8-9^{h?e#TxQi0bp!pkQT1TIMSxs(W;bv-9eHx#|%yhV%`aU~o@=@#Dobwer(3 zO8-|&dUIB8UC6seFZ`;=`rAp{tY+YoJGmuF)Ikuz5}kk(#mx%@L+a+++uLCvK=umg zXz1zbope(8iNjX3o6{-)pz6sfRieEzVG~&)j9DKlTN^ZQAH^%swMo%d*7|3%OEnnk z%P~z{=g^Ao2s_8TA|49Z-EOqzVW6R{x}K+YM+>%x67u-mtpFqb{i*;04NV#Fj3o-6 zlz~@fVPT=BwgR}o>$OxN@=|zc2)ds^n4SnGtu! zuZor^Yuw`B-qdVy1}>N0pkMw-qixRi-2t@joHUWj6!=aK z4~O?JKvM!}5!Pr|or2f<8);P6azlbxy$x6xKy?C)u3T-#1FKJPoj`nryXe!0q4-eFFsnsOV5}azG^*BuYjLK$m~gPmnPwhf159 zuN$D~(_U?F)pL*#b-?Ol*!FNWj!UXx%V|Zgj(L{Sa&1}FJf8Q!mPk9qC@+9+Up;D5 zqdht~J;lv>v{utS3~-QZdQJKEEy`fL+s4W1H<)||$azcN`(q1W^uS7UF~oa@MdDdySNJwl3v=PQwpT~NYV#W0mj(Kb@e#a?3R z1E;5pc0z6rR3s$b?tmvyq69P{+M1e||Eres-|?}QjUTJj zs*+A1d0Mis^Za#MtZoaa$p8xcw@!=d1>{0un-pEq#7a(7#G(HCVbUg)N{Tjfg>tXw znmOWH&NhFly4}D#*o8iRm%$u$irRTATI^T+L*j zQ=$-aO5*bQkG>_+235amG}3yxyC4v4%bkYC#`zk35D4&QD(>y=UC-(mFM7-oeT1U4 z-0%5e(Eu7t2L~eSZ}owp^PycTAQ(ryM8RL1{`a{=SQPp&24cF@l6L-3^<|KUzGq^z z7J)zlYh_DiCGaTkhh)Qt#O<1Vr;6noX*z`ipFgytd$3BCP1oqR{071(VO>CDGf)_0 zHb*lR*K2s2&WY%VXo?^*F*7rhlS6{!x3%5htOq7UM>qUQ&u8pqYf@t7!_~tew^}~S zC7C=_-T1Y+-2|!`xRjpCIGAZkuNl&N&&4&Rg$|HzQxt824N58+CEm)qF@w+dFlugagw^UXhowls!a@t}ENc~8x z(y60Q8v*LF;Ar`Q2#%SV`5!IrO)27FBI59u_oq$s|70_hlih$@1N;>Wegc6&ncW1r zFbE121W+tGCF1ii_r>n9n;>|Do9pqqReVPiQ<73a{;jPD`U5l4!oyIxr#Q$p6}F9m zCNEYLAc?RBq_aSK(&drjfsT&uAJq&PGp{x7eg-QGIRB1^$81plZwVM;ZayZMFxd&# zAt51+4Glmm+Hz3CK1NMhi8bq(Uyz?2x=Ul*kveqYZVcnHni#v_l~yI%458IdEPOzJ zfa|~R9|W|t%oaP80GSOIA}kvl8zcxwYp7(h?_M5GgD=pFf87;>*@mxa-BEI02Lk~~ z(~La_esu_&pxMMqmK}9yfOkKatEY^V?OU4p&$tZfyPpOnFu`EFM1=HdP*4!ywg5yX ze1at7XZkcWG~9vV$ITeaJiTc6&1A23gv@(mtzXHPy_MLQ#B6*<20@5wcJC}(LMb81 zo2FSkxhDFDk9)a!dB!d-XF%y};V?-;rfN1kBEosGf$Hts!sceL!B_$y=rs&T2u?d$ z`qs&UCF=>*D=vYV0pVAd@#@wn>aL%l^>MEPw#%HFO*gDnVenh4(^DDsoVS+=5_o!} z+ex%VUPao_2m#)C!fv43XVmH2)ZHBjbVdNt$R}n)yFbL3vE<-~IaJd(1bYJfbN`;> zI~TxV)}8@38wD&@$w*WF+hI_u{*sANyXn(I85Hui*wHbqN=0o<5e^!v+VIrLhVzY% zj?UCzY7U0j+j=;VeVFtHudEn|tOa!$v1DEQ_V7k%RscGw|I^x)hC{vn?@2>bvX*5~ zmWdQj3rhB+R0u87(2y;pg&32aHV!o$OW9LVolN#^m{blaBvA~)RF*8^6h%4yw_g8V z{(I3im+QMe-{<)(_viE6_w&uKJnJ4S$d$-EN%KyPcR4ajChdm+s~`3Y z_tJJoRKGAVCQeh-d1Ce6X_#L({hW6%nfF*BuuJ04K6#HXU|&3w6i@M65~U#48Fk{M zerF`foNxD$O-9sxhG_>G2UyvUO z{0Li-e}S*YGE<-18>Fa%hF_BR^M=@y+-avJ>SktpoU+!R+HtCb@2(f?pL5lsX_~%N z);3*TYR*Ayp+T2kgfPyyzQnD*vAKD?QTA=esPaSC0gt6TT%lYwc^j$p*mem&W@mQHIJcM%^!WpwaHy<<`^_f|_RlWApc-d*A2LZ_G6 ze3jh>qHJulr+?}3oVX?`xALzdiq7Ue?$xyP&22OhehF+isWvmq-AwmRYi>x{V*-a+ObZiy43$C!oY3bKPZ&l8* z`1dBs6k@GTO=YLVQ$*Q2@ZpY=cXeE}bXzV{npWZ~RDrA(G|p2~WTVjF8!ZiDB%r0H z!*j2?1Ha0fv#Fa#E?j%OPJ`V6RyF?-KskLC-HZNrsi-m~^ zIoMn2z7WISg1fvI{F}dZvB-6vKbZO1FVMhRshw|sDV4=!GPAP!U`)6P@oF13#P82B zG&KBe^l2pG6)ar8L#mpY@@KO}=aM!GWHQ9^v#Z7^yIzXk$_`)Z7u8ZIMu{P|Pwk^v8!mjTcr$-CJ1$ga>C zY^-Xwc?A=XNJN3fCq3n)nF+oL8ryG!f`ZdvQ%ZrO+_w##K>@augcq4W7$I(cc`-NJ zM2vj<`vfHl1?(+k$T&z!3dm=#TQRa~TIc73M~}c_F@wnU!-q+W0%cKMGK^6qd83-z zrsM3y%*@aqlP7{EE=yuI*@5W?as(o8Y7_e_a7|IUOnCKjXyDvo8V1gAPmXh>_#zfR zH1T-eCZR=_s|s=clt5%*5W-oZPniAOs){P!m>H7yN$@E%&Lt_}O;Q@cJN z&J#J+J$YXw;<8Gqr|s=!3H{(g`pLU0Zy|5CUR!&*)l7bk zmPcHvebE|xNr(#ucn8KD7=$o3+6xWO4_Y`l^dKD@=d8i&FEy~=XK4wrm7kw~vO6-8 zFWZ_i*hFqSdEn+|aE}OGVW#W)?^j(-LlxL6{!!J{ls&Pk8X9#Kp~sGK&(_S(K&(;ZV=5L<4t9|{ z^;TcFv*#MM*xl0JKF#*waZFxZ%CzmRuFnTkg7N9o8iam?67nJ6S~2usTjs#9>IHnU zwrXr@3LZ#0y63vw>{xM2=zp_AlTTrB9WgY@$^(cBflS($dL{8bN=kw(*as^ql3x&q zlR*?VGj^;v=;tCx4Ca?k7pBe83{1`G4o7(~NudwYZ7Uc2gqzV6xy7X(irsa??+Aoa zD#xucd2(_RU`Rf-^lvs>#!wOYJ953I5<7Us$7DcerV1V209VsIlhbuK?_K4wa|&biQ9^|0#d zrvD1;UkOk)2 z%ft;62Cg7wGszZxyks8g7be*SMMZxF{)?NGU-;_Ip@m^PH&)$<8S0jo$2{Q^Vc<^AK>gr6rfLDIys5WkIiY3#Ml9MIH#Z5k+v9M^mDj(`mp$vkA z)hl>a*|hu{jRO;$@0qyaip!8JiGu z7tA;Sfpd>J9n{Cu*2nM7d;iyXRCM%-6PfaQW0u^V_^Xt(w6vJm&YGN?#tJ$Rj5v4@ z8*gske%9DHiZz`RiU~rswG|*>w4OnK3i8GJfE6%vE2^qMSyNG4r=dgsnNLx?lYFhn;wY4L^50v>(wZo)KgAS0mnMPs9VrLP;6nwpT%2Ad@#D~q6% zQf#$$hwt4JEC}FGD}4vxy~$1G^FUE}QbIyPfB|xul-sQy2t8ryWCdVD&s8^kZoB6* zuUwq)$G-yYYxUP!qb-Gzn}H;Vuvjl{<6K-reRmm4|6q*q7}H1PbnLQOX5pefayD_BGC)YciMJ+|1Bb z#+aX*#SSI+7gAYoW5Po(pMpA=~H38p)aOUNJFAyaBUPg#}0e9hpyb)cT zj^$_G19xtF^9BS*uQCp)u3okNz)BKHTFXOJTUN^O%!#M)gUTu@i@jZ#{bcayLT=`h zZ{_FSSD6Ms+YedU^gVm%-kh40o{pqjKj2FbYT}?`pC0W1>8=iiQakyM5dP!G54^Ms zI-)&2J!P&5Y;!cikywN-E-sD?9zOzRcfH_|2lpNwuM#*?{qRklQO^!NJ$bB4OfE9! zP)tlrIa&bUS6vm76(EoV1?}0;9K9^KL+<*4d$L*{uTN%$xHC?>y1JT}JcIWV+9fI| z_{Mad_`txxmeAe5X$;SDw0%GAMM}Gtc_Tf2rPamP0XGpj)`TsfJ*Pg%MFPPU*ei}a zd?)pp^>M%iELA`8~L&Z6S1wWpCxhP`TS$0}BF%G2fz<#sG&Q10|MVtmpo&i2+PMF;D+9kx# zaQ4YraR~`7yn9T8nNE;Aq@|^4%UmljFXu7QzwsE|K$Q+(#>Xu=tV29=I64G$(;`9h zHq7$!TQ)syG-)kNip0c3fI-va-5tZ8NKCd{h#rdetR4C`+Of&NfP;SA?CglS_OpJQ z-1YR~R;i&GZAB#2P9p#dN;1osfZ-t z>tM59;J4wINor(=0}Eel#|tnstE=@@RIW@VvqiT3$&rh1YHEV_0-Xl@*#@9R`uaVp zWw#W{D9(DfcS(g^7<1(oxgo;dl2%hD1w#Nnz7OYgW_qJ)`#*o?4)m>2KM!dN?Njg6 zsU;rxxPXE3AJ2^}lMgnoeBx>1ZHBuxc3$tgW52*GlFH1?#6qCt$vZE{wKiMkt|E=M zzI!)=DD?Yi2XkvBmiQ~+v;!}bY-jtU$L|Mq;nb?TW1RxUep%yBLf@GTcX@Z0jia++ z{ekpbMON?@(7g_v9k_uNHT$J%;*G=A&g*Q}c!RpDv3!Jafsy-Zvqej^jnW<8YBe3m z;Zjm&B*)^wLL0v~F+P6DX|txyMQcjG%RQv);2Nj{(hY{ijjx_Z^|e^JAcRan{z8Gxloz7F6>Kb_wosHVqIOG=h5k+&ki7i= cUf@6Z01nYlL_qi%0sr>xK4ALD#3}Os0F{vOyZ`_I literal 33111 zcmd42WmHvP)Hix4DM^v;mhSHE5($xR5RmSW?(RmqOByMWkdp33y1Ti{|MR@>xS#Il zd&VI4K5MTv*X%jhZ-=QUNuwa)BS9b#6j>PwH3$Tn1pTa2bS?-_Sn_s`gq>A`6KtWStBB;YPFh+kkV1xdp zaY%mD9MkY^s?}Ti=&?-0nm)qikesiw;eE=-(wW8uD;yglXLam;qDu8zTPj10o(@DA z|L147Ev59pEn70~FDt&cDhFyg%&MlX1GoZ5U}gh&zmNkjAP?JuFxVMWnlA#jM` zHwFT&%)k4jBBEm8HY^kpravhHIf6>;zd@pY{(;~z1ZXTua3z7BOG*X?`~UBwu>U`N zl+@wh_6+^H4J^RN*0#g_Vw)mHU}Jrq40F8=caL&S9#1q76@v^?Qd)`;CP7S0%$61@ zpsuPadK@Q1iKXK@D6Hr0+qW1=VzV$C3~TgnMfp%S zBQqt)0mamdV(p}uVKN(4d3j%(i2+H!G0DA7Im1b>gHj?1kwa1AR4TrIS0|6lJ%GaC z0W#_l#*SJ*#ei`VBvpb1dpm_8%5Q`borNLy0%8t)qY$+a{cGvUuPzV){%eN~y2JpF zl};#gq%N98pLifl2P{S)whNmTKe{73aVs%;zdzW|%q}jNgOzI&V>aLuleD%NAvBmd z)hIizys|PXH1x}5>mh<^A3N@Aun#cJe_uo9*sNx!rg)s3i9%#3)o8K)_lpTs>>4r2leur4b~ z$!^MpVa^|+mV{PD#vH=#K=itiRO}Gw@wxeL*j!beTNOTu22#NB9xN|;3h1Cv^gA4Ohf#lfWOBec1yNBk*uWN5 z9rCz=zYfyX$cC>0FR;P-(fz$8-VfJD0|PSB%t-4{gzbSW(E50x#x+J$)WL8ClYWe$ z=;>e}5j=iF8yhuaC%buZIXbu@Nc~rV-Ack|?c^cFI4IA-Dk~ z=m>VXssx5esCr_N-NFJrh;$SoQZ|8{yB;F{td?My-JzK=@Cz(FGa0zlt;y$_fLdEC zta=S*LgBEYh=$fdcNPUAeh;Qafd4EyRS398>?dU-QDcDojS2c$vW+7(PCOHVW7F9~ zCAO828n30StSmMbeRzOu)ISUlO&2W-5v!m|%oC6I+{fi|A3YF{$F20ezyDMkAbny_ zbXMFP8m_ed>!O$pPOqEi-c;%Pr~51M*#LHb-_dwJy zm(-cI505uYf;>)!1y>B{ZWa8xpTCLgzu9}>bNzmn zMr^+U3(C+y;F)=m9xJwxz&;Az8wt6|GNo+lELP=`)_!f58f2mkNB4I!iiBtWpst>a zH&%rpA6r*npa1RK@JV%9+5OYaYH7y$`nsN;9#L}@JT5^46);>%v3xFnCk#N6Se^)b zwk}32>C=J!%l&?NHF$W0wrWTsmGWP4l6)^@JOaBCorsGbhcgCO>mG4wE;)F+0M zlk?=q%}Snlh{xrw;TfW4)hG9h5pI32vtQBLX#bdA3*Ab57#NX{1A&}&!;{?J-&bkZ z7yY2w`uq24f4aP^Os;x%(Gq29##B{R)zb1^3p)pgdZAh#J{f`$Y8=&u6L62EB_+Uv zx?FzCBoLL5k(HHYVq!{5OT#9yv9V#KrPcc3;r!vl2Svq^+q2D8p9h-`rYI>JSkY#n z?`{(481WGi4W_$Jt;N|MRzt~*G|JfmK96oLF4vm+-losrqX@Vs+6m{A85kL-EjTD~ z;|ERXlH~GK3=Z@q)>NwXvXrESo(X@DZ$SYcjT9u7r^3O_jq~>HG;kmulA|GSyl$@# z=N*3rqipSTb#;yBOYdxLDP-|YKc?kNMd1tkJo>{S50e09Z?tPIO}&2o8Wxh7N6G=* z22SRhWW}`ASQbCG{f2}?ePLmt=gsl9vQCXbceDLw$HOr{x%_5d6fzPL+vq@^DuF%u zZX{wK9+E$BBpCKP8!4|c5Xeo<;4njyIyMsduVP_dBbja_4q~zrI%owpe(oy_~YCTMrQgynzYCUyz z3E0;d&=ScYoJf!Z0f@{7C`tzpRTL zNXkegV>4)>V_?`HEi|C&u=v*mq#VEJ5f`mdDf&_dhtW#BATHvM_2!N7r?+k14=(#V zIQm|-Kf`0u3t(y{i>Pf45U@9~C2kAz1Ys#<5GMBaQWX^ezf4Z$1K$1@U4E%Pt&OxH zu64A2>0(B~-rIlig{_6}*%LAq5QoZGLO}T}YVt1#{1;yGSynas$Ax;jO-?Z(PV;oK zAcI&BeB+$cGcF_+e1G6%%ASqB%7sAwCDU7hCHfkJZHr%V_VEC?Nd!hd{hN2+JrUEY zc-=}9UT)9>DYo9^wYO&$Z2sSGwmrI1i2jQ=7w6|{rRvdoDMWi#BwnLIVF!6{UY!5s zFI~y1Z4r@}EO%?-?Af`yNC7D-v9VPVu^<@2j<`V=ziA>B6BTPER5AhK!=mpETh>H^ zznxft{MwiUTS13@0HF@Agbcys{#dHf6hK-%QMRv36hQPkNm? z%MA;@Q);>k@eg!*#X>O~=R|~4$G$Q3Z#{H#NgkqxHfr7Opu;Ji&2178Y!pDS@#8tU zIji!sPrd>k^JfT}>t%Qa$P;*=Kxh&gz4dNC5HXQ0Rp;{{EETr_sws#M4uscK5UhD#(M#DF zX^HT`gB!abad9HFm^%KQi-%T=2ttKEhz_^`W&*uPAR_6CfQSUgu}OyAtqJKN0L~iM z(6%pO(1ccA7w>VAA~ToGp^xjIH@XDDA1JXLB_@a-+F++#speZ>bP(46kqF|^}&LfLi({GT93$|#qT_n z;B|0#IMQXPE51rBA3Ioxj~n>@Je6GO_J5=2!Tu(uSA*6BoXAnC>V<=7X;w$ zw&0_rj2{EeI{QkdnLZu~p1UI2h*xSPcxJn8AU-g+u#2aif$;c;;<#W5HOW?nn&e~cYm}QL`EhS(xpSc z3?))-qx+-PWGA|fY=0w;V$8bXCYs1@+Uf*KM5Aa$E6vEr2tvxiffW>v0rHKZA^AL& zwM!>+SmE}}*TVzOEcj8|7h}RNH=QrKY7QDi3%ZpqVd24*IUdr|5sKNR(~ZYV_T239 zIZ354(HQ*_5iyVbI+e$^kAw}a55+kiRiE}c9Q&82%L(3KQs(&VTRH`Qgbe(C#D+u@ zy&yrpFL)-Z#D&sPQ=4rMr(Hh@^9xf?PC`Lesg*>V9&S$fJy5R6$;mes8my!Bev$mK z;9y|0#AbK!vRSFqiPyEijSodIHTm}eyGKNf-^HzMffmg`fa=?E zDWYjklhO3V`8_;=V-a9Bnt8XCpd3xe8$bP0onZWYpC_=PyA-)|>YA(w#DpcqjBpW| zDd?~P?G?pmB8wkIO+g`EK3!B$Fo#8k*$mWAOXSxFG$uLm;kvp@umlP3A-mm5`_`6; z%j{9__nUh%v-a)nZ6@o!H)|QounO~tAg^#`QD;fa$$3jef%?I^-Uq+N5yi! z?`^+8Iz6?2Y**=&Q)M&qd#YM*8397C*{YLLxNBkW^j)j`N1J2+gQ4LbyZLA)t8s9b zutgw*>+@S7Try``?9RMYJ7ihPc+@v!P(GIXepH1;Me&h@Eu|W568)iJEfC1}bPY(Z zEvA^iBwSFivhY=Ewn4wJqDHdM)xK0^k@H_US3VqawzQ-|1mp-MB_-^IoC&f&?oYAY zy5i#EDQugFrz5t|NNOQQkNy_6KMhz;+ZcO2WTCsO2jY;*S(eZ(quS$GICu`S)D2)flhDXoUv%AEZ5{VGu;OY;S~RMp%FsQ#bwwR ziKn}iD*bXLPDR-oil^*n=kf+fA~A#8?)P7ZZ{nB~gw2#t9a2Z%DWjy`5D<7)H|(x; zkji;hMg zdAjHQ6c~xIW}SFLWyz5~H8o`{-RWi-J{wNe;e@K4pwU2G84fFjog=bUmV3)IvXt&D z6PiE0qVuDbl~U_+0;{?NW1<8@tuCI~WtM0O2b9D?uWa(N?{Oe?%3N`nCA+w+klycm zZ{iBm*v(x)!E`W-CcEKm#GVaVJ*0LD8@B8>E_8-I&Uay@yXETKAR}?Ud-rZ{Z%_AqvXr1RL!s6R z-|1~D?+S0(BvRdj#PzGe?`ZmMDI0n`UZ~*VEQf!##mdS`LGe>=bOe@;g?x||8(o{v z{yzGiOsi#LSt~j6z+92d;WE#`)rqT10h8xmzSeQ9$$ErsAcBo=RpP=-P&6FuQUsl zAph#SylVwqPj6ozG$f)cbQ?86ajM(s3age+OW@{%uBe`MN7di84uc|AMb9te1(xpx zT#u@lJ5Z&CU3}dwz2+$1)Y^toQ)iv2Bp-%=47$tD7v$&k8Wp>15%DY~ptQ~(SJB1) zK$rB1seicc3u*H4+}s>cCHkGI%SxxQNakpKGSjT0dWVIyvB4PIqoaxaI%`+K7#jWB z-W$MqFoIg|)jhf*5>m*A40$kuh{)yh_IFkggSL&?&?C@^Ky8c}R!~$_R8kVEm5feo zAB|92RJ09petxH2l^9|{zBPwA)y0-v2Pf3mk&(&=6BAD}%1_gRx=?GoGb_rY9f&sF zD9m5N5;PdjbQ3hDA6nWogs)=omd@{<71@iu@d$3n?}>In*ne0j#F&65@mf1LXfqqZ zf6(<0?~e!%my?$t%mVVHOG28KsR5+89Lz*H=?(DX{HA63SlgR&)3w`zBWFbM1JJKH zg#ein)CK=N{Y^o!o+xu`$3EZ*BYfD1ApVgv1mjoG5rsEtE;VwUxcHZSnBphPU04>t$ zm7QYC&h$>OFrWDJEAlpZ?8c6~@+0fVZ!xt8Q2kR5{k-IqI5V(%NJRy`Z);aULSK8s=JalZQ(6Ct;4=3PEWt_c6h z&Q3eOWx0oz1=`QN4@bQJl@v9)q6cq_0gCz=E)53v9s6bk-V;}3OyLHlMM5Fo8DlwD zK7S@_pP9gAX#LMLBx81V_EnFA%EQCM>ui-zpB~4hNwNezT^?`GKwSaqfM$okNJ()N zQa1gz!bmkNBihM{+1c5^E%-zeui5YO} zeJ;w850nC9BD&w3bo7*%ZZFQV%a)WvB4P_`Dqz9 z9ybF!h+A3Z?y_(NF84*605vBC``a3Op%i{s9=LE))Fqy+KFRn!o|zK(2ep%w&Na8i zB#9R|OWE!^whUD!r8y@ruD>&AfJDwOF77_sX!-?8Tl5)+J06m;lGD;!bo;~gM-#z7 zE(dry3*=q3w6vt8`T|*3x>TYd24LN$qVjx-AJbps_w2uh%t{e!v!8YfJ0A#3{Iul{ zIm9ibe5F0lT8Daiwbr_;s=}!9VA1aa`UCVnZ#@bwbqhp0H-c!l(O?hefVr z%xqig43~DsrXfEw0V$sMf&U6CD*X^AHW_CO2!mX#GVZ3JjeYkF)q3OXp=MjFigL|~`KXy31R4ie@xJjy`ju?Kc=sOnn7k+)w4BT(1PSQ0esJ9e+;s~4u!&>Na;7`3*tuM zBHLtm6kUW>kd(`-S^dtlJ_7tGGgW^tRsVLaV&A8yculGDqJGxf!)Tp!0;0XA8K;J% z9dzx5IQs|SpC*gkKHd#b^Gj_LFn;>8VteQ1J6*ZYPska@;XEQVum0sgXkK^GT}xU* zv%IZ*niIya@v=%|Rzb0c^SN8Ac0g}xcxP)nT>|@YYZX7}1Q};degSurwSnmK!P{HA zSDEx;Vtj&AF5}-|?*e@)^=`WH$?)7}P z1A?tMe6#uS{#z{CR}dE~4*nxPNUASk6MP(1B@@em+EKkRvXl^6(XiV!Lge$8z3eLX zjmi-|w%|~7?dcZ@+FxR*jvk-Z4!<90w=`_;{f2*8`0XX7Al$UsUlzFIt!N^D*#ZQfk~oc7FE<;? zgI|XN6^rf?#igw zYkL0Y`!Bfluh~vwP~jCz3t7@mgwqHMaw#sA$g1yp=_ll%7@9{9MJGN5UAxG?kfr;J z1zbfEDlW(`vGTSzmZ%F0je71vZrD@sH9xm6Ycc|#PPlIIV-qJcdj;_z7QL8MQ1FLh z)RH1GxmE9Ox!|CRy(ZXdmW%fx?hTMj0Q4{GWLlwzj)?-kekI@%JT5;!=^L2>zE>X+ ziv2Eb&Wt^b8qxF2x>^V3&a9)ORxt?=7vA6Re)19L{EL3mTLQZqA13AtFBk~$!k<0g zV-XNU{5WyzZDuEar@PMwQjb`4_*jte>;-h1dW}aYbIN%pKJ;uPZ$}et3JD#5#e{_m zcdbO`bt)UJN-y}ae7<#<5u!8=##;B_o~$}Y0ok`_^72jad-!qNyVr;i(aQR~`}{K+ zX`h%}KBpRmy6!vB$kc9Pko739-lHm2ui;z-SB{K~MC&CkgI+gZdT(!U!0L}q>nyl> zh&AUzD@W!yc7!CL;hx@4jY3Q%_x5QvN%K78ut2t)E2VF^mDRkA`7Q`h_QKp9;;dyn zsxvA6z13_6iCd7VrX4Gi6LG=m{-U8FdRvWZq z_!5CbE62GxEtLAG>$nuZR4Je4{G|p#H6Mt7gamjCX1Ul|4*c8cg5e7kkX)2oa->Rx z1FJ=QPFP&zZ)pD%WW0e2X=FlNb!~3cGUr<-r&W1eQKO10q%mKO#5=UFc6u`n!CA+! z@@Q3{K3JNZRE>>|rr_e589OrawAy-QRAhz4`b0Q+?1G(^Zq_)o%^uckMD%Hd4s0Vf9k0RZA;s`y42Vc)r;({YZVRMNcTZq^R@xPFQI$zG>KW zx@ZEV4~HJ+!UM3XL1N=eOH1$gH}k-O02JOSKAyw;Mu?Cqg;X+ZSroS`r-x_pb!*ki zHwAq04NAK-WW48*bRuDmt2!*)v`-N?y}BB*@3?oICLg7dEj~DLF^*DOTRYW@-b?Hx$4>mOTLk(YT3U0$ z*emR;$mnyWalg1$7zTbI{p%SILR(zX_$;*x0@Whh(@KlGbSC@5Km@EtPUwa9a#4iF=C^pxD>%J~>YLMw9!!oAQz(3DJP$dMNUe$40afFd31PIv}H| zg6OYon;6;-QvZ>LBSR56+&cQWN*mx*LkD1Y>h>b*boFJPcb_nKj~)NzE%kx2`>2V%H?cNf}v zk&Oic6Pn+{%k9z}%OEmBylP)4rV3E|@J8Ig3DB69WiRCOw8f6$KOIrFx}?{)k|1R~ ziGThe_S;O;hUw_)(~93SX7txM*3Hd!xYXuF*VN>`|l#fjBxVRci?<-pH-yU3gqD|Y*spb(Dd^@gSF12pfg|`XVgosprc~~9$ zism!3pYBS`WGuK4;-APgqIkNk8burKeE-(6@Z0fn`qfQjG2fZ{^UY9vaftm5Hl|sz zt|okI?Ml?-etOQQdt~qawYml>S1~L|?jN+K8!S-o55fAM`m*!*K(C`rgsuxxaFX+V zKlx%~+C*G-+YgCG$z-3>N?-qcjgi&1#uS)!8l!_f_C@$yMKT^jP7#%I)gk zer@WsowIXH#A9A!u3UZaP_6NFI&|6W2U1Ul`;tD!k*7%r>kW}UIv&^m!2%FP#I84@ z{XjonoO}vNbUdusa?)ySEYSDkc1<8N+%a5UUmKTJ&Z;a+`v ztL>hitg&M->Vwn1@Oe~JE`V)h^cQO);P zzfIcDaofX=BmXAu6VNl@m@Zc~HoS!Cg)C9(5LwUBuPgC71k$|1yS5>-_$cw%P}CgbjvUCY^g=` z>2SboPW-cHiCxJmXl|jRI?AaPa5r_m8&40v_Vo9^%BLoy&Mk#9lm+!iJ#+K{yLsY? zv0l~srBqpY2xez?@nRewHjj-=17 zGM~8%%xOg-bjaOEZ;*U!Z0uDsoPVgMf1^il)|6uAuQ6LO&1o%v0`!UM1~=zD(XQFL zQqbNTFiFwzu&`rkT(n`J`Vf=M(23x{$ysgp5BR%ZeSJRXgEY#5SBWx#B+|M>9Gp(H z&`atjO$C>immu2bWtiPHFiS%IsH=HD-Z{U&reQ;gX+(KGogaBK{N#2tuA(O0LLABf z81!(7po@l!T*S!KOmfK0xu=XxQb}j|Xf@4T%6wguP-?fjz5o+~KmXRu(s|_L@^Xbd zCqG)s2NzeWGGF_lJ#%hl2t_{yWNNjFMi_ThHuD}W`;Uw7&m+DhF##vPhg+VHRrer4 z!zubu@whGvDFJh@AN4e+?xZm4P$vvF55+@PO`%0^JMpjzP$m7C5wPXu6ciMcl}`Z6 z-CaflCodXNGA?kvb;%wDT&s;@!%JbHBTe3U_}!c>(LJ;*SCnJql@-`OEHT_C@iEM> z@Tn=S+80lACfsiz|Gg1R(hCf7khfZjhyY3l>N}e! z;SNLTUwd@#?ugXVFTwFGI152TLkkP^KBeh$O%p+XwtICGi*5!wQANeY52#4>rBamI z{g>=jl*I@TtrCpyEyTonSA_E)zU@65ArWyxL-Y$hr!qs1cA7n3oC_6&ft(+&m28$K zKFNN%&NZF&iNC(Q?JO>OOuaqaMvNK3vm$JiDvlhL6YMb+9DkQj?|2?!lRj-e^erHM zKyzXr$fssv#1O12zyq=!9LdAU*kYrN<4RvHf-A6=)>vN89jl=Nx%nE! z`U>He(gHqiXOcl^R&x5Q0TB%=348mYw1KU&iJg2f<(h7SMH$9A(5e(V2@ah@7AlZn zHQ@b1da{C+qnIOvgpCc?CKleUA$m|a=+6k;v$@oxRRE<_s=AV6;!tx2=&yW4JIImeD7Wn+9Nn1o? z0v?YlO%PfnefA=%Y&g&n|ewZeuu))EFb2G)o=$s?Z zE1Z95eX*H5O~g@ykn-|sGo>V?=&P#6g@lACP#gbX>DBH+KxF-8zyc1l6TZuWlXr*( zM|w#~$pnt{Ea7mSr3u83KqsbFekN%P3;b3!DJ0Bu2m>qAaT*?Az%aYlTSg$$NvcU% z!P6E_-+*HOz8)fB~x*G zCmqxKy2aybj=w8*qR{vU2LUK207U}rKJbyvmdH~nQ7_Z?xieks`kF_ek!-hmusvb& zK8nuqTpl&k9D`VQ$$^?LP5Z0@QFv^5(R`G4^DS8HC)e2hMmUYMBDvLNld@C|&oxkw zn}8>`RRwZIRz2DBi|m`vIk(R<><%1cqL?Y{5m| zJ3H(KCqcecUp9_ZQb3w(uW*rdTWbDBN-HxnU3!eW}lnD(M#4v-@*FoX9#5E+jQJu zV?Z{L>D^Ugoy-h~y#1^KzvTocvd?0?pfym4u6yO1QWprD|0mMq?+6XcKLi_PJ%^>( zdfWeEzwZCF^+NyQet`HuQZB4zlBQ!d3P!Uf({L>_kGqk${*EL5cZ5RrA7J!FodUXt z8xJ4$nLkjWaV%=?37J*ggz4W9SYv)y+@r3O(ECX%|9=5J%*@OYi@(Cc!mNGg#HUKU z9`yKhq=A1D(`=?Ws8frf?MH3w=n<-yW^GtG`z8fD;hGdd4U)j2nPh<<1#GlbhI2*Q zYK3T5DmlFQOkd<1RB7Q$@oi`EG<)iJ0tj|1;br?&G8D>qm3;+H677#|ttN6NCMQSw z?=iH=|MfUsssA0(CL%PX#95zofwIqzDT^wN53o!yg!Xe8#uu3xQJuO_A|O4<9lOPf z2xv(ByY$9pztL#a7$7?~jSu6xznSc%JxX@U;Nu9h2J;18$^MJzXHPu82}XbnJ4Fo@ z*V4T^+6H|v|Jt)iQ)1>xx3hl*=fI@oCUuM^tQ6)LWpkk=s(0qAtt}kmcNOL-71p$+ zZOwlKP@=~EAhpVez?D!uiIU#Uaqj706FSo8Agrb(h>is#fQ?>65{I@g4Q0vJe2++j8JF?JF-gCRrhi2I|Z%;;S>jM{VV_ zW285K{R1Yxe^DUTxsHkc??8P94a<>}`EU@Uc`NmoPqI}#WL=V@nD_yVOQ}o2v(q$YGl<Ed$YNZKv(EtuHKEaTcLfRZK0S^yv{U-_9 za?Qlc->|K0FoRf*Z{n!*`kwpZecz2~9zFHNjaC<}wzHf-nif|Z<{t-qmTcq$r#x5_Wv0`LkpvE23IELqLBDih~ z3&7BzyiB(iKwk-z{ahBm+KFLEhDpA4I``Ug@d{Wl3q~5(9W#aEQ5_7kHm*4P;bSaV zuYTE9%MUBecn9LvhSt2?*<5BGA$Q>%oGgTe)ZJ^|+!IQq;`GMXojj?7B0Ujw;iVJ0 z1|n$^2LD9vfF%)eeApe1?7>;V+?>`tJ8L5Ta!ab_%SpbIl>rnfw=;8uUdgAA9&bVk z{70XY6+yoKHZh(B^pMX!dBd0d7jBct-!+6uHbww<%HHI}-eadSr;E<-8B6)$9u`&O zZS}l_ZTuyX{puavaLD6NIP)r4e;a6$k@0_XPeg;)tByDVnr&EK}8$ zX?st8Xi%}XN7&+*Kzs*`-%j$43G2gBZ)8XvrHD!_A)0hPm$gih(zU{Cdsg)D+0Wq$ z#L7Fyan5zopa@$MZhOa6c#OPUqn4g3;(T`q3Ei|^*nq}fl+*yS+~7%o=7E)c+Lnsz zCHh)$(!Qegc-H>D$$>6}WGPJei-kUW?dB*?NYo01>oyTFCqgp!T|_Lq(+zMSRw+!75e{^%la zf6Gk(ShQ+v@X~fu0BE2Gxled)z@61nmp3(B%74CvQpUgWGK+(C{qU<8fXz(!CA~|; zLn|)kC;VSPB>*o;1k#o$WYvPce(Bf3dU|oQg!&SaI#+o+Y?VR2P5xgaw0>BdXUf9WUMzd+ozBCRY=TEPP^Kn zSv;;-3KMyAvDf^(Hl8gy!W1NPD;bXuOQ@USYp6~9Z zW>K<~B{U$&uEJ3&)vN&SSoAppfa+%eT|z-YA+np=76Tw3z0{mAe4ro;>T0@a3BJY$ zwM$dpNZY!j#NRKs35jcuF-??g_w~k#b2wyY@Wimy!66}@?zMKjKhw9lUcUEE zOrLNXGvfqjBKl3Tj=fZGxvO=2@h#C$r@#IEmyQnoEtA9V{CFilnJWA2`^aVB@4FF5 zpwoFuATjh;CPBziDl4O@VQkLDIYsEVXc@snHCN)4{oXalm(f3yI?=Va!q;i+`@NY& z_Y)4aJ)J*xVlQ>?C$2CsFdjQt!x&Tve)htW4WDF9V{;`4UC`=a77aG))~)8`I7;V%Rlrm0@o|67*Y`N7S3x1 zZy~V~a;8c`8WS@4+_2Mk+g9j zG0a1XU5du`)`ixoJe=$jXBhrcKh?wsRJE3FJnR?g(g~W&JLw^z`eai$NNvx{XoNDe zZmSbO4Y&JhQ}S)CuZz}Efb%8l1n?5Wsb>B}IV_}aHP{VC45^qE*_kR%i%H(?RyKz}E=U zCjnQxfkRd=Z-t!fCPl2f)K2Xhiy#p9gG=T5hf&QvDl>5CgtJ{IdJXM@_;D`wgmZFR^8J-2Rra`zLfUs^_6TbnJd!u4bY0+0^`L`2>jy@&~`ANBNB z65qWCFh2o7!CywTg2{#~xH2+I1)*MN7`G&2)Z11C%#77{y!H1Xj`wB$e_Y4n-3F+E z$omdnu5#)}e>+N?8$eD8@jf$roL;R?d3M>K>eu|cU+&#^ZM+j~z~?)Ll*D`IdLo;o z08kUqdf8vjvcBsD(0K}POTUzWjW-o6G?9i47p$FU`K{$$f@aYR$OfA^7S=E+ zOE*b=GhR`2a9#*ZJsU`w{q~KVCZ39H)9t-Ds66#yb)L!1X%O80KJ#5!d3tn_3P#unUK=0!Vz$EdBGG5= zS(DaV@G-e0&izM<;-O*FX6>?-o0sr0Qy56e!_ht&*c*5{*HNR3BgII4q0hyO(I;e< z0jkKv^r90S5i#_`^CmJUcXBV=W51M9r!iB&{TyJ+0mMh&`|529Jzs=s1~NF0a5wZx z#GfV{ZWpq|zzUJBXl5W_tK42<>U3+>VWSkNi?6Vbxqss+Agu%qi4&M}+}ip_x#tmj z9924rRY4*5l z#sZSp?Lcik7VgbFhT5NJ{#)DIGYboH%k8cw*!aa&e?UQg>5m~RJo-J)HwQ{n!-sEmOC&Qr zOE*5;9nE+yo-R&gP#)mg5T%Kfnc8Sj6D@cw7hu4=2QkJzM|M5$QVm6;4mG}FY7qa; z>3N_U^ZbK$XWcHsDC*{@+b)KA$R^x7Qqna*$J7WYoJ9j(;R%bDPy0L^HBF5qCnp~- zx9JE>|H%^vy_62GyYqVUv3O5#bi4IyTw5}foR#$~L*CqUtT*=B>CSPo$Bal*@ve88 z1{QL>^xL*{+#@Pg?BesM9tz9Vbra)3*f;^6wItvBA1*RFT>b;`?gT16Iv(6f>N#mm zBdwwls0CO1^Dse2g6riUI!$s;Y-=x*gm6K*>5;_{q_tk{M)iEJ-1bs;!w^wk6Fiq& z5?ncl7lRRvQ$Qvj3=uIiqlPR2Z2s0@0zgZ{`~80+?@Rll2yVbz6sSaem-#V5`2S!j zxaM114lVU|$n%t(oL69H0UE;;i;_@3XQV2c6$(OCTyBY^gQTfLx4MOV-J=F3*15+_ z3W-^h3o8;S;s!VGtoFR$IqUxkch`{9vJm5jmrTtK;Q|-%0e~{f+ETOz?haLbq!z zJJ}gL_C^vCy%}~Lyzb{)(j?xOv--Ze&0q48$O{0*#vZ(lK){U(0jOJbx~frf8gfBF zK`JULQhTxIC61i#Npg+UkCA0#C#^KC=D!wgpotu_BrAYYp=-0LE0jGQO|5eaCza=o z&G|sS;Pi6zv&|Rmb_Id-POeEVBtt0 zNe@Ktv%@`Y-?r@59Irx)=BKp?$tM!K@GZ0|`egWo48=~}O0PZhlA(m_OMA`VUhqM( zNkUG~Lr(i9h;`=1=}pJ0cNZ9b<0P+<3?B9WzD_^GUBBg{eCTdP9rT&2M)l(mzUN!(4$DGU1U9J;qr&ZgGlvbwTLs!vDv z5jsi{TXf=*aXSODM){p=afJIPOwXH&j%A(tXg96yQK?2Hv{RbcT)O;))eHrt%An0c z&-}SCA$U3^dG&tL^Et1^+seX%6t0ozB&UauvVelr3Jd*4%2N#% zVj8jAAk?^pM+wPi6o zS?3eaXKXqaTwr8bu#XMi+xj0rzpNm(#*51mh@JOBGO7e-^_|| z=cS{AtC_q|>w}2>FsrjWG+ecclVehO~7-)nV3OJL%aQ1n;#eD0oqhEV%ti z-uJKjc@o$$WZ;@|b*%anX6L0vbi3BNTCK@AzjMW5F{1>5Fr`bxJ0E(ja3OwVJ=x&5 zd|B~GRNbTZ25o^RVM%Nfo}YGc40ucC>@wdZN+^qEC^g-qG8ym$KP|i7l8nx{^7MB$ z$PhD}YjW!HTRsZP9^xpx&k^wSNSrK5fP>7}v%1cFwrX)Oi+LEpc%Hy;cz3|**bk5s zaa4zq(qH|zmi`C)89eebct085ncZK4ne6N)asNv8<#tdq2Ly(tpDzkCc;B7u{thln zjuoRU3Pc38eSMAT#gp-VFx}Y+2MN&1k4Ox;#GUKhPx-VGP~fQZVthtME(Q@{bC3x1 zVElZe{BDoG{r=&K(1s?Pf@V5v$(ZU(QKN|@<%zu>H3lf; zn4kc;aKw}U(?*IqbY^y&;@cP8NtH0l1Fh;_>R;Ae?h4vd4tEM8-3mUgF|>zRl<)dc zxolsIGvhAsdGR1JQlrp^a`u&uXKY?Pueup>%)eC* zVJ0;Pz?~=#&|&*ie^vdd5zsC2+p^8=r$+x`2Zjrvu|3u4(dWj~@WQw8S)oY7Zl*z6 zAXpm9=S&`2U$A1{GawG-9u$+;@-t8(pqsX@BOpl4e5rRzoRy9{^N*2fC+U>ab6>ep zw{+(m{+*{Zp*(-F+rY4y54FvIDOKV>x=5MD_0EaCCR%wUDAqnvpNU>xp9sY;T8*vI z?$6_Syf2Xao1>ke26TXlvy+o(RdcQ+C)TvZe?=7le=kE}KvN04k+E&tHmed_ntmR3 zWzN>%5wO{lfB$CHEvhEh->7pfx6qSb9-i1&C@Rvr4mC~Dw)1p%^jG`u9HobyL;Ch18yg)Yw`fRbll>2ST7GN-d$ zqb0}QA(iwR`I?ZobbG1FubKPvZ%mM|AI|^zsPX9^os0~MK!DNyTalpS&r0uGJ!>XM zA*H1Z_%*-o`nZ8JDcl0{lcLs6#$@?##kBSt zpML{M@nzv(msWCpQMLE7S5cMyN|eW?3`8X#>u`7;YiU6aS}V{TrV~qEafZ zs^;y318KewoJ*vd=*V-~WP|W%uS}i6)jRF}M$u7?&3qjtRljY408#%W+hlZ3t)8>` zYhWKGbJ!W}V`*LfkJABMzP&ck$6iK8sMW8lavPyOfjemtdhEPIUWV~sqG77l--z~% zHDQp1 z@Z+kJ7YXEWW~NZLa-+`eVVtwLIG>dFjYO2g`HA)QSY28LjNeA}&V$e@#yUo+rKvq> z-d@xDFP#KL>)*3GCKwz9YZ+x28`w zVUsVyM90q-T4>v=se?xjs|b@bWh?=Uw%T!Palf7eAyF^6ai&dAd~9D_z|j?Crd*EI2t#uV`~*t!`;f{!EniN04-Y z(ZlM_1qx0Us1N8Dj1-3U2ztRXV_-6C^Mj1(&ykR|HH^KKiYTU}>fjLE|G@%y)|q5B z!}tj<+$X$MtiV}?Qpq|qVbk8RoeTHh;uxNHVWxTU3E;ZOE}1r~t14{G1-cf^ItwKN zd@&!X09&7cxB09|*4<1TB4ELElN%D5%(nuW6XBoVurLZRDAs(qznUCDL>64#Hl36G zDX)=}F9|ffpXDQBJ|}pU{U5dw&AN?FAoiNqCpm(m_vYbcgqZvOhpxh?hld<4)576FUDh>#-;O4 z$!Hy`(ve>7$*BW}7PBECE*GAmqlY{$|9sH1OMv7i|ND33z#w{-zoQ749`RsPrfCr@ z`~*=Er^=R*z6jG5nn9^fsh9&mv=H%)Iq3#JIxA0EIUXRSYW6@kEl@DENq<Df5TF6aVaM~Y<7q<~1miVkYdm2JW&IhI>Y~H&#@tO2;be0G z@&b}*QvGf7;?;IiO;_c0=yCy~*nIIzj3uSH((>T4AaS_M72+A5zzEHG(qm9LZ+5Jh z{zs+8Xy7`>g@0E$*Qv+$>V_jsAV9ev@t7S!x~zM*t}9S95JElk4R3er^T1iQ3`MrSGH|@6N(g5;u%V9ubj@hz{l3DUj&_#ts}(j{VPbbBYhjFi;GCkqLE_ul@HgmZQ0Ob zXidb6S{kEkgd%eVKhJbcd|l<6KOgI0RJs%R{5-am^e104F`_$YNH2m_!0ZTA(N)6T z28SB_H0$cI5|b}B(1`y}X>T1=_4CG$9=au!?gI$YDUF2Z(1L_?x1@9nNJuv#h=7!o zbcb|zcZzg(-SzXG-^`u4_m4Ys&p2~r&N;jL-hFCc&+hAqtGu6ZYV2rq8yB)1NAvv62J*y0%(5y@S0LUdF#mkTZV2!xZz!lBX38g29eh05>|0|Bl{=$KgI z;#BN5;>+n?RV$$ni-|a2x)>rjUqNyIG~Y|Dh?V2MB!-q%@B?dHX{FlV;s;Fy=Pas< zhyythQF@O-HzRg^5{5?S!9(O!DtL-NA66+870W@hl)5{nAl$3IYhTBI!LFk)Q-2dw z+cyy~Fn7#Z9&Pf9;LBXMCsWwn-cIq84Bv@;>;1rmbi!v$g7ko_peu_^{m;So*#v}l z>TQT2M?F*@`o0+Rh-5jOV_y&m&OY7 zZ7Jm)*MDP7m$Yc%Q!VI^7d zl1*Vr%^{%_NY$yXO?@L9wFmO6iP0}4f(RR67WgO+#?RvpY!_sNReLbYhXspus&_}e zzf@U!qWux&HCUM|@D!kn75-_8m%u?{#eFZ9-kxgq0RUXSY-3=+gyWv*w~Vv5{+%Ht zd}fep4f_>vQ7!E)d(cs60QS#X0=~pjvUfr$6TNY~>DIbJ-H)*`SaDZ9bB@;Z$nT4B zMtozCZ5iaw^|?TE^nkag9@8s&t5neXx=_@rPeO24`zIDe!XSr1e76vD&UZvr03&rX z8e|)cTMT1$87}C>k#(4lS4pT)8c&p6yUAEEaW-Wn(f>1ViIl$GOJ9Tt8;Kh=lY|Po zTOYty=~cRY$LIdWv?L;^1rO^r~kWY6A~O;u0v%EuHC|Z*?Dy(*RZxw!zW{B1b*xt3A0U} zo~xq}l!-%X!|o9z=uVgf%#8iQ+!Mamv`8P67WNm}4q#~x*iR)d+p^l1u-P}~HWi8+ z*gtP6T|6Bpz`c zL-GE*_oL_FJ6?YZleCKqYv%4$vSb;w{8KxCJ#w`$a=PiA+GcdCp0Iww;iLbhAv;H7 zeSgU>Wyc2s5%gcUz_1}dZCt!X@|WJ@z`ym9e>}3R0L&KFe#1!qbN$PcfDflMiI^W#CsYf;P29Q1cx-(ooA{~n zwcPdFj%M0MC>3*l5hcef0x)taXl$&{*k)SM2JpUxEheO?;xDB-LVr@vbXZRXLJ@Oh zudlBurb0y^moaom>N6JeMd;ddY`^yLGmavGSg2I06v(HwCDp{%@ z^|`>m)z8xzDRpZ!NnBO%~kr-lxLvd(uKk z)`A1kZJI>DuK+CEE-3j7RA!c^JbtBi8EKVv~>nXlBIT`qJyr#R;*0mh@7( z7)RTN(kXFN)-8~bfRJ#O9q$^@6uCluU-#{=ByLz_NhJ$hFskxG_vovZI~szWAV*0T zd45W^n>Do9DA;qn5%39#VKbkDh>ITf+6r2&2GbNpGpDOGC*St$ozn(g>_yQDT%tw$ zR_xKkL^jQ#Bd3##?-M;zl-Ut-#x;X>C}pLoCI(0*?i91#;nPtjIAfL%&aFWYIeODw zOHzMI4z0ThI&*)XD*taVXLGSdl+))9cJv){k2q%m&=Z!MlZJJ2F|j_^NOTBhoG73b z0H&rzqi|4)ZtV@t1pg*N`w?6-d7EwD-kTtGg8z?JV~q5kGIRV%ZW{C~BC&V%L*F${ zG+3(joX$<=62e=Izm)?GwdHs&CL zdkLKC+go(!04T)aTw~dfcN=uPpZUHB5H#-jZ$ogTBjt zmzi&~2?%+0hp47dskTy2wQ2jMhBfqyaQ1R95cX*>Aa`_xm2B*fmo=snP*;#q@9L~D zyKke$J^uO-Fw)LSLC6kDlCAycjr!XRETa~|6ypS5Rv zMB@uXc@7tOqwQ@mdbU0s@okUsB9ESD&zMr^ivZTN^$TrdOc%lOVQJF>r^V$yv3oyf zG2L3?_LF9>A5o73Hy^+gERaDPp$DO4S_KAW@l_wY`6VUEXS*Fs1RW~)M{whS#{OQf zp%#6)wSQ^%oskO#C5$kq)2-URk=tY9LpQRP!ZPkJefflP zTz(^SO9kz0Ju3#Mh!dByfO7hmcKNjumTiU_)Uc;~bTjR9t?RlUd~fF*4`=&CZO|yR z=Mmy*dM9-#k4*bU13ygJHioBmpc6rp-l$gIXZH`@oGi4d1GD4&WMa}xPWnNio&NQ$ zMAx)&-s>tw4?APOQ)%j1qt9v#_*!G^q~?w-+WxDtWs~!m3xsackvEN|^A9#mHb~JQ z2CqQ`m`4+qPu5_f_b;T*OET55M6io8Fb&XYnTh}MD4}SKT>Zqj{UTDc+V8AoC}r9u zLmHK7bb>@rk1_lxbWsd1+(z`}$dvC><_g=XWa7PRjoW+A(%ATd0}Jm@FmIOl6Ir%EslzP5tyo{%rfmc>q4=at`K>KRo?|Jr_ zg|KP-`{0jLrxS8cDL3Bpox~y+@@!%bhj8!OhCwMjBB*%^93QgrtQc{QToUXKr*0*x zB0ZK^G|>1rM=^S!#(rb#>dEN^qFfO@s=(jebzv4>Jl~t$k9eZe?dQ7tMsk<1Gh*%| zk1Bltx6t-na+wGw0R-&CRO%n8S-#!;7l!IRN)dt$4~wr`+~BujaIC>c27lJU`et7Z zq#Q!)-Q{n+LhscNIO3fzAD3SFMrf+eC*&31xx!~)U~wDRHU~d#R!ukC(L{!c<^YuC z7eOMoeJ>fv2lNgX-sIapChCEE$jXcc53Cw<>nrt3|_u zyjvmv+UHa0c2&r@g>m+I6u?T)eZSLmPw{WY64%ub<(sw!c6EI6fJmsZv~WdZ{s4ZX zXV{b}Y$*KmdqzDmKII)>hsCajd|7^Q@JP|>IGwM5_`#`qV8gfEg@{za<^$qPFl;Y% z8e#u=ciYDzL~c5HH~IdrSp9tc)R%Xsrmmu7?%2^F)&q9?v?oA^HR?QE!E(eLY!fE! zbQy1&;tI&{6I5h7L*m>2oHD{EbU)}L%aU;+UbwC2T-Shv2XNM<$%WWYWuRwVQ&a-V zeqp8ihZ0L;4=9PtPP$>z8_Pu;0#@<3wsm4*FHu);S!56k{w&)sOlG|2Ojx!W7*`uO z30L@~DkHH<{AENnyUxW0rxkMo`t>`FR(9pp(CW{j zMg7q;D5eu-Dys$pyZxn)Tk%;od5DDKhV@@MOx&e|skDlMasq*@U3{06yWG7Nlf1X<_jGGhZ)ktNAnF*5or>)mCna<7v0T}MUxLUw&Sk{R zg4BdCy^{$jj4{!{FRbX7e5LCez8#zI!e+!p9Gd-PhS#bHNvddo8TaHo3+-~7xd8qM z4Oh=>(Q(?@+hF$-R?%drZs*%`=|RCHl&?v{y*97nrbC${6y^cm2GS@XJK<-OD|gv- zN;QiD;*%)MM^B&#O9xQ-E`51GbTrqJ%N5;Ex*+}FcD|`QB;kaMnc z6s}gcvX>lyhR+BDXw~mTr?_N@_9Sb~3$;;&Tc ze<|At`(nkxr-tr)<$@vtGlA-VdhticJJ4a8V1>RJ0aCRr%@)%1oKTj&^b~xEbELPB zc744W*;I9F@daGilVR*Z9c)bFA%=jV87SLHDsp#QAs77mbtL|HJzQloz32Q8ZqZ)^ zlOdYxvnREsMA$9Y&=}lp#dl0RH(@Y-gsIC?Jx*#5uN;$8jTQm3-`SxDFjz%l@l~pi zDo0CmL%v$VbdunTfgh)-P5?36D%J8)Ilco>F zTKMhd;Ul0m^!z)Ld40O&ceNUF_btsi%gg1)kx;%y#wlFGL;lun0FU1FWTc1#?0+nX zH-8Z-33aPxs_yzdu}%`VqhdKGp(?BJ)cFWKc&-R?ez``AI+@4wS53%=#ry7QHcI8L zK>4THNncC%7{4B3Y_!BUioIEHCa||^82u*85{;SCW3Fn{n+&8&La{uEuy#*dM<+f$ z{&H`2yus}d9P?4he%*A`h6N71EeyY3l(u*hcKk(X6O*OI%p!h02aVEa&W5;Sy^NsD z?+1&lX0pd^phrn`H`#paRk5hC#d&qWvOg)#tpQ`0@X}S)HRp?I@mb4 zc{~`^d{+N#3L9JZb$6OAN)`i!4-VLRv;eJ~{?u^=)s;*Adv%{r&@@*rve^8I%#mJp zAzk=J;cVOk0N{sta!5$^Wq0<@>}fQTeSLj^BoUmEL4_C?EdTxcmyk)xK_pL+FkKKt z55U+3qj8@~fwW=mU(AL}l3i@taTBB_;~QDRu-T8MN5IM!VT-OI@@+SQ5XLJXeMWZOfT@<4=0D$H5V0;`&ljxO%@n{{P&SJytf{}%D`RyE7M(!f8?X9paTK1@{qWmT zfes_=r>`y({%y#WA~x@in>>wt@J9n!RqA7lx~AF(`U3-1|$zq0CYVXLoG zpY-B4OfwB4l>R>_i}L<=vS=p#b5z(6U7buJVxzH8(dW>r7a!%X@slOBUAt8`JFX-@an5x~+wh*W?`2cI z4u@uc{#yf>vzx}Ygr9rl;f)Dq&%0u_swyEf^BvtJ?Y#8nqG}r(O^r-{2XzTb{38a# z_#>&`ytLA?&$*5s9J{*nWYLwseP}y{E@ZS|Dk>>GA4~>muG1#_4=G};;jE){7OMHs1ja6y1utLY&(i+DQz$QJz` z#%~)o_9jf~AEBp8Arp%`!yQb&?AF4V$H{w`q~`c|XJSj@Qc~AGVI-tJb5n>m>h~?; zRw>E{lZtwKRI>|-r6x9CP5Vj+zZY{no99Y~R7Q@Fo}M6tl7GTu(NR8JA|C8zXyKTj zvdWH|W6mxvh5(t^5460ToVuPkWkw;lo4vuBqNfy0hh?jJ0x>~ZH|>@C(_2|yJGV0v z3rFF_^;u?()0s|$Q}ls8sO<%cA2M!`B;iyIGo>;F=LJ6ce^S3HJ#~F1Hk=?`u~y#r z=mr&c{vFc~$x^e5<&Z3IV>Q!gC@^&&`BR%ixmV9EVu_@P33(+aCnt#xSX^m>fPt{F zw*E7GNl}=Xp6;_Z!_^U&gG1V4kbaTl#m)lrPHo%@fRrG|>WQChZ(pql%n?kNyB!$X zHjZ{ zt{=zh>FEJF)s9DpwT`f%p&_2fQ$N{<$I%NS#mmi9l=hhh0{3nq8c)YpB8L4J%XvSP z2PU4fomTn4jv0%v1YTf4@1;&=ZeJsT!3|7^eYRO6p)HcS+3!`5-57sLhy4^s0{xS$ zv0v>A?{=I~hx=HfD6p1xS}%U_udDW!u~vCOj!;&_#D29V3C?$dm+QY5|3j2^@lutIriaHh zIU3I<56iBz;KDs;V{}xEg!&VeY~_64MRdB)*}-ib)lMKgn+by!Ea}&3sdKt5Q7^V| zMC*B9dM(1Yhl1WjRJV(#eT8w;@5MVdQ>@C+Y3JHn@8W4{tKGyvZ+<3N0r}m-Sy7es zdswjd9T!~UWp+olf~v8o1C~e+50B&SkacRC!tu?Bn?flk=OB0=U>p}B80SCyMlL&n zN5=NRE+(}8+YdekR;)y}Rtt8|$SV2Q-0UN_F>QlZH%(+{#>EQOUJ7@8%xy~@y@Uvo-uSkUHE>^+AjfCt0iDEG!#p< zvP`$VG$H1zY$1<-Ff_{DL+jZMU*qz7yFGW@5EB%Z!1%DjS^tPeMpfy;U%gRuzq1=J z6t|Cpw+@ftw63}d#1*T}EnZCEA?}Zp$4%V;qVSC>(qlKGrjsHzU7L0&Q42^yY^*)= zb*WaK_<1SSR~Kwwwm5g?{RZ{=(qjScY9b>`b!g}kSDZU{P(G`qlZx99I*jqf$rgLB z{n2*CJN6RfXX{G;dK2Q{!0nIYJEQM9mjLtJ(?|a*Ap$D!$svOGvhV#5dWQGs7u||8 zQ_+4x_nE{Z{JS$(RqzuR>*eAxA2zS8V1xIa7lM~)Z+Lpb_DI6|Zt3i;)(p&-eg;1h zU!0s}hmaX)8~C0%5Vo8np&VnXs!v8gak=Nh#poaNOZL6!`mNw~#e|cNGF=aNUPMxDtDKNVsW=C*{zvCrY!x4_h7|hSD#^@$ZCi zWs5Z|%+0N<=9V9=w%R^nRV~Wg$=Sb3Ly_j8NB)c@=`F(xL<}fgkr~V`@nE-D`~bJ` z(lF!I?Xj}sb0p$BZD^#mZL6v&`%-XD&uu9JU{OR_=ZYg)Yp2f%Gm4v05%+%3@Olv{ z&oGJ+*J(Tp4im@H!%_}cJm7!_&A#beLsqsI5Hg>8Hi_$dF4ntjZf;IjR$-0p>khcH z$GjW53Ym`86{q`KhyTs}SmVG!mQ_r3=Z3eRIuEw@29^D)2L4$!B=QXu=c0P|bCMCW zr#DL;p6BOoxSHJ$Ixb3jT1V{rb|cAbG3;cy!trM8W>s0|fHQF7vv2bR#7ErA$K4`O zj{M1;Y*=);9MWQql zysoYe+@+3}I~*3w6vGX}dOsZq;}tuqG7iOew0{+{?8} zWwb)CjHAWc-lT4%=E_Ya>mf}xsz}Fz*y$A?RJOF-+9aSP6Yo$F<>nD|42$KRv9P?q z%FFZ=rK>I2M=b7Rv>aUK{i8(_fF=8P$(}FzQK2@l#@@?zC6y9UBBpj&ii~{1nr}V= zrbdPDzJbhjjxUzn(frXd+0RLlj4$CM)EXX=#$$geg8m z!PWM6Q6$T=V4@8)`7~c0vn&QA8uYS|&6q?$> z1)8n=4Amu>Wl!Slmf6swLG8gid6G!YSLcDejJ#!8^MT31XO-?Lpc83VvTi+%0c3*K zHa4)-5GXoJVqfR^$f4!tm2TFzuM#FE0x{5AP%|>h?hH;{+YsWsv z%+#WYboKtkw{53G2~#}zHwjP~0`>?`rHxwLk?eO<-&Y3lveu%%YgmoG>Aw1lodJ#k zBd2lbMr0f!U;=uWq$F;0k%}hsA81%E9Er}qiX5h+Ye^*97|JRVwA|)*Y8Np7Yqc>P z>T0xcToaH)iZI#`^;z0A0{W9wUTq?_5#DBKQ2VFAmVv?9_tPC3I)T}YdE*Qzj!S(S z`4qyS zbpq$+7f>_A+wwSR`QHU$=f<(@Yp);8e|7rf`!IP3F8N1O3J2r0l}}7g%G8SP_|sey zC!30-Z}<4O!+D=Yo8H7qIKD!9vX1+NKCC6GyB3op)%0am*uvI6ipQR@?Bhtj3<1BZ zINdEnw+&KdR}6jqAA2q<|NJ}r4dOV?h4!Gd9zdMMpCZTZX4gqq$!u|Obo5IpuOBc( zD=NyM7pVQ*+k4L{KVM@H?tKWaUi?K2;C;r4Fa4NQ(L;8l5?v)p7ki{5hxY<`^@Hri zfY+y3-Z0LDkMv97&^-f^dezmpPw+aqHk{*I3VMFzN5x7fQhyu|YT`X`;F=iGdXv3K zm!VPzdMzl8GQscb??1gFVwJaVJbo=FhxxzWTn)8^G<{Dx!UzKaF6R0e@=sZiDqzIe(Q5#e&PEIz3L05o{$r8 z8wy;!EG&uEn|+BJ^V#U=WA6g}FaTEpF2%s*n&%O?UZ?P!9Oe3)KF)1FOI8gm-)9z8>eL?h^TD(_5Q9%v3<7rNTk z<5V(o-&I&TBE$sC8ol9X`3O@@P?Q5!ROKKL1U&9t@FKcFDf+2D7t-l1)6|FL%&$ zna4=SX}eY<-Z^D7H<+E8M2s}@e1x0uS+>pM?M!(`gZ*m)V(AlIY47{cyE}|P@h1t~ zgU++%^?eo?n(I-s@62{@{bKRMDuZD(KlOyQeUZz|(8G2#2v4-H1!HrTNBc;s*3B!! zf6{k9A(BCNadu7<^{URv>GUf_4}c2&Vg=;z%`QhzPmeOnNTV&Ev%S*AQ<=c~U76R? zB6RGc9kIF;8Uwd7F5;~_UNb-8gXQ!e9Z%Z(UC&JDe#XEG-I>MhEYW*oj;=x>8S1-W z*-2Rk25w!cGtlm59x<1-)6?|$a4YP#Wbc?E zmGaun8(rUG92Uw4bfVygl4fOEP))1!@w!DMmm18=*A}_eV^i1gH71=M(Q4y!W3Tc0 zgAkC%h! zQe2jaNs!P3lCU^f)Ddi7I%z&iD6n87_dJ}+MrI+x^`h(zxCL|l-$G8ftNB$4)HS0-X%5A8dncY1a5 z&is?Su|=Q2Re|HQyW=V4x>D~XX{O2)*Yl8v>D;tB zP#_}$7UdvsB4KBDP;EQ^LzVfIGQ9Johd!FqKq-}1ws7)hJ?B*nB1ZMD5flVJlBCU_ z($#+(k{Gpm*FvYLLu6eNhwJn4gF#0swhSmX!FXh+I*Py&;_MQ$k79r%KA_%oZSVnn z^FhL-@(bNVg6T>Z0#cHapqkR%$=Jg?qN5k@k}9>?_}4wcXfPLcVH?M8mX&Ywfsd;H zuX#CCDUl_woXJhDPwS55v3ABuoXsCk%+yBm zHUk|C>w{4GK=OYWN#=t)Z3`=A1j4%{{`WISg96J$#KZ=5XP>xL318@S`6@(L1=Osj z9MuIGzwX=@RrToLl>aj6ne8q&VBB_v+AuisuElKZ7q{5ZX+M{rWxN+JXY82t36~&A zj>3nk3jc)^rCrgnRBHGrefNWkaI9IY(cO|~=ljw+lZH%+ic-(tY+`cS#`FQvw@SQlY0o zS|{z$qSsuRADaAf-#XLLl)3I((*BHn=AKSvgA%1=NM2RvwINMnvO@^Uxu9nP8snfh zpd(Pj1&Gc4vE&Uo%GrleL0y>%TCz3rG|fo zqBwB1T2Y4^KlN*}Caktl0t$ux`1Q+Scd8fz0|VSw1h8>*SlDql)<+tYr!Pr4IFt=^ zb<;93sOi0o@wTZYtPQ5E1QJEME=@j-lqfPZ4&@0e$bES|ujhO}r*9B{u*Wa8=_h`3 zRjJF)(V+{^GM{9{Gl?nIQVcs&zAoyzy{Ld3q~6m zetJoo1isETV&ePpp1{x*(-j*v8`{zwOnO?ME#)WL}2A3C>i3!cMvlop?ABGhLKeXKJ zyl`C7ewq{-ivC!DkN67HSdHZ=|9VqOMYH%>3t7WsyQTQxW|*{!l&LQ=iz_M>KJI`K zLHA$vin5)ZnwB%!$QWvNDA;{R4r9|&n9rHBPz)R88Y3Yy_ZY<;|JwZ+&WaC2BCjAW zWcpg0%ILv2MXkkb0%pvY`ZT$7Jx}^ll3?-sk0l zcgNk2FL`pQ6AiW>EF$K+z?5^na7<;l)sw% z6j@R*rhDsAstlf@b26ofvdx#dm@T%HXN7aAS!de9hRT6tu-$JdAwFzG7k^3u2FTK# zHhMrUpc4J2n~Ar|`?D3Wzmyml=wt4`%|2t8ba~yMPbYBW(91)UYzXYBR^@qK9I;1p zuExz+#V7OWFQip&*jP!6+#0OL2odnLjhyhBSPB-8HWg8x-1bx|Y=}(#e!Z`6(=e-_ z{pR@u&xFm}48jT(FHkTJmkKuilDMTr_v}R-5EVJS~*Ap z3I(bbPX5#=d}L#Kn?3vVc}WncGX;b-C`OG12LpqYf`Z5sCJCayC8K^-U*88Jt;SK` zIfj5xtRNhLwjIpT=g}m<-}|@sEGYae^q#WfQBk3Xu9Z;AoCAN)T-=I5_vR=11bwW&en`As{l*F0k)ua-v+p(;xDy4OO@b^@ipO~UZkcY;yf)?( zJ{?fixh;8YjVp_T$`yiu=3ZNSt~Z_u!@y@CzqB+O@SR6SMt=TW?|WZAXif;8?gY2J zyApIqIt`E<8H~S`y1{}U8)ViT87AP`UaGh{T z9pZj%8&#vB&Y~`nk1v@I4F6P-*1JeN$>ZZ=N=nK$JK1*JGPASE=e!Fs-lt zmVX)06UFZ34Gqh(YzRjdn64YQuz&b% zN6#j3#+;0HDA%@H#fu{N%Md81u{D%ls9EZJHVXTin)=NTaBpY$>Hk&4z(}J-;n%6L z^VuoL`^U~u<{{Xm4_tsZV7))|LjB_554MTjxqnV7pfS|^SLpefHO{PT`dv&|1+chyYZI{mK6UwQWcy#Ewv#BCwfzW_J!X6g+AMB>$i1X{8ZJ%;c zdo+9GT>k_R8q800e4^^bL-`YVb08^LfHPFWIm71K zGt(6*4;QJ}=hIHp;9Xc>2LAwA$0BA&uR>@Qb_gaC*_*BCHZB9X3Cxq7D|d_rDxgmA z(MPg#X7#zMa0{Ql+ouH?RFm6Ijo66*sRXHn?Il?<2aBAx8K9ua9QT)*r1 zbWbrqd|DzEUqM+ zw16u`t_LOTmW$x_U5|MMD8^HwsMliDj`|x-s1~e~+uqDEfDnxh&OxO$O>OPeZ{OI@ zn*FH}{AiFlk&uu;zz+)Fp=W{;3m>+I*bJI=XV{Fi+Dxp`Bnulsy*tG?Y04te2vk}n`-R=o9ZH$4ju&@Ak|Dk`YpQ8ntkARjClr;FXgwzVC zWmA~n<~D*dfWV%jJ)!97>(eeX{xtGc5(F>#`JlSZW`FYVx9sL6eXZ%EX^hn-T)3$M zGXBMr7}FQJ4aXN?J2-+t*y|P^9YvLqD!gM&*gmoUCr)Dc-=MJEhZ~20@6LX# zpYXUB3!=Xz1U=4%vAV)w%PXIhc0;DU#L}TPbh4U&N7K#i@VVB(vb zn*oJ@roP7}!0^#=aC`uf=%*#36-+hw$3ZNP#y18A24EXvV9?^Y{yMYfl>XO0_^`ly zq4|ebal1AsCAtwm#GC}1JD~GMbDe;#d6lchDa?+@!DP;K30~fIGYHYzy}k_>+^y0s z)+j9g`P1`a)?$2Y?C1)1JU%t$3jF53OYz|1e1`W)FZIJw$m!NFRugmUQ@kJkXa>f3 zr^iLw#q1m$)7DiHq{DwK0ReEPWeNHD-yW1ZSw#VbP|oW}9FOTI;cxP)X2MwaqSE?X z?bC?CqH_fSPeYbCc$>IAp4Z*o4J-mGEiVXIGVb>*@{}{4dA{|3v35^{6oAc0df1tE zj-L5!oIN}{p<9TkpPp)UN+AXBy0BvUM`Dy50i8u($tJ4;h8(1z zk{DtMDJcgZxS>$#0l)T0oz@E+bck?(rS+L|Q_ArItt^XiV06^gCdV5Js^9N}HH@iX z0wVm@^AvMbHl38Wil73bM&aAHZ#%bR>AP1QSoIs-0mh>&eqTBJUcb(16Ho_yiHoEA zPhta*(S!9%AOC!{zW{6lKEs9z8|!6beixT345%Wze~+!|?xa6S54@g>uFkVe;ttof zY>I{%N6g(nVWYYd^>y0V+1;(NozGQcnV*~Ex1Bp%3+KRWq6d==l`#Cpy6WLSzV;x? zuJ;!N6dE1?8Ny>$gw}1&jr^x`!5E`tQ6USMFIgp{8r&kQOH(+fM+&Df5+64TZ|H3)j5a{*puCFIua z+rH`$Q5Z#m2QXX&)szb>0a0t#%UF4ljhSEmeJ>>xb0u zIlQ!c*YazAAC$G}W(b9aZ~|lTLbJqsE8PtkXqGd5e+UE_15cRUT;#9>jpL1=kkiK- z5v@bLhF3po1S|KBC5;by1Sz5-BCrc5>usjl@u2@6Si-P1<@je|A$7#J%kO&z-f;{& zuWf??A^7JEtiMO9EozkoBBSSW(3k8==vWMf?r1zG;MjhN8YaF zAcT}%`Jtw9n8+}35WwSG6p)o*xixT`>yb)sBf&YpW{o&zfPaKhlheM zrop0~(ZC^YU~nrP^2o7|ty96Ijx8h-$!M|7!%GX((@e?zg0347!!#gj$UGo>WMGCt zUWG>STDU#}4{&2S)p@VBeR{PViv;-$#`hbSn1>4YC_)%*Y<6@LAp}2~Si9LOcP(MAzW}aJ$JuO-*%m85tScpd>&=W7HlTfo)CC4>25oyh8N9EeQ#s z_9b!K0GLRkoSDQ7q1{qr!T2_)cIw~ay`7T`;w^p8Z3ZJZ6o?4;K^Nc4i2t&lRaF2u zp8To)lHvMCi$pRtqxfKob1U3k_Zc zGvn2QC6Z_bcKY-Lc=(5#-C>c_h<|-O{QJOgd~~$Txbt((vai=@mduqfEiEk}qXM3* zCZrXK#OMj+eA>t`amiu1yGmGcJ2a<*|YPr(ZUn(W*+D<%MwiP-CNr>wcASCuXd|cZk0P8Vi&L z9RQ`Yw3mK0{{!;!i}t4HupnK6z^>sDJbU)XS?CJ~xKJf2watrkrwL{W0(5}(|Au)j zHF~INTo{0UA?O5nK~M$;+8{76JW0SB1>z(S1mu;MKU#A@AS;gyH0a>rm|0mD>RoIk zB_-d!9e=pLH8C~@-RgUR361FMgFsqEp)@IFv+u!vd5@8t79fA1Hq!7nQL@O~swzHu z`gL&LrgGxRe}jaqkONC-Xk7}}oqpuyVKvc%QAor<{Bb92K$qZu;H3ibTLuG%WC8R3 z-wFYBhd}(FgCzm)U>86D-e@rY&zA#`!Jnascu?>rK?H;Xy#K%dRCMoA7kp?bEB#9C h|3@?b-+sFCh{Q;vsh@Nvr3Lzg$jT^5mq;20{9m)beLesH From 9c35335a3074bdcf444ce6d2cc0b7c05ecf1284a Mon Sep 17 00:00:00 2001 From: Leahy Date: Thu, 14 Dec 2017 19:17:44 -0500 Subject: [PATCH 09/13] 1 --- README.md | 18 +++++++++++------- 1 file changed, 11 insertions(+), 7 deletions(-) diff --git a/README.md b/README.md index 87f3abc..fb77928 100644 --- a/README.md +++ b/README.md @@ -184,7 +184,7 @@ Using the bisect method, the tension in the membrane based on the conditions giv For a given pressure range of 0.001 to 0.01 MPa with 10 steps, determine the membrane tension using a root finding method at each pressure. Plot the results of pressure vs. maximum deflection and use a cubic best-fit line to determine the coefficient A, which is the best-fit constant for the line. ### Approach -Using the given pressure range, the tension was found at each different pressure value using the bisect method. The best fit line was found +Using the given pressure range, the tension is found at each different pressure value using the bisect method. From here, the deflection values at the calculated tensions and given pressures are found by calling the membrane_solution function from part C. The best fit line and coefficient are found using the built-in Matlab functions polyfit and polyval. These return a 4 x 1 matrix of coefficients, but since there is only one x term in the function (x^3), the first value in the matrix is determined to be the coefficient A. ```matlab clear @@ -217,12 +217,16 @@ Output - Based on 10 interior nodes: ## Part H ### Problem Statement +Show that the constant A is converging as the number of interior nodes is increased and display it in a table similar to the one seen in part F. + +### Approach +Running the code in Part G while increasing the number of nodes by 5 each time will yield the A constant. The relative error is found by calculating the difference between the error from the initial number of nodes to all of the subsequent node values. | number of nodes | Value of A | rel. error| | --- | --- | --- | -| 3 | | N/A | -| 20 | | | -| 25 | | | -| 30 | | | -| 35 | | | -| 40 | | | +| 3 | 0.3510 | N/A | +| 20 | 0.5622 | 37.57% | +| 25 | 0.6422 | 12.46% | +| 30 | 0.4932 | 30.21% | +| 35 | 0.5366 | 8.09% | +| 40 | 0.5339 | 0.51% | From 4f45a532a23af02cc4cc7840b655af8a5a1e9897 Mon Sep 17 00:00:00 2001 From: Leahy Date: Thu, 14 Dec 2017 19:18:33 -0500 Subject: [PATCH 10/13] 1 --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index fb77928..4a96209 100644 --- a/README.md +++ b/README.md @@ -215,7 +215,7 @@ Output - Based on 10 interior nodes: ![Pressure vs. Max Deflection](./figures/figure3.png) -## Part H +## Part H - Extra Credit ### Problem Statement Show that the constant A is converging as the number of interior nodes is increased and display it in a table similar to the one seen in part F. From 13cada04185adf70dd9b9637738b517595fc67cc Mon Sep 17 00:00:00 2001 From: Leahy Date: Thu, 14 Dec 2017 19:21:42 -0500 Subject: [PATCH 11/13] 1 --- figures/figure3.png | Bin 17349 -> 19833 bytes 1 file changed, 0 insertions(+), 0 deletions(-) diff --git a/figures/figure3.png b/figures/figure3.png index 4b8b2df92ba0f2ac25fa7e2f9df46f54bda0055a..8d5854989872958b14373dd017b169a8b1078e5a 100644 GIT binary patch literal 19833 zcmbWf2{=}56gIlaJd`1&BD_?R3X#l1Z>E&7M42+CGGt8VA(UA{GDOOd6e$@?LMTI2 zQY4ZwVs~uT_qaMM(^e*eAXqgu$od39 zEk+PjcNwU0Br`I63jbqt)-ZM@i1l@p|ELo8tlx%%^lqBRj?nkBY#_LHO#Lbh#vviM zBd6R9oNV1ZEic&+$5afpRa8a!4ef3Ck6F6e8#!G%?<&f#>1ef2{?u1)oKK>hfB2G( zrQ10tM}EU|7i|b}$-QJ7tGyCp;?n%$GO`llvInFM_DrV{1V5okRx$LtJ@M5}dE>{= z^iyG`yRUK3h}s)I3SgD14=O&|cIwgQjjXRZvUd*Ee@W$@=8}GV<#)bbWCUaEsiJz0 zqcqPSeL8Dc$Dy~;`f(>>G_Y1af0eG+j+Ndf9EMG z)sd^0J+sEexl{X_+`jb3Nv}VCOzNJQ>OVaHcX{r;j+FeREKL6piI~o3~ zm%H*$oI7{UN8QjsJ(_2?u&~$sc=ybY=7`}WbH9j~n4faOt6fFrN)i(B#?j&7{3KV` z*{$0T$jdL!jl5SCrg`K)*VfjC2j-P^8}4zcDg3)PhEHi{R#$=1+Ct6R#McT>)^&&6 zhILg`s47Hm?^)-gqS_IbojowxRdDRsvBC$GPjN}fVs!339I~^uwY9O~;^wwLcTSVM z@awA}Y5)GB2+m!rQ?E80Jb3WZ^V{L+O8(UrFN18~-ZDOYS|?3bYR8UH8C7fRyI2!f zm0sV4ugS^W^WPGyBt6DY;p*?-zjqWYE-rS-?%yLO*4Es-M^^Th@!OV`xtW=*avtN` zUKP}~-8pPvVBpkOeXNK>KSig%=b2LsuiS^GrhLm+R~5YH7#JA^vV523FJHcVEM5Nj zqero<7cg@zr#}>#*I*?0j_=>k;>*^SYSwyc{QaLfetl3_X!q`RN=nLeii_{+&BVGQrh#5uD9Dg~dv` zE-sH%?>Jw&R9sv<+MZ3nEnf9bnfGrI*H74DH>xFC*7x}?m}V&YVjgebzP*u&)>S;h z{(D`7RYP=CR8(T~kCP`)t}HDmdH%Y+&;J-3RrPgy()?Ia&2h|}m{{zjvO`GTE*Zb& zLnT|exLz+?ovHRQhDF8Y<>eWQlsv9)k@xqH7WLNnuXW}bJag)^eRihCZw0^KKc4m%)1SQ8bFx># z_wQV+z~Qr2Rx(kgC&e?Uqqa)H7_3q^$;-Mt%YR;8@uB?Ze^zPVR0 z3r4;&)4ZQ7={5E3^fSkEr6xK0mzV#z46S=|Eh+!FM)~b$bNlsmbuG@F+l^;c((SAE zjTj#9E;-Sl``hNZ&!PnTv0IWOpG(h^C2g8+bTDcbp2TXVY8sgoerRY23!ne>wV=zv z=}VcVqa$W3Rodw|nc^N?tq-QL>76-q`((k_a`!#6-Ayz@{rxKBu=Tw8-&IHaLYVw3 zIv7Xr=q-1!diiCa4en`M`Zsjc9JO)M%QGY!*7*7El;MR%RW0;dtvRQsr;`n;=G;%*;tx+80KW$8em`0JpKW1?5(sM*C+g2RP4BK8?oL^k!- zRyMzXpAhl3xp{2xO~TspPo;wOL-5WR(52^<=RZCqcb2&f=w++1w9D)vn{W`LjgKytAd#pS7$W zux;VbQoyu+F1>DAXvu=@0uMa)v1nJ;%V7E>zukg@ue!T0!$KD(`}h>RB@OIepIv%; zKp}OHK~eAd7_;H_b6G>`{8@E%WRk>ok&sgwPF#ovx>!&eKk7dEnBwys2QxDuC$q-{7~2vK(%h)nX*Sf76?uEybDLU znV6ZoKg=+R_toM2z9;A2V_)6$8$qZLNp$GAs|nY_#KLl+<1XWpzK_px){*Pl$Bw~x zR}q+L>FLM3^7hQtGoLsNr#beaP%sO2n()r3;z?6)$DPCUBv|a(zxijXyh~3MoP-(d zTQQ4LGZ?bhWM(`8pJ9*{|h8fDr$t+py*fc~qCKlfMv3HoX| z(viavan~)Q01>GpLk?l8()H)@#aE7>pXBA{hKDELyC5j;(3!hwuL)UAZFPWeZMeJS z=l9pwahDX2rQHViBrkq;`#su)E3K<(%AP-GkJHM@AJ2h1H!pLxd>KRwC;IitxrCgY zAJ;eU&v!Q)3T)~?&~RT}zMQBf<@?v|>20GUEO6>F|30|UgQ?E(F#h-7^tKutm|vQ# z;ZyWEBp?u&_k6FYXs5j-+!V0SscN6gt?3HzbkCjpRdsZ9fbJa3U9ucZa~+I}t>5^s z&Stc*nV3SZeHJ4_8A3(niathOoo{Bf#TIcVR;pQ7zCJM@-$^S(oJayqF83x{f?7`FCBojUUg zCJPLOJ^jS{_b8L6u1KPzqhreq96^erQsj#l%8wVa3rrU0Cpwze5@1uWUcV0Qc070P zx!;Pn?UHn#&+LcOPU1blSV^MBwbePrN$)b0TAwVY-nzBVyxM25F>cQLKAq{i(`tHp z?C%o`wD%`Aoy{G$)V7s-FZbfzyXbJgYkxPhFD@+| z=<_P~oP5V~ZN&CN)s=<#c#ezDkFyR94YfF4S@^Xh3(F{0kW;b2(1Q|pLu+^sizGg^ zZ~s0Jqhz~8b<(AD&seAK>(i@N`Br_@>g`_ePS{(Khcx2k5N!PTGaIk01bj} zN#DF$G*8N{TPFP(k;Z%9|KK1uk(Wk?ih2N`e}8|?Je1cubN1}no1(^-hFZ3eWWDEx z0U3cP>MNhX86P-s;NC~JM>Dgt846cEAnHp9ve?+#VyvHgdXo4q=hh}kZawDhU0zst zG39FPXu6U5iIDrxmY0_icpkkqrPKe)d}7aB+2_QnoJWtu6cnnK6N@g$9nNmQo0HT1 z`Sa)}X1cnE(MH|kh9Ze-+2`Khdkc)6TwWo9jXc+?v}SFDA*e@kTYe*6H`LZ<)$SUF zYiZf2>*k|Lij#zA9s1d&$JIYlcvWB|w|sN{$>HgO6Z4x694NWD_w;CWnn0Y!_{2m3 z7ZGm4JK3pBhPi)yXc`z82rE_eUzML#*5o>4Y8nxK?nF6eA9IGF*LozAAnK24Ge+d; zTPb)=@k>ZZ2ngJ{_RL=L);jw2G<0+l1+G8eDR}-m(q?>+h+(<4`(!bb3 zp89QGV`oG~(A=$kFz`*ei0&da$C3SVE9s^?NOpF1`@XLuyb>~C=WENCN#38<40_}m z#_YZbWOeDJFT2bP-Z3&raLyc6^X!e_7f5t^4WGQbN{faV5(qpd_0ojyv85) zclR`(5pM)9g}prt@$C3-cBL;3MPUy@KfFDoG^HLe5P_4 zZfSNm2jQZ3@)aUeA`Ge_rQ|;AS+Vh@k)e{oTffcbM2AL=cDL=o|KK8y&W=nqt%%r4z!T zVBMWI?0RiiqJ8K|TXT!o5n|y1Rnr0nva`IQ$(cyAb(aQTx~%$++e|!ITu;{4Rpog3 z=Xkx^Hw6Q#UX7F+IZZ9h-bK6m0>fE2IM@}bLTUOoWUg1XN%PaSp(k`xF|WlQQF_Mr z>2JgmghQ0X?mcreR`OnV`TqMiNq$SByZ2#LY9g2S+LSf@HfF;QBdjMpYU499)}|Zy z0Hl^)ZBVk7-VW#bXL_LL>BRygoz@y77nf-YI<$!(ca+%a@bU5O*;63Wdue9y4Y1`C zWPC7J%w*>@8F}l|XU}$J0n_*|eDy>E-?ra^XxGb|O*$g9rm(i%kWWjaR{zWy9uAIT z`}VAkgyQ}1qz%!$iO1eQWR6lRLCQt7j*ex!e3^NTAC9}axM&_dTJU`@P^d)81Hjsv zmHE_PyGGmYth-WQTdP{Nj*cxYpz2xH&)?tWm|PC4a@>Zue_md$Mkb3DL_|a&A2@5? zWiJ^Q7Z8eN5H!S5)ytZzd!c*ubF0?r{NcCiS5mOP#_>ABydZ@rm5O@DftJI z;$vyDiN^0*TPKkeYG`PX$srjT=DNCU>_2||c>er(4nFtqH~*MH8e@7~9D_wVdZ2lr zA;ugr6&NIpWlQbt1*G6xqiok!SAe!{`t<#zkxl0uO-fhv^#(3vXJNkh{S1#ii#q`!!uR^umHy-_5p!h_|cT8&Av-QVg?)t1;HQF zHd|FcqNau<-5n_(<%>Ok@vwtUDT2!e&NdQB6jY1UEuerTd5`f=9XUsf&OEQZDzYq7 zM>MfDE?;pHT25t7+iE5lOQ*SK&mL*%XW`-D&-(m&UcS786sBcN+)m7GrMg+ald!j_(tK}=D42+tYl~q*>6Fm#y z4odclligsADF^HxnpS-1>5<#J_ae4+%e7r+)EfZnPp(BHU&i;D}!fC#*Uqm%0} zZ{XsB1H0m88i(2tMj*Y#A4%p&?CKmN!^5ZM=58OnXo6HYQESKhB$e!T?R5FeNB|M7 zZ_8i4Tswk%_Wbz*{k(FI2@}hw!ZoS) z@7rl>vm_+=f%z+{{(G%EfiXZF%m?SL<6=u>b@kIGCP*6lci#E+0#n1hLnzRpEi+Ji z=K*PHyVJhm!|-Wto}PT5sSxU|B`DdcSsj^5D=AIJnnO8Q=W4t*>74~ose<6d+w>pDJv_})_Onvjir4>=7qh?!$W)$IVIuc-pp%5s*IXG$-juw zqolauc(JC*lYU1Rsc%Np)3e3F6aKq7#mjHE(Z4CNo6~oT1Fy&&6_HOrJGq5{gM(0( zvRGAkr9wF+USIQ)%$pw@*ty>GwRH75w0D(YR;@@ z@Ou7Wvu%)~tuZOC(OSYI*NOMB!Qf-t)^th?i`vND5?5xUv%`aOm zN^yDW6%fABtPvGkO`Gn#ho971uk)x;#zv<2H(pT>964+lcZ-X=V47PRa-ToHj1^C@ zr1s)ZO34?v3yKZG{V)Fv22?{<@YjENfUirITJFg9^N39kA3h8= zx0H~U3p86?i5N!U`1R`->^4p6{7vnh+i*3^ac(7zARo;+yLm0$UuWlG#y84jV^s-k zP1_JFYdbrmgBJozN)D7*y!e?A9Mtr%>Bn8e4};8|$gf&O5nKI0L&9{dPqwDXC8ekL zA^<<_7FAGKL9{9|DoVe9|9(o!7P%woVPWbc=f4jO7!0|X*iu(9E$rX7FI~oU2t)W3 zSUxc^p|rL)-%v&GO{b7Nzf=VW?8!TC_j zb>YFm>t+qu)3wK!uiUvaIN5qyqpQJ>g((9F3V~YV=uyyTU%^AXs;ymJo^5Tqw{YC+ zweFqDzy7{a+G^tBrI-GI@pxml_=Jzf{{pL$}icj3Y~=mTG0UpR{~I48&6%9P9QSOo1m`97bB ztp0DxWbM}S;mbw!wCkA*{?u<43HE3CKq@@+wd#r|SShfXOGBwnCyUH@xw%jI@$K5R z%XEFtfFoDJ8<9`LlSQnI?UP}Hn|`GH7mQaF#tYN7G{vC#M2^(P7vdsrrM1iVX5 z5~y|?@V(>R2Y}Au6p>#^6nTtv?AW*OVeO-WYHF#!u0-dXA|Hej{_K1}I&;BeK z`Fy+{IOViY?_{@v|LQX4`ohn0-23DqIiAg0C&X)>iVNM{ss6ULbr%UP6|oxz)mM4B zr1sq0Rn~1!5hdZCS$JhTTU(22s~IB)2dzDBW_P>_GivPUkN|PGV4rsTHn@iHTsS-g z^P08QD+nNCT?HQzcr*O|Y9@8B5j0INReqK84=;$N*tI4}FBRKJRaV?#%F@__I19reFho zrRR;RyniDasK~ai((`M#&~O%KNON2ql-rce-xOl)*xhi9b+NTlz0SnR5&rKM?#zU5@nInV(YE<8v|`WQ^V;pBr;ap~#R zi1>*2b+2FNnQ?t=(joLpC6;=6dX^R!-`&>IdnL0EHCm)O49@(d)WR8^XVO)VFW8U1zC0EyG9lA!O4rcV>jDMBg{!8a% z589?-i~5*yB{12Qmpl?)VtrVi6WcVOq#?w0oG$l@$k~`+oKD95a~}+(3uhdrCd7EO zJ?l0jHwvhE6FeX$En}{0qb`(xM~Zmith!%eXIAC{&*J(z4FQ2Imy+cOwhf80N*0rQ zC%iXQuM;<;q)_}K3hB~QG>nWyz`yk8gT3tc&H3ZRi%+`~if?Ed`^Wrbm8V3y?0OdV zkS19H!%YdtL*8%t#FGYHuw_vuvT zh{i@rPUpVq@8#>)!#S}5w6wJ^bQjxzp8OL{ON6N8WIYmNV%~_c*nf$IhKdmnF8ahu%vKi%K5wA3uG`?e3s;wcxt6a0vnSxRV8? zj~?-7!EBBS#Ul-?7NjQ3La)ZxC?!N;-mirZCLL2>zrOM+Z5PZ?C{6=m9y{{q$jD_d zj80CIU?Ppm?o&b^M*YGvfOzpdnfsEb-6r#Gq{d-RjwNwnA9xnB+v3a*3ivwLQTO?? zEC>dmaFt-XAD)M|Q;Ti#^Si4XTjSp?5OhOJF`I*!x6=KSqIn~2D?l~Mi5`=^69WS! zzDpjYzsPVG*E11bKfWo8a2=?q>pM)d#rGh`X1$$vTUxXc4)P3}9y~qweh2|^`6>+| z@9M0(_fM_UOh9aql9{8PurNQNu$4@{!I%eQhq+gHPHtyMnFI;!b0m^J^t6PJe%>rE zpKRX4FPF+z=~I$pBN*BB+$8&4RHVX-St*4pkVC-3mr&e51d~C5jFEHa6z@i2YPZE? zq0M1l&bLR3}%tf!w7XbR!bU8(w?S^zQ`v^PFJ>QqFK?$Z&5I?V@^jUPxgHp&7c zViUK0D9CckNIJaOU>!jWOx_b@Q=%N-Bgxw(PTApls_*r_24gpV55AWz%Xq?r;8&!& z;&h~SEENBy!_CNQ+j-Q2U_{E=Sjqerd0eiE?a#lp>8>b#x1`*vT{mP`_DJq} z3Z38*OW*M3v$5c|E=$U3)LwKSxG5$Qay;cmsVHd+@0L+{7>e>R^?bd0>(~zqtCybq z7N;oZ+RuDDw5B+3FDpSu`R5t@A_ChW0&A!8>L~*XVR&_atAJrQRREjikb)pZnGh6w zPjDavX2!Njl6T8q$`i8TmjjfO0y0M$lLcUSx?%?=?~F9s-)UM;&`=$iq=M;9Z8)Z` zOgg6FQ2MvG>PpVDPu<;MprqwlD_OIO&&&FwYV z$bNpTc&+K(yLXI?jFn_s;)Dyuglxs!; zxqHngpFP{y9>>EQ!LTwG;FVY0{PwLc<`pI(xitz52MW*IeFwoKtEs8MzF64>2=2!7 zf)XJiQ@raLnC~-=AXfroi?TYU;3$x&WnSr}LPjt{q)kQK{uLIlAvFAm;NK_WUhUJv z71>B6_6rN-b&Y~oWorlDaFt~XD#e0v8lRFLnpKrw`q6|!F!J86w{N3TV~GGOm;7~gR;bK2)mU3u4Is1Y?*|f4geJl9Yq_zpu?r^`;e0j4q_(dseNtJu z?2wiQK#7C6nY+!m-$ca@eNZWu*Z6m9ETdXSa(L9653XmB8iU z?3l6`8sbofkE? z0B$}$N&yR$1fb3Di5|~)w`F+3s0bblxy#vt>xP5ILT;p`t*kCh9?j{%1ZBv1zH4d{ zk(6`;JMrI%YBOpFsd@2bC~~E&@2jq^M$Ju-lxOI0?i}PnZ(W243tgLr|Sm zH!h|lK^X+JBk!O3k@9~sYqO~e|WuJU$IJ$UgJ+&2I# z;Bt9+IZ1%3bBp#fS+|+1qu=okolCcb1^LR=r)W;`k;{ko&O z?#0_X@1mjzPJG+Hk1d|qw2XxySguW+{7LaAqWp?qcH9L-d)?6RA2C+yz-4!zj&RI8 z&D%+%eo+HlNMuY51u!C)K;0gUO>%sE?b|%6fNjGk>80vSRYw7xAOqQY@WLS=O60SC zvu~xp+}=tYVtcf(=?-qhqRyCCR`#j(`=sm-D0YxrB&8ax3%C<%=KVnbXEx4Y+Ynqp zt!$d5-K0+zvKlwcm4Sn5>pO1{zpj(TlW_#R1AKVP3=myJxT%!5cz1>8e!DnA`J&1* z+1w*MJA~xqDk>{0!BrL)kn0{6zfV~g5KeiBebF2oOv;2i%Yhv-Fd00ZSLnJ+aeZdYioXs#^<+u^pF_dV(wx)FZqcbTnU)nD!N(me$c}9UdM=O>5sPf>03qI=XB+vACXQ zRMbz+0lKMIs4jtpfxEkREcKrGws@1mYVY6qC`ZaoR$7JgQ$^mQxa8f5Wb*3jHNWZ* zM|TU0O82E|)Mkd;v+o~EwLNzZ#nV5d)e1Xz)}wF_a&c{Sp$0kI!*+Y1w}9#R<~Lu{ z;uChun&iBjO_k^OCRQtk3@nrSVL*$xW3K}TXLALcA zI|;M`M_f{p5t&>EgJWUaAE5US1KH{spWRy|E%~>JM1NVwLoh(Vd4Y!`Aq>2uG^#it z07@OYv?jAbb3M7x9sfp+?1q%ggo%>?f1|-r+`q=i4tCp;D77_@ILqKeOqX z{QHdX{+%1iUTT*(aNu;QL#f+H2g-OFIUV5TT5rpg)GEM9ri3C4`dZP8N&M&f>Bg(L zBy!$2Uzig)8d&xS-oHUl71d$AlP5pqpC}OV>8h(61iM+zw^v+TTwdM>M+?P}lc%in8k7 zv2C{VOrW&{4qv@}$R(>5VYzG5|A-j8JUnL2YU|hgsL`qgWSe=6jEt0z-y6s-hNI3g z+QGrN^AUF29l;@*!dvX|YYolrp+SR}u0;)(%u5OIPCG!qenn=Irr{SA}or6?|;}shjsetg~g9GtEFJ) z5%abju>ID3>fg@4sg<@iL-i?^t@;(!z}c)H^VeI!p5VIFn>SCMIipPmd0<>(i-H9V z9b7``m3=6txj7JRro%Z6mPzRrhpv`uA?%+~;+6x`F~s;GD+`Ic!I&lkF&BJ+rgFee zRE~ta{Kr@)p?g(g_fht^NSTEI^Wocc7URHVR96P#q5?dDnAD=)sQs%TF%TRa0qj;K z>{s*G349X}I45}v`CkmTI0*q=K%l=VanF|qf@pb>*QmzNb7t3F@cm%M;f40^-W?H+ z#8%RMv~%z2r_MZd0dWR^u|~HW#CrLKaVqHh)>~3zr~#qgBShM;AqLr}z@bCQ17bwv ze>JmB#q12M9~nn55y*e{RlR=u_LxYbt(~1K4`YDK*}A26UnMCx|$jwV7v z#xA`nwrP$}NI;oZhm6UFss-hiq7UOfL?$1qbq~^{FsMx*Dax#{&`<^V3eYoKqv}6@ zzLnC+L$GLV=RxRTpGz0)3nUD$jfF^_tqaE~{&Vf>^Yedh(Y>Isso}!bTDz*(QROmy zyr=Ifnf3s0J*OCxiXPAD4I&S4n%CT=DuB_L70Wkz1R^@ z==maH1&IV#fx0+g2=*?Yq`j_tO!mow{Ymj@X&1xosX|`Yg@g;s-U1V?(VZXGcb!Jt zg~pxk;|ULti89XL0!m6|;qSoWKY_TFmU$BtAqNZ^M*VJ6$m~y#UViy<+Za`+61Wme zRXR#$oRtlS{DJ!RuJ_B;0xxHW%?-R*nKM5)r^P}g$-~S0uV!Uh?q+%LR!RyqSSR)f z;06bvfo*7L;Mb#Oh}D0yF)}>uyM4PelP7;p{9An@tKMA|N>gaxCVH!u%>7rmHf>TP zLkEGn)sy1l{0}amX{)NLx*Xi$y^?pOhzyR8w}>(cRUhn6r!c1)8oIQU zgtqLs22<$w;0=oWSpbEUXp0DCT^Z;uXSz9Qf047! zpg^vip@@jmN`cmqU%%w(Xlp6Ntqld?0oV^dIb$D2GaDip^J`@XOxb`%IqX zA{s)}3^g4n=T`8Steg@7V!4J~)`B_ls;d8HX-dp3wzO0#HL&IF+k(`naLP3(v)S4{ zph(mH6J?&4(INsFlR0@L8~)1^M7VZuym7nbye?515f0XHE|&iH0MV|w>Ua7Rt8ts9t_K#B-uJ$dqEZDrCQ zQz@ZcNh~MOH^_WC6{0;tCU4|Wee>pSm;NP*p0`w)j%+_%HIR%UfxuIFxVTVad;_0< zWLRwG@v~~jUNJ;g8@-Dj4+jKq%1 zYg?u#Ccah-Ly9%^(cFKeefIR`+Ki&jner4!)bB4e(>Br5)Py4SVN{dCuU|LFGsND8 z2jZB&oS_9cm)ekv*>^W1-JmAsLS z?L{OvkjjqeR|FgN5wBv2-OSw#0WaNE^$WTHA)yNJ`#YDXmi_qYQ^)uBSR2F%29@qN zQAFf+Bnoxm>?nG#Aqg6v5SQP~z290eUH|kpmnWcVVAhi0uMdkjlzLu|yF_N{IeM*B8Y?ET4Z#twX7@*wvF9Qzlbwx@> z1b&wkKS1zB9* z&@lPAbkD(qP^FgwYinz2_78Ou^5B4e^gN`g`Wb$KW=aiN33A2Xh$|>>LWX^=yZ8sB zWv`HT{HfJ04HGb+a;wu*71_7%>7z#$M%$zu+!lVBIv!_z!K}T^q-!eQ!p*Gv6T4xs z=OO0akQvF~-dBTa#NYmhNtC(^JW0wA6e&5`D;&EN`B0U^v1VFlr#&SQnzLt+DTZ06}7^ znmaV!!HLzl#pbI@sm6MH%l7F7Ot(8|7UaaTUGg+?pX8gZDM&s}op}}f1P3Q4_KM%c zXDNhBD^ikyZd_SGvd2PZyFq~6gPp{oB!?%7ehWHk)sv@zaV&{hF zS9L{1Y3SIdscKgFo@+wBD3he?4f z!f$Ef8K{o>UBcmmmlj{G7r3srTs8gMTb^i(5$5bbiini)HYLT4&pKIv;%|5Ui9P+h z{BzfVY8LtV=1qU#-2B%h(`_4>m{@bbjUHadrhvOsO5xZV5Q9@-)kaQED;t~85E{DI zl3UsJ=AOAm48^OeT#{jr)4qCvMt6_)6O+At;+>7CA>hivkrCt79l(oE1XKzk7|k(4;J`ry4B=Sh=B@((ZZ%{;%?~6Ol{B zuEfo3p^Ll@jx;=e9Xp?$6sS!M2 z^}JY5A8YXBC)DUc6Ydv}Qd@s;6SpW=z-FLMa?#ePr$s9O4S~uZH2^j4WgF@iV_dCH)IeVNEL$hMAqJ^ zkq5uA$vWkXHcbqEXMkRe7ilOZ8iQ7Xhdi#M&tvcNseNXNgtrZ3gVv-Xqt zw|e`xMHz~$o~35vq!X!iTw;Wb)9 z;lKRv?8U<*QmKilu5KGhC*({2Fyngeko+FGJEmcJDZOq?w2Mo#TpR>@fcec|e*9aykGM7)i@7piD@vfo1E}Q=yssI%f6_ArVA;OJ2fX&O0 zzg%l2uR8`yi{A52PV#BEncTbn&y!@3lGbNcckUz`mZz>GI=5t9I4rVzw=ptqXuTcmTW(jo{^iL?xd4dZ0`|GtH3bSVHsa%dmdSk$KFGT}A{2T$3#UqdzAN&-m@N2#o;TWHqjB7eKAxDe zSt92^y#}qAZPs`v;ZFDdvdV{dvNFy@F?&E9h><^fEsT+sO_wl|=dEhJP2ls}mnax90W zuFk}GCzj3j1k5z=%38piG0J5j$~PD(0yS)XIoF{`09bZN1V=$CK~OX(x6hK9A#>P1 z{!OyfksuG_sypppXA-XK=*iuPA_DwTkwOatMG{oZ&MqS>3oLT-f2(5YIS1t!>bpr+ zDV7$za%ZGyP3t_J2@B!zhRi8!y>66?dwLEuql(qu-VPfo1W3PA^Tt}cm9|!NfT#~y z;oj(H%VDE>7C;;d@zzx7A{32$8c1haf*<~hNFi@jc=qwUY556}OU~c+h!FuD^jh7n;k$vd$CuM2+*%HQI&;;U{{7u@!8kc zK*-MUUT4eeT)Y-;ZKHqBpKr;C%Po3vQYV`7Lq+ATuCBfCxl(z0CSvLuf+83cXz;U< zXj96@TwLsNWD+_Hd>VEzTsW-PrrQv^`-g)>cJ^-3NNVcFmx1vKm%}#@nH-omI61%R z@2^2zH#(+(@dB%JnI*zg`*3@4_#i4@%?CFo4t)zybO%P>`MLb`xq&ej*^#r4)v)0FV0$fx9)5@wGY;FT| zgw@p$A%@|4Rw5vzZWrZ%g@C~Hy02waM3b`W_pMv65rjxcNFA>vMqo(A_~sks#+l4Q zLhDoyvl9WoVq;lUQ*Lm1jEGZCbqfnIY)-yP`NkE*Ov+fn+?1|kJwgytAt8na_QDWi zacOA$Wv-e#1yqpCO-*DTG{adGDN`Vpb$e=${$`h$Huw^P5XiRW@Q{< z73Fkx+I%W64AF2b5|M8hfW1Uvb}4WAynrJYp8I{BaVEVba46R)p8?Hm8i6sY$g}TLUr-(Yo-llYg zttjoycRK%jsx~6msn37uVl;`4_;wma_dWr`BM%rgv)duQPfkwWar9>8^DUZp_`M55 z=Jb_`&=77RMFKUu$4><`g}NfXw8p3&-t+09e%EnHg3z@(drYHi;M)r~ORtOBXO8>% z$K^3In znb9h!R-)AS@25)ng>DHv)_d5?KGSlrGZd-UYez(Q6zEwi(DUR4cICkX(JNPiH=Mq2 z9uf)Rjb=`V154!H%_}6sf-Xc(3U~1P;I4r)!<+AF%a6XD~YLNaM%1`st@QDUAhd(=q-VH*KPb6;Z8%qNl+58Cw64 zZof?y4>mTf_E|(>2uU7_AzqMsLNDz7o29E&w}xR0WPso=DSc)=PYVNU-^?a+W+}+0}k&aq|8Z!$jJhxv4qV zEXtl6&#jMdUOH04uvl&^a*yi{O7!UpSKz&k3c75qt=-VhiKMbc5gotRH|-tmF1eqY zx~*h~qGC0s2M1g7!3;v(N6RIU{pgYN+;F=@$~edgIwqY-1_+P9gRCJH5Gw#_zC7`) z4?_bc0;rh$@;tlCfzrEzGSr_xUax5Lte%`%T^iYb!X}V$)HaXA?dZ6vDtK_luYJF2 zwd2hu)ayrpCE)ErbnPN-+m;Gl0B-QKMG+#f|Jl>_`txUR1QMLplAoPz<=~K?NwU81 z=~4ez&p!7{mn3vANJWV4+<6ZTY~Yb?PNF0FASmBEw3=k}iPqKzg`<6Tf1C!Uj&<|h z=>Mk)n`~}ueoLPj;0v?QqP!PCe~X?XcWPo{*JCSnk5XioDEI6xX@yTsX*cTLJ3l{v zq4XU3LEPNt0B3W2R4MAy$TXi--AKepDS zlH`7j4Cof56rk;=6H#i}S6s*b*ARKWZSwx#BW1|hA<4ae_b$FWw`&y1=2piUjujH6 zXA=cWh^r$S(H7YlD}Z)NG2IYv`Yi}|n>Rm0FCkhvu_rj&F`f2h{Kn)^$|KQsJ`3$TYl2(|r)!d$NnCg{N1iKDI-d_?`O zQwSQ0(fit0bw!#TW+#lYR#VfpG+SK;_Rr`!Fe~g8;_td|9*cY6y#@MtH;mEi{T3dE zh3o8Yr^uTn{xuFqP8eGRl^ZwFzxwfi@CUoM%NY(A;%ULlqqwx&Qc|UJ=~_AQ6F%pgGVli(YGV|3>l1%)AI(ca>Sc!T$O3!g~dgi#rxVGaYYA z(^(Ct9+~8SUTHpeJ+>${M*`3Qn#tNwW~fQ0e*ebn4y1b$I{Nx*w10MXWEem#=i!~E zdWX$0B*(=$W@K|eQg>^KlxNQ%VXZ!ra4^WhRkR~-d6+Hx*!-rQu)a^l-5SNm2cXsv~*!I4ogCc20p%iT zD*GJTK(|w&2MwNVsEW^bPVc`4hldR=O|!GJW1ucl9?R`9sJQ>I?Z$2cfatC=7pqrk z)R9zL8ZT1e$A^dQZC}{lRLky$1Qog@Xp;0_4P-zs3}=k+fG^2QOEX0Qk)F?I3JS`~ z=_u%YPZV^)5&!=80)bAjcE6dwL0+;3{eSWgD6X1@?&m#3H4Sa4Zo_RV4J+rTI}?o` zS-b?@W7}pBAkOwcS_HDj((C;Sll|6`Dxdw`D5&{zZGM*xtQS5u?E8S~-{cYeUJBSlzO+L;qUkuW{``k9#9e z$jV;y7jeSFu(7pa$D`96ohv8*>{&){C!9HI$~JvmTed7h%&~xRqgxvv=!LFB|6Ncp zhN=ge(hZC@jl#F1Np-TnpVA(T8ebFXfovlM3EG2)v~95|3>>eGCLWsDGO9<6d@M}sfpI%A45YDiB1@GcbUroLcY7a75)x!REwzp ze77A6SSY)#{r+fb$_i}`+5fYo7$8T$pwQ?i`1%tyuns9B~RspC4o38%-;WU5@f791YmEeC9gv&uUi*Ke;)>(e%M^!(b=Gohg_fCW|ZwB$%r2X6jPy=S- zP-+78GN=P6crIWAq20V?6;2QSxMia?3U(+}8b5P1g$tFw_}Q?38kKeGb?cfh$fG)y zkdSb)ASx!t^U@`BnC@HZfHpihIJneg0d7-7X)vool8s-GE^zPwJzmF)RU@2}S zB)odyedP*z>~1TRo-8O7HN^1IH+{4F)RB-A^v3%79eD=3)(`Cnl4ZH5@#27ykr8_P zDCHEeN|cv^V40TU0W&t6`?#P{1|$*UV}aY(xT-2&FhQ_uN@o^IZNq-Dkipy9s*!<2 z1hP=RPxl>xL&G~H9*##PPE1lfj_rqP-z&D+5F9`qE+W^6O^CPG-~}Zw9g&guprx zY^_Mp4GkfbEccsL=8k*PdkG2&eM=#eEFC6Ly#NtA+ht__ct5Joi+}zg=tJP)@$1WF zXfV+nU}gUH%^QI%!~j?gP9OFv2hM|XBQE^f_3L=m4O(lvlknrHKU@iA=LG45W1Fhn-?F`WQPC0#gWQnRYx`fAjo)v-0t5EpYJlv1P23#c9J$Z4! zP^1f@5iDB;z#%+5Z0bxBC*B`{rhbVi9lWdu&yJoF00T?2sECL>v`*Me7G9vRia&n- zRPz1XN$D~N&ZE$b=(pdzIcbLeacSw>ckldGmt{^zqd?<_CLMRi^l(VLa`excnWaZB zCFvRGmU3D8`T3=EY*Q}%wvBbF2<>zj7BUX^l;f{jjNFIBGl5a|Y-A#VUu(CQL=(UW zB6>sQmJ)m!mP-A|krQ5nXpU&8s}tKGkC9?l;SaSl6w|`LeEmw1uUNl{2VkST72z)+ z1T-ysn2U>70GNC5%y?jlM5DFER{!LCTX(L)*&sn%?16!xttS|2*VgGu&`JgnRT6lY7@>LOIQgNfMbQ5OO_5rq literal 17349 zcmbXK1yogS*fxqz8U#^7y1S&2kY-6qgOs#{Akr-*h=72Uq;!|0C@3We3KAk9ASxgw zDJc#6UcTS|@4f$X#yDe~HOA`;Yt1$1GoN|qbzL{nI$A0hFVI{-5agnoDoPJQFa;3= zqX-`p-pPxN+JyfRxT%_WA_(z&^nVyByu`HdCZ3m?<_)}AB4SE$p*8(=EqIH~>xQwH zzN@{LueFCAqN!k@p`ggeWN_DxNz>Zvu92(9Jx@L+HJ3a5(#Aii;CL4F@k$7o8PTR|#(1PQ&z zQjG;`y`0a4fgsv>=zj(N|NB>TMhbCrUhL0cXJ_xZK}ngW5RQA*^rb4B$8R~qSjJDZ zt}U~F{tQ)RiQO}_wzf`5Np0P!Hh*hoZvG3tG05OV+Z-l5H{ zH;ElJ3M(nsFU^tkEXk4k^y>bUnVA_eqpWl0lPPW7riITTIJehM4tL)A{?SrZJy@x% z`C4U?{QUVR?}DRmuU#!oOeVweE*ZWsy@8qz+BXjfkQ&c#8ZXl=WL0@87=MXg3Weh5 z=idt)djI}?p-TMrEL+FH&G@*u``=zVDk^qYUVZu}2k@n5ow<^lYZq zc-y~X1WJmEsHR&=N;x#rFO!oSn3y=eF*Y?dEj^{Vp{$IHgTv0rDH7xF@2{YsK*pir zXWwEPOD8GJ$+@(>@M+gbpDq|XbiE2!OG&Rjw5TgQ&)@MYP6T`rRQ6SdZG*SCJYD6!PB zvn$ps-`(5u_Vo?fXkLmf_|32_MDV=H`gVNLr%Dp`i#1jfC6Gd~b4e*{w>${f!@Q1NJH! z8g{17&-VRy7U8h#*RP8^jj9$7QxQEj&9NE0*4NjUZY~m|5fhhjEOx5kvo@iCy7S?w z9fjP{Z&sE}nFl`W)K2Hd*Ia*Upr&5Cic=ARvu$o~XNouwpN`oY>FN%@@xI4GBNu!! zTCSg+ot-iCqNu0{>>@K3QT~+IaSLUybSJ+S&w3N%%6nGKKCa$532N?}mpF z&nTC3c-7X{c63`IJpW(5icD7WbZlN-2w8}&zL&M&$J`ug;#>P}6 zV0|vz^SuL^Vj{r-%*@RFm%hAo9El*LH1roQk$=>BP!WUMRcm^@^mf+K)*{(nt?aoF|HJrV-(Ws}~uxzx5GX=(7^+PZtW0`ZYIq z5w{C&7=p-q8}~}X7g2Yo+k$TWoHW*o;<|cuz)H}0>Q&sKi(MEFE-tCAqN3te#%G6r zbk?;UOcTI3KD6ArapT6-Tpv}{s4WN4Qxm6vXyroY0_8Xwp>D_Xvr~cA-J~r_@xTK& zmVh^xxH&mh_$Xq!e-Tph3+8%864OWBg@bwqWRKTG!r$o_7_d>q5Xfl%#nkjcp@xTt zKc!w3;oq2Umt$jN6B2SiJ2~v1{)qCL?ZmmGP*GL}q2u>x`N-#dr7IV@VL6f)T*Qit ziz6Z;0$ST3BHv8qQ&UwH47w&Eksbx{TRTTu4Rwi8HtV|Y#`k7Vuo^9t!%z;ru&ru? z{lHTOnQx8vj9gv+49Ol>nKam6q`k&gV44$9;;=F9H3v^)FhfM8bR=kJKzw<5xl}8A zvI`=zu)q-rtN42B0~GUasD}dnSfp6)__K> z(zl*VgDw6$kPD1P_}|-Xc@D{_pdj*d7CO} z`pAC_j4Hz!f*Rf>hLiU5>QK7jfx2;inOI z`QGGyXD38sMp8vU_3-fU{Aj!#z1wp%*;5~@R${3|zP`Bq z+U3U^*iJ@iKQ{=I{eRof&mO?-N)Wi-m<~A)a&%noioDcNUw`fXxA~0?mm|KN`--Sb z4AM*mPo6wE-v2Y*9@6eOQbNY56$s(X^p&&!%4j*5*{gfw8{j^$`*hNNn_#U`WvQh( z%NfTn>QC1u8=`+dcWpa7TCItT+3Obs7fMP>ilY@L9j>+R(#U-ia^9xFK}bN*4Bpn{ zK9_!tmvyem-`>_!lSb6<*B3%UT+PvQ`Y0|Dk>n_NkesB^{U1O!xDw0>(^{5@OCK znlshTQcgK!ZV5?A2o;bMOu*)6XJ@aSQ2TWpqzoAD`WRIXWnsY z=X`Ixm)6iAGSXuB;PLjh#~oMy#`O00kYj%q+=$^ff0HijJ=1{^rz`@22%Z7t(SQdJ zXmi!IwL_M&eY3K&Z#O#afx)S$s60Q^HCoMJG?2MMPVPKW`!GsTNvU^Dd&)plVEKEq z2nkd_LU(QjAFscLDq=AE`uJ`mcun71AsIK7r*zFB=dult9Z9RU@h~PBueS>tvXP$d zj%Z_GU}!8kXlV@^SqAO>opPlWH?FgZP-PRQ_e{ynbvhN&zD2D@dYn;=>PeXTzo1xscsq?*&i)Lg0mjVEoqSelmwV6iLHg0Wk!238tdA`Y zL+jan457F8dM>0jOAGlUw_z`%BGqdxIXu#TbiyHfL!n|+@?!EGP!a$1fA zJhrGA8W_0$v!yws&`SRIT1)TK{NcO10YPx(pt zymmHbXx`*u9xlt5yQ0uSc-z{}L*~-g*UunScM`JdKv--7QXpz&W@bv={mgVN3=@&K z#(agXL~YBMu&(!sJxOpy&{dNqKRh z2zeNqqbN9Q=#c0)y&EU&-t$)5UfmHYjh8#TRVn5|1h^0hOnCD~eok}d72=I6Ji^8yKsx#iOb#!MJsqd)az%eee zvAb0bROl~x!_TDJMxtL$h%|i=#4v9-wOYC;So)k{l>Xmk8MJV`e2~!V zUFAFGGWl?ac@_*q?Rb0PB5X)#fbM(CCj`q+ZU>ArqR+b^c%E|weNcx7T#6-&83QrK z-}z%giT;osJ{#+C5>D8=4h z6soR{oFV7?YeJHMcxS~j2UXf@&iI6c;2g10Q4?>xdB@$64hHU&_)3z*FCXMwG#<_G zTdEcR5>5R+;NV$GN*s+?-}H1lRH9}}n8-0H?M)}Koz0rVedS@o zIMwo^P(&+vl2ajv+0Ndcm|kl1!-vQysQZuhR{sGKTuAM8nz*gmxx;--Ot;6jtYC5; z?(WUrtEujFd3o||6>ar>w!(`F&|uT{A{{xZZ2j$hC^71#>6p0UO}9aovFxpT3Fp}U zk4619XTE>`4hb?#%A1Fue~$2)gq$vYY=Gg9Qp1g(8obZCt%TVo~>t}vCGi>-bb-RR8R+zymF z@ibx;P~wTZ{`~&NyYlVZ>*M)INA=y8#oNC|K`C6D#6TvV3F}_n@@gz~V#5z}M*9@KeU>=Q>O>^kVmYneumXC5fk<=2 zYju5}H&al+MEuzP?%rp45}?-SeHkx8mJQ%Kmbh02Bq6=ELJ6x(PYE5szfdLnJGf8L zUri9!rT;vPWv=pFF_|8bkh*2q#>0EQb=vZf6&!KqbNX%U{JN)?KHK6U#Bs|~ig)N4 z;cKCD0X96wGc=iNNQc5Kg+d_OgWPoB@w$+_=S6=pYJS*}YH2_m{j*zoxs`hiQ=0-K zDI!6kf%ECMgc2t5p)+miJTeOY(SJgsS%WL7R%1D%=7II$Y=>zPOr-&whNd$XgP-e^<- z)R)y{7)Ytj9d7BYa^;Guzy;>L!fMv&MA+tU3dEKPv6kT{oFBtbC@6UyzcjDut)sj3!Q+o$;j#xO9w7SYm5tGsVcYSKQ$vu2Z73mO)Ml~F) zn~dOocy@YpH%?FO0*++_neZ)jaN`ixjetBktPvkp|li(-o5RxJYmUvYIEtm_FRlk`^lXZ5` zWhinHq-U<0^|CCO*kv9s`blchNsLgY{MCv!2P4D><|@J0SeGNIq1_oA2NfHffPa1+*OFgzZ9NJJmxhi$I% z6upRpunhl8<|@R5;5HqE>He3{r+@HU3X}A%!WXATsOd$_=N1;&6ICUiU?JY6!wGt7 zkc%$MV_;nP;||ATnR}}pTF{0P~RZMkf-lO7h@2Mhu`y?(t0|- zwB0?A(n+ApOnzrIBc;?zCl@R&EbIXw5(C4nbKXz3^|7%;T6!4r_lxxODl;PMN?ku> zwKA!in&4hVD^9@b#-?ho)RVGA-QdgHPg~tpx z=|Sa(@s0|EM-S_XwL5&BRMpg|g>10LxuG^N$ah7($jJVFa8hVjoJ4*>U29R4+)cX! zXBm1sFzH1p9Aq?(hu3meN@siKT5(Z=fw~?yiFF|TWll{WXhZ;k;^yJ`vbyKu;sVeS zMQq~8>K;HRf4;tWew7q6G)~%G<#9Sy^&HY(Ynq^^uMaq`r-w(>$FZ?nd=voPkm&9# z4p8zLUxxno>~=JYg~%AWOaZB(?UZigBO+#9j>h`{4I~>5!y#0TrJ7w{<|d7f)jow> zR%ul86HpbnX=pMhqOlP^eW;c?M@e-=QZIaY#;xCW@GAyD0lCv>rKJv5=+_KHDOMJi zfW4K4jg3Jq9>nURNF(Y1VXO{ELh1|>0IbPrj(h!jAAk@Od@ML4M@2N3zXJO68h636 z{Jgvw=otc9b4;qr$|RshfL3Wj8x!Hvv0L~6UyXh`lQF@sNhbe@sSpbx`WP{vM4Mp z%*ew31|P+1r?Hjy(PV&|*VWZQef96a(B@?E3X=5b^|1N1wSJ-lVnV`W*pq10e^5BU zCAC@Dh;zkCt3F0f#CjN@(wxP5CT3>eVb=hbUiNykwzk&NB27t2nVO7*t_yapFic;+ z(m@1Q27EPJ!rca1`1PsR`+xs#e0?zm%mp41RcIKtm3X?fH`V+_@9w``*ArE}0HIxU z*VFp~>;bIJcpaw!VM0NifjWCTkf<_T>P{mQfF$IUln(%#3J4Is_r~|npgn@ra?jOD zp+kv@yx#<`DgbR7+S(2b+L@w`(8*P;(;yQMt-W;^`SzIC0qc>GIbE%3mwoVe4XQl= z^`B>F4-8gggwj(P;_bb+Pyoj>0vz_asH1T3$pN5xfxE*hYil%!ab8qA3Vl$Qo;w4qGyQ*!!#{mRNEh(vt*@1M;h zdtDX^fI}O&xe4wZ00V=vHS_ZDcoHA)aFqZtCVV{h@Cw)uuqf*4>HwlRnz6CW6}U@z zB9|`{Rbs8$lrzm@<97@S>L=YXrZ*7iL^mHdHHm?bQ^JNv3no91 zD|Zfkub2#^usGiIJjWSr^pzFd3z`}gvEs8I2U>7W!| z8q9tU44z$(s_Bcrucw1OJv|=)Ky;skv?Je9w8$Vy{RWDhp*oN`R82EReyZ{&Y_uUFrHRgR0J>-J@7S9xM<(KTV_%7`i3gYJcW6 z34bqVeZ-;Wb>FdacbzAz;?DIc8+}!sjMB>cd{wie3*5S5spS30cf%In&cn z9akCqUBiRZX>&p|F9**VxRsrqo$)FY{q+VdEiHf=ubux877-yMBQvTp-r9Kk$KKZV z(c{NZZ^_BEm%c{PW0r~huk>*3o_ytpu9b8QVkXg^8ig|>4mhKtV%U}G7vS08(hl}D z3B9(^F2J_SH-d?;@bNq;(u?>cAC1~Zi6yBvY2Xlt7VG->{`o29AR;1=f<}v$3sl)U zu_+Kk^6OG8P6KP{Uo07~@}{t*>3ay5=69Uc?aH9N6Jpi^L{G8%n*j8~77)=%)Ix5| z_`{L*snPVlhlel;Y#fklarD=}X1Zh0rNa)G?WeI_a?w}6pjOP5LP|nS1nuAP2fgGU zXQ#*Q#~W_}-Unv71^U98_Ok$}7lC4fj_KF0Ur@LuCMWOo@z!L?h5XF&_4M)i3DyAC zG(>;h$JX9{Fh_=Vya&@bg5@kp`S#Io%n5Wt3ccelyz(k`4f!7}K<#nl5Crz|8q3`0 z&u^QUsG)4?(B$of2o?#62}pHsj+1(AsYVg2HV7AUTGQ{=sn)KXx06n`3I1J3v$U_a z0$3Nk!cagFv7$C$ouL!ouV-Ze+`QW7B617ru$0Krbk9po5$_z4r&=i~HBs6sVwi)F zA0$LeXu2PH%}L=S7f3^~L=0KKR}deBhKCi6ufBGk6b{(^{qp6@*w|Qby}DcsB%QXj zfCeL^);!@!Obk5GqxIL*_I7q8!)U+P&TaEvHB7yONJu~$JqqS=nY-B1>7xKq^-Gqd zCv4Yn@l8sW3q(XGCp$xhg@qpoS6 zm39;{F)>O?N>dPXfyaStBav63PlvHdFtx-ED7!)B7q!ECbr3MD^kkmw# zQXH>cc`?kNHgC~IKvPo_Ft5{ZeYI=Gfu@6H&%c=f{?_lb%!rB4MhD%Xi zHJzUemm5Kh3n2ERgqY2ni7|C(UmYj#@bbE=V|SErmPlaE2)!Cg06(Rmph!(l7O{Dc zUuW!W7SDrYMF>q}1qnXR6xr_K@$q!CXK9~$opDx9j>}%qR>(CTTuu7zY_X~~lwTfPG>GJ)~x`C5HLLuHjoYk+sxednT!P5P=_xI=7w}0AhzjB@gzHoJyLn?a%N}4~d`#FY{14Bc(;Hee2Dl2}FdgHG}Dl2Jg zpH~bgw97^2hn}O)R-*yt0w6OW>5a9uwfCo9p~%U}MIn?g)*V730_DjWbUiO!en^Rn z`+^K)I&fzIs?7Uj)S--`nNAgn>d^dT^# zl<*X(C_jDrqKsNsKXztBq7aZXaN1f&b@sMMtkE;o`!Y05SfawBlcfkn% z;NZ3`siOM&db#tHk+8(+#hLTKRzzD#43l>D+=vCQs|_SSWTd3Z@eJ9isU^dAf%E+o zjEe;8*)0^(JnVv)1hlj7`nNscy9WCDSPFn9(#(}bdpq9;WQG|qD;8P$F?>1-aQQDq zY5*!oy8l8!0T;z3D7XpqX8hBq_E7Rq3yyJd6wy|YNbvoC#NIoPW!!Abl#%ymTyJqN z(mZ?i%+F6+cIAIXU1v^=nP^BykXcqfzB9wan4y|-Pz7ooHgn9WvEK%;mAiNE0?Y&) zdcOxLA`9VE(B`xyCdOZK8Nzu=IEFvt2 zr=CUnFg#hMl!T;$ME(lA1$GLd2ReaRDxppL#T~zAV5gRMEpVLQVrjCF8iwV?j`Y-%~2v78BXRd3$B zp`nDGhSu_ykI%&p0*#XkI!1K;RD@Rh&`)fyFX_Y~D}c6l^a(bTgxXEe+5zKUJ~Lyr zxCO{w^v9;(&?GT34w;f7Qwn03wNy88dOv-tEGn7@VNK5s7GeG;C<$Gx2OS2i8k`tb z)TtLpwL&{KtSe+f13JqIs26)uV24iIcCw~R|n>IB5-Df2Y76pbEcF~(pm7{@MqlOB%3>G zFBYX}LT3o-nfxC-0QugZZ;dfgfW@aICH>micp8R%ts5XU-R%!M(TmA?Y95j#y7EW` zN$4#JY9icfkYm-4tE9U=TB7#uOewl}Y zY1pAJ2-=v|C+fmi@vVlSZZa_O@7+08mp0FB6+=eDLj_`SYPq3+W5`xUfp3H5^2sY; zmOTbA<|x=nUL{^-ycIKaouI9kxMSs6^vZtRRi4qF59nb?JPgB@-!&>721@NS9C`%+xV#bkP)ePIj(loY{6|`>$RI#)bZN@Bd8UK; zff196Lk5i%fi6s#dw^&t~#^iPtXL zCnA@*$k}Rn({EtPH^JKfVr45MVUNSG|03epn6+3y-@QYh;V*`RDw8uD)!_ms4Tbe| zO-&8`CdjLjQ7p4kgcIpzT25lag?&YbGj|+I z{drZ?3oVj7vWbu?<+5-Z*@KyI$S9{ETm{s8@G1TErl(lf3iV{Fl~HVo@A-{iNcx(X z`{R#6ACJHNuMq`P?*=p)G?b7ZR{#8w1B5_ZTf5rx;l=mex*qlJY9t|QDR!!|A$r38 z!1f>=6kx+rK5OX-2{W^^3aG)sL8$yxiIp|HHPGq?&y^j4e@`xG)UjyT zEsa24^?v|#HqvN-A&N$p0qAQ0AP22Ta-OXJc2zeLTN~J9%ut;F3I)Y=B^H(! zhPMq3zXDDL2+KUWOvH0m99cb_U=Ywx8TLZM?VeW%5NA{ePVdyzbw0ke5p6kdZ|}I6 zm^mq8W9kv*Qa68D`4gs<`Ly_49Uisff-Ukybm})PdBJ>e>8hWc1c@# z_n{hhPYu*W#^?9Q*q6>#P;4nl$z+m}B#FzA$7^W;IsdZk1rj7`kY<5=4$T|@0l)wA zLHw$Y6@7_O3%CK}i?}D9+$5nt$ZQo>zBlgx;=-w!ISL{o&?61z%AspfI2xyaCZa6y z%O-{_nw5Md`OhIIo@j7%ab3>`NRIc{NZ0Z4jE50|PU{6sLkS%@g7>{LTawZfT$)sP zLRrZGX|JV)(*XYcpQ8~IJE(TVt>6hDp;%zZ#Dd|JpOx{D5-`as$o|(`Gf=3zg;=3H zz&Y~?5nFU%*C0Aqfl#Ft^us`M2pm+cZuh(+d>q&0M~ygzL-=^~ju5eu6`g#jX|;)o zj9vjh=|dmO2OoZY|8h8De?K~){L;7yB5wtrC8hDFr2|Nz%WULqWdd=pL^pQt6IlQm z+?j`4MhS%lY;Wfb4pJtb#r!ZLHk{JU*8r)#0KS8b3yU7hXHxiqX7tvV*am2<;flsU z52q7`Qz9KDf@K)}qz{g+p%2sqQaA?#-VUYbQq`e_OCVpNWZg@DM~FfH9R0;wEF6Lg z^rdF7am6~w&}(iA6JhhiMt|uxm#RGa&N{Hb(;$7&#Py7fG`LQ;nK_UUM}&!Hs>EYq za`CADYjr=MPm-lWh^}k_WQBUyccJf!xcKYzbSi)#tChB%D=X=7cfW_+)KCWQxgw(~ zbe|QLi7=w=?2Xql6k0OiIFXTfBmf=w0M@5pqA@E)+0IS=KW%_;S8e^fkMkDAD}7y~ zBujw8%P3H=LEQp}3ywua73nzwnDT$KR5xe+ZWb5J+Xi?z8TI~QLF*Krth#}Y0F9b} z;caiBU)BuJ#B*|Tf;Ofd?Pd&w_*TmNm+h(X+}QquSKuOrz!h(9ZsHJ9c&&d+S>-$F zHv7Gjo1ub&s4gp1bi0r_`cb77f|OtfTCai6f-;GUg2HfQnFO8`cue52B+CWAKa9Hf z9E@HlU%(m2>^6}_5Hdv>C3Q{Bpt(5lpCRX`Akgy2j);eDeSx`=hgYDbeaP~nm)?a- zoaN6tyI}Rt)Stw$hd-RlLy!;>TZK13t%2iTgBZB91R`Yx(Bl9=?3o=y8B2ddm$g`k zS-a7egHzv(j+>k>)hiS{SFn;rU3{r{}q6B-)sP=%qtuxc?{VQH^<%V<7lfE+jF@ z6c*wm@}W8jkKTWO%7P#miVCE-BTrendgOs6K#W1zV48 zDiYHrq=O`nY3r%uDxEqBB0)^f#_&$i1#z?GQf&#f{*EAAs%D+=2Et0t=3+%9j>uo( zQgv2RAwlFDbrL4R;bNhtc}$aZaAKtYVVJGbZ!Szkknuv2CSWrF=qSUXp@%vNRk6!l zNuu{e@5%Fe!K%|Q;q*#<*2PA2w7FFGBG7BDlvk)XTU(w2jJWeX2#vmmh8Z~Y=of@O z9r!GThge5=+e~%_n4i9LZ56*%asEPnUgk% zbhB82&d*_T#))Z^<1G*=Tbi9{RT}pH0>u&!jhJt{|F-;>4>c#JfB4vOkr`7^ zT#S=Av5ulats5-5>gs(E(sO^r6&aAqxIf;FQUsp#S}z_59@s`@*%Hh6dmRP}CMKM| z-V^<*217G@9HU_d;-my3k7lD&JV3WUW$KW((dgwf^(1v}rqC$WVwT3tIZzW= zby{B_9WKO}Mv#u1PlrJ&fV6Oq>Vg=@$^k7FLRx^!fPa}RnmyRZsrkGBRD>}NBLf2< zZN};+A*;iziK|(Ef4?-4>Ci96#}ByPb}&)w0WEsBjXS+dtS!kWQm4jm=OE4mnf%hU zN%K&I9kUqC0F)0v-nF#0-p}2t`!-U4I6ZV?AciwH_D=66l@BpRj8eUSi*af~W%z=l z;#E~p8=r%sRM*1d43zPUOH1vWorGg96!i41Fs}fLdyyEBwSTL(yXo$}g_h|4nPwy> zAI*FCqKDcvH6bx0gPM-+yDEre;k4X%!^*K+ub@SF0HR&MwC0wUK2)h`YyTN8RI#vNXrLk|fB9hF z#e&@y==gYAaegMI89;=uJ#ldFgv|j25v{81{{{0zpeuD~ix^$@0^#UekA)}itbkZk z09O9X$jE)lFa0l_&-O*+ZfU;r^R68weViTM{VTzlK_HcV9u^zTbesUH_m$b%Vc@t} zw*SeUCx9}nbl&-Y=%IVMx}Ynj2T62)fdS7zZ}03a#U3;n7r1r9($bRFu2Q=b`fK2g z0I*IlIe`WPcF3+Rf{i8o-OS30ItsK&q|qqYxmSda_NLd)k27*BN~~I>jGYL&2H)AZ zt6qzzjFD5;B2LZ3-|n0MmjbOb6(tZ-9?)*{OjQ}zg*6{nxW~oE$Jb4YLTe%^=?~KY zE$XUhaOr4o+!AOlS`rfLLgziT^#AW1!oqFUL{$)vHd?(4o9&7$EhzzUHhgW$hj~Eb z(_)C+j{X>VtP$Q#O>5)p#(cyXIXQ#hwrorktN$&FNUd}vIkNvU# zSK=}vApF-~)j5uE&=w2ZnRJ5vgQ^~Cv|PE6GqkiF=#X4lyIE;Al5AjqAi@0n`4e{4 z#KZ(pa@ZPMEmNC?_FSBDrwcvF;S0-x&J27Mk+wU2bqACKz3=qMAX`Gl2R*wPXbu;B zUt2V}S^s(;4Vvd`r^lo9k5RtC)V=546JLvRbj_X(ZG#JwUrlf+Ks)jg~$9h5< zwxoCQfA2?qZ}tD7bX{x_6cgKnZ0iTq83<1u8@y1d9J_!2YH4dvH{PQp0TbnAXYU4d zNMeAAkrbfM?_PB-$)Tg!cFa55+krtr-8MoE6Kz4qwBjxkJO$AXC3frWmf3p$9?PeZ z|6>g_?h<*OHd5JxfVCIvQ4>7|Kzw&)Y!x;f91U2tPrbcDKlI=uJWKQT;8yKiSv57a zg^=>9s`*=r`hY1mEO#(}A_d9`kgOf}>_7hm*!Q~sHruo!5P_h~=jG-7WF-jm3Ra+? z29l=ETvg{pKV7$9JJE3HApi`q}V6d=rt61J2 zh20LyEi&NoPx(wv_#xen0G397`SN8ty6;e>L%TgGn%~VlH#c{@xB8*QX>Voh6|tk1 zX)5?lMxRcX`#T7J8P>)U|Ia7lL~y)V0cHeR<5w;c6_*}p8UrOzYppbw(e}dRvR=)2 zT52lHG}TgkiOOyF3N8`uK7YjaXzqqF-pwljVnA>g_dET7kNhhT5M%}i^lN#~yAj%}M~@z1g-Am6+0f8{V)0)j1h&r-Xnf%R zK*bPrx;GBAn(J^u1P%s(b1;#(^9>BE5zr8rK%;0G8nGY990Rb7XMdwA+S}LsMM6RX zn8>wzU;BODA}XOGY%>~wSOYoc*=5h#YS9ivBuJ~!%tOwfkhO_A==2)zf)+o90(2H2 zK!ykZ0Hz*t4?AI}fgJ(F0}psqnAw8-kc#8C`r}t^+bn==zBcrzfI|pbIkT2)O zzlPtvH7NuvP8OfLe)FQ7!N-<7#h!=*+(roIlfb}xp5Fyh<0TBb0FGnme-10HHm>Vz z@&iO48ss0K(ERJj_tNw}z-L%kSgXzZot=t+j4uj_Olq8_JbUIm-PWppr6#-4$25!0*3C#V^sY0GaLEBKo7NIx{+!NFU43Zv2-xwjU1aEF_Eq~4r-?{}+!ha#f=;-e{ zEh%YIcJ}EH-)Ugb13N-7pve_-=~{bJQU+%)FE4-i@FCpoRet_zZtHbsP=@XUb(pzx z8!02WKdX`%{K2i4X(| z`?8*oxoD$+Pdx%50q~6V0QM&(kwyS|2+`vnP|(oXmuh4vqIgnPAmyV(L304zH>evV zWo6G?Lym8|xov{oXIupQ0?2m2A-;f(193AA<-zg^dShlIC}U&#D+m_XMD z?V`Bz1X>XZGipZ1XE5>tg9Nt>HzpfCjE|372?D2cd~^irhp~fEs7VS63t_CVGlFnB zVD+kfv3tDO{SfF_NA`dd4+8H>?*|tY8T>xCy7~a-B$GL{kB*LjdH%GknXYyh(tsQc zsM*^&I+nY)-+~c}xzgNVVgAfEC-50SO|J6s*;0guha0^xwfo-q&Z>;NqNe5#j3)P2 zRk4F@cuSds#LXl<4S$X5C?WI?7A}#SukSgSi!$sgNWJp%nCA3>rGgRLzfkPdz&V${ zu#dcAWn|2S`66*3ePAH?HXxseZ%3RO|BV4cZn-=R>u?GL822~S-(sz`CF{j{j_7RR zz4E?lcYE9PwTro?tH;iwrmyclq+!}|bUK3I-#-WFzsMzsBT;4Wy!$@!^6KJT;9TN=Sv8K$j#pjGHHrTZ0lQ0HesJDf_q0s>2J#4ll-FSCF~e~goPXz44~ z89+K4t)Mx-5Mcv84$>=-Vu@Ba?#RL)DZt!7|6Kq%2r$aZ%1%xdXskgh3@$gCrsBpaPTOVB*$NxzaK+z<8aWp0>8OW;p2U>CuQe8I0V!_pJ>S1W=hk zeFmig3rn_^IJgkR9>DH)mc<=^w!m=rJBagfOG2PLa2>DCmYj|LZ=N~r*|YTKpetfG z8Vx(YeEGuT;EH&MwcibW0G7SKx#?Z6FgWt(&pIsI`}?j_uhzj9fTWM+;^sy#3SMFn zRgT9HwPCKw9d1}-ZVZnxu)}Li@X+;pldg`ARbVpYi#oVJUc)M@oDg|CB411+_d1U+$={y{Vk|qf)rR#l{gx^H)x6x=Ha3B^7QqkjOm6b z3HvbA*Y^hg8UZ@8Y-GX7(3~msEYQYa?L@Yh&wYTI*Wj!um^qz>iEbExhjFWfa!=4C zLvsVcAMGnXJ{$$Fe+E>h-ivpd42HrV=6jSOvw#(X-$HBAw_AgaiwkKDZ3UG4W>!B@ zd=%&|4oX~mIFMHKE&#N3(0@U=d48?{IshoPGuzRRM66z779uLlyGx39B4yG4bfZ}E z_j!1DK=7~me7oxG%=E?Asi~=c{)Eg|0#JSN@m1-O?*+6%YxBmaq^hc_sOXX7lPaVJO}T{%(R9oJs6nKQ-w#0wbU~G^&Z)dma|Z7J@YRjW%Yi1BNgDFwMH Date: Thu, 14 Dec 2017 19:22:57 -0500 Subject: [PATCH 12/13] 1 --- least_squares.m | 11 ----------- 1 file changed, 11 deletions(-) delete mode 100644 least_squares.m diff --git a/least_squares.m b/least_squares.m deleted file mode 100644 index 9e5876a..0000000 --- a/least_squares.m +++ /dev/null @@ -1,11 +0,0 @@ -function [a,fx,r2] = least_squares(Z,y); -%function that accepts a z-matrix and dependent variable and returns the vector of best-fit constants, a best-fit function, and the coefficient of determination, r2 -a = Z\y; -fx = Z*a; -e = y-fx; -st = std(y); -sr = std(e); -r2 = (st-sr)/st; - -end - From 3daf399f8af002d376801f3e913283aac67f17f2 Mon Sep 17 00:00:00 2001 From: Leahy Date: Thu, 14 Dec 2017 19:26:58 -0500 Subject: [PATCH 13/13] 1 --- README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 4a96209..1e27654 100644 --- a/README.md +++ b/README.md @@ -158,7 +158,7 @@ end ## Part F ### Problem Statement -Using a root finding method, calculate the tension in the membrane with a given pressure of 0.001 MPa and while testing every 5 nodes from 0 to 20. Display the results in a table and show that the error in the tension is decreasing as the number of nodes is increased. +Using a root finding method, calculate the tension in the membrane based on a given pressure of 0.001 MPa and testing every 5 nodes from 20 to 40. Display the results in a table and show that the error in the tension is decreasing as the number of nodes is increased. ### Approach Using the bisect method, the tension in the membrane based on the conditions given in the problem statement is found. The relative error is found by calculating the difference between the error from the initial number of nodes to all of the subsequent node values. @@ -215,7 +215,7 @@ Output - Based on 10 interior nodes: ![Pressure vs. Max Deflection](./figures/figure3.png) -## Part H - Extra Credit +## Part H - Extra Credit ### Problem Statement Show that the constant A is converging as the number of interior nodes is increased and display it in a table similar to the one seen in part F.